warning: commands will be executed using /bin/sh
job 5358 at Sun Mar  1 11:35:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse33-150223/YutaMouse33-150223/YutaMouse33-150223
ElecNo	6
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 18.58 and 27.88 GB of RAM.
Memory request: 9.29 GB would take us to total of 9.29 GB.
----------------------------------------------------------
Loaded 4142905 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 3.10 GB would take us to total of 12.39 GB.
------ Running on subset of 1380968 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 17 (3277 points): Lose 169.405200 but Gain 2297.472980
Iteration 0F (56.890000 sec): 19 clusters
  Score: Raw -140899216.298771 + Penalty 41354.513637 = -140857861.785134
  nChanged 1307033
Iteration 1F (85.080000 sec): 19 clusters
  Score: Raw -150895580.892702 + Penalty 41354.513637 = -150854226.379065
  nChanged 601975
Iteration 2F (108.220000 sec): 19 clusters
  Score: Raw -152938743.704393 + Penalty 41354.513637 = -152897389.190756
  nChanged 280231
Iteration 3F (130.910000 sec): 19 clusters
  Score: Raw -153653152.180828 + Penalty 41354.513637 = -153611797.667191
  nChanged 168926
Iteration 4F (153.590000 sec): 19 clusters
  Score: Raw -154075975.310360 + Penalty 41354.513637 = -154034620.796724
  nChanged 123482
Iteration 5F (176.390000 sec): 19 clusters
  Score: Raw -154308265.836998 + Penalty 41354.513637 = -154266911.323361
  nChanged 92488
Iteration 6F (198.980000 sec): 19 clusters
  Score: Raw -154523161.018727 + Penalty 41354.513637 = -154481806.505090
  nChanged 67113
Iteration 7Q (206.950000 sec): 19 clusters
  Score: Raw -154654466.460720 + Penalty 41354.513637 = -154613111.947083
  nChanged 49952
Iteration 8Q (214.430000 sec): 19 clusters
  Score: Raw -154713035.121882 + Penalty 41354.513637 = -154671680.608245
  nChanged 39857
Iteration 9Q (221.790000 sec): 19 clusters
  Score: Raw -154761020.088780 + Penalty 41354.513637 = -154719665.575143
  nChanged 33488
Iteration 10Q (228.310000 sec): 19 clusters
  Score: Raw -154802625.451601 + Penalty 41354.513637 = -154761270.937964
  nChanged 29360
Iteration 11Q (234.370000 sec): 19 clusters
  Score: Raw -154841913.990492 + Penalty 41354.513637 = -154800559.476855
  nChanged 28257
Iteration 12Q (240.810000 sec): 19 clusters
  Score: Raw -154879457.828601 + Penalty 41354.513637 = -154838103.314964
  nChanged 26675
Iteration 13Q (247.790000 sec): 19 clusters
  Score: Raw -154899685.425898 + Penalty 41354.513637 = -154858330.912262
  nChanged 20155
Iteration 14Q (254.110000 sec): 19 clusters
  Score: Raw -154911985.126289 + Penalty 41354.513637 = -154870630.612652
  nChanged 14868
Iteration 15Q (260.340000 sec): 19 clusters
  Score: Raw -154920550.454653 + Penalty 41354.513637 = -154879195.941016
  nChanged 11559
Iteration 16Q (266.390000 sec): 19 clusters
  Score: Raw -154925291.800012 + Penalty 41354.513637 = -154883937.286375
  nChanged 9513
Iteration 17Q (272.600000 sec): 19 clusters
  Score: Raw -154929144.376965 + Penalty 41354.513637 = -154887789.863328
  nChanged 8134
Iteration 18Q (278.730000 sec): 19 clusters
  Score: Raw -154933062.482223 + Penalty 41354.513637 = -154891707.968586
  nChanged 7032
Iteration 19Q (284.450000 sec): 19 clusters
  Score: Raw -154935651.612954 + Penalty 41354.513637 = -154894297.099317
  nChanged 6110
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -154935651.612954 + Penalty 41354.513637 = -154894297.099317
Memory request: 0.03 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (13104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (287.260000 sec): 2 clusters
  Score: Raw -1301621.724366 + Penalty 1540.609331 = -1300081.115035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (287.300000 sec): 3 clusters
  Score: Raw -1294277.801982 + Penalty 3081.218662 = -1291196.583320
  nChanged 5939
		SP:Iteration 1F (287.330000 sec): 3 clusters
  Score: Raw -1305166.831895 + Penalty 3081.218662 = -1302085.613233
  nChanged 3272
		SP:Iteration 2F (287.360000 sec): 3 clusters
  Score: Raw -1325706.000576 + Penalty 3081.218662 = -1322624.781914
  nChanged 2324
		SP:Iteration 3F (287.390000 sec): 3 clusters
  Score: Raw -1356102.060293 + Penalty 3081.218662 = -1353020.841631
  nChanged 391
		SP:Iteration 4Q (287.410000 sec): 3 clusters
  Score: Raw -1382768.608720 + Penalty 3081.218662 = -1379687.390058
  nChanged 58
		SP:Iteration 5Q (287.440000 sec): 3 clusters
  Score: Raw -1391400.581285 + Penalty 3081.218662 = -1388319.362623
  nChanged 7
		SP:Iteration 6Q (287.460000 sec): 3 clusters
  Score: Raw -1391630.386496 + Penalty 3081.218662 = -1388549.167834
  nChanged 2
		SP:Iteration 7Q (287.490000 sec): 3 clusters
  Score: Raw -1391670.032326 + Penalty 3081.218662 = -1388588.813664
  nChanged 0
		SP:Iteration 8F (287.520000 sec): 3 clusters
  Score: Raw -1391670.032326 + Penalty 3081.218662 = -1388588.813664
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 17.
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (83055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (291.750000 sec): 2 clusters
  Score: Raw -9711018.839480 + Penalty 1840.679477 = -9709178.160003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (292.020000 sec): 3 clusters
  Score: Raw -9657296.419873 + Penalty 3681.358953 = -9653615.060920
  nChanged 39645
		SP:Iteration 1F (292.260000 sec): 3 clusters
  Score: Raw -9680900.584737 + Penalty 3681.358953 = -9677219.225784
  nChanged 4386
		SP:Iteration 2F (292.470000 sec): 3 clusters
  Score: Raw -9683312.855414 + Penalty 3681.358953 = -9679631.496461
  nChanged 5780
		SP:Iteration 3F (292.690000 sec): 3 clusters
  Score: Raw -9687529.072096 + Penalty 3681.358953 = -9683847.713143
  nChanged 7023
		SP:Iteration 4F (292.910000 sec): 3 clusters
  Score: Raw -9693151.858577 + Penalty 3681.358953 = -9689470.499624
  nChanged 7014
		SP:Iteration 5F (293.130000 sec): 3 clusters
  Score: Raw -9698142.107259 + Penalty 3681.358953 = -9694460.748305
  nChanged 5741
		SP:Iteration 6F (293.350000 sec): 3 clusters
  Score: Raw -9701250.975636 + Penalty 3681.358953 = -9697569.616683
  nChanged 4012
		SP:Iteration 7Q (293.570000 sec): 3 clusters
  Score: Raw -9702733.037919 + Penalty 3681.358953 = -9699051.678966
  nChanged 2472
		SP:Iteration 8Q (293.780000 sec): 3 clusters
  Score: Raw -9703400.211873 + Penalty 3681.358953 = -9699718.852920
  nChanged 1734
		SP:Iteration 9Q (294.000000 sec): 3 clusters
  Score: Raw -9703771.975401 + Penalty 3681.358953 = -9700090.616448
  nChanged 1317
		SP:Iteration 10Q (294.230000 sec): 3 clusters
  Score: Raw -9704020.709633 + Penalty 3681.358953 = -9700339.350680
  nChanged 978
		SP:Iteration 11Q (294.450000 sec): 3 clusters
  Score: Raw -9704196.345823 + Penalty 3681.358953 = -9700514.986870
  nChanged 850
		SP:Iteration 12Q (294.670000 sec): 3 clusters
  Score: Raw -9704328.321599 + Penalty 3681.358953 = -9700646.962646
  nChanged 811
		SP:Iteration 13Q (294.890000 sec): 3 clusters
  Score: Raw -9704459.238037 + Penalty 3681.358953 = -9700777.879084
  nChanged 822
		SP:Iteration 14Q (295.110000 sec): 3 clusters
  Score: Raw -9704598.959918 + Penalty 3681.358953 = -9700917.600965
  nChanged 862
		SP:Iteration 15Q (295.330000 sec): 3 clusters
  Score: Raw -9704736.078506 + Penalty 3681.358953 = -9701054.719553
  nChanged 838
		SP:Iteration 16Q (295.550000 sec): 3 clusters
  Score: Raw -9704870.793648 + Penalty 3681.358953 = -9701189.434694
  nChanged 897
		SP:Iteration 17Q (295.770000 sec): 3 clusters
  Score: Raw -9705029.645773 + Penalty 3681.358953 = -9701348.286819
  nChanged 1013
		SP:Iteration 18Q (295.990000 sec): 3 clusters
  Score: Raw -9705214.878047 + Penalty 3681.358953 = -9701533.519094
  nChanged 1031
		SP:Iteration 19Q (296.210000 sec): 3 clusters
  Score: Raw -9705408.294828 + Penalty 3681.358953 = -9701726.935875
  nChanged 1074
		SP:Iteration 20F (296.430000 sec): 3 clusters
  Score: Raw -9705617.431132 + Penalty 3681.358953 = -9701936.072179
  nChanged 1087
		SP:Iteration 21Q (296.660000 sec): 3 clusters
  Score: Raw -9705841.099032 + Penalty 3681.358953 = -9702159.740079
  nChanged 1139
		SP:Iteration 22Q (296.880000 sec): 3 clusters
  Score: Raw -9706098.120246 + Penalty 3681.358953 = -9702416.761293
  nChanged 1251
		SP:Iteration 23Q (297.100000 sec): 3 clusters
  Score: Raw -9706406.909993 + Penalty 3681.358953 = -9702725.551040
  nChanged 1276
		SP:Iteration 24Q (297.320000 sec): 3 clusters
  Score: Raw -9706736.633977 + Penalty 3681.358953 = -9703055.275023
  nChanged 1289
		SP:Iteration 25Q (297.540000 sec): 3 clusters
  Score: Raw -9707090.653500 + Penalty 3681.358953 = -9703409.294546
  nChanged 1310
		SP:Iteration 26Q (297.760000 sec): 3 clusters
  Score: Raw -9707478.113355 + Penalty 3681.358953 = -9703796.754402
  nChanged 1244
		SP:Iteration 27Q (297.980000 sec): 3 clusters
  Score: Raw -9707854.954696 + Penalty 3681.358953 = -9704173.595742
  nChanged 1212
		SP:Iteration 28Q (298.200000 sec): 3 clusters
  Score: Raw -9708243.976130 + Penalty 3681.358953 = -9704562.617177
  nChanged 1192
		SP:Iteration 29Q (298.420000 sec): 3 clusters
  Score: Raw -9708648.955001 + Penalty 3681.358953 = -9704967.596047
  nChanged 1127
		SP:Iteration 30Q (298.640000 sec): 3 clusters
  Score: Raw -9709049.569086 + Penalty 3681.358953 = -9705368.210133
  nChanged 1039
		SP:Iteration 31Q (298.850000 sec): 3 clusters
  Score: Raw -9709418.896618 + Penalty 3681.358953 = -9705737.537665
  nChanged 963
		SP:Iteration 32Q (299.070000 sec): 3 clusters
  Score: Raw -9709776.487356 + Penalty 3681.358953 = -9706095.128403
  nChanged 888
		SP:Iteration 33Q (299.280000 sec): 3 clusters
  Score: Raw -9710120.206985 + Penalty 3681.358953 = -9706438.848031
  nChanged 744
		SP:Iteration 34Q (299.490000 sec): 3 clusters
  Score: Raw -9710396.087750 + Penalty 3681.358953 = -9706714.728796
  nChanged 620
		SP:Iteration 35Q (299.690000 sec): 3 clusters
  Score: Raw -9710627.811509 + Penalty 3681.358953 = -9706946.452556
  nChanged 539
		SP:Iteration 36Q (299.900000 sec): 3 clusters
  Score: Raw -9710822.435457 + Penalty 3681.358953 = -9707141.076504
  nChanged 440
		SP:Iteration 37Q (300.090000 sec): 3 clusters
  Score: Raw -9710984.335929 + Penalty 3681.358953 = -9707302.976975
  nChanged 351
		SP:Iteration 38Q (300.290000 sec): 3 clusters
  Score: Raw -9711116.311592 + Penalty 3681.358953 = -9707434.952638
  nChanged 280
		SP:Iteration 39Q (300.490000 sec): 3 clusters
  Score: Raw -9711213.070173 + Penalty 3681.358953 = -9707531.711220
  nChanged 220
		SP:Iteration 40F (300.700000 sec): 3 clusters
  Score: Raw -9711287.761517 + Penalty 3681.358953 = -9707606.402563
  nChanged 162
		SP:Iteration 41Q (300.880000 sec): 3 clusters
  Score: Raw -9711356.585977 + Penalty 3681.358953 = -9707675.227024
  nChanged 148
		SP:Iteration 42Q (301.060000 sec): 3 clusters
  Score: Raw -9711415.553614 + Penalty 3681.358953 = -9707734.194661
  nChanged 115
		SP:Iteration 43Q (301.240000 sec): 3 clusters
  Score: Raw -9711463.930691 + Penalty 3681.358953 = -9707782.571738
  nChanged 113
		SP:Iteration 44Q (301.430000 sec): 3 clusters
  Score: Raw -9711518.462408 + Penalty 3681.358953 = -9707837.103454
  nChanged 105
		SP:Iteration 45Q (301.600000 sec): 3 clusters
  Score: Raw -9711583.145182 + Penalty 3681.358953 = -9707901.786228
  nChanged 104
		SP:Iteration 46Q (301.770000 sec): 3 clusters
  Score: Raw -9711630.465459 + Penalty 3681.358953 = -9707949.106506
  nChanged 86
		SP:Iteration 47Q (301.940000 sec): 3 clusters
  Score: Raw -9711670.856007 + Penalty 3681.358953 = -9707989.497053
  nChanged 75
		SP:Iteration 48Q (302.140000 sec): 3 clusters
  Score: Raw -9711698.688678 + Penalty 3681.358953 = -9708017.329724
  nChanged 58
		SP:Iteration 49Q (302.320000 sec): 3 clusters
  Score: Raw -9711717.721667 + Penalty 3681.358953 = -9708036.362714
  nChanged 58
		SP:Iteration 50Q (302.490000 sec): 3 clusters
  Score: Raw -9711735.295578 + Penalty 3681.358953 = -9708053.936624
  nChanged 49
		SP:Iteration 51Q (302.650000 sec): 3 clusters
  Score: Raw -9711752.165559 + Penalty 3681.358953 = -9708070.806606
  nChanged 48
		SP:Iteration 52Q (302.810000 sec): 3 clusters
  Score: Raw -9711771.128319 + Penalty 3681.358953 = -9708089.769365
  nChanged 46
		SP:Iteration 53Q (302.970000 sec): 3 clusters
  Score: Raw -9711785.605862 + Penalty 3681.358953 = -9708104.246909
  nChanged 34
		SP:Iteration 54Q (303.130000 sec): 3 clusters
  Score: Raw -9711795.008441 + Penalty 3681.358953 = -9708113.649487
  nChanged 36
		SP:Iteration 55Q (303.300000 sec): 3 clusters
  Score: Raw -9711803.044725 + Penalty 3681.358953 = -9708121.685772
  nChanged 23
		SP:Iteration 56Q (303.460000 sec): 3 clusters
  Score: Raw -9711809.099028 + Penalty 3681.358953 = -9708127.740074
  nChanged 19
		SP:Iteration 57Q (303.620000 sec): 3 clusters
  Score: Raw -9711812.335783 + Penalty 3681.358953 = -9708130.976830
  nChanged 15
		SP:Iteration 58Q (303.770000 sec): 3 clusters
  Score: Raw -9711815.390363 + Penalty 3681.358953 = -9708134.031409
  nChanged 23
		SP:Iteration 59Q (303.930000 sec): 3 clusters
  Score: Raw -9711821.770817 + Penalty 3681.358953 = -9708140.411864
  nChanged 31
		SP:Iteration 60F (304.140000 sec): 3 clusters
  Score: Raw -9711831.360524 + Penalty 3681.358953 = -9708150.001571
  nChanged 28
		SP:Iteration 61Q (304.300000 sec): 3 clusters
  Score: Raw -9711839.372372 + Penalty 3681.358953 = -9708158.013419
  nChanged 29
		SP:Iteration 62Q (304.470000 sec): 3 clusters
  Score: Raw -9711845.970747 + Penalty 3681.358953 = -9708164.611794
  nChanged 25
		SP:Iteration 63Q (304.630000 sec): 3 clusters
  Score: Raw -9711851.759747 + Penalty 3681.358953 = -9708170.400793
  nChanged 19
		SP:Iteration 64Q (304.790000 sec): 3 clusters
  Score: Raw -9711855.482267 + Penalty 3681.358953 = -9708174.123314
  nChanged 13
		SP:Iteration 65Q (304.970000 sec): 3 clusters
  Score: Raw -9711858.481850 + Penalty 3681.358953 = -9708177.122896
  nChanged 16
		SP:Iteration 66Q (305.130000 sec): 3 clusters
  Score: Raw -9711861.490373 + Penalty 3681.358953 = -9708180.131420
  nChanged 15
		SP:Iteration 67Q (305.300000 sec): 3 clusters
  Score: Raw -9711864.391040 + Penalty 3681.358953 = -9708183.032087
  nChanged 10
		SP:Iteration 68Q (305.460000 sec): 3 clusters
  Score: Raw -9711866.828102 + Penalty 3681.358953 = -9708185.469149
  nChanged 14
		SP:Iteration 69Q (305.610000 sec): 3 clusters
  Score: Raw -9711869.055703 + Penalty 3681.358953 = -9708187.696750
  nChanged 8
		SP:Iteration 70Q (305.760000 sec): 3 clusters
  Score: Raw -9711870.335580 + Penalty 3681.358953 = -9708188.976627
  nChanged 4
		SP:Iteration 71Q (305.930000 sec): 3 clusters
  Score: Raw -9711870.760510 + Penalty 3681.358953 = -9708189.401557
  nChanged 0
		SP:Iteration 72F (306.130000 sec): 3 clusters
  Score: Raw -9711870.760510 + Penalty 3681.358953 = -9708189.401557
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (572770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (318.750000 sec): 2 clusters
  Score: Raw -66562762.107346 + Penalty 2154.463922 = -66560607.643424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (320.220000 sec): 3 clusters
  Score: Raw -66176357.946607 + Penalty 4308.927844 = -66172049.018763
  nChanged 281380
		SP:Iteration 1F (321.680000 sec): 3 clusters
  Score: Raw -66360985.266892 + Penalty 4308.927844 = -66356676.339049
  nChanged 32502
		SP:Iteration 2F (323.150000 sec): 3 clusters
  Score: Raw -66394254.767587 + Penalty 4308.927844 = -66389945.839743
  nChanged 51597
		SP:Iteration 3F (324.630000 sec): 3 clusters
  Score: Raw -66461247.079236 + Penalty 4308.927844 = -66456938.151392
  nChanged 68559
		SP:Iteration 4F (326.090000 sec): 3 clusters
  Score: Raw -66548730.860494 + Penalty 4308.927844 = -66544421.932650
  nChanged 64296
		SP:Iteration 5F (327.530000 sec): 3 clusters
  Score: Raw -66617264.856758 + Penalty 4308.927844 = -66612955.928914
  nChanged 42367
		SP:Iteration 6F (328.960000 sec): 3 clusters
  Score: Raw -66666853.743158 + Penalty 4308.927844 = -66662544.815315
  nChanged 23956
		SP:Iteration 7Q (330.390000 sec): 3 clusters
  Score: Raw -66703085.927650 + Penalty 4308.927844 = -66698776.999806
  nChanged 11778
		SP:Iteration 8Q (331.770000 sec): 3 clusters
  Score: Raw -66725809.676434 + Penalty 4308.927844 = -66721500.748590
  nChanged 5176
		SP:Iteration 9Q (332.970000 sec): 3 clusters
  Score: Raw -66731996.472799 + Penalty 4308.927844 = -66727687.544955
  nChanged 3005
		SP:Iteration 10Q (334.070000 sec): 3 clusters
  Score: Raw -66733513.142988 + Penalty 4308.927844 = -66729204.215145
  nChanged 1635
		SP:Iteration 11Q (335.150000 sec): 3 clusters
  Score: Raw -66734077.803947 + Penalty 4308.927844 = -66729768.876104
  nChanged 969
		SP:Iteration 12Q (336.220000 sec): 3 clusters
  Score: Raw -66734304.549508 + Penalty 4308.927844 = -66729995.621665
  nChanged 554
		SP:Iteration 13Q (337.270000 sec): 3 clusters
  Score: Raw -66734383.329657 + Penalty 4308.927844 = -66730074.401813
  nChanged 283
		SP:Iteration 14Q (338.350000 sec): 3 clusters
  Score: Raw -66734405.873449 + Penalty 4308.927844 = -66730096.945605
  nChanged 159
		SP:Iteration 15Q (339.400000 sec): 3 clusters
  Score: Raw -66734413.981244 + Penalty 4308.927844 = -66730105.053401
  nChanged 101
		SP:Iteration 16Q (340.450000 sec): 3 clusters
  Score: Raw -66734417.251755 + Penalty 4308.927844 = -66730108.323912
  nChanged 51
		SP:Iteration 17Q (341.510000 sec): 3 clusters
  Score: Raw -66734418.118934 + Penalty 4308.927844 = -66730109.191091
  nChanged 20
		SP:Iteration 18Q (342.550000 sec): 3 clusters
  Score: Raw -66734418.357138 + Penalty 4308.927844 = -66730109.429295
  nChanged 14
		SP:Iteration 19Q (343.590000 sec): 3 clusters
  Score: Raw -66734418.480133 + Penalty 4308.927844 = -66730109.552290
  nChanged 1
		SP:Iteration 20F (345.020000 sec): 3 clusters
  Score: Raw -66734418.487864 + Penalty 4308.927844 = -66730109.560020
  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 12.42 GB.

 Trying to split cluster 4 (42126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (345.390000 sec): 2 clusters
  Score: Raw -4439494.932589 + Penalty 1730.368316 = -4437764.564273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (345.500000 sec): 3 clusters
  Score: Raw -4413346.329885 + Penalty 3460.736632 = -4409885.593253
  nChanged 19645
		SP:Iteration 1F (345.610000 sec): 3 clusters
  Score: Raw -4426960.906348 + Penalty 3460.736632 = -4423500.169716
  nChanged 3573
		SP:Iteration 2F (345.710000 sec): 3 clusters
  Score: Raw -4429973.034078 + Penalty 3460.736632 = -4426512.297446
  nChanged 3683
		SP:Iteration 3F (345.820000 sec): 3 clusters
  Score: Raw -4433052.702174 + Penalty 3460.736632 = -4429591.965542
  nChanged 3307
		SP:Iteration 4F (345.920000 sec): 3 clusters
  Score: Raw -4435830.071809 + Penalty 3460.736632 = -4432369.335177
  nChanged 2888
		SP:Iteration 5F (346.030000 sec): 3 clusters
  Score: Raw -4437859.621947 + Penalty 3460.736632 = -4434398.885315
  nChanged 2210
		SP:Iteration 6F (346.130000 sec): 3 clusters
  Score: Raw -4439043.941645 + Penalty 3460.736632 = -4435583.205013
  nChanged 1602
		SP:Iteration 7Q (346.230000 sec): 3 clusters
  Score: Raw -4439722.186178 + Penalty 3460.736632 = -4436261.449546
  nChanged 1208
		SP:Iteration 8Q (346.340000 sec): 3 clusters
  Score: Raw -4440155.926938 + Penalty 3460.736632 = -4436695.190306
  nChanged 900
		SP:Iteration 9Q (346.440000 sec): 3 clusters
  Score: Raw -4440415.224217 + Penalty 3460.736632 = -4436954.487585
  nChanged 693
		SP:Iteration 10Q (346.550000 sec): 3 clusters
  Score: Raw -4440594.416623 + Penalty 3460.736632 = -4437133.679991
  nChanged 594
		SP:Iteration 11Q (346.650000 sec): 3 clusters
  Score: Raw -4440727.863533 + Penalty 3460.736632 = -4437267.126901
  nChanged 446
		SP:Iteration 12Q (346.750000 sec): 3 clusters
  Score: Raw -4440817.899897 + Penalty 3460.736632 = -4437357.163265
  nChanged 387
		SP:Iteration 13Q (346.850000 sec): 3 clusters
  Score: Raw -4440901.952018 + Penalty 3460.736632 = -4437441.215386
  nChanged 366
		SP:Iteration 14Q (346.950000 sec): 3 clusters
  Score: Raw -4440965.951685 + Penalty 3460.736632 = -4437505.215053
  nChanged 331
		SP:Iteration 15Q (347.060000 sec): 3 clusters
  Score: Raw -4441022.586704 + Penalty 3460.736632 = -4437561.850072
  nChanged 318
		SP:Iteration 16Q (347.160000 sec): 3 clusters
  Score: Raw -4441074.291115 + Penalty 3460.736632 = -4437613.554483
  nChanged 324
		SP:Iteration 17Q (347.260000 sec): 3 clusters
  Score: Raw -4441132.917255 + Penalty 3460.736632 = -4437672.180623
  nChanged 363
		SP:Iteration 18Q (347.360000 sec): 3 clusters
  Score: Raw -4441196.432996 + Penalty 3460.736632 = -4437735.696364
  nChanged 369
		SP:Iteration 19Q (347.470000 sec): 3 clusters
  Score: Raw -4441264.135926 + Penalty 3460.736632 = -4437803.399294
  nChanged 385
		SP:Iteration 20F (347.570000 sec): 3 clusters
  Score: Raw -4441342.320294 + Penalty 3460.736632 = -4437881.583662
  nChanged 397
		SP:Iteration 21Q (347.670000 sec): 3 clusters
  Score: Raw -4441431.693328 + Penalty 3460.736632 = -4437970.956696
  nChanged 425
		SP:Iteration 22Q (347.770000 sec): 3 clusters
  Score: Raw -4441535.530226 + Penalty 3460.736632 = -4438074.793593
  nChanged 489
		SP:Iteration 23Q (347.880000 sec): 3 clusters
  Score: Raw -4441672.668930 + Penalty 3460.736632 = -4438211.932298
  nChanged 508
		SP:Iteration 24Q (347.980000 sec): 3 clusters
  Score: Raw -4441820.756949 + Penalty 3460.736632 = -4438360.020317
  nChanged 559
		SP:Iteration 25Q (348.080000 sec): 3 clusters
  Score: Raw -4442005.631119 + Penalty 3460.736632 = -4438544.894487
  nChanged 640
		SP:Iteration 26Q (348.180000 sec): 3 clusters
  Score: Raw -4442230.797675 + Penalty 3460.736632 = -4438770.061043
  nChanged 644
		SP:Iteration 27Q (348.290000 sec): 3 clusters
  Score: Raw -4442451.885359 + Penalty 3460.736632 = -4438991.148727
  nChanged 604
		SP:Iteration 28Q (348.390000 sec): 3 clusters
  Score: Raw -4442642.929366 + Penalty 3460.736632 = -4439182.192734
  nChanged 595
		SP:Iteration 29Q (348.490000 sec): 3 clusters
  Score: Raw -4442831.348938 + Penalty 3460.736632 = -4439370.612306
  nChanged 550
		SP:Iteration 30Q (348.590000 sec): 3 clusters
  Score: Raw -4442987.920785 + Penalty 3460.736632 = -4439527.184153
  nChanged 506
		SP:Iteration 31Q (348.690000 sec): 3 clusters
  Score: Raw -4443125.147282 + Penalty 3460.736632 = -4439664.410650
  nChanged 475
		SP:Iteration 32Q (348.790000 sec): 3 clusters
  Score: Raw -4443247.853637 + Penalty 3460.736632 = -4439787.117005
  nChanged 466
		SP:Iteration 33Q (348.880000 sec): 3 clusters
  Score: Raw -4443357.342151 + Penalty 3460.736632 = -4439896.605519
  nChanged 384
		SP:Iteration 34Q (348.980000 sec): 3 clusters
  Score: Raw -4443445.158682 + Penalty 3460.736632 = -4439984.422050
  nChanged 404
		SP:Iteration 35Q (349.080000 sec): 3 clusters
  Score: Raw -4443543.287863 + Penalty 3460.736632 = -4440082.551231
  nChanged 409
		SP:Iteration 36Q (349.180000 sec): 3 clusters
  Score: Raw -4443637.965372 + Penalty 3460.736632 = -4440177.228740
  nChanged 371
		SP:Iteration 37Q (349.270000 sec): 3 clusters
  Score: Raw -4443716.700594 + Penalty 3460.736632 = -4440255.963962
  nChanged 317
		SP:Iteration 38Q (349.370000 sec): 3 clusters
  Score: Raw -4443772.985837 + Penalty 3460.736632 = -4440312.249205
  nChanged 310
		SP:Iteration 39Q (349.470000 sec): 3 clusters
  Score: Raw -4443832.638862 + Penalty 3460.736632 = -4440371.902230
  nChanged 278
		SP:Iteration 40F (349.580000 sec): 3 clusters
  Score: Raw -4443882.369658 + Penalty 3460.736632 = -4440421.633026
  nChanged 262
		SP:Iteration 41Q (349.680000 sec): 3 clusters
  Score: Raw -4443923.843826 + Penalty 3460.736632 = -4440463.107194
  nChanged 224
		SP:Iteration 42Q (349.780000 sec): 3 clusters
  Score: Raw -4443964.059344 + Penalty 3460.736632 = -4440503.322712
  nChanged 229
		SP:Iteration 43Q (349.880000 sec): 3 clusters
  Score: Raw -4443999.781735 + Penalty 3460.736632 = -4440539.045103
  nChanged 182
		SP:Iteration 44Q (349.980000 sec): 3 clusters
  Score: Raw -4444026.065151 + Penalty 3460.736632 = -4440565.328519
  nChanged 192
		SP:Iteration 45Q (350.070000 sec): 3 clusters
  Score: Raw -4444054.335161 + Penalty 3460.736632 = -4440593.598529
  nChanged 180
		SP:Iteration 46Q (350.170000 sec): 3 clusters
  Score: Raw -4444076.705690 + Penalty 3460.736632 = -4440615.969058
  nChanged 135
		SP:Iteration 47Q (350.270000 sec): 3 clusters
  Score: Raw -4444093.644273 + Penalty 3460.736632 = -4440632.907641
  nChanged 145
		SP:Iteration 48Q (350.370000 sec): 3 clusters
  Score: Raw -4444112.252652 + Penalty 3460.736632 = -4440651.516020
  nChanged 136
		SP:Iteration 49Q (350.470000 sec): 3 clusters
  Score: Raw -4444127.277184 + Penalty 3460.736632 = -4440666.540552
  nChanged 113
		SP:Iteration 50Q (350.570000 sec): 3 clusters
  Score: Raw -4444136.992893 + Penalty 3460.736632 = -4440676.256261
  nChanged 113
		SP:Iteration 51Q (350.670000 sec): 3 clusters
  Score: Raw -4444148.600900 + Penalty 3460.736632 = -4440687.864268
  nChanged 136
		SP:Iteration 52Q (350.770000 sec): 3 clusters
  Score: Raw -4444164.462851 + Penalty 3460.736632 = -4440703.726219
  nChanged 143
		SP:Iteration 53Q (350.870000 sec): 3 clusters
  Score: Raw -4444185.960953 + Penalty 3460.736632 = -4440725.224321
  nChanged 176
		SP:Iteration 54Q (350.970000 sec): 3 clusters
  Score: Raw -4444214.711615 + Penalty 3460.736632 = -4440753.974983
  nChanged 183
		SP:Iteration 55Q (351.070000 sec): 3 clusters
  Score: Raw -4444243.028155 + Penalty 3460.736632 = -4440782.291523
  nChanged 179
		SP:Iteration 56Q (351.160000 sec): 3 clusters
  Score: Raw -4444272.639116 + Penalty 3460.736632 = -4440811.902484
  nChanged 211
		SP:Iteration 57Q (351.260000 sec): 3 clusters
  Score: Raw -4444310.465297 + Penalty 3460.736632 = -4440849.728665
  nChanged 218
		SP:Iteration 58Q (351.370000 sec): 3 clusters
  Score: Raw -4444352.309377 + Penalty 3460.736632 = -4440891.572745
  nChanged 210
		SP:Iteration 59Q (351.470000 sec): 3 clusters
  Score: Raw -4444389.453570 + Penalty 3460.736632 = -4440928.716938
  nChanged 219
		SP:Iteration 60F (351.580000 sec): 3 clusters
  Score: Raw -4444431.974528 + Penalty 3460.736632 = -4440971.237896
  nChanged 238
		SP:Iteration 61Q (351.680000 sec): 3 clusters
  Score: Raw -4444481.663219 + Penalty 3460.736632 = -4441020.926587
  nChanged 251
		SP:Iteration 62Q (351.780000 sec): 3 clusters
  Score: Raw -4444537.304230 + Penalty 3460.736632 = -4441076.567597
  nChanged 254
		SP:Iteration 63Q (351.870000 sec): 3 clusters
  Score: Raw -4444594.511916 + Penalty 3460.736632 = -4441133.775284
  nChanged 250
		SP:Iteration 64Q (351.970000 sec): 3 clusters
  Score: Raw -4444652.805744 + Penalty 3460.736632 = -4441192.069112
  nChanged 248
		SP:Iteration 65Q (352.070000 sec): 3 clusters
  Score: Raw -4444700.674582 + Penalty 3460.736632 = -4441239.937950
  nChanged 218
		SP:Iteration 66Q (352.160000 sec): 3 clusters
  Score: Raw -4444743.031903 + Penalty 3460.736632 = -4441282.295271
  nChanged 225
		SP:Iteration 67Q (352.260000 sec): 3 clusters
  Score: Raw -4444779.295351 + Penalty 3460.736632 = -4441318.558719
  nChanged 206
		SP:Iteration 68Q (352.360000 sec): 3 clusters
  Score: Raw -4444809.204731 + Penalty 3460.736632 = -4441348.468099
  nChanged 167
		SP:Iteration 69Q (352.460000 sec): 3 clusters
  Score: Raw -4444828.932146 + Penalty 3460.736632 = -4441368.195514
  nChanged 147
		SP:Iteration 70Q (352.550000 sec): 3 clusters
  Score: Raw -4444843.806984 + Penalty 3460.736632 = -4441383.070352
  nChanged 116
		SP:Iteration 71Q (352.650000 sec): 3 clusters
  Score: Raw -4444855.171473 + Penalty 3460.736632 = -4441394.434841
  nChanged 101
		SP:Iteration 72Q (352.750000 sec): 3 clusters
  Score: Raw -4444864.571760 + Penalty 3460.736632 = -4441403.835128
  nChanged 95
		SP:Iteration 73Q (352.840000 sec): 3 clusters
  Score: Raw -4444872.989197 + Penalty 3460.736632 = -4441412.252565
  nChanged 79
		SP:Iteration 74Q (352.940000 sec): 3 clusters
  Score: Raw -4444877.978387 + Penalty 3460.736632 = -4441417.241755
  nChanged 64
		SP:Iteration 75Q (353.040000 sec): 3 clusters
  Score: Raw -4444881.581150 + Penalty 3460.736632 = -4441420.844518
  nChanged 45
		SP:Iteration 76Q (353.130000 sec): 3 clusters
  Score: Raw -4444884.092548 + Penalty 3460.736632 = -4441423.355916
  nChanged 44
		SP:Iteration 77Q (353.230000 sec): 3 clusters
  Score: Raw -4444887.067194 + Penalty 3460.736632 = -4441426.330562
  nChanged 44
		SP:Iteration 78Q (353.330000 sec): 3 clusters
  Score: Raw -4444888.858554 + Penalty 3460.736632 = -4441428.121922
  nChanged 27
		SP:Iteration 79Q (353.430000 sec): 3 clusters
  Score: Raw -4444889.890850 + Penalty 3460.736632 = -4441429.154218
  nChanged 30
		SP:Iteration 80F (353.530000 sec): 3 clusters
  Score: Raw -4444890.978997 + Penalty 3460.736632 = -4441430.242365
  nChanged 25
		SP:Iteration 81Q (353.630000 sec): 3 clusters
  Score: Raw -4444892.136122 + Penalty 3460.736632 = -4441431.399490
  nChanged 29
		SP:Iteration 82Q (353.730000 sec): 3 clusters
  Score: Raw -4444893.011301 + Penalty 3460.736632 = -4441432.274669
  nChanged 19
		SP:Iteration 83Q (353.820000 sec): 3 clusters
  Score: Raw -4444893.634184 + Penalty 3460.736632 = -4441432.897552
  nChanged 14
		SP:Iteration 84Q (353.930000 sec): 3 clusters
  Score: Raw -4444893.982742 + Penalty 3460.736632 = -4441433.246110
  nChanged 8
		SP:Iteration 85Q (354.020000 sec): 3 clusters
  Score: Raw -4444894.172799 + Penalty 3460.736632 = -4441433.436167
  nChanged 8
		SP:Iteration 86Q (354.120000 sec): 3 clusters
  Score: Raw -4444894.371655 + Penalty 3460.736632 = -4441433.635023
  nChanged 9
		SP:Iteration 87Q (354.220000 sec): 3 clusters
  Score: Raw -4444894.528401 + Penalty 3460.736632 = -4441433.791769
  nChanged 3
		SP:Iteration 88Q (354.320000 sec): 3 clusters
  Score: Raw -4444894.567758 + Penalty 3460.736632 = -4441433.831126
  nChanged 0
		SP:Iteration 89F (354.420000 sec): 3 clusters
  Score: Raw -4444894.567758 + Penalty 3460.736632 = -4441433.831126
  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 12.42 GB.

 Trying to split cluster 5 (10037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (354.470000 sec): 2 clusters
  Score: Raw -937003.427825 + Penalty 1497.280451 = -935506.147374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (354.490000 sec): 3 clusters
  Score: Raw -931525.083358 + Penalty 2994.560902 = -928530.522457
  nChanged 4372
		SP:Iteration 1F (354.520000 sec): 3 clusters
  Score: Raw -936928.899129 + Penalty 2994.560902 = -933934.338227
  nChanged 1626
		SP:Iteration 2F (354.540000 sec): 3 clusters
  Score: Raw -940016.781066 + Penalty 2994.560902 = -937022.220164
  nChanged 1230
		SP:Iteration 3F (354.560000 sec): 3 clusters
  Score: Raw -942444.728310 + Penalty 2994.560902 = -939450.167408
  nChanged 835
		SP:Iteration 4F (354.590000 sec): 3 clusters
  Score: Raw -943930.214138 + Penalty 2994.560902 = -940935.653236
  nChanged 581
		SP:Iteration 5F (354.610000 sec): 3 clusters
  Score: Raw -945056.620962 + Penalty 2994.560902 = -942062.060060
  nChanged 387
		SP:Iteration 6Q (354.630000 sec): 3 clusters
  Score: Raw -945798.954149 + Penalty 2994.560902 = -942804.393247
  nChanged 307
		SP:Iteration 7Q (354.650000 sec): 3 clusters
  Score: Raw -946251.889595 + Penalty 2994.560902 = -943257.328693
  nChanged 220
		SP:Iteration 8Q (354.670000 sec): 3 clusters
  Score: Raw -946492.273698 + Penalty 2994.560902 = -943497.712796
  nChanged 143
		SP:Iteration 9Q (354.690000 sec): 3 clusters
  Score: Raw -946643.952632 + Penalty 2994.560902 = -943649.391730
  nChanged 118
		SP:Iteration 10Q (354.710000 sec): 3 clusters
  Score: Raw -946744.494522 + Penalty 2994.560902 = -943749.933620
  nChanged 111
		SP:Iteration 11Q (354.730000 sec): 3 clusters
  Score: Raw -946843.832013 + Penalty 2994.560902 = -943849.271111
  nChanged 98
		SP:Iteration 12Q (354.750000 sec): 3 clusters
  Score: Raw -946943.481718 + Penalty 2994.560902 = -943948.920816
  nChanged 87
		SP:Iteration 13Q (354.770000 sec): 3 clusters
  Score: Raw -947034.670210 + Penalty 2994.560902 = -944040.109309
  nChanged 76
		SP:Iteration 14Q (354.780000 sec): 3 clusters
  Score: Raw -947080.919960 + Penalty 2994.560902 = -944086.359058
  nChanged 64
		SP:Iteration 15Q (354.800000 sec): 3 clusters
  Score: Raw -947125.255151 + Penalty 2994.560902 = -944130.694249
  nChanged 52
		SP:Iteration 16Q (354.830000 sec): 3 clusters
  Score: Raw -947150.980832 + Penalty 2994.560902 = -944156.419930
  nChanged 49
		SP:Iteration 17Q (354.860000 sec): 3 clusters
  Score: Raw -947176.744423 + Penalty 2994.560902 = -944182.183522
  nChanged 41
		SP:Iteration 18Q (354.880000 sec): 3 clusters
  Score: Raw -947202.700100 + Penalty 2994.560902 = -944208.139199
  nChanged 30
		SP:Iteration 19Q (354.900000 sec): 3 clusters
  Score: Raw -947213.232269 + Penalty 2994.560902 = -944218.671367
  nChanged 27
		SP:Iteration 20F (354.920000 sec): 3 clusters
  Score: Raw -947238.887454 + Penalty 2994.560902 = -944244.326553
  nChanged 33
		SP:Iteration 21Q (354.940000 sec): 3 clusters
  Score: Raw -947256.954306 + Penalty 2994.560902 = -944262.393404
  nChanged 31
		SP:Iteration 22Q (354.960000 sec): 3 clusters
  Score: Raw -947273.035718 + Penalty 2994.560902 = -944278.474816
  nChanged 40
		SP:Iteration 23Q (354.980000 sec): 3 clusters
  Score: Raw -947291.357233 + Penalty 2994.560902 = -944296.796332
  nChanged 36
		SP:Iteration 24Q (355.000000 sec): 3 clusters
  Score: Raw -947305.348220 + Penalty 2994.560902 = -944310.787318
  nChanged 26
		SP:Iteration 25Q (355.020000 sec): 3 clusters
  Score: Raw -947314.369048 + Penalty 2994.560902 = -944319.808146
  nChanged 22
		SP:Iteration 26Q (355.040000 sec): 3 clusters
  Score: Raw -947321.697473 + Penalty 2994.560902 = -944327.136572
  nChanged 21
		SP:Iteration 27Q (355.060000 sec): 3 clusters
  Score: Raw -947330.473770 + Penalty 2994.560902 = -944335.912869
  nChanged 20
		SP:Iteration 28Q (355.080000 sec): 3 clusters
  Score: Raw -947342.041023 + Penalty 2994.560902 = -944347.480121
  nChanged 26
		SP:Iteration 29Q (355.100000 sec): 3 clusters
  Score: Raw -947351.297662 + Penalty 2994.560902 = -944356.736760
  nChanged 17
		SP:Iteration 30Q (355.120000 sec): 3 clusters
  Score: Raw -947355.643624 + Penalty 2994.560902 = -944361.082722
  nChanged 10
		SP:Iteration 31Q (355.150000 sec): 3 clusters
  Score: Raw -947357.804727 + Penalty 2994.560902 = -944363.243825
  nChanged 7
		SP:Iteration 32Q (355.160000 sec): 3 clusters
  Score: Raw -947359.153622 + Penalty 2994.560902 = -944364.592720
  nChanged 2
		SP:Iteration 33Q (355.180000 sec): 3 clusters
  Score: Raw -947359.437431 + Penalty 2994.560902 = -944364.876529
  nChanged 5
		SP:Iteration 34Q (355.200000 sec): 3 clusters
  Score: Raw -947360.423381 + Penalty 2994.560902 = -944365.862479
  nChanged 4
		SP:Iteration 35Q (355.220000 sec): 3 clusters
  Score: Raw -947360.982219 + Penalty 2994.560902 = -944366.421317
  nChanged 6
		SP:Iteration 36Q (355.240000 sec): 3 clusters
  Score: Raw -947361.873919 + Penalty 2994.560902 = -944367.313017
  nChanged 5
		SP:Iteration 37Q (355.270000 sec): 3 clusters
  Score: Raw -947362.696150 + Penalty 2994.560902 = -944368.135249
  nChanged 4
		SP:Iteration 38Q (355.290000 sec): 3 clusters
  Score: Raw -947363.281950 + Penalty 2994.560902 = -944368.721048
  nChanged 3
		SP:Iteration 39Q (355.310000 sec): 3 clusters
  Score: Raw -947363.651064 + Penalty 2994.560902 = -944369.090162
  nChanged 2
		SP:Iteration 40F (355.330000 sec): 3 clusters
  Score: Raw -947363.995096 + Penalty 2994.560902 = -944369.434194
  nChanged 4
		SP:Iteration 41Q (355.360000 sec): 3 clusters
  Score: Raw -947364.962424 + Penalty 2994.560902 = -944370.401522
  nChanged 2
		SP:Iteration 42Q (355.390000 sec): 3 clusters
  Score: Raw -947365.206460 + Penalty 2994.560902 = -944370.645558
  nChanged 3
		SP:Iteration 43Q (355.410000 sec): 3 clusters
  Score: Raw -947365.507486 + Penalty 2994.560902 = -944370.946584
  nChanged 1
		SP:Iteration 44Q (355.430000 sec): 3 clusters
  Score: Raw -947365.629969 + Penalty 2994.560902 = -944371.069067
  nChanged 0
		SP:Iteration 45F (355.450000 sec): 3 clusters
  Score: Raw -947365.629969 + Penalty 2994.560902 = -944371.069067
  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 12.42 GB.

 Trying to split cluster 6 (19405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (355.540000 sec): 2 clusters
  Score: Raw -2185778.711105 + Penalty 1604.408982 = -2184174.302123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (355.590000 sec): 3 clusters
  Score: Raw -2174102.220475 + Penalty 3208.817964 = -2170893.402511
  nChanged 8813
		SP:Iteration 1F (355.640000 sec): 3 clusters
  Score: Raw -2180224.888378 + Penalty 3208.817964 = -2177016.070413
  nChanged 1842
		SP:Iteration 2F (355.700000 sec): 3 clusters
  Score: Raw -2182537.642800 + Penalty 3208.817964 = -2179328.824836
  nChanged 2060
		SP:Iteration 3F (355.750000 sec): 3 clusters
  Score: Raw -2185715.514477 + Penalty 3208.817964 = -2182506.696512
  nChanged 1756
		SP:Iteration 4F (355.800000 sec): 3 clusters
  Score: Raw -2188269.852638 + Penalty 3208.817964 = -2185061.034674
  nChanged 1685
		SP:Iteration 5F (355.840000 sec): 3 clusters
  Score: Raw -2190037.237604 + Penalty 3208.817964 = -2186828.419639
  nChanged 1494
		SP:Iteration 6F (355.890000 sec): 3 clusters
  Score: Raw -2191363.004311 + Penalty 3208.817964 = -2188154.186347
  nChanged 1236
		SP:Iteration 7F (355.940000 sec): 3 clusters
  Score: Raw -2192215.372914 + Penalty 3208.817964 = -2189006.554950
  nChanged 941
		SP:Iteration 8Q (355.980000 sec): 3 clusters
  Score: Raw -2192749.500174 + Penalty 3208.817964 = -2189540.682210
  nChanged 656
		SP:Iteration 9Q (356.020000 sec): 3 clusters
  Score: Raw -2193057.502960 + Penalty 3208.817964 = -2189848.684996
  nChanged 478
		SP:Iteration 10Q (356.060000 sec): 3 clusters
  Score: Raw -2193260.422107 + Penalty 3208.817964 = -2190051.604143
  nChanged 389
		SP:Iteration 11Q (356.100000 sec): 3 clusters
  Score: Raw -2193431.676464 + Penalty 3208.817964 = -2190222.858499
  nChanged 329
		SP:Iteration 12Q (356.140000 sec): 3 clusters
  Score: Raw -2193583.791929 + Penalty 3208.817964 = -2190374.973965
  nChanged 304
		SP:Iteration 13Q (356.190000 sec): 3 clusters
  Score: Raw -2193754.549750 + Penalty 3208.817964 = -2190545.731786
  nChanged 281
		SP:Iteration 14Q (356.230000 sec): 3 clusters
  Score: Raw -2193912.917560 + Penalty 3208.817964 = -2190704.099596
  nChanged 234
		SP:Iteration 15Q (356.270000 sec): 3 clusters
  Score: Raw -2194042.109808 + Penalty 3208.817964 = -2190833.291844
  nChanged 205
		SP:Iteration 16Q (356.310000 sec): 3 clusters
  Score: Raw -2194138.764325 + Penalty 3208.817964 = -2190929.946360
  nChanged 181
		SP:Iteration 17Q (356.360000 sec): 3 clusters
  Score: Raw -2194204.077939 + Penalty 3208.817964 = -2190995.259975
  nChanged 130
		SP:Iteration 18Q (356.410000 sec): 3 clusters
  Score: Raw -2194242.642673 + Penalty 3208.817964 = -2191033.824709
  nChanged 116
		SP:Iteration 19Q (356.450000 sec): 3 clusters
  Score: Raw -2194276.384421 + Penalty 3208.817964 = -2191067.566457
  nChanged 101
		SP:Iteration 20F (356.490000 sec): 3 clusters
  Score: Raw -2194302.615837 + Penalty 3208.817964 = -2191093.797873
  nChanged 74
		SP:Iteration 21Q (356.530000 sec): 3 clusters
  Score: Raw -2194320.965268 + Penalty 3208.817964 = -2191112.147304
  nChanged 65
		SP:Iteration 22Q (356.570000 sec): 3 clusters
  Score: Raw -2194336.612585 + Penalty 3208.817964 = -2191127.794621
  nChanged 63
		SP:Iteration 23Q (356.620000 sec): 3 clusters
  Score: Raw -2194350.588444 + Penalty 3208.817964 = -2191141.770480
  nChanged 58
		SP:Iteration 24Q (356.660000 sec): 3 clusters
  Score: Raw -2194362.254308 + Penalty 3208.817964 = -2191153.436344
  nChanged 41
		SP:Iteration 25Q (356.710000 sec): 3 clusters
  Score: Raw -2194368.690191 + Penalty 3208.817964 = -2191159.872227
  nChanged 37
		SP:Iteration 26Q (356.760000 sec): 3 clusters
  Score: Raw -2194375.174939 + Penalty 3208.817964 = -2191166.356975
  nChanged 33
		SP:Iteration 27Q (356.800000 sec): 3 clusters
  Score: Raw -2194380.393611 + Penalty 3208.817964 = -2191171.575647
  nChanged 32
		SP:Iteration 28Q (356.840000 sec): 3 clusters
  Score: Raw -2194385.840613 + Penalty 3208.817964 = -2191177.022648
  nChanged 29
		SP:Iteration 29Q (356.880000 sec): 3 clusters
  Score: Raw -2194389.475407 + Penalty 3208.817964 = -2191180.657442
  nChanged 18
		SP:Iteration 30Q (356.930000 sec): 3 clusters
  Score: Raw -2194390.599074 + Penalty 3208.817964 = -2191181.781109
  nChanged 10
		SP:Iteration 31Q (356.970000 sec): 3 clusters
  Score: Raw -2194391.214694 + Penalty 3208.817964 = -2191182.396730
  nChanged 7
		SP:Iteration 32Q (357.010000 sec): 3 clusters
  Score: Raw -2194391.811717 + Penalty 3208.817964 = -2191182.993752
  nChanged 4
		SP:Iteration 33Q (357.050000 sec): 3 clusters
  Score: Raw -2194391.996063 + Penalty 3208.817964 = -2191183.178098
  nChanged 3
		SP:Iteration 34Q (357.080000 sec): 3 clusters
  Score: Raw -2194392.163766 + Penalty 3208.817964 = -2191183.345801
  nChanged 5
		SP:Iteration 35Q (357.120000 sec): 3 clusters
  Score: Raw -2194392.434136 + Penalty 3208.817964 = -2191183.616172
  nChanged 5
		SP:Iteration 36Q (357.160000 sec): 3 clusters
  Score: Raw -2194392.879310 + Penalty 3208.817964 = -2191184.061345
  nChanged 8
		SP:Iteration 37Q (357.210000 sec): 3 clusters
  Score: Raw -2194393.527118 + Penalty 3208.817964 = -2191184.709154
  nChanged 7
		SP:Iteration 38Q (357.250000 sec): 3 clusters
  Score: Raw -2194393.870118 + Penalty 3208.817964 = -2191185.052154
  nChanged 2
		SP:Iteration 39Q (357.290000 sec): 3 clusters
  Score: Raw -2194393.904766 + Penalty 3208.817964 = -2191185.086802
  nChanged 0
		SP:Iteration 40F (357.340000 sec): 3 clusters
  Score: Raw -2194393.904766 + Penalty 3208.817964 = -2191185.086802
  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 12.42 GB.

 Trying to split cluster 7 (51353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (357.480000 sec): 2 clusters
  Score: Raw -6003239.126097 + Penalty 1762.552778 = -6001476.573319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (357.610000 sec): 3 clusters
  Score: Raw -5970970.913892 + Penalty 3525.105557 = -5967445.808335
  nChanged 23914
		SP:Iteration 1F (357.740000 sec): 3 clusters
  Score: Raw -5986777.300028 + Penalty 3525.105557 = -5983252.194471
  nChanged 3593
		SP:Iteration 2F (357.880000 sec): 3 clusters
  Score: Raw -5989056.797338 + Penalty 3525.105557 = -5985531.691781
  nChanged 3858
		SP:Iteration 3F (358.010000 sec): 3 clusters
  Score: Raw -5991751.986988 + Penalty 3525.105557 = -5988226.881431
  nChanged 3903
		SP:Iteration 4F (358.140000 sec): 3 clusters
  Score: Raw -5994683.427296 + Penalty 3525.105557 = -5991158.321740
  nChanged 3671
		SP:Iteration 5F (358.270000 sec): 3 clusters
  Score: Raw -5997318.564620 + Penalty 3525.105557 = -5993793.459064
  nChanged 3102
		SP:Iteration 6F (358.400000 sec): 3 clusters
  Score: Raw -5999445.824734 + Penalty 3525.105557 = -5995920.719177
  nChanged 2431
		SP:Iteration 7Q (358.530000 sec): 3 clusters
  Score: Raw -6001102.746306 + Penalty 3525.105557 = -5997577.640750
  nChanged 1935
		SP:Iteration 8Q (358.660000 sec): 3 clusters
  Score: Raw -6002489.265242 + Penalty 3525.105557 = -5998964.159685
  nChanged 1478
		SP:Iteration 9Q (358.800000 sec): 3 clusters
  Score: Raw -6003686.943070 + Penalty 3525.105557 = -6000161.837513
  nChanged 1043
		SP:Iteration 10Q (358.920000 sec): 3 clusters
  Score: Raw -6004487.577704 + Penalty 3525.105557 = -6000962.472147
  nChanged 772
		SP:Iteration 11Q (359.050000 sec): 3 clusters
  Score: Raw -6004958.518562 + Penalty 3525.105557 = -6001433.413005
  nChanged 562
		SP:Iteration 12Q (359.170000 sec): 3 clusters
  Score: Raw -6005261.170515 + Penalty 3525.105557 = -6001736.064958
  nChanged 450
		SP:Iteration 13Q (359.290000 sec): 3 clusters
  Score: Raw -6005474.057394 + Penalty 3525.105557 = -6001948.951837
  nChanged 319
		SP:Iteration 14Q (359.400000 sec): 3 clusters
  Score: Raw -6005581.429753 + Penalty 3525.105557 = -6002056.324196
  nChanged 227
		SP:Iteration 15Q (359.510000 sec): 3 clusters
  Score: Raw -6005632.935618 + Penalty 3525.105557 = -6002107.830062
  nChanged 160
		SP:Iteration 16Q (359.620000 sec): 3 clusters
  Score: Raw -6005666.791342 + Penalty 3525.105557 = -6002141.685785
  nChanged 148
		SP:Iteration 17Q (359.730000 sec): 3 clusters
  Score: Raw -6005693.176407 + Penalty 3525.105557 = -6002168.070850
  nChanged 107
		SP:Iteration 18Q (359.840000 sec): 3 clusters
  Score: Raw -6005707.340043 + Penalty 3525.105557 = -6002182.234486
  nChanged 88
		SP:Iteration 19Q (359.960000 sec): 3 clusters
  Score: Raw -6005717.859189 + Penalty 3525.105557 = -6002192.753632
  nChanged 63
		SP:Iteration 20F (360.090000 sec): 3 clusters
  Score: Raw -6005724.770091 + Penalty 3525.105557 = -6002199.664534
  nChanged 67
		SP:Iteration 21Q (360.200000 sec): 3 clusters
  Score: Raw -6005731.565103 + Penalty 3525.105557 = -6002206.459546
  nChanged 48
		SP:Iteration 22Q (360.310000 sec): 3 clusters
  Score: Raw -6005736.732305 + Penalty 3525.105557 = -6002211.626748
  nChanged 38
		SP:Iteration 23Q (360.430000 sec): 3 clusters
  Score: Raw -6005740.066632 + Penalty 3525.105557 = -6002214.961075
  nChanged 32
		SP:Iteration 24Q (360.540000 sec): 3 clusters
  Score: Raw -6005742.685260 + Penalty 3525.105557 = -6002217.579703
  nChanged 23
		SP:Iteration 25Q (360.660000 sec): 3 clusters
  Score: Raw -6005744.455269 + Penalty 3525.105557 = -6002219.349712
  nChanged 17
		SP:Iteration 26Q (360.770000 sec): 3 clusters
  Score: Raw -6005745.939658 + Penalty 3525.105557 = -6002220.834101
  nChanged 19
		SP:Iteration 27Q (360.890000 sec): 3 clusters
  Score: Raw -6005747.496835 + Penalty 3525.105557 = -6002222.391278
  nChanged 19
		SP:Iteration 28Q (360.990000 sec): 3 clusters
  Score: Raw -6005749.035708 + Penalty 3525.105557 = -6002223.930151
  nChanged 21
		SP:Iteration 29Q (361.090000 sec): 3 clusters
  Score: Raw -6005750.495099 + Penalty 3525.105557 = -6002225.389542
  nChanged 15
		SP:Iteration 30Q (361.200000 sec): 3 clusters
  Score: Raw -6005751.528872 + Penalty 3525.105557 = -6002226.423315
  nChanged 13
		SP:Iteration 31Q (361.310000 sec): 3 clusters
  Score: Raw -6005752.563796 + Penalty 3525.105557 = -6002227.458239
  nChanged 18
		SP:Iteration 32Q (361.420000 sec): 3 clusters
  Score: Raw -6005753.594364 + Penalty 3525.105557 = -6002228.488807
  nChanged 15
		SP:Iteration 33Q (361.520000 sec): 3 clusters
  Score: Raw -6005754.454161 + Penalty 3525.105557 = -6002229.348604
  nChanged 14
		SP:Iteration 34Q (361.630000 sec): 3 clusters
  Score: Raw -6005755.280580 + Penalty 3525.105557 = -6002230.175023
  nChanged 18
		SP:Iteration 35Q (361.740000 sec): 3 clusters
  Score: Raw -6005756.462582 + Penalty 3525.105557 = -6002231.357025
  nChanged 21
		SP:Iteration 36Q (361.850000 sec): 3 clusters
  Score: Raw -6005758.205059 + Penalty 3525.105557 = -6002233.099502
  nChanged 17
		SP:Iteration 37Q (361.960000 sec): 3 clusters
  Score: Raw -6005759.254854 + Penalty 3525.105557 = -6002234.149298
  nChanged 18
		SP:Iteration 38Q (362.070000 sec): 3 clusters
  Score: Raw -6005760.745771 + Penalty 3525.105557 = -6002235.640214
  nChanged 17
		SP:Iteration 39Q (362.180000 sec): 3 clusters
  Score: Raw -6005761.603748 + Penalty 3525.105557 = -6002236.498191
  nChanged 12
		SP:Iteration 40F (362.310000 sec): 3 clusters
  Score: Raw -6005762.522163 + Penalty 3525.105557 = -6002237.416606
  nChanged 14
		SP:Iteration 41Q (362.420000 sec): 3 clusters
  Score: Raw -6005763.276446 + Penalty 3525.105557 = -6002238.170889
  nChanged 8
		SP:Iteration 42Q (362.530000 sec): 3 clusters
  Score: Raw -6005763.702480 + Penalty 3525.105557 = -6002238.596923
  nChanged 10
		SP:Iteration 43Q (362.640000 sec): 3 clusters
  Score: Raw -6005764.322177 + Penalty 3525.105557 = -6002239.216621
  nChanged 10
		SP:Iteration 44Q (362.760000 sec): 3 clusters
  Score: Raw -6005764.915433 + Penalty 3525.105557 = -6002239.809876
  nChanged 13
		SP:Iteration 45Q (362.860000 sec): 3 clusters
  Score: Raw -6005765.819120 + Penalty 3525.105557 = -6002240.713563
  nChanged 14
		SP:Iteration 46Q (362.960000 sec): 3 clusters
  Score: Raw -6005766.920762 + Penalty 3525.105557 = -6002241.815206
  nChanged 15
		SP:Iteration 47Q (363.070000 sec): 3 clusters
  Score: Raw -6005768.000437 + Penalty 3525.105557 = -6002242.894880
  nChanged 17
		SP:Iteration 48Q (363.180000 sec): 3 clusters
  Score: Raw -6005769.159783 + Penalty 3525.105557 = -6002244.054226
  nChanged 20
		SP:Iteration 49Q (363.280000 sec): 3 clusters
  Score: Raw -6005770.388662 + Penalty 3525.105557 = -6002245.283106
  nChanged 14
		SP:Iteration 50Q (363.380000 sec): 3 clusters
  Score: Raw -6005771.246451 + Penalty 3525.105557 = -6002246.140895
  nChanged 7
		SP:Iteration 51Q (363.490000 sec): 3 clusters
  Score: Raw -6005771.741291 + Penalty 3525.105557 = -6002246.635734
  nChanged 4
		SP:Iteration 52Q (363.600000 sec): 3 clusters
  Score: Raw -6005772.321885 + Penalty 3525.105557 = -6002247.216328
  nChanged 9
		SP:Iteration 53Q (363.700000 sec): 3 clusters
  Score: Raw -6005772.903346 + Penalty 3525.105557 = -6002247.797789
  nChanged 7
		SP:Iteration 54Q (363.810000 sec): 3 clusters
  Score: Raw -6005773.174811 + Penalty 3525.105557 = -6002248.069254
  nChanged 4
		SP:Iteration 55Q (363.920000 sec): 3 clusters
  Score: Raw -6005773.550271 + Penalty 3525.105557 = -6002248.444714
  nChanged 5
		SP:Iteration 56Q (364.030000 sec): 3 clusters
  Score: Raw -6005773.939866 + Penalty 3525.105557 = -6002248.834309
  nChanged 9
		SP:Iteration 57Q (364.130000 sec): 3 clusters
  Score: Raw -6005774.496188 + Penalty 3525.105557 = -6002249.390631
  nChanged 7
		SP:Iteration 58Q (364.240000 sec): 3 clusters
  Score: Raw -6005775.344305 + Penalty 3525.105557 = -6002250.238748
  nChanged 10
		SP:Iteration 59Q (364.340000 sec): 3 clusters
  Score: Raw -6005776.221283 + Penalty 3525.105557 = -6002251.115726
  nChanged 9
		SP:Iteration 60F (364.470000 sec): 3 clusters
  Score: Raw -6005777.150146 + Penalty 3525.105557 = -6002252.044589
  nChanged 7
		SP:Iteration 61Q (364.570000 sec): 3 clusters
  Score: Raw -6005777.688490 + Penalty 3525.105557 = -6002252.582934
  nChanged 8
		SP:Iteration 62Q (364.680000 sec): 3 clusters
  Score: Raw -6005778.447286 + Penalty 3525.105557 = -6002253.341729
  nChanged 10
		SP:Iteration 63Q (364.790000 sec): 3 clusters
  Score: Raw -6005779.208446 + Penalty 3525.105557 = -6002254.102889
  nChanged 12
		SP:Iteration 64Q (364.910000 sec): 3 clusters
  Score: Raw -6005779.991940 + Penalty 3525.105557 = -6002254.886384
  nChanged 11
		SP:Iteration 65Q (365.010000 sec): 3 clusters
  Score: Raw -6005780.759821 + Penalty 3525.105557 = -6002255.654264
  nChanged 8
		SP:Iteration 66Q (365.120000 sec): 3 clusters
  Score: Raw -6005781.264888 + Penalty 3525.105557 = -6002256.159331
  nChanged 6
		SP:Iteration 67Q (365.220000 sec): 3 clusters
  Score: Raw -6005781.536483 + Penalty 3525.105557 = -6002256.430927
  nChanged 2
		SP:Iteration 68Q (365.330000 sec): 3 clusters
  Score: Raw -6005781.569754 + Penalty 3525.105557 = -6002256.464197
  nChanged 0
		SP:Iteration 69F (365.450000 sec): 3 clusters
  Score: Raw -6005781.569754 + Penalty 3525.105557 = -6002256.464197
  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 12.42 GB.

 Trying to split cluster 8 (12160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (365.510000 sec): 2 clusters
  Score: Raw -1283001.246335 + Penalty 1528.459913 = -1281472.786423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (365.540000 sec): 3 clusters
  Score: Raw -1276379.757587 + Penalty 3056.919826 = -1273322.837762
  nChanged 5457
		SP:Iteration 1F (365.570000 sec): 3 clusters
  Score: Raw -1282191.347978 + Penalty 3056.919826 = -1279134.428153
  nChanged 1771
		SP:Iteration 2F (365.600000 sec): 3 clusters
  Score: Raw -1285589.538637 + Penalty 3056.919826 = -1282532.618811
  nChanged 1397
		SP:Iteration 3F (365.630000 sec): 3 clusters
  Score: Raw -1287377.145162 + Penalty 3056.919826 = -1284320.225336
  nChanged 770
		SP:Iteration 4F (365.660000 sec): 3 clusters
  Score: Raw -1288228.971041 + Penalty 3056.919826 = -1285172.051215
  nChanged 527
		SP:Iteration 5Q (365.690000 sec): 3 clusters
  Score: Raw -1288970.679711 + Penalty 3056.919826 = -1285913.759886
  nChanged 393
		SP:Iteration 6Q (365.720000 sec): 3 clusters
  Score: Raw -1289534.836766 + Penalty 3056.919826 = -1286477.916941
  nChanged 302
		SP:Iteration 7Q (365.750000 sec): 3 clusters
  Score: Raw -1289825.528678 + Penalty 3056.919826 = -1286768.608853
  nChanged 198
		SP:Iteration 8Q (365.770000 sec): 3 clusters
  Score: Raw -1289928.934777 + Penalty 3056.919826 = -1286872.014952
  nChanged 121
		SP:Iteration 9Q (365.800000 sec): 3 clusters
  Score: Raw -1289966.631385 + Penalty 3056.919826 = -1286909.711559
  nChanged 65
		SP:Iteration 10Q (365.830000 sec): 3 clusters
  Score: Raw -1289984.150097 + Penalty 3056.919826 = -1286927.230272
  nChanged 48
		SP:Iteration 11Q (365.860000 sec): 3 clusters
  Score: Raw -1289996.562091 + Penalty 3056.919826 = -1286939.642265
  nChanged 34
		SP:Iteration 12Q (365.890000 sec): 3 clusters
  Score: Raw -1290003.410615 + Penalty 3056.919826 = -1286946.490790
  nChanged 26
		SP:Iteration 13Q (365.930000 sec): 3 clusters
  Score: Raw -1290009.300853 + Penalty 3056.919826 = -1286952.381028
  nChanged 19
		SP:Iteration 14Q (365.950000 sec): 3 clusters
  Score: Raw -1290012.558670 + Penalty 3056.919826 = -1286955.638844
  nChanged 12
		SP:Iteration 15Q (365.980000 sec): 3 clusters
  Score: Raw -1290015.066124 + Penalty 3056.919826 = -1286958.146298
  nChanged 7
		SP:Iteration 16Q (366.010000 sec): 3 clusters
  Score: Raw -1290015.793755 + Penalty 3056.919826 = -1286958.873930
  nChanged 4
		SP:Iteration 17Q (366.050000 sec): 3 clusters
  Score: Raw -1290016.206496 + Penalty 3056.919826 = -1286959.286670
  nChanged 3
		SP:Iteration 18Q (366.080000 sec): 3 clusters
  Score: Raw -1290016.398359 + Penalty 3056.919826 = -1286959.478533
  nChanged 2
		SP:Iteration 19Q (366.110000 sec): 3 clusters
  Score: Raw -1290016.613840 + Penalty 3056.919826 = -1286959.694014
  nChanged 2
		SP:Iteration 20F (366.140000 sec): 3 clusters
  Score: Raw -1290016.865355 + Penalty 3056.919826 = -1286959.945529
  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 12.42 GB.

 Trying to split cluster 9 (109523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (366.450000 sec): 2 clusters
  Score: Raw -12633533.420886 + Penalty 1885.632101 = -12631647.788785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (366.750000 sec): 3 clusters
  Score: Raw -12562520.955941 + Penalty 3771.264202 = -12558749.691739
  nChanged 52526
		SP:Iteration 1F (367.030000 sec): 3 clusters
  Score: Raw -12600161.622179 + Penalty 3771.264202 = -12596390.357977
  nChanged 9751
		SP:Iteration 2F (367.320000 sec): 3 clusters
  Score: Raw -12609253.014601 + Penalty 3771.264202 = -12605481.750399
  nChanged 11497
		SP:Iteration 3F (367.600000 sec): 3 clusters
  Score: Raw -12619100.807230 + Penalty 3771.264202 = -12615329.543028
  nChanged 10373
		SP:Iteration 4F (367.890000 sec): 3 clusters
  Score: Raw -12626978.387452 + Penalty 3771.264202 = -12623207.123250
  nChanged 7759
		SP:Iteration 5F (368.190000 sec): 3 clusters
  Score: Raw -12632283.511251 + Penalty 3771.264202 = -12628512.247049
  nChanged 5577
		SP:Iteration 6F (368.470000 sec): 3 clusters
  Score: Raw -12635794.418623 + Penalty 3771.264202 = -12632023.154421
  nChanged 4298
		SP:Iteration 7Q (368.750000 sec): 3 clusters
  Score: Raw -12638527.020019 + Penalty 3771.264202 = -12634755.755817
  nChanged 3680
		SP:Iteration 8Q (369.050000 sec): 3 clusters
  Score: Raw -12640927.303038 + Penalty 3771.264202 = -12637156.038836
  nChanged 3125
		SP:Iteration 9Q (369.330000 sec): 3 clusters
  Score: Raw -12643005.116685 + Penalty 3771.264202 = -12639233.852483
  nChanged 2464
		SP:Iteration 10Q (369.620000 sec): 3 clusters
  Score: Raw -12644567.311778 + Penalty 3771.264202 = -12640796.047576
  nChanged 1799
		SP:Iteration 11Q (369.900000 sec): 3 clusters
  Score: Raw -12645579.592098 + Penalty 3771.264202 = -12641808.327896
  nChanged 1257
		SP:Iteration 12Q (370.190000 sec): 3 clusters
  Score: Raw -12646200.407419 + Penalty 3771.264202 = -12642429.143217
  nChanged 819
		SP:Iteration 13Q (370.460000 sec): 3 clusters
  Score: Raw -12646530.712349 + Penalty 3771.264202 = -12642759.448147
  nChanged 536
		SP:Iteration 14Q (370.720000 sec): 3 clusters
  Score: Raw -12646699.922398 + Penalty 3771.264202 = -12642928.658196
  nChanged 356
		SP:Iteration 15Q (370.980000 sec): 3 clusters
  Score: Raw -12646785.437333 + Penalty 3771.264202 = -12643014.173131
  nChanged 226
		SP:Iteration 16Q (371.230000 sec): 3 clusters
  Score: Raw -12646827.816508 + Penalty 3771.264202 = -12643056.552306
  nChanged 168
		SP:Iteration 17Q (371.470000 sec): 3 clusters
  Score: Raw -12646854.940677 + Penalty 3771.264202 = -12643083.676475
  nChanged 117
		SP:Iteration 18Q (371.710000 sec): 3 clusters
  Score: Raw -12646867.267786 + Penalty 3771.264202 = -12643096.003585
  nChanged 71
		SP:Iteration 19Q (371.960000 sec): 3 clusters
  Score: Raw -12646872.689851 + Penalty 3771.264202 = -12643101.425649
  nChanged 43
		SP:Iteration 20F (372.230000 sec): 3 clusters
  Score: Raw -12646885.099397 + Penalty 3771.264202 = -12643113.835195
  nChanged 38
		SP:Iteration 21Q (372.470000 sec): 3 clusters
  Score: Raw -12646888.158517 + Penalty 3771.264202 = -12643116.894315
  nChanged 30
		SP:Iteration 22Q (372.700000 sec): 3 clusters
  Score: Raw -12646890.379772 + Penalty 3771.264202 = -12643119.115570
  nChanged 21
		SP:Iteration 23Q (372.950000 sec): 3 clusters
  Score: Raw -12646891.640830 + Penalty 3771.264202 = -12643120.376628
  nChanged 17
		SP:Iteration 24Q (373.190000 sec): 3 clusters
  Score: Raw -12646892.495048 + Penalty 3771.264202 = -12643121.230846
  nChanged 11
		SP:Iteration 25Q (373.430000 sec): 3 clusters
  Score: Raw -12646893.186851 + Penalty 3771.264202 = -12643121.922649
  nChanged 14
		SP:Iteration 26Q (373.670000 sec): 3 clusters
  Score: Raw -12646894.108657 + Penalty 3771.264202 = -12643122.844455
  nChanged 11
		SP:Iteration 27Q (373.910000 sec): 3 clusters
  Score: Raw -12646894.993558 + Penalty 3771.264202 = -12643123.729356
  nChanged 6
		SP:Iteration 28Q (374.150000 sec): 3 clusters
  Score: Raw -12646895.338043 + Penalty 3771.264202 = -12643124.073841
  nChanged 5
		SP:Iteration 29Q (374.380000 sec): 3 clusters
  Score: Raw -12646895.562585 + Penalty 3771.264202 = -12643124.298383
  nChanged 2
		SP:Iteration 30Q (374.620000 sec): 3 clusters
  Score: Raw -12646895.613032 + Penalty 3771.264202 = -12643124.348830
  nChanged 4
		SP:Iteration 31Q (374.850000 sec): 3 clusters
  Score: Raw -12646895.756443 + Penalty 3771.264202 = -12643124.492242
  nChanged 1
		SP:Iteration 32Q (375.090000 sec): 3 clusters
  Score: Raw -12646895.803728 + Penalty 3771.264202 = -12643124.539526
  nChanged 2
		SP:Iteration 33Q (375.320000 sec): 3 clusters
  Score: Raw -12646895.943486 + Penalty 3771.264202 = -12643124.679284
  nChanged 4
		SP:Iteration 34Q (375.560000 sec): 3 clusters
  Score: Raw -12646896.079533 + Penalty 3771.264202 = -12643124.815331
  nChanged 3
		SP:Iteration 35Q (375.790000 sec): 3 clusters
  Score: Raw -12646896.134684 + Penalty 3771.264202 = -12643124.870482
  nChanged 3
		SP:Iteration 36Q (376.030000 sec): 3 clusters
  Score: Raw -12646896.234586 + Penalty 3771.264202 = -12643124.970384
  nChanged 1
		SP:Iteration 37Q (376.280000 sec): 3 clusters
  Score: Raw -12646896.245318 + Penalty 3771.264202 = -12643124.981116
  nChanged 0
		SP:Iteration 38F (376.560000 sec): 3 clusters
  Score: Raw -12646896.245318 + Penalty 3771.264202 = -12643124.981116
  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 12.42 GB.

 Trying to split cluster 10 (145758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (376.930000 sec): 2 clusters
  Score: Raw -16973958.662283 + Penalty 1932.076736 = -16972026.585547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (377.320000 sec): 3 clusters
  Score: Raw -16877836.806801 + Penalty 3864.153472 = -16873972.653329
  nChanged 70206
		SP:Iteration 1F (377.690000 sec): 3 clusters
  Score: Raw -16921836.614503 + Penalty 3864.153472 = -16917972.461031
  nChanged 7662
		SP:Iteration 2F (378.060000 sec): 3 clusters
  Score: Raw -16926509.461697 + Penalty 3864.153472 = -16922645.308225
  nChanged 9644
		SP:Iteration 3F (378.440000 sec): 3 clusters
  Score: Raw -16933863.040454 + Penalty 3864.153472 = -16929998.886982
  nChanged 11291
		SP:Iteration 4F (378.810000 sec): 3 clusters
  Score: Raw -16943383.438909 + Penalty 3864.153472 = -16939519.285437
  nChanged 11559
		SP:Iteration 5F (379.190000 sec): 3 clusters
  Score: Raw -16952541.229993 + Penalty 3864.153472 = -16948677.076520
  nChanged 9984
		SP:Iteration 6F (379.570000 sec): 3 clusters
  Score: Raw -16958919.635648 + Penalty 3864.153472 = -16955055.482175
  nChanged 7345
		SP:Iteration 7F (379.940000 sec): 3 clusters
  Score: Raw -16962380.263698 + Penalty 3864.153472 = -16958516.110226
  nChanged 5137
		SP:Iteration 8Q (380.320000 sec): 3 clusters
  Score: Raw -16964327.722906 + Penalty 3864.153472 = -16960463.569434
  nChanged 3534
		SP:Iteration 9Q (380.700000 sec): 3 clusters
  Score: Raw -16965520.771029 + Penalty 3864.153472 = -16961656.617557
  nChanged 2848
		SP:Iteration 10Q (381.050000 sec): 3 clusters
  Score: Raw -16966506.995114 + Penalty 3864.153472 = -16962642.841642
  nChanged 2569
		SP:Iteration 11Q (381.430000 sec): 3 clusters
  Score: Raw -16967473.604131 + Penalty 3864.153472 = -16963609.450659
  nChanged 2483
		SP:Iteration 12Q (381.790000 sec): 3 clusters
  Score: Raw -16968570.166324 + Penalty 3864.153472 = -16964706.012852
  nChanged 2692
		SP:Iteration 13Q (382.170000 sec): 3 clusters
  Score: Raw -16969996.975895 + Penalty 3864.153472 = -16966132.822423
  nChanged 2988
		SP:Iteration 14Q (382.530000 sec): 3 clusters
  Score: Raw -16971858.260952 + Penalty 3864.153472 = -16967994.107479
  nChanged 3230
		SP:Iteration 15Q (382.900000 sec): 3 clusters
  Score: Raw -16974075.502355 + Penalty 3864.153472 = -16970211.348883
  nChanged 3286
		SP:Iteration 16Q (383.250000 sec): 3 clusters
  Score: Raw -16976391.948264 + Penalty 3864.153472 = -16972527.794792
  nChanged 3251
		SP:Iteration 17Q (383.590000 sec): 3 clusters
  Score: Raw -16978604.235716 + Penalty 3864.153472 = -16974740.082243
  nChanged 3084
		SP:Iteration 18Q (383.930000 sec): 3 clusters
  Score: Raw -16980539.478273 + Penalty 3864.153472 = -16976675.324800
  nChanged 2820
		SP:Iteration 19Q (384.260000 sec): 3 clusters
  Score: Raw -16982154.818975 + Penalty 3864.153472 = -16978290.665503
  nChanged 2617
		SP:Iteration 20F (384.640000 sec): 3 clusters
  Score: Raw -16983503.304863 + Penalty 3864.153472 = -16979639.151391
  nChanged 2371
		SP:Iteration 21Q (384.970000 sec): 3 clusters
  Score: Raw -16984638.052670 + Penalty 3864.153472 = -16980773.899198
  nChanged 2113
		SP:Iteration 22Q (385.300000 sec): 3 clusters
  Score: Raw -16985588.908334 + Penalty 3864.153472 = -16981724.754862
  nChanged 1945
		SP:Iteration 23Q (385.630000 sec): 3 clusters
  Score: Raw -16986419.270411 + Penalty 3864.153472 = -16982555.116939
  nChanged 1770
		SP:Iteration 24Q (385.970000 sec): 3 clusters
  Score: Raw -16987104.539618 + Penalty 3864.153472 = -16983240.386146
  nChanged 1498
		SP:Iteration 25Q (386.300000 sec): 3 clusters
  Score: Raw -16987627.359016 + Penalty 3864.153472 = -16983763.205544
  nChanged 1321
		SP:Iteration 26Q (386.630000 sec): 3 clusters
  Score: Raw -16987993.479197 + Penalty 3864.153472 = -16984129.325725
  nChanged 1050
		SP:Iteration 27Q (386.970000 sec): 3 clusters
  Score: Raw -16988243.874882 + Penalty 3864.153472 = -16984379.721410
  nChanged 881
		SP:Iteration 28Q (387.300000 sec): 3 clusters
  Score: Raw -16988454.847606 + Penalty 3864.153472 = -16984590.694134
  nChanged 792
		SP:Iteration 29Q (387.620000 sec): 3 clusters
  Score: Raw -16988619.457392 + Penalty 3864.153472 = -16984755.303920
  nChanged 700
		SP:Iteration 30Q (387.950000 sec): 3 clusters
  Score: Raw -16988755.075875 + Penalty 3864.153472 = -16984890.922403
  nChanged 641
		SP:Iteration 31Q (388.290000 sec): 3 clusters
  Score: Raw -16988874.391511 + Penalty 3864.153472 = -16985010.238039
  nChanged 599
		SP:Iteration 32Q (388.640000 sec): 3 clusters
  Score: Raw -16988970.304362 + Penalty 3864.153472 = -16985106.150889
  nChanged 525
		SP:Iteration 33Q (388.990000 sec): 3 clusters
  Score: Raw -16989050.706272 + Penalty 3864.153472 = -16985186.552800
  nChanged 515
		SP:Iteration 34Q (389.310000 sec): 3 clusters
  Score: Raw -16989119.240850 + Penalty 3864.153472 = -16985255.087378
  nChanged 472
		SP:Iteration 35Q (389.620000 sec): 3 clusters
  Score: Raw -16989182.285926 + Penalty 3864.153472 = -16985318.132454
  nChanged 468
		SP:Iteration 36Q (389.940000 sec): 3 clusters
  Score: Raw -16989241.696592 + Penalty 3864.153472 = -16985377.543120
  nChanged 460
		SP:Iteration 37Q (390.260000 sec): 3 clusters
  Score: Raw -16989307.163825 + Penalty 3864.153472 = -16985443.010353
  nChanged 447
		SP:Iteration 38Q (390.570000 sec): 3 clusters
  Score: Raw -16989365.485974 + Penalty 3864.153472 = -16985501.332502
  nChanged 461
		SP:Iteration 39Q (390.890000 sec): 3 clusters
  Score: Raw -16989421.029941 + Penalty 3864.153472 = -16985556.876469
  nChanged 444
		SP:Iteration 40F (391.250000 sec): 3 clusters
  Score: Raw -16989575.194106 + Penalty 3864.153472 = -16985711.040633
  nChanged 564
		SP:Iteration 41Q (391.580000 sec): 3 clusters
  Score: Raw -16989687.104887 + Penalty 3864.153472 = -16985822.951414
  nChanged 575
		SP:Iteration 42Q (391.910000 sec): 3 clusters
  Score: Raw -16989791.537788 + Penalty 3864.153472 = -16985927.384316
  nChanged 628
		SP:Iteration 43Q (392.230000 sec): 3 clusters
  Score: Raw -16989920.760796 + Penalty 3864.153472 = -16986056.607324
  nChanged 690
		SP:Iteration 44Q (392.550000 sec): 3 clusters
  Score: Raw -16990073.945630 + Penalty 3864.153472 = -16986209.792158
  nChanged 762
		SP:Iteration 45Q (392.880000 sec): 3 clusters
  Score: Raw -16990252.321213 + Penalty 3864.153472 = -16986388.167741
  nChanged 803
		SP:Iteration 46Q (393.200000 sec): 3 clusters
  Score: Raw -16990454.272957 + Penalty 3864.153472 = -16986590.119484
  nChanged 874
		SP:Iteration 47Q (393.510000 sec): 3 clusters
  Score: Raw -16990677.650192 + Penalty 3864.153472 = -16986813.496720
  nChanged 890
		SP:Iteration 48Q (393.830000 sec): 3 clusters
  Score: Raw -16990906.763777 + Penalty 3864.153472 = -16987042.610305
  nChanged 920
		SP:Iteration 49Q (394.150000 sec): 3 clusters
  Score: Raw -16991144.733660 + Penalty 3864.153472 = -16987280.580187
  nChanged 884
		SP:Iteration 50Q (394.460000 sec): 3 clusters
  Score: Raw -16991353.543371 + Penalty 3864.153472 = -16987489.389899
  nChanged 875
		SP:Iteration 51Q (394.770000 sec): 3 clusters
  Score: Raw -16991549.390741 + Penalty 3864.153472 = -16987685.237269
  nChanged 822
		SP:Iteration 52Q (395.090000 sec): 3 clusters
  Score: Raw -16991727.339272 + Penalty 3864.153472 = -16987863.185799
  nChanged 801
		SP:Iteration 53Q (395.400000 sec): 3 clusters
  Score: Raw -16991890.602476 + Penalty 3864.153472 = -16988026.449004
  nChanged 771
		SP:Iteration 54Q (395.720000 sec): 3 clusters
  Score: Raw -16992034.923106 + Penalty 3864.153472 = -16988170.769634
  nChanged 751
		SP:Iteration 55Q (396.030000 sec): 3 clusters
  Score: Raw -16992161.478081 + Penalty 3864.153472 = -16988297.324609
  nChanged 636
		SP:Iteration 56Q (396.340000 sec): 3 clusters
  Score: Raw -16992252.844436 + Penalty 3864.153472 = -16988388.690964
  nChanged 566
		SP:Iteration 57Q (396.650000 sec): 3 clusters
  Score: Raw -16992326.836586 + Penalty 3864.153472 = -16988462.683114
  nChanged 490
		SP:Iteration 58Q (396.970000 sec): 3 clusters
  Score: Raw -16992386.279538 + Penalty 3864.153472 = -16988522.126066
  nChanged 457
		SP:Iteration 59Q (397.280000 sec): 3 clusters
  Score: Raw -16992434.617789 + Penalty 3864.153472 = -16988570.464317
  nChanged 429
		SP:Iteration 60F (397.640000 sec): 3 clusters
  Score: Raw -16992480.878903 + Penalty 3864.153472 = -16988616.725431
  nChanged 438
		SP:Iteration 61Q (397.970000 sec): 3 clusters
  Score: Raw -16992519.733803 + Penalty 3864.153472 = -16988655.580331
  nChanged 337
		SP:Iteration 62Q (398.290000 sec): 3 clusters
  Score: Raw -16992543.962775 + Penalty 3864.153472 = -16988679.809303
  nChanged 295
		SP:Iteration 63Q (398.610000 sec): 3 clusters
  Score: Raw -16992561.992399 + Penalty 3864.153472 = -16988697.838927
  nChanged 228
		SP:Iteration 64Q (398.930000 sec): 3 clusters
  Score: Raw -16992574.001894 + Penalty 3864.153472 = -16988709.848422
  nChanged 222
		SP:Iteration 65Q (399.250000 sec): 3 clusters
  Score: Raw -16992585.369530 + Penalty 3864.153472 = -16988721.216058
  nChanged 188
		SP:Iteration 66Q (399.570000 sec): 3 clusters
  Score: Raw -16992593.420181 + Penalty 3864.153472 = -16988729.266709
  nChanged 173
		SP:Iteration 67Q (399.900000 sec): 3 clusters
  Score: Raw -16992600.174526 + Penalty 3864.153472 = -16988736.021054
  nChanged 146
		SP:Iteration 68Q (400.210000 sec): 3 clusters
  Score: Raw -16992605.257758 + Penalty 3864.153472 = -16988741.104286
  nChanged 112
		SP:Iteration 69Q (400.540000 sec): 3 clusters
  Score: Raw -16992608.381424 + Penalty 3864.153472 = -16988744.227951
  nChanged 95
		SP:Iteration 70Q (400.850000 sec): 3 clusters
  Score: Raw -16992611.036310 + Penalty 3864.153472 = -16988746.882838
  nChanged 92
		SP:Iteration 71Q (401.170000 sec): 3 clusters
  Score: Raw -16992613.363244 + Penalty 3864.153472 = -16988749.209772
  nChanged 69
		SP:Iteration 72Q (401.490000 sec): 3 clusters
  Score: Raw -16992614.758155 + Penalty 3864.153472 = -16988750.604683
  nChanged 57
		SP:Iteration 73Q (401.810000 sec): 3 clusters
  Score: Raw -16992615.706385 + Penalty 3864.153472 = -16988751.552913
  nChanged 46
		SP:Iteration 74Q (402.130000 sec): 3 clusters
  Score: Raw -16992616.439061 + Penalty 3864.153472 = -16988752.285589
  nChanged 46
		SP:Iteration 75Q (402.450000 sec): 3 clusters
  Score: Raw -16992617.100655 + Penalty 3864.153472 = -16988752.947182
  nChanged 38
		SP:Iteration 76Q (402.770000 sec): 3 clusters
  Score: Raw -16992617.605991 + Penalty 3864.153472 = -16988753.452519
  nChanged 27
		SP:Iteration 77Q (403.090000 sec): 3 clusters
  Score: Raw -16992617.990576 + Penalty 3864.153472 = -16988753.837104
  nChanged 26
		SP:Iteration 78Q (403.410000 sec): 3 clusters
  Score: Raw -16992618.318789 + Penalty 3864.153472 = -16988754.165317
  nChanged 23
		SP:Iteration 79Q (403.720000 sec): 3 clusters
  Score: Raw -16992618.568531 + Penalty 3864.153472 = -16988754.415058
  nChanged 19
		SP:Iteration 80F (404.090000 sec): 3 clusters
  Score: Raw -16992618.794565 + Penalty 3864.153472 = -16988754.641093
  nChanged 18
		SP:Iteration 81Q (404.410000 sec): 3 clusters
  Score: Raw -16992619.066241 + Penalty 3864.153472 = -16988754.912769
  nChanged 26
		SP:Iteration 82Q (404.730000 sec): 3 clusters
  Score: Raw -16992619.416079 + Penalty 3864.153472 = -16988755.262607
  nChanged 25
		SP:Iteration 83Q (405.050000 sec): 3 clusters
  Score: Raw -16992619.770605 + Penalty 3864.153472 = -16988755.617132
  nChanged 26
		SP:Iteration 84Q (405.370000 sec): 3 clusters
  Score: Raw -16992620.054991 + Penalty 3864.153472 = -16988755.901518
  nChanged 14
		SP:Iteration 85Q (405.690000 sec): 3 clusters
  Score: Raw -16992620.184707 + Penalty 3864.153472 = -16988756.031235
  nChanged 14
		SP:Iteration 86Q (406.010000 sec): 3 clusters
  Score: Raw -16992620.336619 + Penalty 3864.153472 = -16988756.183147
  nChanged 14
		SP:Iteration 87Q (406.330000 sec): 3 clusters
  Score: Raw -16992620.453011 + Penalty 3864.153472 = -16988756.299539
  nChanged 15
		SP:Iteration 88Q (406.650000 sec): 3 clusters
  Score: Raw -16992620.567699 + Penalty 3864.153472 = -16988756.414227
  nChanged 9
		SP:Iteration 89Q (406.970000 sec): 3 clusters
  Score: Raw -16992620.636346 + Penalty 3864.153472 = -16988756.482874
  nChanged 6
		SP:Iteration 90Q (407.290000 sec): 3 clusters
  Score: Raw -16992620.675274 + Penalty 3864.153472 = -16988756.521802
  nChanged 7
		SP:Iteration 91Q (407.610000 sec): 3 clusters
  Score: Raw -16992620.717574 + Penalty 3864.153472 = -16988756.564102
  nChanged 6
		SP:Iteration 92Q (407.930000 sec): 3 clusters
  Score: Raw -16992620.746304 + Penalty 3864.153472 = -16988756.592832
  nChanged 1
		SP:Iteration 93Q (408.260000 sec): 3 clusters
  Score: Raw -16992620.749203 + Penalty 3864.153472 = -16988756.595731
  nChanged 1
		SP:Iteration 94Q (408.570000 sec): 3 clusters
  Score: Raw -16992620.755040 + Penalty 3864.153472 = -16988756.601568
  nChanged 1
		SP:Iteration 95Q (408.890000 sec): 3 clusters
  Score: Raw -16992620.761478 + Penalty 3864.153472 = -16988756.608006
  nChanged 2
		SP:Iteration 96Q (409.210000 sec): 3 clusters
  Score: Raw -16992620.765703 + Penalty 3864.153472 = -16988756.612231
  nChanged 0
		SP:Iteration 97F (409.580000 sec): 3 clusters
  Score: Raw -16992620.765703 + Penalty 3864.153472 = -16988756.612231
  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 12.42 GB.

 Trying to split cluster 11 (28690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (409.710000 sec): 2 clusters
  Score: Raw -3313221.765145 + Penalty 1667.949385 = -3311553.815760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (409.780000 sec): 3 clusters
  Score: Raw -3295598.185870 + Penalty 3335.898770 = -3292262.287099
  nChanged 13183
		SP:Iteration 1F (409.850000 sec): 3 clusters
  Score: Raw -3303362.730029 + Penalty 3335.898770 = -3300026.831259
  nChanged 1720
		SP:Iteration 2F (409.910000 sec): 3 clusters
  Score: Raw -3304443.624157 + Penalty 3335.898770 = -3301107.725386
  nChanged 2041
		SP:Iteration 3F (409.990000 sec): 3 clusters
  Score: Raw -3306181.420243 + Penalty 3335.898770 = -3302845.521473
  nChanged 2444
		SP:Iteration 4F (410.060000 sec): 3 clusters
  Score: Raw -3308578.361320 + Penalty 3335.898770 = -3305242.462549
  nChanged 2491
		SP:Iteration 5F (410.130000 sec): 3 clusters
  Score: Raw -3310884.728128 + Penalty 3335.898770 = -3307548.829357
  nChanged 2019
		SP:Iteration 6F (410.200000 sec): 3 clusters
  Score: Raw -3312355.035229 + Penalty 3335.898770 = -3309019.136459
  nChanged 1407
		SP:Iteration 7Q (410.270000 sec): 3 clusters
  Score: Raw -3313184.913300 + Penalty 3335.898770 = -3309849.014530
  nChanged 948
		SP:Iteration 8Q (410.330000 sec): 3 clusters
  Score: Raw -3313676.917166 + Penalty 3335.898770 = -3310341.018396
  nChanged 744
		SP:Iteration 9Q (410.400000 sec): 3 clusters
  Score: Raw -3314037.869938 + Penalty 3335.898770 = -3310701.971168
  nChanged 612
		SP:Iteration 10Q (410.470000 sec): 3 clusters
  Score: Raw -3314398.497191 + Penalty 3335.898770 = -3311062.598421
  nChanged 593
		SP:Iteration 11Q (410.540000 sec): 3 clusters
  Score: Raw -3314858.497008 + Penalty 3335.898770 = -3311522.598238
  nChanged 532
		SP:Iteration 12Q (410.600000 sec): 3 clusters
  Score: Raw -3315426.195883 + Penalty 3335.898770 = -3312090.297113
  nChanged 514
		SP:Iteration 13Q (410.670000 sec): 3 clusters
  Score: Raw -3315925.674788 + Penalty 3335.898770 = -3312589.776017
  nChanged 405
		SP:Iteration 14Q (410.730000 sec): 3 clusters
  Score: Raw -3316195.226924 + Penalty 3335.898770 = -3312859.328153
  nChanged 291
		SP:Iteration 15Q (410.800000 sec): 3 clusters
  Score: Raw -3316310.875773 + Penalty 3335.898770 = -3312974.977002
  nChanged 192
		SP:Iteration 16Q (410.860000 sec): 3 clusters
  Score: Raw -3316358.888373 + Penalty 3335.898770 = -3313022.989603
  nChanged 133
		SP:Iteration 17Q (410.920000 sec): 3 clusters
  Score: Raw -3316381.088497 + Penalty 3335.898770 = -3313045.189727
  nChanged 72
		SP:Iteration 18Q (410.980000 sec): 3 clusters
  Score: Raw -3316389.488516 + Penalty 3335.898770 = -3313053.589745
  nChanged 52
		SP:Iteration 19Q (411.040000 sec): 3 clusters
  Score: Raw -3316394.983378 + Penalty 3335.898770 = -3313059.084608
  nChanged 48
		SP:Iteration 20F (411.110000 sec): 3 clusters
  Score: Raw -3316399.285563 + Penalty 3335.898770 = -3313063.386792
  nChanged 32
		SP:Iteration 21Q (411.170000 sec): 3 clusters
  Score: Raw -3316402.043274 + Penalty 3335.898770 = -3313066.144503
  nChanged 30
		SP:Iteration 22Q (411.230000 sec): 3 clusters
  Score: Raw -3316404.604585 + Penalty 3335.898770 = -3313068.705814
  nChanged 35
		SP:Iteration 23Q (411.290000 sec): 3 clusters
  Score: Raw -3316407.448015 + Penalty 3335.898770 = -3313071.549245
  nChanged 34
		SP:Iteration 24Q (411.350000 sec): 3 clusters
  Score: Raw -3316409.498551 + Penalty 3335.898770 = -3313073.599781
  nChanged 27
		SP:Iteration 25Q (411.410000 sec): 3 clusters
  Score: Raw -3316411.113669 + Penalty 3335.898770 = -3313075.214898
  nChanged 22
		SP:Iteration 26Q (411.480000 sec): 3 clusters
  Score: Raw -3316412.168057 + Penalty 3335.898770 = -3313076.269286
  nChanged 22
		SP:Iteration 27Q (411.540000 sec): 3 clusters
  Score: Raw -3316413.413188 + Penalty 3335.898770 = -3313077.514418
  nChanged 22
		SP:Iteration 28Q (411.610000 sec): 3 clusters
  Score: Raw -3316414.567296 + Penalty 3335.898770 = -3313078.668526
  nChanged 20
		SP:Iteration 29Q (411.670000 sec): 3 clusters
  Score: Raw -3316415.396270 + Penalty 3335.898770 = -3313079.497500
  nChanged 15
		SP:Iteration 30Q (411.730000 sec): 3 clusters
  Score: Raw -3316416.055716 + Penalty 3335.898770 = -3313080.156946
  nChanged 16
		SP:Iteration 31Q (411.790000 sec): 3 clusters
  Score: Raw -3316416.792790 + Penalty 3335.898770 = -3313080.894020
  nChanged 16
		SP:Iteration 32Q (411.850000 sec): 3 clusters
  Score: Raw -3316417.589180 + Penalty 3335.898770 = -3313081.690410
  nChanged 13
		SP:Iteration 33Q (411.910000 sec): 3 clusters
  Score: Raw -3316418.479425 + Penalty 3335.898770 = -3313082.580654
  nChanged 7
		SP:Iteration 34Q (411.970000 sec): 3 clusters
  Score: Raw -3316418.861689 + Penalty 3335.898770 = -3313082.962919
  nChanged 9
		SP:Iteration 35Q (412.040000 sec): 3 clusters
  Score: Raw -3316419.346340 + Penalty 3335.898770 = -3313083.447569
  nChanged 5
		SP:Iteration 36Q (412.100000 sec): 3 clusters
  Score: Raw -3316419.521976 + Penalty 3335.898770 = -3313083.623206
  nChanged 6
		SP:Iteration 37Q (412.160000 sec): 3 clusters
  Score: Raw -3316419.837594 + Penalty 3335.898770 = -3313083.938823
  nChanged 7
		SP:Iteration 38Q (412.220000 sec): 3 clusters
  Score: Raw -3316420.285354 + Penalty 3335.898770 = -3313084.386584
  nChanged 10
		SP:Iteration 39Q (412.290000 sec): 3 clusters
  Score: Raw -3316420.720962 + Penalty 3335.898770 = -3313084.822192
  nChanged 5
		SP:Iteration 40F (412.350000 sec): 3 clusters
  Score: Raw -3316420.937556 + Penalty 3335.898770 = -3313085.038786
  nChanged 5
		SP:Iteration 41Q (412.410000 sec): 3 clusters
  Score: Raw -3316421.096801 + Penalty 3335.898770 = -3313085.198031
  nChanged 4
		SP:Iteration 42Q (412.470000 sec): 3 clusters
  Score: Raw -3316421.338038 + Penalty 3335.898770 = -3313085.439268
  nChanged 3
		SP:Iteration 43Q (412.540000 sec): 3 clusters
  Score: Raw -3316421.558952 + Penalty 3335.898770 = -3313085.660181
  nChanged 2
		SP:Iteration 44Q (412.600000 sec): 3 clusters
  Score: Raw -3316421.701969 + Penalty 3335.898770 = -3313085.803198
  nChanged 0
		SP:Iteration 45F (412.670000 sec): 3 clusters
  Score: Raw -3316421.701969 + Penalty 3335.898770 = -3313085.803198
  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 12.42 GB.

 Trying to split cluster 12 (23309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (412.730000 sec): 2 clusters
  Score: Raw -2649114.462775 + Penalty 1634.196660 = -2647480.266115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (412.790000 sec): 3 clusters
  Score: Raw -2634939.240343 + Penalty 3268.393320 = -2631670.847023
  nChanged 10642
		SP:Iteration 1F (412.850000 sec): 3 clusters
  Score: Raw -2641428.896451 + Penalty 3268.393320 = -2638160.503131
  nChanged 1612
		SP:Iteration 2F (412.900000 sec): 3 clusters
  Score: Raw -2642567.525883 + Penalty 3268.393320 = -2639299.132563
  nChanged 1823
		SP:Iteration 3F (412.960000 sec): 3 clusters
  Score: Raw -2644161.800244 + Penalty 3268.393320 = -2640893.406924
  nChanged 1838
		SP:Iteration 4F (413.020000 sec): 3 clusters
  Score: Raw -2645914.293762 + Penalty 3268.393320 = -2642645.900442
  nChanged 1668
		SP:Iteration 5F (413.070000 sec): 3 clusters
  Score: Raw -2647368.331686 + Penalty 3268.393320 = -2644099.938366
  nChanged 1392
		SP:Iteration 6F (413.130000 sec): 3 clusters
  Score: Raw -2648397.433467 + Penalty 3268.393320 = -2645129.040147
  nChanged 1045
		SP:Iteration 7Q (413.190000 sec): 3 clusters
  Score: Raw -2648998.097431 + Penalty 3268.393320 = -2645729.704111
  nChanged 752
		SP:Iteration 8Q (413.240000 sec): 3 clusters
  Score: Raw -2649397.320958 + Penalty 3268.393320 = -2646128.927638
  nChanged 532
		SP:Iteration 9Q (413.290000 sec): 3 clusters
  Score: Raw -2649681.235178 + Penalty 3268.393320 = -2646412.841858
  nChanged 459
		SP:Iteration 10Q (413.350000 sec): 3 clusters
  Score: Raw -2649909.621028 + Penalty 3268.393320 = -2646641.227708
  nChanged 400
		SP:Iteration 11Q (413.400000 sec): 3 clusters
  Score: Raw -2650128.385629 + Penalty 3268.393320 = -2646859.992309
  nChanged 375
		SP:Iteration 12Q (413.450000 sec): 3 clusters
  Score: Raw -2650298.133548 + Penalty 3268.393320 = -2647029.740228
  nChanged 344
		SP:Iteration 13Q (413.510000 sec): 3 clusters
  Score: Raw -2650457.970130 + Penalty 3268.393320 = -2647189.576810
  nChanged 354
		SP:Iteration 14Q (413.560000 sec): 3 clusters
  Score: Raw -2650619.359455 + Penalty 3268.393320 = -2647350.966135
  nChanged 328
		SP:Iteration 15Q (413.610000 sec): 3 clusters
  Score: Raw -2650761.466305 + Penalty 3268.393320 = -2647493.072985
  nChanged 307
		SP:Iteration 16Q (413.650000 sec): 3 clusters
  Score: Raw -2650897.842994 + Penalty 3268.393320 = -2647629.449674
  nChanged 318
		SP:Iteration 17Q (413.710000 sec): 3 clusters
  Score: Raw -2651050.168544 + Penalty 3268.393320 = -2647781.775224
  nChanged 304
		SP:Iteration 18Q (413.770000 sec): 3 clusters
  Score: Raw -2651169.170000 + Penalty 3268.393320 = -2647900.776680
  nChanged 248
		SP:Iteration 19Q (413.810000 sec): 3 clusters
  Score: Raw -2651254.657828 + Penalty 3268.393320 = -2647986.264508
  nChanged 254
		SP:Iteration 20F (413.870000 sec): 3 clusters
  Score: Raw -2651335.933187 + Penalty 3268.393320 = -2648067.539867
  nChanged 207
		SP:Iteration 21Q (413.920000 sec): 3 clusters
  Score: Raw -2651397.873473 + Penalty 3268.393320 = -2648129.480153
  nChanged 204
		SP:Iteration 22Q (413.970000 sec): 3 clusters
  Score: Raw -2651452.027899 + Penalty 3268.393320 = -2648183.634578
  nChanged 158
		SP:Iteration 23Q (414.030000 sec): 3 clusters
  Score: Raw -2651487.162083 + Penalty 3268.393320 = -2648218.768763
  nChanged 136
		SP:Iteration 24Q (414.080000 sec): 3 clusters
  Score: Raw -2651517.536585 + Penalty 3268.393320 = -2648249.143265
  nChanged 137
		SP:Iteration 25Q (414.130000 sec): 3 clusters
  Score: Raw -2651546.406639 + Penalty 3268.393320 = -2648278.013319
  nChanged 123
		SP:Iteration 26Q (414.180000 sec): 3 clusters
  Score: Raw -2651570.233624 + Penalty 3268.393320 = -2648301.840304
  nChanged 120
		SP:Iteration 27Q (414.230000 sec): 3 clusters
  Score: Raw -2651592.200083 + Penalty 3268.393320 = -2648323.806763
  nChanged 91
		SP:Iteration 28Q (414.280000 sec): 3 clusters
  Score: Raw -2651606.601070 + Penalty 3268.393320 = -2648338.207750
  nChanged 81
		SP:Iteration 29Q (414.330000 sec): 3 clusters
  Score: Raw -2651616.824615 + Penalty 3268.393320 = -2648348.431295
  nChanged 77
		SP:Iteration 30Q (414.380000 sec): 3 clusters
  Score: Raw -2651627.184583 + Penalty 3268.393320 = -2648358.791263
  nChanged 63
		SP:Iteration 31Q (414.430000 sec): 3 clusters
  Score: Raw -2651634.184577 + Penalty 3268.393320 = -2648365.791257
  nChanged 55
		SP:Iteration 32Q (414.480000 sec): 3 clusters
  Score: Raw -2651639.609880 + Penalty 3268.393320 = -2648371.216560
  nChanged 49
		SP:Iteration 33Q (414.530000 sec): 3 clusters
  Score: Raw -2651644.486260 + Penalty 3268.393320 = -2648376.092940
  nChanged 34
		SP:Iteration 34Q (414.580000 sec): 3 clusters
  Score: Raw -2651647.559012 + Penalty 3268.393320 = -2648379.165692
  nChanged 39
		SP:Iteration 35Q (414.630000 sec): 3 clusters
  Score: Raw -2651652.620176 + Penalty 3268.393320 = -2648384.226856
  nChanged 44
		SP:Iteration 36Q (414.690000 sec): 3 clusters
  Score: Raw -2651658.133804 + Penalty 3268.393320 = -2648389.740484
  nChanged 39
		SP:Iteration 37Q (414.740000 sec): 3 clusters
  Score: Raw -2651661.780472 + Penalty 3268.393320 = -2648393.387152
  nChanged 36
		SP:Iteration 38Q (414.790000 sec): 3 clusters
  Score: Raw -2651665.136618 + Penalty 3268.393320 = -2648396.743298
  nChanged 36
		SP:Iteration 39Q (414.840000 sec): 3 clusters
  Score: Raw -2651668.767093 + Penalty 3268.393320 = -2648400.373773
  nChanged 28
		SP:Iteration 40F (414.890000 sec): 3 clusters
  Score: Raw -2651670.615210 + Penalty 3268.393320 = -2648402.221890
  nChanged 21
		SP:Iteration 41Q (414.950000 sec): 3 clusters
  Score: Raw -2651672.240765 + Penalty 3268.393320 = -2648403.847445
  nChanged 25
		SP:Iteration 42Q (415.000000 sec): 3 clusters
  Score: Raw -2651674.078185 + Penalty 3268.393320 = -2648405.684865
  nChanged 12
		SP:Iteration 43Q (415.050000 sec): 3 clusters
  Score: Raw -2651674.635277 + Penalty 3268.393320 = -2648406.241957
  nChanged 7
		SP:Iteration 44Q (415.100000 sec): 3 clusters
  Score: Raw -2651675.088946 + Penalty 3268.393320 = -2648406.695626
  nChanged 5
		SP:Iteration 45Q (415.160000 sec): 3 clusters
  Score: Raw -2651675.293668 + Penalty 3268.393320 = -2648406.900348
  nChanged 1
		SP:Iteration 46Q (415.210000 sec): 3 clusters
  Score: Raw -2651675.352502 + Penalty 3268.393320 = -2648406.959182
  nChanged 2
		SP:Iteration 47Q (415.260000 sec): 3 clusters
  Score: Raw -2651675.472012 + Penalty 3268.393320 = -2648407.078692
  nChanged 1
		SP:Iteration 48Q (415.310000 sec): 3 clusters
  Score: Raw -2651675.516687 + Penalty 3268.393320 = -2648407.123367
  nChanged 2
		SP:Iteration 49Q (415.360000 sec): 3 clusters
  Score: Raw -2651675.588016 + Penalty 3268.393320 = -2648407.194696
  nChanged 1
		SP:Iteration 50Q (415.410000 sec): 3 clusters
  Score: Raw -2651675.643867 + Penalty 3268.393320 = -2648407.250547
  nChanged 1
		SP:Iteration 51Q (415.470000 sec): 3 clusters
  Score: Raw -2651675.659786 + Penalty 3268.393320 = -2648407.266466
  nChanged 0
		SP:Iteration 52F (415.530000 sec): 3 clusters
  Score: Raw -2651675.659786 + Penalty 3268.393320 = -2648407.266466
  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 12.42 GB.

 Trying to split cluster 13 (51917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (415.670000 sec): 2 clusters
  Score: Raw -5870332.455955 + Penalty 1764.327755 = -5868568.128200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (415.790000 sec): 3 clusters
  Score: Raw -5837353.435221 + Penalty 3528.655510 = -5833824.779711
  nChanged 24324
		SP:Iteration 1F (415.930000 sec): 3 clusters
  Score: Raw -5851193.318026 + Penalty 3528.655510 = -5847664.662516
  nChanged 2371
		SP:Iteration 2Q (416.060000 sec): 3 clusters
  Score: Raw -5852205.417411 + Penalty 3528.655510 = -5848676.761901
  nChanged 2728
		SP:Iteration 3F (416.190000 sec): 3 clusters
  Score: Raw -5853597.464194 + Penalty 3528.655510 = -5850068.808684
  nChanged 3135
		SP:Iteration 4F (416.320000 sec): 3 clusters
  Score: Raw -5855481.326858 + Penalty 3528.655510 = -5851952.671348
  nChanged 3740
		SP:Iteration 5F (416.450000 sec): 3 clusters
  Score: Raw -5858106.988166 + Penalty 3528.655510 = -5854578.332656
  nChanged 4227
		SP:Iteration 6F (416.590000 sec): 3 clusters
  Score: Raw -5861746.523860 + Penalty 3528.655510 = -5858217.868350
  nChanged 4259
		SP:Iteration 7F (416.720000 sec): 3 clusters
  Score: Raw -5865737.758799 + Penalty 3528.655510 = -5862209.103289
  nChanged 3400
		SP:Iteration 8F (416.850000 sec): 3 clusters
  Score: Raw -5868830.424834 + Penalty 3528.655510 = -5865301.769324
  nChanged 2261
		SP:Iteration 9Q (416.980000 sec): 3 clusters
  Score: Raw -5870723.840490 + Penalty 3528.655510 = -5867195.184981
  nChanged 1582
		SP:Iteration 10Q (417.110000 sec): 3 clusters
  Score: Raw -5871998.106240 + Penalty 3528.655510 = -5868469.450730
  nChanged 1213
		SP:Iteration 11Q (417.230000 sec): 3 clusters
  Score: Raw -5872946.630582 + Penalty 3528.655510 = -5869417.975072
  nChanged 997
		SP:Iteration 12Q (417.350000 sec): 3 clusters
  Score: Raw -5873518.093796 + Penalty 3528.655510 = -5869989.438286
  nChanged 763
		SP:Iteration 13Q (417.480000 sec): 3 clusters
  Score: Raw -5873856.461202 + Penalty 3528.655510 = -5870327.805692
  nChanged 609
		SP:Iteration 14Q (417.590000 sec): 3 clusters
  Score: Raw -5874069.249062 + Penalty 3528.655510 = -5870540.593552
  nChanged 510
		SP:Iteration 15Q (417.700000 sec): 3 clusters
  Score: Raw -5874227.752399 + Penalty 3528.655510 = -5870699.096889
  nChanged 421
		SP:Iteration 16Q (417.820000 sec): 3 clusters
  Score: Raw -5874354.303846 + Penalty 3528.655510 = -5870825.648336
  nChanged 386
		SP:Iteration 17Q (417.930000 sec): 3 clusters
  Score: Raw -5874476.243974 + Penalty 3528.655510 = -5870947.588464
  nChanged 355
		SP:Iteration 18Q (418.040000 sec): 3 clusters
  Score: Raw -5874574.526694 + Penalty 3528.655510 = -5871045.871184
  nChanged 307
		SP:Iteration 19Q (418.150000 sec): 3 clusters
  Score: Raw -5874655.352487 + Penalty 3528.655510 = -5871126.696978
  nChanged 267
		SP:Iteration 20F (418.280000 sec): 3 clusters
  Score: Raw -5874721.933250 + Penalty 3528.655510 = -5871193.277740
  nChanged 233
		SP:Iteration 21Q (418.390000 sec): 3 clusters
  Score: Raw -5874780.089584 + Penalty 3528.655510 = -5871251.434074
  nChanged 196
		SP:Iteration 22Q (418.500000 sec): 3 clusters
  Score: Raw -5874827.464606 + Penalty 3528.655510 = -5871298.809096
  nChanged 174
		SP:Iteration 23Q (418.600000 sec): 3 clusters
  Score: Raw -5874866.321520 + Penalty 3528.655510 = -5871337.666010
  nChanged 155
		SP:Iteration 24Q (418.720000 sec): 3 clusters
  Score: Raw -5874895.546167 + Penalty 3528.655510 = -5871366.890657
  nChanged 133
		SP:Iteration 25Q (418.820000 sec): 3 clusters
  Score: Raw -5874917.411701 + Penalty 3528.655510 = -5871388.756191
  nChanged 124
		SP:Iteration 26Q (418.930000 sec): 3 clusters
  Score: Raw -5874942.573269 + Penalty 3528.655510 = -5871413.917760
  nChanged 119
		SP:Iteration 27Q (419.040000 sec): 3 clusters
  Score: Raw -5874964.187054 + Penalty 3528.655510 = -5871435.531544
  nChanged 110
		SP:Iteration 28Q (419.150000 sec): 3 clusters
  Score: Raw -5874981.195398 + Penalty 3528.655510 = -5871452.539888
  nChanged 91
		SP:Iteration 29Q (419.250000 sec): 3 clusters
  Score: Raw -5874993.981481 + Penalty 3528.655510 = -5871465.325971
  nChanged 74
		SP:Iteration 30Q (419.350000 sec): 3 clusters
  Score: Raw -5875004.519858 + Penalty 3528.655510 = -5871475.864348
  nChanged 69
		SP:Iteration 31Q (419.460000 sec): 3 clusters
  Score: Raw -5875013.635327 + Penalty 3528.655510 = -5871484.979817
  nChanged 66
		SP:Iteration 32Q (419.560000 sec): 3 clusters
  Score: Raw -5875023.201284 + Penalty 3528.655510 = -5871494.545774
  nChanged 50
		SP:Iteration 33Q (419.670000 sec): 3 clusters
  Score: Raw -5875029.620597 + Penalty 3528.655510 = -5871500.965087
  nChanged 48
		SP:Iteration 34Q (419.770000 sec): 3 clusters
  Score: Raw -5875035.551772 + Penalty 3528.655510 = -5871506.896262
  nChanged 54
		SP:Iteration 35Q (419.870000 sec): 3 clusters
  Score: Raw -5875042.516080 + Penalty 3528.655510 = -5871513.860570
  nChanged 47
		SP:Iteration 36Q (419.980000 sec): 3 clusters
  Score: Raw -5875047.403623 + Penalty 3528.655510 = -5871518.748113
  nChanged 39
		SP:Iteration 37Q (420.080000 sec): 3 clusters
  Score: Raw -5875052.517635 + Penalty 3528.655510 = -5871523.862126
  nChanged 46
		SP:Iteration 38Q (420.190000 sec): 3 clusters
  Score: Raw -5875058.354618 + Penalty 3528.655510 = -5871529.699108
  nChanged 52
		SP:Iteration 39Q (420.300000 sec): 3 clusters
  Score: Raw -5875065.773316 + Penalty 3528.655510 = -5871537.117807
  nChanged 46
		SP:Iteration 40F (420.430000 sec): 3 clusters
  Score: Raw -5875072.098768 + Penalty 3528.655510 = -5871543.443258
  nChanged 41
		SP:Iteration 41Q (420.530000 sec): 3 clusters
  Score: Raw -5875077.102536 + Penalty 3528.655510 = -5871548.447026
  nChanged 42
		SP:Iteration 42Q (420.630000 sec): 3 clusters
  Score: Raw -5875081.986974 + Penalty 3528.655510 = -5871553.331464
  nChanged 36
		SP:Iteration 43Q (420.740000 sec): 3 clusters
  Score: Raw -5875085.497503 + Penalty 3528.655510 = -5871556.841993
  nChanged 22
		SP:Iteration 44Q (420.840000 sec): 3 clusters
  Score: Raw -5875087.507896 + Penalty 3528.655510 = -5871558.852386
  nChanged 15
		SP:Iteration 45Q (420.940000 sec): 3 clusters
  Score: Raw -5875088.873954 + Penalty 3528.655510 = -5871560.218444
  nChanged 11
		SP:Iteration 46Q (421.050000 sec): 3 clusters
  Score: Raw -5875089.638414 + Penalty 3528.655510 = -5871560.982904
  nChanged 11
		SP:Iteration 47Q (421.150000 sec): 3 clusters
  Score: Raw -5875090.752898 + Penalty 3528.655510 = -5871562.097388
  nChanged 12
		SP:Iteration 48Q (421.250000 sec): 3 clusters
  Score: Raw -5875092.065005 + Penalty 3528.655510 = -5871563.409496
  nChanged 15
		SP:Iteration 49Q (421.350000 sec): 3 clusters
  Score: Raw -5875093.663109 + Penalty 3528.655510 = -5871565.007600
  nChanged 18
		SP:Iteration 50Q (421.460000 sec): 3 clusters
  Score: Raw -5875095.663732 + Penalty 3528.655510 = -5871567.008222
  nChanged 14
		SP:Iteration 51Q (421.560000 sec): 3 clusters
  Score: Raw -5875096.986166 + Penalty 3528.655510 = -5871568.330657
  nChanged 9
		SP:Iteration 52Q (421.660000 sec): 3 clusters
  Score: Raw -5875098.125696 + Penalty 3528.655510 = -5871569.470186
  nChanged 8
		SP:Iteration 53Q (421.770000 sec): 3 clusters
  Score: Raw -5875099.469618 + Penalty 3528.655510 = -5871570.814108
  nChanged 9
		SP:Iteration 54Q (421.870000 sec): 3 clusters
  Score: Raw -5875100.382893 + Penalty 3528.655510 = -5871571.727383
  nChanged 7
		SP:Iteration 55Q (421.970000 sec): 3 clusters
  Score: Raw -5875101.029419 + Penalty 3528.655510 = -5871572.373909
  nChanged 8
		SP:Iteration 56Q (422.070000 sec): 3 clusters
  Score: Raw -5875101.642135 + Penalty 3528.655510 = -5871572.986626
  nChanged 5
		SP:Iteration 57Q (422.170000 sec): 3 clusters
  Score: Raw -5875102.181173 + Penalty 3528.655510 = -5871573.525663
  nChanged 9
		SP:Iteration 58Q (422.280000 sec): 3 clusters
  Score: Raw -5875102.929172 + Penalty 3528.655510 = -5871574.273662
  nChanged 5
		SP:Iteration 59Q (422.380000 sec): 3 clusters
  Score: Raw -5875103.559765 + Penalty 3528.655510 = -5871574.904256
  nChanged 9
		SP:Iteration 60F (422.500000 sec): 3 clusters
  Score: Raw -5875104.150769 + Penalty 3528.655510 = -5871575.495259
  nChanged 9
		SP:Iteration 61Q (422.600000 sec): 3 clusters
  Score: Raw -5875104.472676 + Penalty 3528.655510 = -5871575.817166
  nChanged 6
		SP:Iteration 62Q (422.710000 sec): 3 clusters
  Score: Raw -5875104.613319 + Penalty 3528.655510 = -5871575.957809
  nChanged 0
		SP:Iteration 63F (422.830000 sec): 3 clusters
  Score: Raw -5875104.613319 + Penalty 3528.655510 = -5871575.957809
  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 12.42 GB.

 Trying to split cluster 14 (48727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (422.970000 sec): 2 clusters
  Score: Raw -5351285.007544 + Penalty 1754.023143 = -5349530.984401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (423.090000 sec): 3 clusters
  Score: Raw -5320429.615125 + Penalty 3508.046285 = -5316921.568840
  nChanged 23102
		SP:Iteration 1F (423.210000 sec): 3 clusters
  Score: Raw -5338754.689012 + Penalty 3508.046285 = -5335246.642727
  nChanged 5745
		SP:Iteration 2F (423.330000 sec): 3 clusters
  Score: Raw -5349258.218644 + Penalty 3508.046285 = -5345750.172359
  nChanged 6228
		SP:Iteration 3F (423.450000 sec): 3 clusters
  Score: Raw -5361841.232400 + Penalty 3508.046285 = -5358333.186115
  nChanged 5353
		SP:Iteration 4F (423.570000 sec): 3 clusters
  Score: Raw -5374961.068619 + Penalty 3508.046285 = -5371453.022333
  nChanged 3871
		SP:Iteration 5F (423.690000 sec): 3 clusters
  Score: Raw -5384109.185210 + Penalty 3508.046285 = -5380601.138925
  nChanged 1967
		SP:Iteration 6Q (423.790000 sec): 3 clusters
  Score: Raw -5387041.369360 + Penalty 3508.046285 = -5383533.323074
  nChanged 1142
		SP:Iteration 7Q (423.890000 sec): 3 clusters
  Score: Raw -5389607.938832 + Penalty 3508.046285 = -5386099.892546
  nChanged 607
		SP:Iteration 8Q (423.990000 sec): 3 clusters
  Score: Raw -5390434.766037 + Penalty 3508.046285 = -5386926.719752
  nChanged 312
		SP:Iteration 9Q (424.090000 sec): 3 clusters
  Score: Raw -5390613.939849 + Penalty 3508.046285 = -5387105.893563
  nChanged 183
		SP:Iteration 10Q (424.180000 sec): 3 clusters
  Score: Raw -5390660.689541 + Penalty 3508.046285 = -5387152.643256
  nChanged 107
		SP:Iteration 11Q (424.270000 sec): 3 clusters
  Score: Raw -5390681.378818 + Penalty 3508.046285 = -5387173.332532
  nChanged 79
		SP:Iteration 12Q (424.370000 sec): 3 clusters
  Score: Raw -5390691.760149 + Penalty 3508.046285 = -5387183.713863
  nChanged 53
		SP:Iteration 13Q (424.460000 sec): 3 clusters
  Score: Raw -5390697.160067 + Penalty 3508.046285 = -5387189.113781
  nChanged 36
		SP:Iteration 14Q (424.550000 sec): 3 clusters
  Score: Raw -5390699.595430 + Penalty 3508.046285 = -5387191.549145
  nChanged 16
		SP:Iteration 15Q (424.650000 sec): 3 clusters
  Score: Raw -5390700.281430 + Penalty 3508.046285 = -5387192.235145
  nChanged 10
		SP:Iteration 16Q (424.740000 sec): 3 clusters
  Score: Raw -5390700.651344 + Penalty 3508.046285 = -5387192.605059
  nChanged 3
		SP:Iteration 17Q (424.830000 sec): 3 clusters
  Score: Raw -5390700.717198 + Penalty 3508.046285 = -5387192.670913
  nChanged 1
		SP:Iteration 18Q (424.920000 sec): 3 clusters
  Score: Raw -5390700.743166 + Penalty 3508.046285 = -5387192.696881
  nChanged 2
		SP:Iteration 19Q (425.020000 sec): 3 clusters
  Score: Raw -5390700.828551 + Penalty 3508.046285 = -5387192.782265
  nChanged 0
		SP:Iteration 20F (425.140000 sec): 3 clusters
  Score: Raw -5390700.828551 + Penalty 3508.046285 = -5387192.782265
  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 12.42 GB.

 Trying to split cluster 15 (15956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (425.200000 sec): 2 clusters
  Score: Raw -1658430.121646 + Penalty 1572.608410 = -1656857.513236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (425.240000 sec): 3 clusters
  Score: Raw -1649756.489859 + Penalty 3145.216819 = -1646611.273039
  nChanged 7242
		SP:Iteration 1F (425.280000 sec): 3 clusters
  Score: Raw -1663422.778656 + Penalty 3145.216819 = -1660277.561837
  nChanged 2918
		SP:Iteration 2F (425.310000 sec): 3 clusters
  Score: Raw -1671263.763610 + Penalty 3145.216819 = -1668118.546790
  nChanged 1462
		SP:Iteration 3F (425.350000 sec): 3 clusters
  Score: Raw -1673290.662577 + Penalty 3145.216819 = -1670145.445758
  nChanged 619
		SP:Iteration 4Q (425.390000 sec): 3 clusters
  Score: Raw -1673781.294848 + Penalty 3145.216819 = -1670636.078029
  nChanged 310
		SP:Iteration 5Q (425.420000 sec): 3 clusters
  Score: Raw -1673976.699335 + Penalty 3145.216819 = -1670831.482516
  nChanged 170
		SP:Iteration 6Q (425.450000 sec): 3 clusters
  Score: Raw -1674070.461182 + Penalty 3145.216819 = -1670925.244363
  nChanged 95
		SP:Iteration 7Q (425.480000 sec): 3 clusters
  Score: Raw -1674117.881364 + Penalty 3145.216819 = -1670972.664545
  nChanged 73
		SP:Iteration 8Q (425.510000 sec): 3 clusters
  Score: Raw -1674160.296295 + Penalty 3145.216819 = -1671015.079475
  nChanged 73
		SP:Iteration 9Q (425.550000 sec): 3 clusters
  Score: Raw -1674192.362515 + Penalty 3145.216819 = -1671047.145696
  nChanged 67
		SP:Iteration 10Q (425.590000 sec): 3 clusters
  Score: Raw -1674208.062942 + Penalty 3145.216819 = -1671062.846123
  nChanged 40
		SP:Iteration 11Q (425.620000 sec): 3 clusters
  Score: Raw -1674212.646586 + Penalty 3145.216819 = -1671067.429767
  nChanged 20
		SP:Iteration 12Q (425.650000 sec): 3 clusters
  Score: Raw -1674214.682061 + Penalty 3145.216819 = -1671069.465242
  nChanged 14
		SP:Iteration 13Q (425.680000 sec): 3 clusters
  Score: Raw -1674215.892153 + Penalty 3145.216819 = -1671070.675333
  nChanged 7
		SP:Iteration 14Q (425.710000 sec): 3 clusters
  Score: Raw -1674216.790760 + Penalty 3145.216819 = -1671071.573941
  nChanged 5
		SP:Iteration 15Q (425.750000 sec): 3 clusters
  Score: Raw -1674218.504984 + Penalty 3145.216819 = -1671073.288165
  nChanged 6
		SP:Iteration 16Q (425.790000 sec): 3 clusters
  Score: Raw -1674221.024573 + Penalty 3145.216819 = -1671075.807754
  nChanged 7
		SP:Iteration 17Q (425.830000 sec): 3 clusters
  Score: Raw -1674221.936118 + Penalty 3145.216819 = -1671076.719298
  nChanged 3
		SP:Iteration 18Q (425.860000 sec): 3 clusters
  Score: Raw -1674222.131545 + Penalty 3145.216819 = -1671076.914726
  nChanged 1
		SP:Iteration 19Q (425.900000 sec): 3 clusters
  Score: Raw -1674222.174343 + Penalty 3145.216819 = -1671076.957524
  nChanged 0
		SP:Iteration 20F (425.940000 sec): 3 clusters
  Score: Raw -1674222.174343 + Penalty 3145.216819 = -1671076.957524
  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 12.42 GB.

 Trying to split cluster 16 (14993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (426.000000 sec): 2 clusters
  Score: Raw -1697271.295165 + Penalty 1562.492539 = -1695708.802625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (426.040000 sec): 3 clusters
  Score: Raw -1688440.419289 + Penalty 3124.985079 = -1685315.434210
  nChanged 6692
		SP:Iteration 1F (426.070000 sec): 3 clusters
  Score: Raw -1692366.113825 + Penalty 3124.985079 = -1689241.128746
  nChanged 1128
		SP:Iteration 2F (426.110000 sec): 3 clusters
  Score: Raw -1693201.198587 + Penalty 3124.985079 = -1690076.213508
  nChanged 1254
		SP:Iteration 3F (426.140000 sec): 3 clusters
  Score: Raw -1694639.140393 + Penalty 3124.985079 = -1691514.155314
  nChanged 1546
		SP:Iteration 4F (426.180000 sec): 3 clusters
  Score: Raw -1697097.284063 + Penalty 3124.985079 = -1693972.298984
  nChanged 1624
		SP:Iteration 5F (426.220000 sec): 3 clusters
  Score: Raw -1700514.836111 + Penalty 3124.985079 = -1697389.851032
  nChanged 1226
		SP:Iteration 6F (426.250000 sec): 3 clusters
  Score: Raw -1702964.946627 + Penalty 3124.985079 = -1699839.961548
  nChanged 726
		SP:Iteration 7Q (426.280000 sec): 3 clusters
  Score: Raw -1703870.113742 + Penalty 3124.985079 = -1700745.128663
  nChanged 384
		SP:Iteration 8Q (426.310000 sec): 3 clusters
  Score: Raw -1704145.207569 + Penalty 3124.985079 = -1701020.222490
  nChanged 223
		SP:Iteration 9Q (426.340000 sec): 3 clusters
  Score: Raw -1704236.226100 + Penalty 3124.985079 = -1701111.241021
  nChanged 131
		SP:Iteration 10Q (426.360000 sec): 3 clusters
  Score: Raw -1704279.338920 + Penalty 3124.985079 = -1701154.353841
  nChanged 85
		SP:Iteration 11Q (426.400000 sec): 3 clusters
  Score: Raw -1704302.606763 + Penalty 3124.985079 = -1701177.621684
  nChanged 61
		SP:Iteration 12Q (426.430000 sec): 3 clusters
  Score: Raw -1704316.338664 + Penalty 3124.985079 = -1701191.353585
  nChanged 50
		SP:Iteration 13Q (426.460000 sec): 3 clusters
  Score: Raw -1704325.934192 + Penalty 3124.985079 = -1701200.949113
  nChanged 42
		SP:Iteration 14Q (426.480000 sec): 3 clusters
  Score: Raw -1704333.048935 + Penalty 3124.985079 = -1701208.063856
  nChanged 32
		SP:Iteration 15Q (426.510000 sec): 3 clusters
  Score: Raw -1704337.471074 + Penalty 3124.985079 = -1701212.485995
  nChanged 33
		SP:Iteration 16Q (426.540000 sec): 3 clusters
  Score: Raw -1704341.668749 + Penalty 3124.985079 = -1701216.683670
  nChanged 24
		SP:Iteration 17Q (426.570000 sec): 3 clusters
  Score: Raw -1704344.593258 + Penalty 3124.985079 = -1701219.608179
  nChanged 16
		SP:Iteration 18Q (426.600000 sec): 3 clusters
  Score: Raw -1704346.578022 + Penalty 3124.985079 = -1701221.592943
  nChanged 20
		SP:Iteration 19Q (426.640000 sec): 3 clusters
  Score: Raw -1704348.953666 + Penalty 3124.985079 = -1701223.968587
  nChanged 13
		SP:Iteration 20F (426.670000 sec): 3 clusters
  Score: Raw -1704350.538657 + Penalty 3124.985079 = -1701225.553578
  nChanged 13
		SP:Iteration 21Q (426.700000 sec): 3 clusters
  Score: Raw -1704351.573362 + Penalty 3124.985079 = -1701226.588283
  nChanged 6
		SP:Iteration 22Q (426.730000 sec): 3 clusters
  Score: Raw -1704352.003856 + Penalty 3124.985079 = -1701227.018777
  nChanged 5
		SP:Iteration 23Q (426.760000 sec): 3 clusters
  Score: Raw -1704352.218740 + Penalty 3124.985079 = -1701227.233661
  nChanged 1
		SP:Iteration 24Q (426.780000 sec): 3 clusters
  Score: Raw -1704352.300589 + Penalty 3124.985079 = -1701227.315510
  nChanged 1
		SP:Iteration 25Q (426.810000 sec): 3 clusters
  Score: Raw -1704352.339586 + Penalty 3124.985079 = -1701227.354507
  nChanged 0
		SP:Iteration 26F (426.850000 sec): 3 clusters
  Score: Raw -1704352.339586 + Penalty 3124.985079 = -1701227.354507
  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 12.42 GB.

 Trying to split cluster 18 (39572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (426.960000 sec): 2 clusters
  Score: Raw -4574808.330271 + Penalty 1720.205025 = -4573088.125246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (427.060000 sec): 3 clusters
  Score: Raw -4550031.268975 + Penalty 3440.410050 = -4546590.858925
  nChanged 18467
		SP:Iteration 1F (427.160000 sec): 3 clusters
  Score: Raw -4562120.905665 + Penalty 3440.410050 = -4558680.495615
  nChanged 3162
		SP:Iteration 2F (427.260000 sec): 3 clusters
  Score: Raw -4564948.786792 + Penalty 3440.410050 = -4561508.376742
  nChanged 3725
		SP:Iteration 3F (427.360000 sec): 3 clusters
  Score: Raw -4569113.913373 + Penalty 3440.410050 = -4565673.503323
  nChanged 3969
		SP:Iteration 4F (427.460000 sec): 3 clusters
  Score: Raw -4574185.959964 + Penalty 3440.410050 = -4570745.549914
  nChanged 3614
		SP:Iteration 5F (427.550000 sec): 3 clusters
  Score: Raw -4578796.865261 + Penalty 3440.410050 = -4575356.455211
  nChanged 2477
		SP:Iteration 6F (427.650000 sec): 3 clusters
  Score: Raw -4581092.522328 + Penalty 3440.410050 = -4577652.112278
  nChanged 1465
		SP:Iteration 7Q (427.740000 sec): 3 clusters
  Score: Raw -4582021.685793 + Penalty 3440.410050 = -4578581.275743
  nChanged 885
		SP:Iteration 8Q (427.840000 sec): 3 clusters
  Score: Raw -4582612.798994 + Penalty 3440.410050 = -4579172.388945
  nChanged 700
		SP:Iteration 9Q (427.930000 sec): 3 clusters
  Score: Raw -4583222.237318 + Penalty 3440.410050 = -4579781.827268
  nChanged 583
		SP:Iteration 10Q (428.020000 sec): 3 clusters
  Score: Raw -4583686.608253 + Penalty 3440.410050 = -4580246.198203
  nChanged 456
		SP:Iteration 11Q (428.110000 sec): 3 clusters
  Score: Raw -4583865.942856 + Penalty 3440.410050 = -4580425.532806
  nChanged 305
		SP:Iteration 12Q (428.190000 sec): 3 clusters
  Score: Raw -4583930.107223 + Penalty 3440.410050 = -4580489.697173
  nChanged 193
		SP:Iteration 13Q (428.280000 sec): 3 clusters
  Score: Raw -4583957.658950 + Penalty 3440.410050 = -4580517.248900
  nChanged 156
		SP:Iteration 14Q (428.370000 sec): 3 clusters
  Score: Raw -4583972.841356 + Penalty 3440.410050 = -4580532.431306
  nChanged 110
		SP:Iteration 15Q (428.460000 sec): 3 clusters
  Score: Raw -4583981.243842 + Penalty 3440.410050 = -4580540.833792
  nChanged 84
		SP:Iteration 16Q (428.550000 sec): 3 clusters
  Score: Raw -4583986.482203 + Penalty 3440.410050 = -4580546.072153
  nChanged 74
		SP:Iteration 17Q (428.640000 sec): 3 clusters
  Score: Raw -4583990.701771 + Penalty 3440.410050 = -4580550.291721
  nChanged 56
		SP:Iteration 18Q (428.730000 sec): 3 clusters
  Score: Raw -4583993.895894 + Penalty 3440.410050 = -4580553.485844
  nChanged 51
		SP:Iteration 19Q (428.820000 sec): 3 clusters
  Score: Raw -4583996.461407 + Penalty 3440.410050 = -4580556.051357
  nChanged 36
		SP:Iteration 20F (428.910000 sec): 3 clusters
  Score: Raw -4583998.037160 + Penalty 3440.410050 = -4580557.627110
  nChanged 35
		SP:Iteration 21Q (429.000000 sec): 3 clusters
  Score: Raw -4583999.672639 + Penalty 3440.410050 = -4580559.262589
  nChanged 31
		SP:Iteration 22Q (429.100000 sec): 3 clusters
  Score: Raw -4584000.902820 + Penalty 3440.410050 = -4580560.492770
  nChanged 36
		SP:Iteration 23Q (429.180000 sec): 3 clusters
  Score: Raw -4584002.511105 + Penalty 3440.410050 = -4580562.101056
  nChanged 34
		SP:Iteration 24Q (429.280000 sec): 3 clusters
  Score: Raw -4584003.991139 + Penalty 3440.410050 = -4580563.581089
  nChanged 26
		SP:Iteration 25Q (429.370000 sec): 3 clusters
  Score: Raw -4584004.931177 + Penalty 3440.410050 = -4580564.521127
  nChanged 17
		SP:Iteration 26Q (429.460000 sec): 3 clusters
  Score: Raw -4584005.541588 + Penalty 3440.410050 = -4580565.131538
  nChanged 11
		SP:Iteration 27Q (429.540000 sec): 3 clusters
  Score: Raw -4584005.858459 + Penalty 3440.410050 = -4580565.448410
  nChanged 8
		SP:Iteration 28Q (429.640000 sec): 3 clusters
  Score: Raw -4584005.998456 + Penalty 3440.410050 = -4580565.588406
  nChanged 6
		SP:Iteration 29Q (429.730000 sec): 3 clusters
  Score: Raw -4584006.180533 + Penalty 3440.410050 = -4580565.770483
  nChanged 4
		SP:Iteration 30Q (429.820000 sec): 3 clusters
  Score: Raw -4584006.270872 + Penalty 3440.410050 = -4580565.860822
  nChanged 2
		SP:Iteration 31Q (429.910000 sec): 3 clusters
  Score: Raw -4584006.353501 + Penalty 3440.410050 = -4580565.943452
  nChanged 2
		SP:Iteration 32Q (430.000000 sec): 3 clusters
  Score: Raw -4584006.424149 + Penalty 3440.410050 = -4580566.014099
  nChanged 3
		SP:Iteration 33Q (430.080000 sec): 3 clusters
  Score: Raw -4584006.543861 + Penalty 3440.410050 = -4580566.133811
  nChanged 2
		SP:Iteration 34Q (430.170000 sec): 3 clusters
  Score: Raw -4584006.621973 + Penalty 3440.410050 = -4580566.211923
  nChanged 0
		SP:Iteration 35F (430.270000 sec): 3 clusters
  Score: Raw -4584006.621973 + Penalty 3440.410050 = -4580566.211923
  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 12.42 GB.

 Trying to split cluster 19 (94455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (430.540000 sec): 2 clusters
  Score: Raw -10796394.731698 + Penalty 1861.580307 = -10794533.151392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (430.780000 sec): 3 clusters
  Score: Raw -10734975.412456 + Penalty 3723.160613 = -10731252.251842
  nChanged 45220
		SP:Iteration 1F (431.020000 sec): 3 clusters
  Score: Raw -10763929.891724 + Penalty 3723.160613 = -10760206.731111
  nChanged 4891
		SP:Iteration 2F (431.260000 sec): 3 clusters
  Score: Raw -10766729.590876 + Penalty 3723.160613 = -10763006.430263
  nChanged 5660
		SP:Iteration 3F (431.510000 sec): 3 clusters
  Score: Raw -10770165.037429 + Penalty 3723.160613 = -10766441.876816
  nChanged 6691
		SP:Iteration 4F (431.750000 sec): 3 clusters
  Score: Raw -10775147.480466 + Penalty 3723.160613 = -10771424.319853
  nChanged 8045
		SP:Iteration 5F (432.000000 sec): 3 clusters
  Score: Raw -10782741.248942 + Penalty 3723.160613 = -10779018.088329
  nChanged 8485
		SP:Iteration 6F (432.230000 sec): 3 clusters
  Score: Raw -10792311.376560 + Penalty 3723.160613 = -10788588.215947
  nChanged 7189
		SP:Iteration 7F (432.460000 sec): 3 clusters
  Score: Raw -10800683.655906 + Penalty 3723.160613 = -10796960.495293
  nChanged 4897
		SP:Iteration 8F (432.700000 sec): 3 clusters
  Score: Raw -10806073.482619 + Penalty 3723.160613 = -10802350.322006
  nChanged 3104
		SP:Iteration 9Q (432.930000 sec): 3 clusters
  Score: Raw -10809164.504961 + Penalty 3723.160613 = -10805441.344348
  nChanged 1933
		SP:Iteration 10Q (433.140000 sec): 3 clusters
  Score: Raw -10810484.977115 + Penalty 3723.160613 = -10806761.816502
  nChanged 1204
		SP:Iteration 11Q (433.340000 sec): 3 clusters
  Score: Raw -10811017.731202 + Penalty 3723.160613 = -10807294.570589
  nChanged 801
		SP:Iteration 12Q (433.540000 sec): 3 clusters
  Score: Raw -10811248.241626 + Penalty 3723.160613 = -10807525.081013
  nChanged 503
		SP:Iteration 13Q (433.740000 sec): 3 clusters
  Score: Raw -10811376.425991 + Penalty 3723.160613 = -10807653.265378
  nChanged 416
		SP:Iteration 14Q (433.940000 sec): 3 clusters
  Score: Raw -10811473.327902 + Penalty 3723.160613 = -10807750.167289
  nChanged 349
		SP:Iteration 15Q (434.140000 sec): 3 clusters
  Score: Raw -10811569.457241 + Penalty 3723.160613 = -10807846.296628
  nChanged 345
		SP:Iteration 16Q (434.330000 sec): 3 clusters
  Score: Raw -10811686.044468 + Penalty 3723.160613 = -10807962.883855
  nChanged 400
		SP:Iteration 17Q (434.540000 sec): 3 clusters
  Score: Raw -10811818.282370 + Penalty 3723.160613 = -10808095.121757
  nChanged 457
		SP:Iteration 18Q (434.740000 sec): 3 clusters
  Score: Raw -10811963.172185 + Penalty 3723.160613 = -10808240.011572
  nChanged 454
		SP:Iteration 19Q (434.940000 sec): 3 clusters
  Score: Raw -10812089.964182 + Penalty 3723.160613 = -10808366.803569
  nChanged 426
		SP:Iteration 20F (435.180000 sec): 3 clusters
  Score: Raw -10812193.244233 + Penalty 3723.160613 = -10808470.083620
  nChanged 409
		SP:Iteration 21Q (435.380000 sec): 3 clusters
  Score: Raw -10812283.893161 + Penalty 3723.160613 = -10808560.732548
  nChanged 418
		SP:Iteration 22Q (435.580000 sec): 3 clusters
  Score: Raw -10812365.203321 + Penalty 3723.160613 = -10808642.042708
  nChanged 367
		SP:Iteration 23Q (435.780000 sec): 3 clusters
  Score: Raw -10812422.099286 + Penalty 3723.160613 = -10808698.938673
  nChanged 331
		SP:Iteration 24Q (435.980000 sec): 3 clusters
  Score: Raw -10812464.251575 + Penalty 3723.160613 = -10808741.090962
  nChanged 281
		SP:Iteration 25Q (436.180000 sec): 3 clusters
  Score: Raw -10812491.869576 + Penalty 3723.160613 = -10808768.708962
  nChanged 233
		SP:Iteration 26Q (436.380000 sec): 3 clusters
  Score: Raw -10812509.362070 + Penalty 3723.160613 = -10808786.201457
  nChanged 185
		SP:Iteration 27Q (436.570000 sec): 3 clusters
  Score: Raw -10812522.249920 + Penalty 3723.160613 = -10808799.089306
  nChanged 160
		SP:Iteration 28Q (436.770000 sec): 3 clusters
  Score: Raw -10812532.096768 + Penalty 3723.160613 = -10808808.936155
  nChanged 146
		SP:Iteration 29Q (436.970000 sec): 3 clusters
  Score: Raw -10812541.540246 + Penalty 3723.160613 = -10808818.379633
  nChanged 162
		SP:Iteration 30Q (437.170000 sec): 3 clusters
  Score: Raw -10812551.338173 + Penalty 3723.160613 = -10808828.177560
  nChanged 151
		SP:Iteration 31Q (437.380000 sec): 3 clusters
  Score: Raw -10812559.346744 + Penalty 3723.160613 = -10808836.186131
  nChanged 135
		SP:Iteration 32Q (437.580000 sec): 3 clusters
  Score: Raw -10812566.197447 + Penalty 3723.160613 = -10808843.036834
  nChanged 106
		SP:Iteration 33Q (437.780000 sec): 3 clusters
  Score: Raw -10812571.098490 + Penalty 3723.160613 = -10808847.937877
  nChanged 107
		SP:Iteration 34Q (437.980000 sec): 3 clusters
  Score: Raw -10812575.890648 + Penalty 3723.160613 = -10808852.730035
  nChanged 94
		SP:Iteration 35Q (438.180000 sec): 3 clusters
  Score: Raw -10812578.983689 + Penalty 3723.160613 = -10808855.823076
  nChanged 72
		SP:Iteration 36Q (438.390000 sec): 3 clusters
  Score: Raw -10812581.293511 + Penalty 3723.160613 = -10808858.132898
  nChanged 51
		SP:Iteration 37Q (438.580000 sec): 3 clusters
  Score: Raw -10812582.641633 + Penalty 3723.160613 = -10808859.481020
  nChanged 41
		SP:Iteration 38Q (438.790000 sec): 3 clusters
  Score: Raw -10812583.790422 + Penalty 3723.160613 = -10808860.629809
  nChanged 33
		SP:Iteration 39Q (438.990000 sec): 3 clusters
  Score: Raw -10812584.473405 + Penalty 3723.160613 = -10808861.312792
  nChanged 32
		SP:Iteration 40F (439.230000 sec): 3 clusters
  Score: Raw -10812585.119420 + Penalty 3723.160613 = -10808861.958807
  nChanged 28
		SP:Iteration 41Q (439.440000 sec): 3 clusters
  Score: Raw -10812585.580431 + Penalty 3723.160613 = -10808862.419818
  nChanged 17
		SP:Iteration 42Q (439.640000 sec): 3 clusters
  Score: Raw -10812585.917476 + Penalty 3723.160613 = -10808862.756863
  nChanged 17
		SP:Iteration 43Q (439.850000 sec): 3 clusters
  Score: Raw -10812586.222364 + Penalty 3723.160613 = -10808863.061751
  nChanged 14
		SP:Iteration 44Q (440.050000 sec): 3 clusters
  Score: Raw -10812586.505898 + Penalty 3723.160613 = -10808863.345285
  nChanged 13
		SP:Iteration 45Q (440.260000 sec): 3 clusters
  Score: Raw -10812586.765161 + Penalty 3723.160613 = -10808863.604548
  nChanged 9
		SP:Iteration 46Q (440.460000 sec): 3 clusters
  Score: Raw -10812586.861134 + Penalty 3723.160613 = -10808863.700521
  nChanged 6
		SP:Iteration 47Q (440.660000 sec): 3 clusters
  Score: Raw -10812586.946599 + Penalty 3723.160613 = -10808863.785986
  nChanged 7
		SP:Iteration 48Q (440.860000 sec): 3 clusters
  Score: Raw -10812587.043265 + Penalty 3723.160613 = -10808863.882652
  nChanged 5
		SP:Iteration 49Q (441.070000 sec): 3 clusters
  Score: Raw -10812587.096623 + Penalty 3723.160613 = -10808863.936010
  nChanged 1
		SP:Iteration 50Q (441.270000 sec): 3 clusters
  Score: Raw -10812587.112997 + Penalty 3723.160613 = -10808863.952384
  nChanged 2
		SP:Iteration 51Q (441.480000 sec): 3 clusters
  Score: Raw -10812587.152263 + Penalty 3723.160613 = -10808863.991649
  nChanged 1
		SP:Iteration 52Q (441.680000 sec): 3 clusters
  Score: Raw -10812587.157873 + Penalty 3723.160613 = -10808863.997260
  nChanged 1
		SP:Iteration 53Q (441.890000 sec): 3 clusters
  Score: Raw -10812587.163505 + Penalty 3723.160613 = -10808864.002892
  nChanged 2
		SP:Iteration 54Q (442.100000 sec): 3 clusters
  Score: Raw -10812587.198091 + Penalty 3723.160613 = -10808864.037478
  nChanged 4
		SP:Iteration 55Q (442.310000 sec): 3 clusters
  Score: Raw -10812587.245362 + Penalty 3723.160613 = -10808864.084749
  nChanged 2
		SP:Iteration 56Q (442.520000 sec): 3 clusters
  Score: Raw -10812587.269456 + Penalty 3723.160613 = -10808864.108843
  nChanged 3
		SP:Iteration 57Q (442.720000 sec): 3 clusters
  Score: Raw -10812587.311764 + Penalty 3723.160613 = -10808864.151151
  nChanged 4
		SP:Iteration 58Q (442.930000 sec): 3 clusters
  Score: Raw -10812587.335156 + Penalty 3723.160613 = -10808864.174543
  nChanged 3
		SP:Iteration 59Q (443.140000 sec): 3 clusters
  Score: Raw -10812587.371598 + Penalty 3723.160613 = -10808864.210985
  nChanged 2
		SP:Iteration 60F (443.370000 sec): 3 clusters
  Score: Raw -10812587.391819 + Penalty 3723.160613 = -10808864.231206
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Iteration 20F (491.310000 sec): 36 clusters
  Score: Raw -155432839.395176 + Penalty 80411.554294 = -155352427.840882
  nChanged 65274
Iteration 21Q (501.790000 sec): 36 clusters
  Score: Raw -155472854.829044 + Penalty 80411.554294 = -155392443.274750
  nChanged 33544
Iteration 22Q (510.740000 sec): 36 clusters
  Score: Raw -155492022.803054 + Penalty 80411.554294 = -155411611.248760
  nChanged 25860
Iteration 23Q (519.220000 sec): 36 clusters
  Score: Raw -155504422.283138 + Penalty 80411.554294 = -155424010.728844
  nChanged 22006
Iteration 24Q (527.510000 sec): 36 clusters
  Score: Raw -155513695.669557 + Penalty 80411.554294 = -155433284.115263
  nChanged 19135
Iteration 25Q (535.570000 sec): 36 clusters
  Score: Raw -155521054.781947 + Penalty 80411.554294 = -155440643.227653
  nChanged 17063
Iteration 26Q (543.600000 sec): 36 clusters
  Score: Raw -155526978.558666 + Penalty 80411.554294 = -155446567.004372
  nChanged 15006
Iteration 27Q (550.540000 sec): 36 clusters
  Score: Raw -155531713.146654 + Penalty 80411.554294 = -155451301.592360
  nChanged 13085
Iteration 28Q (557.420000 sec): 36 clusters
  Score: Raw -155535331.973728 + Penalty 80411.554294 = -155454920.419434
  nChanged 11450
Iteration 29Q (564.350000 sec): 36 clusters
  Score: Raw -155538097.407692 + Penalty 80411.554294 = -155457685.853398
  nChanged 10072
Iteration 30Q (571.460000 sec): 36 clusters
  Score: Raw -155540312.204424 + Penalty 80411.554294 = -155459900.650130
  nChanged 8553
Iteration 31Q (579.010000 sec): 36 clusters
  Score: Raw -155542041.017835 + Penalty 80411.554294 = -155461629.463541
  nChanged 7353
Iteration 32Q (586.510000 sec): 36 clusters
  Score: Raw -155543396.522089 + Penalty 80411.554294 = -155462984.967795
  nChanged 6281
Iteration 33Q (593.420000 sec): 36 clusters
  Score: Raw -155544620.217006 + Penalty 80411.554294 = -155464208.662712
  nChanged 5462
Iteration 34Q (599.960000 sec): 36 clusters
  Score: Raw -155545707.314934 + Penalty 80411.554294 = -155465295.760640
  nChanged 4828
Iteration 35Q (606.800000 sec): 36 clusters
  Score: Raw -155546698.144934 + Penalty 80411.554294 = -155466286.590640
  nChanged 4407
Iteration 36Q (613.340000 sec): 36 clusters
  Score: Raw -155547483.311884 + Penalty 80411.554294 = -155467071.757590
  nChanged 3993
Iteration 37Q (619.850000 sec): 36 clusters
  Score: Raw -155548229.953852 + Penalty 80411.554294 = -155467818.399558
  nChanged 3772
Iteration 38Q (626.390000 sec): 36 clusters
  Score: Raw -155549017.269170 + Penalty 80411.554294 = -155468605.714876
  nChanged 3533
Iteration 39Q (633.590000 sec): 36 clusters
  Score: Raw -155550049.382471 + Penalty 80411.554294 = -155469637.828177
  nChanged 3651
Iteration 40F (676.680000 sec): 36 clusters
  Score: Raw -155556154.639811 + Penalty 80411.554294 = -155475743.085517
  nChanged 6190
Iteration 41Q (684.730000 sec): 36 clusters
  Score: Raw -155561019.501054 + Penalty 80411.554294 = -155480607.946760
  nChanged 6774
Iteration 42Q (692.590000 sec): 36 clusters
  Score: Raw -155563331.984589 + Penalty 80411.554294 = -155482920.430295
  nChanged 6004
Iteration 43Q (700.370000 sec): 36 clusters
  Score: Raw -155564561.973806 + Penalty 80411.554294 = -155484150.419512
  nChanged 5140
Iteration 44Q (708.030000 sec): 36 clusters
  Score: Raw -155565490.447241 + Penalty 80411.554294 = -155485078.892946
  nChanged 4393
Iteration 45Q (715.590000 sec): 36 clusters
  Score: Raw -155566283.868011 + Penalty 80411.554294 = -155485872.313717
  nChanged 3836
Iteration 46Q (723.190000 sec): 36 clusters
  Score: Raw -155567094.042547 + Penalty 80411.554294 = -155486682.488252
  nChanged 3429
Iteration 47Q (730.720000 sec): 36 clusters
  Score: Raw -155568329.041150 + Penalty 80411.554294 = -155487917.486856
  nChanged 3264
Iteration 48Q (738.200000 sec): 36 clusters
  Score: Raw -155570243.812663 + Penalty 80411.554294 = -155489832.258369
  nChanged 2996
Iteration 49Q (745.660000 sec): 36 clusters
  Score: Raw -155571237.622164 + Penalty 80411.554294 = -155490826.067870
  nChanged 3020
Iteration 50Q (753.240000 sec): 36 clusters
  Score: Raw -155572059.665292 + Penalty 80411.554294 = -155491648.110997
  nChanged 2841
Iteration 51Q (760.750000 sec): 36 clusters
  Score: Raw -155572662.004890 + Penalty 80411.554294 = -155492250.450596
  nChanged 2606
Iteration 52Q (768.240000 sec): 36 clusters
  Score: Raw -155573075.078693 + Penalty 80411.554294 = -155492663.524399
  nChanged 2217
Iteration 53Q (775.690000 sec): 36 clusters
  Score: Raw -155573370.750215 + Penalty 80411.554294 = -155492959.195921
  nChanged 1822
Iteration 54Q (783.150000 sec): 36 clusters
  Score: Raw -155573569.022564 + Penalty 80411.554294 = -155493157.468270
  nChanged 1576
Iteration 55Q (790.570000 sec): 36 clusters
  Score: Raw -155573716.913722 + Penalty 80411.554294 = -155493305.359428
  nChanged 1389
Iteration 56Q (798.000000 sec): 36 clusters
  Score: Raw -155573819.379765 + Penalty 80411.554294 = -155493407.825471
  nChanged 1140
Iteration 57Q (805.420000 sec): 36 clusters
  Score: Raw -155573895.187136 + Penalty 80411.554294 = -155493483.632842
  nChanged 963
Iteration 58Q (812.770000 sec): 36 clusters
  Score: Raw -155573951.981591 + Penalty 80411.554294 = -155493540.427297
  nChanged 805
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155573951.981591 + Penalty 80411.554294 = -155493540.427297
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (10603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (813.120000 sec): 2 clusters
  Score: Raw -1170906.179463 + Penalty 1506.194992 = -1169399.984471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (813.150000 sec): 3 clusters
  Score: Raw -1164983.923162 + Penalty 3012.389984 = -1161971.533178
  nChanged 4564
		SP:Iteration 1F (813.180000 sec): 3 clusters
  Score: Raw -1167781.605914 + Penalty 3012.389984 = -1164769.215930
  nChanged 875
		SP:Iteration 2F (813.210000 sec): 3 clusters
  Score: Raw -1168457.628944 + Penalty 3012.389984 = -1165445.238960
  nChanged 909
		SP:Iteration 3F (813.230000 sec): 3 clusters
  Score: Raw -1169307.332600 + Penalty 3012.389984 = -1166294.942616
  nChanged 923
		SP:Iteration 4F (813.260000 sec): 3 clusters
  Score: Raw -1170299.229283 + Penalty 3012.389984 = -1167286.839299
  nChanged 882
		SP:Iteration 5F (813.280000 sec): 3 clusters
  Score: Raw -1171276.170902 + Penalty 3012.389984 = -1168263.780918
  nChanged 769
		SP:Iteration 6F (813.310000 sec): 3 clusters
  Score: Raw -1172159.230420 + Penalty 3012.389984 = -1169146.840436
  nChanged 635
		SP:Iteration 7F (813.330000 sec): 3 clusters
  Score: Raw -1172911.492372 + Penalty 3012.389984 = -1169899.102388
  nChanged 443
		SP:Iteration 8Q (813.360000 sec): 3 clusters
  Score: Raw -1173345.278902 + Penalty 3012.389984 = -1170332.888918
  nChanged 301
		SP:Iteration 9Q (813.380000 sec): 3 clusters
  Score: Raw -1173612.280238 + Penalty 3012.389984 = -1170599.890254
  nChanged 208
		SP:Iteration 10Q (813.400000 sec): 3 clusters
  Score: Raw -1173738.656054 + Penalty 3012.389984 = -1170726.266069
  nChanged 147
		SP:Iteration 11Q (813.430000 sec): 3 clusters
  Score: Raw -1173793.607491 + Penalty 3012.389984 = -1170781.217507
  nChanged 103
		SP:Iteration 12Q (813.450000 sec): 3 clusters
  Score: Raw -1173825.418611 + Penalty 3012.389984 = -1170813.028627
  nChanged 68
		SP:Iteration 13Q (813.470000 sec): 3 clusters
  Score: Raw -1173842.877732 + Penalty 3012.389984 = -1170830.487748
  nChanged 44
		SP:Iteration 14Q (813.490000 sec): 3 clusters
  Score: Raw -1173851.228906 + Penalty 3012.389984 = -1170838.838922
  nChanged 33
		SP:Iteration 15Q (813.510000 sec): 3 clusters
  Score: Raw -1173856.295633 + Penalty 3012.389984 = -1170843.905649
  nChanged 19
		SP:Iteration 16Q (813.530000 sec): 3 clusters
  Score: Raw -1173858.828352 + Penalty 3012.389984 = -1170846.438367
  nChanged 12
		SP:Iteration 17Q (813.550000 sec): 3 clusters
  Score: Raw -1173859.961707 + Penalty 3012.389984 = -1170847.571723
  nChanged 5
		SP:Iteration 18Q (813.580000 sec): 3 clusters
  Score: Raw -1173860.748757 + Penalty 3012.389984 = -1170848.358773
  nChanged 9
		SP:Iteration 19Q (813.600000 sec): 3 clusters
  Score: Raw -1173861.938632 + Penalty 3012.389984 = -1170849.548648
  nChanged 6
		SP:Iteration 20F (813.620000 sec): 3 clusters
  Score: Raw -1173862.905518 + Penalty 3012.389984 = -1170850.515534
  nChanged 10
		SP:Iteration 21Q (813.640000 sec): 3 clusters
  Score: Raw -1173864.286536 + Penalty 3012.389984 = -1170851.896552
  nChanged 10
		SP:Iteration 22Q (813.660000 sec): 3 clusters
  Score: Raw -1173865.654105 + Penalty 3012.389984 = -1170853.264121
  nChanged 9
		SP:Iteration 23Q (813.680000 sec): 3 clusters
  Score: Raw -1173866.590914 + Penalty 3012.389984 = -1170854.200929
  nChanged 10
		SP:Iteration 24Q (813.710000 sec): 3 clusters
  Score: Raw -1173867.876538 + Penalty 3012.389984 = -1170855.486554
  nChanged 9
		SP:Iteration 25Q (813.730000 sec): 3 clusters
  Score: Raw -1173868.717026 + Penalty 3012.389984 = -1170856.327042
  nChanged 3
		SP:Iteration 26Q (813.750000 sec): 3 clusters
  Score: Raw -1173869.386130 + Penalty 3012.389984 = -1170856.996146
  nChanged 3
		SP:Iteration 27Q (813.770000 sec): 3 clusters
  Score: Raw -1173869.753076 + Penalty 3012.389984 = -1170857.363091
  nChanged 1
		SP:Iteration 28Q (813.790000 sec): 3 clusters
  Score: Raw -1173869.828218 + Penalty 3012.389984 = -1170857.438233
  nChanged 1
		SP:Iteration 29Q (813.810000 sec): 3 clusters
  Score: Raw -1173869.862227 + Penalty 3012.389984 = -1170857.472243
  nChanged 2
		SP:Iteration 30Q (813.850000 sec): 3 clusters
  Score: Raw -1173870.031695 + Penalty 3012.389984 = -1170857.641711
  nChanged 1
		SP:Iteration 31Q (813.870000 sec): 3 clusters
  Score: Raw -1173870.066280 + Penalty 3012.389984 = -1170857.676296
  nChanged 0
		SP:Iteration 32F (813.900000 sec): 3 clusters
  Score: Raw -1173870.066280 + Penalty 3012.389984 = -1170857.676296
  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 12.42 GB.

 Trying to split cluster 2 (73606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (814.130000 sec): 2 clusters
  Score: Raw -8649530.428939 + Penalty 1821.053296 = -8647709.375643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (814.320000 sec): 3 clusters
  Score: Raw -8602261.234770 + Penalty 3642.106593 = -8598619.128178
  nChanged 34864
		SP:Iteration 1F (814.500000 sec): 3 clusters
  Score: Raw -8622205.327361 + Penalty 3642.106593 = -8618563.220769
  nChanged 2525
		SP:Iteration 2Q (814.700000 sec): 3 clusters
  Score: Raw -8622888.858137 + Penalty 3642.106593 = -8619246.751544
  nChanged 2852
		SP:Iteration 3Q (814.910000 sec): 3 clusters
  Score: Raw -8623826.297379 + Penalty 3642.106593 = -8620184.190786
  nChanged 3494
		SP:Iteration 4Q (815.120000 sec): 3 clusters
  Score: Raw -8625383.092196 + Penalty 3642.106593 = -8621740.985603
  nChanged 4729
		SP:Iteration 5F (815.310000 sec): 3 clusters
  Score: Raw -8628206.834386 + Penalty 3642.106593 = -8624564.727793
  nChanged 6163
		SP:Iteration 6F (815.510000 sec): 3 clusters
  Score: Raw -8633065.010758 + Penalty 3642.106593 = -8629422.904166
  nChanged 6825
		SP:Iteration 7F (815.690000 sec): 3 clusters
  Score: Raw -8639493.478949 + Penalty 3642.106593 = -8635851.372356
  nChanged 5553
		SP:Iteration 8F (815.880000 sec): 3 clusters
  Score: Raw -8644992.584152 + Penalty 3642.106593 = -8641350.477560
  nChanged 3057
		SP:Iteration 9Q (816.070000 sec): 3 clusters
  Score: Raw -8647897.862413 + Penalty 3642.106593 = -8644255.755820
  nChanged 1278
		SP:Iteration 10Q (816.280000 sec): 3 clusters
  Score: Raw -8649079.551022 + Penalty 3642.106593 = -8645437.444430
  nChanged 420
		SP:Iteration 11Q (816.460000 sec): 3 clusters
  Score: Raw -8649497.630727 + Penalty 3642.106593 = -8645855.524135
  nChanged 112
		SP:Iteration 12Q (816.610000 sec): 3 clusters
  Score: Raw -8649634.648750 + Penalty 3642.106593 = -8645992.542157
  nChanged 54
		SP:Iteration 13Q (816.750000 sec): 3 clusters
  Score: Raw -8649698.195701 + Penalty 3642.106593 = -8646056.089108
  nChanged 25
		SP:Iteration 14Q (816.890000 sec): 3 clusters
  Score: Raw -8649725.674859 + Penalty 3642.106593 = -8646083.568266
  nChanged 15
		SP:Iteration 15Q (817.020000 sec): 3 clusters
  Score: Raw -8649743.479907 + Penalty 3642.106593 = -8646101.373315
  nChanged 6
		SP:Iteration 16Q (817.150000 sec): 3 clusters
  Score: Raw -8649752.144222 + Penalty 3642.106593 = -8646110.037629
  nChanged 6
		SP:Iteration 17Q (817.290000 sec): 3 clusters
  Score: Raw -8649758.911335 + Penalty 3642.106593 = -8646116.804743
  nChanged 6
		SP:Iteration 18Q (817.420000 sec): 3 clusters
  Score: Raw -8649768.052202 + Penalty 3642.106593 = -8646125.945609
  nChanged 6
		SP:Iteration 19Q (817.550000 sec): 3 clusters
  Score: Raw -8649778.656062 + Penalty 3642.106593 = -8646136.549470
  nChanged 3
		SP:Iteration 20F (817.740000 sec): 3 clusters
  Score: Raw -8649783.340043 + Penalty 3642.106593 = -8646141.233450
  nChanged 3
		SP:Iteration 21Q (817.870000 sec): 3 clusters
  Score: Raw -8649786.921308 + Penalty 3642.106593 = -8646144.814716
  nChanged 1
		SP:Iteration 22Q (818.000000 sec): 3 clusters
  Score: Raw -8649787.302948 + Penalty 3642.106593 = -8646145.196355
  nChanged 1
		SP:Iteration 23Q (818.130000 sec): 3 clusters
  Score: Raw -8649788.611418 + Penalty 3642.106593 = -8646146.504826
  nChanged 1
		SP:Iteration 24Q (818.260000 sec): 3 clusters
  Score: Raw -8649789.417594 + Penalty 3642.106593 = -8646147.311001
  nChanged 0
		SP:Iteration 25F (818.450000 sec): 3 clusters
  Score: Raw -8649789.417594 + Penalty 3642.106593 = -8646147.311001
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (54725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (818.600000 sec): 2 clusters
  Score: Raw -6478874.754412 + Penalty 1772.887337 = -6477101.867074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (818.740000 sec): 3 clusters
  Score: Raw -6443849.089126 + Penalty 3545.774675 = -6440303.314451
  nChanged 25905
		SP:Iteration 1F (818.880000 sec): 3 clusters
  Score: Raw -6458528.685517 + Penalty 3545.774675 = -6454982.910842
  nChanged 2052
		SP:Iteration 2Q (819.020000 sec): 3 clusters
  Score: Raw -6459110.110596 + Penalty 3545.774675 = -6455564.335922
  nChanged 2110
		SP:Iteration 3Q (819.160000 sec): 3 clusters
  Score: Raw -6459823.923834 + Penalty 3545.774675 = -6456278.149160
  nChanged 2387
		SP:Iteration 4Q (819.300000 sec): 3 clusters
  Score: Raw -6460813.591398 + Penalty 3545.774675 = -6457267.816723
  nChanged 2961
		SP:Iteration 5F (819.440000 sec): 3 clusters
  Score: Raw -6462433.294524 + Penalty 3545.774675 = -6458887.519849
  nChanged 3602
		SP:Iteration 6F (819.580000 sec): 3 clusters
  Score: Raw -6464928.329751 + Penalty 3545.774675 = -6461382.555076
  nChanged 4377
		SP:Iteration 7F (819.720000 sec): 3 clusters
  Score: Raw -6468278.678666 + Penalty 3545.774675 = -6464732.903992
  nChanged 4316
		SP:Iteration 8F (819.860000 sec): 3 clusters
  Score: Raw -6471254.875104 + Penalty 3545.774675 = -6467709.100429
  nChanged 3632
		SP:Iteration 9F (820.000000 sec): 3 clusters
  Score: Raw -6473326.741421 + Penalty 3545.774675 = -6469780.966746
  nChanged 2651
		SP:Iteration 10Q (820.130000 sec): 3 clusters
  Score: Raw -6474480.539314 + Penalty 3545.774675 = -6470934.764640
  nChanged 1797
		SP:Iteration 11Q (820.270000 sec): 3 clusters
  Score: Raw -6475054.137858 + Penalty 3545.774675 = -6471508.363184
  nChanged 1182
		SP:Iteration 12Q (820.410000 sec): 3 clusters
  Score: Raw -6475372.488068 + Penalty 3545.774675 = -6471826.713393
  nChanged 914
		SP:Iteration 13Q (820.550000 sec): 3 clusters
  Score: Raw -6475604.002749 + Penalty 3545.774675 = -6472058.228074
  nChanged 780
		SP:Iteration 14Q (820.690000 sec): 3 clusters
  Score: Raw -6475789.019107 + Penalty 3545.774675 = -6472243.244432
  nChanged 755
		SP:Iteration 15Q (820.830000 sec): 3 clusters
  Score: Raw -6475953.654947 + Penalty 3545.774675 = -6472407.880273
  nChanged 685
		SP:Iteration 16Q (820.970000 sec): 3 clusters
  Score: Raw -6476094.911518 + Penalty 3545.774675 = -6472549.136843
  nChanged 667
		SP:Iteration 17Q (821.100000 sec): 3 clusters
  Score: Raw -6476243.148162 + Penalty 3545.774675 = -6472697.373487
  nChanged 649
		SP:Iteration 18Q (821.240000 sec): 3 clusters
  Score: Raw -6476398.316859 + Penalty 3545.774675 = -6472852.542185
  nChanged 680
		SP:Iteration 19Q (821.380000 sec): 3 clusters
  Score: Raw -6476570.608815 + Penalty 3545.774675 = -6473024.834140
  nChanged 714
		SP:Iteration 20F (821.520000 sec): 3 clusters
  Score: Raw -6476766.728242 + Penalty 3545.774675 = -6473220.953567
  nChanged 720
		SP:Iteration 21Q (821.660000 sec): 3 clusters
  Score: Raw -6476960.235532 + Penalty 3545.774675 = -6473414.460858
  nChanged 681
		SP:Iteration 22Q (821.800000 sec): 3 clusters
  Score: Raw -6477144.044789 + Penalty 3545.774675 = -6473598.270114
  nChanged 626
		SP:Iteration 23Q (821.940000 sec): 3 clusters
  Score: Raw -6477324.959732 + Penalty 3545.774675 = -6473779.185057
  nChanged 651
		SP:Iteration 24Q (822.080000 sec): 3 clusters
  Score: Raw -6477509.529661 + Penalty 3545.774675 = -6473963.754986
  nChanged 622
		SP:Iteration 25Q (822.210000 sec): 3 clusters
  Score: Raw -6477698.746419 + Penalty 3545.774675 = -6474152.971744
  nChanged 639
		SP:Iteration 26Q (822.350000 sec): 3 clusters
  Score: Raw -6477913.326131 + Penalty 3545.774675 = -6474367.551456
  nChanged 574
		SP:Iteration 27Q (822.490000 sec): 3 clusters
  Score: Raw -6478108.604699 + Penalty 3545.774675 = -6474562.830024
  nChanged 550
		SP:Iteration 28Q (822.630000 sec): 3 clusters
  Score: Raw -6478303.884699 + Penalty 3545.774675 = -6474758.110024
  nChanged 470
		SP:Iteration 29Q (822.760000 sec): 3 clusters
  Score: Raw -6478486.927142 + Penalty 3545.774675 = -6474941.152468
  nChanged 424
		SP:Iteration 30Q (822.890000 sec): 3 clusters
  Score: Raw -6478667.845753 + Penalty 3545.774675 = -6475122.071078
  nChanged 425
		SP:Iteration 31Q (823.030000 sec): 3 clusters
  Score: Raw -6478868.627172 + Penalty 3545.774675 = -6475322.852497
  nChanged 363
		SP:Iteration 32Q (823.150000 sec): 3 clusters
  Score: Raw -6479086.203739 + Penalty 3545.774675 = -6475540.429065
  nChanged 353
		SP:Iteration 33Q (823.280000 sec): 3 clusters
  Score: Raw -6479322.200603 + Penalty 3545.774675 = -6475776.425928
  nChanged 291
		SP:Iteration 34Q (823.390000 sec): 3 clusters
  Score: Raw -6479524.387119 + Penalty 3545.774675 = -6475978.612444
  nChanged 284
		SP:Iteration 35Q (823.510000 sec): 3 clusters
  Score: Raw -6479668.606068 + Penalty 3545.774675 = -6476122.831394
  nChanged 205
		SP:Iteration 36Q (823.620000 sec): 3 clusters
  Score: Raw -6479748.372216 + Penalty 3545.774675 = -6476202.597541
  nChanged 174
		SP:Iteration 37Q (823.730000 sec): 3 clusters
  Score: Raw -6479812.764422 + Penalty 3545.774675 = -6476266.989747
  nChanged 153
		SP:Iteration 38Q (823.840000 sec): 3 clusters
  Score: Raw -6479865.469065 + Penalty 3545.774675 = -6476319.694390
  nChanged 113
		SP:Iteration 39Q (823.940000 sec): 3 clusters
  Score: Raw -6479897.890963 + Penalty 3545.774675 = -6476352.116288
  nChanged 87
		SP:Iteration 40F (824.080000 sec): 3 clusters
  Score: Raw -6479912.318951 + Penalty 3545.774675 = -6476366.544276
  nChanged 56
		SP:Iteration 41Q (824.180000 sec): 3 clusters
  Score: Raw -6479921.005201 + Penalty 3545.774675 = -6476375.230527
  nChanged 40
		SP:Iteration 42Q (824.290000 sec): 3 clusters
  Score: Raw -6479927.261933 + Penalty 3545.774675 = -6476381.487258
  nChanged 31
		SP:Iteration 43Q (824.390000 sec): 3 clusters
  Score: Raw -6479931.379940 + Penalty 3545.774675 = -6476385.605265
  nChanged 28
		SP:Iteration 44Q (824.490000 sec): 3 clusters
  Score: Raw -6479935.206520 + Penalty 3545.774675 = -6476389.431845
  nChanged 17
		SP:Iteration 45Q (824.590000 sec): 3 clusters
  Score: Raw -6479938.050483 + Penalty 3545.774675 = -6476392.275808
  nChanged 23
		SP:Iteration 46Q (824.690000 sec): 3 clusters
  Score: Raw -6479942.015815 + Penalty 3545.774675 = -6476396.241141
  nChanged 27
		SP:Iteration 47Q (824.800000 sec): 3 clusters
  Score: Raw -6479945.190127 + Penalty 3545.774675 = -6476399.415452
  nChanged 20
		SP:Iteration 48Q (824.900000 sec): 3 clusters
  Score: Raw -6479947.434953 + Penalty 3545.774675 = -6476401.660278
  nChanged 18
		SP:Iteration 49Q (825.010000 sec): 3 clusters
  Score: Raw -6479949.298994 + Penalty 3545.774675 = -6476403.524319
  nChanged 10
		SP:Iteration 50Q (825.110000 sec): 3 clusters
  Score: Raw -6479950.428361 + Penalty 3545.774675 = -6476404.653686
  nChanged 12
		SP:Iteration 51Q (825.210000 sec): 3 clusters
  Score: Raw -6479951.738675 + Penalty 3545.774675 = -6476405.964000
  nChanged 15
		SP:Iteration 52Q (825.320000 sec): 3 clusters
  Score: Raw -6479953.339798 + Penalty 3545.774675 = -6476407.565123
  nChanged 17
		SP:Iteration 53Q (825.430000 sec): 3 clusters
  Score: Raw -6479954.659180 + Penalty 3545.774675 = -6476408.884505
  nChanged 11
		SP:Iteration 54Q (825.540000 sec): 3 clusters
  Score: Raw -6479955.859677 + Penalty 3545.774675 = -6476410.085002
  nChanged 9
		SP:Iteration 55Q (825.650000 sec): 3 clusters
  Score: Raw -6479956.646461 + Penalty 3545.774675 = -6476410.871786
  nChanged 7
		SP:Iteration 56Q (825.760000 sec): 3 clusters
  Score: Raw -6479957.216132 + Penalty 3545.774675 = -6476411.441457
  nChanged 5
		SP:Iteration 57Q (825.860000 sec): 3 clusters
  Score: Raw -6479957.580537 + Penalty 3545.774675 = -6476411.805862
  nChanged 4
		SP:Iteration 58Q (825.970000 sec): 3 clusters
  Score: Raw -6479958.043023 + Penalty 3545.774675 = -6476412.268348
  nChanged 8
		SP:Iteration 59Q (826.090000 sec): 3 clusters
  Score: Raw -6479958.543278 + Penalty 3545.774675 = -6476412.768603
  nChanged 8
		SP:Iteration 60F (826.220000 sec): 3 clusters
  Score: Raw -6479959.144286 + Penalty 3545.774675 = -6476413.369611
  nChanged 7
		SP:Iteration 61Q (826.330000 sec): 3 clusters
  Score: Raw -6479959.963434 + Penalty 3545.774675 = -6476414.188759
  nChanged 9
		SP:Iteration 62Q (826.430000 sec): 3 clusters
  Score: Raw -6479960.590503 + Penalty 3545.774675 = -6476414.815829
  nChanged 2
		SP:Iteration 63Q (826.540000 sec): 3 clusters
  Score: Raw -6479960.687982 + Penalty 3545.774675 = -6476414.913308
  nChanged 1
		SP:Iteration 64Q (826.650000 sec): 3 clusters
  Score: Raw -6479960.745261 + Penalty 3545.774675 = -6476414.970586
  nChanged 1
		SP:Iteration 65Q (826.750000 sec): 3 clusters
  Score: Raw -6479960.809349 + Penalty 3545.774675 = -6476415.034675
  nChanged 2
		SP:Iteration 66Q (826.850000 sec): 3 clusters
  Score: Raw -6479961.038001 + Penalty 3545.774675 = -6476415.263327
  nChanged 3
		SP:Iteration 67Q (826.950000 sec): 3 clusters
  Score: Raw -6479961.290569 + Penalty 3545.774675 = -6476415.515894
  nChanged 1
		SP:Iteration 68Q (827.060000 sec): 3 clusters
  Score: Raw -6479961.322472 + Penalty 3545.774675 = -6476415.547797
  nChanged 1
		SP:Iteration 69Q (827.160000 sec): 3 clusters
  Score: Raw -6479961.416800 + Penalty 3545.774675 = -6476415.642126
  nChanged 2
		SP:Iteration 70Q (827.270000 sec): 3 clusters
  Score: Raw -6479961.497087 + Penalty 3545.774675 = -6476415.722412
  nChanged 2
		SP:Iteration 71Q (827.370000 sec): 3 clusters
  Score: Raw -6479961.604551 + Penalty 3545.774675 = -6476415.829877
  nChanged 1
		SP:Iteration 72Q (827.470000 sec): 3 clusters
  Score: Raw -6479961.667197 + Penalty 3545.774675 = -6476415.892522
  nChanged 0
		SP:Iteration 73F (827.620000 sec): 3 clusters
  Score: Raw -6479961.667197 + Penalty 3545.774675 = -6476415.892522
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (32274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (827.710000 sec): 2 clusters
  Score: Raw -3477997.477727 + Penalty 1687.077800 = -3476310.399927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (827.790000 sec): 3 clusters
  Score: Raw -3457923.177479 + Penalty 3374.155600 = -3454549.021879
  nChanged 14908
		SP:Iteration 1F (827.870000 sec): 3 clusters
  Score: Raw -3466617.462628 + Penalty 3374.155600 = -3463243.307028
  nChanged 2046
		SP:Iteration 2F (827.950000 sec): 3 clusters
  Score: Raw -3467729.122335 + Penalty 3374.155600 = -3464354.966735
  nChanged 2198
		SP:Iteration 3F (828.030000 sec): 3 clusters
  Score: Raw -3469112.590387 + Penalty 3374.155600 = -3465738.434787
  nChanged 2349
		SP:Iteration 4F (828.110000 sec): 3 clusters
  Score: Raw -3470781.476577 + Penalty 3374.155600 = -3467407.320976
  nChanged 2328
		SP:Iteration 5F (828.190000 sec): 3 clusters
  Score: Raw -3472625.763293 + Penalty 3374.155600 = -3469251.607693
  nChanged 2160
		SP:Iteration 6F (828.260000 sec): 3 clusters
  Score: Raw -3474472.375425 + Penalty 3374.155600 = -3471098.219825
  nChanged 1925
		SP:Iteration 7F (828.340000 sec): 3 clusters
  Score: Raw -3476122.937424 + Penalty 3374.155600 = -3472748.781824
  nChanged 1555
		SP:Iteration 8Q (828.410000 sec): 3 clusters
  Score: Raw -3477280.062293 + Penalty 3374.155600 = -3473905.906692
  nChanged 1183
		SP:Iteration 9Q (828.490000 sec): 3 clusters
  Score: Raw -3477979.572121 + Penalty 3374.155600 = -3474605.416521
  nChanged 787
		SP:Iteration 10Q (828.560000 sec): 3 clusters
  Score: Raw -3478351.859532 + Penalty 3374.155600 = -3474977.703932
  nChanged 570
		SP:Iteration 11Q (828.630000 sec): 3 clusters
  Score: Raw -3478573.364653 + Penalty 3374.155600 = -3475199.209053
  nChanged 442
		SP:Iteration 12Q (828.700000 sec): 3 clusters
  Score: Raw -3478729.648896 + Penalty 3374.155600 = -3475355.493296
  nChanged 362
		SP:Iteration 13Q (828.770000 sec): 3 clusters
  Score: Raw -3478844.013583 + Penalty 3374.155600 = -3475469.857983
  nChanged 283
		SP:Iteration 14Q (828.840000 sec): 3 clusters
  Score: Raw -3478923.500687 + Penalty 3374.155600 = -3475549.345087
  nChanged 252
		SP:Iteration 15Q (828.910000 sec): 3 clusters
  Score: Raw -3478984.598225 + Penalty 3374.155600 = -3475610.442624
  nChanged 214
		SP:Iteration 16Q (828.980000 sec): 3 clusters
  Score: Raw -3479029.126319 + Penalty 3374.155600 = -3475654.970719
  nChanged 175
		SP:Iteration 17Q (829.050000 sec): 3 clusters
  Score: Raw -3479063.957931 + Penalty 3374.155600 = -3475689.802331
  nChanged 150
		SP:Iteration 18Q (829.120000 sec): 3 clusters
  Score: Raw -3479090.274997 + Penalty 3374.155600 = -3475716.119397
  nChanged 140
		SP:Iteration 19Q (829.190000 sec): 3 clusters
  Score: Raw -3479118.184193 + Penalty 3374.155600 = -3475744.028592
  nChanged 143
		SP:Iteration 20F (829.270000 sec): 3 clusters
  Score: Raw -3479143.702766 + Penalty 3374.155600 = -3475769.547165
  nChanged 127
		SP:Iteration 21Q (829.330000 sec): 3 clusters
  Score: Raw -3479163.259982 + Penalty 3374.155600 = -3475789.104382
  nChanged 96
		SP:Iteration 22Q (829.410000 sec): 3 clusters
  Score: Raw -3479175.268800 + Penalty 3374.155600 = -3475801.113200
  nChanged 87
		SP:Iteration 23Q (829.470000 sec): 3 clusters
  Score: Raw -3479186.323931 + Penalty 3374.155600 = -3475812.168330
  nChanged 83
		SP:Iteration 24Q (829.540000 sec): 3 clusters
  Score: Raw -3479195.277123 + Penalty 3374.155600 = -3475821.121523
  nChanged 69
		SP:Iteration 25Q (829.610000 sec): 3 clusters
  Score: Raw -3479202.743891 + Penalty 3374.155600 = -3475828.588290
  nChanged 64
		SP:Iteration 26Q (829.680000 sec): 3 clusters
  Score: Raw -3479210.225286 + Penalty 3374.155600 = -3475836.069685
  nChanged 75
		SP:Iteration 27Q (829.750000 sec): 3 clusters
  Score: Raw -3479219.823279 + Penalty 3374.155600 = -3475845.667679
  nChanged 60
		SP:Iteration 28Q (829.810000 sec): 3 clusters
  Score: Raw -3479226.955716 + Penalty 3374.155600 = -3475852.800116
  nChanged 61
		SP:Iteration 29Q (829.880000 sec): 3 clusters
  Score: Raw -3479233.833003 + Penalty 3374.155600 = -3475859.677402
  nChanged 57
		SP:Iteration 30Q (829.940000 sec): 3 clusters
  Score: Raw -3479239.448942 + Penalty 3374.155600 = -3475865.293341
  nChanged 48
		SP:Iteration 31Q (830.010000 sec): 3 clusters
  Score: Raw -3479243.092354 + Penalty 3374.155600 = -3475868.936754
  nChanged 39
		SP:Iteration 32Q (830.090000 sec): 3 clusters
  Score: Raw -3479245.858924 + Penalty 3374.155600 = -3475871.703324
  nChanged 34
		SP:Iteration 33Q (830.150000 sec): 3 clusters
  Score: Raw -3479248.617077 + Penalty 3374.155600 = -3475874.461476
  nChanged 38
		SP:Iteration 34Q (830.220000 sec): 3 clusters
  Score: Raw -3479251.320432 + Penalty 3374.155600 = -3475877.164832
  nChanged 39
		SP:Iteration 35Q (830.290000 sec): 3 clusters
  Score: Raw -3479254.586903 + Penalty 3374.155600 = -3475880.431303
  nChanged 41
		SP:Iteration 36Q (830.350000 sec): 3 clusters
  Score: Raw -3479257.815930 + Penalty 3374.155600 = -3475883.660329
  nChanged 31
		SP:Iteration 37Q (830.420000 sec): 3 clusters
  Score: Raw -3479260.144670 + Penalty 3374.155600 = -3475885.989070
  nChanged 29
		SP:Iteration 38Q (830.490000 sec): 3 clusters
  Score: Raw -3479262.064940 + Penalty 3374.155600 = -3475887.909340
  nChanged 25
		SP:Iteration 39Q (830.560000 sec): 3 clusters
  Score: Raw -3479264.392583 + Penalty 3374.155600 = -3475890.236983
  nChanged 26
		SP:Iteration 40F (830.630000 sec): 3 clusters
  Score: Raw -3479266.825874 + Penalty 3374.155600 = -3475892.670274
  nChanged 23
		SP:Iteration 41Q (830.700000 sec): 3 clusters
  Score: Raw -3479268.631704 + Penalty 3374.155600 = -3475894.476103
  nChanged 24
		SP:Iteration 42Q (830.770000 sec): 3 clusters
  Score: Raw -3479270.208110 + Penalty 3374.155600 = -3475896.052510
  nChanged 19
		SP:Iteration 43Q (830.830000 sec): 3 clusters
  Score: Raw -3479271.332236 + Penalty 3374.155600 = -3475897.176636
  nChanged 16
		SP:Iteration 44Q (830.900000 sec): 3 clusters
  Score: Raw -3479272.532475 + Penalty 3374.155600 = -3475898.376875
  nChanged 13
		SP:Iteration 45Q (830.970000 sec): 3 clusters
  Score: Raw -3479273.632391 + Penalty 3374.155600 = -3475899.476791
  nChanged 21
		SP:Iteration 46Q (831.030000 sec): 3 clusters
  Score: Raw -3479275.475500 + Penalty 3374.155600 = -3475901.319900
  nChanged 20
		SP:Iteration 47Q (831.100000 sec): 3 clusters
  Score: Raw -3479277.675871 + Penalty 3374.155600 = -3475903.520271
  nChanged 36
		SP:Iteration 48Q (831.160000 sec): 3 clusters
  Score: Raw -3479281.157726 + Penalty 3374.155600 = -3475907.002126
  nChanged 42
		SP:Iteration 49Q (831.230000 sec): 3 clusters
  Score: Raw -3479285.709900 + Penalty 3374.155600 = -3475911.554299
  nChanged 45
		SP:Iteration 50Q (831.290000 sec): 3 clusters
  Score: Raw -3479289.516858 + Penalty 3374.155600 = -3475915.361257
  nChanged 32
		SP:Iteration 51Q (831.360000 sec): 3 clusters
  Score: Raw -3479293.070003 + Penalty 3374.155600 = -3475918.914403
  nChanged 33
		SP:Iteration 52Q (831.430000 sec): 3 clusters
  Score: Raw -3479296.985678 + Penalty 3374.155600 = -3475922.830078
  nChanged 41
		SP:Iteration 53Q (831.500000 sec): 3 clusters
  Score: Raw -3479301.186938 + Penalty 3374.155600 = -3475927.031338
  nChanged 40
		SP:Iteration 54Q (831.570000 sec): 3 clusters
  Score: Raw -3479304.945018 + Penalty 3374.155600 = -3475930.789418
  nChanged 32
		SP:Iteration 55Q (831.640000 sec): 3 clusters
  Score: Raw -3479307.292501 + Penalty 3374.155600 = -3475933.136901
  nChanged 21
		SP:Iteration 56Q (831.700000 sec): 3 clusters
  Score: Raw -3479308.435400 + Penalty 3374.155600 = -3475934.279800
  nChanged 15
		SP:Iteration 57Q (831.770000 sec): 3 clusters
  Score: Raw -3479309.286527 + Penalty 3374.155600 = -3475935.130927
  nChanged 18
		SP:Iteration 58Q (831.830000 sec): 3 clusters
  Score: Raw -3479310.481418 + Penalty 3374.155600 = -3475936.325817
  nChanged 22
		SP:Iteration 59Q (831.900000 sec): 3 clusters
  Score: Raw -3479312.258074 + Penalty 3374.155600 = -3475938.102473
  nChanged 20
		SP:Iteration 60F (831.980000 sec): 3 clusters
  Score: Raw -3479314.165943 + Penalty 3374.155600 = -3475940.010343
  nChanged 28
		SP:Iteration 61Q (832.050000 sec): 3 clusters
  Score: Raw -3479317.038397 + Penalty 3374.155600 = -3475942.882797
  nChanged 39
		SP:Iteration 62Q (832.110000 sec): 3 clusters
  Score: Raw -3479321.391314 + Penalty 3374.155600 = -3475947.235714
  nChanged 39
		SP:Iteration 63Q (832.180000 sec): 3 clusters
  Score: Raw -3479326.652201 + Penalty 3374.155600 = -3475952.496601
  nChanged 53
		SP:Iteration 64Q (832.250000 sec): 3 clusters
  Score: Raw -3479333.806258 + Penalty 3374.155600 = -3475959.650657
  nChanged 45
		SP:Iteration 65Q (832.310000 sec): 3 clusters
  Score: Raw -3479339.840101 + Penalty 3374.155600 = -3475965.684501
  nChanged 50
		SP:Iteration 66Q (832.380000 sec): 3 clusters
  Score: Raw -3479346.491268 + Penalty 3374.155600 = -3475972.335667
  nChanged 53
		SP:Iteration 67Q (832.450000 sec): 3 clusters
  Score: Raw -3479352.539627 + Penalty 3374.155600 = -3475978.384027
  nChanged 45
		SP:Iteration 68Q (832.510000 sec): 3 clusters
  Score: Raw -3479358.963871 + Penalty 3374.155600 = -3475984.808271
  nChanged 43
		SP:Iteration 69Q (832.570000 sec): 3 clusters
  Score: Raw -3479364.038833 + Penalty 3374.155600 = -3475989.883232
  nChanged 49
		SP:Iteration 70Q (832.640000 sec): 3 clusters
  Score: Raw -3479369.737108 + Penalty 3374.155600 = -3475995.581507
  nChanged 39
		SP:Iteration 71Q (832.700000 sec): 3 clusters
  Score: Raw -3479374.609488 + Penalty 3374.155600 = -3476000.453887
  nChanged 38
		SP:Iteration 72Q (832.770000 sec): 3 clusters
  Score: Raw -3479378.447556 + Penalty 3374.155600 = -3476004.291956
  nChanged 31
		SP:Iteration 73Q (832.830000 sec): 3 clusters
  Score: Raw -3479381.203016 + Penalty 3374.155600 = -3476007.047416
  nChanged 28
		SP:Iteration 74Q (832.900000 sec): 3 clusters
  Score: Raw -3479383.617974 + Penalty 3374.155600 = -3476009.462374
  nChanged 18
		SP:Iteration 75Q (832.960000 sec): 3 clusters
  Score: Raw -3479385.230018 + Penalty 3374.155600 = -3476011.074418
  nChanged 21
		SP:Iteration 76Q (833.030000 sec): 3 clusters
  Score: Raw -3479387.138130 + Penalty 3374.155600 = -3476012.982529
  nChanged 14
		SP:Iteration 77Q (833.090000 sec): 3 clusters
  Score: Raw -3479388.458816 + Penalty 3374.155600 = -3476014.303216
  nChanged 14
		SP:Iteration 78Q (833.150000 sec): 3 clusters
  Score: Raw -3479390.013211 + Penalty 3374.155600 = -3476015.857611
  nChanged 16
		SP:Iteration 79Q (833.220000 sec): 3 clusters
  Score: Raw -3479391.178872 + Penalty 3374.155600 = -3476017.023271
  nChanged 19
		SP:Iteration 80F (833.300000 sec): 3 clusters
  Score: Raw -3479393.042020 + Penalty 3374.155600 = -3476018.886420
  nChanged 16
		SP:Iteration 81Q (833.360000 sec): 3 clusters
  Score: Raw -3479394.267459 + Penalty 3374.155600 = -3476020.111859
  nChanged 13
		SP:Iteration 82Q (833.430000 sec): 3 clusters
  Score: Raw -3479395.248438 + Penalty 3374.155600 = -3476021.092838
  nChanged 11
		SP:Iteration 83Q (833.490000 sec): 3 clusters
  Score: Raw -3479395.903021 + Penalty 3374.155600 = -3476021.747420
  nChanged 11
		SP:Iteration 84Q (833.550000 sec): 3 clusters
  Score: Raw -3479396.663969 + Penalty 3374.155600 = -3476022.508369
  nChanged 10
		SP:Iteration 85Q (833.620000 sec): 3 clusters
  Score: Raw -3479397.436513 + Penalty 3374.155600 = -3476023.280913
  nChanged 19
		SP:Iteration 86Q (833.690000 sec): 3 clusters
  Score: Raw -3479399.173722 + Penalty 3374.155600 = -3476025.018122
  nChanged 16
		SP:Iteration 87Q (833.750000 sec): 3 clusters
  Score: Raw -3479400.766866 + Penalty 3374.155600 = -3476026.611266
  nChanged 16
		SP:Iteration 88Q (833.810000 sec): 3 clusters
  Score: Raw -3479402.975668 + Penalty 3374.155600 = -3476028.820068
  nChanged 17
		SP:Iteration 89Q (833.880000 sec): 3 clusters
  Score: Raw -3479404.881375 + Penalty 3374.155600 = -3476030.725774
  nChanged 10
		SP:Iteration 90Q (833.950000 sec): 3 clusters
  Score: Raw -3479405.782835 + Penalty 3374.155600 = -3476031.627234
  nChanged 10
		SP:Iteration 91Q (834.010000 sec): 3 clusters
  Score: Raw -3479406.579819 + Penalty 3374.155600 = -3476032.424219
  nChanged 7
		SP:Iteration 92Q (834.080000 sec): 3 clusters
  Score: Raw -3479407.004405 + Penalty 3374.155600 = -3476032.848804
  nChanged 6
		SP:Iteration 93Q (834.140000 sec): 3 clusters
  Score: Raw -3479407.659891 + Penalty 3374.155600 = -3476033.504291
  nChanged 8
		SP:Iteration 94Q (834.210000 sec): 3 clusters
  Score: Raw -3479408.143793 + Penalty 3374.155600 = -3476033.988193
  nChanged 2
		SP:Iteration 95Q (834.270000 sec): 3 clusters
  Score: Raw -3479408.227210 + Penalty 3374.155600 = -3476034.071610
  nChanged 1
		SP:Iteration 96Q (834.340000 sec): 3 clusters
  Score: Raw -3479408.251362 + Penalty 3374.155600 = -3476034.095762
  nChanged 0
		SP:Iteration 97F (834.410000 sec): 3 clusters
  Score: Raw -3479408.251362 + Penalty 3374.155600 = -3476034.095762
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (2490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (834.440000 sec): 2 clusters
  Score: Raw -216450.635935 + Penalty 1270.756173 = -215179.879761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (834.450000 sec): 3 clusters
  Score: Raw -215746.434525 + Penalty 2541.512347 = -213204.922178
  nChanged 1025
		SP:Iteration 1F (834.450000 sec): 3 clusters
  Score: Raw -218953.115593 + Penalty 2541.512347 = -216411.603247
  nChanged 344
		SP:Iteration 2F (834.460000 sec): 3 clusters
  Score: Raw -220035.318063 + Penalty 2541.512347 = -217493.805717
  nChanged 162
		SP:Iteration 3F (834.460000 sec): 3 clusters
  Score: Raw -220655.937389 + Penalty 2541.512347 = -218114.425042
  nChanged 89
		SP:Iteration 4Q (834.470000 sec): 3 clusters
  Score: Raw -220932.136306 + Penalty 2541.512347 = -218390.623959
  nChanged 61
		SP:Iteration 5Q (834.470000 sec): 3 clusters
  Score: Raw -221029.870900 + Penalty 2541.512347 = -218488.358554
  nChanged 43
		SP:Iteration 6Q (834.480000 sec): 3 clusters
  Score: Raw -221072.845955 + Penalty 2541.512347 = -218531.333609
  nChanged 25
		SP:Iteration 7Q (834.490000 sec): 3 clusters
  Score: Raw -221093.551194 + Penalty 2541.512347 = -218552.038848
  nChanged 17
		SP:Iteration 8Q (834.500000 sec): 3 clusters
  Score: Raw -221104.738359 + Penalty 2541.512347 = -218563.226013
  nChanged 11
		SP:Iteration 9Q (834.510000 sec): 3 clusters
  Score: Raw -221109.295846 + Penalty 2541.512347 = -218567.783500
  nChanged 9
		SP:Iteration 10Q (834.510000 sec): 3 clusters
  Score: Raw -221112.825135 + Penalty 2541.512347 = -218571.312788
  nChanged 8
		SP:Iteration 11Q (834.510000 sec): 3 clusters
  Score: Raw -221116.029322 + Penalty 2541.512347 = -218574.516975
  nChanged 3
		SP:Iteration 12Q (834.520000 sec): 3 clusters
  Score: Raw -221117.393778 + Penalty 2541.512347 = -218575.881431
  nChanged 1
		SP:Iteration 13Q (834.520000 sec): 3 clusters
  Score: Raw -221117.673289 + Penalty 2541.512347 = -218576.160942
  nChanged 1
		SP:Iteration 14Q (834.530000 sec): 3 clusters
  Score: Raw -221117.841444 + Penalty 2541.512347 = -218576.329098
  nChanged 0
		SP:Iteration 15F (834.530000 sec): 3 clusters
  Score: Raw -221117.841444 + Penalty 2541.512347 = -218576.329098
  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 12.42 GB.

 Trying to split cluster 6 (6023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (834.560000 sec): 2 clusters
  Score: Raw -677226.777418 + Penalty 1414.292872 = -675812.484546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (834.570000 sec): 3 clusters
  Score: Raw -674076.864517 + Penalty 2828.585745 = -671248.278772
  nChanged 2494
		SP:Iteration 1F (834.590000 sec): 3 clusters
  Score: Raw -675479.718684 + Penalty 2828.585745 = -672651.132939
  nChanged 534
		SP:Iteration 2F (834.600000 sec): 3 clusters
  Score: Raw -675937.446728 + Penalty 2828.585745 = -673108.860983
  nChanged 541
		SP:Iteration 3F (834.610000 sec): 3 clusters
  Score: Raw -676488.733928 + Penalty 2828.585745 = -673660.148184
  nChanged 532
		SP:Iteration 4F (834.630000 sec): 3 clusters
  Score: Raw -677101.220740 + Penalty 2828.585745 = -674272.634995
  nChanged 472
		SP:Iteration 5F (834.640000 sec): 3 clusters
  Score: Raw -677566.700866 + Penalty 2828.585745 = -674738.115121
  nChanged 343
		SP:Iteration 6F (834.650000 sec): 3 clusters
  Score: Raw -677812.833915 + Penalty 2828.585745 = -674984.248170
  nChanged 206
		SP:Iteration 7Q (834.670000 sec): 3 clusters
  Score: Raw -677931.877369 + Penalty 2828.585745 = -675103.291625
  nChanged 134
		SP:Iteration 8Q (834.680000 sec): 3 clusters
  Score: Raw -677989.120109 + Penalty 2828.585745 = -675160.534364
  nChanged 80
		SP:Iteration 9Q (834.700000 sec): 3 clusters
  Score: Raw -678019.777504 + Penalty 2828.585745 = -675191.191759
  nChanged 48
		SP:Iteration 10Q (834.710000 sec): 3 clusters
  Score: Raw -678038.175036 + Penalty 2828.585745 = -675209.589292
  nChanged 37
		SP:Iteration 11Q (834.730000 sec): 3 clusters
  Score: Raw -678053.151187 + Penalty 2828.585745 = -675224.565443
  nChanged 38
		SP:Iteration 12Q (834.740000 sec): 3 clusters
  Score: Raw -678066.316373 + Penalty 2828.585745 = -675237.730628
  nChanged 32
		SP:Iteration 13Q (834.750000 sec): 3 clusters
  Score: Raw -678077.391104 + Penalty 2828.585745 = -675248.805359
  nChanged 28
		SP:Iteration 14Q (834.770000 sec): 3 clusters
  Score: Raw -678085.024937 + Penalty 2828.585745 = -675256.439192
  nChanged 18
		SP:Iteration 15Q (834.780000 sec): 3 clusters
  Score: Raw -678089.366813 + Penalty 2828.585745 = -675260.781068
  nChanged 7
		SP:Iteration 16Q (834.790000 sec): 3 clusters
  Score: Raw -678091.176059 + Penalty 2828.585745 = -675262.590315
  nChanged 8
		SP:Iteration 17Q (834.810000 sec): 3 clusters
  Score: Raw -678092.555416 + Penalty 2828.585745 = -675263.969672
  nChanged 5
		SP:Iteration 18Q (834.820000 sec): 3 clusters
  Score: Raw -678093.188853 + Penalty 2828.585745 = -675264.603108
  nChanged 2
		SP:Iteration 19Q (834.830000 sec): 3 clusters
  Score: Raw -678093.399869 + Penalty 2828.585745 = -675264.814124
  nChanged 1
		SP:Iteration 20F (834.850000 sec): 3 clusters
  Score: Raw -678093.633572 + Penalty 2828.585745 = -675265.047827
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (115036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (835.170000 sec): 2 clusters
  Score: Raw -13465047.525240 + Penalty 1893.612565 = -13463153.912675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (835.460000 sec): 3 clusters
  Score: Raw -13389807.892665 + Penalty 3787.225131 = -13386020.667534
  nChanged 55280
		SP:Iteration 1F (835.750000 sec): 3 clusters
  Score: Raw -13422249.314452 + Penalty 3787.225131 = -13418462.089322
  nChanged 4245
		SP:Iteration 2Q (836.060000 sec): 3 clusters
  Score: Raw -13423648.376374 + Penalty 3787.225131 = -13419861.151244
  nChanged 4904
		SP:Iteration 3Q (836.350000 sec): 3 clusters
  Score: Raw -13425737.640602 + Penalty 3787.225131 = -13421950.415471
  nChanged 6055
		SP:Iteration 4F (836.640000 sec): 3 clusters
  Score: Raw -13428985.158316 + Penalty 3787.225131 = -13425197.933185
  nChanged 7317
		SP:Iteration 5F (836.920000 sec): 3 clusters
  Score: Raw -13433814.652654 + Penalty 3787.225131 = -13430027.427523
  nChanged 8438
		SP:Iteration 6F (837.210000 sec): 3 clusters
  Score: Raw -13440509.764749 + Penalty 3787.225131 = -13436722.539619
  nChanged 8645
		SP:Iteration 7F (837.500000 sec): 3 clusters
  Score: Raw -13447986.807843 + Penalty 3787.225131 = -13444199.582712
  nChanged 7224
		SP:Iteration 8F (837.780000 sec): 3 clusters
  Score: Raw -13454212.725605 + Penalty 3787.225131 = -13450425.500475
  nChanged 5013
		SP:Iteration 9Q (838.060000 sec): 3 clusters
  Score: Raw -13458202.962048 + Penalty 3787.225131 = -13454415.736917
  nChanged 3302
		SP:Iteration 10Q (838.320000 sec): 3 clusters
  Score: Raw -13460625.535517 + Penalty 3787.225131 = -13456838.310386
  nChanged 2287
		SP:Iteration 11Q (838.560000 sec): 3 clusters
  Score: Raw -13462130.556753 + Penalty 3787.225131 = -13458343.331622
  nChanged 1633
		SP:Iteration 12Q (838.800000 sec): 3 clusters
  Score: Raw -13463193.948805 + Penalty 3787.225131 = -13459406.723675
  nChanged 1210
		SP:Iteration 13Q (839.020000 sec): 3 clusters
  Score: Raw -13463939.320637 + Penalty 3787.225131 = -13460152.095507
  nChanged 870
		SP:Iteration 14Q (839.240000 sec): 3 clusters
  Score: Raw -13464469.449887 + Penalty 3787.225131 = -13460682.224756
  nChanged 649
		SP:Iteration 15Q (839.450000 sec): 3 clusters
  Score: Raw -13464842.340182 + Penalty 3787.225131 = -13461055.115052
  nChanged 435
		SP:Iteration 16Q (839.660000 sec): 3 clusters
  Score: Raw -13465068.516502 + Penalty 3787.225131 = -13461281.291372
  nChanged 311
		SP:Iteration 17Q (839.870000 sec): 3 clusters
  Score: Raw -13465210.578043 + Penalty 3787.225131 = -13461423.352913
  nChanged 215
		SP:Iteration 18Q (840.080000 sec): 3 clusters
  Score: Raw -13465310.326177 + Penalty 3787.225131 = -13461523.101046
  nChanged 158
		SP:Iteration 19Q (840.290000 sec): 3 clusters
  Score: Raw -13465383.915263 + Penalty 3787.225131 = -13461596.690133
  nChanged 126
		SP:Iteration 20F (840.570000 sec): 3 clusters
  Score: Raw -13465441.306338 + Penalty 3787.225131 = -13461654.081207
  nChanged 102
		SP:Iteration 21Q (840.780000 sec): 3 clusters
  Score: Raw -13465486.470933 + Penalty 3787.225131 = -13461699.245802
  nChanged 89
		SP:Iteration 22Q (840.980000 sec): 3 clusters
  Score: Raw -13465521.164973 + Penalty 3787.225131 = -13461733.939843
  nChanged 66
		SP:Iteration 23Q (841.180000 sec): 3 clusters
  Score: Raw -13465546.447961 + Penalty 3787.225131 = -13461759.222830
  nChanged 54
		SP:Iteration 24Q (841.380000 sec): 3 clusters
  Score: Raw -13465566.392254 + Penalty 3787.225131 = -13461779.167123
  nChanged 42
		SP:Iteration 25Q (841.580000 sec): 3 clusters
  Score: Raw -13465580.802267 + Penalty 3787.225131 = -13461793.577136
  nChanged 34
		SP:Iteration 26Q (841.780000 sec): 3 clusters
  Score: Raw -13465593.662778 + Penalty 3787.225131 = -13461806.437648
  nChanged 39
		SP:Iteration 27Q (841.990000 sec): 3 clusters
  Score: Raw -13465609.374775 + Penalty 3787.225131 = -13461822.149644
  nChanged 26
		SP:Iteration 28Q (842.200000 sec): 3 clusters
  Score: Raw -13465617.321775 + Penalty 3787.225131 = -13461830.096645
  nChanged 21
		SP:Iteration 29Q (842.400000 sec): 3 clusters
  Score: Raw -13465623.029691 + Penalty 3787.225131 = -13461835.804561
  nChanged 12
		SP:Iteration 30Q (842.600000 sec): 3 clusters
  Score: Raw -13465625.994024 + Penalty 3787.225131 = -13461838.768894
  nChanged 6
		SP:Iteration 31Q (842.810000 sec): 3 clusters
  Score: Raw -13465627.048201 + Penalty 3787.225131 = -13461839.823070
  nChanged 4
		SP:Iteration 32Q (843.010000 sec): 3 clusters
  Score: Raw -13465627.666316 + Penalty 3787.225131 = -13461840.441185
  nChanged 4
		SP:Iteration 33Q (843.220000 sec): 3 clusters
  Score: Raw -13465628.306006 + Penalty 3787.225131 = -13461841.080876
  nChanged 1
		SP:Iteration 34Q (843.420000 sec): 3 clusters
  Score: Raw -13465628.551929 + Penalty 3787.225131 = -13461841.326798
  nChanged 1
		SP:Iteration 35Q (843.620000 sec): 3 clusters
  Score: Raw -13465628.852206 + Penalty 3787.225131 = -13461841.627076
  nChanged 2
		SP:Iteration 36Q (843.820000 sec): 3 clusters
  Score: Raw -13465629.690787 + Penalty 3787.225131 = -13461842.465657
  nChanged 3
		SP:Iteration 37Q (844.020000 sec): 3 clusters
  Score: Raw -13465630.389706 + Penalty 3787.225131 = -13461843.164576
  nChanged 1
		SP:Iteration 38Q (844.220000 sec): 3 clusters
  Score: Raw -13465630.663837 + Penalty 3787.225131 = -13461843.438706
  nChanged 5
		SP:Iteration 39Q (844.420000 sec): 3 clusters
  Score: Raw -13465632.251804 + Penalty 3787.225131 = -13461845.026673
  nChanged 8
		SP:Iteration 40F (844.700000 sec): 3 clusters
  Score: Raw -13465633.910826 + Penalty 3787.225131 = -13461846.685695
  nChanged 4
		SP:Iteration 41Q (844.900000 sec): 3 clusters
  Score: Raw -13465634.531239 + Penalty 3787.225131 = -13461847.306109
  nChanged 2
		SP:Iteration 42Q (845.100000 sec): 3 clusters
  Score: Raw -13465634.965823 + Penalty 3787.225131 = -13461847.740692
  nChanged 2
		SP:Iteration 43Q (845.300000 sec): 3 clusters
  Score: Raw -13465635.462705 + Penalty 3787.225131 = -13461848.237575
  nChanged 2
		SP:Iteration 44Q (845.500000 sec): 3 clusters
  Score: Raw -13465635.747605 + Penalty 3787.225131 = -13461848.522474
  nChanged 1
		SP:Iteration 45Q (845.690000 sec): 3 clusters
  Score: Raw -13465636.065676 + Penalty 3787.225131 = -13461848.840545
  nChanged 4
		SP:Iteration 46Q (845.890000 sec): 3 clusters
  Score: Raw -13465637.214935 + Penalty 3787.225131 = -13461849.989804
  nChanged 4
		SP:Iteration 47Q (846.090000 sec): 3 clusters
  Score: Raw -13465637.996081 + Penalty 3787.225131 = -13461850.770950
  nChanged 3
		SP:Iteration 48Q (846.300000 sec): 3 clusters
  Score: Raw -13465638.952140 + Penalty 3787.225131 = -13461851.727009
  nChanged 3
		SP:Iteration 49Q (846.500000 sec): 3 clusters
  Score: Raw -13465639.838067 + Penalty 3787.225131 = -13461852.612936
  nChanged 3
		SP:Iteration 50Q (846.700000 sec): 3 clusters
  Score: Raw -13465640.516836 + Penalty 3787.225131 = -13461853.291705
  nChanged 5
		SP:Iteration 51Q (846.900000 sec): 3 clusters
  Score: Raw -13465641.725826 + Penalty 3787.225131 = -13461854.500695
  nChanged 3
		SP:Iteration 52Q (847.100000 sec): 3 clusters
  Score: Raw -13465642.498824 + Penalty 3787.225131 = -13461855.273693
  nChanged 4
		SP:Iteration 53Q (847.300000 sec): 3 clusters
  Score: Raw -13465643.616141 + Penalty 3787.225131 = -13461856.391010
  nChanged 3
		SP:Iteration 54Q (847.500000 sec): 3 clusters
  Score: Raw -13465644.477560 + Penalty 3787.225131 = -13461857.252429
  nChanged 3
		SP:Iteration 55Q (847.700000 sec): 3 clusters
  Score: Raw -13465644.957085 + Penalty 3787.225131 = -13461857.731954
  nChanged 5
		SP:Iteration 56Q (847.900000 sec): 3 clusters
  Score: Raw -13465646.222229 + Penalty 3787.225131 = -13461858.997098
  nChanged 4
		SP:Iteration 57Q (848.100000 sec): 3 clusters
  Score: Raw -13465647.485998 + Penalty 3787.225131 = -13461860.260867
  nChanged 5
		SP:Iteration 58Q (848.300000 sec): 3 clusters
  Score: Raw -13465648.705231 + Penalty 3787.225131 = -13461861.480101
  nChanged 6
		SP:Iteration 59Q (848.500000 sec): 3 clusters
  Score: Raw -13465650.831321 + Penalty 3787.225131 = -13461863.606190
  nChanged 8
		SP:Iteration 60F (848.780000 sec): 3 clusters
  Score: Raw -13465653.906537 + Penalty 3787.225131 = -13461866.681407
  nChanged 11
		SP:Iteration 61Q (848.980000 sec): 3 clusters
  Score: Raw -13465657.420947 + Penalty 3787.225131 = -13461870.195816
  nChanged 9
		SP:Iteration 62Q (849.180000 sec): 3 clusters
  Score: Raw -13465660.912399 + Penalty 3787.225131 = -13461873.687268
  nChanged 8
		SP:Iteration 63Q (849.380000 sec): 3 clusters
  Score: Raw -13465663.695268 + Penalty 3787.225131 = -13461876.470137
  nChanged 9
		SP:Iteration 64Q (849.580000 sec): 3 clusters
  Score: Raw -13465666.713058 + Penalty 3787.225131 = -13461879.487927
  nChanged 15
		SP:Iteration 65Q (849.780000 sec): 3 clusters
  Score: Raw -13465670.626100 + Penalty 3787.225131 = -13461883.400969
  nChanged 10
		SP:Iteration 66Q (849.980000 sec): 3 clusters
  Score: Raw -13465673.415183 + Penalty 3787.225131 = -13461886.190053
  nChanged 4
		SP:Iteration 67Q (850.180000 sec): 3 clusters
  Score: Raw -13465675.112317 + Penalty 3787.225131 = -13461887.887186
  nChanged 3
		SP:Iteration 68Q (850.380000 sec): 3 clusters
  Score: Raw -13465676.548246 + Penalty 3787.225131 = -13461889.323115
  nChanged 4
		SP:Iteration 69Q (850.580000 sec): 3 clusters
  Score: Raw -13465677.359224 + Penalty 3787.225131 = -13461890.134093
  nChanged 1
		SP:Iteration 70Q (850.780000 sec): 3 clusters
  Score: Raw -13465677.486418 + Penalty 3787.225131 = -13461890.261288
  nChanged 1
		SP:Iteration 71Q (850.980000 sec): 3 clusters
  Score: Raw -13465677.970245 + Penalty 3787.225131 = -13461890.745115
  nChanged 1
		SP:Iteration 72Q (851.180000 sec): 3 clusters
  Score: Raw -13465678.071077 + Penalty 3787.225131 = -13461890.845946
  nChanged 0
		SP:Iteration 73F (851.460000 sec): 3 clusters
  Score: Raw -13465678.071077 + Penalty 3787.225131 = -13461890.845946
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (5438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (851.520000 sec): 2 clusters
  Score: Raw -550854.727573 + Penalty 1397.689577 = -549457.037996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (851.530000 sec): 3 clusters
  Score: Raw -548083.601847 + Penalty 2795.379153 = -545288.222694
  nChanged 2256
		SP:Iteration 1F (851.550000 sec): 3 clusters
  Score: Raw -549902.655590 + Penalty 2795.379153 = -547107.276437
  nChanged 719
		SP:Iteration 2F (851.560000 sec): 3 clusters
  Score: Raw -551382.040103 + Penalty 2795.379153 = -548586.660949
  nChanged 633
		SP:Iteration 3F (851.570000 sec): 3 clusters
  Score: Raw -553019.476032 + Penalty 2795.379153 = -550224.096879
  nChanged 528
		SP:Iteration 4F (851.590000 sec): 3 clusters
  Score: Raw -554469.950773 + Penalty 2795.379153 = -551674.571620
  nChanged 345
		SP:Iteration 5F (851.600000 sec): 3 clusters
  Score: Raw -555341.110328 + Penalty 2795.379153 = -552545.731175
  nChanged 224
		SP:Iteration 6Q (851.610000 sec): 3 clusters
  Score: Raw -555497.784659 + Penalty 2795.379153 = -552702.405506
  nChanged 114
		SP:Iteration 7Q (851.620000 sec): 3 clusters
  Score: Raw -555558.883811 + Penalty 2795.379153 = -552763.504658
  nChanged 90
		SP:Iteration 8Q (851.630000 sec): 3 clusters
  Score: Raw -555613.413278 + Penalty 2795.379153 = -552818.034124
  nChanged 77
		SP:Iteration 9Q (851.640000 sec): 3 clusters
  Score: Raw -555672.885077 + Penalty 2795.379153 = -552877.505924
  nChanged 89
		SP:Iteration 10Q (851.650000 sec): 3 clusters
  Score: Raw -555748.788619 + Penalty 2795.379153 = -552953.409466
  nChanged 104
		SP:Iteration 11Q (851.660000 sec): 3 clusters
  Score: Raw -555839.737561 + Penalty 2795.379153 = -553044.358408
  nChanged 102
		SP:Iteration 12Q (851.670000 sec): 3 clusters
  Score: Raw -555941.217108 + Penalty 2795.379153 = -553145.837955
  nChanged 122
		SP:Iteration 13Q (851.680000 sec): 3 clusters
  Score: Raw -556093.757312 + Penalty 2795.379153 = -553298.378159
  nChanged 123
		SP:Iteration 14Q (851.690000 sec): 3 clusters
  Score: Raw -556270.828649 + Penalty 2795.379153 = -553475.449496
  nChanged 102
		SP:Iteration 15Q (851.700000 sec): 3 clusters
  Score: Raw -556412.242993 + Penalty 2795.379153 = -553616.863840
  nChanged 74
		SP:Iteration 16Q (851.710000 sec): 3 clusters
  Score: Raw -556465.616636 + Penalty 2795.379153 = -553670.237483
  nChanged 55
		SP:Iteration 17Q (851.720000 sec): 3 clusters
  Score: Raw -556498.445750 + Penalty 2795.379153 = -553703.066597
  nChanged 53
		SP:Iteration 18Q (851.730000 sec): 3 clusters
  Score: Raw -556530.682010 + Penalty 2795.379153 = -553735.302856
  nChanged 49
		SP:Iteration 19Q (851.740000 sec): 3 clusters
  Score: Raw -556556.344409 + Penalty 2795.379153 = -553760.965256
  nChanged 51
		SP:Iteration 20F (851.750000 sec): 3 clusters
  Score: Raw -556586.953259 + Penalty 2795.379153 = -553791.574105
  nChanged 51
		SP:Iteration 21Q (851.760000 sec): 3 clusters
  Score: Raw -556617.894386 + Penalty 2795.379153 = -553822.515233
  nChanged 41
		SP:Iteration 22Q (851.770000 sec): 3 clusters
  Score: Raw -556637.031012 + Penalty 2795.379153 = -553841.651858
  nChanged 34
		SP:Iteration 23Q (851.780000 sec): 3 clusters
  Score: Raw -556650.412024 + Penalty 2795.379153 = -553855.032871
  nChanged 25
		SP:Iteration 24Q (851.790000 sec): 3 clusters
  Score: Raw -556662.527505 + Penalty 2795.379153 = -553867.148351
  nChanged 27
		SP:Iteration 25Q (851.800000 sec): 3 clusters
  Score: Raw -556678.685724 + Penalty 2795.379153 = -553883.306570
  nChanged 33
		SP:Iteration 26Q (851.810000 sec): 3 clusters
  Score: Raw -556699.556408 + Penalty 2795.379153 = -553904.177255
  nChanged 33
		SP:Iteration 27Q (851.820000 sec): 3 clusters
  Score: Raw -556734.695005 + Penalty 2795.379153 = -553939.315852
  nChanged 29
		SP:Iteration 28Q (851.830000 sec): 3 clusters
  Score: Raw -556758.260425 + Penalty 2795.379153 = -553962.881272
  nChanged 35
		SP:Iteration 29Q (851.840000 sec): 3 clusters
  Score: Raw -556781.999512 + Penalty 2795.379153 = -553986.620358
  nChanged 33
		SP:Iteration 30Q (851.850000 sec): 3 clusters
  Score: Raw -556804.463509 + Penalty 2795.379153 = -554009.084356
  nChanged 31
		SP:Iteration 31Q (851.860000 sec): 3 clusters
  Score: Raw -556824.252346 + Penalty 2795.379153 = -554028.873193
  nChanged 35
		SP:Iteration 32Q (851.870000 sec): 3 clusters
  Score: Raw -556852.849412 + Penalty 2795.379153 = -554057.470259
  nChanged 40
		SP:Iteration 33Q (851.880000 sec): 3 clusters
  Score: Raw -556884.111448 + Penalty 2795.379153 = -554088.732295
  nChanged 42
		SP:Iteration 34Q (851.890000 sec): 3 clusters
  Score: Raw -556930.656001 + Penalty 2795.379153 = -554135.276848
  nChanged 45
		SP:Iteration 35Q (851.890000 sec): 3 clusters
  Score: Raw -556969.845018 + Penalty 2795.379153 = -554174.465865
  nChanged 34
		SP:Iteration 36Q (851.910000 sec): 3 clusters
  Score: Raw -556999.421543 + Penalty 2795.379153 = -554204.042390
  nChanged 37
		SP:Iteration 37Q (851.910000 sec): 3 clusters
  Score: Raw -557040.233741 + Penalty 2795.379153 = -554244.854588
  nChanged 46
		SP:Iteration 38Q (851.920000 sec): 3 clusters
  Score: Raw -557100.975258 + Penalty 2795.379153 = -554305.596105
  nChanged 44
		SP:Iteration 39Q (851.930000 sec): 3 clusters
  Score: Raw -557159.024850 + Penalty 2795.379153 = -554363.645697
  nChanged 36
		SP:Iteration 40F (851.940000 sec): 3 clusters
  Score: Raw -557213.646968 + Penalty 2795.379153 = -554418.267815
  nChanged 33
		SP:Iteration 41Q (851.950000 sec): 3 clusters
  Score: Raw -557256.627371 + Penalty 2795.379153 = -554461.248218
  nChanged 22
		SP:Iteration 42Q (851.960000 sec): 3 clusters
  Score: Raw -557282.549700 + Penalty 2795.379153 = -554487.170546
  nChanged 16
		SP:Iteration 43Q (851.970000 sec): 3 clusters
  Score: Raw -557297.468203 + Penalty 2795.379153 = -554502.089050
  nChanged 7
		SP:Iteration 44Q (851.980000 sec): 3 clusters
  Score: Raw -557302.407011 + Penalty 2795.379153 = -554507.027857
  nChanged 5
		SP:Iteration 45Q (852.040000 sec): 3 clusters
  Score: Raw -557305.569123 + Penalty 2795.379153 = -554510.189970
  nChanged 2
		SP:Iteration 46Q (852.050000 sec): 3 clusters
  Score: Raw -557307.471780 + Penalty 2795.379153 = -554512.092626
  nChanged 1
		SP:Iteration 47Q (852.050000 sec): 3 clusters
  Score: Raw -557307.897125 + Penalty 2795.379153 = -554512.517972
  nChanged 2
		SP:Iteration 48Q (852.060000 sec): 3 clusters
  Score: Raw -557308.714106 + Penalty 2795.379153 = -554513.334953
  nChanged 2
		SP:Iteration 49Q (852.070000 sec): 3 clusters
  Score: Raw -557310.713875 + Penalty 2795.379153 = -554515.334722
  nChanged 2
		SP:Iteration 50Q (852.080000 sec): 3 clusters
  Score: Raw -557311.533179 + Penalty 2795.379153 = -554516.154026
  nChanged 1
		SP:Iteration 51Q (852.090000 sec): 3 clusters
  Score: Raw -557312.096663 + Penalty 2795.379153 = -554516.717510
  nChanged 1
		SP:Iteration 52Q (852.100000 sec): 3 clusters
  Score: Raw -557312.724575 + Penalty 2795.379153 = -554517.345422
  nChanged 0
		SP:Iteration 53F (852.120000 sec): 3 clusters
  Score: Raw -557312.724575 + Penalty 2795.379153 = -554517.345422
  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 12.42 GB.

 Trying to split cluster 9 (36896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (852.220000 sec): 2 clusters
  Score: Raw -4230320.868323 + Penalty 1708.826994 = -4228612.041329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (852.330000 sec): 3 clusters
  Score: Raw -4207326.347840 + Penalty 3417.653987 = -4203908.693853
  nChanged 17107
		SP:Iteration 1F (852.430000 sec): 3 clusters
  Score: Raw -4217157.356769 + Penalty 3417.653987 = -4213739.702782
  nChanged 1925
		SP:Iteration 2F (852.520000 sec): 3 clusters
  Score: Raw -4218117.485091 + Penalty 3417.653987 = -4214699.831103
  nChanged 2214
		SP:Iteration 3F (852.610000 sec): 3 clusters
  Score: Raw -4219408.853254 + Penalty 3417.653987 = -4215991.199267
  nChanged 2413
		SP:Iteration 4F (852.700000 sec): 3 clusters
  Score: Raw -4221076.625547 + Penalty 3417.653987 = -4217658.971559
  nChanged 2667
		SP:Iteration 5F (852.800000 sec): 3 clusters
  Score: Raw -4223153.170602 + Penalty 3417.653987 = -4219735.516615
  nChanged 2677
		SP:Iteration 6F (852.890000 sec): 3 clusters
  Score: Raw -4225417.964521 + Penalty 3417.653987 = -4222000.310534
  nChanged 2219
		SP:Iteration 7F (852.980000 sec): 3 clusters
  Score: Raw -4227370.180898 + Penalty 3417.653987 = -4223952.526911
  nChanged 1621
		SP:Iteration 8Q (853.060000 sec): 3 clusters
  Score: Raw -4228759.024681 + Penalty 3417.653987 = -4225341.370693
  nChanged 962
		SP:Iteration 9Q (853.150000 sec): 3 clusters
  Score: Raw -4229563.323709 + Penalty 3417.653987 = -4226145.669721
  nChanged 548
		SP:Iteration 10Q (853.230000 sec): 3 clusters
  Score: Raw -4230037.991138 + Penalty 3417.653987 = -4226620.337151
  nChanged 295
		SP:Iteration 11Q (853.300000 sec): 3 clusters
  Score: Raw -4230283.877962 + Penalty 3417.653987 = -4226866.223974
  nChanged 137
		SP:Iteration 12Q (853.370000 sec): 3 clusters
  Score: Raw -4230414.485396 + Penalty 3417.653987 = -4226996.831409
  nChanged 100
		SP:Iteration 13Q (853.450000 sec): 3 clusters
  Score: Raw -4230516.072348 + Penalty 3417.653987 = -4227098.418360
  nChanged 69
		SP:Iteration 14Q (853.510000 sec): 3 clusters
  Score: Raw -4230570.179582 + Penalty 3417.653987 = -4227152.525595
  nChanged 48
		SP:Iteration 15Q (853.570000 sec): 3 clusters
  Score: Raw -4230606.365690 + Penalty 3417.653987 = -4227188.711702
  nChanged 26
		SP:Iteration 16Q (853.650000 sec): 3 clusters
  Score: Raw -4230627.815664 + Penalty 3417.653987 = -4227210.161677
  nChanged 15
		SP:Iteration 17Q (853.710000 sec): 3 clusters
  Score: Raw -4230637.391641 + Penalty 3417.653987 = -4227219.737654
  nChanged 14
		SP:Iteration 18Q (853.770000 sec): 3 clusters
  Score: Raw -4230645.059971 + Penalty 3417.653987 = -4227227.405984
  nChanged 10
		SP:Iteration 19Q (853.840000 sec): 3 clusters
  Score: Raw -4230650.207631 + Penalty 3417.653987 = -4227232.553643
  nChanged 3
		SP:Iteration 20F (853.930000 sec): 3 clusters
  Score: Raw -4230651.231111 + Penalty 3417.653987 = -4227233.577124
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (74841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (854.130000 sec): 2 clusters
  Score: Raw -8818091.034694 + Penalty 1823.757186 = -8816267.277509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (854.310000 sec): 3 clusters
  Score: Raw -8769917.729842 + Penalty 3647.514371 = -8766270.215471
  nChanged 35571
		SP:Iteration 1F (854.500000 sec): 3 clusters
  Score: Raw -8789975.987587 + Penalty 3647.514371 = -8786328.473216
  nChanged 2612
		SP:Iteration 2Q (854.690000 sec): 3 clusters
  Score: Raw -8790654.776603 + Penalty 3647.514371 = -8787007.262232
  nChanged 2753
		SP:Iteration 3Q (854.890000 sec): 3 clusters
  Score: Raw -8791469.400054 + Penalty 3647.514371 = -8787821.885683
  nChanged 3185
		SP:Iteration 4Q (855.070000 sec): 3 clusters
  Score: Raw -8792671.993381 + Penalty 3647.514371 = -8789024.479010
  nChanged 3867
		SP:Iteration 5F (855.260000 sec): 3 clusters
  Score: Raw -8794654.045751 + Penalty 3647.514371 = -8791006.531379
  nChanged 4918
		SP:Iteration 6F (855.450000 sec): 3 clusters
  Score: Raw -8797929.508238 + Penalty 3647.514371 = -8794281.993867
  nChanged 5641
		SP:Iteration 7F (855.630000 sec): 3 clusters
  Score: Raw -8802695.482495 + Penalty 3647.514371 = -8799047.968124
  nChanged 5436
		SP:Iteration 8F (855.820000 sec): 3 clusters
  Score: Raw -8807824.882898 + Penalty 3647.514371 = -8804177.368527
  nChanged 4174
		SP:Iteration 9F (856.000000 sec): 3 clusters
  Score: Raw -8811815.255560 + Penalty 3647.514371 = -8808167.741189
  nChanged 2758
		SP:Iteration 10Q (856.180000 sec): 3 clusters
  Score: Raw -8814222.995783 + Penalty 3647.514371 = -8810575.481412
  nChanged 1817
		SP:Iteration 11Q (856.350000 sec): 3 clusters
  Score: Raw -8815610.840218 + Penalty 3647.514371 = -8811963.325846
  nChanged 1198
		SP:Iteration 12Q (856.500000 sec): 3 clusters
  Score: Raw -8816415.949183 + Penalty 3647.514371 = -8812768.434812
  nChanged 888
		SP:Iteration 13Q (856.650000 sec): 3 clusters
  Score: Raw -8816985.754051 + Penalty 3647.514371 = -8813338.239680
  nChanged 707
		SP:Iteration 14Q (856.800000 sec): 3 clusters
  Score: Raw -8817401.041722 + Penalty 3647.514371 = -8813753.527351
  nChanged 544
		SP:Iteration 15Q (856.940000 sec): 3 clusters
  Score: Raw -8817678.357919 + Penalty 3647.514371 = -8814030.843548
  nChanged 403
		SP:Iteration 16Q (857.090000 sec): 3 clusters
  Score: Raw -8817862.974622 + Penalty 3647.514371 = -8814215.460251
  nChanged 336
		SP:Iteration 17Q (857.230000 sec): 3 clusters
  Score: Raw -8818008.830510 + Penalty 3647.514371 = -8814361.316139
  nChanged 252
		SP:Iteration 18Q (857.370000 sec): 3 clusters
  Score: Raw -8818102.630117 + Penalty 3647.514371 = -8814455.115745
  nChanged 205
		SP:Iteration 19Q (857.510000 sec): 3 clusters
  Score: Raw -8818175.703242 + Penalty 3647.514371 = -8814528.188870
  nChanged 169
		SP:Iteration 20F (857.700000 sec): 3 clusters
  Score: Raw -8818237.630945 + Penalty 3647.514371 = -8814590.116574
  nChanged 149
		SP:Iteration 21Q (857.840000 sec): 3 clusters
  Score: Raw -8818287.316733 + Penalty 3647.514371 = -8814639.802362
  nChanged 118
		SP:Iteration 22Q (857.980000 sec): 3 clusters
  Score: Raw -8818326.091074 + Penalty 3647.514371 = -8814678.576703
  nChanged 123
		SP:Iteration 23Q (858.120000 sec): 3 clusters
  Score: Raw -8818369.768692 + Penalty 3647.514371 = -8814722.254320
  nChanged 96
		SP:Iteration 24Q (858.260000 sec): 3 clusters
  Score: Raw -8818395.566257 + Penalty 3647.514371 = -8814748.051885
  nChanged 82
		SP:Iteration 25Q (858.400000 sec): 3 clusters
  Score: Raw -8818415.739743 + Penalty 3647.514371 = -8814768.225372
  nChanged 66
		SP:Iteration 26Q (858.540000 sec): 3 clusters
  Score: Raw -8818428.762207 + Penalty 3647.514371 = -8814781.247836
  nChanged 50
		SP:Iteration 27Q (858.670000 sec): 3 clusters
  Score: Raw -8818438.556443 + Penalty 3647.514371 = -8814791.042072
  nChanged 39
		SP:Iteration 28Q (858.800000 sec): 3 clusters
  Score: Raw -8818448.093028 + Penalty 3647.514371 = -8814800.578657
  nChanged 47
		SP:Iteration 29Q (858.940000 sec): 3 clusters
  Score: Raw -8818458.040570 + Penalty 3647.514371 = -8814810.526198
  nChanged 38
		SP:Iteration 30Q (859.070000 sec): 3 clusters
  Score: Raw -8818466.628915 + Penalty 3647.514371 = -8814819.114543
  nChanged 30
		SP:Iteration 31Q (859.210000 sec): 3 clusters
  Score: Raw -8818474.306675 + Penalty 3647.514371 = -8814826.792303
  nChanged 34
		SP:Iteration 32Q (859.350000 sec): 3 clusters
  Score: Raw -8818482.929593 + Penalty 3647.514371 = -8814835.415222
  nChanged 33
		SP:Iteration 33Q (859.480000 sec): 3 clusters
  Score: Raw -8818491.213040 + Penalty 3647.514371 = -8814843.698669
  nChanged 32
		SP:Iteration 34Q (859.610000 sec): 3 clusters
  Score: Raw -8818499.555343 + Penalty 3647.514371 = -8814852.040972
  nChanged 29
		SP:Iteration 35Q (859.750000 sec): 3 clusters
  Score: Raw -8818505.664089 + Penalty 3647.514371 = -8814858.149718
  nChanged 28
		SP:Iteration 36Q (859.880000 sec): 3 clusters
  Score: Raw -8818513.738757 + Penalty 3647.514371 = -8814866.224386
  nChanged 36
		SP:Iteration 37Q (860.010000 sec): 3 clusters
  Score: Raw -8818520.059462 + Penalty 3647.514371 = -8814872.545091
  nChanged 23
		SP:Iteration 38Q (860.140000 sec): 3 clusters
  Score: Raw -8818524.639960 + Penalty 3647.514371 = -8814877.125589
  nChanged 17
		SP:Iteration 39Q (860.270000 sec): 3 clusters
  Score: Raw -8818528.205060 + Penalty 3647.514371 = -8814880.690689
  nChanged 22
		SP:Iteration 40F (860.450000 sec): 3 clusters
  Score: Raw -8818531.724141 + Penalty 3647.514371 = -8814884.209770
  nChanged 11
		SP:Iteration 41Q (860.590000 sec): 3 clusters
  Score: Raw -8818533.240876 + Penalty 3647.514371 = -8814885.726505
  nChanged 8
		SP:Iteration 42Q (860.720000 sec): 3 clusters
  Score: Raw -8818534.313682 + Penalty 3647.514371 = -8814886.799311
  nChanged 7
		SP:Iteration 43Q (860.850000 sec): 3 clusters
  Score: Raw -8818535.668662 + Penalty 3647.514371 = -8814888.154291
  nChanged 7
		SP:Iteration 44Q (860.980000 sec): 3 clusters
  Score: Raw -8818537.023927 + Penalty 3647.514371 = -8814889.509556
  nChanged 6
		SP:Iteration 45Q (861.110000 sec): 3 clusters
  Score: Raw -8818537.854468 + Penalty 3647.514371 = -8814890.340096
  nChanged 4
		SP:Iteration 46Q (861.250000 sec): 3 clusters
  Score: Raw -8818538.655427 + Penalty 3647.514371 = -8814891.141056
  nChanged 6
		SP:Iteration 47Q (861.380000 sec): 3 clusters
  Score: Raw -8818539.533981 + Penalty 3647.514371 = -8814892.019610
  nChanged 3
		SP:Iteration 48Q (861.510000 sec): 3 clusters
  Score: Raw -8818539.892808 + Penalty 3647.514371 = -8814892.378437
  nChanged 2
		SP:Iteration 49Q (861.650000 sec): 3 clusters
  Score: Raw -8818540.033954 + Penalty 3647.514371 = -8814892.519583
  nChanged 2
		SP:Iteration 50Q (861.770000 sec): 3 clusters
  Score: Raw -8818540.132042 + Penalty 3647.514371 = -8814892.617670
  nChanged 0
		SP:Iteration 51F (861.950000 sec): 3 clusters
  Score: Raw -8818540.132042 + Penalty 3647.514371 = -8814892.617670
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (22671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (862.040000 sec): 2 clusters
  Score: Raw -2632750.711110 + Penalty 1629.686801 = -2631121.024309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (862.090000 sec): 3 clusters
  Score: Raw -2619044.055558 + Penalty 3259.373602 = -2615784.681956
  nChanged 10340
		SP:Iteration 1F (862.150000 sec): 3 clusters
  Score: Raw -2625404.741169 + Penalty 3259.373602 = -2622145.367567
  nChanged 1853
		SP:Iteration 2F (862.200000 sec): 3 clusters
  Score: Raw -2627052.737249 + Penalty 3259.373602 = -2623793.363646
  nChanged 2194
		SP:Iteration 3F (862.250000 sec): 3 clusters
  Score: Raw -2629549.899721 + Penalty 3259.373602 = -2626290.526118
  nChanged 2126
		SP:Iteration 4F (862.310000 sec): 3 clusters
  Score: Raw -2631659.914473 + Penalty 3259.373602 = -2628400.540871
  nChanged 1751
		SP:Iteration 5F (862.370000 sec): 3 clusters
  Score: Raw -2632831.543080 + Penalty 3259.373602 = -2629572.169477
  nChanged 1154
		SP:Iteration 6F (862.420000 sec): 3 clusters
  Score: Raw -2633508.312222 + Penalty 3259.373602 = -2630248.938620
  nChanged 834
		SP:Iteration 7Q (862.470000 sec): 3 clusters
  Score: Raw -2633943.997489 + Penalty 3259.373602 = -2630684.623887
  nChanged 653
		SP:Iteration 8Q (862.530000 sec): 3 clusters
  Score: Raw -2634268.893309 + Penalty 3259.373602 = -2631009.519707
  nChanged 580
		SP:Iteration 9Q (862.580000 sec): 3 clusters
  Score: Raw -2634554.541895 + Penalty 3259.373602 = -2631295.168292
  nChanged 523
		SP:Iteration 10Q (862.650000 sec): 3 clusters
  Score: Raw -2634841.863137 + Penalty 3259.373602 = -2631582.489534
  nChanged 469
		SP:Iteration 11Q (862.710000 sec): 3 clusters
  Score: Raw -2635122.874760 + Penalty 3259.373602 = -2631863.501158
  nChanged 399
		SP:Iteration 12Q (862.760000 sec): 3 clusters
  Score: Raw -2635378.142281 + Penalty 3259.373602 = -2632118.768679
  nChanged 301
		SP:Iteration 13Q (862.810000 sec): 3 clusters
  Score: Raw -2635617.483827 + Penalty 3259.373602 = -2632358.110225
  nChanged 278
		SP:Iteration 14Q (862.870000 sec): 3 clusters
  Score: Raw -2635854.071409 + Penalty 3259.373602 = -2632594.697806
  nChanged 240
		SP:Iteration 15Q (862.930000 sec): 3 clusters
  Score: Raw -2636108.932717 + Penalty 3259.373602 = -2632849.559114
  nChanged 227
		SP:Iteration 16Q (862.980000 sec): 3 clusters
  Score: Raw -2636420.963657 + Penalty 3259.373602 = -2633161.590054
  nChanged 188
		SP:Iteration 17Q (863.030000 sec): 3 clusters
  Score: Raw -2636722.418880 + Penalty 3259.373602 = -2633463.045277
  nChanged 118
		SP:Iteration 18Q (863.070000 sec): 3 clusters
  Score: Raw -2636878.753189 + Penalty 3259.373602 = -2633619.379586
  nChanged 90
		SP:Iteration 19Q (863.120000 sec): 3 clusters
  Score: Raw -2636952.833435 + Penalty 3259.373602 = -2633693.459832
  nChanged 41
		SP:Iteration 20F (863.180000 sec): 3 clusters
  Score: Raw -2636973.876149 + Penalty 3259.373602 = -2633714.502546
  nChanged 32
		SP:Iteration 21Q (863.220000 sec): 3 clusters
  Score: Raw -2636983.667759 + Penalty 3259.373602 = -2633724.294156
  nChanged 13
		SP:Iteration 22Q (863.250000 sec): 3 clusters
  Score: Raw -2636988.017928 + Penalty 3259.373602 = -2633728.644326
  nChanged 11
		SP:Iteration 23Q (863.290000 sec): 3 clusters
  Score: Raw -2636991.922258 + Penalty 3259.373602 = -2633732.548656
  nChanged 11
		SP:Iteration 24Q (863.330000 sec): 3 clusters
  Score: Raw -2636994.942258 + Penalty 3259.373602 = -2633735.568655
  nChanged 4
		SP:Iteration 25Q (863.370000 sec): 3 clusters
  Score: Raw -2636995.705619 + Penalty 3259.373602 = -2633736.332017
  nChanged 0
		SP:Iteration 26F (863.430000 sec): 3 clusters
  Score: Raw -2636995.705619 + Penalty 3259.373602 = -2633736.332017
  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 12.42 GB.

 Trying to split cluster 12 (10471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (863.470000 sec): 2 clusters
  Score: Raw -1192060.618797 + Penalty 1504.159282 = -1190556.459515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (863.490000 sec): 3 clusters
  Score: Raw -1186091.486944 + Penalty 3008.318563 = -1183083.168380
  nChanged 4571
		SP:Iteration 1F (863.510000 sec): 3 clusters
  Score: Raw -1188814.517795 + Penalty 3008.318563 = -1185806.199232
  nChanged 743
		SP:Iteration 2F (863.540000 sec): 3 clusters
  Score: Raw -1189236.018043 + Penalty 3008.318563 = -1186227.699480
  nChanged 688
		SP:Iteration 3F (863.560000 sec): 3 clusters
  Score: Raw -1189734.072238 + Penalty 3008.318563 = -1186725.753675
  nChanged 726
		SP:Iteration 4F (863.590000 sec): 3 clusters
  Score: Raw -1190290.889499 + Penalty 3008.318563 = -1187282.570936
  nChanged 741
		SP:Iteration 5F (863.610000 sec): 3 clusters
  Score: Raw -1190894.414229 + Penalty 3008.318563 = -1187886.095665
  nChanged 703
		SP:Iteration 6F (863.630000 sec): 3 clusters
  Score: Raw -1191404.506481 + Penalty 3008.318563 = -1188396.187918
  nChanged 550
		SP:Iteration 7F (863.660000 sec): 3 clusters
  Score: Raw -1191720.941742 + Penalty 3008.318563 = -1188712.623179
  nChanged 394
		SP:Iteration 8Q (863.680000 sec): 3 clusters
  Score: Raw -1191901.566978 + Penalty 3008.318563 = -1188893.248415
  nChanged 279
		SP:Iteration 9Q (863.710000 sec): 3 clusters
  Score: Raw -1192005.230094 + Penalty 3008.318563 = -1188996.911530
  nChanged 221
		SP:Iteration 10Q (863.730000 sec): 3 clusters
  Score: Raw -1192082.534092 + Penalty 3008.318563 = -1189074.215529
  nChanged 174
		SP:Iteration 11Q (863.750000 sec): 3 clusters
  Score: Raw -1192135.616263 + Penalty 3008.318563 = -1189127.297700
  nChanged 132
		SP:Iteration 12Q (863.790000 sec): 3 clusters
  Score: Raw -1192173.413583 + Penalty 3008.318563 = -1189165.095019
  nChanged 116
		SP:Iteration 13Q (863.810000 sec): 3 clusters
  Score: Raw -1192203.987631 + Penalty 3008.318563 = -1189195.669068
  nChanged 86
		SP:Iteration 14Q (863.840000 sec): 3 clusters
  Score: Raw -1192226.992295 + Penalty 3008.318563 = -1189218.673731
  nChanged 86
		SP:Iteration 15Q (863.860000 sec): 3 clusters
  Score: Raw -1192249.403425 + Penalty 3008.318563 = -1189241.084861
  nChanged 89
		SP:Iteration 16Q (863.890000 sec): 3 clusters
  Score: Raw -1192271.033977 + Penalty 3008.318563 = -1189262.715414
  nChanged 79
		SP:Iteration 17Q (863.920000 sec): 3 clusters
  Score: Raw -1192289.058339 + Penalty 3008.318563 = -1189280.739776
  nChanged 72
		SP:Iteration 18Q (863.940000 sec): 3 clusters
  Score: Raw -1192307.564262 + Penalty 3008.318563 = -1189299.245698
  nChanged 70
		SP:Iteration 19Q (863.970000 sec): 3 clusters
  Score: Raw -1192327.239122 + Penalty 3008.318563 = -1189318.920558
  nChanged 64
		SP:Iteration 20F (863.990000 sec): 3 clusters
  Score: Raw -1192346.593871 + Penalty 3008.318563 = -1189338.275307
  nChanged 66
		SP:Iteration 21Q (864.020000 sec): 3 clusters
  Score: Raw -1192365.429790 + Penalty 3008.318563 = -1189357.111227
  nChanged 57
		SP:Iteration 22Q (864.040000 sec): 3 clusters
  Score: Raw -1192382.136603 + Penalty 3008.318563 = -1189373.818039
  nChanged 62
		SP:Iteration 23Q (864.070000 sec): 3 clusters
  Score: Raw -1192400.671279 + Penalty 3008.318563 = -1189392.352716
  nChanged 67
		SP:Iteration 24Q (864.090000 sec): 3 clusters
  Score: Raw -1192420.863498 + Penalty 3008.318563 = -1189412.544934
  nChanged 55
		SP:Iteration 25Q (864.110000 sec): 3 clusters
  Score: Raw -1192437.285223 + Penalty 3008.318563 = -1189428.966659
  nChanged 57
		SP:Iteration 26Q (864.140000 sec): 3 clusters
  Score: Raw -1192456.918041 + Penalty 3008.318563 = -1189448.599477
  nChanged 48
		SP:Iteration 27Q (864.160000 sec): 3 clusters
  Score: Raw -1192472.588311 + Penalty 3008.318563 = -1189464.269748
  nChanged 45
		SP:Iteration 28Q (864.180000 sec): 3 clusters
  Score: Raw -1192490.566035 + Penalty 3008.318563 = -1189482.247471
  nChanged 51
		SP:Iteration 29Q (864.210000 sec): 3 clusters
  Score: Raw -1192508.679194 + Penalty 3008.318563 = -1189500.360631
  nChanged 57
		SP:Iteration 30Q (864.230000 sec): 3 clusters
  Score: Raw -1192527.579493 + Penalty 3008.318563 = -1189519.260929
  nChanged 48
		SP:Iteration 31Q (864.250000 sec): 3 clusters
  Score: Raw -1192543.784703 + Penalty 3008.318563 = -1189535.466139
  nChanged 46
		SP:Iteration 32Q (864.280000 sec): 3 clusters
  Score: Raw -1192556.857606 + Penalty 3008.318563 = -1189548.539042
  nChanged 34
		SP:Iteration 33Q (864.300000 sec): 3 clusters
  Score: Raw -1192567.348214 + Penalty 3008.318563 = -1189559.029651
  nChanged 42
		SP:Iteration 34Q (864.330000 sec): 3 clusters
  Score: Raw -1192578.651423 + Penalty 3008.318563 = -1189570.332859
  nChanged 26
		SP:Iteration 35Q (864.350000 sec): 3 clusters
  Score: Raw -1192584.736523 + Penalty 3008.318563 = -1189576.417960
  nChanged 23
		SP:Iteration 36Q (864.370000 sec): 3 clusters
  Score: Raw -1192590.234969 + Penalty 3008.318563 = -1189581.916406
  nChanged 9
		SP:Iteration 37Q (864.400000 sec): 3 clusters
  Score: Raw -1192592.108342 + Penalty 3008.318563 = -1189583.789779
  nChanged 10
		SP:Iteration 38Q (864.430000 sec): 3 clusters
  Score: Raw -1192593.959936 + Penalty 3008.318563 = -1189585.641373
  nChanged 9
		SP:Iteration 39Q (864.450000 sec): 3 clusters
  Score: Raw -1192596.279964 + Penalty 3008.318563 = -1189587.961400
  nChanged 7
		SP:Iteration 40F (864.480000 sec): 3 clusters
  Score: Raw -1192598.305343 + Penalty 3008.318563 = -1189589.986780
  nChanged 8
		SP:Iteration 41Q (864.500000 sec): 3 clusters
  Score: Raw -1192600.023332 + Penalty 3008.318563 = -1189591.704769
  nChanged 6
		SP:Iteration 42Q (864.530000 sec): 3 clusters
  Score: Raw -1192601.177545 + Penalty 3008.318563 = -1189592.858982
  nChanged 6
		SP:Iteration 43Q (864.550000 sec): 3 clusters
  Score: Raw -1192602.155066 + Penalty 3008.318563 = -1189593.836503
  nChanged 3
		SP:Iteration 44Q (864.570000 sec): 3 clusters
  Score: Raw -1192603.000604 + Penalty 3008.318563 = -1189594.682041
  nChanged 4
		SP:Iteration 45Q (864.610000 sec): 3 clusters
  Score: Raw -1192604.024631 + Penalty 3008.318563 = -1189595.706068
  nChanged 5
		SP:Iteration 46Q (864.630000 sec): 3 clusters
  Score: Raw -1192605.294987 + Penalty 3008.318563 = -1189596.976424
  nChanged 3
		SP:Iteration 47Q (864.650000 sec): 3 clusters
  Score: Raw -1192606.231826 + Penalty 3008.318563 = -1189597.913263
  nChanged 6
		SP:Iteration 48Q (864.680000 sec): 3 clusters
  Score: Raw -1192607.638817 + Penalty 3008.318563 = -1189599.320253
  nChanged 8
		SP:Iteration 49Q (864.710000 sec): 3 clusters
  Score: Raw -1192610.206166 + Penalty 3008.318563 = -1189601.887603
  nChanged 6
		SP:Iteration 50Q (864.730000 sec): 3 clusters
  Score: Raw -1192612.803867 + Penalty 3008.318563 = -1189604.485304
  nChanged 11
		SP:Iteration 51Q (864.750000 sec): 3 clusters
  Score: Raw -1192617.098873 + Penalty 3008.318563 = -1189608.780310
  nChanged 6
		SP:Iteration 52Q (864.780000 sec): 3 clusters
  Score: Raw -1192618.789985 + Penalty 3008.318563 = -1189610.471422
  nChanged 4
		SP:Iteration 53Q (864.800000 sec): 3 clusters
  Score: Raw -1192620.050837 + Penalty 3008.318563 = -1189611.732274
  nChanged 8
		SP:Iteration 54Q (864.830000 sec): 3 clusters
  Score: Raw -1192621.928406 + Penalty 3008.318563 = -1189613.609843
  nChanged 7
		SP:Iteration 55Q (864.850000 sec): 3 clusters
  Score: Raw -1192624.252614 + Penalty 3008.318563 = -1189615.934051
  nChanged 10
		SP:Iteration 56Q (864.870000 sec): 3 clusters
  Score: Raw -1192627.299695 + Penalty 3008.318563 = -1189618.981132
  nChanged 11
		SP:Iteration 57Q (864.890000 sec): 3 clusters
  Score: Raw -1192629.707429 + Penalty 3008.318563 = -1189621.388865
  nChanged 4
		SP:Iteration 58Q (864.920000 sec): 3 clusters
  Score: Raw -1192630.033488 + Penalty 3008.318563 = -1189621.714925
  nChanged 1
		SP:Iteration 59Q (864.950000 sec): 3 clusters
  Score: Raw -1192630.121790 + Penalty 3008.318563 = -1189621.803226
  nChanged 1
		SP:Iteration 60F (864.970000 sec): 3 clusters
  Score: Raw -1192630.186333 + Penalty 3008.318563 = -1189621.867770
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (6063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (864.990000 sec): 2 clusters
  Score: Raw -683643.237053 + Penalty 1415.368501 = -682227.868552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (865.010000 sec): 3 clusters
  Score: Raw -680446.178427 + Penalty 2830.737002 = -677615.441425
  nChanged 2585
		SP:Iteration 1F (865.020000 sec): 3 clusters
  Score: Raw -682157.042102 + Penalty 2830.737002 = -679326.305100
  nChanged 647
		SP:Iteration 2F (865.040000 sec): 3 clusters
  Score: Raw -682825.028895 + Penalty 2830.737002 = -679994.291893
  nChanged 566
		SP:Iteration 3F (865.050000 sec): 3 clusters
  Score: Raw -683438.084794 + Penalty 2830.737002 = -680607.347792
  nChanged 462
		SP:Iteration 4F (865.070000 sec): 3 clusters
  Score: Raw -683947.914480 + Penalty 2830.737002 = -681117.177478
  nChanged 364
		SP:Iteration 5F (865.080000 sec): 3 clusters
  Score: Raw -684303.477266 + Penalty 2830.737002 = -681472.740264
  nChanged 276
		SP:Iteration 6Q (865.100000 sec): 3 clusters
  Score: Raw -684494.236766 + Penalty 2830.737002 = -681663.499764
  nChanged 172
		SP:Iteration 7Q (865.110000 sec): 3 clusters
  Score: Raw -684571.663873 + Penalty 2830.737002 = -681740.926871
  nChanged 89
		SP:Iteration 8Q (865.120000 sec): 3 clusters
  Score: Raw -684602.662977 + Penalty 2830.737002 = -681771.925975
  nChanged 53
		SP:Iteration 9Q (865.140000 sec): 3 clusters
  Score: Raw -684616.399190 + Penalty 2830.737002 = -681785.662188
  nChanged 36
		SP:Iteration 10Q (865.150000 sec): 3 clusters
  Score: Raw -684624.546182 + Penalty 2830.737002 = -681793.809180
  nChanged 28
		SP:Iteration 11Q (865.160000 sec): 3 clusters
  Score: Raw -684630.758213 + Penalty 2830.737002 = -681800.021211
  nChanged 21
		SP:Iteration 12Q (865.180000 sec): 3 clusters
  Score: Raw -684634.720843 + Penalty 2830.737002 = -681803.983842
  nChanged 8
		SP:Iteration 13Q (865.190000 sec): 3 clusters
  Score: Raw -684635.878948 + Penalty 2830.737002 = -681805.141946
  nChanged 4
		SP:Iteration 14Q (865.200000 sec): 3 clusters
  Score: Raw -684636.453393 + Penalty 2830.737002 = -681805.716391
  nChanged 2
		SP:Iteration 15Q (865.220000 sec): 3 clusters
  Score: Raw -684636.899818 + Penalty 2830.737002 = -681806.162816
  nChanged 5
		SP:Iteration 16Q (865.230000 sec): 3 clusters
  Score: Raw -684637.734184 + Penalty 2830.737002 = -681806.997182
  nChanged 5
		SP:Iteration 17Q (865.240000 sec): 3 clusters
  Score: Raw -684638.238919 + Penalty 2830.737002 = -681807.501917
  nChanged 2
		SP:Iteration 18Q (865.260000 sec): 3 clusters
  Score: Raw -684638.493057 + Penalty 2830.737002 = -681807.756055
  nChanged 1
		SP:Iteration 19Q (865.270000 sec): 3 clusters
  Score: Raw -684638.596440 + Penalty 2830.737002 = -681807.859438
  nChanged 0
		SP:Iteration 20F (865.290000 sec): 3 clusters
  Score: Raw -684638.596440 + Penalty 2830.737002 = -681807.859438
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (29385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (865.370000 sec): 2 clusters
  Score: Raw -3287752.032634 + Penalty 1671.838938 = -3286080.193696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (865.440000 sec): 3 clusters
  Score: Raw -3269674.689322 + Penalty 3343.677876 = -3266331.011446
  nChanged 13486
		SP:Iteration 1F (865.520000 sec): 3 clusters
  Score: Raw -3277656.541944 + Penalty 3343.677876 = -3274312.864068
  nChanged 1732
		SP:Iteration 2F (865.600000 sec): 3 clusters
  Score: Raw -3278682.426632 + Penalty 3343.677876 = -3275338.748755
  nChanged 2056
		SP:Iteration 3F (865.670000 sec): 3 clusters
  Score: Raw -3280273.603336 + Penalty 3343.677876 = -3276929.925460
  nChanged 2273
		SP:Iteration 4F (865.740000 sec): 3 clusters
  Score: Raw -3282501.406484 + Penalty 3343.677876 = -3279157.728608
  nChanged 2272
		SP:Iteration 5F (865.820000 sec): 3 clusters
  Score: Raw -3285396.458483 + Penalty 3343.677876 = -3282052.780606
  nChanged 2367
		SP:Iteration 6F (865.890000 sec): 3 clusters
  Score: Raw -3289955.857139 + Penalty 3343.677876 = -3286612.179263
  nChanged 2654
		SP:Iteration 7F (865.960000 sec): 3 clusters
  Score: Raw -3295401.391033 + Penalty 3343.677876 = -3292057.713156
  nChanged 2096
		SP:Iteration 8F (866.040000 sec): 3 clusters
  Score: Raw -3297590.643385 + Penalty 3343.677876 = -3294246.965509
  nChanged 1207
		SP:Iteration 9Q (866.100000 sec): 3 clusters
  Score: Raw -3298306.321006 + Penalty 3343.677876 = -3294962.643130
  nChanged 705
		SP:Iteration 10Q (866.160000 sec): 3 clusters
  Score: Raw -3298602.664373 + Penalty 3343.677876 = -3295258.986497
  nChanged 412
		SP:Iteration 11Q (866.220000 sec): 3 clusters
  Score: Raw -3298726.716490 + Penalty 3343.677876 = -3295383.038614
  nChanged 258
		SP:Iteration 12Q (866.290000 sec): 3 clusters
  Score: Raw -3298789.075404 + Penalty 3343.677876 = -3295445.397528
  nChanged 181
		SP:Iteration 13Q (866.350000 sec): 3 clusters
  Score: Raw -3298823.349739 + Penalty 3343.677876 = -3295479.671862
  nChanged 133
		SP:Iteration 14Q (866.420000 sec): 3 clusters
  Score: Raw -3298843.289315 + Penalty 3343.677876 = -3295499.611439
  nChanged 96
		SP:Iteration 15Q (866.480000 sec): 3 clusters
  Score: Raw -3298855.334854 + Penalty 3343.677876 = -3295511.656978
  nChanged 93
		SP:Iteration 16Q (866.540000 sec): 3 clusters
  Score: Raw -3298864.744980 + Penalty 3343.677876 = -3295521.067104
  nChanged 76
		SP:Iteration 17Q (866.600000 sec): 3 clusters
  Score: Raw -3298871.901286 + Penalty 3343.677876 = -3295528.223410
  nChanged 59
		SP:Iteration 18Q (866.660000 sec): 3 clusters
  Score: Raw -3298877.305612 + Penalty 3343.677876 = -3295533.627736
  nChanged 52
		SP:Iteration 19Q (866.720000 sec): 3 clusters
  Score: Raw -3298880.670588 + Penalty 3343.677876 = -3295536.992712
  nChanged 38
		SP:Iteration 20F (866.800000 sec): 3 clusters
  Score: Raw -3298883.043862 + Penalty 3343.677876 = -3295539.365986
  nChanged 25
		SP:Iteration 21Q (866.870000 sec): 3 clusters
  Score: Raw -3298884.234563 + Penalty 3343.677876 = -3295540.556687
  nChanged 11
		SP:Iteration 22Q (866.930000 sec): 3 clusters
  Score: Raw -3298884.703029 + Penalty 3343.677876 = -3295541.025153
  nChanged 7
		SP:Iteration 23Q (867.000000 sec): 3 clusters
  Score: Raw -3298885.036667 + Penalty 3343.677876 = -3295541.358791
  nChanged 4
		SP:Iteration 24Q (867.060000 sec): 3 clusters
  Score: Raw -3298885.267707 + Penalty 3343.677876 = -3295541.589830
  nChanged 4
		SP:Iteration 25Q (867.120000 sec): 3 clusters
  Score: Raw -3298885.413998 + Penalty 3343.677876 = -3295541.736122
  nChanged 4
		SP:Iteration 26Q (867.180000 sec): 3 clusters
  Score: Raw -3298885.622369 + Penalty 3343.677876 = -3295541.944493
  nChanged 6
		SP:Iteration 27Q (867.240000 sec): 3 clusters
  Score: Raw -3298885.801524 + Penalty 3343.677876 = -3295542.123647
  nChanged 2
		SP:Iteration 28Q (867.300000 sec): 3 clusters
  Score: Raw -3298885.880003 + Penalty 3343.677876 = -3295542.202127
  nChanged 1
		SP:Iteration 29Q (867.360000 sec): 3 clusters
  Score: Raw -3298885.897579 + Penalty 3343.677876 = -3295542.219703
  nChanged 0
		SP:Iteration 30F (867.440000 sec): 3 clusters
  Score: Raw -3298885.897579 + Penalty 3343.677876 = -3295542.219703
  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 12.42 GB.

 Trying to split cluster 15 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (867.460000 sec): 2 clusters
  Score: Raw -196730.357226 + Penalty 1215.935797 = -195514.421429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (867.460000 sec): 3 clusters
  Score: Raw -196030.821441 + Penalty 2431.871594 = -193598.949847
  nChanged 628
		SP:Iteration 1F (867.470000 sec): 3 clusters
  Score: Raw -196558.264017 + Penalty 2431.871594 = -194126.392423
  nChanged 186
		SP:Iteration 2F (867.470000 sec): 3 clusters
  Score: Raw -196808.329168 + Penalty 2431.871594 = -194376.457574
  nChanged 159
		SP:Iteration 3F (867.480000 sec): 3 clusters
  Score: Raw -197026.831508 + Penalty 2431.871594 = -194594.959914
  nChanged 149
		SP:Iteration 4F (867.480000 sec): 3 clusters
  Score: Raw -197268.413224 + Penalty 2431.871594 = -194836.541630
  nChanged 125
		SP:Iteration 5F (867.480000 sec): 3 clusters
  Score: Raw -197458.138141 + Penalty 2431.871594 = -195026.266547
  nChanged 88
		SP:Iteration 6Q (867.490000 sec): 3 clusters
  Score: Raw -197612.153767 + Penalty 2431.871594 = -195180.282173
  nChanged 63
		SP:Iteration 7Q (867.490000 sec): 3 clusters
  Score: Raw -197737.773841 + Penalty 2431.871594 = -195305.902247
  nChanged 51
		SP:Iteration 8Q (867.500000 sec): 3 clusters
  Score: Raw -197799.711630 + Penalty 2431.871594 = -195367.840036
  nChanged 34
		SP:Iteration 9Q (867.500000 sec): 3 clusters
  Score: Raw -197824.026066 + Penalty 2431.871594 = -195392.154472
  nChanged 11
		SP:Iteration 10Q (867.500000 sec): 3 clusters
  Score: Raw -197829.952273 + Penalty 2431.871594 = -195398.080679
  nChanged 3
		SP:Iteration 11Q (867.510000 sec): 3 clusters
  Score: Raw -197831.725987 + Penalty 2431.871594 = -195399.854393
  nChanged 0
		SP:Iteration 12F (867.510000 sec): 3 clusters
  Score: Raw -197831.725987 + Penalty 2431.871594 = -195399.854393
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (867.530000 sec): 2 clusters
  Score: Raw -668867.814841 + Penalty 1411.818964 = -667455.995877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (867.540000 sec): 3 clusters
  Score: Raw -665763.577477 + Penalty 2823.637929 = -662939.939548
  nChanged 2477
		SP:Iteration 1F (867.560000 sec): 3 clusters
  Score: Raw -667299.601565 + Penalty 2823.637929 = -664475.963637
  nChanged 534
		SP:Iteration 2F (867.570000 sec): 3 clusters
  Score: Raw -667755.012103 + Penalty 2823.637929 = -664931.374175
  nChanged 476
		SP:Iteration 3F (867.590000 sec): 3 clusters
  Score: Raw -668132.213125 + Penalty 2823.637929 = -665308.575196
  nChanged 364
		SP:Iteration 4F (867.600000 sec): 3 clusters
  Score: Raw -668408.000389 + Penalty 2823.637929 = -665584.362460
  nChanged 334
		SP:Iteration 5F (867.610000 sec): 3 clusters
  Score: Raw -668644.057780 + Penalty 2823.637929 = -665820.419852
  nChanged 285
		SP:Iteration 6Q (867.630000 sec): 3 clusters
  Score: Raw -668809.289372 + Penalty 2823.637929 = -665985.651444
  nChanged 213
		SP:Iteration 7Q (867.640000 sec): 3 clusters
  Score: Raw -668917.276874 + Penalty 2823.637929 = -666093.638946
  nChanged 162
		SP:Iteration 8Q (867.650000 sec): 3 clusters
  Score: Raw -668989.387489 + Penalty 2823.637929 = -666165.749560
  nChanged 121
		SP:Iteration 9Q (867.670000 sec): 3 clusters
  Score: Raw -669038.879930 + Penalty 2823.637929 = -666215.242001
  nChanged 93
		SP:Iteration 10Q (867.680000 sec): 3 clusters
  Score: Raw -669068.176713 + Penalty 2823.637929 = -666244.538785
  nChanged 73
		SP:Iteration 11Q (867.690000 sec): 3 clusters
  Score: Raw -669091.644687 + Penalty 2823.637929 = -666268.006758
  nChanged 55
		SP:Iteration 12Q (867.710000 sec): 3 clusters
  Score: Raw -669111.330522 + Penalty 2823.637929 = -666287.692593
  nChanged 46
		SP:Iteration 13Q (867.720000 sec): 3 clusters
  Score: Raw -669124.086367 + Penalty 2823.637929 = -666300.448439
  nChanged 36
		SP:Iteration 14Q (867.730000 sec): 3 clusters
  Score: Raw -669131.632004 + Penalty 2823.637929 = -666307.994076
  nChanged 23
		SP:Iteration 15Q (867.750000 sec): 3 clusters
  Score: Raw -669138.496933 + Penalty 2823.637929 = -666314.859004
  nChanged 20
		SP:Iteration 16Q (867.760000 sec): 3 clusters
  Score: Raw -669142.442131 + Penalty 2823.637929 = -666318.804202
  nChanged 13
		SP:Iteration 17Q (867.770000 sec): 3 clusters
  Score: Raw -669145.234969 + Penalty 2823.637929 = -666321.597040
  nChanged 13
		SP:Iteration 18Q (867.790000 sec): 3 clusters
  Score: Raw -669148.092091 + Penalty 2823.637929 = -666324.454163
  nChanged 7
		SP:Iteration 19Q (867.800000 sec): 3 clusters
  Score: Raw -669149.369991 + Penalty 2823.637929 = -666325.732062
  nChanged 4
		SP:Iteration 20F (867.810000 sec): 3 clusters
  Score: Raw -669150.040607 + Penalty 2823.637929 = -666326.402679
  nChanged 7
		SP:Iteration 21Q (867.830000 sec): 3 clusters
  Score: Raw -669151.462357 + Penalty 2823.637929 = -666327.824429
  nChanged 8
		SP:Iteration 22Q (867.840000 sec): 3 clusters
  Score: Raw -669154.013146 + Penalty 2823.637929 = -666330.375217
  nChanged 7
		SP:Iteration 23Q (867.850000 sec): 3 clusters
  Score: Raw -669154.981805 + Penalty 2823.637929 = -666331.343877
  nChanged 6
		SP:Iteration 24Q (867.870000 sec): 3 clusters
  Score: Raw -669156.442920 + Penalty 2823.637929 = -666332.804992
  nChanged 11
		SP:Iteration 25Q (867.890000 sec): 3 clusters
  Score: Raw -669159.213214 + Penalty 2823.637929 = -666335.575286
  nChanged 11
		SP:Iteration 26Q (867.900000 sec): 3 clusters
  Score: Raw -669161.362689 + Penalty 2823.637929 = -666337.724760
  nChanged 11
		SP:Iteration 27Q (867.930000 sec): 3 clusters
  Score: Raw -669164.599755 + Penalty 2823.637929 = -666340.961826
  nChanged 6
		SP:Iteration 28Q (867.940000 sec): 3 clusters
  Score: Raw -669166.492178 + Penalty 2823.637929 = -666342.854249
  nChanged 5
		SP:Iteration 29Q (867.950000 sec): 3 clusters
  Score: Raw -669167.707157 + Penalty 2823.637929 = -666344.069228
  nChanged 6
		SP:Iteration 30Q (867.970000 sec): 3 clusters
  Score: Raw -669169.360097 + Penalty 2823.637929 = -666345.722168
  nChanged 8
		SP:Iteration 31Q (867.980000 sec): 3 clusters
  Score: Raw -669171.059873 + Penalty 2823.637929 = -666347.421945
  nChanged 10
		SP:Iteration 32Q (867.990000 sec): 3 clusters
  Score: Raw -669174.524143 + Penalty 2823.637929 = -666350.886215
  nChanged 11
		SP:Iteration 33Q (868.010000 sec): 3 clusters
  Score: Raw -669177.108229 + Penalty 2823.637929 = -666353.470301
  nChanged 11
		SP:Iteration 34Q (868.020000 sec): 3 clusters
  Score: Raw -669179.679677 + Penalty 2823.637929 = -666356.041749
  nChanged 14
		SP:Iteration 35Q (868.030000 sec): 3 clusters
  Score: Raw -669183.950662 + Penalty 2823.637929 = -666360.312734
  nChanged 12
		SP:Iteration 36Q (868.040000 sec): 3 clusters
  Score: Raw -669186.693597 + Penalty 2823.637929 = -666363.055669
  nChanged 10
		SP:Iteration 37Q (868.060000 sec): 3 clusters
  Score: Raw -669188.963019 + Penalty 2823.637929 = -666365.325091
  nChanged 7
		SP:Iteration 38Q (868.070000 sec): 3 clusters
  Score: Raw -669190.322945 + Penalty 2823.637929 = -666366.685017
  nChanged 2
		SP:Iteration 39Q (868.080000 sec): 3 clusters
  Score: Raw -669190.640867 + Penalty 2823.637929 = -666367.002939
  nChanged 0
		SP:Iteration 40F (868.100000 sec): 3 clusters
  Score: Raw -669190.640867 + Penalty 2823.637929 = -666367.002939
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (3851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (868.110000 sec): 2 clusters
  Score: Raw -387632.119453 + Penalty 1341.614322 = -386290.505131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (868.120000 sec): 3 clusters
  Score: Raw -386166.442063 + Penalty 2683.228643 = -383483.213419
  nChanged 1613
		SP:Iteration 1F (868.130000 sec): 3 clusters
  Score: Raw -391530.222519 + Penalty 2683.228643 = -388846.993875
  nChanged 557
		SP:Iteration 2F (868.140000 sec): 3 clusters
  Score: Raw -394264.250183 + Penalty 2683.228643 = -391581.021540
  nChanged 250
		SP:Iteration 3F (868.150000 sec): 3 clusters
  Score: Raw -395280.743851 + Penalty 2683.228643 = -392597.515208
  nChanged 250
		SP:Iteration 4F (868.160000 sec): 3 clusters
  Score: Raw -396963.472248 + Penalty 2683.228643 = -394280.243604
  nChanged 238
		SP:Iteration 5F (868.170000 sec): 3 clusters
  Score: Raw -400081.100632 + Penalty 2683.228643 = -397397.871988
  nChanged 136
		SP:Iteration 6Q (868.170000 sec): 3 clusters
  Score: Raw -401437.621282 + Penalty 2683.228643 = -398754.392638
  nChanged 80
		SP:Iteration 7Q (868.180000 sec): 3 clusters
  Score: Raw -402666.516475 + Penalty 2683.228643 = -399983.287832
  nChanged 23
		SP:Iteration 8Q (868.180000 sec): 3 clusters
  Score: Raw -403709.735220 + Penalty 2683.228643 = -401026.506576
  nChanged 1
		SP:Iteration 9Q (868.190000 sec): 3 clusters
  Score: Raw -403756.271433 + Penalty 2683.228643 = -401073.042790
  nChanged 0
		SP:Iteration 10F (868.200000 sec): 3 clusters
  Score: Raw -403756.271433 + Penalty 2683.228643 = -401073.042790
  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 12.42 GB.

 Trying to split cluster 18 (28192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (868.280000 sec): 2 clusters
  Score: Raw -3257975.564465 + Penalty 1665.103948 = -3256310.460516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (868.350000 sec): 3 clusters
  Score: Raw -3240656.874460 + Penalty 3330.207897 = -3237326.666564
  nChanged 13125
		SP:Iteration 1F (868.450000 sec): 3 clusters
  Score: Raw -3247726.970433 + Penalty 3330.207897 = -3244396.762536
  nChanged 1488
		SP:Iteration 2F (868.530000 sec): 3 clusters
  Score: Raw -3248333.675671 + Penalty 3330.207897 = -3245003.467774
  nChanged 1537
		SP:Iteration 3F (868.600000 sec): 3 clusters
  Score: Raw -3249082.034034 + Penalty 3330.207897 = -3245751.826137
  nChanged 1652
		SP:Iteration 4F (868.670000 sec): 3 clusters
  Score: Raw -3249964.731427 + Penalty 3330.207897 = -3246634.523530
  nChanged 1687
		SP:Iteration 5F (868.740000 sec): 3 clusters
  Score: Raw -3250984.747158 + Penalty 3330.207897 = -3247654.539261
  nChanged 1681
		SP:Iteration 6F (868.810000 sec): 3 clusters
  Score: Raw -3251939.358329 + Penalty 3330.207897 = -3248609.150432
  nChanged 1548
		SP:Iteration 7F (868.880000 sec): 3 clusters
  Score: Raw -3252766.613872 + Penalty 3330.207897 = -3249436.405975
  nChanged 1442
		SP:Iteration 8F (868.950000 sec): 3 clusters
  Score: Raw -3253482.724845 + Penalty 3330.207897 = -3250152.516948
  nChanged 1222
		SP:Iteration 9Q (869.030000 sec): 3 clusters
  Score: Raw -3254015.850575 + Penalty 3330.207897 = -3250685.642678
  nChanged 1046
		SP:Iteration 10Q (869.090000 sec): 3 clusters
  Score: Raw -3254486.310128 + Penalty 3330.207897 = -3251156.102231
  nChanged 993
		SP:Iteration 11Q (869.160000 sec): 3 clusters
  Score: Raw -3254966.592430 + Penalty 3330.207897 = -3251636.384533
  nChanged 1043
		SP:Iteration 12Q (869.230000 sec): 3 clusters
  Score: Raw -3255539.389742 + Penalty 3330.207897 = -3252209.181845
  nChanged 1121
		SP:Iteration 13Q (869.290000 sec): 3 clusters
  Score: Raw -3256213.755328 + Penalty 3330.207897 = -3252883.547431
  nChanged 1247
		SP:Iteration 14Q (869.360000 sec): 3 clusters
  Score: Raw -3257026.709166 + Penalty 3330.207897 = -3253696.501269
  nChanged 1225
		SP:Iteration 15Q (869.430000 sec): 3 clusters
  Score: Raw -3257809.359541 + Penalty 3330.207897 = -3254479.151645
  nChanged 1087
		SP:Iteration 16Q (869.490000 sec): 3 clusters
  Score: Raw -3258458.206319 + Penalty 3330.207897 = -3255127.998422
  nChanged 906
		SP:Iteration 17Q (869.560000 sec): 3 clusters
  Score: Raw -3258939.038422 + Penalty 3330.207897 = -3255608.830525
  nChanged 695
		SP:Iteration 18Q (869.620000 sec): 3 clusters
  Score: Raw -3259274.870681 + Penalty 3330.207897 = -3255944.662784
  nChanged 555
		SP:Iteration 19Q (869.690000 sec): 3 clusters
  Score: Raw -3259531.936185 + Penalty 3330.207897 = -3256201.728289
  nChanged 466
		SP:Iteration 20F (869.760000 sec): 3 clusters
  Score: Raw -3259712.695564 + Penalty 3330.207897 = -3256382.487667
  nChanged 376
		SP:Iteration 21Q (869.820000 sec): 3 clusters
  Score: Raw -3259833.415195 + Penalty 3330.207897 = -3256503.207298
  nChanged 308
		SP:Iteration 22Q (869.880000 sec): 3 clusters
  Score: Raw -3259920.148663 + Penalty 3330.207897 = -3256589.940766
  nChanged 238
		SP:Iteration 23Q (869.950000 sec): 3 clusters
  Score: Raw -3259979.583288 + Penalty 3330.207897 = -3256649.375391
  nChanged 239
		SP:Iteration 24Q (870.010000 sec): 3 clusters
  Score: Raw -3260045.896556 + Penalty 3330.207897 = -3256715.688659
  nChanged 223
		SP:Iteration 25Q (870.070000 sec): 3 clusters
  Score: Raw -3260110.475656 + Penalty 3330.207897 = -3256780.267759
  nChanged 233
		SP:Iteration 26Q (870.140000 sec): 3 clusters
  Score: Raw -3260180.646814 + Penalty 3330.207897 = -3256850.438917
  nChanged 237
		SP:Iteration 27Q (870.200000 sec): 3 clusters
  Score: Raw -3260256.459555 + Penalty 3330.207897 = -3256926.251658
  nChanged 229
		SP:Iteration 28Q (870.260000 sec): 3 clusters
  Score: Raw -3260324.161464 + Penalty 3330.207897 = -3256993.953567
  nChanged 206
		SP:Iteration 29Q (870.320000 sec): 3 clusters
  Score: Raw -3260378.806632 + Penalty 3330.207897 = -3257048.598735
  nChanged 177
		SP:Iteration 30Q (870.380000 sec): 3 clusters
  Score: Raw -3260417.818653 + Penalty 3330.207897 = -3257087.610756
  nChanged 144
		SP:Iteration 31Q (870.440000 sec): 3 clusters
  Score: Raw -3260448.485412 + Penalty 3330.207897 = -3257118.277515
  nChanged 144
		SP:Iteration 32Q (870.500000 sec): 3 clusters
  Score: Raw -3260479.005431 + Penalty 3330.207897 = -3257148.797534
  nChanged 125
		SP:Iteration 33Q (870.560000 sec): 3 clusters
  Score: Raw -3260500.562693 + Penalty 3330.207897 = -3257170.354796
  nChanged 93
		SP:Iteration 34Q (870.620000 sec): 3 clusters
  Score: Raw -3260511.699045 + Penalty 3330.207897 = -3257181.491148
  nChanged 67
		SP:Iteration 35Q (870.680000 sec): 3 clusters
  Score: Raw -3260518.283339 + Penalty 3330.207897 = -3257188.075442
  nChanged 57
		SP:Iteration 36Q (870.740000 sec): 3 clusters
  Score: Raw -3260524.349395 + Penalty 3330.207897 = -3257194.141498
  nChanged 51
		SP:Iteration 37Q (870.810000 sec): 3 clusters
  Score: Raw -3260529.245864 + Penalty 3330.207897 = -3257199.037967
  nChanged 36
		SP:Iteration 38Q (870.860000 sec): 3 clusters
  Score: Raw -3260533.214703 + Penalty 3330.207897 = -3257203.006806
  nChanged 43
		SP:Iteration 39Q (870.920000 sec): 3 clusters
  Score: Raw -3260536.901949 + Penalty 3330.207897 = -3257206.694052
  nChanged 27
		SP:Iteration 40F (871.000000 sec): 3 clusters
  Score: Raw -3260538.328865 + Penalty 3330.207897 = -3257208.120969
  nChanged 14
		SP:Iteration 41Q (871.060000 sec): 3 clusters
  Score: Raw -3260539.134999 + Penalty 3330.207897 = -3257208.927102
  nChanged 18
		SP:Iteration 42Q (871.120000 sec): 3 clusters
  Score: Raw -3260540.220861 + Penalty 3330.207897 = -3257210.012964
  nChanged 14
		SP:Iteration 43Q (871.180000 sec): 3 clusters
  Score: Raw -3260540.984479 + Penalty 3330.207897 = -3257210.776582
  nChanged 16
		SP:Iteration 44Q (871.250000 sec): 3 clusters
  Score: Raw -3260542.019501 + Penalty 3330.207897 = -3257211.811604
  nChanged 15
		SP:Iteration 45Q (871.310000 sec): 3 clusters
  Score: Raw -3260542.993755 + Penalty 3330.207897 = -3257212.785858
  nChanged 13
		SP:Iteration 46Q (871.370000 sec): 3 clusters
  Score: Raw -3260543.766142 + Penalty 3330.207897 = -3257213.558245
  nChanged 10
		SP:Iteration 47Q (871.430000 sec): 3 clusters
  Score: Raw -3260544.403323 + Penalty 3330.207897 = -3257214.195426
  nChanged 11
		SP:Iteration 48Q (871.490000 sec): 3 clusters
  Score: Raw -3260544.888543 + Penalty 3330.207897 = -3257214.680646
  nChanged 11
		SP:Iteration 49Q (871.550000 sec): 3 clusters
  Score: Raw -3260545.376573 + Penalty 3330.207897 = -3257215.168676
  nChanged 10
		SP:Iteration 50Q (871.610000 sec): 3 clusters
  Score: Raw -3260545.903622 + Penalty 3330.207897 = -3257215.695725
  nChanged 10
		SP:Iteration 51Q (871.670000 sec): 3 clusters
  Score: Raw -3260546.457856 + Penalty 3330.207897 = -3257216.249959
  nChanged 12
		SP:Iteration 52Q (871.720000 sec): 3 clusters
  Score: Raw -3260547.188384 + Penalty 3330.207897 = -3257216.980487
  nChanged 10
		SP:Iteration 53Q (871.790000 sec): 3 clusters
  Score: Raw -3260547.622214 + Penalty 3330.207897 = -3257217.414318
  nChanged 2
		SP:Iteration 54Q (871.850000 sec): 3 clusters
  Score: Raw -3260547.696005 + Penalty 3330.207897 = -3257217.488108
  nChanged 0
		SP:Iteration 55F (871.910000 sec): 3 clusters
  Score: Raw -3260547.696005 + Penalty 3330.207897 = -3257217.488108
  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 12.42 GB.

 Trying to split cluster 19 (28747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (871.990000 sec): 2 clusters
  Score: Raw -3286190.182621 + Penalty 1668.271913 = -3284521.910708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (872.060000 sec): 3 clusters
  Score: Raw -3268556.243026 + Penalty 3336.543825 = -3265219.699201
  nChanged 13168
		SP:Iteration 1F (872.130000 sec): 3 clusters
  Score: Raw -3275942.412821 + Penalty 3336.543825 = -3272605.868996
  nChanged 1465
		SP:Iteration 2F (872.200000 sec): 3 clusters
  Score: Raw -3276573.467309 + Penalty 3336.543825 = -3273236.923484
  nChanged 1430
		SP:Iteration 3Q (872.270000 sec): 3 clusters
  Score: Raw -3277189.022589 + Penalty 3336.543825 = -3273852.478764
  nChanged 1414
		SP:Iteration 4Q (872.340000 sec): 3 clusters
  Score: Raw -3277840.587164 + Penalty 3336.543825 = -3274504.043339
  nChanged 1414
		SP:Iteration 5Q (872.410000 sec): 3 clusters
  Score: Raw -3278531.352297 + Penalty 3336.543825 = -3275194.808472
  nChanged 1354
		SP:Iteration 6Q (872.480000 sec): 3 clusters
  Score: Raw -3279286.335891 + Penalty 3336.543825 = -3275949.792066
  nChanged 1361
		SP:Iteration 7Q (872.550000 sec): 3 clusters
  Score: Raw -3280137.528975 + Penalty 3336.543825 = -3276800.985150
  nChanged 1375
		SP:Iteration 8Q (872.620000 sec): 3 clusters
  Score: Raw -3281020.903158 + Penalty 3336.543825 = -3277684.359332
  nChanged 1228
		SP:Iteration 9Q (872.690000 sec): 3 clusters
  Score: Raw -3281734.712819 + Penalty 3336.543825 = -3278398.168994
  nChanged 1074
		SP:Iteration 10Q (872.750000 sec): 3 clusters
  Score: Raw -3282262.407457 + Penalty 3336.543825 = -3278925.863632
  nChanged 922
		SP:Iteration 11Q (872.820000 sec): 3 clusters
  Score: Raw -3282674.207162 + Penalty 3336.543825 = -3279337.663337
  nChanged 827
		SP:Iteration 12Q (872.890000 sec): 3 clusters
  Score: Raw -3283057.816583 + Penalty 3336.543825 = -3279721.272757
  nChanged 857
		SP:Iteration 13Q (872.950000 sec): 3 clusters
  Score: Raw -3283483.961807 + Penalty 3336.543825 = -3280147.417982
  nChanged 853
		SP:Iteration 14Q (873.010000 sec): 3 clusters
  Score: Raw -3283912.048302 + Penalty 3336.543825 = -3280575.504477
  nChanged 823
		SP:Iteration 15Q (873.080000 sec): 3 clusters
  Score: Raw -3284346.366584 + Penalty 3336.543825 = -3281009.822759
  nChanged 794
		SP:Iteration 16Q (873.140000 sec): 3 clusters
  Score: Raw -3284785.150792 + Penalty 3336.543825 = -3281448.606967
  nChanged 691
		SP:Iteration 17Q (873.200000 sec): 3 clusters
  Score: Raw -3285161.849260 + Penalty 3336.543825 = -3281825.305434
  nChanged 579
		SP:Iteration 18Q (873.260000 sec): 3 clusters
  Score: Raw -3285480.566504 + Penalty 3336.543825 = -3282144.022679
  nChanged 472
		SP:Iteration 19Q (873.320000 sec): 3 clusters
  Score: Raw -3285745.342267 + Penalty 3336.543825 = -3282408.798442
  nChanged 367
		SP:Iteration 20F (873.390000 sec): 3 clusters
  Score: Raw -3285939.398286 + Penalty 3336.543825 = -3282602.854461
  nChanged 271
		SP:Iteration 21Q (873.450000 sec): 3 clusters
  Score: Raw -3286092.915930 + Penalty 3336.543825 = -3282756.372105
  nChanged 214
		SP:Iteration 22Q (873.500000 sec): 3 clusters
  Score: Raw -3286198.439945 + Penalty 3336.543825 = -3282861.896120
  nChanged 161
		SP:Iteration 23Q (873.550000 sec): 3 clusters
  Score: Raw -3286272.332722 + Penalty 3336.543825 = -3282935.788897
  nChanged 108
		SP:Iteration 24Q (873.610000 sec): 3 clusters
  Score: Raw -3286317.544428 + Penalty 3336.543825 = -3282981.000603
  nChanged 88
		SP:Iteration 25Q (873.660000 sec): 3 clusters
  Score: Raw -3286351.163703 + Penalty 3336.543825 = -3283014.619877
  nChanged 65
		SP:Iteration 26Q (873.710000 sec): 3 clusters
  Score: Raw -3286377.298128 + Penalty 3336.543825 = -3283040.754303
  nChanged 62
		SP:Iteration 27Q (873.760000 sec): 3 clusters
  Score: Raw -3286405.107851 + Penalty 3336.543825 = -3283068.564025
  nChanged 54
		SP:Iteration 28Q (873.810000 sec): 3 clusters
  Score: Raw -3286429.538269 + Penalty 3336.543825 = -3283092.994444
  nChanged 51
		SP:Iteration 29Q (873.870000 sec): 3 clusters
  Score: Raw -3286451.011635 + Penalty 3336.543825 = -3283114.467809
  nChanged 28
		SP:Iteration 30Q (873.910000 sec): 3 clusters
  Score: Raw -3286464.089849 + Penalty 3336.543825 = -3283127.546023
  nChanged 35
		SP:Iteration 31Q (873.970000 sec): 3 clusters
  Score: Raw -3286477.356783 + Penalty 3336.543825 = -3283140.812958
  nChanged 22
		SP:Iteration 32Q (874.020000 sec): 3 clusters
  Score: Raw -3286486.749184 + Penalty 3336.543825 = -3283150.205359
  nChanged 21
		SP:Iteration 33Q (874.070000 sec): 3 clusters
  Score: Raw -3286494.846466 + Penalty 3336.543825 = -3283158.302641
  nChanged 15
		SP:Iteration 34Q (874.120000 sec): 3 clusters
  Score: Raw -3286500.645941 + Penalty 3336.543825 = -3283164.102116
  nChanged 12
		SP:Iteration 35Q (874.190000 sec): 3 clusters
  Score: Raw -3286503.908087 + Penalty 3336.543825 = -3283167.364262
  nChanged 8
		SP:Iteration 36Q (874.230000 sec): 3 clusters
  Score: Raw -3286506.473958 + Penalty 3336.543825 = -3283169.930133
  nChanged 3
		SP:Iteration 37Q (874.290000 sec): 3 clusters
  Score: Raw -3286507.248553 + Penalty 3336.543825 = -3283170.704727
  nChanged 2
		SP:Iteration 38Q (874.330000 sec): 3 clusters
  Score: Raw -3286507.753907 + Penalty 3336.543825 = -3283171.210082
  nChanged 1
		SP:Iteration 39Q (874.380000 sec): 3 clusters
  Score: Raw -3286507.948105 + Penalty 3336.543825 = -3283171.404280
  nChanged 1
		SP:Iteration 40F (874.450000 sec): 3 clusters
  Score: Raw -3286508.126707 + Penalty 3336.543825 = -3283171.582881
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (514369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (875.810000 sec): 2 clusters
  Score: Raw -60110358.962211 + Penalty 2136.988130 = -60108221.974081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (877.110000 sec): 3 clusters
  Score: Raw -59762989.330154 + Penalty 4273.976260 = -59758715.353894
  nChanged 252476
		SP:Iteration 1F (878.400000 sec): 3 clusters
  Score: Raw -59920087.376500 + Penalty 4273.976260 = -59915813.400239
  nChanged 20217
		SP:Iteration 2Q (879.710000 sec): 3 clusters
  Score: Raw -59927402.340233 + Penalty 4273.976260 = -59923128.363973
  nChanged 25859
		SP:Iteration 3F (881.000000 sec): 3 clusters
  Score: Raw -59939487.396401 + Penalty 4273.976260 = -59935213.420141
  nChanged 31430
		SP:Iteration 4F (882.270000 sec): 3 clusters
  Score: Raw -59956957.319804 + Penalty 4273.976260 = -59952683.343543
  nChanged 34399
		SP:Iteration 5F (883.550000 sec): 3 clusters
  Score: Raw -59978195.700754 + Penalty 4273.976260 = -59973921.724494
  nChanged 33883
		SP:Iteration 6F (884.850000 sec): 3 clusters
  Score: Raw -60000173.669378 + Penalty 4273.976260 = -59995899.693117
  nChanged 30157
		SP:Iteration 7F (886.150000 sec): 3 clusters
  Score: Raw -60020035.838657 + Penalty 4273.976260 = -60015761.862397
  nChanged 25289
		SP:Iteration 8Q (887.450000 sec): 3 clusters
  Score: Raw -60036844.410809 + Penalty 4273.976260 = -60032570.434548
  nChanged 20558
		SP:Iteration 9Q (888.740000 sec): 3 clusters
  Score: Raw -60051352.064588 + Penalty 4273.976260 = -60047078.088328
  nChanged 16278
		SP:Iteration 10Q (889.980000 sec): 3 clusters
  Score: Raw -60063499.148106 + Penalty 4273.976260 = -60059225.171845
  nChanged 12594
		SP:Iteration 11Q (891.160000 sec): 3 clusters
  Score: Raw -60072594.638036 + Penalty 4273.976260 = -60068320.661776
  nChanged 9382
		SP:Iteration 12Q (892.280000 sec): 3 clusters
  Score: Raw -60078568.540117 + Penalty 4273.976260 = -60074294.563857
  nChanged 7189
		SP:Iteration 13Q (893.370000 sec): 3 clusters
  Score: Raw -60082682.753634 + Penalty 4273.976260 = -60078408.777374
  nChanged 6174
		SP:Iteration 14Q (894.430000 sec): 3 clusters
  Score: Raw -60086152.297544 + Penalty 4273.976260 = -60081878.321283
  nChanged 5796
		SP:Iteration 15Q (895.460000 sec): 3 clusters
  Score: Raw -60089329.513754 + Penalty 4273.976260 = -60085055.537493
  nChanged 5276
		SP:Iteration 16Q (896.480000 sec): 3 clusters
  Score: Raw -60092169.834111 + Penalty 4273.976260 = -60087895.857850
  nChanged 4810
		SP:Iteration 17Q (897.480000 sec): 3 clusters
  Score: Raw -60094798.821744 + Penalty 4273.976260 = -60090524.845484
  nChanged 4295
		SP:Iteration 18Q (898.460000 sec): 3 clusters
  Score: Raw -60097145.447625 + Penalty 4273.976260 = -60092871.471364
  nChanged 3804
		SP:Iteration 19Q (899.450000 sec): 3 clusters
  Score: Raw -60099200.137684 + Penalty 4273.976260 = -60094926.161424
  nChanged 3334
		SP:Iteration 20F (900.730000 sec): 3 clusters
  Score: Raw -60100988.648464 + Penalty 4273.976260 = -60096714.672204
  nChanged 2990
		SP:Iteration 21Q (901.680000 sec): 3 clusters
  Score: Raw -60102562.141458 + Penalty 4273.976260 = -60098288.165198
  nChanged 2629
		SP:Iteration 22Q (902.750000 sec): 3 clusters
  Score: Raw -60103916.868324 + Penalty 4273.976260 = -60099642.892064
  nChanged 2266
		SP:Iteration 23Q (903.750000 sec): 3 clusters
  Score: Raw -60105054.058899 + Penalty 4273.976260 = -60100780.082639
  nChanged 1997
		SP:Iteration 24Q (904.740000 sec): 3 clusters
  Score: Raw -60106017.562387 + Penalty 4273.976260 = -60101743.586127
  nChanged 1735
		SP:Iteration 25Q (905.710000 sec): 3 clusters
  Score: Raw -60106811.576553 + Penalty 4273.976260 = -60102537.600293
  nChanged 1535
		SP:Iteration 26Q (906.690000 sec): 3 clusters
  Score: Raw -60107485.377942 + Penalty 4273.976260 = -60103211.401682
  nChanged 1281
		SP:Iteration 27Q (907.640000 sec): 3 clusters
  Score: Raw -60108001.962974 + Penalty 4273.976260 = -60103727.986713
  nChanged 1113
		SP:Iteration 28Q (908.580000 sec): 3 clusters
  Score: Raw -60108422.035114 + Penalty 4273.976260 = -60104148.058853
  nChanged 980
		SP:Iteration 29Q (909.520000 sec): 3 clusters
  Score: Raw -60108797.021694 + Penalty 4273.976260 = -60104523.045434
  nChanged 906
		SP:Iteration 30Q (910.480000 sec): 3 clusters
  Score: Raw -60109135.013375 + Penalty 4273.976260 = -60104861.037115
  nChanged 758
		SP:Iteration 31Q (911.380000 sec): 3 clusters
  Score: Raw -60109402.512092 + Penalty 4273.976260 = -60105128.535832
  nChanged 646
		SP:Iteration 32Q (912.290000 sec): 3 clusters
  Score: Raw -60109618.083812 + Penalty 4273.976260 = -60105344.107552
  nChanged 594
		SP:Iteration 33Q (913.190000 sec): 3 clusters
  Score: Raw -60109813.942360 + Penalty 4273.976260 = -60105539.966099
  nChanged 501
		SP:Iteration 34Q (914.090000 sec): 3 clusters
  Score: Raw -60109970.093488 + Penalty 4273.976260 = -60105696.117227
  nChanged 424
		SP:Iteration 35Q (914.980000 sec): 3 clusters
  Score: Raw -60110092.870992 + Penalty 4273.976260 = -60105818.894732
  nChanged 382
		SP:Iteration 36Q (915.860000 sec): 3 clusters
  Score: Raw -60110205.408290 + Penalty 4273.976260 = -60105931.432030
  nChanged 376
		SP:Iteration 37Q (916.750000 sec): 3 clusters
  Score: Raw -60110310.089525 + Penalty 4273.976260 = -60106036.113265
  nChanged 286
		SP:Iteration 38Q (917.670000 sec): 3 clusters
  Score: Raw -60110380.272074 + Penalty 4273.976260 = -60106106.295814
  nChanged 244
		SP:Iteration 39Q (918.560000 sec): 3 clusters
  Score: Raw -60110436.872200 + Penalty 4273.976260 = -60106162.895939
  nChanged 198
		SP:Iteration 40F (919.840000 sec): 3 clusters
  Score: Raw -60110476.670648 + Penalty 4273.976260 = -60106202.694387
  nChanged 162
		SP:Iteration 41Q (920.730000 sec): 3 clusters
  Score: Raw -60110506.951266 + Penalty 4273.976260 = -60106232.975006
  nChanged 149
		SP:Iteration 42Q (921.600000 sec): 3 clusters
  Score: Raw -60110533.832451 + Penalty 4273.976260 = -60106259.856191
  nChanged 128
		SP:Iteration 43Q (922.490000 sec): 3 clusters
  Score: Raw -60110559.051741 + Penalty 4273.976260 = -60106285.075481
  nChanged 128
		SP:Iteration 44Q (923.380000 sec): 3 clusters
  Score: Raw -60110583.955240 + Penalty 4273.976260 = -60106309.978980
  nChanged 126
		SP:Iteration 45Q (924.250000 sec): 3 clusters
  Score: Raw -60110607.262018 + Penalty 4273.976260 = -60106333.285758
  nChanged 119
		SP:Iteration 46Q (925.130000 sec): 3 clusters
  Score: Raw -60110630.285443 + Penalty 4273.976260 = -60106356.309182
  nChanged 122
		SP:Iteration 47Q (926.030000 sec): 3 clusters
  Score: Raw -60110654.895539 + Penalty 4273.976260 = -60106380.919279
  nChanged 112
		SP:Iteration 48Q (926.910000 sec): 3 clusters
  Score: Raw -60110678.376580 + Penalty 4273.976260 = -60106404.400319
  nChanged 111
		SP:Iteration 49Q (927.800000 sec): 3 clusters
  Score: Raw -60110699.480913 + Penalty 4273.976260 = -60106425.504652
  nChanged 88
		SP:Iteration 50Q (928.680000 sec): 3 clusters
  Score: Raw -60110716.685080 + Penalty 4273.976260 = -60106442.708820
  nChanged 74
		SP:Iteration 51Q (929.570000 sec): 3 clusters
  Score: Raw -60110730.398299 + Penalty 4273.976260 = -60106456.422039
  nChanged 70
		SP:Iteration 52Q (930.450000 sec): 3 clusters
  Score: Raw -60110743.758913 + Penalty 4273.976260 = -60106469.782652
  nChanged 71
		SP:Iteration 53Q (931.360000 sec): 3 clusters
  Score: Raw -60110757.721717 + Penalty 4273.976260 = -60106483.745456
  nChanged 58
		SP:Iteration 54Q (932.230000 sec): 3 clusters
  Score: Raw -60110766.877851 + Penalty 4273.976260 = -60106492.901590
  nChanged 43
		SP:Iteration 55Q (933.110000 sec): 3 clusters
  Score: Raw -60110773.725835 + Penalty 4273.976260 = -60106499.749575
  nChanged 44
		SP:Iteration 56Q (933.990000 sec): 3 clusters
  Score: Raw -60110779.750089 + Penalty 4273.976260 = -60106505.773828
  nChanged 26
		SP:Iteration 57Q (934.880000 sec): 3 clusters
  Score: Raw -60110782.939303 + Penalty 4273.976260 = -60106508.963043
  nChanged 22
		SP:Iteration 58Q (935.760000 sec): 3 clusters
  Score: Raw -60110785.920004 + Penalty 4273.976260 = -60106511.943744
  nChanged 17
		SP:Iteration 59Q (936.640000 sec): 3 clusters
  Score: Raw -60110788.130942 + Penalty 4273.976260 = -60106514.154681
  nChanged 18
		SP:Iteration 60F (937.900000 sec): 3 clusters
  Score: Raw -60110790.332669 + Penalty 4273.976260 = -60106516.356408
  nChanged 15
		SP:Iteration 61Q (938.780000 sec): 3 clusters
  Score: Raw -60110792.303215 + Penalty 4273.976260 = -60106518.326954
  nChanged 16
		SP:Iteration 62Q (939.660000 sec): 3 clusters
  Score: Raw -60110794.458266 + Penalty 4273.976260 = -60106520.482006
  nChanged 14
		SP:Iteration 63Q (940.550000 sec): 3 clusters
  Score: Raw -60110796.416667 + Penalty 4273.976260 = -60106522.440406
  nChanged 12
		SP:Iteration 64Q (941.440000 sec): 3 clusters
  Score: Raw -60110797.805556 + Penalty 4273.976260 = -60106523.829296
  nChanged 10
		SP:Iteration 65Q (942.310000 sec): 3 clusters
  Score: Raw -60110798.787960 + Penalty 4273.976260 = -60106524.811700
  nChanged 6
		SP:Iteration 66Q (943.190000 sec): 3 clusters
  Score: Raw -60110799.304214 + Penalty 4273.976260 = -60106525.327954
  nChanged 9
		SP:Iteration 67Q (944.070000 sec): 3 clusters
  Score: Raw -60110800.045591 + Penalty 4273.976260 = -60106526.069331
  nChanged 8
		SP:Iteration 68Q (944.950000 sec): 3 clusters
  Score: Raw -60110800.757536 + Penalty 4273.976260 = -60106526.781276
  nChanged 5
		SP:Iteration 69Q (945.820000 sec): 3 clusters
  Score: Raw -60110801.058030 + Penalty 4273.976260 = -60106527.081770
  nChanged 2
		SP:Iteration 70Q (946.720000 sec): 3 clusters
  Score: Raw -60110801.214449 + Penalty 4273.976260 = -60106527.238189
  nChanged 2
		SP:Iteration 71Q (947.600000 sec): 3 clusters
  Score: Raw -60110801.379418 + Penalty 4273.976260 = -60106527.403157
  nChanged 3
		SP:Iteration 72Q (948.480000 sec): 3 clusters
  Score: Raw -60110801.537971 + Penalty 4273.976260 = -60106527.561710
  nChanged 1
		SP:Iteration 73Q (949.360000 sec): 3 clusters
  Score: Raw -60110801.645379 + Penalty 4273.976260 = -60106527.669118
  nChanged 2
		SP:Iteration 74Q (950.240000 sec): 3 clusters
  Score: Raw -60110801.816571 + Penalty 4273.976260 = -60106527.840311
  nChanged 2
		SP:Iteration 75Q (951.120000 sec): 3 clusters
  Score: Raw -60110801.984560 + Penalty 4273.976260 = -60106528.008299
  nChanged 2
		SP:Iteration 76Q (952.010000 sec): 3 clusters
  Score: Raw -60110802.115714 + Penalty 4273.976260 = -60106528.139453
  nChanged 3
		SP:Iteration 77Q (952.880000 sec): 3 clusters
  Score: Raw -60110802.476375 + Penalty 4273.976260 = -60106528.500114
  nChanged 3
		SP:Iteration 78Q (953.760000 sec): 3 clusters
  Score: Raw -60110802.773331 + Penalty 4273.976260 = -60106528.797071
  nChanged 1
		SP:Iteration 79Q (954.640000 sec): 3 clusters
  Score: Raw -60110802.839895 + Penalty 4273.976260 = -60106528.863634
  nChanged 0
		SP:Iteration 80F (955.900000 sec): 3 clusters
  Score: Raw -60110802.839895 + Penalty 4273.976260 = -60106528.863634
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (16866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (956.150000 sec): 2 clusters
  Score: Raw -1774671.680449 + Penalty 1581.621444 = -1773090.059005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (956.210000 sec): 3 clusters
  Score: Raw -1764740.099249 + Penalty 3163.242888 = -1761576.856361
  nChanged 7612
		SP:Iteration 1F (956.260000 sec): 3 clusters
  Score: Raw -1770961.137332 + Penalty 3163.242888 = -1767797.894444
  nChanged 1895
		SP:Iteration 2F (956.300000 sec): 3 clusters
  Score: Raw -1772886.061732 + Penalty 3163.242888 = -1769722.818844
  nChanged 1499
		SP:Iteration 3F (956.340000 sec): 3 clusters
  Score: Raw -1774140.843940 + Penalty 3163.242888 = -1770977.601052
  nChanged 1114
		SP:Iteration 4F (956.380000 sec): 3 clusters
  Score: Raw -1774996.957170 + Penalty 3163.242888 = -1771833.714282
  nChanged 798
		SP:Iteration 5Q (956.420000 sec): 3 clusters
  Score: Raw -1775469.215728 + Penalty 3163.242888 = -1772305.972840
  nChanged 575
		SP:Iteration 6Q (956.470000 sec): 3 clusters
  Score: Raw -1775743.997231 + Penalty 3163.242888 = -1772580.754343
  nChanged 417
		SP:Iteration 7Q (956.510000 sec): 3 clusters
  Score: Raw -1775926.256821 + Penalty 3163.242888 = -1772763.013933
  nChanged 357
		SP:Iteration 8Q (956.550000 sec): 3 clusters
  Score: Raw -1776092.465652 + Penalty 3163.242888 = -1772929.222764
  nChanged 328
		SP:Iteration 9Q (956.590000 sec): 3 clusters
  Score: Raw -1776271.282059 + Penalty 3163.242888 = -1773108.039171
  nChanged 345
		SP:Iteration 10Q (956.630000 sec): 3 clusters
  Score: Raw -1776480.043611 + Penalty 3163.242888 = -1773316.800723
  nChanged 307
		SP:Iteration 11Q (956.660000 sec): 3 clusters
  Score: Raw -1776665.824698 + Penalty 3163.242888 = -1773502.581810
  nChanged 272
		SP:Iteration 12Q (956.700000 sec): 3 clusters
  Score: Raw -1776795.703232 + Penalty 3163.242888 = -1773632.460344
  nChanged 239
		SP:Iteration 13Q (956.740000 sec): 3 clusters
  Score: Raw -1776883.715929 + Penalty 3163.242888 = -1773720.473041
  nChanged 187
		SP:Iteration 14Q (956.780000 sec): 3 clusters
  Score: Raw -1776949.675621 + Penalty 3163.242888 = -1773786.432733
  nChanged 181
		SP:Iteration 15Q (956.820000 sec): 3 clusters
  Score: Raw -1777016.469204 + Penalty 3163.242888 = -1773853.226316
  nChanged 183
		SP:Iteration 16Q (956.860000 sec): 3 clusters
  Score: Raw -1777083.945952 + Penalty 3163.242888 = -1773920.703064
  nChanged 171
		SP:Iteration 17Q (956.900000 sec): 3 clusters
  Score: Raw -1777167.129902 + Penalty 3163.242888 = -1774003.887014
  nChanged 180
		SP:Iteration 18Q (956.940000 sec): 3 clusters
  Score: Raw -1777286.193542 + Penalty 3163.242888 = -1774122.950654
  nChanged 205
		SP:Iteration 19Q (956.970000 sec): 3 clusters
  Score: Raw -1777414.059241 + Penalty 3163.242888 = -1774250.816353
  nChanged 203
		SP:Iteration 20F (957.010000 sec): 3 clusters
  Score: Raw -1777553.868549 + Penalty 3163.242888 = -1774390.625661
  nChanged 181
		SP:Iteration 21Q (957.060000 sec): 3 clusters
  Score: Raw -1777680.253367 + Penalty 3163.242888 = -1774517.010479
  nChanged 163
		SP:Iteration 22Q (957.090000 sec): 3 clusters
  Score: Raw -1777762.920948 + Penalty 3163.242888 = -1774599.678060
  nChanged 123
		SP:Iteration 23Q (957.130000 sec): 3 clusters
  Score: Raw -1777808.098993 + Penalty 3163.242888 = -1774644.856105
  nChanged 85
		SP:Iteration 24Q (957.160000 sec): 3 clusters
  Score: Raw -1777833.667979 + Penalty 3163.242888 = -1774670.425091
  nChanged 69
		SP:Iteration 25Q (957.210000 sec): 3 clusters
  Score: Raw -1777852.896439 + Penalty 3163.242888 = -1774689.653551
  nChanged 67
		SP:Iteration 26Q (957.240000 sec): 3 clusters
  Score: Raw -1777868.740390 + Penalty 3163.242888 = -1774705.497502
  nChanged 40
		SP:Iteration 27Q (957.280000 sec): 3 clusters
  Score: Raw -1777876.473158 + Penalty 3163.242888 = -1774713.230270
  nChanged 34
		SP:Iteration 28Q (957.310000 sec): 3 clusters
  Score: Raw -1777884.874646 + Penalty 3163.242888 = -1774721.631758
  nChanged 29
		SP:Iteration 29Q (957.350000 sec): 3 clusters
  Score: Raw -1777889.481790 + Penalty 3163.242888 = -1774726.238902
  nChanged 12
		SP:Iteration 30Q (957.380000 sec): 3 clusters
  Score: Raw -1777891.329360 + Penalty 3163.242888 = -1774728.086472
  nChanged 11
		SP:Iteration 31Q (957.420000 sec): 3 clusters
  Score: Raw -1777892.923183 + Penalty 3163.242888 = -1774729.680295
  nChanged 11
		SP:Iteration 32Q (957.460000 sec): 3 clusters
  Score: Raw -1777894.103760 + Penalty 3163.242888 = -1774730.860872
  nChanged 8
		SP:Iteration 33Q (957.490000 sec): 3 clusters
  Score: Raw -1777895.690104 + Penalty 3163.242888 = -1774732.447216
  nChanged 8
		SP:Iteration 34Q (957.530000 sec): 3 clusters
  Score: Raw -1777896.589916 + Penalty 3163.242888 = -1774733.347028
  nChanged 1
		SP:Iteration 35Q (957.570000 sec): 3 clusters
  Score: Raw -1777896.646233 + Penalty 3163.242888 = -1774733.403345
  nChanged 0
		SP:Iteration 36F (957.620000 sec): 3 clusters
  Score: Raw -1777896.646233 + Penalty 3163.242888 = -1774733.403345
  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 12.42 GB.

 Trying to split cluster 22 (9123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (957.650000 sec): 2 clusters
  Score: Raw -906367.174393 + Penalty 1481.765021 = -904885.409372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (957.670000 sec): 3 clusters
  Score: Raw -901279.562442 + Penalty 2963.530042 = -898316.032399
  nChanged 4035
		SP:Iteration 1F (957.700000 sec): 3 clusters
  Score: Raw -904798.910327 + Penalty 2963.530042 = -901835.380285
  nChanged 1104
		SP:Iteration 2F (957.720000 sec): 3 clusters
  Score: Raw -906250.673332 + Penalty 2963.530042 = -903287.143290
  nChanged 942
		SP:Iteration 3F (957.740000 sec): 3 clusters
  Score: Raw -907251.711526 + Penalty 2963.530042 = -904288.181483
  nChanged 681
		SP:Iteration 4F (957.760000 sec): 3 clusters
  Score: Raw -907841.108195 + Penalty 2963.530042 = -904877.578153
  nChanged 488
		SP:Iteration 5F (957.780000 sec): 3 clusters
  Score: Raw -908240.402219 + Penalty 2963.530042 = -905276.872176
  nChanged 377
		SP:Iteration 6Q (957.800000 sec): 3 clusters
  Score: Raw -908543.620600 + Penalty 2963.530042 = -905580.090558
  nChanged 298
		SP:Iteration 7Q (957.820000 sec): 3 clusters
  Score: Raw -908758.165990 + Penalty 2963.530042 = -905794.635948
  nChanged 234
		SP:Iteration 8Q (957.840000 sec): 3 clusters
  Score: Raw -908931.999981 + Penalty 2963.530042 = -905968.469939
  nChanged 223
		SP:Iteration 9Q (957.860000 sec): 3 clusters
  Score: Raw -909100.846781 + Penalty 2963.530042 = -906137.316739
  nChanged 199
		SP:Iteration 10Q (957.880000 sec): 3 clusters
  Score: Raw -909291.805503 + Penalty 2963.530042 = -906328.275461
  nChanged 178
		SP:Iteration 11Q (957.900000 sec): 3 clusters
  Score: Raw -909487.364745 + Penalty 2963.530042 = -906523.834703
  nChanged 185
		SP:Iteration 12Q (957.920000 sec): 3 clusters
  Score: Raw -909697.526779 + Penalty 2963.530042 = -906733.996736
  nChanged 176
		SP:Iteration 13Q (957.950000 sec): 3 clusters
  Score: Raw -910005.019717 + Penalty 2963.530042 = -907041.489675
  nChanged 184
		SP:Iteration 14Q (957.960000 sec): 3 clusters
  Score: Raw -910247.626481 + Penalty 2963.530042 = -907284.096439
  nChanged 177
		SP:Iteration 15Q (957.980000 sec): 3 clusters
  Score: Raw -910364.500892 + Penalty 2963.530042 = -907400.970850
  nChanged 124
		SP:Iteration 16Q (958.000000 sec): 3 clusters
  Score: Raw -910429.559717 + Penalty 2963.530042 = -907466.029674
  nChanged 121
		SP:Iteration 17Q (958.010000 sec): 3 clusters
  Score: Raw -910486.430249 + Penalty 2963.530042 = -907522.900207
  nChanged 109
		SP:Iteration 18Q (958.040000 sec): 3 clusters
  Score: Raw -910540.927610 + Penalty 2963.530042 = -907577.397568
  nChanged 116
		SP:Iteration 19Q (958.050000 sec): 3 clusters
  Score: Raw -910603.841233 + Penalty 2963.530042 = -907640.311191
  nChanged 124
		SP:Iteration 20F (958.070000 sec): 3 clusters
  Score: Raw -910693.782444 + Penalty 2963.530042 = -907730.252402
  nChanged 131
		SP:Iteration 21Q (958.090000 sec): 3 clusters
  Score: Raw -910783.865072 + Penalty 2963.530042 = -907820.335029
  nChanged 119
		SP:Iteration 22Q (958.110000 sec): 3 clusters
  Score: Raw -910863.777774 + Penalty 2963.530042 = -907900.247732
  nChanged 117
		SP:Iteration 23Q (958.130000 sec): 3 clusters
  Score: Raw -910948.018078 + Penalty 2963.530042 = -907984.488036
  nChanged 121
		SP:Iteration 24Q (958.150000 sec): 3 clusters
  Score: Raw -911040.952666 + Penalty 2963.530042 = -908077.422624
  nChanged 116
		SP:Iteration 25Q (958.160000 sec): 3 clusters
  Score: Raw -911129.649723 + Penalty 2963.530042 = -908166.119680
  nChanged 95
		SP:Iteration 26Q (958.180000 sec): 3 clusters
  Score: Raw -911206.546446 + Penalty 2963.530042 = -908243.016404
  nChanged 89
		SP:Iteration 27Q (958.200000 sec): 3 clusters
  Score: Raw -911303.432935 + Penalty 2963.530042 = -908339.902893
  nChanged 95
		SP:Iteration 28Q (958.210000 sec): 3 clusters
  Score: Raw -911433.309258 + Penalty 2963.530042 = -908469.779215
  nChanged 80
		SP:Iteration 29Q (958.230000 sec): 3 clusters
  Score: Raw -911523.502629 + Penalty 2963.530042 = -908559.972587
  nChanged 65
		SP:Iteration 30Q (958.250000 sec): 3 clusters
  Score: Raw -911612.593380 + Penalty 2963.530042 = -908649.063338
  nChanged 64
		SP:Iteration 31Q (958.270000 sec): 3 clusters
  Score: Raw -911663.797866 + Penalty 2963.530042 = -908700.267824
  nChanged 55
		SP:Iteration 32Q (958.280000 sec): 3 clusters
  Score: Raw -911714.144780 + Penalty 2963.530042 = -908750.614738
  nChanged 57
		SP:Iteration 33Q (958.300000 sec): 3 clusters
  Score: Raw -911781.532289 + Penalty 2963.530042 = -908818.002246
  nChanged 52
		SP:Iteration 34Q (958.320000 sec): 3 clusters
  Score: Raw -911834.525364 + Penalty 2963.530042 = -908870.995322
  nChanged 33
		SP:Iteration 35Q (958.330000 sec): 3 clusters
  Score: Raw -911879.949173 + Penalty 2963.530042 = -908916.419130
  nChanged 27
		SP:Iteration 36Q (958.350000 sec): 3 clusters
  Score: Raw -911943.620005 + Penalty 2963.530042 = -908980.089963
  nChanged 26
		SP:Iteration 37Q (958.370000 sec): 3 clusters
  Score: Raw -911983.716117 + Penalty 2963.530042 = -909020.186075
  nChanged 22
		SP:Iteration 38Q (958.380000 sec): 3 clusters
  Score: Raw -912058.644421 + Penalty 2963.530042 = -909095.114378
  nChanged 21
		SP:Iteration 39Q (958.390000 sec): 3 clusters
  Score: Raw -912118.550579 + Penalty 2963.530042 = -909155.020537
  nChanged 23
		SP:Iteration 40F (958.410000 sec): 3 clusters
  Score: Raw -912201.054642 + Penalty 2963.530042 = -909237.524600
  nChanged 19
		SP:Iteration 41Q (958.440000 sec): 3 clusters
  Score: Raw -912221.379698 + Penalty 2963.530042 = -909257.849656
  nChanged 10
		SP:Iteration 42Q (958.450000 sec): 3 clusters
  Score: Raw -912223.548350 + Penalty 2963.530042 = -909260.018308
  nChanged 6
		SP:Iteration 43Q (958.470000 sec): 3 clusters
  Score: Raw -912224.535572 + Penalty 2963.530042 = -909261.005530
  nChanged 3
		SP:Iteration 44Q (958.490000 sec): 3 clusters
  Score: Raw -912224.807977 + Penalty 2963.530042 = -909261.277935
  nChanged 0
		SP:Iteration 45F (958.510000 sec): 3 clusters
  Score: Raw -912224.807977 + Penalty 2963.530042 = -909261.277935
  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 12.42 GB.

 Trying to split cluster 23 (14055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (958.560000 sec): 2 clusters
  Score: Raw -1605801.199994 + Penalty 1551.994191 = -1604249.205803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (958.590000 sec): 3 clusters
  Score: Raw -1597684.930745 + Penalty 3103.988382 = -1594580.942363
  nChanged 6174
		SP:Iteration 1F (958.630000 sec): 3 clusters
  Score: Raw -1601610.861914 + Penalty 3103.988382 = -1598506.873532
  nChanged 1146
		SP:Iteration 2F (958.660000 sec): 3 clusters
  Score: Raw -1603123.952395 + Penalty 3103.988382 = -1600019.964013
  nChanged 1433
		SP:Iteration 3F (958.710000 sec): 3 clusters
  Score: Raw -1604794.176974 + Penalty 3103.988382 = -1601690.188592
  nChanged 1460
		SP:Iteration 4F (958.750000 sec): 3 clusters
  Score: Raw -1606246.206980 + Penalty 3103.988382 = -1603142.218598
  nChanged 1193
		SP:Iteration 5F (958.790000 sec): 3 clusters
  Score: Raw -1607217.884278 + Penalty 3103.988382 = -1604113.895896
  nChanged 847
		SP:Iteration 6F (958.830000 sec): 3 clusters
  Score: Raw -1607791.028246 + Penalty 3103.988382 = -1604687.039864
  nChanged 598
		SP:Iteration 7Q (958.860000 sec): 3 clusters
  Score: Raw -1608105.280054 + Penalty 3103.988382 = -1605001.291672
  nChanged 395
		SP:Iteration 8Q (958.890000 sec): 3 clusters
  Score: Raw -1608264.627902 + Penalty 3103.988382 = -1605160.639520
  nChanged 239
		SP:Iteration 9Q (958.930000 sec): 3 clusters
  Score: Raw -1608339.937093 + Penalty 3103.988382 = -1605235.948711
  nChanged 185
		SP:Iteration 10Q (958.970000 sec): 3 clusters
  Score: Raw -1608391.780767 + Penalty 3103.988382 = -1605287.792384
  nChanged 146
		SP:Iteration 11Q (959.000000 sec): 3 clusters
  Score: Raw -1608427.885697 + Penalty 3103.988382 = -1605323.897315
  nChanged 130
		SP:Iteration 12Q (959.030000 sec): 3 clusters
  Score: Raw -1608458.078624 + Penalty 3103.988382 = -1605354.090242
  nChanged 113
		SP:Iteration 13Q (959.070000 sec): 3 clusters
  Score: Raw -1608484.034669 + Penalty 3103.988382 = -1605380.046287
  nChanged 90
		SP:Iteration 14Q (959.100000 sec): 3 clusters
  Score: Raw -1608503.905989 + Penalty 3103.988382 = -1605399.917607
  nChanged 76
		SP:Iteration 15Q (959.130000 sec): 3 clusters
  Score: Raw -1608520.765927 + Penalty 3103.988382 = -1605416.777545
  nChanged 63
		SP:Iteration 16Q (959.160000 sec): 3 clusters
  Score: Raw -1608533.912738 + Penalty 3103.988382 = -1605429.924356
  nChanged 54
		SP:Iteration 17Q (959.190000 sec): 3 clusters
  Score: Raw -1608543.688621 + Penalty 3103.988382 = -1605439.700239
  nChanged 46
		SP:Iteration 18Q (959.230000 sec): 3 clusters
  Score: Raw -1608550.449888 + Penalty 3103.988382 = -1605446.461506
  nChanged 36
		SP:Iteration 19Q (959.260000 sec): 3 clusters
  Score: Raw -1608556.077431 + Penalty 3103.988382 = -1605452.089049
  nChanged 32
		SP:Iteration 20F (959.290000 sec): 3 clusters
  Score: Raw -1608561.581040 + Penalty 3103.988382 = -1605457.592658
  nChanged 32
		SP:Iteration 21Q (959.320000 sec): 3 clusters
  Score: Raw -1608566.803820 + Penalty 3103.988382 = -1605462.815438
  nChanged 35
		SP:Iteration 22Q (959.350000 sec): 3 clusters
  Score: Raw -1608573.201653 + Penalty 3103.988382 = -1605469.213271
  nChanged 38
		SP:Iteration 23Q (959.390000 sec): 3 clusters
  Score: Raw -1608581.560033 + Penalty 3103.988382 = -1605477.571651
  nChanged 44
		SP:Iteration 24Q (959.420000 sec): 3 clusters
  Score: Raw -1608589.730983 + Penalty 3103.988382 = -1605485.742601
  nChanged 40
		SP:Iteration 25Q (959.450000 sec): 3 clusters
  Score: Raw -1608597.333255 + Penalty 3103.988382 = -1605493.344873
  nChanged 45
		SP:Iteration 26Q (959.480000 sec): 3 clusters
  Score: Raw -1608605.630172 + Penalty 3103.988382 = -1605501.641790
  nChanged 39
		SP:Iteration 27Q (959.510000 sec): 3 clusters
  Score: Raw -1608613.025894 + Penalty 3103.988382 = -1605509.037512
  nChanged 32
		SP:Iteration 28Q (959.550000 sec): 3 clusters
  Score: Raw -1608618.446885 + Penalty 3103.988382 = -1605514.458503
  nChanged 33
		SP:Iteration 29Q (959.590000 sec): 3 clusters
  Score: Raw -1608623.472742 + Penalty 3103.988382 = -1605519.484360
  nChanged 27
		SP:Iteration 30Q (959.620000 sec): 3 clusters
  Score: Raw -1608629.575902 + Penalty 3103.988382 = -1605525.587520
  nChanged 22
		SP:Iteration 31Q (959.650000 sec): 3 clusters
  Score: Raw -1608634.623510 + Penalty 3103.988382 = -1605530.635128
  nChanged 25
		SP:Iteration 32Q (959.680000 sec): 3 clusters
  Score: Raw -1608640.559457 + Penalty 3103.988382 = -1605536.571075
  nChanged 28
		SP:Iteration 33Q (959.710000 sec): 3 clusters
  Score: Raw -1608646.778612 + Penalty 3103.988382 = -1605542.790230
  nChanged 33
		SP:Iteration 34Q (959.750000 sec): 3 clusters
  Score: Raw -1608653.691324 + Penalty 3103.988382 = -1605549.702942
  nChanged 36
		SP:Iteration 35Q (959.790000 sec): 3 clusters
  Score: Raw -1608664.738112 + Penalty 3103.988382 = -1605560.749730
  nChanged 43
		SP:Iteration 36Q (959.830000 sec): 3 clusters
  Score: Raw -1608677.568053 + Penalty 3103.988382 = -1605573.579671
  nChanged 49
		SP:Iteration 37Q (959.860000 sec): 3 clusters
  Score: Raw -1608696.280177 + Penalty 3103.988382 = -1605592.291795
  nChanged 52
		SP:Iteration 38Q (959.890000 sec): 3 clusters
  Score: Raw -1608717.885824 + Penalty 3103.988382 = -1605613.897442
  nChanged 55
		SP:Iteration 39Q (959.920000 sec): 3 clusters
  Score: Raw -1608736.246645 + Penalty 3103.988382 = -1605632.258263
  nChanged 53
		SP:Iteration 40F (959.950000 sec): 3 clusters
  Score: Raw -1608760.116842 + Penalty 3103.988382 = -1605656.128460
  nChanged 67
		SP:Iteration 41Q (959.990000 sec): 3 clusters
  Score: Raw -1608798.997790 + Penalty 3103.988382 = -1605695.009408
  nChanged 73
		SP:Iteration 42Q (960.020000 sec): 3 clusters
  Score: Raw -1608840.328824 + Penalty 3103.988382 = -1605736.340442
  nChanged 66
		SP:Iteration 43Q (960.050000 sec): 3 clusters
  Score: Raw -1608876.853889 + Penalty 3103.988382 = -1605772.865507
  nChanged 77
		SP:Iteration 44Q (960.080000 sec): 3 clusters
  Score: Raw -1608923.161779 + Penalty 3103.988382 = -1605819.173397
  nChanged 85
		SP:Iteration 45Q (960.110000 sec): 3 clusters
  Score: Raw -1608969.400926 + Penalty 3103.988382 = -1605865.412544
  nChanged 78
		SP:Iteration 46Q (960.140000 sec): 3 clusters
  Score: Raw -1609016.393661 + Penalty 3103.988382 = -1605912.405279
  nChanged 87
		SP:Iteration 47Q (960.170000 sec): 3 clusters
  Score: Raw -1609075.548989 + Penalty 3103.988382 = -1605971.560607
  nChanged 97
		SP:Iteration 48Q (960.200000 sec): 3 clusters
  Score: Raw -1609130.646136 + Penalty 3103.988382 = -1606026.657754
  nChanged 93
		SP:Iteration 49Q (960.230000 sec): 3 clusters
  Score: Raw -1609195.160280 + Penalty 3103.988382 = -1606091.171898
  nChanged 81
		SP:Iteration 50Q (960.260000 sec): 3 clusters
  Score: Raw -1609257.191322 + Penalty 3103.988382 = -1606153.202940
  nChanged 71
		SP:Iteration 51Q (960.300000 sec): 3 clusters
  Score: Raw -1609307.746518 + Penalty 3103.988382 = -1606203.758136
  nChanged 64
		SP:Iteration 52Q (960.330000 sec): 3 clusters
  Score: Raw -1609374.864435 + Penalty 3103.988382 = -1606270.876052
  nChanged 69
		SP:Iteration 53Q (960.350000 sec): 3 clusters
  Score: Raw -1609480.417028 + Penalty 3103.988382 = -1606376.428646
  nChanged 75
		SP:Iteration 54Q (960.380000 sec): 3 clusters
  Score: Raw -1609587.329806 + Penalty 3103.988382 = -1606483.341424
  nChanged 68
		SP:Iteration 55Q (960.410000 sec): 3 clusters
  Score: Raw -1609654.359839 + Penalty 3103.988382 = -1606550.371457
  nChanged 52
		SP:Iteration 56Q (960.440000 sec): 3 clusters
  Score: Raw -1609676.815476 + Penalty 3103.988382 = -1606572.827094
  nChanged 27
		SP:Iteration 57Q (960.460000 sec): 3 clusters
  Score: Raw -1609683.370541 + Penalty 3103.988382 = -1606579.382159
  nChanged 13
		SP:Iteration 58Q (960.490000 sec): 3 clusters
  Score: Raw -1609685.592687 + Penalty 3103.988382 = -1606581.604305
  nChanged 3
		SP:Iteration 59Q (960.510000 sec): 3 clusters
  Score: Raw -1609685.961281 + Penalty 3103.988382 = -1606581.972899
  nChanged 2
		SP:Iteration 60F (960.550000 sec): 3 clusters
  Score: Raw -1609686.213099 + Penalty 3103.988382 = -1606582.224717
  nChanged 3
		SP:Iteration 61Q (960.570000 sec): 3 clusters
  Score: Raw -1609686.425066 + Penalty 3103.988382 = -1606582.436684
  nChanged 1
		SP:Iteration 62Q (960.590000 sec): 3 clusters
  Score: Raw -1609686.493497 + Penalty 3103.988382 = -1606582.505115
  nChanged 1
		SP:Iteration 63Q (960.610000 sec): 3 clusters
  Score: Raw -1609686.658555 + Penalty 3103.988382 = -1606582.670173
  nChanged 2
		SP:Iteration 64Q (960.640000 sec): 3 clusters
  Score: Raw -1609686.881662 + Penalty 3103.988382 = -1606582.893280
  nChanged 1
		SP:Iteration 65Q (960.660000 sec): 3 clusters
  Score: Raw -1609687.300709 + Penalty 3103.988382 = -1606583.312327
  nChanged 2
		SP:Iteration 66Q (960.690000 sec): 3 clusters
  Score: Raw -1609687.547387 + Penalty 3103.988382 = -1606583.559005
  nChanged 0
		SP:Iteration 67F (960.720000 sec): 3 clusters
  Score: Raw -1609687.547387 + Penalty 3103.988382 = -1606583.559005
  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 12.42 GB.

 Trying to split cluster 24 (10123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (960.760000 sec): 2 clusters
  Score: Raw -1137749.518777 + Penalty 1498.666868 = -1136250.851909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (960.780000 sec): 3 clusters
  Score: Raw -1132022.807780 + Penalty 2997.333736 = -1129025.474044
  nChanged 4327
		SP:Iteration 1F (960.810000 sec): 3 clusters
  Score: Raw -1134493.356242 + Penalty 2997.333736 = -1131496.022505
  nChanged 831
		SP:Iteration 2F (960.840000 sec): 3 clusters
  Score: Raw -1135126.179911 + Penalty 2997.333736 = -1132128.846175
  nChanged 852
		SP:Iteration 3F (960.860000 sec): 3 clusters
  Score: Raw -1135846.057005 + Penalty 2997.333736 = -1132848.723269
  nChanged 784
		SP:Iteration 4F (960.890000 sec): 3 clusters
  Score: Raw -1136465.415172 + Penalty 2997.333736 = -1133468.081436
  nChanged 659
		SP:Iteration 5F (960.910000 sec): 3 clusters
  Score: Raw -1136932.994538 + Penalty 2997.333736 = -1133935.660802
  nChanged 494
		SP:Iteration 6Q (960.930000 sec): 3 clusters
  Score: Raw -1137234.251904 + Penalty 2997.333736 = -1134236.918168
  nChanged 389
		SP:Iteration 7Q (960.950000 sec): 3 clusters
  Score: Raw -1137407.859211 + Penalty 2997.333736 = -1134410.525475
  nChanged 247
		SP:Iteration 8Q (960.980000 sec): 3 clusters
  Score: Raw -1137490.740230 + Penalty 2997.333736 = -1134493.406494
  nChanged 171
		SP:Iteration 9Q (961.000000 sec): 3 clusters
  Score: Raw -1137538.977507 + Penalty 2997.333736 = -1134541.643771
  nChanged 118
		SP:Iteration 10Q (961.020000 sec): 3 clusters
  Score: Raw -1137570.794443 + Penalty 2997.333736 = -1134573.460707
  nChanged 105
		SP:Iteration 11Q (961.050000 sec): 3 clusters
  Score: Raw -1137600.139953 + Penalty 2997.333736 = -1134602.806217
  nChanged 93
		SP:Iteration 12Q (961.070000 sec): 3 clusters
  Score: Raw -1137624.934092 + Penalty 2997.333736 = -1134627.600356
  nChanged 85
		SP:Iteration 13Q (961.100000 sec): 3 clusters
  Score: Raw -1137661.175470 + Penalty 2997.333736 = -1134663.841734
  nChanged 106
		SP:Iteration 14Q (961.130000 sec): 3 clusters
  Score: Raw -1137710.475174 + Penalty 2997.333736 = -1134713.141438
  nChanged 126
		SP:Iteration 15Q (961.160000 sec): 3 clusters
  Score: Raw -1137782.797451 + Penalty 2997.333736 = -1134785.463715
  nChanged 144
		SP:Iteration 16Q (961.180000 sec): 3 clusters
  Score: Raw -1137865.013873 + Penalty 2997.333736 = -1134867.680137
  nChanged 134
		SP:Iteration 17Q (961.200000 sec): 3 clusters
  Score: Raw -1137921.577727 + Penalty 2997.333736 = -1134924.243991
  nChanged 118
		SP:Iteration 18Q (961.230000 sec): 3 clusters
  Score: Raw -1137971.360946 + Penalty 2997.333736 = -1134974.027210
  nChanged 126
		SP:Iteration 19Q (961.250000 sec): 3 clusters
  Score: Raw -1138022.509573 + Penalty 2997.333736 = -1135025.175837
  nChanged 107
		SP:Iteration 20F (961.280000 sec): 3 clusters
  Score: Raw -1138054.924871 + Penalty 2997.333736 = -1135057.591135
  nChanged 82
		SP:Iteration 21Q (961.300000 sec): 3 clusters
  Score: Raw -1138076.279571 + Penalty 2997.333736 = -1135078.945835
  nChanged 60
		SP:Iteration 22Q (961.320000 sec): 3 clusters
  Score: Raw -1138088.806853 + Penalty 2997.333736 = -1135091.473117
  nChanged 41
		SP:Iteration 23Q (961.350000 sec): 3 clusters
  Score: Raw -1138096.677768 + Penalty 2997.333736 = -1135099.344032
  nChanged 30
		SP:Iteration 24Q (961.370000 sec): 3 clusters
  Score: Raw -1138101.154302 + Penalty 2997.333736 = -1135103.820566
  nChanged 22
		SP:Iteration 25Q (961.390000 sec): 3 clusters
  Score: Raw -1138104.449387 + Penalty 2997.333736 = -1135107.115651
  nChanged 15
		SP:Iteration 26Q (961.410000 sec): 3 clusters
  Score: Raw -1138106.020175 + Penalty 2997.333736 = -1135108.686439
  nChanged 8
		SP:Iteration 27Q (961.440000 sec): 3 clusters
  Score: Raw -1138106.708182 + Penalty 2997.333736 = -1135109.374446
  nChanged 6
		SP:Iteration 28Q (961.460000 sec): 3 clusters
  Score: Raw -1138107.452045 + Penalty 2997.333736 = -1135110.118309
  nChanged 4
		SP:Iteration 29Q (961.480000 sec): 3 clusters
  Score: Raw -1138107.872618 + Penalty 2997.333736 = -1135110.538882
  nChanged 5
		SP:Iteration 30Q (961.500000 sec): 3 clusters
  Score: Raw -1138108.405051 + Penalty 2997.333736 = -1135111.071315
  nChanged 4
		SP:Iteration 31Q (961.520000 sec): 3 clusters
  Score: Raw -1138108.965889 + Penalty 2997.333736 = -1135111.632153
  nChanged 6
		SP:Iteration 32Q (961.550000 sec): 3 clusters
  Score: Raw -1138109.722980 + Penalty 2997.333736 = -1135112.389244
  nChanged 6
		SP:Iteration 33Q (961.570000 sec): 3 clusters
  Score: Raw -1138110.063251 + Penalty 2997.333736 = -1135112.729515
  nChanged 1
		SP:Iteration 34Q (961.590000 sec): 3 clusters
  Score: Raw -1138110.128472 + Penalty 2997.333736 = -1135112.794736
  nChanged 1
		SP:Iteration 35Q (961.610000 sec): 3 clusters
  Score: Raw -1138110.290027 + Penalty 2997.333736 = -1135112.956291
  nChanged 4
		SP:Iteration 36Q (961.630000 sec): 3 clusters
  Score: Raw -1138110.585551 + Penalty 2997.333736 = -1135113.251815
  nChanged 2
		SP:Iteration 37Q (961.660000 sec): 3 clusters
  Score: Raw -1138110.713616 + Penalty 2997.333736 = -1135113.379880
  nChanged 1
		SP:Iteration 38Q (961.680000 sec): 3 clusters
  Score: Raw -1138110.760959 + Penalty 2997.333736 = -1135113.427223
  nChanged 0
		SP:Iteration 39F (961.710000 sec): 3 clusters
  Score: Raw -1138110.760959 + Penalty 2997.333736 = -1135113.427223
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (7952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (961.740000 sec): 2 clusters
  Score: Raw -863172.092342 + Penalty 1459.441547 = -861712.650795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (961.760000 sec): 3 clusters
  Score: Raw -858835.973325 + Penalty 2918.883093 = -855917.090231
  nChanged 3363
		SP:Iteration 1F (961.780000 sec): 3 clusters
  Score: Raw -860990.653608 + Penalty 2918.883093 = -858071.770515
  nChanged 678
		SP:Iteration 2F (961.790000 sec): 3 clusters
  Score: Raw -861480.074485 + Penalty 2918.883093 = -858561.191392
  nChanged 566
		SP:Iteration 3F (961.810000 sec): 3 clusters
  Score: Raw -861846.354540 + Penalty 2918.883093 = -858927.471447
  nChanged 428
		SP:Iteration 4F (961.850000 sec): 3 clusters
  Score: Raw -862098.709809 + Penalty 2918.883093 = -859179.826715
  nChanged 359
		SP:Iteration 5Q (961.870000 sec): 3 clusters
  Score: Raw -862303.271319 + Penalty 2918.883093 = -859384.388226
  nChanged 342
		SP:Iteration 6Q (961.890000 sec): 3 clusters
  Score: Raw -862510.843049 + Penalty 2918.883093 = -859591.959955
  nChanged 347
		SP:Iteration 7Q (961.910000 sec): 3 clusters
  Score: Raw -862783.946374 + Penalty 2918.883093 = -859865.063281
  nChanged 399
		SP:Iteration 8F (961.920000 sec): 3 clusters
  Score: Raw -863161.990921 + Penalty 2918.883093 = -860243.107828
  nChanged 440
		SP:Iteration 9F (961.940000 sec): 3 clusters
  Score: Raw -863627.859548 + Penalty 2918.883093 = -860708.976454
  nChanged 448
		SP:Iteration 10F (961.960000 sec): 3 clusters
  Score: Raw -864298.833423 + Penalty 2918.883093 = -861379.950330
  nChanged 450
		SP:Iteration 11F (961.980000 sec): 3 clusters
  Score: Raw -865488.193463 + Penalty 2918.883093 = -862569.310370
  nChanged 487
		SP:Iteration 12F (962.000000 sec): 3 clusters
  Score: Raw -867591.491029 + Penalty 2918.883093 = -864672.607936
  nChanged 225
		SP:Iteration 13Q (962.010000 sec): 3 clusters
  Score: Raw -868381.973597 + Penalty 2918.883093 = -865463.090504
  nChanged 45
		SP:Iteration 14Q (962.020000 sec): 3 clusters
  Score: Raw -868438.886084 + Penalty 2918.883093 = -865520.002991
  nChanged 5
		SP:Iteration 15Q (962.040000 sec): 3 clusters
  Score: Raw -868440.331938 + Penalty 2918.883093 = -865521.448845
  nChanged 0
		SP:Iteration 16F (962.050000 sec): 3 clusters
  Score: Raw -868440.331938 + Penalty 2918.883093 = -865521.448845
  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 12.42 GB.

 Trying to split cluster 26 (1263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.070000 sec): 2 clusters
  Score: Raw -131646.262617 + Penalty 1160.452332 = -130485.810285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.070000 sec): 3 clusters
  Score: Raw -131247.442992 + Penalty 2320.904665 = -128926.538327
  nChanged 454
		SP:Iteration 1F (962.070000 sec): 3 clusters
  Score: Raw -131720.905894 + Penalty 2320.904665 = -129400.001229
  nChanged 143
		SP:Iteration 2F (962.080000 sec): 3 clusters
  Score: Raw -132011.114084 + Penalty 2320.904665 = -129690.209419
  nChanged 90
		SP:Iteration 3F (962.080000 sec): 3 clusters
  Score: Raw -132175.844058 + Penalty 2320.904665 = -129854.939393
  nChanged 78
		SP:Iteration 4F (962.090000 sec): 3 clusters
  Score: Raw -132295.948636 + Penalty 2320.904665 = -129975.043972
  nChanged 60
		SP:Iteration 5Q (962.090000 sec): 3 clusters
  Score: Raw -132399.946340 + Penalty 2320.904665 = -130079.041675
  nChanged 51
		SP:Iteration 6Q (962.090000 sec): 3 clusters
  Score: Raw -132472.931808 + Penalty 2320.904665 = -130152.027143
  nChanged 42
		SP:Iteration 7Q (962.090000 sec): 3 clusters
  Score: Raw -132577.500702 + Penalty 2320.904665 = -130256.596038
  nChanged 46
		SP:Iteration 8Q (962.090000 sec): 3 clusters
  Score: Raw -132683.262031 + Penalty 2320.904665 = -130362.357366
  nChanged 47
		SP:Iteration 9Q (962.100000 sec): 3 clusters
  Score: Raw -132797.992951 + Penalty 2320.904665 = -130477.088286
  nChanged 43
		SP:Iteration 10Q (962.100000 sec): 3 clusters
  Score: Raw -132900.248093 + Penalty 2320.904665 = -130579.343428
  nChanged 30
		SP:Iteration 11Q (962.100000 sec): 3 clusters
  Score: Raw -132979.927051 + Penalty 2320.904665 = -130659.022387
  nChanged 22
		SP:Iteration 12Q (962.110000 sec): 3 clusters
  Score: Raw -133019.844264 + Penalty 2320.904665 = -130698.939599
  nChanged 21
		SP:Iteration 13Q (962.110000 sec): 3 clusters
  Score: Raw -133034.046542 + Penalty 2320.904665 = -130713.141877
  nChanged 14
		SP:Iteration 14Q (962.110000 sec): 3 clusters
  Score: Raw -133051.407051 + Penalty 2320.904665 = -130730.502387
  nChanged 19
		SP:Iteration 15Q (962.110000 sec): 3 clusters
  Score: Raw -133072.632645 + Penalty 2320.904665 = -130751.727981
  nChanged 10
		SP:Iteration 16Q (962.110000 sec): 3 clusters
  Score: Raw -133079.448446 + Penalty 2320.904665 = -130758.543781
  nChanged 8
		SP:Iteration 17Q (962.120000 sec): 3 clusters
  Score: Raw -133090.591400 + Penalty 2320.904665 = -130769.686735
  nChanged 11
		SP:Iteration 18Q (962.120000 sec): 3 clusters
  Score: Raw -133104.890425 + Penalty 2320.904665 = -130783.985760
  nChanged 8
		SP:Iteration 19Q (962.120000 sec): 3 clusters
  Score: Raw -133138.392924 + Penalty 2320.904665 = -130817.488259
  nChanged 5
		SP:Iteration 20F (962.130000 sec): 3 clusters
  Score: Raw -133159.760902 + Penalty 2320.904665 = -130838.856237
  nChanged 6
		SP:Iteration 21Q (962.130000 sec): 3 clusters
  Score: Raw -133175.158898 + Penalty 2320.904665 = -130854.254233
  nChanged 5
		SP:Iteration 22Q (962.130000 sec): 3 clusters
  Score: Raw -133178.067236 + Penalty 2320.904665 = -130857.162571
  nChanged 3
		SP:Iteration 23Q (962.130000 sec): 3 clusters
  Score: Raw -133179.445646 + Penalty 2320.904665 = -130858.540981
  nChanged 1
		SP:Iteration 24Q (962.140000 sec): 3 clusters
  Score: Raw -133180.371703 + Penalty 2320.904665 = -130859.467039
  nChanged 1
		SP:Iteration 25Q (962.140000 sec): 3 clusters
  Score: Raw -133180.568776 + Penalty 2320.904665 = -130859.664111
  nChanged 0
		SP:Iteration 26F (962.150000 sec): 3 clusters
  Score: Raw -133180.568776 + Penalty 2320.904665 = -130859.664111
  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 12.42 GB.

 Trying to split cluster 27 (73971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (962.380000 sec): 2 clusters
  Score: Raw -8655299.456980 + Penalty 1821.857116 = -8653477.599865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.610000 sec): 3 clusters
  Score: Raw -8607681.875058 + Penalty 3643.714231 = -8604038.160827
  nChanged 35262
		SP:Iteration 1F (962.820000 sec): 3 clusters
  Score: Raw -8628409.464562 + Penalty 3643.714231 = -8624765.750331
  nChanged 3220
		SP:Iteration 2Q (963.020000 sec): 3 clusters
  Score: Raw -8629769.456470 + Penalty 3643.714231 = -8626125.742239
  nChanged 3863
		SP:Iteration 3F (963.220000 sec): 3 clusters
  Score: Raw -8631955.998015 + Penalty 3643.714231 = -8628312.283784
  nChanged 4721
		SP:Iteration 4F (963.410000 sec): 3 clusters
  Score: Raw -8634968.595723 + Penalty 3643.714231 = -8631324.881492
  nChanged 5261
		SP:Iteration 5F (963.600000 sec): 3 clusters
  Score: Raw -8638432.897546 + Penalty 3643.714231 = -8634789.183315
  nChanged 5130
		SP:Iteration 6F (963.790000 sec): 3 clusters
  Score: Raw -8641500.856675 + Penalty 3643.714231 = -8637857.142444
  nChanged 4266
		SP:Iteration 7F (963.980000 sec): 3 clusters
  Score: Raw -8643662.454960 + Penalty 3643.714231 = -8640018.740729
  nChanged 3389
		SP:Iteration 8Q (964.180000 sec): 3 clusters
  Score: Raw -8645289.751550 + Penalty 3643.714231 = -8641646.037319
  nChanged 2903
		SP:Iteration 9Q (964.370000 sec): 3 clusters
  Score: Raw -8646750.781928 + Penalty 3643.714231 = -8643107.067697
  nChanged 2711
		SP:Iteration 10Q (964.560000 sec): 3 clusters
  Score: Raw -8648119.652448 + Penalty 3643.714231 = -8644475.938217
  nChanged 2502
		SP:Iteration 11Q (964.750000 sec): 3 clusters
  Score: Raw -8649439.164657 + Penalty 3643.714231 = -8645795.450425
  nChanged 2339
		SP:Iteration 12Q (964.940000 sec): 3 clusters
  Score: Raw -8650659.504859 + Penalty 3643.714231 = -8647015.790628
  nChanged 2172
		SP:Iteration 13Q (965.130000 sec): 3 clusters
  Score: Raw -8651750.674876 + Penalty 3643.714231 = -8648106.960645
  nChanged 1849
		SP:Iteration 14Q (965.310000 sec): 3 clusters
  Score: Raw -8652582.775225 + Penalty 3643.714231 = -8648939.060994
  nChanged 1499
		SP:Iteration 15Q (965.490000 sec): 3 clusters
  Score: Raw -8653143.545369 + Penalty 3643.714231 = -8649499.831137
  nChanged 1091
		SP:Iteration 16Q (965.670000 sec): 3 clusters
  Score: Raw -8653456.460262 + Penalty 3643.714231 = -8649812.746031
  nChanged 814
		SP:Iteration 17Q (965.850000 sec): 3 clusters
  Score: Raw -8653664.527925 + Penalty 3643.714231 = -8650020.813694
  nChanged 694
		SP:Iteration 18Q (966.020000 sec): 3 clusters
  Score: Raw -8653828.619317 + Penalty 3643.714231 = -8650184.905086
  nChanged 598
		SP:Iteration 19Q (966.190000 sec): 3 clusters
  Score: Raw -8653959.977276 + Penalty 3643.714231 = -8650316.263045
  nChanged 591
		SP:Iteration 20F (966.370000 sec): 3 clusters
  Score: Raw -8654104.684555 + Penalty 3643.714231 = -8650460.970324
  nChanged 618
		SP:Iteration 21Q (966.550000 sec): 3 clusters
  Score: Raw -8654260.832575 + Penalty 3643.714231 = -8650617.118343
  nChanged 660
		SP:Iteration 22Q (966.720000 sec): 3 clusters
  Score: Raw -8654446.289972 + Penalty 3643.714231 = -8650802.575741
  nChanged 703
		SP:Iteration 23Q (966.880000 sec): 3 clusters
  Score: Raw -8654678.322131 + Penalty 3643.714231 = -8651034.607900
  nChanged 742
		SP:Iteration 24Q (967.060000 sec): 3 clusters
  Score: Raw -8654949.981114 + Penalty 3643.714231 = -8651306.266883
  nChanged 800
		SP:Iteration 25Q (967.230000 sec): 3 clusters
  Score: Raw -8655296.178089 + Penalty 3643.714231 = -8651652.463858
  nChanged 865
		SP:Iteration 26Q (967.400000 sec): 3 clusters
  Score: Raw -8655758.166720 + Penalty 3643.714231 = -8652114.452489
  nChanged 881
		SP:Iteration 27Q (967.560000 sec): 3 clusters
  Score: Raw -8656292.041320 + Penalty 3643.714231 = -8652648.327089
  nChanged 877
		SP:Iteration 28Q (967.720000 sec): 3 clusters
  Score: Raw -8656887.391452 + Penalty 3643.714231 = -8653243.677221
  nChanged 853
		SP:Iteration 29Q (967.890000 sec): 3 clusters
  Score: Raw -8657431.323915 + Penalty 3643.714231 = -8653787.609684
  nChanged 753
		SP:Iteration 30Q (968.060000 sec): 3 clusters
  Score: Raw -8657764.053987 + Penalty 3643.714231 = -8654120.339756
  nChanged 574
		SP:Iteration 31Q (968.220000 sec): 3 clusters
  Score: Raw -8657931.916976 + Penalty 3643.714231 = -8654288.202745
  nChanged 428
		SP:Iteration 32Q (968.380000 sec): 3 clusters
  Score: Raw -8658022.240306 + Penalty 3643.714231 = -8654378.526075
  nChanged 291
		SP:Iteration 33Q (968.530000 sec): 3 clusters
  Score: Raw -8658065.433208 + Penalty 3643.714231 = -8654421.718977
  nChanged 226
		SP:Iteration 34Q (968.690000 sec): 3 clusters
  Score: Raw -8658090.286236 + Penalty 3643.714231 = -8654446.572005
  nChanged 161
		SP:Iteration 35Q (968.850000 sec): 3 clusters
  Score: Raw -8658104.441554 + Penalty 3643.714231 = -8654460.727323
  nChanged 129
		SP:Iteration 36Q (969.000000 sec): 3 clusters
  Score: Raw -8658113.621981 + Penalty 3643.714231 = -8654469.907750
  nChanged 107
		SP:Iteration 37Q (969.160000 sec): 3 clusters
  Score: Raw -8658120.302124 + Penalty 3643.714231 = -8654476.587893
  nChanged 87
		SP:Iteration 38Q (969.310000 sec): 3 clusters
  Score: Raw -8658125.316031 + Penalty 3643.714231 = -8654481.601800
  nChanged 72
		SP:Iteration 39Q (969.460000 sec): 3 clusters
  Score: Raw -8658129.387869 + Penalty 3643.714231 = -8654485.673638
  nChanged 75
		SP:Iteration 40F (969.650000 sec): 3 clusters
  Score: Raw -8658133.440956 + Penalty 3643.714231 = -8654489.726725
  nChanged 65
		SP:Iteration 41Q (969.800000 sec): 3 clusters
  Score: Raw -8658136.545792 + Penalty 3643.714231 = -8654492.831561
  nChanged 55
		SP:Iteration 42Q (969.960000 sec): 3 clusters
  Score: Raw -8658139.310360 + Penalty 3643.714231 = -8654495.596129
  nChanged 50
		SP:Iteration 43Q (970.110000 sec): 3 clusters
  Score: Raw -8658141.417224 + Penalty 3643.714231 = -8654497.702993
  nChanged 39
		SP:Iteration 44Q (970.260000 sec): 3 clusters
  Score: Raw -8658142.945279 + Penalty 3643.714231 = -8654499.231048
  nChanged 34
		SP:Iteration 45Q (970.420000 sec): 3 clusters
  Score: Raw -8658144.487151 + Penalty 3643.714231 = -8654500.772920
  nChanged 37
		SP:Iteration 46Q (970.570000 sec): 3 clusters
  Score: Raw -8658145.864085 + Penalty 3643.714231 = -8654502.149854
  nChanged 32
		SP:Iteration 47Q (970.720000 sec): 3 clusters
  Score: Raw -8658147.027991 + Penalty 3643.714231 = -8654503.313760
  nChanged 26
		SP:Iteration 48Q (970.880000 sec): 3 clusters
  Score: Raw -8658148.079774 + Penalty 3643.714231 = -8654504.365543
  nChanged 31
		SP:Iteration 49Q (971.030000 sec): 3 clusters
  Score: Raw -8658149.114043 + Penalty 3643.714231 = -8654505.399812
  nChanged 23
		SP:Iteration 50Q (971.180000 sec): 3 clusters
  Score: Raw -8658149.724334 + Penalty 3643.714231 = -8654506.010102
  nChanged 21
		SP:Iteration 51Q (971.340000 sec): 3 clusters
  Score: Raw -8658150.421159 + Penalty 3643.714231 = -8654506.706928
  nChanged 17
		SP:Iteration 52Q (971.490000 sec): 3 clusters
  Score: Raw -8658150.936824 + Penalty 3643.714231 = -8654507.222593
  nChanged 14
		SP:Iteration 53Q (971.640000 sec): 3 clusters
  Score: Raw -8658151.354919 + Penalty 3643.714231 = -8654507.640687
  nChanged 15
		SP:Iteration 54Q (971.790000 sec): 3 clusters
  Score: Raw -8658151.749252 + Penalty 3643.714231 = -8654508.035021
  nChanged 14
		SP:Iteration 55Q (971.940000 sec): 3 clusters
  Score: Raw -8658152.177580 + Penalty 3643.714231 = -8654508.463349
  nChanged 11
		SP:Iteration 56Q (972.100000 sec): 3 clusters
  Score: Raw -8658152.588585 + Penalty 3643.714231 = -8654508.874354
  nChanged 11
		SP:Iteration 57Q (972.240000 sec): 3 clusters
  Score: Raw -8658153.006538 + Penalty 3643.714231 = -8654509.292307
  nChanged 10
		SP:Iteration 58Q (972.400000 sec): 3 clusters
  Score: Raw -8658153.290956 + Penalty 3643.714231 = -8654509.576725
  nChanged 3
		SP:Iteration 59Q (972.550000 sec): 3 clusters
  Score: Raw -8658153.351639 + Penalty 3643.714231 = -8654509.637408
  nChanged 3
		SP:Iteration 60F (972.730000 sec): 3 clusters
  Score: Raw -8658153.417370 + Penalty 3643.714231 = -8654509.703139
  nChanged 2
		SP:Iteration 61Q (972.880000 sec): 3 clusters
  Score: Raw -8658153.450704 + Penalty 3643.714231 = -8654509.736473
  nChanged 4
		SP:Iteration 62Q (973.030000 sec): 3 clusters
  Score: Raw -8658153.509378 + Penalty 3643.714231 = -8654509.795147
  nChanged 3
		SP:Iteration 63Q (973.180000 sec): 3 clusters
  Score: Raw -8658153.570155 + Penalty 3643.714231 = -8654509.855924
  nChanged 2
		SP:Iteration 64Q (973.340000 sec): 3 clusters
  Score: Raw -8658153.605855 + Penalty 3643.714231 = -8654509.891624
  nChanged 2
		SP:Iteration 65Q (973.480000 sec): 3 clusters
  Score: Raw -8658153.652554 + Penalty 3643.714231 = -8654509.938323
  nChanged 2
		SP:Iteration 66Q (973.640000 sec): 3 clusters
  Score: Raw -8658153.671270 + Penalty 3643.714231 = -8654509.957039
  nChanged 1
		SP:Iteration 67Q (973.790000 sec): 3 clusters
  Score: Raw -8658153.699786 + Penalty 3643.714231 = -8654509.985555
  nChanged 0
		SP:Iteration 68F (973.970000 sec): 3 clusters
  Score: Raw -8658153.699786 + Penalty 3643.714231 = -8654509.985555
  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 12.42 GB.

 Trying to split cluster 28 (9511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (974.030000 sec): 2 clusters
  Score: Raw -1107764.005557 + Penalty 1488.533199 = -1106275.472358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.050000 sec): 3 clusters
  Score: Raw -1102530.315818 + Penalty 2977.066398 = -1099553.249420
  nChanged 4068
		SP:Iteration 1F (974.070000 sec): 3 clusters
  Score: Raw -1104841.680926 + Penalty 2977.066398 = -1101864.614528
  nChanged 805
		SP:Iteration 2F (974.100000 sec): 3 clusters
  Score: Raw -1105464.314718 + Penalty 2977.066398 = -1102487.248320
  nChanged 868
		SP:Iteration 3F (974.120000 sec): 3 clusters
  Score: Raw -1106401.644919 + Penalty 2977.066398 = -1103424.578521
  nChanged 899
		SP:Iteration 4F (974.140000 sec): 3 clusters
  Score: Raw -1107504.706194 + Penalty 2977.066398 = -1104527.639796
  nChanged 778
		SP:Iteration 5F (974.160000 sec): 3 clusters
  Score: Raw -1108397.553989 + Penalty 2977.066398 = -1105420.487591
  nChanged 568
		SP:Iteration 6F (974.180000 sec): 3 clusters
  Score: Raw -1108917.065098 + Penalty 2977.066398 = -1105939.998700
  nChanged 339
		SP:Iteration 7Q (974.200000 sec): 3 clusters
  Score: Raw -1109096.455390 + Penalty 2977.066398 = -1106119.388992
  nChanged 172
		SP:Iteration 8Q (974.230000 sec): 3 clusters
  Score: Raw -1109166.845458 + Penalty 2977.066398 = -1106189.779060
  nChanged 102
		SP:Iteration 9Q (974.250000 sec): 3 clusters
  Score: Raw -1109190.882365 + Penalty 2977.066398 = -1106213.815967
  nChanged 42
		SP:Iteration 10Q (974.270000 sec): 3 clusters
  Score: Raw -1109198.928725 + Penalty 2977.066398 = -1106221.862327
  nChanged 25
		SP:Iteration 11Q (974.290000 sec): 3 clusters
  Score: Raw -1109203.366480 + Penalty 2977.066398 = -1106226.300082
  nChanged 8
		SP:Iteration 12Q (974.310000 sec): 3 clusters
  Score: Raw -1109204.661624 + Penalty 2977.066398 = -1106227.595225
  nChanged 4
		SP:Iteration 13Q (974.340000 sec): 3 clusters
  Score: Raw -1109205.452356 + Penalty 2977.066398 = -1106228.385958
  nChanged 2
		SP:Iteration 14Q (974.360000 sec): 3 clusters
  Score: Raw -1109205.786841 + Penalty 2977.066398 = -1106228.720442
  nChanged 3
		SP:Iteration 15Q (974.380000 sec): 3 clusters
  Score: Raw -1109206.119824 + Penalty 2977.066398 = -1106229.053426
  nChanged 2
		SP:Iteration 16Q (974.400000 sec): 3 clusters
  Score: Raw -1109206.283623 + Penalty 2977.066398 = -1106229.217225
  nChanged 0
		SP:Iteration 17F (974.420000 sec): 3 clusters
  Score: Raw -1109206.283623 + Penalty 2977.066398 = -1106229.217225
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (13349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (974.460000 sec): 2 clusters
  Score: Raw -1537389.438881 + Penalty 1543.619473 = -1535845.819408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (974.490000 sec): 3 clusters
  Score: Raw -1529594.775037 + Penalty 3087.238945 = -1526507.536092
  nChanged 5964
		SP:Iteration 1F (974.520000 sec): 3 clusters
  Score: Raw -1532939.426302 + Penalty 3087.238945 = -1529852.187356
  nChanged 823
		SP:Iteration 2F (974.550000 sec): 3 clusters
  Score: Raw -1533322.245623 + Penalty 3087.238945 = -1530235.006678
  nChanged 699
		SP:Iteration 3F (974.580000 sec): 3 clusters
  Score: Raw -1533665.834227 + Penalty 3087.238945 = -1530578.595282
  nChanged 674
		SP:Iteration 4F (974.610000 sec): 3 clusters
  Score: Raw -1534037.756819 + Penalty 3087.238945 = -1530950.517874
  nChanged 731
		SP:Iteration 5F (974.640000 sec): 3 clusters
  Score: Raw -1534483.921405 + Penalty 3087.238945 = -1531396.682460
  nChanged 779
		SP:Iteration 6F (974.680000 sec): 3 clusters
  Score: Raw -1535020.653071 + Penalty 3087.238945 = -1531933.414125
  nChanged 863
		SP:Iteration 7F (974.710000 sec): 3 clusters
  Score: Raw -1535705.697009 + Penalty 3087.238945 = -1532618.458064
  nChanged 890
		SP:Iteration 8F (974.740000 sec): 3 clusters
  Score: Raw -1536490.532940 + Penalty 3087.238945 = -1533403.293995
  nChanged 781
		SP:Iteration 9F (974.770000 sec): 3 clusters
  Score: Raw -1537237.708016 + Penalty 3087.238945 = -1534150.469071
  nChanged 573
		SP:Iteration 10Q (974.800000 sec): 3 clusters
  Score: Raw -1537836.629798 + Penalty 3087.238945 = -1534749.390853
  nChanged 405
		SP:Iteration 11Q (974.830000 sec): 3 clusters
  Score: Raw -1538174.651604 + Penalty 3087.238945 = -1535087.412659
  nChanged 258
		SP:Iteration 12Q (974.860000 sec): 3 clusters
  Score: Raw -1538306.934419 + Penalty 3087.238945 = -1535219.695474
  nChanged 154
		SP:Iteration 13Q (974.880000 sec): 3 clusters
  Score: Raw -1538366.591022 + Penalty 3087.238945 = -1535279.352077
  nChanged 111
		SP:Iteration 14Q (974.910000 sec): 3 clusters
  Score: Raw -1538397.639960 + Penalty 3087.238945 = -1535310.401015
  nChanged 69
		SP:Iteration 15Q (974.940000 sec): 3 clusters
  Score: Raw -1538414.532140 + Penalty 3087.238945 = -1535327.293195
  nChanged 51
		SP:Iteration 16Q (974.960000 sec): 3 clusters
  Score: Raw -1538421.426743 + Penalty 3087.238945 = -1535334.187797
  nChanged 16
		SP:Iteration 17Q (974.990000 sec): 3 clusters
  Score: Raw -1538422.982517 + Penalty 3087.238945 = -1535335.743572
  nChanged 13
		SP:Iteration 18Q (975.020000 sec): 3 clusters
  Score: Raw -1538425.392017 + Penalty 3087.238945 = -1535338.153072
  nChanged 14
		SP:Iteration 19Q (975.040000 sec): 3 clusters
  Score: Raw -1538426.883465 + Penalty 3087.238945 = -1535339.644519
  nChanged 6
		SP:Iteration 20F (975.080000 sec): 3 clusters
  Score: Raw -1538427.640855 + Penalty 3087.238945 = -1535340.401910
  nChanged 3
		SP:Iteration 21Q (975.100000 sec): 3 clusters
  Score: Raw -1538427.809684 + Penalty 3087.238945 = -1535340.570739
  nChanged 3
		SP:Iteration 22Q (975.130000 sec): 3 clusters
  Score: Raw -1538428.017028 + Penalty 3087.238945 = -1535340.778083
  nChanged 0
		SP:Iteration 23F (975.160000 sec): 3 clusters
  Score: Raw -1538428.017028 + Penalty 3087.238945 = -1535340.778083
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (39058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (975.260000 sec): 2 clusters
  Score: Raw -4472373.860364 + Penalty 1718.080487 = -4470655.779877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (975.360000 sec): 3 clusters
  Score: Raw -4447973.669027 + Penalty 3436.160975 = -4444537.508052
  nChanged 18097
		SP:Iteration 1F (975.450000 sec): 3 clusters
  Score: Raw -4458467.344076 + Penalty 3436.160975 = -4455031.183101
  nChanged 2249
		SP:Iteration 2F (975.550000 sec): 3 clusters
  Score: Raw -4459629.719388 + Penalty 3436.160975 = -4456193.558413
  nChanged 2790
		SP:Iteration 3F (975.640000 sec): 3 clusters
  Score: Raw -4461501.617551 + Penalty 3436.160975 = -4458065.456576
  nChanged 3237
		SP:Iteration 4F (975.740000 sec): 3 clusters
  Score: Raw -4464028.146777 + Penalty 3436.160975 = -4460591.985802
  nChanged 3285
		SP:Iteration 5F (975.840000 sec): 3 clusters
  Score: Raw -4466613.891507 + Penalty 3436.160975 = -4463177.730532
  nChanged 2773
		SP:Iteration 6F (975.940000 sec): 3 clusters
  Score: Raw -4468550.711141 + Penalty 3436.160975 = -4465114.550166
  nChanged 2058
		SP:Iteration 7F (976.030000 sec): 3 clusters
  Score: Raw -4469760.209892 + Penalty 3436.160975 = -4466324.048917
  nChanged 1434
		SP:Iteration 8Q (976.130000 sec): 3 clusters
  Score: Raw -4470485.204649 + Penalty 3436.160975 = -4467049.043674
  nChanged 1055
		SP:Iteration 9Q (976.220000 sec): 3 clusters
  Score: Raw -4470979.123501 + Penalty 3436.160975 = -4467542.962526
  nChanged 857
		SP:Iteration 10Q (976.320000 sec): 3 clusters
  Score: Raw -4471356.549260 + Penalty 3436.160975 = -4467920.388285
  nChanged 712
		SP:Iteration 11Q (976.420000 sec): 3 clusters
  Score: Raw -4471675.111781 + Penalty 3436.160975 = -4468238.950806
  nChanged 584
		SP:Iteration 12Q (976.510000 sec): 3 clusters
  Score: Raw -4471962.281606 + Penalty 3436.160975 = -4468526.120631
  nChanged 498
		SP:Iteration 13Q (976.610000 sec): 3 clusters
  Score: Raw -4472181.609422 + Penalty 3436.160975 = -4468745.448447
  nChanged 384
		SP:Iteration 14Q (976.700000 sec): 3 clusters
  Score: Raw -4472353.871687 + Penalty 3436.160975 = -4468917.710712
  nChanged 339
		SP:Iteration 15Q (976.800000 sec): 3 clusters
  Score: Raw -4472472.282632 + Penalty 3436.160975 = -4469036.121657
  nChanged 265
		SP:Iteration 16Q (976.890000 sec): 3 clusters
  Score: Raw -4472559.724086 + Penalty 3436.160975 = -4469123.563111
  nChanged 212
		SP:Iteration 17Q (976.990000 sec): 3 clusters
  Score: Raw -4472621.244421 + Penalty 3436.160975 = -4469185.083446
  nChanged 178
		SP:Iteration 18Q (977.080000 sec): 3 clusters
  Score: Raw -4472671.163148 + Penalty 3436.160975 = -4469235.002173
  nChanged 134
		SP:Iteration 19Q (977.170000 sec): 3 clusters
  Score: Raw -4472707.133462 + Penalty 3436.160975 = -4469270.972487
  nChanged 117
		SP:Iteration 20F (977.260000 sec): 3 clusters
  Score: Raw -4472737.665756 + Penalty 3436.160975 = -4469301.504781
  nChanged 91
		SP:Iteration 21Q (977.360000 sec): 3 clusters
  Score: Raw -4472759.173989 + Penalty 3436.160975 = -4469323.013014
  nChanged 80
		SP:Iteration 22Q (977.440000 sec): 3 clusters
  Score: Raw -4472774.825765 + Penalty 3436.160975 = -4469338.664790
  nChanged 68
		SP:Iteration 23Q (977.540000 sec): 3 clusters
  Score: Raw -4472788.726471 + Penalty 3436.160975 = -4469352.565496
  nChanged 47
		SP:Iteration 24Q (977.620000 sec): 3 clusters
  Score: Raw -4472797.853231 + Penalty 3436.160975 = -4469361.692256
  nChanged 47
		SP:Iteration 25Q (977.710000 sec): 3 clusters
  Score: Raw -4472806.291085 + Penalty 3436.160975 = -4469370.130110
  nChanged 33
		SP:Iteration 26Q (977.800000 sec): 3 clusters
  Score: Raw -4472811.803906 + Penalty 3436.160975 = -4469375.642932
  nChanged 31
		SP:Iteration 27Q (977.890000 sec): 3 clusters
  Score: Raw -4472816.382610 + Penalty 3436.160975 = -4469380.221635
  nChanged 17
		SP:Iteration 28Q (977.980000 sec): 3 clusters
  Score: Raw -4472819.459638 + Penalty 3436.160975 = -4469383.298663
  nChanged 18
		SP:Iteration 29Q (978.060000 sec): 3 clusters
  Score: Raw -4472821.833730 + Penalty 3436.160975 = -4469385.672755
  nChanged 13
		SP:Iteration 30Q (978.150000 sec): 3 clusters
  Score: Raw -4472823.787975 + Penalty 3436.160975 = -4469387.627000
  nChanged 14
		SP:Iteration 31Q (978.240000 sec): 3 clusters
  Score: Raw -4472825.980100 + Penalty 3436.160975 = -4469389.819125
  nChanged 6
		SP:Iteration 32Q (978.330000 sec): 3 clusters
  Score: Raw -4472826.822479 + Penalty 3436.160975 = -4469390.661504
  nChanged 8
		SP:Iteration 33Q (978.420000 sec): 3 clusters
  Score: Raw -4472828.613291 + Penalty 3436.160975 = -4469392.452316
  nChanged 6
		SP:Iteration 34Q (978.500000 sec): 3 clusters
  Score: Raw -4472829.833930 + Penalty 3436.160975 = -4469393.672955
  nChanged 5
		SP:Iteration 35Q (978.590000 sec): 3 clusters
  Score: Raw -4472830.759927 + Penalty 3436.160975 = -4469394.598952
  nChanged 4
		SP:Iteration 36Q (978.680000 sec): 3 clusters
  Score: Raw -4472831.231428 + Penalty 3436.160975 = -4469395.070453
  nChanged 5
		SP:Iteration 37Q (978.760000 sec): 3 clusters
  Score: Raw -4472832.274850 + Penalty 3436.160975 = -4469396.113875
  nChanged 5
		SP:Iteration 38Q (978.850000 sec): 3 clusters
  Score: Raw -4472833.110056 + Penalty 3436.160975 = -4469396.949081
  nChanged 1
		SP:Iteration 39Q (978.940000 sec): 3 clusters
  Score: Raw -4472833.160983 + Penalty 3436.160975 = -4469397.000008
  nChanged 0
		SP:Iteration 40F (979.030000 sec): 3 clusters
  Score: Raw -4472833.160983 + Penalty 3436.160975 = -4469397.000008
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (15553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (979.080000 sec): 2 clusters
  Score: Raw -1767315.153677 + Penalty 1568.451434 = -1765746.702243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (979.120000 sec): 3 clusters
  Score: Raw -1758180.671934 + Penalty 3136.902868 = -1755043.769066
  nChanged 6976
		SP:Iteration 1F (979.150000 sec): 3 clusters
  Score: Raw -1762411.462039 + Penalty 3136.902868 = -1759274.559171
  nChanged 1289
		SP:Iteration 2F (979.190000 sec): 3 clusters
  Score: Raw -1763451.967359 + Penalty 3136.902868 = -1760315.064490
  nChanged 1393
		SP:Iteration 3F (979.230000 sec): 3 clusters
  Score: Raw -1764802.575650 + Penalty 3136.902868 = -1761665.672782
  nChanged 1521
		SP:Iteration 4F (979.260000 sec): 3 clusters
  Score: Raw -1766373.439602 + Penalty 3136.902868 = -1763236.536734
  nChanged 1376
		SP:Iteration 5F (979.300000 sec): 3 clusters
  Score: Raw -1767791.487819 + Penalty 3136.902868 = -1764654.584951
  nChanged 1103
		SP:Iteration 6F (979.340000 sec): 3 clusters
  Score: Raw -1769140.834222 + Penalty 3136.902868 = -1766003.931354
  nChanged 922
		SP:Iteration 7F (979.370000 sec): 3 clusters
  Score: Raw -1770601.637358 + Penalty 3136.902868 = -1767464.734490
  nChanged 724
		SP:Iteration 8Q (979.410000 sec): 3 clusters
  Score: Raw -1771363.322280 + Penalty 3136.902868 = -1768226.419412
  nChanged 435
		SP:Iteration 9Q (979.440000 sec): 3 clusters
  Score: Raw -1771584.885989 + Penalty 3136.902868 = -1768447.983121
  nChanged 276
		SP:Iteration 10Q (979.480000 sec): 3 clusters
  Score: Raw -1771697.606393 + Penalty 3136.902868 = -1768560.703524
  nChanged 208
		SP:Iteration 11Q (979.510000 sec): 3 clusters
  Score: Raw -1771795.903529 + Penalty 3136.902868 = -1768659.000661
  nChanged 199
		SP:Iteration 12Q (979.540000 sec): 3 clusters
  Score: Raw -1771921.705383 + Penalty 3136.902868 = -1768784.802515
  nChanged 205
		SP:Iteration 13Q (979.580000 sec): 3 clusters
  Score: Raw -1772059.434240 + Penalty 3136.902868 = -1768922.531372
  nChanged 198
		SP:Iteration 14Q (979.620000 sec): 3 clusters
  Score: Raw -1772195.840833 + Penalty 3136.902868 = -1769058.937965
  nChanged 188
		SP:Iteration 15Q (979.650000 sec): 3 clusters
  Score: Raw -1772338.112340 + Penalty 3136.902868 = -1769201.209472
  nChanged 174
		SP:Iteration 16Q (979.680000 sec): 3 clusters
  Score: Raw -1772452.014349 + Penalty 3136.902868 = -1769315.111481
  nChanged 133
		SP:Iteration 17Q (979.720000 sec): 3 clusters
  Score: Raw -1772527.398855 + Penalty 3136.902868 = -1769390.495987
  nChanged 89
		SP:Iteration 18Q (979.750000 sec): 3 clusters
  Score: Raw -1772579.984224 + Penalty 3136.902868 = -1769443.081355
  nChanged 89
		SP:Iteration 19Q (979.780000 sec): 3 clusters
  Score: Raw -1772626.114235 + Penalty 3136.902868 = -1769489.211367
  nChanged 77
		SP:Iteration 20F (979.820000 sec): 3 clusters
  Score: Raw -1772662.481118 + Penalty 3136.902868 = -1769525.578250
  nChanged 64
		SP:Iteration 21Q (979.850000 sec): 3 clusters
  Score: Raw -1772693.120994 + Penalty 3136.902868 = -1769556.218126
  nChanged 59
		SP:Iteration 22Q (979.880000 sec): 3 clusters
  Score: Raw -1772715.948684 + Penalty 3136.902868 = -1769579.045816
  nChanged 49
		SP:Iteration 23Q (979.910000 sec): 3 clusters
  Score: Raw -1772729.802155 + Penalty 3136.902868 = -1769592.899287
  nChanged 33
		SP:Iteration 24Q (979.940000 sec): 3 clusters
  Score: Raw -1772738.570120 + Penalty 3136.902868 = -1769601.667252
  nChanged 29
		SP:Iteration 25Q (979.970000 sec): 3 clusters
  Score: Raw -1772745.790398 + Penalty 3136.902868 = -1769608.887530
  nChanged 23
		SP:Iteration 26Q (980.000000 sec): 3 clusters
  Score: Raw -1772751.055260 + Penalty 3136.902868 = -1769614.152392
  nChanged 18
		SP:Iteration 27Q (980.040000 sec): 3 clusters
  Score: Raw -1772754.738013 + Penalty 3136.902868 = -1769617.835145
  nChanged 20
		SP:Iteration 28Q (980.060000 sec): 3 clusters
  Score: Raw -1772758.211023 + Penalty 3136.902868 = -1769621.308155
  nChanged 17
		SP:Iteration 29Q (980.100000 sec): 3 clusters
  Score: Raw -1772761.355578 + Penalty 3136.902868 = -1769624.452710
  nChanged 15
		SP:Iteration 30Q (980.120000 sec): 3 clusters
  Score: Raw -1772763.982345 + Penalty 3136.902868 = -1769627.079477
  nChanged 15
		SP:Iteration 31Q (980.160000 sec): 3 clusters
  Score: Raw -1772766.441740 + Penalty 3136.902868 = -1769629.538872
  nChanged 11
		SP:Iteration 32Q (980.180000 sec): 3 clusters
  Score: Raw -1772768.033373 + Penalty 3136.902868 = -1769631.130505
  nChanged 10
		SP:Iteration 33Q (980.220000 sec): 3 clusters
  Score: Raw -1772769.093931 + Penalty 3136.902868 = -1769632.191063
  nChanged 3
		SP:Iteration 34Q (980.250000 sec): 3 clusters
  Score: Raw -1772769.438261 + Penalty 3136.902868 = -1769632.535393
  nChanged 4
		SP:Iteration 35Q (980.280000 sec): 3 clusters
  Score: Raw -1772769.903780 + Penalty 3136.902868 = -1769633.000911
  nChanged 3
		SP:Iteration 36Q (980.300000 sec): 3 clusters
  Score: Raw -1772770.381949 + Penalty 3136.902868 = -1769633.479080
  nChanged 1
		SP:Iteration 37Q (980.340000 sec): 3 clusters
  Score: Raw -1772770.589775 + Penalty 3136.902868 = -1769633.686907
  nChanged 1
		SP:Iteration 38Q (980.360000 sec): 3 clusters
  Score: Raw -1772770.671925 + Penalty 3136.902868 = -1769633.769056
  nChanged 0
		SP:Iteration 39F (980.400000 sec): 3 clusters
  Score: Raw -1772770.671925 + Penalty 3136.902868 = -1769633.769056
  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 12.42 GB.

 Trying to split cluster 32 (5335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (980.430000 sec): 2 clusters
  Score: Raw -532903.534611 + Penalty 1394.582177 = -531508.952434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (980.440000 sec): 3 clusters
  Score: Raw -530122.702228 + Penalty 2789.164353 = -527333.537875
  nChanged 2210
		SP:Iteration 1F (980.450000 sec): 3 clusters
  Score: Raw -532003.295958 + Penalty 2789.164353 = -529214.131605
  nChanged 593
		SP:Iteration 2F (980.460000 sec): 3 clusters
  Score: Raw -532792.480259 + Penalty 2789.164353 = -530003.315906
  nChanged 506
		SP:Iteration 3F (980.480000 sec): 3 clusters
  Score: Raw -533299.399413 + Penalty 2789.164353 = -530510.235059
  nChanged 371
		SP:Iteration 4F (980.490000 sec): 3 clusters
  Score: Raw -533569.786812 + Penalty 2789.164353 = -530780.622459
  nChanged 247
		SP:Iteration 5Q (980.500000 sec): 3 clusters
  Score: Raw -533726.316334 + Penalty 2789.164353 = -530937.151981
  nChanged 197
		SP:Iteration 6Q (980.510000 sec): 3 clusters
  Score: Raw -533824.110257 + Penalty 2789.164353 = -531034.945904
  nChanged 122
		SP:Iteration 7Q (980.520000 sec): 3 clusters
  Score: Raw -533870.704774 + Penalty 2789.164353 = -531081.540421
  nChanged 68
		SP:Iteration 8Q (980.540000 sec): 3 clusters
  Score: Raw -533898.767007 + Penalty 2789.164353 = -531109.602654
  nChanged 60
		SP:Iteration 9Q (980.550000 sec): 3 clusters
  Score: Raw -533918.158837 + Penalty 2789.164353 = -531128.994484
  nChanged 50
		SP:Iteration 10Q (980.560000 sec): 3 clusters
  Score: Raw -533932.466623 + Penalty 2789.164353 = -531143.302270
  nChanged 29
		SP:Iteration 11Q (980.570000 sec): 3 clusters
  Score: Raw -533941.222285 + Penalty 2789.164353 = -531152.057932
  nChanged 22
		SP:Iteration 12Q (980.580000 sec): 3 clusters
  Score: Raw -533946.956519 + Penalty 2789.164353 = -531157.792166
  nChanged 24
		SP:Iteration 13Q (980.590000 sec): 3 clusters
  Score: Raw -533952.405351 + Penalty 2789.164353 = -531163.240998
  nChanged 24
		SP:Iteration 14Q (980.600000 sec): 3 clusters
  Score: Raw -533958.645788 + Penalty 2789.164353 = -531169.481435
  nChanged 21
		SP:Iteration 15Q (980.620000 sec): 3 clusters
  Score: Raw -533963.608167 + Penalty 2789.164353 = -531174.443814
  nChanged 13
		SP:Iteration 16Q (980.630000 sec): 3 clusters
  Score: Raw -533966.955359 + Penalty 2789.164353 = -531177.791006
  nChanged 12
		SP:Iteration 17Q (980.640000 sec): 3 clusters
  Score: Raw -533969.463324 + Penalty 2789.164353 = -531180.298971
  nChanged 15
		SP:Iteration 18Q (980.650000 sec): 3 clusters
  Score: Raw -533972.191026 + Penalty 2789.164353 = -531183.026673
  nChanged 11
		SP:Iteration 19Q (980.660000 sec): 3 clusters
  Score: Raw -533973.823692 + Penalty 2789.164353 = -531184.659339
  nChanged 8
		SP:Iteration 20F (980.680000 sec): 3 clusters
  Score: Raw -533975.166316 + Penalty 2789.164353 = -531186.001963
  nChanged 3
		SP:Iteration 21Q (980.680000 sec): 3 clusters
  Score: Raw -533975.638405 + Penalty 2789.164353 = -531186.474052
  nChanged 4
		SP:Iteration 22Q (980.700000 sec): 3 clusters
  Score: Raw -533975.914002 + Penalty 2789.164353 = -531186.749649
  nChanged 2
		SP:Iteration 23Q (980.710000 sec): 3 clusters
  Score: Raw -533976.171063 + Penalty 2789.164353 = -531187.006709
  nChanged 0
		SP:Iteration 24F (980.720000 sec): 3 clusters
  Score: Raw -533976.171063 + Penalty 2789.164353 = -531187.006709
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (14462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (980.760000 sec): 2 clusters
  Score: Raw -1634466.322125 + Penalty 1556.632967 = -1632909.689158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (980.800000 sec): 3 clusters
  Score: Raw -1625970.381575 + Penalty 3113.265935 = -1622857.115641
  nChanged 6375
		SP:Iteration 1F (980.830000 sec): 3 clusters
  Score: Raw -1629621.470778 + Penalty 3113.265935 = -1626508.204844
  nChanged 1056
		SP:Iteration 2F (980.860000 sec): 3 clusters
  Score: Raw -1630438.037983 + Penalty 3113.265935 = -1627324.772049
  nChanged 1088
		SP:Iteration 3F (980.900000 sec): 3 clusters
  Score: Raw -1631462.498848 + Penalty 3113.265935 = -1628349.232913
  nChanged 1209
		SP:Iteration 4F (980.930000 sec): 3 clusters
  Score: Raw -1632648.400293 + Penalty 3113.265935 = -1629535.134358
  nChanged 1170
		SP:Iteration 5F (980.960000 sec): 3 clusters
  Score: Raw -1633612.312623 + Penalty 3113.265935 = -1630499.046688
  nChanged 953
		SP:Iteration 6F (981.000000 sec): 3 clusters
  Score: Raw -1634239.940189 + Penalty 3113.265935 = -1631126.674254
  nChanged 684
		SP:Iteration 7Q (981.030000 sec): 3 clusters
  Score: Raw -1634572.548632 + Penalty 3113.265935 = -1631459.282698
  nChanged 491
		SP:Iteration 8Q (981.060000 sec): 3 clusters
  Score: Raw -1634794.784017 + Penalty 3113.265935 = -1631681.518083
  nChanged 422
		SP:Iteration 9Q (981.100000 sec): 3 clusters
  Score: Raw -1635007.016929 + Penalty 3113.265935 = -1631893.750994
  nChanged 400
		SP:Iteration 10Q (981.130000 sec): 3 clusters
  Score: Raw -1635197.729456 + Penalty 3113.265935 = -1632084.463521
  nChanged 357
		SP:Iteration 11Q (981.160000 sec): 3 clusters
  Score: Raw -1635357.918323 + Penalty 3113.265935 = -1632244.652388
  nChanged 319
		SP:Iteration 12Q (981.190000 sec): 3 clusters
  Score: Raw -1635494.787459 + Penalty 3113.265935 = -1632381.521524
  nChanged 294
		SP:Iteration 13Q (981.220000 sec): 3 clusters
  Score: Raw -1635613.379434 + Penalty 3113.265935 = -1632500.113499
  nChanged 231
		SP:Iteration 14Q (981.260000 sec): 3 clusters
  Score: Raw -1635696.185539 + Penalty 3113.265935 = -1632582.919605
  nChanged 215
		SP:Iteration 15Q (981.290000 sec): 3 clusters
  Score: Raw -1635779.414823 + Penalty 3113.265935 = -1632666.148888
  nChanged 213
		SP:Iteration 16Q (981.320000 sec): 3 clusters
  Score: Raw -1635857.164984 + Penalty 3113.265935 = -1632743.899049
  nChanged 177
		SP:Iteration 17Q (981.350000 sec): 3 clusters
  Score: Raw -1635924.939799 + Penalty 3113.265935 = -1632811.673864
  nChanged 174
		SP:Iteration 18Q (981.380000 sec): 3 clusters
  Score: Raw -1635984.006104 + Penalty 3113.265935 = -1632870.740169
  nChanged 144
		SP:Iteration 19Q (981.410000 sec): 3 clusters
  Score: Raw -1636026.161220 + Penalty 3113.265935 = -1632912.895285
  nChanged 132
		SP:Iteration 20F (981.440000 sec): 3 clusters
  Score: Raw -1636058.619892 + Penalty 3113.265935 = -1632945.353958
  nChanged 100
		SP:Iteration 21Q (981.480000 sec): 3 clusters
  Score: Raw -1636079.262088 + Penalty 3113.265935 = -1632965.996153
  nChanged 88
		SP:Iteration 22Q (981.500000 sec): 3 clusters
  Score: Raw -1636094.655075 + Penalty 3113.265935 = -1632981.389141
  nChanged 71
		SP:Iteration 23Q (981.540000 sec): 3 clusters
  Score: Raw -1636105.808947 + Penalty 3113.265935 = -1632992.543012
  nChanged 62
		SP:Iteration 24Q (981.560000 sec): 3 clusters
  Score: Raw -1636115.538290 + Penalty 3113.265935 = -1633002.272355
  nChanged 54
		SP:Iteration 25Q (981.600000 sec): 3 clusters
  Score: Raw -1636124.672634 + Penalty 3113.265935 = -1633011.406699
  nChanged 53
		SP:Iteration 26Q (981.620000 sec): 3 clusters
  Score: Raw -1636133.580262 + Penalty 3113.265935 = -1633020.314327
  nChanged 52
		SP:Iteration 27Q (981.660000 sec): 3 clusters
  Score: Raw -1636141.881309 + Penalty 3113.265935 = -1633028.615374
  nChanged 50
		SP:Iteration 28Q (981.690000 sec): 3 clusters
  Score: Raw -1636150.019136 + Penalty 3113.265935 = -1633036.753202
  nChanged 52
		SP:Iteration 29Q (981.720000 sec): 3 clusters
  Score: Raw -1636158.613659 + Penalty 3113.265935 = -1633045.347724
  nChanged 43
		SP:Iteration 30Q (981.750000 sec): 3 clusters
  Score: Raw -1636166.727482 + Penalty 3113.265935 = -1633053.461547
  nChanged 34
		SP:Iteration 31Q (981.780000 sec): 3 clusters
  Score: Raw -1636172.664226 + Penalty 3113.265935 = -1633059.398291
  nChanged 29
		SP:Iteration 32Q (981.810000 sec): 3 clusters
  Score: Raw -1636176.073830 + Penalty 3113.265935 = -1633062.807896
  nChanged 17
		SP:Iteration 33Q (981.840000 sec): 3 clusters
  Score: Raw -1636177.861586 + Penalty 3113.265935 = -1633064.595651
  nChanged 19
		SP:Iteration 34Q (981.870000 sec): 3 clusters
  Score: Raw -1636180.158214 + Penalty 3113.265935 = -1633066.892279
  nChanged 21
		SP:Iteration 35Q (981.900000 sec): 3 clusters
  Score: Raw -1636183.241990 + Penalty 3113.265935 = -1633069.976056
  nChanged 26
		SP:Iteration 36Q (981.930000 sec): 3 clusters
  Score: Raw -1636186.228466 + Penalty 3113.265935 = -1633072.962531
  nChanged 18
		SP:Iteration 37Q (981.960000 sec): 3 clusters
  Score: Raw -1636188.025803 + Penalty 3113.265935 = -1633074.759869
  nChanged 17
		SP:Iteration 38Q (981.990000 sec): 3 clusters
  Score: Raw -1636189.653782 + Penalty 3113.265935 = -1633076.387847
  nChanged 11
		SP:Iteration 39Q (982.020000 sec): 3 clusters
  Score: Raw -1636190.503007 + Penalty 3113.265935 = -1633077.237073
  nChanged 14
		SP:Iteration 40F (982.050000 sec): 3 clusters
  Score: Raw -1636191.740354 + Penalty 3113.265935 = -1633078.474420
  nChanged 16
		SP:Iteration 41Q (982.080000 sec): 3 clusters
  Score: Raw -1636193.331077 + Penalty 3113.265935 = -1633080.065142
  nChanged 19
		SP:Iteration 42Q (982.110000 sec): 3 clusters
  Score: Raw -1636194.653708 + Penalty 3113.265935 = -1633081.387774
  nChanged 10
		SP:Iteration 43Q (982.140000 sec): 3 clusters
  Score: Raw -1636195.482282 + Penalty 3113.265935 = -1633082.216348
  nChanged 9
		SP:Iteration 44Q (982.170000 sec): 3 clusters
  Score: Raw -1636196.210488 + Penalty 3113.265935 = -1633082.944553
  nChanged 6
		SP:Iteration 45Q (982.200000 sec): 3 clusters
  Score: Raw -1636196.655876 + Penalty 3113.265935 = -1633083.389942
  nChanged 6
		SP:Iteration 46Q (982.230000 sec): 3 clusters
  Score: Raw -1636197.174366 + Penalty 3113.265935 = -1633083.908432
  nChanged 4
		SP:Iteration 47Q (982.260000 sec): 3 clusters
  Score: Raw -1636197.562461 + Penalty 3113.265935 = -1633084.296527
  nChanged 5
		SP:Iteration 48Q (982.290000 sec): 3 clusters
  Score: Raw -1636198.029579 + Penalty 3113.265935 = -1633084.763644
  nChanged 7
		SP:Iteration 49Q (982.320000 sec): 3 clusters
  Score: Raw -1636198.796758 + Penalty 3113.265935 = -1633085.530824
  nChanged 12
		SP:Iteration 50Q (982.360000 sec): 3 clusters
  Score: Raw -1636199.925599 + Penalty 3113.265935 = -1633086.659665
  nChanged 9
		SP:Iteration 51Q (982.380000 sec): 3 clusters
  Score: Raw -1636200.749999 + Penalty 3113.265935 = -1633087.484064
  nChanged 8
		SP:Iteration 52Q (982.420000 sec): 3 clusters
  Score: Raw -1636201.665882 + Penalty 3113.265935 = -1633088.399948
  nChanged 7
		SP:Iteration 53Q (982.450000 sec): 3 clusters
  Score: Raw -1636202.565293 + Penalty 3113.265935 = -1633089.299358
  nChanged 9
		SP:Iteration 54Q (982.480000 sec): 3 clusters
  Score: Raw -1636203.480086 + Penalty 3113.265935 = -1633090.214151
  nChanged 8
		SP:Iteration 55Q (982.510000 sec): 3 clusters
  Score: Raw -1636204.086232 + Penalty 3113.265935 = -1633090.820297
  nChanged 3
		SP:Iteration 56Q (982.540000 sec): 3 clusters
  Score: Raw -1636204.329809 + Penalty 3113.265935 = -1633091.063874
  nChanged 5
		SP:Iteration 57Q (982.570000 sec): 3 clusters
  Score: Raw -1636204.649933 + Penalty 3113.265935 = -1633091.383998
  nChanged 2
		SP:Iteration 58Q (982.600000 sec): 3 clusters
  Score: Raw -1636204.706065 + Penalty 3113.265935 = -1633091.440130
  nChanged 0
		SP:Iteration 59F (982.630000 sec): 3 clusters
  Score: Raw -1636204.706065 + Penalty 3113.265935 = -1633091.440130
  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 12.42 GB.

 Trying to split cluster 34 (17335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (982.680000 sec): 2 clusters
  Score: Raw -1994142.831357 + Penalty 1586.078464 = -1992556.752893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (982.720000 sec): 3 clusters
  Score: Raw -1983882.926715 + Penalty 3172.156929 = -1980710.769786
  nChanged 7777
		SP:Iteration 1F (982.770000 sec): 3 clusters
  Score: Raw -1988058.720330 + Penalty 3172.156929 = -1984886.563401
  nChanged 890
		SP:Iteration 2F (982.810000 sec): 3 clusters
  Score: Raw -1988357.259650 + Penalty 3172.156929 = -1985185.102721
  nChanged 759
		SP:Iteration 3Q (982.850000 sec): 3 clusters
  Score: Raw -1988617.813815 + Penalty 3172.156929 = -1985445.656886
  nChanged 682
		SP:Iteration 4Q (982.890000 sec): 3 clusters
  Score: Raw -1988881.277484 + Penalty 3172.156929 = -1985709.120555
  nChanged 680
		SP:Iteration 5Q (982.940000 sec): 3 clusters
  Score: Raw -1989193.006081 + Penalty 3172.156929 = -1986020.849153
  nChanged 761
		SP:Iteration 6Q (982.980000 sec): 3 clusters
  Score: Raw -1989609.403778 + Penalty 3172.156929 = -1986437.246849
  nChanged 868
		SP:Iteration 7F (983.020000 sec): 3 clusters
  Score: Raw -1990162.095104 + Penalty 3172.156929 = -1986989.938176
  nChanged 956
		SP:Iteration 8F (983.070000 sec): 3 clusters
  Score: Raw -1990862.987215 + Penalty 3172.156929 = -1987690.830286
  nChanged 1004
		SP:Iteration 9F (983.110000 sec): 3 clusters
  Score: Raw -1991675.275185 + Penalty 3172.156929 = -1988503.118257
  nChanged 1007
		SP:Iteration 10F (983.150000 sec): 3 clusters
  Score: Raw -1992544.419613 + Penalty 3172.156929 = -1989372.262684
  nChanged 784
		SP:Iteration 11Q (983.190000 sec): 3 clusters
  Score: Raw -1993219.567934 + Penalty 3172.156929 = -1990047.411005
  nChanged 495
		SP:Iteration 12Q (983.220000 sec): 3 clusters
  Score: Raw -1993647.664430 + Penalty 3172.156929 = -1990475.507502
  nChanged 330
		SP:Iteration 13Q (983.260000 sec): 3 clusters
  Score: Raw -1993946.124955 + Penalty 3172.156929 = -1990773.968026
  nChanged 204
		SP:Iteration 14Q (983.290000 sec): 3 clusters
  Score: Raw -1994157.609445 + Penalty 3172.156929 = -1990985.452516
  nChanged 123
		SP:Iteration 15Q (983.320000 sec): 3 clusters
  Score: Raw -1994258.820242 + Penalty 3172.156929 = -1991086.663313
  nChanged 94
		SP:Iteration 16Q (983.360000 sec): 3 clusters
  Score: Raw -1994330.751974 + Penalty 3172.156929 = -1991158.595045
  nChanged 46
		SP:Iteration 17Q (983.380000 sec): 3 clusters
  Score: Raw -1994367.630842 + Penalty 3172.156929 = -1991195.473913
  nChanged 39
		SP:Iteration 18Q (983.420000 sec): 3 clusters
  Score: Raw -1994401.371815 + Penalty 3172.156929 = -1991229.214886
  nChanged 39
		SP:Iteration 19Q (983.440000 sec): 3 clusters
  Score: Raw -1994438.610737 + Penalty 3172.156929 = -1991266.453808
  nChanged 43
		SP:Iteration 20F (983.480000 sec): 3 clusters
  Score: Raw -1994486.719836 + Penalty 3172.156929 = -1991314.562907
  nChanged 48
		SP:Iteration 21Q (983.520000 sec): 3 clusters
  Score: Raw -1994529.638403 + Penalty 3172.156929 = -1991357.481474
  nChanged 42
		SP:Iteration 22Q (983.550000 sec): 3 clusters
  Score: Raw -1994564.287403 + Penalty 3172.156929 = -1991392.130474
  nChanged 42
		SP:Iteration 23Q (983.580000 sec): 3 clusters
  Score: Raw -1994602.399844 + Penalty 3172.156929 = -1991430.242916
  nChanged 40
		SP:Iteration 24Q (983.610000 sec): 3 clusters
  Score: Raw -1994640.682812 + Penalty 3172.156929 = -1991468.525883
  nChanged 37
		SP:Iteration 25Q (983.640000 sec): 3 clusters
  Score: Raw -1994677.648521 + Penalty 3172.156929 = -1991505.491592
  nChanged 47
		SP:Iteration 26Q (983.670000 sec): 3 clusters
  Score: Raw -1994728.211825 + Penalty 3172.156929 = -1991556.054896
  nChanged 60
		SP:Iteration 27Q (983.700000 sec): 3 clusters
  Score: Raw -1994796.572107 + Penalty 3172.156929 = -1991624.415178
  nChanged 72
		SP:Iteration 28Q (983.730000 sec): 3 clusters
  Score: Raw -1994864.945480 + Penalty 3172.156929 = -1991692.788552
  nChanged 59
		SP:Iteration 29Q (983.760000 sec): 3 clusters
  Score: Raw -1994913.955642 + Penalty 3172.156929 = -1991741.798713
  nChanged 48
		SP:Iteration 30Q (983.790000 sec): 3 clusters
  Score: Raw -1994946.322661 + Penalty 3172.156929 = -1991774.165732
  nChanged 36
		SP:Iteration 31Q (983.820000 sec): 3 clusters
  Score: Raw -1994972.067684 + Penalty 3172.156929 = -1991799.910755
  nChanged 30
		SP:Iteration 32Q (983.850000 sec): 3 clusters
  Score: Raw -1994990.876305 + Penalty 3172.156929 = -1991818.719376
  nChanged 24
		SP:Iteration 33Q (983.880000 sec): 3 clusters
  Score: Raw -1995004.069751 + Penalty 3172.156929 = -1991831.912822
  nChanged 27
		SP:Iteration 34Q (983.910000 sec): 3 clusters
  Score: Raw -1995017.417529 + Penalty 3172.156929 = -1991845.260600
  nChanged 17
		SP:Iteration 35Q (983.940000 sec): 3 clusters
  Score: Raw -1995025.926122 + Penalty 3172.156929 = -1991853.769193
  nChanged 16
		SP:Iteration 36Q (983.970000 sec): 3 clusters
  Score: Raw -1995033.727861 + Penalty 3172.156929 = -1991861.570932
  nChanged 18
		SP:Iteration 37Q (984.000000 sec): 3 clusters
  Score: Raw -1995043.433333 + Penalty 3172.156929 = -1991871.276404
  nChanged 15
		SP:Iteration 38Q (984.030000 sec): 3 clusters
  Score: Raw -1995049.292642 + Penalty 3172.156929 = -1991877.135713
  nChanged 9
		SP:Iteration 39Q (984.060000 sec): 3 clusters
  Score: Raw -1995052.796768 + Penalty 3172.156929 = -1991880.639839
  nChanged 11
		SP:Iteration 40F (984.100000 sec): 3 clusters
  Score: Raw -1995140.524050 + Penalty 3172.156929 = -1991968.367122
  nChanged 79
		SP:Iteration 41Q (984.130000 sec): 3 clusters
  Score: Raw -1995274.203603 + Penalty 3172.156929 = -1992102.046674
  nChanged 95
		SP:Iteration 42Q (984.160000 sec): 3 clusters
  Score: Raw -1995389.760147 + Penalty 3172.156929 = -1992217.603218
  nChanged 90
		SP:Iteration 43Q (984.190000 sec): 3 clusters
  Score: Raw -1995483.361376 + Penalty 3172.156929 = -1992311.204447
  nChanged 108
		SP:Iteration 44Q (984.220000 sec): 3 clusters
  Score: Raw -1995563.044413 + Penalty 3172.156929 = -1992390.887484
  nChanged 82
		SP:Iteration 45Q (984.250000 sec): 3 clusters
  Score: Raw -1995599.550672 + Penalty 3172.156929 = -1992427.393744
  nChanged 57
		SP:Iteration 46Q (984.280000 sec): 3 clusters
  Score: Raw -1995625.806915 + Penalty 3172.156929 = -1992453.649986
  nChanged 38
		SP:Iteration 47Q (984.310000 sec): 3 clusters
  Score: Raw -1995640.153557 + Penalty 3172.156929 = -1992467.996628
  nChanged 26
		SP:Iteration 48Q (984.340000 sec): 3 clusters
  Score: Raw -1995649.513353 + Penalty 3172.156929 = -1992477.356424
  nChanged 21
		SP:Iteration 49Q (984.370000 sec): 3 clusters
  Score: Raw -1995656.009764 + Penalty 3172.156929 = -1992483.852835
  nChanged 17
		SP:Iteration 50Q (984.400000 sec): 3 clusters
  Score: Raw -1995661.143894 + Penalty 3172.156929 = -1992488.986965
  nChanged 18
		SP:Iteration 51Q (984.430000 sec): 3 clusters
  Score: Raw -1995665.824005 + Penalty 3172.156929 = -1992493.667076
  nChanged 11
		SP:Iteration 52Q (984.460000 sec): 3 clusters
  Score: Raw -1995668.087156 + Penalty 3172.156929 = -1992495.930227
  nChanged 8
		SP:Iteration 53Q (984.490000 sec): 3 clusters
  Score: Raw -1995670.125406 + Penalty 3172.156929 = -1992497.968478
  nChanged 5
		SP:Iteration 54Q (984.520000 sec): 3 clusters
  Score: Raw -1995671.770674 + Penalty 3172.156929 = -1992499.613745
  nChanged 7
		SP:Iteration 55Q (984.560000 sec): 3 clusters
  Score: Raw -1995674.346202 + Penalty 3172.156929 = -1992502.189273
  nChanged 8
		SP:Iteration 56Q (984.580000 sec): 3 clusters
  Score: Raw -1995676.550523 + Penalty 3172.156929 = -1992504.393595
  nChanged 7
		SP:Iteration 57Q (984.620000 sec): 3 clusters
  Score: Raw -1995678.342435 + Penalty 3172.156929 = -1992506.185506
  nChanged 9
		SP:Iteration 58Q (984.640000 sec): 3 clusters
  Score: Raw -1995680.305410 + Penalty 3172.156929 = -1992508.148481
  nChanged 6
		SP:Iteration 59Q (984.680000 sec): 3 clusters
  Score: Raw -1995684.854410 + Penalty 3172.156929 = -1992512.697481
  nChanged 8
		SP:Iteration 60F (984.720000 sec): 3 clusters
  Score: Raw -1995725.564467 + Penalty 3172.156929 = -1992553.407538
  nChanged 31
		SP:Iteration 61Q (984.750000 sec): 3 clusters
  Score: Raw -1995752.486993 + Penalty 3172.156929 = -1992580.330064
  nChanged 26
		SP:Iteration 62Q (984.780000 sec): 3 clusters
  Score: Raw -1995763.115579 + Penalty 3172.156929 = -1992590.958650
  nChanged 28
		SP:Iteration 63Q (984.820000 sec): 3 clusters
  Score: Raw -1995771.871042 + Penalty 3172.156929 = -1992599.714113
  nChanged 15
		SP:Iteration 64Q (984.850000 sec): 3 clusters
  Score: Raw -1995776.119772 + Penalty 3172.156929 = -1992603.962843
  nChanged 15
		SP:Iteration 65Q (984.880000 sec): 3 clusters
  Score: Raw -1995780.249912 + Penalty 3172.156929 = -1992608.092983
  nChanged 13
		SP:Iteration 66Q (984.910000 sec): 3 clusters
  Score: Raw -1995783.618744 + Penalty 3172.156929 = -1992611.461815
  nChanged 7
		SP:Iteration 67Q (984.940000 sec): 3 clusters
  Score: Raw -1995785.250636 + Penalty 3172.156929 = -1992613.093707
  nChanged 7
		SP:Iteration 68Q (984.970000 sec): 3 clusters
  Score: Raw -1995787.015826 + Penalty 3172.156929 = -1992614.858897
  nChanged 6
		SP:Iteration 69Q (985.000000 sec): 3 clusters
  Score: Raw -1995788.028317 + Penalty 3172.156929 = -1992615.871388
  nChanged 8
		SP:Iteration 70Q (985.040000 sec): 3 clusters
  Score: Raw -1995790.530954 + Penalty 3172.156929 = -1992618.374025
  nChanged 7
		SP:Iteration 71Q (985.070000 sec): 3 clusters
  Score: Raw -1995793.106431 + Penalty 3172.156929 = -1992620.949502
  nChanged 8
		SP:Iteration 72Q (985.100000 sec): 3 clusters
  Score: Raw -1995794.987054 + Penalty 3172.156929 = -1992622.830126
  nChanged 4
		SP:Iteration 73Q (985.140000 sec): 3 clusters
  Score: Raw -1995795.634914 + Penalty 3172.156929 = -1992623.477985
  nChanged 6
		SP:Iteration 74Q (985.170000 sec): 3 clusters
  Score: Raw -1995797.040471 + Penalty 3172.156929 = -1992624.883542
  nChanged 10
		SP:Iteration 75Q (985.200000 sec): 3 clusters
  Score: Raw -1995799.701915 + Penalty 3172.156929 = -1992627.544986
  nChanged 9
		SP:Iteration 76Q (985.230000 sec): 3 clusters
  Score: Raw -1995802.266897 + Penalty 3172.156929 = -1992630.109968
  nChanged 7
		SP:Iteration 77Q (985.260000 sec): 3 clusters
  Score: Raw -1995803.415402 + Penalty 3172.156929 = -1992631.258473
  nChanged 4
		SP:Iteration 78Q (985.290000 sec): 3 clusters
  Score: Raw -1995804.141580 + Penalty 3172.156929 = -1992631.984651
  nChanged 4
		SP:Iteration 79Q (985.340000 sec): 3 clusters
  Score: Raw -1995804.885272 + Penalty 3172.156929 = -1992632.728343
  nChanged 7
		SP:Iteration 80F (985.380000 sec): 3 clusters
  Score: Raw -1995806.428613 + Penalty 3172.156929 = -1992634.271685
  nChanged 7
		SP:Iteration 81Q (985.410000 sec): 3 clusters
  Score: Raw -1995808.259099 + Penalty 3172.156929 = -1992636.102170
  nChanged 5
		SP:Iteration 82Q (985.440000 sec): 3 clusters
  Score: Raw -1995810.083005 + Penalty 3172.156929 = -1992637.926076
  nChanged 9
		SP:Iteration 83Q (985.470000 sec): 3 clusters
  Score: Raw -1995811.794929 + Penalty 3172.156929 = -1992639.638001
  nChanged 5
		SP:Iteration 84Q (985.510000 sec): 3 clusters
  Score: Raw -1995813.140071 + Penalty 3172.156929 = -1992640.983142
  nChanged 5
		SP:Iteration 85Q (985.540000 sec): 3 clusters
  Score: Raw -1995814.535285 + Penalty 3172.156929 = -1992642.378357
  nChanged 6
		SP:Iteration 86Q (985.580000 sec): 3 clusters
  Score: Raw -1995815.524631 + Penalty 3172.156929 = -1992643.367702
  nChanged 6
		SP:Iteration 87Q (985.610000 sec): 3 clusters
  Score: Raw -1995816.381250 + Penalty 3172.156929 = -1992644.224321
  nChanged 4
		SP:Iteration 88Q (985.640000 sec): 3 clusters
  Score: Raw -1995817.496494 + Penalty 3172.156929 = -1992645.339565
  nChanged 3
		SP:Iteration 89Q (985.670000 sec): 3 clusters
  Score: Raw -1995817.943489 + Penalty 3172.156929 = -1992645.786560
  nChanged 5
		SP:Iteration 90Q (985.710000 sec): 3 clusters
  Score: Raw -1995818.830387 + Penalty 3172.156929 = -1992646.673458
  nChanged 1
		SP:Iteration 91Q (985.740000 sec): 3 clusters
  Score: Raw -1995818.909272 + Penalty 3172.156929 = -1992646.752343
  nChanged 0
		SP:Iteration 92F (985.780000 sec): 3 clusters
  Score: Raw -1995818.909272 + Penalty 3172.156929 = -1992646.752343
  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 12.42 GB.

 Trying to split cluster 35 (65702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (985.960000 sec): 2 clusters
  Score: Raw -7594933.306251 + Penalty 1802.593755 = -7593130.712496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (986.130000 sec): 3 clusters
  Score: Raw -7552868.896485 + Penalty 3605.187510 = -7549263.708975
  nChanged 30994
		SP:Iteration 1F (986.290000 sec): 3 clusters
  Score: Raw -7570436.636508 + Penalty 3605.187510 = -7566831.448998
  nChanged 2274
		SP:Iteration 2Q (986.460000 sec): 3 clusters
  Score: Raw -7571011.519311 + Penalty 3605.187510 = -7567406.331801
  nChanged 2197
		SP:Iteration 3Q (986.630000 sec): 3 clusters
  Score: Raw -7571596.182482 + Penalty 3605.187510 = -7567990.994973
  nChanged 2226
		SP:Iteration 4Q (986.800000 sec): 3 clusters
  Score: Raw -7572267.482881 + Penalty 3605.187510 = -7568662.295371
  nChanged 2398
		SP:Iteration 5Q (986.970000 sec): 3 clusters
  Score: Raw -7573145.726358 + Penalty 3605.187510 = -7569540.538849
  nChanged 2678
		SP:Iteration 6Q (987.140000 sec): 3 clusters
  Score: Raw -7574369.959665 + Penalty 3605.187510 = -7570764.772155
  nChanged 3028
		SP:Iteration 7Q (987.310000 sec): 3 clusters
  Score: Raw -7576081.377730 + Penalty 3605.187510 = -7572476.190220
  nChanged 3543
		SP:Iteration 8F (987.490000 sec): 3 clusters
  Score: Raw -7578525.267755 + Penalty 3605.187510 = -7574920.080245
  nChanged 3991
		SP:Iteration 9F (987.680000 sec): 3 clusters
  Score: Raw -7581616.374511 + Penalty 3605.187510 = -7578011.187001
  nChanged 4001
		SP:Iteration 10F (987.850000 sec): 3 clusters
  Score: Raw -7584930.169537 + Penalty 3605.187510 = -7581324.982027
  nChanged 3595
		SP:Iteration 11F (988.030000 sec): 3 clusters
  Score: Raw -7587834.584380 + Penalty 3605.187510 = -7584229.396870
  nChanged 3049
		SP:Iteration 12Q (988.190000 sec): 3 clusters
  Score: Raw -7590181.675894 + Penalty 3605.187510 = -7586576.488384
  nChanged 2398
		SP:Iteration 13Q (988.360000 sec): 3 clusters
  Score: Raw -7591972.476413 + Penalty 3605.187510 = -7588367.288903
  nChanged 1777
		SP:Iteration 14Q (988.510000 sec): 3 clusters
  Score: Raw -7593159.815949 + Penalty 3605.187510 = -7589554.628439
  nChanged 1242
		SP:Iteration 15Q (988.650000 sec): 3 clusters
  Score: Raw -7593935.651992 + Penalty 3605.187510 = -7590330.464482
  nChanged 858
		SP:Iteration 16Q (988.800000 sec): 3 clusters
  Score: Raw -7594452.015026 + Penalty 3605.187510 = -7590846.827517
  nChanged 576
		SP:Iteration 17Q (988.930000 sec): 3 clusters
  Score: Raw -7594760.002696 + Penalty 3605.187510 = -7591154.815186
  nChanged 396
		SP:Iteration 18Q (989.060000 sec): 3 clusters
  Score: Raw -7594932.191288 + Penalty 3605.187510 = -7591327.003778
  nChanged 285
		SP:Iteration 19Q (989.190000 sec): 3 clusters
  Score: Raw -7595044.912743 + Penalty 3605.187510 = -7591439.725233
  nChanged 208
		SP:Iteration 20F (989.350000 sec): 3 clusters
  Score: Raw -7595129.688882 + Penalty 3605.187510 = -7591524.501372
  nChanged 184
		SP:Iteration 21Q (989.480000 sec): 3 clusters
  Score: Raw -7595203.076106 + Penalty 3605.187510 = -7591597.888596
  nChanged 129
		SP:Iteration 22Q (989.600000 sec): 3 clusters
  Score: Raw -7595245.512195 + Penalty 3605.187510 = -7591640.324686
  nChanged 93
		SP:Iteration 23Q (989.730000 sec): 3 clusters
  Score: Raw -7595275.204132 + Penalty 3605.187510 = -7591670.016622
  nChanged 86
		SP:Iteration 24Q (989.860000 sec): 3 clusters
  Score: Raw -7595301.430852 + Penalty 3605.187510 = -7591696.243342
  nChanged 68
		SP:Iteration 25Q (989.980000 sec): 3 clusters
  Score: Raw -7595321.588932 + Penalty 3605.187510 = -7591716.401423
  nChanged 58
		SP:Iteration 26Q (990.100000 sec): 3 clusters
  Score: Raw -7595337.131634 + Penalty 3605.187510 = -7591731.944124
  nChanged 47
		SP:Iteration 27Q (990.220000 sec): 3 clusters
  Score: Raw -7595349.418444 + Penalty 3605.187510 = -7591744.230934
  nChanged 42
		SP:Iteration 28Q (990.340000 sec): 3 clusters
  Score: Raw -7595360.029409 + Penalty 3605.187510 = -7591754.841899
  nChanged 43
		SP:Iteration 29Q (990.460000 sec): 3 clusters
  Score: Raw -7595371.061755 + Penalty 3605.187510 = -7591765.874245
  nChanged 32
		SP:Iteration 30Q (990.590000 sec): 3 clusters
  Score: Raw -7595379.465230 + Penalty 3605.187510 = -7591774.277720
  nChanged 34
		SP:Iteration 31Q (990.700000 sec): 3 clusters
  Score: Raw -7595389.417001 + Penalty 3605.187510 = -7591784.229492
  nChanged 39
		SP:Iteration 32Q (990.830000 sec): 3 clusters
  Score: Raw -7595399.453412 + Penalty 3605.187510 = -7591794.265902
  nChanged 33
		SP:Iteration 33Q (990.970000 sec): 3 clusters
  Score: Raw -7595409.309100 + Penalty 3605.187510 = -7591804.121590
  nChanged 24
		SP:Iteration 34Q (991.090000 sec): 3 clusters
  Score: Raw -7595415.522062 + Penalty 3605.187510 = -7591810.334552
  nChanged 21
		SP:Iteration 35Q (991.220000 sec): 3 clusters
  Score: Raw -7595420.840449 + Penalty 3605.187510 = -7591815.652940
  nChanged 16
		SP:Iteration 36Q (991.340000 sec): 3 clusters
  Score: Raw -7595424.605734 + Penalty 3605.187510 = -7591819.418225
  nChanged 13
		SP:Iteration 37Q (991.460000 sec): 3 clusters
  Score: Raw -7595427.588816 + Penalty 3605.187510 = -7591822.401306
  nChanged 11
		SP:Iteration 38Q (991.580000 sec): 3 clusters
  Score: Raw -7595429.759772 + Penalty 3605.187510 = -7591824.572263
  nChanged 2
		SP:Iteration 39Q (991.700000 sec): 3 clusters
  Score: Raw -7595430.517399 + Penalty 3605.187510 = -7591825.329890
  nChanged 7
		SP:Iteration 40F (991.860000 sec): 3 clusters
  Score: Raw -7595432.203728 + Penalty 3605.187510 = -7591827.016218
  nChanged 15
		SP:Iteration 41Q (991.980000 sec): 3 clusters
  Score: Raw -7595435.269798 + Penalty 3605.187510 = -7591830.082288
  nChanged 9
		SP:Iteration 42Q (992.100000 sec): 3 clusters
  Score: Raw -7595437.240695 + Penalty 3605.187510 = -7591832.053185
  nChanged 8
		SP:Iteration 43Q (992.230000 sec): 3 clusters
  Score: Raw -7595438.987658 + Penalty 3605.187510 = -7591833.800149
  nChanged 9
		SP:Iteration 44Q (992.350000 sec): 3 clusters
  Score: Raw -7595441.186473 + Penalty 3605.187510 = -7591835.998963
  nChanged 7
		SP:Iteration 45Q (992.490000 sec): 3 clusters
  Score: Raw -7595442.770531 + Penalty 3605.187510 = -7591837.583021
  nChanged 7
		SP:Iteration 46Q (992.610000 sec): 3 clusters
  Score: Raw -7595444.455804 + Penalty 3605.187510 = -7591839.268294
  nChanged 9
		SP:Iteration 47Q (992.730000 sec): 3 clusters
  Score: Raw -7595446.573029 + Penalty 3605.187510 = -7591841.385520
  nChanged 8
		SP:Iteration 48Q (992.850000 sec): 3 clusters
  Score: Raw -7595448.715691 + Penalty 3605.187510 = -7591843.528181
  nChanged 5
		SP:Iteration 49Q (992.970000 sec): 3 clusters
  Score: Raw -7595449.613768 + Penalty 3605.187510 = -7591844.426258
  nChanged 4
		SP:Iteration 50Q (993.100000 sec): 3 clusters
  Score: Raw -7595450.669146 + Penalty 3605.187510 = -7591845.481636
  nChanged 6
		SP:Iteration 51Q (993.220000 sec): 3 clusters
  Score: Raw -7595451.908590 + Penalty 3605.187510 = -7591846.721080
  nChanged 5
		SP:Iteration 52Q (993.340000 sec): 3 clusters
  Score: Raw -7595452.693706 + Penalty 3605.187510 = -7591847.506196
  nChanged 2
		SP:Iteration 53Q (993.460000 sec): 3 clusters
  Score: Raw -7595453.249880 + Penalty 3605.187510 = -7591848.062370
  nChanged 3
		SP:Iteration 54Q (993.580000 sec): 3 clusters
  Score: Raw -7595454.121809 + Penalty 3605.187510 = -7591848.934299
  nChanged 6
		SP:Iteration 55Q (993.700000 sec): 3 clusters
  Score: Raw -7595455.003727 + Penalty 3605.187510 = -7591849.816217
  nChanged 1
		SP:Iteration 56Q (993.820000 sec): 3 clusters
  Score: Raw -7595455.179552 + Penalty 3605.187510 = -7591849.992042
  nChanged 1
		SP:Iteration 57Q (993.940000 sec): 3 clusters
  Score: Raw -7595455.301139 + Penalty 3605.187510 = -7591850.113629
  nChanged 0
		SP:Iteration 58F (994.100000 sec): 3 clusters
  Score: Raw -7595455.301139 + Penalty 3605.187510 = -7591850.113629
  nChanged 0
Iteration 59Q (1006.440000 sec): 52 clusters
  Score: Raw -155667640.327318 + Penalty 117171.121971 = -155550469.205347
  nChanged 14943
Iteration 60F (1067.600000 sec): 52 clusters
  Score: Raw -155701970.560245 + Penalty 117171.121971 = -155584799.438273
  nChanged 11772
Iteration 61Q (1077.030000 sec): 52 clusters
  Score: Raw -155778016.811479 + Penalty 117171.121971 = -155660845.689508
  nChanged 7300
Iteration 62Q (1086.180000 sec): 52 clusters
  Score: Raw -155782854.854339 + Penalty 117171.121971 = -155665683.732367
  nChanged 5325
Iteration 63Q (1095.230000 sec): 52 clusters
  Score: Raw -155787248.910304 + Penalty 117171.121971 = -155670077.788332
  nChanged 4386
Iteration 64Q (1104.150000 sec): 52 clusters
  Score: Raw -155790825.236923 + Penalty 117171.121971 = -155673654.114952
  nChanged 3767
Iteration 65Q (1112.990000 sec): 52 clusters
  Score: Raw -155793511.484249 + Penalty 117171.121971 = -155676340.362278
  nChanged 3250
Iteration 66Q (1121.200000 sec): 52 clusters
  Score: Raw -155795253.664072 + Penalty 117171.121971 = -155678082.542101
  nChanged 2736
Iteration 67Q (1129.790000 sec): 52 clusters
  Score: Raw -155795746.404657 + Penalty 117171.121971 = -155678575.282686
  nChanged 2367
Iteration 68Q (1138.590000 sec): 52 clusters
  Score: Raw -155796045.082249 + Penalty 117171.121971 = -155678873.960278
  nChanged 1986
Iteration 69Q (1147.430000 sec): 52 clusters
  Score: Raw -155796267.557268 + Penalty 117171.121971 = -155679096.435297
  nChanged 1723
Iteration 70Q (1156.180000 sec): 52 clusters
  Score: Raw -155796434.240362 + Penalty 117171.121971 = -155679263.118391
  nChanged 1543
Iteration 71Q (1165.080000 sec): 52 clusters
  Score: Raw -155796554.659525 + Penalty 117171.121971 = -155679383.537554
  nChanged 1283
Iteration 72Q (1173.870000 sec): 52 clusters
  Score: Raw -155796647.298763 + Penalty 117171.121971 = -155679476.176792
  nChanged 1104
Iteration 73Q (1182.680000 sec): 52 clusters
  Score: Raw -155796715.830117 + Penalty 117171.121971 = -155679544.708146
  nChanged 980
Iteration 74Q (1191.540000 sec): 52 clusters
  Score: Raw -155796772.696588 + Penalty 117171.121971 = -155679601.574617
  nChanged 882
Iteration 75Q (1200.440000 sec): 52 clusters
  Score: Raw -155796827.707878 + Penalty 117171.121971 = -155679656.585907
  nChanged 844
Iteration 76Q (1208.850000 sec): 52 clusters
  Score: Raw -155796879.985493 + Penalty 117171.121971 = -155679708.863521
  nChanged 752
Iteration 77Q (1216.630000 sec): 52 clusters
  Score: Raw -155796920.313714 + Penalty 117171.121971 = -155679749.191742
  nChanged 673
Iteration 78Q (1224.370000 sec): 52 clusters
  Score: Raw -155796955.423606 + Penalty 117171.121971 = -155679784.301635
  nChanged 616
Iteration 79Q (1232.690000 sec): 52 clusters
  Score: Raw -155796987.968317 + Penalty 117171.121971 = -155679816.846345
  nChanged 553
Iteration 80F (1294.570000 sec): 52 clusters
  Score: Raw -155869746.820568 + Penalty 117171.121971 = -155752575.698597
  nChanged 1538
Iteration 81Q (1304.020000 sec): 52 clusters
  Score: Raw -155874075.632573 + Penalty 117171.121971 = -155756904.510601
  nChanged 859
Iteration 82Q (1313.470000 sec): 52 clusters
  Score: Raw -155874184.573413 + Penalty 117171.121971 = -155757013.451442
  nChanged 836
Iteration 83Q (1322.860000 sec): 52 clusters
  Score: Raw -155874276.104865 + Penalty 117171.121971 = -155757104.982893
  nChanged 796
Iteration 84Q (1331.960000 sec): 52 clusters
  Score: Raw -155874370.140171 + Penalty 117171.121971 = -155757199.018199
  nChanged 748
Iteration 85Q (1341.180000 sec): 52 clusters
  Score: Raw -155874439.238431 + Penalty 117171.121971 = -155757268.116459
  nChanged 666
Iteration 86Q (1350.640000 sec): 52 clusters
  Score: Raw -155874497.669196 + Penalty 117171.121971 = -155757326.547225
  nChanged 623
Iteration 87Q (1360.120000 sec): 52 clusters
  Score: Raw -155874558.936872 + Penalty 117171.121971 = -155757387.814900
  nChanged 550
Iteration 88Q (1368.440000 sec): 52 clusters
  Score: Raw -155874612.817772 + Penalty 117171.121971 = -155757441.695800
  nChanged 492
Iteration 89Q (1376.560000 sec): 52 clusters
  Score: Raw -155874665.264593 + Penalty 117171.121971 = -155757494.142621
  nChanged 443
Iteration 90Q (1384.740000 sec): 52 clusters
  Score: Raw -155874751.503279 + Penalty 117171.121971 = -155757580.381308
  nChanged 425
Iteration 91Q (1392.690000 sec): 52 clusters
  Score: Raw -155874821.311238 + Penalty 117171.121971 = -155757650.189267
  nChanged 373
Iteration 92Q (1400.630000 sec): 52 clusters
  Score: Raw -155874846.338531 + Penalty 117171.121971 = -155757675.216559
  nChanged 314
Iteration 93Q (1408.610000 sec): 52 clusters
  Score: Raw -155874863.755347 + Penalty 117171.121971 = -155757692.633375
  nChanged 272
Iteration 94Q (1416.590000 sec): 52 clusters
  Score: Raw -155874879.108899 + Penalty 117171.121971 = -155757707.986928
  nChanged 266
Iteration 95Q (1424.560000 sec): 52 clusters
  Score: Raw -155874894.812762 + Penalty 117171.121971 = -155757723.690790
  nChanged 270
Iteration 96Q (1432.540000 sec): 52 clusters
  Score: Raw -155874911.351010 + Penalty 117171.121971 = -155757740.229039
  nChanged 262
Iteration 97Q (1440.580000 sec): 52 clusters
  Score: Raw -155874930.470094 + Penalty 117171.121971 = -155757759.348123
  nChanged 253
Iteration 98Q (1448.570000 sec): 52 clusters
  Score: Raw -155874949.470680 + Penalty 117171.121971 = -155757778.348708
  nChanged 259
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155874949.470680 + Penalty 117171.121971 = -155757778.348708
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (4767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1449.500000 sec): 2 clusters
  Score: Raw -532018.075630 + Penalty 1376.289274 = -530641.786356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1449.520000 sec): 3 clusters
  Score: Raw -529581.345778 + Penalty 2752.578548 = -526828.767230
  nChanged 1944
		SP:Iteration 1F (1449.530000 sec): 3 clusters
  Score: Raw -530670.910487 + Penalty 2752.578548 = -527918.331939
  nChanged 383
		SP:Iteration 2F (1449.550000 sec): 3 clusters
  Score: Raw -530940.569350 + Penalty 2752.578548 = -528187.990802
  nChanged 371
		SP:Iteration 3F (1449.560000 sec): 3 clusters
  Score: Raw -531343.469348 + Penalty 2752.578548 = -528590.890800
  nChanged 413
		SP:Iteration 4F (1449.580000 sec): 3 clusters
  Score: Raw -531909.153291 + Penalty 2752.578548 = -529156.574743
  nChanged 428
		SP:Iteration 5F (1449.590000 sec): 3 clusters
  Score: Raw -532599.645309 + Penalty 2752.578548 = -529847.066761
  nChanged 348
		SP:Iteration 6F (1449.610000 sec): 3 clusters
  Score: Raw -533028.675009 + Penalty 2752.578548 = -530276.096461
  nChanged 251
		SP:Iteration 7F (1449.620000 sec): 3 clusters
  Score: Raw -533262.294615 + Penalty 2752.578548 = -530509.716067
  nChanged 151
		SP:Iteration 8Q (1449.630000 sec): 3 clusters
  Score: Raw -533350.067991 + Penalty 2752.578548 = -530597.489443
  nChanged 66
		SP:Iteration 9Q (1449.640000 sec): 3 clusters
  Score: Raw -533377.377920 + Penalty 2752.578548 = -530624.799372
  nChanged 36
		SP:Iteration 10Q (1449.650000 sec): 3 clusters
  Score: Raw -533389.589786 + Penalty 2752.578548 = -530637.011238
  nChanged 14
		SP:Iteration 11Q (1449.660000 sec): 3 clusters
  Score: Raw -533393.978246 + Penalty 2752.578548 = -530641.399698
  nChanged 9
		SP:Iteration 12Q (1449.670000 sec): 3 clusters
  Score: Raw -533396.955594 + Penalty 2752.578548 = -530644.377046
  nChanged 7
		SP:Iteration 13Q (1449.690000 sec): 3 clusters
  Score: Raw -533398.155895 + Penalty 2752.578548 = -530645.577347
  nChanged 5
		SP:Iteration 14Q (1449.700000 sec): 3 clusters
  Score: Raw -533399.497900 + Penalty 2752.578548 = -530646.919352
  nChanged 3
		SP:Iteration 15Q (1449.710000 sec): 3 clusters
  Score: Raw -533399.986756 + Penalty 2752.578548 = -530647.408208
  nChanged 2
		SP:Iteration 16Q (1449.720000 sec): 3 clusters
  Score: Raw -533400.418772 + Penalty 2752.578548 = -530647.840224
  nChanged 3
		SP:Iteration 17Q (1449.730000 sec): 3 clusters
  Score: Raw -533401.064879 + Penalty 2752.578548 = -530648.486331
  nChanged 1
		SP:Iteration 18Q (1449.750000 sec): 3 clusters
  Score: Raw -533401.266120 + Penalty 2752.578548 = -530648.687572
  nChanged 2
		SP:Iteration 19Q (1449.760000 sec): 3 clusters
  Score: Raw -533402.133449 + Penalty 2752.578548 = -530649.554901
  nChanged 3
		SP:Iteration 20F (1449.770000 sec): 3 clusters
  Score: Raw -533402.919257 + Penalty 2752.578548 = -530650.340709
  nChanged 3
		SP:Iteration 21Q (1449.780000 sec): 3 clusters
  Score: Raw -533403.694771 + Penalty 2752.578548 = -530651.116223
  nChanged 1
		SP:Iteration 22Q (1449.790000 sec): 3 clusters
  Score: Raw -533403.878676 + Penalty 2752.578548 = -530651.300128
  nChanged 0
		SP:Iteration 23F (1449.810000 sec): 3 clusters
  Score: Raw -533403.878676 + Penalty 2752.578548 = -530651.300128
  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 12.42 GB.

 Trying to split cluster 2 (68848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1450.970000 sec): 2 clusters
  Score: Raw -8099241.995555 + Penalty 1810.194174 = -8097431.801381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1451.160000 sec): 3 clusters
  Score: Raw -8055240.112046 + Penalty 3620.388348 = -8051619.723698
  nChanged 32516
		SP:Iteration 1F (1451.360000 sec): 3 clusters
  Score: Raw -8073719.072270 + Penalty 3620.388348 = -8070098.683922
  nChanged 2786
		SP:Iteration 2Q (1451.550000 sec): 3 clusters
  Score: Raw -8074676.318324 + Penalty 3620.388348 = -8071055.929976
  nChanged 3308
		SP:Iteration 3Q (1451.740000 sec): 3 clusters
  Score: Raw -8076128.425821 + Penalty 3620.388348 = -8072508.037473
  nChanged 4069
		SP:Iteration 4F (1451.930000 sec): 3 clusters
  Score: Raw -8078295.890984 + Penalty 3620.388348 = -8074675.502636
  nChanged 4656
		SP:Iteration 5F (1452.110000 sec): 3 clusters
  Score: Raw -8080943.569557 + Penalty 3620.388348 = -8077323.181209
  nChanged 4600
		SP:Iteration 6F (1452.300000 sec): 3 clusters
  Score: Raw -8083385.319165 + Penalty 3620.388348 = -8079764.930818
  nChanged 3956
		SP:Iteration 7F (1452.480000 sec): 3 clusters
  Score: Raw -8085143.766102 + Penalty 3620.388348 = -8081523.377754
  nChanged 3175
		SP:Iteration 8Q (1452.670000 sec): 3 clusters
  Score: Raw -8086314.320976 + Penalty 3620.388348 = -8082693.932628
  nChanged 2403
		SP:Iteration 9Q (1452.860000 sec): 3 clusters
  Score: Raw -8087065.700090 + Penalty 3620.388348 = -8083445.311742
  nChanged 1932
		SP:Iteration 10Q (1453.060000 sec): 3 clusters
  Score: Raw -8087635.552228 + Penalty 3620.388348 = -8084015.163880
  nChanged 1755
		SP:Iteration 11Q (1453.250000 sec): 3 clusters
  Score: Raw -8088182.632709 + Penalty 3620.388348 = -8084562.244361
  nChanged 1809
		SP:Iteration 12Q (1453.440000 sec): 3 clusters
  Score: Raw -8088799.290286 + Penalty 3620.388348 = -8085178.901938
  nChanged 1952
		SP:Iteration 13Q (1453.630000 sec): 3 clusters
  Score: Raw -8089544.139873 + Penalty 3620.388348 = -8085923.751525
  nChanged 2102
		SP:Iteration 14Q (1453.820000 sec): 3 clusters
  Score: Raw -8090472.670785 + Penalty 3620.388348 = -8086852.282437
  nChanged 2245
		SP:Iteration 15Q (1454.010000 sec): 3 clusters
  Score: Raw -8091600.882824 + Penalty 3620.388348 = -8087980.494476
  nChanged 2295
		SP:Iteration 16Q (1454.190000 sec): 3 clusters
  Score: Raw -8092944.803928 + Penalty 3620.388348 = -8089324.415581
  nChanged 2229
		SP:Iteration 17Q (1454.380000 sec): 3 clusters
  Score: Raw -8094479.192990 + Penalty 3620.388348 = -8090858.804642
  nChanged 2064
		SP:Iteration 18Q (1454.570000 sec): 3 clusters
  Score: Raw -8096040.141160 + Penalty 3620.388348 = -8092419.752812
  nChanged 1647
		SP:Iteration 19Q (1454.760000 sec): 3 clusters
  Score: Raw -8097361.416335 + Penalty 3620.388348 = -8093741.027987
  nChanged 1144
		SP:Iteration 20F (1454.940000 sec): 3 clusters
  Score: Raw -8098330.558665 + Penalty 3620.388348 = -8094710.170317
  nChanged 676
		SP:Iteration 21Q (1455.110000 sec): 3 clusters
  Score: Raw -8098907.229478 + Penalty 3620.388348 = -8095286.841130
  nChanged 321
		SP:Iteration 22Q (1455.260000 sec): 3 clusters
  Score: Raw -8099174.864066 + Penalty 3620.388348 = -8095554.475718
  nChanged 165
		SP:Iteration 23Q (1455.410000 sec): 3 clusters
  Score: Raw -8099324.965606 + Penalty 3620.388348 = -8095704.577258
  nChanged 90
		SP:Iteration 24Q (1455.550000 sec): 3 clusters
  Score: Raw -8099421.445934 + Penalty 3620.388348 = -8095801.057586
  nChanged 62
		SP:Iteration 25Q (1455.690000 sec): 3 clusters
  Score: Raw -8099497.050092 + Penalty 3620.388348 = -8095876.661745
  nChanged 51
		SP:Iteration 26Q (1455.820000 sec): 3 clusters
  Score: Raw -8099557.266525 + Penalty 3620.388348 = -8095936.878177
  nChanged 35
		SP:Iteration 27Q (1455.950000 sec): 3 clusters
  Score: Raw -8099608.032839 + Penalty 3620.388348 = -8095987.644491
  nChanged 31
		SP:Iteration 28Q (1456.090000 sec): 3 clusters
  Score: Raw -8099638.701296 + Penalty 3620.388348 = -8096018.312949
  nChanged 26
		SP:Iteration 29Q (1456.210000 sec): 3 clusters
  Score: Raw -8099667.758474 + Penalty 3620.388348 = -8096047.370126
  nChanged 13
		SP:Iteration 30Q (1456.350000 sec): 3 clusters
  Score: Raw -8099682.701825 + Penalty 3620.388348 = -8096062.313477
  nChanged 16
		SP:Iteration 31Q (1456.480000 sec): 3 clusters
  Score: Raw -8099698.022348 + Penalty 3620.388348 = -8096077.634000
  nChanged 13
		SP:Iteration 32Q (1456.610000 sec): 3 clusters
  Score: Raw -8099711.276424 + Penalty 3620.388348 = -8096090.888076
  nChanged 13
		SP:Iteration 33Q (1456.730000 sec): 3 clusters
  Score: Raw -8099725.368492 + Penalty 3620.388348 = -8096104.980144
  nChanged 19
		SP:Iteration 34Q (1456.870000 sec): 3 clusters
  Score: Raw -8099738.815487 + Penalty 3620.388348 = -8096118.427139
  nChanged 11
		SP:Iteration 35Q (1456.990000 sec): 3 clusters
  Score: Raw -8099746.472624 + Penalty 3620.388348 = -8096126.084276
  nChanged 7
		SP:Iteration 36Q (1457.130000 sec): 3 clusters
  Score: Raw -8099750.993733 + Penalty 3620.388348 = -8096130.605385
  nChanged 4
		SP:Iteration 37Q (1457.250000 sec): 3 clusters
  Score: Raw -8099753.334252 + Penalty 3620.388348 = -8096132.945904
  nChanged 1
		SP:Iteration 38Q (1457.390000 sec): 3 clusters
  Score: Raw -8099753.909617 + Penalty 3620.388348 = -8096133.521269
  nChanged 2
		SP:Iteration 39Q (1457.510000 sec): 3 clusters
  Score: Raw -8099755.833668 + Penalty 3620.388348 = -8096135.445320
  nChanged 1
		SP:Iteration 40F (1457.690000 sec): 3 clusters
  Score: Raw -8099757.564921 + Penalty 3620.388348 = -8096137.176573
  nChanged 2
		SP:Iteration 41Q (1457.830000 sec): 3 clusters
  Score: Raw -8099758.371076 + Penalty 3620.388348 = -8096137.982728
  nChanged 3
		SP:Iteration 42Q (1457.950000 sec): 3 clusters
  Score: Raw -8099760.781882 + Penalty 3620.388348 = -8096140.393534
  nChanged 4
		SP:Iteration 43Q (1458.090000 sec): 3 clusters
  Score: Raw -8099764.833509 + Penalty 3620.388348 = -8096144.445161
  nChanged 3
		SP:Iteration 44Q (1458.220000 sec): 3 clusters
  Score: Raw -8099767.006787 + Penalty 3620.388348 = -8096146.618439
  nChanged 3
		SP:Iteration 45Q (1458.350000 sec): 3 clusters
  Score: Raw -8099770.256497 + Penalty 3620.388348 = -8096149.868149
  nChanged 2
		SP:Iteration 46Q (1458.480000 sec): 3 clusters
  Score: Raw -8099771.243363 + Penalty 3620.388348 = -8096150.855016
  nChanged 2
		SP:Iteration 47Q (1458.610000 sec): 3 clusters
  Score: Raw -8099773.150163 + Penalty 3620.388348 = -8096152.761815
  nChanged 2
		SP:Iteration 48Q (1458.740000 sec): 3 clusters
  Score: Raw -8099774.843646 + Penalty 3620.388348 = -8096154.455298
  nChanged 3
		SP:Iteration 49Q (1458.870000 sec): 3 clusters
  Score: Raw -8099776.831195 + Penalty 3620.388348 = -8096156.442847
  nChanged 3
		SP:Iteration 50Q (1459.000000 sec): 3 clusters
  Score: Raw -8099778.837669 + Penalty 3620.388348 = -8096158.449321
  nChanged 1
		SP:Iteration 51Q (1459.130000 sec): 3 clusters
  Score: Raw -8099779.469953 + Penalty 3620.388348 = -8096159.081605
  nChanged 2
		SP:Iteration 52Q (1459.250000 sec): 3 clusters
  Score: Raw -8099781.087029 + Penalty 3620.388348 = -8096160.698681
  nChanged 1
		SP:Iteration 53Q (1459.380000 sec): 3 clusters
  Score: Raw -8099781.799101 + Penalty 3620.388348 = -8096161.410753
  nChanged 0
		SP:Iteration 54F (1459.560000 sec): 3 clusters
  Score: Raw -8099781.799101 + Penalty 3620.388348 = -8096161.410753
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (54042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1459.940000 sec): 2 clusters
  Score: Raw -6403236.524354 + Penalty 1770.846480 = -6401465.677874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1460.090000 sec): 3 clusters
  Score: Raw -6368856.794597 + Penalty 3541.692960 = -6365315.101637
  nChanged 25366
		SP:Iteration 1F (1460.230000 sec): 3 clusters
  Score: Raw -6383124.436961 + Penalty 3541.692960 = -6379582.744001
  nChanged 2115
		SP:Iteration 2Q (1460.380000 sec): 3 clusters
  Score: Raw -6383739.983681 + Penalty 3541.692960 = -6380198.290721
  nChanged 2199
		SP:Iteration 3Q (1460.530000 sec): 3 clusters
  Score: Raw -6384461.579780 + Penalty 3541.692960 = -6380919.886820
  nChanged 2432
		SP:Iteration 4Q (1460.670000 sec): 3 clusters
  Score: Raw -6385471.516979 + Penalty 3541.692960 = -6381929.824018
  nChanged 2919
		SP:Iteration 5F (1460.820000 sec): 3 clusters
  Score: Raw -6387078.852875 + Penalty 3541.692960 = -6383537.159915
  nChanged 3531
		SP:Iteration 6F (1460.970000 sec): 3 clusters
  Score: Raw -6389451.507472 + Penalty 3541.692960 = -6385909.814512
  nChanged 4069
		SP:Iteration 7F (1461.110000 sec): 3 clusters
  Score: Raw -6392463.318234 + Penalty 3541.692960 = -6388921.625274
  nChanged 4028
		SP:Iteration 8F (1461.250000 sec): 3 clusters
  Score: Raw -6395238.969711 + Penalty 3541.692960 = -6391697.276751
  nChanged 3421
		SP:Iteration 9F (1461.400000 sec): 3 clusters
  Score: Raw -6397075.239751 + Penalty 3541.692960 = -6393533.546791
  nChanged 2588
		SP:Iteration 10Q (1461.550000 sec): 3 clusters
  Score: Raw -6398122.714844 + Penalty 3541.692960 = -6394581.021883
  nChanged 1732
		SP:Iteration 11Q (1461.690000 sec): 3 clusters
  Score: Raw -6398693.064255 + Penalty 3541.692960 = -6395151.371295
  nChanged 1240
		SP:Iteration 12Q (1461.840000 sec): 3 clusters
  Score: Raw -6399058.853263 + Penalty 3541.692960 = -6395517.160303
  nChanged 893
		SP:Iteration 13Q (1461.990000 sec): 3 clusters
  Score: Raw -6399296.476341 + Penalty 3541.692960 = -6395754.783380
  nChanged 789
		SP:Iteration 14Q (1462.140000 sec): 3 clusters
  Score: Raw -6399490.740052 + Penalty 3541.692960 = -6395949.047092
  nChanged 750
		SP:Iteration 15Q (1462.290000 sec): 3 clusters
  Score: Raw -6399664.262149 + Penalty 3541.692960 = -6396122.569189
  nChanged 749
		SP:Iteration 16Q (1462.430000 sec): 3 clusters
  Score: Raw -6399842.712773 + Penalty 3541.692960 = -6396301.019812
  nChanged 784
		SP:Iteration 17Q (1462.580000 sec): 3 clusters
  Score: Raw -6400047.483271 + Penalty 3541.692960 = -6396505.790311
  nChanged 828
		SP:Iteration 18Q (1462.730000 sec): 3 clusters
  Score: Raw -6400291.221771 + Penalty 3541.692960 = -6396749.528810
  nChanged 803
		SP:Iteration 19Q (1462.870000 sec): 3 clusters
  Score: Raw -6400529.017901 + Penalty 3541.692960 = -6396987.324941
  nChanged 814
		SP:Iteration 20F (1463.010000 sec): 3 clusters
  Score: Raw -6400778.968490 + Penalty 3541.692960 = -6397237.275530
  nChanged 802
		SP:Iteration 21Q (1463.160000 sec): 3 clusters
  Score: Raw -6401037.358025 + Penalty 3541.692960 = -6397495.665064
  nChanged 780
		SP:Iteration 22Q (1463.310000 sec): 3 clusters
  Score: Raw -6401288.654929 + Penalty 3541.692960 = -6397746.961969
  nChanged 743
		SP:Iteration 23Q (1463.460000 sec): 3 clusters
  Score: Raw -6401542.544239 + Penalty 3541.692960 = -6398000.851279
  nChanged 712
		SP:Iteration 24Q (1463.610000 sec): 3 clusters
  Score: Raw -6401799.627205 + Penalty 3541.692960 = -6398257.934245
  nChanged 647
		SP:Iteration 25Q (1463.750000 sec): 3 clusters
  Score: Raw -6402028.027946 + Penalty 3541.692960 = -6398486.334985
  nChanged 613
		SP:Iteration 26Q (1463.890000 sec): 3 clusters
  Score: Raw -6402255.761982 + Penalty 3541.692960 = -6398714.069022
  nChanged 583
		SP:Iteration 27Q (1464.040000 sec): 3 clusters
  Score: Raw -6402490.751986 + Penalty 3541.692960 = -6398949.059026
  nChanged 526
		SP:Iteration 28Q (1464.180000 sec): 3 clusters
  Score: Raw -6402705.439598 + Penalty 3541.692960 = -6399163.746638
  nChanged 470
		SP:Iteration 29Q (1464.320000 sec): 3 clusters
  Score: Raw -6402882.615889 + Penalty 3541.692960 = -6399340.922928
  nChanged 401
		SP:Iteration 30Q (1464.450000 sec): 3 clusters
  Score: Raw -6403043.596999 + Penalty 3541.692960 = -6399501.904038
  nChanged 317
		SP:Iteration 31Q (1464.590000 sec): 3 clusters
  Score: Raw -6403187.016309 + Penalty 3541.692960 = -6399645.323349
  nChanged 271
		SP:Iteration 32Q (1464.720000 sec): 3 clusters
  Score: Raw -6403333.687850 + Penalty 3541.692960 = -6399791.994890
  nChanged 220
		SP:Iteration 33Q (1464.850000 sec): 3 clusters
  Score: Raw -6403470.326569 + Penalty 3541.692960 = -6399928.633609
  nChanged 190
		SP:Iteration 34Q (1464.970000 sec): 3 clusters
  Score: Raw -6403597.045253 + Penalty 3541.692960 = -6400055.352293
  nChanged 184
		SP:Iteration 35Q (1465.090000 sec): 3 clusters
  Score: Raw -6403697.229152 + Penalty 3541.692960 = -6400155.536192
  nChanged 155
		SP:Iteration 36Q (1465.200000 sec): 3 clusters
  Score: Raw -6403768.756734 + Penalty 3541.692960 = -6400227.063773
  nChanged 135
		SP:Iteration 37Q (1465.310000 sec): 3 clusters
  Score: Raw -6403827.047006 + Penalty 3541.692960 = -6400285.354046
  nChanged 101
		SP:Iteration 38Q (1465.430000 sec): 3 clusters
  Score: Raw -6403865.283673 + Penalty 3541.692960 = -6400323.590713
  nChanged 69
		SP:Iteration 39Q (1465.530000 sec): 3 clusters
  Score: Raw -6403883.580039 + Penalty 3541.692960 = -6400341.887078
  nChanged 51
		SP:Iteration 40F (1465.680000 sec): 3 clusters
  Score: Raw -6403898.040961 + Penalty 3541.692960 = -6400356.348001
  nChanged 48
		SP:Iteration 41Q (1465.790000 sec): 3 clusters
  Score: Raw -6403907.347812 + Penalty 3541.692960 = -6400365.654852
  nChanged 31
		SP:Iteration 42Q (1465.900000 sec): 3 clusters
  Score: Raw -6403912.734542 + Penalty 3541.692960 = -6400371.041582
  nChanged 25
		SP:Iteration 43Q (1466.010000 sec): 3 clusters
  Score: Raw -6403916.688895 + Penalty 3541.692960 = -6400374.995935
  nChanged 21
		SP:Iteration 44Q (1466.120000 sec): 3 clusters
  Score: Raw -6403919.820354 + Penalty 3541.692960 = -6400378.127394
  nChanged 12
		SP:Iteration 45Q (1466.230000 sec): 3 clusters
  Score: Raw -6403922.456471 + Penalty 3541.692960 = -6400380.763511
  nChanged 17
		SP:Iteration 46Q (1466.330000 sec): 3 clusters
  Score: Raw -6403927.065757 + Penalty 3541.692960 = -6400385.372797
  nChanged 17
		SP:Iteration 47Q (1466.440000 sec): 3 clusters
  Score: Raw -6403932.447262 + Penalty 3541.692960 = -6400390.754301
  nChanged 20
		SP:Iteration 48Q (1466.550000 sec): 3 clusters
  Score: Raw -6403936.748021 + Penalty 3541.692960 = -6400395.055061
  nChanged 18
		SP:Iteration 49Q (1466.660000 sec): 3 clusters
  Score: Raw -6403940.452774 + Penalty 3541.692960 = -6400398.759813
  nChanged 15
		SP:Iteration 50Q (1466.770000 sec): 3 clusters
  Score: Raw -6403943.169726 + Penalty 3541.692960 = -6400401.476765
  nChanged 9
		SP:Iteration 51Q (1466.870000 sec): 3 clusters
  Score: Raw -6403944.518563 + Penalty 3541.692960 = -6400402.825603
  nChanged 6
		SP:Iteration 52Q (1466.980000 sec): 3 clusters
  Score: Raw -6403945.322827 + Penalty 3541.692960 = -6400403.629867
  nChanged 8
		SP:Iteration 53Q (1467.090000 sec): 3 clusters
  Score: Raw -6403946.583274 + Penalty 3541.692960 = -6400404.890314
  nChanged 2
		SP:Iteration 54Q (1467.200000 sec): 3 clusters
  Score: Raw -6403946.986717 + Penalty 3541.692960 = -6400405.293757
  nChanged 1
		SP:Iteration 55Q (1467.310000 sec): 3 clusters
  Score: Raw -6403947.126732 + Penalty 3541.692960 = -6400405.433772
  nChanged 0
		SP:Iteration 56F (1467.450000 sec): 3 clusters
  Score: Raw -6403947.126732 + Penalty 3541.692960 = -6400405.433772
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (31057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1467.620000 sec): 2 clusters
  Score: Raw -3358960.271352 + Penalty 1680.831670 = -3357279.439682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1467.700000 sec): 3 clusters
  Score: Raw -3339876.560227 + Penalty 3361.663339 = -3336514.896888
  nChanged 14327
		SP:Iteration 1F (1467.790000 sec): 3 clusters
  Score: Raw -3348240.383457 + Penalty 3361.663339 = -3344878.720118
  nChanged 2035
		SP:Iteration 2F (1467.870000 sec): 3 clusters
  Score: Raw -3349451.673171 + Penalty 3361.663339 = -3346090.009832
  nChanged 2130
		SP:Iteration 3F (1467.960000 sec): 3 clusters
  Score: Raw -3350875.690594 + Penalty 3361.663339 = -3347514.027255
  nChanged 2193
		SP:Iteration 4F (1468.040000 sec): 3 clusters
  Score: Raw -3352437.461833 + Penalty 3361.663339 = -3349075.798494
  nChanged 2066
		SP:Iteration 5F (1468.120000 sec): 3 clusters
  Score: Raw -3353946.132495 + Penalty 3361.663339 = -3350584.469156
  nChanged 1861
		SP:Iteration 6F (1468.200000 sec): 3 clusters
  Score: Raw -3355371.251684 + Penalty 3361.663339 = -3352009.588345
  nChanged 1609
		SP:Iteration 7F (1468.280000 sec): 3 clusters
  Score: Raw -3356543.498189 + Penalty 3361.663339 = -3353181.834849
  nChanged 1283
		SP:Iteration 8Q (1468.370000 sec): 3 clusters
  Score: Raw -3357319.555346 + Penalty 3361.663339 = -3353957.892007
  nChanged 988
		SP:Iteration 9Q (1468.450000 sec): 3 clusters
  Score: Raw -3357859.783305 + Penalty 3361.663339 = -3354498.119966
  nChanged 781
		SP:Iteration 10Q (1468.530000 sec): 3 clusters
  Score: Raw -3358286.812334 + Penalty 3361.663339 = -3354925.148995
  nChanged 656
		SP:Iteration 11Q (1468.610000 sec): 3 clusters
  Score: Raw -3358620.702292 + Penalty 3361.663339 = -3355259.038953
  nChanged 565
		SP:Iteration 12Q (1468.690000 sec): 3 clusters
  Score: Raw -3358880.992992 + Penalty 3361.663339 = -3355519.329652
  nChanged 497
		SP:Iteration 13Q (1468.760000 sec): 3 clusters
  Score: Raw -3359102.277348 + Penalty 3361.663339 = -3355740.614009
  nChanged 432
		SP:Iteration 14Q (1468.840000 sec): 3 clusters
  Score: Raw -3359272.855415 + Penalty 3361.663339 = -3355911.192076
  nChanged 385
		SP:Iteration 15Q (1468.920000 sec): 3 clusters
  Score: Raw -3359418.291322 + Penalty 3361.663339 = -3356056.627983
  nChanged 344
		SP:Iteration 16Q (1468.990000 sec): 3 clusters
  Score: Raw -3359537.038366 + Penalty 3361.663339 = -3356175.375027
  nChanged 295
		SP:Iteration 17Q (1469.060000 sec): 3 clusters
  Score: Raw -3359628.089693 + Penalty 3361.663339 = -3356266.426354
  nChanged 264
		SP:Iteration 18Q (1469.140000 sec): 3 clusters
  Score: Raw -3359702.889006 + Penalty 3361.663339 = -3356341.225667
  nChanged 256
		SP:Iteration 19Q (1469.210000 sec): 3 clusters
  Score: Raw -3359774.694815 + Penalty 3361.663339 = -3356413.031476
  nChanged 214
		SP:Iteration 20F (1469.290000 sec): 3 clusters
  Score: Raw -3359829.885268 + Penalty 3361.663339 = -3356468.221929
  nChanged 196
		SP:Iteration 21Q (1469.360000 sec): 3 clusters
  Score: Raw -3359879.630295 + Penalty 3361.663339 = -3356517.966956
  nChanged 194
		SP:Iteration 22Q (1469.430000 sec): 3 clusters
  Score: Raw -3359929.201465 + Penalty 3361.663339 = -3356567.538126
  nChanged 182
		SP:Iteration 23Q (1469.500000 sec): 3 clusters
  Score: Raw -3359978.569706 + Penalty 3361.663339 = -3356616.906367
  nChanged 166
		SP:Iteration 24Q (1469.580000 sec): 3 clusters
  Score: Raw -3360027.354721 + Penalty 3361.663339 = -3356665.691382
  nChanged 163
		SP:Iteration 25Q (1469.640000 sec): 3 clusters
  Score: Raw -3360089.399597 + Penalty 3361.663339 = -3356727.736258
  nChanged 157
		SP:Iteration 26Q (1469.720000 sec): 3 clusters
  Score: Raw -3360173.385909 + Penalty 3361.663339 = -3356811.722570
  nChanged 169
		SP:Iteration 27Q (1469.780000 sec): 3 clusters
  Score: Raw -3360272.983244 + Penalty 3361.663339 = -3356911.319905
  nChanged 177
		SP:Iteration 28Q (1469.850000 sec): 3 clusters
  Score: Raw -3360392.510434 + Penalty 3361.663339 = -3357030.847095
  nChanged 158
		SP:Iteration 29Q (1469.920000 sec): 3 clusters
  Score: Raw -3360506.284756 + Penalty 3361.663339 = -3357144.621417
  nChanged 164
		SP:Iteration 30Q (1469.980000 sec): 3 clusters
  Score: Raw -3360598.912618 + Penalty 3361.663339 = -3357237.249279
  nChanged 134
		SP:Iteration 31Q (1470.050000 sec): 3 clusters
  Score: Raw -3360660.907613 + Penalty 3361.663339 = -3357299.244274
  nChanged 114
		SP:Iteration 32Q (1470.120000 sec): 3 clusters
  Score: Raw -3360706.639442 + Penalty 3361.663339 = -3357344.976103
  nChanged 90
		SP:Iteration 33Q (1470.180000 sec): 3 clusters
  Score: Raw -3360741.438037 + Penalty 3361.663339 = -3357379.774698
  nChanged 84
		SP:Iteration 34Q (1470.240000 sec): 3 clusters
  Score: Raw -3360765.979741 + Penalty 3361.663339 = -3357404.316402
  nChanged 54
		SP:Iteration 35Q (1470.310000 sec): 3 clusters
  Score: Raw -3360778.881568 + Penalty 3361.663339 = -3357417.218229
  nChanged 52
		SP:Iteration 36Q (1470.370000 sec): 3 clusters
  Score: Raw -3360790.712163 + Penalty 3361.663339 = -3357429.048824
  nChanged 43
		SP:Iteration 37Q (1470.440000 sec): 3 clusters
  Score: Raw -3360798.117974 + Penalty 3361.663339 = -3357436.454635
  nChanged 41
		SP:Iteration 38Q (1470.500000 sec): 3 clusters
  Score: Raw -3360805.364674 + Penalty 3361.663339 = -3357443.701335
  nChanged 30
		SP:Iteration 39Q (1470.560000 sec): 3 clusters
  Score: Raw -3360810.659136 + Penalty 3361.663339 = -3357448.995797
  nChanged 26
		SP:Iteration 40F (1470.650000 sec): 3 clusters
  Score: Raw -3360814.205322 + Penalty 3361.663339 = -3357452.541983
  nChanged 16
		SP:Iteration 41Q (1470.710000 sec): 3 clusters
  Score: Raw -3360816.457033 + Penalty 3361.663339 = -3357454.793694
  nChanged 17
		SP:Iteration 42Q (1470.780000 sec): 3 clusters
  Score: Raw -3360819.236417 + Penalty 3361.663339 = -3357457.573078
  nChanged 12
		SP:Iteration 43Q (1470.840000 sec): 3 clusters
  Score: Raw -3360821.426760 + Penalty 3361.663339 = -3357459.763420
  nChanged 10
		SP:Iteration 44Q (1470.900000 sec): 3 clusters
  Score: Raw -3360822.818315 + Penalty 3361.663339 = -3357461.154976
  nChanged 7
		SP:Iteration 45Q (1470.970000 sec): 3 clusters
  Score: Raw -3360823.860091 + Penalty 3361.663339 = -3357462.196752
  nChanged 8
		SP:Iteration 46Q (1471.030000 sec): 3 clusters
  Score: Raw -3360825.124245 + Penalty 3361.663339 = -3357463.460906
  nChanged 8
		SP:Iteration 47Q (1471.100000 sec): 3 clusters
  Score: Raw -3360826.428564 + Penalty 3361.663339 = -3357464.765225
  nChanged 9
		SP:Iteration 48Q (1471.160000 sec): 3 clusters
  Score: Raw -3360827.522635 + Penalty 3361.663339 = -3357465.859296
  nChanged 8
		SP:Iteration 49Q (1471.220000 sec): 3 clusters
  Score: Raw -3360828.618796 + Penalty 3361.663339 = -3357466.955457
  nChanged 15
		SP:Iteration 50Q (1471.280000 sec): 3 clusters
  Score: Raw -3360830.296938 + Penalty 3361.663339 = -3357468.633599
  nChanged 6
		SP:Iteration 51Q (1471.340000 sec): 3 clusters
  Score: Raw -3360831.333178 + Penalty 3361.663339 = -3357469.669839
  nChanged 5
		SP:Iteration 52Q (1471.400000 sec): 3 clusters
  Score: Raw -3360831.826132 + Penalty 3361.663339 = -3357470.162793
  nChanged 5
		SP:Iteration 53Q (1471.470000 sec): 3 clusters
  Score: Raw -3360832.230879 + Penalty 3361.663339 = -3357470.567540
  nChanged 4
		SP:Iteration 54Q (1471.530000 sec): 3 clusters
  Score: Raw -3360832.608119 + Penalty 3361.663339 = -3357470.944780
  nChanged 5
		SP:Iteration 55Q (1471.590000 sec): 3 clusters
  Score: Raw -3360833.316438 + Penalty 3361.663339 = -3357471.653099
  nChanged 3
		SP:Iteration 56Q (1471.650000 sec): 3 clusters
  Score: Raw -3360833.688706 + Penalty 3361.663339 = -3357472.025367
  nChanged 5
		SP:Iteration 57Q (1471.710000 sec): 3 clusters
  Score: Raw -3360834.061356 + Penalty 3361.663339 = -3357472.398017
  nChanged 1
		SP:Iteration 58Q (1471.770000 sec): 3 clusters
  Score: Raw -3360834.088212 + Penalty 3361.663339 = -3357472.424873
  nChanged 2
		SP:Iteration 59Q (1471.840000 sec): 3 clusters
  Score: Raw -3360834.251214 + Penalty 3361.663339 = -3357472.587875
  nChanged 2
		SP:Iteration 60F (1471.910000 sec): 3 clusters
  Score: Raw -3360834.461309 + Penalty 3361.663339 = -3357472.797970
  nChanged 1
		SP:Iteration 61Q (1471.980000 sec): 3 clusters
  Score: Raw -3360834.506594 + Penalty 3361.663339 = -3357472.843255
  nChanged 1
		SP:Iteration 62Q (1472.040000 sec): 3 clusters
  Score: Raw -3360834.654933 + Penalty 3361.663339 = -3357472.991594
  nChanged 0
		SP:Iteration 63F (1472.120000 sec): 3 clusters
  Score: Raw -3360834.654933 + Penalty 3361.663339 = -3357472.991594
  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 12.42 GB.

 Trying to split cluster 5 (3081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1472.160000 sec): 2 clusters
  Score: Raw -276938.005568 + Penalty 1305.364044 = -275632.641524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1472.170000 sec): 3 clusters
  Score: Raw -275637.260312 + Penalty 2610.728087 = -273026.532225
  nChanged 1242
		SP:Iteration 1F (1472.170000 sec): 3 clusters
  Score: Raw -277770.082569 + Penalty 2610.728087 = -275159.354482
  nChanged 555
		SP:Iteration 2F (1472.180000 sec): 3 clusters
  Score: Raw -279396.765247 + Penalty 2610.728087 = -276786.037160
  nChanged 338
		SP:Iteration 3F (1472.190000 sec): 3 clusters
  Score: Raw -280454.524096 + Penalty 2610.728087 = -277843.796009
  nChanged 201
		SP:Iteration 4F (1472.190000 sec): 3 clusters
  Score: Raw -280903.389922 + Penalty 2610.728087 = -278292.661835
  nChanged 116
		SP:Iteration 5Q (1472.200000 sec): 3 clusters
  Score: Raw -281169.444714 + Penalty 2610.728087 = -278558.716627
  nChanged 83
		SP:Iteration 6Q (1472.210000 sec): 3 clusters
  Score: Raw -281293.238922 + Penalty 2610.728087 = -278682.510835
  nChanged 67
		SP:Iteration 7Q (1472.210000 sec): 3 clusters
  Score: Raw -281352.481842 + Penalty 2610.728087 = -278741.753755
  nChanged 56
		SP:Iteration 8Q (1472.220000 sec): 3 clusters
  Score: Raw -281415.500386 + Penalty 2610.728087 = -278804.772299
  nChanged 57
		SP:Iteration 9Q (1472.230000 sec): 3 clusters
  Score: Raw -281477.730313 + Penalty 2610.728087 = -278867.002226
  nChanged 41
		SP:Iteration 10Q (1472.230000 sec): 3 clusters
  Score: Raw -281510.180163 + Penalty 2610.728087 = -278899.452076
  nChanged 31
		SP:Iteration 11Q (1472.240000 sec): 3 clusters
  Score: Raw -281532.489382 + Penalty 2610.728087 = -278921.761295
  nChanged 21
		SP:Iteration 12Q (1472.250000 sec): 3 clusters
  Score: Raw -281547.715364 + Penalty 2610.728087 = -278936.987276
  nChanged 20
		SP:Iteration 13Q (1472.250000 sec): 3 clusters
  Score: Raw -281567.704996 + Penalty 2610.728087 = -278956.976909
  nChanged 27
		SP:Iteration 14Q (1472.260000 sec): 3 clusters
  Score: Raw -281590.484389 + Penalty 2610.728087 = -278979.756302
  nChanged 25
		SP:Iteration 15Q (1472.260000 sec): 3 clusters
  Score: Raw -281608.008151 + Penalty 2610.728087 = -278997.280063
  nChanged 15
		SP:Iteration 16Q (1472.270000 sec): 3 clusters
  Score: Raw -281615.424823 + Penalty 2610.728087 = -279004.696736
  nChanged 11
		SP:Iteration 17Q (1472.270000 sec): 3 clusters
  Score: Raw -281620.396667 + Penalty 2610.728087 = -279009.668580
  nChanged 11
		SP:Iteration 18Q (1472.280000 sec): 3 clusters
  Score: Raw -281625.103677 + Penalty 2610.728087 = -279014.375590
  nChanged 11
		SP:Iteration 19Q (1472.290000 sec): 3 clusters
  Score: Raw -281630.494495 + Penalty 2610.728087 = -279019.766408
  nChanged 13
		SP:Iteration 20F (1472.290000 sec): 3 clusters
  Score: Raw -281636.726303 + Penalty 2610.728087 = -279025.998216
  nChanged 11
		SP:Iteration 21Q (1472.300000 sec): 3 clusters
  Score: Raw -281648.680345 + Penalty 2610.728087 = -279037.952258
  nChanged 18
		SP:Iteration 22Q (1472.310000 sec): 3 clusters
  Score: Raw -281667.478678 + Penalty 2610.728087 = -279056.750591
  nChanged 19
		SP:Iteration 23Q (1472.310000 sec): 3 clusters
  Score: Raw -281686.071934 + Penalty 2610.728087 = -279075.343847
  nChanged 25
		SP:Iteration 24Q (1472.320000 sec): 3 clusters
  Score: Raw -281714.738984 + Penalty 2610.728087 = -279104.010897
  nChanged 21
		SP:Iteration 25Q (1472.330000 sec): 3 clusters
  Score: Raw -281747.185710 + Penalty 2610.728087 = -279136.457623
  nChanged 24
		SP:Iteration 26Q (1472.330000 sec): 3 clusters
  Score: Raw -281835.747757 + Penalty 2610.728087 = -279225.019670
  nChanged 37
		SP:Iteration 27Q (1472.330000 sec): 3 clusters
  Score: Raw -282029.993136 + Penalty 2610.728087 = -279419.265049
  nChanged 36
		SP:Iteration 28Q (1472.340000 sec): 3 clusters
  Score: Raw -282106.757098 + Penalty 2610.728087 = -279496.029011
  nChanged 20
		SP:Iteration 29Q (1472.350000 sec): 3 clusters
  Score: Raw -282122.529471 + Penalty 2610.728087 = -279511.801384
  nChanged 10
		SP:Iteration 30Q (1472.350000 sec): 3 clusters
  Score: Raw -282128.608380 + Penalty 2610.728087 = -279517.880293
  nChanged 4
		SP:Iteration 31Q (1472.360000 sec): 3 clusters
  Score: Raw -282129.856774 + Penalty 2610.728087 = -279519.128687
  nChanged 1
		SP:Iteration 32Q (1472.370000 sec): 3 clusters
  Score: Raw -282130.233005 + Penalty 2610.728087 = -279519.504918
  nChanged 0
		SP:Iteration 33F (1472.370000 sec): 3 clusters
  Score: Raw -282130.233005 + Penalty 2610.728087 = -279519.504918
  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 12.42 GB.

 Trying to split cluster 6 (5960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1472.400000 sec): 2 clusters
  Score: Raw -672156.741431 + Penalty 1412.584186 = -670744.157245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1472.420000 sec): 3 clusters
  Score: Raw -668996.703151 + Penalty 2825.168372 = -666171.534779
  nChanged 2491
		SP:Iteration 1F (1472.440000 sec): 3 clusters
  Score: Raw -670609.490462 + Penalty 2825.168372 = -667784.322090
  nChanged 580
		SP:Iteration 2F (1472.460000 sec): 3 clusters
  Score: Raw -671232.042226 + Penalty 2825.168372 = -668406.873854
  nChanged 583
		SP:Iteration 3F (1472.490000 sec): 3 clusters
  Score: Raw -671881.473736 + Penalty 2825.168372 = -669056.305364
  nChanged 512
		SP:Iteration 4F (1472.510000 sec): 3 clusters
  Score: Raw -672378.184991 + Penalty 2825.168372 = -669553.016619
  nChanged 323
		SP:Iteration 5F (1472.530000 sec): 3 clusters
  Score: Raw -672644.915736 + Penalty 2825.168372 = -669819.747363
  nChanged 234
		SP:Iteration 6Q (1472.550000 sec): 3 clusters
  Score: Raw -672818.040308 + Penalty 2825.168372 = -669992.871935
  nChanged 173
		SP:Iteration 7Q (1472.560000 sec): 3 clusters
  Score: Raw -672937.594128 + Penalty 2825.168372 = -670112.425756
  nChanged 121
		SP:Iteration 8Q (1472.570000 sec): 3 clusters
  Score: Raw -673017.436867 + Penalty 2825.168372 = -670192.268495
  nChanged 102
		SP:Iteration 9Q (1472.590000 sec): 3 clusters
  Score: Raw -673103.142005 + Penalty 2825.168372 = -670277.973633
  nChanged 90
		SP:Iteration 10Q (1472.610000 sec): 3 clusters
  Score: Raw -673199.998120 + Penalty 2825.168372 = -670374.829748
  nChanged 91
		SP:Iteration 11Q (1472.630000 sec): 3 clusters
  Score: Raw -673330.339122 + Penalty 2825.168372 = -670505.170750
  nChanged 98
		SP:Iteration 12Q (1472.650000 sec): 3 clusters
  Score: Raw -673453.432033 + Penalty 2825.168372 = -670628.263661
  nChanged 90
		SP:Iteration 13Q (1472.670000 sec): 3 clusters
  Score: Raw -673539.916628 + Penalty 2825.168372 = -670714.748256
  nChanged 78
		SP:Iteration 14Q (1472.690000 sec): 3 clusters
  Score: Raw -673594.033370 + Penalty 2825.168372 = -670768.864998
  nChanged 72
		SP:Iteration 15Q (1472.700000 sec): 3 clusters
  Score: Raw -673641.964650 + Penalty 2825.168372 = -670816.796278
  nChanged 56
		SP:Iteration 16Q (1472.710000 sec): 3 clusters
  Score: Raw -673672.974983 + Penalty 2825.168372 = -670847.806611
  nChanged 38
		SP:Iteration 17Q (1472.730000 sec): 3 clusters
  Score: Raw -673698.792650 + Penalty 2825.168372 = -670873.624278
  nChanged 35
		SP:Iteration 18Q (1472.740000 sec): 3 clusters
  Score: Raw -673722.273854 + Penalty 2825.168372 = -670897.105482
  nChanged 34
		SP:Iteration 19Q (1472.750000 sec): 3 clusters
  Score: Raw -673743.800420 + Penalty 2825.168372 = -670918.632048
  nChanged 28
		SP:Iteration 20F (1472.770000 sec): 3 clusters
  Score: Raw -673757.133949 + Penalty 2825.168372 = -670931.965577
  nChanged 15
		SP:Iteration 21Q (1472.780000 sec): 3 clusters
  Score: Raw -673763.598657 + Penalty 2825.168372 = -670938.430285
  nChanged 16
		SP:Iteration 22Q (1472.790000 sec): 3 clusters
  Score: Raw -673768.973866 + Penalty 2825.168372 = -670943.805494
  nChanged 12
		SP:Iteration 23Q (1472.800000 sec): 3 clusters
  Score: Raw -673772.615469 + Penalty 2825.168372 = -670947.447097
  nChanged 15
		SP:Iteration 24Q (1472.810000 sec): 3 clusters
  Score: Raw -673781.435592 + Penalty 2825.168372 = -670956.267220
  nChanged 17
		SP:Iteration 25Q (1472.830000 sec): 3 clusters
  Score: Raw -673790.123764 + Penalty 2825.168372 = -670964.955392
  nChanged 16
		SP:Iteration 26Q (1472.840000 sec): 3 clusters
  Score: Raw -673801.938786 + Penalty 2825.168372 = -670976.770414
  nChanged 26
		SP:Iteration 27Q (1472.850000 sec): 3 clusters
  Score: Raw -673817.006873 + Penalty 2825.168372 = -670991.838501
  nChanged 19
		SP:Iteration 28Q (1472.860000 sec): 3 clusters
  Score: Raw -673825.469015 + Penalty 2825.168372 = -671000.300643
  nChanged 19
		SP:Iteration 29Q (1472.870000 sec): 3 clusters
  Score: Raw -673832.053623 + Penalty 2825.168372 = -671006.885251
  nChanged 11
		SP:Iteration 30Q (1472.890000 sec): 3 clusters
  Score: Raw -673835.702550 + Penalty 2825.168372 = -671010.534178
  nChanged 7
		SP:Iteration 31Q (1472.900000 sec): 3 clusters
  Score: Raw -673838.664128 + Penalty 2825.168372 = -671013.495756
  nChanged 9
		SP:Iteration 32Q (1472.910000 sec): 3 clusters
  Score: Raw -673841.188521 + Penalty 2825.168372 = -671016.020149
  nChanged 8
		SP:Iteration 33Q (1472.920000 sec): 3 clusters
  Score: Raw -673842.726986 + Penalty 2825.168372 = -671017.558614
  nChanged 1
		SP:Iteration 34Q (1472.930000 sec): 3 clusters
  Score: Raw -673842.937465 + Penalty 2825.168372 = -671017.769093
  nChanged 0
		SP:Iteration 35F (1472.950000 sec): 3 clusters
  Score: Raw -673842.937465 + Penalty 2825.168372 = -671017.769093
  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 12.42 GB.

 Trying to split cluster 7 (114066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1473.910000 sec): 2 clusters
  Score: Raw -13354959.701454 + Penalty 1892.236532 = -13353067.464921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1474.210000 sec): 3 clusters
  Score: Raw -13280358.284679 + Penalty 3784.473065 = -13276573.811615
  nChanged 54897
		SP:Iteration 1F (1474.510000 sec): 3 clusters
  Score: Raw -13312010.896172 + Penalty 3784.473065 = -13308226.423107
  nChanged 4338
		SP:Iteration 2Q (1474.820000 sec): 3 clusters
  Score: Raw -13313340.778465 + Penalty 3784.473065 = -13309556.305400
  nChanged 5167
		SP:Iteration 3Q (1475.120000 sec): 3 clusters
  Score: Raw -13315395.564165 + Penalty 3784.473065 = -13311611.091100
  nChanged 6163
		SP:Iteration 4F (1475.420000 sec): 3 clusters
  Score: Raw -13318321.683992 + Penalty 3784.473065 = -13314537.210927
  nChanged 7120
		SP:Iteration 5F (1475.720000 sec): 3 clusters
  Score: Raw -13321995.007004 + Penalty 3784.473065 = -13318210.533940
  nChanged 7336
		SP:Iteration 6F (1476.010000 sec): 3 clusters
  Score: Raw -13325994.107284 + Penalty 3784.473065 = -13322209.634219
  nChanged 7204
		SP:Iteration 7F (1476.310000 sec): 3 clusters
  Score: Raw -13329817.838067 + Penalty 3784.473065 = -13326033.365002
  nChanged 6506
		SP:Iteration 8F (1476.610000 sec): 3 clusters
  Score: Raw -13333180.304762 + Penalty 3784.473065 = -13329395.831698
  nChanged 5668
		SP:Iteration 9Q (1476.910000 sec): 3 clusters
  Score: Raw -13336034.762780 + Penalty 3784.473065 = -13332250.289715
  nChanged 4870
		SP:Iteration 10Q (1477.210000 sec): 3 clusters
  Score: Raw -13338547.041761 + Penalty 3784.473065 = -13334762.568696
  nChanged 4211
		SP:Iteration 11Q (1477.510000 sec): 3 clusters
  Score: Raw -13340876.351876 + Penalty 3784.473065 = -13337091.878811
  nChanged 3748
		SP:Iteration 12Q (1477.810000 sec): 3 clusters
  Score: Raw -13343218.425130 + Penalty 3784.473065 = -13339433.952066
  nChanged 3369
		SP:Iteration 13Q (1478.120000 sec): 3 clusters
  Score: Raw -13345424.362554 + Penalty 3784.473065 = -13341639.889489
  nChanged 2875
		SP:Iteration 14Q (1478.410000 sec): 3 clusters
  Score: Raw -13347292.232169 + Penalty 3784.473065 = -13343507.759104
  nChanged 2459
		SP:Iteration 15Q (1478.690000 sec): 3 clusters
  Score: Raw -13348878.648907 + Penalty 3784.473065 = -13345094.175842
  nChanged 2035
		SP:Iteration 16Q (1478.960000 sec): 3 clusters
  Score: Raw -13350263.262454 + Penalty 3784.473065 = -13346478.789389
  nChanged 1721
		SP:Iteration 17Q (1479.230000 sec): 3 clusters
  Score: Raw -13351508.705172 + Penalty 3784.473065 = -13347724.232107
  nChanged 1489
		SP:Iteration 18Q (1479.480000 sec): 3 clusters
  Score: Raw -13352658.156293 + Penalty 3784.473065 = -13348873.683228
  nChanged 1266
		SP:Iteration 19Q (1479.730000 sec): 3 clusters
  Score: Raw -13353456.070828 + Penalty 3784.473065 = -13349671.597764
  nChanged 1109
		SP:Iteration 20F (1480.030000 sec): 3 clusters
  Score: Raw -13354086.595336 + Penalty 3784.473065 = -13350302.122271
  nChanged 1029
		SP:Iteration 21Q (1480.270000 sec): 3 clusters
  Score: Raw -13354595.804199 + Penalty 3784.473065 = -13350811.331135
  nChanged 1000
		SP:Iteration 22Q (1480.510000 sec): 3 clusters
  Score: Raw -13355054.181863 + Penalty 3784.473065 = -13351269.708798
  nChanged 957
		SP:Iteration 23Q (1480.740000 sec): 3 clusters
  Score: Raw -13355471.884399 + Penalty 3784.473065 = -13351687.411334
  nChanged 886
		SP:Iteration 24Q (1480.980000 sec): 3 clusters
  Score: Raw -13355827.030880 + Penalty 3784.473065 = -13352042.557815
  nChanged 824
		SP:Iteration 25Q (1481.220000 sec): 3 clusters
  Score: Raw -13356150.440137 + Penalty 3784.473065 = -13352365.967072
  nChanged 795
		SP:Iteration 26Q (1481.450000 sec): 3 clusters
  Score: Raw -13356454.727213 + Penalty 3784.473065 = -13352670.254148
  nChanged 804
		SP:Iteration 27Q (1481.680000 sec): 3 clusters
  Score: Raw -13356719.615371 + Penalty 3784.473065 = -13352935.142306
  nChanged 715
		SP:Iteration 28Q (1481.920000 sec): 3 clusters
  Score: Raw -13356932.731443 + Penalty 3784.473065 = -13353148.258378
  nChanged 601
		SP:Iteration 29Q (1482.150000 sec): 3 clusters
  Score: Raw -13357083.130906 + Penalty 3784.473065 = -13353298.657841
  nChanged 502
		SP:Iteration 30Q (1482.380000 sec): 3 clusters
  Score: Raw -13357199.070769 + Penalty 3784.473065 = -13353414.597704
  nChanged 435
		SP:Iteration 31Q (1482.610000 sec): 3 clusters
  Score: Raw -13357290.739703 + Penalty 3784.473065 = -13353506.266639
  nChanged 404
		SP:Iteration 32Q (1482.850000 sec): 3 clusters
  Score: Raw -13357364.630336 + Penalty 3784.473065 = -13353580.157271
  nChanged 325
		SP:Iteration 33Q (1483.080000 sec): 3 clusters
  Score: Raw -13357419.903836 + Penalty 3784.473065 = -13353635.430771
  nChanged 269
		SP:Iteration 34Q (1483.310000 sec): 3 clusters
  Score: Raw -13357459.361954 + Penalty 3784.473065 = -13353674.888889
  nChanged 228
		SP:Iteration 35Q (1483.550000 sec): 3 clusters
  Score: Raw -13357486.816648 + Penalty 3784.473065 = -13353702.343584
  nChanged 204
		SP:Iteration 36Q (1483.780000 sec): 3 clusters
  Score: Raw -13357511.915398 + Penalty 3784.473065 = -13353727.442333
  nChanged 175
		SP:Iteration 37Q (1484.040000 sec): 3 clusters
  Score: Raw -13357530.454948 + Penalty 3784.473065 = -13353745.981883
  nChanged 158
		SP:Iteration 38Q (1484.280000 sec): 3 clusters
  Score: Raw -13357545.748416 + Penalty 3784.473065 = -13353761.275351
  nChanged 124
		SP:Iteration 39Q (1484.520000 sec): 3 clusters
  Score: Raw -13357556.748355 + Penalty 3784.473065 = -13353772.275290
  nChanged 111
		SP:Iteration 40F (1484.810000 sec): 3 clusters
  Score: Raw -13357576.328528 + Penalty 3784.473065 = -13353791.855463
  nChanged 104
		SP:Iteration 41Q (1485.040000 sec): 3 clusters
  Score: Raw -13357583.716395 + Penalty 3784.473065 = -13353799.243330
  nChanged 80
		SP:Iteration 42Q (1485.280000 sec): 3 clusters
  Score: Raw -13357588.644798 + Penalty 3784.473065 = -13353804.171733
  nChanged 69
		SP:Iteration 43Q (1485.520000 sec): 3 clusters
  Score: Raw -13357592.111163 + Penalty 3784.473065 = -13353807.638098
  nChanged 48
		SP:Iteration 44Q (1485.760000 sec): 3 clusters
  Score: Raw -13357593.864661 + Penalty 3784.473065 = -13353809.391596
  nChanged 32
		SP:Iteration 45Q (1485.990000 sec): 3 clusters
  Score: Raw -13357594.676742 + Penalty 3784.473065 = -13353810.203678
  nChanged 25
		SP:Iteration 46Q (1486.230000 sec): 3 clusters
  Score: Raw -13357595.475930 + Penalty 3784.473065 = -13353811.002865
  nChanged 18
		SP:Iteration 47Q (1486.470000 sec): 3 clusters
  Score: Raw -13357595.953496 + Penalty 3784.473065 = -13353811.480431
  nChanged 15
		SP:Iteration 48Q (1486.700000 sec): 3 clusters
  Score: Raw -13357596.360425 + Penalty 3784.473065 = -13353811.887360
  nChanged 19
		SP:Iteration 49Q (1486.940000 sec): 3 clusters
  Score: Raw -13357596.885551 + Penalty 3784.473065 = -13353812.412486
  nChanged 14
		SP:Iteration 50Q (1487.170000 sec): 3 clusters
  Score: Raw -13357597.216535 + Penalty 3784.473065 = -13353812.743470
  nChanged 11
		SP:Iteration 51Q (1487.410000 sec): 3 clusters
  Score: Raw -13357597.442773 + Penalty 3784.473065 = -13353812.969708
  nChanged 8
		SP:Iteration 52Q (1487.640000 sec): 3 clusters
  Score: Raw -13357597.566230 + Penalty 3784.473065 = -13353813.093165
  nChanged 2
		SP:Iteration 53Q (1487.880000 sec): 3 clusters
  Score: Raw -13357597.606623 + Penalty 3784.473065 = -13353813.133558
  nChanged 0
		SP:Iteration 54F (1488.170000 sec): 3 clusters
  Score: Raw -13357597.606623 + Penalty 3784.473065 = -13353813.133558
  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 12.42 GB.

 Trying to split cluster 8 (3730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1488.270000 sec): 2 clusters
  Score: Raw -371111.271238 + Penalty 1336.426571 = -369774.844667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1488.280000 sec): 3 clusters
  Score: Raw -369288.869851 + Penalty 2672.853142 = -366616.016710
  nChanged 1510
		SP:Iteration 1F (1488.290000 sec): 3 clusters
  Score: Raw -370881.040476 + Penalty 2672.853142 = -368208.187335
  nChanged 561
		SP:Iteration 2F (1488.300000 sec): 3 clusters
  Score: Raw -371877.419617 + Penalty 2672.853142 = -369204.566475
  nChanged 413
		SP:Iteration 3F (1488.310000 sec): 3 clusters
  Score: Raw -372471.390896 + Penalty 2672.853142 = -369798.537754
  nChanged 281
		SP:Iteration 4F (1488.320000 sec): 3 clusters
  Score: Raw -372901.054563 + Penalty 2672.853142 = -370228.201421
  nChanged 185
		SP:Iteration 5Q (1488.320000 sec): 3 clusters
  Score: Raw -373355.911107 + Penalty 2672.853142 = -370683.057965
  nChanged 131
		SP:Iteration 6Q (1488.330000 sec): 3 clusters
  Score: Raw -373644.917731 + Penalty 2672.853142 = -370972.064589
  nChanged 63
		SP:Iteration 7Q (1488.340000 sec): 3 clusters
  Score: Raw -373676.631464 + Penalty 2672.853142 = -371003.778323
  nChanged 18
		SP:Iteration 8Q (1488.350000 sec): 3 clusters
  Score: Raw -373683.264023 + Penalty 2672.853142 = -371010.410881
  nChanged 4
		SP:Iteration 9Q (1488.360000 sec): 3 clusters
  Score: Raw -373684.166428 + Penalty 2672.853142 = -371011.313287
  nChanged 2
		SP:Iteration 10Q (1488.370000 sec): 3 clusters
  Score: Raw -373684.942482 + Penalty 2672.853142 = -371012.089341
  nChanged 2
		SP:Iteration 11Q (1488.380000 sec): 3 clusters
  Score: Raw -373685.401414 + Penalty 2672.853142 = -371012.548273
  nChanged 1
		SP:Iteration 12Q (1488.380000 sec): 3 clusters
  Score: Raw -373685.590744 + Penalty 2672.853142 = -371012.737602
  nChanged 0
		SP:Iteration 13F (1488.390000 sec): 3 clusters
  Score: Raw -373685.590744 + Penalty 2672.853142 = -371012.737602
  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 12.42 GB.

 Trying to split cluster 9 (35213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1488.510000 sec): 2 clusters
  Score: Raw -4039592.227564 + Penalty 1701.240224 = -4037890.987340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1488.600000 sec): 3 clusters
  Score: Raw -4017530.642529 + Penalty 3402.480449 = -4014128.162080
  nChanged 16324
		SP:Iteration 1F (1488.700000 sec): 3 clusters
  Score: Raw -4027082.427362 + Penalty 3402.480449 = -4023679.946913
  nChanged 1796
		SP:Iteration 2F (1488.790000 sec): 3 clusters
  Score: Raw -4027901.629052 + Penalty 3402.480449 = -4024499.148604
  nChanged 1991
		SP:Iteration 3F (1488.880000 sec): 3 clusters
  Score: Raw -4028912.847706 + Penalty 3402.480449 = -4025510.367257
  nChanged 2190
		SP:Iteration 4F (1488.970000 sec): 3 clusters
  Score: Raw -4030147.660894 + Penalty 3402.480449 = -4026745.180445
  nChanged 2336
		SP:Iteration 5F (1489.060000 sec): 3 clusters
  Score: Raw -4031558.193802 + Penalty 3402.480449 = -4028155.713353
  nChanged 2273
		SP:Iteration 6F (1489.150000 sec): 3 clusters
  Score: Raw -4032945.429426 + Penalty 3402.480449 = -4029542.948977
  nChanged 2099
		SP:Iteration 7F (1489.240000 sec): 3 clusters
  Score: Raw -4034147.058492 + Penalty 3402.480449 = -4030744.578043
  nChanged 1780
		SP:Iteration 8F (1489.330000 sec): 3 clusters
  Score: Raw -4035083.917050 + Penalty 3402.480449 = -4031681.436601
  nChanged 1443
		SP:Iteration 9Q (1489.420000 sec): 3 clusters
  Score: Raw -4035807.307215 + Penalty 3402.480449 = -4032404.826766
  nChanged 1233
		SP:Iteration 10Q (1489.510000 sec): 3 clusters
  Score: Raw -4036423.318999 + Penalty 3402.480449 = -4033020.838550
  nChanged 1099
		SP:Iteration 11Q (1489.600000 sec): 3 clusters
  Score: Raw -4036985.461138 + Penalty 3402.480449 = -4033582.980689
  nChanged 969
		SP:Iteration 12Q (1489.690000 sec): 3 clusters
  Score: Raw -4037489.172837 + Penalty 3402.480449 = -4034086.692388
  nChanged 843
		SP:Iteration 13Q (1489.780000 sec): 3 clusters
  Score: Raw -4037937.822978 + Penalty 3402.480449 = -4034535.342530
  nChanged 761
		SP:Iteration 14Q (1489.880000 sec): 3 clusters
  Score: Raw -4038352.858212 + Penalty 3402.480449 = -4034950.377763
  nChanged 663
		SP:Iteration 15Q (1489.960000 sec): 3 clusters
  Score: Raw -4038719.977640 + Penalty 3402.480449 = -4035317.497192
  nChanged 582
		SP:Iteration 16Q (1490.060000 sec): 3 clusters
  Score: Raw -4039057.775251 + Penalty 3402.480449 = -4035655.294803
  nChanged 487
		SP:Iteration 17Q (1490.140000 sec): 3 clusters
  Score: Raw -4039323.554738 + Penalty 3402.480449 = -4035921.074289
  nChanged 320
		SP:Iteration 18Q (1490.230000 sec): 3 clusters
  Score: Raw -4039476.090537 + Penalty 3402.480449 = -4036073.610089
  nChanged 227
		SP:Iteration 19Q (1490.320000 sec): 3 clusters
  Score: Raw -4039570.819646 + Penalty 3402.480449 = -4036168.339197
  nChanged 160
		SP:Iteration 20F (1490.410000 sec): 3 clusters
  Score: Raw -4039677.965667 + Penalty 3402.480449 = -4036275.485218
  nChanged 187
		SP:Iteration 21Q (1490.490000 sec): 3 clusters
  Score: Raw -4039805.347289 + Penalty 3402.480449 = -4036402.866840
  nChanged 137
		SP:Iteration 22Q (1490.580000 sec): 3 clusters
  Score: Raw -4039919.182595 + Penalty 3402.480449 = -4036516.702146
  nChanged 101
		SP:Iteration 23Q (1490.650000 sec): 3 clusters
  Score: Raw -4040082.343222 + Penalty 3402.480449 = -4036679.862773
  nChanged 84
		SP:Iteration 24Q (1490.720000 sec): 3 clusters
  Score: Raw -4040283.680832 + Penalty 3402.480449 = -4036881.200383
  nChanged 83
		SP:Iteration 25Q (1490.790000 sec): 3 clusters
  Score: Raw -4040408.320178 + Penalty 3402.480449 = -4037005.839730
  nChanged 73
		SP:Iteration 26Q (1490.860000 sec): 3 clusters
  Score: Raw -4040479.443252 + Penalty 3402.480449 = -4037076.962803
  nChanged 58
		SP:Iteration 27Q (1490.920000 sec): 3 clusters
  Score: Raw -4040514.575890 + Penalty 3402.480449 = -4037112.095442
  nChanged 37
		SP:Iteration 28Q (1490.980000 sec): 3 clusters
  Score: Raw -4040528.943738 + Penalty 3402.480449 = -4037126.463289
  nChanged 26
		SP:Iteration 29Q (1491.050000 sec): 3 clusters
  Score: Raw -4040536.164143 + Penalty 3402.480449 = -4037133.683694
  nChanged 16
		SP:Iteration 30Q (1491.110000 sec): 3 clusters
  Score: Raw -4040539.208623 + Penalty 3402.480449 = -4037136.728174
  nChanged 13
		SP:Iteration 31Q (1491.180000 sec): 3 clusters
  Score: Raw -4040543.153716 + Penalty 3402.480449 = -4037140.673267
  nChanged 12
		SP:Iteration 32Q (1491.240000 sec): 3 clusters
  Score: Raw -4040546.063889 + Penalty 3402.480449 = -4037143.583440
  nChanged 9
		SP:Iteration 33Q (1491.300000 sec): 3 clusters
  Score: Raw -4040548.186610 + Penalty 3402.480449 = -4037145.706161
  nChanged 9
		SP:Iteration 34Q (1491.370000 sec): 3 clusters
  Score: Raw -4040551.258153 + Penalty 3402.480449 = -4037148.777704
  nChanged 13
		SP:Iteration 35Q (1491.430000 sec): 3 clusters
  Score: Raw -4040554.344007 + Penalty 3402.480449 = -4037151.863558
  nChanged 6
		SP:Iteration 36Q (1491.500000 sec): 3 clusters
  Score: Raw -4040555.530826 + Penalty 3402.480449 = -4037153.050377
  nChanged 1
		SP:Iteration 37Q (1491.560000 sec): 3 clusters
  Score: Raw -4040555.667890 + Penalty 3402.480449 = -4037153.187442
  nChanged 0
		SP:Iteration 38F (1491.650000 sec): 3 clusters
  Score: Raw -4040555.667890 + Penalty 3402.480449 = -4037153.187442
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (75790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1491.890000 sec): 2 clusters
  Score: Raw -8929740.983521 + Penalty 1825.804766 = -8927915.178755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1492.090000 sec): 3 clusters
  Score: Raw -8880701.906062 + Penalty 3651.609532 = -8877050.296530
  nChanged 36071
		SP:Iteration 1F (1492.290000 sec): 3 clusters
  Score: Raw -8901625.772607 + Penalty 3651.609532 = -8897974.163075
  nChanged 2672
		SP:Iteration 2Q (1492.490000 sec): 3 clusters
  Score: Raw -8902424.635115 + Penalty 3651.609532 = -8898773.025583
  nChanged 2955
		SP:Iteration 3Q (1492.700000 sec): 3 clusters
  Score: Raw -8903552.810416 + Penalty 3651.609532 = -8899901.200884
  nChanged 3477
		SP:Iteration 4Q (1492.940000 sec): 3 clusters
  Score: Raw -8905349.961053 + Penalty 3651.609532 = -8901698.351521
  nChanged 4245
		SP:Iteration 5F (1493.170000 sec): 3 clusters
  Score: Raw -8908088.959543 + Penalty 3651.609532 = -8904437.350011
  nChanged 4825
		SP:Iteration 6F (1493.380000 sec): 3 clusters
  Score: Raw -8911747.974333 + Penalty 3651.609532 = -8908096.364801
  nChanged 5163
		SP:Iteration 7F (1493.590000 sec): 3 clusters
  Score: Raw -8916053.910649 + Penalty 3651.609532 = -8912402.301117
  nChanged 4946
		SP:Iteration 8F (1493.800000 sec): 3 clusters
  Score: Raw -8920176.656200 + Penalty 3651.609532 = -8916525.046668
  nChanged 4262
		SP:Iteration 9F (1494.010000 sec): 3 clusters
  Score: Raw -8923550.129735 + Penalty 3651.609532 = -8919898.520203
  nChanged 3390
		SP:Iteration 10Q (1494.220000 sec): 3 clusters
  Score: Raw -8926049.097692 + Penalty 3651.609532 = -8922397.488160
  nChanged 2600
		SP:Iteration 11Q (1494.410000 sec): 3 clusters
  Score: Raw -8928023.677601 + Penalty 3651.609532 = -8924372.068069
  nChanged 2136
		SP:Iteration 12Q (1494.590000 sec): 3 clusters
  Score: Raw -8929806.073353 + Penalty 3651.609532 = -8926154.463821
  nChanged 1852
		SP:Iteration 13Q (1494.770000 sec): 3 clusters
  Score: Raw -8931274.326236 + Penalty 3651.609532 = -8927622.716704
  nChanged 1455
		SP:Iteration 14Q (1494.950000 sec): 3 clusters
  Score: Raw -8932200.608337 + Penalty 3651.609532 = -8928548.998805
  nChanged 1019
		SP:Iteration 15Q (1495.140000 sec): 3 clusters
  Score: Raw -8932611.431245 + Penalty 3651.609532 = -8928959.821713
  nChanged 698
		SP:Iteration 16Q (1495.320000 sec): 3 clusters
  Score: Raw -8932801.239544 + Penalty 3651.609532 = -8929149.630012
  nChanged 450
		SP:Iteration 17Q (1495.490000 sec): 3 clusters
  Score: Raw -8932894.565562 + Penalty 3651.609532 = -8929242.956030
  nChanged 348
		SP:Iteration 18Q (1495.670000 sec): 3 clusters
  Score: Raw -8932952.525050 + Penalty 3651.609532 = -8929300.915518
  nChanged 247
		SP:Iteration 19Q (1495.840000 sec): 3 clusters
  Score: Raw -8932986.252285 + Penalty 3651.609532 = -8929334.642753
  nChanged 212
		SP:Iteration 20F (1496.050000 sec): 3 clusters
  Score: Raw -8933010.253367 + Penalty 3651.609532 = -8929358.643835
  nChanged 188
		SP:Iteration 21Q (1496.220000 sec): 3 clusters
  Score: Raw -8933028.901204 + Penalty 3651.609532 = -8929377.291672
  nChanged 155
		SP:Iteration 22Q (1496.390000 sec): 3 clusters
  Score: Raw -8933040.940197 + Penalty 3651.609532 = -8929389.330665
  nChanged 124
		SP:Iteration 23Q (1496.570000 sec): 3 clusters
  Score: Raw -8933048.309178 + Penalty 3651.609532 = -8929396.699646
  nChanged 92
		SP:Iteration 24Q (1496.750000 sec): 3 clusters
  Score: Raw -8933053.061354 + Penalty 3651.609532 = -8929401.451822
  nChanged 76
		SP:Iteration 25Q (1496.920000 sec): 3 clusters
  Score: Raw -8933056.731796 + Penalty 3651.609532 = -8929405.122264
  nChanged 68
		SP:Iteration 26Q (1497.100000 sec): 3 clusters
  Score: Raw -8933059.496677 + Penalty 3651.609532 = -8929407.887146
  nChanged 40
		SP:Iteration 27Q (1497.270000 sec): 3 clusters
  Score: Raw -8933061.003355 + Penalty 3651.609532 = -8929409.393823
  nChanged 28
		SP:Iteration 28Q (1497.450000 sec): 3 clusters
  Score: Raw -8933061.875592 + Penalty 3651.609532 = -8929410.266060
  nChanged 18
		SP:Iteration 29Q (1497.620000 sec): 3 clusters
  Score: Raw -8933062.531011 + Penalty 3651.609532 = -8929410.921479
  nChanged 23
		SP:Iteration 30Q (1497.800000 sec): 3 clusters
  Score: Raw -8933063.280122 + Penalty 3651.609532 = -8929411.670590
  nChanged 28
		SP:Iteration 31Q (1497.970000 sec): 3 clusters
  Score: Raw -8933064.139294 + Penalty 3651.609532 = -8929412.529762
  nChanged 23
		SP:Iteration 32Q (1498.150000 sec): 3 clusters
  Score: Raw -8933064.789920 + Penalty 3651.609532 = -8929413.180388
  nChanged 19
		SP:Iteration 33Q (1498.320000 sec): 3 clusters
  Score: Raw -8933065.305359 + Penalty 3651.609532 = -8929413.695827
  nChanged 15
		SP:Iteration 34Q (1498.490000 sec): 3 clusters
  Score: Raw -8933065.707540 + Penalty 3651.609532 = -8929414.098008
  nChanged 9
		SP:Iteration 35Q (1498.670000 sec): 3 clusters
  Score: Raw -8933065.951744 + Penalty 3651.609532 = -8929414.342212
  nChanged 14
		SP:Iteration 36Q (1498.850000 sec): 3 clusters
  Score: Raw -8933066.325993 + Penalty 3651.609532 = -8929414.716461
  nChanged 10
		SP:Iteration 37Q (1499.020000 sec): 3 clusters
  Score: Raw -8933066.608202 + Penalty 3651.609532 = -8929414.998670
  nChanged 12
		SP:Iteration 38Q (1499.190000 sec): 3 clusters
  Score: Raw -8933066.927685 + Penalty 3651.609532 = -8929415.318153
  nChanged 9
		SP:Iteration 39Q (1499.370000 sec): 3 clusters
  Score: Raw -8933067.156531 + Penalty 3651.609532 = -8929415.546999
  nChanged 7
		SP:Iteration 40F (1499.570000 sec): 3 clusters
  Score: Raw -8933067.311430 + Penalty 3651.609532 = -8929415.701899
  nChanged 6
		SP:Iteration 41Q (1499.740000 sec): 3 clusters
  Score: Raw -8933067.502000 + Penalty 3651.609532 = -8929415.892468
  nChanged 8
		SP:Iteration 42Q (1499.910000 sec): 3 clusters
  Score: Raw -8933067.672064 + Penalty 3651.609532 = -8929416.062532
  nChanged 5
		SP:Iteration 43Q (1500.090000 sec): 3 clusters
  Score: Raw -8933067.758003 + Penalty 3651.609532 = -8929416.148471
  nChanged 5
		SP:Iteration 44Q (1500.260000 sec): 3 clusters
  Score: Raw -8933067.831083 + Penalty 3651.609532 = -8929416.221551
  nChanged 6
		SP:Iteration 45Q (1500.440000 sec): 3 clusters
  Score: Raw -8933067.921006 + Penalty 3651.609532 = -8929416.311474
  nChanged 3
		SP:Iteration 46Q (1500.610000 sec): 3 clusters
  Score: Raw -8933067.990842 + Penalty 3651.609532 = -8929416.381310
  nChanged 3
		SP:Iteration 47Q (1500.790000 sec): 3 clusters
  Score: Raw -8933068.038239 + Penalty 3651.609532 = -8929416.428707
  nChanged 2
		SP:Iteration 48Q (1500.960000 sec): 3 clusters
  Score: Raw -8933068.055282 + Penalty 3651.609532 = -8929416.445750
  nChanged 3
		SP:Iteration 49Q (1501.130000 sec): 3 clusters
  Score: Raw -8933068.134176 + Penalty 3651.609532 = -8929416.524644
  nChanged 4
		SP:Iteration 50Q (1501.310000 sec): 3 clusters
  Score: Raw -8933068.222938 + Penalty 3651.609532 = -8929416.613406
  nChanged 7
		SP:Iteration 51Q (1501.480000 sec): 3 clusters
  Score: Raw -8933068.419709 + Penalty 3651.609532 = -8929416.810177
  nChanged 3
		SP:Iteration 52Q (1501.650000 sec): 3 clusters
  Score: Raw -8933068.450057 + Penalty 3651.609532 = -8929416.840525
  nChanged 1
		SP:Iteration 53Q (1501.830000 sec): 3 clusters
  Score: Raw -8933068.464791 + Penalty 3651.609532 = -8929416.855260
  nChanged 0
		SP:Iteration 54F (1502.030000 sec): 3 clusters
  Score: Raw -8933068.464791 + Penalty 3651.609532 = -8929416.855260
  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 12.42 GB.

 Trying to split cluster 11 (20469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1502.130000 sec): 2 clusters
  Score: Raw -2396422.040527 + Penalty 1613.083359 = -2394808.957168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1502.180000 sec): 3 clusters
  Score: Raw -2384132.291921 + Penalty 3226.166718 = -2380906.125202
  nChanged 9277
		SP:Iteration 1F (1502.230000 sec): 3 clusters
  Score: Raw -2389522.497749 + Penalty 3226.166718 = -2386296.331030
  nChanged 1174
		SP:Iteration 2F (1502.290000 sec): 3 clusters
  Score: Raw -2390021.360767 + Penalty 3226.166718 = -2386795.194049
  nChanged 1061
		SP:Iteration 3F (1502.340000 sec): 3 clusters
  Score: Raw -2390442.602260 + Penalty 3226.166718 = -2387216.435542
  nChanged 990
		SP:Iteration 4Q (1502.400000 sec): 3 clusters
  Score: Raw -2390853.473849 + Penalty 3226.166718 = -2387627.307131
  nChanged 1021
		SP:Iteration 5Q (1502.450000 sec): 3 clusters
  Score: Raw -2391304.192850 + Penalty 3226.166718 = -2388078.026132
  nChanged 1014
		SP:Iteration 6Q (1502.510000 sec): 3 clusters
  Score: Raw -2391743.967462 + Penalty 3226.166718 = -2388517.800744
  nChanged 957
		SP:Iteration 7Q (1502.560000 sec): 3 clusters
  Score: Raw -2392197.218763 + Penalty 3226.166718 = -2388971.052045
  nChanged 990
		SP:Iteration 8Q (1502.620000 sec): 3 clusters
  Score: Raw -2392704.277849 + Penalty 3226.166718 = -2389478.111131
  nChanged 966
		SP:Iteration 9Q (1502.670000 sec): 3 clusters
  Score: Raw -2393242.530764 + Penalty 3226.166718 = -2390016.364045
  nChanged 949
		SP:Iteration 10Q (1502.730000 sec): 3 clusters
  Score: Raw -2393836.878795 + Penalty 3226.166718 = -2390610.712077
  nChanged 923
		SP:Iteration 11Q (1502.780000 sec): 3 clusters
  Score: Raw -2394459.005245 + Penalty 3226.166718 = -2391232.838526
  nChanged 814
		SP:Iteration 12Q (1502.840000 sec): 3 clusters
  Score: Raw -2395034.726823 + Penalty 3226.166718 = -2391808.560104
  nChanged 672
		SP:Iteration 13Q (1502.890000 sec): 3 clusters
  Score: Raw -2395514.391002 + Penalty 3226.166718 = -2392288.224284
  nChanged 514
		SP:Iteration 14Q (1502.940000 sec): 3 clusters
  Score: Raw -2395891.286736 + Penalty 3226.166718 = -2392665.120018
  nChanged 413
		SP:Iteration 15Q (1502.990000 sec): 3 clusters
  Score: Raw -2396203.082305 + Penalty 3226.166718 = -2392976.915586
  nChanged 305
		SP:Iteration 16Q (1503.040000 sec): 3 clusters
  Score: Raw -2396466.588154 + Penalty 3226.166718 = -2393240.421436
  nChanged 213
		SP:Iteration 17Q (1503.090000 sec): 3 clusters
  Score: Raw -2396653.218433 + Penalty 3226.166718 = -2393427.051714
  nChanged 155
		SP:Iteration 18Q (1503.130000 sec): 3 clusters
  Score: Raw -2396790.878050 + Penalty 3226.166718 = -2393564.711332
  nChanged 127
		SP:Iteration 19Q (1503.170000 sec): 3 clusters
  Score: Raw -2396900.811424 + Penalty 3226.166718 = -2393674.644706
  nChanged 83
		SP:Iteration 20F (1503.230000 sec): 3 clusters
  Score: Raw -2396966.627354 + Penalty 3226.166718 = -2393740.460636
  nChanged 51
		SP:Iteration 21Q (1503.270000 sec): 3 clusters
  Score: Raw -2397021.916861 + Penalty 3226.166718 = -2393795.750143
  nChanged 48
		SP:Iteration 22Q (1503.310000 sec): 3 clusters
  Score: Raw -2397077.045126 + Penalty 3226.166718 = -2393850.878407
  nChanged 49
		SP:Iteration 23Q (1503.350000 sec): 3 clusters
  Score: Raw -2397142.003933 + Penalty 3226.166718 = -2393915.837215
  nChanged 47
		SP:Iteration 24Q (1503.390000 sec): 3 clusters
  Score: Raw -2397196.798336 + Penalty 3226.166718 = -2393970.631617
  nChanged 47
		SP:Iteration 25Q (1503.430000 sec): 3 clusters
  Score: Raw -2397259.329703 + Penalty 3226.166718 = -2394033.162984
  nChanged 34
		SP:Iteration 26Q (1503.470000 sec): 3 clusters
  Score: Raw -2397309.356459 + Penalty 3226.166718 = -2394083.189740
  nChanged 32
		SP:Iteration 27Q (1503.510000 sec): 3 clusters
  Score: Raw -2397338.016946 + Penalty 3226.166718 = -2394111.850227
  nChanged 31
		SP:Iteration 28Q (1503.550000 sec): 3 clusters
  Score: Raw -2397356.611018 + Penalty 3226.166718 = -2394130.444299
  nChanged 21
		SP:Iteration 29Q (1503.580000 sec): 3 clusters
  Score: Raw -2397367.026551 + Penalty 3226.166718 = -2394140.859833
  nChanged 17
		SP:Iteration 30Q (1503.620000 sec): 3 clusters
  Score: Raw -2397374.568816 + Penalty 3226.166718 = -2394148.402098
  nChanged 6
		SP:Iteration 31Q (1503.660000 sec): 3 clusters
  Score: Raw -2397376.693224 + Penalty 3226.166718 = -2394150.526506
  nChanged 3
		SP:Iteration 32Q (1503.700000 sec): 3 clusters
  Score: Raw -2397377.763630 + Penalty 3226.166718 = -2394151.596911
  nChanged 1
		SP:Iteration 33Q (1503.740000 sec): 3 clusters
  Score: Raw -2397378.045096 + Penalty 3226.166718 = -2394151.878378
  nChanged 0
		SP:Iteration 34F (1503.790000 sec): 3 clusters
  Score: Raw -2397378.045096 + Penalty 3226.166718 = -2394151.878378
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (13406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1503.830000 sec): 2 clusters
  Score: Raw -1523352.598414 + Penalty 1544.311868 = -1521808.286547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1503.870000 sec): 3 clusters
  Score: Raw -1515629.923183 + Penalty 3088.623735 = -1512541.299448
  nChanged 5872
		SP:Iteration 1F (1503.910000 sec): 3 clusters
  Score: Raw -1518902.888934 + Penalty 3088.623735 = -1515814.265199
  nChanged 909
		SP:Iteration 2F (1503.940000 sec): 3 clusters
  Score: Raw -1519498.431821 + Penalty 3088.623735 = -1516409.808086
  nChanged 990
		SP:Iteration 3F (1503.970000 sec): 3 clusters
  Score: Raw -1520243.550314 + Penalty 3088.623735 = -1517154.926579
  nChanged 1081
		SP:Iteration 4F (1504.010000 sec): 3 clusters
  Score: Raw -1521115.986927 + Penalty 3088.623735 = -1518027.363192
  nChanged 1053
		SP:Iteration 5F (1504.040000 sec): 3 clusters
  Score: Raw -1521906.542225 + Penalty 3088.623735 = -1518817.918490
  nChanged 887
		SP:Iteration 6F (1504.080000 sec): 3 clusters
  Score: Raw -1522460.711752 + Penalty 3088.623735 = -1519372.088016
  nChanged 660
		SP:Iteration 7Q (1504.110000 sec): 3 clusters
  Score: Raw -1522788.760352 + Penalty 3088.623735 = -1519700.136617
  nChanged 489
		SP:Iteration 8Q (1504.150000 sec): 3 clusters
  Score: Raw -1522982.322727 + Penalty 3088.623735 = -1519893.698992
  nChanged 349
		SP:Iteration 9Q (1504.180000 sec): 3 clusters
  Score: Raw -1523121.099072 + Penalty 3088.623735 = -1520032.475336
  nChanged 297
		SP:Iteration 10Q (1504.210000 sec): 3 clusters
  Score: Raw -1523228.697761 + Penalty 3088.623735 = -1520140.074026
  nChanged 275
		SP:Iteration 11Q (1504.250000 sec): 3 clusters
  Score: Raw -1523315.065427 + Penalty 3088.623735 = -1520226.441692
  nChanged 223
		SP:Iteration 12Q (1504.280000 sec): 3 clusters
  Score: Raw -1523373.925325 + Penalty 3088.623735 = -1520285.301589
  nChanged 161
		SP:Iteration 13Q (1504.320000 sec): 3 clusters
  Score: Raw -1523415.413354 + Penalty 3088.623735 = -1520326.789618
  nChanged 159
		SP:Iteration 14Q (1504.350000 sec): 3 clusters
  Score: Raw -1523457.508042 + Penalty 3088.623735 = -1520368.884307
  nChanged 142
		SP:Iteration 15Q (1504.390000 sec): 3 clusters
  Score: Raw -1523489.980934 + Penalty 3088.623735 = -1520401.357199
  nChanged 138
		SP:Iteration 16Q (1504.420000 sec): 3 clusters
  Score: Raw -1523520.374347 + Penalty 3088.623735 = -1520431.750611
  nChanged 121
		SP:Iteration 17Q (1504.460000 sec): 3 clusters
  Score: Raw -1523548.467744 + Penalty 3088.623735 = -1520459.844009
  nChanged 119
		SP:Iteration 18Q (1504.490000 sec): 3 clusters
  Score: Raw -1523578.560082 + Penalty 3088.623735 = -1520489.936346
  nChanged 115
		SP:Iteration 19Q (1504.530000 sec): 3 clusters
  Score: Raw -1523606.178766 + Penalty 3088.623735 = -1520517.555030
  nChanged 105
		SP:Iteration 20F (1504.570000 sec): 3 clusters
  Score: Raw -1523629.976571 + Penalty 3088.623735 = -1520541.352836
  nChanged 99
		SP:Iteration 21Q (1504.600000 sec): 3 clusters
  Score: Raw -1523650.490325 + Penalty 3088.623735 = -1520561.866589
  nChanged 74
		SP:Iteration 22Q (1504.630000 sec): 3 clusters
  Score: Raw -1523665.417204 + Penalty 3088.623735 = -1520576.793468
  nChanged 64
		SP:Iteration 23Q (1504.670000 sec): 3 clusters
  Score: Raw -1523678.542826 + Penalty 3088.623735 = -1520589.919091
  nChanged 58
		SP:Iteration 24Q (1504.710000 sec): 3 clusters
  Score: Raw -1523691.099622 + Penalty 3088.623735 = -1520602.475887
  nChanged 56
		SP:Iteration 25Q (1504.740000 sec): 3 clusters
  Score: Raw -1523704.424701 + Penalty 3088.623735 = -1520615.800966
  nChanged 52
		SP:Iteration 26Q (1504.780000 sec): 3 clusters
  Score: Raw -1523714.217849 + Penalty 3088.623735 = -1520625.594114
  nChanged 48
		SP:Iteration 27Q (1504.810000 sec): 3 clusters
  Score: Raw -1523723.528925 + Penalty 3088.623735 = -1520634.905190
  nChanged 45
		SP:Iteration 28Q (1504.850000 sec): 3 clusters
  Score: Raw -1523732.936630 + Penalty 3088.623735 = -1520644.312895
  nChanged 56
		SP:Iteration 29Q (1504.880000 sec): 3 clusters
  Score: Raw -1523744.910949 + Penalty 3088.623735 = -1520656.287214
  nChanged 50
		SP:Iteration 30Q (1504.910000 sec): 3 clusters
  Score: Raw -1523755.304566 + Penalty 3088.623735 = -1520666.680830
  nChanged 46
		SP:Iteration 31Q (1504.950000 sec): 3 clusters
  Score: Raw -1523765.030164 + Penalty 3088.623735 = -1520676.406429
  nChanged 52
		SP:Iteration 32Q (1504.980000 sec): 3 clusters
  Score: Raw -1523775.176139 + Penalty 3088.623735 = -1520686.552404
  nChanged 43
		SP:Iteration 33Q (1505.020000 sec): 3 clusters
  Score: Raw -1523784.559297 + Penalty 3088.623735 = -1520695.935561
  nChanged 40
		SP:Iteration 34Q (1505.050000 sec): 3 clusters
  Score: Raw -1523793.950599 + Penalty 3088.623735 = -1520705.326864
  nChanged 43
		SP:Iteration 35Q (1505.090000 sec): 3 clusters
  Score: Raw -1523803.831167 + Penalty 3088.623735 = -1520715.207431
  nChanged 46
		SP:Iteration 36Q (1505.120000 sec): 3 clusters
  Score: Raw -1523814.679172 + Penalty 3088.623735 = -1520726.055437
  nChanged 41
		SP:Iteration 37Q (1505.150000 sec): 3 clusters
  Score: Raw -1523825.865523 + Penalty 3088.623735 = -1520737.241788
  nChanged 42
		SP:Iteration 38Q (1505.190000 sec): 3 clusters
  Score: Raw -1523835.404115 + Penalty 3088.623735 = -1520746.780380
  nChanged 36
		SP:Iteration 39Q (1505.220000 sec): 3 clusters
  Score: Raw -1523843.516405 + Penalty 3088.623735 = -1520754.892670
  nChanged 22
		SP:Iteration 40F (1505.250000 sec): 3 clusters
  Score: Raw -1523848.403644 + Penalty 3088.623735 = -1520759.779909
  nChanged 24
		SP:Iteration 41Q (1505.290000 sec): 3 clusters
  Score: Raw -1523853.035219 + Penalty 3088.623735 = -1520764.411484
  nChanged 26
		SP:Iteration 42Q (1505.320000 sec): 3 clusters
  Score: Raw -1523858.431065 + Penalty 3088.623735 = -1520769.807329
  nChanged 21
		SP:Iteration 43Q (1505.350000 sec): 3 clusters
  Score: Raw -1523862.777617 + Penalty 3088.623735 = -1520774.153882
  nChanged 22
		SP:Iteration 44Q (1505.390000 sec): 3 clusters
  Score: Raw -1523867.087896 + Penalty 3088.623735 = -1520778.464161
  nChanged 19
		SP:Iteration 45Q (1505.420000 sec): 3 clusters
  Score: Raw -1523870.972514 + Penalty 3088.623735 = -1520782.348778
  nChanged 22
		SP:Iteration 46Q (1505.450000 sec): 3 clusters
  Score: Raw -1523875.776498 + Penalty 3088.623735 = -1520787.152762
  nChanged 21
		SP:Iteration 47Q (1505.490000 sec): 3 clusters
  Score: Raw -1523879.898809 + Penalty 3088.623735 = -1520791.275074
  nChanged 12
		SP:Iteration 48Q (1505.520000 sec): 3 clusters
  Score: Raw -1523882.502613 + Penalty 3088.623735 = -1520793.878878
  nChanged 13
		SP:Iteration 49Q (1505.550000 sec): 3 clusters
  Score: Raw -1523885.536903 + Penalty 3088.623735 = -1520796.913168
  nChanged 14
		SP:Iteration 50Q (1505.590000 sec): 3 clusters
  Score: Raw -1523887.681564 + Penalty 3088.623735 = -1520799.057828
  nChanged 11
		SP:Iteration 51Q (1505.620000 sec): 3 clusters
  Score: Raw -1523889.209940 + Penalty 3088.623735 = -1520800.586205
  nChanged 12
		SP:Iteration 52Q (1505.660000 sec): 3 clusters
  Score: Raw -1523891.532211 + Penalty 3088.623735 = -1520802.908476
  nChanged 7
		SP:Iteration 53Q (1505.690000 sec): 3 clusters
  Score: Raw -1523893.385516 + Penalty 3088.623735 = -1520804.761781
  nChanged 8
		SP:Iteration 54Q (1505.720000 sec): 3 clusters
  Score: Raw -1523895.907241 + Penalty 3088.623735 = -1520807.283506
  nChanged 11
		SP:Iteration 55Q (1505.760000 sec): 3 clusters
  Score: Raw -1523898.306466 + Penalty 3088.623735 = -1520809.682731
  nChanged 9
		SP:Iteration 56Q (1505.790000 sec): 3 clusters
  Score: Raw -1523899.536322 + Penalty 3088.623735 = -1520810.912587
  nChanged 8
		SP:Iteration 57Q (1505.820000 sec): 3 clusters
  Score: Raw -1523900.673913 + Penalty 3088.623735 = -1520812.050178
  nChanged 7
		SP:Iteration 58Q (1505.860000 sec): 3 clusters
  Score: Raw -1523901.690310 + Penalty 3088.623735 = -1520813.066575
  nChanged 3
		SP:Iteration 59Q (1505.890000 sec): 3 clusters
  Score: Raw -1523902.157340 + Penalty 3088.623735 = -1520813.533605
  nChanged 2
		SP:Iteration 60F (1505.920000 sec): 3 clusters
  Score: Raw -1523902.493736 + Penalty 3088.623735 = -1520813.870001
  nChanged 4
		SP:Iteration 61Q (1505.960000 sec): 3 clusters
  Score: Raw -1523903.166252 + Penalty 3088.623735 = -1520814.542516
  nChanged 2
		SP:Iteration 62Q (1505.990000 sec): 3 clusters
  Score: Raw -1523903.382705 + Penalty 3088.623735 = -1520814.758970
  nChanged 1
		SP:Iteration 63Q (1506.020000 sec): 3 clusters
  Score: Raw -1523903.565953 + Penalty 3088.623735 = -1520814.942217
  nChanged 1
		SP:Iteration 64Q (1506.060000 sec): 3 clusters
  Score: Raw -1523903.715855 + Penalty 3088.623735 = -1520815.092120
  nChanged 0
		SP:Iteration 65F (1506.100000 sec): 3 clusters
  Score: Raw -1523903.715855 + Penalty 3088.623735 = -1520815.092120
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (6011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1506.120000 sec): 2 clusters
  Score: Raw -681862.547275 + Penalty 1413.968790 = -680448.578484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1506.130000 sec): 3 clusters
  Score: Raw -678657.507866 + Penalty 2827.937581 = -675829.570285
  nChanged 2455
		SP:Iteration 1F (1506.150000 sec): 3 clusters
  Score: Raw -680228.826495 + Penalty 2827.937581 = -677400.888914
  nChanged 502
		SP:Iteration 2F (1506.160000 sec): 3 clusters
  Score: Raw -680607.247997 + Penalty 2827.937581 = -677779.310416
  nChanged 446
		SP:Iteration 3F (1506.180000 sec): 3 clusters
  Score: Raw -680949.475648 + Penalty 2827.937581 = -678121.538067
  nChanged 403
		SP:Iteration 4F (1506.190000 sec): 3 clusters
  Score: Raw -681295.840910 + Penalty 2827.937581 = -678467.903329
  nChanged 374
		SP:Iteration 5F (1506.210000 sec): 3 clusters
  Score: Raw -681609.300718 + Penalty 2827.937581 = -678781.363137
  nChanged 294
		SP:Iteration 6Q (1506.220000 sec): 3 clusters
  Score: Raw -681835.223327 + Penalty 2827.937581 = -679007.285746
  nChanged 233
		SP:Iteration 7Q (1506.240000 sec): 3 clusters
  Score: Raw -682004.549315 + Penalty 2827.937581 = -679176.611734
  nChanged 181
		SP:Iteration 8Q (1506.250000 sec): 3 clusters
  Score: Raw -682100.052854 + Penalty 2827.937581 = -679272.115273
  nChanged 129
		SP:Iteration 9Q (1506.270000 sec): 3 clusters
  Score: Raw -682153.170169 + Penalty 2827.937581 = -679325.232588
  nChanged 73
		SP:Iteration 10Q (1506.280000 sec): 3 clusters
  Score: Raw -682174.786131 + Penalty 2827.937581 = -679346.848550
  nChanged 49
		SP:Iteration 11Q (1506.300000 sec): 3 clusters
  Score: Raw -682189.283159 + Penalty 2827.937581 = -679361.345578
  nChanged 41
		SP:Iteration 12Q (1506.310000 sec): 3 clusters
  Score: Raw -682199.766408 + Penalty 2827.937581 = -679371.828827
  nChanged 33
		SP:Iteration 13Q (1506.330000 sec): 3 clusters
  Score: Raw -682205.671628 + Penalty 2827.937581 = -679377.734047
  nChanged 18
		SP:Iteration 14Q (1506.340000 sec): 3 clusters
  Score: Raw -682208.698346 + Penalty 2827.937581 = -679380.760765
  nChanged 18
		SP:Iteration 15Q (1506.360000 sec): 3 clusters
  Score: Raw -682211.938868 + Penalty 2827.937581 = -679384.001287
  nChanged 13
		SP:Iteration 16Q (1506.370000 sec): 3 clusters
  Score: Raw -682214.458193 + Penalty 2827.937581 = -679386.520612
  nChanged 14
		SP:Iteration 17Q (1506.380000 sec): 3 clusters
  Score: Raw -682216.915740 + Penalty 2827.937581 = -679388.978159
  nChanged 8
		SP:Iteration 18Q (1506.400000 sec): 3 clusters
  Score: Raw -682218.237885 + Penalty 2827.937581 = -679390.300304
  nChanged 5
		SP:Iteration 19Q (1506.420000 sec): 3 clusters
  Score: Raw -682219.480219 + Penalty 2827.937581 = -679391.542638
  nChanged 10
		SP:Iteration 20F (1506.430000 sec): 3 clusters
  Score: Raw -682221.257370 + Penalty 2827.937581 = -679393.319789
  nChanged 10
		SP:Iteration 21Q (1506.440000 sec): 3 clusters
  Score: Raw -682222.801069 + Penalty 2827.937581 = -679394.863488
  nChanged 9
		SP:Iteration 22Q (1506.460000 sec): 3 clusters
  Score: Raw -682224.348080 + Penalty 2827.937581 = -679396.410499
  nChanged 11
		SP:Iteration 23Q (1506.480000 sec): 3 clusters
  Score: Raw -682226.060272 + Penalty 2827.937581 = -679398.122692
  nChanged 6
		SP:Iteration 24Q (1506.490000 sec): 3 clusters
  Score: Raw -682227.260660 + Penalty 2827.937581 = -679399.323079
  nChanged 4
		SP:Iteration 25Q (1506.500000 sec): 3 clusters
  Score: Raw -682228.058429 + Penalty 2827.937581 = -679400.120848
  nChanged 7
		SP:Iteration 26Q (1506.520000 sec): 3 clusters
  Score: Raw -682229.263441 + Penalty 2827.937581 = -679401.325860
  nChanged 6
		SP:Iteration 27Q (1506.530000 sec): 3 clusters
  Score: Raw -682230.132607 + Penalty 2827.937581 = -679402.195026
  nChanged 2
		SP:Iteration 28Q (1506.550000 sec): 3 clusters
  Score: Raw -682230.336324 + Penalty 2827.937581 = -679402.398743
  nChanged 2
		SP:Iteration 29Q (1506.560000 sec): 3 clusters
  Score: Raw -682230.869524 + Penalty 2827.937581 = -679402.931943
  nChanged 3
		SP:Iteration 30Q (1506.580000 sec): 3 clusters
  Score: Raw -682231.537859 + Penalty 2827.937581 = -679403.600278
  nChanged 4
		SP:Iteration 31Q (1506.590000 sec): 3 clusters
  Score: Raw -682232.701680 + Penalty 2827.937581 = -679404.764099
  nChanged 5
		SP:Iteration 32Q (1506.600000 sec): 3 clusters
  Score: Raw -682233.608124 + Penalty 2827.937581 = -679405.670543
  nChanged 8
		SP:Iteration 33Q (1506.620000 sec): 3 clusters
  Score: Raw -682234.863414 + Penalty 2827.937581 = -679406.925833
  nChanged 7
		SP:Iteration 34Q (1506.640000 sec): 3 clusters
  Score: Raw -682235.546061 + Penalty 2827.937581 = -679407.608480
  nChanged 5
		SP:Iteration 35Q (1506.650000 sec): 3 clusters
  Score: Raw -682236.342865 + Penalty 2827.937581 = -679408.405284
  nChanged 4
		SP:Iteration 36Q (1506.660000 sec): 3 clusters
  Score: Raw -682236.836069 + Penalty 2827.937581 = -679408.898489
  nChanged 5
		SP:Iteration 37Q (1506.680000 sec): 3 clusters
  Score: Raw -682237.536386 + Penalty 2827.937581 = -679409.598805
  nChanged 2
		SP:Iteration 38Q (1506.700000 sec): 3 clusters
  Score: Raw -682237.860754 + Penalty 2827.937581 = -679409.923173
  nChanged 5
		SP:Iteration 39Q (1506.710000 sec): 3 clusters
  Score: Raw -682238.912420 + Penalty 2827.937581 = -679410.974839
  nChanged 8
		SP:Iteration 40F (1506.720000 sec): 3 clusters
  Score: Raw -682240.468007 + Penalty 2827.937581 = -679412.530426
  nChanged 9
		SP:Iteration 41Q (1506.740000 sec): 3 clusters
  Score: Raw -682241.854085 + Penalty 2827.937581 = -679413.916504
  nChanged 8
		SP:Iteration 42Q (1506.760000 sec): 3 clusters
  Score: Raw -682242.951679 + Penalty 2827.937581 = -679415.014098
  nChanged 10
		SP:Iteration 43Q (1506.770000 sec): 3 clusters
  Score: Raw -682244.699073 + Penalty 2827.937581 = -679416.761492
  nChanged 9
		SP:Iteration 44Q (1506.780000 sec): 3 clusters
  Score: Raw -682246.012850 + Penalty 2827.937581 = -679418.075269
  nChanged 8
		SP:Iteration 45Q (1506.800000 sec): 3 clusters
  Score: Raw -682247.278717 + Penalty 2827.937581 = -679419.341136
  nChanged 7
		SP:Iteration 46Q (1506.820000 sec): 3 clusters
  Score: Raw -682248.244484 + Penalty 2827.937581 = -679420.306903
  nChanged 6
		SP:Iteration 47Q (1506.830000 sec): 3 clusters
  Score: Raw -682248.963676 + Penalty 2827.937581 = -679421.026095
  nChanged 4
		SP:Iteration 48Q (1506.840000 sec): 3 clusters
  Score: Raw -682249.582028 + Penalty 2827.937581 = -679421.644447
  nChanged 5
		SP:Iteration 49Q (1506.860000 sec): 3 clusters
  Score: Raw -682250.253916 + Penalty 2827.937581 = -679422.316335
  nChanged 5
		SP:Iteration 50Q (1506.880000 sec): 3 clusters
  Score: Raw -682250.877247 + Penalty 2827.937581 = -679422.939666
  nChanged 3
		SP:Iteration 51Q (1506.890000 sec): 3 clusters
  Score: Raw -682251.271463 + Penalty 2827.937581 = -679423.333882
  nChanged 2
		SP:Iteration 52Q (1506.900000 sec): 3 clusters
  Score: Raw -682251.703204 + Penalty 2827.937581 = -679423.765623
  nChanged 3
		SP:Iteration 53Q (1506.920000 sec): 3 clusters
  Score: Raw -682252.452700 + Penalty 2827.937581 = -679424.515119
  nChanged 2
		SP:Iteration 54Q (1506.930000 sec): 3 clusters
  Score: Raw -682252.731662 + Penalty 2827.937581 = -679424.794081
  nChanged 5
		SP:Iteration 55Q (1506.950000 sec): 3 clusters
  Score: Raw -682253.602607 + Penalty 2827.937581 = -679425.665026
  nChanged 6
		SP:Iteration 56Q (1506.960000 sec): 3 clusters
  Score: Raw -682254.584295 + Penalty 2827.937581 = -679426.646714
  nChanged 6
		SP:Iteration 57Q (1506.980000 sec): 3 clusters
  Score: Raw -682255.546364 + Penalty 2827.937581 = -679427.608783
  nChanged 11
		SP:Iteration 58Q (1506.990000 sec): 3 clusters
  Score: Raw -682258.697895 + Penalty 2827.937581 = -679430.760314
  nChanged 14
		SP:Iteration 59Q (1507.010000 sec): 3 clusters
  Score: Raw -682261.070409 + Penalty 2827.937581 = -679433.132828
  nChanged 10
		SP:Iteration 60F (1507.020000 sec): 3 clusters
  Score: Raw -682263.498315 + Penalty 2827.937581 = -679435.560734
  nChanged 9
		SP:Iteration 61Q (1507.040000 sec): 3 clusters
  Score: Raw -682264.493256 + Penalty 2827.937581 = -679436.555675
  nChanged 4
		SP:Iteration 62Q (1507.050000 sec): 3 clusters
  Score: Raw -682264.935271 + Penalty 2827.937581 = -679436.997690
  nChanged 2
		SP:Iteration 63Q (1507.070000 sec): 3 clusters
  Score: Raw -682265.246342 + Penalty 2827.937581 = -679437.308761
  nChanged 3
		SP:Iteration 64Q (1507.080000 sec): 3 clusters
  Score: Raw -682265.712086 + Penalty 2827.937581 = -679437.774505
  nChanged 8
		SP:Iteration 65Q (1507.100000 sec): 3 clusters
  Score: Raw -682267.035086 + Penalty 2827.937581 = -679439.097505
  nChanged 6
		SP:Iteration 66Q (1507.110000 sec): 3 clusters
  Score: Raw -682267.853713 + Penalty 2827.937581 = -679439.916132
  nChanged 6
		SP:Iteration 67Q (1507.130000 sec): 3 clusters
  Score: Raw -682268.646668 + Penalty 2827.937581 = -679440.709087
  nChanged 9
		SP:Iteration 68Q (1507.140000 sec): 3 clusters
  Score: Raw -682269.998070 + Penalty 2827.937581 = -679442.060489
  nChanged 1
		SP:Iteration 69Q (1507.160000 sec): 3 clusters
  Score: Raw -682270.206518 + Penalty 2827.937581 = -679442.268937
  nChanged 0
		SP:Iteration 70F (1507.170000 sec): 3 clusters
  Score: Raw -682270.206518 + Penalty 2827.937581 = -679442.268937
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (17246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1507.240000 sec): 2 clusters
  Score: Raw -1953772.450765 + Penalty 1585.242021 = -1952187.208745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1507.290000 sec): 3 clusters
  Score: Raw -1943460.419333 + Penalty 3170.484041 = -1940289.935291
  nChanged 7690
		SP:Iteration 1F (1507.330000 sec): 3 clusters
  Score: Raw -1947711.172906 + Penalty 3170.484041 = -1944540.688865
  nChanged 996
		SP:Iteration 2F (1507.380000 sec): 3 clusters
  Score: Raw -1948295.223813 + Penalty 3170.484041 = -1945124.739771
  nChanged 1175
		SP:Iteration 3F (1507.420000 sec): 3 clusters
  Score: Raw -1949190.055133 + Penalty 3170.484041 = -1946019.571092
  nChanged 1352
		SP:Iteration 4F (1507.470000 sec): 3 clusters
  Score: Raw -1950374.252501 + Penalty 3170.484041 = -1947203.768460
  nChanged 1360
		SP:Iteration 5F (1507.520000 sec): 3 clusters
  Score: Raw -1951380.747954 + Penalty 3170.484041 = -1948210.263913
  nChanged 1148
		SP:Iteration 6F (1507.560000 sec): 3 clusters
  Score: Raw -1952028.488250 + Penalty 3170.484041 = -1948858.004209
  nChanged 825
		SP:Iteration 7Q (1507.610000 sec): 3 clusters
  Score: Raw -1952391.219114 + Penalty 3170.484041 = -1949220.735073
  nChanged 565
		SP:Iteration 8Q (1507.650000 sec): 3 clusters
  Score: Raw -1952569.708187 + Penalty 3170.484041 = -1949399.224146
  nChanged 383
		SP:Iteration 9Q (1507.700000 sec): 3 clusters
  Score: Raw -1952654.339278 + Penalty 3170.484041 = -1949483.855236
  nChanged 297
		SP:Iteration 10Q (1507.740000 sec): 3 clusters
  Score: Raw -1952711.266584 + Penalty 3170.484041 = -1949540.782543
  nChanged 218
		SP:Iteration 11Q (1507.790000 sec): 3 clusters
  Score: Raw -1952749.343359 + Penalty 3170.484041 = -1949578.859317
  nChanged 180
		SP:Iteration 12Q (1507.830000 sec): 3 clusters
  Score: Raw -1952781.072461 + Penalty 3170.484041 = -1949610.588419
  nChanged 169
		SP:Iteration 13Q (1507.880000 sec): 3 clusters
  Score: Raw -1952806.401560 + Penalty 3170.484041 = -1949635.917518
  nChanged 130
		SP:Iteration 14Q (1507.920000 sec): 3 clusters
  Score: Raw -1952823.322360 + Penalty 3170.484041 = -1949652.838319
  nChanged 104
		SP:Iteration 15Q (1507.970000 sec): 3 clusters
  Score: Raw -1952835.996242 + Penalty 3170.484041 = -1949665.512200
  nChanged 96
		SP:Iteration 16Q (1508.010000 sec): 3 clusters
  Score: Raw -1952848.671415 + Penalty 3170.484041 = -1949678.187374
  nChanged 100
		SP:Iteration 17Q (1508.060000 sec): 3 clusters
  Score: Raw -1952859.898038 + Penalty 3170.484041 = -1949689.413997
  nChanged 85
		SP:Iteration 18Q (1508.100000 sec): 3 clusters
  Score: Raw -1952869.659207 + Penalty 3170.484041 = -1949699.175165
  nChanged 83
		SP:Iteration 19Q (1508.150000 sec): 3 clusters
  Score: Raw -1952878.887363 + Penalty 3170.484041 = -1949708.403322
  nChanged 78
		SP:Iteration 20F (1508.200000 sec): 3 clusters
  Score: Raw -1952886.868700 + Penalty 3170.484041 = -1949716.384659
  nChanged 69
		SP:Iteration 21Q (1508.240000 sec): 3 clusters
  Score: Raw -1952894.278838 + Penalty 3170.484041 = -1949723.794796
  nChanged 75
		SP:Iteration 22Q (1508.280000 sec): 3 clusters
  Score: Raw -1952901.394058 + Penalty 3170.484041 = -1949730.910017
  nChanged 62
		SP:Iteration 23Q (1508.330000 sec): 3 clusters
  Score: Raw -1952906.987248 + Penalty 3170.484041 = -1949736.503207
  nChanged 51
		SP:Iteration 24Q (1508.380000 sec): 3 clusters
  Score: Raw -1952910.747114 + Penalty 3170.484041 = -1949740.263072
  nChanged 33
		SP:Iteration 25Q (1508.420000 sec): 3 clusters
  Score: Raw -1952913.064964 + Penalty 3170.484041 = -1949742.580923
  nChanged 30
		SP:Iteration 26Q (1508.470000 sec): 3 clusters
  Score: Raw -1952914.886501 + Penalty 3170.484041 = -1949744.402460
  nChanged 23
		SP:Iteration 27Q (1508.510000 sec): 3 clusters
  Score: Raw -1952916.463293 + Penalty 3170.484041 = -1949745.979252
  nChanged 23
		SP:Iteration 28Q (1508.560000 sec): 3 clusters
  Score: Raw -1952918.327423 + Penalty 3170.484041 = -1949747.843382
  nChanged 30
		SP:Iteration 29Q (1508.600000 sec): 3 clusters
  Score: Raw -1952920.600798 + Penalty 3170.484041 = -1949750.116756
  nChanged 31
		SP:Iteration 30Q (1508.650000 sec): 3 clusters
  Score: Raw -1952922.573934 + Penalty 3170.484041 = -1949752.089893
  nChanged 25
		SP:Iteration 31Q (1508.690000 sec): 3 clusters
  Score: Raw -1952924.141825 + Penalty 3170.484041 = -1949753.657784
  nChanged 26
		SP:Iteration 32Q (1508.740000 sec): 3 clusters
  Score: Raw -1952925.690900 + Penalty 3170.484041 = -1949755.206859
  nChanged 21
		SP:Iteration 33Q (1508.780000 sec): 3 clusters
  Score: Raw -1952926.946808 + Penalty 3170.484041 = -1949756.462767
  nChanged 21
		SP:Iteration 34Q (1508.830000 sec): 3 clusters
  Score: Raw -1952928.494711 + Penalty 3170.484041 = -1949758.010670
  nChanged 20
		SP:Iteration 35Q (1508.870000 sec): 3 clusters
  Score: Raw -1952929.966537 + Penalty 3170.484041 = -1949759.482496
  nChanged 21
		SP:Iteration 36Q (1508.920000 sec): 3 clusters
  Score: Raw -1952931.511714 + Penalty 3170.484041 = -1949761.027672
  nChanged 21
		SP:Iteration 37Q (1508.960000 sec): 3 clusters
  Score: Raw -1952933.109751 + Penalty 3170.484041 = -1949762.625709
  nChanged 26
		SP:Iteration 38Q (1509.010000 sec): 3 clusters
  Score: Raw -1952934.773831 + Penalty 3170.484041 = -1949764.289790
  nChanged 23
		SP:Iteration 39Q (1509.050000 sec): 3 clusters
  Score: Raw -1952936.190663 + Penalty 3170.484041 = -1949765.706621
  nChanged 17
		SP:Iteration 40F (1509.100000 sec): 3 clusters
  Score: Raw -1952937.204050 + Penalty 3170.484041 = -1949766.720009
  nChanged 17
		SP:Iteration 41Q (1509.140000 sec): 3 clusters
  Score: Raw -1952938.579193 + Penalty 3170.484041 = -1949768.095152
  nChanged 22
		SP:Iteration 42Q (1509.190000 sec): 3 clusters
  Score: Raw -1952940.201314 + Penalty 3170.484041 = -1949769.717273
  nChanged 32
		SP:Iteration 43Q (1509.230000 sec): 3 clusters
  Score: Raw -1952942.020572 + Penalty 3170.484041 = -1949771.536531
  nChanged 17
		SP:Iteration 44Q (1509.280000 sec): 3 clusters
  Score: Raw -1952943.057694 + Penalty 3170.484041 = -1949772.573653
  nChanged 17
		SP:Iteration 45Q (1509.320000 sec): 3 clusters
  Score: Raw -1952944.260055 + Penalty 3170.484041 = -1949773.776014
  nChanged 17
		SP:Iteration 46Q (1509.370000 sec): 3 clusters
  Score: Raw -1952945.496394 + Penalty 3170.484041 = -1949775.012352
  nChanged 22
		SP:Iteration 47Q (1509.410000 sec): 3 clusters
  Score: Raw -1952947.004975 + Penalty 3170.484041 = -1949776.520934
  nChanged 21
		SP:Iteration 48Q (1509.460000 sec): 3 clusters
  Score: Raw -1952948.373476 + Penalty 3170.484041 = -1949777.889435
  nChanged 23
		SP:Iteration 49Q (1509.500000 sec): 3 clusters
  Score: Raw -1952950.288497 + Penalty 3170.484041 = -1949779.804456
  nChanged 32
		SP:Iteration 50Q (1509.550000 sec): 3 clusters
  Score: Raw -1952952.657587 + Penalty 3170.484041 = -1949782.173546
  nChanged 25
		SP:Iteration 51Q (1509.600000 sec): 3 clusters
  Score: Raw -1952954.560218 + Penalty 3170.484041 = -1949784.076177
  nChanged 22
		SP:Iteration 52Q (1509.640000 sec): 3 clusters
  Score: Raw -1952956.347791 + Penalty 3170.484041 = -1949785.863750
  nChanged 25
		SP:Iteration 53Q (1509.680000 sec): 3 clusters
  Score: Raw -1952958.816164 + Penalty 3170.484041 = -1949788.332123
  nChanged 37
		SP:Iteration 54Q (1509.730000 sec): 3 clusters
  Score: Raw -1952961.734888 + Penalty 3170.484041 = -1949791.250847
  nChanged 36
		SP:Iteration 55Q (1509.780000 sec): 3 clusters
  Score: Raw -1952964.099974 + Penalty 3170.484041 = -1949793.615933
  nChanged 41
		SP:Iteration 56Q (1509.820000 sec): 3 clusters
  Score: Raw -1952967.461942 + Penalty 3170.484041 = -1949796.977901
  nChanged 44
		SP:Iteration 57Q (1509.870000 sec): 3 clusters
  Score: Raw -1952971.196323 + Penalty 3170.484041 = -1949800.712281
  nChanged 33
		SP:Iteration 58Q (1509.910000 sec): 3 clusters
  Score: Raw -1952974.217914 + Penalty 3170.484041 = -1949803.733873
  nChanged 33
		SP:Iteration 59Q (1509.960000 sec): 3 clusters
  Score: Raw -1952977.122027 + Penalty 3170.484041 = -1949806.637986
  nChanged 38
		SP:Iteration 60F (1510.000000 sec): 3 clusters
  Score: Raw -1952980.168568 + Penalty 3170.484041 = -1949809.684526
  nChanged 40
		SP:Iteration 61Q (1510.050000 sec): 3 clusters
  Score: Raw -1952983.493581 + Penalty 3170.484041 = -1949813.009540
  nChanged 42
		SP:Iteration 62Q (1510.090000 sec): 3 clusters
  Score: Raw -1952987.293105 + Penalty 3170.484041 = -1949816.809064
  nChanged 41
		SP:Iteration 63Q (1510.140000 sec): 3 clusters
  Score: Raw -1952991.601935 + Penalty 3170.484041 = -1949821.117894
  nChanged 56
		SP:Iteration 64Q (1510.180000 sec): 3 clusters
  Score: Raw -1952996.746872 + Penalty 3170.484041 = -1949826.262831
  nChanged 64
		SP:Iteration 65Q (1510.230000 sec): 3 clusters
  Score: Raw -1953003.415352 + Penalty 3170.484041 = -1949832.931310
  nChanged 75
		SP:Iteration 66Q (1510.270000 sec): 3 clusters
  Score: Raw -1953012.222883 + Penalty 3170.484041 = -1949841.738842
  nChanged 83
		SP:Iteration 67Q (1510.320000 sec): 3 clusters
  Score: Raw -1953022.361408 + Penalty 3170.484041 = -1949851.877367
  nChanged 103
		SP:Iteration 68Q (1510.360000 sec): 3 clusters
  Score: Raw -1953036.405439 + Penalty 3170.484041 = -1949865.921398
  nChanged 107
		SP:Iteration 69Q (1510.410000 sec): 3 clusters
  Score: Raw -1953051.176521 + Penalty 3170.484041 = -1949880.692480
  nChanged 115
		SP:Iteration 70Q (1510.450000 sec): 3 clusters
  Score: Raw -1953068.043109 + Penalty 3170.484041 = -1949897.559068
  nChanged 116
		SP:Iteration 71Q (1510.500000 sec): 3 clusters
  Score: Raw -1953084.271717 + Penalty 3170.484041 = -1949913.787676
  nChanged 106
		SP:Iteration 72Q (1510.540000 sec): 3 clusters
  Score: Raw -1953100.939182 + Penalty 3170.484041 = -1949930.455141
  nChanged 127
		SP:Iteration 73Q (1510.590000 sec): 3 clusters
  Score: Raw -1953123.138065 + Penalty 3170.484041 = -1949952.654024
  nChanged 160
		SP:Iteration 74Q (1510.630000 sec): 3 clusters
  Score: Raw -1953153.756567 + Penalty 3170.484041 = -1949983.272526
  nChanged 172
		SP:Iteration 75Q (1510.680000 sec): 3 clusters
  Score: Raw -1953187.404801 + Penalty 3170.484041 = -1950016.920760
  nChanged 155
		SP:Iteration 76Q (1510.720000 sec): 3 clusters
  Score: Raw -1953214.866450 + Penalty 3170.484041 = -1950044.382408
  nChanged 164
		SP:Iteration 77Q (1510.770000 sec): 3 clusters
  Score: Raw -1953244.302001 + Penalty 3170.484041 = -1950073.817960
  nChanged 170
		SP:Iteration 78Q (1510.810000 sec): 3 clusters
  Score: Raw -1953279.240895 + Penalty 3170.484041 = -1950108.756854
  nChanged 177
		SP:Iteration 79Q (1510.860000 sec): 3 clusters
  Score: Raw -1953318.341334 + Penalty 3170.484041 = -1950147.857292
  nChanged 198
		SP:Iteration 80F (1510.900000 sec): 3 clusters
  Score: Raw -1953365.223479 + Penalty 3170.484041 = -1950194.739438
  nChanged 204
		SP:Iteration 81Q (1510.950000 sec): 3 clusters
  Score: Raw -1953415.486742 + Penalty 3170.484041 = -1950245.002701
  nChanged 222
		SP:Iteration 82Q (1510.990000 sec): 3 clusters
  Score: Raw -1953473.005241 + Penalty 3170.484041 = -1950302.521200
  nChanged 217
		SP:Iteration 83Q (1511.040000 sec): 3 clusters
  Score: Raw -1953526.799199 + Penalty 3170.484041 = -1950356.315158
  nChanged 179
		SP:Iteration 84Q (1511.080000 sec): 3 clusters
  Score: Raw -1953571.509611 + Penalty 3170.484041 = -1950401.025570
  nChanged 179
		SP:Iteration 85Q (1511.130000 sec): 3 clusters
  Score: Raw -1953622.069224 + Penalty 3170.484041 = -1950451.585183
  nChanged 190
		SP:Iteration 86Q (1511.170000 sec): 3 clusters
  Score: Raw -1953683.323650 + Penalty 3170.484041 = -1950512.839609
  nChanged 199
		SP:Iteration 87Q (1511.220000 sec): 3 clusters
  Score: Raw -1953751.696544 + Penalty 3170.484041 = -1950581.212503
  nChanged 192
		SP:Iteration 88Q (1511.260000 sec): 3 clusters
  Score: Raw -1953817.035025 + Penalty 3170.484041 = -1950646.550984
  nChanged 187
		SP:Iteration 89Q (1511.310000 sec): 3 clusters
  Score: Raw -1953880.414025 + Penalty 3170.484041 = -1950709.929984
  nChanged 192
		SP:Iteration 90Q (1511.350000 sec): 3 clusters
  Score: Raw -1953946.632368 + Penalty 3170.484041 = -1950776.148327
  nChanged 173
		SP:Iteration 91Q (1511.400000 sec): 3 clusters
  Score: Raw -1954012.313424 + Penalty 3170.484041 = -1950841.829383
  nChanged 143
		SP:Iteration 92Q (1511.440000 sec): 3 clusters
  Score: Raw -1954067.034509 + Penalty 3170.484041 = -1950896.550468
  nChanged 118
		SP:Iteration 93Q (1511.480000 sec): 3 clusters
  Score: Raw -1954114.736706 + Penalty 3170.484041 = -1950944.252665
  nChanged 115
		SP:Iteration 94Q (1511.520000 sec): 3 clusters
  Score: Raw -1954160.140407 + Penalty 3170.484041 = -1950989.656366
  nChanged 94
		SP:Iteration 95Q (1511.570000 sec): 3 clusters
  Score: Raw -1954205.196858 + Penalty 3170.484041 = -1951034.712817
  nChanged 89
		SP:Iteration 96Q (1511.610000 sec): 3 clusters
  Score: Raw -1954247.294034 + Penalty 3170.484041 = -1951076.809993
  nChanged 86
		SP:Iteration 97Q (1511.650000 sec): 3 clusters
  Score: Raw -1954297.559161 + Penalty 3170.484041 = -1951127.075120
  nChanged 81
		SP:Iteration 98Q (1511.690000 sec): 3 clusters
  Score: Raw -1954332.500602 + Penalty 3170.484041 = -1951162.016561
  nChanged 60
		SP:Iteration 99Q (1511.730000 sec): 3 clusters
  Score: Raw -1954356.805365 + Penalty 3170.484041 = -1951186.321324
  nChanged 52
		SP:Iteration 100F (1511.770000 sec): 3 clusters
  Score: Raw -1954374.702850 + Penalty 3170.484041 = -1951204.218809
  nChanged 57
		SP:Iteration 101Q (1511.810000 sec): 3 clusters
  Score: Raw -1954394.796946 + Penalty 3170.484041 = -1951224.312905
  nChanged 46
		SP:Iteration 102Q (1511.850000 sec): 3 clusters
  Score: Raw -1954410.743775 + Penalty 3170.484041 = -1951240.259734
  nChanged 37
		SP:Iteration 103Q (1511.890000 sec): 3 clusters
  Score: Raw -1954424.513193 + Penalty 3170.484041 = -1951254.029151
  nChanged 46
		SP:Iteration 104Q (1511.930000 sec): 3 clusters
  Score: Raw -1954440.763821 + Penalty 3170.484041 = -1951270.279780
  nChanged 35
		SP:Iteration 105Q (1511.960000 sec): 3 clusters
  Score: Raw -1954452.287418 + Penalty 3170.484041 = -1951281.803377
  nChanged 34
		SP:Iteration 106Q (1512.000000 sec): 3 clusters
  Score: Raw -1954464.619487 + Penalty 3170.484041 = -1951294.135446
  nChanged 27
		SP:Iteration 107Q (1512.040000 sec): 3 clusters
  Score: Raw -1954472.175430 + Penalty 3170.484041 = -1951301.691388
  nChanged 26
		SP:Iteration 108Q (1512.080000 sec): 3 clusters
  Score: Raw -1954480.803157 + Penalty 3170.484041 = -1951310.319116
  nChanged 23
		SP:Iteration 109Q (1512.110000 sec): 3 clusters
  Score: Raw -1954488.019564 + Penalty 3170.484041 = -1951317.535523
  nChanged 20
		SP:Iteration 110Q (1512.150000 sec): 3 clusters
  Score: Raw -1954492.873280 + Penalty 3170.484041 = -1951322.389239
  nChanged 13
		SP:Iteration 111Q (1512.190000 sec): 3 clusters
  Score: Raw -1954496.327932 + Penalty 3170.484041 = -1951325.843891
  nChanged 17
		SP:Iteration 112Q (1512.230000 sec): 3 clusters
  Score: Raw -1954500.816975 + Penalty 3170.484041 = -1951330.332934
  nChanged 18
		SP:Iteration 113Q (1512.260000 sec): 3 clusters
  Score: Raw -1954504.751609 + Penalty 3170.484041 = -1951334.267568
  nChanged 11
		SP:Iteration 114Q (1512.300000 sec): 3 clusters
  Score: Raw -1954507.279445 + Penalty 3170.484041 = -1951336.795404
  nChanged 14
		SP:Iteration 115Q (1512.340000 sec): 3 clusters
  Score: Raw -1954513.021483 + Penalty 3170.484041 = -1951342.537442
  nChanged 15
		SP:Iteration 116Q (1512.380000 sec): 3 clusters
  Score: Raw -1954519.609079 + Penalty 3170.484041 = -1951349.125038
  nChanged 23
		SP:Iteration 117Q (1512.420000 sec): 3 clusters
  Score: Raw -1954531.035146 + Penalty 3170.484041 = -1951360.551104
  nChanged 33
		SP:Iteration 118Q (1512.450000 sec): 3 clusters
  Score: Raw -1954545.558042 + Penalty 3170.484041 = -1951375.074001
  nChanged 31
		SP:Iteration 119Q (1512.490000 sec): 3 clusters
  Score: Raw -1954556.085782 + Penalty 3170.484041 = -1951385.601740
  nChanged 27
		SP:Iteration 120F (1512.540000 sec): 3 clusters
  Score: Raw -1954563.245037 + Penalty 3170.484041 = -1951392.760996
  nChanged 29
		SP:Iteration 121Q (1512.570000 sec): 3 clusters
  Score: Raw -1954574.671422 + Penalty 3170.484041 = -1951404.187381
  nChanged 31
		SP:Iteration 122Q (1512.610000 sec): 3 clusters
  Score: Raw -1954587.300792 + Penalty 3170.484041 = -1951416.816751
  nChanged 33
		SP:Iteration 123Q (1512.640000 sec): 3 clusters
  Score: Raw -1954597.563881 + Penalty 3170.484041 = -1951427.079840
  nChanged 21
		SP:Iteration 124Q (1512.690000 sec): 3 clusters
  Score: Raw -1954607.543294 + Penalty 3170.484041 = -1951437.059253
  nChanged 22
		SP:Iteration 125Q (1512.720000 sec): 3 clusters
  Score: Raw -1954615.126060 + Penalty 3170.484041 = -1951444.642019
  nChanged 27
		SP:Iteration 126Q (1512.760000 sec): 3 clusters
  Score: Raw -1954628.496357 + Penalty 3170.484041 = -1951458.012316
  nChanged 38
		SP:Iteration 127Q (1512.790000 sec): 3 clusters
  Score: Raw -1954645.473977 + Penalty 3170.484041 = -1951474.989936
  nChanged 29
		SP:Iteration 128Q (1512.830000 sec): 3 clusters
  Score: Raw -1954652.796650 + Penalty 3170.484041 = -1951482.312609
  nChanged 23
		SP:Iteration 129Q (1512.870000 sec): 3 clusters
  Score: Raw -1954659.131726 + Penalty 3170.484041 = -1951488.647685
  nChanged 17
		SP:Iteration 130Q (1512.900000 sec): 3 clusters
  Score: Raw -1954663.556020 + Penalty 3170.484041 = -1951493.071979
  nChanged 21
		SP:Iteration 131Q (1512.940000 sec): 3 clusters
  Score: Raw -1954670.913698 + Penalty 3170.484041 = -1951500.429657
  nChanged 28
		SP:Iteration 132Q (1512.970000 sec): 3 clusters
  Score: Raw -1954677.996690 + Penalty 3170.484041 = -1951507.512649
  nChanged 23
		SP:Iteration 133Q (1513.010000 sec): 3 clusters
  Score: Raw -1954683.081687 + Penalty 3170.484041 = -1951512.597645
  nChanged 21
		SP:Iteration 134Q (1513.050000 sec): 3 clusters
  Score: Raw -1954687.942650 + Penalty 3170.484041 = -1951517.458608
  nChanged 18
		SP:Iteration 135Q (1513.090000 sec): 3 clusters
  Score: Raw -1954692.047384 + Penalty 3170.484041 = -1951521.563343
  nChanged 15
		SP:Iteration 136Q (1513.120000 sec): 3 clusters
  Score: Raw -1954695.570362 + Penalty 3170.484041 = -1951525.086321
  nChanged 16
		SP:Iteration 137Q (1513.160000 sec): 3 clusters
  Score: Raw -1954699.866996 + Penalty 3170.484041 = -1951529.382954
  nChanged 14
		SP:Iteration 138Q (1513.200000 sec): 3 clusters
  Score: Raw -1954703.604919 + Penalty 3170.484041 = -1951533.120878
  nChanged 12
		SP:Iteration 139Q (1513.230000 sec): 3 clusters
  Score: Raw -1954707.148519 + Penalty 3170.484041 = -1951536.664478
  nChanged 13
		SP:Iteration 140F (1513.280000 sec): 3 clusters
  Score: Raw -1954710.160670 + Penalty 3170.484041 = -1951539.676629
  nChanged 16
		SP:Iteration 141Q (1513.310000 sec): 3 clusters
  Score: Raw -1954712.968817 + Penalty 3170.484041 = -1951542.484776
  nChanged 18
		SP:Iteration 142Q (1513.350000 sec): 3 clusters
  Score: Raw -1954716.846928 + Penalty 3170.484041 = -1951546.362887
  nChanged 18
		SP:Iteration 143Q (1513.390000 sec): 3 clusters
  Score: Raw -1954719.455268 + Penalty 3170.484041 = -1951548.971227
  nChanged 13
		SP:Iteration 144Q (1513.430000 sec): 3 clusters
  Score: Raw -1954721.571040 + Penalty 3170.484041 = -1951551.086998
  nChanged 7
		SP:Iteration 145Q (1513.460000 sec): 3 clusters
  Score: Raw -1954722.830122 + Penalty 3170.484041 = -1951552.346081
  nChanged 4
		SP:Iteration 146Q (1513.500000 sec): 3 clusters
  Score: Raw -1954723.437700 + Penalty 3170.484041 = -1951552.953658
  nChanged 3
		SP:Iteration 147Q (1513.530000 sec): 3 clusters
  Score: Raw -1954723.889546 + Penalty 3170.484041 = -1951553.405505
  nChanged 0
		SP:Iteration 148F (1513.580000 sec): 3 clusters
  Score: Raw -1954723.889546 + Penalty 3170.484041 = -1951553.405505
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 15 (1865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1513.600000 sec): 2 clusters
  Score: Raw -203440.879514 + Penalty 1223.790154 = -202217.089360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1513.600000 sec): 3 clusters
  Score: Raw -202727.727747 + Penalty 2447.580308 = -200280.147439
  nChanged 673
		SP:Iteration 1F (1513.610000 sec): 3 clusters
  Score: Raw -203537.527578 + Penalty 2447.580308 = -201089.947270
  nChanged 316
		SP:Iteration 2F (1513.610000 sec): 3 clusters
  Score: Raw -204584.507995 + Penalty 2447.580308 = -202136.927687
  nChanged 308
		SP:Iteration 3F (1513.610000 sec): 3 clusters
  Score: Raw -205639.352536 + Penalty 2447.580308 = -203191.772228
  nChanged 142
		SP:Iteration 4F (1513.620000 sec): 3 clusters
  Score: Raw -205835.455697 + Penalty 2447.580308 = -203387.875389
  nChanged 33
		SP:Iteration 5Q (1513.630000 sec): 3 clusters
  Score: Raw -205856.962289 + Penalty 2447.580308 = -203409.381981
  nChanged 10
		SP:Iteration 6Q (1513.630000 sec): 3 clusters
  Score: Raw -205863.887422 + Penalty 2447.580308 = -203416.307114
  nChanged 7
		SP:Iteration 7Q (1513.630000 sec): 3 clusters
  Score: Raw -205867.781685 + Penalty 2447.580308 = -203420.201377
  nChanged 1
		SP:Iteration 8Q (1513.640000 sec): 3 clusters
  Score: Raw -205868.358291 + Penalty 2447.580308 = -203420.777983
  nChanged 1
		SP:Iteration 9Q (1513.640000 sec): 3 clusters
  Score: Raw -205868.770551 + Penalty 2447.580308 = -203421.190243
  nChanged 1
		SP:Iteration 10Q (1513.640000 sec): 3 clusters
  Score: Raw -205869.130030 + Penalty 2447.580308 = -203421.549722
  nChanged 2
		SP:Iteration 11Q (1513.650000 sec): 3 clusters
  Score: Raw -205869.697224 + Penalty 2447.580308 = -203422.116916
  nChanged 1
		SP:Iteration 12Q (1513.650000 sec): 3 clusters
  Score: Raw -205870.170079 + Penalty 2447.580308 = -203422.589771
  nChanged 0
		SP:Iteration 13F (1513.660000 sec): 3 clusters
  Score: Raw -205870.170079 + Penalty 2447.580308 = -203422.589771
  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 12.42 GB.

 Trying to split cluster 16 (5383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1513.680000 sec): 2 clusters
  Score: Raw -606332.797748 + Penalty 1396.037682 = -604936.760066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1513.700000 sec): 3 clusters
  Score: Raw -603563.173293 + Penalty 2792.075364 = -600771.097929
  nChanged 2183
		SP:Iteration 1F (1513.710000 sec): 3 clusters
  Score: Raw -604888.056221 + Penalty 2792.075364 = -602095.980858
  nChanged 441
		SP:Iteration 2F (1513.730000 sec): 3 clusters
  Score: Raw -605193.689290 + Penalty 2792.075364 = -602401.613926
  nChanged 342
		SP:Iteration 3F (1513.740000 sec): 3 clusters
  Score: Raw -605409.904578 + Penalty 2792.075364 = -602617.829215
  nChanged 307
		SP:Iteration 4F (1513.760000 sec): 3 clusters
  Score: Raw -605634.443210 + Penalty 2792.075364 = -602842.367847
  nChanged 301
		SP:Iteration 5F (1513.770000 sec): 3 clusters
  Score: Raw -605852.832771 + Penalty 2792.075364 = -603060.757407
  nChanged 274
		SP:Iteration 6F (1513.780000 sec): 3 clusters
  Score: Raw -606059.814101 + Penalty 2792.075364 = -603267.738738
  nChanged 260
		SP:Iteration 7Q (1513.800000 sec): 3 clusters
  Score: Raw -606258.984469 + Penalty 2792.075364 = -603466.909105
  nChanged 240
		SP:Iteration 8Q (1513.810000 sec): 3 clusters
  Score: Raw -606384.994919 + Penalty 2792.075364 = -603592.919556
  nChanged 156
		SP:Iteration 9Q (1513.820000 sec): 3 clusters
  Score: Raw -606450.799037 + Penalty 2792.075364 = -603658.723673
  nChanged 105
		SP:Iteration 10Q (1513.840000 sec): 3 clusters
  Score: Raw -606490.629706 + Penalty 2792.075364 = -603698.554343
  nChanged 86
		SP:Iteration 11Q (1513.850000 sec): 3 clusters
  Score: Raw -606520.325926 + Penalty 2792.075364 = -603728.250563
  nChanged 61
		SP:Iteration 12Q (1513.860000 sec): 3 clusters
  Score: Raw -606540.379874 + Penalty 2792.075364 = -603748.304511
  nChanged 51
		SP:Iteration 13Q (1513.870000 sec): 3 clusters
  Score: Raw -606553.629176 + Penalty 2792.075364 = -603761.553813
  nChanged 42
		SP:Iteration 14Q (1513.890000 sec): 3 clusters
  Score: Raw -606566.536944 + Penalty 2792.075364 = -603774.461580
  nChanged 36
		SP:Iteration 15Q (1513.900000 sec): 3 clusters
  Score: Raw -606577.179482 + Penalty 2792.075364 = -603785.104118
  nChanged 36
		SP:Iteration 16Q (1513.910000 sec): 3 clusters
  Score: Raw -606587.515288 + Penalty 2792.075364 = -603795.439925
  nChanged 32
		SP:Iteration 17Q (1513.920000 sec): 3 clusters
  Score: Raw -606598.139178 + Penalty 2792.075364 = -603806.063814
  nChanged 33
		SP:Iteration 18Q (1513.940000 sec): 3 clusters
  Score: Raw -606609.066626 + Penalty 2792.075364 = -603816.991263
  nChanged 29
		SP:Iteration 19Q (1513.950000 sec): 3 clusters
  Score: Raw -606615.805412 + Penalty 2792.075364 = -603823.730049
  nChanged 18
		SP:Iteration 20F (1513.960000 sec): 3 clusters
  Score: Raw -606619.008136 + Penalty 2792.075364 = -603826.932773
  nChanged 14
		SP:Iteration 21Q (1513.980000 sec): 3 clusters
  Score: Raw -606621.241798 + Penalty 2792.075364 = -603829.166435
  nChanged 10
		SP:Iteration 22Q (1513.990000 sec): 3 clusters
  Score: Raw -606623.165326 + Penalty 2792.075364 = -603831.089963
  nChanged 9
		SP:Iteration 23Q (1514.000000 sec): 3 clusters
  Score: Raw -606625.095808 + Penalty 2792.075364 = -603833.020445
  nChanged 11
		SP:Iteration 24Q (1514.020000 sec): 3 clusters
  Score: Raw -606627.659231 + Penalty 2792.075364 = -603835.583868
  nChanged 9
		SP:Iteration 25Q (1514.030000 sec): 3 clusters
  Score: Raw -606629.955507 + Penalty 2792.075364 = -603837.880143
  nChanged 13
		SP:Iteration 26Q (1514.040000 sec): 3 clusters
  Score: Raw -606632.615900 + Penalty 2792.075364 = -603840.540537
  nChanged 6
		SP:Iteration 27Q (1514.060000 sec): 3 clusters
  Score: Raw -606633.590963 + Penalty 2792.075364 = -603841.515599
  nChanged 5
		SP:Iteration 28Q (1514.070000 sec): 3 clusters
  Score: Raw -606634.536688 + Penalty 2792.075364 = -603842.461325
  nChanged 8
		SP:Iteration 29Q (1514.080000 sec): 3 clusters
  Score: Raw -606636.379485 + Penalty 2792.075364 = -603844.304121
  nChanged 9
		SP:Iteration 30Q (1514.100000 sec): 3 clusters
  Score: Raw -606637.941640 + Penalty 2792.075364 = -603845.866276
  nChanged 6
		SP:Iteration 31Q (1514.110000 sec): 3 clusters
  Score: Raw -606639.284133 + Penalty 2792.075364 = -603847.208769
  nChanged 8
		SP:Iteration 32Q (1514.120000 sec): 3 clusters
  Score: Raw -606641.630354 + Penalty 2792.075364 = -603849.554991
  nChanged 4
		SP:Iteration 33Q (1514.140000 sec): 3 clusters
  Score: Raw -606642.139864 + Penalty 2792.075364 = -603850.064501
  nChanged 3
		SP:Iteration 34Q (1514.150000 sec): 3 clusters
  Score: Raw -606642.423251 + Penalty 2792.075364 = -603850.347888
  nChanged 1
		SP:Iteration 35Q (1514.160000 sec): 3 clusters
  Score: Raw -606642.739148 + Penalty 2792.075364 = -603850.663785
  nChanged 2
		SP:Iteration 36Q (1514.180000 sec): 3 clusters
  Score: Raw -606642.985228 + Penalty 2792.075364 = -603850.909865
  nChanged 1
		SP:Iteration 37Q (1514.190000 sec): 3 clusters
  Score: Raw -606643.101464 + Penalty 2792.075364 = -603851.026100
  nChanged 0
		SP:Iteration 38F (1514.200000 sec): 3 clusters
  Score: Raw -606643.101464 + Penalty 2792.075364 = -603851.026100
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (2040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1514.220000 sec): 2 clusters
  Score: Raw -210923.691653 + Penalty 1238.364577 = -209685.327077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1514.220000 sec): 3 clusters
  Score: Raw -210188.030715 + Penalty 2476.729153 = -207711.301562
  nChanged 759
		SP:Iteration 1F (1514.230000 sec): 3 clusters
  Score: Raw -211464.671661 + Penalty 2476.729153 = -208987.942508
  nChanged 325
		SP:Iteration 2F (1514.230000 sec): 3 clusters
  Score: Raw -213215.550364 + Penalty 2476.729153 = -210738.821210
  nChanged 278
		SP:Iteration 3F (1514.240000 sec): 3 clusters
  Score: Raw -213976.714567 + Penalty 2476.729153 = -211499.985414
  nChanged 135
		SP:Iteration 4F (1514.240000 sec): 3 clusters
  Score: Raw -214359.448270 + Penalty 2476.729153 = -211882.719117
  nChanged 87
		SP:Iteration 5Q (1514.240000 sec): 3 clusters
  Score: Raw -214688.050677 + Penalty 2476.729153 = -212211.321524
  nChanged 34
		SP:Iteration 6Q (1514.250000 sec): 3 clusters
  Score: Raw -214813.398392 + Penalty 2476.729153 = -212336.669239
  nChanged 34
		SP:Iteration 7Q (1514.250000 sec): 3 clusters
  Score: Raw -214935.111102 + Penalty 2476.729153 = -212458.381949
  nChanged 22
		SP:Iteration 8Q (1514.260000 sec): 3 clusters
  Score: Raw -214993.043824 + Penalty 2476.729153 = -212516.314671
  nChanged 14
		SP:Iteration 9Q (1514.260000 sec): 3 clusters
  Score: Raw -215031.273825 + Penalty 2476.729153 = -212554.544671
  nChanged 13
		SP:Iteration 10Q (1514.260000 sec): 3 clusters
  Score: Raw -215053.983806 + Penalty 2476.729153 = -212577.254653
  nChanged 13
		SP:Iteration 11Q (1514.270000 sec): 3 clusters
  Score: Raw -215102.592452 + Penalty 2476.729153 = -212625.863299
  nChanged 19
		SP:Iteration 12Q (1514.270000 sec): 3 clusters
  Score: Raw -215181.602030 + Penalty 2476.729153 = -212704.872877
  nChanged 18
		SP:Iteration 13Q (1514.280000 sec): 3 clusters
  Score: Raw -215240.530161 + Penalty 2476.729153 = -212763.801008
  nChanged 19
		SP:Iteration 14Q (1514.280000 sec): 3 clusters
  Score: Raw -215282.164748 + Penalty 2476.729153 = -212805.435595
  nChanged 13
		SP:Iteration 15Q (1514.280000 sec): 3 clusters
  Score: Raw -215304.265197 + Penalty 2476.729153 = -212827.536044
  nChanged 8
		SP:Iteration 16Q (1514.280000 sec): 3 clusters
  Score: Raw -215314.716527 + Penalty 2476.729153 = -212837.987374
  nChanged 6
		SP:Iteration 17Q (1514.290000 sec): 3 clusters
  Score: Raw -215324.759190 + Penalty 2476.729153 = -212848.030037
  nChanged 4
		SP:Iteration 18Q (1514.290000 sec): 3 clusters
  Score: Raw -215335.520055 + Penalty 2476.729153 = -212858.790902
  nChanged 4
		SP:Iteration 19Q (1514.300000 sec): 3 clusters
  Score: Raw -215346.706481 + Penalty 2476.729153 = -212869.977328
  nChanged 0
		SP:Iteration 20F (1514.300000 sec): 3 clusters
  Score: Raw -215355.736321 + Penalty 2476.729153 = -212879.007168
  nChanged 6
		SP:Iteration 21Q (1514.300000 sec): 3 clusters
  Score: Raw -215362.623201 + Penalty 2476.729153 = -212885.894047
  nChanged 3
		SP:Iteration 22Q (1514.310000 sec): 3 clusters
  Score: Raw -215365.428775 + Penalty 2476.729153 = -212888.699621
  nChanged 3
		SP:Iteration 23Q (1514.310000 sec): 3 clusters
  Score: Raw -215367.231030 + Penalty 2476.729153 = -212890.501877
  nChanged 4
		SP:Iteration 24Q (1514.320000 sec): 3 clusters
  Score: Raw -215377.574195 + Penalty 2476.729153 = -212900.845042
  nChanged 2
		SP:Iteration 25Q (1514.320000 sec): 3 clusters
  Score: Raw -215385.615771 + Penalty 2476.729153 = -212908.886618
  nChanged 1
		SP:Iteration 26Q (1514.320000 sec): 3 clusters
  Score: Raw -215386.019147 + Penalty 2476.729153 = -212909.289994
  nChanged 0
		SP:Iteration 27F (1514.330000 sec): 3 clusters
  Score: Raw -215386.019147 + Penalty 2476.729153 = -212909.289994
  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 12.42 GB.

 Trying to split cluster 18 (19431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1514.400000 sec): 2 clusters
  Score: Raw -2250484.119956 + Penalty 1604.626564 = -2248879.493392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1514.450000 sec): 3 clusters
  Score: Raw -2238824.225383 + Penalty 3209.253128 = -2235614.972256
  nChanged 8805
		SP:Iteration 1F (1514.500000 sec): 3 clusters
  Score: Raw -2243575.945328 + Penalty 3209.253128 = -2240366.692200
  nChanged 983
		SP:Iteration 2F (1514.560000 sec): 3 clusters
  Score: Raw -2243894.095225 + Penalty 3209.253128 = -2240684.842098
  nChanged 827
		SP:Iteration 3Q (1514.610000 sec): 3 clusters
  Score: Raw -2244143.506198 + Penalty 3209.253128 = -2240934.253070
  nChanged 767
		SP:Iteration 4Q (1514.660000 sec): 3 clusters
  Score: Raw -2244388.805577 + Penalty 3209.253128 = -2241179.552450
  nChanged 787
		SP:Iteration 5Q (1514.710000 sec): 3 clusters
  Score: Raw -2244682.068533 + Penalty 3209.253128 = -2241472.815405
  nChanged 837
		SP:Iteration 6Q (1514.760000 sec): 3 clusters
  Score: Raw -2245038.127919 + Penalty 3209.253128 = -2241828.874792
  nChanged 975
		SP:Iteration 7F (1514.820000 sec): 3 clusters
  Score: Raw -2245553.834758 + Penalty 3209.253128 = -2242344.581630
  nChanged 1152
		SP:Iteration 8F (1514.870000 sec): 3 clusters
  Score: Raw -2246259.199080 + Penalty 3209.253128 = -2243049.945952
  nChanged 1251
		SP:Iteration 9F (1514.920000 sec): 3 clusters
  Score: Raw -2247111.565889 + Penalty 3209.253128 = -2243902.312762
  nChanged 1236
		SP:Iteration 10F (1514.970000 sec): 3 clusters
  Score: Raw -2247988.295823 + Penalty 3209.253128 = -2244779.042695
  nChanged 1047
		SP:Iteration 11F (1515.020000 sec): 3 clusters
  Score: Raw -2248720.201909 + Penalty 3209.253128 = -2245510.948782
  nChanged 883
		SP:Iteration 12Q (1515.070000 sec): 3 clusters
  Score: Raw -2249375.858719 + Penalty 3209.253128 = -2246166.605591
  nChanged 697
		SP:Iteration 13Q (1515.120000 sec): 3 clusters
  Score: Raw -2249907.056968 + Penalty 3209.253128 = -2246697.803841
  nChanged 479
		SP:Iteration 14Q (1515.170000 sec): 3 clusters
  Score: Raw -2250256.028268 + Penalty 3209.253128 = -2247046.775140
  nChanged 343
		SP:Iteration 15Q (1515.220000 sec): 3 clusters
  Score: Raw -2250499.400520 + Penalty 3209.253128 = -2247290.147392
  nChanged 224
		SP:Iteration 16Q (1515.270000 sec): 3 clusters
  Score: Raw -2250651.635741 + Penalty 3209.253128 = -2247442.382613
  nChanged 161
		SP:Iteration 17Q (1515.320000 sec): 3 clusters
  Score: Raw -2250745.574737 + Penalty 3209.253128 = -2247536.321610
  nChanged 103
		SP:Iteration 18Q (1515.360000 sec): 3 clusters
  Score: Raw -2250808.904457 + Penalty 3209.253128 = -2247599.651329
  nChanged 77
		SP:Iteration 19Q (1515.410000 sec): 3 clusters
  Score: Raw -2250849.491992 + Penalty 3209.253128 = -2247640.238864
  nChanged 42
		SP:Iteration 20F (1515.460000 sec): 3 clusters
  Score: Raw -2250874.086281 + Penalty 3209.253128 = -2247664.833154
  nChanged 49
		SP:Iteration 21Q (1515.500000 sec): 3 clusters
  Score: Raw -2250899.108354 + Penalty 3209.253128 = -2247689.855227
  nChanged 42
		SP:Iteration 22Q (1515.550000 sec): 3 clusters
  Score: Raw -2250922.056135 + Penalty 3209.253128 = -2247712.803007
  nChanged 31
		SP:Iteration 23Q (1515.590000 sec): 3 clusters
  Score: Raw -2250938.179089 + Penalty 3209.253128 = -2247728.925962
  nChanged 25
		SP:Iteration 24Q (1515.640000 sec): 3 clusters
  Score: Raw -2250949.009939 + Penalty 3209.253128 = -2247739.756811
  nChanged 17
		SP:Iteration 25Q (1515.680000 sec): 3 clusters
  Score: Raw -2250956.108592 + Penalty 3209.253128 = -2247746.855464
  nChanged 13
		SP:Iteration 26Q (1515.720000 sec): 3 clusters
  Score: Raw -2250962.690850 + Penalty 3209.253128 = -2247753.437723
  nChanged 14
		SP:Iteration 27Q (1515.760000 sec): 3 clusters
  Score: Raw -2250968.869932 + Penalty 3209.253128 = -2247759.616804
  nChanged 10
		SP:Iteration 28Q (1515.810000 sec): 3 clusters
  Score: Raw -2250973.169779 + Penalty 3209.253128 = -2247763.916651
  nChanged 4
		SP:Iteration 29Q (1515.850000 sec): 3 clusters
  Score: Raw -2250974.491738 + Penalty 3209.253128 = -2247765.238611
  nChanged 3
		SP:Iteration 30Q (1515.900000 sec): 3 clusters
  Score: Raw -2250975.252086 + Penalty 3209.253128 = -2247765.998958
  nChanged 2
		SP:Iteration 31Q (1515.940000 sec): 3 clusters
  Score: Raw -2250976.309884 + Penalty 3209.253128 = -2247767.056757
  nChanged 1
		SP:Iteration 32Q (1515.980000 sec): 3 clusters
  Score: Raw -2250976.998152 + Penalty 3209.253128 = -2247767.745025
  nChanged 2
		SP:Iteration 33Q (1516.020000 sec): 3 clusters
  Score: Raw -2250977.485898 + Penalty 3209.253128 = -2247768.232771
  nChanged 1
		SP:Iteration 34Q (1516.070000 sec): 3 clusters
  Score: Raw -2250977.757299 + Penalty 3209.253128 = -2247768.504171
  nChanged 0
		SP:Iteration 35F (1516.120000 sec): 3 clusters
  Score: Raw -2250977.757299 + Penalty 3209.253128 = -2247768.504171
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (29037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1516.200000 sec): 2 clusters
  Score: Raw -3317054.789448 + Penalty 1669.903001 = -3315384.886447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1516.280000 sec): 3 clusters
  Score: Raw -3299110.167455 + Penalty 3339.806001 = -3295770.361454
  nChanged 13489
		SP:Iteration 1F (1516.360000 sec): 3 clusters
  Score: Raw -3306886.823484 + Penalty 3339.806001 = -3303547.017482
  nChanged 1409
		SP:Iteration 2Q (1516.440000 sec): 3 clusters
  Score: Raw -3307396.242793 + Penalty 3339.806001 = -3304056.436792
  nChanged 1440
		SP:Iteration 3Q (1516.520000 sec): 3 clusters
  Score: Raw -3307979.872321 + Penalty 3339.806001 = -3304640.066320
  nChanged 1564
		SP:Iteration 4F (1516.600000 sec): 3 clusters
  Score: Raw -3308740.823674 + Penalty 3339.806001 = -3305401.017673
  nChanged 1762
		SP:Iteration 5F (1516.680000 sec): 3 clusters
  Score: Raw -3309783.425210 + Penalty 3339.806001 = -3306443.619209
  nChanged 1859
		SP:Iteration 6F (1516.760000 sec): 3 clusters
  Score: Raw -3310964.821179 + Penalty 3339.806001 = -3307625.015177
  nChanged 1842
		SP:Iteration 7F (1516.830000 sec): 3 clusters
  Score: Raw -3312135.769530 + Penalty 3339.806001 = -3308795.963528
  nChanged 1669
		SP:Iteration 8F (1516.910000 sec): 3 clusters
  Score: Raw -3313106.390886 + Penalty 3339.806001 = -3309766.584885
  nChanged 1315
		SP:Iteration 9Q (1516.990000 sec): 3 clusters
  Score: Raw -3313877.752009 + Penalty 3339.806001 = -3310537.946008
  nChanged 1085
		SP:Iteration 10Q (1517.070000 sec): 3 clusters
  Score: Raw -3314588.412021 + Penalty 3339.806001 = -3311248.606020
  nChanged 936
		SP:Iteration 11Q (1517.150000 sec): 3 clusters
  Score: Raw -3315408.294343 + Penalty 3339.806001 = -3312068.488342
  nChanged 845
		SP:Iteration 12Q (1517.230000 sec): 3 clusters
  Score: Raw -3316358.240403 + Penalty 3339.806001 = -3313018.434401
  nChanged 731
		SP:Iteration 13Q (1517.300000 sec): 3 clusters
  Score: Raw -3317170.497935 + Penalty 3339.806001 = -3313830.691933
  nChanged 590
		SP:Iteration 14Q (1517.380000 sec): 3 clusters
  Score: Raw -3317819.290899 + Penalty 3339.806001 = -3314479.484898
  nChanged 469
		SP:Iteration 15Q (1517.440000 sec): 3 clusters
  Score: Raw -3318267.098615 + Penalty 3339.806001 = -3314927.292613
  nChanged 341
		SP:Iteration 16Q (1517.500000 sec): 3 clusters
  Score: Raw -3318489.404035 + Penalty 3339.806001 = -3315149.598033
  nChanged 262
		SP:Iteration 17Q (1517.560000 sec): 3 clusters
  Score: Raw -3318621.523944 + Penalty 3339.806001 = -3315281.717943
  nChanged 212
		SP:Iteration 18Q (1517.620000 sec): 3 clusters
  Score: Raw -3318696.055204 + Penalty 3339.806001 = -3315356.249202
  nChanged 159
		SP:Iteration 19Q (1517.680000 sec): 3 clusters
  Score: Raw -3318745.872864 + Penalty 3339.806001 = -3315406.066863
  nChanged 141
		SP:Iteration 20F (1517.760000 sec): 3 clusters
  Score: Raw -3318793.228206 + Penalty 3339.806001 = -3315453.422205
  nChanged 145
		SP:Iteration 21Q (1517.820000 sec): 3 clusters
  Score: Raw -3318841.267279 + Penalty 3339.806001 = -3315501.461277
  nChanged 140
		SP:Iteration 22Q (1517.880000 sec): 3 clusters
  Score: Raw -3318885.900143 + Penalty 3339.806001 = -3315546.094141
  nChanged 139
		SP:Iteration 23Q (1517.940000 sec): 3 clusters
  Score: Raw -3318923.629915 + Penalty 3339.806001 = -3315583.823914
  nChanged 128
		SP:Iteration 24Q (1518.010000 sec): 3 clusters
  Score: Raw -3318955.885212 + Penalty 3339.806001 = -3315616.079211
  nChanged 130
		SP:Iteration 25Q (1518.070000 sec): 3 clusters
  Score: Raw -3318986.743645 + Penalty 3339.806001 = -3315646.937643
  nChanged 127
		SP:Iteration 26Q (1518.130000 sec): 3 clusters
  Score: Raw -3319017.078830 + Penalty 3339.806001 = -3315677.272828
  nChanged 103
		SP:Iteration 27Q (1518.190000 sec): 3 clusters
  Score: Raw -3319041.290511 + Penalty 3339.806001 = -3315701.484510
  nChanged 114
		SP:Iteration 28Q (1518.250000 sec): 3 clusters
  Score: Raw -3319067.660717 + Penalty 3339.806001 = -3315727.854716
  nChanged 103
		SP:Iteration 29Q (1518.320000 sec): 3 clusters
  Score: Raw -3319086.240157 + Penalty 3339.806001 = -3315746.434155
  nChanged 88
		SP:Iteration 30Q (1518.380000 sec): 3 clusters
  Score: Raw -3319101.753551 + Penalty 3339.806001 = -3315761.947550
  nChanged 95
		SP:Iteration 31Q (1518.440000 sec): 3 clusters
  Score: Raw -3319115.682121 + Penalty 3339.806001 = -3315775.876120
  nChanged 71
		SP:Iteration 32Q (1518.500000 sec): 3 clusters
  Score: Raw -3319125.339915 + Penalty 3339.806001 = -3315785.533914
  nChanged 63
		SP:Iteration 33Q (1518.560000 sec): 3 clusters
  Score: Raw -3319133.269362 + Penalty 3339.806001 = -3315793.463360
  nChanged 49
		SP:Iteration 34Q (1518.620000 sec): 3 clusters
  Score: Raw -3319138.496863 + Penalty 3339.806001 = -3315798.690862
  nChanged 42
		SP:Iteration 35Q (1518.680000 sec): 3 clusters
  Score: Raw -3319142.976427 + Penalty 3339.806001 = -3315803.170426
  nChanged 37
		SP:Iteration 36Q (1518.740000 sec): 3 clusters
  Score: Raw -3319146.407003 + Penalty 3339.806001 = -3315806.601002
  nChanged 23
		SP:Iteration 37Q (1518.800000 sec): 3 clusters
  Score: Raw -3319148.158833 + Penalty 3339.806001 = -3315808.352832
  nChanged 35
		SP:Iteration 38Q (1518.860000 sec): 3 clusters
  Score: Raw -3319151.233225 + Penalty 3339.806001 = -3315811.427224
  nChanged 31
		SP:Iteration 39Q (1518.930000 sec): 3 clusters
  Score: Raw -3319153.880224 + Penalty 3339.806001 = -3315814.074223
  nChanged 24
		SP:Iteration 40F (1519.000000 sec): 3 clusters
  Score: Raw -3319155.369477 + Penalty 3339.806001 = -3315815.563476
  nChanged 16
		SP:Iteration 41Q (1519.070000 sec): 3 clusters
  Score: Raw -3319156.339118 + Penalty 3339.806001 = -3315816.533117
  nChanged 15
		SP:Iteration 42Q (1519.130000 sec): 3 clusters
  Score: Raw -3319157.155279 + Penalty 3339.806001 = -3315817.349278
  nChanged 10
		SP:Iteration 43Q (1519.190000 sec): 3 clusters
  Score: Raw -3319157.757913 + Penalty 3339.806001 = -3315817.951912
  nChanged 8
		SP:Iteration 44Q (1519.260000 sec): 3 clusters
  Score: Raw -3319158.213207 + Penalty 3339.806001 = -3315818.407205
  nChanged 9
		SP:Iteration 45Q (1519.320000 sec): 3 clusters
  Score: Raw -3319158.706575 + Penalty 3339.806001 = -3315818.900574
  nChanged 6
		SP:Iteration 46Q (1519.380000 sec): 3 clusters
  Score: Raw -3319158.963843 + Penalty 3339.806001 = -3315819.157842
  nChanged 3
		SP:Iteration 47Q (1519.450000 sec): 3 clusters
  Score: Raw -3319159.139929 + Penalty 3339.806001 = -3315819.333928
  nChanged 3
		SP:Iteration 48Q (1519.510000 sec): 3 clusters
  Score: Raw -3319159.269048 + Penalty 3339.806001 = -3315819.463047
  nChanged 3
		SP:Iteration 49Q (1519.580000 sec): 3 clusters
  Score: Raw -3319159.395153 + Penalty 3339.806001 = -3315819.589152
  nChanged 3
		SP:Iteration 50Q (1519.640000 sec): 3 clusters
  Score: Raw -3319159.695492 + Penalty 3339.806001 = -3315819.889491
  nChanged 4
		SP:Iteration 51Q (1519.700000 sec): 3 clusters
  Score: Raw -3319159.993422 + Penalty 3339.806001 = -3315820.187420
  nChanged 5
		SP:Iteration 52Q (1519.760000 sec): 3 clusters
  Score: Raw -3319160.474327 + Penalty 3339.806001 = -3315820.668326
  nChanged 4
		SP:Iteration 53Q (1519.830000 sec): 3 clusters
  Score: Raw -3319160.715509 + Penalty 3339.806001 = -3315820.909508
  nChanged 1
		SP:Iteration 54Q (1519.890000 sec): 3 clusters
  Score: Raw -3319160.793476 + Penalty 3339.806001 = -3315820.987475
  nChanged 2
		SP:Iteration 55Q (1519.960000 sec): 3 clusters
  Score: Raw -3319160.949902 + Penalty 3339.806001 = -3315821.143901
  nChanged 2
		SP:Iteration 56Q (1520.020000 sec): 3 clusters
  Score: Raw -3319161.019856 + Penalty 3339.806001 = -3315821.213855
  nChanged 1
		SP:Iteration 57Q (1520.080000 sec): 3 clusters
  Score: Raw -3319161.076715 + Penalty 3339.806001 = -3315821.270714
  nChanged 1
		SP:Iteration 58Q (1520.150000 sec): 3 clusters
  Score: Raw -3319161.102633 + Penalty 3339.806001 = -3315821.296631
  nChanged 2
		SP:Iteration 59Q (1520.210000 sec): 3 clusters
  Score: Raw -3319161.195646 + Penalty 3339.806001 = -3315821.389644
  nChanged 2
		SP:Iteration 60F (1520.290000 sec): 3 clusters
  Score: Raw -3319161.287575 + Penalty 3339.806001 = -3315821.481574
  nChanged 1
		SP:Iteration 61Q (1520.350000 sec): 3 clusters
  Score: Raw -3319161.300103 + Penalty 3339.806001 = -3315821.494102
  nChanged 0
		SP:Iteration 62F (1520.430000 sec): 3 clusters
  Score: Raw -3319161.300103 + Penalty 3339.806001 = -3315821.494102
  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 12.42 GB.

 Trying to split cluster 20 (506187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1527.460000 sec): 2 clusters
  Score: Raw -59154277.080006 + Penalty 2134.382485 = -59152142.697521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1528.820000 sec): 3 clusters
  Score: Raw -58812848.336807 + Penalty 4268.764970 = -58808579.571838
  nChanged 248709
		SP:Iteration 1F (1530.180000 sec): 3 clusters
  Score: Raw -58963968.877816 + Penalty 4268.764970 = -58959700.112846
  nChanged 14748
		SP:Iteration 2Q (1531.580000 sec): 3 clusters
  Score: Raw -58967595.057717 + Penalty 4268.764970 = -58963326.292747
  nChanged 17177
		SP:Iteration 3Q (1532.970000 sec): 3 clusters
  Score: Raw -58972848.107456 + Penalty 4268.764970 = -58968579.342487
  nChanged 20297
		SP:Iteration 4Q (1534.380000 sec): 3 clusters
  Score: Raw -58980214.813479 + Penalty 4268.764970 = -58975946.048509
  nChanged 23518
		SP:Iteration 5Q (1535.770000 sec): 3 clusters
  Score: Raw -58989950.557923 + Penalty 4268.764970 = -58985681.792953
  nChanged 25833
		SP:Iteration 6F (1537.130000 sec): 3 clusters
  Score: Raw -59001976.283574 + Penalty 4268.764970 = -58997707.518604
  nChanged 27730
		SP:Iteration 7F (1538.480000 sec): 3 clusters
  Score: Raw -59016846.222838 + Penalty 4268.764970 = -59012577.457868
  nChanged 29077
		SP:Iteration 8F (1539.840000 sec): 3 clusters
  Score: Raw -59034536.589599 + Penalty 4268.764970 = -59030267.824629
  nChanged 28861
		SP:Iteration 9F (1541.190000 sec): 3 clusters
  Score: Raw -59052677.679903 + Penalty 4268.764970 = -59048408.914933
  nChanged 26147
		SP:Iteration 10F (1542.540000 sec): 3 clusters
  Score: Raw -59066950.001483 + Penalty 4268.764970 = -59062681.236514
  nChanged 20745
		SP:Iteration 11Q (1543.900000 sec): 3 clusters
  Score: Raw -59075123.303344 + Penalty 4268.764970 = -59070854.538375
  nChanged 14167
		SP:Iteration 12Q (1545.260000 sec): 3 clusters
  Score: Raw -59078850.420164 + Penalty 4268.764970 = -59074581.655194
  nChanged 9086
		SP:Iteration 13Q (1546.590000 sec): 3 clusters
  Score: Raw -59080551.919422 + Penalty 4268.764970 = -59076283.154453
  nChanged 6297
		SP:Iteration 14Q (1547.860000 sec): 3 clusters
  Score: Raw -59081532.250198 + Penalty 4268.764970 = -59077263.485229
  nChanged 4848
		SP:Iteration 15Q (1549.190000 sec): 3 clusters
  Score: Raw -59082239.432140 + Penalty 4268.764970 = -59077970.667170
  nChanged 4333
		SP:Iteration 16Q (1550.510000 sec): 3 clusters
  Score: Raw -59082873.093961 + Penalty 4268.764970 = -59078604.328991
  nChanged 4142
		SP:Iteration 17Q (1551.840000 sec): 3 clusters
  Score: Raw -59083475.822508 + Penalty 4268.764970 = -59079207.057539
  nChanged 4063
		SP:Iteration 18Q (1553.170000 sec): 3 clusters
  Score: Raw -59084081.497416 + Penalty 4268.764970 = -59079812.732447
  nChanged 4051
		SP:Iteration 19Q (1554.490000 sec): 3 clusters
  Score: Raw -59084697.103419 + Penalty 4268.764970 = -59080428.338449
  nChanged 4074
		SP:Iteration 20F (1555.830000 sec): 3 clusters
  Score: Raw -59085308.818553 + Penalty 4268.764970 = -59081040.053583
  nChanged 4033
		SP:Iteration 21Q (1557.140000 sec): 3 clusters
  Score: Raw -59085924.492591 + Penalty 4268.764970 = -59081655.727621
  nChanged 4093
		SP:Iteration 22Q (1558.440000 sec): 3 clusters
  Score: Raw -59086561.436592 + Penalty 4268.764970 = -59082292.671623
  nChanged 4143
		SP:Iteration 23Q (1559.750000 sec): 3 clusters
  Score: Raw -59087204.266748 + Penalty 4268.764970 = -59082935.501778
  nChanged 4090
		SP:Iteration 24Q (1561.050000 sec): 3 clusters
  Score: Raw -59087833.225512 + Penalty 4268.764970 = -59083564.460542
  nChanged 3956
		SP:Iteration 25Q (1562.340000 sec): 3 clusters
  Score: Raw -59088446.902344 + Penalty 4268.764970 = -59084178.137374
  nChanged 3979
		SP:Iteration 26Q (1563.620000 sec): 3 clusters
  Score: Raw -59089058.067236 + Penalty 4268.764970 = -59084789.302266
  nChanged 3987
		SP:Iteration 27Q (1564.870000 sec): 3 clusters
  Score: Raw -59089673.575510 + Penalty 4268.764970 = -59085404.810540
  nChanged 3961
		SP:Iteration 28Q (1566.120000 sec): 3 clusters
  Score: Raw -59090309.968668 + Penalty 4268.764970 = -59086041.203699
  nChanged 4038
		SP:Iteration 29Q (1567.370000 sec): 3 clusters
  Score: Raw -59090977.017896 + Penalty 4268.764970 = -59086708.252926
  nChanged 4185
		SP:Iteration 30Q (1568.630000 sec): 3 clusters
  Score: Raw -59091690.608581 + Penalty 4268.764970 = -59087421.843611
  nChanged 4301
		SP:Iteration 31Q (1569.870000 sec): 3 clusters
  Score: Raw -59092438.571663 + Penalty 4268.764970 = -59088169.806693
  nChanged 4420
		SP:Iteration 32Q (1571.110000 sec): 3 clusters
  Score: Raw -59093233.004497 + Penalty 4268.764970 = -59088964.239527
  nChanged 4521
		SP:Iteration 33Q (1572.390000 sec): 3 clusters
  Score: Raw -59094061.080815 + Penalty 4268.764970 = -59089792.315845
  nChanged 4660
		SP:Iteration 34Q (1573.700000 sec): 3 clusters
  Score: Raw -59094919.638157 + Penalty 4268.764970 = -59090650.873187
  nChanged 4810
		SP:Iteration 35Q (1575.010000 sec): 3 clusters
  Score: Raw -59095831.931354 + Penalty 4268.764970 = -59091563.166385
  nChanged 5013
		SP:Iteration 36Q (1576.320000 sec): 3 clusters
  Score: Raw -59096793.043412 + Penalty 4268.764970 = -59092524.278442
  nChanged 5235
		SP:Iteration 37Q (1577.610000 sec): 3 clusters
  Score: Raw -59097816.357472 + Penalty 4268.764970 = -59093547.592502
  nChanged 5459
		SP:Iteration 38Q (1578.880000 sec): 3 clusters
  Score: Raw -59098913.648331 + Penalty 4268.764970 = -59094644.883361
  nChanged 5717
		SP:Iteration 39Q (1580.160000 sec): 3 clusters
  Score: Raw -59100094.929189 + Penalty 4268.764970 = -59095826.164219
  nChanged 5872
		SP:Iteration 40F (1581.510000 sec): 3 clusters
  Score: Raw -59101360.099373 + Penalty 4268.764970 = -59097091.334403
  nChanged 6150
		SP:Iteration 41Q (1582.790000 sec): 3 clusters
  Score: Raw -59102734.827273 + Penalty 4268.764970 = -59098466.062303
  nChanged 6426
		SP:Iteration 42Q (1584.060000 sec): 3 clusters
  Score: Raw -59104242.856241 + Penalty 4268.764970 = -59099974.091272
  nChanged 6615
		SP:Iteration 43Q (1585.330000 sec): 3 clusters
  Score: Raw -59105882.387546 + Penalty 4268.764970 = -59101613.622577
  nChanged 6926
		SP:Iteration 44Q (1586.580000 sec): 3 clusters
  Score: Raw -59107720.923651 + Penalty 4268.764970 = -59103452.158682
  nChanged 7059
		SP:Iteration 45Q (1587.820000 sec): 3 clusters
  Score: Raw -59109654.112180 + Penalty 4268.764970 = -59105385.347211
  nChanged 7128
		SP:Iteration 46Q (1589.050000 sec): 3 clusters
  Score: Raw -59111691.287764 + Penalty 4268.764970 = -59107422.522794
  nChanged 7291
		SP:Iteration 47Q (1590.260000 sec): 3 clusters
  Score: Raw -59113908.483117 + Penalty 4268.764970 = -59109639.718147
  nChanged 7388
		SP:Iteration 48Q (1591.480000 sec): 3 clusters
  Score: Raw -59116275.444402 + Penalty 4268.764970 = -59112006.679433
  nChanged 7414
		SP:Iteration 49Q (1592.670000 sec): 3 clusters
  Score: Raw -59118755.487834 + Penalty 4268.764970 = -59114486.722865
  nChanged 7228
		SP:Iteration 50Q (1593.840000 sec): 3 clusters
  Score: Raw -59121295.124318 + Penalty 4268.764970 = -59117026.359349
  nChanged 7246
		SP:Iteration 51Q (1595.000000 sec): 3 clusters
  Score: Raw -59123959.239326 + Penalty 4268.764970 = -59119690.474356
  nChanged 6943
		SP:Iteration 52Q (1596.140000 sec): 3 clusters
  Score: Raw -59126623.875818 + Penalty 4268.764970 = -59122355.110848
  nChanged 6656
		SP:Iteration 53Q (1597.270000 sec): 3 clusters
  Score: Raw -59129248.751925 + Penalty 4268.764970 = -59124979.986956
  nChanged 6254
		SP:Iteration 54Q (1598.370000 sec): 3 clusters
  Score: Raw -59131752.152758 + Penalty 4268.764970 = -59127483.387788
  nChanged 5699
		SP:Iteration 55Q (1599.460000 sec): 3 clusters
  Score: Raw -59134062.286210 + Penalty 4268.764970 = -59129793.521240
  nChanged 5349
		SP:Iteration 56Q (1600.530000 sec): 3 clusters
  Score: Raw -59136265.279426 + Penalty 4268.764970 = -59131996.514457
  nChanged 4913
		SP:Iteration 57Q (1601.590000 sec): 3 clusters
  Score: Raw -59138323.908902 + Penalty 4268.764970 = -59134055.143932
  nChanged 4526
		SP:Iteration 58Q (1602.640000 sec): 3 clusters
  Score: Raw -59140237.520391 + Penalty 4268.764970 = -59135968.755421
  nChanged 4083
		SP:Iteration 59Q (1603.680000 sec): 3 clusters
  Score: Raw -59141968.795163 + Penalty 4268.764970 = -59137700.030193
  nChanged 3582
		SP:Iteration 60F (1605.010000 sec): 3 clusters
  Score: Raw -59143504.770831 + Penalty 4268.764970 = -59139236.005861
  nChanged 3298
		SP:Iteration 61Q (1606.030000 sec): 3 clusters
  Score: Raw -59144881.288507 + Penalty 4268.764970 = -59140612.523538
  nChanged 2910
		SP:Iteration 62Q (1607.040000 sec): 3 clusters
  Score: Raw -59146088.626591 + Penalty 4268.764970 = -59141819.861622
  nChanged 2673
		SP:Iteration 63Q (1608.030000 sec): 3 clusters
  Score: Raw -59147219.209941 + Penalty 4268.764970 = -59142950.444971
  nChanged 2413
		SP:Iteration 64Q (1609.030000 sec): 3 clusters
  Score: Raw -59148240.131290 + Penalty 4268.764970 = -59143971.366321
  nChanged 2197
		SP:Iteration 65Q (1610.010000 sec): 3 clusters
  Score: Raw -59149155.551508 + Penalty 4268.764970 = -59144886.786538
  nChanged 1896
		SP:Iteration 66Q (1610.980000 sec): 3 clusters
  Score: Raw -59149921.904561 + Penalty 4268.764970 = -59145653.139591
  nChanged 1676
		SP:Iteration 67Q (1611.940000 sec): 3 clusters
  Score: Raw -59150607.939617 + Penalty 4268.764970 = -59146339.174648
  nChanged 1522
		SP:Iteration 68Q (1612.910000 sec): 3 clusters
  Score: Raw -59151201.787988 + Penalty 4268.764970 = -59146933.023019
  nChanged 1313
		SP:Iteration 69Q (1613.860000 sec): 3 clusters
  Score: Raw -59151698.408210 + Penalty 4268.764970 = -59147429.643240
  nChanged 1173
		SP:Iteration 70Q (1614.810000 sec): 3 clusters
  Score: Raw -59152141.248290 + Penalty 4268.764970 = -59147872.483320
  nChanged 1033
		SP:Iteration 71Q (1615.760000 sec): 3 clusters
  Score: Raw -59152514.628491 + Penalty 4268.764970 = -59148245.863521
  nChanged 923
		SP:Iteration 72Q (1616.700000 sec): 3 clusters
  Score: Raw -59152844.017963 + Penalty 4268.764970 = -59148575.252994
  nChanged 827
		SP:Iteration 73Q (1617.640000 sec): 3 clusters
  Score: Raw -59153132.650123 + Penalty 4268.764970 = -59148863.885153
  nChanged 731
		SP:Iteration 74Q (1618.580000 sec): 3 clusters
  Score: Raw -59153381.194728 + Penalty 4268.764970 = -59149112.429758
  nChanged 619
		SP:Iteration 75Q (1619.520000 sec): 3 clusters
  Score: Raw -59153581.436292 + Penalty 4268.764970 = -59149312.671322
  nChanged 555
		SP:Iteration 76Q (1620.450000 sec): 3 clusters
  Score: Raw -59153753.892306 + Penalty 4268.764970 = -59149485.127337
  nChanged 462
		SP:Iteration 77Q (1621.400000 sec): 3 clusters
  Score: Raw -59153897.609593 + Penalty 4268.764970 = -59149628.844623
  nChanged 426
		SP:Iteration 78Q (1622.320000 sec): 3 clusters
  Score: Raw -59154027.150689 + Penalty 4268.764970 = -59149758.385720
  nChanged 380
		SP:Iteration 79Q (1623.260000 sec): 3 clusters
  Score: Raw -59154129.536565 + Penalty 4268.764970 = -59149860.771596
  nChanged 308
		SP:Iteration 80F (1624.570000 sec): 3 clusters
  Score: Raw -59154212.871621 + Penalty 4268.764970 = -59149944.106651
  nChanged 278
		SP:Iteration 81Q (1625.510000 sec): 3 clusters
  Score: Raw -59154285.304053 + Penalty 4268.764970 = -59150016.539084
  nChanged 227
		SP:Iteration 82Q (1626.440000 sec): 3 clusters
  Score: Raw -59154334.726987 + Penalty 4268.764970 = -59150065.962017
  nChanged 192
		SP:Iteration 83Q (1627.360000 sec): 3 clusters
  Score: Raw -59154375.730853 + Penalty 4268.764970 = -59150106.965883
  nChanged 178
		SP:Iteration 84Q (1628.290000 sec): 3 clusters
  Score: Raw -59154415.679023 + Penalty 4268.764970 = -59150146.914053
  nChanged 167
		SP:Iteration 85Q (1629.220000 sec): 3 clusters
  Score: Raw -59154450.047630 + Penalty 4268.764970 = -59150181.282660
  nChanged 135
		SP:Iteration 86Q (1630.130000 sec): 3 clusters
  Score: Raw -59154479.620313 + Penalty 4268.764970 = -59150210.855344
  nChanged 145
		SP:Iteration 87Q (1631.050000 sec): 3 clusters
  Score: Raw -59154512.512936 + Penalty 4268.764970 = -59150243.747967
  nChanged 134
		SP:Iteration 88Q (1631.980000 sec): 3 clusters
  Score: Raw -59154540.118407 + Penalty 4268.764970 = -59150271.353437
  nChanged 107
		SP:Iteration 89Q (1632.900000 sec): 3 clusters
  Score: Raw -59154561.110697 + Penalty 4268.764970 = -59150292.345727
  nChanged 97
		SP:Iteration 90Q (1633.840000 sec): 3 clusters
  Score: Raw -59154580.752430 + Penalty 4268.764970 = -59150311.987460
  nChanged 87
		SP:Iteration 91Q (1634.760000 sec): 3 clusters
  Score: Raw -59154597.321984 + Penalty 4268.764970 = -59150328.557015
  nChanged 73
		SP:Iteration 92Q (1635.680000 sec): 3 clusters
  Score: Raw -59154611.948958 + Penalty 4268.764970 = -59150343.183988
  nChanged 88
		SP:Iteration 93Q (1636.600000 sec): 3 clusters
  Score: Raw -59154629.655823 + Penalty 4268.764970 = -59150360.890854
  nChanged 73
		SP:Iteration 94Q (1637.520000 sec): 3 clusters
  Score: Raw -59154642.425759 + Penalty 4268.764970 = -59150373.660789
  nChanged 54
		SP:Iteration 95Q (1638.450000 sec): 3 clusters
  Score: Raw -59154650.481547 + Penalty 4268.764970 = -59150381.716577
  nChanged 36
		SP:Iteration 96Q (1639.370000 sec): 3 clusters
  Score: Raw -59154656.264641 + Penalty 4268.764970 = -59150387.499671
  nChanged 39
		SP:Iteration 97Q (1640.290000 sec): 3 clusters
  Score: Raw -59154662.400648 + Penalty 4268.764970 = -59150393.635679
  nChanged 32
		SP:Iteration 98Q (1641.220000 sec): 3 clusters
  Score: Raw -59154666.905069 + Penalty 4268.764970 = -59150398.140099
  nChanged 30
		SP:Iteration 99Q (1642.140000 sec): 3 clusters
  Score: Raw -59154670.617213 + Penalty 4268.764970 = -59150401.852244
  nChanged 20
		SP:Iteration 100F (1643.470000 sec): 3 clusters
  Score: Raw -59154673.075752 + Penalty 4268.764970 = -59150404.310782
  nChanged 19
		SP:Iteration 101Q (1644.390000 sec): 3 clusters
  Score: Raw -59154676.586995 + Penalty 4268.764970 = -59150407.822025
  nChanged 25
		SP:Iteration 102Q (1645.310000 sec): 3 clusters
  Score: Raw -59154679.374979 + Penalty 4268.764970 = -59150410.610010
  nChanged 22
		SP:Iteration 103Q (1646.230000 sec): 3 clusters
  Score: Raw -59154682.313061 + Penalty 4268.764970 = -59150413.548092
  nChanged 20
		SP:Iteration 104Q (1647.150000 sec): 3 clusters
  Score: Raw -59154684.459888 + Penalty 4268.764970 = -59150415.694918
  nChanged 22
		SP:Iteration 105Q (1648.070000 sec): 3 clusters
  Score: Raw -59154687.070025 + Penalty 4268.764970 = -59150418.305055
  nChanged 19
		SP:Iteration 106Q (1648.980000 sec): 3 clusters
  Score: Raw -59154689.242006 + Penalty 4268.764970 = -59150420.477036
  nChanged 21
		SP:Iteration 107Q (1649.930000 sec): 3 clusters
  Score: Raw -59154691.889282 + Penalty 4268.764970 = -59150423.124312
  nChanged 15
		SP:Iteration 108Q (1650.860000 sec): 3 clusters
  Score: Raw -59154693.663583 + Penalty 4268.764970 = -59150424.898613
  nChanged 16
		SP:Iteration 109Q (1651.850000 sec): 3 clusters
  Score: Raw -59154695.811785 + Penalty 4268.764970 = -59150427.046816
  nChanged 21
		SP:Iteration 110Q (1652.780000 sec): 3 clusters
  Score: Raw -59154699.682419 + Penalty 4268.764970 = -59150430.917449
  nChanged 18
		SP:Iteration 111Q (1653.710000 sec): 3 clusters
  Score: Raw -59154702.658896 + Penalty 4268.764970 = -59150433.893926
  nChanged 15
		SP:Iteration 112Q (1654.630000 sec): 3 clusters
  Score: Raw -59154705.954772 + Penalty 4268.764970 = -59150437.189802
  nChanged 25
		SP:Iteration 113Q (1655.550000 sec): 3 clusters
  Score: Raw -59154710.857165 + Penalty 4268.764970 = -59150442.092195
  nChanged 23
		SP:Iteration 114Q (1656.470000 sec): 3 clusters
  Score: Raw -59154714.441930 + Penalty 4268.764970 = -59150445.676960
  nChanged 20
		SP:Iteration 115Q (1657.390000 sec): 3 clusters
  Score: Raw -59154717.896353 + Penalty 4268.764970 = -59150449.131383
  nChanged 16
		SP:Iteration 116Q (1658.310000 sec): 3 clusters
  Score: Raw -59154720.527642 + Penalty 4268.764970 = -59150451.762673
  nChanged 16
		SP:Iteration 117Q (1659.230000 sec): 3 clusters
  Score: Raw -59154723.337294 + Penalty 4268.764970 = -59150454.572324
  nChanged 16
		SP:Iteration 118Q (1660.160000 sec): 3 clusters
  Score: Raw -59154726.242029 + Penalty 4268.764970 = -59150457.477060
  nChanged 13
		SP:Iteration 119Q (1661.080000 sec): 3 clusters
  Score: Raw -59154728.068553 + Penalty 4268.764970 = -59150459.303583
  nChanged 16
		SP:Iteration 120F (1662.390000 sec): 3 clusters
  Score: Raw -59154730.260808 + Penalty 4268.764970 = -59150461.495838
  nChanged 12
		SP:Iteration 121Q (1663.310000 sec): 3 clusters
  Score: Raw -59154733.121027 + Penalty 4268.764970 = -59150464.356057
  nChanged 13
		SP:Iteration 122Q (1664.230000 sec): 3 clusters
  Score: Raw -59154736.115418 + Penalty 4268.764970 = -59150467.350448
  nChanged 16
		SP:Iteration 123Q (1665.150000 sec): 3 clusters
  Score: Raw -59154739.990780 + Penalty 4268.764970 = -59150471.225810
  nChanged 21
		SP:Iteration 124Q (1666.080000 sec): 3 clusters
  Score: Raw -59154743.325236 + Penalty 4268.764970 = -59150474.560266
  nChanged 13
		SP:Iteration 125Q (1666.990000 sec): 3 clusters
  Score: Raw -59154745.919467 + Penalty 4268.764970 = -59150477.154497
  nChanged 13
		SP:Iteration 126Q (1667.910000 sec): 3 clusters
  Score: Raw -59154748.026795 + Penalty 4268.764970 = -59150479.261825
  nChanged 13
		SP:Iteration 127Q (1668.830000 sec): 3 clusters
  Score: Raw -59154749.965001 + Penalty 4268.764970 = -59150481.200032
  nChanged 6
		SP:Iteration 128Q (1669.740000 sec): 3 clusters
  Score: Raw -59154750.895949 + Penalty 4268.764970 = -59150482.130980
  nChanged 5
		SP:Iteration 129Q (1670.660000 sec): 3 clusters
  Score: Raw -59154751.807113 + Penalty 4268.764970 = -59150483.042144
  nChanged 9
		SP:Iteration 130Q (1671.580000 sec): 3 clusters
  Score: Raw -59154753.163091 + Penalty 4268.764970 = -59150484.398121
  nChanged 9
		SP:Iteration 131Q (1672.510000 sec): 3 clusters
  Score: Raw -59154755.080711 + Penalty 4268.764970 = -59150486.315741
  nChanged 10
		SP:Iteration 132Q (1673.420000 sec): 3 clusters
  Score: Raw -59154756.233420 + Penalty 4268.764970 = -59150487.468450
  nChanged 3
		SP:Iteration 133Q (1674.340000 sec): 3 clusters
  Score: Raw -59154756.656043 + Penalty 4268.764970 = -59150487.891073
  nChanged 3
		SP:Iteration 134Q (1675.250000 sec): 3 clusters
  Score: Raw -59154756.999639 + Penalty 4268.764970 = -59150488.234669
  nChanged 1
		SP:Iteration 135Q (1676.180000 sec): 3 clusters
  Score: Raw -59154757.078283 + Penalty 4268.764970 = -59150488.313313
  nChanged 0
		SP:Iteration 136F (1677.490000 sec): 3 clusters
  Score: Raw -59154757.078283 + Penalty 4268.764970 = -59150488.313313
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (2598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1677.760000 sec): 2 clusters
  Score: Raw -276282.538717 + Penalty 1277.655795 = -275004.882923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1677.760000 sec): 3 clusters
  Score: Raw -275114.730949 + Penalty 2555.311589 = -272559.419360
  nChanged 989
		SP:Iteration 1F (1677.770000 sec): 3 clusters
  Score: Raw -275795.452341 + Penalty 2555.311589 = -273240.140752
  nChanged 234
		SP:Iteration 2F (1677.780000 sec): 3 clusters
  Score: Raw -276088.541666 + Penalty 2555.311589 = -273533.230076
  nChanged 224
		SP:Iteration 3F (1677.780000 sec): 3 clusters
  Score: Raw -276540.491002 + Penalty 2555.311589 = -273985.179413
  nChanged 223
		SP:Iteration 4F (1677.790000 sec): 3 clusters
  Score: Raw -276939.010831 + Penalty 2555.311589 = -274383.699242
  nChanged 175
		SP:Iteration 5F (1677.800000 sec): 3 clusters
  Score: Raw -277158.216045 + Penalty 2555.311589 = -274602.904456
  nChanged 147
		SP:Iteration 6F (1677.800000 sec): 3 clusters
  Score: Raw -277368.312885 + Penalty 2555.311589 = -274813.001296
  nChanged 97
		SP:Iteration 7Q (1677.810000 sec): 3 clusters
  Score: Raw -277499.735105 + Penalty 2555.311589 = -274944.423516
  nChanged 63
		SP:Iteration 8Q (1677.810000 sec): 3 clusters
  Score: Raw -277568.692162 + Penalty 2555.311589 = -275013.380573
  nChanged 40
		SP:Iteration 9Q (1677.820000 sec): 3 clusters
  Score: Raw -277598.159530 + Penalty 2555.311589 = -275042.847941
  nChanged 25
		SP:Iteration 10Q (1677.820000 sec): 3 clusters
  Score: Raw -277609.852497 + Penalty 2555.311589 = -275054.540908
  nChanged 14
		SP:Iteration 11Q (1677.830000 sec): 3 clusters
  Score: Raw -277617.122048 + Penalty 2555.311589 = -275061.810458
  nChanged 17
		SP:Iteration 12Q (1677.840000 sec): 3 clusters
  Score: Raw -277624.289939 + Penalty 2555.311589 = -275068.978350
  nChanged 12
		SP:Iteration 13Q (1677.840000 sec): 3 clusters
  Score: Raw -277630.930561 + Penalty 2555.311589 = -275075.618972
  nChanged 9
		SP:Iteration 14Q (1677.840000 sec): 3 clusters
  Score: Raw -277635.359641 + Penalty 2555.311589 = -275080.048052
  nChanged 12
		SP:Iteration 15Q (1677.850000 sec): 3 clusters
  Score: Raw -277641.285618 + Penalty 2555.311589 = -275085.974028
  nChanged 18
		SP:Iteration 16Q (1677.860000 sec): 3 clusters
  Score: Raw -277649.187100 + Penalty 2555.311589 = -275093.875511
  nChanged 14
		SP:Iteration 17Q (1677.860000 sec): 3 clusters
  Score: Raw -277658.623456 + Penalty 2555.311589 = -275103.311867
  nChanged 16
		SP:Iteration 18Q (1677.870000 sec): 3 clusters
  Score: Raw -277667.769455 + Penalty 2555.311589 = -275112.457866
  nChanged 15
		SP:Iteration 19Q (1677.870000 sec): 3 clusters
  Score: Raw -277674.030171 + Penalty 2555.311589 = -275118.718582
  nChanged 15
		SP:Iteration 20F (1677.880000 sec): 3 clusters
  Score: Raw -277680.670166 + Penalty 2555.311589 = -275125.358577
  nChanged 8
		SP:Iteration 21Q (1677.880000 sec): 3 clusters
  Score: Raw -277683.838697 + Penalty 2555.311589 = -275128.527108
  nChanged 9
		SP:Iteration 22Q (1677.890000 sec): 3 clusters
  Score: Raw -277687.365812 + Penalty 2555.311589 = -275132.054223
  nChanged 12
		SP:Iteration 23Q (1677.900000 sec): 3 clusters
  Score: Raw -277694.417666 + Penalty 2555.311589 = -275139.106077
  nChanged 12
		SP:Iteration 24Q (1677.900000 sec): 3 clusters
  Score: Raw -277700.124059 + Penalty 2555.311589 = -275144.812470
  nChanged 5
		SP:Iteration 25Q (1677.910000 sec): 3 clusters
  Score: Raw -277701.368861 + Penalty 2555.311589 = -275146.057272
  nChanged 4
		SP:Iteration 26Q (1677.910000 sec): 3 clusters
  Score: Raw -277703.935991 + Penalty 2555.311589 = -275148.624402
  nChanged 7
		SP:Iteration 27Q (1677.920000 sec): 3 clusters
  Score: Raw -277707.971021 + Penalty 2555.311589 = -275152.659432
  nChanged 12
		SP:Iteration 28Q (1677.920000 sec): 3 clusters
  Score: Raw -277716.799388 + Penalty 2555.311589 = -275161.487799
  nChanged 11
		SP:Iteration 29Q (1677.930000 sec): 3 clusters
  Score: Raw -277724.613607 + Penalty 2555.311589 = -275169.302018
  nChanged 11
		SP:Iteration 30Q (1677.940000 sec): 3 clusters
  Score: Raw -277734.606375 + Penalty 2555.311589 = -275179.294786
  nChanged 26
		SP:Iteration 31Q (1677.940000 sec): 3 clusters
  Score: Raw -277759.174996 + Penalty 2555.311589 = -275203.863406
  nChanged 29
		SP:Iteration 32Q (1677.940000 sec): 3 clusters
  Score: Raw -277782.512645 + Penalty 2555.311589 = -275227.201056
  nChanged 19
		SP:Iteration 33Q (1677.950000 sec): 3 clusters
  Score: Raw -277797.137133 + Penalty 2555.311589 = -275241.825543
  nChanged 16
		SP:Iteration 34Q (1677.960000 sec): 3 clusters
  Score: Raw -277810.178663 + Penalty 2555.311589 = -275254.867074
  nChanged 16
		SP:Iteration 35Q (1677.960000 sec): 3 clusters
  Score: Raw -277818.271557 + Penalty 2555.311589 = -275262.959968
  nChanged 12
		SP:Iteration 36Q (1677.970000 sec): 3 clusters
  Score: Raw -277825.089199 + Penalty 2555.311589 = -275269.777610
  nChanged 15
		SP:Iteration 37Q (1677.970000 sec): 3 clusters
  Score: Raw -277832.269874 + Penalty 2555.311589 = -275276.958285
  nChanged 10
		SP:Iteration 38Q (1677.980000 sec): 3 clusters
  Score: Raw -277837.417723 + Penalty 2555.311589 = -275282.106134
  nChanged 10
		SP:Iteration 39Q (1677.980000 sec): 3 clusters
  Score: Raw -277843.185991 + Penalty 2555.311589 = -275287.874402
  nChanged 6
		SP:Iteration 40F (1677.990000 sec): 3 clusters
  Score: Raw -277846.523913 + Penalty 2555.311589 = -275291.212324
  nChanged 8
		SP:Iteration 41Q (1678.000000 sec): 3 clusters
  Score: Raw -277849.173192 + Penalty 2555.311589 = -275293.861603
  nChanged 3
		SP:Iteration 42Q (1678.000000 sec): 3 clusters
  Score: Raw -277850.461243 + Penalty 2555.311589 = -275295.149654
  nChanged 2
		SP:Iteration 43Q (1678.000000 sec): 3 clusters
  Score: Raw -277852.240454 + Penalty 2555.311589 = -275296.928865
  nChanged 3
		SP:Iteration 44Q (1678.010000 sec): 3 clusters
  Score: Raw -277853.056356 + Penalty 2555.311589 = -275297.744766
  nChanged 1
		SP:Iteration 45Q (1678.020000 sec): 3 clusters
  Score: Raw -277853.275645 + Penalty 2555.311589 = -275297.964056
  nChanged 1
		SP:Iteration 46Q (1678.020000 sec): 3 clusters
  Score: Raw -277853.485178 + Penalty 2555.311589 = -275298.173588
  nChanged 0
		SP:Iteration 47F (1678.030000 sec): 3 clusters
  Score: Raw -277853.485178 + Penalty 2555.311589 = -275298.173588
  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 12.42 GB.

 Trying to split cluster 22 (8002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1678.060000 sec): 2 clusters
  Score: Raw -808777.376843 + Penalty 1460.460103 = -807316.916740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1678.080000 sec): 3 clusters
  Score: Raw -804401.010283 + Penalty 2920.920207 = -801480.090077
  nChanged 3468
		SP:Iteration 1F (1678.100000 sec): 3 clusters
  Score: Raw -806641.788338 + Penalty 2920.920207 = -803720.868132
  nChanged 685
		SP:Iteration 2F (1678.120000 sec): 3 clusters
  Score: Raw -807302.771153 + Penalty 2920.920207 = -804381.850946
  nChanged 658
		SP:Iteration 3F (1678.140000 sec): 3 clusters
  Score: Raw -808058.029983 + Penalty 2920.920207 = -805137.109777
  nChanged 645
		SP:Iteration 4F (1678.160000 sec): 3 clusters
  Score: Raw -808797.581457 + Penalty 2920.920207 = -805876.661250
  nChanged 590
		SP:Iteration 5F (1678.180000 sec): 3 clusters
  Score: Raw -809367.648578 + Penalty 2920.920207 = -806446.728372
  nChanged 470
		SP:Iteration 6F (1678.200000 sec): 3 clusters
  Score: Raw -809803.244090 + Penalty 2920.920207 = -806882.323883
  nChanged 371
		SP:Iteration 7Q (1678.220000 sec): 3 clusters
  Score: Raw -810153.162551 + Penalty 2920.920207 = -807232.242344
  nChanged 309
		SP:Iteration 8Q (1678.240000 sec): 3 clusters
  Score: Raw -810429.115045 + Penalty 2920.920207 = -807508.194838
  nChanged 242
		SP:Iteration 9Q (1678.260000 sec): 3 clusters
  Score: Raw -810602.864060 + Penalty 2920.920207 = -807681.943853
  nChanged 220
		SP:Iteration 10Q (1678.280000 sec): 3 clusters
  Score: Raw -810697.678095 + Penalty 2920.920207 = -807776.757888
  nChanged 122
		SP:Iteration 11Q (1678.290000 sec): 3 clusters
  Score: Raw -810746.111593 + Penalty 2920.920207 = -807825.191387
  nChanged 110
		SP:Iteration 12Q (1678.310000 sec): 3 clusters
  Score: Raw -810791.472211 + Penalty 2920.920207 = -807870.552004
  nChanged 109
		SP:Iteration 13Q (1678.330000 sec): 3 clusters
  Score: Raw -810831.431880 + Penalty 2920.920207 = -807910.511673
  nChanged 101
		SP:Iteration 14Q (1678.350000 sec): 3 clusters
  Score: Raw -810869.500577 + Penalty 2920.920207 = -807948.580370
  nChanged 88
		SP:Iteration 15Q (1678.370000 sec): 3 clusters
  Score: Raw -810912.484058 + Penalty 2920.920207 = -807991.563851
  nChanged 90
		SP:Iteration 16Q (1678.380000 sec): 3 clusters
  Score: Raw -810952.924119 + Penalty 2920.920207 = -808032.003913
  nChanged 79
		SP:Iteration 17Q (1678.400000 sec): 3 clusters
  Score: Raw -810981.566739 + Penalty 2920.920207 = -808060.646533
  nChanged 67
		SP:Iteration 18Q (1678.420000 sec): 3 clusters
  Score: Raw -811004.383050 + Penalty 2920.920207 = -808083.462843
  nChanged 55
		SP:Iteration 19Q (1678.440000 sec): 3 clusters
  Score: Raw -811024.806418 + Penalty 2920.920207 = -808103.886211
  nChanged 45
		SP:Iteration 20F (1678.460000 sec): 3 clusters
  Score: Raw -811041.436322 + Penalty 2920.920207 = -808120.516115
  nChanged 33
		SP:Iteration 21Q (1678.480000 sec): 3 clusters
  Score: Raw -811049.313910 + Penalty 2920.920207 = -808128.393703
  nChanged 35
		SP:Iteration 22Q (1678.500000 sec): 3 clusters
  Score: Raw -811057.473528 + Penalty 2920.920207 = -808136.553322
  nChanged 34
		SP:Iteration 23Q (1678.520000 sec): 3 clusters
  Score: Raw -811067.367830 + Penalty 2920.920207 = -808146.447623
  nChanged 42
		SP:Iteration 24Q (1678.530000 sec): 3 clusters
  Score: Raw -811078.048762 + Penalty 2920.920207 = -808157.128555
  nChanged 39
		SP:Iteration 25Q (1678.550000 sec): 3 clusters
  Score: Raw -811088.837062 + Penalty 2920.920207 = -808167.916855
  nChanged 37
		SP:Iteration 26Q (1678.570000 sec): 3 clusters
  Score: Raw -811098.264293 + Penalty 2920.920207 = -808177.344087
  nChanged 36
		SP:Iteration 27Q (1678.590000 sec): 3 clusters
  Score: Raw -811107.354530 + Penalty 2920.920207 = -808186.434323
  nChanged 31
		SP:Iteration 28Q (1678.610000 sec): 3 clusters
  Score: Raw -811114.727053 + Penalty 2920.920207 = -808193.806846
  nChanged 29
		SP:Iteration 29Q (1678.620000 sec): 3 clusters
  Score: Raw -811120.178662 + Penalty 2920.920207 = -808199.258456
  nChanged 25
		SP:Iteration 30Q (1678.640000 sec): 3 clusters
  Score: Raw -811124.446854 + Penalty 2920.920207 = -808203.526647
  nChanged 19
		SP:Iteration 31Q (1678.660000 sec): 3 clusters
  Score: Raw -811127.878439 + Penalty 2920.920207 = -808206.958233
  nChanged 14
		SP:Iteration 32Q (1678.680000 sec): 3 clusters
  Score: Raw -811130.167670 + Penalty 2920.920207 = -808209.247463
  nChanged 19
		SP:Iteration 33Q (1678.700000 sec): 3 clusters
  Score: Raw -811133.774015 + Penalty 2920.920207 = -808212.853808
  nChanged 19
		SP:Iteration 34Q (1678.720000 sec): 3 clusters
  Score: Raw -811136.660485 + Penalty 2920.920207 = -808215.740278
  nChanged 14
		SP:Iteration 35Q (1678.730000 sec): 3 clusters
  Score: Raw -811139.024819 + Penalty 2920.920207 = -808218.104613
  nChanged 14
		SP:Iteration 36Q (1678.750000 sec): 3 clusters
  Score: Raw -811141.287230 + Penalty 2920.920207 = -808220.367024
  nChanged 13
		SP:Iteration 37Q (1678.770000 sec): 3 clusters
  Score: Raw -811142.976875 + Penalty 2920.920207 = -808222.056668
  nChanged 14
		SP:Iteration 38Q (1678.790000 sec): 3 clusters
  Score: Raw -811144.415371 + Penalty 2920.920207 = -808223.495164
  nChanged 7
		SP:Iteration 39Q (1678.800000 sec): 3 clusters
  Score: Raw -811145.244341 + Penalty 2920.920207 = -808224.324134
  nChanged 6
		SP:Iteration 40F (1678.830000 sec): 3 clusters
  Score: Raw -811145.957659 + Penalty 2920.920207 = -808225.037452
  nChanged 4
		SP:Iteration 41Q (1678.840000 sec): 3 clusters
  Score: Raw -811146.473961 + Penalty 2920.920207 = -808225.553754
  nChanged 7
		SP:Iteration 42Q (1678.860000 sec): 3 clusters
  Score: Raw -811147.585920 + Penalty 2920.920207 = -808226.665713
  nChanged 6
		SP:Iteration 43Q (1678.880000 sec): 3 clusters
  Score: Raw -811148.442543 + Penalty 2920.920207 = -808227.522337
  nChanged 7
		SP:Iteration 44Q (1678.900000 sec): 3 clusters
  Score: Raw -811150.299668 + Penalty 2920.920207 = -808229.379461
  nChanged 9
		SP:Iteration 45Q (1678.920000 sec): 3 clusters
  Score: Raw -811151.623577 + Penalty 2920.920207 = -808230.703370
  nChanged 11
		SP:Iteration 46Q (1678.940000 sec): 3 clusters
  Score: Raw -811153.391776 + Penalty 2920.920207 = -808232.471569
  nChanged 7
		SP:Iteration 47Q (1678.950000 sec): 3 clusters
  Score: Raw -811154.153093 + Penalty 2920.920207 = -808233.232886
  nChanged 10
		SP:Iteration 48Q (1678.970000 sec): 3 clusters
  Score: Raw -811155.163293 + Penalty 2920.920207 = -808234.243087
  nChanged 7
		SP:Iteration 49Q (1678.990000 sec): 3 clusters
  Score: Raw -811158.431595 + Penalty 2920.920207 = -808237.511388
  nChanged 9
		SP:Iteration 50Q (1679.010000 sec): 3 clusters
  Score: Raw -811159.489907 + Penalty 2920.920207 = -808238.569701
  nChanged 7
		SP:Iteration 51Q (1679.020000 sec): 3 clusters
  Score: Raw -811160.108601 + Penalty 2920.920207 = -808239.188394
  nChanged 4
		SP:Iteration 52Q (1679.040000 sec): 3 clusters
  Score: Raw -811161.215073 + Penalty 2920.920207 = -808240.294866
  nChanged 13
		SP:Iteration 53Q (1679.060000 sec): 3 clusters
  Score: Raw -811163.404068 + Penalty 2920.920207 = -808242.483861
  nChanged 14
		SP:Iteration 54Q (1679.080000 sec): 3 clusters
  Score: Raw -811165.242759 + Penalty 2920.920207 = -808244.322553
  nChanged 16
		SP:Iteration 55Q (1679.100000 sec): 3 clusters
  Score: Raw -811167.074691 + Penalty 2920.920207 = -808246.154484
  nChanged 14
		SP:Iteration 56Q (1679.120000 sec): 3 clusters
  Score: Raw -811169.538499 + Penalty 2920.920207 = -808248.618293
  nChanged 15
		SP:Iteration 57Q (1679.140000 sec): 3 clusters
  Score: Raw -811172.101154 + Penalty 2920.920207 = -808251.180948
  nChanged 20
		SP:Iteration 58Q (1679.150000 sec): 3 clusters
  Score: Raw -811176.265794 + Penalty 2920.920207 = -808255.345587
  nChanged 21
		SP:Iteration 59Q (1679.170000 sec): 3 clusters
  Score: Raw -811180.687336 + Penalty 2920.920207 = -808259.767129
  nChanged 25
		SP:Iteration 60F (1679.190000 sec): 3 clusters
  Score: Raw -811186.762535 + Penalty 2920.920207 = -808265.842329
  nChanged 41
		SP:Iteration 61Q (1679.210000 sec): 3 clusters
  Score: Raw -811194.906393 + Penalty 2920.920207 = -808273.986186
  nChanged 38
		SP:Iteration 62Q (1679.230000 sec): 3 clusters
  Score: Raw -811203.254721 + Penalty 2920.920207 = -808282.334515
  nChanged 40
		SP:Iteration 63Q (1679.240000 sec): 3 clusters
  Score: Raw -811213.726545 + Penalty 2920.920207 = -808292.806339
  nChanged 51
		SP:Iteration 64Q (1679.260000 sec): 3 clusters
  Score: Raw -811231.262436 + Penalty 2920.920207 = -808310.342229
  nChanged 52
		SP:Iteration 65Q (1679.280000 sec): 3 clusters
  Score: Raw -811249.555273 + Penalty 2920.920207 = -808328.635067
  nChanged 51
		SP:Iteration 66Q (1679.300000 sec): 3 clusters
  Score: Raw -811271.738114 + Penalty 2920.920207 = -808350.817907
  nChanged 69
		SP:Iteration 67Q (1679.320000 sec): 3 clusters
  Score: Raw -811317.271604 + Penalty 2920.920207 = -808396.351397
  nChanged 73
		SP:Iteration 68Q (1679.340000 sec): 3 clusters
  Score: Raw -811361.951070 + Penalty 2920.920207 = -808441.030864
  nChanged 69
		SP:Iteration 69Q (1679.350000 sec): 3 clusters
  Score: Raw -811398.728454 + Penalty 2920.920207 = -808477.808247
  nChanged 65
		SP:Iteration 70Q (1679.370000 sec): 3 clusters
  Score: Raw -811435.725852 + Penalty 2920.920207 = -808514.805646
  nChanged 77
		SP:Iteration 71Q (1679.390000 sec): 3 clusters
  Score: Raw -811477.014969 + Penalty 2920.920207 = -808556.094763
  nChanged 70
		SP:Iteration 72Q (1679.410000 sec): 3 clusters
  Score: Raw -811507.241909 + Penalty 2920.920207 = -808586.321702
  nChanged 65
		SP:Iteration 73Q (1679.420000 sec): 3 clusters
  Score: Raw -811532.257701 + Penalty 2920.920207 = -808611.337495
  nChanged 52
		SP:Iteration 74Q (1679.440000 sec): 3 clusters
  Score: Raw -811547.619158 + Penalty 2920.920207 = -808626.698951
  nChanged 49
		SP:Iteration 75Q (1679.460000 sec): 3 clusters
  Score: Raw -811557.178051 + Penalty 2920.920207 = -808636.257844
  nChanged 28
		SP:Iteration 76Q (1679.480000 sec): 3 clusters
  Score: Raw -811563.767766 + Penalty 2920.920207 = -808642.847560
  nChanged 17
		SP:Iteration 77Q (1679.500000 sec): 3 clusters
  Score: Raw -811566.837432 + Penalty 2920.920207 = -808645.917225
  nChanged 8
		SP:Iteration 78Q (1679.510000 sec): 3 clusters
  Score: Raw -811567.902879 + Penalty 2920.920207 = -808646.982672
  nChanged 7
		SP:Iteration 79Q (1679.530000 sec): 3 clusters
  Score: Raw -811569.379664 + Penalty 2920.920207 = -808648.459458
  nChanged 8
		SP:Iteration 80F (1679.550000 sec): 3 clusters
  Score: Raw -811570.624108 + Penalty 2920.920207 = -808649.703902
  nChanged 5
		SP:Iteration 81Q (1679.570000 sec): 3 clusters
  Score: Raw -811571.491166 + Penalty 2920.920207 = -808650.570959
  nChanged 5
		SP:Iteration 82Q (1679.580000 sec): 3 clusters
  Score: Raw -811572.064939 + Penalty 2920.920207 = -808651.144732
  nChanged 6
		SP:Iteration 83Q (1679.600000 sec): 3 clusters
  Score: Raw -811572.580616 + Penalty 2920.920207 = -808651.660410
  nChanged 2
		SP:Iteration 84Q (1679.620000 sec): 3 clusters
  Score: Raw -811572.698380 + Penalty 2920.920207 = -808651.778173
  nChanged 0
		SP:Iteration 85F (1679.640000 sec): 3 clusters
  Score: Raw -811572.698380 + Penalty 2920.920207 = -808651.778173
  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 12.42 GB.

 Trying to split cluster 23 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1679.660000 sec): 2 clusters
  Score: Raw -169616.201510 + Penalty 1185.887346 = -168430.314164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1679.660000 sec): 3 clusters
  Score: Raw -169030.531216 + Penalty 2371.774692 = -166658.756524
  nChanged 528
		SP:Iteration 1F (1679.660000 sec): 3 clusters
  Score: Raw -169391.223653 + Penalty 2371.774692 = -167019.448962
  nChanged 102
		SP:Iteration 2F (1679.670000 sec): 3 clusters
  Score: Raw -169466.950128 + Penalty 2371.774692 = -167095.175436
  nChanged 51
		SP:Iteration 3Q (1679.670000 sec): 3 clusters
  Score: Raw -169504.613537 + Penalty 2371.774692 = -167132.838846
  nChanged 43
		SP:Iteration 4Q (1679.670000 sec): 3 clusters
  Score: Raw -169535.277794 + Penalty 2371.774692 = -167163.503103
  nChanged 27
		SP:Iteration 5Q (1679.680000 sec): 3 clusters
  Score: Raw -169552.608117 + Penalty 2371.774692 = -167180.833425
  nChanged 19
		SP:Iteration 6Q (1679.680000 sec): 3 clusters
  Score: Raw -169564.962626 + Penalty 2371.774692 = -167193.187934
  nChanged 13
		SP:Iteration 7Q (1679.680000 sec): 3 clusters
  Score: Raw -169571.151969 + Penalty 2371.774692 = -167199.377277
  nChanged 9
		SP:Iteration 8Q (1679.690000 sec): 3 clusters
  Score: Raw -169575.222515 + Penalty 2371.774692 = -167203.447823
  nChanged 9
		SP:Iteration 9Q (1679.690000 sec): 3 clusters
  Score: Raw -169578.899407 + Penalty 2371.774692 = -167207.124715
  nChanged 8
		SP:Iteration 10Q (1679.700000 sec): 3 clusters
  Score: Raw -169584.973684 + Penalty 2371.774692 = -167213.198992
  nChanged 9
		SP:Iteration 11Q (1679.700000 sec): 3 clusters
  Score: Raw -169590.921654 + Penalty 2371.774692 = -167219.146963
  nChanged 12
		SP:Iteration 12Q (1679.700000 sec): 3 clusters
  Score: Raw -169597.644655 + Penalty 2371.774692 = -167225.869963
  nChanged 5
		SP:Iteration 13Q (1679.710000 sec): 3 clusters
  Score: Raw -169599.732355 + Penalty 2371.774692 = -167227.957663
  nChanged 4
		SP:Iteration 14Q (1679.710000 sec): 3 clusters
  Score: Raw -169600.788714 + Penalty 2371.774692 = -167229.014022
  nChanged 3
		SP:Iteration 15Q (1679.710000 sec): 3 clusters
  Score: Raw -169601.378891 + Penalty 2371.774692 = -167229.604199
  nChanged 2
		SP:Iteration 16Q (1679.720000 sec): 3 clusters
  Score: Raw -169601.893255 + Penalty 2371.774692 = -167230.118563
  nChanged 2
		SP:Iteration 17Q (1679.720000 sec): 3 clusters
  Score: Raw -169602.665415 + Penalty 2371.774692 = -167230.890723
  nChanged 1
		SP:Iteration 18Q (1679.720000 sec): 3 clusters
  Score: Raw -169603.160086 + Penalty 2371.774692 = -167231.385394
  nChanged 2
		SP:Iteration 19Q (1679.730000 sec): 3 clusters
  Score: Raw -169603.731300 + Penalty 2371.774692 = -167231.956608
  nChanged 1
		SP:Iteration 20F (1679.730000 sec): 3 clusters
  Score: Raw -169604.213334 + Penalty 2371.774692 = -167232.438642
  nChanged 2
		SP:Iteration 21Q (1679.740000 sec): 3 clusters
  Score: Raw -169604.840383 + Penalty 2371.774692 = -167233.065691
  nChanged 5
		SP:Iteration 22Q (1679.740000 sec): 3 clusters
  Score: Raw -169607.381907 + Penalty 2371.774692 = -167235.607215
  nChanged 3
		SP:Iteration 23Q (1679.740000 sec): 3 clusters
  Score: Raw -169609.711000 + Penalty 2371.774692 = -167237.936308
  nChanged 5
		SP:Iteration 24Q (1679.740000 sec): 3 clusters
  Score: Raw -169612.381828 + Penalty 2371.774692 = -167240.607136
  nChanged 9
		SP:Iteration 25Q (1679.750000 sec): 3 clusters
  Score: Raw -169618.695341 + Penalty 2371.774692 = -167246.920650
  nChanged 10
		SP:Iteration 26Q (1679.750000 sec): 3 clusters
  Score: Raw -169623.023405 + Penalty 2371.774692 = -167251.248713
  nChanged 8
		SP:Iteration 27Q (1679.760000 sec): 3 clusters
  Score: Raw -169626.832971 + Penalty 2371.774692 = -167255.058279
  nChanged 10
		SP:Iteration 28Q (1679.760000 sec): 3 clusters
  Score: Raw -169634.046689 + Penalty 2371.774692 = -167262.271997
  nChanged 11
		SP:Iteration 29Q (1679.760000 sec): 3 clusters
  Score: Raw -169645.231474 + Penalty 2371.774692 = -167273.456782
  nChanged 7
		SP:Iteration 30Q (1679.770000 sec): 3 clusters
  Score: Raw -169651.557460 + Penalty 2371.774692 = -167279.782768
  nChanged 12
		SP:Iteration 31Q (1679.770000 sec): 3 clusters
  Score: Raw -169660.228096 + Penalty 2371.774692 = -167288.453404
  nChanged 13
		SP:Iteration 32Q (1679.780000 sec): 3 clusters
  Score: Raw -169671.353318 + Penalty 2371.774692 = -167299.578626
  nChanged 12
		SP:Iteration 33Q (1679.780000 sec): 3 clusters
  Score: Raw -169679.502594 + Penalty 2371.774692 = -167307.727902
  nChanged 9
		SP:Iteration 34Q (1679.780000 sec): 3 clusters
  Score: Raw -169685.430313 + Penalty 2371.774692 = -167313.655621
  nChanged 8
		SP:Iteration 35Q (1679.780000 sec): 3 clusters
  Score: Raw -169689.971591 + Penalty 2371.774692 = -167318.196899
  nChanged 6
		SP:Iteration 36Q (1679.790000 sec): 3 clusters
  Score: Raw -169692.741386 + Penalty 2371.774692 = -167320.966694
  nChanged 4
		SP:Iteration 37Q (1679.790000 sec): 3 clusters
  Score: Raw -169696.214125 + Penalty 2371.774692 = -167324.439433
  nChanged 5
		SP:Iteration 38Q (1679.800000 sec): 3 clusters
  Score: Raw -169697.888061 + Penalty 2371.774692 = -167326.113369
  nChanged 4
		SP:Iteration 39Q (1679.800000 sec): 3 clusters
  Score: Raw -169699.291846 + Penalty 2371.774692 = -167327.517154
  nChanged 3
		SP:Iteration 40F (1679.800000 sec): 3 clusters
  Score: Raw -169701.361455 + Penalty 2371.774692 = -167329.586763
  nChanged 2
		SP:Iteration 41Q (1679.810000 sec): 3 clusters
  Score: Raw -169702.534715 + Penalty 2371.774692 = -167330.760023
  nChanged 0
		SP:Iteration 42F (1679.810000 sec): 3 clusters
  Score: Raw -169702.534715 + Penalty 2371.774692 = -167330.760023
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (10253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1679.840000 sec): 2 clusters
  Score: Raw -1148709.853976 + Penalty 1500.740414 = -1147209.113562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1679.870000 sec): 3 clusters
  Score: Raw -1142928.924504 + Penalty 3001.480828 = -1139927.443676
  nChanged 4462
		SP:Iteration 1F (1679.900000 sec): 3 clusters
  Score: Raw -1145482.906476 + Penalty 3001.480828 = -1142481.425648
  nChanged 650
		SP:Iteration 2F (1679.920000 sec): 3 clusters
  Score: Raw -1145801.958622 + Penalty 3001.480828 = -1142800.477794
  nChanged 561
		SP:Iteration 3F (1679.950000 sec): 3 clusters
  Score: Raw -1146078.881593 + Penalty 3001.480828 = -1143077.400765
  nChanged 527
		SP:Iteration 4F (1679.980000 sec): 3 clusters
  Score: Raw -1146340.172608 + Penalty 3001.480828 = -1143338.691780
  nChanged 469
		SP:Iteration 5Q (1680.000000 sec): 3 clusters
  Score: Raw -1146606.250905 + Penalty 3001.480828 = -1143604.770077
  nChanged 467
		SP:Iteration 6Q (1680.030000 sec): 3 clusters
  Score: Raw -1146876.039698 + Penalty 3001.480828 = -1143874.558870
  nChanged 457
		SP:Iteration 7Q (1680.050000 sec): 3 clusters
  Score: Raw -1147127.143115 + Penalty 3001.480828 = -1144125.662287
  nChanged 456
		SP:Iteration 8Q (1680.080000 sec): 3 clusters
  Score: Raw -1147412.044797 + Penalty 3001.480828 = -1144410.563969
  nChanged 404
		SP:Iteration 9Q (1680.100000 sec): 3 clusters
  Score: Raw -1147679.421925 + Penalty 3001.480828 = -1144677.941097
  nChanged 403
		SP:Iteration 10Q (1680.130000 sec): 3 clusters
  Score: Raw -1147935.211373 + Penalty 3001.480828 = -1144933.730545
  nChanged 342
		SP:Iteration 11Q (1680.160000 sec): 3 clusters
  Score: Raw -1148156.510670 + Penalty 3001.480828 = -1145155.029842
  nChanged 277
		SP:Iteration 12Q (1680.180000 sec): 3 clusters
  Score: Raw -1148325.677309 + Penalty 3001.480828 = -1145324.196481
  nChanged 244
		SP:Iteration 13Q (1680.200000 sec): 3 clusters
  Score: Raw -1148490.931164 + Penalty 3001.480828 = -1145489.450336
  nChanged 219
		SP:Iteration 14Q (1680.230000 sec): 3 clusters
  Score: Raw -1148645.774429 + Penalty 3001.480828 = -1145644.293601
  nChanged 178
		SP:Iteration 15Q (1680.250000 sec): 3 clusters
  Score: Raw -1148756.115880 + Penalty 3001.480828 = -1145754.635052
  nChanged 143
		SP:Iteration 16Q (1680.280000 sec): 3 clusters
  Score: Raw -1148856.102095 + Penalty 3001.480828 = -1145854.621267
  nChanged 105
		SP:Iteration 17Q (1680.300000 sec): 3 clusters
  Score: Raw -1148927.957419 + Penalty 3001.480828 = -1145926.476591
  nChanged 74
		SP:Iteration 18Q (1680.320000 sec): 3 clusters
  Score: Raw -1148973.294252 + Penalty 3001.480828 = -1145971.813424
  nChanged 49
		SP:Iteration 19Q (1680.340000 sec): 3 clusters
  Score: Raw -1149004.315065 + Penalty 3001.480828 = -1146002.834237
  nChanged 39
		SP:Iteration 20F (1680.360000 sec): 3 clusters
  Score: Raw -1149031.485159 + Penalty 3001.480828 = -1146030.004331
  nChanged 31
		SP:Iteration 21Q (1680.390000 sec): 3 clusters
  Score: Raw -1149051.354244 + Penalty 3001.480828 = -1146049.873416
  nChanged 23
		SP:Iteration 22Q (1680.410000 sec): 3 clusters
  Score: Raw -1149065.607398 + Penalty 3001.480828 = -1146064.126570
  nChanged 25
		SP:Iteration 23Q (1680.430000 sec): 3 clusters
  Score: Raw -1149080.391211 + Penalty 3001.480828 = -1146078.910383
  nChanged 21
		SP:Iteration 24Q (1680.450000 sec): 3 clusters
  Score: Raw -1149092.454377 + Penalty 3001.480828 = -1146090.973549
  nChanged 20
		SP:Iteration 25Q (1680.470000 sec): 3 clusters
  Score: Raw -1149105.616596 + Penalty 3001.480828 = -1146104.135768
  nChanged 20
		SP:Iteration 26Q (1680.490000 sec): 3 clusters
  Score: Raw -1149116.550002 + Penalty 3001.480828 = -1146115.069174
  nChanged 13
		SP:Iteration 27Q (1680.510000 sec): 3 clusters
  Score: Raw -1149123.788199 + Penalty 3001.480828 = -1146122.307371
  nChanged 15
		SP:Iteration 28Q (1680.530000 sec): 3 clusters
  Score: Raw -1149132.245264 + Penalty 3001.480828 = -1146130.764436
  nChanged 12
		SP:Iteration 29Q (1680.550000 sec): 3 clusters
  Score: Raw -1149140.644916 + Penalty 3001.480828 = -1146139.164088
  nChanged 12
		SP:Iteration 30Q (1680.570000 sec): 3 clusters
  Score: Raw -1149148.512125 + Penalty 3001.480828 = -1146147.031297
  nChanged 11
		SP:Iteration 31Q (1680.590000 sec): 3 clusters
  Score: Raw -1149152.269737 + Penalty 3001.480828 = -1146150.788909
  nChanged 7
		SP:Iteration 32Q (1680.610000 sec): 3 clusters
  Score: Raw -1149155.284837 + Penalty 3001.480828 = -1146153.804009
  nChanged 8
		SP:Iteration 33Q (1680.630000 sec): 3 clusters
  Score: Raw -1149157.097574 + Penalty 3001.480828 = -1146155.616746
  nChanged 5
		SP:Iteration 34Q (1680.650000 sec): 3 clusters
  Score: Raw -1149158.865431 + Penalty 3001.480828 = -1146157.384603
  nChanged 3
		SP:Iteration 35Q (1680.670000 sec): 3 clusters
  Score: Raw -1149160.366763 + Penalty 3001.480828 = -1146158.885935
  nChanged 6
		SP:Iteration 36Q (1680.690000 sec): 3 clusters
  Score: Raw -1149164.213192 + Penalty 3001.480828 = -1146162.732364
  nChanged 5
		SP:Iteration 37Q (1680.710000 sec): 3 clusters
  Score: Raw -1149167.326336 + Penalty 3001.480828 = -1146165.845508
  nChanged 4
		SP:Iteration 38Q (1680.730000 sec): 3 clusters
  Score: Raw -1149170.719671 + Penalty 3001.480828 = -1146169.238843
  nChanged 9
		SP:Iteration 39Q (1680.750000 sec): 3 clusters
  Score: Raw -1149178.503566 + Penalty 3001.480828 = -1146177.022738
  nChanged 9
		SP:Iteration 40F (1680.780000 sec): 3 clusters
  Score: Raw -1149186.176993 + Penalty 3001.480828 = -1146184.696165
  nChanged 9
		SP:Iteration 41Q (1680.800000 sec): 3 clusters
  Score: Raw -1149193.587677 + Penalty 3001.480828 = -1146192.106849
  nChanged 13
		SP:Iteration 42Q (1680.820000 sec): 3 clusters
  Score: Raw -1149203.692273 + Penalty 3001.480828 = -1146202.211445
  nChanged 16
		SP:Iteration 43Q (1680.840000 sec): 3 clusters
  Score: Raw -1149219.865264 + Penalty 3001.480828 = -1146218.384436
  nChanged 15
		SP:Iteration 44Q (1680.860000 sec): 3 clusters
  Score: Raw -1149230.491099 + Penalty 3001.480828 = -1146229.010271
  nChanged 12
		SP:Iteration 45Q (1680.880000 sec): 3 clusters
  Score: Raw -1149241.089570 + Penalty 3001.480828 = -1146239.608742
  nChanged 20
		SP:Iteration 46Q (1680.900000 sec): 3 clusters
  Score: Raw -1149253.828678 + Penalty 3001.480828 = -1146252.347850
  nChanged 25
		SP:Iteration 47Q (1680.920000 sec): 3 clusters
  Score: Raw -1149274.703882 + Penalty 3001.480828 = -1146273.223054
  nChanged 25
		SP:Iteration 48Q (1680.940000 sec): 3 clusters
  Score: Raw -1149293.855042 + Penalty 3001.480828 = -1146292.374214
  nChanged 27
		SP:Iteration 49Q (1680.960000 sec): 3 clusters
  Score: Raw -1149318.093946 + Penalty 3001.480828 = -1146316.613118
  nChanged 28
		SP:Iteration 50Q (1680.980000 sec): 3 clusters
  Score: Raw -1149336.647596 + Penalty 3001.480828 = -1146335.166767
  nChanged 27
		SP:Iteration 51Q (1681.000000 sec): 3 clusters
  Score: Raw -1149355.756572 + Penalty 3001.480828 = -1146354.275744
  nChanged 37
		SP:Iteration 52Q (1681.020000 sec): 3 clusters
  Score: Raw -1149383.087036 + Penalty 3001.480828 = -1146381.606208
  nChanged 44
		SP:Iteration 53Q (1681.040000 sec): 3 clusters
  Score: Raw -1149433.859425 + Penalty 3001.480828 = -1146432.378597
  nChanged 70
		SP:Iteration 54Q (1681.050000 sec): 3 clusters
  Score: Raw -1149514.610223 + Penalty 3001.480828 = -1146513.129395
  nChanged 88
		SP:Iteration 55Q (1681.070000 sec): 3 clusters
  Score: Raw -1149618.276086 + Penalty 3001.480828 = -1146616.795258
  nChanged 103
		SP:Iteration 56Q (1681.090000 sec): 3 clusters
  Score: Raw -1149766.573217 + Penalty 3001.480828 = -1146765.092389
  nChanged 113
		SP:Iteration 57Q (1681.110000 sec): 3 clusters
  Score: Raw -1149919.331547 + Penalty 3001.480828 = -1146917.850719
  nChanged 110
		SP:Iteration 58Q (1681.130000 sec): 3 clusters
  Score: Raw -1150019.139197 + Penalty 3001.480828 = -1147017.658369
  nChanged 86
		SP:Iteration 59Q (1681.150000 sec): 3 clusters
  Score: Raw -1150083.533393 + Penalty 3001.480828 = -1147082.052565
  nChanged 49
		SP:Iteration 60F (1681.180000 sec): 3 clusters
  Score: Raw -1150132.255876 + Penalty 3001.480828 = -1147130.775048
  nChanged 49
		SP:Iteration 61Q (1681.200000 sec): 3 clusters
  Score: Raw -1150166.872039 + Penalty 3001.480828 = -1147165.391211
  nChanged 34
		SP:Iteration 62Q (1681.210000 sec): 3 clusters
  Score: Raw -1150195.609177 + Penalty 3001.480828 = -1147194.128349
  nChanged 26
		SP:Iteration 63Q (1681.230000 sec): 3 clusters
  Score: Raw -1150213.604638 + Penalty 3001.480828 = -1147212.123810
  nChanged 24
		SP:Iteration 64Q (1681.250000 sec): 3 clusters
  Score: Raw -1150228.199002 + Penalty 3001.480828 = -1147226.718174
  nChanged 13
		SP:Iteration 65Q (1681.270000 sec): 3 clusters
  Score: Raw -1150232.730315 + Penalty 3001.480828 = -1147231.249487
  nChanged 5
		SP:Iteration 66Q (1681.290000 sec): 3 clusters
  Score: Raw -1150233.948290 + Penalty 3001.480828 = -1147232.467462
  nChanged 3
		SP:Iteration 67Q (1681.310000 sec): 3 clusters
  Score: Raw -1150235.620663 + Penalty 3001.480828 = -1147234.139835
  nChanged 4
		SP:Iteration 68Q (1681.330000 sec): 3 clusters
  Score: Raw -1150236.341320 + Penalty 3001.480828 = -1147234.860492
  nChanged 0
		SP:Iteration 69F (1681.360000 sec): 3 clusters
  Score: Raw -1150236.341320 + Penalty 3001.480828 = -1147234.860492
  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 12.42 GB.

 Trying to split cluster 25 (4917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1681.380000 sec): 2 clusters
  Score: Raw -539640.837905 + Penalty 1381.323753 = -538259.514152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1681.390000 sec): 3 clusters
  Score: Raw -537097.776749 + Penalty 2762.647507 = -534335.129242
  nChanged 1972
		SP:Iteration 1F (1681.400000 sec): 3 clusters
  Score: Raw -538270.067294 + Penalty 2762.647507 = -535507.419787
  nChanged 418
		SP:Iteration 2F (1681.420000 sec): 3 clusters
  Score: Raw -538564.645946 + Penalty 2762.647507 = -535801.998439
  nChanged 307
		SP:Iteration 3F (1681.430000 sec): 3 clusters
  Score: Raw -538779.822685 + Penalty 2762.647507 = -536017.175178
  nChanged 257
		SP:Iteration 4F (1681.440000 sec): 3 clusters
  Score: Raw -538945.447832 + Penalty 2762.647507 = -536182.800325
  nChanged 199
		SP:Iteration 5Q (1681.450000 sec): 3 clusters
  Score: Raw -539079.859498 + Penalty 2762.647507 = -536317.211991
  nChanged 180
		SP:Iteration 6Q (1681.460000 sec): 3 clusters
  Score: Raw -539212.521323 + Penalty 2762.647507 = -536449.873816
  nChanged 199
		SP:Iteration 7Q (1681.480000 sec): 3 clusters
  Score: Raw -539343.935315 + Penalty 2762.647507 = -536581.287808
  nChanged 171
		SP:Iteration 8Q (1681.490000 sec): 3 clusters
  Score: Raw -539445.744524 + Penalty 2762.647507 = -536683.097017
  nChanged 149
		SP:Iteration 9Q (1681.500000 sec): 3 clusters
  Score: Raw -539527.254721 + Penalty 2762.647507 = -536764.607214
  nChanged 110
		SP:Iteration 10Q (1681.510000 sec): 3 clusters
  Score: Raw -539569.634192 + Penalty 2762.647507 = -536806.986685
  nChanged 79
		SP:Iteration 11Q (1681.520000 sec): 3 clusters
  Score: Raw -539601.380952 + Penalty 2762.647507 = -536838.733445
  nChanged 75
		SP:Iteration 12Q (1681.530000 sec): 3 clusters
  Score: Raw -539628.807507 + Penalty 2762.647507 = -536866.160000
  nChanged 55
		SP:Iteration 13Q (1681.540000 sec): 3 clusters
  Score: Raw -539643.992290 + Penalty 2762.647507 = -536881.344783
  nChanged 45
		SP:Iteration 14Q (1681.560000 sec): 3 clusters
  Score: Raw -539655.819483 + Penalty 2762.647507 = -536893.171976
  nChanged 29
		SP:Iteration 15Q (1681.570000 sec): 3 clusters
  Score: Raw -539663.860324 + Penalty 2762.647507 = -536901.212818
  nChanged 26
		SP:Iteration 16Q (1681.580000 sec): 3 clusters
  Score: Raw -539672.149177 + Penalty 2762.647507 = -536909.501670
  nChanged 24
		SP:Iteration 17Q (1681.590000 sec): 3 clusters
  Score: Raw -539680.616490 + Penalty 2762.647507 = -536917.968983
  nChanged 30
		SP:Iteration 18Q (1681.600000 sec): 3 clusters
  Score: Raw -539689.332091 + Penalty 2762.647507 = -536926.684584
  nChanged 21
		SP:Iteration 19Q (1681.620000 sec): 3 clusters
  Score: Raw -539694.055967 + Penalty 2762.647507 = -536931.408461
  nChanged 22
		SP:Iteration 20F (1681.630000 sec): 3 clusters
  Score: Raw -539700.943208 + Penalty 2762.647507 = -536938.295702
  nChanged 25
		SP:Iteration 21Q (1681.640000 sec): 3 clusters
  Score: Raw -539710.089927 + Penalty 2762.647507 = -536947.442420
  nChanged 23
		SP:Iteration 22Q (1681.650000 sec): 3 clusters
  Score: Raw -539715.420963 + Penalty 2762.647507 = -536952.773456
  nChanged 22
		SP:Iteration 23Q (1681.660000 sec): 3 clusters
  Score: Raw -539721.679528 + Penalty 2762.647507 = -536959.032021
  nChanged 23
		SP:Iteration 24Q (1681.680000 sec): 3 clusters
  Score: Raw -539727.650317 + Penalty 2762.647507 = -536965.002810
  nChanged 27
		SP:Iteration 25Q (1681.690000 sec): 3 clusters
  Score: Raw -539735.820844 + Penalty 2762.647507 = -536973.173337
  nChanged 26
		SP:Iteration 26Q (1681.700000 sec): 3 clusters
  Score: Raw -539743.203763 + Penalty 2762.647507 = -536980.556256
  nChanged 22
		SP:Iteration 27Q (1681.710000 sec): 3 clusters
  Score: Raw -539749.570756 + Penalty 2762.647507 = -536986.923250
  nChanged 25
		SP:Iteration 28Q (1681.720000 sec): 3 clusters
  Score: Raw -539756.448900 + Penalty 2762.647507 = -536993.801393
  nChanged 31
		SP:Iteration 29Q (1681.730000 sec): 3 clusters
  Score: Raw -539764.646177 + Penalty 2762.647507 = -537001.998670
  nChanged 26
		SP:Iteration 30Q (1681.740000 sec): 3 clusters
  Score: Raw -539772.197846 + Penalty 2762.647507 = -537009.550339
  nChanged 19
		SP:Iteration 31Q (1681.760000 sec): 3 clusters
  Score: Raw -539777.965708 + Penalty 2762.647507 = -537015.318201
  nChanged 22
		SP:Iteration 32Q (1681.770000 sec): 3 clusters
  Score: Raw -539783.844608 + Penalty 2762.647507 = -537021.197102
  nChanged 14
		SP:Iteration 33Q (1681.780000 sec): 3 clusters
  Score: Raw -539788.549199 + Penalty 2762.647507 = -537025.901692
  nChanged 14
		SP:Iteration 34Q (1681.790000 sec): 3 clusters
  Score: Raw -539792.655824 + Penalty 2762.647507 = -537030.008317
  nChanged 18
		SP:Iteration 35Q (1681.800000 sec): 3 clusters
  Score: Raw -539796.483375 + Penalty 2762.647507 = -537033.835868
  nChanged 15
		SP:Iteration 36Q (1681.820000 sec): 3 clusters
  Score: Raw -539800.481868 + Penalty 2762.647507 = -537037.834361
  nChanged 12
		SP:Iteration 37Q (1681.830000 sec): 3 clusters
  Score: Raw -539802.900629 + Penalty 2762.647507 = -537040.253122
  nChanged 9
		SP:Iteration 38Q (1681.840000 sec): 3 clusters
  Score: Raw -539805.433368 + Penalty 2762.647507 = -537042.785861
  nChanged 6
		SP:Iteration 39Q (1681.850000 sec): 3 clusters
  Score: Raw -539806.783268 + Penalty 2762.647507 = -537044.135761
  nChanged 4
		SP:Iteration 40F (1681.860000 sec): 3 clusters
  Score: Raw -539807.604583 + Penalty 2762.647507 = -537044.957076
  nChanged 2
		SP:Iteration 41Q (1681.870000 sec): 3 clusters
  Score: Raw -539808.030230 + Penalty 2762.647507 = -537045.382723
  nChanged 7
		SP:Iteration 42Q (1681.880000 sec): 3 clusters
  Score: Raw -539810.185370 + Penalty 2762.647507 = -537047.537863
  nChanged 5
		SP:Iteration 43Q (1681.900000 sec): 3 clusters
  Score: Raw -539811.117611 + Penalty 2762.647507 = -537048.470104
  nChanged 3
		SP:Iteration 44Q (1681.910000 sec): 3 clusters
  Score: Raw -539812.358183 + Penalty 2762.647507 = -537049.710676
  nChanged 7
		SP:Iteration 45Q (1681.920000 sec): 3 clusters
  Score: Raw -539813.999875 + Penalty 2762.647507 = -537051.352368
  nChanged 12
		SP:Iteration 46Q (1681.930000 sec): 3 clusters
  Score: Raw -539817.188941 + Penalty 2762.647507 = -537054.541434
  nChanged 13
		SP:Iteration 47Q (1681.940000 sec): 3 clusters
  Score: Raw -539820.618140 + Penalty 2762.647507 = -537057.970634
  nChanged 14
		SP:Iteration 48Q (1681.960000 sec): 3 clusters
  Score: Raw -539825.395300 + Penalty 2762.647507 = -537062.747793
  nChanged 12
		SP:Iteration 49Q (1681.970000 sec): 3 clusters
  Score: Raw -539829.834425 + Penalty 2762.647507 = -537067.186918
  nChanged 17
		SP:Iteration 50Q (1681.980000 sec): 3 clusters
  Score: Raw -539838.506011 + Penalty 2762.647507 = -537075.858504
  nChanged 19
		SP:Iteration 51Q (1681.990000 sec): 3 clusters
  Score: Raw -539847.099635 + Penalty 2762.647507 = -537084.452128
  nChanged 22
		SP:Iteration 52Q (1682.000000 sec): 3 clusters
  Score: Raw -539858.367533 + Penalty 2762.647507 = -537095.720026
  nChanged 23
		SP:Iteration 53Q (1682.010000 sec): 3 clusters
  Score: Raw -539864.329483 + Penalty 2762.647507 = -537101.681976
  nChanged 26
		SP:Iteration 54Q (1682.020000 sec): 3 clusters
  Score: Raw -539872.900145 + Penalty 2762.647507 = -537110.252638
  nChanged 23
		SP:Iteration 55Q (1682.040000 sec): 3 clusters
  Score: Raw -539883.231856 + Penalty 2762.647507 = -537120.584349
  nChanged 29
		SP:Iteration 56Q (1682.050000 sec): 3 clusters
  Score: Raw -539894.508949 + Penalty 2762.647507 = -537131.861443
  nChanged 31
		SP:Iteration 57Q (1682.060000 sec): 3 clusters
  Score: Raw -539906.687307 + Penalty 2762.647507 = -537144.039800
  nChanged 38
		SP:Iteration 58Q (1682.070000 sec): 3 clusters
  Score: Raw -539921.872053 + Penalty 2762.647507 = -537159.224546
  nChanged 43
		SP:Iteration 59Q (1682.080000 sec): 3 clusters
  Score: Raw -539937.197474 + Penalty 2762.647507 = -537174.549967
  nChanged 31
		SP:Iteration 60F (1682.100000 sec): 3 clusters
  Score: Raw -539949.895971 + Penalty 2762.647507 = -537187.248465
  nChanged 28
		SP:Iteration 61Q (1682.100000 sec): 3 clusters
  Score: Raw -539959.247940 + Penalty 2762.647507 = -537196.600433
  nChanged 21
		SP:Iteration 62Q (1682.110000 sec): 3 clusters
  Score: Raw -539964.809906 + Penalty 2762.647507 = -537202.162399
  nChanged 14
		SP:Iteration 63Q (1682.120000 sec): 3 clusters
  Score: Raw -539967.981668 + Penalty 2762.647507 = -537205.334162
  nChanged 19
		SP:Iteration 64Q (1682.140000 sec): 3 clusters
  Score: Raw -539973.784092 + Penalty 2762.647507 = -537211.136585
  nChanged 13
		SP:Iteration 65Q (1682.150000 sec): 3 clusters
  Score: Raw -539977.418282 + Penalty 2762.647507 = -537214.770776
  nChanged 13
		SP:Iteration 66Q (1682.160000 sec): 3 clusters
  Score: Raw -539980.468428 + Penalty 2762.647507 = -537217.820921
  nChanged 11
		SP:Iteration 67Q (1682.170000 sec): 3 clusters
  Score: Raw -539982.759669 + Penalty 2762.647507 = -537220.112162
  nChanged 4
		SP:Iteration 68Q (1682.180000 sec): 3 clusters
  Score: Raw -539983.695930 + Penalty 2762.647507 = -537221.048423
  nChanged 4
		SP:Iteration 69Q (1682.190000 sec): 3 clusters
  Score: Raw -539984.360522 + Penalty 2762.647507 = -537221.713015
  nChanged 2
		SP:Iteration 70Q (1682.200000 sec): 3 clusters
  Score: Raw -539984.827273 + Penalty 2762.647507 = -537222.179766
  nChanged 0
		SP:Iteration 71F (1682.220000 sec): 3 clusters
  Score: Raw -539984.827273 + Penalty 2762.647507 = -537222.179766
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1682.220000 sec): 2 clusters
  Score: Raw -60232.415828 + Penalty 1032.867495 = -59199.548333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1682.220000 sec): 3 clusters
  Score: Raw -60193.209922 + Penalty 2065.734990 = -58127.474932
  nChanged 162
		SP:Iteration 1F (1682.230000 sec): 3 clusters
  Score: Raw -60386.618994 + Penalty 2065.734990 = -58320.884004
  nChanged 49
		SP:Iteration 2F (1682.230000 sec): 3 clusters
  Score: Raw -60460.475698 + Penalty 2065.734990 = -58394.740708
  nChanged 30
		SP:Iteration 3F (1682.230000 sec): 3 clusters
  Score: Raw -60517.427977 + Penalty 2065.734990 = -58451.692987
  nChanged 28
		SP:Iteration 4Q (1682.230000 sec): 3 clusters
  Score: Raw -60630.707276 + Penalty 2065.734990 = -58564.972286
  nChanged 34
		SP:Iteration 5F (1682.230000 sec): 3 clusters
  Score: Raw -60731.853023 + Penalty 2065.734990 = -58666.118034
  nChanged 30
		SP:Iteration 6F (1682.240000 sec): 3 clusters
  Score: Raw -60860.347635 + Penalty 2065.734990 = -58794.612646
  nChanged 33
		SP:Iteration 7F (1682.240000 sec): 3 clusters
  Score: Raw -60930.158185 + Penalty 2065.734990 = -58864.423196
  nChanged 24
		SP:Iteration 8Q (1682.240000 sec): 3 clusters
  Score: Raw -60993.870857 + Penalty 2065.734990 = -58928.135867
  nChanged 18
		SP:Iteration 9Q (1682.240000 sec): 3 clusters
  Score: Raw -61125.811720 + Penalty 2065.734990 = -59060.076730
  nChanged 23
		SP:Iteration 10Q (1682.240000 sec): 3 clusters
  Score: Raw -61220.834540 + Penalty 2065.734990 = -59155.099551
  nChanged 12
		SP:Iteration 11Q (1682.240000 sec): 3 clusters
  Score: Raw -61263.311495 + Penalty 2065.734990 = -59197.576505
  nChanged 6
		SP:Iteration 12Q (1682.240000 sec): 3 clusters
  Score: Raw -61284.751845 + Penalty 2065.734990 = -59219.016855
  nChanged 2
		SP:Iteration 13Q (1682.240000 sec): 3 clusters
  Score: Raw -61289.723839 + Penalty 2065.734990 = -59223.988849
  nChanged 0
		SP:Iteration 14F (1682.240000 sec): 3 clusters
  Score: Raw -61333.128491 + Penalty 2065.734990 = -59267.393502
  nChanged 2
		SP:Iteration 15Q (1682.240000 sec): 3 clusters
  Score: Raw -61380.814377 + Penalty 2065.734990 = -59315.079387
  nChanged 3
		SP:Iteration 16Q (1682.250000 sec): 3 clusters
  Score: Raw -61390.517469 + Penalty 2065.734990 = -59324.782480
  nChanged 2
		SP:Iteration 17Q (1682.250000 sec): 3 clusters
  Score: Raw -61394.468212 + Penalty 2065.734990 = -59328.733222
  nChanged 1
		SP:Iteration 18Q (1682.250000 sec): 3 clusters
  Score: Raw -61395.831961 + Penalty 2065.734990 = -59330.096971
  nChanged 0
		SP:Iteration 19F (1682.250000 sec): 3 clusters
  Score: Raw -61395.831961 + Penalty 2065.734990 = -59330.096971
  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 12.42 GB.

 Trying to split cluster 27 (61544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1682.450000 sec): 2 clusters
  Score: Raw -7210278.864875 + Penalty 1791.969992 = -7208486.894883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1682.620000 sec): 3 clusters
  Score: Raw -7170870.194904 + Penalty 3583.939985 = -7167286.254920
  nChanged 29132
		SP:Iteration 1F (1682.780000 sec): 3 clusters
  Score: Raw -7187575.247064 + Penalty 3583.939985 = -7183991.307080
  nChanged 2157
		SP:Iteration 2Q (1682.950000 sec): 3 clusters
  Score: Raw -7188177.594487 + Penalty 3583.939985 = -7184593.654502
  nChanged 2248
		SP:Iteration 3Q (1683.120000 sec): 3 clusters
  Score: Raw -7188860.894519 + Penalty 3583.939985 = -7185276.954534
  nChanged 2355
		SP:Iteration 4Q (1683.290000 sec): 3 clusters
  Score: Raw -7189751.088140 + Penalty 3583.939985 = -7186167.148155
  nChanged 2751
		SP:Iteration 5Q (1683.460000 sec): 3 clusters
  Score: Raw -7191077.074156 + Penalty 3583.939985 = -7187493.134171
  nChanged 3249
		SP:Iteration 6F (1683.620000 sec): 3 clusters
  Score: Raw -7192983.036956 + Penalty 3583.939985 = -7189399.096971
  nChanged 3642
		SP:Iteration 7F (1683.790000 sec): 3 clusters
  Score: Raw -7195441.353810 + Penalty 3583.939985 = -7191857.413825
  nChanged 3914
		SP:Iteration 8F (1683.950000 sec): 3 clusters
  Score: Raw -7198183.691064 + Penalty 3583.939985 = -7194599.751079
  nChanged 3896
		SP:Iteration 9F (1684.120000 sec): 3 clusters
  Score: Raw -7200925.782471 + Penalty 3583.939985 = -7197341.842487
  nChanged 3580
		SP:Iteration 10F (1684.280000 sec): 3 clusters
  Score: Raw -7203496.641566 + Penalty 3583.939985 = -7199912.701582
  nChanged 3235
		SP:Iteration 11F (1684.450000 sec): 3 clusters
  Score: Raw -7205830.598148 + Penalty 3583.939985 = -7202246.658163
  nChanged 2783
		SP:Iteration 12Q (1684.600000 sec): 3 clusters
  Score: Raw -7207794.659561 + Penalty 3583.939985 = -7204210.719576
  nChanged 2173
		SP:Iteration 13Q (1684.780000 sec): 3 clusters
  Score: Raw -7209120.692951 + Penalty 3583.939985 = -7205536.752967
  nChanged 1537
		SP:Iteration 14Q (1684.940000 sec): 3 clusters
  Score: Raw -7209897.312775 + Penalty 3583.939985 = -7206313.372791
  nChanged 1164
		SP:Iteration 15Q (1685.090000 sec): 3 clusters
  Score: Raw -7210367.917567 + Penalty 3583.939985 = -7206783.977582
  nChanged 849
		SP:Iteration 16Q (1685.240000 sec): 3 clusters
  Score: Raw -7210618.865059 + Penalty 3583.939985 = -7207034.925074
  nChanged 671
		SP:Iteration 17Q (1685.380000 sec): 3 clusters
  Score: Raw -7210780.544404 + Penalty 3583.939985 = -7207196.604419
  nChanged 569
		SP:Iteration 18Q (1685.540000 sec): 3 clusters
  Score: Raw -7210896.662626 + Penalty 3583.939985 = -7207312.722641
  nChanged 484
		SP:Iteration 19Q (1685.680000 sec): 3 clusters
  Score: Raw -7210994.733948 + Penalty 3583.939985 = -7207410.793963
  nChanged 441
		SP:Iteration 20F (1685.840000 sec): 3 clusters
  Score: Raw -7211077.902531 + Penalty 3583.939985 = -7207493.962546
  nChanged 404
		SP:Iteration 21Q (1685.980000 sec): 3 clusters
  Score: Raw -7211149.935773 + Penalty 3583.939985 = -7207565.995788
  nChanged 386
		SP:Iteration 22Q (1686.130000 sec): 3 clusters
  Score: Raw -7211215.910469 + Penalty 3583.939985 = -7207631.970484
  nChanged 344
		SP:Iteration 23Q (1686.270000 sec): 3 clusters
  Score: Raw -7211268.090985 + Penalty 3583.939985 = -7207684.151001
  nChanged 324
		SP:Iteration 24Q (1686.420000 sec): 3 clusters
  Score: Raw -7211317.757626 + Penalty 3583.939985 = -7207733.817641
  nChanged 268
		SP:Iteration 25Q (1686.580000 sec): 3 clusters
  Score: Raw -7211353.605656 + Penalty 3583.939985 = -7207769.665671
  nChanged 248
		SP:Iteration 26Q (1686.740000 sec): 3 clusters
  Score: Raw -7211384.067178 + Penalty 3583.939985 = -7207800.127194
  nChanged 224
		SP:Iteration 27Q (1686.880000 sec): 3 clusters
  Score: Raw -7211411.899085 + Penalty 3583.939985 = -7207827.959100
  nChanged 212
		SP:Iteration 28Q (1687.020000 sec): 3 clusters
  Score: Raw -7211438.908665 + Penalty 3583.939985 = -7207854.968681
  nChanged 190
		SP:Iteration 29Q (1687.150000 sec): 3 clusters
  Score: Raw -7211463.901994 + Penalty 3583.939985 = -7207879.962010
  nChanged 196
		SP:Iteration 30Q (1687.290000 sec): 3 clusters
  Score: Raw -7211489.791168 + Penalty 3583.939985 = -7207905.851183
  nChanged 193
		SP:Iteration 31Q (1687.430000 sec): 3 clusters
  Score: Raw -7211514.518576 + Penalty 3583.939985 = -7207930.578591
  nChanged 181
		SP:Iteration 32Q (1687.570000 sec): 3 clusters
  Score: Raw -7211535.025312 + Penalty 3583.939985 = -7207951.085327
  nChanged 155
		SP:Iteration 33Q (1687.730000 sec): 3 clusters
  Score: Raw -7211553.154511 + Penalty 3583.939985 = -7207969.214526
  nChanged 157
		SP:Iteration 34Q (1687.890000 sec): 3 clusters
  Score: Raw -7211571.443919 + Penalty 3583.939985 = -7207987.503934
  nChanged 147
		SP:Iteration 35Q (1688.030000 sec): 3 clusters
  Score: Raw -7211588.533563 + Penalty 3583.939985 = -7208004.593579
  nChanged 141
		SP:Iteration 36Q (1688.170000 sec): 3 clusters
  Score: Raw -7211604.140616 + Penalty 3583.939985 = -7208020.200631
  nChanged 126
		SP:Iteration 37Q (1688.310000 sec): 3 clusters
  Score: Raw -7211617.377080 + Penalty 3583.939985 = -7208033.437096
  nChanged 118
		SP:Iteration 38Q (1688.450000 sec): 3 clusters
  Score: Raw -7211626.628222 + Penalty 3583.939985 = -7208042.688237
  nChanged 85
		SP:Iteration 39Q (1688.590000 sec): 3 clusters
  Score: Raw -7211632.981002 + Penalty 3583.939985 = -7208049.041017
  nChanged 89
		SP:Iteration 40F (1688.760000 sec): 3 clusters
  Score: Raw -7211640.484941 + Penalty 3583.939985 = -7208056.544956
  nChanged 95
		SP:Iteration 41Q (1688.900000 sec): 3 clusters
  Score: Raw -7211648.783149 + Penalty 3583.939985 = -7208064.843164
  nChanged 74
		SP:Iteration 42Q (1689.040000 sec): 3 clusters
  Score: Raw -7211655.894392 + Penalty 3583.939985 = -7208071.954407
  nChanged 85
		SP:Iteration 43Q (1689.170000 sec): 3 clusters
  Score: Raw -7211662.821278 + Penalty 3583.939985 = -7208078.881293
  nChanged 59
		SP:Iteration 44Q (1689.310000 sec): 3 clusters
  Score: Raw -7211667.113532 + Penalty 3583.939985 = -7208083.173548
  nChanged 61
		SP:Iteration 45Q (1689.440000 sec): 3 clusters
  Score: Raw -7211671.619128 + Penalty 3583.939985 = -7208087.679143
  nChanged 48
		SP:Iteration 46Q (1689.580000 sec): 3 clusters
  Score: Raw -7211674.883998 + Penalty 3583.939985 = -7208090.944014
  nChanged 50
		SP:Iteration 47Q (1689.710000 sec): 3 clusters
  Score: Raw -7211678.201723 + Penalty 3583.939985 = -7208094.261739
  nChanged 44
		SP:Iteration 48Q (1689.850000 sec): 3 clusters
  Score: Raw -7211681.078718 + Penalty 3583.939985 = -7208097.138733
  nChanged 35
		SP:Iteration 49Q (1689.980000 sec): 3 clusters
  Score: Raw -7211683.498537 + Penalty 3583.939985 = -7208099.558553
  nChanged 38
		SP:Iteration 50Q (1690.110000 sec): 3 clusters
  Score: Raw -7211685.964930 + Penalty 3583.939985 = -7208102.024946
  nChanged 26
		SP:Iteration 51Q (1690.250000 sec): 3 clusters
  Score: Raw -7211687.280403 + Penalty 3583.939985 = -7208103.340419
  nChanged 18
		SP:Iteration 52Q (1690.380000 sec): 3 clusters
  Score: Raw -7211688.122840 + Penalty 3583.939985 = -7208104.182856
  nChanged 15
		SP:Iteration 53Q (1690.510000 sec): 3 clusters
  Score: Raw -7211688.714277 + Penalty 3583.939985 = -7208104.774293
  nChanged 11
		SP:Iteration 54Q (1690.650000 sec): 3 clusters
  Score: Raw -7211689.201429 + Penalty 3583.939985 = -7208105.261444
  nChanged 5
		SP:Iteration 55Q (1690.780000 sec): 3 clusters
  Score: Raw -7211689.349754 + Penalty 3583.939985 = -7208105.409769
  nChanged 3
		SP:Iteration 56Q (1690.920000 sec): 3 clusters
  Score: Raw -7211689.453440 + Penalty 3583.939985 = -7208105.513455
  nChanged 2
		SP:Iteration 57Q (1691.050000 sec): 3 clusters
  Score: Raw -7211689.506008 + Penalty 3583.939985 = -7208105.566024
  nChanged 1
		SP:Iteration 58Q (1691.190000 sec): 3 clusters
  Score: Raw -7211689.594640 + Penalty 3583.939985 = -7208105.654655
  nChanged 0
		SP:Iteration 59F (1691.350000 sec): 3 clusters
  Score: Raw -7211689.594640 + Penalty 3583.939985 = -7208105.654655
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (9481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1691.410000 sec): 2 clusters
  Score: Raw -1105216.703879 + Penalty 1488.019825 = -1103728.684054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1691.430000 sec): 3 clusters
  Score: Raw -1099842.425491 + Penalty 2976.039649 = -1096866.385841
  nChanged 4165
		SP:Iteration 1F (1691.460000 sec): 3 clusters
  Score: Raw -1102175.129278 + Penalty 2976.039649 = -1099199.089628
  nChanged 574
		SP:Iteration 2F (1691.480000 sec): 3 clusters
  Score: Raw -1102404.316736 + Penalty 2976.039649 = -1099428.277087
  nChanged 469
		SP:Iteration 3Q (1691.510000 sec): 3 clusters
  Score: Raw -1102578.059239 + Penalty 2976.039649 = -1099602.019589
  nChanged 380
		SP:Iteration 4Q (1691.530000 sec): 3 clusters
  Score: Raw -1102730.572939 + Penalty 2976.039649 = -1099754.533290
  nChanged 354
		SP:Iteration 5Q (1691.550000 sec): 3 clusters
  Score: Raw -1102876.641688 + Penalty 2976.039649 = -1099900.602039
  nChanged 348
		SP:Iteration 6Q (1691.580000 sec): 3 clusters
  Score: Raw -1103027.808149 + Penalty 2976.039649 = -1100051.768500
  nChanged 333
		SP:Iteration 7Q (1691.600000 sec): 3 clusters
  Score: Raw -1103171.052085 + Penalty 2976.039649 = -1100195.012436
  nChanged 350
		SP:Iteration 8Q (1691.630000 sec): 3 clusters
  Score: Raw -1103324.626555 + Penalty 2976.039649 = -1100348.586906
  nChanged 348
		SP:Iteration 9Q (1691.650000 sec): 3 clusters
  Score: Raw -1103509.422152 + Penalty 2976.039649 = -1100533.382502
  nChanged 412
		SP:Iteration 10Q (1691.670000 sec): 3 clusters
  Score: Raw -1103771.022744 + Penalty 2976.039649 = -1100794.983095
  nChanged 431
		SP:Iteration 11Q (1691.700000 sec): 3 clusters
  Score: Raw -1104059.855502 + Penalty 2976.039649 = -1101083.815852
  nChanged 431
		SP:Iteration 12Q (1691.720000 sec): 3 clusters
  Score: Raw -1104334.981348 + Penalty 2976.039649 = -1101358.941698
  nChanged 352
		SP:Iteration 13Q (1691.750000 sec): 3 clusters
  Score: Raw -1104543.084128 + Penalty 2976.039649 = -1101567.044478
  nChanged 280
		SP:Iteration 14Q (1691.770000 sec): 3 clusters
  Score: Raw -1104698.918815 + Penalty 2976.039649 = -1101722.879166
  nChanged 245
		SP:Iteration 15Q (1691.790000 sec): 3 clusters
  Score: Raw -1104823.280232 + Penalty 2976.039649 = -1101847.240583
  nChanged 215
		SP:Iteration 16Q (1691.820000 sec): 3 clusters
  Score: Raw -1104919.823503 + Penalty 2976.039649 = -1101943.783854
  nChanged 217
		SP:Iteration 17Q (1691.840000 sec): 3 clusters
  Score: Raw -1105007.352638 + Penalty 2976.039649 = -1102031.312989
  nChanged 198
		SP:Iteration 18Q (1691.860000 sec): 3 clusters
  Score: Raw -1105087.925418 + Penalty 2976.039649 = -1102111.885768
  nChanged 193
		SP:Iteration 19Q (1691.890000 sec): 3 clusters
  Score: Raw -1105170.769840 + Penalty 2976.039649 = -1102194.730191
  nChanged 191
		SP:Iteration 20F (1691.910000 sec): 3 clusters
  Score: Raw -1105264.959812 + Penalty 2976.039649 = -1102288.920162
  nChanged 200
		SP:Iteration 21Q (1691.930000 sec): 3 clusters
  Score: Raw -1105371.283729 + Penalty 2976.039649 = -1102395.244079
  nChanged 216
		SP:Iteration 22Q (1691.960000 sec): 3 clusters
  Score: Raw -1105499.808829 + Penalty 2976.039649 = -1102523.769179
  nChanged 229
		SP:Iteration 23Q (1691.980000 sec): 3 clusters
  Score: Raw -1105640.454337 + Penalty 2976.039649 = -1102664.414688
  nChanged 227
		SP:Iteration 24Q (1692.010000 sec): 3 clusters
  Score: Raw -1105774.894142 + Penalty 2976.039649 = -1102798.854493
  nChanged 199
		SP:Iteration 25Q (1692.030000 sec): 3 clusters
  Score: Raw -1105879.552816 + Penalty 2976.039649 = -1102903.513167
  nChanged 168
		SP:Iteration 26Q (1692.050000 sec): 3 clusters
  Score: Raw -1105964.432343 + Penalty 2976.039649 = -1102988.392694
  nChanged 131
		SP:Iteration 27Q (1692.080000 sec): 3 clusters
  Score: Raw -1106017.785514 + Penalty 2976.039649 = -1103041.745865
  nChanged 103
		SP:Iteration 28Q (1692.100000 sec): 3 clusters
  Score: Raw -1106056.304782 + Penalty 2976.039649 = -1103080.265133
  nChanged 85
		SP:Iteration 29Q (1692.130000 sec): 3 clusters
  Score: Raw -1106083.814130 + Penalty 2976.039649 = -1103107.774481
  nChanged 68
		SP:Iteration 30Q (1692.150000 sec): 3 clusters
  Score: Raw -1106103.867677 + Penalty 2976.039649 = -1103127.828027
  nChanged 44
		SP:Iteration 31Q (1692.170000 sec): 3 clusters
  Score: Raw -1106113.428723 + Penalty 2976.039649 = -1103137.389074
  nChanged 27
		SP:Iteration 32Q (1692.190000 sec): 3 clusters
  Score: Raw -1106120.103176 + Penalty 2976.039649 = -1103144.063526
  nChanged 15
		SP:Iteration 33Q (1692.220000 sec): 3 clusters
  Score: Raw -1106123.005936 + Penalty 2976.039649 = -1103146.966287
  nChanged 8
		SP:Iteration 34Q (1692.240000 sec): 3 clusters
  Score: Raw -1106124.159800 + Penalty 2976.039649 = -1103148.120151
  nChanged 7
		SP:Iteration 35Q (1692.270000 sec): 3 clusters
  Score: Raw -1106125.369197 + Penalty 2976.039649 = -1103149.329548
  nChanged 7
		SP:Iteration 36Q (1692.290000 sec): 3 clusters
  Score: Raw -1106126.556524 + Penalty 2976.039649 = -1103150.516875
  nChanged 5
		SP:Iteration 37Q (1692.310000 sec): 3 clusters
  Score: Raw -1106127.031516 + Penalty 2976.039649 = -1103150.991867
  nChanged 2
		SP:Iteration 38Q (1692.340000 sec): 3 clusters
  Score: Raw -1106127.782934 + Penalty 2976.039649 = -1103151.743284
  nChanged 3
		SP:Iteration 39Q (1692.360000 sec): 3 clusters
  Score: Raw -1106128.174636 + Penalty 2976.039649 = -1103152.134986
  nChanged 4
		SP:Iteration 40F (1692.390000 sec): 3 clusters
  Score: Raw -1106128.778048 + Penalty 2976.039649 = -1103152.738399
  nChanged 2
		SP:Iteration 41Q (1692.410000 sec): 3 clusters
  Score: Raw -1106129.081138 + Penalty 2976.039649 = -1103153.041489
  nChanged 2
		SP:Iteration 42Q (1692.430000 sec): 3 clusters
  Score: Raw -1106129.336024 + Penalty 2976.039649 = -1103153.296374
  nChanged 1
		SP:Iteration 43Q (1692.460000 sec): 3 clusters
  Score: Raw -1106129.408563 + Penalty 2976.039649 = -1103153.368914
  nChanged 1
		SP:Iteration 44Q (1692.480000 sec): 3 clusters
  Score: Raw -1106129.552181 + Penalty 2976.039649 = -1103153.512532
  nChanged 1
		SP:Iteration 45Q (1692.510000 sec): 3 clusters
  Score: Raw -1106129.742722 + Penalty 2976.039649 = -1103153.703073
  nChanged 2
		SP:Iteration 46Q (1692.530000 sec): 3 clusters
  Score: Raw -1106130.105873 + Penalty 2976.039649 = -1103154.066224
  nChanged 1
		SP:Iteration 47Q (1692.550000 sec): 3 clusters
  Score: Raw -1106130.288375 + Penalty 2976.039649 = -1103154.248726
  nChanged 0
		SP:Iteration 48F (1692.580000 sec): 3 clusters
  Score: Raw -1106130.288375 + Penalty 2976.039649 = -1103154.248726
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (10358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1692.610000 sec): 2 clusters
  Score: Raw -1200257.973809 + Penalty 1502.396098 = -1198755.577712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1692.630000 sec): 3 clusters
  Score: Raw -1194384.194191 + Penalty 3004.792195 = -1191379.401996
  nChanged 4460
		SP:Iteration 1F (1692.660000 sec): 3 clusters
  Score: Raw -1196777.020293 + Penalty 3004.792195 = -1193772.228098
  nChanged 606
		SP:Iteration 2F (1692.690000 sec): 3 clusters
  Score: Raw -1197014.910585 + Penalty 3004.792195 = -1194010.118390
  nChanged 486
		SP:Iteration 3Q (1692.710000 sec): 3 clusters
  Score: Raw -1197218.193568 + Penalty 3004.792195 = -1194213.401373
  nChanged 490
		SP:Iteration 4Q (1692.740000 sec): 3 clusters
  Score: Raw -1197459.987999 + Penalty 3004.792195 = -1194455.195803
  nChanged 554
		SP:Iteration 5F (1692.770000 sec): 3 clusters
  Score: Raw -1197792.358360 + Penalty 3004.792195 = -1194787.566165
  nChanged 624
		SP:Iteration 6F (1692.800000 sec): 3 clusters
  Score: Raw -1198248.348891 + Penalty 3004.792195 = -1195243.556696
  nChanged 697
		SP:Iteration 7F (1692.820000 sec): 3 clusters
  Score: Raw -1198782.682019 + Penalty 3004.792195 = -1195777.889824
  nChanged 703
		SP:Iteration 8F (1692.850000 sec): 3 clusters
  Score: Raw -1199352.212847 + Penalty 3004.792195 = -1196347.420652
  nChanged 574
		SP:Iteration 9F (1692.880000 sec): 3 clusters
  Score: Raw -1199775.361405 + Penalty 3004.792195 = -1196770.569210
  nChanged 424
		SP:Iteration 10Q (1692.900000 sec): 3 clusters
  Score: Raw -1200055.944800 + Penalty 3004.792195 = -1197051.152604
  nChanged 301
		SP:Iteration 11Q (1692.930000 sec): 3 clusters
  Score: Raw -1200232.919632 + Penalty 3004.792195 = -1197228.127437
  nChanged 209
		SP:Iteration 12Q (1692.950000 sec): 3 clusters
  Score: Raw -1200367.714743 + Penalty 3004.792195 = -1197362.922548
  nChanged 197
		SP:Iteration 13Q (1692.980000 sec): 3 clusters
  Score: Raw -1200498.647975 + Penalty 3004.792195 = -1197493.855779
  nChanged 170
		SP:Iteration 14Q (1693.010000 sec): 3 clusters
  Score: Raw -1200609.096036 + Penalty 3004.792195 = -1197604.303840
  nChanged 146
		SP:Iteration 15Q (1693.030000 sec): 3 clusters
  Score: Raw -1200695.265200 + Penalty 3004.792195 = -1197690.473004
  nChanged 103
		SP:Iteration 16Q (1693.050000 sec): 3 clusters
  Score: Raw -1200764.334632 + Penalty 3004.792195 = -1197759.542437
  nChanged 116
		SP:Iteration 17Q (1693.080000 sec): 3 clusters
  Score: Raw -1200831.680444 + Penalty 3004.792195 = -1197826.888248
  nChanged 115
		SP:Iteration 18Q (1693.100000 sec): 3 clusters
  Score: Raw -1200889.338650 + Penalty 3004.792195 = -1197884.546454
  nChanged 88
		SP:Iteration 19Q (1693.130000 sec): 3 clusters
  Score: Raw -1200924.154748 + Penalty 3004.792195 = -1197919.362553
  nChanged 65
		SP:Iteration 20F (1693.150000 sec): 3 clusters
  Score: Raw -1200949.065910 + Penalty 3004.792195 = -1197944.273715
  nChanged 58
		SP:Iteration 21Q (1693.170000 sec): 3 clusters
  Score: Raw -1200973.172156 + Penalty 3004.792195 = -1197968.379961
  nChanged 63
		SP:Iteration 22Q (1693.200000 sec): 3 clusters
  Score: Raw -1201002.246928 + Penalty 3004.792195 = -1197997.454733
  nChanged 60
		SP:Iteration 23Q (1693.220000 sec): 3 clusters
  Score: Raw -1201028.305502 + Penalty 3004.792195 = -1198023.513307
  nChanged 58
		SP:Iteration 24Q (1693.240000 sec): 3 clusters
  Score: Raw -1201053.680758 + Penalty 3004.792195 = -1198048.888563
  nChanged 59
		SP:Iteration 25Q (1693.270000 sec): 3 clusters
  Score: Raw -1201072.747556 + Penalty 3004.792195 = -1198067.955361
  nChanged 49
		SP:Iteration 26Q (1693.290000 sec): 3 clusters
  Score: Raw -1201085.858047 + Penalty 3004.792195 = -1198081.065852
  nChanged 39
		SP:Iteration 27Q (1693.310000 sec): 3 clusters
  Score: Raw -1201094.475921 + Penalty 3004.792195 = -1198089.683726
  nChanged 25
		SP:Iteration 28Q (1693.330000 sec): 3 clusters
  Score: Raw -1201100.455238 + Penalty 3004.792195 = -1198095.663043
  nChanged 26
		SP:Iteration 29Q (1693.350000 sec): 3 clusters
  Score: Raw -1201105.288026 + Penalty 3004.792195 = -1198100.495831
  nChanged 16
		SP:Iteration 30Q (1693.370000 sec): 3 clusters
  Score: Raw -1201107.547499 + Penalty 3004.792195 = -1198102.755304
  nChanged 9
		SP:Iteration 31Q (1693.400000 sec): 3 clusters
  Score: Raw -1201109.347927 + Penalty 3004.792195 = -1198104.555732
  nChanged 12
		SP:Iteration 32Q (1693.420000 sec): 3 clusters
  Score: Raw -1201112.229977 + Penalty 3004.792195 = -1198107.437782
  nChanged 11
		SP:Iteration 33Q (1693.440000 sec): 3 clusters
  Score: Raw -1201115.857278 + Penalty 3004.792195 = -1198111.065083
  nChanged 18
		SP:Iteration 34Q (1693.460000 sec): 3 clusters
  Score: Raw -1201119.755744 + Penalty 3004.792195 = -1198114.963548
  nChanged 18
		SP:Iteration 35Q (1693.480000 sec): 3 clusters
  Score: Raw -1201123.774668 + Penalty 3004.792195 = -1198118.982472
  nChanged 18
		SP:Iteration 36Q (1693.510000 sec): 3 clusters
  Score: Raw -1201128.171401 + Penalty 3004.792195 = -1198123.379205
  nChanged 16
		SP:Iteration 37Q (1693.530000 sec): 3 clusters
  Score: Raw -1201130.801600 + Penalty 3004.792195 = -1198126.009405
  nChanged 17
		SP:Iteration 38Q (1693.550000 sec): 3 clusters
  Score: Raw -1201134.389339 + Penalty 3004.792195 = -1198129.597144
  nChanged 17
		SP:Iteration 39Q (1693.570000 sec): 3 clusters
  Score: Raw -1201138.244117 + Penalty 3004.792195 = -1198133.451922
  nChanged 14
		SP:Iteration 40F (1693.600000 sec): 3 clusters
  Score: Raw -1201140.820476 + Penalty 3004.792195 = -1198136.028281
  nChanged 13
		SP:Iteration 41Q (1693.620000 sec): 3 clusters
  Score: Raw -1201143.191728 + Penalty 3004.792195 = -1198138.399532
  nChanged 5
		SP:Iteration 42Q (1693.640000 sec): 3 clusters
  Score: Raw -1201143.862260 + Penalty 3004.792195 = -1198139.070065
  nChanged 4
		SP:Iteration 43Q (1693.660000 sec): 3 clusters
  Score: Raw -1201144.195361 + Penalty 3004.792195 = -1198139.403165
  nChanged 1
		SP:Iteration 44Q (1693.690000 sec): 3 clusters
  Score: Raw -1201144.265443 + Penalty 3004.792195 = -1198139.473248
  nChanged 1
		SP:Iteration 45Q (1693.710000 sec): 3 clusters
  Score: Raw -1201144.361323 + Penalty 3004.792195 = -1198139.569128
  nChanged 3
		SP:Iteration 46Q (1693.730000 sec): 3 clusters
  Score: Raw -1201144.766021 + Penalty 3004.792195 = -1198139.973826
  nChanged 5
		SP:Iteration 47Q (1693.750000 sec): 3 clusters
  Score: Raw -1201145.689769 + Penalty 3004.792195 = -1198140.897574
  nChanged 9
		SP:Iteration 48Q (1693.770000 sec): 3 clusters
  Score: Raw -1201147.776994 + Penalty 3004.792195 = -1198142.984799
  nChanged 12
		SP:Iteration 49Q (1693.790000 sec): 3 clusters
  Score: Raw -1201149.908596 + Penalty 3004.792195 = -1198145.116400
  nChanged 6
		SP:Iteration 50Q (1693.810000 sec): 3 clusters
  Score: Raw -1201150.618648 + Penalty 3004.792195 = -1198145.826453
  nChanged 5
		SP:Iteration 51Q (1693.840000 sec): 3 clusters
  Score: Raw -1201151.255951 + Penalty 3004.792195 = -1198146.463756
  nChanged 2
		SP:Iteration 52Q (1693.860000 sec): 3 clusters
  Score: Raw -1201151.587560 + Penalty 3004.792195 = -1198146.795364
  nChanged 3
		SP:Iteration 53Q (1693.880000 sec): 3 clusters
  Score: Raw -1201152.114306 + Penalty 3004.792195 = -1198147.322110
  nChanged 1
		SP:Iteration 54Q (1693.900000 sec): 3 clusters
  Score: Raw -1201152.162707 + Penalty 3004.792195 = -1198147.370511
  nChanged 1
		SP:Iteration 55Q (1693.930000 sec): 3 clusters
  Score: Raw -1201152.222757 + Penalty 3004.792195 = -1198147.430562
  nChanged 0
		SP:Iteration 56F (1693.950000 sec): 3 clusters
  Score: Raw -1201152.222757 + Penalty 3004.792195 = -1198147.430562
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (38940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1694.070000 sec): 2 clusters
  Score: Raw -4460932.783173 + Penalty 1717.588808 = -4459215.194365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1694.170000 sec): 3 clusters
  Score: Raw -4436342.102564 + Penalty 3435.177616 = -4432906.924948
  nChanged 18084
		SP:Iteration 1F (1694.280000 sec): 3 clusters
  Score: Raw -4447086.400283 + Penalty 3435.177616 = -4443651.222668
  nChanged 2096
		SP:Iteration 2F (1694.380000 sec): 3 clusters
  Score: Raw -4448127.177171 + Penalty 3435.177616 = -4444691.999555
  nChanged 2181
		SP:Iteration 3F (1694.490000 sec): 3 clusters
  Score: Raw -4449485.524462 + Penalty 3435.177616 = -4446050.346847
  nChanged 2345
		SP:Iteration 4F (1694.590000 sec): 3 clusters
  Score: Raw -4451241.801843 + Penalty 3435.177616 = -4447806.624227
  nChanged 2663
		SP:Iteration 5F (1694.690000 sec): 3 clusters
  Score: Raw -4453340.759999 + Penalty 3435.177616 = -4449905.582383
  nChanged 2725
		SP:Iteration 6F (1694.800000 sec): 3 clusters
  Score: Raw -4455520.195653 + Penalty 3435.177616 = -4452085.018038
  nChanged 2595
		SP:Iteration 7F (1694.900000 sec): 3 clusters
  Score: Raw -4457490.475709 + Penalty 3435.177616 = -4454055.298094
  nChanged 2177
		SP:Iteration 8F (1695.010000 sec): 3 clusters
  Score: Raw -4458847.379925 + Penalty 3435.177616 = -4455412.202309
  nChanged 1670
		SP:Iteration 9Q (1695.110000 sec): 3 clusters
  Score: Raw -4459688.148560 + Penalty 3435.177616 = -4456252.970944
  nChanged 1236
		SP:Iteration 10Q (1695.210000 sec): 3 clusters
  Score: Raw -4460224.903856 + Penalty 3435.177616 = -4456789.726240
  nChanged 981
		SP:Iteration 11Q (1695.310000 sec): 3 clusters
  Score: Raw -4460602.994023 + Penalty 3435.177616 = -4457167.816407
  nChanged 807
		SP:Iteration 12Q (1695.400000 sec): 3 clusters
  Score: Raw -4460904.400651 + Penalty 3435.177616 = -4457469.223035
  nChanged 699
		SP:Iteration 13Q (1695.500000 sec): 3 clusters
  Score: Raw -4461114.961938 + Penalty 3435.177616 = -4457679.784322
  nChanged 560
		SP:Iteration 14Q (1695.600000 sec): 3 clusters
  Score: Raw -4461283.803936 + Penalty 3435.177616 = -4457848.626320
  nChanged 514
		SP:Iteration 15Q (1695.700000 sec): 3 clusters
  Score: Raw -4461410.941651 + Penalty 3435.177616 = -4457975.764035
  nChanged 420
		SP:Iteration 16Q (1695.800000 sec): 3 clusters
  Score: Raw -4461509.077694 + Penalty 3435.177616 = -4458073.900078
  nChanged 372
		SP:Iteration 17Q (1695.900000 sec): 3 clusters
  Score: Raw -4461586.083906 + Penalty 3435.177616 = -4458150.906291
  nChanged 309
		SP:Iteration 18Q (1696.000000 sec): 3 clusters
  Score: Raw -4461646.230443 + Penalty 3435.177616 = -4458211.052827
  nChanged 262
		SP:Iteration 19Q (1696.100000 sec): 3 clusters
  Score: Raw -4461691.878361 + Penalty 3435.177616 = -4458256.700746
  nChanged 221
		SP:Iteration 20F (1696.200000 sec): 3 clusters
  Score: Raw -4461722.081326 + Penalty 3435.177616 = -4458286.903710
  nChanged 164
		SP:Iteration 21Q (1696.300000 sec): 3 clusters
  Score: Raw -4461741.491871 + Penalty 3435.177616 = -4458306.314256
  nChanged 143
		SP:Iteration 22Q (1696.400000 sec): 3 clusters
  Score: Raw -4461758.047551 + Penalty 3435.177616 = -4458322.869935
  nChanged 146
		SP:Iteration 23Q (1696.490000 sec): 3 clusters
  Score: Raw -4461775.910050 + Penalty 3435.177616 = -4458340.732434
  nChanged 149
		SP:Iteration 24Q (1696.590000 sec): 3 clusters
  Score: Raw -4461790.595021 + Penalty 3435.177616 = -4458355.417405
  nChanged 119
		SP:Iteration 25Q (1696.690000 sec): 3 clusters
  Score: Raw -4461801.506795 + Penalty 3435.177616 = -4458366.329179
  nChanged 114
		SP:Iteration 26Q (1696.790000 sec): 3 clusters
  Score: Raw -4461812.744572 + Penalty 3435.177616 = -4458377.566957
  nChanged 106
		SP:Iteration 27Q (1696.890000 sec): 3 clusters
  Score: Raw -4461820.934507 + Penalty 3435.177616 = -4458385.756892
  nChanged 97
		SP:Iteration 28Q (1696.990000 sec): 3 clusters
  Score: Raw -4461828.707631 + Penalty 3435.177616 = -4458393.530015
  nChanged 94
		SP:Iteration 29Q (1697.090000 sec): 3 clusters
  Score: Raw -4461835.492844 + Penalty 3435.177616 = -4458400.315229
  nChanged 87
		SP:Iteration 30Q (1697.190000 sec): 3 clusters
  Score: Raw -4461841.796888 + Penalty 3435.177616 = -4458406.619273
  nChanged 91
		SP:Iteration 31Q (1697.280000 sec): 3 clusters
  Score: Raw -4461848.526642 + Penalty 3435.177616 = -4458413.349026
  nChanged 80
		SP:Iteration 32Q (1697.380000 sec): 3 clusters
  Score: Raw -4461854.185707 + Penalty 3435.177616 = -4458419.008091
  nChanged 72
		SP:Iteration 33Q (1697.480000 sec): 3 clusters
  Score: Raw -4461858.920326 + Penalty 3435.177616 = -4458423.742710
  nChanged 71
		SP:Iteration 34Q (1697.570000 sec): 3 clusters
  Score: Raw -4461863.875176 + Penalty 3435.177616 = -4458428.697560
  nChanged 70
		SP:Iteration 35Q (1697.670000 sec): 3 clusters
  Score: Raw -4461868.576860 + Penalty 3435.177616 = -4458433.399244
  nChanged 64
		SP:Iteration 36Q (1697.770000 sec): 3 clusters
  Score: Raw -4461872.149540 + Penalty 3435.177616 = -4458436.971924
  nChanged 45
		SP:Iteration 37Q (1697.870000 sec): 3 clusters
  Score: Raw -4461874.646090 + Penalty 3435.177616 = -4458439.468475
  nChanged 52
		SP:Iteration 38Q (1697.970000 sec): 3 clusters
  Score: Raw -4461877.989971 + Penalty 3435.177616 = -4458442.812356
  nChanged 57
		SP:Iteration 39Q (1698.060000 sec): 3 clusters
  Score: Raw -4461881.886686 + Penalty 3435.177616 = -4458446.709070
  nChanged 66
		SP:Iteration 40F (1698.170000 sec): 3 clusters
  Score: Raw -4461886.473508 + Penalty 3435.177616 = -4458451.295892
  nChanged 64
		SP:Iteration 41Q (1698.260000 sec): 3 clusters
  Score: Raw -4461890.663824 + Penalty 3435.177616 = -4458455.486208
  nChanged 63
		SP:Iteration 42Q (1698.360000 sec): 3 clusters
  Score: Raw -4461894.630243 + Penalty 3435.177616 = -4458459.452628
  nChanged 56
		SP:Iteration 43Q (1698.460000 sec): 3 clusters
  Score: Raw -4461898.138180 + Penalty 3435.177616 = -4458462.960565
  nChanged 46
		SP:Iteration 44Q (1698.560000 sec): 3 clusters
  Score: Raw -4461900.543087 + Penalty 3435.177616 = -4458465.365471
  nChanged 48
		SP:Iteration 45Q (1698.650000 sec): 3 clusters
  Score: Raw -4461903.150060 + Penalty 3435.177616 = -4458467.972444
  nChanged 52
		SP:Iteration 46Q (1698.750000 sec): 3 clusters
  Score: Raw -4461906.054758 + Penalty 3435.177616 = -4458470.877142
  nChanged 45
		SP:Iteration 47Q (1698.850000 sec): 3 clusters
  Score: Raw -4461908.248822 + Penalty 3435.177616 = -4458473.071206
  nChanged 35
		SP:Iteration 48Q (1698.950000 sec): 3 clusters
  Score: Raw -4461910.335153 + Penalty 3435.177616 = -4458475.157538
  nChanged 53
		SP:Iteration 49Q (1699.050000 sec): 3 clusters
  Score: Raw -4461913.262708 + Penalty 3435.177616 = -4458478.085093
  nChanged 51
		SP:Iteration 50Q (1699.150000 sec): 3 clusters
  Score: Raw -4461916.694862 + Penalty 3435.177616 = -4458481.517246
  nChanged 44
		SP:Iteration 51Q (1699.250000 sec): 3 clusters
  Score: Raw -4461919.629240 + Penalty 3435.177616 = -4458484.451625
  nChanged 46
		SP:Iteration 52Q (1699.340000 sec): 3 clusters
  Score: Raw -4461922.584475 + Penalty 3435.177616 = -4458487.406859
  nChanged 48
		SP:Iteration 53Q (1699.440000 sec): 3 clusters
  Score: Raw -4461925.787283 + Penalty 3435.177616 = -4458490.609667
  nChanged 50
		SP:Iteration 54Q (1699.540000 sec): 3 clusters
  Score: Raw -4461929.136897 + Penalty 3435.177616 = -4458493.959281
  nChanged 53
		SP:Iteration 55Q (1699.640000 sec): 3 clusters
  Score: Raw -4461932.444234 + Penalty 3435.177616 = -4458497.266618
  nChanged 49
		SP:Iteration 56Q (1699.730000 sec): 3 clusters
  Score: Raw -4461935.511678 + Penalty 3435.177616 = -4458500.334062
  nChanged 56
		SP:Iteration 57Q (1699.830000 sec): 3 clusters
  Score: Raw -4461939.025991 + Penalty 3435.177616 = -4458503.848376
  nChanged 60
		SP:Iteration 58Q (1699.930000 sec): 3 clusters
  Score: Raw -4461942.786431 + Penalty 3435.177616 = -4458507.608815
  nChanged 54
		SP:Iteration 59Q (1700.030000 sec): 3 clusters
  Score: Raw -4461946.324676 + Penalty 3435.177616 = -4458511.147060
  nChanged 66
		SP:Iteration 60F (1700.130000 sec): 3 clusters
  Score: Raw -4461950.750726 + Penalty 3435.177616 = -4458515.573110
  nChanged 69
		SP:Iteration 61Q (1700.230000 sec): 3 clusters
  Score: Raw -4461955.016302 + Penalty 3435.177616 = -4458519.838686
  nChanged 63
		SP:Iteration 62Q (1700.320000 sec): 3 clusters
  Score: Raw -4461958.876266 + Penalty 3435.177616 = -4458523.698650
  nChanged 59
		SP:Iteration 63Q (1700.420000 sec): 3 clusters
  Score: Raw -4461962.669437 + Penalty 3435.177616 = -4458527.491821
  nChanged 63
		SP:Iteration 64Q (1700.520000 sec): 3 clusters
  Score: Raw -4461968.378986 + Penalty 3435.177616 = -4458533.201371
  nChanged 68
		SP:Iteration 65Q (1700.620000 sec): 3 clusters
  Score: Raw -4461974.296898 + Penalty 3435.177616 = -4458539.119283
  nChanged 80
		SP:Iteration 66Q (1700.710000 sec): 3 clusters
  Score: Raw -4461980.512701 + Penalty 3435.177616 = -4458545.335085
  nChanged 84
		SP:Iteration 67Q (1700.810000 sec): 3 clusters
  Score: Raw -4461988.600486 + Penalty 3435.177616 = -4458553.422870
  nChanged 100
		SP:Iteration 68Q (1700.910000 sec): 3 clusters
  Score: Raw -4461998.771879 + Penalty 3435.177616 = -4458563.594263
  nChanged 97
		SP:Iteration 69Q (1701.010000 sec): 3 clusters
  Score: Raw -4462008.327309 + Penalty 3435.177616 = -4458573.149693
  nChanged 100
		SP:Iteration 70Q (1701.110000 sec): 3 clusters
  Score: Raw -4462019.532447 + Penalty 3435.177616 = -4458584.354832
  nChanged 110
		SP:Iteration 71Q (1701.200000 sec): 3 clusters
  Score: Raw -4462032.604391 + Penalty 3435.177616 = -4458597.426775
  nChanged 132
		SP:Iteration 72Q (1701.300000 sec): 3 clusters
  Score: Raw -4462048.198736 + Penalty 3435.177616 = -4458613.021121
  nChanged 124
		SP:Iteration 73Q (1701.390000 sec): 3 clusters
  Score: Raw -4462064.420779 + Penalty 3435.177616 = -4458629.243164
  nChanged 132
		SP:Iteration 74Q (1701.490000 sec): 3 clusters
  Score: Raw -4462081.653165 + Penalty 3435.177616 = -4458646.475549
  nChanged 138
		SP:Iteration 75Q (1701.590000 sec): 3 clusters
  Score: Raw -4462100.469071 + Penalty 3435.177616 = -4458665.291456
  nChanged 144
		SP:Iteration 76Q (1701.680000 sec): 3 clusters
  Score: Raw -4462119.616337 + Penalty 3435.177616 = -4458684.438721
  nChanged 143
		SP:Iteration 77Q (1701.780000 sec): 3 clusters
  Score: Raw -4462138.819853 + Penalty 3435.177616 = -4458703.642238
  nChanged 146
		SP:Iteration 78Q (1701.880000 sec): 3 clusters
  Score: Raw -4462162.466716 + Penalty 3435.177616 = -4458727.289100
  nChanged 167
		SP:Iteration 79Q (1701.970000 sec): 3 clusters
  Score: Raw -4462187.314072 + Penalty 3435.177616 = -4458752.136456
  nChanged 154
		SP:Iteration 80F (1702.080000 sec): 3 clusters
  Score: Raw -4462209.120038 + Penalty 3435.177616 = -4458773.942422
  nChanged 159
		SP:Iteration 81Q (1702.170000 sec): 3 clusters
  Score: Raw -4462232.911548 + Penalty 3435.177616 = -4458797.733933
  nChanged 175
		SP:Iteration 82Q (1702.270000 sec): 3 clusters
  Score: Raw -4462261.452218 + Penalty 3435.177616 = -4458826.274603
  nChanged 190
		SP:Iteration 83Q (1702.370000 sec): 3 clusters
  Score: Raw -4462293.539765 + Penalty 3435.177616 = -4458858.362149
  nChanged 184
		SP:Iteration 84Q (1702.470000 sec): 3 clusters
  Score: Raw -4462328.812694 + Penalty 3435.177616 = -4458893.635078
  nChanged 214
		SP:Iteration 85Q (1702.560000 sec): 3 clusters
  Score: Raw -4462374.747247 + Penalty 3435.177616 = -4458939.569631
  nChanged 219
		SP:Iteration 86Q (1702.660000 sec): 3 clusters
  Score: Raw -4462419.217453 + Penalty 3435.177616 = -4458984.039837
  nChanged 241
		SP:Iteration 87Q (1702.760000 sec): 3 clusters
  Score: Raw -4462470.187788 + Penalty 3435.177616 = -4459035.010172
  nChanged 230
		SP:Iteration 88Q (1702.850000 sec): 3 clusters
  Score: Raw -4462516.204525 + Penalty 3435.177616 = -4459081.026909
  nChanged 228
		SP:Iteration 89Q (1702.950000 sec): 3 clusters
  Score: Raw -4462560.487774 + Penalty 3435.177616 = -4459125.310158
  nChanged 202
		SP:Iteration 90Q (1703.040000 sec): 3 clusters
  Score: Raw -4462597.349018 + Penalty 3435.177616 = -4459162.171403
  nChanged 205
		SP:Iteration 91Q (1703.140000 sec): 3 clusters
  Score: Raw -4462631.282759 + Penalty 3435.177616 = -4459196.105143
  nChanged 178
		SP:Iteration 92Q (1703.230000 sec): 3 clusters
  Score: Raw -4462658.552385 + Penalty 3435.177616 = -4459223.374770
  nChanged 164
		SP:Iteration 93Q (1703.320000 sec): 3 clusters
  Score: Raw -4462684.805811 + Penalty 3435.177616 = -4459249.628196
  nChanged 176
		SP:Iteration 94Q (1703.420000 sec): 3 clusters
  Score: Raw -4462712.908185 + Penalty 3435.177616 = -4459277.730569
  nChanged 168
		SP:Iteration 95Q (1703.510000 sec): 3 clusters
  Score: Raw -4462737.385706 + Penalty 3435.177616 = -4459302.208090
  nChanged 135
		SP:Iteration 96Q (1703.600000 sec): 3 clusters
  Score: Raw -4462756.487217 + Penalty 3435.177616 = -4459321.309601
  nChanged 123
		SP:Iteration 97Q (1703.680000 sec): 3 clusters
  Score: Raw -4462774.421535 + Penalty 3435.177616 = -4459339.243919
  nChanged 121
		SP:Iteration 98Q (1703.770000 sec): 3 clusters
  Score: Raw -4462791.154726 + Penalty 3435.177616 = -4459355.977110
  nChanged 125
		SP:Iteration 99Q (1703.860000 sec): 3 clusters
  Score: Raw -4462808.700673 + Penalty 3435.177616 = -4459373.523058
  nChanged 135
		SP:Iteration 100F (1703.960000 sec): 3 clusters
  Score: Raw -4462827.457845 + Penalty 3435.177616 = -4459392.280230
  nChanged 115
		SP:Iteration 101Q (1704.050000 sec): 3 clusters
  Score: Raw -4462841.424842 + Penalty 3435.177616 = -4459406.247226
  nChanged 96
		SP:Iteration 102Q (1704.140000 sec): 3 clusters
  Score: Raw -4462851.008698 + Penalty 3435.177616 = -4459415.831082
  nChanged 77
		SP:Iteration 103Q (1704.230000 sec): 3 clusters
  Score: Raw -4462858.120708 + Penalty 3435.177616 = -4459422.943092
  nChanged 81
		SP:Iteration 104Q (1704.320000 sec): 3 clusters
  Score: Raw -4462865.936044 + Penalty 3435.177616 = -4459430.758428
  nChanged 72
		SP:Iteration 105Q (1704.410000 sec): 3 clusters
  Score: Raw -4462872.421759 + Penalty 3435.177616 = -4459437.244143
  nChanged 60
		SP:Iteration 106Q (1704.500000 sec): 3 clusters
  Score: Raw -4462877.472864 + Penalty 3435.177616 = -4459442.295249
  nChanged 47
		SP:Iteration 107Q (1704.580000 sec): 3 clusters
  Score: Raw -4462880.665011 + Penalty 3435.177616 = -4459445.487396
  nChanged 42
		SP:Iteration 108Q (1704.680000 sec): 3 clusters
  Score: Raw -4462883.348047 + Penalty 3435.177616 = -4459448.170432
  nChanged 48
		SP:Iteration 109Q (1704.760000 sec): 3 clusters
  Score: Raw -4462886.532727 + Penalty 3435.177616 = -4459451.355112
  nChanged 43
		SP:Iteration 110Q (1704.850000 sec): 3 clusters
  Score: Raw -4462889.563984 + Penalty 3435.177616 = -4459454.386369
  nChanged 43
		SP:Iteration 111Q (1704.940000 sec): 3 clusters
  Score: Raw -4462892.768987 + Penalty 3435.177616 = -4459457.591372
  nChanged 42
		SP:Iteration 112Q (1705.030000 sec): 3 clusters
  Score: Raw -4462895.674653 + Penalty 3435.177616 = -4459460.497037
  nChanged 42
		SP:Iteration 113Q (1705.120000 sec): 3 clusters
  Score: Raw -4462898.404450 + Penalty 3435.177616 = -4459463.226834
  nChanged 44
		SP:Iteration 114Q (1705.200000 sec): 3 clusters
  Score: Raw -4462900.849313 + Penalty 3435.177616 = -4459465.671697
  nChanged 40
		SP:Iteration 115Q (1705.300000 sec): 3 clusters
  Score: Raw -4462903.939132 + Penalty 3435.177616 = -4459468.761517
  nChanged 48
		SP:Iteration 116Q (1705.380000 sec): 3 clusters
  Score: Raw -4462908.666813 + Penalty 3435.177616 = -4459473.489197
  nChanged 42
		SP:Iteration 117Q (1705.470000 sec): 3 clusters
  Score: Raw -4462911.806323 + Penalty 3435.177616 = -4459476.628708
  nChanged 34
		SP:Iteration 118Q (1705.560000 sec): 3 clusters
  Score: Raw -4462914.417920 + Penalty 3435.177616 = -4459479.240304
  nChanged 34
		SP:Iteration 119Q (1705.640000 sec): 3 clusters
  Score: Raw -4462916.677415 + Penalty 3435.177616 = -4459481.499800
  nChanged 32
		SP:Iteration 120F (1705.740000 sec): 3 clusters
  Score: Raw -4462918.807612 + Penalty 3435.177616 = -4459483.629997
  nChanged 28
		SP:Iteration 121Q (1705.830000 sec): 3 clusters
  Score: Raw -4462920.697542 + Penalty 3435.177616 = -4459485.519926
  nChanged 24
		SP:Iteration 122Q (1705.920000 sec): 3 clusters
  Score: Raw -4462922.083364 + Penalty 3435.177616 = -4459486.905748
  nChanged 18
		SP:Iteration 123Q (1706.000000 sec): 3 clusters
  Score: Raw -4462923.424008 + Penalty 3435.177616 = -4459488.246393
  nChanged 27
		SP:Iteration 124Q (1706.090000 sec): 3 clusters
  Score: Raw -4462924.833221 + Penalty 3435.177616 = -4459489.655605
  nChanged 24
		SP:Iteration 125Q (1706.180000 sec): 3 clusters
  Score: Raw -4462926.130517 + Penalty 3435.177616 = -4459490.952901
  nChanged 27
		SP:Iteration 126Q (1706.280000 sec): 3 clusters
  Score: Raw -4462927.621310 + Penalty 3435.177616 = -4459492.443694
  nChanged 20
		SP:Iteration 127Q (1706.360000 sec): 3 clusters
  Score: Raw -4462928.824240 + Penalty 3435.177616 = -4459493.646624
  nChanged 28
		SP:Iteration 128Q (1706.460000 sec): 3 clusters
  Score: Raw -4462930.488952 + Penalty 3435.177616 = -4459495.311336
  nChanged 26
		SP:Iteration 129Q (1706.550000 sec): 3 clusters
  Score: Raw -4462932.319355 + Penalty 3435.177616 = -4459497.141739
  nChanged 19
		SP:Iteration 130Q (1706.640000 sec): 3 clusters
  Score: Raw -4462933.675117 + Penalty 3435.177616 = -4459498.497501
  nChanged 18
		SP:Iteration 131Q (1706.730000 sec): 3 clusters
  Score: Raw -4462934.730709 + Penalty 3435.177616 = -4459499.553093
  nChanged 19
		SP:Iteration 132Q (1706.820000 sec): 3 clusters
  Score: Raw -4462935.860754 + Penalty 3435.177616 = -4459500.683139
  nChanged 20
		SP:Iteration 133Q (1706.910000 sec): 3 clusters
  Score: Raw -4462937.033852 + Penalty 3435.177616 = -4459501.856237
  nChanged 22
		SP:Iteration 134Q (1707.000000 sec): 3 clusters
  Score: Raw -4462938.652148 + Penalty 3435.177616 = -4459503.474533
  nChanged 24
		SP:Iteration 135Q (1707.090000 sec): 3 clusters
  Score: Raw -4462940.234489 + Penalty 3435.177616 = -4459505.056873
  nChanged 22
		SP:Iteration 136Q (1707.180000 sec): 3 clusters
  Score: Raw -4462941.504212 + Penalty 3435.177616 = -4459506.326597
  nChanged 18
		SP:Iteration 137Q (1707.270000 sec): 3 clusters
  Score: Raw -4462942.498529 + Penalty 3435.177616 = -4459507.320913
  nChanged 15
		SP:Iteration 138Q (1707.360000 sec): 3 clusters
  Score: Raw -4462943.260658 + Penalty 3435.177616 = -4459508.083042
  nChanged 15
		SP:Iteration 139Q (1707.450000 sec): 3 clusters
  Score: Raw -4462944.121420 + Penalty 3435.177616 = -4459508.943804
  nChanged 16
		SP:Iteration 140F (1707.550000 sec): 3 clusters
  Score: Raw -4462944.871897 + Penalty 3435.177616 = -4459509.694281
  nChanged 18
		SP:Iteration 141Q (1707.640000 sec): 3 clusters
  Score: Raw -4462945.738042 + Penalty 3435.177616 = -4459510.560426
  nChanged 22
		SP:Iteration 142Q (1707.720000 sec): 3 clusters
  Score: Raw -4462947.022791 + Penalty 3435.177616 = -4459511.845176
  nChanged 26
		SP:Iteration 143Q (1707.810000 sec): 3 clusters
  Score: Raw -4462948.754373 + Penalty 3435.177616 = -4459513.576757
  nChanged 31
		SP:Iteration 144Q (1707.900000 sec): 3 clusters
  Score: Raw -4462950.219996 + Penalty 3435.177616 = -4459515.042381
  nChanged 27
		SP:Iteration 145Q (1707.990000 sec): 3 clusters
  Score: Raw -4462951.553677 + Penalty 3435.177616 = -4459516.376061
  nChanged 24
		SP:Iteration 146Q (1708.070000 sec): 3 clusters
  Score: Raw -4462953.065624 + Penalty 3435.177616 = -4459517.888009
  nChanged 23
		SP:Iteration 147Q (1708.160000 sec): 3 clusters
  Score: Raw -4462954.639658 + Penalty 3435.177616 = -4459519.462042
  nChanged 22
		SP:Iteration 148Q (1708.250000 sec): 3 clusters
  Score: Raw -4462956.015075 + Penalty 3435.177616 = -4459520.837460
  nChanged 16
		SP:Iteration 149Q (1708.340000 sec): 3 clusters
  Score: Raw -4462956.903751 + Penalty 3435.177616 = -4459521.726135
  nChanged 9
		SP:Iteration 150Q (1708.430000 sec): 3 clusters
  Score: Raw -4462957.332085 + Penalty 3435.177616 = -4459522.154469
  nChanged 11
		SP:Iteration 151Q (1708.520000 sec): 3 clusters
  Score: Raw -4462957.753644 + Penalty 3435.177616 = -4459522.576029
  nChanged 7
		SP:Iteration 152Q (1708.600000 sec): 3 clusters
  Score: Raw -4462958.008096 + Penalty 3435.177616 = -4459522.830481
  nChanged 8
		SP:Iteration 153Q (1708.690000 sec): 3 clusters
  Score: Raw -4462958.258255 + Penalty 3435.177616 = -4459523.080640
  nChanged 6
		SP:Iteration 154Q (1708.780000 sec): 3 clusters
  Score: Raw -4462958.379423 + Penalty 3435.177616 = -4459523.201807
  nChanged 3
		SP:Iteration 155Q (1708.870000 sec): 3 clusters
  Score: Raw -4462958.454571 + Penalty 3435.177616 = -4459523.276955
  nChanged 3
		SP:Iteration 156Q (1708.960000 sec): 3 clusters
  Score: Raw -4462958.568368 + Penalty 3435.177616 = -4459523.390752
  nChanged 6
		SP:Iteration 157Q (1709.050000 sec): 3 clusters
  Score: Raw -4462958.815611 + Penalty 3435.177616 = -4459523.637996
  nChanged 8
		SP:Iteration 158Q (1709.140000 sec): 3 clusters
  Score: Raw -4462959.188465 + Penalty 3435.177616 = -4459524.010849
  nChanged 9
		SP:Iteration 159Q (1709.220000 sec): 3 clusters
  Score: Raw -4462959.582088 + Penalty 3435.177616 = -4459524.404472
  nChanged 8
		SP:Iteration 160F (1709.320000 sec): 3 clusters
  Score: Raw -4462960.384468 + Penalty 3435.177616 = -4459525.206852
  nChanged 14
		SP:Iteration 161Q (1709.410000 sec): 3 clusters
  Score: Raw -4462961.434343 + Penalty 3435.177616 = -4459526.256727
  nChanged 12
		SP:Iteration 162Q (1709.500000 sec): 3 clusters
  Score: Raw -4462962.149053 + Penalty 3435.177616 = -4459526.971437
  nChanged 8
		SP:Iteration 163Q (1709.590000 sec): 3 clusters
  Score: Raw -4462962.501181 + Penalty 3435.177616 = -4459527.323565
  nChanged 8
		SP:Iteration 164Q (1709.680000 sec): 3 clusters
  Score: Raw -4462962.868929 + Penalty 3435.177616 = -4459527.691313
  nChanged 7
		SP:Iteration 165Q (1709.770000 sec): 3 clusters
  Score: Raw -4462963.236503 + Penalty 3435.177616 = -4459528.058887
  nChanged 7
		SP:Iteration 166Q (1709.860000 sec): 3 clusters
  Score: Raw -4462963.463287 + Penalty 3435.177616 = -4459528.285672
  nChanged 3
		SP:Iteration 167Q (1709.950000 sec): 3 clusters
  Score: Raw -4462963.599179 + Penalty 3435.177616 = -4459528.421563
  nChanged 2
		SP:Iteration 168Q (1710.040000 sec): 3 clusters
  Score: Raw -4462963.672875 + Penalty 3435.177616 = -4459528.495259
  nChanged 1
		SP:Iteration 169Q (1710.130000 sec): 3 clusters
  Score: Raw -4462963.765693 + Penalty 3435.177616 = -4459528.588078
  nChanged 3
		SP:Iteration 170Q (1710.220000 sec): 3 clusters
  Score: Raw -4462963.902420 + Penalty 3435.177616 = -4459528.724804
  nChanged 1
		SP:Iteration 171Q (1710.310000 sec): 3 clusters
  Score: Raw -4462963.994889 + Penalty 3435.177616 = -4459528.817273
  nChanged 4
		SP:Iteration 172Q (1710.400000 sec): 3 clusters
  Score: Raw -4462964.164017 + Penalty 3435.177616 = -4459528.986401
  nChanged 4
		SP:Iteration 173Q (1710.490000 sec): 3 clusters
  Score: Raw -4462964.282364 + Penalty 3435.177616 = -4459529.104748
  nChanged 5
		SP:Iteration 174Q (1710.580000 sec): 3 clusters
  Score: Raw -4462964.521651 + Penalty 3435.177616 = -4459529.344035
  nChanged 3
		SP:Iteration 175Q (1710.670000 sec): 3 clusters
  Score: Raw -4462964.657561 + Penalty 3435.177616 = -4459529.479945
  nChanged 5
		SP:Iteration 176Q (1710.760000 sec): 3 clusters
  Score: Raw -4462965.178001 + Penalty 3435.177616 = -4459530.000386
  nChanged 9
		SP:Iteration 177Q (1710.850000 sec): 3 clusters
  Score: Raw -4462965.929782 + Penalty 3435.177616 = -4459530.752166
  nChanged 12
		SP:Iteration 178Q (1710.950000 sec): 3 clusters
  Score: Raw -4462966.607577 + Penalty 3435.177616 = -4459531.429961
  nChanged 10
		SP:Iteration 179Q (1711.040000 sec): 3 clusters
  Score: Raw -4462967.097675 + Penalty 3435.177616 = -4459531.920060
  nChanged 8
		SP:Iteration 180F (1711.140000 sec): 3 clusters
  Score: Raw -4462967.449608 + Penalty 3435.177616 = -4459532.271992
  nChanged 7
		SP:Iteration 181Q (1711.230000 sec): 3 clusters
  Score: Raw -4462967.662269 + Penalty 3435.177616 = -4459532.484653
  nChanged 8
		SP:Iteration 182Q (1711.320000 sec): 3 clusters
  Score: Raw -4462967.978719 + Penalty 3435.177616 = -4459532.801103
  nChanged 5
		SP:Iteration 183Q (1711.410000 sec): 3 clusters
  Score: Raw -4462968.150139 + Penalty 3435.177616 = -4459532.972524
  nChanged 3
		SP:Iteration 184Q (1711.510000 sec): 3 clusters
  Score: Raw -4462968.323128 + Penalty 3435.177616 = -4459533.145512
  nChanged 4
		SP:Iteration 185Q (1711.600000 sec): 3 clusters
  Score: Raw -4462968.488324 + Penalty 3435.177616 = -4459533.310709
  nChanged 3
		SP:Iteration 186Q (1711.690000 sec): 3 clusters
  Score: Raw -4462968.572520 + Penalty 3435.177616 = -4459533.394905
  nChanged 4
		SP:Iteration 187Q (1711.780000 sec): 3 clusters
  Score: Raw -4462968.694558 + Penalty 3435.177616 = -4459533.516942
  nChanged 4
		SP:Iteration 188Q (1711.860000 sec): 3 clusters
  Score: Raw -4462968.820298 + Penalty 3435.177616 = -4459533.642682
  nChanged 5
		SP:Iteration 189Q (1711.950000 sec): 3 clusters
  Score: Raw -4462968.983823 + Penalty 3435.177616 = -4459533.806207
  nChanged 4
		SP:Iteration 190Q (1712.050000 sec): 3 clusters
  Score: Raw -4462969.163350 + Penalty 3435.177616 = -4459533.985735
  nChanged 6
		SP:Iteration 191Q (1712.130000 sec): 3 clusters
  Score: Raw -4462969.421784 + Penalty 3435.177616 = -4459534.244168
  nChanged 3
		SP:Iteration 192Q (1712.230000 sec): 3 clusters
  Score: Raw -4462969.520597 + Penalty 3435.177616 = -4459534.342982
  nChanged 3
		SP:Iteration 193Q (1712.310000 sec): 3 clusters
  Score: Raw -4462969.625453 + Penalty 3435.177616 = -4459534.447837
  nChanged 4
		SP:Iteration 194Q (1712.410000 sec): 3 clusters
  Score: Raw -4462969.795797 + Penalty 3435.177616 = -4459534.618181
  nChanged 4
		SP:Iteration 195Q (1712.500000 sec): 3 clusters
  Score: Raw -4462969.892910 + Penalty 3435.177616 = -4459534.715294
  nChanged 1
		SP:Iteration 196Q (1712.590000 sec): 3 clusters
  Score: Raw -4462969.908900 + Penalty 3435.177616 = -4459534.731284
  nChanged 0
		SP:Iteration 197F (1712.690000 sec): 3 clusters
  Score: Raw -4462969.908900 + Penalty 3435.177616 = -4459534.731284
  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 12.42 GB.

 Trying to split cluster 31 (3713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1712.730000 sec): 2 clusters
  Score: Raw -419831.561647 + Penalty 1335.684261 = -418495.877385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1712.740000 sec): 3 clusters
  Score: Raw -418079.469460 + Penalty 2671.368523 = -415408.100937
  nChanged 1405
		SP:Iteration 1F (1712.750000 sec): 3 clusters
  Score: Raw -418913.482824 + Penalty 2671.368523 = -416242.114301
  nChanged 303
		SP:Iteration 2F (1712.760000 sec): 3 clusters
  Score: Raw -419131.260955 + Penalty 2671.368523 = -416459.892432
  nChanged 242
		SP:Iteration 3F (1712.770000 sec): 3 clusters
  Score: Raw -419311.211822 + Penalty 2671.368523 = -416639.843300
  nChanged 203
		SP:Iteration 4F (1712.780000 sec): 3 clusters
  Score: Raw -419461.552039 + Penalty 2671.368523 = -416790.183516
  nChanged 173
		SP:Iteration 5Q (1712.790000 sec): 3 clusters
  Score: Raw -419576.325551 + Penalty 2671.368523 = -416904.957029
  nChanged 157
		SP:Iteration 6Q (1712.790000 sec): 3 clusters
  Score: Raw -419682.601386 + Penalty 2671.368523 = -417011.232863
  nChanged 126
		SP:Iteration 7Q (1712.810000 sec): 3 clusters
  Score: Raw -419765.175737 + Penalty 2671.368523 = -417093.807215
  nChanged 120
		SP:Iteration 8Q (1712.810000 sec): 3 clusters
  Score: Raw -419853.180001 + Penalty 2671.368523 = -417181.811478
  nChanged 103
		SP:Iteration 9Q (1712.820000 sec): 3 clusters
  Score: Raw -419926.978145 + Penalty 2671.368523 = -417255.609623
  nChanged 81
		SP:Iteration 10Q (1712.830000 sec): 3 clusters
  Score: Raw -419974.995415 + Penalty 2671.368523 = -417303.626892
  nChanged 56
		SP:Iteration 11Q (1712.840000 sec): 3 clusters
  Score: Raw -420006.365137 + Penalty 2671.368523 = -417334.996614
  nChanged 54
		SP:Iteration 12Q (1712.850000 sec): 3 clusters
  Score: Raw -420037.714921 + Penalty 2671.368523 = -417366.346398
  nChanged 37
		SP:Iteration 13Q (1712.860000 sec): 3 clusters
  Score: Raw -420056.480337 + Penalty 2671.368523 = -417385.111814
  nChanged 36
		SP:Iteration 14Q (1712.870000 sec): 3 clusters
  Score: Raw -420071.469822 + Penalty 2671.368523 = -417400.101300
  nChanged 25
		SP:Iteration 15Q (1712.880000 sec): 3 clusters
  Score: Raw -420080.099246 + Penalty 2671.368523 = -417408.730723
  nChanged 18
		SP:Iteration 16Q (1712.890000 sec): 3 clusters
  Score: Raw -420087.258495 + Penalty 2671.368523 = -417415.889972
  nChanged 15
		SP:Iteration 17Q (1712.900000 sec): 3 clusters
  Score: Raw -420092.163155 + Penalty 2671.368523 = -417420.794632
  nChanged 10
		SP:Iteration 18Q (1712.910000 sec): 3 clusters
  Score: Raw -420095.021237 + Penalty 2671.368523 = -417423.652715
  nChanged 13
		SP:Iteration 19Q (1712.910000 sec): 3 clusters
  Score: Raw -420098.610941 + Penalty 2671.368523 = -417427.242418
  nChanged 6
		SP:Iteration 20F (1712.930000 sec): 3 clusters
  Score: Raw -420100.146216 + Penalty 2671.368523 = -417428.777693
  nChanged 5
		SP:Iteration 21Q (1712.930000 sec): 3 clusters
  Score: Raw -420101.901923 + Penalty 2671.368523 = -417430.533400
  nChanged 3
		SP:Iteration 22Q (1712.940000 sec): 3 clusters
  Score: Raw -420102.798288 + Penalty 2671.368523 = -417431.429766
  nChanged 2
		SP:Iteration 23Q (1712.950000 sec): 3 clusters
  Score: Raw -420104.126863 + Penalty 2671.368523 = -417432.758340
  nChanged 2
		SP:Iteration 24Q (1712.960000 sec): 3 clusters
  Score: Raw -420105.294079 + Penalty 2671.368523 = -417433.925556
  nChanged 1
		SP:Iteration 25Q (1712.970000 sec): 3 clusters
  Score: Raw -420106.004692 + Penalty 2671.368523 = -417434.636169
  nChanged 2
		SP:Iteration 26Q (1712.980000 sec): 3 clusters
  Score: Raw -420106.717110 + Penalty 2671.368523 = -417435.348587
  nChanged 2
		SP:Iteration 27Q (1712.990000 sec): 3 clusters
  Score: Raw -420107.112593 + Penalty 2671.368523 = -417435.744070
  nChanged 3
		SP:Iteration 28Q (1713.000000 sec): 3 clusters
  Score: Raw -420107.950015 + Penalty 2671.368523 = -417436.581492
  nChanged 3
		SP:Iteration 29Q (1713.010000 sec): 3 clusters
  Score: Raw -420108.601407 + Penalty 2671.368523 = -417437.232885
  nChanged 2
		SP:Iteration 30Q (1713.020000 sec): 3 clusters
  Score: Raw -420109.316434 + Penalty 2671.368523 = -417437.947911
  nChanged 3
		SP:Iteration 31Q (1713.030000 sec): 3 clusters
  Score: Raw -420110.654151 + Penalty 2671.368523 = -417439.285628
  nChanged 4
		SP:Iteration 32Q (1713.040000 sec): 3 clusters
  Score: Raw -420111.584270 + Penalty 2671.368523 = -417440.215748
  nChanged 4
		SP:Iteration 33Q (1713.050000 sec): 3 clusters
  Score: Raw -420112.368509 + Penalty 2671.368523 = -417440.999987
  nChanged 0
		SP:Iteration 34F (1713.050000 sec): 3 clusters
  Score: Raw -420112.368509 + Penalty 2671.368523 = -417440.999987
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (4975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1713.070000 sec): 2 clusters
  Score: Raw -499261.547526 + Penalty 1383.229356 = -497878.318170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1713.090000 sec): 3 clusters
  Score: Raw -496727.512636 + Penalty 2766.458711 = -493961.053924
  nChanged 2054
		SP:Iteration 1F (1713.100000 sec): 3 clusters
  Score: Raw -498315.535828 + Penalty 2766.458711 = -495549.077117
  nChanged 567
		SP:Iteration 2F (1713.110000 sec): 3 clusters
  Score: Raw -499019.424330 + Penalty 2766.458711 = -496252.965619
  nChanged 547
		SP:Iteration 3F (1713.130000 sec): 3 clusters
  Score: Raw -499701.193626 + Penalty 2766.458711 = -496934.734915
  nChanged 428
		SP:Iteration 4F (1713.140000 sec): 3 clusters
  Score: Raw -500180.070056 + Penalty 2766.458711 = -497413.611345
  nChanged 291
		SP:Iteration 5F (1713.150000 sec): 3 clusters
  Score: Raw -500429.129313 + Penalty 2766.458711 = -497662.670602
  nChanged 182
		SP:Iteration 6Q (1713.160000 sec): 3 clusters
  Score: Raw -500553.086330 + Penalty 2766.458711 = -497786.627619
  nChanged 105
		SP:Iteration 7Q (1713.170000 sec): 3 clusters
  Score: Raw -500612.238524 + Penalty 2766.458711 = -497845.779813
  nChanged 85
		SP:Iteration 8Q (1713.190000 sec): 3 clusters
  Score: Raw -500661.320948 + Penalty 2766.458711 = -497894.862237
  nChanged 65
		SP:Iteration 9Q (1713.200000 sec): 3 clusters
  Score: Raw -500713.993009 + Penalty 2766.458711 = -497947.534298
  nChanged 67
		SP:Iteration 10Q (1713.210000 sec): 3 clusters
  Score: Raw -500750.459733 + Penalty 2766.458711 = -497984.001022
  nChanged 38
		SP:Iteration 11Q (1713.220000 sec): 3 clusters
  Score: Raw -500766.754525 + Penalty 2766.458711 = -498000.295814
  nChanged 37
		SP:Iteration 12Q (1713.230000 sec): 3 clusters
  Score: Raw -500786.215637 + Penalty 2766.458711 = -498019.756925
  nChanged 32
		SP:Iteration 13Q (1713.240000 sec): 3 clusters
  Score: Raw -500798.950380 + Penalty 2766.458711 = -498032.491669
  nChanged 20
		SP:Iteration 14Q (1713.250000 sec): 3 clusters
  Score: Raw -500803.846696 + Penalty 2766.458711 = -498037.387985
  nChanged 12
		SP:Iteration 15Q (1713.270000 sec): 3 clusters
  Score: Raw -500807.091699 + Penalty 2766.458711 = -498040.632988
  nChanged 10
		SP:Iteration 16Q (1713.280000 sec): 3 clusters
  Score: Raw -500810.492325 + Penalty 2766.458711 = -498044.033613
  nChanged 11
		SP:Iteration 17Q (1713.290000 sec): 3 clusters
  Score: Raw -500813.033094 + Penalty 2766.458711 = -498046.574383
  nChanged 3
		SP:Iteration 18Q (1713.300000 sec): 3 clusters
  Score: Raw -500813.323857 + Penalty 2766.458711 = -498046.865145
  nChanged 1
		SP:Iteration 19Q (1713.310000 sec): 3 clusters
  Score: Raw -500813.549138 + Penalty 2766.458711 = -498047.090427
  nChanged 1
		SP:Iteration 20F (1713.330000 sec): 3 clusters
  Score: Raw -500813.856127 + Penalty 2766.458711 = -498047.397416
  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 12.42 GB.

 Trying to split cluster 33 (11498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1713.370000 sec): 2 clusters
  Score: Raw -1303684.921367 + Penalty 1519.363363 = -1302165.558004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1713.390000 sec): 3 clusters
  Score: Raw -1297108.568510 + Penalty 3038.726726 = -1294069.841784
  nChanged 4995
		SP:Iteration 1F (1713.430000 sec): 3 clusters
  Score: Raw -1299985.358562 + Penalty 3038.726726 = -1296946.631837
  nChanged 774
		SP:Iteration 2F (1713.450000 sec): 3 clusters
  Score: Raw -1300449.664952 + Penalty 3038.726726 = -1297410.938226
  nChanged 734
		SP:Iteration 3F (1713.480000 sec): 3 clusters
  Score: Raw -1300864.908372 + Penalty 3038.726726 = -1297826.181647
  nChanged 714
		SP:Iteration 4F (1713.510000 sec): 3 clusters
  Score: Raw -1301335.170517 + Penalty 3038.726726 = -1298296.443791
  nChanged 692
		SP:Iteration 5F (1713.540000 sec): 3 clusters
  Score: Raw -1301762.642192 + Penalty 3038.726726 = -1298723.915467
  nChanged 627
		SP:Iteration 6F (1713.570000 sec): 3 clusters
  Score: Raw -1302173.921355 + Penalty 3038.726726 = -1299135.194629
  nChanged 612
		SP:Iteration 7F (1713.600000 sec): 3 clusters
  Score: Raw -1302571.269341 + Penalty 3038.726726 = -1299532.542615
  nChanged 536
		SP:Iteration 8Q (1713.630000 sec): 3 clusters
  Score: Raw -1302901.712079 + Penalty 3038.726726 = -1299862.985354
  nChanged 446
		SP:Iteration 9Q (1713.660000 sec): 3 clusters
  Score: Raw -1303127.403134 + Penalty 3038.726726 = -1300088.676408
  nChanged 340
		SP:Iteration 10Q (1713.690000 sec): 3 clusters
  Score: Raw -1303281.204968 + Penalty 3038.726726 = -1300242.478243
  nChanged 263
		SP:Iteration 11Q (1713.710000 sec): 3 clusters
  Score: Raw -1303394.880589 + Penalty 3038.726726 = -1300356.153863
  nChanged 226
		SP:Iteration 12Q (1713.740000 sec): 3 clusters
  Score: Raw -1303496.568911 + Penalty 3038.726726 = -1300457.842185
  nChanged 200
		SP:Iteration 13Q (1713.770000 sec): 3 clusters
  Score: Raw -1303583.676826 + Penalty 3038.726726 = -1300544.950100
  nChanged 187
		SP:Iteration 14Q (1713.800000 sec): 3 clusters
  Score: Raw -1303658.379763 + Penalty 3038.726726 = -1300619.653038
  nChanged 154
		SP:Iteration 15Q (1713.830000 sec): 3 clusters
  Score: Raw -1303716.726176 + Penalty 3038.726726 = -1300677.999450
  nChanged 145
		SP:Iteration 16Q (1713.850000 sec): 3 clusters
  Score: Raw -1303767.446605 + Penalty 3038.726726 = -1300728.719880
  nChanged 133
		SP:Iteration 17Q (1713.880000 sec): 3 clusters
  Score: Raw -1303808.731452 + Penalty 3038.726726 = -1300770.004726
  nChanged 133
		SP:Iteration 18Q (1713.910000 sec): 3 clusters
  Score: Raw -1303855.613072 + Penalty 3038.726726 = -1300816.886347
  nChanged 137
		SP:Iteration 19Q (1713.940000 sec): 3 clusters
  Score: Raw -1303903.639419 + Penalty 3038.726726 = -1300864.912693
  nChanged 120
		SP:Iteration 20F (1713.970000 sec): 3 clusters
  Score: Raw -1303940.122145 + Penalty 3038.726726 = -1300901.395420
  nChanged 110
		SP:Iteration 21Q (1713.990000 sec): 3 clusters
  Score: Raw -1303981.944663 + Penalty 3038.726726 = -1300943.217937
  nChanged 120
		SP:Iteration 22Q (1714.020000 sec): 3 clusters
  Score: Raw -1304056.179706 + Penalty 3038.726726 = -1301017.452981
  nChanged 143
		SP:Iteration 23Q (1714.050000 sec): 3 clusters
  Score: Raw -1304165.608946 + Penalty 3038.726726 = -1301126.882221
  nChanged 139
		SP:Iteration 24Q (1714.080000 sec): 3 clusters
  Score: Raw -1304298.016620 + Penalty 3038.726726 = -1301259.289894
  nChanged 149
		SP:Iteration 25Q (1714.110000 sec): 3 clusters
  Score: Raw -1304517.750509 + Penalty 3038.726726 = -1301479.023783
  nChanged 189
		SP:Iteration 26Q (1714.130000 sec): 3 clusters
  Score: Raw -1304820.190834 + Penalty 3038.726726 = -1301781.464109
  nChanged 162
		SP:Iteration 27Q (1714.160000 sec): 3 clusters
  Score: Raw -1304992.235196 + Penalty 3038.726726 = -1301953.508471
  nChanged 129
		SP:Iteration 28Q (1714.190000 sec): 3 clusters
  Score: Raw -1305065.296807 + Penalty 3038.726726 = -1302026.570081
  nChanged 83
		SP:Iteration 29Q (1714.210000 sec): 3 clusters
  Score: Raw -1305094.068559 + Penalty 3038.726726 = -1302055.341834
  nChanged 47
		SP:Iteration 30Q (1714.230000 sec): 3 clusters
  Score: Raw -1305108.387026 + Penalty 3038.726726 = -1302069.660300
  nChanged 39
		SP:Iteration 31Q (1714.260000 sec): 3 clusters
  Score: Raw -1305122.957539 + Penalty 3038.726726 = -1302084.230813
  nChanged 43
		SP:Iteration 32Q (1714.280000 sec): 3 clusters
  Score: Raw -1305137.325319 + Penalty 3038.726726 = -1302098.598594
  nChanged 37
		SP:Iteration 33Q (1714.310000 sec): 3 clusters
  Score: Raw -1305152.621306 + Penalty 3038.726726 = -1302113.894580
  nChanged 40
		SP:Iteration 34Q (1714.330000 sec): 3 clusters
  Score: Raw -1305171.180321 + Penalty 3038.726726 = -1302132.453596
  nChanged 38
		SP:Iteration 35Q (1714.360000 sec): 3 clusters
  Score: Raw -1305187.892251 + Penalty 3038.726726 = -1302149.165526
  nChanged 46
		SP:Iteration 36Q (1714.380000 sec): 3 clusters
  Score: Raw -1305212.252811 + Penalty 3038.726726 = -1302173.526086
  nChanged 44
		SP:Iteration 37Q (1714.410000 sec): 3 clusters
  Score: Raw -1305236.449283 + Penalty 3038.726726 = -1302197.722557
  nChanged 46
		SP:Iteration 38Q (1714.430000 sec): 3 clusters
  Score: Raw -1305267.567817 + Penalty 3038.726726 = -1302228.841092
  nChanged 47
		SP:Iteration 39Q (1714.450000 sec): 3 clusters
  Score: Raw -1305294.566713 + Penalty 3038.726726 = -1302255.839987
  nChanged 37
		SP:Iteration 40F (1714.480000 sec): 3 clusters
  Score: Raw -1305313.699382 + Penalty 3038.726726 = -1302274.972656
  nChanged 34
		SP:Iteration 41Q (1714.510000 sec): 3 clusters
  Score: Raw -1305328.852458 + Penalty 3038.726726 = -1302290.125733
  nChanged 27
		SP:Iteration 42Q (1714.530000 sec): 3 clusters
  Score: Raw -1305340.642638 + Penalty 3038.726726 = -1302301.915913
  nChanged 27
		SP:Iteration 43Q (1714.550000 sec): 3 clusters
  Score: Raw -1305349.461888 + Penalty 3038.726726 = -1302310.735162
  nChanged 17
		SP:Iteration 44Q (1714.570000 sec): 3 clusters
  Score: Raw -1305353.437187 + Penalty 3038.726726 = -1302314.710461
  nChanged 9
		SP:Iteration 45Q (1714.590000 sec): 3 clusters
  Score: Raw -1305355.627447 + Penalty 3038.726726 = -1302316.900722
  nChanged 6
		SP:Iteration 46Q (1714.620000 sec): 3 clusters
  Score: Raw -1305356.741218 + Penalty 3038.726726 = -1302318.014493
  nChanged 3
		SP:Iteration 47Q (1714.640000 sec): 3 clusters
  Score: Raw -1305357.471411 + Penalty 3038.726726 = -1302318.744686
  nChanged 2
		SP:Iteration 48Q (1714.660000 sec): 3 clusters
  Score: Raw -1305357.968343 + Penalty 3038.726726 = -1302319.241617
  nChanged 0
		SP:Iteration 49F (1714.690000 sec): 3 clusters
  Score: Raw -1305357.968343 + Penalty 3038.726726 = -1302319.241617
  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 12.42 GB.

 Trying to split cluster 34 (11965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1714.730000 sec): 2 clusters
  Score: Raw -1455084.814975 + Penalty 1525.832913 = -1453558.982062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1714.760000 sec): 3 clusters
  Score: Raw -1448188.591584 + Penalty 3051.665825 = -1445136.925759
  nChanged 5189
		SP:Iteration 1F (1714.790000 sec): 3 clusters
  Score: Raw -1450965.556328 + Penalty 3051.665825 = -1447913.890503
  nChanged 656
		SP:Iteration 2F (1714.820000 sec): 3 clusters
  Score: Raw -1451203.682236 + Penalty 3051.665825 = -1448152.016411
  nChanged 545
		SP:Iteration 3Q (1714.850000 sec): 3 clusters
  Score: Raw -1451384.124100 + Penalty 3051.665825 = -1448332.458275
  nChanged 451
		SP:Iteration 4Q (1714.890000 sec): 3 clusters
  Score: Raw -1451537.099303 + Penalty 3051.665825 = -1448485.433478
  nChanged 427
		SP:Iteration 5Q (1714.910000 sec): 3 clusters
  Score: Raw -1451680.680771 + Penalty 3051.665825 = -1448629.014946
  nChanged 408
		SP:Iteration 6Q (1714.950000 sec): 3 clusters
  Score: Raw -1451846.754742 + Penalty 3051.665825 = -1448795.088917
  nChanged 452
		SP:Iteration 7Q (1714.980000 sec): 3 clusters
  Score: Raw -1452050.181835 + Penalty 3051.665825 = -1448998.516009
  nChanged 475
		SP:Iteration 8Q (1715.010000 sec): 3 clusters
  Score: Raw -1452278.069934 + Penalty 3051.665825 = -1449226.404108
  nChanged 531
		SP:Iteration 9Q (1715.040000 sec): 3 clusters
  Score: Raw -1452585.537444 + Penalty 3051.665825 = -1449533.871619
  nChanged 565
		SP:Iteration 10Q (1715.070000 sec): 3 clusters
  Score: Raw -1452952.341994 + Penalty 3051.665825 = -1449900.676169
  nChanged 598
		SP:Iteration 11Q (1715.100000 sec): 3 clusters
  Score: Raw -1453383.340287 + Penalty 3051.665825 = -1450331.674462
  nChanged 556
		SP:Iteration 12Q (1715.130000 sec): 3 clusters
  Score: Raw -1453823.911139 + Penalty 3051.665825 = -1450772.245314
  nChanged 460
		SP:Iteration 13Q (1715.150000 sec): 3 clusters
  Score: Raw -1454226.076835 + Penalty 3051.665825 = -1451174.411009
  nChanged 348
		SP:Iteration 14Q (1715.180000 sec): 3 clusters
  Score: Raw -1454551.727983 + Penalty 3051.665825 = -1451500.062157
  nChanged 286
		SP:Iteration 15Q (1715.210000 sec): 3 clusters
  Score: Raw -1454798.308730 + Penalty 3051.665825 = -1451746.642905
  nChanged 193
		SP:Iteration 16Q (1715.230000 sec): 3 clusters
  Score: Raw -1454949.588513 + Penalty 3051.665825 = -1451897.922687
  nChanged 147
		SP:Iteration 17Q (1715.260000 sec): 3 clusters
  Score: Raw -1455075.752711 + Penalty 3051.665825 = -1452024.086886
  nChanged 115
		SP:Iteration 18Q (1715.280000 sec): 3 clusters
  Score: Raw -1455174.368553 + Penalty 3051.665825 = -1452122.702728
  nChanged 90
		SP:Iteration 19Q (1715.310000 sec): 3 clusters
  Score: Raw -1455249.738153 + Penalty 3051.665825 = -1452198.072328
  nChanged 75
		SP:Iteration 20F (1715.340000 sec): 3 clusters
  Score: Raw -1455311.740215 + Penalty 3051.665825 = -1452260.074390
  nChanged 57
		SP:Iteration 21Q (1715.360000 sec): 3 clusters
  Score: Raw -1455351.498702 + Penalty 3051.665825 = -1452299.832877
  nChanged 41
		SP:Iteration 22Q (1715.380000 sec): 3 clusters
  Score: Raw -1455383.105256 + Penalty 3051.665825 = -1452331.439430
  nChanged 32
		SP:Iteration 23Q (1715.400000 sec): 3 clusters
  Score: Raw -1455405.161545 + Penalty 3051.665825 = -1452353.495720
  nChanged 25
		SP:Iteration 24Q (1715.420000 sec): 3 clusters
  Score: Raw -1455417.415951 + Penalty 3051.665825 = -1452365.750126
  nChanged 13
		SP:Iteration 25Q (1715.450000 sec): 3 clusters
  Score: Raw -1455422.997917 + Penalty 3051.665825 = -1452371.332092
  nChanged 8
		SP:Iteration 26Q (1715.470000 sec): 3 clusters
  Score: Raw -1455425.454346 + Penalty 3051.665825 = -1452373.788521
  nChanged 8
		SP:Iteration 27Q (1715.490000 sec): 3 clusters
  Score: Raw -1455429.518129 + Penalty 3051.665825 = -1452377.852304
  nChanged 10
		SP:Iteration 28Q (1715.510000 sec): 3 clusters
  Score: Raw -1455435.741162 + Penalty 3051.665825 = -1452384.075337
  nChanged 11
		SP:Iteration 29Q (1715.530000 sec): 3 clusters
  Score: Raw -1455438.942297 + Penalty 3051.665825 = -1452387.276472
  nChanged 7
		SP:Iteration 30Q (1715.550000 sec): 3 clusters
  Score: Raw -1455441.637161 + Penalty 3051.665825 = -1452389.971336
  nChanged 8
		SP:Iteration 31Q (1715.570000 sec): 3 clusters
  Score: Raw -1455445.202537 + Penalty 3051.665825 = -1452393.536712
  nChanged 1
		SP:Iteration 32Q (1715.590000 sec): 3 clusters
  Score: Raw -1455445.619791 + Penalty 3051.665825 = -1452393.953966
  nChanged 1
		SP:Iteration 33Q (1715.610000 sec): 3 clusters
  Score: Raw -1455446.279259 + Penalty 3051.665825 = -1452394.613434
  nChanged 2
		SP:Iteration 34Q (1715.640000 sec): 3 clusters
  Score: Raw -1455446.621830 + Penalty 3051.665825 = -1452394.956005
  nChanged 1
		SP:Iteration 35Q (1715.660000 sec): 3 clusters
  Score: Raw -1455447.141838 + Penalty 3051.665825 = -1452395.476013
  nChanged 2
		SP:Iteration 36Q (1715.680000 sec): 3 clusters
  Score: Raw -1455447.610586 + Penalty 3051.665825 = -1452395.944761
  nChanged 1
		SP:Iteration 37Q (1715.710000 sec): 3 clusters
  Score: Raw -1455448.070240 + Penalty 3051.665825 = -1452396.404415
  nChanged 0
		SP:Iteration 38F (1715.730000 sec): 3 clusters
  Score: Raw -1455448.070240 + Penalty 3051.665825 = -1452396.404415
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1715.940000 sec): 2 clusters
  Score: Raw -7416752.610976 + Penalty 1798.437877 = -7414954.173099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1716.110000 sec): 3 clusters
  Score: Raw -7375907.085113 + Penalty 3596.875754 = -7372310.209359
  nChanged 30249
		SP:Iteration 1F (1716.280000 sec): 3 clusters
  Score: Raw -7393587.533768 + Penalty 3596.875754 = -7389990.658014
  nChanged 2642
		SP:Iteration 2Q (1716.450000 sec): 3 clusters
  Score: Raw -7394592.237999 + Penalty 3596.875754 = -7390995.362246
  nChanged 2841
		SP:Iteration 3Q (1716.630000 sec): 3 clusters
  Score: Raw -7395791.602801 + Penalty 3596.875754 = -7392194.727047
  nChanged 3059
		SP:Iteration 4Q (1716.810000 sec): 3 clusters
  Score: Raw -7397166.603209 + Penalty 3596.875754 = -7393569.727455
  nChanged 3123
		SP:Iteration 5Q (1716.980000 sec): 3 clusters
  Score: Raw -7398643.093027 + Penalty 3596.875754 = -7395046.217273
  nChanged 3150
		SP:Iteration 6Q (1717.150000 sec): 3 clusters
  Score: Raw -7400213.977179 + Penalty 3596.875754 = -7396617.101426
  nChanged 3227
		SP:Iteration 7F (1717.330000 sec): 3 clusters
  Score: Raw -7401983.805569 + Penalty 3596.875754 = -7398386.929815
  nChanged 3252
		SP:Iteration 8F (1717.500000 sec): 3 clusters
  Score: Raw -7403892.510203 + Penalty 3596.875754 = -7400295.634449
  nChanged 3158
		SP:Iteration 9Q (1717.670000 sec): 3 clusters
  Score: Raw -7405856.172864 + Penalty 3596.875754 = -7402259.297111
  nChanged 3061
		SP:Iteration 10Q (1717.840000 sec): 3 clusters
  Score: Raw -7407770.694558 + Penalty 3596.875754 = -7404173.818804
  nChanged 2895
		SP:Iteration 11Q (1718.000000 sec): 3 clusters
  Score: Raw -7409651.738107 + Penalty 3596.875754 = -7406054.862353
  nChanged 2679
		SP:Iteration 12Q (1718.160000 sec): 3 clusters
  Score: Raw -7411428.843574 + Penalty 3596.875754 = -7407831.967821
  nChanged 2237
		SP:Iteration 13Q (1718.310000 sec): 3 clusters
  Score: Raw -7412928.469037 + Penalty 3596.875754 = -7409331.593283
  nChanged 1816
		SP:Iteration 14Q (1718.470000 sec): 3 clusters
  Score: Raw -7414149.697920 + Penalty 3596.875754 = -7410552.822166
  nChanged 1356
		SP:Iteration 15Q (1718.610000 sec): 3 clusters
  Score: Raw -7414999.471516 + Penalty 3596.875754 = -7411402.595762
  nChanged 1009
		SP:Iteration 16Q (1718.750000 sec): 3 clusters
  Score: Raw -7415622.880741 + Penalty 3596.875754 = -7412026.004987
  nChanged 763
		SP:Iteration 17Q (1718.880000 sec): 3 clusters
  Score: Raw -7416091.745863 + Penalty 3596.875754 = -7412494.870109
  nChanged 519
		SP:Iteration 18Q (1719.010000 sec): 3 clusters
  Score: Raw -7416391.803907 + Penalty 3596.875754 = -7412794.928153
  nChanged 338
		SP:Iteration 19Q (1719.130000 sec): 3 clusters
  Score: Raw -7416558.542049 + Penalty 3596.875754 = -7412961.666295
  nChanged 248
		SP:Iteration 20F (1719.300000 sec): 3 clusters
  Score: Raw -7416698.951051 + Penalty 3596.875754 = -7413102.075297
  nChanged 196
		SP:Iteration 21Q (1719.430000 sec): 3 clusters
  Score: Raw -7416815.086508 + Penalty 3596.875754 = -7413218.210755
  nChanged 141
		SP:Iteration 22Q (1719.550000 sec): 3 clusters
  Score: Raw -7416885.730484 + Penalty 3596.875754 = -7413288.854730
  nChanged 94
		SP:Iteration 23Q (1719.670000 sec): 3 clusters
  Score: Raw -7416939.635085 + Penalty 3596.875754 = -7413342.759331
  nChanged 86
		SP:Iteration 24Q (1719.800000 sec): 3 clusters
  Score: Raw -7416986.408178 + Penalty 3596.875754 = -7413389.532424
  nChanged 61
		SP:Iteration 25Q (1719.920000 sec): 3 clusters
  Score: Raw -7417015.533677 + Penalty 3596.875754 = -7413418.657923
  nChanged 34
		SP:Iteration 26Q (1720.040000 sec): 3 clusters
  Score: Raw -7417031.513687 + Penalty 3596.875754 = -7413434.637934
  nChanged 34
		SP:Iteration 27Q (1720.160000 sec): 3 clusters
  Score: Raw -7417047.115127 + Penalty 3596.875754 = -7413450.239373
  nChanged 24
		SP:Iteration 28Q (1720.280000 sec): 3 clusters
  Score: Raw -7417055.948419 + Penalty 3596.875754 = -7413459.072665
  nChanged 17
		SP:Iteration 29Q (1720.400000 sec): 3 clusters
  Score: Raw -7417061.871603 + Penalty 3596.875754 = -7413464.995849
  nChanged 12
		SP:Iteration 30Q (1720.520000 sec): 3 clusters
  Score: Raw -7417066.128680 + Penalty 3596.875754 = -7413469.252927
  nChanged 9
		SP:Iteration 31Q (1720.640000 sec): 3 clusters
  Score: Raw -7417070.713605 + Penalty 3596.875754 = -7413473.837851
  nChanged 11
		SP:Iteration 32Q (1720.760000 sec): 3 clusters
  Score: Raw -7417075.364961 + Penalty 3596.875754 = -7413478.489207
  nChanged 7
		SP:Iteration 33Q (1720.880000 sec): 3 clusters
  Score: Raw -7417078.361041 + Penalty 3596.875754 = -7413481.485287
  nChanged 10
		SP:Iteration 34Q (1721.000000 sec): 3 clusters
  Score: Raw -7417082.881719 + Penalty 3596.875754 = -7413486.005965
  nChanged 12
		SP:Iteration 35Q (1721.120000 sec): 3 clusters
  Score: Raw -7417088.465804 + Penalty 3596.875754 = -7413491.590050
  nChanged 17
		SP:Iteration 36Q (1721.240000 sec): 3 clusters
  Score: Raw -7417096.276967 + Penalty 3596.875754 = -7413499.401213
  nChanged 12
		SP:Iteration 37Q (1721.360000 sec): 3 clusters
  Score: Raw -7417101.081661 + Penalty 3596.875754 = -7413504.205907
  nChanged 13
		SP:Iteration 38Q (1721.480000 sec): 3 clusters
  Score: Raw -7417108.052653 + Penalty 3596.875754 = -7413511.176900
  nChanged 10
		SP:Iteration 39Q (1721.600000 sec): 3 clusters
  Score: Raw -7417114.296844 + Penalty 3596.875754 = -7413517.421090
  nChanged 10
		SP:Iteration 40F (1721.770000 sec): 3 clusters
  Score: Raw -7417117.875455 + Penalty 3596.875754 = -7413520.999702
  nChanged 4
		SP:Iteration 41Q (1721.890000 sec): 3 clusters
  Score: Raw -7417118.990096 + Penalty 3596.875754 = -7413522.114342
  nChanged 3
		SP:Iteration 42Q (1722.010000 sec): 3 clusters
  Score: Raw -7417120.190940 + Penalty 3596.875754 = -7413523.315186
  nChanged 2
		SP:Iteration 43Q (1722.130000 sec): 3 clusters
  Score: Raw -7417120.567876 + Penalty 3596.875754 = -7413523.692122
  nChanged 0
		SP:Iteration 44F (1722.290000 sec): 3 clusters
  Score: Raw -7417120.567876 + Penalty 3596.875754 = -7413523.692122
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1722.350000 sec): 2 clusters
  Score: Raw -613465.944712 + Penalty 1399.206472 = -612066.738239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1722.360000 sec): 3 clusters
  Score: Raw -610631.977764 + Penalty 2798.412945 = -607833.564819
  nChanged 2235
		SP:Iteration 1F (1722.380000 sec): 3 clusters
  Score: Raw -612121.101626 + Penalty 2798.412945 = -609322.688681
  nChanged 604
		SP:Iteration 2F (1722.390000 sec): 3 clusters
  Score: Raw -612843.935328 + Penalty 2798.412945 = -610045.522383
  nChanged 578
		SP:Iteration 3F (1722.410000 sec): 3 clusters
  Score: Raw -613575.001165 + Penalty 2798.412945 = -610776.588220
  nChanged 493
		SP:Iteration 4F (1722.420000 sec): 3 clusters
  Score: Raw -614036.471682 + Penalty 2798.412945 = -611238.058737
  nChanged 296
		SP:Iteration 5F (1722.430000 sec): 3 clusters
  Score: Raw -614253.957239 + Penalty 2798.412945 = -611455.544294
  nChanged 214
		SP:Iteration 6Q (1722.450000 sec): 3 clusters
  Score: Raw -614400.938573 + Penalty 2798.412945 = -611602.525629
  nChanged 167
		SP:Iteration 7Q (1722.460000 sec): 3 clusters
  Score: Raw -614500.942125 + Penalty 2798.412945 = -611702.529180
  nChanged 106
		SP:Iteration 8Q (1722.470000 sec): 3 clusters
  Score: Raw -614551.121682 + Penalty 2798.412945 = -611752.708737
  nChanged 66
		SP:Iteration 9Q (1722.490000 sec): 3 clusters
  Score: Raw -614578.182878 + Penalty 2798.412945 = -611779.769933
  nChanged 59
		SP:Iteration 10Q (1722.500000 sec): 3 clusters
  Score: Raw -614599.240550 + Penalty 2798.412945 = -611800.827606
  nChanged 34
		SP:Iteration 11Q (1722.510000 sec): 3 clusters
  Score: Raw -614608.873258 + Penalty 2798.412945 = -611810.460314
  nChanged 19
		SP:Iteration 12Q (1722.530000 sec): 3 clusters
  Score: Raw -614614.045126 + Penalty 2798.412945 = -611815.632181
  nChanged 16
		SP:Iteration 13Q (1722.540000 sec): 3 clusters
  Score: Raw -614618.487159 + Penalty 2798.412945 = -611820.074214
  nChanged 8
		SP:Iteration 14Q (1722.560000 sec): 3 clusters
  Score: Raw -614620.816314 + Penalty 2798.412945 = -611822.403369
  nChanged 8
		SP:Iteration 15Q (1722.570000 sec): 3 clusters
  Score: Raw -614623.163353 + Penalty 2798.412945 = -611824.750408
  nChanged 12
		SP:Iteration 16Q (1722.580000 sec): 3 clusters
  Score: Raw -614627.102322 + Penalty 2798.412945 = -611828.689378
  nChanged 8
		SP:Iteration 17Q (1722.600000 sec): 3 clusters
  Score: Raw -614629.211258 + Penalty 2798.412945 = -611830.798313
  nChanged 3
		SP:Iteration 18Q (1722.610000 sec): 3 clusters
  Score: Raw -614629.863215 + Penalty 2798.412945 = -611831.450271
  nChanged 7
		SP:Iteration 19Q (1722.620000 sec): 3 clusters
  Score: Raw -614631.110630 + Penalty 2798.412945 = -611832.697685
  nChanged 2
		SP:Iteration 20F (1722.640000 sec): 3 clusters
  Score: Raw -614631.795640 + Penalty 2798.412945 = -611833.382695
  nChanged 2
		SP:Iteration 21Q (1722.650000 sec): 3 clusters
  Score: Raw -614632.313967 + Penalty 2798.412945 = -611833.901023
  nChanged 1
		SP:Iteration 22Q (1722.670000 sec): 3 clusters
  Score: Raw -614632.514738 + Penalty 2798.412945 = -611834.101793
  nChanged 1
		SP:Iteration 23Q (1722.680000 sec): 3 clusters
  Score: Raw -614632.766985 + Penalty 2798.412945 = -611834.354040
  nChanged 0
		SP:Iteration 24F (1722.690000 sec): 3 clusters
  Score: Raw -614632.766985 + Penalty 2798.412945 = -611834.354040
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1722.700000 sec): 2 clusters
  Score: Raw -207973.004040 + Penalty 1237.885931 = -206735.118109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1722.710000 sec): 3 clusters
  Score: Raw -207349.739136 + Penalty 2475.771862 = -204873.967274
  nChanged 776
		SP:Iteration 1F (1722.710000 sec): 3 clusters
  Score: Raw -209662.116689 + Penalty 2475.771862 = -207186.344826
  nChanged 422
		SP:Iteration 2F (1722.720000 sec): 3 clusters
  Score: Raw -212020.823704 + Penalty 2475.771862 = -209545.051842
  nChanged 255
		SP:Iteration 3F (1722.720000 sec): 3 clusters
  Score: Raw -214692.358291 + Penalty 2475.771862 = -212216.586428
  nChanged 61
		SP:Iteration 4Q (1722.730000 sec): 3 clusters
  Score: Raw -214968.126619 + Penalty 2475.771862 = -212492.354756
  nChanged 16
		SP:Iteration 5Q (1722.730000 sec): 3 clusters
  Score: Raw -215047.674386 + Penalty 2475.771862 = -212571.902524
  nChanged 5
		SP:Iteration 6Q (1722.730000 sec): 3 clusters
  Score: Raw -215075.301766 + Penalty 2475.771862 = -212599.529903
  nChanged 1
		SP:Iteration 7Q (1722.740000 sec): 3 clusters
  Score: Raw -215082.053577 + Penalty 2475.771862 = -212606.281715
  nChanged 0
		SP:Iteration 8F (1722.740000 sec): 3 clusters
  Score: Raw -215082.053577 + Penalty 2475.771862 = -212606.281715
  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 12.42 GB.

 Trying to split cluster 38 (1367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1722.750000 sec): 2 clusters
  Score: Raw -153929.459859 + Penalty 1173.310748 = -152756.149111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1722.760000 sec): 3 clusters
  Score: Raw -153439.895218 + Penalty 2346.621497 = -151093.273721
  nChanged 450
		SP:Iteration 1F (1722.760000 sec): 3 clusters
  Score: Raw -153791.109549 + Penalty 2346.621497 = -151444.488052
  nChanged 98
		SP:Iteration 2F (1722.760000 sec): 3 clusters
  Score: Raw -153867.750941 + Penalty 2346.621497 = -151521.129444
  nChanged 55
		SP:Iteration 3Q (1722.770000 sec): 3 clusters
  Score: Raw -153905.667508 + Penalty 2346.621497 = -151559.046011
  nChanged 27
		SP:Iteration 4Q (1722.770000 sec): 3 clusters
  Score: Raw -153921.698452 + Penalty 2346.621497 = -151575.076955
  nChanged 10
		SP:Iteration 5Q (1722.770000 sec): 3 clusters
  Score: Raw -153926.736990 + Penalty 2346.621497 = -151580.115493
  nChanged 8
		SP:Iteration 6Q (1722.780000 sec): 3 clusters
  Score: Raw -153929.841452 + Penalty 2346.621497 = -151583.219955
  nChanged 5
		SP:Iteration 7Q (1722.780000 sec): 3 clusters
  Score: Raw -153932.945312 + Penalty 2346.621497 = -151586.323815
  nChanged 6
		SP:Iteration 8Q (1722.780000 sec): 3 clusters
  Score: Raw -153936.585886 + Penalty 2346.621497 = -151589.964389
  nChanged 9
		SP:Iteration 9Q (1722.790000 sec): 3 clusters
  Score: Raw -153943.201947 + Penalty 2346.621497 = -151596.580451
  nChanged 6
		SP:Iteration 10Q (1722.790000 sec): 3 clusters
  Score: Raw -153948.013277 + Penalty 2346.621497 = -151601.391780
  nChanged 6
		SP:Iteration 11Q (1722.790000 sec): 3 clusters
  Score: Raw -153950.993649 + Penalty 2346.621497 = -151604.372152
  nChanged 4
		SP:Iteration 12Q (1722.800000 sec): 3 clusters
  Score: Raw -153952.403217 + Penalty 2346.621497 = -151605.781720
  nChanged 2
		SP:Iteration 13Q (1722.800000 sec): 3 clusters
  Score: Raw -153953.401355 + Penalty 2346.621497 = -151606.779858
  nChanged 0
		SP:Iteration 14F (1722.800000 sec): 3 clusters
  Score: Raw -153953.401355 + Penalty 2346.621497 = -151606.779858
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1722.810000 sec): 2 clusters
  Score: Raw -235364.009497 + Penalty 1237.405872 = -234126.603626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1722.820000 sec): 3 clusters
  Score: Raw -234536.325849 + Penalty 2474.811744 = -232061.514106
  nChanged 723
		SP:Iteration 1F (1722.820000 sec): 3 clusters
  Score: Raw -235229.283148 + Penalty 2474.811744 = -232754.471405
  nChanged 186
		SP:Iteration 2F (1722.830000 sec): 3 clusters
  Score: Raw -235533.624365 + Penalty 2474.811744 = -233058.812621
  nChanged 161
		SP:Iteration 3F (1722.830000 sec): 3 clusters
  Score: Raw -235731.275976 + Penalty 2474.811744 = -233256.464233
  nChanged 139
		SP:Iteration 4F (1722.840000 sec): 3 clusters
  Score: Raw -235881.179934 + Penalty 2474.811744 = -233406.368191
  nChanged 112
		SP:Iteration 5F (1722.840000 sec): 3 clusters
  Score: Raw -236031.059332 + Penalty 2474.811744 = -233556.247589
  nChanged 93
		SP:Iteration 6Q (1722.850000 sec): 3 clusters
  Score: Raw -236141.372483 + Penalty 2474.811744 = -233666.560739
  nChanged 64
		SP:Iteration 7Q (1722.850000 sec): 3 clusters
  Score: Raw -236223.109595 + Penalty 2474.811744 = -233748.297852
  nChanged 48
		SP:Iteration 8Q (1722.860000 sec): 3 clusters
  Score: Raw -236278.571969 + Penalty 2474.811744 = -233803.760226
  nChanged 24
		SP:Iteration 9Q (1722.860000 sec): 3 clusters
  Score: Raw -236303.879246 + Penalty 2474.811744 = -233829.067502
  nChanged 19
		SP:Iteration 10Q (1722.870000 sec): 3 clusters
  Score: Raw -236326.413486 + Penalty 2474.811744 = -233851.601742
  nChanged 13
		SP:Iteration 11Q (1722.870000 sec): 3 clusters
  Score: Raw -236342.783031 + Penalty 2474.811744 = -233867.971287
  nChanged 11
		SP:Iteration 12Q (1722.870000 sec): 3 clusters
  Score: Raw -236356.022492 + Penalty 2474.811744 = -233881.210748
  nChanged 11
		SP:Iteration 13Q (1722.880000 sec): 3 clusters
  Score: Raw -236370.278649 + Penalty 2474.811744 = -233895.466906
  nChanged 5
		SP:Iteration 14Q (1722.880000 sec): 3 clusters
  Score: Raw -236375.612208 + Penalty 2474.811744 = -233900.800465
  nChanged 2
		SP:Iteration 15Q (1722.890000 sec): 3 clusters
  Score: Raw -236378.759861 + Penalty 2474.811744 = -233903.948118
  nChanged 3
		SP:Iteration 16Q (1722.890000 sec): 3 clusters
  Score: Raw -236381.057654 + Penalty 2474.811744 = -233906.245911
  nChanged 3
		SP:Iteration 17Q (1722.890000 sec): 3 clusters
  Score: Raw -236385.460934 + Penalty 2474.811744 = -233910.649190
  nChanged 3
		SP:Iteration 18Q (1722.900000 sec): 3 clusters
  Score: Raw -236387.756257 + Penalty 2474.811744 = -233912.944514
  nChanged 2
		SP:Iteration 19Q (1722.900000 sec): 3 clusters
  Score: Raw -236388.731904 + Penalty 2474.811744 = -233913.920160
  nChanged 0
		SP:Iteration 20F (1722.910000 sec): 3 clusters
  Score: Raw -236388.731904 + Penalty 2474.811744 = -233913.920160
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (11482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1722.950000 sec): 2 clusters
  Score: Raw -1298157.563375 + Penalty 1519.137079 = -1296638.426296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1722.970000 sec): 3 clusters
  Score: Raw -1291577.874325 + Penalty 3038.274158 = -1288539.600167
  nChanged 5023
		SP:Iteration 1F (1723.000000 sec): 3 clusters
  Score: Raw -1294480.151852 + Penalty 3038.274158 = -1291441.877694
  nChanged 956
		SP:Iteration 2F (1723.030000 sec): 3 clusters
  Score: Raw -1295203.872165 + Penalty 3038.274158 = -1292165.598007
  nChanged 985
		SP:Iteration 3F (1723.060000 sec): 3 clusters
  Score: Raw -1296041.789839 + Penalty 3038.274158 = -1293003.515681
  nChanged 952
		SP:Iteration 4F (1723.090000 sec): 3 clusters
  Score: Raw -1296782.705678 + Penalty 3038.274158 = -1293744.431520
  nChanged 693
		SP:Iteration 5F (1723.130000 sec): 3 clusters
  Score: Raw -1297245.812019 + Penalty 3038.274158 = -1294207.537861
  nChanged 557
		SP:Iteration 6Q (1723.150000 sec): 3 clusters
  Score: Raw -1297574.899561 + Penalty 3038.274158 = -1294536.625403
  nChanged 416
		SP:Iteration 7Q (1723.190000 sec): 3 clusters
  Score: Raw -1297795.485792 + Penalty 3038.274158 = -1294757.211634
  nChanged 346
		SP:Iteration 8Q (1723.210000 sec): 3 clusters
  Score: Raw -1297974.516014 + Penalty 3038.274158 = -1294936.241856
  nChanged 302
		SP:Iteration 9Q (1723.240000 sec): 3 clusters
  Score: Raw -1298159.844175 + Penalty 3038.274158 = -1295121.570017
  nChanged 307
		SP:Iteration 10Q (1723.270000 sec): 3 clusters
  Score: Raw -1298388.227857 + Penalty 3038.274158 = -1295349.953699
  nChanged 362
		SP:Iteration 11Q (1723.300000 sec): 3 clusters
  Score: Raw -1298708.944889 + Penalty 3038.274158 = -1295670.670731
  nChanged 406
		SP:Iteration 12Q (1723.330000 sec): 3 clusters
  Score: Raw -1299150.138486 + Penalty 3038.274158 = -1296111.864328
  nChanged 432
		SP:Iteration 13Q (1723.350000 sec): 3 clusters
  Score: Raw -1299667.749525 + Penalty 3038.274158 = -1296629.475367
  nChanged 397
		SP:Iteration 14Q (1723.380000 sec): 3 clusters
  Score: Raw -1300080.812625 + Penalty 3038.274158 = -1297042.538467
  nChanged 276
		SP:Iteration 15Q (1723.410000 sec): 3 clusters
  Score: Raw -1300271.959289 + Penalty 3038.274158 = -1297233.685131
  nChanged 198
		SP:Iteration 16Q (1723.430000 sec): 3 clusters
  Score: Raw -1300412.660867 + Penalty 3038.274158 = -1297374.386709
  nChanged 189
		SP:Iteration 17Q (1723.450000 sec): 3 clusters
  Score: Raw -1300571.354073 + Penalty 3038.274158 = -1297533.079915
  nChanged 193
		SP:Iteration 18Q (1723.480000 sec): 3 clusters
  Score: Raw -1300737.840328 + Penalty 3038.274158 = -1297699.566170
  nChanged 191
		SP:Iteration 19Q (1723.500000 sec): 3 clusters
  Score: Raw -1300906.299546 + Penalty 3038.274158 = -1297868.025388
  nChanged 196
		SP:Iteration 20F (1723.530000 sec): 3 clusters
  Score: Raw -1301068.950926 + Penalty 3038.274158 = -1298030.676768
  nChanged 165
		SP:Iteration 21Q (1723.550000 sec): 3 clusters
  Score: Raw -1301193.354900 + Penalty 3038.274158 = -1298155.080742
  nChanged 143
		SP:Iteration 22Q (1723.570000 sec): 3 clusters
  Score: Raw -1301278.533457 + Penalty 3038.274158 = -1298240.259299
  nChanged 103
		SP:Iteration 23Q (1723.600000 sec): 3 clusters
  Score: Raw -1301326.289589 + Penalty 3038.274158 = -1298288.015431
  nChanged 79
		SP:Iteration 24Q (1723.620000 sec): 3 clusters
  Score: Raw -1301356.196039 + Penalty 3038.274158 = -1298317.921881
  nChanged 68
		SP:Iteration 25Q (1723.650000 sec): 3 clusters
  Score: Raw -1301376.199440 + Penalty 3038.274158 = -1298337.925282
  nChanged 43
		SP:Iteration 26Q (1723.670000 sec): 3 clusters
  Score: Raw -1301384.666437 + Penalty 3038.274158 = -1298346.392279
  nChanged 29
		SP:Iteration 27Q (1723.690000 sec): 3 clusters
  Score: Raw -1301391.048990 + Penalty 3038.274158 = -1298352.774832
  nChanged 14
		SP:Iteration 28Q (1723.710000 sec): 3 clusters
  Score: Raw -1301393.014886 + Penalty 3038.274158 = -1298354.740728
  nChanged 8
		SP:Iteration 29Q (1723.740000 sec): 3 clusters
  Score: Raw -1301394.168837 + Penalty 3038.274158 = -1298355.894679
  nChanged 6
		SP:Iteration 30Q (1723.760000 sec): 3 clusters
  Score: Raw -1301395.168900 + Penalty 3038.274158 = -1298356.894742
  nChanged 1
		SP:Iteration 31Q (1723.790000 sec): 3 clusters
  Score: Raw -1301395.226879 + Penalty 3038.274158 = -1298356.952721
  nChanged 0
		SP:Iteration 32F (1723.810000 sec): 3 clusters
  Score: Raw -1301395.226879 + Penalty 3038.274158 = -1298356.952721
  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 12.42 GB.

 Trying to split cluster 41 (1818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1723.830000 sec): 2 clusters
  Score: Raw -196179.560390 + Penalty 1219.642495 = -194959.917895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1723.840000 sec): 3 clusters
  Score: Raw -195454.714924 + Penalty 2439.284989 = -193015.429935
  nChanged 669
		SP:Iteration 1F (1723.840000 sec): 3 clusters
  Score: Raw -196225.381336 + Penalty 2439.284989 = -193786.096346
  nChanged 252
		SP:Iteration 2F (1723.850000 sec): 3 clusters
  Score: Raw -197838.623622 + Penalty 2439.284989 = -195399.338633
  nChanged 335
		SP:Iteration 3F (1723.850000 sec): 3 clusters
  Score: Raw -199530.556256 + Penalty 2439.284989 = -197091.271266
  nChanged 181
		SP:Iteration 4F (1723.860000 sec): 3 clusters
  Score: Raw -200296.255292 + Penalty 2439.284989 = -197856.970302
  nChanged 43
		SP:Iteration 5Q (1723.860000 sec): 3 clusters
  Score: Raw -200504.010436 + Penalty 2439.284989 = -198064.725447
  nChanged 10
		SP:Iteration 6Q (1723.860000 sec): 3 clusters
  Score: Raw -200531.700217 + Penalty 2439.284989 = -198092.415227
  nChanged 6
		SP:Iteration 7Q (1723.870000 sec): 3 clusters
  Score: Raw -200571.012611 + Penalty 2439.284989 = -198131.727622
  nChanged 2
		SP:Iteration 8Q (1723.870000 sec): 3 clusters
  Score: Raw -200591.300310 + Penalty 2439.284989 = -198152.015320
  nChanged 1
		SP:Iteration 9Q (1723.870000 sec): 3 clusters
  Score: Raw -200594.222041 + Penalty 2439.284989 = -198154.937051
  nChanged 1
		SP:Iteration 10Q (1723.870000 sec): 3 clusters
  Score: Raw -200595.432258 + Penalty 2439.284989 = -198156.147269
  nChanged 0
		SP:Iteration 11F (1723.880000 sec): 3 clusters
  Score: Raw -200595.432258 + Penalty 2439.284989 = -198156.147269
  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 12.42 GB.

 Trying to split cluster 42 (10653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1723.920000 sec): 2 clusters
  Score: Raw -1246066.896211 + Penalty 1506.959484 = -1244559.936728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1723.950000 sec): 3 clusters
  Score: Raw -1239907.130623 + Penalty 3013.918967 = -1236893.211656
  nChanged 4654
		SP:Iteration 1F (1723.970000 sec): 3 clusters
  Score: Raw -1242417.685908 + Penalty 3013.918967 = -1239403.766941
  nChanged 627
		SP:Iteration 2F (1724.000000 sec): 3 clusters
  Score: Raw -1242751.040023 + Penalty 3013.918967 = -1239737.121056
  nChanged 609
		SP:Iteration 3F (1724.030000 sec): 3 clusters
  Score: Raw -1243163.517550 + Penalty 3013.918967 = -1240149.598583
  nChanged 659
		SP:Iteration 4F (1724.050000 sec): 3 clusters
  Score: Raw -1243654.687022 + Penalty 3013.918967 = -1240640.768055
  nChanged 723
		SP:Iteration 5F (1724.080000 sec): 3 clusters
  Score: Raw -1244206.257136 + Penalty 3013.918967 = -1241192.338169
  nChanged 746
		SP:Iteration 6F (1724.110000 sec): 3 clusters
  Score: Raw -1244864.840014 + Penalty 3013.918967 = -1241850.921047
  nChanged 753
		SP:Iteration 7F (1724.130000 sec): 3 clusters
  Score: Raw -1245605.264428 + Penalty 3013.918967 = -1242591.345460
  nChanged 657
		SP:Iteration 8F (1724.160000 sec): 3 clusters
  Score: Raw -1246250.109278 + Penalty 3013.918967 = -1243236.190311
  nChanged 509
		SP:Iteration 9Q (1724.190000 sec): 3 clusters
  Score: Raw -1246704.748655 + Penalty 3013.918967 = -1243690.829688
  nChanged 387
		SP:Iteration 10Q (1724.210000 sec): 3 clusters
  Score: Raw -1247027.950371 + Penalty 3013.918967 = -1244014.031404
  nChanged 269
		SP:Iteration 11Q (1724.240000 sec): 3 clusters
  Score: Raw -1247223.047041 + Penalty 3013.918967 = -1244209.128074
  nChanged 183
		SP:Iteration 12Q (1724.260000 sec): 3 clusters
  Score: Raw -1247358.929103 + Penalty 3013.918967 = -1244345.010136
  nChanged 125
		SP:Iteration 13Q (1724.290000 sec): 3 clusters
  Score: Raw -1247416.354679 + Penalty 3013.918967 = -1244402.435712
  nChanged 96
		SP:Iteration 14Q (1724.310000 sec): 3 clusters
  Score: Raw -1247448.227064 + Penalty 3013.918967 = -1244434.308097
  nChanged 52
		SP:Iteration 15Q (1724.330000 sec): 3 clusters
  Score: Raw -1247461.293883 + Penalty 3013.918967 = -1244447.374916
  nChanged 41
		SP:Iteration 16Q (1724.350000 sec): 3 clusters
  Score: Raw -1247469.536361 + Penalty 3013.918967 = -1244455.617394
  nChanged 26
		SP:Iteration 17Q (1724.380000 sec): 3 clusters
  Score: Raw -1247473.422452 + Penalty 3013.918967 = -1244459.503485
  nChanged 16
		SP:Iteration 18Q (1724.400000 sec): 3 clusters
  Score: Raw -1247476.460687 + Penalty 3013.918967 = -1244462.541720
  nChanged 18
		SP:Iteration 19Q (1724.430000 sec): 3 clusters
  Score: Raw -1247479.345110 + Penalty 3013.918967 = -1244465.426143
  nChanged 16
		SP:Iteration 20F (1724.450000 sec): 3 clusters
  Score: Raw -1247481.919378 + Penalty 3013.918967 = -1244468.000411
  nChanged 17
		SP:Iteration 21Q (1724.480000 sec): 3 clusters
  Score: Raw -1247484.774497 + Penalty 3013.918967 = -1244470.855530
  nChanged 13
		SP:Iteration 22Q (1724.500000 sec): 3 clusters
  Score: Raw -1247486.602156 + Penalty 3013.918967 = -1244472.683189
  nChanged 10
		SP:Iteration 23Q (1724.520000 sec): 3 clusters
  Score: Raw -1247487.486791 + Penalty 3013.918967 = -1244473.567824
  nChanged 4
		SP:Iteration 24Q (1724.550000 sec): 3 clusters
  Score: Raw -1247488.275564 + Penalty 3013.918967 = -1244474.356597
  nChanged 7
		SP:Iteration 25Q (1724.570000 sec): 3 clusters
  Score: Raw -1247489.237263 + Penalty 3013.918967 = -1244475.318296
  nChanged 8
		SP:Iteration 26Q (1724.590000 sec): 3 clusters
  Score: Raw -1247490.556452 + Penalty 3013.918967 = -1244476.637485
  nChanged 5
		SP:Iteration 27Q (1724.610000 sec): 3 clusters
  Score: Raw -1247491.243690 + Penalty 3013.918967 = -1244477.324723
  nChanged 7
		SP:Iteration 28Q (1724.640000 sec): 3 clusters
  Score: Raw -1247492.055751 + Penalty 3013.918967 = -1244478.136784
  nChanged 9
		SP:Iteration 29Q (1724.660000 sec): 3 clusters
  Score: Raw -1247493.541768 + Penalty 3013.918967 = -1244479.622801
  nChanged 11
		SP:Iteration 30Q (1724.680000 sec): 3 clusters
  Score: Raw -1247495.070044 + Penalty 3013.918967 = -1244481.151076
  nChanged 10
		SP:Iteration 31Q (1724.710000 sec): 3 clusters
  Score: Raw -1247496.812542 + Penalty 3013.918967 = -1244482.893575
  nChanged 12
		SP:Iteration 32Q (1724.730000 sec): 3 clusters
  Score: Raw -1247498.711056 + Penalty 3013.918967 = -1244484.792089
  nChanged 11
		SP:Iteration 33Q (1724.750000 sec): 3 clusters
  Score: Raw -1247500.384110 + Penalty 3013.918967 = -1244486.465143
  nChanged 9
		SP:Iteration 34Q (1724.770000 sec): 3 clusters
  Score: Raw -1247501.589020 + Penalty 3013.918967 = -1244487.670053
  nChanged 8
		SP:Iteration 35Q (1724.800000 sec): 3 clusters
  Score: Raw -1247502.405997 + Penalty 3013.918967 = -1244488.487030
  nChanged 7
		SP:Iteration 36Q (1724.820000 sec): 3 clusters
  Score: Raw -1247503.248849 + Penalty 3013.918967 = -1244489.329882
  nChanged 5
		SP:Iteration 37Q (1724.840000 sec): 3 clusters
  Score: Raw -1247503.957370 + Penalty 3013.918967 = -1244490.038402
  nChanged 5
		SP:Iteration 38Q (1724.870000 sec): 3 clusters
  Score: Raw -1247504.858301 + Penalty 3013.918967 = -1244490.939334
  nChanged 4
		SP:Iteration 39Q (1724.890000 sec): 3 clusters
  Score: Raw -1247505.402555 + Penalty 3013.918967 = -1244491.483588
  nChanged 4
		SP:Iteration 40F (1724.910000 sec): 3 clusters
  Score: Raw -1247505.999869 + Penalty 3013.918967 = -1244492.080901
  nChanged 4
		SP:Iteration 41Q (1724.940000 sec): 3 clusters
  Score: Raw -1247506.432267 + Penalty 3013.918967 = -1244492.513300
  nChanged 2
		SP:Iteration 42Q (1724.960000 sec): 3 clusters
  Score: Raw -1247506.525121 + Penalty 3013.918967 = -1244492.606154
  nChanged 3
		SP:Iteration 43Q (1724.980000 sec): 3 clusters
  Score: Raw -1247506.781929 + Penalty 3013.918967 = -1244492.862962
  nChanged 3
		SP:Iteration 44Q (1725.010000 sec): 3 clusters
  Score: Raw -1247507.187500 + Penalty 3013.918967 = -1244493.268533
  nChanged 3
		SP:Iteration 45Q (1725.030000 sec): 3 clusters
  Score: Raw -1247507.553684 + Penalty 3013.918967 = -1244493.634717
  nChanged 2
		SP:Iteration 46Q (1725.050000 sec): 3 clusters
  Score: Raw -1247507.893084 + Penalty 3013.918967 = -1244493.974117
  nChanged 4
		SP:Iteration 47Q (1725.070000 sec): 3 clusters
  Score: Raw -1247508.296491 + Penalty 3013.918967 = -1244494.377524
  nChanged 2
		SP:Iteration 48Q (1725.100000 sec): 3 clusters
  Score: Raw -1247508.408168 + Penalty 3013.918967 = -1244494.489201
  nChanged 3
		SP:Iteration 49Q (1725.120000 sec): 3 clusters
  Score: Raw -1247508.776951 + Penalty 3013.918967 = -1244494.857984
  nChanged 3
		SP:Iteration 50Q (1725.140000 sec): 3 clusters
  Score: Raw -1247508.994878 + Penalty 3013.918967 = -1244495.075911
  nChanged 1
		SP:Iteration 51Q (1725.170000 sec): 3 clusters
  Score: Raw -1247509.103925 + Penalty 3013.918967 = -1244495.184958
  nChanged 3
		SP:Iteration 52Q (1725.190000 sec): 3 clusters
  Score: Raw -1247509.454159 + Penalty 3013.918967 = -1244495.535192
  nChanged 1
		SP:Iteration 53Q (1725.210000 sec): 3 clusters
  Score: Raw -1247509.577122 + Penalty 3013.918967 = -1244495.658155
  nChanged 0
		SP:Iteration 54F (1725.240000 sec): 3 clusters
  Score: Raw -1247509.577122 + Penalty 3013.918967 = -1244495.658155
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (15151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1725.280000 sec): 2 clusters
  Score: Raw -1612008.136368 + Penalty 1564.196045 = -1610443.940323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1725.320000 sec): 3 clusters
  Score: Raw -1603174.778350 + Penalty 3128.392090 = -1600046.386260
  nChanged 6719
		SP:Iteration 1F (1725.360000 sec): 3 clusters
  Score: Raw -1607171.937033 + Penalty 3128.392090 = -1604043.544943
  nChanged 1109
		SP:Iteration 2F (1725.400000 sec): 3 clusters
  Score: Raw -1608021.044625 + Penalty 3128.392090 = -1604892.652535
  nChanged 1140
		SP:Iteration 3F (1725.440000 sec): 3 clusters
  Score: Raw -1608989.117133 + Penalty 3128.392090 = -1605860.725043
  nChanged 1168
		SP:Iteration 4F (1725.480000 sec): 3 clusters
  Score: Raw -1610000.166337 + Penalty 3128.392090 = -1606871.774247
  nChanged 1077
		SP:Iteration 5F (1725.510000 sec): 3 clusters
  Score: Raw -1610838.919815 + Penalty 3128.392090 = -1607710.527725
  nChanged 893
		SP:Iteration 6F (1725.550000 sec): 3 clusters
  Score: Raw -1611448.179384 + Penalty 3128.392090 = -1608319.787294
  nChanged 734
		SP:Iteration 7Q (1725.590000 sec): 3 clusters
  Score: Raw -1611873.576465 + Penalty 3128.392090 = -1608745.184375
  nChanged 566
		SP:Iteration 8Q (1725.630000 sec): 3 clusters
  Score: Raw -1612202.507281 + Penalty 3128.392090 = -1609074.115191
  nChanged 500
		SP:Iteration 9Q (1725.670000 sec): 3 clusters
  Score: Raw -1612481.843560 + Penalty 3128.392090 = -1609353.451470
  nChanged 449
		SP:Iteration 10Q (1725.710000 sec): 3 clusters
  Score: Raw -1612764.304062 + Penalty 3128.392090 = -1609635.911972
  nChanged 365
		SP:Iteration 11Q (1725.750000 sec): 3 clusters
  Score: Raw -1612981.033009 + Penalty 3128.392090 = -1609852.640919
  nChanged 359
		SP:Iteration 12Q (1725.790000 sec): 3 clusters
  Score: Raw -1613176.652025 + Penalty 3128.392090 = -1610048.259935
  nChanged 297
		SP:Iteration 13Q (1725.820000 sec): 3 clusters
  Score: Raw -1613310.931871 + Penalty 3128.392090 = -1610182.539781
  nChanged 250
		SP:Iteration 14Q (1725.860000 sec): 3 clusters
  Score: Raw -1613404.811791 + Penalty 3128.392090 = -1610276.419701
  nChanged 236
		SP:Iteration 15Q (1725.900000 sec): 3 clusters
  Score: Raw -1613496.295994 + Penalty 3128.392090 = -1610367.903904
  nChanged 213
		SP:Iteration 16Q (1725.930000 sec): 3 clusters
  Score: Raw -1613573.817961 + Penalty 3128.392090 = -1610445.425871
  nChanged 186
		SP:Iteration 17Q (1725.970000 sec): 3 clusters
  Score: Raw -1613629.598718 + Penalty 3128.392090 = -1610501.206628
  nChanged 155
		SP:Iteration 18Q (1726.010000 sec): 3 clusters
  Score: Raw -1613676.683663 + Penalty 3128.392090 = -1610548.291573
  nChanged 129
		SP:Iteration 19Q (1726.040000 sec): 3 clusters
  Score: Raw -1613714.058089 + Penalty 3128.392090 = -1610585.665999
  nChanged 117
		SP:Iteration 20F (1726.080000 sec): 3 clusters
  Score: Raw -1613744.900986 + Penalty 3128.392090 = -1610616.508896
  nChanged 101
		SP:Iteration 21Q (1726.120000 sec): 3 clusters
  Score: Raw -1613775.753689 + Penalty 3128.392090 = -1610647.361599
  nChanged 89
		SP:Iteration 22Q (1726.150000 sec): 3 clusters
  Score: Raw -1613803.140852 + Penalty 3128.392090 = -1610674.748762
  nChanged 85
		SP:Iteration 23Q (1726.190000 sec): 3 clusters
  Score: Raw -1613820.821460 + Penalty 3128.392090 = -1610692.429370
  nChanged 63
		SP:Iteration 24Q (1726.220000 sec): 3 clusters
  Score: Raw -1613831.548773 + Penalty 3128.392090 = -1610703.156683
  nChanged 48
		SP:Iteration 25Q (1726.260000 sec): 3 clusters
  Score: Raw -1613840.699698 + Penalty 3128.392090 = -1610712.307608
  nChanged 46
		SP:Iteration 26Q (1726.290000 sec): 3 clusters
  Score: Raw -1613848.673968 + Penalty 3128.392090 = -1610720.281878
  nChanged 37
		SP:Iteration 27Q (1726.330000 sec): 3 clusters
  Score: Raw -1613857.440980 + Penalty 3128.392090 = -1610729.048890
  nChanged 36
		SP:Iteration 28Q (1726.370000 sec): 3 clusters
  Score: Raw -1613867.170261 + Penalty 3128.392090 = -1610738.778171
  nChanged 43
		SP:Iteration 29Q (1726.400000 sec): 3 clusters
  Score: Raw -1613874.577885 + Penalty 3128.392090 = -1610746.185795
  nChanged 37
		SP:Iteration 30Q (1726.430000 sec): 3 clusters
  Score: Raw -1613882.061730 + Penalty 3128.392090 = -1610753.669640
  nChanged 28
		SP:Iteration 31Q (1726.470000 sec): 3 clusters
  Score: Raw -1613888.449251 + Penalty 3128.392090 = -1610760.057161
  nChanged 36
		SP:Iteration 32Q (1726.510000 sec): 3 clusters
  Score: Raw -1613894.871426 + Penalty 3128.392090 = -1610766.479336
  nChanged 35
		SP:Iteration 33Q (1726.540000 sec): 3 clusters
  Score: Raw -1613903.074961 + Penalty 3128.392090 = -1610774.682871
  nChanged 34
		SP:Iteration 34Q (1726.570000 sec): 3 clusters
  Score: Raw -1613908.347393 + Penalty 3128.392090 = -1610779.955303
  nChanged 29
		SP:Iteration 35Q (1726.610000 sec): 3 clusters
  Score: Raw -1613913.286247 + Penalty 3128.392090 = -1610784.894157
  nChanged 27
		SP:Iteration 36Q (1726.640000 sec): 3 clusters
  Score: Raw -1613921.260450 + Penalty 3128.392090 = -1610792.868360
  nChanged 31
		SP:Iteration 37Q (1726.680000 sec): 3 clusters
  Score: Raw -1613926.950548 + Penalty 3128.392090 = -1610798.558458
  nChanged 31
		SP:Iteration 38Q (1726.710000 sec): 3 clusters
  Score: Raw -1613932.444667 + Penalty 3128.392090 = -1610804.052577
  nChanged 21
		SP:Iteration 39Q (1726.750000 sec): 3 clusters
  Score: Raw -1613935.949294 + Penalty 3128.392090 = -1610807.557204
  nChanged 24
		SP:Iteration 40F (1726.790000 sec): 3 clusters
  Score: Raw -1613939.032815 + Penalty 3128.392090 = -1610810.640725
  nChanged 17
		SP:Iteration 41Q (1726.820000 sec): 3 clusters
  Score: Raw -1613941.804239 + Penalty 3128.392090 = -1610813.412149
  nChanged 18
		SP:Iteration 42Q (1726.860000 sec): 3 clusters
  Score: Raw -1613945.743834 + Penalty 3128.392090 = -1610817.351744
  nChanged 22
		SP:Iteration 43Q (1726.890000 sec): 3 clusters
  Score: Raw -1613949.928670 + Penalty 3128.392090 = -1610821.536580
  nChanged 24
		SP:Iteration 44Q (1726.930000 sec): 3 clusters
  Score: Raw -1613954.117627 + Penalty 3128.392090 = -1610825.725537
  nChanged 20
		SP:Iteration 45Q (1726.970000 sec): 3 clusters
  Score: Raw -1613957.637967 + Penalty 3128.392090 = -1610829.245877
  nChanged 19
		SP:Iteration 46Q (1727.000000 sec): 3 clusters
  Score: Raw -1613961.566866 + Penalty 3128.392090 = -1610833.174776
  nChanged 25
		SP:Iteration 47Q (1727.040000 sec): 3 clusters
  Score: Raw -1613966.057026 + Penalty 3128.392090 = -1610837.664936
  nChanged 21
		SP:Iteration 48Q (1727.070000 sec): 3 clusters
  Score: Raw -1613970.186169 + Penalty 3128.392090 = -1610841.794079
  nChanged 14
		SP:Iteration 49Q (1727.110000 sec): 3 clusters
  Score: Raw -1613972.287638 + Penalty 3128.392090 = -1610843.895548
  nChanged 13
		SP:Iteration 50Q (1727.140000 sec): 3 clusters
  Score: Raw -1613973.918419 + Penalty 3128.392090 = -1610845.526329
  nChanged 7
		SP:Iteration 51Q (1727.180000 sec): 3 clusters
  Score: Raw -1613974.747668 + Penalty 3128.392090 = -1610846.355578
  nChanged 9
		SP:Iteration 52Q (1727.210000 sec): 3 clusters
  Score: Raw -1613975.365518 + Penalty 3128.392090 = -1610846.973428
  nChanged 6
		SP:Iteration 53Q (1727.250000 sec): 3 clusters
  Score: Raw -1613975.819346 + Penalty 3128.392090 = -1610847.427256
  nChanged 3
		SP:Iteration 54Q (1727.280000 sec): 3 clusters
  Score: Raw -1613976.310821 + Penalty 3128.392090 = -1610847.918731
  nChanged 5
		SP:Iteration 55Q (1727.320000 sec): 3 clusters
  Score: Raw -1613976.822879 + Penalty 3128.392090 = -1610848.430789
  nChanged 3
		SP:Iteration 56Q (1727.350000 sec): 3 clusters
  Score: Raw -1613977.232432 + Penalty 3128.392090 = -1610848.840342
  nChanged 4
		SP:Iteration 57Q (1727.390000 sec): 3 clusters
  Score: Raw -1613977.672636 + Penalty 3128.392090 = -1610849.280546
  nChanged 3
		SP:Iteration 58Q (1727.420000 sec): 3 clusters
  Score: Raw -1613977.851805 + Penalty 3128.392090 = -1610849.459715
  nChanged 1
		SP:Iteration 59Q (1727.460000 sec): 3 clusters
  Score: Raw -1613977.926120 + Penalty 3128.392090 = -1610849.534030
  nChanged 1
		SP:Iteration 60F (1727.490000 sec): 3 clusters
  Score: Raw -1613977.993226 + Penalty 3128.392090 = -1610849.601136
  nChanged 1
		SP:Iteration 61Q (1727.530000 sec): 3 clusters
  Score: Raw -1613978.116162 + Penalty 3128.392090 = -1610849.724072
  nChanged 0
		SP:Iteration 62F (1727.570000 sec): 3 clusters
  Score: Raw -1613978.116162 + Penalty 3128.392090 = -1610849.724072
  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 12.42 GB.

 Trying to split cluster 44 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1727.590000 sec): 2 clusters
  Score: Raw -377757.962618 + Penalty 1333.614170 = -376424.348449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1727.600000 sec): 3 clusters
  Score: Raw -375935.908148 + Penalty 2667.228339 = -373268.679809
  nChanged 1464
		SP:Iteration 1F (1727.610000 sec): 3 clusters
  Score: Raw -377349.240693 + Penalty 2667.228339 = -374682.012354
  nChanged 484
		SP:Iteration 2F (1727.620000 sec): 3 clusters
  Score: Raw -378239.985824 + Penalty 2667.228339 = -375572.757485
  nChanged 425
		SP:Iteration 3F (1727.630000 sec): 3 clusters
  Score: Raw -378801.120076 + Penalty 2667.228339 = -376133.891737
  nChanged 275
		SP:Iteration 4F (1727.640000 sec): 3 clusters
  Score: Raw -379054.360082 + Penalty 2667.228339 = -376387.131742
  nChanged 142
		SP:Iteration 5Q (1727.650000 sec): 3 clusters
  Score: Raw -379158.214393 + Penalty 2667.228339 = -376490.986054
  nChanged 74
		SP:Iteration 6Q (1727.660000 sec): 3 clusters
  Score: Raw -379192.404841 + Penalty 2667.228339 = -376525.176502
  nChanged 50
		SP:Iteration 7Q (1727.670000 sec): 3 clusters
  Score: Raw -379215.182944 + Penalty 2667.228339 = -376547.954605
  nChanged 30
		SP:Iteration 8Q (1727.670000 sec): 3 clusters
  Score: Raw -379222.228306 + Penalty 2667.228339 = -376554.999966
  nChanged 20
		SP:Iteration 9Q (1727.680000 sec): 3 clusters
  Score: Raw -379228.363505 + Penalty 2667.228339 = -376561.135166
  nChanged 9
		SP:Iteration 10Q (1727.690000 sec): 3 clusters
  Score: Raw -379231.397661 + Penalty 2667.228339 = -376564.169322
  nChanged 12
		SP:Iteration 11Q (1727.700000 sec): 3 clusters
  Score: Raw -379236.021061 + Penalty 2667.228339 = -376568.792722
  nChanged 14
		SP:Iteration 12Q (1727.710000 sec): 3 clusters
  Score: Raw -379241.800462 + Penalty 2667.228339 = -376574.572123
  nChanged 8
		SP:Iteration 13Q (1727.710000 sec): 3 clusters
  Score: Raw -379245.622849 + Penalty 2667.228339 = -376578.394510
  nChanged 9
		SP:Iteration 14Q (1727.720000 sec): 3 clusters
  Score: Raw -379248.449474 + Penalty 2667.228339 = -376581.221135
  nChanged 6
		SP:Iteration 15Q (1727.730000 sec): 3 clusters
  Score: Raw -379251.959468 + Penalty 2667.228339 = -376584.731129
  nChanged 14
		SP:Iteration 16Q (1727.740000 sec): 3 clusters
  Score: Raw -379256.768126 + Penalty 2667.228339 = -376589.539786
  nChanged 8
		SP:Iteration 17Q (1727.750000 sec): 3 clusters
  Score: Raw -379259.706379 + Penalty 2667.228339 = -376592.478040
  nChanged 7
		SP:Iteration 18Q (1727.750000 sec): 3 clusters
  Score: Raw -379261.130538 + Penalty 2667.228339 = -376593.902199
  nChanged 3
		SP:Iteration 19Q (1727.770000 sec): 3 clusters
  Score: Raw -379262.203577 + Penalty 2667.228339 = -376594.975238
  nChanged 2
		SP:Iteration 20F (1727.770000 sec): 3 clusters
  Score: Raw -379262.509040 + Penalty 2667.228339 = -376595.280700
  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 12.42 GB.

 Trying to split cluster 45 (11783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1727.810000 sec): 2 clusters
  Score: Raw -1360633.886056 + Penalty 1523.342128 = -1359110.543928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1727.850000 sec): 3 clusters
  Score: Raw -1353980.166448 + Penalty 3046.684255 = -1350933.482192
  nChanged 5102
		SP:Iteration 1F (1727.880000 sec): 3 clusters
  Score: Raw -1356773.107918 + Penalty 3046.684255 = -1353726.423662
  nChanged 665
		SP:Iteration 2F (1727.910000 sec): 3 clusters
  Score: Raw -1357039.596278 + Penalty 3046.684255 = -1353992.912023
  nChanged 602
		SP:Iteration 3F (1727.930000 sec): 3 clusters
  Score: Raw -1357327.492427 + Penalty 3046.684255 = -1354280.808172
  nChanged 659
		SP:Iteration 4F (1727.970000 sec): 3 clusters
  Score: Raw -1357723.415861 + Penalty 3046.684255 = -1354676.731606
  nChanged 725
		SP:Iteration 5F (1727.990000 sec): 3 clusters
  Score: Raw -1358187.723347 + Penalty 3046.684255 = -1355141.039091
  nChanged 731
		SP:Iteration 6F (1728.030000 sec): 3 clusters
  Score: Raw -1358667.279219 + Penalty 3046.684255 = -1355620.594964
  nChanged 676
		SP:Iteration 7F (1728.050000 sec): 3 clusters
  Score: Raw -1359106.640929 + Penalty 3046.684255 = -1356059.956674
  nChanged 571
		SP:Iteration 8Q (1728.090000 sec): 3 clusters
  Score: Raw -1359427.011310 + Penalty 3046.684255 = -1356380.327055
  nChanged 436
		SP:Iteration 9Q (1728.110000 sec): 3 clusters
  Score: Raw -1359637.189776 + Penalty 3046.684255 = -1356590.505521
  nChanged 339
		SP:Iteration 10Q (1728.140000 sec): 3 clusters
  Score: Raw -1359777.330466 + Penalty 3046.684255 = -1356730.646211
  nChanged 263
		SP:Iteration 11Q (1728.170000 sec): 3 clusters
  Score: Raw -1359877.227012 + Penalty 3046.684255 = -1356830.542756
  nChanged 206
		SP:Iteration 12Q (1728.210000 sec): 3 clusters
  Score: Raw -1359950.674579 + Penalty 3046.684255 = -1356903.990324
  nChanged 170
		SP:Iteration 13Q (1728.230000 sec): 3 clusters
  Score: Raw -1360003.566190 + Penalty 3046.684255 = -1356956.881934
  nChanged 148
		SP:Iteration 14Q (1728.270000 sec): 3 clusters
  Score: Raw -1360055.189224 + Penalty 3046.684255 = -1357008.504968
  nChanged 143
		SP:Iteration 15Q (1728.290000 sec): 3 clusters
  Score: Raw -1360104.667623 + Penalty 3046.684255 = -1357057.983368
  nChanged 125
		SP:Iteration 16Q (1728.330000 sec): 3 clusters
  Score: Raw -1360152.323080 + Penalty 3046.684255 = -1357105.638825
  nChanged 125
		SP:Iteration 17Q (1728.360000 sec): 3 clusters
  Score: Raw -1360196.126898 + Penalty 3046.684255 = -1357149.442642
  nChanged 122
		SP:Iteration 18Q (1728.390000 sec): 3 clusters
  Score: Raw -1360244.059610 + Penalty 3046.684255 = -1357197.375354
  nChanged 109
		SP:Iteration 19Q (1728.420000 sec): 3 clusters
  Score: Raw -1360288.644702 + Penalty 3046.684255 = -1357241.960447
  nChanged 108
		SP:Iteration 20F (1728.450000 sec): 3 clusters
  Score: Raw -1360328.890494 + Penalty 3046.684255 = -1357282.206238
  nChanged 97
		SP:Iteration 21Q (1728.480000 sec): 3 clusters
  Score: Raw -1360367.703526 + Penalty 3046.684255 = -1357321.019271
  nChanged 90
		SP:Iteration 22Q (1728.510000 sec): 3 clusters
  Score: Raw -1360409.420041 + Penalty 3046.684255 = -1357362.735786
  nChanged 87
		SP:Iteration 23Q (1728.540000 sec): 3 clusters
  Score: Raw -1360446.741531 + Penalty 3046.684255 = -1357400.057275
  nChanged 71
		SP:Iteration 24Q (1728.570000 sec): 3 clusters
  Score: Raw -1360481.454779 + Penalty 3046.684255 = -1357434.770524
  nChanged 68
		SP:Iteration 25Q (1728.590000 sec): 3 clusters
  Score: Raw -1360517.902149 + Penalty 3046.684255 = -1357471.217893
  nChanged 54
		SP:Iteration 26Q (1728.620000 sec): 3 clusters
  Score: Raw -1360545.863857 + Penalty 3046.684255 = -1357499.179601
  nChanged 47
		SP:Iteration 27Q (1728.650000 sec): 3 clusters
  Score: Raw -1360570.731142 + Penalty 3046.684255 = -1357524.046886
  nChanged 47
		SP:Iteration 28Q (1728.680000 sec): 3 clusters
  Score: Raw -1360596.162854 + Penalty 3046.684255 = -1357549.478599
  nChanged 53
		SP:Iteration 29Q (1728.710000 sec): 3 clusters
  Score: Raw -1360625.487006 + Penalty 3046.684255 = -1357578.802750
  nChanged 37
		SP:Iteration 30Q (1728.730000 sec): 3 clusters
  Score: Raw -1360646.685675 + Penalty 3046.684255 = -1357600.001420
  nChanged 35
		SP:Iteration 31Q (1728.760000 sec): 3 clusters
  Score: Raw -1360668.708403 + Penalty 3046.684255 = -1357622.024148
  nChanged 29
		SP:Iteration 32Q (1728.790000 sec): 3 clusters
  Score: Raw -1360689.499521 + Penalty 3046.684255 = -1357642.815266
  nChanged 26
		SP:Iteration 33Q (1728.820000 sec): 3 clusters
  Score: Raw -1360704.480484 + Penalty 3046.684255 = -1357657.796228
  nChanged 22
		SP:Iteration 34Q (1728.840000 sec): 3 clusters
  Score: Raw -1360718.126720 + Penalty 3046.684255 = -1357671.442465
  nChanged 22
		SP:Iteration 35Q (1728.870000 sec): 3 clusters
  Score: Raw -1360730.986885 + Penalty 3046.684255 = -1357684.302629
  nChanged 26
		SP:Iteration 36Q (1728.900000 sec): 3 clusters
  Score: Raw -1360746.816433 + Penalty 3046.684255 = -1357700.132178
  nChanged 25
		SP:Iteration 37Q (1728.920000 sec): 3 clusters
  Score: Raw -1360760.479524 + Penalty 3046.684255 = -1357713.795268
  nChanged 20
		SP:Iteration 38Q (1728.950000 sec): 3 clusters
  Score: Raw -1360771.159393 + Penalty 3046.684255 = -1357724.475138
  nChanged 12
		SP:Iteration 39Q (1728.970000 sec): 3 clusters
  Score: Raw -1360777.329011 + Penalty 3046.684255 = -1357730.644756
  nChanged 8
		SP:Iteration 40F (1729.010000 sec): 3 clusters
  Score: Raw -1360783.062865 + Penalty 3046.684255 = -1357736.378609
  nChanged 11
		SP:Iteration 41Q (1729.030000 sec): 3 clusters
  Score: Raw -1360789.359067 + Penalty 3046.684255 = -1357742.674811
  nChanged 9
		SP:Iteration 42Q (1729.050000 sec): 3 clusters
  Score: Raw -1360793.004886 + Penalty 3046.684255 = -1357746.320631
  nChanged 6
		SP:Iteration 43Q (1729.080000 sec): 3 clusters
  Score: Raw -1360795.561451 + Penalty 3046.684255 = -1357748.877196
  nChanged 2
		SP:Iteration 44Q (1729.110000 sec): 3 clusters
  Score: Raw -1360796.531239 + Penalty 3046.684255 = -1357749.846984
  nChanged 3
		SP:Iteration 45Q (1729.130000 sec): 3 clusters
  Score: Raw -1360799.381750 + Penalty 3046.684255 = -1357752.697495
  nChanged 7
		SP:Iteration 46Q (1729.160000 sec): 3 clusters
  Score: Raw -1360803.448162 + Penalty 3046.684255 = -1357756.763907
  nChanged 5
		SP:Iteration 47Q (1729.180000 sec): 3 clusters
  Score: Raw -1360806.208982 + Penalty 3046.684255 = -1357759.524726
  nChanged 4
		SP:Iteration 48Q (1729.210000 sec): 3 clusters
  Score: Raw -1360808.007175 + Penalty 3046.684255 = -1357761.322919
  nChanged 5
		SP:Iteration 49Q (1729.230000 sec): 3 clusters
  Score: Raw -1360810.684834 + Penalty 3046.684255 = -1357764.000578
  nChanged 5
		SP:Iteration 50Q (1729.260000 sec): 3 clusters
  Score: Raw -1360813.516783 + Penalty 3046.684255 = -1357766.832527
  nChanged 4
		SP:Iteration 51Q (1729.280000 sec): 3 clusters
  Score: Raw -1360816.246136 + Penalty 3046.684255 = -1357769.561881
  nChanged 3
		SP:Iteration 52Q (1729.310000 sec): 3 clusters
  Score: Raw -1360817.769429 + Penalty 3046.684255 = -1357771.085174
  nChanged 0
		SP:Iteration 53F (1729.340000 sec): 3 clusters
  Score: Raw -1360817.769429 + Penalty 3046.684255 = -1357771.085174
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1729.360000 sec): 2 clusters
  Score: Raw -500033.474162 + Penalty 1367.643432 = -498665.830730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1729.370000 sec): 3 clusters
  Score: Raw -497787.003103 + Penalty 2735.286864 = -495051.716239
  nChanged 1777
		SP:Iteration 1F (1729.380000 sec): 3 clusters
  Score: Raw -498889.067312 + Penalty 2735.286864 = -496153.780448
  nChanged 356
		SP:Iteration 2F (1729.390000 sec): 3 clusters
  Score: Raw -499122.707483 + Penalty 2735.286864 = -496387.420620
  nChanged 269
		SP:Iteration 3F (1729.400000 sec): 3 clusters
  Score: Raw -499292.388566 + Penalty 2735.286864 = -496557.101703
  nChanged 213
		SP:Iteration 4Q (1729.410000 sec): 3 clusters
  Score: Raw -499412.404544 + Penalty 2735.286864 = -496677.117681
  nChanged 194
		SP:Iteration 5Q (1729.430000 sec): 3 clusters
  Score: Raw -499537.756086 + Penalty 2735.286864 = -496802.469222
  nChanged 185
		SP:Iteration 6Q (1729.430000 sec): 3 clusters
  Score: Raw -499664.058999 + Penalty 2735.286864 = -496928.772135
  nChanged 201
		SP:Iteration 7Q (1729.450000 sec): 3 clusters
  Score: Raw -499795.796111 + Penalty 2735.286864 = -497060.509247
  nChanged 189
		SP:Iteration 8Q (1729.460000 sec): 3 clusters
  Score: Raw -499922.665232 + Penalty 2735.286864 = -497187.378368
  nChanged 180
		SP:Iteration 9Q (1729.470000 sec): 3 clusters
  Score: Raw -500033.092832 + Penalty 2735.286864 = -497297.805969
  nChanged 159
		SP:Iteration 10Q (1729.480000 sec): 3 clusters
  Score: Raw -500133.462617 + Penalty 2735.286864 = -497398.175754
  nChanged 141
		SP:Iteration 11Q (1729.490000 sec): 3 clusters
  Score: Raw -500206.011433 + Penalty 2735.286864 = -497470.724569
  nChanged 101
		SP:Iteration 12Q (1729.500000 sec): 3 clusters
  Score: Raw -500256.129931 + Penalty 2735.286864 = -497520.843067
  nChanged 79
		SP:Iteration 13Q (1729.510000 sec): 3 clusters
  Score: Raw -500294.212454 + Penalty 2735.286864 = -497558.925590
  nChanged 73
		SP:Iteration 14Q (1729.520000 sec): 3 clusters
  Score: Raw -500321.318552 + Penalty 2735.286864 = -497586.031689
  nChanged 52
		SP:Iteration 15Q (1729.530000 sec): 3 clusters
  Score: Raw -500339.038663 + Penalty 2735.286864 = -497603.751800
  nChanged 36
		SP:Iteration 16Q (1729.550000 sec): 3 clusters
  Score: Raw -500351.581811 + Penalty 2735.286864 = -497616.294948
  nChanged 40
		SP:Iteration 17Q (1729.560000 sec): 3 clusters
  Score: Raw -500362.300843 + Penalty 2735.286864 = -497627.013980
  nChanged 25
		SP:Iteration 18Q (1729.570000 sec): 3 clusters
  Score: Raw -500367.567898 + Penalty 2735.286864 = -497632.281034
  nChanged 13
		SP:Iteration 19Q (1729.580000 sec): 3 clusters
  Score: Raw -500371.465706 + Penalty 2735.286864 = -497636.178842
  nChanged 17
		SP:Iteration 20F (1729.590000 sec): 3 clusters
  Score: Raw -500375.761857 + Penalty 2735.286864 = -497640.474993
  nChanged 12
		SP:Iteration 21Q (1729.600000 sec): 3 clusters
  Score: Raw -500379.345007 + Penalty 2735.286864 = -497644.058143
  nChanged 16
		SP:Iteration 22Q (1729.610000 sec): 3 clusters
  Score: Raw -500383.795465 + Penalty 2735.286864 = -497648.508601
  nChanged 12
		SP:Iteration 23Q (1729.620000 sec): 3 clusters
  Score: Raw -500387.743653 + Penalty 2735.286864 = -497652.456790
  nChanged 12
		SP:Iteration 24Q (1729.630000 sec): 3 clusters
  Score: Raw -500392.415514 + Penalty 2735.286864 = -497657.128650
  nChanged 11
		SP:Iteration 25Q (1729.650000 sec): 3 clusters
  Score: Raw -500396.617536 + Penalty 2735.286864 = -497661.330672
  nChanged 17
		SP:Iteration 26Q (1729.660000 sec): 3 clusters
  Score: Raw -500401.223581 + Penalty 2735.286864 = -497665.936717
  nChanged 15
		SP:Iteration 27Q (1729.670000 sec): 3 clusters
  Score: Raw -500404.813145 + Penalty 2735.286864 = -497669.526281
  nChanged 12
		SP:Iteration 28Q (1729.680000 sec): 3 clusters
  Score: Raw -500408.198205 + Penalty 2735.286864 = -497672.911341
  nChanged 10
		SP:Iteration 29Q (1729.690000 sec): 3 clusters
  Score: Raw -500411.766570 + Penalty 2735.286864 = -497676.479706
  nChanged 12
		SP:Iteration 30Q (1729.700000 sec): 3 clusters
  Score: Raw -500416.028107 + Penalty 2735.286864 = -497680.741244
  nChanged 12
		SP:Iteration 31Q (1729.710000 sec): 3 clusters
  Score: Raw -500419.234691 + Penalty 2735.286864 = -497683.947827
  nChanged 12
		SP:Iteration 32Q (1729.720000 sec): 3 clusters
  Score: Raw -500422.721907 + Penalty 2735.286864 = -497687.435043
  nChanged 15
		SP:Iteration 33Q (1729.730000 sec): 3 clusters
  Score: Raw -500426.335911 + Penalty 2735.286864 = -497691.049048
  nChanged 11
		SP:Iteration 34Q (1729.750000 sec): 3 clusters
  Score: Raw -500429.573768 + Penalty 2735.286864 = -497694.286904
  nChanged 10
		SP:Iteration 35Q (1729.760000 sec): 3 clusters
  Score: Raw -500431.901133 + Penalty 2735.286864 = -497696.614269
  nChanged 6
		SP:Iteration 36Q (1729.770000 sec): 3 clusters
  Score: Raw -500433.430938 + Penalty 2735.286864 = -497698.144074
  nChanged 9
		SP:Iteration 37Q (1729.780000 sec): 3 clusters
  Score: Raw -500435.802053 + Penalty 2735.286864 = -497700.515190
  nChanged 8
		SP:Iteration 38Q (1729.800000 sec): 3 clusters
  Score: Raw -500437.826948 + Penalty 2735.286864 = -497702.540084
  nChanged 6
		SP:Iteration 39Q (1729.800000 sec): 3 clusters
  Score: Raw -500439.517191 + Penalty 2735.286864 = -497704.230327
  nChanged 8
		SP:Iteration 40F (1729.820000 sec): 3 clusters
  Score: Raw -500442.783229 + Penalty 2735.286864 = -497707.496366
  nChanged 11
		SP:Iteration 41Q (1729.830000 sec): 3 clusters
  Score: Raw -500446.476104 + Penalty 2735.286864 = -497711.189240
  nChanged 9
		SP:Iteration 42Q (1729.840000 sec): 3 clusters
  Score: Raw -500449.130335 + Penalty 2735.286864 = -497713.843471
  nChanged 4
		SP:Iteration 43Q (1729.850000 sec): 3 clusters
  Score: Raw -500449.985593 + Penalty 2735.286864 = -497714.698729
  nChanged 5
		SP:Iteration 44Q (1729.860000 sec): 3 clusters
  Score: Raw -500450.693222 + Penalty 2735.286864 = -497715.406358
  nChanged 3
		SP:Iteration 45Q (1729.870000 sec): 3 clusters
  Score: Raw -500451.154166 + Penalty 2735.286864 = -497715.867302
  nChanged 0
		SP:Iteration 46F (1729.880000 sec): 3 clusters
  Score: Raw -500451.154166 + Penalty 2735.286864 = -497715.867302
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (1945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1729.890000 sec): 2 clusters
  Score: Raw -207808.918904 + Penalty 1230.615304 = -206578.303600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1729.900000 sec): 3 clusters
  Score: Raw -207017.550681 + Penalty 2461.230608 = -204556.320073
  nChanged 695
		SP:Iteration 1F (1729.900000 sec): 3 clusters
  Score: Raw -207561.491522 + Penalty 2461.230608 = -205100.260914
  nChanged 170
		SP:Iteration 2F (1729.910000 sec): 3 clusters
  Score: Raw -207734.953905 + Penalty 2461.230608 = -205273.723297
  nChanged 126
		SP:Iteration 3F (1729.910000 sec): 3 clusters
  Score: Raw -207900.144435 + Penalty 2461.230608 = -205438.913827
  nChanged 92
		SP:Iteration 4Q (1729.920000 sec): 3 clusters
  Score: Raw -208086.589783 + Penalty 2461.230608 = -205625.359175
  nChanged 85
		SP:Iteration 5Q (1729.920000 sec): 3 clusters
  Score: Raw -208191.115010 + Penalty 2461.230608 = -205729.884402
  nChanged 84
		SP:Iteration 6Q (1729.930000 sec): 3 clusters
  Score: Raw -208305.327309 + Penalty 2461.230608 = -205844.096701
  nChanged 89
		SP:Iteration 7Q (1729.930000 sec): 3 clusters
  Score: Raw -208411.762141 + Penalty 2461.230608 = -205950.531533
  nChanged 61
		SP:Iteration 8Q (1729.940000 sec): 3 clusters
  Score: Raw -208474.657297 + Penalty 2461.230608 = -206013.426689
  nChanged 51
		SP:Iteration 9Q (1729.940000 sec): 3 clusters
  Score: Raw -208528.854193 + Penalty 2461.230608 = -206067.623585
  nChanged 38
		SP:Iteration 10Q (1729.940000 sec): 3 clusters
  Score: Raw -208570.451181 + Penalty 2461.230608 = -206109.220572
  nChanged 30
		SP:Iteration 11Q (1729.950000 sec): 3 clusters
  Score: Raw -208604.918095 + Penalty 2461.230608 = -206143.687487
  nChanged 34
		SP:Iteration 12Q (1729.950000 sec): 3 clusters
  Score: Raw -208638.499718 + Penalty 2461.230608 = -206177.269110
  nChanged 28
		SP:Iteration 13Q (1729.960000 sec): 3 clusters
  Score: Raw -208667.736674 + Penalty 2461.230608 = -206206.506066
  nChanged 22
		SP:Iteration 14Q (1729.960000 sec): 3 clusters
  Score: Raw -208686.419606 + Penalty 2461.230608 = -206225.188998
  nChanged 17
		SP:Iteration 15Q (1729.960000 sec): 3 clusters
  Score: Raw -208703.376110 + Penalty 2461.230608 = -206242.145502
  nChanged 13
		SP:Iteration 16Q (1729.970000 sec): 3 clusters
  Score: Raw -208717.135455 + Penalty 2461.230608 = -206255.904847
  nChanged 16
		SP:Iteration 17Q (1729.970000 sec): 3 clusters
  Score: Raw -208727.753363 + Penalty 2461.230608 = -206266.522755
  nChanged 11
		SP:Iteration 18Q (1729.980000 sec): 3 clusters
  Score: Raw -208738.832973 + Penalty 2461.230608 = -206277.602365
  nChanged 10
		SP:Iteration 19Q (1729.980000 sec): 3 clusters
  Score: Raw -208749.504163 + Penalty 2461.230608 = -206288.273555
  nChanged 9
		SP:Iteration 20F (1729.990000 sec): 3 clusters
  Score: Raw -208757.457466 + Penalty 2461.230608 = -206296.226857
  nChanged 9
		SP:Iteration 21Q (1729.990000 sec): 3 clusters
  Score: Raw -208761.215246 + Penalty 2461.230608 = -206299.984638
  nChanged 2
		SP:Iteration 22Q (1730.000000 sec): 3 clusters
  Score: Raw -208761.946522 + Penalty 2461.230608 = -206300.715914
  nChanged 1
		SP:Iteration 23Q (1730.000000 sec): 3 clusters
  Score: Raw -208762.502133 + Penalty 2461.230608 = -206301.271525
  nChanged 1
		SP:Iteration 24Q (1730.000000 sec): 3 clusters
  Score: Raw -208763.898947 + Penalty 2461.230608 = -206302.668339
  nChanged 1
		SP:Iteration 25Q (1730.010000 sec): 3 clusters
  Score: Raw -208764.313966 + Penalty 2461.230608 = -206303.083358
  nChanged 0
		SP:Iteration 26F (1730.010000 sec): 3 clusters
  Score: Raw -208764.313966 + Penalty 2461.230608 = -206303.083358
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1730.060000 sec): 2 clusters
  Score: Raw -1850692.984047 + Penalty 1568.691564 = -1849124.292484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1730.100000 sec): 3 clusters
  Score: Raw -1841492.939000 + Penalty 3137.383128 = -1838355.555872
  nChanged 6959
		SP:Iteration 1F (1730.140000 sec): 3 clusters
  Score: Raw -1845278.922242 + Penalty 3137.383128 = -1842141.539114
  nChanged 798
		SP:Iteration 2F (1730.180000 sec): 3 clusters
  Score: Raw -1845559.091513 + Penalty 3137.383128 = -1842421.708385
  nChanged 680
		SP:Iteration 3Q (1730.220000 sec): 3 clusters
  Score: Raw -1845803.370957 + Penalty 3137.383128 = -1842665.987829
  nChanged 650
		SP:Iteration 4Q (1730.260000 sec): 3 clusters
  Score: Raw -1846057.385774 + Penalty 3137.383128 = -1842920.002646
  nChanged 625
		SP:Iteration 5Q (1730.300000 sec): 3 clusters
  Score: Raw -1846328.635575 + Penalty 3137.383128 = -1843191.252447
  nChanged 667
		SP:Iteration 6Q (1730.340000 sec): 3 clusters
  Score: Raw -1846647.584941 + Penalty 3137.383128 = -1843510.201813
  nChanged 674
		SP:Iteration 7Q (1730.390000 sec): 3 clusters
  Score: Raw -1847024.075602 + Penalty 3137.383128 = -1843886.692474
  nChanged 741
		SP:Iteration 8Q (1730.420000 sec): 3 clusters
  Score: Raw -1847467.400162 + Penalty 3137.383128 = -1844330.017034
  nChanged 734
		SP:Iteration 9Q (1730.460000 sec): 3 clusters
  Score: Raw -1847927.863616 + Penalty 3137.383128 = -1844790.480489
  nChanged 729
		SP:Iteration 10Q (1730.500000 sec): 3 clusters
  Score: Raw -1848379.420555 + Penalty 3137.383128 = -1845242.037427
  nChanged 649
		SP:Iteration 11Q (1730.540000 sec): 3 clusters
  Score: Raw -1848709.099125 + Penalty 3137.383128 = -1845571.715997
  nChanged 472
		SP:Iteration 12Q (1730.580000 sec): 3 clusters
  Score: Raw -1848892.629605 + Penalty 3137.383128 = -1845755.246477
  nChanged 341
		SP:Iteration 13Q (1730.620000 sec): 3 clusters
  Score: Raw -1849001.743922 + Penalty 3137.383128 = -1845864.360794
  nChanged 276
		SP:Iteration 14Q (1730.660000 sec): 3 clusters
  Score: Raw -1849084.716036 + Penalty 3137.383128 = -1845947.332908
  nChanged 225
		SP:Iteration 15Q (1730.700000 sec): 3 clusters
  Score: Raw -1849148.655307 + Penalty 3137.383128 = -1846011.272179
  nChanged 211
		SP:Iteration 16Q (1730.740000 sec): 3 clusters
  Score: Raw -1849208.093991 + Penalty 3137.383128 = -1846070.710864
  nChanged 184
		SP:Iteration 17Q (1730.780000 sec): 3 clusters
  Score: Raw -1849263.406228 + Penalty 3137.383128 = -1846126.023100
  nChanged 177
		SP:Iteration 18Q (1730.810000 sec): 3 clusters
  Score: Raw -1849315.200771 + Penalty 3137.383128 = -1846177.817643
  nChanged 166
		SP:Iteration 19Q (1730.850000 sec): 3 clusters
  Score: Raw -1849362.098242 + Penalty 3137.383128 = -1846224.715114
  nChanged 164
		SP:Iteration 20F (1730.890000 sec): 3 clusters
  Score: Raw -1849405.498168 + Penalty 3137.383128 = -1846268.115040
  nChanged 166
		SP:Iteration 21Q (1730.930000 sec): 3 clusters
  Score: Raw -1849454.865275 + Penalty 3137.383128 = -1846317.482147
  nChanged 175
		SP:Iteration 22Q (1730.970000 sec): 3 clusters
  Score: Raw -1849513.530258 + Penalty 3137.383128 = -1846376.147130
  nChanged 202
		SP:Iteration 23Q (1731.010000 sec): 3 clusters
  Score: Raw -1849578.082317 + Penalty 3137.383128 = -1846440.699189
  nChanged 182
		SP:Iteration 24Q (1731.050000 sec): 3 clusters
  Score: Raw -1849649.398507 + Penalty 3137.383128 = -1846512.015379
  nChanged 207
		SP:Iteration 25Q (1731.090000 sec): 3 clusters
  Score: Raw -1849731.240561 + Penalty 3137.383128 = -1846593.857433
  nChanged 216
		SP:Iteration 26Q (1731.120000 sec): 3 clusters
  Score: Raw -1849813.746080 + Penalty 3137.383128 = -1846676.362952
  nChanged 212
		SP:Iteration 27Q (1731.160000 sec): 3 clusters
  Score: Raw -1849902.611174 + Penalty 3137.383128 = -1846765.228046
  nChanged 229
		SP:Iteration 28Q (1731.200000 sec): 3 clusters
  Score: Raw -1849998.833090 + Penalty 3137.383128 = -1846861.449962
  nChanged 210
		SP:Iteration 29Q (1731.240000 sec): 3 clusters
  Score: Raw -1850075.519434 + Penalty 3137.383128 = -1846938.136306
  nChanged 176
		SP:Iteration 30Q (1731.280000 sec): 3 clusters
  Score: Raw -1850131.528835 + Penalty 3137.383128 = -1846994.145707
  nChanged 174
		SP:Iteration 31Q (1731.310000 sec): 3 clusters
  Score: Raw -1850185.777553 + Penalty 3137.383128 = -1847048.394425
  nChanged 135
		SP:Iteration 32Q (1731.350000 sec): 3 clusters
  Score: Raw -1850221.070419 + Penalty 3137.383128 = -1847083.687292
  nChanged 109
		SP:Iteration 33Q (1731.380000 sec): 3 clusters
  Score: Raw -1850241.701388 + Penalty 3137.383128 = -1847104.318260
  nChanged 81
		SP:Iteration 34Q (1731.420000 sec): 3 clusters
  Score: Raw -1850253.945389 + Penalty 3137.383128 = -1847116.562261
  nChanged 57
		SP:Iteration 35Q (1731.460000 sec): 3 clusters
  Score: Raw -1850266.418056 + Penalty 3137.383128 = -1847129.034928
  nChanged 67
		SP:Iteration 36Q (1731.490000 sec): 3 clusters
  Score: Raw -1850279.089693 + Penalty 3137.383128 = -1847141.706565
  nChanged 54
		SP:Iteration 37Q (1731.530000 sec): 3 clusters
  Score: Raw -1850286.952214 + Penalty 3137.383128 = -1847149.569086
  nChanged 42
		SP:Iteration 38Q (1731.570000 sec): 3 clusters
  Score: Raw -1850291.537283 + Penalty 3137.383128 = -1847154.154155
  nChanged 31
		SP:Iteration 39Q (1731.600000 sec): 3 clusters
  Score: Raw -1850294.877266 + Penalty 3137.383128 = -1847157.494138
  nChanged 22
		SP:Iteration 40F (1731.640000 sec): 3 clusters
  Score: Raw -1850297.541222 + Penalty 3137.383128 = -1847160.158094
  nChanged 18
		SP:Iteration 41Q (1731.680000 sec): 3 clusters
  Score: Raw -1850299.543681 + Penalty 3137.383128 = -1847162.160553
  nChanged 20
		SP:Iteration 42Q (1731.720000 sec): 3 clusters
  Score: Raw -1850301.444553 + Penalty 3137.383128 = -1847164.061426
  nChanged 18
		SP:Iteration 43Q (1731.760000 sec): 3 clusters
  Score: Raw -1850303.215248 + Penalty 3137.383128 = -1847165.832120
  nChanged 20
		SP:Iteration 44Q (1731.790000 sec): 3 clusters
  Score: Raw -1850305.594163 + Penalty 3137.383128 = -1847168.211035
  nChanged 19
		SP:Iteration 45Q (1731.830000 sec): 3 clusters
  Score: Raw -1850307.183325 + Penalty 3137.383128 = -1847169.800198
  nChanged 17
		SP:Iteration 46Q (1731.860000 sec): 3 clusters
  Score: Raw -1850308.251197 + Penalty 3137.383128 = -1847170.868069
  nChanged 12
		SP:Iteration 47Q (1731.900000 sec): 3 clusters
  Score: Raw -1850308.931035 + Penalty 3137.383128 = -1847171.547907
  nChanged 7
		SP:Iteration 48Q (1731.940000 sec): 3 clusters
  Score: Raw -1850309.298838 + Penalty 3137.383128 = -1847171.915711
  nChanged 4
		SP:Iteration 49Q (1731.980000 sec): 3 clusters
  Score: Raw -1850309.623040 + Penalty 3137.383128 = -1847172.239912
  nChanged 5
		SP:Iteration 50Q (1732.010000 sec): 3 clusters
  Score: Raw -1850309.870195 + Penalty 3137.383128 = -1847172.487068
  nChanged 2
		SP:Iteration 51Q (1732.050000 sec): 3 clusters
  Score: Raw -1850310.045878 + Penalty 3137.383128 = -1847172.662750
  nChanged 1
		SP:Iteration 52Q (1732.080000 sec): 3 clusters
  Score: Raw -1850310.078985 + Penalty 3137.383128 = -1847172.695858
  nChanged 1
		SP:Iteration 53Q (1732.120000 sec): 3 clusters
  Score: Raw -1850310.202398 + Penalty 3137.383128 = -1847172.819271
  nChanged 2
		SP:Iteration 54Q (1732.160000 sec): 3 clusters
  Score: Raw -1850310.367040 + Penalty 3137.383128 = -1847172.983913
  nChanged 3
		SP:Iteration 55Q (1732.200000 sec): 3 clusters
  Score: Raw -1850310.523638 + Penalty 3137.383128 = -1847173.140510
  nChanged 2
		SP:Iteration 56Q (1732.230000 sec): 3 clusters
  Score: Raw -1850310.630810 + Penalty 3137.383128 = -1847173.247682
  nChanged 3
		SP:Iteration 57Q (1732.270000 sec): 3 clusters
  Score: Raw -1850310.860374 + Penalty 3137.383128 = -1847173.477246
  nChanged 3
		SP:Iteration 58Q (1732.310000 sec): 3 clusters
  Score: Raw -1850311.027308 + Penalty 3137.383128 = -1847173.644180
  nChanged 3
		SP:Iteration 59Q (1732.350000 sec): 3 clusters
  Score: Raw -1850311.174937 + Penalty 3137.383128 = -1847173.791809
  nChanged 0
		SP:Iteration 60F (1732.390000 sec): 3 clusters
  Score: Raw -1850311.174937 + Penalty 3137.383128 = -1847173.791809
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1732.420000 sec): 2 clusters
  Score: Raw -1334968.418872 + Penalty 1520.602322 = -1333447.816550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1732.460000 sec): 3 clusters
  Score: Raw -1328323.088137 + Penalty 3041.204644 = -1325281.883493
  nChanged 5036
		SP:Iteration 1F (1732.480000 sec): 3 clusters
  Score: Raw -1331674.689992 + Penalty 3041.204644 = -1328633.485348
  nChanged 1201
		SP:Iteration 2F (1732.510000 sec): 3 clusters
  Score: Raw -1332862.799705 + Penalty 3041.204644 = -1329821.595061
  nChanged 1151
		SP:Iteration 3F (1732.540000 sec): 3 clusters
  Score: Raw -1333915.203794 + Penalty 3041.204644 = -1330873.999150
  nChanged 905
		SP:Iteration 4F (1732.570000 sec): 3 clusters
  Score: Raw -1334573.053052 + Penalty 3041.204644 = -1331531.848408
  nChanged 645
		SP:Iteration 5F (1732.600000 sec): 3 clusters
  Score: Raw -1334902.269394 + Penalty 3041.204644 = -1331861.064750
  nChanged 393
		SP:Iteration 6Q (1732.630000 sec): 3 clusters
  Score: Raw -1335054.673836 + Penalty 3041.204644 = -1332013.469192
  nChanged 271
		SP:Iteration 7Q (1732.660000 sec): 3 clusters
  Score: Raw -1335134.901112 + Penalty 3041.204644 = -1332093.696468
  nChanged 171
		SP:Iteration 8Q (1732.690000 sec): 3 clusters
  Score: Raw -1335180.722121 + Penalty 3041.204644 = -1332139.517477
  nChanged 145
		SP:Iteration 9Q (1732.720000 sec): 3 clusters
  Score: Raw -1335216.804459 + Penalty 3041.204644 = -1332175.599815
  nChanged 113
		SP:Iteration 10Q (1732.740000 sec): 3 clusters
  Score: Raw -1335240.991983 + Penalty 3041.204644 = -1332199.787338
  nChanged 88
		SP:Iteration 11Q (1732.770000 sec): 3 clusters
  Score: Raw -1335260.047136 + Penalty 3041.204644 = -1332218.842491
  nChanged 98
		SP:Iteration 12Q (1732.800000 sec): 3 clusters
  Score: Raw -1335279.479290 + Penalty 3041.204644 = -1332238.274646
  nChanged 98
		SP:Iteration 13Q (1732.830000 sec): 3 clusters
  Score: Raw -1335299.969440 + Penalty 3041.204644 = -1332258.764796
  nChanged 82
		SP:Iteration 14Q (1732.860000 sec): 3 clusters
  Score: Raw -1335315.348037 + Penalty 3041.204644 = -1332274.143393
  nChanged 73
		SP:Iteration 15Q (1732.890000 sec): 3 clusters
  Score: Raw -1335330.050750 + Penalty 3041.204644 = -1332288.846106
  nChanged 68
		SP:Iteration 16Q (1732.920000 sec): 3 clusters
  Score: Raw -1335341.949705 + Penalty 3041.204644 = -1332300.745060
  nChanged 59
		SP:Iteration 17Q (1732.950000 sec): 3 clusters
  Score: Raw -1335351.049366 + Penalty 3041.204644 = -1332309.844722
  nChanged 49
		SP:Iteration 18Q (1732.980000 sec): 3 clusters
  Score: Raw -1335359.085446 + Penalty 3041.204644 = -1332317.880802
  nChanged 49
		SP:Iteration 19Q (1733.000000 sec): 3 clusters
  Score: Raw -1335366.863228 + Penalty 3041.204644 = -1332325.658583
  nChanged 44
		SP:Iteration 20F (1733.040000 sec): 3 clusters
  Score: Raw -1335374.169800 + Penalty 3041.204644 = -1332332.965156
  nChanged 41
		SP:Iteration 21Q (1733.060000 sec): 3 clusters
  Score: Raw -1335381.595085 + Penalty 3041.204644 = -1332340.390441
  nChanged 48
		SP:Iteration 22Q (1733.090000 sec): 3 clusters
  Score: Raw -1335392.314822 + Penalty 3041.204644 = -1332351.110178
  nChanged 54
		SP:Iteration 23Q (1733.120000 sec): 3 clusters
  Score: Raw -1335404.442058 + Penalty 3041.204644 = -1332363.237414
  nChanged 55
		SP:Iteration 24Q (1733.150000 sec): 3 clusters
  Score: Raw -1335414.253992 + Penalty 3041.204644 = -1332373.049348
  nChanged 41
		SP:Iteration 25Q (1733.180000 sec): 3 clusters
  Score: Raw -1335421.630514 + Penalty 3041.204644 = -1332380.425870
  nChanged 38
		SP:Iteration 26Q (1733.210000 sec): 3 clusters
  Score: Raw -1335428.906509 + Penalty 3041.204644 = -1332387.701865
  nChanged 31
		SP:Iteration 27Q (1733.240000 sec): 3 clusters
  Score: Raw -1335433.618139 + Penalty 3041.204644 = -1332392.413494
  nChanged 24
		SP:Iteration 28Q (1733.270000 sec): 3 clusters
  Score: Raw -1335437.341988 + Penalty 3041.204644 = -1332396.137344
  nChanged 21
		SP:Iteration 29Q (1733.300000 sec): 3 clusters
  Score: Raw -1335440.217623 + Penalty 3041.204644 = -1332399.012979
  nChanged 16
		SP:Iteration 30Q (1733.320000 sec): 3 clusters
  Score: Raw -1335442.731023 + Penalty 3041.204644 = -1332401.526379
  nChanged 20
		SP:Iteration 31Q (1733.350000 sec): 3 clusters
  Score: Raw -1335446.530418 + Penalty 3041.204644 = -1332405.325774
  nChanged 28
		SP:Iteration 32Q (1733.380000 sec): 3 clusters
  Score: Raw -1335450.785858 + Penalty 3041.204644 = -1332409.581214
  nChanged 20
		SP:Iteration 33Q (1733.410000 sec): 3 clusters
  Score: Raw -1335454.310011 + Penalty 3041.204644 = -1332413.105366
  nChanged 18
		SP:Iteration 34Q (1733.440000 sec): 3 clusters
  Score: Raw -1335457.684795 + Penalty 3041.204644 = -1332416.480151
  nChanged 15
		SP:Iteration 35Q (1733.470000 sec): 3 clusters
  Score: Raw -1335460.439990 + Penalty 3041.204644 = -1332419.235345
  nChanged 17
		SP:Iteration 36Q (1733.500000 sec): 3 clusters
  Score: Raw -1335464.000327 + Penalty 3041.204644 = -1332422.795683
  nChanged 20
		SP:Iteration 37Q (1733.530000 sec): 3 clusters
  Score: Raw -1335467.956901 + Penalty 3041.204644 = -1332426.752257
  nChanged 21
		SP:Iteration 38Q (1733.560000 sec): 3 clusters
  Score: Raw -1335471.376797 + Penalty 3041.204644 = -1332430.172153
  nChanged 11
		SP:Iteration 39Q (1733.580000 sec): 3 clusters
  Score: Raw -1335473.170445 + Penalty 3041.204644 = -1332431.965800
  nChanged 8
		SP:Iteration 40F (1733.620000 sec): 3 clusters
  Score: Raw -1335474.207842 + Penalty 3041.204644 = -1332433.003198
  nChanged 5
		SP:Iteration 41Q (1733.640000 sec): 3 clusters
  Score: Raw -1335475.132572 + Penalty 3041.204644 = -1332433.927928
  nChanged 6
		SP:Iteration 42Q (1733.680000 sec): 3 clusters
  Score: Raw -1335476.451199 + Penalty 3041.204644 = -1332435.246554
  nChanged 8
		SP:Iteration 43Q (1733.700000 sec): 3 clusters
  Score: Raw -1335477.610919 + Penalty 3041.204644 = -1332436.406275
  nChanged 9
		SP:Iteration 44Q (1733.740000 sec): 3 clusters
  Score: Raw -1335478.947209 + Penalty 3041.204644 = -1332437.742565
  nChanged 12
		SP:Iteration 45Q (1733.760000 sec): 3 clusters
  Score: Raw -1335480.425164 + Penalty 3041.204644 = -1332439.220520
  nChanged 6
		SP:Iteration 46Q (1733.800000 sec): 3 clusters
  Score: Raw -1335481.023262 + Penalty 3041.204644 = -1332439.818618
  nChanged 9
		SP:Iteration 47Q (1733.820000 sec): 3 clusters
  Score: Raw -1335482.329257 + Penalty 3041.204644 = -1332441.124613
  nChanged 7
		SP:Iteration 48Q (1733.850000 sec): 3 clusters
  Score: Raw -1335483.232326 + Penalty 3041.204644 = -1332442.027682
  nChanged 6
		SP:Iteration 49Q (1733.880000 sec): 3 clusters
  Score: Raw -1335483.966295 + Penalty 3041.204644 = -1332442.761650
  nChanged 4
		SP:Iteration 50Q (1733.910000 sec): 3 clusters
  Score: Raw -1335484.523962 + Penalty 3041.204644 = -1332443.319317
  nChanged 1
		SP:Iteration 51Q (1733.940000 sec): 3 clusters
  Score: Raw -1335484.590799 + Penalty 3041.204644 = -1332443.386154
  nChanged 0
		SP:Iteration 52F (1733.970000 sec): 3 clusters
  Score: Raw -1335484.590799 + Penalty 3041.204644 = -1332443.386154
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1733.980000 sec): 2 clusters
  Score: Raw -427797.483484 + Penalty 1336.731245 = -426460.752239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1733.990000 sec): 3 clusters
  Score: Raw -425967.057846 + Penalty 2673.462490 = -423293.595357
  nChanged 1460
		SP:Iteration 1F (1734.000000 sec): 3 clusters
  Score: Raw -426813.174962 + Penalty 2673.462490 = -424139.712472
  nChanged 301
		SP:Iteration 2F (1734.010000 sec): 3 clusters
  Score: Raw -426996.021689 + Penalty 2673.462490 = -424322.559199
  nChanged 198
		SP:Iteration 3F (1734.020000 sec): 3 clusters
  Score: Raw -427108.042269 + Penalty 2673.462490 = -424434.579779
  nChanged 146
		SP:Iteration 4Q (1734.030000 sec): 3 clusters
  Score: Raw -427185.937401 + Penalty 2673.462490 = -424512.474911
  nChanged 122
		SP:Iteration 5Q (1734.040000 sec): 3 clusters
  Score: Raw -427262.196959 + Penalty 2673.462490 = -424588.734469
  nChanged 125
		SP:Iteration 6Q (1734.050000 sec): 3 clusters
  Score: Raw -427331.031003 + Penalty 2673.462490 = -424657.568513
  nChanged 106
		SP:Iteration 7Q (1734.060000 sec): 3 clusters
  Score: Raw -427388.118392 + Penalty 2673.462490 = -424714.655902
  nChanged 100
		SP:Iteration 8Q (1734.070000 sec): 3 clusters
  Score: Raw -427452.956390 + Penalty 2673.462490 = -424779.493901
  nChanged 114
		SP:Iteration 9Q (1734.080000 sec): 3 clusters
  Score: Raw -427527.266451 + Penalty 2673.462490 = -424853.803962
  nChanged 112
		SP:Iteration 10Q (1734.090000 sec): 3 clusters
  Score: Raw -427602.853671 + Penalty 2673.462490 = -424929.391181
  nChanged 121
		SP:Iteration 11Q (1734.100000 sec): 3 clusters
  Score: Raw -427692.990286 + Penalty 2673.462490 = -425019.527796
  nChanged 141
		SP:Iteration 12Q (1734.100000 sec): 3 clusters
  Score: Raw -427791.604406 + Penalty 2673.462490 = -425118.141916
  nChanged 138
		SP:Iteration 13Q (1734.120000 sec): 3 clusters
  Score: Raw -427896.308821 + Penalty 2673.462490 = -425222.846332
  nChanged 134
		SP:Iteration 14Q (1734.120000 sec): 3 clusters
  Score: Raw -428006.250942 + Penalty 2673.462490 = -425332.788452
  nChanged 120
		SP:Iteration 15Q (1734.130000 sec): 3 clusters
  Score: Raw -428080.634410 + Penalty 2673.462490 = -425407.171921
  nChanged 92
		SP:Iteration 16Q (1734.140000 sec): 3 clusters
  Score: Raw -428133.518185 + Penalty 2673.462490 = -425460.055696
  nChanged 71
		SP:Iteration 17Q (1734.150000 sec): 3 clusters
  Score: Raw -428167.319478 + Penalty 2673.462490 = -425493.856989
  nChanged 48
		SP:Iteration 18Q (1734.160000 sec): 3 clusters
  Score: Raw -428185.058795 + Penalty 2673.462490 = -425511.596305
  nChanged 41
		SP:Iteration 19Q (1734.170000 sec): 3 clusters
  Score: Raw -428204.502485 + Penalty 2673.462490 = -425531.039995
  nChanged 38
		SP:Iteration 20F (1734.180000 sec): 3 clusters
  Score: Raw -428218.837274 + Penalty 2673.462490 = -425545.374784
  nChanged 25
		SP:Iteration 21Q (1734.190000 sec): 3 clusters
  Score: Raw -428228.765963 + Penalty 2673.462490 = -425555.303473
  nChanged 15
		SP:Iteration 22Q (1734.200000 sec): 3 clusters
  Score: Raw -428234.728065 + Penalty 2673.462490 = -425561.265575
  nChanged 18
		SP:Iteration 23Q (1734.200000 sec): 3 clusters
  Score: Raw -428240.289760 + Penalty 2673.462490 = -425566.827270
  nChanged 15
		SP:Iteration 24Q (1734.210000 sec): 3 clusters
  Score: Raw -428244.124627 + Penalty 2673.462490 = -425570.662138
  nChanged 9
		SP:Iteration 25Q (1734.220000 sec): 3 clusters
  Score: Raw -428246.201769 + Penalty 2673.462490 = -425572.739280
  nChanged 6
		SP:Iteration 26Q (1734.230000 sec): 3 clusters
  Score: Raw -428248.671087 + Penalty 2673.462490 = -425575.208598
  nChanged 10
		SP:Iteration 27Q (1734.240000 sec): 3 clusters
  Score: Raw -428251.424754 + Penalty 2673.462490 = -425577.962265
  nChanged 9
		SP:Iteration 28Q (1734.250000 sec): 3 clusters
  Score: Raw -428253.820276 + Penalty 2673.462490 = -425580.357787
  nChanged 3
		SP:Iteration 29Q (1734.260000 sec): 3 clusters
  Score: Raw -428254.310383 + Penalty 2673.462490 = -425580.847893
  nChanged 2
		SP:Iteration 30Q (1734.270000 sec): 3 clusters
  Score: Raw -428254.825844 + Penalty 2673.462490 = -425581.363354
  nChanged 2
		SP:Iteration 31Q (1734.280000 sec): 3 clusters
  Score: Raw -428255.313820 + Penalty 2673.462490 = -425581.851330
  nChanged 1
		SP:Iteration 32Q (1734.280000 sec): 3 clusters
  Score: Raw -428255.501825 + Penalty 2673.462490 = -425582.039335
  nChanged 1
		SP:Iteration 33Q (1734.300000 sec): 3 clusters
  Score: Raw -428255.632680 + Penalty 2673.462490 = -425582.170190
  nChanged 1
		SP:Iteration 34Q (1734.300000 sec): 3 clusters
  Score: Raw -428256.261221 + Penalty 2673.462490 = -425582.798731
  nChanged 2
		SP:Iteration 35Q (1734.310000 sec): 3 clusters
  Score: Raw -428256.589436 + Penalty 2673.462490 = -425583.126946
  nChanged 2
		SP:Iteration 36Q (1734.320000 sec): 3 clusters
  Score: Raw -428257.075491 + Penalty 2673.462490 = -425583.613001
  nChanged 0
		SP:Iteration 37F (1734.330000 sec): 3 clusters
  Score: Raw -428257.075491 + Penalty 2673.462490 = -425583.613001
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (14182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1734.380000 sec): 2 clusters
  Score: Raw -1622397.180229 + Penalty 1553.455936 = -1620843.724294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1734.410000 sec): 3 clusters
  Score: Raw -1614163.896580 + Penalty 3106.911871 = -1611056.984709
  nChanged 6223
		SP:Iteration 1F (1734.450000 sec): 3 clusters
  Score: Raw -1617678.144843 + Penalty 3106.911871 = -1614571.232972
  nChanged 970
		SP:Iteration 2F (1734.480000 sec): 3 clusters
  Score: Raw -1618240.230424 + Penalty 3106.911871 = -1615133.318553
  nChanged 1026
		SP:Iteration 3F (1734.520000 sec): 3 clusters
  Score: Raw -1618948.247473 + Penalty 3106.911871 = -1615841.335602
  nChanged 1113
		SP:Iteration 4F (1734.560000 sec): 3 clusters
  Score: Raw -1619768.222144 + Penalty 3106.911871 = -1616661.310273
  nChanged 1067
		SP:Iteration 5F (1734.590000 sec): 3 clusters
  Score: Raw -1620546.179068 + Penalty 3106.911871 = -1617439.267197
  nChanged 882
		SP:Iteration 6F (1734.630000 sec): 3 clusters
  Score: Raw -1621115.663807 + Penalty 3106.911871 = -1618008.751936
  nChanged 660
		SP:Iteration 7Q (1734.660000 sec): 3 clusters
  Score: Raw -1621469.797230 + Penalty 3106.911871 = -1618362.885359
  nChanged 445
		SP:Iteration 8Q (1734.700000 sec): 3 clusters
  Score: Raw -1621672.991613 + Penalty 3106.911871 = -1618566.079742
  nChanged 379
		SP:Iteration 9Q (1734.740000 sec): 3 clusters
  Score: Raw -1621846.266615 + Penalty 3106.911871 = -1618739.354744
  nChanged 296
		SP:Iteration 10Q (1734.780000 sec): 3 clusters
  Score: Raw -1621964.238168 + Penalty 3106.911871 = -1618857.326297
  nChanged 273
		SP:Iteration 11Q (1734.810000 sec): 3 clusters
  Score: Raw -1622074.606035 + Penalty 3106.911871 = -1618967.694164
  nChanged 234
		SP:Iteration 12Q (1734.850000 sec): 3 clusters
  Score: Raw -1622168.807439 + Penalty 3106.911871 = -1619061.895568
  nChanged 192
		SP:Iteration 13Q (1734.880000 sec): 3 clusters
  Score: Raw -1622248.486737 + Penalty 3106.911871 = -1619141.574866
  nChanged 180
		SP:Iteration 14Q (1734.920000 sec): 3 clusters
  Score: Raw -1622314.940978 + Penalty 3106.911871 = -1619208.029107
  nChanged 136
		SP:Iteration 15Q (1734.960000 sec): 3 clusters
  Score: Raw -1622369.222569 + Penalty 3106.911871 = -1619262.310698
  nChanged 118
		SP:Iteration 16Q (1735.000000 sec): 3 clusters
  Score: Raw -1622407.461787 + Penalty 3106.911871 = -1619300.549916
  nChanged 82
		SP:Iteration 17Q (1735.030000 sec): 3 clusters
  Score: Raw -1622436.287921 + Penalty 3106.911871 = -1619329.376050
  nChanged 77
		SP:Iteration 18Q (1735.070000 sec): 3 clusters
  Score: Raw -1622462.583860 + Penalty 3106.911871 = -1619355.671989
  nChanged 64
		SP:Iteration 19Q (1735.110000 sec): 3 clusters
  Score: Raw -1622485.953683 + Penalty 3106.911871 = -1619379.041812
  nChanged 59
		SP:Iteration 20F (1735.140000 sec): 3 clusters
  Score: Raw -1622506.620941 + Penalty 3106.911871 = -1619399.709070
  nChanged 47
		SP:Iteration 21Q (1735.180000 sec): 3 clusters
  Score: Raw -1622525.577604 + Penalty 3106.911871 = -1619418.665733
  nChanged 51
		SP:Iteration 22Q (1735.210000 sec): 3 clusters
  Score: Raw -1622544.359211 + Penalty 3106.911871 = -1619437.447340
  nChanged 33
		SP:Iteration 23Q (1735.250000 sec): 3 clusters
  Score: Raw -1622554.987744 + Penalty 3106.911871 = -1619448.075873
  nChanged 26
		SP:Iteration 24Q (1735.280000 sec): 3 clusters
  Score: Raw -1622562.581707 + Penalty 3106.911871 = -1619455.669836
  nChanged 21
		SP:Iteration 25Q (1735.320000 sec): 3 clusters
  Score: Raw -1622568.282282 + Penalty 3106.911871 = -1619461.370411
  nChanged 12
		SP:Iteration 26Q (1735.350000 sec): 3 clusters
  Score: Raw -1622571.921829 + Penalty 3106.911871 = -1619465.009958
  nChanged 10
		SP:Iteration 27Q (1735.390000 sec): 3 clusters
  Score: Raw -1622575.893252 + Penalty 3106.911871 = -1619468.981381
  nChanged 12
		SP:Iteration 28Q (1735.420000 sec): 3 clusters
  Score: Raw -1622579.368219 + Penalty 3106.911871 = -1619472.456348
  nChanged 13
		SP:Iteration 29Q (1735.460000 sec): 3 clusters
  Score: Raw -1622583.446324 + Penalty 3106.911871 = -1619476.534453
  nChanged 12
		SP:Iteration 30Q (1735.490000 sec): 3 clusters
  Score: Raw -1622587.696516 + Penalty 3106.911871 = -1619480.784645
  nChanged 12
		SP:Iteration 31Q (1735.520000 sec): 3 clusters
  Score: Raw -1622591.024887 + Penalty 3106.911871 = -1619484.113016
  nChanged 8
		SP:Iteration 32Q (1735.560000 sec): 3 clusters
  Score: Raw -1622593.651582 + Penalty 3106.911871 = -1619486.739711
  nChanged 11
		SP:Iteration 33Q (1735.600000 sec): 3 clusters
  Score: Raw -1622596.698731 + Penalty 3106.911871 = -1619489.786860
  nChanged 9
		SP:Iteration 34Q (1735.630000 sec): 3 clusters
  Score: Raw -1622599.792821 + Penalty 3106.911871 = -1619492.880950
  nChanged 11
		SP:Iteration 35Q (1735.660000 sec): 3 clusters
  Score: Raw -1622604.101674 + Penalty 3106.911871 = -1619497.189803
  nChanged 13
		SP:Iteration 36Q (1735.700000 sec): 3 clusters
  Score: Raw -1622608.987315 + Penalty 3106.911871 = -1619502.075444
  nChanged 12
		SP:Iteration 37Q (1735.730000 sec): 3 clusters
  Score: Raw -1622612.978371 + Penalty 3106.911871 = -1619506.066500
  nChanged 10
		SP:Iteration 38Q (1735.770000 sec): 3 clusters
  Score: Raw -1622617.026932 + Penalty 3106.911871 = -1619510.115061
  nChanged 11
		SP:Iteration 39Q (1735.800000 sec): 3 clusters
  Score: Raw -1622621.418950 + Penalty 3106.911871 = -1619514.507079
  nChanged 10
		SP:Iteration 40F (1735.840000 sec): 3 clusters
  Score: Raw -1622625.978901 + Penalty 3106.911871 = -1619519.067030
  nChanged 14
		SP:Iteration 41Q (1735.870000 sec): 3 clusters
  Score: Raw -1622631.434889 + Penalty 3106.911871 = -1619524.523018
  nChanged 10
		SP:Iteration 42Q (1735.900000 sec): 3 clusters
  Score: Raw -1622635.167335 + Penalty 3106.911871 = -1619528.255464
  nChanged 9
		SP:Iteration 43Q (1735.940000 sec): 3 clusters
  Score: Raw -1622638.975831 + Penalty 3106.911871 = -1619532.063960
  nChanged 8
		SP:Iteration 44Q (1735.970000 sec): 3 clusters
  Score: Raw -1622640.996688 + Penalty 3106.911871 = -1619534.084817
  nChanged 3
		SP:Iteration 45Q (1736.000000 sec): 3 clusters
  Score: Raw -1622641.914457 + Penalty 3106.911871 = -1619535.002586
  nChanged 5
		SP:Iteration 46Q (1736.040000 sec): 3 clusters
  Score: Raw -1622644.516127 + Penalty 3106.911871 = -1619537.604256
  nChanged 5
		SP:Iteration 47Q (1736.070000 sec): 3 clusters
  Score: Raw -1622646.782285 + Penalty 3106.911871 = -1619539.870414
  nChanged 5
		SP:Iteration 48Q (1736.100000 sec): 3 clusters
  Score: Raw -1622648.255852 + Penalty 3106.911871 = -1619541.343981
  nChanged 4
		SP:Iteration 49Q (1736.140000 sec): 3 clusters
  Score: Raw -1622650.340429 + Penalty 3106.911871 = -1619543.428558
  nChanged 8
		SP:Iteration 50Q (1736.170000 sec): 3 clusters
  Score: Raw -1622654.023466 + Penalty 3106.911871 = -1619547.111595
  nChanged 7
		SP:Iteration 51Q (1736.200000 sec): 3 clusters
  Score: Raw -1622655.807797 + Penalty 3106.911871 = -1619548.895926
  nChanged 6
		SP:Iteration 52Q (1736.240000 sec): 3 clusters
  Score: Raw -1622657.651879 + Penalty 3106.911871 = -1619550.740008
  nChanged 4
		SP:Iteration 53Q (1736.270000 sec): 3 clusters
  Score: Raw -1622658.702128 + Penalty 3106.911871 = -1619551.790257
  nChanged 3
		SP:Iteration 54Q (1736.300000 sec): 3 clusters
  Score: Raw -1622659.805223 + Penalty 3106.911871 = -1619552.893352
  nChanged 5
		SP:Iteration 55Q (1736.340000 sec): 3 clusters
  Score: Raw -1622663.233368 + Penalty 3106.911871 = -1619556.321497
  nChanged 7
		SP:Iteration 56Q (1736.380000 sec): 3 clusters
  Score: Raw -1622665.934695 + Penalty 3106.911871 = -1619559.022824
  nChanged 5
		SP:Iteration 57Q (1736.410000 sec): 3 clusters
  Score: Raw -1622668.248633 + Penalty 3106.911871 = -1619561.336762
  nChanged 10
		SP:Iteration 58Q (1736.440000 sec): 3 clusters
  Score: Raw -1622673.785513 + Penalty 3106.911871 = -1619566.873641
  nChanged 7
		SP:Iteration 59Q (1736.480000 sec): 3 clusters
  Score: Raw -1622676.958594 + Penalty 3106.911871 = -1619570.046723
  nChanged 7
		SP:Iteration 60F (1736.510000 sec): 3 clusters
  Score: Raw -1622680.055075 + Penalty 3106.911871 = -1619573.143204
  nChanged 4
		SP:Iteration 61Q (1736.540000 sec): 3 clusters
  Score: Raw -1622681.051505 + Penalty 3106.911871 = -1619574.139634
  nChanged 7
		SP:Iteration 62Q (1736.580000 sec): 3 clusters
  Score: Raw -1622684.483334 + Penalty 3106.911871 = -1619577.571463
  nChanged 7
		SP:Iteration 63Q (1736.610000 sec): 3 clusters
  Score: Raw -1622687.585791 + Penalty 3106.911871 = -1619580.673920
  nChanged 7
		SP:Iteration 64Q (1736.640000 sec): 3 clusters
  Score: Raw -1622690.682954 + Penalty 3106.911871 = -1619583.771083
  nChanged 4
		SP:Iteration 65Q (1736.680000 sec): 3 clusters
  Score: Raw -1622693.337682 + Penalty 3106.911871 = -1619586.425811
  nChanged 5
		SP:Iteration 66Q (1736.710000 sec): 3 clusters
  Score: Raw -1622695.399689 + Penalty 3106.911871 = -1619588.487818
  nChanged 3
		SP:Iteration 67Q (1736.740000 sec): 3 clusters
  Score: Raw -1622696.155985 + Penalty 3106.911871 = -1619589.244114
  nChanged 1
		SP:Iteration 68Q (1736.770000 sec): 3 clusters
  Score: Raw -1622696.554076 + Penalty 3106.911871 = -1619589.642205
  nChanged 1
		SP:Iteration 69Q (1736.800000 sec): 3 clusters
  Score: Raw -1622696.736190 + Penalty 3106.911871 = -1619589.824319
  nChanged 0
		SP:Iteration 70F (1736.840000 sec): 3 clusters
  Score: Raw -1622696.736190 + Penalty 3106.911871 = -1619589.824319
  nChanged 0
Iteration 99Q (1760.900000 sec): 74 clusters
  Score: Raw -155942539.245117 + Penalty 167715.527528 = -155774823.717590
  nChanged 16038
Iteration 100F (1849.410000 sec): 74 clusters
  Score: Raw -155951477.362539 + Penalty 167715.527528 = -155783761.835011
  nChanged 14424
Iteration 101Q (1859.480000 sec): 74 clusters
  Score: Raw -155956772.048403 + Penalty 167715.527528 = -155789056.520876
  nChanged 8516
Iteration 102Q (1869.110000 sec): 74 clusters
  Score: Raw -155958714.807042 + Penalty 167715.527528 = -155790999.279514
  nChanged 6090
Iteration 103Q (1878.600000 sec): 74 clusters
  Score: Raw -155959945.992458 + Penalty 167715.527528 = -155792230.464930
  nChanged 4695
Iteration 104Q (1887.970000 sec): 74 clusters
  Score: Raw -155960773.535300 + Penalty 167715.527528 = -155793058.007773
  nChanged 3854
Iteration 105Q (1897.210000 sec): 74 clusters
  Score: Raw -155961417.983226 + Penalty 167715.527528 = -155793702.455698
  nChanged 3264
Iteration 106Q (1906.480000 sec): 74 clusters
  Score: Raw -155961945.679628 + Penalty 167715.527528 = -155794230.152100
  nChanged 2962
Iteration 107Q (1915.770000 sec): 74 clusters
  Score: Raw -155962380.315695 + Penalty 167715.527528 = -155794664.788167
  nChanged 2581
Iteration 108Q (1925.020000 sec): 74 clusters
  Score: Raw -155962739.651792 + Penalty 167715.527528 = -155795024.124265
  nChanged 2331
Iteration 109Q (1934.270000 sec): 74 clusters
  Score: Raw -155963061.221110 + Penalty 167715.527528 = -155795345.693582
  nChanged 2098
Iteration 110Q (1943.460000 sec): 74 clusters
  Score: Raw -155963334.615523 + Penalty 167715.527528 = -155795619.087995
  nChanged 1896
Iteration 111Q (1952.660000 sec): 74 clusters
  Score: Raw -155963568.135220 + Penalty 167715.527528 = -155795852.607692
  nChanged 1670
Iteration 112Q (1961.860000 sec): 74 clusters
  Score: Raw -155963774.430349 + Penalty 167715.527528 = -155796058.902821
  nChanged 1519
Iteration 113Q (1970.960000 sec): 74 clusters
  Score: Raw -155963951.183405 + Penalty 167715.527528 = -155796235.655877
  nChanged 1445
Iteration 114Q (1980.220000 sec): 74 clusters
  Score: Raw -155964098.619493 + Penalty 167715.527528 = -155796383.091965
  nChanged 1325
Iteration 115Q (1989.340000 sec): 74 clusters
  Score: Raw -155964241.714472 + Penalty 167715.527528 = -155796526.186945
  nChanged 1191
Iteration 116Q (1998.470000 sec): 74 clusters
  Score: Raw -155964373.856019 + Penalty 167715.527528 = -155796658.328491
  nChanged 1158
Iteration 117Q (2007.510000 sec): 74 clusters
  Score: Raw -155964512.918702 + Penalty 167715.527528 = -155796797.391174
  nChanged 1084
Iteration 118Q (2016.600000 sec): 74 clusters
  Score: Raw -155964633.817786 + Penalty 167715.527528 = -155796918.290258
  nChanged 1021
Iteration 119Q (2025.660000 sec): 74 clusters
  Score: Raw -155964743.459650 + Penalty 167715.527528 = -155797027.932122
  nChanged 948
Iteration 120F (2113.900000 sec): 74 clusters
  Score: Raw -155982506.607471 + Penalty 167715.527528 = -155814791.079943
  nChanged 1437
Iteration 121Q (2123.080000 sec): 74 clusters
  Score: Raw -156013850.189560 + Penalty 167715.527528 = -155846134.662033
  nChanged 1157
Iteration 122Q (2132.290000 sec): 74 clusters
  Score: Raw -156014157.050235 + Penalty 167715.527528 = -155846441.522707
  nChanged 1011
Iteration 123Q (2141.480000 sec): 74 clusters
  Score: Raw -156014356.301185 + Penalty 167715.527528 = -155846640.773657
  nChanged 1035
Iteration 124Q (2150.750000 sec): 74 clusters
  Score: Raw -156014577.760710 + Penalty 167715.527528 = -155846862.233183
  nChanged 1020
Iteration 125Q (2159.980000 sec): 74 clusters
  Score: Raw -156014747.759659 + Penalty 167715.527528 = -155847032.232131
  nChanged 990
Iteration 126Q (2169.300000 sec): 74 clusters
  Score: Raw -156014881.274728 + Penalty 167715.527528 = -155847165.747200
  nChanged 1005
Iteration 127Q (2178.660000 sec): 74 clusters
  Score: Raw -156015016.843035 + Penalty 167715.527528 = -155847301.315507
  nChanged 1038
Iteration 128Q (2188.050000 sec): 74 clusters
  Score: Raw -156015163.814925 + Penalty 167715.527528 = -155847448.287397
  nChanged 1017
Iteration 129Q (2197.410000 sec): 74 clusters
  Score: Raw -156015316.082209 + Penalty 167715.527528 = -155847600.554682
  nChanged 1014
Iteration 130Q (2206.770000 sec): 74 clusters
  Score: Raw -156015476.784164 + Penalty 167715.527528 = -155847761.256637
  nChanged 1017
Iteration 131Q (2216.150000 sec): 74 clusters
  Score: Raw -156015644.479013 + Penalty 167715.527528 = -155847928.951485
  nChanged 1040
Iteration 132Q (2225.450000 sec): 74 clusters
  Score: Raw -156015816.025216 + Penalty 167715.527528 = -155848100.497688
  nChanged 1016
Iteration 133Q (2234.760000 sec): 74 clusters
  Score: Raw -156015991.558275 + Penalty 167715.527528 = -155848276.030747
  nChanged 971
Iteration 134Q (2244.180000 sec): 74 clusters
  Score: Raw -156016135.617187 + Penalty 167715.527528 = -155848420.089659
  nChanged 965
Iteration 135Q (2253.560000 sec): 74 clusters
  Score: Raw -156016322.766027 + Penalty 167715.527528 = -155848607.238499
  nChanged 953
Iteration 136Q (2262.880000 sec): 74 clusters
  Score: Raw -156016454.234182 + Penalty 167715.527528 = -155848738.706654
  nChanged 935
Iteration 137Q (2272.170000 sec): 74 clusters
  Score: Raw -156016581.721163 + Penalty 167715.527528 = -155848866.193635
  nChanged 930
Iteration 138Q (2281.440000 sec): 74 clusters
  Score: Raw -156016710.684378 + Penalty 167715.527528 = -155848995.156850
  nChanged 898
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -156016710.684378 + Penalty 167715.527528 = -155848995.156850
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2281.650000 sec): 2 clusters
  Score: Raw -155301.874610 + Penalty 1186.326832 = -154115.547777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2281.650000 sec): 3 clusters
  Score: Raw -154751.583609 + Penalty 2372.653665 = -152378.929945
  nChanged 492
		SP:Iteration 1F (2281.650000 sec): 3 clusters
  Score: Raw -155183.211601 + Penalty 2372.653665 = -152810.557937
  nChanged 123
		SP:Iteration 2F (2281.660000 sec): 3 clusters
  Score: Raw -155341.666243 + Penalty 2372.653665 = -152969.012579
  nChanged 88
		SP:Iteration 3F (2281.660000 sec): 3 clusters
  Score: Raw -155443.708390 + Penalty 2372.653665 = -153071.054725
  nChanged 69
		SP:Iteration 4Q (2281.670000 sec): 3 clusters
  Score: Raw -155536.698469 + Penalty 2372.653665 = -153164.044804
  nChanged 56
		SP:Iteration 5Q (2281.670000 sec): 3 clusters
  Score: Raw -155629.122104 + Penalty 2372.653665 = -153256.468439
  nChanged 57
		SP:Iteration 6Q (2281.670000 sec): 3 clusters
  Score: Raw -155701.721478 + Penalty 2372.653665 = -153329.067814
  nChanged 45
		SP:Iteration 7Q (2281.670000 sec): 3 clusters
  Score: Raw -155748.028656 + Penalty 2372.653665 = -153375.374991
  nChanged 30
		SP:Iteration 8Q (2281.680000 sec): 3 clusters
  Score: Raw -155790.905868 + Penalty 2372.653665 = -153418.252203
  nChanged 42
		SP:Iteration 9Q (2281.680000 sec): 3 clusters
  Score: Raw -155837.084296 + Penalty 2372.653665 = -153464.430631
  nChanged 25
		SP:Iteration 10Q (2281.690000 sec): 3 clusters
  Score: Raw -155870.865120 + Penalty 2372.653665 = -153498.211455
  nChanged 17
		SP:Iteration 11Q (2281.690000 sec): 3 clusters
  Score: Raw -155897.441329 + Penalty 2372.653665 = -153524.787665
  nChanged 25
		SP:Iteration 12Q (2281.690000 sec): 3 clusters
  Score: Raw -155923.967148 + Penalty 2372.653665 = -153551.313483
  nChanged 23
		SP:Iteration 13Q (2281.690000 sec): 3 clusters
  Score: Raw -155944.605035 + Penalty 2372.653665 = -153571.951371
  nChanged 14
		SP:Iteration 14Q (2281.700000 sec): 3 clusters
  Score: Raw -155958.663034 + Penalty 2372.653665 = -153586.009369
  nChanged 9
		SP:Iteration 15Q (2281.700000 sec): 3 clusters
  Score: Raw -155964.156850 + Penalty 2372.653665 = -153591.503185
  nChanged 4
		SP:Iteration 16Q (2281.710000 sec): 3 clusters
  Score: Raw -155967.517954 + Penalty 2372.653665 = -153594.864289
  nChanged 4
		SP:Iteration 17Q (2281.710000 sec): 3 clusters
  Score: Raw -155970.054621 + Penalty 2372.653665 = -153597.400956
  nChanged 4
		SP:Iteration 18Q (2281.710000 sec): 3 clusters
  Score: Raw -155972.957539 + Penalty 2372.653665 = -153600.303875
  nChanged 2
		SP:Iteration 19Q (2281.710000 sec): 3 clusters
  Score: Raw -155975.134553 + Penalty 2372.653665 = -153602.480889
  nChanged 4
		SP:Iteration 20F (2281.720000 sec): 3 clusters
  Score: Raw -155980.493787 + Penalty 2372.653665 = -153607.840122
  nChanged 5
		SP:Iteration 21Q (2281.720000 sec): 3 clusters
  Score: Raw -155987.553873 + Penalty 2372.653665 = -153614.900208
  nChanged 4
		SP:Iteration 22Q (2281.720000 sec): 3 clusters
  Score: Raw -155992.837715 + Penalty 2372.653665 = -153620.184051
  nChanged 4
		SP:Iteration 23Q (2281.730000 sec): 3 clusters
  Score: Raw -155995.502401 + Penalty 2372.653665 = -153622.848736
  nChanged 1
		SP:Iteration 24Q (2281.730000 sec): 3 clusters
  Score: Raw -155995.985013 + Penalty 2372.653665 = -153623.331348
  nChanged 0
		SP:Iteration 25F (2281.730000 sec): 3 clusters
  Score: Raw -155995.985013 + Penalty 2372.653665 = -153623.331348
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (70106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2281.970000 sec): 2 clusters
  Score: Raw -8254443.436536 + Penalty 1813.136595 = -8252630.299941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2282.150000 sec): 3 clusters
  Score: Raw -8209527.488945 + Penalty 3626.273190 = -8205901.215755
  nChanged 33003
		SP:Iteration 1F (2282.350000 sec): 3 clusters
  Score: Raw -8228467.761038 + Penalty 3626.273190 = -8224841.487848
  nChanged 2468
		SP:Iteration 2Q (2282.540000 sec): 3 clusters
  Score: Raw -8229110.355619 + Penalty 3626.273190 = -8225484.082429
  nChanged 2693
		SP:Iteration 3Q (2282.730000 sec): 3 clusters
  Score: Raw -8229949.173680 + Penalty 3626.273190 = -8226322.900490
  nChanged 2989
		SP:Iteration 4Q (2282.930000 sec): 3 clusters
  Score: Raw -8231042.559525 + Penalty 3626.273190 = -8227416.286335
  nChanged 3427
		SP:Iteration 5Q (2283.130000 sec): 3 clusters
  Score: Raw -8232516.035451 + Penalty 3626.273190 = -8228889.762261
  nChanged 3853
		SP:Iteration 6F (2283.310000 sec): 3 clusters
  Score: Raw -8234229.169032 + Penalty 3626.273190 = -8230602.895842
  nChanged 3884
		SP:Iteration 7F (2283.500000 sec): 3 clusters
  Score: Raw -8235910.847814 + Penalty 3626.273190 = -8232284.574624
  nChanged 3658
		SP:Iteration 8F (2283.690000 sec): 3 clusters
  Score: Raw -8237437.576533 + Penalty 3626.273190 = -8233811.303343
  nChanged 3349
		SP:Iteration 9Q (2283.890000 sec): 3 clusters
  Score: Raw -8238849.895762 + Penalty 3626.273190 = -8235223.622572
  nChanged 3020
		SP:Iteration 10Q (2284.090000 sec): 3 clusters
  Score: Raw -8240068.042981 + Penalty 3626.273190 = -8236441.769791
  nChanged 2662
		SP:Iteration 11Q (2284.280000 sec): 3 clusters
  Score: Raw -8241130.154009 + Penalty 3626.273190 = -8237503.880819
  nChanged 2547
		SP:Iteration 12Q (2284.480000 sec): 3 clusters
  Score: Raw -8242237.228024 + Penalty 3626.273190 = -8238610.954834
  nChanged 2662
		SP:Iteration 13Q (2284.670000 sec): 3 clusters
  Score: Raw -8243522.840791 + Penalty 3626.273190 = -8239896.567601
  nChanged 2803
		SP:Iteration 14Q (2284.860000 sec): 3 clusters
  Score: Raw -8245070.389118 + Penalty 3626.273190 = -8241444.115928
  nChanged 2904
		SP:Iteration 15Q (2285.060000 sec): 3 clusters
  Score: Raw -8246969.725024 + Penalty 3626.273190 = -8243343.451834
  nChanged 2746
		SP:Iteration 16Q (2285.250000 sec): 3 clusters
  Score: Raw -8249057.480466 + Penalty 3626.273190 = -8245431.207276
  nChanged 2457
		SP:Iteration 17Q (2285.450000 sec): 3 clusters
  Score: Raw -8251142.756020 + Penalty 3626.273190 = -8247516.482830
  nChanged 1811
		SP:Iteration 18Q (2285.630000 sec): 3 clusters
  Score: Raw -8252751.954778 + Penalty 3626.273190 = -8249125.681588
  nChanged 1128
		SP:Iteration 19Q (2285.810000 sec): 3 clusters
  Score: Raw -8253763.358193 + Penalty 3626.273190 = -8250137.085003
  nChanged 521
		SP:Iteration 20F (2286.000000 sec): 3 clusters
  Score: Raw -8254254.802284 + Penalty 3626.273190 = -8250628.529094
  nChanged 219
		SP:Iteration 21Q (2286.150000 sec): 3 clusters
  Score: Raw -8254476.380203 + Penalty 3626.273190 = -8250850.107013
  nChanged 116
		SP:Iteration 22Q (2286.290000 sec): 3 clusters
  Score: Raw -8254620.092445 + Penalty 3626.273190 = -8250993.819256
  nChanged 70
		SP:Iteration 23Q (2286.430000 sec): 3 clusters
  Score: Raw -8254705.310862 + Penalty 3626.273190 = -8251079.037672
  nChanged 41
		SP:Iteration 24Q (2286.560000 sec): 3 clusters
  Score: Raw -8254744.482549 + Penalty 3626.273190 = -8251118.209359
  nChanged 22
		SP:Iteration 25Q (2286.700000 sec): 3 clusters
  Score: Raw -8254767.917478 + Penalty 3626.273190 = -8251141.644288
  nChanged 13
		SP:Iteration 26Q (2286.830000 sec): 3 clusters
  Score: Raw -8254780.142114 + Penalty 3626.273190 = -8251153.868924
  nChanged 11
		SP:Iteration 27Q (2286.960000 sec): 3 clusters
  Score: Raw -8254792.989537 + Penalty 3626.273190 = -8251166.716347
  nChanged 10
		SP:Iteration 28Q (2287.100000 sec): 3 clusters
  Score: Raw -8254802.966125 + Penalty 3626.273190 = -8251176.692935
  nChanged 6
		SP:Iteration 29Q (2287.230000 sec): 3 clusters
  Score: Raw -8254813.343477 + Penalty 3626.273190 = -8251187.070287
  nChanged 10
		SP:Iteration 30Q (2287.360000 sec): 3 clusters
  Score: Raw -8254823.858214 + Penalty 3626.273190 = -8251197.585024
  nChanged 5
		SP:Iteration 31Q (2287.500000 sec): 3 clusters
  Score: Raw -8254830.490869 + Penalty 3626.273190 = -8251204.217679
  nChanged 8
		SP:Iteration 32Q (2287.630000 sec): 3 clusters
  Score: Raw -8254838.638638 + Penalty 3626.273190 = -8251212.365448
  nChanged 3
		SP:Iteration 33Q (2287.760000 sec): 3 clusters
  Score: Raw -8254841.059865 + Penalty 3626.273190 = -8251214.786675
  nChanged 1
		SP:Iteration 34Q (2287.890000 sec): 3 clusters
  Score: Raw -8254842.233827 + Penalty 3626.273190 = -8251215.960637
  nChanged 2
		SP:Iteration 35Q (2288.020000 sec): 3 clusters
  Score: Raw -8254843.791603 + Penalty 3626.273190 = -8251217.518413
  nChanged 2
		SP:Iteration 36Q (2288.160000 sec): 3 clusters
  Score: Raw -8254845.481392 + Penalty 3626.273190 = -8251219.208202
  nChanged 0
		SP:Iteration 37F (2288.340000 sec): 3 clusters
  Score: Raw -8254845.481392 + Penalty 3626.273190 = -8251219.208202
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (51214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2288.490000 sec): 2 clusters
  Score: Raw -6089675.660863 + Penalty 1762.112334 = -6087913.548528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2288.630000 sec): 3 clusters
  Score: Raw -6057212.519164 + Penalty 3524.224669 = -6053688.294495
  nChanged 23982
		SP:Iteration 1F (2288.760000 sec): 3 clusters
  Score: Raw -6070716.886896 + Penalty 3524.224669 = -6067192.662227
  nChanged 1885
		SP:Iteration 2Q (2288.910000 sec): 3 clusters
  Score: Raw -6071224.766606 + Penalty 3524.224669 = -6067700.541937
  nChanged 1862
		SP:Iteration 3Q (2289.050000 sec): 3 clusters
  Score: Raw -6071775.131648 + Penalty 3524.224669 = -6068250.906979
  nChanged 1938
		SP:Iteration 4Q (2289.190000 sec): 3 clusters
  Score: Raw -6072412.080004 + Penalty 3524.224669 = -6068887.855335
  nChanged 2009
		SP:Iteration 5Q (2289.330000 sec): 3 clusters
  Score: Raw -6073172.699414 + Penalty 3524.224669 = -6069648.474745
  nChanged 2157
		SP:Iteration 6Q (2289.480000 sec): 3 clusters
  Score: Raw -6074026.188215 + Penalty 3524.224669 = -6070501.963546
  nChanged 2292
		SP:Iteration 7Q (2289.620000 sec): 3 clusters
  Score: Raw -6074977.722043 + Penalty 3524.224669 = -6071453.497375
  nChanged 2330
		SP:Iteration 8Q (2289.760000 sec): 3 clusters
  Score: Raw -6076006.984767 + Penalty 3524.224669 = -6072482.760099
  nChanged 2355
		SP:Iteration 9Q (2289.900000 sec): 3 clusters
  Score: Raw -6077039.002227 + Penalty 3524.224669 = -6073514.777559
  nChanged 2306
		SP:Iteration 10Q (2290.040000 sec): 3 clusters
  Score: Raw -6078005.694453 + Penalty 3524.224669 = -6074481.469784
  nChanged 2122
		SP:Iteration 11Q (2290.180000 sec): 3 clusters
  Score: Raw -6078875.414722 + Penalty 3524.224669 = -6075351.190054
  nChanged 1872
		SP:Iteration 12Q (2290.320000 sec): 3 clusters
  Score: Raw -6079563.970396 + Penalty 3524.224669 = -6076039.745727
  nChanged 1556
		SP:Iteration 13Q (2290.460000 sec): 3 clusters
  Score: Raw -6080114.401236 + Penalty 3524.224669 = -6076590.176567
  nChanged 1395
		SP:Iteration 14Q (2290.600000 sec): 3 clusters
  Score: Raw -6080628.030374 + Penalty 3524.224669 = -6077103.805706
  nChanged 1244
		SP:Iteration 15Q (2290.740000 sec): 3 clusters
  Score: Raw -6081105.181248 + Penalty 3524.224669 = -6077580.956579
  nChanged 1169
		SP:Iteration 16Q (2290.880000 sec): 3 clusters
  Score: Raw -6081572.026995 + Penalty 3524.224669 = -6078047.802326
  nChanged 1052
		SP:Iteration 17Q (2291.010000 sec): 3 clusters
  Score: Raw -6081955.267580 + Penalty 3524.224669 = -6078431.042911
  nChanged 937
		SP:Iteration 18Q (2291.150000 sec): 3 clusters
  Score: Raw -6082294.948993 + Penalty 3524.224669 = -6078770.724324
  nChanged 852
		SP:Iteration 19Q (2291.290000 sec): 3 clusters
  Score: Raw -6082565.906341 + Penalty 3524.224669 = -6079041.681672
  nChanged 779
		SP:Iteration 20F (2291.420000 sec): 3 clusters
  Score: Raw -6082801.241894 + Penalty 3524.224669 = -6079277.017226
  nChanged 753
		SP:Iteration 21Q (2291.560000 sec): 3 clusters
  Score: Raw -6083008.631769 + Penalty 3524.224669 = -6079484.407101
  nChanged 726
		SP:Iteration 22Q (2291.700000 sec): 3 clusters
  Score: Raw -6083189.682754 + Penalty 3524.224669 = -6079665.458086
  nChanged 704
		SP:Iteration 23Q (2291.830000 sec): 3 clusters
  Score: Raw -6083360.086270 + Penalty 3524.224669 = -6079835.861601
  nChanged 741
		SP:Iteration 24Q (2291.960000 sec): 3 clusters
  Score: Raw -6083538.434966 + Penalty 3524.224669 = -6080014.210298
  nChanged 719
		SP:Iteration 25Q (2292.100000 sec): 3 clusters
  Score: Raw -6083704.357316 + Penalty 3524.224669 = -6080180.132648
  nChanged 689
		SP:Iteration 26Q (2292.230000 sec): 3 clusters
  Score: Raw -6083867.607008 + Penalty 3524.224669 = -6080343.382340
  nChanged 651
		SP:Iteration 27Q (2292.360000 sec): 3 clusters
  Score: Raw -6084019.721865 + Penalty 3524.224669 = -6080495.497196
  nChanged 682
		SP:Iteration 28Q (2292.490000 sec): 3 clusters
  Score: Raw -6084182.736564 + Penalty 3524.224669 = -6080658.511895
  nChanged 723
		SP:Iteration 29Q (2292.620000 sec): 3 clusters
  Score: Raw -6084368.147265 + Penalty 3524.224669 = -6080843.922597
  nChanged 788
		SP:Iteration 30Q (2292.750000 sec): 3 clusters
  Score: Raw -6084591.689248 + Penalty 3524.224669 = -6081067.464580
  nChanged 841
		SP:Iteration 31Q (2292.880000 sec): 3 clusters
  Score: Raw -6084839.667544 + Penalty 3524.224669 = -6081315.442875
  nChanged 886
		SP:Iteration 32Q (2293.010000 sec): 3 clusters
  Score: Raw -6085127.845103 + Penalty 3524.224669 = -6081603.620434
  nChanged 895
		SP:Iteration 33Q (2293.140000 sec): 3 clusters
  Score: Raw -6085443.269614 + Penalty 3524.224669 = -6081919.044946
  nChanged 965
		SP:Iteration 34Q (2293.260000 sec): 3 clusters
  Score: Raw -6085821.276372 + Penalty 3524.224669 = -6082297.051704
  nChanged 945
		SP:Iteration 35Q (2293.390000 sec): 3 clusters
  Score: Raw -6086199.512228 + Penalty 3524.224669 = -6082675.287560
  nChanged 901
		SP:Iteration 36Q (2293.510000 sec): 3 clusters
  Score: Raw -6086570.907664 + Penalty 3524.224669 = -6083046.682995
  nChanged 853
		SP:Iteration 37Q (2293.630000 sec): 3 clusters
  Score: Raw -6086943.149352 + Penalty 3524.224669 = -6083418.924683
  nChanged 839
		SP:Iteration 38Q (2293.750000 sec): 3 clusters
  Score: Raw -6087315.106929 + Penalty 3524.224669 = -6083790.882261
  nChanged 771
		SP:Iteration 39Q (2293.860000 sec): 3 clusters
  Score: Raw -6087649.924206 + Penalty 3524.224669 = -6084125.699538
  nChanged 702
		SP:Iteration 40F (2294.000000 sec): 3 clusters
  Score: Raw -6087976.960644 + Penalty 3524.224669 = -6084452.735976
  nChanged 678
		SP:Iteration 41Q (2294.120000 sec): 3 clusters
  Score: Raw -6088302.414829 + Penalty 3524.224669 = -6084778.190161
  nChanged 597
		SP:Iteration 42Q (2294.230000 sec): 3 clusters
  Score: Raw -6088583.607118 + Penalty 3524.224669 = -6085059.382450
  nChanged 490
		SP:Iteration 43Q (2294.340000 sec): 3 clusters
  Score: Raw -6088810.814044 + Penalty 3524.224669 = -6085286.589375
  nChanged 424
		SP:Iteration 44Q (2294.440000 sec): 3 clusters
  Score: Raw -6089011.551351 + Penalty 3524.224669 = -6085487.326683
  nChanged 376
		SP:Iteration 45Q (2294.550000 sec): 3 clusters
  Score: Raw -6089181.778757 + Penalty 3524.224669 = -6085657.554088
  nChanged 320
		SP:Iteration 46Q (2294.660000 sec): 3 clusters
  Score: Raw -6089324.396471 + Penalty 3524.224669 = -6085800.171802
  nChanged 264
		SP:Iteration 47Q (2294.770000 sec): 3 clusters
  Score: Raw -6089433.086153 + Penalty 3524.224669 = -6085908.861485
  nChanged 216
		SP:Iteration 48Q (2294.870000 sec): 3 clusters
  Score: Raw -6089517.217938 + Penalty 3524.224669 = -6085992.993270
  nChanged 182
		SP:Iteration 49Q (2294.980000 sec): 3 clusters
  Score: Raw -6089581.768393 + Penalty 3524.224669 = -6086057.543725
  nChanged 158
		SP:Iteration 50Q (2295.080000 sec): 3 clusters
  Score: Raw -6089636.075894 + Penalty 3524.224669 = -6086111.851226
  nChanged 131
		SP:Iteration 51Q (2295.190000 sec): 3 clusters
  Score: Raw -6089678.858627 + Penalty 3524.224669 = -6086154.633958
  nChanged 109
		SP:Iteration 52Q (2295.290000 sec): 3 clusters
  Score: Raw -6089713.155920 + Penalty 3524.224669 = -6086188.931252
  nChanged 104
		SP:Iteration 53Q (2295.390000 sec): 3 clusters
  Score: Raw -6089745.346062 + Penalty 3524.224669 = -6086221.121394
  nChanged 88
		SP:Iteration 54Q (2295.490000 sec): 3 clusters
  Score: Raw -6089774.989498 + Penalty 3524.224669 = -6086250.764829
  nChanged 82
		SP:Iteration 55Q (2295.590000 sec): 3 clusters
  Score: Raw -6089801.229954 + Penalty 3524.224669 = -6086277.005286
  nChanged 80
		SP:Iteration 56Q (2295.700000 sec): 3 clusters
  Score: Raw -6089829.197698 + Penalty 3524.224669 = -6086304.973030
  nChanged 75
		SP:Iteration 57Q (2295.800000 sec): 3 clusters
  Score: Raw -6089851.543374 + Penalty 3524.224669 = -6086327.318705
  nChanged 59
		SP:Iteration 58Q (2295.900000 sec): 3 clusters
  Score: Raw -6089872.176849 + Penalty 3524.224669 = -6086347.952180
  nChanged 58
		SP:Iteration 59Q (2296.000000 sec): 3 clusters
  Score: Raw -6089891.541068 + Penalty 3524.224669 = -6086367.316399
  nChanged 47
		SP:Iteration 60F (2296.120000 sec): 3 clusters
  Score: Raw -6089905.794843 + Penalty 3524.224669 = -6086381.570175
  nChanged 51
		SP:Iteration 61Q (2296.220000 sec): 3 clusters
  Score: Raw -6089919.364919 + Penalty 3524.224669 = -6086395.140250
  nChanged 38
		SP:Iteration 62Q (2296.320000 sec): 3 clusters
  Score: Raw -6089929.772499 + Penalty 3524.224669 = -6086405.547831
  nChanged 26
		SP:Iteration 63Q (2296.420000 sec): 3 clusters
  Score: Raw -6089938.953582 + Penalty 3524.224669 = -6086414.728914
  nChanged 26
		SP:Iteration 64Q (2296.520000 sec): 3 clusters
  Score: Raw -6089945.610633 + Penalty 3524.224669 = -6086421.385965
  nChanged 19
		SP:Iteration 65Q (2296.620000 sec): 3 clusters
  Score: Raw -6089950.553106 + Penalty 3524.224669 = -6086426.328437
  nChanged 15
		SP:Iteration 66Q (2296.710000 sec): 3 clusters
  Score: Raw -6089955.037179 + Penalty 3524.224669 = -6086430.812510
  nChanged 17
		SP:Iteration 67Q (2296.810000 sec): 3 clusters
  Score: Raw -6089959.473619 + Penalty 3524.224669 = -6086435.248950
  nChanged 19
		SP:Iteration 68Q (2296.900000 sec): 3 clusters
  Score: Raw -6089964.370657 + Penalty 3524.224669 = -6086440.145989
  nChanged 11
		SP:Iteration 69Q (2297.000000 sec): 3 clusters
  Score: Raw -6089967.894005 + Penalty 3524.224669 = -6086443.669337
  nChanged 9
		SP:Iteration 70Q (2297.100000 sec): 3 clusters
  Score: Raw -6089971.268050 + Penalty 3524.224669 = -6086447.043381
  nChanged 9
		SP:Iteration 71Q (2297.200000 sec): 3 clusters
  Score: Raw -6089973.221151 + Penalty 3524.224669 = -6086448.996483
  nChanged 9
		SP:Iteration 72Q (2297.300000 sec): 3 clusters
  Score: Raw -6089975.585536 + Penalty 3524.224669 = -6086451.360868
  nChanged 8
		SP:Iteration 73Q (2297.390000 sec): 3 clusters
  Score: Raw -6089978.366638 + Penalty 3524.224669 = -6086454.141970
  nChanged 16
		SP:Iteration 74Q (2297.490000 sec): 3 clusters
  Score: Raw -6089983.227311 + Penalty 3524.224669 = -6086459.002643
  nChanged 18
		SP:Iteration 75Q (2297.590000 sec): 3 clusters
  Score: Raw -6089987.058302 + Penalty 3524.224669 = -6086462.833633
  nChanged 7
		SP:Iteration 76Q (2297.680000 sec): 3 clusters
  Score: Raw -6089988.980004 + Penalty 3524.224669 = -6086464.755336
  nChanged 5
		SP:Iteration 77Q (2297.780000 sec): 3 clusters
  Score: Raw -6089990.174857 + Penalty 3524.224669 = -6086465.950189
  nChanged 3
		SP:Iteration 78Q (2297.880000 sec): 3 clusters
  Score: Raw -6089990.961924 + Penalty 3524.224669 = -6086466.737255
  nChanged 0
		SP:Iteration 79F (2298.020000 sec): 3 clusters
  Score: Raw -6089990.961924 + Penalty 3524.224669 = -6086466.737255
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (24563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2298.100000 sec): 2 clusters
  Score: Raw -2671604.919441 + Penalty 1642.711935 = -2669962.207506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2298.160000 sec): 3 clusters
  Score: Raw -2656673.470574 + Penalty 3285.423871 = -2653388.046704
  nChanged 11129
		SP:Iteration 1F (2298.230000 sec): 3 clusters
  Score: Raw -2663129.697420 + Penalty 3285.423871 = -2659844.273550
  nChanged 1448
		SP:Iteration 2F (2298.300000 sec): 3 clusters
  Score: Raw -2663805.780142 + Penalty 3285.423871 = -2660520.356272
  nChanged 1344
		SP:Iteration 3F (2298.360000 sec): 3 clusters
  Score: Raw -2664413.868310 + Penalty 3285.423871 = -2661128.444439
  nChanged 1207
		SP:Iteration 4Q (2298.430000 sec): 3 clusters
  Score: Raw -2664960.221983 + Penalty 3285.423871 = -2661674.798112
  nChanged 1122
		SP:Iteration 5Q (2298.500000 sec): 3 clusters
  Score: Raw -2665458.588654 + Penalty 3285.423871 = -2662173.164784
  nChanged 1081
		SP:Iteration 6Q (2298.560000 sec): 3 clusters
  Score: Raw -2665951.030270 + Penalty 3285.423871 = -2662665.606399
  nChanged 1074
		SP:Iteration 7Q (2298.630000 sec): 3 clusters
  Score: Raw -2666459.227916 + Penalty 3285.423871 = -2663173.804046
  nChanged 1046
		SP:Iteration 8Q (2298.700000 sec): 3 clusters
  Score: Raw -2666987.195330 + Penalty 3285.423871 = -2663701.771459
  nChanged 1043
		SP:Iteration 9Q (2298.770000 sec): 3 clusters
  Score: Raw -2667532.609940 + Penalty 3285.423871 = -2664247.186070
  nChanged 1005
		SP:Iteration 10Q (2298.840000 sec): 3 clusters
  Score: Raw -2668032.803412 + Penalty 3285.423871 = -2664747.379542
  nChanged 919
		SP:Iteration 11Q (2298.900000 sec): 3 clusters
  Score: Raw -2668475.516873 + Penalty 3285.423871 = -2665190.093002
  nChanged 835
		SP:Iteration 12Q (2298.960000 sec): 3 clusters
  Score: Raw -2668898.452050 + Penalty 3285.423871 = -2665613.028180
  nChanged 788
		SP:Iteration 13Q (2299.030000 sec): 3 clusters
  Score: Raw -2669287.630576 + Penalty 3285.423871 = -2666002.206705
  nChanged 717
		SP:Iteration 14Q (2299.100000 sec): 3 clusters
  Score: Raw -2669627.160702 + Penalty 3285.423871 = -2666341.736832
  nChanged 640
		SP:Iteration 15Q (2299.160000 sec): 3 clusters
  Score: Raw -2669921.978069 + Penalty 3285.423871 = -2666636.554199
  nChanged 573
		SP:Iteration 16Q (2299.220000 sec): 3 clusters
  Score: Raw -2670144.884049 + Penalty 3285.423871 = -2666859.460178
  nChanged 450
		SP:Iteration 17Q (2299.280000 sec): 3 clusters
  Score: Raw -2670299.500208 + Penalty 3285.423871 = -2667014.076337
  nChanged 393
		SP:Iteration 18Q (2299.350000 sec): 3 clusters
  Score: Raw -2670416.592795 + Penalty 3285.423871 = -2667131.168925
  nChanged 336
		SP:Iteration 19Q (2299.410000 sec): 3 clusters
  Score: Raw -2670503.872196 + Penalty 3285.423871 = -2667218.448325
  nChanged 279
		SP:Iteration 20F (2299.480000 sec): 3 clusters
  Score: Raw -2670571.429972 + Penalty 3285.423871 = -2667286.006101
  nChanged 248
		SP:Iteration 21Q (2299.540000 sec): 3 clusters
  Score: Raw -2670628.120103 + Penalty 3285.423871 = -2667342.696232
  nChanged 238
		SP:Iteration 22Q (2299.600000 sec): 3 clusters
  Score: Raw -2670683.167578 + Penalty 3285.423871 = -2667397.743708
  nChanged 232
		SP:Iteration 23Q (2299.660000 sec): 3 clusters
  Score: Raw -2670734.808186 + Penalty 3285.423871 = -2667449.384315
  nChanged 237
		SP:Iteration 24Q (2299.730000 sec): 3 clusters
  Score: Raw -2670785.795782 + Penalty 3285.423871 = -2667500.371911
  nChanged 252
		SP:Iteration 25Q (2299.790000 sec): 3 clusters
  Score: Raw -2670839.595108 + Penalty 3285.423871 = -2667554.171237
  nChanged 284
		SP:Iteration 26Q (2299.850000 sec): 3 clusters
  Score: Raw -2670907.085468 + Penalty 3285.423871 = -2667621.661597
  nChanged 283
		SP:Iteration 27Q (2299.920000 sec): 3 clusters
  Score: Raw -2670975.370976 + Penalty 3285.423871 = -2667689.947106
  nChanged 289
		SP:Iteration 28Q (2299.980000 sec): 3 clusters
  Score: Raw -2671047.840368 + Penalty 3285.423871 = -2667762.416497
  nChanged 286
		SP:Iteration 29Q (2300.040000 sec): 3 clusters
  Score: Raw -2671120.698668 + Penalty 3285.423871 = -2667835.274797
  nChanged 311
		SP:Iteration 30Q (2300.100000 sec): 3 clusters
  Score: Raw -2671203.914424 + Penalty 3285.423871 = -2667918.490554
  nChanged 316
		SP:Iteration 31Q (2300.160000 sec): 3 clusters
  Score: Raw -2671289.179890 + Penalty 3285.423871 = -2668003.756019
  nChanged 317
		SP:Iteration 32Q (2300.220000 sec): 3 clusters
  Score: Raw -2671381.476409 + Penalty 3285.423871 = -2668096.052538
  nChanged 338
		SP:Iteration 33Q (2300.290000 sec): 3 clusters
  Score: Raw -2671484.167174 + Penalty 3285.423871 = -2668198.743303
  nChanged 351
		SP:Iteration 34Q (2300.350000 sec): 3 clusters
  Score: Raw -2671598.332884 + Penalty 3285.423871 = -2668312.909014
  nChanged 374
		SP:Iteration 35Q (2300.410000 sec): 3 clusters
  Score: Raw -2671729.509550 + Penalty 3285.423871 = -2668444.085680
  nChanged 383
		SP:Iteration 36Q (2300.470000 sec): 3 clusters
  Score: Raw -2671862.297019 + Penalty 3285.423871 = -2668576.873148
  nChanged 360
		SP:Iteration 37Q (2300.530000 sec): 3 clusters
  Score: Raw -2671981.440792 + Penalty 3285.423871 = -2668696.016922
  nChanged 316
		SP:Iteration 38Q (2300.580000 sec): 3 clusters
  Score: Raw -2672086.998654 + Penalty 3285.423871 = -2668801.574784
  nChanged 308
		SP:Iteration 39Q (2300.640000 sec): 3 clusters
  Score: Raw -2672199.132190 + Penalty 3285.423871 = -2668913.708319
  nChanged 312
		SP:Iteration 40F (2300.710000 sec): 3 clusters
  Score: Raw -2672317.218442 + Penalty 3285.423871 = -2669031.794571
  nChanged 298
		SP:Iteration 41Q (2300.760000 sec): 3 clusters
  Score: Raw -2672425.034965 + Penalty 3285.423871 = -2669139.611095
  nChanged 275
		SP:Iteration 42Q (2300.820000 sec): 3 clusters
  Score: Raw -2672533.119304 + Penalty 3285.423871 = -2669247.695434
  nChanged 272
		SP:Iteration 43Q (2300.880000 sec): 3 clusters
  Score: Raw -2672632.776422 + Penalty 3285.423871 = -2669347.352552
  nChanged 235
		SP:Iteration 44Q (2300.940000 sec): 3 clusters
  Score: Raw -2672713.285172 + Penalty 3285.423871 = -2669427.861301
  nChanged 204
		SP:Iteration 45Q (2300.990000 sec): 3 clusters
  Score: Raw -2672779.380280 + Penalty 3285.423871 = -2669493.956409
  nChanged 187
		SP:Iteration 46Q (2301.050000 sec): 3 clusters
  Score: Raw -2672844.578279 + Penalty 3285.423871 = -2669559.154409
  nChanged 175
		SP:Iteration 47Q (2301.110000 sec): 3 clusters
  Score: Raw -2672896.656137 + Penalty 3285.423871 = -2669611.232266
  nChanged 151
		SP:Iteration 48Q (2301.160000 sec): 3 clusters
  Score: Raw -2672940.338911 + Penalty 3285.423871 = -2669654.915041
  nChanged 129
		SP:Iteration 49Q (2301.220000 sec): 3 clusters
  Score: Raw -2672971.083600 + Penalty 3285.423871 = -2669685.659730
  nChanged 107
		SP:Iteration 50Q (2301.270000 sec): 3 clusters
  Score: Raw -2672993.633374 + Penalty 3285.423871 = -2669708.209504
  nChanged 102
		SP:Iteration 51Q (2301.320000 sec): 3 clusters
  Score: Raw -2673015.274239 + Penalty 3285.423871 = -2669729.850369
  nChanged 82
		SP:Iteration 52Q (2301.380000 sec): 3 clusters
  Score: Raw -2673030.600418 + Penalty 3285.423871 = -2669745.176548
  nChanged 76
		SP:Iteration 53Q (2301.430000 sec): 3 clusters
  Score: Raw -2673044.943429 + Penalty 3285.423871 = -2669759.519559
  nChanged 70
		SP:Iteration 54Q (2301.490000 sec): 3 clusters
  Score: Raw -2673059.011124 + Penalty 3285.423871 = -2669773.587253
  nChanged 63
		SP:Iteration 55Q (2301.540000 sec): 3 clusters
  Score: Raw -2673073.066850 + Penalty 3285.423871 = -2669787.642979
  nChanged 67
		SP:Iteration 56Q (2301.590000 sec): 3 clusters
  Score: Raw -2673086.907902 + Penalty 3285.423871 = -2669801.484032
  nChanged 50
		SP:Iteration 57Q (2301.650000 sec): 3 clusters
  Score: Raw -2673096.328518 + Penalty 3285.423871 = -2669810.904648
  nChanged 45
		SP:Iteration 58Q (2301.700000 sec): 3 clusters
  Score: Raw -2673103.198379 + Penalty 3285.423871 = -2669817.774509
  nChanged 36
		SP:Iteration 59Q (2301.750000 sec): 3 clusters
  Score: Raw -2673107.567950 + Penalty 3285.423871 = -2669822.144079
  nChanged 32
		SP:Iteration 60F (2301.820000 sec): 3 clusters
  Score: Raw -2673111.644016 + Penalty 3285.423871 = -2669826.220146
  nChanged 25
		SP:Iteration 61Q (2301.870000 sec): 3 clusters
  Score: Raw -2673114.889198 + Penalty 3285.423871 = -2669829.465327
  nChanged 22
		SP:Iteration 62Q (2301.920000 sec): 3 clusters
  Score: Raw -2673117.439011 + Penalty 3285.423871 = -2669832.015141
  nChanged 19
		SP:Iteration 63Q (2301.980000 sec): 3 clusters
  Score: Raw -2673120.245893 + Penalty 3285.423871 = -2669834.822022
  nChanged 22
		SP:Iteration 64Q (2302.030000 sec): 3 clusters
  Score: Raw -2673123.161257 + Penalty 3285.423871 = -2669837.737387
  nChanged 19
		SP:Iteration 65Q (2302.080000 sec): 3 clusters
  Score: Raw -2673125.141045 + Penalty 3285.423871 = -2669839.717174
  nChanged 13
		SP:Iteration 66Q (2302.140000 sec): 3 clusters
  Score: Raw -2673126.313021 + Penalty 3285.423871 = -2669840.889150
  nChanged 13
		SP:Iteration 67Q (2302.190000 sec): 3 clusters
  Score: Raw -2673127.610014 + Penalty 3285.423871 = -2669842.186144
  nChanged 13
		SP:Iteration 68Q (2302.240000 sec): 3 clusters
  Score: Raw -2673129.251327 + Penalty 3285.423871 = -2669843.827457
  nChanged 12
		SP:Iteration 69Q (2302.300000 sec): 3 clusters
  Score: Raw -2673130.302861 + Penalty 3285.423871 = -2669844.878990
  nChanged 8
		SP:Iteration 70Q (2302.350000 sec): 3 clusters
  Score: Raw -2673131.037461 + Penalty 3285.423871 = -2669845.613590
  nChanged 7
		SP:Iteration 71Q (2302.400000 sec): 3 clusters
  Score: Raw -2673131.951487 + Penalty 3285.423871 = -2669846.527616
  nChanged 9
		SP:Iteration 72Q (2302.460000 sec): 3 clusters
  Score: Raw -2673132.902875 + Penalty 3285.423871 = -2669847.479004
  nChanged 7
		SP:Iteration 73Q (2302.510000 sec): 3 clusters
  Score: Raw -2673133.736702 + Penalty 3285.423871 = -2669848.312832
  nChanged 12
		SP:Iteration 74Q (2302.560000 sec): 3 clusters
  Score: Raw -2673135.139178 + Penalty 3285.423871 = -2669849.715307
  nChanged 16
		SP:Iteration 75Q (2302.620000 sec): 3 clusters
  Score: Raw -2673137.875802 + Penalty 3285.423871 = -2669852.451932
  nChanged 18
		SP:Iteration 76Q (2302.670000 sec): 3 clusters
  Score: Raw -2673140.847784 + Penalty 3285.423871 = -2669855.423913
  nChanged 13
		SP:Iteration 77Q (2302.720000 sec): 3 clusters
  Score: Raw -2673142.068221 + Penalty 3285.423871 = -2669856.644350
  nChanged 9
		SP:Iteration 78Q (2302.780000 sec): 3 clusters
  Score: Raw -2673142.787975 + Penalty 3285.423871 = -2669857.364105
  nChanged 9
		SP:Iteration 79Q (2302.830000 sec): 3 clusters
  Score: Raw -2673143.351200 + Penalty 3285.423871 = -2669857.927330
  nChanged 1
		SP:Iteration 80F (2302.890000 sec): 3 clusters
  Score: Raw -2673143.441757 + Penalty 3285.423871 = -2669858.017886
  nChanged 2
		SP:Iteration 81Q (2302.950000 sec): 3 clusters
  Score: Raw -2673143.615040 + Penalty 3285.423871 = -2669858.191170
  nChanged 1
		SP:Iteration 82Q (2303.000000 sec): 3 clusters
  Score: Raw -2673143.674854 + Penalty 3285.423871 = -2669858.250984
  nChanged 3
		SP:Iteration 83Q (2303.050000 sec): 3 clusters
  Score: Raw -2673143.916401 + Penalty 3285.423871 = -2669858.492530
  nChanged 1
		SP:Iteration 84Q (2303.110000 sec): 3 clusters
  Score: Raw -2673143.982835 + Penalty 3285.423871 = -2669858.558964
  nChanged 0
		SP:Iteration 85F (2303.170000 sec): 3 clusters
  Score: Raw -2673143.982835 + Penalty 3285.423871 = -2669858.558964
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (1242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2303.190000 sec): 2 clusters
  Score: Raw -123618.785484 + Penalty 1157.727718 = -122461.057766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2303.200000 sec): 3 clusters
  Score: Raw -123190.746720 + Penalty 2315.455435 = -120875.291285
  nChanged 420
		SP:Iteration 1F (2303.200000 sec): 3 clusters
  Score: Raw -123636.343857 + Penalty 2315.455435 = -121320.888422
  nChanged 120
		SP:Iteration 2F (2303.200000 sec): 3 clusters
  Score: Raw -123882.534835 + Penalty 2315.455435 = -121567.079400
  nChanged 83
		SP:Iteration 3F (2303.200000 sec): 3 clusters
  Score: Raw -124018.959924 + Penalty 2315.455435 = -121703.504488
  nChanged 54
		SP:Iteration 4Q (2303.210000 sec): 3 clusters
  Score: Raw -124096.241653 + Penalty 2315.455435 = -121780.786218
  nChanged 54
		SP:Iteration 5Q (2303.210000 sec): 3 clusters
  Score: Raw -124179.107951 + Penalty 2315.455435 = -121863.652516
  nChanged 43
		SP:Iteration 6Q (2303.220000 sec): 3 clusters
  Score: Raw -124242.048705 + Penalty 2315.455435 = -121926.593270
  nChanged 43
		SP:Iteration 7Q (2303.220000 sec): 3 clusters
  Score: Raw -124295.565129 + Penalty 2315.455435 = -121980.109694
  nChanged 26
		SP:Iteration 8Q (2303.220000 sec): 3 clusters
  Score: Raw -124334.399683 + Penalty 2315.455435 = -122018.944248
  nChanged 33
		SP:Iteration 9Q (2303.220000 sec): 3 clusters
  Score: Raw -124380.605445 + Penalty 2315.455435 = -122065.150010
  nChanged 22
		SP:Iteration 10Q (2303.220000 sec): 3 clusters
  Score: Raw -124404.459950 + Penalty 2315.455435 = -122089.004514
  nChanged 15
		SP:Iteration 11Q (2303.230000 sec): 3 clusters
  Score: Raw -124432.084605 + Penalty 2315.455435 = -122116.629169
  nChanged 16
		SP:Iteration 12Q (2303.230000 sec): 3 clusters
  Score: Raw -124452.031475 + Penalty 2315.455435 = -122136.576039
  nChanged 6
		SP:Iteration 13Q (2303.230000 sec): 3 clusters
  Score: Raw -124467.863455 + Penalty 2315.455435 = -122152.408019
  nChanged 8
		SP:Iteration 14Q (2303.240000 sec): 3 clusters
  Score: Raw -124485.286015 + Penalty 2315.455435 = -122169.830580
  nChanged 13
		SP:Iteration 15Q (2303.240000 sec): 3 clusters
  Score: Raw -124509.666935 + Penalty 2315.455435 = -122194.211499
  nChanged 14
		SP:Iteration 16Q (2303.240000 sec): 3 clusters
  Score: Raw -124556.441440 + Penalty 2315.455435 = -122240.986005
  nChanged 15
		SP:Iteration 17Q (2303.240000 sec): 3 clusters
  Score: Raw -124583.244749 + Penalty 2315.455435 = -122267.789313
  nChanged 10
		SP:Iteration 18Q (2303.240000 sec): 3 clusters
  Score: Raw -124599.790882 + Penalty 2315.455435 = -122284.335447
  nChanged 10
		SP:Iteration 19Q (2303.250000 sec): 3 clusters
  Score: Raw -124616.224947 + Penalty 2315.455435 = -122300.769511
  nChanged 9
		SP:Iteration 20F (2303.250000 sec): 3 clusters
  Score: Raw -124638.273779 + Penalty 2315.455435 = -122322.818344
  nChanged 8
		SP:Iteration 21Q (2303.250000 sec): 3 clusters
  Score: Raw -124660.651653 + Penalty 2315.455435 = -122345.196218
  nChanged 14
		SP:Iteration 22Q (2303.260000 sec): 3 clusters
  Score: Raw -124689.178649 + Penalty 2315.455435 = -122373.723214
  nChanged 10
		SP:Iteration 23Q (2303.260000 sec): 3 clusters
  Score: Raw -124716.574892 + Penalty 2315.455435 = -122401.119457
  nChanged 9
		SP:Iteration 24Q (2303.260000 sec): 3 clusters
  Score: Raw -124732.438217 + Penalty 2315.455435 = -122416.982782
  nChanged 10
		SP:Iteration 25Q (2303.260000 sec): 3 clusters
  Score: Raw -124744.197400 + Penalty 2315.455435 = -122428.741965
  nChanged 9
		SP:Iteration 26Q (2303.260000 sec): 3 clusters
  Score: Raw -124759.142108 + Penalty 2315.455435 = -122443.686673
  nChanged 6
		SP:Iteration 27Q (2303.270000 sec): 3 clusters
  Score: Raw -124771.590643 + Penalty 2315.455435 = -122456.135208
  nChanged 5
		SP:Iteration 28Q (2303.270000 sec): 3 clusters
  Score: Raw -124791.215479 + Penalty 2315.455435 = -122475.760044
  nChanged 6
		SP:Iteration 29Q (2303.270000 sec): 3 clusters
  Score: Raw -124798.789595 + Penalty 2315.455435 = -122483.334160
  nChanged 3
		SP:Iteration 30Q (2303.280000 sec): 3 clusters
  Score: Raw -124800.889968 + Penalty 2315.455435 = -122485.434533
  nChanged 5
		SP:Iteration 31Q (2303.280000 sec): 3 clusters
  Score: Raw -124809.799008 + Penalty 2315.455435 = -122494.343573
  nChanged 6
		SP:Iteration 32Q (2303.280000 sec): 3 clusters
  Score: Raw -124816.610069 + Penalty 2315.455435 = -122501.154634
  nChanged 3
		SP:Iteration 33Q (2303.280000 sec): 3 clusters
  Score: Raw -124818.858611 + Penalty 2315.455435 = -122503.403175
  nChanged 2
		SP:Iteration 34Q (2303.280000 sec): 3 clusters
  Score: Raw -124820.488684 + Penalty 2315.455435 = -122505.033249
  nChanged 2
		SP:Iteration 35Q (2303.290000 sec): 3 clusters
  Score: Raw -124822.491986 + Penalty 2315.455435 = -122507.036551
  nChanged 1
		SP:Iteration 36Q (2303.290000 sec): 3 clusters
  Score: Raw -124824.170283 + Penalty 2315.455435 = -122508.714847
  nChanged 0
		SP:Iteration 37F (2303.290000 sec): 3 clusters
  Score: Raw -124824.170283 + Penalty 2315.455435 = -122508.714847
  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 12.42 GB.

 Trying to split cluster 6 (1424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2303.300000 sec): 2 clusters
  Score: Raw -162854.513325 + Penalty 1179.949077 = -161674.564247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2303.310000 sec): 3 clusters
  Score: Raw -162320.983249 + Penalty 2359.898155 = -159961.085094
  nChanged 452
		SP:Iteration 1F (2303.310000 sec): 3 clusters
  Score: Raw -162642.386221 + Penalty 2359.898155 = -160282.488066
  nChanged 109
		SP:Iteration 2F (2303.320000 sec): 3 clusters
  Score: Raw -162739.777018 + Penalty 2359.898155 = -160379.878863
  nChanged 67
		SP:Iteration 3Q (2303.320000 sec): 3 clusters
  Score: Raw -162795.975548 + Penalty 2359.898155 = -160436.077393
  nChanged 53
		SP:Iteration 4Q (2303.320000 sec): 3 clusters
  Score: Raw -162843.223124 + Penalty 2359.898155 = -160483.324969
  nChanged 43
		SP:Iteration 5Q (2303.320000 sec): 3 clusters
  Score: Raw -162877.257340 + Penalty 2359.898155 = -160517.359186
  nChanged 28
		SP:Iteration 6Q (2303.330000 sec): 3 clusters
  Score: Raw -162898.311281 + Penalty 2359.898155 = -160538.413126
  nChanged 25
		SP:Iteration 7Q (2303.330000 sec): 3 clusters
  Score: Raw -162920.019719 + Penalty 2359.898155 = -160560.121565
  nChanged 26
		SP:Iteration 8Q (2303.340000 sec): 3 clusters
  Score: Raw -162936.859325 + Penalty 2359.898155 = -160576.961170
  nChanged 19
		SP:Iteration 9Q (2303.340000 sec): 3 clusters
  Score: Raw -162949.653909 + Penalty 2359.898155 = -160589.755754
  nChanged 13
		SP:Iteration 10Q (2303.340000 sec): 3 clusters
  Score: Raw -162957.758387 + Penalty 2359.898155 = -160597.860232
  nChanged 7
		SP:Iteration 11Q (2303.350000 sec): 3 clusters
  Score: Raw -162961.515937 + Penalty 2359.898155 = -160601.617782
  nChanged 14
		SP:Iteration 12Q (2303.350000 sec): 3 clusters
  Score: Raw -162971.183371 + Penalty 2359.898155 = -160611.285216
  nChanged 19
		SP:Iteration 13Q (2303.350000 sec): 3 clusters
  Score: Raw -162986.585718 + Penalty 2359.898155 = -160626.687563
  nChanged 17
		SP:Iteration 14Q (2303.360000 sec): 3 clusters
  Score: Raw -163001.407423 + Penalty 2359.898155 = -160641.509268
  nChanged 22
		SP:Iteration 15Q (2303.360000 sec): 3 clusters
  Score: Raw -163018.281592 + Penalty 2359.898155 = -160658.383437
  nChanged 20
		SP:Iteration 16Q (2303.360000 sec): 3 clusters
  Score: Raw -163033.026065 + Penalty 2359.898155 = -160673.127910
  nChanged 15
		SP:Iteration 17Q (2303.370000 sec): 3 clusters
  Score: Raw -163044.306736 + Penalty 2359.898155 = -160684.408581
  nChanged 14
		SP:Iteration 18Q (2303.370000 sec): 3 clusters
  Score: Raw -163055.034702 + Penalty 2359.898155 = -160695.136547
  nChanged 8
		SP:Iteration 19Q (2303.380000 sec): 3 clusters
  Score: Raw -163060.878338 + Penalty 2359.898155 = -160700.980183
  nChanged 7
		SP:Iteration 20F (2303.380000 sec): 3 clusters
  Score: Raw -163064.799108 + Penalty 2359.898155 = -160704.900953
  nChanged 6
		SP:Iteration 21Q (2303.380000 sec): 3 clusters
  Score: Raw -163069.642530 + Penalty 2359.898155 = -160709.744375
  nChanged 4
		SP:Iteration 22Q (2303.380000 sec): 3 clusters
  Score: Raw -163072.751726 + Penalty 2359.898155 = -160712.853572
  nChanged 1
		SP:Iteration 23Q (2303.390000 sec): 3 clusters
  Score: Raw -163073.828851 + Penalty 2359.898155 = -160713.930696
  nChanged 3
		SP:Iteration 24Q (2303.390000 sec): 3 clusters
  Score: Raw -163075.410018 + Penalty 2359.898155 = -160715.511863
  nChanged 4
		SP:Iteration 25Q (2303.400000 sec): 3 clusters
  Score: Raw -163079.538505 + Penalty 2359.898155 = -160719.640350
  nChanged 3
		SP:Iteration 26Q (2303.400000 sec): 3 clusters
  Score: Raw -163081.176186 + Penalty 2359.898155 = -160721.278031
  nChanged 4
		SP:Iteration 27Q (2303.400000 sec): 3 clusters
  Score: Raw -163083.486502 + Penalty 2359.898155 = -160723.588348
  nChanged 4
		SP:Iteration 28Q (2303.400000 sec): 3 clusters
  Score: Raw -163086.117968 + Penalty 2359.898155 = -160726.219813
  nChanged 1
		SP:Iteration 29Q (2303.410000 sec): 3 clusters
  Score: Raw -163086.606225 + Penalty 2359.898155 = -160726.708070
  nChanged 2
		SP:Iteration 30Q (2303.410000 sec): 3 clusters
  Score: Raw -163087.743489 + Penalty 2359.898155 = -160727.845334
  nChanged 0
		SP:Iteration 31F (2303.420000 sec): 3 clusters
  Score: Raw -163087.743489 + Penalty 2359.898155 = -160727.845334
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (18236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2303.480000 sec): 2 clusters
  Score: Raw -2170592.637137 + Penalty 1594.312353 = -2168998.324784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2303.520000 sec): 3 clusters
  Score: Raw -2159648.583989 + Penalty 3188.624706 = -2156459.959283
  nChanged 8280
		SP:Iteration 1F (2303.570000 sec): 3 clusters
  Score: Raw -2164158.540107 + Penalty 3188.624706 = -2160969.915401
  nChanged 977
		SP:Iteration 2F (2303.620000 sec): 3 clusters
  Score: Raw -2164602.147294 + Penalty 3188.624706 = -2161413.522588
  nChanged 957
		SP:Iteration 3F (2303.670000 sec): 3 clusters
  Score: Raw -2165075.025844 + Penalty 3188.624706 = -2161886.401138
  nChanged 967
		SP:Iteration 4F (2303.720000 sec): 3 clusters
  Score: Raw -2165614.684134 + Penalty 3188.624706 = -2162426.059428
  nChanged 1089
		SP:Iteration 5F (2303.760000 sec): 3 clusters
  Score: Raw -2166349.885728 + Penalty 3188.624706 = -2163161.261022
  nChanged 1153
		SP:Iteration 6F (2303.820000 sec): 3 clusters
  Score: Raw -2167161.771466 + Penalty 3188.624706 = -2163973.146760
  nChanged 1123
		SP:Iteration 7F (2303.860000 sec): 3 clusters
  Score: Raw -2167898.685866 + Penalty 3188.624706 = -2164710.061160
  nChanged 966
		SP:Iteration 8F (2303.910000 sec): 3 clusters
  Score: Raw -2168471.407645 + Penalty 3188.624706 = -2165282.782939
  nChanged 747
		SP:Iteration 9Q (2303.960000 sec): 3 clusters
  Score: Raw -2168836.380627 + Penalty 3188.624706 = -2165647.755921
  nChanged 531
		SP:Iteration 10Q (2304.010000 sec): 3 clusters
  Score: Raw -2169036.144625 + Penalty 3188.624706 = -2165847.519919
  nChanged 388
		SP:Iteration 11Q (2304.060000 sec): 3 clusters
  Score: Raw -2169161.481617 + Penalty 3188.624706 = -2165972.856911
  nChanged 304
		SP:Iteration 12Q (2304.100000 sec): 3 clusters
  Score: Raw -2169261.481472 + Penalty 3188.624706 = -2166072.856766
  nChanged 290
		SP:Iteration 13Q (2304.150000 sec): 3 clusters
  Score: Raw -2169366.829028 + Penalty 3188.624706 = -2166178.204322
  nChanged 283
		SP:Iteration 14Q (2304.200000 sec): 3 clusters
  Score: Raw -2169467.449770 + Penalty 3188.624706 = -2166278.825064
  nChanged 284
		SP:Iteration 15Q (2304.240000 sec): 3 clusters
  Score: Raw -2169567.262188 + Penalty 3188.624706 = -2166378.637482
  nChanged 280
		SP:Iteration 16Q (2304.290000 sec): 3 clusters
  Score: Raw -2169660.503257 + Penalty 3188.624706 = -2166471.878551
  nChanged 244
		SP:Iteration 17Q (2304.340000 sec): 3 clusters
  Score: Raw -2169735.856183 + Penalty 3188.624706 = -2166547.231477
  nChanged 226
		SP:Iteration 18Q (2304.380000 sec): 3 clusters
  Score: Raw -2169791.456486 + Penalty 3188.624706 = -2166602.831780
  nChanged 162
		SP:Iteration 19Q (2304.430000 sec): 3 clusters
  Score: Raw -2169822.026339 + Penalty 3188.624706 = -2166633.401633
  nChanged 155
		SP:Iteration 20F (2304.480000 sec): 3 clusters
  Score: Raw -2169850.797866 + Penalty 3188.624706 = -2166662.173160
  nChanged 125
		SP:Iteration 21Q (2304.530000 sec): 3 clusters
  Score: Raw -2169870.675745 + Penalty 3188.624706 = -2166682.051039
  nChanged 112
		SP:Iteration 22Q (2304.580000 sec): 3 clusters
  Score: Raw -2169891.088010 + Penalty 3188.624706 = -2166702.463304
  nChanged 122
		SP:Iteration 23Q (2304.620000 sec): 3 clusters
  Score: Raw -2169913.225500 + Penalty 3188.624706 = -2166724.600794
  nChanged 115
		SP:Iteration 24Q (2304.670000 sec): 3 clusters
  Score: Raw -2169933.931340 + Penalty 3188.624706 = -2166745.306634
  nChanged 106
		SP:Iteration 25Q (2304.720000 sec): 3 clusters
  Score: Raw -2169948.454156 + Penalty 3188.624706 = -2166759.829450
  nChanged 84
		SP:Iteration 26Q (2304.760000 sec): 3 clusters
  Score: Raw -2169959.478730 + Penalty 3188.624706 = -2166770.854024
  nChanged 76
		SP:Iteration 27Q (2304.810000 sec): 3 clusters
  Score: Raw -2169969.052610 + Penalty 3188.624706 = -2166780.427904
  nChanged 58
		SP:Iteration 28Q (2304.860000 sec): 3 clusters
  Score: Raw -2169974.577890 + Penalty 3188.624706 = -2166785.953184
  nChanged 50
		SP:Iteration 29Q (2304.900000 sec): 3 clusters
  Score: Raw -2169980.521348 + Penalty 3188.624706 = -2166791.896642
  nChanged 47
		SP:Iteration 30Q (2304.950000 sec): 3 clusters
  Score: Raw -2169986.076600 + Penalty 3188.624706 = -2166797.451894
  nChanged 41
		SP:Iteration 31Q (2305.000000 sec): 3 clusters
  Score: Raw -2169990.891269 + Penalty 3188.624706 = -2166802.266563
  nChanged 42
		SP:Iteration 32Q (2305.040000 sec): 3 clusters
  Score: Raw -2169994.461261 + Penalty 3188.624706 = -2166805.836556
  nChanged 28
		SP:Iteration 33Q (2305.090000 sec): 3 clusters
  Score: Raw -2169997.573954 + Penalty 3188.624706 = -2166808.949248
  nChanged 32
		SP:Iteration 34Q (2305.130000 sec): 3 clusters
  Score: Raw -2169999.744242 + Penalty 3188.624706 = -2166811.119536
  nChanged 15
		SP:Iteration 35Q (2305.180000 sec): 3 clusters
  Score: Raw -2170000.643991 + Penalty 3188.624706 = -2166812.019285
  nChanged 10
		SP:Iteration 36Q (2305.230000 sec): 3 clusters
  Score: Raw -2170001.543571 + Penalty 3188.624706 = -2166812.918866
  nChanged 13
		SP:Iteration 37Q (2305.280000 sec): 3 clusters
  Score: Raw -2170002.357613 + Penalty 3188.624706 = -2166813.732907
  nChanged 9
		SP:Iteration 38Q (2305.320000 sec): 3 clusters
  Score: Raw -2170002.852424 + Penalty 3188.624706 = -2166814.227718
  nChanged 10
		SP:Iteration 39Q (2305.370000 sec): 3 clusters
  Score: Raw -2170003.352794 + Penalty 3188.624706 = -2166814.728088
  nChanged 6
		SP:Iteration 40F (2305.420000 sec): 3 clusters
  Score: Raw -2170003.623562 + Penalty 3188.624706 = -2166814.998856
  nChanged 4
		SP:Iteration 41Q (2305.470000 sec): 3 clusters
  Score: Raw -2170003.873996 + Penalty 3188.624706 = -2166815.249290
  nChanged 4
		SP:Iteration 42Q (2305.520000 sec): 3 clusters
  Score: Raw -2170004.070282 + Penalty 3188.624706 = -2166815.445576
  nChanged 6
		SP:Iteration 43Q (2305.560000 sec): 3 clusters
  Score: Raw -2170004.333789 + Penalty 3188.624706 = -2166815.709083
  nChanged 4
		SP:Iteration 44Q (2305.610000 sec): 3 clusters
  Score: Raw -2170004.489913 + Penalty 3188.624706 = -2166815.865207
  nChanged 4
		SP:Iteration 45Q (2305.660000 sec): 3 clusters
  Score: Raw -2170004.719308 + Penalty 3188.624706 = -2166816.094602
  nChanged 2
		SP:Iteration 46Q (2305.710000 sec): 3 clusters
  Score: Raw -2170004.846105 + Penalty 3188.624706 = -2166816.221399
  nChanged 2
		SP:Iteration 47Q (2305.760000 sec): 3 clusters
  Score: Raw -2170004.897820 + Penalty 3188.624706 = -2166816.273114
  nChanged 0
		SP:Iteration 48F (2305.810000 sec): 3 clusters
  Score: Raw -2170004.897820 + Penalty 3188.624706 = -2166816.273114
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2305.820000 sec): 2 clusters
  Score: Raw -110077.719884 + Penalty 1143.516987 = -108934.202897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2305.830000 sec): 3 clusters
  Score: Raw -109709.297689 + Penalty 2287.033975 = -107422.263714
  nChanged 369
		SP:Iteration 1F (2305.830000 sec): 3 clusters
  Score: Raw -110039.688771 + Penalty 2287.033975 = -107752.654796
  nChanged 107
		SP:Iteration 2F (2305.830000 sec): 3 clusters
  Score: Raw -110197.636915 + Penalty 2287.033975 = -107910.602940
  nChanged 89
		SP:Iteration 3F (2305.840000 sec): 3 clusters
  Score: Raw -110364.787113 + Penalty 2287.033975 = -108077.753139
  nChanged 85
		SP:Iteration 4F (2305.840000 sec): 3 clusters
  Score: Raw -110518.804731 + Penalty 2287.033975 = -108231.770756
  nChanged 56
		SP:Iteration 5Q (2305.840000 sec): 3 clusters
  Score: Raw -110616.741679 + Penalty 2287.033975 = -108329.707704
  nChanged 38
		SP:Iteration 6Q (2305.840000 sec): 3 clusters
  Score: Raw -110697.250870 + Penalty 2287.033975 = -108410.216896
  nChanged 40
		SP:Iteration 7Q (2305.850000 sec): 3 clusters
  Score: Raw -110764.354318 + Penalty 2287.033975 = -108477.320344
  nChanged 28
		SP:Iteration 8Q (2305.850000 sec): 3 clusters
  Score: Raw -110804.122111 + Penalty 2287.033975 = -108517.088136
  nChanged 24
		SP:Iteration 9Q (2305.850000 sec): 3 clusters
  Score: Raw -110829.413630 + Penalty 2287.033975 = -108542.379655
  nChanged 16
		SP:Iteration 10Q (2305.860000 sec): 3 clusters
  Score: Raw -110843.216954 + Penalty 2287.033975 = -108556.182980
  nChanged 7
		SP:Iteration 11Q (2305.860000 sec): 3 clusters
  Score: Raw -110849.938909 + Penalty 2287.033975 = -108562.904934
  nChanged 8
		SP:Iteration 12Q (2305.860000 sec): 3 clusters
  Score: Raw -110859.222389 + Penalty 2287.033975 = -108572.188414
  nChanged 8
		SP:Iteration 13Q (2305.860000 sec): 3 clusters
  Score: Raw -110865.578533 + Penalty 2287.033975 = -108578.544558
  nChanged 5
		SP:Iteration 14Q (2305.860000 sec): 3 clusters
  Score: Raw -110870.913328 + Penalty 2287.033975 = -108583.879353
  nChanged 0
		SP:Iteration 15F (2305.870000 sec): 3 clusters
  Score: Raw -110872.612874 + Penalty 2287.033975 = -108585.578899
  nChanged 1
		SP:Iteration 16Q (2305.870000 sec): 3 clusters
  Score: Raw -110879.691971 + Penalty 2287.033975 = -108592.657996
  nChanged 4
		SP:Iteration 17Q (2305.870000 sec): 3 clusters
  Score: Raw -110882.865257 + Penalty 2287.033975 = -108595.831282
  nChanged 3
		SP:Iteration 18Q (2305.880000 sec): 3 clusters
  Score: Raw -110885.229616 + Penalty 2287.033975 = -108598.195641
  nChanged 0
		SP:Iteration 19F (2305.880000 sec): 3 clusters
  Score: Raw -110885.229616 + Penalty 2287.033975 = -108598.195641
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 9 (35103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2305.990000 sec): 2 clusters
  Score: Raw -4029947.771661 + Penalty 1700.731805 = -4028247.039856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2306.090000 sec): 3 clusters
  Score: Raw -4008149.101553 + Penalty 3401.463610 = -4004747.637944
  nChanged 16201
		SP:Iteration 1F (2306.180000 sec): 3 clusters
  Score: Raw -4017158.521838 + Penalty 3401.463610 = -4013757.058228
  nChanged 1473
		SP:Iteration 2Q (2306.280000 sec): 3 clusters
  Score: Raw -4017631.104540 + Penalty 3401.463610 = -4014229.640930
  nChanged 1484
		SP:Iteration 3Q (2306.380000 sec): 3 clusters
  Score: Raw -4018179.757401 + Penalty 3401.463610 = -4014778.293791
  nChanged 1585
		SP:Iteration 4Q (2306.480000 sec): 3 clusters
  Score: Raw -4018960.338172 + Penalty 3401.463610 = -4015558.874563
  nChanged 1808
		SP:Iteration 5F (2306.570000 sec): 3 clusters
  Score: Raw -4019975.056359 + Penalty 3401.463610 = -4016573.592750
  nChanged 2018
		SP:Iteration 6F (2306.670000 sec): 3 clusters
  Score: Raw -4021264.872542 + Penalty 3401.463610 = -4017863.408932
  nChanged 2072
		SP:Iteration 7F (2306.760000 sec): 3 clusters
  Score: Raw -4022558.050735 + Penalty 3401.463610 = -4019156.587125
  nChanged 1995
		SP:Iteration 8F (2306.860000 sec): 3 clusters
  Score: Raw -4023640.200145 + Penalty 3401.463610 = -4020238.736535
  nChanged 1714
		SP:Iteration 9Q (2306.950000 sec): 3 clusters
  Score: Raw -4024398.790991 + Penalty 3401.463610 = -4020997.327381
  nChanged 1320
		SP:Iteration 10Q (2307.050000 sec): 3 clusters
  Score: Raw -4024927.481446 + Penalty 3401.463610 = -4021526.017836
  nChanged 1144
		SP:Iteration 11Q (2307.140000 sec): 3 clusters
  Score: Raw -4025329.385568 + Penalty 3401.463610 = -4021927.921959
  nChanged 946
		SP:Iteration 12Q (2307.240000 sec): 3 clusters
  Score: Raw -4025641.426961 + Penalty 3401.463610 = -4022239.963351
  nChanged 847
		SP:Iteration 13Q (2307.330000 sec): 3 clusters
  Score: Raw -4025910.979819 + Penalty 3401.463610 = -4022509.516209
  nChanged 817
		SP:Iteration 14Q (2307.420000 sec): 3 clusters
  Score: Raw -4026182.757522 + Penalty 3401.463610 = -4022781.293912
  nChanged 764
		SP:Iteration 15Q (2307.520000 sec): 3 clusters
  Score: Raw -4026425.561183 + Penalty 3401.463610 = -4023024.097573
  nChanged 730
		SP:Iteration 16Q (2307.610000 sec): 3 clusters
  Score: Raw -4026659.602291 + Penalty 3401.463610 = -4023258.138681
  nChanged 672
		SP:Iteration 17Q (2307.700000 sec): 3 clusters
  Score: Raw -4026869.253801 + Penalty 3401.463610 = -4023467.790192
  nChanged 656
		SP:Iteration 18Q (2307.800000 sec): 3 clusters
  Score: Raw -4027071.185777 + Penalty 3401.463610 = -4023669.722168
  nChanged 627
		SP:Iteration 19Q (2307.890000 sec): 3 clusters
  Score: Raw -4027260.155945 + Penalty 3401.463610 = -4023858.692335
  nChanged 619
		SP:Iteration 20F (2307.980000 sec): 3 clusters
  Score: Raw -4027444.491036 + Penalty 3401.463610 = -4024043.027426
  nChanged 609
		SP:Iteration 21Q (2308.070000 sec): 3 clusters
  Score: Raw -4027619.955065 + Penalty 3401.463610 = -4024218.491455
  nChanged 532
		SP:Iteration 22Q (2308.160000 sec): 3 clusters
  Score: Raw -4027768.996499 + Penalty 3401.463610 = -4024367.532889
  nChanged 520
		SP:Iteration 23Q (2308.250000 sec): 3 clusters
  Score: Raw -4027917.423128 + Penalty 3401.463610 = -4024515.959518
  nChanged 500
		SP:Iteration 24Q (2308.340000 sec): 3 clusters
  Score: Raw -4028064.983258 + Penalty 3401.463610 = -4024663.519648
  nChanged 539
		SP:Iteration 25Q (2308.430000 sec): 3 clusters
  Score: Raw -4028231.748555 + Penalty 3401.463610 = -4024830.284945
  nChanged 490
		SP:Iteration 26Q (2308.520000 sec): 3 clusters
  Score: Raw -4028380.779040 + Penalty 3401.463610 = -4024979.315430
  nChanged 484
		SP:Iteration 27Q (2308.600000 sec): 3 clusters
  Score: Raw -4028532.426449 + Penalty 3401.463610 = -4025130.962839
  nChanged 470
		SP:Iteration 28Q (2308.690000 sec): 3 clusters
  Score: Raw -4028671.574506 + Penalty 3401.463610 = -4025270.110896
  nChanged 446
		SP:Iteration 29Q (2308.780000 sec): 3 clusters
  Score: Raw -4028798.708715 + Penalty 3401.463610 = -4025397.245105
  nChanged 388
		SP:Iteration 30Q (2308.860000 sec): 3 clusters
  Score: Raw -4028900.278296 + Penalty 3401.463610 = -4025498.814687
  nChanged 369
		SP:Iteration 31Q (2308.940000 sec): 3 clusters
  Score: Raw -4028997.245111 + Penalty 3401.463610 = -4025595.781501
  nChanged 373
		SP:Iteration 32Q (2309.030000 sec): 3 clusters
  Score: Raw -4029102.729432 + Penalty 3401.463610 = -4025701.265822
  nChanged 365
		SP:Iteration 33Q (2309.110000 sec): 3 clusters
  Score: Raw -4029205.259530 + Penalty 3401.463610 = -4025803.795921
  nChanged 346
		SP:Iteration 34Q (2309.200000 sec): 3 clusters
  Score: Raw -4029305.359831 + Penalty 3401.463610 = -4025903.896221
  nChanged 342
		SP:Iteration 35Q (2309.280000 sec): 3 clusters
  Score: Raw -4029409.842965 + Penalty 3401.463610 = -4026008.379356
  nChanged 321
		SP:Iteration 36Q (2309.360000 sec): 3 clusters
  Score: Raw -4029505.355643 + Penalty 3401.463610 = -4026103.892034
  nChanged 300
		SP:Iteration 37Q (2309.440000 sec): 3 clusters
  Score: Raw -4029591.401781 + Penalty 3401.463610 = -4026189.938171
  nChanged 277
		SP:Iteration 38Q (2309.520000 sec): 3 clusters
  Score: Raw -4029668.804570 + Penalty 3401.463610 = -4026267.340960
  nChanged 246
		SP:Iteration 39Q (2309.600000 sec): 3 clusters
  Score: Raw -4029737.679758 + Penalty 3401.463610 = -4026336.216149
  nChanged 226
		SP:Iteration 40F (2309.690000 sec): 3 clusters
  Score: Raw -4029804.836389 + Penalty 3401.463610 = -4026403.372779
  nChanged 206
		SP:Iteration 41Q (2309.770000 sec): 3 clusters
  Score: Raw -4029864.497329 + Penalty 3401.463610 = -4026463.033719
  nChanged 198
		SP:Iteration 42Q (2309.850000 sec): 3 clusters
  Score: Raw -4029916.489153 + Penalty 3401.463610 = -4026515.025543
  nChanged 165
		SP:Iteration 43Q (2309.920000 sec): 3 clusters
  Score: Raw -4029954.245038 + Penalty 3401.463610 = -4026552.781429
  nChanged 133
		SP:Iteration 44Q (2310.000000 sec): 3 clusters
  Score: Raw -4029981.152186 + Penalty 3401.463610 = -4026579.688576
  nChanged 101
		SP:Iteration 45Q (2310.080000 sec): 3 clusters
  Score: Raw -4030000.892829 + Penalty 3401.463610 = -4026599.429219
  nChanged 100
		SP:Iteration 46Q (2310.150000 sec): 3 clusters
  Score: Raw -4030021.002167 + Penalty 3401.463610 = -4026619.538557
  nChanged 88
		SP:Iteration 47Q (2310.230000 sec): 3 clusters
  Score: Raw -4030039.517411 + Penalty 3401.463610 = -4026638.053802
  nChanged 91
		SP:Iteration 48Q (2310.310000 sec): 3 clusters
  Score: Raw -4030058.416846 + Penalty 3401.463610 = -4026656.953236
  nChanged 87
		SP:Iteration 49Q (2310.380000 sec): 3 clusters
  Score: Raw -4030074.535317 + Penalty 3401.463610 = -4026673.071707
  nChanged 73
		SP:Iteration 50Q (2310.460000 sec): 3 clusters
  Score: Raw -4030089.848425 + Penalty 3401.463610 = -4026688.384816
  nChanged 75
		SP:Iteration 51Q (2310.530000 sec): 3 clusters
  Score: Raw -4030103.041664 + Penalty 3401.463610 = -4026701.578054
  nChanged 77
		SP:Iteration 52Q (2310.610000 sec): 3 clusters
  Score: Raw -4030118.191510 + Penalty 3401.463610 = -4026716.727900
  nChanged 83
		SP:Iteration 53Q (2310.680000 sec): 3 clusters
  Score: Raw -4030132.988884 + Penalty 3401.463610 = -4026731.525275
  nChanged 65
		SP:Iteration 54Q (2310.760000 sec): 3 clusters
  Score: Raw -4030145.751617 + Penalty 3401.463610 = -4026744.288008
  nChanged 62
		SP:Iteration 55Q (2310.830000 sec): 3 clusters
  Score: Raw -4030156.959161 + Penalty 3401.463610 = -4026755.495551
  nChanged 54
		SP:Iteration 56Q (2310.910000 sec): 3 clusters
  Score: Raw -4030166.267104 + Penalty 3401.463610 = -4026764.803494
  nChanged 58
		SP:Iteration 57Q (2310.980000 sec): 3 clusters
  Score: Raw -4030179.030010 + Penalty 3401.463610 = -4026777.566400
  nChanged 57
		SP:Iteration 58Q (2311.060000 sec): 3 clusters
  Score: Raw -4030190.968524 + Penalty 3401.463610 = -4026789.504914
  nChanged 58
		SP:Iteration 59Q (2311.130000 sec): 3 clusters
  Score: Raw -4030204.123667 + Penalty 3401.463610 = -4026802.660057
  nChanged 52
		SP:Iteration 60F (2311.220000 sec): 3 clusters
  Score: Raw -4030215.085601 + Penalty 3401.463610 = -4026813.621991
  nChanged 47
		SP:Iteration 61Q (2311.300000 sec): 3 clusters
  Score: Raw -4030224.020457 + Penalty 3401.463610 = -4026822.556847
  nChanged 44
		SP:Iteration 62Q (2311.370000 sec): 3 clusters
  Score: Raw -4030232.812485 + Penalty 3401.463610 = -4026831.348875
  nChanged 43
		SP:Iteration 63Q (2311.440000 sec): 3 clusters
  Score: Raw -4030239.579284 + Penalty 3401.463610 = -4026838.115674
  nChanged 33
		SP:Iteration 64Q (2311.510000 sec): 3 clusters
  Score: Raw -4030245.194609 + Penalty 3401.463610 = -4026843.730999
  nChanged 28
		SP:Iteration 65Q (2311.580000 sec): 3 clusters
  Score: Raw -4030250.747266 + Penalty 3401.463610 = -4026849.283657
  nChanged 21
		SP:Iteration 66Q (2311.660000 sec): 3 clusters
  Score: Raw -4030254.942316 + Penalty 3401.463610 = -4026853.478707
  nChanged 22
		SP:Iteration 67Q (2311.730000 sec): 3 clusters
  Score: Raw -4030257.958294 + Penalty 3401.463610 = -4026856.494684
  nChanged 15
		SP:Iteration 68Q (2311.800000 sec): 3 clusters
  Score: Raw -4030260.388836 + Penalty 3401.463610 = -4026858.925226
  nChanged 14
		SP:Iteration 69Q (2311.870000 sec): 3 clusters
  Score: Raw -4030262.197900 + Penalty 3401.463610 = -4026860.734290
  nChanged 8
		SP:Iteration 70Q (2311.940000 sec): 3 clusters
  Score: Raw -4030262.956759 + Penalty 3401.463610 = -4026861.493150
  nChanged 13
		SP:Iteration 71Q (2312.020000 sec): 3 clusters
  Score: Raw -4030264.675650 + Penalty 3401.463610 = -4026863.212040
  nChanged 8
		SP:Iteration 72Q (2312.080000 sec): 3 clusters
  Score: Raw -4030265.992983 + Penalty 3401.463610 = -4026864.529374
  nChanged 3
		SP:Iteration 73Q (2312.160000 sec): 3 clusters
  Score: Raw -4030266.259712 + Penalty 3401.463610 = -4026864.796102
  nChanged 4
		SP:Iteration 74Q (2312.230000 sec): 3 clusters
  Score: Raw -4030266.502907 + Penalty 3401.463610 = -4026865.039298
  nChanged 1
		SP:Iteration 75Q (2312.300000 sec): 3 clusters
  Score: Raw -4030266.728301 + Penalty 3401.463610 = -4026865.264692
  nChanged 1
		SP:Iteration 76Q (2312.370000 sec): 3 clusters
  Score: Raw -4030266.874176 + Penalty 3401.463610 = -4026865.410566
  nChanged 2
		SP:Iteration 77Q (2312.440000 sec): 3 clusters
  Score: Raw -4030267.167451 + Penalty 3401.463610 = -4026865.703841
  nChanged 3
		SP:Iteration 78Q (2312.510000 sec): 3 clusters
  Score: Raw -4030267.516075 + Penalty 3401.463610 = -4026866.052465
  nChanged 1
		SP:Iteration 79Q (2312.580000 sec): 3 clusters
  Score: Raw -4030267.705259 + Penalty 3401.463610 = -4026866.241649
  nChanged 4
		SP:Iteration 80F (2312.680000 sec): 3 clusters
  Score: Raw -4030268.268481 + Penalty 3401.463610 = -4026866.804872
  nChanged 6
		SP:Iteration 81Q (2312.750000 sec): 3 clusters
  Score: Raw -4030269.055096 + Penalty 3401.463610 = -4026867.591486
  nChanged 6
		SP:Iteration 82Q (2312.820000 sec): 3 clusters
  Score: Raw -4030269.845514 + Penalty 3401.463610 = -4026868.381905
  nChanged 5
		SP:Iteration 83Q (2312.890000 sec): 3 clusters
  Score: Raw -4030270.404574 + Penalty 3401.463610 = -4026868.940965
  nChanged 5
		SP:Iteration 84Q (2312.960000 sec): 3 clusters
  Score: Raw -4030271.077250 + Penalty 3401.463610 = -4026869.613640
  nChanged 4
		SP:Iteration 85Q (2313.040000 sec): 3 clusters
  Score: Raw -4030271.771048 + Penalty 3401.463610 = -4026870.307438
  nChanged 3
		SP:Iteration 86Q (2313.110000 sec): 3 clusters
  Score: Raw -4030272.289080 + Penalty 3401.463610 = -4026870.825471
  nChanged 2
		SP:Iteration 87Q (2313.180000 sec): 3 clusters
  Score: Raw -4030272.533659 + Penalty 3401.463610 = -4026871.070050
  nChanged 1
		SP:Iteration 88Q (2313.250000 sec): 3 clusters
  Score: Raw -4030272.799141 + Penalty 3401.463610 = -4026871.335531
  nChanged 2
		SP:Iteration 89Q (2313.320000 sec): 3 clusters
  Score: Raw -4030273.060605 + Penalty 3401.463610 = -4026871.596996
  nChanged 3
		SP:Iteration 90Q (2313.390000 sec): 3 clusters
  Score: Raw -4030273.507523 + Penalty 3401.463610 = -4026872.043913
  nChanged 5
		SP:Iteration 91Q (2313.460000 sec): 3 clusters
  Score: Raw -4030274.277720 + Penalty 3401.463610 = -4026872.814110
  nChanged 4
		SP:Iteration 92Q (2313.540000 sec): 3 clusters
  Score: Raw -4030274.786282 + Penalty 3401.463610 = -4026873.322672
  nChanged 4
		SP:Iteration 93Q (2313.610000 sec): 3 clusters
  Score: Raw -4030275.420770 + Penalty 3401.463610 = -4026873.957160
  nChanged 7
		SP:Iteration 94Q (2313.680000 sec): 3 clusters
  Score: Raw -4030276.711000 + Penalty 3401.463610 = -4026875.247391
  nChanged 8
		SP:Iteration 95Q (2313.760000 sec): 3 clusters
  Score: Raw -4030277.951246 + Penalty 3401.463610 = -4026876.487637
  nChanged 6
		SP:Iteration 96Q (2313.830000 sec): 3 clusters
  Score: Raw -4030279.079734 + Penalty 3401.463610 = -4026877.616124
  nChanged 10
		SP:Iteration 97Q (2313.900000 sec): 3 clusters
  Score: Raw -4030280.817744 + Penalty 3401.463610 = -4026879.354134
  nChanged 8
		SP:Iteration 98Q (2313.970000 sec): 3 clusters
  Score: Raw -4030282.348977 + Penalty 3401.463610 = -4026880.885367
  nChanged 12
		SP:Iteration 99Q (2314.040000 sec): 3 clusters
  Score: Raw -4030284.731604 + Penalty 3401.463610 = -4026883.267995
  nChanged 9
		SP:Iteration 100F (2314.140000 sec): 3 clusters
  Score: Raw -4030286.251971 + Penalty 3401.463610 = -4026884.788361
  nChanged 11
		SP:Iteration 101Q (2314.210000 sec): 3 clusters
  Score: Raw -4030288.981055 + Penalty 3401.463610 = -4026887.517446
  nChanged 14
		SP:Iteration 102Q (2314.280000 sec): 3 clusters
  Score: Raw -4030290.774123 + Penalty 3401.463610 = -4026889.310514
  nChanged 11
		SP:Iteration 103Q (2314.350000 sec): 3 clusters
  Score: Raw -4030292.876337 + Penalty 3401.463610 = -4026891.412728
  nChanged 12
		SP:Iteration 104Q (2314.420000 sec): 3 clusters
  Score: Raw -4030294.389062 + Penalty 3401.463610 = -4026892.925452
  nChanged 6
		SP:Iteration 105Q (2314.500000 sec): 3 clusters
  Score: Raw -4030295.324205 + Penalty 3401.463610 = -4026893.860595
  nChanged 6
		SP:Iteration 106Q (2314.570000 sec): 3 clusters
  Score: Raw -4030295.846347 + Penalty 3401.463610 = -4026894.382737
  nChanged 2
		SP:Iteration 107Q (2314.640000 sec): 3 clusters
  Score: Raw -4030295.995891 + Penalty 3401.463610 = -4026894.532281
  nChanged 2
		SP:Iteration 108Q (2314.720000 sec): 3 clusters
  Score: Raw -4030296.222067 + Penalty 3401.463610 = -4026894.758458
  nChanged 4
		SP:Iteration 109Q (2314.790000 sec): 3 clusters
  Score: Raw -4030296.739938 + Penalty 3401.463610 = -4026895.276328
  nChanged 4
		SP:Iteration 110Q (2314.860000 sec): 3 clusters
  Score: Raw -4030297.407352 + Penalty 3401.463610 = -4026895.943742
  nChanged 5
		SP:Iteration 111Q (2314.930000 sec): 3 clusters
  Score: Raw -4030298.362493 + Penalty 3401.463610 = -4026896.898884
  nChanged 6
		SP:Iteration 112Q (2315.000000 sec): 3 clusters
  Score: Raw -4030299.294043 + Penalty 3401.463610 = -4026897.830433
  nChanged 5
		SP:Iteration 113Q (2315.070000 sec): 3 clusters
  Score: Raw -4030299.693528 + Penalty 3401.463610 = -4026898.229918
  nChanged 2
		SP:Iteration 114Q (2315.140000 sec): 3 clusters
  Score: Raw -4030300.032600 + Penalty 3401.463610 = -4026898.568990
  nChanged 2
		SP:Iteration 115Q (2315.220000 sec): 3 clusters
  Score: Raw -4030300.177802 + Penalty 3401.463610 = -4026898.714193
  nChanged 2
		SP:Iteration 116Q (2315.280000 sec): 3 clusters
  Score: Raw -4030300.472346 + Penalty 3401.463610 = -4026899.008736
  nChanged 0
		SP:Iteration 117F (2315.380000 sec): 3 clusters
  Score: Raw -4030300.472346 + Penalty 3401.463610 = -4026899.008736
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (57023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2315.540000 sec): 2 clusters
  Score: Raw -6744790.495548 + Penalty 1779.571621 = -6743010.923927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2315.700000 sec): 3 clusters
  Score: Raw -6708428.512392 + Penalty 3559.143242 = -6704869.369150
  nChanged 26947
		SP:Iteration 1F (2315.850000 sec): 3 clusters
  Score: Raw -6724089.031512 + Penalty 3559.143242 = -6720529.888271
  nChanged 2296
		SP:Iteration 2Q (2316.010000 sec): 3 clusters
  Score: Raw -6724733.962077 + Penalty 3559.143242 = -6721174.818836
  nChanged 2270
		SP:Iteration 3Q (2316.170000 sec): 3 clusters
  Score: Raw -6725432.355008 + Penalty 3559.143242 = -6721873.211766
  nChanged 2365
		SP:Iteration 4Q (2316.320000 sec): 3 clusters
  Score: Raw -6726238.650260 + Penalty 3559.143242 = -6722679.507018
  nChanged 2616
		SP:Iteration 5Q (2316.480000 sec): 3 clusters
  Score: Raw -6727299.907248 + Penalty 3559.143242 = -6723740.764007
  nChanged 2911
		SP:Iteration 6F (2316.640000 sec): 3 clusters
  Score: Raw -6728672.746026 + Penalty 3559.143242 = -6725113.602784
  nChanged 3062
		SP:Iteration 7F (2316.790000 sec): 3 clusters
  Score: Raw -6730254.741305 + Penalty 3559.143242 = -6726695.598064
  nChanged 3189
		SP:Iteration 8F (2316.940000 sec): 3 clusters
  Score: Raw -6732102.323668 + Penalty 3559.143242 = -6728543.180426
  nChanged 3142
		SP:Iteration 9F (2317.100000 sec): 3 clusters
  Score: Raw -6734074.621989 + Penalty 3559.143242 = -6730515.478748
  nChanged 2809
		SP:Iteration 10Q (2317.250000 sec): 3 clusters
  Score: Raw -6735872.772999 + Penalty 3559.143242 = -6732313.629757
  nChanged 2447
		SP:Iteration 11Q (2317.400000 sec): 3 clusters
  Score: Raw -6737449.972390 + Penalty 3559.143242 = -6733890.829148
  nChanged 1982
		SP:Iteration 12Q (2317.550000 sec): 3 clusters
  Score: Raw -6738773.305955 + Penalty 3559.143242 = -6735214.162713
  nChanged 1664
		SP:Iteration 13Q (2317.700000 sec): 3 clusters
  Score: Raw -6739980.949168 + Penalty 3559.143242 = -6736421.805927
  nChanged 1375
		SP:Iteration 14Q (2317.850000 sec): 3 clusters
  Score: Raw -6740873.719596 + Penalty 3559.143242 = -6737314.576354
  nChanged 1040
		SP:Iteration 15Q (2317.990000 sec): 3 clusters
  Score: Raw -6741450.224102 + Penalty 3559.143242 = -6737891.080860
  nChanged 898
		SP:Iteration 16Q (2318.130000 sec): 3 clusters
  Score: Raw -6741873.164160 + Penalty 3559.143242 = -6738314.020918
  nChanged 843
		SP:Iteration 17Q (2318.260000 sec): 3 clusters
  Score: Raw -6742271.801483 + Penalty 3559.143242 = -6738712.658241
  nChanged 768
		SP:Iteration 18Q (2318.390000 sec): 3 clusters
  Score: Raw -6742612.703667 + Penalty 3559.143242 = -6739053.560425
  nChanged 679
		SP:Iteration 19Q (2318.510000 sec): 3 clusters
  Score: Raw -6742907.848501 + Penalty 3559.143242 = -6739348.705259
  nChanged 656
		SP:Iteration 20F (2318.670000 sec): 3 clusters
  Score: Raw -6743203.855910 + Penalty 3559.143242 = -6739644.712669
  nChanged 628
		SP:Iteration 21Q (2318.790000 sec): 3 clusters
  Score: Raw -6743517.422500 + Penalty 3559.143242 = -6739958.279258
  nChanged 581
		SP:Iteration 22Q (2318.910000 sec): 3 clusters
  Score: Raw -6743794.429887 + Penalty 3559.143242 = -6740235.286645
  nChanged 518
		SP:Iteration 23Q (2319.030000 sec): 3 clusters
  Score: Raw -6744048.976060 + Penalty 3559.143242 = -6740489.832819
  nChanged 430
		SP:Iteration 24Q (2319.150000 sec): 3 clusters
  Score: Raw -6744262.566117 + Penalty 3559.143242 = -6740703.422876
  nChanged 391
		SP:Iteration 25Q (2319.270000 sec): 3 clusters
  Score: Raw -6744463.357676 + Penalty 3559.143242 = -6740904.214434
  nChanged 320
		SP:Iteration 26Q (2319.390000 sec): 3 clusters
  Score: Raw -6744616.745591 + Penalty 3559.143242 = -6741057.602349
  nChanged 261
		SP:Iteration 27Q (2319.500000 sec): 3 clusters
  Score: Raw -6744744.175873 + Penalty 3559.143242 = -6741185.032631
  nChanged 213
		SP:Iteration 28Q (2319.610000 sec): 3 clusters
  Score: Raw -6744842.127713 + Penalty 3559.143242 = -6741282.984471
  nChanged 158
		SP:Iteration 29Q (2319.720000 sec): 3 clusters
  Score: Raw -6744918.209674 + Penalty 3559.143242 = -6741359.066432
  nChanged 143
		SP:Iteration 30Q (2319.830000 sec): 3 clusters
  Score: Raw -6744989.057753 + Penalty 3559.143242 = -6741429.914511
  nChanged 109
		SP:Iteration 31Q (2319.950000 sec): 3 clusters
  Score: Raw -6745043.489784 + Penalty 3559.143242 = -6741484.346542
  nChanged 79
		SP:Iteration 32Q (2320.050000 sec): 3 clusters
  Score: Raw -6745078.565236 + Penalty 3559.143242 = -6741519.421995
  nChanged 49
		SP:Iteration 33Q (2320.160000 sec): 3 clusters
  Score: Raw -6745098.986579 + Penalty 3559.143242 = -6741539.843338
  nChanged 38
		SP:Iteration 34Q (2320.270000 sec): 3 clusters
  Score: Raw -6745114.967520 + Penalty 3559.143242 = -6741555.824279
  nChanged 44
		SP:Iteration 35Q (2320.380000 sec): 3 clusters
  Score: Raw -6745132.726718 + Penalty 3559.143242 = -6741573.583477
  nChanged 33
		SP:Iteration 36Q (2320.490000 sec): 3 clusters
  Score: Raw -6745146.125851 + Penalty 3559.143242 = -6741586.982609
  nChanged 21
		SP:Iteration 37Q (2320.600000 sec): 3 clusters
  Score: Raw -6745155.586772 + Penalty 3559.143242 = -6741596.443531
  nChanged 16
		SP:Iteration 38Q (2320.710000 sec): 3 clusters
  Score: Raw -6745160.744292 + Penalty 3559.143242 = -6741601.601050
  nChanged 11
		SP:Iteration 39Q (2320.810000 sec): 3 clusters
  Score: Raw -6745166.121559 + Penalty 3559.143242 = -6741606.978317
  nChanged 14
		SP:Iteration 40F (2320.970000 sec): 3 clusters
  Score: Raw -6745172.519104 + Penalty 3559.143242 = -6741613.375863
  nChanged 11
		SP:Iteration 41Q (2321.080000 sec): 3 clusters
  Score: Raw -6745178.070375 + Penalty 3559.143242 = -6741618.927134
  nChanged 14
		SP:Iteration 42Q (2321.190000 sec): 3 clusters
  Score: Raw -6745181.991040 + Penalty 3559.143242 = -6741622.847799
  nChanged 14
		SP:Iteration 43Q (2321.300000 sec): 3 clusters
  Score: Raw -6745186.589126 + Penalty 3559.143242 = -6741627.445884
  nChanged 13
		SP:Iteration 44Q (2321.410000 sec): 3 clusters
  Score: Raw -6745190.554419 + Penalty 3559.143242 = -6741631.411177
  nChanged 10
		SP:Iteration 45Q (2321.510000 sec): 3 clusters
  Score: Raw -6745195.072841 + Penalty 3559.143242 = -6741635.929599
  nChanged 15
		SP:Iteration 46Q (2321.620000 sec): 3 clusters
  Score: Raw -6745200.830863 + Penalty 3559.143242 = -6741641.687622
  nChanged 13
		SP:Iteration 47Q (2321.730000 sec): 3 clusters
  Score: Raw -6745205.240403 + Penalty 3559.143242 = -6741646.097162
  nChanged 9
		SP:Iteration 48Q (2321.830000 sec): 3 clusters
  Score: Raw -6745209.292155 + Penalty 3559.143242 = -6741650.148914
  nChanged 6
		SP:Iteration 49Q (2321.940000 sec): 3 clusters
  Score: Raw -6745211.926717 + Penalty 3559.143242 = -6741652.783475
  nChanged 7
		SP:Iteration 50Q (2322.040000 sec): 3 clusters
  Score: Raw -6745214.633597 + Penalty 3559.143242 = -6741655.490356
  nChanged 6
		SP:Iteration 51Q (2322.150000 sec): 3 clusters
  Score: Raw -6745217.371517 + Penalty 3559.143242 = -6741658.228275
  nChanged 4
		SP:Iteration 52Q (2322.250000 sec): 3 clusters
  Score: Raw -6745218.779748 + Penalty 3559.143242 = -6741659.636507
  nChanged 4
		SP:Iteration 53Q (2322.360000 sec): 3 clusters
  Score: Raw -6745219.491865 + Penalty 3559.143242 = -6741660.348623
  nChanged 4
		SP:Iteration 54Q (2322.470000 sec): 3 clusters
  Score: Raw -6745220.836194 + Penalty 3559.143242 = -6741661.692953
  nChanged 3
		SP:Iteration 55Q (2322.570000 sec): 3 clusters
  Score: Raw -6745221.295465 + Penalty 3559.143242 = -6741662.152223
  nChanged 0
		SP:Iteration 56F (2322.720000 sec): 3 clusters
  Score: Raw -6745221.295465 + Penalty 3559.143242 = -6741662.152223
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (20091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2322.800000 sec): 2 clusters
  Score: Raw -2354360.968400 + Penalty 1610.054425 = -2352750.913975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2322.850000 sec): 3 clusters
  Score: Raw -2342277.722843 + Penalty 3220.108851 = -2339057.613992
  nChanged 9065
		SP:Iteration 1F (2322.900000 sec): 3 clusters
  Score: Raw -2347236.786741 + Penalty 3220.108851 = -2344016.677891
  nChanged 1041
		SP:Iteration 2F (2322.950000 sec): 3 clusters
  Score: Raw -2347637.544703 + Penalty 3220.108851 = -2344417.435852
  nChanged 1073
		SP:Iteration 3F (2323.010000 sec): 3 clusters
  Score: Raw -2348154.198647 + Penalty 3220.108851 = -2344934.089796
  nChanged 1220
		SP:Iteration 4F (2323.060000 sec): 3 clusters
  Score: Raw -2348862.084175 + Penalty 3220.108851 = -2345641.975324
  nChanged 1333
		SP:Iteration 5F (2323.110000 sec): 3 clusters
  Score: Raw -2349735.819015 + Penalty 3220.108851 = -2346515.710164
  nChanged 1340
		SP:Iteration 6F (2323.170000 sec): 3 clusters
  Score: Raw -2350670.799323 + Penalty 3220.108851 = -2347450.690473
  nChanged 1199
		SP:Iteration 7F (2323.220000 sec): 3 clusters
  Score: Raw -2351528.561191 + Penalty 3220.108851 = -2348308.452341
  nChanged 1028
		SP:Iteration 8F (2323.270000 sec): 3 clusters
  Score: Raw -2352315.071626 + Penalty 3220.108851 = -2349094.962776
  nChanged 907
		SP:Iteration 9Q (2323.330000 sec): 3 clusters
  Score: Raw -2353051.317433 + Penalty 3220.108851 = -2349831.208583
  nChanged 691
		SP:Iteration 10Q (2323.380000 sec): 3 clusters
  Score: Raw -2353576.739411 + Penalty 3220.108851 = -2350356.630560
  nChanged 451
		SP:Iteration 11Q (2323.430000 sec): 3 clusters
  Score: Raw -2353914.343330 + Penalty 3220.108851 = -2350694.234479
  nChanged 321
		SP:Iteration 12Q (2323.470000 sec): 3 clusters
  Score: Raw -2354163.477202 + Penalty 3220.108851 = -2350943.368352
  nChanged 189
		SP:Iteration 13Q (2323.520000 sec): 3 clusters
  Score: Raw -2354321.977536 + Penalty 3220.108851 = -2351101.868686
  nChanged 142
		SP:Iteration 14Q (2323.570000 sec): 3 clusters
  Score: Raw -2354423.951474 + Penalty 3220.108851 = -2351203.842623
  nChanged 88
		SP:Iteration 15Q (2323.610000 sec): 3 clusters
  Score: Raw -2354484.120168 + Penalty 3220.108851 = -2351264.011317
  nChanged 51
		SP:Iteration 16Q (2323.650000 sec): 3 clusters
  Score: Raw -2354519.019819 + Penalty 3220.108851 = -2351298.910968
  nChanged 37
		SP:Iteration 17Q (2323.690000 sec): 3 clusters
  Score: Raw -2354543.110460 + Penalty 3220.108851 = -2351323.001609
  nChanged 28
		SP:Iteration 18Q (2323.730000 sec): 3 clusters
  Score: Raw -2354568.175219 + Penalty 3220.108851 = -2351348.066368
  nChanged 29
		SP:Iteration 19Q (2323.770000 sec): 3 clusters
  Score: Raw -2354594.527469 + Penalty 3220.108851 = -2351374.418619
  nChanged 17
		SP:Iteration 20F (2323.820000 sec): 3 clusters
  Score: Raw -2354604.710707 + Penalty 3220.108851 = -2351384.601856
  nChanged 12
		SP:Iteration 21Q (2323.860000 sec): 3 clusters
  Score: Raw -2354611.376870 + Penalty 3220.108851 = -2351391.268020
  nChanged 5
		SP:Iteration 22Q (2323.900000 sec): 3 clusters
  Score: Raw -2354613.294847 + Penalty 3220.108851 = -2351393.185997
  nChanged 5
		SP:Iteration 23Q (2323.930000 sec): 3 clusters
  Score: Raw -2354617.311113 + Penalty 3220.108851 = -2351397.202262
  nChanged 6
		SP:Iteration 24Q (2323.970000 sec): 3 clusters
  Score: Raw -2354620.595093 + Penalty 3220.108851 = -2351400.486242
  nChanged 2
		SP:Iteration 25Q (2324.010000 sec): 3 clusters
  Score: Raw -2354621.705352 + Penalty 3220.108851 = -2351401.596501
  nChanged 3
		SP:Iteration 26Q (2324.050000 sec): 3 clusters
  Score: Raw -2354623.428079 + Penalty 3220.108851 = -2351403.319229
  nChanged 3
		SP:Iteration 27Q (2324.090000 sec): 3 clusters
  Score: Raw -2354624.625940 + Penalty 3220.108851 = -2351404.517090
  nChanged 4
		SP:Iteration 28Q (2324.130000 sec): 3 clusters
  Score: Raw -2354626.411850 + Penalty 3220.108851 = -2351406.302999
  nChanged 2
		SP:Iteration 29Q (2324.170000 sec): 3 clusters
  Score: Raw -2354628.023844 + Penalty 3220.108851 = -2351407.914994
  nChanged 6
		SP:Iteration 30Q (2324.210000 sec): 3 clusters
  Score: Raw -2354632.077143 + Penalty 3220.108851 = -2351411.968293
  nChanged 3
		SP:Iteration 31Q (2324.250000 sec): 3 clusters
  Score: Raw -2354634.085585 + Penalty 3220.108851 = -2351413.976734
  nChanged 2
		SP:Iteration 32Q (2324.280000 sec): 3 clusters
  Score: Raw -2354634.744999 + Penalty 3220.108851 = -2351414.636149
  nChanged 0
		SP:Iteration 33F (2324.330000 sec): 3 clusters
  Score: Raw -2354634.744999 + Penalty 3220.108851 = -2351414.636149
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (14687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2324.380000 sec): 2 clusters
  Score: Raw -1672977.197255 + Penalty 1559.141680 = -1671418.055576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2324.420000 sec): 3 clusters
  Score: Raw -1664475.479022 + Penalty 3118.283359 = -1661357.195663
  nChanged 6537
		SP:Iteration 1F (2324.460000 sec): 3 clusters
  Score: Raw -1668079.872442 + Penalty 3118.283359 = -1664961.589083
  nChanged 890
		SP:Iteration 2F (2324.490000 sec): 3 clusters
  Score: Raw -1668453.221682 + Penalty 3118.283359 = -1665334.938323
  nChanged 772
		SP:Iteration 3F (2324.530000 sec): 3 clusters
  Score: Raw -1668775.979625 + Penalty 3118.283359 = -1665657.696266
  nChanged 707
		SP:Iteration 4Q (2324.570000 sec): 3 clusters
  Score: Raw -1669094.073022 + Penalty 3118.283359 = -1665975.789663
  nChanged 677
		SP:Iteration 5Q (2324.610000 sec): 3 clusters
  Score: Raw -1669441.221912 + Penalty 3118.283359 = -1666322.938553
  nChanged 703
		SP:Iteration 6Q (2324.650000 sec): 3 clusters
  Score: Raw -1669789.477984 + Penalty 3118.283359 = -1666671.194625
  nChanged 716
		SP:Iteration 7Q (2324.680000 sec): 3 clusters
  Score: Raw -1670147.999085 + Penalty 3118.283359 = -1667029.715726
  nChanged 644
		SP:Iteration 8Q (2324.720000 sec): 3 clusters
  Score: Raw -1670469.523327 + Penalty 3118.283359 = -1667351.239968
  nChanged 622
		SP:Iteration 9Q (2324.760000 sec): 3 clusters
  Score: Raw -1670786.529397 + Penalty 3118.283359 = -1667668.246038
  nChanged 563
		SP:Iteration 10Q (2324.790000 sec): 3 clusters
  Score: Raw -1671056.594621 + Penalty 3118.283359 = -1667938.311262
  nChanged 513
		SP:Iteration 11Q (2324.830000 sec): 3 clusters
  Score: Raw -1671313.394930 + Penalty 3118.283359 = -1668195.111571
  nChanged 479
		SP:Iteration 12Q (2324.870000 sec): 3 clusters
  Score: Raw -1671574.217631 + Penalty 3118.283359 = -1668455.934272
  nChanged 466
		SP:Iteration 13Q (2324.910000 sec): 3 clusters
  Score: Raw -1671851.969534 + Penalty 3118.283359 = -1668733.686175
  nChanged 424
		SP:Iteration 14Q (2324.950000 sec): 3 clusters
  Score: Raw -1672115.596963 + Penalty 3118.283359 = -1668997.313604
  nChanged 384
		SP:Iteration 15Q (2324.980000 sec): 3 clusters
  Score: Raw -1672361.223834 + Penalty 3118.283359 = -1669242.940475
  nChanged 322
		SP:Iteration 16Q (2325.020000 sec): 3 clusters
  Score: Raw -1672568.440041 + Penalty 3118.283359 = -1669450.156682
  nChanged 264
		SP:Iteration 17Q (2325.050000 sec): 3 clusters
  Score: Raw -1672723.263078 + Penalty 3118.283359 = -1669604.979719
  nChanged 182
		SP:Iteration 18Q (2325.090000 sec): 3 clusters
  Score: Raw -1672821.994561 + Penalty 3118.283359 = -1669703.711202
  nChanged 167
		SP:Iteration 19Q (2325.120000 sec): 3 clusters
  Score: Raw -1672907.702853 + Penalty 3118.283359 = -1669789.419494
  nChanged 129
		SP:Iteration 20F (2325.150000 sec): 3 clusters
  Score: Raw -1672967.790559 + Penalty 3118.283359 = -1669849.507200
  nChanged 103
		SP:Iteration 21Q (2325.190000 sec): 3 clusters
  Score: Raw -1673007.447735 + Penalty 3118.283359 = -1669889.164376
  nChanged 74
		SP:Iteration 22Q (2325.220000 sec): 3 clusters
  Score: Raw -1673038.685532 + Penalty 3118.283359 = -1669920.402173
  nChanged 69
		SP:Iteration 23Q (2325.250000 sec): 3 clusters
  Score: Raw -1673060.971895 + Penalty 3118.283359 = -1669942.688536
  nChanged 54
		SP:Iteration 24Q (2325.280000 sec): 3 clusters
  Score: Raw -1673080.060269 + Penalty 3118.283359 = -1669961.776910
  nChanged 42
		SP:Iteration 25Q (2325.310000 sec): 3 clusters
  Score: Raw -1673094.572992 + Penalty 3118.283359 = -1669976.289633
  nChanged 36
		SP:Iteration 26Q (2325.340000 sec): 3 clusters
  Score: Raw -1673107.244515 + Penalty 3118.283359 = -1669988.961156
  nChanged 34
		SP:Iteration 27Q (2325.370000 sec): 3 clusters
  Score: Raw -1673122.449320 + Penalty 3118.283359 = -1670004.165961
  nChanged 37
		SP:Iteration 28Q (2325.400000 sec): 3 clusters
  Score: Raw -1673137.018328 + Penalty 3118.283359 = -1670018.734969
  nChanged 34
		SP:Iteration 29Q (2325.430000 sec): 3 clusters
  Score: Raw -1673152.522811 + Penalty 3118.283359 = -1670034.239452
  nChanged 34
		SP:Iteration 30Q (2325.460000 sec): 3 clusters
  Score: Raw -1673165.235546 + Penalty 3118.283359 = -1670046.952187
  nChanged 29
		SP:Iteration 31Q (2325.490000 sec): 3 clusters
  Score: Raw -1673175.226829 + Penalty 3118.283359 = -1670056.943470
  nChanged 17
		SP:Iteration 32Q (2325.510000 sec): 3 clusters
  Score: Raw -1673180.391044 + Penalty 3118.283359 = -1670062.107685
  nChanged 11
		SP:Iteration 33Q (2325.550000 sec): 3 clusters
  Score: Raw -1673184.242878 + Penalty 3118.283359 = -1670065.959519
  nChanged 14
		SP:Iteration 34Q (2325.570000 sec): 3 clusters
  Score: Raw -1673188.264746 + Penalty 3118.283359 = -1670069.981387
  nChanged 11
		SP:Iteration 35Q (2325.600000 sec): 3 clusters
  Score: Raw -1673191.318847 + Penalty 3118.283359 = -1670073.035487
  nChanged 11
		SP:Iteration 36Q (2325.630000 sec): 3 clusters
  Score: Raw -1673194.578967 + Penalty 3118.283359 = -1670076.295608
  nChanged 11
		SP:Iteration 37Q (2325.660000 sec): 3 clusters
  Score: Raw -1673198.894153 + Penalty 3118.283359 = -1670080.610794
  nChanged 14
		SP:Iteration 38Q (2325.690000 sec): 3 clusters
  Score: Raw -1673205.125151 + Penalty 3118.283359 = -1670086.841792
  nChanged 16
		SP:Iteration 39Q (2325.720000 sec): 3 clusters
  Score: Raw -1673211.979468 + Penalty 3118.283359 = -1670093.696109
  nChanged 21
		SP:Iteration 40F (2325.760000 sec): 3 clusters
  Score: Raw -1673217.377597 + Penalty 3118.283359 = -1670099.094238
  nChanged 14
		SP:Iteration 41Q (2325.790000 sec): 3 clusters
  Score: Raw -1673222.052131 + Penalty 3118.283359 = -1670103.768772
  nChanged 12
		SP:Iteration 42Q (2325.820000 sec): 3 clusters
  Score: Raw -1673226.021020 + Penalty 3118.283359 = -1670107.737661
  nChanged 14
		SP:Iteration 43Q (2325.850000 sec): 3 clusters
  Score: Raw -1673231.636300 + Penalty 3118.283359 = -1670113.352941
  nChanged 22
		SP:Iteration 44Q (2325.880000 sec): 3 clusters
  Score: Raw -1673238.202318 + Penalty 3118.283359 = -1670119.918959
  nChanged 16
		SP:Iteration 45Q (2325.910000 sec): 3 clusters
  Score: Raw -1673243.608126 + Penalty 3118.283359 = -1670125.324767
  nChanged 17
		SP:Iteration 46Q (2325.940000 sec): 3 clusters
  Score: Raw -1673250.203168 + Penalty 3118.283359 = -1670131.919809
  nChanged 15
		SP:Iteration 47Q (2325.970000 sec): 3 clusters
  Score: Raw -1673254.271702 + Penalty 3118.283359 = -1670135.988343
  nChanged 16
		SP:Iteration 48Q (2326.000000 sec): 3 clusters
  Score: Raw -1673261.849592 + Penalty 3118.283359 = -1670143.566233
  nChanged 17
		SP:Iteration 49Q (2326.030000 sec): 3 clusters
  Score: Raw -1673268.721577 + Penalty 3118.283359 = -1670150.438218
  nChanged 14
		SP:Iteration 50Q (2326.060000 sec): 3 clusters
  Score: Raw -1673274.620212 + Penalty 3118.283359 = -1670156.336853
  nChanged 11
		SP:Iteration 51Q (2326.090000 sec): 3 clusters
  Score: Raw -1673278.750862 + Penalty 3118.283359 = -1670160.467503
  nChanged 7
		SP:Iteration 52Q (2326.120000 sec): 3 clusters
  Score: Raw -1673280.978192 + Penalty 3118.283359 = -1670162.694833
  nChanged 3
		SP:Iteration 53Q (2326.150000 sec): 3 clusters
  Score: Raw -1673281.795352 + Penalty 3118.283359 = -1670163.511993
  nChanged 2
		SP:Iteration 54Q (2326.170000 sec): 3 clusters
  Score: Raw -1673282.327635 + Penalty 3118.283359 = -1670164.044276
  nChanged 5
		SP:Iteration 55Q (2326.210000 sec): 3 clusters
  Score: Raw -1673283.752676 + Penalty 3118.283359 = -1670165.469317
  nChanged 8
		SP:Iteration 56Q (2326.230000 sec): 3 clusters
  Score: Raw -1673287.258496 + Penalty 3118.283359 = -1670168.975137
  nChanged 8
		SP:Iteration 57Q (2326.260000 sec): 3 clusters
  Score: Raw -1673289.852285 + Penalty 3118.283359 = -1670171.568926
  nChanged 9
		SP:Iteration 58Q (2326.290000 sec): 3 clusters
  Score: Raw -1673293.525960 + Penalty 3118.283359 = -1670175.242601
  nChanged 8
		SP:Iteration 59Q (2326.320000 sec): 3 clusters
  Score: Raw -1673295.595824 + Penalty 3118.283359 = -1670177.312465
  nChanged 7
		SP:Iteration 60F (2326.350000 sec): 3 clusters
  Score: Raw -1673297.870684 + Penalty 3118.283359 = -1670179.587325
  nChanged 6
		SP:Iteration 61Q (2326.380000 sec): 3 clusters
  Score: Raw -1673299.499960 + Penalty 3118.283359 = -1670181.216601
  nChanged 7
		SP:Iteration 62Q (2326.410000 sec): 3 clusters
  Score: Raw -1673302.107592 + Penalty 3118.283359 = -1670183.824233
  nChanged 5
		SP:Iteration 63Q (2326.440000 sec): 3 clusters
  Score: Raw -1673305.569227 + Penalty 3118.283359 = -1670187.285868
  nChanged 11
		SP:Iteration 64Q (2326.470000 sec): 3 clusters
  Score: Raw -1673311.049385 + Penalty 3118.283359 = -1670192.766026
  nChanged 10
		SP:Iteration 65Q (2326.500000 sec): 3 clusters
  Score: Raw -1673314.880731 + Penalty 3118.283359 = -1670196.597372
  nChanged 10
		SP:Iteration 66Q (2326.530000 sec): 3 clusters
  Score: Raw -1673318.266166 + Penalty 3118.283359 = -1670199.982807
  nChanged 8
		SP:Iteration 67Q (2326.550000 sec): 3 clusters
  Score: Raw -1673321.751905 + Penalty 3118.283359 = -1670203.468546
  nChanged 9
		SP:Iteration 68Q (2326.580000 sec): 3 clusters
  Score: Raw -1673327.203772 + Penalty 3118.283359 = -1670208.920413
  nChanged 11
		SP:Iteration 69Q (2326.610000 sec): 3 clusters
  Score: Raw -1673333.667671 + Penalty 3118.283359 = -1670215.384312
  nChanged 8
		SP:Iteration 70Q (2326.640000 sec): 3 clusters
  Score: Raw -1673338.916717 + Penalty 3118.283359 = -1670220.633358
  nChanged 9
		SP:Iteration 71Q (2326.670000 sec): 3 clusters
  Score: Raw -1673343.941374 + Penalty 3118.283359 = -1670225.658015
  nChanged 15
		SP:Iteration 72Q (2326.690000 sec): 3 clusters
  Score: Raw -1673354.708256 + Penalty 3118.283359 = -1670236.424897
  nChanged 7
		SP:Iteration 73Q (2326.720000 sec): 3 clusters
  Score: Raw -1673357.704040 + Penalty 3118.283359 = -1670239.420681
  nChanged 7
		SP:Iteration 74Q (2326.750000 sec): 3 clusters
  Score: Raw -1673361.125769 + Penalty 3118.283359 = -1670242.842410
  nChanged 10
		SP:Iteration 75Q (2326.780000 sec): 3 clusters
  Score: Raw -1673366.799751 + Penalty 3118.283359 = -1670248.516392
  nChanged 12
		SP:Iteration 76Q (2326.800000 sec): 3 clusters
  Score: Raw -1673373.282400 + Penalty 3118.283359 = -1670254.999041
  nChanged 7
		SP:Iteration 77Q (2326.830000 sec): 3 clusters
  Score: Raw -1673376.229376 + Penalty 3118.283359 = -1670257.946017
  nChanged 3
		SP:Iteration 78Q (2326.860000 sec): 3 clusters
  Score: Raw -1673376.891250 + Penalty 3118.283359 = -1670258.607891
  nChanged 1
		SP:Iteration 79Q (2326.890000 sec): 3 clusters
  Score: Raw -1673377.695711 + Penalty 3118.283359 = -1670259.412352
  nChanged 2
		SP:Iteration 80F (2326.920000 sec): 3 clusters
  Score: Raw -1673378.522941 + Penalty 3118.283359 = -1670260.239582
  nChanged 5
		SP:Iteration 81Q (2326.950000 sec): 3 clusters
  Score: Raw -1673381.466112 + Penalty 3118.283359 = -1670263.182753
  nChanged 5
		SP:Iteration 82Q (2326.980000 sec): 3 clusters
  Score: Raw -1673384.035667 + Penalty 3118.283359 = -1670265.752308
  nChanged 2
		SP:Iteration 83Q (2327.010000 sec): 3 clusters
  Score: Raw -1673384.565284 + Penalty 3118.283359 = -1670266.281925
  nChanged 2
		SP:Iteration 84Q (2327.030000 sec): 3 clusters
  Score: Raw -1673385.951973 + Penalty 3118.283359 = -1670267.668614
  nChanged 5
		SP:Iteration 85Q (2327.060000 sec): 3 clusters
  Score: Raw -1673389.239052 + Penalty 3118.283359 = -1670270.955693
  nChanged 4
		SP:Iteration 86Q (2327.090000 sec): 3 clusters
  Score: Raw -1673391.500618 + Penalty 3118.283359 = -1670273.217259
  nChanged 2
		SP:Iteration 87Q (2327.110000 sec): 3 clusters
  Score: Raw -1673392.103571 + Penalty 3118.283359 = -1670273.820212
  nChanged 1
		SP:Iteration 88Q (2327.140000 sec): 3 clusters
  Score: Raw -1673392.588320 + Penalty 3118.283359 = -1670274.304961
  nChanged 3
		SP:Iteration 89Q (2327.170000 sec): 3 clusters
  Score: Raw -1673394.373925 + Penalty 3118.283359 = -1670276.090566
  nChanged 4
		SP:Iteration 90Q (2327.200000 sec): 3 clusters
  Score: Raw -1673396.507419 + Penalty 3118.283359 = -1670278.224060
  nChanged 3
		SP:Iteration 91Q (2327.230000 sec): 3 clusters
  Score: Raw -1673399.384790 + Penalty 3118.283359 = -1670281.101431
  nChanged 4
		SP:Iteration 92Q (2327.250000 sec): 3 clusters
  Score: Raw -1673401.593129 + Penalty 3118.283359 = -1670283.309770
  nChanged 3
		SP:Iteration 93Q (2327.280000 sec): 3 clusters
  Score: Raw -1673402.543843 + Penalty 3118.283359 = -1670284.260484
  nChanged 1
		SP:Iteration 94Q (2327.310000 sec): 3 clusters
  Score: Raw -1673402.984528 + Penalty 3118.283359 = -1670284.701169
  nChanged 1
		SP:Iteration 95Q (2327.330000 sec): 3 clusters
  Score: Raw -1673403.263509 + Penalty 3118.283359 = -1670284.980150
  nChanged 1
		SP:Iteration 96Q (2327.360000 sec): 3 clusters
  Score: Raw -1673403.420436 + Penalty 3118.283359 = -1670285.137077
  nChanged 0
		SP:Iteration 97F (2327.400000 sec): 3 clusters
  Score: Raw -1673403.420436 + Penalty 3118.283359 = -1670285.137077
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (4168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2327.420000 sec): 2 clusters
  Score: Raw -478041.187762 + Penalty 1354.468632 = -476686.719129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2327.430000 sec): 3 clusters
  Score: Raw -475985.237004 + Penalty 2708.937265 = -473276.299740
  nChanged 1641
		SP:Iteration 1F (2327.440000 sec): 3 clusters
  Score: Raw -476923.106776 + Penalty 2708.937265 = -474214.169512
  nChanged 311
		SP:Iteration 2F (2327.450000 sec): 3 clusters
  Score: Raw -477116.141761 + Penalty 2708.937265 = -474407.204496
  nChanged 229
		SP:Iteration 3F (2327.460000 sec): 3 clusters
  Score: Raw -477236.432136 + Penalty 2708.937265 = -474527.494871
  nChanged 167
		SP:Iteration 4Q (2327.470000 sec): 3 clusters
  Score: Raw -477321.429170 + Penalty 2708.937265 = -474612.491905
  nChanged 134
		SP:Iteration 5Q (2327.480000 sec): 3 clusters
  Score: Raw -477385.665973 + Penalty 2708.937265 = -474676.728709
  nChanged 125
		SP:Iteration 6Q (2327.490000 sec): 3 clusters
  Score: Raw -477442.902352 + Penalty 2708.937265 = -474733.965087
  nChanged 100
		SP:Iteration 7Q (2327.510000 sec): 3 clusters
  Score: Raw -477491.493957 + Penalty 2708.937265 = -474782.556692
  nChanged 96
		SP:Iteration 8Q (2327.510000 sec): 3 clusters
  Score: Raw -477541.047198 + Penalty 2708.937265 = -474832.109934
  nChanged 96
		SP:Iteration 9Q (2327.530000 sec): 3 clusters
  Score: Raw -477597.601567 + Penalty 2708.937265 = -474888.664302
  nChanged 109
		SP:Iteration 10Q (2327.530000 sec): 3 clusters
  Score: Raw -477660.510706 + Penalty 2708.937265 = -474951.573441
  nChanged 124
		SP:Iteration 11Q (2327.550000 sec): 3 clusters
  Score: Raw -477736.584853 + Penalty 2708.937265 = -475027.647588
  nChanged 121
		SP:Iteration 12Q (2327.550000 sec): 3 clusters
  Score: Raw -477810.867938 + Penalty 2708.937265 = -475101.930674
  nChanged 114
		SP:Iteration 13Q (2327.570000 sec): 3 clusters
  Score: Raw -477891.060001 + Penalty 2708.937265 = -475182.122736
  nChanged 126
		SP:Iteration 14Q (2327.580000 sec): 3 clusters
  Score: Raw -477979.973694 + Penalty 2708.937265 = -475271.036429
  nChanged 105
		SP:Iteration 15Q (2327.590000 sec): 3 clusters
  Score: Raw -478041.792140 + Penalty 2708.937265 = -475332.854875
  nChanged 92
		SP:Iteration 16Q (2327.590000 sec): 3 clusters
  Score: Raw -478097.806406 + Penalty 2708.937265 = -475388.869141
  nChanged 81
		SP:Iteration 17Q (2327.600000 sec): 3 clusters
  Score: Raw -478141.554083 + Penalty 2708.937265 = -475432.616819
  nChanged 65
		SP:Iteration 18Q (2327.610000 sec): 3 clusters
  Score: Raw -478170.267565 + Penalty 2708.937265 = -475461.330300
  nChanged 40
		SP:Iteration 19Q (2327.620000 sec): 3 clusters
  Score: Raw -478186.217296 + Penalty 2708.937265 = -475477.280031
  nChanged 39
		SP:Iteration 20F (2327.630000 sec): 3 clusters
  Score: Raw -478202.979229 + Penalty 2708.937265 = -475494.041964
  nChanged 41
		SP:Iteration 21Q (2327.640000 sec): 3 clusters
  Score: Raw -478219.899619 + Penalty 2708.937265 = -475510.962354
  nChanged 36
		SP:Iteration 22Q (2327.650000 sec): 3 clusters
  Score: Raw -478232.791152 + Penalty 2708.937265 = -475523.853887
  nChanged 27
		SP:Iteration 23Q (2327.660000 sec): 3 clusters
  Score: Raw -478240.751250 + Penalty 2708.937265 = -475531.813986
  nChanged 18
		SP:Iteration 24Q (2327.670000 sec): 3 clusters
  Score: Raw -478247.428479 + Penalty 2708.937265 = -475538.491215
  nChanged 16
		SP:Iteration 25Q (2327.680000 sec): 3 clusters
  Score: Raw -478250.904704 + Penalty 2708.937265 = -475541.967439
  nChanged 19
		SP:Iteration 26Q (2327.690000 sec): 3 clusters
  Score: Raw -478255.517753 + Penalty 2708.937265 = -475546.580489
  nChanged 18
		SP:Iteration 27Q (2327.690000 sec): 3 clusters
  Score: Raw -478260.311186 + Penalty 2708.937265 = -475551.373921
  nChanged 16
		SP:Iteration 28Q (2327.710000 sec): 3 clusters
  Score: Raw -478263.569410 + Penalty 2708.937265 = -475554.632146
  nChanged 11
		SP:Iteration 29Q (2327.710000 sec): 3 clusters
  Score: Raw -478266.540888 + Penalty 2708.937265 = -475557.603623
  nChanged 11
		SP:Iteration 30Q (2327.730000 sec): 3 clusters
  Score: Raw -478269.216671 + Penalty 2708.937265 = -475560.279406
  nChanged 10
		SP:Iteration 31Q (2327.730000 sec): 3 clusters
  Score: Raw -478272.280451 + Penalty 2708.937265 = -475563.343187
  nChanged 5
		SP:Iteration 32Q (2327.750000 sec): 3 clusters
  Score: Raw -478273.268587 + Penalty 2708.937265 = -475564.331323
  nChanged 5
		SP:Iteration 33Q (2327.750000 sec): 3 clusters
  Score: Raw -478274.073304 + Penalty 2708.937265 = -475565.136040
  nChanged 3
		SP:Iteration 34Q (2327.760000 sec): 3 clusters
  Score: Raw -478274.452008 + Penalty 2708.937265 = -475565.514743
  nChanged 1
		SP:Iteration 35Q (2327.770000 sec): 3 clusters
  Score: Raw -478274.684367 + Penalty 2708.937265 = -475565.747102
  nChanged 1
		SP:Iteration 36Q (2327.780000 sec): 3 clusters
  Score: Raw -478274.860248 + Penalty 2708.937265 = -475565.922983
  nChanged 0
		SP:Iteration 37F (2327.790000 sec): 3 clusters
  Score: Raw -478274.860248 + Penalty 2708.937265 = -475565.922983
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (14016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2327.840000 sec): 2 clusters
  Score: Raw -1603132.793343 + Penalty 1551.542657 = -1601581.250686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2327.870000 sec): 3 clusters
  Score: Raw -1594960.460803 + Penalty 3103.085314 = -1591857.375489
  nChanged 6148
		SP:Iteration 1F (2327.910000 sec): 3 clusters
  Score: Raw -1598325.017024 + Penalty 3103.085314 = -1595221.931710
  nChanged 858
		SP:Iteration 2F (2327.950000 sec): 3 clusters
  Score: Raw -1598740.988011 + Penalty 3103.085314 = -1595637.902696
  nChanged 777
		SP:Iteration 3F (2327.980000 sec): 3 clusters
  Score: Raw -1599103.434421 + Penalty 3103.085314 = -1596000.349107
  nChanged 726
		SP:Iteration 4F (2328.020000 sec): 3 clusters
  Score: Raw -1599451.148738 + Penalty 3103.085314 = -1596348.063424
  nChanged 755
		SP:Iteration 5F (2328.050000 sec): 3 clusters
  Score: Raw -1599832.548230 + Penalty 3103.085314 = -1596729.462915
  nChanged 772
		SP:Iteration 6F (2328.090000 sec): 3 clusters
  Score: Raw -1600297.809671 + Penalty 3103.085314 = -1597194.724357
  nChanged 862
		SP:Iteration 7F (2328.130000 sec): 3 clusters
  Score: Raw -1600894.070746 + Penalty 3103.085314 = -1597790.985432
  nChanged 880
		SP:Iteration 8F (2328.160000 sec): 3 clusters
  Score: Raw -1601581.832910 + Penalty 3103.085314 = -1598478.747596
  nChanged 791
		SP:Iteration 9F (2328.190000 sec): 3 clusters
  Score: Raw -1602237.663889 + Penalty 3103.085314 = -1599134.578575
  nChanged 599
		SP:Iteration 10Q (2328.230000 sec): 3 clusters
  Score: Raw -1602802.865487 + Penalty 3103.085314 = -1599699.780172
  nChanged 435
		SP:Iteration 11Q (2328.270000 sec): 3 clusters
  Score: Raw -1603247.162156 + Penalty 3103.085314 = -1600144.076842
  nChanged 270
		SP:Iteration 12Q (2328.300000 sec): 3 clusters
  Score: Raw -1603514.572099 + Penalty 3103.085314 = -1600411.486785
  nChanged 167
		SP:Iteration 13Q (2328.330000 sec): 3 clusters
  Score: Raw -1603664.859669 + Penalty 3103.085314 = -1600561.774355
  nChanged 111
		SP:Iteration 14Q (2328.360000 sec): 3 clusters
  Score: Raw -1603755.365074 + Penalty 3103.085314 = -1600652.279759
  nChanged 83
		SP:Iteration 15Q (2328.390000 sec): 3 clusters
  Score: Raw -1603812.958571 + Penalty 3103.085314 = -1600709.873257
  nChanged 61
		SP:Iteration 16Q (2328.410000 sec): 3 clusters
  Score: Raw -1603843.212523 + Penalty 3103.085314 = -1600740.127209
  nChanged 26
		SP:Iteration 17Q (2328.440000 sec): 3 clusters
  Score: Raw -1603855.077575 + Penalty 3103.085314 = -1600751.992261
  nChanged 19
		SP:Iteration 18Q (2328.470000 sec): 3 clusters
  Score: Raw -1603863.148155 + Penalty 3103.085314 = -1600760.062840
  nChanged 13
		SP:Iteration 19Q (2328.500000 sec): 3 clusters
  Score: Raw -1603869.125429 + Penalty 3103.085314 = -1600766.040115
  nChanged 15
		SP:Iteration 20F (2328.530000 sec): 3 clusters
  Score: Raw -1603877.951549 + Penalty 3103.085314 = -1600774.866235
  nChanged 15
		SP:Iteration 21Q (2328.560000 sec): 3 clusters
  Score: Raw -1603884.377959 + Penalty 3103.085314 = -1600781.292645
  nChanged 8
		SP:Iteration 22Q (2328.590000 sec): 3 clusters
  Score: Raw -1603887.009241 + Penalty 3103.085314 = -1600783.923927
  nChanged 4
		SP:Iteration 23Q (2328.610000 sec): 3 clusters
  Score: Raw -1603888.398525 + Penalty 3103.085314 = -1600785.313211
  nChanged 2
		SP:Iteration 24Q (2328.640000 sec): 3 clusters
  Score: Raw -1603889.169073 + Penalty 3103.085314 = -1600786.083758
  nChanged 1
		SP:Iteration 25Q (2328.670000 sec): 3 clusters
  Score: Raw -1603889.482936 + Penalty 3103.085314 = -1600786.397622
  nChanged 1
		SP:Iteration 26Q (2328.700000 sec): 3 clusters
  Score: Raw -1603889.983676 + Penalty 3103.085314 = -1600786.898362
  nChanged 0
		SP:Iteration 27F (2328.730000 sec): 3 clusters
  Score: Raw -1603889.983676 + Penalty 3103.085314 = -1600786.898362
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 15 (1499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2328.750000 sec): 2 clusters
  Score: Raw -169536.826927 + Penalty 1188.289943 = -168348.536983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2328.750000 sec): 3 clusters
  Score: Raw -168938.057123 + Penalty 2376.579887 = -166561.477236
  nChanged 505
		SP:Iteration 1F (2328.750000 sec): 3 clusters
  Score: Raw -169280.346778 + Penalty 2376.579887 = -166903.766891
  nChanged 116
		SP:Iteration 2F (2328.760000 sec): 3 clusters
  Score: Raw -169390.478579 + Penalty 2376.579887 = -167013.898692
  nChanged 81
		SP:Iteration 3F (2328.760000 sec): 3 clusters
  Score: Raw -169466.294266 + Penalty 2376.579887 = -167089.714379
  nChanged 51
		SP:Iteration 4Q (2328.770000 sec): 3 clusters
  Score: Raw -169512.838136 + Penalty 2376.579887 = -167136.258249
  nChanged 49
		SP:Iteration 5Q (2328.770000 sec): 3 clusters
  Score: Raw -169559.596464 + Penalty 2376.579887 = -167183.016577
  nChanged 24
		SP:Iteration 6Q (2328.770000 sec): 3 clusters
  Score: Raw -169575.264575 + Penalty 2376.579887 = -167198.684688
  nChanged 19
		SP:Iteration 7Q (2328.780000 sec): 3 clusters
  Score: Raw -169587.848002 + Penalty 2376.579887 = -167211.268115
  nChanged 13
		SP:Iteration 8Q (2328.780000 sec): 3 clusters
  Score: Raw -169594.281552 + Penalty 2376.579887 = -167217.701665
  nChanged 8
		SP:Iteration 9Q (2328.790000 sec): 3 clusters
  Score: Raw -169597.980473 + Penalty 2376.579887 = -167221.400586
  nChanged 7
		SP:Iteration 10Q (2328.790000 sec): 3 clusters
  Score: Raw -169603.034279 + Penalty 2376.579887 = -167226.454393
  nChanged 8
		SP:Iteration 11Q (2328.790000 sec): 3 clusters
  Score: Raw -169606.026260 + Penalty 2376.579887 = -167229.446373
  nChanged 2
		SP:Iteration 12Q (2328.790000 sec): 3 clusters
  Score: Raw -169607.234529 + Penalty 2376.579887 = -167230.654642
  nChanged 2
		SP:Iteration 13Q (2328.800000 sec): 3 clusters
  Score: Raw -169607.969640 + Penalty 2376.579887 = -167231.389753
  nChanged 0
		SP:Iteration 14F (2328.800000 sec): 3 clusters
  Score: Raw -169607.969640 + Penalty 2376.579887 = -167231.389753
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2328.820000 sec): 2 clusters
  Score: Raw -595644.761327 + Penalty 1392.836659 = -594251.924668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2328.830000 sec): 3 clusters
  Score: Raw -592892.366080 + Penalty 2785.673318 = -590106.692762
  nChanged 2108
		SP:Iteration 1F (2328.850000 sec): 3 clusters
  Score: Raw -594114.912714 + Penalty 2785.673318 = -591329.239396
  nChanged 416
		SP:Iteration 2F (2328.860000 sec): 3 clusters
  Score: Raw -594359.924963 + Penalty 2785.673318 = -591574.251645
  nChanged 312
		SP:Iteration 3F (2328.870000 sec): 3 clusters
  Score: Raw -594558.574996 + Penalty 2785.673318 = -591772.901678
  nChanged 264
		SP:Iteration 4F (2328.890000 sec): 3 clusters
  Score: Raw -594751.352524 + Penalty 2785.673318 = -591965.679206
  nChanged 278
		SP:Iteration 5F (2328.900000 sec): 3 clusters
  Score: Raw -594943.131045 + Penalty 2785.673318 = -592157.457727
  nChanged 235
		SP:Iteration 6Q (2328.910000 sec): 3 clusters
  Score: Raw -595100.235349 + Penalty 2785.673318 = -592314.562031
  nChanged 221
		SP:Iteration 7Q (2328.930000 sec): 3 clusters
  Score: Raw -595225.125033 + Penalty 2785.673318 = -592439.451715
  nChanged 197
		SP:Iteration 8Q (2328.940000 sec): 3 clusters
  Score: Raw -595346.681025 + Penalty 2785.673318 = -592561.007707
  nChanged 203
		SP:Iteration 9Q (2328.950000 sec): 3 clusters
  Score: Raw -595481.392706 + Penalty 2785.673318 = -592695.719388
  nChanged 185
		SP:Iteration 10Q (2328.970000 sec): 3 clusters
  Score: Raw -595629.615283 + Penalty 2785.673318 = -592843.941965
  nChanged 177
		SP:Iteration 11Q (2328.980000 sec): 3 clusters
  Score: Raw -595756.451573 + Penalty 2785.673318 = -592970.778255
  nChanged 154
		SP:Iteration 12Q (2328.990000 sec): 3 clusters
  Score: Raw -595861.993697 + Penalty 2785.673318 = -593076.320379
  nChanged 133
		SP:Iteration 13Q (2329.010000 sec): 3 clusters
  Score: Raw -595928.449974 + Penalty 2785.673318 = -593142.776656
  nChanged 99
		SP:Iteration 14Q (2329.020000 sec): 3 clusters
  Score: Raw -595965.670491 + Penalty 2785.673318 = -593179.997173
  nChanged 63
		SP:Iteration 15Q (2329.030000 sec): 3 clusters
  Score: Raw -595986.341633 + Penalty 2785.673318 = -593200.668315
  nChanged 46
		SP:Iteration 16Q (2329.040000 sec): 3 clusters
  Score: Raw -596002.514005 + Penalty 2785.673318 = -593216.840687
  nChanged 32
		SP:Iteration 17Q (2329.050000 sec): 3 clusters
  Score: Raw -596010.863127 + Penalty 2785.673318 = -593225.189809
  nChanged 27
		SP:Iteration 18Q (2329.070000 sec): 3 clusters
  Score: Raw -596016.958753 + Penalty 2785.673318 = -593231.285435
  nChanged 25
		SP:Iteration 19Q (2329.080000 sec): 3 clusters
  Score: Raw -596025.148675 + Penalty 2785.673318 = -593239.475357
  nChanged 24
		SP:Iteration 20F (2329.090000 sec): 3 clusters
  Score: Raw -596032.105537 + Penalty 2785.673318 = -593246.432219
  nChanged 14
		SP:Iteration 21Q (2329.110000 sec): 3 clusters
  Score: Raw -596036.523915 + Penalty 2785.673318 = -593250.850597
  nChanged 15
		SP:Iteration 22Q (2329.120000 sec): 3 clusters
  Score: Raw -596043.011152 + Penalty 2785.673318 = -593257.337834
  nChanged 20
		SP:Iteration 23Q (2329.130000 sec): 3 clusters
  Score: Raw -596050.212637 + Penalty 2785.673318 = -593264.539319
  nChanged 30
		SP:Iteration 24Q (2329.140000 sec): 3 clusters
  Score: Raw -596062.899524 + Penalty 2785.673318 = -593277.226206
  nChanged 33
		SP:Iteration 25Q (2329.150000 sec): 3 clusters
  Score: Raw -596078.998507 + Penalty 2785.673318 = -593293.325189
  nChanged 32
		SP:Iteration 26Q (2329.170000 sec): 3 clusters
  Score: Raw -596094.280169 + Penalty 2785.673318 = -593308.606851
  nChanged 37
		SP:Iteration 27Q (2329.180000 sec): 3 clusters
  Score: Raw -596109.165595 + Penalty 2785.673318 = -593323.492277
  nChanged 25
		SP:Iteration 28Q (2329.190000 sec): 3 clusters
  Score: Raw -596117.463222 + Penalty 2785.673318 = -593331.789904
  nChanged 29
		SP:Iteration 29Q (2329.210000 sec): 3 clusters
  Score: Raw -596127.254901 + Penalty 2785.673318 = -593341.581583
  nChanged 27
		SP:Iteration 30Q (2329.220000 sec): 3 clusters
  Score: Raw -596138.094489 + Penalty 2785.673318 = -593352.421171
  nChanged 27
		SP:Iteration 31Q (2329.230000 sec): 3 clusters
  Score: Raw -596154.035324 + Penalty 2785.673318 = -593368.362006
  nChanged 29
		SP:Iteration 32Q (2329.240000 sec): 3 clusters
  Score: Raw -596168.403030 + Penalty 2785.673318 = -593382.729712
  nChanged 32
		SP:Iteration 33Q (2329.250000 sec): 3 clusters
  Score: Raw -596180.408422 + Penalty 2785.673318 = -593394.735104
  nChanged 29
		SP:Iteration 34Q (2329.270000 sec): 3 clusters
  Score: Raw -596189.228464 + Penalty 2785.673318 = -593403.555146
  nChanged 25
		SP:Iteration 35Q (2329.280000 sec): 3 clusters
  Score: Raw -596196.511512 + Penalty 2785.673318 = -593410.838194
  nChanged 21
		SP:Iteration 36Q (2329.290000 sec): 3 clusters
  Score: Raw -596204.156063 + Penalty 2785.673318 = -593418.482745
  nChanged 26
		SP:Iteration 37Q (2329.300000 sec): 3 clusters
  Score: Raw -596212.239905 + Penalty 2785.673318 = -593426.566587
  nChanged 20
		SP:Iteration 38Q (2329.310000 sec): 3 clusters
  Score: Raw -596217.338074 + Penalty 2785.673318 = -593431.664756
  nChanged 17
		SP:Iteration 39Q (2329.330000 sec): 3 clusters
  Score: Raw -596222.346997 + Penalty 2785.673318 = -593436.673679
  nChanged 19
		SP:Iteration 40F (2329.340000 sec): 3 clusters
  Score: Raw -596227.899232 + Penalty 2785.673318 = -593442.225914
  nChanged 18
		SP:Iteration 41Q (2329.350000 sec): 3 clusters
  Score: Raw -596232.514083 + Penalty 2785.673318 = -593446.840765
  nChanged 14
		SP:Iteration 42Q (2329.360000 sec): 3 clusters
  Score: Raw -596235.316600 + Penalty 2785.673318 = -593449.643282
  nChanged 12
		SP:Iteration 43Q (2329.370000 sec): 3 clusters
  Score: Raw -596238.336050 + Penalty 2785.673318 = -593452.662732
  nChanged 8
		SP:Iteration 44Q (2329.390000 sec): 3 clusters
  Score: Raw -596240.733116 + Penalty 2785.673318 = -593455.059798
  nChanged 12
		SP:Iteration 45Q (2329.400000 sec): 3 clusters
  Score: Raw -596242.953026 + Penalty 2785.673318 = -593457.279708
  nChanged 5
		SP:Iteration 46Q (2329.410000 sec): 3 clusters
  Score: Raw -596243.567664 + Penalty 2785.673318 = -593457.894346
  nChanged 3
		SP:Iteration 47Q (2329.420000 sec): 3 clusters
  Score: Raw -596244.536577 + Penalty 2785.673318 = -593458.863259
  nChanged 3
		SP:Iteration 48Q (2329.430000 sec): 3 clusters
  Score: Raw -596245.638106 + Penalty 2785.673318 = -593459.964788
  nChanged 7
		SP:Iteration 49Q (2329.450000 sec): 3 clusters
  Score: Raw -596248.499521 + Penalty 2785.673318 = -593462.826203
  nChanged 5
		SP:Iteration 50Q (2329.460000 sec): 3 clusters
  Score: Raw -596250.091958 + Penalty 2785.673318 = -593464.418640
  nChanged 7
		SP:Iteration 51Q (2329.470000 sec): 3 clusters
  Score: Raw -596251.952343 + Penalty 2785.673318 = -593466.279025
  nChanged 3
		SP:Iteration 52Q (2329.480000 sec): 3 clusters
  Score: Raw -596252.150101 + Penalty 2785.673318 = -593466.476783
  nChanged 0
		SP:Iteration 53F (2329.490000 sec): 3 clusters
  Score: Raw -596252.150101 + Penalty 2785.673318 = -593466.476783
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (1524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2329.500000 sec): 2 clusters
  Score: Raw -163060.544144 + Penalty 1190.977732 = -161869.566412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2329.510000 sec): 3 clusters
  Score: Raw -162616.754283 + Penalty 2381.955464 = -160234.798819
  nChanged 507
		SP:Iteration 1F (2329.510000 sec): 3 clusters
  Score: Raw -163311.972927 + Penalty 2381.955464 = -160930.017462
  nChanged 193
		SP:Iteration 2F (2329.510000 sec): 3 clusters
  Score: Raw -163805.276099 + Penalty 2381.955464 = -161423.320635
  nChanged 130
		SP:Iteration 3F (2329.520000 sec): 3 clusters
  Score: Raw -164229.296706 + Penalty 2381.955464 = -161847.341241
  nChanged 85
		SP:Iteration 4F (2329.520000 sec): 3 clusters
  Score: Raw -164419.532483 + Penalty 2381.955464 = -162037.577018
  nChanged 46
		SP:Iteration 5Q (2329.530000 sec): 3 clusters
  Score: Raw -164509.495473 + Penalty 2381.955464 = -162127.540009
  nChanged 31
		SP:Iteration 6Q (2329.530000 sec): 3 clusters
  Score: Raw -164552.060931 + Penalty 2381.955464 = -162170.105467
  nChanged 24
		SP:Iteration 7Q (2329.530000 sec): 3 clusters
  Score: Raw -164587.533852 + Penalty 2381.955464 = -162205.578388
  nChanged 27
		SP:Iteration 8Q (2329.530000 sec): 3 clusters
  Score: Raw -164649.579009 + Penalty 2381.955464 = -162267.623545
  nChanged 27
		SP:Iteration 9Q (2329.540000 sec): 3 clusters
  Score: Raw -164732.988742 + Penalty 2381.955464 = -162351.033278
  nChanged 31
		SP:Iteration 10Q (2329.540000 sec): 3 clusters
  Score: Raw -164817.439080 + Penalty 2381.955464 = -162435.483616
  nChanged 20
		SP:Iteration 11Q (2329.540000 sec): 3 clusters
  Score: Raw -164849.361325 + Penalty 2381.955464 = -162467.405861
  nChanged 12
		SP:Iteration 12Q (2329.550000 sec): 3 clusters
  Score: Raw -164860.683529 + Penalty 2381.955464 = -162478.728065
  nChanged 4
		SP:Iteration 13Q (2329.550000 sec): 3 clusters
  Score: Raw -164862.282013 + Penalty 2381.955464 = -162480.326548
  nChanged 1
		SP:Iteration 14Q (2329.550000 sec): 3 clusters
  Score: Raw -164863.382921 + Penalty 2381.955464 = -162481.427457
  nChanged 0
		SP:Iteration 15F (2329.550000 sec): 3 clusters
  Score: Raw -164864.912535 + Penalty 2381.955464 = -162482.957071
  nChanged 1
		SP:Iteration 16Q (2329.560000 sec): 3 clusters
  Score: Raw -164870.047329 + Penalty 2381.955464 = -162488.091865
  nChanged 1
		SP:Iteration 17Q (2329.560000 sec): 3 clusters
  Score: Raw -164870.618556 + Penalty 2381.955464 = -162488.663092
  nChanged 2
		SP:Iteration 18Q (2329.570000 sec): 3 clusters
  Score: Raw -164871.499489 + Penalty 2381.955464 = -162489.544024
  nChanged 2
		SP:Iteration 19Q (2329.570000 sec): 3 clusters
  Score: Raw -164873.126740 + Penalty 2381.955464 = -162491.171276
  nChanged 1
		SP:Iteration 20F (2329.570000 sec): 3 clusters
  Score: Raw -164873.803424 + Penalty 2381.955464 = -162491.847959
  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 12.42 GB.

 Trying to split cluster 18 (19076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2329.640000 sec): 2 clusters
  Score: Raw -2212683.867041 + Penalty 1601.630270 = -2211082.236771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2329.690000 sec): 3 clusters
  Score: Raw -2201304.209532 + Penalty 3203.260541 = -2198100.948991
  nChanged 8620
		SP:Iteration 1F (2329.740000 sec): 3 clusters
  Score: Raw -2205995.533327 + Penalty 3203.260541 = -2202792.272786
  nChanged 974
		SP:Iteration 2F (2329.790000 sec): 3 clusters
  Score: Raw -2206359.243926 + Penalty 3203.260541 = -2203155.983385
  nChanged 891
		SP:Iteration 3Q (2329.850000 sec): 3 clusters
  Score: Raw -2206690.613114 + Penalty 3203.260541 = -2203487.352573
  nChanged 799
		SP:Iteration 4Q (2329.890000 sec): 3 clusters
  Score: Raw -2206976.520664 + Penalty 3203.260541 = -2203773.260123
  nChanged 733
		SP:Iteration 5Q (2329.950000 sec): 3 clusters
  Score: Raw -2207236.448860 + Penalty 3203.260541 = -2204033.188319
  nChanged 735
		SP:Iteration 6Q (2330.000000 sec): 3 clusters
  Score: Raw -2207523.093897 + Penalty 3203.260541 = -2204319.833356
  nChanged 745
		SP:Iteration 7Q (2330.050000 sec): 3 clusters
  Score: Raw -2207824.770486 + Penalty 3203.260541 = -2204621.509945
  nChanged 746
		SP:Iteration 8Q (2330.100000 sec): 3 clusters
  Score: Raw -2208152.190726 + Penalty 3203.260541 = -2204948.930186
  nChanged 741
		SP:Iteration 9Q (2330.150000 sec): 3 clusters
  Score: Raw -2208479.850444 + Penalty 3203.260541 = -2205276.589903
  nChanged 740
		SP:Iteration 10Q (2330.200000 sec): 3 clusters
  Score: Raw -2208825.622051 + Penalty 3203.260541 = -2205622.361510
  nChanged 676
		SP:Iteration 11Q (2330.250000 sec): 3 clusters
  Score: Raw -2209181.111460 + Penalty 3203.260541 = -2205977.850919
  nChanged 669
		SP:Iteration 12Q (2330.300000 sec): 3 clusters
  Score: Raw -2209553.496967 + Penalty 3203.260541 = -2206350.236426
  nChanged 640
		SP:Iteration 13Q (2330.350000 sec): 3 clusters
  Score: Raw -2209913.499050 + Penalty 3203.260541 = -2206710.238510
  nChanged 560
		SP:Iteration 14Q (2330.400000 sec): 3 clusters
  Score: Raw -2210203.613183 + Penalty 3203.260541 = -2207000.352642
  nChanged 484
		SP:Iteration 15Q (2330.450000 sec): 3 clusters
  Score: Raw -2210423.885739 + Penalty 3203.260541 = -2207220.625198
  nChanged 381
		SP:Iteration 16Q (2330.490000 sec): 3 clusters
  Score: Raw -2210585.747005 + Penalty 3203.260541 = -2207382.486464
  nChanged 308
		SP:Iteration 17Q (2330.540000 sec): 3 clusters
  Score: Raw -2210711.776282 + Penalty 3203.260541 = -2207508.515741
  nChanged 306
		SP:Iteration 18Q (2330.590000 sec): 3 clusters
  Score: Raw -2210829.217037 + Penalty 3203.260541 = -2207625.956496
  nChanged 277
		SP:Iteration 19Q (2330.640000 sec): 3 clusters
  Score: Raw -2210935.208297 + Penalty 3203.260541 = -2207731.947756
  nChanged 287
		SP:Iteration 20F (2330.690000 sec): 3 clusters
  Score: Raw -2211041.793533 + Penalty 3203.260541 = -2207838.532992
  nChanged 266
		SP:Iteration 21Q (2330.740000 sec): 3 clusters
  Score: Raw -2211136.186798 + Penalty 3203.260541 = -2207932.926258
  nChanged 239
		SP:Iteration 22Q (2330.790000 sec): 3 clusters
  Score: Raw -2211226.908475 + Penalty 3203.260541 = -2208023.647934
  nChanged 262
		SP:Iteration 23Q (2330.830000 sec): 3 clusters
  Score: Raw -2211335.573249 + Penalty 3203.260541 = -2208132.312708
  nChanged 285
		SP:Iteration 24Q (2330.880000 sec): 3 clusters
  Score: Raw -2211460.578220 + Penalty 3203.260541 = -2208257.317679
  nChanged 298
		SP:Iteration 25Q (2330.930000 sec): 3 clusters
  Score: Raw -2211602.526353 + Penalty 3203.260541 = -2208399.265812
  nChanged 321
		SP:Iteration 26Q (2330.970000 sec): 3 clusters
  Score: Raw -2211762.769339 + Penalty 3203.260541 = -2208559.508798
  nChanged 273
		SP:Iteration 27Q (2331.020000 sec): 3 clusters
  Score: Raw -2211899.922259 + Penalty 3203.260541 = -2208696.661718
  nChanged 248
		SP:Iteration 28Q (2331.060000 sec): 3 clusters
  Score: Raw -2212020.070262 + Penalty 3203.260541 = -2208816.809721
  nChanged 214
		SP:Iteration 29Q (2331.100000 sec): 3 clusters
  Score: Raw -2212126.166912 + Penalty 3203.260541 = -2208922.906371
  nChanged 210
		SP:Iteration 30Q (2331.140000 sec): 3 clusters
  Score: Raw -2212234.793727 + Penalty 3203.260541 = -2209031.533186
  nChanged 190
		SP:Iteration 31Q (2331.180000 sec): 3 clusters
  Score: Raw -2212334.568144 + Penalty 3203.260541 = -2209131.307603
  nChanged 183
		SP:Iteration 32Q (2331.220000 sec): 3 clusters
  Score: Raw -2212440.648241 + Penalty 3203.260541 = -2209237.387700
  nChanged 175
		SP:Iteration 33Q (2331.260000 sec): 3 clusters
  Score: Raw -2212556.480009 + Penalty 3203.260541 = -2209353.219469
  nChanged 154
		SP:Iteration 34Q (2331.300000 sec): 3 clusters
  Score: Raw -2212662.343763 + Penalty 3203.260541 = -2209459.083223
  nChanged 132
		SP:Iteration 35Q (2331.340000 sec): 3 clusters
  Score: Raw -2212749.249193 + Penalty 3203.260541 = -2209545.988652
  nChanged 97
		SP:Iteration 36Q (2331.370000 sec): 3 clusters
  Score: Raw -2212815.693830 + Penalty 3203.260541 = -2209612.433289
  nChanged 80
		SP:Iteration 37Q (2331.410000 sec): 3 clusters
  Score: Raw -2212873.657565 + Penalty 3203.260541 = -2209670.397025
  nChanged 43
		SP:Iteration 38Q (2331.450000 sec): 3 clusters
  Score: Raw -2212900.574057 + Penalty 3203.260541 = -2209697.313516
  nChanged 38
		SP:Iteration 39Q (2331.490000 sec): 3 clusters
  Score: Raw -2212920.457369 + Penalty 3203.260541 = -2209717.196828
  nChanged 22
		SP:Iteration 40F (2331.530000 sec): 3 clusters
  Score: Raw -2212935.133296 + Penalty 3203.260541 = -2209731.872756
  nChanged 15
		SP:Iteration 41Q (2331.570000 sec): 3 clusters
  Score: Raw -2212946.465384 + Penalty 3203.260541 = -2209743.204843
  nChanged 12
		SP:Iteration 42Q (2331.610000 sec): 3 clusters
  Score: Raw -2212957.789692 + Penalty 3203.260541 = -2209754.529152
  nChanged 9
		SP:Iteration 43Q (2331.650000 sec): 3 clusters
  Score: Raw -2212965.617329 + Penalty 3203.260541 = -2209762.356788
  nChanged 12
		SP:Iteration 44Q (2331.680000 sec): 3 clusters
  Score: Raw -2212975.813005 + Penalty 3203.260541 = -2209772.552464
  nChanged 13
		SP:Iteration 45Q (2331.710000 sec): 3 clusters
  Score: Raw -2212985.842857 + Penalty 3203.260541 = -2209782.582316
  nChanged 6
		SP:Iteration 46Q (2331.750000 sec): 3 clusters
  Score: Raw -2212989.318898 + Penalty 3203.260541 = -2209786.058357
  nChanged 7
		SP:Iteration 47Q (2331.790000 sec): 3 clusters
  Score: Raw -2212995.348561 + Penalty 3203.260541 = -2209792.088020
  nChanged 9
		SP:Iteration 48Q (2331.820000 sec): 3 clusters
  Score: Raw -2213002.756282 + Penalty 3203.260541 = -2209799.495741
  nChanged 5
		SP:Iteration 49Q (2331.860000 sec): 3 clusters
  Score: Raw -2213005.582302 + Penalty 3203.260541 = -2209802.321761
  nChanged 2
		SP:Iteration 50Q (2331.890000 sec): 3 clusters
  Score: Raw -2213007.474717 + Penalty 3203.260541 = -2209804.214177
  nChanged 2
		SP:Iteration 51Q (2331.930000 sec): 3 clusters
  Score: Raw -2213009.682126 + Penalty 3203.260541 = -2209806.421585
  nChanged 0
		SP:Iteration 52F (2331.980000 sec): 3 clusters
  Score: Raw -2213009.682126 + Penalty 3203.260541 = -2209806.421585
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (6780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2332.010000 sec): 2 clusters
  Score: Raw -777870.984221 + Penalty 1433.531512 = -776437.452709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2332.030000 sec): 3 clusters
  Score: Raw -774139.537743 + Penalty 2867.063024 = -771272.474720
  nChanged 2852
		SP:Iteration 1F (2332.050000 sec): 3 clusters
  Score: Raw -775708.784697 + Penalty 2867.063024 = -772841.721673
  nChanged 450
		SP:Iteration 2F (2332.060000 sec): 3 clusters
  Score: Raw -775935.638297 + Penalty 2867.063024 = -773068.575274
  nChanged 371
		SP:Iteration 3F (2332.080000 sec): 3 clusters
  Score: Raw -776086.441644 + Penalty 2867.063024 = -773219.378620
  nChanged 267
		SP:Iteration 4Q (2332.090000 sec): 3 clusters
  Score: Raw -776186.007358 + Penalty 2867.063024 = -773318.944335
  nChanged 208
		SP:Iteration 5Q (2332.110000 sec): 3 clusters
  Score: Raw -776265.268676 + Penalty 2867.063024 = -773398.205652
  nChanged 213
		SP:Iteration 6Q (2332.130000 sec): 3 clusters
  Score: Raw -776348.542678 + Penalty 2867.063024 = -773481.479655
  nChanged 206
		SP:Iteration 7Q (2332.150000 sec): 3 clusters
  Score: Raw -776430.536657 + Penalty 2867.063024 = -773563.473633
  nChanged 224
		SP:Iteration 8Q (2332.160000 sec): 3 clusters
  Score: Raw -776528.350907 + Penalty 2867.063024 = -773661.287883
  nChanged 251
		SP:Iteration 9Q (2332.180000 sec): 3 clusters
  Score: Raw -776659.572522 + Penalty 2867.063024 = -773792.509499
  nChanged 280
		SP:Iteration 10Q (2332.200000 sec): 3 clusters
  Score: Raw -776810.808840 + Penalty 2867.063024 = -773943.745816
  nChanged 250
		SP:Iteration 11Q (2332.210000 sec): 3 clusters
  Score: Raw -776957.734143 + Penalty 2867.063024 = -774090.671120
  nChanged 256
		SP:Iteration 12Q (2332.230000 sec): 3 clusters
  Score: Raw -777123.325795 + Penalty 2867.063024 = -774256.262771
  nChanged 237
		SP:Iteration 13Q (2332.250000 sec): 3 clusters
  Score: Raw -777275.067069 + Penalty 2867.063024 = -774408.004046
  nChanged 216
		SP:Iteration 14Q (2332.260000 sec): 3 clusters
  Score: Raw -777426.503466 + Penalty 2867.063024 = -774559.440442
  nChanged 169
		SP:Iteration 15Q (2332.280000 sec): 3 clusters
  Score: Raw -777546.929665 + Penalty 2867.063024 = -774679.866642
  nChanged 162
		SP:Iteration 16Q (2332.300000 sec): 3 clusters
  Score: Raw -777660.110735 + Penalty 2867.063024 = -774793.047711
  nChanged 119
		SP:Iteration 17Q (2332.310000 sec): 3 clusters
  Score: Raw -777760.673829 + Penalty 2867.063024 = -774893.610805
  nChanged 95
		SP:Iteration 18Q (2332.330000 sec): 3 clusters
  Score: Raw -777846.475578 + Penalty 2867.063024 = -774979.412554
  nChanged 61
		SP:Iteration 19Q (2332.340000 sec): 3 clusters
  Score: Raw -777908.429213 + Penalty 2867.063024 = -775041.366189
  nChanged 36
		SP:Iteration 20F (2332.360000 sec): 3 clusters
  Score: Raw -777944.934508 + Penalty 2867.063024 = -775077.871484
  nChanged 28
		SP:Iteration 21Q (2332.370000 sec): 3 clusters
  Score: Raw -777972.283374 + Penalty 2867.063024 = -775105.220351
  nChanged 21
		SP:Iteration 22Q (2332.390000 sec): 3 clusters
  Score: Raw -777993.764902 + Penalty 2867.063024 = -775126.701878
  nChanged 13
		SP:Iteration 23Q (2332.400000 sec): 3 clusters
  Score: Raw -778006.633567 + Penalty 2867.063024 = -775139.570543
  nChanged 8
		SP:Iteration 24Q (2332.420000 sec): 3 clusters
  Score: Raw -778014.654360 + Penalty 2867.063024 = -775147.591336
  nChanged 7
		SP:Iteration 25Q (2332.430000 sec): 3 clusters
  Score: Raw -778023.779372 + Penalty 2867.063024 = -775156.716348
  nChanged 7
		SP:Iteration 26Q (2332.440000 sec): 3 clusters
  Score: Raw -778030.823974 + Penalty 2867.063024 = -775163.760950
  nChanged 3
		SP:Iteration 27Q (2332.460000 sec): 3 clusters
  Score: Raw -778033.815551 + Penalty 2867.063024 = -775166.752527
  nChanged 2
		SP:Iteration 28Q (2332.470000 sec): 3 clusters
  Score: Raw -778036.806622 + Penalty 2867.063024 = -775169.743598
  nChanged 0
		SP:Iteration 29F (2332.490000 sec): 3 clusters
  Score: Raw -778036.806622 + Penalty 2867.063024 = -775169.743598
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (500852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2334.030000 sec): 2 clusters
  Score: Raw -58535206.668647 + Penalty 2132.660713 = -58533074.007933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2335.380000 sec): 3 clusters
  Score: Raw -58197358.813941 + Penalty 4265.321426 = -58193093.492515
  nChanged 246060
		SP:Iteration 1F (2336.740000 sec): 3 clusters
  Score: Raw -58346939.435446 + Penalty 4265.321426 = -58342674.114019
  nChanged 14712
		SP:Iteration 2Q (2338.130000 sec): 3 clusters
  Score: Raw -58350559.372193 + Penalty 4265.321426 = -58346294.050766
  nChanged 17135
		SP:Iteration 3Q (2339.500000 sec): 3 clusters
  Score: Raw -58355925.957539 + Penalty 4265.321426 = -58351660.636113
  nChanged 21083
		SP:Iteration 4Q (2340.890000 sec): 3 clusters
  Score: Raw -58364924.790721 + Penalty 4265.321426 = -58360659.469294
  nChanged 27208
		SP:Iteration 5F (2342.230000 sec): 3 clusters
  Score: Raw -58380153.210294 + Penalty 4265.321426 = -58375887.888867
  nChanged 33291
		SP:Iteration 6F (2343.560000 sec): 3 clusters
  Score: Raw -58403326.571353 + Penalty 4265.321426 = -58399061.249927
  nChanged 37029
		SP:Iteration 7F (2344.890000 sec): 3 clusters
  Score: Raw -58433406.525076 + Penalty 4265.321426 = -58429141.203649
  nChanged 34958
		SP:Iteration 8F (2346.210000 sec): 3 clusters
  Score: Raw -58464250.560980 + Penalty 4265.321426 = -58459985.239554
  nChanged 28076
		SP:Iteration 9F (2347.540000 sec): 3 clusters
  Score: Raw -58489279.053770 + Penalty 4265.321426 = -58485013.732343
  nChanged 20049
		SP:Iteration 10Q (2348.740000 sec): 3 clusters
  Score: Raw -58506700.819209 + Penalty 4265.321426 = -58502435.497783
  nChanged 13655
		SP:Iteration 11Q (2349.870000 sec): 3 clusters
  Score: Raw -58518319.452137 + Penalty 4265.321426 = -58514054.130711
  nChanged 9300
		SP:Iteration 12Q (2350.920000 sec): 3 clusters
  Score: Raw -58526182.534502 + Penalty 4265.321426 = -58521917.213076
  nChanged 5770
		SP:Iteration 13Q (2351.920000 sec): 3 clusters
  Score: Raw -58530998.292122 + Penalty 4265.321426 = -58526732.970695
  nChanged 3035
		SP:Iteration 14Q (2352.880000 sec): 3 clusters
  Score: Raw -58533434.539100 + Penalty 4265.321426 = -58529169.217673
  nChanged 1404
		SP:Iteration 15Q (2353.820000 sec): 3 clusters
  Score: Raw -58534577.233428 + Penalty 4265.321426 = -58530311.912001
  nChanged 543
		SP:Iteration 16Q (2354.750000 sec): 3 clusters
  Score: Raw -58535030.161118 + Penalty 4265.321426 = -58530764.839692
  nChanged 232
		SP:Iteration 17Q (2355.680000 sec): 3 clusters
  Score: Raw -58535227.235549 + Penalty 4265.321426 = -58530961.914123
  nChanged 86
		SP:Iteration 18Q (2356.620000 sec): 3 clusters
  Score: Raw -58535307.363084 + Penalty 4265.321426 = -58531042.041657
  nChanged 45
		SP:Iteration 19Q (2357.530000 sec): 3 clusters
  Score: Raw -58535356.639679 + Penalty 4265.321426 = -58531091.318253
  nChanged 25
		SP:Iteration 20F (2358.840000 sec): 3 clusters
  Score: Raw -58535391.235265 + Penalty 4265.321426 = -58531125.913838
  nChanged 14
		SP:Iteration 21Q (2359.760000 sec): 3 clusters
  Score: Raw -58535409.236092 + Penalty 4265.321426 = -58531143.914666
  nChanged 12
		SP:Iteration 22Q (2360.660000 sec): 3 clusters
  Score: Raw -58535421.810229 + Penalty 4265.321426 = -58531156.488802
  nChanged 5
		SP:Iteration 23Q (2361.570000 sec): 3 clusters
  Score: Raw -58535426.232922 + Penalty 4265.321426 = -58531160.911496
  nChanged 5
		SP:Iteration 24Q (2362.470000 sec): 3 clusters
  Score: Raw -58535431.081583 + Penalty 4265.321426 = -58531165.760157
  nChanged 5
		SP:Iteration 25Q (2363.370000 sec): 3 clusters
  Score: Raw -58535435.889936 + Penalty 4265.321426 = -58531170.568509
  nChanged 8
		SP:Iteration 26Q (2364.270000 sec): 3 clusters
  Score: Raw -58535445.852550 + Penalty 4265.321426 = -58531180.531124
  nChanged 5
		SP:Iteration 27Q (2365.190000 sec): 3 clusters
  Score: Raw -58535452.042916 + Penalty 4265.321426 = -58531186.721490
  nChanged 3
		SP:Iteration 28Q (2366.110000 sec): 3 clusters
  Score: Raw -58535456.076877 + Penalty 4265.321426 = -58531190.755451
  nChanged 4
		SP:Iteration 29Q (2367.010000 sec): 3 clusters
  Score: Raw -58535460.635065 + Penalty 4265.321426 = -58531195.313639
  nChanged 4
		SP:Iteration 30Q (2367.920000 sec): 3 clusters
  Score: Raw -58535468.360665 + Penalty 4265.321426 = -58531203.039239
  nChanged 6
		SP:Iteration 31Q (2368.820000 sec): 3 clusters
  Score: Raw -58535475.728008 + Penalty 4265.321426 = -58531210.406581
  nChanged 3
		SP:Iteration 32Q (2369.720000 sec): 3 clusters
  Score: Raw -58535478.559563 + Penalty 4265.321426 = -58531213.238137
  nChanged 1
		SP:Iteration 33Q (2370.620000 sec): 3 clusters
  Score: Raw -58535479.731115 + Penalty 4265.321426 = -58531214.409689
  nChanged 2
		SP:Iteration 34Q (2371.520000 sec): 3 clusters
  Score: Raw -58535480.735132 + Penalty 4265.321426 = -58531215.413705
  nChanged 1
		SP:Iteration 35Q (2372.410000 sec): 3 clusters
  Score: Raw -58535481.856919 + Penalty 4265.321426 = -58531216.535493
  nChanged 1
		SP:Iteration 36Q (2373.320000 sec): 3 clusters
  Score: Raw -58535482.636228 + Penalty 4265.321426 = -58531217.314802
  nChanged 0
		SP:Iteration 37F (2374.650000 sec): 3 clusters
  Score: Raw -58535482.636228 + Penalty 4265.321426 = -58531217.314802
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (1468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2374.900000 sec): 2 clusters
  Score: Raw -160047.656827 + Penalty 1184.894134 = -158862.762693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2374.910000 sec): 3 clusters
  Score: Raw -159474.217299 + Penalty 2369.788268 = -157104.429031
  nChanged 493
		SP:Iteration 1F (2374.910000 sec): 3 clusters
  Score: Raw -159833.443367 + Penalty 2369.788268 = -157463.655099
  nChanged 112
		SP:Iteration 2F (2374.920000 sec): 3 clusters
  Score: Raw -159957.461240 + Penalty 2369.788268 = -157587.672972
  nChanged 89
		SP:Iteration 3F (2374.920000 sec): 3 clusters
  Score: Raw -160077.777646 + Penalty 2369.788268 = -157707.989378
  nChanged 77
		SP:Iteration 4F (2374.920000 sec): 3 clusters
  Score: Raw -160191.091051 + Penalty 2369.788268 = -157821.302783
  nChanged 79
		SP:Iteration 5F (2374.930000 sec): 3 clusters
  Score: Raw -160297.778141 + Penalty 2369.788268 = -157927.989873
  nChanged 72
		SP:Iteration 6Q (2374.930000 sec): 3 clusters
  Score: Raw -160404.428408 + Penalty 2369.788268 = -158034.640140
  nChanged 53
		SP:Iteration 7Q (2374.930000 sec): 3 clusters
  Score: Raw -160476.609174 + Penalty 2369.788268 = -158106.820906
  nChanged 37
		SP:Iteration 8Q (2374.940000 sec): 3 clusters
  Score: Raw -160523.851987 + Penalty 2369.788268 = -158154.063719
  nChanged 31
		SP:Iteration 9Q (2374.940000 sec): 3 clusters
  Score: Raw -160569.033740 + Penalty 2369.788268 = -158199.245472
  nChanged 28
		SP:Iteration 10Q (2374.940000 sec): 3 clusters
  Score: Raw -160613.472901 + Penalty 2369.788268 = -158243.684633
  nChanged 22
		SP:Iteration 11Q (2374.950000 sec): 3 clusters
  Score: Raw -160646.171072 + Penalty 2369.788268 = -158276.382805
  nChanged 12
		SP:Iteration 12Q (2374.950000 sec): 3 clusters
  Score: Raw -160658.717408 + Penalty 2369.788268 = -158288.929140
  nChanged 12
		SP:Iteration 13Q (2374.950000 sec): 3 clusters
  Score: Raw -160672.407671 + Penalty 2369.788268 = -158302.619403
  nChanged 9
		SP:Iteration 14Q (2374.960000 sec): 3 clusters
  Score: Raw -160680.826179 + Penalty 2369.788268 = -158311.037911
  nChanged 7
		SP:Iteration 15Q (2374.960000 sec): 3 clusters
  Score: Raw -160687.849920 + Penalty 2369.788268 = -158318.061652
  nChanged 3
		SP:Iteration 16Q (2374.960000 sec): 3 clusters
  Score: Raw -160689.386136 + Penalty 2369.788268 = -158319.597868
  nChanged 2
		SP:Iteration 17Q (2374.970000 sec): 3 clusters
  Score: Raw -160691.272455 + Penalty 2369.788268 = -158321.484187
  nChanged 3
		SP:Iteration 18Q (2374.970000 sec): 3 clusters
  Score: Raw -160693.147677 + Penalty 2369.788268 = -158323.359409
  nChanged 2
		SP:Iteration 19Q (2374.970000 sec): 3 clusters
  Score: Raw -160697.813382 + Penalty 2369.788268 = -158328.025115
  nChanged 6
		SP:Iteration 20F (2374.980000 sec): 3 clusters
  Score: Raw -160704.165828 + Penalty 2369.788268 = -158334.377560
  nChanged 8
		SP:Iteration 21Q (2374.980000 sec): 3 clusters
  Score: Raw -160719.783150 + Penalty 2369.788268 = -158349.994882
  nChanged 14
		SP:Iteration 22Q (2374.980000 sec): 3 clusters
  Score: Raw -160736.572206 + Penalty 2369.788268 = -158366.783938
  nChanged 21
		SP:Iteration 23Q (2374.990000 sec): 3 clusters
  Score: Raw -160766.717294 + Penalty 2369.788268 = -158396.929026
  nChanged 18
		SP:Iteration 24Q (2374.990000 sec): 3 clusters
  Score: Raw -160791.975059 + Penalty 2369.788268 = -158422.186791
  nChanged 11
		SP:Iteration 25Q (2375.000000 sec): 3 clusters
  Score: Raw -160801.604924 + Penalty 2369.788268 = -158431.816656
  nChanged 3
		SP:Iteration 26Q (2375.000000 sec): 3 clusters
  Score: Raw -160803.505414 + Penalty 2369.788268 = -158433.717146
  nChanged 0
		SP:Iteration 27F (2375.000000 sec): 3 clusters
  Score: Raw -160803.505414 + Penalty 2369.788268 = -158433.717146
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 22 (3239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2375.010000 sec): 2 clusters
  Score: Raw -336040.199660 + Penalty 1313.490737 = -334726.708923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2375.020000 sec): 3 clusters
  Score: Raw -334455.159809 + Penalty 2626.981474 = -331828.178335
  nChanged 1222
		SP:Iteration 1F (2375.030000 sec): 3 clusters
  Score: Raw -335315.593949 + Penalty 2626.981474 = -332688.612475
  nChanged 270
		SP:Iteration 2F (2375.040000 sec): 3 clusters
  Score: Raw -335575.643211 + Penalty 2626.981474 = -332948.661737
  nChanged 234
		SP:Iteration 3F (2375.050000 sec): 3 clusters
  Score: Raw -335789.128275 + Penalty 2626.981474 = -333162.146801
  nChanged 216
		SP:Iteration 4F (2375.060000 sec): 3 clusters
  Score: Raw -336010.568709 + Penalty 2626.981474 = -333383.587235
  nChanged 188
		SP:Iteration 5F (2375.060000 sec): 3 clusters
  Score: Raw -336196.115283 + Penalty 2626.981474 = -333569.133809
  nChanged 167
		SP:Iteration 6F (2375.070000 sec): 3 clusters
  Score: Raw -336366.802856 + Penalty 2626.981474 = -333739.821383
  nChanged 155
		SP:Iteration 7Q (2375.080000 sec): 3 clusters
  Score: Raw -336521.906202 + Penalty 2626.981474 = -333894.924728
  nChanged 127
		SP:Iteration 8Q (2375.090000 sec): 3 clusters
  Score: Raw -336653.056863 + Penalty 2626.981474 = -334026.075390
  nChanged 130
		SP:Iteration 9Q (2375.100000 sec): 3 clusters
  Score: Raw -336791.737865 + Penalty 2626.981474 = -334164.756391
  nChanged 110
		SP:Iteration 10Q (2375.100000 sec): 3 clusters
  Score: Raw -336904.193043 + Penalty 2626.981474 = -334277.211569
  nChanged 87
		SP:Iteration 11Q (2375.110000 sec): 3 clusters
  Score: Raw -336984.475863 + Penalty 2626.981474 = -334357.494389
  nChanged 51
		SP:Iteration 12Q (2375.120000 sec): 3 clusters
  Score: Raw -337016.264336 + Penalty 2626.981474 = -334389.282863
  nChanged 35
		SP:Iteration 13Q (2375.120000 sec): 3 clusters
  Score: Raw -337031.340647 + Penalty 2626.981474 = -334404.359173
  nChanged 23
		SP:Iteration 14Q (2375.130000 sec): 3 clusters
  Score: Raw -337041.882692 + Penalty 2626.981474 = -334414.901219
  nChanged 15
		SP:Iteration 15Q (2375.140000 sec): 3 clusters
  Score: Raw -337048.523947 + Penalty 2626.981474 = -334421.542473
  nChanged 10
		SP:Iteration 16Q (2375.150000 sec): 3 clusters
  Score: Raw -337052.444172 + Penalty 2626.981474 = -334425.462698
  nChanged 14
		SP:Iteration 17Q (2375.150000 sec): 3 clusters
  Score: Raw -337059.493387 + Penalty 2626.981474 = -334432.511914
  nChanged 10
		SP:Iteration 18Q (2375.160000 sec): 3 clusters
  Score: Raw -337062.542861 + Penalty 2626.981474 = -334435.561387
  nChanged 10
		SP:Iteration 19Q (2375.170000 sec): 3 clusters
  Score: Raw -337065.665213 + Penalty 2626.981474 = -334438.683739
  nChanged 8
		SP:Iteration 20F (2375.180000 sec): 3 clusters
  Score: Raw -337068.348008 + Penalty 2626.981474 = -334441.366535
  nChanged 4
		SP:Iteration 21Q (2375.180000 sec): 3 clusters
  Score: Raw -337069.488758 + Penalty 2626.981474 = -334442.507284
  nChanged 3
		SP:Iteration 22Q (2375.190000 sec): 3 clusters
  Score: Raw -337070.278338 + Penalty 2626.981474 = -334443.296864
  nChanged 2
		SP:Iteration 23Q (2375.200000 sec): 3 clusters
  Score: Raw -337071.161160 + Penalty 2626.981474 = -334444.179686
  nChanged 1
		SP:Iteration 24Q (2375.200000 sec): 3 clusters
  Score: Raw -337071.402197 + Penalty 2626.981474 = -334444.420723
  nChanged 1
		SP:Iteration 25Q (2375.210000 sec): 3 clusters
  Score: Raw -337071.546484 + Penalty 2626.981474 = -334444.565010
  nChanged 0
		SP:Iteration 26F (2375.220000 sec): 3 clusters
  Score: Raw -337071.546484 + Penalty 2626.981474 = -334444.565010
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 23 (1585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2375.230000 sec): 2 clusters
  Score: Raw -182333.892544 + Penalty 1197.355199 = -181136.537345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2375.230000 sec): 3 clusters
  Score: Raw -181702.654517 + Penalty 2394.710398 = -179307.944119
  nChanged 528
		SP:Iteration 1F (2375.240000 sec): 3 clusters
  Score: Raw -182099.056272 + Penalty 2394.710398 = -179704.345874
  nChanged 131
		SP:Iteration 2F (2375.240000 sec): 3 clusters
  Score: Raw -182204.724692 + Penalty 2394.710398 = -179810.014294
  nChanged 74
		SP:Iteration 3Q (2375.240000 sec): 3 clusters
  Score: Raw -182259.027838 + Penalty 2394.710398 = -179864.317439
  nChanged 49
		SP:Iteration 4Q (2375.250000 sec): 3 clusters
  Score: Raw -182293.109264 + Penalty 2394.710398 = -179898.398866
  nChanged 34
		SP:Iteration 5Q (2375.250000 sec): 3 clusters
  Score: Raw -182317.853818 + Penalty 2394.710398 = -179923.143420
  nChanged 34
		SP:Iteration 6Q (2375.260000 sec): 3 clusters
  Score: Raw -182337.758645 + Penalty 2394.710398 = -179943.048247
  nChanged 19
		SP:Iteration 7Q (2375.260000 sec): 3 clusters
  Score: Raw -182354.331442 + Penalty 2394.710398 = -179959.621044
  nChanged 17
		SP:Iteration 8Q (2375.260000 sec): 3 clusters
  Score: Raw -182367.647634 + Penalty 2394.710398 = -179972.937236
  nChanged 13
		SP:Iteration 9Q (2375.270000 sec): 3 clusters
  Score: Raw -182378.132842 + Penalty 2394.710398 = -179983.422444
  nChanged 13
		SP:Iteration 10Q (2375.270000 sec): 3 clusters
  Score: Raw -182387.441794 + Penalty 2394.710398 = -179992.731396
  nChanged 6
		SP:Iteration 11Q (2375.280000 sec): 3 clusters
  Score: Raw -182389.787702 + Penalty 2394.710398 = -179995.077304
  nChanged 4
		SP:Iteration 12Q (2375.280000 sec): 3 clusters
  Score: Raw -182391.457778 + Penalty 2394.710398 = -179996.747380
  nChanged 1
		SP:Iteration 13Q (2375.280000 sec): 3 clusters
  Score: Raw -182391.899845 + Penalty 2394.710398 = -179997.189447
  nChanged 0
		SP:Iteration 14F (2375.290000 sec): 3 clusters
  Score: Raw -182391.899845 + Penalty 2394.710398 = -179997.189447
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (1991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2375.300000 sec): 2 clusters
  Score: Raw -235637.060193 + Penalty 1234.413749 = -234402.646443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2375.300000 sec): 3 clusters
  Score: Raw -234836.705299 + Penalty 2468.827499 = -232367.877800
  nChanged 673
		SP:Iteration 1F (2375.300000 sec): 3 clusters
  Score: Raw -235270.372316 + Penalty 2468.827499 = -232801.544817
  nChanged 133
		SP:Iteration 2F (2375.310000 sec): 3 clusters
  Score: Raw -235360.261582 + Penalty 2468.827499 = -232891.434083
  nChanged 77
		SP:Iteration 3Q (2375.320000 sec): 3 clusters
  Score: Raw -235418.347083 + Penalty 2468.827499 = -232949.519584
  nChanged 53
		SP:Iteration 4Q (2375.320000 sec): 3 clusters
  Score: Raw -235451.545269 + Penalty 2468.827499 = -232982.717770
  nChanged 54
		SP:Iteration 5Q (2375.320000 sec): 3 clusters
  Score: Raw -235484.767547 + Penalty 2468.827499 = -233015.940048
  nChanged 41
		SP:Iteration 6Q (2375.330000 sec): 3 clusters
  Score: Raw -235512.316710 + Penalty 2468.827499 = -233043.489212
  nChanged 41
		SP:Iteration 7Q (2375.340000 sec): 3 clusters
  Score: Raw -235536.438721 + Penalty 2468.827499 = -233067.611222
  nChanged 39
		SP:Iteration 8Q (2375.340000 sec): 3 clusters
  Score: Raw -235559.672610 + Penalty 2468.827499 = -233090.845111
  nChanged 25
		SP:Iteration 9Q (2375.340000 sec): 3 clusters
  Score: Raw -235576.028349 + Penalty 2468.827499 = -233107.200851
  nChanged 31
		SP:Iteration 10Q (2375.350000 sec): 3 clusters
  Score: Raw -235594.235675 + Penalty 2468.827499 = -233125.408176
  nChanged 29
		SP:Iteration 11Q (2375.360000 sec): 3 clusters
  Score: Raw -235609.147507 + Penalty 2468.827499 = -233140.320008
  nChanged 19
		SP:Iteration 12Q (2375.360000 sec): 3 clusters
  Score: Raw -235618.746896 + Penalty 2468.827499 = -233149.919397
  nChanged 21
		SP:Iteration 13Q (2375.360000 sec): 3 clusters
  Score: Raw -235632.017044 + Penalty 2468.827499 = -233163.189545
  nChanged 29
		SP:Iteration 14Q (2375.370000 sec): 3 clusters
  Score: Raw -235649.947804 + Penalty 2468.827499 = -233181.120305
  nChanged 30
		SP:Iteration 15Q (2375.370000 sec): 3 clusters
  Score: Raw -235667.846118 + Penalty 2468.827499 = -233199.018620
  nChanged 28
		SP:Iteration 16Q (2375.380000 sec): 3 clusters
  Score: Raw -235686.524084 + Penalty 2468.827499 = -233217.696586
  nChanged 24
		SP:Iteration 17Q (2375.380000 sec): 3 clusters
  Score: Raw -235701.283246 + Penalty 2468.827499 = -233232.455747
  nChanged 25
		SP:Iteration 18Q (2375.390000 sec): 3 clusters
  Score: Raw -235721.432532 + Penalty 2468.827499 = -233252.605033
  nChanged 29
		SP:Iteration 19Q (2375.390000 sec): 3 clusters
  Score: Raw -235735.858356 + Penalty 2468.827499 = -233267.030857
  nChanged 16
		SP:Iteration 20F (2375.400000 sec): 3 clusters
  Score: Raw -235746.282166 + Penalty 2468.827499 = -233277.454668
  nChanged 17
		SP:Iteration 21Q (2375.400000 sec): 3 clusters
  Score: Raw -235759.282770 + Penalty 2468.827499 = -233290.455271
  nChanged 18
		SP:Iteration 22Q (2375.410000 sec): 3 clusters
  Score: Raw -235771.552931 + Penalty 2468.827499 = -233302.725432
  nChanged 13
		SP:Iteration 23Q (2375.410000 sec): 3 clusters
  Score: Raw -235781.993691 + Penalty 2468.827499 = -233313.166192
  nChanged 18
		SP:Iteration 24Q (2375.420000 sec): 3 clusters
  Score: Raw -235793.922565 + Penalty 2468.827499 = -233325.095066
  nChanged 18
		SP:Iteration 25Q (2375.420000 sec): 3 clusters
  Score: Raw -235803.791193 + Penalty 2468.827499 = -233334.963694
  nChanged 13
		SP:Iteration 26Q (2375.430000 sec): 3 clusters
  Score: Raw -235812.475867 + Penalty 2468.827499 = -233343.648368
  nChanged 15
		SP:Iteration 27Q (2375.430000 sec): 3 clusters
  Score: Raw -235824.891892 + Penalty 2468.827499 = -233356.064394
  nChanged 20
		SP:Iteration 28Q (2375.440000 sec): 3 clusters
  Score: Raw -235840.641784 + Penalty 2468.827499 = -233371.814285
  nChanged 15
		SP:Iteration 29Q (2375.440000 sec): 3 clusters
  Score: Raw -235852.599701 + Penalty 2468.827499 = -233383.772202
  nChanged 13
		SP:Iteration 30Q (2375.440000 sec): 3 clusters
  Score: Raw -235858.868817 + Penalty 2468.827499 = -233390.041319
  nChanged 6
		SP:Iteration 31Q (2375.450000 sec): 3 clusters
  Score: Raw -235861.656548 + Penalty 2468.827499 = -233392.829050
  nChanged 6
		SP:Iteration 32Q (2375.460000 sec): 3 clusters
  Score: Raw -235864.443232 + Penalty 2468.827499 = -233395.615733
  nChanged 3
		SP:Iteration 33Q (2375.460000 sec): 3 clusters
  Score: Raw -235867.394151 + Penalty 2468.827499 = -233398.566652
  nChanged 6
		SP:Iteration 34Q (2375.460000 sec): 3 clusters
  Score: Raw -235871.797979 + Penalty 2468.827499 = -233402.970481
  nChanged 9
		SP:Iteration 35Q (2375.470000 sec): 3 clusters
  Score: Raw -235878.931073 + Penalty 2468.827499 = -233410.103574
  nChanged 6
		SP:Iteration 36Q (2375.470000 sec): 3 clusters
  Score: Raw -235882.161127 + Penalty 2468.827499 = -233413.333628
  nChanged 5
		SP:Iteration 37Q (2375.480000 sec): 3 clusters
  Score: Raw -235884.693029 + Penalty 2468.827499 = -233415.865531
  nChanged 2
		SP:Iteration 38Q (2375.480000 sec): 3 clusters
  Score: Raw -235885.698946 + Penalty 2468.827499 = -233416.871448
  nChanged 0
		SP:Iteration 39F (2375.490000 sec): 3 clusters
  Score: Raw -235885.698946 + Penalty 2468.827499 = -233416.871448
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (4879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2375.500000 sec): 2 clusters
  Score: Raw -532890.521604 + Penalty 1380.063028 = -531510.458576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2375.520000 sec): 3 clusters
  Score: Raw -530373.190861 + Penalty 2760.126057 = -527613.064804
  nChanged 1936
		SP:Iteration 1F (2375.530000 sec): 3 clusters
  Score: Raw -531514.762889 + Penalty 2760.126057 = -528754.636832
  nChanged 376
		SP:Iteration 2F (2375.540000 sec): 3 clusters
  Score: Raw -531733.034073 + Penalty 2760.126057 = -528972.908016
  nChanged 255
		SP:Iteration 3F (2375.550000 sec): 3 clusters
  Score: Raw -531868.119666 + Penalty 2760.126057 = -529107.993609
  nChanged 194
		SP:Iteration 4Q (2375.560000 sec): 3 clusters
  Score: Raw -531985.567513 + Penalty 2760.126057 = -529225.441456
  nChanged 200
		SP:Iteration 5Q (2375.580000 sec): 3 clusters
  Score: Raw -532109.715804 + Penalty 2760.126057 = -529349.589747
  nChanged 193
		SP:Iteration 6Q (2375.590000 sec): 3 clusters
  Score: Raw -532254.695161 + Penalty 2760.126057 = -529494.569104
  nChanged 196
		SP:Iteration 7Q (2375.600000 sec): 3 clusters
  Score: Raw -532375.191303 + Penalty 2760.126057 = -529615.065246
  nChanged 176
		SP:Iteration 8Q (2375.610000 sec): 3 clusters
  Score: Raw -532473.327565 + Penalty 2760.126057 = -529713.201508
  nChanged 145
		SP:Iteration 9Q (2375.620000 sec): 3 clusters
  Score: Raw -532556.801343 + Penalty 2760.126057 = -529796.675286
  nChanged 146
		SP:Iteration 10Q (2375.640000 sec): 3 clusters
  Score: Raw -532654.897345 + Penalty 2760.126057 = -529894.771288
  nChanged 158
		SP:Iteration 11Q (2375.650000 sec): 3 clusters
  Score: Raw -532749.895598 + Penalty 2760.126057 = -529989.769542
  nChanged 134
		SP:Iteration 12Q (2375.660000 sec): 3 clusters
  Score: Raw -532820.176716 + Penalty 2760.126057 = -530060.050659
  nChanged 122
		SP:Iteration 13Q (2375.670000 sec): 3 clusters
  Score: Raw -532888.724026 + Penalty 2760.126057 = -530128.597969
  nChanged 114
		SP:Iteration 14Q (2375.680000 sec): 3 clusters
  Score: Raw -532941.704337 + Penalty 2760.126057 = -530181.578280
  nChanged 98
		SP:Iteration 15Q (2375.700000 sec): 3 clusters
  Score: Raw -532996.067358 + Penalty 2760.126057 = -530235.941301
  nChanged 98
		SP:Iteration 16Q (2375.710000 sec): 3 clusters
  Score: Raw -533040.505165 + Penalty 2760.126057 = -530280.379109
  nChanged 74
		SP:Iteration 17Q (2375.720000 sec): 3 clusters
  Score: Raw -533073.145291 + Penalty 2760.126057 = -530313.019234
  nChanged 72
		SP:Iteration 18Q (2375.730000 sec): 3 clusters
  Score: Raw -533098.257461 + Penalty 2760.126057 = -530338.131404
  nChanged 41
		SP:Iteration 19Q (2375.740000 sec): 3 clusters
  Score: Raw -533111.029071 + Penalty 2760.126057 = -530350.903014
  nChanged 38
		SP:Iteration 20F (2375.760000 sec): 3 clusters
  Score: Raw -533123.127769 + Penalty 2760.126057 = -530363.001712
  nChanged 36
		SP:Iteration 21Q (2375.770000 sec): 3 clusters
  Score: Raw -533134.934027 + Penalty 2760.126057 = -530374.807970
  nChanged 35
		SP:Iteration 22Q (2375.780000 sec): 3 clusters
  Score: Raw -533145.239954 + Penalty 2760.126057 = -530385.113897
  nChanged 23
		SP:Iteration 23Q (2375.790000 sec): 3 clusters
  Score: Raw -533150.113364 + Penalty 2760.126057 = -530389.987307
  nChanged 16
		SP:Iteration 24Q (2375.800000 sec): 3 clusters
  Score: Raw -533153.717820 + Penalty 2760.126057 = -530393.591763
  nChanged 16
		SP:Iteration 25Q (2375.810000 sec): 3 clusters
  Score: Raw -533157.642620 + Penalty 2760.126057 = -530397.516563
  nChanged 14
		SP:Iteration 26Q (2375.820000 sec): 3 clusters
  Score: Raw -533162.619947 + Penalty 2760.126057 = -530402.493890
  nChanged 18
		SP:Iteration 27Q (2375.840000 sec): 3 clusters
  Score: Raw -533168.248330 + Penalty 2760.126057 = -530408.122273
  nChanged 20
		SP:Iteration 28Q (2375.850000 sec): 3 clusters
  Score: Raw -533174.162894 + Penalty 2760.126057 = -530414.036837
  nChanged 18
		SP:Iteration 29Q (2375.860000 sec): 3 clusters
  Score: Raw -533177.850761 + Penalty 2760.126057 = -530417.724704
  nChanged 13
		SP:Iteration 30Q (2375.870000 sec): 3 clusters
  Score: Raw -533180.747204 + Penalty 2760.126057 = -530420.621147
  nChanged 9
		SP:Iteration 31Q (2375.880000 sec): 3 clusters
  Score: Raw -533183.731307 + Penalty 2760.126057 = -530423.605250
  nChanged 13
		SP:Iteration 32Q (2375.890000 sec): 3 clusters
  Score: Raw -533187.923544 + Penalty 2760.126057 = -530427.797487
  nChanged 11
		SP:Iteration 33Q (2375.900000 sec): 3 clusters
  Score: Raw -533190.547382 + Penalty 2760.126057 = -530430.421325
  nChanged 4
		SP:Iteration 34Q (2375.910000 sec): 3 clusters
  Score: Raw -533191.183271 + Penalty 2760.126057 = -530431.057214
  nChanged 5
		SP:Iteration 35Q (2375.920000 sec): 3 clusters
  Score: Raw -533192.232686 + Penalty 2760.126057 = -530432.106629
  nChanged 4
		SP:Iteration 36Q (2375.940000 sec): 3 clusters
  Score: Raw -533193.022796 + Penalty 2760.126057 = -530432.896740
  nChanged 3
		SP:Iteration 37Q (2375.950000 sec): 3 clusters
  Score: Raw -533193.718578 + Penalty 2760.126057 = -530433.592522
  nChanged 5
		SP:Iteration 38Q (2375.960000 sec): 3 clusters
  Score: Raw -533194.553855 + Penalty 2760.126057 = -530434.427798
  nChanged 2
		SP:Iteration 39Q (2375.970000 sec): 3 clusters
  Score: Raw -533195.010796 + Penalty 2760.126057 = -530434.884739
  nChanged 2
		SP:Iteration 40F (2375.980000 sec): 3 clusters
  Score: Raw -533195.488014 + Penalty 2760.126057 = -530435.361957
  nChanged 2
		SP:Iteration 41Q (2375.990000 sec): 3 clusters
  Score: Raw -533195.791209 + Penalty 2760.126057 = -530435.665152
  nChanged 2
		SP:Iteration 42Q (2376.000000 sec): 3 clusters
  Score: Raw -533195.943638 + Penalty 2760.126057 = -530435.817581
  nChanged 1
		SP:Iteration 43Q (2376.020000 sec): 3 clusters
  Score: Raw -533196.176809 + Penalty 2760.126057 = -530436.050752
  nChanged 2
		SP:Iteration 44Q (2376.030000 sec): 3 clusters
  Score: Raw -533196.916062 + Penalty 2760.126057 = -530436.790005
  nChanged 2
		SP:Iteration 45Q (2376.040000 sec): 3 clusters
  Score: Raw -533197.217392 + Penalty 2760.126057 = -530437.091335
  nChanged 0
		SP:Iteration 46F (2376.050000 sec): 3 clusters
  Score: Raw -533197.217392 + Penalty 2760.126057 = -530437.091335
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2376.060000 sec): 2 clusters
  Score: Raw -14600.669149 + Penalty 813.141275 = -13787.527875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2376.060000 sec): 3 clusters
  Score: Raw -14754.026959 + Penalty 1626.282549 = -13127.744409
  nChanged 21
		SP:Iteration 1F (2376.060000 sec): 3 clusters
  Score: Raw -14832.990901 + Penalty 1626.282549 = -13206.708352
  nChanged 1
		SP:Iteration 2Q (2376.060000 sec): 3 clusters
  Score: Raw -14838.185967 + Penalty 1626.282549 = -13211.903417
  nChanged 0
		SP:Iteration 3F (2376.060000 sec): 3 clusters
  Score: Raw -14838.185967 + Penalty 1626.282549 = -13211.903417
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 27 (59658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2376.250000 sec): 2 clusters
  Score: Raw -6987849.909407 + Penalty 1786.912324 = -6986062.997082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2376.410000 sec): 3 clusters
  Score: Raw -6949660.793829 + Penalty 3573.824649 = -6946086.969181
  nChanged 28261
		SP:Iteration 1F (2376.560000 sec): 3 clusters
  Score: Raw -6966424.951106 + Penalty 3573.824649 = -6962851.126457
  nChanged 3124
		SP:Iteration 2F (2376.720000 sec): 3 clusters
  Score: Raw -6967886.112455 + Penalty 3573.824649 = -6964312.287807
  nChanged 3813
		SP:Iteration 3F (2376.880000 sec): 3 clusters
  Score: Raw -6970183.047308 + Penalty 3573.824649 = -6966609.222659
  nChanged 4599
		SP:Iteration 4F (2377.040000 sec): 3 clusters
  Score: Raw -6973523.979945 + Penalty 3573.824649 = -6969950.155297
  nChanged 4813
		SP:Iteration 5F (2377.200000 sec): 3 clusters
  Score: Raw -6977392.409121 + Penalty 3573.824649 = -6973818.584473
  nChanged 4205
		SP:Iteration 6F (2377.360000 sec): 3 clusters
  Score: Raw -6980734.752902 + Penalty 3573.824649 = -6977160.928253
  nChanged 3098
		SP:Iteration 7F (2377.520000 sec): 3 clusters
  Score: Raw -6982988.091490 + Penalty 3573.824649 = -6979414.266842
  nChanged 2101
		SP:Iteration 8Q (2377.680000 sec): 3 clusters
  Score: Raw -6984472.642406 + Penalty 3573.824649 = -6980898.817757
  nChanged 1435
		SP:Iteration 9Q (2377.830000 sec): 3 clusters
  Score: Raw -6985509.973973 + Penalty 3573.824649 = -6981936.149324
  nChanged 1104
		SP:Iteration 10Q (2377.980000 sec): 3 clusters
  Score: Raw -6986265.833583 + Penalty 3573.824649 = -6982692.008935
  nChanged 839
		SP:Iteration 11Q (2378.120000 sec): 3 clusters
  Score: Raw -6986749.634164 + Penalty 3573.824649 = -6983175.809515
  nChanged 617
		SP:Iteration 12Q (2378.250000 sec): 3 clusters
  Score: Raw -6987040.538602 + Penalty 3573.824649 = -6983466.713953
  nChanged 482
		SP:Iteration 13Q (2378.380000 sec): 3 clusters
  Score: Raw -6987247.189807 + Penalty 3573.824649 = -6983673.365159
  nChanged 415
		SP:Iteration 14Q (2378.510000 sec): 3 clusters
  Score: Raw -6987410.061804 + Penalty 3573.824649 = -6983836.237155
  nChanged 347
		SP:Iteration 15Q (2378.640000 sec): 3 clusters
  Score: Raw -6987532.363368 + Penalty 3573.824649 = -6983958.538720
  nChanged 285
		SP:Iteration 16Q (2378.760000 sec): 3 clusters
  Score: Raw -6987631.431532 + Penalty 3573.824649 = -6984057.606884
  nChanged 274
		SP:Iteration 17Q (2378.890000 sec): 3 clusters
  Score: Raw -6987721.733641 + Penalty 3573.824649 = -6984147.908992
  nChanged 247
		SP:Iteration 18Q (2379.010000 sec): 3 clusters
  Score: Raw -6987807.262747 + Penalty 3573.824649 = -6984233.438099
  nChanged 224
		SP:Iteration 19Q (2379.140000 sec): 3 clusters
  Score: Raw -6987890.689177 + Penalty 3573.824649 = -6984316.864528
  nChanged 210
		SP:Iteration 20F (2379.290000 sec): 3 clusters
  Score: Raw -6987958.962954 + Penalty 3573.824649 = -6984385.138305
  nChanged 167
		SP:Iteration 21Q (2379.410000 sec): 3 clusters
  Score: Raw -6988009.108299 + Penalty 3573.824649 = -6984435.283650
  nChanged 137
		SP:Iteration 22Q (2379.530000 sec): 3 clusters
  Score: Raw -6988046.389968 + Penalty 3573.824649 = -6984472.565319
  nChanged 112
		SP:Iteration 23Q (2379.650000 sec): 3 clusters
  Score: Raw -6988076.038180 + Penalty 3573.824649 = -6984502.213531
  nChanged 95
		SP:Iteration 24Q (2379.770000 sec): 3 clusters
  Score: Raw -6988098.539061 + Penalty 3573.824649 = -6984524.714412
  nChanged 69
		SP:Iteration 25Q (2379.880000 sec): 3 clusters
  Score: Raw -6988115.154178 + Penalty 3573.824649 = -6984541.329530
  nChanged 60
		SP:Iteration 26Q (2380.000000 sec): 3 clusters
  Score: Raw -6988127.838335 + Penalty 3573.824649 = -6984554.013687
  nChanged 52
		SP:Iteration 27Q (2380.120000 sec): 3 clusters
  Score: Raw -6988141.290550 + Penalty 3573.824649 = -6984567.465901
  nChanged 55
		SP:Iteration 28Q (2380.240000 sec): 3 clusters
  Score: Raw -6988158.422155 + Penalty 3573.824649 = -6984584.597506
  nChanged 56
		SP:Iteration 29Q (2380.350000 sec): 3 clusters
  Score: Raw -6988175.363624 + Penalty 3573.824649 = -6984601.538975
  nChanged 62
		SP:Iteration 30Q (2380.460000 sec): 3 clusters
  Score: Raw -6988191.894921 + Penalty 3573.824649 = -6984618.070273
  nChanged 48
		SP:Iteration 31Q (2380.580000 sec): 3 clusters
  Score: Raw -6988204.882804 + Penalty 3573.824649 = -6984631.058155
  nChanged 34
		SP:Iteration 32Q (2380.690000 sec): 3 clusters
  Score: Raw -6988212.255803 + Penalty 3573.824649 = -6984638.431154
  nChanged 27
		SP:Iteration 33Q (2380.810000 sec): 3 clusters
  Score: Raw -6988218.156031 + Penalty 3573.824649 = -6984644.331382
  nChanged 22
		SP:Iteration 34Q (2380.920000 sec): 3 clusters
  Score: Raw -6988222.685541 + Penalty 3573.824649 = -6984648.860893
  nChanged 15
		SP:Iteration 35Q (2381.040000 sec): 3 clusters
  Score: Raw -6988226.153694 + Penalty 3573.824649 = -6984652.329046
  nChanged 16
		SP:Iteration 36Q (2381.160000 sec): 3 clusters
  Score: Raw -6988229.877069 + Penalty 3573.824649 = -6984656.052420
  nChanged 15
		SP:Iteration 37Q (2381.270000 sec): 3 clusters
  Score: Raw -6988232.762517 + Penalty 3573.824649 = -6984658.937868
  nChanged 14
		SP:Iteration 38Q (2381.380000 sec): 3 clusters
  Score: Raw -6988235.425185 + Penalty 3573.824649 = -6984661.600536
  nChanged 14
		SP:Iteration 39Q (2381.500000 sec): 3 clusters
  Score: Raw -6988237.643224 + Penalty 3573.824649 = -6984663.818575
  nChanged 9
		SP:Iteration 40F (2381.660000 sec): 3 clusters
  Score: Raw -6988238.766329 + Penalty 3573.824649 = -6984664.941680
  nChanged 7
		SP:Iteration 41Q (2381.770000 sec): 3 clusters
  Score: Raw -6988239.547109 + Penalty 3573.824649 = -6984665.722461
  nChanged 9
		SP:Iteration 42Q (2381.880000 sec): 3 clusters
  Score: Raw -6988240.804522 + Penalty 3573.824649 = -6984666.979874
  nChanged 6
		SP:Iteration 43Q (2382.000000 sec): 3 clusters
  Score: Raw -6988242.605594 + Penalty 3573.824649 = -6984668.780945
  nChanged 8
		SP:Iteration 44Q (2382.110000 sec): 3 clusters
  Score: Raw -6988244.338674 + Penalty 3573.824649 = -6984670.514026
  nChanged 6
		SP:Iteration 45Q (2382.230000 sec): 3 clusters
  Score: Raw -6988245.205861 + Penalty 3573.824649 = -6984671.381212
  nChanged 1
		SP:Iteration 46Q (2382.350000 sec): 3 clusters
  Score: Raw -6988245.440078 + Penalty 3573.824649 = -6984671.615429
  nChanged 2
		SP:Iteration 47Q (2382.460000 sec): 3 clusters
  Score: Raw -6988245.655123 + Penalty 3573.824649 = -6984671.830474
  nChanged 1
		SP:Iteration 48Q (2382.570000 sec): 3 clusters
  Score: Raw -6988245.715182 + Penalty 3573.824649 = -6984671.890533
  nChanged 1
		SP:Iteration 49Q (2382.690000 sec): 3 clusters
  Score: Raw -6988245.930170 + Penalty 3573.824649 = -6984672.105521
  nChanged 1
		SP:Iteration 50Q (2382.810000 sec): 3 clusters
  Score: Raw -6988246.022306 + Penalty 3573.824649 = -6984672.197658
  nChanged 0
		SP:Iteration 51F (2382.970000 sec): 3 clusters
  Score: Raw -6988246.022306 + Penalty 3573.824649 = -6984672.197658
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (9218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2383.030000 sec): 2 clusters
  Score: Raw -1078684.468952 + Penalty 1483.448423 = -1077201.020529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2383.050000 sec): 3 clusters
  Score: Raw -1073515.702841 + Penalty 2966.896846 = -1070548.805994
  nChanged 3932
		SP:Iteration 1F (2383.070000 sec): 3 clusters
  Score: Raw -1075613.070172 + Penalty 2966.896846 = -1072646.173326
  nChanged 579
		SP:Iteration 2F (2383.090000 sec): 3 clusters
  Score: Raw -1075833.899601 + Penalty 2966.896846 = -1072867.002754
  nChanged 451
		SP:Iteration 3Q (2383.120000 sec): 3 clusters
  Score: Raw -1076006.195051 + Penalty 2966.896846 = -1073039.298205
  nChanged 356
		SP:Iteration 4Q (2383.140000 sec): 3 clusters
  Score: Raw -1076153.580086 + Penalty 2966.896846 = -1073186.683239
  nChanged 322
		SP:Iteration 5Q (2383.170000 sec): 3 clusters
  Score: Raw -1076309.494695 + Penalty 2966.896846 = -1073342.597848
  nChanged 343
		SP:Iteration 6Q (2383.190000 sec): 3 clusters
  Score: Raw -1076484.039389 + Penalty 2966.896846 = -1073517.142543
  nChanged 359
		SP:Iteration 7Q (2383.210000 sec): 3 clusters
  Score: Raw -1076697.142530 + Penalty 2966.896846 = -1073730.245684
  nChanged 382
		SP:Iteration 8Q (2383.230000 sec): 3 clusters
  Score: Raw -1076932.257819 + Penalty 2966.896846 = -1073965.360972
  nChanged 383
		SP:Iteration 9Q (2383.260000 sec): 3 clusters
  Score: Raw -1077172.583468 + Penalty 2966.896846 = -1074205.686621
  nChanged 379
		SP:Iteration 10Q (2383.280000 sec): 3 clusters
  Score: Raw -1077390.641117 + Penalty 2966.896846 = -1074423.744270
  nChanged 330
		SP:Iteration 11Q (2383.300000 sec): 3 clusters
  Score: Raw -1077612.730761 + Penalty 2966.896846 = -1074645.833915
  nChanged 348
		SP:Iteration 12Q (2383.330000 sec): 3 clusters
  Score: Raw -1077844.556702 + Penalty 2966.896846 = -1074877.659855
  nChanged 345
		SP:Iteration 13Q (2383.350000 sec): 3 clusters
  Score: Raw -1078045.563299 + Penalty 2966.896846 = -1075078.666453
  nChanged 297
		SP:Iteration 14Q (2383.370000 sec): 3 clusters
  Score: Raw -1078192.107151 + Penalty 2966.896846 = -1075225.210305
  nChanged 255
		SP:Iteration 15Q (2383.390000 sec): 3 clusters
  Score: Raw -1078287.451201 + Penalty 2966.896846 = -1075320.554355
  nChanged 187
		SP:Iteration 16Q (2383.410000 sec): 3 clusters
  Score: Raw -1078344.243063 + Penalty 2966.896846 = -1075377.346216
  nChanged 149
		SP:Iteration 17Q (2383.430000 sec): 3 clusters
  Score: Raw -1078386.960180 + Penalty 2966.896846 = -1075420.063333
  nChanged 126
		SP:Iteration 18Q (2383.450000 sec): 3 clusters
  Score: Raw -1078420.190134 + Penalty 2966.896846 = -1075453.293288
  nChanged 112
		SP:Iteration 19Q (2383.480000 sec): 3 clusters
  Score: Raw -1078448.116663 + Penalty 2966.896846 = -1075481.219817
  nChanged 93
		SP:Iteration 20F (2383.500000 sec): 3 clusters
  Score: Raw -1078472.749255 + Penalty 2966.896846 = -1075505.852409
  nChanged 92
		SP:Iteration 21Q (2383.520000 sec): 3 clusters
  Score: Raw -1078498.375854 + Penalty 2966.896846 = -1075531.479008
  nChanged 82
		SP:Iteration 22Q (2383.540000 sec): 3 clusters
  Score: Raw -1078519.041487 + Penalty 2966.896846 = -1075552.144641
  nChanged 63
		SP:Iteration 23Q (2383.560000 sec): 3 clusters
  Score: Raw -1078534.502697 + Penalty 2966.896846 = -1075567.605851
  nChanged 59
		SP:Iteration 24Q (2383.580000 sec): 3 clusters
  Score: Raw -1078548.886580 + Penalty 2966.896846 = -1075581.989734
  nChanged 54
		SP:Iteration 25Q (2383.600000 sec): 3 clusters
  Score: Raw -1078561.621263 + Penalty 2966.896846 = -1075594.724417
  nChanged 46
		SP:Iteration 26Q (2383.630000 sec): 3 clusters
  Score: Raw -1078569.426116 + Penalty 2966.896846 = -1075602.529270
  nChanged 30
		SP:Iteration 27Q (2383.650000 sec): 3 clusters
  Score: Raw -1078574.290515 + Penalty 2966.896846 = -1075607.393669
  nChanged 24
		SP:Iteration 28Q (2383.670000 sec): 3 clusters
  Score: Raw -1078578.728057 + Penalty 2966.896846 = -1075611.831211
  nChanged 22
		SP:Iteration 29Q (2383.690000 sec): 3 clusters
  Score: Raw -1078583.745887 + Penalty 2966.896846 = -1075616.849041
  nChanged 29
		SP:Iteration 30Q (2383.710000 sec): 3 clusters
  Score: Raw -1078590.291641 + Penalty 2966.896846 = -1075623.394794
  nChanged 33
		SP:Iteration 31Q (2383.730000 sec): 3 clusters
  Score: Raw -1078596.869259 + Penalty 2966.896846 = -1075629.972413
  nChanged 32
		SP:Iteration 32Q (2383.750000 sec): 3 clusters
  Score: Raw -1078602.894432 + Penalty 2966.896846 = -1075635.997585
  nChanged 26
		SP:Iteration 33Q (2383.770000 sec): 3 clusters
  Score: Raw -1078607.026791 + Penalty 2966.896846 = -1075640.129945
  nChanged 21
		SP:Iteration 34Q (2383.790000 sec): 3 clusters
  Score: Raw -1078610.521953 + Penalty 2966.896846 = -1075643.625107
  nChanged 25
		SP:Iteration 35Q (2383.810000 sec): 3 clusters
  Score: Raw -1078615.906258 + Penalty 2966.896846 = -1075649.009411
  nChanged 35
		SP:Iteration 36Q (2383.830000 sec): 3 clusters
  Score: Raw -1078623.538753 + Penalty 2966.896846 = -1075656.641907
  nChanged 40
		SP:Iteration 37Q (2383.850000 sec): 3 clusters
  Score: Raw -1078631.044686 + Penalty 2966.896846 = -1075664.147840
  nChanged 33
		SP:Iteration 38Q (2383.880000 sec): 3 clusters
  Score: Raw -1078638.843163 + Penalty 2966.896846 = -1075671.946316
  nChanged 40
		SP:Iteration 39Q (2383.900000 sec): 3 clusters
  Score: Raw -1078647.835967 + Penalty 2966.896846 = -1075680.939121
  nChanged 37
		SP:Iteration 40F (2383.910000 sec): 3 clusters
  Score: Raw -1078655.909919 + Penalty 2966.896846 = -1075689.013073
  nChanged 34
		SP:Iteration 41Q (2383.940000 sec): 3 clusters
  Score: Raw -1078664.328234 + Penalty 2966.896846 = -1075697.431387
  nChanged 39
		SP:Iteration 42Q (2383.960000 sec): 3 clusters
  Score: Raw -1078673.096339 + Penalty 2966.896846 = -1075706.199493
  nChanged 33
		SP:Iteration 43Q (2383.980000 sec): 3 clusters
  Score: Raw -1078680.181114 + Penalty 2966.896846 = -1075713.284268
  nChanged 28
		SP:Iteration 44Q (2384.000000 sec): 3 clusters
  Score: Raw -1078685.885980 + Penalty 2966.896846 = -1075718.989133
  nChanged 22
		SP:Iteration 45Q (2384.020000 sec): 3 clusters
  Score: Raw -1078691.261080 + Penalty 2966.896846 = -1075724.364234
  nChanged 27
		SP:Iteration 46Q (2384.040000 sec): 3 clusters
  Score: Raw -1078697.616222 + Penalty 2966.896846 = -1075730.719376
  nChanged 26
		SP:Iteration 47Q (2384.060000 sec): 3 clusters
  Score: Raw -1078702.593560 + Penalty 2966.896846 = -1075735.696713
  nChanged 22
		SP:Iteration 48Q (2384.080000 sec): 3 clusters
  Score: Raw -1078706.489708 + Penalty 2966.896846 = -1075739.592862
  nChanged 20
		SP:Iteration 49Q (2384.100000 sec): 3 clusters
  Score: Raw -1078710.861507 + Penalty 2966.896846 = -1075743.964661
  nChanged 26
		SP:Iteration 50Q (2384.120000 sec): 3 clusters
  Score: Raw -1078716.555926 + Penalty 2966.896846 = -1075749.659080
  nChanged 29
		SP:Iteration 51Q (2384.140000 sec): 3 clusters
  Score: Raw -1078722.191075 + Penalty 2966.896846 = -1075755.294228
  nChanged 32
		SP:Iteration 52Q (2384.160000 sec): 3 clusters
  Score: Raw -1078731.774836 + Penalty 2966.896846 = -1075764.877990
  nChanged 33
		SP:Iteration 53Q (2384.180000 sec): 3 clusters
  Score: Raw -1078739.936824 + Penalty 2966.896846 = -1075773.039978
  nChanged 34
		SP:Iteration 54Q (2384.200000 sec): 3 clusters
  Score: Raw -1078748.098434 + Penalty 2966.896846 = -1075781.201588
  nChanged 34
		SP:Iteration 55Q (2384.220000 sec): 3 clusters
  Score: Raw -1078757.267590 + Penalty 2966.896846 = -1075790.370743
  nChanged 30
		SP:Iteration 56Q (2384.240000 sec): 3 clusters
  Score: Raw -1078765.525846 + Penalty 2966.896846 = -1075798.628999
  nChanged 30
		SP:Iteration 57Q (2384.260000 sec): 3 clusters
  Score: Raw -1078774.413676 + Penalty 2966.896846 = -1075807.516829
  nChanged 27
		SP:Iteration 58Q (2384.280000 sec): 3 clusters
  Score: Raw -1078781.541930 + Penalty 2966.896846 = -1075814.645084
  nChanged 25
		SP:Iteration 59Q (2384.300000 sec): 3 clusters
  Score: Raw -1078787.301236 + Penalty 2966.896846 = -1075820.404389
  nChanged 26
		SP:Iteration 60F (2384.330000 sec): 3 clusters
  Score: Raw -1078793.252482 + Penalty 2966.896846 = -1075826.355636
  nChanged 33
		SP:Iteration 61Q (2384.350000 sec): 3 clusters
  Score: Raw -1078802.856453 + Penalty 2966.896846 = -1075835.959607
  nChanged 41
		SP:Iteration 62Q (2384.370000 sec): 3 clusters
  Score: Raw -1078814.906445 + Penalty 2966.896846 = -1075848.009599
  nChanged 36
		SP:Iteration 63Q (2384.390000 sec): 3 clusters
  Score: Raw -1078824.855077 + Penalty 2966.896846 = -1075857.958231
  nChanged 31
		SP:Iteration 64Q (2384.410000 sec): 3 clusters
  Score: Raw -1078832.930772 + Penalty 2966.896846 = -1075866.033925
  nChanged 21
		SP:Iteration 65Q (2384.430000 sec): 3 clusters
  Score: Raw -1078837.293343 + Penalty 2966.896846 = -1075870.396496
  nChanged 13
		SP:Iteration 66Q (2384.450000 sec): 3 clusters
  Score: Raw -1078840.301348 + Penalty 2966.896846 = -1075873.404502
  nChanged 13
		SP:Iteration 67Q (2384.470000 sec): 3 clusters
  Score: Raw -1078843.060532 + Penalty 2966.896846 = -1075876.163686
  nChanged 10
		SP:Iteration 68Q (2384.490000 sec): 3 clusters
  Score: Raw -1078845.112007 + Penalty 2966.896846 = -1075878.215161
  nChanged 10
		SP:Iteration 69Q (2384.510000 sec): 3 clusters
  Score: Raw -1078846.862598 + Penalty 2966.896846 = -1075879.965752
  nChanged 7
		SP:Iteration 70Q (2384.520000 sec): 3 clusters
  Score: Raw -1078848.472816 + Penalty 2966.896846 = -1075881.575969
  nChanged 8
		SP:Iteration 71Q (2384.540000 sec): 3 clusters
  Score: Raw -1078850.357836 + Penalty 2966.896846 = -1075883.460990
  nChanged 10
		SP:Iteration 72Q (2384.560000 sec): 3 clusters
  Score: Raw -1078852.374671 + Penalty 2966.896846 = -1075885.477824
  nChanged 11
		SP:Iteration 73Q (2384.580000 sec): 3 clusters
  Score: Raw -1078855.018470 + Penalty 2966.896846 = -1075888.121623
  nChanged 10
		SP:Iteration 74Q (2384.600000 sec): 3 clusters
  Score: Raw -1078857.898356 + Penalty 2966.896846 = -1075891.001510
  nChanged 15
		SP:Iteration 75Q (2384.620000 sec): 3 clusters
  Score: Raw -1078861.694616 + Penalty 2966.896846 = -1075894.797770
  nChanged 15
		SP:Iteration 76Q (2384.640000 sec): 3 clusters
  Score: Raw -1078864.869487 + Penalty 2966.896846 = -1075897.972641
  nChanged 12
		SP:Iteration 77Q (2384.660000 sec): 3 clusters
  Score: Raw -1078867.030053 + Penalty 2966.896846 = -1075900.133207
  nChanged 12
		SP:Iteration 78Q (2384.680000 sec): 3 clusters
  Score: Raw -1078869.324785 + Penalty 2966.896846 = -1075902.427939
  nChanged 7
		SP:Iteration 79Q (2384.700000 sec): 3 clusters
  Score: Raw -1078871.824999 + Penalty 2966.896846 = -1075904.928153
  nChanged 15
		SP:Iteration 80F (2384.720000 sec): 3 clusters
  Score: Raw -1078875.921798 + Penalty 2966.896846 = -1075909.024952
  nChanged 17
		SP:Iteration 81Q (2384.740000 sec): 3 clusters
  Score: Raw -1078880.267020 + Penalty 2966.896846 = -1075913.370173
  nChanged 21
		SP:Iteration 82Q (2384.760000 sec): 3 clusters
  Score: Raw -1078885.971144 + Penalty 2966.896846 = -1075919.074298
  nChanged 18
		SP:Iteration 83Q (2384.780000 sec): 3 clusters
  Score: Raw -1078890.613025 + Penalty 2966.896846 = -1075923.716179
  nChanged 16
		SP:Iteration 84Q (2384.800000 sec): 3 clusters
  Score: Raw -1078895.490765 + Penalty 2966.896846 = -1075928.593919
  nChanged 14
		SP:Iteration 85Q (2384.820000 sec): 3 clusters
  Score: Raw -1078898.964175 + Penalty 2966.896846 = -1075932.067329
  nChanged 7
		SP:Iteration 86Q (2384.840000 sec): 3 clusters
  Score: Raw -1078900.744960 + Penalty 2966.896846 = -1075933.848114
  nChanged 7
		SP:Iteration 87Q (2384.860000 sec): 3 clusters
  Score: Raw -1078902.820061 + Penalty 2966.896846 = -1075935.923214
  nChanged 10
		SP:Iteration 88Q (2384.880000 sec): 3 clusters
  Score: Raw -1078905.047034 + Penalty 2966.896846 = -1075938.150188
  nChanged 10
		SP:Iteration 89Q (2384.890000 sec): 3 clusters
  Score: Raw -1078907.064990 + Penalty 2966.896846 = -1075940.168144
  nChanged 5
		SP:Iteration 90Q (2384.910000 sec): 3 clusters
  Score: Raw -1078908.033896 + Penalty 2966.896846 = -1075941.137049
  nChanged 6
		SP:Iteration 91Q (2384.930000 sec): 3 clusters
  Score: Raw -1078909.096517 + Penalty 2966.896846 = -1075942.199671
  nChanged 4
		SP:Iteration 92Q (2384.950000 sec): 3 clusters
  Score: Raw -1078910.168794 + Penalty 2966.896846 = -1075943.271947
  nChanged 6
		SP:Iteration 93Q (2384.970000 sec): 3 clusters
  Score: Raw -1078911.693324 + Penalty 2966.896846 = -1075944.796478
  nChanged 4
		SP:Iteration 94Q (2384.990000 sec): 3 clusters
  Score: Raw -1078912.579899 + Penalty 2966.896846 = -1075945.683053
  nChanged 8
		SP:Iteration 95Q (2385.010000 sec): 3 clusters
  Score: Raw -1078914.297202 + Penalty 2966.896846 = -1075947.400356
  nChanged 3
		SP:Iteration 96Q (2385.030000 sec): 3 clusters
  Score: Raw -1078915.455950 + Penalty 2966.896846 = -1075948.559104
  nChanged 6
		SP:Iteration 97Q (2385.050000 sec): 3 clusters
  Score: Raw -1078917.074535 + Penalty 2966.896846 = -1075950.177689
  nChanged 6
		SP:Iteration 98Q (2385.070000 sec): 3 clusters
  Score: Raw -1078918.742984 + Penalty 2966.896846 = -1075951.846137
  nChanged 11
		SP:Iteration 99Q (2385.090000 sec): 3 clusters
  Score: Raw -1078921.875658 + Penalty 2966.896846 = -1075954.978811
  nChanged 5
		SP:Iteration 100F (2385.110000 sec): 3 clusters
  Score: Raw -1078923.446717 + Penalty 2966.896846 = -1075956.549871
  nChanged 8
		SP:Iteration 101Q (2385.130000 sec): 3 clusters
  Score: Raw -1078925.383435 + Penalty 2966.896846 = -1075958.486589
  nChanged 6
		SP:Iteration 102Q (2385.150000 sec): 3 clusters
  Score: Raw -1078926.636348 + Penalty 2966.896846 = -1075959.739502
  nChanged 5
		SP:Iteration 103Q (2385.170000 sec): 3 clusters
  Score: Raw -1078928.330846 + Penalty 2966.896846 = -1075961.434000
  nChanged 4
		SP:Iteration 104Q (2385.190000 sec): 3 clusters
  Score: Raw -1078929.442583 + Penalty 2966.896846 = -1075962.545737
  nChanged 6
		SP:Iteration 105Q (2385.210000 sec): 3 clusters
  Score: Raw -1078930.881992 + Penalty 2966.896846 = -1075963.985146
  nChanged 7
		SP:Iteration 106Q (2385.230000 sec): 3 clusters
  Score: Raw -1078932.366463 + Penalty 2966.896846 = -1075965.469616
  nChanged 6
		SP:Iteration 107Q (2385.250000 sec): 3 clusters
  Score: Raw -1078933.884445 + Penalty 2966.896846 = -1075966.987598
  nChanged 5
		SP:Iteration 108Q (2385.270000 sec): 3 clusters
  Score: Raw -1078935.163940 + Penalty 2966.896846 = -1075968.267093
  nChanged 6
		SP:Iteration 109Q (2385.290000 sec): 3 clusters
  Score: Raw -1078936.811711 + Penalty 2966.896846 = -1075969.914865
  nChanged 3
		SP:Iteration 110Q (2385.310000 sec): 3 clusters
  Score: Raw -1078937.719866 + Penalty 2966.896846 = -1075970.823020
  nChanged 4
		SP:Iteration 111Q (2385.330000 sec): 3 clusters
  Score: Raw -1078938.836834 + Penalty 2966.896846 = -1075971.939987
  nChanged 4
		SP:Iteration 112Q (2385.340000 sec): 3 clusters
  Score: Raw -1078939.909640 + Penalty 2966.896846 = -1075973.012794
  nChanged 4
		SP:Iteration 113Q (2385.360000 sec): 3 clusters
  Score: Raw -1078940.806466 + Penalty 2966.896846 = -1075973.909620
  nChanged 1
		SP:Iteration 114Q (2385.380000 sec): 3 clusters
  Score: Raw -1078940.943970 + Penalty 2966.896846 = -1075974.047123
  nChanged 1
		SP:Iteration 115Q (2385.400000 sec): 3 clusters
  Score: Raw -1078941.318058 + Penalty 2966.896846 = -1075974.421211
  nChanged 1
		SP:Iteration 116Q (2385.420000 sec): 3 clusters
  Score: Raw -1078941.652424 + Penalty 2966.896846 = -1075974.755577
  nChanged 2
		SP:Iteration 117Q (2385.440000 sec): 3 clusters
  Score: Raw -1078942.464946 + Penalty 2966.896846 = -1075975.568099
  nChanged 3
		SP:Iteration 118Q (2385.460000 sec): 3 clusters
  Score: Raw -1078943.224699 + Penalty 2966.896846 = -1075976.327852
  nChanged 3
		SP:Iteration 119Q (2385.480000 sec): 3 clusters
  Score: Raw -1078944.140995 + Penalty 2966.896846 = -1075977.244149
  nChanged 5
		SP:Iteration 120F (2385.500000 sec): 3 clusters
  Score: Raw -1078944.970474 + Penalty 2966.896846 = -1075978.073627
  nChanged 3
		SP:Iteration 121Q (2385.520000 sec): 3 clusters
  Score: Raw -1078946.127866 + Penalty 2966.896846 = -1075979.231020
  nChanged 3
		SP:Iteration 122Q (2385.540000 sec): 3 clusters
  Score: Raw -1078946.728795 + Penalty 2966.896846 = -1075979.831949
  nChanged 0
		SP:Iteration 123F (2385.560000 sec): 3 clusters
  Score: Raw -1078946.728795 + Penalty 2966.896846 = -1075979.831949
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (8559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2385.590000 sec): 2 clusters
  Score: Raw -997099.380169 + Penalty 1471.395029 = -995627.985140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2385.610000 sec): 3 clusters
  Score: Raw -992304.076213 + Penalty 2942.790058 = -989361.286155
  nChanged 3691
		SP:Iteration 1F (2385.630000 sec): 3 clusters
  Score: Raw -994245.549402 + Penalty 2942.790058 = -991302.759344
  nChanged 492
		SP:Iteration 2F (2385.650000 sec): 3 clusters
  Score: Raw -994486.963959 + Penalty 2942.790058 = -991544.173901
  nChanged 465
		SP:Iteration 3F (2385.670000 sec): 3 clusters
  Score: Raw -994707.658383 + Penalty 2942.790058 = -991764.868325
  nChanged 420
		SP:Iteration 4Q (2385.690000 sec): 3 clusters
  Score: Raw -994928.386910 + Penalty 2942.790058 = -991985.596852
  nChanged 412
		SP:Iteration 5Q (2385.710000 sec): 3 clusters
  Score: Raw -995161.475371 + Penalty 2942.790058 = -992218.685313
  nChanged 432
		SP:Iteration 6F (2385.740000 sec): 3 clusters
  Score: Raw -995396.087728 + Penalty 2942.790058 = -992453.297670
  nChanged 425
		SP:Iteration 7Q (2385.760000 sec): 3 clusters
  Score: Raw -995638.019353 + Penalty 2942.790058 = -992695.229296
  nChanged 404
		SP:Iteration 8Q (2385.780000 sec): 3 clusters
  Score: Raw -995880.072154 + Penalty 2942.790058 = -992937.282096
  nChanged 397
		SP:Iteration 9Q (2385.800000 sec): 3 clusters
  Score: Raw -996123.336613 + Penalty 2942.790058 = -993180.546555
  nChanged 351
		SP:Iteration 10Q (2385.820000 sec): 3 clusters
  Score: Raw -996340.560873 + Penalty 2942.790058 = -993397.770815
  nChanged 323
		SP:Iteration 11Q (2385.840000 sec): 3 clusters
  Score: Raw -996556.289785 + Penalty 2942.790058 = -993613.499727
  nChanged 285
		SP:Iteration 12Q (2385.860000 sec): 3 clusters
  Score: Raw -996729.156083 + Penalty 2942.790058 = -993786.366025
  nChanged 248
		SP:Iteration 13Q (2385.890000 sec): 3 clusters
  Score: Raw -996896.131808 + Penalty 2942.790058 = -993953.341750
  nChanged 255
		SP:Iteration 14Q (2385.910000 sec): 3 clusters
  Score: Raw -997079.624291 + Penalty 2942.790058 = -994136.834233
  nChanged 210
		SP:Iteration 15Q (2385.930000 sec): 3 clusters
  Score: Raw -997216.625379 + Penalty 2942.790058 = -994273.835321
  nChanged 174
		SP:Iteration 16Q (2385.950000 sec): 3 clusters
  Score: Raw -997332.419417 + Penalty 2942.790058 = -994389.629359
  nChanged 144
		SP:Iteration 17Q (2385.970000 sec): 3 clusters
  Score: Raw -997422.628393 + Penalty 2942.790058 = -994479.838335
  nChanged 112
		SP:Iteration 18Q (2385.990000 sec): 3 clusters
  Score: Raw -997491.587191 + Penalty 2942.790058 = -994548.797133
  nChanged 95
		SP:Iteration 19Q (2386.000000 sec): 3 clusters
  Score: Raw -997543.185177 + Penalty 2942.790058 = -994600.395119
  nChanged 79
		SP:Iteration 20F (2386.030000 sec): 3 clusters
  Score: Raw -997577.694166 + Penalty 2942.790058 = -994634.904108
  nChanged 55
		SP:Iteration 21Q (2386.040000 sec): 3 clusters
  Score: Raw -997598.683871 + Penalty 2942.790058 = -994655.893813
  nChanged 50
		SP:Iteration 22Q (2386.060000 sec): 3 clusters
  Score: Raw -997615.262075 + Penalty 2942.790058 = -994672.472017
  nChanged 39
		SP:Iteration 23Q (2386.080000 sec): 3 clusters
  Score: Raw -997627.796353 + Penalty 2942.790058 = -994685.006295
  nChanged 39
		SP:Iteration 24Q (2386.100000 sec): 3 clusters
  Score: Raw -997640.828941 + Penalty 2942.790058 = -994698.038883
  nChanged 35
		SP:Iteration 25Q (2386.120000 sec): 3 clusters
  Score: Raw -997649.981263 + Penalty 2942.790058 = -994707.191205
  nChanged 31
		SP:Iteration 26Q (2386.140000 sec): 3 clusters
  Score: Raw -997658.442859 + Penalty 2942.790058 = -994715.652801
  nChanged 25
		SP:Iteration 27Q (2386.150000 sec): 3 clusters
  Score: Raw -997665.095943 + Penalty 2942.790058 = -994722.305885
  nChanged 20
		SP:Iteration 28Q (2386.170000 sec): 3 clusters
  Score: Raw -997670.917164 + Penalty 2942.790058 = -994728.127106
  nChanged 19
		SP:Iteration 29Q (2386.190000 sec): 3 clusters
  Score: Raw -997675.332799 + Penalty 2942.790058 = -994732.542741
  nChanged 19
		SP:Iteration 30Q (2386.210000 sec): 3 clusters
  Score: Raw -997680.349237 + Penalty 2942.790058 = -994737.559179
  nChanged 11
		SP:Iteration 31Q (2386.230000 sec): 3 clusters
  Score: Raw -997683.202647 + Penalty 2942.790058 = -994740.412589
  nChanged 12
		SP:Iteration 32Q (2386.250000 sec): 3 clusters
  Score: Raw -997685.575648 + Penalty 2942.790058 = -994742.785590
  nChanged 10
		SP:Iteration 33Q (2386.260000 sec): 3 clusters
  Score: Raw -997687.731800 + Penalty 2942.790058 = -994744.941742
  nChanged 9
		SP:Iteration 34Q (2386.280000 sec): 3 clusters
  Score: Raw -997689.471114 + Penalty 2942.790058 = -994746.681056
  nChanged 4
		SP:Iteration 35Q (2386.300000 sec): 3 clusters
  Score: Raw -997690.040931 + Penalty 2942.790058 = -994747.250873
  nChanged 3
		SP:Iteration 36Q (2386.320000 sec): 3 clusters
  Score: Raw -997690.632763 + Penalty 2942.790058 = -994747.842705
  nChanged 3
		SP:Iteration 37Q (2386.340000 sec): 3 clusters
  Score: Raw -997691.556291 + Penalty 2942.790058 = -994748.766233
  nChanged 6
		SP:Iteration 38Q (2386.350000 sec): 3 clusters
  Score: Raw -997692.797319 + Penalty 2942.790058 = -994750.007261
  nChanged 4
		SP:Iteration 39Q (2386.370000 sec): 3 clusters
  Score: Raw -997693.293946 + Penalty 2942.790058 = -994750.503888
  nChanged 1
		SP:Iteration 40F (2386.390000 sec): 3 clusters
  Score: Raw -997693.495843 + Penalty 2942.790058 = -994750.705786
  nChanged 1
		SP:Iteration 41Q (2386.410000 sec): 3 clusters
  Score: Raw -997693.642829 + Penalty 2942.790058 = -994750.852771
  nChanged 0
		SP:Iteration 42F (2386.430000 sec): 3 clusters
  Score: Raw -997693.642829 + Penalty 2942.790058 = -994750.852771
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (9651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2386.460000 sec): 2 clusters
  Score: Raw -1114377.084603 + Penalty 1490.907733 = -1112886.176870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2386.490000 sec): 3 clusters
  Score: Raw -1108896.977023 + Penalty 2981.815465 = -1105915.161557
  nChanged 4147
		SP:Iteration 1F (2386.510000 sec): 3 clusters
  Score: Raw -1111160.925656 + Penalty 2981.815465 = -1108179.110190
  nChanged 586
		SP:Iteration 2F (2386.540000 sec): 3 clusters
  Score: Raw -1111409.846841 + Penalty 2981.815465 = -1108428.031376
  nChanged 504
		SP:Iteration 3F (2386.560000 sec): 3 clusters
  Score: Raw -1111616.829898 + Penalty 2981.815465 = -1108635.014432
  nChanged 408
		SP:Iteration 4Q (2386.590000 sec): 3 clusters
  Score: Raw -1111774.349684 + Penalty 2981.815465 = -1108792.534219
  nChanged 365
		SP:Iteration 5Q (2386.610000 sec): 3 clusters
  Score: Raw -1111915.021149 + Penalty 2981.815465 = -1108933.205684
  nChanged 311
		SP:Iteration 6Q (2386.630000 sec): 3 clusters
  Score: Raw -1112025.550448 + Penalty 2981.815465 = -1109043.734983
  nChanged 309
		SP:Iteration 7Q (2386.660000 sec): 3 clusters
  Score: Raw -1112139.330523 + Penalty 2981.815465 = -1109157.515058
  nChanged 284
		SP:Iteration 8Q (2386.680000 sec): 3 clusters
  Score: Raw -1112257.900174 + Penalty 2981.815465 = -1109276.084709
  nChanged 316
		SP:Iteration 9Q (2386.710000 sec): 3 clusters
  Score: Raw -1112410.925345 + Penalty 2981.815465 = -1109429.109880
  nChanged 331
		SP:Iteration 10Q (2386.730000 sec): 3 clusters
  Score: Raw -1112587.340546 + Penalty 2981.815465 = -1109605.525080
  nChanged 350
		SP:Iteration 11Q (2386.750000 sec): 3 clusters
  Score: Raw -1112817.044356 + Penalty 2981.815465 = -1109835.228891
  nChanged 401
		SP:Iteration 12Q (2386.780000 sec): 3 clusters
  Score: Raw -1113074.476836 + Penalty 2981.815465 = -1110092.661371
  nChanged 355
		SP:Iteration 13Q (2386.810000 sec): 3 clusters
  Score: Raw -1113294.712058 + Penalty 2981.815465 = -1110312.896593
  nChanged 328
		SP:Iteration 14Q (2386.830000 sec): 3 clusters
  Score: Raw -1113474.916768 + Penalty 2981.815465 = -1110493.101303
  nChanged 269
		SP:Iteration 15Q (2386.850000 sec): 3 clusters
  Score: Raw -1113583.127097 + Penalty 2981.815465 = -1110601.311632
  nChanged 194
		SP:Iteration 16Q (2386.880000 sec): 3 clusters
  Score: Raw -1113647.434286 + Penalty 2981.815465 = -1110665.618821
  nChanged 143
		SP:Iteration 17Q (2386.900000 sec): 3 clusters
  Score: Raw -1113696.727870 + Penalty 2981.815465 = -1110714.912405
  nChanged 112
		SP:Iteration 18Q (2386.930000 sec): 3 clusters
  Score: Raw -1113730.842122 + Penalty 2981.815465 = -1110749.026657
  nChanged 99
		SP:Iteration 19Q (2386.950000 sec): 3 clusters
  Score: Raw -1113758.512365 + Penalty 2981.815465 = -1110776.696900
  nChanged 99
		SP:Iteration 20F (2386.970000 sec): 3 clusters
  Score: Raw -1113786.432527 + Penalty 2981.815465 = -1110804.617062
  nChanged 70
		SP:Iteration 21Q (2387.000000 sec): 3 clusters
  Score: Raw -1113807.133867 + Penalty 2981.815465 = -1110825.318401
  nChanged 82
		SP:Iteration 22Q (2387.020000 sec): 3 clusters
  Score: Raw -1113828.619527 + Penalty 2981.815465 = -1110846.804062
  nChanged 78
		SP:Iteration 23Q (2387.050000 sec): 3 clusters
  Score: Raw -1113849.680426 + Penalty 2981.815465 = -1110867.864961
  nChanged 62
		SP:Iteration 24Q (2387.070000 sec): 3 clusters
  Score: Raw -1113862.034580 + Penalty 2981.815465 = -1110880.219115
  nChanged 57
		SP:Iteration 25Q (2387.090000 sec): 3 clusters
  Score: Raw -1113874.129790 + Penalty 2981.815465 = -1110892.314325
  nChanged 59
		SP:Iteration 26Q (2387.120000 sec): 3 clusters
  Score: Raw -1113885.903277 + Penalty 2981.815465 = -1110904.087812
  nChanged 53
		SP:Iteration 27Q (2387.140000 sec): 3 clusters
  Score: Raw -1113896.986163 + Penalty 2981.815465 = -1110915.170698
  nChanged 54
		SP:Iteration 28Q (2387.170000 sec): 3 clusters
  Score: Raw -1113908.405731 + Penalty 2981.815465 = -1110926.590266
  nChanged 53
		SP:Iteration 29Q (2387.190000 sec): 3 clusters
  Score: Raw -1113918.690025 + Penalty 2981.815465 = -1110936.874560
  nChanged 47
		SP:Iteration 30Q (2387.210000 sec): 3 clusters
  Score: Raw -1113927.625839 + Penalty 2981.815465 = -1110945.810374
  nChanged 42
		SP:Iteration 31Q (2387.240000 sec): 3 clusters
  Score: Raw -1113934.303170 + Penalty 2981.815465 = -1110952.487705
  nChanged 34
		SP:Iteration 32Q (2387.260000 sec): 3 clusters
  Score: Raw -1113939.156399 + Penalty 2981.815465 = -1110957.340933
  nChanged 35
		SP:Iteration 33Q (2387.290000 sec): 3 clusters
  Score: Raw -1113945.314335 + Penalty 2981.815465 = -1110963.498869
  nChanged 36
		SP:Iteration 34Q (2387.310000 sec): 3 clusters
  Score: Raw -1113951.454286 + Penalty 2981.815465 = -1110969.638821
  nChanged 25
		SP:Iteration 35Q (2387.330000 sec): 3 clusters
  Score: Raw -1113955.556404 + Penalty 2981.815465 = -1110973.740939
  nChanged 25
		SP:Iteration 36Q (2387.350000 sec): 3 clusters
  Score: Raw -1113958.117600 + Penalty 2981.815465 = -1110976.302135
  nChanged 25
		SP:Iteration 37Q (2387.370000 sec): 3 clusters
  Score: Raw -1113961.150366 + Penalty 2981.815465 = -1110979.334901
  nChanged 19
		SP:Iteration 38Q (2387.400000 sec): 3 clusters
  Score: Raw -1113964.595556 + Penalty 2981.815465 = -1110982.780090
  nChanged 23
		SP:Iteration 39Q (2387.420000 sec): 3 clusters
  Score: Raw -1113968.659503 + Penalty 2981.815465 = -1110986.844038
  nChanged 29
		SP:Iteration 40F (2387.450000 sec): 3 clusters
  Score: Raw -1113973.819892 + Penalty 2981.815465 = -1110992.004427
  nChanged 33
		SP:Iteration 41Q (2387.470000 sec): 3 clusters
  Score: Raw -1113978.987228 + Penalty 2981.815465 = -1110997.171763
  nChanged 30
		SP:Iteration 42Q (2387.490000 sec): 3 clusters
  Score: Raw -1113984.286334 + Penalty 2981.815465 = -1111002.470869
  nChanged 33
		SP:Iteration 43Q (2387.510000 sec): 3 clusters
  Score: Raw -1113991.698366 + Penalty 2981.815465 = -1111009.882901
  nChanged 34
		SP:Iteration 44Q (2387.530000 sec): 3 clusters
  Score: Raw -1113999.378604 + Penalty 2981.815465 = -1111017.563139
  nChanged 36
		SP:Iteration 45Q (2387.560000 sec): 3 clusters
  Score: Raw -1114005.867748 + Penalty 2981.815465 = -1111024.052283
  nChanged 34
		SP:Iteration 46Q (2387.580000 sec): 3 clusters
  Score: Raw -1114012.704829 + Penalty 2981.815465 = -1111030.889364
  nChanged 36
		SP:Iteration 47Q (2387.600000 sec): 3 clusters
  Score: Raw -1114019.585778 + Penalty 2981.815465 = -1111037.770313
  nChanged 32
		SP:Iteration 48Q (2387.630000 sec): 3 clusters
  Score: Raw -1114024.391255 + Penalty 2981.815465 = -1111042.575790
  nChanged 27
		SP:Iteration 49Q (2387.650000 sec): 3 clusters
  Score: Raw -1114028.672750 + Penalty 2981.815465 = -1111046.857285
  nChanged 25
		SP:Iteration 50Q (2387.670000 sec): 3 clusters
  Score: Raw -1114032.697892 + Penalty 2981.815465 = -1111050.882427
  nChanged 25
		SP:Iteration 51Q (2387.690000 sec): 3 clusters
  Score: Raw -1114037.021483 + Penalty 2981.815465 = -1111055.206018
  nChanged 33
		SP:Iteration 52Q (2387.710000 sec): 3 clusters
  Score: Raw -1114046.914082 + Penalty 2981.815465 = -1111065.098616
  nChanged 52
		SP:Iteration 53Q (2387.740000 sec): 3 clusters
  Score: Raw -1114062.137503 + Penalty 2981.815465 = -1111080.322038
  nChanged 53
		SP:Iteration 54Q (2387.760000 sec): 3 clusters
  Score: Raw -1114076.320091 + Penalty 2981.815465 = -1111094.504625
  nChanged 51
		SP:Iteration 55Q (2387.780000 sec): 3 clusters
  Score: Raw -1114089.942604 + Penalty 2981.815465 = -1111108.127139
  nChanged 52
		SP:Iteration 56Q (2387.810000 sec): 3 clusters
  Score: Raw -1114105.356912 + Penalty 2981.815465 = -1111123.541447
  nChanged 62
		SP:Iteration 57Q (2387.830000 sec): 3 clusters
  Score: Raw -1114123.661297 + Penalty 2981.815465 = -1111141.845832
  nChanged 64
		SP:Iteration 58Q (2387.850000 sec): 3 clusters
  Score: Raw -1114139.726517 + Penalty 2981.815465 = -1111157.911052
  nChanged 52
		SP:Iteration 59Q (2387.870000 sec): 3 clusters
  Score: Raw -1114154.779867 + Penalty 2981.815465 = -1111172.964402
  nChanged 47
		SP:Iteration 60F (2387.890000 sec): 3 clusters
  Score: Raw -1114168.983381 + Penalty 2981.815465 = -1111187.167916
  nChanged 51
		SP:Iteration 61Q (2387.920000 sec): 3 clusters
  Score: Raw -1114182.922621 + Penalty 2981.815465 = -1111201.107156
  nChanged 48
		SP:Iteration 62Q (2387.940000 sec): 3 clusters
  Score: Raw -1114194.173053 + Penalty 2981.815465 = -1111212.357587
  nChanged 35
		SP:Iteration 63Q (2387.960000 sec): 3 clusters
  Score: Raw -1114200.947885 + Penalty 2981.815465 = -1111219.132420
  nChanged 34
		SP:Iteration 64Q (2387.980000 sec): 3 clusters
  Score: Raw -1114209.358316 + Penalty 2981.815465 = -1111227.542851
  nChanged 37
		SP:Iteration 65Q (2388.000000 sec): 3 clusters
  Score: Raw -1114222.611619 + Penalty 2981.815465 = -1111240.796154
  nChanged 43
		SP:Iteration 66Q (2388.030000 sec): 3 clusters
  Score: Raw -1114236.542072 + Penalty 2981.815465 = -1111254.726607
  nChanged 43
		SP:Iteration 67Q (2388.050000 sec): 3 clusters
  Score: Raw -1114250.171848 + Penalty 2981.815465 = -1111268.356383
  nChanged 41
		SP:Iteration 68Q (2388.070000 sec): 3 clusters
  Score: Raw -1114261.956550 + Penalty 2981.815465 = -1111280.141085
  nChanged 28
		SP:Iteration 69Q (2388.090000 sec): 3 clusters
  Score: Raw -1114270.751106 + Penalty 2981.815465 = -1111288.935641
  nChanged 37
		SP:Iteration 70Q (2388.110000 sec): 3 clusters
  Score: Raw -1114280.021844 + Penalty 2981.815465 = -1111298.206379
  nChanged 29
		SP:Iteration 71Q (2388.130000 sec): 3 clusters
  Score: Raw -1114286.420453 + Penalty 2981.815465 = -1111304.604987
  nChanged 33
		SP:Iteration 72Q (2388.150000 sec): 3 clusters
  Score: Raw -1114294.403323 + Penalty 2981.815465 = -1111312.587858
  nChanged 29
		SP:Iteration 73Q (2388.170000 sec): 3 clusters
  Score: Raw -1114301.607212 + Penalty 2981.815465 = -1111319.791747
  nChanged 32
		SP:Iteration 74Q (2388.190000 sec): 3 clusters
  Score: Raw -1114310.971066 + Penalty 2981.815465 = -1111329.155600
  nChanged 40
		SP:Iteration 75Q (2388.220000 sec): 3 clusters
  Score: Raw -1114323.023140 + Penalty 2981.815465 = -1111341.207675
  nChanged 38
		SP:Iteration 76Q (2388.240000 sec): 3 clusters
  Score: Raw -1114333.920585 + Penalty 2981.815465 = -1111352.105120
  nChanged 39
		SP:Iteration 77Q (2388.260000 sec): 3 clusters
  Score: Raw -1114345.023945 + Penalty 2981.815465 = -1111363.208479
  nChanged 34
		SP:Iteration 78Q (2388.280000 sec): 3 clusters
  Score: Raw -1114352.598541 + Penalty 2981.815465 = -1111370.783076
  nChanged 24
		SP:Iteration 79Q (2388.300000 sec): 3 clusters
  Score: Raw -1114358.240693 + Penalty 2981.815465 = -1111376.425227
  nChanged 22
		SP:Iteration 80F (2388.320000 sec): 3 clusters
  Score: Raw -1114364.845515 + Penalty 2981.815465 = -1111383.030050
  nChanged 25
		SP:Iteration 81Q (2388.350000 sec): 3 clusters
  Score: Raw -1114373.106226 + Penalty 2981.815465 = -1111391.290761
  nChanged 35
		SP:Iteration 82Q (2388.370000 sec): 3 clusters
  Score: Raw -1114382.687926 + Penalty 2981.815465 = -1111400.872461
  nChanged 24
		SP:Iteration 83Q (2388.390000 sec): 3 clusters
  Score: Raw -1114389.255624 + Penalty 2981.815465 = -1111407.440159
  nChanged 26
		SP:Iteration 84Q (2388.410000 sec): 3 clusters
  Score: Raw -1114396.823897 + Penalty 2981.815465 = -1111415.008432
  nChanged 27
		SP:Iteration 85Q (2388.430000 sec): 3 clusters
  Score: Raw -1114403.833718 + Penalty 2981.815465 = -1111422.018253
  nChanged 22
		SP:Iteration 86Q (2388.450000 sec): 3 clusters
  Score: Raw -1114408.799544 + Penalty 2981.815465 = -1111426.984079
  nChanged 25
		SP:Iteration 87Q (2388.470000 sec): 3 clusters
  Score: Raw -1114415.772832 + Penalty 2981.815465 = -1111433.957367
  nChanged 23
		SP:Iteration 88Q (2388.490000 sec): 3 clusters
  Score: Raw -1114423.123115 + Penalty 2981.815465 = -1111441.307650
  nChanged 31
		SP:Iteration 89Q (2388.510000 sec): 3 clusters
  Score: Raw -1114434.153216 + Penalty 2981.815465 = -1111452.337751
  nChanged 30
		SP:Iteration 90Q (2388.530000 sec): 3 clusters
  Score: Raw -1114443.975035 + Penalty 2981.815465 = -1111462.159570
  nChanged 28
		SP:Iteration 91Q (2388.550000 sec): 3 clusters
  Score: Raw -1114454.506153 + Penalty 2981.815465 = -1111472.690688
  nChanged 34
		SP:Iteration 92Q (2388.570000 sec): 3 clusters
  Score: Raw -1114467.142154 + Penalty 2981.815465 = -1111485.326689
  nChanged 43
		SP:Iteration 93Q (2388.590000 sec): 3 clusters
  Score: Raw -1114481.252419 + Penalty 2981.815465 = -1111499.436954
  nChanged 40
		SP:Iteration 94Q (2388.610000 sec): 3 clusters
  Score: Raw -1114494.477747 + Penalty 2981.815465 = -1111512.662282
  nChanged 31
		SP:Iteration 95Q (2388.630000 sec): 3 clusters
  Score: Raw -1114503.160592 + Penalty 2981.815465 = -1111521.345127
  nChanged 22
		SP:Iteration 96Q (2388.650000 sec): 3 clusters
  Score: Raw -1114508.664081 + Penalty 2981.815465 = -1111526.848616
  nChanged 13
		SP:Iteration 97Q (2388.670000 sec): 3 clusters
  Score: Raw -1114512.319764 + Penalty 2981.815465 = -1111530.504299
  nChanged 15
		SP:Iteration 98Q (2388.690000 sec): 3 clusters
  Score: Raw -1114516.192506 + Penalty 2981.815465 = -1111534.377041
  nChanged 13
		SP:Iteration 99Q (2388.710000 sec): 3 clusters
  Score: Raw -1114519.930064 + Penalty 2981.815465 = -1111538.114599
  nChanged 16
		SP:Iteration 100F (2388.730000 sec): 3 clusters
  Score: Raw -1114524.099905 + Penalty 2981.815465 = -1111542.284440
  nChanged 19
		SP:Iteration 101Q (2388.750000 sec): 3 clusters
  Score: Raw -1114529.867539 + Penalty 2981.815465 = -1111548.052074
  nChanged 14
		SP:Iteration 102Q (2388.770000 sec): 3 clusters
  Score: Raw -1114534.160526 + Penalty 2981.815465 = -1111552.345060
  nChanged 15
		SP:Iteration 103Q (2388.790000 sec): 3 clusters
  Score: Raw -1114538.373073 + Penalty 2981.815465 = -1111556.557608
  nChanged 22
		SP:Iteration 104Q (2388.810000 sec): 3 clusters
  Score: Raw -1114543.842947 + Penalty 2981.815465 = -1111562.027482
  nChanged 15
		SP:Iteration 105Q (2388.830000 sec): 3 clusters
  Score: Raw -1114549.109271 + Penalty 2981.815465 = -1111567.293806
  nChanged 8
		SP:Iteration 106Q (2388.850000 sec): 3 clusters
  Score: Raw -1114551.691338 + Penalty 2981.815465 = -1111569.875873
  nChanged 9
		SP:Iteration 107Q (2388.870000 sec): 3 clusters
  Score: Raw -1114553.783368 + Penalty 2981.815465 = -1111571.967902
  nChanged 7
		SP:Iteration 108Q (2388.890000 sec): 3 clusters
  Score: Raw -1114555.652043 + Penalty 2981.815465 = -1111573.836577
  nChanged 8
		SP:Iteration 109Q (2388.910000 sec): 3 clusters
  Score: Raw -1114557.623462 + Penalty 2981.815465 = -1111575.807997
  nChanged 1
		SP:Iteration 110Q (2388.930000 sec): 3 clusters
  Score: Raw -1114557.920870 + Penalty 2981.815465 = -1111576.105405
  nChanged 2
		SP:Iteration 111Q (2388.950000 sec): 3 clusters
  Score: Raw -1114558.578361 + Penalty 2981.815465 = -1111576.762896
  nChanged 4
		SP:Iteration 112Q (2388.970000 sec): 3 clusters
  Score: Raw -1114560.076307 + Penalty 2981.815465 = -1111578.260841
  nChanged 4
		SP:Iteration 113Q (2388.990000 sec): 3 clusters
  Score: Raw -1114561.045748 + Penalty 2981.815465 = -1111579.230283
  nChanged 2
		SP:Iteration 114Q (2389.010000 sec): 3 clusters
  Score: Raw -1114561.364590 + Penalty 2981.815465 = -1111579.549125
  nChanged 3
		SP:Iteration 115Q (2389.030000 sec): 3 clusters
  Score: Raw -1114561.732414 + Penalty 2981.815465 = -1111579.916949
  nChanged 2
		SP:Iteration 116Q (2389.050000 sec): 3 clusters
  Score: Raw -1114562.094929 + Penalty 2981.815465 = -1111580.279464
  nChanged 2
		SP:Iteration 117Q (2389.070000 sec): 3 clusters
  Score: Raw -1114562.304659 + Penalty 2981.815465 = -1111580.489194
  nChanged 1
		SP:Iteration 118Q (2389.090000 sec): 3 clusters
  Score: Raw -1114562.478118 + Penalty 2981.815465 = -1111580.662653
  nChanged 0
		SP:Iteration 119F (2389.110000 sec): 3 clusters
  Score: Raw -1114562.478118 + Penalty 2981.815465 = -1111580.662653
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (3745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2389.130000 sec): 2 clusters
  Score: Raw -423208.395813 + Penalty 1337.078746 = -421871.317068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2389.140000 sec): 3 clusters
  Score: Raw -421422.897395 + Penalty 2674.157491 = -418748.739904
  nChanged 1439
		SP:Iteration 1F (2389.150000 sec): 3 clusters
  Score: Raw -422377.536514 + Penalty 2674.157491 = -419703.379023
  nChanged 330
		SP:Iteration 2F (2389.160000 sec): 3 clusters
  Score: Raw -422634.030921 + Penalty 2674.157491 = -419959.873430
  nChanged 258
		SP:Iteration 3F (2389.170000 sec): 3 clusters
  Score: Raw -422851.237355 + Penalty 2674.157491 = -420177.079864
  nChanged 239
		SP:Iteration 4F (2389.180000 sec): 3 clusters
  Score: Raw -423051.717505 + Penalty 2674.157491 = -420377.560014
  nChanged 183
		SP:Iteration 5Q (2389.190000 sec): 3 clusters
  Score: Raw -423174.481581 + Penalty 2674.157491 = -420500.324089
  nChanged 138
		SP:Iteration 6Q (2389.190000 sec): 3 clusters
  Score: Raw -423257.820295 + Penalty 2674.157491 = -420583.662804
  nChanged 100
		SP:Iteration 7Q (2389.210000 sec): 3 clusters
  Score: Raw -423308.748200 + Penalty 2674.157491 = -420634.590709
  nChanged 82
		SP:Iteration 8Q (2389.210000 sec): 3 clusters
  Score: Raw -423351.837642 + Penalty 2674.157491 = -420677.680150
  nChanged 67
		SP:Iteration 9Q (2389.220000 sec): 3 clusters
  Score: Raw -423378.990212 + Penalty 2674.157491 = -420704.832721
  nChanged 50
		SP:Iteration 10Q (2389.230000 sec): 3 clusters
  Score: Raw -423401.068958 + Penalty 2674.157491 = -420726.911467
  nChanged 41
		SP:Iteration 11Q (2389.240000 sec): 3 clusters
  Score: Raw -423417.881568 + Penalty 2674.157491 = -420743.724077
  nChanged 31
		SP:Iteration 12Q (2389.250000 sec): 3 clusters
  Score: Raw -423431.227484 + Penalty 2674.157491 = -420757.069993
  nChanged 32
		SP:Iteration 13Q (2389.250000 sec): 3 clusters
  Score: Raw -423440.759096 + Penalty 2674.157491 = -420766.601605
  nChanged 21
		SP:Iteration 14Q (2389.270000 sec): 3 clusters
  Score: Raw -423447.105603 + Penalty 2674.157491 = -420772.948111
  nChanged 15
		SP:Iteration 15Q (2389.270000 sec): 3 clusters
  Score: Raw -423450.096351 + Penalty 2674.157491 = -420775.938860
  nChanged 6
		SP:Iteration 16Q (2389.280000 sec): 3 clusters
  Score: Raw -423451.218890 + Penalty 2674.157491 = -420777.061399
  nChanged 6
		SP:Iteration 17Q (2389.290000 sec): 3 clusters
  Score: Raw -423452.984358 + Penalty 2674.157491 = -420778.826866
  nChanged 10
		SP:Iteration 18Q (2389.300000 sec): 3 clusters
  Score: Raw -423454.858320 + Penalty 2674.157491 = -420780.700829
  nChanged 6
		SP:Iteration 19Q (2389.310000 sec): 3 clusters
  Score: Raw -423456.352511 + Penalty 2674.157491 = -420782.195020
  nChanged 6
		SP:Iteration 20F (2389.320000 sec): 3 clusters
  Score: Raw -423457.614806 + Penalty 2674.157491 = -420783.457315
  nChanged 2
		SP:Iteration 21Q (2389.330000 sec): 3 clusters
  Score: Raw -423458.032550 + Penalty 2674.157491 = -420783.875059
  nChanged 2
		SP:Iteration 22Q (2389.340000 sec): 3 clusters
  Score: Raw -423458.289357 + Penalty 2674.157491 = -420784.131866
  nChanged 1
		SP:Iteration 23Q (2389.350000 sec): 3 clusters
  Score: Raw -423458.402724 + Penalty 2674.157491 = -420784.245233
  nChanged 1
		SP:Iteration 24Q (2389.360000 sec): 3 clusters
  Score: Raw -423458.518023 + Penalty 2674.157491 = -420784.360531
  nChanged 1
		SP:Iteration 25Q (2389.370000 sec): 3 clusters
  Score: Raw -423458.810671 + Penalty 2674.157491 = -420784.653180
  nChanged 2
		SP:Iteration 26Q (2389.370000 sec): 3 clusters
  Score: Raw -423459.526266 + Penalty 2674.157491 = -420785.368775
  nChanged 5
		SP:Iteration 27Q (2389.380000 sec): 3 clusters
  Score: Raw -423460.800497 + Penalty 2674.157491 = -420786.643006
  nChanged 5
		SP:Iteration 28Q (2389.390000 sec): 3 clusters
  Score: Raw -423461.817124 + Penalty 2674.157491 = -420787.659633
  nChanged 4
		SP:Iteration 29Q (2389.400000 sec): 3 clusters
  Score: Raw -423463.027568 + Penalty 2674.157491 = -420788.870077
  nChanged 3
		SP:Iteration 30Q (2389.410000 sec): 3 clusters
  Score: Raw -423463.996725 + Penalty 2674.157491 = -420789.839234
  nChanged 3
		SP:Iteration 31Q (2389.420000 sec): 3 clusters
  Score: Raw -423464.722044 + Penalty 2674.157491 = -420790.564553
  nChanged 3
		SP:Iteration 32Q (2389.430000 sec): 3 clusters
  Score: Raw -423466.031705 + Penalty 2674.157491 = -420791.874213
  nChanged 4
		SP:Iteration 33Q (2389.440000 sec): 3 clusters
  Score: Raw -423467.094268 + Penalty 2674.157491 = -420792.936776
  nChanged 5
		SP:Iteration 34Q (2389.450000 sec): 3 clusters
  Score: Raw -423468.410801 + Penalty 2674.157491 = -420794.253310
  nChanged 2
		SP:Iteration 35Q (2389.460000 sec): 3 clusters
  Score: Raw -423468.840338 + Penalty 2674.157491 = -420794.682847
  nChanged 2
		SP:Iteration 36Q (2389.470000 sec): 3 clusters
  Score: Raw -423469.564695 + Penalty 2674.157491 = -420795.407204
  nChanged 2
		SP:Iteration 37Q (2389.470000 sec): 3 clusters
  Score: Raw -423469.855524 + Penalty 2674.157491 = -420795.698033
  nChanged 2
		SP:Iteration 38Q (2389.480000 sec): 3 clusters
  Score: Raw -423470.209463 + Penalty 2674.157491 = -420796.051972
  nChanged 1
		SP:Iteration 39Q (2389.490000 sec): 3 clusters
  Score: Raw -423470.345871 + Penalty 2674.157491 = -420796.188380
  nChanged 0
		SP:Iteration 40F (2389.500000 sec): 3 clusters
  Score: Raw -423470.345871 + Penalty 2674.157491 = -420796.188380
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (3743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2389.510000 sec): 2 clusters
  Score: Raw -386786.548216 + Penalty 1336.991940 = -385449.556276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2389.530000 sec): 3 clusters
  Score: Raw -384996.677405 + Penalty 2673.983880 = -382322.693525
  nChanged 1427
		SP:Iteration 1F (2389.530000 sec): 3 clusters
  Score: Raw -386033.041221 + Penalty 2673.983880 = -383359.057341
  nChanged 397
		SP:Iteration 2F (2389.550000 sec): 3 clusters
  Score: Raw -386404.153741 + Penalty 2673.983880 = -383730.169861
  nChanged 293
		SP:Iteration 3F (2389.550000 sec): 3 clusters
  Score: Raw -386670.863303 + Penalty 2673.983880 = -383996.879423
  nChanged 249
		SP:Iteration 4F (2389.560000 sec): 3 clusters
  Score: Raw -386877.887184 + Penalty 2673.983880 = -384203.903303
  nChanged 176
		SP:Iteration 5Q (2389.570000 sec): 3 clusters
  Score: Raw -386999.818109 + Penalty 2673.983880 = -384325.834229
  nChanged 140
		SP:Iteration 6Q (2389.580000 sec): 3 clusters
  Score: Raw -387101.164564 + Penalty 2673.983880 = -384427.180684
  nChanged 114
		SP:Iteration 7Q (2389.590000 sec): 3 clusters
  Score: Raw -387183.148729 + Penalty 2673.983880 = -384509.164849
  nChanged 74
		SP:Iteration 8Q (2389.600000 sec): 3 clusters
  Score: Raw -387225.822765 + Penalty 2673.983880 = -384551.838885
  nChanged 61
		SP:Iteration 9Q (2389.610000 sec): 3 clusters
  Score: Raw -387254.529489 + Penalty 2673.983880 = -384580.545609
  nChanged 46
		SP:Iteration 10Q (2389.620000 sec): 3 clusters
  Score: Raw -387275.769288 + Penalty 2673.983880 = -384601.785408
  nChanged 39
		SP:Iteration 11Q (2389.630000 sec): 3 clusters
  Score: Raw -387292.213052 + Penalty 2673.983880 = -384618.229172
  nChanged 23
		SP:Iteration 12Q (2389.630000 sec): 3 clusters
  Score: Raw -387303.853115 + Penalty 2673.983880 = -384629.869235
  nChanged 23
		SP:Iteration 13Q (2389.640000 sec): 3 clusters
  Score: Raw -387317.436499 + Penalty 2673.983880 = -384643.452619
  nChanged 21
		SP:Iteration 14Q (2389.650000 sec): 3 clusters
  Score: Raw -387327.714273 + Penalty 2673.983880 = -384653.730393
  nChanged 17
		SP:Iteration 15Q (2389.660000 sec): 3 clusters
  Score: Raw -387333.595720 + Penalty 2673.983880 = -384659.611840
  nChanged 12
		SP:Iteration 16Q (2389.670000 sec): 3 clusters
  Score: Raw -387341.872273 + Penalty 2673.983880 = -384667.888393
  nChanged 15
		SP:Iteration 17Q (2389.680000 sec): 3 clusters
  Score: Raw -387348.746064 + Penalty 2673.983880 = -384674.762184
  nChanged 11
		SP:Iteration 18Q (2389.690000 sec): 3 clusters
  Score: Raw -387353.088455 + Penalty 2673.983880 = -384679.104575
  nChanged 6
		SP:Iteration 19Q (2389.690000 sec): 3 clusters
  Score: Raw -387354.436714 + Penalty 2673.983880 = -384680.452834
  nChanged 5
		SP:Iteration 20F (2389.710000 sec): 3 clusters
  Score: Raw -387355.707014 + Penalty 2673.983880 = -384681.723134
  nChanged 4
		SP:Iteration 21Q (2389.710000 sec): 3 clusters
  Score: Raw -387357.247903 + Penalty 2673.983880 = -384683.264023
  nChanged 4
		SP:Iteration 22Q (2389.720000 sec): 3 clusters
  Score: Raw -387358.166765 + Penalty 2673.983880 = -384684.182885
  nChanged 3
		SP:Iteration 23Q (2389.730000 sec): 3 clusters
  Score: Raw -387358.760239 + Penalty 2673.983880 = -384684.776359
  nChanged 2
		SP:Iteration 24Q (2389.740000 sec): 3 clusters
  Score: Raw -387359.501945 + Penalty 2673.983880 = -384685.518065
  nChanged 3
		SP:Iteration 25Q (2389.750000 sec): 3 clusters
  Score: Raw -387360.194709 + Penalty 2673.983880 = -384686.210829
  nChanged 1
		SP:Iteration 26Q (2389.760000 sec): 3 clusters
  Score: Raw -387360.263558 + Penalty 2673.983880 = -384686.279678
  nChanged 0
		SP:Iteration 27F (2389.770000 sec): 3 clusters
  Score: Raw -387360.263558 + Penalty 2673.983880 = -384686.279678
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (9603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2389.800000 sec): 2 clusters
  Score: Raw -1097244.958762 + Penalty 1490.097510 = -1095754.861252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2389.820000 sec): 3 clusters
  Score: Raw -1091839.384305 + Penalty 2980.195019 = -1088859.189286
  nChanged 4137
		SP:Iteration 1F (2389.850000 sec): 3 clusters
  Score: Raw -1094206.367188 + Penalty 2980.195019 = -1091226.172169
  nChanged 709
		SP:Iteration 2F (2389.870000 sec): 3 clusters
  Score: Raw -1094611.108363 + Penalty 2980.195019 = -1091630.913344
  nChanged 603
		SP:Iteration 3F (2389.890000 sec): 3 clusters
  Score: Raw -1095012.783989 + Penalty 2980.195019 = -1092032.588970
  nChanged 582
		SP:Iteration 4F (2389.920000 sec): 3 clusters
  Score: Raw -1095425.796638 + Penalty 2980.195019 = -1092445.601618
  nChanged 571
		SP:Iteration 5F (2389.940000 sec): 3 clusters
  Score: Raw -1095851.676919 + Penalty 2980.195019 = -1092871.481900
  nChanged 543
		SP:Iteration 6F (2389.970000 sec): 3 clusters
  Score: Raw -1096246.823024 + Penalty 2980.195019 = -1093266.628004
  nChanged 463
		SP:Iteration 7Q (2389.990000 sec): 3 clusters
  Score: Raw -1096558.492867 + Penalty 2980.195019 = -1093578.297848
  nChanged 389
		SP:Iteration 8Q (2390.010000 sec): 3 clusters
  Score: Raw -1096763.065477 + Penalty 2980.195019 = -1093782.870458
  nChanged 289
		SP:Iteration 9Q (2390.040000 sec): 3 clusters
  Score: Raw -1096888.467091 + Penalty 2980.195019 = -1093908.272072
  nChanged 215
		SP:Iteration 10Q (2390.060000 sec): 3 clusters
  Score: Raw -1096978.677396 + Penalty 2980.195019 = -1093998.482377
  nChanged 186
		SP:Iteration 11Q (2390.080000 sec): 3 clusters
  Score: Raw -1097038.974978 + Penalty 2980.195019 = -1094058.779959
  nChanged 112
		SP:Iteration 12Q (2390.110000 sec): 3 clusters
  Score: Raw -1097068.186677 + Penalty 2980.195019 = -1094087.991658
  nChanged 81
		SP:Iteration 13Q (2390.130000 sec): 3 clusters
  Score: Raw -1097095.130856 + Penalty 2980.195019 = -1094114.935836
  nChanged 84
		SP:Iteration 14Q (2390.150000 sec): 3 clusters
  Score: Raw -1097127.845215 + Penalty 2980.195019 = -1094147.650196
  nChanged 100
		SP:Iteration 15Q (2390.170000 sec): 3 clusters
  Score: Raw -1097166.381339 + Penalty 2980.195019 = -1094186.186319
  nChanged 91
		SP:Iteration 16Q (2390.200000 sec): 3 clusters
  Score: Raw -1097197.507714 + Penalty 2980.195019 = -1094217.312695
  nChanged 74
		SP:Iteration 17Q (2390.220000 sec): 3 clusters
  Score: Raw -1097219.429340 + Penalty 2980.195019 = -1094239.234321
  nChanged 67
		SP:Iteration 18Q (2390.240000 sec): 3 clusters
  Score: Raw -1097239.870790 + Penalty 2980.195019 = -1094259.675771
  nChanged 61
		SP:Iteration 19Q (2390.260000 sec): 3 clusters
  Score: Raw -1097259.806562 + Penalty 2980.195019 = -1094279.611543
  nChanged 64
		SP:Iteration 20F (2390.290000 sec): 3 clusters
  Score: Raw -1097285.471351 + Penalty 2980.195019 = -1094305.276332
  nChanged 70
		SP:Iteration 21Q (2390.310000 sec): 3 clusters
  Score: Raw -1097311.895378 + Penalty 2980.195019 = -1094331.700359
  nChanged 71
		SP:Iteration 22Q (2390.330000 sec): 3 clusters
  Score: Raw -1097336.538592 + Penalty 2980.195019 = -1094356.343573
  nChanged 77
		SP:Iteration 23Q (2390.350000 sec): 3 clusters
  Score: Raw -1097364.134023 + Penalty 2980.195019 = -1094383.939004
  nChanged 69
		SP:Iteration 24Q (2390.370000 sec): 3 clusters
  Score: Raw -1097385.484862 + Penalty 2980.195019 = -1094405.289842
  nChanged 65
		SP:Iteration 25Q (2390.400000 sec): 3 clusters
  Score: Raw -1097404.290161 + Penalty 2980.195019 = -1094424.095141
  nChanged 56
		SP:Iteration 26Q (2390.420000 sec): 3 clusters
  Score: Raw -1097417.325083 + Penalty 2980.195019 = -1094437.130064
  nChanged 45
		SP:Iteration 27Q (2390.440000 sec): 3 clusters
  Score: Raw -1097429.457171 + Penalty 2980.195019 = -1094449.262152
  nChanged 41
		SP:Iteration 28Q (2390.460000 sec): 3 clusters
  Score: Raw -1097437.940232 + Penalty 2980.195019 = -1094457.745213
  nChanged 35
		SP:Iteration 29Q (2390.480000 sec): 3 clusters
  Score: Raw -1097445.948307 + Penalty 2980.195019 = -1094465.753287
  nChanged 40
		SP:Iteration 30Q (2390.510000 sec): 3 clusters
  Score: Raw -1097455.659419 + Penalty 2980.195019 = -1094475.464399
  nChanged 27
		SP:Iteration 31Q (2390.530000 sec): 3 clusters
  Score: Raw -1097459.833462 + Penalty 2980.195019 = -1094479.638443
  nChanged 23
		SP:Iteration 32Q (2390.550000 sec): 3 clusters
  Score: Raw -1097464.277474 + Penalty 2980.195019 = -1094484.082455
  nChanged 16
		SP:Iteration 33Q (2390.570000 sec): 3 clusters
  Score: Raw -1097467.132275 + Penalty 2980.195019 = -1094486.937256
  nChanged 13
		SP:Iteration 34Q (2390.590000 sec): 3 clusters
  Score: Raw -1097470.075506 + Penalty 2980.195019 = -1094489.880486
  nChanged 19
		SP:Iteration 35Q (2390.610000 sec): 3 clusters
  Score: Raw -1097475.621349 + Penalty 2980.195019 = -1094495.426330
  nChanged 19
		SP:Iteration 36Q (2390.630000 sec): 3 clusters
  Score: Raw -1097479.519505 + Penalty 2980.195019 = -1094499.324486
  nChanged 13
		SP:Iteration 37Q (2390.650000 sec): 3 clusters
  Score: Raw -1097481.920352 + Penalty 2980.195019 = -1094501.725333
  nChanged 16
		SP:Iteration 38Q (2390.670000 sec): 3 clusters
  Score: Raw -1097486.200255 + Penalty 2980.195019 = -1094506.005236
  nChanged 26
		SP:Iteration 39Q (2390.700000 sec): 3 clusters
  Score: Raw -1097494.641202 + Penalty 2980.195019 = -1094514.446182
  nChanged 36
		SP:Iteration 40F (2390.720000 sec): 3 clusters
  Score: Raw -1097503.072481 + Penalty 2980.195019 = -1094522.877462
  nChanged 29
		SP:Iteration 41Q (2390.740000 sec): 3 clusters
  Score: Raw -1097511.078878 + Penalty 2980.195019 = -1094530.883859
  nChanged 30
		SP:Iteration 42Q (2390.760000 sec): 3 clusters
  Score: Raw -1097519.839465 + Penalty 2980.195019 = -1094539.644446
  nChanged 27
		SP:Iteration 43Q (2390.780000 sec): 3 clusters
  Score: Raw -1097527.385581 + Penalty 2980.195019 = -1094547.190562
  nChanged 31
		SP:Iteration 44Q (2390.810000 sec): 3 clusters
  Score: Raw -1097535.332050 + Penalty 2980.195019 = -1094555.137031
  nChanged 26
		SP:Iteration 45Q (2390.830000 sec): 3 clusters
  Score: Raw -1097541.099530 + Penalty 2980.195019 = -1094560.904511
  nChanged 28
		SP:Iteration 46Q (2390.850000 sec): 3 clusters
  Score: Raw -1097547.913084 + Penalty 2980.195019 = -1094567.718065
  nChanged 25
		SP:Iteration 47Q (2390.870000 sec): 3 clusters
  Score: Raw -1097554.002425 + Penalty 2980.195019 = -1094573.807406
  nChanged 27
		SP:Iteration 48Q (2390.890000 sec): 3 clusters
  Score: Raw -1097558.671305 + Penalty 2980.195019 = -1094578.476286
  nChanged 16
		SP:Iteration 49Q (2390.910000 sec): 3 clusters
  Score: Raw -1097561.328410 + Penalty 2980.195019 = -1094581.133391
  nChanged 8
		SP:Iteration 50Q (2390.930000 sec): 3 clusters
  Score: Raw -1097563.243013 + Penalty 2980.195019 = -1094583.047994
  nChanged 10
		SP:Iteration 51Q (2390.950000 sec): 3 clusters
  Score: Raw -1097565.298753 + Penalty 2980.195019 = -1094585.103734
  nChanged 12
		SP:Iteration 52Q (2390.980000 sec): 3 clusters
  Score: Raw -1097567.786038 + Penalty 2980.195019 = -1094587.591019
  nChanged 11
		SP:Iteration 53Q (2391.000000 sec): 3 clusters
  Score: Raw -1097569.207592 + Penalty 2980.195019 = -1094589.012573
  nChanged 6
		SP:Iteration 54Q (2391.020000 sec): 3 clusters
  Score: Raw -1097569.812907 + Penalty 2980.195019 = -1094589.617888
  nChanged 5
		SP:Iteration 55Q (2391.040000 sec): 3 clusters
  Score: Raw -1097570.428125 + Penalty 2980.195019 = -1094590.233105
  nChanged 4
		SP:Iteration 56Q (2391.060000 sec): 3 clusters
  Score: Raw -1097570.842651 + Penalty 2980.195019 = -1094590.647632
  nChanged 4
		SP:Iteration 57Q (2391.080000 sec): 3 clusters
  Score: Raw -1097571.412906 + Penalty 2980.195019 = -1094591.217887
  nChanged 2
		SP:Iteration 58Q (2391.110000 sec): 3 clusters
  Score: Raw -1097571.641424 + Penalty 2980.195019 = -1094591.446404
  nChanged 1
		SP:Iteration 59Q (2391.130000 sec): 3 clusters
  Score: Raw -1097571.739523 + Penalty 2980.195019 = -1094591.544504
  nChanged 0
		SP:Iteration 60F (2391.150000 sec): 3 clusters
  Score: Raw -1097571.739523 + Penalty 2980.195019 = -1094591.544504
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 34 (12158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2391.190000 sec): 2 clusters
  Score: Raw -1477882.485849 + Penalty 1528.433184 = -1476354.052665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2391.220000 sec): 3 clusters
  Score: Raw -1470859.196059 + Penalty 3056.866367 = -1467802.329691
  nChanged 5286
		SP:Iteration 1F (2391.250000 sec): 3 clusters
  Score: Raw -1473618.245254 + Penalty 3056.866367 = -1470561.378886
  nChanged 696
		SP:Iteration 2F (2391.290000 sec): 3 clusters
  Score: Raw -1473884.424350 + Penalty 3056.866367 = -1470827.557982
  nChanged 564
		SP:Iteration 3Q (2391.320000 sec): 3 clusters
  Score: Raw -1474065.483187 + Penalty 3056.866367 = -1471008.616820
  nChanged 439
		SP:Iteration 4Q (2391.350000 sec): 3 clusters
  Score: Raw -1474185.314878 + Penalty 3056.866367 = -1471128.448510
  nChanged 342
		SP:Iteration 5Q (2391.390000 sec): 3 clusters
  Score: Raw -1474280.680691 + Penalty 3056.866367 = -1471223.814324
  nChanged 321
		SP:Iteration 6Q (2391.420000 sec): 3 clusters
  Score: Raw -1474364.558195 + Penalty 3056.866367 = -1471307.691827
  nChanged 274
		SP:Iteration 7Q (2391.450000 sec): 3 clusters
  Score: Raw -1474440.653297 + Penalty 3056.866367 = -1471383.786929
  nChanged 292
		SP:Iteration 8Q (2391.490000 sec): 3 clusters
  Score: Raw -1474514.127132 + Penalty 3056.866367 = -1471457.260765
  nChanged 256
		SP:Iteration 9Q (2391.520000 sec): 3 clusters
  Score: Raw -1474579.939666 + Penalty 3056.866367 = -1471523.073299
  nChanged 248
		SP:Iteration 10Q (2391.550000 sec): 3 clusters
  Score: Raw -1474641.223463 + Penalty 3056.866367 = -1471584.357096
  nChanged 218
		SP:Iteration 11Q (2391.580000 sec): 3 clusters
  Score: Raw -1474697.159744 + Penalty 3056.866367 = -1471640.293377
  nChanged 222
		SP:Iteration 12Q (2391.610000 sec): 3 clusters
  Score: Raw -1474752.901164 + Penalty 3056.866367 = -1471696.034797
  nChanged 212
		SP:Iteration 13Q (2391.640000 sec): 3 clusters
  Score: Raw -1474801.901419 + Penalty 3056.866367 = -1471745.035052
  nChanged 215
		SP:Iteration 14Q (2391.670000 sec): 3 clusters
  Score: Raw -1474854.996471 + Penalty 3056.866367 = -1471798.130104
  nChanged 239
		SP:Iteration 15Q (2391.710000 sec): 3 clusters
  Score: Raw -1474919.564292 + Penalty 3056.866367 = -1471862.697925
  nChanged 225
		SP:Iteration 16Q (2391.730000 sec): 3 clusters
  Score: Raw -1474977.940035 + Penalty 3056.866367 = -1471921.073668
  nChanged 224
		SP:Iteration 17Q (2391.770000 sec): 3 clusters
  Score: Raw -1475035.516801 + Penalty 3056.866367 = -1471978.650434
  nChanged 248
		SP:Iteration 18Q (2391.800000 sec): 3 clusters
  Score: Raw -1475116.131208 + Penalty 3056.866367 = -1472059.264840
  nChanged 313
		SP:Iteration 19Q (2391.830000 sec): 3 clusters
  Score: Raw -1475251.502760 + Penalty 3056.866367 = -1472194.636393
  nChanged 364
		SP:Iteration 20F (2391.860000 sec): 3 clusters
  Score: Raw -1475414.859686 + Penalty 3056.866367 = -1472357.993319
  nChanged 400
		SP:Iteration 21Q (2391.890000 sec): 3 clusters
  Score: Raw -1475627.952974 + Penalty 3056.866367 = -1472571.086607
  nChanged 425
		SP:Iteration 22Q (2391.920000 sec): 3 clusters
  Score: Raw -1475859.285282 + Penalty 3056.866367 = -1472802.418915
  nChanged 435
		SP:Iteration 23Q (2391.950000 sec): 3 clusters
  Score: Raw -1476084.875813 + Penalty 3056.866367 = -1473028.009446
  nChanged 376
		SP:Iteration 24Q (2391.980000 sec): 3 clusters
  Score: Raw -1476258.487486 + Penalty 3056.866367 = -1473201.621119
  nChanged 315
		SP:Iteration 25Q (2392.010000 sec): 3 clusters
  Score: Raw -1476373.212641 + Penalty 3056.866367 = -1473316.346274
  nChanged 231
		SP:Iteration 26Q (2392.040000 sec): 3 clusters
  Score: Raw -1476440.141090 + Penalty 3056.866367 = -1473383.274723
  nChanged 181
		SP:Iteration 27Q (2392.070000 sec): 3 clusters
  Score: Raw -1476490.579991 + Penalty 3056.866367 = -1473433.713623
  nChanged 147
		SP:Iteration 28Q (2392.100000 sec): 3 clusters
  Score: Raw -1476534.074985 + Penalty 3056.866367 = -1473477.208618
  nChanged 165
		SP:Iteration 29Q (2392.130000 sec): 3 clusters
  Score: Raw -1476582.807523 + Penalty 3056.866367 = -1473525.941156
  nChanged 170
		SP:Iteration 30Q (2392.160000 sec): 3 clusters
  Score: Raw -1476633.124635 + Penalty 3056.866367 = -1473576.258268
  nChanged 157
		SP:Iteration 31Q (2392.190000 sec): 3 clusters
  Score: Raw -1476683.560337 + Penalty 3056.866367 = -1473626.693969
  nChanged 160
		SP:Iteration 32Q (2392.210000 sec): 3 clusters
  Score: Raw -1476741.002639 + Penalty 3056.866367 = -1473684.136272
  nChanged 172
		SP:Iteration 33Q (2392.240000 sec): 3 clusters
  Score: Raw -1476811.598489 + Penalty 3056.866367 = -1473754.732121
  nChanged 190
		SP:Iteration 34Q (2392.270000 sec): 3 clusters
  Score: Raw -1476894.856278 + Penalty 3056.866367 = -1473837.989911
  nChanged 212
		SP:Iteration 35Q (2392.300000 sec): 3 clusters
  Score: Raw -1476985.949815 + Penalty 3056.866367 = -1473929.083448
  nChanged 187
		SP:Iteration 36Q (2392.330000 sec): 3 clusters
  Score: Raw -1477073.090674 + Penalty 3056.866367 = -1474016.224307
  nChanged 191
		SP:Iteration 37Q (2392.350000 sec): 3 clusters
  Score: Raw -1477167.912780 + Penalty 3056.866367 = -1474111.046413
  nChanged 199
		SP:Iteration 38Q (2392.380000 sec): 3 clusters
  Score: Raw -1477264.508965 + Penalty 3056.866367 = -1474207.642598
  nChanged 185
		SP:Iteration 39Q (2392.410000 sec): 3 clusters
  Score: Raw -1477353.420796 + Penalty 3056.866367 = -1474296.554428
  nChanged 144
		SP:Iteration 40F (2392.440000 sec): 3 clusters
  Score: Raw -1477414.969297 + Penalty 3056.866367 = -1474358.102930
  nChanged 136
		SP:Iteration 41Q (2392.460000 sec): 3 clusters
  Score: Raw -1477477.050451 + Penalty 3056.866367 = -1474420.184083
  nChanged 134
		SP:Iteration 42Q (2392.490000 sec): 3 clusters
  Score: Raw -1477532.638253 + Penalty 3056.866367 = -1474475.771886
  nChanged 109
		SP:Iteration 43Q (2392.510000 sec): 3 clusters
  Score: Raw -1477579.747301 + Penalty 3056.866367 = -1474522.880934
  nChanged 126
		SP:Iteration 44Q (2392.540000 sec): 3 clusters
  Score: Raw -1477635.927768 + Penalty 3056.866367 = -1474579.061401
  nChanged 105
		SP:Iteration 45Q (2392.570000 sec): 3 clusters
  Score: Raw -1477684.470029 + Penalty 3056.866367 = -1474627.603661
  nChanged 99
		SP:Iteration 46Q (2392.590000 sec): 3 clusters
  Score: Raw -1477729.891579 + Penalty 3056.866367 = -1474673.025212
  nChanged 85
		SP:Iteration 47Q (2392.610000 sec): 3 clusters
  Score: Raw -1477772.606540 + Penalty 3056.866367 = -1474715.740173
  nChanged 85
		SP:Iteration 48Q (2392.640000 sec): 3 clusters
  Score: Raw -1477814.446946 + Penalty 3056.866367 = -1474757.580578
  nChanged 88
		SP:Iteration 49Q (2392.670000 sec): 3 clusters
  Score: Raw -1477861.813721 + Penalty 3056.866367 = -1474804.947353
  nChanged 84
		SP:Iteration 50Q (2392.690000 sec): 3 clusters
  Score: Raw -1477903.154727 + Penalty 3056.866367 = -1474846.288359
  nChanged 63
		SP:Iteration 51Q (2392.710000 sec): 3 clusters
  Score: Raw -1477930.216609 + Penalty 3056.866367 = -1474873.350242
  nChanged 57
		SP:Iteration 52Q (2392.730000 sec): 3 clusters
  Score: Raw -1477950.851298 + Penalty 3056.866367 = -1474893.984931
  nChanged 45
		SP:Iteration 53Q (2392.760000 sec): 3 clusters
  Score: Raw -1477968.358961 + Penalty 3056.866367 = -1474911.492594
  nChanged 41
		SP:Iteration 54Q (2392.780000 sec): 3 clusters
  Score: Raw -1477989.300752 + Penalty 3056.866367 = -1474932.434385
  nChanged 44
		SP:Iteration 55Q (2392.810000 sec): 3 clusters
  Score: Raw -1478011.542543 + Penalty 3056.866367 = -1474954.676176
  nChanged 50
		SP:Iteration 56Q (2392.830000 sec): 3 clusters
  Score: Raw -1478041.557264 + Penalty 3056.866367 = -1474984.690897
  nChanged 47
		SP:Iteration 57Q (2392.850000 sec): 3 clusters
  Score: Raw -1478081.157241 + Penalty 3056.866367 = -1475024.290874
  nChanged 49
		SP:Iteration 58Q (2392.870000 sec): 3 clusters
  Score: Raw -1478122.292431 + Penalty 3056.866367 = -1475065.426064
  nChanged 46
		SP:Iteration 59Q (2392.900000 sec): 3 clusters
  Score: Raw -1478160.345723 + Penalty 3056.866367 = -1475103.479356
  nChanged 40
		SP:Iteration 60F (2392.930000 sec): 3 clusters
  Score: Raw -1478188.038267 + Penalty 3056.866367 = -1475131.171899
  nChanged 38
		SP:Iteration 61Q (2392.950000 sec): 3 clusters
  Score: Raw -1478206.476097 + Penalty 3056.866367 = -1475149.609730
  nChanged 19
		SP:Iteration 62Q (2392.970000 sec): 3 clusters
  Score: Raw -1478214.653805 + Penalty 3056.866367 = -1475157.787437
  nChanged 14
		SP:Iteration 63Q (2393.000000 sec): 3 clusters
  Score: Raw -1478222.007784 + Penalty 3056.866367 = -1475165.141416
  nChanged 10
		SP:Iteration 64Q (2393.020000 sec): 3 clusters
  Score: Raw -1478226.608110 + Penalty 3056.866367 = -1475169.741743
  nChanged 6
		SP:Iteration 65Q (2393.040000 sec): 3 clusters
  Score: Raw -1478229.871537 + Penalty 3056.866367 = -1475173.005170
  nChanged 5
		SP:Iteration 66Q (2393.070000 sec): 3 clusters
  Score: Raw -1478231.387099 + Penalty 3056.866367 = -1475174.520732
  nChanged 3
		SP:Iteration 67Q (2393.090000 sec): 3 clusters
  Score: Raw -1478232.275807 + Penalty 3056.866367 = -1475175.409440
  nChanged 1
		SP:Iteration 68Q (2393.110000 sec): 3 clusters
  Score: Raw -1478232.539108 + Penalty 3056.866367 = -1475175.672740
  nChanged 1
		SP:Iteration 69Q (2393.130000 sec): 3 clusters
  Score: Raw -1478232.645621 + Penalty 3056.866367 = -1475175.779254
  nChanged 0
		SP:Iteration 70F (2393.160000 sec): 3 clusters
  Score: Raw -1478232.645621 + Penalty 3056.866367 = -1475175.779254
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2393.360000 sec): 2 clusters
  Score: Raw -7506071.690663 + Penalty 1800.161716 = -7504271.528947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2393.530000 sec): 3 clusters
  Score: Raw -7464539.928211 + Penalty 3600.323433 = -7460939.604778
  nChanged 30694
		SP:Iteration 1F (2393.710000 sec): 3 clusters
  Score: Raw -7482141.602955 + Penalty 3600.323433 = -7478541.279522
  nChanged 2506
		SP:Iteration 2Q (2393.880000 sec): 3 clusters
  Score: Raw -7482834.450320 + Penalty 3600.323433 = -7479234.126887
  nChanged 2600
		SP:Iteration 3Q (2394.060000 sec): 3 clusters
  Score: Raw -7483656.092942 + Penalty 3600.323433 = -7480055.769509
  nChanged 2892
		SP:Iteration 4Q (2394.240000 sec): 3 clusters
  Score: Raw -7484737.546535 + Penalty 3600.323433 = -7481137.223102
  nChanged 3290
		SP:Iteration 5F (2394.410000 sec): 3 clusters
  Score: Raw -7486113.348685 + Penalty 3600.323433 = -7482513.025253
  nChanged 3508
		SP:Iteration 6F (2394.580000 sec): 3 clusters
  Score: Raw -7487835.190480 + Penalty 3600.323433 = -7484234.867048
  nChanged 3842
		SP:Iteration 7F (2394.750000 sec): 3 clusters
  Score: Raw -7489987.424751 + Penalty 3600.323433 = -7486387.101318
  nChanged 3796
		SP:Iteration 8F (2394.930000 sec): 3 clusters
  Score: Raw -7492307.738069 + Penalty 3600.323433 = -7488707.414636
  nChanged 3600
		SP:Iteration 9F (2395.100000 sec): 3 clusters
  Score: Raw -7494707.904215 + Penalty 3600.323433 = -7491107.580782
  nChanged 3251
		SP:Iteration 10F (2395.270000 sec): 3 clusters
  Score: Raw -7497034.246286 + Penalty 3600.323433 = -7493433.922854
  nChanged 3000
		SP:Iteration 11Q (2395.450000 sec): 3 clusters
  Score: Raw -7499291.499711 + Penalty 3600.323433 = -7495691.176279
  nChanged 2588
		SP:Iteration 12Q (2395.610000 sec): 3 clusters
  Score: Raw -7501312.714328 + Penalty 3600.323433 = -7497712.390895
  nChanged 2031
		SP:Iteration 13Q (2395.770000 sec): 3 clusters
  Score: Raw -7502910.577473 + Penalty 3600.323433 = -7499310.254040
  nChanged 1550
		SP:Iteration 14Q (2395.930000 sec): 3 clusters
  Score: Raw -7504141.067787 + Penalty 3600.323433 = -7500540.744355
  nChanged 1126
		SP:Iteration 15Q (2396.070000 sec): 3 clusters
  Score: Raw -7505041.983905 + Penalty 3600.323433 = -7501441.660472
  nChanged 682
		SP:Iteration 16Q (2396.210000 sec): 3 clusters
  Score: Raw -7505553.094565 + Penalty 3600.323433 = -7501952.771132
  nChanged 420
		SP:Iteration 17Q (2396.330000 sec): 3 clusters
  Score: Raw -7505850.938263 + Penalty 3600.323433 = -7502250.614830
  nChanged 241
		SP:Iteration 18Q (2396.460000 sec): 3 clusters
  Score: Raw -7506014.551426 + Penalty 3600.323433 = -7502414.227994
  nChanged 153
		SP:Iteration 19Q (2396.590000 sec): 3 clusters
  Score: Raw -7506118.495089 + Penalty 3600.323433 = -7502518.171656
  nChanged 78
		SP:Iteration 20F (2396.750000 sec): 3 clusters
  Score: Raw -7506175.470785 + Penalty 3600.323433 = -7502575.147352
  nChanged 49
		SP:Iteration 21Q (2396.880000 sec): 3 clusters
  Score: Raw -7506209.778861 + Penalty 3600.323433 = -7502609.455428
  nChanged 39
		SP:Iteration 22Q (2397.000000 sec): 3 clusters
  Score: Raw -7506239.360887 + Penalty 3600.323433 = -7502639.037454
  nChanged 34
		SP:Iteration 23Q (2397.120000 sec): 3 clusters
  Score: Raw -7506272.617808 + Penalty 3600.323433 = -7502672.294376
  nChanged 20
		SP:Iteration 24Q (2397.240000 sec): 3 clusters
  Score: Raw -7506286.230882 + Penalty 3600.323433 = -7502685.907450
  nChanged 14
		SP:Iteration 25Q (2397.360000 sec): 3 clusters
  Score: Raw -7506297.722816 + Penalty 3600.323433 = -7502697.399384
  nChanged 14
		SP:Iteration 26Q (2397.490000 sec): 3 clusters
  Score: Raw -7506308.334824 + Penalty 3600.323433 = -7502708.011391
  nChanged 8
		SP:Iteration 27Q (2397.600000 sec): 3 clusters
  Score: Raw -7506315.266758 + Penalty 3600.323433 = -7502714.943325
  nChanged 5
		SP:Iteration 28Q (2397.720000 sec): 3 clusters
  Score: Raw -7506318.445345 + Penalty 3600.323433 = -7502718.121912
  nChanged 3
		SP:Iteration 29Q (2397.840000 sec): 3 clusters
  Score: Raw -7506319.812381 + Penalty 3600.323433 = -7502719.488948
  nChanged 2
		SP:Iteration 30Q (2397.960000 sec): 3 clusters
  Score: Raw -7506321.747593 + Penalty 3600.323433 = -7502721.424160
  nChanged 1
		SP:Iteration 31Q (2398.080000 sec): 3 clusters
  Score: Raw -7506322.853319 + Penalty 3600.323433 = -7502722.529887
  nChanged 4
		SP:Iteration 32Q (2398.200000 sec): 3 clusters
  Score: Raw -7506327.127313 + Penalty 3600.323433 = -7502726.803880
  nChanged 5
		SP:Iteration 33Q (2398.320000 sec): 3 clusters
  Score: Raw -7506331.882841 + Penalty 3600.323433 = -7502731.559408
  nChanged 8
		SP:Iteration 34Q (2398.440000 sec): 3 clusters
  Score: Raw -7506338.336913 + Penalty 3600.323433 = -7502738.013480
  nChanged 9
		SP:Iteration 35Q (2398.560000 sec): 3 clusters
  Score: Raw -7506344.061059 + Penalty 3600.323433 = -7502743.737627
  nChanged 4
		SP:Iteration 36Q (2398.680000 sec): 3 clusters
  Score: Raw -7506346.229213 + Penalty 3600.323433 = -7502745.905781
  nChanged 2
		SP:Iteration 37Q (2398.800000 sec): 3 clusters
  Score: Raw -7506348.010375 + Penalty 3600.323433 = -7502747.686942
  nChanged 0
		SP:Iteration 38F (2398.970000 sec): 3 clusters
  Score: Raw -7506348.010375 + Penalty 3600.323433 = -7502747.686942
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2399.010000 sec): 2 clusters
  Score: Raw -567820.738759 + Penalty 1385.145154 = -566435.593606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2399.030000 sec): 3 clusters
  Score: Raw -565252.411301 + Penalty 2770.290307 = -562482.120994
  nChanged 2018
		SP:Iteration 1F (2399.040000 sec): 3 clusters
  Score: Raw -566403.356282 + Penalty 2770.290307 = -563633.065975
  nChanged 422
		SP:Iteration 2F (2399.050000 sec): 3 clusters
  Score: Raw -566680.749794 + Penalty 2770.290307 = -563910.459487
  nChanged 325
		SP:Iteration 3F (2399.070000 sec): 3 clusters
  Score: Raw -566927.109212 + Penalty 2770.290307 = -564156.818905
  nChanged 308
		SP:Iteration 4F (2399.080000 sec): 3 clusters
  Score: Raw -567167.738965 + Penalty 2770.290307 = -564397.448658
  nChanged 260
		SP:Iteration 5F (2399.090000 sec): 3 clusters
  Score: Raw -567403.310178 + Penalty 2770.290307 = -564633.019871
  nChanged 221
		SP:Iteration 6Q (2399.100000 sec): 3 clusters
  Score: Raw -567583.460411 + Penalty 2770.290307 = -564813.170104
  nChanged 209
		SP:Iteration 7Q (2399.110000 sec): 3 clusters
  Score: Raw -567750.439349 + Penalty 2770.290307 = -564980.149042
  nChanged 195
		SP:Iteration 8Q (2399.130000 sec): 3 clusters
  Score: Raw -567915.362597 + Penalty 2770.290307 = -565145.072290
  nChanged 175
		SP:Iteration 9Q (2399.140000 sec): 3 clusters
  Score: Raw -568081.196407 + Penalty 2770.290307 = -565310.906099
  nChanged 176
		SP:Iteration 10Q (2399.150000 sec): 3 clusters
  Score: Raw -568242.021234 + Penalty 2770.290307 = -565471.730927
  nChanged 138
		SP:Iteration 11Q (2399.160000 sec): 3 clusters
  Score: Raw -568368.035093 + Penalty 2770.290307 = -565597.744785
  nChanged 104
		SP:Iteration 12Q (2399.170000 sec): 3 clusters
  Score: Raw -568460.011106 + Penalty 2770.290307 = -565689.720799
  nChanged 88
		SP:Iteration 13Q (2399.180000 sec): 3 clusters
  Score: Raw -568515.543456 + Penalty 2770.290307 = -565745.253149
  nChanged 66
		SP:Iteration 14Q (2399.190000 sec): 3 clusters
  Score: Raw -568551.870028 + Penalty 2770.290307 = -565781.579720
  nChanged 39
		SP:Iteration 15Q (2399.210000 sec): 3 clusters
  Score: Raw -568567.734296 + Penalty 2770.290307 = -565797.443989
  nChanged 34
		SP:Iteration 16Q (2399.210000 sec): 3 clusters
  Score: Raw -568580.240582 + Penalty 2770.290307 = -565809.950275
  nChanged 29
		SP:Iteration 17Q (2399.230000 sec): 3 clusters
  Score: Raw -568589.214087 + Penalty 2770.290307 = -565818.923780
  nChanged 12
		SP:Iteration 18Q (2399.240000 sec): 3 clusters
  Score: Raw -568591.668119 + Penalty 2770.290307 = -565821.377812
  nChanged 6
		SP:Iteration 19Q (2399.250000 sec): 3 clusters
  Score: Raw -568593.343210 + Penalty 2770.290307 = -565823.052903
  nChanged 7
		SP:Iteration 20F (2399.250000 sec): 3 clusters
  Score: Raw -568594.768898 + Penalty 2770.290307 = -565824.478591
  nChanged 2
		SP:Iteration 21Q (2399.270000 sec): 3 clusters
  Score: Raw -568594.979816 + Penalty 2770.290307 = -565824.689509
  nChanged 2
		SP:Iteration 22Q (2399.280000 sec): 3 clusters
  Score: Raw -568595.201773 + Penalty 2770.290307 = -565824.911466
  nChanged 0
		SP:Iteration 23F (2399.290000 sec): 3 clusters
  Score: Raw -568595.201773 + Penalty 2770.290307 = -565824.911466
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (1653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2399.300000 sec): 2 clusters
  Score: Raw -177042.492385 + Penalty 1204.181403 = -175838.310981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2399.300000 sec): 3 clusters
  Score: Raw -176453.132033 + Penalty 2408.362807 = -174044.769226
  nChanged 551
		SP:Iteration 1F (2399.310000 sec): 3 clusters
  Score: Raw -176957.504759 + Penalty 2408.362807 = -174549.141952
  nChanged 164
		SP:Iteration 2F (2399.310000 sec): 3 clusters
  Score: Raw -177190.027257 + Penalty 2408.362807 = -174781.664450
  nChanged 110
		SP:Iteration 3F (2399.310000 sec): 3 clusters
  Score: Raw -177354.290751 + Penalty 2408.362807 = -174945.927944
  nChanged 90
		SP:Iteration 4F (2399.320000 sec): 3 clusters
  Score: Raw -177484.699709 + Penalty 2408.362807 = -175076.336902
  nChanged 75
		SP:Iteration 5Q (2399.320000 sec): 3 clusters
  Score: Raw -177600.434251 + Penalty 2408.362807 = -175192.071445
  nChanged 76
		SP:Iteration 6Q (2399.330000 sec): 3 clusters
  Score: Raw -177716.688009 + Penalty 2408.362807 = -175308.325202
  nChanged 68
		SP:Iteration 7Q (2399.330000 sec): 3 clusters
  Score: Raw -177823.724285 + Penalty 2408.362807 = -175415.361478
  nChanged 57
		SP:Iteration 8Q (2399.330000 sec): 3 clusters
  Score: Raw -177903.874980 + Penalty 2408.362807 = -175495.512174
  nChanged 52
		SP:Iteration 9Q (2399.340000 sec): 3 clusters
  Score: Raw -177978.961362 + Penalty 2408.362807 = -175570.598555
  nChanged 35
		SP:Iteration 10Q (2399.340000 sec): 3 clusters
  Score: Raw -178021.339907 + Penalty 2408.362807 = -175612.977100
  nChanged 30
		SP:Iteration 11Q (2399.350000 sec): 3 clusters
  Score: Raw -178047.519884 + Penalty 2408.362807 = -175639.157077
  nChanged 15
		SP:Iteration 12Q (2399.350000 sec): 3 clusters
  Score: Raw -178059.180993 + Penalty 2408.362807 = -175650.818187
  nChanged 13
		SP:Iteration 13Q (2399.350000 sec): 3 clusters
  Score: Raw -178067.806459 + Penalty 2408.362807 = -175659.443652
  nChanged 9
		SP:Iteration 14Q (2399.350000 sec): 3 clusters
  Score: Raw -178074.292158 + Penalty 2408.362807 = -175665.929352
  nChanged 9
		SP:Iteration 15Q (2399.360000 sec): 3 clusters
  Score: Raw -178080.105855 + Penalty 2408.362807 = -175671.743049
  nChanged 8
		SP:Iteration 16Q (2399.360000 sec): 3 clusters
  Score: Raw -178085.038098 + Penalty 2408.362807 = -175676.675291
  nChanged 11
		SP:Iteration 17Q (2399.370000 sec): 3 clusters
  Score: Raw -178093.151505 + Penalty 2408.362807 = -175684.788698
  nChanged 13
		SP:Iteration 18Q (2399.370000 sec): 3 clusters
  Score: Raw -178100.474155 + Penalty 2408.362807 = -175692.111348
  nChanged 12
		SP:Iteration 19Q (2399.370000 sec): 3 clusters
  Score: Raw -178108.517719 + Penalty 2408.362807 = -175700.154913
  nChanged 16
		SP:Iteration 20F (2399.380000 sec): 3 clusters
  Score: Raw -178120.233347 + Penalty 2408.362807 = -175711.870541
  nChanged 21
		SP:Iteration 21Q (2399.380000 sec): 3 clusters
  Score: Raw -178143.006923 + Penalty 2408.362807 = -175734.644116
  nChanged 30
		SP:Iteration 22Q (2399.390000 sec): 3 clusters
  Score: Raw -178175.968142 + Penalty 2408.362807 = -175767.605335
  nChanged 27
		SP:Iteration 23Q (2399.390000 sec): 3 clusters
  Score: Raw -178210.500037 + Penalty 2408.362807 = -175802.137230
  nChanged 28
		SP:Iteration 24Q (2399.390000 sec): 3 clusters
  Score: Raw -178244.669953 + Penalty 2408.362807 = -175836.307146
  nChanged 16
		SP:Iteration 25Q (2399.390000 sec): 3 clusters
  Score: Raw -178282.621257 + Penalty 2408.362807 = -175874.258450
  nChanged 19
		SP:Iteration 26Q (2399.400000 sec): 3 clusters
  Score: Raw -178314.825208 + Penalty 2408.362807 = -175906.462402
  nChanged 26
		SP:Iteration 27Q (2399.400000 sec): 3 clusters
  Score: Raw -178381.734261 + Penalty 2408.362807 = -175973.371454
  nChanged 17
		SP:Iteration 28Q (2399.410000 sec): 3 clusters
  Score: Raw -178414.809455 + Penalty 2408.362807 = -176006.446648
  nChanged 15
		SP:Iteration 29Q (2399.410000 sec): 3 clusters
  Score: Raw -178427.090612 + Penalty 2408.362807 = -176018.727805
  nChanged 8
		SP:Iteration 30Q (2399.410000 sec): 3 clusters
  Score: Raw -178433.305432 + Penalty 2408.362807 = -176024.942625
  nChanged 5
		SP:Iteration 31Q (2399.410000 sec): 3 clusters
  Score: Raw -178456.674202 + Penalty 2408.362807 = -176048.311395
  nChanged 1
		SP:Iteration 32Q (2399.420000 sec): 3 clusters
  Score: Raw -178456.900617 + Penalty 2408.362807 = -176048.537810
  nChanged 2
		SP:Iteration 33Q (2399.420000 sec): 3 clusters
  Score: Raw -178458.563556 + Penalty 2408.362807 = -176050.200749
  nChanged 4
		SP:Iteration 34Q (2399.420000 sec): 3 clusters
  Score: Raw -178460.930935 + Penalty 2408.362807 = -176052.568128
  nChanged 1
		SP:Iteration 35Q (2399.430000 sec): 3 clusters
  Score: Raw -178461.688327 + Penalty 2408.362807 = -176053.325520
  nChanged 2
		SP:Iteration 36Q (2399.430000 sec): 3 clusters
  Score: Raw -178462.293473 + Penalty 2408.362807 = -176053.930666
  nChanged 3
		SP:Iteration 37Q (2399.430000 sec): 3 clusters
  Score: Raw -178463.677196 + Penalty 2408.362807 = -176055.314390
  nChanged 3
		SP:Iteration 38Q (2399.430000 sec): 3 clusters
  Score: Raw -178465.155674 + Penalty 2408.362807 = -176056.792867
  nChanged 1
		SP:Iteration 39Q (2399.430000 sec): 3 clusters
  Score: Raw -178466.093546 + Penalty 2408.362807 = -176057.730739
  nChanged 4
		SP:Iteration 40F (2399.440000 sec): 3 clusters
  Score: Raw -178469.342814 + Penalty 2408.362807 = -176060.980007
  nChanged 5
		SP:Iteration 41Q (2399.440000 sec): 3 clusters
  Score: Raw -178474.744465 + Penalty 2408.362807 = -176066.381659
  nChanged 4
		SP:Iteration 42Q (2399.450000 sec): 3 clusters
  Score: Raw -178478.438552 + Penalty 2408.362807 = -176070.075745
  nChanged 7
		SP:Iteration 43Q (2399.450000 sec): 3 clusters
  Score: Raw -178483.537472 + Penalty 2408.362807 = -176075.174665
  nChanged 6
		SP:Iteration 44Q (2399.450000 sec): 3 clusters
  Score: Raw -178487.431155 + Penalty 2408.362807 = -176079.068348
  nChanged 2
		SP:Iteration 45Q (2399.450000 sec): 3 clusters
  Score: Raw -178496.211805 + Penalty 2408.362807 = -176087.848999
  nChanged 0
		SP:Iteration 46F (2399.460000 sec): 3 clusters
  Score: Raw -178496.211805 + Penalty 2408.362807 = -176087.848999
  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 12.42 GB.

 Trying to split cluster 38 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2399.470000 sec): 2 clusters
  Score: Raw -156299.492097 + Penalty 1175.670993 = -155123.821103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2399.470000 sec): 3 clusters
  Score: Raw -155786.182448 + Penalty 2351.341987 = -153434.840461
  nChanged 466
		SP:Iteration 1F (2399.480000 sec): 3 clusters
  Score: Raw -156144.351098 + Penalty 2351.341987 = -153793.009111
  nChanged 106
		SP:Iteration 2F (2399.480000 sec): 3 clusters
  Score: Raw -156224.608947 + Penalty 2351.341987 = -153873.266961
  nChanged 41
		SP:Iteration 3Q (2399.480000 sec): 3 clusters
  Score: Raw -156255.208051 + Penalty 2351.341987 = -153903.866065
  nChanged 34
		SP:Iteration 4Q (2399.490000 sec): 3 clusters
  Score: Raw -156288.419009 + Penalty 2351.341987 = -153937.077022
  nChanged 35
		SP:Iteration 5Q (2399.490000 sec): 3 clusters
  Score: Raw -156312.381552 + Penalty 2351.341987 = -153961.039566
  nChanged 16
		SP:Iteration 6Q (2399.490000 sec): 3 clusters
  Score: Raw -156323.341611 + Penalty 2351.341987 = -153971.999624
  nChanged 17
		SP:Iteration 7Q (2399.500000 sec): 3 clusters
  Score: Raw -156333.365478 + Penalty 2351.341987 = -153982.023492
  nChanged 18
		SP:Iteration 8Q (2399.500000 sec): 3 clusters
  Score: Raw -156345.135654 + Penalty 2351.341987 = -153993.793667
  nChanged 13
		SP:Iteration 9Q (2399.500000 sec): 3 clusters
  Score: Raw -156354.296380 + Penalty 2351.341987 = -154002.954394
  nChanged 14
		SP:Iteration 10Q (2399.510000 sec): 3 clusters
  Score: Raw -156369.723336 + Penalty 2351.341987 = -154018.381349
  nChanged 15
		SP:Iteration 11Q (2399.510000 sec): 3 clusters
  Score: Raw -156384.325441 + Penalty 2351.341987 = -154032.983454
  nChanged 16
		SP:Iteration 12Q (2399.510000 sec): 3 clusters
  Score: Raw -156397.728533 + Penalty 2351.341987 = -154046.386546
  nChanged 15
		SP:Iteration 13Q (2399.520000 sec): 3 clusters
  Score: Raw -156406.136145 + Penalty 2351.341987 = -154054.794159
  nChanged 10
		SP:Iteration 14Q (2399.520000 sec): 3 clusters
  Score: Raw -156409.739665 + Penalty 2351.341987 = -154058.397679
  nChanged 4
		SP:Iteration 15Q (2399.520000 sec): 3 clusters
  Score: Raw -156411.697390 + Penalty 2351.341987 = -154060.355404
  nChanged 5
		SP:Iteration 16Q (2399.530000 sec): 3 clusters
  Score: Raw -156413.195353 + Penalty 2351.341987 = -154061.853366
  nChanged 5
		SP:Iteration 17Q (2399.530000 sec): 3 clusters
  Score: Raw -156416.045087 + Penalty 2351.341987 = -154064.703100
  nChanged 4
		SP:Iteration 18Q (2399.530000 sec): 3 clusters
  Score: Raw -156417.301404 + Penalty 2351.341987 = -154065.959418
  nChanged 5
		SP:Iteration 19Q (2399.540000 sec): 3 clusters
  Score: Raw -156419.876826 + Penalty 2351.341987 = -154068.534839
  nChanged 4
		SP:Iteration 20F (2399.540000 sec): 3 clusters
  Score: Raw -156421.209189 + Penalty 2351.341987 = -154069.867203
  nChanged 4
		SP:Iteration 21Q (2399.550000 sec): 3 clusters
  Score: Raw -156425.527192 + Penalty 2351.341987 = -154074.185206
  nChanged 9
		SP:Iteration 22Q (2399.550000 sec): 3 clusters
  Score: Raw -156433.215195 + Penalty 2351.341987 = -154081.873208
  nChanged 9
		SP:Iteration 23Q (2399.550000 sec): 3 clusters
  Score: Raw -156441.449099 + Penalty 2351.341987 = -154090.107113
  nChanged 9
		SP:Iteration 24Q (2399.550000 sec): 3 clusters
  Score: Raw -156448.081935 + Penalty 2351.341987 = -154096.739948
  nChanged 7
		SP:Iteration 25Q (2399.560000 sec): 3 clusters
  Score: Raw -156454.037568 + Penalty 2351.341987 = -154102.695581
  nChanged 6
		SP:Iteration 26Q (2399.560000 sec): 3 clusters
  Score: Raw -156460.159070 + Penalty 2351.341987 = -154108.817083
  nChanged 8
		SP:Iteration 27Q (2399.570000 sec): 3 clusters
  Score: Raw -156465.752209 + Penalty 2351.341987 = -154114.410223
  nChanged 7
		SP:Iteration 28Q (2399.570000 sec): 3 clusters
  Score: Raw -156473.037722 + Penalty 2351.341987 = -154121.695735
  nChanged 8
		SP:Iteration 29Q (2399.570000 sec): 3 clusters
  Score: Raw -156478.198162 + Penalty 2351.341987 = -154126.856175
  nChanged 2
		SP:Iteration 30Q (2399.570000 sec): 3 clusters
  Score: Raw -156482.483034 + Penalty 2351.341987 = -154131.141047
  nChanged 5
		SP:Iteration 31Q (2399.580000 sec): 3 clusters
  Score: Raw -156487.518715 + Penalty 2351.341987 = -154136.176728
  nChanged 6
		SP:Iteration 32Q (2399.580000 sec): 3 clusters
  Score: Raw -156491.367265 + Penalty 2351.341987 = -154140.025279
  nChanged 4
		SP:Iteration 33Q (2399.590000 sec): 3 clusters
  Score: Raw -156493.736405 + Penalty 2351.341987 = -154142.394419
  nChanged 5
		SP:Iteration 34Q (2399.590000 sec): 3 clusters
  Score: Raw -156496.536357 + Penalty 2351.341987 = -154145.194370
  nChanged 2
		SP:Iteration 35Q (2399.590000 sec): 3 clusters
  Score: Raw -156497.359349 + Penalty 2351.341987 = -154146.017363
  nChanged 2
		SP:Iteration 36Q (2399.590000 sec): 3 clusters
  Score: Raw -156498.368869 + Penalty 2351.341987 = -154147.026882
  nChanged 1
		SP:Iteration 37Q (2399.600000 sec): 3 clusters
  Score: Raw -156498.938854 + Penalty 2351.341987 = -154147.596867
  nChanged 2
		SP:Iteration 38Q (2399.600000 sec): 3 clusters
  Score: Raw -156499.811099 + Penalty 2351.341987 = -154148.469113
  nChanged 0
		SP:Iteration 39F (2399.610000 sec): 3 clusters
  Score: Raw -156499.811099 + Penalty 2351.341987 = -154148.469113
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2399.610000 sec): 2 clusters
  Score: Raw -261108.931112 + Penalty 1254.502915 = -259854.428197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2399.620000 sec): 3 clusters
  Score: Raw -260103.742112 + Penalty 2509.005831 = -257594.736281
  nChanged 788
		SP:Iteration 1F (2399.630000 sec): 3 clusters
  Score: Raw -260802.430252 + Penalty 2509.005831 = -258293.424422
  nChanged 220
		SP:Iteration 2F (2399.630000 sec): 3 clusters
  Score: Raw -261236.411464 + Penalty 2509.005831 = -258727.405633
  nChanged 220
		SP:Iteration 3F (2399.640000 sec): 3 clusters
  Score: Raw -261457.996120 + Penalty 2509.005831 = -258948.990290
  nChanged 154
		SP:Iteration 4F (2399.640000 sec): 3 clusters
  Score: Raw -261595.900555 + Penalty 2509.005831 = -259086.894724
  nChanged 113
		SP:Iteration 5F (2399.650000 sec): 3 clusters
  Score: Raw -261698.941015 + Penalty 2509.005831 = -259189.935184
  nChanged 90
		SP:Iteration 6Q (2399.650000 sec): 3 clusters
  Score: Raw -261788.067615 + Penalty 2509.005831 = -259279.061784
  nChanged 72
		SP:Iteration 7Q (2399.660000 sec): 3 clusters
  Score: Raw -261869.024749 + Penalty 2509.005831 = -259360.018918
  nChanged 56
		SP:Iteration 8Q (2399.660000 sec): 3 clusters
  Score: Raw -261937.252021 + Penalty 2509.005831 = -259428.246190
  nChanged 38
		SP:Iteration 9Q (2399.670000 sec): 3 clusters
  Score: Raw -261983.280871 + Penalty 2509.005831 = -259474.275040
  nChanged 31
		SP:Iteration 10Q (2399.670000 sec): 3 clusters
  Score: Raw -262017.260947 + Penalty 2509.005831 = -259508.255116
  nChanged 19
		SP:Iteration 11Q (2399.680000 sec): 3 clusters
  Score: Raw -262036.594598 + Penalty 2509.005831 = -259527.588768
  nChanged 13
		SP:Iteration 12Q (2399.680000 sec): 3 clusters
  Score: Raw -262049.334201 + Penalty 2509.005831 = -259540.328370
  nChanged 12
		SP:Iteration 13Q (2399.690000 sec): 3 clusters
  Score: Raw -262061.378829 + Penalty 2509.005831 = -259552.372999
  nChanged 7
		SP:Iteration 14Q (2399.690000 sec): 3 clusters
  Score: Raw -262068.753218 + Penalty 2509.005831 = -259559.747387
  nChanged 8
		SP:Iteration 15Q (2399.700000 sec): 3 clusters
  Score: Raw -262076.624629 + Penalty 2509.005831 = -259567.618799
  nChanged 8
		SP:Iteration 16Q (2399.700000 sec): 3 clusters
  Score: Raw -262083.479294 + Penalty 2509.005831 = -259574.473463
  nChanged 5
		SP:Iteration 17Q (2399.710000 sec): 3 clusters
  Score: Raw -262086.996972 + Penalty 2509.005831 = -259577.991141
  nChanged 5
		SP:Iteration 18Q (2399.710000 sec): 3 clusters
  Score: Raw -262091.270374 + Penalty 2509.005831 = -259582.264543
  nChanged 1
		SP:Iteration 19Q (2399.720000 sec): 3 clusters
  Score: Raw -262092.226008 + Penalty 2509.005831 = -259583.220177
  nChanged 1
		SP:Iteration 20F (2399.720000 sec): 3 clusters
  Score: Raw -262093.271218 + Penalty 2509.005831 = -259584.265387
  nChanged 1
		SP:Iteration 21Q (2399.730000 sec): 3 clusters
  Score: Raw -262093.747474 + Penalty 2509.005831 = -259584.741644
  nChanged 0
		SP:Iteration 22F (2399.730000 sec): 3 clusters
  Score: Raw -262093.747474 + Penalty 2509.005831 = -259584.741644
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (7053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2399.760000 sec): 2 clusters
  Score: Raw -813711.905681 + Penalty 1439.946355 = -812271.959326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2399.780000 sec): 3 clusters
  Score: Raw -809925.945875 + Penalty 2879.892710 = -807046.053165
  nChanged 2944
		SP:Iteration 1F (2399.790000 sec): 3 clusters
  Score: Raw -811522.512392 + Penalty 2879.892710 = -808642.619683
  nChanged 453
		SP:Iteration 2F (2399.810000 sec): 3 clusters
  Score: Raw -811754.292425 + Penalty 2879.892710 = -808874.399715
  nChanged 393
		SP:Iteration 3F (2399.830000 sec): 3 clusters
  Score: Raw -811939.697212 + Penalty 2879.892710 = -809059.804502
  nChanged 323
		SP:Iteration 4Q (2399.850000 sec): 3 clusters
  Score: Raw -812083.535543 + Penalty 2879.892710 = -809203.642833
  nChanged 266
		SP:Iteration 5Q (2399.870000 sec): 3 clusters
  Score: Raw -812191.354939 + Penalty 2879.892710 = -809311.462229
  nChanged 213
		SP:Iteration 6Q (2399.880000 sec): 3 clusters
  Score: Raw -812278.445774 + Penalty 2879.892710 = -809398.553065
  nChanged 194
		SP:Iteration 7Q (2399.900000 sec): 3 clusters
  Score: Raw -812360.686706 + Penalty 2879.892710 = -809480.793996
  nChanged 186
		SP:Iteration 8Q (2399.920000 sec): 3 clusters
  Score: Raw -812441.176246 + Penalty 2879.892710 = -809561.283536
  nChanged 169
		SP:Iteration 9Q (2399.940000 sec): 3 clusters
  Score: Raw -812513.734393 + Penalty 2879.892710 = -809633.841683
  nChanged 164
		SP:Iteration 10Q (2399.950000 sec): 3 clusters
  Score: Raw -812590.127429 + Penalty 2879.892710 = -809710.234720
  nChanged 171
		SP:Iteration 11Q (2399.970000 sec): 3 clusters
  Score: Raw -812666.347832 + Penalty 2879.892710 = -809786.455123
  nChanged 160
		SP:Iteration 12Q (2399.990000 sec): 3 clusters
  Score: Raw -812729.727206 + Penalty 2879.892710 = -809849.834497
  nChanged 138
		SP:Iteration 13Q (2400.010000 sec): 3 clusters
  Score: Raw -812791.860545 + Penalty 2879.892710 = -809911.967835
  nChanged 157
		SP:Iteration 14Q (2400.030000 sec): 3 clusters
  Score: Raw -812871.027923 + Penalty 2879.892710 = -809991.135214
  nChanged 175
		SP:Iteration 15Q (2400.040000 sec): 3 clusters
  Score: Raw -812950.493472 + Penalty 2879.892710 = -810070.600762
  nChanged 165
		SP:Iteration 16Q (2400.060000 sec): 3 clusters
  Score: Raw -813025.858297 + Penalty 2879.892710 = -810145.965588
  nChanged 157
		SP:Iteration 17Q (2400.080000 sec): 3 clusters
  Score: Raw -813103.336543 + Penalty 2879.892710 = -810223.443833
  nChanged 158
		SP:Iteration 18Q (2400.090000 sec): 3 clusters
  Score: Raw -813184.928478 + Penalty 2879.892710 = -810305.035768
  nChanged 140
		SP:Iteration 19Q (2400.110000 sec): 3 clusters
  Score: Raw -813259.697515 + Penalty 2879.892710 = -810379.804806
  nChanged 163
		SP:Iteration 20F (2400.130000 sec): 3 clusters
  Score: Raw -813341.436626 + Penalty 2879.892710 = -810461.543917
  nChanged 148
		SP:Iteration 21Q (2400.150000 sec): 3 clusters
  Score: Raw -813415.535505 + Penalty 2879.892710 = -810535.642796
  nChanged 128
		SP:Iteration 22Q (2400.160000 sec): 3 clusters
  Score: Raw -813483.080222 + Penalty 2879.892710 = -810603.187512
  nChanged 130
		SP:Iteration 23Q (2400.170000 sec): 3 clusters
  Score: Raw -813560.439094 + Penalty 2879.892710 = -810680.546384
  nChanged 128
		SP:Iteration 24Q (2400.190000 sec): 3 clusters
  Score: Raw -813633.990560 + Penalty 2879.892710 = -810754.097851
  nChanged 117
		SP:Iteration 25Q (2400.210000 sec): 3 clusters
  Score: Raw -813706.462569 + Penalty 2879.892710 = -810826.569859
  nChanged 95
		SP:Iteration 26Q (2400.220000 sec): 3 clusters
  Score: Raw -813768.853929 + Penalty 2879.892710 = -810888.961220
  nChanged 86
		SP:Iteration 27Q (2400.240000 sec): 3 clusters
  Score: Raw -813819.781298 + Penalty 2879.892710 = -810939.888588
  nChanged 74
		SP:Iteration 28Q (2400.250000 sec): 3 clusters
  Score: Raw -813867.499251 + Penalty 2879.892710 = -810987.606542
  nChanged 70
		SP:Iteration 29Q (2400.270000 sec): 3 clusters
  Score: Raw -813907.347529 + Penalty 2879.892710 = -811027.454820
  nChanged 47
		SP:Iteration 30Q (2400.280000 sec): 3 clusters
  Score: Raw -813928.111083 + Penalty 2879.892710 = -811048.218373
  nChanged 34
		SP:Iteration 31Q (2400.290000 sec): 3 clusters
  Score: Raw -813943.574466 + Penalty 2879.892710 = -811063.681756
  nChanged 31
		SP:Iteration 32Q (2400.310000 sec): 3 clusters
  Score: Raw -813958.746314 + Penalty 2879.892710 = -811078.853604
  nChanged 27
		SP:Iteration 33Q (2400.320000 sec): 3 clusters
  Score: Raw -813971.046019 + Penalty 2879.892710 = -811091.153309
  nChanged 22
		SP:Iteration 34Q (2400.330000 sec): 3 clusters
  Score: Raw -813982.163272 + Penalty 2879.892710 = -811102.270563
  nChanged 17
		SP:Iteration 35Q (2400.350000 sec): 3 clusters
  Score: Raw -813989.425863 + Penalty 2879.892710 = -811109.533153
  nChanged 17
		SP:Iteration 36Q (2400.360000 sec): 3 clusters
  Score: Raw -814000.210903 + Penalty 2879.892710 = -811120.318193
  nChanged 27
		SP:Iteration 37Q (2400.370000 sec): 3 clusters
  Score: Raw -814016.005013 + Penalty 2879.892710 = -811136.112304
  nChanged 16
		SP:Iteration 38Q (2400.390000 sec): 3 clusters
  Score: Raw -814025.059715 + Penalty 2879.892710 = -811145.167006
  nChanged 12
		SP:Iteration 39Q (2400.400000 sec): 3 clusters
  Score: Raw -814031.247843 + Penalty 2879.892710 = -811151.355134
  nChanged 11
		SP:Iteration 40F (2400.420000 sec): 3 clusters
  Score: Raw -814035.703659 + Penalty 2879.892710 = -811155.810949
  nChanged 7
		SP:Iteration 41Q (2400.430000 sec): 3 clusters
  Score: Raw -814038.716750 + Penalty 2879.892710 = -811158.824040
  nChanged 8
		SP:Iteration 42Q (2400.450000 sec): 3 clusters
  Score: Raw -814043.100338 + Penalty 2879.892710 = -811163.207628
  nChanged 4
		SP:Iteration 43Q (2400.460000 sec): 3 clusters
  Score: Raw -814046.261805 + Penalty 2879.892710 = -811166.369095
  nChanged 5
		SP:Iteration 44Q (2400.470000 sec): 3 clusters
  Score: Raw -814050.148342 + Penalty 2879.892710 = -811170.255632
  nChanged 5
		SP:Iteration 45Q (2400.490000 sec): 3 clusters
  Score: Raw -814053.206298 + Penalty 2879.892710 = -811173.313589
  nChanged 2
		SP:Iteration 46Q (2400.500000 sec): 3 clusters
  Score: Raw -814054.460927 + Penalty 2879.892710 = -811174.568218
  nChanged 3
		SP:Iteration 47Q (2400.510000 sec): 3 clusters
  Score: Raw -814055.848647 + Penalty 2879.892710 = -811175.955937
  nChanged 3
		SP:Iteration 48Q (2400.530000 sec): 3 clusters
  Score: Raw -814056.556049 + Penalty 2879.892710 = -811176.663339
  nChanged 2
		SP:Iteration 49Q (2400.540000 sec): 3 clusters
  Score: Raw -814057.235350 + Penalty 2879.892710 = -811177.342640
  nChanged 3
		SP:Iteration 50Q (2400.550000 sec): 3 clusters
  Score: Raw -814058.551010 + Penalty 2879.892710 = -811178.658301
  nChanged 1
		SP:Iteration 51Q (2400.570000 sec): 3 clusters
  Score: Raw -814059.299546 + Penalty 2879.892710 = -811179.406836
  nChanged 4
		SP:Iteration 52Q (2400.580000 sec): 3 clusters
  Score: Raw -814062.455895 + Penalty 2879.892710 = -811182.563186
  nChanged 2
		SP:Iteration 53Q (2400.600000 sec): 3 clusters
  Score: Raw -814063.344830 + Penalty 2879.892710 = -811183.452121
  nChanged 1
		SP:Iteration 54Q (2400.610000 sec): 3 clusters
  Score: Raw -814063.603226 + Penalty 2879.892710 = -811183.710517
  nChanged 1
		SP:Iteration 55Q (2400.630000 sec): 3 clusters
  Score: Raw -814064.165275 + Penalty 2879.892710 = -811184.272565
  nChanged 2
		SP:Iteration 56Q (2400.640000 sec): 3 clusters
  Score: Raw -814065.146056 + Penalty 2879.892710 = -811185.253346
  nChanged 1
		SP:Iteration 57Q (2400.650000 sec): 3 clusters
  Score: Raw -814065.901485 + Penalty 2879.892710 = -811186.008775
  nChanged 2
		SP:Iteration 58Q (2400.670000 sec): 3 clusters
  Score: Raw -814067.070746 + Penalty 2879.892710 = -811187.178037
  nChanged 2
		SP:Iteration 59Q (2400.680000 sec): 3 clusters
  Score: Raw -814068.503595 + Penalty 2879.892710 = -811188.610886
  nChanged 2
		SP:Iteration 60F (2400.700000 sec): 3 clusters
  Score: Raw -814069.373334 + Penalty 2879.892710 = -811189.480624
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 41 (396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2400.710000 sec): 2 clusters
  Score: Raw -42845.570317 + Penalty 971.979809 = -41873.590508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2400.710000 sec): 3 clusters
  Score: Raw -42932.770436 + Penalty 1943.959619 = -40988.810818
  nChanged 80
		SP:Iteration 1F (2400.710000 sec): 3 clusters
  Score: Raw -43104.961258 + Penalty 1943.959619 = -41161.001639
  nChanged 21
		SP:Iteration 2F (2400.710000 sec): 3 clusters
  Score: Raw -43160.336393 + Penalty 1943.959619 = -41216.376774
  nChanged 12
		SP:Iteration 3Q (2400.710000 sec): 3 clusters
  Score: Raw -43182.035434 + Penalty 1943.959619 = -41238.075815
  nChanged 4
		SP:Iteration 4Q (2400.710000 sec): 3 clusters
  Score: Raw -43187.835083 + Penalty 1943.959619 = -41243.875464
  nChanged 2
		SP:Iteration 5Q (2400.710000 sec): 3 clusters
  Score: Raw -43190.206599 + Penalty 1943.959619 = -41246.246981
  nChanged 1
		SP:Iteration 6Q (2400.710000 sec): 3 clusters
  Score: Raw -43191.291539 + Penalty 1943.959619 = -41247.331920
  nChanged 0
		SP:Iteration 7F (2400.710000 sec): 3 clusters
  Score: Raw -43191.291539 + Penalty 1943.959619 = -41247.331920
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 42 (10646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2400.750000 sec): 2 clusters
  Score: Raw -1245177.011356 + Penalty 1506.852671 = -1243670.158685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2400.770000 sec): 3 clusters
  Score: Raw -1239061.340233 + Penalty 3013.705342 = -1236047.634891
  nChanged 4634
		SP:Iteration 1F (2400.800000 sec): 3 clusters
  Score: Raw -1241635.661565 + Penalty 3013.705342 = -1238621.956223
  nChanged 705
		SP:Iteration 2F (2400.830000 sec): 3 clusters
  Score: Raw -1242005.290836 + Penalty 3013.705342 = -1238991.585494
  nChanged 621
		SP:Iteration 3F (2400.860000 sec): 3 clusters
  Score: Raw -1242348.957938 + Penalty 3013.705342 = -1239335.252596
  nChanged 565
		SP:Iteration 4F (2400.880000 sec): 3 clusters
  Score: Raw -1242647.617398 + Penalty 3013.705342 = -1239633.912056
  nChanged 529
		SP:Iteration 5Q (2400.910000 sec): 3 clusters
  Score: Raw -1242933.972751 + Penalty 3013.705342 = -1239920.267409
  nChanged 514
		SP:Iteration 6Q (2400.940000 sec): 3 clusters
  Score: Raw -1243257.068337 + Penalty 3013.705342 = -1240243.362995
  nChanged 522
		SP:Iteration 7Q (2400.960000 sec): 3 clusters
  Score: Raw -1243628.595296 + Penalty 3013.705342 = -1240614.889954
  nChanged 527
		SP:Iteration 8Q (2400.990000 sec): 3 clusters
  Score: Raw -1244040.294520 + Penalty 3013.705342 = -1241026.589178
  nChanged 474
		SP:Iteration 9Q (2401.010000 sec): 3 clusters
  Score: Raw -1244443.639203 + Penalty 3013.705342 = -1241429.933861
  nChanged 442
		SP:Iteration 10Q (2401.040000 sec): 3 clusters
  Score: Raw -1244820.603621 + Penalty 3013.705342 = -1241806.898279
  nChanged 340
		SP:Iteration 11Q (2401.070000 sec): 3 clusters
  Score: Raw -1245048.984874 + Penalty 3013.705342 = -1242035.279532
  nChanged 216
		SP:Iteration 12Q (2401.090000 sec): 3 clusters
  Score: Raw -1245172.468595 + Penalty 3013.705342 = -1242158.763253
  nChanged 161
		SP:Iteration 13Q (2401.110000 sec): 3 clusters
  Score: Raw -1245255.426921 + Penalty 3013.705342 = -1242241.721579
  nChanged 133
		SP:Iteration 14Q (2401.140000 sec): 3 clusters
  Score: Raw -1245327.829896 + Penalty 3013.705342 = -1242314.124554
  nChanged 109
		SP:Iteration 15Q (2401.160000 sec): 3 clusters
  Score: Raw -1245382.843292 + Penalty 3013.705342 = -1242369.137950
  nChanged 99
		SP:Iteration 16Q (2401.190000 sec): 3 clusters
  Score: Raw -1245433.265118 + Penalty 3013.705342 = -1242419.559776
  nChanged 89
		SP:Iteration 17Q (2401.210000 sec): 3 clusters
  Score: Raw -1245480.737431 + Penalty 3013.705342 = -1242467.032089
  nChanged 77
		SP:Iteration 18Q (2401.230000 sec): 3 clusters
  Score: Raw -1245520.108545 + Penalty 3013.705342 = -1242506.403203
  nChanged 62
		SP:Iteration 19Q (2401.250000 sec): 3 clusters
  Score: Raw -1245548.266089 + Penalty 3013.705342 = -1242534.560747
  nChanged 57
		SP:Iteration 20F (2401.280000 sec): 3 clusters
  Score: Raw -1245578.737164 + Penalty 3013.705342 = -1242565.031822
  nChanged 66
		SP:Iteration 21Q (2401.300000 sec): 3 clusters
  Score: Raw -1245611.135172 + Penalty 3013.705342 = -1242597.429830
  nChanged 58
		SP:Iteration 22Q (2401.320000 sec): 3 clusters
  Score: Raw -1245639.620445 + Penalty 3013.705342 = -1242625.915103
  nChanged 54
		SP:Iteration 23Q (2401.350000 sec): 3 clusters
  Score: Raw -1245659.664993 + Penalty 3013.705342 = -1242645.959651
  nChanged 36
		SP:Iteration 24Q (2401.370000 sec): 3 clusters
  Score: Raw -1245670.866477 + Penalty 3013.705342 = -1242657.161135
  nChanged 29
		SP:Iteration 25Q (2401.390000 sec): 3 clusters
  Score: Raw -1245678.218883 + Penalty 3013.705342 = -1242664.513541
  nChanged 19
		SP:Iteration 26Q (2401.410000 sec): 3 clusters
  Score: Raw -1245683.448789 + Penalty 3013.705342 = -1242669.743447
  nChanged 13
		SP:Iteration 27Q (2401.430000 sec): 3 clusters
  Score: Raw -1245686.277138 + Penalty 3013.705342 = -1242672.571796
  nChanged 16
		SP:Iteration 28Q (2401.450000 sec): 3 clusters
  Score: Raw -1245689.947191 + Penalty 3013.705342 = -1242676.241849
  nChanged 14
		SP:Iteration 29Q (2401.470000 sec): 3 clusters
  Score: Raw -1245692.813621 + Penalty 3013.705342 = -1242679.108279
  nChanged 8
		SP:Iteration 30Q (2401.500000 sec): 3 clusters
  Score: Raw -1245694.503193 + Penalty 3013.705342 = -1242680.797851
  nChanged 9
		SP:Iteration 31Q (2401.520000 sec): 3 clusters
  Score: Raw -1245696.153928 + Penalty 3013.705342 = -1242682.448586
  nChanged 7
		SP:Iteration 32Q (2401.540000 sec): 3 clusters
  Score: Raw -1245697.693368 + Penalty 3013.705342 = -1242683.988026
  nChanged 7
		SP:Iteration 33Q (2401.560000 sec): 3 clusters
  Score: Raw -1245700.147776 + Penalty 3013.705342 = -1242686.442434
  nChanged 11
		SP:Iteration 34Q (2401.580000 sec): 3 clusters
  Score: Raw -1245702.048572 + Penalty 3013.705342 = -1242688.343230
  nChanged 2
		SP:Iteration 35Q (2401.610000 sec): 3 clusters
  Score: Raw -1245702.553301 + Penalty 3013.705342 = -1242688.847959
  nChanged 2
		SP:Iteration 36Q (2401.630000 sec): 3 clusters
  Score: Raw -1245703.225816 + Penalty 3013.705342 = -1242689.520474
  nChanged 4
		SP:Iteration 37Q (2401.650000 sec): 3 clusters
  Score: Raw -1245704.280319 + Penalty 3013.705342 = -1242690.574977
  nChanged 2
		SP:Iteration 38Q (2401.670000 sec): 3 clusters
  Score: Raw -1245704.629630 + Penalty 3013.705342 = -1242690.924288
  nChanged 0
		SP:Iteration 39F (2401.700000 sec): 3 clusters
  Score: Raw -1245704.629630 + Penalty 3013.705342 = -1242690.924288
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (13570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2401.740000 sec): 2 clusters
  Score: Raw -1459872.716026 + Penalty 1546.287722 = -1458326.428304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2401.770000 sec): 3 clusters
  Score: Raw -1451939.232232 + Penalty 3092.575445 = -1448846.656787
  nChanged 6034
		SP:Iteration 1F (2401.810000 sec): 3 clusters
  Score: Raw -1455545.860742 + Penalty 3092.575445 = -1452453.285297
  nChanged 1030
		SP:Iteration 2F (2401.850000 sec): 3 clusters
  Score: Raw -1456313.953280 + Penalty 3092.575445 = -1453221.377836
  nChanged 1020
		SP:Iteration 3F (2401.880000 sec): 3 clusters
  Score: Raw -1457048.063255 + Penalty 3092.575445 = -1453955.487810
  nChanged 969
		SP:Iteration 4F (2401.910000 sec): 3 clusters
  Score: Raw -1457742.790759 + Penalty 3092.575445 = -1454650.215314
  nChanged 850
		SP:Iteration 5F (2401.950000 sec): 3 clusters
  Score: Raw -1458302.048067 + Penalty 3092.575445 = -1455209.472622
  nChanged 716
		SP:Iteration 6F (2401.980000 sec): 3 clusters
  Score: Raw -1458739.084922 + Penalty 3092.575445 = -1455646.509478
  nChanged 598
		SP:Iteration 7Q (2402.020000 sec): 3 clusters
  Score: Raw -1459088.929328 + Penalty 3092.575445 = -1455996.353883
  nChanged 520
		SP:Iteration 8Q (2402.050000 sec): 3 clusters
  Score: Raw -1459348.050572 + Penalty 3092.575445 = -1456255.475127
  nChanged 416
		SP:Iteration 9Q (2402.080000 sec): 3 clusters
  Score: Raw -1459527.826397 + Penalty 3092.575445 = -1456435.250952
  nChanged 354
		SP:Iteration 10Q (2402.120000 sec): 3 clusters
  Score: Raw -1459673.957597 + Penalty 3092.575445 = -1456581.382152
  nChanged 297
		SP:Iteration 11Q (2402.150000 sec): 3 clusters
  Score: Raw -1459786.952172 + Penalty 3092.575445 = -1456694.376727
  nChanged 230
		SP:Iteration 12Q (2402.180000 sec): 3 clusters
  Score: Raw -1459860.669982 + Penalty 3092.575445 = -1456768.094537
  nChanged 209
		SP:Iteration 13Q (2402.210000 sec): 3 clusters
  Score: Raw -1459928.524213 + Penalty 3092.575445 = -1456835.948768
  nChanged 198
		SP:Iteration 14Q (2402.250000 sec): 3 clusters
  Score: Raw -1459981.284902 + Penalty 3092.575445 = -1456888.709458
  nChanged 146
		SP:Iteration 15Q (2402.280000 sec): 3 clusters
  Score: Raw -1460021.175228 + Penalty 3092.575445 = -1456928.599783
  nChanged 147
		SP:Iteration 16Q (2402.310000 sec): 3 clusters
  Score: Raw -1460062.629938 + Penalty 3092.575445 = -1456970.054493
  nChanged 170
		SP:Iteration 17Q (2402.350000 sec): 3 clusters
  Score: Raw -1460118.524709 + Penalty 3092.575445 = -1457025.949265
  nChanged 169
		SP:Iteration 18Q (2402.380000 sec): 3 clusters
  Score: Raw -1460175.630594 + Penalty 3092.575445 = -1457083.055149
  nChanged 159
		SP:Iteration 19Q (2402.420000 sec): 3 clusters
  Score: Raw -1460230.661101 + Penalty 3092.575445 = -1457138.085657
  nChanged 159
		SP:Iteration 20F (2402.450000 sec): 3 clusters
  Score: Raw -1460283.163202 + Penalty 3092.575445 = -1457190.587757
  nChanged 151
		SP:Iteration 21Q (2402.490000 sec): 3 clusters
  Score: Raw -1460332.413409 + Penalty 3092.575445 = -1457239.837964
  nChanged 139
		SP:Iteration 22Q (2402.520000 sec): 3 clusters
  Score: Raw -1460380.204600 + Penalty 3092.575445 = -1457287.629156
  nChanged 128
		SP:Iteration 23Q (2402.550000 sec): 3 clusters
  Score: Raw -1460424.626395 + Penalty 3092.575445 = -1457332.050950
  nChanged 134
		SP:Iteration 24Q (2402.580000 sec): 3 clusters
  Score: Raw -1460469.502947 + Penalty 3092.575445 = -1457376.927502
  nChanged 148
		SP:Iteration 25Q (2402.610000 sec): 3 clusters
  Score: Raw -1460519.844595 + Penalty 3092.575445 = -1457427.269150
  nChanged 151
		SP:Iteration 26Q (2402.650000 sec): 3 clusters
  Score: Raw -1460567.661400 + Penalty 3092.575445 = -1457475.085955
  nChanged 139
		SP:Iteration 27Q (2402.680000 sec): 3 clusters
  Score: Raw -1460609.836508 + Penalty 3092.575445 = -1457517.261063
  nChanged 125
		SP:Iteration 28Q (2402.710000 sec): 3 clusters
  Score: Raw -1460643.991905 + Penalty 3092.575445 = -1457551.416460
  nChanged 124
		SP:Iteration 29Q (2402.740000 sec): 3 clusters
  Score: Raw -1460680.784782 + Penalty 3092.575445 = -1457588.209337
  nChanged 123
		SP:Iteration 30Q (2402.770000 sec): 3 clusters
  Score: Raw -1460714.696118 + Penalty 3092.575445 = -1457622.120673
  nChanged 130
		SP:Iteration 31Q (2402.800000 sec): 3 clusters
  Score: Raw -1460750.947215 + Penalty 3092.575445 = -1457658.371770
  nChanged 119
		SP:Iteration 32Q (2402.830000 sec): 3 clusters
  Score: Raw -1460785.381042 + Penalty 3092.575445 = -1457692.805597
  nChanged 112
		SP:Iteration 33Q (2402.860000 sec): 3 clusters
  Score: Raw -1460817.465826 + Penalty 3092.575445 = -1457724.890382
  nChanged 96
		SP:Iteration 34Q (2402.890000 sec): 3 clusters
  Score: Raw -1460848.869035 + Penalty 3092.575445 = -1457756.293591
  nChanged 103
		SP:Iteration 35Q (2402.930000 sec): 3 clusters
  Score: Raw -1460877.815257 + Penalty 3092.575445 = -1457785.239812
  nChanged 95
		SP:Iteration 36Q (2402.950000 sec): 3 clusters
  Score: Raw -1460903.769528 + Penalty 3092.575445 = -1457811.194083
  nChanged 97
		SP:Iteration 37Q (2402.990000 sec): 3 clusters
  Score: Raw -1460929.609659 + Penalty 3092.575445 = -1457837.034214
  nChanged 83
		SP:Iteration 38Q (2403.010000 sec): 3 clusters
  Score: Raw -1460953.715449 + Penalty 3092.575445 = -1457861.140005
  nChanged 74
		SP:Iteration 39Q (2403.050000 sec): 3 clusters
  Score: Raw -1460969.832868 + Penalty 3092.575445 = -1457877.257424
  nChanged 54
		SP:Iteration 40F (2403.080000 sec): 3 clusters
  Score: Raw -1460981.098135 + Penalty 3092.575445 = -1457888.522691
  nChanged 55
		SP:Iteration 41Q (2403.110000 sec): 3 clusters
  Score: Raw -1460991.176959 + Penalty 3092.575445 = -1457898.601514
  nChanged 48
		SP:Iteration 42Q (2403.140000 sec): 3 clusters
  Score: Raw -1461000.394172 + Penalty 3092.575445 = -1457907.818728
  nChanged 34
		SP:Iteration 43Q (2403.170000 sec): 3 clusters
  Score: Raw -1461006.743462 + Penalty 3092.575445 = -1457914.168017
  nChanged 30
		SP:Iteration 44Q (2403.200000 sec): 3 clusters
  Score: Raw -1461013.062762 + Penalty 3092.575445 = -1457920.487318
  nChanged 34
		SP:Iteration 45Q (2403.230000 sec): 3 clusters
  Score: Raw -1461020.188877 + Penalty 3092.575445 = -1457927.613432
  nChanged 26
		SP:Iteration 46Q (2403.260000 sec): 3 clusters
  Score: Raw -1461025.483895 + Penalty 3092.575445 = -1457932.908450
  nChanged 34
		SP:Iteration 47Q (2403.290000 sec): 3 clusters
  Score: Raw -1461032.211100 + Penalty 3092.575445 = -1457939.635656
  nChanged 31
		SP:Iteration 48Q (2403.320000 sec): 3 clusters
  Score: Raw -1461037.116530 + Penalty 3092.575445 = -1457944.541085
  nChanged 28
		SP:Iteration 49Q (2403.350000 sec): 3 clusters
  Score: Raw -1461042.088371 + Penalty 3092.575445 = -1457949.512927
  nChanged 29
		SP:Iteration 50Q (2403.370000 sec): 3 clusters
  Score: Raw -1461046.857680 + Penalty 3092.575445 = -1457954.282235
  nChanged 25
		SP:Iteration 51Q (2403.410000 sec): 3 clusters
  Score: Raw -1461051.979850 + Penalty 3092.575445 = -1457959.404406
  nChanged 32
		SP:Iteration 52Q (2403.430000 sec): 3 clusters
  Score: Raw -1461057.687606 + Penalty 3092.575445 = -1457965.112162
  nChanged 37
		SP:Iteration 53Q (2403.460000 sec): 3 clusters
  Score: Raw -1461064.594923 + Penalty 3092.575445 = -1457972.019478
  nChanged 27
		SP:Iteration 54Q (2403.490000 sec): 3 clusters
  Score: Raw -1461070.881033 + Penalty 3092.575445 = -1457978.305589
  nChanged 35
		SP:Iteration 55Q (2403.520000 sec): 3 clusters
  Score: Raw -1461077.516836 + Penalty 3092.575445 = -1457984.941391
  nChanged 26
		SP:Iteration 56Q (2403.550000 sec): 3 clusters
  Score: Raw -1461082.400133 + Penalty 3092.575445 = -1457989.824689
  nChanged 24
		SP:Iteration 57Q (2403.580000 sec): 3 clusters
  Score: Raw -1461085.826852 + Penalty 3092.575445 = -1457993.251407
  nChanged 18
		SP:Iteration 58Q (2403.610000 sec): 3 clusters
  Score: Raw -1461088.429437 + Penalty 3092.575445 = -1457995.853992
  nChanged 18
		SP:Iteration 59Q (2403.640000 sec): 3 clusters
  Score: Raw -1461090.750586 + Penalty 3092.575445 = -1457998.175141
  nChanged 13
		SP:Iteration 60F (2403.670000 sec): 3 clusters
  Score: Raw -1461092.529102 + Penalty 3092.575445 = -1457999.953657
  nChanged 11
		SP:Iteration 61Q (2403.700000 sec): 3 clusters
  Score: Raw -1461093.916286 + Penalty 3092.575445 = -1458001.340842
  nChanged 4
		SP:Iteration 62Q (2403.730000 sec): 3 clusters
  Score: Raw -1461094.389609 + Penalty 3092.575445 = -1458001.814164
  nChanged 5
		SP:Iteration 63Q (2403.760000 sec): 3 clusters
  Score: Raw -1461094.875469 + Penalty 3092.575445 = -1458002.300025
  nChanged 8
		SP:Iteration 64Q (2403.790000 sec): 3 clusters
  Score: Raw -1461096.090498 + Penalty 3092.575445 = -1458003.515054
  nChanged 9
		SP:Iteration 65Q (2403.820000 sec): 3 clusters
  Score: Raw -1461096.972264 + Penalty 3092.575445 = -1458004.396819
  nChanged 5
		SP:Iteration 66Q (2403.850000 sec): 3 clusters
  Score: Raw -1461097.452076 + Penalty 3092.575445 = -1458004.876632
  nChanged 4
		SP:Iteration 67Q (2403.880000 sec): 3 clusters
  Score: Raw -1461097.824261 + Penalty 3092.575445 = -1458005.248817
  nChanged 1
		SP:Iteration 68Q (2403.910000 sec): 3 clusters
  Score: Raw -1461098.000744 + Penalty 3092.575445 = -1458005.425299
  nChanged 1
		SP:Iteration 69Q (2403.940000 sec): 3 clusters
  Score: Raw -1461098.086077 + Penalty 3092.575445 = -1458005.510632
  nChanged 1
		SP:Iteration 70Q (2403.970000 sec): 3 clusters
  Score: Raw -1461098.244361 + Penalty 3092.575445 = -1458005.668916
  nChanged 3
		SP:Iteration 71Q (2404.000000 sec): 3 clusters
  Score: Raw -1461098.920676 + Penalty 3092.575445 = -1458006.345232
  nChanged 5
		SP:Iteration 72Q (2404.030000 sec): 3 clusters
  Score: Raw -1461099.806825 + Penalty 3092.575445 = -1458007.231381
  nChanged 3
		SP:Iteration 73Q (2404.070000 sec): 3 clusters
  Score: Raw -1461100.419158 + Penalty 3092.575445 = -1458007.843713
  nChanged 2
		SP:Iteration 74Q (2404.090000 sec): 3 clusters
  Score: Raw -1461100.828713 + Penalty 3092.575445 = -1458008.253269
  nChanged 3
		SP:Iteration 75Q (2404.130000 sec): 3 clusters
  Score: Raw -1461101.151560 + Penalty 3092.575445 = -1458008.576116
  nChanged 0
		SP:Iteration 76F (2404.160000 sec): 3 clusters
  Score: Raw -1461101.151560 + Penalty 3092.575445 = -1458008.576116
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 44 (3010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2404.180000 sec): 2 clusters
  Score: Raw -317212.945474 + Penalty 1301.575496 = -315911.369979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2404.190000 sec): 3 clusters
  Score: Raw -315824.766462 + Penalty 2603.150991 = -313221.615471
  nChanged 1157
		SP:Iteration 1F (2404.200000 sec): 3 clusters
  Score: Raw -316564.743090 + Penalty 2603.150991 = -313961.592098
  nChanged 225
		SP:Iteration 2F (2404.210000 sec): 3 clusters
  Score: Raw -316755.617406 + Penalty 2603.150991 = -314152.466415
  nChanged 193
		SP:Iteration 3F (2404.210000 sec): 3 clusters
  Score: Raw -316935.092262 + Penalty 2603.150991 = -314331.941271
  nChanged 176
		SP:Iteration 4F (2404.220000 sec): 3 clusters
  Score: Raw -317123.588927 + Penalty 2603.150991 = -314520.437936
  nChanged 180
		SP:Iteration 5F (2404.230000 sec): 3 clusters
  Score: Raw -317300.205511 + Penalty 2603.150991 = -314697.054520
  nChanged 156
		SP:Iteration 6F (2404.240000 sec): 3 clusters
  Score: Raw -317466.764684 + Penalty 2603.150991 = -314863.613693
  nChanged 141
		SP:Iteration 7Q (2404.240000 sec): 3 clusters
  Score: Raw -317591.788883 + Penalty 2603.150991 = -314988.637892
  nChanged 113
		SP:Iteration 8Q (2404.250000 sec): 3 clusters
  Score: Raw -317673.993486 + Penalty 2603.150991 = -315070.842495
  nChanged 84
		SP:Iteration 9Q (2404.260000 sec): 3 clusters
  Score: Raw -317737.016031 + Penalty 2603.150991 = -315133.865040
  nChanged 75
		SP:Iteration 10Q (2404.270000 sec): 3 clusters
  Score: Raw -317783.471615 + Penalty 2603.150991 = -315180.320624
  nChanged 57
		SP:Iteration 11Q (2404.270000 sec): 3 clusters
  Score: Raw -317824.401914 + Penalty 2603.150991 = -315221.250922
  nChanged 53
		SP:Iteration 12Q (2404.280000 sec): 3 clusters
  Score: Raw -317862.399526 + Penalty 2603.150991 = -315259.248535
  nChanged 48
		SP:Iteration 13Q (2404.290000 sec): 3 clusters
  Score: Raw -317886.763779 + Penalty 2603.150991 = -315283.612787
  nChanged 36
		SP:Iteration 14Q (2404.290000 sec): 3 clusters
  Score: Raw -317906.478023 + Penalty 2603.150991 = -315303.327032
  nChanged 23
		SP:Iteration 15Q (2404.300000 sec): 3 clusters
  Score: Raw -317916.952086 + Penalty 2603.150991 = -315313.801095
  nChanged 17
		SP:Iteration 16Q (2404.310000 sec): 3 clusters
  Score: Raw -317923.469422 + Penalty 2603.150991 = -315320.318431
  nChanged 6
		SP:Iteration 17Q (2404.310000 sec): 3 clusters
  Score: Raw -317925.025907 + Penalty 2603.150991 = -315321.874916
  nChanged 1
		SP:Iteration 18Q (2404.320000 sec): 3 clusters
  Score: Raw -317925.083196 + Penalty 2603.150991 = -315321.932205
  nChanged 0
		SP:Iteration 19F (2404.330000 sec): 3 clusters
  Score: Raw -317925.083196 + Penalty 2603.150991 = -315321.932205
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 45 (10764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2404.360000 sec): 2 clusters
  Score: Raw -1246871.718273 + Penalty 1508.643908 = -1245363.074364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2404.390000 sec): 3 clusters
  Score: Raw -1240696.489533 + Penalty 3017.287816 = -1237679.201716
  nChanged 4698
		SP:Iteration 1F (2404.420000 sec): 3 clusters
  Score: Raw -1243287.992571 + Penalty 3017.287816 = -1240270.704755
  nChanged 687
		SP:Iteration 2F (2404.450000 sec): 3 clusters
  Score: Raw -1243574.202894 + Penalty 3017.287816 = -1240556.915078
  nChanged 546
		SP:Iteration 3F (2404.470000 sec): 3 clusters
  Score: Raw -1243776.387735 + Penalty 3017.287816 = -1240759.099919
  nChanged 462
		SP:Iteration 4Q (2404.500000 sec): 3 clusters
  Score: Raw -1243948.083202 + Penalty 3017.287816 = -1240930.795386
  nChanged 423
		SP:Iteration 5Q (2404.530000 sec): 3 clusters
  Score: Raw -1244105.927704 + Penalty 3017.287816 = -1241088.639888
  nChanged 391
		SP:Iteration 6Q (2404.550000 sec): 3 clusters
  Score: Raw -1244257.996460 + Penalty 3017.287816 = -1241240.708644
  nChanged 406
		SP:Iteration 7Q (2404.580000 sec): 3 clusters
  Score: Raw -1244421.874455 + Penalty 3017.287816 = -1241404.586638
  nChanged 407
		SP:Iteration 8Q (2404.610000 sec): 3 clusters
  Score: Raw -1244602.861080 + Penalty 3017.287816 = -1241585.573264
  nChanged 425
		SP:Iteration 9Q (2404.630000 sec): 3 clusters
  Score: Raw -1244803.448202 + Penalty 3017.287816 = -1241786.160385
  nChanged 442
		SP:Iteration 10Q (2404.660000 sec): 3 clusters
  Score: Raw -1245040.060586 + Penalty 3017.287816 = -1242022.772769
  nChanged 460
		SP:Iteration 11Q (2404.690000 sec): 3 clusters
  Score: Raw -1245295.280790 + Penalty 3017.287816 = -1242277.992974
  nChanged 430
		SP:Iteration 12Q (2404.720000 sec): 3 clusters
  Score: Raw -1245537.224489 + Penalty 3017.287816 = -1242519.936672
  nChanged 389
		SP:Iteration 13Q (2404.740000 sec): 3 clusters
  Score: Raw -1245750.411455 + Penalty 3017.287816 = -1242733.123639
  nChanged 324
		SP:Iteration 14Q (2404.770000 sec): 3 clusters
  Score: Raw -1245933.960897 + Penalty 3017.287816 = -1242916.673080
  nChanged 296
		SP:Iteration 15Q (2404.800000 sec): 3 clusters
  Score: Raw -1246109.264233 + Penalty 3017.287816 = -1243091.976417
  nChanged 282
		SP:Iteration 16Q (2404.830000 sec): 3 clusters
  Score: Raw -1246296.375967 + Penalty 3017.287816 = -1243279.088150
  nChanged 252
		SP:Iteration 17Q (2404.850000 sec): 3 clusters
  Score: Raw -1246458.199701 + Penalty 3017.287816 = -1243440.911884
  nChanged 184
		SP:Iteration 18Q (2404.880000 sec): 3 clusters
  Score: Raw -1246560.939250 + Penalty 3017.287816 = -1243543.651433
  nChanged 132
		SP:Iteration 19Q (2404.910000 sec): 3 clusters
  Score: Raw -1246644.408728 + Penalty 3017.287816 = -1243627.120912
  nChanged 116
		SP:Iteration 20F (2404.930000 sec): 3 clusters
  Score: Raw -1246733.746828 + Penalty 3017.287816 = -1243716.459012
  nChanged 106
		SP:Iteration 21Q (2404.960000 sec): 3 clusters
  Score: Raw -1246817.047899 + Penalty 3017.287816 = -1243799.760083
  nChanged 79
		SP:Iteration 22Q (2404.980000 sec): 3 clusters
  Score: Raw -1246884.970423 + Penalty 3017.287816 = -1243867.682606
  nChanged 59
		SP:Iteration 23Q (2405.000000 sec): 3 clusters
  Score: Raw -1246936.046788 + Penalty 3017.287816 = -1243918.758972
  nChanged 40
		SP:Iteration 24Q (2405.030000 sec): 3 clusters
  Score: Raw -1246970.861658 + Penalty 3017.287816 = -1243953.573842
  nChanged 28
		SP:Iteration 25Q (2405.060000 sec): 3 clusters
  Score: Raw -1246994.680116 + Penalty 3017.287816 = -1243977.392299
  nChanged 21
		SP:Iteration 26Q (2405.080000 sec): 3 clusters
  Score: Raw -1247009.909558 + Penalty 3017.287816 = -1243992.621741
  nChanged 17
		SP:Iteration 27Q (2405.100000 sec): 3 clusters
  Score: Raw -1247027.118654 + Penalty 3017.287816 = -1244009.830838
  nChanged 12
		SP:Iteration 28Q (2405.120000 sec): 3 clusters
  Score: Raw -1247035.718975 + Penalty 3017.287816 = -1244018.431158
  nChanged 9
		SP:Iteration 29Q (2405.140000 sec): 3 clusters
  Score: Raw -1247042.390522 + Penalty 3017.287816 = -1244025.102705
  nChanged 11
		SP:Iteration 30Q (2405.160000 sec): 3 clusters
  Score: Raw -1247049.735201 + Penalty 3017.287816 = -1244032.447384
  nChanged 5
		SP:Iteration 31Q (2405.180000 sec): 3 clusters
  Score: Raw -1247054.968581 + Penalty 3017.287816 = -1244037.680765
  nChanged 3
		SP:Iteration 32Q (2405.200000 sec): 3 clusters
  Score: Raw -1247056.800802 + Penalty 3017.287816 = -1244039.512986
  nChanged 0
		SP:Iteration 33F (2405.230000 sec): 3 clusters
  Score: Raw -1247056.800802 + Penalty 3017.287816 = -1244039.512986
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2405.250000 sec): 2 clusters
  Score: Raw -500999.685776 + Penalty 1367.930788 = -499631.754987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2405.260000 sec): 3 clusters
  Score: Raw -498716.911308 + Penalty 2735.861576 = -495981.049732
  nChanged 1804
		SP:Iteration 1F (2405.270000 sec): 3 clusters
  Score: Raw -499754.476543 + Penalty 2735.861576 = -497018.614967
  nChanged 358
		SP:Iteration 2F (2405.280000 sec): 3 clusters
  Score: Raw -499977.056562 + Penalty 2735.861576 = -497241.194985
  nChanged 285
		SP:Iteration 3F (2405.290000 sec): 3 clusters
  Score: Raw -500140.183234 + Penalty 2735.861576 = -497404.321657
  nChanged 234
		SP:Iteration 4F (2405.300000 sec): 3 clusters
  Score: Raw -500305.480213 + Penalty 2735.861576 = -497569.618636
  nChanged 239
		SP:Iteration 5F (2405.320000 sec): 3 clusters
  Score: Raw -500485.016255 + Penalty 2735.861576 = -497749.154678
  nChanged 243
		SP:Iteration 6F (2405.330000 sec): 3 clusters
  Score: Raw -500663.631704 + Penalty 2735.861576 = -497927.770127
  nChanged 236
		SP:Iteration 7F (2405.340000 sec): 3 clusters
  Score: Raw -500826.795692 + Penalty 2735.861576 = -498090.934116
  nChanged 194
		SP:Iteration 8Q (2405.350000 sec): 3 clusters
  Score: Raw -500960.120454 + Penalty 2735.861576 = -498224.258878
  nChanged 166
		SP:Iteration 9Q (2405.360000 sec): 3 clusters
  Score: Raw -501061.698058 + Penalty 2735.861576 = -498325.836481
  nChanged 160
		SP:Iteration 10Q (2405.370000 sec): 3 clusters
  Score: Raw -501144.991379 + Penalty 2735.861576 = -498409.129802
  nChanged 121
		SP:Iteration 11Q (2405.380000 sec): 3 clusters
  Score: Raw -501215.007630 + Penalty 2735.861576 = -498479.146054
  nChanged 94
		SP:Iteration 12Q (2405.390000 sec): 3 clusters
  Score: Raw -501258.790916 + Penalty 2735.861576 = -498522.929339
  nChanged 74
		SP:Iteration 13Q (2405.400000 sec): 3 clusters
  Score: Raw -501293.385392 + Penalty 2735.861576 = -498557.523816
  nChanged 52
		SP:Iteration 14Q (2405.420000 sec): 3 clusters
  Score: Raw -501314.909788 + Penalty 2735.861576 = -498579.048211
  nChanged 56
		SP:Iteration 15Q (2405.430000 sec): 3 clusters
  Score: Raw -501335.107102 + Penalty 2735.861576 = -498599.245526
  nChanged 39
		SP:Iteration 16Q (2405.440000 sec): 3 clusters
  Score: Raw -501349.926916 + Penalty 2735.861576 = -498614.065339
  nChanged 34
		SP:Iteration 17Q (2405.450000 sec): 3 clusters
  Score: Raw -501359.298403 + Penalty 2735.861576 = -498623.436826
  nChanged 25
		SP:Iteration 18Q (2405.460000 sec): 3 clusters
  Score: Raw -501366.166614 + Penalty 2735.861576 = -498630.305037
  nChanged 20
		SP:Iteration 19Q (2405.470000 sec): 3 clusters
  Score: Raw -501372.059625 + Penalty 2735.861576 = -498636.198048
  nChanged 20
		SP:Iteration 20F (2405.480000 sec): 3 clusters
  Score: Raw -501379.584922 + Penalty 2735.861576 = -498643.723346
  nChanged 14
		SP:Iteration 21Q (2405.490000 sec): 3 clusters
  Score: Raw -501384.559402 + Penalty 2735.861576 = -498648.697826
  nChanged 12
		SP:Iteration 22Q (2405.500000 sec): 3 clusters
  Score: Raw -501388.509850 + Penalty 2735.861576 = -498652.648273
  nChanged 11
		SP:Iteration 23Q (2405.520000 sec): 3 clusters
  Score: Raw -501392.141257 + Penalty 2735.861576 = -498656.279680
  nChanged 8
		SP:Iteration 24Q (2405.530000 sec): 3 clusters
  Score: Raw -501393.875075 + Penalty 2735.861576 = -498658.013499
  nChanged 2
		SP:Iteration 25Q (2405.540000 sec): 3 clusters
  Score: Raw -501394.488761 + Penalty 2735.861576 = -498658.627185
  nChanged 3
		SP:Iteration 26Q (2405.550000 sec): 3 clusters
  Score: Raw -501395.233451 + Penalty 2735.861576 = -498659.371875
  nChanged 0
		SP:Iteration 27F (2405.560000 sec): 3 clusters
  Score: Raw -501395.233451 + Penalty 2735.861576 = -498659.371875
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2405.570000 sec): 2 clusters
  Score: Raw -275234.982022 + Penalty 1273.281628 = -273961.700395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2405.580000 sec): 3 clusters
  Score: Raw -274095.734303 + Penalty 2546.563255 = -271549.171047
  nChanged 952
		SP:Iteration 1F (2405.580000 sec): 3 clusters
  Score: Raw -274740.467560 + Penalty 2546.563255 = -272193.904305
  nChanged 229
		SP:Iteration 2F (2405.590000 sec): 3 clusters
  Score: Raw -274954.150103 + Penalty 2546.563255 = -272407.586848
  nChanged 164
		SP:Iteration 3F (2405.600000 sec): 3 clusters
  Score: Raw -275110.104088 + Penalty 2546.563255 = -272563.540833
  nChanged 141
		SP:Iteration 4F (2405.600000 sec): 3 clusters
  Score: Raw -275247.783226 + Penalty 2546.563255 = -272701.219971
  nChanged 132
		SP:Iteration 5F (2405.610000 sec): 3 clusters
  Score: Raw -275398.208699 + Penalty 2546.563255 = -272851.645444
  nChanged 152
		SP:Iteration 6F (2405.620000 sec): 3 clusters
  Score: Raw -275569.078141 + Penalty 2546.563255 = -273022.514886
  nChanged 152
		SP:Iteration 7F (2405.620000 sec): 3 clusters
  Score: Raw -275704.575217 + Penalty 2546.563255 = -273158.011962
  nChanged 117
		SP:Iteration 8Q (2405.630000 sec): 3 clusters
  Score: Raw -275819.642474 + Penalty 2546.563255 = -273273.079219
  nChanged 84
		SP:Iteration 9Q (2405.640000 sec): 3 clusters
  Score: Raw -275890.722849 + Penalty 2546.563255 = -273344.159594
  nChanged 57
		SP:Iteration 10Q (2405.640000 sec): 3 clusters
  Score: Raw -275941.060254 + Penalty 2546.563255 = -273394.496998
  nChanged 51
		SP:Iteration 11Q (2405.650000 sec): 3 clusters
  Score: Raw -275982.801104 + Penalty 2546.563255 = -273436.237849
  nChanged 38
		SP:Iteration 12Q (2405.650000 sec): 3 clusters
  Score: Raw -276015.147029 + Penalty 2546.563255 = -273468.583773
  nChanged 34
		SP:Iteration 13Q (2405.660000 sec): 3 clusters
  Score: Raw -276038.196583 + Penalty 2546.563255 = -273491.633328
  nChanged 28
		SP:Iteration 14Q (2405.660000 sec): 3 clusters
  Score: Raw -276055.355698 + Penalty 2546.563255 = -273508.792443
  nChanged 24
		SP:Iteration 15Q (2405.670000 sec): 3 clusters
  Score: Raw -276070.517993 + Penalty 2546.563255 = -273523.954738
  nChanged 19
		SP:Iteration 16Q (2405.680000 sec): 3 clusters
  Score: Raw -276087.066402 + Penalty 2546.563255 = -273540.503147
  nChanged 20
		SP:Iteration 17Q (2405.680000 sec): 3 clusters
  Score: Raw -276099.953149 + Penalty 2546.563255 = -273553.389894
  nChanged 17
		SP:Iteration 18Q (2405.690000 sec): 3 clusters
  Score: Raw -276109.671141 + Penalty 2546.563255 = -273563.107886
  nChanged 9
		SP:Iteration 19Q (2405.690000 sec): 3 clusters
  Score: Raw -276115.323564 + Penalty 2546.563255 = -273568.760308
  nChanged 8
		SP:Iteration 20F (2405.700000 sec): 3 clusters
  Score: Raw -276120.161583 + Penalty 2546.563255 = -273573.598327
  nChanged 3
		SP:Iteration 21Q (2405.700000 sec): 3 clusters
  Score: Raw -276122.119108 + Penalty 2546.563255 = -273575.555853
  nChanged 3
		SP:Iteration 22Q (2405.710000 sec): 3 clusters
  Score: Raw -276123.743870 + Penalty 2546.563255 = -273577.180615
  nChanged 3
		SP:Iteration 23Q (2405.720000 sec): 3 clusters
  Score: Raw -276125.054783 + Penalty 2546.563255 = -273578.491528
  nChanged 3
		SP:Iteration 24Q (2405.720000 sec): 3 clusters
  Score: Raw -276127.793245 + Penalty 2546.563255 = -273581.229990
  nChanged 6
		SP:Iteration 25Q (2405.730000 sec): 3 clusters
  Score: Raw -276130.441962 + Penalty 2546.563255 = -273583.878707
  nChanged 3
		SP:Iteration 26Q (2405.730000 sec): 3 clusters
  Score: Raw -276133.710659 + Penalty 2546.563255 = -273587.147404
  nChanged 6
		SP:Iteration 27Q (2405.740000 sec): 3 clusters
  Score: Raw -276140.665692 + Penalty 2546.563255 = -273594.102437
  nChanged 10
		SP:Iteration 28Q (2405.740000 sec): 3 clusters
  Score: Raw -276155.798181 + Penalty 2546.563255 = -273609.234926
  nChanged 15
		SP:Iteration 29Q (2405.750000 sec): 3 clusters
  Score: Raw -276174.141024 + Penalty 2546.563255 = -273627.577769
  nChanged 14
		SP:Iteration 30Q (2405.760000 sec): 3 clusters
  Score: Raw -276192.637679 + Penalty 2546.563255 = -273646.074424
  nChanged 16
		SP:Iteration 31Q (2405.760000 sec): 3 clusters
  Score: Raw -276211.559660 + Penalty 2546.563255 = -273664.996405
  nChanged 20
		SP:Iteration 32Q (2405.770000 sec): 3 clusters
  Score: Raw -276232.020380 + Penalty 2546.563255 = -273685.457125
  nChanged 21
		SP:Iteration 33Q (2405.770000 sec): 3 clusters
  Score: Raw -276263.926097 + Penalty 2546.563255 = -273717.362842
  nChanged 24
		SP:Iteration 34Q (2405.780000 sec): 3 clusters
  Score: Raw -276300.989234 + Penalty 2546.563255 = -273754.425979
  nChanged 23
		SP:Iteration 35Q (2405.780000 sec): 3 clusters
  Score: Raw -276327.600092 + Penalty 2546.563255 = -273781.036837
  nChanged 19
		SP:Iteration 36Q (2405.790000 sec): 3 clusters
  Score: Raw -276360.998686 + Penalty 2546.563255 = -273814.435430
  nChanged 20
		SP:Iteration 37Q (2405.800000 sec): 3 clusters
  Score: Raw -276381.884526 + Penalty 2546.563255 = -273835.321270
  nChanged 14
		SP:Iteration 38Q (2405.800000 sec): 3 clusters
  Score: Raw -276397.893175 + Penalty 2546.563255 = -273851.329920
  nChanged 10
		SP:Iteration 39Q (2405.800000 sec): 3 clusters
  Score: Raw -276404.337821 + Penalty 2546.563255 = -273857.774566
  nChanged 6
		SP:Iteration 40F (2405.810000 sec): 3 clusters
  Score: Raw -276406.631674 + Penalty 2546.563255 = -273860.068419
  nChanged 3
		SP:Iteration 41Q (2405.820000 sec): 3 clusters
  Score: Raw -276408.062045 + Penalty 2546.563255 = -273861.498790
  nChanged 5
		SP:Iteration 42Q (2405.820000 sec): 3 clusters
  Score: Raw -276410.385528 + Penalty 2546.563255 = -273863.822273
  nChanged 3
		SP:Iteration 43Q (2405.830000 sec): 3 clusters
  Score: Raw -276412.007752 + Penalty 2546.563255 = -273865.444497
  nChanged 1
		SP:Iteration 44Q (2405.840000 sec): 3 clusters
  Score: Raw -276412.194980 + Penalty 2546.563255 = -273865.631725
  nChanged 1
		SP:Iteration 45Q (2405.840000 sec): 3 clusters
  Score: Raw -276412.485631 + Penalty 2546.563255 = -273865.922376
  nChanged 1
		SP:Iteration 46Q (2405.850000 sec): 3 clusters
  Score: Raw -276412.802543 + Penalty 2546.563255 = -273866.239288
  nChanged 0
		SP:Iteration 47F (2405.850000 sec): 3 clusters
  Score: Raw -276412.802543 + Penalty 2546.563255 = -273866.239288
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2405.900000 sec): 2 clusters
  Score: Raw -1872960.922625 + Penalty 1570.630864 = -1871390.291761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2405.950000 sec): 3 clusters
  Score: Raw -1863730.653883 + Penalty 3141.261728 = -1860589.392155
  nChanged 6992
		SP:Iteration 1F (2405.990000 sec): 3 clusters
  Score: Raw -1867321.303595 + Penalty 3141.261728 = -1864180.041867
  nChanged 791
		SP:Iteration 2F (2406.030000 sec): 3 clusters
  Score: Raw -1867593.848369 + Penalty 3141.261728 = -1864452.586642
  nChanged 694
		SP:Iteration 3Q (2406.070000 sec): 3 clusters
  Score: Raw -1867822.829111 + Penalty 3141.261728 = -1864681.567384
  nChanged 607
		SP:Iteration 4Q (2406.110000 sec): 3 clusters
  Score: Raw -1868061.152246 + Penalty 3141.261728 = -1864919.890518
  nChanged 676
		SP:Iteration 5Q (2406.150000 sec): 3 clusters
  Score: Raw -1868377.360235 + Penalty 3141.261728 = -1865236.098507
  nChanged 683
		SP:Iteration 6Q (2406.190000 sec): 3 clusters
  Score: Raw -1868713.357498 + Penalty 3141.261728 = -1865572.095770
  nChanged 662
		SP:Iteration 7Q (2406.230000 sec): 3 clusters
  Score: Raw -1869080.406012 + Penalty 3141.261728 = -1865939.144284
  nChanged 712
		SP:Iteration 8Q (2406.270000 sec): 3 clusters
  Score: Raw -1869527.931363 + Penalty 3141.261728 = -1866386.669635
  nChanged 777
		SP:Iteration 9Q (2406.310000 sec): 3 clusters
  Score: Raw -1870051.632358 + Penalty 3141.261728 = -1866910.370630
  nChanged 708
		SP:Iteration 10Q (2406.350000 sec): 3 clusters
  Score: Raw -1870556.986067 + Penalty 3141.261728 = -1867415.724339
  nChanged 653
		SP:Iteration 11Q (2406.390000 sec): 3 clusters
  Score: Raw -1870987.674152 + Penalty 3141.261728 = -1867846.412425
  nChanged 554
		SP:Iteration 12Q (2406.430000 sec): 3 clusters
  Score: Raw -1871316.589356 + Penalty 3141.261728 = -1868175.327628
  nChanged 464
		SP:Iteration 13Q (2406.470000 sec): 3 clusters
  Score: Raw -1871572.630287 + Penalty 3141.261728 = -1868431.368560
  nChanged 372
		SP:Iteration 14Q (2406.500000 sec): 3 clusters
  Score: Raw -1871758.777414 + Penalty 3141.261728 = -1868617.515686
  nChanged 323
		SP:Iteration 15Q (2406.540000 sec): 3 clusters
  Score: Raw -1871944.595768 + Penalty 3141.261728 = -1868803.334040
  nChanged 314
		SP:Iteration 16Q (2406.580000 sec): 3 clusters
  Score: Raw -1872119.157281 + Penalty 3141.261728 = -1868977.895553
  nChanged 263
		SP:Iteration 17Q (2406.610000 sec): 3 clusters
  Score: Raw -1872266.633603 + Penalty 3141.261728 = -1869125.371875
  nChanged 254
		SP:Iteration 18Q (2406.640000 sec): 3 clusters
  Score: Raw -1872422.168658 + Penalty 3141.261728 = -1869280.906931
  nChanged 215
		SP:Iteration 19Q (2406.680000 sec): 3 clusters
  Score: Raw -1872538.512927 + Penalty 3141.261728 = -1869397.251200
  nChanged 181
		SP:Iteration 20F (2406.720000 sec): 3 clusters
  Score: Raw -1872642.351506 + Penalty 3141.261728 = -1869501.089778
  nChanged 175
		SP:Iteration 21Q (2406.750000 sec): 3 clusters
  Score: Raw -1872747.913035 + Penalty 3141.261728 = -1869606.651308
  nChanged 136
		SP:Iteration 22Q (2406.780000 sec): 3 clusters
  Score: Raw -1872837.339149 + Penalty 3141.261728 = -1869696.077422
  nChanged 115
		SP:Iteration 23Q (2406.810000 sec): 3 clusters
  Score: Raw -1872906.905036 + Penalty 3141.261728 = -1869765.643308
  nChanged 79
		SP:Iteration 24Q (2406.840000 sec): 3 clusters
  Score: Raw -1872958.894016 + Penalty 3141.261728 = -1869817.632288
  nChanged 67
		SP:Iteration 25Q (2406.870000 sec): 3 clusters
  Score: Raw -1873003.588602 + Penalty 3141.261728 = -1869862.326874
  nChanged 58
		SP:Iteration 26Q (2406.900000 sec): 3 clusters
  Score: Raw -1873042.443767 + Penalty 3141.261728 = -1869901.182039
  nChanged 42
		SP:Iteration 27Q (2406.930000 sec): 3 clusters
  Score: Raw -1873067.703365 + Penalty 3141.261728 = -1869926.441637
  nChanged 33
		SP:Iteration 28Q (2406.960000 sec): 3 clusters
  Score: Raw -1873090.838455 + Penalty 3141.261728 = -1869949.576727
  nChanged 28
		SP:Iteration 29Q (2406.980000 sec): 3 clusters
  Score: Raw -1873111.085775 + Penalty 3141.261728 = -1869969.824047
  nChanged 19
		SP:Iteration 30Q (2407.020000 sec): 3 clusters
  Score: Raw -1873125.483353 + Penalty 3141.261728 = -1869984.221625
  nChanged 9
		SP:Iteration 31Q (2407.040000 sec): 3 clusters
  Score: Raw -1873132.246502 + Penalty 3141.261728 = -1869990.984774
  nChanged 11
		SP:Iteration 32Q (2407.070000 sec): 3 clusters
  Score: Raw -1873141.167544 + Penalty 3141.261728 = -1869999.905816
  nChanged 6
		SP:Iteration 33Q (2407.100000 sec): 3 clusters
  Score: Raw -1873147.688450 + Penalty 3141.261728 = -1870006.426723
  nChanged 7
		SP:Iteration 34Q (2407.130000 sec): 3 clusters
  Score: Raw -1873153.281457 + Penalty 3141.261728 = -1870012.019729
  nChanged 8
		SP:Iteration 35Q (2407.160000 sec): 3 clusters
  Score: Raw -1873158.131409 + Penalty 3141.261728 = -1870016.869681
  nChanged 5
		SP:Iteration 36Q (2407.180000 sec): 3 clusters
  Score: Raw -1873163.120472 + Penalty 3141.261728 = -1870021.858744
  nChanged 5
		SP:Iteration 37Q (2407.220000 sec): 3 clusters
  Score: Raw -1873165.348526 + Penalty 3141.261728 = -1870024.086798
  nChanged 1
		SP:Iteration 38Q (2407.240000 sec): 3 clusters
  Score: Raw -1873165.754546 + Penalty 3141.261728 = -1870024.492818
  nChanged 2
		SP:Iteration 39Q (2407.270000 sec): 3 clusters
  Score: Raw -1873166.978521 + Penalty 3141.261728 = -1870025.716794
  nChanged 0
		SP:Iteration 40F (2407.310000 sec): 3 clusters
  Score: Raw -1873166.978521 + Penalty 3141.261728 = -1870025.716794
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2407.340000 sec): 2 clusters
  Score: Raw -1301481.137047 + Penalty 1516.051001 = -1299965.086046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2407.380000 sec): 3 clusters
  Score: Raw -1295027.472252 + Penalty 3032.102001 = -1291995.370250
  nChanged 4899
		SP:Iteration 1F (2407.400000 sec): 3 clusters
  Score: Raw -1297670.396270 + Penalty 3032.102001 = -1294638.294268
  nChanged 803
		SP:Iteration 2F (2407.430000 sec): 3 clusters
  Score: Raw -1298120.633209 + Penalty 3032.102001 = -1295088.531207
  nChanged 778
		SP:Iteration 3F (2407.460000 sec): 3 clusters
  Score: Raw -1298605.806724 + Penalty 3032.102001 = -1295573.704723
  nChanged 771
		SP:Iteration 4F (2407.490000 sec): 3 clusters
  Score: Raw -1299134.743007 + Penalty 3032.102001 = -1296102.641005
  nChanged 794
		SP:Iteration 5F (2407.520000 sec): 3 clusters
  Score: Raw -1299743.745098 + Penalty 3032.102001 = -1296711.643096
  nChanged 729
		SP:Iteration 6F (2407.540000 sec): 3 clusters
  Score: Raw -1300264.031402 + Penalty 3032.102001 = -1297231.929401
  nChanged 584
		SP:Iteration 7F (2407.570000 sec): 3 clusters
  Score: Raw -1300655.829321 + Penalty 3032.102001 = -1297623.727319
  nChanged 430
		SP:Iteration 8Q (2407.600000 sec): 3 clusters
  Score: Raw -1300892.034843 + Penalty 3032.102001 = -1297859.932842
  nChanged 311
		SP:Iteration 9Q (2407.630000 sec): 3 clusters
  Score: Raw -1301056.772542 + Penalty 3032.102001 = -1298024.670541
  nChanged 249
		SP:Iteration 10Q (2407.660000 sec): 3 clusters
  Score: Raw -1301177.325430 + Penalty 3032.102001 = -1298145.223429
  nChanged 199
		SP:Iteration 11Q (2407.690000 sec): 3 clusters
  Score: Raw -1301267.938301 + Penalty 3032.102001 = -1298235.836299
  nChanged 148
		SP:Iteration 12Q (2407.720000 sec): 3 clusters
  Score: Raw -1301330.705023 + Penalty 3032.102001 = -1298298.603022
  nChanged 132
		SP:Iteration 13Q (2407.750000 sec): 3 clusters
  Score: Raw -1301380.693554 + Penalty 3032.102001 = -1298348.591552
  nChanged 102
		SP:Iteration 14Q (2407.780000 sec): 3 clusters
  Score: Raw -1301424.646201 + Penalty 3032.102001 = -1298392.544200
  nChanged 89
		SP:Iteration 15Q (2407.800000 sec): 3 clusters
  Score: Raw -1301460.071836 + Penalty 3032.102001 = -1298427.969834
  nChanged 75
		SP:Iteration 16Q (2407.830000 sec): 3 clusters
  Score: Raw -1301488.560742 + Penalty 3032.102001 = -1298456.458740
  nChanged 66
		SP:Iteration 17Q (2407.860000 sec): 3 clusters
  Score: Raw -1301513.304928 + Penalty 3032.102001 = -1298481.202927
  nChanged 63
		SP:Iteration 18Q (2407.890000 sec): 3 clusters
  Score: Raw -1301539.063562 + Penalty 3032.102001 = -1298506.961561
  nChanged 56
		SP:Iteration 19Q (2407.920000 sec): 3 clusters
  Score: Raw -1301558.532152 + Penalty 3032.102001 = -1298526.430151
  nChanged 43
		SP:Iteration 20F (2407.950000 sec): 3 clusters
  Score: Raw -1301572.185219 + Penalty 3032.102001 = -1298540.083218
  nChanged 40
		SP:Iteration 21Q (2407.970000 sec): 3 clusters
  Score: Raw -1301584.136857 + Penalty 3032.102001 = -1298552.034855
  nChanged 27
		SP:Iteration 22Q (2408.000000 sec): 3 clusters
  Score: Raw -1301592.825053 + Penalty 3032.102001 = -1298560.723051
  nChanged 29
		SP:Iteration 23Q (2408.030000 sec): 3 clusters
  Score: Raw -1301602.745442 + Penalty 3032.102001 = -1298570.643441
  nChanged 31
		SP:Iteration 24Q (2408.060000 sec): 3 clusters
  Score: Raw -1301612.518659 + Penalty 3032.102001 = -1298580.416658
  nChanged 20
		SP:Iteration 25Q (2408.080000 sec): 3 clusters
  Score: Raw -1301617.793370 + Penalty 3032.102001 = -1298585.691369
  nChanged 15
		SP:Iteration 26Q (2408.110000 sec): 3 clusters
  Score: Raw -1301621.779223 + Penalty 3032.102001 = -1298589.677222
  nChanged 17
		SP:Iteration 27Q (2408.140000 sec): 3 clusters
  Score: Raw -1301627.070277 + Penalty 3032.102001 = -1298594.968276
  nChanged 16
		SP:Iteration 28Q (2408.160000 sec): 3 clusters
  Score: Raw -1301631.769400 + Penalty 3032.102001 = -1298599.667398
  nChanged 15
		SP:Iteration 29Q (2408.190000 sec): 3 clusters
  Score: Raw -1301635.920005 + Penalty 3032.102001 = -1298603.818004
  nChanged 18
		SP:Iteration 30Q (2408.220000 sec): 3 clusters
  Score: Raw -1301640.196828 + Penalty 3032.102001 = -1298608.094827
  nChanged 14
		SP:Iteration 31Q (2408.250000 sec): 3 clusters
  Score: Raw -1301644.315121 + Penalty 3032.102001 = -1298612.213119
  nChanged 15
		SP:Iteration 32Q (2408.280000 sec): 3 clusters
  Score: Raw -1301648.093400 + Penalty 3032.102001 = -1298615.991399
  nChanged 4
		SP:Iteration 33Q (2408.300000 sec): 3 clusters
  Score: Raw -1301649.125005 + Penalty 3032.102001 = -1298617.023003
  nChanged 5
		SP:Iteration 34Q (2408.330000 sec): 3 clusters
  Score: Raw -1301650.394798 + Penalty 3032.102001 = -1298618.292797
  nChanged 7
		SP:Iteration 35Q (2408.360000 sec): 3 clusters
  Score: Raw -1301652.043123 + Penalty 3032.102001 = -1298619.941121
  nChanged 9
		SP:Iteration 36Q (2408.390000 sec): 3 clusters
  Score: Raw -1301654.975435 + Penalty 3032.102001 = -1298622.873433
  nChanged 11
		SP:Iteration 37Q (2408.420000 sec): 3 clusters
  Score: Raw -1301657.986440 + Penalty 3032.102001 = -1298625.884439
  nChanged 7
		SP:Iteration 38Q (2408.440000 sec): 3 clusters
  Score: Raw -1301659.673696 + Penalty 3032.102001 = -1298627.571695
  nChanged 4
		SP:Iteration 39Q (2408.470000 sec): 3 clusters
  Score: Raw -1301660.991989 + Penalty 3032.102001 = -1298628.889988
  nChanged 5
		SP:Iteration 40F (2408.500000 sec): 3 clusters
  Score: Raw -1301662.279810 + Penalty 3032.102001 = -1298630.177809
  nChanged 9
		SP:Iteration 41Q (2408.530000 sec): 3 clusters
  Score: Raw -1301665.814316 + Penalty 3032.102001 = -1298633.712314
  nChanged 9
		SP:Iteration 42Q (2408.550000 sec): 3 clusters
  Score: Raw -1301669.175205 + Penalty 3032.102001 = -1298637.073203
  nChanged 12
		SP:Iteration 43Q (2408.580000 sec): 3 clusters
  Score: Raw -1301673.508520 + Penalty 3032.102001 = -1298641.406518
  nChanged 14
		SP:Iteration 44Q (2408.610000 sec): 3 clusters
  Score: Raw -1301678.243146 + Penalty 3032.102001 = -1298646.141145
  nChanged 12
		SP:Iteration 45Q (2408.630000 sec): 3 clusters
  Score: Raw -1301682.530650 + Penalty 3032.102001 = -1298650.428649
  nChanged 15
		SP:Iteration 46Q (2408.660000 sec): 3 clusters
  Score: Raw -1301685.952771 + Penalty 3032.102001 = -1298653.850770
  nChanged 4
		SP:Iteration 47Q (2408.680000 sec): 3 clusters
  Score: Raw -1301687.245421 + Penalty 3032.102001 = -1298655.143420
  nChanged 4
		SP:Iteration 48Q (2408.710000 sec): 3 clusters
  Score: Raw -1301688.417924 + Penalty 3032.102001 = -1298656.315923
  nChanged 5
		SP:Iteration 49Q (2408.740000 sec): 3 clusters
  Score: Raw -1301690.027793 + Penalty 3032.102001 = -1298657.925792
  nChanged 6
		SP:Iteration 50Q (2408.760000 sec): 3 clusters
  Score: Raw -1301691.925868 + Penalty 3032.102001 = -1298659.823867
  nChanged 6
		SP:Iteration 51Q (2408.780000 sec): 3 clusters
  Score: Raw -1301694.178417 + Penalty 3032.102001 = -1298662.076416
  nChanged 4
		SP:Iteration 52Q (2408.810000 sec): 3 clusters
  Score: Raw -1301694.777074 + Penalty 3032.102001 = -1298662.675073
  nChanged 0
		SP:Iteration 53F (2408.840000 sec): 3 clusters
  Score: Raw -1301694.777074 + Penalty 3032.102001 = -1298662.675073
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2408.860000 sec): 2 clusters
  Score: Raw -394298.750330 + Penalty 1323.416000 = -392975.334330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2408.860000 sec): 3 clusters
  Score: Raw -392642.264528 + Penalty 2646.832001 = -389995.432527
  nChanged 1361
		SP:Iteration 1F (2408.870000 sec): 3 clusters
  Score: Raw -393397.675029 + Penalty 2646.832001 = -390750.843029
  nChanged 266
		SP:Iteration 2F (2408.880000 sec): 3 clusters
  Score: Raw -393574.226908 + Penalty 2646.832001 = -390927.394908
  nChanged 202
		SP:Iteration 3F (2408.890000 sec): 3 clusters
  Score: Raw -393693.234634 + Penalty 2646.832001 = -391046.402634
  nChanged 144
		SP:Iteration 4Q (2408.900000 sec): 3 clusters
  Score: Raw -393772.994633 + Penalty 2646.832001 = -391126.162633
  nChanged 112
		SP:Iteration 5Q (2408.910000 sec): 3 clusters
  Score: Raw -393830.655990 + Penalty 2646.832001 = -391183.823990
  nChanged 85
		SP:Iteration 6Q (2408.920000 sec): 3 clusters
  Score: Raw -393873.385260 + Penalty 2646.832001 = -391226.553259
  nChanged 66
		SP:Iteration 7Q (2408.920000 sec): 3 clusters
  Score: Raw -393896.924921 + Penalty 2646.832001 = -391250.092920
  nChanged 56
		SP:Iteration 8Q (2408.930000 sec): 3 clusters
  Score: Raw -393921.778263 + Penalty 2646.832001 = -391274.946262
  nChanged 56
		SP:Iteration 9Q (2408.940000 sec): 3 clusters
  Score: Raw -393944.786651 + Penalty 2646.832001 = -391297.954650
  nChanged 54
		SP:Iteration 10Q (2408.950000 sec): 3 clusters
  Score: Raw -393966.733592 + Penalty 2646.832001 = -391319.901592
  nChanged 42
		SP:Iteration 11Q (2408.960000 sec): 3 clusters
  Score: Raw -393983.786438 + Penalty 2646.832001 = -391336.954437
  nChanged 52
		SP:Iteration 12Q (2408.960000 sec): 3 clusters
  Score: Raw -394005.825640 + Penalty 2646.832001 = -391358.993640
  nChanged 46
		SP:Iteration 13Q (2408.980000 sec): 3 clusters
  Score: Raw -394021.918931 + Penalty 2646.832001 = -391375.086931
  nChanged 35
		SP:Iteration 14Q (2408.980000 sec): 3 clusters
  Score: Raw -394036.429722 + Penalty 2646.832001 = -391389.597721
  nChanged 23
		SP:Iteration 15Q (2408.990000 sec): 3 clusters
  Score: Raw -394043.527692 + Penalty 2646.832001 = -391396.695691
  nChanged 26
		SP:Iteration 16Q (2409.000000 sec): 3 clusters
  Score: Raw -394051.776519 + Penalty 2646.832001 = -391404.944519
  nChanged 16
		SP:Iteration 17Q (2409.010000 sec): 3 clusters
  Score: Raw -394056.892127 + Penalty 2646.832001 = -391410.060126
  nChanged 18
		SP:Iteration 18Q (2409.020000 sec): 3 clusters
  Score: Raw -394064.704698 + Penalty 2646.832001 = -391417.872698
  nChanged 25
		SP:Iteration 19Q (2409.020000 sec): 3 clusters
  Score: Raw -394072.748873 + Penalty 2646.832001 = -391425.916873
  nChanged 22
		SP:Iteration 20F (2409.030000 sec): 3 clusters
  Score: Raw -394079.999572 + Penalty 2646.832001 = -391433.167571
  nChanged 15
		SP:Iteration 21Q (2409.040000 sec): 3 clusters
  Score: Raw -394084.928555 + Penalty 2646.832001 = -391438.096554
  nChanged 20
		SP:Iteration 22Q (2409.050000 sec): 3 clusters
  Score: Raw -394092.135641 + Penalty 2646.832001 = -391445.303640
  nChanged 25
		SP:Iteration 23Q (2409.060000 sec): 3 clusters
  Score: Raw -394103.354600 + Penalty 2646.832001 = -391456.522599
  nChanged 30
		SP:Iteration 24Q (2409.070000 sec): 3 clusters
  Score: Raw -394114.096768 + Penalty 2646.832001 = -391467.264768
  nChanged 23
		SP:Iteration 25Q (2409.080000 sec): 3 clusters
  Score: Raw -394120.820550 + Penalty 2646.832001 = -391473.988550
  nChanged 16
		SP:Iteration 26Q (2409.080000 sec): 3 clusters
  Score: Raw -394125.366970 + Penalty 2646.832001 = -391478.534969
  nChanged 18
		SP:Iteration 27Q (2409.090000 sec): 3 clusters
  Score: Raw -394131.795672 + Penalty 2646.832001 = -391484.963672
  nChanged 13
		SP:Iteration 28Q (2409.100000 sec): 3 clusters
  Score: Raw -394135.186829 + Penalty 2646.832001 = -391488.354828
  nChanged 12
		SP:Iteration 29Q (2409.110000 sec): 3 clusters
  Score: Raw -394138.341087 + Penalty 2646.832001 = -391491.509086
  nChanged 6
		SP:Iteration 30Q (2409.120000 sec): 3 clusters
  Score: Raw -394139.817291 + Penalty 2646.832001 = -391492.985290
  nChanged 12
		SP:Iteration 31Q (2409.120000 sec): 3 clusters
  Score: Raw -394143.239682 + Penalty 2646.832001 = -391496.407682
  nChanged 20
		SP:Iteration 32Q (2409.140000 sec): 3 clusters
  Score: Raw -394149.794401 + Penalty 2646.832001 = -391502.962401
  nChanged 22
		SP:Iteration 33Q (2409.140000 sec): 3 clusters
  Score: Raw -394156.491762 + Penalty 2646.832001 = -391509.659761
  nChanged 22
		SP:Iteration 34Q (2409.150000 sec): 3 clusters
  Score: Raw -394164.813953 + Penalty 2646.832001 = -391517.981952
  nChanged 19
		SP:Iteration 35Q (2409.160000 sec): 3 clusters
  Score: Raw -394171.439728 + Penalty 2646.832001 = -391524.607727
  nChanged 20
		SP:Iteration 36Q (2409.170000 sec): 3 clusters
  Score: Raw -394178.314849 + Penalty 2646.832001 = -391531.482848
  nChanged 19
		SP:Iteration 37Q (2409.180000 sec): 3 clusters
  Score: Raw -394188.594638 + Penalty 2646.832001 = -391541.762638
  nChanged 22
		SP:Iteration 38Q (2409.180000 sec): 3 clusters
  Score: Raw -394199.008705 + Penalty 2646.832001 = -391552.176704
  nChanged 22
		SP:Iteration 39Q (2409.190000 sec): 3 clusters
  Score: Raw -394212.083637 + Penalty 2646.832001 = -391565.251636
  nChanged 29
		SP:Iteration 40F (2409.200000 sec): 3 clusters
  Score: Raw -394232.122795 + Penalty 2646.832001 = -391585.290795
  nChanged 37
		SP:Iteration 41Q (2409.210000 sec): 3 clusters
  Score: Raw -394254.493836 + Penalty 2646.832001 = -391607.661836
  nChanged 36
		SP:Iteration 42Q (2409.220000 sec): 3 clusters
  Score: Raw -394275.131433 + Penalty 2646.832001 = -391628.299433
  nChanged 36
		SP:Iteration 43Q (2409.230000 sec): 3 clusters
  Score: Raw -394295.728697 + Penalty 2646.832001 = -391648.896697
  nChanged 33
		SP:Iteration 44Q (2409.240000 sec): 3 clusters
  Score: Raw -394314.250809 + Penalty 2646.832001 = -391667.418808
  nChanged 35
		SP:Iteration 45Q (2409.240000 sec): 3 clusters
  Score: Raw -394330.000680 + Penalty 2646.832001 = -391683.168680
  nChanged 30
		SP:Iteration 46Q (2409.250000 sec): 3 clusters
  Score: Raw -394346.542277 + Penalty 2646.832001 = -391699.710277
  nChanged 31
		SP:Iteration 47Q (2409.260000 sec): 3 clusters
  Score: Raw -394364.051052 + Penalty 2646.832001 = -391717.219052
  nChanged 34
		SP:Iteration 48Q (2409.270000 sec): 3 clusters
  Score: Raw -394386.337071 + Penalty 2646.832001 = -391739.505070
  nChanged 31
		SP:Iteration 49Q (2409.280000 sec): 3 clusters
  Score: Raw -394404.450435 + Penalty 2646.832001 = -391757.618435
  nChanged 30
		SP:Iteration 50Q (2409.280000 sec): 3 clusters
  Score: Raw -394421.767960 + Penalty 2646.832001 = -391774.935960
  nChanged 16
		SP:Iteration 51Q (2409.290000 sec): 3 clusters
  Score: Raw -394432.743806 + Penalty 2646.832001 = -391785.911805
  nChanged 18
		SP:Iteration 52Q (2409.300000 sec): 3 clusters
  Score: Raw -394444.239789 + Penalty 2646.832001 = -391797.407788
  nChanged 19
		SP:Iteration 53Q (2409.310000 sec): 3 clusters
  Score: Raw -394454.336572 + Penalty 2646.832001 = -391807.504571
  nChanged 16
		SP:Iteration 54Q (2409.320000 sec): 3 clusters
  Score: Raw -394462.031749 + Penalty 2646.832001 = -391815.199748
  nChanged 13
		SP:Iteration 55Q (2409.320000 sec): 3 clusters
  Score: Raw -394469.914512 + Penalty 2646.832001 = -391823.082512
  nChanged 15
		SP:Iteration 56Q (2409.330000 sec): 3 clusters
  Score: Raw -394477.927775 + Penalty 2646.832001 = -391831.095775
  nChanged 7
		SP:Iteration 57Q (2409.340000 sec): 3 clusters
  Score: Raw -394482.593860 + Penalty 2646.832001 = -391835.761859
  nChanged 4
		SP:Iteration 58Q (2409.350000 sec): 3 clusters
  Score: Raw -394486.169308 + Penalty 2646.832001 = -391839.337307
  nChanged 7
		SP:Iteration 59Q (2409.360000 sec): 3 clusters
  Score: Raw -394489.315237 + Penalty 2646.832001 = -391842.483237
  nChanged 5
		SP:Iteration 60F (2409.360000 sec): 3 clusters
  Score: Raw -394492.043377 + Penalty 2646.832001 = -391845.211376
  nChanged 4
		SP:Iteration 61Q (2409.370000 sec): 3 clusters
  Score: Raw -394493.830001 + Penalty 2646.832001 = -391846.998001
  nChanged 3
		SP:Iteration 62Q (2409.380000 sec): 3 clusters
  Score: Raw -394496.227728 + Penalty 2646.832001 = -391849.395727
  nChanged 3
		SP:Iteration 63Q (2409.390000 sec): 3 clusters
  Score: Raw -394498.816856 + Penalty 2646.832001 = -391851.984855
  nChanged 5
		SP:Iteration 64Q (2409.400000 sec): 3 clusters
  Score: Raw -394501.137509 + Penalty 2646.832001 = -391854.305508
  nChanged 2
		SP:Iteration 65Q (2409.400000 sec): 3 clusters
  Score: Raw -394502.013834 + Penalty 2646.832001 = -391855.181833
  nChanged 0
		SP:Iteration 66F (2409.410000 sec): 3 clusters
  Score: Raw -394502.013834 + Penalty 2646.832001 = -391855.181833
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (14007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2409.460000 sec): 2 clusters
  Score: Raw -1604312.579601 + Penalty 1551.438279 = -1602761.141323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2409.500000 sec): 3 clusters
  Score: Raw -1596146.627541 + Penalty 3102.876557 = -1593043.750984
  nChanged 6219
		SP:Iteration 1F (2409.530000 sec): 3 clusters
  Score: Raw -1599474.843661 + Penalty 3102.876557 = -1596371.967104
  nChanged 828
		SP:Iteration 2F (2409.570000 sec): 3 clusters
  Score: Raw -1599835.074136 + Penalty 3102.876557 = -1596732.197579
  nChanged 789
		SP:Iteration 3F (2409.600000 sec): 3 clusters
  Score: Raw -1600186.588479 + Penalty 3102.876557 = -1597083.711922
  nChanged 734
		SP:Iteration 4F (2409.640000 sec): 3 clusters
  Score: Raw -1600548.114874 + Penalty 3102.876557 = -1597445.238317
  nChanged 796
		SP:Iteration 5F (2409.670000 sec): 3 clusters
  Score: Raw -1601016.578707 + Penalty 3102.876557 = -1597913.702150
  nChanged 883
		SP:Iteration 6F (2409.710000 sec): 3 clusters
  Score: Raw -1601585.180376 + Penalty 3102.876557 = -1598482.303819
  nChanged 891
		SP:Iteration 7F (2409.740000 sec): 3 clusters
  Score: Raw -1602180.403983 + Penalty 3102.876557 = -1599077.527426
  nChanged 772
		SP:Iteration 8F (2409.780000 sec): 3 clusters
  Score: Raw -1602675.331211 + Penalty 3102.876557 = -1599572.454654
  nChanged 666
		SP:Iteration 9Q (2409.820000 sec): 3 clusters
  Score: Raw -1603087.778175 + Penalty 3102.876557 = -1599984.901617
  nChanged 565
		SP:Iteration 10Q (2409.850000 sec): 3 clusters
  Score: Raw -1603404.271523 + Penalty 3102.876557 = -1600301.394965
  nChanged 434
		SP:Iteration 11Q (2409.890000 sec): 3 clusters
  Score: Raw -1603651.811096 + Penalty 3102.876557 = -1600548.934539
  nChanged 371
		SP:Iteration 12Q (2409.920000 sec): 3 clusters
  Score: Raw -1603861.134525 + Penalty 3102.876557 = -1600758.257968
  nChanged 291
		SP:Iteration 13Q (2409.960000 sec): 3 clusters
  Score: Raw -1604009.019315 + Penalty 3102.876557 = -1600906.142758
  nChanged 213
		SP:Iteration 14Q (2410.000000 sec): 3 clusters
  Score: Raw -1604122.367600 + Penalty 3102.876557 = -1601019.491043
  nChanged 176
		SP:Iteration 15Q (2410.030000 sec): 3 clusters
  Score: Raw -1604208.009907 + Penalty 3102.876557 = -1601105.133350
  nChanged 136
		SP:Iteration 16Q (2410.070000 sec): 3 clusters
  Score: Raw -1604274.787188 + Penalty 3102.876557 = -1601171.910631
  nChanged 104
		SP:Iteration 17Q (2410.100000 sec): 3 clusters
  Score: Raw -1604321.372016 + Penalty 3102.876557 = -1601218.495459
  nChanged 87
		SP:Iteration 18Q (2410.140000 sec): 3 clusters
  Score: Raw -1604366.618945 + Penalty 3102.876557 = -1601263.742388
  nChanged 81
		SP:Iteration 19Q (2410.170000 sec): 3 clusters
  Score: Raw -1604402.651972 + Penalty 3102.876557 = -1601299.775414
  nChanged 56
		SP:Iteration 20F (2410.210000 sec): 3 clusters
  Score: Raw -1604426.132394 + Penalty 3102.876557 = -1601323.255837
  nChanged 49
		SP:Iteration 21Q (2410.240000 sec): 3 clusters
  Score: Raw -1604449.712085 + Penalty 3102.876557 = -1601346.835528
  nChanged 41
		SP:Iteration 22Q (2410.280000 sec): 3 clusters
  Score: Raw -1604470.076329 + Penalty 3102.876557 = -1601367.199772
  nChanged 27
		SP:Iteration 23Q (2410.310000 sec): 3 clusters
  Score: Raw -1604484.501056 + Penalty 3102.876557 = -1601381.624499
  nChanged 24
		SP:Iteration 24Q (2410.340000 sec): 3 clusters
  Score: Raw -1604496.834939 + Penalty 3102.876557 = -1601393.958381
  nChanged 32
		SP:Iteration 25Q (2410.370000 sec): 3 clusters
  Score: Raw -1604514.382541 + Penalty 3102.876557 = -1601411.505984
  nChanged 19
		SP:Iteration 26Q (2410.400000 sec): 3 clusters
  Score: Raw -1604525.360553 + Penalty 3102.876557 = -1601422.483996
  nChanged 19
		SP:Iteration 27Q (2410.440000 sec): 3 clusters
  Score: Raw -1604535.308715 + Penalty 3102.876557 = -1601432.432157
  nChanged 12
		SP:Iteration 28Q (2410.470000 sec): 3 clusters
  Score: Raw -1604542.663788 + Penalty 3102.876557 = -1601439.787231
  nChanged 14
		SP:Iteration 29Q (2410.500000 sec): 3 clusters
  Score: Raw -1604550.306582 + Penalty 3102.876557 = -1601447.430025
  nChanged 13
		SP:Iteration 30Q (2410.530000 sec): 3 clusters
  Score: Raw -1604559.244098 + Penalty 3102.876557 = -1601456.367541
  nChanged 18
		SP:Iteration 31Q (2410.560000 sec): 3 clusters
  Score: Raw -1604570.890749 + Penalty 3102.876557 = -1601468.014192
  nChanged 16
		SP:Iteration 32Q (2410.600000 sec): 3 clusters
  Score: Raw -1604578.965009 + Penalty 3102.876557 = -1601476.088452
  nChanged 12
		SP:Iteration 33Q (2410.630000 sec): 3 clusters
  Score: Raw -1604585.105202 + Penalty 3102.876557 = -1601482.228645
  nChanged 14
		SP:Iteration 34Q (2410.660000 sec): 3 clusters
  Score: Raw -1604590.480041 + Penalty 3102.876557 = -1601487.603484
  nChanged 5
		SP:Iteration 35Q (2410.690000 sec): 3 clusters
  Score: Raw -1604593.489602 + Penalty 3102.876557 = -1601490.613045
  nChanged 6
		SP:Iteration 36Q (2410.720000 sec): 3 clusters
  Score: Raw -1604598.572747 + Penalty 3102.876557 = -1601495.696190
  nChanged 7
		SP:Iteration 37Q (2410.750000 sec): 3 clusters
  Score: Raw -1604601.442752 + Penalty 3102.876557 = -1601498.566195
  nChanged 3
		SP:Iteration 38Q (2410.780000 sec): 3 clusters
  Score: Raw -1604603.473553 + Penalty 3102.876557 = -1601500.596996
  nChanged 3
		SP:Iteration 39Q (2410.810000 sec): 3 clusters
  Score: Raw -1604605.158353 + Penalty 3102.876557 = -1601502.281796
  nChanged 3
		SP:Iteration 40F (2410.850000 sec): 3 clusters
  Score: Raw -1604606.794158 + Penalty 3102.876557 = -1601503.917601
  nChanged 2
		SP:Iteration 41Q (2410.880000 sec): 3 clusters
  Score: Raw -1604607.394086 + Penalty 3102.876557 = -1601504.517528
  nChanged 0
		SP:Iteration 42F (2410.920000 sec): 3 clusters
  Score: Raw -1604607.394086 + Penalty 3102.876557 = -1601504.517528
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 52 (3830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2410.940000 sec): 2 clusters
  Score: Raw -434975.258349 + Penalty 1340.725763 = -433634.532585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2410.940000 sec): 3 clusters
  Score: Raw -433099.823024 + Penalty 2681.451527 = -430418.371497
  nChanged 1484
		SP:Iteration 1F (2410.950000 sec): 3 clusters
  Score: Raw -433929.325810 + Penalty 2681.451527 = -431247.874283
  nChanged 279
		SP:Iteration 2F (2410.960000 sec): 3 clusters
  Score: Raw -434103.988385 + Penalty 2681.451527 = -431422.536859
  nChanged 190
		SP:Iteration 3Q (2410.970000 sec): 3 clusters
  Score: Raw -434224.082717 + Penalty 2681.451527 = -431542.631191
  nChanged 172
		SP:Iteration 4Q (2410.980000 sec): 3 clusters
  Score: Raw -434323.972739 + Penalty 2681.451527 = -431642.521212
  nChanged 148
		SP:Iteration 5Q (2410.990000 sec): 3 clusters
  Score: Raw -434411.277142 + Penalty 2681.451527 = -431729.825615
  nChanged 137
		SP:Iteration 6Q (2411.000000 sec): 3 clusters
  Score: Raw -434494.308965 + Penalty 2681.451527 = -431812.857438
  nChanged 130
		SP:Iteration 7Q (2411.010000 sec): 3 clusters
  Score: Raw -434569.579547 + Penalty 2681.451527 = -431888.128020
  nChanged 108
		SP:Iteration 8Q (2411.020000 sec): 3 clusters
  Score: Raw -434637.793657 + Penalty 2681.451527 = -431956.342131
  nChanged 107
		SP:Iteration 9Q (2411.030000 sec): 3 clusters
  Score: Raw -434704.949183 + Penalty 2681.451527 = -432023.497656
  nChanged 116
		SP:Iteration 10Q (2411.040000 sec): 3 clusters
  Score: Raw -434780.004892 + Penalty 2681.451527 = -432098.553365
  nChanged 111
		SP:Iteration 11Q (2411.050000 sec): 3 clusters
  Score: Raw -434843.932123 + Penalty 2681.451527 = -432162.480597
  nChanged 95
		SP:Iteration 12Q (2411.060000 sec): 3 clusters
  Score: Raw -434898.035591 + Penalty 2681.451527 = -432216.584064
  nChanged 86
		SP:Iteration 13Q (2411.070000 sec): 3 clusters
  Score: Raw -434933.904441 + Penalty 2681.451527 = -432252.452915
  nChanged 57
		SP:Iteration 14Q (2411.080000 sec): 3 clusters
  Score: Raw -434960.508834 + Penalty 2681.451527 = -432279.057307
  nChanged 63
		SP:Iteration 15Q (2411.090000 sec): 3 clusters
  Score: Raw -434987.598137 + Penalty 2681.451527 = -432306.146611
  nChanged 45
		SP:Iteration 16Q (2411.100000 sec): 3 clusters
  Score: Raw -435004.342197 + Penalty 2681.451527 = -432322.890670
  nChanged 39
		SP:Iteration 17Q (2411.100000 sec): 3 clusters
  Score: Raw -435018.717124 + Penalty 2681.451527 = -432337.265597
  nChanged 35
		SP:Iteration 18Q (2411.120000 sec): 3 clusters
  Score: Raw -435032.641830 + Penalty 2681.451527 = -432351.190303
  nChanged 40
		SP:Iteration 19Q (2411.120000 sec): 3 clusters
  Score: Raw -435049.876190 + Penalty 2681.451527 = -432368.424663
  nChanged 50
		SP:Iteration 20F (2411.130000 sec): 3 clusters
  Score: Raw -435079.111120 + Penalty 2681.451527 = -432397.659593
  nChanged 45
		SP:Iteration 21Q (2411.140000 sec): 3 clusters
  Score: Raw -435107.635779 + Penalty 2681.451527 = -432426.184252
  nChanged 44
		SP:Iteration 22Q (2411.150000 sec): 3 clusters
  Score: Raw -435127.503286 + Penalty 2681.451527 = -432446.051760
  nChanged 35
		SP:Iteration 23Q (2411.160000 sec): 3 clusters
  Score: Raw -435142.520856 + Penalty 2681.451527 = -432461.069329
  nChanged 27
		SP:Iteration 24Q (2411.170000 sec): 3 clusters
  Score: Raw -435153.493062 + Penalty 2681.451527 = -432472.041535
  nChanged 30
		SP:Iteration 25Q (2411.180000 sec): 3 clusters
  Score: Raw -435166.897585 + Penalty 2681.451527 = -432485.446058
  nChanged 28
		SP:Iteration 26Q (2411.190000 sec): 3 clusters
  Score: Raw -435175.599510 + Penalty 2681.451527 = -432494.147983
  nChanged 24
		SP:Iteration 27Q (2411.200000 sec): 3 clusters
  Score: Raw -435183.103804 + Penalty 2681.451527 = -432501.652277
  nChanged 26
		SP:Iteration 28Q (2411.200000 sec): 3 clusters
  Score: Raw -435192.130737 + Penalty 2681.451527 = -432510.679210
  nChanged 19
		SP:Iteration 29Q (2411.210000 sec): 3 clusters
  Score: Raw -435198.005945 + Penalty 2681.451527 = -432516.554419
  nChanged 18
		SP:Iteration 30Q (2411.220000 sec): 3 clusters
  Score: Raw -435203.033078 + Penalty 2681.451527 = -432521.581552
  nChanged 17
		SP:Iteration 31Q (2411.230000 sec): 3 clusters
  Score: Raw -435208.242263 + Penalty 2681.451527 = -432526.790736
  nChanged 11
		SP:Iteration 32Q (2411.240000 sec): 3 clusters
  Score: Raw -435210.468935 + Penalty 2681.451527 = -432529.017408
  nChanged 7
		SP:Iteration 33Q (2411.240000 sec): 3 clusters
  Score: Raw -435212.204255 + Penalty 2681.451527 = -432530.752729
  nChanged 10
		SP:Iteration 34Q (2411.260000 sec): 3 clusters
  Score: Raw -435214.245590 + Penalty 2681.451527 = -432532.794064
  nChanged 7
		SP:Iteration 35Q (2411.260000 sec): 3 clusters
  Score: Raw -435215.762715 + Penalty 2681.451527 = -432534.311189
  nChanged 8
		SP:Iteration 36Q (2411.270000 sec): 3 clusters
  Score: Raw -435218.159850 + Penalty 2681.451527 = -432536.708324
  nChanged 9
		SP:Iteration 37Q (2411.280000 sec): 3 clusters
  Score: Raw -435220.919424 + Penalty 2681.451527 = -432539.467898
  nChanged 6
		SP:Iteration 38Q (2411.290000 sec): 3 clusters
  Score: Raw -435222.473493 + Penalty 2681.451527 = -432541.021966
  nChanged 7
		SP:Iteration 39Q (2411.300000 sec): 3 clusters
  Score: Raw -435224.889005 + Penalty 2681.451527 = -432543.437478
  nChanged 5
		SP:Iteration 40F (2411.310000 sec): 3 clusters
  Score: Raw -435227.131664 + Penalty 2681.451527 = -432545.680137
  nChanged 7
		SP:Iteration 41Q (2411.320000 sec): 3 clusters
  Score: Raw -435229.338893 + Penalty 2681.451527 = -432547.887366
  nChanged 8
		SP:Iteration 42Q (2411.320000 sec): 3 clusters
  Score: Raw -435231.638652 + Penalty 2681.451527 = -432550.187125
  nChanged 3
		SP:Iteration 43Q (2411.330000 sec): 3 clusters
  Score: Raw -435232.224545 + Penalty 2681.451527 = -432550.773018
  nChanged 2
		SP:Iteration 44Q (2411.340000 sec): 3 clusters
  Score: Raw -435232.677444 + Penalty 2681.451527 = -432551.225917
  nChanged 1
		SP:Iteration 45Q (2411.350000 sec): 3 clusters
  Score: Raw -435232.956472 + Penalty 2681.451527 = -432551.504946
  nChanged 2
		SP:Iteration 46Q (2411.360000 sec): 3 clusters
  Score: Raw -435233.273502 + Penalty 2681.451527 = -432551.821975
  nChanged 1
		SP:Iteration 47Q (2411.370000 sec): 3 clusters
  Score: Raw -435233.470140 + Penalty 2681.451527 = -432552.018613
  nChanged 0
		SP:Iteration 48F (2411.380000 sec): 3 clusters
  Score: Raw -435233.470140 + Penalty 2681.451527 = -432552.018613
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 53 (7385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2411.400000 sec): 2 clusters
  Score: Raw -831876.271476 + Penalty 1447.421007 = -830428.850469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2411.420000 sec): 3 clusters
  Score: Raw -827869.644005 + Penalty 2894.842013 = -824974.801991
  nChanged 3145
		SP:Iteration 1F (2411.440000 sec): 3 clusters
  Score: Raw -829673.579262 + Penalty 2894.842013 = -826778.737248
  nChanged 564
		SP:Iteration 2F (2411.460000 sec): 3 clusters
  Score: Raw -830102.107730 + Penalty 2894.842013 = -827207.265717
  nChanged 539
		SP:Iteration 3F (2411.480000 sec): 3 clusters
  Score: Raw -830634.082688 + Penalty 2894.842013 = -827739.240675
  nChanged 603
		SP:Iteration 4F (2411.500000 sec): 3 clusters
  Score: Raw -831336.915207 + Penalty 2894.842013 = -828442.073193
  nChanged 582
		SP:Iteration 5F (2411.510000 sec): 3 clusters
  Score: Raw -831893.556981 + Penalty 2894.842013 = -828998.714967
  nChanged 464
		SP:Iteration 6F (2411.530000 sec): 3 clusters
  Score: Raw -832315.172493 + Penalty 2894.842013 = -829420.330480
  nChanged 314
		SP:Iteration 7Q (2411.550000 sec): 3 clusters
  Score: Raw -832548.073644 + Penalty 2894.842013 = -829653.231630
  nChanged 206
		SP:Iteration 8Q (2411.570000 sec): 3 clusters
  Score: Raw -832687.248856 + Penalty 2894.842013 = -829792.406843
  nChanged 152
		SP:Iteration 9Q (2411.580000 sec): 3 clusters
  Score: Raw -832790.330183 + Penalty 2894.842013 = -829895.488170
  nChanged 122
		SP:Iteration 10Q (2411.600000 sec): 3 clusters
  Score: Raw -832844.164588 + Penalty 2894.842013 = -829949.322575
  nChanged 75
		SP:Iteration 11Q (2411.620000 sec): 3 clusters
  Score: Raw -832874.982513 + Penalty 2894.842013 = -829980.140500
  nChanged 60
		SP:Iteration 12Q (2411.640000 sec): 3 clusters
  Score: Raw -832894.900925 + Penalty 2894.842013 = -830000.058911
  nChanged 39
		SP:Iteration 13Q (2411.650000 sec): 3 clusters
  Score: Raw -832903.426710 + Penalty 2894.842013 = -830008.584697
  nChanged 22
		SP:Iteration 14Q (2411.670000 sec): 3 clusters
  Score: Raw -832910.329786 + Penalty 2894.842013 = -830015.487772
  nChanged 20
		SP:Iteration 15Q (2411.690000 sec): 3 clusters
  Score: Raw -832916.462151 + Penalty 2894.842013 = -830021.620137
  nChanged 17
		SP:Iteration 16Q (2411.700000 sec): 3 clusters
  Score: Raw -832920.553653 + Penalty 2894.842013 = -830025.711639
  nChanged 10
		SP:Iteration 17Q (2411.720000 sec): 3 clusters
  Score: Raw -832924.933753 + Penalty 2894.842013 = -830030.091740
  nChanged 18
		SP:Iteration 18Q (2411.740000 sec): 3 clusters
  Score: Raw -832931.537314 + Penalty 2894.842013 = -830036.695300
  nChanged 22
		SP:Iteration 19Q (2411.750000 sec): 3 clusters
  Score: Raw -832939.983584 + Penalty 2894.842013 = -830045.141570
  nChanged 25
		SP:Iteration 20F (2411.770000 sec): 3 clusters
  Score: Raw -832946.663172 + Penalty 2894.842013 = -830051.821159
  nChanged 16
		SP:Iteration 21Q (2411.790000 sec): 3 clusters
  Score: Raw -832950.676408 + Penalty 2894.842013 = -830055.834394
  nChanged 16
		SP:Iteration 22Q (2411.800000 sec): 3 clusters
  Score: Raw -832953.502146 + Penalty 2894.842013 = -830058.660133
  nChanged 14
		SP:Iteration 23Q (2411.820000 sec): 3 clusters
  Score: Raw -832955.813534 + Penalty 2894.842013 = -830060.971520
  nChanged 7
		SP:Iteration 24Q (2411.840000 sec): 3 clusters
  Score: Raw -832957.100673 + Penalty 2894.842013 = -830062.258660
  nChanged 5
		SP:Iteration 25Q (2411.850000 sec): 3 clusters
  Score: Raw -832957.652450 + Penalty 2894.842013 = -830062.810437
  nChanged 1
		SP:Iteration 26Q (2411.870000 sec): 3 clusters
  Score: Raw -832957.788656 + Penalty 2894.842013 = -830062.946643
  nChanged 0
		SP:Iteration 27F (2411.890000 sec): 3 clusters
  Score: Raw -832957.788656 + Penalty 2894.842013 = -830062.946643
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 54 (2310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2411.900000 sec): 2 clusters
  Score: Raw -206645.822998 + Penalty 1258.562956 = -205387.260042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2411.910000 sec): 3 clusters
  Score: Raw -205688.791801 + Penalty 2517.125911 = -203171.665890
  nChanged 871
		SP:Iteration 1F (2411.910000 sec): 3 clusters
  Score: Raw -206866.104711 + Penalty 2517.125911 = -204348.978800
  nChanged 303
		SP:Iteration 2F (2411.920000 sec): 3 clusters
  Score: Raw -207295.721645 + Penalty 2517.125911 = -204778.595734
  nChanged 164
		SP:Iteration 3F (2411.920000 sec): 3 clusters
  Score: Raw -207460.485619 + Penalty 2517.125911 = -204943.359708
  nChanged 89
		SP:Iteration 4Q (2411.930000 sec): 3 clusters
  Score: Raw -207547.112151 + Penalty 2517.125911 = -205029.986240
  nChanged 67
		SP:Iteration 5Q (2411.940000 sec): 3 clusters
  Score: Raw -207652.553849 + Penalty 2517.125911 = -205135.427938
  nChanged 71
		SP:Iteration 6Q (2411.940000 sec): 3 clusters
  Score: Raw -207729.646490 + Penalty 2517.125911 = -205212.520578
  nChanged 49
		SP:Iteration 7Q (2411.940000 sec): 3 clusters
  Score: Raw -207770.004745 + Penalty 2517.125911 = -205252.878834
  nChanged 38
		SP:Iteration 8Q (2411.950000 sec): 3 clusters
  Score: Raw -207810.983006 + Penalty 2517.125911 = -205293.857095
  nChanged 34
		SP:Iteration 9Q (2411.960000 sec): 3 clusters
  Score: Raw -207838.555615 + Penalty 2517.125911 = -205321.429704
  nChanged 24
		SP:Iteration 10Q (2411.960000 sec): 3 clusters
  Score: Raw -207855.890101 + Penalty 2517.125911 = -205338.764190
  nChanged 9
		SP:Iteration 11Q (2411.960000 sec): 3 clusters
  Score: Raw -207861.009551 + Penalty 2517.125911 = -205343.883639
  nChanged 6
		SP:Iteration 12Q (2411.970000 sec): 3 clusters
  Score: Raw -207864.378829 + Penalty 2517.125911 = -205347.252918
  nChanged 10
		SP:Iteration 13Q (2411.980000 sec): 3 clusters
  Score: Raw -207868.929940 + Penalty 2517.125911 = -205351.804029
  nChanged 9
		SP:Iteration 14Q (2411.980000 sec): 3 clusters
  Score: Raw -207873.056133 + Penalty 2517.125911 = -205355.930222
  nChanged 4
		SP:Iteration 15Q (2411.990000 sec): 3 clusters
  Score: Raw -207875.501785 + Penalty 2517.125911 = -205358.375874
  nChanged 3
		SP:Iteration 16Q (2411.990000 sec): 3 clusters
  Score: Raw -207877.163944 + Penalty 2517.125911 = -205360.038033
  nChanged 3
		SP:Iteration 17Q (2412.000000 sec): 3 clusters
  Score: Raw -207880.064251 + Penalty 2517.125911 = -205362.938340
  nChanged 3
		SP:Iteration 18Q (2412.000000 sec): 3 clusters
  Score: Raw -207881.082058 + Penalty 2517.125911 = -205363.956147
  nChanged 1
		SP:Iteration 19Q (2412.010000 sec): 3 clusters
  Score: Raw -207881.523692 + Penalty 2517.125911 = -205364.397781
  nChanged 0
		SP:Iteration 20F (2412.010000 sec): 3 clusters
  Score: Raw -207881.523692 + Penalty 2517.125911 = -205364.397781
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 55 (5023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2412.030000 sec): 2 clusters
  Score: Raw -572018.088520 + Penalty 1384.789680 = -570633.298840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2412.040000 sec): 3 clusters
  Score: Raw -569365.158372 + Penalty 2769.579359 = -566595.579012
  nChanged 2044
		SP:Iteration 1F (2412.060000 sec): 3 clusters
  Score: Raw -570514.441754 + Penalty 2769.579359 = -567744.862395
  nChanged 364
		SP:Iteration 2F (2412.070000 sec): 3 clusters
  Score: Raw -570716.228175 + Penalty 2769.579359 = -567946.648816
  nChanged 280
		SP:Iteration 3F (2412.080000 sec): 3 clusters
  Score: Raw -570876.319004 + Penalty 2769.579359 = -568106.739645
  nChanged 244
		SP:Iteration 4Q (2412.090000 sec): 3 clusters
  Score: Raw -571015.899892 + Penalty 2769.579359 = -568246.320532
  nChanged 237
		SP:Iteration 5Q (2412.100000 sec): 3 clusters
  Score: Raw -571152.136761 + Penalty 2769.579359 = -568382.557402
  nChanged 228
		SP:Iteration 6Q (2412.120000 sec): 3 clusters
  Score: Raw -571312.418567 + Penalty 2769.579359 = -568542.839208
  nChanged 225
		SP:Iteration 7Q (2412.130000 sec): 3 clusters
  Score: Raw -571455.617657 + Penalty 2769.579359 = -568686.038298
  nChanged 224
		SP:Iteration 8Q (2412.140000 sec): 3 clusters
  Score: Raw -571596.504737 + Penalty 2769.579359 = -568826.925377
  nChanged 189
		SP:Iteration 9Q (2412.160000 sec): 3 clusters
  Score: Raw -571713.655011 + Penalty 2769.579359 = -568944.075652
  nChanged 163
		SP:Iteration 10Q (2412.170000 sec): 3 clusters
  Score: Raw -571803.980589 + Penalty 2769.579359 = -569034.401230
  nChanged 124
		SP:Iteration 11Q (2412.180000 sec): 3 clusters
  Score: Raw -571867.633543 + Penalty 2769.579359 = -569098.054184
  nChanged 104
		SP:Iteration 12Q (2412.190000 sec): 3 clusters
  Score: Raw -571926.474580 + Penalty 2769.579359 = -569156.895221
  nChanged 91
		SP:Iteration 13Q (2412.200000 sec): 3 clusters
  Score: Raw -571972.039454 + Penalty 2769.579359 = -569202.460095
  nChanged 84
		SP:Iteration 14Q (2412.220000 sec): 3 clusters
  Score: Raw -572025.902015 + Penalty 2769.579359 = -569256.322656
  nChanged 92
		SP:Iteration 15Q (2412.230000 sec): 3 clusters
  Score: Raw -572088.655714 + Penalty 2769.579359 = -569319.076355
  nChanged 82
		SP:Iteration 16Q (2412.240000 sec): 3 clusters
  Score: Raw -572137.499845 + Penalty 2769.579359 = -569367.920486
  nChanged 63
		SP:Iteration 17Q (2412.260000 sec): 3 clusters
  Score: Raw -572172.738572 + Penalty 2769.579359 = -569403.159213
  nChanged 42
		SP:Iteration 18Q (2412.270000 sec): 3 clusters
  Score: Raw -572198.055276 + Penalty 2769.579359 = -569428.475917
  nChanged 46
		SP:Iteration 19Q (2412.280000 sec): 3 clusters
  Score: Raw -572222.861435 + Penalty 2769.579359 = -569453.282076
  nChanged 30
		SP:Iteration 20F (2412.290000 sec): 3 clusters
  Score: Raw -572241.608898 + Penalty 2769.579359 = -569472.029539
  nChanged 25
		SP:Iteration 21Q (2412.300000 sec): 3 clusters
  Score: Raw -572256.214643 + Penalty 2769.579359 = -569486.635284
  nChanged 25
		SP:Iteration 22Q (2412.320000 sec): 3 clusters
  Score: Raw -572271.089413 + Penalty 2769.579359 = -569501.510053
  nChanged 15
		SP:Iteration 23Q (2412.330000 sec): 3 clusters
  Score: Raw -572280.665556 + Penalty 2769.579359 = -569511.086197
  nChanged 14
		SP:Iteration 24Q (2412.340000 sec): 3 clusters
  Score: Raw -572292.831236 + Penalty 2769.579359 = -569523.251877
  nChanged 18
		SP:Iteration 25Q (2412.350000 sec): 3 clusters
  Score: Raw -572305.237924 + Penalty 2769.579359 = -569535.658565
  nChanged 13
		SP:Iteration 26Q (2412.360000 sec): 3 clusters
  Score: Raw -572314.427745 + Penalty 2769.579359 = -569544.848386
  nChanged 12
		SP:Iteration 27Q (2412.380000 sec): 3 clusters
  Score: Raw -572322.205422 + Penalty 2769.579359 = -569552.626063
  nChanged 9
		SP:Iteration 28Q (2412.390000 sec): 3 clusters
  Score: Raw -572326.078209 + Penalty 2769.579359 = -569556.498850
  nChanged 6
		SP:Iteration 29Q (2412.400000 sec): 3 clusters
  Score: Raw -572328.470948 + Penalty 2769.579359 = -569558.891589
  nChanged 5
		SP:Iteration 30Q (2412.410000 sec): 3 clusters
  Score: Raw -572331.101310 + Penalty 2769.579359 = -569561.521951
  nChanged 4
		SP:Iteration 31Q (2412.420000 sec): 3 clusters
  Score: Raw -572333.067262 + Penalty 2769.579359 = -569563.487902
  nChanged 9
		SP:Iteration 32Q (2412.440000 sec): 3 clusters
  Score: Raw -572338.622824 + Penalty 2769.579359 = -569569.043465
  nChanged 6
		SP:Iteration 33Q (2412.450000 sec): 3 clusters
  Score: Raw -572343.931402 + Penalty 2769.579359 = -569574.352043
  nChanged 10
		SP:Iteration 34Q (2412.460000 sec): 3 clusters
  Score: Raw -572353.774101 + Penalty 2769.579359 = -569584.194741
  nChanged 12
		SP:Iteration 35Q (2412.470000 sec): 3 clusters
  Score: Raw -572362.293742 + Penalty 2769.579359 = -569592.714383
  nChanged 5
		SP:Iteration 36Q (2412.480000 sec): 3 clusters
  Score: Raw -572365.681073 + Penalty 2769.579359 = -569596.101714
  nChanged 7
		SP:Iteration 37Q (2412.500000 sec): 3 clusters
  Score: Raw -572369.873157 + Penalty 2769.579359 = -569600.293798
  nChanged 1
		SP:Iteration 38Q (2412.510000 sec): 3 clusters
  Score: Raw -572370.816034 + Penalty 2769.579359 = -569601.236675
  nChanged 0
		SP:Iteration 39F (2412.520000 sec): 3 clusters
  Score: Raw -572370.816034 + Penalty 2769.579359 = -569601.236675
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 56 (97075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2412.850000 sec): 2 clusters
  Score: Raw -11403324.266472 + Penalty 1866.026363 = -11401458.240109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2413.110000 sec): 3 clusters
  Score: Raw -11340412.140113 + Penalty 3732.052725 = -11336680.087387
  nChanged 46210
		SP:Iteration 1F (2413.370000 sec): 3 clusters
  Score: Raw -11367723.287397 + Penalty 3732.052725 = -11363991.234672
  nChanged 4402
		SP:Iteration 2Q (2413.630000 sec): 3 clusters
  Score: Raw -11369578.148722 + Penalty 3732.052725 = -11365846.095997
  nChanged 5976
		SP:Iteration 3F (2413.890000 sec): 3 clusters
  Score: Raw -11373009.837642 + Penalty 3732.052725 = -11369277.784917
  nChanged 7836
		SP:Iteration 4F (2414.150000 sec): 3 clusters
  Score: Raw -11379134.011446 + Penalty 3732.052725 = -11375401.958721
  nChanged 8928
		SP:Iteration 5F (2414.410000 sec): 3 clusters
  Score: Raw -11387662.155518 + Penalty 3732.052725 = -11383930.102792
  nChanged 7744
		SP:Iteration 6F (2414.670000 sec): 3 clusters
  Score: Raw -11395615.699101 + Penalty 3732.052725 = -11391883.646376
  nChanged 4707
		SP:Iteration 7Q (2414.920000 sec): 3 clusters
  Score: Raw -11400199.513096 + Penalty 3732.052725 = -11396467.460370
  nChanged 2214
		SP:Iteration 8Q (2415.150000 sec): 3 clusters
  Score: Raw -11402254.428181 + Penalty 3732.052725 = -11398522.375455
  nChanged 935
		SP:Iteration 9Q (2415.370000 sec): 3 clusters
  Score: Raw -11403111.912783 + Penalty 3732.052725 = -11399379.860058
  nChanged 417
		SP:Iteration 10Q (2415.570000 sec): 3 clusters
  Score: Raw -11403507.611666 + Penalty 3732.052725 = -11399775.558941
  nChanged 254
		SP:Iteration 11Q (2415.750000 sec): 3 clusters
  Score: Raw -11403718.941904 + Penalty 3732.052725 = -11399986.889178
  nChanged 177
		SP:Iteration 12Q (2415.940000 sec): 3 clusters
  Score: Raw -11403857.666942 + Penalty 3732.052725 = -11400125.614217
  nChanged 131
		SP:Iteration 13Q (2416.120000 sec): 3 clusters
  Score: Raw -11403948.304776 + Penalty 3732.052725 = -11400216.252051
  nChanged 101
		SP:Iteration 14Q (2416.310000 sec): 3 clusters
  Score: Raw -11404016.226370 + Penalty 3732.052725 = -11400284.173645
  nChanged 98
		SP:Iteration 15Q (2416.490000 sec): 3 clusters
  Score: Raw -11404070.161441 + Penalty 3732.052725 = -11400338.108715
  nChanged 89
		SP:Iteration 16Q (2416.670000 sec): 3 clusters
  Score: Raw -11404118.613745 + Penalty 3732.052725 = -11400386.561020
  nChanged 83
		SP:Iteration 17Q (2416.860000 sec): 3 clusters
  Score: Raw -11404157.884818 + Penalty 3732.052725 = -11400425.832093
  nChanged 65
		SP:Iteration 18Q (2417.040000 sec): 3 clusters
  Score: Raw -11404195.055181 + Penalty 3732.052725 = -11400463.002456
  nChanged 82
		SP:Iteration 19Q (2417.220000 sec): 3 clusters
  Score: Raw -11404242.131607 + Penalty 3732.052725 = -11400510.078882
  nChanged 83
		SP:Iteration 20F (2417.470000 sec): 3 clusters
  Score: Raw -11404280.959715 + Penalty 3732.052725 = -11400548.906989
  nChanged 60
		SP:Iteration 21Q (2417.650000 sec): 3 clusters
  Score: Raw -11404306.521176 + Penalty 3732.052725 = -11400574.468450
  nChanged 45
		SP:Iteration 22Q (2417.840000 sec): 3 clusters
  Score: Raw -11404322.380363 + Penalty 3732.052725 = -11400590.327638
  nChanged 41
		SP:Iteration 23Q (2418.020000 sec): 3 clusters
  Score: Raw -11404337.224309 + Penalty 3732.052725 = -11400605.171584
  nChanged 35
		SP:Iteration 24Q (2418.200000 sec): 3 clusters
  Score: Raw -11404347.799092 + Penalty 3732.052725 = -11400615.746367
  nChanged 31
		SP:Iteration 25Q (2418.380000 sec): 3 clusters
  Score: Raw -11404356.778398 + Penalty 3732.052725 = -11400624.725672
  nChanged 25
		SP:Iteration 26Q (2418.570000 sec): 3 clusters
  Score: Raw -11404364.557975 + Penalty 3732.052725 = -11400632.505250
  nChanged 24
		SP:Iteration 27Q (2418.750000 sec): 3 clusters
  Score: Raw -11404370.853274 + Penalty 3732.052725 = -11400638.800549
  nChanged 28
		SP:Iteration 28Q (2418.930000 sec): 3 clusters
  Score: Raw -11404378.655422 + Penalty 3732.052725 = -11400646.602697
  nChanged 27
		SP:Iteration 29Q (2419.110000 sec): 3 clusters
  Score: Raw -11404387.085525 + Penalty 3732.052725 = -11400655.032800
  nChanged 36
		SP:Iteration 30Q (2419.290000 sec): 3 clusters
  Score: Raw -11404397.747426 + Penalty 3732.052725 = -11400665.694700
  nChanged 32
		SP:Iteration 31Q (2419.470000 sec): 3 clusters
  Score: Raw -11404407.046648 + Penalty 3732.052725 = -11400674.993923
  nChanged 23
		SP:Iteration 32Q (2419.650000 sec): 3 clusters
  Score: Raw -11404413.434287 + Penalty 3732.052725 = -11400681.381562
  nChanged 20
		SP:Iteration 33Q (2419.830000 sec): 3 clusters
  Score: Raw -11404418.158605 + Penalty 3732.052725 = -11400686.105879
  nChanged 19
		SP:Iteration 34Q (2420.010000 sec): 3 clusters
  Score: Raw -11404424.096728 + Penalty 3732.052725 = -11400692.044002
  nChanged 17
		SP:Iteration 35Q (2420.190000 sec): 3 clusters
  Score: Raw -11404429.046283 + Penalty 3732.052725 = -11400696.993558
  nChanged 17
		SP:Iteration 36Q (2420.380000 sec): 3 clusters
  Score: Raw -11404432.377666 + Penalty 3732.052725 = -11400700.324941
  nChanged 8
		SP:Iteration 37Q (2420.560000 sec): 3 clusters
  Score: Raw -11404433.952868 + Penalty 3732.052725 = -11400701.900143
  nChanged 8
		SP:Iteration 38Q (2420.740000 sec): 3 clusters
  Score: Raw -11404436.032524 + Penalty 3732.052725 = -11400703.979799
  nChanged 9
		SP:Iteration 39Q (2420.930000 sec): 3 clusters
  Score: Raw -11404438.680880 + Penalty 3732.052725 = -11400706.628155
  nChanged 9
		SP:Iteration 40F (2421.180000 sec): 3 clusters
  Score: Raw -11404441.208273 + Penalty 3732.052725 = -11400709.155548
  nChanged 8
		SP:Iteration 41Q (2421.360000 sec): 3 clusters
  Score: Raw -11404443.432302 + Penalty 3732.052725 = -11400711.379577
  nChanged 8
		SP:Iteration 42Q (2421.550000 sec): 3 clusters
  Score: Raw -11404445.625220 + Penalty 3732.052725 = -11400713.572495
  nChanged 7
		SP:Iteration 43Q (2421.730000 sec): 3 clusters
  Score: Raw -11404447.782497 + Penalty 3732.052725 = -11400715.729771
  nChanged 6
		SP:Iteration 44Q (2421.910000 sec): 3 clusters
  Score: Raw -11404448.689238 + Penalty 3732.052725 = -11400716.636513
  nChanged 6
		SP:Iteration 45Q (2422.090000 sec): 3 clusters
  Score: Raw -11404450.115641 + Penalty 3732.052725 = -11400718.062915
  nChanged 10
		SP:Iteration 46Q (2422.270000 sec): 3 clusters
  Score: Raw -11404451.761457 + Penalty 3732.052725 = -11400719.708732
  nChanged 6
		SP:Iteration 47Q (2422.450000 sec): 3 clusters
  Score: Raw -11404452.456770 + Penalty 3732.052725 = -11400720.404045
  nChanged 2
		SP:Iteration 48Q (2422.630000 sec): 3 clusters
  Score: Raw -11404452.958670 + Penalty 3732.052725 = -11400720.905945
  nChanged 0
		SP:Iteration 49F (2422.890000 sec): 3 clusters
  Score: Raw -11404452.958670 + Penalty 3732.052725 = -11400720.905945
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 57 (4203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2422.950000 sec): 2 clusters
  Score: Raw -438713.122446 + Penalty 1355.827498 = -437357.294948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2422.960000 sec): 3 clusters
  Score: Raw -436577.802004 + Penalty 2711.654996 = -433866.147008
  nChanged 1721
		SP:Iteration 1F (2422.970000 sec): 3 clusters
  Score: Raw -437659.265054 + Penalty 2711.654996 = -434947.610058
  nChanged 362
		SP:Iteration 2F (2422.980000 sec): 3 clusters
  Score: Raw -437912.347758 + Penalty 2711.654996 = -435200.692762
  nChanged 247
		SP:Iteration 3F (2422.990000 sec): 3 clusters
  Score: Raw -438091.445104 + Penalty 2711.654996 = -435379.790108
  nChanged 232
		SP:Iteration 4F (2423.000000 sec): 3 clusters
  Score: Raw -438251.264688 + Penalty 2711.654996 = -435539.609691
  nChanged 194
		SP:Iteration 5Q (2423.010000 sec): 3 clusters
  Score: Raw -438426.966353 + Penalty 2711.654996 = -435715.311357
  nChanged 210
		SP:Iteration 6Q (2423.020000 sec): 3 clusters
  Score: Raw -438669.059806 + Penalty 2711.654996 = -435957.404809
  nChanged 185
		SP:Iteration 7Q (2423.030000 sec): 3 clusters
  Score: Raw -438859.691073 + Penalty 2711.654996 = -436148.036076
  nChanged 177
		SP:Iteration 8Q (2423.040000 sec): 3 clusters
  Score: Raw -438985.689070 + Penalty 2711.654996 = -436274.034073
  nChanged 147
		SP:Iteration 9Q (2423.050000 sec): 3 clusters
  Score: Raw -439088.028203 + Penalty 2711.654996 = -436376.373207
  nChanged 125
		SP:Iteration 10Q (2423.060000 sec): 3 clusters
  Score: Raw -439173.159826 + Penalty 2711.654996 = -436461.504830
  nChanged 111
		SP:Iteration 11Q (2423.070000 sec): 3 clusters
  Score: Raw -439245.466308 + Penalty 2711.654996 = -436533.811312
  nChanged 89
		SP:Iteration 12Q (2423.080000 sec): 3 clusters
  Score: Raw -439307.819336 + Penalty 2711.654996 = -436596.164340
  nChanged 88
		SP:Iteration 13Q (2423.090000 sec): 3 clusters
  Score: Raw -439389.367015 + Penalty 2711.654996 = -436677.712018
  nChanged 99
		SP:Iteration 14Q (2423.100000 sec): 3 clusters
  Score: Raw -439486.184513 + Penalty 2711.654996 = -436774.529517
  nChanged 109
		SP:Iteration 15Q (2423.110000 sec): 3 clusters
  Score: Raw -439615.912993 + Penalty 2711.654996 = -436904.257996
  nChanged 112
		SP:Iteration 16Q (2423.120000 sec): 3 clusters
  Score: Raw -439776.899212 + Penalty 2711.654996 = -437065.244216
  nChanged 113
		SP:Iteration 17Q (2423.130000 sec): 3 clusters
  Score: Raw -439959.789950 + Penalty 2711.654996 = -437248.134954
  nChanged 81
		SP:Iteration 18Q (2423.140000 sec): 3 clusters
  Score: Raw -440049.214204 + Penalty 2711.654996 = -437337.559208
  nChanged 53
		SP:Iteration 19Q (2423.150000 sec): 3 clusters
  Score: Raw -440079.307808 + Penalty 2711.654996 = -437367.652811
  nChanged 34
		SP:Iteration 20F (2423.160000 sec): 3 clusters
  Score: Raw -440094.017039 + Penalty 2711.654996 = -437382.362043
  nChanged 22
		SP:Iteration 21Q (2423.170000 sec): 3 clusters
  Score: Raw -440101.007901 + Penalty 2711.654996 = -437389.352905
  nChanged 14
		SP:Iteration 22Q (2423.170000 sec): 3 clusters
  Score: Raw -440105.227470 + Penalty 2711.654996 = -437393.572474
  nChanged 10
		SP:Iteration 23Q (2423.180000 sec): 3 clusters
  Score: Raw -440109.850532 + Penalty 2711.654996 = -437398.195536
  nChanged 10
		SP:Iteration 24Q (2423.190000 sec): 3 clusters
  Score: Raw -440113.539918 + Penalty 2711.654996 = -437401.884922
  nChanged 6
		SP:Iteration 25Q (2423.200000 sec): 3 clusters
  Score: Raw -440115.466195 + Penalty 2711.654996 = -437403.811199
  nChanged 1
		SP:Iteration 26Q (2423.210000 sec): 3 clusters
  Score: Raw -440115.912127 + Penalty 2711.654996 = -437404.257131
  nChanged 3
		SP:Iteration 27Q (2423.220000 sec): 3 clusters
  Score: Raw -440116.742460 + Penalty 2711.654996 = -437405.087464
  nChanged 3
		SP:Iteration 28Q (2423.230000 sec): 3 clusters
  Score: Raw -440117.382932 + Penalty 2711.654996 = -437405.727936
  nChanged 1
		SP:Iteration 29Q (2423.230000 sec): 3 clusters
  Score: Raw -440117.585538 + Penalty 2711.654996 = -437405.930541
  nChanged 2
		SP:Iteration 30Q (2423.240000 sec): 3 clusters
  Score: Raw -440118.248168 + Penalty 2711.654996 = -437406.593172
  nChanged 1
		SP:Iteration 31Q (2423.250000 sec): 3 clusters
  Score: Raw -440118.505080 + Penalty 2711.654996 = -437406.850083
  nChanged 2
		SP:Iteration 32Q (2423.260000 sec): 3 clusters
  Score: Raw -440118.859224 + Penalty 2711.654996 = -437407.204228
  nChanged 0
		SP:Iteration 33F (2423.270000 sec): 3 clusters
  Score: Raw -440118.859224 + Penalty 2711.654996 = -437407.204228
  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 12.42 GB.

 Trying to split cluster 58 (18956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2423.330000 sec): 2 clusters
  Score: Raw -2263327.558293 + Penalty 1600.604815 = -2261726.953478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2423.390000 sec): 3 clusters
  Score: Raw -2252070.722403 + Penalty 3201.209630 = -2248869.512773
  nChanged 8559
		SP:Iteration 1F (2423.430000 sec): 3 clusters
  Score: Raw -2256589.968095 + Penalty 3201.209630 = -2253388.758466
  nChanged 897
		SP:Iteration 2Q (2423.490000 sec): 3 clusters
  Score: Raw -2256870.853416 + Penalty 3201.209630 = -2253669.643786
  nChanged 766
		SP:Iteration 3Q (2423.540000 sec): 3 clusters
  Score: Raw -2257114.020146 + Penalty 3201.209630 = -2253912.810517
  nChanged 755
		SP:Iteration 4Q (2423.590000 sec): 3 clusters
  Score: Raw -2257381.319261 + Penalty 3201.209630 = -2254180.109631
  nChanged 831
		SP:Iteration 5Q (2423.640000 sec): 3 clusters
  Score: Raw -2257725.656591 + Penalty 3201.209630 = -2254524.446961
  nChanged 963
		SP:Iteration 6F (2423.690000 sec): 3 clusters
  Score: Raw -2258240.396923 + Penalty 3201.209630 = -2255039.187293
  nChanged 1134
		SP:Iteration 7F (2423.740000 sec): 3 clusters
  Score: Raw -2258988.472050 + Penalty 3201.209630 = -2255787.262420
  nChanged 1355
		SP:Iteration 8F (2423.790000 sec): 3 clusters
  Score: Raw -2260056.074559 + Penalty 3201.209630 = -2256854.864930
  nChanged 1292
		SP:Iteration 9F (2423.840000 sec): 3 clusters
  Score: Raw -2261202.003000 + Penalty 3201.209630 = -2258000.793371
  nChanged 1051
		SP:Iteration 10F (2423.890000 sec): 3 clusters
  Score: Raw -2262176.208899 + Penalty 3201.209630 = -2258974.999270
  nChanged 663
		SP:Iteration 11Q (2423.930000 sec): 3 clusters
  Score: Raw -2262796.490262 + Penalty 3201.209630 = -2259595.280632
  nChanged 353
		SP:Iteration 12Q (2423.970000 sec): 3 clusters
  Score: Raw -2263126.669642 + Penalty 3201.209630 = -2259925.460012
  nChanged 169
		SP:Iteration 13Q (2424.010000 sec): 3 clusters
  Score: Raw -2263295.263110 + Penalty 3201.209630 = -2260094.053481
  nChanged 63
		SP:Iteration 14Q (2424.050000 sec): 3 clusters
  Score: Raw -2263377.564023 + Penalty 3201.209630 = -2260176.354393
  nChanged 36
		SP:Iteration 15Q (2424.090000 sec): 3 clusters
  Score: Raw -2263430.739931 + Penalty 3201.209630 = -2260229.530301
  nChanged 17
		SP:Iteration 16Q (2424.120000 sec): 3 clusters
  Score: Raw -2263456.668170 + Penalty 3201.209630 = -2260255.458540
  nChanged 12
		SP:Iteration 17Q (2424.150000 sec): 3 clusters
  Score: Raw -2263478.010011 + Penalty 3201.209630 = -2260276.800382
  nChanged 8
		SP:Iteration 18Q (2424.190000 sec): 3 clusters
  Score: Raw -2263492.744204 + Penalty 3201.209630 = -2260291.534575
  nChanged 6
		SP:Iteration 19Q (2424.220000 sec): 3 clusters
  Score: Raw -2263499.356643 + Penalty 3201.209630 = -2260298.147013
  nChanged 4
		SP:Iteration 20F (2424.270000 sec): 3 clusters
  Score: Raw -2263507.327882 + Penalty 3201.209630 = -2260306.118253
  nChanged 4
		SP:Iteration 21Q (2424.310000 sec): 3 clusters
  Score: Raw -2263517.643641 + Penalty 3201.209630 = -2260316.434011
  nChanged 3
		SP:Iteration 22Q (2424.340000 sec): 3 clusters
  Score: Raw -2263520.982737 + Penalty 3201.209630 = -2260319.773108
  nChanged 2
		SP:Iteration 23Q (2424.370000 sec): 3 clusters
  Score: Raw -2263524.934771 + Penalty 3201.209630 = -2260323.725141
  nChanged 1
		SP:Iteration 24Q (2424.410000 sec): 3 clusters
  Score: Raw -2263526.511154 + Penalty 3201.209630 = -2260325.301525
  nChanged 1
		SP:Iteration 25Q (2424.440000 sec): 3 clusters
  Score: Raw -2263528.323722 + Penalty 3201.209630 = -2260327.114093
  nChanged 1
		SP:Iteration 26Q (2424.470000 sec): 3 clusters
  Score: Raw -2263530.237530 + Penalty 3201.209630 = -2260329.027900
  nChanged 1
		SP:Iteration 27Q (2424.510000 sec): 3 clusters
  Score: Raw -2263530.978897 + Penalty 3201.209630 = -2260329.769268
  nChanged 0
		SP:Iteration 28F (2424.560000 sec): 3 clusters
  Score: Raw -2263530.978897 + Penalty 3201.209630 = -2260329.769268
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 59 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2424.570000 sec): 2 clusters
  Score: Raw -42482.103059 + Penalty 983.846394 = -41498.256666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2424.570000 sec): 3 clusters
  Score: Raw -42466.691609 + Penalty 1967.692788 = -40498.998822
  nChanged 113
		SP:Iteration 1F (2424.570000 sec): 3 clusters
  Score: Raw -42667.052743 + Penalty 1967.692788 = -40699.359956
  nChanged 29
		SP:Iteration 2F (2424.570000 sec): 3 clusters
  Score: Raw -42723.674382 + Penalty 1967.692788 = -40755.981594
  nChanged 17
		SP:Iteration 3Q (2424.580000 sec): 3 clusters
  Score: Raw -42744.459823 + Penalty 1967.692788 = -40776.767035
  nChanged 8
		SP:Iteration 4Q (2424.580000 sec): 3 clusters
  Score: Raw -42755.106225 + Penalty 1967.692788 = -40787.413438
  nChanged 3
		SP:Iteration 5Q (2424.580000 sec): 3 clusters
  Score: Raw -42760.272376 + Penalty 1967.692788 = -40792.579588
  nChanged 2
		SP:Iteration 6Q (2424.580000 sec): 3 clusters
  Score: Raw -42765.313845 + Penalty 1967.692788 = -40797.621058
  nChanged 2
		SP:Iteration 7Q (2424.580000 sec): 3 clusters
  Score: Raw -42770.776320 + Penalty 1967.692788 = -40803.083532
  nChanged 4
		SP:Iteration 8Q (2424.580000 sec): 3 clusters
  Score: Raw -42775.823221 + Penalty 1967.692788 = -40808.130433
  nChanged 3
		SP:Iteration 9Q (2424.580000 sec): 3 clusters
  Score: Raw -42781.412759 + Penalty 1967.692788 = -40813.719972
  nChanged 4
		SP:Iteration 10Q (2424.580000 sec): 3 clusters
  Score: Raw -42787.915424 + Penalty 1967.692788 = -40820.222636
  nChanged 3
		SP:Iteration 11Q (2424.590000 sec): 3 clusters
  Score: Raw -42794.918613 + Penalty 1967.692788 = -40827.225825
  nChanged 5
		SP:Iteration 12Q (2424.590000 sec): 3 clusters
  Score: Raw -42800.160746 + Penalty 1967.692788 = -40832.467959
  nChanged 4
		SP:Iteration 13Q (2424.590000 sec): 3 clusters
  Score: Raw -42807.839560 + Penalty 1967.692788 = -40840.146772
  nChanged 1
		SP:Iteration 14Q (2424.590000 sec): 3 clusters
  Score: Raw -42809.412173 + Penalty 1967.692788 = -40841.719385
  nChanged 0
		SP:Iteration 15F (2424.590000 sec): 3 clusters
  Score: Raw -42809.412173 + Penalty 1967.692788 = -40841.719385
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 60 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2424.590000 sec): 2 clusters
  Score: Raw -53478.184486 + Penalty 1014.992349 = -52463.192136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2424.590000 sec): 3 clusters
  Score: Raw -53518.371801 + Penalty 2029.984699 = -51488.387102
  nChanged 142
		SP:Iteration 1F (2424.590000 sec): 3 clusters
  Score: Raw -53869.772973 + Penalty 2029.984699 = -51839.788274
  nChanged 52
		SP:Iteration 2F (2424.600000 sec): 3 clusters
  Score: Raw -54002.494835 + Penalty 2029.984699 = -51972.510136
  nChanged 27
		SP:Iteration 3F (2424.600000 sec): 3 clusters
  Score: Raw -54054.613607 + Penalty 2029.984699 = -52024.628908
  nChanged 16
		SP:Iteration 4Q (2424.600000 sec): 3 clusters
  Score: Raw -54098.347149 + Penalty 2029.984699 = -52068.362451
  nChanged 19
		SP:Iteration 5Q (2424.600000 sec): 3 clusters
  Score: Raw -54166.293096 + Penalty 2029.984699 = -52136.308397
  nChanged 23
		SP:Iteration 6Q (2424.600000 sec): 3 clusters
  Score: Raw -54269.170349 + Penalty 2029.984699 = -52239.185651
  nChanged 26
		SP:Iteration 7F (2424.600000 sec): 3 clusters
  Score: Raw -54505.510721 + Penalty 2029.984699 = -52475.526022
  nChanged 34
		SP:Iteration 8F (2424.610000 sec): 3 clusters
  Score: Raw -54766.228617 + Penalty 2029.984699 = -52736.243919
  nChanged 20
		SP:Iteration 9Q (2424.610000 sec): 3 clusters
  Score: Raw -54941.560363 + Penalty 2029.984699 = -52911.575664
  nChanged 21
		SP:Iteration 10Q (2424.610000 sec): 3 clusters
  Score: Raw -55018.022730 + Penalty 2029.984699 = -52988.038031
  nChanged 12
		SP:Iteration 11Q (2424.610000 sec): 3 clusters
  Score: Raw -55098.704435 + Penalty 2029.984699 = -53068.719736
  nChanged 3
		SP:Iteration 12Q (2424.610000 sec): 3 clusters
  Score: Raw -55153.033319 + Penalty 2029.984699 = -53123.048620
  nChanged 0
		SP:Iteration 13F (2424.610000 sec): 3 clusters
  Score: Raw -55153.374546 + Penalty 2029.984699 = -53123.389847
  nChanged 1
		SP:Iteration 14Q (2424.610000 sec): 3 clusters
  Score: Raw -55165.610261 + Penalty 2029.984699 = -53135.625562
  nChanged 0
		SP:Iteration 15F (2424.610000 sec): 3 clusters
  Score: Raw -55165.610261 + Penalty 2029.984699 = -53135.625562
  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 12.42 GB.

 Trying to split cluster 61 (20137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2424.680000 sec): 2 clusters
  Score: Raw -2310897.334991 + Penalty 1610.426057 = -2309286.908934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2424.740000 sec): 3 clusters
  Score: Raw -2298832.391289 + Penalty 3220.852114 = -2295611.539175
  nChanged 9187
		SP:Iteration 1F (2424.790000 sec): 3 clusters
  Score: Raw -2303739.928732 + Penalty 3220.852114 = -2300519.076617
  nChanged 1051
		SP:Iteration 2F (2424.840000 sec): 3 clusters
  Score: Raw -2304148.443585 + Penalty 3220.852114 = -2300927.591470
  nChanged 1081
		SP:Iteration 3F (2424.900000 sec): 3 clusters
  Score: Raw -2304640.819145 + Penalty 3220.852114 = -2301419.967031
  nChanged 1181
		SP:Iteration 4F (2424.950000 sec): 3 clusters
  Score: Raw -2305254.191308 + Penalty 3220.852114 = -2302033.339193
  nChanged 1285
		SP:Iteration 5F (2425.010000 sec): 3 clusters
  Score: Raw -2305965.866607 + Penalty 3220.852114 = -2302745.014493
  nChanged 1223
		SP:Iteration 6F (2425.060000 sec): 3 clusters
  Score: Raw -2306652.272338 + Penalty 3220.852114 = -2303431.420224
  nChanged 1105
		SP:Iteration 7F (2425.110000 sec): 3 clusters
  Score: Raw -2307258.312264 + Penalty 3220.852114 = -2304037.460149
  nChanged 1008
		SP:Iteration 8F (2425.170000 sec): 3 clusters
  Score: Raw -2307805.059576 + Penalty 3220.852114 = -2304584.207462
  nChanged 913
		SP:Iteration 9Q (2425.220000 sec): 3 clusters
  Score: Raw -2308332.713044 + Penalty 3220.852114 = -2305111.860930
  nChanged 826
		SP:Iteration 10Q (2425.270000 sec): 3 clusters
  Score: Raw -2308835.085299 + Penalty 3220.852114 = -2305614.233184
  nChanged 791
		SP:Iteration 11Q (2425.330000 sec): 3 clusters
  Score: Raw -2309389.718227 + Penalty 3220.852114 = -2306168.866112
  nChanged 704
		SP:Iteration 12Q (2425.380000 sec): 3 clusters
  Score: Raw -2309905.461400 + Penalty 3220.852114 = -2306684.609286
  nChanged 552
		SP:Iteration 13Q (2425.440000 sec): 3 clusters
  Score: Raw -2310330.459847 + Penalty 3220.852114 = -2307109.607733
  nChanged 372
		SP:Iteration 14Q (2425.490000 sec): 3 clusters
  Score: Raw -2310608.468371 + Penalty 3220.852114 = -2307387.616256
  nChanged 253
		SP:Iteration 15Q (2425.540000 sec): 3 clusters
  Score: Raw -2310808.364844 + Penalty 3220.852114 = -2307587.512729
  nChanged 144
		SP:Iteration 16Q (2425.580000 sec): 3 clusters
  Score: Raw -2310924.337585 + Penalty 3220.852114 = -2307703.485471
  nChanged 85
		SP:Iteration 17Q (2425.630000 sec): 3 clusters
  Score: Raw -2310990.814994 + Penalty 3220.852114 = -2307769.962880
  nChanged 51
		SP:Iteration 18Q (2425.670000 sec): 3 clusters
  Score: Raw -2311032.758437 + Penalty 3220.852114 = -2307811.906323
  nChanged 39
		SP:Iteration 19Q (2425.710000 sec): 3 clusters
  Score: Raw -2311069.688982 + Penalty 3220.852114 = -2307848.836867
  nChanged 31
		SP:Iteration 20F (2425.760000 sec): 3 clusters
  Score: Raw -2311096.593811 + Penalty 3220.852114 = -2307875.741696
  nChanged 19
		SP:Iteration 21Q (2425.810000 sec): 3 clusters
  Score: Raw -2311112.013071 + Penalty 3220.852114 = -2307891.160956
  nChanged 8
		SP:Iteration 22Q (2425.850000 sec): 3 clusters
  Score: Raw -2311120.044143 + Penalty 3220.852114 = -2307899.192029
  nChanged 9
		SP:Iteration 23Q (2425.880000 sec): 3 clusters
  Score: Raw -2311125.294301 + Penalty 3220.852114 = -2307904.442186
  nChanged 2
		SP:Iteration 24Q (2425.930000 sec): 3 clusters
  Score: Raw -2311126.492665 + Penalty 3220.852114 = -2307905.640550
  nChanged 4
		SP:Iteration 25Q (2425.970000 sec): 3 clusters
  Score: Raw -2311128.220096 + Penalty 3220.852114 = -2307907.367982
  nChanged 5
		SP:Iteration 26Q (2426.010000 sec): 3 clusters
  Score: Raw -2311131.483323 + Penalty 3220.852114 = -2307910.631209
  nChanged 5
		SP:Iteration 27Q (2426.050000 sec): 3 clusters
  Score: Raw -2311136.491133 + Penalty 3220.852114 = -2307915.639019
  nChanged 4
		SP:Iteration 28Q (2426.090000 sec): 3 clusters
  Score: Raw -2311139.217131 + Penalty 3220.852114 = -2307918.365017
  nChanged 3
		SP:Iteration 29Q (2426.130000 sec): 3 clusters
  Score: Raw -2311140.613770 + Penalty 3220.852114 = -2307919.761655
  nChanged 0
		SP:Iteration 30F (2426.180000 sec): 3 clusters
  Score: Raw -2311140.613770 + Penalty 3220.852114 = -2307919.761655
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 62 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2426.200000 sec): 2 clusters
  Score: Raw -200197.572974 + Penalty 1226.211700 = -198971.361274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2426.200000 sec): 3 clusters
  Score: Raw -199423.144311 + Penalty 2452.423399 = -196970.720912
  nChanged 654
		SP:Iteration 1F (2426.210000 sec): 3 clusters
  Score: Raw -199985.082575 + Penalty 2452.423399 = -197532.659176
  nChanged 180
		SP:Iteration 2F (2426.210000 sec): 3 clusters
  Score: Raw -200210.711266 + Penalty 2452.423399 = -197758.287867
  nChanged 129
		SP:Iteration 3F (2426.220000 sec): 3 clusters
  Score: Raw -200357.488352 + Penalty 2452.423399 = -197905.064953
  nChanged 93
		SP:Iteration 4Q (2426.220000 sec): 3 clusters
  Score: Raw -200448.018990 + Penalty 2452.423399 = -197995.595591
  nChanged 69
		SP:Iteration 5Q (2426.230000 sec): 3 clusters
  Score: Raw -200513.562029 + Penalty 2452.423399 = -198061.138630
  nChanged 53
		SP:Iteration 6Q (2426.230000 sec): 3 clusters
  Score: Raw -200553.979632 + Penalty 2452.423399 = -198101.556233
  nChanged 40
		SP:Iteration 7Q (2426.230000 sec): 3 clusters
  Score: Raw -200581.895634 + Penalty 2452.423399 = -198129.472235
  nChanged 26
		SP:Iteration 8Q (2426.240000 sec): 3 clusters
  Score: Raw -200604.595182 + Penalty 2452.423399 = -198152.171783
  nChanged 23
		SP:Iteration 9Q (2426.250000 sec): 3 clusters
  Score: Raw -200623.377997 + Penalty 2452.423399 = -198170.954598
  nChanged 23
		SP:Iteration 10Q (2426.250000 sec): 3 clusters
  Score: Raw -200639.259405 + Penalty 2452.423399 = -198186.836006
  nChanged 15
		SP:Iteration 11Q (2426.250000 sec): 3 clusters
  Score: Raw -200646.922852 + Penalty 2452.423399 = -198194.499452
  nChanged 13
		SP:Iteration 12Q (2426.260000 sec): 3 clusters
  Score: Raw -200653.074977 + Penalty 2452.423399 = -198200.651578
  nChanged 12
		SP:Iteration 13Q (2426.260000 sec): 3 clusters
  Score: Raw -200659.442918 + Penalty 2452.423399 = -198207.019519
  nChanged 13
		SP:Iteration 14Q (2426.270000 sec): 3 clusters
  Score: Raw -200666.451147 + Penalty 2452.423399 = -198214.027748
  nChanged 10
		SP:Iteration 15Q (2426.270000 sec): 3 clusters
  Score: Raw -200670.382232 + Penalty 2452.423399 = -198217.958832
  nChanged 7
		SP:Iteration 16Q (2426.270000 sec): 3 clusters
  Score: Raw -200672.761391 + Penalty 2452.423399 = -198220.337992
  nChanged 2
		SP:Iteration 17Q (2426.280000 sec): 3 clusters
  Score: Raw -200674.581367 + Penalty 2452.423399 = -198222.157968
  nChanged 1
		SP:Iteration 18Q (2426.280000 sec): 3 clusters
  Score: Raw -200675.207428 + Penalty 2452.423399 = -198222.784028
  nChanged 0
		SP:Iteration 19F (2426.290000 sec): 3 clusters
  Score: Raw -200675.207428 + Penalty 2452.423399 = -198222.784028
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 63 (7443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2426.310000 sec): 2 clusters
  Score: Raw -776426.668526 + Penalty 1448.692257 = -774977.976269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2426.330000 sec): 3 clusters
  Score: Raw -772402.925297 + Penalty 2897.384514 = -769505.540783
  nChanged 3184
		SP:Iteration 1F (2426.350000 sec): 3 clusters
  Score: Raw -774763.705835 + Penalty 2897.384514 = -771866.321322
  nChanged 835
		SP:Iteration 2F (2426.370000 sec): 3 clusters
  Score: Raw -775756.628516 + Penalty 2897.384514 = -772859.244002
  nChanged 733
		SP:Iteration 3F (2426.390000 sec): 3 clusters
  Score: Raw -776537.296901 + Penalty 2897.384514 = -773639.912388
  nChanged 559
		SP:Iteration 4F (2426.410000 sec): 3 clusters
  Score: Raw -777033.752534 + Penalty 2897.384514 = -774136.368021
  nChanged 445
		SP:Iteration 5F (2426.430000 sec): 3 clusters
  Score: Raw -777419.842711 + Penalty 2897.384514 = -774522.458197
  nChanged 342
		SP:Iteration 6Q (2426.440000 sec): 3 clusters
  Score: Raw -777669.574417 + Penalty 2897.384514 = -774772.189903
  nChanged 241
		SP:Iteration 7Q (2426.460000 sec): 3 clusters
  Score: Raw -777808.055811 + Penalty 2897.384514 = -774910.671298
  nChanged 173
		SP:Iteration 8Q (2426.480000 sec): 3 clusters
  Score: Raw -777901.280769 + Penalty 2897.384514 = -775003.896255
  nChanged 125
		SP:Iteration 9Q (2426.490000 sec): 3 clusters
  Score: Raw -777957.205353 + Penalty 2897.384514 = -775059.820839
  nChanged 95
		SP:Iteration 10Q (2426.510000 sec): 3 clusters
  Score: Raw -777995.754405 + Penalty 2897.384514 = -775098.369891
  nChanged 69
		SP:Iteration 11Q (2426.530000 sec): 3 clusters
  Score: Raw -778020.110444 + Penalty 2897.384514 = -775122.725931
  nChanged 48
		SP:Iteration 12Q (2426.550000 sec): 3 clusters
  Score: Raw -778035.285101 + Penalty 2897.384514 = -775137.900588
  nChanged 46
		SP:Iteration 13Q (2426.560000 sec): 3 clusters
  Score: Raw -778052.853393 + Penalty 2897.384514 = -775155.468880
  nChanged 46
		SP:Iteration 14Q (2426.580000 sec): 3 clusters
  Score: Raw -778068.558328 + Penalty 2897.384514 = -775171.173815
  nChanged 36
		SP:Iteration 15Q (2426.590000 sec): 3 clusters
  Score: Raw -778079.152893 + Penalty 2897.384514 = -775181.768380
  nChanged 33
		SP:Iteration 16Q (2426.610000 sec): 3 clusters
  Score: Raw -778088.373691 + Penalty 2897.384514 = -775190.989178
  nChanged 19
		SP:Iteration 17Q (2426.630000 sec): 3 clusters
  Score: Raw -778093.333468 + Penalty 2897.384514 = -775195.948954
  nChanged 23
		SP:Iteration 18Q (2426.650000 sec): 3 clusters
  Score: Raw -778098.312248 + Penalty 2897.384514 = -775200.927734
  nChanged 10
		SP:Iteration 19Q (2426.660000 sec): 3 clusters
  Score: Raw -778100.514983 + Penalty 2897.384514 = -775203.130469
  nChanged 10
		SP:Iteration 20F (2426.680000 sec): 3 clusters
  Score: Raw -778102.429342 + Penalty 2897.384514 = -775205.044829
  nChanged 11
		SP:Iteration 21Q (2426.700000 sec): 3 clusters
  Score: Raw -778104.859478 + Penalty 2897.384514 = -775207.474965
  nChanged 6
		SP:Iteration 22Q (2426.710000 sec): 3 clusters
  Score: Raw -778105.795130 + Penalty 2897.384514 = -775208.410617
  nChanged 5
		SP:Iteration 23Q (2426.730000 sec): 3 clusters
  Score: Raw -778106.866794 + Penalty 2897.384514 = -775209.482280
  nChanged 4
		SP:Iteration 24Q (2426.750000 sec): 3 clusters
  Score: Raw -778107.309841 + Penalty 2897.384514 = -775209.925328
  nChanged 3
		SP:Iteration 25Q (2426.770000 sec): 3 clusters
  Score: Raw -778107.747279 + Penalty 2897.384514 = -775210.362765
  nChanged 2
		SP:Iteration 26Q (2426.780000 sec): 3 clusters
  Score: Raw -778108.196900 + Penalty 2897.384514 = -775210.812387
  nChanged 2
		SP:Iteration 27Q (2426.800000 sec): 3 clusters
  Score: Raw -778108.426762 + Penalty 2897.384514 = -775211.042249
  nChanged 0
		SP:Iteration 28F (2426.820000 sec): 3 clusters
  Score: Raw -778108.426762 + Penalty 2897.384514 = -775211.042249
  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 12.42 GB.

 Trying to split cluster 64 (12656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2426.860000 sec): 2 clusters
  Score: Raw -1398193.130579 + Penalty 1534.956587 = -1396658.173992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2426.890000 sec): 3 clusters
  Score: Raw -1390880.053234 + Penalty 3069.913174 = -1387810.140060
  nChanged 5553
		SP:Iteration 1F (2426.930000 sec): 3 clusters
  Score: Raw -1394314.956273 + Penalty 3069.913174 = -1391245.043099
  nChanged 930
		SP:Iteration 2F (2426.960000 sec): 3 clusters
  Score: Raw -1394944.532388 + Penalty 3069.913174 = -1391874.619214
  nChanged 887
		SP:Iteration 3F (2426.990000 sec): 3 clusters
  Score: Raw -1395516.088656 + Penalty 3069.913174 = -1392446.175482
  nChanged 785
		SP:Iteration 4F (2427.020000 sec): 3 clusters
  Score: Raw -1395979.487921 + Penalty 3069.913174 = -1392909.574746
  nChanged 676
		SP:Iteration 5F (2427.050000 sec): 3 clusters
  Score: Raw -1396336.367960 + Penalty 3069.913174 = -1393266.454785
  nChanged 565
		SP:Iteration 6Q (2427.090000 sec): 3 clusters
  Score: Raw -1396624.443112 + Penalty 3069.913174 = -1393554.529938
  nChanged 529
		SP:Iteration 7Q (2427.110000 sec): 3 clusters
  Score: Raw -1396868.787776 + Penalty 3069.913174 = -1393798.874602
  nChanged 430
		SP:Iteration 8Q (2427.150000 sec): 3 clusters
  Score: Raw -1397050.187877 + Penalty 3069.913174 = -1393980.274702
  nChanged 349
		SP:Iteration 9Q (2427.180000 sec): 3 clusters
  Score: Raw -1397178.790723 + Penalty 3069.913174 = -1394108.877549
  nChanged 257
		SP:Iteration 10Q (2427.210000 sec): 3 clusters
  Score: Raw -1397278.587278 + Penalty 3069.913174 = -1394208.674104
  nChanged 248
		SP:Iteration 11Q (2427.240000 sec): 3 clusters
  Score: Raw -1397379.091584 + Penalty 3069.913174 = -1394309.178409
  nChanged 221
		SP:Iteration 12Q (2427.270000 sec): 3 clusters
  Score: Raw -1397467.015276 + Penalty 3069.913174 = -1394397.102102
  nChanged 228
		SP:Iteration 13Q (2427.300000 sec): 3 clusters
  Score: Raw -1397553.902429 + Penalty 3069.913174 = -1394483.989255
  nChanged 180
		SP:Iteration 14Q (2427.330000 sec): 3 clusters
  Score: Raw -1397609.041914 + Penalty 3069.913174 = -1394539.128739
  nChanged 139
		SP:Iteration 15Q (2427.370000 sec): 3 clusters
  Score: Raw -1397647.016191 + Penalty 3069.913174 = -1394577.103016
  nChanged 132
		SP:Iteration 16Q (2427.400000 sec): 3 clusters
  Score: Raw -1397679.100909 + Penalty 3069.913174 = -1394609.187735
  nChanged 128
		SP:Iteration 17Q (2427.430000 sec): 3 clusters
  Score: Raw -1397707.000257 + Penalty 3069.913174 = -1394637.087083
  nChanged 107
		SP:Iteration 18Q (2427.460000 sec): 3 clusters
  Score: Raw -1397726.391511 + Penalty 3069.913174 = -1394656.478337
  nChanged 77
		SP:Iteration 19Q (2427.490000 sec): 3 clusters
  Score: Raw -1397740.484980 + Penalty 3069.913174 = -1394670.571806
  nChanged 67
		SP:Iteration 20F (2427.530000 sec): 3 clusters
  Score: Raw -1397753.347234 + Penalty 3069.913174 = -1394683.434060
  nChanged 56
		SP:Iteration 21Q (2427.560000 sec): 3 clusters
  Score: Raw -1397761.285322 + Penalty 3069.913174 = -1394691.372148
  nChanged 51
		SP:Iteration 22Q (2427.590000 sec): 3 clusters
  Score: Raw -1397768.890100 + Penalty 3069.913174 = -1394698.976926
  nChanged 43
		SP:Iteration 23Q (2427.620000 sec): 3 clusters
  Score: Raw -1397775.405055 + Penalty 3069.913174 = -1394705.491881
  nChanged 43
		SP:Iteration 24Q (2427.650000 sec): 3 clusters
  Score: Raw -1397781.092000 + Penalty 3069.913174 = -1394711.178826
  nChanged 34
		SP:Iteration 25Q (2427.680000 sec): 3 clusters
  Score: Raw -1397785.275765 + Penalty 3069.913174 = -1394715.362591
  nChanged 37
		SP:Iteration 26Q (2427.710000 sec): 3 clusters
  Score: Raw -1397791.043206 + Penalty 3069.913174 = -1394721.130032
  nChanged 43
		SP:Iteration 27Q (2427.740000 sec): 3 clusters
  Score: Raw -1397796.600384 + Penalty 3069.913174 = -1394726.687209
  nChanged 44
		SP:Iteration 28Q (2427.770000 sec): 3 clusters
  Score: Raw -1397801.071789 + Penalty 3069.913174 = -1394731.158615
  nChanged 31
		SP:Iteration 29Q (2427.800000 sec): 3 clusters
  Score: Raw -1397804.691722 + Penalty 3069.913174 = -1394734.778548
  nChanged 33
		SP:Iteration 30Q (2427.830000 sec): 3 clusters
  Score: Raw -1397808.295270 + Penalty 3069.913174 = -1394738.382096
  nChanged 25
		SP:Iteration 31Q (2427.860000 sec): 3 clusters
  Score: Raw -1397810.794813 + Penalty 3069.913174 = -1394740.881639
  nChanged 21
		SP:Iteration 32Q (2427.890000 sec): 3 clusters
  Score: Raw -1397812.818748 + Penalty 3069.913174 = -1394742.905574
  nChanged 24
		SP:Iteration 33Q (2427.930000 sec): 3 clusters
  Score: Raw -1397815.632336 + Penalty 3069.913174 = -1394745.719162
  nChanged 30
		SP:Iteration 34Q (2427.950000 sec): 3 clusters
  Score: Raw -1397820.245059 + Penalty 3069.913174 = -1394750.331885
  nChanged 34
		SP:Iteration 35Q (2427.980000 sec): 3 clusters
  Score: Raw -1397825.479996 + Penalty 3069.913174 = -1394755.566821
  nChanged 30
		SP:Iteration 36Q (2428.010000 sec): 3 clusters
  Score: Raw -1397830.224612 + Penalty 3069.913174 = -1394760.311438
  nChanged 37
		SP:Iteration 37Q (2428.040000 sec): 3 clusters
  Score: Raw -1397834.649410 + Penalty 3069.913174 = -1394764.736236
  nChanged 26
		SP:Iteration 38Q (2428.070000 sec): 3 clusters
  Score: Raw -1397838.265105 + Penalty 3069.913174 = -1394768.351930
  nChanged 39
		SP:Iteration 39Q (2428.100000 sec): 3 clusters
  Score: Raw -1397843.906488 + Penalty 3069.913174 = -1394773.993313
  nChanged 37
		SP:Iteration 40F (2428.130000 sec): 3 clusters
  Score: Raw -1397849.552082 + Penalty 3069.913174 = -1394779.638908
  nChanged 46
		SP:Iteration 41Q (2428.170000 sec): 3 clusters
  Score: Raw -1397856.237012 + Penalty 3069.913174 = -1394786.323838
  nChanged 40
		SP:Iteration 42Q (2428.190000 sec): 3 clusters
  Score: Raw -1397861.665828 + Penalty 3069.913174 = -1394791.752653
  nChanged 33
		SP:Iteration 43Q (2428.230000 sec): 3 clusters
  Score: Raw -1397866.968827 + Penalty 3069.913174 = -1394797.055652
  nChanged 31
		SP:Iteration 44Q (2428.260000 sec): 3 clusters
  Score: Raw -1397871.550981 + Penalty 3069.913174 = -1394801.637807
  nChanged 43
		SP:Iteration 45Q (2428.290000 sec): 3 clusters
  Score: Raw -1397878.435456 + Penalty 3069.913174 = -1394808.522282
  nChanged 41
		SP:Iteration 46Q (2428.320000 sec): 3 clusters
  Score: Raw -1397885.213985 + Penalty 3069.913174 = -1394815.300811
  nChanged 37
		SP:Iteration 47Q (2428.350000 sec): 3 clusters
  Score: Raw -1397891.054811 + Penalty 3069.913174 = -1394821.141637
  nChanged 36
		SP:Iteration 48Q (2428.380000 sec): 3 clusters
  Score: Raw -1397895.706621 + Penalty 3069.913174 = -1394825.793447
  nChanged 31
		SP:Iteration 49Q (2428.410000 sec): 3 clusters
  Score: Raw -1397899.084061 + Penalty 3069.913174 = -1394829.170887
  nChanged 24
		SP:Iteration 50Q (2428.440000 sec): 3 clusters
  Score: Raw -1397902.508190 + Penalty 3069.913174 = -1394832.595015
  nChanged 33
		SP:Iteration 51Q (2428.470000 sec): 3 clusters
  Score: Raw -1397907.144322 + Penalty 3069.913174 = -1394837.231148
  nChanged 37
		SP:Iteration 52Q (2428.500000 sec): 3 clusters
  Score: Raw -1397914.095874 + Penalty 3069.913174 = -1394844.182700
  nChanged 45
		SP:Iteration 53Q (2428.530000 sec): 3 clusters
  Score: Raw -1397921.633338 + Penalty 3069.913174 = -1394851.720163
  nChanged 40
		SP:Iteration 54Q (2428.560000 sec): 3 clusters
  Score: Raw -1397927.593989 + Penalty 3069.913174 = -1394857.680815
  nChanged 47
		SP:Iteration 55Q (2428.590000 sec): 3 clusters
  Score: Raw -1397935.133992 + Penalty 3069.913174 = -1394865.220817
  nChanged 43
		SP:Iteration 56Q (2428.620000 sec): 3 clusters
  Score: Raw -1397941.292974 + Penalty 3069.913174 = -1394871.379800
  nChanged 36
		SP:Iteration 57Q (2428.650000 sec): 3 clusters
  Score: Raw -1397945.257347 + Penalty 3069.913174 = -1394875.344173
  nChanged 29
		SP:Iteration 58Q (2428.680000 sec): 3 clusters
  Score: Raw -1397948.867362 + Penalty 3069.913174 = -1394878.954187
  nChanged 43
		SP:Iteration 59Q (2428.710000 sec): 3 clusters
  Score: Raw -1397953.529848 + Penalty 3069.913174 = -1394883.616673
  nChanged 29
		SP:Iteration 60F (2428.740000 sec): 3 clusters
  Score: Raw -1397957.075379 + Penalty 3069.913174 = -1394887.162205
  nChanged 30
		SP:Iteration 61Q (2428.770000 sec): 3 clusters
  Score: Raw -1397960.542641 + Penalty 3069.913174 = -1394890.629466
  nChanged 22
		SP:Iteration 62Q (2428.800000 sec): 3 clusters
  Score: Raw -1397963.400423 + Penalty 3069.913174 = -1394893.487248
  nChanged 28
		SP:Iteration 63Q (2428.830000 sec): 3 clusters
  Score: Raw -1397967.356340 + Penalty 3069.913174 = -1394897.443166
  nChanged 32
		SP:Iteration 64Q (2428.870000 sec): 3 clusters
  Score: Raw -1397972.930162 + Penalty 3069.913174 = -1394903.016988
  nChanged 30
		SP:Iteration 65Q (2428.900000 sec): 3 clusters
  Score: Raw -1397977.282770 + Penalty 3069.913174 = -1394907.369595
  nChanged 30
		SP:Iteration 66Q (2428.930000 sec): 3 clusters
  Score: Raw -1397981.566900 + Penalty 3069.913174 = -1394911.653725
  nChanged 26
		SP:Iteration 67Q (2428.960000 sec): 3 clusters
  Score: Raw -1397985.304628 + Penalty 3069.913174 = -1394915.391454
  nChanged 39
		SP:Iteration 68Q (2428.990000 sec): 3 clusters
  Score: Raw -1397990.107139 + Penalty 3069.913174 = -1394920.193965
  nChanged 32
		SP:Iteration 69Q (2429.020000 sec): 3 clusters
  Score: Raw -1397993.710155 + Penalty 3069.913174 = -1394923.796980
  nChanged 26
		SP:Iteration 70Q (2429.050000 sec): 3 clusters
  Score: Raw -1397996.801550 + Penalty 3069.913174 = -1394926.888375
  nChanged 20
		SP:Iteration 71Q (2429.080000 sec): 3 clusters
  Score: Raw -1397999.437535 + Penalty 3069.913174 = -1394929.524361
  nChanged 24
		SP:Iteration 72Q (2429.110000 sec): 3 clusters
  Score: Raw -1398002.014359 + Penalty 3069.913174 = -1394932.101185
  nChanged 19
		SP:Iteration 73Q (2429.150000 sec): 3 clusters
  Score: Raw -1398003.567181 + Penalty 3069.913174 = -1394933.654007
  nChanged 12
		SP:Iteration 74Q (2429.180000 sec): 3 clusters
  Score: Raw -1398004.932412 + Penalty 3069.913174 = -1394935.019238
  nChanged 13
		SP:Iteration 75Q (2429.220000 sec): 3 clusters
  Score: Raw -1398006.335201 + Penalty 3069.913174 = -1394936.422027
  nChanged 14
		SP:Iteration 76Q (2429.250000 sec): 3 clusters
  Score: Raw -1398008.299231 + Penalty 3069.913174 = -1394938.386057
  nChanged 13
		SP:Iteration 77Q (2429.280000 sec): 3 clusters
  Score: Raw -1398010.252536 + Penalty 3069.913174 = -1394940.339362
  nChanged 22
		SP:Iteration 78Q (2429.310000 sec): 3 clusters
  Score: Raw -1398012.953216 + Penalty 3069.913174 = -1394943.040042
  nChanged 24
		SP:Iteration 79Q (2429.340000 sec): 3 clusters
  Score: Raw -1398015.761568 + Penalty 3069.913174 = -1394945.848393
  nChanged 24
		SP:Iteration 80F (2429.370000 sec): 3 clusters
  Score: Raw -1398018.729400 + Penalty 3069.913174 = -1394948.816226
  nChanged 13
		SP:Iteration 81Q (2429.400000 sec): 3 clusters
  Score: Raw -1398020.232166 + Penalty 3069.913174 = -1394950.318992
  nChanged 12
		SP:Iteration 82Q (2429.430000 sec): 3 clusters
  Score: Raw -1398021.724215 + Penalty 3069.913174 = -1394951.811040
  nChanged 16
		SP:Iteration 83Q (2429.460000 sec): 3 clusters
  Score: Raw -1398023.605133 + Penalty 3069.913174 = -1394953.691959
  nChanged 17
		SP:Iteration 84Q (2429.490000 sec): 3 clusters
  Score: Raw -1398026.012769 + Penalty 3069.913174 = -1394956.099594
  nChanged 28
		SP:Iteration 85Q (2429.520000 sec): 3 clusters
  Score: Raw -1398029.372723 + Penalty 3069.913174 = -1394959.459549
  nChanged 16
		SP:Iteration 86Q (2429.550000 sec): 3 clusters
  Score: Raw -1398031.452258 + Penalty 3069.913174 = -1394961.539084
  nChanged 24
		SP:Iteration 87Q (2429.580000 sec): 3 clusters
  Score: Raw -1398035.276656 + Penalty 3069.913174 = -1394965.363482
  nChanged 30
		SP:Iteration 88Q (2429.610000 sec): 3 clusters
  Score: Raw -1398039.444141 + Penalty 3069.913174 = -1394969.530967
  nChanged 28
		SP:Iteration 89Q (2429.640000 sec): 3 clusters
  Score: Raw -1398042.439089 + Penalty 3069.913174 = -1394972.525915
  nChanged 21
		SP:Iteration 90Q (2429.670000 sec): 3 clusters
  Score: Raw -1398044.582741 + Penalty 3069.913174 = -1394974.669567
  nChanged 15
		SP:Iteration 91Q (2429.700000 sec): 3 clusters
  Score: Raw -1398046.527576 + Penalty 3069.913174 = -1394976.614402
  nChanged 20
		SP:Iteration 92Q (2429.730000 sec): 3 clusters
  Score: Raw -1398049.471764 + Penalty 3069.913174 = -1394979.558590
  nChanged 17
		SP:Iteration 93Q (2429.760000 sec): 3 clusters
  Score: Raw -1398051.966080 + Penalty 3069.913174 = -1394982.052906
  nChanged 21
		SP:Iteration 94Q (2429.790000 sec): 3 clusters
  Score: Raw -1398054.971320 + Penalty 3069.913174 = -1394985.058146
  nChanged 25
		SP:Iteration 95Q (2429.820000 sec): 3 clusters
  Score: Raw -1398059.570977 + Penalty 3069.913174 = -1394989.657803
  nChanged 32
		SP:Iteration 96Q (2429.850000 sec): 3 clusters
  Score: Raw -1398066.220097 + Penalty 3069.913174 = -1394996.306923
  nChanged 33
		SP:Iteration 97Q (2429.880000 sec): 3 clusters
  Score: Raw -1398072.365336 + Penalty 3069.913174 = -1395002.452161
  nChanged 37
		SP:Iteration 98Q (2429.910000 sec): 3 clusters
  Score: Raw -1398077.035197 + Penalty 3069.913174 = -1395007.122022
  nChanged 23
		SP:Iteration 99Q (2429.940000 sec): 3 clusters
  Score: Raw -1398080.641760 + Penalty 3069.913174 = -1395010.728585
  nChanged 32
		SP:Iteration 100F (2429.970000 sec): 3 clusters
  Score: Raw -1398086.066945 + Penalty 3069.913174 = -1395016.153771
  nChanged 24
		SP:Iteration 101Q (2430.000000 sec): 3 clusters
  Score: Raw -1398090.372010 + Penalty 3069.913174 = -1395020.458835
  nChanged 31
		SP:Iteration 102Q (2430.030000 sec): 3 clusters
  Score: Raw -1398096.312662 + Penalty 3069.913174 = -1395026.399488
  nChanged 33
		SP:Iteration 103Q (2430.060000 sec): 3 clusters
  Score: Raw -1398101.495012 + Penalty 3069.913174 = -1395031.581838
  nChanged 39
		SP:Iteration 104Q (2430.090000 sec): 3 clusters
  Score: Raw -1398108.022528 + Penalty 3069.913174 = -1395038.109353
  nChanged 35
		SP:Iteration 105Q (2430.120000 sec): 3 clusters
  Score: Raw -1398112.098714 + Penalty 3069.913174 = -1395042.185540
  nChanged 22
		SP:Iteration 106Q (2430.150000 sec): 3 clusters
  Score: Raw -1398114.549193 + Penalty 3069.913174 = -1395044.636019
  nChanged 19
		SP:Iteration 107Q (2430.180000 sec): 3 clusters
  Score: Raw -1398116.587689 + Penalty 3069.913174 = -1395046.674515
  nChanged 16
		SP:Iteration 108Q (2430.210000 sec): 3 clusters
  Score: Raw -1398118.415984 + Penalty 3069.913174 = -1395048.502810
  nChanged 15
		SP:Iteration 109Q (2430.240000 sec): 3 clusters
  Score: Raw -1398120.422065 + Penalty 3069.913174 = -1395050.508890
  nChanged 17
		SP:Iteration 110Q (2430.270000 sec): 3 clusters
  Score: Raw -1398122.415127 + Penalty 3069.913174 = -1395052.501953
  nChanged 26
		SP:Iteration 111Q (2430.300000 sec): 3 clusters
  Score: Raw -1398125.135375 + Penalty 3069.913174 = -1395055.222201
  nChanged 22
		SP:Iteration 112Q (2430.320000 sec): 3 clusters
  Score: Raw -1398127.778121 + Penalty 3069.913174 = -1395057.864947
  nChanged 25
		SP:Iteration 113Q (2430.360000 sec): 3 clusters
  Score: Raw -1398131.607384 + Penalty 3069.913174 = -1395061.694209
  nChanged 28
		SP:Iteration 114Q (2430.380000 sec): 3 clusters
  Score: Raw -1398135.737171 + Penalty 3069.913174 = -1395065.823997
  nChanged 28
		SP:Iteration 115Q (2430.410000 sec): 3 clusters
  Score: Raw -1398139.178543 + Penalty 3069.913174 = -1395069.265369
  nChanged 18
		SP:Iteration 116Q (2430.440000 sec): 3 clusters
  Score: Raw -1398141.466631 + Penalty 3069.913174 = -1395071.553457
  nChanged 18
		SP:Iteration 117Q (2430.470000 sec): 3 clusters
  Score: Raw -1398143.907980 + Penalty 3069.913174 = -1395073.994806
  nChanged 20
		SP:Iteration 118Q (2430.500000 sec): 3 clusters
  Score: Raw -1398146.191825 + Penalty 3069.913174 = -1395076.278651
  nChanged 19
		SP:Iteration 119Q (2430.530000 sec): 3 clusters
  Score: Raw -1398149.596238 + Penalty 3069.913174 = -1395079.683064
  nChanged 32
		SP:Iteration 120F (2430.560000 sec): 3 clusters
  Score: Raw -1398154.436340 + Penalty 3069.913174 = -1395084.523166
  nChanged 35
		SP:Iteration 121Q (2430.590000 sec): 3 clusters
  Score: Raw -1398159.920285 + Penalty 3069.913174 = -1395090.007110
  nChanged 35
		SP:Iteration 122Q (2430.620000 sec): 3 clusters
  Score: Raw -1398164.879316 + Penalty 3069.913174 = -1395094.966141
  nChanged 37
		SP:Iteration 123Q (2430.650000 sec): 3 clusters
  Score: Raw -1398170.597920 + Penalty 3069.913174 = -1395100.684746
  nChanged 34
		SP:Iteration 124Q (2430.680000 sec): 3 clusters
  Score: Raw -1398175.888394 + Penalty 3069.913174 = -1395105.975219
  nChanged 34
		SP:Iteration 125Q (2430.700000 sec): 3 clusters
  Score: Raw -1398182.022075 + Penalty 3069.913174 = -1395112.108900
  nChanged 34
		SP:Iteration 126Q (2430.730000 sec): 3 clusters
  Score: Raw -1398187.691232 + Penalty 3069.913174 = -1395117.778058
  nChanged 30
		SP:Iteration 127Q (2430.760000 sec): 3 clusters
  Score: Raw -1398194.145999 + Penalty 3069.913174 = -1395124.232825
  nChanged 45
		SP:Iteration 128Q (2430.790000 sec): 3 clusters
  Score: Raw -1398202.805469 + Penalty 3069.913174 = -1395132.892295
  nChanged 44
		SP:Iteration 129Q (2430.820000 sec): 3 clusters
  Score: Raw -1398211.999932 + Penalty 3069.913174 = -1395142.086758
  nChanged 55
		SP:Iteration 130Q (2430.850000 sec): 3 clusters
  Score: Raw -1398224.542556 + Penalty 3069.913174 = -1395154.629382
  nChanged 54
		SP:Iteration 131Q (2430.880000 sec): 3 clusters
  Score: Raw -1398236.871876 + Penalty 3069.913174 = -1395166.958702
  nChanged 55
		SP:Iteration 132Q (2430.900000 sec): 3 clusters
  Score: Raw -1398249.373074 + Penalty 3069.913174 = -1395179.459899
  nChanged 63
		SP:Iteration 133Q (2430.930000 sec): 3 clusters
  Score: Raw -1398264.180618 + Penalty 3069.913174 = -1395194.267443
  nChanged 57
		SP:Iteration 134Q (2430.960000 sec): 3 clusters
  Score: Raw -1398277.561990 + Penalty 3069.913174 = -1395207.648816
  nChanged 59
		SP:Iteration 135Q (2430.990000 sec): 3 clusters
  Score: Raw -1398291.435064 + Penalty 3069.913174 = -1395221.521890
  nChanged 67
		SP:Iteration 136Q (2431.020000 sec): 3 clusters
  Score: Raw -1398309.029380 + Penalty 3069.913174 = -1395239.116205
  nChanged 57
		SP:Iteration 137Q (2431.040000 sec): 3 clusters
  Score: Raw -1398325.102230 + Penalty 3069.913174 = -1395255.189056
  nChanged 69
		SP:Iteration 138Q (2431.070000 sec): 3 clusters
  Score: Raw -1398343.294953 + Penalty 3069.913174 = -1395273.381779
  nChanged 58
		SP:Iteration 139Q (2431.100000 sec): 3 clusters
  Score: Raw -1398359.840996 + Penalty 3069.913174 = -1395289.927821
  nChanged 68
		SP:Iteration 140F (2431.130000 sec): 3 clusters
  Score: Raw -1398380.884304 + Penalty 3069.913174 = -1395310.971130
  nChanged 66
		SP:Iteration 141Q (2431.160000 sec): 3 clusters
  Score: Raw -1398400.567702 + Penalty 3069.913174 = -1395330.654528
  nChanged 72
		SP:Iteration 142Q (2431.180000 sec): 3 clusters
  Score: Raw -1398421.845907 + Penalty 3069.913174 = -1395351.932733
  nChanged 66
		SP:Iteration 143Q (2431.210000 sec): 3 clusters
  Score: Raw -1398443.463965 + Penalty 3069.913174 = -1395373.550791
  nChanged 56
		SP:Iteration 144Q (2431.240000 sec): 3 clusters
  Score: Raw -1398459.518278 + Penalty 3069.913174 = -1395389.605104
  nChanged 67
		SP:Iteration 145Q (2431.260000 sec): 3 clusters
  Score: Raw -1398477.942722 + Penalty 3069.913174 = -1395408.029548
  nChanged 61
		SP:Iteration 146Q (2431.290000 sec): 3 clusters
  Score: Raw -1398494.722530 + Penalty 3069.913174 = -1395424.809356
  nChanged 63
		SP:Iteration 147Q (2431.320000 sec): 3 clusters
  Score: Raw -1398512.264675 + Penalty 3069.913174 = -1395442.351501
  nChanged 57
		SP:Iteration 148Q (2431.350000 sec): 3 clusters
  Score: Raw -1398528.842666 + Penalty 3069.913174 = -1395458.929492
  nChanged 52
		SP:Iteration 149Q (2431.370000 sec): 3 clusters
  Score: Raw -1398542.160895 + Penalty 3069.913174 = -1395472.247720
  nChanged 37
		SP:Iteration 150Q (2431.400000 sec): 3 clusters
  Score: Raw -1398551.312843 + Penalty 3069.913174 = -1395481.399669
  nChanged 27
		SP:Iteration 151Q (2431.430000 sec): 3 clusters
  Score: Raw -1398557.058262 + Penalty 3069.913174 = -1395487.145088
  nChanged 28
		SP:Iteration 152Q (2431.460000 sec): 3 clusters
  Score: Raw -1398562.853867 + Penalty 3069.913174 = -1395492.940693
  nChanged 14
		SP:Iteration 153Q (2431.480000 sec): 3 clusters
  Score: Raw -1398565.295951 + Penalty 3069.913174 = -1395495.382776
  nChanged 13
		SP:Iteration 154Q (2431.510000 sec): 3 clusters
  Score: Raw -1398567.787886 + Penalty 3069.913174 = -1395497.874712
  nChanged 12
		SP:Iteration 155Q (2431.540000 sec): 3 clusters
  Score: Raw -1398569.656385 + Penalty 3069.913174 = -1395499.743210
  nChanged 6
		SP:Iteration 156Q (2431.560000 sec): 3 clusters
  Score: Raw -1398571.069603 + Penalty 3069.913174 = -1395501.156429
  nChanged 10
		SP:Iteration 157Q (2431.590000 sec): 3 clusters
  Score: Raw -1398573.292064 + Penalty 3069.913174 = -1395503.378890
  nChanged 17
		SP:Iteration 158Q (2431.620000 sec): 3 clusters
  Score: Raw -1398577.638348 + Penalty 3069.913174 = -1395507.725173
  nChanged 16
		SP:Iteration 159Q (2431.640000 sec): 3 clusters
  Score: Raw -1398580.737711 + Penalty 3069.913174 = -1395510.824537
  nChanged 18
		SP:Iteration 160F (2431.680000 sec): 3 clusters
  Score: Raw -1398584.132023 + Penalty 3069.913174 = -1395514.218848
  nChanged 15
		SP:Iteration 161Q (2431.700000 sec): 3 clusters
  Score: Raw -1398587.346598 + Penalty 3069.913174 = -1395517.433424
  nChanged 17
		SP:Iteration 162Q (2431.730000 sec): 3 clusters
  Score: Raw -1398590.383480 + Penalty 3069.913174 = -1395520.470305
  nChanged 13
		SP:Iteration 163Q (2431.760000 sec): 3 clusters
  Score: Raw -1398593.297204 + Penalty 3069.913174 = -1395523.384029
  nChanged 14
		SP:Iteration 164Q (2431.780000 sec): 3 clusters
  Score: Raw -1398596.406038 + Penalty 3069.913174 = -1395526.492863
  nChanged 21
		SP:Iteration 165Q (2431.810000 sec): 3 clusters
  Score: Raw -1398601.411161 + Penalty 3069.913174 = -1395531.497986
  nChanged 16
		SP:Iteration 166Q (2431.830000 sec): 3 clusters
  Score: Raw -1398605.347134 + Penalty 3069.913174 = -1395535.433960
  nChanged 19
		SP:Iteration 167Q (2431.860000 sec): 3 clusters
  Score: Raw -1398609.888357 + Penalty 3069.913174 = -1395539.975183
  nChanged 14
		SP:Iteration 168Q (2431.880000 sec): 3 clusters
  Score: Raw -1398613.721299 + Penalty 3069.913174 = -1395543.808124
  nChanged 11
		SP:Iteration 169Q (2431.910000 sec): 3 clusters
  Score: Raw -1398617.034934 + Penalty 3069.913174 = -1395547.121760
  nChanged 13
		SP:Iteration 170Q (2431.940000 sec): 3 clusters
  Score: Raw -1398620.228024 + Penalty 3069.913174 = -1395550.314850
  nChanged 14
		SP:Iteration 171Q (2431.960000 sec): 3 clusters
  Score: Raw -1398623.012790 + Penalty 3069.913174 = -1395553.099615
  nChanged 13
		SP:Iteration 172Q (2431.990000 sec): 3 clusters
  Score: Raw -1398627.324308 + Penalty 3069.913174 = -1395557.411134
  nChanged 20
		SP:Iteration 173Q (2432.020000 sec): 3 clusters
  Score: Raw -1398632.349210 + Penalty 3069.913174 = -1395562.436036
  nChanged 15
		SP:Iteration 174Q (2432.040000 sec): 3 clusters
  Score: Raw -1398636.859807 + Penalty 3069.913174 = -1395566.946632
  nChanged 13
		SP:Iteration 175Q (2432.070000 sec): 3 clusters
  Score: Raw -1398639.632274 + Penalty 3069.913174 = -1395569.719099
  nChanged 13
		SP:Iteration 176Q (2432.090000 sec): 3 clusters
  Score: Raw -1398641.874922 + Penalty 3069.913174 = -1395571.961748
  nChanged 9
		SP:Iteration 177Q (2432.120000 sec): 3 clusters
  Score: Raw -1398643.361489 + Penalty 3069.913174 = -1395573.448315
  nChanged 13
		SP:Iteration 178Q (2432.140000 sec): 3 clusters
  Score: Raw -1398645.455083 + Penalty 3069.913174 = -1395575.541908
  nChanged 13
		SP:Iteration 179Q (2432.170000 sec): 3 clusters
  Score: Raw -1398647.235721 + Penalty 3069.913174 = -1395577.322547
  nChanged 9
		SP:Iteration 180F (2432.200000 sec): 3 clusters
  Score: Raw -1398648.465709 + Penalty 3069.913174 = -1395578.552535
  nChanged 5
		SP:Iteration 181Q (2432.230000 sec): 3 clusters
  Score: Raw -1398649.839118 + Penalty 3069.913174 = -1395579.925944
  nChanged 9
		SP:Iteration 182Q (2432.250000 sec): 3 clusters
  Score: Raw -1398651.386543 + Penalty 3069.913174 = -1395581.473369
  nChanged 8
		SP:Iteration 183Q (2432.280000 sec): 3 clusters
  Score: Raw -1398652.743644 + Penalty 3069.913174 = -1395582.830469
  nChanged 9
		SP:Iteration 184Q (2432.300000 sec): 3 clusters
  Score: Raw -1398654.675604 + Penalty 3069.913174 = -1395584.762430
  nChanged 10
		SP:Iteration 185Q (2432.330000 sec): 3 clusters
  Score: Raw -1398658.085789 + Penalty 3069.913174 = -1395588.172614
  nChanged 16
		SP:Iteration 186Q (2432.360000 sec): 3 clusters
  Score: Raw -1398662.679157 + Penalty 3069.913174 = -1395592.765983
  nChanged 22
		SP:Iteration 187Q (2432.380000 sec): 3 clusters
  Score: Raw -1398669.205560 + Penalty 3069.913174 = -1395599.292386
  nChanged 27
		SP:Iteration 188Q (2432.400000 sec): 3 clusters
  Score: Raw -1398677.778494 + Penalty 3069.913174 = -1395607.865320
  nChanged 17
		SP:Iteration 189Q (2432.430000 sec): 3 clusters
  Score: Raw -1398681.828280 + Penalty 3069.913174 = -1395611.915106
  nChanged 15
		SP:Iteration 190Q (2432.460000 sec): 3 clusters
  Score: Raw -1398686.132530 + Penalty 3069.913174 = -1395616.219356
  nChanged 16
		SP:Iteration 191Q (2432.480000 sec): 3 clusters
  Score: Raw -1398690.376101 + Penalty 3069.913174 = -1395620.462927
  nChanged 12
		SP:Iteration 192Q (2432.510000 sec): 3 clusters
  Score: Raw -1398693.676160 + Penalty 3069.913174 = -1395623.762985
  nChanged 13
		SP:Iteration 193Q (2432.530000 sec): 3 clusters
  Score: Raw -1398696.351635 + Penalty 3069.913174 = -1395626.438460
  nChanged 6
		SP:Iteration 194Q (2432.560000 sec): 3 clusters
  Score: Raw -1398697.289167 + Penalty 3069.913174 = -1395627.375993
  nChanged 5
		SP:Iteration 195Q (2432.580000 sec): 3 clusters
  Score: Raw -1398697.943197 + Penalty 3069.913174 = -1395628.030023
  nChanged 4
		SP:Iteration 196Q (2432.610000 sec): 3 clusters
  Score: Raw -1398698.956567 + Penalty 3069.913174 = -1395629.043392
  nChanged 5
		SP:Iteration 197Q (2432.640000 sec): 3 clusters
  Score: Raw -1398699.426864 + Penalty 3069.913174 = -1395629.513690
  nChanged 5
		SP:Iteration 198Q (2432.660000 sec): 3 clusters
  Score: Raw -1398700.512899 + Penalty 3069.913174 = -1395630.599724
  nChanged 8
		SP:Iteration 199Q (2432.680000 sec): 3 clusters
  Score: Raw -1398702.448361 + Penalty 3069.913174 = -1395632.535187
  nChanged 5
		SP:Iteration 200F (2432.720000 sec): 3 clusters
  Score: Raw -1398703.790091 + Penalty 3069.913174 = -1395633.876917
  nChanged 8
		SP:Iteration 201Q (2432.740000 sec): 3 clusters
  Score: Raw -1398705.673645 + Penalty 3069.913174 = -1395635.760471
  nChanged 10
		SP:Iteration 202Q (2432.770000 sec): 3 clusters
  Score: Raw -1398708.603449 + Penalty 3069.913174 = -1395638.690274
  nChanged 11
		SP:Iteration 203Q (2432.800000 sec): 3 clusters
  Score: Raw -1398712.919339 + Penalty 3069.913174 = -1395643.006164
  nChanged 9
		SP:Iteration 204Q (2432.820000 sec): 3 clusters
  Score: Raw -1398715.947256 + Penalty 3069.913174 = -1395646.034082
  nChanged 11
		SP:Iteration 205Q (2432.850000 sec): 3 clusters
  Score: Raw -1398718.960439 + Penalty 3069.913174 = -1395649.047264
  nChanged 12
		SP:Iteration 206Q (2432.880000 sec): 3 clusters
  Score: Raw -1398722.645645 + Penalty 3069.913174 = -1395652.732471
  nChanged 7
		SP:Iteration 207Q (2432.900000 sec): 3 clusters
  Score: Raw -1398724.872532 + Penalty 3069.913174 = -1395654.959358
  nChanged 12
		SP:Iteration 208Q (2432.920000 sec): 3 clusters
  Score: Raw -1398727.466461 + Penalty 3069.913174 = -1395657.553287
  nChanged 10
		SP:Iteration 209Q (2432.950000 sec): 3 clusters
  Score: Raw -1398730.657052 + Penalty 3069.913174 = -1395660.743877
  nChanged 11
		SP:Iteration 210Q (2432.980000 sec): 3 clusters
  Score: Raw -1398733.565685 + Penalty 3069.913174 = -1395663.652511
  nChanged 9
		SP:Iteration 211Q (2433.000000 sec): 3 clusters
  Score: Raw -1398735.772302 + Penalty 3069.913174 = -1395665.859128
  nChanged 4
		SP:Iteration 212Q (2433.020000 sec): 3 clusters
  Score: Raw -1398736.396903 + Penalty 3069.913174 = -1395666.483729
  nChanged 2
		SP:Iteration 213Q (2433.050000 sec): 3 clusters
  Score: Raw -1398736.646931 + Penalty 3069.913174 = -1395666.733756
  nChanged 2
		SP:Iteration 214Q (2433.080000 sec): 3 clusters
  Score: Raw -1398736.980969 + Penalty 3069.913174 = -1395667.067794
  nChanged 1
		SP:Iteration 215Q (2433.100000 sec): 3 clusters
  Score: Raw -1398737.383331 + Penalty 3069.913174 = -1395667.470156
  nChanged 5
		SP:Iteration 216Q (2433.120000 sec): 3 clusters
  Score: Raw -1398739.831337 + Penalty 3069.913174 = -1395669.918163
  nChanged 5
		SP:Iteration 217Q (2433.150000 sec): 3 clusters
  Score: Raw -1398740.825353 + Penalty 3069.913174 = -1395670.912179
  nChanged 1
		SP:Iteration 218Q (2433.180000 sec): 3 clusters
  Score: Raw -1398741.087011 + Penalty 3069.913174 = -1395671.173837
  nChanged 0
		SP:Iteration 219F (2433.210000 sec): 3 clusters
  Score: Raw -1398741.087011 + Penalty 3069.913174 = -1395671.173837
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 65 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2433.220000 sec): 2 clusters
  Score: Raw -157375.644613 + Penalty 1180.518654 = -156195.125959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2433.220000 sec): 3 clusters
  Score: Raw -156825.633575 + Penalty 2361.037308 = -154464.596267
  nChanged 499
		SP:Iteration 1F (2433.230000 sec): 3 clusters
  Score: Raw -157189.061372 + Penalty 2361.037308 = -154828.024064
  nChanged 132
		SP:Iteration 2F (2433.230000 sec): 3 clusters
  Score: Raw -157288.651196 + Penalty 2361.037308 = -154927.613888
  nChanged 67
		SP:Iteration 3Q (2433.230000 sec): 3 clusters
  Score: Raw -157336.301659 + Penalty 2361.037308 = -154975.264351
  nChanged 36
		SP:Iteration 4Q (2433.240000 sec): 3 clusters
  Score: Raw -157362.861276 + Penalty 2361.037308 = -155001.823968
  nChanged 34
		SP:Iteration 5Q (2433.240000 sec): 3 clusters
  Score: Raw -157386.209249 + Penalty 2361.037308 = -155025.171942
  nChanged 28
		SP:Iteration 6Q (2433.240000 sec): 3 clusters
  Score: Raw -157402.420053 + Penalty 2361.037308 = -155041.382745
  nChanged 22
		SP:Iteration 7Q (2433.250000 sec): 3 clusters
  Score: Raw -157413.382937 + Penalty 2361.037308 = -155052.345629
  nChanged 18
		SP:Iteration 8Q (2433.250000 sec): 3 clusters
  Score: Raw -157423.324347 + Penalty 2361.037308 = -155062.287039
  nChanged 10
		SP:Iteration 9Q (2433.260000 sec): 3 clusters
  Score: Raw -157430.222089 + Penalty 2361.037308 = -155069.184782
  nChanged 10
		SP:Iteration 10Q (2433.260000 sec): 3 clusters
  Score: Raw -157439.019466 + Penalty 2361.037308 = -155077.982158
  nChanged 8
		SP:Iteration 11Q (2433.260000 sec): 3 clusters
  Score: Raw -157444.003816 + Penalty 2361.037308 = -155082.966508
  nChanged 6
		SP:Iteration 12Q (2433.260000 sec): 3 clusters
  Score: Raw -157447.707504 + Penalty 2361.037308 = -155086.670196
  nChanged 4
		SP:Iteration 13Q (2433.270000 sec): 3 clusters
  Score: Raw -157450.287816 + Penalty 2361.037308 = -155089.250509
  nChanged 5
		SP:Iteration 14Q (2433.270000 sec): 3 clusters
  Score: Raw -157452.740766 + Penalty 2361.037308 = -155091.703458
  nChanged 2
		SP:Iteration 15Q (2433.280000 sec): 3 clusters
  Score: Raw -157453.375491 + Penalty 2361.037308 = -155092.338184
  nChanged 1
		SP:Iteration 16Q (2433.280000 sec): 3 clusters
  Score: Raw -157454.234539 + Penalty 2361.037308 = -155093.197231
  nChanged 2
		SP:Iteration 17Q (2433.280000 sec): 3 clusters
  Score: Raw -157455.283147 + Penalty 2361.037308 = -155094.245839
  nChanged 2
		SP:Iteration 18Q (2433.280000 sec): 3 clusters
  Score: Raw -157457.586056 + Penalty 2361.037308 = -155096.548749
  nChanged 5
		SP:Iteration 19Q (2433.290000 sec): 3 clusters
  Score: Raw -157461.360483 + Penalty 2361.037308 = -155100.323175
  nChanged 7
		SP:Iteration 20F (2433.290000 sec): 3 clusters
  Score: Raw -157464.224841 + Penalty 2361.037308 = -155103.187533
  nChanged 2
		SP:Iteration 21Q (2433.300000 sec): 3 clusters
  Score: Raw -157465.517475 + Penalty 2361.037308 = -155104.480167
  nChanged 3
		SP:Iteration 22Q (2433.300000 sec): 3 clusters
  Score: Raw -157466.405569 + Penalty 2361.037308 = -155105.368262
  nChanged 3
		SP:Iteration 23Q (2433.300000 sec): 3 clusters
  Score: Raw -157467.084915 + Penalty 2361.037308 = -155106.047607
  nChanged 0
		SP:Iteration 24F (2433.310000 sec): 3 clusters
  Score: Raw -157467.084915 + Penalty 2361.037308 = -155106.047607
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 66 (29061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2433.400000 sec): 2 clusters
  Score: Raw -3354674.001911 + Penalty 1670.037257 = -3353003.964654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2433.480000 sec): 3 clusters
  Score: Raw -3336791.664012 + Penalty 3340.074513 = -3333451.589499
  nChanged 13366
		SP:Iteration 1F (2433.550000 sec): 3 clusters
  Score: Raw -3344211.173192 + Penalty 3340.074513 = -3340871.098679
  nChanged 1354
		SP:Iteration 2Q (2433.630000 sec): 3 clusters
  Score: Raw -3344735.223157 + Penalty 3340.074513 = -3341395.148644
  nChanged 1452
		SP:Iteration 3Q (2433.710000 sec): 3 clusters
  Score: Raw -3345400.805667 + Penalty 3340.074513 = -3342060.731154
  nChanged 1554
		SP:Iteration 4F (2433.780000 sec): 3 clusters
  Score: Raw -3346181.037184 + Penalty 3340.074513 = -3342840.962671
  nChanged 1559
		SP:Iteration 5F (2433.860000 sec): 3 clusters
  Score: Raw -3347024.173149 + Penalty 3340.074513 = -3343684.098635
  nChanged 1608
		SP:Iteration 6F (2433.940000 sec): 3 clusters
  Score: Raw -3347970.589771 + Penalty 3340.074513 = -3344630.515258
  nChanged 1653
		SP:Iteration 7F (2434.010000 sec): 3 clusters
  Score: Raw -3348981.558404 + Penalty 3340.074513 = -3345641.483891
  nChanged 1539
		SP:Iteration 8F (2434.090000 sec): 3 clusters
  Score: Raw -3349909.982498 + Penalty 3340.074513 = -3346569.907985
  nChanged 1386
		SP:Iteration 9Q (2434.170000 sec): 3 clusters
  Score: Raw -3350712.145959 + Penalty 3340.074513 = -3347372.071446
  nChanged 1170
		SP:Iteration 10Q (2434.250000 sec): 3 clusters
  Score: Raw -3351256.200417 + Penalty 3340.074513 = -3347916.125904
  nChanged 882
		SP:Iteration 11Q (2434.320000 sec): 3 clusters
  Score: Raw -3351589.350274 + Penalty 3340.074513 = -3348249.275761
  nChanged 646
		SP:Iteration 12Q (2434.400000 sec): 3 clusters
  Score: Raw -3351783.135562 + Penalty 3340.074513 = -3348443.061049
  nChanged 491
		SP:Iteration 13Q (2434.470000 sec): 3 clusters
  Score: Raw -3351899.816755 + Penalty 3340.074513 = -3348559.742242
  nChanged 396
		SP:Iteration 14Q (2434.550000 sec): 3 clusters
  Score: Raw -3351987.622938 + Penalty 3340.074513 = -3348647.548425
  nChanged 329
		SP:Iteration 15Q (2434.620000 sec): 3 clusters
  Score: Raw -3352063.881212 + Penalty 3340.074513 = -3348723.806699
  nChanged 330
		SP:Iteration 16Q (2434.700000 sec): 3 clusters
  Score: Raw -3352150.213503 + Penalty 3340.074513 = -3348810.138990
  nChanged 347
		SP:Iteration 17Q (2434.770000 sec): 3 clusters
  Score: Raw -3352238.723420 + Penalty 3340.074513 = -3348898.648907
  nChanged 356
		SP:Iteration 18Q (2434.850000 sec): 3 clusters
  Score: Raw -3352346.459701 + Penalty 3340.074513 = -3349006.385188
  nChanged 429
		SP:Iteration 19Q (2434.920000 sec): 3 clusters
  Score: Raw -3352504.526975 + Penalty 3340.074513 = -3349164.452462
  nChanged 499
		SP:Iteration 20F (2435.000000 sec): 3 clusters
  Score: Raw -3352702.561992 + Penalty 3340.074513 = -3349362.487479
  nChanged 502
		SP:Iteration 21Q (2435.080000 sec): 3 clusters
  Score: Raw -3352924.827336 + Penalty 3340.074513 = -3349584.752823
  nChanged 571
		SP:Iteration 22Q (2435.150000 sec): 3 clusters
  Score: Raw -3353191.419976 + Penalty 3340.074513 = -3349851.345463
  nChanged 580
		SP:Iteration 23Q (2435.230000 sec): 3 clusters
  Score: Raw -3353494.479518 + Penalty 3340.074513 = -3350154.405005
  nChanged 581
		SP:Iteration 24Q (2435.300000 sec): 3 clusters
  Score: Raw -3353809.205718 + Penalty 3340.074513 = -3350469.131205
  nChanged 619
		SP:Iteration 25Q (2435.380000 sec): 3 clusters
  Score: Raw -3354125.939122 + Penalty 3340.074513 = -3350785.864609
  nChanged 545
		SP:Iteration 26Q (2435.450000 sec): 3 clusters
  Score: Raw -3354378.187653 + Penalty 3340.074513 = -3351038.113140
  nChanged 464
		SP:Iteration 27Q (2435.520000 sec): 3 clusters
  Score: Raw -3354578.338478 + Penalty 3340.074513 = -3351238.263965
  nChanged 382
		SP:Iteration 28Q (2435.590000 sec): 3 clusters
  Score: Raw -3354719.718580 + Penalty 3340.074513 = -3351379.644067
  nChanged 323
		SP:Iteration 29Q (2435.660000 sec): 3 clusters
  Score: Raw -3354830.437317 + Penalty 3340.074513 = -3351490.362803
  nChanged 277
		SP:Iteration 30Q (2435.730000 sec): 3 clusters
  Score: Raw -3354917.234827 + Penalty 3340.074513 = -3351577.160314
  nChanged 224
		SP:Iteration 31Q (2435.800000 sec): 3 clusters
  Score: Raw -3354979.815468 + Penalty 3340.074513 = -3351639.740955
  nChanged 216
		SP:Iteration 32Q (2435.870000 sec): 3 clusters
  Score: Raw -3355033.452647 + Penalty 3340.074513 = -3351693.378134
  nChanged 173
		SP:Iteration 33Q (2435.940000 sec): 3 clusters
  Score: Raw -3355067.665237 + Penalty 3340.074513 = -3351727.590723
  nChanged 141
		SP:Iteration 34Q (2436.010000 sec): 3 clusters
  Score: Raw -3355089.233489 + Penalty 3340.074513 = -3351749.158976
  nChanged 112
		SP:Iteration 35Q (2436.080000 sec): 3 clusters
  Score: Raw -3355104.887109 + Penalty 3340.074513 = -3351764.812596
  nChanged 90
		SP:Iteration 36Q (2436.140000 sec): 3 clusters
  Score: Raw -3355115.944268 + Penalty 3340.074513 = -3351775.869755
  nChanged 70
		SP:Iteration 37Q (2436.210000 sec): 3 clusters
  Score: Raw -3355123.890673 + Penalty 3340.074513 = -3351783.816160
  nChanged 60
		SP:Iteration 38Q (2436.280000 sec): 3 clusters
  Score: Raw -3355129.709629 + Penalty 3340.074513 = -3351789.635116
  nChanged 49
		SP:Iteration 39Q (2436.340000 sec): 3 clusters
  Score: Raw -3355133.708788 + Penalty 3340.074513 = -3351793.634275
  nChanged 41
		SP:Iteration 40F (2436.420000 sec): 3 clusters
  Score: Raw -3355139.442583 + Penalty 3340.074513 = -3351799.368070
  nChanged 31
		SP:Iteration 41Q (2436.490000 sec): 3 clusters
  Score: Raw -3355141.403692 + Penalty 3340.074513 = -3351801.329179
  nChanged 17
		SP:Iteration 42Q (2436.560000 sec): 3 clusters
  Score: Raw -3355142.469084 + Penalty 3340.074513 = -3351802.394571
  nChanged 13
		SP:Iteration 43Q (2436.630000 sec): 3 clusters
  Score: Raw -3355143.187623 + Penalty 3340.074513 = -3351803.113110
  nChanged 16
		SP:Iteration 44Q (2436.700000 sec): 3 clusters
  Score: Raw -3355144.487384 + Penalty 3340.074513 = -3351804.412871
  nChanged 15
		SP:Iteration 45Q (2436.770000 sec): 3 clusters
  Score: Raw -3355145.370271 + Penalty 3340.074513 = -3351805.295758
  nChanged 9
		SP:Iteration 46Q (2436.840000 sec): 3 clusters
  Score: Raw -3355145.826829 + Penalty 3340.074513 = -3351805.752316
  nChanged 8
		SP:Iteration 47Q (2436.900000 sec): 3 clusters
  Score: Raw -3355146.094641 + Penalty 3340.074513 = -3351806.020128
  nChanged 3
		SP:Iteration 48Q (2436.970000 sec): 3 clusters
  Score: Raw -3355146.353139 + Penalty 3340.074513 = -3351806.278625
  nChanged 6
		SP:Iteration 49Q (2437.040000 sec): 3 clusters
  Score: Raw -3355146.670156 + Penalty 3340.074513 = -3351806.595643
  nChanged 7
		SP:Iteration 50Q (2437.110000 sec): 3 clusters
  Score: Raw -3355147.111978 + Penalty 3340.074513 = -3351807.037465
  nChanged 5
		SP:Iteration 51Q (2437.180000 sec): 3 clusters
  Score: Raw -3355147.269271 + Penalty 3340.074513 = -3351807.194758
  nChanged 6
		SP:Iteration 52Q (2437.250000 sec): 3 clusters
  Score: Raw -3355147.526388 + Penalty 3340.074513 = -3351807.451875
  nChanged 4
		SP:Iteration 53Q (2437.320000 sec): 3 clusters
  Score: Raw -3355147.742214 + Penalty 3340.074513 = -3351807.667701
  nChanged 3
		SP:Iteration 54Q (2437.390000 sec): 3 clusters
  Score: Raw -3355147.940138 + Penalty 3340.074513 = -3351807.865625
  nChanged 2
		SP:Iteration 55Q (2437.460000 sec): 3 clusters
  Score: Raw -3355148.024737 + Penalty 3340.074513 = -3351807.950224
  nChanged 0
		SP:Iteration 56F (2437.530000 sec): 3 clusters
  Score: Raw -3355148.024737 + Penalty 3340.074513 = -3351807.950224
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 67 (1542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2437.550000 sec): 2 clusters
  Score: Raw -153979.708395 + Penalty 1192.885778 = -152786.822617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2437.560000 sec): 3 clusters
  Score: Raw -153437.776147 + Penalty 2385.771555 = -151052.004591
  nChanged 510
		SP:Iteration 1F (2437.560000 sec): 3 clusters
  Score: Raw -153933.373004 + Penalty 2385.771555 = -151547.601449
  nChanged 143
		SP:Iteration 2F (2437.560000 sec): 3 clusters
  Score: Raw -154116.503710 + Penalty 2385.771555 = -151730.732155
  nChanged 102
		SP:Iteration 3F (2437.570000 sec): 3 clusters
  Score: Raw -154264.146552 + Penalty 2385.771555 = -151878.374996
  nChanged 89
		SP:Iteration 4F (2437.570000 sec): 3 clusters
  Score: Raw -154435.039207 + Penalty 2385.771555 = -152049.267652
  nChanged 70
		SP:Iteration 5Q (2437.580000 sec): 3 clusters
  Score: Raw -154559.010934 + Penalty 2385.771555 = -152173.239379
  nChanged 63
		SP:Iteration 6Q (2437.580000 sec): 3 clusters
  Score: Raw -154655.790499 + Penalty 2385.771555 = -152270.018944
  nChanged 50
		SP:Iteration 7Q (2437.580000 sec): 3 clusters
  Score: Raw -154716.542498 + Penalty 2385.771555 = -152330.770943
  nChanged 34
		SP:Iteration 8Q (2437.580000 sec): 3 clusters
  Score: Raw -154759.621731 + Penalty 2385.771555 = -152373.850176
  nChanged 25
		SP:Iteration 9Q (2437.590000 sec): 3 clusters
  Score: Raw -154783.295351 + Penalty 2385.771555 = -152397.523795
  nChanged 20
		SP:Iteration 10Q (2437.590000 sec): 3 clusters
  Score: Raw -154808.051666 + Penalty 2385.771555 = -152422.280111
  nChanged 18
		SP:Iteration 11Q (2437.600000 sec): 3 clusters
  Score: Raw -154836.517216 + Penalty 2385.771555 = -152450.745661
  nChanged 19
		SP:Iteration 12Q (2437.600000 sec): 3 clusters
  Score: Raw -154858.268330 + Penalty 2385.771555 = -152472.496775
  nChanged 12
		SP:Iteration 13Q (2437.600000 sec): 3 clusters
  Score: Raw -154870.428007 + Penalty 2385.771555 = -152484.656452
  nChanged 14
		SP:Iteration 14Q (2437.600000 sec): 3 clusters
  Score: Raw -154878.278678 + Penalty 2385.771555 = -152492.507123
  nChanged 12
		SP:Iteration 15Q (2437.610000 sec): 3 clusters
  Score: Raw -154892.631885 + Penalty 2385.771555 = -152506.860330
  nChanged 15
		SP:Iteration 16Q (2437.610000 sec): 3 clusters
  Score: Raw -154906.733506 + Penalty 2385.771555 = -152520.961950
  nChanged 10
		SP:Iteration 17Q (2437.620000 sec): 3 clusters
  Score: Raw -154913.330584 + Penalty 2385.771555 = -152527.559029
  nChanged 7
		SP:Iteration 18Q (2437.620000 sec): 3 clusters
  Score: Raw -154918.317920 + Penalty 2385.771555 = -152532.546365
  nChanged 5
		SP:Iteration 19Q (2437.620000 sec): 3 clusters
  Score: Raw -154921.170997 + Penalty 2385.771555 = -152535.399442
  nChanged 5
		SP:Iteration 20F (2437.620000 sec): 3 clusters
  Score: Raw -154923.693658 + Penalty 2385.771555 = -152537.922103
  nChanged 4
		SP:Iteration 21Q (2437.630000 sec): 3 clusters
  Score: Raw -154927.710463 + Penalty 2385.771555 = -152541.938907
  nChanged 5
		SP:Iteration 22Q (2437.630000 sec): 3 clusters
  Score: Raw -154931.508047 + Penalty 2385.771555 = -152545.736492
  nChanged 6
		SP:Iteration 23Q (2437.640000 sec): 3 clusters
  Score: Raw -154936.525070 + Penalty 2385.771555 = -152550.753515
  nChanged 5
		SP:Iteration 24Q (2437.640000 sec): 3 clusters
  Score: Raw -154942.249322 + Penalty 2385.771555 = -152556.477767
  nChanged 6
		SP:Iteration 25Q (2437.640000 sec): 3 clusters
  Score: Raw -154949.255322 + Penalty 2385.771555 = -152563.483767
  nChanged 5
		SP:Iteration 26Q (2437.640000 sec): 3 clusters
  Score: Raw -154952.482381 + Penalty 2385.771555 = -152566.710826
  nChanged 3
		SP:Iteration 27Q (2437.650000 sec): 3 clusters
  Score: Raw -154954.367124 + Penalty 2385.771555 = -152568.595569
  nChanged 5
		SP:Iteration 28Q (2437.650000 sec): 3 clusters
  Score: Raw -154956.812823 + Penalty 2385.771555 = -152571.041268
  nChanged 1
		SP:Iteration 29Q (2437.660000 sec): 3 clusters
  Score: Raw -154957.851211 + Penalty 2385.771555 = -152572.079656
  nChanged 1
		SP:Iteration 30Q (2437.660000 sec): 3 clusters
  Score: Raw -154958.339100 + Penalty 2385.771555 = -152572.567545
  nChanged 1
		SP:Iteration 31Q (2437.660000 sec): 3 clusters
  Score: Raw -154958.876163 + Penalty 2385.771555 = -152573.104608
  nChanged 1
		SP:Iteration 32Q (2437.660000 sec): 3 clusters
  Score: Raw -154959.933358 + Penalty 2385.771555 = -152574.161803
  nChanged 0
		SP:Iteration 33F (2437.670000 sec): 3 clusters
  Score: Raw -154959.933358 + Penalty 2385.771555 = -152574.161803
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 68 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2437.680000 sec): 2 clusters
  Score: Raw -203639.032473 + Penalty 1216.209905 = -202422.822569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2437.680000 sec): 3 clusters
  Score: Raw -202907.849605 + Penalty 2432.419809 = -200475.429796
  nChanged 598
		SP:Iteration 1F (2437.680000 sec): 3 clusters
  Score: Raw -203254.504435 + Penalty 2432.419809 = -200822.084626
  nChanged 115
		SP:Iteration 2F (2437.690000 sec): 3 clusters
  Score: Raw -203323.401201 + Penalty 2432.419809 = -200890.981392
  nChanged 74
		SP:Iteration 3Q (2437.690000 sec): 3 clusters
  Score: Raw -203384.561791 + Penalty 2432.419809 = -200952.141982
  nChanged 70
		SP:Iteration 4Q (2437.700000 sec): 3 clusters
  Score: Raw -203432.411759 + Penalty 2432.419809 = -200999.991950
  nChanged 48
		SP:Iteration 5Q (2437.700000 sec): 3 clusters
  Score: Raw -203470.980903 + Penalty 2432.419809 = -201038.561094
  nChanged 47
		SP:Iteration 6Q (2437.710000 sec): 3 clusters
  Score: Raw -203510.157681 + Penalty 2432.419809 = -201077.737872
  nChanged 47
		SP:Iteration 7Q (2437.710000 sec): 3 clusters
  Score: Raw -203545.238189 + Penalty 2432.419809 = -201112.818380
  nChanged 35
		SP:Iteration 8Q (2437.720000 sec): 3 clusters
  Score: Raw -203568.313718 + Penalty 2432.419809 = -201135.893909
  nChanged 30
		SP:Iteration 9Q (2437.720000 sec): 3 clusters
  Score: Raw -203584.633836 + Penalty 2432.419809 = -201152.214027
  nChanged 23
		SP:Iteration 10Q (2437.720000 sec): 3 clusters
  Score: Raw -203601.677017 + Penalty 2432.419809 = -201169.257208
  nChanged 18
		SP:Iteration 11Q (2437.730000 sec): 3 clusters
  Score: Raw -203611.193238 + Penalty 2432.419809 = -201178.773429
  nChanged 14
		SP:Iteration 12Q (2437.730000 sec): 3 clusters
  Score: Raw -203617.954976 + Penalty 2432.419809 = -201185.535167
  nChanged 13
		SP:Iteration 13Q (2437.740000 sec): 3 clusters
  Score: Raw -203623.562153 + Penalty 2432.419809 = -201191.142344
  nChanged 13
		SP:Iteration 14Q (2437.740000 sec): 3 clusters
  Score: Raw -203629.286253 + Penalty 2432.419809 = -201196.866444
  nChanged 8
		SP:Iteration 15Q (2437.740000 sec): 3 clusters
  Score: Raw -203633.538737 + Penalty 2432.419809 = -201201.118928
  nChanged 15
		SP:Iteration 16Q (2437.750000 sec): 3 clusters
  Score: Raw -203642.388326 + Penalty 2432.419809 = -201209.968517
  nChanged 20
		SP:Iteration 17Q (2437.750000 sec): 3 clusters
  Score: Raw -203652.776586 + Penalty 2432.419809 = -201220.356777
  nChanged 17
		SP:Iteration 18Q (2437.760000 sec): 3 clusters
  Score: Raw -203661.689826 + Penalty 2432.419809 = -201229.270017
  nChanged 17
		SP:Iteration 19Q (2437.760000 sec): 3 clusters
  Score: Raw -203671.709937 + Penalty 2432.419809 = -201239.290128
  nChanged 12
		SP:Iteration 20F (2437.770000 sec): 3 clusters
  Score: Raw -203678.076844 + Penalty 2432.419809 = -201245.657035
  nChanged 13
		SP:Iteration 21Q (2437.770000 sec): 3 clusters
  Score: Raw -203684.286874 + Penalty 2432.419809 = -201251.867065
  nChanged 8
		SP:Iteration 22Q (2437.780000 sec): 3 clusters
  Score: Raw -203689.592633 + Penalty 2432.419809 = -201257.172824
  nChanged 11
		SP:Iteration 23Q (2437.780000 sec): 3 clusters
  Score: Raw -203697.031827 + Penalty 2432.419809 = -201264.612018
  nChanged 10
		SP:Iteration 24Q (2437.780000 sec): 3 clusters
  Score: Raw -203701.086417 + Penalty 2432.419809 = -201268.666608
  nChanged 6
		SP:Iteration 25Q (2437.790000 sec): 3 clusters
  Score: Raw -203704.957523 + Penalty 2432.419809 = -201272.537714
  nChanged 6
		SP:Iteration 26Q (2437.790000 sec): 3 clusters
  Score: Raw -203708.167537 + Penalty 2432.419809 = -201275.747728
  nChanged 7
		SP:Iteration 27Q (2437.800000 sec): 3 clusters
  Score: Raw -203711.349237 + Penalty 2432.419809 = -201278.929428
  nChanged 10
		SP:Iteration 28Q (2437.800000 sec): 3 clusters
  Score: Raw -203716.320303 + Penalty 2432.419809 = -201283.900494
  nChanged 10
		SP:Iteration 29Q (2437.800000 sec): 3 clusters
  Score: Raw -203720.144397 + Penalty 2432.419809 = -201287.724588
  nChanged 8
		SP:Iteration 30Q (2437.810000 sec): 3 clusters
  Score: Raw -203724.586966 + Penalty 2432.419809 = -201292.167157
  nChanged 8
		SP:Iteration 31Q (2437.810000 sec): 3 clusters
  Score: Raw -203731.622524 + Penalty 2432.419809 = -201299.202715
  nChanged 10
		SP:Iteration 32Q (2437.820000 sec): 3 clusters
  Score: Raw -203737.221197 + Penalty 2432.419809 = -201304.801388
  nChanged 15
		SP:Iteration 33Q (2437.820000 sec): 3 clusters
  Score: Raw -203747.666420 + Penalty 2432.419809 = -201315.246611
  nChanged 17
		SP:Iteration 34Q (2437.830000 sec): 3 clusters
  Score: Raw -203758.285149 + Penalty 2432.419809 = -201325.865340
  nChanged 11
		SP:Iteration 35Q (2437.830000 sec): 3 clusters
  Score: Raw -203764.378498 + Penalty 2432.419809 = -201331.958689
  nChanged 9
		SP:Iteration 36Q (2437.840000 sec): 3 clusters
  Score: Raw -203771.110630 + Penalty 2432.419809 = -201338.690821
  nChanged 11
		SP:Iteration 37Q (2437.840000 sec): 3 clusters
  Score: Raw -203776.890680 + Penalty 2432.419809 = -201344.470871
  nChanged 5
		SP:Iteration 38Q (2437.840000 sec): 3 clusters
  Score: Raw -203779.344287 + Penalty 2432.419809 = -201346.924477
  nChanged 6
		SP:Iteration 39Q (2437.850000 sec): 3 clusters
  Score: Raw -203781.918560 + Penalty 2432.419809 = -201349.498751
  nChanged 1
		SP:Iteration 40F (2437.850000 sec): 3 clusters
  Score: Raw -203782.176911 + Penalty 2432.419809 = -201349.757102
  nChanged 1
		SP:Iteration 41Q (2437.860000 sec): 3 clusters
  Score: Raw -203782.807870 + Penalty 2432.419809 = -201350.388061
  nChanged 0
		SP:Iteration 42F (2437.860000 sec): 3 clusters
  Score: Raw -203782.807870 + Penalty 2432.419809 = -201350.388061
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 69 (941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2437.870000 sec): 2 clusters
  Score: Raw -90425.105482 + Penalty 1112.628260 = -89312.477222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2437.870000 sec): 3 clusters
  Score: Raw -90228.408740 + Penalty 2225.256520 = -88003.152220
  nChanged 287
		SP:Iteration 1F (2437.870000 sec): 3 clusters
  Score: Raw -90935.443447 + Penalty 2225.256520 = -88710.186927
  nChanged 128
		SP:Iteration 2F (2437.880000 sec): 3 clusters
  Score: Raw -91564.250331 + Penalty 2225.256520 = -89338.993811
  nChanged 97
		SP:Iteration 3F (2437.880000 sec): 3 clusters
  Score: Raw -92401.275092 + Penalty 2225.256520 = -90176.018572
  nChanged 61
		SP:Iteration 4F (2437.880000 sec): 3 clusters
  Score: Raw -92802.200645 + Penalty 2225.256520 = -90576.944124
  nChanged 25
		SP:Iteration 5Q (2437.880000 sec): 3 clusters
  Score: Raw -92870.573843 + Penalty 2225.256520 = -90645.317322
  nChanged 1
		SP:Iteration 6Q (2437.880000 sec): 3 clusters
  Score: Raw -92874.927427 + Penalty 2225.256520 = -90649.670906
  nChanged 0
		SP:Iteration 7F (2437.880000 sec): 3 clusters
  Score: Raw -92874.927427 + Penalty 2225.256520 = -90649.670906
  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 12.42 GB.

 Trying to split cluster 70 (6361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2437.910000 sec): 2 clusters
  Score: Raw -715671.741156 + Penalty 1423.165392 = -714248.575763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2437.930000 sec): 3 clusters
  Score: Raw -712213.086784 + Penalty 2846.330785 = -709366.755999
  nChanged 2621
		SP:Iteration 1F (2437.940000 sec): 3 clusters
  Score: Raw -713628.612051 + Penalty 2846.330785 = -710782.281267
  nChanged 432
		SP:Iteration 2F (2437.960000 sec): 3 clusters
  Score: Raw -713851.883249 + Penalty 2846.330785 = -711005.552464
  nChanged 353
		SP:Iteration 3F (2437.980000 sec): 3 clusters
  Score: Raw -714043.605569 + Penalty 2846.330785 = -711197.274785
  nChanged 309
		SP:Iteration 4Q (2437.990000 sec): 3 clusters
  Score: Raw -714216.275438 + Penalty 2846.330785 = -711369.944653
  nChanged 275
		SP:Iteration 5Q (2438.010000 sec): 3 clusters
  Score: Raw -714356.155999 + Penalty 2846.330785 = -711509.825214
  nChanged 238
		SP:Iteration 6Q (2438.020000 sec): 3 clusters
  Score: Raw -714478.571505 + Penalty 2846.330785 = -711632.240720
  nChanged 202
		SP:Iteration 7Q (2438.040000 sec): 3 clusters
  Score: Raw -714595.843742 + Penalty 2846.330785 = -711749.512957
  nChanged 215
		SP:Iteration 8Q (2438.060000 sec): 3 clusters
  Score: Raw -714711.128432 + Penalty 2846.330785 = -711864.797647
  nChanged 209
		SP:Iteration 9Q (2438.070000 sec): 3 clusters
  Score: Raw -714826.259475 + Penalty 2846.330785 = -711979.928690
  nChanged 205
		SP:Iteration 10Q (2438.090000 sec): 3 clusters
  Score: Raw -714948.509004 + Penalty 2846.330785 = -712102.178219
  nChanged 196
		SP:Iteration 11Q (2438.100000 sec): 3 clusters
  Score: Raw -715077.285973 + Penalty 2846.330785 = -712230.955188
  nChanged 173
		SP:Iteration 12Q (2438.120000 sec): 3 clusters
  Score: Raw -715194.654702 + Penalty 2846.330785 = -712348.323917
  nChanged 146
		SP:Iteration 13Q (2438.130000 sec): 3 clusters
  Score: Raw -715292.658591 + Penalty 2846.330785 = -712446.327806
  nChanged 135
		SP:Iteration 14Q (2438.150000 sec): 3 clusters
  Score: Raw -715383.857804 + Penalty 2846.330785 = -712537.527020
  nChanged 110
		SP:Iteration 15Q (2438.160000 sec): 3 clusters
  Score: Raw -715463.351074 + Penalty 2846.330785 = -712617.020289
  nChanged 109
		SP:Iteration 16Q (2438.180000 sec): 3 clusters
  Score: Raw -715543.799401 + Penalty 2846.330785 = -712697.468616
  nChanged 83
		SP:Iteration 17Q (2438.190000 sec): 3 clusters
  Score: Raw -715606.671854 + Penalty 2846.330785 = -712760.341069
  nChanged 62
		SP:Iteration 18Q (2438.200000 sec): 3 clusters
  Score: Raw -715662.939500 + Penalty 2846.330785 = -712816.608715
  nChanged 44
		SP:Iteration 19Q (2438.220000 sec): 3 clusters
  Score: Raw -715702.832746 + Penalty 2846.330785 = -712856.501961
  nChanged 32
		SP:Iteration 20F (2438.230000 sec): 3 clusters
  Score: Raw -715734.696684 + Penalty 2846.330785 = -712888.365899
  nChanged 27
		SP:Iteration 21Q (2438.240000 sec): 3 clusters
  Score: Raw -715756.751569 + Penalty 2846.330785 = -712910.420784
  nChanged 20
		SP:Iteration 22Q (2438.260000 sec): 3 clusters
  Score: Raw -715771.398236 + Penalty 2846.330785 = -712925.067451
  nChanged 17
		SP:Iteration 23Q (2438.270000 sec): 3 clusters
  Score: Raw -715786.102456 + Penalty 2846.330785 = -712939.771672
  nChanged 13
		SP:Iteration 24Q (2438.280000 sec): 3 clusters
  Score: Raw -715796.068911 + Penalty 2846.330785 = -712949.738126
  nChanged 13
		SP:Iteration 25Q (2438.290000 sec): 3 clusters
  Score: Raw -715808.989479 + Penalty 2846.330785 = -712962.658694
  nChanged 15
		SP:Iteration 26Q (2438.300000 sec): 3 clusters
  Score: Raw -715825.699706 + Penalty 2846.330785 = -712979.368921
  nChanged 15
		SP:Iteration 27Q (2438.320000 sec): 3 clusters
  Score: Raw -715840.295457 + Penalty 2846.330785 = -712993.964672
  nChanged 13
		SP:Iteration 28Q (2438.330000 sec): 3 clusters
  Score: Raw -715850.976343 + Penalty 2846.330785 = -713004.645559
  nChanged 9
		SP:Iteration 29Q (2438.340000 sec): 3 clusters
  Score: Raw -715859.479171 + Penalty 2846.330785 = -713013.148386
  nChanged 5
		SP:Iteration 30Q (2438.350000 sec): 3 clusters
  Score: Raw -715865.506868 + Penalty 2846.330785 = -713019.176083
  nChanged 7
		SP:Iteration 31Q (2438.360000 sec): 3 clusters
  Score: Raw -715869.708943 + Penalty 2846.330785 = -713023.378158
  nChanged 6
		SP:Iteration 32Q (2438.380000 sec): 3 clusters
  Score: Raw -715873.555085 + Penalty 2846.330785 = -713027.224301
  nChanged 6
		SP:Iteration 33Q (2438.390000 sec): 3 clusters
  Score: Raw -715879.869484 + Penalty 2846.330785 = -713033.538699
  nChanged 6
		SP:Iteration 34Q (2438.400000 sec): 3 clusters
  Score: Raw -715885.020471 + Penalty 2846.330785 = -713038.689686
  nChanged 6
		SP:Iteration 35Q (2438.410000 sec): 3 clusters
  Score: Raw -715891.379605 + Penalty 2846.330785 = -713045.048820
  nChanged 4
		SP:Iteration 36Q (2438.420000 sec): 3 clusters
  Score: Raw -715893.769753 + Penalty 2846.330785 = -713047.438968
  nChanged 0
		SP:Iteration 37F (2438.440000 sec): 3 clusters
  Score: Raw -715893.769753 + Penalty 2846.330785 = -713047.438968
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 71 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2438.450000 sec): 2 clusters
  Score: Raw -159810.802633 + Penalty 1180.972882 = -158629.829751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2438.450000 sec): 3 clusters
  Score: Raw -159319.332414 + Penalty 2361.945764 = -156957.386650
  nChanged 478
		SP:Iteration 1F (2438.460000 sec): 3 clusters
  Score: Raw -159793.088490 + Penalty 2361.945764 = -157431.142726
  nChanged 141
		SP:Iteration 2F (2438.460000 sec): 3 clusters
  Score: Raw -160009.156951 + Penalty 2361.945764 = -157647.211187
  nChanged 96
		SP:Iteration 3F (2438.460000 sec): 3 clusters
  Score: Raw -160162.536306 + Penalty 2361.945764 = -157800.590542
  nChanged 63
		SP:Iteration 4Q (2438.460000 sec): 3 clusters
  Score: Raw -160264.546855 + Penalty 2361.945764 = -157902.601091
  nChanged 42
		SP:Iteration 5Q (2438.470000 sec): 3 clusters
  Score: Raw -160320.429695 + Penalty 2361.945764 = -157958.483931
  nChanged 39
		SP:Iteration 6Q (2438.470000 sec): 3 clusters
  Score: Raw -160365.632845 + Penalty 2361.945764 = -158003.687081
  nChanged 40
		SP:Iteration 7Q (2438.480000 sec): 3 clusters
  Score: Raw -160413.876738 + Penalty 2361.945764 = -158051.930974
  nChanged 45
		SP:Iteration 8Q (2438.480000 sec): 3 clusters
  Score: Raw -160456.457852 + Penalty 2361.945764 = -158094.512088
  nChanged 34
		SP:Iteration 9Q (2438.480000 sec): 3 clusters
  Score: Raw -160486.332893 + Penalty 2361.945764 = -158124.387129
  nChanged 32
		SP:Iteration 10Q (2438.480000 sec): 3 clusters
  Score: Raw -160509.659932 + Penalty 2361.945764 = -158147.714168
  nChanged 29
		SP:Iteration 11Q (2438.490000 sec): 3 clusters
  Score: Raw -160530.381286 + Penalty 2361.945764 = -158168.435522
  nChanged 24
		SP:Iteration 12Q (2438.490000 sec): 3 clusters
  Score: Raw -160559.449314 + Penalty 2361.945764 = -158197.503550
  nChanged 36
		SP:Iteration 13Q (2438.500000 sec): 3 clusters
  Score: Raw -160595.883877 + Penalty 2361.945764 = -158233.938113
  nChanged 31
		SP:Iteration 14Q (2438.500000 sec): 3 clusters
  Score: Raw -160631.179475 + Penalty 2361.945764 = -158269.233711
  nChanged 44
		SP:Iteration 15Q (2438.500000 sec): 3 clusters
  Score: Raw -160678.497806 + Penalty 2361.945764 = -158316.552042
  nChanged 38
		SP:Iteration 16Q (2438.500000 sec): 3 clusters
  Score: Raw -160718.956250 + Penalty 2361.945764 = -158357.010486
  nChanged 34
		SP:Iteration 17Q (2438.510000 sec): 3 clusters
  Score: Raw -160778.651219 + Penalty 2361.945764 = -158416.705455
  nChanged 46
		SP:Iteration 18Q (2438.510000 sec): 3 clusters
  Score: Raw -160857.431040 + Penalty 2361.945764 = -158495.485276
  nChanged 47
		SP:Iteration 19Q (2438.510000 sec): 3 clusters
  Score: Raw -160969.838176 + Penalty 2361.945764 = -158607.892412
  nChanged 37
		SP:Iteration 20F (2438.520000 sec): 3 clusters
  Score: Raw -161076.282941 + Penalty 2361.945764 = -158714.337177
  nChanged 25
		SP:Iteration 21Q (2438.520000 sec): 3 clusters
  Score: Raw -161128.876655 + Penalty 2361.945764 = -158766.930891
  nChanged 16
		SP:Iteration 22Q (2438.520000 sec): 3 clusters
  Score: Raw -161162.350443 + Penalty 2361.945764 = -158800.404679
  nChanged 13
		SP:Iteration 23Q (2438.520000 sec): 3 clusters
  Score: Raw -161181.660265 + Penalty 2361.945764 = -158819.714501
  nChanged 6
		SP:Iteration 24Q (2438.530000 sec): 3 clusters
  Score: Raw -161188.382324 + Penalty 2361.945764 = -158826.436560
  nChanged 4
		SP:Iteration 25Q (2438.530000 sec): 3 clusters
  Score: Raw -161197.165811 + Penalty 2361.945764 = -158835.220047
  nChanged 0
		SP:Iteration 26F (2438.530000 sec): 3 clusters
  Score: Raw -161197.165811 + Penalty 2361.945764 = -158835.220047
  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 12.42 GB.

 Trying to split cluster 72 (2773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2438.550000 sec): 2 clusters
  Score: Raw -298699.685385 + Penalty 1288.248820 = -297411.436565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2438.560000 sec): 3 clusters
  Score: Raw -297427.626986 + Penalty 2576.497640 = -294851.129346
  nChanged 1016
		SP:Iteration 1F (2438.560000 sec): 3 clusters
  Score: Raw -298108.342573 + Penalty 2576.497640 = -295531.844933
  nChanged 232
		SP:Iteration 2F (2438.570000 sec): 3 clusters
  Score: Raw -298304.211872 + Penalty 2576.497640 = -295727.714232
  nChanged 178
		SP:Iteration 3F (2438.580000 sec): 3 clusters
  Score: Raw -298463.059403 + Penalty 2576.497640 = -295886.561763
  nChanged 160
		SP:Iteration 4F (2438.580000 sec): 3 clusters
  Score: Raw -298598.995873 + Penalty 2576.497640 = -296022.498233
  nChanged 121
		SP:Iteration 5Q (2438.590000 sec): 3 clusters
  Score: Raw -298738.403541 + Penalty 2576.497640 = -296161.905901
  nChanged 112
		SP:Iteration 6Q (2438.600000 sec): 3 clusters
  Score: Raw -298837.357633 + Penalty 2576.497640 = -296260.859993
  nChanged 90
		SP:Iteration 7Q (2438.600000 sec): 3 clusters
  Score: Raw -298909.228486 + Penalty 2576.497640 = -296332.730846
  nChanged 84
		SP:Iteration 8Q (2438.610000 sec): 3 clusters
  Score: Raw -298986.090995 + Penalty 2576.497640 = -296409.593356
  nChanged 73
		SP:Iteration 9Q (2438.620000 sec): 3 clusters
  Score: Raw -299047.098533 + Penalty 2576.497640 = -296470.600894
  nChanged 55
		SP:Iteration 10Q (2438.620000 sec): 3 clusters
  Score: Raw -299090.865843 + Penalty 2576.497640 = -296514.368204
  nChanged 46
		SP:Iteration 11Q (2438.630000 sec): 3 clusters
  Score: Raw -299115.973143 + Penalty 2576.497640 = -296539.475504
  nChanged 37
		SP:Iteration 12Q (2438.640000 sec): 3 clusters
  Score: Raw -299137.181898 + Penalty 2576.497640 = -296560.684258
  nChanged 28
		SP:Iteration 13Q (2438.640000 sec): 3 clusters
  Score: Raw -299156.234473 + Penalty 2576.497640 = -296579.736833
  nChanged 28
		SP:Iteration 14Q (2438.650000 sec): 3 clusters
  Score: Raw -299167.508772 + Penalty 2576.497640 = -296591.011133
  nChanged 13
		SP:Iteration 15Q (2438.660000 sec): 3 clusters
  Score: Raw -299171.082165 + Penalty 2576.497640 = -296594.584525
  nChanged 9
		SP:Iteration 16Q (2438.660000 sec): 3 clusters
  Score: Raw -299175.402554 + Penalty 2576.497640 = -296598.904914
  nChanged 8
		SP:Iteration 17Q (2438.670000 sec): 3 clusters
  Score: Raw -299178.592005 + Penalty 2576.497640 = -296602.094365
  nChanged 11
		SP:Iteration 18Q (2438.670000 sec): 3 clusters
  Score: Raw -299181.784334 + Penalty 2576.497640 = -296605.286694
  nChanged 7
		SP:Iteration 19Q (2438.680000 sec): 3 clusters
  Score: Raw -299184.812040 + Penalty 2576.497640 = -296608.314400
  nChanged 8
		SP:Iteration 20F (2438.690000 sec): 3 clusters
  Score: Raw -299188.823187 + Penalty 2576.497640 = -296612.325547
  nChanged 3
		SP:Iteration 21Q (2438.690000 sec): 3 clusters
  Score: Raw -299190.547189 + Penalty 2576.497640 = -296614.049549
  nChanged 2
		SP:Iteration 22Q (2438.700000 sec): 3 clusters
  Score: Raw -299191.967920 + Penalty 2576.497640 = -296615.470280
  nChanged 3
		SP:Iteration 23Q (2438.700000 sec): 3 clusters
  Score: Raw -299192.754839 + Penalty 2576.497640 = -296616.257199
  nChanged 1
		SP:Iteration 24Q (2438.710000 sec): 3 clusters
  Score: Raw -299192.933527 + Penalty 2576.497640 = -296616.435887
  nChanged 0
		SP:Iteration 25F (2438.720000 sec): 3 clusters
  Score: Raw -299192.933527 + Penalty 2576.497640 = -296616.435887
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 73 (1200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2438.720000 sec): 2 clusters
  Score: Raw -122507.339911 + Penalty 1152.137486 = -121355.202426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2438.730000 sec): 3 clusters
  Score: Raw -122094.545419 + Penalty 2304.274972 = -119790.270447
  nChanged 391
		SP:Iteration 1F (2438.730000 sec): 3 clusters
  Score: Raw -122492.327401 + Penalty 2304.274972 = -120188.052429
  nChanged 119
		SP:Iteration 2F (2438.740000 sec): 3 clusters
  Score: Raw -122653.901946 + Penalty 2304.274972 = -120349.626974
  nChanged 72
		SP:Iteration 3F (2438.740000 sec): 3 clusters
  Score: Raw -122794.938413 + Penalty 2304.274972 = -120490.663441
  nChanged 51
		SP:Iteration 4Q (2438.740000 sec): 3 clusters
  Score: Raw -122886.021493 + Penalty 2304.274972 = -120581.746522
  nChanged 44
		SP:Iteration 5Q (2438.740000 sec): 3 clusters
  Score: Raw -122926.923950 + Penalty 2304.274972 = -120622.648978
  nChanged 24
		SP:Iteration 6Q (2438.750000 sec): 3 clusters
  Score: Raw -122955.724446 + Penalty 2304.274972 = -120651.449474
  nChanged 30
		SP:Iteration 7Q (2438.750000 sec): 3 clusters
  Score: Raw -122998.526684 + Penalty 2304.274972 = -120694.251713
  nChanged 29
		SP:Iteration 8Q (2438.750000 sec): 3 clusters
  Score: Raw -123030.808513 + Penalty 2304.274972 = -120726.533542
  nChanged 21
		SP:Iteration 9Q (2438.760000 sec): 3 clusters
  Score: Raw -123053.733705 + Penalty 2304.274972 = -120749.458733
  nChanged 13
		SP:Iteration 10Q (2438.760000 sec): 3 clusters
  Score: Raw -123067.386224 + Penalty 2304.274972 = -120763.111252
  nChanged 18
		SP:Iteration 11Q (2438.760000 sec): 3 clusters
  Score: Raw -123083.755173 + Penalty 2304.274972 = -120779.480201
  nChanged 15
		SP:Iteration 12Q (2438.760000 sec): 3 clusters
  Score: Raw -123104.177551 + Penalty 2304.274972 = -120799.902579
  nChanged 19
		SP:Iteration 13Q (2438.770000 sec): 3 clusters
  Score: Raw -123124.042815 + Penalty 2304.274972 = -120819.767843
  nChanged 11
		SP:Iteration 14Q (2438.770000 sec): 3 clusters
  Score: Raw -123133.333796 + Penalty 2304.274972 = -120829.058825
  nChanged 10
		SP:Iteration 15Q (2438.770000 sec): 3 clusters
  Score: Raw -123144.605356 + Penalty 2304.274972 = -120840.330385
  nChanged 8
		SP:Iteration 16Q (2438.780000 sec): 3 clusters
  Score: Raw -123151.881632 + Penalty 2304.274972 = -120847.606661
  nChanged 6
		SP:Iteration 17Q (2438.780000 sec): 3 clusters
  Score: Raw -123158.100240 + Penalty 2304.274972 = -120853.825269
  nChanged 4
		SP:Iteration 18Q (2438.780000 sec): 3 clusters
  Score: Raw -123160.020896 + Penalty 2304.274972 = -120855.745924
  nChanged 1
		SP:Iteration 19Q (2438.780000 sec): 3 clusters
  Score: Raw -123160.686904 + Penalty 2304.274972 = -120856.411933
  nChanged 0
		SP:Iteration 20F (2438.780000 sec): 3 clusters
  Score: Raw -123160.686904 + Penalty 2304.274972 = -120856.411933
  nChanged 0
Iteration 139Q (2449.200000 sec): 82 clusters
  Score: Raw -156104057.269581 + Penalty 186095.311366 = -155917961.958215
  nChanged 2770
Iteration 140F (2546.900000 sec): 82 clusters
  Score: Raw -156143615.322144 + Penalty 186095.311366 = -155957520.010778
  nChanged 2536
Iteration 141Q (2556.830000 sec): 82 clusters
  Score: Raw -156152896.559849 + Penalty 186095.311366 = -155966801.248483
  nChanged 1869
Iteration 142Q (2566.740000 sec): 82 clusters
  Score: Raw -156153784.500819 + Penalty 186095.311366 = -155967689.189453
  nChanged 1630
Iteration 143Q (2576.560000 sec): 82 clusters
  Score: Raw -156154408.753392 + Penalty 186095.311366 = -155968313.442025
  nChanged 1534
Iteration 144Q (2586.370000 sec): 82 clusters
  Score: Raw -156154876.264502 + Penalty 186095.311366 = -155968780.953136
  nChanged 1494
Iteration 145Q (2596.130000 sec): 82 clusters
  Score: Raw -156155298.009072 + Penalty 186095.311366 = -155969202.697705
  nChanged 1525
Iteration 146Q (2605.880000 sec): 82 clusters
  Score: Raw -156155758.780759 + Penalty 186095.311366 = -155969663.469392
  nChanged 1443
Iteration 147Q (2615.640000 sec): 82 clusters
  Score: Raw -156156154.023545 + Penalty 186095.311366 = -155970058.712178
  nChanged 1478
Iteration 148Q (2625.440000 sec): 82 clusters
  Score: Raw -156156567.482782 + Penalty 186095.311366 = -155970472.171416
  nChanged 1461
Iteration 149Q (2635.200000 sec): 82 clusters
  Score: Raw -156157017.311305 + Penalty 186095.311366 = -155970921.999939
  nChanged 1488
Iteration 150Q (2644.930000 sec): 82 clusters
  Score: Raw -156157543.123957 + Penalty 186095.311366 = -155971447.812591
  nChanged 1568
Iteration 151Q (2654.640000 sec): 82 clusters
  Score: Raw -156157982.765605 + Penalty 186095.311366 = -155971887.454239
  nChanged 1559
Iteration 152Q (2664.350000 sec): 82 clusters
  Score: Raw -156158468.192000 + Penalty 186095.311366 = -155972372.880633
  nChanged 1662
Iteration 153Q (2674.120000 sec): 82 clusters
  Score: Raw -156158863.849125 + Penalty 186095.311366 = -155972768.537758
  nChanged 1629
Iteration 154Q (2683.760000 sec): 82 clusters
  Score: Raw -156159211.430018 + Penalty 186095.311366 = -155973116.118651
  nChanged 1617
Iteration 155Q (2693.490000 sec): 82 clusters
  Score: Raw -156159549.851809 + Penalty 186095.311366 = -155973454.540443
  nChanged 1618
Iteration 156Q (2703.190000 sec): 82 clusters
  Score: Raw -156159897.726959 + Penalty 186095.311366 = -155973802.415593
  nChanged 1642
Iteration 157Q (2712.900000 sec): 82 clusters
  Score: Raw -156160263.353368 + Penalty 186095.311366 = -155974168.042002
  nChanged 1707
Iteration 158Q (2722.550000 sec): 82 clusters
  Score: Raw -156160615.154900 + Penalty 186095.311366 = -155974519.843533
  nChanged 1682
Iteration 159Q (2732.190000 sec): 82 clusters
  Score: Raw -156160924.006589 + Penalty 186095.311366 = -155974828.695223
  nChanged 1576
Iteration 160F (2829.960000 sec): 82 clusters
  Score: Raw -156169695.747551 + Penalty 186095.311366 = -155983600.436185
  nChanged 1680
Iteration 161Q (2839.840000 sec): 82 clusters
  Score: Raw -156171269.310014 + Penalty 186095.311366 = -155985173.998647
  nChanged 1446
Iteration 162Q (2849.780000 sec): 82 clusters
  Score: Raw -156171489.172281 + Penalty 186095.311366 = -155985393.860914
  nChanged 1429
Iteration 163Q (2859.670000 sec): 82 clusters
  Score: Raw -156171689.785562 + Penalty 186095.311366 = -155985594.474196
  nChanged 1309
Iteration 164Q (2869.480000 sec): 82 clusters
  Score: Raw -156171867.526087 + Penalty 186095.311366 = -155985772.214720
  nChanged 1291
Iteration 165Q (2879.320000 sec): 82 clusters
  Score: Raw -156172037.585228 + Penalty 186095.311366 = -155985942.273861
  nChanged 1240
Iteration 166Q (2889.130000 sec): 82 clusters
  Score: Raw -156172201.739634 + Penalty 186095.311366 = -155986106.428267
  nChanged 1182
Iteration 167Q (2898.770000 sec): 82 clusters
  Score: Raw -156172361.904327 + Penalty 186095.311366 = -155986266.592960
  nChanged 1142
Iteration 168Q (2908.470000 sec): 82 clusters
  Score: Raw -156172514.250308 + Penalty 186095.311366 = -155986418.938941
  nChanged 1124
Iteration 169Q (2918.260000 sec): 82 clusters
  Score: Raw -156172662.839324 + Penalty 186095.311366 = -155986567.527957
  nChanged 1113
Iteration 170Q (2927.910000 sec): 82 clusters
  Score: Raw -156172806.470932 + Penalty 186095.311366 = -155986711.159566
  nChanged 1050
Iteration 171Q (2937.480000 sec): 82 clusters
  Score: Raw -156172942.978081 + Penalty 186095.311366 = -155986847.666714
  nChanged 1107
Iteration 172Q (2947.040000 sec): 82 clusters
  Score: Raw -156173087.838082 + Penalty 186095.311366 = -155986992.526716
  nChanged 1102
Iteration 173Q (2956.580000 sec): 82 clusters
  Score: Raw -156173230.983514 + Penalty 186095.311366 = -155987135.672148
  nChanged 1018
Iteration 174Q (2966.010000 sec): 82 clusters
  Score: Raw -156173360.834463 + Penalty 186095.311366 = -155987265.523097
  nChanged 963
Iteration 175Q (2975.520000 sec): 82 clusters
  Score: Raw -156173480.916256 + Penalty 186095.311366 = -155987385.604890
  nChanged 957
Iteration 176Q (2985.190000 sec): 82 clusters
  Score: Raw -156173602.285524 + Penalty 186095.311366 = -155987506.974158
  nChanged 931
Iteration 177Q (2994.630000 sec): 82 clusters
  Score: Raw -156173705.211891 + Penalty 186095.311366 = -155987609.900525
  nChanged 858
Iteration 178Q (3006.120000 sec): 82 clusters
  Score: Raw -156173803.158931 + Penalty 186095.311366 = -155987707.847564
  nChanged 856
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -156173803.158931 + Penalty 186095.311366 = -155987707.847564
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3006.340000 sec): 2 clusters
  Score: Raw -149902.879586 + Penalty 1181.086241 = -148721.793345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3006.350000 sec): 3 clusters
  Score: Raw -149324.132515 + Penalty 2362.172482 = -146961.960033
  nChanged 500
		SP:Iteration 1F (3006.350000 sec): 3 clusters
  Score: Raw -149705.626849 + Penalty 2362.172482 = -147343.454367
  nChanged 142
		SP:Iteration 2F (3006.360000 sec): 3 clusters
  Score: Raw -149854.243952 + Penalty 2362.172482 = -147492.071470
  nChanged 89
		SP:Iteration 3F (3006.360000 sec): 3 clusters
  Score: Raw -149968.017966 + Penalty 2362.172482 = -147605.845484
  nChanged 76
		SP:Iteration 4F (3006.360000 sec): 3 clusters
  Score: Raw -150084.328944 + Penalty 2362.172482 = -147722.156462
  nChanged 59
		SP:Iteration 5Q (3006.370000 sec): 3 clusters
  Score: Raw -150181.001262 + Penalty 2362.172482 = -147818.828780
  nChanged 54
		SP:Iteration 6Q (3006.370000 sec): 3 clusters
  Score: Raw -150255.362868 + Penalty 2362.172482 = -147893.190386
  nChanged 50
		SP:Iteration 7Q (3006.380000 sec): 3 clusters
  Score: Raw -150334.831613 + Penalty 2362.172482 = -147972.659131
  nChanged 45
		SP:Iteration 8Q (3006.380000 sec): 3 clusters
  Score: Raw -150383.595748 + Penalty 2362.172482 = -148021.423266
  nChanged 34
		SP:Iteration 9Q (3006.380000 sec): 3 clusters
  Score: Raw -150418.229961 + Penalty 2362.172482 = -148056.057480
  nChanged 25
		SP:Iteration 10Q (3006.380000 sec): 3 clusters
  Score: Raw -150440.686957 + Penalty 2362.172482 = -148078.514475
  nChanged 18
		SP:Iteration 11Q (3006.390000 sec): 3 clusters
  Score: Raw -150458.961605 + Penalty 2362.172482 = -148096.789123
  nChanged 21
		SP:Iteration 12Q (3006.390000 sec): 3 clusters
  Score: Raw -150481.680796 + Penalty 2362.172482 = -148119.508314
  nChanged 17
		SP:Iteration 13Q (3006.390000 sec): 3 clusters
  Score: Raw -150498.078694 + Penalty 2362.172482 = -148135.906212
  nChanged 12
		SP:Iteration 14Q (3006.400000 sec): 3 clusters
  Score: Raw -150504.992532 + Penalty 2362.172482 = -148142.820051
  nChanged 8
		SP:Iteration 15Q (3006.400000 sec): 3 clusters
  Score: Raw -150511.761490 + Penalty 2362.172482 = -148149.589008
  nChanged 8
		SP:Iteration 16Q (3006.400000 sec): 3 clusters
  Score: Raw -150518.204400 + Penalty 2362.172482 = -148156.031918
  nChanged 7
		SP:Iteration 17Q (3006.410000 sec): 3 clusters
  Score: Raw -150522.860726 + Penalty 2362.172482 = -148160.688244
  nChanged 4
		SP:Iteration 18Q (3006.410000 sec): 3 clusters
  Score: Raw -150524.662907 + Penalty 2362.172482 = -148162.490425
  nChanged 5
		SP:Iteration 19Q (3006.410000 sec): 3 clusters
  Score: Raw -150527.351637 + Penalty 2362.172482 = -148165.179155
  nChanged 3
		SP:Iteration 20F (3006.420000 sec): 3 clusters
  Score: Raw -150532.595984 + Penalty 2362.172482 = -148170.423502
  nChanged 5
		SP:Iteration 21Q (3006.420000 sec): 3 clusters
  Score: Raw -150541.134509 + Penalty 2362.172482 = -148178.962027
  nChanged 6
		SP:Iteration 22Q (3006.420000 sec): 3 clusters
  Score: Raw -150545.223565 + Penalty 2362.172482 = -148183.051083
  nChanged 4
		SP:Iteration 23Q (3006.420000 sec): 3 clusters
  Score: Raw -150551.876427 + Penalty 2362.172482 = -148189.703945
  nChanged 7
		SP:Iteration 24Q (3006.430000 sec): 3 clusters
  Score: Raw -150558.451698 + Penalty 2362.172482 = -148196.279216
  nChanged 4
		SP:Iteration 25Q (3006.430000 sec): 3 clusters
  Score: Raw -150560.884396 + Penalty 2362.172482 = -148198.711914
  nChanged 4
		SP:Iteration 26Q (3006.440000 sec): 3 clusters
  Score: Raw -150563.985256 + Penalty 2362.172482 = -148201.812774
  nChanged 4
		SP:Iteration 27Q (3006.440000 sec): 3 clusters
  Score: Raw -150567.555876 + Penalty 2362.172482 = -148205.383394
  nChanged 2
		SP:Iteration 28Q (3006.440000 sec): 3 clusters
  Score: Raw -150568.486149 + Penalty 2362.172482 = -148206.313668
  nChanged 1
		SP:Iteration 29Q (3006.440000 sec): 3 clusters
  Score: Raw -150568.883333 + Penalty 2362.172482 = -148206.710851
  nChanged 0
		SP:Iteration 30F (3006.450000 sec): 3 clusters
  Score: Raw -150568.883333 + Penalty 2362.172482 = -148206.710851
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (69774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3006.690000 sec): 2 clusters
  Score: Raw -8218060.371887 + Penalty 1812.365218 = -8216248.006669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3006.890000 sec): 3 clusters
  Score: Raw -8173327.664133 + Penalty 3624.730436 = -8169702.933697
  nChanged 33052
		SP:Iteration 1F (3007.070000 sec): 3 clusters
  Score: Raw -8192011.129341 + Penalty 3624.730436 = -8188386.398905
  nChanged 2113
		SP:Iteration 2Q (3007.270000 sec): 3 clusters
  Score: Raw -8192456.129533 + Penalty 3624.730436 = -8188831.399097
  nChanged 2174
		SP:Iteration 3Q (3007.490000 sec): 3 clusters
  Score: Raw -8192934.060092 + Penalty 3624.730436 = -8189309.329656
  nChanged 2285
		SP:Iteration 4Q (3007.690000 sec): 3 clusters
  Score: Raw -8193495.564870 + Penalty 3624.730436 = -8189870.834434
  nChanged 2478
		SP:Iteration 5Q (3007.870000 sec): 3 clusters
  Score: Raw -8194229.984447 + Penalty 3624.730436 = -8190605.254010
  nChanged 2923
		SP:Iteration 6Q (3008.080000 sec): 3 clusters
  Score: Raw -8195292.716040 + Penalty 3624.730436 = -8191667.985604
  nChanged 3424
		SP:Iteration 7Q (3008.310000 sec): 3 clusters
  Score: Raw -8196820.907658 + Penalty 3624.730436 = -8193196.177222
  nChanged 4127
		SP:Iteration 8F (3008.520000 sec): 3 clusters
  Score: Raw -8199072.491708 + Penalty 3624.730436 = -8195447.761272
  nChanged 4602
		SP:Iteration 9F (3008.740000 sec): 3 clusters
  Score: Raw -8202052.682024 + Penalty 3624.730436 = -8198427.951588
  nChanged 4984
		SP:Iteration 10F (3008.930000 sec): 3 clusters
  Score: Raw -8205843.797792 + Penalty 3624.730436 = -8202219.067356
  nChanged 4714
		SP:Iteration 11F (3009.110000 sec): 3 clusters
  Score: Raw -8209766.356342 + Penalty 3624.730436 = -8206141.625906
  nChanged 3930
		SP:Iteration 12F (3009.320000 sec): 3 clusters
  Score: Raw -8213266.447281 + Penalty 3624.730436 = -8209641.716845
  nChanged 2712
		SP:Iteration 13Q (3009.550000 sec): 3 clusters
  Score: Raw -8215748.325693 + Penalty 3624.730436 = -8212123.595257
  nChanged 1534
		SP:Iteration 14Q (3009.740000 sec): 3 clusters
  Score: Raw -8217135.090280 + Penalty 3624.730436 = -8213510.359844
  nChanged 686
		SP:Iteration 15Q (3009.910000 sec): 3 clusters
  Score: Raw -8217744.564069 + Penalty 3624.730436 = -8214119.833632
  nChanged 282
		SP:Iteration 16Q (3010.050000 sec): 3 clusters
  Score: Raw -8217999.892204 + Penalty 3624.730436 = -8214375.161767
  nChanged 100
		SP:Iteration 17Q (3010.180000 sec): 3 clusters
  Score: Raw -8218100.180268 + Penalty 3624.730436 = -8214475.449832
  nChanged 55
		SP:Iteration 18Q (3010.300000 sec): 3 clusters
  Score: Raw -8218159.866660 + Penalty 3624.730436 = -8214535.136224
  nChanged 29
		SP:Iteration 19Q (3010.420000 sec): 3 clusters
  Score: Raw -8218197.905504 + Penalty 3624.730436 = -8214573.175068
  nChanged 16
		SP:Iteration 20F (3010.600000 sec): 3 clusters
  Score: Raw -8218216.325307 + Penalty 3624.730436 = -8214591.594871
  nChanged 9
		SP:Iteration 21Q (3010.720000 sec): 3 clusters
  Score: Raw -8218229.115156 + Penalty 3624.730436 = -8214604.384720
  nChanged 11
		SP:Iteration 22Q (3010.840000 sec): 3 clusters
  Score: Raw -8218242.053089 + Penalty 3624.730436 = -8214617.322652
  nChanged 7
		SP:Iteration 23Q (3010.960000 sec): 3 clusters
  Score: Raw -8218253.960923 + Penalty 3624.730436 = -8214629.230487
  nChanged 4
		SP:Iteration 24Q (3011.080000 sec): 3 clusters
  Score: Raw -8218260.396073 + Penalty 3624.730436 = -8214635.665637
  nChanged 7
		SP:Iteration 25Q (3011.200000 sec): 3 clusters
  Score: Raw -8218267.928471 + Penalty 3624.730436 = -8214643.198035
  nChanged 8
		SP:Iteration 26Q (3011.320000 sec): 3 clusters
  Score: Raw -8218274.322093 + Penalty 3624.730436 = -8214649.591657
  nChanged 5
		SP:Iteration 27Q (3011.460000 sec): 3 clusters
  Score: Raw -8218279.907043 + Penalty 3624.730436 = -8214655.176607
  nChanged 3
		SP:Iteration 28Q (3011.580000 sec): 3 clusters
  Score: Raw -8218282.825551 + Penalty 3624.730436 = -8214658.095115
  nChanged 3
		SP:Iteration 29Q (3011.700000 sec): 3 clusters
  Score: Raw -8218284.516989 + Penalty 3624.730436 = -8214659.786553
  nChanged 0
		SP:Iteration 30F (3011.880000 sec): 3 clusters
  Score: Raw -8218284.516989 + Penalty 3624.730436 = -8214659.786553
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (50229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3012.020000 sec): 2 clusters
  Score: Raw -5978633.382081 + Penalty 1758.956522 = -5976874.425559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3012.140000 sec): 3 clusters
  Score: Raw -5946742.704217 + Penalty 3517.913044 = -5943224.791173
  nChanged 23625
		SP:Iteration 1F (3012.260000 sec): 3 clusters
  Score: Raw -5960220.825022 + Penalty 3517.913044 = -5956702.911978
  nChanged 1746
		SP:Iteration 2Q (3012.390000 sec): 3 clusters
  Score: Raw -5960636.779342 + Penalty 3517.913044 = -5957118.866297
  nChanged 1706
		SP:Iteration 3Q (3012.520000 sec): 3 clusters
  Score: Raw -5961076.670506 + Penalty 3517.913044 = -5957558.757461
  nChanged 1767
		SP:Iteration 4Q (3012.640000 sec): 3 clusters
  Score: Raw -5961589.961651 + Penalty 3517.913044 = -5958072.048607
  nChanged 1933
		SP:Iteration 5Q (3012.770000 sec): 3 clusters
  Score: Raw -5962232.729749 + Penalty 3517.913044 = -5958714.816704
  nChanged 2184
		SP:Iteration 6Q (3012.900000 sec): 3 clusters
  Score: Raw -5963071.350176 + Penalty 3517.913044 = -5959553.437132
  nChanged 2531
		SP:Iteration 7F (3013.030000 sec): 3 clusters
  Score: Raw -5964220.574188 + Penalty 3517.913044 = -5960702.661144
  nChanged 2865
		SP:Iteration 8F (3013.160000 sec): 3 clusters
  Score: Raw -5965670.483031 + Penalty 3517.913044 = -5962152.569987
  nChanged 2912
		SP:Iteration 9F (3013.290000 sec): 3 clusters
  Score: Raw -5967238.485946 + Penalty 3517.913044 = -5963720.572902
  nChanged 2771
		SP:Iteration 10F (3013.420000 sec): 3 clusters
  Score: Raw -5968765.759897 + Penalty 3517.913044 = -5965247.846853
  nChanged 2532
		SP:Iteration 11F (3013.550000 sec): 3 clusters
  Score: Raw -5970281.579231 + Penalty 3517.913044 = -5966763.666187
  nChanged 2270
		SP:Iteration 12Q (3013.680000 sec): 3 clusters
  Score: Raw -5971802.674772 + Penalty 3517.913044 = -5968284.761728
  nChanged 2043
		SP:Iteration 13Q (3013.810000 sec): 3 clusters
  Score: Raw -5973357.743509 + Penalty 3517.913044 = -5969839.830465
  nChanged 1856
		SP:Iteration 14Q (3013.940000 sec): 3 clusters
  Score: Raw -5974931.520387 + Penalty 3517.913044 = -5971413.607343
  nChanged 1484
		SP:Iteration 15Q (3014.080000 sec): 3 clusters
  Score: Raw -5976249.361346 + Penalty 3517.913044 = -5972731.448302
  nChanged 1029
		SP:Iteration 16Q (3014.200000 sec): 3 clusters
  Score: Raw -5977187.903122 + Penalty 3517.913044 = -5973669.990077
  nChanged 740
		SP:Iteration 17Q (3014.310000 sec): 3 clusters
  Score: Raw -5977842.896414 + Penalty 3517.913044 = -5974324.983369
  nChanged 482
		SP:Iteration 18Q (3014.410000 sec): 3 clusters
  Score: Raw -5978203.518488 + Penalty 3517.913044 = -5974685.605444
  nChanged 337
		SP:Iteration 19Q (3014.510000 sec): 3 clusters
  Score: Raw -5978444.967969 + Penalty 3517.913044 = -5974927.054925
  nChanged 227
		SP:Iteration 20F (3014.640000 sec): 3 clusters
  Score: Raw -5978581.858967 + Penalty 3517.913044 = -5975063.945923
  nChanged 160
		SP:Iteration 21Q (3014.740000 sec): 3 clusters
  Score: Raw -5978668.478681 + Penalty 3517.913044 = -5975150.565637
  nChanged 116
		SP:Iteration 22Q (3014.820000 sec): 3 clusters
  Score: Raw -5978725.770551 + Penalty 3517.913044 = -5975207.857507
  nChanged 77
		SP:Iteration 23Q (3014.920000 sec): 3 clusters
  Score: Raw -5978763.705252 + Penalty 3517.913044 = -5975245.792208
  nChanged 67
		SP:Iteration 24Q (3015.000000 sec): 3 clusters
  Score: Raw -5978789.386206 + Penalty 3517.913044 = -5975271.473162
  nChanged 52
		SP:Iteration 25Q (3015.090000 sec): 3 clusters
  Score: Raw -5978806.714998 + Penalty 3517.913044 = -5975288.801954
  nChanged 40
		SP:Iteration 26Q (3015.190000 sec): 3 clusters
  Score: Raw -5978820.157138 + Penalty 3517.913044 = -5975302.244094
  nChanged 30
		SP:Iteration 27Q (3015.280000 sec): 3 clusters
  Score: Raw -5978832.673685 + Penalty 3517.913044 = -5975314.760641
  nChanged 24
		SP:Iteration 28Q (3015.370000 sec): 3 clusters
  Score: Raw -5978843.945175 + Penalty 3517.913044 = -5975326.032131
  nChanged 33
		SP:Iteration 29Q (3015.460000 sec): 3 clusters
  Score: Raw -5978855.891045 + Penalty 3517.913044 = -5975337.978000
  nChanged 24
		SP:Iteration 30Q (3015.570000 sec): 3 clusters
  Score: Raw -5978864.714759 + Penalty 3517.913044 = -5975346.801714
  nChanged 16
		SP:Iteration 31Q (3015.660000 sec): 3 clusters
  Score: Raw -5978870.833458 + Penalty 3517.913044 = -5975352.920414
  nChanged 22
		SP:Iteration 32Q (3015.740000 sec): 3 clusters
  Score: Raw -5978878.929210 + Penalty 3517.913044 = -5975361.016166
  nChanged 25
		SP:Iteration 33Q (3015.830000 sec): 3 clusters
  Score: Raw -5978887.546334 + Penalty 3517.913044 = -5975369.633290
  nChanged 29
		SP:Iteration 34Q (3015.920000 sec): 3 clusters
  Score: Raw -5978898.313056 + Penalty 3517.913044 = -5975380.400012
  nChanged 11
		SP:Iteration 35Q (3016.010000 sec): 3 clusters
  Score: Raw -5978901.509867 + Penalty 3517.913044 = -5975383.596823
  nChanged 10
		SP:Iteration 36Q (3016.100000 sec): 3 clusters
  Score: Raw -5978905.326010 + Penalty 3517.913044 = -5975387.412966
  nChanged 11
		SP:Iteration 37Q (3016.180000 sec): 3 clusters
  Score: Raw -5978909.626172 + Penalty 3517.913044 = -5975391.713128
  nChanged 11
		SP:Iteration 38Q (3016.270000 sec): 3 clusters
  Score: Raw -5978913.839315 + Penalty 3517.913044 = -5975395.926271
  nChanged 7
		SP:Iteration 39Q (3016.360000 sec): 3 clusters
  Score: Raw -5978916.260594 + Penalty 3517.913044 = -5975398.347550
  nChanged 8
		SP:Iteration 40F (3016.480000 sec): 3 clusters
  Score: Raw -5978919.173271 + Penalty 3517.913044 = -5975401.260227
  nChanged 10
		SP:Iteration 41Q (3016.560000 sec): 3 clusters
  Score: Raw -5978922.572351 + Penalty 3517.913044 = -5975404.659306
  nChanged 10
		SP:Iteration 42Q (3016.650000 sec): 3 clusters
  Score: Raw -5978925.634144 + Penalty 3517.913044 = -5975407.721099
  nChanged 7
		SP:Iteration 43Q (3016.740000 sec): 3 clusters
  Score: Raw -5978928.294012 + Penalty 3517.913044 = -5975410.380968
  nChanged 3
		SP:Iteration 44Q (3016.820000 sec): 3 clusters
  Score: Raw -5978929.335557 + Penalty 3517.913044 = -5975411.422513
  nChanged 4
		SP:Iteration 45Q (3016.910000 sec): 3 clusters
  Score: Raw -5978930.708061 + Penalty 3517.913044 = -5975412.795017
  nChanged 6
		SP:Iteration 46Q (3016.990000 sec): 3 clusters
  Score: Raw -5978932.653338 + Penalty 3517.913044 = -5975414.740294
  nChanged 5
		SP:Iteration 47Q (3017.080000 sec): 3 clusters
  Score: Raw -5978934.031436 + Penalty 3517.913044 = -5975416.118392
  nChanged 4
		SP:Iteration 48Q (3017.170000 sec): 3 clusters
  Score: Raw -5978935.391107 + Penalty 3517.913044 = -5975417.478063
  nChanged 4
		SP:Iteration 49Q (3017.250000 sec): 3 clusters
  Score: Raw -5978936.846801 + Penalty 3517.913044 = -5975418.933757
  nChanged 3
		SP:Iteration 50Q (3017.340000 sec): 3 clusters
  Score: Raw -5978937.866969 + Penalty 3517.913044 = -5975419.953925
  nChanged 4
		SP:Iteration 51Q (3017.430000 sec): 3 clusters
  Score: Raw -5978939.309150 + Penalty 3517.913044 = -5975421.396106
  nChanged 2
		SP:Iteration 52Q (3017.510000 sec): 3 clusters
  Score: Raw -5978940.062302 + Penalty 3517.913044 = -5975422.149258
  nChanged 4
		SP:Iteration 53Q (3017.600000 sec): 3 clusters
  Score: Raw -5978941.332519 + Penalty 3517.913044 = -5975423.419475
  nChanged 3
		SP:Iteration 54Q (3017.680000 sec): 3 clusters
  Score: Raw -5978942.866400 + Penalty 3517.913044 = -5975424.953356
  nChanged 8
		SP:Iteration 55Q (3017.760000 sec): 3 clusters
  Score: Raw -5978945.916243 + Penalty 3517.913044 = -5975428.003199
  nChanged 8
		SP:Iteration 56Q (3017.850000 sec): 3 clusters
  Score: Raw -5978950.012037 + Penalty 3517.913044 = -5975432.098993
  nChanged 8
		SP:Iteration 57Q (3017.940000 sec): 3 clusters
  Score: Raw -5978954.605865 + Penalty 3517.913044 = -5975436.692821
  nChanged 4
		SP:Iteration 58Q (3018.020000 sec): 3 clusters
  Score: Raw -5978955.916393 + Penalty 3517.913044 = -5975438.003349
  nChanged 4
		SP:Iteration 59Q (3018.110000 sec): 3 clusters
  Score: Raw -5978957.381962 + Penalty 3517.913044 = -5975439.468918
  nChanged 3
		SP:Iteration 60F (3018.230000 sec): 3 clusters
  Score: Raw -5978958.304676 + Penalty 3517.913044 = -5975440.391632
  nChanged 3
		SP:Iteration 61Q (3018.310000 sec): 3 clusters
  Score: Raw -5978959.813517 + Penalty 3517.913044 = -5975441.900473
  nChanged 5
		SP:Iteration 62Q (3018.400000 sec): 3 clusters
  Score: Raw -5978961.770883 + Penalty 3517.913044 = -5975443.857839
  nChanged 5
		SP:Iteration 63Q (3018.480000 sec): 3 clusters
  Score: Raw -5978963.852535 + Penalty 3517.913044 = -5975445.939491
  nChanged 4
		SP:Iteration 64Q (3018.560000 sec): 3 clusters
  Score: Raw -5978965.509608 + Penalty 3517.913044 = -5975447.596564
  nChanged 4
		SP:Iteration 65Q (3018.650000 sec): 3 clusters
  Score: Raw -5978966.837512 + Penalty 3517.913044 = -5975448.924468
  nChanged 1
		SP:Iteration 66Q (3018.740000 sec): 3 clusters
  Score: Raw -5978967.286999 + Penalty 3517.913044 = -5975449.373954
  nChanged 0
		SP:Iteration 67F (3018.860000 sec): 3 clusters
  Score: Raw -5978967.286999 + Penalty 3517.913044 = -5975449.373954
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (15157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.920000 sec): 2 clusters
  Score: Raw -1652715.424560 + Penalty 1564.260384 = -1651151.164175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.960000 sec): 3 clusters
  Score: Raw -1643810.818910 + Penalty 3128.520769 = -1640682.298141
  nChanged 6688
		SP:Iteration 1F (3018.990000 sec): 3 clusters
  Score: Raw -1647571.619438 + Penalty 3128.520769 = -1644443.098669
  nChanged 971
		SP:Iteration 2F (3019.030000 sec): 3 clusters
  Score: Raw -1648085.407288 + Penalty 3128.520769 = -1644956.886519
  nChanged 932
		SP:Iteration 3F (3019.060000 sec): 3 clusters
  Score: Raw -1648613.118256 + Penalty 3128.520769 = -1645484.597488
  nChanged 914
		SP:Iteration 4F (3019.100000 sec): 3 clusters
  Score: Raw -1649141.407103 + Penalty 3128.520769 = -1646012.886334
  nChanged 850
		SP:Iteration 5F (3019.140000 sec): 3 clusters
  Score: Raw -1649654.299178 + Penalty 3128.520769 = -1646525.778409
  nChanged 773
		SP:Iteration 6F (3019.170000 sec): 3 clusters
  Score: Raw -1650140.308381 + Penalty 3128.520769 = -1647011.787612
  nChanged 752
		SP:Iteration 7Q (3019.210000 sec): 3 clusters
  Score: Raw -1650627.440447 + Penalty 3128.520769 = -1647498.919678
  nChanged 693
		SP:Iteration 8Q (3019.240000 sec): 3 clusters
  Score: Raw -1651112.091513 + Penalty 3128.520769 = -1647983.570744
  nChanged 677
		SP:Iteration 9Q (3019.280000 sec): 3 clusters
  Score: Raw -1651608.370091 + Penalty 3128.520769 = -1648479.849322
  nChanged 537
		SP:Iteration 10Q (3019.310000 sec): 3 clusters
  Score: Raw -1652007.601229 + Penalty 3128.520769 = -1648879.080460
  nChanged 446
		SP:Iteration 11Q (3019.350000 sec): 3 clusters
  Score: Raw -1652363.415923 + Penalty 3128.520769 = -1649234.895154
  nChanged 326
		SP:Iteration 12Q (3019.380000 sec): 3 clusters
  Score: Raw -1652591.465186 + Penalty 3128.520769 = -1649462.944418
  nChanged 213
		SP:Iteration 13Q (3019.410000 sec): 3 clusters
  Score: Raw -1652714.234150 + Penalty 3128.520769 = -1649585.713381
  nChanged 157
		SP:Iteration 14Q (3019.440000 sec): 3 clusters
  Score: Raw -1652805.437413 + Penalty 3128.520769 = -1649676.916644
  nChanged 110
		SP:Iteration 15Q (3019.470000 sec): 3 clusters
  Score: Raw -1652864.518194 + Penalty 3128.520769 = -1649735.997425
  nChanged 85
		SP:Iteration 16Q (3019.500000 sec): 3 clusters
  Score: Raw -1652910.336549 + Penalty 3128.520769 = -1649781.815781
  nChanged 71
		SP:Iteration 17Q (3019.530000 sec): 3 clusters
  Score: Raw -1652945.539602 + Penalty 3128.520769 = -1649817.018833
  nChanged 62
		SP:Iteration 18Q (3019.560000 sec): 3 clusters
  Score: Raw -1652989.716147 + Penalty 3128.520769 = -1649861.195378
  nChanged 61
		SP:Iteration 19Q (3019.590000 sec): 3 clusters
  Score: Raw -1653027.216854 + Penalty 3128.520769 = -1649898.696085
  nChanged 51
		SP:Iteration 20F (3019.620000 sec): 3 clusters
  Score: Raw -1653059.113934 + Penalty 3128.520769 = -1649930.593165
  nChanged 40
		SP:Iteration 21Q (3019.650000 sec): 3 clusters
  Score: Raw -1653082.859484 + Penalty 3128.520769 = -1649954.338715
  nChanged 26
		SP:Iteration 22Q (3019.680000 sec): 3 clusters
  Score: Raw -1653097.890140 + Penalty 3128.520769 = -1649969.369371
  nChanged 18
		SP:Iteration 23Q (3019.710000 sec): 3 clusters
  Score: Raw -1653112.484505 + Penalty 3128.520769 = -1649983.963736
  nChanged 26
		SP:Iteration 24Q (3019.730000 sec): 3 clusters
  Score: Raw -1653130.484860 + Penalty 3128.520769 = -1650001.964091
  nChanged 23
		SP:Iteration 25Q (3019.760000 sec): 3 clusters
  Score: Raw -1653144.360667 + Penalty 3128.520769 = -1650015.839898
  nChanged 15
		SP:Iteration 26Q (3019.790000 sec): 3 clusters
  Score: Raw -1653152.777423 + Penalty 3128.520769 = -1650024.256654
  nChanged 11
		SP:Iteration 27Q (3019.810000 sec): 3 clusters
  Score: Raw -1653157.473039 + Penalty 3128.520769 = -1650028.952270
  nChanged 8
		SP:Iteration 28Q (3019.840000 sec): 3 clusters
  Score: Raw -1653160.871924 + Penalty 3128.520769 = -1650032.351155
  nChanged 3
		SP:Iteration 29Q (3019.870000 sec): 3 clusters
  Score: Raw -1653162.953927 + Penalty 3128.520769 = -1650034.433159
  nChanged 2
		SP:Iteration 30Q (3019.900000 sec): 3 clusters
  Score: Raw -1653163.593927 + Penalty 3128.520769 = -1650035.073158
  nChanged 4
		SP:Iteration 31Q (3019.920000 sec): 3 clusters
  Score: Raw -1653165.194678 + Penalty 3128.520769 = -1650036.673909
  nChanged 2
		SP:Iteration 32Q (3019.950000 sec): 3 clusters
  Score: Raw -1653165.683683 + Penalty 3128.520769 = -1650037.162914
  nChanged 0
		SP:Iteration 33F (3019.980000 sec): 3 clusters
  Score: Raw -1653165.683683 + Penalty 3128.520769 = -1650037.162914
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.000000 sec): 2 clusters
  Score: Raw -46730.662844 + Penalty 996.324305 = -45734.338539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.000000 sec): 3 clusters
  Score: Raw -46706.679815 + Penalty 1992.648609 = -44714.031206
  nChanged 104
		SP:Iteration 1F (3020.000000 sec): 3 clusters
  Score: Raw -46927.326418 + Penalty 1992.648609 = -44934.677809
  nChanged 31
		SP:Iteration 2F (3020.000000 sec): 3 clusters
  Score: Raw -47013.482331 + Penalty 1992.648609 = -45020.833722
  nChanged 16
		SP:Iteration 3Q (3020.000000 sec): 3 clusters
  Score: Raw -47045.125105 + Penalty 1992.648609 = -45052.476496
  nChanged 5
		SP:Iteration 4Q (3020.000000 sec): 3 clusters
  Score: Raw -47057.695316 + Penalty 1992.648609 = -45065.046707
  nChanged 4
		SP:Iteration 5Q (3020.000000 sec): 3 clusters
  Score: Raw -47065.176713 + Penalty 1992.648609 = -45072.528104
  nChanged 2
		SP:Iteration 6Q (3020.000000 sec): 3 clusters
  Score: Raw -47067.919773 + Penalty 1992.648609 = -45075.271164
  nChanged 1
		SP:Iteration 7Q (3020.000000 sec): 3 clusters
  Score: Raw -47069.183831 + Penalty 1992.648609 = -45076.535222
  nChanged 1
		SP:Iteration 8Q (3020.000000 sec): 3 clusters
  Score: Raw -47071.972660 + Penalty 1992.648609 = -45079.324050
  nChanged 1
		SP:Iteration 9Q (3020.000000 sec): 3 clusters
  Score: Raw -47073.207817 + Penalty 1992.648609 = -45080.559207
  nChanged 0
		SP:Iteration 10F (3020.010000 sec): 3 clusters
  Score: Raw -47073.207817 + Penalty 1992.648609 = -45080.559207
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 6 (1400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 2 clusters
  Score: Raw -160231.315850 + Penalty 1177.186971 = -159054.128879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.020000 sec): 3 clusters
  Score: Raw -159707.368088 + Penalty 2354.373943 = -157352.994146
  nChanged 451
		SP:Iteration 1F (3020.020000 sec): 3 clusters
  Score: Raw -160068.158732 + Penalty 2354.373943 = -157713.784790
  nChanged 98
		SP:Iteration 2F (3020.020000 sec): 3 clusters
  Score: Raw -160147.528066 + Penalty 2354.373943 = -157793.154123
  nChanged 55
		SP:Iteration 3Q (3020.030000 sec): 3 clusters
  Score: Raw -160192.787383 + Penalty 2354.373943 = -157838.413440
  nChanged 34
		SP:Iteration 4Q (3020.030000 sec): 3 clusters
  Score: Raw -160220.409658 + Penalty 2354.373943 = -157866.035716
  nChanged 26
		SP:Iteration 5Q (3020.040000 sec): 3 clusters
  Score: Raw -160248.374270 + Penalty 2354.373943 = -157894.000327
  nChanged 37
		SP:Iteration 6Q (3020.040000 sec): 3 clusters
  Score: Raw -160286.601788 + Penalty 2354.373943 = -157932.227846
  nChanged 25
		SP:Iteration 7Q (3020.040000 sec): 3 clusters
  Score: Raw -160311.039087 + Penalty 2354.373943 = -157956.665144
  nChanged 31
		SP:Iteration 8Q (3020.040000 sec): 3 clusters
  Score: Raw -160341.350688 + Penalty 2354.373943 = -157986.976745
  nChanged 26
		SP:Iteration 9Q (3020.050000 sec): 3 clusters
  Score: Raw -160367.838229 + Penalty 2354.373943 = -158013.464287
  nChanged 22
		SP:Iteration 10Q (3020.050000 sec): 3 clusters
  Score: Raw -160382.119577 + Penalty 2354.373943 = -158027.745635
  nChanged 17
		SP:Iteration 11Q (3020.060000 sec): 3 clusters
  Score: Raw -160395.102560 + Penalty 2354.373943 = -158040.728617
  nChanged 16
		SP:Iteration 12Q (3020.060000 sec): 3 clusters
  Score: Raw -160408.187128 + Penalty 2354.373943 = -158053.813185
  nChanged 18
		SP:Iteration 13Q (3020.060000 sec): 3 clusters
  Score: Raw -160423.807562 + Penalty 2354.373943 = -158069.433619
  nChanged 16
		SP:Iteration 14Q (3020.060000 sec): 3 clusters
  Score: Raw -160437.994426 + Penalty 2354.373943 = -158083.620483
  nChanged 5
		SP:Iteration 15Q (3020.070000 sec): 3 clusters
  Score: Raw -160441.466268 + Penalty 2354.373943 = -158087.092326
  nChanged 5
		SP:Iteration 16Q (3020.070000 sec): 3 clusters
  Score: Raw -160446.586423 + Penalty 2354.373943 = -158092.212481
  nChanged 4
		SP:Iteration 17Q (3020.070000 sec): 3 clusters
  Score: Raw -160449.550362 + Penalty 2354.373943 = -158095.176419
  nChanged 4
		SP:Iteration 18Q (3020.080000 sec): 3 clusters
  Score: Raw -160454.709864 + Penalty 2354.373943 = -158100.335921
  nChanged 5
		SP:Iteration 19Q (3020.080000 sec): 3 clusters
  Score: Raw -160457.489023 + Penalty 2354.373943 = -158103.115080
  nChanged 4
		SP:Iteration 20F (3020.080000 sec): 3 clusters
  Score: Raw -160463.967345 + Penalty 2354.373943 = -158109.593403
  nChanged 4
		SP:Iteration 21Q (3020.090000 sec): 3 clusters
  Score: Raw -160466.036724 + Penalty 2354.373943 = -158111.662782
  nChanged 3
		SP:Iteration 22Q (3020.090000 sec): 3 clusters
  Score: Raw -160467.810174 + Penalty 2354.373943 = -158113.436232
  nChanged 2
		SP:Iteration 23Q (3020.090000 sec): 3 clusters
  Score: Raw -160469.296596 + Penalty 2354.373943 = -158114.922654
  nChanged 0
		SP:Iteration 24F (3020.100000 sec): 3 clusters
  Score: Raw -160469.296596 + Penalty 2354.373943 = -158114.922654
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (19436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3020.160000 sec): 2 clusters
  Score: Raw -2312905.090800 + Penalty 1604.668373 = -2311300.422427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3020.210000 sec): 3 clusters
  Score: Raw -2301218.134463 + Penalty 3209.336746 = -2298008.797717
  nChanged 8773
		SP:Iteration 1F (3020.260000 sec): 3 clusters
  Score: Raw -2306032.979454 + Penalty 3209.336746 = -2302823.642708
  nChanged 957
		SP:Iteration 2Q (3020.300000 sec): 3 clusters
  Score: Raw -2306337.317562 + Penalty 3209.336746 = -2303127.980816
  nChanged 816
		SP:Iteration 3Q (3020.350000 sec): 3 clusters
  Score: Raw -2306607.265001 + Penalty 3209.336746 = -2303397.928255
  nChanged 780
		SP:Iteration 4Q (3020.400000 sec): 3 clusters
  Score: Raw -2306877.985684 + Penalty 3209.336746 = -2303668.648938
  nChanged 742
		SP:Iteration 5Q (3020.450000 sec): 3 clusters
  Score: Raw -2307136.042311 + Penalty 3209.336746 = -2303926.705565
  nChanged 711
		SP:Iteration 6Q (3020.500000 sec): 3 clusters
  Score: Raw -2307397.817957 + Penalty 3209.336746 = -2304188.481211
  nChanged 716
		SP:Iteration 7Q (3020.550000 sec): 3 clusters
  Score: Raw -2307666.974083 + Penalty 3209.336746 = -2304457.637337
  nChanged 783
		SP:Iteration 8Q (3020.600000 sec): 3 clusters
  Score: Raw -2308013.744208 + Penalty 3209.336746 = -2304804.407462
  nChanged 866
		SP:Iteration 9Q (3020.650000 sec): 3 clusters
  Score: Raw -2308507.682788 + Penalty 3209.336746 = -2305298.346042
  nChanged 1018
		SP:Iteration 10F (3020.700000 sec): 3 clusters
  Score: Raw -2309231.401501 + Penalty 3209.336746 = -2306022.064755
  nChanged 1127
		SP:Iteration 11F (3020.750000 sec): 3 clusters
  Score: Raw -2310176.474198 + Penalty 3209.336746 = -2306967.137452
  nChanged 1089
		SP:Iteration 12F (3020.800000 sec): 3 clusters
  Score: Raw -2311165.788608 + Penalty 3209.336746 = -2307956.451862
  nChanged 925
		SP:Iteration 13Q (3020.850000 sec): 3 clusters
  Score: Raw -2312035.098762 + Penalty 3209.336746 = -2308825.762015
  nChanged 679
		SP:Iteration 14Q (3020.900000 sec): 3 clusters
  Score: Raw -2312596.957808 + Penalty 3209.336746 = -2309387.621062
  nChanged 455
		SP:Iteration 15Q (3020.940000 sec): 3 clusters
  Score: Raw -2312911.997859 + Penalty 3209.336746 = -2309702.661113
  nChanged 299
		SP:Iteration 16Q (3020.980000 sec): 3 clusters
  Score: Raw -2313083.842811 + Penalty 3209.336746 = -2309874.506065
  nChanged 216
		SP:Iteration 17Q (3021.030000 sec): 3 clusters
  Score: Raw -2313183.094294 + Penalty 3209.336746 = -2309973.757548
  nChanged 164
		SP:Iteration 18Q (3021.070000 sec): 3 clusters
  Score: Raw -2313240.153464 + Penalty 3209.336746 = -2310030.816718
  nChanged 115
		SP:Iteration 19Q (3021.110000 sec): 3 clusters
  Score: Raw -2313276.993119 + Penalty 3209.336746 = -2310067.656373
  nChanged 99
		SP:Iteration 20F (3021.160000 sec): 3 clusters
  Score: Raw -2313301.517129 + Penalty 3209.336746 = -2310092.180383
  nChanged 58
		SP:Iteration 21Q (3021.200000 sec): 3 clusters
  Score: Raw -2313311.839639 + Penalty 3209.336746 = -2310102.502893
  nChanged 46
		SP:Iteration 22Q (3021.240000 sec): 3 clusters
  Score: Raw -2313319.749780 + Penalty 3209.336746 = -2310110.413034
  nChanged 40
		SP:Iteration 23Q (3021.280000 sec): 3 clusters
  Score: Raw -2313325.613327 + Penalty 3209.336746 = -2310116.276581
  nChanged 26
		SP:Iteration 24Q (3021.320000 sec): 3 clusters
  Score: Raw -2313328.375336 + Penalty 3209.336746 = -2310119.038590
  nChanged 17
		SP:Iteration 25Q (3021.360000 sec): 3 clusters
  Score: Raw -2313330.244781 + Penalty 3209.336746 = -2310120.908035
  nChanged 12
		SP:Iteration 26Q (3021.400000 sec): 3 clusters
  Score: Raw -2313331.693253 + Penalty 3209.336746 = -2310122.356507
  nChanged 9
		SP:Iteration 27Q (3021.440000 sec): 3 clusters
  Score: Raw -2313333.096083 + Penalty 3209.336746 = -2310123.759337
  nChanged 11
		SP:Iteration 28Q (3021.480000 sec): 3 clusters
  Score: Raw -2313334.273922 + Penalty 3209.336746 = -2310124.937176
  nChanged 13
		SP:Iteration 29Q (3021.520000 sec): 3 clusters
  Score: Raw -2313335.615525 + Penalty 3209.336746 = -2310126.278779
  nChanged 8
		SP:Iteration 30Q (3021.560000 sec): 3 clusters
  Score: Raw -2313336.756324 + Penalty 3209.336746 = -2310127.419578
  nChanged 6
		SP:Iteration 31Q (3021.600000 sec): 3 clusters
  Score: Raw -2313337.492634 + Penalty 3209.336746 = -2310128.155888
  nChanged 6
		SP:Iteration 32Q (3021.640000 sec): 3 clusters
  Score: Raw -2313338.196867 + Penalty 3209.336746 = -2310128.860121
  nChanged 4
		SP:Iteration 33Q (3021.680000 sec): 3 clusters
  Score: Raw -2313338.479964 + Penalty 3209.336746 = -2310129.143218
  nChanged 0
		SP:Iteration 34F (3021.730000 sec): 3 clusters
  Score: Raw -2313338.479964 + Penalty 3209.336746 = -2310129.143218
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (1177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3021.740000 sec): 2 clusters
  Score: Raw -113596.452959 + Penalty 1148.992667 = -112447.460292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3021.750000 sec): 3 clusters
  Score: Raw -113259.471632 + Penalty 2297.985335 = -110961.486297
  nChanged 361
		SP:Iteration 1F (3021.750000 sec): 3 clusters
  Score: Raw -113659.717832 + Penalty 2297.985335 = -111361.732497
  nChanged 107
		SP:Iteration 2F (3021.750000 sec): 3 clusters
  Score: Raw -113788.060379 + Penalty 2297.985335 = -111490.075044
  nChanged 68
		SP:Iteration 3F (3021.760000 sec): 3 clusters
  Score: Raw -113867.665242 + Penalty 2297.985335 = -111569.679907
  nChanged 47
		SP:Iteration 4Q (3021.760000 sec): 3 clusters
  Score: Raw -113948.958415 + Penalty 2297.985335 = -111650.973080
  nChanged 41
		SP:Iteration 5Q (3021.760000 sec): 3 clusters
  Score: Raw -114014.210426 + Penalty 2297.985335 = -111716.225091
  nChanged 40
		SP:Iteration 6Q (3021.760000 sec): 3 clusters
  Score: Raw -114064.667453 + Penalty 2297.985335 = -111766.682118
  nChanged 29
		SP:Iteration 7Q (3021.770000 sec): 3 clusters
  Score: Raw -114103.740672 + Penalty 2297.985335 = -111805.755337
  nChanged 24
		SP:Iteration 8Q (3021.770000 sec): 3 clusters
  Score: Raw -114127.152041 + Penalty 2297.985335 = -111829.166706
  nChanged 13
		SP:Iteration 9Q (3021.770000 sec): 3 clusters
  Score: Raw -114138.387211 + Penalty 2297.985335 = -111840.401876
  nChanged 9
		SP:Iteration 10Q (3021.780000 sec): 3 clusters
  Score: Raw -114147.760949 + Penalty 2297.985335 = -111849.775614
  nChanged 10
		SP:Iteration 11Q (3021.780000 sec): 3 clusters
  Score: Raw -114159.283938 + Penalty 2297.985335 = -111861.298603
  nChanged 9
		SP:Iteration 12Q (3021.780000 sec): 3 clusters
  Score: Raw -114172.112287 + Penalty 2297.985335 = -111874.126953
  nChanged 5
		SP:Iteration 13Q (3021.780000 sec): 3 clusters
  Score: Raw -114176.133827 + Penalty 2297.985335 = -111878.148492
  nChanged 3
		SP:Iteration 14Q (3021.780000 sec): 3 clusters
  Score: Raw -114178.949387 + Penalty 2297.985335 = -111880.964052
  nChanged 0
		SP:Iteration 15F (3021.790000 sec): 3 clusters
  Score: Raw -114179.137054 + Penalty 2297.985335 = -111881.151719
  nChanged 1
		SP:Iteration 16Q (3021.790000 sec): 3 clusters
  Score: Raw -114181.022877 + Penalty 2297.985335 = -111883.037542
  nChanged 0
		SP:Iteration 17F (3021.790000 sec): 3 clusters
  Score: Raw -114181.022877 + Penalty 2297.985335 = -111883.037542
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 9 (34988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3021.900000 sec): 2 clusters
  Score: Raw -4018561.432756 + Penalty 1700.198569 = -4016861.234187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3021.990000 sec): 3 clusters
  Score: Raw -3996791.943493 + Penalty 3400.397138 = -3993391.546355
  nChanged 16197
		SP:Iteration 1F (3022.080000 sec): 3 clusters
  Score: Raw -4005795.387111 + Penalty 3400.397138 = -4002394.989973
  nChanged 1578
		SP:Iteration 2Q (3022.170000 sec): 3 clusters
  Score: Raw -4006340.443675 + Penalty 3400.397138 = -4002940.046537
  nChanged 1577
		SP:Iteration 3Q (3022.260000 sec): 3 clusters
  Score: Raw -4007001.403956 + Penalty 3400.397138 = -4003601.006818
  nChanged 1701
		SP:Iteration 4Q (3022.360000 sec): 3 clusters
  Score: Raw -4007873.782019 + Penalty 3400.397138 = -4004473.384881
  nChanged 1972
		SP:Iteration 5F (3022.450000 sec): 3 clusters
  Score: Raw -4009180.915497 + Penalty 3400.397138 = -4005780.518359
  nChanged 2186
		SP:Iteration 6F (3022.540000 sec): 3 clusters
  Score: Raw -4010906.681336 + Penalty 3400.397138 = -4007506.284198
  nChanged 2318
		SP:Iteration 7F (3022.630000 sec): 3 clusters
  Score: Raw -4012975.170871 + Penalty 3400.397138 = -4009574.773733
  nChanged 2009
		SP:Iteration 8F (3022.720000 sec): 3 clusters
  Score: Raw -4015050.904625 + Penalty 3400.397138 = -4011650.507487
  nChanged 1517
		SP:Iteration 9Q (3022.810000 sec): 3 clusters
  Score: Raw -4016518.068270 + Penalty 3400.397138 = -4013117.671132
  nChanged 1076
		SP:Iteration 10Q (3022.890000 sec): 3 clusters
  Score: Raw -4017368.942594 + Penalty 3400.397138 = -4013968.545456
  nChanged 759
		SP:Iteration 11Q (3022.970000 sec): 3 clusters
  Score: Raw -4017887.672786 + Penalty 3400.397138 = -4014487.275648
  nChanged 564
		SP:Iteration 12Q (3023.040000 sec): 3 clusters
  Score: Raw -4018190.964070 + Penalty 3400.397138 = -4014790.566932
  nChanged 403
		SP:Iteration 13Q (3023.120000 sec): 3 clusters
  Score: Raw -4018370.968134 + Penalty 3400.397138 = -4014970.570996
  nChanged 317
		SP:Iteration 14Q (3023.190000 sec): 3 clusters
  Score: Raw -4018503.605463 + Penalty 3400.397138 = -4015103.208325
  nChanged 240
		SP:Iteration 15Q (3023.260000 sec): 3 clusters
  Score: Raw -4018585.370231 + Penalty 3400.397138 = -4015184.973093
  nChanged 174
		SP:Iteration 16Q (3023.330000 sec): 3 clusters
  Score: Raw -4018635.724627 + Penalty 3400.397138 = -4015235.327489
  nChanged 132
		SP:Iteration 17Q (3023.410000 sec): 3 clusters
  Score: Raw -4018674.820730 + Penalty 3400.397138 = -4015274.423592
  nChanged 121
		SP:Iteration 18Q (3023.470000 sec): 3 clusters
  Score: Raw -4018708.434618 + Penalty 3400.397138 = -4015308.037480
  nChanged 118
		SP:Iteration 19Q (3023.550000 sec): 3 clusters
  Score: Raw -4018740.994831 + Penalty 3400.397138 = -4015340.597693
  nChanged 99
		SP:Iteration 20F (3023.630000 sec): 3 clusters
  Score: Raw -4018766.701088 + Penalty 3400.397138 = -4015366.303950
  nChanged 76
		SP:Iteration 21Q (3023.710000 sec): 3 clusters
  Score: Raw -4018785.345965 + Penalty 3400.397138 = -4015384.948827
  nChanged 73
		SP:Iteration 22Q (3023.770000 sec): 3 clusters
  Score: Raw -4018801.011488 + Penalty 3400.397138 = -4015400.614350
  nChanged 61
		SP:Iteration 23Q (3023.840000 sec): 3 clusters
  Score: Raw -4018812.959671 + Penalty 3400.397138 = -4015412.562533
  nChanged 47
		SP:Iteration 24Q (3023.910000 sec): 3 clusters
  Score: Raw -4018822.154934 + Penalty 3400.397138 = -4015421.757796
  nChanged 33
		SP:Iteration 25Q (3023.980000 sec): 3 clusters
  Score: Raw -4018829.279561 + Penalty 3400.397138 = -4015428.882423
  nChanged 32
		SP:Iteration 26Q (3024.050000 sec): 3 clusters
  Score: Raw -4018838.077669 + Penalty 3400.397138 = -4015437.680531
  nChanged 33
		SP:Iteration 27Q (3024.120000 sec): 3 clusters
  Score: Raw -4018845.576414 + Penalty 3400.397138 = -4015445.179276
  nChanged 28
		SP:Iteration 28Q (3024.190000 sec): 3 clusters
  Score: Raw -4018850.324875 + Penalty 3400.397138 = -4015449.927737
  nChanged 19
		SP:Iteration 29Q (3024.250000 sec): 3 clusters
  Score: Raw -4018854.026186 + Penalty 3400.397138 = -4015453.629048
  nChanged 17
		SP:Iteration 30Q (3024.320000 sec): 3 clusters
  Score: Raw -4018857.973962 + Penalty 3400.397138 = -4015457.576824
  nChanged 19
		SP:Iteration 31Q (3024.390000 sec): 3 clusters
  Score: Raw -4018860.987978 + Penalty 3400.397138 = -4015460.590840
  nChanged 19
		SP:Iteration 32Q (3024.460000 sec): 3 clusters
  Score: Raw -4018864.219305 + Penalty 3400.397138 = -4015463.822167
  nChanged 23
		SP:Iteration 33Q (3024.530000 sec): 3 clusters
  Score: Raw -4018868.092368 + Penalty 3400.397138 = -4015467.695230
  nChanged 12
		SP:Iteration 34Q (3024.590000 sec): 3 clusters
  Score: Raw -4018870.038184 + Penalty 3400.397138 = -4015469.641046
  nChanged 17
		SP:Iteration 35Q (3024.660000 sec): 3 clusters
  Score: Raw -4018872.806768 + Penalty 3400.397138 = -4015472.409630
  nChanged 12
		SP:Iteration 36Q (3024.730000 sec): 3 clusters
  Score: Raw -4018874.708538 + Penalty 3400.397138 = -4015474.311400
  nChanged 14
		SP:Iteration 37Q (3024.800000 sec): 3 clusters
  Score: Raw -4018876.655148 + Penalty 3400.397138 = -4015476.258010
  nChanged 9
		SP:Iteration 38Q (3024.870000 sec): 3 clusters
  Score: Raw -4018877.891169 + Penalty 3400.397138 = -4015477.494031
  nChanged 4
		SP:Iteration 39Q (3024.930000 sec): 3 clusters
  Score: Raw -4018878.460703 + Penalty 3400.397138 = -4015478.063565
  nChanged 6
		SP:Iteration 40F (3025.020000 sec): 3 clusters
  Score: Raw -4018879.196615 + Penalty 3400.397138 = -4015478.799477
  nChanged 7
		SP:Iteration 41Q (3025.090000 sec): 3 clusters
  Score: Raw -4018880.248362 + Penalty 3400.397138 = -4015479.851224
  nChanged 7
		SP:Iteration 42Q (3025.160000 sec): 3 clusters
  Score: Raw -4018881.184064 + Penalty 3400.397138 = -4015480.786926
  nChanged 3
		SP:Iteration 43Q (3025.230000 sec): 3 clusters
  Score: Raw -4018881.402737 + Penalty 3400.397138 = -4015481.005599
  nChanged 3
		SP:Iteration 44Q (3025.290000 sec): 3 clusters
  Score: Raw -4018881.839832 + Penalty 3400.397138 = -4015481.442694
  nChanged 2
		SP:Iteration 45Q (3025.360000 sec): 3 clusters
  Score: Raw -4018882.060106 + Penalty 3400.397138 = -4015481.662968
  nChanged 0
		SP:Iteration 46F (3025.450000 sec): 3 clusters
  Score: Raw -4018882.060106 + Penalty 3400.397138 = -4015481.662968
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (57013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3025.610000 sec): 2 clusters
  Score: Raw -6744528.165692 + Penalty 1779.543121 = -6742748.622571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3025.770000 sec): 3 clusters
  Score: Raw -6708377.463525 + Penalty 3559.086242 = -6704818.377283
  nChanged 26719
		SP:Iteration 1F (3025.910000 sec): 3 clusters
  Score: Raw -6723741.962598 + Penalty 3559.086242 = -6720182.876356
  nChanged 2414
		SP:Iteration 2Q (3026.070000 sec): 3 clusters
  Score: Raw -6724534.385178 + Penalty 3559.086242 = -6720975.298936
  nChanged 2622
		SP:Iteration 3Q (3026.220000 sec): 3 clusters
  Score: Raw -6725596.466980 + Penalty 3559.086242 = -6722037.380738
  nChanged 3006
		SP:Iteration 4F (3026.370000 sec): 3 clusters
  Score: Raw -6727119.544186 + Penalty 3559.086242 = -6723560.457944
  nChanged 3495
		SP:Iteration 5F (3026.510000 sec): 3 clusters
  Score: Raw -6729181.737402 + Penalty 3559.086242 = -6725622.651160
  nChanged 3768
		SP:Iteration 6F (3026.670000 sec): 3 clusters
  Score: Raw -6731582.641264 + Penalty 3559.086242 = -6728023.555022
  nChanged 3678
		SP:Iteration 7F (3026.820000 sec): 3 clusters
  Score: Raw -6733940.697141 + Penalty 3559.086242 = -6730381.610899
  nChanged 3140
		SP:Iteration 8F (3026.970000 sec): 3 clusters
  Score: Raw -6735851.142798 + Penalty 3559.086242 = -6732292.056556
  nChanged 2537
		SP:Iteration 9Q (3027.110000 sec): 3 clusters
  Score: Raw -6737371.196935 + Penalty 3559.086242 = -6733812.110693
  nChanged 2046
		SP:Iteration 10Q (3027.260000 sec): 3 clusters
  Score: Raw -6738668.474155 + Penalty 3559.086242 = -6735109.387913
  nChanged 1622
		SP:Iteration 11Q (3027.410000 sec): 3 clusters
  Score: Raw -6739832.909717 + Penalty 3559.086242 = -6736273.823475
  nChanged 1350
		SP:Iteration 12Q (3027.550000 sec): 3 clusters
  Score: Raw -6740798.824393 + Penalty 3559.086242 = -6737239.738151
  nChanged 1066
		SP:Iteration 13Q (3027.680000 sec): 3 clusters
  Score: Raw -6741446.819525 + Penalty 3559.086242 = -6737887.733283
  nChanged 841
		SP:Iteration 14Q (3027.810000 sec): 3 clusters
  Score: Raw -6741896.692433 + Penalty 3559.086242 = -6738337.606190
  nChanged 735
		SP:Iteration 15Q (3027.930000 sec): 3 clusters
  Score: Raw -6742242.640856 + Penalty 3559.086242 = -6738683.554614
  nChanged 675
		SP:Iteration 16Q (3028.050000 sec): 3 clusters
  Score: Raw -6742554.524380 + Penalty 3559.086242 = -6738995.438138
  nChanged 639
		SP:Iteration 17Q (3028.180000 sec): 3 clusters
  Score: Raw -6742848.147427 + Penalty 3559.086242 = -6739289.061185
  nChanged 593
		SP:Iteration 18Q (3028.290000 sec): 3 clusters
  Score: Raw -6743116.497223 + Penalty 3559.086242 = -6739557.410981
  nChanged 541
		SP:Iteration 19Q (3028.410000 sec): 3 clusters
  Score: Raw -6743347.762893 + Penalty 3559.086242 = -6739788.676651
  nChanged 508
		SP:Iteration 20F (3028.560000 sec): 3 clusters
  Score: Raw -6743578.856824 + Penalty 3559.086242 = -6740019.770581
  nChanged 453
		SP:Iteration 21Q (3028.670000 sec): 3 clusters
  Score: Raw -6743787.209466 + Penalty 3559.086242 = -6740228.123224
  nChanged 423
		SP:Iteration 22Q (3028.790000 sec): 3 clusters
  Score: Raw -6743985.930896 + Penalty 3559.086242 = -6740426.844653
  nChanged 355
		SP:Iteration 23Q (3028.900000 sec): 3 clusters
  Score: Raw -6744149.475029 + Penalty 3559.086242 = -6740590.388787
  nChanged 310
		SP:Iteration 24Q (3029.010000 sec): 3 clusters
  Score: Raw -6744295.654797 + Penalty 3559.086242 = -6740736.568555
  nChanged 251
		SP:Iteration 25Q (3029.120000 sec): 3 clusters
  Score: Raw -6744414.329165 + Penalty 3559.086242 = -6740855.242923
  nChanged 214
		SP:Iteration 26Q (3029.230000 sec): 3 clusters
  Score: Raw -6744515.068120 + Penalty 3559.086242 = -6740955.981878
  nChanged 159
		SP:Iteration 27Q (3029.330000 sec): 3 clusters
  Score: Raw -6744595.535238 + Penalty 3559.086242 = -6741036.448996
  nChanged 140
		SP:Iteration 28Q (3029.440000 sec): 3 clusters
  Score: Raw -6744662.966347 + Penalty 3559.086242 = -6741103.880105
  nChanged 109
		SP:Iteration 29Q (3029.550000 sec): 3 clusters
  Score: Raw -6744711.537257 + Penalty 3559.086242 = -6741152.451015
  nChanged 82
		SP:Iteration 30Q (3029.650000 sec): 3 clusters
  Score: Raw -6744756.423999 + Penalty 3559.086242 = -6741197.337756
  nChanged 73
		SP:Iteration 31Q (3029.760000 sec): 3 clusters
  Score: Raw -6744793.886932 + Penalty 3559.086242 = -6741234.800690
  nChanged 72
		SP:Iteration 32Q (3029.860000 sec): 3 clusters
  Score: Raw -6744835.818226 + Penalty 3559.086242 = -6741276.731984
  nChanged 72
		SP:Iteration 33Q (3029.970000 sec): 3 clusters
  Score: Raw -6744880.064687 + Penalty 3559.086242 = -6741320.978444
  nChanged 46
		SP:Iteration 34Q (3030.070000 sec): 3 clusters
  Score: Raw -6744898.773385 + Penalty 3559.086242 = -6741339.687143
  nChanged 25
		SP:Iteration 35Q (3030.170000 sec): 3 clusters
  Score: Raw -6744911.033351 + Penalty 3559.086242 = -6741351.947109
  nChanged 19
		SP:Iteration 36Q (3030.270000 sec): 3 clusters
  Score: Raw -6744918.375105 + Penalty 3559.086242 = -6741359.288863
  nChanged 17
		SP:Iteration 37Q (3030.380000 sec): 3 clusters
  Score: Raw -6744924.835336 + Penalty 3559.086242 = -6741365.749094
  nChanged 8
		SP:Iteration 38Q (3030.480000 sec): 3 clusters
  Score: Raw -6744927.351259 + Penalty 3559.086242 = -6741368.265017
  nChanged 9
		SP:Iteration 39Q (3030.580000 sec): 3 clusters
  Score: Raw -6744930.650909 + Penalty 3559.086242 = -6741371.564667
  nChanged 8
		SP:Iteration 40F (3030.730000 sec): 3 clusters
  Score: Raw -6744934.805753 + Penalty 3559.086242 = -6741375.719511
  nChanged 7
		SP:Iteration 41Q (3030.830000 sec): 3 clusters
  Score: Raw -6744937.813998 + Penalty 3559.086242 = -6741378.727756
  nChanged 9
		SP:Iteration 42Q (3030.930000 sec): 3 clusters
  Score: Raw -6744942.586977 + Penalty 3559.086242 = -6741383.500735
  nChanged 6
		SP:Iteration 43Q (3031.030000 sec): 3 clusters
  Score: Raw -6744944.762976 + Penalty 3559.086242 = -6741385.676734
  nChanged 8
		SP:Iteration 44Q (3031.130000 sec): 3 clusters
  Score: Raw -6744947.789646 + Penalty 3559.086242 = -6741388.703404
  nChanged 2
		SP:Iteration 45Q (3031.240000 sec): 3 clusters
  Score: Raw -6744948.925288 + Penalty 3559.086242 = -6741389.839046
  nChanged 4
		SP:Iteration 46Q (3031.340000 sec): 3 clusters
  Score: Raw -6744950.219330 + Penalty 3559.086242 = -6741391.133088
  nChanged 3
		SP:Iteration 47Q (3031.440000 sec): 3 clusters
  Score: Raw -6744951.335619 + Penalty 3559.086242 = -6741392.249376
  nChanged 4
		SP:Iteration 48Q (3031.540000 sec): 3 clusters
  Score: Raw -6744953.610518 + Penalty 3559.086242 = -6741394.524276
  nChanged 7
		SP:Iteration 49Q (3031.650000 sec): 3 clusters
  Score: Raw -6744956.547908 + Penalty 3559.086242 = -6741397.461666
  nChanged 4
		SP:Iteration 50Q (3031.750000 sec): 3 clusters
  Score: Raw -6744957.845153 + Penalty 3559.086242 = -6741398.758911
  nChanged 3
		SP:Iteration 51Q (3031.850000 sec): 3 clusters
  Score: Raw -6744959.055421 + Penalty 3559.086242 = -6741399.969179
  nChanged 4
		SP:Iteration 52Q (3031.950000 sec): 3 clusters
  Score: Raw -6744960.447789 + Penalty 3559.086242 = -6741401.361547
  nChanged 3
		SP:Iteration 53Q (3032.050000 sec): 3 clusters
  Score: Raw -6744961.960954 + Penalty 3559.086242 = -6741402.874712
  nChanged 3
		SP:Iteration 54Q (3032.150000 sec): 3 clusters
  Score: Raw -6744963.118963 + Penalty 3559.086242 = -6741404.032721
  nChanged 4
		SP:Iteration 55Q (3032.250000 sec): 3 clusters
  Score: Raw -6744965.844135 + Penalty 3559.086242 = -6741406.757893
  nChanged 6
		SP:Iteration 56Q (3032.360000 sec): 3 clusters
  Score: Raw -6744968.405842 + Penalty 3559.086242 = -6741409.319600
  nChanged 6
		SP:Iteration 57Q (3032.460000 sec): 3 clusters
  Score: Raw -6744970.072293 + Penalty 3559.086242 = -6741410.986051
  nChanged 3
		SP:Iteration 58Q (3032.560000 sec): 3 clusters
  Score: Raw -6744971.215225 + Penalty 3559.086242 = -6741412.128983
  nChanged 2
		SP:Iteration 59Q (3032.660000 sec): 3 clusters
  Score: Raw -6744971.525101 + Penalty 3559.086242 = -6741412.438859
  nChanged 1
		SP:Iteration 60F (3032.810000 sec): 3 clusters
  Score: Raw -6744971.777130 + Penalty 3559.086242 = -6741412.690888
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (20195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3032.880000 sec): 2 clusters
  Score: Raw -2365813.239550 + Penalty 1610.893428 = -2364202.346122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3032.930000 sec): 3 clusters
  Score: Raw -2353747.711506 + Penalty 3221.786857 = -2350525.924649
  nChanged 8975
		SP:Iteration 1F (3032.980000 sec): 3 clusters
  Score: Raw -2358640.756225 + Penalty 3221.786857 = -2355418.969368
  nChanged 1044
		SP:Iteration 2F (3033.030000 sec): 3 clusters
  Score: Raw -2359056.228127 + Penalty 3221.786857 = -2355834.441270
  nChanged 1008
		SP:Iteration 3Q (3033.090000 sec): 3 clusters
  Score: Raw -2359520.500522 + Penalty 3221.786857 = -2356298.713666
  nChanged 1060
		SP:Iteration 4F (3033.140000 sec): 3 clusters
  Score: Raw -2360026.211293 + Penalty 3221.786857 = -2356804.424436
  nChanged 1023
		SP:Iteration 5F (3033.190000 sec): 3 clusters
  Score: Raw -2360540.237175 + Penalty 3221.786857 = -2357318.450318
  nChanged 1033
		SP:Iteration 6F (3033.240000 sec): 3 clusters
  Score: Raw -2361057.699075 + Penalty 3221.786857 = -2357835.912219
  nChanged 990
		SP:Iteration 7Q (3033.290000 sec): 3 clusters
  Score: Raw -2361598.414980 + Penalty 3221.786857 = -2358376.628123
  nChanged 984
		SP:Iteration 8Q (3033.350000 sec): 3 clusters
  Score: Raw -2362122.975363 + Penalty 3221.786857 = -2358901.188507
  nChanged 938
		SP:Iteration 9Q (3033.400000 sec): 3 clusters
  Score: Raw -2362555.485575 + Penalty 3221.786857 = -2359333.698718
  nChanged 801
		SP:Iteration 10Q (3033.450000 sec): 3 clusters
  Score: Raw -2362890.378661 + Penalty 3221.786857 = -2359668.591804
  nChanged 658
		SP:Iteration 11Q (3033.500000 sec): 3 clusters
  Score: Raw -2363155.831806 + Penalty 3221.786857 = -2359934.044949
  nChanged 642
		SP:Iteration 12Q (3033.550000 sec): 3 clusters
  Score: Raw -2363424.098251 + Penalty 3221.786857 = -2360202.311395
  nChanged 639
		SP:Iteration 13Q (3033.600000 sec): 3 clusters
  Score: Raw -2363701.369855 + Penalty 3221.786857 = -2360479.582999
  nChanged 625
		SP:Iteration 14Q (3033.650000 sec): 3 clusters
  Score: Raw -2363976.188334 + Penalty 3221.786857 = -2360754.401478
  nChanged 607
		SP:Iteration 15Q (3033.700000 sec): 3 clusters
  Score: Raw -2364260.207248 + Penalty 3221.786857 = -2361038.420391
  nChanged 640
		SP:Iteration 16Q (3033.750000 sec): 3 clusters
  Score: Raw -2364587.077520 + Penalty 3221.786857 = -2361365.290663
  nChanged 607
		SP:Iteration 17Q (3033.800000 sec): 3 clusters
  Score: Raw -2364896.265848 + Penalty 3221.786857 = -2361674.478992
  nChanged 551
		SP:Iteration 18Q (3033.850000 sec): 3 clusters
  Score: Raw -2365178.229027 + Penalty 3221.786857 = -2361956.442170
  nChanged 523
		SP:Iteration 19Q (3033.900000 sec): 3 clusters
  Score: Raw -2365455.278703 + Penalty 3221.786857 = -2362233.491847
  nChanged 469
		SP:Iteration 20F (3033.950000 sec): 3 clusters
  Score: Raw -2365729.775175 + Penalty 3221.786857 = -2362507.988318
  nChanged 410
		SP:Iteration 21Q (3033.990000 sec): 3 clusters
  Score: Raw -2365991.667775 + Penalty 3221.786857 = -2362769.880919
  nChanged 356
		SP:Iteration 22Q (3034.040000 sec): 3 clusters
  Score: Raw -2366282.240347 + Penalty 3221.786857 = -2363060.453491
  nChanged 270
		SP:Iteration 23Q (3034.080000 sec): 3 clusters
  Score: Raw -2366579.167048 + Penalty 3221.786857 = -2363357.380192
  nChanged 208
		SP:Iteration 24Q (3034.120000 sec): 3 clusters
  Score: Raw -2366767.757992 + Penalty 3221.786857 = -2363545.971136
  nChanged 150
		SP:Iteration 25Q (3034.160000 sec): 3 clusters
  Score: Raw -2366868.412973 + Penalty 3221.786857 = -2363646.626117
  nChanged 107
		SP:Iteration 26Q (3034.200000 sec): 3 clusters
  Score: Raw -2366910.410383 + Penalty 3221.786857 = -2363688.623526
  nChanged 73
		SP:Iteration 27Q (3034.240000 sec): 3 clusters
  Score: Raw -2366933.497001 + Penalty 3221.786857 = -2363711.710145
  nChanged 48
		SP:Iteration 28Q (3034.280000 sec): 3 clusters
  Score: Raw -2366948.174685 + Penalty 3221.786857 = -2363726.387828
  nChanged 42
		SP:Iteration 29Q (3034.320000 sec): 3 clusters
  Score: Raw -2366961.183928 + Penalty 3221.786857 = -2363739.397071
  nChanged 36
		SP:Iteration 30Q (3034.360000 sec): 3 clusters
  Score: Raw -2366970.920873 + Penalty 3221.786857 = -2363749.134017
  nChanged 27
		SP:Iteration 31Q (3034.400000 sec): 3 clusters
  Score: Raw -2366978.251615 + Penalty 3221.786857 = -2363756.464758
  nChanged 27
		SP:Iteration 32Q (3034.430000 sec): 3 clusters
  Score: Raw -2366984.736273 + Penalty 3221.786857 = -2363762.949417
  nChanged 17
		SP:Iteration 33Q (3034.470000 sec): 3 clusters
  Score: Raw -2366988.452684 + Penalty 3221.786857 = -2363766.665827
  nChanged 19
		SP:Iteration 34Q (3034.510000 sec): 3 clusters
  Score: Raw -2366992.430329 + Penalty 3221.786857 = -2363770.643473
  nChanged 9
		SP:Iteration 35Q (3034.550000 sec): 3 clusters
  Score: Raw -2366994.621388 + Penalty 3221.786857 = -2363772.834531
  nChanged 9
		SP:Iteration 36Q (3034.590000 sec): 3 clusters
  Score: Raw -2366997.177304 + Penalty 3221.786857 = -2363775.390448
  nChanged 12
		SP:Iteration 37Q (3034.630000 sec): 3 clusters
  Score: Raw -2366999.405667 + Penalty 3221.786857 = -2363777.618811
  nChanged 10
		SP:Iteration 38Q (3034.670000 sec): 3 clusters
  Score: Raw -2367002.081883 + Penalty 3221.786857 = -2363780.295027
  nChanged 20
		SP:Iteration 39Q (3034.710000 sec): 3 clusters
  Score: Raw -2367008.205835 + Penalty 3221.786857 = -2363786.418978
  nChanged 17
		SP:Iteration 40F (3034.760000 sec): 3 clusters
  Score: Raw -2367013.083826 + Penalty 3221.786857 = -2363791.296969
  nChanged 12
		SP:Iteration 41Q (3034.790000 sec): 3 clusters
  Score: Raw -2367017.580560 + Penalty 3221.786857 = -2363795.793703
  nChanged 17
		SP:Iteration 42Q (3034.830000 sec): 3 clusters
  Score: Raw -2367022.873035 + Penalty 3221.786857 = -2363801.086178
  nChanged 20
		SP:Iteration 43Q (3034.870000 sec): 3 clusters
  Score: Raw -2367029.418333 + Penalty 3221.786857 = -2363807.631477
  nChanged 20
		SP:Iteration 44Q (3034.910000 sec): 3 clusters
  Score: Raw -2367037.564145 + Penalty 3221.786857 = -2363815.777289
  nChanged 25
		SP:Iteration 45Q (3034.950000 sec): 3 clusters
  Score: Raw -2367049.645823 + Penalty 3221.786857 = -2363827.858966
  nChanged 34
		SP:Iteration 46Q (3034.990000 sec): 3 clusters
  Score: Raw -2367072.187327 + Penalty 3221.786857 = -2363850.400471
  nChanged 27
		SP:Iteration 47Q (3035.020000 sec): 3 clusters
  Score: Raw -2367099.365831 + Penalty 3221.786857 = -2363877.578974
  nChanged 33
		SP:Iteration 48Q (3035.060000 sec): 3 clusters
  Score: Raw -2367126.322995 + Penalty 3221.786857 = -2363904.536138
  nChanged 25
		SP:Iteration 49Q (3035.100000 sec): 3 clusters
  Score: Raw -2367146.872052 + Penalty 3221.786857 = -2363925.085196
  nChanged 24
		SP:Iteration 50Q (3035.130000 sec): 3 clusters
  Score: Raw -2367162.986581 + Penalty 3221.786857 = -2363941.199724
  nChanged 16
		SP:Iteration 51Q (3035.170000 sec): 3 clusters
  Score: Raw -2367169.927043 + Penalty 3221.786857 = -2363948.140187
  nChanged 12
		SP:Iteration 52Q (3035.210000 sec): 3 clusters
  Score: Raw -2367175.870894 + Penalty 3221.786857 = -2363954.084038
  nChanged 12
		SP:Iteration 53Q (3035.240000 sec): 3 clusters
  Score: Raw -2367182.271880 + Penalty 3221.786857 = -2363960.485024
  nChanged 13
		SP:Iteration 54Q (3035.280000 sec): 3 clusters
  Score: Raw -2367185.136887 + Penalty 3221.786857 = -2363963.350031
  nChanged 5
		SP:Iteration 55Q (3035.320000 sec): 3 clusters
  Score: Raw -2367186.361494 + Penalty 3221.786857 = -2363964.574637
  nChanged 1
		SP:Iteration 56Q (3035.350000 sec): 3 clusters
  Score: Raw -2367186.619060 + Penalty 3221.786857 = -2363964.832203
  nChanged 0
		SP:Iteration 57F (3035.410000 sec): 3 clusters
  Score: Raw -2367186.619060 + Penalty 3221.786857 = -2363964.832203
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (14363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3035.450000 sec): 2 clusters
  Score: Raw -1640139.576120 + Penalty 1555.516744 = -1638584.059376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3035.490000 sec): 3 clusters
  Score: Raw -1631816.077867 + Penalty 3111.033489 = -1628705.044378
  nChanged 6331
		SP:Iteration 1F (3035.520000 sec): 3 clusters
  Score: Raw -1635423.675674 + Penalty 3111.033489 = -1632312.642185
  nChanged 927
		SP:Iteration 2F (3035.560000 sec): 3 clusters
  Score: Raw -1635922.502291 + Penalty 3111.033489 = -1632811.468802
  nChanged 812
		SP:Iteration 3F (3035.590000 sec): 3 clusters
  Score: Raw -1636379.469593 + Penalty 3111.033489 = -1633268.436104
  nChanged 812
		SP:Iteration 4F (3035.630000 sec): 3 clusters
  Score: Raw -1636858.461909 + Penalty 3111.033489 = -1633747.428421
  nChanged 866
		SP:Iteration 5F (3035.670000 sec): 3 clusters
  Score: Raw -1637425.017655 + Penalty 3111.033489 = -1634313.984167
  nChanged 900
		SP:Iteration 6F (3035.700000 sec): 3 clusters
  Score: Raw -1638107.718490 + Penalty 3111.033489 = -1634996.685001
  nChanged 853
		SP:Iteration 7F (3035.740000 sec): 3 clusters
  Score: Raw -1638829.829334 + Penalty 3111.033489 = -1635718.795845
  nChanged 741
		SP:Iteration 8F (3035.770000 sec): 3 clusters
  Score: Raw -1639494.774727 + Penalty 3111.033489 = -1636383.741238
  nChanged 606
		SP:Iteration 9Q (3035.810000 sec): 3 clusters
  Score: Raw -1640079.886466 + Penalty 3111.033489 = -1636968.852977
  nChanged 464
		SP:Iteration 10Q (3035.840000 sec): 3 clusters
  Score: Raw -1640558.332344 + Penalty 3111.033489 = -1637447.298855
  nChanged 320
		SP:Iteration 11Q (3035.870000 sec): 3 clusters
  Score: Raw -1640845.531646 + Penalty 3111.033489 = -1637734.498158
  nChanged 194
		SP:Iteration 12Q (3035.910000 sec): 3 clusters
  Score: Raw -1640985.690300 + Penalty 3111.033489 = -1637874.656812
  nChanged 148
		SP:Iteration 13Q (3035.930000 sec): 3 clusters
  Score: Raw -1641077.933542 + Penalty 3111.033489 = -1637966.900054
  nChanged 98
		SP:Iteration 14Q (3035.960000 sec): 3 clusters
  Score: Raw -1641127.101278 + Penalty 3111.033489 = -1638016.067789
  nChanged 87
		SP:Iteration 15Q (3035.990000 sec): 3 clusters
  Score: Raw -1641160.457937 + Penalty 3111.033489 = -1638049.424448
  nChanged 65
		SP:Iteration 16Q (3036.020000 sec): 3 clusters
  Score: Raw -1641182.027830 + Penalty 3111.033489 = -1638070.994341
  nChanged 46
		SP:Iteration 17Q (3036.050000 sec): 3 clusters
  Score: Raw -1641199.918272 + Penalty 3111.033489 = -1638088.884783
  nChanged 36
		SP:Iteration 18Q (3036.080000 sec): 3 clusters
  Score: Raw -1641212.027388 + Penalty 3111.033489 = -1638100.993899
  nChanged 32
		SP:Iteration 19Q (3036.110000 sec): 3 clusters
  Score: Raw -1641222.353768 + Penalty 3111.033489 = -1638111.320279
  nChanged 30
		SP:Iteration 20F (3036.140000 sec): 3 clusters
  Score: Raw -1641232.250334 + Penalty 3111.033489 = -1638121.216845
  nChanged 34
		SP:Iteration 21Q (3036.170000 sec): 3 clusters
  Score: Raw -1641244.229033 + Penalty 3111.033489 = -1638133.195545
  nChanged 23
		SP:Iteration 22Q (3036.190000 sec): 3 clusters
  Score: Raw -1641252.403340 + Penalty 3111.033489 = -1638141.369851
  nChanged 21
		SP:Iteration 23Q (3036.220000 sec): 3 clusters
  Score: Raw -1641257.300440 + Penalty 3111.033489 = -1638146.266951
  nChanged 15
		SP:Iteration 24Q (3036.250000 sec): 3 clusters
  Score: Raw -1641260.435167 + Penalty 3111.033489 = -1638149.401678
  nChanged 11
		SP:Iteration 25Q (3036.280000 sec): 3 clusters
  Score: Raw -1641262.640609 + Penalty 3111.033489 = -1638151.607120
  nChanged 5
		SP:Iteration 26Q (3036.310000 sec): 3 clusters
  Score: Raw -1641264.189900 + Penalty 3111.033489 = -1638153.156411
  nChanged 6
		SP:Iteration 27Q (3036.330000 sec): 3 clusters
  Score: Raw -1641265.534241 + Penalty 3111.033489 = -1638154.500753
  nChanged 7
		SP:Iteration 28Q (3036.360000 sec): 3 clusters
  Score: Raw -1641266.652699 + Penalty 3111.033489 = -1638155.619210
  nChanged 4
		SP:Iteration 29Q (3036.390000 sec): 3 clusters
  Score: Raw -1641267.808931 + Penalty 3111.033489 = -1638156.775442
  nChanged 7
		SP:Iteration 30Q (3036.420000 sec): 3 clusters
  Score: Raw -1641269.244313 + Penalty 3111.033489 = -1638158.210825
  nChanged 2
		SP:Iteration 31Q (3036.450000 sec): 3 clusters
  Score: Raw -1641269.614613 + Penalty 3111.033489 = -1638158.581125
  nChanged 1
		SP:Iteration 32Q (3036.470000 sec): 3 clusters
  Score: Raw -1641269.695581 + Penalty 3111.033489 = -1638158.662093
  nChanged 2
		SP:Iteration 33Q (3036.500000 sec): 3 clusters
  Score: Raw -1641269.886816 + Penalty 3111.033489 = -1638158.853328
  nChanged 1
		SP:Iteration 34Q (3036.530000 sec): 3 clusters
  Score: Raw -1641270.036379 + Penalty 3111.033489 = -1638159.002891
  nChanged 1
		SP:Iteration 35Q (3036.550000 sec): 3 clusters
  Score: Raw -1641270.191490 + Penalty 3111.033489 = -1638159.158002
  nChanged 1
		SP:Iteration 36Q (3036.580000 sec): 3 clusters
  Score: Raw -1641270.355886 + Penalty 3111.033489 = -1638159.322398
  nChanged 0
		SP:Iteration 37F (3036.620000 sec): 3 clusters
  Score: Raw -1641270.355886 + Penalty 3111.033489 = -1638159.322398
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3036.640000 sec): 2 clusters
  Score: Raw -459668.268229 + Penalty 1348.107742 = -458320.160487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3036.650000 sec): 3 clusters
  Score: Raw -457652.040258 + Penalty 2696.215484 = -454955.824774
  nChanged 1578
		SP:Iteration 1F (3036.660000 sec): 3 clusters
  Score: Raw -458609.799480 + Penalty 2696.215484 = -455913.583996
  nChanged 319
		SP:Iteration 2F (3036.670000 sec): 3 clusters
  Score: Raw -458774.380803 + Penalty 2696.215484 = -456078.165319
  nChanged 188
		SP:Iteration 3Q (3036.680000 sec): 3 clusters
  Score: Raw -458864.422156 + Penalty 2696.215484 = -456168.206672
  nChanged 139
		SP:Iteration 4Q (3036.690000 sec): 3 clusters
  Score: Raw -458924.693572 + Penalty 2696.215484 = -456228.478088
  nChanged 85
		SP:Iteration 5Q (3036.700000 sec): 3 clusters
  Score: Raw -458957.819560 + Penalty 2696.215484 = -456261.604076
  nChanged 82
		SP:Iteration 6Q (3036.710000 sec): 3 clusters
  Score: Raw -458986.070053 + Penalty 2696.215484 = -456289.854569
  nChanged 63
		SP:Iteration 7Q (3036.720000 sec): 3 clusters
  Score: Raw -459008.673623 + Penalty 2696.215484 = -456312.458139
  nChanged 70
		SP:Iteration 8Q (3036.730000 sec): 3 clusters
  Score: Raw -459032.428497 + Penalty 2696.215484 = -456336.213013
  nChanged 55
		SP:Iteration 9Q (3036.740000 sec): 3 clusters
  Score: Raw -459057.342879 + Penalty 2696.215484 = -456361.127395
  nChanged 73
		SP:Iteration 10Q (3036.750000 sec): 3 clusters
  Score: Raw -459085.501145 + Penalty 2696.215484 = -456389.285661
  nChanged 72
		SP:Iteration 11Q (3036.760000 sec): 3 clusters
  Score: Raw -459115.761263 + Penalty 2696.215484 = -456419.545779
  nChanged 66
		SP:Iteration 12Q (3036.770000 sec): 3 clusters
  Score: Raw -459148.221660 + Penalty 2696.215484 = -456452.006176
  nChanged 69
		SP:Iteration 13Q (3036.780000 sec): 3 clusters
  Score: Raw -459179.414401 + Penalty 2696.215484 = -456483.198917
  nChanged 68
		SP:Iteration 14Q (3036.790000 sec): 3 clusters
  Score: Raw -459206.704859 + Penalty 2696.215484 = -456510.489375
  nChanged 65
		SP:Iteration 15Q (3036.800000 sec): 3 clusters
  Score: Raw -459228.997033 + Penalty 2696.215484 = -456532.781550
  nChanged 57
		SP:Iteration 16Q (3036.810000 sec): 3 clusters
  Score: Raw -459247.935444 + Penalty 2696.215484 = -456551.719960
  nChanged 51
		SP:Iteration 17Q (3036.820000 sec): 3 clusters
  Score: Raw -459269.728653 + Penalty 2696.215484 = -456573.513170
  nChanged 51
		SP:Iteration 18Q (3036.830000 sec): 3 clusters
  Score: Raw -459292.138761 + Penalty 2696.215484 = -456595.923277
  nChanged 53
		SP:Iteration 19Q (3036.840000 sec): 3 clusters
  Score: Raw -459310.838945 + Penalty 2696.215484 = -456614.623461
  nChanged 52
		SP:Iteration 20F (3036.850000 sec): 3 clusters
  Score: Raw -459331.636407 + Penalty 2696.215484 = -456635.420923
  nChanged 52
		SP:Iteration 21Q (3036.860000 sec): 3 clusters
  Score: Raw -459353.368558 + Penalty 2696.215484 = -456657.153075
  nChanged 61
		SP:Iteration 22Q (3036.870000 sec): 3 clusters
  Score: Raw -459380.467065 + Penalty 2696.215484 = -456684.251581
  nChanged 61
		SP:Iteration 23Q (3036.880000 sec): 3 clusters
  Score: Raw -459407.143042 + Penalty 2696.215484 = -456710.927558
  nChanged 63
		SP:Iteration 24Q (3036.890000 sec): 3 clusters
  Score: Raw -459443.137364 + Penalty 2696.215484 = -456746.921880
  nChanged 80
		SP:Iteration 25Q (3036.900000 sec): 3 clusters
  Score: Raw -459491.314270 + Penalty 2696.215484 = -456795.098786
  nChanged 73
		SP:Iteration 26Q (3036.910000 sec): 3 clusters
  Score: Raw -459547.879904 + Penalty 2696.215484 = -456851.664420
  nChanged 95
		SP:Iteration 27Q (3036.920000 sec): 3 clusters
  Score: Raw -459635.306459 + Penalty 2696.215484 = -456939.090975
  nChanged 105
		SP:Iteration 28Q (3036.930000 sec): 3 clusters
  Score: Raw -459798.026953 + Penalty 2696.215484 = -457101.811469
  nChanged 116
		SP:Iteration 29Q (3036.930000 sec): 3 clusters
  Score: Raw -460091.449362 + Penalty 2696.215484 = -457395.233878
  nChanged 147
		SP:Iteration 30Q (3036.940000 sec): 3 clusters
  Score: Raw -460321.644553 + Penalty 2696.215484 = -457625.429069
  nChanged 183
		SP:Iteration 31Q (3036.950000 sec): 3 clusters
  Score: Raw -460522.558193 + Penalty 2696.215484 = -457826.342709
  nChanged 149
		SP:Iteration 32Q (3036.960000 sec): 3 clusters
  Score: Raw -460718.595022 + Penalty 2696.215484 = -458022.379538
  nChanged 133
		SP:Iteration 33Q (3036.970000 sec): 3 clusters
  Score: Raw -460925.881777 + Penalty 2696.215484 = -458229.666293
  nChanged 111
		SP:Iteration 34Q (3036.980000 sec): 3 clusters
  Score: Raw -461117.127819 + Penalty 2696.215484 = -458420.912335
  nChanged 97
		SP:Iteration 35Q (3036.990000 sec): 3 clusters
  Score: Raw -461268.948711 + Penalty 2696.215484 = -458572.733227
  nChanged 89
		SP:Iteration 36Q (3036.990000 sec): 3 clusters
  Score: Raw -461395.921789 + Penalty 2696.215484 = -458699.706305
  nChanged 64
		SP:Iteration 37Q (3037.000000 sec): 3 clusters
  Score: Raw -461477.909062 + Penalty 2696.215484 = -458781.693579
  nChanged 39
		SP:Iteration 38Q (3037.010000 sec): 3 clusters
  Score: Raw -461521.220858 + Penalty 2696.215484 = -458825.005374
  nChanged 22
		SP:Iteration 39Q (3037.010000 sec): 3 clusters
  Score: Raw -461539.805922 + Penalty 2696.215484 = -458843.590438
  nChanged 13
		SP:Iteration 40F (3037.030000 sec): 3 clusters
  Score: Raw -461548.923095 + Penalty 2696.215484 = -458852.707611
  nChanged 9
		SP:Iteration 41Q (3037.030000 sec): 3 clusters
  Score: Raw -461552.791355 + Penalty 2696.215484 = -458856.575871
  nChanged 7
		SP:Iteration 42Q (3037.040000 sec): 3 clusters
  Score: Raw -461555.163856 + Penalty 2696.215484 = -458858.948372
  nChanged 4
		SP:Iteration 43Q (3037.050000 sec): 3 clusters
  Score: Raw -461556.303035 + Penalty 2696.215484 = -458860.087551
  nChanged 4
		SP:Iteration 44Q (3037.050000 sec): 3 clusters
  Score: Raw -461557.665316 + Penalty 2696.215484 = -458861.449832
  nChanged 0
		SP:Iteration 45F (3037.070000 sec): 3 clusters
  Score: Raw -461557.665316 + Penalty 2696.215484 = -458861.449832
  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 12.42 GB.

 Trying to split cluster 14 (11727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3037.110000 sec): 2 clusters
  Score: Raw -1351391.722941 + Penalty 1522.567988 = -1349869.154953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3037.140000 sec): 3 clusters
  Score: Raw -1344611.255003 + Penalty 3045.135975 = -1341566.119028
  nChanged 5083
		SP:Iteration 1F (3037.170000 sec): 3 clusters
  Score: Raw -1347351.031887 + Penalty 3045.135975 = -1344305.895912
  nChanged 708
		SP:Iteration 2F (3037.200000 sec): 3 clusters
  Score: Raw -1347618.137200 + Penalty 3045.135975 = -1344573.001225
  nChanged 529
		SP:Iteration 3Q (3037.230000 sec): 3 clusters
  Score: Raw -1347820.975317 + Penalty 3045.135975 = -1344775.839342
  nChanged 509
		SP:Iteration 4Q (3037.260000 sec): 3 clusters
  Score: Raw -1348022.152582 + Penalty 3045.135975 = -1344977.016607
  nChanged 514
		SP:Iteration 5Q (3037.290000 sec): 3 clusters
  Score: Raw -1348248.736931 + Penalty 3045.135975 = -1345203.600956
  nChanged 522
		SP:Iteration 6Q (3037.320000 sec): 3 clusters
  Score: Raw -1348520.390059 + Penalty 3045.135975 = -1345475.254083
  nChanged 582
		SP:Iteration 7Q (3037.350000 sec): 3 clusters
  Score: Raw -1348888.756105 + Penalty 3045.135975 = -1345843.620129
  nChanged 619
		SP:Iteration 8F (3037.370000 sec): 3 clusters
  Score: Raw -1349390.279945 + Penalty 3045.135975 = -1346345.143970
  nChanged 674
		SP:Iteration 9F (3037.410000 sec): 3 clusters
  Score: Raw -1350155.687405 + Penalty 3045.135975 = -1347110.551430
  nChanged 746
		SP:Iteration 10F (3037.430000 sec): 3 clusters
  Score: Raw -1351387.520803 + Penalty 3045.135975 = -1348342.384828
  nChanged 846
		SP:Iteration 11F (3037.460000 sec): 3 clusters
  Score: Raw -1353088.323627 + Penalty 3045.135975 = -1350043.187652
  nChanged 604
		SP:Iteration 12F (3037.490000 sec): 3 clusters
  Score: Raw -1354359.280773 + Penalty 3045.135975 = -1351314.144798
  nChanged 321
		SP:Iteration 13Q (3037.510000 sec): 3 clusters
  Score: Raw -1354781.300016 + Penalty 3045.135975 = -1351736.164040
  nChanged 105
		SP:Iteration 14Q (3037.540000 sec): 3 clusters
  Score: Raw -1354828.666371 + Penalty 3045.135975 = -1351783.530396
  nChanged 38
		SP:Iteration 15Q (3037.560000 sec): 3 clusters
  Score: Raw -1354838.513894 + Penalty 3045.135975 = -1351793.377918
  nChanged 11
		SP:Iteration 16Q (3037.580000 sec): 3 clusters
  Score: Raw -1354839.989558 + Penalty 3045.135975 = -1351794.853583
  nChanged 4
		SP:Iteration 17Q (3037.600000 sec): 3 clusters
  Score: Raw -1354840.640084 + Penalty 3045.135975 = -1351795.504108
  nChanged 0
		SP:Iteration 18F (3037.630000 sec): 3 clusters
  Score: Raw -1354840.640084 + Penalty 3045.135975 = -1351795.504108
  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 12.42 GB.

 Trying to split cluster 15 (1499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3037.650000 sec): 2 clusters
  Score: Raw -169536.826927 + Penalty 1188.289943 = -168348.536983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3037.650000 sec): 3 clusters
  Score: Raw -168967.154251 + Penalty 2376.579887 = -166590.574364
  nChanged 499
		SP:Iteration 1F (3037.660000 sec): 3 clusters
  Score: Raw -169335.511077 + Penalty 2376.579887 = -166958.931190
  nChanged 120
		SP:Iteration 2F (3037.660000 sec): 3 clusters
  Score: Raw -169424.170036 + Penalty 2376.579887 = -167047.590149
  nChanged 44
		SP:Iteration 3Q (3037.670000 sec): 3 clusters
  Score: Raw -169453.443853 + Penalty 2376.579887 = -167076.863966
  nChanged 26
		SP:Iteration 4Q (3037.670000 sec): 3 clusters
  Score: Raw -169468.863725 + Penalty 2376.579887 = -167092.283838
  nChanged 15
		SP:Iteration 5Q (3037.670000 sec): 3 clusters
  Score: Raw -169476.698217 + Penalty 2376.579887 = -167100.118331
  nChanged 13
		SP:Iteration 6Q (3037.680000 sec): 3 clusters
  Score: Raw -169482.906275 + Penalty 2376.579887 = -167106.326388
  nChanged 8
		SP:Iteration 7Q (3037.680000 sec): 3 clusters
  Score: Raw -169486.188685 + Penalty 2376.579887 = -167109.608798
  nChanged 5
		SP:Iteration 8Q (3037.690000 sec): 3 clusters
  Score: Raw -169489.666037 + Penalty 2376.579887 = -167113.086150
  nChanged 8
		SP:Iteration 9Q (3037.690000 sec): 3 clusters
  Score: Raw -169494.263495 + Penalty 2376.579887 = -167117.683608
  nChanged 7
		SP:Iteration 10Q (3037.690000 sec): 3 clusters
  Score: Raw -169499.608532 + Penalty 2376.579887 = -167123.028645
  nChanged 13
		SP:Iteration 11Q (3037.700000 sec): 3 clusters
  Score: Raw -169510.478867 + Penalty 2376.579887 = -167133.898980
  nChanged 10
		SP:Iteration 12Q (3037.700000 sec): 3 clusters
  Score: Raw -169515.585031 + Penalty 2376.579887 = -167139.005144
  nChanged 5
		SP:Iteration 13Q (3037.700000 sec): 3 clusters
  Score: Raw -169519.158391 + Penalty 2376.579887 = -167142.578504
  nChanged 7
		SP:Iteration 14Q (3037.710000 sec): 3 clusters
  Score: Raw -169522.847480 + Penalty 2376.579887 = -167146.267593
  nChanged 7
		SP:Iteration 15Q (3037.710000 sec): 3 clusters
  Score: Raw -169526.683185 + Penalty 2376.579887 = -167150.103298
  nChanged 8
		SP:Iteration 16Q (3037.710000 sec): 3 clusters
  Score: Raw -169529.975800 + Penalty 2376.579887 = -167153.395913
  nChanged 5
		SP:Iteration 17Q (3037.720000 sec): 3 clusters
  Score: Raw -169532.363642 + Penalty 2376.579887 = -167155.783755
  nChanged 5
		SP:Iteration 18Q (3037.720000 sec): 3 clusters
  Score: Raw -169536.257763 + Penalty 2376.579887 = -167159.677876
  nChanged 6
		SP:Iteration 19Q (3037.730000 sec): 3 clusters
  Score: Raw -169541.313758 + Penalty 2376.579887 = -167164.733871
  nChanged 7
		SP:Iteration 20F (3037.730000 sec): 3 clusters
  Score: Raw -169544.665148 + Penalty 2376.579887 = -167168.085261
  nChanged 7
		SP:Iteration 21Q (3037.730000 sec): 3 clusters
  Score: Raw -169548.806553 + Penalty 2376.579887 = -167172.226666
  nChanged 7
		SP:Iteration 22Q (3037.740000 sec): 3 clusters
  Score: Raw -169554.200457 + Penalty 2376.579887 = -167177.620570
  nChanged 7
		SP:Iteration 23Q (3037.740000 sec): 3 clusters
  Score: Raw -169559.378198 + Penalty 2376.579887 = -167182.798311
  nChanged 4
		SP:Iteration 24Q (3037.740000 sec): 3 clusters
  Score: Raw -169562.589616 + Penalty 2376.579887 = -167186.009729
  nChanged 3
		SP:Iteration 25Q (3037.750000 sec): 3 clusters
  Score: Raw -169564.168769 + Penalty 2376.579887 = -167187.588882
  nChanged 2
		SP:Iteration 26Q (3037.750000 sec): 3 clusters
  Score: Raw -169565.047918 + Penalty 2376.579887 = -167188.468031
  nChanged 1
		SP:Iteration 27Q (3037.750000 sec): 3 clusters
  Score: Raw -169565.868743 + Penalty 2376.579887 = -167189.288856
  nChanged 3
		SP:Iteration 28Q (3037.760000 sec): 3 clusters
  Score: Raw -169568.280782 + Penalty 2376.579887 = -167191.700895
  nChanged 3
		SP:Iteration 29Q (3037.760000 sec): 3 clusters
  Score: Raw -169569.505844 + Penalty 2376.579887 = -167192.925957
  nChanged 3
		SP:Iteration 30Q (3037.770000 sec): 3 clusters
  Score: Raw -169570.871305 + Penalty 2376.579887 = -167194.291419
  nChanged 4
		SP:Iteration 31Q (3037.770000 sec): 3 clusters
  Score: Raw -169572.386287 + Penalty 2376.579887 = -167195.806400
  nChanged 4
		SP:Iteration 32Q (3037.770000 sec): 3 clusters
  Score: Raw -169574.372821 + Penalty 2376.579887 = -167197.792934
  nChanged 6
		SP:Iteration 33Q (3037.780000 sec): 3 clusters
  Score: Raw -169576.796376 + Penalty 2376.579887 = -167200.216490
  nChanged 4
		SP:Iteration 34Q (3037.780000 sec): 3 clusters
  Score: Raw -169579.313837 + Penalty 2376.579887 = -167202.733950
  nChanged 1
		SP:Iteration 35Q (3037.780000 sec): 3 clusters
  Score: Raw -169579.497747 + Penalty 2376.579887 = -167202.917860
  nChanged 1
		SP:Iteration 36Q (3037.790000 sec): 3 clusters
  Score: Raw -169580.072401 + Penalty 2376.579887 = -167203.492515
  nChanged 2
		SP:Iteration 37Q (3037.790000 sec): 3 clusters
  Score: Raw -169580.873739 + Penalty 2376.579887 = -167204.293852
  nChanged 1
		SP:Iteration 38Q (3037.790000 sec): 3 clusters
  Score: Raw -169581.962300 + Penalty 2376.579887 = -167205.382413
  nChanged 2
		SP:Iteration 39Q (3037.800000 sec): 3 clusters
  Score: Raw -169583.118242 + Penalty 2376.579887 = -167206.538355
  nChanged 3
		SP:Iteration 40F (3037.800000 sec): 3 clusters
  Score: Raw -169586.055437 + Penalty 2376.579887 = -167209.475550
  nChanged 2
		SP:Iteration 41Q (3037.810000 sec): 3 clusters
  Score: Raw -169586.585653 + Penalty 2376.579887 = -167210.005766
  nChanged 1
		SP:Iteration 42Q (3037.810000 sec): 3 clusters
  Score: Raw -169587.336315 + Penalty 2376.579887 = -167210.756428
  nChanged 2
		SP:Iteration 43Q (3037.810000 sec): 3 clusters
  Score: Raw -169587.748493 + Penalty 2376.579887 = -167211.168606
  nChanged 2
		SP:Iteration 44Q (3037.820000 sec): 3 clusters
  Score: Raw -169588.401595 + Penalty 2376.579887 = -167211.821708
  nChanged 2
		SP:Iteration 45Q (3037.820000 sec): 3 clusters
  Score: Raw -169589.853694 + Penalty 2376.579887 = -167213.273808
  nChanged 4
		SP:Iteration 46Q (3037.830000 sec): 3 clusters
  Score: Raw -169591.892975 + Penalty 2376.579887 = -167215.313088
  nChanged 2
		SP:Iteration 47Q (3037.830000 sec): 3 clusters
  Score: Raw -169592.340231 + Penalty 2376.579887 = -167215.760344
  nChanged 0
		SP:Iteration 48F (3037.830000 sec): 3 clusters
  Score: Raw -169592.340231 + Penalty 2376.579887 = -167215.760344
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3037.850000 sec): 2 clusters
  Score: Raw -602896.402530 + Penalty 1394.795251 = -601501.607279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3037.860000 sec): 3 clusters
  Score: Raw -600114.657534 + Penalty 2789.590503 = -597325.067031
  nChanged 2187
		SP:Iteration 1F (3037.880000 sec): 3 clusters
  Score: Raw -601378.847810 + Penalty 2789.590503 = -598589.257307
  nChanged 428
		SP:Iteration 2F (3037.890000 sec): 3 clusters
  Score: Raw -601685.012871 + Penalty 2789.590503 = -598895.422368
  nChanged 339
		SP:Iteration 3F (3037.900000 sec): 3 clusters
  Score: Raw -601950.297572 + Penalty 2789.590503 = -599160.707069
  nChanged 325
		SP:Iteration 4F (3037.920000 sec): 3 clusters
  Score: Raw -602204.674147 + Penalty 2789.590503 = -599415.083644
  nChanged 315
		SP:Iteration 5F (3037.930000 sec): 3 clusters
  Score: Raw -602437.671092 + Penalty 2789.590503 = -599648.080589
  nChanged 280
		SP:Iteration 6F (3037.940000 sec): 3 clusters
  Score: Raw -602632.472716 + Penalty 2789.590503 = -599842.882213
  nChanged 248
		SP:Iteration 7Q (3037.960000 sec): 3 clusters
  Score: Raw -602772.172234 + Penalty 2789.590503 = -599982.581731
  nChanged 177
		SP:Iteration 8Q (3037.970000 sec): 3 clusters
  Score: Raw -602857.352085 + Penalty 2789.590503 = -600067.761582
  nChanged 130
		SP:Iteration 9Q (3037.980000 sec): 3 clusters
  Score: Raw -602925.920035 + Penalty 2789.590503 = -600136.329532
  nChanged 130
		SP:Iteration 10Q (3037.990000 sec): 3 clusters
  Score: Raw -602982.987219 + Penalty 2789.590503 = -600193.396716
  nChanged 93
		SP:Iteration 11Q (3038.010000 sec): 3 clusters
  Score: Raw -603017.849667 + Penalty 2789.590503 = -600228.259164
  nChanged 74
		SP:Iteration 12Q (3038.020000 sec): 3 clusters
  Score: Raw -603044.490573 + Penalty 2789.590503 = -600254.900070
  nChanged 62
		SP:Iteration 13Q (3038.030000 sec): 3 clusters
  Score: Raw -603064.668272 + Penalty 2789.590503 = -600275.077769
  nChanged 55
		SP:Iteration 14Q (3038.050000 sec): 3 clusters
  Score: Raw -603083.882605 + Penalty 2789.590503 = -600294.292102
  nChanged 42
		SP:Iteration 15Q (3038.060000 sec): 3 clusters
  Score: Raw -603098.525580 + Penalty 2789.590503 = -600308.935077
  nChanged 38
		SP:Iteration 16Q (3038.070000 sec): 3 clusters
  Score: Raw -603108.981521 + Penalty 2789.590503 = -600319.391019
  nChanged 32
		SP:Iteration 17Q (3038.080000 sec): 3 clusters
  Score: Raw -603117.864224 + Penalty 2789.590503 = -600328.273721
  nChanged 30
		SP:Iteration 18Q (3038.090000 sec): 3 clusters
  Score: Raw -603126.268281 + Penalty 2789.590503 = -600336.677778
  nChanged 32
		SP:Iteration 19Q (3038.110000 sec): 3 clusters
  Score: Raw -603136.284552 + Penalty 2789.590503 = -600346.694049
  nChanged 33
		SP:Iteration 20F (3038.120000 sec): 3 clusters
  Score: Raw -603147.059247 + Penalty 2789.590503 = -600357.468744
  nChanged 35
		SP:Iteration 21Q (3038.130000 sec): 3 clusters
  Score: Raw -603160.140913 + Penalty 2789.590503 = -600370.550410
  nChanged 32
		SP:Iteration 22Q (3038.150000 sec): 3 clusters
  Score: Raw -603174.461899 + Penalty 2789.590503 = -600384.871396
  nChanged 37
		SP:Iteration 23Q (3038.160000 sec): 3 clusters
  Score: Raw -603189.240816 + Penalty 2789.590503 = -600399.650313
  nChanged 40
		SP:Iteration 24Q (3038.170000 sec): 3 clusters
  Score: Raw -603206.421036 + Penalty 2789.590503 = -600416.830533
  nChanged 34
		SP:Iteration 25Q (3038.180000 sec): 3 clusters
  Score: Raw -603218.794040 + Penalty 2789.590503 = -600429.203537
  nChanged 24
		SP:Iteration 26Q (3038.190000 sec): 3 clusters
  Score: Raw -603226.432909 + Penalty 2789.590503 = -600436.842406
  nChanged 25
		SP:Iteration 27Q (3038.210000 sec): 3 clusters
  Score: Raw -603233.921208 + Penalty 2789.590503 = -600444.330705
  nChanged 21
		SP:Iteration 28Q (3038.220000 sec): 3 clusters
  Score: Raw -603240.659020 + Penalty 2789.590503 = -600451.068517
  nChanged 17
		SP:Iteration 29Q (3038.230000 sec): 3 clusters
  Score: Raw -603246.497141 + Penalty 2789.590503 = -600456.906638
  nChanged 21
		SP:Iteration 30Q (3038.250000 sec): 3 clusters
  Score: Raw -603258.063475 + Penalty 2789.590503 = -600468.472972
  nChanged 24
		SP:Iteration 31Q (3038.260000 sec): 3 clusters
  Score: Raw -603268.693270 + Penalty 2789.590503 = -600479.102767
  nChanged 24
		SP:Iteration 32Q (3038.270000 sec): 3 clusters
  Score: Raw -603277.826233 + Penalty 2789.590503 = -600488.235730
  nChanged 22
		SP:Iteration 33Q (3038.290000 sec): 3 clusters
  Score: Raw -603286.200168 + Penalty 2789.590503 = -600496.609665
  nChanged 25
		SP:Iteration 34Q (3038.300000 sec): 3 clusters
  Score: Raw -603295.633830 + Penalty 2789.590503 = -600506.043327
  nChanged 21
		SP:Iteration 35Q (3038.310000 sec): 3 clusters
  Score: Raw -603306.817606 + Penalty 2789.590503 = -600517.227103
  nChanged 21
		SP:Iteration 36Q (3038.320000 sec): 3 clusters
  Score: Raw -603320.151129 + Penalty 2789.590503 = -600530.560626
  nChanged 22
		SP:Iteration 37Q (3038.330000 sec): 3 clusters
  Score: Raw -603328.764696 + Penalty 2789.590503 = -600539.174193
  nChanged 21
		SP:Iteration 38Q (3038.350000 sec): 3 clusters
  Score: Raw -603336.581699 + Penalty 2789.590503 = -600546.991196
  nChanged 24
		SP:Iteration 39Q (3038.360000 sec): 3 clusters
  Score: Raw -603343.890697 + Penalty 2789.590503 = -600554.300194
  nChanged 14
		SP:Iteration 40F (3038.370000 sec): 3 clusters
  Score: Raw -603347.291163 + Penalty 2789.590503 = -600557.700660
  nChanged 13
		SP:Iteration 41Q (3038.390000 sec): 3 clusters
  Score: Raw -603350.367751 + Penalty 2789.590503 = -600560.777248
  nChanged 8
		SP:Iteration 42Q (3038.400000 sec): 3 clusters
  Score: Raw -603352.817427 + Penalty 2789.590503 = -600563.226924
  nChanged 11
		SP:Iteration 43Q (3038.410000 sec): 3 clusters
  Score: Raw -603356.142526 + Penalty 2789.590503 = -600566.552023
  nChanged 14
		SP:Iteration 44Q (3038.420000 sec): 3 clusters
  Score: Raw -603360.970355 + Penalty 2789.590503 = -600571.379852
  nChanged 11
		SP:Iteration 45Q (3038.430000 sec): 3 clusters
  Score: Raw -603365.173023 + Penalty 2789.590503 = -600575.582520
  nChanged 13
		SP:Iteration 46Q (3038.450000 sec): 3 clusters
  Score: Raw -603370.257654 + Penalty 2789.590503 = -600580.667151
  nChanged 11
		SP:Iteration 47Q (3038.460000 sec): 3 clusters
  Score: Raw -603374.710937 + Penalty 2789.590503 = -600585.120434
  nChanged 9
		SP:Iteration 48Q (3038.470000 sec): 3 clusters
  Score: Raw -603378.749409 + Penalty 2789.590503 = -600589.158906
  nChanged 9
		SP:Iteration 49Q (3038.490000 sec): 3 clusters
  Score: Raw -603382.831746 + Penalty 2789.590503 = -600593.241243
  nChanged 16
		SP:Iteration 50Q (3038.500000 sec): 3 clusters
  Score: Raw -603390.228875 + Penalty 2789.590503 = -600600.638372
  nChanged 15
		SP:Iteration 51Q (3038.510000 sec): 3 clusters
  Score: Raw -603394.201882 + Penalty 2789.590503 = -600604.611379
  nChanged 6
		SP:Iteration 52Q (3038.520000 sec): 3 clusters
  Score: Raw -603396.138067 + Penalty 2789.590503 = -600606.547564
  nChanged 8
		SP:Iteration 53Q (3038.530000 sec): 3 clusters
  Score: Raw -603400.140276 + Penalty 2789.590503 = -600610.549773
  nChanged 11
		SP:Iteration 54Q (3038.550000 sec): 3 clusters
  Score: Raw -603404.213840 + Penalty 2789.590503 = -600614.623338
  nChanged 7
		SP:Iteration 55Q (3038.560000 sec): 3 clusters
  Score: Raw -603406.114799 + Penalty 2789.590503 = -600616.524296
  nChanged 9
		SP:Iteration 56Q (3038.570000 sec): 3 clusters
  Score: Raw -603408.813179 + Penalty 2789.590503 = -600619.222676
  nChanged 6
		SP:Iteration 57Q (3038.580000 sec): 3 clusters
  Score: Raw -603411.136008 + Penalty 2789.590503 = -600621.545505
  nChanged 8
		SP:Iteration 58Q (3038.590000 sec): 3 clusters
  Score: Raw -603413.041934 + Penalty 2789.590503 = -600623.451431
  nChanged 3
		SP:Iteration 59Q (3038.610000 sec): 3 clusters
  Score: Raw -603413.913720 + Penalty 2789.590503 = -600624.323217
  nChanged 5
		SP:Iteration 60F (3038.620000 sec): 3 clusters
  Score: Raw -603414.959927 + Penalty 2789.590503 = -600625.369424
  nChanged 2
		SP:Iteration 61Q (3038.630000 sec): 3 clusters
  Score: Raw -603415.460617 + Penalty 2789.590503 = -600625.870114
  nChanged 3
		SP:Iteration 62Q (3038.650000 sec): 3 clusters
  Score: Raw -603416.174012 + Penalty 2789.590503 = -600626.583509
  nChanged 3
		SP:Iteration 63Q (3038.660000 sec): 3 clusters
  Score: Raw -603416.917269 + Penalty 2789.590503 = -600627.326766
  nChanged 2
		SP:Iteration 64Q (3038.670000 sec): 3 clusters
  Score: Raw -603417.166718 + Penalty 2789.590503 = -600627.576215
  nChanged 0
		SP:Iteration 65F (3038.680000 sec): 3 clusters
  Score: Raw -603417.166718 + Penalty 2789.590503 = -600627.576215
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3038.690000 sec): 2 clusters
  Score: Raw -99060.009109 + Penalty 1107.363221 = -97952.645888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3038.690000 sec): 3 clusters
  Score: Raw -98764.356814 + Penalty 2214.726442 = -96549.630372
  nChanged 285
		SP:Iteration 1F (3038.690000 sec): 3 clusters
  Score: Raw -99031.637162 + Penalty 2214.726442 = -96816.910720
  nChanged 80
		SP:Iteration 2F (3038.700000 sec): 3 clusters
  Score: Raw -99157.843100 + Penalty 2214.726442 = -96943.116658
  nChanged 51
		SP:Iteration 3F (3038.700000 sec): 3 clusters
  Score: Raw -99251.431343 + Penalty 2214.726442 = -97036.704902
  nChanged 49
		SP:Iteration 4F (3038.700000 sec): 3 clusters
  Score: Raw -99344.108751 + Penalty 2214.726442 = -97129.382310
  nChanged 55
		SP:Iteration 5F (3038.710000 sec): 3 clusters
  Score: Raw -99477.145663 + Penalty 2214.726442 = -97262.419221
  nChanged 63
		SP:Iteration 6F (3038.710000 sec): 3 clusters
  Score: Raw -99684.241590 + Penalty 2214.726442 = -97469.515148
  nChanged 53
		SP:Iteration 7F (3038.710000 sec): 3 clusters
  Score: Raw -99980.704393 + Penalty 2214.726442 = -97765.977951
  nChanged 43
		SP:Iteration 8Q (3038.710000 sec): 3 clusters
  Score: Raw -100304.023518 + Penalty 2214.726442 = -98089.297076
  nChanged 19
		SP:Iteration 9Q (3038.710000 sec): 3 clusters
  Score: Raw -100388.016126 + Penalty 2214.726442 = -98173.289685
  nChanged 10
		SP:Iteration 10Q (3038.710000 sec): 3 clusters
  Score: Raw -100426.834308 + Penalty 2214.726442 = -98212.107866
  nChanged 2
		SP:Iteration 11Q (3038.710000 sec): 3 clusters
  Score: Raw -100430.021477 + Penalty 2214.726442 = -98215.295036
  nChanged 2
		SP:Iteration 12Q (3038.720000 sec): 3 clusters
  Score: Raw -100432.458183 + Penalty 2214.726442 = -98217.731741
  nChanged 2
		SP:Iteration 13Q (3038.720000 sec): 3 clusters
  Score: Raw -100435.223974 + Penalty 2214.726442 = -98220.497532
  nChanged 2
		SP:Iteration 14Q (3038.720000 sec): 3 clusters
  Score: Raw -100440.631097 + Penalty 2214.726442 = -98225.904655
  nChanged 2
		SP:Iteration 15Q (3038.720000 sec): 3 clusters
  Score: Raw -100448.627642 + Penalty 2214.726442 = -98233.901200
  nChanged 1
		SP:Iteration 16Q (3038.730000 sec): 3 clusters
  Score: Raw -100448.920420 + Penalty 2214.726442 = -98234.193979
  nChanged 0
		SP:Iteration 17F (3038.730000 sec): 3 clusters
  Score: Raw -100448.920420 + Penalty 2214.726442 = -98234.193979
  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 12.42 GB.

 Trying to split cluster 18 (19389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3038.790000 sec): 2 clusters
  Score: Raw -2253086.112432 + Penalty 1604.274941 = -2251481.837492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3038.840000 sec): 3 clusters
  Score: Raw -2241540.011440 + Penalty 3208.549882 = -2238331.461559
  nChanged 8704
		SP:Iteration 1F (3038.890000 sec): 3 clusters
  Score: Raw -2246441.280466 + Penalty 3208.549882 = -2243232.730584
  nChanged 1078
		SP:Iteration 2F (3038.940000 sec): 3 clusters
  Score: Raw -2246906.617621 + Penalty 3208.549882 = -2243698.067739
  nChanged 1121
		SP:Iteration 3F (3038.990000 sec): 3 clusters
  Score: Raw -2247454.198644 + Penalty 3208.549882 = -2244245.648762
  nChanged 1182
		SP:Iteration 4F (3039.040000 sec): 3 clusters
  Score: Raw -2248135.830867 + Penalty 3208.549882 = -2244927.280986
  nChanged 1319
		SP:Iteration 5F (3039.090000 sec): 3 clusters
  Score: Raw -2248978.698705 + Penalty 3208.549882 = -2245770.148823
  nChanged 1240
		SP:Iteration 6F (3039.140000 sec): 3 clusters
  Score: Raw -2249780.677857 + Penalty 3208.549882 = -2246572.127975
  nChanged 1144
		SP:Iteration 7F (3039.190000 sec): 3 clusters
  Score: Raw -2250558.189172 + Penalty 3208.549882 = -2247349.639291
  nChanged 927
		SP:Iteration 8Q (3039.240000 sec): 3 clusters
  Score: Raw -2251180.267495 + Penalty 3208.549882 = -2247971.717614
  nChanged 770
		SP:Iteration 9Q (3039.290000 sec): 3 clusters
  Score: Raw -2251698.136053 + Penalty 3208.549882 = -2248489.586172
  nChanged 614
		SP:Iteration 10Q (3039.340000 sec): 3 clusters
  Score: Raw -2252111.946652 + Penalty 3208.549882 = -2248903.396770
  nChanged 485
		SP:Iteration 11Q (3039.390000 sec): 3 clusters
  Score: Raw -2252448.706978 + Penalty 3208.549882 = -2249240.157097
  nChanged 365
		SP:Iteration 12Q (3039.440000 sec): 3 clusters
  Score: Raw -2252700.248439 + Penalty 3208.549882 = -2249491.698558
  nChanged 255
		SP:Iteration 13Q (3039.490000 sec): 3 clusters
  Score: Raw -2252877.888819 + Penalty 3208.549882 = -2249669.338938
  nChanged 184
		SP:Iteration 14Q (3039.530000 sec): 3 clusters
  Score: Raw -2253019.316633 + Penalty 3208.549882 = -2249810.766752
  nChanged 113
		SP:Iteration 15Q (3039.570000 sec): 3 clusters
  Score: Raw -2253109.388076 + Penalty 3208.549882 = -2249900.838194
  nChanged 80
		SP:Iteration 16Q (3039.620000 sec): 3 clusters
  Score: Raw -2253175.542921 + Penalty 3208.549882 = -2249966.993039
  nChanged 59
		SP:Iteration 17Q (3039.660000 sec): 3 clusters
  Score: Raw -2253222.282608 + Penalty 3208.549882 = -2250013.732726
  nChanged 43
		SP:Iteration 18Q (3039.700000 sec): 3 clusters
  Score: Raw -2253255.006158 + Penalty 3208.549882 = -2250046.456276
  nChanged 32
		SP:Iteration 19Q (3039.740000 sec): 3 clusters
  Score: Raw -2253278.903500 + Penalty 3208.549882 = -2250070.353618
  nChanged 20
		SP:Iteration 20F (3039.790000 sec): 3 clusters
  Score: Raw -2253290.956954 + Penalty 3208.549882 = -2250082.407073
  nChanged 9
		SP:Iteration 21Q (3039.820000 sec): 3 clusters
  Score: Raw -2253296.521793 + Penalty 3208.549882 = -2250087.971911
  nChanged 5
		SP:Iteration 22Q (3039.860000 sec): 3 clusters
  Score: Raw -2253298.663690 + Penalty 3208.549882 = -2250090.113809
  nChanged 1
		SP:Iteration 23Q (3039.900000 sec): 3 clusters
  Score: Raw -2253298.995112 + Penalty 3208.549882 = -2250090.445230
  nChanged 0
		SP:Iteration 24F (3039.950000 sec): 3 clusters
  Score: Raw -2253298.995112 + Penalty 3208.549882 = -2250090.445230
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (6741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3039.980000 sec): 2 clusters
  Score: Raw -773245.093544 + Penalty 1432.594079 = -771812.499466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3039.990000 sec): 3 clusters
  Score: Raw -769635.249955 + Penalty 2865.188157 = -766770.061797
  nChanged 2799
		SP:Iteration 1F (3040.010000 sec): 3 clusters
  Score: Raw -771117.954528 + Penalty 2865.188157 = -768252.766371
  nChanged 452
		SP:Iteration 2F (3040.030000 sec): 3 clusters
  Score: Raw -771355.862779 + Penalty 2865.188157 = -768490.674621
  nChanged 370
		SP:Iteration 3F (3040.050000 sec): 3 clusters
  Score: Raw -771544.898713 + Penalty 2865.188157 = -768679.710556
  nChanged 314
		SP:Iteration 4Q (3040.060000 sec): 3 clusters
  Score: Raw -771676.858790 + Penalty 2865.188157 = -768811.670633
  nChanged 234
		SP:Iteration 5Q (3040.080000 sec): 3 clusters
  Score: Raw -771771.738569 + Penalty 2865.188157 = -768906.550411
  nChanged 205
		SP:Iteration 6Q (3040.090000 sec): 3 clusters
  Score: Raw -771852.815858 + Penalty 2865.188157 = -768987.627701
  nChanged 193
		SP:Iteration 7Q (3040.110000 sec): 3 clusters
  Score: Raw -771932.554341 + Penalty 2865.188157 = -769067.366184
  nChanged 181
		SP:Iteration 8Q (3040.130000 sec): 3 clusters
  Score: Raw -772007.729763 + Penalty 2865.188157 = -769142.541606
  nChanged 189
		SP:Iteration 9Q (3040.150000 sec): 3 clusters
  Score: Raw -772090.928340 + Penalty 2865.188157 = -769225.740183
  nChanged 200
		SP:Iteration 10Q (3040.160000 sec): 3 clusters
  Score: Raw -772185.439935 + Penalty 2865.188157 = -769320.251777
  nChanged 204
		SP:Iteration 11Q (3040.180000 sec): 3 clusters
  Score: Raw -772286.982705 + Penalty 2865.188157 = -769421.794548
  nChanged 193
		SP:Iteration 12Q (3040.190000 sec): 3 clusters
  Score: Raw -772395.406843 + Penalty 2865.188157 = -769530.218686
  nChanged 199
		SP:Iteration 13Q (3040.210000 sec): 3 clusters
  Score: Raw -772505.863126 + Penalty 2865.188157 = -769640.674968
  nChanged 193
		SP:Iteration 14Q (3040.230000 sec): 3 clusters
  Score: Raw -772617.151412 + Penalty 2865.188157 = -769751.963255
  nChanged 169
		SP:Iteration 15Q (3040.240000 sec): 3 clusters
  Score: Raw -772726.276678 + Penalty 2865.188157 = -769861.088521
  nChanged 162
		SP:Iteration 16Q (3040.260000 sec): 3 clusters
  Score: Raw -772836.149394 + Penalty 2865.188157 = -769970.961237
  nChanged 144
		SP:Iteration 17Q (3040.270000 sec): 3 clusters
  Score: Raw -772944.434495 + Penalty 2865.188157 = -770079.246338
  nChanged 135
		SP:Iteration 18Q (3040.290000 sec): 3 clusters
  Score: Raw -773046.689519 + Penalty 2865.188157 = -770181.501361
  nChanged 108
		SP:Iteration 19Q (3040.310000 sec): 3 clusters
  Score: Raw -773138.625572 + Penalty 2865.188157 = -770273.437414
  nChanged 95
		SP:Iteration 20F (3040.320000 sec): 3 clusters
  Score: Raw -773214.321471 + Penalty 2865.188157 = -770349.133314
  nChanged 72
		SP:Iteration 21Q (3040.330000 sec): 3 clusters
  Score: Raw -773264.564410 + Penalty 2865.188157 = -770399.376252
  nChanged 53
		SP:Iteration 22Q (3040.350000 sec): 3 clusters
  Score: Raw -773292.262591 + Penalty 2865.188157 = -770427.074433
  nChanged 43
		SP:Iteration 23Q (3040.360000 sec): 3 clusters
  Score: Raw -773311.834633 + Penalty 2865.188157 = -770446.646476
  nChanged 36
		SP:Iteration 24Q (3040.380000 sec): 3 clusters
  Score: Raw -773331.870364 + Penalty 2865.188157 = -770466.682207
  nChanged 37
		SP:Iteration 25Q (3040.390000 sec): 3 clusters
  Score: Raw -773352.997563 + Penalty 2865.188157 = -770487.809406
  nChanged 26
		SP:Iteration 26Q (3040.400000 sec): 3 clusters
  Score: Raw -773367.629860 + Penalty 2865.188157 = -770502.441703
  nChanged 26
		SP:Iteration 27Q (3040.420000 sec): 3 clusters
  Score: Raw -773379.463166 + Penalty 2865.188157 = -770514.275009
  nChanged 19
		SP:Iteration 28Q (3040.430000 sec): 3 clusters
  Score: Raw -773386.200714 + Penalty 2865.188157 = -770521.012557
  nChanged 17
		SP:Iteration 29Q (3040.440000 sec): 3 clusters
  Score: Raw -773393.909899 + Penalty 2865.188157 = -770528.721742
  nChanged 16
		SP:Iteration 30Q (3040.460000 sec): 3 clusters
  Score: Raw -773398.684234 + Penalty 2865.188157 = -770533.496077
  nChanged 8
		SP:Iteration 31Q (3040.470000 sec): 3 clusters
  Score: Raw -773401.750399 + Penalty 2865.188157 = -770536.562242
  nChanged 9
		SP:Iteration 32Q (3040.480000 sec): 3 clusters
  Score: Raw -773406.201956 + Penalty 2865.188157 = -770541.013799
  nChanged 9
		SP:Iteration 33Q (3040.490000 sec): 3 clusters
  Score: Raw -773411.360700 + Penalty 2865.188157 = -770546.172542
  nChanged 10
		SP:Iteration 34Q (3040.510000 sec): 3 clusters
  Score: Raw -773415.694342 + Penalty 2865.188157 = -770550.506184
  nChanged 11
		SP:Iteration 35Q (3040.520000 sec): 3 clusters
  Score: Raw -773421.470606 + Penalty 2865.188157 = -770556.282449
  nChanged 11
		SP:Iteration 36Q (3040.530000 sec): 3 clusters
  Score: Raw -773426.197297 + Penalty 2865.188157 = -770561.009140
  nChanged 10
		SP:Iteration 37Q (3040.550000 sec): 3 clusters
  Score: Raw -773429.637407 + Penalty 2865.188157 = -770564.449250
  nChanged 6
		SP:Iteration 38Q (3040.560000 sec): 3 clusters
  Score: Raw -773432.559139 + Penalty 2865.188157 = -770567.370981
  nChanged 8
		SP:Iteration 39Q (3040.570000 sec): 3 clusters
  Score: Raw -773437.161951 + Penalty 2865.188157 = -770571.973793
  nChanged 9
		SP:Iteration 40F (3040.590000 sec): 3 clusters
  Score: Raw -773443.619692 + Penalty 2865.188157 = -770578.431535
  nChanged 16
		SP:Iteration 41Q (3040.610000 sec): 3 clusters
  Score: Raw -773450.602878 + Penalty 2865.188157 = -770585.414721
  nChanged 11
		SP:Iteration 42Q (3040.620000 sec): 3 clusters
  Score: Raw -773455.092352 + Penalty 2865.188157 = -770589.904195
  nChanged 9
		SP:Iteration 43Q (3040.630000 sec): 3 clusters
  Score: Raw -773458.143965 + Penalty 2865.188157 = -770592.955808
  nChanged 10
		SP:Iteration 44Q (3040.640000 sec): 3 clusters
  Score: Raw -773461.850929 + Penalty 2865.188157 = -770596.662772
  nChanged 6
		SP:Iteration 45Q (3040.660000 sec): 3 clusters
  Score: Raw -773463.671138 + Penalty 2865.188157 = -770598.482981
  nChanged 3
		SP:Iteration 46Q (3040.670000 sec): 3 clusters
  Score: Raw -773465.576186 + Penalty 2865.188157 = -770600.388029
  nChanged 4
		SP:Iteration 47Q (3040.680000 sec): 3 clusters
  Score: Raw -773467.279180 + Penalty 2865.188157 = -770602.091022
  nChanged 6
		SP:Iteration 48Q (3040.690000 sec): 3 clusters
  Score: Raw -773469.481290 + Penalty 2865.188157 = -770604.293133
  nChanged 2
		SP:Iteration 49Q (3040.710000 sec): 3 clusters
  Score: Raw -773470.704534 + Penalty 2865.188157 = -770605.516377
  nChanged 1
		SP:Iteration 50Q (3040.720000 sec): 3 clusters
  Score: Raw -773471.531966 + Penalty 2865.188157 = -770606.343808
  nChanged 2
		SP:Iteration 51Q (3040.730000 sec): 3 clusters
  Score: Raw -773472.053535 + Penalty 2865.188157 = -770606.865378
  nChanged 1
		SP:Iteration 52Q (3040.750000 sec): 3 clusters
  Score: Raw -773472.224161 + Penalty 2865.188157 = -770607.036004
  nChanged 1
		SP:Iteration 53Q (3040.770000 sec): 3 clusters
  Score: Raw -773472.569520 + Penalty 2865.188157 = -770607.381363
  nChanged 1
		SP:Iteration 54Q (3040.780000 sec): 3 clusters
  Score: Raw -773472.693579 + Penalty 2865.188157 = -770607.505422
  nChanged 0
		SP:Iteration 55F (3040.800000 sec): 3 clusters
  Score: Raw -773472.693579 + Penalty 2865.188157 = -770607.505422
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (501073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3042.240000 sec): 2 clusters
  Score: Raw -58556851.870306 + Penalty 2132.732400 = -58554719.137906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3043.560000 sec): 3 clusters
  Score: Raw -58219760.494440 + Penalty 4265.464800 = -58215495.029640
  nChanged 245335
		SP:Iteration 1F (3044.880000 sec): 3 clusters
  Score: Raw -58374145.481761 + Penalty 4265.464800 = -58369880.016960
  nChanged 20025
		SP:Iteration 2Q (3046.240000 sec): 3 clusters
  Score: Raw -58381258.744482 + Penalty 4265.464800 = -58376993.279682
  nChanged 24357
		SP:Iteration 3Q (3047.580000 sec): 3 clusters
  Score: Raw -58392264.387269 + Penalty 4265.464800 = -58387998.922469
  nChanged 28862
		SP:Iteration 4F (3048.900000 sec): 3 clusters
  Score: Raw -58408689.670848 + Penalty 4265.464800 = -58404424.206048
  nChanged 32452
		SP:Iteration 5F (3050.210000 sec): 3 clusters
  Score: Raw -58431348.607418 + Penalty 4265.464800 = -58427083.142617
  nChanged 32793
		SP:Iteration 6F (3051.520000 sec): 3 clusters
  Score: Raw -58457573.402859 + Penalty 4265.464800 = -58453307.938058
  nChanged 28679
		SP:Iteration 7F (3052.840000 sec): 3 clusters
  Score: Raw -58480973.189399 + Penalty 4265.464800 = -58476707.724598
  nChanged 22442
		SP:Iteration 8Q (3054.110000 sec): 3 clusters
  Score: Raw -58497732.875345 + Penalty 4265.464800 = -58493467.410545
  nChanged 16349
		SP:Iteration 9Q (3055.330000 sec): 3 clusters
  Score: Raw -58508269.101966 + Penalty 4265.464800 = -58504003.637166
  nChanged 12627
		SP:Iteration 10Q (3056.490000 sec): 3 clusters
  Score: Raw -58515728.928922 + Penalty 4265.464800 = -58511463.464122
  nChanged 11167
		SP:Iteration 11Q (3057.610000 sec): 3 clusters
  Score: Raw -58522174.786641 + Penalty 4265.464800 = -58517909.321841
  nChanged 10133
		SP:Iteration 12Q (3058.700000 sec): 3 clusters
  Score: Raw -58528090.033495 + Penalty 4265.464800 = -58523824.568695
  nChanged 9176
		SP:Iteration 13Q (3059.760000 sec): 3 clusters
  Score: Raw -58533685.225333 + Penalty 4265.464800 = -58529419.760533
  nChanged 8260
		SP:Iteration 14Q (3060.790000 sec): 3 clusters
  Score: Raw -58538967.700539 + Penalty 4265.464800 = -58534702.235738
  nChanged 7157
		SP:Iteration 15Q (3061.790000 sec): 3 clusters
  Score: Raw -58543825.388011 + Penalty 4265.464800 = -58539559.923210
  nChanged 6007
		SP:Iteration 16Q (3062.760000 sec): 3 clusters
  Score: Raw -58548165.517169 + Penalty 4265.464800 = -58543900.052368
  nChanged 4513
		SP:Iteration 17Q (3063.710000 sec): 3 clusters
  Score: Raw -58551433.040927 + Penalty 4265.464800 = -58547167.576127
  nChanged 3175
		SP:Iteration 18Q (3064.650000 sec): 3 clusters
  Score: Raw -58553693.784660 + Penalty 4265.464800 = -58549428.319859
  nChanged 2107
		SP:Iteration 19Q (3065.570000 sec): 3 clusters
  Score: Raw -58555170.121438 + Penalty 4265.464800 = -58550904.656637
  nChanged 1319
		SP:Iteration 20F (3066.860000 sec): 3 clusters
  Score: Raw -58556069.983007 + Penalty 4265.464800 = -58551804.518206
  nChanged 806
		SP:Iteration 21Q (3067.770000 sec): 3 clusters
  Score: Raw -58556592.347344 + Penalty 4265.464800 = -58552326.882543
  nChanged 518
		SP:Iteration 22Q (3068.670000 sec): 3 clusters
  Score: Raw -58556916.459486 + Penalty 4265.464800 = -58552650.994686
  nChanged 332
		SP:Iteration 23Q (3069.580000 sec): 3 clusters
  Score: Raw -58557118.327619 + Penalty 4265.464800 = -58552852.862819
  nChanged 253
		SP:Iteration 24Q (3070.480000 sec): 3 clusters
  Score: Raw -58557272.224100 + Penalty 4265.464800 = -58553006.759299
  nChanged 212
		SP:Iteration 25Q (3071.380000 sec): 3 clusters
  Score: Raw -58557383.249052 + Penalty 4265.464800 = -58553117.784252
  nChanged 164
		SP:Iteration 26Q (3072.270000 sec): 3 clusters
  Score: Raw -58557463.273236 + Penalty 4265.464800 = -58553197.808436
  nChanged 119
		SP:Iteration 27Q (3073.170000 sec): 3 clusters
  Score: Raw -58557514.802093 + Penalty 4265.464800 = -58553249.337292
  nChanged 112
		SP:Iteration 28Q (3074.070000 sec): 3 clusters
  Score: Raw -58557565.105469 + Penalty 4265.464800 = -58553299.640669
  nChanged 101
		SP:Iteration 29Q (3074.960000 sec): 3 clusters
  Score: Raw -58557610.106198 + Penalty 4265.464800 = -58553344.641398
  nChanged 95
		SP:Iteration 30Q (3075.850000 sec): 3 clusters
  Score: Raw -58557646.109024 + Penalty 4265.464800 = -58553380.644223
  nChanged 68
		SP:Iteration 31Q (3076.750000 sec): 3 clusters
  Score: Raw -58557668.845827 + Penalty 4265.464800 = -58553403.381027
  nChanged 61
		SP:Iteration 32Q (3077.640000 sec): 3 clusters
  Score: Raw -58557689.199693 + Penalty 4265.464800 = -58553423.734893
  nChanged 54
		SP:Iteration 33Q (3078.540000 sec): 3 clusters
  Score: Raw -58557705.545358 + Penalty 4265.464800 = -58553440.080557
  nChanged 38
		SP:Iteration 34Q (3079.430000 sec): 3 clusters
  Score: Raw -58557718.093179 + Penalty 4265.464800 = -58553452.628379
  nChanged 43
		SP:Iteration 35Q (3080.320000 sec): 3 clusters
  Score: Raw -58557731.204143 + Penalty 4265.464800 = -58553465.739343
  nChanged 26
		SP:Iteration 36Q (3081.210000 sec): 3 clusters
  Score: Raw -58557737.116459 + Penalty 4265.464800 = -58553471.651659
  nChanged 20
		SP:Iteration 37Q (3082.100000 sec): 3 clusters
  Score: Raw -58557742.263586 + Penalty 4265.464800 = -58553476.798786
  nChanged 17
		SP:Iteration 38Q (3082.990000 sec): 3 clusters
  Score: Raw -58557745.693102 + Penalty 4265.464800 = -58553480.228301
  nChanged 9
		SP:Iteration 39Q (3083.880000 sec): 3 clusters
  Score: Raw -58557747.814695 + Penalty 4265.464800 = -58553482.349895
  nChanged 9
		SP:Iteration 40F (3085.170000 sec): 3 clusters
  Score: Raw -58557765.387389 + Penalty 4265.464800 = -58553499.922588
  nChanged 19
		SP:Iteration 41Q (3086.070000 sec): 3 clusters
  Score: Raw -58557771.326925 + Penalty 4265.464800 = -58553505.862125
  nChanged 13
		SP:Iteration 42Q (3086.990000 sec): 3 clusters
  Score: Raw -58557774.320170 + Penalty 4265.464800 = -58553508.855370
  nChanged 19
		SP:Iteration 43Q (3087.900000 sec): 3 clusters
  Score: Raw -58557778.288913 + Penalty 4265.464800 = -58553512.824113
  nChanged 12
		SP:Iteration 44Q (3088.800000 sec): 3 clusters
  Score: Raw -58557780.646042 + Penalty 4265.464800 = -58553515.181242
  nChanged 16
		SP:Iteration 45Q (3089.700000 sec): 3 clusters
  Score: Raw -58557784.854209 + Penalty 4265.464800 = -58553519.389409
  nChanged 22
		SP:Iteration 46Q (3090.600000 sec): 3 clusters
  Score: Raw -58557790.260318 + Penalty 4265.464800 = -58553524.795518
  nChanged 23
		SP:Iteration 47Q (3091.490000 sec): 3 clusters
  Score: Raw -58557796.112774 + Penalty 4265.464800 = -58553530.647973
  nChanged 22
		SP:Iteration 48Q (3092.390000 sec): 3 clusters
  Score: Raw -58557803.633757 + Penalty 4265.464800 = -58553538.168956
  nChanged 22
		SP:Iteration 49Q (3093.280000 sec): 3 clusters
  Score: Raw -58557809.044673 + Penalty 4265.464800 = -58553543.579873
  nChanged 16
		SP:Iteration 50Q (3094.180000 sec): 3 clusters
  Score: Raw -58557812.280521 + Penalty 4265.464800 = -58553546.815721
  nChanged 10
		SP:Iteration 51Q (3095.070000 sec): 3 clusters
  Score: Raw -58557814.299998 + Penalty 4265.464800 = -58553548.835198
  nChanged 11
		SP:Iteration 52Q (3095.960000 sec): 3 clusters
  Score: Raw -58557816.803751 + Penalty 4265.464800 = -58553551.338951
  nChanged 15
		SP:Iteration 53Q (3096.860000 sec): 3 clusters
  Score: Raw -58557819.766058 + Penalty 4265.464800 = -58553554.301257
  nChanged 16
		SP:Iteration 54Q (3097.750000 sec): 3 clusters
  Score: Raw -58557823.487800 + Penalty 4265.464800 = -58553558.022999
  nChanged 20
		SP:Iteration 55Q (3098.650000 sec): 3 clusters
  Score: Raw -58557828.675516 + Penalty 4265.464800 = -58553563.210715
  nChanged 20
		SP:Iteration 56Q (3099.550000 sec): 3 clusters
  Score: Raw -58557834.014136 + Penalty 4265.464800 = -58553568.549335
  nChanged 17
		SP:Iteration 57Q (3100.440000 sec): 3 clusters
  Score: Raw -58557837.756725 + Penalty 4265.464800 = -58553572.291924
  nChanged 19
		SP:Iteration 58Q (3101.340000 sec): 3 clusters
  Score: Raw -58557841.720866 + Penalty 4265.464800 = -58553576.256066
  nChanged 18
		SP:Iteration 59Q (3102.240000 sec): 3 clusters
  Score: Raw -58557845.072558 + Penalty 4265.464800 = -58553579.607758
  nChanged 20
		SP:Iteration 60F (3103.530000 sec): 3 clusters
  Score: Raw -58557849.088775 + Penalty 4265.464800 = -58553583.623974
  nChanged 18
		SP:Iteration 61Q (3104.430000 sec): 3 clusters
  Score: Raw -58557852.987126 + Penalty 4265.464800 = -58553587.522326
  nChanged 28
		SP:Iteration 62Q (3105.330000 sec): 3 clusters
  Score: Raw -58557860.300955 + Penalty 4265.464800 = -58553594.836155
  nChanged 33
		SP:Iteration 63Q (3106.230000 sec): 3 clusters
  Score: Raw -58557870.223331 + Penalty 4265.464800 = -58553604.758530
  nChanged 32
		SP:Iteration 64Q (3107.150000 sec): 3 clusters
  Score: Raw -58557879.666072 + Penalty 4265.464800 = -58553614.201272
  nChanged 31
		SP:Iteration 65Q (3108.050000 sec): 3 clusters
  Score: Raw -58557886.382478 + Penalty 4265.464800 = -58553620.917678
  nChanged 29
		SP:Iteration 66Q (3108.950000 sec): 3 clusters
  Score: Raw -58557894.280718 + Penalty 4265.464800 = -58553628.815918
  nChanged 23
		SP:Iteration 67Q (3109.840000 sec): 3 clusters
  Score: Raw -58557899.920725 + Penalty 4265.464800 = -58553634.455925
  nChanged 32
		SP:Iteration 68Q (3110.740000 sec): 3 clusters
  Score: Raw -58557906.978224 + Penalty 4265.464800 = -58553641.513423
  nChanged 23
		SP:Iteration 69Q (3111.640000 sec): 3 clusters
  Score: Raw -58557912.072898 + Penalty 4265.464800 = -58553646.608098
  nChanged 16
		SP:Iteration 70Q (3112.530000 sec): 3 clusters
  Score: Raw -58557914.571569 + Penalty 4265.464800 = -58553649.106768
  nChanged 18
		SP:Iteration 71Q (3113.420000 sec): 3 clusters
  Score: Raw -58557917.937782 + Penalty 4265.464800 = -58553652.472982
  nChanged 11
		SP:Iteration 72Q (3114.320000 sec): 3 clusters
  Score: Raw -58557920.273061 + Penalty 4265.464800 = -58553654.808261
  nChanged 9
		SP:Iteration 73Q (3115.210000 sec): 3 clusters
  Score: Raw -58557922.322384 + Penalty 4265.464800 = -58553656.857583
  nChanged 18
		SP:Iteration 74Q (3116.110000 sec): 3 clusters
  Score: Raw -58557925.585857 + Penalty 4265.464800 = -58553660.121057
  nChanged 16
		SP:Iteration 75Q (3117.000000 sec): 3 clusters
  Score: Raw -58557928.037058 + Penalty 4265.464800 = -58553662.572258
  nChanged 11
		SP:Iteration 76Q (3117.900000 sec): 3 clusters
  Score: Raw -58557930.953285 + Penalty 4265.464800 = -58553665.488485
  nChanged 16
		SP:Iteration 77Q (3118.800000 sec): 3 clusters
  Score: Raw -58557934.190153 + Penalty 4265.464800 = -58553668.725353
  nChanged 16
		SP:Iteration 78Q (3119.700000 sec): 3 clusters
  Score: Raw -58557937.400205 + Penalty 4265.464800 = -58553671.935405
  nChanged 14
		SP:Iteration 79Q (3120.600000 sec): 3 clusters
  Score: Raw -58557939.586928 + Penalty 4265.464800 = -58553674.122128
  nChanged 13
		SP:Iteration 80F (3121.890000 sec): 3 clusters
  Score: Raw -58557942.434680 + Penalty 4265.464800 = -58553676.969880
  nChanged 14
		SP:Iteration 81Q (3122.810000 sec): 3 clusters
  Score: Raw -58557944.998673 + Penalty 4265.464800 = -58553679.533873
  nChanged 15
		SP:Iteration 82Q (3123.700000 sec): 3 clusters
  Score: Raw -58557947.737919 + Penalty 4265.464800 = -58553682.273118
  nChanged 21
		SP:Iteration 83Q (3124.600000 sec): 3 clusters
  Score: Raw -58557951.742522 + Penalty 4265.464800 = -58553686.277722
  nChanged 13
		SP:Iteration 84Q (3125.490000 sec): 3 clusters
  Score: Raw -58557953.492908 + Penalty 4265.464800 = -58553688.028107
  nChanged 10
		SP:Iteration 85Q (3126.390000 sec): 3 clusters
  Score: Raw -58557954.957842 + Penalty 4265.464800 = -58553689.493042
  nChanged 9
		SP:Iteration 86Q (3127.290000 sec): 3 clusters
  Score: Raw -58557956.119849 + Penalty 4265.464800 = -58553690.655048
  nChanged 4
		SP:Iteration 87Q (3128.210000 sec): 3 clusters
  Score: Raw -58557956.596727 + Penalty 4265.464800 = -58553691.131926
  nChanged 2
		SP:Iteration 88Q (3129.130000 sec): 3 clusters
  Score: Raw -58557956.867028 + Penalty 4265.464800 = -58553691.402228
  nChanged 2
		SP:Iteration 89Q (3130.040000 sec): 3 clusters
  Score: Raw -58557957.083423 + Penalty 4265.464800 = -58553691.618622
  nChanged 1
		SP:Iteration 90Q (3130.930000 sec): 3 clusters
  Score: Raw -58557957.190568 + Penalty 4265.464800 = -58553691.725768
  nChanged 0
		SP:Iteration 91F (3132.220000 sec): 3 clusters
  Score: Raw -58557957.190568 + Penalty 4265.464800 = -58553691.725768
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (1581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3132.470000 sec): 2 clusters
  Score: Raw -171937.553225 + Penalty 1196.944586 = -170740.608639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3132.470000 sec): 3 clusters
  Score: Raw -171328.204132 + Penalty 2393.889172 = -168934.314960
  nChanged 548
		SP:Iteration 1F (3132.470000 sec): 3 clusters
  Score: Raw -171731.297906 + Penalty 2393.889172 = -169337.408734
  nChanged 131
		SP:Iteration 2F (3132.480000 sec): 3 clusters
  Score: Raw -171845.360251 + Penalty 2393.889172 = -169451.471079
  nChanged 72
		SP:Iteration 3Q (3132.480000 sec): 3 clusters
  Score: Raw -171905.086016 + Penalty 2393.889172 = -169511.196844
  nChanged 46
		SP:Iteration 4Q (3132.490000 sec): 3 clusters
  Score: Raw -171942.734549 + Penalty 2393.889172 = -169548.845377
  nChanged 41
		SP:Iteration 5Q (3132.490000 sec): 3 clusters
  Score: Raw -171967.610424 + Penalty 2393.889172 = -169573.721252
  nChanged 17
		SP:Iteration 6Q (3132.490000 sec): 3 clusters
  Score: Raw -171976.855583 + Penalty 2393.889172 = -169582.966411
  nChanged 19
		SP:Iteration 7Q (3132.500000 sec): 3 clusters
  Score: Raw -171988.107106 + Penalty 2393.889172 = -169594.217934
  nChanged 22
		SP:Iteration 8Q (3132.500000 sec): 3 clusters
  Score: Raw -172000.340649 + Penalty 2393.889172 = -169606.451477
  nChanged 22
		SP:Iteration 9Q (3132.500000 sec): 3 clusters
  Score: Raw -172014.055870 + Penalty 2393.889172 = -169620.166698
  nChanged 28
		SP:Iteration 10Q (3132.510000 sec): 3 clusters
  Score: Raw -172032.633578 + Penalty 2393.889172 = -169638.744406
  nChanged 27
		SP:Iteration 11Q (3132.510000 sec): 3 clusters
  Score: Raw -172053.544235 + Penalty 2393.889172 = -169659.655063
  nChanged 26
		SP:Iteration 12Q (3132.510000 sec): 3 clusters
  Score: Raw -172079.053421 + Penalty 2393.889172 = -169685.164249
  nChanged 38
		SP:Iteration 13Q (3132.520000 sec): 3 clusters
  Score: Raw -172112.721577 + Penalty 2393.889172 = -169718.832405
  nChanged 39
		SP:Iteration 14Q (3132.520000 sec): 3 clusters
  Score: Raw -172150.881607 + Penalty 2393.889172 = -169756.992435
  nChanged 34
		SP:Iteration 15Q (3132.530000 sec): 3 clusters
  Score: Raw -172178.176176 + Penalty 2393.889172 = -169784.287004
  nChanged 19
		SP:Iteration 16Q (3132.530000 sec): 3 clusters
  Score: Raw -172200.874125 + Penalty 2393.889172 = -169806.984953
  nChanged 21
		SP:Iteration 17Q (3132.530000 sec): 3 clusters
  Score: Raw -172226.163554 + Penalty 2393.889172 = -169832.274381
  nChanged 21
		SP:Iteration 18Q (3132.540000 sec): 3 clusters
  Score: Raw -172245.750991 + Penalty 2393.889172 = -169851.861819
  nChanged 21
		SP:Iteration 19Q (3132.540000 sec): 3 clusters
  Score: Raw -172265.272093 + Penalty 2393.889172 = -169871.382921
  nChanged 15
		SP:Iteration 20F (3132.550000 sec): 3 clusters
  Score: Raw -172284.306545 + Penalty 2393.889172 = -169890.417373
  nChanged 19
		SP:Iteration 21Q (3132.550000 sec): 3 clusters
  Score: Raw -172304.289035 + Penalty 2393.889172 = -169910.399863
  nChanged 17
		SP:Iteration 22Q (3132.550000 sec): 3 clusters
  Score: Raw -172317.677302 + Penalty 2393.889172 = -169923.788130
  nChanged 11
		SP:Iteration 23Q (3132.560000 sec): 3 clusters
  Score: Raw -172329.605955 + Penalty 2393.889172 = -169935.716783
  nChanged 14
		SP:Iteration 24Q (3132.560000 sec): 3 clusters
  Score: Raw -172346.323812 + Penalty 2393.889172 = -169952.434640
  nChanged 15
		SP:Iteration 25Q (3132.560000 sec): 3 clusters
  Score: Raw -172363.530755 + Penalty 2393.889172 = -169969.641583
  nChanged 13
		SP:Iteration 26Q (3132.570000 sec): 3 clusters
  Score: Raw -172380.856282 + Penalty 2393.889172 = -169986.967110
  nChanged 10
		SP:Iteration 27Q (3132.570000 sec): 3 clusters
  Score: Raw -172393.809656 + Penalty 2393.889172 = -169999.920484
  nChanged 14
		SP:Iteration 28Q (3132.570000 sec): 3 clusters
  Score: Raw -172410.948961 + Penalty 2393.889172 = -170017.059789
  nChanged 13
		SP:Iteration 29Q (3132.580000 sec): 3 clusters
  Score: Raw -172425.135640 + Penalty 2393.889172 = -170031.246468
  nChanged 12
		SP:Iteration 30Q (3132.580000 sec): 3 clusters
  Score: Raw -172441.503226 + Penalty 2393.889172 = -170047.614054
  nChanged 4
		SP:Iteration 31Q (3132.590000 sec): 3 clusters
  Score: Raw -172447.420636 + Penalty 2393.889172 = -170053.531464
  nChanged 6
		SP:Iteration 32Q (3132.590000 sec): 3 clusters
  Score: Raw -172454.500712 + Penalty 2393.889172 = -170060.611540
  nChanged 4
		SP:Iteration 33Q (3132.590000 sec): 3 clusters
  Score: Raw -172463.964472 + Penalty 2393.889172 = -170070.075300
  nChanged 8
		SP:Iteration 34Q (3132.600000 sec): 3 clusters
  Score: Raw -172475.470940 + Penalty 2393.889172 = -170081.581768
  nChanged 14
		SP:Iteration 35Q (3132.600000 sec): 3 clusters
  Score: Raw -172492.907142 + Penalty 2393.889172 = -170099.017970
  nChanged 15
		SP:Iteration 36Q (3132.600000 sec): 3 clusters
  Score: Raw -172509.453869 + Penalty 2393.889172 = -170115.564697
  nChanged 12
		SP:Iteration 37Q (3132.610000 sec): 3 clusters
  Score: Raw -172523.373877 + Penalty 2393.889172 = -170129.484705
  nChanged 12
		SP:Iteration 38Q (3132.610000 sec): 3 clusters
  Score: Raw -172537.737440 + Penalty 2393.889172 = -170143.848268
  nChanged 8
		SP:Iteration 39Q (3132.610000 sec): 3 clusters
  Score: Raw -172544.616839 + Penalty 2393.889172 = -170150.727667
  nChanged 6
		SP:Iteration 40F (3132.620000 sec): 3 clusters
  Score: Raw -172553.562587 + Penalty 2393.889172 = -170159.673415
  nChanged 9
		SP:Iteration 41Q (3132.620000 sec): 3 clusters
  Score: Raw -172573.788933 + Penalty 2393.889172 = -170179.899760
  nChanged 19
		SP:Iteration 42Q (3132.630000 sec): 3 clusters
  Score: Raw -172602.225615 + Penalty 2393.889172 = -170208.336442
  nChanged 20
		SP:Iteration 43Q (3132.630000 sec): 3 clusters
  Score: Raw -172635.761178 + Penalty 2393.889172 = -170241.872005
  nChanged 21
		SP:Iteration 44Q (3132.630000 sec): 3 clusters
  Score: Raw -172669.681997 + Penalty 2393.889172 = -170275.792825
  nChanged 15
		SP:Iteration 45Q (3132.630000 sec): 3 clusters
  Score: Raw -172689.022864 + Penalty 2393.889172 = -170295.133692
  nChanged 16
		SP:Iteration 46Q (3132.640000 sec): 3 clusters
  Score: Raw -172715.443026 + Penalty 2393.889172 = -170321.553854
  nChanged 13
		SP:Iteration 47Q (3132.640000 sec): 3 clusters
  Score: Raw -172732.106466 + Penalty 2393.889172 = -170338.217294
  nChanged 11
		SP:Iteration 48Q (3132.650000 sec): 3 clusters
  Score: Raw -172739.650949 + Penalty 2393.889172 = -170345.761777
  nChanged 3
		SP:Iteration 49Q (3132.650000 sec): 3 clusters
  Score: Raw -172741.854980 + Penalty 2393.889172 = -170347.965808
  nChanged 1
		SP:Iteration 50Q (3132.650000 sec): 3 clusters
  Score: Raw -172742.108071 + Penalty 2393.889172 = -170348.218899
  nChanged 0
		SP:Iteration 51F (3132.660000 sec): 3 clusters
  Score: Raw -172742.108071 + Penalty 2393.889172 = -170348.218899
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 22 (3676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3132.670000 sec): 2 clusters
  Score: Raw -391338.685899 + Penalty 1334.056829 = -390004.629070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3132.680000 sec): 3 clusters
  Score: Raw -389535.278387 + Penalty 2668.113657 = -386867.164730
  nChanged 1446
		SP:Iteration 1F (3132.690000 sec): 3 clusters
  Score: Raw -390608.293462 + Penalty 2668.113657 = -387940.179805
  nChanged 355
		SP:Iteration 2F (3132.700000 sec): 3 clusters
  Score: Raw -391098.608188 + Penalty 2668.113657 = -388430.494531
  nChanged 337
		SP:Iteration 3F (3132.710000 sec): 3 clusters
  Score: Raw -391470.196724 + Penalty 2668.113657 = -388802.083067
  nChanged 297
		SP:Iteration 4F (3132.720000 sec): 3 clusters
  Score: Raw -391822.314044 + Penalty 2668.113657 = -389154.200387
  nChanged 267
		SP:Iteration 5F (3132.730000 sec): 3 clusters
  Score: Raw -392139.504730 + Penalty 2668.113657 = -389471.391072
  nChanged 228
		SP:Iteration 6F (3132.740000 sec): 3 clusters
  Score: Raw -392473.822080 + Penalty 2668.113657 = -389805.708423
  nChanged 191
		SP:Iteration 7F (3132.750000 sec): 3 clusters
  Score: Raw -392767.626274 + Penalty 2668.113657 = -390099.512617
  nChanged 137
		SP:Iteration 8Q (3132.750000 sec): 3 clusters
  Score: Raw -392965.031810 + Penalty 2668.113657 = -390296.918153
  nChanged 101
		SP:Iteration 9Q (3132.760000 sec): 3 clusters
  Score: Raw -393109.958433 + Penalty 2668.113657 = -390441.844776
  nChanged 84
		SP:Iteration 10Q (3132.770000 sec): 3 clusters
  Score: Raw -393235.299034 + Penalty 2668.113657 = -390567.185377
  nChanged 48
		SP:Iteration 11Q (3132.770000 sec): 3 clusters
  Score: Raw -393290.887159 + Penalty 2668.113657 = -390622.773502
  nChanged 25
		SP:Iteration 12Q (3132.780000 sec): 3 clusters
  Score: Raw -393321.183913 + Penalty 2668.113657 = -390653.070256
  nChanged 12
		SP:Iteration 13Q (3132.790000 sec): 3 clusters
  Score: Raw -393336.170817 + Penalty 2668.113657 = -390668.057160
  nChanged 5
		SP:Iteration 14Q (3132.790000 sec): 3 clusters
  Score: Raw -393341.348097 + Penalty 2668.113657 = -390673.234440
  nChanged 7
		SP:Iteration 15Q (3132.800000 sec): 3 clusters
  Score: Raw -393349.276622 + Penalty 2668.113657 = -390681.162965
  nChanged 6
		SP:Iteration 16Q (3132.810000 sec): 3 clusters
  Score: Raw -393354.529415 + Penalty 2668.113657 = -390686.415758
  nChanged 2
		SP:Iteration 17Q (3132.810000 sec): 3 clusters
  Score: Raw -393356.339133 + Penalty 2668.113657 = -390688.225476
  nChanged 2
		SP:Iteration 18Q (3132.820000 sec): 3 clusters
  Score: Raw -393357.441242 + Penalty 2668.113657 = -390689.327585
  nChanged 1
		SP:Iteration 19Q (3132.830000 sec): 3 clusters
  Score: Raw -393358.565075 + Penalty 2668.113657 = -390690.451418
  nChanged 3
		SP:Iteration 20F (3132.840000 sec): 3 clusters
  Score: Raw -393360.346986 + Penalty 2668.113657 = -390692.233328
  nChanged 1
		SP:Iteration 21Q (3132.850000 sec): 3 clusters
  Score: Raw -393361.184994 + Penalty 2668.113657 = -390693.071336
  nChanged 0
		SP:Iteration 22F (3132.850000 sec): 3 clusters
  Score: Raw -393361.184994 + Penalty 2668.113657 = -390693.071336
  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 12.42 GB.

 Trying to split cluster 23 (1586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3132.870000 sec): 2 clusters
  Score: Raw -182465.683975 + Penalty 1197.457690 = -181268.226284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3132.870000 sec): 3 clusters
  Score: Raw -181841.515397 + Penalty 2394.915381 = -179446.600017
  nChanged 552
		SP:Iteration 1F (3132.870000 sec): 3 clusters
  Score: Raw -182184.156052 + Penalty 2394.915381 = -179789.240672
  nChanged 128
		SP:Iteration 2F (3132.880000 sec): 3 clusters
  Score: Raw -182279.762843 + Penalty 2394.915381 = -179884.847462
  nChanged 71
		SP:Iteration 3Q (3132.880000 sec): 3 clusters
  Score: Raw -182328.055315 + Penalty 2394.915381 = -179933.139935
  nChanged 47
		SP:Iteration 4Q (3132.890000 sec): 3 clusters
  Score: Raw -182369.268135 + Penalty 2394.915381 = -179974.352754
  nChanged 38
		SP:Iteration 5Q (3132.890000 sec): 3 clusters
  Score: Raw -182394.603669 + Penalty 2394.915381 = -179999.688288
  nChanged 32
		SP:Iteration 6Q (3132.890000 sec): 3 clusters
  Score: Raw -182411.688627 + Penalty 2394.915381 = -180016.773247
  nChanged 16
		SP:Iteration 7Q (3132.900000 sec): 3 clusters
  Score: Raw -182422.297707 + Penalty 2394.915381 = -180027.382326
  nChanged 11
		SP:Iteration 8Q (3132.900000 sec): 3 clusters
  Score: Raw -182428.782780 + Penalty 2394.915381 = -180033.867400
  nChanged 11
		SP:Iteration 9Q (3132.910000 sec): 3 clusters
  Score: Raw -182438.458584 + Penalty 2394.915381 = -180043.543203
  nChanged 12
		SP:Iteration 10Q (3132.910000 sec): 3 clusters
  Score: Raw -182445.616216 + Penalty 2394.915381 = -180050.700835
  nChanged 10
		SP:Iteration 11Q (3132.910000 sec): 3 clusters
  Score: Raw -182450.077622 + Penalty 2394.915381 = -180055.162241
  nChanged 4
		SP:Iteration 12Q (3132.920000 sec): 3 clusters
  Score: Raw -182452.101223 + Penalty 2394.915381 = -180057.185842
  nChanged 4
		SP:Iteration 13Q (3132.920000 sec): 3 clusters
  Score: Raw -182453.390747 + Penalty 2394.915381 = -180058.475366
  nChanged 1
		SP:Iteration 14Q (3132.930000 sec): 3 clusters
  Score: Raw -182453.574289 + Penalty 2394.915381 = -180058.658908
  nChanged 1
		SP:Iteration 15Q (3132.930000 sec): 3 clusters
  Score: Raw -182454.220172 + Penalty 2394.915381 = -180059.304791
  nChanged 1
		SP:Iteration 16Q (3132.930000 sec): 3 clusters
  Score: Raw -182454.338031 + Penalty 2394.915381 = -180059.422650
  nChanged 0
		SP:Iteration 17F (3132.940000 sec): 3 clusters
  Score: Raw -182454.338031 + Penalty 2394.915381 = -180059.422650
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (2861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3132.950000 sec): 2 clusters
  Score: Raw -335381.309607 + Penalty 1293.325555 = -334087.984051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3132.950000 sec): 3 clusters
  Score: Raw -334035.392139 + Penalty 2586.651110 = -331448.741029
  nChanged 1062
		SP:Iteration 1F (3132.960000 sec): 3 clusters
  Score: Raw -334690.545342 + Penalty 2586.651110 = -332103.894231
  nChanged 235
		SP:Iteration 2F (3132.970000 sec): 3 clusters
  Score: Raw -334888.327067 + Penalty 2586.651110 = -332301.675957
  nChanged 179
		SP:Iteration 3F (3132.980000 sec): 3 clusters
  Score: Raw -335038.644723 + Penalty 2586.651110 = -332451.993613
  nChanged 148
		SP:Iteration 4F (3132.990000 sec): 3 clusters
  Score: Raw -335146.139497 + Penalty 2586.651110 = -332559.488386
  nChanged 116
		SP:Iteration 5Q (3132.990000 sec): 3 clusters
  Score: Raw -335221.610548 + Penalty 2586.651110 = -332634.959438
  nChanged 87
		SP:Iteration 6Q (3133.000000 sec): 3 clusters
  Score: Raw -335270.438447 + Penalty 2586.651110 = -332683.787337
  nChanged 80
		SP:Iteration 7Q (3133.010000 sec): 3 clusters
  Score: Raw -335315.491217 + Penalty 2586.651110 = -332728.840106
  nChanged 62
		SP:Iteration 8Q (3133.010000 sec): 3 clusters
  Score: Raw -335349.549451 + Penalty 2586.651110 = -332762.898341
  nChanged 54
		SP:Iteration 9Q (3133.020000 sec): 3 clusters
  Score: Raw -335375.543867 + Penalty 2586.651110 = -332788.892757
  nChanged 34
		SP:Iteration 10Q (3133.030000 sec): 3 clusters
  Score: Raw -335395.214924 + Penalty 2586.651110 = -332808.563813
  nChanged 28
		SP:Iteration 11Q (3133.030000 sec): 3 clusters
  Score: Raw -335406.456881 + Penalty 2586.651110 = -332819.805771
  nChanged 17
		SP:Iteration 12Q (3133.040000 sec): 3 clusters
  Score: Raw -335413.108507 + Penalty 2586.651110 = -332826.457396
  nChanged 19
		SP:Iteration 13Q (3133.050000 sec): 3 clusters
  Score: Raw -335423.174751 + Penalty 2586.651110 = -332836.523641
  nChanged 30
		SP:Iteration 14Q (3133.050000 sec): 3 clusters
  Score: Raw -335437.580570 + Penalty 2586.651110 = -332850.929460
  nChanged 35
		SP:Iteration 15Q (3133.060000 sec): 3 clusters
  Score: Raw -335453.224724 + Penalty 2586.651110 = -332866.573614
  nChanged 19
		SP:Iteration 16Q (3133.070000 sec): 3 clusters
  Score: Raw -335461.269265 + Penalty 2586.651110 = -332874.618155
  nChanged 19
		SP:Iteration 17Q (3133.070000 sec): 3 clusters
  Score: Raw -335469.770464 + Penalty 2586.651110 = -332883.119354
  nChanged 17
		SP:Iteration 18Q (3133.080000 sec): 3 clusters
  Score: Raw -335477.640179 + Penalty 2586.651110 = -332890.989068
  nChanged 18
		SP:Iteration 19Q (3133.090000 sec): 3 clusters
  Score: Raw -335484.844222 + Penalty 2586.651110 = -332898.193111
  nChanged 15
		SP:Iteration 20F (3133.090000 sec): 3 clusters
  Score: Raw -335493.433577 + Penalty 2586.651110 = -332906.782467
  nChanged 18
		SP:Iteration 21Q (3133.100000 sec): 3 clusters
  Score: Raw -335503.154162 + Penalty 2586.651110 = -332916.503052
  nChanged 23
		SP:Iteration 22Q (3133.110000 sec): 3 clusters
  Score: Raw -335519.408463 + Penalty 2586.651110 = -332932.757353
  nChanged 33
		SP:Iteration 23Q (3133.110000 sec): 3 clusters
  Score: Raw -335539.931927 + Penalty 2586.651110 = -332953.280817
  nChanged 32
		SP:Iteration 24Q (3133.120000 sec): 3 clusters
  Score: Raw -335561.129981 + Penalty 2586.651110 = -332974.478871
  nChanged 27
		SP:Iteration 25Q (3133.130000 sec): 3 clusters
  Score: Raw -335574.602699 + Penalty 2586.651110 = -332987.951589
  nChanged 16
		SP:Iteration 26Q (3133.140000 sec): 3 clusters
  Score: Raw -335582.958778 + Penalty 2586.651110 = -332996.307668
  nChanged 22
		SP:Iteration 27Q (3133.140000 sec): 3 clusters
  Score: Raw -335594.983445 + Penalty 2586.651110 = -333008.332335
  nChanged 23
		SP:Iteration 28Q (3133.150000 sec): 3 clusters
  Score: Raw -335607.656680 + Penalty 2586.651110 = -333021.005569
  nChanged 23
		SP:Iteration 29Q (3133.160000 sec): 3 clusters
  Score: Raw -335625.873506 + Penalty 2586.651110 = -333039.222396
  nChanged 26
		SP:Iteration 30Q (3133.160000 sec): 3 clusters
  Score: Raw -335642.455365 + Penalty 2586.651110 = -333055.804255
  nChanged 26
		SP:Iteration 31Q (3133.170000 sec): 3 clusters
  Score: Raw -335656.058444 + Penalty 2586.651110 = -333069.407334
  nChanged 16
		SP:Iteration 32Q (3133.180000 sec): 3 clusters
  Score: Raw -335665.347100 + Penalty 2586.651110 = -333078.695990
  nChanged 13
		SP:Iteration 33Q (3133.180000 sec): 3 clusters
  Score: Raw -335672.322617 + Penalty 2586.651110 = -333085.671506
  nChanged 14
		SP:Iteration 34Q (3133.190000 sec): 3 clusters
  Score: Raw -335679.526162 + Penalty 2586.651110 = -333092.875052
  nChanged 20
		SP:Iteration 35Q (3133.200000 sec): 3 clusters
  Score: Raw -335690.672565 + Penalty 2586.651110 = -333104.021455
  nChanged 12
		SP:Iteration 36Q (3133.200000 sec): 3 clusters
  Score: Raw -335695.030317 + Penalty 2586.651110 = -333108.379207
  nChanged 13
		SP:Iteration 37Q (3133.210000 sec): 3 clusters
  Score: Raw -335700.437927 + Penalty 2586.651110 = -333113.786817
  nChanged 12
		SP:Iteration 38Q (3133.210000 sec): 3 clusters
  Score: Raw -335706.533564 + Penalty 2586.651110 = -333119.882454
  nChanged 9
		SP:Iteration 39Q (3133.220000 sec): 3 clusters
  Score: Raw -335710.363661 + Penalty 2586.651110 = -333123.712551
  nChanged 9
		SP:Iteration 40F (3133.230000 sec): 3 clusters
  Score: Raw -335713.580946 + Penalty 2586.651110 = -333126.929836
  nChanged 4
		SP:Iteration 41Q (3133.230000 sec): 3 clusters
  Score: Raw -335716.364997 + Penalty 2586.651110 = -333129.713887
  nChanged 7
		SP:Iteration 42Q (3133.240000 sec): 3 clusters
  Score: Raw -335720.632305 + Penalty 2586.651110 = -333133.981195
  nChanged 4
		SP:Iteration 43Q (3133.250000 sec): 3 clusters
  Score: Raw -335722.350891 + Penalty 2586.651110 = -333135.699781
  nChanged 3
		SP:Iteration 44Q (3133.250000 sec): 3 clusters
  Score: Raw -335723.397408 + Penalty 2586.651110 = -333136.746298
  nChanged 3
		SP:Iteration 45Q (3133.260000 sec): 3 clusters
  Score: Raw -335724.174659 + Penalty 2586.651110 = -333137.523549
  nChanged 1
		SP:Iteration 46Q (3133.270000 sec): 3 clusters
  Score: Raw -335724.514682 + Penalty 2586.651110 = -333137.863572
  nChanged 0
		SP:Iteration 47F (3133.270000 sec): 3 clusters
  Score: Raw -335724.514682 + Penalty 2586.651110 = -333137.863572
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (4706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3133.290000 sec): 2 clusters
  Score: Raw -507435.228738 + Penalty 1374.196455 = -506061.032283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3133.300000 sec): 3 clusters
  Score: Raw -505017.729952 + Penalty 2748.392910 = -502269.337042
  nChanged 1881
		SP:Iteration 1F (3133.310000 sec): 3 clusters
  Score: Raw -506234.244411 + Penalty 2748.392910 = -503485.851501
  nChanged 469
		SP:Iteration 2F (3133.330000 sec): 3 clusters
  Score: Raw -506620.613243 + Penalty 2748.392910 = -503872.220333
  nChanged 355
		SP:Iteration 3F (3133.340000 sec): 3 clusters
  Score: Raw -506889.182219 + Penalty 2748.392910 = -504140.789309
  nChanged 285
		SP:Iteration 4F (3133.350000 sec): 3 clusters
  Score: Raw -507098.490626 + Penalty 2748.392910 = -504350.097716
  nChanged 225
		SP:Iteration 5Q (3133.360000 sec): 3 clusters
  Score: Raw -507268.579683 + Penalty 2748.392910 = -504520.186773
  nChanged 178
		SP:Iteration 6Q (3133.370000 sec): 3 clusters
  Score: Raw -507398.256452 + Penalty 2748.392910 = -504649.863542
  nChanged 161
		SP:Iteration 7Q (3133.380000 sec): 3 clusters
  Score: Raw -507515.518162 + Penalty 2748.392910 = -504767.125252
  nChanged 139
		SP:Iteration 8Q (3133.390000 sec): 3 clusters
  Score: Raw -507607.939539 + Penalty 2748.392910 = -504859.546629
  nChanged 121
		SP:Iteration 9Q (3133.410000 sec): 3 clusters
  Score: Raw -507688.025738 + Penalty 2748.392910 = -504939.632828
  nChanged 103
		SP:Iteration 10Q (3133.410000 sec): 3 clusters
  Score: Raw -507756.146164 + Penalty 2748.392910 = -505007.753254
  nChanged 95
		SP:Iteration 11Q (3133.430000 sec): 3 clusters
  Score: Raw -507819.445366 + Penalty 2748.392910 = -505071.052456
  nChanged 70
		SP:Iteration 12Q (3133.440000 sec): 3 clusters
  Score: Raw -507865.344276 + Penalty 2748.392910 = -505116.951366
  nChanged 69
		SP:Iteration 13Q (3133.450000 sec): 3 clusters
  Score: Raw -507912.899893 + Penalty 2748.392910 = -505164.506983
  nChanged 56
		SP:Iteration 14Q (3133.460000 sec): 3 clusters
  Score: Raw -507958.059378 + Penalty 2748.392910 = -505209.666468
  nChanged 56
		SP:Iteration 15Q (3133.470000 sec): 3 clusters
  Score: Raw -508007.392411 + Penalty 2748.392910 = -505258.999501
  nChanged 51
		SP:Iteration 16Q (3133.480000 sec): 3 clusters
  Score: Raw -508043.077157 + Penalty 2748.392910 = -505294.684247
  nChanged 43
		SP:Iteration 17Q (3133.490000 sec): 3 clusters
  Score: Raw -508070.660526 + Penalty 2748.392910 = -505322.267616
  nChanged 20
		SP:Iteration 18Q (3133.500000 sec): 3 clusters
  Score: Raw -508079.819118 + Penalty 2748.392910 = -505331.426208
  nChanged 13
		SP:Iteration 19Q (3133.510000 sec): 3 clusters
  Score: Raw -508086.578946 + Penalty 2748.392910 = -505338.186036
  nChanged 15
		SP:Iteration 20F (3133.520000 sec): 3 clusters
  Score: Raw -508096.690817 + Penalty 2748.392910 = -505348.297907
  nChanged 16
		SP:Iteration 21Q (3133.530000 sec): 3 clusters
  Score: Raw -508103.094403 + Penalty 2748.392910 = -505354.701493
  nChanged 10
		SP:Iteration 22Q (3133.540000 sec): 3 clusters
  Score: Raw -508107.103014 + Penalty 2748.392910 = -505358.710104
  nChanged 2
		SP:Iteration 23Q (3133.550000 sec): 3 clusters
  Score: Raw -508108.790092 + Penalty 2748.392910 = -505360.397182
  nChanged 2
		SP:Iteration 24Q (3133.560000 sec): 3 clusters
  Score: Raw -508109.666786 + Penalty 2748.392910 = -505361.273876
  nChanged 2
		SP:Iteration 25Q (3133.570000 sec): 3 clusters
  Score: Raw -508111.096111 + Penalty 2748.392910 = -505362.703201
  nChanged 3
		SP:Iteration 26Q (3133.580000 sec): 3 clusters
  Score: Raw -508112.937881 + Penalty 2748.392910 = -505364.544971
  nChanged 4
		SP:Iteration 27Q (3133.590000 sec): 3 clusters
  Score: Raw -508116.371914 + Penalty 2748.392910 = -505367.979003
  nChanged 5
		SP:Iteration 28Q (3133.600000 sec): 3 clusters
  Score: Raw -508119.245113 + Penalty 2748.392910 = -505370.852203
  nChanged 5
		SP:Iteration 29Q (3133.610000 sec): 3 clusters
  Score: Raw -508121.752434 + Penalty 2748.392910 = -505373.359524
  nChanged 4
		SP:Iteration 30Q (3133.620000 sec): 3 clusters
  Score: Raw -508124.426241 + Penalty 2748.392910 = -505376.033331
  nChanged 5
		SP:Iteration 31Q (3133.630000 sec): 3 clusters
  Score: Raw -508125.966764 + Penalty 2748.392910 = -505377.573854
  nChanged 0
		SP:Iteration 32F (3133.640000 sec): 3 clusters
  Score: Raw -508125.966764 + Penalty 2748.392910 = -505377.573854
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3133.650000 sec): 2 clusters
  Score: Raw -17407.459648 + Penalty 842.039827 = -16565.419821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3133.650000 sec): 3 clusters
  Score: Raw -17596.732426 + Penalty 1684.079654 = -15912.652772
  nChanged 25
		SP:Iteration 1F (3133.650000 sec): 3 clusters
  Score: Raw -17670.813476 + Penalty 1684.079654 = -15986.733822
  nChanged 7
		SP:Iteration 2Q (3133.650000 sec): 3 clusters
  Score: Raw -17691.053275 + Penalty 1684.079654 = -16006.973621
  nChanged 2
		SP:Iteration 3Q (3133.650000 sec): 3 clusters
  Score: Raw -17697.847120 + Penalty 1684.079654 = -16013.767466
  nChanged 1
		SP:Iteration 4Q (3133.650000 sec): 3 clusters
  Score: Raw -17704.056795 + Penalty 1684.079654 = -16019.977141
  nChanged 1
		SP:Iteration 5Q (3133.650000 sec): 3 clusters
  Score: Raw -17706.756141 + Penalty 1684.079654 = -16022.676487
  nChanged 2
		SP:Iteration 6Q (3133.650000 sec): 3 clusters
  Score: Raw -17710.153887 + Penalty 1684.079654 = -16026.074233
  nChanged 1
		SP:Iteration 7Q (3133.650000 sec): 3 clusters
  Score: Raw -17710.987854 + Penalty 1684.079654 = -16026.908200
  nChanged 0
		SP:Iteration 8F (3133.650000 sec): 3 clusters
  Score: Raw -17710.987854 + Penalty 1684.079654 = -16026.908200
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 27 (58307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3133.830000 sec): 2 clusters
  Score: Raw -6832997.643322 + Penalty 1783.190083 = -6831214.453239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3133.990000 sec): 3 clusters
  Score: Raw -6795931.930186 + Penalty 3566.380166 = -6792365.550020
  nChanged 27512
		SP:Iteration 1F (3134.140000 sec): 3 clusters
  Score: Raw -6812643.909967 + Penalty 3566.380166 = -6809077.529801
  nChanged 3312
		SP:Iteration 2F (3134.290000 sec): 3 clusters
  Score: Raw -6814514.219963 + Penalty 3566.380166 = -6810947.839797
  nChanged 3818
		SP:Iteration 3F (3134.440000 sec): 3 clusters
  Score: Raw -6817310.904187 + Penalty 3566.380166 = -6813744.524021
  nChanged 4392
		SP:Iteration 4F (3134.590000 sec): 3 clusters
  Score: Raw -6820842.982768 + Penalty 3566.380166 = -6817276.602602
  nChanged 4244
		SP:Iteration 5F (3134.750000 sec): 3 clusters
  Score: Raw -6824109.886925 + Penalty 3566.380166 = -6820543.506759
  nChanged 3599
		SP:Iteration 6F (3134.900000 sec): 3 clusters
  Score: Raw -6826339.632105 + Penalty 3566.380166 = -6822773.251939
  nChanged 2704
		SP:Iteration 7Q (3135.050000 sec): 3 clusters
  Score: Raw -6827731.223993 + Penalty 3566.380166 = -6824164.843827
  nChanged 2064
		SP:Iteration 8Q (3135.200000 sec): 3 clusters
  Score: Raw -6828704.948520 + Penalty 3566.380166 = -6825138.568354
  nChanged 1651
		SP:Iteration 9Q (3135.350000 sec): 3 clusters
  Score: Raw -6829447.407380 + Penalty 3566.380166 = -6825881.027214
  nChanged 1306
		SP:Iteration 10Q (3135.490000 sec): 3 clusters
  Score: Raw -6830011.732131 + Penalty 3566.380166 = -6826445.351965
  nChanged 1121
		SP:Iteration 11Q (3135.630000 sec): 3 clusters
  Score: Raw -6830482.221783 + Penalty 3566.380166 = -6826915.841617
  nChanged 979
		SP:Iteration 12Q (3135.770000 sec): 3 clusters
  Score: Raw -6830890.897655 + Penalty 3566.380166 = -6827324.517489
  nChanged 869
		SP:Iteration 13Q (3135.920000 sec): 3 clusters
  Score: Raw -6831260.459361 + Penalty 3566.380166 = -6827694.079195
  nChanged 789
		SP:Iteration 14Q (3136.060000 sec): 3 clusters
  Score: Raw -6831573.179328 + Penalty 3566.380166 = -6828006.799162
  nChanged 696
		SP:Iteration 15Q (3136.200000 sec): 3 clusters
  Score: Raw -6831825.191548 + Penalty 3566.380166 = -6828258.811382
  nChanged 637
		SP:Iteration 16Q (3136.330000 sec): 3 clusters
  Score: Raw -6832027.135222 + Penalty 3566.380166 = -6828460.755056
  nChanged 613
		SP:Iteration 17Q (3136.470000 sec): 3 clusters
  Score: Raw -6832196.550820 + Penalty 3566.380166 = -6828630.170654
  nChanged 572
		SP:Iteration 18Q (3136.610000 sec): 3 clusters
  Score: Raw -6832339.254669 + Penalty 3566.380166 = -6828772.874503
  nChanged 514
		SP:Iteration 19Q (3136.740000 sec): 3 clusters
  Score: Raw -6832458.307803 + Penalty 3566.380166 = -6828891.927637
  nChanged 479
		SP:Iteration 20F (3136.890000 sec): 3 clusters
  Score: Raw -6832556.245668 + Penalty 3566.380166 = -6828989.865502
  nChanged 424
		SP:Iteration 21Q (3137.020000 sec): 3 clusters
  Score: Raw -6832641.771991 + Penalty 3566.380166 = -6829075.391825
  nChanged 427
		SP:Iteration 22Q (3137.150000 sec): 3 clusters
  Score: Raw -6832733.432360 + Penalty 3566.380166 = -6829167.052194
  nChanged 453
		SP:Iteration 23Q (3137.290000 sec): 3 clusters
  Score: Raw -6832835.141112 + Penalty 3566.380166 = -6829268.760946
  nChanged 466
		SP:Iteration 24Q (3137.420000 sec): 3 clusters
  Score: Raw -6832937.456029 + Penalty 3566.380166 = -6829371.075863
  nChanged 422
		SP:Iteration 25Q (3137.550000 sec): 3 clusters
  Score: Raw -6833041.937951 + Penalty 3566.380166 = -6829475.557785
  nChanged 454
		SP:Iteration 26Q (3137.680000 sec): 3 clusters
  Score: Raw -6833148.574886 + Penalty 3566.380166 = -6829582.194720
  nChanged 443
		SP:Iteration 27Q (3137.810000 sec): 3 clusters
  Score: Raw -6833248.966934 + Penalty 3566.380166 = -6829682.586768
  nChanged 414
		SP:Iteration 28Q (3137.940000 sec): 3 clusters
  Score: Raw -6833337.767512 + Penalty 3566.380166 = -6829771.387346
  nChanged 383
		SP:Iteration 29Q (3138.060000 sec): 3 clusters
  Score: Raw -6833416.718824 + Penalty 3566.380166 = -6829850.338658
  nChanged 365
		SP:Iteration 30Q (3138.190000 sec): 3 clusters
  Score: Raw -6833486.183180 + Penalty 3566.380166 = -6829919.803014
  nChanged 295
		SP:Iteration 31Q (3138.320000 sec): 3 clusters
  Score: Raw -6833537.036954 + Penalty 3566.380166 = -6829970.656788
  nChanged 262
		SP:Iteration 32Q (3138.440000 sec): 3 clusters
  Score: Raw -6833577.501612 + Penalty 3566.380166 = -6830011.121446
  nChanged 257
		SP:Iteration 33Q (3138.570000 sec): 3 clusters
  Score: Raw -6833617.978945 + Penalty 3566.380166 = -6830051.598779
  nChanged 242
		SP:Iteration 34Q (3138.690000 sec): 3 clusters
  Score: Raw -6833653.180121 + Penalty 3566.380166 = -6830086.799955
  nChanged 213
		SP:Iteration 35Q (3138.810000 sec): 3 clusters
  Score: Raw -6833680.616919 + Penalty 3566.380166 = -6830114.236753
  nChanged 182
		SP:Iteration 36Q (3138.940000 sec): 3 clusters
  Score: Raw -6833706.123106 + Penalty 3566.380166 = -6830139.742940
  nChanged 190
		SP:Iteration 37Q (3139.060000 sec): 3 clusters
  Score: Raw -6833730.327620 + Penalty 3566.380166 = -6830163.947454
  nChanged 173
		SP:Iteration 38Q (3139.190000 sec): 3 clusters
  Score: Raw -6833752.094591 + Penalty 3566.380166 = -6830185.714425
  nChanged 155
		SP:Iteration 39Q (3139.310000 sec): 3 clusters
  Score: Raw -6833770.151520 + Penalty 3566.380166 = -6830203.771354
  nChanged 147
		SP:Iteration 40F (3139.460000 sec): 3 clusters
  Score: Raw -6833786.460371 + Penalty 3566.380166 = -6830220.080205
  nChanged 128
		SP:Iteration 41Q (3139.580000 sec): 3 clusters
  Score: Raw -6833799.510195 + Penalty 3566.380166 = -6830233.130029
  nChanged 108
		SP:Iteration 42Q (3139.710000 sec): 3 clusters
  Score: Raw -6833812.814375 + Penalty 3566.380166 = -6830246.434209
  nChanged 120
		SP:Iteration 43Q (3139.830000 sec): 3 clusters
  Score: Raw -6833826.095630 + Penalty 3566.380166 = -6830259.715464
  nChanged 111
		SP:Iteration 44Q (3139.950000 sec): 3 clusters
  Score: Raw -6833838.880816 + Penalty 3566.380166 = -6830272.500650
  nChanged 126
		SP:Iteration 45Q (3140.070000 sec): 3 clusters
  Score: Raw -6833855.988393 + Penalty 3566.380166 = -6830289.608227
  nChanged 118
		SP:Iteration 46Q (3140.200000 sec): 3 clusters
  Score: Raw -6833868.707273 + Penalty 3566.380166 = -6830302.327107
  nChanged 110
		SP:Iteration 47Q (3140.320000 sec): 3 clusters
  Score: Raw -6833881.927422 + Penalty 3566.380166 = -6830315.547256
  nChanged 111
		SP:Iteration 48Q (3140.440000 sec): 3 clusters
  Score: Raw -6833896.054319 + Penalty 3566.380166 = -6830329.674153
  nChanged 132
		SP:Iteration 49Q (3140.570000 sec): 3 clusters
  Score: Raw -6833911.199852 + Penalty 3566.380166 = -6830344.819686
  nChanged 104
		SP:Iteration 50Q (3140.690000 sec): 3 clusters
  Score: Raw -6833924.157062 + Penalty 3566.380166 = -6830357.776896
  nChanged 117
		SP:Iteration 51Q (3140.810000 sec): 3 clusters
  Score: Raw -6833939.645606 + Penalty 3566.380166 = -6830373.265440
  nChanged 96
		SP:Iteration 52Q (3140.930000 sec): 3 clusters
  Score: Raw -6833950.756613 + Penalty 3566.380166 = -6830384.376447
  nChanged 75
		SP:Iteration 53Q (3141.050000 sec): 3 clusters
  Score: Raw -6833958.638651 + Penalty 3566.380166 = -6830392.258485
  nChanged 81
		SP:Iteration 54Q (3141.170000 sec): 3 clusters
  Score: Raw -6833965.869222 + Penalty 3566.380166 = -6830399.489057
  nChanged 66
		SP:Iteration 55Q (3141.290000 sec): 3 clusters
  Score: Raw -6833971.813785 + Penalty 3566.380166 = -6830405.433619
  nChanged 54
		SP:Iteration 56Q (3141.410000 sec): 3 clusters
  Score: Raw -6833976.114277 + Penalty 3566.380166 = -6830409.734111
  nChanged 56
		SP:Iteration 57Q (3141.530000 sec): 3 clusters
  Score: Raw -6833980.555886 + Penalty 3566.380166 = -6830414.175720
  nChanged 43
		SP:Iteration 58Q (3141.650000 sec): 3 clusters
  Score: Raw -6833983.814609 + Penalty 3566.380166 = -6830417.434443
  nChanged 30
		SP:Iteration 59Q (3141.760000 sec): 3 clusters
  Score: Raw -6833986.312069 + Penalty 3566.380166 = -6830419.931903
  nChanged 33
		SP:Iteration 60F (3141.910000 sec): 3 clusters
  Score: Raw -6833989.159072 + Penalty 3566.380166 = -6830422.778906
  nChanged 45
		SP:Iteration 61Q (3142.030000 sec): 3 clusters
  Score: Raw -6833993.364605 + Penalty 3566.380166 = -6830426.984439
  nChanged 39
		SP:Iteration 62Q (3142.150000 sec): 3 clusters
  Score: Raw -6833996.928374 + Penalty 3566.380166 = -6830430.548208
  nChanged 30
		SP:Iteration 63Q (3142.270000 sec): 3 clusters
  Score: Raw -6833999.108499 + Penalty 3566.380166 = -6830432.728333
  nChanged 23
		SP:Iteration 64Q (3142.390000 sec): 3 clusters
  Score: Raw -6834000.895024 + Penalty 3566.380166 = -6830434.514858
  nChanged 23
		SP:Iteration 65Q (3142.510000 sec): 3 clusters
  Score: Raw -6834002.836701 + Penalty 3566.380166 = -6830436.456535
  nChanged 27
		SP:Iteration 66Q (3142.630000 sec): 3 clusters
  Score: Raw -6834004.495377 + Penalty 3566.380166 = -6830438.115211
  nChanged 22
		SP:Iteration 67Q (3142.750000 sec): 3 clusters
  Score: Raw -6834006.192470 + Penalty 3566.380166 = -6830439.812304
  nChanged 24
		SP:Iteration 68Q (3142.870000 sec): 3 clusters
  Score: Raw -6834008.122196 + Penalty 3566.380166 = -6830441.742030
  nChanged 16
		SP:Iteration 69Q (3142.980000 sec): 3 clusters
  Score: Raw -6834009.134389 + Penalty 3566.380166 = -6830442.754223
  nChanged 13
		SP:Iteration 70Q (3143.100000 sec): 3 clusters
  Score: Raw -6834009.757965 + Penalty 3566.380166 = -6830443.377799
  nChanged 10
		SP:Iteration 71Q (3143.220000 sec): 3 clusters
  Score: Raw -6834010.377156 + Penalty 3566.380166 = -6830443.996991
  nChanged 10
		SP:Iteration 72Q (3143.340000 sec): 3 clusters
  Score: Raw -6834011.011862 + Penalty 3566.380166 = -6830444.631696
  nChanged 11
		SP:Iteration 73Q (3143.460000 sec): 3 clusters
  Score: Raw -6834011.887472 + Penalty 3566.380166 = -6830445.507306
  nChanged 13
		SP:Iteration 74Q (3143.580000 sec): 3 clusters
  Score: Raw -6834012.713183 + Penalty 3566.380166 = -6830446.333017
  nChanged 8
		SP:Iteration 75Q (3143.700000 sec): 3 clusters
  Score: Raw -6834013.340833 + Penalty 3566.380166 = -6830446.960667
  nChanged 8
		SP:Iteration 76Q (3143.820000 sec): 3 clusters
  Score: Raw -6834014.049388 + Penalty 3566.380166 = -6830447.669222
  nChanged 16
		SP:Iteration 77Q (3143.940000 sec): 3 clusters
  Score: Raw -6834015.147617 + Penalty 3566.380166 = -6830448.767451
  nChanged 8
		SP:Iteration 78Q (3144.060000 sec): 3 clusters
  Score: Raw -6834015.614545 + Penalty 3566.380166 = -6830449.234379
  nChanged 8
		SP:Iteration 79Q (3144.180000 sec): 3 clusters
  Score: Raw -6834016.142371 + Penalty 3566.380166 = -6830449.762205
  nChanged 9
		SP:Iteration 80F (3144.330000 sec): 3 clusters
  Score: Raw -6834016.826689 + Penalty 3566.380166 = -6830450.446523
  nChanged 9
		SP:Iteration 81Q (3144.440000 sec): 3 clusters
  Score: Raw -6834017.450356 + Penalty 3566.380166 = -6830451.070190
  nChanged 8
		SP:Iteration 82Q (3144.560000 sec): 3 clusters
  Score: Raw -6834017.863672 + Penalty 3566.380166 = -6830451.483506
  nChanged 5
		SP:Iteration 83Q (3144.680000 sec): 3 clusters
  Score: Raw -6834018.153075 + Penalty 3566.380166 = -6830451.772909
  nChanged 2
		SP:Iteration 84Q (3144.800000 sec): 3 clusters
  Score: Raw -6834018.324453 + Penalty 3566.380166 = -6830451.944287
  nChanged 1
		SP:Iteration 85Q (3144.910000 sec): 3 clusters
  Score: Raw -6834018.388414 + Penalty 3566.380166 = -6830452.008248
  nChanged 2
		SP:Iteration 86Q (3145.030000 sec): 3 clusters
  Score: Raw -6834018.519854 + Penalty 3566.380166 = -6830452.139688
  nChanged 3
		SP:Iteration 87Q (3145.150000 sec): 3 clusters
  Score: Raw -6834018.651394 + Penalty 3566.380166 = -6830452.271228
  nChanged 1
		SP:Iteration 88Q (3145.270000 sec): 3 clusters
  Score: Raw -6834018.702599 + Penalty 3566.380166 = -6830452.322433
  nChanged 0
		SP:Iteration 89F (3145.420000 sec): 3 clusters
  Score: Raw -6834018.702599 + Penalty 3566.380166 = -6830452.322433
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (8733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3145.470000 sec): 2 clusters
  Score: Raw -1026727.407889 + Penalty 1474.665438 = -1025252.742452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3145.490000 sec): 3 clusters
  Score: Raw -1021797.987213 + Penalty 2949.330876 = -1018848.656337
  nChanged 3735
		SP:Iteration 1F (3145.520000 sec): 3 clusters
  Score: Raw -1023743.906298 + Penalty 2949.330876 = -1020794.575422
  nChanged 593
		SP:Iteration 2F (3145.540000 sec): 3 clusters
  Score: Raw -1024027.634560 + Penalty 2949.330876 = -1021078.303685
  nChanged 478
		SP:Iteration 3F (3145.560000 sec): 3 clusters
  Score: Raw -1024246.158406 + Penalty 2949.330876 = -1021296.827531
  nChanged 464
		SP:Iteration 4F (3145.580000 sec): 3 clusters
  Score: Raw -1024449.525725 + Penalty 2949.330876 = -1021500.194849
  nChanged 407
		SP:Iteration 5Q (3145.600000 sec): 3 clusters
  Score: Raw -1024639.059792 + Penalty 2949.330876 = -1021689.728916
  nChanged 401
		SP:Iteration 6Q (3145.630000 sec): 3 clusters
  Score: Raw -1024844.972997 + Penalty 2949.330876 = -1021895.642121
  nChanged 402
		SP:Iteration 7Q (3145.650000 sec): 3 clusters
  Score: Raw -1025049.842846 + Penalty 2949.330876 = -1022100.511971
  nChanged 394
		SP:Iteration 8Q (3145.670000 sec): 3 clusters
  Score: Raw -1025262.173534 + Penalty 2949.330876 = -1022312.842658
  nChanged 392
		SP:Iteration 9Q (3145.690000 sec): 3 clusters
  Score: Raw -1025499.723855 + Penalty 2949.330876 = -1022550.392980
  nChanged 379
		SP:Iteration 10Q (3145.710000 sec): 3 clusters
  Score: Raw -1025745.253517 + Penalty 2949.330876 = -1022795.922642
  nChanged 367
		SP:Iteration 11Q (3145.730000 sec): 3 clusters
  Score: Raw -1025993.842362 + Penalty 2949.330876 = -1023044.511487
  nChanged 298
		SP:Iteration 12Q (3145.750000 sec): 3 clusters
  Score: Raw -1026188.040767 + Penalty 2949.330876 = -1023238.709891
  nChanged 208
		SP:Iteration 13Q (3145.780000 sec): 3 clusters
  Score: Raw -1026317.315528 + Penalty 2949.330876 = -1023367.984652
  nChanged 166
		SP:Iteration 14Q (3145.800000 sec): 3 clusters
  Score: Raw -1026424.300026 + Penalty 2949.330876 = -1023474.969151
  nChanged 129
		SP:Iteration 15Q (3145.820000 sec): 3 clusters
  Score: Raw -1026502.776206 + Penalty 2949.330876 = -1023553.445330
  nChanged 94
		SP:Iteration 16Q (3145.840000 sec): 3 clusters
  Score: Raw -1026560.275748 + Penalty 2949.330876 = -1023610.944872
  nChanged 89
		SP:Iteration 17Q (3145.860000 sec): 3 clusters
  Score: Raw -1026625.355180 + Penalty 2949.330876 = -1023676.024305
  nChanged 75
		SP:Iteration 18Q (3145.880000 sec): 3 clusters
  Score: Raw -1026677.361308 + Penalty 2949.330876 = -1023728.030433
  nChanged 44
		SP:Iteration 19Q (3145.900000 sec): 3 clusters
  Score: Raw -1026709.594306 + Penalty 2949.330876 = -1023760.263430
  nChanged 43
		SP:Iteration 20F (3145.920000 sec): 3 clusters
  Score: Raw -1026747.052904 + Penalty 2949.330876 = -1023797.722028
  nChanged 38
		SP:Iteration 21Q (3145.940000 sec): 3 clusters
  Score: Raw -1026780.966677 + Penalty 2949.330876 = -1023831.635802
  nChanged 33
		SP:Iteration 22Q (3145.960000 sec): 3 clusters
  Score: Raw -1026812.214287 + Penalty 2949.330876 = -1023862.883412
  nChanged 25
		SP:Iteration 23Q (3145.980000 sec): 3 clusters
  Score: Raw -1026833.992246 + Penalty 2949.330876 = -1023884.661371
  nChanged 16
		SP:Iteration 24Q (3146.000000 sec): 3 clusters
  Score: Raw -1026844.440586 + Penalty 2949.330876 = -1023895.109710
  nChanged 10
		SP:Iteration 25Q (3146.020000 sec): 3 clusters
  Score: Raw -1026852.075647 + Penalty 2949.330876 = -1023902.744772
  nChanged 7
		SP:Iteration 26Q (3146.040000 sec): 3 clusters
  Score: Raw -1026856.642181 + Penalty 2949.330876 = -1023907.311305
  nChanged 5
		SP:Iteration 27Q (3146.060000 sec): 3 clusters
  Score: Raw -1026860.031601 + Penalty 2949.330876 = -1023910.700726
  nChanged 1
		SP:Iteration 28Q (3146.070000 sec): 3 clusters
  Score: Raw -1026860.771584 + Penalty 2949.330876 = -1023911.440709
  nChanged 4
		SP:Iteration 29Q (3146.090000 sec): 3 clusters
  Score: Raw -1026863.391751 + Penalty 2949.330876 = -1023914.060876
  nChanged 3
		SP:Iteration 30Q (3146.110000 sec): 3 clusters
  Score: Raw -1026865.206296 + Penalty 2949.330876 = -1023915.875420
  nChanged 2
		SP:Iteration 31Q (3146.130000 sec): 3 clusters
  Score: Raw -1026866.903654 + Penalty 2949.330876 = -1023917.572778
  nChanged 7
		SP:Iteration 32Q (3146.150000 sec): 3 clusters
  Score: Raw -1026872.392416 + Penalty 2949.330876 = -1023923.061540
  nChanged 10
		SP:Iteration 33Q (3146.170000 sec): 3 clusters
  Score: Raw -1026880.390775 + Penalty 2949.330876 = -1023931.059900
  nChanged 9
		SP:Iteration 34Q (3146.180000 sec): 3 clusters
  Score: Raw -1026890.073818 + Penalty 2949.330876 = -1023940.742942
  nChanged 8
		SP:Iteration 35Q (3146.200000 sec): 3 clusters
  Score: Raw -1026896.508660 + Penalty 2949.330876 = -1023947.177785
  nChanged 3
		SP:Iteration 36Q (3146.220000 sec): 3 clusters
  Score: Raw -1026897.739036 + Penalty 2949.330876 = -1023948.408161
  nChanged 0
		SP:Iteration 37F (3146.240000 sec): 3 clusters
  Score: Raw -1026897.739036 + Penalty 2949.330876 = -1023948.408161
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (7962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3146.260000 sec): 2 clusters
  Score: Raw -929930.718440 + Penalty 1459.645769 = -928471.072671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3146.280000 sec): 3 clusters
  Score: Raw -925562.296310 + Penalty 2919.291539 = -922643.004771
  nChanged 3314
		SP:Iteration 1F (3146.300000 sec): 3 clusters
  Score: Raw -927454.194032 + Penalty 2919.291539 = -924534.902494
  nChanged 525
		SP:Iteration 2F (3146.320000 sec): 3 clusters
  Score: Raw -927697.795702 + Penalty 2919.291539 = -924778.504164
  nChanged 403
		SP:Iteration 3F (3146.340000 sec): 3 clusters
  Score: Raw -927886.453775 + Penalty 2919.291539 = -924967.162236
  nChanged 314
		SP:Iteration 4Q (3146.360000 sec): 3 clusters
  Score: Raw -928037.269428 + Penalty 2919.291539 = -925117.977889
  nChanged 289
		SP:Iteration 5Q (3146.380000 sec): 3 clusters
  Score: Raw -928171.434069 + Penalty 2919.291539 = -925252.142530
  nChanged 289
		SP:Iteration 6Q (3146.400000 sec): 3 clusters
  Score: Raw -928299.121805 + Penalty 2919.291539 = -925379.830266
  nChanged 279
		SP:Iteration 7Q (3146.420000 sec): 3 clusters
  Score: Raw -928433.150062 + Penalty 2919.291539 = -925513.858524
  nChanged 280
		SP:Iteration 8Q (3146.440000 sec): 3 clusters
  Score: Raw -928579.898222 + Penalty 2919.291539 = -925660.606684
  nChanged 305
		SP:Iteration 9Q (3146.460000 sec): 3 clusters
  Score: Raw -928758.982881 + Penalty 2919.291539 = -925839.691343
  nChanged 291
		SP:Iteration 10Q (3146.480000 sec): 3 clusters
  Score: Raw -928944.558256 + Penalty 2919.291539 = -926025.266718
  nChanged 295
		SP:Iteration 11Q (3146.500000 sec): 3 clusters
  Score: Raw -929110.918867 + Penalty 2919.291539 = -926191.627328
  nChanged 246
		SP:Iteration 12Q (3146.520000 sec): 3 clusters
  Score: Raw -929246.664047 + Penalty 2919.291539 = -926327.372508
  nChanged 200
		SP:Iteration 13Q (3146.540000 sec): 3 clusters
  Score: Raw -929343.018209 + Penalty 2919.291539 = -926423.726671
  nChanged 158
		SP:Iteration 14Q (3146.550000 sec): 3 clusters
  Score: Raw -929403.054110 + Penalty 2919.291539 = -926483.762571
  nChanged 122
		SP:Iteration 15Q (3146.570000 sec): 3 clusters
  Score: Raw -929448.720523 + Penalty 2919.291539 = -926529.428984
  nChanged 98
		SP:Iteration 16Q (3146.590000 sec): 3 clusters
  Score: Raw -929481.239450 + Penalty 2919.291539 = -926561.947911
  nChanged 80
		SP:Iteration 17Q (3146.610000 sec): 3 clusters
  Score: Raw -929506.884456 + Penalty 2919.291539 = -926587.592917
  nChanged 72
		SP:Iteration 18Q (3146.630000 sec): 3 clusters
  Score: Raw -929525.853291 + Penalty 2919.291539 = -926606.561753
  nChanged 59
		SP:Iteration 19Q (3146.650000 sec): 3 clusters
  Score: Raw -929540.523217 + Penalty 2919.291539 = -926621.231678
  nChanged 74
		SP:Iteration 20F (3146.670000 sec): 3 clusters
  Score: Raw -929562.956233 + Penalty 2919.291539 = -926643.664695
  nChanged 78
		SP:Iteration 21Q (3146.690000 sec): 3 clusters
  Score: Raw -929590.131135 + Penalty 2919.291539 = -926670.839596
  nChanged 67
		SP:Iteration 22Q (3146.710000 sec): 3 clusters
  Score: Raw -929609.224510 + Penalty 2919.291539 = -926689.932971
  nChanged 54
		SP:Iteration 23Q (3146.720000 sec): 3 clusters
  Score: Raw -929624.815194 + Penalty 2919.291539 = -926705.523655
  nChanged 50
		SP:Iteration 24Q (3146.740000 sec): 3 clusters
  Score: Raw -929639.349828 + Penalty 2919.291539 = -926720.058289
  nChanged 47
		SP:Iteration 25Q (3146.760000 sec): 3 clusters
  Score: Raw -929651.906588 + Penalty 2919.291539 = -926732.615049
  nChanged 52
		SP:Iteration 26Q (3146.780000 sec): 3 clusters
  Score: Raw -929665.773118 + Penalty 2919.291539 = -926746.481579
  nChanged 51
		SP:Iteration 27Q (3146.800000 sec): 3 clusters
  Score: Raw -929680.148203 + Penalty 2919.291539 = -926760.856665
  nChanged 43
		SP:Iteration 28Q (3146.810000 sec): 3 clusters
  Score: Raw -929688.548602 + Penalty 2919.291539 = -926769.257063
  nChanged 27
		SP:Iteration 29Q (3146.830000 sec): 3 clusters
  Score: Raw -929694.583470 + Penalty 2919.291539 = -926775.291931
  nChanged 37
		SP:Iteration 30Q (3146.850000 sec): 3 clusters
  Score: Raw -929702.370504 + Penalty 2919.291539 = -926783.078965
  nChanged 28
		SP:Iteration 31Q (3146.870000 sec): 3 clusters
  Score: Raw -929708.561454 + Penalty 2919.291539 = -926789.269915
  nChanged 33
		SP:Iteration 32Q (3146.890000 sec): 3 clusters
  Score: Raw -929716.125445 + Penalty 2919.291539 = -926796.833906
  nChanged 29
		SP:Iteration 33Q (3146.910000 sec): 3 clusters
  Score: Raw -929722.391860 + Penalty 2919.291539 = -926803.100321
  nChanged 33
		SP:Iteration 34Q (3146.920000 sec): 3 clusters
  Score: Raw -929730.845362 + Penalty 2919.291539 = -926811.553823
  nChanged 37
		SP:Iteration 35Q (3146.940000 sec): 3 clusters
  Score: Raw -929739.638516 + Penalty 2919.291539 = -926820.346978
  nChanged 45
		SP:Iteration 36Q (3146.960000 sec): 3 clusters
  Score: Raw -929753.318833 + Penalty 2919.291539 = -926834.027294
  nChanged 51
		SP:Iteration 37Q (3146.970000 sec): 3 clusters
  Score: Raw -929773.301278 + Penalty 2919.291539 = -926854.009739
  nChanged 54
		SP:Iteration 38Q (3146.990000 sec): 3 clusters
  Score: Raw -929792.163579 + Penalty 2919.291539 = -926872.872041
  nChanged 49
		SP:Iteration 39Q (3147.010000 sec): 3 clusters
  Score: Raw -929806.249184 + Penalty 2919.291539 = -926886.957646
  nChanged 41
		SP:Iteration 40F (3147.030000 sec): 3 clusters
  Score: Raw -929820.480233 + Penalty 2919.291539 = -926901.188694
  nChanged 46
		SP:Iteration 41Q (3147.050000 sec): 3 clusters
  Score: Raw -929834.576201 + Penalty 2919.291539 = -926915.284662
  nChanged 51
		SP:Iteration 42Q (3147.070000 sec): 3 clusters
  Score: Raw -929851.950272 + Penalty 2919.291539 = -926932.658733
  nChanged 54
		SP:Iteration 43Q (3147.080000 sec): 3 clusters
  Score: Raw -929871.834384 + Penalty 2919.291539 = -926952.542846
  nChanged 55
		SP:Iteration 44Q (3147.100000 sec): 3 clusters
  Score: Raw -929897.577009 + Penalty 2919.291539 = -926978.285470
  nChanged 64
		SP:Iteration 45Q (3147.120000 sec): 3 clusters
  Score: Raw -929923.061510 + Penalty 2919.291539 = -927003.769971
  nChanged 55
		SP:Iteration 46Q (3147.130000 sec): 3 clusters
  Score: Raw -929943.042948 + Penalty 2919.291539 = -927023.751410
  nChanged 50
		SP:Iteration 47Q (3147.150000 sec): 3 clusters
  Score: Raw -929961.490612 + Penalty 2919.291539 = -927042.199074
  nChanged 57
		SP:Iteration 48Q (3147.170000 sec): 3 clusters
  Score: Raw -929982.374234 + Penalty 2919.291539 = -927063.082696
  nChanged 54
		SP:Iteration 49Q (3147.190000 sec): 3 clusters
  Score: Raw -930000.387282 + Penalty 2919.291539 = -927081.095743
  nChanged 44
		SP:Iteration 50Q (3147.210000 sec): 3 clusters
  Score: Raw -930015.333847 + Penalty 2919.291539 = -927096.042308
  nChanged 41
		SP:Iteration 51Q (3147.220000 sec): 3 clusters
  Score: Raw -930032.771336 + Penalty 2919.291539 = -927113.479798
  nChanged 46
		SP:Iteration 52Q (3147.240000 sec): 3 clusters
  Score: Raw -930050.689552 + Penalty 2919.291539 = -927131.398013
  nChanged 33
		SP:Iteration 53Q (3147.250000 sec): 3 clusters
  Score: Raw -930060.606262 + Penalty 2919.291539 = -927141.314723
  nChanged 25
		SP:Iteration 54Q (3147.270000 sec): 3 clusters
  Score: Raw -930067.544115 + Penalty 2919.291539 = -927148.252576
  nChanged 20
		SP:Iteration 55Q (3147.290000 sec): 3 clusters
  Score: Raw -930071.972830 + Penalty 2919.291539 = -927152.681292
  nChanged 17
		SP:Iteration 56Q (3147.310000 sec): 3 clusters
  Score: Raw -930076.451782 + Penalty 2919.291539 = -927157.160244
  nChanged 26
		SP:Iteration 57Q (3147.320000 sec): 3 clusters
  Score: Raw -930082.855853 + Penalty 2919.291539 = -927163.564314
  nChanged 25
		SP:Iteration 58Q (3147.340000 sec): 3 clusters
  Score: Raw -930089.450906 + Penalty 2919.291539 = -927170.159367
  nChanged 19
		SP:Iteration 59Q (3147.350000 sec): 3 clusters
  Score: Raw -930093.439902 + Penalty 2919.291539 = -927174.148363
  nChanged 18
		SP:Iteration 60F (3147.370000 sec): 3 clusters
  Score: Raw -930098.565074 + Penalty 2919.291539 = -927179.273535
  nChanged 19
		SP:Iteration 61Q (3147.390000 sec): 3 clusters
  Score: Raw -930102.516974 + Penalty 2919.291539 = -927183.225436
  nChanged 14
		SP:Iteration 62Q (3147.410000 sec): 3 clusters
  Score: Raw -930105.070157 + Penalty 2919.291539 = -927185.778618
  nChanged 13
		SP:Iteration 63Q (3147.420000 sec): 3 clusters
  Score: Raw -930108.607662 + Penalty 2919.291539 = -927189.316123
  nChanged 17
		SP:Iteration 64Q (3147.440000 sec): 3 clusters
  Score: Raw -930112.830484 + Penalty 2919.291539 = -927193.538945
  nChanged 19
		SP:Iteration 65Q (3147.450000 sec): 3 clusters
  Score: Raw -930117.897449 + Penalty 2919.291539 = -927198.605910
  nChanged 16
		SP:Iteration 66Q (3147.470000 sec): 3 clusters
  Score: Raw -930121.381710 + Penalty 2919.291539 = -927202.090171
  nChanged 11
		SP:Iteration 67Q (3147.490000 sec): 3 clusters
  Score: Raw -930123.825682 + Penalty 2919.291539 = -927204.534143
  nChanged 7
		SP:Iteration 68Q (3147.500000 sec): 3 clusters
  Score: Raw -930125.514864 + Penalty 2919.291539 = -927206.223325
  nChanged 8
		SP:Iteration 69Q (3147.520000 sec): 3 clusters
  Score: Raw -930128.574430 + Penalty 2919.291539 = -927209.282891
  nChanged 9
		SP:Iteration 70Q (3147.530000 sec): 3 clusters
  Score: Raw -930130.735561 + Penalty 2919.291539 = -927211.444023
  nChanged 10
		SP:Iteration 71Q (3147.550000 sec): 3 clusters
  Score: Raw -930132.299727 + Penalty 2919.291539 = -927213.008188
  nChanged 9
		SP:Iteration 72Q (3147.570000 sec): 3 clusters
  Score: Raw -930133.667916 + Penalty 2919.291539 = -927214.376377
  nChanged 7
		SP:Iteration 73Q (3147.580000 sec): 3 clusters
  Score: Raw -930135.028157 + Penalty 2919.291539 = -927215.736618
  nChanged 7
		SP:Iteration 74Q (3147.600000 sec): 3 clusters
  Score: Raw -930135.788555 + Penalty 2919.291539 = -927216.497016
  nChanged 1
		SP:Iteration 75Q (3147.610000 sec): 3 clusters
  Score: Raw -930135.910705 + Penalty 2919.291539 = -927216.619167
  nChanged 1
		SP:Iteration 76Q (3147.630000 sec): 3 clusters
  Score: Raw -930136.128889 + Penalty 2919.291539 = -927216.837351
  nChanged 2
		SP:Iteration 77Q (3147.650000 sec): 3 clusters
  Score: Raw -930136.587165 + Penalty 2919.291539 = -927217.295626
  nChanged 3
		SP:Iteration 78Q (3147.660000 sec): 3 clusters
  Score: Raw -930136.880324 + Penalty 2919.291539 = -927217.588785
  nChanged 3
		SP:Iteration 79Q (3147.680000 sec): 3 clusters
  Score: Raw -930137.143350 + Penalty 2919.291539 = -927217.851812
  nChanged 3
		SP:Iteration 80F (3147.700000 sec): 3 clusters
  Score: Raw -930137.855051 + Penalty 2919.291539 = -927218.563512
  nChanged 4
		SP:Iteration 81Q (3147.710000 sec): 3 clusters
  Score: Raw -930138.626711 + Penalty 2919.291539 = -927219.335172
  nChanged 3
		SP:Iteration 82Q (3147.730000 sec): 3 clusters
  Score: Raw -930139.129769 + Penalty 2919.291539 = -927219.838231
  nChanged 1
		SP:Iteration 83Q (3147.750000 sec): 3 clusters
  Score: Raw -930139.350258 + Penalty 2919.291539 = -927220.058719
  nChanged 0
		SP:Iteration 84F (3147.770000 sec): 3 clusters
  Score: Raw -930139.350258 + Penalty 2919.291539 = -927220.058719
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (10241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3147.800000 sec): 2 clusters
  Score: Raw -1184375.982333 + Penalty 1500.550114 = -1182875.432218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3147.820000 sec): 3 clusters
  Score: Raw -1178634.459542 + Penalty 3001.100229 = -1175633.359313
  nChanged 4378
		SP:Iteration 1F (3147.850000 sec): 3 clusters
  Score: Raw -1180966.209102 + Penalty 3001.100229 = -1177965.108873
  nChanged 631
		SP:Iteration 2F (3147.870000 sec): 3 clusters
  Score: Raw -1181259.865531 + Penalty 3001.100229 = -1178258.765302
  nChanged 545
		SP:Iteration 3F (3147.900000 sec): 3 clusters
  Score: Raw -1181517.466273 + Penalty 3001.100229 = -1178516.366044
  nChanged 517
		SP:Iteration 4F (3147.930000 sec): 3 clusters
  Score: Raw -1181786.022996 + Penalty 3001.100229 = -1178784.922767
  nChanged 464
		SP:Iteration 5Q (3147.950000 sec): 3 clusters
  Score: Raw -1182046.314332 + Penalty 3001.100229 = -1179045.214103
  nChanged 470
		SP:Iteration 6Q (3147.980000 sec): 3 clusters
  Score: Raw -1182322.735826 + Penalty 3001.100229 = -1179321.635597
  nChanged 449
		SP:Iteration 7Q (3148.000000 sec): 3 clusters
  Score: Raw -1182583.669514 + Penalty 3001.100229 = -1179582.569286
  nChanged 445
		SP:Iteration 8Q (3148.030000 sec): 3 clusters
  Score: Raw -1182882.602399 + Penalty 3001.100229 = -1179881.502171
  nChanged 450
		SP:Iteration 9Q (3148.050000 sec): 3 clusters
  Score: Raw -1183194.638253 + Penalty 3001.100229 = -1180193.538024
  nChanged 447
		SP:Iteration 10Q (3148.080000 sec): 3 clusters
  Score: Raw -1183479.506626 + Penalty 3001.100229 = -1180478.406397
  nChanged 322
		SP:Iteration 11Q (3148.100000 sec): 3 clusters
  Score: Raw -1183633.548073 + Penalty 3001.100229 = -1180632.447844
  nChanged 230
		SP:Iteration 12Q (3148.130000 sec): 3 clusters
  Score: Raw -1183725.308807 + Penalty 3001.100229 = -1180724.208578
  nChanged 169
		SP:Iteration 13Q (3148.150000 sec): 3 clusters
  Score: Raw -1183792.662575 + Penalty 3001.100229 = -1180791.562346
  nChanged 145
		SP:Iteration 14Q (3148.180000 sec): 3 clusters
  Score: Raw -1183836.302826 + Penalty 3001.100229 = -1180835.202597
  nChanged 111
		SP:Iteration 15Q (3148.200000 sec): 3 clusters
  Score: Raw -1183866.749433 + Penalty 3001.100229 = -1180865.649204
  nChanged 77
		SP:Iteration 16Q (3148.230000 sec): 3 clusters
  Score: Raw -1183884.862768 + Penalty 3001.100229 = -1180883.762539
  nChanged 55
		SP:Iteration 17Q (3148.250000 sec): 3 clusters
  Score: Raw -1183896.629947 + Penalty 3001.100229 = -1180895.529718
  nChanged 48
		SP:Iteration 18Q (3148.270000 sec): 3 clusters
  Score: Raw -1183904.090098 + Penalty 3001.100229 = -1180902.989869
  nChanged 31
		SP:Iteration 19Q (3148.300000 sec): 3 clusters
  Score: Raw -1183908.300993 + Penalty 3001.100229 = -1180907.200764
  nChanged 33
		SP:Iteration 20F (3148.320000 sec): 3 clusters
  Score: Raw -1183914.758649 + Penalty 3001.100229 = -1180913.658420
  nChanged 39
		SP:Iteration 21Q (3148.350000 sec): 3 clusters
  Score: Raw -1183921.033496 + Penalty 3001.100229 = -1180919.933267
  nChanged 32
		SP:Iteration 22Q (3148.370000 sec): 3 clusters
  Score: Raw -1183926.443017 + Penalty 3001.100229 = -1180925.342788
  nChanged 35
		SP:Iteration 23Q (3148.390000 sec): 3 clusters
  Score: Raw -1183934.039765 + Penalty 3001.100229 = -1180932.939536
  nChanged 30
		SP:Iteration 24Q (3148.420000 sec): 3 clusters
  Score: Raw -1183939.579775 + Penalty 3001.100229 = -1180938.479546
  nChanged 40
		SP:Iteration 25Q (3148.440000 sec): 3 clusters
  Score: Raw -1183947.029720 + Penalty 3001.100229 = -1180945.929491
  nChanged 38
		SP:Iteration 26Q (3148.470000 sec): 3 clusters
  Score: Raw -1183953.934704 + Penalty 3001.100229 = -1180952.834476
  nChanged 33
		SP:Iteration 27Q (3148.490000 sec): 3 clusters
  Score: Raw -1183960.274955 + Penalty 3001.100229 = -1180959.174726
  nChanged 41
		SP:Iteration 28Q (3148.510000 sec): 3 clusters
  Score: Raw -1183969.225566 + Penalty 3001.100229 = -1180968.125337
  nChanged 49
		SP:Iteration 29Q (3148.540000 sec): 3 clusters
  Score: Raw -1183979.872419 + Penalty 3001.100229 = -1180978.772190
  nChanged 42
		SP:Iteration 30Q (3148.560000 sec): 3 clusters
  Score: Raw -1183988.691369 + Penalty 3001.100229 = -1180987.591141
  nChanged 52
		SP:Iteration 31Q (3148.590000 sec): 3 clusters
  Score: Raw -1184001.707845 + Penalty 3001.100229 = -1181000.607617
  nChanged 46
		SP:Iteration 32Q (3148.610000 sec): 3 clusters
  Score: Raw -1184012.335499 + Penalty 3001.100229 = -1181011.235270
  nChanged 37
		SP:Iteration 33Q (3148.630000 sec): 3 clusters
  Score: Raw -1184019.979740 + Penalty 3001.100229 = -1181018.879511
  nChanged 42
		SP:Iteration 34Q (3148.650000 sec): 3 clusters
  Score: Raw -1184029.268156 + Penalty 3001.100229 = -1181028.167927
  nChanged 43
		SP:Iteration 35Q (3148.680000 sec): 3 clusters
  Score: Raw -1184038.968425 + Penalty 3001.100229 = -1181037.868196
  nChanged 40
		SP:Iteration 36Q (3148.700000 sec): 3 clusters
  Score: Raw -1184049.260841 + Penalty 3001.100229 = -1181048.160612
  nChanged 44
		SP:Iteration 37Q (3148.720000 sec): 3 clusters
  Score: Raw -1184059.943959 + Penalty 3001.100229 = -1181058.843730
  nChanged 51
		SP:Iteration 38Q (3148.750000 sec): 3 clusters
  Score: Raw -1184072.918354 + Penalty 3001.100229 = -1181071.818125
  nChanged 45
		SP:Iteration 39Q (3148.770000 sec): 3 clusters
  Score: Raw -1184082.853655 + Penalty 3001.100229 = -1181081.753426
  nChanged 48
		SP:Iteration 40F (3148.790000 sec): 3 clusters
  Score: Raw -1184095.689158 + Penalty 3001.100229 = -1181094.588929
  nChanged 42
		SP:Iteration 41Q (3148.820000 sec): 3 clusters
  Score: Raw -1184105.314522 + Penalty 3001.100229 = -1181104.214293
  nChanged 38
		SP:Iteration 42Q (3148.840000 sec): 3 clusters
  Score: Raw -1184114.057458 + Penalty 3001.100229 = -1181112.957230
  nChanged 33
		SP:Iteration 43Q (3148.870000 sec): 3 clusters
  Score: Raw -1184123.663757 + Penalty 3001.100229 = -1181122.563528
  nChanged 49
		SP:Iteration 44Q (3148.890000 sec): 3 clusters
  Score: Raw -1184137.405598 + Penalty 3001.100229 = -1181136.305369
  nChanged 37
		SP:Iteration 45Q (3148.910000 sec): 3 clusters
  Score: Raw -1184146.165243 + Penalty 3001.100229 = -1181145.065014
  nChanged 30
		SP:Iteration 46Q (3148.930000 sec): 3 clusters
  Score: Raw -1184153.220888 + Penalty 3001.100229 = -1181152.120660
  nChanged 35
		SP:Iteration 47Q (3148.960000 sec): 3 clusters
  Score: Raw -1184160.421006 + Penalty 3001.100229 = -1181159.320777
  nChanged 30
		SP:Iteration 48Q (3148.980000 sec): 3 clusters
  Score: Raw -1184166.042104 + Penalty 3001.100229 = -1181164.941875
  nChanged 30
		SP:Iteration 49Q (3149.000000 sec): 3 clusters
  Score: Raw -1184172.224089 + Penalty 3001.100229 = -1181171.123860
  nChanged 33
		SP:Iteration 50Q (3149.030000 sec): 3 clusters
  Score: Raw -1184179.547432 + Penalty 3001.100229 = -1181178.447204
  nChanged 33
		SP:Iteration 51Q (3149.050000 sec): 3 clusters
  Score: Raw -1184186.858469 + Penalty 3001.100229 = -1181185.758241
  nChanged 24
		SP:Iteration 52Q (3149.070000 sec): 3 clusters
  Score: Raw -1184191.697652 + Penalty 3001.100229 = -1181190.597423
  nChanged 24
		SP:Iteration 53Q (3149.090000 sec): 3 clusters
  Score: Raw -1184197.091351 + Penalty 3001.100229 = -1181195.991122
  nChanged 29
		SP:Iteration 54Q (3149.110000 sec): 3 clusters
  Score: Raw -1184203.467244 + Penalty 3001.100229 = -1181202.367015
  nChanged 28
		SP:Iteration 55Q (3149.140000 sec): 3 clusters
  Score: Raw -1184209.156531 + Penalty 3001.100229 = -1181208.056302
  nChanged 21
		SP:Iteration 56Q (3149.160000 sec): 3 clusters
  Score: Raw -1184213.067671 + Penalty 3001.100229 = -1181211.967442
  nChanged 23
		SP:Iteration 57Q (3149.180000 sec): 3 clusters
  Score: Raw -1184217.527115 + Penalty 3001.100229 = -1181216.426886
  nChanged 24
		SP:Iteration 58Q (3149.200000 sec): 3 clusters
  Score: Raw -1184221.852702 + Penalty 3001.100229 = -1181220.752473
  nChanged 21
		SP:Iteration 59Q (3149.230000 sec): 3 clusters
  Score: Raw -1184226.506461 + Penalty 3001.100229 = -1181225.406232
  nChanged 15
		SP:Iteration 60F (3149.250000 sec): 3 clusters
  Score: Raw -1184229.947923 + Penalty 3001.100229 = -1181228.847694
  nChanged 13
		SP:Iteration 61Q (3149.270000 sec): 3 clusters
  Score: Raw -1184232.128935 + Penalty 3001.100229 = -1181231.028706
  nChanged 14
		SP:Iteration 62Q (3149.300000 sec): 3 clusters
  Score: Raw -1184234.651251 + Penalty 3001.100229 = -1181233.551022
  nChanged 11
		SP:Iteration 63Q (3149.320000 sec): 3 clusters
  Score: Raw -1184236.763917 + Penalty 3001.100229 = -1181235.663688
  nChanged 13
		SP:Iteration 64Q (3149.340000 sec): 3 clusters
  Score: Raw -1184240.498858 + Penalty 3001.100229 = -1181239.398629
  nChanged 20
		SP:Iteration 65Q (3149.360000 sec): 3 clusters
  Score: Raw -1184245.941631 + Penalty 3001.100229 = -1181244.841402
  nChanged 18
		SP:Iteration 66Q (3149.390000 sec): 3 clusters
  Score: Raw -1184249.590008 + Penalty 3001.100229 = -1181248.489779
  nChanged 26
		SP:Iteration 67Q (3149.410000 sec): 3 clusters
  Score: Raw -1184256.705500 + Penalty 3001.100229 = -1181255.605271
  nChanged 21
		SP:Iteration 68Q (3149.430000 sec): 3 clusters
  Score: Raw -1184261.654280 + Penalty 3001.100229 = -1181260.554052
  nChanged 19
		SP:Iteration 69Q (3149.450000 sec): 3 clusters
  Score: Raw -1184267.389181 + Penalty 3001.100229 = -1181266.288953
  nChanged 23
		SP:Iteration 70Q (3149.470000 sec): 3 clusters
  Score: Raw -1184273.193872 + Penalty 3001.100229 = -1181272.093644
  nChanged 31
		SP:Iteration 71Q (3149.490000 sec): 3 clusters
  Score: Raw -1184281.292249 + Penalty 3001.100229 = -1181280.192020
  nChanged 34
		SP:Iteration 72Q (3149.520000 sec): 3 clusters
  Score: Raw -1184291.706506 + Penalty 3001.100229 = -1181290.606277
  nChanged 51
		SP:Iteration 73Q (3149.540000 sec): 3 clusters
  Score: Raw -1184307.275599 + Penalty 3001.100229 = -1181306.175370
  nChanged 50
		SP:Iteration 74Q (3149.560000 sec): 3 clusters
  Score: Raw -1184322.814090 + Penalty 3001.100229 = -1181321.713862
  nChanged 56
		SP:Iteration 75Q (3149.580000 sec): 3 clusters
  Score: Raw -1184340.357449 + Penalty 3001.100229 = -1181339.257220
  nChanged 52
		SP:Iteration 76Q (3149.600000 sec): 3 clusters
  Score: Raw -1184356.505392 + Penalty 3001.100229 = -1181355.405163
  nChanged 36
		SP:Iteration 77Q (3149.630000 sec): 3 clusters
  Score: Raw -1184368.847682 + Penalty 3001.100229 = -1181367.747453
  nChanged 49
		SP:Iteration 78Q (3149.650000 sec): 3 clusters
  Score: Raw -1184386.150131 + Penalty 3001.100229 = -1181385.049902
  nChanged 43
		SP:Iteration 79Q (3149.670000 sec): 3 clusters
  Score: Raw -1184398.516971 + Penalty 3001.100229 = -1181397.416742
  nChanged 37
		SP:Iteration 80F (3149.690000 sec): 3 clusters
  Score: Raw -1184412.634473 + Penalty 3001.100229 = -1181411.534244
  nChanged 45
		SP:Iteration 81Q (3149.710000 sec): 3 clusters
  Score: Raw -1184428.211266 + Penalty 3001.100229 = -1181427.111037
  nChanged 42
		SP:Iteration 82Q (3149.730000 sec): 3 clusters
  Score: Raw -1184444.265722 + Penalty 3001.100229 = -1181443.165493
  nChanged 39
		SP:Iteration 83Q (3149.750000 sec): 3 clusters
  Score: Raw -1184458.934936 + Penalty 3001.100229 = -1181457.834707
  nChanged 34
		SP:Iteration 84Q (3149.780000 sec): 3 clusters
  Score: Raw -1184471.756706 + Penalty 3001.100229 = -1181470.656477
  nChanged 34
		SP:Iteration 85Q (3149.800000 sec): 3 clusters
  Score: Raw -1184486.252833 + Penalty 3001.100229 = -1181485.152604
  nChanged 22
		SP:Iteration 86Q (3149.820000 sec): 3 clusters
  Score: Raw -1184494.413805 + Penalty 3001.100229 = -1181493.313576
  nChanged 22
		SP:Iteration 87Q (3149.840000 sec): 3 clusters
  Score: Raw -1184502.331715 + Penalty 3001.100229 = -1181501.231487
  nChanged 22
		SP:Iteration 88Q (3149.860000 sec): 3 clusters
  Score: Raw -1184510.673614 + Penalty 3001.100229 = -1181509.573385
  nChanged 23
		SP:Iteration 89Q (3149.880000 sec): 3 clusters
  Score: Raw -1184517.328489 + Penalty 3001.100229 = -1181516.228260
  nChanged 12
		SP:Iteration 90Q (3149.900000 sec): 3 clusters
  Score: Raw -1184520.698829 + Penalty 3001.100229 = -1181519.598600
  nChanged 12
		SP:Iteration 91Q (3149.920000 sec): 3 clusters
  Score: Raw -1184523.900082 + Penalty 3001.100229 = -1181522.799853
  nChanged 7
		SP:Iteration 92Q (3149.940000 sec): 3 clusters
  Score: Raw -1184526.868499 + Penalty 3001.100229 = -1181525.768271
  nChanged 12
		SP:Iteration 93Q (3149.960000 sec): 3 clusters
  Score: Raw -1184530.997530 + Penalty 3001.100229 = -1181529.897301
  nChanged 8
		SP:Iteration 94Q (3149.980000 sec): 3 clusters
  Score: Raw -1184532.729505 + Penalty 3001.100229 = -1181531.629277
  nChanged 3
		SP:Iteration 95Q (3150.000000 sec): 3 clusters
  Score: Raw -1184533.682608 + Penalty 3001.100229 = -1181532.582379
  nChanged 3
		SP:Iteration 96Q (3150.020000 sec): 3 clusters
  Score: Raw -1184534.456159 + Penalty 3001.100229 = -1181533.355930
  nChanged 3
		SP:Iteration 97Q (3150.040000 sec): 3 clusters
  Score: Raw -1184535.878801 + Penalty 3001.100229 = -1181534.778573
  nChanged 1
		SP:Iteration 98Q (3150.060000 sec): 3 clusters
  Score: Raw -1184536.235233 + Penalty 3001.100229 = -1181535.135004
  nChanged 2
		SP:Iteration 99Q (3150.080000 sec): 3 clusters
  Score: Raw -1184536.754645 + Penalty 3001.100229 = -1181535.654417
  nChanged 3
		SP:Iteration 100F (3150.110000 sec): 3 clusters
  Score: Raw -1184537.728459 + Penalty 3001.100229 = -1181536.628230
  nChanged 6
		SP:Iteration 101Q (3150.130000 sec): 3 clusters
  Score: Raw -1184539.587579 + Penalty 3001.100229 = -1181538.487350
  nChanged 8
		SP:Iteration 102Q (3150.150000 sec): 3 clusters
  Score: Raw -1184542.384426 + Penalty 3001.100229 = -1181541.284197
  nChanged 10
		SP:Iteration 103Q (3150.170000 sec): 3 clusters
  Score: Raw -1184545.462246 + Penalty 3001.100229 = -1181544.362017
  nChanged 5
		SP:Iteration 104Q (3150.190000 sec): 3 clusters
  Score: Raw -1184547.632937 + Penalty 3001.100229 = -1181546.532708
  nChanged 6
		SP:Iteration 105Q (3150.210000 sec): 3 clusters
  Score: Raw -1184549.349187 + Penalty 3001.100229 = -1181548.248958
  nChanged 5
		SP:Iteration 106Q (3150.230000 sec): 3 clusters
  Score: Raw -1184551.031652 + Penalty 3001.100229 = -1181549.931423
  nChanged 4
		SP:Iteration 107Q (3150.250000 sec): 3 clusters
  Score: Raw -1184551.682454 + Penalty 3001.100229 = -1181550.582226
  nChanged 2
		SP:Iteration 108Q (3150.270000 sec): 3 clusters
  Score: Raw -1184552.381999 + Penalty 3001.100229 = -1181551.281770
  nChanged 3
		SP:Iteration 109Q (3150.290000 sec): 3 clusters
  Score: Raw -1184553.058463 + Penalty 3001.100229 = -1181551.958235
  nChanged 6
		SP:Iteration 110Q (3150.310000 sec): 3 clusters
  Score: Raw -1184554.818692 + Penalty 3001.100229 = -1181553.718464
  nChanged 5
		SP:Iteration 111Q (3150.330000 sec): 3 clusters
  Score: Raw -1184555.789086 + Penalty 3001.100229 = -1181554.688858
  nChanged 2
		SP:Iteration 112Q (3150.350000 sec): 3 clusters
  Score: Raw -1184556.326153 + Penalty 3001.100229 = -1181555.225924
  nChanged 3
		SP:Iteration 113Q (3150.370000 sec): 3 clusters
  Score: Raw -1184557.069388 + Penalty 3001.100229 = -1181555.969159
  nChanged 4
		SP:Iteration 114Q (3150.390000 sec): 3 clusters
  Score: Raw -1184558.302679 + Penalty 3001.100229 = -1181557.202450
  nChanged 3
		SP:Iteration 115Q (3150.410000 sec): 3 clusters
  Score: Raw -1184559.413183 + Penalty 3001.100229 = -1181558.312954
  nChanged 3
		SP:Iteration 116Q (3150.430000 sec): 3 clusters
  Score: Raw -1184560.845664 + Penalty 3001.100229 = -1181559.745435
  nChanged 4
		SP:Iteration 117Q (3150.450000 sec): 3 clusters
  Score: Raw -1184561.563319 + Penalty 3001.100229 = -1181560.463090
  nChanged 2
		SP:Iteration 118Q (3150.470000 sec): 3 clusters
  Score: Raw -1184561.908074 + Penalty 3001.100229 = -1181560.807845
  nChanged 0
		SP:Iteration 119F (3150.490000 sec): 3 clusters
  Score: Raw -1184561.908074 + Penalty 3001.100229 = -1181560.807845
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (4207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3150.510000 sec): 2 clusters
  Score: Raw -474264.172441 + Penalty 1355.982076 = -472908.190365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3150.520000 sec): 3 clusters
  Score: Raw -472135.911263 + Penalty 2711.964152 = -469423.947110
  nChanged 1675
		SP:Iteration 1F (3150.530000 sec): 3 clusters
  Score: Raw -473089.988873 + Penalty 2711.964152 = -470378.024721
  nChanged 315
		SP:Iteration 2F (3150.540000 sec): 3 clusters
  Score: Raw -473295.500649 + Penalty 2711.964152 = -470583.536496
  nChanged 220
		SP:Iteration 3F (3150.550000 sec): 3 clusters
  Score: Raw -473409.050638 + Penalty 2711.964152 = -470697.086485
  nChanged 162
		SP:Iteration 4Q (3150.560000 sec): 3 clusters
  Score: Raw -473491.757805 + Penalty 2711.964152 = -470779.793653
  nChanged 153
		SP:Iteration 5Q (3150.570000 sec): 3 clusters
  Score: Raw -473565.031131 + Penalty 2711.964152 = -470853.066978
  nChanged 114
		SP:Iteration 6Q (3150.580000 sec): 3 clusters
  Score: Raw -473628.764045 + Penalty 2711.964152 = -470916.799893
  nChanged 130
		SP:Iteration 7Q (3150.590000 sec): 3 clusters
  Score: Raw -473688.162070 + Penalty 2711.964152 = -470976.197917
  nChanged 121
		SP:Iteration 8Q (3150.600000 sec): 3 clusters
  Score: Raw -473751.917044 + Penalty 2711.964152 = -471039.952892
  nChanged 113
		SP:Iteration 9Q (3150.610000 sec): 3 clusters
  Score: Raw -473821.988780 + Penalty 2711.964152 = -471110.024628
  nChanged 103
		SP:Iteration 10Q (3150.620000 sec): 3 clusters
  Score: Raw -473896.369606 + Penalty 2711.964152 = -471184.405454
  nChanged 112
		SP:Iteration 11Q (3150.630000 sec): 3 clusters
  Score: Raw -473973.259545 + Penalty 2711.964152 = -471261.295393
  nChanged 113
		SP:Iteration 12Q (3150.640000 sec): 3 clusters
  Score: Raw -474041.734005 + Penalty 2711.964152 = -471329.769852
  nChanged 94
		SP:Iteration 13Q (3150.650000 sec): 3 clusters
  Score: Raw -474095.298572 + Penalty 2711.964152 = -471383.334420
  nChanged 88
		SP:Iteration 14Q (3150.660000 sec): 3 clusters
  Score: Raw -474144.109490 + Penalty 2711.964152 = -471432.145338
  nChanged 81
		SP:Iteration 15Q (3150.670000 sec): 3 clusters
  Score: Raw -474186.374483 + Penalty 2711.964152 = -471474.410331
  nChanged 67
		SP:Iteration 16Q (3150.680000 sec): 3 clusters
  Score: Raw -474215.765574 + Penalty 2711.964152 = -471503.801422
  nChanged 58
		SP:Iteration 17Q (3150.690000 sec): 3 clusters
  Score: Raw -474240.784002 + Penalty 2711.964152 = -471528.819850
  nChanged 48
		SP:Iteration 18Q (3150.700000 sec): 3 clusters
  Score: Raw -474258.588130 + Penalty 2711.964152 = -471546.623978
  nChanged 52
		SP:Iteration 19Q (3150.710000 sec): 3 clusters
  Score: Raw -474277.145347 + Penalty 2711.964152 = -471565.181195
  nChanged 44
		SP:Iteration 20F (3150.720000 sec): 3 clusters
  Score: Raw -474295.227260 + Penalty 2711.964152 = -471583.263108
  nChanged 46
		SP:Iteration 21Q (3150.730000 sec): 3 clusters
  Score: Raw -474311.560850 + Penalty 2711.964152 = -471599.596697
  nChanged 40
		SP:Iteration 22Q (3150.740000 sec): 3 clusters
  Score: Raw -474327.013166 + Penalty 2711.964152 = -471615.049014
  nChanged 30
		SP:Iteration 23Q (3150.750000 sec): 3 clusters
  Score: Raw -474340.157938 + Penalty 2711.964152 = -471628.193786
  nChanged 19
		SP:Iteration 24Q (3150.760000 sec): 3 clusters
  Score: Raw -474348.885623 + Penalty 2711.964152 = -471636.921471
  nChanged 18
		SP:Iteration 25Q (3150.770000 sec): 3 clusters
  Score: Raw -474356.621543 + Penalty 2711.964152 = -471644.657391
  nChanged 17
		SP:Iteration 26Q (3150.780000 sec): 3 clusters
  Score: Raw -474363.185773 + Penalty 2711.964152 = -471651.221620
  nChanged 13
		SP:Iteration 27Q (3150.790000 sec): 3 clusters
  Score: Raw -474366.788356 + Penalty 2711.964152 = -471654.824204
  nChanged 10
		SP:Iteration 28Q (3150.800000 sec): 3 clusters
  Score: Raw -474368.934086 + Penalty 2711.964152 = -471656.969934
  nChanged 9
		SP:Iteration 29Q (3150.810000 sec): 3 clusters
  Score: Raw -474371.210374 + Penalty 2711.964152 = -471659.246222
  nChanged 8
		SP:Iteration 30Q (3150.820000 sec): 3 clusters
  Score: Raw -474373.096189 + Penalty 2711.964152 = -471661.132037
  nChanged 7
		SP:Iteration 31Q (3150.830000 sec): 3 clusters
  Score: Raw -474374.837662 + Penalty 2711.964152 = -471662.873510
  nChanged 8
		SP:Iteration 32Q (3150.840000 sec): 3 clusters
  Score: Raw -474376.929034 + Penalty 2711.964152 = -471664.964882
  nChanged 15
		SP:Iteration 33Q (3150.850000 sec): 3 clusters
  Score: Raw -474381.270632 + Penalty 2711.964152 = -471669.306480
  nChanged 13
		SP:Iteration 34Q (3150.860000 sec): 3 clusters
  Score: Raw -474386.173104 + Penalty 2711.964152 = -471674.208952
  nChanged 14
		SP:Iteration 35Q (3150.870000 sec): 3 clusters
  Score: Raw -474390.712745 + Penalty 2711.964152 = -471678.748592
  nChanged 10
		SP:Iteration 36Q (3150.880000 sec): 3 clusters
  Score: Raw -474394.821501 + Penalty 2711.964152 = -471682.857349
  nChanged 8
		SP:Iteration 37Q (3150.890000 sec): 3 clusters
  Score: Raw -474397.499427 + Penalty 2711.964152 = -471685.535274
  nChanged 5
		SP:Iteration 38Q (3150.900000 sec): 3 clusters
  Score: Raw -474399.931761 + Penalty 2711.964152 = -471687.967609
  nChanged 10
		SP:Iteration 39Q (3150.910000 sec): 3 clusters
  Score: Raw -474403.904436 + Penalty 2711.964152 = -471691.940284
  nChanged 7
		SP:Iteration 40F (3150.920000 sec): 3 clusters
  Score: Raw -474406.531966 + Penalty 2711.964152 = -471694.567813
  nChanged 6
		SP:Iteration 41Q (3150.930000 sec): 3 clusters
  Score: Raw -474408.297859 + Penalty 2711.964152 = -471696.333706
  nChanged 6
		SP:Iteration 42Q (3150.940000 sec): 3 clusters
  Score: Raw -474410.687030 + Penalty 2711.964152 = -471698.722878
  nChanged 7
		SP:Iteration 43Q (3150.940000 sec): 3 clusters
  Score: Raw -474412.993578 + Penalty 2711.964152 = -471701.029426
  nChanged 9
		SP:Iteration 44Q (3150.960000 sec): 3 clusters
  Score: Raw -474416.192069 + Penalty 2711.964152 = -471704.227917
  nChanged 8
		SP:Iteration 45Q (3150.960000 sec): 3 clusters
  Score: Raw -474419.157899 + Penalty 2711.964152 = -471707.193747
  nChanged 12
		SP:Iteration 46Q (3150.970000 sec): 3 clusters
  Score: Raw -474422.506527 + Penalty 2711.964152 = -471710.542375
  nChanged 5
		SP:Iteration 47Q (3150.980000 sec): 3 clusters
  Score: Raw -474424.532680 + Penalty 2711.964152 = -471712.568528
  nChanged 10
		SP:Iteration 48Q (3150.990000 sec): 3 clusters
  Score: Raw -474427.420772 + Penalty 2711.964152 = -471715.456620
  nChanged 7
		SP:Iteration 49Q (3151.000000 sec): 3 clusters
  Score: Raw -474429.842209 + Penalty 2711.964152 = -471717.878057
  nChanged 8
		SP:Iteration 50Q (3151.010000 sec): 3 clusters
  Score: Raw -474431.833141 + Penalty 2711.964152 = -471719.868989
  nChanged 5
		SP:Iteration 51Q (3151.020000 sec): 3 clusters
  Score: Raw -474433.366036 + Penalty 2711.964152 = -471721.401884
  nChanged 2
		SP:Iteration 52Q (3151.030000 sec): 3 clusters
  Score: Raw -474434.095441 + Penalty 2711.964152 = -471722.131289
  nChanged 3
		SP:Iteration 53Q (3151.040000 sec): 3 clusters
  Score: Raw -474435.040825 + Penalty 2711.964152 = -471723.076673
  nChanged 3
		SP:Iteration 54Q (3151.050000 sec): 3 clusters
  Score: Raw -474435.535455 + Penalty 2711.964152 = -471723.571302
  nChanged 2
		SP:Iteration 55Q (3151.060000 sec): 3 clusters
  Score: Raw -474435.864420 + Penalty 2711.964152 = -471723.900268
  nChanged 1
		SP:Iteration 56Q (3151.070000 sec): 3 clusters
  Score: Raw -474435.959029 + Penalty 2711.964152 = -471723.994877
  nChanged 0
		SP:Iteration 57F (3151.080000 sec): 3 clusters
  Score: Raw -474435.959029 + Penalty 2711.964152 = -471723.994877
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (3615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3151.090000 sec): 2 clusters
  Score: Raw -373836.485753 + Penalty 1331.337659 = -372505.148094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3151.100000 sec): 3 clusters
  Score: Raw -372059.736627 + Penalty 2662.675319 = -369397.061309
  nChanged 1438
		SP:Iteration 1F (3151.110000 sec): 3 clusters
  Score: Raw -373039.601643 + Penalty 2662.675319 = -370376.926325
  nChanged 343
		SP:Iteration 2F (3151.120000 sec): 3 clusters
  Score: Raw -373293.081331 + Penalty 2662.675319 = -370630.406013
  nChanged 214
		SP:Iteration 3F (3151.130000 sec): 3 clusters
  Score: Raw -373457.622532 + Penalty 2662.675319 = -370794.947213
  nChanged 179
		SP:Iteration 4Q (3151.140000 sec): 3 clusters
  Score: Raw -373583.364865 + Penalty 2662.675319 = -370920.689546
  nChanged 141
		SP:Iteration 5Q (3151.140000 sec): 3 clusters
  Score: Raw -373681.383588 + Penalty 2662.675319 = -371018.708269
  nChanged 125
		SP:Iteration 6Q (3151.160000 sec): 3 clusters
  Score: Raw -373772.557701 + Penalty 2662.675319 = -371109.882382
  nChanged 119
		SP:Iteration 7Q (3151.160000 sec): 3 clusters
  Score: Raw -373852.935651 + Penalty 2662.675319 = -371190.260332
  nChanged 100
		SP:Iteration 8Q (3151.170000 sec): 3 clusters
  Score: Raw -373924.921634 + Penalty 2662.675319 = -371262.246315
  nChanged 81
		SP:Iteration 9Q (3151.180000 sec): 3 clusters
  Score: Raw -373973.223440 + Penalty 2662.675319 = -371310.548121
  nChanged 66
		SP:Iteration 10Q (3151.190000 sec): 3 clusters
  Score: Raw -374011.637831 + Penalty 2662.675319 = -371348.962513
  nChanged 65
		SP:Iteration 11Q (3151.200000 sec): 3 clusters
  Score: Raw -374044.629999 + Penalty 2662.675319 = -371381.954681
  nChanged 50
		SP:Iteration 12Q (3151.200000 sec): 3 clusters
  Score: Raw -374072.816643 + Penalty 2662.675319 = -371410.141324
  nChanged 38
		SP:Iteration 13Q (3151.220000 sec): 3 clusters
  Score: Raw -374087.831199 + Penalty 2662.675319 = -371425.155880
  nChanged 20
		SP:Iteration 14Q (3151.220000 sec): 3 clusters
  Score: Raw -374093.764231 + Penalty 2662.675319 = -371431.088913
  nChanged 12
		SP:Iteration 15Q (3151.230000 sec): 3 clusters
  Score: Raw -374097.345598 + Penalty 2662.675319 = -371434.670279
  nChanged 7
		SP:Iteration 16Q (3151.240000 sec): 3 clusters
  Score: Raw -374100.692005 + Penalty 2662.675319 = -371438.016687
  nChanged 8
		SP:Iteration 17Q (3151.250000 sec): 3 clusters
  Score: Raw -374103.261016 + Penalty 2662.675319 = -371440.585697
  nChanged 6
		SP:Iteration 18Q (3151.260000 sec): 3 clusters
  Score: Raw -374104.599660 + Penalty 2662.675319 = -371441.924341
  nChanged 4
		SP:Iteration 19Q (3151.260000 sec): 3 clusters
  Score: Raw -374105.495916 + Penalty 2662.675319 = -371442.820597
  nChanged 1
		SP:Iteration 20F (3151.270000 sec): 3 clusters
  Score: Raw -374105.872363 + Penalty 2662.675319 = -371443.197044
  nChanged 1
		SP:Iteration 21Q (3151.280000 sec): 3 clusters
  Score: Raw -374106.196930 + Penalty 2662.675319 = -371443.521611
  nChanged 0
		SP:Iteration 22F (3151.290000 sec): 3 clusters
  Score: Raw -374106.196930 + Penalty 2662.675319 = -371443.521611
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (9627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3151.330000 sec): 2 clusters
  Score: Raw -1100152.613045 + Penalty 1490.503126 = -1098662.109919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3151.350000 sec): 3 clusters
  Score: Raw -1094741.553035 + Penalty 2981.006252 = -1091760.546783
  nChanged 4136
		SP:Iteration 1F (3151.380000 sec): 3 clusters
  Score: Raw -1097062.284960 + Penalty 2981.006252 = -1094081.278707
  nChanged 606
		SP:Iteration 2F (3151.400000 sec): 3 clusters
  Score: Raw -1097410.406728 + Penalty 2981.006252 = -1094429.400476
  nChanged 552
		SP:Iteration 3F (3151.420000 sec): 3 clusters
  Score: Raw -1097800.112564 + Penalty 2981.006252 = -1094819.106311
  nChanged 552
		SP:Iteration 4F (3151.450000 sec): 3 clusters
  Score: Raw -1098220.378763 + Penalty 2981.006252 = -1095239.372510
  nChanged 525
		SP:Iteration 5F (3151.470000 sec): 3 clusters
  Score: Raw -1098598.476887 + Penalty 2981.006252 = -1095617.470634
  nChanged 494
		SP:Iteration 6F (3151.500000 sec): 3 clusters
  Score: Raw -1098962.531333 + Penalty 2981.006252 = -1095981.525081
  nChanged 505
		SP:Iteration 7F (3151.520000 sec): 3 clusters
  Score: Raw -1099351.089972 + Penalty 2981.006252 = -1096370.083720
  nChanged 478
		SP:Iteration 8Q (3151.540000 sec): 3 clusters
  Score: Raw -1099721.881023 + Penalty 2981.006252 = -1096740.874771
  nChanged 430
		SP:Iteration 9Q (3151.560000 sec): 3 clusters
  Score: Raw -1100017.721545 + Penalty 2981.006252 = -1097036.715293
  nChanged 318
		SP:Iteration 10Q (3151.590000 sec): 3 clusters
  Score: Raw -1100229.645462 + Penalty 2981.006252 = -1097248.639209
  nChanged 249
		SP:Iteration 11Q (3151.610000 sec): 3 clusters
  Score: Raw -1100392.879667 + Penalty 2981.006252 = -1097411.873414
  nChanged 214
		SP:Iteration 12Q (3151.630000 sec): 3 clusters
  Score: Raw -1100530.122032 + Penalty 2981.006252 = -1097549.115780
  nChanged 188
		SP:Iteration 13Q (3151.650000 sec): 3 clusters
  Score: Raw -1100626.691596 + Penalty 2981.006252 = -1097645.685344
  nChanged 137
		SP:Iteration 14Q (3151.680000 sec): 3 clusters
  Score: Raw -1100696.306901 + Penalty 2981.006252 = -1097715.300649
  nChanged 123
		SP:Iteration 15Q (3151.700000 sec): 3 clusters
  Score: Raw -1100747.985662 + Penalty 2981.006252 = -1097766.979410
  nChanged 88
		SP:Iteration 16Q (3151.720000 sec): 3 clusters
  Score: Raw -1100773.470426 + Penalty 2981.006252 = -1097792.464174
  nChanged 57
		SP:Iteration 17Q (3151.740000 sec): 3 clusters
  Score: Raw -1100787.996141 + Penalty 2981.006252 = -1097806.989889
  nChanged 44
		SP:Iteration 18Q (3151.760000 sec): 3 clusters
  Score: Raw -1100800.253624 + Penalty 2981.006252 = -1097819.247371
  nChanged 48
		SP:Iteration 19Q (3151.780000 sec): 3 clusters
  Score: Raw -1100812.651556 + Penalty 2981.006252 = -1097831.645303
  nChanged 44
		SP:Iteration 20F (3151.800000 sec): 3 clusters
  Score: Raw -1100824.142069 + Penalty 2981.006252 = -1097843.135817
  nChanged 36
		SP:Iteration 21Q (3151.820000 sec): 3 clusters
  Score: Raw -1100833.140259 + Penalty 2981.006252 = -1097852.134007
  nChanged 30
		SP:Iteration 22Q (3151.840000 sec): 3 clusters
  Score: Raw -1100840.360559 + Penalty 2981.006252 = -1097859.354307
  nChanged 32
		SP:Iteration 23Q (3151.860000 sec): 3 clusters
  Score: Raw -1100846.502247 + Penalty 2981.006252 = -1097865.495995
  nChanged 22
		SP:Iteration 24Q (3151.890000 sec): 3 clusters
  Score: Raw -1100850.589882 + Penalty 2981.006252 = -1097869.583630
  nChanged 22
		SP:Iteration 25Q (3151.910000 sec): 3 clusters
  Score: Raw -1100854.068999 + Penalty 2981.006252 = -1097873.062746
  nChanged 8
		SP:Iteration 26Q (3151.930000 sec): 3 clusters
  Score: Raw -1100855.370295 + Penalty 2981.006252 = -1097874.364043
  nChanged 8
		SP:Iteration 27Q (3151.950000 sec): 3 clusters
  Score: Raw -1100856.476671 + Penalty 2981.006252 = -1097875.470419
  nChanged 3
		SP:Iteration 28Q (3151.970000 sec): 3 clusters
  Score: Raw -1100856.980900 + Penalty 2981.006252 = -1097875.974647
  nChanged 4
		SP:Iteration 29Q (3151.990000 sec): 3 clusters
  Score: Raw -1100857.409959 + Penalty 2981.006252 = -1097876.403707
  nChanged 1
		SP:Iteration 30Q (3152.010000 sec): 3 clusters
  Score: Raw -1100857.698211 + Penalty 2981.006252 = -1097876.691958
  nChanged 3
		SP:Iteration 31Q (3152.030000 sec): 3 clusters
  Score: Raw -1100858.022564 + Penalty 2981.006252 = -1097877.016312
  nChanged 2
		SP:Iteration 32Q (3152.050000 sec): 3 clusters
  Score: Raw -1100858.350209 + Penalty 2981.006252 = -1097877.343957
  nChanged 0
		SP:Iteration 33F (3152.080000 sec): 3 clusters
  Score: Raw -1100858.350209 + Penalty 2981.006252 = -1097877.343957
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 34 (12149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3152.110000 sec): 2 clusters
  Score: Raw -1476814.231547 + Penalty 1528.312848 = -1475285.918699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3152.140000 sec): 3 clusters
  Score: Raw -1469819.475429 + Penalty 3056.625696 = -1466762.849733
  nChanged 5320
		SP:Iteration 1F (3152.170000 sec): 3 clusters
  Score: Raw -1472803.279650 + Penalty 3056.625696 = -1469746.653954
  nChanged 714
		SP:Iteration 2F (3152.200000 sec): 3 clusters
  Score: Raw -1473131.190208 + Penalty 3056.625696 = -1470074.564513
  nChanged 678
		SP:Iteration 3F (3152.240000 sec): 3 clusters
  Score: Raw -1473490.164915 + Penalty 3056.625696 = -1470433.539219
  nChanged 682
		SP:Iteration 4F (3152.260000 sec): 3 clusters
  Score: Raw -1473916.944923 + Penalty 3056.625696 = -1470860.319227
  nChanged 724
		SP:Iteration 5F (3152.300000 sec): 3 clusters
  Score: Raw -1474423.710673 + Penalty 3056.625696 = -1471367.084978
  nChanged 735
		SP:Iteration 6F (3152.320000 sec): 3 clusters
  Score: Raw -1475021.241546 + Penalty 3056.625696 = -1471964.615850
  nChanged 669
		SP:Iteration 7F (3152.360000 sec): 3 clusters
  Score: Raw -1475615.774412 + Penalty 3056.625696 = -1472559.148716
  nChanged 518
		SP:Iteration 8Q (3152.380000 sec): 3 clusters
  Score: Raw -1476076.883063 + Penalty 3056.625696 = -1473020.257367
  nChanged 357
		SP:Iteration 9Q (3152.410000 sec): 3 clusters
  Score: Raw -1476389.696026 + Penalty 3056.625696 = -1473333.070330
  nChanged 229
		SP:Iteration 10Q (3152.440000 sec): 3 clusters
  Score: Raw -1476588.166286 + Penalty 3056.625696 = -1473531.540590
  nChanged 140
		SP:Iteration 11Q (3152.460000 sec): 3 clusters
  Score: Raw -1476706.293805 + Penalty 3056.625696 = -1473649.668109
  nChanged 83
		SP:Iteration 12Q (3152.490000 sec): 3 clusters
  Score: Raw -1476770.309220 + Penalty 3056.625696 = -1473713.683524
  nChanged 57
		SP:Iteration 13Q (3152.510000 sec): 3 clusters
  Score: Raw -1476821.147458 + Penalty 3056.625696 = -1473764.521763
  nChanged 46
		SP:Iteration 14Q (3152.530000 sec): 3 clusters
  Score: Raw -1476866.538166 + Penalty 3056.625696 = -1473809.912471
  nChanged 33
		SP:Iteration 15Q (3152.560000 sec): 3 clusters
  Score: Raw -1476900.550350 + Penalty 3056.625696 = -1473843.924654
  nChanged 30
		SP:Iteration 16Q (3152.580000 sec): 3 clusters
  Score: Raw -1476933.583886 + Penalty 3056.625696 = -1473876.958191
  nChanged 26
		SP:Iteration 17Q (3152.600000 sec): 3 clusters
  Score: Raw -1476961.230791 + Penalty 3056.625696 = -1473904.605096
  nChanged 12
		SP:Iteration 18Q (3152.620000 sec): 3 clusters
  Score: Raw -1476974.407520 + Penalty 3056.625696 = -1473917.781824
  nChanged 14
		SP:Iteration 19Q (3152.640000 sec): 3 clusters
  Score: Raw -1476987.259788 + Penalty 3056.625696 = -1473930.634092
  nChanged 10
		SP:Iteration 20F (3152.670000 sec): 3 clusters
  Score: Raw -1476995.592207 + Penalty 3056.625696 = -1473938.966511
  nChanged 5
		SP:Iteration 21Q (3152.690000 sec): 3 clusters
  Score: Raw -1477001.073816 + Penalty 3056.625696 = -1473944.448121
  nChanged 4
		SP:Iteration 22Q (3152.710000 sec): 3 clusters
  Score: Raw -1477004.398410 + Penalty 3056.625696 = -1473947.772714
  nChanged 2
		SP:Iteration 23Q (3152.740000 sec): 3 clusters
  Score: Raw -1477006.821474 + Penalty 3056.625696 = -1473950.195778
  nChanged 4
		SP:Iteration 24Q (3152.760000 sec): 3 clusters
  Score: Raw -1477010.150601 + Penalty 3056.625696 = -1473953.524905
  nChanged 1
		SP:Iteration 25Q (3152.780000 sec): 3 clusters
  Score: Raw -1477011.394699 + Penalty 3056.625696 = -1473954.769004
  nChanged 2
		SP:Iteration 26Q (3152.800000 sec): 3 clusters
  Score: Raw -1477012.873010 + Penalty 3056.625696 = -1473956.247314
  nChanged 2
		SP:Iteration 27Q (3152.820000 sec): 3 clusters
  Score: Raw -1477014.051315 + Penalty 3056.625696 = -1473957.425620
  nChanged 1
		SP:Iteration 28Q (3152.840000 sec): 3 clusters
  Score: Raw -1477014.362626 + Penalty 3056.625696 = -1473957.736930
  nChanged 0
		SP:Iteration 29F (3152.870000 sec): 3 clusters
  Score: Raw -1477014.362626 + Penalty 3056.625696 = -1473957.736930
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3153.060000 sec): 2 clusters
  Score: Raw -7493419.717975 + Penalty 1799.855136 = -7491619.862838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3153.230000 sec): 3 clusters
  Score: Raw -7452060.455115 + Penalty 3599.710272 = -7448460.744842
  nChanged 30590
		SP:Iteration 1F (3153.400000 sec): 3 clusters
  Score: Raw -7469573.106917 + Penalty 3599.710272 = -7465973.396645
  nChanged 2897
		SP:Iteration 2Q (3153.570000 sec): 3 clusters
  Score: Raw -7470623.952134 + Penalty 3599.710272 = -7467024.241861
  nChanged 3354
		SP:Iteration 3F (3153.740000 sec): 3 clusters
  Score: Raw -7472025.902409 + Penalty 3599.710272 = -7468426.192136
  nChanged 3743
		SP:Iteration 4F (3153.900000 sec): 3 clusters
  Score: Raw -7473823.567189 + Penalty 3599.710272 = -7470223.856916
  nChanged 4053
		SP:Iteration 5F (3154.080000 sec): 3 clusters
  Score: Raw -7475883.349673 + Penalty 3599.710272 = -7472283.639401
  nChanged 4031
		SP:Iteration 6F (3154.240000 sec): 3 clusters
  Score: Raw -7477974.887657 + Penalty 3599.710272 = -7474375.177385
  nChanged 3652
		SP:Iteration 7F (3154.410000 sec): 3 clusters
  Score: Raw -7479786.240169 + Penalty 3599.710272 = -7476186.529897
  nChanged 3143
		SP:Iteration 8Q (3154.580000 sec): 3 clusters
  Score: Raw -7481300.522354 + Penalty 3599.710272 = -7477700.812082
  nChanged 2739
		SP:Iteration 9Q (3154.760000 sec): 3 clusters
  Score: Raw -7482633.878409 + Penalty 3599.710272 = -7479034.168137
  nChanged 2474
		SP:Iteration 10Q (3154.920000 sec): 3 clusters
  Score: Raw -7483945.243266 + Penalty 3599.710272 = -7480345.532994
  nChanged 2544
		SP:Iteration 11Q (3155.100000 sec): 3 clusters
  Score: Raw -7485550.954944 + Penalty 3599.710272 = -7481951.244672
  nChanged 2569
		SP:Iteration 12Q (3155.260000 sec): 3 clusters
  Score: Raw -7487496.602162 + Penalty 3599.710272 = -7483896.891889
  nChanged 2368
		SP:Iteration 13Q (3155.440000 sec): 3 clusters
  Score: Raw -7489547.942427 + Penalty 3599.710272 = -7485948.232155
  nChanged 1953
		SP:Iteration 14Q (3155.600000 sec): 3 clusters
  Score: Raw -7491384.272606 + Penalty 3599.710272 = -7487784.562334
  nChanged 1235
		SP:Iteration 15Q (3155.760000 sec): 3 clusters
  Score: Raw -7492532.541314 + Penalty 3599.710272 = -7488932.831041
  nChanged 648
		SP:Iteration 16Q (3155.900000 sec): 3 clusters
  Score: Raw -7493089.286244 + Penalty 3599.710272 = -7489489.575972
  nChanged 321
		SP:Iteration 17Q (3156.040000 sec): 3 clusters
  Score: Raw -7493341.025107 + Penalty 3599.710272 = -7489741.314835
  nChanged 180
		SP:Iteration 18Q (3156.160000 sec): 3 clusters
  Score: Raw -7493484.788776 + Penalty 3599.710272 = -7489885.078504
  nChanged 109
		SP:Iteration 19Q (3156.290000 sec): 3 clusters
  Score: Raw -7493575.223791 + Penalty 3599.710272 = -7489975.513518
  nChanged 62
		SP:Iteration 20F (3156.460000 sec): 3 clusters
  Score: Raw -7493622.672298 + Penalty 3599.710272 = -7490022.962026
  nChanged 41
		SP:Iteration 21Q (3156.570000 sec): 3 clusters
  Score: Raw -7493645.413164 + Penalty 3599.710272 = -7490045.702891
  nChanged 21
		SP:Iteration 22Q (3156.690000 sec): 3 clusters
  Score: Raw -7493659.904096 + Penalty 3599.710272 = -7490060.193824
  nChanged 23
		SP:Iteration 23Q (3156.810000 sec): 3 clusters
  Score: Raw -7493680.821347 + Penalty 3599.710272 = -7490081.111074
  nChanged 22
		SP:Iteration 24Q (3156.930000 sec): 3 clusters
  Score: Raw -7493699.414834 + Penalty 3599.710272 = -7490099.704562
  nChanged 27
		SP:Iteration 25Q (3157.050000 sec): 3 clusters
  Score: Raw -7493718.985170 + Penalty 3599.710272 = -7490119.274897
  nChanged 17
		SP:Iteration 26Q (3157.160000 sec): 3 clusters
  Score: Raw -7493731.134575 + Penalty 3599.710272 = -7490131.424303
  nChanged 11
		SP:Iteration 27Q (3157.280000 sec): 3 clusters
  Score: Raw -7493739.998125 + Penalty 3599.710272 = -7490140.287853
  nChanged 12
		SP:Iteration 28Q (3157.400000 sec): 3 clusters
  Score: Raw -7493747.588167 + Penalty 3599.710272 = -7490147.877894
  nChanged 13
		SP:Iteration 29Q (3157.520000 sec): 3 clusters
  Score: Raw -7493757.273432 + Penalty 3599.710272 = -7490157.563160
  nChanged 8
		SP:Iteration 30Q (3157.630000 sec): 3 clusters
  Score: Raw -7493764.129797 + Penalty 3599.710272 = -7490164.419525
  nChanged 5
		SP:Iteration 31Q (3157.750000 sec): 3 clusters
  Score: Raw -7493766.763745 + Penalty 3599.710272 = -7490167.053473
  nChanged 1
		SP:Iteration 32Q (3157.860000 sec): 3 clusters
  Score: Raw -7493767.519209 + Penalty 3599.710272 = -7490167.808937
  nChanged 1
		SP:Iteration 33Q (3157.980000 sec): 3 clusters
  Score: Raw -7493767.858153 + Penalty 3599.710272 = -7490168.147881
  nChanged 0
		SP:Iteration 34F (3158.150000 sec): 3 clusters
  Score: Raw -7493767.858153 + Penalty 3599.710272 = -7490168.147881
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3158.200000 sec): 2 clusters
  Score: Raw -565446.078713 + Penalty 1384.401001 = -564061.677712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3158.210000 sec): 3 clusters
  Score: Raw -562866.148885 + Penalty 2768.802002 = -560097.346883
  nChanged 2062
		SP:Iteration 1F (3158.220000 sec): 3 clusters
  Score: Raw -563933.044780 + Penalty 2768.802002 = -561164.242779
  nChanged 323
		SP:Iteration 2F (3158.230000 sec): 3 clusters
  Score: Raw -564101.042643 + Penalty 2768.802002 = -561332.240641
  nChanged 243
		SP:Iteration 3Q (3158.250000 sec): 3 clusters
  Score: Raw -564234.889296 + Penalty 2768.802002 = -561466.087294
  nChanged 231
		SP:Iteration 4Q (3158.260000 sec): 3 clusters
  Score: Raw -564359.647668 + Penalty 2768.802002 = -561590.845666
  nChanged 212
		SP:Iteration 5Q (3158.270000 sec): 3 clusters
  Score: Raw -564498.499517 + Penalty 2768.802002 = -561729.697515
  nChanged 219
		SP:Iteration 6Q (3158.280000 sec): 3 clusters
  Score: Raw -564662.818310 + Penalty 2768.802002 = -561894.016308
  nChanged 240
		SP:Iteration 7Q (3158.300000 sec): 3 clusters
  Score: Raw -564885.067861 + Penalty 2768.802002 = -562116.265859
  nChanged 230
		SP:Iteration 8Q (3158.310000 sec): 3 clusters
  Score: Raw -565133.890450 + Penalty 2768.802002 = -562365.088448
  nChanged 219
		SP:Iteration 9Q (3158.320000 sec): 3 clusters
  Score: Raw -565363.068356 + Penalty 2768.802002 = -562594.266354
  nChanged 167
		SP:Iteration 10Q (3158.330000 sec): 3 clusters
  Score: Raw -565572.838671 + Penalty 2768.802002 = -562804.036669
  nChanged 117
		SP:Iteration 11Q (3158.340000 sec): 3 clusters
  Score: Raw -565700.246392 + Penalty 2768.802002 = -562931.444390
  nChanged 88
		SP:Iteration 12Q (3158.350000 sec): 3 clusters
  Score: Raw -565784.765087 + Penalty 2768.802002 = -563015.963085
  nChanged 72
		SP:Iteration 13Q (3158.360000 sec): 3 clusters
  Score: Raw -565850.339690 + Penalty 2768.802002 = -563081.537688
  nChanged 66
		SP:Iteration 14Q (3158.370000 sec): 3 clusters
  Score: Raw -565893.028424 + Penalty 2768.802002 = -563124.226422
  nChanged 28
		SP:Iteration 15Q (3158.380000 sec): 3 clusters
  Score: Raw -565911.458239 + Penalty 2768.802002 = -563142.656237
  nChanged 25
		SP:Iteration 16Q (3158.390000 sec): 3 clusters
  Score: Raw -565927.338507 + Penalty 2768.802002 = -563158.536505
  nChanged 37
		SP:Iteration 17Q (3158.400000 sec): 3 clusters
  Score: Raw -565948.713084 + Penalty 2768.802002 = -563179.911083
  nChanged 27
		SP:Iteration 18Q (3158.410000 sec): 3 clusters
  Score: Raw -565963.533294 + Penalty 2768.802002 = -563194.731292
  nChanged 22
		SP:Iteration 19Q (3158.420000 sec): 3 clusters
  Score: Raw -565974.945093 + Penalty 2768.802002 = -563206.143091
  nChanged 20
		SP:Iteration 20F (3158.440000 sec): 3 clusters
  Score: Raw -565987.470829 + Penalty 2768.802002 = -563218.668827
  nChanged 17
		SP:Iteration 21Q (3158.450000 sec): 3 clusters
  Score: Raw -565998.361135 + Penalty 2768.802002 = -563229.559134
  nChanged 24
		SP:Iteration 22Q (3158.460000 sec): 3 clusters
  Score: Raw -566011.952825 + Penalty 2768.802002 = -563243.150823
  nChanged 30
		SP:Iteration 23Q (3158.470000 sec): 3 clusters
  Score: Raw -566031.634486 + Penalty 2768.802002 = -563262.832484
  nChanged 31
		SP:Iteration 24Q (3158.480000 sec): 3 clusters
  Score: Raw -566055.127795 + Penalty 2768.802002 = -563286.325793
  nChanged 37
		SP:Iteration 25Q (3158.480000 sec): 3 clusters
  Score: Raw -566085.584463 + Penalty 2768.802002 = -563316.782461
  nChanged 34
		SP:Iteration 26Q (3158.500000 sec): 3 clusters
  Score: Raw -566111.366915 + Penalty 2768.802002 = -563342.564913
  nChanged 32
		SP:Iteration 27Q (3158.500000 sec): 3 clusters
  Score: Raw -566131.038291 + Penalty 2768.802002 = -563362.236289
  nChanged 27
		SP:Iteration 28Q (3158.520000 sec): 3 clusters
  Score: Raw -566148.144994 + Penalty 2768.802002 = -563379.342992
  nChanged 23
		SP:Iteration 29Q (3158.520000 sec): 3 clusters
  Score: Raw -566158.535079 + Penalty 2768.802002 = -563389.733077
  nChanged 20
		SP:Iteration 30Q (3158.540000 sec): 3 clusters
  Score: Raw -566168.491467 + Penalty 2768.802002 = -563399.689466
  nChanged 15
		SP:Iteration 31Q (3158.540000 sec): 3 clusters
  Score: Raw -566176.406897 + Penalty 2768.802002 = -563407.604896
  nChanged 11
		SP:Iteration 32Q (3158.550000 sec): 3 clusters
  Score: Raw -566181.976481 + Penalty 2768.802002 = -563413.174480
  nChanged 10
		SP:Iteration 33Q (3158.560000 sec): 3 clusters
  Score: Raw -566185.555431 + Penalty 2768.802002 = -563416.753429
  nChanged 12
		SP:Iteration 34Q (3158.570000 sec): 3 clusters
  Score: Raw -566191.369070 + Penalty 2768.802002 = -563422.567069
  nChanged 8
		SP:Iteration 35Q (3158.580000 sec): 3 clusters
  Score: Raw -566195.001880 + Penalty 2768.802002 = -563426.199878
  nChanged 6
		SP:Iteration 36Q (3158.590000 sec): 3 clusters
  Score: Raw -566196.632665 + Penalty 2768.802002 = -563427.830663
  nChanged 3
		SP:Iteration 37Q (3158.600000 sec): 3 clusters
  Score: Raw -566197.650780 + Penalty 2768.802002 = -563428.848778
  nChanged 3
		SP:Iteration 38Q (3158.610000 sec): 3 clusters
  Score: Raw -566198.582045 + Penalty 2768.802002 = -563429.780043
  nChanged 1
		SP:Iteration 39Q (3158.620000 sec): 3 clusters
  Score: Raw -566198.877126 + Penalty 2768.802002 = -563430.075125
  nChanged 1
		SP:Iteration 40F (3158.630000 sec): 3 clusters
  Score: Raw -566199.138707 + Penalty 2768.802002 = -563430.336705
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3158.640000 sec): 2 clusters
  Score: Raw -48340.424056 + Penalty 991.665772 = -47348.758284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3158.640000 sec): 3 clusters
  Score: Raw -48326.539043 + Penalty 1983.331543 = -46343.207500
  nChanged 95
		SP:Iteration 1F (3158.640000 sec): 3 clusters
  Score: Raw -48482.642054 + Penalty 1983.331543 = -46499.310511
  nChanged 28
		SP:Iteration 2F (3158.640000 sec): 3 clusters
  Score: Raw -48547.979452 + Penalty 1983.331543 = -46564.647909
  nChanged 16
		SP:Iteration 3Q (3158.640000 sec): 3 clusters
  Score: Raw -48575.704223 + Penalty 1983.331543 = -46592.372680
  nChanged 8
		SP:Iteration 4Q (3158.640000 sec): 3 clusters
  Score: Raw -48589.441292 + Penalty 1983.331543 = -46606.109748
  nChanged 8
		SP:Iteration 5Q (3158.640000 sec): 3 clusters
  Score: Raw -48601.317756 + Penalty 1983.331543 = -46617.986213
  nChanged 2
		SP:Iteration 6Q (3158.650000 sec): 3 clusters
  Score: Raw -48607.031746 + Penalty 1983.331543 = -46623.700203
  nChanged 6
		SP:Iteration 7Q (3158.650000 sec): 3 clusters
  Score: Raw -48615.198295 + Penalty 1983.331543 = -46631.866752
  nChanged 3
		SP:Iteration 8Q (3158.650000 sec): 3 clusters
  Score: Raw -48622.778912 + Penalty 1983.331543 = -46639.447369
  nChanged 5
		SP:Iteration 9Q (3158.650000 sec): 3 clusters
  Score: Raw -48639.823160 + Penalty 1983.331543 = -46656.491617
  nChanged 3
		SP:Iteration 10Q (3158.650000 sec): 3 clusters
  Score: Raw -48645.440066 + Penalty 1983.331543 = -46662.108523
  nChanged 2
		SP:Iteration 11Q (3158.650000 sec): 3 clusters
  Score: Raw -48647.157251 + Penalty 1983.331543 = -46663.825708
  nChanged 0
		SP:Iteration 12F (3158.650000 sec): 3 clusters
  Score: Raw -48647.157251 + Penalty 1983.331543 = -46663.825708
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 38 (1386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3158.660000 sec): 2 clusters
  Score: Raw -156254.990342 + Penalty 1175.553792 = -155079.436551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3158.660000 sec): 3 clusters
  Score: Raw -155720.250944 + Penalty 2351.107583 = -153369.143360
  nChanged 443
		SP:Iteration 1F (3158.670000 sec): 3 clusters
  Score: Raw -156037.919753 + Penalty 2351.107583 = -153686.812169
  nChanged 120
		SP:Iteration 2F (3158.670000 sec): 3 clusters
  Score: Raw -156153.402238 + Penalty 2351.107583 = -153802.294654
  nChanged 85
		SP:Iteration 3F (3158.670000 sec): 3 clusters
  Score: Raw -156234.947854 + Penalty 2351.107583 = -153883.840270
  nChanged 62
		SP:Iteration 4Q (3158.680000 sec): 3 clusters
  Score: Raw -156302.692498 + Penalty 2351.107583 = -153951.584915
  nChanged 59
		SP:Iteration 5Q (3158.680000 sec): 3 clusters
  Score: Raw -156359.017120 + Penalty 2351.107583 = -154007.909536
  nChanged 42
		SP:Iteration 6Q (3158.680000 sec): 3 clusters
  Score: Raw -156394.925570 + Penalty 2351.107583 = -154043.817986
  nChanged 35
		SP:Iteration 7Q (3158.690000 sec): 3 clusters
  Score: Raw -156423.952252 + Penalty 2351.107583 = -154072.844669
  nChanged 27
		SP:Iteration 8Q (3158.690000 sec): 3 clusters
  Score: Raw -156445.298658 + Penalty 2351.107583 = -154094.191074
  nChanged 24
		SP:Iteration 9Q (3158.690000 sec): 3 clusters
  Score: Raw -156467.506032 + Penalty 2351.107583 = -154116.398449
  nChanged 27
		SP:Iteration 10Q (3158.700000 sec): 3 clusters
  Score: Raw -156494.033159 + Penalty 2351.107583 = -154142.925576
  nChanged 23
		SP:Iteration 11Q (3158.700000 sec): 3 clusters
  Score: Raw -156515.277762 + Penalty 2351.107583 = -154164.170179
  nChanged 14
		SP:Iteration 12Q (3158.700000 sec): 3 clusters
  Score: Raw -156525.910245 + Penalty 2351.107583 = -154174.802661
  nChanged 16
		SP:Iteration 13Q (3158.710000 sec): 3 clusters
  Score: Raw -156536.729419 + Penalty 2351.107583 = -154185.621836
  nChanged 10
		SP:Iteration 14Q (3158.710000 sec): 3 clusters
  Score: Raw -156546.138153 + Penalty 2351.107583 = -154195.030570
  nChanged 12
		SP:Iteration 15Q (3158.710000 sec): 3 clusters
  Score: Raw -156555.161975 + Penalty 2351.107583 = -154204.054391
  nChanged 9
		SP:Iteration 16Q (3158.720000 sec): 3 clusters
  Score: Raw -156564.001864 + Penalty 2351.107583 = -154212.894280
  nChanged 10
		SP:Iteration 17Q (3158.720000 sec): 3 clusters
  Score: Raw -156570.560563 + Penalty 2351.107583 = -154219.452979
  nChanged 3
		SP:Iteration 18Q (3158.720000 sec): 3 clusters
  Score: Raw -156572.025025 + Penalty 2351.107583 = -154220.917442
  nChanged 3
		SP:Iteration 19Q (3158.730000 sec): 3 clusters
  Score: Raw -156573.697619 + Penalty 2351.107583 = -154222.590035
  nChanged 5
		SP:Iteration 20F (3158.730000 sec): 3 clusters
  Score: Raw -156581.297697 + Penalty 2351.107583 = -154230.190113
  nChanged 2
		SP:Iteration 21Q (3158.730000 sec): 3 clusters
  Score: Raw -156583.927031 + Penalty 2351.107583 = -154232.819448
  nChanged 4
		SP:Iteration 22Q (3158.740000 sec): 3 clusters
  Score: Raw -156588.408149 + Penalty 2351.107583 = -154237.300565
  nChanged 2
		SP:Iteration 23Q (3158.740000 sec): 3 clusters
  Score: Raw -156589.629888 + Penalty 2351.107583 = -154238.522305
  nChanged 2
		SP:Iteration 24Q (3158.740000 sec): 3 clusters
  Score: Raw -156590.967068 + Penalty 2351.107583 = -154239.859485
  nChanged 1
		SP:Iteration 25Q (3158.750000 sec): 3 clusters
  Score: Raw -156591.374442 + Penalty 2351.107583 = -154240.266859
  nChanged 0
		SP:Iteration 26F (3158.750000 sec): 3 clusters
  Score: Raw -156591.374442 + Penalty 2351.107583 = -154240.266859
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3158.760000 sec): 2 clusters
  Score: Raw -267756.537345 + Penalty 1258.633287 = -266497.904058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3158.760000 sec): 3 clusters
  Score: Raw -266755.276298 + Penalty 2517.266573 = -264238.009725
  nChanged 853
		SP:Iteration 1F (3158.770000 sec): 3 clusters
  Score: Raw -267595.676683 + Penalty 2517.266573 = -265078.410110
  nChanged 228
		SP:Iteration 2F (3158.780000 sec): 3 clusters
  Score: Raw -267881.181588 + Penalty 2517.266573 = -265363.915015
  nChanged 186
		SP:Iteration 3F (3158.780000 sec): 3 clusters
  Score: Raw -268045.306555 + Penalty 2517.266573 = -265528.039982
  nChanged 134
		SP:Iteration 4F (3158.790000 sec): 3 clusters
  Score: Raw -268159.880548 + Penalty 2517.266573 = -265642.613975
  nChanged 114
		SP:Iteration 5Q (3158.790000 sec): 3 clusters
  Score: Raw -268267.379174 + Penalty 2517.266573 = -265750.112601
  nChanged 101
		SP:Iteration 6Q (3158.800000 sec): 3 clusters
  Score: Raw -268362.954083 + Penalty 2517.266573 = -265845.687510
  nChanged 90
		SP:Iteration 7Q (3158.800000 sec): 3 clusters
  Score: Raw -268435.477394 + Penalty 2517.266573 = -265918.210821
  nChanged 74
		SP:Iteration 8Q (3158.810000 sec): 3 clusters
  Score: Raw -268506.604163 + Penalty 2517.266573 = -265989.337589
  nChanged 74
		SP:Iteration 9Q (3158.820000 sec): 3 clusters
  Score: Raw -268571.085759 + Penalty 2517.266573 = -266053.819185
  nChanged 48
		SP:Iteration 10Q (3158.820000 sec): 3 clusters
  Score: Raw -268612.528783 + Penalty 2517.266573 = -266095.262210
  nChanged 38
		SP:Iteration 11Q (3158.820000 sec): 3 clusters
  Score: Raw -268649.837404 + Penalty 2517.266573 = -266132.570831
  nChanged 38
		SP:Iteration 12Q (3158.830000 sec): 3 clusters
  Score: Raw -268683.157190 + Penalty 2517.266573 = -266165.890616
  nChanged 32
		SP:Iteration 13Q (3158.840000 sec): 3 clusters
  Score: Raw -268707.705374 + Penalty 2517.266573 = -266190.438801
  nChanged 23
		SP:Iteration 14Q (3158.840000 sec): 3 clusters
  Score: Raw -268730.741501 + Penalty 2517.266573 = -266213.474928
  nChanged 12
		SP:Iteration 15Q (3158.840000 sec): 3 clusters
  Score: Raw -268747.992772 + Penalty 2517.266573 = -266230.726199
  nChanged 12
		SP:Iteration 16Q (3158.850000 sec): 3 clusters
  Score: Raw -268759.446464 + Penalty 2517.266573 = -266242.179890
  nChanged 6
		SP:Iteration 17Q (3158.860000 sec): 3 clusters
  Score: Raw -268763.960213 + Penalty 2517.266573 = -266246.693639
  nChanged 4
		SP:Iteration 18Q (3158.860000 sec): 3 clusters
  Score: Raw -268766.311950 + Penalty 2517.266573 = -266249.045376
  nChanged 3
		SP:Iteration 19Q (3158.860000 sec): 3 clusters
  Score: Raw -268768.641409 + Penalty 2517.266573 = -266251.374836
  nChanged 2
		SP:Iteration 20F (3158.870000 sec): 3 clusters
  Score: Raw -268770.384522 + Penalty 2517.266573 = -266253.117948
  nChanged 2
		SP:Iteration 21Q (3158.870000 sec): 3 clusters
  Score: Raw -268771.875068 + Penalty 2517.266573 = -266254.608495
  nChanged 3
		SP:Iteration 22Q (3158.880000 sec): 3 clusters
  Score: Raw -268773.149339 + Penalty 2517.266573 = -266255.882766
  nChanged 2
		SP:Iteration 23Q (3158.880000 sec): 3 clusters
  Score: Raw -268775.396025 + Penalty 2517.266573 = -266258.129452
  nChanged 0
		SP:Iteration 24F (3158.890000 sec): 3 clusters
  Score: Raw -268775.396025 + Penalty 2517.266573 = -266258.129452
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (7529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3158.910000 sec): 2 clusters
  Score: Raw -867249.528724 + Penalty 1450.559095 = -865798.969628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3158.930000 sec): 3 clusters
  Score: Raw -863110.679328 + Penalty 2901.118191 = -860209.561138
  nChanged 3208
		SP:Iteration 1F (3158.950000 sec): 3 clusters
  Score: Raw -864992.918248 + Penalty 2901.118191 = -862091.800057
  nChanged 555
		SP:Iteration 2F (3158.970000 sec): 3 clusters
  Score: Raw -865309.949315 + Penalty 2901.118191 = -862408.831124
  nChanged 462
		SP:Iteration 3F (3158.990000 sec): 3 clusters
  Score: Raw -865568.116628 + Penalty 2901.118191 = -862666.998437
  nChanged 408
		SP:Iteration 4F (3159.010000 sec): 3 clusters
  Score: Raw -865774.515843 + Penalty 2901.118191 = -862873.397652
  nChanged 367
		SP:Iteration 5Q (3159.020000 sec): 3 clusters
  Score: Raw -865960.121628 + Penalty 2901.118191 = -863059.003437
  nChanged 304
		SP:Iteration 6Q (3159.040000 sec): 3 clusters
  Score: Raw -866090.712814 + Penalty 2901.118191 = -863189.594623
  nChanged 241
		SP:Iteration 7Q (3159.060000 sec): 3 clusters
  Score: Raw -866180.979206 + Penalty 2901.118191 = -863279.861015
  nChanged 194
		SP:Iteration 8Q (3159.080000 sec): 3 clusters
  Score: Raw -866243.465685 + Penalty 2901.118191 = -863342.347495
  nChanged 152
		SP:Iteration 9Q (3159.100000 sec): 3 clusters
  Score: Raw -866291.981097 + Penalty 2901.118191 = -863390.862907
  nChanged 135
		SP:Iteration 10Q (3159.120000 sec): 3 clusters
  Score: Raw -866332.027473 + Penalty 2901.118191 = -863430.909282
  nChanged 119
		SP:Iteration 11Q (3159.140000 sec): 3 clusters
  Score: Raw -866368.207363 + Penalty 2901.118191 = -863467.089172
  nChanged 121
		SP:Iteration 12Q (3159.160000 sec): 3 clusters
  Score: Raw -866408.330904 + Penalty 2901.118191 = -863507.212714
  nChanged 125
		SP:Iteration 13Q (3159.180000 sec): 3 clusters
  Score: Raw -866446.925687 + Penalty 2901.118191 = -863545.807496
  nChanged 117
		SP:Iteration 14Q (3159.190000 sec): 3 clusters
  Score: Raw -866487.050566 + Penalty 2901.118191 = -863585.932376
  nChanged 124
		SP:Iteration 15Q (3159.210000 sec): 3 clusters
  Score: Raw -866529.508496 + Penalty 2901.118191 = -863628.390305
  nChanged 112
		SP:Iteration 16Q (3159.230000 sec): 3 clusters
  Score: Raw -866567.684805 + Penalty 2901.118191 = -863666.566615
  nChanged 101
		SP:Iteration 17Q (3159.250000 sec): 3 clusters
  Score: Raw -866598.585765 + Penalty 2901.118191 = -863697.467574
  nChanged 90
		SP:Iteration 18Q (3159.270000 sec): 3 clusters
  Score: Raw -866624.997595 + Penalty 2901.118191 = -863723.879405
  nChanged 90
		SP:Iteration 19Q (3159.280000 sec): 3 clusters
  Score: Raw -866650.320356 + Penalty 2901.118191 = -863749.202165
  nChanged 70
		SP:Iteration 20F (3159.300000 sec): 3 clusters
  Score: Raw -866673.366964 + Penalty 2901.118191 = -863772.248774
  nChanged 84
		SP:Iteration 21Q (3159.320000 sec): 3 clusters
  Score: Raw -866702.844444 + Penalty 2901.118191 = -863801.726253
  nChanged 95
		SP:Iteration 22Q (3159.340000 sec): 3 clusters
  Score: Raw -866734.440334 + Penalty 2901.118191 = -863833.322144
  nChanged 99
		SP:Iteration 23Q (3159.360000 sec): 3 clusters
  Score: Raw -866775.898233 + Penalty 2901.118191 = -863874.780043
  nChanged 117
		SP:Iteration 24Q (3159.380000 sec): 3 clusters
  Score: Raw -866829.520424 + Penalty 2901.118191 = -863928.402233
  nChanged 115
		SP:Iteration 25Q (3159.400000 sec): 3 clusters
  Score: Raw -866878.603703 + Penalty 2901.118191 = -863977.485512
  nChanged 124
		SP:Iteration 26Q (3159.420000 sec): 3 clusters
  Score: Raw -866935.932225 + Penalty 2901.118191 = -864034.814035
  nChanged 113
		SP:Iteration 27Q (3159.440000 sec): 3 clusters
  Score: Raw -866991.233324 + Penalty 2901.118191 = -864090.115133
  nChanged 120
		SP:Iteration 28Q (3159.450000 sec): 3 clusters
  Score: Raw -867050.810843 + Penalty 2901.118191 = -864149.692652
  nChanged 92
		SP:Iteration 29Q (3159.470000 sec): 3 clusters
  Score: Raw -867097.485515 + Penalty 2901.118191 = -864196.367324
  nChanged 101
		SP:Iteration 30Q (3159.490000 sec): 3 clusters
  Score: Raw -867155.049810 + Penalty 2901.118191 = -864253.931619
  nChanged 91
		SP:Iteration 31Q (3159.510000 sec): 3 clusters
  Score: Raw -867201.247528 + Penalty 2901.118191 = -864300.129337
  nChanged 73
		SP:Iteration 32Q (3159.530000 sec): 3 clusters
  Score: Raw -867243.577555 + Penalty 2901.118191 = -864342.459364
  nChanged 86
		SP:Iteration 33Q (3159.540000 sec): 3 clusters
  Score: Raw -867287.824657 + Penalty 2901.118191 = -864386.706466
  nChanged 62
		SP:Iteration 34Q (3159.560000 sec): 3 clusters
  Score: Raw -867325.749253 + Penalty 2901.118191 = -864424.631062
  nChanged 50
		SP:Iteration 35Q (3159.580000 sec): 3 clusters
  Score: Raw -867355.284288 + Penalty 2901.118191 = -864454.166098
  nChanged 38
		SP:Iteration 36Q (3159.600000 sec): 3 clusters
  Score: Raw -867376.168065 + Penalty 2901.118191 = -864475.049874
  nChanged 31
		SP:Iteration 37Q (3159.620000 sec): 3 clusters
  Score: Raw -867392.779721 + Penalty 2901.118191 = -864491.661530
  nChanged 18
		SP:Iteration 38Q (3159.630000 sec): 3 clusters
  Score: Raw -867401.090708 + Penalty 2901.118191 = -864499.972518
  nChanged 9
		SP:Iteration 39Q (3159.650000 sec): 3 clusters
  Score: Raw -867404.774243 + Penalty 2901.118191 = -864503.656052
  nChanged 10
		SP:Iteration 40F (3159.670000 sec): 3 clusters
  Score: Raw -867408.384725 + Penalty 2901.118191 = -864507.266534
  nChanged 8
		SP:Iteration 41Q (3159.690000 sec): 3 clusters
  Score: Raw -867412.910683 + Penalty 2901.118191 = -864511.792492
  nChanged 15
		SP:Iteration 42Q (3159.700000 sec): 3 clusters
  Score: Raw -867421.911916 + Penalty 2901.118191 = -864520.793726
  nChanged 17
		SP:Iteration 43Q (3159.720000 sec): 3 clusters
  Score: Raw -867429.951248 + Penalty 2901.118191 = -864528.833058
  nChanged 14
		SP:Iteration 44Q (3159.740000 sec): 3 clusters
  Score: Raw -867439.033851 + Penalty 2901.118191 = -864537.915660
  nChanged 15
		SP:Iteration 45Q (3159.760000 sec): 3 clusters
  Score: Raw -867451.034837 + Penalty 2901.118191 = -864549.916647
  nChanged 19
		SP:Iteration 46Q (3159.770000 sec): 3 clusters
  Score: Raw -867462.292744 + Penalty 2901.118191 = -864561.174554
  nChanged 12
		SP:Iteration 47Q (3159.790000 sec): 3 clusters
  Score: Raw -867471.436196 + Penalty 2901.118191 = -864570.318005
  nChanged 13
		SP:Iteration 48Q (3159.800000 sec): 3 clusters
  Score: Raw -867480.617145 + Penalty 2901.118191 = -864579.498955
  nChanged 7
		SP:Iteration 49Q (3159.820000 sec): 3 clusters
  Score: Raw -867484.941975 + Penalty 2901.118191 = -864583.823784
  nChanged 6
		SP:Iteration 50Q (3159.840000 sec): 3 clusters
  Score: Raw -867489.304702 + Penalty 2901.118191 = -864588.186512
  nChanged 5
		SP:Iteration 51Q (3159.850000 sec): 3 clusters
  Score: Raw -867493.880549 + Penalty 2901.118191 = -864592.762358
  nChanged 4
		SP:Iteration 52Q (3159.870000 sec): 3 clusters
  Score: Raw -867496.450114 + Penalty 2901.118191 = -864595.331924
  nChanged 0
		SP:Iteration 53F (3159.890000 sec): 3 clusters
  Score: Raw -867496.450114 + Penalty 2901.118191 = -864595.331924
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 41 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3159.900000 sec): 2 clusters
  Score: Raw -42775.898800 + Penalty 971.568937 = -41804.329863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3159.900000 sec): 3 clusters
  Score: Raw -42793.051196 + Penalty 1943.137874 = -40849.913322
  nChanged 79
		SP:Iteration 1F (3159.900000 sec): 3 clusters
  Score: Raw -42935.853732 + Penalty 1943.137874 = -40992.715858
  nChanged 33
		SP:Iteration 2F (3159.900000 sec): 3 clusters
  Score: Raw -43024.074269 + Penalty 1943.137874 = -41080.936395
  nChanged 15
		SP:Iteration 3Q (3159.900000 sec): 3 clusters
  Score: Raw -43066.571841 + Penalty 1943.137874 = -41123.433967
  nChanged 11
		SP:Iteration 4Q (3159.900000 sec): 3 clusters
  Score: Raw -43092.787714 + Penalty 1943.137874 = -41149.649841
  nChanged 5
		SP:Iteration 5Q (3159.900000 sec): 3 clusters
  Score: Raw -43101.331377 + Penalty 1943.137874 = -41158.193503
  nChanged 4
		SP:Iteration 6Q (3159.900000 sec): 3 clusters
  Score: Raw -43106.861220 + Penalty 1943.137874 = -41163.723346
  nChanged 1
		SP:Iteration 7Q (3159.900000 sec): 3 clusters
  Score: Raw -43108.218007 + Penalty 1943.137874 = -41165.080133
  nChanged 0
		SP:Iteration 8F (3159.900000 sec): 3 clusters
  Score: Raw -43108.218007 + Penalty 1943.137874 = -41165.080133
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 42 (10073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3159.940000 sec): 2 clusters
  Score: Raw -1178925.552419 + Penalty 1497.862252 = -1177427.690168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3159.960000 sec): 3 clusters
  Score: Raw -1173218.711029 + Penalty 2995.724503 = -1170222.986525
  nChanged 4364
		SP:Iteration 1F (3159.990000 sec): 3 clusters
  Score: Raw -1175441.175715 + Penalty 2995.724503 = -1172445.451212
  nChanged 562
		SP:Iteration 2F (3160.020000 sec): 3 clusters
  Score: Raw -1175650.527917 + Penalty 2995.724503 = -1172654.803414
  nChanged 446
		SP:Iteration 3Q (3160.040000 sec): 3 clusters
  Score: Raw -1175808.403489 + Penalty 2995.724503 = -1172812.678986
  nChanged 398
		SP:Iteration 4Q (3160.060000 sec): 3 clusters
  Score: Raw -1175948.960215 + Penalty 2995.724503 = -1172953.235712
  nChanged 353
		SP:Iteration 5Q (3160.090000 sec): 3 clusters
  Score: Raw -1176069.629891 + Penalty 2995.724503 = -1173073.905388
  nChanged 322
		SP:Iteration 6Q (3160.120000 sec): 3 clusters
  Score: Raw -1176179.026679 + Penalty 2995.724503 = -1173183.302176
  nChanged 321
		SP:Iteration 7Q (3160.140000 sec): 3 clusters
  Score: Raw -1176288.863233 + Penalty 2995.724503 = -1173293.138729
  nChanged 316
		SP:Iteration 8Q (3160.170000 sec): 3 clusters
  Score: Raw -1176414.619292 + Penalty 2995.724503 = -1173418.894789
  nChanged 340
		SP:Iteration 9Q (3160.190000 sec): 3 clusters
  Score: Raw -1176550.229918 + Penalty 2995.724503 = -1173554.505415
  nChanged 365
		SP:Iteration 10Q (3160.220000 sec): 3 clusters
  Score: Raw -1176715.023505 + Penalty 2995.724503 = -1173719.299002
  nChanged 392
		SP:Iteration 11Q (3160.240000 sec): 3 clusters
  Score: Raw -1176918.190456 + Penalty 2995.724503 = -1173922.465953
  nChanged 440
		SP:Iteration 12Q (3160.270000 sec): 3 clusters
  Score: Raw -1177187.930653 + Penalty 2995.724503 = -1174192.206150
  nChanged 472
		SP:Iteration 13Q (3160.290000 sec): 3 clusters
  Score: Raw -1177497.755932 + Penalty 2995.724503 = -1174502.031429
  nChanged 436
		SP:Iteration 14Q (3160.320000 sec): 3 clusters
  Score: Raw -1177812.083898 + Penalty 2995.724503 = -1174816.359395
  nChanged 418
		SP:Iteration 15Q (3160.340000 sec): 3 clusters
  Score: Raw -1178104.305948 + Penalty 2995.724503 = -1175108.581445
  nChanged 341
		SP:Iteration 16Q (3160.370000 sec): 3 clusters
  Score: Raw -1178361.108785 + Penalty 2995.724503 = -1175365.384281
  nChanged 273
		SP:Iteration 17Q (3160.390000 sec): 3 clusters
  Score: Raw -1178568.328275 + Penalty 2995.724503 = -1175572.603772
  nChanged 199
		SP:Iteration 18Q (3160.420000 sec): 3 clusters
  Score: Raw -1178692.000190 + Penalty 2995.724503 = -1175696.275687
  nChanged 162
		SP:Iteration 19Q (3160.440000 sec): 3 clusters
  Score: Raw -1178791.449068 + Penalty 2995.724503 = -1175795.724565
  nChanged 152
		SP:Iteration 20F (3160.460000 sec): 3 clusters
  Score: Raw -1178883.618475 + Penalty 2995.724503 = -1175887.893972
  nChanged 132
		SP:Iteration 21Q (3160.480000 sec): 3 clusters
  Score: Raw -1178958.418613 + Penalty 2995.724503 = -1175962.694110
  nChanged 88
		SP:Iteration 22Q (3160.500000 sec): 3 clusters
  Score: Raw -1179010.839249 + Penalty 2995.724503 = -1176015.114745
  nChanged 89
		SP:Iteration 23Q (3160.530000 sec): 3 clusters
  Score: Raw -1179059.610447 + Penalty 2995.724503 = -1176063.885944
  nChanged 67
		SP:Iteration 24Q (3160.550000 sec): 3 clusters
  Score: Raw -1179103.928426 + Penalty 2995.724503 = -1176108.203923
  nChanged 69
		SP:Iteration 25Q (3160.570000 sec): 3 clusters
  Score: Raw -1179153.376003 + Penalty 2995.724503 = -1176157.651500
  nChanged 62
		SP:Iteration 26Q (3160.590000 sec): 3 clusters
  Score: Raw -1179197.088241 + Penalty 2995.724503 = -1176201.363738
  nChanged 52
		SP:Iteration 27Q (3160.610000 sec): 3 clusters
  Score: Raw -1179238.387095 + Penalty 2995.724503 = -1176242.662592
  nChanged 57
		SP:Iteration 28Q (3160.630000 sec): 3 clusters
  Score: Raw -1179276.227301 + Penalty 2995.724503 = -1176280.502798
  nChanged 51
		SP:Iteration 29Q (3160.650000 sec): 3 clusters
  Score: Raw -1179309.922004 + Penalty 2995.724503 = -1176314.197501
  nChanged 48
		SP:Iteration 30Q (3160.670000 sec): 3 clusters
  Score: Raw -1179336.052682 + Penalty 2995.724503 = -1176340.328179
  nChanged 33
		SP:Iteration 31Q (3160.690000 sec): 3 clusters
  Score: Raw -1179352.642056 + Penalty 2995.724503 = -1176356.917553
  nChanged 22
		SP:Iteration 32Q (3160.710000 sec): 3 clusters
  Score: Raw -1179361.892119 + Penalty 2995.724503 = -1176366.167616
  nChanged 16
		SP:Iteration 33Q (3160.730000 sec): 3 clusters
  Score: Raw -1179369.788425 + Penalty 2995.724503 = -1176374.063922
  nChanged 12
		SP:Iteration 34Q (3160.750000 sec): 3 clusters
  Score: Raw -1179373.836212 + Penalty 2995.724503 = -1176378.111709
  nChanged 12
		SP:Iteration 35Q (3160.760000 sec): 3 clusters
  Score: Raw -1179378.191319 + Penalty 2995.724503 = -1176382.466816
  nChanged 14
		SP:Iteration 36Q (3160.780000 sec): 3 clusters
  Score: Raw -1179382.387284 + Penalty 2995.724503 = -1176386.662781
  nChanged 5
		SP:Iteration 37Q (3160.800000 sec): 3 clusters
  Score: Raw -1179383.671589 + Penalty 2995.724503 = -1176387.947086
  nChanged 3
		SP:Iteration 38Q (3160.820000 sec): 3 clusters
  Score: Raw -1179384.495654 + Penalty 2995.724503 = -1176388.771151
  nChanged 1
		SP:Iteration 39Q (3160.840000 sec): 3 clusters
  Score: Raw -1179384.756922 + Penalty 2995.724503 = -1176389.032418
  nChanged 0
		SP:Iteration 40F (3160.870000 sec): 3 clusters
  Score: Raw -1179384.756922 + Penalty 2995.724503 = -1176389.032418
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (13701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3160.910000 sec): 2 clusters
  Score: Raw -1475107.962959 + Penalty 1547.848917 = -1473560.114043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3160.940000 sec): 3 clusters
  Score: Raw -1467145.918919 + Penalty 3095.697833 = -1464050.221086
  nChanged 6022
		SP:Iteration 1F (3160.980000 sec): 3 clusters
  Score: Raw -1470663.156576 + Penalty 3095.697833 = -1467567.458743
  nChanged 1039
		SP:Iteration 2F (3161.010000 sec): 3 clusters
  Score: Raw -1471499.382869 + Penalty 3095.697833 = -1468403.685036
  nChanged 1092
		SP:Iteration 3F (3161.050000 sec): 3 clusters
  Score: Raw -1472502.227356 + Penalty 3095.697833 = -1469406.529523
  nChanged 1081
		SP:Iteration 4F (3161.080000 sec): 3 clusters
  Score: Raw -1473356.742376 + Penalty 3095.697833 = -1470261.044543
  nChanged 954
		SP:Iteration 5F (3161.120000 sec): 3 clusters
  Score: Raw -1474017.965223 + Penalty 3095.697833 = -1470922.267390
  nChanged 772
		SP:Iteration 6F (3161.150000 sec): 3 clusters
  Score: Raw -1474493.093955 + Penalty 3095.697833 = -1471397.396122
  nChanged 587
		SP:Iteration 7Q (3161.180000 sec): 3 clusters
  Score: Raw -1474829.467580 + Penalty 3095.697833 = -1471733.769747
  nChanged 454
		SP:Iteration 8Q (3161.220000 sec): 3 clusters
  Score: Raw -1475091.998275 + Penalty 3095.697833 = -1471996.300442
  nChanged 404
		SP:Iteration 9Q (3161.250000 sec): 3 clusters
  Score: Raw -1475314.384024 + Penalty 3095.697833 = -1472218.686191
  nChanged 314
		SP:Iteration 10Q (3161.280000 sec): 3 clusters
  Score: Raw -1475482.069993 + Penalty 3095.697833 = -1472386.372160
  nChanged 293
		SP:Iteration 11Q (3161.320000 sec): 3 clusters
  Score: Raw -1475619.487063 + Penalty 3095.697833 = -1472523.789230
  nChanged 243
		SP:Iteration 12Q (3161.350000 sec): 3 clusters
  Score: Raw -1475716.198942 + Penalty 3095.697833 = -1472620.501109
  nChanged 198
		SP:Iteration 13Q (3161.380000 sec): 3 clusters
  Score: Raw -1475783.401252 + Penalty 3095.697833 = -1472687.703419
  nChanged 142
		SP:Iteration 14Q (3161.410000 sec): 3 clusters
  Score: Raw -1475830.169830 + Penalty 3095.697833 = -1472734.471996
  nChanged 137
		SP:Iteration 15Q (3161.440000 sec): 3 clusters
  Score: Raw -1475868.364786 + Penalty 3095.697833 = -1472772.666953
  nChanged 118
		SP:Iteration 16Q (3161.480000 sec): 3 clusters
  Score: Raw -1475901.533424 + Penalty 3095.697833 = -1472805.835591
  nChanged 120
		SP:Iteration 17Q (3161.500000 sec): 3 clusters
  Score: Raw -1475938.024601 + Penalty 3095.697833 = -1472842.326768
  nChanged 119
		SP:Iteration 18Q (3161.540000 sec): 3 clusters
  Score: Raw -1475977.016217 + Penalty 3095.697833 = -1472881.318384
  nChanged 127
		SP:Iteration 19Q (3161.570000 sec): 3 clusters
  Score: Raw -1476009.978233 + Penalty 3095.697833 = -1472914.280400
  nChanged 99
		SP:Iteration 20F (3161.600000 sec): 3 clusters
  Score: Raw -1476034.316295 + Penalty 3095.697833 = -1472938.618462
  nChanged 93
		SP:Iteration 21Q (3161.630000 sec): 3 clusters
  Score: Raw -1476054.746511 + Penalty 3095.697833 = -1472959.048678
  nChanged 82
		SP:Iteration 22Q (3161.660000 sec): 3 clusters
  Score: Raw -1476072.191248 + Penalty 3095.697833 = -1472976.493415
  nChanged 72
		SP:Iteration 23Q (3161.700000 sec): 3 clusters
  Score: Raw -1476087.604781 + Penalty 3095.697833 = -1472991.906948
  nChanged 84
		SP:Iteration 24Q (3161.720000 sec): 3 clusters
  Score: Raw -1476109.098771 + Penalty 3095.697833 = -1473013.400937
  nChanged 78
		SP:Iteration 25Q (3161.760000 sec): 3 clusters
  Score: Raw -1476130.078263 + Penalty 3095.697833 = -1473034.380430
  nChanged 71
		SP:Iteration 26Q (3161.780000 sec): 3 clusters
  Score: Raw -1476149.264084 + Penalty 3095.697833 = -1473053.566251
  nChanged 65
		SP:Iteration 27Q (3161.820000 sec): 3 clusters
  Score: Raw -1476164.111490 + Penalty 3095.697833 = -1473068.413656
  nChanged 40
		SP:Iteration 28Q (3161.840000 sec): 3 clusters
  Score: Raw -1476171.564267 + Penalty 3095.697833 = -1473075.866434
  nChanged 37
		SP:Iteration 29Q (3161.880000 sec): 3 clusters
  Score: Raw -1476179.006803 + Penalty 3095.697833 = -1473083.308970
  nChanged 34
		SP:Iteration 30Q (3161.900000 sec): 3 clusters
  Score: Raw -1476185.975769 + Penalty 3095.697833 = -1473090.277936
  nChanged 35
		SP:Iteration 31Q (3161.940000 sec): 3 clusters
  Score: Raw -1476193.017876 + Penalty 3095.697833 = -1473097.320043
  nChanged 26
		SP:Iteration 32Q (3161.960000 sec): 3 clusters
  Score: Raw -1476197.089916 + Penalty 3095.697833 = -1473101.392082
  nChanged 29
		SP:Iteration 33Q (3162.000000 sec): 3 clusters
  Score: Raw -1476202.198422 + Penalty 3095.697833 = -1473106.500589
  nChanged 36
		SP:Iteration 34Q (3162.020000 sec): 3 clusters
  Score: Raw -1476209.102035 + Penalty 3095.697833 = -1473113.404202
  nChanged 24
		SP:Iteration 35Q (3162.050000 sec): 3 clusters
  Score: Raw -1476213.854762 + Penalty 3095.697833 = -1473118.156929
  nChanged 23
		SP:Iteration 36Q (3162.080000 sec): 3 clusters
  Score: Raw -1476217.337090 + Penalty 3095.697833 = -1473121.639257
  nChanged 25
		SP:Iteration 37Q (3162.110000 sec): 3 clusters
  Score: Raw -1476221.045628 + Penalty 3095.697833 = -1473125.347795
  nChanged 24
		SP:Iteration 38Q (3162.140000 sec): 3 clusters
  Score: Raw -1476224.829178 + Penalty 3095.697833 = -1473129.131345
  nChanged 23
		SP:Iteration 39Q (3162.170000 sec): 3 clusters
  Score: Raw -1476227.869284 + Penalty 3095.697833 = -1473132.171451
  nChanged 22
		SP:Iteration 40F (3162.210000 sec): 3 clusters
  Score: Raw -1476230.612936 + Penalty 3095.697833 = -1473134.915103
  nChanged 19
		SP:Iteration 41Q (3162.240000 sec): 3 clusters
  Score: Raw -1476233.973789 + Penalty 3095.697833 = -1473138.275955
  nChanged 21
		SP:Iteration 42Q (3162.260000 sec): 3 clusters
  Score: Raw -1476236.964641 + Penalty 3095.697833 = -1473141.266808
  nChanged 18
		SP:Iteration 43Q (3162.300000 sec): 3 clusters
  Score: Raw -1476240.515281 + Penalty 3095.697833 = -1473144.817448
  nChanged 19
		SP:Iteration 44Q (3162.320000 sec): 3 clusters
  Score: Raw -1476244.495859 + Penalty 3095.697833 = -1473148.798026
  nChanged 23
		SP:Iteration 45Q (3162.350000 sec): 3 clusters
  Score: Raw -1476249.818522 + Penalty 3095.697833 = -1473154.120689
  nChanged 21
		SP:Iteration 46Q (3162.380000 sec): 3 clusters
  Score: Raw -1476253.849582 + Penalty 3095.697833 = -1473158.151749
  nChanged 16
		SP:Iteration 47Q (3162.410000 sec): 3 clusters
  Score: Raw -1476256.810717 + Penalty 3095.697833 = -1473161.112884
  nChanged 24
		SP:Iteration 48Q (3162.440000 sec): 3 clusters
  Score: Raw -1476261.616083 + Penalty 3095.697833 = -1473165.918250
  nChanged 24
		SP:Iteration 49Q (3162.470000 sec): 3 clusters
  Score: Raw -1476269.726712 + Penalty 3095.697833 = -1473174.028879
  nChanged 31
		SP:Iteration 50Q (3162.500000 sec): 3 clusters
  Score: Raw -1476277.141436 + Penalty 3095.697833 = -1473181.443602
  nChanged 29
		SP:Iteration 51Q (3162.530000 sec): 3 clusters
  Score: Raw -1476282.587435 + Penalty 3095.697833 = -1473186.889602
  nChanged 25
		SP:Iteration 52Q (3162.560000 sec): 3 clusters
  Score: Raw -1476287.398640 + Penalty 3095.697833 = -1473191.700806
  nChanged 22
		SP:Iteration 53Q (3162.590000 sec): 3 clusters
  Score: Raw -1476291.006409 + Penalty 3095.697833 = -1473195.308576
  nChanged 15
		SP:Iteration 54Q (3162.620000 sec): 3 clusters
  Score: Raw -1476295.300579 + Penalty 3095.697833 = -1473199.602746
  nChanged 32
		SP:Iteration 55Q (3162.640000 sec): 3 clusters
  Score: Raw -1476303.913867 + Penalty 3095.697833 = -1473208.216034
  nChanged 37
		SP:Iteration 56Q (3162.680000 sec): 3 clusters
  Score: Raw -1476311.851709 + Penalty 3095.697833 = -1473216.153875
  nChanged 22
		SP:Iteration 57Q (3162.700000 sec): 3 clusters
  Score: Raw -1476316.152625 + Penalty 3095.697833 = -1473220.454792
  nChanged 14
		SP:Iteration 58Q (3162.730000 sec): 3 clusters
  Score: Raw -1476318.685393 + Penalty 3095.697833 = -1473222.987560
  nChanged 14
		SP:Iteration 59Q (3162.760000 sec): 3 clusters
  Score: Raw -1476320.513245 + Penalty 3095.697833 = -1473224.815412
  nChanged 11
		SP:Iteration 60F (3162.800000 sec): 3 clusters
  Score: Raw -1476322.530551 + Penalty 3095.697833 = -1473226.832717
  nChanged 12
		SP:Iteration 61Q (3162.820000 sec): 3 clusters
  Score: Raw -1476324.344216 + Penalty 3095.697833 = -1473228.646382
  nChanged 9
		SP:Iteration 62Q (3162.850000 sec): 3 clusters
  Score: Raw -1476325.333574 + Penalty 3095.697833 = -1473229.635741
  nChanged 5
		SP:Iteration 63Q (3162.880000 sec): 3 clusters
  Score: Raw -1476325.977187 + Penalty 3095.697833 = -1473230.279354
  nChanged 7
		SP:Iteration 64Q (3162.910000 sec): 3 clusters
  Score: Raw -1476326.863351 + Penalty 3095.697833 = -1473231.165518
  nChanged 8
		SP:Iteration 65Q (3162.940000 sec): 3 clusters
  Score: Raw -1476327.835627 + Penalty 3095.697833 = -1473232.137794
  nChanged 6
		SP:Iteration 66Q (3162.970000 sec): 3 clusters
  Score: Raw -1476329.060762 + Penalty 3095.697833 = -1473233.362929
  nChanged 11
		SP:Iteration 67Q (3163.000000 sec): 3 clusters
  Score: Raw -1476330.918687 + Penalty 3095.697833 = -1473235.220854
  nChanged 8
		SP:Iteration 68Q (3163.020000 sec): 3 clusters
  Score: Raw -1476332.178453 + Penalty 3095.697833 = -1473236.480620
  nChanged 9
		SP:Iteration 69Q (3163.050000 sec): 3 clusters
  Score: Raw -1476334.133016 + Penalty 3095.697833 = -1473238.435183
  nChanged 6
		SP:Iteration 70Q (3163.080000 sec): 3 clusters
  Score: Raw -1476335.128184 + Penalty 3095.697833 = -1473239.430351
  nChanged 6
		SP:Iteration 71Q (3163.110000 sec): 3 clusters
  Score: Raw -1476335.975300 + Penalty 3095.697833 = -1473240.277467
  nChanged 3
		SP:Iteration 72Q (3163.140000 sec): 3 clusters
  Score: Raw -1476336.510511 + Penalty 3095.697833 = -1473240.812678
  nChanged 2
		SP:Iteration 73Q (3163.170000 sec): 3 clusters
  Score: Raw -1476336.781045 + Penalty 3095.697833 = -1473241.083212
  nChanged 3
		SP:Iteration 74Q (3163.200000 sec): 3 clusters
  Score: Raw -1476337.265134 + Penalty 3095.697833 = -1473241.567301
  nChanged 4
		SP:Iteration 75Q (3163.220000 sec): 3 clusters
  Score: Raw -1476337.760552 + Penalty 3095.697833 = -1473242.062719
  nChanged 4
		SP:Iteration 76Q (3163.250000 sec): 3 clusters
  Score: Raw -1476338.263884 + Penalty 3095.697833 = -1473242.566051
  nChanged 1
		SP:Iteration 77Q (3163.280000 sec): 3 clusters
  Score: Raw -1476338.459927 + Penalty 3095.697833 = -1473242.762093
  nChanged 1
		SP:Iteration 78Q (3163.310000 sec): 3 clusters
  Score: Raw -1476338.686958 + Penalty 3095.697833 = -1473242.989125
  nChanged 1
		SP:Iteration 79Q (3163.340000 sec): 3 clusters
  Score: Raw -1476338.793003 + Penalty 3095.697833 = -1473243.095170
  nChanged 1
		SP:Iteration 80F (3163.370000 sec): 3 clusters
  Score: Raw -1476338.859357 + Penalty 3095.697833 = -1473243.161524
  nChanged 1
		SP:Iteration 81Q (3163.400000 sec): 3 clusters
  Score: Raw -1476338.983126 + Penalty 3095.697833 = -1473243.285292
  nChanged 2
		SP:Iteration 82Q (3163.430000 sec): 3 clusters
  Score: Raw -1476339.181959 + Penalty 3095.697833 = -1473243.484126
  nChanged 1
		SP:Iteration 83Q (3163.460000 sec): 3 clusters
  Score: Raw -1476339.775900 + Penalty 3095.697833 = -1473244.078067
  nChanged 4
		SP:Iteration 84Q (3163.490000 sec): 3 clusters
  Score: Raw -1476340.513461 + Penalty 3095.697833 = -1473244.815628
  nChanged 3
		SP:Iteration 85Q (3163.520000 sec): 3 clusters
  Score: Raw -1476341.182992 + Penalty 3095.697833 = -1473245.485159
  nChanged 4
		SP:Iteration 86Q (3163.540000 sec): 3 clusters
  Score: Raw -1476341.722393 + Penalty 3095.697833 = -1473246.024560
  nChanged 7
		SP:Iteration 87Q (3163.570000 sec): 3 clusters
  Score: Raw -1476342.675511 + Penalty 3095.697833 = -1473246.977678
  nChanged 7
		SP:Iteration 88Q (3163.600000 sec): 3 clusters
  Score: Raw -1476343.848743 + Penalty 3095.697833 = -1473248.150910
  nChanged 6
		SP:Iteration 89Q (3163.630000 sec): 3 clusters
  Score: Raw -1476344.666785 + Penalty 3095.697833 = -1473248.968952
  nChanged 6
		SP:Iteration 90Q (3163.660000 sec): 3 clusters
  Score: Raw -1476345.273378 + Penalty 3095.697833 = -1473249.575545
  nChanged 6
		SP:Iteration 91Q (3163.680000 sec): 3 clusters
  Score: Raw -1476345.932298 + Penalty 3095.697833 = -1473250.234464
  nChanged 6
		SP:Iteration 92Q (3163.710000 sec): 3 clusters
  Score: Raw -1476346.862481 + Penalty 3095.697833 = -1473251.164648
  nChanged 7
		SP:Iteration 93Q (3163.740000 sec): 3 clusters
  Score: Raw -1476347.684045 + Penalty 3095.697833 = -1473251.986212
  nChanged 5
		SP:Iteration 94Q (3163.770000 sec): 3 clusters
  Score: Raw -1476348.145107 + Penalty 3095.697833 = -1473252.447274
  nChanged 2
		SP:Iteration 95Q (3163.800000 sec): 3 clusters
  Score: Raw -1476348.313750 + Penalty 3095.697833 = -1473252.615916
  nChanged 0
		SP:Iteration 96F (3163.830000 sec): 3 clusters
  Score: Raw -1476348.313750 + Penalty 3095.697833 = -1473252.615916
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 44 (3094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3163.850000 sec): 2 clusters
  Score: Raw -326406.546755 + Penalty 1306.048255 = -325100.498500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3163.860000 sec): 3 clusters
  Score: Raw -324958.807766 + Penalty 2612.096510 = -322346.711256
  nChanged 1198
		SP:Iteration 1F (3163.860000 sec): 3 clusters
  Score: Raw -325746.294970 + Penalty 2612.096510 = -323134.198459
  nChanged 278
		SP:Iteration 2F (3163.870000 sec): 3 clusters
  Score: Raw -326019.624804 + Penalty 2612.096510 = -323407.528294
  nChanged 207
		SP:Iteration 3F (3163.880000 sec): 3 clusters
  Score: Raw -326189.255497 + Penalty 2612.096510 = -323577.158987
  nChanged 166
		SP:Iteration 4F (3163.890000 sec): 3 clusters
  Score: Raw -326323.239620 + Penalty 2612.096510 = -323711.143110
  nChanged 137
		SP:Iteration 5Q (3163.900000 sec): 3 clusters
  Score: Raw -326425.892179 + Penalty 2612.096510 = -323813.795669
  nChanged 126
		SP:Iteration 6Q (3163.900000 sec): 3 clusters
  Score: Raw -326537.135927 + Penalty 2612.096510 = -323925.039417
  nChanged 127
		SP:Iteration 7Q (3163.910000 sec): 3 clusters
  Score: Raw -326661.402279 + Penalty 2612.096510 = -324049.305769
  nChanged 125
		SP:Iteration 8Q (3163.920000 sec): 3 clusters
  Score: Raw -326761.992951 + Penalty 2612.096510 = -324149.896441
  nChanged 112
		SP:Iteration 9Q (3163.920000 sec): 3 clusters
  Score: Raw -326855.032215 + Penalty 2612.096510 = -324242.935705
  nChanged 81
		SP:Iteration 10Q (3163.930000 sec): 3 clusters
  Score: Raw -326922.259828 + Penalty 2612.096510 = -324310.163318
  nChanged 54
		SP:Iteration 11Q (3163.940000 sec): 3 clusters
  Score: Raw -326962.925621 + Penalty 2612.096510 = -324350.829111
  nChanged 46
		SP:Iteration 12Q (3163.950000 sec): 3 clusters
  Score: Raw -326997.593681 + Penalty 2612.096510 = -324385.497171
  nChanged 46
		SP:Iteration 13Q (3163.960000 sec): 3 clusters
  Score: Raw -327033.928215 + Penalty 2612.096510 = -324421.831705
  nChanged 41
		SP:Iteration 14Q (3163.960000 sec): 3 clusters
  Score: Raw -327058.162237 + Penalty 2612.096510 = -324446.065727
  nChanged 22
		SP:Iteration 15Q (3163.970000 sec): 3 clusters
  Score: Raw -327071.484113 + Penalty 2612.096510 = -324459.387603
  nChanged 15
		SP:Iteration 16Q (3163.980000 sec): 3 clusters
  Score: Raw -327079.423713 + Penalty 2612.096510 = -324467.327203
  nChanged 15
		SP:Iteration 17Q (3163.980000 sec): 3 clusters
  Score: Raw -327090.516287 + Penalty 2612.096510 = -324478.419777
  nChanged 23
		SP:Iteration 18Q (3163.990000 sec): 3 clusters
  Score: Raw -327101.593177 + Penalty 2612.096510 = -324489.496667
  nChanged 10
		SP:Iteration 19Q (3164.000000 sec): 3 clusters
  Score: Raw -327106.853966 + Penalty 2612.096510 = -324494.757456
  nChanged 11
		SP:Iteration 20F (3164.000000 sec): 3 clusters
  Score: Raw -327114.167767 + Penalty 2612.096510 = -324502.071257
  nChanged 13
		SP:Iteration 21Q (3164.010000 sec): 3 clusters
  Score: Raw -327121.195798 + Penalty 2612.096510 = -324509.099288
  nChanged 10
		SP:Iteration 22Q (3164.020000 sec): 3 clusters
  Score: Raw -327127.381943 + Penalty 2612.096510 = -324515.285433
  nChanged 0
		SP:Iteration 23F (3164.020000 sec): 3 clusters
  Score: Raw -327127.381943 + Penalty 2612.096510 = -324515.285433
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 45 (10688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3164.060000 sec): 2 clusters
  Score: Raw -1238590.605259 + Penalty 1507.492496 = -1237083.112763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3164.080000 sec): 3 clusters
  Score: Raw -1232463.029727 + Penalty 3014.984991 = -1229448.044736
  nChanged 4714
		SP:Iteration 1F (3164.110000 sec): 3 clusters
  Score: Raw -1234977.855262 + Penalty 3014.984991 = -1231962.870271
  nChanged 646
		SP:Iteration 2F (3164.140000 sec): 3 clusters
  Score: Raw -1235268.576735 + Penalty 3014.984991 = -1232253.591744
  nChanged 529
		SP:Iteration 3Q (3164.160000 sec): 3 clusters
  Score: Raw -1235513.546220 + Penalty 3014.984991 = -1232498.561229
  nChanged 514
		SP:Iteration 4Q (3164.190000 sec): 3 clusters
  Score: Raw -1235781.723834 + Penalty 3014.984991 = -1232766.738843
  nChanged 482
		SP:Iteration 5Q (3164.220000 sec): 3 clusters
  Score: Raw -1236075.797444 + Penalty 3014.984991 = -1233060.812453
  nChanged 491
		SP:Iteration 6Q (3164.250000 sec): 3 clusters
  Score: Raw -1236426.625272 + Penalty 3014.984991 = -1233411.640280
  nChanged 558
		SP:Iteration 7F (3164.280000 sec): 3 clusters
  Score: Raw -1236771.844848 + Penalty 3014.984991 = -1233756.859857
  nChanged 530
		SP:Iteration 8Q (3164.300000 sec): 3 clusters
  Score: Raw -1237075.178554 + Penalty 3014.984991 = -1234060.193563
  nChanged 452
		SP:Iteration 9Q (3164.330000 sec): 3 clusters
  Score: Raw -1237309.444072 + Penalty 3014.984991 = -1234294.459081
  nChanged 389
		SP:Iteration 10Q (3164.350000 sec): 3 clusters
  Score: Raw -1237469.701218 + Penalty 3014.984991 = -1234454.716227
  nChanged 318
		SP:Iteration 11Q (3164.380000 sec): 3 clusters
  Score: Raw -1237593.428543 + Penalty 3014.984991 = -1234578.443552
  nChanged 258
		SP:Iteration 12Q (3164.400000 sec): 3 clusters
  Score: Raw -1237695.618016 + Penalty 3014.984991 = -1234680.633025
  nChanged 262
		SP:Iteration 13Q (3164.430000 sec): 3 clusters
  Score: Raw -1237795.493340 + Penalty 3014.984991 = -1234780.508348
  nChanged 236
		SP:Iteration 14Q (3164.460000 sec): 3 clusters
  Score: Raw -1237883.612825 + Penalty 3014.984991 = -1234868.627834
  nChanged 205
		SP:Iteration 15Q (3164.480000 sec): 3 clusters
  Score: Raw -1237957.083076 + Penalty 3014.984991 = -1234942.098085
  nChanged 192
		SP:Iteration 16Q (3164.510000 sec): 3 clusters
  Score: Raw -1238037.823635 + Penalty 3014.984991 = -1235022.838644
  nChanged 203
		SP:Iteration 17Q (3164.530000 sec): 3 clusters
  Score: Raw -1238131.795301 + Penalty 3014.984991 = -1235116.810310
  nChanged 212
		SP:Iteration 18Q (3164.560000 sec): 3 clusters
  Score: Raw -1238249.458069 + Penalty 3014.984991 = -1235234.473077
  nChanged 220
		SP:Iteration 19Q (3164.580000 sec): 3 clusters
  Score: Raw -1238362.759019 + Penalty 3014.984991 = -1235347.774028
  nChanged 215
		SP:Iteration 20F (3164.610000 sec): 3 clusters
  Score: Raw -1238454.920044 + Penalty 3014.984991 = -1235439.935053
  nChanged 186
		SP:Iteration 21Q (3164.640000 sec): 3 clusters
  Score: Raw -1238552.090747 + Penalty 3014.984991 = -1235537.105756
  nChanged 203
		SP:Iteration 22Q (3164.660000 sec): 3 clusters
  Score: Raw -1238649.822565 + Penalty 3014.984991 = -1235634.837574
  nChanged 184
		SP:Iteration 23Q (3164.690000 sec): 3 clusters
  Score: Raw -1238732.382027 + Penalty 3014.984991 = -1235717.397036
  nChanged 187
		SP:Iteration 24Q (3164.710000 sec): 3 clusters
  Score: Raw -1238817.289084 + Penalty 3014.984991 = -1235802.304093
  nChanged 188
		SP:Iteration 25Q (3164.740000 sec): 3 clusters
  Score: Raw -1238890.125289 + Penalty 3014.984991 = -1235875.140298
  nChanged 150
		SP:Iteration 26Q (3164.760000 sec): 3 clusters
  Score: Raw -1238950.017137 + Penalty 3014.984991 = -1235935.032145
  nChanged 140
		SP:Iteration 27Q (3164.790000 sec): 3 clusters
  Score: Raw -1239006.397027 + Penalty 3014.984991 = -1235991.412036
  nChanged 137
		SP:Iteration 28Q (3164.810000 sec): 3 clusters
  Score: Raw -1239057.542823 + Penalty 3014.984991 = -1236042.557832
  nChanged 121
		SP:Iteration 29Q (3164.840000 sec): 3 clusters
  Score: Raw -1239102.725339 + Penalty 3014.984991 = -1236087.740348
  nChanged 98
		SP:Iteration 30Q (3164.860000 sec): 3 clusters
  Score: Raw -1239134.711051 + Penalty 3014.984991 = -1236119.726060
  nChanged 98
		SP:Iteration 31Q (3164.880000 sec): 3 clusters
  Score: Raw -1239163.458414 + Penalty 3014.984991 = -1236148.473423
  nChanged 89
		SP:Iteration 32Q (3164.910000 sec): 3 clusters
  Score: Raw -1239191.744723 + Penalty 3014.984991 = -1236176.759732
  nChanged 80
		SP:Iteration 33Q (3164.930000 sec): 3 clusters
  Score: Raw -1239216.400881 + Penalty 3014.984991 = -1236201.415890
  nChanged 78
		SP:Iteration 34Q (3164.950000 sec): 3 clusters
  Score: Raw -1239239.711745 + Penalty 3014.984991 = -1236224.726754
  nChanged 69
		SP:Iteration 35Q (3164.980000 sec): 3 clusters
  Score: Raw -1239259.839326 + Penalty 3014.984991 = -1236244.854335
  nChanged 57
		SP:Iteration 36Q (3165.000000 sec): 3 clusters
  Score: Raw -1239276.620560 + Penalty 3014.984991 = -1236261.635569
  nChanged 57
		SP:Iteration 37Q (3165.020000 sec): 3 clusters
  Score: Raw -1239292.419776 + Penalty 3014.984991 = -1236277.434784
  nChanged 48
		SP:Iteration 38Q (3165.050000 sec): 3 clusters
  Score: Raw -1239303.990324 + Penalty 3014.984991 = -1236289.005333
  nChanged 44
		SP:Iteration 39Q (3165.070000 sec): 3 clusters
  Score: Raw -1239313.576430 + Penalty 3014.984991 = -1236298.591439
  nChanged 31
		SP:Iteration 40F (3165.100000 sec): 3 clusters
  Score: Raw -1239319.400528 + Penalty 3014.984991 = -1236304.415537
  nChanged 22
		SP:Iteration 41Q (3165.120000 sec): 3 clusters
  Score: Raw -1239323.939935 + Penalty 3014.984991 = -1236308.954944
  nChanged 19
		SP:Iteration 42Q (3165.140000 sec): 3 clusters
  Score: Raw -1239327.372969 + Penalty 3014.984991 = -1236312.387978
  nChanged 19
		SP:Iteration 43Q (3165.160000 sec): 3 clusters
  Score: Raw -1239330.596667 + Penalty 3014.984991 = -1236315.611676
  nChanged 17
		SP:Iteration 44Q (3165.190000 sec): 3 clusters
  Score: Raw -1239332.767929 + Penalty 3014.984991 = -1236317.782938
  nChanged 10
		SP:Iteration 45Q (3165.210000 sec): 3 clusters
  Score: Raw -1239334.187268 + Penalty 3014.984991 = -1236319.202276
  nChanged 12
		SP:Iteration 46Q (3165.240000 sec): 3 clusters
  Score: Raw -1239337.020037 + Penalty 3014.984991 = -1236322.035046
  nChanged 13
		SP:Iteration 47Q (3165.260000 sec): 3 clusters
  Score: Raw -1239339.838847 + Penalty 3014.984991 = -1236324.853856
  nChanged 13
		SP:Iteration 48Q (3165.280000 sec): 3 clusters
  Score: Raw -1239343.483441 + Penalty 3014.984991 = -1236328.498450
  nChanged 17
		SP:Iteration 49Q (3165.300000 sec): 3 clusters
  Score: Raw -1239346.827342 + Penalty 3014.984991 = -1236331.842351
  nChanged 7
		SP:Iteration 50Q (3165.330000 sec): 3 clusters
  Score: Raw -1239347.715867 + Penalty 3014.984991 = -1236332.730876
  nChanged 3
		SP:Iteration 51Q (3165.350000 sec): 3 clusters
  Score: Raw -1239347.951208 + Penalty 3014.984991 = -1236332.966217
  nChanged 3
		SP:Iteration 52Q (3165.370000 sec): 3 clusters
  Score: Raw -1239348.585125 + Penalty 3014.984991 = -1236333.600134
  nChanged 3
		SP:Iteration 53Q (3165.400000 sec): 3 clusters
  Score: Raw -1239348.883441 + Penalty 3014.984991 = -1236333.898449
  nChanged 0
		SP:Iteration 54F (3165.420000 sec): 3 clusters
  Score: Raw -1239348.883441 + Penalty 3014.984991 = -1236333.898449
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3165.440000 sec): 2 clusters
  Score: Raw -501332.902780 + Penalty 1368.038416 = -499964.864364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3165.450000 sec): 3 clusters
  Score: Raw -498991.246301 + Penalty 2736.076832 = -496255.169469
  nChanged 1855
		SP:Iteration 1F (3165.460000 sec): 3 clusters
  Score: Raw -500128.210404 + Penalty 2736.076832 = -497392.133572
  nChanged 404
		SP:Iteration 2F (3165.470000 sec): 3 clusters
  Score: Raw -500471.049536 + Penalty 2736.076832 = -497734.972704
  nChanged 374
		SP:Iteration 3F (3165.480000 sec): 3 clusters
  Score: Raw -500793.083991 + Penalty 2736.076832 = -498057.007159
  nChanged 344
		SP:Iteration 4F (3165.500000 sec): 3 clusters
  Score: Raw -501090.703148 + Penalty 2736.076832 = -498354.626316
  nChanged 282
		SP:Iteration 5F (3165.510000 sec): 3 clusters
  Score: Raw -501318.846889 + Penalty 2736.076832 = -498582.770057
  nChanged 211
		SP:Iteration 6Q (3165.520000 sec): 3 clusters
  Score: Raw -501482.995847 + Penalty 2736.076832 = -498746.919015
  nChanged 170
		SP:Iteration 7Q (3165.530000 sec): 3 clusters
  Score: Raw -501578.342594 + Penalty 2736.076832 = -498842.265762
  nChanged 101
		SP:Iteration 8Q (3165.540000 sec): 3 clusters
  Score: Raw -501619.240913 + Penalty 2736.076832 = -498883.164081
  nChanged 62
		SP:Iteration 9Q (3165.550000 sec): 3 clusters
  Score: Raw -501645.986688 + Penalty 2736.076832 = -498909.909856
  nChanged 46
		SP:Iteration 10Q (3165.560000 sec): 3 clusters
  Score: Raw -501663.695281 + Penalty 2736.076832 = -498927.618449
  nChanged 29
		SP:Iteration 11Q (3165.570000 sec): 3 clusters
  Score: Raw -501675.432954 + Penalty 2736.076832 = -498939.356122
  nChanged 29
		SP:Iteration 12Q (3165.580000 sec): 3 clusters
  Score: Raw -501687.918879 + Penalty 2736.076832 = -498951.842047
  nChanged 24
		SP:Iteration 13Q (3165.600000 sec): 3 clusters
  Score: Raw -501696.671296 + Penalty 2736.076832 = -498960.594464
  nChanged 14
		SP:Iteration 14Q (3165.600000 sec): 3 clusters
  Score: Raw -501700.817024 + Penalty 2736.076832 = -498964.740192
  nChanged 9
		SP:Iteration 15Q (3165.620000 sec): 3 clusters
  Score: Raw -501704.134061 + Penalty 2736.076832 = -498968.057229
  nChanged 10
		SP:Iteration 16Q (3165.630000 sec): 3 clusters
  Score: Raw -501707.143616 + Penalty 2736.076832 = -498971.066784
  nChanged 8
		SP:Iteration 17Q (3165.640000 sec): 3 clusters
  Score: Raw -501711.430605 + Penalty 2736.076832 = -498975.353773
  nChanged 13
		SP:Iteration 18Q (3165.650000 sec): 3 clusters
  Score: Raw -501715.788853 + Penalty 2736.076832 = -498979.712021
  nChanged 9
		SP:Iteration 19Q (3165.660000 sec): 3 clusters
  Score: Raw -501718.158700 + Penalty 2736.076832 = -498982.081868
  nChanged 10
		SP:Iteration 20F (3165.670000 sec): 3 clusters
  Score: Raw -501720.532042 + Penalty 2736.076832 = -498984.455210
  nChanged 5
		SP:Iteration 21Q (3165.680000 sec): 3 clusters
  Score: Raw -501721.930461 + Penalty 2736.076832 = -498985.853629
  nChanged 4
		SP:Iteration 22Q (3165.700000 sec): 3 clusters
  Score: Raw -501723.044402 + Penalty 2736.076832 = -498986.967570
  nChanged 2
		SP:Iteration 23Q (3165.700000 sec): 3 clusters
  Score: Raw -501723.478780 + Penalty 2736.076832 = -498987.401948
  nChanged 1
		SP:Iteration 24Q (3165.720000 sec): 3 clusters
  Score: Raw -501723.707635 + Penalty 2736.076832 = -498987.630803
  nChanged 1
		SP:Iteration 25Q (3165.730000 sec): 3 clusters
  Score: Raw -501723.972359 + Penalty 2736.076832 = -498987.895527
  nChanged 3
		SP:Iteration 26Q (3165.740000 sec): 3 clusters
  Score: Raw -501724.434364 + Penalty 2736.076832 = -498988.357532
  nChanged 0
		SP:Iteration 27F (3165.750000 sec): 3 clusters
  Score: Raw -501724.434364 + Penalty 2736.076832 = -498988.357532
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (6799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3165.770000 sec): 2 clusters
  Score: Raw -768511.655691 + Penalty 1433.986258 = -767077.669432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3165.790000 sec): 3 clusters
  Score: Raw -764849.701815 + Penalty 2867.972517 = -761981.729298
  nChanged 2820
		SP:Iteration 1F (3165.800000 sec): 3 clusters
  Score: Raw -766341.987918 + Penalty 2867.972517 = -763474.015401
  nChanged 437
		SP:Iteration 2F (3165.820000 sec): 3 clusters
  Score: Raw -766514.455980 + Penalty 2867.972517 = -763646.483463
  nChanged 295
		SP:Iteration 3Q (3165.840000 sec): 3 clusters
  Score: Raw -766637.239357 + Penalty 2867.972517 = -763769.266840
  nChanged 246
		SP:Iteration 4Q (3165.860000 sec): 3 clusters
  Score: Raw -766740.442346 + Penalty 2867.972517 = -763872.469829
  nChanged 225
		SP:Iteration 5Q (3165.870000 sec): 3 clusters
  Score: Raw -766826.297161 + Penalty 2867.972517 = -763958.324644
  nChanged 204
		SP:Iteration 6Q (3165.890000 sec): 3 clusters
  Score: Raw -766908.839768 + Penalty 2867.972517 = -764040.867251
  nChanged 191
		SP:Iteration 7Q (3165.900000 sec): 3 clusters
  Score: Raw -766996.772747 + Penalty 2867.972517 = -764128.800230
  nChanged 197
		SP:Iteration 8Q (3165.920000 sec): 3 clusters
  Score: Raw -767082.431860 + Penalty 2867.972517 = -764214.459343
  nChanged 201
		SP:Iteration 9Q (3165.940000 sec): 3 clusters
  Score: Raw -767179.184904 + Penalty 2867.972517 = -764311.212387
  nChanged 190
		SP:Iteration 10Q (3165.960000 sec): 3 clusters
  Score: Raw -767280.269449 + Penalty 2867.972517 = -764412.296932
  nChanged 190
		SP:Iteration 11Q (3165.970000 sec): 3 clusters
  Score: Raw -767356.848879 + Penalty 2867.972517 = -764488.876362
  nChanged 179
		SP:Iteration 12Q (3165.990000 sec): 3 clusters
  Score: Raw -767423.554755 + Penalty 2867.972517 = -764555.582238
  nChanged 163
		SP:Iteration 13Q (3166.000000 sec): 3 clusters
  Score: Raw -767489.807874 + Penalty 2867.972517 = -764621.835357
  nChanged 173
		SP:Iteration 14Q (3166.020000 sec): 3 clusters
  Score: Raw -767558.588487 + Penalty 2867.972517 = -764690.615970
  nChanged 181
		SP:Iteration 15Q (3166.040000 sec): 3 clusters
  Score: Raw -767635.118166 + Penalty 2867.972517 = -764767.145649
  nChanged 202
		SP:Iteration 16Q (3166.060000 sec): 3 clusters
  Score: Raw -767729.953504 + Penalty 2867.972517 = -764861.980987
  nChanged 196
		SP:Iteration 17Q (3166.070000 sec): 3 clusters
  Score: Raw -767829.056660 + Penalty 2867.972517 = -764961.084143
  nChanged 202
		SP:Iteration 18Q (3166.090000 sec): 3 clusters
  Score: Raw -767938.739016 + Penalty 2867.972517 = -765070.766499
  nChanged 195
		SP:Iteration 19Q (3166.100000 sec): 3 clusters
  Score: Raw -768037.130129 + Penalty 2867.972517 = -765169.157612
  nChanged 170
		SP:Iteration 20F (3166.120000 sec): 3 clusters
  Score: Raw -768121.851112 + Penalty 2867.972517 = -765253.878595
  nChanged 145
		SP:Iteration 21Q (3166.140000 sec): 3 clusters
  Score: Raw -768199.787724 + Penalty 2867.972517 = -765331.815207
  nChanged 146
		SP:Iteration 22Q (3166.150000 sec): 3 clusters
  Score: Raw -768295.615370 + Penalty 2867.972517 = -765427.642853
  nChanged 159
		SP:Iteration 23Q (3166.170000 sec): 3 clusters
  Score: Raw -768390.748225 + Penalty 2867.972517 = -765522.775708
  nChanged 141
		SP:Iteration 24Q (3166.180000 sec): 3 clusters
  Score: Raw -768471.428864 + Penalty 2867.972517 = -765603.456347
  nChanged 116
		SP:Iteration 25Q (3166.200000 sec): 3 clusters
  Score: Raw -768537.264986 + Penalty 2867.972517 = -765669.292469
  nChanged 99
		SP:Iteration 26Q (3166.220000 sec): 3 clusters
  Score: Raw -768585.295703 + Penalty 2867.972517 = -765717.323186
  nChanged 86
		SP:Iteration 27Q (3166.230000 sec): 3 clusters
  Score: Raw -768633.280264 + Penalty 2867.972517 = -765765.307747
  nChanged 96
		SP:Iteration 28Q (3166.250000 sec): 3 clusters
  Score: Raw -768682.702441 + Penalty 2867.972517 = -765814.729924
  nChanged 72
		SP:Iteration 29Q (3166.260000 sec): 3 clusters
  Score: Raw -768716.491597 + Penalty 2867.972517 = -765848.519080
  nChanged 69
		SP:Iteration 30Q (3166.280000 sec): 3 clusters
  Score: Raw -768748.224752 + Penalty 2867.972517 = -765880.252235
  nChanged 63
		SP:Iteration 31Q (3166.290000 sec): 3 clusters
  Score: Raw -768771.845518 + Penalty 2867.972517 = -765903.873001
  nChanged 51
		SP:Iteration 32Q (3166.300000 sec): 3 clusters
  Score: Raw -768792.047312 + Penalty 2867.972517 = -765924.074795
  nChanged 43
		SP:Iteration 33Q (3166.320000 sec): 3 clusters
  Score: Raw -768808.899331 + Penalty 2867.972517 = -765940.926814
  nChanged 37
		SP:Iteration 34Q (3166.340000 sec): 3 clusters
  Score: Raw -768820.096788 + Penalty 2867.972517 = -765952.124271
  nChanged 36
		SP:Iteration 35Q (3166.350000 sec): 3 clusters
  Score: Raw -768830.220076 + Penalty 2867.972517 = -765962.247559
  nChanged 27
		SP:Iteration 36Q (3166.360000 sec): 3 clusters
  Score: Raw -768838.073653 + Penalty 2867.972517 = -765970.101136
  nChanged 31
		SP:Iteration 37Q (3166.380000 sec): 3 clusters
  Score: Raw -768848.412668 + Penalty 2867.972517 = -765980.440151
  nChanged 25
		SP:Iteration 38Q (3166.390000 sec): 3 clusters
  Score: Raw -768855.212268 + Penalty 2867.972517 = -765987.239751
  nChanged 22
		SP:Iteration 39Q (3166.410000 sec): 3 clusters
  Score: Raw -768859.634023 + Penalty 2867.972517 = -765991.661506
  nChanged 16
		SP:Iteration 40F (3166.420000 sec): 3 clusters
  Score: Raw -768863.705545 + Penalty 2867.972517 = -765995.733028
  nChanged 12
		SP:Iteration 41Q (3166.440000 sec): 3 clusters
  Score: Raw -768866.217147 + Penalty 2867.972517 = -765998.244630
  nChanged 8
		SP:Iteration 42Q (3166.450000 sec): 3 clusters
  Score: Raw -768867.768779 + Penalty 2867.972517 = -765999.796262
  nChanged 5
		SP:Iteration 43Q (3166.470000 sec): 3 clusters
  Score: Raw -768869.461942 + Penalty 2867.972517 = -766001.489425
  nChanged 6
		SP:Iteration 44Q (3166.480000 sec): 3 clusters
  Score: Raw -768870.925363 + Penalty 2867.972517 = -766002.952846
  nChanged 11
		SP:Iteration 45Q (3166.500000 sec): 3 clusters
  Score: Raw -768872.774206 + Penalty 2867.972517 = -766004.801689
  nChanged 5
		SP:Iteration 46Q (3166.510000 sec): 3 clusters
  Score: Raw -768873.608101 + Penalty 2867.972517 = -766005.635584
  nChanged 2
		SP:Iteration 47Q (3166.520000 sec): 3 clusters
  Score: Raw -768873.810837 + Penalty 2867.972517 = -766005.838320
  nChanged 1
		SP:Iteration 48Q (3166.540000 sec): 3 clusters
  Score: Raw -768873.931908 + Penalty 2867.972517 = -766005.959391
  nChanged 1
		SP:Iteration 49Q (3166.550000 sec): 3 clusters
  Score: Raw -768874.053980 + Penalty 2867.972517 = -766006.081463
  nChanged 2
		SP:Iteration 50Q (3166.570000 sec): 3 clusters
  Score: Raw -768874.479659 + Penalty 2867.972517 = -766006.507142
  nChanged 4
		SP:Iteration 51Q (3166.580000 sec): 3 clusters
  Score: Raw -768875.075045 + Penalty 2867.972517 = -766007.102528
  nChanged 1
		SP:Iteration 52Q (3166.600000 sec): 3 clusters
  Score: Raw -768875.206234 + Penalty 2867.972517 = -766007.233717
  nChanged 0
		SP:Iteration 53F (3166.610000 sec): 3 clusters
  Score: Raw -768875.206234 + Penalty 2867.972517 = -766007.233717
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3166.660000 sec): 2 clusters
  Score: Raw -1854260.946604 + Penalty 1568.827133 = -1852692.119471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3166.700000 sec): 3 clusters
  Score: Raw -1845003.837998 + Penalty 3137.654265 = -1841866.183733
  nChanged 6912
		SP:Iteration 1F (3166.740000 sec): 3 clusters
  Score: Raw -1848792.103134 + Penalty 3137.654265 = -1845654.448869
  nChanged 829
		SP:Iteration 2F (3166.780000 sec): 3 clusters
  Score: Raw -1849099.423088 + Penalty 3137.654265 = -1845961.768822
  nChanged 742
		SP:Iteration 3Q (3166.820000 sec): 3 clusters
  Score: Raw -1849359.842976 + Penalty 3137.654265 = -1846222.188711
  nChanged 628
		SP:Iteration 4Q (3166.860000 sec): 3 clusters
  Score: Raw -1849592.792891 + Penalty 3137.654265 = -1846455.138626
  nChanged 624
		SP:Iteration 5Q (3166.900000 sec): 3 clusters
  Score: Raw -1849829.872663 + Penalty 3137.654265 = -1846692.218397
  nChanged 646
		SP:Iteration 6Q (3166.940000 sec): 3 clusters
  Score: Raw -1850089.933176 + Penalty 3137.654265 = -1846952.278911
  nChanged 639
		SP:Iteration 7Q (3166.980000 sec): 3 clusters
  Score: Raw -1850361.413441 + Penalty 3137.654265 = -1847223.759176
  nChanged 669
		SP:Iteration 8Q (3167.020000 sec): 3 clusters
  Score: Raw -1850667.127802 + Penalty 3137.654265 = -1847529.473537
  nChanged 693
		SP:Iteration 9Q (3167.060000 sec): 3 clusters
  Score: Raw -1851017.976764 + Penalty 3137.654265 = -1847880.322499
  nChanged 741
		SP:Iteration 10Q (3167.100000 sec): 3 clusters
  Score: Raw -1851450.703691 + Penalty 3137.654265 = -1848313.049426
  nChanged 765
		SP:Iteration 11Q (3167.140000 sec): 3 clusters
  Score: Raw -1851929.629476 + Penalty 3137.654265 = -1848791.975211
  nChanged 741
		SP:Iteration 12Q (3167.180000 sec): 3 clusters
  Score: Raw -1852417.637130 + Penalty 3137.654265 = -1849279.982865
  nChanged 691
		SP:Iteration 13Q (3167.220000 sec): 3 clusters
  Score: Raw -1852907.976026 + Penalty 3137.654265 = -1849770.321760
  nChanged 614
		SP:Iteration 14Q (3167.260000 sec): 3 clusters
  Score: Raw -1853351.519439 + Penalty 3137.654265 = -1850213.865173
  nChanged 460
		SP:Iteration 15Q (3167.290000 sec): 3 clusters
  Score: Raw -1853694.044290 + Penalty 3137.654265 = -1850556.390024
  nChanged 326
		SP:Iteration 16Q (3167.330000 sec): 3 clusters
  Score: Raw -1853946.772821 + Penalty 3137.654265 = -1850809.118556
  nChanged 209
		SP:Iteration 17Q (3167.370000 sec): 3 clusters
  Score: Raw -1854110.737726 + Penalty 3137.654265 = -1850973.083461
  nChanged 130
		SP:Iteration 18Q (3167.400000 sec): 3 clusters
  Score: Raw -1854216.176063 + Penalty 3137.654265 = -1851078.521798
  nChanged 84
		SP:Iteration 19Q (3167.440000 sec): 3 clusters
  Score: Raw -1854294.005262 + Penalty 3137.654265 = -1851156.350996
  nChanged 56
		SP:Iteration 20F (3167.480000 sec): 3 clusters
  Score: Raw -1854341.005313 + Penalty 3137.654265 = -1851203.351048
  nChanged 36
		SP:Iteration 21Q (3167.500000 sec): 3 clusters
  Score: Raw -1854376.243147 + Penalty 3137.654265 = -1851238.588882
  nChanged 27
		SP:Iteration 22Q (3167.540000 sec): 3 clusters
  Score: Raw -1854405.939721 + Penalty 3137.654265 = -1851268.285456
  nChanged 30
		SP:Iteration 23Q (3167.560000 sec): 3 clusters
  Score: Raw -1854443.512097 + Penalty 3137.654265 = -1851305.857831
  nChanged 20
		SP:Iteration 24Q (3167.600000 sec): 3 clusters
  Score: Raw -1854463.241084 + Penalty 3137.654265 = -1851325.586818
  nChanged 11
		SP:Iteration 25Q (3167.620000 sec): 3 clusters
  Score: Raw -1854475.872161 + Penalty 3137.654265 = -1851338.217896
  nChanged 5
		SP:Iteration 26Q (3167.650000 sec): 3 clusters
  Score: Raw -1854481.477569 + Penalty 3137.654265 = -1851343.823304
  nChanged 6
		SP:Iteration 27Q (3167.680000 sec): 3 clusters
  Score: Raw -1854487.052331 + Penalty 3137.654265 = -1851349.398065
  nChanged 5
		SP:Iteration 28Q (3167.710000 sec): 3 clusters
  Score: Raw -1854492.126659 + Penalty 3137.654265 = -1851354.472394
  nChanged 7
		SP:Iteration 29Q (3167.740000 sec): 3 clusters
  Score: Raw -1854499.863954 + Penalty 3137.654265 = -1851362.209689
  nChanged 4
		SP:Iteration 30Q (3167.770000 sec): 3 clusters
  Score: Raw -1854505.182015 + Penalty 3137.654265 = -1851367.527749
  nChanged 4
		SP:Iteration 31Q (3167.800000 sec): 3 clusters
  Score: Raw -1854508.243358 + Penalty 3137.654265 = -1851370.589093
  nChanged 3
		SP:Iteration 32Q (3167.830000 sec): 3 clusters
  Score: Raw -1854511.571379 + Penalty 3137.654265 = -1851373.917114
  nChanged 1
		SP:Iteration 33Q (3167.860000 sec): 3 clusters
  Score: Raw -1854512.417849 + Penalty 3137.654265 = -1851374.763584
  nChanged 1
		SP:Iteration 34Q (3167.880000 sec): 3 clusters
  Score: Raw -1854512.623954 + Penalty 3137.654265 = -1851374.969689
  nChanged 0
		SP:Iteration 35F (3167.920000 sec): 3 clusters
  Score: Raw -1854512.623954 + Penalty 3137.654265 = -1851374.969689
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3167.960000 sec): 2 clusters
  Score: Raw -1301822.531193 + Penalty 1516.079846 = -1300306.451347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3167.980000 sec): 3 clusters
  Score: Raw -1295463.773126 + Penalty 3032.159692 = -1292431.613434
  nChanged 4948
		SP:Iteration 1F (3168.010000 sec): 3 clusters
  Score: Raw -1298238.432228 + Penalty 3032.159692 = -1295206.272536
  nChanged 754
		SP:Iteration 2F (3168.040000 sec): 3 clusters
  Score: Raw -1298696.289935 + Penalty 3032.159692 = -1295664.130243
  nChanged 767
		SP:Iteration 3F (3168.070000 sec): 3 clusters
  Score: Raw -1299251.311342 + Penalty 3032.159692 = -1296219.151650
  nChanged 796
		SP:Iteration 4F (3168.100000 sec): 3 clusters
  Score: Raw -1299811.661381 + Penalty 3032.159692 = -1296779.501689
  nChanged 749
		SP:Iteration 5F (3168.130000 sec): 3 clusters
  Score: Raw -1300297.334279 + Penalty 3032.159692 = -1297265.174587
  nChanged 612
		SP:Iteration 6F (3168.160000 sec): 3 clusters
  Score: Raw -1300630.529195 + Penalty 3032.159692 = -1297598.369503
  nChanged 504
		SP:Iteration 7Q (3168.180000 sec): 3 clusters
  Score: Raw -1300869.912676 + Penalty 3032.159692 = -1297837.752984
  nChanged 398
		SP:Iteration 8Q (3168.210000 sec): 3 clusters
  Score: Raw -1301025.438042 + Penalty 3032.159692 = -1297993.278350
  nChanged 279
		SP:Iteration 9Q (3168.240000 sec): 3 clusters
  Score: Raw -1301110.261624 + Penalty 3032.159692 = -1298078.101932
  nChanged 214
		SP:Iteration 10Q (3168.270000 sec): 3 clusters
  Score: Raw -1301161.676573 + Penalty 3032.159692 = -1298129.516881
  nChanged 154
		SP:Iteration 11Q (3168.300000 sec): 3 clusters
  Score: Raw -1301194.860624 + Penalty 3032.159692 = -1298162.700932
  nChanged 119
		SP:Iteration 12Q (3168.320000 sec): 3 clusters
  Score: Raw -1301215.681072 + Penalty 3032.159692 = -1298183.521380
  nChanged 93
		SP:Iteration 13Q (3168.350000 sec): 3 clusters
  Score: Raw -1301231.542955 + Penalty 3032.159692 = -1298199.383263
  nChanged 71
		SP:Iteration 14Q (3168.380000 sec): 3 clusters
  Score: Raw -1301241.130958 + Penalty 3032.159692 = -1298208.971266
  nChanged 66
		SP:Iteration 15Q (3168.400000 sec): 3 clusters
  Score: Raw -1301249.917390 + Penalty 3032.159692 = -1298217.757698
  nChanged 40
		SP:Iteration 16Q (3168.440000 sec): 3 clusters
  Score: Raw -1301254.114122 + Penalty 3032.159692 = -1298221.954430
  nChanged 33
		SP:Iteration 17Q (3168.460000 sec): 3 clusters
  Score: Raw -1301257.279016 + Penalty 3032.159692 = -1298225.119324
  nChanged 24
		SP:Iteration 18Q (3168.490000 sec): 3 clusters
  Score: Raw -1301259.689398 + Penalty 3032.159692 = -1298227.529706
  nChanged 24
		SP:Iteration 19Q (3168.520000 sec): 3 clusters
  Score: Raw -1301262.418390 + Penalty 3032.159692 = -1298230.258698
  nChanged 27
		SP:Iteration 20F (3168.550000 sec): 3 clusters
  Score: Raw -1301265.501616 + Penalty 3032.159692 = -1298233.341924
  nChanged 24
		SP:Iteration 21Q (3168.580000 sec): 3 clusters
  Score: Raw -1301268.365542 + Penalty 3032.159692 = -1298236.205850
  nChanged 28
		SP:Iteration 22Q (3168.600000 sec): 3 clusters
  Score: Raw -1301271.396682 + Penalty 3032.159692 = -1298239.236990
  nChanged 28
		SP:Iteration 23Q (3168.630000 sec): 3 clusters
  Score: Raw -1301274.947524 + Penalty 3032.159692 = -1298242.787832
  nChanged 35
		SP:Iteration 24Q (3168.660000 sec): 3 clusters
  Score: Raw -1301278.828131 + Penalty 3032.159692 = -1298246.668439
  nChanged 32
		SP:Iteration 25Q (3168.690000 sec): 3 clusters
  Score: Raw -1301283.035748 + Penalty 3032.159692 = -1298250.876056
  nChanged 35
		SP:Iteration 26Q (3168.720000 sec): 3 clusters
  Score: Raw -1301287.991162 + Penalty 3032.159692 = -1298255.831470
  nChanged 50
		SP:Iteration 27Q (3168.740000 sec): 3 clusters
  Score: Raw -1301296.055198 + Penalty 3032.159692 = -1298263.895506
  nChanged 60
		SP:Iteration 28Q (3168.770000 sec): 3 clusters
  Score: Raw -1301305.944090 + Penalty 3032.159692 = -1298273.784398
  nChanged 43
		SP:Iteration 29Q (3168.800000 sec): 3 clusters
  Score: Raw -1301312.583102 + Penalty 3032.159692 = -1298280.423410
  nChanged 41
		SP:Iteration 30Q (3168.820000 sec): 3 clusters
  Score: Raw -1301318.141438 + Penalty 3032.159692 = -1298285.981746
  nChanged 58
		SP:Iteration 31Q (3168.850000 sec): 3 clusters
  Score: Raw -1301326.860700 + Penalty 3032.159692 = -1298294.701008
  nChanged 56
		SP:Iteration 32Q (3168.880000 sec): 3 clusters
  Score: Raw -1301335.312674 + Penalty 3032.159692 = -1298303.152982
  nChanged 58
		SP:Iteration 33Q (3168.910000 sec): 3 clusters
  Score: Raw -1301347.104353 + Penalty 3032.159692 = -1298314.944661
  nChanged 66
		SP:Iteration 34Q (3168.940000 sec): 3 clusters
  Score: Raw -1301358.849769 + Penalty 3032.159692 = -1298326.690077
  nChanged 66
		SP:Iteration 35Q (3168.960000 sec): 3 clusters
  Score: Raw -1301370.769555 + Penalty 3032.159692 = -1298338.609864
  nChanged 66
		SP:Iteration 36Q (3168.990000 sec): 3 clusters
  Score: Raw -1301382.104222 + Penalty 3032.159692 = -1298349.944530
  nChanged 73
		SP:Iteration 37Q (3169.020000 sec): 3 clusters
  Score: Raw -1301395.871174 + Penalty 3032.159692 = -1298363.711482
  nChanged 84
		SP:Iteration 38Q (3169.050000 sec): 3 clusters
  Score: Raw -1301412.870628 + Penalty 3032.159692 = -1298380.710936
  nChanged 85
		SP:Iteration 39Q (3169.080000 sec): 3 clusters
  Score: Raw -1301429.648191 + Penalty 3032.159692 = -1298397.488499
  nChanged 77
		SP:Iteration 40F (3169.100000 sec): 3 clusters
  Score: Raw -1301443.811814 + Penalty 3032.159692 = -1298411.652122
  nChanged 57
		SP:Iteration 41Q (3169.130000 sec): 3 clusters
  Score: Raw -1301453.588138 + Penalty 3032.159692 = -1298421.428446
  nChanged 64
		SP:Iteration 42Q (3169.160000 sec): 3 clusters
  Score: Raw -1301466.049477 + Penalty 3032.159692 = -1298433.889785
  nChanged 66
		SP:Iteration 43Q (3169.190000 sec): 3 clusters
  Score: Raw -1301479.791673 + Penalty 3032.159692 = -1298447.631981
  nChanged 66
		SP:Iteration 44Q (3169.220000 sec): 3 clusters
  Score: Raw -1301494.304072 + Penalty 3032.159692 = -1298462.144380
  nChanged 82
		SP:Iteration 45Q (3169.240000 sec): 3 clusters
  Score: Raw -1301512.454511 + Penalty 3032.159692 = -1298480.294819
  nChanged 85
		SP:Iteration 46Q (3169.270000 sec): 3 clusters
  Score: Raw -1301530.341230 + Penalty 3032.159692 = -1298498.181539
  nChanged 80
		SP:Iteration 47Q (3169.300000 sec): 3 clusters
  Score: Raw -1301546.720349 + Penalty 3032.159692 = -1298514.560657
  nChanged 70
		SP:Iteration 48Q (3169.330000 sec): 3 clusters
  Score: Raw -1301559.892687 + Penalty 3032.159692 = -1298527.732995
  nChanged 68
		SP:Iteration 49Q (3169.360000 sec): 3 clusters
  Score: Raw -1301575.043463 + Penalty 3032.159692 = -1298542.883771
  nChanged 73
		SP:Iteration 50Q (3169.380000 sec): 3 clusters
  Score: Raw -1301594.936706 + Penalty 3032.159692 = -1298562.777014
  nChanged 72
		SP:Iteration 51Q (3169.410000 sec): 3 clusters
  Score: Raw -1301612.470131 + Penalty 3032.159692 = -1298580.310439
  nChanged 74
		SP:Iteration 52Q (3169.440000 sec): 3 clusters
  Score: Raw -1301631.909786 + Penalty 3032.159692 = -1298599.750094
  nChanged 72
		SP:Iteration 53Q (3169.470000 sec): 3 clusters
  Score: Raw -1301648.712540 + Penalty 3032.159692 = -1298616.552848
  nChanged 67
		SP:Iteration 54Q (3169.500000 sec): 3 clusters
  Score: Raw -1301669.008904 + Penalty 3032.159692 = -1298636.849212
  nChanged 78
		SP:Iteration 55Q (3169.530000 sec): 3 clusters
  Score: Raw -1301692.129251 + Penalty 3032.159692 = -1298659.969559
  nChanged 78
		SP:Iteration 56Q (3169.550000 sec): 3 clusters
  Score: Raw -1301715.067580 + Penalty 3032.159692 = -1298682.907888
  nChanged 83
		SP:Iteration 57Q (3169.580000 sec): 3 clusters
  Score: Raw -1301738.801508 + Penalty 3032.159692 = -1298706.641816
  nChanged 81
		SP:Iteration 58Q (3169.610000 sec): 3 clusters
  Score: Raw -1301766.850223 + Penalty 3032.159692 = -1298734.690531
  nChanged 89
		SP:Iteration 59Q (3169.640000 sec): 3 clusters
  Score: Raw -1301796.893561 + Penalty 3032.159692 = -1298764.733869
  nChanged 89
		SP:Iteration 60F (3169.660000 sec): 3 clusters
  Score: Raw -1301828.194631 + Penalty 3032.159692 = -1298796.034939
  nChanged 86
		SP:Iteration 61Q (3169.690000 sec): 3 clusters
  Score: Raw -1301865.348093 + Penalty 3032.159692 = -1298833.188401
  nChanged 83
		SP:Iteration 62Q (3169.720000 sec): 3 clusters
  Score: Raw -1301898.293025 + Penalty 3032.159692 = -1298866.133333
  nChanged 77
		SP:Iteration 63Q (3169.750000 sec): 3 clusters
  Score: Raw -1301927.693970 + Penalty 3032.159692 = -1298895.534278
  nChanged 53
		SP:Iteration 64Q (3169.780000 sec): 3 clusters
  Score: Raw -1301949.112283 + Penalty 3032.159692 = -1298916.952591
  nChanged 54
		SP:Iteration 65Q (3169.800000 sec): 3 clusters
  Score: Raw -1301968.118242 + Penalty 3032.159692 = -1298935.958551
  nChanged 41
		SP:Iteration 66Q (3169.830000 sec): 3 clusters
  Score: Raw -1301980.127243 + Penalty 3032.159692 = -1298947.967551
  nChanged 37
		SP:Iteration 67Q (3169.860000 sec): 3 clusters
  Score: Raw -1301995.596570 + Penalty 3032.159692 = -1298963.436878
  nChanged 36
		SP:Iteration 68Q (3169.880000 sec): 3 clusters
  Score: Raw -1302009.892107 + Penalty 3032.159692 = -1298977.732415
  nChanged 32
		SP:Iteration 69Q (3169.910000 sec): 3 clusters
  Score: Raw -1302022.098592 + Penalty 3032.159692 = -1298989.938900
  nChanged 38
		SP:Iteration 70Q (3169.940000 sec): 3 clusters
  Score: Raw -1302037.265022 + Penalty 3032.159692 = -1299005.105330
  nChanged 29
		SP:Iteration 71Q (3169.960000 sec): 3 clusters
  Score: Raw -1302048.575218 + Penalty 3032.159692 = -1299016.415527
  nChanged 29
		SP:Iteration 72Q (3169.990000 sec): 3 clusters
  Score: Raw -1302062.623811 + Penalty 3032.159692 = -1299030.464119
  nChanged 29
		SP:Iteration 73Q (3170.010000 sec): 3 clusters
  Score: Raw -1302073.187956 + Penalty 3032.159692 = -1299041.028264
  nChanged 21
		SP:Iteration 74Q (3170.040000 sec): 3 clusters
  Score: Raw -1302080.804351 + Penalty 3032.159692 = -1299048.644659
  nChanged 20
		SP:Iteration 75Q (3170.060000 sec): 3 clusters
  Score: Raw -1302086.381410 + Penalty 3032.159692 = -1299054.221718
  nChanged 18
		SP:Iteration 76Q (3170.090000 sec): 3 clusters
  Score: Raw -1302090.780032 + Penalty 3032.159692 = -1299058.620340
  nChanged 9
		SP:Iteration 77Q (3170.110000 sec): 3 clusters
  Score: Raw -1302093.551744 + Penalty 3032.159692 = -1299061.392052
  nChanged 9
		SP:Iteration 78Q (3170.140000 sec): 3 clusters
  Score: Raw -1302096.084942 + Penalty 3032.159692 = -1299063.925250
  nChanged 5
		SP:Iteration 79Q (3170.160000 sec): 3 clusters
  Score: Raw -1302097.046835 + Penalty 3032.159692 = -1299064.887143
  nChanged 4
		SP:Iteration 80F (3170.190000 sec): 3 clusters
  Score: Raw -1302098.332480 + Penalty 3032.159692 = -1299066.172788
  nChanged 5
		SP:Iteration 81Q (3170.220000 sec): 3 clusters
  Score: Raw -1302101.026898 + Penalty 3032.159692 = -1299068.867206
  nChanged 6
		SP:Iteration 82Q (3170.240000 sec): 3 clusters
  Score: Raw -1302102.562315 + Penalty 3032.159692 = -1299070.402623
  nChanged 5
		SP:Iteration 83Q (3170.270000 sec): 3 clusters
  Score: Raw -1302103.968528 + Penalty 3032.159692 = -1299071.808836
  nChanged 7
		SP:Iteration 84Q (3170.300000 sec): 3 clusters
  Score: Raw -1302106.317050 + Penalty 3032.159692 = -1299074.157358
  nChanged 4
		SP:Iteration 85Q (3170.320000 sec): 3 clusters
  Score: Raw -1302107.890236 + Penalty 3032.159692 = -1299075.730544
  nChanged 4
		SP:Iteration 86Q (3170.340000 sec): 3 clusters
  Score: Raw -1302109.792128 + Penalty 3032.159692 = -1299077.632437
  nChanged 4
		SP:Iteration 87Q (3170.370000 sec): 3 clusters
  Score: Raw -1302110.740291 + Penalty 3032.159692 = -1299078.580599
  nChanged 6
		SP:Iteration 88Q (3170.400000 sec): 3 clusters
  Score: Raw -1302112.729773 + Penalty 3032.159692 = -1299080.570081
  nChanged 7
		SP:Iteration 89Q (3170.420000 sec): 3 clusters
  Score: Raw -1302114.985514 + Penalty 3032.159692 = -1299082.825822
  nChanged 4
		SP:Iteration 90Q (3170.450000 sec): 3 clusters
  Score: Raw -1302116.308899 + Penalty 3032.159692 = -1299084.149207
  nChanged 6
		SP:Iteration 91Q (3170.470000 sec): 3 clusters
  Score: Raw -1302118.195095 + Penalty 3032.159692 = -1299086.035403
  nChanged 5
		SP:Iteration 92Q (3170.500000 sec): 3 clusters
  Score: Raw -1302119.867973 + Penalty 3032.159692 = -1299087.708281
  nChanged 3
		SP:Iteration 93Q (3170.520000 sec): 3 clusters
  Score: Raw -1302120.554773 + Penalty 3032.159692 = -1299088.395081
  nChanged 1
		SP:Iteration 94Q (3170.550000 sec): 3 clusters
  Score: Raw -1302120.921445 + Penalty 3032.159692 = -1299088.761753
  nChanged 0
		SP:Iteration 95F (3170.580000 sec): 3 clusters
  Score: Raw -1302120.921445 + Penalty 3032.159692 = -1299088.761753
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3170.590000 sec): 2 clusters
  Score: Raw -383907.466041 + Penalty 1319.111746 = -382588.354295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3170.600000 sec): 3 clusters
  Score: Raw -382288.680764 + Penalty 2638.223493 = -379650.457271
  nChanged 1270
		SP:Iteration 1F (3170.610000 sec): 3 clusters
  Score: Raw -383049.794044 + Penalty 2638.223493 = -380411.570552
  nChanged 276
		SP:Iteration 2F (3170.620000 sec): 3 clusters
  Score: Raw -383264.286143 + Penalty 2638.223493 = -380626.062651
  nChanged 220
		SP:Iteration 3F (3170.620000 sec): 3 clusters
  Score: Raw -383471.483746 + Penalty 2638.223493 = -380833.260254
  nChanged 204
		SP:Iteration 4F (3170.630000 sec): 3 clusters
  Score: Raw -383668.536525 + Penalty 2638.223493 = -381030.313032
  nChanged 181
		SP:Iteration 5F (3170.640000 sec): 3 clusters
  Score: Raw -383811.831244 + Penalty 2638.223493 = -381173.607751
  nChanged 155
		SP:Iteration 6Q (3170.650000 sec): 3 clusters
  Score: Raw -383923.716610 + Penalty 2638.223493 = -381285.493117
  nChanged 128
		SP:Iteration 7Q (3170.660000 sec): 3 clusters
  Score: Raw -384014.084795 + Penalty 2638.223493 = -381375.861303
  nChanged 95
		SP:Iteration 8Q (3170.670000 sec): 3 clusters
  Score: Raw -384078.426457 + Penalty 2638.223493 = -381440.202964
  nChanged 84
		SP:Iteration 9Q (3170.680000 sec): 3 clusters
  Score: Raw -384138.704146 + Penalty 2638.223493 = -381500.480653
  nChanged 70
		SP:Iteration 10Q (3170.680000 sec): 3 clusters
  Score: Raw -384184.863412 + Penalty 2638.223493 = -381546.639919
  nChanged 58
		SP:Iteration 11Q (3170.690000 sec): 3 clusters
  Score: Raw -384219.751382 + Penalty 2638.223493 = -381581.527889
  nChanged 50
		SP:Iteration 12Q (3170.700000 sec): 3 clusters
  Score: Raw -384247.911664 + Penalty 2638.223493 = -381609.688172
  nChanged 41
		SP:Iteration 13Q (3170.710000 sec): 3 clusters
  Score: Raw -384268.664640 + Penalty 2638.223493 = -381630.441147
  nChanged 31
		SP:Iteration 14Q (3170.720000 sec): 3 clusters
  Score: Raw -384281.453514 + Penalty 2638.223493 = -381643.230022
  nChanged 30
		SP:Iteration 15Q (3170.720000 sec): 3 clusters
  Score: Raw -384295.158183 + Penalty 2638.223493 = -381656.934690
  nChanged 19
		SP:Iteration 16Q (3170.730000 sec): 3 clusters
  Score: Raw -384304.057446 + Penalty 2638.223493 = -381665.833954
  nChanged 10
		SP:Iteration 17Q (3170.740000 sec): 3 clusters
  Score: Raw -384309.401236 + Penalty 2638.223493 = -381671.177744
  nChanged 9
		SP:Iteration 18Q (3170.750000 sec): 3 clusters
  Score: Raw -384314.336817 + Penalty 2638.223493 = -381676.113325
  nChanged 10
		SP:Iteration 19Q (3170.760000 sec): 3 clusters
  Score: Raw -384319.844250 + Penalty 2638.223493 = -381681.620758
  nChanged 12
		SP:Iteration 20F (3170.760000 sec): 3 clusters
  Score: Raw -384326.426542 + Penalty 2638.223493 = -381688.203049
  nChanged 14
		SP:Iteration 21Q (3170.770000 sec): 3 clusters
  Score: Raw -384336.342824 + Penalty 2638.223493 = -381698.119331
  nChanged 21
		SP:Iteration 22Q (3170.780000 sec): 3 clusters
  Score: Raw -384351.028959 + Penalty 2638.223493 = -381712.805467
  nChanged 15
		SP:Iteration 23Q (3170.790000 sec): 3 clusters
  Score: Raw -384357.124074 + Penalty 2638.223493 = -381718.900581
  nChanged 9
		SP:Iteration 24Q (3170.800000 sec): 3 clusters
  Score: Raw -384361.710474 + Penalty 2638.223493 = -381723.486982
  nChanged 7
		SP:Iteration 25Q (3170.800000 sec): 3 clusters
  Score: Raw -384364.569562 + Penalty 2638.223493 = -381726.346069
  nChanged 4
		SP:Iteration 26Q (3170.810000 sec): 3 clusters
  Score: Raw -384366.798010 + Penalty 2638.223493 = -381728.574517
  nChanged 4
		SP:Iteration 27Q (3170.820000 sec): 3 clusters
  Score: Raw -384367.857923 + Penalty 2638.223493 = -381729.634431
  nChanged 3
		SP:Iteration 28Q (3170.830000 sec): 3 clusters
  Score: Raw -384369.179385 + Penalty 2638.223493 = -381730.955893
  nChanged 6
		SP:Iteration 29Q (3170.840000 sec): 3 clusters
  Score: Raw -384370.397883 + Penalty 2638.223493 = -381732.174391
  nChanged 1
		SP:Iteration 30Q (3170.840000 sec): 3 clusters
  Score: Raw -384370.519481 + Penalty 2638.223493 = -381732.295989
  nChanged 1
		SP:Iteration 31Q (3170.850000 sec): 3 clusters
  Score: Raw -384370.717637 + Penalty 2638.223493 = -381732.494144
  nChanged 2
		SP:Iteration 32Q (3170.860000 sec): 3 clusters
  Score: Raw -384371.239427 + Penalty 2638.223493 = -381733.015934
  nChanged 4
		SP:Iteration 33Q (3170.870000 sec): 3 clusters
  Score: Raw -384372.152430 + Penalty 2638.223493 = -381733.928937
  nChanged 4
		SP:Iteration 34Q (3170.880000 sec): 3 clusters
  Score: Raw -384373.930909 + Penalty 2638.223493 = -381735.707417
  nChanged 7
		SP:Iteration 35Q (3170.880000 sec): 3 clusters
  Score: Raw -384377.916098 + Penalty 2638.223493 = -381739.692606
  nChanged 12
		SP:Iteration 36Q (3170.890000 sec): 3 clusters
  Score: Raw -384384.174147 + Penalty 2638.223493 = -381745.950654
  nChanged 12
		SP:Iteration 37Q (3170.900000 sec): 3 clusters
  Score: Raw -384392.330129 + Penalty 2638.223493 = -381754.106636
  nChanged 12
		SP:Iteration 38Q (3170.900000 sec): 3 clusters
  Score: Raw -384401.529564 + Penalty 2638.223493 = -381763.306072
  nChanged 10
		SP:Iteration 39Q (3170.910000 sec): 3 clusters
  Score: Raw -384406.230377 + Penalty 2638.223493 = -381768.006884
  nChanged 7
		SP:Iteration 40F (3170.920000 sec): 3 clusters
  Score: Raw -384410.303840 + Penalty 2638.223493 = -381772.080347
  nChanged 7
		SP:Iteration 41Q (3170.930000 sec): 3 clusters
  Score: Raw -384413.205795 + Penalty 2638.223493 = -381774.982302
  nChanged 9
		SP:Iteration 42Q (3170.940000 sec): 3 clusters
  Score: Raw -384419.043375 + Penalty 2638.223493 = -381780.819882
  nChanged 9
		SP:Iteration 43Q (3170.940000 sec): 3 clusters
  Score: Raw -384422.657173 + Penalty 2638.223493 = -381784.433681
  nChanged 5
		SP:Iteration 44Q (3170.950000 sec): 3 clusters
  Score: Raw -384424.553356 + Penalty 2638.223493 = -381786.329863
  nChanged 3
		SP:Iteration 45Q (3170.960000 sec): 3 clusters
  Score: Raw -384425.869808 + Penalty 2638.223493 = -381787.646316
  nChanged 4
		SP:Iteration 46Q (3170.970000 sec): 3 clusters
  Score: Raw -384427.598829 + Penalty 2638.223493 = -381789.375336
  nChanged 6
		SP:Iteration 47Q (3170.980000 sec): 3 clusters
  Score: Raw -384430.252261 + Penalty 2638.223493 = -381792.028768
  nChanged 2
		SP:Iteration 48Q (3170.980000 sec): 3 clusters
  Score: Raw -384431.086439 + Penalty 2638.223493 = -381792.862946
  nChanged 0
		SP:Iteration 49F (3170.990000 sec): 3 clusters
  Score: Raw -384431.086439 + Penalty 2638.223493 = -381792.862946
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (13883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3171.040000 sec): 2 clusters
  Score: Raw -1591748.645470 + Penalty 1549.993307 = -1590198.652164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3171.070000 sec): 3 clusters
  Score: Raw -1583617.937251 + Penalty 3099.986613 = -1580517.950638
  nChanged 6055
		SP:Iteration 1F (3171.100000 sec): 3 clusters
  Score: Raw -1586853.404764 + Penalty 3099.986613 = -1583753.418151
  nChanged 814
		SP:Iteration 2F (3171.140000 sec): 3 clusters
  Score: Raw -1587207.193069 + Penalty 3099.986613 = -1584107.206456
  nChanged 786
		SP:Iteration 3F (3171.180000 sec): 3 clusters
  Score: Raw -1587584.781804 + Penalty 3099.986613 = -1584484.795190
  nChanged 850
		SP:Iteration 4F (3171.210000 sec): 3 clusters
  Score: Raw -1588059.313190 + Penalty 3099.986613 = -1584959.326576
  nChanged 880
		SP:Iteration 5F (3171.240000 sec): 3 clusters
  Score: Raw -1588628.833259 + Penalty 3099.986613 = -1585528.846646
  nChanged 933
		SP:Iteration 6F (3171.280000 sec): 3 clusters
  Score: Raw -1589320.446516 + Penalty 3099.986613 = -1586220.459903
  nChanged 916
		SP:Iteration 7F (3171.320000 sec): 3 clusters
  Score: Raw -1590039.139861 + Penalty 3099.986613 = -1586939.153247
  nChanged 773
		SP:Iteration 8F (3171.350000 sec): 3 clusters
  Score: Raw -1590627.783562 + Penalty 3099.986613 = -1587527.796949
  nChanged 586
		SP:Iteration 9Q (3171.380000 sec): 3 clusters
  Score: Raw -1591071.470882 + Penalty 3099.986613 = -1587971.484268
  nChanged 414
		SP:Iteration 10Q (3171.420000 sec): 3 clusters
  Score: Raw -1591368.704162 + Penalty 3099.986613 = -1588268.717549
  nChanged 305
		SP:Iteration 11Q (3171.450000 sec): 3 clusters
  Score: Raw -1591583.785088 + Penalty 3099.986613 = -1588483.798474
  nChanged 203
		SP:Iteration 12Q (3171.480000 sec): 3 clusters
  Score: Raw -1591725.494563 + Penalty 3099.986613 = -1588625.507950
  nChanged 134
		SP:Iteration 13Q (3171.520000 sec): 3 clusters
  Score: Raw -1591809.423517 + Penalty 3099.986613 = -1588709.436903
  nChanged 79
		SP:Iteration 14Q (3171.550000 sec): 3 clusters
  Score: Raw -1591864.873364 + Penalty 3099.986613 = -1588764.886751
  nChanged 41
		SP:Iteration 15Q (3171.580000 sec): 3 clusters
  Score: Raw -1591897.920541 + Penalty 3099.986613 = -1588797.933928
  nChanged 37
		SP:Iteration 16Q (3171.610000 sec): 3 clusters
  Score: Raw -1591927.360391 + Penalty 3099.986613 = -1588827.373778
  nChanged 29
		SP:Iteration 17Q (3171.640000 sec): 3 clusters
  Score: Raw -1591951.653843 + Penalty 3099.986613 = -1588851.667229
  nChanged 32
		SP:Iteration 18Q (3171.670000 sec): 3 clusters
  Score: Raw -1591976.401806 + Penalty 3099.986613 = -1588876.415192
  nChanged 16
		SP:Iteration 19Q (3171.700000 sec): 3 clusters
  Score: Raw -1591988.482205 + Penalty 3099.986613 = -1588888.495591
  nChanged 11
		SP:Iteration 20F (3171.740000 sec): 3 clusters
  Score: Raw -1591998.925135 + Penalty 3099.986613 = -1588898.938521
  nChanged 8
		SP:Iteration 21Q (3171.760000 sec): 3 clusters
  Score: Raw -1592005.912003 + Penalty 3099.986613 = -1588905.925390
  nChanged 8
		SP:Iteration 22Q (3171.790000 sec): 3 clusters
  Score: Raw -1592009.500320 + Penalty 3099.986613 = -1588909.513707
  nChanged 1
		SP:Iteration 23Q (3171.820000 sec): 3 clusters
  Score: Raw -1592010.263803 + Penalty 3099.986613 = -1588910.277190
  nChanged 1
		SP:Iteration 24Q (3171.850000 sec): 3 clusters
  Score: Raw -1592010.795619 + Penalty 3099.986613 = -1588910.809006
  nChanged 0
		SP:Iteration 25F (3171.880000 sec): 3 clusters
  Score: Raw -1592010.795619 + Penalty 3099.986613 = -1588910.809006
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 52 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3171.900000 sec): 2 clusters
  Score: Raw -441927.075463 + Penalty 1343.460456 = -440583.615008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3171.910000 sec): 3 clusters
  Score: Raw -439987.416823 + Penalty 2686.920911 = -437300.495911
  nChanged 1486
		SP:Iteration 1F (3171.920000 sec): 3 clusters
  Score: Raw -440783.533004 + Penalty 2686.920911 = -438096.612092
  nChanged 288
		SP:Iteration 2F (3171.930000 sec): 3 clusters
  Score: Raw -440931.585118 + Penalty 2686.920911 = -438244.664207
  nChanged 188
		SP:Iteration 3Q (3171.940000 sec): 3 clusters
  Score: Raw -441021.339095 + Penalty 2686.920911 = -438334.418184
  nChanged 144
		SP:Iteration 4Q (3171.950000 sec): 3 clusters
  Score: Raw -441093.829670 + Penalty 2686.920911 = -438406.908758
  nChanged 124
		SP:Iteration 5Q (3171.960000 sec): 3 clusters
  Score: Raw -441164.734874 + Penalty 2686.920911 = -438477.813963
  nChanged 113
		SP:Iteration 6Q (3171.970000 sec): 3 clusters
  Score: Raw -441220.034106 + Penalty 2686.920911 = -438533.113195
  nChanged 104
		SP:Iteration 7Q (3171.980000 sec): 3 clusters
  Score: Raw -441284.442647 + Penalty 2686.920911 = -438597.521736
  nChanged 124
		SP:Iteration 8Q (3171.990000 sec): 3 clusters
  Score: Raw -441362.030109 + Penalty 2686.920911 = -438675.109198
  nChanged 123
		SP:Iteration 9Q (3172.000000 sec): 3 clusters
  Score: Raw -441445.777409 + Penalty 2686.920911 = -438758.856498
  nChanged 132
		SP:Iteration 10Q (3172.010000 sec): 3 clusters
  Score: Raw -441535.030224 + Penalty 2686.920911 = -438848.109313
  nChanged 130
		SP:Iteration 11Q (3172.020000 sec): 3 clusters
  Score: Raw -441622.491377 + Penalty 2686.920911 = -438935.570465
  nChanged 120
		SP:Iteration 12Q (3172.030000 sec): 3 clusters
  Score: Raw -441708.830997 + Penalty 2686.920911 = -439021.910086
  nChanged 132
		SP:Iteration 13Q (3172.040000 sec): 3 clusters
  Score: Raw -441808.768180 + Penalty 2686.920911 = -439121.847268
  nChanged 120
		SP:Iteration 14Q (3172.050000 sec): 3 clusters
  Score: Raw -441888.186270 + Penalty 2686.920911 = -439201.265359
  nChanged 81
		SP:Iteration 15Q (3172.060000 sec): 3 clusters
  Score: Raw -441947.472562 + Penalty 2686.920911 = -439260.551650
  nChanged 94
		SP:Iteration 16Q (3172.070000 sec): 3 clusters
  Score: Raw -442007.607994 + Penalty 2686.920911 = -439320.687082
  nChanged 74
		SP:Iteration 17Q (3172.080000 sec): 3 clusters
  Score: Raw -442051.496281 + Penalty 2686.920911 = -439364.575369
  nChanged 58
		SP:Iteration 18Q (3172.080000 sec): 3 clusters
  Score: Raw -442081.378485 + Penalty 2686.920911 = -439394.457573
  nChanged 44
		SP:Iteration 19Q (3172.090000 sec): 3 clusters
  Score: Raw -442103.493955 + Penalty 2686.920911 = -439416.573043
  nChanged 37
		SP:Iteration 20F (3172.100000 sec): 3 clusters
  Score: Raw -442128.511734 + Penalty 2686.920911 = -439441.590822
  nChanged 33
		SP:Iteration 21Q (3172.110000 sec): 3 clusters
  Score: Raw -442151.550177 + Penalty 2686.920911 = -439464.629266
  nChanged 33
		SP:Iteration 22Q (3172.120000 sec): 3 clusters
  Score: Raw -442176.311375 + Penalty 2686.920911 = -439489.390463
  nChanged 31
		SP:Iteration 23Q (3172.130000 sec): 3 clusters
  Score: Raw -442194.479441 + Penalty 2686.920911 = -439507.558529
  nChanged 19
		SP:Iteration 24Q (3172.140000 sec): 3 clusters
  Score: Raw -442206.258141 + Penalty 2686.920911 = -439519.337230
  nChanged 20
		SP:Iteration 25Q (3172.150000 sec): 3 clusters
  Score: Raw -442219.717536 + Penalty 2686.920911 = -439532.796624
  nChanged 25
		SP:Iteration 26Q (3172.160000 sec): 3 clusters
  Score: Raw -442238.061576 + Penalty 2686.920911 = -439551.140664
  nChanged 19
		SP:Iteration 27Q (3172.160000 sec): 3 clusters
  Score: Raw -442249.643212 + Penalty 2686.920911 = -439562.722301
  nChanged 12
		SP:Iteration 28Q (3172.170000 sec): 3 clusters
  Score: Raw -442257.471602 + Penalty 2686.920911 = -439570.550691
  nChanged 18
		SP:Iteration 29Q (3172.180000 sec): 3 clusters
  Score: Raw -442270.433618 + Penalty 2686.920911 = -439583.512706
  nChanged 10
		SP:Iteration 30Q (3172.190000 sec): 3 clusters
  Score: Raw -442274.579249 + Penalty 2686.920911 = -439587.658338
  nChanged 3
		SP:Iteration 31Q (3172.200000 sec): 3 clusters
  Score: Raw -442275.788808 + Penalty 2686.920911 = -439588.867897
  nChanged 4
		SP:Iteration 32Q (3172.210000 sec): 3 clusters
  Score: Raw -442277.405444 + Penalty 2686.920911 = -439590.484533
  nChanged 2
		SP:Iteration 33Q (3172.220000 sec): 3 clusters
  Score: Raw -442278.465031 + Penalty 2686.920911 = -439591.544119
  nChanged 5
		SP:Iteration 34Q (3172.220000 sec): 3 clusters
  Score: Raw -442281.094495 + Penalty 2686.920911 = -439594.173583
  nChanged 7
		SP:Iteration 35Q (3172.230000 sec): 3 clusters
  Score: Raw -442284.180259 + Penalty 2686.920911 = -439597.259347
  nChanged 3
		SP:Iteration 36Q (3172.240000 sec): 3 clusters
  Score: Raw -442285.714406 + Penalty 2686.920911 = -439598.793494
  nChanged 4
		SP:Iteration 37Q (3172.250000 sec): 3 clusters
  Score: Raw -442287.550523 + Penalty 2686.920911 = -439600.629611
  nChanged 2
		SP:Iteration 38Q (3172.260000 sec): 3 clusters
  Score: Raw -442288.282231 + Penalty 2686.920911 = -439601.361320
  nChanged 0
		SP:Iteration 39F (3172.270000 sec): 3 clusters
  Score: Raw -442288.282231 + Penalty 2686.920911 = -439601.361320
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 53 (10181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3172.300000 sec): 2 clusters
  Score: Raw -1146097.348433 + Penalty 1499.595259 = -1144597.753174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3172.320000 sec): 3 clusters
  Score: Raw -1140372.929626 + Penalty 2999.190518 = -1137373.739108
  nChanged 4413
		SP:Iteration 1F (3172.350000 sec): 3 clusters
  Score: Raw -1142888.894885 + Penalty 2999.190518 = -1139889.704367
  nChanged 727
		SP:Iteration 2F (3172.380000 sec): 3 clusters
  Score: Raw -1143308.998639 + Penalty 2999.190518 = -1140309.808121
  nChanged 669
		SP:Iteration 3F (3172.400000 sec): 3 clusters
  Score: Raw -1143778.641454 + Penalty 2999.190518 = -1140779.450936
  nChanged 682
		SP:Iteration 4F (3172.430000 sec): 3 clusters
  Score: Raw -1144326.180567 + Penalty 2999.190518 = -1141326.990049
  nChanged 707
		SP:Iteration 5F (3172.450000 sec): 3 clusters
  Score: Raw -1144926.705073 + Penalty 2999.190518 = -1141927.514554
  nChanged 687
		SP:Iteration 6F (3172.480000 sec): 3 clusters
  Score: Raw -1145566.510957 + Penalty 2999.190518 = -1142567.320439
  nChanged 646
		SP:Iteration 7F (3172.500000 sec): 3 clusters
  Score: Raw -1146146.218619 + Penalty 2999.190518 = -1143147.028101
  nChanged 538
		SP:Iteration 8F (3172.530000 sec): 3 clusters
  Score: Raw -1146638.045598 + Penalty 2999.190518 = -1143638.855080
  nChanged 380
		SP:Iteration 9Q (3172.560000 sec): 3 clusters
  Score: Raw -1146925.887588 + Penalty 2999.190518 = -1143926.697070
  nChanged 269
		SP:Iteration 10Q (3172.580000 sec): 3 clusters
  Score: Raw -1147053.488221 + Penalty 2999.190518 = -1144054.297703
  nChanged 161
		SP:Iteration 11Q (3172.600000 sec): 3 clusters
  Score: Raw -1147117.822232 + Penalty 2999.190518 = -1144118.631714
  nChanged 109
		SP:Iteration 12Q (3172.630000 sec): 3 clusters
  Score: Raw -1147158.634704 + Penalty 2999.190518 = -1144159.444186
  nChanged 89
		SP:Iteration 13Q (3172.650000 sec): 3 clusters
  Score: Raw -1147180.694485 + Penalty 2999.190518 = -1144181.503967
  nChanged 56
		SP:Iteration 14Q (3172.670000 sec): 3 clusters
  Score: Raw -1147193.830572 + Penalty 2999.190518 = -1144194.640054
  nChanged 43
		SP:Iteration 15Q (3172.700000 sec): 3 clusters
  Score: Raw -1147202.416797 + Penalty 2999.190518 = -1144203.226279
  nChanged 33
		SP:Iteration 16Q (3172.720000 sec): 3 clusters
  Score: Raw -1147208.327680 + Penalty 2999.190518 = -1144209.137162
  nChanged 28
		SP:Iteration 17Q (3172.740000 sec): 3 clusters
  Score: Raw -1147212.797260 + Penalty 2999.190518 = -1144213.606742
  nChanged 20
		SP:Iteration 18Q (3172.760000 sec): 3 clusters
  Score: Raw -1147215.998463 + Penalty 2999.190518 = -1144216.807945
  nChanged 16
		SP:Iteration 19Q (3172.790000 sec): 3 clusters
  Score: Raw -1147217.945203 + Penalty 2999.190518 = -1144218.754685
  nChanged 9
		SP:Iteration 20F (3172.810000 sec): 3 clusters
  Score: Raw -1147219.049250 + Penalty 2999.190518 = -1144219.858732
  nChanged 9
		SP:Iteration 21Q (3172.840000 sec): 3 clusters
  Score: Raw -1147220.572110 + Penalty 2999.190518 = -1144221.381592
  nChanged 10
		SP:Iteration 22Q (3172.860000 sec): 3 clusters
  Score: Raw -1147221.659850 + Penalty 2999.190518 = -1144222.469332
  nChanged 6
		SP:Iteration 23Q (3172.880000 sec): 3 clusters
  Score: Raw -1147222.234277 + Penalty 2999.190518 = -1144223.043759
  nChanged 4
		SP:Iteration 24Q (3172.900000 sec): 3 clusters
  Score: Raw -1147222.665177 + Penalty 2999.190518 = -1144223.474659
  nChanged 4
		SP:Iteration 25Q (3172.930000 sec): 3 clusters
  Score: Raw -1147223.076894 + Penalty 2999.190518 = -1144223.886376
  nChanged 7
		SP:Iteration 26Q (3172.950000 sec): 3 clusters
  Score: Raw -1147223.757933 + Penalty 2999.190518 = -1144224.567415
  nChanged 5
		SP:Iteration 27Q (3172.980000 sec): 3 clusters
  Score: Raw -1147224.371824 + Penalty 2999.190518 = -1144225.181306
  nChanged 9
		SP:Iteration 28Q (3173.000000 sec): 3 clusters
  Score: Raw -1147225.582484 + Penalty 2999.190518 = -1144226.391966
  nChanged 10
		SP:Iteration 29Q (3173.020000 sec): 3 clusters
  Score: Raw -1147226.807945 + Penalty 2999.190518 = -1144227.617427
  nChanged 5
		SP:Iteration 30Q (3173.040000 sec): 3 clusters
  Score: Raw -1147227.313669 + Penalty 2999.190518 = -1144228.123150
  nChanged 4
		SP:Iteration 31Q (3173.070000 sec): 3 clusters
  Score: Raw -1147227.946331 + Penalty 2999.190518 = -1144228.755813
  nChanged 4
		SP:Iteration 32Q (3173.090000 sec): 3 clusters
  Score: Raw -1147228.245603 + Penalty 2999.190518 = -1144229.055085
  nChanged 3
		SP:Iteration 33Q (3173.110000 sec): 3 clusters
  Score: Raw -1147228.516316 + Penalty 2999.190518 = -1144229.325798
  nChanged 3
		SP:Iteration 34Q (3173.140000 sec): 3 clusters
  Score: Raw -1147228.875354 + Penalty 2999.190518 = -1144229.684836
  nChanged 2
		SP:Iteration 35Q (3173.160000 sec): 3 clusters
  Score: Raw -1147229.081037 + Penalty 2999.190518 = -1144229.890519
  nChanged 2
		SP:Iteration 36Q (3173.180000 sec): 3 clusters
  Score: Raw -1147229.225143 + Penalty 2999.190518 = -1144230.034625
  nChanged 1
		SP:Iteration 37Q (3173.210000 sec): 3 clusters
  Score: Raw -1147229.366908 + Penalty 2999.190518 = -1144230.176390
  nChanged 2
		SP:Iteration 38Q (3173.230000 sec): 3 clusters
  Score: Raw -1147229.484190 + Penalty 2999.190518 = -1144230.293672
  nChanged 1
		SP:Iteration 39Q (3173.250000 sec): 3 clusters
  Score: Raw -1147229.595773 + Penalty 2999.190518 = -1144230.405255
  nChanged 0
		SP:Iteration 40F (3173.280000 sec): 3 clusters
  Score: Raw -1147229.595773 + Penalty 2999.190518 = -1144230.405255
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 54 (2241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3173.290000 sec): 2 clusters
  Score: Raw -200839.480164 + Penalty 1253.635089 = -199585.845075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3173.300000 sec): 3 clusters
  Score: Raw -199960.859115 + Penalty 2507.270179 = -197453.588936
  nChanged 839
		SP:Iteration 1F (3173.300000 sec): 3 clusters
  Score: Raw -200877.782202 + Penalty 2507.270179 = -198370.512023
  nChanged 259
		SP:Iteration 2F (3173.310000 sec): 3 clusters
  Score: Raw -201235.781155 + Penalty 2507.270179 = -198728.510976
  nChanged 187
		SP:Iteration 3F (3173.320000 sec): 3 clusters
  Score: Raw -201482.866735 + Penalty 2507.270179 = -198975.596556
  nChanged 125
		SP:Iteration 4F (3173.320000 sec): 3 clusters
  Score: Raw -201623.518418 + Penalty 2507.270179 = -199116.248239
  nChanged 103
		SP:Iteration 5Q (3173.320000 sec): 3 clusters
  Score: Raw -201712.857255 + Penalty 2507.270179 = -199205.587076
  nChanged 68
		SP:Iteration 6Q (3173.330000 sec): 3 clusters
  Score: Raw -201777.467587 + Penalty 2507.270179 = -199270.197408
  nChanged 59
		SP:Iteration 7Q (3173.340000 sec): 3 clusters
  Score: Raw -201831.769709 + Penalty 2507.270179 = -199324.499530
  nChanged 43
		SP:Iteration 8Q (3173.340000 sec): 3 clusters
  Score: Raw -201881.026844 + Penalty 2507.270179 = -199373.756665
  nChanged 48
		SP:Iteration 9Q (3173.350000 sec): 3 clusters
  Score: Raw -201943.902672 + Penalty 2507.270179 = -199436.632493
  nChanged 45
		SP:Iteration 10Q (3173.350000 sec): 3 clusters
  Score: Raw -202018.816369 + Penalty 2507.270179 = -199511.546190
  nChanged 42
		SP:Iteration 11Q (3173.360000 sec): 3 clusters
  Score: Raw -202083.983749 + Penalty 2507.270179 = -199576.713570
  nChanged 31
		SP:Iteration 12Q (3173.360000 sec): 3 clusters
  Score: Raw -202126.333686 + Penalty 2507.270179 = -199619.063507
  nChanged 16
		SP:Iteration 13Q (3173.370000 sec): 3 clusters
  Score: Raw -202155.015731 + Penalty 2507.270179 = -199647.745552
  nChanged 16
		SP:Iteration 14Q (3173.370000 sec): 3 clusters
  Score: Raw -202176.020486 + Penalty 2507.270179 = -199668.750307
  nChanged 15
		SP:Iteration 15Q (3173.380000 sec): 3 clusters
  Score: Raw -202188.384947 + Penalty 2507.270179 = -199681.114768
  nChanged 12
		SP:Iteration 16Q (3173.380000 sec): 3 clusters
  Score: Raw -202196.817523 + Penalty 2507.270179 = -199689.547344
  nChanged 10
		SP:Iteration 17Q (3173.380000 sec): 3 clusters
  Score: Raw -202203.825988 + Penalty 2507.270179 = -199696.555809
  nChanged 8
		SP:Iteration 18Q (3173.390000 sec): 3 clusters
  Score: Raw -202207.574560 + Penalty 2507.270179 = -199700.304381
  nChanged 6
		SP:Iteration 19Q (3173.400000 sec): 3 clusters
  Score: Raw -202210.884951 + Penalty 2507.270179 = -199703.614772
  nChanged 3
		SP:Iteration 20F (3173.400000 sec): 3 clusters
  Score: Raw -202211.797663 + Penalty 2507.270179 = -199704.527484
  nChanged 3
		SP:Iteration 21Q (3173.400000 sec): 3 clusters
  Score: Raw -202213.057972 + Penalty 2507.270179 = -199705.787793
  nChanged 3
		SP:Iteration 22Q (3173.410000 sec): 3 clusters
  Score: Raw -202214.709528 + Penalty 2507.270179 = -199707.439349
  nChanged 4
		SP:Iteration 23Q (3173.410000 sec): 3 clusters
  Score: Raw -202217.732341 + Penalty 2507.270179 = -199710.462162
  nChanged 4
		SP:Iteration 24Q (3173.420000 sec): 3 clusters
  Score: Raw -202219.149127 + Penalty 2507.270179 = -199711.878948
  nChanged 3
		SP:Iteration 25Q (3173.420000 sec): 3 clusters
  Score: Raw -202219.964260 + Penalty 2507.270179 = -199712.694081
  nChanged 1
		SP:Iteration 26Q (3173.430000 sec): 3 clusters
  Score: Raw -202220.174210 + Penalty 2507.270179 = -199712.904031
  nChanged 1
		SP:Iteration 27Q (3173.430000 sec): 3 clusters
  Score: Raw -202220.755085 + Penalty 2507.270179 = -199713.484906
  nChanged 0
		SP:Iteration 28F (3173.440000 sec): 3 clusters
  Score: Raw -202220.755085 + Penalty 2507.270179 = -199713.484906
  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 12.42 GB.

 Trying to split cluster 55 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3173.460000 sec): 2 clusters
  Score: Raw -573302.199130 + Penalty 1385.145154 = -571917.053977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3173.470000 sec): 3 clusters
  Score: Raw -570653.178377 + Penalty 2770.290307 = -567882.888070
  nChanged 2057
		SP:Iteration 1F (3173.480000 sec): 3 clusters
  Score: Raw -571756.302215 + Penalty 2770.290307 = -568986.011908
  nChanged 371
		SP:Iteration 2F (3173.500000 sec): 3 clusters
  Score: Raw -571948.664138 + Penalty 2770.290307 = -569178.373831
  nChanged 262
		SP:Iteration 3F (3173.510000 sec): 3 clusters
  Score: Raw -572100.362484 + Penalty 2770.290307 = -569330.072177
  nChanged 254
		SP:Iteration 4F (3173.520000 sec): 3 clusters
  Score: Raw -572234.159843 + Penalty 2770.290307 = -569463.869536
  nChanged 212
		SP:Iteration 5Q (3173.540000 sec): 3 clusters
  Score: Raw -572338.156993 + Penalty 2770.290307 = -569567.866686
  nChanged 199
		SP:Iteration 6Q (3173.550000 sec): 3 clusters
  Score: Raw -572442.286670 + Penalty 2770.290307 = -569671.996363
  nChanged 183
		SP:Iteration 7Q (3173.560000 sec): 3 clusters
  Score: Raw -572544.815283 + Penalty 2770.290307 = -569774.524976
  nChanged 209
		SP:Iteration 8Q (3173.570000 sec): 3 clusters
  Score: Raw -572665.536403 + Penalty 2770.290307 = -569895.246096
  nChanged 202
		SP:Iteration 9Q (3173.580000 sec): 3 clusters
  Score: Raw -572785.848283 + Penalty 2770.290307 = -570015.557976
  nChanged 191
		SP:Iteration 10Q (3173.600000 sec): 3 clusters
  Score: Raw -572911.200443 + Penalty 2770.290307 = -570140.910136
  nChanged 184
		SP:Iteration 11Q (3173.610000 sec): 3 clusters
  Score: Raw -573050.905470 + Penalty 2770.290307 = -570280.615163
  nChanged 172
		SP:Iteration 12Q (3173.620000 sec): 3 clusters
  Score: Raw -573177.333646 + Penalty 2770.290307 = -570407.043339
  nChanged 147
		SP:Iteration 13Q (3173.630000 sec): 3 clusters
  Score: Raw -573287.673726 + Penalty 2770.290307 = -570517.383419
  nChanged 117
		SP:Iteration 14Q (3173.640000 sec): 3 clusters
  Score: Raw -573377.905341 + Penalty 2770.290307 = -570607.615034
  nChanged 80
		SP:Iteration 15Q (3173.660000 sec): 3 clusters
  Score: Raw -573434.529089 + Penalty 2770.290307 = -570664.238782
  nChanged 72
		SP:Iteration 16Q (3173.670000 sec): 3 clusters
  Score: Raw -573499.257255 + Penalty 2770.290307 = -570728.966948
  nChanged 60
		SP:Iteration 17Q (3173.680000 sec): 3 clusters
  Score: Raw -573545.251046 + Penalty 2770.290307 = -570774.960739
  nChanged 22
		SP:Iteration 18Q (3173.690000 sec): 3 clusters
  Score: Raw -573563.926919 + Penalty 2770.290307 = -570793.636612
  nChanged 20
		SP:Iteration 19Q (3173.700000 sec): 3 clusters
  Score: Raw -573578.089164 + Penalty 2770.290307 = -570807.798857
  nChanged 9
		SP:Iteration 20F (3173.720000 sec): 3 clusters
  Score: Raw -573588.417123 + Penalty 2770.290307 = -570818.126815
  nChanged 10
		SP:Iteration 21Q (3173.730000 sec): 3 clusters
  Score: Raw -573597.629747 + Penalty 2770.290307 = -570827.339440
  nChanged 7
		SP:Iteration 22Q (3173.740000 sec): 3 clusters
  Score: Raw -573605.216565 + Penalty 2770.290307 = -570834.926258
  nChanged 6
		SP:Iteration 23Q (3173.750000 sec): 3 clusters
  Score: Raw -573612.234679 + Penalty 2770.290307 = -570841.944372
  nChanged 9
		SP:Iteration 24Q (3173.760000 sec): 3 clusters
  Score: Raw -573622.498923 + Penalty 2770.290307 = -570852.208616
  nChanged 6
		SP:Iteration 25Q (3173.770000 sec): 3 clusters
  Score: Raw -573629.522280 + Penalty 2770.290307 = -570859.231973
  nChanged 3
		SP:Iteration 26Q (3173.780000 sec): 3 clusters
  Score: Raw -573632.034440 + Penalty 2770.290307 = -570861.744133
  nChanged 2
		SP:Iteration 27Q (3173.800000 sec): 3 clusters
  Score: Raw -573632.843622 + Penalty 2770.290307 = -570862.553315
  nChanged 0
		SP:Iteration 28F (3173.810000 sec): 3 clusters
  Score: Raw -573632.843622 + Penalty 2770.290307 = -570862.553315
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 56 (94450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3174.100000 sec): 2 clusters
  Score: Raw -11110341.209955 + Penalty 1861.571704 = -11108479.638250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3174.360000 sec): 3 clusters
  Score: Raw -11049014.320338 + Penalty 3723.143409 = -11045291.176929
  nChanged 45005
		SP:Iteration 1F (3174.600000 sec): 3 clusters
  Score: Raw -11076059.421170 + Penalty 3723.143409 = -11072336.277761
  nChanged 3786
		SP:Iteration 2Q (3174.860000 sec): 3 clusters
  Score: Raw -11077342.779758 + Penalty 3723.143409 = -11073619.636350
  nChanged 4078
		SP:Iteration 3Q (3175.110000 sec): 3 clusters
  Score: Raw -11079034.313435 + Penalty 3723.143409 = -11075311.170027
  nChanged 4777
		SP:Iteration 4F (3175.360000 sec): 3 clusters
  Score: Raw -11081429.722052 + Penalty 3723.143409 = -11077706.578643
  nChanged 5485
		SP:Iteration 5F (3175.610000 sec): 3 clusters
  Score: Raw -11084863.878921 + Penalty 3723.143409 = -11081140.735513
  nChanged 6217
		SP:Iteration 6F (3175.860000 sec): 3 clusters
  Score: Raw -11089574.257258 + Penalty 3723.143409 = -11085851.113850
  nChanged 6050
		SP:Iteration 7F (3176.100000 sec): 3 clusters
  Score: Raw -11094254.530223 + Penalty 3723.143409 = -11090531.386815
  nChanged 5023
		SP:Iteration 8F (3176.350000 sec): 3 clusters
  Score: Raw -11097489.423466 + Penalty 3723.143409 = -11093766.280058
  nChanged 3560
		SP:Iteration 9Q (3176.600000 sec): 3 clusters
  Score: Raw -11099153.353589 + Penalty 3723.143409 = -11095430.210180
  nChanged 2345
		SP:Iteration 10Q (3176.840000 sec): 3 clusters
  Score: Raw -11100045.133226 + Penalty 3723.143409 = -11096321.989817
  nChanged 1800
		SP:Iteration 11Q (3177.070000 sec): 3 clusters
  Score: Raw -11100708.822962 + Penalty 3723.143409 = -11096985.679554
  nChanged 1602
		SP:Iteration 12Q (3177.300000 sec): 3 clusters
  Score: Raw -11101347.011762 + Penalty 3723.143409 = -11097623.868353
  nChanged 1582
		SP:Iteration 13Q (3177.530000 sec): 3 clusters
  Score: Raw -11101987.583955 + Penalty 3723.143409 = -11098264.440547
  nChanged 1533
		SP:Iteration 14Q (3177.760000 sec): 3 clusters
  Score: Raw -11102643.824711 + Penalty 3723.143409 = -11098920.681302
  nChanged 1499
		SP:Iteration 15Q (3177.980000 sec): 3 clusters
  Score: Raw -11103317.070614 + Penalty 3723.143409 = -11099593.927205
  nChanged 1478
		SP:Iteration 16Q (3178.200000 sec): 3 clusters
  Score: Raw -11104041.295057 + Penalty 3723.143409 = -11100318.151648
  nChanged 1400
		SP:Iteration 17Q (3178.420000 sec): 3 clusters
  Score: Raw -11104753.309135 + Penalty 3723.143409 = -11101030.165726
  nChanged 1315
		SP:Iteration 18Q (3178.640000 sec): 3 clusters
  Score: Raw -11105510.428462 + Penalty 3723.143409 = -11101787.285053
  nChanged 1247
		SP:Iteration 19Q (3178.850000 sec): 3 clusters
  Score: Raw -11106308.261493 + Penalty 3723.143409 = -11102585.118084
  nChanged 1131
		SP:Iteration 20F (3179.100000 sec): 3 clusters
  Score: Raw -11107028.654289 + Penalty 3723.143409 = -11103305.510880
  nChanged 1001
		SP:Iteration 21Q (3179.300000 sec): 3 clusters
  Score: Raw -11107680.733430 + Penalty 3723.143409 = -11103957.590021
  nChanged 965
		SP:Iteration 22Q (3179.500000 sec): 3 clusters
  Score: Raw -11108303.656447 + Penalty 3723.143409 = -11104580.513039
  nChanged 886
		SP:Iteration 23Q (3179.700000 sec): 3 clusters
  Score: Raw -11108808.642745 + Penalty 3723.143409 = -11105085.499337
  nChanged 808
		SP:Iteration 24Q (3179.900000 sec): 3 clusters
  Score: Raw -11109179.594692 + Penalty 3723.143409 = -11105456.451284
  nChanged 725
		SP:Iteration 25Q (3180.100000 sec): 3 clusters
  Score: Raw -11109458.426314 + Penalty 3723.143409 = -11105735.282905
  nChanged 673
		SP:Iteration 26Q (3180.300000 sec): 3 clusters
  Score: Raw -11109690.462713 + Penalty 3723.143409 = -11105967.319304
  nChanged 626
		SP:Iteration 27Q (3180.490000 sec): 3 clusters
  Score: Raw -11109878.875645 + Penalty 3723.143409 = -11106155.732236
  nChanged 607
		SP:Iteration 28Q (3180.680000 sec): 3 clusters
  Score: Raw -11110070.499476 + Penalty 3723.143409 = -11106347.356067
  nChanged 596
		SP:Iteration 29Q (3180.880000 sec): 3 clusters
  Score: Raw -11110284.322315 + Penalty 3723.143409 = -11106561.178906
  nChanged 624
		SP:Iteration 30Q (3181.070000 sec): 3 clusters
  Score: Raw -11110522.021757 + Penalty 3723.143409 = -11106798.878348
  nChanged 679
		SP:Iteration 31Q (3181.260000 sec): 3 clusters
  Score: Raw -11110789.824781 + Penalty 3723.143409 = -11107066.681373
  nChanged 685
		SP:Iteration 32Q (3181.460000 sec): 3 clusters
  Score: Raw -11111064.312663 + Penalty 3723.143409 = -11107341.169255
  nChanged 702
		SP:Iteration 33Q (3181.650000 sec): 3 clusters
  Score: Raw -11111348.917169 + Penalty 3723.143409 = -11107625.773760
  nChanged 727
		SP:Iteration 34Q (3181.850000 sec): 3 clusters
  Score: Raw -11111642.146231 + Penalty 3723.143409 = -11107919.002822
  nChanged 736
		SP:Iteration 35Q (3182.040000 sec): 3 clusters
  Score: Raw -11111927.049833 + Penalty 3723.143409 = -11108203.906424
  nChanged 770
		SP:Iteration 36Q (3182.240000 sec): 3 clusters
  Score: Raw -11112234.762263 + Penalty 3723.143409 = -11108511.618855
  nChanged 781
		SP:Iteration 37Q (3182.440000 sec): 3 clusters
  Score: Raw -11112521.507062 + Penalty 3723.143409 = -11108798.363653
  nChanged 740
		SP:Iteration 38Q (3182.630000 sec): 3 clusters
  Score: Raw -11112790.442908 + Penalty 3723.143409 = -11109067.299499
  nChanged 694
		SP:Iteration 39Q (3182.830000 sec): 3 clusters
  Score: Raw -11113040.305397 + Penalty 3723.143409 = -11109317.161988
  nChanged 651
		SP:Iteration 40F (3183.070000 sec): 3 clusters
  Score: Raw -11114000.974154 + Penalty 3723.143409 = -11110277.830746
  nChanged 1138
		SP:Iteration 41Q (3183.280000 sec): 3 clusters
  Score: Raw -11114832.127418 + Penalty 3723.143409 = -11111108.984009
  nChanged 1087
		SP:Iteration 42Q (3183.480000 sec): 3 clusters
  Score: Raw -11115411.532416 + Penalty 3723.143409 = -11111688.389007
  nChanged 990
		SP:Iteration 43Q (3183.690000 sec): 3 clusters
  Score: Raw -11115810.950970 + Penalty 3723.143409 = -11112087.807561
  nChanged 869
		SP:Iteration 44Q (3183.890000 sec): 3 clusters
  Score: Raw -11116098.794164 + Penalty 3723.143409 = -11112375.650755
  nChanged 782
		SP:Iteration 45Q (3184.090000 sec): 3 clusters
  Score: Raw -11116316.918659 + Penalty 3723.143409 = -11112593.775251
  nChanged 680
		SP:Iteration 46Q (3184.290000 sec): 3 clusters
  Score: Raw -11116471.487132 + Penalty 3723.143409 = -11112748.343724
  nChanged 556
		SP:Iteration 47Q (3184.490000 sec): 3 clusters
  Score: Raw -11116579.644075 + Penalty 3723.143409 = -11112856.500667
  nChanged 448
		SP:Iteration 48Q (3184.690000 sec): 3 clusters
  Score: Raw -11116646.484128 + Penalty 3723.143409 = -11112923.340719
  nChanged 331
		SP:Iteration 49Q (3184.890000 sec): 3 clusters
  Score: Raw -11116685.418376 + Penalty 3723.143409 = -11112962.274967
  nChanged 249
		SP:Iteration 50Q (3185.090000 sec): 3 clusters
  Score: Raw -11116707.442421 + Penalty 3723.143409 = -11112984.299012
  nChanged 179
		SP:Iteration 51Q (3185.300000 sec): 3 clusters
  Score: Raw -11116720.362642 + Penalty 3723.143409 = -11112997.219233
  nChanged 133
		SP:Iteration 52Q (3185.500000 sec): 3 clusters
  Score: Raw -11116727.761587 + Penalty 3723.143409 = -11113004.618179
  nChanged 117
		SP:Iteration 53Q (3185.690000 sec): 3 clusters
  Score: Raw -11116732.830944 + Penalty 3723.143409 = -11113009.687535
  nChanged 74
		SP:Iteration 54Q (3185.890000 sec): 3 clusters
  Score: Raw -11116735.562494 + Penalty 3723.143409 = -11113012.419086
  nChanged 66
		SP:Iteration 55Q (3186.090000 sec): 3 clusters
  Score: Raw -11116738.344970 + Penalty 3723.143409 = -11113015.201561
  nChanged 66
		SP:Iteration 56Q (3186.290000 sec): 3 clusters
  Score: Raw -11116740.502022 + Penalty 3723.143409 = -11113017.358613
  nChanged 51
		SP:Iteration 57Q (3186.500000 sec): 3 clusters
  Score: Raw -11116741.826902 + Penalty 3723.143409 = -11113018.683493
  nChanged 36
		SP:Iteration 58Q (3186.700000 sec): 3 clusters
  Score: Raw -11116742.723626 + Penalty 3723.143409 = -11113019.580218
  nChanged 35
		SP:Iteration 59Q (3186.900000 sec): 3 clusters
  Score: Raw -11116743.584868 + Penalty 3723.143409 = -11113020.441459
  nChanged 27
		SP:Iteration 60F (3187.150000 sec): 3 clusters
  Score: Raw -11116744.839216 + Penalty 3723.143409 = -11113021.695807
  nChanged 23
		SP:Iteration 61Q (3187.360000 sec): 3 clusters
  Score: Raw -11116745.298971 + Penalty 3723.143409 = -11113022.155562
  nChanged 10
		SP:Iteration 62Q (3187.570000 sec): 3 clusters
  Score: Raw -11116745.486357 + Penalty 3723.143409 = -11113022.342949
  nChanged 9
		SP:Iteration 63Q (3187.780000 sec): 3 clusters
  Score: Raw -11116745.643218 + Penalty 3723.143409 = -11113022.499810
  nChanged 7
		SP:Iteration 64Q (3187.990000 sec): 3 clusters
  Score: Raw -11116745.755109 + Penalty 3723.143409 = -11113022.611701
  nChanged 8
		SP:Iteration 65Q (3188.200000 sec): 3 clusters
  Score: Raw -11116745.873638 + Penalty 3723.143409 = -11113022.730229
  nChanged 10
		SP:Iteration 66Q (3188.410000 sec): 3 clusters
  Score: Raw -11116746.023639 + Penalty 3723.143409 = -11113022.880230
  nChanged 7
		SP:Iteration 67Q (3188.620000 sec): 3 clusters
  Score: Raw -11116746.130663 + Penalty 3723.143409 = -11113022.987254
  nChanged 9
		SP:Iteration 68Q (3188.830000 sec): 3 clusters
  Score: Raw -11116746.281412 + Penalty 3723.143409 = -11113023.138003
  nChanged 6
		SP:Iteration 69Q (3189.040000 sec): 3 clusters
  Score: Raw -11116746.357564 + Penalty 3723.143409 = -11113023.214156
  nChanged 4
		SP:Iteration 70Q (3189.250000 sec): 3 clusters
  Score: Raw -11116746.393760 + Penalty 3723.143409 = -11113023.250351
  nChanged 2
		SP:Iteration 71Q (3189.470000 sec): 3 clusters
  Score: Raw -11116746.411114 + Penalty 3723.143409 = -11113023.267706
  nChanged 3
		SP:Iteration 72Q (3189.680000 sec): 3 clusters
  Score: Raw -11116746.442019 + Penalty 3723.143409 = -11113023.298610
  nChanged 5
		SP:Iteration 73Q (3189.890000 sec): 3 clusters
  Score: Raw -11116746.508909 + Penalty 3723.143409 = -11113023.365500
  nChanged 6
		SP:Iteration 74Q (3190.100000 sec): 3 clusters
  Score: Raw -11116746.632808 + Penalty 3723.143409 = -11113023.489400
  nChanged 5
		SP:Iteration 75Q (3190.310000 sec): 3 clusters
  Score: Raw -11116746.715504 + Penalty 3723.143409 = -11113023.572095
  nChanged 3
		SP:Iteration 76Q (3190.520000 sec): 3 clusters
  Score: Raw -11116746.745078 + Penalty 3723.143409 = -11113023.601669
  nChanged 1
		SP:Iteration 77Q (3190.730000 sec): 3 clusters
  Score: Raw -11116746.752744 + Penalty 3723.143409 = -11113023.609336
  nChanged 1
		SP:Iteration 78Q (3190.940000 sec): 3 clusters
  Score: Raw -11116746.763124 + Penalty 3723.143409 = -11113023.619716
  nChanged 2
		SP:Iteration 79Q (3191.150000 sec): 3 clusters
  Score: Raw -11116746.799372 + Penalty 3723.143409 = -11113023.655963
  nChanged 4
		SP:Iteration 80F (3191.400000 sec): 3 clusters
  Score: Raw -11116746.851519 + Penalty 3723.143409 = -11113023.708110
  nChanged 3
		SP:Iteration 81Q (3191.620000 sec): 3 clusters
  Score: Raw -11116746.896800 + Penalty 3723.143409 = -11113023.753391
  nChanged 4
		SP:Iteration 82Q (3191.830000 sec): 3 clusters
  Score: Raw -11116746.939619 + Penalty 3723.143409 = -11113023.796210
  nChanged 2
		SP:Iteration 83Q (3192.050000 sec): 3 clusters
  Score: Raw -11116746.972918 + Penalty 3723.143409 = -11113023.829509
  nChanged 3
		SP:Iteration 84Q (3192.260000 sec): 3 clusters
  Score: Raw -11116747.049458 + Penalty 3723.143409 = -11113023.906050
  nChanged 8
		SP:Iteration 85Q (3192.480000 sec): 3 clusters
  Score: Raw -11116747.180774 + Penalty 3723.143409 = -11113024.037365
  nChanged 9
		SP:Iteration 86Q (3192.700000 sec): 3 clusters
  Score: Raw -11116747.328944 + Penalty 3723.143409 = -11113024.185535
  nChanged 8
		SP:Iteration 87Q (3192.910000 sec): 3 clusters
  Score: Raw -11116747.462473 + Penalty 3723.143409 = -11113024.319065
  nChanged 7
		SP:Iteration 88Q (3193.130000 sec): 3 clusters
  Score: Raw -11116747.526126 + Penalty 3723.143409 = -11113024.382718
  nChanged 2
		SP:Iteration 89Q (3193.340000 sec): 3 clusters
  Score: Raw -11116747.551351 + Penalty 3723.143409 = -11113024.407943
  nChanged 1
		SP:Iteration 90Q (3193.550000 sec): 3 clusters
  Score: Raw -11116747.557371 + Penalty 3723.143409 = -11113024.413962
  nChanged 2
		SP:Iteration 91Q (3193.760000 sec): 3 clusters
  Score: Raw -11116747.575473 + Penalty 3723.143409 = -11113024.432064
  nChanged 2
		SP:Iteration 92Q (3193.970000 sec): 3 clusters
  Score: Raw -11116747.609121 + Penalty 3723.143409 = -11113024.465712
  nChanged 1
		SP:Iteration 93Q (3194.180000 sec): 3 clusters
  Score: Raw -11116747.616206 + Penalty 3723.143409 = -11113024.472797
  nChanged 0
		SP:Iteration 94F (3194.430000 sec): 3 clusters
  Score: Raw -11116747.616206 + Penalty 3723.143409 = -11113024.472797
  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 12.42 GB.

 Trying to split cluster 57 (2708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3194.490000 sec): 2 clusters
  Score: Raw -294584.864118 + Penalty 1284.394416 = -293300.469702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3194.490000 sec): 3 clusters
  Score: Raw -293278.121230 + Penalty 2568.788831 = -290709.332399
  nChanged 1026
		SP:Iteration 1F (3194.500000 sec): 3 clusters
  Score: Raw -293950.714973 + Penalty 2568.788831 = -291381.926142
  nChanged 240
		SP:Iteration 2F (3194.510000 sec): 3 clusters
  Score: Raw -294127.782937 + Penalty 2568.788831 = -291558.994106
  nChanged 164
		SP:Iteration 3F (3194.510000 sec): 3 clusters
  Score: Raw -294311.459650 + Penalty 2568.788831 = -291742.670819
  nChanged 175
		SP:Iteration 4F (3194.520000 sec): 3 clusters
  Score: Raw -294574.737206 + Penalty 2568.788831 = -292005.948375
  nChanged 178
		SP:Iteration 5F (3194.530000 sec): 3 clusters
  Score: Raw -294842.841620 + Penalty 2568.788831 = -292274.052789
  nChanged 160
		SP:Iteration 6F (3194.530000 sec): 3 clusters
  Score: Raw -295047.772564 + Penalty 2568.788831 = -292478.983733
  nChanged 131
		SP:Iteration 7Q (3194.540000 sec): 3 clusters
  Score: Raw -295204.486738 + Penalty 2568.788831 = -292635.697906
  nChanged 106
		SP:Iteration 8Q (3194.550000 sec): 3 clusters
  Score: Raw -295311.476636 + Penalty 2568.788831 = -292742.687805
  nChanged 86
		SP:Iteration 9Q (3194.550000 sec): 3 clusters
  Score: Raw -295393.696798 + Penalty 2568.788831 = -292824.907967
  nChanged 67
		SP:Iteration 10Q (3194.560000 sec): 3 clusters
  Score: Raw -295447.624576 + Penalty 2568.788831 = -292878.835745
  nChanged 46
		SP:Iteration 11Q (3194.570000 sec): 3 clusters
  Score: Raw -295471.709919 + Penalty 2568.788831 = -292902.921087
  nChanged 29
		SP:Iteration 12Q (3194.570000 sec): 3 clusters
  Score: Raw -295491.844102 + Penalty 2568.788831 = -292923.055271
  nChanged 25
		SP:Iteration 13Q (3194.580000 sec): 3 clusters
  Score: Raw -295508.694283 + Penalty 2568.788831 = -292939.905452
  nChanged 19
		SP:Iteration 14Q (3194.580000 sec): 3 clusters
  Score: Raw -295520.138940 + Penalty 2568.788831 = -292951.350109
  nChanged 20
		SP:Iteration 15Q (3194.590000 sec): 3 clusters
  Score: Raw -295526.858034 + Penalty 2568.788831 = -292958.069203
  nChanged 9
		SP:Iteration 16Q (3194.590000 sec): 3 clusters
  Score: Raw -295530.119352 + Penalty 2568.788831 = -292961.330521
  nChanged 8
		SP:Iteration 17Q (3194.600000 sec): 3 clusters
  Score: Raw -295533.415458 + Penalty 2568.788831 = -292964.626627
  nChanged 6
		SP:Iteration 18Q (3194.610000 sec): 3 clusters
  Score: Raw -295536.180502 + Penalty 2568.788831 = -292967.391671
  nChanged 7
		SP:Iteration 19Q (3194.610000 sec): 3 clusters
  Score: Raw -295539.936695 + Penalty 2568.788831 = -292971.147864
  nChanged 6
		SP:Iteration 20F (3194.620000 sec): 3 clusters
  Score: Raw -295542.001837 + Penalty 2568.788831 = -292973.213006
  nChanged 4
		SP:Iteration 21Q (3194.630000 sec): 3 clusters
  Score: Raw -295543.497078 + Penalty 2568.788831 = -292974.708246
  nChanged 2
		SP:Iteration 22Q (3194.630000 sec): 3 clusters
  Score: Raw -295543.999559 + Penalty 2568.788831 = -292975.210728
  nChanged 2
		SP:Iteration 23Q (3194.640000 sec): 3 clusters
  Score: Raw -295544.517248 + Penalty 2568.788831 = -292975.728417
  nChanged 2
		SP:Iteration 24Q (3194.650000 sec): 3 clusters
  Score: Raw -295545.083771 + Penalty 2568.788831 = -292976.294940
  nChanged 0
		SP:Iteration 25F (3194.650000 sec): 3 clusters
  Score: Raw -295545.083771 + Penalty 2568.788831 = -292976.294940
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 58 (19080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3194.710000 sec): 2 clusters
  Score: Raw -2277666.319900 + Penalty 1601.664341 = -2276064.655559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3194.760000 sec): 3 clusters
  Score: Raw -2266137.265582 + Penalty 3203.328682 = -2262933.936900
  nChanged 8683
		SP:Iteration 1F (3194.810000 sec): 3 clusters
  Score: Raw -2270725.819294 + Penalty 3203.328682 = -2267522.490612
  nChanged 927
		SP:Iteration 2Q (3194.860000 sec): 3 clusters
  Score: Raw -2271041.823580 + Penalty 3203.328682 = -2267838.494898
  nChanged 828
		SP:Iteration 3Q (3194.910000 sec): 3 clusters
  Score: Raw -2271313.388813 + Penalty 3203.328682 = -2268110.060131
  nChanged 808
		SP:Iteration 4Q (3194.950000 sec): 3 clusters
  Score: Raw -2271631.883089 + Penalty 3203.328682 = -2268428.554407
  nChanged 897
		SP:Iteration 5Q (3195.000000 sec): 3 clusters
  Score: Raw -2272064.266691 + Penalty 3203.328682 = -2268860.938009
  nChanged 980
		SP:Iteration 6F (3195.050000 sec): 3 clusters
  Score: Raw -2272607.066522 + Penalty 3203.328682 = -2269403.737840
  nChanged 1124
		SP:Iteration 7F (3195.100000 sec): 3 clusters
  Score: Raw -2273362.827597 + Penalty 3203.328682 = -2270159.498914
  nChanged 1254
		SP:Iteration 8F (3195.150000 sec): 3 clusters
  Score: Raw -2274324.147372 + Penalty 3203.328682 = -2271120.818690
  nChanged 1289
		SP:Iteration 9F (3195.200000 sec): 3 clusters
  Score: Raw -2275419.377708 + Penalty 3203.328682 = -2272216.049026
  nChanged 1086
		SP:Iteration 10F (3195.250000 sec): 3 clusters
  Score: Raw -2276388.661942 + Penalty 3203.328682 = -2273185.333259
  nChanged 746
		SP:Iteration 11Q (3195.290000 sec): 3 clusters
  Score: Raw -2277039.141917 + Penalty 3203.328682 = -2273835.813235
  nChanged 429
		SP:Iteration 12Q (3195.330000 sec): 3 clusters
  Score: Raw -2277424.799192 + Penalty 3203.328682 = -2274221.470510
  nChanged 207
		SP:Iteration 13Q (3195.370000 sec): 3 clusters
  Score: Raw -2277632.694579 + Penalty 3203.328682 = -2274429.365897
  nChanged 92
		SP:Iteration 14Q (3195.410000 sec): 3 clusters
  Score: Raw -2277732.825610 + Penalty 3203.328682 = -2274529.496928
  nChanged 48
		SP:Iteration 15Q (3195.450000 sec): 3 clusters
  Score: Raw -2277794.094478 + Penalty 3203.328682 = -2274590.765796
  nChanged 28
		SP:Iteration 16Q (3195.480000 sec): 3 clusters
  Score: Raw -2277832.899385 + Penalty 3203.328682 = -2274629.570702
  nChanged 19
		SP:Iteration 17Q (3195.510000 sec): 3 clusters
  Score: Raw -2277857.458242 + Penalty 3203.328682 = -2274654.129559
  nChanged 10
		SP:Iteration 18Q (3195.550000 sec): 3 clusters
  Score: Raw -2277867.119022 + Penalty 3203.328682 = -2274663.790340
  nChanged 8
		SP:Iteration 19Q (3195.590000 sec): 3 clusters
  Score: Raw -2277877.060424 + Penalty 3203.328682 = -2274673.731742
  nChanged 7
		SP:Iteration 20F (3195.630000 sec): 3 clusters
  Score: Raw -2277887.876090 + Penalty 3203.328682 = -2274684.547408
  nChanged 5
		SP:Iteration 21Q (3195.670000 sec): 3 clusters
  Score: Raw -2277893.970214 + Penalty 3203.328682 = -2274690.641532
  nChanged 2
		SP:Iteration 22Q (3195.700000 sec): 3 clusters
  Score: Raw -2277896.534728 + Penalty 3203.328682 = -2274693.206046
  nChanged 3
		SP:Iteration 23Q (3195.730000 sec): 3 clusters
  Score: Raw -2277899.542790 + Penalty 3203.328682 = -2274696.214108
  nChanged 2
		SP:Iteration 24Q (3195.770000 sec): 3 clusters
  Score: Raw -2277902.503668 + Penalty 3203.328682 = -2274699.174986
  nChanged 5
		SP:Iteration 25Q (3195.800000 sec): 3 clusters
  Score: Raw -2277907.818592 + Penalty 3203.328682 = -2274704.489910
  nChanged 3
		SP:Iteration 26Q (3195.840000 sec): 3 clusters
  Score: Raw -2277912.792768 + Penalty 3203.328682 = -2274709.464085
  nChanged 2
		SP:Iteration 27Q (3195.870000 sec): 3 clusters
  Score: Raw -2277917.202376 + Penalty 3203.328682 = -2274713.873693
  nChanged 1
		SP:Iteration 28Q (3195.900000 sec): 3 clusters
  Score: Raw -2277918.895185 + Penalty 3203.328682 = -2274715.566503
  nChanged 1
		SP:Iteration 29Q (3195.940000 sec): 3 clusters
  Score: Raw -2277919.345991 + Penalty 3203.328682 = -2274716.017309
  nChanged 0
		SP:Iteration 30F (3195.990000 sec): 3 clusters
  Score: Raw -2277919.345991 + Penalty 3203.328682 = -2274716.017309
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 59 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3196.000000 sec): 2 clusters
  Score: Raw -42482.103059 + Penalty 983.846394 = -41498.256666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3196.000000 sec): 3 clusters
  Score: Raw -42481.137076 + Penalty 1967.692788 = -40513.444288
  nChanged 107
		SP:Iteration 1F (3196.000000 sec): 3 clusters
  Score: Raw -42617.114992 + Penalty 1967.692788 = -40649.422204
  nChanged 19
		SP:Iteration 2Q (3196.000000 sec): 3 clusters
  Score: Raw -42654.666115 + Penalty 1967.692788 = -40686.973327
  nChanged 11
		SP:Iteration 3Q (3196.000000 sec): 3 clusters
  Score: Raw -42682.302672 + Penalty 1967.692788 = -40714.609884
  nChanged 13
		SP:Iteration 4Q (3196.000000 sec): 3 clusters
  Score: Raw -42711.684421 + Penalty 1967.692788 = -40743.991634
  nChanged 7
		SP:Iteration 5Q (3196.010000 sec): 3 clusters
  Score: Raw -42721.572248 + Penalty 1967.692788 = -40753.879461
  nChanged 8
		SP:Iteration 6Q (3196.010000 sec): 3 clusters
  Score: Raw -42732.822522 + Penalty 1967.692788 = -40765.129734
  nChanged 5
		SP:Iteration 7Q (3196.010000 sec): 3 clusters
  Score: Raw -42744.404942 + Penalty 1967.692788 = -40776.712155
  nChanged 6
		SP:Iteration 8Q (3196.010000 sec): 3 clusters
  Score: Raw -42759.729725 + Penalty 1967.692788 = -40792.036938
  nChanged 1
		SP:Iteration 9Q (3196.010000 sec): 3 clusters
  Score: Raw -42760.507644 + Penalty 1967.692788 = -40792.814856
  nChanged 1
		SP:Iteration 10Q (3196.010000 sec): 3 clusters
  Score: Raw -42762.132381 + Penalty 1967.692788 = -40794.439594
  nChanged 3
		SP:Iteration 11Q (3196.010000 sec): 3 clusters
  Score: Raw -42769.641510 + Penalty 1967.692788 = -40801.948722
  nChanged 4
		SP:Iteration 12Q (3196.010000 sec): 3 clusters
  Score: Raw -42774.342741 + Penalty 1967.692788 = -40806.649953
  nChanged 3
		SP:Iteration 13Q (3196.010000 sec): 3 clusters
  Score: Raw -42778.979164 + Penalty 1967.692788 = -40811.286376
  nChanged 2
		SP:Iteration 14Q (3196.010000 sec): 3 clusters
  Score: Raw -42784.831816 + Penalty 1967.692788 = -40817.139029
  nChanged 1
		SP:Iteration 15Q (3196.010000 sec): 3 clusters
  Score: Raw -42786.288884 + Penalty 1967.692788 = -40818.596097
  nChanged 0
		SP:Iteration 16F (3196.020000 sec): 3 clusters
  Score: Raw -42786.288884 + Penalty 1967.692788 = -40818.596097
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 60 (409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3196.020000 sec): 2 clusters
  Score: Raw -43972.506546 + Penalty 977.228713 = -42995.277833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3196.020000 sec): 3 clusters
  Score: Raw -43964.109716 + Penalty 1954.457426 = -42009.652290
  nChanged 92
		SP:Iteration 1F (3196.020000 sec): 3 clusters
  Score: Raw -44109.427272 + Penalty 1954.457426 = -42154.969846
  nChanged 18
		SP:Iteration 2Q (3196.030000 sec): 3 clusters
  Score: Raw -44137.796148 + Penalty 1954.457426 = -42183.338723
  nChanged 12
		SP:Iteration 3Q (3196.030000 sec): 3 clusters
  Score: Raw -44165.896318 + Penalty 1954.457426 = -42211.438893
  nChanged 4
		SP:Iteration 4Q (3196.030000 sec): 3 clusters
  Score: Raw -44174.325400 + Penalty 1954.457426 = -42219.867974
  nChanged 4
		SP:Iteration 5Q (3196.030000 sec): 3 clusters
  Score: Raw -44183.822980 + Penalty 1954.457426 = -42229.365555
  nChanged 3
		SP:Iteration 6Q (3196.030000 sec): 3 clusters
  Score: Raw -44190.087178 + Penalty 1954.457426 = -42235.629752
  nChanged 1
		SP:Iteration 7Q (3196.030000 sec): 3 clusters
  Score: Raw -44193.104917 + Penalty 1954.457426 = -42238.647491
  nChanged 2
		SP:Iteration 8Q (3196.030000 sec): 3 clusters
  Score: Raw -44196.788069 + Penalty 1954.457426 = -42242.330643
  nChanged 3
		SP:Iteration 9Q (3196.030000 sec): 3 clusters
  Score: Raw -44205.968304 + Penalty 1954.457426 = -42251.510878
  nChanged 4
		SP:Iteration 10Q (3196.030000 sec): 3 clusters
  Score: Raw -44213.775082 + Penalty 1954.457426 = -42259.317657
  nChanged 5
		SP:Iteration 11Q (3196.030000 sec): 3 clusters
  Score: Raw -44219.630011 + Penalty 1954.457426 = -42265.172585
  nChanged 4
		SP:Iteration 12Q (3196.030000 sec): 3 clusters
  Score: Raw -44228.141377 + Penalty 1954.457426 = -42273.683951
  nChanged 4
		SP:Iteration 13Q (3196.030000 sec): 3 clusters
  Score: Raw -44235.459102 + Penalty 1954.457426 = -42281.001677
  nChanged 2
		SP:Iteration 14Q (3196.040000 sec): 3 clusters
  Score: Raw -44238.819779 + Penalty 1954.457426 = -42284.362353
  nChanged 0
		SP:Iteration 15F (3196.040000 sec): 3 clusters
  Score: Raw -44238.819779 + Penalty 1954.457426 = -42284.362353
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 61 (20122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3196.100000 sec): 2 clusters
  Score: Raw -2308412.318623 + Penalty 1610.304966 = -2306802.013656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3196.150000 sec): 3 clusters
  Score: Raw -2296461.773716 + Penalty 3220.609932 = -2293241.163784
  nChanged 9015
		SP:Iteration 1F (3196.200000 sec): 3 clusters
  Score: Raw -2301530.657142 + Penalty 3220.609932 = -2298310.047209
  nChanged 1022
		SP:Iteration 2F (3196.250000 sec): 3 clusters
  Score: Raw -2301922.088619 + Penalty 3220.609932 = -2298701.478687
  nChanged 934
		SP:Iteration 3Q (3196.310000 sec): 3 clusters
  Score: Raw -2302297.283532 + Penalty 3220.609932 = -2299076.673599
  nChanged 916
		SP:Iteration 4Q (3196.360000 sec): 3 clusters
  Score: Raw -2302665.337342 + Penalty 3220.609932 = -2299444.727410
  nChanged 842
		SP:Iteration 5Q (3196.410000 sec): 3 clusters
  Score: Raw -2302983.625180 + Penalty 3220.609932 = -2299763.015248
  nChanged 791
		SP:Iteration 6Q (3196.470000 sec): 3 clusters
  Score: Raw -2303300.671726 + Penalty 3220.609932 = -2300080.061793
  nChanged 778
		SP:Iteration 7Q (3196.520000 sec): 3 clusters
  Score: Raw -2303638.906079 + Penalty 3220.609932 = -2300418.296147
  nChanged 830
		SP:Iteration 8Q (3196.570000 sec): 3 clusters
  Score: Raw -2304065.251381 + Penalty 3220.609932 = -2300844.641448
  nChanged 821
		SP:Iteration 9Q (3196.620000 sec): 3 clusters
  Score: Raw -2304493.261110 + Penalty 3220.609932 = -2301272.651178
  nChanged 760
		SP:Iteration 10Q (3196.670000 sec): 3 clusters
  Score: Raw -2304873.224300 + Penalty 3220.609932 = -2301652.614368
  nChanged 679
		SP:Iteration 11Q (3196.730000 sec): 3 clusters
  Score: Raw -2305247.957006 + Penalty 3220.609932 = -2302027.347074
  nChanged 636
		SP:Iteration 12Q (3196.780000 sec): 3 clusters
  Score: Raw -2305593.370193 + Penalty 3220.609932 = -2302372.760260
  nChanged 582
		SP:Iteration 13Q (3196.830000 sec): 3 clusters
  Score: Raw -2305876.729254 + Penalty 3220.609932 = -2302656.119321
  nChanged 455
		SP:Iteration 14Q (3196.880000 sec): 3 clusters
  Score: Raw -2306063.299394 + Penalty 3220.609932 = -2302842.689462
  nChanged 403
		SP:Iteration 15Q (3196.930000 sec): 3 clusters
  Score: Raw -2306214.061556 + Penalty 3220.609932 = -2302993.451624
  nChanged 332
		SP:Iteration 16Q (3196.980000 sec): 3 clusters
  Score: Raw -2306339.079247 + Penalty 3220.609932 = -2303118.469314
  nChanged 312
		SP:Iteration 17Q (3197.020000 sec): 3 clusters
  Score: Raw -2306444.762179 + Penalty 3220.609932 = -2303224.152247
  nChanged 270
		SP:Iteration 18Q (3197.070000 sec): 3 clusters
  Score: Raw -2306534.176548 + Penalty 3220.609932 = -2303313.566616
  nChanged 253
		SP:Iteration 19Q (3197.120000 sec): 3 clusters
  Score: Raw -2306617.588632 + Penalty 3220.609932 = -2303396.978699
  nChanged 238
		SP:Iteration 20F (3197.170000 sec): 3 clusters
  Score: Raw -2306695.487075 + Penalty 3220.609932 = -2303474.877143
  nChanged 272
		SP:Iteration 21Q (3197.220000 sec): 3 clusters
  Score: Raw -2306792.338295 + Penalty 3220.609932 = -2303571.728363
  nChanged 272
		SP:Iteration 22Q (3197.260000 sec): 3 clusters
  Score: Raw -2306893.942487 + Penalty 3220.609932 = -2303673.332554
  nChanged 289
		SP:Iteration 23Q (3197.300000 sec): 3 clusters
  Score: Raw -2307010.251936 + Penalty 3220.609932 = -2303789.642004
  nChanged 302
		SP:Iteration 24Q (3197.350000 sec): 3 clusters
  Score: Raw -2307142.693298 + Penalty 3220.609932 = -2303922.083366
  nChanged 297
		SP:Iteration 25Q (3197.390000 sec): 3 clusters
  Score: Raw -2307276.532881 + Penalty 3220.609932 = -2304055.922948
  nChanged 248
		SP:Iteration 26Q (3197.440000 sec): 3 clusters
  Score: Raw -2307382.650410 + Penalty 3220.609932 = -2304162.040478
  nChanged 243
		SP:Iteration 27Q (3197.480000 sec): 3 clusters
  Score: Raw -2307496.036223 + Penalty 3220.609932 = -2304275.426290
  nChanged 249
		SP:Iteration 28Q (3197.520000 sec): 3 clusters
  Score: Raw -2307605.880360 + Penalty 3220.609932 = -2304385.270428
  nChanged 231
		SP:Iteration 29Q (3197.560000 sec): 3 clusters
  Score: Raw -2307718.654813 + Penalty 3220.609932 = -2304498.044881
  nChanged 223
		SP:Iteration 30Q (3197.600000 sec): 3 clusters
  Score: Raw -2307840.102004 + Penalty 3220.609932 = -2304619.492072
  nChanged 214
		SP:Iteration 31Q (3197.640000 sec): 3 clusters
  Score: Raw -2307959.307142 + Penalty 3220.609932 = -2304738.697209
  nChanged 199
		SP:Iteration 32Q (3197.680000 sec): 3 clusters
  Score: Raw -2308078.641621 + Penalty 3220.609932 = -2304858.031689
  nChanged 158
		SP:Iteration 33Q (3197.720000 sec): 3 clusters
  Score: Raw -2308180.719684 + Penalty 3220.609932 = -2304960.109752
  nChanged 158
		SP:Iteration 34Q (3197.760000 sec): 3 clusters
  Score: Raw -2308276.584623 + Penalty 3220.609932 = -2305055.974690
  nChanged 136
		SP:Iteration 35Q (3197.790000 sec): 3 clusters
  Score: Raw -2308365.764312 + Penalty 3220.609932 = -2305145.154379
  nChanged 105
		SP:Iteration 36Q (3197.830000 sec): 3 clusters
  Score: Raw -2308433.809648 + Penalty 3220.609932 = -2305213.199716
  nChanged 81
		SP:Iteration 37Q (3197.870000 sec): 3 clusters
  Score: Raw -2308486.878216 + Penalty 3220.609932 = -2305266.268284
  nChanged 62
		SP:Iteration 38Q (3197.900000 sec): 3 clusters
  Score: Raw -2308530.518050 + Penalty 3220.609932 = -2305309.908118
  nChanged 46
		SP:Iteration 39Q (3197.940000 sec): 3 clusters
  Score: Raw -2308562.796837 + Penalty 3220.609932 = -2305342.186904
  nChanged 31
		SP:Iteration 40F (3197.990000 sec): 3 clusters
  Score: Raw -2308579.803440 + Penalty 3220.609932 = -2305359.193508
  nChanged 18
		SP:Iteration 41Q (3198.030000 sec): 3 clusters
  Score: Raw -2308593.475728 + Penalty 3220.609932 = -2305372.865795
  nChanged 14
		SP:Iteration 42Q (3198.060000 sec): 3 clusters
  Score: Raw -2308605.155480 + Penalty 3220.609932 = -2305384.545547
  nChanged 13
		SP:Iteration 43Q (3198.100000 sec): 3 clusters
  Score: Raw -2308614.685982 + Penalty 3220.609932 = -2305394.076050
  nChanged 9
		SP:Iteration 44Q (3198.140000 sec): 3 clusters
  Score: Raw -2308622.099271 + Penalty 3220.609932 = -2305401.489338
  nChanged 8
		SP:Iteration 45Q (3198.170000 sec): 3 clusters
  Score: Raw -2308631.734205 + Penalty 3220.609932 = -2305411.124273
  nChanged 7
		SP:Iteration 46Q (3198.210000 sec): 3 clusters
  Score: Raw -2308636.318534 + Penalty 3220.609932 = -2305415.708601
  nChanged 1
		SP:Iteration 47Q (3198.240000 sec): 3 clusters
  Score: Raw -2308636.753785 + Penalty 3220.609932 = -2305416.143852
  nChanged 1
		SP:Iteration 48Q (3198.280000 sec): 3 clusters
  Score: Raw -2308637.533241 + Penalty 3220.609932 = -2305416.923308
  nChanged 2
		SP:Iteration 49Q (3198.320000 sec): 3 clusters
  Score: Raw -2308639.266952 + Penalty 3220.609932 = -2305418.657019
  nChanged 1
		SP:Iteration 50Q (3198.350000 sec): 3 clusters
  Score: Raw -2308640.503160 + Penalty 3220.609932 = -2305419.893228
  nChanged 3
		SP:Iteration 51Q (3198.380000 sec): 3 clusters
  Score: Raw -2308642.656452 + Penalty 3220.609932 = -2305422.046519
  nChanged 3
		SP:Iteration 52Q (3198.420000 sec): 3 clusters
  Score: Raw -2308644.640654 + Penalty 3220.609932 = -2305424.030722
  nChanged 5
		SP:Iteration 53Q (3198.460000 sec): 3 clusters
  Score: Raw -2308651.115817 + Penalty 3220.609932 = -2305430.505884
  nChanged 6
		SP:Iteration 54Q (3198.490000 sec): 3 clusters
  Score: Raw -2308656.043025 + Penalty 3220.609932 = -2305435.433092
  nChanged 1
		SP:Iteration 55Q (3198.530000 sec): 3 clusters
  Score: Raw -2308656.497709 + Penalty 3220.609932 = -2305435.887777
  nChanged 1
		SP:Iteration 56Q (3198.560000 sec): 3 clusters
  Score: Raw -2308656.896043 + Penalty 3220.609932 = -2305436.286111
  nChanged 0
		SP:Iteration 57F (3198.610000 sec): 3 clusters
  Score: Raw -2308656.896043 + Penalty 3220.609932 = -2305436.286111
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 62 (2436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3198.630000 sec): 2 clusters
  Score: Raw -255177.673919 + Penalty 1267.193302 = -253910.480617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3198.640000 sec): 3 clusters
  Score: Raw -254092.900468 + Penalty 2534.386604 = -251558.513864
  nChanged 890
		SP:Iteration 1F (3198.640000 sec): 3 clusters
  Score: Raw -254659.729217 + Penalty 2534.386604 = -252125.342612
  nChanged 206
		SP:Iteration 2F (3198.650000 sec): 3 clusters
  Score: Raw -254851.957981 + Penalty 2534.386604 = -252317.571377
  nChanged 161
		SP:Iteration 3F (3198.660000 sec): 3 clusters
  Score: Raw -255013.678345 + Penalty 2534.386604 = -252479.291741
  nChanged 152
		SP:Iteration 4F (3198.660000 sec): 3 clusters
  Score: Raw -255181.785297 + Penalty 2534.386604 = -252647.398692
  nChanged 127
		SP:Iteration 5F (3198.670000 sec): 3 clusters
  Score: Raw -255325.952424 + Penalty 2534.386604 = -252791.565819
  nChanged 109
		SP:Iteration 6Q (3198.670000 sec): 3 clusters
  Score: Raw -255423.331283 + Penalty 2534.386604 = -252888.944678
  nChanged 86
		SP:Iteration 7Q (3198.680000 sec): 3 clusters
  Score: Raw -255503.685997 + Penalty 2534.386604 = -252969.299392
  nChanged 71
		SP:Iteration 8Q (3198.680000 sec): 3 clusters
  Score: Raw -255567.459992 + Penalty 2534.386604 = -253033.073388
  nChanged 60
		SP:Iteration 9Q (3198.690000 sec): 3 clusters
  Score: Raw -255617.792498 + Penalty 2534.386604 = -253083.405894
  nChanged 57
		SP:Iteration 10Q (3198.700000 sec): 3 clusters
  Score: Raw -255659.681325 + Penalty 2534.386604 = -253125.294721
  nChanged 46
		SP:Iteration 11Q (3198.700000 sec): 3 clusters
  Score: Raw -255694.619969 + Penalty 2534.386604 = -253160.233365
  nChanged 35
		SP:Iteration 12Q (3198.710000 sec): 3 clusters
  Score: Raw -255717.250075 + Penalty 2534.386604 = -253182.863471
  nChanged 28
		SP:Iteration 13Q (3198.710000 sec): 3 clusters
  Score: Raw -255734.942066 + Penalty 2534.386604 = -253200.555461
  nChanged 27
		SP:Iteration 14Q (3198.720000 sec): 3 clusters
  Score: Raw -255752.451229 + Penalty 2534.386604 = -253218.064625
  nChanged 29
		SP:Iteration 15Q (3198.720000 sec): 3 clusters
  Score: Raw -255770.001922 + Penalty 2534.386604 = -253235.615317
  nChanged 22
		SP:Iteration 16Q (3198.730000 sec): 3 clusters
  Score: Raw -255784.707657 + Penalty 2534.386604 = -253250.321053
  nChanged 25
		SP:Iteration 17Q (3198.740000 sec): 3 clusters
  Score: Raw -255800.408609 + Penalty 2534.386604 = -253266.022004
  nChanged 22
		SP:Iteration 18Q (3198.740000 sec): 3 clusters
  Score: Raw -255811.568944 + Penalty 2534.386604 = -253277.182340
  nChanged 19
		SP:Iteration 19Q (3198.750000 sec): 3 clusters
  Score: Raw -255822.574533 + Penalty 2534.386604 = -253288.187929
  nChanged 21
		SP:Iteration 20F (3198.750000 sec): 3 clusters
  Score: Raw -255832.554793 + Penalty 2534.386604 = -253298.168188
  nChanged 19
		SP:Iteration 21Q (3198.760000 sec): 3 clusters
  Score: Raw -255842.786930 + Penalty 2534.386604 = -253308.400326
  nChanged 16
		SP:Iteration 22Q (3198.760000 sec): 3 clusters
  Score: Raw -255852.960343 + Penalty 2534.386604 = -253318.573738
  nChanged 18
		SP:Iteration 23Q (3198.770000 sec): 3 clusters
  Score: Raw -255861.921613 + Penalty 2534.386604 = -253327.535008
  nChanged 12
		SP:Iteration 24Q (3198.780000 sec): 3 clusters
  Score: Raw -255868.525995 + Penalty 2534.386604 = -253334.139390
  nChanged 9
		SP:Iteration 25Q (3198.780000 sec): 3 clusters
  Score: Raw -255872.554452 + Penalty 2534.386604 = -253338.167847
  nChanged 5
		SP:Iteration 26Q (3198.780000 sec): 3 clusters
  Score: Raw -255873.922625 + Penalty 2534.386604 = -253339.536020
  nChanged 2
		SP:Iteration 27Q (3198.790000 sec): 3 clusters
  Score: Raw -255874.382745 + Penalty 2534.386604 = -253339.996141
  nChanged 2
		SP:Iteration 28Q (3198.800000 sec): 3 clusters
  Score: Raw -255874.910693 + Penalty 2534.386604 = -253340.524089
  nChanged 0
		SP:Iteration 29F (3198.800000 sec): 3 clusters
  Score: Raw -255874.910693 + Penalty 2534.386604 = -253340.524089
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 63 (1887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3198.810000 sec): 2 clusters
  Score: Raw -195726.178364 + Penalty 1225.695826 = -194500.482538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3198.820000 sec): 3 clusters
  Score: Raw -194960.864457 + Penalty 2451.391652 = -192509.472805
  nChanged 683
		SP:Iteration 1F (3198.820000 sec): 3 clusters
  Score: Raw -195516.730366 + Penalty 2451.391652 = -193065.338714
  nChanged 172
		SP:Iteration 2F (3198.820000 sec): 3 clusters
  Score: Raw -195687.524984 + Penalty 2451.391652 = -193236.133332
  nChanged 118
		SP:Iteration 3F (3198.830000 sec): 3 clusters
  Score: Raw -195821.149535 + Penalty 2451.391652 = -193369.757883
  nChanged 90
		SP:Iteration 4Q (3198.840000 sec): 3 clusters
  Score: Raw -195918.563272 + Penalty 2451.391652 = -193467.171620
  nChanged 81
		SP:Iteration 5Q (3198.840000 sec): 3 clusters
  Score: Raw -195994.170041 + Penalty 2451.391652 = -193542.778389
  nChanged 58
		SP:Iteration 6Q (3198.840000 sec): 3 clusters
  Score: Raw -196030.861229 + Penalty 2451.391652 = -193579.469577
  nChanged 39
		SP:Iteration 7Q (3198.850000 sec): 3 clusters
  Score: Raw -196056.546650 + Penalty 2451.391652 = -193605.154998
  nChanged 33
		SP:Iteration 8Q (3198.850000 sec): 3 clusters
  Score: Raw -196086.231754 + Penalty 2451.391652 = -193634.840101
  nChanged 30
		SP:Iteration 9Q (3198.860000 sec): 3 clusters
  Score: Raw -196106.155240 + Penalty 2451.391652 = -193654.763588
  nChanged 23
		SP:Iteration 10Q (3198.860000 sec): 3 clusters
  Score: Raw -196118.788808 + Penalty 2451.391652 = -193667.397156
  nChanged 18
		SP:Iteration 11Q (3198.870000 sec): 3 clusters
  Score: Raw -196131.108814 + Penalty 2451.391652 = -193679.717162
  nChanged 10
		SP:Iteration 12Q (3198.870000 sec): 3 clusters
  Score: Raw -196135.310344 + Penalty 2451.391652 = -193683.918691
  nChanged 8
		SP:Iteration 13Q (3198.880000 sec): 3 clusters
  Score: Raw -196138.968082 + Penalty 2451.391652 = -193687.576430
  nChanged 8
		SP:Iteration 14Q (3198.880000 sec): 3 clusters
  Score: Raw -196142.227391 + Penalty 2451.391652 = -193690.835739
  nChanged 6
		SP:Iteration 15Q (3198.880000 sec): 3 clusters
  Score: Raw -196144.330216 + Penalty 2451.391652 = -193692.938564
  nChanged 6
		SP:Iteration 16Q (3198.890000 sec): 3 clusters
  Score: Raw -196146.846697 + Penalty 2451.391652 = -193695.455045
  nChanged 4
		SP:Iteration 17Q (3198.890000 sec): 3 clusters
  Score: Raw -196148.439557 + Penalty 2451.391652 = -193697.047904
  nChanged 8
		SP:Iteration 18Q (3198.900000 sec): 3 clusters
  Score: Raw -196151.406289 + Penalty 2451.391652 = -193700.014636
  nChanged 3
		SP:Iteration 19Q (3198.900000 sec): 3 clusters
  Score: Raw -196152.676695 + Penalty 2451.391652 = -193701.285043
  nChanged 4
		SP:Iteration 20F (3198.910000 sec): 3 clusters
  Score: Raw -196154.607586 + Penalty 2451.391652 = -193703.215934
  nChanged 5
		SP:Iteration 21Q (3198.910000 sec): 3 clusters
  Score: Raw -196158.137602 + Penalty 2451.391652 = -193706.745950
  nChanged 8
		SP:Iteration 22Q (3198.920000 sec): 3 clusters
  Score: Raw -196162.158180 + Penalty 2451.391652 = -193710.766528
  nChanged 7
		SP:Iteration 23Q (3198.920000 sec): 3 clusters
  Score: Raw -196166.417133 + Penalty 2451.391652 = -193715.025481
  nChanged 6
		SP:Iteration 24Q (3198.920000 sec): 3 clusters
  Score: Raw -196168.498807 + Penalty 2451.391652 = -193717.107155
  nChanged 4
		SP:Iteration 25Q (3198.930000 sec): 3 clusters
  Score: Raw -196171.247556 + Penalty 2451.391652 = -193719.855904
  nChanged 7
		SP:Iteration 26Q (3198.930000 sec): 3 clusters
  Score: Raw -196175.387265 + Penalty 2451.391652 = -193723.995613
  nChanged 10
		SP:Iteration 27Q (3198.940000 sec): 3 clusters
  Score: Raw -196181.210492 + Penalty 2451.391652 = -193729.818840
  nChanged 9
		SP:Iteration 28Q (3198.940000 sec): 3 clusters
  Score: Raw -196186.128489 + Penalty 2451.391652 = -193734.736837
  nChanged 15
		SP:Iteration 29Q (3198.950000 sec): 3 clusters
  Score: Raw -196197.286608 + Penalty 2451.391652 = -193745.894956
  nChanged 18
		SP:Iteration 30Q (3198.950000 sec): 3 clusters
  Score: Raw -196210.182630 + Penalty 2451.391652 = -193758.790978
  nChanged 14
		SP:Iteration 31Q (3198.960000 sec): 3 clusters
  Score: Raw -196218.749456 + Penalty 2451.391652 = -193767.357804
  nChanged 14
		SP:Iteration 32Q (3198.960000 sec): 3 clusters
  Score: Raw -196225.977754 + Penalty 2451.391652 = -193774.586102
  nChanged 8
		SP:Iteration 33Q (3198.960000 sec): 3 clusters
  Score: Raw -196231.113127 + Penalty 2451.391652 = -193779.721475
  nChanged 8
		SP:Iteration 34Q (3198.970000 sec): 3 clusters
  Score: Raw -196235.106418 + Penalty 2451.391652 = -193783.714765
  nChanged 4
		SP:Iteration 35Q (3198.970000 sec): 3 clusters
  Score: Raw -196237.959872 + Penalty 2451.391652 = -193786.568219
  nChanged 8
		SP:Iteration 36Q (3198.980000 sec): 3 clusters
  Score: Raw -196242.027304 + Penalty 2451.391652 = -193790.635652
  nChanged 6
		SP:Iteration 37Q (3198.980000 sec): 3 clusters
  Score: Raw -196246.774799 + Penalty 2451.391652 = -193795.383147
  nChanged 4
		SP:Iteration 38Q (3198.980000 sec): 3 clusters
  Score: Raw -196249.884165 + Penalty 2451.391652 = -193798.492513
  nChanged 7
		SP:Iteration 39Q (3198.990000 sec): 3 clusters
  Score: Raw -196254.649235 + Penalty 2451.391652 = -193803.257583
  nChanged 9
		SP:Iteration 40F (3199.000000 sec): 3 clusters
  Score: Raw -196258.444179 + Penalty 2451.391652 = -193807.052527
  nChanged 7
		SP:Iteration 41Q (3199.000000 sec): 3 clusters
  Score: Raw -196263.616908 + Penalty 2451.391652 = -193812.225256
  nChanged 10
		SP:Iteration 42Q (3199.000000 sec): 3 clusters
  Score: Raw -196273.285550 + Penalty 2451.391652 = -193821.893897
  nChanged 9
		SP:Iteration 43Q (3199.010000 sec): 3 clusters
  Score: Raw -196279.461926 + Penalty 2451.391652 = -193828.070274
  nChanged 7
		SP:Iteration 44Q (3199.010000 sec): 3 clusters
  Score: Raw -196284.941023 + Penalty 2451.391652 = -193833.549371
  nChanged 11
		SP:Iteration 45Q (3199.020000 sec): 3 clusters
  Score: Raw -196288.659811 + Penalty 2451.391652 = -193837.268158
  nChanged 6
		SP:Iteration 46Q (3199.020000 sec): 3 clusters
  Score: Raw -196292.474832 + Penalty 2451.391652 = -193841.083180
  nChanged 5
		SP:Iteration 47Q (3199.020000 sec): 3 clusters
  Score: Raw -196295.217432 + Penalty 2451.391652 = -193843.825779
  nChanged 2
		SP:Iteration 48Q (3199.030000 sec): 3 clusters
  Score: Raw -196295.981005 + Penalty 2451.391652 = -193844.589352
  nChanged 4
		SP:Iteration 49Q (3199.030000 sec): 3 clusters
  Score: Raw -196298.035726 + Penalty 2451.391652 = -193846.644074
  nChanged 2
		SP:Iteration 50Q (3199.040000 sec): 3 clusters
  Score: Raw -196299.787316 + Penalty 2451.391652 = -193848.395664
  nChanged 3
		SP:Iteration 51Q (3199.040000 sec): 3 clusters
  Score: Raw -196301.444405 + Penalty 2451.391652 = -193850.052753
  nChanged 1
		SP:Iteration 52Q (3199.050000 sec): 3 clusters
  Score: Raw -196301.633079 + Penalty 2451.391652 = -193850.241427
  nChanged 0
		SP:Iteration 53F (3199.050000 sec): 3 clusters
  Score: Raw -196301.633079 + Penalty 2451.391652 = -193850.241427
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 64 (15982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3199.100000 sec): 2 clusters
  Score: Raw -1750335.675862 + Penalty 1572.872985 = -1748762.802877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3199.150000 sec): 3 clusters
  Score: Raw -1740760.825936 + Penalty 3145.745970 = -1737615.079967
  nChanged 7218
		SP:Iteration 1F (3199.190000 sec): 3 clusters
  Score: Raw -1744857.720688 + Penalty 3145.745970 = -1741711.974718
  nChanged 1125
		SP:Iteration 2F (3199.230000 sec): 3 clusters
  Score: Raw -1745461.103754 + Penalty 3145.745970 = -1742315.357785
  nChanged 1014
		SP:Iteration 3F (3199.270000 sec): 3 clusters
  Score: Raw -1745992.299806 + Penalty 3145.745970 = -1742846.553836
  nChanged 900
		SP:Iteration 4F (3199.310000 sec): 3 clusters
  Score: Raw -1746464.011527 + Penalty 3145.745970 = -1743318.265557
  nChanged 809
		SP:Iteration 5F (3199.350000 sec): 3 clusters
  Score: Raw -1746924.295637 + Penalty 3145.745970 = -1743778.549668
  nChanged 772
		SP:Iteration 6Q (3199.390000 sec): 3 clusters
  Score: Raw -1747377.760265 + Penalty 3145.745970 = -1744232.014295
  nChanged 764
		SP:Iteration 7Q (3199.430000 sec): 3 clusters
  Score: Raw -1747805.113682 + Penalty 3145.745970 = -1744659.367713
  nChanged 636
		SP:Iteration 8Q (3199.470000 sec): 3 clusters
  Score: Raw -1748138.662309 + Penalty 3145.745970 = -1744992.916339
  nChanged 576
		SP:Iteration 9Q (3199.510000 sec): 3 clusters
  Score: Raw -1748432.250454 + Penalty 3145.745970 = -1745286.504484
  nChanged 486
		SP:Iteration 10Q (3199.550000 sec): 3 clusters
  Score: Raw -1748665.656211 + Penalty 3145.745970 = -1745519.910241
  nChanged 425
		SP:Iteration 11Q (3199.590000 sec): 3 clusters
  Score: Raw -1748854.925952 + Penalty 3145.745970 = -1745709.179983
  nChanged 385
		SP:Iteration 12Q (3199.630000 sec): 3 clusters
  Score: Raw -1749024.500020 + Penalty 3145.745970 = -1745878.754050
  nChanged 324
		SP:Iteration 13Q (3199.670000 sec): 3 clusters
  Score: Raw -1749167.589511 + Penalty 3145.745970 = -1746021.843542
  nChanged 296
		SP:Iteration 14Q (3199.710000 sec): 3 clusters
  Score: Raw -1749288.885382 + Penalty 3145.745970 = -1746143.139413
  nChanged 267
		SP:Iteration 15Q (3199.750000 sec): 3 clusters
  Score: Raw -1749397.958124 + Penalty 3145.745970 = -1746252.212154
  nChanged 262
		SP:Iteration 16Q (3199.780000 sec): 3 clusters
  Score: Raw -1749505.462406 + Penalty 3145.745970 = -1746359.716436
  nChanged 238
		SP:Iteration 17Q (3199.820000 sec): 3 clusters
  Score: Raw -1749595.683229 + Penalty 3145.745970 = -1746449.937259
  nChanged 220
		SP:Iteration 18Q (3199.860000 sec): 3 clusters
  Score: Raw -1749674.601474 + Penalty 3145.745970 = -1746528.855505
  nChanged 197
		SP:Iteration 19Q (3199.900000 sec): 3 clusters
  Score: Raw -1749744.085220 + Penalty 3145.745970 = -1746598.339250
  nChanged 174
		SP:Iteration 20F (3199.940000 sec): 3 clusters
  Score: Raw -1749808.566924 + Penalty 3145.745970 = -1746662.820955
  nChanged 171
		SP:Iteration 21Q (3199.970000 sec): 3 clusters
  Score: Raw -1749869.483731 + Penalty 3145.745970 = -1746723.737762
  nChanged 160
		SP:Iteration 22Q (3200.010000 sec): 3 clusters
  Score: Raw -1749926.299946 + Penalty 3145.745970 = -1746780.553976
  nChanged 137
		SP:Iteration 23Q (3200.040000 sec): 3 clusters
  Score: Raw -1749984.371602 + Penalty 3145.745970 = -1746838.625633
  nChanged 153
		SP:Iteration 24Q (3200.080000 sec): 3 clusters
  Score: Raw -1750044.155257 + Penalty 3145.745970 = -1746898.409288
  nChanged 143
		SP:Iteration 25Q (3200.110000 sec): 3 clusters
  Score: Raw -1750103.531213 + Penalty 3145.745970 = -1746957.785244
  nChanged 132
		SP:Iteration 26Q (3200.140000 sec): 3 clusters
  Score: Raw -1750154.160035 + Penalty 3145.745970 = -1747008.414065
  nChanged 117
		SP:Iteration 27Q (3200.180000 sec): 3 clusters
  Score: Raw -1750201.555105 + Penalty 3145.745970 = -1747055.809135
  nChanged 118
		SP:Iteration 28Q (3200.210000 sec): 3 clusters
  Score: Raw -1750250.131298 + Penalty 3145.745970 = -1747104.385328
  nChanged 105
		SP:Iteration 29Q (3200.240000 sec): 3 clusters
  Score: Raw -1750288.690717 + Penalty 3145.745970 = -1747142.944748
  nChanged 97
		SP:Iteration 30Q (3200.280000 sec): 3 clusters
  Score: Raw -1750325.136286 + Penalty 3145.745970 = -1747179.390317
  nChanged 96
		SP:Iteration 31Q (3200.310000 sec): 3 clusters
  Score: Raw -1750366.632668 + Penalty 3145.745970 = -1747220.886698
  nChanged 90
		SP:Iteration 32Q (3200.340000 sec): 3 clusters
  Score: Raw -1750409.301602 + Penalty 3145.745970 = -1747263.555632
  nChanged 85
		SP:Iteration 33Q (3200.380000 sec): 3 clusters
  Score: Raw -1750443.725517 + Penalty 3145.745970 = -1747297.979548
  nChanged 73
		SP:Iteration 34Q (3200.410000 sec): 3 clusters
  Score: Raw -1750472.755076 + Penalty 3145.745970 = -1747327.009107
  nChanged 59
		SP:Iteration 35Q (3200.440000 sec): 3 clusters
  Score: Raw -1750501.075862 + Penalty 3145.745970 = -1747355.329892
  nChanged 69
		SP:Iteration 36Q (3200.470000 sec): 3 clusters
  Score: Raw -1750533.546571 + Penalty 3145.745970 = -1747387.800602
  nChanged 60
		SP:Iteration 37Q (3200.500000 sec): 3 clusters
  Score: Raw -1750558.908648 + Penalty 3145.745970 = -1747413.162678
  nChanged 55
		SP:Iteration 38Q (3200.540000 sec): 3 clusters
  Score: Raw -1750578.383432 + Penalty 3145.745970 = -1747432.637462
  nChanged 41
		SP:Iteration 39Q (3200.560000 sec): 3 clusters
  Score: Raw -1750597.052917 + Penalty 3145.745970 = -1747451.306948
  nChanged 43
		SP:Iteration 40F (3200.600000 sec): 3 clusters
  Score: Raw -1750618.368761 + Penalty 3145.745970 = -1747472.622791
  nChanged 49
		SP:Iteration 41Q (3200.640000 sec): 3 clusters
  Score: Raw -1750639.009221 + Penalty 3145.745970 = -1747493.263252
  nChanged 33
		SP:Iteration 42Q (3200.670000 sec): 3 clusters
  Score: Raw -1750652.750416 + Penalty 3145.745970 = -1747507.004446
  nChanged 25
		SP:Iteration 43Q (3200.700000 sec): 3 clusters
  Score: Raw -1750661.417946 + Penalty 3145.745970 = -1747515.671976
  nChanged 25
		SP:Iteration 44Q (3200.730000 sec): 3 clusters
  Score: Raw -1750672.833533 + Penalty 3145.745970 = -1747527.087564
  nChanged 21
		SP:Iteration 45Q (3200.760000 sec): 3 clusters
  Score: Raw -1750682.195675 + Penalty 3145.745970 = -1747536.449705
  nChanged 24
		SP:Iteration 46Q (3200.790000 sec): 3 clusters
  Score: Raw -1750693.653121 + Penalty 3145.745970 = -1747547.907152
  nChanged 21
		SP:Iteration 47Q (3200.820000 sec): 3 clusters
  Score: Raw -1750703.970134 + Penalty 3145.745970 = -1747558.224164
  nChanged 24
		SP:Iteration 48Q (3200.850000 sec): 3 clusters
  Score: Raw -1750714.087883 + Penalty 3145.745970 = -1747568.341914
  nChanged 17
		SP:Iteration 49Q (3200.880000 sec): 3 clusters
  Score: Raw -1750720.382323 + Penalty 3145.745970 = -1747574.636353
  nChanged 19
		SP:Iteration 50Q (3200.910000 sec): 3 clusters
  Score: Raw -1750730.762796 + Penalty 3145.745970 = -1747585.016826
  nChanged 13
		SP:Iteration 51Q (3200.940000 sec): 3 clusters
  Score: Raw -1750738.304580 + Penalty 3145.745970 = -1747592.558610
  nChanged 13
		SP:Iteration 52Q (3200.970000 sec): 3 clusters
  Score: Raw -1750745.230068 + Penalty 3145.745970 = -1747599.484098
  nChanged 12
		SP:Iteration 53Q (3201.000000 sec): 3 clusters
  Score: Raw -1750749.112814 + Penalty 3145.745970 = -1747603.366845
  nChanged 8
		SP:Iteration 54Q (3201.030000 sec): 3 clusters
  Score: Raw -1750753.870482 + Penalty 3145.745970 = -1747608.124513
  nChanged 14
		SP:Iteration 55Q (3201.060000 sec): 3 clusters
  Score: Raw -1750760.559301 + Penalty 3145.745970 = -1747614.813331
  nChanged 10
		SP:Iteration 56Q (3201.090000 sec): 3 clusters
  Score: Raw -1750765.132718 + Penalty 3145.745970 = -1747619.386749
  nChanged 19
		SP:Iteration 57Q (3201.120000 sec): 3 clusters
  Score: Raw -1750776.622323 + Penalty 3145.745970 = -1747630.876353
  nChanged 16
		SP:Iteration 58Q (3201.150000 sec): 3 clusters
  Score: Raw -1750786.666266 + Penalty 3145.745970 = -1747640.920296
  nChanged 12
		SP:Iteration 59Q (3201.180000 sec): 3 clusters
  Score: Raw -1750795.663057 + Penalty 3145.745970 = -1747649.917088
  nChanged 14
		SP:Iteration 60F (3201.220000 sec): 3 clusters
  Score: Raw -1750804.515580 + Penalty 3145.745970 = -1747658.769610
  nChanged 11
		SP:Iteration 61Q (3201.250000 sec): 3 clusters
  Score: Raw -1750809.188466 + Penalty 3145.745970 = -1747663.442496
  nChanged 8
		SP:Iteration 62Q (3201.280000 sec): 3 clusters
  Score: Raw -1750814.374331 + Penalty 3145.745970 = -1747668.628362
  nChanged 14
		SP:Iteration 63Q (3201.310000 sec): 3 clusters
  Score: Raw -1750829.278854 + Penalty 3145.745970 = -1747683.532884
  nChanged 20
		SP:Iteration 64Q (3201.340000 sec): 3 clusters
  Score: Raw -1750851.680894 + Penalty 3145.745970 = -1747705.934925
  nChanged 17
		SP:Iteration 65Q (3201.370000 sec): 3 clusters
  Score: Raw -1750868.343317 + Penalty 3145.745970 = -1747722.597348
  nChanged 15
		SP:Iteration 66Q (3201.400000 sec): 3 clusters
  Score: Raw -1750884.630517 + Penalty 3145.745970 = -1747738.884548
  nChanged 17
		SP:Iteration 67Q (3201.430000 sec): 3 clusters
  Score: Raw -1750894.909393 + Penalty 3145.745970 = -1747749.163423
  nChanged 13
		SP:Iteration 68Q (3201.460000 sec): 3 clusters
  Score: Raw -1750908.104555 + Penalty 3145.745970 = -1747762.358585
  nChanged 18
		SP:Iteration 69Q (3201.480000 sec): 3 clusters
  Score: Raw -1750920.068434 + Penalty 3145.745970 = -1747774.322464
  nChanged 13
		SP:Iteration 70Q (3201.520000 sec): 3 clusters
  Score: Raw -1750928.263868 + Penalty 3145.745970 = -1747782.517898
  nChanged 8
		SP:Iteration 71Q (3201.540000 sec): 3 clusters
  Score: Raw -1750931.346046 + Penalty 3145.745970 = -1747785.600076
  nChanged 2
		SP:Iteration 72Q (3201.570000 sec): 3 clusters
  Score: Raw -1750932.313005 + Penalty 3145.745970 = -1747786.567035
  nChanged 1
		SP:Iteration 73Q (3201.600000 sec): 3 clusters
  Score: Raw -1750932.471566 + Penalty 3145.745970 = -1747786.725596
  nChanged 0
		SP:Iteration 74F (3201.640000 sec): 3 clusters
  Score: Raw -1750932.471566 + Penalty 3145.745970 = -1747786.725596
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 65 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3201.660000 sec): 2 clusters
  Score: Raw -171389.324721 + Penalty 1194.563212 = -170194.761509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3201.660000 sec): 3 clusters
  Score: Raw -170814.423452 + Penalty 2389.126424 = -168425.297028
  nChanged 498
		SP:Iteration 1F (3201.670000 sec): 3 clusters
  Score: Raw -171175.050313 + Penalty 2389.126424 = -168785.923890
  nChanged 124
		SP:Iteration 2F (3201.670000 sec): 3 clusters
  Score: Raw -171273.417468 + Penalty 2389.126424 = -168884.291045
  nChanged 70
		SP:Iteration 3Q (3201.670000 sec): 3 clusters
  Score: Raw -171322.768634 + Penalty 2389.126424 = -168933.642210
  nChanged 39
		SP:Iteration 4Q (3201.680000 sec): 3 clusters
  Score: Raw -171349.988149 + Penalty 2389.126424 = -168960.861726
  nChanged 27
		SP:Iteration 5Q (3201.680000 sec): 3 clusters
  Score: Raw -171365.165416 + Penalty 2389.126424 = -168976.038992
  nChanged 21
		SP:Iteration 6Q (3201.680000 sec): 3 clusters
  Score: Raw -171379.814914 + Penalty 2389.126424 = -168990.688490
  nChanged 20
		SP:Iteration 7Q (3201.690000 sec): 3 clusters
  Score: Raw -171392.579290 + Penalty 2389.126424 = -169003.452866
  nChanged 19
		SP:Iteration 8Q (3201.690000 sec): 3 clusters
  Score: Raw -171408.103077 + Penalty 2389.126424 = -169018.976653
  nChanged 20
		SP:Iteration 9Q (3201.700000 sec): 3 clusters
  Score: Raw -171425.508310 + Penalty 2389.126424 = -169036.381886
  nChanged 18
		SP:Iteration 10Q (3201.700000 sec): 3 clusters
  Score: Raw -171438.085514 + Penalty 2389.126424 = -169048.959091
  nChanged 22
		SP:Iteration 11Q (3201.700000 sec): 3 clusters
  Score: Raw -171452.022509 + Penalty 2389.126424 = -169062.896085
  nChanged 20
		SP:Iteration 12Q (3201.710000 sec): 3 clusters
  Score: Raw -171464.954702 + Penalty 2389.126424 = -169075.828279
  nChanged 23
		SP:Iteration 13Q (3201.710000 sec): 3 clusters
  Score: Raw -171481.179566 + Penalty 2389.126424 = -169092.053142
  nChanged 22
		SP:Iteration 14Q (3201.720000 sec): 3 clusters
  Score: Raw -171500.543453 + Penalty 2389.126424 = -169111.417030
  nChanged 25
		SP:Iteration 15Q (3201.720000 sec): 3 clusters
  Score: Raw -171518.812489 + Penalty 2389.126424 = -169129.686066
  nChanged 15
		SP:Iteration 16Q (3201.720000 sec): 3 clusters
  Score: Raw -171530.464780 + Penalty 2389.126424 = -169141.338357
  nChanged 17
		SP:Iteration 17Q (3201.730000 sec): 3 clusters
  Score: Raw -171543.933064 + Penalty 2389.126424 = -169154.806641
  nChanged 16
		SP:Iteration 18Q (3201.730000 sec): 3 clusters
  Score: Raw -171559.301501 + Penalty 2389.126424 = -169170.175077
  nChanged 14
		SP:Iteration 19Q (3201.740000 sec): 3 clusters
  Score: Raw -171568.271638 + Penalty 2389.126424 = -169179.145214
  nChanged 11
		SP:Iteration 20F (3201.740000 sec): 3 clusters
  Score: Raw -171577.968621 + Penalty 2389.126424 = -169188.842198
  nChanged 11
		SP:Iteration 21Q (3201.740000 sec): 3 clusters
  Score: Raw -171593.771558 + Penalty 2389.126424 = -169204.645134
  nChanged 12
		SP:Iteration 22Q (3201.740000 sec): 3 clusters
  Score: Raw -171609.653456 + Penalty 2389.126424 = -169220.527033
  nChanged 23
		SP:Iteration 23Q (3201.750000 sec): 3 clusters
  Score: Raw -171635.807164 + Penalty 2389.126424 = -169246.680740
  nChanged 26
		SP:Iteration 24Q (3201.750000 sec): 3 clusters
  Score: Raw -171662.569798 + Penalty 2389.126424 = -169273.443374
  nChanged 28
		SP:Iteration 25Q (3201.760000 sec): 3 clusters
  Score: Raw -171689.300294 + Penalty 2389.126424 = -169300.173871
  nChanged 25
		SP:Iteration 26Q (3201.760000 sec): 3 clusters
  Score: Raw -171714.239865 + Penalty 2389.126424 = -169325.113441
  nChanged 19
		SP:Iteration 27Q (3201.760000 sec): 3 clusters
  Score: Raw -171734.405129 + Penalty 2389.126424 = -169345.278705
  nChanged 23
		SP:Iteration 28Q (3201.770000 sec): 3 clusters
  Score: Raw -171751.673901 + Penalty 2389.126424 = -169362.547477
  nChanged 12
		SP:Iteration 29Q (3201.770000 sec): 3 clusters
  Score: Raw -171759.000787 + Penalty 2389.126424 = -169369.874364
  nChanged 12
		SP:Iteration 30Q (3201.780000 sec): 3 clusters
  Score: Raw -171764.775839 + Penalty 2389.126424 = -169375.649415
  nChanged 10
		SP:Iteration 31Q (3201.780000 sec): 3 clusters
  Score: Raw -171771.009053 + Penalty 2389.126424 = -169381.882630
  nChanged 11
		SP:Iteration 32Q (3201.780000 sec): 3 clusters
  Score: Raw -171782.783639 + Penalty 2389.126424 = -169393.657215
  nChanged 14
		SP:Iteration 33Q (3201.790000 sec): 3 clusters
  Score: Raw -171792.671162 + Penalty 2389.126424 = -169403.544738
  nChanged 15
		SP:Iteration 34Q (3201.790000 sec): 3 clusters
  Score: Raw -171802.714111 + Penalty 2389.126424 = -169413.587687
  nChanged 15
		SP:Iteration 35Q (3201.790000 sec): 3 clusters
  Score: Raw -171815.299196 + Penalty 2389.126424 = -169426.172773
  nChanged 31
		SP:Iteration 36Q (3201.800000 sec): 3 clusters
  Score: Raw -171855.568213 + Penalty 2389.126424 = -169466.441789
  nChanged 34
		SP:Iteration 37Q (3201.800000 sec): 3 clusters
  Score: Raw -171899.732335 + Penalty 2389.126424 = -169510.605911
  nChanged 34
		SP:Iteration 38Q (3201.800000 sec): 3 clusters
  Score: Raw -171934.725095 + Penalty 2389.126424 = -169545.598672
  nChanged 26
		SP:Iteration 39Q (3201.810000 sec): 3 clusters
  Score: Raw -171966.645399 + Penalty 2389.126424 = -169577.518976
  nChanged 17
		SP:Iteration 40F (3201.810000 sec): 3 clusters
  Score: Raw -171979.306716 + Penalty 2389.126424 = -169590.180293
  nChanged 11
		SP:Iteration 41Q (3201.820000 sec): 3 clusters
  Score: Raw -171985.689010 + Penalty 2389.126424 = -169596.562586
  nChanged 7
		SP:Iteration 42Q (3201.820000 sec): 3 clusters
  Score: Raw -171991.689426 + Penalty 2389.126424 = -169602.563002
  nChanged 6
		SP:Iteration 43Q (3201.820000 sec): 3 clusters
  Score: Raw -171998.541632 + Penalty 2389.126424 = -169609.415209
  nChanged 8
		SP:Iteration 44Q (3201.820000 sec): 3 clusters
  Score: Raw -172006.536412 + Penalty 2389.126424 = -169617.409988
  nChanged 6
		SP:Iteration 45Q (3201.830000 sec): 3 clusters
  Score: Raw -172013.042600 + Penalty 2389.126424 = -169623.916176
  nChanged 7
		SP:Iteration 46Q (3201.830000 sec): 3 clusters
  Score: Raw -172019.895113 + Penalty 2389.126424 = -169630.768689
  nChanged 2
		SP:Iteration 47Q (3201.840000 sec): 3 clusters
  Score: Raw -172021.671417 + Penalty 2389.126424 = -169632.544993
  nChanged 2
		SP:Iteration 48Q (3201.840000 sec): 3 clusters
  Score: Raw -172023.075662 + Penalty 2389.126424 = -169633.949238
  nChanged 2
		SP:Iteration 49Q (3201.840000 sec): 3 clusters
  Score: Raw -172024.900176 + Penalty 2389.126424 = -169635.773752
  nChanged 2
		SP:Iteration 50Q (3201.850000 sec): 3 clusters
  Score: Raw -172025.838750 + Penalty 2389.126424 = -169636.712327
  nChanged 0
		SP:Iteration 51F (3201.850000 sec): 3 clusters
  Score: Raw -172025.838750 + Penalty 2389.126424 = -169636.712327
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 66 (27877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3201.940000 sec): 2 clusters
  Score: Raw -3223249.430224 + Penalty 1663.278054 = -3221586.152170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3202.010000 sec): 3 clusters
  Score: Raw -3206139.806891 + Penalty 3326.556108 = -3202813.250783
  nChanged 12907
		SP:Iteration 1F (3202.080000 sec): 3 clusters
  Score: Raw -3213414.771794 + Penalty 3326.556108 = -3210088.215686
  nChanged 1545
		SP:Iteration 2F (3202.150000 sec): 3 clusters
  Score: Raw -3214119.686716 + Penalty 3326.556108 = -3210793.130608
  nChanged 1555
		SP:Iteration 3F (3202.230000 sec): 3 clusters
  Score: Raw -3214828.539558 + Penalty 3326.556108 = -3211501.983450
  nChanged 1504
		SP:Iteration 4F (3202.300000 sec): 3 clusters
  Score: Raw -3215550.942949 + Penalty 3326.556108 = -3212224.386841
  nChanged 1426
		SP:Iteration 5F (3202.370000 sec): 3 clusters
  Score: Raw -3216255.713931 + Penalty 3326.556108 = -3212929.157823
  nChanged 1440
		SP:Iteration 6F (3202.440000 sec): 3 clusters
  Score: Raw -3217059.488813 + Penalty 3326.556108 = -3213732.932705
  nChanged 1449
		SP:Iteration 7F (3202.510000 sec): 3 clusters
  Score: Raw -3217837.881659 + Penalty 3326.556108 = -3214511.325551
  nChanged 1371
		SP:Iteration 8Q (3202.590000 sec): 3 clusters
  Score: Raw -3218639.986318 + Penalty 3326.556108 = -3215313.430210
  nChanged 1417
		SP:Iteration 9F (3202.660000 sec): 3 clusters
  Score: Raw -3219595.103244 + Penalty 3326.556108 = -3216268.547137
  nChanged 1426
		SP:Iteration 10F (3202.730000 sec): 3 clusters
  Score: Raw -3220658.571569 + Penalty 3326.556108 = -3217332.015461
  nChanged 1349
		SP:Iteration 11Q (3202.800000 sec): 3 clusters
  Score: Raw -3221573.215861 + Penalty 3326.556108 = -3218246.659753
  nChanged 1077
		SP:Iteration 12Q (3202.870000 sec): 3 clusters
  Score: Raw -3222157.671904 + Penalty 3326.556108 = -3218831.115796
  nChanged 732
		SP:Iteration 13Q (3202.940000 sec): 3 clusters
  Score: Raw -3222487.343285 + Penalty 3326.556108 = -3219160.787177
  nChanged 535
		SP:Iteration 14Q (3203.010000 sec): 3 clusters
  Score: Raw -3222712.426663 + Penalty 3326.556108 = -3219385.870555
  nChanged 438
		SP:Iteration 15Q (3203.080000 sec): 3 clusters
  Score: Raw -3222893.664196 + Penalty 3326.556108 = -3219567.108088
  nChanged 409
		SP:Iteration 16Q (3203.140000 sec): 3 clusters
  Score: Raw -3223049.199776 + Penalty 3326.556108 = -3219722.643668
  nChanged 369
		SP:Iteration 17Q (3203.210000 sec): 3 clusters
  Score: Raw -3223178.410449 + Penalty 3326.556108 = -3219851.854341
  nChanged 308
		SP:Iteration 18Q (3203.280000 sec): 3 clusters
  Score: Raw -3223282.389011 + Penalty 3326.556108 = -3219955.832903
  nChanged 269
		SP:Iteration 19Q (3203.340000 sec): 3 clusters
  Score: Raw -3223363.360414 + Penalty 3326.556108 = -3220036.804306
  nChanged 241
		SP:Iteration 20F (3203.420000 sec): 3 clusters
  Score: Raw -3223427.636304 + Penalty 3326.556108 = -3220101.080196
  nChanged 205
		SP:Iteration 21Q (3203.480000 sec): 3 clusters
  Score: Raw -3223475.735127 + Penalty 3326.556108 = -3220149.179019
  nChanged 177
		SP:Iteration 22Q (3203.550000 sec): 3 clusters
  Score: Raw -3223516.461318 + Penalty 3326.556108 = -3220189.905210
  nChanged 153
		SP:Iteration 23Q (3203.610000 sec): 3 clusters
  Score: Raw -3223544.016258 + Penalty 3326.556108 = -3220217.460150
  nChanged 97
		SP:Iteration 24Q (3203.680000 sec): 3 clusters
  Score: Raw -3223558.518323 + Penalty 3326.556108 = -3220231.962215
  nChanged 89
		SP:Iteration 25Q (3203.740000 sec): 3 clusters
  Score: Raw -3223569.795062 + Penalty 3326.556108 = -3220243.238954
  nChanged 81
		SP:Iteration 26Q (3203.810000 sec): 3 clusters
  Score: Raw -3223580.209502 + Penalty 3326.556108 = -3220253.653395
  nChanged 62
		SP:Iteration 27Q (3203.880000 sec): 3 clusters
  Score: Raw -3223587.183785 + Penalty 3326.556108 = -3220260.627677
  nChanged 53
		SP:Iteration 28Q (3203.940000 sec): 3 clusters
  Score: Raw -3223591.507672 + Penalty 3326.556108 = -3220264.951565
  nChanged 48
		SP:Iteration 29Q (3204.000000 sec): 3 clusters
  Score: Raw -3223595.264045 + Penalty 3326.556108 = -3220268.707937
  nChanged 40
		SP:Iteration 30Q (3204.070000 sec): 3 clusters
  Score: Raw -3223598.369168 + Penalty 3326.556108 = -3220271.813060
  nChanged 31
		SP:Iteration 31Q (3204.130000 sec): 3 clusters
  Score: Raw -3223600.719727 + Penalty 3326.556108 = -3220274.163619
  nChanged 37
		SP:Iteration 32Q (3204.200000 sec): 3 clusters
  Score: Raw -3223603.658741 + Penalty 3326.556108 = -3220277.102633
  nChanged 35
		SP:Iteration 33Q (3204.260000 sec): 3 clusters
  Score: Raw -3223606.659911 + Penalty 3326.556108 = -3220280.103803
  nChanged 36
		SP:Iteration 34Q (3204.320000 sec): 3 clusters
  Score: Raw -3223609.493591 + Penalty 3326.556108 = -3220282.937483
  nChanged 33
		SP:Iteration 35Q (3204.390000 sec): 3 clusters
  Score: Raw -3223611.571566 + Penalty 3326.556108 = -3220285.015458
  nChanged 29
		SP:Iteration 36Q (3204.450000 sec): 3 clusters
  Score: Raw -3223613.614386 + Penalty 3326.556108 = -3220287.058278
  nChanged 24
		SP:Iteration 37Q (3204.520000 sec): 3 clusters
  Score: Raw -3223615.174358 + Penalty 3326.556108 = -3220288.618250
  nChanged 22
		SP:Iteration 38Q (3204.580000 sec): 3 clusters
  Score: Raw -3223616.538443 + Penalty 3326.556108 = -3220289.982335
  nChanged 21
		SP:Iteration 39Q (3204.640000 sec): 3 clusters
  Score: Raw -3223617.882222 + Penalty 3326.556108 = -3220291.326114
  nChanged 17
		SP:Iteration 40F (3204.720000 sec): 3 clusters
  Score: Raw -3223618.651495 + Penalty 3326.556108 = -3220292.095387
  nChanged 13
		SP:Iteration 41Q (3204.780000 sec): 3 clusters
  Score: Raw -3223619.365942 + Penalty 3326.556108 = -3220292.809834
  nChanged 14
		SP:Iteration 42Q (3204.850000 sec): 3 clusters
  Score: Raw -3223619.923997 + Penalty 3326.556108 = -3220293.367889
  nChanged 9
		SP:Iteration 43Q (3204.910000 sec): 3 clusters
  Score: Raw -3223620.567075 + Penalty 3326.556108 = -3220294.010967
  nChanged 15
		SP:Iteration 44Q (3204.980000 sec): 3 clusters
  Score: Raw -3223621.394769 + Penalty 3326.556108 = -3220294.838661
  nChanged 15
		SP:Iteration 45Q (3205.040000 sec): 3 clusters
  Score: Raw -3223622.161653 + Penalty 3326.556108 = -3220295.605545
  nChanged 14
		SP:Iteration 46Q (3205.100000 sec): 3 clusters
  Score: Raw -3223622.949561 + Penalty 3326.556108 = -3220296.393453
  nChanged 12
		SP:Iteration 47Q (3205.170000 sec): 3 clusters
  Score: Raw -3223623.539405 + Penalty 3326.556108 = -3220296.983297
  nChanged 13
		SP:Iteration 48Q (3205.240000 sec): 3 clusters
  Score: Raw -3223624.029179 + Penalty 3326.556108 = -3220297.473071
  nChanged 10
		SP:Iteration 49Q (3205.300000 sec): 3 clusters
  Score: Raw -3223624.582641 + Penalty 3326.556108 = -3220298.026533
  nChanged 12
		SP:Iteration 50Q (3205.360000 sec): 3 clusters
  Score: Raw -3223625.150470 + Penalty 3326.556108 = -3220298.594362
  nChanged 10
		SP:Iteration 51Q (3205.430000 sec): 3 clusters
  Score: Raw -3223625.778645 + Penalty 3326.556108 = -3220299.222537
  nChanged 13
		SP:Iteration 52Q (3205.490000 sec): 3 clusters
  Score: Raw -3223626.468461 + Penalty 3326.556108 = -3220299.912353
  nChanged 8
		SP:Iteration 53Q (3205.560000 sec): 3 clusters
  Score: Raw -3223627.113943 + Penalty 3326.556108 = -3220300.557835
  nChanged 15
		SP:Iteration 54Q (3205.620000 sec): 3 clusters
  Score: Raw -3223628.147396 + Penalty 3326.556108 = -3220301.591289
  nChanged 16
		SP:Iteration 55Q (3205.690000 sec): 3 clusters
  Score: Raw -3223628.956142 + Penalty 3326.556108 = -3220302.400034
  nChanged 10
		SP:Iteration 56Q (3205.750000 sec): 3 clusters
  Score: Raw -3223629.635959 + Penalty 3326.556108 = -3220303.079851
  nChanged 6
		SP:Iteration 57Q (3205.820000 sec): 3 clusters
  Score: Raw -3223629.926599 + Penalty 3326.556108 = -3220303.370491
  nChanged 3
		SP:Iteration 58Q (3205.880000 sec): 3 clusters
  Score: Raw -3223630.162172 + Penalty 3326.556108 = -3220303.606064
  nChanged 5
		SP:Iteration 59Q (3205.940000 sec): 3 clusters
  Score: Raw -3223630.425434 + Penalty 3326.556108 = -3220303.869326
  nChanged 5
		SP:Iteration 60F (3206.020000 sec): 3 clusters
  Score: Raw -3223630.593834 + Penalty 3326.556108 = -3220304.037726
  nChanged 4
		SP:Iteration 61Q (3206.080000 sec): 3 clusters
  Score: Raw -3223630.747640 + Penalty 3326.556108 = -3220304.191532
  nChanged 5
		SP:Iteration 62Q (3206.150000 sec): 3 clusters
  Score: Raw -3223631.002666 + Penalty 3326.556108 = -3220304.446559
  nChanged 6
		SP:Iteration 63Q (3206.210000 sec): 3 clusters
  Score: Raw -3223631.227293 + Penalty 3326.556108 = -3220304.671185
  nChanged 2
		SP:Iteration 64Q (3206.280000 sec): 3 clusters
  Score: Raw -3223631.332352 + Penalty 3326.556108 = -3220304.776244
  nChanged 4
		SP:Iteration 65Q (3206.340000 sec): 3 clusters
  Score: Raw -3223631.509826 + Penalty 3326.556108 = -3220304.953718
  nChanged 4
		SP:Iteration 66Q (3206.400000 sec): 3 clusters
  Score: Raw -3223631.706530 + Penalty 3326.556108 = -3220305.150422
  nChanged 6
		SP:Iteration 67Q (3206.470000 sec): 3 clusters
  Score: Raw -3223632.093545 + Penalty 3326.556108 = -3220305.537437
  nChanged 8
		SP:Iteration 68Q (3206.530000 sec): 3 clusters
  Score: Raw -3223632.477758 + Penalty 3326.556108 = -3220305.921650
  nChanged 6
		SP:Iteration 69Q (3206.600000 sec): 3 clusters
  Score: Raw -3223632.739624 + Penalty 3326.556108 = -3220306.183516
  nChanged 6
		SP:Iteration 70Q (3206.660000 sec): 3 clusters
  Score: Raw -3223632.940527 + Penalty 3326.556108 = -3220306.384419
  nChanged 5
		SP:Iteration 71Q (3206.730000 sec): 3 clusters
  Score: Raw -3223633.120448 + Penalty 3326.556108 = -3220306.564340
  nChanged 4
		SP:Iteration 72Q (3206.790000 sec): 3 clusters
  Score: Raw -3223633.247325 + Penalty 3326.556108 = -3220306.691217
  nChanged 1
		SP:Iteration 73Q (3206.860000 sec): 3 clusters
  Score: Raw -3223633.269106 + Penalty 3326.556108 = -3220306.712998
  nChanged 0
		SP:Iteration 74F (3206.930000 sec): 3 clusters
  Score: Raw -3223633.269106 + Penalty 3326.556108 = -3220306.712998
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 67 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3206.950000 sec): 2 clusters
  Score: Raw -153527.813915 + Penalty 1191.509996 = -152336.303919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3206.950000 sec): 3 clusters
  Score: Raw -152967.142846 + Penalty 2383.019992 = -150584.122854
  nChanged 495
		SP:Iteration 1F (3206.960000 sec): 3 clusters
  Score: Raw -153408.642189 + Penalty 2383.019992 = -151025.622197
  nChanged 151
		SP:Iteration 2F (3206.960000 sec): 3 clusters
  Score: Raw -153656.880577 + Penalty 2383.019992 = -151273.860585
  nChanged 114
		SP:Iteration 3F (3206.960000 sec): 3 clusters
  Score: Raw -153860.784286 + Penalty 2383.019992 = -151477.764294
  nChanged 112
		SP:Iteration 4F (3206.970000 sec): 3 clusters
  Score: Raw -154030.371979 + Penalty 2383.019992 = -151647.351988
  nChanged 84
		SP:Iteration 5F (3206.970000 sec): 3 clusters
  Score: Raw -154148.544145 + Penalty 2383.019992 = -151765.524153
  nChanged 62
		SP:Iteration 6Q (3206.970000 sec): 3 clusters
  Score: Raw -154247.312831 + Penalty 2383.019992 = -151864.292839
  nChanged 44
		SP:Iteration 7Q (3206.980000 sec): 3 clusters
  Score: Raw -154305.213999 + Penalty 2383.019992 = -151922.194007
  nChanged 27
		SP:Iteration 8Q (3206.980000 sec): 3 clusters
  Score: Raw -154340.752450 + Penalty 2383.019992 = -151957.732458
  nChanged 21
		SP:Iteration 9Q (3206.980000 sec): 3 clusters
  Score: Raw -154366.588268 + Penalty 2383.019992 = -151983.568276
  nChanged 22
		SP:Iteration 10Q (3206.990000 sec): 3 clusters
  Score: Raw -154388.784839 + Penalty 2383.019992 = -152005.764848
  nChanged 18
		SP:Iteration 11Q (3206.990000 sec): 3 clusters
  Score: Raw -154408.103873 + Penalty 2383.019992 = -152025.083881
  nChanged 17
		SP:Iteration 12Q (3206.990000 sec): 3 clusters
  Score: Raw -154422.516059 + Penalty 2383.019992 = -152039.496067
  nChanged 15
		SP:Iteration 13Q (3207.000000 sec): 3 clusters
  Score: Raw -154433.786800 + Penalty 2383.019992 = -152050.766808
  nChanged 9
		SP:Iteration 14Q (3207.000000 sec): 3 clusters
  Score: Raw -154439.244825 + Penalty 2383.019992 = -152056.224833
  nChanged 3
		SP:Iteration 15Q (3207.000000 sec): 3 clusters
  Score: Raw -154440.829646 + Penalty 2383.019992 = -152057.809654
  nChanged 5
		SP:Iteration 16Q (3207.010000 sec): 3 clusters
  Score: Raw -154444.293299 + Penalty 2383.019992 = -152061.273307
  nChanged 4
		SP:Iteration 17Q (3207.010000 sec): 3 clusters
  Score: Raw -154447.578278 + Penalty 2383.019992 = -152064.558286
  nChanged 5
		SP:Iteration 18Q (3207.010000 sec): 3 clusters
  Score: Raw -154450.157427 + Penalty 2383.019992 = -152067.137435
  nChanged 3
		SP:Iteration 19Q (3207.020000 sec): 3 clusters
  Score: Raw -154452.173190 + Penalty 2383.019992 = -152069.153198
  nChanged 4
		SP:Iteration 20F (3207.020000 sec): 3 clusters
  Score: Raw -154454.995882 + Penalty 2383.019992 = -152071.975890
  nChanged 6
		SP:Iteration 21Q (3207.020000 sec): 3 clusters
  Score: Raw -154460.219694 + Penalty 2383.019992 = -152077.199702
  nChanged 4
		SP:Iteration 22Q (3207.030000 sec): 3 clusters
  Score: Raw -154464.069454 + Penalty 2383.019992 = -152081.049462
  nChanged 4
		SP:Iteration 23Q (3207.030000 sec): 3 clusters
  Score: Raw -154470.024474 + Penalty 2383.019992 = -152087.004482
  nChanged 9
		SP:Iteration 24Q (3207.030000 sec): 3 clusters
  Score: Raw -154476.622910 + Penalty 2383.019992 = -152093.602918
  nChanged 3
		SP:Iteration 25Q (3207.040000 sec): 3 clusters
  Score: Raw -154478.381386 + Penalty 2383.019992 = -152095.361395
  nChanged 3
		SP:Iteration 26Q (3207.040000 sec): 3 clusters
  Score: Raw -154479.994202 + Penalty 2383.019992 = -152096.974210
  nChanged 3
		SP:Iteration 27Q (3207.040000 sec): 3 clusters
  Score: Raw -154481.578427 + Penalty 2383.019992 = -152098.558435
  nChanged 5
		SP:Iteration 28Q (3207.040000 sec): 3 clusters
  Score: Raw -154489.094635 + Penalty 2383.019992 = -152106.074643
  nChanged 6
		SP:Iteration 29Q (3207.050000 sec): 3 clusters
  Score: Raw -154493.820133 + Penalty 2383.019992 = -152110.800141
  nChanged 5
		SP:Iteration 30Q (3207.050000 sec): 3 clusters
  Score: Raw -154496.949575 + Penalty 2383.019992 = -152113.929583
  nChanged 4
		SP:Iteration 31Q (3207.060000 sec): 3 clusters
  Score: Raw -154499.896034 + Penalty 2383.019992 = -152116.876042
  nChanged 2
		SP:Iteration 32Q (3207.060000 sec): 3 clusters
  Score: Raw -154500.928170 + Penalty 2383.019992 = -152117.908178
  nChanged 2
		SP:Iteration 33Q (3207.060000 sec): 3 clusters
  Score: Raw -154501.967061 + Penalty 2383.019992 = -152118.947069
  nChanged 2
		SP:Iteration 34Q (3207.060000 sec): 3 clusters
  Score: Raw -154503.654186 + Penalty 2383.019992 = -152120.634194
  nChanged 5
		SP:Iteration 35Q (3207.070000 sec): 3 clusters
  Score: Raw -154507.534601 + Penalty 2383.019992 = -152124.514609
  nChanged 4
		SP:Iteration 36Q (3207.070000 sec): 3 clusters
  Score: Raw -154509.904237 + Penalty 2383.019992 = -152126.884245
  nChanged 4
		SP:Iteration 37Q (3207.080000 sec): 3 clusters
  Score: Raw -154512.702309 + Penalty 2383.019992 = -152129.682317
  nChanged 4
		SP:Iteration 38Q (3207.080000 sec): 3 clusters
  Score: Raw -154514.747177 + Penalty 2383.019992 = -152131.727185
  nChanged 1
		SP:Iteration 39Q (3207.080000 sec): 3 clusters
  Score: Raw -154515.314234 + Penalty 2383.019992 = -152132.294242
  nChanged 3
		SP:Iteration 40F (3207.080000 sec): 3 clusters
  Score: Raw -154519.078997 + Penalty 2383.019992 = -152136.059005
  nChanged 3
		SP:Iteration 41Q (3207.090000 sec): 3 clusters
  Score: Raw -154522.466257 + Penalty 2383.019992 = -152139.446265
  nChanged 4
		SP:Iteration 42Q (3207.090000 sec): 3 clusters
  Score: Raw -154527.723382 + Penalty 2383.019992 = -152144.703390
  nChanged 7
		SP:Iteration 43Q (3207.100000 sec): 3 clusters
  Score: Raw -154534.562893 + Penalty 2383.019992 = -152151.542901
  nChanged 6
		SP:Iteration 44Q (3207.100000 sec): 3 clusters
  Score: Raw -154540.362867 + Penalty 2383.019992 = -152157.342875
  nChanged 3
		SP:Iteration 45Q (3207.100000 sec): 3 clusters
  Score: Raw -154543.094405 + Penalty 2383.019992 = -152160.074413
  nChanged 4
		SP:Iteration 46Q (3207.100000 sec): 3 clusters
  Score: Raw -154547.077569 + Penalty 2383.019992 = -152164.057577
  nChanged 4
		SP:Iteration 47Q (3207.110000 sec): 3 clusters
  Score: Raw -154550.401819 + Penalty 2383.019992 = -152167.381827
  nChanged 3
		SP:Iteration 48Q (3207.110000 sec): 3 clusters
  Score: Raw -154551.863895 + Penalty 2383.019992 = -152168.843903
  nChanged 1
		SP:Iteration 49Q (3207.110000 sec): 3 clusters
  Score: Raw -154552.685485 + Penalty 2383.019992 = -152169.665493
  nChanged 0
		SP:Iteration 50F (3207.120000 sec): 3 clusters
  Score: Raw -154552.685485 + Penalty 2383.019992 = -152169.665493
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 68 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3207.130000 sec): 2 clusters
  Score: Raw -203794.752422 + Penalty 1216.301171 = -202578.451251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3207.130000 sec): 3 clusters
  Score: Raw -203036.776563 + Penalty 2432.602342 = -200604.174221
  nChanged 611
		SP:Iteration 1F (3207.140000 sec): 3 clusters
  Score: Raw -203460.334724 + Penalty 2432.602342 = -201027.732382
  nChanged 130
		SP:Iteration 2F (3207.140000 sec): 3 clusters
  Score: Raw -203591.205129 + Penalty 2432.602342 = -201158.602787
  nChanged 96
		SP:Iteration 3F (3207.140000 sec): 3 clusters
  Score: Raw -203671.643957 + Penalty 2432.602342 = -201239.041615
  nChanged 64
		SP:Iteration 4Q (3207.150000 sec): 3 clusters
  Score: Raw -203714.163456 + Penalty 2432.602342 = -201281.561114
  nChanged 46
		SP:Iteration 5Q (3207.150000 sec): 3 clusters
  Score: Raw -203745.051059 + Penalty 2432.602342 = -201312.448717
  nChanged 32
		SP:Iteration 6Q (3207.160000 sec): 3 clusters
  Score: Raw -203775.602310 + Penalty 2432.602342 = -201342.999967
  nChanged 43
		SP:Iteration 7Q (3207.160000 sec): 3 clusters
  Score: Raw -203806.422271 + Penalty 2432.602342 = -201373.819929
  nChanged 36
		SP:Iteration 8Q (3207.170000 sec): 3 clusters
  Score: Raw -203832.290947 + Penalty 2432.602342 = -201399.688605
  nChanged 27
		SP:Iteration 9Q (3207.170000 sec): 3 clusters
  Score: Raw -203849.436651 + Penalty 2432.602342 = -201416.834308
  nChanged 30
		SP:Iteration 10Q (3207.180000 sec): 3 clusters
  Score: Raw -203871.518007 + Penalty 2432.602342 = -201438.915665
  nChanged 20
		SP:Iteration 11Q (3207.180000 sec): 3 clusters
  Score: Raw -203885.608170 + Penalty 2432.602342 = -201453.005828
  nChanged 17
		SP:Iteration 12Q (3207.180000 sec): 3 clusters
  Score: Raw -203894.435572 + Penalty 2432.602342 = -201461.833229
  nChanged 13
		SP:Iteration 13Q (3207.190000 sec): 3 clusters
  Score: Raw -203900.430058 + Penalty 2432.602342 = -201467.827716
  nChanged 12
		SP:Iteration 14Q (3207.190000 sec): 3 clusters
  Score: Raw -203906.588598 + Penalty 2432.602342 = -201473.986256
  nChanged 7
		SP:Iteration 15Q (3207.200000 sec): 3 clusters
  Score: Raw -203910.742016 + Penalty 2432.602342 = -201478.139674
  nChanged 9
		SP:Iteration 16Q (3207.200000 sec): 3 clusters
  Score: Raw -203914.437674 + Penalty 2432.602342 = -201481.835332
  nChanged 7
		SP:Iteration 17Q (3207.200000 sec): 3 clusters
  Score: Raw -203916.705463 + Penalty 2432.602342 = -201484.103121
  nChanged 6
		SP:Iteration 18Q (3207.210000 sec): 3 clusters
  Score: Raw -203918.825320 + Penalty 2432.602342 = -201486.222978
  nChanged 4
		SP:Iteration 19Q (3207.210000 sec): 3 clusters
  Score: Raw -203921.264815 + Penalty 2432.602342 = -201488.662473
  nChanged 8
		SP:Iteration 20F (3207.220000 sec): 3 clusters
  Score: Raw -203925.042966 + Penalty 2432.602342 = -201492.440624
  nChanged 7
		SP:Iteration 21Q (3207.220000 sec): 3 clusters
  Score: Raw -203928.295678 + Penalty 2432.602342 = -201495.693336
  nChanged 8
		SP:Iteration 22Q (3207.230000 sec): 3 clusters
  Score: Raw -203931.880010 + Penalty 2432.602342 = -201499.277668
  nChanged 3
		SP:Iteration 23Q (3207.230000 sec): 3 clusters
  Score: Raw -203933.654211 + Penalty 2432.602342 = -201501.051869
  nChanged 4
		SP:Iteration 24Q (3207.240000 sec): 3 clusters
  Score: Raw -203935.332458 + Penalty 2432.602342 = -201502.730116
  nChanged 5
		SP:Iteration 25Q (3207.240000 sec): 3 clusters
  Score: Raw -203937.071978 + Penalty 2432.602342 = -201504.469636
  nChanged 5
		SP:Iteration 26Q (3207.240000 sec): 3 clusters
  Score: Raw -203939.428415 + Penalty 2432.602342 = -201506.826073
  nChanged 3
		SP:Iteration 27Q (3207.250000 sec): 3 clusters
  Score: Raw -203940.712283 + Penalty 2432.602342 = -201508.109941
  nChanged 2
		SP:Iteration 28Q (3207.250000 sec): 3 clusters
  Score: Raw -203941.472260 + Penalty 2432.602342 = -201508.869918
  nChanged 1
		SP:Iteration 29Q (3207.260000 sec): 3 clusters
  Score: Raw -203941.770765 + Penalty 2432.602342 = -201509.168423
  nChanged 0
		SP:Iteration 30F (3207.260000 sec): 3 clusters
  Score: Raw -203941.770765 + Penalty 2432.602342 = -201509.168423
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 69 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3207.270000 sec): 2 clusters
  Score: Raw -83481.797565 + Penalty 1100.625561 = -82381.172004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3207.270000 sec): 3 clusters
  Score: Raw -83422.953826 + Penalty 2201.251122 = -81221.702704
  nChanged 290
		SP:Iteration 1F (3207.270000 sec): 3 clusters
  Score: Raw -84383.412242 + Penalty 2201.251122 = -82182.161119
  nChanged 101
		SP:Iteration 2F (3207.270000 sec): 3 clusters
  Score: Raw -84805.478025 + Penalty 2201.251122 = -82604.226903
  nChanged 48
		SP:Iteration 3F (3207.280000 sec): 3 clusters
  Score: Raw -85015.887259 + Penalty 2201.251122 = -82814.636136
  nChanged 30
		SP:Iteration 4Q (3207.280000 sec): 3 clusters
  Score: Raw -85106.412805 + Penalty 2201.251122 = -82905.161683
  nChanged 12
		SP:Iteration 5Q (3207.280000 sec): 3 clusters
  Score: Raw -85145.414963 + Penalty 2201.251122 = -82944.163840
  nChanged 8
		SP:Iteration 6Q (3207.280000 sec): 3 clusters
  Score: Raw -85176.875824 + Penalty 2201.251122 = -82975.624702
  nChanged 10
		SP:Iteration 7Q (3207.280000 sec): 3 clusters
  Score: Raw -85204.461395 + Penalty 2201.251122 = -83003.210273
  nChanged 9
		SP:Iteration 8Q (3207.280000 sec): 3 clusters
  Score: Raw -85224.477064 + Penalty 2201.251122 = -83023.225942
  nChanged 6
		SP:Iteration 9Q (3207.280000 sec): 3 clusters
  Score: Raw -85231.349180 + Penalty 2201.251122 = -83030.098058
  nChanged 4
		SP:Iteration 10Q (3207.290000 sec): 3 clusters
  Score: Raw -85237.456353 + Penalty 2201.251122 = -83036.205231
  nChanged 2
		SP:Iteration 11Q (3207.290000 sec): 3 clusters
  Score: Raw -85240.295636 + Penalty 2201.251122 = -83039.044514
  nChanged 2
		SP:Iteration 12Q (3207.290000 sec): 3 clusters
  Score: Raw -85241.649475 + Penalty 2201.251122 = -83040.398353
  nChanged 0
		SP:Iteration 13F (3207.290000 sec): 3 clusters
  Score: Raw -85241.649475 + Penalty 2201.251122 = -83040.398353
  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 12.42 GB.

 Trying to split cluster 70 (7669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3207.320000 sec): 2 clusters
  Score: Raw -861199.578881 + Penalty 1453.552995 = -859746.025886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3207.340000 sec): 3 clusters
  Score: Raw -857039.066649 + Penalty 2907.105990 = -854131.960659
  nChanged 3211
		SP:Iteration 1F (3207.360000 sec): 3 clusters
  Score: Raw -858744.241120 + Penalty 2907.105990 = -855837.135130
  nChanged 483
		SP:Iteration 2F (3207.380000 sec): 3 clusters
  Score: Raw -858942.111180 + Penalty 2907.105990 = -856035.005190
  nChanged 338
		SP:Iteration 3Q (3207.400000 sec): 3 clusters
  Score: Raw -859085.050845 + Penalty 2907.105990 = -856177.944855
  nChanged 294
		SP:Iteration 4Q (3207.420000 sec): 3 clusters
  Score: Raw -859207.209381 + Penalty 2907.105990 = -856300.103391
  nChanged 276
		SP:Iteration 5Q (3207.440000 sec): 3 clusters
  Score: Raw -859325.048998 + Penalty 2907.105990 = -856417.943008
  nChanged 276
		SP:Iteration 6Q (3207.460000 sec): 3 clusters
  Score: Raw -859437.174386 + Penalty 2907.105990 = -856530.068396
  nChanged 240
		SP:Iteration 7Q (3207.480000 sec): 3 clusters
  Score: Raw -859532.877526 + Penalty 2907.105990 = -856625.771536
  nChanged 233
		SP:Iteration 8Q (3207.500000 sec): 3 clusters
  Score: Raw -859631.285895 + Penalty 2907.105990 = -856724.179905
  nChanged 229
		SP:Iteration 9Q (3207.520000 sec): 3 clusters
  Score: Raw -859731.290004 + Penalty 2907.105990 = -856824.184014
  nChanged 231
		SP:Iteration 10Q (3207.540000 sec): 3 clusters
  Score: Raw -859819.438726 + Penalty 2907.105990 = -856912.332736
  nChanged 201
		SP:Iteration 11Q (3207.560000 sec): 3 clusters
  Score: Raw -859893.463279 + Penalty 2907.105990 = -856986.357289
  nChanged 210
		SP:Iteration 12Q (3207.580000 sec): 3 clusters
  Score: Raw -859975.420722 + Penalty 2907.105990 = -857068.314732
  nChanged 180
		SP:Iteration 13Q (3207.600000 sec): 3 clusters
  Score: Raw -860043.205537 + Penalty 2907.105990 = -857136.099547
  nChanged 167
		SP:Iteration 14Q (3207.620000 sec): 3 clusters
  Score: Raw -860107.940239 + Penalty 2907.105990 = -857200.834249
  nChanged 155
		SP:Iteration 15Q (3207.640000 sec): 3 clusters
  Score: Raw -860176.731512 + Penalty 2907.105990 = -857269.625522
  nChanged 153
		SP:Iteration 16Q (3207.650000 sec): 3 clusters
  Score: Raw -860240.931544 + Penalty 2907.105990 = -857333.825554
  nChanged 141
		SP:Iteration 17Q (3207.670000 sec): 3 clusters
  Score: Raw -860296.866434 + Penalty 2907.105990 = -857389.760444
  nChanged 134
		SP:Iteration 18Q (3207.690000 sec): 3 clusters
  Score: Raw -860355.255139 + Penalty 2907.105990 = -857448.149149
  nChanged 147
		SP:Iteration 19Q (3207.710000 sec): 3 clusters
  Score: Raw -860427.214360 + Penalty 2907.105990 = -857520.108370
  nChanged 130
		SP:Iteration 20F (3207.730000 sec): 3 clusters
  Score: Raw -860483.128633 + Penalty 2907.105990 = -857576.022643
  nChanged 126
		SP:Iteration 21Q (3207.750000 sec): 3 clusters
  Score: Raw -860544.971862 + Penalty 2907.105990 = -857637.865872
  nChanged 140
		SP:Iteration 22Q (3207.770000 sec): 3 clusters
  Score: Raw -860627.031351 + Penalty 2907.105990 = -857719.925361
  nChanged 128
		SP:Iteration 23Q (3207.790000 sec): 3 clusters
  Score: Raw -860693.433165 + Penalty 2907.105990 = -857786.327175
  nChanged 114
		SP:Iteration 24Q (3207.800000 sec): 3 clusters
  Score: Raw -860747.337078 + Penalty 2907.105990 = -857840.231088
  nChanged 117
		SP:Iteration 25Q (3207.820000 sec): 3 clusters
  Score: Raw -860805.411832 + Penalty 2907.105990 = -857898.305842
  nChanged 103
		SP:Iteration 26Q (3207.840000 sec): 3 clusters
  Score: Raw -860853.105935 + Penalty 2907.105990 = -857945.999945
  nChanged 90
		SP:Iteration 27Q (3207.850000 sec): 3 clusters
  Score: Raw -860894.325429 + Penalty 2907.105990 = -857987.219439
  nChanged 85
		SP:Iteration 28Q (3207.870000 sec): 3 clusters
  Score: Raw -860935.394872 + Penalty 2907.105990 = -858028.288882
  nChanged 80
		SP:Iteration 29Q (3207.890000 sec): 3 clusters
  Score: Raw -860972.996539 + Penalty 2907.105990 = -858065.890549
  nChanged 68
		SP:Iteration 30Q (3207.900000 sec): 3 clusters
  Score: Raw -861006.233912 + Penalty 2907.105990 = -858099.127922
  nChanged 60
		SP:Iteration 31Q (3207.920000 sec): 3 clusters
  Score: Raw -861037.224101 + Penalty 2907.105990 = -858130.118111
  nChanged 58
		SP:Iteration 32Q (3207.940000 sec): 3 clusters
  Score: Raw -861068.220519 + Penalty 2907.105990 = -858161.114529
  nChanged 58
		SP:Iteration 33Q (3207.950000 sec): 3 clusters
  Score: Raw -861098.384582 + Penalty 2907.105990 = -858191.278592
  nChanged 53
		SP:Iteration 34Q (3207.970000 sec): 3 clusters
  Score: Raw -861126.768566 + Penalty 2907.105990 = -858219.662576
  nChanged 51
		SP:Iteration 35Q (3207.980000 sec): 3 clusters
  Score: Raw -861154.180433 + Penalty 2907.105990 = -858247.074443
  nChanged 41
		SP:Iteration 36Q (3208.000000 sec): 3 clusters
  Score: Raw -861173.655602 + Penalty 2907.105990 = -858266.549612
  nChanged 28
		SP:Iteration 37Q (3208.010000 sec): 3 clusters
  Score: Raw -861190.193683 + Penalty 2907.105990 = -858283.087693
  nChanged 34
		SP:Iteration 38Q (3208.030000 sec): 3 clusters
  Score: Raw -861210.804176 + Penalty 2907.105990 = -858303.698186
  nChanged 25
		SP:Iteration 39Q (3208.050000 sec): 3 clusters
  Score: Raw -861225.291443 + Penalty 2907.105990 = -858318.185453
  nChanged 32
		SP:Iteration 40F (3208.070000 sec): 3 clusters
  Score: Raw -861241.209048 + Penalty 2907.105990 = -858334.103058
  nChanged 31
		SP:Iteration 41Q (3208.080000 sec): 3 clusters
  Score: Raw -861256.782471 + Penalty 2907.105990 = -858349.676481
  nChanged 17
		SP:Iteration 42Q (3208.090000 sec): 3 clusters
  Score: Raw -861264.249883 + Penalty 2907.105990 = -858357.143893
  nChanged 15
		SP:Iteration 43Q (3208.110000 sec): 3 clusters
  Score: Raw -861270.102152 + Penalty 2907.105990 = -858362.996162
  nChanged 14
		SP:Iteration 44Q (3208.120000 sec): 3 clusters
  Score: Raw -861276.988141 + Penalty 2907.105990 = -858369.882151
  nChanged 11
		SP:Iteration 45Q (3208.140000 sec): 3 clusters
  Score: Raw -861281.963345 + Penalty 2907.105990 = -858374.857355
  nChanged 8
		SP:Iteration 46Q (3208.150000 sec): 3 clusters
  Score: Raw -861284.870724 + Penalty 2907.105990 = -858377.764734
  nChanged 7
		SP:Iteration 47Q (3208.170000 sec): 3 clusters
  Score: Raw -861287.911873 + Penalty 2907.105990 = -858380.805883
  nChanged 6
		SP:Iteration 48Q (3208.180000 sec): 3 clusters
  Score: Raw -861291.164907 + Penalty 2907.105990 = -858384.058917
  nChanged 7
		SP:Iteration 49Q (3208.200000 sec): 3 clusters
  Score: Raw -861295.253276 + Penalty 2907.105990 = -858388.147286
  nChanged 12
		SP:Iteration 50Q (3208.210000 sec): 3 clusters
  Score: Raw -861301.376297 + Penalty 2907.105990 = -858394.270307
  nChanged 8
		SP:Iteration 51Q (3208.230000 sec): 3 clusters
  Score: Raw -861305.584077 + Penalty 2907.105990 = -858398.478087
  nChanged 12
		SP:Iteration 52Q (3208.230000 sec): 3 clusters
  Score: Raw -861312.064166 + Penalty 2907.105990 = -858404.958176
  nChanged 8
		SP:Iteration 53Q (3208.250000 sec): 3 clusters
  Score: Raw -861319.076897 + Penalty 2907.105990 = -858411.970907
  nChanged 11
		SP:Iteration 54Q (3208.270000 sec): 3 clusters
  Score: Raw -861325.016530 + Penalty 2907.105990 = -858417.910540
  nChanged 9
		SP:Iteration 55Q (3208.280000 sec): 3 clusters
  Score: Raw -861329.872425 + Penalty 2907.105990 = -858422.766435
  nChanged 11
		SP:Iteration 56Q (3208.290000 sec): 3 clusters
  Score: Raw -861336.988712 + Penalty 2907.105990 = -858429.882722
  nChanged 8
		SP:Iteration 57Q (3208.310000 sec): 3 clusters
  Score: Raw -861342.299939 + Penalty 2907.105990 = -858435.193949
  nChanged 12
		SP:Iteration 58Q (3208.320000 sec): 3 clusters
  Score: Raw -861351.950430 + Penalty 2907.105990 = -858444.844440
  nChanged 12
		SP:Iteration 59Q (3208.340000 sec): 3 clusters
  Score: Raw -861358.948130 + Penalty 2907.105990 = -858451.842140
  nChanged 7
		SP:Iteration 60F (3208.350000 sec): 3 clusters
  Score: Raw -861362.734336 + Penalty 2907.105990 = -858455.628346
  nChanged 3
		SP:Iteration 61Q (3208.370000 sec): 3 clusters
  Score: Raw -861363.594988 + Penalty 2907.105990 = -858456.488998
  nChanged 3
		SP:Iteration 62Q (3208.390000 sec): 3 clusters
  Score: Raw -861364.723660 + Penalty 2907.105990 = -858457.617670
  nChanged 8
		SP:Iteration 63Q (3208.400000 sec): 3 clusters
  Score: Raw -861369.160554 + Penalty 2907.105990 = -858462.054564
  nChanged 9
		SP:Iteration 64Q (3208.410000 sec): 3 clusters
  Score: Raw -861372.867343 + Penalty 2907.105990 = -858465.761353
  nChanged 7
		SP:Iteration 65Q (3208.430000 sec): 3 clusters
  Score: Raw -861377.683487 + Penalty 2907.105990 = -858470.577497
  nChanged 6
		SP:Iteration 66Q (3208.440000 sec): 3 clusters
  Score: Raw -861381.959851 + Penalty 2907.105990 = -858474.853861
  nChanged 4
		SP:Iteration 67Q (3208.450000 sec): 3 clusters
  Score: Raw -861384.754608 + Penalty 2907.105990 = -858477.648618
  nChanged 2
		SP:Iteration 68Q (3208.470000 sec): 3 clusters
  Score: Raw -861385.762650 + Penalty 2907.105990 = -858478.656660
  nChanged 2
		SP:Iteration 69Q (3208.480000 sec): 3 clusters
  Score: Raw -861387.151455 + Penalty 2907.105990 = -858480.045465
  nChanged 2
		SP:Iteration 70Q (3208.500000 sec): 3 clusters
  Score: Raw -861388.280043 + Penalty 2907.105990 = -858481.174053
  nChanged 1
		SP:Iteration 71Q (3208.510000 sec): 3 clusters
  Score: Raw -861389.083095 + Penalty 2907.105990 = -858481.977105
  nChanged 4
		SP:Iteration 72Q (3208.530000 sec): 3 clusters
  Score: Raw -861390.896523 + Penalty 2907.105990 = -858483.790533
  nChanged 4
		SP:Iteration 73Q (3208.540000 sec): 3 clusters
  Score: Raw -861394.757957 + Penalty 2907.105990 = -858487.651967
  nChanged 2
		SP:Iteration 74Q (3208.550000 sec): 3 clusters
  Score: Raw -861396.349204 + Penalty 2907.105990 = -858489.243214
  nChanged 2
		SP:Iteration 75Q (3208.570000 sec): 3 clusters
  Score: Raw -861397.117930 + Penalty 2907.105990 = -858490.011940
  nChanged 1
		SP:Iteration 76Q (3208.580000 sec): 3 clusters
  Score: Raw -861398.296107 + Penalty 2907.105990 = -858491.190117
  nChanged 2
		SP:Iteration 77Q (3208.600000 sec): 3 clusters
  Score: Raw -861399.984472 + Penalty 2907.105990 = -858492.878482
  nChanged 2
		SP:Iteration 78Q (3208.610000 sec): 3 clusters
  Score: Raw -861400.514481 + Penalty 2907.105990 = -858493.408491
  nChanged 1
		SP:Iteration 79Q (3208.630000 sec): 3 clusters
  Score: Raw -861401.390819 + Penalty 2907.105990 = -858494.284829
  nChanged 0
		SP:Iteration 80F (3208.640000 sec): 3 clusters
  Score: Raw -861401.390819 + Penalty 2907.105990 = -858494.284829
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 71 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3208.650000 sec): 2 clusters
  Score: Raw -102021.768761 + Penalty 1105.569604 = -100916.199157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3208.650000 sec): 3 clusters
  Score: Raw -101756.175128 + Penalty 2211.139209 = -99545.035919
  nChanged 260
		SP:Iteration 1F (3208.660000 sec): 3 clusters
  Score: Raw -102004.826919 + Penalty 2211.139209 = -99793.687710
  nChanged 55
		SP:Iteration 2F (3208.660000 sec): 3 clusters
  Score: Raw -102063.173279 + Penalty 2211.139209 = -99852.034071
  nChanged 34
		SP:Iteration 3Q (3208.660000 sec): 3 clusters
  Score: Raw -102104.180786 + Penalty 2211.139209 = -99893.041577
  nChanged 30
		SP:Iteration 4Q (3208.660000 sec): 3 clusters
  Score: Raw -102151.158235 + Penalty 2211.139209 = -99940.019026
  nChanged 33
		SP:Iteration 5Q (3208.670000 sec): 3 clusters
  Score: Raw -102183.105445 + Penalty 2211.139209 = -99971.966237
  nChanged 21
		SP:Iteration 6Q (3208.670000 sec): 3 clusters
  Score: Raw -102204.862754 + Penalty 2211.139209 = -99993.723545
  nChanged 20
		SP:Iteration 7Q (3208.670000 sec): 3 clusters
  Score: Raw -102224.720575 + Penalty 2211.139209 = -100013.581366
  nChanged 22
		SP:Iteration 8Q (3208.670000 sec): 3 clusters
  Score: Raw -102247.507323 + Penalty 2211.139209 = -100036.368115
  nChanged 20
		SP:Iteration 9Q (3208.670000 sec): 3 clusters
  Score: Raw -102266.382395 + Penalty 2211.139209 = -100055.243186
  nChanged 18
		SP:Iteration 10Q (3208.680000 sec): 3 clusters
  Score: Raw -102283.988991 + Penalty 2211.139209 = -100072.849782
  nChanged 16
		SP:Iteration 11Q (3208.680000 sec): 3 clusters
  Score: Raw -102301.138944 + Penalty 2211.139209 = -100089.999735
  nChanged 20
		SP:Iteration 12Q (3208.680000 sec): 3 clusters
  Score: Raw -102321.846308 + Penalty 2211.139209 = -100110.707099
  nChanged 25
		SP:Iteration 13Q (3208.680000 sec): 3 clusters
  Score: Raw -102346.055446 + Penalty 2211.139209 = -100134.916238
  nChanged 16
		SP:Iteration 14Q (3208.690000 sec): 3 clusters
  Score: Raw -102364.696208 + Penalty 2211.139209 = -100153.557000
  nChanged 16
		SP:Iteration 15Q (3208.690000 sec): 3 clusters
  Score: Raw -102382.604331 + Penalty 2211.139209 = -100171.465122
  nChanged 12
		SP:Iteration 16Q (3208.690000 sec): 3 clusters
  Score: Raw -102397.482284 + Penalty 2211.139209 = -100186.343076
  nChanged 10
		SP:Iteration 17Q (3208.690000 sec): 3 clusters
  Score: Raw -102418.119561 + Penalty 2211.139209 = -100206.980352
  nChanged 14
		SP:Iteration 18Q (3208.690000 sec): 3 clusters
  Score: Raw -102438.387895 + Penalty 2211.139209 = -100227.248687
  nChanged 8
		SP:Iteration 19Q (3208.690000 sec): 3 clusters
  Score: Raw -102445.926638 + Penalty 2211.139209 = -100234.787429
  nChanged 9
		SP:Iteration 20F (3208.700000 sec): 3 clusters
  Score: Raw -102459.696426 + Penalty 2211.139209 = -100248.557217
  nChanged 3
		SP:Iteration 21Q (3208.700000 sec): 3 clusters
  Score: Raw -102463.499352 + Penalty 2211.139209 = -100252.360143
  nChanged 5
		SP:Iteration 22Q (3208.700000 sec): 3 clusters
  Score: Raw -102469.683974 + Penalty 2211.139209 = -100258.544765
  nChanged 6
		SP:Iteration 23Q (3208.700000 sec): 3 clusters
  Score: Raw -102478.252362 + Penalty 2211.139209 = -100267.113154
  nChanged 7
		SP:Iteration 24Q (3208.710000 sec): 3 clusters
  Score: Raw -102511.558411 + Penalty 2211.139209 = -100300.419202
  nChanged 8
		SP:Iteration 25Q (3208.710000 sec): 3 clusters
  Score: Raw -102546.051093 + Penalty 2211.139209 = -100334.911884
  nChanged 7
		SP:Iteration 26Q (3208.710000 sec): 3 clusters
  Score: Raw -102559.928746 + Penalty 2211.139209 = -100348.789537
  nChanged 2
		SP:Iteration 27Q (3208.710000 sec): 3 clusters
  Score: Raw -102562.132755 + Penalty 2211.139209 = -100350.993547
  nChanged 3
		SP:Iteration 28Q (3208.710000 sec): 3 clusters
  Score: Raw -102568.035861 + Penalty 2211.139209 = -100356.896653
  nChanged 0
		SP:Iteration 29F (3208.720000 sec): 3 clusters
  Score: Raw -102568.035861 + Penalty 2211.139209 = -100356.896653
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 72 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3208.730000 sec): 2 clusters
  Score: Raw -334269.975700 + Penalty 1307.616296 = -332962.359404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3208.740000 sec): 3 clusters
  Score: Raw -332801.664098 + Penalty 2615.232591 = -330186.431507
  nChanged 1155
		SP:Iteration 1F (3208.750000 sec): 3 clusters
  Score: Raw -333488.674963 + Penalty 2615.232591 = -330873.442372
  nChanged 256
		SP:Iteration 2F (3208.750000 sec): 3 clusters
  Score: Raw -333648.963335 + Penalty 2615.232591 = -331033.730744
  nChanged 173
		SP:Iteration 3F (3208.760000 sec): 3 clusters
  Score: Raw -333768.119024 + Penalty 2615.232591 = -331152.886433
  nChanged 147
		SP:Iteration 4Q (3208.770000 sec): 3 clusters
  Score: Raw -333863.669790 + Penalty 2615.232591 = -331248.437199
  nChanged 135
		SP:Iteration 5Q (3208.770000 sec): 3 clusters
  Score: Raw -333954.904448 + Penalty 2615.232591 = -331339.671857
  nChanged 106
		SP:Iteration 6Q (3208.780000 sec): 3 clusters
  Score: Raw -334019.250956 + Penalty 2615.232591 = -331404.018365
  nChanged 87
		SP:Iteration 7Q (3208.790000 sec): 3 clusters
  Score: Raw -334070.681934 + Penalty 2615.232591 = -331455.449343
  nChanged 69
		SP:Iteration 8Q (3208.800000 sec): 3 clusters
  Score: Raw -334103.357837 + Penalty 2615.232591 = -331488.125246
  nChanged 58
		SP:Iteration 9Q (3208.810000 sec): 3 clusters
  Score: Raw -334139.388077 + Penalty 2615.232591 = -331524.155486
  nChanged 56
		SP:Iteration 10Q (3208.810000 sec): 3 clusters
  Score: Raw -334176.644532 + Penalty 2615.232591 = -331561.411941
  nChanged 52
		SP:Iteration 11Q (3208.820000 sec): 3 clusters
  Score: Raw -334202.435359 + Penalty 2615.232591 = -331587.202768
  nChanged 48
		SP:Iteration 12Q (3208.830000 sec): 3 clusters
  Score: Raw -334225.923061 + Penalty 2615.232591 = -331610.690470
  nChanged 40
		SP:Iteration 13Q (3208.840000 sec): 3 clusters
  Score: Raw -334245.712954 + Penalty 2615.232591 = -331630.480363
  nChanged 42
		SP:Iteration 14Q (3208.840000 sec): 3 clusters
  Score: Raw -334264.084924 + Penalty 2615.232591 = -331648.852333
  nChanged 31
		SP:Iteration 15Q (3208.850000 sec): 3 clusters
  Score: Raw -334278.253638 + Penalty 2615.232591 = -331663.021047
  nChanged 33
		SP:Iteration 16Q (3208.860000 sec): 3 clusters
  Score: Raw -334290.493498 + Penalty 2615.232591 = -331675.260907
  nChanged 30
		SP:Iteration 17Q (3208.870000 sec): 3 clusters
  Score: Raw -334309.043502 + Penalty 2615.232591 = -331693.810911
  nChanged 30
		SP:Iteration 18Q (3208.870000 sec): 3 clusters
  Score: Raw -334329.319136 + Penalty 2615.232591 = -331714.086545
  nChanged 39
		SP:Iteration 19Q (3208.880000 sec): 3 clusters
  Score: Raw -334353.521885 + Penalty 2615.232591 = -331738.289294
  nChanged 43
		SP:Iteration 20F (3208.890000 sec): 3 clusters
  Score: Raw -334375.493106 + Penalty 2615.232591 = -331760.260515
  nChanged 38
		SP:Iteration 21Q (3208.900000 sec): 3 clusters
  Score: Raw -334392.931819 + Penalty 2615.232591 = -331777.699228
  nChanged 36
		SP:Iteration 22Q (3208.910000 sec): 3 clusters
  Score: Raw -334408.390169 + Penalty 2615.232591 = -331793.157578
  nChanged 28
		SP:Iteration 23Q (3208.910000 sec): 3 clusters
  Score: Raw -334418.966128 + Penalty 2615.232591 = -331803.733537
  nChanged 20
		SP:Iteration 24Q (3208.920000 sec): 3 clusters
  Score: Raw -334424.962450 + Penalty 2615.232591 = -331809.729859
  nChanged 19
		SP:Iteration 25Q (3208.930000 sec): 3 clusters
  Score: Raw -334431.619229 + Penalty 2615.232591 = -331816.386638
  nChanged 13
		SP:Iteration 26Q (3208.930000 sec): 3 clusters
  Score: Raw -334435.570076 + Penalty 2615.232591 = -331820.337485
  nChanged 13
		SP:Iteration 27Q (3208.940000 sec): 3 clusters
  Score: Raw -334439.930650 + Penalty 2615.232591 = -331824.698059
  nChanged 9
		SP:Iteration 28Q (3208.950000 sec): 3 clusters
  Score: Raw -334442.616207 + Penalty 2615.232591 = -331827.383616
  nChanged 8
		SP:Iteration 29Q (3208.960000 sec): 3 clusters
  Score: Raw -334445.611314 + Penalty 2615.232591 = -331830.378723
  nChanged 7
		SP:Iteration 30Q (3208.970000 sec): 3 clusters
  Score: Raw -334448.085281 + Penalty 2615.232591 = -331832.852690
  nChanged 8
		SP:Iteration 31Q (3208.970000 sec): 3 clusters
  Score: Raw -334449.911978 + Penalty 2615.232591 = -331834.679387
  nChanged 9
		SP:Iteration 32Q (3208.980000 sec): 3 clusters
  Score: Raw -334451.835180 + Penalty 2615.232591 = -331836.602589
  nChanged 6
		SP:Iteration 33Q (3208.990000 sec): 3 clusters
  Score: Raw -334452.857100 + Penalty 2615.232591 = -331837.624509
  nChanged 4
		SP:Iteration 34Q (3208.990000 sec): 3 clusters
  Score: Raw -334453.858107 + Penalty 2615.232591 = -331838.625516
  nChanged 5
		SP:Iteration 35Q (3209.000000 sec): 3 clusters
  Score: Raw -334454.900551 + Penalty 2615.232591 = -331839.667960
  nChanged 7
		SP:Iteration 36Q (3209.010000 sec): 3 clusters
  Score: Raw -334457.073316 + Penalty 2615.232591 = -331841.840725
  nChanged 5
		SP:Iteration 37Q (3209.020000 sec): 3 clusters
  Score: Raw -334458.614861 + Penalty 2615.232591 = -331843.382270
  nChanged 3
		SP:Iteration 38Q (3209.020000 sec): 3 clusters
  Score: Raw -334459.142546 + Penalty 2615.232591 = -331843.909955
  nChanged 0
		SP:Iteration 39F (3209.030000 sec): 3 clusters
  Score: Raw -334459.142546 + Penalty 2615.232591 = -331843.909955
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 73 (1087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.040000 sec): 2 clusters
  Score: Raw -110619.213023 + Penalty 1136.066244 = -109483.146779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.040000 sec): 3 clusters
  Score: Raw -110279.600026 + Penalty 2272.132488 = -108007.467538
  nChanged 327
		SP:Iteration 1F (3209.050000 sec): 3 clusters
  Score: Raw -110624.946491 + Penalty 2272.132488 = -108352.814003
  nChanged 87
		SP:Iteration 2F (3209.050000 sec): 3 clusters
  Score: Raw -110735.613950 + Penalty 2272.132488 = -108463.481462
  nChanged 52
		SP:Iteration 3Q (3209.050000 sec): 3 clusters
  Score: Raw -110800.164907 + Penalty 2272.132488 = -108528.032418
  nChanged 36
		SP:Iteration 4Q (3209.050000 sec): 3 clusters
  Score: Raw -110845.942388 + Penalty 2272.132488 = -108573.809900
  nChanged 27
		SP:Iteration 5Q (3209.050000 sec): 3 clusters
  Score: Raw -110884.714789 + Penalty 2272.132488 = -108612.582300
  nChanged 23
		SP:Iteration 6Q (3209.060000 sec): 3 clusters
  Score: Raw -110921.251089 + Penalty 2272.132488 = -108649.118601
  nChanged 26
		SP:Iteration 7Q (3209.060000 sec): 3 clusters
  Score: Raw -110968.194972 + Penalty 2272.132488 = -108696.062484
  nChanged 31
		SP:Iteration 8Q (3209.060000 sec): 3 clusters
  Score: Raw -111035.408620 + Penalty 2272.132488 = -108763.276131
  nChanged 28
		SP:Iteration 9Q (3209.070000 sec): 3 clusters
  Score: Raw -111087.616937 + Penalty 2272.132488 = -108815.484449
  nChanged 27
		SP:Iteration 10Q (3209.070000 sec): 3 clusters
  Score: Raw -111138.582739 + Penalty 2272.132488 = -108866.450251
  nChanged 29
		SP:Iteration 11Q (3209.070000 sec): 3 clusters
  Score: Raw -111167.092591 + Penalty 2272.132488 = -108894.960103
  nChanged 16
		SP:Iteration 12Q (3209.070000 sec): 3 clusters
  Score: Raw -111189.661189 + Penalty 2272.132488 = -108917.528700
  nChanged 7
		SP:Iteration 13Q (3209.070000 sec): 3 clusters
  Score: Raw -111198.942837 + Penalty 2272.132488 = -108926.810348
  nChanged 6
		SP:Iteration 14Q (3209.080000 sec): 3 clusters
  Score: Raw -111204.632071 + Penalty 2272.132488 = -108932.499583
  nChanged 4
		SP:Iteration 15Q (3209.080000 sec): 3 clusters
  Score: Raw -111207.860429 + Penalty 2272.132488 = -108935.727940
  nChanged 3
		SP:Iteration 16Q (3209.080000 sec): 3 clusters
  Score: Raw -111211.133714 + Penalty 2272.132488 = -108939.001226
  nChanged 3
		SP:Iteration 17Q (3209.090000 sec): 3 clusters
  Score: Raw -111213.853920 + Penalty 2272.132488 = -108941.721431
  nChanged 2
		SP:Iteration 18Q (3209.090000 sec): 3 clusters
  Score: Raw -111214.926500 + Penalty 2272.132488 = -108942.794011
  nChanged 2
		SP:Iteration 19Q (3209.090000 sec): 3 clusters
  Score: Raw -111216.447628 + Penalty 2272.132488 = -108944.315140
  nChanged 2
		SP:Iteration 20F (3209.090000 sec): 3 clusters
  Score: Raw -111220.583107 + Penalty 2272.132488 = -108948.450619
  nChanged 3
		SP:Iteration 21Q (3209.090000 sec): 3 clusters
  Score: Raw -111226.637412 + Penalty 2272.132488 = -108954.504923
  nChanged 2
		SP:Iteration 22Q (3209.090000 sec): 3 clusters
  Score: Raw -111229.533703 + Penalty 2272.132488 = -108957.401215
  nChanged 1
		SP:Iteration 23Q (3209.090000 sec): 3 clusters
  Score: Raw -111232.770598 + Penalty 2272.132488 = -108960.638110
  nChanged 4
		SP:Iteration 24Q (3209.100000 sec): 3 clusters
  Score: Raw -111236.351937 + Penalty 2272.132488 = -108964.219449
  nChanged 2
		SP:Iteration 25Q (3209.100000 sec): 3 clusters
  Score: Raw -111238.356267 + Penalty 2272.132488 = -108966.223779
  nChanged 2
		SP:Iteration 26Q (3209.100000 sec): 3 clusters
  Score: Raw -111240.557585 + Penalty 2272.132488 = -108968.425097
  nChanged 0
		SP:Iteration 27F (3209.110000 sec): 3 clusters
  Score: Raw -111240.557585 + Penalty 2272.132488 = -108968.425097
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 74 (1040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.110000 sec): 2 clusters
  Score: Raw -105487.878880 + Penalty 1128.883599 = -104358.995281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.110000 sec): 3 clusters
  Score: Raw -105175.940422 + Penalty 2257.767197 = -102918.173225
  nChanged 339
		SP:Iteration 1F (3209.120000 sec): 3 clusters
  Score: Raw -105567.510877 + Penalty 2257.767197 = -103309.743680
  nChanged 84
		SP:Iteration 2F (3209.120000 sec): 3 clusters
  Score: Raw -105683.092601 + Penalty 2257.767197 = -103425.325404
  nChanged 52
		SP:Iteration 3Q (3209.120000 sec): 3 clusters
  Score: Raw -105766.298841 + Penalty 2257.767197 = -103508.531643
  nChanged 52
		SP:Iteration 4Q (3209.130000 sec): 3 clusters
  Score: Raw -105858.694921 + Penalty 2257.767197 = -103600.927724
  nChanged 48
		SP:Iteration 5Q (3209.130000 sec): 3 clusters
  Score: Raw -105938.622354 + Penalty 2257.767197 = -103680.855157
  nChanged 29
		SP:Iteration 6Q (3209.130000 sec): 3 clusters
  Score: Raw -105978.960940 + Penalty 2257.767197 = -103721.193742
  nChanged 25
		SP:Iteration 7Q (3209.130000 sec): 3 clusters
  Score: Raw -106011.677521 + Penalty 2257.767197 = -103753.910324
  nChanged 17
		SP:Iteration 8Q (3209.130000 sec): 3 clusters
  Score: Raw -106031.492757 + Penalty 2257.767197 = -103773.725560
  nChanged 14
		SP:Iteration 9Q (3209.140000 sec): 3 clusters
  Score: Raw -106048.809658 + Penalty 2257.767197 = -103791.042461
  nChanged 10
		SP:Iteration 10Q (3209.140000 sec): 3 clusters
  Score: Raw -106060.041679 + Penalty 2257.767197 = -103802.274481
  nChanged 7
		SP:Iteration 11Q (3209.140000 sec): 3 clusters
  Score: Raw -106068.941794 + Penalty 2257.767197 = -103811.174596
  nChanged 4
		SP:Iteration 12Q (3209.140000 sec): 3 clusters
  Score: Raw -106072.680276 + Penalty 2257.767197 = -103814.913078
  nChanged 5
		SP:Iteration 13Q (3209.150000 sec): 3 clusters
  Score: Raw -106076.882673 + Penalty 2257.767197 = -103819.115475
  nChanged 2
		SP:Iteration 14Q (3209.150000 sec): 3 clusters
  Score: Raw -106079.342172 + Penalty 2257.767197 = -103821.574975
  nChanged 2
		SP:Iteration 15Q (3209.150000 sec): 3 clusters
  Score: Raw -106082.272628 + Penalty 2257.767197 = -103824.505431
  nChanged 3
		SP:Iteration 16Q (3209.150000 sec): 3 clusters
  Score: Raw -106085.560708 + Penalty 2257.767197 = -103827.793510
  nChanged 2
		SP:Iteration 17Q (3209.150000 sec): 3 clusters
  Score: Raw -106087.767570 + Penalty 2257.767197 = -103830.000373
  nChanged 2
		SP:Iteration 18Q (3209.160000 sec): 3 clusters
  Score: Raw -106089.156470 + Penalty 2257.767197 = -103831.389273
  nChanged 1
		SP:Iteration 19Q (3209.160000 sec): 3 clusters
  Score: Raw -106089.627355 + Penalty 2257.767197 = -103831.860158
  nChanged 1
		SP:Iteration 20F (3209.160000 sec): 3 clusters
  Score: Raw -106090.140847 + Penalty 2257.767197 = -103832.373649
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 75 (588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.170000 sec): 2 clusters
  Score: Raw -64237.605291 + Penalty 1036.218129 = -63201.387162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.170000 sec): 3 clusters
  Score: Raw -64155.910693 + Penalty 2072.436258 = -62083.474435
  nChanged 147
		SP:Iteration 1F (3209.170000 sec): 3 clusters
  Score: Raw -64333.639168 + Penalty 2072.436258 = -62261.202910
  nChanged 33
		SP:Iteration 2F (3209.170000 sec): 3 clusters
  Score: Raw -64397.296819 + Penalty 2072.436258 = -62324.860561
  nChanged 21
		SP:Iteration 3Q (3209.170000 sec): 3 clusters
  Score: Raw -64457.137718 + Penalty 2072.436258 = -62384.701460
  nChanged 19
		SP:Iteration 4Q (3209.170000 sec): 3 clusters
  Score: Raw -64511.150022 + Penalty 2072.436258 = -62438.713764
  nChanged 16
		SP:Iteration 5Q (3209.180000 sec): 3 clusters
  Score: Raw -64547.867810 + Penalty 2072.436258 = -62475.431552
  nChanged 9
		SP:Iteration 6Q (3209.180000 sec): 3 clusters
  Score: Raw -64560.284052 + Penalty 2072.436258 = -62487.847794
  nChanged 8
		SP:Iteration 7Q (3209.180000 sec): 3 clusters
  Score: Raw -64574.114748 + Penalty 2072.436258 = -62501.678490
  nChanged 6
		SP:Iteration 8Q (3209.180000 sec): 3 clusters
  Score: Raw -64585.456525 + Penalty 2072.436258 = -62513.020267
  nChanged 5
		SP:Iteration 9Q (3209.180000 sec): 3 clusters
  Score: Raw -64595.659545 + Penalty 2072.436258 = -62523.223287
  nChanged 11
		SP:Iteration 10Q (3209.180000 sec): 3 clusters
  Score: Raw -64618.543514 + Penalty 2072.436258 = -62546.107256
  nChanged 11
		SP:Iteration 11Q (3209.190000 sec): 3 clusters
  Score: Raw -64645.433009 + Penalty 2072.436258 = -62572.996751
  nChanged 12
		SP:Iteration 12Q (3209.190000 sec): 3 clusters
  Score: Raw -64684.741602 + Penalty 2072.436258 = -62612.305344
  nChanged 14
		SP:Iteration 13Q (3209.190000 sec): 3 clusters
  Score: Raw -64716.949082 + Penalty 2072.436258 = -62644.512824
  nChanged 9
		SP:Iteration 14Q (3209.190000 sec): 3 clusters
  Score: Raw -64740.302624 + Penalty 2072.436258 = -62667.866366
  nChanged 10
		SP:Iteration 15Q (3209.190000 sec): 3 clusters
  Score: Raw -64764.024382 + Penalty 2072.436258 = -62691.588124
  nChanged 11
		SP:Iteration 16Q (3209.190000 sec): 3 clusters
  Score: Raw -64785.810684 + Penalty 2072.436258 = -62713.374426
  nChanged 6
		SP:Iteration 17Q (3209.190000 sec): 3 clusters
  Score: Raw -64794.087472 + Penalty 2072.436258 = -62721.651214
  nChanged 3
		SP:Iteration 18Q (3209.190000 sec): 3 clusters
  Score: Raw -64805.410872 + Penalty 2072.436258 = -62732.974614
  nChanged 2
		SP:Iteration 19Q (3209.190000 sec): 3 clusters
  Score: Raw -64809.089406 + Penalty 2072.436258 = -62736.653148
  nChanged 1
		SP:Iteration 20F (3209.200000 sec): 3 clusters
  Score: Raw -64813.396461 + Penalty 2072.436258 = -62740.960203
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 76 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.200000 sec): 2 clusters
  Score: Raw -131119.601401 + Penalty 1152.947961 = -129966.653439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.210000 sec): 3 clusters
  Score: Raw -130716.406212 + Penalty 2305.895923 = -128410.510290
  nChanged 385
		SP:Iteration 1F (3209.210000 sec): 3 clusters
  Score: Raw -131068.585049 + Penalty 2305.895923 = -128762.689126
  nChanged 109
		SP:Iteration 2F (3209.210000 sec): 3 clusters
  Score: Raw -131232.516175 + Penalty 2305.895923 = -128926.620253
  nChanged 71
		SP:Iteration 3F (3209.210000 sec): 3 clusters
  Score: Raw -131353.068889 + Penalty 2305.895923 = -129047.172966
  nChanged 77
		SP:Iteration 4F (3209.220000 sec): 3 clusters
  Score: Raw -131472.512266 + Penalty 2305.895923 = -129166.616343
  nChanged 58
		SP:Iteration 5Q (3209.220000 sec): 3 clusters
  Score: Raw -131561.782858 + Penalty 2305.895923 = -129255.886935
  nChanged 61
		SP:Iteration 6F (3209.230000 sec): 3 clusters
  Score: Raw -131656.817885 + Penalty 2305.895923 = -129350.921963
  nChanged 43
		SP:Iteration 7Q (3209.230000 sec): 3 clusters
  Score: Raw -131732.222766 + Penalty 2305.895923 = -129426.326844
  nChanged 30
		SP:Iteration 8Q (3209.230000 sec): 3 clusters
  Score: Raw -131786.265652 + Penalty 2305.895923 = -129480.369730
  nChanged 27
		SP:Iteration 9Q (3209.230000 sec): 3 clusters
  Score: Raw -131835.783256 + Penalty 2305.895923 = -129529.887334
  nChanged 24
		SP:Iteration 10Q (3209.230000 sec): 3 clusters
  Score: Raw -131877.307372 + Penalty 2305.895923 = -129571.411450
  nChanged 23
		SP:Iteration 11Q (3209.240000 sec): 3 clusters
  Score: Raw -131918.522120 + Penalty 2305.895923 = -129612.626198
  nChanged 16
		SP:Iteration 12Q (3209.240000 sec): 3 clusters
  Score: Raw -131950.270061 + Penalty 2305.895923 = -129644.374138
  nChanged 21
		SP:Iteration 13Q (3209.240000 sec): 3 clusters
  Score: Raw -132001.649573 + Penalty 2305.895923 = -129695.753650
  nChanged 29
		SP:Iteration 14Q (3209.250000 sec): 3 clusters
  Score: Raw -132119.877194 + Penalty 2305.895923 = -129813.981272
  nChanged 29
		SP:Iteration 15Q (3209.250000 sec): 3 clusters
  Score: Raw -132218.482894 + Penalty 2305.895923 = -129912.586971
  nChanged 31
		SP:Iteration 16Q (3209.250000 sec): 3 clusters
  Score: Raw -132340.866066 + Penalty 2305.895923 = -130034.970144
  nChanged 32
		SP:Iteration 17Q (3209.250000 sec): 3 clusters
  Score: Raw -132431.850513 + Penalty 2305.895923 = -130125.954590
  nChanged 15
		SP:Iteration 18Q (3209.250000 sec): 3 clusters
  Score: Raw -132456.992610 + Penalty 2305.895923 = -130151.096688
  nChanged 13
		SP:Iteration 19Q (3209.260000 sec): 3 clusters
  Score: Raw -132479.153578 + Penalty 2305.895923 = -130173.257655
  nChanged 11
		SP:Iteration 20F (3209.260000 sec): 3 clusters
  Score: Raw -132500.618457 + Penalty 2305.895923 = -130194.722535
  nChanged 13
		SP:Iteration 21Q (3209.260000 sec): 3 clusters
  Score: Raw -132527.337798 + Penalty 2305.895923 = -130221.441876
  nChanged 9
		SP:Iteration 22Q (3209.270000 sec): 3 clusters
  Score: Raw -132547.954405 + Penalty 2305.895923 = -130242.058483
  nChanged 5
		SP:Iteration 23Q (3209.270000 sec): 3 clusters
  Score: Raw -132552.844277 + Penalty 2305.895923 = -130246.948354
  nChanged 7
		SP:Iteration 24Q (3209.270000 sec): 3 clusters
  Score: Raw -132559.337624 + Penalty 2305.895923 = -130253.441701
  nChanged 7
		SP:Iteration 25Q (3209.270000 sec): 3 clusters
  Score: Raw -132567.220045 + Penalty 2305.895923 = -130261.324122
  nChanged 6
		SP:Iteration 26Q (3209.270000 sec): 3 clusters
  Score: Raw -132572.177256 + Penalty 2305.895923 = -130266.281333
  nChanged 6
		SP:Iteration 27Q (3209.270000 sec): 3 clusters
  Score: Raw -132578.884514 + Penalty 2305.895923 = -130272.988592
  nChanged 2
		SP:Iteration 28Q (3209.280000 sec): 3 clusters
  Score: Raw -132579.939489 + Penalty 2305.895923 = -130274.043567
  nChanged 0
		SP:Iteration 29F (3209.280000 sec): 3 clusters
  Score: Raw -132579.939489 + Penalty 2305.895923 = -130274.043567
  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 12.42 GB.

 Trying to split cluster 77 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.300000 sec): 2 clusters
  Score: Raw -281912.982282 + Penalty 1283.552133 = -280629.430149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.310000 sec): 3 clusters
  Score: Raw -280674.048526 + Penalty 2567.104266 = -278106.944260
  nChanged 1019
		SP:Iteration 1F (3209.310000 sec): 3 clusters
  Score: Raw -281351.302523 + Penalty 2567.104266 = -278784.198257
  nChanged 214
		SP:Iteration 2F (3209.320000 sec): 3 clusters
  Score: Raw -281521.166760 + Penalty 2567.104266 = -278954.062494
  nChanged 164
		SP:Iteration 3F (3209.330000 sec): 3 clusters
  Score: Raw -281663.103113 + Penalty 2567.104266 = -279095.998847
  nChanged 121
		SP:Iteration 4Q (3209.330000 sec): 3 clusters
  Score: Raw -281773.570852 + Penalty 2567.104266 = -279206.466586
  nChanged 104
		SP:Iteration 5Q (3209.340000 sec): 3 clusters
  Score: Raw -281874.611776 + Penalty 2567.104266 = -279307.507510
  nChanged 98
		SP:Iteration 6Q (3209.350000 sec): 3 clusters
  Score: Raw -281984.070463 + Penalty 2567.104266 = -279416.966197
  nChanged 109
		SP:Iteration 7Q (3209.350000 sec): 3 clusters
  Score: Raw -282093.251116 + Penalty 2567.104266 = -279526.146850
  nChanged 98
		SP:Iteration 8Q (3209.360000 sec): 3 clusters
  Score: Raw -282181.488411 + Penalty 2567.104266 = -279614.384145
  nChanged 87
		SP:Iteration 9Q (3209.370000 sec): 3 clusters
  Score: Raw -282256.136363 + Penalty 2567.104266 = -279689.032097
  nChanged 83
		SP:Iteration 10Q (3209.370000 sec): 3 clusters
  Score: Raw -282320.907505 + Penalty 2567.104266 = -279753.803239
  nChanged 73
		SP:Iteration 11Q (3209.380000 sec): 3 clusters
  Score: Raw -282375.708904 + Penalty 2567.104266 = -279808.604638
  nChanged 71
		SP:Iteration 12Q (3209.380000 sec): 3 clusters
  Score: Raw -282435.165729 + Penalty 2567.104266 = -279868.061463
  nChanged 67
		SP:Iteration 13Q (3209.390000 sec): 3 clusters
  Score: Raw -282492.810212 + Penalty 2567.104266 = -279925.705946
  nChanged 59
		SP:Iteration 14Q (3209.390000 sec): 3 clusters
  Score: Raw -282539.242706 + Penalty 2567.104266 = -279972.138440
  nChanged 48
		SP:Iteration 15Q (3209.400000 sec): 3 clusters
  Score: Raw -282566.630292 + Penalty 2567.104266 = -279999.526026
  nChanged 38
		SP:Iteration 16Q (3209.410000 sec): 3 clusters
  Score: Raw -282588.266716 + Penalty 2567.104266 = -280021.162450
  nChanged 28
		SP:Iteration 17Q (3209.410000 sec): 3 clusters
  Score: Raw -282607.511703 + Penalty 2567.104266 = -280040.407437
  nChanged 28
		SP:Iteration 18Q (3209.420000 sec): 3 clusters
  Score: Raw -282622.681780 + Penalty 2567.104266 = -280055.577514
  nChanged 17
		SP:Iteration 19Q (3209.430000 sec): 3 clusters
  Score: Raw -282632.108776 + Penalty 2567.104266 = -280065.004510
  nChanged 13
		SP:Iteration 20F (3209.430000 sec): 3 clusters
  Score: Raw -282637.980259 + Penalty 2567.104266 = -280070.875993
  nChanged 8
		SP:Iteration 21Q (3209.440000 sec): 3 clusters
  Score: Raw -282640.594032 + Penalty 2567.104266 = -280073.489766
  nChanged 3
		SP:Iteration 22Q (3209.450000 sec): 3 clusters
  Score: Raw -282641.605054 + Penalty 2567.104266 = -280074.500788
  nChanged 1
		SP:Iteration 23Q (3209.450000 sec): 3 clusters
  Score: Raw -282641.912489 + Penalty 2567.104266 = -280074.808223
  nChanged 2
		SP:Iteration 24Q (3209.460000 sec): 3 clusters
  Score: Raw -282642.810702 + Penalty 2567.104266 = -280075.706436
  nChanged 2
		SP:Iteration 25Q (3209.460000 sec): 3 clusters
  Score: Raw -282643.518117 + Penalty 2567.104266 = -280076.413851
  nChanged 1
		SP:Iteration 26Q (3209.470000 sec): 3 clusters
  Score: Raw -282643.922981 + Penalty 2567.104266 = -280076.818715
  nChanged 2
		SP:Iteration 27Q (3209.470000 sec): 3 clusters
  Score: Raw -282644.723422 + Penalty 2567.104266 = -280077.619156
  nChanged 1
		SP:Iteration 28Q (3209.480000 sec): 3 clusters
  Score: Raw -282645.602652 + Penalty 2567.104266 = -280078.498386
  nChanged 3
		SP:Iteration 29Q (3209.490000 sec): 3 clusters
  Score: Raw -282647.247834 + Penalty 2567.104266 = -280080.143568
  nChanged 5
		SP:Iteration 30Q (3209.490000 sec): 3 clusters
  Score: Raw -282650.019191 + Penalty 2567.104266 = -280082.914925
  nChanged 6
		SP:Iteration 31Q (3209.500000 sec): 3 clusters
  Score: Raw -282652.605347 + Penalty 2567.104266 = -280085.501081
  nChanged 2
		SP:Iteration 32Q (3209.510000 sec): 3 clusters
  Score: Raw -282653.807952 + Penalty 2567.104266 = -280086.703686
  nChanged 1
		SP:Iteration 33Q (3209.510000 sec): 3 clusters
  Score: Raw -282654.029787 + Penalty 2567.104266 = -280086.925521
  nChanged 0
		SP:Iteration 34F (3209.520000 sec): 3 clusters
  Score: Raw -282654.029787 + Penalty 2567.104266 = -280086.925521
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 78 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.520000 sec): 2 clusters
  Score: Raw -14191.135294 + Penalty 793.455312 = -13397.679982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.520000 sec): 3 clusters
  Score: Raw -14410.458377 + Penalty 1586.910625 = -12823.547753
  nChanged 17
		SP:Iteration 1F (3209.530000 sec): 3 clusters
  Score: Raw -14496.676705 + Penalty 1586.910625 = -12909.766080
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 79 (7632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3209.550000 sec): 2 clusters
  Score: Raw -810201.128026 + Penalty 1452.767097 = -808748.360929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3209.570000 sec): 3 clusters
  Score: Raw -805948.817753 + Penalty 2905.534194 = -803043.283559
  nChanged 3263
		SP:Iteration 1F (3209.590000 sec): 3 clusters
  Score: Raw -807809.490069 + Penalty 2905.534194 = -804903.955875
  nChanged 575
		SP:Iteration 2F (3209.610000 sec): 3 clusters
  Score: Raw -808181.014921 + Penalty 2905.534194 = -805275.480727
  nChanged 494
		SP:Iteration 3F (3209.630000 sec): 3 clusters
  Score: Raw -808521.036737 + Penalty 2905.534194 = -805615.502543
  nChanged 467
		SP:Iteration 4F (3209.650000 sec): 3 clusters
  Score: Raw -808864.066982 + Penalty 2905.534194 = -805958.532787
  nChanged 448
		SP:Iteration 5F (3209.670000 sec): 3 clusters
  Score: Raw -809205.154582 + Penalty 2905.534194 = -806299.620388
  nChanged 411
		SP:Iteration 6F (3209.690000 sec): 3 clusters
  Score: Raw -809493.020692 + Penalty 2905.534194 = -806587.486498
  nChanged 359
		SP:Iteration 7Q (3209.710000 sec): 3 clusters
  Score: Raw -809710.631521 + Penalty 2905.534194 = -806805.097327
  nChanged 296
		SP:Iteration 8Q (3209.720000 sec): 3 clusters
  Score: Raw -809870.792621 + Penalty 2905.534194 = -806965.258427
  nChanged 229
		SP:Iteration 9Q (3209.740000 sec): 3 clusters
  Score: Raw -809981.888980 + Penalty 2905.534194 = -807076.354786
  nChanged 200
		SP:Iteration 10Q (3209.760000 sec): 3 clusters
  Score: Raw -810075.282569 + Penalty 2905.534194 = -807169.748375
  nChanged 167
		SP:Iteration 11Q (3209.780000 sec): 3 clusters
  Score: Raw -810149.669088 + Penalty 2905.534194 = -807244.134894
  nChanged 145
		SP:Iteration 12Q (3209.800000 sec): 3 clusters
  Score: Raw -810218.286871 + Penalty 2905.534194 = -807312.752677
  nChanged 136
		SP:Iteration 13Q (3209.820000 sec): 3 clusters
  Score: Raw -810277.169395 + Penalty 2905.534194 = -807371.635200
  nChanged 121
		SP:Iteration 14Q (3209.830000 sec): 3 clusters
  Score: Raw -810327.353996 + Penalty 2905.534194 = -807421.819802
  nChanged 101
		SP:Iteration 15Q (3209.850000 sec): 3 clusters
  Score: Raw -810374.009641 + Penalty 2905.534194 = -807468.475446
  nChanged 97
		SP:Iteration 16Q (3209.870000 sec): 3 clusters
  Score: Raw -810419.051109 + Penalty 2905.534194 = -807513.516914
  nChanged 91
		SP:Iteration 17Q (3209.890000 sec): 3 clusters
  Score: Raw -810460.577109 + Penalty 2905.534194 = -807555.042915
  nChanged 92
		SP:Iteration 18Q (3209.910000 sec): 3 clusters
  Score: Raw -810508.660315 + Penalty 2905.534194 = -807603.126121
  nChanged 81
		SP:Iteration 19Q (3209.930000 sec): 3 clusters
  Score: Raw -810548.375325 + Penalty 2905.534194 = -807642.841131
  nChanged 75
		SP:Iteration 20F (3209.950000 sec): 3 clusters
  Score: Raw -810589.848611 + Penalty 2905.534194 = -807684.314417
  nChanged 74
		SP:Iteration 21Q (3209.960000 sec): 3 clusters
  Score: Raw -810630.482927 + Penalty 2905.534194 = -807724.948732
  nChanged 62
		SP:Iteration 22Q (3209.980000 sec): 3 clusters
  Score: Raw -810666.093665 + Penalty 2905.534194 = -807760.559470
  nChanged 51
		SP:Iteration 23Q (3210.000000 sec): 3 clusters
  Score: Raw -810699.470589 + Penalty 2905.534194 = -807793.936394
  nChanged 46
		SP:Iteration 24Q (3210.010000 sec): 3 clusters
  Score: Raw -810726.596307 + Penalty 2905.534194 = -807821.062113
  nChanged 31
		SP:Iteration 25Q (3210.030000 sec): 3 clusters
  Score: Raw -810743.381346 + Penalty 2905.534194 = -807837.847151
  nChanged 24
		SP:Iteration 26Q (3210.050000 sec): 3 clusters
  Score: Raw -810754.014550 + Penalty 2905.534194 = -807848.480355
  nChanged 21
		SP:Iteration 27Q (3210.060000 sec): 3 clusters
  Score: Raw -810762.622423 + Penalty 2905.534194 = -807857.088228
  nChanged 21
		SP:Iteration 28Q (3210.080000 sec): 3 clusters
  Score: Raw -810771.514469 + Penalty 2905.534194 = -807865.980275
  nChanged 23
		SP:Iteration 29Q (3210.090000 sec): 3 clusters
  Score: Raw -810780.525517 + Penalty 2905.534194 = -807874.991322
  nChanged 14
		SP:Iteration 30Q (3210.110000 sec): 3 clusters
  Score: Raw -810786.082450 + Penalty 2905.534194 = -807880.548256
  nChanged 11
		SP:Iteration 31Q (3210.130000 sec): 3 clusters
  Score: Raw -810790.164526 + Penalty 2905.534194 = -807884.630331
  nChanged 13
		SP:Iteration 32Q (3210.140000 sec): 3 clusters
  Score: Raw -810795.365212 + Penalty 2905.534194 = -807889.831018
  nChanged 14
		SP:Iteration 33Q (3210.160000 sec): 3 clusters
  Score: Raw -810803.187596 + Penalty 2905.534194 = -807897.653402
  nChanged 8
		SP:Iteration 34Q (3210.170000 sec): 3 clusters
  Score: Raw -810807.508889 + Penalty 2905.534194 = -807901.974695
  nChanged 11
		SP:Iteration 35Q (3210.190000 sec): 3 clusters
  Score: Raw -810814.418471 + Penalty 2905.534194 = -807908.884276
  nChanged 14
		SP:Iteration 36Q (3210.210000 sec): 3 clusters
  Score: Raw -810821.282471 + Penalty 2905.534194 = -807915.748277
  nChanged 13
		SP:Iteration 37Q (3210.220000 sec): 3 clusters
  Score: Raw -810827.349598 + Penalty 2905.534194 = -807921.815404
  nChanged 6
		SP:Iteration 38Q (3210.230000 sec): 3 clusters
  Score: Raw -810830.674506 + Penalty 2905.534194 = -807925.140312
  nChanged 2
		SP:Iteration 39Q (3210.250000 sec): 3 clusters
  Score: Raw -810831.229301 + Penalty 2905.534194 = -807925.695107
  nChanged 0
		SP:Iteration 40F (3210.270000 sec): 3 clusters
  Score: Raw -810831.229301 + Penalty 2905.534194 = -807925.695107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 80 (1458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3210.280000 sec): 2 clusters
  Score: Raw -141849.031481 + Penalty 1183.783398 = -140665.248083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3210.280000 sec): 3 clusters
  Score: Raw -141416.375291 + Penalty 2367.566797 = -139048.808495
  nChanged 518
		SP:Iteration 1F (3210.290000 sec): 3 clusters
  Score: Raw -142772.229975 + Penalty 2367.566797 = -140404.663178
  nChanged 187
		SP:Iteration 2F (3210.290000 sec): 3 clusters
  Score: Raw -143409.602607 + Penalty 2367.566797 = -141042.035811
  nChanged 114
		SP:Iteration 3F (3210.290000 sec): 3 clusters
  Score: Raw -143756.831952 + Penalty 2367.566797 = -141389.265156
  nChanged 81
		SP:Iteration 4F (3210.300000 sec): 3 clusters
  Score: Raw -143984.140631 + Penalty 2367.566797 = -141616.573834
  nChanged 69
		SP:Iteration 5Q (3210.300000 sec): 3 clusters
  Score: Raw -144146.707592 + Penalty 2367.566797 = -141779.140796
  nChanged 64
		SP:Iteration 6Q (3210.310000 sec): 3 clusters
  Score: Raw -144327.799765 + Penalty 2367.566797 = -141960.232968
  nChanged 44
		SP:Iteration 7Q (3210.310000 sec): 3 clusters
  Score: Raw -144433.947612 + Penalty 2367.566797 = -142066.380815
  nChanged 24
		SP:Iteration 8Q (3210.310000 sec): 3 clusters
  Score: Raw -144468.404849 + Penalty 2367.566797 = -142100.838052
  nChanged 12
		SP:Iteration 9Q (3210.310000 sec): 3 clusters
  Score: Raw -144479.493590 + Penalty 2367.566797 = -142111.926794
  nChanged 11
		SP:Iteration 10Q (3210.310000 sec): 3 clusters
  Score: Raw -144491.505513 + Penalty 2367.566797 = -142123.938717
  nChanged 8
		SP:Iteration 11Q (3210.320000 sec): 3 clusters
  Score: Raw -144501.565649 + Penalty 2367.566797 = -142133.998853
  nChanged 9
		SP:Iteration 12Q (3210.320000 sec): 3 clusters
  Score: Raw -144510.492147 + Penalty 2367.566797 = -142142.925350
  nChanged 6
		SP:Iteration 13Q (3210.320000 sec): 3 clusters
  Score: Raw -144520.787008 + Penalty 2367.566797 = -142153.220212
  nChanged 10
		SP:Iteration 14Q (3210.330000 sec): 3 clusters
  Score: Raw -144540.254908 + Penalty 2367.566797 = -142172.688111
  nChanged 11
		SP:Iteration 15Q (3210.330000 sec): 3 clusters
  Score: Raw -144557.931973 + Penalty 2367.566797 = -142190.365176
  nChanged 5
		SP:Iteration 16Q (3210.330000 sec): 3 clusters
  Score: Raw -144569.052723 + Penalty 2367.566797 = -142201.485926
  nChanged 8
		SP:Iteration 17Q (3210.330000 sec): 3 clusters
  Score: Raw -144589.579836 + Penalty 2367.566797 = -142222.013039
  nChanged 7
		SP:Iteration 18Q (3210.340000 sec): 3 clusters
  Score: Raw -144604.483178 + Penalty 2367.566797 = -142236.916381
  nChanged 5
		SP:Iteration 19Q (3210.340000 sec): 3 clusters
  Score: Raw -144611.445035 + Penalty 2367.566797 = -142243.878238
  nChanged 4
		SP:Iteration 20F (3210.340000 sec): 3 clusters
  Score: Raw -144629.181593 + Penalty 2367.566797 = -142261.614797
  nChanged 5
		SP:Iteration 21Q (3210.350000 sec): 3 clusters
  Score: Raw -144638.454596 + Penalty 2367.566797 = -142270.887799
  nChanged 1
		SP:Iteration 22Q (3210.350000 sec): 3 clusters
  Score: Raw -144638.734409 + Penalty 2367.566797 = -142271.167612
  nChanged 0
		SP:Iteration 23F (3210.350000 sec): 3 clusters
  Score: Raw -144638.734409 + Penalty 2367.566797 = -142271.167612
  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 12.42 GB.

 Trying to split cluster 81 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3210.360000 sec): 2 clusters
  Score: Raw -60202.355020 + Penalty 1020.259731 = -59182.095288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3210.360000 sec): 3 clusters
  Score: Raw -60103.266983 + Penalty 2040.519463 = -58062.747520
  nChanged 114
		SP:Iteration 1F (3210.360000 sec): 3 clusters
  Score: Raw -60261.453819 + Penalty 2040.519463 = -58220.934357
  nChanged 39
		SP:Iteration 2F (3210.370000 sec): 3 clusters
  Score: Raw -60321.314653 + Penalty 2040.519463 = -58280.795190
  nChanged 15
		SP:Iteration 3Q (3210.370000 sec): 3 clusters
  Score: Raw -60345.071764 + Penalty 2040.519463 = -58304.552301
  nChanged 10
		SP:Iteration 4Q (3210.370000 sec): 3 clusters
  Score: Raw -60360.290854 + Penalty 2040.519463 = -58319.771391
  nChanged 7
		SP:Iteration 5Q (3210.370000 sec): 3 clusters
  Score: Raw -60367.205094 + Penalty 2040.519463 = -58326.685631
  nChanged 4
		SP:Iteration 6Q (3210.370000 sec): 3 clusters
  Score: Raw -60376.715202 + Penalty 2040.519463 = -58336.195739
  nChanged 5
		SP:Iteration 7Q (3210.370000 sec): 3 clusters
  Score: Raw -60386.117873 + Penalty 2040.519463 = -58345.598410
  nChanged 2
		SP:Iteration 8Q (3210.370000 sec): 3 clusters
  Score: Raw -60389.498119 + Penalty 2040.519463 = -58348.978656
  nChanged 2
		SP:Iteration 9Q (3210.370000 sec): 3 clusters
  Score: Raw -60392.053279 + Penalty 2040.519463 = -58351.533816
  nChanged 1
		SP:Iteration 10Q (3210.370000 sec): 3 clusters
  Score: Raw -60392.866711 + Penalty 2040.519463 = -58352.347248
  nChanged 0
		SP:Iteration 11F (3210.380000 sec): 3 clusters
  Score: Raw -60392.866711 + Penalty 2040.519463 = -58352.347248
  nChanged 0
Deleting Class 86 (518 points): Lose 2275.079584 but Gain 2297.472980
Iteration 179Q (3226.080000 sec): 90 clusters
  Score: Raw -156198879.725906 + Penalty 204475.095205 = -155994404.630701
  nChanged 10839
Iteration 180F (3334.970000 sec): 90 clusters
  Score: Raw -156204295.972974 + Penalty 204475.095205 = -155999820.877769
  nChanged 7235
Iteration 181Q (3347.860000 sec): 90 clusters
  Score: Raw -156205926.576019 + Penalty 204475.095205 = -156001451.480814
  nChanged 4125
Iteration 182Q (3360.410000 sec): 90 clusters
  Score: Raw -156206627.211112 + Penalty 204475.095205 = -156002152.115907
  nChanged 2843
Iteration 183Q (3372.920000 sec): 90 clusters
  Score: Raw -156207021.246823 + Penalty 204475.095205 = -156002546.151618
  nChanged 1973
Iteration 184Q (3385.410000 sec): 90 clusters
  Score: Raw -156207262.025062 + Penalty 204475.095205 = -156002786.929856
  nChanged 1557
Iteration 185Q (3397.760000 sec): 90 clusters
  Score: Raw -156207412.498503 + Penalty 204475.095205 = -156002937.403298
  nChanged 1226
Iteration 186Q (3410.050000 sec): 90 clusters
  Score: Raw -156207517.760078 + Penalty 204475.095205 = -156003042.664873
  nChanged 978
Iteration 187Q (3422.300000 sec): 90 clusters
  Score: Raw -156207591.528373 + Penalty 204475.095205 = -156003116.433168
  nChanged 839
Iteration 188Q (3434.350000 sec): 90 clusters
  Score: Raw -156207670.187274 + Penalty 204475.095205 = -156003195.092069
  nChanged 688
Iteration 189Q (3446.360000 sec): 90 clusters
  Score: Raw -156207725.355972 + Penalty 204475.095205 = -156003250.260767
  nChanged 552
Iteration 190Q (3458.330000 sec): 90 clusters
  Score: Raw -156207764.534710 + Penalty 204475.095205 = -156003289.439505
  nChanged 507
Iteration 191Q (3470.310000 sec): 90 clusters
  Score: Raw -156207795.701976 + Penalty 204475.095205 = -156003320.606771
  nChanged 434
Iteration 192Q (3482.290000 sec): 90 clusters
  Score: Raw -156207819.369074 + Penalty 204475.095205 = -156003344.273869
  nChanged 369
Iteration 193Q (3494.320000 sec): 90 clusters
  Score: Raw -156207839.720235 + Penalty 204475.095205 = -156003364.625030
  nChanged 337
Iteration 194Q (3506.480000 sec): 90 clusters
  Score: Raw -156207856.773292 + Penalty 204475.095205 = -156003381.678087
  nChanged 292
Iteration 195Q (3518.610000 sec): 90 clusters
  Score: Raw -156207875.125139 + Penalty 204475.095205 = -156003400.029934
  nChanged 266
Iteration 196Q (3530.760000 sec): 90 clusters
  Score: Raw -156207887.568798 + Penalty 204475.095205 = -156003412.473593
  nChanged 197
Iteration 197Q (3542.980000 sec): 90 clusters
  Score: Raw -156207896.779669 + Penalty 204475.095205 = -156003421.684464
  nChanged 158
Iteration 198Q (3555.280000 sec): 90 clusters
  Score: Raw -156207904.066859 + Penalty 204475.095205 = -156003428.971654
  nChanged 125
Iteration 199Q (3567.610000 sec): 90 clusters
  Score: Raw -156207911.298582 + Penalty 204475.095205 = -156003436.203377
  nChanged 95
Iteration 200F (3676.860000 sec): 90 clusters
  Score: Raw -156208090.294289 + Penalty 204475.095205 = -156003615.199084
  nChanged 93
Iteration 201Q (3689.330000 sec): 90 clusters
  Score: Raw -156208187.362426 + Penalty 204475.095205 = -156003712.267221
  nChanged 75
Iteration 202Q (3701.730000 sec): 90 clusters
  Score: Raw -156208197.484973 + Penalty 204475.095205 = -156003722.389768
  nChanged 66
Iteration 203Q (3714.110000 sec): 90 clusters
  Score: Raw -156208205.279483 + Penalty 204475.095205 = -156003730.184278
  nChanged 62
Iteration 204Q (3726.390000 sec): 90 clusters
  Score: Raw -156208208.624545 + Penalty 204475.095205 = -156003733.529339
  nChanged 67
Iteration 205Q (3738.650000 sec): 90 clusters
  Score: Raw -156208212.573491 + Penalty 204475.095205 = -156003737.478285
  nChanged 72
Iteration 206Q (3750.880000 sec): 90 clusters
  Score: Raw -156208216.260797 + Penalty 204475.095205 = -156003741.165592
  nChanged 71
Iteration 207Q (3763.200000 sec): 90 clusters
  Score: Raw -156208218.887254 + Penalty 204475.095205 = -156003743.792049
  nChanged 54
Iteration 208Q (3775.490000 sec): 90 clusters
  Score: Raw -156208220.761006 + Penalty 204475.095205 = -156003745.665801
  nChanged 32
Iteration 209Q (3787.750000 sec): 90 clusters
  Score: Raw -156208221.972427 + Penalty 204475.095205 = -156003746.877222
  nChanged 38
Iteration 210Q (3799.650000 sec): 90 clusters
  Score: Raw -156208223.526015 + Penalty 204475.095205 = -156003748.430810
  nChanged 41
Iteration 211Q (3811.390000 sec): 90 clusters
  Score: Raw -156208225.400348 + Penalty 204475.095205 = -156003750.305143
  nChanged 43
Iteration 212Q (3823.190000 sec): 90 clusters
  Score: Raw -156208226.954351 + Penalty 204475.095205 = -156003751.859146
  nChanged 39
Iteration 213Q (3835.160000 sec): 90 clusters
  Score: Raw -156208228.450003 + Penalty 204475.095205 = -156003753.354798
  nChanged 41
Iteration 214Q (3847.010000 sec): 90 clusters
  Score: Raw -156208230.798338 + Penalty 204475.095205 = -156003755.703133
  nChanged 40
Iteration 215Q (3858.940000 sec): 90 clusters
  Score: Raw -156208232.854598 + Penalty 204475.095205 = -156003757.759393
  nChanged 34
Iteration 216Q (3870.780000 sec): 90 clusters
  Score: Raw -156208234.877912 + Penalty 204475.095205 = -156003759.782707
  nChanged 34
Iteration 217Q (3882.680000 sec): 90 clusters
  Score: Raw -156208237.174600 + Penalty 204475.095205 = -156003762.079395
  nChanged 42
Iteration 218Q (3895.030000 sec): 90 clusters
  Score: Raw -156208240.228958 + Penalty 204475.095205 = -156003765.133753
  nChanged 36
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -156208240.228958 + Penalty 204475.095205 = -156003765.133753
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3895.290000 sec): 2 clusters
  Score: Raw -149183.740629 + Penalty 1180.291063 = -148003.449566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3895.290000 sec): 3 clusters
  Score: Raw -148636.499473 + Penalty 2360.582126 = -146275.917347
  nChanged 470
		SP:Iteration 1F (3895.300000 sec): 3 clusters
  Score: Raw -149021.585100 + Penalty 2360.582126 = -146661.002974
  nChanged 128
		SP:Iteration 2F (3895.300000 sec): 3 clusters
  Score: Raw -149189.006971 + Penalty 2360.582126 = -146828.424845
  nChanged 98
		SP:Iteration 3F (3895.310000 sec): 3 clusters
  Score: Raw -149339.182519 + Penalty 2360.582126 = -146978.600393
  nChanged 97
		SP:Iteration 4F (3895.310000 sec): 3 clusters
  Score: Raw -149474.369099 + Penalty 2360.582126 = -147113.786973
  nChanged 72
		SP:Iteration 5F (3895.310000 sec): 3 clusters
  Score: Raw -149579.799702 + Penalty 2360.582126 = -147219.217576
  nChanged 64
		SP:Iteration 6Q (3895.320000 sec): 3 clusters
  Score: Raw -149654.515786 + Penalty 2360.582126 = -147293.933660
  nChanged 53
		SP:Iteration 7Q (3895.320000 sec): 3 clusters
  Score: Raw -149714.330709 + Penalty 2360.582126 = -147353.748584
  nChanged 25
		SP:Iteration 8Q (3895.330000 sec): 3 clusters
  Score: Raw -149740.757344 + Penalty 2360.582126 = -147380.175219
  nChanged 14
		SP:Iteration 9Q (3895.330000 sec): 3 clusters
  Score: Raw -149757.691126 + Penalty 2360.582126 = -147397.109001
  nChanged 15
		SP:Iteration 10Q (3895.340000 sec): 3 clusters
  Score: Raw -149770.090491 + Penalty 2360.582126 = -147409.508365
  nChanged 10
		SP:Iteration 11Q (3895.340000 sec): 3 clusters
  Score: Raw -149778.277930 + Penalty 2360.582126 = -147417.695804
  nChanged 10
		SP:Iteration 12Q (3895.350000 sec): 3 clusters
  Score: Raw -149784.423326 + Penalty 2360.582126 = -147423.841201
  nChanged 3
		SP:Iteration 13Q (3895.350000 sec): 3 clusters
  Score: Raw -149786.704033 + Penalty 2360.582126 = -147426.121908
  nChanged 5
		SP:Iteration 14Q (3895.350000 sec): 3 clusters
  Score: Raw -149792.051136 + Penalty 2360.582126 = -147431.469011
  nChanged 9
		SP:Iteration 15Q (3895.350000 sec): 3 clusters
  Score: Raw -149797.682818 + Penalty 2360.582126 = -147437.100692
  nChanged 5
		SP:Iteration 16Q (3895.360000 sec): 3 clusters
  Score: Raw -149801.205776 + Penalty 2360.582126 = -147440.623651
  nChanged 4
		SP:Iteration 17Q (3895.360000 sec): 3 clusters
  Score: Raw -149803.963534 + Penalty 2360.582126 = -147443.381408
  nChanged 5
		SP:Iteration 18Q (3895.370000 sec): 3 clusters
  Score: Raw -149805.825062 + Penalty 2360.582126 = -147445.242936
  nChanged 4
		SP:Iteration 19Q (3895.370000 sec): 3 clusters
  Score: Raw -149807.513442 + Penalty 2360.582126 = -147446.931316
  nChanged 4
		SP:Iteration 20F (3895.370000 sec): 3 clusters
  Score: Raw -149809.173880 + Penalty 2360.582126 = -147448.591754
  nChanged 2
		SP:Iteration 21Q (3895.370000 sec): 3 clusters
  Score: Raw -149809.878869 + Penalty 2360.582126 = -147449.296743
  nChanged 1
		SP:Iteration 22Q (3895.380000 sec): 3 clusters
  Score: Raw -149810.294613 + Penalty 2360.582126 = -147449.712487
  nChanged 2
		SP:Iteration 23Q (3895.380000 sec): 3 clusters
  Score: Raw -149811.443751 + Penalty 2360.582126 = -147450.861626
  nChanged 3
		SP:Iteration 24Q (3895.390000 sec): 3 clusters
  Score: Raw -149813.309743 + Penalty 2360.582126 = -147452.727618
  nChanged 1
		SP:Iteration 25Q (3895.390000 sec): 3 clusters
  Score: Raw -149813.904811 + Penalty 2360.582126 = -147453.322685
  nChanged 0
		SP:Iteration 26F (3895.390000 sec): 3 clusters
  Score: Raw -149813.904811 + Penalty 2360.582126 = -147453.322685
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (69639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3895.680000 sec): 2 clusters
  Score: Raw -8203160.340508 + Penalty 1812.050506 = -8201348.290002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3895.900000 sec): 3 clusters
  Score: Raw -8158563.758901 + Penalty 3624.101011 = -8154939.657890
  nChanged 32941
		SP:Iteration 1F (3896.150000 sec): 3 clusters
  Score: Raw -8176995.387880 + Penalty 3624.101011 = -8173371.286869
  nChanged 2320
		SP:Iteration 2Q (3896.380000 sec): 3 clusters
  Score: Raw -8177607.213152 + Penalty 3624.101011 = -8173983.112141
  nChanged 2499
		SP:Iteration 3Q (3896.590000 sec): 3 clusters
  Score: Raw -8178418.437872 + Penalty 3624.101011 = -8174794.336861
  nChanged 2755
		SP:Iteration 4Q (3896.830000 sec): 3 clusters
  Score: Raw -8179558.182684 + Penalty 3624.101011 = -8175934.081673
  nChanged 3343
		SP:Iteration 5Q (3897.070000 sec): 3 clusters
  Score: Raw -8181357.005055 + Penalty 3624.101011 = -8177732.904044
  nChanged 4121
		SP:Iteration 6F (3897.250000 sec): 3 clusters
  Score: Raw -8184135.081681 + Penalty 3624.101011 = -8180510.980669
  nChanged 5062
		SP:Iteration 7F (3897.430000 sec): 3 clusters
  Score: Raw -8188228.713028 + Penalty 3624.101011 = -8184604.612017
  nChanged 5395
		SP:Iteration 8F (3897.610000 sec): 3 clusters
  Score: Raw -8193131.207935 + Penalty 3624.101011 = -8189507.106923
  nChanged 4844
		SP:Iteration 9F (3897.790000 sec): 3 clusters
  Score: Raw -8197694.662567 + Penalty 3624.101011 = -8194070.561556
  nChanged 3217
		SP:Iteration 10Q (3897.950000 sec): 3 clusters
  Score: Raw -8200599.873184 + Penalty 3624.101011 = -8196975.772173
  nChanged 1725
		SP:Iteration 11Q (3898.110000 sec): 3 clusters
  Score: Raw -8202041.052562 + Penalty 3624.101011 = -8198416.951551
  nChanged 881
		SP:Iteration 12Q (3898.250000 sec): 3 clusters
  Score: Raw -8202699.011434 + Penalty 3624.101011 = -8199074.910423
  nChanged 430
		SP:Iteration 13Q (3898.380000 sec): 3 clusters
  Score: Raw -8203005.188563 + Penalty 3624.101011 = -8199381.087552
  nChanged 240
		SP:Iteration 14Q (3898.510000 sec): 3 clusters
  Score: Raw -8203179.911360 + Penalty 3624.101011 = -8199555.810349
  nChanged 129
		SP:Iteration 15Q (3898.640000 sec): 3 clusters
  Score: Raw -8203270.280999 + Penalty 3624.101011 = -8199646.179988
  nChanged 85
		SP:Iteration 16Q (3898.760000 sec): 3 clusters
  Score: Raw -8203327.098314 + Penalty 3624.101011 = -8199702.997303
  nChanged 47
		SP:Iteration 17Q (3898.890000 sec): 3 clusters
  Score: Raw -8203355.126394 + Penalty 3624.101011 = -8199731.025383
  nChanged 35
		SP:Iteration 18Q (3899.010000 sec): 3 clusters
  Score: Raw -8203375.911121 + Penalty 3624.101011 = -8199751.810110
  nChanged 26
		SP:Iteration 19Q (3899.130000 sec): 3 clusters
  Score: Raw -8203392.025534 + Penalty 3624.101011 = -8199767.924522
  nChanged 14
		SP:Iteration 20F (3899.310000 sec): 3 clusters
  Score: Raw -8203398.891934 + Penalty 3624.101011 = -8199774.790923
  nChanged 4
		SP:Iteration 21Q (3899.440000 sec): 3 clusters
  Score: Raw -8203402.632731 + Penalty 3624.101011 = -8199778.531720
  nChanged 9
		SP:Iteration 22Q (3899.560000 sec): 3 clusters
  Score: Raw -8203408.322677 + Penalty 3624.101011 = -8199784.221666
  nChanged 9
		SP:Iteration 23Q (3899.690000 sec): 3 clusters
  Score: Raw -8203413.105655 + Penalty 3624.101011 = -8199789.004644
  nChanged 7
		SP:Iteration 24Q (3899.810000 sec): 3 clusters
  Score: Raw -8203417.504531 + Penalty 3624.101011 = -8199793.403519
  nChanged 3
		SP:Iteration 25Q (3899.940000 sec): 3 clusters
  Score: Raw -8203419.750399 + Penalty 3624.101011 = -8199795.649388
  nChanged 5
		SP:Iteration 26Q (3900.060000 sec): 3 clusters
  Score: Raw -8203422.244279 + Penalty 3624.101011 = -8199798.143267
  nChanged 5
		SP:Iteration 27Q (3900.190000 sec): 3 clusters
  Score: Raw -8203424.681588 + Penalty 3624.101011 = -8199800.580576
  nChanged 3
		SP:Iteration 28Q (3900.340000 sec): 3 clusters
  Score: Raw -8203426.206469 + Penalty 3624.101011 = -8199802.105458
  nChanged 1
		SP:Iteration 29Q (3900.470000 sec): 3 clusters
  Score: Raw -8203428.286532 + Penalty 3624.101011 = -8199804.185520
  nChanged 3
		SP:Iteration 30Q (3900.590000 sec): 3 clusters
  Score: Raw -8203432.139334 + Penalty 3624.101011 = -8199808.038323
  nChanged 2
		SP:Iteration 31Q (3900.710000 sec): 3 clusters
  Score: Raw -8203433.954396 + Penalty 3624.101011 = -8199809.853385
  nChanged 1
		SP:Iteration 32Q (3900.830000 sec): 3 clusters
  Score: Raw -8203435.848416 + Penalty 3624.101011 = -8199811.747405
  nChanged 1
		SP:Iteration 33Q (3900.950000 sec): 3 clusters
  Score: Raw -8203438.022958 + Penalty 3624.101011 = -8199813.921946
  nChanged 0
		SP:Iteration 34F (3901.140000 sec): 3 clusters
  Score: Raw -8203438.022958 + Penalty 3624.101011 = -8199813.921946
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (50126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3901.290000 sec): 2 clusters
  Score: Raw -5966861.334017 + Penalty 1758.622956 = -5965102.711061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3901.430000 sec): 3 clusters
  Score: Raw -5935156.414276 + Penalty 3517.245912 = -5931639.168363
  nChanged 23600
		SP:Iteration 1F (3901.560000 sec): 3 clusters
  Score: Raw -5948070.948010 + Penalty 3517.245912 = -5944553.702098
  nChanged 1995
		SP:Iteration 2Q (3901.690000 sec): 3 clusters
  Score: Raw -5948638.947732 + Penalty 3517.245912 = -5945121.701820
  nChanged 2237
		SP:Iteration 3Q (3901.830000 sec): 3 clusters
  Score: Raw -5949468.126078 + Penalty 3517.245912 = -5945950.880166
  nChanged 2717
		SP:Iteration 4F (3901.960000 sec): 3 clusters
  Score: Raw -5950771.954463 + Penalty 3517.245912 = -5947254.708551
  nChanged 3333
		SP:Iteration 5F (3902.100000 sec): 3 clusters
  Score: Raw -5952832.491207 + Penalty 3517.245912 = -5949315.245295
  nChanged 3911
		SP:Iteration 6F (3902.220000 sec): 3 clusters
  Score: Raw -5955841.633689 + Penalty 3517.245912 = -5952324.387777
  nChanged 4092
		SP:Iteration 7F (3902.360000 sec): 3 clusters
  Score: Raw -5959543.317654 + Penalty 3517.245912 = -5956026.071742
  nChanged 3477
		SP:Iteration 8F (3902.490000 sec): 3 clusters
  Score: Raw -5962996.131236 + Penalty 3517.245912 = -5959478.885324
  nChanged 2282
		SP:Iteration 9Q (3902.630000 sec): 3 clusters
  Score: Raw -5965342.979446 + Penalty 3517.245912 = -5961825.733533
  nChanged 1082
		SP:Iteration 10Q (3902.750000 sec): 3 clusters
  Score: Raw -5966423.630318 + Penalty 3517.245912 = -5962906.384405
  nChanged 358
		SP:Iteration 11Q (3902.860000 sec): 3 clusters
  Score: Raw -5966783.516144 + Penalty 3517.245912 = -5963266.270232
  nChanged 124
		SP:Iteration 12Q (3902.960000 sec): 3 clusters
  Score: Raw -5966929.007234 + Penalty 3517.245912 = -5963411.761322
  nChanged 52
		SP:Iteration 13Q (3903.050000 sec): 3 clusters
  Score: Raw -5966998.700129 + Penalty 3517.245912 = -5963481.454217
  nChanged 21
		SP:Iteration 14Q (3903.140000 sec): 3 clusters
  Score: Raw -5967030.543533 + Penalty 3517.245912 = -5963513.297621
  nChanged 18
		SP:Iteration 15Q (3903.230000 sec): 3 clusters
  Score: Raw -5967050.512521 + Penalty 3517.245912 = -5963533.266609
  nChanged 10
		SP:Iteration 16Q (3903.320000 sec): 3 clusters
  Score: Raw -5967062.555314 + Penalty 3517.245912 = -5963545.309402
  nChanged 3
		SP:Iteration 17Q (3903.420000 sec): 3 clusters
  Score: Raw -5967067.862065 + Penalty 3517.245912 = -5963550.616153
  nChanged 3
		SP:Iteration 18Q (3903.500000 sec): 3 clusters
  Score: Raw -5967071.407307 + Penalty 3517.245912 = -5963554.161395
  nChanged 5
		SP:Iteration 19Q (3903.600000 sec): 3 clusters
  Score: Raw -5967075.806676 + Penalty 3517.245912 = -5963558.560764
  nChanged 2
		SP:Iteration 20F (3903.720000 sec): 3 clusters
  Score: Raw -5967078.652625 + Penalty 3517.245912 = -5963561.406712
  nChanged 4
		SP:Iteration 21Q (3903.820000 sec): 3 clusters
  Score: Raw -5967083.949627 + Penalty 3517.245912 = -5963566.703714
  nChanged 3
		SP:Iteration 22Q (3903.910000 sec): 3 clusters
  Score: Raw -5967086.447780 + Penalty 3517.245912 = -5963569.201868
  nChanged 2
		SP:Iteration 23Q (3904.000000 sec): 3 clusters
  Score: Raw -5967088.354322 + Penalty 3517.245912 = -5963571.108410
  nChanged 2
		SP:Iteration 24Q (3904.090000 sec): 3 clusters
  Score: Raw -5967089.514859 + Penalty 3517.245912 = -5963572.268946
  nChanged 1
		SP:Iteration 25Q (3904.190000 sec): 3 clusters
  Score: Raw -5967089.720139 + Penalty 3517.245912 = -5963572.474227
  nChanged 0
		SP:Iteration 26F (3904.320000 sec): 3 clusters
  Score: Raw -5967089.720139 + Penalty 3517.245912 = -5963572.474227
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (13924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3904.380000 sec): 2 clusters
  Score: Raw -1520325.742042 + Penalty 1550.472503 = -1518775.269539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3904.420000 sec): 3 clusters
  Score: Raw -1512181.118559 + Penalty 3100.945006 = -1509080.173553
  nChanged 6181
		SP:Iteration 1F (3904.450000 sec): 3 clusters
  Score: Raw -1515789.972980 + Penalty 3100.945006 = -1512689.027974
  nChanged 965
		SP:Iteration 2F (3904.490000 sec): 3 clusters
  Score: Raw -1516333.318437 + Penalty 3100.945006 = -1513232.373431
  nChanged 898
		SP:Iteration 3F (3904.520000 sec): 3 clusters
  Score: Raw -1516808.476493 + Penalty 3100.945006 = -1513707.531487
  nChanged 748
		SP:Iteration 4F (3904.560000 sec): 3 clusters
  Score: Raw -1517186.710335 + Penalty 3100.945006 = -1514085.765329
  nChanged 675
		SP:Iteration 5Q (3904.590000 sec): 3 clusters
  Score: Raw -1517494.081149 + Penalty 3100.945006 = -1514393.136143
  nChanged 617
		SP:Iteration 6Q (3904.630000 sec): 3 clusters
  Score: Raw -1517791.687650 + Penalty 3100.945006 = -1514690.742644
  nChanged 582
		SP:Iteration 7Q (3904.670000 sec): 3 clusters
  Score: Raw -1518067.592101 + Penalty 3100.945006 = -1514966.647095
  nChanged 506
		SP:Iteration 8Q (3904.700000 sec): 3 clusters
  Score: Raw -1518281.051971 + Penalty 3100.945006 = -1515180.106965
  nChanged 426
		SP:Iteration 9Q (3904.740000 sec): 3 clusters
  Score: Raw -1518469.089259 + Penalty 3100.945006 = -1515368.144253
  nChanged 406
		SP:Iteration 10Q (3904.780000 sec): 3 clusters
  Score: Raw -1518655.287894 + Penalty 3100.945006 = -1515554.342888
  nChanged 407
		SP:Iteration 11Q (3904.810000 sec): 3 clusters
  Score: Raw -1518835.702766 + Penalty 3100.945006 = -1515734.757760
  nChanged 337
		SP:Iteration 12Q (3904.850000 sec): 3 clusters
  Score: Raw -1518967.177214 + Penalty 3100.945006 = -1515866.232208
  nChanged 287
		SP:Iteration 13Q (3904.890000 sec): 3 clusters
  Score: Raw -1519066.791286 + Penalty 3100.945006 = -1515965.846280
  nChanged 239
		SP:Iteration 14Q (3904.920000 sec): 3 clusters
  Score: Raw -1519139.120888 + Penalty 3100.945006 = -1516038.175882
  nChanged 193
		SP:Iteration 15Q (3904.960000 sec): 3 clusters
  Score: Raw -1519194.445775 + Penalty 3100.945006 = -1516093.500769
  nChanged 172
		SP:Iteration 16Q (3904.990000 sec): 3 clusters
  Score: Raw -1519247.227711 + Penalty 3100.945006 = -1516146.282705
  nChanged 168
		SP:Iteration 17Q (3905.040000 sec): 3 clusters
  Score: Raw -1519291.697094 + Penalty 3100.945006 = -1516190.752089
  nChanged 151
		SP:Iteration 18Q (3905.080000 sec): 3 clusters
  Score: Raw -1519325.279923 + Penalty 3100.945006 = -1516224.334917
  nChanged 118
		SP:Iteration 19Q (3905.110000 sec): 3 clusters
  Score: Raw -1519350.387068 + Penalty 3100.945006 = -1516249.442063
  nChanged 103
		SP:Iteration 20F (3905.150000 sec): 3 clusters
  Score: Raw -1519371.091179 + Penalty 3100.945006 = -1516270.146173
  nChanged 102
		SP:Iteration 21Q (3905.180000 sec): 3 clusters
  Score: Raw -1519394.554045 + Penalty 3100.945006 = -1516293.609039
  nChanged 115
		SP:Iteration 22Q (3905.230000 sec): 3 clusters
  Score: Raw -1519423.777706 + Penalty 3100.945006 = -1516322.832701
  nChanged 121
		SP:Iteration 23Q (3905.260000 sec): 3 clusters
  Score: Raw -1519454.440440 + Penalty 3100.945006 = -1516353.495434
  nChanged 122
		SP:Iteration 24Q (3905.290000 sec): 3 clusters
  Score: Raw -1519486.918834 + Penalty 3100.945006 = -1516385.973828
  nChanged 116
		SP:Iteration 25Q (3905.330000 sec): 3 clusters
  Score: Raw -1519515.027338 + Penalty 3100.945006 = -1516414.082332
  nChanged 116
		SP:Iteration 26Q (3905.360000 sec): 3 clusters
  Score: Raw -1519539.351796 + Penalty 3100.945006 = -1516438.406790
  nChanged 105
		SP:Iteration 27Q (3905.390000 sec): 3 clusters
  Score: Raw -1519566.321561 + Penalty 3100.945006 = -1516465.376555
  nChanged 106
		SP:Iteration 28Q (3905.430000 sec): 3 clusters
  Score: Raw -1519592.938035 + Penalty 3100.945006 = -1516491.993029
  nChanged 103
		SP:Iteration 29Q (3905.460000 sec): 3 clusters
  Score: Raw -1519619.370768 + Penalty 3100.945006 = -1516518.425762
  nChanged 101
		SP:Iteration 30Q (3905.490000 sec): 3 clusters
  Score: Raw -1519649.875437 + Penalty 3100.945006 = -1516548.930431
  nChanged 114
		SP:Iteration 31Q (3905.530000 sec): 3 clusters
  Score: Raw -1519682.899780 + Penalty 3100.945006 = -1516581.954775
  nChanged 105
		SP:Iteration 32Q (3905.560000 sec): 3 clusters
  Score: Raw -1519706.648370 + Penalty 3100.945006 = -1516605.703364
  nChanged 90
		SP:Iteration 33Q (3905.590000 sec): 3 clusters
  Score: Raw -1519724.667331 + Penalty 3100.945006 = -1516623.722325
  nChanged 89
		SP:Iteration 34Q (3905.630000 sec): 3 clusters
  Score: Raw -1519742.624374 + Penalty 3100.945006 = -1516641.679368
  nChanged 73
		SP:Iteration 35Q (3905.660000 sec): 3 clusters
  Score: Raw -1519756.448020 + Penalty 3100.945006 = -1516655.503015
  nChanged 75
		SP:Iteration 36Q (3905.690000 sec): 3 clusters
  Score: Raw -1519772.899690 + Penalty 3100.945006 = -1516671.954685
  nChanged 89
		SP:Iteration 37Q (3905.730000 sec): 3 clusters
  Score: Raw -1519797.262808 + Penalty 3100.945006 = -1516696.317802
  nChanged 108
		SP:Iteration 38Q (3905.760000 sec): 3 clusters
  Score: Raw -1519831.025929 + Penalty 3100.945006 = -1516730.080923
  nChanged 130
		SP:Iteration 39Q (3905.800000 sec): 3 clusters
  Score: Raw -1519867.943598 + Penalty 3100.945006 = -1516766.998592
  nChanged 132
		SP:Iteration 40F (3905.830000 sec): 3 clusters
  Score: Raw -1519909.360482 + Penalty 3100.945006 = -1516808.415476
  nChanged 150
		SP:Iteration 41Q (3905.870000 sec): 3 clusters
  Score: Raw -1519958.079367 + Penalty 3100.945006 = -1516857.134361
  nChanged 143
		SP:Iteration 42Q (3905.900000 sec): 3 clusters
  Score: Raw -1520006.571690 + Penalty 3100.945006 = -1516905.626684
  nChanged 152
		SP:Iteration 43Q (3905.940000 sec): 3 clusters
  Score: Raw -1520061.395165 + Penalty 3100.945006 = -1516960.450159
  nChanged 155
		SP:Iteration 44Q (3905.980000 sec): 3 clusters
  Score: Raw -1520120.517469 + Penalty 3100.945006 = -1517019.572463
  nChanged 139
		SP:Iteration 45Q (3906.010000 sec): 3 clusters
  Score: Raw -1520173.911341 + Penalty 3100.945006 = -1517072.966335
  nChanged 138
		SP:Iteration 46Q (3906.050000 sec): 3 clusters
  Score: Raw -1520219.664162 + Penalty 3100.945006 = -1517118.719156
  nChanged 141
		SP:Iteration 47Q (3906.070000 sec): 3 clusters
  Score: Raw -1520266.961254 + Penalty 3100.945006 = -1517166.016249
  nChanged 123
		SP:Iteration 48Q (3906.110000 sec): 3 clusters
  Score: Raw -1520309.837071 + Penalty 3100.945006 = -1517208.892065
  nChanged 119
		SP:Iteration 49Q (3906.140000 sec): 3 clusters
  Score: Raw -1520353.156358 + Penalty 3100.945006 = -1517252.211352
  nChanged 112
		SP:Iteration 50Q (3906.170000 sec): 3 clusters
  Score: Raw -1520402.256950 + Penalty 3100.945006 = -1517301.311944
  nChanged 119
		SP:Iteration 51Q (3906.200000 sec): 3 clusters
  Score: Raw -1520450.868326 + Penalty 3100.945006 = -1517349.923320
  nChanged 103
		SP:Iteration 52Q (3906.230000 sec): 3 clusters
  Score: Raw -1520495.214368 + Penalty 3100.945006 = -1517394.269362
  nChanged 124
		SP:Iteration 53Q (3906.260000 sec): 3 clusters
  Score: Raw -1520548.648812 + Penalty 3100.945006 = -1517447.703807
  nChanged 109
		SP:Iteration 54Q (3906.290000 sec): 3 clusters
  Score: Raw -1520596.976582 + Penalty 3100.945006 = -1517496.031576
  nChanged 95
		SP:Iteration 55Q (3906.330000 sec): 3 clusters
  Score: Raw -1520632.324620 + Penalty 3100.945006 = -1517531.379614
  nChanged 78
		SP:Iteration 56Q (3906.350000 sec): 3 clusters
  Score: Raw -1520659.584994 + Penalty 3100.945006 = -1517558.639988
  nChanged 71
		SP:Iteration 57Q (3906.390000 sec): 3 clusters
  Score: Raw -1520685.095000 + Penalty 3100.945006 = -1517584.149994
  nChanged 57
		SP:Iteration 58Q (3906.410000 sec): 3 clusters
  Score: Raw -1520706.529328 + Penalty 3100.945006 = -1517605.584322
  nChanged 61
		SP:Iteration 59Q (3906.440000 sec): 3 clusters
  Score: Raw -1520726.833529 + Penalty 3100.945006 = -1517625.888523
  nChanged 49
		SP:Iteration 60F (3906.480000 sec): 3 clusters
  Score: Raw -1520744.390276 + Penalty 3100.945006 = -1517643.445270
  nChanged 45
		SP:Iteration 61Q (3906.520000 sec): 3 clusters
  Score: Raw -1520758.954256 + Penalty 3100.945006 = -1517658.009250
  nChanged 41
		SP:Iteration 62Q (3906.550000 sec): 3 clusters
  Score: Raw -1520771.948095 + Penalty 3100.945006 = -1517671.003089
  nChanged 35
		SP:Iteration 63Q (3906.570000 sec): 3 clusters
  Score: Raw -1520782.333843 + Penalty 3100.945006 = -1517681.388837
  nChanged 29
		SP:Iteration 64Q (3906.600000 sec): 3 clusters
  Score: Raw -1520789.187097 + Penalty 3100.945006 = -1517688.242091
  nChanged 22
		SP:Iteration 65Q (3906.630000 sec): 3 clusters
  Score: Raw -1520795.300736 + Penalty 3100.945006 = -1517694.355730
  nChanged 23
		SP:Iteration 66Q (3906.660000 sec): 3 clusters
  Score: Raw -1520801.230782 + Penalty 3100.945006 = -1517700.285776
  nChanged 21
		SP:Iteration 67Q (3906.690000 sec): 3 clusters
  Score: Raw -1520807.139741 + Penalty 3100.945006 = -1517706.194735
  nChanged 22
		SP:Iteration 68Q (3906.720000 sec): 3 clusters
  Score: Raw -1520814.378152 + Penalty 3100.945006 = -1517713.433146
  nChanged 22
		SP:Iteration 69Q (3906.750000 sec): 3 clusters
  Score: Raw -1520821.443541 + Penalty 3100.945006 = -1517720.498535
  nChanged 21
		SP:Iteration 70Q (3906.780000 sec): 3 clusters
  Score: Raw -1520829.987002 + Penalty 3100.945006 = -1517729.041996
  nChanged 21
		SP:Iteration 71Q (3906.810000 sec): 3 clusters
  Score: Raw -1520837.294739 + Penalty 3100.945006 = -1517736.349733
  nChanged 18
		SP:Iteration 72Q (3906.830000 sec): 3 clusters
  Score: Raw -1520841.996050 + Penalty 3100.945006 = -1517741.051044
  nChanged 15
		SP:Iteration 73Q (3906.860000 sec): 3 clusters
  Score: Raw -1520845.725515 + Penalty 3100.945006 = -1517744.780509
  nChanged 14
		SP:Iteration 74Q (3906.890000 sec): 3 clusters
  Score: Raw -1520849.544883 + Penalty 3100.945006 = -1517748.599877
  nChanged 13
		SP:Iteration 75Q (3906.920000 sec): 3 clusters
  Score: Raw -1520853.145841 + Penalty 3100.945006 = -1517752.200835
  nChanged 10
		SP:Iteration 76Q (3906.950000 sec): 3 clusters
  Score: Raw -1520855.527025 + Penalty 3100.945006 = -1517754.582019
  nChanged 8
		SP:Iteration 77Q (3906.980000 sec): 3 clusters
  Score: Raw -1520857.643528 + Penalty 3100.945006 = -1517756.698522
  nChanged 6
		SP:Iteration 78Q (3907.010000 sec): 3 clusters
  Score: Raw -1520858.946727 + Penalty 3100.945006 = -1517758.001721
  nChanged 4
		SP:Iteration 79Q (3907.040000 sec): 3 clusters
  Score: Raw -1520860.036585 + Penalty 3100.945006 = -1517759.091579
  nChanged 0
		SP:Iteration 80F (3907.070000 sec): 3 clusters
  Score: Raw -1520860.036585 + Penalty 3100.945006 = -1517759.091579
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3907.090000 sec): 2 clusters
  Score: Raw -46833.306825 + Penalty 996.677182 = -45836.629643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3907.090000 sec): 3 clusters
  Score: Raw -46801.130959 + Penalty 1993.354364 = -44807.776595
  nChanged 108
		SP:Iteration 1F (3907.090000 sec): 3 clusters
  Score: Raw -46968.563449 + Penalty 1993.354364 = -44975.209086
  nChanged 34
		SP:Iteration 2F (3907.090000 sec): 3 clusters
  Score: Raw -47033.828944 + Penalty 1993.354364 = -45040.474580
  nChanged 25
		SP:Iteration 3F (3907.090000 sec): 3 clusters
  Score: Raw -47099.995355 + Penalty 1993.354364 = -45106.640991
  nChanged 15
		SP:Iteration 4Q (3907.090000 sec): 3 clusters
  Score: Raw -47134.943934 + Penalty 1993.354364 = -45141.589571
  nChanged 12
		SP:Iteration 5Q (3907.090000 sec): 3 clusters
  Score: Raw -47160.169185 + Penalty 1993.354364 = -45166.814821
  nChanged 9
		SP:Iteration 6Q (3907.090000 sec): 3 clusters
  Score: Raw -47180.645669 + Penalty 1993.354364 = -45187.291305
  nChanged 10
		SP:Iteration 7Q (3907.090000 sec): 3 clusters
  Score: Raw -47203.599323 + Penalty 1993.354364 = -45210.244959
  nChanged 8
		SP:Iteration 8Q (3907.090000 sec): 3 clusters
  Score: Raw -47224.375609 + Penalty 1993.354364 = -45231.021245
  nChanged 9
		SP:Iteration 9Q (3907.090000 sec): 3 clusters
  Score: Raw -47247.924864 + Penalty 1993.354364 = -45254.570500
  nChanged 6
		SP:Iteration 10Q (3907.100000 sec): 3 clusters
  Score: Raw -47257.815282 + Penalty 1993.354364 = -45264.460918
  nChanged 4
		SP:Iteration 11Q (3907.100000 sec): 3 clusters
  Score: Raw -47268.830983 + Penalty 1993.354364 = -45275.476619
  nChanged 5
		SP:Iteration 12Q (3907.100000 sec): 3 clusters
  Score: Raw -47285.736731 + Penalty 1993.354364 = -45292.382367
  nChanged 2
		SP:Iteration 13Q (3907.100000 sec): 3 clusters
  Score: Raw -47288.353130 + Penalty 1993.354364 = -45294.998767
  nChanged 1
		SP:Iteration 14Q (3907.100000 sec): 3 clusters
  Score: Raw -47292.523693 + Penalty 1993.354364 = -45299.169329
  nChanged 3
		SP:Iteration 15Q (3907.100000 sec): 3 clusters
  Score: Raw -47296.713003 + Penalty 1993.354364 = -45303.358639
  nChanged 1
		SP:Iteration 16Q (3907.100000 sec): 3 clusters
  Score: Raw -47299.279439 + Penalty 1993.354364 = -45305.925075
  nChanged 0
		SP:Iteration 17F (3907.100000 sec): 3 clusters
  Score: Raw -47299.279439 + Penalty 1993.354364 = -45305.925075
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 6 (1395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3907.110000 sec): 2 clusters
  Score: Raw -159679.470513 + Penalty 1176.605575 = -158502.864937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3907.110000 sec): 3 clusters
  Score: Raw -159158.144198 + Penalty 2353.211151 = -156804.933047
  nChanged 440
		SP:Iteration 1F (3907.120000 sec): 3 clusters
  Score: Raw -159485.035736 + Penalty 2353.211151 = -157131.824585
  nChanged 98
		SP:Iteration 2F (3907.120000 sec): 3 clusters
  Score: Raw -159570.518684 + Penalty 2353.211151 = -157217.307533
  nChanged 64
		SP:Iteration 3Q (3907.120000 sec): 3 clusters
  Score: Raw -159626.691862 + Penalty 2353.211151 = -157273.480711
  nChanged 42
		SP:Iteration 4Q (3907.130000 sec): 3 clusters
  Score: Raw -159658.841039 + Penalty 2353.211151 = -157305.629888
  nChanged 38
		SP:Iteration 5Q (3907.130000 sec): 3 clusters
  Score: Raw -159702.320746 + Penalty 2353.211151 = -157349.109596
  nChanged 41
		SP:Iteration 6Q (3907.130000 sec): 3 clusters
  Score: Raw -159742.962629 + Penalty 2353.211151 = -157389.751478
  nChanged 37
		SP:Iteration 7Q (3907.130000 sec): 3 clusters
  Score: Raw -159768.972262 + Penalty 2353.211151 = -157415.761111
  nChanged 22
		SP:Iteration 8Q (3907.140000 sec): 3 clusters
  Score: Raw -159786.781417 + Penalty 2353.211151 = -157433.570266
  nChanged 24
		SP:Iteration 9Q (3907.140000 sec): 3 clusters
  Score: Raw -159806.916553 + Penalty 2353.211151 = -157453.705402
  nChanged 20
		SP:Iteration 10Q (3907.150000 sec): 3 clusters
  Score: Raw -159822.182029 + Penalty 2353.211151 = -157468.970879
  nChanged 13
		SP:Iteration 11Q (3907.150000 sec): 3 clusters
  Score: Raw -159832.685793 + Penalty 2353.211151 = -157479.474643
  nChanged 8
		SP:Iteration 12Q (3907.150000 sec): 3 clusters
  Score: Raw -159840.972673 + Penalty 2353.211151 = -157487.761523
  nChanged 11
		SP:Iteration 13Q (3907.150000 sec): 3 clusters
  Score: Raw -159851.048232 + Penalty 2353.211151 = -157497.837081
  nChanged 11
		SP:Iteration 14Q (3907.160000 sec): 3 clusters
  Score: Raw -159859.509802 + Penalty 2353.211151 = -157506.298651
  nChanged 7
		SP:Iteration 15Q (3907.160000 sec): 3 clusters
  Score: Raw -159865.096196 + Penalty 2353.211151 = -157511.885045
  nChanged 4
		SP:Iteration 16Q (3907.170000 sec): 3 clusters
  Score: Raw -159867.978265 + Penalty 2353.211151 = -157514.767114
  nChanged 6
		SP:Iteration 17Q (3907.170000 sec): 3 clusters
  Score: Raw -159870.106020 + Penalty 2353.211151 = -157516.894869
  nChanged 2
		SP:Iteration 18Q (3907.170000 sec): 3 clusters
  Score: Raw -159870.941011 + Penalty 2353.211151 = -157517.729860
  nChanged 0
		SP:Iteration 19F (3907.170000 sec): 3 clusters
  Score: Raw -159870.941011 + Penalty 2353.211151 = -157517.729860
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (19323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3907.230000 sec): 2 clusters
  Score: Raw -2298428.906476 + Penalty 1603.720848 = -2296825.185628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3907.280000 sec): 3 clusters
  Score: Raw -2286774.191127 + Penalty 3207.441697 = -2283566.749430
  nChanged 8690
		SP:Iteration 1F (3907.330000 sec): 3 clusters
  Score: Raw -2291409.914298 + Penalty 3207.441697 = -2288202.472601
  nChanged 1006
		SP:Iteration 2F (3907.370000 sec): 3 clusters
  Score: Raw -2291792.389712 + Penalty 3207.441697 = -2288584.948015
  nChanged 971
		SP:Iteration 3F (3907.430000 sec): 3 clusters
  Score: Raw -2292187.991148 + Penalty 3207.441697 = -2288980.549451
  nChanged 914
		SP:Iteration 4Q (3907.480000 sec): 3 clusters
  Score: Raw -2292609.786789 + Penalty 3207.441697 = -2289402.345092
  nChanged 927
		SP:Iteration 5Q (3907.540000 sec): 3 clusters
  Score: Raw -2293064.704626 + Penalty 3207.441697 = -2289857.262929
  nChanged 1001
		SP:Iteration 6F (3907.600000 sec): 3 clusters
  Score: Raw -2293650.142507 + Penalty 3207.441697 = -2290442.700810
  nChanged 1015
		SP:Iteration 7F (3907.650000 sec): 3 clusters
  Score: Raw -2294296.921235 + Penalty 3207.441697 = -2291089.479538
  nChanged 1027
		SP:Iteration 8F (3907.700000 sec): 3 clusters
  Score: Raw -2294957.476402 + Penalty 3207.441697 = -2291750.034705
  nChanged 932
		SP:Iteration 9Q (3907.750000 sec): 3 clusters
  Score: Raw -2295504.871671 + Penalty 3207.441697 = -2292297.429974
  nChanged 794
		SP:Iteration 10Q (3907.800000 sec): 3 clusters
  Score: Raw -2295921.738204 + Penalty 3207.441697 = -2292714.296507
  nChanged 657
		SP:Iteration 11Q (3907.850000 sec): 3 clusters
  Score: Raw -2296178.762684 + Penalty 3207.441697 = -2292971.320987
  nChanged 473
		SP:Iteration 12Q (3907.900000 sec): 3 clusters
  Score: Raw -2296338.973008 + Penalty 3207.441697 = -2293131.531311
  nChanged 356
		SP:Iteration 13Q (3907.950000 sec): 3 clusters
  Score: Raw -2296448.601901 + Penalty 3207.441697 = -2293241.160204
  nChanged 267
		SP:Iteration 14Q (3908.010000 sec): 3 clusters
  Score: Raw -2296532.285701 + Penalty 3207.441697 = -2293324.844004
  nChanged 276
		SP:Iteration 15Q (3908.050000 sec): 3 clusters
  Score: Raw -2296620.241637 + Penalty 3207.441697 = -2293412.799940
  nChanged 244
		SP:Iteration 16Q (3908.110000 sec): 3 clusters
  Score: Raw -2296696.671401 + Penalty 3207.441697 = -2293489.229704
  nChanged 224
		SP:Iteration 17Q (3908.160000 sec): 3 clusters
  Score: Raw -2296772.531065 + Penalty 3207.441697 = -2293565.089368
  nChanged 250
		SP:Iteration 18Q (3908.200000 sec): 3 clusters
  Score: Raw -2296861.184127 + Penalty 3207.441697 = -2293653.742430
  nChanged 253
		SP:Iteration 19Q (3908.250000 sec): 3 clusters
  Score: Raw -2296950.780557 + Penalty 3207.441697 = -2293743.338860
  nChanged 269
		SP:Iteration 20F (3908.300000 sec): 3 clusters
  Score: Raw -2297052.068816 + Penalty 3207.441697 = -2293844.627119
  nChanged 236
		SP:Iteration 21Q (3908.360000 sec): 3 clusters
  Score: Raw -2297142.710533 + Penalty 3207.441697 = -2293935.268836
  nChanged 223
		SP:Iteration 22Q (3908.410000 sec): 3 clusters
  Score: Raw -2297224.067858 + Penalty 3207.441697 = -2294016.626161
  nChanged 207
		SP:Iteration 23Q (3908.460000 sec): 3 clusters
  Score: Raw -2297291.484920 + Penalty 3207.441697 = -2294084.043223
  nChanged 192
		SP:Iteration 24Q (3908.510000 sec): 3 clusters
  Score: Raw -2297349.680968 + Penalty 3207.441697 = -2294142.239271
  nChanged 188
		SP:Iteration 25Q (3908.560000 sec): 3 clusters
  Score: Raw -2297403.118621 + Penalty 3207.441697 = -2294195.676925
  nChanged 187
		SP:Iteration 26Q (3908.600000 sec): 3 clusters
  Score: Raw -2297463.331599 + Penalty 3207.441697 = -2294255.889902
  nChanged 209
		SP:Iteration 27Q (3908.650000 sec): 3 clusters
  Score: Raw -2297533.463842 + Penalty 3207.441697 = -2294326.022145
  nChanged 191
		SP:Iteration 28Q (3908.700000 sec): 3 clusters
  Score: Raw -2297597.327735 + Penalty 3207.441697 = -2294389.886038
  nChanged 178
		SP:Iteration 29Q (3908.740000 sec): 3 clusters
  Score: Raw -2297655.994945 + Penalty 3207.441697 = -2294448.553248
  nChanged 178
		SP:Iteration 30Q (3908.780000 sec): 3 clusters
  Score: Raw -2297720.659411 + Penalty 3207.441697 = -2294513.217714
  nChanged 183
		SP:Iteration 31Q (3908.820000 sec): 3 clusters
  Score: Raw -2297788.706216 + Penalty 3207.441697 = -2294581.264519
  nChanged 195
		SP:Iteration 32Q (3908.860000 sec): 3 clusters
  Score: Raw -2297857.017052 + Penalty 3207.441697 = -2294649.575356
  nChanged 173
		SP:Iteration 33Q (3908.910000 sec): 3 clusters
  Score: Raw -2297917.502596 + Penalty 3207.441697 = -2294710.060899
  nChanged 173
		SP:Iteration 34Q (3908.950000 sec): 3 clusters
  Score: Raw -2297987.000555 + Penalty 3207.441697 = -2294779.558859
  nChanged 163
		SP:Iteration 35Q (3908.990000 sec): 3 clusters
  Score: Raw -2298048.555036 + Penalty 3207.441697 = -2294841.113339
  nChanged 141
		SP:Iteration 36Q (3909.040000 sec): 3 clusters
  Score: Raw -2298095.389268 + Penalty 3207.441697 = -2294887.947571
  nChanged 129
		SP:Iteration 37Q (3909.080000 sec): 3 clusters
  Score: Raw -2298137.874418 + Penalty 3207.441697 = -2294930.432721
  nChanged 128
		SP:Iteration 38Q (3909.120000 sec): 3 clusters
  Score: Raw -2298180.247851 + Penalty 3207.441697 = -2294972.806154
  nChanged 136
		SP:Iteration 39Q (3909.160000 sec): 3 clusters
  Score: Raw -2298229.879314 + Penalty 3207.441697 = -2295022.437617
  nChanged 138
		SP:Iteration 40F (3909.220000 sec): 3 clusters
  Score: Raw -2298280.616443 + Penalty 3207.441697 = -2295073.174746
  nChanged 121
		SP:Iteration 41Q (3909.260000 sec): 3 clusters
  Score: Raw -2298325.742304 + Penalty 3207.441697 = -2295118.300607
  nChanged 105
		SP:Iteration 42Q (3909.300000 sec): 3 clusters
  Score: Raw -2298363.734516 + Penalty 3207.441697 = -2295156.292819
  nChanged 88
		SP:Iteration 43Q (3909.340000 sec): 3 clusters
  Score: Raw -2298387.190105 + Penalty 3207.441697 = -2295179.748408
  nChanged 79
		SP:Iteration 44Q (3909.380000 sec): 3 clusters
  Score: Raw -2298410.034315 + Penalty 3207.441697 = -2295202.592618
  nChanged 84
		SP:Iteration 45Q (3909.420000 sec): 3 clusters
  Score: Raw -2298436.337227 + Penalty 3207.441697 = -2295228.895530
  nChanged 60
		SP:Iteration 46Q (3909.460000 sec): 3 clusters
  Score: Raw -2298453.835403 + Penalty 3207.441697 = -2295246.393706
  nChanged 56
		SP:Iteration 47Q (3909.500000 sec): 3 clusters
  Score: Raw -2298468.962219 + Penalty 3207.441697 = -2295261.520522
  nChanged 52
		SP:Iteration 48Q (3909.540000 sec): 3 clusters
  Score: Raw -2298484.635158 + Penalty 3207.441697 = -2295277.193461
  nChanged 49
		SP:Iteration 49Q (3909.570000 sec): 3 clusters
  Score: Raw -2298498.729890 + Penalty 3207.441697 = -2295291.288193
  nChanged 44
		SP:Iteration 50Q (3909.610000 sec): 3 clusters
  Score: Raw -2298510.742372 + Penalty 3207.441697 = -2295303.300675
  nChanged 37
		SP:Iteration 51Q (3909.650000 sec): 3 clusters
  Score: Raw -2298521.862182 + Penalty 3207.441697 = -2295314.420485
  nChanged 30
		SP:Iteration 52Q (3909.690000 sec): 3 clusters
  Score: Raw -2298529.245419 + Penalty 3207.441697 = -2295321.803722
  nChanged 21
		SP:Iteration 53Q (3909.730000 sec): 3 clusters
  Score: Raw -2298536.106969 + Penalty 3207.441697 = -2295328.665272
  nChanged 27
		SP:Iteration 54Q (3909.760000 sec): 3 clusters
  Score: Raw -2298544.368623 + Penalty 3207.441697 = -2295336.926926
  nChanged 28
		SP:Iteration 55Q (3909.800000 sec): 3 clusters
  Score: Raw -2298551.548261 + Penalty 3207.441697 = -2295344.106564
  nChanged 22
		SP:Iteration 56Q (3909.840000 sec): 3 clusters
  Score: Raw -2298556.856707 + Penalty 3207.441697 = -2295349.415010
  nChanged 22
		SP:Iteration 57Q (3909.870000 sec): 3 clusters
  Score: Raw -2298562.664309 + Penalty 3207.441697 = -2295355.222612
  nChanged 26
		SP:Iteration 58Q (3909.910000 sec): 3 clusters
  Score: Raw -2298570.533705 + Penalty 3207.441697 = -2295363.092008
  nChanged 17
		SP:Iteration 59Q (3909.950000 sec): 3 clusters
  Score: Raw -2298574.374873 + Penalty 3207.441697 = -2295366.933176
  nChanged 14
		SP:Iteration 60F (3910.000000 sec): 3 clusters
  Score: Raw -2298577.353570 + Penalty 3207.441697 = -2295369.911873
  nChanged 11
		SP:Iteration 61Q (3910.030000 sec): 3 clusters
  Score: Raw -2298580.146185 + Penalty 3207.441697 = -2295372.704488
  nChanged 11
		SP:Iteration 62Q (3910.070000 sec): 3 clusters
  Score: Raw -2298582.444575 + Penalty 3207.441697 = -2295375.002878
  nChanged 8
		SP:Iteration 63Q (3910.110000 sec): 3 clusters
  Score: Raw -2298583.656883 + Penalty 3207.441697 = -2295376.215186
  nChanged 8
		SP:Iteration 64Q (3910.150000 sec): 3 clusters
  Score: Raw -2298585.598766 + Penalty 3207.441697 = -2295378.157069
  nChanged 7
		SP:Iteration 65Q (3910.190000 sec): 3 clusters
  Score: Raw -2298586.990256 + Penalty 3207.441697 = -2295379.548559
  nChanged 7
		SP:Iteration 66Q (3910.220000 sec): 3 clusters
  Score: Raw -2298588.862447 + Penalty 3207.441697 = -2295381.420750
  nChanged 9
		SP:Iteration 67Q (3910.260000 sec): 3 clusters
  Score: Raw -2298592.079093 + Penalty 3207.441697 = -2295384.637396
  nChanged 13
		SP:Iteration 68Q (3910.300000 sec): 3 clusters
  Score: Raw -2298595.685569 + Penalty 3207.441697 = -2295388.243872
  nChanged 9
		SP:Iteration 69Q (3910.340000 sec): 3 clusters
  Score: Raw -2298597.760823 + Penalty 3207.441697 = -2295390.319126
  nChanged 11
		SP:Iteration 70Q (3910.370000 sec): 3 clusters
  Score: Raw -2298600.411041 + Penalty 3207.441697 = -2295392.969344
  nChanged 8
		SP:Iteration 71Q (3910.410000 sec): 3 clusters
  Score: Raw -2298602.578475 + Penalty 3207.441697 = -2295395.136778
  nChanged 7
		SP:Iteration 72Q (3910.450000 sec): 3 clusters
  Score: Raw -2298604.613356 + Penalty 3207.441697 = -2295397.171659
  nChanged 6
		SP:Iteration 73Q (3910.490000 sec): 3 clusters
  Score: Raw -2298605.818283 + Penalty 3207.441697 = -2295398.376586
  nChanged 3
		SP:Iteration 74Q (3910.530000 sec): 3 clusters
  Score: Raw -2298606.364569 + Penalty 3207.441697 = -2295398.922872
  nChanged 3
		SP:Iteration 75Q (3910.570000 sec): 3 clusters
  Score: Raw -2298606.916809 + Penalty 3207.441697 = -2295399.475112
  nChanged 8
		SP:Iteration 76Q (3910.600000 sec): 3 clusters
  Score: Raw -2298608.948270 + Penalty 3207.441697 = -2295401.506573
  nChanged 6
		SP:Iteration 77Q (3910.630000 sec): 3 clusters
  Score: Raw -2298610.438629 + Penalty 3207.441697 = -2295402.996932
  nChanged 8
		SP:Iteration 78Q (3910.680000 sec): 3 clusters
  Score: Raw -2298612.242747 + Penalty 3207.441697 = -2295404.801050
  nChanged 7
		SP:Iteration 79Q (3910.720000 sec): 3 clusters
  Score: Raw -2298614.019490 + Penalty 3207.441697 = -2295406.577793
  nChanged 5
		SP:Iteration 80F (3910.770000 sec): 3 clusters
  Score: Raw -2298615.013277 + Penalty 3207.441697 = -2295407.571580
  nChanged 1
		SP:Iteration 81Q (3910.800000 sec): 3 clusters
  Score: Raw -2298615.143329 + Penalty 3207.441697 = -2295407.701632
  nChanged 0
		SP:Iteration 82F (3910.860000 sec): 3 clusters
  Score: Raw -2298615.143329 + Penalty 3207.441697 = -2295407.701632
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3910.880000 sec): 2 clusters
  Score: Raw -113736.947678 + Penalty 1149.130672 = -112587.817006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3910.880000 sec): 3 clusters
  Score: Raw -113355.356299 + Penalty 2298.261343 = -111057.094955
  nChanged 372
		SP:Iteration 1F (3910.890000 sec): 3 clusters
  Score: Raw -113698.233850 + Penalty 2298.261343 = -111399.972507
  nChanged 107
		SP:Iteration 2F (3910.890000 sec): 3 clusters
  Score: Raw -113808.455566 + Penalty 2298.261343 = -111510.194223
  nChanged 60
		SP:Iteration 3F (3910.890000 sec): 3 clusters
  Score: Raw -113886.906373 + Penalty 2298.261343 = -111588.645030
  nChanged 53
		SP:Iteration 4Q (3910.890000 sec): 3 clusters
  Score: Raw -113961.197925 + Penalty 2298.261343 = -111662.936581
  nChanged 42
		SP:Iteration 5Q (3910.900000 sec): 3 clusters
  Score: Raw -114013.046021 + Penalty 2298.261343 = -111714.784677
  nChanged 26
		SP:Iteration 6Q (3910.900000 sec): 3 clusters
  Score: Raw -114041.410171 + Penalty 2298.261343 = -111743.148827
  nChanged 22
		SP:Iteration 7Q (3910.900000 sec): 3 clusters
  Score: Raw -114075.817119 + Penalty 2298.261343 = -111777.555775
  nChanged 23
		SP:Iteration 8Q (3910.910000 sec): 3 clusters
  Score: Raw -114096.638981 + Penalty 2298.261343 = -111798.377638
  nChanged 10
		SP:Iteration 9Q (3910.910000 sec): 3 clusters
  Score: Raw -114107.474592 + Penalty 2298.261343 = -111809.213249
  nChanged 7
		SP:Iteration 10Q (3910.910000 sec): 3 clusters
  Score: Raw -114112.863909 + Penalty 2298.261343 = -111814.602566
  nChanged 6
		SP:Iteration 11Q (3910.910000 sec): 3 clusters
  Score: Raw -114116.662128 + Penalty 2298.261343 = -111818.400785
  nChanged 6
		SP:Iteration 12Q (3910.920000 sec): 3 clusters
  Score: Raw -114122.870094 + Penalty 2298.261343 = -111824.608751
  nChanged 4
		SP:Iteration 13Q (3910.920000 sec): 3 clusters
  Score: Raw -114128.422312 + Penalty 2298.261343 = -111830.160969
  nChanged 5
		SP:Iteration 14Q (3910.920000 sec): 3 clusters
  Score: Raw -114134.512402 + Penalty 2298.261343 = -111836.251058
  nChanged 8
		SP:Iteration 15Q (3910.930000 sec): 3 clusters
  Score: Raw -114140.482379 + Penalty 2298.261343 = -111842.221036
  nChanged 10
		SP:Iteration 16Q (3910.930000 sec): 3 clusters
  Score: Raw -114150.200011 + Penalty 2298.261343 = -111851.938668
  nChanged 10
		SP:Iteration 17Q (3910.930000 sec): 3 clusters
  Score: Raw -114157.568647 + Penalty 2298.261343 = -111859.307304
  nChanged 6
		SP:Iteration 18Q (3910.930000 sec): 3 clusters
  Score: Raw -114161.133533 + Penalty 2298.261343 = -111862.872189
  nChanged 6
		SP:Iteration 19Q (3910.940000 sec): 3 clusters
  Score: Raw -114165.060753 + Penalty 2298.261343 = -111866.799409
  nChanged 6
		SP:Iteration 20F (3910.940000 sec): 3 clusters
  Score: Raw -114167.906661 + Penalty 2298.261343 = -111869.645317
  nChanged 1
		SP:Iteration 21Q (3910.940000 sec): 3 clusters
  Score: Raw -114168.248200 + Penalty 2298.261343 = -111869.986857
  nChanged 0
		SP:Iteration 22F (3910.950000 sec): 3 clusters
  Score: Raw -114168.248200 + Penalty 2298.261343 = -111869.986857
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 9 (35078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3911.080000 sec): 2 clusters
  Score: Raw -4029201.518567 + Penalty 1700.616033 = -4027500.902534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3911.180000 sec): 3 clusters
  Score: Raw -4007436.221774 + Penalty 3401.232066 = -4004034.989709
  nChanged 16234
		SP:Iteration 1F (3911.270000 sec): 3 clusters
  Score: Raw -4016699.521787 + Penalty 3401.232066 = -4013298.289721
  nChanged 1677
		SP:Iteration 2Q (3911.380000 sec): 3 clusters
  Score: Raw -4017334.324210 + Penalty 3401.232066 = -4013933.092145
  nChanged 1871
		SP:Iteration 3F (3911.490000 sec): 3 clusters
  Score: Raw -4018183.302904 + Penalty 3401.232066 = -4014782.070838
  nChanged 2092
		SP:Iteration 4F (3911.580000 sec): 3 clusters
  Score: Raw -4019387.372304 + Penalty 3401.232066 = -4015986.140238
  nChanged 2547
		SP:Iteration 5F (3911.670000 sec): 3 clusters
  Score: Raw -4021178.616849 + Penalty 3401.232066 = -4017777.384784
  nChanged 2770
		SP:Iteration 6F (3911.760000 sec): 3 clusters
  Score: Raw -4023455.705274 + Penalty 3401.232066 = -4020054.473209
  nChanged 2533
		SP:Iteration 7F (3911.860000 sec): 3 clusters
  Score: Raw -4025596.752645 + Penalty 3401.232066 = -4022195.520579
  nChanged 1881
		SP:Iteration 8F (3911.950000 sec): 3 clusters
  Score: Raw -4027147.458690 + Penalty 3401.232066 = -4023746.226624
  nChanged 1204
		SP:Iteration 9Q (3912.040000 sec): 3 clusters
  Score: Raw -4028087.082152 + Penalty 3401.232066 = -4024685.850086
  nChanged 792
		SP:Iteration 10Q (3912.130000 sec): 3 clusters
  Score: Raw -4028715.761627 + Penalty 3401.232066 = -4025314.529561
  nChanged 503
		SP:Iteration 11Q (3912.220000 sec): 3 clusters
  Score: Raw -4029128.115523 + Penalty 3401.232066 = -4025726.883457
  nChanged 267
		SP:Iteration 12Q (3912.310000 sec): 3 clusters
  Score: Raw -4029326.933212 + Penalty 3401.232066 = -4025925.701146
  nChanged 162
		SP:Iteration 13Q (3912.380000 sec): 3 clusters
  Score: Raw -4029444.465498 + Penalty 3401.232066 = -4026043.233433
  nChanged 95
		SP:Iteration 14Q (3912.460000 sec): 3 clusters
  Score: Raw -4029513.269487 + Penalty 3401.232066 = -4026112.037422
  nChanged 47
		SP:Iteration 15Q (3912.540000 sec): 3 clusters
  Score: Raw -4029543.613245 + Penalty 3401.232066 = -4026142.381180
  nChanged 28
		SP:Iteration 16Q (3912.600000 sec): 3 clusters
  Score: Raw -4029563.103077 + Penalty 3401.232066 = -4026161.871012
  nChanged 17
		SP:Iteration 17Q (3912.680000 sec): 3 clusters
  Score: Raw -4029573.145198 + Penalty 3401.232066 = -4026171.913132
  nChanged 10
		SP:Iteration 18Q (3912.740000 sec): 3 clusters
  Score: Raw -4029579.392557 + Penalty 3401.232066 = -4026178.160491
  nChanged 8
		SP:Iteration 19Q (3912.820000 sec): 3 clusters
  Score: Raw -4029582.922286 + Penalty 3401.232066 = -4026181.690220
  nChanged 4
		SP:Iteration 20F (3912.900000 sec): 3 clusters
  Score: Raw -4029585.309339 + Penalty 3401.232066 = -4026184.077274
  nChanged 5
		SP:Iteration 21Q (3912.970000 sec): 3 clusters
  Score: Raw -4029587.380375 + Penalty 3401.232066 = -4026186.148309
  nChanged 4
		SP:Iteration 22Q (3913.040000 sec): 3 clusters
  Score: Raw -4029589.126556 + Penalty 3401.232066 = -4026187.894491
  nChanged 2
		SP:Iteration 23Q (3913.110000 sec): 3 clusters
  Score: Raw -4029590.497195 + Penalty 3401.232066 = -4026189.265130
  nChanged 4
		SP:Iteration 24Q (3913.180000 sec): 3 clusters
  Score: Raw -4029594.181909 + Penalty 3401.232066 = -4026192.949843
  nChanged 6
		SP:Iteration 25Q (3913.240000 sec): 3 clusters
  Score: Raw -4029598.616386 + Penalty 3401.232066 = -4026197.384321
  nChanged 5
		SP:Iteration 26Q (3913.320000 sec): 3 clusters
  Score: Raw -4029601.317445 + Penalty 3401.232066 = -4026200.085379
  nChanged 6
		SP:Iteration 27Q (3913.380000 sec): 3 clusters
  Score: Raw -4029606.350045 + Penalty 3401.232066 = -4026205.117980
  nChanged 7
		SP:Iteration 28Q (3913.450000 sec): 3 clusters
  Score: Raw -4029611.570130 + Penalty 3401.232066 = -4026210.338065
  nChanged 5
		SP:Iteration 29Q (3913.520000 sec): 3 clusters
  Score: Raw -4029615.788829 + Penalty 3401.232066 = -4026214.556763
  nChanged 4
		SP:Iteration 30Q (3913.580000 sec): 3 clusters
  Score: Raw -4029618.855404 + Penalty 3401.232066 = -4026217.623338
  nChanged 3
		SP:Iteration 31Q (3913.650000 sec): 3 clusters
  Score: Raw -4029621.308138 + Penalty 3401.232066 = -4026220.076072
  nChanged 3
		SP:Iteration 32Q (3913.720000 sec): 3 clusters
  Score: Raw -4029622.202350 + Penalty 3401.232066 = -4026220.970284
  nChanged 2
		SP:Iteration 33Q (3913.790000 sec): 3 clusters
  Score: Raw -4029623.004977 + Penalty 3401.232066 = -4026221.772911
  nChanged 1
		SP:Iteration 34Q (3913.850000 sec): 3 clusters
  Score: Raw -4029623.247199 + Penalty 3401.232066 = -4026222.015133
  nChanged 1
		SP:Iteration 35Q (3913.920000 sec): 3 clusters
  Score: Raw -4029623.424895 + Penalty 3401.232066 = -4026222.192829
  nChanged 0
		SP:Iteration 36F (3914.010000 sec): 3 clusters
  Score: Raw -4029623.424895 + Penalty 3401.232066 = -4026222.192829
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (56906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3914.220000 sec): 2 clusters
  Score: Raw -6732373.564896 + Penalty 1779.237860 = -6730594.327036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3914.370000 sec): 3 clusters
  Score: Raw -6695981.508079 + Penalty 3558.475720 = -6692423.032359
  nChanged 26861
		SP:Iteration 1F (3914.520000 sec): 3 clusters
  Score: Raw -6710954.824033 + Penalty 3558.475720 = -6707396.348313
  nChanged 1963
		SP:Iteration 2Q (3914.670000 sec): 3 clusters
  Score: Raw -6711467.821062 + Penalty 3558.475720 = -6707909.345342
  nChanged 1986
		SP:Iteration 3Q (3914.820000 sec): 3 clusters
  Score: Raw -6712086.819900 + Penalty 3558.475720 = -6708528.344179
  nChanged 2262
		SP:Iteration 4Q (3914.970000 sec): 3 clusters
  Score: Raw -6712961.692687 + Penalty 3558.475720 = -6709403.216967
  nChanged 2513
		SP:Iteration 5Q (3915.130000 sec): 3 clusters
  Score: Raw -6714176.851552 + Penalty 3558.475720 = -6710618.375832
  nChanged 2892
		SP:Iteration 6F (3915.270000 sec): 3 clusters
  Score: Raw -6715990.959157 + Penalty 3558.475720 = -6712432.483436
  nChanged 3499
		SP:Iteration 7F (3915.430000 sec): 3 clusters
  Score: Raw -6718664.773410 + Penalty 3558.475720 = -6715106.297689
  nChanged 3912
		SP:Iteration 8F (3915.570000 sec): 3 clusters
  Score: Raw -6722021.474910 + Penalty 3558.475720 = -6718462.999190
  nChanged 3751
		SP:Iteration 9F (3915.720000 sec): 3 clusters
  Score: Raw -6725369.498790 + Penalty 3558.475720 = -6721811.023069
  nChanged 3190
		SP:Iteration 10F (3915.870000 sec): 3 clusters
  Score: Raw -6728018.213267 + Penalty 3558.475720 = -6724459.737546
  nChanged 2343
		SP:Iteration 11Q (3916.000000 sec): 3 clusters
  Score: Raw -6729748.406640 + Penalty 3558.475720 = -6726189.930920
  nChanged 1651
		SP:Iteration 12Q (3916.130000 sec): 3 clusters
  Score: Raw -6730897.478517 + Penalty 3558.475720 = -6727339.002796
  nChanged 1121
		SP:Iteration 13Q (3916.250000 sec): 3 clusters
  Score: Raw -6731628.006967 + Penalty 3558.475720 = -6728069.531246
  nChanged 711
		SP:Iteration 14Q (3916.370000 sec): 3 clusters
  Score: Raw -6732054.632075 + Penalty 3558.475720 = -6728496.156355
  nChanged 434
		SP:Iteration 15Q (3916.490000 sec): 3 clusters
  Score: Raw -6732291.010427 + Penalty 3558.475720 = -6728732.534706
  nChanged 285
		SP:Iteration 16Q (3916.600000 sec): 3 clusters
  Score: Raw -6732440.087474 + Penalty 3558.475720 = -6728881.611754
  nChanged 185
		SP:Iteration 17Q (3916.710000 sec): 3 clusters
  Score: Raw -6732524.549113 + Penalty 3558.475720 = -6728966.073392
  nChanged 155
		SP:Iteration 18Q (3916.810000 sec): 3 clusters
  Score: Raw -6732590.802799 + Penalty 3558.475720 = -6729032.327079
  nChanged 106
		SP:Iteration 19Q (3916.920000 sec): 3 clusters
  Score: Raw -6732634.160243 + Penalty 3558.475720 = -6729075.684523
  nChanged 85
		SP:Iteration 20F (3917.070000 sec): 3 clusters
  Score: Raw -6732673.600089 + Penalty 3558.475720 = -6729115.124369
  nChanged 74
		SP:Iteration 21Q (3917.180000 sec): 3 clusters
  Score: Raw -6732714.283597 + Penalty 3558.475720 = -6729155.807877
  nChanged 60
		SP:Iteration 22Q (3917.290000 sec): 3 clusters
  Score: Raw -6732744.657964 + Penalty 3558.475720 = -6729186.182244
  nChanged 60
		SP:Iteration 23Q (3917.390000 sec): 3 clusters
  Score: Raw -6732769.519804 + Penalty 3558.475720 = -6729211.044084
  nChanged 40
		SP:Iteration 24Q (3917.500000 sec): 3 clusters
  Score: Raw -6732784.378833 + Penalty 3558.475720 = -6729225.903112
  nChanged 24
		SP:Iteration 25Q (3917.600000 sec): 3 clusters
  Score: Raw -6732792.357295 + Penalty 3558.475720 = -6729233.881575
  nChanged 25
		SP:Iteration 26Q (3917.710000 sec): 3 clusters
  Score: Raw -6732800.126860 + Penalty 3558.475720 = -6729241.651139
  nChanged 18
		SP:Iteration 27Q (3917.810000 sec): 3 clusters
  Score: Raw -6732806.508927 + Penalty 3558.475720 = -6729248.033207
  nChanged 19
		SP:Iteration 28Q (3917.920000 sec): 3 clusters
  Score: Raw -6732813.252147 + Penalty 3558.475720 = -6729254.776427
  nChanged 19
		SP:Iteration 29Q (3918.020000 sec): 3 clusters
  Score: Raw -6732821.122464 + Penalty 3558.475720 = -6729262.646744
  nChanged 23
		SP:Iteration 30Q (3918.130000 sec): 3 clusters
  Score: Raw -6732830.602750 + Penalty 3558.475720 = -6729272.127030
  nChanged 18
		SP:Iteration 31Q (3918.230000 sec): 3 clusters
  Score: Raw -6732838.245430 + Penalty 3558.475720 = -6729279.769710
  nChanged 22
		SP:Iteration 32Q (3918.330000 sec): 3 clusters
  Score: Raw -6732845.274875 + Penalty 3558.475720 = -6729286.799154
  nChanged 12
		SP:Iteration 33Q (3918.440000 sec): 3 clusters
  Score: Raw -6732850.715231 + Penalty 3558.475720 = -6729292.239510
  nChanged 15
		SP:Iteration 34Q (3918.540000 sec): 3 clusters
  Score: Raw -6732856.200828 + Penalty 3558.475720 = -6729297.725108
  nChanged 18
		SP:Iteration 35Q (3918.650000 sec): 3 clusters
  Score: Raw -6732863.702769 + Penalty 3558.475720 = -6729305.227048
  nChanged 18
		SP:Iteration 36Q (3918.750000 sec): 3 clusters
  Score: Raw -6732869.409117 + Penalty 3558.475720 = -6729310.933396
  nChanged 7
		SP:Iteration 37Q (3918.850000 sec): 3 clusters
  Score: Raw -6732871.761293 + Penalty 3558.475720 = -6729313.285573
  nChanged 5
		SP:Iteration 38Q (3918.960000 sec): 3 clusters
  Score: Raw -6732873.819059 + Penalty 3558.475720 = -6729315.343339
  nChanged 7
		SP:Iteration 39Q (3919.060000 sec): 3 clusters
  Score: Raw -6732875.717891 + Penalty 3558.475720 = -6729317.242171
  nChanged 5
		SP:Iteration 40F (3919.200000 sec): 3 clusters
  Score: Raw -6732876.810167 + Penalty 3558.475720 = -6729318.334447
  nChanged 2
		SP:Iteration 41Q (3919.310000 sec): 3 clusters
  Score: Raw -6732877.161982 + Penalty 3558.475720 = -6729318.686261
  nChanged 1
		SP:Iteration 42Q (3919.410000 sec): 3 clusters
  Score: Raw -6732877.578414 + Penalty 3558.475720 = -6729319.102694
  nChanged 1
		SP:Iteration 43Q (3919.510000 sec): 3 clusters
  Score: Raw -6732877.942752 + Penalty 3558.475720 = -6729319.467032
  nChanged 1
		SP:Iteration 44Q (3919.620000 sec): 3 clusters
  Score: Raw -6732878.388694 + Penalty 3558.475720 = -6729319.912974
  nChanged 3
		SP:Iteration 45Q (3919.720000 sec): 3 clusters
  Score: Raw -6732879.262226 + Penalty 3558.475720 = -6729320.786505
  nChanged 2
		SP:Iteration 46Q (3919.820000 sec): 3 clusters
  Score: Raw -6732879.863833 + Penalty 3558.475720 = -6729321.388112
  nChanged 2
		SP:Iteration 47Q (3919.930000 sec): 3 clusters
  Score: Raw -6732880.200606 + Penalty 3558.475720 = -6729321.724886
  nChanged 0
		SP:Iteration 48F (3920.070000 sec): 3 clusters
  Score: Raw -6732880.200606 + Penalty 3558.475720 = -6729321.724886
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (20108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3920.150000 sec): 2 clusters
  Score: Raw -2355287.375464 + Penalty 1610.191867 = -2353677.183598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3920.200000 sec): 3 clusters
  Score: Raw -2343182.042241 + Penalty 3220.383733 = -2339961.658508
  nChanged 9106
		SP:Iteration 1F (3920.260000 sec): 3 clusters
  Score: Raw -2348222.516619 + Penalty 3220.383733 = -2345002.132885
  nChanged 1031
		SP:Iteration 2F (3920.310000 sec): 3 clusters
  Score: Raw -2348667.583807 + Penalty 3220.383733 = -2345447.200074
  nChanged 1020
		SP:Iteration 3F (3920.360000 sec): 3 clusters
  Score: Raw -2349154.361685 + Penalty 3220.383733 = -2345933.977952
  nChanged 1046
		SP:Iteration 4F (3920.410000 sec): 3 clusters
  Score: Raw -2349666.819597 + Penalty 3220.383733 = -2346446.435864
  nChanged 1023
		SP:Iteration 5F (3920.460000 sec): 3 clusters
  Score: Raw -2350178.936443 + Penalty 3220.383733 = -2346958.552710
  nChanged 1018
		SP:Iteration 6F (3920.510000 sec): 3 clusters
  Score: Raw -2350660.801940 + Penalty 3220.383733 = -2347440.418207
  nChanged 936
		SP:Iteration 7Q (3920.560000 sec): 3 clusters
  Score: Raw -2351071.697901 + Penalty 3220.383733 = -2347851.314168
  nChanged 890
		SP:Iteration 8Q (3920.620000 sec): 3 clusters
  Score: Raw -2351487.512095 + Penalty 3220.383733 = -2348267.128362
  nChanged 797
		SP:Iteration 9Q (3920.670000 sec): 3 clusters
  Score: Raw -2351850.453015 + Penalty 3220.383733 = -2348630.069282
  nChanged 734
		SP:Iteration 10Q (3920.720000 sec): 3 clusters
  Score: Raw -2352155.072342 + Penalty 3220.383733 = -2348934.688608
  nChanged 655
		SP:Iteration 11Q (3920.770000 sec): 3 clusters
  Score: Raw -2352418.456592 + Penalty 3220.383733 = -2349198.072859
  nChanged 610
		SP:Iteration 12Q (3920.820000 sec): 3 clusters
  Score: Raw -2352649.538437 + Penalty 3220.383733 = -2349429.154703
  nChanged 575
		SP:Iteration 13Q (3920.870000 sec): 3 clusters
  Score: Raw -2352849.849170 + Penalty 3220.383733 = -2349629.465437
  nChanged 512
		SP:Iteration 14Q (3920.920000 sec): 3 clusters
  Score: Raw -2353022.818850 + Penalty 3220.383733 = -2349802.435117
  nChanged 467
		SP:Iteration 15Q (3920.970000 sec): 3 clusters
  Score: Raw -2353185.493661 + Penalty 3220.383733 = -2349965.109928
  nChanged 445
		SP:Iteration 16Q (3921.020000 sec): 3 clusters
  Score: Raw -2353324.316210 + Penalty 3220.383733 = -2350103.932477
  nChanged 368
		SP:Iteration 17Q (3921.070000 sec): 3 clusters
  Score: Raw -2353426.568616 + Penalty 3220.383733 = -2350206.184883
  nChanged 323
		SP:Iteration 18Q (3921.120000 sec): 3 clusters
  Score: Raw -2353513.451597 + Penalty 3220.383733 = -2350293.067864
  nChanged 297
		SP:Iteration 19Q (3921.170000 sec): 3 clusters
  Score: Raw -2353594.496937 + Penalty 3220.383733 = -2350374.113204
  nChanged 273
		SP:Iteration 20F (3921.220000 sec): 3 clusters
  Score: Raw -2353671.574177 + Penalty 3220.383733 = -2350451.190444
  nChanged 272
		SP:Iteration 21Q (3921.270000 sec): 3 clusters
  Score: Raw -2353759.541405 + Penalty 3220.383733 = -2350539.157672
  nChanged 288
		SP:Iteration 22Q (3921.320000 sec): 3 clusters
  Score: Raw -2353845.653843 + Penalty 3220.383733 = -2350625.270110
  nChanged 277
		SP:Iteration 23Q (3921.370000 sec): 3 clusters
  Score: Raw -2353931.751575 + Penalty 3220.383733 = -2350711.367842
  nChanged 271
		SP:Iteration 24Q (3921.420000 sec): 3 clusters
  Score: Raw -2354025.449440 + Penalty 3220.383733 = -2350805.065707
  nChanged 289
		SP:Iteration 25Q (3921.460000 sec): 3 clusters
  Score: Raw -2354139.237868 + Penalty 3220.383733 = -2350918.854135
  nChanged 324
		SP:Iteration 26Q (3921.510000 sec): 3 clusters
  Score: Raw -2354281.253249 + Penalty 3220.383733 = -2351060.869516
  nChanged 365
		SP:Iteration 27Q (3921.560000 sec): 3 clusters
  Score: Raw -2354484.148082 + Penalty 3220.383733 = -2351263.764349
  nChanged 404
		SP:Iteration 28Q (3921.610000 sec): 3 clusters
  Score: Raw -2354723.056271 + Penalty 3220.383733 = -2351502.672538
  nChanged 402
		SP:Iteration 29Q (3921.650000 sec): 3 clusters
  Score: Raw -2354976.033911 + Penalty 3220.383733 = -2351755.650178
  nChanged 369
		SP:Iteration 30Q (3921.700000 sec): 3 clusters
  Score: Raw -2355222.261966 + Penalty 3220.383733 = -2352001.878233
  nChanged 351
		SP:Iteration 31Q (3921.740000 sec): 3 clusters
  Score: Raw -2355430.141023 + Penalty 3220.383733 = -2352209.757290
  nChanged 307
		SP:Iteration 32Q (3921.790000 sec): 3 clusters
  Score: Raw -2355591.569082 + Penalty 3220.383733 = -2352371.185349
  nChanged 260
		SP:Iteration 33Q (3921.840000 sec): 3 clusters
  Score: Raw -2355716.224308 + Penalty 3220.383733 = -2352495.840575
  nChanged 251
		SP:Iteration 34Q (3921.880000 sec): 3 clusters
  Score: Raw -2355817.199519 + Penalty 3220.383733 = -2352596.815786
  nChanged 201
		SP:Iteration 35Q (3921.920000 sec): 3 clusters
  Score: Raw -2355895.504395 + Penalty 3220.383733 = -2352675.120662
  nChanged 182
		SP:Iteration 36Q (3921.960000 sec): 3 clusters
  Score: Raw -2355965.277516 + Penalty 3220.383733 = -2352744.893783
  nChanged 155
		SP:Iteration 37Q (3922.000000 sec): 3 clusters
  Score: Raw -2356020.589183 + Penalty 3220.383733 = -2352800.205450
  nChanged 150
		SP:Iteration 38Q (3922.050000 sec): 3 clusters
  Score: Raw -2356075.183932 + Penalty 3220.383733 = -2352854.800199
  nChanged 142
		SP:Iteration 39Q (3922.090000 sec): 3 clusters
  Score: Raw -2356125.449628 + Penalty 3220.383733 = -2352905.065895
  nChanged 118
		SP:Iteration 40F (3922.140000 sec): 3 clusters
  Score: Raw -2356164.134285 + Penalty 3220.383733 = -2352943.750552
  nChanged 105
		SP:Iteration 41Q (3922.180000 sec): 3 clusters
  Score: Raw -2356204.372604 + Penalty 3220.383733 = -2352983.988871
  nChanged 111
		SP:Iteration 42Q (3922.220000 sec): 3 clusters
  Score: Raw -2356241.805724 + Penalty 3220.383733 = -2353021.421991
  nChanged 90
		SP:Iteration 43Q (3922.260000 sec): 3 clusters
  Score: Raw -2356270.221125 + Penalty 3220.383733 = -2353049.837392
  nChanged 91
		SP:Iteration 44Q (3922.300000 sec): 3 clusters
  Score: Raw -2356301.411322 + Penalty 3220.383733 = -2353081.027588
  nChanged 89
		SP:Iteration 45Q (3922.340000 sec): 3 clusters
  Score: Raw -2356337.737566 + Penalty 3220.383733 = -2353117.353833
  nChanged 97
		SP:Iteration 46Q (3922.380000 sec): 3 clusters
  Score: Raw -2356372.866841 + Penalty 3220.383733 = -2353152.483108
  nChanged 90
		SP:Iteration 47Q (3922.420000 sec): 3 clusters
  Score: Raw -2356404.820204 + Penalty 3220.383733 = -2353184.436471
  nChanged 75
		SP:Iteration 48Q (3922.460000 sec): 3 clusters
  Score: Raw -2356433.932037 + Penalty 3220.383733 = -2353213.548304
  nChanged 60
		SP:Iteration 49Q (3922.500000 sec): 3 clusters
  Score: Raw -2356453.191285 + Penalty 3220.383733 = -2353232.807552
  nChanged 42
		SP:Iteration 50Q (3922.540000 sec): 3 clusters
  Score: Raw -2356463.194931 + Penalty 3220.383733 = -2353242.811198
  nChanged 27
		SP:Iteration 51Q (3922.580000 sec): 3 clusters
  Score: Raw -2356470.439663 + Penalty 3220.383733 = -2353250.055930
  nChanged 22
		SP:Iteration 52Q (3922.620000 sec): 3 clusters
  Score: Raw -2356476.479814 + Penalty 3220.383733 = -2353256.096080
  nChanged 26
		SP:Iteration 53Q (3922.650000 sec): 3 clusters
  Score: Raw -2356484.200184 + Penalty 3220.383733 = -2353263.816451
  nChanged 30
		SP:Iteration 54Q (3922.690000 sec): 3 clusters
  Score: Raw -2356492.659161 + Penalty 3220.383733 = -2353272.275428
  nChanged 30
		SP:Iteration 55Q (3922.730000 sec): 3 clusters
  Score: Raw -2356500.854328 + Penalty 3220.383733 = -2353280.470595
  nChanged 26
		SP:Iteration 56Q (3922.770000 sec): 3 clusters
  Score: Raw -2356508.069628 + Penalty 3220.383733 = -2353287.685895
  nChanged 28
		SP:Iteration 57Q (3922.810000 sec): 3 clusters
  Score: Raw -2356517.389582 + Penalty 3220.383733 = -2353297.005849
  nChanged 27
		SP:Iteration 58Q (3922.840000 sec): 3 clusters
  Score: Raw -2356525.990906 + Penalty 3220.383733 = -2353305.607173
  nChanged 29
		SP:Iteration 59Q (3922.880000 sec): 3 clusters
  Score: Raw -2356534.706329 + Penalty 3220.383733 = -2353314.322596
  nChanged 32
		SP:Iteration 60F (3922.940000 sec): 3 clusters
  Score: Raw -2356545.361680 + Penalty 3220.383733 = -2353324.977947
  nChanged 23
		SP:Iteration 61Q (3922.970000 sec): 3 clusters
  Score: Raw -2356554.758434 + Penalty 3220.383733 = -2353334.374701
  nChanged 30
		SP:Iteration 62Q (3923.010000 sec): 3 clusters
  Score: Raw -2356568.238432 + Penalty 3220.383733 = -2353347.854699
  nChanged 26
		SP:Iteration 63Q (3923.050000 sec): 3 clusters
  Score: Raw -2356580.798517 + Penalty 3220.383733 = -2353360.414784
  nChanged 25
		SP:Iteration 64Q (3923.090000 sec): 3 clusters
  Score: Raw -2356591.393854 + Penalty 3220.383733 = -2353371.010121
  nChanged 31
		SP:Iteration 65Q (3923.120000 sec): 3 clusters
  Score: Raw -2356611.107601 + Penalty 3220.383733 = -2353390.723868
  nChanged 37
		SP:Iteration 66Q (3923.160000 sec): 3 clusters
  Score: Raw -2356640.528461 + Penalty 3220.383733 = -2353420.144728
  nChanged 32
		SP:Iteration 67Q (3923.200000 sec): 3 clusters
  Score: Raw -2356663.954460 + Penalty 3220.383733 = -2353443.570727
  nChanged 24
		SP:Iteration 68Q (3923.240000 sec): 3 clusters
  Score: Raw -2356680.156407 + Penalty 3220.383733 = -2353459.772674
  nChanged 16
		SP:Iteration 69Q (3923.270000 sec): 3 clusters
  Score: Raw -2356687.056869 + Penalty 3220.383733 = -2353466.673135
  nChanged 9
		SP:Iteration 70Q (3923.310000 sec): 3 clusters
  Score: Raw -2356690.605459 + Penalty 3220.383733 = -2353470.221726
  nChanged 7
		SP:Iteration 71Q (3923.350000 sec): 3 clusters
  Score: Raw -2356692.642287 + Penalty 3220.383733 = -2353472.258554
  nChanged 6
		SP:Iteration 72Q (3923.380000 sec): 3 clusters
  Score: Raw -2356695.938436 + Penalty 3220.383733 = -2353475.554703
  nChanged 11
		SP:Iteration 73Q (3923.420000 sec): 3 clusters
  Score: Raw -2356700.885275 + Penalty 3220.383733 = -2353480.501542
  nChanged 12
		SP:Iteration 74Q (3923.460000 sec): 3 clusters
  Score: Raw -2356704.692023 + Penalty 3220.383733 = -2353484.308290
  nChanged 7
		SP:Iteration 75Q (3923.490000 sec): 3 clusters
  Score: Raw -2356706.223523 + Penalty 3220.383733 = -2353485.839790
  nChanged 2
		SP:Iteration 76Q (3923.530000 sec): 3 clusters
  Score: Raw -2356707.332257 + Penalty 3220.383733 = -2353486.948524
  nChanged 3
		SP:Iteration 77Q (3923.570000 sec): 3 clusters
  Score: Raw -2356707.970600 + Penalty 3220.383733 = -2353487.586867
  nChanged 1
		SP:Iteration 78Q (3923.600000 sec): 3 clusters
  Score: Raw -2356708.208655 + Penalty 3220.383733 = -2353487.824922
  nChanged 1
		SP:Iteration 79Q (3923.640000 sec): 3 clusters
  Score: Raw -2356708.515962 + Penalty 3220.383733 = -2353488.132229
  nChanged 1
		SP:Iteration 80F (3923.690000 sec): 3 clusters
  Score: Raw -2356708.759693 + Penalty 3220.383733 = -2353488.375960
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (14238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3923.740000 sec): 2 clusters
  Score: Raw -1626097.082105 + Penalty 1554.096330 = -1624542.985775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3923.780000 sec): 3 clusters
  Score: Raw -1617770.478493 + Penalty 3108.192661 = -1614662.285832
  nChanged 6295
		SP:Iteration 1F (3923.820000 sec): 3 clusters
  Score: Raw -1621414.228484 + Penalty 3108.192661 = -1618306.035823
  nChanged 975
		SP:Iteration 2F (3923.850000 sec): 3 clusters
  Score: Raw -1621999.425815 + Penalty 3108.192661 = -1618891.233154
  nChanged 882
		SP:Iteration 3F (3923.890000 sec): 3 clusters
  Score: Raw -1622572.744400 + Penalty 3108.192661 = -1619464.551739
  nChanged 855
		SP:Iteration 4F (3923.920000 sec): 3 clusters
  Score: Raw -1623156.650693 + Penalty 3108.192661 = -1620048.458032
  nChanged 831
		SP:Iteration 5F (3923.960000 sec): 3 clusters
  Score: Raw -1623674.569244 + Penalty 3108.192661 = -1620566.376583
  nChanged 693
		SP:Iteration 6Q (3923.990000 sec): 3 clusters
  Score: Raw -1624055.269307 + Penalty 3108.192661 = -1620947.076646
  nChanged 589
		SP:Iteration 7Q (3924.030000 sec): 3 clusters
  Score: Raw -1624357.379620 + Penalty 3108.192661 = -1621249.186959
  nChanged 527
		SP:Iteration 8Q (3924.060000 sec): 3 clusters
  Score: Raw -1624640.101019 + Penalty 3108.192661 = -1621531.908358
  nChanged 448
		SP:Iteration 9Q (3924.100000 sec): 3 clusters
  Score: Raw -1624864.041536 + Penalty 3108.192661 = -1621755.848875
  nChanged 421
		SP:Iteration 10Q (3924.130000 sec): 3 clusters
  Score: Raw -1625075.325104 + Penalty 3108.192661 = -1621967.132443
  nChanged 348
		SP:Iteration 11Q (3924.170000 sec): 3 clusters
  Score: Raw -1625243.331933 + Penalty 3108.192661 = -1622135.139272
  nChanged 298
		SP:Iteration 12Q (3924.200000 sec): 3 clusters
  Score: Raw -1625367.793209 + Penalty 3108.192661 = -1622259.600548
  nChanged 253
		SP:Iteration 13Q (3924.240000 sec): 3 clusters
  Score: Raw -1625475.296867 + Penalty 3108.192661 = -1622367.104206
  nChanged 251
		SP:Iteration 14Q (3924.270000 sec): 3 clusters
  Score: Raw -1625571.476363 + Penalty 3108.192661 = -1622463.283703
  nChanged 221
		SP:Iteration 15Q (3924.300000 sec): 3 clusters
  Score: Raw -1625645.911837 + Penalty 3108.192661 = -1622537.719176
  nChanged 189
		SP:Iteration 16Q (3924.330000 sec): 3 clusters
  Score: Raw -1625700.768743 + Penalty 3108.192661 = -1622592.576082
  nChanged 134
		SP:Iteration 17Q (3924.360000 sec): 3 clusters
  Score: Raw -1625728.538865 + Penalty 3108.192661 = -1622620.346204
  nChanged 104
		SP:Iteration 18Q (3924.400000 sec): 3 clusters
  Score: Raw -1625748.093051 + Penalty 3108.192661 = -1622639.900390
  nChanged 81
		SP:Iteration 19Q (3924.430000 sec): 3 clusters
  Score: Raw -1625763.921112 + Penalty 3108.192661 = -1622655.728451
  nChanged 76
		SP:Iteration 20F (3924.470000 sec): 3 clusters
  Score: Raw -1625775.409344 + Penalty 3108.192661 = -1622667.216683
  nChanged 69
		SP:Iteration 21Q (3924.500000 sec): 3 clusters
  Score: Raw -1625787.396412 + Penalty 3108.192661 = -1622679.203751
  nChanged 56
		SP:Iteration 22Q (3924.530000 sec): 3 clusters
  Score: Raw -1625798.109852 + Penalty 3108.192661 = -1622689.917191
  nChanged 61
		SP:Iteration 23Q (3924.560000 sec): 3 clusters
  Score: Raw -1625808.411644 + Penalty 3108.192661 = -1622700.218983
  nChanged 65
		SP:Iteration 24Q (3924.600000 sec): 3 clusters
  Score: Raw -1625819.274514 + Penalty 3108.192661 = -1622711.081853
  nChanged 55
		SP:Iteration 25Q (3924.630000 sec): 3 clusters
  Score: Raw -1625827.114670 + Penalty 3108.192661 = -1622718.922010
  nChanged 44
		SP:Iteration 26Q (3924.660000 sec): 3 clusters
  Score: Raw -1625833.869578 + Penalty 3108.192661 = -1622725.676918
  nChanged 33
		SP:Iteration 27Q (3924.700000 sec): 3 clusters
  Score: Raw -1625838.382931 + Penalty 3108.192661 = -1622730.190270
  nChanged 29
		SP:Iteration 28Q (3924.730000 sec): 3 clusters
  Score: Raw -1625843.096853 + Penalty 3108.192661 = -1622734.904192
  nChanged 33
		SP:Iteration 29Q (3924.770000 sec): 3 clusters
  Score: Raw -1625848.861983 + Penalty 3108.192661 = -1622740.669322
  nChanged 33
		SP:Iteration 30Q (3924.800000 sec): 3 clusters
  Score: Raw -1625853.404030 + Penalty 3108.192661 = -1622745.211369
  nChanged 33
		SP:Iteration 31Q (3924.830000 sec): 3 clusters
  Score: Raw -1625857.389105 + Penalty 3108.192661 = -1622749.196444
  nChanged 18
		SP:Iteration 32Q (3924.860000 sec): 3 clusters
  Score: Raw -1625859.125983 + Penalty 3108.192661 = -1622750.933322
  nChanged 18
		SP:Iteration 33Q (3924.890000 sec): 3 clusters
  Score: Raw -1625860.793755 + Penalty 3108.192661 = -1622752.601094
  nChanged 15
		SP:Iteration 34Q (3924.930000 sec): 3 clusters
  Score: Raw -1625862.609318 + Penalty 3108.192661 = -1622754.416658
  nChanged 13
		SP:Iteration 35Q (3924.960000 sec): 3 clusters
  Score: Raw -1625864.025856 + Penalty 3108.192661 = -1622755.833195
  nChanged 12
		SP:Iteration 36Q (3924.990000 sec): 3 clusters
  Score: Raw -1625865.165898 + Penalty 3108.192661 = -1622756.973237
  nChanged 10
		SP:Iteration 37Q (3925.020000 sec): 3 clusters
  Score: Raw -1625866.089194 + Penalty 3108.192661 = -1622757.896533
  nChanged 11
		SP:Iteration 38Q (3925.050000 sec): 3 clusters
  Score: Raw -1625867.064904 + Penalty 3108.192661 = -1622758.872243
  nChanged 19
		SP:Iteration 39Q (3925.090000 sec): 3 clusters
  Score: Raw -1625869.643285 + Penalty 3108.192661 = -1622761.450625
  nChanged 26
		SP:Iteration 40F (3925.120000 sec): 3 clusters
  Score: Raw -1625873.268425 + Penalty 3108.192661 = -1622765.075764
  nChanged 24
		SP:Iteration 41Q (3925.150000 sec): 3 clusters
  Score: Raw -1625876.652283 + Penalty 3108.192661 = -1622768.459622
  nChanged 25
		SP:Iteration 42Q (3925.190000 sec): 3 clusters
  Score: Raw -1625879.284055 + Penalty 3108.192661 = -1622771.091394
  nChanged 26
		SP:Iteration 43Q (3925.220000 sec): 3 clusters
  Score: Raw -1625882.593220 + Penalty 3108.192661 = -1622774.400559
  nChanged 22
		SP:Iteration 44Q (3925.250000 sec): 3 clusters
  Score: Raw -1625884.538725 + Penalty 3108.192661 = -1622776.346064
  nChanged 20
		SP:Iteration 45Q (3925.280000 sec): 3 clusters
  Score: Raw -1625886.555154 + Penalty 3108.192661 = -1622778.362493
  nChanged 20
		SP:Iteration 46Q (3925.310000 sec): 3 clusters
  Score: Raw -1625888.335660 + Penalty 3108.192661 = -1622780.142999
  nChanged 24
		SP:Iteration 47Q (3925.350000 sec): 3 clusters
  Score: Raw -1625891.448785 + Penalty 3108.192661 = -1622783.256124
  nChanged 26
		SP:Iteration 48Q (3925.380000 sec): 3 clusters
  Score: Raw -1625894.940243 + Penalty 3108.192661 = -1622786.747582
  nChanged 38
		SP:Iteration 49Q (3925.410000 sec): 3 clusters
  Score: Raw -1625900.548082 + Penalty 3108.192661 = -1622792.355421
  nChanged 36
		SP:Iteration 50Q (3925.440000 sec): 3 clusters
  Score: Raw -1625904.503071 + Penalty 3108.192661 = -1622796.310410
  nChanged 39
		SP:Iteration 51Q (3925.470000 sec): 3 clusters
  Score: Raw -1625909.693097 + Penalty 3108.192661 = -1622801.500437
  nChanged 40
		SP:Iteration 52Q (3925.510000 sec): 3 clusters
  Score: Raw -1625916.360608 + Penalty 3108.192661 = -1622808.167947
  nChanged 43
		SP:Iteration 53Q (3925.530000 sec): 3 clusters
  Score: Raw -1625924.425925 + Penalty 3108.192661 = -1622816.233265
  nChanged 41
		SP:Iteration 54Q (3925.570000 sec): 3 clusters
  Score: Raw -1625930.597493 + Penalty 3108.192661 = -1622822.404832
  nChanged 35
		SP:Iteration 55Q (3925.600000 sec): 3 clusters
  Score: Raw -1625934.964573 + Penalty 3108.192661 = -1622826.771913
  nChanged 33
		SP:Iteration 56Q (3925.630000 sec): 3 clusters
  Score: Raw -1625939.415130 + Penalty 3108.192661 = -1622831.222469
  nChanged 32
		SP:Iteration 57Q (3925.660000 sec): 3 clusters
  Score: Raw -1625944.169408 + Penalty 3108.192661 = -1622835.976747
  nChanged 41
		SP:Iteration 58Q (3925.690000 sec): 3 clusters
  Score: Raw -1625949.738853 + Penalty 3108.192661 = -1622841.546192
  nChanged 39
		SP:Iteration 59Q (3925.730000 sec): 3 clusters
  Score: Raw -1625954.747516 + Penalty 3108.192661 = -1622846.554855
  nChanged 29
		SP:Iteration 60F (3925.760000 sec): 3 clusters
  Score: Raw -1625958.641696 + Penalty 3108.192661 = -1622850.449035
  nChanged 35
		SP:Iteration 61Q (3925.790000 sec): 3 clusters
  Score: Raw -1625963.708356 + Penalty 3108.192661 = -1622855.515695
  nChanged 32
		SP:Iteration 62Q (3925.820000 sec): 3 clusters
  Score: Raw -1625967.955492 + Penalty 3108.192661 = -1622859.762831
  nChanged 27
		SP:Iteration 63Q (3925.850000 sec): 3 clusters
  Score: Raw -1625971.341787 + Penalty 3108.192661 = -1622863.149126
  nChanged 30
		SP:Iteration 64Q (3925.890000 sec): 3 clusters
  Score: Raw -1625975.298798 + Penalty 3108.192661 = -1622867.106137
  nChanged 31
		SP:Iteration 65Q (3925.920000 sec): 3 clusters
  Score: Raw -1625979.985549 + Penalty 3108.192661 = -1622871.792888
  nChanged 32
		SP:Iteration 66Q (3925.950000 sec): 3 clusters
  Score: Raw -1625985.666080 + Penalty 3108.192661 = -1622877.473419
  nChanged 28
		SP:Iteration 67Q (3925.980000 sec): 3 clusters
  Score: Raw -1625990.848693 + Penalty 3108.192661 = -1622882.656032
  nChanged 34
		SP:Iteration 68Q (3926.010000 sec): 3 clusters
  Score: Raw -1625996.331520 + Penalty 3108.192661 = -1622888.138859
  nChanged 40
		SP:Iteration 69Q (3926.040000 sec): 3 clusters
  Score: Raw -1626004.421819 + Penalty 3108.192661 = -1622896.229158
  nChanged 45
		SP:Iteration 70Q (3926.070000 sec): 3 clusters
  Score: Raw -1626012.101486 + Penalty 3108.192661 = -1622903.908825
  nChanged 40
		SP:Iteration 71Q (3926.110000 sec): 3 clusters
  Score: Raw -1626019.889504 + Penalty 3108.192661 = -1622911.696843
  nChanged 37
		SP:Iteration 72Q (3926.130000 sec): 3 clusters
  Score: Raw -1626026.565041 + Penalty 3108.192661 = -1622918.372380
  nChanged 37
		SP:Iteration 73Q (3926.170000 sec): 3 clusters
  Score: Raw -1626034.393686 + Penalty 3108.192661 = -1622926.201025
  nChanged 39
		SP:Iteration 74Q (3926.200000 sec): 3 clusters
  Score: Raw -1626041.272202 + Penalty 3108.192661 = -1622933.079541
  nChanged 37
		SP:Iteration 75Q (3926.230000 sec): 3 clusters
  Score: Raw -1626047.385265 + Penalty 3108.192661 = -1622939.192604
  nChanged 38
		SP:Iteration 76Q (3926.260000 sec): 3 clusters
  Score: Raw -1626053.290654 + Penalty 3108.192661 = -1622945.097993
  nChanged 29
		SP:Iteration 77Q (3926.290000 sec): 3 clusters
  Score: Raw -1626056.958211 + Penalty 3108.192661 = -1622948.765550
  nChanged 27
		SP:Iteration 78Q (3926.320000 sec): 3 clusters
  Score: Raw -1626060.520751 + Penalty 3108.192661 = -1622952.328090
  nChanged 32
		SP:Iteration 79Q (3926.350000 sec): 3 clusters
  Score: Raw -1626066.511911 + Penalty 3108.192661 = -1622958.319250
  nChanged 30
		SP:Iteration 80F (3926.390000 sec): 3 clusters
  Score: Raw -1626071.973279 + Penalty 3108.192661 = -1622963.780618
  nChanged 36
		SP:Iteration 81Q (3926.420000 sec): 3 clusters
  Score: Raw -1626078.656351 + Penalty 3108.192661 = -1622970.463690
  nChanged 39
		SP:Iteration 82Q (3926.450000 sec): 3 clusters
  Score: Raw -1626085.131884 + Penalty 3108.192661 = -1622976.939223
  nChanged 38
		SP:Iteration 83Q (3926.480000 sec): 3 clusters
  Score: Raw -1626091.919153 + Penalty 3108.192661 = -1622983.726492
  nChanged 37
		SP:Iteration 84Q (3926.510000 sec): 3 clusters
  Score: Raw -1626097.105188 + Penalty 3108.192661 = -1622988.912527
  nChanged 40
		SP:Iteration 85Q (3926.540000 sec): 3 clusters
  Score: Raw -1626103.507566 + Penalty 3108.192661 = -1622995.314905
  nChanged 45
		SP:Iteration 86Q (3926.570000 sec): 3 clusters
  Score: Raw -1626111.919325 + Penalty 3108.192661 = -1623003.726664
  nChanged 39
		SP:Iteration 87Q (3926.600000 sec): 3 clusters
  Score: Raw -1626120.192151 + Penalty 3108.192661 = -1623011.999490
  nChanged 43
		SP:Iteration 88Q (3926.630000 sec): 3 clusters
  Score: Raw -1626130.934137 + Penalty 3108.192661 = -1623022.741477
  nChanged 44
		SP:Iteration 89Q (3926.660000 sec): 3 clusters
  Score: Raw -1626141.425567 + Penalty 3108.192661 = -1623033.232907
  nChanged 48
		SP:Iteration 90Q (3926.690000 sec): 3 clusters
  Score: Raw -1626151.751616 + Penalty 3108.192661 = -1623043.558955
  nChanged 44
		SP:Iteration 91Q (3926.720000 sec): 3 clusters
  Score: Raw -1626159.994363 + Penalty 3108.192661 = -1623051.801702
  nChanged 44
		SP:Iteration 92Q (3926.750000 sec): 3 clusters
  Score: Raw -1626168.834740 + Penalty 3108.192661 = -1623060.642080
  nChanged 43
		SP:Iteration 93Q (3926.780000 sec): 3 clusters
  Score: Raw -1626177.273547 + Penalty 3108.192661 = -1623069.080886
  nChanged 37
		SP:Iteration 94Q (3926.810000 sec): 3 clusters
  Score: Raw -1626186.770443 + Penalty 3108.192661 = -1623078.577783
  nChanged 42
		SP:Iteration 95Q (3926.840000 sec): 3 clusters
  Score: Raw -1626195.438843 + Penalty 3108.192661 = -1623087.246182
  nChanged 43
		SP:Iteration 96Q (3926.870000 sec): 3 clusters
  Score: Raw -1626202.362578 + Penalty 3108.192661 = -1623094.169917
  nChanged 39
		SP:Iteration 97Q (3926.900000 sec): 3 clusters
  Score: Raw -1626208.961707 + Penalty 3108.192661 = -1623100.769046
  nChanged 37
		SP:Iteration 98Q (3926.930000 sec): 3 clusters
  Score: Raw -1626215.857763 + Penalty 3108.192661 = -1623107.665102
  nChanged 33
		SP:Iteration 99Q (3926.960000 sec): 3 clusters
  Score: Raw -1626222.653373 + Penalty 3108.192661 = -1623114.460712
  nChanged 35
		SP:Iteration 100F (3926.990000 sec): 3 clusters
  Score: Raw -1626229.920727 + Penalty 3108.192661 = -1623121.728066
  nChanged 33
		SP:Iteration 101Q (3927.030000 sec): 3 clusters
  Score: Raw -1626237.064168 + Penalty 3108.192661 = -1623128.871507
  nChanged 36
		SP:Iteration 102Q (3927.050000 sec): 3 clusters
  Score: Raw -1626247.809271 + Penalty 3108.192661 = -1623139.616611
  nChanged 43
		SP:Iteration 103Q (3927.090000 sec): 3 clusters
  Score: Raw -1626259.612267 + Penalty 3108.192661 = -1623151.419606
  nChanged 53
		SP:Iteration 104Q (3927.110000 sec): 3 clusters
  Score: Raw -1626276.013953 + Penalty 3108.192661 = -1623167.821293
  nChanged 48
		SP:Iteration 105Q (3927.150000 sec): 3 clusters
  Score: Raw -1626288.262388 + Penalty 3108.192661 = -1623180.069727
  nChanged 51
		SP:Iteration 106Q (3927.170000 sec): 3 clusters
  Score: Raw -1626300.434019 + Penalty 3108.192661 = -1623192.241358
  nChanged 49
		SP:Iteration 107Q (3927.200000 sec): 3 clusters
  Score: Raw -1626314.296983 + Penalty 3108.192661 = -1623206.104322
  nChanged 46
		SP:Iteration 108Q (3927.230000 sec): 3 clusters
  Score: Raw -1626329.626282 + Penalty 3108.192661 = -1623221.433621
  nChanged 47
		SP:Iteration 109Q (3927.260000 sec): 3 clusters
  Score: Raw -1626341.254631 + Penalty 3108.192661 = -1623233.061970
  nChanged 36
		SP:Iteration 110Q (3927.290000 sec): 3 clusters
  Score: Raw -1626350.504169 + Penalty 3108.192661 = -1623242.311508
  nChanged 42
		SP:Iteration 111Q (3927.320000 sec): 3 clusters
  Score: Raw -1626362.722909 + Penalty 3108.192661 = -1623254.530248
  nChanged 40
		SP:Iteration 112Q (3927.350000 sec): 3 clusters
  Score: Raw -1626373.383719 + Penalty 3108.192661 = -1623265.191059
  nChanged 38
		SP:Iteration 113Q (3927.370000 sec): 3 clusters
  Score: Raw -1626383.989240 + Penalty 3108.192661 = -1623275.796580
  nChanged 36
		SP:Iteration 114Q (3927.400000 sec): 3 clusters
  Score: Raw -1626395.494159 + Penalty 3108.192661 = -1623287.301499
  nChanged 38
		SP:Iteration 115Q (3927.430000 sec): 3 clusters
  Score: Raw -1626407.389419 + Penalty 3108.192661 = -1623299.196758
  nChanged 35
		SP:Iteration 116Q (3927.460000 sec): 3 clusters
  Score: Raw -1626419.106554 + Penalty 3108.192661 = -1623310.913893
  nChanged 39
		SP:Iteration 117Q (3927.490000 sec): 3 clusters
  Score: Raw -1626430.805517 + Penalty 3108.192661 = -1623322.612856
  nChanged 33
		SP:Iteration 118Q (3927.520000 sec): 3 clusters
  Score: Raw -1626440.087902 + Penalty 3108.192661 = -1623331.895241
  nChanged 38
		SP:Iteration 119Q (3927.550000 sec): 3 clusters
  Score: Raw -1626451.624129 + Penalty 3108.192661 = -1623343.431468
  nChanged 32
		SP:Iteration 120F (3927.580000 sec): 3 clusters
  Score: Raw -1626461.997120 + Penalty 3108.192661 = -1623353.804459
  nChanged 28
		SP:Iteration 121Q (3927.610000 sec): 3 clusters
  Score: Raw -1626472.168642 + Penalty 3108.192661 = -1623363.975981
  nChanged 28
		SP:Iteration 122Q (3927.640000 sec): 3 clusters
  Score: Raw -1626481.799914 + Penalty 3108.192661 = -1623373.607254
  nChanged 20
		SP:Iteration 123Q (3927.670000 sec): 3 clusters
  Score: Raw -1626487.875608 + Penalty 3108.192661 = -1623379.682947
  nChanged 17
		SP:Iteration 124Q (3927.690000 sec): 3 clusters
  Score: Raw -1626493.602638 + Penalty 3108.192661 = -1623385.409977
  nChanged 21
		SP:Iteration 125Q (3927.720000 sec): 3 clusters
  Score: Raw -1626499.750584 + Penalty 3108.192661 = -1623391.557923
  nChanged 19
		SP:Iteration 126Q (3927.750000 sec): 3 clusters
  Score: Raw -1626505.424319 + Penalty 3108.192661 = -1623397.231659
  nChanged 15
		SP:Iteration 127Q (3927.780000 sec): 3 clusters
  Score: Raw -1626510.032226 + Penalty 3108.192661 = -1623401.839565
  nChanged 15
		SP:Iteration 128Q (3927.810000 sec): 3 clusters
  Score: Raw -1626513.825010 + Penalty 3108.192661 = -1623405.632349
  nChanged 11
		SP:Iteration 129Q (3927.830000 sec): 3 clusters
  Score: Raw -1626516.297651 + Penalty 3108.192661 = -1623408.104990
  nChanged 5
		SP:Iteration 130Q (3927.860000 sec): 3 clusters
  Score: Raw -1626518.115939 + Penalty 3108.192661 = -1623409.923278
  nChanged 4
		SP:Iteration 131Q (3927.890000 sec): 3 clusters
  Score: Raw -1626519.392390 + Penalty 3108.192661 = -1623411.199730
  nChanged 3
		SP:Iteration 132Q (3927.920000 sec): 3 clusters
  Score: Raw -1626520.278542 + Penalty 3108.192661 = -1623412.085881
  nChanged 2
		SP:Iteration 133Q (3927.950000 sec): 3 clusters
  Score: Raw -1626521.206674 + Penalty 3108.192661 = -1623413.014013
  nChanged 6
		SP:Iteration 134Q (3927.970000 sec): 3 clusters
  Score: Raw -1626523.291871 + Penalty 3108.192661 = -1623415.099210
  nChanged 4
		SP:Iteration 135Q (3928.000000 sec): 3 clusters
  Score: Raw -1626524.517867 + Penalty 3108.192661 = -1623416.325206
  nChanged 4
		SP:Iteration 136Q (3928.030000 sec): 3 clusters
  Score: Raw -1626525.705641 + Penalty 3108.192661 = -1623417.512980
  nChanged 5
		SP:Iteration 137Q (3928.060000 sec): 3 clusters
  Score: Raw -1626527.582665 + Penalty 3108.192661 = -1623419.390004
  nChanged 6
		SP:Iteration 138Q (3928.090000 sec): 3 clusters
  Score: Raw -1626528.874006 + Penalty 3108.192661 = -1623420.681345
  nChanged 6
		SP:Iteration 139Q (3928.110000 sec): 3 clusters
  Score: Raw -1626530.171311 + Penalty 3108.192661 = -1623421.978650
  nChanged 5
		SP:Iteration 140F (3928.150000 sec): 3 clusters
  Score: Raw -1626531.590246 + Penalty 3108.192661 = -1623423.397585
  nChanged 11
		SP:Iteration 141Q (3928.180000 sec): 3 clusters
  Score: Raw -1626534.669246 + Penalty 3108.192661 = -1623426.476585
  nChanged 10
		SP:Iteration 142Q (3928.210000 sec): 3 clusters
  Score: Raw -1626537.549340 + Penalty 3108.192661 = -1623429.356679
  nChanged 11
		SP:Iteration 143Q (3928.230000 sec): 3 clusters
  Score: Raw -1626541.760953 + Penalty 3108.192661 = -1623433.568292
  nChanged 9
		SP:Iteration 144Q (3928.260000 sec): 3 clusters
  Score: Raw -1626545.694208 + Penalty 3108.192661 = -1623437.501548
  nChanged 10
		SP:Iteration 145Q (3928.290000 sec): 3 clusters
  Score: Raw -1626551.141030 + Penalty 3108.192661 = -1623442.948370
  nChanged 21
		SP:Iteration 146Q (3928.310000 sec): 3 clusters
  Score: Raw -1626561.663584 + Penalty 3108.192661 = -1623453.470923
  nChanged 26
		SP:Iteration 147Q (3928.340000 sec): 3 clusters
  Score: Raw -1626575.463934 + Penalty 3108.192661 = -1623467.271274
  nChanged 26
		SP:Iteration 148Q (3928.370000 sec): 3 clusters
  Score: Raw -1626592.993879 + Penalty 3108.192661 = -1623484.801218
  nChanged 29
		SP:Iteration 149Q (3928.400000 sec): 3 clusters
  Score: Raw -1626612.096681 + Penalty 3108.192661 = -1623503.904020
  nChanged 29
		SP:Iteration 150Q (3928.430000 sec): 3 clusters
  Score: Raw -1626630.382706 + Penalty 3108.192661 = -1623522.190045
  nChanged 33
		SP:Iteration 151Q (3928.450000 sec): 3 clusters
  Score: Raw -1626658.862112 + Penalty 3108.192661 = -1623550.669452
  nChanged 37
		SP:Iteration 152Q (3928.480000 sec): 3 clusters
  Score: Raw -1626693.971345 + Penalty 3108.192661 = -1623585.778684
  nChanged 50
		SP:Iteration 153Q (3928.510000 sec): 3 clusters
  Score: Raw -1626739.174163 + Penalty 3108.192661 = -1623630.981502
  nChanged 46
		SP:Iteration 154Q (3928.530000 sec): 3 clusters
  Score: Raw -1626799.464643 + Penalty 3108.192661 = -1623691.271982
  nChanged 47
		SP:Iteration 155Q (3928.560000 sec): 3 clusters
  Score: Raw -1626878.424737 + Penalty 3108.192661 = -1623770.232077
  nChanged 47
		SP:Iteration 156Q (3928.590000 sec): 3 clusters
  Score: Raw -1626962.748069 + Penalty 3108.192661 = -1623854.555408
  nChanged 42
		SP:Iteration 157Q (3928.610000 sec): 3 clusters
  Score: Raw -1626997.130470 + Penalty 3108.192661 = -1623888.937809
  nChanged 26
		SP:Iteration 158Q (3928.630000 sec): 3 clusters
  Score: Raw -1627010.988486 + Penalty 3108.192661 = -1623902.795825
  nChanged 12
		SP:Iteration 159Q (3928.660000 sec): 3 clusters
  Score: Raw -1627017.867833 + Penalty 3108.192661 = -1623909.675173
  nChanged 9
		SP:Iteration 160F (3928.700000 sec): 3 clusters
  Score: Raw -1627034.600830 + Penalty 3108.192661 = -1623926.408169
  nChanged 17
		SP:Iteration 161Q (3928.720000 sec): 3 clusters
  Score: Raw -1627050.527158 + Penalty 3108.192661 = -1623942.334498
  nChanged 21
		SP:Iteration 162Q (3928.750000 sec): 3 clusters
  Score: Raw -1627067.940126 + Penalty 3108.192661 = -1623959.747465
  nChanged 21
		SP:Iteration 163Q (3928.770000 sec): 3 clusters
  Score: Raw -1627084.016857 + Penalty 3108.192661 = -1623975.824197
  nChanged 20
		SP:Iteration 164Q (3928.800000 sec): 3 clusters
  Score: Raw -1627092.523292 + Penalty 3108.192661 = -1623984.330632
  nChanged 10
		SP:Iteration 165Q (3928.830000 sec): 3 clusters
  Score: Raw -1627097.534288 + Penalty 3108.192661 = -1623989.341627
  nChanged 10
		SP:Iteration 166Q (3928.850000 sec): 3 clusters
  Score: Raw -1627101.061530 + Penalty 3108.192661 = -1623992.868869
  nChanged 6
		SP:Iteration 167Q (3928.870000 sec): 3 clusters
  Score: Raw -1627103.644575 + Penalty 3108.192661 = -1623995.451914
  nChanged 7
		SP:Iteration 168Q (3928.900000 sec): 3 clusters
  Score: Raw -1627106.451708 + Penalty 3108.192661 = -1623998.259048
  nChanged 5
		SP:Iteration 169Q (3928.930000 sec): 3 clusters
  Score: Raw -1627108.629593 + Penalty 3108.192661 = -1624000.436932
  nChanged 9
		SP:Iteration 170Q (3928.950000 sec): 3 clusters
  Score: Raw -1627112.147954 + Penalty 3108.192661 = -1624003.955294
  nChanged 7
		SP:Iteration 171Q (3928.980000 sec): 3 clusters
  Score: Raw -1627117.797756 + Penalty 3108.192661 = -1624009.605096
  nChanged 8
		SP:Iteration 172Q (3929.010000 sec): 3 clusters
  Score: Raw -1627121.494989 + Penalty 3108.192661 = -1624013.302328
  nChanged 7
		SP:Iteration 173Q (3929.030000 sec): 3 clusters
  Score: Raw -1627124.542696 + Penalty 3108.192661 = -1624016.350036
  nChanged 4
		SP:Iteration 174Q (3929.060000 sec): 3 clusters
  Score: Raw -1627125.626734 + Penalty 3108.192661 = -1624017.434073
  nChanged 4
		SP:Iteration 175Q (3929.080000 sec): 3 clusters
  Score: Raw -1627127.080960 + Penalty 3108.192661 = -1624018.888299
  nChanged 2
		SP:Iteration 176Q (3929.110000 sec): 3 clusters
  Score: Raw -1627127.749853 + Penalty 3108.192661 = -1624019.557192
  nChanged 1
		SP:Iteration 177Q (3929.130000 sec): 3 clusters
  Score: Raw -1627127.979184 + Penalty 3108.192661 = -1624019.786523
  nChanged 0
		SP:Iteration 178F (3929.170000 sec): 3 clusters
  Score: Raw -1627127.979184 + Penalty 3108.192661 = -1624019.786523
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (2130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3929.190000 sec): 2 clusters
  Score: Raw -248295.374882 + Penalty 1245.380055 = -247049.994827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3929.200000 sec): 3 clusters
  Score: Raw -247344.575575 + Penalty 2490.760109 = -244853.815466
  nChanged 772
		SP:Iteration 1F (3929.200000 sec): 3 clusters
  Score: Raw -247805.246517 + Penalty 2490.760109 = -245314.486408
  nChanged 154
		SP:Iteration 2F (3929.210000 sec): 3 clusters
  Score: Raw -247906.262194 + Penalty 2490.760109 = -245415.502085
  nChanged 96
		SP:Iteration 3Q (3929.210000 sec): 3 clusters
  Score: Raw -247965.903095 + Penalty 2490.760109 = -245475.142986
  nChanged 55
		SP:Iteration 4Q (3929.220000 sec): 3 clusters
  Score: Raw -247999.295561 + Penalty 2490.760109 = -245508.535452
  nChanged 53
		SP:Iteration 5Q (3929.230000 sec): 3 clusters
  Score: Raw -248029.124479 + Penalty 2490.760109 = -245538.364370
  nChanged 54
		SP:Iteration 6Q (3929.230000 sec): 3 clusters
  Score: Raw -248059.351468 + Penalty 2490.760109 = -245568.591359
  nChanged 50
		SP:Iteration 7Q (3929.230000 sec): 3 clusters
  Score: Raw -248092.391977 + Penalty 2490.760109 = -245601.631867
  nChanged 39
		SP:Iteration 8Q (3929.240000 sec): 3 clusters
  Score: Raw -248112.307241 + Penalty 2490.760109 = -245621.547132
  nChanged 22
		SP:Iteration 9Q (3929.250000 sec): 3 clusters
  Score: Raw -248123.815526 + Penalty 2490.760109 = -245633.055417
  nChanged 27
		SP:Iteration 10Q (3929.250000 sec): 3 clusters
  Score: Raw -248135.861766 + Penalty 2490.760109 = -245645.101657
  nChanged 31
		SP:Iteration 11Q (3929.260000 sec): 3 clusters
  Score: Raw -248149.907702 + Penalty 2490.760109 = -245659.147593
  nChanged 29
		SP:Iteration 12Q (3929.260000 sec): 3 clusters
  Score: Raw -248162.292709 + Penalty 2490.760109 = -245671.532600
  nChanged 34
		SP:Iteration 13Q (3929.270000 sec): 3 clusters
  Score: Raw -248177.384220 + Penalty 2490.760109 = -245686.624111
  nChanged 25
		SP:Iteration 14Q (3929.270000 sec): 3 clusters
  Score: Raw -248190.078571 + Penalty 2490.760109 = -245699.318462
  nChanged 22
		SP:Iteration 15Q (3929.280000 sec): 3 clusters
  Score: Raw -248200.640394 + Penalty 2490.760109 = -245709.880285
  nChanged 28
		SP:Iteration 16Q (3929.280000 sec): 3 clusters
  Score: Raw -248217.385855 + Penalty 2490.760109 = -245726.625746
  nChanged 28
		SP:Iteration 17Q (3929.290000 sec): 3 clusters
  Score: Raw -248230.857710 + Penalty 2490.760109 = -245740.097601
  nChanged 23
		SP:Iteration 18Q (3929.290000 sec): 3 clusters
  Score: Raw -248241.782185 + Penalty 2490.760109 = -245751.022076
  nChanged 26
		SP:Iteration 19Q (3929.300000 sec): 3 clusters
  Score: Raw -248255.081251 + Penalty 2490.760109 = -245764.321141
  nChanged 20
		SP:Iteration 20F (3929.300000 sec): 3 clusters
  Score: Raw -248266.622211 + Penalty 2490.760109 = -245775.862102
  nChanged 19
		SP:Iteration 21Q (3929.310000 sec): 3 clusters
  Score: Raw -248274.102109 + Penalty 2490.760109 = -245783.342000
  nChanged 12
		SP:Iteration 22Q (3929.310000 sec): 3 clusters
  Score: Raw -248279.998872 + Penalty 2490.760109 = -245789.238763
  nChanged 10
		SP:Iteration 23Q (3929.320000 sec): 3 clusters
  Score: Raw -248284.781711 + Penalty 2490.760109 = -245794.021602
  nChanged 12
		SP:Iteration 24Q (3929.330000 sec): 3 clusters
  Score: Raw -248289.820747 + Penalty 2490.760109 = -245799.060638
  nChanged 13
		SP:Iteration 25Q (3929.330000 sec): 3 clusters
  Score: Raw -248294.716990 + Penalty 2490.760109 = -245803.956881
  nChanged 16
		SP:Iteration 26Q (3929.330000 sec): 3 clusters
  Score: Raw -248302.472682 + Penalty 2490.760109 = -245811.712573
  nChanged 15
		SP:Iteration 27Q (3929.340000 sec): 3 clusters
  Score: Raw -248308.619273 + Penalty 2490.760109 = -245817.859164
  nChanged 8
		SP:Iteration 28Q (3929.350000 sec): 3 clusters
  Score: Raw -248311.488485 + Penalty 2490.760109 = -245820.728376
  nChanged 10
		SP:Iteration 29Q (3929.350000 sec): 3 clusters
  Score: Raw -248314.987811 + Penalty 2490.760109 = -245824.227702
  nChanged 8
		SP:Iteration 30Q (3929.360000 sec): 3 clusters
  Score: Raw -248318.670689 + Penalty 2490.760109 = -245827.910580
  nChanged 10
		SP:Iteration 31Q (3929.360000 sec): 3 clusters
  Score: Raw -248325.292824 + Penalty 2490.760109 = -245834.532715
  nChanged 17
		SP:Iteration 32Q (3929.370000 sec): 3 clusters
  Score: Raw -248337.295165 + Penalty 2490.760109 = -245846.535056
  nChanged 12
		SP:Iteration 33Q (3929.370000 sec): 3 clusters
  Score: Raw -248345.410248 + Penalty 2490.760109 = -245854.650139
  nChanged 14
		SP:Iteration 34Q (3929.380000 sec): 3 clusters
  Score: Raw -248353.062810 + Penalty 2490.760109 = -245862.302701
  nChanged 14
		SP:Iteration 35Q (3929.380000 sec): 3 clusters
  Score: Raw -248360.618226 + Penalty 2490.760109 = -245869.858117
  nChanged 11
		SP:Iteration 36Q (3929.390000 sec): 3 clusters
  Score: Raw -248367.662032 + Penalty 2490.760109 = -245876.901923
  nChanged 7
		SP:Iteration 37Q (3929.390000 sec): 3 clusters
  Score: Raw -248373.013552 + Penalty 2490.760109 = -245882.253443
  nChanged 12
		SP:Iteration 38Q (3929.400000 sec): 3 clusters
  Score: Raw -248380.677163 + Penalty 2490.760109 = -245889.917053
  nChanged 16
		SP:Iteration 39Q (3929.400000 sec): 3 clusters
  Score: Raw -248390.371496 + Penalty 2490.760109 = -245899.611387
  nChanged 6
		SP:Iteration 40F (3929.410000 sec): 3 clusters
  Score: Raw -248392.351229 + Penalty 2490.760109 = -245901.591120
  nChanged 5
		SP:Iteration 41Q (3929.410000 sec): 3 clusters
  Score: Raw -248395.749097 + Penalty 2490.760109 = -245904.988988
  nChanged 4
		SP:Iteration 42Q (3929.420000 sec): 3 clusters
  Score: Raw -248397.792316 + Penalty 2490.760109 = -245907.032207
  nChanged 3
		SP:Iteration 43Q (3929.430000 sec): 3 clusters
  Score: Raw -248398.683213 + Penalty 2490.760109 = -245907.923104
  nChanged 3
		SP:Iteration 44Q (3929.430000 sec): 3 clusters
  Score: Raw -248399.824954 + Penalty 2490.760109 = -245909.064845
  nChanged 2
		SP:Iteration 45Q (3929.430000 sec): 3 clusters
  Score: Raw -248400.969821 + Penalty 2490.760109 = -245910.209712
  nChanged 4
		SP:Iteration 46Q (3929.440000 sec): 3 clusters
  Score: Raw -248403.746199 + Penalty 2490.760109 = -245912.986090
  nChanged 2
		SP:Iteration 47Q (3929.450000 sec): 3 clusters
  Score: Raw -248404.157565 + Penalty 2490.760109 = -245913.397456
  nChanged 0
		SP:Iteration 48F (3929.450000 sec): 3 clusters
  Score: Raw -248404.157565 + Penalty 2490.760109 = -245913.397456
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (5464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3929.470000 sec): 2 clusters
  Score: Raw -631693.924703 + Penalty 1398.464665 = -630295.460037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3929.480000 sec): 3 clusters
  Score: Raw -628811.556671 + Penalty 2796.929330 = -626014.627340
  nChanged 2216
		SP:Iteration 1F (3929.500000 sec): 3 clusters
  Score: Raw -629951.964330 + Penalty 2796.929330 = -627155.035000
  nChanged 389
		SP:Iteration 2F (3929.510000 sec): 3 clusters
  Score: Raw -630141.219846 + Penalty 2796.929330 = -627344.290516
  nChanged 293
		SP:Iteration 3F (3929.530000 sec): 3 clusters
  Score: Raw -630279.713646 + Penalty 2796.929330 = -627482.784316
  nChanged 261
		SP:Iteration 4Q (3929.540000 sec): 3 clusters
  Score: Raw -630415.950227 + Penalty 2796.929330 = -627619.020896
  nChanged 229
		SP:Iteration 5Q (3929.550000 sec): 3 clusters
  Score: Raw -630541.777534 + Penalty 2796.929330 = -627744.848203
  nChanged 237
		SP:Iteration 6Q (3929.570000 sec): 3 clusters
  Score: Raw -630683.453534 + Penalty 2796.929330 = -627886.524204
  nChanged 224
		SP:Iteration 7Q (3929.580000 sec): 3 clusters
  Score: Raw -630826.909795 + Penalty 2796.929330 = -628029.980464
  nChanged 217
		SP:Iteration 8Q (3929.590000 sec): 3 clusters
  Score: Raw -630966.300951 + Penalty 2796.929330 = -628169.371620
  nChanged 214
		SP:Iteration 9Q (3929.610000 sec): 3 clusters
  Score: Raw -631113.756974 + Penalty 2796.929330 = -628316.827643
  nChanged 197
		SP:Iteration 10Q (3929.620000 sec): 3 clusters
  Score: Raw -631264.635562 + Penalty 2796.929330 = -628467.706232
  nChanged 198
		SP:Iteration 11Q (3929.630000 sec): 3 clusters
  Score: Raw -631417.306685 + Penalty 2796.929330 = -628620.377355
  nChanged 151
		SP:Iteration 12Q (3929.650000 sec): 3 clusters
  Score: Raw -631528.336694 + Penalty 2796.929330 = -628731.407363
  nChanged 113
		SP:Iteration 13Q (3929.660000 sec): 3 clusters
  Score: Raw -631614.770238 + Penalty 2796.929330 = -628817.840908
  nChanged 75
		SP:Iteration 14Q (3929.670000 sec): 3 clusters
  Score: Raw -631667.024035 + Penalty 2796.929330 = -628870.094705
  nChanged 45
		SP:Iteration 15Q (3929.690000 sec): 3 clusters
  Score: Raw -631702.458778 + Penalty 2796.929330 = -628905.529448
  nChanged 42
		SP:Iteration 16Q (3929.700000 sec): 3 clusters
  Score: Raw -631740.708572 + Penalty 2796.929330 = -628943.779242
  nChanged 31
		SP:Iteration 17Q (3929.710000 sec): 3 clusters
  Score: Raw -631764.279861 + Penalty 2796.929330 = -628967.350530
  nChanged 17
		SP:Iteration 18Q (3929.720000 sec): 3 clusters
  Score: Raw -631777.790505 + Penalty 2796.929330 = -628980.861175
  nChanged 12
		SP:Iteration 19Q (3929.730000 sec): 3 clusters
  Score: Raw -631785.326870 + Penalty 2796.929330 = -628988.397539
  nChanged 7
		SP:Iteration 20F (3929.750000 sec): 3 clusters
  Score: Raw -631789.555342 + Penalty 2796.929330 = -628992.626011
  nChanged 4
		SP:Iteration 21Q (3929.760000 sec): 3 clusters
  Score: Raw -631792.920261 + Penalty 2796.929330 = -628995.990931
  nChanged 1
		SP:Iteration 22Q (3929.770000 sec): 3 clusters
  Score: Raw -631794.909885 + Penalty 2796.929330 = -628997.980554
  nChanged 5
		SP:Iteration 23Q (3929.780000 sec): 3 clusters
  Score: Raw -631799.067107 + Penalty 2796.929330 = -629002.137777
  nChanged 4
		SP:Iteration 24Q (3929.790000 sec): 3 clusters
  Score: Raw -631801.031957 + Penalty 2796.929330 = -629004.102626
  nChanged 6
		SP:Iteration 25Q (3929.810000 sec): 3 clusters
  Score: Raw -631805.880186 + Penalty 2796.929330 = -629008.950855
  nChanged 8
		SP:Iteration 26Q (3929.810000 sec): 3 clusters
  Score: Raw -631810.974210 + Penalty 2796.929330 = -629014.044880
  nChanged 5
		SP:Iteration 27Q (3929.830000 sec): 3 clusters
  Score: Raw -631813.922164 + Penalty 2796.929330 = -629016.992834
  nChanged 2
		SP:Iteration 28Q (3929.840000 sec): 3 clusters
  Score: Raw -631815.797536 + Penalty 2796.929330 = -629018.868205
  nChanged 2
		SP:Iteration 29Q (3929.850000 sec): 3 clusters
  Score: Raw -631819.160038 + Penalty 2796.929330 = -629022.230708
  nChanged 3
		SP:Iteration 30Q (3929.860000 sec): 3 clusters
  Score: Raw -631820.897400 + Penalty 2796.929330 = -629023.968070
  nChanged 3
		SP:Iteration 31Q (3929.870000 sec): 3 clusters
  Score: Raw -631822.622205 + Penalty 2796.929330 = -629025.692874
  nChanged 0
		SP:Iteration 32F (3929.890000 sec): 3 clusters
  Score: Raw -631822.622205 + Penalty 2796.929330 = -629025.692874
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 15 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3929.890000 sec): 2 clusters
  Score: Raw -170572.220654 + Penalty 1189.370400 = -169382.850254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3929.900000 sec): 3 clusters
  Score: Raw -169975.181213 + Penalty 2378.740799 = -167596.440413
  nChanged 500
		SP:Iteration 1F (3929.900000 sec): 3 clusters
  Score: Raw -170314.214310 + Penalty 2378.740799 = -167935.473511
  nChanged 122
		SP:Iteration 2F (3929.910000 sec): 3 clusters
  Score: Raw -170412.459531 + Penalty 2378.740799 = -168033.718732
  nChanged 66
		SP:Iteration 3Q (3929.910000 sec): 3 clusters
  Score: Raw -170454.485917 + Penalty 2378.740799 = -168075.745118
  nChanged 37
		SP:Iteration 4Q (3929.910000 sec): 3 clusters
  Score: Raw -170473.020978 + Penalty 2378.740799 = -168094.280179
  nChanged 28
		SP:Iteration 5Q (3929.920000 sec): 3 clusters
  Score: Raw -170494.739797 + Penalty 2378.740799 = -168115.998998
  nChanged 24
		SP:Iteration 6Q (3929.920000 sec): 3 clusters
  Score: Raw -170510.166871 + Penalty 2378.740799 = -168131.426072
  nChanged 24
		SP:Iteration 7Q (3929.930000 sec): 3 clusters
  Score: Raw -170525.859270 + Penalty 2378.740799 = -168147.118471
  nChanged 19
		SP:Iteration 8Q (3929.930000 sec): 3 clusters
  Score: Raw -170536.174959 + Penalty 2378.740799 = -168157.434160
  nChanged 11
		SP:Iteration 9Q (3929.930000 sec): 3 clusters
  Score: Raw -170540.652605 + Penalty 2378.740799 = -168161.911806
  nChanged 7
		SP:Iteration 10Q (3929.940000 sec): 3 clusters
  Score: Raw -170544.659612 + Penalty 2378.740799 = -168165.918813
  nChanged 4
		SP:Iteration 11Q (3929.940000 sec): 3 clusters
  Score: Raw -170546.122614 + Penalty 2378.740799 = -168167.381815
  nChanged 5
		SP:Iteration 12Q (3929.950000 sec): 3 clusters
  Score: Raw -170549.886219 + Penalty 2378.740799 = -168171.145419
  nChanged 5
		SP:Iteration 13Q (3929.950000 sec): 3 clusters
  Score: Raw -170551.790032 + Penalty 2378.740799 = -168173.049233
  nChanged 2
		SP:Iteration 14Q (3929.950000 sec): 3 clusters
  Score: Raw -170552.804443 + Penalty 2378.740799 = -168174.063644
  nChanged 1
		SP:Iteration 15Q (3929.950000 sec): 3 clusters
  Score: Raw -170552.982270 + Penalty 2378.740799 = -168174.241471
  nChanged 1
		SP:Iteration 16Q (3929.960000 sec): 3 clusters
  Score: Raw -170553.375002 + Penalty 2378.740799 = -168174.634203
  nChanged 0
		SP:Iteration 17F (3929.960000 sec): 3 clusters
  Score: Raw -170553.375002 + Penalty 2378.740799 = -168174.634203
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3929.980000 sec): 2 clusters
  Score: Raw -603365.572875 + Penalty 1394.916883 = -601970.655992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3930.000000 sec): 3 clusters
  Score: Raw -600555.955003 + Penalty 2789.833766 = -597766.121237
  nChanged 2179
		SP:Iteration 1F (3930.010000 sec): 3 clusters
  Score: Raw -601810.954276 + Penalty 2789.833766 = -599021.120509
  nChanged 412
		SP:Iteration 2F (3930.030000 sec): 3 clusters
  Score: Raw -602078.689802 + Penalty 2789.833766 = -599288.856036
  nChanged 338
		SP:Iteration 3F (3930.040000 sec): 3 clusters
  Score: Raw -602286.625290 + Penalty 2789.833766 = -599496.791523
  nChanged 286
		SP:Iteration 4F (3930.050000 sec): 3 clusters
  Score: Raw -602456.714634 + Penalty 2789.833766 = -599666.880867
  nChanged 280
		SP:Iteration 5F (3930.070000 sec): 3 clusters
  Score: Raw -602606.679468 + Penalty 2789.833766 = -599816.845701
  nChanged 235
		SP:Iteration 6Q (3930.080000 sec): 3 clusters
  Score: Raw -602742.554189 + Penalty 2789.833766 = -599952.720422
  nChanged 228
		SP:Iteration 7Q (3930.090000 sec): 3 clusters
  Score: Raw -602886.420648 + Penalty 2789.833766 = -600096.586882
  nChanged 206
		SP:Iteration 8Q (3930.110000 sec): 3 clusters
  Score: Raw -603004.349545 + Penalty 2789.833766 = -600214.515779
  nChanged 186
		SP:Iteration 9Q (3930.120000 sec): 3 clusters
  Score: Raw -603118.306618 + Penalty 2789.833766 = -600328.472852
  nChanged 176
		SP:Iteration 10Q (3930.130000 sec): 3 clusters
  Score: Raw -603208.137701 + Penalty 2789.833766 = -600418.303934
  nChanged 135
		SP:Iteration 11Q (3930.150000 sec): 3 clusters
  Score: Raw -603272.187931 + Penalty 2789.833766 = -600482.354165
  nChanged 115
		SP:Iteration 12Q (3930.160000 sec): 3 clusters
  Score: Raw -603327.713644 + Penalty 2789.833766 = -600537.879878
  nChanged 104
		SP:Iteration 13Q (3930.170000 sec): 3 clusters
  Score: Raw -603376.521409 + Penalty 2789.833766 = -600586.687643
  nChanged 92
		SP:Iteration 14Q (3930.190000 sec): 3 clusters
  Score: Raw -603421.169642 + Penalty 2789.833766 = -600631.335876
  nChanged 84
		SP:Iteration 15Q (3930.200000 sec): 3 clusters
  Score: Raw -603461.828773 + Penalty 2789.833766 = -600671.995006
  nChanged 71
		SP:Iteration 16Q (3930.210000 sec): 3 clusters
  Score: Raw -603493.818686 + Penalty 2789.833766 = -600703.984920
  nChanged 50
		SP:Iteration 17Q (3930.230000 sec): 3 clusters
  Score: Raw -603514.445174 + Penalty 2789.833766 = -600724.611408
  nChanged 48
		SP:Iteration 18Q (3930.240000 sec): 3 clusters
  Score: Raw -603535.005092 + Penalty 2789.833766 = -600745.171325
  nChanged 49
		SP:Iteration 19Q (3930.250000 sec): 3 clusters
  Score: Raw -603555.623316 + Penalty 2789.833766 = -600765.789549
  nChanged 42
		SP:Iteration 20F (3930.270000 sec): 3 clusters
  Score: Raw -603580.784014 + Penalty 2789.833766 = -600790.950247
  nChanged 42
		SP:Iteration 21Q (3930.280000 sec): 3 clusters
  Score: Raw -603600.521680 + Penalty 2789.833766 = -600810.687913
  nChanged 39
		SP:Iteration 22Q (3930.290000 sec): 3 clusters
  Score: Raw -603620.374264 + Penalty 2789.833766 = -600830.540498
  nChanged 36
		SP:Iteration 23Q (3930.300000 sec): 3 clusters
  Score: Raw -603635.404861 + Penalty 2789.833766 = -600845.571094
  nChanged 36
		SP:Iteration 24Q (3930.310000 sec): 3 clusters
  Score: Raw -603655.010063 + Penalty 2789.833766 = -600865.176297
  nChanged 27
		SP:Iteration 25Q (3930.330000 sec): 3 clusters
  Score: Raw -603668.244764 + Penalty 2789.833766 = -600878.410998
  nChanged 26
		SP:Iteration 26Q (3930.340000 sec): 3 clusters
  Score: Raw -603681.007261 + Penalty 2789.833766 = -600891.173495
  nChanged 21
		SP:Iteration 27Q (3930.350000 sec): 3 clusters
  Score: Raw -603695.094423 + Penalty 2789.833766 = -600905.260657
  nChanged 28
		SP:Iteration 28Q (3930.370000 sec): 3 clusters
  Score: Raw -603715.974714 + Penalty 2789.833766 = -600926.140948
  nChanged 32
		SP:Iteration 29Q (3930.380000 sec): 3 clusters
  Score: Raw -603733.950652 + Penalty 2789.833766 = -600944.116886
  nChanged 33
		SP:Iteration 30Q (3930.390000 sec): 3 clusters
  Score: Raw -603754.228831 + Penalty 2789.833766 = -600964.395065
  nChanged 24
		SP:Iteration 31Q (3930.400000 sec): 3 clusters
  Score: Raw -603765.946030 + Penalty 2789.833766 = -600976.112263
  nChanged 23
		SP:Iteration 32Q (3930.410000 sec): 3 clusters
  Score: Raw -603776.159660 + Penalty 2789.833766 = -600986.325894
  nChanged 20
		SP:Iteration 33Q (3930.430000 sec): 3 clusters
  Score: Raw -603783.753940 + Penalty 2789.833766 = -600993.920173
  nChanged 11
		SP:Iteration 34Q (3930.440000 sec): 3 clusters
  Score: Raw -603787.282780 + Penalty 2789.833766 = -600997.449013
  nChanged 8
		SP:Iteration 35Q (3930.450000 sec): 3 clusters
  Score: Raw -603790.575701 + Penalty 2789.833766 = -601000.741935
  nChanged 6
		SP:Iteration 36Q (3930.460000 sec): 3 clusters
  Score: Raw -603792.523904 + Penalty 2789.833766 = -601002.690137
  nChanged 3
		SP:Iteration 37Q (3930.470000 sec): 3 clusters
  Score: Raw -603793.689180 + Penalty 2789.833766 = -601003.855413
  nChanged 4
		SP:Iteration 38Q (3930.490000 sec): 3 clusters
  Score: Raw -603794.461189 + Penalty 2789.833766 = -601004.627422
  nChanged 3
		SP:Iteration 39Q (3930.500000 sec): 3 clusters
  Score: Raw -603795.834006 + Penalty 2789.833766 = -601006.000240
  nChanged 4
		SP:Iteration 40F (3930.510000 sec): 3 clusters
  Score: Raw -603797.929428 + Penalty 2789.833766 = -601008.095662
  nChanged 5
		SP:Iteration 41Q (3930.530000 sec): 3 clusters
  Score: Raw -603799.281152 + Penalty 2789.833766 = -601009.447386
  nChanged 2
		SP:Iteration 42Q (3930.540000 sec): 3 clusters
  Score: Raw -603800.133635 + Penalty 2789.833766 = -601010.299869
  nChanged 2
		SP:Iteration 43Q (3930.550000 sec): 3 clusters
  Score: Raw -603800.987870 + Penalty 2789.833766 = -601011.154103
  nChanged 2
		SP:Iteration 44Q (3930.560000 sec): 3 clusters
  Score: Raw -603801.926951 + Penalty 2789.833766 = -601012.093185
  nChanged 2
		SP:Iteration 45Q (3930.570000 sec): 3 clusters
  Score: Raw -603802.771652 + Penalty 2789.833766 = -601012.937885
  nChanged 1
		SP:Iteration 46Q (3930.590000 sec): 3 clusters
  Score: Raw -603802.888863 + Penalty 2789.833766 = -601013.055097
  nChanged 0
		SP:Iteration 47F (3930.600000 sec): 3 clusters
  Score: Raw -603802.888863 + Penalty 2789.833766 = -601013.055097
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3930.610000 sec): 2 clusters
  Score: Raw -47000.967749 + Penalty 983.464490 = -46017.503259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3930.610000 sec): 3 clusters
  Score: Raw -46990.221602 + Penalty 1966.928980 = -45023.292622
  nChanged 76
		SP:Iteration 1F (3930.610000 sec): 3 clusters
  Score: Raw -47120.863197 + Penalty 1966.928980 = -45153.934217
  nChanged 20
		SP:Iteration 2Q (3930.610000 sec): 3 clusters
  Score: Raw -47170.054673 + Penalty 1966.928980 = -45203.125693
  nChanged 12
		SP:Iteration 3Q (3930.610000 sec): 3 clusters
  Score: Raw -47193.589085 + Penalty 1966.928980 = -45226.660106
  nChanged 4
		SP:Iteration 4Q (3930.610000 sec): 3 clusters
  Score: Raw -47201.401775 + Penalty 1966.928980 = -45234.472795
  nChanged 2
		SP:Iteration 5Q (3930.610000 sec): 3 clusters
  Score: Raw -47205.523355 + Penalty 1966.928980 = -45238.594375
  nChanged 3
		SP:Iteration 6Q (3930.620000 sec): 3 clusters
  Score: Raw -47212.278738 + Penalty 1966.928980 = -45245.349758
  nChanged 4
		SP:Iteration 7Q (3930.620000 sec): 3 clusters
  Score: Raw -47221.426428 + Penalty 1966.928980 = -45254.497448
  nChanged 1
		SP:Iteration 8Q (3930.620000 sec): 3 clusters
  Score: Raw -47223.213086 + Penalty 1966.928980 = -45256.284106
  nChanged 1
		SP:Iteration 9Q (3930.620000 sec): 3 clusters
  Score: Raw -47225.905893 + Penalty 1966.928980 = -45258.976913
  nChanged 1
		SP:Iteration 10Q (3930.620000 sec): 3 clusters
  Score: Raw -47226.889844 + Penalty 1966.928980 = -45259.960864
  nChanged 1
		SP:Iteration 11Q (3930.620000 sec): 3 clusters
  Score: Raw -47228.033385 + Penalty 1966.928980 = -45261.104405
  nChanged 2
		SP:Iteration 12Q (3930.630000 sec): 3 clusters
  Score: Raw -47229.889304 + Penalty 1966.928980 = -45262.960324
  nChanged 0
		SP:Iteration 13F (3930.630000 sec): 3 clusters
  Score: Raw -47229.889304 + Penalty 1966.928980 = -45262.960324
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 18 (18904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3930.710000 sec): 2 clusters
  Score: Raw -2199746.213496 + Penalty 1600.158433 = -2198146.055063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3930.760000 sec): 3 clusters
  Score: Raw -2188455.279839 + Penalty 3200.316866 = -2185254.962973
  nChanged 8491
		SP:Iteration 1F (3930.810000 sec): 3 clusters
  Score: Raw -2193090.940401 + Penalty 3200.316866 = -2189890.623535
  nChanged 980
		SP:Iteration 2F (3930.850000 sec): 3 clusters
  Score: Raw -2193475.603911 + Penalty 3200.316866 = -2190275.287044
  nChanged 948
		SP:Iteration 3F (3930.900000 sec): 3 clusters
  Score: Raw -2193867.849526 + Penalty 3200.316866 = -2190667.532660
  nChanged 911
		SP:Iteration 4Q (3930.950000 sec): 3 clusters
  Score: Raw -2194274.973399 + Penalty 3200.316866 = -2191074.656533
  nChanged 936
		SP:Iteration 5Q (3931.000000 sec): 3 clusters
  Score: Raw -2194740.148292 + Penalty 3200.316866 = -2191539.831426
  nChanged 960
		SP:Iteration 6F (3931.050000 sec): 3 clusters
  Score: Raw -2195234.133078 + Penalty 3200.316866 = -2192033.816212
  nChanged 961
		SP:Iteration 7F (3931.090000 sec): 3 clusters
  Score: Raw -2195795.205621 + Penalty 3200.316866 = -2192594.888754
  nChanged 929
		SP:Iteration 8Q (3931.140000 sec): 3 clusters
  Score: Raw -2196410.354527 + Penalty 3200.316866 = -2193210.037660
  nChanged 865
		SP:Iteration 9Q (3931.190000 sec): 3 clusters
  Score: Raw -2196996.596849 + Penalty 3200.316866 = -2193796.279983
  nChanged 739
		SP:Iteration 10Q (3931.240000 sec): 3 clusters
  Score: Raw -2197489.179821 + Penalty 3200.316866 = -2194288.862955
  nChanged 694
		SP:Iteration 11Q (3931.290000 sec): 3 clusters
  Score: Raw -2197987.703281 + Penalty 3200.316866 = -2194787.386415
  nChanged 597
		SP:Iteration 12Q (3931.330000 sec): 3 clusters
  Score: Raw -2198425.143707 + Penalty 3200.316866 = -2195224.826841
  nChanged 499
		SP:Iteration 13Q (3931.380000 sec): 3 clusters
  Score: Raw -2198783.911011 + Penalty 3200.316866 = -2195583.594145
  nChanged 419
		SP:Iteration 14Q (3931.420000 sec): 3 clusters
  Score: Raw -2199098.697405 + Penalty 3200.316866 = -2195898.380539
  nChanged 352
		SP:Iteration 15Q (3931.460000 sec): 3 clusters
  Score: Raw -2199349.521718 + Penalty 3200.316866 = -2196149.204852
  nChanged 204
		SP:Iteration 16Q (3931.500000 sec): 3 clusters
  Score: Raw -2199493.023839 + Penalty 3200.316866 = -2196292.706973
  nChanged 156
		SP:Iteration 17Q (3931.530000 sec): 3 clusters
  Score: Raw -2199625.423877 + Penalty 3200.316866 = -2196425.107011
  nChanged 122
		SP:Iteration 18Q (3931.570000 sec): 3 clusters
  Score: Raw -2199747.843895 + Penalty 3200.316866 = -2196547.527029
  nChanged 76
		SP:Iteration 19Q (3931.610000 sec): 3 clusters
  Score: Raw -2199821.994035 + Penalty 3200.316866 = -2196621.677169
  nChanged 51
		SP:Iteration 20F (3931.650000 sec): 3 clusters
  Score: Raw -2199864.561584 + Penalty 3200.316866 = -2196664.244718
  nChanged 35
		SP:Iteration 21Q (3931.690000 sec): 3 clusters
  Score: Raw -2199898.194874 + Penalty 3200.316866 = -2196697.878007
  nChanged 21
		SP:Iteration 22Q (3931.720000 sec): 3 clusters
  Score: Raw -2199923.345246 + Penalty 3200.316866 = -2196723.028380
  nChanged 9
		SP:Iteration 23Q (3931.760000 sec): 3 clusters
  Score: Raw -2199935.924948 + Penalty 3200.316866 = -2196735.608081
  nChanged 6
		SP:Iteration 24Q (3931.790000 sec): 3 clusters
  Score: Raw -2199942.049712 + Penalty 3200.316866 = -2196741.732846
  nChanged 4
		SP:Iteration 25Q (3931.820000 sec): 3 clusters
  Score: Raw -2199949.901653 + Penalty 3200.316866 = -2196749.584787
  nChanged 5
		SP:Iteration 26Q (3931.860000 sec): 3 clusters
  Score: Raw -2199956.907941 + Penalty 3200.316866 = -2196756.591075
  nChanged 3
		SP:Iteration 27Q (3931.890000 sec): 3 clusters
  Score: Raw -2199958.944592 + Penalty 3200.316866 = -2196758.627726
  nChanged 1
		SP:Iteration 28Q (3931.920000 sec): 3 clusters
  Score: Raw -2199959.615190 + Penalty 3200.316866 = -2196759.298324
  nChanged 1
		SP:Iteration 29Q (3931.960000 sec): 3 clusters
  Score: Raw -2199961.413167 + Penalty 3200.316866 = -2196761.096301
  nChanged 1
		SP:Iteration 30Q (3931.990000 sec): 3 clusters
  Score: Raw -2199963.033809 + Penalty 3200.316866 = -2196762.716943
  nChanged 1
		SP:Iteration 31Q (3932.030000 sec): 3 clusters
  Score: Raw -2199964.063960 + Penalty 3200.316866 = -2196763.747094
  nChanged 0
		SP:Iteration 32F (3932.070000 sec): 3 clusters
  Score: Raw -2199964.063960 + Penalty 3200.316866 = -2196763.747094
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (6771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3932.100000 sec): 2 clusters
  Score: Raw -776642.090066 + Penalty 1433.315661 = -775208.774406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3932.120000 sec): 3 clusters
  Score: Raw -772976.195636 + Penalty 2866.631321 = -770109.564315
  nChanged 2804
		SP:Iteration 1F (3932.140000 sec): 3 clusters
  Score: Raw -774451.797953 + Penalty 2866.631321 = -771585.166632
  nChanged 363
		SP:Iteration 2F (3932.150000 sec): 3 clusters
  Score: Raw -774597.859049 + Penalty 2866.631321 = -771731.227728
  nChanged 288
		SP:Iteration 3Q (3932.170000 sec): 3 clusters
  Score: Raw -774711.467797 + Penalty 2866.631321 = -771844.836476
  nChanged 243
		SP:Iteration 4Q (3932.190000 sec): 3 clusters
  Score: Raw -774815.844106 + Penalty 2866.631321 = -771949.212785
  nChanged 262
		SP:Iteration 5Q (3932.210000 sec): 3 clusters
  Score: Raw -774925.637906 + Penalty 2866.631321 = -772059.006585
  nChanged 241
		SP:Iteration 6Q (3932.220000 sec): 3 clusters
  Score: Raw -775034.756613 + Penalty 2866.631321 = -772168.125292
  nChanged 260
		SP:Iteration 7Q (3932.240000 sec): 3 clusters
  Score: Raw -775157.093194 + Penalty 2866.631321 = -772290.461872
  nChanged 282
		SP:Iteration 8Q (3932.250000 sec): 3 clusters
  Score: Raw -775303.747980 + Penalty 2866.631321 = -772437.116659
  nChanged 311
		SP:Iteration 9Q (3932.270000 sec): 3 clusters
  Score: Raw -775500.189354 + Penalty 2866.631321 = -772633.558032
  nChanged 324
		SP:Iteration 10Q (3932.290000 sec): 3 clusters
  Score: Raw -775740.833310 + Penalty 2866.631321 = -772874.201989
  nChanged 330
		SP:Iteration 11Q (3932.310000 sec): 3 clusters
  Score: Raw -775998.002830 + Penalty 2866.631321 = -773131.371509
  nChanged 292
		SP:Iteration 12Q (3932.320000 sec): 3 clusters
  Score: Raw -776230.974044 + Penalty 2866.631321 = -773364.342723
  nChanged 215
		SP:Iteration 13Q (3932.340000 sec): 3 clusters
  Score: Raw -776405.069128 + Penalty 2866.631321 = -773538.437807
  nChanged 154
		SP:Iteration 14Q (3932.350000 sec): 3 clusters
  Score: Raw -776532.203584 + Penalty 2866.631321 = -773665.572263
  nChanged 99
		SP:Iteration 15Q (3932.370000 sec): 3 clusters
  Score: Raw -776625.356717 + Penalty 2866.631321 = -773758.725396
  nChanged 57
		SP:Iteration 16Q (3932.390000 sec): 3 clusters
  Score: Raw -776681.610357 + Penalty 2866.631321 = -773814.979035
  nChanged 40
		SP:Iteration 17Q (3932.400000 sec): 3 clusters
  Score: Raw -776722.167493 + Penalty 2866.631321 = -773855.536172
  nChanged 31
		SP:Iteration 18Q (3932.410000 sec): 3 clusters
  Score: Raw -776754.409868 + Penalty 2866.631321 = -773887.778547
  nChanged 25
		SP:Iteration 19Q (3932.430000 sec): 3 clusters
  Score: Raw -776780.250544 + Penalty 2866.631321 = -773913.619223
  nChanged 15
		SP:Iteration 20F (3932.450000 sec): 3 clusters
  Score: Raw -776796.214281 + Penalty 2866.631321 = -773929.582960
  nChanged 9
		SP:Iteration 21Q (3932.460000 sec): 3 clusters
  Score: Raw -776803.493620 + Penalty 2866.631321 = -773936.862299
  nChanged 4
		SP:Iteration 22Q (3932.470000 sec): 3 clusters
  Score: Raw -776807.251534 + Penalty 2866.631321 = -773940.620213
  nChanged 5
		SP:Iteration 23Q (3932.490000 sec): 3 clusters
  Score: Raw -776812.367161 + Penalty 2866.631321 = -773945.735839
  nChanged 4
		SP:Iteration 24Q (3932.500000 sec): 3 clusters
  Score: Raw -776816.048528 + Penalty 2866.631321 = -773949.417207
  nChanged 2
		SP:Iteration 25Q (3932.510000 sec): 3 clusters
  Score: Raw -776816.893517 + Penalty 2866.631321 = -773950.262196
  nChanged 0
		SP:Iteration 26F (3932.530000 sec): 3 clusters
  Score: Raw -776816.893517 + Penalty 2866.631321 = -773950.262196
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (502019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3934.130000 sec): 2 clusters
  Score: Raw -58671697.768024 + Penalty 2133.038903 = -58669564.729121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3935.470000 sec): 3 clusters
  Score: Raw -58333576.218840 + Penalty 4266.077805 = -58329310.141035
  nChanged 245981
		SP:Iteration 1F (3936.820000 sec): 3 clusters
  Score: Raw -58485228.082231 + Penalty 4266.077805 = -58480962.004426
  nChanged 18631
		SP:Iteration 2Q (3938.200000 sec): 3 clusters
  Score: Raw -58491545.582036 + Penalty 4266.077805 = -58487279.504231
  nChanged 25913
		SP:Iteration 3F (3939.580000 sec): 3 clusters
  Score: Raw -58503963.861514 + Penalty 4266.077805 = -58499697.783709
  nChanged 35702
		SP:Iteration 4F (3940.950000 sec): 3 clusters
  Score: Raw -58527536.571917 + Penalty 4266.077805 = -58523270.494111
  nChanged 44265
		SP:Iteration 5F (3942.330000 sec): 3 clusters
  Score: Raw -58564724.401766 + Penalty 4266.077805 = -58560458.323961
  nChanged 45394
		SP:Iteration 6F (3943.710000 sec): 3 clusters
  Score: Raw -58608830.171169 + Penalty 4266.077805 = -58604564.093364
  nChanged 34694
		SP:Iteration 7F (3945.060000 sec): 3 clusters
  Score: Raw -58643964.859822 + Penalty 4266.077805 = -58639698.782017
  nChanged 18653
		SP:Iteration 8Q (3946.310000 sec): 3 clusters
  Score: Raw -58662222.553658 + Penalty 4266.077805 = -58657956.475852
  nChanged 7478
		SP:Iteration 9Q (3947.440000 sec): 3 clusters
  Score: Raw -58669070.918301 + Penalty 4266.077805 = -58664804.840495
  nChanged 2288
		SP:Iteration 10Q (3948.420000 sec): 3 clusters
  Score: Raw -58671083.369953 + Penalty 4266.077805 = -58666817.292148
  nChanged 625
		SP:Iteration 11Q (3949.360000 sec): 3 clusters
  Score: Raw -58671657.541611 + Penalty 4266.077805 = -58667391.463806
  nChanged 177
		SP:Iteration 12Q (3950.270000 sec): 3 clusters
  Score: Raw -58671869.219857 + Penalty 4266.077805 = -58667603.142052
  nChanged 79
		SP:Iteration 13Q (3951.170000 sec): 3 clusters
  Score: Raw -58671964.422828 + Penalty 4266.077805 = -58667698.345023
  nChanged 54
		SP:Iteration 14Q (3952.070000 sec): 3 clusters
  Score: Raw -58672023.063440 + Penalty 4266.077805 = -58667756.985635
  nChanged 25
		SP:Iteration 15Q (3952.960000 sec): 3 clusters
  Score: Raw -58672048.054499 + Penalty 4266.077805 = -58667781.976694
  nChanged 19
		SP:Iteration 16Q (3953.850000 sec): 3 clusters
  Score: Raw -58672062.778156 + Penalty 4266.077805 = -58667796.700351
  nChanged 15
		SP:Iteration 17Q (3954.750000 sec): 3 clusters
  Score: Raw -58672072.844204 + Penalty 4266.077805 = -58667806.766399
  nChanged 10
		SP:Iteration 18Q (3955.640000 sec): 3 clusters
  Score: Raw -58672081.784428 + Penalty 4266.077805 = -58667815.706622
  nChanged 8
		SP:Iteration 19Q (3956.540000 sec): 3 clusters
  Score: Raw -58672088.528407 + Penalty 4266.077805 = -58667822.450602
  nChanged 7
		SP:Iteration 20F (3957.830000 sec): 3 clusters
  Score: Raw -58672094.420095 + Penalty 4266.077805 = -58667828.342290
  nChanged 9
		SP:Iteration 21Q (3958.740000 sec): 3 clusters
  Score: Raw -58672102.301161 + Penalty 4266.077805 = -58667836.223356
  nChanged 8
		SP:Iteration 22Q (3959.650000 sec): 3 clusters
  Score: Raw -58672107.920759 + Penalty 4266.077805 = -58667841.842954
  nChanged 8
		SP:Iteration 23Q (3960.550000 sec): 3 clusters
  Score: Raw -58672111.895508 + Penalty 4266.077805 = -58667845.817703
  nChanged 3
		SP:Iteration 24Q (3961.440000 sec): 3 clusters
  Score: Raw -58672113.584460 + Penalty 4266.077805 = -58667847.506655
  nChanged 4
		SP:Iteration 25Q (3962.340000 sec): 3 clusters
  Score: Raw -58672115.255267 + Penalty 4266.077805 = -58667849.177462
  nChanged 1
		SP:Iteration 26Q (3963.230000 sec): 3 clusters
  Score: Raw -58672115.615159 + Penalty 4266.077805 = -58667849.537354
  nChanged 4
		SP:Iteration 27Q (3964.120000 sec): 3 clusters
  Score: Raw -58672117.327788 + Penalty 4266.077805 = -58667851.249983
  nChanged 5
		SP:Iteration 28Q (3965.020000 sec): 3 clusters
  Score: Raw -58672121.655250 + Penalty 4266.077805 = -58667855.577445
  nChanged 3
		SP:Iteration 29Q (3965.910000 sec): 3 clusters
  Score: Raw -58672123.377721 + Penalty 4266.077805 = -58667857.299916
  nChanged 3
		SP:Iteration 30Q (3966.810000 sec): 3 clusters
  Score: Raw -58672125.214033 + Penalty 4266.077805 = -58667859.136228
  nChanged 0
		SP:Iteration 31F (3968.100000 sec): 3 clusters
  Score: Raw -58672125.214033 + Penalty 4266.077805 = -58667859.136228
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (1588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.340000 sec): 2 clusters
  Score: Raw -172654.285226 + Penalty 1197.662479 = -171456.622747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.340000 sec): 3 clusters
  Score: Raw -172000.363942 + Penalty 2395.324959 = -169605.038983
  nChanged 547
		SP:Iteration 1F (3968.350000 sec): 3 clusters
  Score: Raw -172386.012476 + Penalty 2395.324959 = -169990.687517
  nChanged 130
		SP:Iteration 2F (3968.350000 sec): 3 clusters
  Score: Raw -172496.302138 + Penalty 2395.324959 = -170100.977179
  nChanged 80
		SP:Iteration 3F (3968.350000 sec): 3 clusters
  Score: Raw -172586.077856 + Penalty 2395.324959 = -170190.752898
  nChanged 68
		SP:Iteration 4Q (3968.360000 sec): 3 clusters
  Score: Raw -172656.646539 + Penalty 2395.324959 = -170261.321581
  nChanged 55
		SP:Iteration 5Q (3968.360000 sec): 3 clusters
  Score: Raw -172701.194162 + Penalty 2395.324959 = -170305.869203
  nChanged 41
		SP:Iteration 6Q (3968.370000 sec): 3 clusters
  Score: Raw -172723.341298 + Penalty 2395.324959 = -170328.016339
  nChanged 23
		SP:Iteration 7Q (3968.370000 sec): 3 clusters
  Score: Raw -172737.246458 + Penalty 2395.324959 = -170341.921500
  nChanged 27
		SP:Iteration 8Q (3968.370000 sec): 3 clusters
  Score: Raw -172760.828448 + Penalty 2395.324959 = -170365.503489
  nChanged 30
		SP:Iteration 9Q (3968.380000 sec): 3 clusters
  Score: Raw -172785.559027 + Penalty 2395.324959 = -170390.234068
  nChanged 27
		SP:Iteration 10Q (3968.380000 sec): 3 clusters
  Score: Raw -172811.027484 + Penalty 2395.324959 = -170415.702526
  nChanged 24
		SP:Iteration 11Q (3968.390000 sec): 3 clusters
  Score: Raw -172826.529481 + Penalty 2395.324959 = -170431.204522
  nChanged 15
		SP:Iteration 12Q (3968.390000 sec): 3 clusters
  Score: Raw -172837.672571 + Penalty 2395.324959 = -170442.347613
  nChanged 15
		SP:Iteration 13Q (3968.390000 sec): 3 clusters
  Score: Raw -172846.917842 + Penalty 2395.324959 = -170451.592883
  nChanged 11
		SP:Iteration 14Q (3968.400000 sec): 3 clusters
  Score: Raw -172852.942827 + Penalty 2395.324959 = -170457.617869
  nChanged 11
		SP:Iteration 15Q (3968.400000 sec): 3 clusters
  Score: Raw -172861.351777 + Penalty 2395.324959 = -170466.026819
  nChanged 14
		SP:Iteration 16Q (3968.410000 sec): 3 clusters
  Score: Raw -172875.650417 + Penalty 2395.324959 = -170480.325459
  nChanged 15
		SP:Iteration 17Q (3968.410000 sec): 3 clusters
  Score: Raw -172886.545477 + Penalty 2395.324959 = -170491.220518
  nChanged 11
		SP:Iteration 18Q (3968.410000 sec): 3 clusters
  Score: Raw -172892.436352 + Penalty 2395.324959 = -170497.111393
  nChanged 5
		SP:Iteration 19Q (3968.410000 sec): 3 clusters
  Score: Raw -172894.450336 + Penalty 2395.324959 = -170499.125378
  nChanged 4
		SP:Iteration 20F (3968.420000 sec): 3 clusters
  Score: Raw -172895.925408 + Penalty 2395.324959 = -170500.600449
  nChanged 4
		SP:Iteration 21Q (3968.420000 sec): 3 clusters
  Score: Raw -172897.278276 + Penalty 2395.324959 = -170501.953317
  nChanged 1
		SP:Iteration 22Q (3968.430000 sec): 3 clusters
  Score: Raw -172897.978189 + Penalty 2395.324959 = -170502.653230
  nChanged 2
		SP:Iteration 23Q (3968.430000 sec): 3 clusters
  Score: Raw -172900.217346 + Penalty 2395.324959 = -170504.892387
  nChanged 1
		SP:Iteration 24Q (3968.430000 sec): 3 clusters
  Score: Raw -172900.442582 + Penalty 2395.324959 = -170505.117623
  nChanged 1
		SP:Iteration 25Q (3968.440000 sec): 3 clusters
  Score: Raw -172900.881863 + Penalty 2395.324959 = -170505.556905
  nChanged 0
		SP:Iteration 26F (3968.440000 sec): 3 clusters
  Score: Raw -172900.881863 + Penalty 2395.324959 = -170505.556905
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 22 (3792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.460000 sec): 2 clusters
  Score: Raw -407022.169242 + Penalty 1339.105440 = -405683.063802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.470000 sec): 3 clusters
  Score: Raw -405159.232160 + Penalty 2678.210881 = -402481.021279
  nChanged 1478
		SP:Iteration 1F (3968.480000 sec): 3 clusters
  Score: Raw -406094.447217 + Penalty 2678.210881 = -403416.236336
  nChanged 288
		SP:Iteration 2F (3968.490000 sec): 3 clusters
  Score: Raw -406267.705951 + Penalty 2678.210881 = -403589.495071
  nChanged 183
		SP:Iteration 3Q (3968.490000 sec): 3 clusters
  Score: Raw -406372.802828 + Penalty 2678.210881 = -403694.591947
  nChanged 141
		SP:Iteration 4Q (3968.510000 sec): 3 clusters
  Score: Raw -406448.506728 + Penalty 2678.210881 = -403770.295847
  nChanged 111
		SP:Iteration 5Q (3968.510000 sec): 3 clusters
  Score: Raw -406508.607982 + Penalty 2678.210881 = -403830.397102
  nChanged 103
		SP:Iteration 6Q (3968.520000 sec): 3 clusters
  Score: Raw -406571.499814 + Penalty 2678.210881 = -403893.288934
  nChanged 78
		SP:Iteration 7Q (3968.530000 sec): 3 clusters
  Score: Raw -406617.815061 + Penalty 2678.210881 = -403939.604181
  nChanged 87
		SP:Iteration 8Q (3968.540000 sec): 3 clusters
  Score: Raw -406658.245775 + Penalty 2678.210881 = -403980.034895
  nChanged 69
		SP:Iteration 9Q (3968.550000 sec): 3 clusters
  Score: Raw -406688.986315 + Penalty 2678.210881 = -404010.775434
  nChanged 79
		SP:Iteration 10Q (3968.560000 sec): 3 clusters
  Score: Raw -406737.917845 + Penalty 2678.210881 = -404059.706964
  nChanged 74
		SP:Iteration 11Q (3968.570000 sec): 3 clusters
  Score: Raw -406780.058341 + Penalty 2678.210881 = -404101.847460
  nChanged 71
		SP:Iteration 12Q (3968.580000 sec): 3 clusters
  Score: Raw -406814.462787 + Penalty 2678.210881 = -404136.251907
  nChanged 55
		SP:Iteration 13Q (3968.590000 sec): 3 clusters
  Score: Raw -406836.836458 + Penalty 2678.210881 = -404158.625577
  nChanged 39
		SP:Iteration 14Q (3968.600000 sec): 3 clusters
  Score: Raw -406851.263186 + Penalty 2678.210881 = -404173.052305
  nChanged 36
		SP:Iteration 15Q (3968.610000 sec): 3 clusters
  Score: Raw -406869.397573 + Penalty 2678.210881 = -404191.186693
  nChanged 50
		SP:Iteration 16Q (3968.620000 sec): 3 clusters
  Score: Raw -406892.107945 + Penalty 2678.210881 = -404213.897064
  nChanged 40
		SP:Iteration 17Q (3968.630000 sec): 3 clusters
  Score: Raw -406909.035275 + Penalty 2678.210881 = -404230.824394
  nChanged 40
		SP:Iteration 18Q (3968.630000 sec): 3 clusters
  Score: Raw -406926.120572 + Penalty 2678.210881 = -404247.909691
  nChanged 33
		SP:Iteration 19Q (3968.640000 sec): 3 clusters
  Score: Raw -406938.414568 + Penalty 2678.210881 = -404260.203687
  nChanged 33
		SP:Iteration 20F (3968.650000 sec): 3 clusters
  Score: Raw -406950.728559 + Penalty 2678.210881 = -404272.517678
  nChanged 31
		SP:Iteration 21Q (3968.660000 sec): 3 clusters
  Score: Raw -406963.140371 + Penalty 2678.210881 = -404284.929490
  nChanged 37
		SP:Iteration 22Q (3968.670000 sec): 3 clusters
  Score: Raw -406978.262903 + Penalty 2678.210881 = -404300.052023
  nChanged 37
		SP:Iteration 23Q (3968.680000 sec): 3 clusters
  Score: Raw -406996.422199 + Penalty 2678.210881 = -404318.211318
  nChanged 48
		SP:Iteration 24Q (3968.690000 sec): 3 clusters
  Score: Raw -407021.635519 + Penalty 2678.210881 = -404343.424638
  nChanged 52
		SP:Iteration 25Q (3968.700000 sec): 3 clusters
  Score: Raw -407056.195293 + Penalty 2678.210881 = -404377.984413
  nChanged 51
		SP:Iteration 26Q (3968.710000 sec): 3 clusters
  Score: Raw -407088.487001 + Penalty 2678.210881 = -404410.276120
  nChanged 44
		SP:Iteration 27Q (3968.710000 sec): 3 clusters
  Score: Raw -407113.304184 + Penalty 2678.210881 = -404435.093304
  nChanged 35
		SP:Iteration 28Q (3968.730000 sec): 3 clusters
  Score: Raw -407135.004997 + Penalty 2678.210881 = -404456.794117
  nChanged 45
		SP:Iteration 29Q (3968.730000 sec): 3 clusters
  Score: Raw -407161.068044 + Penalty 2678.210881 = -404482.857163
  nChanged 39
		SP:Iteration 30Q (3968.740000 sec): 3 clusters
  Score: Raw -407178.580786 + Penalty 2678.210881 = -404500.369906
  nChanged 24
		SP:Iteration 31Q (3968.750000 sec): 3 clusters
  Score: Raw -407195.202752 + Penalty 2678.210881 = -404516.991871
  nChanged 23
		SP:Iteration 32Q (3968.760000 sec): 3 clusters
  Score: Raw -407209.201610 + Penalty 2678.210881 = -404530.990730
  nChanged 19
		SP:Iteration 33Q (3968.770000 sec): 3 clusters
  Score: Raw -407217.317458 + Penalty 2678.210881 = -404539.106577
  nChanged 11
		SP:Iteration 34Q (3968.770000 sec): 3 clusters
  Score: Raw -407221.867841 + Penalty 2678.210881 = -404543.656961
  nChanged 7
		SP:Iteration 35Q (3968.780000 sec): 3 clusters
  Score: Raw -407226.113527 + Penalty 2678.210881 = -404547.902647
  nChanged 5
		SP:Iteration 36Q (3968.790000 sec): 3 clusters
  Score: Raw -407228.297216 + Penalty 2678.210881 = -404550.086336
  nChanged 5
		SP:Iteration 37Q (3968.800000 sec): 3 clusters
  Score: Raw -407229.808328 + Penalty 2678.210881 = -404551.597448
  nChanged 7
		SP:Iteration 38Q (3968.810000 sec): 3 clusters
  Score: Raw -407232.216823 + Penalty 2678.210881 = -404554.005943
  nChanged 6
		SP:Iteration 39Q (3968.820000 sec): 3 clusters
  Score: Raw -407234.540297 + Penalty 2678.210881 = -404556.329417
  nChanged 5
		SP:Iteration 40F (3968.830000 sec): 3 clusters
  Score: Raw -407236.666504 + Penalty 2678.210881 = -404558.455624
  nChanged 6
		SP:Iteration 41Q (3968.830000 sec): 3 clusters
  Score: Raw -407239.580339 + Penalty 2678.210881 = -404561.369459
  nChanged 3
		SP:Iteration 42Q (3968.840000 sec): 3 clusters
  Score: Raw -407241.628003 + Penalty 2678.210881 = -404563.417122
  nChanged 3
		SP:Iteration 43Q (3968.850000 sec): 3 clusters
  Score: Raw -407242.521567 + Penalty 2678.210881 = -404564.310686
  nChanged 2
		SP:Iteration 44Q (3968.860000 sec): 3 clusters
  Score: Raw -407243.007501 + Penalty 2678.210881 = -404564.796620
  nChanged 1
		SP:Iteration 45Q (3968.870000 sec): 3 clusters
  Score: Raw -407243.238535 + Penalty 2678.210881 = -404565.027655
  nChanged 1
		SP:Iteration 46Q (3968.880000 sec): 3 clusters
  Score: Raw -407245.029297 + Penalty 2678.210881 = -404566.818416
  nChanged 3
		SP:Iteration 47Q (3968.890000 sec): 3 clusters
  Score: Raw -407247.018592 + Penalty 2678.210881 = -404568.807711
  nChanged 3
		SP:Iteration 48Q (3968.890000 sec): 3 clusters
  Score: Raw -407247.877286 + Penalty 2678.210881 = -404569.666405
  nChanged 2
		SP:Iteration 49Q (3968.900000 sec): 3 clusters
  Score: Raw -407248.326063 + Penalty 2678.210881 = -404570.115182
  nChanged 2
		SP:Iteration 50Q (3968.910000 sec): 3 clusters
  Score: Raw -407249.323629 + Penalty 2678.210881 = -404571.112749
  nChanged 3
		SP:Iteration 51Q (3968.920000 sec): 3 clusters
  Score: Raw -407250.337162 + Penalty 2678.210881 = -404572.126281
  nChanged 1
		SP:Iteration 52Q (3968.930000 sec): 3 clusters
  Score: Raw -407250.816039 + Penalty 2678.210881 = -404572.605158
  nChanged 1
		SP:Iteration 53Q (3968.930000 sec): 3 clusters
  Score: Raw -407251.771747 + Penalty 2678.210881 = -404573.560866
  nChanged 2
		SP:Iteration 54Q (3968.940000 sec): 3 clusters
  Score: Raw -407253.156282 + Penalty 2678.210881 = -404574.945402
  nChanged 1
		SP:Iteration 55Q (3968.950000 sec): 3 clusters
  Score: Raw -407253.332983 + Penalty 2678.210881 = -404575.122103
  nChanged 1
		SP:Iteration 56Q (3968.960000 sec): 3 clusters
  Score: Raw -407253.648033 + Penalty 2678.210881 = -404575.437152
  nChanged 1
		SP:Iteration 57Q (3968.970000 sec): 3 clusters
  Score: Raw -407254.021188 + Penalty 2678.210881 = -404575.810307
  nChanged 0
		SP:Iteration 58F (3968.980000 sec): 3 clusters
  Score: Raw -407254.021188 + Penalty 2678.210881 = -404575.810307
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 23 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3968.990000 sec): 2 clusters
  Score: Raw -182152.816703 + Penalty 1197.150022 = -180955.666681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3968.990000 sec): 3 clusters
  Score: Raw -181515.747361 + Penalty 2394.300044 = -179121.447317
  nChanged 528
		SP:Iteration 1F (3968.990000 sec): 3 clusters
  Score: Raw -181873.641865 + Penalty 2394.300044 = -179479.341821
  nChanged 109
		SP:Iteration 2F (3968.990000 sec): 3 clusters
  Score: Raw -181954.372622 + Penalty 2394.300044 = -179560.072578
  nChanged 56
		SP:Iteration 3Q (3968.990000 sec): 3 clusters
  Score: Raw -181993.521425 + Penalty 2394.300044 = -179599.221381
  nChanged 44
		SP:Iteration 4Q (3969.000000 sec): 3 clusters
  Score: Raw -182019.424441 + Penalty 2394.300044 = -179625.124397
  nChanged 31
		SP:Iteration 5Q (3969.000000 sec): 3 clusters
  Score: Raw -182044.685880 + Penalty 2394.300044 = -179650.385835
  nChanged 34
		SP:Iteration 6Q (3969.010000 sec): 3 clusters
  Score: Raw -182071.399258 + Penalty 2394.300044 = -179677.099213
  nChanged 31
		SP:Iteration 7Q (3969.010000 sec): 3 clusters
  Score: Raw -182094.634232 + Penalty 2394.300044 = -179700.334188
  nChanged 25
		SP:Iteration 8Q (3969.010000 sec): 3 clusters
  Score: Raw -182109.828274 + Penalty 2394.300044 = -179715.528229
  nChanged 24
		SP:Iteration 9Q (3969.020000 sec): 3 clusters
  Score: Raw -182122.291893 + Penalty 2394.300044 = -179727.991848
  nChanged 11
		SP:Iteration 10Q (3969.020000 sec): 3 clusters
  Score: Raw -182130.261441 + Penalty 2394.300044 = -179735.961397
  nChanged 11
		SP:Iteration 11Q (3969.030000 sec): 3 clusters
  Score: Raw -182138.533927 + Penalty 2394.300044 = -179744.233882
  nChanged 13
		SP:Iteration 12Q (3969.030000 sec): 3 clusters
  Score: Raw -182144.185680 + Penalty 2394.300044 = -179749.885635
  nChanged 9
		SP:Iteration 13Q (3969.030000 sec): 3 clusters
  Score: Raw -182149.673577 + Penalty 2394.300044 = -179755.373532
  nChanged 12
		SP:Iteration 14Q (3969.040000 sec): 3 clusters
  Score: Raw -182158.321595 + Penalty 2394.300044 = -179764.021551
  nChanged 7
		SP:Iteration 15Q (3969.040000 sec): 3 clusters
  Score: Raw -182166.090061 + Penalty 2394.300044 = -179771.790017
  nChanged 9
		SP:Iteration 16Q (3969.040000 sec): 3 clusters
  Score: Raw -182172.888205 + Penalty 2394.300044 = -179778.588161
  nChanged 8
		SP:Iteration 17Q (3969.050000 sec): 3 clusters
  Score: Raw -182177.655240 + Penalty 2394.300044 = -179783.355195
  nChanged 7
		SP:Iteration 18Q (3969.050000 sec): 3 clusters
  Score: Raw -182182.445634 + Penalty 2394.300044 = -179788.145589
  nChanged 5
		SP:Iteration 19Q (3969.050000 sec): 3 clusters
  Score: Raw -182186.306138 + Penalty 2394.300044 = -179792.006093
  nChanged 9
		SP:Iteration 20F (3969.060000 sec): 3 clusters
  Score: Raw -182191.379534 + Penalty 2394.300044 = -179797.079490
  nChanged 9
		SP:Iteration 21Q (3969.060000 sec): 3 clusters
  Score: Raw -182196.643647 + Penalty 2394.300044 = -179802.343603
  nChanged 7
		SP:Iteration 22Q (3969.070000 sec): 3 clusters
  Score: Raw -182199.904044 + Penalty 2394.300044 = -179805.604000
  nChanged 4
		SP:Iteration 23Q (3969.070000 sec): 3 clusters
  Score: Raw -182201.694846 + Penalty 2394.300044 = -179807.394802
  nChanged 5
		SP:Iteration 24Q (3969.070000 sec): 3 clusters
  Score: Raw -182205.491831 + Penalty 2394.300044 = -179811.191787
  nChanged 4
		SP:Iteration 25Q (3969.080000 sec): 3 clusters
  Score: Raw -182207.412440 + Penalty 2394.300044 = -179813.112395
  nChanged 4
		SP:Iteration 26Q (3969.080000 sec): 3 clusters
  Score: Raw -182209.143283 + Penalty 2394.300044 = -179814.843238
  nChanged 5
		SP:Iteration 27Q (3969.090000 sec): 3 clusters
  Score: Raw -182213.009785 + Penalty 2394.300044 = -179818.709741
  nChanged 6
		SP:Iteration 28Q (3969.090000 sec): 3 clusters
  Score: Raw -182218.814788 + Penalty 2394.300044 = -179824.514743
  nChanged 7
		SP:Iteration 29Q (3969.090000 sec): 3 clusters
  Score: Raw -182223.172699 + Penalty 2394.300044 = -179828.872654
  nChanged 6
		SP:Iteration 30Q (3969.100000 sec): 3 clusters
  Score: Raw -182226.934586 + Penalty 2394.300044 = -179832.634541
  nChanged 3
		SP:Iteration 31Q (3969.100000 sec): 3 clusters
  Score: Raw -182227.995909 + Penalty 2394.300044 = -179833.695864
  nChanged 0
		SP:Iteration 32F (3969.110000 sec): 3 clusters
  Score: Raw -182227.995909 + Penalty 2394.300044 = -179833.695864
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3969.120000 sec): 2 clusters
  Score: Raw -377384.151338 + Penalty 1312.786837 = -376071.364500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3969.130000 sec): 3 clusters
  Score: Raw -375792.466535 + Penalty 2625.573674 = -373166.892861
  nChanged 1252
		SP:Iteration 1F (3969.130000 sec): 3 clusters
  Score: Raw -376514.849832 + Penalty 2625.573674 = -373889.276157
  nChanged 268
		SP:Iteration 2F (3969.140000 sec): 3 clusters
  Score: Raw -376696.344975 + Penalty 2625.573674 = -374070.771300
  nChanged 173
		SP:Iteration 3F (3969.150000 sec): 3 clusters
  Score: Raw -376810.414648 + Penalty 2625.573674 = -374184.840973
  nChanged 128
		SP:Iteration 4Q (3969.160000 sec): 3 clusters
  Score: Raw -376900.114335 + Penalty 2625.573674 = -374274.540660
  nChanged 128
		SP:Iteration 5Q (3969.170000 sec): 3 clusters
  Score: Raw -376987.177122 + Penalty 2625.573674 = -374361.603448
  nChanged 110
		SP:Iteration 6Q (3969.170000 sec): 3 clusters
  Score: Raw -377051.363118 + Penalty 2625.573674 = -374425.789443
  nChanged 95
		SP:Iteration 7Q (3969.180000 sec): 3 clusters
  Score: Raw -377106.998428 + Penalty 2625.573674 = -374481.424753
  nChanged 97
		SP:Iteration 8Q (3969.190000 sec): 3 clusters
  Score: Raw -377168.699632 + Penalty 2625.573674 = -374543.125958
  nChanged 95
		SP:Iteration 9Q (3969.200000 sec): 3 clusters
  Score: Raw -377230.035859 + Penalty 2625.573674 = -374604.462185
  nChanged 105
		SP:Iteration 10Q (3969.210000 sec): 3 clusters
  Score: Raw -377300.698075 + Penalty 2625.573674 = -374675.124401
  nChanged 106
		SP:Iteration 11Q (3969.210000 sec): 3 clusters
  Score: Raw -377374.571643 + Penalty 2625.573674 = -374748.997969
  nChanged 93
		SP:Iteration 12Q (3969.220000 sec): 3 clusters
  Score: Raw -377428.260682 + Penalty 2625.573674 = -374802.687007
  nChanged 68
		SP:Iteration 13Q (3969.230000 sec): 3 clusters
  Score: Raw -377467.185571 + Penalty 2625.573674 = -374841.611896
  nChanged 56
		SP:Iteration 14Q (3969.230000 sec): 3 clusters
  Score: Raw -377507.214317 + Penalty 2625.573674 = -374881.640643
  nChanged 50
		SP:Iteration 15Q (3969.240000 sec): 3 clusters
  Score: Raw -377539.244347 + Penalty 2625.573674 = -374913.670672
  nChanged 51
		SP:Iteration 16Q (3969.250000 sec): 3 clusters
  Score: Raw -377572.810089 + Penalty 2625.573674 = -374947.236415
  nChanged 53
		SP:Iteration 17Q (3969.260000 sec): 3 clusters
  Score: Raw -377607.429426 + Penalty 2625.573674 = -374981.855752
  nChanged 49
		SP:Iteration 18Q (3969.270000 sec): 3 clusters
  Score: Raw -377635.856272 + Penalty 2625.573674 = -375010.282597
  nChanged 39
		SP:Iteration 19Q (3969.270000 sec): 3 clusters
  Score: Raw -377655.597421 + Penalty 2625.573674 = -375030.023746
  nChanged 36
		SP:Iteration 20F (3969.280000 sec): 3 clusters
  Score: Raw -377674.513062 + Penalty 2625.573674 = -375048.939387
  nChanged 27
		SP:Iteration 21Q (3969.290000 sec): 3 clusters
  Score: Raw -377683.985414 + Penalty 2625.573674 = -375058.411739
  nChanged 11
		SP:Iteration 22Q (3969.300000 sec): 3 clusters
  Score: Raw -377688.425900 + Penalty 2625.573674 = -375062.852225
  nChanged 10
		SP:Iteration 23Q (3969.310000 sec): 3 clusters
  Score: Raw -377693.417029 + Penalty 2625.573674 = -375067.843354
  nChanged 12
		SP:Iteration 24Q (3969.310000 sec): 3 clusters
  Score: Raw -377697.003432 + Penalty 2625.573674 = -375071.429757
  nChanged 4
		SP:Iteration 25Q (3969.320000 sec): 3 clusters
  Score: Raw -377698.251036 + Penalty 2625.573674 = -375072.677361
  nChanged 5
		SP:Iteration 26Q (3969.330000 sec): 3 clusters
  Score: Raw -377700.505801 + Penalty 2625.573674 = -375074.932126
  nChanged 4
		SP:Iteration 27Q (3969.330000 sec): 3 clusters
  Score: Raw -377701.770424 + Penalty 2625.573674 = -375076.196750
  nChanged 2
		SP:Iteration 28Q (3969.340000 sec): 3 clusters
  Score: Raw -377702.441980 + Penalty 2625.573674 = -375076.868305
  nChanged 4
		SP:Iteration 29Q (3969.350000 sec): 3 clusters
  Score: Raw -377703.441481 + Penalty 2625.573674 = -375077.867807
  nChanged 5
		SP:Iteration 30Q (3969.350000 sec): 3 clusters
  Score: Raw -377705.939039 + Penalty 2625.573674 = -375080.365365
  nChanged 4
		SP:Iteration 31Q (3969.360000 sec): 3 clusters
  Score: Raw -377707.709883 + Penalty 2625.573674 = -375082.136208
  nChanged 5
		SP:Iteration 32Q (3969.370000 sec): 3 clusters
  Score: Raw -377709.600984 + Penalty 2625.573674 = -375084.027309
  nChanged 4
		SP:Iteration 33Q (3969.380000 sec): 3 clusters
  Score: Raw -377710.394264 + Penalty 2625.573674 = -375084.820589
  nChanged 4
		SP:Iteration 34Q (3969.390000 sec): 3 clusters
  Score: Raw -377711.439905 + Penalty 2625.573674 = -375085.866230
  nChanged 5
		SP:Iteration 35Q (3969.390000 sec): 3 clusters
  Score: Raw -377713.824061 + Penalty 2625.573674 = -375088.250386
  nChanged 7
		SP:Iteration 36Q (3969.400000 sec): 3 clusters
  Score: Raw -377715.818617 + Penalty 2625.573674 = -375090.244943
  nChanged 6
		SP:Iteration 37Q (3969.410000 sec): 3 clusters
  Score: Raw -377717.577880 + Penalty 2625.573674 = -375092.004206
  nChanged 5
		SP:Iteration 38Q (3969.410000 sec): 3 clusters
  Score: Raw -377719.032529 + Penalty 2625.573674 = -375093.458854
  nChanged 3
		SP:Iteration 39Q (3969.420000 sec): 3 clusters
  Score: Raw -377719.700078 + Penalty 2625.573674 = -375094.126404
  nChanged 1
		SP:Iteration 40F (3969.440000 sec): 3 clusters
  Score: Raw -377719.858036 + Penalty 2625.573674 = -375094.284362
  nChanged 1
		SP:Iteration 41Q (3969.440000 sec): 3 clusters
  Score: Raw -377720.042135 + Penalty 2625.573674 = -375094.468460
  nChanged 3
		SP:Iteration 42Q (3969.450000 sec): 3 clusters
  Score: Raw -377720.808560 + Penalty 2625.573674 = -375095.234885
  nChanged 1
		SP:Iteration 43Q (3969.460000 sec): 3 clusters
  Score: Raw -377721.017422 + Penalty 2625.573674 = -375095.443748
  nChanged 1
		SP:Iteration 44Q (3969.460000 sec): 3 clusters
  Score: Raw -377721.374677 + Penalty 2625.573674 = -375095.801003
  nChanged 2
		SP:Iteration 45Q (3969.470000 sec): 3 clusters
  Score: Raw -377721.912664 + Penalty 2625.573674 = -375096.338989
  nChanged 3
		SP:Iteration 46Q (3969.480000 sec): 3 clusters
  Score: Raw -377723.410023 + Penalty 2625.573674 = -375097.836348
  nChanged 4
		SP:Iteration 47Q (3969.480000 sec): 3 clusters
  Score: Raw -377724.929706 + Penalty 2625.573674 = -375099.356031
  nChanged 5
		SP:Iteration 48Q (3969.490000 sec): 3 clusters
  Score: Raw -377725.874534 + Penalty 2625.573674 = -375100.300859
  nChanged 3
		SP:Iteration 49Q (3969.500000 sec): 3 clusters
  Score: Raw -377726.949347 + Penalty 2625.573674 = -375101.375672
  nChanged 4
		SP:Iteration 50Q (3969.510000 sec): 3 clusters
  Score: Raw -377728.667190 + Penalty 2625.573674 = -375103.093516
  nChanged 5
		SP:Iteration 51Q (3969.520000 sec): 3 clusters
  Score: Raw -377730.338776 + Penalty 2625.573674 = -375104.765102
  nChanged 3
		SP:Iteration 52Q (3969.520000 sec): 3 clusters
  Score: Raw -377731.074288 + Penalty 2625.573674 = -375105.500613
  nChanged 2
		SP:Iteration 53Q (3969.530000 sec): 3 clusters
  Score: Raw -377731.447331 + Penalty 2625.573674 = -375105.873656
  nChanged 0
		SP:Iteration 54F (3969.540000 sec): 3 clusters
  Score: Raw -377731.447331 + Penalty 2625.573674 = -375105.873656
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (4443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3969.550000 sec): 2 clusters
  Score: Raw -478113.261779 + Penalty 1364.851329 = -476748.410449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3969.560000 sec): 3 clusters
  Score: Raw -475814.689197 + Penalty 2729.702658 = -473084.986539
  nChanged 1772
		SP:Iteration 1F (3969.580000 sec): 3 clusters
  Score: Raw -476771.309247 + Penalty 2729.702658 = -474041.606589
  nChanged 319
		SP:Iteration 2F (3969.580000 sec): 3 clusters
  Score: Raw -476967.850959 + Penalty 2729.702658 = -474238.148300
  nChanged 251
		SP:Iteration 3F (3969.600000 sec): 3 clusters
  Score: Raw -477140.639832 + Penalty 2729.702658 = -474410.937174
  nChanged 243
		SP:Iteration 4F (3969.610000 sec): 3 clusters
  Score: Raw -477306.841866 + Penalty 2729.702658 = -474577.139207
  nChanged 223
		SP:Iteration 5F (3969.620000 sec): 3 clusters
  Score: Raw -477460.610612 + Penalty 2729.702658 = -474730.907954
  nChanged 201
		SP:Iteration 6Q (3969.630000 sec): 3 clusters
  Score: Raw -477606.990849 + Penalty 2729.702658 = -474877.288190
  nChanged 193
		SP:Iteration 7Q (3969.640000 sec): 3 clusters
  Score: Raw -477746.904298 + Penalty 2729.702658 = -475017.201639
  nChanged 205
		SP:Iteration 8Q (3969.650000 sec): 3 clusters
  Score: Raw -477903.740906 + Penalty 2729.702658 = -475174.038247
  nChanged 181
		SP:Iteration 9Q (3969.660000 sec): 3 clusters
  Score: Raw -478020.360111 + Penalty 2729.702658 = -475290.657453
  nChanged 156
		SP:Iteration 10Q (3969.670000 sec): 3 clusters
  Score: Raw -478107.514611 + Penalty 2729.702658 = -475377.811952
  nChanged 101
		SP:Iteration 11Q (3969.680000 sec): 3 clusters
  Score: Raw -478166.552115 + Penalty 2729.702658 = -475436.849456
  nChanged 104
		SP:Iteration 12Q (3969.690000 sec): 3 clusters
  Score: Raw -478215.499548 + Penalty 2729.702658 = -475485.796890
  nChanged 92
		SP:Iteration 13Q (3969.700000 sec): 3 clusters
  Score: Raw -478262.461331 + Penalty 2729.702658 = -475532.758672
  nChanged 80
		SP:Iteration 14Q (3969.720000 sec): 3 clusters
  Score: Raw -478293.542691 + Penalty 2729.702658 = -475563.840033
  nChanged 62
		SP:Iteration 15Q (3969.720000 sec): 3 clusters
  Score: Raw -478318.405846 + Penalty 2729.702658 = -475588.703187
  nChanged 59
		SP:Iteration 16Q (3969.740000 sec): 3 clusters
  Score: Raw -478341.715402 + Penalty 2729.702658 = -475612.012743
  nChanged 55
		SP:Iteration 17Q (3969.750000 sec): 3 clusters
  Score: Raw -478361.941727 + Penalty 2729.702658 = -475632.239069
  nChanged 45
		SP:Iteration 18Q (3969.760000 sec): 3 clusters
  Score: Raw -478378.815774 + Penalty 2729.702658 = -475649.113116
  nChanged 35
		SP:Iteration 19Q (3969.770000 sec): 3 clusters
  Score: Raw -478391.090879 + Penalty 2729.702658 = -475661.388221
  nChanged 32
		SP:Iteration 20F (3969.780000 sec): 3 clusters
  Score: Raw -478406.311677 + Penalty 2729.702658 = -475676.609018
  nChanged 41
		SP:Iteration 21Q (3969.790000 sec): 3 clusters
  Score: Raw -478422.092362 + Penalty 2729.702658 = -475692.389703
  nChanged 37
		SP:Iteration 22Q (3969.800000 sec): 3 clusters
  Score: Raw -478433.644942 + Penalty 2729.702658 = -475703.942284
  nChanged 28
		SP:Iteration 23Q (3969.810000 sec): 3 clusters
  Score: Raw -478442.934201 + Penalty 2729.702658 = -475713.231543
  nChanged 29
		SP:Iteration 24Q (3969.820000 sec): 3 clusters
  Score: Raw -478453.013258 + Penalty 2729.702658 = -475723.310599
  nChanged 27
		SP:Iteration 25Q (3969.830000 sec): 3 clusters
  Score: Raw -478463.261447 + Penalty 2729.702658 = -475733.558789
  nChanged 30
		SP:Iteration 26Q (3969.840000 sec): 3 clusters
  Score: Raw -478485.148290 + Penalty 2729.702658 = -475755.445631
  nChanged 37
		SP:Iteration 27Q (3969.850000 sec): 3 clusters
  Score: Raw -478514.551414 + Penalty 2729.702658 = -475784.848756
  nChanged 40
		SP:Iteration 28Q (3969.860000 sec): 3 clusters
  Score: Raw -478541.743432 + Penalty 2729.702658 = -475812.040773
  nChanged 31
		SP:Iteration 29Q (3969.870000 sec): 3 clusters
  Score: Raw -478560.521153 + Penalty 2729.702658 = -475830.818495
  nChanged 42
		SP:Iteration 30Q (3969.880000 sec): 3 clusters
  Score: Raw -478582.268485 + Penalty 2729.702658 = -475852.565826
  nChanged 37
		SP:Iteration 31Q (3969.900000 sec): 3 clusters
  Score: Raw -478598.488607 + Penalty 2729.702658 = -475868.785949
  nChanged 24
		SP:Iteration 32Q (3969.900000 sec): 3 clusters
  Score: Raw -478612.987549 + Penalty 2729.702658 = -475883.284891
  nChanged 39
		SP:Iteration 33Q (3969.920000 sec): 3 clusters
  Score: Raw -478635.639271 + Penalty 2729.702658 = -475905.936613
  nChanged 28
		SP:Iteration 34Q (3969.920000 sec): 3 clusters
  Score: Raw -478651.415951 + Penalty 2729.702658 = -475921.713292
  nChanged 27
		SP:Iteration 35Q (3969.940000 sec): 3 clusters
  Score: Raw -478665.382433 + Penalty 2729.702658 = -475935.679774
  nChanged 24
		SP:Iteration 36Q (3969.940000 sec): 3 clusters
  Score: Raw -478675.786271 + Penalty 2729.702658 = -475946.083612
  nChanged 20
		SP:Iteration 37Q (3969.960000 sec): 3 clusters
  Score: Raw -478684.405610 + Penalty 2729.702658 = -475954.702951
  nChanged 22
		SP:Iteration 38Q (3969.960000 sec): 3 clusters
  Score: Raw -478693.268552 + Penalty 2729.702658 = -475963.565894
  nChanged 18
		SP:Iteration 39Q (3969.980000 sec): 3 clusters
  Score: Raw -478701.472469 + Penalty 2729.702658 = -475971.769811
  nChanged 14
		SP:Iteration 40F (3969.990000 sec): 3 clusters
  Score: Raw -478709.172937 + Penalty 2729.702658 = -475979.470278
  nChanged 12
		SP:Iteration 41Q (3970.000000 sec): 3 clusters
  Score: Raw -478715.772908 + Penalty 2729.702658 = -475986.070250
  nChanged 11
		SP:Iteration 42Q (3970.000000 sec): 3 clusters
  Score: Raw -478719.634563 + Penalty 2729.702658 = -475989.931904
  nChanged 6
		SP:Iteration 43Q (3970.020000 sec): 3 clusters
  Score: Raw -478721.649287 + Penalty 2729.702658 = -475991.946629
  nChanged 5
		SP:Iteration 44Q (3970.020000 sec): 3 clusters
  Score: Raw -478723.293975 + Penalty 2729.702658 = -475993.591317
  nChanged 3
		SP:Iteration 45Q (3970.040000 sec): 3 clusters
  Score: Raw -478724.239003 + Penalty 2729.702658 = -475994.536344
  nChanged 1
		SP:Iteration 46Q (3970.040000 sec): 3 clusters
  Score: Raw -478724.300302 + Penalty 2729.702658 = -475994.597644
  nChanged 0
		SP:Iteration 47F (3970.060000 sec): 3 clusters
  Score: Raw -478724.300302 + Penalty 2729.702658 = -475994.597644
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3970.060000 sec): 2 clusters
  Score: Raw -17862.916291 + Penalty 846.541500 = -17016.374791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3970.060000 sec): 3 clusters
  Score: Raw -18013.766812 + Penalty 1693.083000 = -16320.683812
  nChanged 28
		SP:Iteration 1F (3970.060000 sec): 3 clusters
  Score: Raw -18098.859668 + Penalty 1693.083000 = -16405.776669
  nChanged 4
		SP:Iteration 2Q (3970.060000 sec): 3 clusters
  Score: Raw -18109.404752 + Penalty 1693.083000 = -16416.321752
  nChanged 5
		SP:Iteration 3Q (3970.060000 sec): 3 clusters
  Score: Raw -18124.525988 + Penalty 1693.083000 = -16431.442988
  nChanged 5
		SP:Iteration 4Q (3970.060000 sec): 3 clusters
  Score: Raw -18143.371090 + Penalty 1693.083000 = -16450.288090
  nChanged 0
		SP:Iteration 5F (3970.060000 sec): 3 clusters
  Score: Raw -18143.371090 + Penalty 1693.083000 = -16450.288090
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 27 (58080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3970.250000 sec): 2 clusters
  Score: Raw -6807134.530786 + Penalty 1782.556206 = -6805351.974580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3970.400000 sec): 3 clusters
  Score: Raw -6770257.978457 + Penalty 3565.112411 = -6766692.866046
  nChanged 27307
		SP:Iteration 1F (3970.550000 sec): 3 clusters
  Score: Raw -6785749.812410 + Penalty 3565.112411 = -6782184.699999
  nChanged 2208
		SP:Iteration 2Q (3970.700000 sec): 3 clusters
  Score: Raw -6786410.879274 + Penalty 3565.112411 = -6782845.766863
  nChanged 2415
		SP:Iteration 3Q (3970.860000 sec): 3 clusters
  Score: Raw -6787291.123509 + Penalty 3565.112411 = -6783726.011098
  nChanged 2758
		SP:Iteration 4Q (3971.010000 sec): 3 clusters
  Score: Raw -6788525.824814 + Penalty 3565.112411 = -6784960.712403
  nChanged 3245
		SP:Iteration 5F (3971.160000 sec): 3 clusters
  Score: Raw -6790355.432340 + Penalty 3565.112411 = -6786790.319929
  nChanged 3836
		SP:Iteration 6F (3971.320000 sec): 3 clusters
  Score: Raw -6793000.734755 + Penalty 3565.112411 = -6789435.622344
  nChanged 4079
		SP:Iteration 7F (3971.460000 sec): 3 clusters
  Score: Raw -6796173.812282 + Penalty 3565.112411 = -6792608.699871
  nChanged 3818
		SP:Iteration 8F (3971.620000 sec): 3 clusters
  Score: Raw -6799426.958671 + Penalty 3565.112411 = -6795861.846260
  nChanged 3125
		SP:Iteration 9F (3971.760000 sec): 3 clusters
  Score: Raw -6802135.322500 + Penalty 3565.112411 = -6798570.210089
  nChanged 2219
		SP:Iteration 10Q (3971.910000 sec): 3 clusters
  Score: Raw -6804106.636816 + Penalty 3565.112411 = -6800541.524405
  nChanged 1463
		SP:Iteration 11Q (3972.040000 sec): 3 clusters
  Score: Raw -6805404.210774 + Penalty 3565.112411 = -6801839.098363
  nChanged 917
		SP:Iteration 12Q (3972.170000 sec): 3 clusters
  Score: Raw -6806257.536363 + Penalty 3565.112411 = -6802692.423952
  nChanged 573
		SP:Iteration 13Q (3972.290000 sec): 3 clusters
  Score: Raw -6806783.554225 + Penalty 3565.112411 = -6803218.441814
  nChanged 375
		SP:Iteration 14Q (3972.400000 sec): 3 clusters
  Score: Raw -6807074.296603 + Penalty 3565.112411 = -6803509.184192
  nChanged 282
		SP:Iteration 15Q (3972.510000 sec): 3 clusters
  Score: Raw -6807231.996071 + Penalty 3565.112411 = -6803666.883660
  nChanged 218
		SP:Iteration 16Q (3972.620000 sec): 3 clusters
  Score: Raw -6807336.822272 + Penalty 3565.112411 = -6803771.709861
  nChanged 160
		SP:Iteration 17Q (3972.730000 sec): 3 clusters
  Score: Raw -6807407.718578 + Penalty 3565.112411 = -6803842.606166
  nChanged 155
		SP:Iteration 18Q (3972.840000 sec): 3 clusters
  Score: Raw -6807474.710287 + Penalty 3565.112411 = -6803909.597876
  nChanged 139
		SP:Iteration 19Q (3972.950000 sec): 3 clusters
  Score: Raw -6807530.681471 + Penalty 3565.112411 = -6803965.569060
  nChanged 117
		SP:Iteration 20F (3973.100000 sec): 3 clusters
  Score: Raw -6807571.643801 + Penalty 3565.112411 = -6804006.531390
  nChanged 102
		SP:Iteration 21Q (3973.210000 sec): 3 clusters
  Score: Raw -6807603.200660 + Penalty 3565.112411 = -6804038.088249
  nChanged 79
		SP:Iteration 22Q (3973.320000 sec): 3 clusters
  Score: Raw -6807630.238426 + Penalty 3565.112411 = -6804065.126015
  nChanged 77
		SP:Iteration 23Q (3973.430000 sec): 3 clusters
  Score: Raw -6807653.863087 + Penalty 3565.112411 = -6804088.750676
  nChanged 68
		SP:Iteration 24Q (3973.540000 sec): 3 clusters
  Score: Raw -6807677.380910 + Penalty 3565.112411 = -6804112.268499
  nChanged 66
		SP:Iteration 25Q (3973.650000 sec): 3 clusters
  Score: Raw -6807700.923114 + Penalty 3565.112411 = -6804135.810703
  nChanged 62
		SP:Iteration 26Q (3973.760000 sec): 3 clusters
  Score: Raw -6807721.533412 + Penalty 3565.112411 = -6804156.421001
  nChanged 50
		SP:Iteration 27Q (3973.860000 sec): 3 clusters
  Score: Raw -6807737.351144 + Penalty 3565.112411 = -6804172.238732
  nChanged 53
		SP:Iteration 28Q (3973.970000 sec): 3 clusters
  Score: Raw -6807752.307715 + Penalty 3565.112411 = -6804187.195304
  nChanged 50
		SP:Iteration 29Q (3974.080000 sec): 3 clusters
  Score: Raw -6807766.766984 + Penalty 3565.112411 = -6804201.654572
  nChanged 44
		SP:Iteration 30Q (3974.180000 sec): 3 clusters
  Score: Raw -6807777.187481 + Penalty 3565.112411 = -6804212.075070
  nChanged 22
		SP:Iteration 31Q (3974.290000 sec): 3 clusters
  Score: Raw -6807782.262477 + Penalty 3565.112411 = -6804217.150066
  nChanged 23
		SP:Iteration 32Q (3974.400000 sec): 3 clusters
  Score: Raw -6807787.288705 + Penalty 3565.112411 = -6804222.176294
  nChanged 20
		SP:Iteration 33Q (3974.500000 sec): 3 clusters
  Score: Raw -6807791.365942 + Penalty 3565.112411 = -6804226.253531
  nChanged 24
		SP:Iteration 34Q (3974.610000 sec): 3 clusters
  Score: Raw -6807796.010972 + Penalty 3565.112411 = -6804230.898561
  nChanged 19
		SP:Iteration 35Q (3974.720000 sec): 3 clusters
  Score: Raw -6807801.253307 + Penalty 3565.112411 = -6804236.140896
  nChanged 17
		SP:Iteration 36Q (3974.830000 sec): 3 clusters
  Score: Raw -6807805.105544 + Penalty 3565.112411 = -6804239.993133
  nChanged 20
		SP:Iteration 37Q (3974.930000 sec): 3 clusters
  Score: Raw -6807808.865154 + Penalty 3565.112411 = -6804243.752743
  nChanged 16
		SP:Iteration 38Q (3975.040000 sec): 3 clusters
  Score: Raw -6807811.297790 + Penalty 3565.112411 = -6804246.185379
  nChanged 11
		SP:Iteration 39Q (3975.150000 sec): 3 clusters
  Score: Raw -6807813.245119 + Penalty 3565.112411 = -6804248.132708
  nChanged 11
		SP:Iteration 40F (3975.300000 sec): 3 clusters
  Score: Raw -6807815.395373 + Penalty 3565.112411 = -6804250.282961
  nChanged 11
		SP:Iteration 41Q (3975.400000 sec): 3 clusters
  Score: Raw -6807817.117168 + Penalty 3565.112411 = -6804252.004757
  nChanged 7
		SP:Iteration 42Q (3975.510000 sec): 3 clusters
  Score: Raw -6807818.486963 + Penalty 3565.112411 = -6804253.374552
  nChanged 4
		SP:Iteration 43Q (3975.620000 sec): 3 clusters
  Score: Raw -6807819.254179 + Penalty 3565.112411 = -6804254.141768
  nChanged 5
		SP:Iteration 44Q (3975.730000 sec): 3 clusters
  Score: Raw -6807820.376002 + Penalty 3565.112411 = -6804255.263591
  nChanged 8
		SP:Iteration 45Q (3975.840000 sec): 3 clusters
  Score: Raw -6807821.888685 + Penalty 3565.112411 = -6804256.776274
  nChanged 11
		SP:Iteration 46Q (3975.940000 sec): 3 clusters
  Score: Raw -6807823.943367 + Penalty 3565.112411 = -6804258.830956
  nChanged 15
		SP:Iteration 47Q (3976.050000 sec): 3 clusters
  Score: Raw -6807826.121377 + Penalty 3565.112411 = -6804261.008966
  nChanged 3
		SP:Iteration 48Q (3976.160000 sec): 3 clusters
  Score: Raw -6807826.494572 + Penalty 3565.112411 = -6804261.382161
  nChanged 1
		SP:Iteration 49Q (3976.260000 sec): 3 clusters
  Score: Raw -6807826.701039 + Penalty 3565.112411 = -6804261.588628
  nChanged 1
		SP:Iteration 50Q (3976.370000 sec): 3 clusters
  Score: Raw -6807826.785411 + Penalty 3565.112411 = -6804261.673000
  nChanged 0
		SP:Iteration 51F (3976.520000 sec): 3 clusters
  Score: Raw -6807826.785411 + Penalty 3565.112411 = -6804261.673000
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (8651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3976.570000 sec): 2 clusters
  Score: Raw -1017936.704377 + Penalty 1473.132408 = -1016463.571969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3976.590000 sec): 3 clusters
  Score: Raw -1013081.376008 + Penalty 2946.264815 = -1010135.111193
  nChanged 3675
		SP:Iteration 1F (3976.620000 sec): 3 clusters
  Score: Raw -1014967.925062 + Penalty 2946.264815 = -1012021.660247
  nChanged 545
		SP:Iteration 2F (3976.640000 sec): 3 clusters
  Score: Raw -1015188.016313 + Penalty 2946.264815 = -1012241.751498
  nChanged 443
		SP:Iteration 3F (3976.660000 sec): 3 clusters
  Score: Raw -1015354.875953 + Penalty 2946.264815 = -1012408.611138
  nChanged 365
		SP:Iteration 4Q (3976.680000 sec): 3 clusters
  Score: Raw -1015498.884722 + Penalty 2946.264815 = -1012552.619907
  nChanged 320
		SP:Iteration 5Q (3976.700000 sec): 3 clusters
  Score: Raw -1015624.987853 + Penalty 2946.264815 = -1012678.723038
  nChanged 323
		SP:Iteration 6Q (3976.720000 sec): 3 clusters
  Score: Raw -1015766.177655 + Penalty 2946.264815 = -1012819.912840
  nChanged 346
		SP:Iteration 7Q (3976.740000 sec): 3 clusters
  Score: Raw -1015917.288289 + Penalty 2946.264815 = -1012971.023474
  nChanged 336
		SP:Iteration 8Q (3976.770000 sec): 3 clusters
  Score: Raw -1016051.968551 + Penalty 2946.264815 = -1013105.703736
  nChanged 327
		SP:Iteration 9Q (3976.790000 sec): 3 clusters
  Score: Raw -1016192.437470 + Penalty 2946.264815 = -1013246.172655
  nChanged 323
		SP:Iteration 10Q (3976.810000 sec): 3 clusters
  Score: Raw -1016335.477887 + Penalty 2946.264815 = -1013389.213072
  nChanged 309
		SP:Iteration 11Q (3976.830000 sec): 3 clusters
  Score: Raw -1016469.051447 + Penalty 2946.264815 = -1013522.786632
  nChanged 286
		SP:Iteration 12Q (3976.850000 sec): 3 clusters
  Score: Raw -1016583.702051 + Penalty 2946.264815 = -1013637.437236
  nChanged 265
		SP:Iteration 13Q (3976.870000 sec): 3 clusters
  Score: Raw -1016694.045628 + Penalty 2946.264815 = -1013747.780813
  nChanged 236
		SP:Iteration 14Q (3976.900000 sec): 3 clusters
  Score: Raw -1016790.359629 + Penalty 2946.264815 = -1013844.094814
  nChanged 224
		SP:Iteration 15Q (3976.920000 sec): 3 clusters
  Score: Raw -1016884.071124 + Penalty 2946.264815 = -1013937.806309
  nChanged 200
		SP:Iteration 16Q (3976.940000 sec): 3 clusters
  Score: Raw -1016955.933989 + Penalty 2946.264815 = -1014009.669174
  nChanged 175
		SP:Iteration 17Q (3976.960000 sec): 3 clusters
  Score: Raw -1017022.668585 + Penalty 2946.264815 = -1014076.403770
  nChanged 164
		SP:Iteration 18Q (3976.980000 sec): 3 clusters
  Score: Raw -1017078.405768 + Penalty 2946.264815 = -1014132.140953
  nChanged 144
		SP:Iteration 19Q (3977.000000 sec): 3 clusters
  Score: Raw -1017122.957412 + Penalty 2946.264815 = -1014176.692597
  nChanged 103
		SP:Iteration 20F (3977.020000 sec): 3 clusters
  Score: Raw -1017154.229501 + Penalty 2946.264815 = -1014207.964686
  nChanged 94
		SP:Iteration 21Q (3977.040000 sec): 3 clusters
  Score: Raw -1017187.534046 + Penalty 2946.264815 = -1014241.269231
  nChanged 116
		SP:Iteration 22Q (3977.070000 sec): 3 clusters
  Score: Raw -1017230.810440 + Penalty 2946.264815 = -1014284.545625
  nChanged 127
		SP:Iteration 23Q (3977.090000 sec): 3 clusters
  Score: Raw -1017287.429105 + Penalty 2946.264815 = -1014341.164290
  nChanged 144
		SP:Iteration 24Q (3977.110000 sec): 3 clusters
  Score: Raw -1017355.437610 + Penalty 2946.264815 = -1014409.172795
  nChanged 127
		SP:Iteration 25Q (3977.130000 sec): 3 clusters
  Score: Raw -1017424.403106 + Penalty 2946.264815 = -1014478.138291
  nChanged 113
		SP:Iteration 26Q (3977.150000 sec): 3 clusters
  Score: Raw -1017489.724634 + Penalty 2946.264815 = -1014543.459819
  nChanged 113
		SP:Iteration 27Q (3977.170000 sec): 3 clusters
  Score: Raw -1017556.865788 + Penalty 2946.264815 = -1014610.600973
  nChanged 106
		SP:Iteration 28Q (3977.200000 sec): 3 clusters
  Score: Raw -1017614.262203 + Penalty 2946.264815 = -1014667.997388
  nChanged 91
		SP:Iteration 29Q (3977.220000 sec): 3 clusters
  Score: Raw -1017676.135429 + Penalty 2946.264815 = -1014729.870614
  nChanged 87
		SP:Iteration 30Q (3977.240000 sec): 3 clusters
  Score: Raw -1017735.438762 + Penalty 2946.264815 = -1014789.173947
  nChanged 81
		SP:Iteration 31Q (3977.260000 sec): 3 clusters
  Score: Raw -1017799.936631 + Penalty 2946.264815 = -1014853.671816
  nChanged 91
		SP:Iteration 32Q (3977.280000 sec): 3 clusters
  Score: Raw -1017874.957111 + Penalty 2946.264815 = -1014928.692296
  nChanged 94
		SP:Iteration 33Q (3977.300000 sec): 3 clusters
  Score: Raw -1017965.978946 + Penalty 2946.264815 = -1015019.714131
  nChanged 84
		SP:Iteration 34Q (3977.320000 sec): 3 clusters
  Score: Raw -1018029.224365 + Penalty 2946.264815 = -1015082.959550
  nChanged 55
		SP:Iteration 35Q (3977.330000 sec): 3 clusters
  Score: Raw -1018064.949356 + Penalty 2946.264815 = -1015118.684541
  nChanged 44
		SP:Iteration 36Q (3977.350000 sec): 3 clusters
  Score: Raw -1018107.341526 + Penalty 2946.264815 = -1015161.076711
  nChanged 45
		SP:Iteration 37Q (3977.370000 sec): 3 clusters
  Score: Raw -1018147.470312 + Penalty 2946.264815 = -1015201.205497
  nChanged 35
		SP:Iteration 38Q (3977.380000 sec): 3 clusters
  Score: Raw -1018174.407206 + Penalty 2946.264815 = -1015228.142390
  nChanged 31
		SP:Iteration 39Q (3977.400000 sec): 3 clusters
  Score: Raw -1018197.605224 + Penalty 2946.264815 = -1015251.340409
  nChanged 23
		SP:Iteration 40F (3977.420000 sec): 3 clusters
  Score: Raw -1018214.097114 + Penalty 2946.264815 = -1015267.832299
  nChanged 21
		SP:Iteration 41Q (3977.440000 sec): 3 clusters
  Score: Raw -1018227.559054 + Penalty 2946.264815 = -1015281.294239
  nChanged 15
		SP:Iteration 42Q (3977.460000 sec): 3 clusters
  Score: Raw -1018237.166552 + Penalty 2946.264815 = -1015290.901737
  nChanged 13
		SP:Iteration 43Q (3977.470000 sec): 3 clusters
  Score: Raw -1018245.313133 + Penalty 2946.264815 = -1015299.048318
  nChanged 8
		SP:Iteration 44Q (3977.490000 sec): 3 clusters
  Score: Raw -1018249.779871 + Penalty 2946.264815 = -1015303.515056
  nChanged 2
		SP:Iteration 45Q (3977.500000 sec): 3 clusters
  Score: Raw -1018251.368371 + Penalty 2946.264815 = -1015305.103556
  nChanged 3
		SP:Iteration 46Q (3977.520000 sec): 3 clusters
  Score: Raw -1018252.978092 + Penalty 2946.264815 = -1015306.713277
  nChanged 5
		SP:Iteration 47Q (3977.540000 sec): 3 clusters
  Score: Raw -1018255.646386 + Penalty 2946.264815 = -1015309.381571
  nChanged 2
		SP:Iteration 48Q (3977.550000 sec): 3 clusters
  Score: Raw -1018256.163319 + Penalty 2946.264815 = -1015309.898504
  nChanged 0
		SP:Iteration 49F (3977.570000 sec): 3 clusters
  Score: Raw -1018256.163319 + Penalty 2946.264815 = -1015309.898504
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (7721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3977.600000 sec): 2 clusters
  Score: Raw -902212.217456 + Penalty 1454.651115 = -900757.566342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3977.620000 sec): 3 clusters
  Score: Raw -898016.677510 + Penalty 2909.302230 = -895107.375280
  nChanged 3253
		SP:Iteration 1F (3977.640000 sec): 3 clusters
  Score: Raw -899703.508415 + Penalty 2909.302230 = -896794.206186
  nChanged 494
		SP:Iteration 2F (3977.660000 sec): 3 clusters
  Score: Raw -899950.962897 + Penalty 2909.302230 = -897041.660667
  nChanged 407
		SP:Iteration 3F (3977.680000 sec): 3 clusters
  Score: Raw -900151.390517 + Penalty 2909.302230 = -897242.088287
  nChanged 352
		SP:Iteration 4Q (3977.700000 sec): 3 clusters
  Score: Raw -900328.997505 + Penalty 2909.302230 = -897419.695276
  nChanged 329
		SP:Iteration 5Q (3977.720000 sec): 3 clusters
  Score: Raw -900510.372434 + Penalty 2909.302230 = -897601.070205
  nChanged 307
		SP:Iteration 6Q (3977.740000 sec): 3 clusters
  Score: Raw -900715.472732 + Penalty 2909.302230 = -897806.170502
  nChanged 318
		SP:Iteration 7Q (3977.760000 sec): 3 clusters
  Score: Raw -900926.060604 + Penalty 2909.302230 = -898016.758374
  nChanged 310
		SP:Iteration 8Q (3977.770000 sec): 3 clusters
  Score: Raw -901137.681490 + Penalty 2909.302230 = -898228.379260
  nChanged 292
		SP:Iteration 9Q (3977.790000 sec): 3 clusters
  Score: Raw -901351.877821 + Penalty 2909.302230 = -898442.575592
  nChanged 266
		SP:Iteration 10Q (3977.810000 sec): 3 clusters
  Score: Raw -901533.390177 + Penalty 2909.302230 = -898624.087947
  nChanged 225
		SP:Iteration 11Q (3977.830000 sec): 3 clusters
  Score: Raw -901698.345029 + Penalty 2909.302230 = -898789.042800
  nChanged 213
		SP:Iteration 12Q (3977.850000 sec): 3 clusters
  Score: Raw -901849.156293 + Penalty 2909.302230 = -898939.854063
  nChanged 170
		SP:Iteration 13Q (3977.870000 sec): 3 clusters
  Score: Raw -901950.859765 + Penalty 2909.302230 = -899041.557535
  nChanged 125
		SP:Iteration 14Q (3977.880000 sec): 3 clusters
  Score: Raw -902022.193372 + Penalty 2909.302230 = -899112.891142
  nChanged 103
		SP:Iteration 15Q (3977.890000 sec): 3 clusters
  Score: Raw -902074.513335 + Penalty 2909.302230 = -899165.211105
  nChanged 80
		SP:Iteration 16Q (3977.910000 sec): 3 clusters
  Score: Raw -902114.804012 + Penalty 2909.302230 = -899205.501782
  nChanged 65
		SP:Iteration 17Q (3977.930000 sec): 3 clusters
  Score: Raw -902144.758545 + Penalty 2909.302230 = -899235.456316
  nChanged 45
		SP:Iteration 18Q (3977.940000 sec): 3 clusters
  Score: Raw -902165.479116 + Penalty 2909.302230 = -899256.176886
  nChanged 35
		SP:Iteration 19Q (3977.960000 sec): 3 clusters
  Score: Raw -902182.276921 + Penalty 2909.302230 = -899272.974691
  nChanged 38
		SP:Iteration 20F (3977.980000 sec): 3 clusters
  Score: Raw -902199.214753 + Penalty 2909.302230 = -899289.912523
  nChanged 35
		SP:Iteration 21Q (3977.990000 sec): 3 clusters
  Score: Raw -902214.898596 + Penalty 2909.302230 = -899305.596367
  nChanged 35
		SP:Iteration 22Q (3978.010000 sec): 3 clusters
  Score: Raw -902227.311858 + Penalty 2909.302230 = -899318.009628
  nChanged 27
		SP:Iteration 23Q (3978.030000 sec): 3 clusters
  Score: Raw -902240.045623 + Penalty 2909.302230 = -899330.743393
  nChanged 26
		SP:Iteration 24Q (3978.040000 sec): 3 clusters
  Score: Raw -902252.197499 + Penalty 2909.302230 = -899342.895269
  nChanged 28
		SP:Iteration 25Q (3978.060000 sec): 3 clusters
  Score: Raw -902263.839307 + Penalty 2909.302230 = -899354.537077
  nChanged 32
		SP:Iteration 26Q (3978.070000 sec): 3 clusters
  Score: Raw -902279.944831 + Penalty 2909.302230 = -899370.642602
  nChanged 31
		SP:Iteration 27Q (3978.090000 sec): 3 clusters
  Score: Raw -902296.381565 + Penalty 2909.302230 = -899387.079335
  nChanged 23
		SP:Iteration 28Q (3978.100000 sec): 3 clusters
  Score: Raw -902307.762804 + Penalty 2909.302230 = -899398.460574
  nChanged 18
		SP:Iteration 29Q (3978.120000 sec): 3 clusters
  Score: Raw -902315.616141 + Penalty 2909.302230 = -899406.313911
  nChanged 8
		SP:Iteration 30Q (3978.130000 sec): 3 clusters
  Score: Raw -902318.180300 + Penalty 2909.302230 = -899408.878070
  nChanged 8
		SP:Iteration 31Q (3978.150000 sec): 3 clusters
  Score: Raw -902321.096639 + Penalty 2909.302230 = -899411.794409
  nChanged 11
		SP:Iteration 32Q (3978.160000 sec): 3 clusters
  Score: Raw -902325.712682 + Penalty 2909.302230 = -899416.410452
  nChanged 8
		SP:Iteration 33Q (3978.180000 sec): 3 clusters
  Score: Raw -902329.474732 + Penalty 2909.302230 = -899420.172502
  nChanged 12
		SP:Iteration 34Q (3978.190000 sec): 3 clusters
  Score: Raw -902335.160821 + Penalty 2909.302230 = -899425.858591
  nChanged 17
		SP:Iteration 35Q (3978.210000 sec): 3 clusters
  Score: Raw -902340.943524 + Penalty 2909.302230 = -899431.641294
  nChanged 7
		SP:Iteration 36Q (3978.220000 sec): 3 clusters
  Score: Raw -902343.432528 + Penalty 2909.302230 = -899434.130299
  nChanged 10
		SP:Iteration 37Q (3978.240000 sec): 3 clusters
  Score: Raw -902349.883212 + Penalty 2909.302230 = -899440.580982
  nChanged 10
		SP:Iteration 38Q (3978.250000 sec): 3 clusters
  Score: Raw -902354.455759 + Penalty 2909.302230 = -899445.153529
  nChanged 8
		SP:Iteration 39Q (3978.270000 sec): 3 clusters
  Score: Raw -902357.322612 + Penalty 2909.302230 = -899448.020382
  nChanged 6
		SP:Iteration 40F (3978.290000 sec): 3 clusters
  Score: Raw -902359.273726 + Penalty 2909.302230 = -899449.971496
  nChanged 4
		SP:Iteration 41Q (3978.300000 sec): 3 clusters
  Score: Raw -902361.215934 + Penalty 2909.302230 = -899451.913704
  nChanged 7
		SP:Iteration 42Q (3978.310000 sec): 3 clusters
  Score: Raw -902364.160449 + Penalty 2909.302230 = -899454.858219
  nChanged 3
		SP:Iteration 43Q (3978.330000 sec): 3 clusters
  Score: Raw -902365.196935 + Penalty 2909.302230 = -899455.894705
  nChanged 3
		SP:Iteration 44Q (3978.350000 sec): 3 clusters
  Score: Raw -902365.763881 + Penalty 2909.302230 = -899456.461652
  nChanged 1
		SP:Iteration 45Q (3978.360000 sec): 3 clusters
  Score: Raw -902366.114936 + Penalty 2909.302230 = -899456.812706
  nChanged 1
		SP:Iteration 46Q (3978.370000 sec): 3 clusters
  Score: Raw -902366.460327 + Penalty 2909.302230 = -899457.158097
  nChanged 1
		SP:Iteration 47Q (3978.390000 sec): 3 clusters
  Score: Raw -902366.702299 + Penalty 2909.302230 = -899457.400069
  nChanged 1
		SP:Iteration 48Q (3978.400000 sec): 3 clusters
  Score: Raw -902366.978345 + Penalty 2909.302230 = -899457.676116
  nChanged 0
		SP:Iteration 49F (3978.420000 sec): 3 clusters
  Score: Raw -902366.978345 + Penalty 2909.302230 = -899457.676116
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (10175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3978.450000 sec): 2 clusters
  Score: Raw -1177782.953883 + Penalty 1499.499464 = -1176283.454419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3978.480000 sec): 3 clusters
  Score: Raw -1172045.096922 + Penalty 2998.998928 = -1169046.097993
  nChanged 4327
		SP:Iteration 1F (3978.510000 sec): 3 clusters
  Score: Raw -1174482.942232 + Penalty 2998.998928 = -1171483.943303
  nChanged 666
		SP:Iteration 2F (3978.530000 sec): 3 clusters
  Score: Raw -1174827.354380 + Penalty 2998.998928 = -1171828.355452
  nChanged 596
		SP:Iteration 3F (3978.560000 sec): 3 clusters
  Score: Raw -1175113.279532 + Penalty 2998.998928 = -1172114.280604
  nChanged 494
		SP:Iteration 4Q (3978.580000 sec): 3 clusters
  Score: Raw -1175354.009556 + Penalty 2998.998928 = -1172355.010628
  nChanged 462
		SP:Iteration 5Q (3978.610000 sec): 3 clusters
  Score: Raw -1175569.356796 + Penalty 2998.998928 = -1172570.357867
  nChanged 403
		SP:Iteration 6Q (3978.630000 sec): 3 clusters
  Score: Raw -1175745.052117 + Penalty 2998.998928 = -1172746.053189
  nChanged 340
		SP:Iteration 7Q (3978.660000 sec): 3 clusters
  Score: Raw -1175897.407870 + Penalty 2998.998928 = -1172898.408942
  nChanged 352
		SP:Iteration 8Q (3978.690000 sec): 3 clusters
  Score: Raw -1176070.825518 + Penalty 2998.998928 = -1173071.826590
  nChanged 355
		SP:Iteration 9Q (3978.710000 sec): 3 clusters
  Score: Raw -1176247.898790 + Penalty 2998.998928 = -1173248.899862
  nChanged 339
		SP:Iteration 10Q (3978.730000 sec): 3 clusters
  Score: Raw -1176433.594172 + Penalty 2998.998928 = -1173434.595244
  nChanged 326
		SP:Iteration 11Q (3978.760000 sec): 3 clusters
  Score: Raw -1176614.838284 + Penalty 2998.998928 = -1173615.839356
  nChanged 308
		SP:Iteration 12Q (3978.790000 sec): 3 clusters
  Score: Raw -1176768.473025 + Penalty 2998.998928 = -1173769.474096
  nChanged 259
		SP:Iteration 13Q (3978.810000 sec): 3 clusters
  Score: Raw -1176899.414194 + Penalty 2998.998928 = -1173900.415266
  nChanged 246
		SP:Iteration 14Q (3978.830000 sec): 3 clusters
  Score: Raw -1177018.637070 + Penalty 2998.998928 = -1174019.638142
  nChanged 207
		SP:Iteration 15Q (3978.860000 sec): 3 clusters
  Score: Raw -1177115.281385 + Penalty 2998.998928 = -1174116.282457
  nChanged 165
		SP:Iteration 16Q (3978.880000 sec): 3 clusters
  Score: Raw -1177186.630715 + Penalty 2998.998928 = -1174187.631787
  nChanged 131
		SP:Iteration 17Q (3978.910000 sec): 3 clusters
  Score: Raw -1177244.455087 + Penalty 2998.998928 = -1174245.456158
  nChanged 123
		SP:Iteration 18Q (3978.930000 sec): 3 clusters
  Score: Raw -1177291.359375 + Penalty 2998.998928 = -1174292.360446
  nChanged 118
		SP:Iteration 19Q (3978.950000 sec): 3 clusters
  Score: Raw -1177335.294655 + Penalty 2998.998928 = -1174336.295726
  nChanged 115
		SP:Iteration 20F (3978.980000 sec): 3 clusters
  Score: Raw -1177382.841862 + Penalty 2998.998928 = -1174383.842934
  nChanged 121
		SP:Iteration 21Q (3979.000000 sec): 3 clusters
  Score: Raw -1177433.122511 + Penalty 2998.998928 = -1174434.123582
  nChanged 111
		SP:Iteration 22Q (3979.030000 sec): 3 clusters
  Score: Raw -1177470.437598 + Penalty 2998.998928 = -1174471.438669
  nChanged 84
		SP:Iteration 23Q (3979.050000 sec): 3 clusters
  Score: Raw -1177497.002337 + Penalty 2998.998928 = -1174498.003408
  nChanged 91
		SP:Iteration 24Q (3979.070000 sec): 3 clusters
  Score: Raw -1177528.898015 + Penalty 2998.998928 = -1174529.899087
  nChanged 98
		SP:Iteration 25Q (3979.090000 sec): 3 clusters
  Score: Raw -1177564.570331 + Penalty 2998.998928 = -1174565.571402
  nChanged 92
		SP:Iteration 26Q (3979.120000 sec): 3 clusters
  Score: Raw -1177596.612963 + Penalty 2998.998928 = -1174597.614034
  nChanged 87
		SP:Iteration 27Q (3979.140000 sec): 3 clusters
  Score: Raw -1177630.203633 + Penalty 2998.998928 = -1174631.204704
  nChanged 90
		SP:Iteration 28Q (3979.170000 sec): 3 clusters
  Score: Raw -1177656.279321 + Penalty 2998.998928 = -1174657.280393
  nChanged 68
		SP:Iteration 29Q (3979.190000 sec): 3 clusters
  Score: Raw -1177674.414723 + Penalty 2998.998928 = -1174675.415795
  nChanged 67
		SP:Iteration 30Q (3979.210000 sec): 3 clusters
  Score: Raw -1177698.868851 + Penalty 2998.998928 = -1174699.869923
  nChanged 74
		SP:Iteration 31Q (3979.230000 sec): 3 clusters
  Score: Raw -1177728.302073 + Penalty 2998.998928 = -1174729.303144
  nChanged 76
		SP:Iteration 32Q (3979.250000 sec): 3 clusters
  Score: Raw -1177758.237096 + Penalty 2998.998928 = -1174759.238168
  nChanged 57
		SP:Iteration 33Q (3979.270000 sec): 3 clusters
  Score: Raw -1177774.722349 + Penalty 2998.998928 = -1174775.723421
  nChanged 48
		SP:Iteration 34Q (3979.300000 sec): 3 clusters
  Score: Raw -1177787.855550 + Penalty 2998.998928 = -1174788.856622
  nChanged 43
		SP:Iteration 35Q (3979.320000 sec): 3 clusters
  Score: Raw -1177799.473669 + Penalty 2998.998928 = -1174800.474740
  nChanged 36
		SP:Iteration 36Q (3979.340000 sec): 3 clusters
  Score: Raw -1177809.398041 + Penalty 2998.998928 = -1174810.399112
  nChanged 31
		SP:Iteration 37Q (3979.370000 sec): 3 clusters
  Score: Raw -1177817.546431 + Penalty 2998.998928 = -1174818.547502
  nChanged 27
		SP:Iteration 38Q (3979.390000 sec): 3 clusters
  Score: Raw -1177823.015019 + Penalty 2998.998928 = -1174824.016091
  nChanged 15
		SP:Iteration 39Q (3979.410000 sec): 3 clusters
  Score: Raw -1177825.974782 + Penalty 2998.998928 = -1174826.975854
  nChanged 19
		SP:Iteration 40F (3979.430000 sec): 3 clusters
  Score: Raw -1177830.415200 + Penalty 2998.998928 = -1174831.416271
  nChanged 18
		SP:Iteration 41Q (3979.450000 sec): 3 clusters
  Score: Raw -1177834.780066 + Penalty 2998.998928 = -1174835.781138
  nChanged 18
		SP:Iteration 42Q (3979.480000 sec): 3 clusters
  Score: Raw -1177838.623817 + Penalty 2998.998928 = -1174839.624889
  nChanged 16
		SP:Iteration 43Q (3979.500000 sec): 3 clusters
  Score: Raw -1177841.896450 + Penalty 2998.998928 = -1174842.897522
  nChanged 15
		SP:Iteration 44Q (3979.520000 sec): 3 clusters
  Score: Raw -1177844.412474 + Penalty 2998.998928 = -1174845.413546
  nChanged 14
		SP:Iteration 45Q (3979.540000 sec): 3 clusters
  Score: Raw -1177847.162041 + Penalty 2998.998928 = -1174848.163113
  nChanged 14
		SP:Iteration 46Q (3979.560000 sec): 3 clusters
  Score: Raw -1177850.233625 + Penalty 2998.998928 = -1174851.234696
  nChanged 18
		SP:Iteration 47Q (3979.590000 sec): 3 clusters
  Score: Raw -1177855.326785 + Penalty 2998.998928 = -1174856.327856
  nChanged 24
		SP:Iteration 48Q (3979.600000 sec): 3 clusters
  Score: Raw -1177863.183953 + Penalty 2998.998928 = -1174864.185024
  nChanged 27
		SP:Iteration 49Q (3979.620000 sec): 3 clusters
  Score: Raw -1177868.998162 + Penalty 2998.998928 = -1174869.999233
  nChanged 24
		SP:Iteration 50Q (3979.650000 sec): 3 clusters
  Score: Raw -1177874.808845 + Penalty 2998.998928 = -1174875.809917
  nChanged 15
		SP:Iteration 51Q (3979.670000 sec): 3 clusters
  Score: Raw -1177878.888032 + Penalty 2998.998928 = -1174879.889104
  nChanged 16
		SP:Iteration 52Q (3979.690000 sec): 3 clusters
  Score: Raw -1177881.897828 + Penalty 2998.998928 = -1174882.898900
  nChanged 14
		SP:Iteration 53Q (3979.710000 sec): 3 clusters
  Score: Raw -1177884.972196 + Penalty 2998.998928 = -1174885.973268
  nChanged 20
		SP:Iteration 54Q (3979.730000 sec): 3 clusters
  Score: Raw -1177889.076589 + Penalty 2998.998928 = -1174890.077661
  nChanged 17
		SP:Iteration 55Q (3979.750000 sec): 3 clusters
  Score: Raw -1177892.624680 + Penalty 2998.998928 = -1174893.625752
  nChanged 15
		SP:Iteration 56Q (3979.770000 sec): 3 clusters
  Score: Raw -1177895.098169 + Penalty 2998.998928 = -1174896.099241
  nChanged 15
		SP:Iteration 57Q (3979.790000 sec): 3 clusters
  Score: Raw -1177899.091582 + Penalty 2998.998928 = -1174900.092654
  nChanged 18
		SP:Iteration 58Q (3979.810000 sec): 3 clusters
  Score: Raw -1177903.248419 + Penalty 2998.998928 = -1174904.249491
  nChanged 16
		SP:Iteration 59Q (3979.840000 sec): 3 clusters
  Score: Raw -1177906.471618 + Penalty 2998.998928 = -1174907.472690
  nChanged 14
		SP:Iteration 60F (3979.860000 sec): 3 clusters
  Score: Raw -1177909.991221 + Penalty 2998.998928 = -1174910.992293
  nChanged 12
		SP:Iteration 61Q (3979.890000 sec): 3 clusters
  Score: Raw -1177913.182900 + Penalty 2998.998928 = -1174914.183971
  nChanged 20
		SP:Iteration 62Q (3979.910000 sec): 3 clusters
  Score: Raw -1177918.026508 + Penalty 2998.998928 = -1174919.027580
  nChanged 13
		SP:Iteration 63Q (3979.930000 sec): 3 clusters
  Score: Raw -1177920.636866 + Penalty 2998.998928 = -1174921.637938
  nChanged 13
		SP:Iteration 64Q (3979.950000 sec): 3 clusters
  Score: Raw -1177923.499420 + Penalty 2998.998928 = -1174924.500491
  nChanged 14
		SP:Iteration 65Q (3979.970000 sec): 3 clusters
  Score: Raw -1177927.168635 + Penalty 2998.998928 = -1174928.169707
  nChanged 18
		SP:Iteration 66Q (3979.990000 sec): 3 clusters
  Score: Raw -1177930.853152 + Penalty 2998.998928 = -1174931.854224
  nChanged 17
		SP:Iteration 67Q (3980.010000 sec): 3 clusters
  Score: Raw -1177934.197443 + Penalty 2998.998928 = -1174935.198514
  nChanged 10
		SP:Iteration 68Q (3980.030000 sec): 3 clusters
  Score: Raw -1177935.562249 + Penalty 2998.998928 = -1174936.563321
  nChanged 9
		SP:Iteration 69Q (3980.050000 sec): 3 clusters
  Score: Raw -1177937.397898 + Penalty 2998.998928 = -1174938.398970
  nChanged 14
		SP:Iteration 70Q (3980.080000 sec): 3 clusters
  Score: Raw -1177941.071137 + Penalty 2998.998928 = -1174942.072208
  nChanged 15
		SP:Iteration 71Q (3980.100000 sec): 3 clusters
  Score: Raw -1177943.757811 + Penalty 2998.998928 = -1174944.758883
  nChanged 8
		SP:Iteration 72Q (3980.120000 sec): 3 clusters
  Score: Raw -1177945.052941 + Penalty 2998.998928 = -1174946.054012
  nChanged 5
		SP:Iteration 73Q (3980.140000 sec): 3 clusters
  Score: Raw -1177945.687997 + Penalty 2998.998928 = -1174946.689068
  nChanged 5
		SP:Iteration 74Q (3980.160000 sec): 3 clusters
  Score: Raw -1177946.313301 + Penalty 2998.998928 = -1174947.314373
  nChanged 3
		SP:Iteration 75Q (3980.180000 sec): 3 clusters
  Score: Raw -1177946.571988 + Penalty 2998.998928 = -1174947.573059
  nChanged 2
		SP:Iteration 76Q (3980.200000 sec): 3 clusters
  Score: Raw -1177946.868662 + Penalty 2998.998928 = -1174947.869734
  nChanged 3
		SP:Iteration 77Q (3980.220000 sec): 3 clusters
  Score: Raw -1177947.117405 + Penalty 2998.998928 = -1174948.118477
  nChanged 4
		SP:Iteration 78Q (3980.240000 sec): 3 clusters
  Score: Raw -1177947.525986 + Penalty 2998.998928 = -1174948.527057
  nChanged 2
		SP:Iteration 79Q (3980.260000 sec): 3 clusters
  Score: Raw -1177948.084567 + Penalty 2998.998928 = -1174949.085638
  nChanged 6
		SP:Iteration 80F (3980.290000 sec): 3 clusters
  Score: Raw -1177949.231843 + Penalty 2998.998928 = -1174950.232915
  nChanged 7
		SP:Iteration 81Q (3980.310000 sec): 3 clusters
  Score: Raw -1177950.337351 + Penalty 2998.998928 = -1174951.338423
  nChanged 6
		SP:Iteration 82Q (3980.330000 sec): 3 clusters
  Score: Raw -1177951.279068 + Penalty 2998.998928 = -1174952.280140
  nChanged 7
		SP:Iteration 83Q (3980.350000 sec): 3 clusters
  Score: Raw -1177952.056432 + Penalty 2998.998928 = -1174953.057504
  nChanged 6
		SP:Iteration 84Q (3980.370000 sec): 3 clusters
  Score: Raw -1177953.204593 + Penalty 2998.998928 = -1174954.205665
  nChanged 10
		SP:Iteration 85Q (3980.390000 sec): 3 clusters
  Score: Raw -1177955.771190 + Penalty 2998.998928 = -1174956.772261
  nChanged 8
		SP:Iteration 86Q (3980.410000 sec): 3 clusters
  Score: Raw -1177957.408663 + Penalty 2998.998928 = -1174958.409734
  nChanged 5
		SP:Iteration 87Q (3980.430000 sec): 3 clusters
  Score: Raw -1177958.198203 + Penalty 2998.998928 = -1174959.199275
  nChanged 5
		SP:Iteration 88Q (3980.450000 sec): 3 clusters
  Score: Raw -1177958.874785 + Penalty 2998.998928 = -1174959.875856
  nChanged 5
		SP:Iteration 89Q (3980.470000 sec): 3 clusters
  Score: Raw -1177960.222299 + Penalty 2998.998928 = -1174961.223371
  nChanged 6
		SP:Iteration 90Q (3980.490000 sec): 3 clusters
  Score: Raw -1177961.116673 + Penalty 2998.998928 = -1174962.117744
  nChanged 7
		SP:Iteration 91Q (3980.510000 sec): 3 clusters
  Score: Raw -1177962.219219 + Penalty 2998.998928 = -1174963.220291
  nChanged 4
		SP:Iteration 92Q (3980.530000 sec): 3 clusters
  Score: Raw -1177962.690308 + Penalty 2998.998928 = -1174963.691380
  nChanged 1
		SP:Iteration 93Q (3980.560000 sec): 3 clusters
  Score: Raw -1177962.798368 + Penalty 2998.998928 = -1174963.799440
  nChanged 2
		SP:Iteration 94Q (3980.580000 sec): 3 clusters
  Score: Raw -1177963.170983 + Penalty 2998.998928 = -1174964.172055
  nChanged 3
		SP:Iteration 95Q (3980.600000 sec): 3 clusters
  Score: Raw -1177963.364449 + Penalty 2998.998928 = -1174964.365521
  nChanged 2
		SP:Iteration 96Q (3980.620000 sec): 3 clusters
  Score: Raw -1177963.593543 + Penalty 2998.998928 = -1174964.594614
  nChanged 1
		SP:Iteration 97Q (3980.640000 sec): 3 clusters
  Score: Raw -1177963.855824 + Penalty 2998.998928 = -1174964.856895
  nChanged 2
		SP:Iteration 98Q (3980.660000 sec): 3 clusters
  Score: Raw -1177964.449188 + Penalty 2998.998928 = -1174965.450259
  nChanged 3
		SP:Iteration 99Q (3980.680000 sec): 3 clusters
  Score: Raw -1177964.867774 + Penalty 2998.998928 = -1174965.868846
  nChanged 1
		SP:Iteration 100F (3980.700000 sec): 3 clusters
  Score: Raw -1177964.981588 + Penalty 2998.998928 = -1174965.982660
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (4456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3980.720000 sec): 2 clusters
  Score: Raw -501678.338100 + Penalty 1365.326102 = -500313.011998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3980.730000 sec): 3 clusters
  Score: Raw -499397.104511 + Penalty 2730.652204 = -496666.452307
  nChanged 1775
		SP:Iteration 1F (3980.740000 sec): 3 clusters
  Score: Raw -500468.877359 + Penalty 2730.652204 = -497738.225155
  nChanged 413
		SP:Iteration 2F (3980.750000 sec): 3 clusters
  Score: Raw -500768.571558 + Penalty 2730.652204 = -498037.919354
  nChanged 317
		SP:Iteration 3F (3980.770000 sec): 3 clusters
  Score: Raw -501030.723102 + Penalty 2730.652204 = -498300.070898
  nChanged 266
		SP:Iteration 4F (3980.780000 sec): 3 clusters
  Score: Raw -501215.473610 + Penalty 2730.652204 = -498484.821406
  nChanged 207
		SP:Iteration 5Q (3980.790000 sec): 3 clusters
  Score: Raw -501336.735937 + Penalty 2730.652204 = -498606.083733
  nChanged 156
		SP:Iteration 6Q (3980.800000 sec): 3 clusters
  Score: Raw -501414.421663 + Penalty 2730.652204 = -498683.769459
  nChanged 142
		SP:Iteration 7Q (3980.810000 sec): 3 clusters
  Score: Raw -501494.277260 + Penalty 2730.652204 = -498763.625056
  nChanged 116
		SP:Iteration 8Q (3980.820000 sec): 3 clusters
  Score: Raw -501555.141482 + Penalty 2730.652204 = -498824.489278
  nChanged 95
		SP:Iteration 9Q (3980.830000 sec): 3 clusters
  Score: Raw -501598.615725 + Penalty 2730.652204 = -498867.963521
  nChanged 88
		SP:Iteration 10Q (3980.840000 sec): 3 clusters
  Score: Raw -501629.648516 + Penalty 2730.652204 = -498898.996312
  nChanged 59
		SP:Iteration 11Q (3980.850000 sec): 3 clusters
  Score: Raw -501651.591552 + Penalty 2730.652204 = -498920.939347
  nChanged 58
		SP:Iteration 12Q (3980.860000 sec): 3 clusters
  Score: Raw -501674.114514 + Penalty 2730.652204 = -498943.462310
  nChanged 57
		SP:Iteration 13Q (3980.870000 sec): 3 clusters
  Score: Raw -501692.809761 + Penalty 2730.652204 = -498962.157557
  nChanged 31
		SP:Iteration 14Q (3980.890000 sec): 3 clusters
  Score: Raw -501701.887295 + Penalty 2730.652204 = -498971.235091
  nChanged 28
		SP:Iteration 15Q (3980.890000 sec): 3 clusters
  Score: Raw -501710.773332 + Penalty 2730.652204 = -498980.121128
  nChanged 25
		SP:Iteration 16Q (3980.910000 sec): 3 clusters
  Score: Raw -501720.784709 + Penalty 2730.652204 = -498990.132505
  nChanged 19
		SP:Iteration 17Q (3980.920000 sec): 3 clusters
  Score: Raw -501727.545157 + Penalty 2730.652204 = -498996.892953
  nChanged 22
		SP:Iteration 18Q (3980.930000 sec): 3 clusters
  Score: Raw -501733.446602 + Penalty 2730.652204 = -499002.794398
  nChanged 18
		SP:Iteration 19Q (3980.940000 sec): 3 clusters
  Score: Raw -501737.579998 + Penalty 2730.652204 = -499006.927794
  nChanged 10
		SP:Iteration 20F (3980.950000 sec): 3 clusters
  Score: Raw -501739.932453 + Penalty 2730.652204 = -499009.280249
  nChanged 10
		SP:Iteration 21Q (3980.960000 sec): 3 clusters
  Score: Raw -501742.689896 + Penalty 2730.652204 = -499012.037692
  nChanged 12
		SP:Iteration 22Q (3980.970000 sec): 3 clusters
  Score: Raw -501745.182669 + Penalty 2730.652204 = -499014.530465
  nChanged 11
		SP:Iteration 23Q (3980.980000 sec): 3 clusters
  Score: Raw -501747.501297 + Penalty 2730.652204 = -499016.849093
  nChanged 6
		SP:Iteration 24Q (3980.990000 sec): 3 clusters
  Score: Raw -501749.402720 + Penalty 2730.652204 = -499018.750516
  nChanged 9
		SP:Iteration 25Q (3981.000000 sec): 3 clusters
  Score: Raw -501751.570344 + Penalty 2730.652204 = -499020.918140
  nChanged 7
		SP:Iteration 26Q (3981.010000 sec): 3 clusters
  Score: Raw -501753.064316 + Penalty 2730.652204 = -499022.412112
  nChanged 8
		SP:Iteration 27Q (3981.030000 sec): 3 clusters
  Score: Raw -501754.384861 + Penalty 2730.652204 = -499023.732657
  nChanged 7
		SP:Iteration 28Q (3981.040000 sec): 3 clusters
  Score: Raw -501755.841569 + Penalty 2730.652204 = -499025.189365
  nChanged 5
		SP:Iteration 29Q (3981.050000 sec): 3 clusters
  Score: Raw -501756.752921 + Penalty 2730.652204 = -499026.100717
  nChanged 3
		SP:Iteration 30Q (3981.060000 sec): 3 clusters
  Score: Raw -501757.253778 + Penalty 2730.652204 = -499026.601574
  nChanged 2
		SP:Iteration 31Q (3981.070000 sec): 3 clusters
  Score: Raw -501758.305380 + Penalty 2730.652204 = -499027.653176
  nChanged 3
		SP:Iteration 32Q (3981.080000 sec): 3 clusters
  Score: Raw -501759.023630 + Penalty 2730.652204 = -499028.371426
  nChanged 1
		SP:Iteration 33Q (3981.090000 sec): 3 clusters
  Score: Raw -501759.208872 + Penalty 2730.652204 = -499028.556668
  nChanged 0
		SP:Iteration 34F (3981.100000 sec): 3 clusters
  Score: Raw -501759.208872 + Penalty 2730.652204 = -499028.556668
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (3610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3981.110000 sec): 2 clusters
  Score: Raw -373486.612855 + Penalty 1331.112746 = -372155.500109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3981.120000 sec): 3 clusters
  Score: Raw -371732.203115 + Penalty 2662.225492 = -369069.977623
  nChanged 1412
		SP:Iteration 1F (3981.130000 sec): 3 clusters
  Score: Raw -372631.413466 + Penalty 2662.225492 = -369969.187974
  nChanged 331
		SP:Iteration 2F (3981.140000 sec): 3 clusters
  Score: Raw -372948.143691 + Penalty 2662.225492 = -370285.918200
  nChanged 256
		SP:Iteration 3F (3981.150000 sec): 3 clusters
  Score: Raw -373157.247788 + Penalty 2662.225492 = -370495.022296
  nChanged 215
		SP:Iteration 4F (3981.160000 sec): 3 clusters
  Score: Raw -373363.768618 + Penalty 2662.225492 = -370701.543126
  nChanged 169
		SP:Iteration 5Q (3981.170000 sec): 3 clusters
  Score: Raw -373497.790068 + Penalty 2662.225492 = -370835.564577
  nChanged 133
		SP:Iteration 6Q (3981.180000 sec): 3 clusters
  Score: Raw -373592.313595 + Penalty 2662.225492 = -370930.088103
  nChanged 101
		SP:Iteration 7Q (3981.190000 sec): 3 clusters
  Score: Raw -373642.068282 + Penalty 2662.225492 = -370979.842790
  nChanged 72
		SP:Iteration 8Q (3981.190000 sec): 3 clusters
  Score: Raw -373672.798784 + Penalty 2662.225492 = -371010.573292
  nChanged 67
		SP:Iteration 9Q (3981.200000 sec): 3 clusters
  Score: Raw -373702.170695 + Penalty 2662.225492 = -371039.945203
  nChanged 48
		SP:Iteration 10Q (3981.210000 sec): 3 clusters
  Score: Raw -373722.540055 + Penalty 2662.225492 = -371060.314563
  nChanged 37
		SP:Iteration 11Q (3981.220000 sec): 3 clusters
  Score: Raw -373736.117951 + Penalty 2662.225492 = -371073.892459
  nChanged 29
		SP:Iteration 12Q (3981.230000 sec): 3 clusters
  Score: Raw -373747.342337 + Penalty 2662.225492 = -371085.116846
  nChanged 26
		SP:Iteration 13Q (3981.240000 sec): 3 clusters
  Score: Raw -373757.065702 + Penalty 2662.225492 = -371094.840210
  nChanged 12
		SP:Iteration 14Q (3981.250000 sec): 3 clusters
  Score: Raw -373759.599894 + Penalty 2662.225492 = -371097.374402
  nChanged 9
		SP:Iteration 15Q (3981.260000 sec): 3 clusters
  Score: Raw -373761.480886 + Penalty 2662.225492 = -371099.255395
  nChanged 7
		SP:Iteration 16Q (3981.270000 sec): 3 clusters
  Score: Raw -373763.931309 + Penalty 2662.225492 = -371101.705817
  nChanged 8
		SP:Iteration 17Q (3981.270000 sec): 3 clusters
  Score: Raw -373766.493555 + Penalty 2662.225492 = -371104.268063
  nChanged 6
		SP:Iteration 18Q (3981.280000 sec): 3 clusters
  Score: Raw -373769.745258 + Penalty 2662.225492 = -371107.519766
  nChanged 13
		SP:Iteration 19Q (3981.290000 sec): 3 clusters
  Score: Raw -373774.958612 + Penalty 2662.225492 = -371112.733120
  nChanged 10
		SP:Iteration 20F (3981.300000 sec): 3 clusters
  Score: Raw -373779.180473 + Penalty 2662.225492 = -371116.954981
  nChanged 11
		SP:Iteration 21Q (3981.310000 sec): 3 clusters
  Score: Raw -373783.185388 + Penalty 2662.225492 = -371120.959897
  nChanged 10
		SP:Iteration 22Q (3981.320000 sec): 3 clusters
  Score: Raw -373786.010768 + Penalty 2662.225492 = -371123.785276
  nChanged 12
		SP:Iteration 23Q (3981.330000 sec): 3 clusters
  Score: Raw -373789.989159 + Penalty 2662.225492 = -371127.763668
  nChanged 13
		SP:Iteration 24Q (3981.330000 sec): 3 clusters
  Score: Raw -373794.304877 + Penalty 2662.225492 = -371132.079385
  nChanged 9
		SP:Iteration 25Q (3981.340000 sec): 3 clusters
  Score: Raw -373796.611405 + Penalty 2662.225492 = -371134.385913
  nChanged 5
		SP:Iteration 26Q (3981.350000 sec): 3 clusters
  Score: Raw -373797.358066 + Penalty 2662.225492 = -371135.132574
  nChanged 8
		SP:Iteration 27Q (3981.360000 sec): 3 clusters
  Score: Raw -373799.213041 + Penalty 2662.225492 = -371136.987549
  nChanged 9
		SP:Iteration 28Q (3981.370000 sec): 3 clusters
  Score: Raw -373801.419477 + Penalty 2662.225492 = -371139.193985
  nChanged 8
		SP:Iteration 29Q (3981.380000 sec): 3 clusters
  Score: Raw -373803.734794 + Penalty 2662.225492 = -371141.509302
  nChanged 3
		SP:Iteration 30Q (3981.390000 sec): 3 clusters
  Score: Raw -373804.431247 + Penalty 2662.225492 = -371142.205755
  nChanged 2
		SP:Iteration 31Q (3981.390000 sec): 3 clusters
  Score: Raw -373804.674103 + Penalty 2662.225492 = -371142.448611
  nChanged 1
		SP:Iteration 32Q (3981.400000 sec): 3 clusters
  Score: Raw -373804.876334 + Penalty 2662.225492 = -371142.650843
  nChanged 0
		SP:Iteration 33F (3981.410000 sec): 3 clusters
  Score: Raw -373804.876334 + Penalty 2662.225492 = -371142.650843
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (9627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3981.440000 sec): 2 clusters
  Score: Raw -1100199.390733 + Penalty 1490.503126 = -1098708.887607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3981.470000 sec): 3 clusters
  Score: Raw -1094716.113818 + Penalty 2981.006252 = -1091735.107566
  nChanged 4230
		SP:Iteration 1F (3981.490000 sec): 3 clusters
  Score: Raw -1097179.160279 + Penalty 2981.006252 = -1094198.154027
  nChanged 691
		SP:Iteration 2F (3981.510000 sec): 3 clusters
  Score: Raw -1097669.399821 + Penalty 2981.006252 = -1094688.393568
  nChanged 657
		SP:Iteration 3F (3981.540000 sec): 3 clusters
  Score: Raw -1098155.451721 + Penalty 2981.006252 = -1095174.445469
  nChanged 639
		SP:Iteration 4F (3981.560000 sec): 3 clusters
  Score: Raw -1098582.507788 + Penalty 2981.006252 = -1095601.501536
  nChanged 556
		SP:Iteration 5F (3981.590000 sec): 3 clusters
  Score: Raw -1098963.121885 + Penalty 2981.006252 = -1095982.115633
  nChanged 512
		SP:Iteration 6F (3981.610000 sec): 3 clusters
  Score: Raw -1099341.957366 + Penalty 2981.006252 = -1096360.951114
  nChanged 474
		SP:Iteration 7Q (3981.630000 sec): 3 clusters
  Score: Raw -1099686.450159 + Penalty 2981.006252 = -1096705.443907
  nChanged 433
		SP:Iteration 8Q (3981.660000 sec): 3 clusters
  Score: Raw -1099985.885342 + Penalty 2981.006252 = -1097004.879090
  nChanged 357
		SP:Iteration 9Q (3981.680000 sec): 3 clusters
  Score: Raw -1100191.872357 + Penalty 2981.006252 = -1097210.866105
  nChanged 315
		SP:Iteration 10Q (3981.700000 sec): 3 clusters
  Score: Raw -1100376.219168 + Penalty 2981.006252 = -1097395.212916
  nChanged 260
		SP:Iteration 11Q (3981.730000 sec): 3 clusters
  Score: Raw -1100523.027275 + Penalty 2981.006252 = -1097542.021023
  nChanged 234
		SP:Iteration 12Q (3981.750000 sec): 3 clusters
  Score: Raw -1100647.293410 + Penalty 2981.006252 = -1097666.287158
  nChanged 207
		SP:Iteration 13Q (3981.770000 sec): 3 clusters
  Score: Raw -1100768.993892 + Penalty 2981.006252 = -1097787.987640
  nChanged 180
		SP:Iteration 14Q (3981.790000 sec): 3 clusters
  Score: Raw -1100861.974000 + Penalty 2981.006252 = -1097880.967748
  nChanged 176
		SP:Iteration 15Q (3981.810000 sec): 3 clusters
  Score: Raw -1100930.466184 + Penalty 2981.006252 = -1097949.459932
  nChanged 116
		SP:Iteration 16Q (3981.830000 sec): 3 clusters
  Score: Raw -1100964.111233 + Penalty 2981.006252 = -1097983.104981
  nChanged 75
		SP:Iteration 17Q (3981.860000 sec): 3 clusters
  Score: Raw -1100984.507786 + Penalty 2981.006252 = -1098003.501534
  nChanged 60
		SP:Iteration 18Q (3981.880000 sec): 3 clusters
  Score: Raw -1100999.438053 + Penalty 2981.006252 = -1098018.431801
  nChanged 56
		SP:Iteration 19Q (3981.900000 sec): 3 clusters
  Score: Raw -1101012.834627 + Penalty 2981.006252 = -1098031.828375
  nChanged 49
		SP:Iteration 20F (3981.920000 sec): 3 clusters
  Score: Raw -1101021.987288 + Penalty 2981.006252 = -1098040.981036
  nChanged 34
		SP:Iteration 21Q (3981.950000 sec): 3 clusters
  Score: Raw -1101028.507698 + Penalty 2981.006252 = -1098047.501446
  nChanged 27
		SP:Iteration 22Q (3981.970000 sec): 3 clusters
  Score: Raw -1101033.034145 + Penalty 2981.006252 = -1098052.027893
  nChanged 27
		SP:Iteration 23Q (3981.990000 sec): 3 clusters
  Score: Raw -1101037.778701 + Penalty 2981.006252 = -1098056.772449
  nChanged 20
		SP:Iteration 24Q (3982.010000 sec): 3 clusters
  Score: Raw -1101040.120641 + Penalty 2981.006252 = -1098059.114388
  nChanged 19
		SP:Iteration 25Q (3982.030000 sec): 3 clusters
  Score: Raw -1101043.409790 + Penalty 2981.006252 = -1098062.403538
  nChanged 16
		SP:Iteration 26Q (3982.050000 sec): 3 clusters
  Score: Raw -1101045.416217 + Penalty 2981.006252 = -1098064.409965
  nChanged 12
		SP:Iteration 27Q (3982.070000 sec): 3 clusters
  Score: Raw -1101046.970284 + Penalty 2981.006252 = -1098065.964031
  nChanged 14
		SP:Iteration 28Q (3982.090000 sec): 3 clusters
  Score: Raw -1101048.388770 + Penalty 2981.006252 = -1098067.382518
  nChanged 4
		SP:Iteration 29Q (3982.110000 sec): 3 clusters
  Score: Raw -1101049.149755 + Penalty 2981.006252 = -1098068.143503
  nChanged 6
		SP:Iteration 30Q (3982.140000 sec): 3 clusters
  Score: Raw -1101049.704456 + Penalty 2981.006252 = -1098068.698203
  nChanged 6
		SP:Iteration 31Q (3982.160000 sec): 3 clusters
  Score: Raw -1101050.799880 + Penalty 2981.006252 = -1098069.793628
  nChanged 9
		SP:Iteration 32Q (3982.180000 sec): 3 clusters
  Score: Raw -1101051.928107 + Penalty 2981.006252 = -1098070.921855
  nChanged 11
		SP:Iteration 33Q (3982.200000 sec): 3 clusters
  Score: Raw -1101053.967785 + Penalty 2981.006252 = -1098072.961533
  nChanged 11
		SP:Iteration 34Q (3982.220000 sec): 3 clusters
  Score: Raw -1101054.826861 + Penalty 2981.006252 = -1098073.820609
  nChanged 7
		SP:Iteration 35Q (3982.240000 sec): 3 clusters
  Score: Raw -1101055.688431 + Penalty 2981.006252 = -1098074.682179
  nChanged 9
		SP:Iteration 36Q (3982.270000 sec): 3 clusters
  Score: Raw -1101056.608002 + Penalty 2981.006252 = -1098075.601750
  nChanged 10
		SP:Iteration 37Q (3982.290000 sec): 3 clusters
  Score: Raw -1101057.704829 + Penalty 2981.006252 = -1098076.698577
  nChanged 6
		SP:Iteration 38Q (3982.310000 sec): 3 clusters
  Score: Raw -1101058.115996 + Penalty 2981.006252 = -1098077.109743
  nChanged 4
		SP:Iteration 39Q (3982.330000 sec): 3 clusters
  Score: Raw -1101058.527608 + Penalty 2981.006252 = -1098077.521356
  nChanged 5
		SP:Iteration 40F (3982.350000 sec): 3 clusters
  Score: Raw -1101058.995203 + Penalty 2981.006252 = -1098077.988951
  nChanged 3
		SP:Iteration 41Q (3982.370000 sec): 3 clusters
  Score: Raw -1101059.195755 + Penalty 2981.006252 = -1098078.189503
  nChanged 2
		SP:Iteration 42Q (3982.390000 sec): 3 clusters
  Score: Raw -1101059.372325 + Penalty 2981.006252 = -1098078.366073
  nChanged 2
		SP:Iteration 43Q (3982.410000 sec): 3 clusters
  Score: Raw -1101059.496216 + Penalty 2981.006252 = -1098078.489963
  nChanged 3
		SP:Iteration 44Q (3982.440000 sec): 3 clusters
  Score: Raw -1101059.728938 + Penalty 2981.006252 = -1098078.722686
  nChanged 3
		SP:Iteration 45Q (3982.460000 sec): 3 clusters
  Score: Raw -1101060.024262 + Penalty 2981.006252 = -1098079.018009
  nChanged 1
		SP:Iteration 46Q (3982.480000 sec): 3 clusters
  Score: Raw -1101060.087052 + Penalty 2981.006252 = -1098079.080800
  nChanged 0
		SP:Iteration 47F (3982.500000 sec): 3 clusters
  Score: Raw -1101060.087052 + Penalty 2981.006252 = -1098079.080800
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 34 (12140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3982.540000 sec): 2 clusters
  Score: Raw -1475649.338900 + Penalty 1528.192423 = -1474121.146477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3982.570000 sec): 3 clusters
  Score: Raw -1468595.592963 + Penalty 3056.384846 = -1465539.208117
  nChanged 5285
		SP:Iteration 1F (3982.600000 sec): 3 clusters
  Score: Raw -1471524.616846 + Penalty 3056.384846 = -1468468.232000
  nChanged 661
		SP:Iteration 2F (3982.630000 sec): 3 clusters
  Score: Raw -1471775.929751 + Penalty 3056.384846 = -1468719.544905
  nChanged 546
		SP:Iteration 3Q (3982.670000 sec): 3 clusters
  Score: Raw -1471990.218351 + Penalty 3056.384846 = -1468933.833505
  nChanged 502
		SP:Iteration 4Q (3982.690000 sec): 3 clusters
  Score: Raw -1472199.877083 + Penalty 3056.384846 = -1469143.492237
  nChanged 548
		SP:Iteration 5Q (3982.730000 sec): 3 clusters
  Score: Raw -1472454.695294 + Penalty 3056.384846 = -1469398.310448
  nChanged 562
		SP:Iteration 6Q (3982.760000 sec): 3 clusters
  Score: Raw -1472747.665158 + Penalty 3056.384846 = -1469691.280312
  nChanged 614
		SP:Iteration 7F (3982.790000 sec): 3 clusters
  Score: Raw -1473133.941229 + Penalty 3056.384846 = -1470077.556383
  nChanged 668
		SP:Iteration 8F (3982.820000 sec): 3 clusters
  Score: Raw -1473605.821674 + Penalty 3056.384846 = -1470549.436828
  nChanged 685
		SP:Iteration 9F (3982.850000 sec): 3 clusters
  Score: Raw -1474154.371619 + Penalty 3056.384846 = -1471097.986773
  nChanged 574
		SP:Iteration 10Q (3982.880000 sec): 3 clusters
  Score: Raw -1474665.559388 + Penalty 3056.384846 = -1471609.174542
  nChanged 478
		SP:Iteration 11Q (3982.910000 sec): 3 clusters
  Score: Raw -1475150.619431 + Penalty 3056.384846 = -1472094.234585
  nChanged 326
		SP:Iteration 12Q (3982.930000 sec): 3 clusters
  Score: Raw -1475505.927680 + Penalty 3056.384846 = -1472449.542834
  nChanged 186
		SP:Iteration 13Q (3982.960000 sec): 3 clusters
  Score: Raw -1475701.051060 + Penalty 3056.384846 = -1472644.666214
  nChanged 91
		SP:Iteration 14Q (3982.980000 sec): 3 clusters
  Score: Raw -1475798.579414 + Penalty 3056.384846 = -1472742.194568
  nChanged 74
		SP:Iteration 15Q (3983.000000 sec): 3 clusters
  Score: Raw -1475868.587134 + Penalty 3056.384846 = -1472812.202288
  nChanged 47
		SP:Iteration 16Q (3983.030000 sec): 3 clusters
  Score: Raw -1475915.114925 + Penalty 3056.384846 = -1472858.730079
  nChanged 26
		SP:Iteration 17Q (3983.050000 sec): 3 clusters
  Score: Raw -1475941.570219 + Penalty 3056.384846 = -1472885.185373
  nChanged 26
		SP:Iteration 18Q (3983.070000 sec): 3 clusters
  Score: Raw -1475964.633810 + Penalty 3056.384846 = -1472908.248964
  nChanged 21
		SP:Iteration 19Q (3983.090000 sec): 3 clusters
  Score: Raw -1475978.954731 + Penalty 3056.384846 = -1472922.569885
  nChanged 10
		SP:Iteration 20F (3983.120000 sec): 3 clusters
  Score: Raw -1475988.631961 + Penalty 3056.384846 = -1472932.247115
  nChanged 15
		SP:Iteration 21Q (3983.140000 sec): 3 clusters
  Score: Raw -1476002.973472 + Penalty 3056.384846 = -1472946.588626
  nChanged 13
		SP:Iteration 22Q (3983.160000 sec): 3 clusters
  Score: Raw -1476012.816805 + Penalty 3056.384846 = -1472956.431959
  nChanged 9
		SP:Iteration 23Q (3983.180000 sec): 3 clusters
  Score: Raw -1476019.440200 + Penalty 3056.384846 = -1472963.055354
  nChanged 14
		SP:Iteration 24Q (3983.200000 sec): 3 clusters
  Score: Raw -1476029.991153 + Penalty 3056.384846 = -1472973.606307
  nChanged 11
		SP:Iteration 25Q (3983.230000 sec): 3 clusters
  Score: Raw -1476035.164483 + Penalty 3056.384846 = -1472978.779637
  nChanged 7
		SP:Iteration 26Q (3983.250000 sec): 3 clusters
  Score: Raw -1476038.645618 + Penalty 3056.384846 = -1472982.260772
  nChanged 4
		SP:Iteration 27Q (3983.270000 sec): 3 clusters
  Score: Raw -1476040.228053 + Penalty 3056.384846 = -1472983.843207
  nChanged 3
		SP:Iteration 28Q (3983.290000 sec): 3 clusters
  Score: Raw -1476041.494342 + Penalty 3056.384846 = -1472985.109496
  nChanged 4
		SP:Iteration 29Q (3983.310000 sec): 3 clusters
  Score: Raw -1476043.630962 + Penalty 3056.384846 = -1472987.246116
  nChanged 1
		SP:Iteration 30Q (3983.330000 sec): 3 clusters
  Score: Raw -1476044.794357 + Penalty 3056.384846 = -1472988.409511
  nChanged 0
		SP:Iteration 31F (3983.360000 sec): 3 clusters
  Score: Raw -1476044.794357 + Penalty 3056.384846 = -1472988.409511
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3983.550000 sec): 2 clusters
  Score: Raw -7488651.699507 + Penalty 1799.746941 = -7486851.952565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3983.720000 sec): 3 clusters
  Score: Raw -7447371.830756 + Penalty 3599.493882 = -7443772.336873
  nChanged 30541
		SP:Iteration 1F (3983.890000 sec): 3 clusters
  Score: Raw -7464669.518563 + Penalty 3599.493882 = -7461070.024680
  nChanged 2078
		SP:Iteration 2Q (3984.060000 sec): 3 clusters
  Score: Raw -7465150.125244 + Penalty 3599.493882 = -7461550.631361
  nChanged 2148
		SP:Iteration 3Q (3984.240000 sec): 3 clusters
  Score: Raw -7465691.224665 + Penalty 3599.493882 = -7462091.730783
  nChanged 2321
		SP:Iteration 4Q (3984.410000 sec): 3 clusters
  Score: Raw -7466350.306422 + Penalty 3599.493882 = -7462750.812539
  nChanged 2613
		SP:Iteration 5Q (3984.580000 sec): 3 clusters
  Score: Raw -7467248.022863 + Penalty 3599.493882 = -7463648.528981
  nChanged 3102
		SP:Iteration 6Q (3984.750000 sec): 3 clusters
  Score: Raw -7468555.735693 + Penalty 3599.493882 = -7464956.241810
  nChanged 3636
		SP:Iteration 7F (3984.920000 sec): 3 clusters
  Score: Raw -7470466.575105 + Penalty 3599.493882 = -7466867.081223
  nChanged 4169
		SP:Iteration 8F (3985.090000 sec): 3 clusters
  Score: Raw -7473058.162303 + Penalty 3599.493882 = -7469458.668421
  nChanged 4379
		SP:Iteration 9F (3985.250000 sec): 3 clusters
  Score: Raw -7476104.361293 + Penalty 3599.493882 = -7472504.867411
  nChanged 4295
		SP:Iteration 10F (3985.420000 sec): 3 clusters
  Score: Raw -7479402.618190 + Penalty 3599.493882 = -7475803.124307
  nChanged 3899
		SP:Iteration 11F (3985.590000 sec): 3 clusters
  Score: Raw -7482685.597014 + Penalty 3599.493882 = -7479086.103131
  nChanged 3085
		SP:Iteration 12Q (3985.760000 sec): 3 clusters
  Score: Raw -7485497.381523 + Penalty 3599.493882 = -7481897.887641
  nChanged 2009
		SP:Iteration 13Q (3985.920000 sec): 3 clusters
  Score: Raw -7487333.975387 + Penalty 3599.493882 = -7483734.481504
  nChanged 970
		SP:Iteration 14Q (3986.060000 sec): 3 clusters
  Score: Raw -7488196.984470 + Penalty 3599.493882 = -7484597.490588
  nChanged 382
		SP:Iteration 15Q (3986.200000 sec): 3 clusters
  Score: Raw -7488543.292149 + Penalty 3599.493882 = -7484943.798266
  nChanged 145
		SP:Iteration 16Q (3986.330000 sec): 3 clusters
  Score: Raw -7488696.992614 + Penalty 3599.493882 = -7485097.498732
  nChanged 55
		SP:Iteration 17Q (3986.450000 sec): 3 clusters
  Score: Raw -7488766.175004 + Penalty 3599.493882 = -7485166.681121
  nChanged 30
		SP:Iteration 18Q (3986.570000 sec): 3 clusters
  Score: Raw -7488803.171295 + Penalty 3599.493882 = -7485203.677413
  nChanged 22
		SP:Iteration 19Q (3986.690000 sec): 3 clusters
  Score: Raw -7488828.541237 + Penalty 3599.493882 = -7485229.047355
  nChanged 15
		SP:Iteration 20F (3986.860000 sec): 3 clusters
  Score: Raw -7488847.374543 + Penalty 3599.493882 = -7485247.880661
  nChanged 16
		SP:Iteration 21Q (3986.970000 sec): 3 clusters
  Score: Raw -7488865.311775 + Penalty 3599.493882 = -7485265.817892
  nChanged 9
		SP:Iteration 22Q (3987.090000 sec): 3 clusters
  Score: Raw -7488880.352291 + Penalty 3599.493882 = -7485280.858408
  nChanged 4
		SP:Iteration 23Q (3987.210000 sec): 3 clusters
  Score: Raw -7488888.215964 + Penalty 3599.493882 = -7485288.722081
  nChanged 4
		SP:Iteration 24Q (3987.320000 sec): 3 clusters
  Score: Raw -7488891.678224 + Penalty 3599.493882 = -7485292.184341
  nChanged 0
		SP:Iteration 25F (3987.490000 sec): 3 clusters
  Score: Raw -7488891.678224 + Penalty 3599.493882 = -7485292.184341
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3987.540000 sec): 2 clusters
  Score: Raw -565989.943010 + Penalty 1384.563063 = -564605.379946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3987.550000 sec): 3 clusters
  Score: Raw -563382.036678 + Penalty 2769.126127 = -560612.910552
  nChanged 2074
		SP:Iteration 1F (3987.560000 sec): 3 clusters
  Score: Raw -564511.392929 + Penalty 2769.126127 = -561742.266802
  nChanged 368
		SP:Iteration 2F (3987.570000 sec): 3 clusters
  Score: Raw -564708.466450 + Penalty 2769.126127 = -561939.340323
  nChanged 265
		SP:Iteration 3F (3987.580000 sec): 3 clusters
  Score: Raw -564834.347768 + Penalty 2769.126127 = -562065.221641
  nChanged 220
		SP:Iteration 4Q (3987.600000 sec): 3 clusters
  Score: Raw -564930.700344 + Penalty 2769.126127 = -562161.574218
  nChanged 186
		SP:Iteration 5Q (3987.610000 sec): 3 clusters
  Score: Raw -565010.858417 + Penalty 2769.126127 = -562241.732290
  nChanged 150
		SP:Iteration 6Q (3987.620000 sec): 3 clusters
  Score: Raw -565071.718587 + Penalty 2769.126127 = -562302.592461
  nChanged 140
		SP:Iteration 7Q (3987.640000 sec): 3 clusters
  Score: Raw -565132.541071 + Penalty 2769.126127 = -562363.414944
  nChanged 123
		SP:Iteration 8Q (3987.650000 sec): 3 clusters
  Score: Raw -565186.557544 + Penalty 2769.126127 = -562417.431417
  nChanged 128
		SP:Iteration 9Q (3987.660000 sec): 3 clusters
  Score: Raw -565241.708728 + Penalty 2769.126127 = -562472.582601
  nChanged 116
		SP:Iteration 10Q (3987.670000 sec): 3 clusters
  Score: Raw -565291.723109 + Penalty 2769.126127 = -562522.596982
  nChanged 108
		SP:Iteration 11Q (3987.680000 sec): 3 clusters
  Score: Raw -565331.780655 + Penalty 2769.126127 = -562562.654528
  nChanged 88
		SP:Iteration 12Q (3987.700000 sec): 3 clusters
  Score: Raw -565369.616125 + Penalty 2769.126127 = -562600.489999
  nChanged 88
		SP:Iteration 13Q (3987.710000 sec): 3 clusters
  Score: Raw -565417.511907 + Penalty 2769.126127 = -562648.385780
  nChanged 107
		SP:Iteration 14Q (3987.720000 sec): 3 clusters
  Score: Raw -565470.972727 + Penalty 2769.126127 = -562701.846600
  nChanged 112
		SP:Iteration 15Q (3987.730000 sec): 3 clusters
  Score: Raw -565524.841440 + Penalty 2769.126127 = -562755.715313
  nChanged 112
		SP:Iteration 16Q (3987.740000 sec): 3 clusters
  Score: Raw -565588.078563 + Penalty 2769.126127 = -562818.952437
  nChanged 112
		SP:Iteration 17Q (3987.760000 sec): 3 clusters
  Score: Raw -565649.645745 + Penalty 2769.126127 = -562880.519618
  nChanged 107
		SP:Iteration 18Q (3987.770000 sec): 3 clusters
  Score: Raw -565710.315592 + Penalty 2769.126127 = -562941.189465
  nChanged 107
		SP:Iteration 19Q (3987.780000 sec): 3 clusters
  Score: Raw -565785.227325 + Penalty 2769.126127 = -563016.101199
  nChanged 101
		SP:Iteration 20F (3987.800000 sec): 3 clusters
  Score: Raw -565856.910143 + Penalty 2769.126127 = -563087.784016
  nChanged 89
		SP:Iteration 21Q (3987.810000 sec): 3 clusters
  Score: Raw -565932.510408 + Penalty 2769.126127 = -563163.384281
  nChanged 90
		SP:Iteration 22Q (3987.820000 sec): 3 clusters
  Score: Raw -565995.540970 + Penalty 2769.126127 = -563226.414843
  nChanged 76
		SP:Iteration 23Q (3987.830000 sec): 3 clusters
  Score: Raw -566052.871330 + Penalty 2769.126127 = -563283.745203
  nChanged 72
		SP:Iteration 24Q (3987.840000 sec): 3 clusters
  Score: Raw -566115.949262 + Penalty 2769.126127 = -563346.823135
  nChanged 71
		SP:Iteration 25Q (3987.860000 sec): 3 clusters
  Score: Raw -566195.537587 + Penalty 2769.126127 = -563426.411460
  nChanged 81
		SP:Iteration 26Q (3987.870000 sec): 3 clusters
  Score: Raw -566281.068846 + Penalty 2769.126127 = -563511.942719
  nChanged 81
		SP:Iteration 27Q (3987.880000 sec): 3 clusters
  Score: Raw -566368.578604 + Penalty 2769.126127 = -563599.452477
  nChanged 67
		SP:Iteration 28Q (3987.890000 sec): 3 clusters
  Score: Raw -566445.512918 + Penalty 2769.126127 = -563676.386791
  nChanged 70
		SP:Iteration 29Q (3987.900000 sec): 3 clusters
  Score: Raw -566505.159488 + Penalty 2769.126127 = -563736.033361
  nChanged 57
		SP:Iteration 30Q (3987.910000 sec): 3 clusters
  Score: Raw -566545.962146 + Penalty 2769.126127 = -563776.836019
  nChanged 41
		SP:Iteration 31Q (3987.920000 sec): 3 clusters
  Score: Raw -566575.651221 + Penalty 2769.126127 = -563806.525094
  nChanged 39
		SP:Iteration 32Q (3987.930000 sec): 3 clusters
  Score: Raw -566602.011021 + Penalty 2769.126127 = -563832.884894
  nChanged 42
		SP:Iteration 33Q (3987.940000 sec): 3 clusters
  Score: Raw -566630.537218 + Penalty 2769.126127 = -563861.411091
  nChanged 36
		SP:Iteration 34Q (3987.950000 sec): 3 clusters
  Score: Raw -566653.555954 + Penalty 2769.126127 = -563884.429827
  nChanged 35
		SP:Iteration 35Q (3987.960000 sec): 3 clusters
  Score: Raw -566670.090714 + Penalty 2769.126127 = -563900.964587
  nChanged 31
		SP:Iteration 36Q (3987.970000 sec): 3 clusters
  Score: Raw -566683.532769 + Penalty 2769.126127 = -563914.406642
  nChanged 21
		SP:Iteration 37Q (3987.980000 sec): 3 clusters
  Score: Raw -566692.450321 + Penalty 2769.126127 = -563923.324195
  nChanged 17
		SP:Iteration 38Q (3987.990000 sec): 3 clusters
  Score: Raw -566699.508350 + Penalty 2769.126127 = -563930.382223
  nChanged 17
		SP:Iteration 39Q (3988.000000 sec): 3 clusters
  Score: Raw -566706.494590 + Penalty 2769.126127 = -563937.368463
  nChanged 13
		SP:Iteration 40F (3988.010000 sec): 3 clusters
  Score: Raw -566710.127958 + Penalty 2769.126127 = -563941.001831
  nChanged 5
		SP:Iteration 41Q (3988.020000 sec): 3 clusters
  Score: Raw -566712.458475 + Penalty 2769.126127 = -563943.332349
  nChanged 8
		SP:Iteration 42Q (3988.040000 sec): 3 clusters
  Score: Raw -566714.710167 + Penalty 2769.126127 = -563945.584040
  nChanged 7
		SP:Iteration 43Q (3988.040000 sec): 3 clusters
  Score: Raw -566716.063960 + Penalty 2769.126127 = -563946.937833
  nChanged 4
		SP:Iteration 44Q (3988.060000 sec): 3 clusters
  Score: Raw -566718.518161 + Penalty 2769.126127 = -563949.392034
  nChanged 6
		SP:Iteration 45Q (3988.060000 sec): 3 clusters
  Score: Raw -566721.031735 + Penalty 2769.126127 = -563951.905609
  nChanged 9
		SP:Iteration 46Q (3988.080000 sec): 3 clusters
  Score: Raw -566724.033498 + Penalty 2769.126127 = -563954.907371
  nChanged 9
		SP:Iteration 47Q (3988.090000 sec): 3 clusters
  Score: Raw -566727.211043 + Penalty 2769.126127 = -563958.084916
  nChanged 10
		SP:Iteration 48Q (3988.100000 sec): 3 clusters
  Score: Raw -566729.801590 + Penalty 2769.126127 = -563960.675463
  nChanged 7
		SP:Iteration 49Q (3988.110000 sec): 3 clusters
  Score: Raw -566731.509165 + Penalty 2769.126127 = -563962.383038
  nChanged 6
		SP:Iteration 50Q (3988.120000 sec): 3 clusters
  Score: Raw -566732.569512 + Penalty 2769.126127 = -563963.443385
  nChanged 6
		SP:Iteration 51Q (3988.130000 sec): 3 clusters
  Score: Raw -566734.080854 + Penalty 2769.126127 = -563964.954727
  nChanged 7
		SP:Iteration 52Q (3988.140000 sec): 3 clusters
  Score: Raw -566736.282885 + Penalty 2769.126127 = -563967.156759
  nChanged 6
		SP:Iteration 53Q (3988.150000 sec): 3 clusters
  Score: Raw -566737.760313 + Penalty 2769.126127 = -563968.634186
  nChanged 4
		SP:Iteration 54Q (3988.160000 sec): 3 clusters
  Score: Raw -566738.658728 + Penalty 2769.126127 = -563969.532601
  nChanged 2
		SP:Iteration 55Q (3988.170000 sec): 3 clusters
  Score: Raw -566739.411486 + Penalty 2769.126127 = -563970.285359
  nChanged 7
		SP:Iteration 56Q (3988.180000 sec): 3 clusters
  Score: Raw -566740.949264 + Penalty 2769.126127 = -563971.823137
  nChanged 3
		SP:Iteration 57Q (3988.190000 sec): 3 clusters
  Score: Raw -566741.780776 + Penalty 2769.126127 = -563972.654649
  nChanged 4
		SP:Iteration 58Q (3988.200000 sec): 3 clusters
  Score: Raw -566742.423458 + Penalty 2769.126127 = -563973.297331
  nChanged 2
		SP:Iteration 59Q (3988.210000 sec): 3 clusters
  Score: Raw -566742.807167 + Penalty 2769.126127 = -563973.681040
  nChanged 3
		SP:Iteration 60F (3988.220000 sec): 3 clusters
  Score: Raw -566743.561522 + Penalty 2769.126127 = -563974.435395
  nChanged 2
		SP:Iteration 61Q (3988.230000 sec): 3 clusters
  Score: Raw -566743.788895 + Penalty 2769.126127 = -563974.662769
  nChanged 0
		SP:Iteration 62F (3988.240000 sec): 3 clusters
  Score: Raw -566743.788895 + Penalty 2769.126127 = -563974.662769
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3988.250000 sec): 2 clusters
  Score: Raw -34755.742952 + Penalty 938.868503 = -33816.874450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3988.250000 sec): 3 clusters
  Score: Raw -34796.098118 + Penalty 1877.737005 = -32918.361113
  nChanged 70
		SP:Iteration 1F (3988.250000 sec): 3 clusters
  Score: Raw -34911.167456 + Penalty 1877.737005 = -33033.430451
  nChanged 14
		SP:Iteration 2Q (3988.260000 sec): 3 clusters
  Score: Raw -34946.335541 + Penalty 1877.737005 = -33068.598536
  nChanged 7
		SP:Iteration 3Q (3988.260000 sec): 3 clusters
  Score: Raw -34970.057960 + Penalty 1877.737005 = -33092.320955
  nChanged 9
		SP:Iteration 4Q (3988.260000 sec): 3 clusters
  Score: Raw -34984.117714 + Penalty 1877.737005 = -33106.380709
  nChanged 2
		SP:Iteration 5Q (3988.260000 sec): 3 clusters
  Score: Raw -34988.142753 + Penalty 1877.737005 = -33110.405747
  nChanged 0
		SP:Iteration 6F (3988.260000 sec): 3 clusters
  Score: Raw -34988.142753 + Penalty 1877.737005 = -33110.405747
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 38 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3988.260000 sec): 2 clusters
  Score: Raw -156389.645267 + Penalty 1175.670993 = -155213.974274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3988.270000 sec): 3 clusters
  Score: Raw -155872.810426 + Penalty 2351.341987 = -153521.468439
  nChanged 453
		SP:Iteration 1F (3988.270000 sec): 3 clusters
  Score: Raw -156159.167736 + Penalty 2351.341987 = -153807.825750
  nChanged 102
		SP:Iteration 2F (3988.280000 sec): 3 clusters
  Score: Raw -156249.863799 + Penalty 2351.341987 = -153898.521812
  nChanged 80
		SP:Iteration 3F (3988.280000 sec): 3 clusters
  Score: Raw -156327.433893 + Penalty 2351.341987 = -153976.091906
  nChanged 56
		SP:Iteration 4Q (3988.280000 sec): 3 clusters
  Score: Raw -156372.589840 + Penalty 2351.341987 = -154021.247853
  nChanged 52
		SP:Iteration 5Q (3988.280000 sec): 3 clusters
  Score: Raw -156415.611659 + Penalty 2351.341987 = -154064.269672
  nChanged 40
		SP:Iteration 6Q (3988.290000 sec): 3 clusters
  Score: Raw -156453.438175 + Penalty 2351.341987 = -154102.096188
  nChanged 43
		SP:Iteration 7Q (3988.290000 sec): 3 clusters
  Score: Raw -156495.000806 + Penalty 2351.341987 = -154143.658819
  nChanged 35
		SP:Iteration 8Q (3988.300000 sec): 3 clusters
  Score: Raw -156519.614805 + Penalty 2351.341987 = -154168.272818
  nChanged 24
		SP:Iteration 9Q (3988.300000 sec): 3 clusters
  Score: Raw -156537.057126 + Penalty 2351.341987 = -154185.715139
  nChanged 22
		SP:Iteration 10Q (3988.300000 sec): 3 clusters
  Score: Raw -156552.308731 + Penalty 2351.341987 = -154200.966745
  nChanged 22
		SP:Iteration 11Q (3988.310000 sec): 3 clusters
  Score: Raw -156571.093642 + Penalty 2351.341987 = -154219.751656
  nChanged 21
		SP:Iteration 12Q (3988.310000 sec): 3 clusters
  Score: Raw -156585.299581 + Penalty 2351.341987 = -154233.957594
  nChanged 13
		SP:Iteration 13Q (3988.310000 sec): 3 clusters
  Score: Raw -156596.704672 + Penalty 2351.341987 = -154245.362685
  nChanged 11
		SP:Iteration 14Q (3988.320000 sec): 3 clusters
  Score: Raw -156608.384041 + Penalty 2351.341987 = -154257.042054
  nChanged 7
		SP:Iteration 15Q (3988.320000 sec): 3 clusters
  Score: Raw -156613.918841 + Penalty 2351.341987 = -154262.576854
  nChanged 4
		SP:Iteration 16Q (3988.320000 sec): 3 clusters
  Score: Raw -156618.074999 + Penalty 2351.341987 = -154266.733013
  nChanged 3
		SP:Iteration 17Q (3988.330000 sec): 3 clusters
  Score: Raw -156620.034638 + Penalty 2351.341987 = -154268.692652
  nChanged 4
		SP:Iteration 18Q (3988.330000 sec): 3 clusters
  Score: Raw -156623.008049 + Penalty 2351.341987 = -154271.666062
  nChanged 3
		SP:Iteration 19Q (3988.330000 sec): 3 clusters
  Score: Raw -156627.926365 + Penalty 2351.341987 = -154276.584378
  nChanged 4
		SP:Iteration 20F (3988.340000 sec): 3 clusters
  Score: Raw -156632.988681 + Penalty 2351.341987 = -154281.646694
  nChanged 4
		SP:Iteration 21Q (3988.340000 sec): 3 clusters
  Score: Raw -156635.855107 + Penalty 2351.341987 = -154284.513121
  nChanged 1
		SP:Iteration 22Q (3988.340000 sec): 3 clusters
  Score: Raw -156636.252241 + Penalty 2351.341987 = -154284.910254
  nChanged 0
		SP:Iteration 23F (3988.350000 sec): 3 clusters
  Score: Raw -156636.252241 + Penalty 2351.341987 = -154284.910254
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3988.360000 sec): 2 clusters
  Score: Raw -261735.628207 + Penalty 1254.791164 = -260480.837043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3988.360000 sec): 3 clusters
  Score: Raw -260749.984405 + Penalty 2509.582327 = -258240.402078
  nChanged 805
		SP:Iteration 1F (3988.370000 sec): 3 clusters
  Score: Raw -261492.071237 + Penalty 2509.582327 = -258982.488910
  nChanged 247
		SP:Iteration 2F (3988.370000 sec): 3 clusters
  Score: Raw -261908.584503 + Penalty 2509.582327 = -259399.002176
  nChanged 207
		SP:Iteration 3F (3988.380000 sec): 3 clusters
  Score: Raw -262150.149103 + Penalty 2509.582327 = -259640.566775
  nChanged 155
		SP:Iteration 4F (3988.380000 sec): 3 clusters
  Score: Raw -262309.823144 + Penalty 2509.582327 = -259800.240816
  nChanged 113
		SP:Iteration 5F (3988.390000 sec): 3 clusters
  Score: Raw -262426.892762 + Penalty 2509.582327 = -259917.310435
  nChanged 76
		SP:Iteration 6Q (3988.400000 sec): 3 clusters
  Score: Raw -262511.881442 + Penalty 2509.582327 = -260002.299114
  nChanged 60
		SP:Iteration 7Q (3988.400000 sec): 3 clusters
  Score: Raw -262586.600697 + Penalty 2509.582327 = -260077.018370
  nChanged 60
		SP:Iteration 8Q (3988.400000 sec): 3 clusters
  Score: Raw -262663.953003 + Penalty 2509.582327 = -260154.370676
  nChanged 43
		SP:Iteration 9Q (3988.410000 sec): 3 clusters
  Score: Raw -262723.993876 + Penalty 2509.582327 = -260214.411549
  nChanged 22
		SP:Iteration 10Q (3988.420000 sec): 3 clusters
  Score: Raw -262746.956083 + Penalty 2509.582327 = -260237.373755
  nChanged 14
		SP:Iteration 11Q (3988.420000 sec): 3 clusters
  Score: Raw -262766.356514 + Penalty 2509.582327 = -260256.774187
  nChanged 11
		SP:Iteration 12Q (3988.420000 sec): 3 clusters
  Score: Raw -262781.761683 + Penalty 2509.582327 = -260272.179356
  nChanged 14
		SP:Iteration 13Q (3988.430000 sec): 3 clusters
  Score: Raw -262797.860483 + Penalty 2509.582327 = -260288.278156
  nChanged 8
		SP:Iteration 14Q (3988.440000 sec): 3 clusters
  Score: Raw -262806.646179 + Penalty 2509.582327 = -260297.063852
  nChanged 10
		SP:Iteration 15Q (3988.440000 sec): 3 clusters
  Score: Raw -262817.082112 + Penalty 2509.582327 = -260307.499784
  nChanged 7
		SP:Iteration 16Q (3988.440000 sec): 3 clusters
  Score: Raw -262824.322916 + Penalty 2509.582327 = -260314.740588
  nChanged 7
		SP:Iteration 17Q (3988.450000 sec): 3 clusters
  Score: Raw -262829.354526 + Penalty 2509.582327 = -260319.772198
  nChanged 3
		SP:Iteration 18Q (3988.450000 sec): 3 clusters
  Score: Raw -262833.251012 + Penalty 2509.582327 = -260323.668684
  nChanged 5
		SP:Iteration 19Q (3988.460000 sec): 3 clusters
  Score: Raw -262843.481877 + Penalty 2509.582327 = -260333.899550
  nChanged 5
		SP:Iteration 20F (3988.460000 sec): 3 clusters
  Score: Raw -262847.936844 + Penalty 2509.582327 = -260338.354516
  nChanged 4
		SP:Iteration 21Q (3988.470000 sec): 3 clusters
  Score: Raw -262851.887725 + Penalty 2509.582327 = -260342.305398
  nChanged 2
		SP:Iteration 22Q (3988.470000 sec): 3 clusters
  Score: Raw -262853.773964 + Penalty 2509.582327 = -260344.191637
  nChanged 0
		SP:Iteration 23F (3988.480000 sec): 3 clusters
  Score: Raw -262853.773964 + Penalty 2509.582327 = -260344.191637
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (7698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3988.500000 sec): 2 clusters
  Score: Raw -886503.282826 + Penalty 1454.166323 = -885049.116503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3988.520000 sec): 3 clusters
  Score: Raw -882296.396346 + Penalty 2908.332646 = -879388.063700
  nChanged 3260
		SP:Iteration 1F (3988.540000 sec): 3 clusters
  Score: Raw -884046.543044 + Penalty 2908.332646 = -881138.210398
  nChanged 455
		SP:Iteration 2F (3988.560000 sec): 3 clusters
  Score: Raw -884223.328508 + Penalty 2908.332646 = -881314.995862
  nChanged 346
		SP:Iteration 3Q (3988.580000 sec): 3 clusters
  Score: Raw -884365.783998 + Penalty 2908.332646 = -881457.451352
  nChanged 292
		SP:Iteration 4Q (3988.600000 sec): 3 clusters
  Score: Raw -884487.289967 + Penalty 2908.332646 = -881578.957321
  nChanged 252
		SP:Iteration 5Q (3988.620000 sec): 3 clusters
  Score: Raw -884588.994039 + Penalty 2908.332646 = -881680.661393
  nChanged 232
		SP:Iteration 6Q (3988.640000 sec): 3 clusters
  Score: Raw -884680.144603 + Penalty 2908.332646 = -881771.811957
  nChanged 209
		SP:Iteration 7Q (3988.660000 sec): 3 clusters
  Score: Raw -884763.538204 + Penalty 2908.332646 = -881855.205558
  nChanged 214
		SP:Iteration 8Q (3988.680000 sec): 3 clusters
  Score: Raw -884875.260355 + Penalty 2908.332646 = -881966.927709
  nChanged 229
		SP:Iteration 9Q (3988.700000 sec): 3 clusters
  Score: Raw -884992.008316 + Penalty 2908.332646 = -882083.675670
  nChanged 244
		SP:Iteration 10Q (3988.720000 sec): 3 clusters
  Score: Raw -885120.061601 + Penalty 2908.332646 = -882211.728955
  nChanged 241
		SP:Iteration 11Q (3988.730000 sec): 3 clusters
  Score: Raw -885243.904750 + Penalty 2908.332646 = -882335.572104
  nChanged 243
		SP:Iteration 12Q (3988.750000 sec): 3 clusters
  Score: Raw -885373.813802 + Penalty 2908.332646 = -882465.481156
  nChanged 228
		SP:Iteration 13Q (3988.770000 sec): 3 clusters
  Score: Raw -885475.253469 + Penalty 2908.332646 = -882566.920823
  nChanged 181
		SP:Iteration 14Q (3988.790000 sec): 3 clusters
  Score: Raw -885553.012984 + Penalty 2908.332646 = -882644.680338
  nChanged 163
		SP:Iteration 15Q (3988.810000 sec): 3 clusters
  Score: Raw -885619.734556 + Penalty 2908.332646 = -882711.401910
  nChanged 142
		SP:Iteration 16Q (3988.820000 sec): 3 clusters
  Score: Raw -885674.197997 + Penalty 2908.332646 = -882765.865351
  nChanged 109
		SP:Iteration 17Q (3988.840000 sec): 3 clusters
  Score: Raw -885713.440271 + Penalty 2908.332646 = -882805.107625
  nChanged 111
		SP:Iteration 18Q (3988.860000 sec): 3 clusters
  Score: Raw -885748.132367 + Penalty 2908.332646 = -882839.799721
  nChanged 88
		SP:Iteration 19Q (3988.880000 sec): 3 clusters
  Score: Raw -885774.441427 + Penalty 2908.332646 = -882866.108781
  nChanged 81
		SP:Iteration 20F (3988.900000 sec): 3 clusters
  Score: Raw -885800.469125 + Penalty 2908.332646 = -882892.136479
  nChanged 81
		SP:Iteration 21Q (3988.920000 sec): 3 clusters
  Score: Raw -885824.351583 + Penalty 2908.332646 = -882916.018937
  nChanged 75
		SP:Iteration 22Q (3988.930000 sec): 3 clusters
  Score: Raw -885845.975061 + Penalty 2908.332646 = -882937.642415
  nChanged 67
		SP:Iteration 23Q (3988.950000 sec): 3 clusters
  Score: Raw -885862.367652 + Penalty 2908.332646 = -882954.035006
  nChanged 50
		SP:Iteration 24Q (3988.970000 sec): 3 clusters
  Score: Raw -885874.675669 + Penalty 2908.332646 = -882966.343023
  nChanged 63
		SP:Iteration 25Q (3988.990000 sec): 3 clusters
  Score: Raw -885889.678675 + Penalty 2908.332646 = -882981.346029
  nChanged 51
		SP:Iteration 26Q (3989.000000 sec): 3 clusters
  Score: Raw -885901.777509 + Penalty 2908.332646 = -882993.444863
  nChanged 45
		SP:Iteration 27Q (3989.020000 sec): 3 clusters
  Score: Raw -885912.136790 + Penalty 2908.332646 = -883003.804144
  nChanged 45
		SP:Iteration 28Q (3989.040000 sec): 3 clusters
  Score: Raw -885920.947463 + Penalty 2908.332646 = -883012.614817
  nChanged 36
		SP:Iteration 29Q (3989.060000 sec): 3 clusters
  Score: Raw -885928.774610 + Penalty 2908.332646 = -883020.441964
  nChanged 43
		SP:Iteration 30Q (3989.070000 sec): 3 clusters
  Score: Raw -885939.211839 + Penalty 2908.332646 = -883030.879193
  nChanged 37
		SP:Iteration 31Q (3989.090000 sec): 3 clusters
  Score: Raw -885947.306098 + Penalty 2908.332646 = -883038.973452
  nChanged 32
		SP:Iteration 32Q (3989.110000 sec): 3 clusters
  Score: Raw -885953.641974 + Penalty 2908.332646 = -883045.309328
  nChanged 38
		SP:Iteration 33Q (3989.120000 sec): 3 clusters
  Score: Raw -885963.542878 + Penalty 2908.332646 = -883055.210232
  nChanged 36
		SP:Iteration 34Q (3989.140000 sec): 3 clusters
  Score: Raw -885971.021562 + Penalty 2908.332646 = -883062.688916
  nChanged 27
		SP:Iteration 35Q (3989.160000 sec): 3 clusters
  Score: Raw -885977.601112 + Penalty 2908.332646 = -883069.268466
  nChanged 33
		SP:Iteration 36Q (3989.180000 sec): 3 clusters
  Score: Raw -885985.171808 + Penalty 2908.332646 = -883076.839162
  nChanged 36
		SP:Iteration 37Q (3989.190000 sec): 3 clusters
  Score: Raw -885993.643641 + Penalty 2908.332646 = -883085.310995
  nChanged 47
		SP:Iteration 38Q (3989.210000 sec): 3 clusters
  Score: Raw -886007.238135 + Penalty 2908.332646 = -883098.905489
  nChanged 38
		SP:Iteration 39Q (3989.220000 sec): 3 clusters
  Score: Raw -886016.918447 + Penalty 2908.332646 = -883108.585801
  nChanged 40
		SP:Iteration 40F (3989.240000 sec): 3 clusters
  Score: Raw -886029.833110 + Penalty 2908.332646 = -883121.500464
  nChanged 44
		SP:Iteration 41Q (3989.260000 sec): 3 clusters
  Score: Raw -886046.726229 + Penalty 2908.332646 = -883138.393583
  nChanged 55
		SP:Iteration 42Q (3989.280000 sec): 3 clusters
  Score: Raw -886066.215862 + Penalty 2908.332646 = -883157.883216
  nChanged 53
		SP:Iteration 43Q (3989.300000 sec): 3 clusters
  Score: Raw -886091.311094 + Penalty 2908.332646 = -883182.978448
  nChanged 61
		SP:Iteration 44Q (3989.310000 sec): 3 clusters
  Score: Raw -886115.758241 + Penalty 2908.332646 = -883207.425595
  nChanged 75
		SP:Iteration 45Q (3989.330000 sec): 3 clusters
  Score: Raw -886153.629993 + Penalty 2908.332646 = -883245.297347
  nChanged 88
		SP:Iteration 46Q (3989.340000 sec): 3 clusters
  Score: Raw -886199.174170 + Penalty 2908.332646 = -883290.841524
  nChanged 96
		SP:Iteration 47Q (3989.360000 sec): 3 clusters
  Score: Raw -886249.029488 + Penalty 2908.332646 = -883340.696842
  nChanged 80
		SP:Iteration 48Q (3989.380000 sec): 3 clusters
  Score: Raw -886286.720941 + Penalty 2908.332646 = -883378.388295
  nChanged 78
		SP:Iteration 49Q (3989.390000 sec): 3 clusters
  Score: Raw -886327.178693 + Penalty 2908.332646 = -883418.846047
  nChanged 78
		SP:Iteration 50Q (3989.410000 sec): 3 clusters
  Score: Raw -886368.025663 + Penalty 2908.332646 = -883459.693017
  nChanged 74
		SP:Iteration 51Q (3989.420000 sec): 3 clusters
  Score: Raw -886409.982259 + Penalty 2908.332646 = -883501.649613
  nChanged 70
		SP:Iteration 52Q (3989.440000 sec): 3 clusters
  Score: Raw -886450.592917 + Penalty 2908.332646 = -883542.260271
  nChanged 65
		SP:Iteration 53Q (3989.460000 sec): 3 clusters
  Score: Raw -886492.352090 + Penalty 2908.332646 = -883584.019444
  nChanged 58
		SP:Iteration 54Q (3989.470000 sec): 3 clusters
  Score: Raw -886523.134193 + Penalty 2908.332646 = -883614.801547
  nChanged 43
		SP:Iteration 55Q (3989.490000 sec): 3 clusters
  Score: Raw -886547.996798 + Penalty 2908.332646 = -883639.664152
  nChanged 41
		SP:Iteration 56Q (3989.500000 sec): 3 clusters
  Score: Raw -886574.302019 + Penalty 2908.332646 = -883665.969373
  nChanged 34
		SP:Iteration 57Q (3989.520000 sec): 3 clusters
  Score: Raw -886593.396195 + Penalty 2908.332646 = -883685.063549
  nChanged 33
		SP:Iteration 58Q (3989.530000 sec): 3 clusters
  Score: Raw -886613.698139 + Penalty 2908.332646 = -883705.365493
  nChanged 21
		SP:Iteration 59Q (3989.550000 sec): 3 clusters
  Score: Raw -886627.456605 + Penalty 2908.332646 = -883719.123959
  nChanged 13
		SP:Iteration 60F (3989.570000 sec): 3 clusters
  Score: Raw -886637.778686 + Penalty 2908.332646 = -883729.446040
  nChanged 14
		SP:Iteration 61Q (3989.580000 sec): 3 clusters
  Score: Raw -886648.704278 + Penalty 2908.332646 = -883740.371632
  nChanged 15
		SP:Iteration 62Q (3989.600000 sec): 3 clusters
  Score: Raw -886660.382956 + Penalty 2908.332646 = -883752.050310
  nChanged 11
		SP:Iteration 63Q (3989.610000 sec): 3 clusters
  Score: Raw -886669.163353 + Penalty 2908.332646 = -883760.830707
  nChanged 11
		SP:Iteration 64Q (3989.620000 sec): 3 clusters
  Score: Raw -886676.301358 + Penalty 2908.332646 = -883767.968712
  nChanged 12
		SP:Iteration 65Q (3989.640000 sec): 3 clusters
  Score: Raw -886684.284073 + Penalty 2908.332646 = -883775.951427
  nChanged 12
		SP:Iteration 66Q (3989.650000 sec): 3 clusters
  Score: Raw -886691.565446 + Penalty 2908.332646 = -883783.232800
  nChanged 14
		SP:Iteration 67Q (3989.670000 sec): 3 clusters
  Score: Raw -886699.386630 + Penalty 2908.332646 = -883791.053984
  nChanged 11
		SP:Iteration 68Q (3989.680000 sec): 3 clusters
  Score: Raw -886703.687341 + Penalty 2908.332646 = -883795.354695
  nChanged 10
		SP:Iteration 69Q (3989.700000 sec): 3 clusters
  Score: Raw -886709.098079 + Penalty 2908.332646 = -883800.765433
  nChanged 7
		SP:Iteration 70Q (3989.710000 sec): 3 clusters
  Score: Raw -886712.990818 + Penalty 2908.332646 = -883804.658172
  nChanged 3
		SP:Iteration 71Q (3989.720000 sec): 3 clusters
  Score: Raw -886714.029196 + Penalty 2908.332646 = -883805.696550
  nChanged 4
		SP:Iteration 72Q (3989.740000 sec): 3 clusters
  Score: Raw -886716.337542 + Penalty 2908.332646 = -883808.004896
  nChanged 9
		SP:Iteration 73Q (3989.750000 sec): 3 clusters
  Score: Raw -886721.038875 + Penalty 2908.332646 = -883812.706229
  nChanged 6
		SP:Iteration 74Q (3989.770000 sec): 3 clusters
  Score: Raw -886725.326117 + Penalty 2908.332646 = -883816.993471
  nChanged 6
		SP:Iteration 75Q (3989.780000 sec): 3 clusters
  Score: Raw -886728.726966 + Penalty 2908.332646 = -883820.394320
  nChanged 4
		SP:Iteration 76Q (3989.800000 sec): 3 clusters
  Score: Raw -886730.601313 + Penalty 2908.332646 = -883822.268667
  nChanged 3
		SP:Iteration 77Q (3989.810000 sec): 3 clusters
  Score: Raw -886732.218875 + Penalty 2908.332646 = -883823.886229
  nChanged 1
		SP:Iteration 78Q (3989.820000 sec): 3 clusters
  Score: Raw -886732.663977 + Penalty 2908.332646 = -883824.331331
  nChanged 0
		SP:Iteration 79F (3989.840000 sec): 3 clusters
  Score: Raw -886732.663977 + Penalty 2908.332646 = -883824.331331
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 41 (432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3989.850000 sec): 2 clusters
  Score: Raw -46379.001660 + Penalty 986.119158 = -45392.882502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3989.850000 sec): 3 clusters
  Score: Raw -46399.223239 + Penalty 1972.238316 = -44426.984923
  nChanged 108
		SP:Iteration 1F (3989.850000 sec): 3 clusters
  Score: Raw -46650.629938 + Penalty 1972.238316 = -44678.391622
  nChanged 36
		SP:Iteration 2F (3989.860000 sec): 3 clusters
  Score: Raw -46798.385157 + Penalty 1972.238316 = -44826.146840
  nChanged 21
		SP:Iteration 3Q (3989.860000 sec): 3 clusters
  Score: Raw -46884.673385 + Penalty 1972.238316 = -44912.435068
  nChanged 7
		SP:Iteration 4Q (3989.860000 sec): 3 clusters
  Score: Raw -46914.230279 + Penalty 1972.238316 = -44941.991963
  nChanged 4
		SP:Iteration 5Q (3989.860000 sec): 3 clusters
  Score: Raw -46924.370391 + Penalty 1972.238316 = -44952.132075
  nChanged 1
		SP:Iteration 6Q (3989.860000 sec): 3 clusters
  Score: Raw -46925.612186 + Penalty 1972.238316 = -44953.373870
  nChanged 1
		SP:Iteration 7Q (3989.860000 sec): 3 clusters
  Score: Raw -46927.353375 + Penalty 1972.238316 = -44955.115059
  nChanged 2
		SP:Iteration 8Q (3989.860000 sec): 3 clusters
  Score: Raw -46931.330062 + Penalty 1972.238316 = -44959.091746
  nChanged 2
		SP:Iteration 9Q (3989.860000 sec): 3 clusters
  Score: Raw -46933.644879 + Penalty 1972.238316 = -44961.406563
  nChanged 1
		SP:Iteration 10Q (3989.860000 sec): 3 clusters
  Score: Raw -46934.729158 + Penalty 1972.238316 = -44962.490841
  nChanged 1
		SP:Iteration 11Q (3989.860000 sec): 3 clusters
  Score: Raw -46936.270016 + Penalty 1972.238316 = -44964.031700
  nChanged 0
		SP:Iteration 12F (3989.860000 sec): 3 clusters
  Score: Raw -46936.270016 + Penalty 1972.238316 = -44964.031700
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 42 (10162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3989.900000 sec): 2 clusters
  Score: Raw -1188401.207783 + Penalty 1499.291715 = -1186901.916068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3989.920000 sec): 3 clusters
  Score: Raw -1182548.099391 + Penalty 2998.583429 = -1179549.515961
  nChanged 4465
		SP:Iteration 1F (3989.950000 sec): 3 clusters
  Score: Raw -1185080.093577 + Penalty 2998.583429 = -1182081.510148
  nChanged 717
		SP:Iteration 2F (3989.980000 sec): 3 clusters
  Score: Raw -1185501.986630 + Penalty 2998.583429 = -1182503.403200
  nChanged 676
		SP:Iteration 3F (3990.000000 sec): 3 clusters
  Score: Raw -1185960.502907 + Penalty 2998.583429 = -1182961.919478
  nChanged 708
		SP:Iteration 4F (3990.020000 sec): 3 clusters
  Score: Raw -1186511.807333 + Penalty 2998.583429 = -1183513.223904
  nChanged 723
		SP:Iteration 5F (3990.050000 sec): 3 clusters
  Score: Raw -1187151.643443 + Penalty 2998.583429 = -1184153.060014
  nChanged 660
		SP:Iteration 6F (3990.080000 sec): 3 clusters
  Score: Raw -1187724.210967 + Penalty 2998.583429 = -1184725.627537
  nChanged 519
		SP:Iteration 7F (3990.100000 sec): 3 clusters
  Score: Raw -1188174.602159 + Penalty 2998.583429 = -1185176.018730
  nChanged 360
		SP:Iteration 8Q (3990.120000 sec): 3 clusters
  Score: Raw -1188432.959353 + Penalty 2998.583429 = -1185434.375923
  nChanged 230
		SP:Iteration 9Q (3990.150000 sec): 3 clusters
  Score: Raw -1188555.903527 + Penalty 2998.583429 = -1185557.320098
  nChanged 156
		SP:Iteration 10Q (3990.170000 sec): 3 clusters
  Score: Raw -1188627.866466 + Penalty 2998.583429 = -1185629.283036
  nChanged 117
		SP:Iteration 11Q (3990.200000 sec): 3 clusters
  Score: Raw -1188686.540806 + Penalty 2998.583429 = -1185687.957376
  nChanged 101
		SP:Iteration 12Q (3990.220000 sec): 3 clusters
  Score: Raw -1188724.587469 + Penalty 2998.583429 = -1185726.004039
  nChanged 84
		SP:Iteration 13Q (3990.240000 sec): 3 clusters
  Score: Raw -1188749.076087 + Penalty 2998.583429 = -1185750.492657
  nChanged 59
		SP:Iteration 14Q (3990.260000 sec): 3 clusters
  Score: Raw -1188762.848944 + Penalty 2998.583429 = -1185764.265515
  nChanged 38
		SP:Iteration 15Q (3990.280000 sec): 3 clusters
  Score: Raw -1188772.048680 + Penalty 2998.583429 = -1185773.465250
  nChanged 37
		SP:Iteration 16Q (3990.300000 sec): 3 clusters
  Score: Raw -1188781.153144 + Penalty 2998.583429 = -1185782.569714
  nChanged 31
		SP:Iteration 17Q (3990.330000 sec): 3 clusters
  Score: Raw -1188790.488046 + Penalty 2998.583429 = -1185791.904617
  nChanged 25
		SP:Iteration 18Q (3990.350000 sec): 3 clusters
  Score: Raw -1188796.002357 + Penalty 2998.583429 = -1185797.418927
  nChanged 29
		SP:Iteration 19Q (3990.370000 sec): 3 clusters
  Score: Raw -1188801.715297 + Penalty 2998.583429 = -1185803.131868
  nChanged 31
		SP:Iteration 20F (3990.400000 sec): 3 clusters
  Score: Raw -1188808.688962 + Penalty 2998.583429 = -1185810.105532
  nChanged 30
		SP:Iteration 21Q (3990.420000 sec): 3 clusters
  Score: Raw -1188816.543601 + Penalty 2998.583429 = -1185817.960171
  nChanged 36
		SP:Iteration 22Q (3990.440000 sec): 3 clusters
  Score: Raw -1188827.252152 + Penalty 2998.583429 = -1185828.668723
  nChanged 28
		SP:Iteration 23Q (3990.460000 sec): 3 clusters
  Score: Raw -1188835.869242 + Penalty 2998.583429 = -1185837.285812
  nChanged 33
		SP:Iteration 24Q (3990.480000 sec): 3 clusters
  Score: Raw -1188847.772271 + Penalty 2998.583429 = -1185849.188842
  nChanged 38
		SP:Iteration 25Q (3990.500000 sec): 3 clusters
  Score: Raw -1188855.618374 + Penalty 2998.583429 = -1185857.034945
  nChanged 25
		SP:Iteration 26Q (3990.520000 sec): 3 clusters
  Score: Raw -1188860.777599 + Penalty 2998.583429 = -1185862.194170
  nChanged 21
		SP:Iteration 27Q (3990.540000 sec): 3 clusters
  Score: Raw -1188865.954596 + Penalty 2998.583429 = -1185867.371167
  nChanged 19
		SP:Iteration 28Q (3990.570000 sec): 3 clusters
  Score: Raw -1188870.000510 + Penalty 2998.583429 = -1185871.417080
  nChanged 18
		SP:Iteration 29Q (3990.590000 sec): 3 clusters
  Score: Raw -1188873.400526 + Penalty 2998.583429 = -1185874.817097
  nChanged 14
		SP:Iteration 30Q (3990.610000 sec): 3 clusters
  Score: Raw -1188876.310955 + Penalty 2998.583429 = -1185877.727525
  nChanged 18
		SP:Iteration 31Q (3990.630000 sec): 3 clusters
  Score: Raw -1188880.566113 + Penalty 2998.583429 = -1185881.982683
  nChanged 14
		SP:Iteration 32Q (3990.650000 sec): 3 clusters
  Score: Raw -1188883.185293 + Penalty 2998.583429 = -1185884.601864
  nChanged 15
		SP:Iteration 33Q (3990.670000 sec): 3 clusters
  Score: Raw -1188885.011770 + Penalty 2998.583429 = -1185886.428340
  nChanged 11
		SP:Iteration 34Q (3990.690000 sec): 3 clusters
  Score: Raw -1188887.633280 + Penalty 2998.583429 = -1185889.049851
  nChanged 13
		SP:Iteration 35Q (3990.710000 sec): 3 clusters
  Score: Raw -1188889.517551 + Penalty 2998.583429 = -1185890.934122
  nChanged 4
		SP:Iteration 36Q (3990.740000 sec): 3 clusters
  Score: Raw -1188890.112191 + Penalty 2998.583429 = -1185891.528761
  nChanged 7
		SP:Iteration 37Q (3990.760000 sec): 3 clusters
  Score: Raw -1188891.130099 + Penalty 2998.583429 = -1185892.546669
  nChanged 4
		SP:Iteration 38Q (3990.780000 sec): 3 clusters
  Score: Raw -1188891.786386 + Penalty 2998.583429 = -1185893.202957
  nChanged 0
		SP:Iteration 39F (3990.800000 sec): 3 clusters
  Score: Raw -1188891.786386 + Penalty 2998.583429 = -1185893.202957
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (13664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3990.840000 sec): 2 clusters
  Score: Raw -1471592.193759 + Penalty 1547.409486 = -1470044.784272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3990.880000 sec): 3 clusters
  Score: Raw -1463605.506210 + Penalty 3094.818973 = -1460510.687237
  nChanged 6071
		SP:Iteration 1F (3990.910000 sec): 3 clusters
  Score: Raw -1466988.656394 + Penalty 3094.818973 = -1463893.837422
  nChanged 888
		SP:Iteration 2F (3990.950000 sec): 3 clusters
  Score: Raw -1467404.631349 + Penalty 3094.818973 = -1464309.812376
  nChanged 782
		SP:Iteration 3F (3990.980000 sec): 3 clusters
  Score: Raw -1467763.619145 + Penalty 3094.818973 = -1464668.800172
  nChanged 724
		SP:Iteration 4F (3991.020000 sec): 3 clusters
  Score: Raw -1468101.966493 + Penalty 3094.818973 = -1465007.147520
  nChanged 683
		SP:Iteration 5Q (3991.050000 sec): 3 clusters
  Score: Raw -1468442.202891 + Penalty 3094.818973 = -1465347.383919
  nChanged 634
		SP:Iteration 6Q (3991.080000 sec): 3 clusters
  Score: Raw -1468793.351736 + Penalty 3094.818973 = -1465698.532763
  nChanged 637
		SP:Iteration 7Q (3991.120000 sec): 3 clusters
  Score: Raw -1469188.315597 + Penalty 3094.818973 = -1466093.496624
  nChanged 616
		SP:Iteration 8Q (3991.150000 sec): 3 clusters
  Score: Raw -1469635.733035 + Penalty 3094.818973 = -1466540.914063
  nChanged 618
		SP:Iteration 9Q (3991.180000 sec): 3 clusters
  Score: Raw -1470096.508247 + Penalty 3094.818973 = -1467001.689274
  nChanged 553
		SP:Iteration 10Q (3991.220000 sec): 3 clusters
  Score: Raw -1470513.133747 + Penalty 3094.818973 = -1467418.314775
  nChanged 492
		SP:Iteration 11Q (3991.250000 sec): 3 clusters
  Score: Raw -1470878.569575 + Penalty 3094.818973 = -1467783.750602
  nChanged 427
		SP:Iteration 12Q (3991.280000 sec): 3 clusters
  Score: Raw -1471189.040850 + Penalty 3094.818973 = -1468094.221877
  nChanged 345
		SP:Iteration 13Q (3991.310000 sec): 3 clusters
  Score: Raw -1471388.125859 + Penalty 3094.818973 = -1468293.306886
  nChanged 254
		SP:Iteration 14Q (3991.340000 sec): 3 clusters
  Score: Raw -1471518.771618 + Penalty 3094.818973 = -1468423.952645
  nChanged 222
		SP:Iteration 15Q (3991.380000 sec): 3 clusters
  Score: Raw -1471638.544745 + Penalty 3094.818973 = -1468543.725773
  nChanged 192
		SP:Iteration 16Q (3991.400000 sec): 3 clusters
  Score: Raw -1471746.994613 + Penalty 3094.818973 = -1468652.175640
  nChanged 172
		SP:Iteration 17Q (3991.430000 sec): 3 clusters
  Score: Raw -1471835.970316 + Penalty 3094.818973 = -1468741.151343
  nChanged 168
		SP:Iteration 18Q (3991.460000 sec): 3 clusters
  Score: Raw -1471922.865700 + Penalty 3094.818973 = -1468828.046727
  nChanged 137
		SP:Iteration 19Q (3991.490000 sec): 3 clusters
  Score: Raw -1471985.363302 + Penalty 3094.818973 = -1468890.544330
  nChanged 121
		SP:Iteration 20F (3991.520000 sec): 3 clusters
  Score: Raw -1472053.275605 + Penalty 3094.818973 = -1468958.456632
  nChanged 121
		SP:Iteration 21Q (3991.550000 sec): 3 clusters
  Score: Raw -1472117.312575 + Penalty 3094.818973 = -1469022.493602
  nChanged 111
		SP:Iteration 22Q (3991.580000 sec): 3 clusters
  Score: Raw -1472179.496404 + Penalty 3094.818973 = -1469084.677432
  nChanged 117
		SP:Iteration 23Q (3991.610000 sec): 3 clusters
  Score: Raw -1472237.779928 + Penalty 3094.818973 = -1469142.960955
  nChanged 110
		SP:Iteration 24Q (3991.640000 sec): 3 clusters
  Score: Raw -1472290.494713 + Penalty 3094.818973 = -1469195.675740
  nChanged 99
		SP:Iteration 25Q (3991.660000 sec): 3 clusters
  Score: Raw -1472329.340253 + Penalty 3094.818973 = -1469234.521280
  nChanged 86
		SP:Iteration 26Q (3991.690000 sec): 3 clusters
  Score: Raw -1472370.001739 + Penalty 3094.818973 = -1469275.182766
  nChanged 83
		SP:Iteration 27Q (3991.720000 sec): 3 clusters
  Score: Raw -1472403.103527 + Penalty 3094.818973 = -1469308.284554
  nChanged 70
		SP:Iteration 28Q (3991.750000 sec): 3 clusters
  Score: Raw -1472431.401379 + Penalty 3094.818973 = -1469336.582406
  nChanged 58
		SP:Iteration 29Q (3991.780000 sec): 3 clusters
  Score: Raw -1472455.139944 + Penalty 3094.818973 = -1469360.320972
  nChanged 53
		SP:Iteration 30Q (3991.800000 sec): 3 clusters
  Score: Raw -1472471.147265 + Penalty 3094.818973 = -1469376.328292
  nChanged 39
		SP:Iteration 31Q (3991.840000 sec): 3 clusters
  Score: Raw -1472485.600857 + Penalty 3094.818973 = -1469390.781884
  nChanged 43
		SP:Iteration 32Q (3991.870000 sec): 3 clusters
  Score: Raw -1472501.775484 + Penalty 3094.818973 = -1469406.956511
  nChanged 39
		SP:Iteration 33Q (3991.890000 sec): 3 clusters
  Score: Raw -1472517.610229 + Penalty 3094.818973 = -1469422.791256
  nChanged 29
		SP:Iteration 34Q (3991.920000 sec): 3 clusters
  Score: Raw -1472526.478483 + Penalty 3094.818973 = -1469431.659510
  nChanged 30
		SP:Iteration 35Q (3991.950000 sec): 3 clusters
  Score: Raw -1472536.325946 + Penalty 3094.818973 = -1469441.506973
  nChanged 29
		SP:Iteration 36Q (3991.970000 sec): 3 clusters
  Score: Raw -1472550.155859 + Penalty 3094.818973 = -1469455.336886
  nChanged 34
		SP:Iteration 37Q (3992.000000 sec): 3 clusters
  Score: Raw -1472564.210745 + Penalty 3094.818973 = -1469469.391772
  nChanged 23
		SP:Iteration 38Q (3992.030000 sec): 3 clusters
  Score: Raw -1472571.549784 + Penalty 3094.818973 = -1469476.730812
  nChanged 22
		SP:Iteration 39Q (3992.050000 sec): 3 clusters
  Score: Raw -1472577.368547 + Penalty 3094.818973 = -1469482.549574
  nChanged 17
		SP:Iteration 40F (3992.090000 sec): 3 clusters
  Score: Raw -1472581.694155 + Penalty 3094.818973 = -1469486.875182
  nChanged 10
		SP:Iteration 41Q (3992.120000 sec): 3 clusters
  Score: Raw -1472584.326563 + Penalty 3094.818973 = -1469489.507590
  nChanged 16
		SP:Iteration 42Q (3992.150000 sec): 3 clusters
  Score: Raw -1472588.456871 + Penalty 3094.818973 = -1469493.637898
  nChanged 10
		SP:Iteration 43Q (3992.170000 sec): 3 clusters
  Score: Raw -1472592.144627 + Penalty 3094.818973 = -1469497.325655
  nChanged 9
		SP:Iteration 44Q (3992.200000 sec): 3 clusters
  Score: Raw -1472594.185948 + Penalty 3094.818973 = -1469499.366975
  nChanged 9
		SP:Iteration 45Q (3992.230000 sec): 3 clusters
  Score: Raw -1472596.298971 + Penalty 3094.818973 = -1469501.479998
  nChanged 7
		SP:Iteration 46Q (3992.260000 sec): 3 clusters
  Score: Raw -1472597.350589 + Penalty 3094.818973 = -1469502.531616
  nChanged 5
		SP:Iteration 47Q (3992.290000 sec): 3 clusters
  Score: Raw -1472598.299690 + Penalty 3094.818973 = -1469503.480717
  nChanged 0
		SP:Iteration 48F (3992.320000 sec): 3 clusters
  Score: Raw -1472598.299690 + Penalty 3094.818973 = -1469503.480717
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 44 (3108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.340000 sec): 2 clusters
  Score: Raw -327878.242017 + Penalty 1306.781891 = -326571.460126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.350000 sec): 3 clusters
  Score: Raw -326411.418009 + Penalty 2613.563781 = -323797.854228
  nChanged 1185
		SP:Iteration 1F (3992.350000 sec): 3 clusters
  Score: Raw -327193.181175 + Penalty 2613.563781 = -324579.617393
  nChanged 278
		SP:Iteration 2F (3992.360000 sec): 3 clusters
  Score: Raw -327399.649439 + Penalty 2613.563781 = -324786.085658
  nChanged 196
		SP:Iteration 3F (3992.370000 sec): 3 clusters
  Score: Raw -327568.900709 + Penalty 2613.563781 = -324955.336928
  nChanged 161
		SP:Iteration 4F (3992.370000 sec): 3 clusters
  Score: Raw -327725.265377 + Penalty 2613.563781 = -325111.701596
  nChanged 140
		SP:Iteration 5Q (3992.380000 sec): 3 clusters
  Score: Raw -327844.613216 + Penalty 2613.563781 = -325231.049435
  nChanged 103
		SP:Iteration 6Q (3992.390000 sec): 3 clusters
  Score: Raw -327928.728018 + Penalty 2613.563781 = -325315.164236
  nChanged 102
		SP:Iteration 7Q (3992.400000 sec): 3 clusters
  Score: Raw -328031.289944 + Penalty 2613.563781 = -325417.726163
  nChanged 104
		SP:Iteration 8Q (3992.410000 sec): 3 clusters
  Score: Raw -328120.902002 + Penalty 2613.563781 = -325507.338220
  nChanged 100
		SP:Iteration 9Q (3992.410000 sec): 3 clusters
  Score: Raw -328186.729318 + Penalty 2613.563781 = -325573.165537
  nChanged 79
		SP:Iteration 10Q (3992.420000 sec): 3 clusters
  Score: Raw -328236.566600 + Penalty 2613.563781 = -325623.002819
  nChanged 79
		SP:Iteration 11Q (3992.430000 sec): 3 clusters
  Score: Raw -328284.035284 + Penalty 2613.563781 = -325670.471503
  nChanged 63
		SP:Iteration 12Q (3992.430000 sec): 3 clusters
  Score: Raw -328313.978478 + Penalty 2613.563781 = -325700.414697
  nChanged 45
		SP:Iteration 13Q (3992.440000 sec): 3 clusters
  Score: Raw -328340.888733 + Penalty 2613.563781 = -325727.324952
  nChanged 34
		SP:Iteration 14Q (3992.450000 sec): 3 clusters
  Score: Raw -328355.349392 + Penalty 2613.563781 = -325741.785611
  nChanged 31
		SP:Iteration 15Q (3992.460000 sec): 3 clusters
  Score: Raw -328367.445832 + Penalty 2613.563781 = -325753.882050
  nChanged 27
		SP:Iteration 16Q (3992.460000 sec): 3 clusters
  Score: Raw -328381.997952 + Penalty 2613.563781 = -325768.434170
  nChanged 29
		SP:Iteration 17Q (3992.470000 sec): 3 clusters
  Score: Raw -328395.858571 + Penalty 2613.563781 = -325782.294789
  nChanged 28
		SP:Iteration 18Q (3992.480000 sec): 3 clusters
  Score: Raw -328405.938671 + Penalty 2613.563781 = -325792.374890
  nChanged 19
		SP:Iteration 19Q (3992.490000 sec): 3 clusters
  Score: Raw -328411.800043 + Penalty 2613.563781 = -325798.236261
  nChanged 14
		SP:Iteration 20F (3992.490000 sec): 3 clusters
  Score: Raw -328416.239868 + Penalty 2613.563781 = -325802.676087
  nChanged 18
		SP:Iteration 21Q (3992.500000 sec): 3 clusters
  Score: Raw -328422.798825 + Penalty 2613.563781 = -325809.235044
  nChanged 13
		SP:Iteration 22Q (3992.510000 sec): 3 clusters
  Score: Raw -328428.549071 + Penalty 2613.563781 = -325814.985290
  nChanged 8
		SP:Iteration 23Q (3992.510000 sec): 3 clusters
  Score: Raw -328431.744588 + Penalty 2613.563781 = -325818.180807
  nChanged 12
		SP:Iteration 24Q (3992.520000 sec): 3 clusters
  Score: Raw -328435.798354 + Penalty 2613.563781 = -325822.234573
  nChanged 8
		SP:Iteration 25Q (3992.530000 sec): 3 clusters
  Score: Raw -328438.056275 + Penalty 2613.563781 = -325824.492494
  nChanged 6
		SP:Iteration 26Q (3992.540000 sec): 3 clusters
  Score: Raw -328440.555482 + Penalty 2613.563781 = -325826.991701
  nChanged 14
		SP:Iteration 27Q (3992.550000 sec): 3 clusters
  Score: Raw -328445.619143 + Penalty 2613.563781 = -325832.055361
  nChanged 12
		SP:Iteration 28Q (3992.550000 sec): 3 clusters
  Score: Raw -328449.506138 + Penalty 2613.563781 = -325835.942357
  nChanged 10
		SP:Iteration 29Q (3992.560000 sec): 3 clusters
  Score: Raw -328453.003653 + Penalty 2613.563781 = -325839.439872
  nChanged 11
		SP:Iteration 30Q (3992.560000 sec): 3 clusters
  Score: Raw -328457.285846 + Penalty 2613.563781 = -325843.722064
  nChanged 9
		SP:Iteration 31Q (3992.570000 sec): 3 clusters
  Score: Raw -328459.310137 + Penalty 2613.563781 = -325845.746356
  nChanged 5
		SP:Iteration 32Q (3992.580000 sec): 3 clusters
  Score: Raw -328461.110247 + Penalty 2613.563781 = -325847.546466
  nChanged 3
		SP:Iteration 33Q (3992.580000 sec): 3 clusters
  Score: Raw -328461.953790 + Penalty 2613.563781 = -325848.390009
  nChanged 4
		SP:Iteration 34Q (3992.590000 sec): 3 clusters
  Score: Raw -328463.183575 + Penalty 2613.563781 = -325849.619794
  nChanged 4
		SP:Iteration 35Q (3992.600000 sec): 3 clusters
  Score: Raw -328465.189910 + Penalty 2613.563781 = -325851.626129
  nChanged 1
		SP:Iteration 36Q (3992.610000 sec): 3 clusters
  Score: Raw -328465.275900 + Penalty 2613.563781 = -325851.712119
  nChanged 1
		SP:Iteration 37Q (3992.610000 sec): 3 clusters
  Score: Raw -328465.814824 + Penalty 2613.563781 = -325852.251043
  nChanged 4
		SP:Iteration 38Q (3992.620000 sec): 3 clusters
  Score: Raw -328466.400932 + Penalty 2613.563781 = -325852.837151
  nChanged 4
		SP:Iteration 39Q (3992.630000 sec): 3 clusters
  Score: Raw -328467.406727 + Penalty 2613.563781 = -325853.842945
  nChanged 4
		SP:Iteration 40F (3992.630000 sec): 3 clusters
  Score: Raw -328469.410915 + Penalty 2613.563781 = -325855.847134
  nChanged 5
		SP:Iteration 41Q (3992.640000 sec): 3 clusters
  Score: Raw -328471.413096 + Penalty 2613.563781 = -325857.849315
  nChanged 6
		SP:Iteration 42Q (3992.650000 sec): 3 clusters
  Score: Raw -328473.719602 + Penalty 2613.563781 = -325860.155820
  nChanged 4
		SP:Iteration 43Q (3992.650000 sec): 3 clusters
  Score: Raw -328475.813643 + Penalty 2613.563781 = -325862.249862
  nChanged 5
		SP:Iteration 44Q (3992.660000 sec): 3 clusters
  Score: Raw -328479.093954 + Penalty 2613.563781 = -325865.530173
  nChanged 3
		SP:Iteration 45Q (3992.670000 sec): 3 clusters
  Score: Raw -328480.368076 + Penalty 2613.563781 = -325866.804295
  nChanged 4
		SP:Iteration 46Q (3992.680000 sec): 3 clusters
  Score: Raw -328481.561896 + Penalty 2613.563781 = -325867.998115
  nChanged 2
		SP:Iteration 47Q (3992.690000 sec): 3 clusters
  Score: Raw -328482.067938 + Penalty 2613.563781 = -325868.504157
  nChanged 1
		SP:Iteration 48Q (3992.690000 sec): 3 clusters
  Score: Raw -328482.281389 + Penalty 2613.563781 = -325868.717607
  nChanged 0
		SP:Iteration 49F (3992.700000 sec): 3 clusters
  Score: Raw -328482.281389 + Penalty 2613.563781 = -325868.717607
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 45 (10687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3992.740000 sec): 2 clusters
  Score: Raw -1238492.695289 + Penalty 1507.477291 = -1236985.217998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3992.760000 sec): 3 clusters
  Score: Raw -1232419.055842 + Penalty 3014.954582 = -1229404.101260
  nChanged 4602
		SP:Iteration 1F (3992.790000 sec): 3 clusters
  Score: Raw -1234733.229256 + Penalty 3014.954582 = -1231718.274674
  nChanged 583
		SP:Iteration 2F (3992.820000 sec): 3 clusters
  Score: Raw -1234949.431093 + Penalty 3014.954582 = -1231934.476511
  nChanged 506
		SP:Iteration 3Q (3992.850000 sec): 3 clusters
  Score: Raw -1235152.062023 + Penalty 3014.954582 = -1232137.107441
  nChanged 451
		SP:Iteration 4Q (3992.870000 sec): 3 clusters
  Score: Raw -1235321.734032 + Penalty 3014.954582 = -1232306.779450
  nChanged 403
		SP:Iteration 5Q (3992.900000 sec): 3 clusters
  Score: Raw -1235474.344057 + Penalty 3014.954582 = -1232459.389475
  nChanged 358
		SP:Iteration 6Q (3992.930000 sec): 3 clusters
  Score: Raw -1235635.696624 + Penalty 3014.954582 = -1232620.742042
  nChanged 354
		SP:Iteration 7Q (3992.950000 sec): 3 clusters
  Score: Raw -1235833.431773 + Penalty 3014.954582 = -1232818.477191
  nChanged 382
		SP:Iteration 8Q (3992.980000 sec): 3 clusters
  Score: Raw -1236095.384988 + Penalty 3014.954582 = -1233080.430406
  nChanged 450
		SP:Iteration 9Q (3993.010000 sec): 3 clusters
  Score: Raw -1236396.201551 + Penalty 3014.954582 = -1233381.246969
  nChanged 455
		SP:Iteration 10Q (3993.030000 sec): 3 clusters
  Score: Raw -1236687.230344 + Penalty 3014.954582 = -1233672.275762
  nChanged 451
		SP:Iteration 11Q (3993.060000 sec): 3 clusters
  Score: Raw -1236946.127058 + Penalty 3014.954582 = -1233931.172476
  nChanged 393
		SP:Iteration 12Q (3993.080000 sec): 3 clusters
  Score: Raw -1237139.871786 + Penalty 3014.954582 = -1234124.917204
  nChanged 351
		SP:Iteration 13Q (3993.110000 sec): 3 clusters
  Score: Raw -1237295.528323 + Penalty 3014.954582 = -1234280.573741
  nChanged 298
		SP:Iteration 14Q (3993.130000 sec): 3 clusters
  Score: Raw -1237413.124068 + Penalty 3014.954582 = -1234398.169486
  nChanged 238
		SP:Iteration 15Q (3993.160000 sec): 3 clusters
  Score: Raw -1237504.105462 + Penalty 3014.954582 = -1234489.150881
  nChanged 205
		SP:Iteration 16Q (3993.180000 sec): 3 clusters
  Score: Raw -1237575.440891 + Penalty 3014.954582 = -1234560.486309
  nChanged 173
		SP:Iteration 17Q (3993.210000 sec): 3 clusters
  Score: Raw -1237629.045246 + Penalty 3014.954582 = -1234614.090664
  nChanged 154
		SP:Iteration 18Q (3993.230000 sec): 3 clusters
  Score: Raw -1237671.738329 + Penalty 3014.954582 = -1234656.783747
  nChanged 125
		SP:Iteration 19Q (3993.250000 sec): 3 clusters
  Score: Raw -1237708.637201 + Penalty 3014.954582 = -1234693.682619
  nChanged 124
		SP:Iteration 20F (3993.280000 sec): 3 clusters
  Score: Raw -1237744.507217 + Penalty 3014.954582 = -1234729.552635
  nChanged 147
		SP:Iteration 21Q (3993.310000 sec): 3 clusters
  Score: Raw -1237796.418342 + Penalty 3014.954582 = -1234781.463760
  nChanged 161
		SP:Iteration 22Q (3993.330000 sec): 3 clusters
  Score: Raw -1237853.166971 + Penalty 3014.954582 = -1234838.212389
  nChanged 141
		SP:Iteration 23Q (3993.350000 sec): 3 clusters
  Score: Raw -1237906.142348 + Penalty 3014.954582 = -1234891.187766
  nChanged 147
		SP:Iteration 24Q (3993.380000 sec): 3 clusters
  Score: Raw -1237964.342368 + Penalty 3014.954582 = -1234949.387786
  nChanged 132
		SP:Iteration 25Q (3993.400000 sec): 3 clusters
  Score: Raw -1238009.189085 + Penalty 3014.954582 = -1234994.234503
  nChanged 121
		SP:Iteration 26Q (3993.420000 sec): 3 clusters
  Score: Raw -1238052.026308 + Penalty 3014.954582 = -1235037.071726
  nChanged 114
		SP:Iteration 27Q (3993.450000 sec): 3 clusters
  Score: Raw -1238096.697226 + Penalty 3014.954582 = -1235081.742644
  nChanged 108
		SP:Iteration 28Q (3993.470000 sec): 3 clusters
  Score: Raw -1238135.713621 + Penalty 3014.954582 = -1235120.759039
  nChanged 106
		SP:Iteration 29Q (3993.490000 sec): 3 clusters
  Score: Raw -1238180.729509 + Penalty 3014.954582 = -1235165.774927
  nChanged 104
		SP:Iteration 30Q (3993.520000 sec): 3 clusters
  Score: Raw -1238221.306665 + Penalty 3014.954582 = -1235206.352083
  nChanged 88
		SP:Iteration 31Q (3993.540000 sec): 3 clusters
  Score: Raw -1238248.730127 + Penalty 3014.954582 = -1235233.775545
  nChanged 63
		SP:Iteration 32Q (3993.560000 sec): 3 clusters
  Score: Raw -1238268.562824 + Penalty 3014.954582 = -1235253.608242
  nChanged 73
		SP:Iteration 33Q (3993.590000 sec): 3 clusters
  Score: Raw -1238295.939808 + Penalty 3014.954582 = -1235280.985226
  nChanged 65
		SP:Iteration 34Q (3993.610000 sec): 3 clusters
  Score: Raw -1238322.064219 + Penalty 3014.954582 = -1235307.109637
  nChanged 52
		SP:Iteration 35Q (3993.630000 sec): 3 clusters
  Score: Raw -1238340.603336 + Penalty 3014.954582 = -1235325.648754
  nChanged 49
		SP:Iteration 36Q (3993.650000 sec): 3 clusters
  Score: Raw -1238358.142697 + Penalty 3014.954582 = -1235343.188116
  nChanged 52
		SP:Iteration 37Q (3993.680000 sec): 3 clusters
  Score: Raw -1238376.176727 + Penalty 3014.954582 = -1235361.222145
  nChanged 42
		SP:Iteration 38Q (3993.700000 sec): 3 clusters
  Score: Raw -1238389.770089 + Penalty 3014.954582 = -1235374.815507
  nChanged 41
		SP:Iteration 39Q (3993.720000 sec): 3 clusters
  Score: Raw -1238403.277972 + Penalty 3014.954582 = -1235388.323391
  nChanged 37
		SP:Iteration 40F (3993.750000 sec): 3 clusters
  Score: Raw -1238418.669312 + Penalty 3014.954582 = -1235403.714730
  nChanged 46
		SP:Iteration 41Q (3993.770000 sec): 3 clusters
  Score: Raw -1238441.016978 + Penalty 3014.954582 = -1235426.062397
  nChanged 42
		SP:Iteration 42Q (3993.790000 sec): 3 clusters
  Score: Raw -1238460.674764 + Penalty 3014.954582 = -1235445.720182
  nChanged 34
		SP:Iteration 43Q (3993.810000 sec): 3 clusters
  Score: Raw -1238475.511209 + Penalty 3014.954582 = -1235460.556627
  nChanged 32
		SP:Iteration 44Q (3993.830000 sec): 3 clusters
  Score: Raw -1238487.635305 + Penalty 3014.954582 = -1235472.680723
  nChanged 30
		SP:Iteration 45Q (3993.850000 sec): 3 clusters
  Score: Raw -1238497.837685 + Penalty 3014.954582 = -1235482.883103
  nChanged 29
		SP:Iteration 46Q (3993.880000 sec): 3 clusters
  Score: Raw -1238509.777488 + Penalty 3014.954582 = -1235494.822907
  nChanged 23
		SP:Iteration 47Q (3993.900000 sec): 3 clusters
  Score: Raw -1238517.878863 + Penalty 3014.954582 = -1235502.924281
  nChanged 20
		SP:Iteration 48Q (3993.920000 sec): 3 clusters
  Score: Raw -1238524.890373 + Penalty 3014.954582 = -1235509.935791
  nChanged 17
		SP:Iteration 49Q (3993.940000 sec): 3 clusters
  Score: Raw -1238530.339969 + Penalty 3014.954582 = -1235515.385388
  nChanged 23
		SP:Iteration 50Q (3993.960000 sec): 3 clusters
  Score: Raw -1238537.102369 + Penalty 3014.954582 = -1235522.147787
  nChanged 19
		SP:Iteration 51Q (3993.980000 sec): 3 clusters
  Score: Raw -1238544.053798 + Penalty 3014.954582 = -1235529.099216
  nChanged 21
		SP:Iteration 52Q (3994.000000 sec): 3 clusters
  Score: Raw -1238551.573300 + Penalty 3014.954582 = -1235536.618719
  nChanged 22
		SP:Iteration 53Q (3994.030000 sec): 3 clusters
  Score: Raw -1238558.432636 + Penalty 3014.954582 = -1235543.478054
  nChanged 12
		SP:Iteration 54Q (3994.050000 sec): 3 clusters
  Score: Raw -1238561.843866 + Penalty 3014.954582 = -1235546.889285
  nChanged 11
		SP:Iteration 55Q (3994.070000 sec): 3 clusters
  Score: Raw -1238565.182674 + Penalty 3014.954582 = -1235550.228093
  nChanged 16
		SP:Iteration 56Q (3994.090000 sec): 3 clusters
  Score: Raw -1238570.987716 + Penalty 3014.954582 = -1235556.033134
  nChanged 17
		SP:Iteration 57Q (3994.110000 sec): 3 clusters
  Score: Raw -1238576.773364 + Penalty 3014.954582 = -1235561.818783
  nChanged 19
		SP:Iteration 58Q (3994.130000 sec): 3 clusters
  Score: Raw -1238581.961965 + Penalty 3014.954582 = -1235567.007384
  nChanged 14
		SP:Iteration 59Q (3994.150000 sec): 3 clusters
  Score: Raw -1238586.198641 + Penalty 3014.954582 = -1235571.244059
  nChanged 12
		SP:Iteration 60F (3994.180000 sec): 3 clusters
  Score: Raw -1238590.056400 + Penalty 3014.954582 = -1235575.101818
  nChanged 10
		SP:Iteration 61Q (3994.200000 sec): 3 clusters
  Score: Raw -1238593.137195 + Penalty 3014.954582 = -1235578.182613
  nChanged 6
		SP:Iteration 62Q (3994.220000 sec): 3 clusters
  Score: Raw -1238594.744831 + Penalty 3014.954582 = -1235579.790249
  nChanged 5
		SP:Iteration 63Q (3994.240000 sec): 3 clusters
  Score: Raw -1238595.663112 + Penalty 3014.954582 = -1235580.708530
  nChanged 4
		SP:Iteration 64Q (3994.260000 sec): 3 clusters
  Score: Raw -1238596.413522 + Penalty 3014.954582 = -1235581.458940
  nChanged 3
		SP:Iteration 65Q (3994.280000 sec): 3 clusters
  Score: Raw -1238597.759833 + Penalty 3014.954582 = -1235582.805251
  nChanged 5
		SP:Iteration 66Q (3994.300000 sec): 3 clusters
  Score: Raw -1238600.792322 + Penalty 3014.954582 = -1235585.837740
  nChanged 9
		SP:Iteration 67Q (3994.320000 sec): 3 clusters
  Score: Raw -1238604.657194 + Penalty 3014.954582 = -1235589.702612
  nChanged 9
		SP:Iteration 68Q (3994.340000 sec): 3 clusters
  Score: Raw -1238608.500576 + Penalty 3014.954582 = -1235593.545994
  nChanged 6
		SP:Iteration 69Q (3994.360000 sec): 3 clusters
  Score: Raw -1238611.434297 + Penalty 3014.954582 = -1235596.479715
  nChanged 10
		SP:Iteration 70Q (3994.380000 sec): 3 clusters
  Score: Raw -1238615.968061 + Penalty 3014.954582 = -1235601.013479
  nChanged 18
		SP:Iteration 71Q (3994.410000 sec): 3 clusters
  Score: Raw -1238623.901051 + Penalty 3014.954582 = -1235608.946469
  nChanged 16
		SP:Iteration 72Q (3994.430000 sec): 3 clusters
  Score: Raw -1238631.859856 + Penalty 3014.954582 = -1235616.905274
  nChanged 11
		SP:Iteration 73Q (3994.450000 sec): 3 clusters
  Score: Raw -1238638.489428 + Penalty 3014.954582 = -1235623.534846
  nChanged 13
		SP:Iteration 74Q (3994.470000 sec): 3 clusters
  Score: Raw -1238645.773540 + Penalty 3014.954582 = -1235630.818958
  nChanged 14
		SP:Iteration 75Q (3994.490000 sec): 3 clusters
  Score: Raw -1238652.648607 + Penalty 3014.954582 = -1235637.694025
  nChanged 11
		SP:Iteration 76Q (3994.510000 sec): 3 clusters
  Score: Raw -1238658.303478 + Penalty 3014.954582 = -1235643.348896
  nChanged 12
		SP:Iteration 77Q (3994.530000 sec): 3 clusters
  Score: Raw -1238663.955374 + Penalty 3014.954582 = -1235649.000792
  nChanged 9
		SP:Iteration 78Q (3994.550000 sec): 3 clusters
  Score: Raw -1238668.334875 + Penalty 3014.954582 = -1235653.380293
  nChanged 7
		SP:Iteration 79Q (3994.570000 sec): 3 clusters
  Score: Raw -1238670.675197 + Penalty 3014.954582 = -1235655.720615
  nChanged 10
		SP:Iteration 80F (3994.590000 sec): 3 clusters
  Score: Raw -1238674.140569 + Penalty 3014.954582 = -1235659.185988
  nChanged 7
		SP:Iteration 81Q (3994.610000 sec): 3 clusters
  Score: Raw -1238676.715330 + Penalty 3014.954582 = -1235661.760749
  nChanged 4
		SP:Iteration 82Q (3994.630000 sec): 3 clusters
  Score: Raw -1238677.725328 + Penalty 3014.954582 = -1235662.770746
  nChanged 3
		SP:Iteration 83Q (3994.650000 sec): 3 clusters
  Score: Raw -1238678.768744 + Penalty 3014.954582 = -1235663.814162
  nChanged 4
		SP:Iteration 84Q (3994.680000 sec): 3 clusters
  Score: Raw -1238680.444105 + Penalty 3014.954582 = -1235665.489523
  nChanged 2
		SP:Iteration 85Q (3994.700000 sec): 3 clusters
  Score: Raw -1238681.231820 + Penalty 3014.954582 = -1235666.277238
  nChanged 1
		SP:Iteration 86Q (3994.720000 sec): 3 clusters
  Score: Raw -1238681.360439 + Penalty 3014.954582 = -1235666.405857
  nChanged 0
		SP:Iteration 87F (3994.750000 sec): 3 clusters
  Score: Raw -1238681.360439 + Penalty 3014.954582 = -1235666.405857
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3994.770000 sec): 2 clusters
  Score: Raw -501422.232427 + Penalty 1368.074276 = -500054.158151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3994.780000 sec): 3 clusters
  Score: Raw -499117.043202 + Penalty 2736.148552 = -496380.894650
  nChanged 1806
		SP:Iteration 1F (3994.790000 sec): 3 clusters
  Score: Raw -500282.268934 + Penalty 2736.148552 = -497546.120382
  nChanged 410
		SP:Iteration 2F (3994.800000 sec): 3 clusters
  Score: Raw -500621.203880 + Penalty 2736.148552 = -497885.055328
  nChanged 341
		SP:Iteration 3F (3994.820000 sec): 3 clusters
  Score: Raw -500899.511885 + Penalty 2736.148552 = -498163.363333
  nChanged 293
		SP:Iteration 4F (3994.820000 sec): 3 clusters
  Score: Raw -501137.470105 + Penalty 2736.148552 = -498401.321553
  nChanged 249
		SP:Iteration 5F (3994.840000 sec): 3 clusters
  Score: Raw -501318.494253 + Penalty 2736.148552 = -498582.345700
  nChanged 179
		SP:Iteration 6Q (3994.850000 sec): 3 clusters
  Score: Raw -501429.215547 + Penalty 2736.148552 = -498693.066994
  nChanged 137
		SP:Iteration 7Q (3994.860000 sec): 3 clusters
  Score: Raw -501505.113588 + Penalty 2736.148552 = -498768.965035
  nChanged 104
		SP:Iteration 8Q (3994.870000 sec): 3 clusters
  Score: Raw -501558.649958 + Penalty 2736.148552 = -498822.501406
  nChanged 82
		SP:Iteration 9Q (3994.880000 sec): 3 clusters
  Score: Raw -501598.468363 + Penalty 2736.148552 = -498862.319810
  nChanged 68
		SP:Iteration 10Q (3994.890000 sec): 3 clusters
  Score: Raw -501629.576090 + Penalty 2736.148552 = -498893.427537
  nChanged 42
		SP:Iteration 11Q (3994.900000 sec): 3 clusters
  Score: Raw -501645.681173 + Penalty 2736.148552 = -498909.532620
  nChanged 30
		SP:Iteration 12Q (3994.920000 sec): 3 clusters
  Score: Raw -501658.450411 + Penalty 2736.148552 = -498922.301859
  nChanged 25
		SP:Iteration 13Q (3994.930000 sec): 3 clusters
  Score: Raw -501668.337076 + Penalty 2736.148552 = -498932.188524
  nChanged 17
		SP:Iteration 14Q (3994.940000 sec): 3 clusters
  Score: Raw -501674.461927 + Penalty 2736.148552 = -498938.313375
  nChanged 18
		SP:Iteration 15Q (3994.950000 sec): 3 clusters
  Score: Raw -501681.731816 + Penalty 2736.148552 = -498945.583264
  nChanged 15
		SP:Iteration 16Q (3994.960000 sec): 3 clusters
  Score: Raw -501687.606916 + Penalty 2736.148552 = -498951.458364
  nChanged 14
		SP:Iteration 17Q (3994.970000 sec): 3 clusters
  Score: Raw -501692.361873 + Penalty 2736.148552 = -498956.213321
  nChanged 10
		SP:Iteration 18Q (3994.980000 sec): 3 clusters
  Score: Raw -501696.731764 + Penalty 2736.148552 = -498960.583212
  nChanged 10
		SP:Iteration 19Q (3995.000000 sec): 3 clusters
  Score: Raw -501701.090561 + Penalty 2736.148552 = -498964.942009
  nChanged 9
		SP:Iteration 20F (3995.000000 sec): 3 clusters
  Score: Raw -501704.520402 + Penalty 2736.148552 = -498968.371849
  nChanged 5
		SP:Iteration 21Q (3995.020000 sec): 3 clusters
  Score: Raw -501706.753836 + Penalty 2736.148552 = -498970.605283
  nChanged 5
		SP:Iteration 22Q (3995.030000 sec): 3 clusters
  Score: Raw -501707.842694 + Penalty 2736.148552 = -498971.694142
  nChanged 2
		SP:Iteration 23Q (3995.040000 sec): 3 clusters
  Score: Raw -501708.406397 + Penalty 2736.148552 = -498972.257844
  nChanged 3
		SP:Iteration 24Q (3995.050000 sec): 3 clusters
  Score: Raw -501709.654136 + Penalty 2736.148552 = -498973.505584
  nChanged 4
		SP:Iteration 25Q (3995.060000 sec): 3 clusters
  Score: Raw -501711.245321 + Penalty 2736.148552 = -498975.096769
  nChanged 3
		SP:Iteration 26Q (3995.070000 sec): 3 clusters
  Score: Raw -501712.097545 + Penalty 2736.148552 = -498975.948993
  nChanged 2
		SP:Iteration 27Q (3995.080000 sec): 3 clusters
  Score: Raw -501712.580851 + Penalty 2736.148552 = -498976.432299
  nChanged 1
		SP:Iteration 28Q (3995.090000 sec): 3 clusters
  Score: Raw -501712.931002 + Penalty 2736.148552 = -498976.782450
  nChanged 1
		SP:Iteration 29Q (3995.100000 sec): 3 clusters
  Score: Raw -501713.216451 + Penalty 2736.148552 = -498977.067899
  nChanged 0
		SP:Iteration 30F (3995.120000 sec): 3 clusters
  Score: Raw -501713.216451 + Penalty 2736.148552 = -498977.067899
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (6925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3995.140000 sec): 2 clusters
  Score: Raw -783084.945024 + Penalty 1436.970166 = -781647.974858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3995.160000 sec): 3 clusters
  Score: Raw -779400.456111 + Penalty 2873.940333 = -776526.515778
  nChanged 2882
		SP:Iteration 1F (3995.170000 sec): 3 clusters
  Score: Raw -781031.693409 + Penalty 2873.940333 = -778157.753077
  nChanged 492
		SP:Iteration 2F (3995.190000 sec): 3 clusters
  Score: Raw -781357.591568 + Penalty 2873.940333 = -778483.651235
  nChanged 411
		SP:Iteration 3F (3995.210000 sec): 3 clusters
  Score: Raw -781642.825510 + Penalty 2873.940333 = -778768.885177
  nChanged 376
		SP:Iteration 4F (3995.220000 sec): 3 clusters
  Score: Raw -781932.762173 + Penalty 2873.940333 = -779058.821841
  nChanged 368
		SP:Iteration 5F (3995.240000 sec): 3 clusters
  Score: Raw -782214.900555 + Penalty 2873.940333 = -779340.960223
  nChanged 367
		SP:Iteration 6F (3995.260000 sec): 3 clusters
  Score: Raw -782547.877921 + Penalty 2873.940333 = -779673.937588
  nChanged 329
		SP:Iteration 7Q (3995.280000 sec): 3 clusters
  Score: Raw -782843.598219 + Penalty 2873.940333 = -779969.657887
  nChanged 267
		SP:Iteration 8Q (3995.290000 sec): 3 clusters
  Score: Raw -783039.316617 + Penalty 2873.940333 = -780165.376284
  nChanged 209
		SP:Iteration 9Q (3995.310000 sec): 3 clusters
  Score: Raw -783172.020728 + Penalty 2873.940333 = -780298.080395
  nChanged 151
		SP:Iteration 10Q (3995.320000 sec): 3 clusters
  Score: Raw -783240.980359 + Penalty 2873.940333 = -780367.040026
  nChanged 107
		SP:Iteration 11Q (3995.340000 sec): 3 clusters
  Score: Raw -783281.402633 + Penalty 2873.940333 = -780407.462301
  nChanged 73
		SP:Iteration 12Q (3995.350000 sec): 3 clusters
  Score: Raw -783309.168158 + Penalty 2873.940333 = -780435.227825
  nChanged 72
		SP:Iteration 13Q (3995.370000 sec): 3 clusters
  Score: Raw -783334.736714 + Penalty 2873.940333 = -780460.796382
  nChanged 48
		SP:Iteration 14Q (3995.380000 sec): 3 clusters
  Score: Raw -783346.996581 + Penalty 2873.940333 = -780473.056248
  nChanged 29
		SP:Iteration 15Q (3995.400000 sec): 3 clusters
  Score: Raw -783354.274956 + Penalty 2873.940333 = -780480.334624
  nChanged 28
		SP:Iteration 16Q (3995.410000 sec): 3 clusters
  Score: Raw -783360.291080 + Penalty 2873.940333 = -780486.350748
  nChanged 18
		SP:Iteration 17Q (3995.430000 sec): 3 clusters
  Score: Raw -783363.947461 + Penalty 2873.940333 = -780490.007128
  nChanged 11
		SP:Iteration 18Q (3995.440000 sec): 3 clusters
  Score: Raw -783365.611070 + Penalty 2873.940333 = -780491.670737
  nChanged 12
		SP:Iteration 19Q (3995.460000 sec): 3 clusters
  Score: Raw -783367.766517 + Penalty 2873.940333 = -780493.826184
  nChanged 8
		SP:Iteration 20F (3995.480000 sec): 3 clusters
  Score: Raw -783369.104362 + Penalty 2873.940333 = -780495.164029
  nChanged 8
		SP:Iteration 21Q (3995.490000 sec): 3 clusters
  Score: Raw -783370.945580 + Penalty 2873.940333 = -780497.005248
  nChanged 10
		SP:Iteration 22Q (3995.510000 sec): 3 clusters
  Score: Raw -783373.024764 + Penalty 2873.940333 = -780499.084432
  nChanged 10
		SP:Iteration 23Q (3995.520000 sec): 3 clusters
  Score: Raw -783374.564794 + Penalty 2873.940333 = -780500.624461
  nChanged 7
		SP:Iteration 24Q (3995.540000 sec): 3 clusters
  Score: Raw -783376.184277 + Penalty 2873.940333 = -780502.243944
  nChanged 8
		SP:Iteration 25Q (3995.550000 sec): 3 clusters
  Score: Raw -783377.905305 + Penalty 2873.940333 = -780503.964972
  nChanged 6
		SP:Iteration 26Q (3995.570000 sec): 3 clusters
  Score: Raw -783379.370326 + Penalty 2873.940333 = -780505.429994
  nChanged 9
		SP:Iteration 27Q (3995.580000 sec): 3 clusters
  Score: Raw -783381.204467 + Penalty 2873.940333 = -780507.264134
  nChanged 10
		SP:Iteration 28Q (3995.600000 sec): 3 clusters
  Score: Raw -783383.540901 + Penalty 2873.940333 = -780509.600568
  nChanged 6
		SP:Iteration 29Q (3995.610000 sec): 3 clusters
  Score: Raw -783384.490033 + Penalty 2873.940333 = -780510.549700
  nChanged 9
		SP:Iteration 30Q (3995.630000 sec): 3 clusters
  Score: Raw -783386.573664 + Penalty 2873.940333 = -780512.633331
  nChanged 5
		SP:Iteration 31Q (3995.640000 sec): 3 clusters
  Score: Raw -783387.636686 + Penalty 2873.940333 = -780513.696353
  nChanged 7
		SP:Iteration 32Q (3995.660000 sec): 3 clusters
  Score: Raw -783388.593346 + Penalty 2873.940333 = -780514.653013
  nChanged 2
		SP:Iteration 33Q (3995.670000 sec): 3 clusters
  Score: Raw -783388.926340 + Penalty 2873.940333 = -780514.986007
  nChanged 2
		SP:Iteration 34Q (3995.680000 sec): 3 clusters
  Score: Raw -783389.079772 + Penalty 2873.940333 = -780515.139439
  nChanged 1
		SP:Iteration 35Q (3995.700000 sec): 3 clusters
  Score: Raw -783389.337051 + Penalty 2873.940333 = -780515.396718
  nChanged 4
		SP:Iteration 36Q (3995.720000 sec): 3 clusters
  Score: Raw -783390.059754 + Penalty 2873.940333 = -780516.119421
  nChanged 1
		SP:Iteration 37Q (3995.730000 sec): 3 clusters
  Score: Raw -783390.116827 + Penalty 2873.940333 = -780516.176494
  nChanged 0
		SP:Iteration 38F (3995.750000 sec): 3 clusters
  Score: Raw -783390.116827 + Penalty 2873.940333 = -780516.176494
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3995.800000 sec): 2 clusters
  Score: Raw -1854050.791005 + Penalty 1568.806283 = -1852481.984721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3995.840000 sec): 3 clusters
  Score: Raw -1844786.870098 + Penalty 3137.612567 = -1841649.257532
  nChanged 6905
		SP:Iteration 1F (3995.880000 sec): 3 clusters
  Score: Raw -1848471.863296 + Penalty 3137.612567 = -1845334.250729
  nChanged 801
		SP:Iteration 2F (3995.910000 sec): 3 clusters
  Score: Raw -1848778.427337 + Penalty 3137.612567 = -1845640.814771
  nChanged 758
		SP:Iteration 3Q (3995.950000 sec): 3 clusters
  Score: Raw -1849094.358176 + Penalty 3137.612567 = -1845956.745609
  nChanged 694
		SP:Iteration 4Q (3995.990000 sec): 3 clusters
  Score: Raw -1849403.692112 + Penalty 3137.612567 = -1846266.079545
  nChanged 702
		SP:Iteration 5Q (3996.030000 sec): 3 clusters
  Score: Raw -1849751.348920 + Penalty 3137.612567 = -1846613.736353
  nChanged 725
		SP:Iteration 6Q (3996.070000 sec): 3 clusters
  Score: Raw -1850188.640836 + Penalty 3137.612567 = -1847051.028270
  nChanged 730
		SP:Iteration 7Q (3996.110000 sec): 3 clusters
  Score: Raw -1850680.683780 + Penalty 3137.612567 = -1847543.071214
  nChanged 755
		SP:Iteration 8Q (3996.150000 sec): 3 clusters
  Score: Raw -1851227.544133 + Penalty 3137.612567 = -1848089.931567
  nChanged 735
		SP:Iteration 9Q (3996.180000 sec): 3 clusters
  Score: Raw -1851750.852870 + Penalty 3137.612567 = -1848613.240303
  nChanged 690
		SP:Iteration 10Q (3996.220000 sec): 3 clusters
  Score: Raw -1852259.098029 + Penalty 3137.612567 = -1849121.485463
  nChanged 625
		SP:Iteration 11Q (3996.260000 sec): 3 clusters
  Score: Raw -1852725.474945 + Penalty 3137.612567 = -1849587.862378
  nChanged 515
		SP:Iteration 12Q (3996.300000 sec): 3 clusters
  Score: Raw -1853093.032622 + Penalty 3137.612567 = -1849955.420055
  nChanged 406
		SP:Iteration 13Q (3996.330000 sec): 3 clusters
  Score: Raw -1853392.758221 + Penalty 3137.612567 = -1850255.145654
  nChanged 319
		SP:Iteration 14Q (3996.360000 sec): 3 clusters
  Score: Raw -1853637.788309 + Penalty 3137.612567 = -1850500.175742
  nChanged 241
		SP:Iteration 15Q (3996.390000 sec): 3 clusters
  Score: Raw -1853824.840374 + Penalty 3137.612567 = -1850687.227807
  nChanged 169
		SP:Iteration 16Q (3996.420000 sec): 3 clusters
  Score: Raw -1853949.937265 + Penalty 3137.612567 = -1850812.324699
  nChanged 129
		SP:Iteration 17Q (3996.450000 sec): 3 clusters
  Score: Raw -1854051.193220 + Penalty 3137.612567 = -1850913.580653
  nChanged 74
		SP:Iteration 18Q (3996.480000 sec): 3 clusters
  Score: Raw -1854109.664889 + Penalty 3137.612567 = -1850972.052323
  nChanged 52
		SP:Iteration 19Q (3996.510000 sec): 3 clusters
  Score: Raw -1854152.045881 + Penalty 3137.612567 = -1851014.433315
  nChanged 40
		SP:Iteration 20F (3996.540000 sec): 3 clusters
  Score: Raw -1854181.246054 + Penalty 3137.612567 = -1851043.633487
  nChanged 28
		SP:Iteration 21Q (3996.570000 sec): 3 clusters
  Score: Raw -1854202.952976 + Penalty 3137.612567 = -1851065.340410
  nChanged 18
		SP:Iteration 22Q (3996.600000 sec): 3 clusters
  Score: Raw -1854215.693961 + Penalty 3137.612567 = -1851078.081395
  nChanged 13
		SP:Iteration 23Q (3996.630000 sec): 3 clusters
  Score: Raw -1854226.555983 + Penalty 3137.612567 = -1851088.943416
  nChanged 9
		SP:Iteration 24Q (3996.650000 sec): 3 clusters
  Score: Raw -1854234.247414 + Penalty 3137.612567 = -1851096.634847
  nChanged 9
		SP:Iteration 25Q (3996.680000 sec): 3 clusters
  Score: Raw -1854241.066997 + Penalty 3137.612567 = -1851103.454430
  nChanged 9
		SP:Iteration 26Q (3996.710000 sec): 3 clusters
  Score: Raw -1854248.238043 + Penalty 3137.612567 = -1851110.625476
  nChanged 4
		SP:Iteration 27Q (3996.740000 sec): 3 clusters
  Score: Raw -1854252.489394 + Penalty 3137.612567 = -1851114.876827
  nChanged 3
		SP:Iteration 28Q (3996.760000 sec): 3 clusters
  Score: Raw -1854254.450034 + Penalty 3137.612567 = -1851116.837467
  nChanged 2
		SP:Iteration 29Q (3996.790000 sec): 3 clusters
  Score: Raw -1854256.011305 + Penalty 3137.612567 = -1851118.398738
  nChanged 4
		SP:Iteration 30Q (3996.820000 sec): 3 clusters
  Score: Raw -1854259.784958 + Penalty 3137.612567 = -1851122.172391
  nChanged 7
		SP:Iteration 31Q (3996.840000 sec): 3 clusters
  Score: Raw -1854265.784580 + Penalty 3137.612567 = -1851128.172013
  nChanged 4
		SP:Iteration 32Q (3996.870000 sec): 3 clusters
  Score: Raw -1854269.073274 + Penalty 3137.612567 = -1851131.460708
  nChanged 3
		SP:Iteration 33Q (3996.900000 sec): 3 clusters
  Score: Raw -1854272.328612 + Penalty 3137.612567 = -1851134.716046
  nChanged 3
		SP:Iteration 34Q (3996.930000 sec): 3 clusters
  Score: Raw -1854275.059807 + Penalty 3137.612567 = -1851137.447240
  nChanged 6
		SP:Iteration 35Q (3996.960000 sec): 3 clusters
  Score: Raw -1854280.540290 + Penalty 3137.612567 = -1851142.927724
  nChanged 5
		SP:Iteration 36Q (3996.980000 sec): 3 clusters
  Score: Raw -1854284.557895 + Penalty 3137.612567 = -1851146.945329
  nChanged 6
		SP:Iteration 37Q (3997.010000 sec): 3 clusters
  Score: Raw -1854290.432752 + Penalty 3137.612567 = -1851152.820186
  nChanged 7
		SP:Iteration 38Q (3997.040000 sec): 3 clusters
  Score: Raw -1854295.803765 + Penalty 3137.612567 = -1851158.191199
  nChanged 3
		SP:Iteration 39Q (3997.060000 sec): 3 clusters
  Score: Raw -1854297.737942 + Penalty 3137.612567 = -1851160.125376
  nChanged 1
		SP:Iteration 40F (3997.100000 sec): 3 clusters
  Score: Raw -1854298.133391 + Penalty 3137.612567 = -1851160.520824
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3997.140000 sec): 2 clusters
  Score: Raw -1297637.556861 + Penalty 1515.530908 = -1296122.025954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3997.160000 sec): 3 clusters
  Score: Raw -1291168.800855 + Penalty 3031.061816 = -1288137.739040
  nChanged 4912
		SP:Iteration 1F (3997.190000 sec): 3 clusters
  Score: Raw -1293858.926564 + Penalty 3031.061816 = -1290827.864749
  nChanged 763
		SP:Iteration 2F (3997.220000 sec): 3 clusters
  Score: Raw -1294226.058105 + Penalty 3031.061816 = -1291194.996290
  nChanged 663
		SP:Iteration 3F (3997.240000 sec): 3 clusters
  Score: Raw -1294540.003330 + Penalty 3031.061816 = -1291508.941515
  nChanged 636
		SP:Iteration 4F (3997.270000 sec): 3 clusters
  Score: Raw -1294888.791671 + Penalty 3031.061816 = -1291857.729856
  nChanged 700
		SP:Iteration 5F (3997.300000 sec): 3 clusters
  Score: Raw -1295339.856261 + Penalty 3031.061816 = -1292308.794446
  nChanged 707
		SP:Iteration 6F (3997.330000 sec): 3 clusters
  Score: Raw -1295862.462176 + Penalty 3031.061816 = -1292831.400360
  nChanged 699
		SP:Iteration 7F (3997.360000 sec): 3 clusters
  Score: Raw -1296420.088234 + Penalty 3031.061816 = -1293389.026418
  nChanged 548
		SP:Iteration 8Q (3997.380000 sec): 3 clusters
  Score: Raw -1296837.567742 + Penalty 3031.061816 = -1293806.505926
  nChanged 431
		SP:Iteration 9Q (3997.410000 sec): 3 clusters
  Score: Raw -1297173.390908 + Penalty 3031.061816 = -1294142.329092
  nChanged 321
		SP:Iteration 10Q (3997.440000 sec): 3 clusters
  Score: Raw -1297418.483995 + Penalty 3031.061816 = -1294387.422179
  nChanged 199
		SP:Iteration 11Q (3997.460000 sec): 3 clusters
  Score: Raw -1297566.996264 + Penalty 3031.061816 = -1294535.934448
  nChanged 137
		SP:Iteration 12Q (3997.490000 sec): 3 clusters
  Score: Raw -1297677.728692 + Penalty 3031.061816 = -1294646.666876
  nChanged 97
		SP:Iteration 13Q (3997.520000 sec): 3 clusters
  Score: Raw -1297748.309947 + Penalty 3031.061816 = -1294717.248132
  nChanged 63
		SP:Iteration 14Q (3997.540000 sec): 3 clusters
  Score: Raw -1297799.593521 + Penalty 3031.061816 = -1294768.531705
  nChanged 52
		SP:Iteration 15Q (3997.560000 sec): 3 clusters
  Score: Raw -1297833.220271 + Penalty 3031.061816 = -1294802.158455
  nChanged 43
		SP:Iteration 16Q (3997.590000 sec): 3 clusters
  Score: Raw -1297862.398709 + Penalty 3031.061816 = -1294831.336893
  nChanged 27
		SP:Iteration 17Q (3997.610000 sec): 3 clusters
  Score: Raw -1297876.988866 + Penalty 3031.061816 = -1294845.927051
  nChanged 21
		SP:Iteration 18Q (3997.640000 sec): 3 clusters
  Score: Raw -1297893.986708 + Penalty 3031.061816 = -1294862.924893
  nChanged 23
		SP:Iteration 19Q (3997.660000 sec): 3 clusters
  Score: Raw -1297907.139584 + Penalty 3031.061816 = -1294876.077769
  nChanged 13
		SP:Iteration 20F (3997.690000 sec): 3 clusters
  Score: Raw -1297916.210851 + Penalty 3031.061816 = -1294885.149035
  nChanged 20
		SP:Iteration 21Q (3997.710000 sec): 3 clusters
  Score: Raw -1297931.104791 + Penalty 3031.061816 = -1294900.042975
  nChanged 15
		SP:Iteration 22Q (3997.740000 sec): 3 clusters
  Score: Raw -1297943.723656 + Penalty 3031.061816 = -1294912.661840
  nChanged 12
		SP:Iteration 23Q (3997.760000 sec): 3 clusters
  Score: Raw -1297952.292352 + Penalty 3031.061816 = -1294921.230536
  nChanged 11
		SP:Iteration 24Q (3997.780000 sec): 3 clusters
  Score: Raw -1297959.740277 + Penalty 3031.061816 = -1294928.678461
  nChanged 7
		SP:Iteration 25Q (3997.800000 sec): 3 clusters
  Score: Raw -1297963.424915 + Penalty 3031.061816 = -1294932.363100
  nChanged 3
		SP:Iteration 26Q (3997.820000 sec): 3 clusters
  Score: Raw -1297965.062052 + Penalty 3031.061816 = -1294934.000237
  nChanged 1
		SP:Iteration 27Q (3997.840000 sec): 3 clusters
  Score: Raw -1297965.756732 + Penalty 3031.061816 = -1294934.694916
  nChanged 0
		SP:Iteration 28F (3997.870000 sec): 3 clusters
  Score: Raw -1297965.756732 + Penalty 3031.061816 = -1294934.694916
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3997.890000 sec): 2 clusters
  Score: Raw -383090.996001 + Penalty 1318.772143 = -381772.223858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3997.900000 sec): 3 clusters
  Score: Raw -381479.761783 + Penalty 2637.544287 = -378842.217496
  nChanged 1288
		SP:Iteration 1F (3997.900000 sec): 3 clusters
  Score: Raw -382243.734936 + Penalty 2637.544287 = -379606.190649
  nChanged 261
		SP:Iteration 2F (3997.910000 sec): 3 clusters
  Score: Raw -382396.626050 + Penalty 2637.544287 = -379759.081764
  nChanged 162
		SP:Iteration 3Q (3997.920000 sec): 3 clusters
  Score: Raw -382480.303299 + Penalty 2637.544287 = -379842.759012
  nChanged 112
		SP:Iteration 4Q (3997.930000 sec): 3 clusters
  Score: Raw -382541.073500 + Penalty 2637.544287 = -379903.529213
  nChanged 93
		SP:Iteration 5Q (3997.940000 sec): 3 clusters
  Score: Raw -382599.911566 + Penalty 2637.544287 = -379962.367280
  nChanged 88
		SP:Iteration 6Q (3997.940000 sec): 3 clusters
  Score: Raw -382647.935679 + Penalty 2637.544287 = -380010.391393
  nChanged 71
		SP:Iteration 7Q (3997.950000 sec): 3 clusters
  Score: Raw -382686.469270 + Penalty 2637.544287 = -380048.924984
  nChanged 63
		SP:Iteration 8Q (3997.960000 sec): 3 clusters
  Score: Raw -382718.483377 + Penalty 2637.544287 = -380080.939091
  nChanged 68
		SP:Iteration 9Q (3997.970000 sec): 3 clusters
  Score: Raw -382745.607107 + Penalty 2637.544287 = -380108.062820
  nChanged 55
		SP:Iteration 10Q (3997.980000 sec): 3 clusters
  Score: Raw -382764.868868 + Penalty 2637.544287 = -380127.324582
  nChanged 44
		SP:Iteration 11Q (3997.980000 sec): 3 clusters
  Score: Raw -382785.416711 + Penalty 2637.544287 = -380147.872425
  nChanged 37
		SP:Iteration 12Q (3997.990000 sec): 3 clusters
  Score: Raw -382800.391061 + Penalty 2637.544287 = -380162.846775
  nChanged 40
		SP:Iteration 13Q (3998.000000 sec): 3 clusters
  Score: Raw -382813.933901 + Penalty 2637.544287 = -380176.389615
  nChanged 42
		SP:Iteration 14Q (3998.010000 sec): 3 clusters
  Score: Raw -382829.220369 + Penalty 2637.544287 = -380191.676083
  nChanged 36
		SP:Iteration 15Q (3998.020000 sec): 3 clusters
  Score: Raw -382844.299157 + Penalty 2637.544287 = -380206.754871
  nChanged 33
		SP:Iteration 16Q (3998.020000 sec): 3 clusters
  Score: Raw -382858.117923 + Penalty 2637.544287 = -380220.573636
  nChanged 39
		SP:Iteration 17Q (3998.030000 sec): 3 clusters
  Score: Raw -382877.068104 + Penalty 2637.544287 = -380239.523817
  nChanged 41
		SP:Iteration 18Q (3998.040000 sec): 3 clusters
  Score: Raw -382897.316201 + Penalty 2637.544287 = -380259.771915
  nChanged 33
		SP:Iteration 19Q (3998.050000 sec): 3 clusters
  Score: Raw -382911.090685 + Penalty 2637.544287 = -380273.546399
  nChanged 23
		SP:Iteration 20F (3998.060000 sec): 3 clusters
  Score: Raw -382919.341513 + Penalty 2637.544287 = -380281.797226
  nChanged 28
		SP:Iteration 21Q (3998.060000 sec): 3 clusters
  Score: Raw -382929.130591 + Penalty 2637.544287 = -380291.586305
  nChanged 23
		SP:Iteration 22Q (3998.070000 sec): 3 clusters
  Score: Raw -382936.398490 + Penalty 2637.544287 = -380298.854203
  nChanged 21
		SP:Iteration 23Q (3998.080000 sec): 3 clusters
  Score: Raw -382945.166327 + Penalty 2637.544287 = -380307.622041
  nChanged 30
		SP:Iteration 24Q (3998.090000 sec): 3 clusters
  Score: Raw -382957.990728 + Penalty 2637.544287 = -380320.446442
  nChanged 20
		SP:Iteration 25Q (3998.100000 sec): 3 clusters
  Score: Raw -382964.053926 + Penalty 2637.544287 = -380326.509640
  nChanged 11
		SP:Iteration 26Q (3998.100000 sec): 3 clusters
  Score: Raw -382967.295709 + Penalty 2637.544287 = -380329.751423
  nChanged 10
		SP:Iteration 27Q (3998.110000 sec): 3 clusters
  Score: Raw -382970.190117 + Penalty 2637.544287 = -380332.645830
  nChanged 10
		SP:Iteration 28Q (3998.120000 sec): 3 clusters
  Score: Raw -382972.010927 + Penalty 2637.544287 = -380334.466641
  nChanged 8
		SP:Iteration 29Q (3998.130000 sec): 3 clusters
  Score: Raw -382973.888667 + Penalty 2637.544287 = -380336.344381
  nChanged 10
		SP:Iteration 30Q (3998.140000 sec): 3 clusters
  Score: Raw -382977.177761 + Penalty 2637.544287 = -380339.633474
  nChanged 9
		SP:Iteration 31Q (3998.140000 sec): 3 clusters
  Score: Raw -382979.410669 + Penalty 2637.544287 = -380341.866382
  nChanged 11
		SP:Iteration 32Q (3998.150000 sec): 3 clusters
  Score: Raw -382983.169074 + Penalty 2637.544287 = -380345.624788
  nChanged 16
		SP:Iteration 33Q (3998.160000 sec): 3 clusters
  Score: Raw -382989.496166 + Penalty 2637.544287 = -380351.951880
  nChanged 17
		SP:Iteration 34Q (3998.170000 sec): 3 clusters
  Score: Raw -382996.617431 + Penalty 2637.544287 = -380359.073144
  nChanged 20
		SP:Iteration 35Q (3998.180000 sec): 3 clusters
  Score: Raw -383004.545084 + Penalty 2637.544287 = -380367.000797
  nChanged 24
		SP:Iteration 36Q (3998.180000 sec): 3 clusters
  Score: Raw -383015.506901 + Penalty 2637.544287 = -380377.962615
  nChanged 21
		SP:Iteration 37Q (3998.190000 sec): 3 clusters
  Score: Raw -383024.911078 + Penalty 2637.544287 = -380387.366792
  nChanged 18
		SP:Iteration 38Q (3998.200000 sec): 3 clusters
  Score: Raw -383031.790650 + Penalty 2637.544287 = -380394.246363
  nChanged 18
		SP:Iteration 39Q (3998.210000 sec): 3 clusters
  Score: Raw -383038.845034 + Penalty 2637.544287 = -380401.300747
  nChanged 13
		SP:Iteration 40F (3998.220000 sec): 3 clusters
  Score: Raw -383043.495537 + Penalty 2637.544287 = -380405.951251
  nChanged 9
		SP:Iteration 41Q (3998.220000 sec): 3 clusters
  Score: Raw -383046.196858 + Penalty 2637.544287 = -380408.652571
  nChanged 10
		SP:Iteration 42Q (3998.230000 sec): 3 clusters
  Score: Raw -383049.156272 + Penalty 2637.544287 = -380411.611986
  nChanged 8
		SP:Iteration 43Q (3998.240000 sec): 3 clusters
  Score: Raw -383051.511811 + Penalty 2637.544287 = -380413.967525
  nChanged 8
		SP:Iteration 44Q (3998.250000 sec): 3 clusters
  Score: Raw -383054.563836 + Penalty 2637.544287 = -380417.019549
  nChanged 7
		SP:Iteration 45Q (3998.260000 sec): 3 clusters
  Score: Raw -383056.643865 + Penalty 2637.544287 = -380419.099578
  nChanged 6
		SP:Iteration 46Q (3998.260000 sec): 3 clusters
  Score: Raw -383058.745349 + Penalty 2637.544287 = -380421.201063
  nChanged 8
		SP:Iteration 47Q (3998.270000 sec): 3 clusters
  Score: Raw -383061.234390 + Penalty 2637.544287 = -380423.690103
  nChanged 10
		SP:Iteration 48Q (3998.280000 sec): 3 clusters
  Score: Raw -383063.499754 + Penalty 2637.544287 = -380425.955467
  nChanged 7
		SP:Iteration 49Q (3998.290000 sec): 3 clusters
  Score: Raw -383065.508702 + Penalty 2637.544287 = -380427.964415
  nChanged 7
		SP:Iteration 50Q (3998.300000 sec): 3 clusters
  Score: Raw -383067.685558 + Penalty 2637.544287 = -380430.141271
  nChanged 9
		SP:Iteration 51Q (3998.300000 sec): 3 clusters
  Score: Raw -383070.019691 + Penalty 2637.544287 = -380432.475405
  nChanged 14
		SP:Iteration 52Q (3998.310000 sec): 3 clusters
  Score: Raw -383074.878893 + Penalty 2637.544287 = -380437.334607
  nChanged 13
		SP:Iteration 53Q (3998.320000 sec): 3 clusters
  Score: Raw -383079.844513 + Penalty 2637.544287 = -380442.300226
  nChanged 16
		SP:Iteration 54Q (3998.330000 sec): 3 clusters
  Score: Raw -383088.058797 + Penalty 2637.544287 = -380450.514510
  nChanged 19
		SP:Iteration 55Q (3998.340000 sec): 3 clusters
  Score: Raw -383097.098681 + Penalty 2637.544287 = -380459.554394
  nChanged 20
		SP:Iteration 56Q (3998.340000 sec): 3 clusters
  Score: Raw -383106.750422 + Penalty 2637.544287 = -380469.206135
  nChanged 18
		SP:Iteration 57Q (3998.350000 sec): 3 clusters
  Score: Raw -383114.838343 + Penalty 2637.544287 = -380477.294057
  nChanged 20
		SP:Iteration 58Q (3998.360000 sec): 3 clusters
  Score: Raw -383125.901964 + Penalty 2637.544287 = -380488.357677
  nChanged 30
		SP:Iteration 59Q (3998.370000 sec): 3 clusters
  Score: Raw -383141.092699 + Penalty 2637.544287 = -380503.548412
  nChanged 26
		SP:Iteration 60F (3998.380000 sec): 3 clusters
  Score: Raw -383154.330215 + Penalty 2637.544287 = -380516.785929
  nChanged 17
		SP:Iteration 61Q (3998.380000 sec): 3 clusters
  Score: Raw -383161.268624 + Penalty 2637.544287 = -380523.724337
  nChanged 11
		SP:Iteration 62Q (3998.390000 sec): 3 clusters
  Score: Raw -383165.166707 + Penalty 2637.544287 = -380527.622420
  nChanged 9
		SP:Iteration 63Q (3998.400000 sec): 3 clusters
  Score: Raw -383169.106142 + Penalty 2637.544287 = -380531.561856
  nChanged 11
		SP:Iteration 64Q (3998.400000 sec): 3 clusters
  Score: Raw -383177.052347 + Penalty 2637.544287 = -380539.508061
  nChanged 13
		SP:Iteration 65Q (3998.410000 sec): 3 clusters
  Score: Raw -383184.024809 + Penalty 2637.544287 = -380546.480523
  nChanged 10
		SP:Iteration 66Q (3998.420000 sec): 3 clusters
  Score: Raw -383190.328884 + Penalty 2637.544287 = -380552.784597
  nChanged 9
		SP:Iteration 67Q (3998.430000 sec): 3 clusters
  Score: Raw -383195.375837 + Penalty 2637.544287 = -380557.831551
  nChanged 12
		SP:Iteration 68Q (3998.440000 sec): 3 clusters
  Score: Raw -383200.753066 + Penalty 2637.544287 = -380563.208779
  nChanged 5
		SP:Iteration 69Q (3998.440000 sec): 3 clusters
  Score: Raw -383203.063575 + Penalty 2637.544287 = -380565.519289
  nChanged 7
		SP:Iteration 70Q (3998.450000 sec): 3 clusters
  Score: Raw -383205.999611 + Penalty 2637.544287 = -380568.455324
  nChanged 6
		SP:Iteration 71Q (3998.460000 sec): 3 clusters
  Score: Raw -383208.589271 + Penalty 2637.544287 = -380571.044985
  nChanged 2
		SP:Iteration 72Q (3998.470000 sec): 3 clusters
  Score: Raw -383209.368399 + Penalty 2637.544287 = -380571.824112
  nChanged 3
		SP:Iteration 73Q (3998.480000 sec): 3 clusters
  Score: Raw -383210.913689 + Penalty 2637.544287 = -380573.369403
  nChanged 4
		SP:Iteration 74Q (3998.480000 sec): 3 clusters
  Score: Raw -383213.659482 + Penalty 2637.544287 = -380576.115195
  nChanged 6
		SP:Iteration 75Q (3998.490000 sec): 3 clusters
  Score: Raw -383216.053084 + Penalty 2637.544287 = -380578.508798
  nChanged 6
		SP:Iteration 76Q (3998.500000 sec): 3 clusters
  Score: Raw -383219.366622 + Penalty 2637.544287 = -380581.822335
  nChanged 7
		SP:Iteration 77Q (3998.510000 sec): 3 clusters
  Score: Raw -383222.470418 + Penalty 2637.544287 = -380584.926132
  nChanged 8
		SP:Iteration 78Q (3998.520000 sec): 3 clusters
  Score: Raw -383225.836362 + Penalty 2637.544287 = -380588.292076
  nChanged 7
		SP:Iteration 79Q (3998.520000 sec): 3 clusters
  Score: Raw -383228.626607 + Penalty 2637.544287 = -380591.082320
  nChanged 11
		SP:Iteration 80F (3998.530000 sec): 3 clusters
  Score: Raw -383235.368107 + Penalty 2637.544287 = -380597.823820
  nChanged 15
		SP:Iteration 81Q (3998.540000 sec): 3 clusters
  Score: Raw -383242.824784 + Penalty 2637.544287 = -380605.280497
  nChanged 9
		SP:Iteration 82Q (3998.540000 sec): 3 clusters
  Score: Raw -383246.438161 + Penalty 2637.544287 = -380608.893874
  nChanged 12
		SP:Iteration 83Q (3998.550000 sec): 3 clusters
  Score: Raw -383252.505333 + Penalty 2637.544287 = -380614.961046
  nChanged 16
		SP:Iteration 84Q (3998.560000 sec): 3 clusters
  Score: Raw -383259.966869 + Penalty 2637.544287 = -380622.422583
  nChanged 9
		SP:Iteration 85Q (3998.570000 sec): 3 clusters
  Score: Raw -383266.662913 + Penalty 2637.544287 = -380629.118627
  nChanged 9
		SP:Iteration 86Q (3998.580000 sec): 3 clusters
  Score: Raw -383273.124957 + Penalty 2637.544287 = -380635.580670
  nChanged 7
		SP:Iteration 87Q (3998.580000 sec): 3 clusters
  Score: Raw -383277.515553 + Penalty 2637.544287 = -380639.971266
  nChanged 9
		SP:Iteration 88Q (3998.590000 sec): 3 clusters
  Score: Raw -383283.490180 + Penalty 2637.544287 = -380645.945893
  nChanged 6
		SP:Iteration 89Q (3998.600000 sec): 3 clusters
  Score: Raw -383286.698705 + Penalty 2637.544287 = -380649.154418
  nChanged 3
		SP:Iteration 90Q (3998.610000 sec): 3 clusters
  Score: Raw -383287.742376 + Penalty 2637.544287 = -380650.198090
  nChanged 1
		SP:Iteration 91Q (3998.610000 sec): 3 clusters
  Score: Raw -383288.101996 + Penalty 2637.544287 = -380650.557710
  nChanged 0
		SP:Iteration 92F (3998.620000 sec): 3 clusters
  Score: Raw -383288.101996 + Penalty 2637.544287 = -380650.557710
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (13910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3998.660000 sec): 2 clusters
  Score: Raw -1594980.674050 + Penalty 1550.309034 = -1593430.365016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3998.700000 sec): 3 clusters
  Score: Raw -1586831.745765 + Penalty 3100.618068 = -1583731.127697
  nChanged 6179
		SP:Iteration 1F (3998.730000 sec): 3 clusters
  Score: Raw -1590260.191842 + Penalty 3100.618068 = -1587159.573774
  nChanged 819
		SP:Iteration 2F (3998.760000 sec): 3 clusters
  Score: Raw -1590595.193301 + Penalty 3100.618068 = -1587494.575233
  nChanged 714
		SP:Iteration 3F (3998.800000 sec): 3 clusters
  Score: Raw -1590888.011392 + Penalty 3100.618068 = -1587787.393325
  nChanged 609
		SP:Iteration 4Q (3998.840000 sec): 3 clusters
  Score: Raw -1591116.235795 + Penalty 3100.618068 = -1588015.617728
  nChanged 561
		SP:Iteration 5Q (3998.870000 sec): 3 clusters
  Score: Raw -1591317.252014 + Penalty 3100.618068 = -1588216.633946
  nChanged 488
		SP:Iteration 6Q (3998.900000 sec): 3 clusters
  Score: Raw -1591501.929346 + Penalty 3100.618068 = -1588401.311279
  nChanged 451
		SP:Iteration 7Q (3998.940000 sec): 3 clusters
  Score: Raw -1591674.750859 + Penalty 3100.618068 = -1588574.132791
  nChanged 470
		SP:Iteration 8Q (3998.980000 sec): 3 clusters
  Score: Raw -1591871.528087 + Penalty 3100.618068 = -1588770.910020
  nChanged 498
		SP:Iteration 9Q (3999.010000 sec): 3 clusters
  Score: Raw -1592111.397876 + Penalty 3100.618068 = -1589010.779809
  nChanged 542
		SP:Iteration 10Q (3999.040000 sec): 3 clusters
  Score: Raw -1592395.899865 + Penalty 3100.618068 = -1589295.281797
  nChanged 559
		SP:Iteration 11Q (3999.080000 sec): 3 clusters
  Score: Raw -1592717.510504 + Penalty 3100.618068 = -1589616.892437
  nChanged 619
		SP:Iteration 12Q (3999.110000 sec): 3 clusters
  Score: Raw -1593095.740911 + Penalty 3100.618068 = -1589995.122844
  nChanged 617
		SP:Iteration 13Q (3999.140000 sec): 3 clusters
  Score: Raw -1593475.107383 + Penalty 3100.618068 = -1590374.489315
  nChanged 602
		SP:Iteration 14Q (3999.180000 sec): 3 clusters
  Score: Raw -1593879.184975 + Penalty 3100.618068 = -1590778.566907
  nChanged 545
		SP:Iteration 15Q (3999.210000 sec): 3 clusters
  Score: Raw -1594258.734069 + Penalty 3100.618068 = -1591158.116001
  nChanged 432
		SP:Iteration 16Q (3999.240000 sec): 3 clusters
  Score: Raw -1594567.326840 + Penalty 3100.618068 = -1591466.708773
  nChanged 314
		SP:Iteration 17Q (3999.270000 sec): 3 clusters
  Score: Raw -1594814.114663 + Penalty 3100.618068 = -1591713.496595
  nChanged 233
		SP:Iteration 18Q (3999.300000 sec): 3 clusters
  Score: Raw -1595001.385310 + Penalty 3100.618068 = -1591900.767242
  nChanged 136
		SP:Iteration 19Q (3999.320000 sec): 3 clusters
  Score: Raw -1595105.042163 + Penalty 3100.618068 = -1592004.424095
  nChanged 74
		SP:Iteration 20F (3999.360000 sec): 3 clusters
  Score: Raw -1595159.324975 + Penalty 3100.618068 = -1592058.706907
  nChanged 40
		SP:Iteration 21Q (3999.380000 sec): 3 clusters
  Score: Raw -1595187.962926 + Penalty 3100.618068 = -1592087.344858
  nChanged 28
		SP:Iteration 22Q (3999.410000 sec): 3 clusters
  Score: Raw -1595209.537031 + Penalty 3100.618068 = -1592108.918964
  nChanged 20
		SP:Iteration 23Q (3999.430000 sec): 3 clusters
  Score: Raw -1595227.776852 + Penalty 3100.618068 = -1592127.158784
  nChanged 15
		SP:Iteration 24Q (3999.460000 sec): 3 clusters
  Score: Raw -1595240.581373 + Penalty 3100.618068 = -1592139.963305
  nChanged 8
		SP:Iteration 25Q (3999.480000 sec): 3 clusters
  Score: Raw -1595252.600393 + Penalty 3100.618068 = -1592151.982326
  nChanged 7
		SP:Iteration 26Q (3999.510000 sec): 3 clusters
  Score: Raw -1595260.536890 + Penalty 3100.618068 = -1592159.918823
  nChanged 6
		SP:Iteration 27Q (3999.540000 sec): 3 clusters
  Score: Raw -1595266.081422 + Penalty 3100.618068 = -1592165.463354
  nChanged 4
		SP:Iteration 28Q (3999.560000 sec): 3 clusters
  Score: Raw -1595270.529629 + Penalty 3100.618068 = -1592169.911562
  nChanged 2
		SP:Iteration 29Q (3999.580000 sec): 3 clusters
  Score: Raw -1595272.599584 + Penalty 3100.618068 = -1592171.981516
  nChanged 0
		SP:Iteration 30F (3999.620000 sec): 3 clusters
  Score: Raw -1595272.599584 + Penalty 3100.618068 = -1592171.981516
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 52 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3999.640000 sec): 2 clusters
  Score: Raw -441906.771214 + Penalty 1343.460456 = -440563.310758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3999.640000 sec): 3 clusters
  Score: Raw -439915.450270 + Penalty 2686.920911 = -437228.529358
  nChanged 1530
		SP:Iteration 1F (3999.660000 sec): 3 clusters
  Score: Raw -440723.131767 + Penalty 2686.920911 = -438036.210856
  nChanged 270
		SP:Iteration 2F (3999.660000 sec): 3 clusters
  Score: Raw -440867.641396 + Penalty 2686.920911 = -438180.720484
  nChanged 183
		SP:Iteration 3Q (3999.670000 sec): 3 clusters
  Score: Raw -440954.814048 + Penalty 2686.920911 = -438267.893136
  nChanged 138
		SP:Iteration 4Q (3999.680000 sec): 3 clusters
  Score: Raw -441029.946895 + Penalty 2686.920911 = -438343.025983
  nChanged 129
		SP:Iteration 5Q (3999.690000 sec): 3 clusters
  Score: Raw -441084.373588 + Penalty 2686.920911 = -438397.452676
  nChanged 108
		SP:Iteration 6Q (3999.700000 sec): 3 clusters
  Score: Raw -441127.810322 + Penalty 2686.920911 = -438440.889410
  nChanged 104
		SP:Iteration 7Q (3999.710000 sec): 3 clusters
  Score: Raw -441176.238153 + Penalty 2686.920911 = -438489.317242
  nChanged 109
		SP:Iteration 8Q (3999.720000 sec): 3 clusters
  Score: Raw -441227.169550 + Penalty 2686.920911 = -438540.248638
  nChanged 103
		SP:Iteration 9Q (3999.730000 sec): 3 clusters
  Score: Raw -441272.155811 + Penalty 2686.920911 = -438585.234899
  nChanged 83
		SP:Iteration 10Q (3999.740000 sec): 3 clusters
  Score: Raw -441316.011923 + Penalty 2686.920911 = -438629.091012
  nChanged 80
		SP:Iteration 11Q (3999.750000 sec): 3 clusters
  Score: Raw -441360.344507 + Penalty 2686.920911 = -438673.423595
  nChanged 69
		SP:Iteration 12Q (3999.760000 sec): 3 clusters
  Score: Raw -441394.595732 + Penalty 2686.920911 = -438707.674821
  nChanged 60
		SP:Iteration 13Q (3999.770000 sec): 3 clusters
  Score: Raw -441420.314943 + Penalty 2686.920911 = -438733.394031
  nChanged 49
		SP:Iteration 14Q (3999.780000 sec): 3 clusters
  Score: Raw -441437.928317 + Penalty 2686.920911 = -438751.007405
  nChanged 41
		SP:Iteration 15Q (3999.790000 sec): 3 clusters
  Score: Raw -441453.765328 + Penalty 2686.920911 = -438766.844416
  nChanged 37
		SP:Iteration 16Q (3999.800000 sec): 3 clusters
  Score: Raw -441467.253821 + Penalty 2686.920911 = -438780.332909
  nChanged 36
		SP:Iteration 17Q (3999.800000 sec): 3 clusters
  Score: Raw -441480.977194 + Penalty 2686.920911 = -438794.056282
  nChanged 35
		SP:Iteration 18Q (3999.820000 sec): 3 clusters
  Score: Raw -441492.412988 + Penalty 2686.920911 = -438805.492076
  nChanged 30
		SP:Iteration 19Q (3999.820000 sec): 3 clusters
  Score: Raw -441501.864972 + Penalty 2686.920911 = -438814.944060
  nChanged 24
		SP:Iteration 20F (3999.830000 sec): 3 clusters
  Score: Raw -441509.304651 + Penalty 2686.920911 = -438822.383739
  nChanged 24
		SP:Iteration 21Q (3999.840000 sec): 3 clusters
  Score: Raw -441518.625382 + Penalty 2686.920911 = -438831.704470
  nChanged 32
		SP:Iteration 22Q (3999.850000 sec): 3 clusters
  Score: Raw -441532.834041 + Penalty 2686.920911 = -438845.913130
  nChanged 30
		SP:Iteration 23Q (3999.860000 sec): 3 clusters
  Score: Raw -441543.949251 + Penalty 2686.920911 = -438857.028339
  nChanged 21
		SP:Iteration 24Q (3999.870000 sec): 3 clusters
  Score: Raw -441550.972415 + Penalty 2686.920911 = -438864.051504
  nChanged 19
		SP:Iteration 25Q (3999.880000 sec): 3 clusters
  Score: Raw -441560.803248 + Penalty 2686.920911 = -438873.882336
  nChanged 28
		SP:Iteration 26Q (3999.890000 sec): 3 clusters
  Score: Raw -441572.812888 + Penalty 2686.920911 = -438885.891977
  nChanged 22
		SP:Iteration 27Q (3999.900000 sec): 3 clusters
  Score: Raw -441580.154509 + Penalty 2686.920911 = -438893.233598
  nChanged 20
		SP:Iteration 28Q (3999.910000 sec): 3 clusters
  Score: Raw -441588.630651 + Penalty 2686.920911 = -438901.709739
  nChanged 19
		SP:Iteration 29Q (3999.920000 sec): 3 clusters
  Score: Raw -441596.026792 + Penalty 2686.920911 = -438909.105880
  nChanged 26
		SP:Iteration 30Q (3999.930000 sec): 3 clusters
  Score: Raw -441607.858949 + Penalty 2686.920911 = -438920.938038
  nChanged 29
		SP:Iteration 31Q (3999.940000 sec): 3 clusters
  Score: Raw -441624.445612 + Penalty 2686.920911 = -438937.524701
  nChanged 42
		SP:Iteration 32Q (3999.950000 sec): 3 clusters
  Score: Raw -441639.161894 + Penalty 2686.920911 = -438952.240982
  nChanged 28
		SP:Iteration 33Q (3999.960000 sec): 3 clusters
  Score: Raw -441650.194694 + Penalty 2686.920911 = -438963.273782
  nChanged 27
		SP:Iteration 34Q (3999.960000 sec): 3 clusters
  Score: Raw -441658.901537 + Penalty 2686.920911 = -438971.980626
  nChanged 21
		SP:Iteration 35Q (3999.970000 sec): 3 clusters
  Score: Raw -441668.960024 + Penalty 2686.920911 = -438982.039113
  nChanged 23
		SP:Iteration 36Q (3999.980000 sec): 3 clusters
  Score: Raw -441677.748642 + Penalty 2686.920911 = -438990.827730
  nChanged 16
		SP:Iteration 37Q (3999.990000 sec): 3 clusters
  Score: Raw -441684.051529 + Penalty 2686.920911 = -438997.130617
  nChanged 17
		SP:Iteration 38Q (4000.000000 sec): 3 clusters
  Score: Raw -441690.771399 + Penalty 2686.920911 = -439003.850487
  nChanged 18
		SP:Iteration 39Q (4000.010000 sec): 3 clusters
  Score: Raw -441696.816241 + Penalty 2686.920911 = -439009.895330
  nChanged 21
		SP:Iteration 40F (4000.030000 sec): 3 clusters
  Score: Raw -441702.685136 + Penalty 2686.920911 = -439015.764225
  nChanged 21
		SP:Iteration 41Q (4000.040000 sec): 3 clusters
  Score: Raw -441711.406514 + Penalty 2686.920911 = -439024.485602
  nChanged 20
		SP:Iteration 42Q (4000.050000 sec): 3 clusters
  Score: Raw -441719.775395 + Penalty 2686.920911 = -439032.854483
  nChanged 23
		SP:Iteration 43Q (4000.060000 sec): 3 clusters
  Score: Raw -441728.562279 + Penalty 2686.920911 = -439041.641367
  nChanged 29
		SP:Iteration 44Q (4000.070000 sec): 3 clusters
  Score: Raw -441739.434131 + Penalty 2686.920911 = -439052.513220
  nChanged 29
		SP:Iteration 45Q (4000.080000 sec): 3 clusters
  Score: Raw -441749.767980 + Penalty 2686.920911 = -439062.847069
  nChanged 30
		SP:Iteration 46Q (4000.090000 sec): 3 clusters
  Score: Raw -441762.918675 + Penalty 2686.920911 = -439075.997763
  nChanged 25
		SP:Iteration 47Q (4000.100000 sec): 3 clusters
  Score: Raw -441773.623903 + Penalty 2686.920911 = -439086.702991
  nChanged 21
		SP:Iteration 48Q (4000.110000 sec): 3 clusters
  Score: Raw -441781.681864 + Penalty 2686.920911 = -439094.760953
  nChanged 23
		SP:Iteration 49Q (4000.120000 sec): 3 clusters
  Score: Raw -441791.863464 + Penalty 2686.920911 = -439104.942553
  nChanged 20
		SP:Iteration 50Q (4000.120000 sec): 3 clusters
  Score: Raw -441798.801430 + Penalty 2686.920911 = -439111.880518
  nChanged 16
		SP:Iteration 51Q (4000.140000 sec): 3 clusters
  Score: Raw -441806.534591 + Penalty 2686.920911 = -439119.613679
  nChanged 13
		SP:Iteration 52Q (4000.140000 sec): 3 clusters
  Score: Raw -441811.289367 + Penalty 2686.920911 = -439124.368456
  nChanged 11
		SP:Iteration 53Q (4000.150000 sec): 3 clusters
  Score: Raw -441815.467767 + Penalty 2686.920911 = -439128.546856
  nChanged 12
		SP:Iteration 54Q (4000.160000 sec): 3 clusters
  Score: Raw -441820.157491 + Penalty 2686.920911 = -439133.236580
  nChanged 13
		SP:Iteration 55Q (4000.170000 sec): 3 clusters
  Score: Raw -441824.276146 + Penalty 2686.920911 = -439137.355234
  nChanged 13
		SP:Iteration 56Q (4000.180000 sec): 3 clusters
  Score: Raw -441830.015396 + Penalty 2686.920911 = -439143.094485
  nChanged 16
		SP:Iteration 57Q (4000.190000 sec): 3 clusters
  Score: Raw -441836.421882 + Penalty 2686.920911 = -439149.500971
  nChanged 14
		SP:Iteration 58Q (4000.200000 sec): 3 clusters
  Score: Raw -441842.028637 + Penalty 2686.920911 = -439155.107725
  nChanged 17
		SP:Iteration 59Q (4000.200000 sec): 3 clusters
  Score: Raw -441850.310694 + Penalty 2686.920911 = -439163.389783
  nChanged 17
		SP:Iteration 60F (4000.210000 sec): 3 clusters
  Score: Raw -441856.776355 + Penalty 2686.920911 = -439169.855443
  nChanged 14
		SP:Iteration 61Q (4000.220000 sec): 3 clusters
  Score: Raw -441862.532942 + Penalty 2686.920911 = -439175.612031
  nChanged 18
		SP:Iteration 62Q (4000.230000 sec): 3 clusters
  Score: Raw -441868.671266 + Penalty 2686.920911 = -439181.750354
  nChanged 17
		SP:Iteration 63Q (4000.240000 sec): 3 clusters
  Score: Raw -441873.838792 + Penalty 2686.920911 = -439186.917881
  nChanged 6
		SP:Iteration 64Q (4000.250000 sec): 3 clusters
  Score: Raw -441877.037871 + Penalty 2686.920911 = -439190.116960
  nChanged 14
		SP:Iteration 65Q (4000.260000 sec): 3 clusters
  Score: Raw -441881.430957 + Penalty 2686.920911 = -439194.510046
  nChanged 4
		SP:Iteration 66Q (4000.260000 sec): 3 clusters
  Score: Raw -441882.489912 + Penalty 2686.920911 = -439195.569000
  nChanged 5
		SP:Iteration 67Q (4000.270000 sec): 3 clusters
  Score: Raw -441884.766117 + Penalty 2686.920911 = -439197.845206
  nChanged 3
		SP:Iteration 68Q (4000.280000 sec): 3 clusters
  Score: Raw -441885.675137 + Penalty 2686.920911 = -439198.754225
  nChanged 1
		SP:Iteration 69Q (4000.290000 sec): 3 clusters
  Score: Raw -441885.730908 + Penalty 2686.920911 = -439198.809996
  nChanged 0
		SP:Iteration 70F (4000.300000 sec): 3 clusters
  Score: Raw -441885.730908 + Penalty 2686.920911 = -439198.809996
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 53 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4000.330000 sec): 2 clusters
  Score: Raw -1181279.220831 + Penalty 1504.546796 = -1179774.674036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4000.360000 sec): 3 clusters
  Score: Raw -1175288.485505 + Penalty 3009.093591 = -1172279.391914
  nChanged 4601
		SP:Iteration 1F (4000.380000 sec): 3 clusters
  Score: Raw -1177760.915884 + Penalty 3009.093591 = -1174751.822293
  nChanged 641
		SP:Iteration 2F (4000.410000 sec): 3 clusters
  Score: Raw -1178089.918957 + Penalty 3009.093591 = -1175080.825366
  nChanged 595
		SP:Iteration 3F (4000.430000 sec): 3 clusters
  Score: Raw -1178429.733885 + Penalty 3009.093591 = -1175420.640294
  nChanged 572
		SP:Iteration 4F (4000.460000 sec): 3 clusters
  Score: Raw -1178787.075162 + Penalty 3009.093591 = -1175777.981571
  nChanged 611
		SP:Iteration 5F (4000.480000 sec): 3 clusters
  Score: Raw -1179211.960762 + Penalty 3009.093591 = -1176202.867170
  nChanged 652
		SP:Iteration 6F (4000.510000 sec): 3 clusters
  Score: Raw -1179734.912957 + Penalty 3009.093591 = -1176725.819366
  nChanged 648
		SP:Iteration 7F (4000.540000 sec): 3 clusters
  Score: Raw -1180253.262658 + Penalty 3009.093591 = -1177244.169067
  nChanged 589
		SP:Iteration 8F (4000.560000 sec): 3 clusters
  Score: Raw -1180708.650445 + Penalty 3009.093591 = -1177699.556853
  nChanged 498
		SP:Iteration 9Q (4000.590000 sec): 3 clusters
  Score: Raw -1181073.497491 + Penalty 3009.093591 = -1178064.403900
  nChanged 476
		SP:Iteration 10Q (4000.610000 sec): 3 clusters
  Score: Raw -1181438.261916 + Penalty 3009.093591 = -1178429.168324
  nChanged 350
		SP:Iteration 11Q (4000.640000 sec): 3 clusters
  Score: Raw -1181687.900941 + Penalty 3009.093591 = -1178678.807350
  nChanged 290
		SP:Iteration 12Q (4000.660000 sec): 3 clusters
  Score: Raw -1181870.639426 + Penalty 3009.093591 = -1178861.545835
  nChanged 240
		SP:Iteration 13Q (4000.690000 sec): 3 clusters
  Score: Raw -1182002.586591 + Penalty 3009.093591 = -1178993.493000
  nChanged 170
		SP:Iteration 14Q (4000.720000 sec): 3 clusters
  Score: Raw -1182068.421820 + Penalty 3009.093591 = -1179059.328229
  nChanged 107
		SP:Iteration 15Q (4000.740000 sec): 3 clusters
  Score: Raw -1182099.406032 + Penalty 3009.093591 = -1179090.312440
  nChanged 75
		SP:Iteration 16Q (4000.770000 sec): 3 clusters
  Score: Raw -1182121.663040 + Penalty 3009.093591 = -1179112.569449
  nChanged 58
		SP:Iteration 17Q (4000.790000 sec): 3 clusters
  Score: Raw -1182136.349153 + Penalty 3009.093591 = -1179127.255562
  nChanged 46
		SP:Iteration 18Q (4000.820000 sec): 3 clusters
  Score: Raw -1182147.204193 + Penalty 3009.093591 = -1179138.110602
  nChanged 44
		SP:Iteration 19Q (4000.840000 sec): 3 clusters
  Score: Raw -1182155.440622 + Penalty 3009.093591 = -1179146.347031
  nChanged 37
		SP:Iteration 20F (4000.870000 sec): 3 clusters
  Score: Raw -1182161.784265 + Penalty 3009.093591 = -1179152.690674
  nChanged 24
		SP:Iteration 21Q (4000.900000 sec): 3 clusters
  Score: Raw -1182166.372518 + Penalty 3009.093591 = -1179157.278927
  nChanged 26
		SP:Iteration 22Q (4000.920000 sec): 3 clusters
  Score: Raw -1182171.373685 + Penalty 3009.093591 = -1179162.280094
  nChanged 21
		SP:Iteration 23Q (4000.950000 sec): 3 clusters
  Score: Raw -1182174.474397 + Penalty 3009.093591 = -1179165.380806
  nChanged 18
		SP:Iteration 24Q (4000.970000 sec): 3 clusters
  Score: Raw -1182176.711622 + Penalty 3009.093591 = -1179167.618030
  nChanged 14
		SP:Iteration 25Q (4001.000000 sec): 3 clusters
  Score: Raw -1182178.859951 + Penalty 3009.093591 = -1179169.766359
  nChanged 16
		SP:Iteration 26Q (4001.020000 sec): 3 clusters
  Score: Raw -1182181.548463 + Penalty 3009.093591 = -1179172.454872
  nChanged 15
		SP:Iteration 27Q (4001.050000 sec): 3 clusters
  Score: Raw -1182185.377941 + Penalty 3009.093591 = -1179176.284350
  nChanged 23
		SP:Iteration 28Q (4001.080000 sec): 3 clusters
  Score: Raw -1182189.642251 + Penalty 3009.093591 = -1179180.548659
  nChanged 22
		SP:Iteration 29Q (4001.100000 sec): 3 clusters
  Score: Raw -1182193.500555 + Penalty 3009.093591 = -1179184.406964
  nChanged 19
		SP:Iteration 30Q (4001.130000 sec): 3 clusters
  Score: Raw -1182195.971953 + Penalty 3009.093591 = -1179186.878362
  nChanged 15
		SP:Iteration 31Q (4001.150000 sec): 3 clusters
  Score: Raw -1182197.714314 + Penalty 3009.093591 = -1179188.620723
  nChanged 12
		SP:Iteration 32Q (4001.180000 sec): 3 clusters
  Score: Raw -1182199.366277 + Penalty 3009.093591 = -1179190.272686
  nChanged 9
		SP:Iteration 33Q (4001.200000 sec): 3 clusters
  Score: Raw -1182200.388803 + Penalty 3009.093591 = -1179191.295212
  nChanged 8
		SP:Iteration 34Q (4001.220000 sec): 3 clusters
  Score: Raw -1182201.339155 + Penalty 3009.093591 = -1179192.245564
  nChanged 10
		SP:Iteration 35Q (4001.250000 sec): 3 clusters
  Score: Raw -1182202.516574 + Penalty 3009.093591 = -1179193.422983
  nChanged 12
		SP:Iteration 36Q (4001.270000 sec): 3 clusters
  Score: Raw -1182203.811760 + Penalty 3009.093591 = -1179194.718169
  nChanged 8
		SP:Iteration 37Q (4001.300000 sec): 3 clusters
  Score: Raw -1182204.967339 + Penalty 3009.093591 = -1179195.873747
  nChanged 10
		SP:Iteration 38Q (4001.320000 sec): 3 clusters
  Score: Raw -1182206.535104 + Penalty 3009.093591 = -1179197.441513
  nChanged 13
		SP:Iteration 39Q (4001.340000 sec): 3 clusters
  Score: Raw -1182207.863792 + Penalty 3009.093591 = -1179198.770201
  nChanged 6
		SP:Iteration 40F (4001.370000 sec): 3 clusters
  Score: Raw -1182208.341878 + Penalty 3009.093591 = -1179199.248287
  nChanged 6
		SP:Iteration 41Q (4001.400000 sec): 3 clusters
  Score: Raw -1182209.014581 + Penalty 3009.093591 = -1179199.920989
  nChanged 5
		SP:Iteration 42Q (4001.420000 sec): 3 clusters
  Score: Raw -1182209.517719 + Penalty 3009.093591 = -1179200.424128
  nChanged 3
		SP:Iteration 43Q (4001.440000 sec): 3 clusters
  Score: Raw -1182209.753217 + Penalty 3009.093591 = -1179200.659626
  nChanged 4
		SP:Iteration 44Q (4001.470000 sec): 3 clusters
  Score: Raw -1182210.117829 + Penalty 3009.093591 = -1179201.024238
  nChanged 7
		SP:Iteration 45Q (4001.490000 sec): 3 clusters
  Score: Raw -1182210.625281 + Penalty 3009.093591 = -1179201.531690
  nChanged 4
		SP:Iteration 46Q (4001.520000 sec): 3 clusters
  Score: Raw -1182211.111438 + Penalty 3009.093591 = -1179202.017847
  nChanged 4
		SP:Iteration 47Q (4001.540000 sec): 3 clusters
  Score: Raw -1182211.455447 + Penalty 3009.093591 = -1179202.361856
  nChanged 5
		SP:Iteration 48Q (4001.570000 sec): 3 clusters
  Score: Raw -1182211.782425 + Penalty 3009.093591 = -1179202.688833
  nChanged 3
		SP:Iteration 49Q (4001.590000 sec): 3 clusters
  Score: Raw -1182212.099375 + Penalty 3009.093591 = -1179203.005783
  nChanged 4
		SP:Iteration 50Q (4001.620000 sec): 3 clusters
  Score: Raw -1182212.817296 + Penalty 3009.093591 = -1179203.723705
  nChanged 5
		SP:Iteration 51Q (4001.640000 sec): 3 clusters
  Score: Raw -1182213.389393 + Penalty 3009.093591 = -1179204.295802
  nChanged 6
		SP:Iteration 52Q (4001.660000 sec): 3 clusters
  Score: Raw -1182213.979767 + Penalty 3009.093591 = -1179204.886175
  nChanged 3
		SP:Iteration 53Q (4001.690000 sec): 3 clusters
  Score: Raw -1182214.408729 + Penalty 3009.093591 = -1179205.315138
  nChanged 7
		SP:Iteration 54Q (4001.710000 sec): 3 clusters
  Score: Raw -1182215.503837 + Penalty 3009.093591 = -1179206.410246
  nChanged 10
		SP:Iteration 55Q (4001.740000 sec): 3 clusters
  Score: Raw -1182216.556693 + Penalty 3009.093591 = -1179207.463102
  nChanged 7
		SP:Iteration 56Q (4001.770000 sec): 3 clusters
  Score: Raw -1182217.365021 + Penalty 3009.093591 = -1179208.271430
  nChanged 7
		SP:Iteration 57Q (4001.790000 sec): 3 clusters
  Score: Raw -1182218.472942 + Penalty 3009.093591 = -1179209.379351
  nChanged 14
		SP:Iteration 58Q (4001.820000 sec): 3 clusters
  Score: Raw -1182220.868538 + Penalty 3009.093591 = -1179211.774947
  nChanged 14
		SP:Iteration 59Q (4001.840000 sec): 3 clusters
  Score: Raw -1182222.999612 + Penalty 3009.093591 = -1179213.906021
  nChanged 16
		SP:Iteration 60F (4001.860000 sec): 3 clusters
  Score: Raw -1182225.098027 + Penalty 3009.093591 = -1179216.004436
  nChanged 16
		SP:Iteration 61Q (4001.890000 sec): 3 clusters
  Score: Raw -1182226.653079 + Penalty 3009.093591 = -1179217.559488
  nChanged 2
		SP:Iteration 62Q (4001.910000 sec): 3 clusters
  Score: Raw -1182226.825104 + Penalty 3009.093591 = -1179217.731513
  nChanged 1
		SP:Iteration 63Q (4001.940000 sec): 3 clusters
  Score: Raw -1182226.923485 + Penalty 3009.093591 = -1179217.829894
  nChanged 0
		SP:Iteration 64F (4001.970000 sec): 3 clusters
  Score: Raw -1182226.923485 + Penalty 3009.093591 = -1179217.829894
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 54 (2193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4001.980000 sec): 2 clusters
  Score: Raw -198086.443596 + Penalty 1250.116684 = -196836.326912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4001.980000 sec): 3 clusters
  Score: Raw -197214.687995 + Penalty 2500.233368 = -194714.454626
  nChanged 781
		SP:Iteration 1F (4001.990000 sec): 3 clusters
  Score: Raw -197875.047186 + Penalty 2500.233368 = -195374.813818
  nChanged 211
		SP:Iteration 2F (4002.000000 sec): 3 clusters
  Score: Raw -198161.975899 + Penalty 2500.233368 = -195661.742531
  nChanged 155
		SP:Iteration 3F (4002.000000 sec): 3 clusters
  Score: Raw -198327.225786 + Penalty 2500.233368 = -195826.992418
  nChanged 112
		SP:Iteration 4F (4002.010000 sec): 3 clusters
  Score: Raw -198434.233217 + Penalty 2500.233368 = -195933.999848
  nChanged 84
		SP:Iteration 5Q (4002.010000 sec): 3 clusters
  Score: Raw -198507.946970 + Penalty 2500.233368 = -196007.713602
  nChanged 57
		SP:Iteration 6Q (4002.020000 sec): 3 clusters
  Score: Raw -198545.757576 + Penalty 2500.233368 = -196045.524208
  nChanged 42
		SP:Iteration 7Q (4002.020000 sec): 3 clusters
  Score: Raw -198583.125002 + Penalty 2500.233368 = -196082.891634
  nChanged 44
		SP:Iteration 8Q (4002.030000 sec): 3 clusters
  Score: Raw -198610.410709 + Penalty 2500.233368 = -196110.177341
  nChanged 33
		SP:Iteration 9Q (4002.030000 sec): 3 clusters
  Score: Raw -198629.353012 + Penalty 2500.233368 = -196129.119643
  nChanged 29
		SP:Iteration 10Q (4002.040000 sec): 3 clusters
  Score: Raw -198649.173076 + Penalty 2500.233368 = -196148.939707
  nChanged 25
		SP:Iteration 11Q (4002.040000 sec): 3 clusters
  Score: Raw -198662.888162 + Penalty 2500.233368 = -196162.654794
  nChanged 25
		SP:Iteration 12Q (4002.050000 sec): 3 clusters
  Score: Raw -198680.729596 + Penalty 2500.233368 = -196180.496228
  nChanged 32
		SP:Iteration 13Q (4002.050000 sec): 3 clusters
  Score: Raw -198702.422471 + Penalty 2500.233368 = -196202.189103
  nChanged 25
		SP:Iteration 14Q (4002.060000 sec): 3 clusters
  Score: Raw -198722.425029 + Penalty 2500.233368 = -196222.191661
  nChanged 29
		SP:Iteration 15Q (4002.060000 sec): 3 clusters
  Score: Raw -198740.366139 + Penalty 2500.233368 = -196240.132771
  nChanged 31
		SP:Iteration 16Q (4002.070000 sec): 3 clusters
  Score: Raw -198754.925972 + Penalty 2500.233368 = -196254.692604
  nChanged 21
		SP:Iteration 17Q (4002.070000 sec): 3 clusters
  Score: Raw -198765.010925 + Penalty 2500.233368 = -196264.777557
  nChanged 19
		SP:Iteration 18Q (4002.080000 sec): 3 clusters
  Score: Raw -198774.822178 + Penalty 2500.233368 = -196274.588809
  nChanged 18
		SP:Iteration 19Q (4002.080000 sec): 3 clusters
  Score: Raw -198785.057042 + Penalty 2500.233368 = -196284.823674
  nChanged 20
		SP:Iteration 20F (4002.090000 sec): 3 clusters
  Score: Raw -198796.655942 + Penalty 2500.233368 = -196296.422574
  nChanged 17
		SP:Iteration 21Q (4002.090000 sec): 3 clusters
  Score: Raw -198806.345687 + Penalty 2500.233368 = -196306.112319
  nChanged 19
		SP:Iteration 22Q (4002.100000 sec): 3 clusters
  Score: Raw -198815.926285 + Penalty 2500.233368 = -196315.692917
  nChanged 16
		SP:Iteration 23Q (4002.100000 sec): 3 clusters
  Score: Raw -198827.468013 + Penalty 2500.233368 = -196327.234645
  nChanged 18
		SP:Iteration 24Q (4002.110000 sec): 3 clusters
  Score: Raw -198839.113766 + Penalty 2500.233368 = -196338.880398
  nChanged 13
		SP:Iteration 25Q (4002.110000 sec): 3 clusters
  Score: Raw -198843.469090 + Penalty 2500.233368 = -196343.235721
  nChanged 10
		SP:Iteration 26Q (4002.120000 sec): 3 clusters
  Score: Raw -198848.242746 + Penalty 2500.233368 = -196348.009378
  nChanged 12
		SP:Iteration 27Q (4002.120000 sec): 3 clusters
  Score: Raw -198854.415092 + Penalty 2500.233368 = -196354.181724
  nChanged 12
		SP:Iteration 28Q (4002.120000 sec): 3 clusters
  Score: Raw -198861.319485 + Penalty 2500.233368 = -196361.086117
  nChanged 16
		SP:Iteration 29Q (4002.130000 sec): 3 clusters
  Score: Raw -198871.079666 + Penalty 2500.233368 = -196370.846298
  nChanged 15
		SP:Iteration 30Q (4002.140000 sec): 3 clusters
  Score: Raw -198885.567669 + Penalty 2500.233368 = -196385.334301
  nChanged 23
		SP:Iteration 31Q (4002.140000 sec): 3 clusters
  Score: Raw -198909.481708 + Penalty 2500.233368 = -196409.248340
  nChanged 23
		SP:Iteration 32Q (4002.140000 sec): 3 clusters
  Score: Raw -198935.050214 + Penalty 2500.233368 = -196434.816846
  nChanged 26
		SP:Iteration 33Q (4002.150000 sec): 3 clusters
  Score: Raw -198950.330933 + Penalty 2500.233368 = -196450.097565
  nChanged 19
		SP:Iteration 34Q (4002.160000 sec): 3 clusters
  Score: Raw -198969.212424 + Penalty 2500.233368 = -196468.979055
  nChanged 28
		SP:Iteration 35Q (4002.160000 sec): 3 clusters
  Score: Raw -199000.260484 + Penalty 2500.233368 = -196500.027116
  nChanged 34
		SP:Iteration 36Q (4002.160000 sec): 3 clusters
  Score: Raw -199035.950788 + Penalty 2500.233368 = -196535.717419
  nChanged 37
		SP:Iteration 37Q (4002.170000 sec): 3 clusters
  Score: Raw -199068.725748 + Penalty 2500.233368 = -196568.492380
  nChanged 33
		SP:Iteration 38Q (4002.180000 sec): 3 clusters
  Score: Raw -199096.914196 + Penalty 2500.233368 = -196596.680828
  nChanged 29
		SP:Iteration 39Q (4002.180000 sec): 3 clusters
  Score: Raw -199127.830033 + Penalty 2500.233368 = -196627.596665
  nChanged 33
		SP:Iteration 40F (4002.180000 sec): 3 clusters
  Score: Raw -199164.099233 + Penalty 2500.233368 = -196663.865864
  nChanged 27
		SP:Iteration 41Q (4002.190000 sec): 3 clusters
  Score: Raw -199189.658713 + Penalty 2500.233368 = -196689.425345
  nChanged 27
		SP:Iteration 42Q (4002.190000 sec): 3 clusters
  Score: Raw -199211.401494 + Penalty 2500.233368 = -196711.168126
  nChanged 25
		SP:Iteration 43Q (4002.200000 sec): 3 clusters
  Score: Raw -199235.949084 + Penalty 2500.233368 = -196735.715716
  nChanged 29
		SP:Iteration 44Q (4002.200000 sec): 3 clusters
  Score: Raw -199263.330167 + Penalty 2500.233368 = -196763.096799
  nChanged 20
		SP:Iteration 45Q (4002.210000 sec): 3 clusters
  Score: Raw -199301.599695 + Penalty 2500.233368 = -196801.366326
  nChanged 32
		SP:Iteration 46Q (4002.210000 sec): 3 clusters
  Score: Raw -199365.264626 + Penalty 2500.233368 = -196865.031258
  nChanged 21
		SP:Iteration 47Q (4002.220000 sec): 3 clusters
  Score: Raw -199414.233127 + Penalty 2500.233368 = -196913.999759
  nChanged 14
		SP:Iteration 48Q (4002.220000 sec): 3 clusters
  Score: Raw -199429.716799 + Penalty 2500.233368 = -196929.483431
  nChanged 10
		SP:Iteration 49Q (4002.230000 sec): 3 clusters
  Score: Raw -199435.833748 + Penalty 2500.233368 = -196935.600379
  nChanged 8
		SP:Iteration 50Q (4002.230000 sec): 3 clusters
  Score: Raw -199439.095868 + Penalty 2500.233368 = -196938.862499
  nChanged 5
		SP:Iteration 51Q (4002.240000 sec): 3 clusters
  Score: Raw -199440.966420 + Penalty 2500.233368 = -196940.733052
  nChanged 5
		SP:Iteration 52Q (4002.240000 sec): 3 clusters
  Score: Raw -199443.003119 + Penalty 2500.233368 = -196942.769751
  nChanged 3
		SP:Iteration 53Q (4002.240000 sec): 3 clusters
  Score: Raw -199444.302812 + Penalty 2500.233368 = -196944.069444
  nChanged 4
		SP:Iteration 54Q (4002.250000 sec): 3 clusters
  Score: Raw -199445.800813 + Penalty 2500.233368 = -196945.567445
  nChanged 3
		SP:Iteration 55Q (4002.250000 sec): 3 clusters
  Score: Raw -199447.467895 + Penalty 2500.233368 = -196947.234527
  nChanged 2
		SP:Iteration 56Q (4002.260000 sec): 3 clusters
  Score: Raw -199449.178543 + Penalty 2500.233368 = -196948.945174
  nChanged 2
		SP:Iteration 57Q (4002.260000 sec): 3 clusters
  Score: Raw -199449.639454 + Penalty 2500.233368 = -196949.406085
  nChanged 0
		SP:Iteration 58F (4002.270000 sec): 3 clusters
  Score: Raw -199450.559131 + Penalty 2500.233368 = -196950.325763
  nChanged 1
		SP:Iteration 59Q (4002.270000 sec): 3 clusters
  Score: Raw -199451.204522 + Penalty 2500.233368 = -196950.971153
  nChanged 1
		SP:Iteration 60F (4002.280000 sec): 3 clusters
  Score: Raw -199451.720733 + Penalty 2500.233368 = -196951.487364
  nChanged 1
		SP:Iteration 61Q (4002.280000 sec): 3 clusters
  Score: Raw -199451.984631 + Penalty 2500.233368 = -196951.751263
  nChanged 0
		SP:Iteration 62F (4002.290000 sec): 3 clusters
  Score: Raw -199451.984631 + Penalty 2500.233368 = -196951.751263
  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 12.42 GB.

 Trying to split cluster 55 (5030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4002.310000 sec): 2 clusters
  Score: Raw -572851.423191 + Penalty 1385.015980 = -571466.407210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4002.320000 sec): 3 clusters
  Score: Raw -570166.572011 + Penalty 2770.031961 = -567396.540051
  nChanged 2101
		SP:Iteration 1F (4002.330000 sec): 3 clusters
  Score: Raw -571344.407857 + Penalty 2770.031961 = -568574.375897
  nChanged 357
		SP:Iteration 2F (4002.340000 sec): 3 clusters
  Score: Raw -571543.467600 + Penalty 2770.031961 = -568773.435639
  nChanged 253
		SP:Iteration 3F (4002.360000 sec): 3 clusters
  Score: Raw -571682.922215 + Penalty 2770.031961 = -568912.890254
  nChanged 218
		SP:Iteration 4Q (4002.370000 sec): 3 clusters
  Score: Raw -571801.893307 + Penalty 2770.031961 = -569031.861347
  nChanged 187
		SP:Iteration 5Q (4002.380000 sec): 3 clusters
  Score: Raw -571901.777523 + Penalty 2770.031961 = -569131.745563
  nChanged 172
		SP:Iteration 6Q (4002.390000 sec): 3 clusters
  Score: Raw -571986.538090 + Penalty 2770.031961 = -569216.506130
  nChanged 144
		SP:Iteration 7Q (4002.400000 sec): 3 clusters
  Score: Raw -572059.839457 + Penalty 2770.031961 = -569289.807496
  nChanged 137
		SP:Iteration 8Q (4002.420000 sec): 3 clusters
  Score: Raw -572128.937739 + Penalty 2770.031961 = -569358.905778
  nChanged 127
		SP:Iteration 9Q (4002.430000 sec): 3 clusters
  Score: Raw -572202.370769 + Penalty 2770.031961 = -569432.338809
  nChanged 131
		SP:Iteration 10Q (4002.440000 sec): 3 clusters
  Score: Raw -572285.558622 + Penalty 2770.031961 = -569515.526662
  nChanged 127
		SP:Iteration 11Q (4002.450000 sec): 3 clusters
  Score: Raw -572366.256830 + Penalty 2770.031961 = -569596.224869
  nChanged 113
		SP:Iteration 12Q (4002.460000 sec): 3 clusters
  Score: Raw -572445.021475 + Penalty 2770.031961 = -569674.989515
  nChanged 103
		SP:Iteration 13Q (4002.480000 sec): 3 clusters
  Score: Raw -572526.222741 + Penalty 2770.031961 = -569756.190780
  nChanged 110
		SP:Iteration 14Q (4002.490000 sec): 3 clusters
  Score: Raw -572614.196439 + Penalty 2770.031961 = -569844.164479
  nChanged 103
		SP:Iteration 15Q (4002.500000 sec): 3 clusters
  Score: Raw -572705.675436 + Penalty 2770.031961 = -569935.643476
  nChanged 85
		SP:Iteration 16Q (4002.510000 sec): 3 clusters
  Score: Raw -572758.961455 + Penalty 2770.031961 = -569988.929494
  nChanged 52
		SP:Iteration 17Q (4002.520000 sec): 3 clusters
  Score: Raw -572807.373308 + Penalty 2770.031961 = -570037.341347
  nChanged 53
		SP:Iteration 18Q (4002.530000 sec): 3 clusters
  Score: Raw -572849.358578 + Penalty 2770.031961 = -570079.326618
  nChanged 45
		SP:Iteration 19Q (4002.540000 sec): 3 clusters
  Score: Raw -572891.091520 + Penalty 2770.031961 = -570121.059559
  nChanged 53
		SP:Iteration 20F (4002.550000 sec): 3 clusters
  Score: Raw -572946.420564 + Penalty 2770.031961 = -570176.388604
  nChanged 43
		SP:Iteration 21Q (4002.560000 sec): 3 clusters
  Score: Raw -572989.819959 + Penalty 2770.031961 = -570219.787999
  nChanged 49
		SP:Iteration 22Q (4002.570000 sec): 3 clusters
  Score: Raw -573030.117634 + Penalty 2770.031961 = -570260.085673
  nChanged 39
		SP:Iteration 23Q (4002.580000 sec): 3 clusters
  Score: Raw -573062.055570 + Penalty 2770.031961 = -570292.023610
  nChanged 36
		SP:Iteration 24Q (4002.590000 sec): 3 clusters
  Score: Raw -573083.034566 + Penalty 2770.031961 = -570313.002605
  nChanged 28
		SP:Iteration 25Q (4002.600000 sec): 3 clusters
  Score: Raw -573096.907492 + Penalty 2770.031961 = -570326.875532
  nChanged 14
		SP:Iteration 26Q (4002.610000 sec): 3 clusters
  Score: Raw -573104.557036 + Penalty 2770.031961 = -570334.525075
  nChanged 11
		SP:Iteration 27Q (4002.620000 sec): 3 clusters
  Score: Raw -573111.018652 + Penalty 2770.031961 = -570340.986692
  nChanged 9
		SP:Iteration 28Q (4002.630000 sec): 3 clusters
  Score: Raw -573117.300236 + Penalty 2770.031961 = -570347.268276
  nChanged 7
		SP:Iteration 29Q (4002.640000 sec): 3 clusters
  Score: Raw -573120.821760 + Penalty 2770.031961 = -570350.789800
  nChanged 8
		SP:Iteration 30Q (4002.650000 sec): 3 clusters
  Score: Raw -573125.801079 + Penalty 2770.031961 = -570355.769119
  nChanged 12
		SP:Iteration 31Q (4002.660000 sec): 3 clusters
  Score: Raw -573133.443797 + Penalty 2770.031961 = -570363.411836
  nChanged 12
		SP:Iteration 32Q (4002.660000 sec): 3 clusters
  Score: Raw -573140.088964 + Penalty 2770.031961 = -570370.057004
  nChanged 9
		SP:Iteration 33Q (4002.680000 sec): 3 clusters
  Score: Raw -573147.023699 + Penalty 2770.031961 = -570376.991739
  nChanged 7
		SP:Iteration 34Q (4002.680000 sec): 3 clusters
  Score: Raw -573150.468337 + Penalty 2770.031961 = -570380.436376
  nChanged 8
		SP:Iteration 35Q (4002.690000 sec): 3 clusters
  Score: Raw -573154.282649 + Penalty 2770.031961 = -570384.250688
  nChanged 6
		SP:Iteration 36Q (4002.700000 sec): 3 clusters
  Score: Raw -573156.901008 + Penalty 2770.031961 = -570386.869048
  nChanged 7
		SP:Iteration 37Q (4002.710000 sec): 3 clusters
  Score: Raw -573159.118976 + Penalty 2770.031961 = -570389.087015
  nChanged 4
		SP:Iteration 38Q (4002.720000 sec): 3 clusters
  Score: Raw -573160.986169 + Penalty 2770.031961 = -570390.954208
  nChanged 2
		SP:Iteration 39Q (4002.730000 sec): 3 clusters
  Score: Raw -573161.617999 + Penalty 2770.031961 = -570391.586038
  nChanged 2
		SP:Iteration 40F (4002.740000 sec): 3 clusters
  Score: Raw -573162.621210 + Penalty 2770.031961 = -570392.589250
  nChanged 3
		SP:Iteration 41Q (4002.750000 sec): 3 clusters
  Score: Raw -573163.954333 + Penalty 2770.031961 = -570393.922372
  nChanged 5
		SP:Iteration 42Q (4002.760000 sec): 3 clusters
  Score: Raw -573165.918230 + Penalty 2770.031961 = -570395.886270
  nChanged 3
		SP:Iteration 43Q (4002.770000 sec): 3 clusters
  Score: Raw -573166.683347 + Penalty 2770.031961 = -570396.651387
  nChanged 0
		SP:Iteration 44F (4002.780000 sec): 3 clusters
  Score: Raw -573166.683347 + Penalty 2770.031961 = -570396.651387
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 56 (64991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4002.980000 sec): 2 clusters
  Score: Raw -7687775.434248 + Penalty 1800.825663 = -7685974.608586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4003.150000 sec): 3 clusters
  Score: Raw -7646199.482924 + Penalty 3601.651325 = -7642597.831599
  nChanged 30595
		SP:Iteration 1F (4003.320000 sec): 3 clusters
  Score: Raw -7663632.576476 + Penalty 3601.651325 = -7660030.925150
  nChanged 2477
		SP:Iteration 2Q (4003.480000 sec): 3 clusters
  Score: Raw -7664436.842595 + Penalty 3601.651325 = -7660835.191269
  nChanged 2709
		SP:Iteration 3Q (4003.660000 sec): 3 clusters
  Score: Raw -7665537.228233 + Penalty 3601.651325 = -7661935.576907
  nChanged 3208
		SP:Iteration 4Q (4003.830000 sec): 3 clusters
  Score: Raw -7667123.293304 + Penalty 3601.651325 = -7663521.641978
  nChanged 3804
		SP:Iteration 5F (4003.990000 sec): 3 clusters
  Score: Raw -7669291.814692 + Penalty 3601.651325 = -7665690.163367
  nChanged 4412
		SP:Iteration 6F (4004.160000 sec): 3 clusters
  Score: Raw -7672307.085566 + Penalty 3601.651325 = -7668705.434241
  nChanged 4940
		SP:Iteration 7F (4004.320000 sec): 3 clusters
  Score: Raw -7676279.943012 + Penalty 3601.651325 = -7672678.291687
  nChanged 4927
		SP:Iteration 8F (4004.490000 sec): 3 clusters
  Score: Raw -7680739.947569 + Penalty 3601.651325 = -7677138.296244
  nChanged 3876
		SP:Iteration 9F (4004.660000 sec): 3 clusters
  Score: Raw -7684391.072447 + Penalty 3601.651325 = -7680789.421121
  nChanged 2253
		SP:Iteration 10Q (4004.810000 sec): 3 clusters
  Score: Raw -7686473.793867 + Penalty 3601.651325 = -7682872.142541
  nChanged 1007
		SP:Iteration 11Q (4004.960000 sec): 3 clusters
  Score: Raw -7687385.551394 + Penalty 3601.651325 = -7683783.900069
  nChanged 348
		SP:Iteration 12Q (4005.080000 sec): 3 clusters
  Score: Raw -7687742.481848 + Penalty 3601.651325 = -7684140.830523
  nChanged 102
		SP:Iteration 13Q (4005.200000 sec): 3 clusters
  Score: Raw -7687859.770553 + Penalty 3601.651325 = -7684258.119228
  nChanged 29
		SP:Iteration 14Q (4005.320000 sec): 3 clusters
  Score: Raw -7687900.502782 + Penalty 3601.651325 = -7684298.851457
  nChanged 13
		SP:Iteration 15Q (4005.440000 sec): 3 clusters
  Score: Raw -7687923.837024 + Penalty 3601.651325 = -7684322.185699
  nChanged 12
		SP:Iteration 16Q (4005.550000 sec): 3 clusters
  Score: Raw -7687943.711329 + Penalty 3601.651325 = -7684342.060004
  nChanged 9
		SP:Iteration 17Q (4005.660000 sec): 3 clusters
  Score: Raw -7687956.535048 + Penalty 3601.651325 = -7684354.883722
  nChanged 3
		SP:Iteration 18Q (4005.770000 sec): 3 clusters
  Score: Raw -7687960.543216 + Penalty 3601.651325 = -7684358.891890
  nChanged 0
		SP:Iteration 19F (4005.940000 sec): 3 clusters
  Score: Raw -7687960.543216 + Penalty 3601.651325 = -7684358.891890
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 57 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4005.980000 sec): 2 clusters
  Score: Raw -257910.175273 + Penalty 1263.072316 = -256647.102956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4005.980000 sec): 3 clusters
  Score: Raw -256856.888645 + Penalty 2526.144633 = -254330.744012
  nChanged 853
		SP:Iteration 1F (4005.990000 sec): 3 clusters
  Score: Raw -257362.806647 + Penalty 2526.144633 = -254836.662014
  nChanged 220
		SP:Iteration 2F (4005.990000 sec): 3 clusters
  Score: Raw -257515.446778 + Penalty 2526.144633 = -254989.302145
  nChanged 142
		SP:Iteration 3F (4006.000000 sec): 3 clusters
  Score: Raw -257635.444000 + Penalty 2526.144633 = -255109.299367
  nChanged 129
		SP:Iteration 4F (4006.000000 sec): 3 clusters
  Score: Raw -257766.884336 + Penalty 2526.144633 = -255240.739703
  nChanged 124
		SP:Iteration 5F (4006.010000 sec): 3 clusters
  Score: Raw -257892.360616 + Penalty 2526.144633 = -255366.215983
  nChanged 115
		SP:Iteration 6Q (4006.020000 sec): 3 clusters
  Score: Raw -258045.876986 + Penalty 2526.144633 = -255519.732353
  nChanged 122
		SP:Iteration 7F (4006.020000 sec): 3 clusters
  Score: Raw -258232.733622 + Penalty 2526.144633 = -255706.588989
  nChanged 121
		SP:Iteration 8F (4006.030000 sec): 3 clusters
  Score: Raw -258408.161787 + Penalty 2526.144633 = -255882.017154
  nChanged 102
		SP:Iteration 9Q (4006.030000 sec): 3 clusters
  Score: Raw -258552.984227 + Penalty 2526.144633 = -256026.839594
  nChanged 102
		SP:Iteration 10Q (4006.040000 sec): 3 clusters
  Score: Raw -258667.805927 + Penalty 2526.144633 = -256141.661295
  nChanged 72
		SP:Iteration 11Q (4006.040000 sec): 3 clusters
  Score: Raw -258757.308517 + Penalty 2526.144633 = -256231.163884
  nChanged 45
		SP:Iteration 12Q (4006.050000 sec): 3 clusters
  Score: Raw -258802.811070 + Penalty 2526.144633 = -256276.666437
  nChanged 41
		SP:Iteration 13Q (4006.060000 sec): 3 clusters
  Score: Raw -258840.733353 + Penalty 2526.144633 = -256314.588720
  nChanged 31
		SP:Iteration 14Q (4006.060000 sec): 3 clusters
  Score: Raw -258867.941118 + Penalty 2526.144633 = -256341.796485
  nChanged 18
		SP:Iteration 15Q (4006.060000 sec): 3 clusters
  Score: Raw -258885.933453 + Penalty 2526.144633 = -256359.788820
  nChanged 17
		SP:Iteration 16Q (4006.070000 sec): 3 clusters
  Score: Raw -258900.115367 + Penalty 2526.144633 = -256373.970734
  nChanged 11
		SP:Iteration 17Q (4006.080000 sec): 3 clusters
  Score: Raw -258907.803135 + Penalty 2526.144633 = -256381.658503
  nChanged 12
		SP:Iteration 18Q (4006.080000 sec): 3 clusters
  Score: Raw -258919.526225 + Penalty 2526.144633 = -256393.381592
  nChanged 8
		SP:Iteration 19Q (4006.080000 sec): 3 clusters
  Score: Raw -258924.451966 + Penalty 2526.144633 = -256398.307333
  nChanged 5
		SP:Iteration 20F (4006.090000 sec): 3 clusters
  Score: Raw -258928.062965 + Penalty 2526.144633 = -256401.918332
  nChanged 5
		SP:Iteration 21Q (4006.100000 sec): 3 clusters
  Score: Raw -258930.359413 + Penalty 2526.144633 = -256404.214780
  nChanged 2
		SP:Iteration 22Q (4006.100000 sec): 3 clusters
  Score: Raw -258931.028300 + Penalty 2526.144633 = -256404.883667
  nChanged 0
		SP:Iteration 23F (4006.100000 sec): 3 clusters
  Score: Raw -258931.028300 + Penalty 2526.144633 = -256404.883667
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 58 (18998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4006.160000 sec): 2 clusters
  Score: Raw -2267682.922387 + Penalty 1600.964461 = -2266081.957926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4006.210000 sec): 3 clusters
  Score: Raw -2256220.263745 + Penalty 3201.928922 = -2253018.334823
  nChanged 8638
		SP:Iteration 1F (4006.260000 sec): 3 clusters
  Score: Raw -2260862.860784 + Penalty 3201.928922 = -2257660.931862
  nChanged 976
		SP:Iteration 2F (4006.300000 sec): 3 clusters
  Score: Raw -2261196.813872 + Penalty 3201.928922 = -2257994.884950
  nChanged 855
		SP:Iteration 3Q (4006.350000 sec): 3 clusters
  Score: Raw -2261525.323312 + Penalty 3201.928922 = -2258323.394391
  nChanged 919
		SP:Iteration 4Q (4006.400000 sec): 3 clusters
  Score: Raw -2261976.721053 + Penalty 3201.928922 = -2258774.792131
  nChanged 1077
		SP:Iteration 5F (4006.450000 sec): 3 clusters
  Score: Raw -2262641.963297 + Penalty 3201.928922 = -2259440.034376
  nChanged 1262
		SP:Iteration 6F (4006.500000 sec): 3 clusters
  Score: Raw -2263543.384346 + Penalty 3201.928922 = -2260341.455424
  nChanged 1272
		SP:Iteration 7F (4006.540000 sec): 3 clusters
  Score: Raw -2264598.389818 + Penalty 3201.928922 = -2261396.460896
  nChanged 1181
		SP:Iteration 8F (4006.590000 sec): 3 clusters
  Score: Raw -2265613.843098 + Penalty 3201.928922 = -2262411.914176
  nChanged 952
		SP:Iteration 9F (4006.640000 sec): 3 clusters
  Score: Raw -2266438.165036 + Penalty 3201.928922 = -2263236.236114
  nChanged 645
		SP:Iteration 10Q (4006.680000 sec): 3 clusters
  Score: Raw -2267011.388786 + Penalty 3201.928922 = -2263809.459864
  nChanged 398
		SP:Iteration 11Q (4006.720000 sec): 3 clusters
  Score: Raw -2267350.116967 + Penalty 3201.928922 = -2264148.188045
  nChanged 223
		SP:Iteration 12Q (4006.760000 sec): 3 clusters
  Score: Raw -2267551.239053 + Penalty 3201.928922 = -2264349.310131
  nChanged 141
		SP:Iteration 13Q (4006.800000 sec): 3 clusters
  Score: Raw -2267681.314523 + Penalty 3201.928922 = -2264479.385601
  nChanged 69
		SP:Iteration 14Q (4006.830000 sec): 3 clusters
  Score: Raw -2267737.291196 + Penalty 3201.928922 = -2264535.362275
  nChanged 38
		SP:Iteration 15Q (4006.870000 sec): 3 clusters
  Score: Raw -2267772.417273 + Penalty 3201.928922 = -2264570.488351
  nChanged 29
		SP:Iteration 16Q (4006.900000 sec): 3 clusters
  Score: Raw -2267797.612255 + Penalty 3201.928922 = -2264595.683334
  nChanged 22
		SP:Iteration 17Q (4006.940000 sec): 3 clusters
  Score: Raw -2267818.235779 + Penalty 3201.928922 = -2264616.306858
  nChanged 18
		SP:Iteration 18Q (4006.970000 sec): 3 clusters
  Score: Raw -2267836.762594 + Penalty 3201.928922 = -2264634.833672
  nChanged 16
		SP:Iteration 19Q (4007.010000 sec): 3 clusters
  Score: Raw -2267856.679080 + Penalty 3201.928922 = -2264654.750158
  nChanged 16
		SP:Iteration 20F (4007.060000 sec): 3 clusters
  Score: Raw -2267877.024832 + Penalty 3201.928922 = -2264675.095910
  nChanged 16
		SP:Iteration 21Q (4007.090000 sec): 3 clusters
  Score: Raw -2267893.835494 + Penalty 3201.928922 = -2264691.906572
  nChanged 8
		SP:Iteration 22Q (4007.120000 sec): 3 clusters
  Score: Raw -2267901.671863 + Penalty 3201.928922 = -2264699.742941
  nChanged 2
		SP:Iteration 23Q (4007.150000 sec): 3 clusters
  Score: Raw -2267902.864393 + Penalty 3201.928922 = -2264700.935471
  nChanged 1
		SP:Iteration 24Q (4007.190000 sec): 3 clusters
  Score: Raw -2267904.292818 + Penalty 3201.928922 = -2264702.363896
  nChanged 0
		SP:Iteration 25F (4007.240000 sec): 3 clusters
  Score: Raw -2267904.292818 + Penalty 3201.928922 = -2264702.363896
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 59 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4007.250000 sec): 2 clusters
  Score: Raw -41572.680899 + Penalty 980.765733 = -40591.915166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.250000 sec): 3 clusters
  Score: Raw -41571.339173 + Penalty 1961.531466 = -39609.807708
  nChanged 90
		SP:Iteration 1F (4007.250000 sec): 3 clusters
  Score: Raw -41750.270013 + Penalty 1961.531466 = -39788.738547
  nChanged 30
		SP:Iteration 2F (4007.250000 sec): 3 clusters
  Score: Raw -41810.361177 + Penalty 1961.531466 = -39848.829711
  nChanged 11
		SP:Iteration 3Q (4007.250000 sec): 3 clusters
  Score: Raw -41861.541206 + Penalty 1961.531466 = -39900.009741
  nChanged 15
		SP:Iteration 4Q (4007.250000 sec): 3 clusters
  Score: Raw -41918.718972 + Penalty 1961.531466 = -39957.187507
  nChanged 9
		SP:Iteration 5Q (4007.250000 sec): 3 clusters
  Score: Raw -41933.946621 + Penalty 1961.531466 = -39972.415156
  nChanged 6
		SP:Iteration 6Q (4007.260000 sec): 3 clusters
  Score: Raw -41950.051692 + Penalty 1961.531466 = -39988.520226
  nChanged 3
		SP:Iteration 7Q (4007.260000 sec): 3 clusters
  Score: Raw -41954.068308 + Penalty 1961.531466 = -39992.536842
  nChanged 2
		SP:Iteration 8Q (4007.260000 sec): 3 clusters
  Score: Raw -41956.270559 + Penalty 1961.531466 = -39994.739094
  nChanged 0
		SP:Iteration 9F (4007.260000 sec): 3 clusters
  Score: Raw -41956.270559 + Penalty 1961.531466 = -39994.739094
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 60 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4007.260000 sec): 2 clusters
  Score: Raw -43862.768430 + Penalty 976.830916 = -42885.937514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.260000 sec): 3 clusters
  Score: Raw -43862.778227 + Penalty 1953.661832 = -41909.116395
  nChanged 100
		SP:Iteration 1F (4007.260000 sec): 3 clusters
  Score: Raw -44065.577060 + Penalty 1953.661832 = -42111.915229
  nChanged 30
		SP:Iteration 2F (4007.260000 sec): 3 clusters
  Score: Raw -44151.613085 + Penalty 1953.661832 = -42197.951253
  nChanged 16
		SP:Iteration 3Q (4007.270000 sec): 3 clusters
  Score: Raw -44306.031485 + Penalty 1953.661832 = -42352.369653
  nChanged 8
		SP:Iteration 4Q (4007.270000 sec): 3 clusters
  Score: Raw -44373.213873 + Penalty 1953.661832 = -42419.552041
  nChanged 12
		SP:Iteration 5Q (4007.270000 sec): 3 clusters
  Score: Raw -44402.764035 + Penalty 1953.661832 = -42449.102203
  nChanged 9
		SP:Iteration 6Q (4007.270000 sec): 3 clusters
  Score: Raw -44428.219592 + Penalty 1953.661832 = -42474.557760
  nChanged 11
		SP:Iteration 7Q (4007.270000 sec): 3 clusters
  Score: Raw -44461.498433 + Penalty 1953.661832 = -42507.836601
  nChanged 6
		SP:Iteration 8Q (4007.270000 sec): 3 clusters
  Score: Raw -44484.707990 + Penalty 1953.661832 = -42531.046158
  nChanged 4
		SP:Iteration 9Q (4007.270000 sec): 3 clusters
  Score: Raw -44495.605928 + Penalty 1953.661832 = -42541.944096
  nChanged 2
		SP:Iteration 10Q (4007.270000 sec): 3 clusters
  Score: Raw -44501.873862 + Penalty 1953.661832 = -42548.212030
  nChanged 1
		SP:Iteration 11Q (4007.270000 sec): 3 clusters
  Score: Raw -44504.107748 + Penalty 1953.661832 = -42550.445916
  nChanged 2
		SP:Iteration 12Q (4007.270000 sec): 3 clusters
  Score: Raw -44510.570421 + Penalty 1953.661832 = -42556.908590
  nChanged 2
		SP:Iteration 13Q (4007.280000 sec): 3 clusters
  Score: Raw -44515.186432 + Penalty 1953.661832 = -42561.524600
  nChanged 0
		SP:Iteration 14F (4007.280000 sec): 3 clusters
  Score: Raw -44515.186432 + Penalty 1953.661832 = -42561.524600
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 61 (20135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4007.340000 sec): 2 clusters
  Score: Raw -2309745.487078 + Penalty 1610.409917 = -2308135.077161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4007.390000 sec): 3 clusters
  Score: Raw -2297539.695774 + Penalty 3220.819834 = -2294318.875940
  nChanged 9137
		SP:Iteration 1F (4007.440000 sec): 3 clusters
  Score: Raw -2302904.001071 + Penalty 3220.819834 = -2299683.181237
  nChanged 1055
		SP:Iteration 2F (4007.490000 sec): 3 clusters
  Score: Raw -2303336.147950 + Penalty 3220.819834 = -2300115.328116
  nChanged 945
		SP:Iteration 3Q (4007.540000 sec): 3 clusters
  Score: Raw -2303711.126462 + Penalty 3220.819834 = -2300490.306628
  nChanged 885
		SP:Iteration 4Q (4007.590000 sec): 3 clusters
  Score: Raw -2304114.424697 + Penalty 3220.819834 = -2300893.604863
  nChanged 913
		SP:Iteration 5Q (4007.640000 sec): 3 clusters
  Score: Raw -2304563.504762 + Penalty 3220.819834 = -2301342.684928
  nChanged 930
		SP:Iteration 6Q (4007.700000 sec): 3 clusters
  Score: Raw -2305061.593259 + Penalty 3220.819834 = -2301840.773425
  nChanged 919
		SP:Iteration 7Q (4007.750000 sec): 3 clusters
  Score: Raw -2305560.747308 + Penalty 3220.819834 = -2302339.927475
  nChanged 901
		SP:Iteration 8Q (4007.800000 sec): 3 clusters
  Score: Raw -2306072.551370 + Penalty 3220.819834 = -2302851.731536
  nChanged 846
		SP:Iteration 9Q (4007.850000 sec): 3 clusters
  Score: Raw -2306579.674239 + Penalty 3220.819834 = -2303358.854405
  nChanged 823
		SP:Iteration 10Q (4007.900000 sec): 3 clusters
  Score: Raw -2307084.515716 + Penalty 3220.819834 = -2303863.695883
  nChanged 723
		SP:Iteration 11Q (4007.950000 sec): 3 clusters
  Score: Raw -2307483.009162 + Penalty 3220.819834 = -2304262.189328
  nChanged 614
		SP:Iteration 12Q (4007.990000 sec): 3 clusters
  Score: Raw -2307815.868512 + Penalty 3220.819834 = -2304595.048678
  nChanged 557
		SP:Iteration 13Q (4008.040000 sec): 3 clusters
  Score: Raw -2308128.708755 + Penalty 3220.819834 = -2304907.888921
  nChanged 489
		SP:Iteration 14Q (4008.080000 sec): 3 clusters
  Score: Raw -2308399.305564 + Penalty 3220.819834 = -2305178.485730
  nChanged 447
		SP:Iteration 15Q (4008.130000 sec): 3 clusters
  Score: Raw -2308666.135612 + Penalty 3220.819834 = -2305445.315778
  nChanged 382
		SP:Iteration 16Q (4008.170000 sec): 3 clusters
  Score: Raw -2308889.395249 + Penalty 3220.819834 = -2305668.575415
  nChanged 320
		SP:Iteration 17Q (4008.210000 sec): 3 clusters
  Score: Raw -2309080.966320 + Penalty 3220.819834 = -2305860.146486
  nChanged 278
		SP:Iteration 18Q (4008.250000 sec): 3 clusters
  Score: Raw -2309248.709658 + Penalty 3220.819834 = -2306027.889825
  nChanged 232
		SP:Iteration 19Q (4008.290000 sec): 3 clusters
  Score: Raw -2309388.671048 + Penalty 3220.819834 = -2306167.851215
  nChanged 194
		SP:Iteration 20F (4008.340000 sec): 3 clusters
  Score: Raw -2309502.064832 + Penalty 3220.819834 = -2306281.244998
  nChanged 167
		SP:Iteration 21Q (4008.380000 sec): 3 clusters
  Score: Raw -2309601.932309 + Penalty 3220.819834 = -2306381.112475
  nChanged 139
		SP:Iteration 22Q (4008.420000 sec): 3 clusters
  Score: Raw -2309689.756784 + Penalty 3220.819834 = -2306468.936950
  nChanged 104
		SP:Iteration 23Q (4008.460000 sec): 3 clusters
  Score: Raw -2309744.891936 + Penalty 3220.819834 = -2306524.072102
  nChanged 68
		SP:Iteration 24Q (4008.500000 sec): 3 clusters
  Score: Raw -2309779.742341 + Penalty 3220.819834 = -2306558.922507
  nChanged 45
		SP:Iteration 25Q (4008.540000 sec): 3 clusters
  Score: Raw -2309806.219990 + Penalty 3220.819834 = -2306585.400156
  nChanged 48
		SP:Iteration 26Q (4008.570000 sec): 3 clusters
  Score: Raw -2309835.052943 + Penalty 3220.819834 = -2306614.233109
  nChanged 46
		SP:Iteration 27Q (4008.610000 sec): 3 clusters
  Score: Raw -2309863.922425 + Penalty 3220.819834 = -2306643.102591
  nChanged 41
		SP:Iteration 28Q (4008.650000 sec): 3 clusters
  Score: Raw -2309885.873515 + Penalty 3220.819834 = -2306665.053681
  nChanged 35
		SP:Iteration 29Q (4008.690000 sec): 3 clusters
  Score: Raw -2309902.823239 + Penalty 3220.819834 = -2306682.003405
  nChanged 22
		SP:Iteration 30Q (4008.720000 sec): 3 clusters
  Score: Raw -2309912.671656 + Penalty 3220.819834 = -2306691.851822
  nChanged 14
		SP:Iteration 31Q (4008.760000 sec): 3 clusters
  Score: Raw -2309918.059675 + Penalty 3220.819834 = -2306697.239841
  nChanged 12
		SP:Iteration 32Q (4008.790000 sec): 3 clusters
  Score: Raw -2309922.385513 + Penalty 3220.819834 = -2306701.565679
  nChanged 10
		SP:Iteration 33Q (4008.830000 sec): 3 clusters
  Score: Raw -2309925.737299 + Penalty 3220.819834 = -2306704.917465
  nChanged 9
		SP:Iteration 34Q (4008.870000 sec): 3 clusters
  Score: Raw -2309929.029827 + Penalty 3220.819834 = -2306708.209994
  nChanged 3
		SP:Iteration 35Q (4008.900000 sec): 3 clusters
  Score: Raw -2309930.239831 + Penalty 3220.819834 = -2306709.419997
  nChanged 4
		SP:Iteration 36Q (4008.940000 sec): 3 clusters
  Score: Raw -2309931.545527 + Penalty 3220.819834 = -2306710.725693
  nChanged 1
		SP:Iteration 37Q (4008.970000 sec): 3 clusters
  Score: Raw -2309931.753362 + Penalty 3220.819834 = -2306710.933528
  nChanged 1
		SP:Iteration 38Q (4009.010000 sec): 3 clusters
  Score: Raw -2309932.155266 + Penalty 3220.819834 = -2306711.335432
  nChanged 2
		SP:Iteration 39Q (4009.050000 sec): 3 clusters
  Score: Raw -2309933.089010 + Penalty 3220.819834 = -2306712.269176
  nChanged 3
		SP:Iteration 40F (4009.100000 sec): 3 clusters
  Score: Raw -2309934.883685 + Penalty 3220.819834 = -2306714.063852
  nChanged 7
		SP:Iteration 41Q (4009.130000 sec): 3 clusters
  Score: Raw -2309938.724058 + Penalty 3220.819834 = -2306717.904224
  nChanged 6
		SP:Iteration 42Q (4009.170000 sec): 3 clusters
  Score: Raw -2309943.797909 + Penalty 3220.819834 = -2306722.978075
  nChanged 10
		SP:Iteration 43Q (4009.210000 sec): 3 clusters
  Score: Raw -2309948.369316 + Penalty 3220.819834 = -2306727.549482
  nChanged 7
		SP:Iteration 44Q (4009.240000 sec): 3 clusters
  Score: Raw -2309952.812428 + Penalty 3220.819834 = -2306731.992595
  nChanged 8
		SP:Iteration 45Q (4009.280000 sec): 3 clusters
  Score: Raw -2309956.134801 + Penalty 3220.819834 = -2306735.314967
  nChanged 7
		SP:Iteration 46Q (4009.310000 sec): 3 clusters
  Score: Raw -2309958.027605 + Penalty 3220.819834 = -2306737.207772
  nChanged 7
		SP:Iteration 47Q (4009.350000 sec): 3 clusters
  Score: Raw -2309961.646967 + Penalty 3220.819834 = -2306740.827133
  nChanged 7
		SP:Iteration 48Q (4009.390000 sec): 3 clusters
  Score: Raw -2309964.833725 + Penalty 3220.819834 = -2306744.013891
  nChanged 8
		SP:Iteration 49Q (4009.430000 sec): 3 clusters
  Score: Raw -2309970.359221 + Penalty 3220.819834 = -2306749.539387
  nChanged 11
		SP:Iteration 50Q (4009.460000 sec): 3 clusters
  Score: Raw -2309976.928162 + Penalty 3220.819834 = -2306756.108328
  nChanged 7
		SP:Iteration 51Q (4009.500000 sec): 3 clusters
  Score: Raw -2309980.462530 + Penalty 3220.819834 = -2306759.642696
  nChanged 8
		SP:Iteration 52Q (4009.530000 sec): 3 clusters
  Score: Raw -2309983.593470 + Penalty 3220.819834 = -2306762.773637
  nChanged 3
		SP:Iteration 53Q (4009.570000 sec): 3 clusters
  Score: Raw -2309985.212607 + Penalty 3220.819834 = -2306764.392773
  nChanged 1
		SP:Iteration 54Q (4009.600000 sec): 3 clusters
  Score: Raw -2309985.687144 + Penalty 3220.819834 = -2306764.867310
  nChanged 1
		SP:Iteration 55Q (4009.640000 sec): 3 clusters
  Score: Raw -2309986.255684 + Penalty 3220.819834 = -2306765.435850
  nChanged 1
		SP:Iteration 56Q (4009.670000 sec): 3 clusters
  Score: Raw -2309986.594846 + Penalty 3220.819834 = -2306765.775012
  nChanged 0
		SP:Iteration 57F (4009.720000 sec): 3 clusters
  Score: Raw -2309986.594846 + Penalty 3220.819834 = -2306765.775012
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 62 (2422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4009.740000 sec): 2 clusters
  Score: Raw -253716.170032 + Penalty 1266.256700 = -252449.913332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4009.750000 sec): 3 clusters
  Score: Raw -252662.980958 + Penalty 2532.513400 = -250130.467557
  nChanged 869
		SP:Iteration 1F (4009.750000 sec): 3 clusters
  Score: Raw -253387.058760 + Penalty 2532.513400 = -250854.545359
  nChanged 293
		SP:Iteration 2F (4009.760000 sec): 3 clusters
  Score: Raw -253721.287879 + Penalty 2532.513400 = -251188.774479
  nChanged 184
		SP:Iteration 3F (4009.770000 sec): 3 clusters
  Score: Raw -253938.041799 + Penalty 2532.513400 = -251405.528399
  nChanged 137
		SP:Iteration 4F (4009.770000 sec): 3 clusters
  Score: Raw -254086.870757 + Penalty 2532.513400 = -251554.357357
  nChanged 90
		SP:Iteration 5Q (4009.780000 sec): 3 clusters
  Score: Raw -254175.626008 + Penalty 2532.513400 = -251643.112608
  nChanged 74
		SP:Iteration 6Q (4009.780000 sec): 3 clusters
  Score: Raw -254232.066467 + Penalty 2532.513400 = -251699.553067
  nChanged 51
		SP:Iteration 7Q (4009.790000 sec): 3 clusters
  Score: Raw -254273.228721 + Penalty 2532.513400 = -251740.715321
  nChanged 47
		SP:Iteration 8Q (4009.790000 sec): 3 clusters
  Score: Raw -254318.194801 + Penalty 2532.513400 = -251785.681401
  nChanged 46
		SP:Iteration 9Q (4009.800000 sec): 3 clusters
  Score: Raw -254361.183161 + Penalty 2532.513400 = -251828.669760
  nChanged 46
		SP:Iteration 10Q (4009.810000 sec): 3 clusters
  Score: Raw -254400.501274 + Penalty 2532.513400 = -251867.987874
  nChanged 35
		SP:Iteration 11Q (4009.810000 sec): 3 clusters
  Score: Raw -254438.902628 + Penalty 2532.513400 = -251906.389227
  nChanged 39
		SP:Iteration 12Q (4009.810000 sec): 3 clusters
  Score: Raw -254469.144621 + Penalty 2532.513400 = -251936.631220
  nChanged 36
		SP:Iteration 13Q (4009.820000 sec): 3 clusters
  Score: Raw -254494.365715 + Penalty 2532.513400 = -251961.852315
  nChanged 24
		SP:Iteration 14Q (4009.830000 sec): 3 clusters
  Score: Raw -254511.585048 + Penalty 2532.513400 = -251979.071647
  nChanged 18
		SP:Iteration 15Q (4009.830000 sec): 3 clusters
  Score: Raw -254522.394571 + Penalty 2532.513400 = -251989.881170
  nChanged 11
		SP:Iteration 16Q (4009.840000 sec): 3 clusters
  Score: Raw -254527.924477 + Penalty 2532.513400 = -251995.411076
  nChanged 14
		SP:Iteration 17Q (4009.840000 sec): 3 clusters
  Score: Raw -254532.064271 + Penalty 2532.513400 = -251999.550870
  nChanged 13
		SP:Iteration 18Q (4009.850000 sec): 3 clusters
  Score: Raw -254539.203280 + Penalty 2532.513400 = -252006.689880
  nChanged 23
		SP:Iteration 19Q (4009.850000 sec): 3 clusters
  Score: Raw -254552.759160 + Penalty 2532.513400 = -252020.245759
  nChanged 27
		SP:Iteration 20F (4009.860000 sec): 3 clusters
  Score: Raw -254571.468230 + Penalty 2532.513400 = -252038.954830
  nChanged 24
		SP:Iteration 21Q (4009.860000 sec): 3 clusters
  Score: Raw -254587.228295 + Penalty 2532.513400 = -252054.714895
  nChanged 17
		SP:Iteration 22Q (4009.870000 sec): 3 clusters
  Score: Raw -254596.122688 + Penalty 2532.513400 = -252063.609288
  nChanged 9
		SP:Iteration 23Q (4009.870000 sec): 3 clusters
  Score: Raw -254606.067624 + Penalty 2532.513400 = -252073.554224
  nChanged 12
		SP:Iteration 24Q (4009.880000 sec): 3 clusters
  Score: Raw -254611.565367 + Penalty 2532.513400 = -252079.051967
  nChanged 10
		SP:Iteration 25Q (4009.890000 sec): 3 clusters
  Score: Raw -254614.679252 + Penalty 2532.513400 = -252082.165851
  nChanged 11
		SP:Iteration 26Q (4009.890000 sec): 3 clusters
  Score: Raw -254619.797354 + Penalty 2532.513400 = -252087.283954
  nChanged 15
		SP:Iteration 27Q (4009.890000 sec): 3 clusters
  Score: Raw -254630.216213 + Penalty 2532.513400 = -252097.702812
  nChanged 12
		SP:Iteration 28Q (4009.900000 sec): 3 clusters
  Score: Raw -254637.005086 + Penalty 2532.513400 = -252104.491686
  nChanged 7
		SP:Iteration 29Q (4009.910000 sec): 3 clusters
  Score: Raw -254642.768917 + Penalty 2532.513400 = -252110.255516
  nChanged 10
		SP:Iteration 30Q (4009.910000 sec): 3 clusters
  Score: Raw -254650.266246 + Penalty 2532.513400 = -252117.752845
  nChanged 10
		SP:Iteration 31Q (4009.910000 sec): 3 clusters
  Score: Raw -254655.779337 + Penalty 2532.513400 = -252123.265936
  nChanged 8
		SP:Iteration 32Q (4009.920000 sec): 3 clusters
  Score: Raw -254663.144068 + Penalty 2532.513400 = -252130.630668
  nChanged 5
		SP:Iteration 33Q (4009.930000 sec): 3 clusters
  Score: Raw -254665.697077 + Penalty 2532.513400 = -252133.183676
  nChanged 5
		SP:Iteration 34Q (4009.930000 sec): 3 clusters
  Score: Raw -254668.653714 + Penalty 2532.513400 = -252136.140314
  nChanged 2
		SP:Iteration 35Q (4009.940000 sec): 3 clusters
  Score: Raw -254669.677628 + Penalty 2532.513400 = -252137.164227
  nChanged 2
		SP:Iteration 36Q (4009.940000 sec): 3 clusters
  Score: Raw -254670.338842 + Penalty 2532.513400 = -252137.825442
  nChanged 0
		SP:Iteration 37F (4009.950000 sec): 3 clusters
  Score: Raw -254670.338842 + Penalty 2532.513400 = -252137.825442
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 63 (1920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4009.950000 sec): 2 clusters
  Score: Raw -198644.263769 + Penalty 1228.513076 = -197415.750694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4009.960000 sec): 3 clusters
  Score: Raw -197854.787176 + Penalty 2457.026151 = -195397.761024
  nChanged 651
		SP:Iteration 1F (4009.970000 sec): 3 clusters
  Score: Raw -198312.543250 + Penalty 2457.026151 = -195855.517099
  nChanged 164
		SP:Iteration 2F (4009.970000 sec): 3 clusters
  Score: Raw -198489.817650 + Penalty 2457.026151 = -196032.791499
  nChanged 133
		SP:Iteration 3F (4009.970000 sec): 3 clusters
  Score: Raw -198642.857848 + Penalty 2457.026151 = -196185.831697
  nChanged 123
		SP:Iteration 4F (4009.980000 sec): 3 clusters
  Score: Raw -198793.286128 + Penalty 2457.026151 = -196336.259977
  nChanged 118
		SP:Iteration 5F (4009.990000 sec): 3 clusters
  Score: Raw -198942.005643 + Penalty 2457.026151 = -196484.979492
  nChanged 101
		SP:Iteration 6F (4009.990000 sec): 3 clusters
  Score: Raw -199090.804499 + Penalty 2457.026151 = -196633.778348
  nChanged 86
		SP:Iteration 7Q (4009.990000 sec): 3 clusters
  Score: Raw -199216.393611 + Penalty 2457.026151 = -196759.367460
  nChanged 71
		SP:Iteration 8Q (4010.000000 sec): 3 clusters
  Score: Raw -199305.548730 + Penalty 2457.026151 = -196848.522579
  nChanged 41
		SP:Iteration 9Q (4010.000000 sec): 3 clusters
  Score: Raw -199345.809800 + Penalty 2457.026151 = -196888.783649
  nChanged 28
		SP:Iteration 10Q (4010.010000 sec): 3 clusters
  Score: Raw -199362.322418 + Penalty 2457.026151 = -196905.296267
  nChanged 13
		SP:Iteration 11Q (4010.010000 sec): 3 clusters
  Score: Raw -199368.820210 + Penalty 2457.026151 = -196911.794059
  nChanged 11
		SP:Iteration 12Q (4010.010000 sec): 3 clusters
  Score: Raw -199376.254671 + Penalty 2457.026151 = -196919.228520
  nChanged 7
		SP:Iteration 13Q (4010.020000 sec): 3 clusters
  Score: Raw -199381.488478 + Penalty 2457.026151 = -196924.462327
  nChanged 8
		SP:Iteration 14Q (4010.020000 sec): 3 clusters
  Score: Raw -199385.916792 + Penalty 2457.026151 = -196928.890641
  nChanged 8
		SP:Iteration 15Q (4010.030000 sec): 3 clusters
  Score: Raw -199390.567159 + Penalty 2457.026151 = -196933.541008
  nChanged 5
		SP:Iteration 16Q (4010.030000 sec): 3 clusters
  Score: Raw -199394.657065 + Penalty 2457.026151 = -196937.630914
  nChanged 5
		SP:Iteration 17Q (4010.040000 sec): 3 clusters
  Score: Raw -199397.017600 + Penalty 2457.026151 = -196939.991449
  nChanged 1
		SP:Iteration 18Q (4010.040000 sec): 3 clusters
  Score: Raw -199397.707400 + Penalty 2457.026151 = -196940.681249
  nChanged 1
		SP:Iteration 19Q (4010.050000 sec): 3 clusters
  Score: Raw -199398.103072 + Penalty 2457.026151 = -196941.076920
  nChanged 0
		SP:Iteration 20F (4010.050000 sec): 3 clusters
  Score: Raw -199398.103072 + Penalty 2457.026151 = -196941.076920
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 64 (17395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4010.110000 sec): 2 clusters
  Score: Raw -1902647.795494 + Penalty 1586.639939 = -1901061.155555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4010.150000 sec): 3 clusters
  Score: Raw -1892328.544206 + Penalty 3173.279878 = -1889155.264328
  nChanged 7699
		SP:Iteration 1F (4010.190000 sec): 3 clusters
  Score: Raw -1896864.768105 + Penalty 3173.279878 = -1893691.488226
  nChanged 1212
		SP:Iteration 2F (4010.240000 sec): 3 clusters
  Score: Raw -1897556.705185 + Penalty 3173.279878 = -1894383.425306
  nChanged 1212
		SP:Iteration 3F (4010.280000 sec): 3 clusters
  Score: Raw -1898342.003665 + Penalty 3173.279878 = -1895168.723786
  nChanged 1162
		SP:Iteration 4F (4010.330000 sec): 3 clusters
  Score: Raw -1899166.978210 + Penalty 3173.279878 = -1895993.698332
  nChanged 1125
		SP:Iteration 5F (4010.370000 sec): 3 clusters
  Score: Raw -1900072.930048 + Penalty 3173.279878 = -1896899.650170
  nChanged 1003
		SP:Iteration 6F (4010.410000 sec): 3 clusters
  Score: Raw -1900904.004198 + Penalty 3173.279878 = -1897730.724320
  nChanged 762
		SP:Iteration 7Q (4010.460000 sec): 3 clusters
  Score: Raw -1901557.013409 + Penalty 3173.279878 = -1898383.733530
  nChanged 597
		SP:Iteration 8Q (4010.500000 sec): 3 clusters
  Score: Raw -1902041.807188 + Penalty 3173.279878 = -1898868.527309
  nChanged 432
		SP:Iteration 9Q (4010.540000 sec): 3 clusters
  Score: Raw -1902327.238968 + Penalty 3173.279878 = -1899153.959089
  nChanged 319
		SP:Iteration 10Q (4010.580000 sec): 3 clusters
  Score: Raw -1902510.879422 + Penalty 3173.279878 = -1899337.599544
  nChanged 267
		SP:Iteration 11Q (4010.620000 sec): 3 clusters
  Score: Raw -1902657.851464 + Penalty 3173.279878 = -1899484.571585
  nChanged 198
		SP:Iteration 12Q (4010.650000 sec): 3 clusters
  Score: Raw -1902761.085987 + Penalty 3173.279878 = -1899587.806108
  nChanged 162
		SP:Iteration 13Q (4010.690000 sec): 3 clusters
  Score: Raw -1902835.651147 + Penalty 3173.279878 = -1899662.371268
  nChanged 120
		SP:Iteration 14Q (4010.730000 sec): 3 clusters
  Score: Raw -1902890.614947 + Penalty 3173.279878 = -1899717.335069
  nChanged 94
		SP:Iteration 15Q (4010.760000 sec): 3 clusters
  Score: Raw -1902935.202082 + Penalty 3173.279878 = -1899761.922204
  nChanged 90
		SP:Iteration 16Q (4010.790000 sec): 3 clusters
  Score: Raw -1902978.340561 + Penalty 3173.279878 = -1899805.060682
  nChanged 71
		SP:Iteration 17Q (4010.830000 sec): 3 clusters
  Score: Raw -1903006.398635 + Penalty 3173.279878 = -1899833.118757
  nChanged 48
		SP:Iteration 18Q (4010.860000 sec): 3 clusters
  Score: Raw -1903029.646323 + Penalty 3173.279878 = -1899856.366445
  nChanged 48
		SP:Iteration 19Q (4010.900000 sec): 3 clusters
  Score: Raw -1903053.334113 + Penalty 3173.279878 = -1899880.054235
  nChanged 40
		SP:Iteration 20F (4010.940000 sec): 3 clusters
  Score: Raw -1903069.585190 + Penalty 3173.279878 = -1899896.305312
  nChanged 36
		SP:Iteration 21Q (4010.970000 sec): 3 clusters
  Score: Raw -1903086.558524 + Penalty 3173.279878 = -1899913.278646
  nChanged 37
		SP:Iteration 22Q (4011.010000 sec): 3 clusters
  Score: Raw -1903105.493065 + Penalty 3173.279878 = -1899932.213187
  nChanged 38
		SP:Iteration 23Q (4011.040000 sec): 3 clusters
  Score: Raw -1903127.246136 + Penalty 3173.279878 = -1899953.966258
  nChanged 34
		SP:Iteration 24Q (4011.070000 sec): 3 clusters
  Score: Raw -1903143.211081 + Penalty 3173.279878 = -1899969.931202
  nChanged 28
		SP:Iteration 25Q (4011.110000 sec): 3 clusters
  Score: Raw -1903158.466763 + Penalty 3173.279878 = -1899985.186884
  nChanged 23
		SP:Iteration 26Q (4011.140000 sec): 3 clusters
  Score: Raw -1903166.553789 + Penalty 3173.279878 = -1899993.273910
  nChanged 19
		SP:Iteration 27Q (4011.170000 sec): 3 clusters
  Score: Raw -1903174.648006 + Penalty 3173.279878 = -1900001.368128
  nChanged 13
		SP:Iteration 28Q (4011.210000 sec): 3 clusters
  Score: Raw -1903179.336605 + Penalty 3173.279878 = -1900006.056726
  nChanged 11
		SP:Iteration 29Q (4011.240000 sec): 3 clusters
  Score: Raw -1903183.721135 + Penalty 3173.279878 = -1900010.441256
  nChanged 12
		SP:Iteration 30Q (4011.270000 sec): 3 clusters
  Score: Raw -1903190.772689 + Penalty 3173.279878 = -1900017.492811
  nChanged 10
		SP:Iteration 31Q (4011.300000 sec): 3 clusters
  Score: Raw -1903197.976642 + Penalty 3173.279878 = -1900024.696763
  nChanged 12
		SP:Iteration 32Q (4011.340000 sec): 3 clusters
  Score: Raw -1903204.271632 + Penalty 3173.279878 = -1900030.991753
  nChanged 11
		SP:Iteration 33Q (4011.370000 sec): 3 clusters
  Score: Raw -1903209.167443 + Penalty 3173.279878 = -1900035.887564
  nChanged 7
		SP:Iteration 34Q (4011.400000 sec): 3 clusters
  Score: Raw -1903211.729747 + Penalty 3173.279878 = -1900038.449869
  nChanged 5
		SP:Iteration 35Q (4011.430000 sec): 3 clusters
  Score: Raw -1903213.607261 + Penalty 3173.279878 = -1900040.327382
  nChanged 4
		SP:Iteration 36Q (4011.470000 sec): 3 clusters
  Score: Raw -1903214.964929 + Penalty 3173.279878 = -1900041.685050
  nChanged 4
		SP:Iteration 37Q (4011.500000 sec): 3 clusters
  Score: Raw -1903216.984172 + Penalty 3173.279878 = -1900043.704293
  nChanged 6
		SP:Iteration 38Q (4011.530000 sec): 3 clusters
  Score: Raw -1903220.392681 + Penalty 3173.279878 = -1900047.112803
  nChanged 6
		SP:Iteration 39Q (4011.560000 sec): 3 clusters
  Score: Raw -1903222.595238 + Penalty 3173.279878 = -1900049.315359
  nChanged 4
		SP:Iteration 40F (4011.610000 sec): 3 clusters
  Score: Raw -1903224.559223 + Penalty 3173.279878 = -1900051.279344
  nChanged 3
		SP:Iteration 41Q (4011.640000 sec): 3 clusters
  Score: Raw -1903225.647581 + Penalty 3173.279878 = -1900052.367702
  nChanged 4
		SP:Iteration 42Q (4011.670000 sec): 3 clusters
  Score: Raw -1903227.657213 + Penalty 3173.279878 = -1900054.377334
  nChanged 6
		SP:Iteration 43Q (4011.700000 sec): 3 clusters
  Score: Raw -1903230.720182 + Penalty 3173.279878 = -1900057.440304
  nChanged 6
		SP:Iteration 44Q (4011.730000 sec): 3 clusters
  Score: Raw -1903232.329911 + Penalty 3173.279878 = -1900059.050032
  nChanged 4
		SP:Iteration 45Q (4011.770000 sec): 3 clusters
  Score: Raw -1903233.510920 + Penalty 3173.279878 = -1900060.231042
  nChanged 1
		SP:Iteration 46Q (4011.800000 sec): 3 clusters
  Score: Raw -1903233.964839 + Penalty 3173.279878 = -1900060.684961
  nChanged 3
		SP:Iteration 47Q (4011.830000 sec): 3 clusters
  Score: Raw -1903234.846444 + Penalty 3173.279878 = -1900061.566566
  nChanged 2
		SP:Iteration 48Q (4011.870000 sec): 3 clusters
  Score: Raw -1903235.579445 + Penalty 3173.279878 = -1900062.299567
  nChanged 0
		SP:Iteration 49F (4011.910000 sec): 3 clusters
  Score: Raw -1903235.579445 + Penalty 3173.279878 = -1900062.299567
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 65 (1568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4011.930000 sec): 2 clusters
  Score: Raw -172567.369284 + Penalty 1195.602883 = -171371.766402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4011.930000 sec): 3 clusters
  Score: Raw -171996.225461 + Penalty 2391.205765 = -169605.019696
  nChanged 527
		SP:Iteration 1F (4011.930000 sec): 3 clusters
  Score: Raw -172388.439573 + Penalty 2391.205765 = -169997.233807
  nChanged 101
		SP:Iteration 2F (4011.930000 sec): 3 clusters
  Score: Raw -172471.454589 + Penalty 2391.205765 = -170080.248823
  nChanged 60
		SP:Iteration 3Q (4011.940000 sec): 3 clusters
  Score: Raw -172518.025919 + Penalty 2391.205765 = -170126.820153
  nChanged 50
		SP:Iteration 4Q (4011.940000 sec): 3 clusters
  Score: Raw -172552.621745 + Penalty 2391.205765 = -170161.415980
  nChanged 35
		SP:Iteration 5Q (4011.950000 sec): 3 clusters
  Score: Raw -172578.471051 + Penalty 2391.205765 = -170187.265286
  nChanged 25
		SP:Iteration 6Q (4011.950000 sec): 3 clusters
  Score: Raw -172596.199660 + Penalty 2391.205765 = -170204.993895
  nChanged 17
		SP:Iteration 7Q (4011.950000 sec): 3 clusters
  Score: Raw -172606.079322 + Penalty 2391.205765 = -170214.873557
  nChanged 16
		SP:Iteration 8Q (4011.960000 sec): 3 clusters
  Score: Raw -172614.214873 + Penalty 2391.205765 = -170223.009108
  nChanged 8
		SP:Iteration 9Q (4011.960000 sec): 3 clusters
  Score: Raw -172618.945615 + Penalty 2391.205765 = -170227.739849
  nChanged 7
		SP:Iteration 10Q (4011.970000 sec): 3 clusters
  Score: Raw -172625.261106 + Penalty 2391.205765 = -170234.055341
  nChanged 10
		SP:Iteration 11Q (4011.970000 sec): 3 clusters
  Score: Raw -172631.079425 + Penalty 2391.205765 = -170239.873660
  nChanged 12
		SP:Iteration 12Q (4011.970000 sec): 3 clusters
  Score: Raw -172637.502697 + Penalty 2391.205765 = -170246.296931
  nChanged 2
		SP:Iteration 13Q (4011.980000 sec): 3 clusters
  Score: Raw -172638.854143 + Penalty 2391.205765 = -170247.648377
  nChanged 2
		SP:Iteration 14Q (4011.980000 sec): 3 clusters
  Score: Raw -172639.204297 + Penalty 2391.205765 = -170247.998532
  nChanged 2
		SP:Iteration 15Q (4011.990000 sec): 3 clusters
  Score: Raw -172640.736607 + Penalty 2391.205765 = -170249.530842
  nChanged 3
		SP:Iteration 16Q (4011.990000 sec): 3 clusters
  Score: Raw -172642.384754 + Penalty 2391.205765 = -170251.178989
  nChanged 1
		SP:Iteration 17Q (4011.990000 sec): 3 clusters
  Score: Raw -172642.833913 + Penalty 2391.205765 = -170251.628148
  nChanged 2
		SP:Iteration 18Q (4012.000000 sec): 3 clusters
  Score: Raw -172643.884496 + Penalty 2391.205765 = -170252.678731
  nChanged 3
		SP:Iteration 19Q (4012.000000 sec): 3 clusters
  Score: Raw -172645.643340 + Penalty 2391.205765 = -170254.437575
  nChanged 1
		SP:Iteration 20F (4012.010000 sec): 3 clusters
  Score: Raw -172646.575063 + Penalty 2391.205765 = -170255.369297
  nChanged 1
		SP:Iteration 21Q (4012.010000 sec): 3 clusters
  Score: Raw -172647.105822 + Penalty 2391.205765 = -170255.900057
  nChanged 0
		SP:Iteration 22F (4012.010000 sec): 3 clusters
  Score: Raw -172647.105822 + Penalty 2391.205765 = -170255.900057
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 66 (27261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4012.090000 sec): 2 clusters
  Score: Raw -3153208.683502 + Penalty 1659.647013 = -3151549.036489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4012.170000 sec): 3 clusters
  Score: Raw -3136565.173243 + Penalty 3319.294026 = -3133245.879216
  nChanged 12384
		SP:Iteration 1F (4012.230000 sec): 3 clusters
  Score: Raw -3143906.331369 + Penalty 3319.294026 = -3140587.037343
  nChanged 1756
		SP:Iteration 2F (4012.310000 sec): 3 clusters
  Score: Raw -3144872.524693 + Penalty 3319.294026 = -3141553.230667
  nChanged 1878
		SP:Iteration 3F (4012.370000 sec): 3 clusters
  Score: Raw -3146059.781481 + Penalty 3319.294026 = -3142740.487455
  nChanged 1934
		SP:Iteration 4F (4012.440000 sec): 3 clusters
  Score: Raw -3147252.048740 + Penalty 3319.294026 = -3143932.754713
  nChanged 1758
		SP:Iteration 5F (4012.510000 sec): 3 clusters
  Score: Raw -3148264.665435 + Penalty 3319.294026 = -3144945.371409
  nChanged 1417
		SP:Iteration 6F (4012.580000 sec): 3 clusters
  Score: Raw -3149048.023073 + Penalty 3319.294026 = -3145728.729046
  nChanged 1203
		SP:Iteration 7Q (4012.650000 sec): 3 clusters
  Score: Raw -3149730.614126 + Penalty 3319.294026 = -3146411.320100
  nChanged 997
		SP:Iteration 8Q (4012.720000 sec): 3 clusters
  Score: Raw -3150396.166569 + Penalty 3319.294026 = -3147076.872543
  nChanged 925
		SP:Iteration 9Q (4012.790000 sec): 3 clusters
  Score: Raw -3151097.790791 + Penalty 3319.294026 = -3147778.496765
  nChanged 829
		SP:Iteration 10Q (4012.860000 sec): 3 clusters
  Score: Raw -3151878.269822 + Penalty 3319.294026 = -3148558.975796
  nChanged 714
		SP:Iteration 11Q (4012.930000 sec): 3 clusters
  Score: Raw -3152542.984462 + Penalty 3319.294026 = -3149223.690435
  nChanged 607
		SP:Iteration 12Q (4012.990000 sec): 3 clusters
  Score: Raw -3152985.321597 + Penalty 3319.294026 = -3149666.027571
  nChanged 429
		SP:Iteration 13Q (4013.050000 sec): 3 clusters
  Score: Raw -3153220.516453 + Penalty 3319.294026 = -3149901.222427
  nChanged 315
		SP:Iteration 14Q (4013.110000 sec): 3 clusters
  Score: Raw -3153339.901442 + Penalty 3319.294026 = -3150020.607416
  nChanged 200
		SP:Iteration 15Q (4013.170000 sec): 3 clusters
  Score: Raw -3153408.961128 + Penalty 3319.294026 = -3150089.667102
  nChanged 155
		SP:Iteration 16Q (4013.230000 sec): 3 clusters
  Score: Raw -3153453.228095 + Penalty 3319.294026 = -3150133.934069
  nChanged 123
		SP:Iteration 17Q (4013.280000 sec): 3 clusters
  Score: Raw -3153482.177291 + Penalty 3319.294026 = -3150162.883265
  nChanged 88
		SP:Iteration 18Q (4013.340000 sec): 3 clusters
  Score: Raw -3153503.621244 + Penalty 3319.294026 = -3150184.327218
  nChanged 97
		SP:Iteration 19Q (4013.390000 sec): 3 clusters
  Score: Raw -3153528.907189 + Penalty 3319.294026 = -3150209.613163
  nChanged 86
		SP:Iteration 20F (4013.470000 sec): 3 clusters
  Score: Raw -3153549.302408 + Penalty 3319.294026 = -3150230.008382
  nChanged 77
		SP:Iteration 21Q (4013.520000 sec): 3 clusters
  Score: Raw -3153564.186511 + Penalty 3319.294026 = -3150244.892485
  nChanged 61
		SP:Iteration 22Q (4013.580000 sec): 3 clusters
  Score: Raw -3153574.366031 + Penalty 3319.294026 = -3150255.072005
  nChanged 45
		SP:Iteration 23Q (4013.630000 sec): 3 clusters
  Score: Raw -3153580.733195 + Penalty 3319.294026 = -3150261.439169
  nChanged 43
		SP:Iteration 24Q (4013.690000 sec): 3 clusters
  Score: Raw -3153587.088579 + Penalty 3319.294026 = -3150267.794553
  nChanged 45
		SP:Iteration 25Q (4013.750000 sec): 3 clusters
  Score: Raw -3153594.377702 + Penalty 3319.294026 = -3150275.083676
  nChanged 41
		SP:Iteration 26Q (4013.800000 sec): 3 clusters
  Score: Raw -3153599.994191 + Penalty 3319.294026 = -3150280.700165
  nChanged 34
		SP:Iteration 27Q (4013.860000 sec): 3 clusters
  Score: Raw -3153604.734204 + Penalty 3319.294026 = -3150285.440178
  nChanged 28
		SP:Iteration 28Q (4013.910000 sec): 3 clusters
  Score: Raw -3153609.162453 + Penalty 3319.294026 = -3150289.868427
  nChanged 32
		SP:Iteration 29Q (4013.970000 sec): 3 clusters
  Score: Raw -3153613.610198 + Penalty 3319.294026 = -3150294.316172
  nChanged 33
		SP:Iteration 30Q (4014.030000 sec): 3 clusters
  Score: Raw -3153618.042936 + Penalty 3319.294026 = -3150298.748910
  nChanged 32
		SP:Iteration 31Q (4014.080000 sec): 3 clusters
  Score: Raw -3153622.778436 + Penalty 3319.294026 = -3150303.484410
  nChanged 28
		SP:Iteration 32Q (4014.140000 sec): 3 clusters
  Score: Raw -3153626.711541 + Penalty 3319.294026 = -3150307.417515
  nChanged 27
		SP:Iteration 33Q (4014.190000 sec): 3 clusters
  Score: Raw -3153629.497142 + Penalty 3319.294026 = -3150310.203116
  nChanged 18
		SP:Iteration 34Q (4014.250000 sec): 3 clusters
  Score: Raw -3153631.172550 + Penalty 3319.294026 = -3150311.878524
  nChanged 14
		SP:Iteration 35Q (4014.300000 sec): 3 clusters
  Score: Raw -3153632.941908 + Penalty 3319.294026 = -3150313.647882
  nChanged 19
		SP:Iteration 36Q (4014.360000 sec): 3 clusters
  Score: Raw -3153635.172146 + Penalty 3319.294026 = -3150315.878120
  nChanged 24
		SP:Iteration 37Q (4014.410000 sec): 3 clusters
  Score: Raw -3153638.995295 + Penalty 3319.294026 = -3150319.701269
  nChanged 22
		SP:Iteration 38Q (4014.470000 sec): 3 clusters
  Score: Raw -3153642.322603 + Penalty 3319.294026 = -3150323.028577
  nChanged 25
		SP:Iteration 39Q (4014.520000 sec): 3 clusters
  Score: Raw -3153645.438816 + Penalty 3319.294026 = -3150326.144789
  nChanged 15
		SP:Iteration 40F (4014.590000 sec): 3 clusters
  Score: Raw -3153647.735684 + Penalty 3319.294026 = -3150328.441657
  nChanged 19
		SP:Iteration 41Q (4014.650000 sec): 3 clusters
  Score: Raw -3153650.227148 + Penalty 3319.294026 = -3150330.933122
  nChanged 17
		SP:Iteration 42Q (4014.700000 sec): 3 clusters
  Score: Raw -3153652.752721 + Penalty 3319.294026 = -3150333.458695
  nChanged 18
		SP:Iteration 43Q (4014.760000 sec): 3 clusters
  Score: Raw -3153654.668566 + Penalty 3319.294026 = -3150335.374540
  nChanged 12
		SP:Iteration 44Q (4014.810000 sec): 3 clusters
  Score: Raw -3153656.276194 + Penalty 3319.294026 = -3150336.982168
  nChanged 11
		SP:Iteration 45Q (4014.870000 sec): 3 clusters
  Score: Raw -3153657.973535 + Penalty 3319.294026 = -3150338.679508
  nChanged 12
		SP:Iteration 46Q (4014.920000 sec): 3 clusters
  Score: Raw -3153659.933663 + Penalty 3319.294026 = -3150340.639637
  nChanged 9
		SP:Iteration 47Q (4014.980000 sec): 3 clusters
  Score: Raw -3153661.037925 + Penalty 3319.294026 = -3150341.743898
  nChanged 6
		SP:Iteration 48Q (4015.030000 sec): 3 clusters
  Score: Raw -3153661.681410 + Penalty 3319.294026 = -3150342.387383
  nChanged 11
		SP:Iteration 49Q (4015.090000 sec): 3 clusters
  Score: Raw -3153663.015179 + Penalty 3319.294026 = -3150343.721153
  nChanged 7
		SP:Iteration 50Q (4015.140000 sec): 3 clusters
  Score: Raw -3153663.968533 + Penalty 3319.294026 = -3150344.674506
  nChanged 7
		SP:Iteration 51Q (4015.200000 sec): 3 clusters
  Score: Raw -3153664.774854 + Penalty 3319.294026 = -3150345.480827
  nChanged 9
		SP:Iteration 52Q (4015.250000 sec): 3 clusters
  Score: Raw -3153665.796000 + Penalty 3319.294026 = -3150346.501974
  nChanged 5
		SP:Iteration 53Q (4015.310000 sec): 3 clusters
  Score: Raw -3153666.339424 + Penalty 3319.294026 = -3150347.045397
  nChanged 8
		SP:Iteration 54Q (4015.360000 sec): 3 clusters
  Score: Raw -3153667.164352 + Penalty 3319.294026 = -3150347.870326
  nChanged 6
		SP:Iteration 55Q (4015.420000 sec): 3 clusters
  Score: Raw -3153667.701225 + Penalty 3319.294026 = -3150348.407199
  nChanged 7
		SP:Iteration 56Q (4015.470000 sec): 3 clusters
  Score: Raw -3153668.409492 + Penalty 3319.294026 = -3150349.115466
  nChanged 6
		SP:Iteration 57Q (4015.530000 sec): 3 clusters
  Score: Raw -3153669.189938 + Penalty 3319.294026 = -3150349.895911
  nChanged 2
		SP:Iteration 58Q (4015.580000 sec): 3 clusters
  Score: Raw -3153669.382265 + Penalty 3319.294026 = -3150350.088238
  nChanged 1
		SP:Iteration 59Q (4015.640000 sec): 3 clusters
  Score: Raw -3153669.526756 + Penalty 3319.294026 = -3150350.232730
  nChanged 1
		SP:Iteration 60F (4015.700000 sec): 3 clusters
  Score: Raw -3153669.599754 + Penalty 3319.294026 = -3150350.305728
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 67 (1492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4015.720000 sec): 2 clusters
  Score: Raw -150056.248209 + Penalty 1187.529327 = -148868.718882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4015.730000 sec): 3 clusters
  Score: Raw -149500.443908 + Penalty 2375.058654 = -147125.385254
  nChanged 485
		SP:Iteration 1F (4015.730000 sec): 3 clusters
  Score: Raw -150010.180497 + Penalty 2375.058654 = -147635.121843
  nChanged 159
		SP:Iteration 2F (4015.740000 sec): 3 clusters
  Score: Raw -150275.578234 + Penalty 2375.058654 = -147900.519580
  nChanged 101
		SP:Iteration 3F (4015.740000 sec): 3 clusters
  Score: Raw -150409.193620 + Penalty 2375.058654 = -148034.134966
  nChanged 75
		SP:Iteration 4F (4015.740000 sec): 3 clusters
  Score: Raw -150512.156772 + Penalty 2375.058654 = -148137.098118
  nChanged 61
		SP:Iteration 5Q (4015.740000 sec): 3 clusters
  Score: Raw -150578.406363 + Penalty 2375.058654 = -148203.347709
  nChanged 44
		SP:Iteration 6Q (4015.750000 sec): 3 clusters
  Score: Raw -150614.099793 + Penalty 2375.058654 = -148239.041140
  nChanged 25
		SP:Iteration 7Q (4015.750000 sec): 3 clusters
  Score: Raw -150637.292952 + Penalty 2375.058654 = -148262.234299
  nChanged 25
		SP:Iteration 8Q (4015.760000 sec): 3 clusters
  Score: Raw -150660.529241 + Penalty 2375.058654 = -148285.470587
  nChanged 18
		SP:Iteration 9Q (4015.760000 sec): 3 clusters
  Score: Raw -150677.154053 + Penalty 2375.058654 = -148302.095400
  nChanged 18
		SP:Iteration 10Q (4015.760000 sec): 3 clusters
  Score: Raw -150689.184440 + Penalty 2375.058654 = -148314.125786
  nChanged 10
		SP:Iteration 11Q (4015.760000 sec): 3 clusters
  Score: Raw -150695.214329 + Penalty 2375.058654 = -148320.155675
  nChanged 8
		SP:Iteration 12Q (4015.770000 sec): 3 clusters
  Score: Raw -150701.936451 + Penalty 2375.058654 = -148326.877798
  nChanged 7
		SP:Iteration 13Q (4015.770000 sec): 3 clusters
  Score: Raw -150705.886455 + Penalty 2375.058654 = -148330.827801
  nChanged 0
		SP:Iteration 14F (4015.780000 sec): 3 clusters
  Score: Raw -150705.886455 + Penalty 2375.058654 = -148330.827801
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 68 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4015.780000 sec): 2 clusters
  Score: Raw -203794.752422 + Penalty 1216.301171 = -202578.451251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4015.790000 sec): 3 clusters
  Score: Raw -203075.867147 + Penalty 2432.602342 = -200643.264805
  nChanged 633
		SP:Iteration 1F (4015.790000 sec): 3 clusters
  Score: Raw -203532.570511 + Penalty 2432.602342 = -201099.968169
  nChanged 169
		SP:Iteration 2F (4015.800000 sec): 3 clusters
  Score: Raw -203658.537734 + Penalty 2432.602342 = -201225.935392
  nChanged 74
		SP:Iteration 3Q (4015.800000 sec): 3 clusters
  Score: Raw -203716.203337 + Penalty 2432.602342 = -201283.600995
  nChanged 64
		SP:Iteration 4Q (4015.810000 sec): 3 clusters
  Score: Raw -203755.017737 + Penalty 2432.602342 = -201322.415395
  nChanged 41
		SP:Iteration 5Q (4015.810000 sec): 3 clusters
  Score: Raw -203781.668659 + Penalty 2432.602342 = -201349.066317
  nChanged 24
		SP:Iteration 6Q (4015.820000 sec): 3 clusters
  Score: Raw -203792.659585 + Penalty 2432.602342 = -201360.057243
  nChanged 14
		SP:Iteration 7Q (4015.820000 sec): 3 clusters
  Score: Raw -203800.571732 + Penalty 2432.602342 = -201367.969390
  nChanged 14
		SP:Iteration 8Q (4015.820000 sec): 3 clusters
  Score: Raw -203808.787035 + Penalty 2432.602342 = -201376.184693
  nChanged 12
		SP:Iteration 9Q (4015.830000 sec): 3 clusters
  Score: Raw -203814.224096 + Penalty 2432.602342 = -201381.621754
  nChanged 8
		SP:Iteration 10Q (4015.830000 sec): 3 clusters
  Score: Raw -203816.563969 + Penalty 2432.602342 = -201383.961627
  nChanged 3
		SP:Iteration 11Q (4015.840000 sec): 3 clusters
  Score: Raw -203817.727317 + Penalty 2432.602342 = -201385.124975
  nChanged 3
		SP:Iteration 12Q (4015.840000 sec): 3 clusters
  Score: Raw -203819.058789 + Penalty 2432.602342 = -201386.456447
  nChanged 5
		SP:Iteration 13Q (4015.840000 sec): 3 clusters
  Score: Raw -203820.534456 + Penalty 2432.602342 = -201387.932114
  nChanged 3
		SP:Iteration 14Q (4015.850000 sec): 3 clusters
  Score: Raw -203821.806382 + Penalty 2432.602342 = -201389.204040
  nChanged 4
		SP:Iteration 15Q (4015.850000 sec): 3 clusters
  Score: Raw -203823.703062 + Penalty 2432.602342 = -201391.100719
  nChanged 4
		SP:Iteration 16Q (4015.860000 sec): 3 clusters
  Score: Raw -203826.200875 + Penalty 2432.602342 = -201393.598533
  nChanged 6
		SP:Iteration 17Q (4015.860000 sec): 3 clusters
  Score: Raw -203827.915683 + Penalty 2432.602342 = -201395.313341
  nChanged 5
		SP:Iteration 18Q (4015.870000 sec): 3 clusters
  Score: Raw -203831.177704 + Penalty 2432.602342 = -201398.575362
  nChanged 7
		SP:Iteration 19Q (4015.870000 sec): 3 clusters
  Score: Raw -203835.748837 + Penalty 2432.602342 = -201403.146494
  nChanged 7
		SP:Iteration 20F (4015.880000 sec): 3 clusters
  Score: Raw -203840.778586 + Penalty 2432.602342 = -201408.176244
  nChanged 13
		SP:Iteration 21Q (4015.880000 sec): 3 clusters
  Score: Raw -203847.226821 + Penalty 2432.602342 = -201414.624479
  nChanged 15
		SP:Iteration 22Q (4015.880000 sec): 3 clusters
  Score: Raw -203855.791432 + Penalty 2432.602342 = -201423.189089
  nChanged 13
		SP:Iteration 23Q (4015.890000 sec): 3 clusters
  Score: Raw -203860.835427 + Penalty 2432.602342 = -201428.233084
  nChanged 11
		SP:Iteration 24Q (4015.890000 sec): 3 clusters
  Score: Raw -203866.176512 + Penalty 2432.602342 = -201433.574170
  nChanged 8
		SP:Iteration 25Q (4015.900000 sec): 3 clusters
  Score: Raw -203868.805018 + Penalty 2432.602342 = -201436.202676
  nChanged 11
		SP:Iteration 26Q (4015.900000 sec): 3 clusters
  Score: Raw -203873.341624 + Penalty 2432.602342 = -201440.739282
  nChanged 8
		SP:Iteration 27Q (4015.900000 sec): 3 clusters
  Score: Raw -203876.767675 + Penalty 2432.602342 = -201444.165333
  nChanged 7
		SP:Iteration 28Q (4015.910000 sec): 3 clusters
  Score: Raw -203879.554435 + Penalty 2432.602342 = -201446.952093
  nChanged 8
		SP:Iteration 29Q (4015.910000 sec): 3 clusters
  Score: Raw -203883.505885 + Penalty 2432.602342 = -201450.903543
  nChanged 2
		SP:Iteration 30Q (4015.920000 sec): 3 clusters
  Score: Raw -203883.958482 + Penalty 2432.602342 = -201451.356140
  nChanged 0
		SP:Iteration 31F (4015.920000 sec): 3 clusters
  Score: Raw -203883.958482 + Penalty 2432.602342 = -201451.356140
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 69 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4015.930000 sec): 2 clusters
  Score: Raw -52604.729461 + Penalty 1019.648828 = -51585.080632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4015.930000 sec): 3 clusters
  Score: Raw -52615.275999 + Penalty 2039.297657 = -50575.978342
  nChanged 147
		SP:Iteration 1F (4015.930000 sec): 3 clusters
  Score: Raw -53019.909462 + Penalty 2039.297657 = -50980.611805
  nChanged 38
		SP:Iteration 2F (4015.930000 sec): 3 clusters
  Score: Raw -53122.123932 + Penalty 2039.297657 = -51082.826275
  nChanged 28
		SP:Iteration 3F (4015.930000 sec): 3 clusters
  Score: Raw -53218.095428 + Penalty 2039.297657 = -51178.797771
  nChanged 22
		SP:Iteration 4Q (4015.940000 sec): 3 clusters
  Score: Raw -53275.828797 + Penalty 2039.297657 = -51236.531141
  nChanged 18
		SP:Iteration 5Q (4015.940000 sec): 3 clusters
  Score: Raw -53329.521481 + Penalty 2039.297657 = -51290.223824
  nChanged 8
		SP:Iteration 6Q (4015.940000 sec): 3 clusters
  Score: Raw -53366.658400 + Penalty 2039.297657 = -51327.360743
  nChanged 4
		SP:Iteration 7Q (4015.940000 sec): 3 clusters
  Score: Raw -53379.612103 + Penalty 2039.297657 = -51340.314446
  nChanged 5
		SP:Iteration 8Q (4015.940000 sec): 3 clusters
  Score: Raw -53396.111442 + Penalty 2039.297657 = -51356.813785
  nChanged 4
		SP:Iteration 9Q (4015.940000 sec): 3 clusters
  Score: Raw -53409.290416 + Penalty 2039.297657 = -51369.992759
  nChanged 4
		SP:Iteration 10Q (4015.940000 sec): 3 clusters
  Score: Raw -53424.961700 + Penalty 2039.297657 = -51385.664043
  nChanged 2
		SP:Iteration 11Q (4015.940000 sec): 3 clusters
  Score: Raw -53428.537782 + Penalty 2039.297657 = -51389.240125
  nChanged 0
		SP:Iteration 12F (4015.940000 sec): 3 clusters
  Score: Raw -53428.537782 + Penalty 2039.297657 = -51389.240125
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 70 (7138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4015.970000 sec): 2 clusters
  Score: Raw -799800.775021 + Penalty 1441.893034 = -798358.881987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4015.980000 sec): 3 clusters
  Score: Raw -796010.608944 + Penalty 2883.786069 = -793126.822875
  nChanged 2962
		SP:Iteration 1F (4016.000000 sec): 3 clusters
  Score: Raw -797563.749513 + Penalty 2883.786069 = -794679.963444
  nChanged 468
		SP:Iteration 2F (4016.020000 sec): 3 clusters
  Score: Raw -797758.490094 + Penalty 2883.786069 = -794874.704025
  nChanged 350
		SP:Iteration 3Q (4016.040000 sec): 3 clusters
  Score: Raw -797903.951312 + Penalty 2883.786069 = -795020.165243
  nChanged 269
		SP:Iteration 4Q (4016.060000 sec): 3 clusters
  Score: Raw -798006.096682 + Penalty 2883.786069 = -795122.310613
  nChanged 250
		SP:Iteration 5Q (4016.070000 sec): 3 clusters
  Score: Raw -798096.886475 + Penalty 2883.786069 = -795213.100406
  nChanged 193
		SP:Iteration 6Q (4016.090000 sec): 3 clusters
  Score: Raw -798159.939101 + Penalty 2883.786069 = -795276.153032
  nChanged 169
		SP:Iteration 7Q (4016.110000 sec): 3 clusters
  Score: Raw -798213.073698 + Penalty 2883.786069 = -795329.287630
  nChanged 144
		SP:Iteration 8Q (4016.130000 sec): 3 clusters
  Score: Raw -798259.711832 + Penalty 2883.786069 = -795375.925763
  nChanged 133
		SP:Iteration 9Q (4016.140000 sec): 3 clusters
  Score: Raw -798306.517308 + Penalty 2883.786069 = -795422.731239
  nChanged 118
		SP:Iteration 10Q (4016.160000 sec): 3 clusters
  Score: Raw -798349.869142 + Penalty 2883.786069 = -795466.083074
  nChanged 140
		SP:Iteration 11Q (4016.180000 sec): 3 clusters
  Score: Raw -798402.792654 + Penalty 2883.786069 = -795519.006585
  nChanged 127
		SP:Iteration 12Q (4016.200000 sec): 3 clusters
  Score: Raw -798448.996524 + Penalty 2883.786069 = -795565.210455
  nChanged 150
		SP:Iteration 13Q (4016.220000 sec): 3 clusters
  Score: Raw -798508.681259 + Penalty 2883.786069 = -795624.895190
  nChanged 152
		SP:Iteration 14Q (4016.230000 sec): 3 clusters
  Score: Raw -798575.909033 + Penalty 2883.786069 = -795692.122964
  nChanged 180
		SP:Iteration 15Q (4016.250000 sec): 3 clusters
  Score: Raw -798660.908401 + Penalty 2883.786069 = -795777.122333
  nChanged 202
		SP:Iteration 16Q (4016.270000 sec): 3 clusters
  Score: Raw -798766.503609 + Penalty 2883.786069 = -795882.717540
  nChanged 222
		SP:Iteration 17Q (4016.280000 sec): 3 clusters
  Score: Raw -798880.404774 + Penalty 2883.786069 = -795996.618706
  nChanged 224
		SP:Iteration 18Q (4016.300000 sec): 3 clusters
  Score: Raw -799010.512424 + Penalty 2883.786069 = -796126.726355
  nChanged 219
		SP:Iteration 19Q (4016.320000 sec): 3 clusters
  Score: Raw -799138.945225 + Penalty 2883.786069 = -796255.159156
  nChanged 206
		SP:Iteration 20F (4016.340000 sec): 3 clusters
  Score: Raw -799270.310873 + Penalty 2883.786069 = -796386.524804
  nChanged 210
		SP:Iteration 21Q (4016.350000 sec): 3 clusters
  Score: Raw -799411.988415 + Penalty 2883.786069 = -796528.202347
  nChanged 185
		SP:Iteration 22Q (4016.370000 sec): 3 clusters
  Score: Raw -799552.465850 + Penalty 2883.786069 = -796668.679781
  nChanged 169
		SP:Iteration 23Q (4016.380000 sec): 3 clusters
  Score: Raw -799683.522272 + Penalty 2883.786069 = -796799.736203
  nChanged 121
		SP:Iteration 24Q (4016.400000 sec): 3 clusters
  Score: Raw -799774.136867 + Penalty 2883.786069 = -796890.350799
  nChanged 70
		SP:Iteration 25Q (4016.420000 sec): 3 clusters
  Score: Raw -799828.974169 + Penalty 2883.786069 = -796945.188101
  nChanged 59
		SP:Iteration 26Q (4016.430000 sec): 3 clusters
  Score: Raw -799873.414920 + Penalty 2883.786069 = -796989.628851
  nChanged 29
		SP:Iteration 27Q (4016.440000 sec): 3 clusters
  Score: Raw -799895.937850 + Penalty 2883.786069 = -797012.151781
  nChanged 36
		SP:Iteration 28Q (4016.460000 sec): 3 clusters
  Score: Raw -799927.281230 + Penalty 2883.786069 = -797043.495162
  nChanged 30
		SP:Iteration 29Q (4016.470000 sec): 3 clusters
  Score: Raw -799958.167869 + Penalty 2883.786069 = -797074.381801
  nChanged 20
		SP:Iteration 30Q (4016.480000 sec): 3 clusters
  Score: Raw -799981.491252 + Penalty 2883.786069 = -797097.705183
  nChanged 11
		SP:Iteration 31Q (4016.500000 sec): 3 clusters
  Score: Raw -799992.903641 + Penalty 2883.786069 = -797109.117573
  nChanged 6
		SP:Iteration 32Q (4016.510000 sec): 3 clusters
  Score: Raw -799998.476690 + Penalty 2883.786069 = -797114.690621
  nChanged 5
		SP:Iteration 33Q (4016.520000 sec): 3 clusters
  Score: Raw -800004.363579 + Penalty 2883.786069 = -797120.577510
  nChanged 3
		SP:Iteration 34Q (4016.540000 sec): 3 clusters
  Score: Raw -800007.281425 + Penalty 2883.786069 = -797123.495356
  nChanged 0
		SP:Iteration 35F (4016.560000 sec): 3 clusters
  Score: Raw -800007.281425 + Penalty 2883.786069 = -797123.495356
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 71 (903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4016.560000 sec): 2 clusters
  Score: Raw -102237.101305 + Penalty 1105.929915 = -101131.171390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4016.570000 sec): 3 clusters
  Score: Raw -101986.382319 + Penalty 2211.859830 = -99774.522489
  nChanged 262
		SP:Iteration 1F (4016.570000 sec): 3 clusters
  Score: Raw -102228.970269 + Penalty 2211.859830 = -100017.110439
  nChanged 69
		SP:Iteration 2F (4016.570000 sec): 3 clusters
  Score: Raw -102323.980753 + Penalty 2211.859830 = -100112.120923
  nChanged 52
		SP:Iteration 3F (4016.570000 sec): 3 clusters
  Score: Raw -102397.075219 + Penalty 2211.859830 = -100185.215389
  nChanged 40
		SP:Iteration 4Q (4016.580000 sec): 3 clusters
  Score: Raw -102450.428772 + Penalty 2211.859830 = -100238.568942
  nChanged 27
		SP:Iteration 5Q (4016.580000 sec): 3 clusters
  Score: Raw -102487.261452 + Penalty 2211.859830 = -100275.401622
  nChanged 26
		SP:Iteration 6Q (4016.580000 sec): 3 clusters
  Score: Raw -102533.997293 + Penalty 2211.859830 = -100322.137464
  nChanged 27
		SP:Iteration 7Q (4016.580000 sec): 3 clusters
  Score: Raw -102613.862508 + Penalty 2211.859830 = -100402.002678
  nChanged 27
		SP:Iteration 8Q (4016.580000 sec): 3 clusters
  Score: Raw -102668.443936 + Penalty 2211.859830 = -100456.584106
  nChanged 26
		SP:Iteration 9Q (4016.590000 sec): 3 clusters
  Score: Raw -102705.125397 + Penalty 2211.859830 = -100493.265567
  nChanged 17
		SP:Iteration 10Q (4016.590000 sec): 3 clusters
  Score: Raw -102730.483221 + Penalty 2211.859830 = -100518.623391
  nChanged 16
		SP:Iteration 11Q (4016.590000 sec): 3 clusters
  Score: Raw -102751.947477 + Penalty 2211.859830 = -100540.087648
  nChanged 9
		SP:Iteration 12Q (4016.590000 sec): 3 clusters
  Score: Raw -102771.426019 + Penalty 2211.859830 = -100559.566189
  nChanged 12
		SP:Iteration 13Q (4016.600000 sec): 3 clusters
  Score: Raw -102790.024991 + Penalty 2211.859830 = -100578.165161
  nChanged 8
		SP:Iteration 14Q (4016.600000 sec): 3 clusters
  Score: Raw -102799.524398 + Penalty 2211.859830 = -100587.664568
  nChanged 4
		SP:Iteration 15Q (4016.600000 sec): 3 clusters
  Score: Raw -102803.616042 + Penalty 2211.859830 = -100591.756212
  nChanged 1
		SP:Iteration 16Q (4016.600000 sec): 3 clusters
  Score: Raw -102804.128458 + Penalty 2211.859830 = -100592.268628
  nChanged 0
		SP:Iteration 17F (4016.600000 sec): 3 clusters
  Score: Raw -102804.128458 + Penalty 2211.859830 = -100592.268628
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 72 (3172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4016.620000 sec): 2 clusters
  Score: Raw -339155.250527 + Penalty 1310.094107 = -337845.156420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4016.620000 sec): 3 clusters
  Score: Raw -337642.195788 + Penalty 2620.188214 = -335022.007574
  nChanged 1223
		SP:Iteration 1F (4016.630000 sec): 3 clusters
  Score: Raw -338433.354310 + Penalty 2620.188214 = -335813.166096
  nChanged 287
		SP:Iteration 2F (4016.640000 sec): 3 clusters
  Score: Raw -338659.515586 + Penalty 2620.188214 = -336039.327372
  nChanged 190
		SP:Iteration 3F (4016.650000 sec): 3 clusters
  Score: Raw -338790.012568 + Penalty 2620.188214 = -336169.824353
  nChanged 144
		SP:Iteration 4Q (4016.650000 sec): 3 clusters
  Score: Raw -338884.007383 + Penalty 2620.188214 = -336263.819169
  nChanged 128
		SP:Iteration 5Q (4016.660000 sec): 3 clusters
  Score: Raw -338978.196045 + Penalty 2620.188214 = -336358.007831
  nChanged 118
		SP:Iteration 6Q (4016.670000 sec): 3 clusters
  Score: Raw -339064.710670 + Penalty 2620.188214 = -336444.522456
  nChanged 101
		SP:Iteration 7Q (4016.680000 sec): 3 clusters
  Score: Raw -339132.729907 + Penalty 2620.188214 = -336512.541692
  nChanged 102
		SP:Iteration 8Q (4016.680000 sec): 3 clusters
  Score: Raw -339206.399107 + Penalty 2620.188214 = -336586.210892
  nChanged 91
		SP:Iteration 9Q (4016.690000 sec): 3 clusters
  Score: Raw -339275.398859 + Penalty 2620.188214 = -336655.210645
  nChanged 83
		SP:Iteration 10Q (4016.700000 sec): 3 clusters
  Score: Raw -339332.252958 + Penalty 2620.188214 = -336712.064744
  nChanged 78
		SP:Iteration 11Q (4016.710000 sec): 3 clusters
  Score: Raw -339393.510790 + Penalty 2620.188214 = -336773.322576
  nChanged 76
		SP:Iteration 12Q (4016.720000 sec): 3 clusters
  Score: Raw -339446.021715 + Penalty 2620.188214 = -336825.833500
  nChanged 70
		SP:Iteration 13Q (4016.720000 sec): 3 clusters
  Score: Raw -339504.070463 + Penalty 2620.188214 = -336883.882249
  nChanged 67
		SP:Iteration 14Q (4016.730000 sec): 3 clusters
  Score: Raw -339545.153214 + Penalty 2620.188214 = -336924.964999
  nChanged 47
		SP:Iteration 15Q (4016.740000 sec): 3 clusters
  Score: Raw -339574.721891 + Penalty 2620.188214 = -336954.533677
  nChanged 52
		SP:Iteration 16Q (4016.740000 sec): 3 clusters
  Score: Raw -339608.485366 + Penalty 2620.188214 = -336988.297152
  nChanged 48
		SP:Iteration 17Q (4016.750000 sec): 3 clusters
  Score: Raw -339634.908978 + Penalty 2620.188214 = -337014.720764
  nChanged 32
		SP:Iteration 18Q (4016.760000 sec): 3 clusters
  Score: Raw -339649.766187 + Penalty 2620.188214 = -337029.577973
  nChanged 32
		SP:Iteration 19Q (4016.770000 sec): 3 clusters
  Score: Raw -339663.981612 + Penalty 2620.188214 = -337043.793398
  nChanged 25
		SP:Iteration 20F (4016.780000 sec): 3 clusters
  Score: Raw -339672.924608 + Penalty 2620.188214 = -337052.736393
  nChanged 11
		SP:Iteration 21Q (4016.780000 sec): 3 clusters
  Score: Raw -339678.005957 + Penalty 2620.188214 = -337057.817742
  nChanged 15
		SP:Iteration 22Q (4016.790000 sec): 3 clusters
  Score: Raw -339685.908803 + Penalty 2620.188214 = -337065.720589
  nChanged 16
		SP:Iteration 23Q (4016.800000 sec): 3 clusters
  Score: Raw -339691.074290 + Penalty 2620.188214 = -337070.886075
  nChanged 12
		SP:Iteration 24Q (4016.800000 sec): 3 clusters
  Score: Raw -339695.490058 + Penalty 2620.188214 = -337075.301844
  nChanged 10
		SP:Iteration 25Q (4016.810000 sec): 3 clusters
  Score: Raw -339699.456143 + Penalty 2620.188214 = -337079.267929
  nChanged 9
		SP:Iteration 26Q (4016.820000 sec): 3 clusters
  Score: Raw -339702.548635 + Penalty 2620.188214 = -337082.360420
  nChanged 5
		SP:Iteration 27Q (4016.820000 sec): 3 clusters
  Score: Raw -339704.972478 + Penalty 2620.188214 = -337084.784264
  nChanged 4
		SP:Iteration 28Q (4016.830000 sec): 3 clusters
  Score: Raw -339706.101074 + Penalty 2620.188214 = -337085.912859
  nChanged 6
		SP:Iteration 29Q (4016.840000 sec): 3 clusters
  Score: Raw -339707.649985 + Penalty 2620.188214 = -337087.461770
  nChanged 1
		SP:Iteration 30Q (4016.840000 sec): 3 clusters
  Score: Raw -339707.930659 + Penalty 2620.188214 = -337087.742445
  nChanged 1
		SP:Iteration 31Q (4016.850000 sec): 3 clusters
  Score: Raw -339708.231290 + Penalty 2620.188214 = -337088.043075
  nChanged 0
		SP:Iteration 32F (4016.860000 sec): 3 clusters
  Score: Raw -339708.231290 + Penalty 2620.188214 = -337088.043075
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 73 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4016.870000 sec): 2 clusters
  Score: Raw -109851.616907 + Penalty 1135.166795 = -108716.450112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4016.870000 sec): 3 clusters
  Score: Raw -109487.321800 + Penalty 2270.333591 = -107216.988210
  nChanged 337
		SP:Iteration 1F (4016.870000 sec): 3 clusters
  Score: Raw -109827.237961 + Penalty 2270.333591 = -107556.904370
  nChanged 112
		SP:Iteration 2F (4016.880000 sec): 3 clusters
  Score: Raw -109968.972645 + Penalty 2270.333591 = -107698.639054
  nChanged 73
		SP:Iteration 3F (4016.880000 sec): 3 clusters
  Score: Raw -110078.143150 + Penalty 2270.333591 = -107807.809559
  nChanged 56
		SP:Iteration 4F (4016.880000 sec): 3 clusters
  Score: Raw -110188.190227 + Penalty 2270.333591 = -107917.856636
  nChanged 45
		SP:Iteration 5Q (4016.880000 sec): 3 clusters
  Score: Raw -110276.096457 + Penalty 2270.333591 = -108005.762866
  nChanged 37
		SP:Iteration 6Q (4016.890000 sec): 3 clusters
  Score: Raw -110339.293745 + Penalty 2270.333591 = -108068.960154
  nChanged 31
		SP:Iteration 7Q (4016.890000 sec): 3 clusters
  Score: Raw -110377.304712 + Penalty 2270.333591 = -108106.971122
  nChanged 25
		SP:Iteration 8Q (4016.890000 sec): 3 clusters
  Score: Raw -110412.822140 + Penalty 2270.333591 = -108142.488549
  nChanged 15
		SP:Iteration 9Q (4016.900000 sec): 3 clusters
  Score: Raw -110432.037272 + Penalty 2270.333591 = -108161.703681
  nChanged 9
		SP:Iteration 10Q (4016.900000 sec): 3 clusters
  Score: Raw -110442.096039 + Penalty 2270.333591 = -108171.762449
  nChanged 9
		SP:Iteration 11Q (4016.900000 sec): 3 clusters
  Score: Raw -110452.213584 + Penalty 2270.333591 = -108181.879993
  nChanged 8
		SP:Iteration 12Q (4016.900000 sec): 3 clusters
  Score: Raw -110471.106620 + Penalty 2270.333591 = -108200.773029
  nChanged 12
		SP:Iteration 13Q (4016.900000 sec): 3 clusters
  Score: Raw -110499.137974 + Penalty 2270.333591 = -108228.804383
  nChanged 14
		SP:Iteration 14Q (4016.910000 sec): 3 clusters
  Score: Raw -110524.166561 + Penalty 2270.333591 = -108253.832970
  nChanged 8
		SP:Iteration 15Q (4016.910000 sec): 3 clusters
  Score: Raw -110533.620647 + Penalty 2270.333591 = -108263.287056
  nChanged 10
		SP:Iteration 16Q (4016.910000 sec): 3 clusters
  Score: Raw -110553.559785 + Penalty 2270.333591 = -108283.226194
  nChanged 11
		SP:Iteration 17Q (4016.910000 sec): 3 clusters
  Score: Raw -110568.178780 + Penalty 2270.333591 = -108297.845190
  nChanged 8
		SP:Iteration 18Q (4016.920000 sec): 3 clusters
  Score: Raw -110578.237452 + Penalty 2270.333591 = -108307.903861
  nChanged 4
		SP:Iteration 19Q (4016.920000 sec): 3 clusters
  Score: Raw -110580.961003 + Penalty 2270.333591 = -108310.627413
  nChanged 4
		SP:Iteration 20F (4016.920000 sec): 3 clusters
  Score: Raw -110584.841521 + Penalty 2270.333591 = -108314.507930
  nChanged 4
		SP:Iteration 21Q (4016.920000 sec): 3 clusters
  Score: Raw -110587.061792 + Penalty 2270.333591 = -108316.728201
  nChanged 1
		SP:Iteration 22Q (4016.920000 sec): 3 clusters
  Score: Raw -110588.337067 + Penalty 2270.333591 = -108318.003476
  nChanged 0
		SP:Iteration 23F (4016.930000 sec): 3 clusters
  Score: Raw -110588.337067 + Penalty 2270.333591 = -108318.003476
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 74 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4016.940000 sec): 2 clusters
  Score: Raw -105505.416649 + Penalty 1128.727274 = -104376.689375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4016.940000 sec): 3 clusters
  Score: Raw -105169.666167 + Penalty 2257.454547 = -102912.211620
  nChanged 316
		SP:Iteration 1F (4016.940000 sec): 3 clusters
  Score: Raw -105514.615669 + Penalty 2257.454547 = -103257.161122
  nChanged 91
		SP:Iteration 2F (4016.940000 sec): 3 clusters
  Score: Raw -105648.306271 + Penalty 2257.454547 = -103390.851724
  nChanged 58
		SP:Iteration 3F (4016.940000 sec): 3 clusters
  Score: Raw -105726.697483 + Penalty 2257.454547 = -103469.242935
  nChanged 31
		SP:Iteration 4Q (4016.950000 sec): 3 clusters
  Score: Raw -105762.908349 + Penalty 2257.454547 = -103505.453802
  nChanged 28
		SP:Iteration 5Q (4016.950000 sec): 3 clusters
  Score: Raw -105790.424157 + Penalty 2257.454547 = -103532.969610
  nChanged 15
		SP:Iteration 6Q (4016.950000 sec): 3 clusters
  Score: Raw -105806.191716 + Penalty 2257.454547 = -103548.737169
  nChanged 10
		SP:Iteration 7Q (4016.960000 sec): 3 clusters
  Score: Raw -105817.945759 + Penalty 2257.454547 = -103560.491212
  nChanged 11
		SP:Iteration 8Q (4016.960000 sec): 3 clusters
  Score: Raw -105830.911702 + Penalty 2257.454547 = -103573.457155
  nChanged 7
		SP:Iteration 9Q (4016.960000 sec): 3 clusters
  Score: Raw -105839.926843 + Penalty 2257.454547 = -103582.472296
  nChanged 7
		SP:Iteration 10Q (4016.960000 sec): 3 clusters
  Score: Raw -105850.845083 + Penalty 2257.454547 = -103593.390536
  nChanged 6
		SP:Iteration 11Q (4016.960000 sec): 3 clusters
  Score: Raw -105858.873346 + Penalty 2257.454547 = -103601.418799
  nChanged 7
		SP:Iteration 12Q (4016.970000 sec): 3 clusters
  Score: Raw -105863.772332 + Penalty 2257.454547 = -103606.317785
  nChanged 5
		SP:Iteration 13Q (4016.970000 sec): 3 clusters
  Score: Raw -105869.293295 + Penalty 2257.454547 = -103611.838748
  nChanged 4
		SP:Iteration 14Q (4016.970000 sec): 3 clusters
  Score: Raw -105872.104970 + Penalty 2257.454547 = -103614.650423
  nChanged 3
		SP:Iteration 15Q (4016.970000 sec): 3 clusters
  Score: Raw -105875.639019 + Penalty 2257.454547 = -103618.184472
  nChanged 6
		SP:Iteration 16Q (4016.980000 sec): 3 clusters
  Score: Raw -105880.747541 + Penalty 2257.454547 = -103623.292994
  nChanged 5
		SP:Iteration 17Q (4016.980000 sec): 3 clusters
  Score: Raw -105886.286823 + Penalty 2257.454547 = -103628.832276
  nChanged 3
		SP:Iteration 18Q (4016.980000 sec): 3 clusters
  Score: Raw -105889.564137 + Penalty 2257.454547 = -103632.109590
  nChanged 3
		SP:Iteration 19Q (4016.980000 sec): 3 clusters
  Score: Raw -105892.633077 + Penalty 2257.454547 = -103635.178530
  nChanged 1
		SP:Iteration 20F (4016.980000 sec): 3 clusters
  Score: Raw -105893.959398 + Penalty 2257.454547 = -103636.504851
  nChanged 1
		SP:Iteration 21Q (4016.990000 sec): 3 clusters
  Score: Raw -105894.635163 + Penalty 2257.454547 = -103637.180616
  nChanged 0
		SP:Iteration 22F (4016.990000 sec): 3 clusters
  Score: Raw -105894.635163 + Penalty 2257.454547 = -103637.180616
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 75 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4017.000000 sec): 2 clusters
  Score: Raw -63170.708022 + Penalty 1033.430754 = -62137.277268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4017.000000 sec): 3 clusters
  Score: Raw -63077.199906 + Penalty 2066.861507 = -61010.338398
  nChanged 166
		SP:Iteration 1F (4017.000000 sec): 3 clusters
  Score: Raw -63283.869872 + Penalty 2066.861507 = -61217.008364
  nChanged 44
		SP:Iteration 2F (4017.000000 sec): 3 clusters
  Score: Raw -63382.529446 + Penalty 2066.861507 = -61315.667939
  nChanged 23
		SP:Iteration 3Q (4017.000000 sec): 3 clusters
  Score: Raw -63436.319886 + Penalty 2066.861507 = -61369.458379
  nChanged 17
		SP:Iteration 4Q (4017.000000 sec): 3 clusters
  Score: Raw -63486.668403 + Penalty 2066.861507 = -61419.806895
  nChanged 17
		SP:Iteration 5Q (4017.000000 sec): 3 clusters
  Score: Raw -63529.362326 + Penalty 2066.861507 = -61462.500819
  nChanged 12
		SP:Iteration 6Q (4017.010000 sec): 3 clusters
  Score: Raw -63558.446790 + Penalty 2066.861507 = -61491.585283
  nChanged 9
		SP:Iteration 7Q (4017.010000 sec): 3 clusters
  Score: Raw -63583.530473 + Penalty 2066.861507 = -61516.668966
  nChanged 7
		SP:Iteration 8Q (4017.010000 sec): 3 clusters
  Score: Raw -63598.630660 + Penalty 2066.861507 = -61531.769153
  nChanged 8
		SP:Iteration 9Q (4017.010000 sec): 3 clusters
  Score: Raw -63607.296464 + Penalty 2066.861507 = -61540.434957
  nChanged 3
		SP:Iteration 10Q (4017.010000 sec): 3 clusters
  Score: Raw -63614.531708 + Penalty 2066.861507 = -61547.670201
  nChanged 1
		SP:Iteration 11Q (4017.010000 sec): 3 clusters
  Score: Raw -63616.571745 + Penalty 2066.861507 = -61549.710238
  nChanged 1
		SP:Iteration 12Q (4017.020000 sec): 3 clusters
  Score: Raw -63618.194384 + Penalty 2066.861507 = -61551.332877
  nChanged 2
		SP:Iteration 13Q (4017.020000 sec): 3 clusters
  Score: Raw -63620.530988 + Penalty 2066.861507 = -61553.669481
  nChanged 0
		SP:Iteration 14F (4017.020000 sec): 3 clusters
  Score: Raw -63620.530988 + Penalty 2066.861507 = -61553.669481
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 76 (649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4017.020000 sec): 2 clusters
  Score: Raw -72011.688660 + Penalty 1052.257816 = -70959.430843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4017.030000 sec): 3 clusters
  Score: Raw -71902.975347 + Penalty 2104.515633 = -69798.459714
  nChanged 172
		SP:Iteration 1F (4017.030000 sec): 3 clusters
  Score: Raw -72112.003594 + Penalty 2104.515633 = -70007.487961
  nChanged 43
		SP:Iteration 2F (4017.030000 sec): 3 clusters
  Score: Raw -72186.460235 + Penalty 2104.515633 = -70081.944602
  nChanged 29
		SP:Iteration 3Q (4017.030000 sec): 3 clusters
  Score: Raw -72228.697437 + Penalty 2104.515633 = -70124.181804
  nChanged 16
		SP:Iteration 4Q (4017.030000 sec): 3 clusters
  Score: Raw -72253.865853 + Penalty 2104.515633 = -70149.350220
  nChanged 15
		SP:Iteration 5Q (4017.040000 sec): 3 clusters
  Score: Raw -72281.751779 + Penalty 2104.515633 = -70177.236146
  nChanged 6
		SP:Iteration 6Q (4017.040000 sec): 3 clusters
  Score: Raw -72286.943346 + Penalty 2104.515633 = -70182.427713
  nChanged 4
		SP:Iteration 7Q (4017.040000 sec): 3 clusters
  Score: Raw -72291.264087 + Penalty 2104.515633 = -70186.748454
  nChanged 0
		SP:Iteration 8F (4017.040000 sec): 3 clusters
  Score: Raw -72291.264087 + Penalty 2104.515633 = -70186.748454
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 77 (2635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4017.050000 sec): 2 clusters
  Score: Raw -275725.014816 + Penalty 1279.953750 = -274445.061067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4017.060000 sec): 3 clusters
  Score: Raw -274566.895354 + Penalty 2559.907500 = -272006.987855
  nChanged 955
		SP:Iteration 1F (4017.060000 sec): 3 clusters
  Score: Raw -275257.721364 + Penalty 2559.907500 = -272697.813865
  nChanged 224
		SP:Iteration 2F (4017.070000 sec): 3 clusters
  Score: Raw -275441.242179 + Penalty 2559.907500 = -272881.334680
  nChanged 153
		SP:Iteration 3F (4017.080000 sec): 3 clusters
  Score: Raw -275558.207354 + Penalty 2559.907500 = -272998.299854
  nChanged 107
		SP:Iteration 4Q (4017.080000 sec): 3 clusters
  Score: Raw -275645.865131 + Penalty 2559.907500 = -273085.957631
  nChanged 92
		SP:Iteration 5Q (4017.090000 sec): 3 clusters
  Score: Raw -275711.577380 + Penalty 2559.907500 = -273151.669881
  nChanged 74
		SP:Iteration 6Q (4017.100000 sec): 3 clusters
  Score: Raw -275758.933719 + Penalty 2559.907500 = -273199.026219
  nChanged 65
		SP:Iteration 7Q (4017.100000 sec): 3 clusters
  Score: Raw -275804.080249 + Penalty 2559.907500 = -273244.172749
  nChanged 48
		SP:Iteration 8Q (4017.110000 sec): 3 clusters
  Score: Raw -275839.429932 + Penalty 2559.907500 = -273279.522433
  nChanged 58
		SP:Iteration 9Q (4017.120000 sec): 3 clusters
  Score: Raw -275869.318520 + Penalty 2559.907500 = -273309.411020
  nChanged 38
		SP:Iteration 10Q (4017.120000 sec): 3 clusters
  Score: Raw -275890.232305 + Penalty 2559.907500 = -273330.324805
  nChanged 34
		SP:Iteration 11Q (4017.130000 sec): 3 clusters
  Score: Raw -275909.178046 + Penalty 2559.907500 = -273349.270546
  nChanged 38
		SP:Iteration 12Q (4017.140000 sec): 3 clusters
  Score: Raw -275930.962464 + Penalty 2559.907500 = -273371.054964
  nChanged 42
		SP:Iteration 13Q (4017.140000 sec): 3 clusters
  Score: Raw -275956.821967 + Penalty 2559.907500 = -273396.914468
  nChanged 35
		SP:Iteration 14Q (4017.150000 sec): 3 clusters
  Score: Raw -275978.105086 + Penalty 2559.907500 = -273418.197586
  nChanged 37
		SP:Iteration 15Q (4017.160000 sec): 3 clusters
  Score: Raw -276001.037444 + Penalty 2559.907500 = -273441.129944
  nChanged 35
		SP:Iteration 16Q (4017.160000 sec): 3 clusters
  Score: Raw -276018.577146 + Penalty 2559.907500 = -273458.669646
  nChanged 30
		SP:Iteration 17Q (4017.170000 sec): 3 clusters
  Score: Raw -276032.621822 + Penalty 2559.907500 = -273472.714322
  nChanged 29
		SP:Iteration 18Q (4017.170000 sec): 3 clusters
  Score: Raw -276047.214286 + Penalty 2559.907500 = -273487.306786
  nChanged 24
		SP:Iteration 19Q (4017.180000 sec): 3 clusters
  Score: Raw -276060.167980 + Penalty 2559.907500 = -273500.260480
  nChanged 27
		SP:Iteration 20F (4017.180000 sec): 3 clusters
  Score: Raw -276076.735902 + Penalty 2559.907500 = -273516.828402
  nChanged 27
		SP:Iteration 21Q (4017.190000 sec): 3 clusters
  Score: Raw -276091.956293 + Penalty 2559.907500 = -273532.048793
  nChanged 15
		SP:Iteration 22Q (4017.200000 sec): 3 clusters
  Score: Raw -276101.297025 + Penalty 2559.907500 = -273541.389525
  nChanged 19
		SP:Iteration 23Q (4017.200000 sec): 3 clusters
  Score: Raw -276110.325070 + Penalty 2559.907500 = -273550.417570
  nChanged 18
		SP:Iteration 24Q (4017.210000 sec): 3 clusters
  Score: Raw -276122.387535 + Penalty 2559.907500 = -273562.480035
  nChanged 26
		SP:Iteration 25Q (4017.220000 sec): 3 clusters
  Score: Raw -276141.514999 + Penalty 2559.907500 = -273581.607499
  nChanged 25
		SP:Iteration 26Q (4017.220000 sec): 3 clusters
  Score: Raw -276159.991292 + Penalty 2559.907500 = -273600.083792
  nChanged 25
		SP:Iteration 27Q (4017.230000 sec): 3 clusters
  Score: Raw -276177.238117 + Penalty 2559.907500 = -273617.330617
  nChanged 23
		SP:Iteration 28Q (4017.240000 sec): 3 clusters
  Score: Raw -276194.598002 + Penalty 2559.907500 = -273634.690502
  nChanged 25
		SP:Iteration 29Q (4017.240000 sec): 3 clusters
  Score: Raw -276213.793742 + Penalty 2559.907500 = -273653.886242
  nChanged 23
		SP:Iteration 30Q (4017.250000 sec): 3 clusters
  Score: Raw -276232.401506 + Penalty 2559.907500 = -273672.494006
  nChanged 19
		SP:Iteration 31Q (4017.250000 sec): 3 clusters
  Score: Raw -276243.391103 + Penalty 2559.907500 = -273683.483604
  nChanged 16
		SP:Iteration 32Q (4017.260000 sec): 3 clusters
  Score: Raw -276251.067753 + Penalty 2559.907500 = -273691.160253
  nChanged 9
		SP:Iteration 33Q (4017.260000 sec): 3 clusters
  Score: Raw -276256.544675 + Penalty 2559.907500 = -273696.637175
  nChanged 8
		SP:Iteration 34Q (4017.270000 sec): 3 clusters
  Score: Raw -276260.785941 + Penalty 2559.907500 = -273700.878441
  nChanged 7
		SP:Iteration 35Q (4017.280000 sec): 3 clusters
  Score: Raw -276265.901498 + Penalty 2559.907500 = -273705.993998
  nChanged 10
		SP:Iteration 36Q (4017.280000 sec): 3 clusters
  Score: Raw -276271.835633 + Penalty 2559.907500 = -273711.928134
  nChanged 8
		SP:Iteration 37Q (4017.290000 sec): 3 clusters
  Score: Raw -276276.718661 + Penalty 2559.907500 = -273716.811161
  nChanged 6
		SP:Iteration 38Q (4017.300000 sec): 3 clusters
  Score: Raw -276279.504896 + Penalty 2559.907500 = -273719.597396
  nChanged 6
		SP:Iteration 39Q (4017.300000 sec): 3 clusters
  Score: Raw -276282.129350 + Penalty 2559.907500 = -273722.221850
  nChanged 4
		SP:Iteration 40F (4017.310000 sec): 3 clusters
  Score: Raw -276283.506278 + Penalty 2559.907500 = -273723.598779
  nChanged 4
		SP:Iteration 41Q (4017.310000 sec): 3 clusters
  Score: Raw -276284.679271 + Penalty 2559.907500 = -273724.771772
  nChanged 0
		SP:Iteration 42F (4017.320000 sec): 3 clusters
  Score: Raw -276284.679271 + Penalty 2559.907500 = -273724.771772
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 78 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4017.320000 sec): 2 clusters
  Score: Raw -14191.135294 + Penalty 793.455312 = -13397.679982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4017.330000 sec): 3 clusters
  Score: Raw -14396.552307 + Penalty 1586.910625 = -12809.641682
  nChanged 9
		SP:Iteration 1F (4017.330000 sec): 3 clusters
  Score: Raw -14439.675776 + Penalty 1586.910625 = -12852.765151
  nChanged 3
		SP:Iteration 2Q (4017.330000 sec): 3 clusters
  Score: Raw -14455.097552 + Penalty 1586.910625 = -12868.186928
  nChanged 2
		SP:Iteration 3Q (4017.330000 sec): 3 clusters
  Score: Raw -14459.830099 + Penalty 1586.910625 = -12872.919474
  nChanged 1
		SP:Iteration 4Q (4017.330000 sec): 3 clusters
  Score: Raw -14465.269363 + Penalty 1586.910625 = -12878.358738
  nChanged 1
		SP:Iteration 5Q (4017.330000 sec): 3 clusters
  Score: Raw -14467.624617 + Penalty 1586.910625 = -12880.713993
  nChanged 0
		SP:Iteration 6F (4017.330000 sec): 3 clusters
  Score: Raw -14467.624617 + Penalty 1586.910625 = -12880.713993
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 79 (7624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4017.360000 sec): 2 clusters
  Score: Raw -810233.791116 + Penalty 1452.596672 = -808781.194444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4017.380000 sec): 3 clusters
  Score: Raw -806054.133145 + Penalty 2905.193345 = -803148.939801
  nChanged 3263
		SP:Iteration 1F (4017.390000 sec): 3 clusters
  Score: Raw -808220.957870 + Penalty 2905.193345 = -805315.764525
  nChanged 651
		SP:Iteration 2F (4017.410000 sec): 3 clusters
  Score: Raw -808799.643250 + Penalty 2905.193345 = -805894.449905
  nChanged 588
		SP:Iteration 3F (4017.430000 sec): 3 clusters
  Score: Raw -809280.105417 + Penalty 2905.193345 = -806374.912073
  nChanged 474
		SP:Iteration 4F (4017.450000 sec): 3 clusters
  Score: Raw -809609.808673 + Penalty 2905.193345 = -806704.615328
  nChanged 356
		SP:Iteration 5Q (4017.470000 sec): 3 clusters
  Score: Raw -809877.510982 + Penalty 2905.193345 = -806972.317637
  nChanged 318
		SP:Iteration 6Q (4017.490000 sec): 3 clusters
  Score: Raw -810101.721593 + Penalty 2905.193345 = -807196.528248
  nChanged 262
		SP:Iteration 7Q (4017.510000 sec): 3 clusters
  Score: Raw -810241.472451 + Penalty 2905.193345 = -807336.279106
  nChanged 194
		SP:Iteration 8Q (4017.520000 sec): 3 clusters
  Score: Raw -810322.484490 + Penalty 2905.193345 = -807417.291145
  nChanged 161
		SP:Iteration 9Q (4017.540000 sec): 3 clusters
  Score: Raw -810379.114712 + Penalty 2905.193345 = -807473.921368
  nChanged 114
		SP:Iteration 10Q (4017.560000 sec): 3 clusters
  Score: Raw -810421.950109 + Penalty 2905.193345 = -807516.756765
  nChanged 104
		SP:Iteration 11Q (4017.580000 sec): 3 clusters
  Score: Raw -810459.626057 + Penalty 2905.193345 = -807554.432713
  nChanged 66
		SP:Iteration 12Q (4017.600000 sec): 3 clusters
  Score: Raw -810480.528532 + Penalty 2905.193345 = -807575.335188
  nChanged 63
		SP:Iteration 13Q (4017.620000 sec): 3 clusters
  Score: Raw -810498.753999 + Penalty 2905.193345 = -807593.560654
  nChanged 59
		SP:Iteration 14Q (4017.630000 sec): 3 clusters
  Score: Raw -810517.919023 + Penalty 2905.193345 = -807612.725678
  nChanged 58
		SP:Iteration 15Q (4017.650000 sec): 3 clusters
  Score: Raw -810538.169156 + Penalty 2905.193345 = -807632.975811
  nChanged 56
		SP:Iteration 16Q (4017.670000 sec): 3 clusters
  Score: Raw -810556.089002 + Penalty 2905.193345 = -807650.895657
  nChanged 54
		SP:Iteration 17Q (4017.680000 sec): 3 clusters
  Score: Raw -810573.522448 + Penalty 2905.193345 = -807668.329103
  nChanged 51
		SP:Iteration 18Q (4017.700000 sec): 3 clusters
  Score: Raw -810590.078988 + Penalty 2905.193345 = -807684.885643
  nChanged 36
		SP:Iteration 19Q (4017.720000 sec): 3 clusters
  Score: Raw -810601.515540 + Penalty 2905.193345 = -807696.322195
  nChanged 40
		SP:Iteration 20F (4017.740000 sec): 3 clusters
  Score: Raw -810613.929320 + Penalty 2905.193345 = -807708.735975
  nChanged 39
		SP:Iteration 21Q (4017.760000 sec): 3 clusters
  Score: Raw -810624.983882 + Penalty 2905.193345 = -807719.790538
  nChanged 36
		SP:Iteration 22Q (4017.770000 sec): 3 clusters
  Score: Raw -810636.425865 + Penalty 2905.193345 = -807731.232521
  nChanged 30
		SP:Iteration 23Q (4017.790000 sec): 3 clusters
  Score: Raw -810645.634834 + Penalty 2905.193345 = -807740.441490
  nChanged 43
		SP:Iteration 24Q (4017.810000 sec): 3 clusters
  Score: Raw -810658.718912 + Penalty 2905.193345 = -807753.525568
  nChanged 45
		SP:Iteration 25Q (4017.830000 sec): 3 clusters
  Score: Raw -810672.438885 + Penalty 2905.193345 = -807767.245540
  nChanged 45
		SP:Iteration 26Q (4017.840000 sec): 3 clusters
  Score: Raw -810688.347296 + Penalty 2905.193345 = -807783.153951
  nChanged 52
		SP:Iteration 27Q (4017.860000 sec): 3 clusters
  Score: Raw -810709.101796 + Penalty 2905.193345 = -807803.908451
  nChanged 57
		SP:Iteration 28Q (4017.880000 sec): 3 clusters
  Score: Raw -810729.426302 + Penalty 2905.193345 = -807824.232958
  nChanged 43
		SP:Iteration 29Q (4017.900000 sec): 3 clusters
  Score: Raw -810743.155205 + Penalty 2905.193345 = -807837.961860
  nChanged 40
		SP:Iteration 30Q (4017.910000 sec): 3 clusters
  Score: Raw -810759.008563 + Penalty 2905.193345 = -807853.815218
  nChanged 31
		SP:Iteration 31Q (4017.930000 sec): 3 clusters
  Score: Raw -810772.989048 + Penalty 2905.193345 = -807867.795703
  nChanged 48
		SP:Iteration 32Q (4017.940000 sec): 3 clusters
  Score: Raw -810794.521964 + Penalty 2905.193345 = -807889.328619
  nChanged 56
		SP:Iteration 33Q (4017.960000 sec): 3 clusters
  Score: Raw -810816.962081 + Penalty 2905.193345 = -807911.768736
  nChanged 53
		SP:Iteration 34Q (4017.990000 sec): 3 clusters
  Score: Raw -810840.203041 + Penalty 2905.193345 = -807935.009697
  nChanged 39
		SP:Iteration 35Q (4018.000000 sec): 3 clusters
  Score: Raw -810856.368967 + Penalty 2905.193345 = -807951.175623
  nChanged 40
		SP:Iteration 36Q (4018.020000 sec): 3 clusters
  Score: Raw -810873.495002 + Penalty 2905.193345 = -807968.301658
  nChanged 35
		SP:Iteration 37Q (4018.030000 sec): 3 clusters
  Score: Raw -810891.724853 + Penalty 2905.193345 = -807986.531508
  nChanged 29
		SP:Iteration 38Q (4018.050000 sec): 3 clusters
  Score: Raw -810903.980371 + Penalty 2905.193345 = -807998.787026
  nChanged 31
		SP:Iteration 39Q (4018.070000 sec): 3 clusters
  Score: Raw -810916.797899 + Penalty 2905.193345 = -808011.604554
  nChanged 25
		SP:Iteration 40F (4018.090000 sec): 3 clusters
  Score: Raw -810929.842297 + Penalty 2905.193345 = -808024.648952
  nChanged 33
		SP:Iteration 41Q (4018.100000 sec): 3 clusters
  Score: Raw -810946.887271 + Penalty 2905.193345 = -808041.693926
  nChanged 25
		SP:Iteration 42Q (4018.120000 sec): 3 clusters
  Score: Raw -810955.051785 + Penalty 2905.193345 = -808049.858440
  nChanged 20
		SP:Iteration 43Q (4018.130000 sec): 3 clusters
  Score: Raw -810961.301774 + Penalty 2905.193345 = -808056.108429
  nChanged 13
		SP:Iteration 44Q (4018.150000 sec): 3 clusters
  Score: Raw -810965.098116 + Penalty 2905.193345 = -808059.904771
  nChanged 6
		SP:Iteration 45Q (4018.170000 sec): 3 clusters
  Score: Raw -810966.357337 + Penalty 2905.193345 = -808061.163992
  nChanged 1
		SP:Iteration 46Q (4018.180000 sec): 3 clusters
  Score: Raw -810966.619931 + Penalty 2905.193345 = -808061.426587
  nChanged 3
		SP:Iteration 47Q (4018.200000 sec): 3 clusters
  Score: Raw -810967.484654 + Penalty 2905.193345 = -808062.291309
  nChanged 2
		SP:Iteration 48Q (4018.210000 sec): 3 clusters
  Score: Raw -810967.870327 + Penalty 2905.193345 = -808062.676983
  nChanged 1
		SP:Iteration 49Q (4018.230000 sec): 3 clusters
  Score: Raw -810968.135231 + Penalty 2905.193345 = -808062.941886
  nChanged 1
		SP:Iteration 50Q (4018.250000 sec): 3 clusters
  Score: Raw -810968.491679 + Penalty 2905.193345 = -808063.298334
  nChanged 2
		SP:Iteration 51Q (4018.260000 sec): 3 clusters
  Score: Raw -810968.926787 + Penalty 2905.193345 = -808063.733442
  nChanged 0
		SP:Iteration 52F (4018.280000 sec): 3 clusters
  Score: Raw -810968.926787 + Penalty 2905.193345 = -808063.733442
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 80 (951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4018.290000 sec): 2 clusters
  Score: Raw -94489.017200 + Penalty 1114.346035 = -93374.671165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4018.290000 sec): 3 clusters
  Score: Raw -94300.284538 + Penalty 2228.692070 = -92071.592468
  nChanged 294
		SP:Iteration 1F (4018.300000 sec): 3 clusters
  Score: Raw -94816.490859 + Penalty 2228.692070 = -92587.798789
  nChanged 100
		SP:Iteration 2F (4018.300000 sec): 3 clusters
  Score: Raw -95228.100518 + Penalty 2228.692070 = -92999.408448
  nChanged 97
		SP:Iteration 3F (4018.300000 sec): 3 clusters
  Score: Raw -95911.745245 + Penalty 2228.692070 = -93683.053174
  nChanged 75
		SP:Iteration 4F (4018.310000 sec): 3 clusters
  Score: Raw -96407.640659 + Penalty 2228.692070 = -94178.948588
  nChanged 47
		SP:Iteration 5Q (4018.310000 sec): 3 clusters
  Score: Raw -96541.460903 + Penalty 2228.692070 = -94312.768832
  nChanged 17
		SP:Iteration 6Q (4018.310000 sec): 3 clusters
  Score: Raw -96579.013549 + Penalty 2228.692070 = -94350.321479
  nChanged 5
		SP:Iteration 7Q (4018.310000 sec): 3 clusters
  Score: Raw -96588.560316 + Penalty 2228.692070 = -94359.868246
  nChanged 4
		SP:Iteration 8Q (4018.310000 sec): 3 clusters
  Score: Raw -96592.496643 + Penalty 2228.692070 = -94363.804573
  nChanged 2
		SP:Iteration 9Q (4018.310000 sec): 3 clusters
  Score: Raw -96594.988151 + Penalty 2228.692070 = -94366.296080
  nChanged 1
		SP:Iteration 10Q (4018.310000 sec): 3 clusters
  Score: Raw -96596.101089 + Penalty 2228.692070 = -94367.409018
  nChanged 0
		SP:Iteration 11F (4018.320000 sec): 3 clusters
  Score: Raw -96596.101089 + Penalty 2228.692070 = -94367.409018
  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 12.42 GB.

 Trying to split cluster 81 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4018.330000 sec): 2 clusters
  Score: Raw -60311.712845 + Penalty 1020.564324 = -59291.148522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4018.330000 sec): 3 clusters
  Score: Raw -60213.983785 + Penalty 2041.128648 = -58172.855137
  nChanged 107
		SP:Iteration 1F (4018.330000 sec): 3 clusters
  Score: Raw -60334.062555 + Penalty 2041.128648 = -58292.933907
  nChanged 34
		SP:Iteration 2F (4018.330000 sec): 3 clusters
  Score: Raw -60390.769473 + Penalty 2041.128648 = -58349.640826
  nChanged 18
		SP:Iteration 3Q (4018.330000 sec): 3 clusters
  Score: Raw -60417.169313 + Penalty 2041.128648 = -58376.040665
  nChanged 10
		SP:Iteration 4Q (4018.330000 sec): 3 clusters
  Score: Raw -60434.922001 + Penalty 2041.128648 = -58393.793353
  nChanged 8
		SP:Iteration 5Q (4018.340000 sec): 3 clusters
  Score: Raw -60443.489028 + Penalty 2041.128648 = -58402.360381
  nChanged 2
		SP:Iteration 6Q (4018.340000 sec): 3 clusters
  Score: Raw -60446.119286 + Penalty 2041.128648 = -58404.990639
  nChanged 1
		SP:Iteration 7Q (4018.340000 sec): 3 clusters
  Score: Raw -60448.352988 + Penalty 2041.128648 = -58407.224341
  nChanged 2
		SP:Iteration 8Q (4018.340000 sec): 3 clusters
  Score: Raw -60450.098516 + Penalty 2041.128648 = -58408.969869
  nChanged 2
		SP:Iteration 9Q (4018.340000 sec): 3 clusters
  Score: Raw -60453.694827 + Penalty 2041.128648 = -58412.566179
  nChanged 3
		SP:Iteration 10Q (4018.340000 sec): 3 clusters
  Score: Raw -60466.967797 + Penalty 2041.128648 = -58425.839150
  nChanged 5
		SP:Iteration 11Q (4018.340000 sec): 3 clusters
  Score: Raw -60475.682170 + Penalty 2041.128648 = -58434.553523
  nChanged 8
		SP:Iteration 12Q (4018.350000 sec): 3 clusters
  Score: Raw -60488.193824 + Penalty 2041.128648 = -58447.065177
  nChanged 3
		SP:Iteration 13Q (4018.350000 sec): 3 clusters
  Score: Raw -60492.326711 + Penalty 2041.128648 = -58451.198063
  nChanged 3
		SP:Iteration 14Q (4018.350000 sec): 3 clusters
  Score: Raw -60496.947559 + Penalty 2041.128648 = -58455.818911
  nChanged 4
		SP:Iteration 15Q (4018.350000 sec): 3 clusters
  Score: Raw -60504.789011 + Penalty 2041.128648 = -58463.660363
  nChanged 3
		SP:Iteration 16Q (4018.350000 sec): 3 clusters
  Score: Raw -60507.281526 + Penalty 2041.128648 = -58466.152879
  nChanged 0
		SP:Iteration 17F (4018.350000 sec): 3 clusters
  Score: Raw -60507.281526 + Penalty 2041.128648 = -58466.152879
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 82 (2766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4018.360000 sec): 2 clusters
  Score: Raw -319517.317888 + Penalty 1287.838096 = -318229.479793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4018.370000 sec): 3 clusters
  Score: Raw -318277.730894 + Penalty 2575.676191 = -315702.054703
  nChanged 1005
		SP:Iteration 1F (4018.380000 sec): 3 clusters
  Score: Raw -318859.196239 + Penalty 2575.676191 = -316283.520048
  nChanged 210
		SP:Iteration 2F (4018.380000 sec): 3 clusters
  Score: Raw -318986.618507 + Penalty 2575.676191 = -316410.942316
  nChanged 120
		SP:Iteration 3Q (4018.390000 sec): 3 clusters
  Score: Raw -319048.740671 + Penalty 2575.676191 = -316473.064480
  nChanged 86
		SP:Iteration 4Q (4018.400000 sec): 3 clusters
  Score: Raw -319093.249851 + Penalty 2575.676191 = -316517.573659
  nChanged 66
		SP:Iteration 5Q (4018.410000 sec): 3 clusters
  Score: Raw -319124.514105 + Penalty 2575.676191 = -316548.837913
  nChanged 63
		SP:Iteration 6Q (4018.410000 sec): 3 clusters
  Score: Raw -319160.672222 + Penalty 2575.676191 = -316584.996030
  nChanged 56
		SP:Iteration 7Q (4018.420000 sec): 3 clusters
  Score: Raw -319184.254608 + Penalty 2575.676191 = -316608.578417
  nChanged 49
		SP:Iteration 8Q (4018.430000 sec): 3 clusters
  Score: Raw -319208.948632 + Penalty 2575.676191 = -316633.272440
  nChanged 49
		SP:Iteration 9Q (4018.430000 sec): 3 clusters
  Score: Raw -319235.123233 + Penalty 2575.676191 = -316659.447042
  nChanged 47
		SP:Iteration 10Q (4018.440000 sec): 3 clusters
  Score: Raw -319259.760708 + Penalty 2575.676191 = -316684.084516
  nChanged 44
		SP:Iteration 11Q (4018.450000 sec): 3 clusters
  Score: Raw -319282.225344 + Penalty 2575.676191 = -316706.549153
  nChanged 43
		SP:Iteration 12Q (4018.450000 sec): 3 clusters
  Score: Raw -319303.833971 + Penalty 2575.676191 = -316728.157780
  nChanged 33
		SP:Iteration 13Q (4018.460000 sec): 3 clusters
  Score: Raw -319318.897109 + Penalty 2575.676191 = -316743.220918
  nChanged 29
		SP:Iteration 14Q (4018.470000 sec): 3 clusters
  Score: Raw -319335.373877 + Penalty 2575.676191 = -316759.697685
  nChanged 41
		SP:Iteration 15Q (4018.470000 sec): 3 clusters
  Score: Raw -319357.849768 + Penalty 2575.676191 = -316782.173576
  nChanged 33
		SP:Iteration 16Q (4018.480000 sec): 3 clusters
  Score: Raw -319371.569140 + Penalty 2575.676191 = -316795.892948
  nChanged 22
		SP:Iteration 17Q (4018.490000 sec): 3 clusters
  Score: Raw -319380.094759 + Penalty 2575.676191 = -316804.418568
  nChanged 23
		SP:Iteration 18Q (4018.490000 sec): 3 clusters
  Score: Raw -319389.636728 + Penalty 2575.676191 = -316813.960536
  nChanged 18
		SP:Iteration 19Q (4018.500000 sec): 3 clusters
  Score: Raw -319398.456438 + Penalty 2575.676191 = -316822.780247
  nChanged 22
		SP:Iteration 20F (4018.510000 sec): 3 clusters
  Score: Raw -319410.469448 + Penalty 2575.676191 = -316834.793256
  nChanged 29
		SP:Iteration 21Q (4018.510000 sec): 3 clusters
  Score: Raw -319426.810375 + Penalty 2575.676191 = -316851.134183
  nChanged 31
		SP:Iteration 22Q (4018.520000 sec): 3 clusters
  Score: Raw -319441.564732 + Penalty 2575.676191 = -316865.888540
  nChanged 26
		SP:Iteration 23Q (4018.530000 sec): 3 clusters
  Score: Raw -319455.449550 + Penalty 2575.676191 = -316879.773359
  nChanged 32
		SP:Iteration 24Q (4018.530000 sec): 3 clusters
  Score: Raw -319473.648349 + Penalty 2575.676191 = -316897.972158
  nChanged 27
		SP:Iteration 25Q (4018.540000 sec): 3 clusters
  Score: Raw -319489.325447 + Penalty 2575.676191 = -316913.649256
  nChanged 31
		SP:Iteration 26Q (4018.550000 sec): 3 clusters
  Score: Raw -319507.519053 + Penalty 2575.676191 = -316931.842862
  nChanged 29
		SP:Iteration 27Q (4018.550000 sec): 3 clusters
  Score: Raw -319524.803412 + Penalty 2575.676191 = -316949.127221
  nChanged 32
		SP:Iteration 28Q (4018.560000 sec): 3 clusters
  Score: Raw -319541.830286 + Penalty 2575.676191 = -316966.154095
  nChanged 17
		SP:Iteration 29Q (4018.570000 sec): 3 clusters
  Score: Raw -319553.799132 + Penalty 2575.676191 = -316978.122941
  nChanged 22
		SP:Iteration 30Q (4018.570000 sec): 3 clusters
  Score: Raw -319569.395342 + Penalty 2575.676191 = -316993.719150
  nChanged 28
		SP:Iteration 31Q (4018.580000 sec): 3 clusters
  Score: Raw -319591.167620 + Penalty 2575.676191 = -317015.491428
  nChanged 24
		SP:Iteration 32Q (4018.590000 sec): 3 clusters
  Score: Raw -319604.854887 + Penalty 2575.676191 = -317029.178696
  nChanged 13
		SP:Iteration 33Q (4018.590000 sec): 3 clusters
  Score: Raw -319611.305843 + Penalty 2575.676191 = -317035.629651
  nChanged 11
		SP:Iteration 34Q (4018.600000 sec): 3 clusters
  Score: Raw -319618.479613 + Penalty 2575.676191 = -317042.803422
  nChanged 7
		SP:Iteration 35Q (4018.610000 sec): 3 clusters
  Score: Raw -319621.153288 + Penalty 2575.676191 = -317045.477097
  nChanged 5
		SP:Iteration 36Q (4018.610000 sec): 3 clusters
  Score: Raw -319626.025207 + Penalty 2575.676191 = -317050.349016
  nChanged 8
		SP:Iteration 37Q (4018.620000 sec): 3 clusters
  Score: Raw -319629.542685 + Penalty 2575.676191 = -317053.866494
  nChanged 1
		SP:Iteration 38Q (4018.630000 sec): 3 clusters
  Score: Raw -319630.432160 + Penalty 2575.676191 = -317054.755968
  nChanged 3
		SP:Iteration 39Q (4018.630000 sec): 3 clusters
  Score: Raw -319631.936732 + Penalty 2575.676191 = -317056.260541
  nChanged 5
		SP:Iteration 40F (4018.640000 sec): 3 clusters
  Score: Raw -319633.738304 + Penalty 2575.676191 = -317058.062112
  nChanged 2
		SP:Iteration 41Q (4018.650000 sec): 3 clusters
  Score: Raw -319634.238171 + Penalty 2575.676191 = -317058.561980
  nChanged 2
		SP:Iteration 42Q (4018.650000 sec): 3 clusters
  Score: Raw -319634.863071 + Penalty 2575.676191 = -317059.186880
  nChanged 2
		SP:Iteration 43Q (4018.660000 sec): 3 clusters
  Score: Raw -319636.009416 + Penalty 2575.676191 = -317060.333224
  nChanged 2
		SP:Iteration 44Q (4018.670000 sec): 3 clusters
  Score: Raw -319637.801604 + Penalty 2575.676191 = -317062.125413
  nChanged 4
		SP:Iteration 45Q (4018.670000 sec): 3 clusters
  Score: Raw -319639.091810 + Penalty 2575.676191 = -317063.415619
  nChanged 5
		SP:Iteration 46Q (4018.680000 sec): 3 clusters
  Score: Raw -319641.550302 + Penalty 2575.676191 = -317065.874111
  nChanged 4
		SP:Iteration 47Q (4018.690000 sec): 3 clusters
  Score: Raw -319644.037622 + Penalty 2575.676191 = -317068.361431
  nChanged 5
		SP:Iteration 48Q (4018.690000 sec): 3 clusters
  Score: Raw -319647.356182 + Penalty 2575.676191 = -317071.679990
  nChanged 4
		SP:Iteration 49Q (4018.700000 sec): 3 clusters
  Score: Raw -319650.188586 + Penalty 2575.676191 = -317074.512395
  nChanged 2
		SP:Iteration 50Q (4018.710000 sec): 3 clusters
  Score: Raw -319652.067284 + Penalty 2575.676191 = -317076.391093
  nChanged 2
		SP:Iteration 51Q (4018.710000 sec): 3 clusters
  Score: Raw -319653.103775 + Penalty 2575.676191 = -317077.427583
  nChanged 2
		SP:Iteration 52Q (4018.720000 sec): 3 clusters
  Score: Raw -319654.185281 + Penalty 2575.676191 = -317078.509090
  nChanged 1
		SP:Iteration 53Q (4018.730000 sec): 3 clusters
  Score: Raw -319654.776243 + Penalty 2575.676191 = -317079.100052
  nChanged 1
		SP:Iteration 54Q (4018.730000 sec): 3 clusters
  Score: Raw -319655.558605 + Penalty 2575.676191 = -317079.882413
  nChanged 3
		SP:Iteration 55Q (4018.740000 sec): 3 clusters
  Score: Raw -319656.798199 + Penalty 2575.676191 = -317081.122008
  nChanged 2
		SP:Iteration 56Q (4018.750000 sec): 3 clusters
  Score: Raw -319658.310786 + Penalty 2575.676191 = -317082.634594
  nChanged 2
		SP:Iteration 57Q (4018.750000 sec): 3 clusters
  Score: Raw -319659.405375 + Penalty 2575.676191 = -317083.729184
  nChanged 1
		SP:Iteration 58Q (4018.760000 sec): 3 clusters
  Score: Raw -319661.252382 + Penalty 2575.676191 = -317085.576190
  nChanged 3
		SP:Iteration 59Q (4018.770000 sec): 3 clusters
  Score: Raw -319662.442605 + Penalty 2575.676191 = -317086.766413
  nChanged 2
		SP:Iteration 60F (4018.770000 sec): 3 clusters
  Score: Raw -319663.200539 + Penalty 2575.676191 = -317087.524348
  nChanged 1
		SP:Iteration 61Q (4018.780000 sec): 3 clusters
  Score: Raw -319663.502523 + Penalty 2575.676191 = -317087.826331
  nChanged 1
		SP:Iteration 62Q (4018.790000 sec): 3 clusters
  Score: Raw -319663.735019 + Penalty 2575.676191 = -317088.058827
  nChanged 1
		SP:Iteration 63Q (4018.790000 sec): 3 clusters
  Score: Raw -319664.156203 + Penalty 2575.676191 = -317088.480012
  nChanged 0
		SP:Iteration 64F (4018.800000 sec): 3 clusters
  Score: Raw -319664.156203 + Penalty 2575.676191 = -317088.480012
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 83 (7195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4018.820000 sec): 2 clusters
  Score: Raw -838331.068448 + Penalty 1443.185513 = -836887.882935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4018.840000 sec): 3 clusters
  Score: Raw -834340.708177 + Penalty 2886.371026 = -831454.337150
  nChanged 3046
		SP:Iteration 1F (4018.850000 sec): 3 clusters
  Score: Raw -836063.263508 + Penalty 2886.371026 = -833176.892482
  nChanged 450
		SP:Iteration 2F (4018.870000 sec): 3 clusters
  Score: Raw -836251.865154 + Penalty 2886.371026 = -833365.494127
  nChanged 338
		SP:Iteration 3Q (4018.890000 sec): 3 clusters
  Score: Raw -836376.135794 + Penalty 2886.371026 = -833489.764767
  nChanged 254
		SP:Iteration 4Q (4018.910000 sec): 3 clusters
  Score: Raw -836474.976569 + Penalty 2886.371026 = -833588.605543
  nChanged 233
		SP:Iteration 5Q (4018.930000 sec): 3 clusters
  Score: Raw -836566.887796 + Penalty 2886.371026 = -833680.516769
  nChanged 210
		SP:Iteration 6Q (4018.950000 sec): 3 clusters
  Score: Raw -836646.451648 + Penalty 2886.371026 = -833760.080621
  nChanged 190
		SP:Iteration 7Q (4018.960000 sec): 3 clusters
  Score: Raw -836735.146090 + Penalty 2886.371026 = -833848.775064
  nChanged 226
		SP:Iteration 8Q (4018.980000 sec): 3 clusters
  Score: Raw -836854.632141 + Penalty 2886.371026 = -833968.261115
  nChanged 251
		SP:Iteration 9Q (4019.000000 sec): 3 clusters
  Score: Raw -836998.504449 + Penalty 2886.371026 = -834112.133423
  nChanged 301
		SP:Iteration 10Q (4019.010000 sec): 3 clusters
  Score: Raw -837204.659092 + Penalty 2886.371026 = -834318.288065
  nChanged 327
		SP:Iteration 11Q (4019.030000 sec): 3 clusters
  Score: Raw -837441.740532 + Penalty 2886.371026 = -834555.369506
  nChanged 320
		SP:Iteration 12Q (4019.050000 sec): 3 clusters
  Score: Raw -837676.545756 + Penalty 2886.371026 = -834790.174730
  nChanged 263
		SP:Iteration 13Q (4019.070000 sec): 3 clusters
  Score: Raw -837872.353919 + Penalty 2886.371026 = -834985.982892
  nChanged 218
		SP:Iteration 14Q (4019.080000 sec): 3 clusters
  Score: Raw -838047.197298 + Penalty 2886.371026 = -835160.826271
  nChanged 161
		SP:Iteration 15Q (4019.100000 sec): 3 clusters
  Score: Raw -838175.041828 + Penalty 2886.371026 = -835288.670801
  nChanged 119
		SP:Iteration 16Q (4019.110000 sec): 3 clusters
  Score: Raw -838274.901526 + Penalty 2886.371026 = -835388.530499
  nChanged 87
		SP:Iteration 17Q (4019.130000 sec): 3 clusters
  Score: Raw -838354.195481 + Penalty 2886.371026 = -835467.824455
  nChanged 55
		SP:Iteration 18Q (4019.150000 sec): 3 clusters
  Score: Raw -838410.587879 + Penalty 2886.371026 = -835524.216853
  nChanged 37
		SP:Iteration 19Q (4019.160000 sec): 3 clusters
  Score: Raw -838444.011445 + Penalty 2886.371026 = -835557.640419
  nChanged 26
		SP:Iteration 20F (4019.180000 sec): 3 clusters
  Score: Raw -838480.537871 + Penalty 2886.371026 = -835594.166845
  nChanged 20
		SP:Iteration 21Q (4019.190000 sec): 3 clusters
  Score: Raw -838502.256045 + Penalty 2886.371026 = -835615.885018
  nChanged 12
		SP:Iteration 22Q (4019.210000 sec): 3 clusters
  Score: Raw -838521.165710 + Penalty 2886.371026 = -835634.794684
  nChanged 7
		SP:Iteration 23Q (4019.220000 sec): 3 clusters
  Score: Raw -838533.564224 + Penalty 2886.371026 = -835647.193198
  nChanged 6
		SP:Iteration 24Q (4019.230000 sec): 3 clusters
  Score: Raw -838541.435812 + Penalty 2886.371026 = -835655.064786
  nChanged 6
		SP:Iteration 25Q (4019.240000 sec): 3 clusters
  Score: Raw -838550.367733 + Penalty 2886.371026 = -835663.996707
  nChanged 5
		SP:Iteration 26Q (4019.250000 sec): 3 clusters
  Score: Raw -838557.751029 + Penalty 2886.371026 = -835671.380003
  nChanged 2
		SP:Iteration 27Q (4019.270000 sec): 3 clusters
  Score: Raw -838560.530677 + Penalty 2886.371026 = -835674.159651
  nChanged 4
		SP:Iteration 28Q (4019.280000 sec): 3 clusters
  Score: Raw -838563.711978 + Penalty 2886.371026 = -835677.340952
  nChanged 0
		SP:Iteration 29F (4019.300000 sec): 3 clusters
  Score: Raw -838563.711978 + Penalty 2886.371026 = -835677.340952
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 84 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4019.310000 sec): 2 clusters
  Score: Raw -55289.470374 + Penalty 1008.895879 = -54280.574494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4019.310000 sec): 3 clusters
  Score: Raw -55202.931803 + Penalty 2017.791758 = -53185.140044
  nChanged 116
		SP:Iteration 1F (4019.310000 sec): 3 clusters
  Score: Raw -55337.350512 + Penalty 2017.791758 = -53319.558753
  nChanged 24
		SP:Iteration 2Q (4019.310000 sec): 3 clusters
  Score: Raw -55370.973788 + Penalty 2017.791758 = -53353.182030
  nChanged 7
		SP:Iteration 3Q (4019.310000 sec): 3 clusters
  Score: Raw -55379.749171 + Penalty 2017.791758 = -53361.957412
  nChanged 2
		SP:Iteration 4Q (4019.310000 sec): 3 clusters
  Score: Raw -55382.439007 + Penalty 2017.791758 = -53364.647248
  nChanged 2
		SP:Iteration 5Q (4019.310000 sec): 3 clusters
  Score: Raw -55385.636034 + Penalty 2017.791758 = -53367.844276
  nChanged 2
		SP:Iteration 6Q (4019.310000 sec): 3 clusters
  Score: Raw -55389.280234 + Penalty 2017.791758 = -53371.488476
  nChanged 2
		SP:Iteration 7Q (4019.320000 sec): 3 clusters
  Score: Raw -55391.673759 + Penalty 2017.791758 = -53373.882001
  nChanged 2
		SP:Iteration 8Q (4019.320000 sec): 3 clusters
  Score: Raw -55393.623286 + Penalty 2017.791758 = -53375.831528
  nChanged 1
		SP:Iteration 9Q (4019.320000 sec): 3 clusters
  Score: Raw -55394.748664 + Penalty 2017.791758 = -53376.956906
  nChanged 1
		SP:Iteration 10Q (4019.320000 sec): 3 clusters
  Score: Raw -55396.175013 + Penalty 2017.791758 = -53378.383255
  nChanged 1
		SP:Iteration 11Q (4019.320000 sec): 3 clusters
  Score: Raw -55396.886751 + Penalty 2017.791758 = -53379.094993
  nChanged 0
		SP:Iteration 12F (4019.320000 sec): 3 clusters
  Score: Raw -55396.886751 + Penalty 2017.791758 = -53379.094993
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 85 (538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4019.330000 sec): 2 clusters
  Score: Raw -59652.882895 + Penalty 1021.777016 = -58631.105879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4019.330000 sec): 3 clusters
  Score: Raw -59586.007627 + Penalty 2043.554032 = -57542.453595
  nChanged 122
		SP:Iteration 1F (4019.330000 sec): 3 clusters
  Score: Raw -59750.219803 + Penalty 2043.554032 = -57706.665770
  nChanged 36
		SP:Iteration 2F (4019.330000 sec): 3 clusters
  Score: Raw -59813.187689 + Penalty 2043.554032 = -57769.633657
  nChanged 17
		SP:Iteration 3Q (4019.330000 sec): 3 clusters
  Score: Raw -59837.570652 + Penalty 2043.554032 = -57794.016620
  nChanged 5
		SP:Iteration 4Q (4019.330000 sec): 3 clusters
  Score: Raw -59842.192054 + Penalty 2043.554032 = -57798.638022
  nChanged 3
		SP:Iteration 5Q (4019.330000 sec): 3 clusters
  Score: Raw -59846.575442 + Penalty 2043.554032 = -57803.021410
  nChanged 3
		SP:Iteration 6Q (4019.340000 sec): 3 clusters
  Score: Raw -59853.830404 + Penalty 2043.554032 = -57810.276372
  nChanged 3
		SP:Iteration 7Q (4019.340000 sec): 3 clusters
  Score: Raw -59857.232504 + Penalty 2043.554032 = -57813.678472
  nChanged 3
		SP:Iteration 8Q (4019.340000 sec): 3 clusters
  Score: Raw -59863.041429 + Penalty 2043.554032 = -57819.487397
  nChanged 5
		SP:Iteration 9Q (4019.340000 sec): 3 clusters
  Score: Raw -59870.343064 + Penalty 2043.554032 = -57826.789032
  nChanged 4
		SP:Iteration 10Q (4019.340000 sec): 3 clusters
  Score: Raw -59875.360167 + Penalty 2043.554032 = -57831.806135
  nChanged 3
		SP:Iteration 11Q (4019.340000 sec): 3 clusters
  Score: Raw -59890.045235 + Penalty 2043.554032 = -57846.491203
  nChanged 3
		SP:Iteration 12Q (4019.350000 sec): 3 clusters
  Score: Raw -59899.427106 + Penalty 2043.554032 = -57855.873074
  nChanged 2
		SP:Iteration 13Q (4019.350000 sec): 3 clusters
  Score: Raw -59902.254182 + Penalty 2043.554032 = -57858.700150
  nChanged 1
		SP:Iteration 14Q (4019.350000 sec): 3 clusters
  Score: Raw -59902.611122 + Penalty 2043.554032 = -57859.057090
  nChanged 0
		SP:Iteration 15F (4019.350000 sec): 3 clusters
  Score: Raw -59902.611122 + Penalty 2043.554032 = -57859.057090
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 87 (28199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4019.440000 sec): 2 clusters
  Score: Raw -3346556.662497 + Penalty 1665.144292 = -3344891.518206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4019.510000 sec): 3 clusters
  Score: Raw -3329123.636520 + Penalty 3330.288583 = -3325793.347936
  nChanged 13020
		SP:Iteration 1F (4019.580000 sec): 3 clusters
  Score: Raw -3336298.767383 + Penalty 3330.288583 = -3332968.478800
  nChanged 1216
		SP:Iteration 2Q (4019.650000 sec): 3 clusters
  Score: Raw -3336679.375524 + Penalty 3330.288583 = -3333349.086941
  nChanged 1189
		SP:Iteration 3Q (4019.730000 sec): 3 clusters
  Score: Raw -3337102.932790 + Penalty 3330.288583 = -3333772.644207
  nChanged 1196
		SP:Iteration 4Q (4019.800000 sec): 3 clusters
  Score: Raw -3337546.734371 + Penalty 3330.288583 = -3334216.445788
  nChanged 1155
		SP:Iteration 5Q (4019.870000 sec): 3 clusters
  Score: Raw -3338024.659093 + Penalty 3330.288583 = -3334694.370510
  nChanged 1238
		SP:Iteration 6Q (4019.950000 sec): 3 clusters
  Score: Raw -3338588.087064 + Penalty 3330.288583 = -3335257.798481
  nChanged 1255
		SP:Iteration 7Q (4020.020000 sec): 3 clusters
  Score: Raw -3339190.738642 + Penalty 3330.288583 = -3335860.450058
  nChanged 1312
		SP:Iteration 8Q (4020.090000 sec): 3 clusters
  Score: Raw -3339861.536154 + Penalty 3330.288583 = -3336531.247571
  nChanged 1301
		SP:Iteration 9Q (4020.170000 sec): 3 clusters
  Score: Raw -3340538.808560 + Penalty 3330.288583 = -3337208.519977
  nChanged 1232
		SP:Iteration 10Q (4020.240000 sec): 3 clusters
  Score: Raw -3341113.318917 + Penalty 3330.288583 = -3337783.030333
  nChanged 1121
		SP:Iteration 11Q (4020.310000 sec): 3 clusters
  Score: Raw -3341599.218426 + Penalty 3330.288583 = -3338268.929842
  nChanged 1062
		SP:Iteration 12Q (4020.390000 sec): 3 clusters
  Score: Raw -3342065.421591 + Penalty 3330.288583 = -3338735.133008
  nChanged 981
		SP:Iteration 13Q (4020.460000 sec): 3 clusters
  Score: Raw -3342480.173453 + Penalty 3330.288583 = -3339149.884870
  nChanged 907
		SP:Iteration 14Q (4020.530000 sec): 3 clusters
  Score: Raw -3342870.436176 + Penalty 3330.288583 = -3339540.147593
  nChanged 883
		SP:Iteration 15Q (4020.600000 sec): 3 clusters
  Score: Raw -3343255.513042 + Penalty 3330.288583 = -3339925.224459
  nChanged 842
		SP:Iteration 16Q (4020.670000 sec): 3 clusters
  Score: Raw -3343616.657864 + Penalty 3330.288583 = -3340286.369281
  nChanged 796
		SP:Iteration 17Q (4020.740000 sec): 3 clusters
  Score: Raw -3343953.661064 + Penalty 3330.288583 = -3340623.372480
  nChanged 732
		SP:Iteration 18Q (4020.800000 sec): 3 clusters
  Score: Raw -3344268.501033 + Penalty 3330.288583 = -3340938.212450
  nChanged 701
		SP:Iteration 19Q (4020.870000 sec): 3 clusters
  Score: Raw -3344565.340961 + Penalty 3330.288583 = -3341235.052378
  nChanged 645
		SP:Iteration 20F (4020.940000 sec): 3 clusters
  Score: Raw -3344846.579651 + Penalty 3330.288583 = -3341516.291068
  nChanged 631
		SP:Iteration 21Q (4021.010000 sec): 3 clusters
  Score: Raw -3345111.001267 + Penalty 3330.288583 = -3341780.712684
  nChanged 556
		SP:Iteration 22Q (4021.070000 sec): 3 clusters
  Score: Raw -3345340.791006 + Penalty 3330.288583 = -3342010.502422
  nChanged 486
		SP:Iteration 23Q (4021.130000 sec): 3 clusters
  Score: Raw -3345543.573656 + Penalty 3330.288583 = -3342213.285072
  nChanged 459
		SP:Iteration 24Q (4021.190000 sec): 3 clusters
  Score: Raw -3345731.964635 + Penalty 3330.288583 = -3342401.676052
  nChanged 401
		SP:Iteration 25Q (4021.250000 sec): 3 clusters
  Score: Raw -3345904.820264 + Penalty 3330.288583 = -3342574.531681
  nChanged 351
		SP:Iteration 26Q (4021.310000 sec): 3 clusters
  Score: Raw -3346055.195527 + Penalty 3330.288583 = -3342724.906943
  nChanged 301
		SP:Iteration 27Q (4021.370000 sec): 3 clusters
  Score: Raw -3346194.172395 + Penalty 3330.288583 = -3342863.883812
  nChanged 271
		SP:Iteration 28Q (4021.420000 sec): 3 clusters
  Score: Raw -3346319.184553 + Penalty 3330.288583 = -3342988.895970
  nChanged 205
		SP:Iteration 29Q (4021.470000 sec): 3 clusters
  Score: Raw -3346419.955326 + Penalty 3330.288583 = -3343089.666742
  nChanged 180
		SP:Iteration 30Q (4021.530000 sec): 3 clusters
  Score: Raw -3346518.062311 + Penalty 3330.288583 = -3343187.773727
  nChanged 162
		SP:Iteration 31Q (4021.590000 sec): 3 clusters
  Score: Raw -3346596.659396 + Penalty 3330.288583 = -3343266.370812
  nChanged 113
		SP:Iteration 32Q (4021.640000 sec): 3 clusters
  Score: Raw -3346652.529015 + Penalty 3330.288583 = -3343322.240432
  nChanged 87
		SP:Iteration 33Q (4021.690000 sec): 3 clusters
  Score: Raw -3346689.818850 + Penalty 3330.288583 = -3343359.530267
  nChanged 53
		SP:Iteration 34Q (4021.750000 sec): 3 clusters
  Score: Raw -3346718.171416 + Penalty 3330.288583 = -3343387.882833
  nChanged 54
		SP:Iteration 35Q (4021.800000 sec): 3 clusters
  Score: Raw -3346744.628764 + Penalty 3330.288583 = -3343414.340181
  nChanged 45
		SP:Iteration 36Q (4021.850000 sec): 3 clusters
  Score: Raw -3346766.908438 + Penalty 3330.288583 = -3343436.619854
  nChanged 42
		SP:Iteration 37Q (4021.900000 sec): 3 clusters
  Score: Raw -3346786.468395 + Penalty 3330.288583 = -3343456.179811
  nChanged 29
		SP:Iteration 38Q (4021.950000 sec): 3 clusters
  Score: Raw -3346799.366574 + Penalty 3330.288583 = -3343469.077991
  nChanged 21
		SP:Iteration 39Q (4022.010000 sec): 3 clusters
  Score: Raw -3346807.650021 + Penalty 3330.288583 = -3343477.361438
  nChanged 24
		SP:Iteration 40F (4022.080000 sec): 3 clusters
  Score: Raw -3346818.753293 + Penalty 3330.288583 = -3343488.464709
  nChanged 18
		SP:Iteration 41Q (4022.130000 sec): 3 clusters
  Score: Raw -3346826.109573 + Penalty 3330.288583 = -3343495.820989
  nChanged 12
		SP:Iteration 42Q (4022.180000 sec): 3 clusters
  Score: Raw -3346832.359059 + Penalty 3330.288583 = -3343502.070475
  nChanged 15
		SP:Iteration 43Q (4022.230000 sec): 3 clusters
  Score: Raw -3346838.389204 + Penalty 3330.288583 = -3343508.100620
  nChanged 11
		SP:Iteration 44Q (4022.280000 sec): 3 clusters
  Score: Raw -3346842.518139 + Penalty 3330.288583 = -3343512.229555
  nChanged 14
		SP:Iteration 45Q (4022.330000 sec): 3 clusters
  Score: Raw -3346848.667649 + Penalty 3330.288583 = -3343518.379066
  nChanged 9
		SP:Iteration 46Q (4022.390000 sec): 3 clusters
  Score: Raw -3346852.720204 + Penalty 3330.288583 = -3343522.431620
  nChanged 10
		SP:Iteration 47Q (4022.430000 sec): 3 clusters
  Score: Raw -3346856.994578 + Penalty 3330.288583 = -3343526.705994
  nChanged 12
		SP:Iteration 48Q (4022.490000 sec): 3 clusters
  Score: Raw -3346863.608159 + Penalty 3330.288583 = -3343533.319576
  nChanged 10
		SP:Iteration 49Q (4022.540000 sec): 3 clusters
  Score: Raw -3346869.521282 + Penalty 3330.288583 = -3343539.232699
  nChanged 8
		SP:Iteration 50Q (4022.590000 sec): 3 clusters
  Score: Raw -3346873.124618 + Penalty 3330.288583 = -3343542.836034
  nChanged 9
		SP:Iteration 51Q (4022.640000 sec): 3 clusters
  Score: Raw -3346876.777043 + Penalty 3330.288583 = -3343546.488459
  nChanged 6
		SP:Iteration 52Q (4022.690000 sec): 3 clusters
  Score: Raw -3346879.880853 + Penalty 3330.288583 = -3343549.592269
  nChanged 5
		SP:Iteration 53Q (4022.740000 sec): 3 clusters
  Score: Raw -3346881.676285 + Penalty 3330.288583 = -3343551.387701
  nChanged 2
		SP:Iteration 54Q (4022.790000 sec): 3 clusters
  Score: Raw -3346882.344695 + Penalty 3330.288583 = -3343552.056111
  nChanged 2
		SP:Iteration 55Q (4022.840000 sec): 3 clusters
  Score: Raw -3346882.789758 + Penalty 3330.288583 = -3343552.501175
  nChanged 0
		SP:Iteration 56F (4022.910000 sec): 3 clusters
  Score: Raw -3346882.789758 + Penalty 3330.288583 = -3343552.501175
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 88 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4022.930000 sec): 2 clusters
  Score: Raw -33341.927385 + Penalty 949.104269 = -32392.823115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4022.930000 sec): 3 clusters
  Score: Raw -33461.564390 + Penalty 1898.208539 = -31563.355851
  nChanged 79
		SP:Iteration 1F (4022.930000 sec): 3 clusters
  Score: Raw -33678.182999 + Penalty 1898.208539 = -31779.974460
  nChanged 24
		SP:Iteration 2F (4022.930000 sec): 3 clusters
  Score: Raw -33823.941621 + Penalty 1898.208539 = -31925.733082
  nChanged 15
		SP:Iteration 3Q (4022.930000 sec): 3 clusters
  Score: Raw -33893.761132 + Penalty 1898.208539 = -31995.552593
  nChanged 8
		SP:Iteration 4Q (4022.930000 sec): 3 clusters
  Score: Raw -33922.958775 + Penalty 1898.208539 = -32024.750236
  nChanged 8
		SP:Iteration 5Q (4022.930000 sec): 3 clusters
  Score: Raw -33943.390482 + Penalty 1898.208539 = -32045.181943
  nChanged 6
		SP:Iteration 6Q (4022.940000 sec): 3 clusters
  Score: Raw -33959.506748 + Penalty 1898.208539 = -32061.298210
  nChanged 4
		SP:Iteration 7Q (4022.940000 sec): 3 clusters
  Score: Raw -33970.366485 + Penalty 1898.208539 = -32072.157947
  nChanged 6
		SP:Iteration 8Q (4022.940000 sec): 3 clusters
  Score: Raw -33995.331263 + Penalty 1898.208539 = -32097.122725
  nChanged 7
		SP:Iteration 9Q (4022.940000 sec): 3 clusters
  Score: Raw -34023.022037 + Penalty 1898.208539 = -32124.813498
  nChanged 7
		SP:Iteration 10Q (4022.940000 sec): 3 clusters
  Score: Raw -34042.902028 + Penalty 1898.208539 = -32144.693489
  nChanged 5
		SP:Iteration 11Q (4022.940000 sec): 3 clusters
  Score: Raw -34066.095212 + Penalty 1898.208539 = -32167.886673
  nChanged 7
		SP:Iteration 12Q (4022.940000 sec): 3 clusters
  Score: Raw -34107.030559 + Penalty 1898.208539 = -32208.822021
  nChanged 5
		SP:Iteration 13Q (4022.940000 sec): 3 clusters
  Score: Raw -34164.933117 + Penalty 1898.208539 = -32266.724578
  nChanged 2
		SP:Iteration 14Q (4022.940000 sec): 3 clusters
  Score: Raw -34178.058806 + Penalty 1898.208539 = -32279.850267
  nChanged 3
		SP:Iteration 15Q (4022.940000 sec): 3 clusters
  Score: Raw -34193.605516 + Penalty 1898.208539 = -32295.396977
  nChanged 4
		SP:Iteration 16Q (4022.940000 sec): 3 clusters
  Score: Raw -34208.139320 + Penalty 1898.208539 = -32309.930782
  nChanged 5
		SP:Iteration 17Q (4022.940000 sec): 3 clusters
  Score: Raw -34245.153731 + Penalty 1898.208539 = -32346.945192
  nChanged 6
		SP:Iteration 18Q (4022.950000 sec): 3 clusters
  Score: Raw -34361.898855 + Penalty 1898.208539 = -32463.690316
  nChanged 10
		SP:Iteration 19Q (4022.950000 sec): 3 clusters
  Score: Raw -34589.980978 + Penalty 1898.208539 = -32691.772440
  nChanged 6
		SP:Iteration 20F (4022.950000 sec): 3 clusters
  Score: Raw -34661.684908 + Penalty 1898.208539 = -32763.476369
  nChanged 4
		SP:Iteration 21Q (4022.950000 sec): 3 clusters
  Score: Raw -34682.537226 + Penalty 1898.208539 = -32784.328687
  nChanged 2
		SP:Iteration 22Q (4022.950000 sec): 3 clusters
  Score: Raw -34696.899491 + Penalty 1898.208539 = -32798.690953
  nChanged 1
		SP:Iteration 23Q (4022.950000 sec): 3 clusters
  Score: Raw -34702.874632 + Penalty 1898.208539 = -32804.666093
  nChanged 2
		SP:Iteration 24Q (4022.950000 sec): 3 clusters
  Score: Raw -34722.281608 + Penalty 1898.208539 = -32824.073070
  nChanged 3
		SP:Iteration 25Q (4022.950000 sec): 3 clusters
  Score: Raw -34771.937538 + Penalty 1898.208539 = -32873.728999
  nChanged 1
		SP:Iteration 26Q (4022.950000 sec): 3 clusters
  Score: Raw -34818.310737 + Penalty 1898.208539 = -32920.102198
  nChanged 0
		SP:Iteration 27F (4022.950000 sec): 3 clusters
  Score: Raw -34818.310737 + Penalty 1898.208539 = -32920.102198
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 89 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4022.960000 sec): 2 clusters
  Score: Raw -75183.150518 + Penalty 1060.078875 = -74123.071644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4022.960000 sec): 3 clusters
  Score: Raw -75026.113615 + Penalty 2120.157749 = -72905.955865
  nChanged 172
		SP:Iteration 1F (4022.970000 sec): 3 clusters
  Score: Raw -75267.052739 + Penalty 2120.157749 = -73146.894989
  nChanged 45
		SP:Iteration 2F (4022.970000 sec): 3 clusters
  Score: Raw -75360.623427 + Penalty 2120.157749 = -73240.465678
  nChanged 41
		SP:Iteration 3F (4022.970000 sec): 3 clusters
  Score: Raw -75475.702520 + Penalty 2120.157749 = -73355.544770
  nChanged 26
		SP:Iteration 4Q (4022.970000 sec): 3 clusters
  Score: Raw -75533.336349 + Penalty 2120.157749 = -73413.178600
  nChanged 18
		SP:Iteration 5Q (4022.970000 sec): 3 clusters
  Score: Raw -75567.372409 + Penalty 2120.157749 = -73447.214660
  nChanged 17
		SP:Iteration 6Q (4022.970000 sec): 3 clusters
  Score: Raw -75600.961444 + Penalty 2120.157749 = -73480.803694
  nChanged 8
		SP:Iteration 7Q (4022.970000 sec): 3 clusters
  Score: Raw -75609.786421 + Penalty 2120.157749 = -73489.628671
  nChanged 8
		SP:Iteration 8Q (4022.970000 sec): 3 clusters
  Score: Raw -75619.040622 + Penalty 2120.157749 = -73498.882872
  nChanged 8
		SP:Iteration 9Q (4022.980000 sec): 3 clusters
  Score: Raw -75631.970711 + Penalty 2120.157749 = -73511.812962
  nChanged 3
		SP:Iteration 10Q (4022.980000 sec): 3 clusters
  Score: Raw -75634.913783 + Penalty 2120.157749 = -73514.756033
  nChanged 1
		SP:Iteration 11Q (4022.980000 sec): 3 clusters
  Score: Raw -75636.159384 + Penalty 2120.157749 = -73516.001634
  nChanged 0
		SP:Iteration 12F (4022.980000 sec): 3 clusters
  Score: Raw -75636.159384 + Penalty 2120.157749 = -73516.001634
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 90 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4022.990000 sec): 2 clusters
  Score: Raw -51123.871770 + Penalty 1012.133038 = -50111.738732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4022.990000 sec): 3 clusters
  Score: Raw -51132.788813 + Penalty 2024.266076 = -49108.522736
  nChanged 124
		SP:Iteration 1F (4022.990000 sec): 3 clusters
  Score: Raw -51360.645457 + Penalty 2024.266076 = -49336.379381
  nChanged 38
		SP:Iteration 2F (4022.990000 sec): 3 clusters
  Score: Raw -51485.848059 + Penalty 2024.266076 = -49461.581983
  nChanged 32
		SP:Iteration 3F (4022.990000 sec): 3 clusters
  Score: Raw -51609.896458 + Penalty 2024.266076 = -49585.630382
  nChanged 31
		SP:Iteration 4F (4022.990000 sec): 3 clusters
  Score: Raw -51928.239103 + Penalty 2024.266076 = -49903.973026
  nChanged 28
		SP:Iteration 5F (4022.990000 sec): 3 clusters
  Score: Raw -52520.715311 + Penalty 2024.266076 = -50496.449235
  nChanged 27
		SP:Iteration 6F (4023.000000 sec): 3 clusters
  Score: Raw -52663.764071 + Penalty 2024.266076 = -50639.497995
  nChanged 10
		SP:Iteration 7Q (4023.000000 sec): 3 clusters
  Score: Raw -52719.502655 + Penalty 2024.266076 = -50695.236579
  nChanged 3
		SP:Iteration 8Q (4023.000000 sec): 3 clusters
  Score: Raw -52775.056272 + Penalty 2024.266076 = -50750.790196
  nChanged 2
		SP:Iteration 9Q (4023.000000 sec): 3 clusters
  Score: Raw -52789.856310 + Penalty 2024.266076 = -50765.590234
  nChanged 0
		SP:Iteration 10F (4023.000000 sec): 3 clusters
  Score: Raw -52790.271430 + Penalty 2024.266076 = -50766.005354
  nChanged 1
		SP:Iteration 11Q (4023.000000 sec): 3 clusters
  Score: Raw -52801.945132 + Penalty 2024.266076 = -50777.679056
  nChanged 1
		SP:Iteration 12Q (4023.000000 sec): 3 clusters
  Score: Raw -52805.041424 + Penalty 2024.266076 = -50780.775348
  nChanged 0
		SP:Iteration 13F (4023.000000 sec): 3 clusters
  Score: Raw -52805.041424 + Penalty 2024.266076 = -50780.775348
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Iteration 219Q (4035.650000 sec): 94 clusters
  Score: Raw -156215045.176852 + Penalty 213664.987124 = -156001380.189727
  nChanged 252
Iteration 220F (4149.280000 sec): 94 clusters
  Score: Raw -156215351.980393 + Penalty 213664.987124 = -156001686.993268
  nChanged 338
Iteration 221Q (4161.670000 sec): 94 clusters
  Score: Raw -156215694.192156 + Penalty 213664.987124 = -156002029.205031
  nChanged 307
Iteration 222Q (4174.060000 sec): 94 clusters
  Score: Raw -156216153.344636 + Penalty 213664.987124 = -156002488.357512
  nChanged 267
Iteration 223Q (4186.400000 sec): 94 clusters
  Score: Raw -156216584.356032 + Penalty 213664.987124 = -156002919.368908
  nChanged 208
Iteration 224Q (4198.820000 sec): 94 clusters
  Score: Raw -156216793.532475 + Penalty 213664.987124 = -156003128.545351
  nChanged 173
Iteration 225Q (4211.270000 sec): 94 clusters
  Score: Raw -156217117.074660 + Penalty 213664.987124 = -156003452.087536
  nChanged 143
Iteration 226Q (4223.930000 sec): 94 clusters
  Score: Raw -156217214.925853 + Penalty 213664.987124 = -156003549.938728
  nChanged 134
Iteration 227Q (4236.580000 sec): 94 clusters
  Score: Raw -156217233.405831 + Penalty 213664.987124 = -156003568.418706
  nChanged 126
Iteration 228Q (4249.470000 sec): 94 clusters
  Score: Raw -156217259.492029 + Penalty 213664.987124 = -156003594.504904
  nChanged 114
Iteration 229Q (4262.020000 sec): 94 clusters
  Score: Raw -156217304.904800 + Penalty 213664.987124 = -156003639.917676
  nChanged 104
Iteration 230Q (4274.600000 sec): 94 clusters
  Score: Raw -156217333.254037 + Penalty 213664.987124 = -156003668.266913
  nChanged 95
Iteration 231Q (4287.130000 sec): 94 clusters
  Score: Raw -156217367.335400 + Penalty 213664.987124 = -156003702.348275
  nChanged 92
Iteration 232Q (4299.680000 sec): 94 clusters
  Score: Raw -156217418.146851 + Penalty 213664.987124 = -156003753.159726
  nChanged 84
Iteration 233Q (4312.400000 sec): 94 clusters
  Score: Raw -156217471.511914 + Penalty 213664.987124 = -156003806.524789
  nChanged 73
Iteration 234Q (4325.080000 sec): 94 clusters
  Score: Raw -156217537.140639 + Penalty 213664.987124 = -156003872.153514
  nChanged 65
Iteration 235Q (4337.770000 sec): 94 clusters
  Score: Raw -156217541.648357 + Penalty 213664.987124 = -156003876.661232
  nChanged 59
Iteration 236Q (4350.450000 sec): 94 clusters
  Score: Raw -156217545.774443 + Penalty 213664.987124 = -156003880.787319
  nChanged 51
Iteration 237Q (4363.090000 sec): 94 clusters
  Score: Raw -156217549.358248 + Penalty 213664.987124 = -156003884.371123
  nChanged 50
Iteration 238Q (4375.690000 sec): 94 clusters
  Score: Raw -156217552.291167 + Penalty 213664.987124 = -156003887.304042
  nChanged 44
Iteration 239Q (4388.320000 sec): 94 clusters
  Score: Raw -156217555.757873 + Penalty 213664.987124 = -156003890.770748
  nChanged 39
Iteration 240F (4502.140000 sec): 94 clusters
  Score: Raw -156217558.122908 + Penalty 213664.987124 = -156003893.135784
  nChanged 38
Iteration 241Q (4514.700000 sec): 94 clusters
  Score: Raw -156217560.636441 + Penalty 213664.987124 = -156003895.649316
  nChanged 48
Iteration 242Q (4527.180000 sec): 94 clusters
  Score: Raw -156217564.430202 + Penalty 213664.987124 = -156003899.443077
  nChanged 50
Iteration 243Q (4539.570000 sec): 94 clusters
  Score: Raw -156217567.146478 + Penalty 213664.987124 = -156003902.159353
  nChanged 56
Iteration 244Q (4551.910000 sec): 94 clusters
  Score: Raw -156217570.809881 + Penalty 213664.987124 = -156003905.822757
  nChanged 56
Iteration 245Q (4564.300000 sec): 94 clusters
  Score: Raw -156217574.270160 + Penalty 213664.987124 = -156003909.283035
  nChanged 59
Iteration 246Q (4576.710000 sec): 94 clusters
  Score: Raw -156217577.898712 + Penalty 213664.987124 = -156003912.911588
  nChanged 50
Iteration 247Q (4589.120000 sec): 94 clusters
  Score: Raw -156217580.601794 + Penalty 213664.987124 = -156003915.614669
  nChanged 46
Iteration 248Q (4601.500000 sec): 94 clusters
  Score: Raw -156217583.513560 + Penalty 213664.987124 = -156003918.526435
  nChanged 44
Iteration 249Q (4613.850000 sec): 94 clusters
  Score: Raw -156217586.012026 + Penalty 213664.987124 = -156003921.024901
  nChanged 46
Iteration 250Q (4626.260000 sec): 94 clusters
  Score: Raw -156217588.660776 + Penalty 213664.987124 = -156003923.673651
  nChanged 46
Iteration 251Q (4638.920000 sec): 94 clusters
  Score: Raw -156217591.577213 + Penalty 213664.987124 = -156003926.590089
  nChanged 48
Iteration 252Q (4651.600000 sec): 94 clusters
  Score: Raw -156217594.352872 + Penalty 213664.987124 = -156003929.365747
  nChanged 51
Iteration 253Q (4664.290000 sec): 94 clusters
  Score: Raw -156217597.474958 + Penalty 213664.987124 = -156003932.487834
  nChanged 49
Iteration 254Q (4676.970000 sec): 94 clusters
  Score: Raw -156217600.365568 + Penalty 213664.987124 = -156003935.378443
  nChanged 58
Iteration 255Q (4689.630000 sec): 94 clusters
  Score: Raw -156217603.955946 + Penalty 213664.987124 = -156003938.968821
  nChanged 56
Iteration 256Q (4702.460000 sec): 94 clusters
  Score: Raw -156217607.683791 + Penalty 213664.987124 = -156003942.696666
  nChanged 61
Iteration 257Q (4715.140000 sec): 94 clusters
  Score: Raw -156217612.705146 + Penalty 213664.987124 = -156003947.718021
  nChanged 80
Iteration 258Q (4727.900000 sec): 94 clusters
  Score: Raw -156217619.063717 + Penalty 213664.987124 = -156003954.076592
  nChanged 79
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -156217619.063717 + Penalty 213664.987124 = -156003954.076592
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (1420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4728.170000 sec): 2 clusters
  Score: Raw -148336.177504 + Penalty 1179.491974 = -147156.685530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4728.170000 sec): 3 clusters
  Score: Raw -147804.007067 + Penalty 2358.983949 = -145445.023118
  nChanged 457
		SP:Iteration 1F (4728.180000 sec): 3 clusters
  Score: Raw -148246.689998 + Penalty 2358.983949 = -145887.706049
  nChanged 122
		SP:Iteration 2F (4728.180000 sec): 3 clusters
  Score: Raw -148428.187715 + Penalty 2358.983949 = -146069.203766
  nChanged 91
		SP:Iteration 3F (4728.180000 sec): 3 clusters
  Score: Raw -148566.572840 + Penalty 2358.983949 = -146207.588891
  nChanged 88
		SP:Iteration 4F (4728.190000 sec): 3 clusters
  Score: Raw -148693.192261 + Penalty 2358.983949 = -146334.208312
  nChanged 86
		SP:Iteration 5F (4728.190000 sec): 3 clusters
  Score: Raw -148806.633119 + Penalty 2358.983949 = -146447.649170
  nChanged 70
		SP:Iteration 6Q (4728.190000 sec): 3 clusters
  Score: Raw -148900.251920 + Penalty 2358.983949 = -146541.267971
  nChanged 57
		SP:Iteration 7Q (4728.200000 sec): 3 clusters
  Score: Raw -148959.822370 + Penalty 2358.983949 = -146600.838421
  nChanged 35
		SP:Iteration 8Q (4728.200000 sec): 3 clusters
  Score: Raw -148994.565491 + Penalty 2358.983949 = -146635.581542
  nChanged 21
		SP:Iteration 9Q (4728.200000 sec): 3 clusters
  Score: Raw -149014.478344 + Penalty 2358.983949 = -146655.494395
  nChanged 13
		SP:Iteration 10Q (4728.210000 sec): 3 clusters
  Score: Raw -149021.663647 + Penalty 2358.983949 = -146662.679698
  nChanged 11
		SP:Iteration 11Q (4728.210000 sec): 3 clusters
  Score: Raw -149029.293651 + Penalty 2358.983949 = -146670.309702
  nChanged 7
		SP:Iteration 12Q (4728.210000 sec): 3 clusters
  Score: Raw -149032.986296 + Penalty 2358.983949 = -146674.002348
  nChanged 5
		SP:Iteration 13Q (4728.210000 sec): 3 clusters
  Score: Raw -149036.943400 + Penalty 2358.983949 = -146677.959451
  nChanged 3
		SP:Iteration 14Q (4728.220000 sec): 3 clusters
  Score: Raw -149040.303591 + Penalty 2358.983949 = -146681.319642
  nChanged 3
		SP:Iteration 15Q (4728.220000 sec): 3 clusters
  Score: Raw -149041.755382 + Penalty 2358.983949 = -146682.771433
  nChanged 2
		SP:Iteration 16Q (4728.230000 sec): 3 clusters
  Score: Raw -149043.990445 + Penalty 2358.983949 = -146685.006496
  nChanged 2
		SP:Iteration 17Q (4728.230000 sec): 3 clusters
  Score: Raw -149045.802110 + Penalty 2358.983949 = -146686.818161
  nChanged 2
		SP:Iteration 18Q (4728.230000 sec): 3 clusters
  Score: Raw -149046.991799 + Penalty 2358.983949 = -146688.007850
  nChanged 2
		SP:Iteration 19Q (4728.230000 sec): 3 clusters
  Score: Raw -149048.009649 + Penalty 2358.983949 = -146689.025700
  nChanged 2
		SP:Iteration 20F (4728.240000 sec): 3 clusters
  Score: Raw -149049.640138 + Penalty 2358.983949 = -146690.656189
  nChanged 4
		SP:Iteration 21Q (4728.240000 sec): 3 clusters
  Score: Raw -149051.812887 + Penalty 2358.983949 = -146692.828938
  nChanged 4
		SP:Iteration 22Q (4728.240000 sec): 3 clusters
  Score: Raw -149054.502442 + Penalty 2358.983949 = -146695.518494
  nChanged 8
		SP:Iteration 23Q (4728.250000 sec): 3 clusters
  Score: Raw -149059.421473 + Penalty 2358.983949 = -146700.437524
  nChanged 4
		SP:Iteration 24Q (4728.250000 sec): 3 clusters
  Score: Raw -149061.745142 + Penalty 2358.983949 = -146702.761194
  nChanged 3
		SP:Iteration 25Q (4728.250000 sec): 3 clusters
  Score: Raw -149064.175413 + Penalty 2358.983949 = -146705.191464
  nChanged 2
		SP:Iteration 26Q (4728.250000 sec): 3 clusters
  Score: Raw -149065.937670 + Penalty 2358.983949 = -146706.953721
  nChanged 1
		SP:Iteration 27Q (4728.260000 sec): 3 clusters
  Score: Raw -149066.546616 + Penalty 2358.983949 = -146707.562667
  nChanged 1
		SP:Iteration 28Q (4728.260000 sec): 3 clusters
  Score: Raw -149067.537095 + Penalty 2358.983949 = -146708.553146
  nChanged 1
		SP:Iteration 29Q (4728.270000 sec): 3 clusters
  Score: Raw -149068.372598 + Penalty 2358.983949 = -146709.388649
  nChanged 1
		SP:Iteration 30Q (4728.270000 sec): 3 clusters
  Score: Raw -149068.667392 + Penalty 2358.983949 = -146709.683443
  nChanged 0
		SP:Iteration 31F (4728.270000 sec): 3 clusters
  Score: Raw -149068.667392 + Penalty 2358.983949 = -146709.683443
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (69623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4728.510000 sec): 2 clusters
  Score: Raw -8201427.456965 + Penalty 1812.013166 = -8199615.443799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4728.690000 sec): 3 clusters
  Score: Raw -8156505.841833 + Penalty 3624.026332 = -8152881.815501
  nChanged 33164
		SP:Iteration 1F (4728.880000 sec): 3 clusters
  Score: Raw -8175454.744302 + Penalty 3624.026332 = -8171830.717970
  nChanged 2299
		SP:Iteration 2Q (4729.070000 sec): 3 clusters
  Score: Raw -8175976.557971 + Penalty 3624.026332 = -8172352.531639
  nChanged 2281
		SP:Iteration 3Q (4729.250000 sec): 3 clusters
  Score: Raw -8176518.283308 + Penalty 3624.026332 = -8172894.256976
  nChanged 2292
		SP:Iteration 4Q (4729.440000 sec): 3 clusters
  Score: Raw -8177106.296017 + Penalty 3624.026332 = -8173482.269685
  nChanged 2426
		SP:Iteration 5Q (4729.630000 sec): 3 clusters
  Score: Raw -8177794.425114 + Penalty 3624.026332 = -8174170.398782
  nChanged 2643
		SP:Iteration 6Q (4729.810000 sec): 3 clusters
  Score: Raw -8178662.571990 + Penalty 3624.026332 = -8175038.545658
  nChanged 3012
		SP:Iteration 7Q (4730.000000 sec): 3 clusters
  Score: Raw -8179830.175587 + Penalty 3624.026332 = -8176206.149255
  nChanged 3357
		SP:Iteration 8Q (4730.190000 sec): 3 clusters
  Score: Raw -8181417.883310 + Penalty 3624.026332 = -8177793.856978
  nChanged 3700
		SP:Iteration 9F (4730.370000 sec): 3 clusters
  Score: Raw -8183557.739946 + Penalty 3624.026332 = -8179933.713614
  nChanged 3798
		SP:Iteration 10F (4730.550000 sec): 3 clusters
  Score: Raw -8186176.412812 + Penalty 3624.026332 = -8182552.386480
  nChanged 3634
		SP:Iteration 11F (4730.730000 sec): 3 clusters
  Score: Raw -8189142.553195 + Penalty 3624.026332 = -8185518.526863
  nChanged 3191
		SP:Iteration 12Q (4730.920000 sec): 3 clusters
  Score: Raw -8191909.629355 + Penalty 3624.026332 = -8188285.603024
  nChanged 2602
		SP:Iteration 13Q (4731.100000 sec): 3 clusters
  Score: Raw -8193942.407067 + Penalty 3624.026332 = -8190318.380735
  nChanged 1967
		SP:Iteration 14Q (4731.270000 sec): 3 clusters
  Score: Raw -8195220.823710 + Penalty 3624.026332 = -8191596.797378
  nChanged 1566
		SP:Iteration 15Q (4731.430000 sec): 3 clusters
  Score: Raw -8196124.431791 + Penalty 3624.026332 = -8192500.405459
  nChanged 1394
		SP:Iteration 16Q (4731.590000 sec): 3 clusters
  Score: Raw -8196904.916515 + Penalty 3624.026332 = -8193280.890183
  nChanged 1259
		SP:Iteration 17Q (4731.730000 sec): 3 clusters
  Score: Raw -8197632.986864 + Penalty 3624.026332 = -8194008.960532
  nChanged 1186
		SP:Iteration 18Q (4731.890000 sec): 3 clusters
  Score: Raw -8198342.266702 + Penalty 3624.026332 = -8194718.240370
  nChanged 1034
		SP:Iteration 19Q (4732.030000 sec): 3 clusters
  Score: Raw -8198978.276195 + Penalty 3624.026332 = -8195354.249863
  nChanged 894
		SP:Iteration 20F (4732.210000 sec): 3 clusters
  Score: Raw -8199533.537239 + Penalty 3624.026332 = -8195909.510907
  nChanged 720
		SP:Iteration 21Q (4732.350000 sec): 3 clusters
  Score: Raw -8199984.734614 + Penalty 3624.026332 = -8196360.708282
  nChanged 615
		SP:Iteration 22Q (4732.490000 sec): 3 clusters
  Score: Raw -8200387.749254 + Penalty 3624.026332 = -8196763.722923
  nChanged 519
		SP:Iteration 23Q (4732.630000 sec): 3 clusters
  Score: Raw -8200738.060813 + Penalty 3624.026332 = -8197114.034481
  nChanged 385
		SP:Iteration 24Q (4732.760000 sec): 3 clusters
  Score: Raw -8200977.554723 + Penalty 3624.026332 = -8197353.528391
  nChanged 284
		SP:Iteration 25Q (4732.890000 sec): 3 clusters
  Score: Raw -8201138.434608 + Penalty 3624.026332 = -8197514.408276
  nChanged 211
		SP:Iteration 26Q (4733.020000 sec): 3 clusters
  Score: Raw -8201272.440483 + Penalty 3624.026332 = -8197648.414151
  nChanged 179
		SP:Iteration 27Q (4733.150000 sec): 3 clusters
  Score: Raw -8201389.990657 + Penalty 3624.026332 = -8197765.964325
  nChanged 131
		SP:Iteration 28Q (4733.270000 sec): 3 clusters
  Score: Raw -8201470.495986 + Penalty 3624.026332 = -8197846.469654
  nChanged 89
		SP:Iteration 29Q (4733.400000 sec): 3 clusters
  Score: Raw -8201522.990150 + Penalty 3624.026332 = -8197898.963819
  nChanged 63
		SP:Iteration 30Q (4733.530000 sec): 3 clusters
  Score: Raw -8201563.265751 + Penalty 3624.026332 = -8197939.239420
  nChanged 52
		SP:Iteration 31Q (4733.650000 sec): 3 clusters
  Score: Raw -8201594.257595 + Penalty 3624.026332 = -8197970.231264
  nChanged 35
		SP:Iteration 32Q (4733.780000 sec): 3 clusters
  Score: Raw -8201614.414435 + Penalty 3624.026332 = -8197990.388103
  nChanged 26
		SP:Iteration 33Q (4733.900000 sec): 3 clusters
  Score: Raw -8201633.436753 + Penalty 3624.026332 = -8198009.410422
  nChanged 25
		SP:Iteration 34Q (4734.030000 sec): 3 clusters
  Score: Raw -8201648.041793 + Penalty 3624.026332 = -8198024.015462
  nChanged 17
		SP:Iteration 35Q (4734.160000 sec): 3 clusters
  Score: Raw -8201663.565501 + Penalty 3624.026332 = -8198039.539169
  nChanged 14
		SP:Iteration 36Q (4734.280000 sec): 3 clusters
  Score: Raw -8201674.426906 + Penalty 3624.026332 = -8198050.400574
  nChanged 17
		SP:Iteration 37Q (4734.410000 sec): 3 clusters
  Score: Raw -8201685.215078 + Penalty 3624.026332 = -8198061.188746
  nChanged 11
		SP:Iteration 38Q (4734.530000 sec): 3 clusters
  Score: Raw -8201692.231733 + Penalty 3624.026332 = -8198068.205401
  nChanged 9
		SP:Iteration 39Q (4734.660000 sec): 3 clusters
  Score: Raw -8201697.140478 + Penalty 3624.026332 = -8198073.114146
  nChanged 7
		SP:Iteration 40F (4734.840000 sec): 3 clusters
  Score: Raw -8201702.159793 + Penalty 3624.026332 = -8198078.133461
  nChanged 4
		SP:Iteration 41Q (4734.960000 sec): 3 clusters
  Score: Raw -8201704.922518 + Penalty 3624.026332 = -8198080.896187
  nChanged 4
		SP:Iteration 42Q (4735.090000 sec): 3 clusters
  Score: Raw -8201707.432484 + Penalty 3624.026332 = -8198083.406153
  nChanged 3
		SP:Iteration 43Q (4735.210000 sec): 3 clusters
  Score: Raw -8201708.920034 + Penalty 3624.026332 = -8198084.893703
  nChanged 1
		SP:Iteration 44Q (4735.340000 sec): 3 clusters
  Score: Raw -8201709.587870 + Penalty 3624.026332 = -8198085.561538
  nChanged 2
		SP:Iteration 45Q (4735.470000 sec): 3 clusters
  Score: Raw -8201710.484375 + Penalty 3624.026332 = -8198086.458043
  nChanged 3
		SP:Iteration 46Q (4735.590000 sec): 3 clusters
  Score: Raw -8201713.303524 + Penalty 3624.026332 = -8198089.277192
  nChanged 3
		SP:Iteration 47Q (4735.720000 sec): 3 clusters
  Score: Raw -8201714.746961 + Penalty 3624.026332 = -8198090.720629
  nChanged 3
		SP:Iteration 48Q (4735.840000 sec): 3 clusters
  Score: Raw -8201717.022164 + Penalty 3624.026332 = -8198092.995832
  nChanged 2
		SP:Iteration 49Q (4735.970000 sec): 3 clusters
  Score: Raw -8201717.941286 + Penalty 3624.026332 = -8198093.914954
  nChanged 2
		SP:Iteration 50Q (4736.090000 sec): 3 clusters
  Score: Raw -8201718.781904 + Penalty 3624.026332 = -8198094.755572
  nChanged 1
		SP:Iteration 51Q (4736.220000 sec): 3 clusters
  Score: Raw -8201719.191367 + Penalty 3624.026332 = -8198095.165035
  nChanged 0
		SP:Iteration 52F (4736.400000 sec): 3 clusters
  Score: Raw -8201719.191367 + Penalty 3624.026332 = -8198095.165035
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (50087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4736.540000 sec): 2 clusters
  Score: Raw -5962444.032416 + Penalty 1758.496476 = -5960685.535940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4736.670000 sec): 3 clusters
  Score: Raw -5930632.890895 + Penalty 3516.992951 = -5927115.897944
  nChanged 23518
		SP:Iteration 1F (4736.800000 sec): 3 clusters
  Score: Raw -5943868.670457 + Penalty 3516.992951 = -5940351.677506
  nChanged 1948
		SP:Iteration 2Q (4736.940000 sec): 3 clusters
  Score: Raw -5944446.255826 + Penalty 3516.992951 = -5940929.262875
  nChanged 2127
		SP:Iteration 3Q (4737.070000 sec): 3 clusters
  Score: Raw -5945232.834977 + Penalty 3516.992951 = -5941715.842026
  nChanged 2605
		SP:Iteration 4F (4737.200000 sec): 3 clusters
  Score: Raw -5946550.956972 + Penalty 3516.992951 = -5943033.964021
  nChanged 3461
		SP:Iteration 5F (4737.330000 sec): 3 clusters
  Score: Raw -5948827.275384 + Penalty 3516.992951 = -5945310.282433
  nChanged 4328
		SP:Iteration 6F (4737.470000 sec): 3 clusters
  Score: Raw -5952446.733450 + Penalty 3516.992951 = -5948929.740499
  nChanged 4464
		SP:Iteration 7F (4737.590000 sec): 3 clusters
  Score: Raw -5956790.672110 + Penalty 3516.992951 = -5953273.679159
  nChanged 3378
		SP:Iteration 8F (4737.730000 sec): 3 clusters
  Score: Raw -5960254.459859 + Penalty 3516.992951 = -5956737.466908
  nChanged 1584
		SP:Iteration 9Q (4737.850000 sec): 3 clusters
  Score: Raw -5961791.215016 + Penalty 3516.992951 = -5958274.222065
  nChanged 525
		SP:Iteration 10Q (4737.950000 sec): 3 clusters
  Score: Raw -5962295.037575 + Penalty 3516.992951 = -5958778.044624
  nChanged 165
		SP:Iteration 11Q (4738.050000 sec): 3 clusters
  Score: Raw -5962488.236022 + Penalty 3516.992951 = -5958971.243071
  nChanged 56
		SP:Iteration 12Q (4738.140000 sec): 3 clusters
  Score: Raw -5962547.900664 + Penalty 3516.992951 = -5959030.907713
  nChanged 17
		SP:Iteration 13Q (4738.230000 sec): 3 clusters
  Score: Raw -5962573.459562 + Penalty 3516.992951 = -5959056.466611
  nChanged 11
		SP:Iteration 14Q (4738.330000 sec): 3 clusters
  Score: Raw -5962586.261474 + Penalty 3516.992951 = -5959069.268523
  nChanged 7
		SP:Iteration 15Q (4738.420000 sec): 3 clusters
  Score: Raw -5962601.204922 + Penalty 3516.992951 = -5959084.211971
  nChanged 8
		SP:Iteration 16Q (4738.510000 sec): 3 clusters
  Score: Raw -5962613.222231 + Penalty 3516.992951 = -5959096.229280
  nChanged 4
		SP:Iteration 17Q (4738.600000 sec): 3 clusters
  Score: Raw -5962615.929171 + Penalty 3516.992951 = -5959098.936220
  nChanged 2
		SP:Iteration 18Q (4738.690000 sec): 3 clusters
  Score: Raw -5962618.353778 + Penalty 3516.992951 = -5959101.360827
  nChanged 2
		SP:Iteration 19Q (4738.780000 sec): 3 clusters
  Score: Raw -5962622.417342 + Penalty 3516.992951 = -5959105.424391
  nChanged 1
		SP:Iteration 20F (4738.910000 sec): 3 clusters
  Score: Raw -5962624.065124 + Penalty 3516.992951 = -5959107.072173
  nChanged 2
		SP:Iteration 21Q (4739.000000 sec): 3 clusters
  Score: Raw -5962628.730928 + Penalty 3516.992951 = -5959111.737977
  nChanged 3
		SP:Iteration 22Q (4739.090000 sec): 3 clusters
  Score: Raw -5962637.614610 + Penalty 3516.992951 = -5959120.621659
  nChanged 4
		SP:Iteration 23Q (4739.180000 sec): 3 clusters
  Score: Raw -5962644.164074 + Penalty 3516.992951 = -5959127.171123
  nChanged 3
		SP:Iteration 24Q (4739.270000 sec): 3 clusters
  Score: Raw -5962649.726791 + Penalty 3516.992951 = -5959132.733840
  nChanged 3
		SP:Iteration 25Q (4739.360000 sec): 3 clusters
  Score: Raw -5962651.741592 + Penalty 3516.992951 = -5959134.748641
  nChanged 0
		SP:Iteration 26F (4739.490000 sec): 3 clusters
  Score: Raw -5962651.741592 + Penalty 3516.992951 = -5959134.748641
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (13818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4739.550000 sec): 2 clusters
  Score: Raw -1509248.448348 + Penalty 1549.230697 = -1507699.217651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4739.590000 sec): 3 clusters
  Score: Raw -1501129.916320 + Penalty 3098.461395 = -1498031.454925
  nChanged 6125
		SP:Iteration 1F (4739.620000 sec): 3 clusters
  Score: Raw -1504568.294269 + Penalty 3098.461395 = -1501469.832874
  nChanged 870
		SP:Iteration 2F (4739.650000 sec): 3 clusters
  Score: Raw -1504975.447299 + Penalty 3098.461395 = -1501876.985905
  nChanged 728
		SP:Iteration 3F (4739.690000 sec): 3 clusters
  Score: Raw -1505348.936187 + Penalty 3098.461395 = -1502250.474792
  nChanged 732
		SP:Iteration 4F (4739.730000 sec): 3 clusters
  Score: Raw -1505706.355618 + Penalty 3098.461395 = -1502607.894223
  nChanged 646
		SP:Iteration 5Q (4739.760000 sec): 3 clusters
  Score: Raw -1506005.780613 + Penalty 3098.461395 = -1502907.319218
  nChanged 618
		SP:Iteration 6Q (4739.790000 sec): 3 clusters
  Score: Raw -1506276.179655 + Penalty 3098.461395 = -1503177.718260
  nChanged 558
		SP:Iteration 7Q (4739.830000 sec): 3 clusters
  Score: Raw -1506502.729816 + Penalty 3098.461395 = -1503404.268421
  nChanged 480
		SP:Iteration 8Q (4739.870000 sec): 3 clusters
  Score: Raw -1506679.421713 + Penalty 3098.461395 = -1503580.960318
  nChanged 418
		SP:Iteration 9Q (4739.900000 sec): 3 clusters
  Score: Raw -1506839.500311 + Penalty 3098.461395 = -1503741.038916
  nChanged 399
		SP:Iteration 10Q (4739.940000 sec): 3 clusters
  Score: Raw -1507005.702147 + Penalty 3098.461395 = -1503907.240752
  nChanged 382
		SP:Iteration 11Q (4739.970000 sec): 3 clusters
  Score: Raw -1507149.844403 + Penalty 3098.461395 = -1504051.383008
  nChanged 334
		SP:Iteration 12Q (4740.010000 sec): 3 clusters
  Score: Raw -1507288.839425 + Penalty 3098.461395 = -1504190.378030
  nChanged 351
		SP:Iteration 13Q (4740.040000 sec): 3 clusters
  Score: Raw -1507466.851552 + Penalty 3098.461395 = -1504368.390157
  nChanged 364
		SP:Iteration 14Q (4740.080000 sec): 3 clusters
  Score: Raw -1507668.046088 + Penalty 3098.461395 = -1504569.584693
  nChanged 370
		SP:Iteration 15Q (4740.110000 sec): 3 clusters
  Score: Raw -1507862.521605 + Penalty 3098.461395 = -1504764.060210
  nChanged 328
		SP:Iteration 16Q (4740.150000 sec): 3 clusters
  Score: Raw -1508016.001299 + Penalty 3098.461395 = -1504917.539904
  nChanged 270
		SP:Iteration 17Q (4740.180000 sec): 3 clusters
  Score: Raw -1508126.127259 + Penalty 3098.461395 = -1505027.665864
  nChanged 227
		SP:Iteration 18Q (4740.210000 sec): 3 clusters
  Score: Raw -1508218.274653 + Penalty 3098.461395 = -1505119.813258
  nChanged 211
		SP:Iteration 19Q (4740.250000 sec): 3 clusters
  Score: Raw -1508303.856518 + Penalty 3098.461395 = -1505205.395123
  nChanged 208
		SP:Iteration 20F (4740.280000 sec): 3 clusters
  Score: Raw -1508379.829395 + Penalty 3098.461395 = -1505281.368000
  nChanged 163
		SP:Iteration 21Q (4740.310000 sec): 3 clusters
  Score: Raw -1508441.152256 + Penalty 3098.461395 = -1505342.690861
  nChanged 159
		SP:Iteration 22Q (4740.350000 sec): 3 clusters
  Score: Raw -1508492.693481 + Penalty 3098.461395 = -1505394.232086
  nChanged 140
		SP:Iteration 23Q (4740.380000 sec): 3 clusters
  Score: Raw -1508541.069063 + Penalty 3098.461395 = -1505442.607668
  nChanged 137
		SP:Iteration 24Q (4740.410000 sec): 3 clusters
  Score: Raw -1508593.736574 + Penalty 3098.461395 = -1505495.275179
  nChanged 134
		SP:Iteration 25Q (4740.440000 sec): 3 clusters
  Score: Raw -1508652.225842 + Penalty 3098.461395 = -1505553.764447
  nChanged 121
		SP:Iteration 26Q (4740.470000 sec): 3 clusters
  Score: Raw -1508718.141311 + Penalty 3098.461395 = -1505619.679916
  nChanged 128
		SP:Iteration 27Q (4740.500000 sec): 3 clusters
  Score: Raw -1508781.171717 + Penalty 3098.461395 = -1505682.710322
  nChanged 123
		SP:Iteration 28Q (4740.530000 sec): 3 clusters
  Score: Raw -1508855.055985 + Penalty 3098.461395 = -1505756.594590
  nChanged 143
		SP:Iteration 29Q (4740.550000 sec): 3 clusters
  Score: Raw -1508942.151372 + Penalty 3098.461395 = -1505843.689977
  nChanged 146
		SP:Iteration 30Q (4740.590000 sec): 3 clusters
  Score: Raw -1509025.768905 + Penalty 3098.461395 = -1505927.307510
  nChanged 120
		SP:Iteration 31Q (4740.610000 sec): 3 clusters
  Score: Raw -1509086.538090 + Penalty 3098.461395 = -1505988.076695
  nChanged 117
		SP:Iteration 32Q (4740.640000 sec): 3 clusters
  Score: Raw -1509143.232923 + Penalty 3098.461395 = -1506044.771528
  nChanged 102
		SP:Iteration 33Q (4740.670000 sec): 3 clusters
  Score: Raw -1509193.983991 + Penalty 3098.461395 = -1506095.522596
  nChanged 98
		SP:Iteration 34Q (4740.700000 sec): 3 clusters
  Score: Raw -1509243.485146 + Penalty 3098.461395 = -1506145.023751
  nChanged 101
		SP:Iteration 35Q (4740.730000 sec): 3 clusters
  Score: Raw -1509300.944597 + Penalty 3098.461395 = -1506202.483202
  nChanged 90
		SP:Iteration 36Q (4740.750000 sec): 3 clusters
  Score: Raw -1509345.319051 + Penalty 3098.461395 = -1506246.857656
  nChanged 82
		SP:Iteration 37Q (4740.780000 sec): 3 clusters
  Score: Raw -1509383.895230 + Penalty 3098.461395 = -1506285.433835
  nChanged 74
		SP:Iteration 38Q (4740.810000 sec): 3 clusters
  Score: Raw -1509422.179685 + Penalty 3098.461395 = -1506323.718290
  nChanged 67
		SP:Iteration 39Q (4740.840000 sec): 3 clusters
  Score: Raw -1509461.242102 + Penalty 3098.461395 = -1506362.780707
  nChanged 74
		SP:Iteration 40F (4740.870000 sec): 3 clusters
  Score: Raw -1509501.432442 + Penalty 3098.461395 = -1506402.971047
  nChanged 73
		SP:Iteration 41Q (4740.900000 sec): 3 clusters
  Score: Raw -1509542.493576 + Penalty 3098.461395 = -1506444.032181
  nChanged 54
		SP:Iteration 42Q (4740.930000 sec): 3 clusters
  Score: Raw -1509571.087217 + Penalty 3098.461395 = -1506472.625822
  nChanged 49
		SP:Iteration 43Q (4740.950000 sec): 3 clusters
  Score: Raw -1509596.885601 + Penalty 3098.461395 = -1506498.424206
  nChanged 34
		SP:Iteration 44Q (4740.980000 sec): 3 clusters
  Score: Raw -1509613.226584 + Penalty 3098.461395 = -1506514.765189
  nChanged 27
		SP:Iteration 45Q (4741.010000 sec): 3 clusters
  Score: Raw -1509625.344824 + Penalty 3098.461395 = -1506526.883429
  nChanged 22
		SP:Iteration 46Q (4741.030000 sec): 3 clusters
  Score: Raw -1509637.777026 + Penalty 3098.461395 = -1506539.315631
  nChanged 27
		SP:Iteration 47Q (4741.060000 sec): 3 clusters
  Score: Raw -1509651.179519 + Penalty 3098.461395 = -1506552.718124
  nChanged 18
		SP:Iteration 48Q (4741.080000 sec): 3 clusters
  Score: Raw -1509658.055630 + Penalty 3098.461395 = -1506559.594235
  nChanged 16
		SP:Iteration 49Q (4741.110000 sec): 3 clusters
  Score: Raw -1509665.601034 + Penalty 3098.461395 = -1506567.139639
  nChanged 17
		SP:Iteration 50Q (4741.130000 sec): 3 clusters
  Score: Raw -1509673.281370 + Penalty 3098.461395 = -1506574.819976
  nChanged 13
		SP:Iteration 51Q (4741.160000 sec): 3 clusters
  Score: Raw -1509681.967154 + Penalty 3098.461395 = -1506583.505759
  nChanged 9
		SP:Iteration 52Q (4741.190000 sec): 3 clusters
  Score: Raw -1509685.585770 + Penalty 3098.461395 = -1506587.124375
  nChanged 6
		SP:Iteration 53Q (4741.210000 sec): 3 clusters
  Score: Raw -1509688.379283 + Penalty 3098.461395 = -1506589.917888
  nChanged 4
		SP:Iteration 54Q (4741.240000 sec): 3 clusters
  Score: Raw -1509689.579053 + Penalty 3098.461395 = -1506591.117658
  nChanged 2
		SP:Iteration 55Q (4741.260000 sec): 3 clusters
  Score: Raw -1509690.155647 + Penalty 3098.461395 = -1506591.694252
  nChanged 5
		SP:Iteration 56Q (4741.290000 sec): 3 clusters
  Score: Raw -1509692.804939 + Penalty 3098.461395 = -1506594.343544
  nChanged 5
		SP:Iteration 57Q (4741.310000 sec): 3 clusters
  Score: Raw -1509695.514996 + Penalty 3098.461395 = -1506597.053601
  nChanged 6
		SP:Iteration 58Q (4741.340000 sec): 3 clusters
  Score: Raw -1509698.929317 + Penalty 3098.461395 = -1506600.467922
  nChanged 8
		SP:Iteration 59Q (4741.370000 sec): 3 clusters
  Score: Raw -1509703.995857 + Penalty 3098.461395 = -1506605.534462
  nChanged 7
		SP:Iteration 60F (4741.400000 sec): 3 clusters
  Score: Raw -1509705.972370 + Penalty 3098.461395 = -1506607.510975
  nChanged 4
		SP:Iteration 61Q (4741.430000 sec): 3 clusters
  Score: Raw -1509707.323141 + Penalty 3098.461395 = -1506608.861746
  nChanged 6
		SP:Iteration 62Q (4741.450000 sec): 3 clusters
  Score: Raw -1509708.923428 + Penalty 3098.461395 = -1506610.462033
  nChanged 3
		SP:Iteration 63Q (4741.480000 sec): 3 clusters
  Score: Raw -1509709.499539 + Penalty 3098.461395 = -1506611.038144
  nChanged 3
		SP:Iteration 64Q (4741.510000 sec): 3 clusters
  Score: Raw -1509711.118179 + Penalty 3098.461395 = -1506612.656784
  nChanged 3
		SP:Iteration 65Q (4741.530000 sec): 3 clusters
  Score: Raw -1509712.729847 + Penalty 3098.461395 = -1506614.268452
  nChanged 5
		SP:Iteration 66Q (4741.560000 sec): 3 clusters
  Score: Raw -1509715.186325 + Penalty 3098.461395 = -1506616.724930
  nChanged 4
		SP:Iteration 67Q (4741.580000 sec): 3 clusters
  Score: Raw -1509717.851210 + Penalty 3098.461395 = -1506619.389816
  nChanged 10
		SP:Iteration 68Q (4741.610000 sec): 3 clusters
  Score: Raw -1509721.614072 + Penalty 3098.461395 = -1506623.152678
  nChanged 6
		SP:Iteration 69Q (4741.630000 sec): 3 clusters
  Score: Raw -1509724.043055 + Penalty 3098.461395 = -1506625.581661
  nChanged 4
		SP:Iteration 70Q (4741.660000 sec): 3 clusters
  Score: Raw -1509725.167627 + Penalty 3098.461395 = -1506626.706232
  nChanged 0
		SP:Iteration 71F (4741.700000 sec): 3 clusters
  Score: Raw -1509725.167627 + Penalty 3098.461395 = -1506626.706232
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4741.710000 sec): 2 clusters
  Score: Raw -46356.416867 + Penalty 994.905082 = -45361.511786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4741.710000 sec): 3 clusters
  Score: Raw -46326.410254 + Penalty 1989.810163 = -44336.600091
  nChanged 114
		SP:Iteration 1F (4741.710000 sec): 3 clusters
  Score: Raw -46550.026678 + Penalty 1989.810163 = -44560.216515
  nChanged 28
		SP:Iteration 2F (4741.710000 sec): 3 clusters
  Score: Raw -46620.641006 + Penalty 1989.810163 = -44630.830842
  nChanged 18
		SP:Iteration 3Q (4741.710000 sec): 3 clusters
  Score: Raw -46674.686034 + Penalty 1989.810163 = -44684.875871
  nChanged 13
		SP:Iteration 4Q (4741.710000 sec): 3 clusters
  Score: Raw -46697.969436 + Penalty 1989.810163 = -44708.159273
  nChanged 3
		SP:Iteration 5Q (4741.710000 sec): 3 clusters
  Score: Raw -46704.349009 + Penalty 1989.810163 = -44714.538846
  nChanged 1
		SP:Iteration 6Q (4741.720000 sec): 3 clusters
  Score: Raw -46705.819631 + Penalty 1989.810163 = -44716.009468
  nChanged 0
		SP:Iteration 7F (4741.720000 sec): 3 clusters
  Score: Raw -46705.819631 + Penalty 1989.810163 = -44716.009468
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 6 (1391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4741.730000 sec): 2 clusters
  Score: Raw -159254.570134 + Penalty 1176.138956 = -158078.431178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4741.730000 sec): 3 clusters
  Score: Raw -158737.020500 + Penalty 2352.277912 = -156384.742587
  nChanged 456
		SP:Iteration 1F (4741.730000 sec): 3 clusters
  Score: Raw -159031.952523 + Penalty 2352.277912 = -156679.674611
  nChanged 96
		SP:Iteration 2F (4741.740000 sec): 3 clusters
  Score: Raw -159099.809368 + Penalty 2352.277912 = -156747.531455
  nChanged 54
		SP:Iteration 3Q (4741.740000 sec): 3 clusters
  Score: Raw -159144.269810 + Penalty 2352.277912 = -156791.991897
  nChanged 33
		SP:Iteration 4Q (4741.740000 sec): 3 clusters
  Score: Raw -159165.481772 + Penalty 2352.277912 = -156813.203860
  nChanged 25
		SP:Iteration 5Q (4741.750000 sec): 3 clusters
  Score: Raw -159183.197561 + Penalty 2352.277912 = -156830.919649
  nChanged 15
		SP:Iteration 6Q (4741.750000 sec): 3 clusters
  Score: Raw -159195.920091 + Penalty 2352.277912 = -156843.642179
  nChanged 19
		SP:Iteration 7Q (4741.750000 sec): 3 clusters
  Score: Raw -159210.199380 + Penalty 2352.277912 = -156857.921468
  nChanged 17
		SP:Iteration 8Q (4741.760000 sec): 3 clusters
  Score: Raw -159221.744357 + Penalty 2352.277912 = -156869.466445
  nChanged 13
		SP:Iteration 9Q (4741.760000 sec): 3 clusters
  Score: Raw -159230.075222 + Penalty 2352.277912 = -156877.797309
  nChanged 14
		SP:Iteration 10Q (4741.760000 sec): 3 clusters
  Score: Raw -159238.719443 + Penalty 2352.277912 = -156886.441530
  nChanged 10
		SP:Iteration 11Q (4741.770000 sec): 3 clusters
  Score: Raw -159245.941642 + Penalty 2352.277912 = -156893.663730
  nChanged 8
		SP:Iteration 12Q (4741.770000 sec): 3 clusters
  Score: Raw -159250.883782 + Penalty 2352.277912 = -156898.605869
  nChanged 6
		SP:Iteration 13Q (4741.770000 sec): 3 clusters
  Score: Raw -159253.828158 + Penalty 2352.277912 = -156901.550245
  nChanged 8
		SP:Iteration 14Q (4741.780000 sec): 3 clusters
  Score: Raw -159258.226864 + Penalty 2352.277912 = -156905.948951
  nChanged 5
		SP:Iteration 15Q (4741.780000 sec): 3 clusters
  Score: Raw -159259.608464 + Penalty 2352.277912 = -156907.330551
  nChanged 3
		SP:Iteration 16Q (4741.790000 sec): 3 clusters
  Score: Raw -159262.296476 + Penalty 2352.277912 = -156910.018564
  nChanged 6
		SP:Iteration 17Q (4741.790000 sec): 3 clusters
  Score: Raw -159266.888904 + Penalty 2352.277912 = -156914.610991
  nChanged 6
		SP:Iteration 18Q (4741.790000 sec): 3 clusters
  Score: Raw -159272.042267 + Penalty 2352.277912 = -156919.764354
  nChanged 7
		SP:Iteration 19Q (4741.790000 sec): 3 clusters
  Score: Raw -159275.772179 + Penalty 2352.277912 = -156923.494267
  nChanged 4
		SP:Iteration 20F (4741.800000 sec): 3 clusters
  Score: Raw -159277.375121 + Penalty 2352.277912 = -156925.097209
  nChanged 3
		SP:Iteration 21Q (4741.800000 sec): 3 clusters
  Score: Raw -159279.137358 + Penalty 2352.277912 = -156926.859446
  nChanged 4
		SP:Iteration 22Q (4741.810000 sec): 3 clusters
  Score: Raw -159281.862823 + Penalty 2352.277912 = -156929.584910
  nChanged 5
		SP:Iteration 23Q (4741.810000 sec): 3 clusters
  Score: Raw -159283.603224 + Penalty 2352.277912 = -156931.325312
  nChanged 2
		SP:Iteration 24Q (4741.810000 sec): 3 clusters
  Score: Raw -159284.252785 + Penalty 2352.277912 = -156931.974873
  nChanged 2
		SP:Iteration 25Q (4741.810000 sec): 3 clusters
  Score: Raw -159284.846857 + Penalty 2352.277912 = -156932.568944
  nChanged 2
		SP:Iteration 26Q (4741.820000 sec): 3 clusters
  Score: Raw -159285.753568 + Penalty 2352.277912 = -156933.475655
  nChanged 1
		SP:Iteration 27Q (4741.820000 sec): 3 clusters
  Score: Raw -159286.445143 + Penalty 2352.277912 = -156934.167230
  nChanged 2
		SP:Iteration 28Q (4741.830000 sec): 3 clusters
  Score: Raw -159287.379230 + Penalty 2352.277912 = -156935.101318
  nChanged 2
		SP:Iteration 29Q (4741.830000 sec): 3 clusters
  Score: Raw -159288.562249 + Penalty 2352.277912 = -156936.284336
  nChanged 2
		SP:Iteration 30Q (4741.830000 sec): 3 clusters
  Score: Raw -159289.224861 + Penalty 2352.277912 = -156936.946948
  nChanged 2
		SP:Iteration 31Q (4741.830000 sec): 3 clusters
  Score: Raw -159290.438713 + Penalty 2352.277912 = -156938.160801
  nChanged 1
		SP:Iteration 32Q (4741.840000 sec): 3 clusters
  Score: Raw -159291.693637 + Penalty 2352.277912 = -156939.415725
  nChanged 1
		SP:Iteration 33Q (4741.840000 sec): 3 clusters
  Score: Raw -159293.341705 + Penalty 2352.277912 = -156941.063792
  nChanged 2
		SP:Iteration 34Q (4741.850000 sec): 3 clusters
  Score: Raw -159294.799300 + Penalty 2352.277912 = -156942.521388
  nChanged 3
		SP:Iteration 35Q (4741.850000 sec): 3 clusters
  Score: Raw -159297.895974 + Penalty 2352.277912 = -156945.618062
  nChanged 7
		SP:Iteration 36Q (4741.850000 sec): 3 clusters
  Score: Raw -159305.398129 + Penalty 2352.277912 = -156953.120217
  nChanged 10
		SP:Iteration 37Q (4741.860000 sec): 3 clusters
  Score: Raw -159310.302349 + Penalty 2352.277912 = -156958.024436
  nChanged 6
		SP:Iteration 38Q (4741.860000 sec): 3 clusters
  Score: Raw -159312.964040 + Penalty 2352.277912 = -156960.686127
  nChanged 4
		SP:Iteration 39Q (4741.860000 sec): 3 clusters
  Score: Raw -159314.360922 + Penalty 2352.277912 = -156962.083010
  nChanged 3
		SP:Iteration 40F (4741.870000 sec): 3 clusters
  Score: Raw -159316.392239 + Penalty 2352.277912 = -156964.114327
  nChanged 5
		SP:Iteration 41Q (4741.870000 sec): 3 clusters
  Score: Raw -159319.749736 + Penalty 2352.277912 = -156967.471824
  nChanged 2
		SP:Iteration 42Q (4741.870000 sec): 3 clusters
  Score: Raw -159320.426172 + Penalty 2352.277912 = -156968.148260
  nChanged 3
		SP:Iteration 43Q (4741.880000 sec): 3 clusters
  Score: Raw -159321.492064 + Penalty 2352.277912 = -156969.214151
  nChanged 2
		SP:Iteration 44Q (4741.880000 sec): 3 clusters
  Score: Raw -159321.927033 + Penalty 2352.277912 = -156969.649120
  nChanged 1
		SP:Iteration 45Q (4741.880000 sec): 3 clusters
  Score: Raw -159322.100358 + Penalty 2352.277912 = -156969.822446
  nChanged 1
		SP:Iteration 46Q (4741.890000 sec): 3 clusters
  Score: Raw -159322.299943 + Penalty 2352.277912 = -156970.022031
  nChanged 4
		SP:Iteration 47Q (4741.890000 sec): 3 clusters
  Score: Raw -159323.635490 + Penalty 2352.277912 = -156971.357578
  nChanged 4
		SP:Iteration 48Q (4741.890000 sec): 3 clusters
  Score: Raw -159327.281906 + Penalty 2352.277912 = -156975.003993
  nChanged 5
		SP:Iteration 49Q (4741.900000 sec): 3 clusters
  Score: Raw -159330.547776 + Penalty 2352.277912 = -156978.269864
  nChanged 6
		SP:Iteration 50Q (4741.900000 sec): 3 clusters
  Score: Raw -159335.437219 + Penalty 2352.277912 = -156983.159307
  nChanged 5
		SP:Iteration 51Q (4741.900000 sec): 3 clusters
  Score: Raw -159338.682298 + Penalty 2352.277912 = -156986.404385
  nChanged 5
		SP:Iteration 52Q (4741.910000 sec): 3 clusters
  Score: Raw -159341.432467 + Penalty 2352.277912 = -156989.154554
  nChanged 4
		SP:Iteration 53Q (4741.910000 sec): 3 clusters
  Score: Raw -159342.496432 + Penalty 2352.277912 = -156990.218520
  nChanged 3
		SP:Iteration 54Q (4741.910000 sec): 3 clusters
  Score: Raw -159343.569094 + Penalty 2352.277912 = -156991.291181
  nChanged 3
		SP:Iteration 55Q (4741.920000 sec): 3 clusters
  Score: Raw -159344.503597 + Penalty 2352.277912 = -156992.225685
  nChanged 2
		SP:Iteration 56Q (4741.920000 sec): 3 clusters
  Score: Raw -159346.392933 + Penalty 2352.277912 = -156994.115020
  nChanged 6
		SP:Iteration 57Q (4741.930000 sec): 3 clusters
  Score: Raw -159350.586974 + Penalty 2352.277912 = -156998.309061
  nChanged 7
		SP:Iteration 58Q (4741.930000 sec): 3 clusters
  Score: Raw -159354.325048 + Penalty 2352.277912 = -157002.047136
  nChanged 4
		SP:Iteration 59Q (4741.930000 sec): 3 clusters
  Score: Raw -159356.890533 + Penalty 2352.277912 = -157004.612621
  nChanged 1
		SP:Iteration 60F (4741.930000 sec): 3 clusters
  Score: Raw -159357.369939 + Penalty 2352.277912 = -157005.092026
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (19291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4742.000000 sec): 2 clusters
  Score: Raw -2294668.658611 + Penalty 1603.451516 = -2293065.207095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4742.050000 sec): 3 clusters
  Score: Raw -2283118.397552 + Penalty 3206.903032 = -2279911.494520
  nChanged 8727
		SP:Iteration 1F (4742.100000 sec): 3 clusters
  Score: Raw -2287986.845988 + Penalty 3206.903032 = -2284779.942955
  nChanged 1073
		SP:Iteration 2F (4742.150000 sec): 3 clusters
  Score: Raw -2288445.263155 + Penalty 3206.903032 = -2285238.360123
  nChanged 993
		SP:Iteration 3F (4742.200000 sec): 3 clusters
  Score: Raw -2288888.557914 + Penalty 3206.903032 = -2285681.654882
  nChanged 920
		SP:Iteration 4Q (4742.250000 sec): 3 clusters
  Score: Raw -2289295.336738 + Penalty 3206.903032 = -2286088.433706
  nChanged 844
		SP:Iteration 5Q (4742.300000 sec): 3 clusters
  Score: Raw -2289706.843932 + Penalty 3206.903032 = -2286499.940900
  nChanged 842
		SP:Iteration 6Q (4742.350000 sec): 3 clusters
  Score: Raw -2290140.192024 + Penalty 3206.903032 = -2286933.288992
  nChanged 826
		SP:Iteration 7Q (4742.400000 sec): 3 clusters
  Score: Raw -2290588.374845 + Penalty 3206.903032 = -2287381.471813
  nChanged 845
		SP:Iteration 8Q (4742.450000 sec): 3 clusters
  Score: Raw -2291098.945463 + Penalty 3206.903032 = -2287892.042431
  nChanged 845
		SP:Iteration 9Q (4742.500000 sec): 3 clusters
  Score: Raw -2291677.661246 + Penalty 3206.903032 = -2288470.758214
  nChanged 799
		SP:Iteration 10Q (4742.550000 sec): 3 clusters
  Score: Raw -2292221.019705 + Penalty 3206.903032 = -2289014.116673
  nChanged 676
		SP:Iteration 11Q (4742.590000 sec): 3 clusters
  Score: Raw -2292616.850721 + Penalty 3206.903032 = -2289409.947689
  nChanged 533
		SP:Iteration 12Q (4742.640000 sec): 3 clusters
  Score: Raw -2292897.048670 + Penalty 3206.903032 = -2289690.145638
  nChanged 431
		SP:Iteration 13Q (4742.680000 sec): 3 clusters
  Score: Raw -2293111.805238 + Penalty 3206.903032 = -2289904.902206
  nChanged 381
		SP:Iteration 14Q (4742.730000 sec): 3 clusters
  Score: Raw -2293295.551561 + Penalty 3206.903032 = -2290088.648529
  nChanged 316
		SP:Iteration 15Q (4742.770000 sec): 3 clusters
  Score: Raw -2293435.623630 + Penalty 3206.903032 = -2290228.720598
  nChanged 278
		SP:Iteration 16Q (4742.810000 sec): 3 clusters
  Score: Raw -2293559.000669 + Penalty 3206.903032 = -2290352.097637
  nChanged 266
		SP:Iteration 17Q (4742.850000 sec): 3 clusters
  Score: Raw -2293691.874127 + Penalty 3206.903032 = -2290484.971095
  nChanged 255
		SP:Iteration 18Q (4742.890000 sec): 3 clusters
  Score: Raw -2293820.401130 + Penalty 3206.903032 = -2290613.498097
  nChanged 249
		SP:Iteration 19Q (4742.940000 sec): 3 clusters
  Score: Raw -2293950.576395 + Penalty 3206.903032 = -2290743.673363
  nChanged 224
		SP:Iteration 20F (4742.990000 sec): 3 clusters
  Score: Raw -2294076.347730 + Penalty 3206.903032 = -2290869.444698
  nChanged 203
		SP:Iteration 21Q (4743.030000 sec): 3 clusters
  Score: Raw -2294195.590341 + Penalty 3206.903032 = -2290988.687309
  nChanged 217
		SP:Iteration 22Q (4743.060000 sec): 3 clusters
  Score: Raw -2294318.607425 + Penalty 3206.903032 = -2291111.704393
  nChanged 165
		SP:Iteration 23Q (4743.100000 sec): 3 clusters
  Score: Raw -2294423.825000 + Penalty 3206.903032 = -2291216.921968
  nChanged 169
		SP:Iteration 24Q (4743.140000 sec): 3 clusters
  Score: Raw -2294524.174756 + Penalty 3206.903032 = -2291317.271724
  nChanged 130
		SP:Iteration 25Q (4743.180000 sec): 3 clusters
  Score: Raw -2294597.215155 + Penalty 3206.903032 = -2291390.312123
  nChanged 99
		SP:Iteration 26Q (4743.210000 sec): 3 clusters
  Score: Raw -2294653.553085 + Penalty 3206.903032 = -2291446.650053
  nChanged 88
		SP:Iteration 27Q (4743.250000 sec): 3 clusters
  Score: Raw -2294711.986291 + Penalty 3206.903032 = -2291505.083259
  nChanged 75
		SP:Iteration 28Q (4743.290000 sec): 3 clusters
  Score: Raw -2294762.047531 + Penalty 3206.903032 = -2291555.144499
  nChanged 51
		SP:Iteration 29Q (4743.320000 sec): 3 clusters
  Score: Raw -2294794.923662 + Penalty 3206.903032 = -2291588.020630
  nChanged 40
		SP:Iteration 30Q (4743.360000 sec): 3 clusters
  Score: Raw -2294817.990534 + Penalty 3206.903032 = -2291611.087502
  nChanged 21
		SP:Iteration 31Q (4743.390000 sec): 3 clusters
  Score: Raw -2294828.722816 + Penalty 3206.903032 = -2291621.819784
  nChanged 17
		SP:Iteration 32Q (4743.430000 sec): 3 clusters
  Score: Raw -2294836.628528 + Penalty 3206.903032 = -2291629.725496
  nChanged 14
		SP:Iteration 33Q (4743.460000 sec): 3 clusters
  Score: Raw -2294843.553229 + Penalty 3206.903032 = -2291636.650197
  nChanged 13
		SP:Iteration 34Q (4743.500000 sec): 3 clusters
  Score: Raw -2294850.354143 + Penalty 3206.903032 = -2291643.451111
  nChanged 13
		SP:Iteration 35Q (4743.530000 sec): 3 clusters
  Score: Raw -2294857.244889 + Penalty 3206.903032 = -2291650.341857
  nChanged 11
		SP:Iteration 36Q (4743.570000 sec): 3 clusters
  Score: Raw -2294863.682298 + Penalty 3206.903032 = -2291656.779266
  nChanged 8
		SP:Iteration 37Q (4743.610000 sec): 3 clusters
  Score: Raw -2294867.317723 + Penalty 3206.903032 = -2291660.414691
  nChanged 4
		SP:Iteration 38Q (4743.640000 sec): 3 clusters
  Score: Raw -2294869.466676 + Penalty 3206.903032 = -2291662.563644
  nChanged 1
		SP:Iteration 39Q (4743.670000 sec): 3 clusters
  Score: Raw -2294870.004599 + Penalty 3206.903032 = -2291663.101566
  nChanged 1
		SP:Iteration 40F (4743.720000 sec): 3 clusters
  Score: Raw -2294870.283219 + Penalty 3206.903032 = -2291663.380187
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (1172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4743.740000 sec): 2 clusters
  Score: Raw -113198.327151 + Penalty 1148.300883 = -112050.026269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4743.740000 sec): 3 clusters
  Score: Raw -112885.148418 + Penalty 2296.601765 = -110588.546652
  nChanged 365
		SP:Iteration 1F (4743.750000 sec): 3 clusters
  Score: Raw -113290.128182 + Penalty 2296.601765 = -110993.526417
  nChanged 113
		SP:Iteration 2F (4743.750000 sec): 3 clusters
  Score: Raw -113432.589806 + Penalty 2296.601765 = -111135.988040
  nChanged 65
		SP:Iteration 3F (4743.750000 sec): 3 clusters
  Score: Raw -113530.556915 + Penalty 2296.601765 = -111233.955150
  nChanged 46
		SP:Iteration 4Q (4743.750000 sec): 3 clusters
  Score: Raw -113614.831361 + Penalty 2296.601765 = -111318.229596
  nChanged 48
		SP:Iteration 5Q (4743.760000 sec): 3 clusters
  Score: Raw -113689.937421 + Penalty 2296.601765 = -111393.335656
  nChanged 36
		SP:Iteration 6Q (4743.760000 sec): 3 clusters
  Score: Raw -113747.647805 + Penalty 2296.601765 = -111451.046039
  nChanged 38
		SP:Iteration 7Q (4743.760000 sec): 3 clusters
  Score: Raw -113801.605007 + Penalty 2296.601765 = -111505.003242
  nChanged 25
		SP:Iteration 8Q (4743.770000 sec): 3 clusters
  Score: Raw -113836.085118 + Penalty 2296.601765 = -111539.483353
  nChanged 19
		SP:Iteration 9Q (4743.770000 sec): 3 clusters
  Score: Raw -113862.947228 + Penalty 2296.601765 = -111566.345463
  nChanged 15
		SP:Iteration 10Q (4743.770000 sec): 3 clusters
  Score: Raw -113879.157702 + Penalty 2296.601765 = -111582.555937
  nChanged 13
		SP:Iteration 11Q (4743.770000 sec): 3 clusters
  Score: Raw -113893.970807 + Penalty 2296.601765 = -111597.369042
  nChanged 11
		SP:Iteration 12Q (4743.780000 sec): 3 clusters
  Score: Raw -113913.776888 + Penalty 2296.601765 = -111617.175123
  nChanged 12
		SP:Iteration 13Q (4743.780000 sec): 3 clusters
  Score: Raw -113923.148484 + Penalty 2296.601765 = -111626.546719
  nChanged 11
		SP:Iteration 14Q (4743.780000 sec): 3 clusters
  Score: Raw -113936.627692 + Penalty 2296.601765 = -111640.025927
  nChanged 10
		SP:Iteration 15Q (4743.780000 sec): 3 clusters
  Score: Raw -113956.030898 + Penalty 2296.601765 = -111659.429133
  nChanged 15
		SP:Iteration 16Q (4743.790000 sec): 3 clusters
  Score: Raw -113972.718531 + Penalty 2296.601765 = -111676.116765
  nChanged 10
		SP:Iteration 17Q (4743.790000 sec): 3 clusters
  Score: Raw -113992.302542 + Penalty 2296.601765 = -111695.700777
  nChanged 11
		SP:Iteration 18Q (4743.790000 sec): 3 clusters
  Score: Raw -114013.475444 + Penalty 2296.601765 = -111716.873679
  nChanged 14
		SP:Iteration 19Q (4743.790000 sec): 3 clusters
  Score: Raw -114032.157158 + Penalty 2296.601765 = -111735.555393
  nChanged 8
		SP:Iteration 20F (4743.800000 sec): 3 clusters
  Score: Raw -114048.142096 + Penalty 2296.601765 = -111751.540331
  nChanged 8
		SP:Iteration 21Q (4743.800000 sec): 3 clusters
  Score: Raw -114070.503511 + Penalty 2296.601765 = -111773.901746
  nChanged 7
		SP:Iteration 22Q (4743.800000 sec): 3 clusters
  Score: Raw -114082.894925 + Penalty 2296.601765 = -111786.293160
  nChanged 6
		SP:Iteration 23Q (4743.800000 sec): 3 clusters
  Score: Raw -114090.641480 + Penalty 2296.601765 = -111794.039715
  nChanged 2
		SP:Iteration 24Q (4743.810000 sec): 3 clusters
  Score: Raw -114092.539286 + Penalty 2296.601765 = -111795.937521
  nChanged 2
		SP:Iteration 25Q (4743.810000 sec): 3 clusters
  Score: Raw -114096.274094 + Penalty 2296.601765 = -111799.672329
  nChanged 1
		SP:Iteration 26Q (4743.810000 sec): 3 clusters
  Score: Raw -114096.705756 + Penalty 2296.601765 = -111800.103991
  nChanged 1
		SP:Iteration 27Q (4743.810000 sec): 3 clusters
  Score: Raw -114097.374680 + Penalty 2296.601765 = -111800.772915
  nChanged 1
		SP:Iteration 28Q (4743.810000 sec): 3 clusters
  Score: Raw -114098.927164 + Penalty 2296.601765 = -111802.325399
  nChanged 1
		SP:Iteration 29Q (4743.820000 sec): 3 clusters
  Score: Raw -114099.586346 + Penalty 2296.601765 = -111802.984581
  nChanged 0
		SP:Iteration 30F (4743.820000 sec): 3 clusters
  Score: Raw -114099.586346 + Penalty 2296.601765 = -111802.984581
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 9 (35111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4743.930000 sec): 2 clusters
  Score: Raw -4033178.649316 + Penalty 1700.768834 = -4031477.880482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4744.030000 sec): 3 clusters
  Score: Raw -4011328.953926 + Penalty 3401.537669 = -4007927.416257
  nChanged 16354
		SP:Iteration 1F (4744.120000 sec): 3 clusters
  Score: Raw -4020423.562015 + Penalty 3401.537669 = -4017022.024346
  nChanged 1530
		SP:Iteration 2Q (4744.220000 sec): 3 clusters
  Score: Raw -4020966.423143 + Penalty 3401.537669 = -4017564.885474
  nChanged 1614
		SP:Iteration 3Q (4744.310000 sec): 3 clusters
  Score: Raw -4021622.177531 + Penalty 3401.537669 = -4018220.639862
  nChanged 1846
		SP:Iteration 4F (4744.400000 sec): 3 clusters
  Score: Raw -4022532.335014 + Penalty 3401.537669 = -4019130.797345
  nChanged 2204
		SP:Iteration 5F (4744.500000 sec): 3 clusters
  Score: Raw -4023825.263470 + Penalty 3401.537669 = -4020423.725802
  nChanged 2455
		SP:Iteration 6F (4744.590000 sec): 3 clusters
  Score: Raw -4025507.724166 + Penalty 3401.537669 = -4022106.186497
  nChanged 2471
		SP:Iteration 7F (4744.680000 sec): 3 clusters
  Score: Raw -4027306.634305 + Penalty 3401.537669 = -4023905.096636
  nChanged 2155
		SP:Iteration 8F (4744.770000 sec): 3 clusters
  Score: Raw -4028964.151766 + Penalty 3401.537669 = -4025562.614097
  nChanged 1701
		SP:Iteration 9Q (4744.860000 sec): 3 clusters
  Score: Raw -4030327.457232 + Penalty 3401.537669 = -4026925.919563
  nChanged 1286
		SP:Iteration 10Q (4744.950000 sec): 3 clusters
  Score: Raw -4031502.929292 + Penalty 3401.537669 = -4028101.391623
  nChanged 855
		SP:Iteration 11Q (4745.040000 sec): 3 clusters
  Score: Raw -4032604.783504 + Penalty 3401.537669 = -4029203.245835
  nChanged 442
		SP:Iteration 12Q (4745.110000 sec): 3 clusters
  Score: Raw -4033218.948892 + Penalty 3401.537669 = -4029817.411223
  nChanged 277
		SP:Iteration 13Q (4745.180000 sec): 3 clusters
  Score: Raw -4033422.968700 + Penalty 3401.537669 = -4030021.431031
  nChanged 182
		SP:Iteration 14Q (4745.250000 sec): 3 clusters
  Score: Raw -4033524.887392 + Penalty 3401.537669 = -4030123.349723
  nChanged 139
		SP:Iteration 15Q (4745.320000 sec): 3 clusters
  Score: Raw -4033582.327905 + Penalty 3401.537669 = -4030180.790236
  nChanged 100
		SP:Iteration 16Q (4745.390000 sec): 3 clusters
  Score: Raw -4033623.038901 + Penalty 3401.537669 = -4030221.501232
  nChanged 86
		SP:Iteration 17Q (4745.460000 sec): 3 clusters
  Score: Raw -4033651.978074 + Penalty 3401.537669 = -4030250.440405
  nChanged 66
		SP:Iteration 18Q (4745.520000 sec): 3 clusters
  Score: Raw -4033674.066930 + Penalty 3401.537669 = -4030272.529261
  nChanged 53
		SP:Iteration 19Q (4745.590000 sec): 3 clusters
  Score: Raw -4033689.253042 + Penalty 3401.537669 = -4030287.715374
  nChanged 43
		SP:Iteration 20F (4745.680000 sec): 3 clusters
  Score: Raw -4033698.671265 + Penalty 3401.537669 = -4030297.133596
  nChanged 26
		SP:Iteration 21Q (4745.750000 sec): 3 clusters
  Score: Raw -4033704.312169 + Penalty 3401.537669 = -4030302.774500
  nChanged 25
		SP:Iteration 22Q (4745.820000 sec): 3 clusters
  Score: Raw -4033708.646892 + Penalty 3401.537669 = -4030307.109223
  nChanged 22
		SP:Iteration 23Q (4745.890000 sec): 3 clusters
  Score: Raw -4033712.964291 + Penalty 3401.537669 = -4030311.426622
  nChanged 27
		SP:Iteration 24Q (4745.960000 sec): 3 clusters
  Score: Raw -4033717.623752 + Penalty 3401.537669 = -4030316.086083
  nChanged 20
		SP:Iteration 25Q (4746.020000 sec): 3 clusters
  Score: Raw -4033721.308752 + Penalty 3401.537669 = -4030319.771083
  nChanged 14
		SP:Iteration 26Q (4746.090000 sec): 3 clusters
  Score: Raw -4033724.085070 + Penalty 3401.537669 = -4030322.547401
  nChanged 16
		SP:Iteration 27Q (4746.160000 sec): 3 clusters
  Score: Raw -4033728.658880 + Penalty 3401.537669 = -4030327.121211
  nChanged 15
		SP:Iteration 28Q (4746.220000 sec): 3 clusters
  Score: Raw -4033731.789819 + Penalty 3401.537669 = -4030330.252150
  nChanged 15
		SP:Iteration 29Q (4746.290000 sec): 3 clusters
  Score: Raw -4033734.352126 + Penalty 3401.537669 = -4030332.814457
  nChanged 14
		SP:Iteration 30Q (4746.360000 sec): 3 clusters
  Score: Raw -4033736.786495 + Penalty 3401.537669 = -4030335.248826
  nChanged 8
		SP:Iteration 31Q (4746.420000 sec): 3 clusters
  Score: Raw -4033738.435007 + Penalty 3401.537669 = -4030336.897338
  nChanged 8
		SP:Iteration 32Q (4746.490000 sec): 3 clusters
  Score: Raw -4033739.746329 + Penalty 3401.537669 = -4030338.208660
  nChanged 8
		SP:Iteration 33Q (4746.550000 sec): 3 clusters
  Score: Raw -4033740.709831 + Penalty 3401.537669 = -4030339.172162
  nChanged 3
		SP:Iteration 34Q (4746.620000 sec): 3 clusters
  Score: Raw -4033741.108197 + Penalty 3401.537669 = -4030339.570528
  nChanged 4
		SP:Iteration 35Q (4746.680000 sec): 3 clusters
  Score: Raw -4033741.640030 + Penalty 3401.537669 = -4030340.102362
  nChanged 4
		SP:Iteration 36Q (4746.750000 sec): 3 clusters
  Score: Raw -4033742.444552 + Penalty 3401.537669 = -4030340.906883
  nChanged 7
		SP:Iteration 37Q (4746.820000 sec): 3 clusters
  Score: Raw -4033743.899661 + Penalty 3401.537669 = -4030342.361992
  nChanged 5
		SP:Iteration 38Q (4746.880000 sec): 3 clusters
  Score: Raw -4033744.576535 + Penalty 3401.537669 = -4030343.038866
  nChanged 3
		SP:Iteration 39Q (4746.950000 sec): 3 clusters
  Score: Raw -4033745.237567 + Penalty 3401.537669 = -4030343.699898
  nChanged 2
		SP:Iteration 40F (4747.040000 sec): 3 clusters
  Score: Raw -4033745.649134 + Penalty 3401.537669 = -4030344.111465
  nChanged 3
		SP:Iteration 41Q (4747.110000 sec): 3 clusters
  Score: Raw -4033746.096412 + Penalty 3401.537669 = -4030344.558743
  nChanged 8
		SP:Iteration 42Q (4747.180000 sec): 3 clusters
  Score: Raw -4033747.107005 + Penalty 3401.537669 = -4030345.569336
  nChanged 3
		SP:Iteration 43Q (4747.240000 sec): 3 clusters
  Score: Raw -4033747.748342 + Penalty 3401.537669 = -4030346.210673
  nChanged 1
		SP:Iteration 44Q (4747.310000 sec): 3 clusters
  Score: Raw -4033747.850331 + Penalty 3401.537669 = -4030346.312662
  nChanged 1
		SP:Iteration 45Q (4747.380000 sec): 3 clusters
  Score: Raw -4033747.914146 + Penalty 3401.537669 = -4030346.376477
  nChanged 1
		SP:Iteration 46Q (4747.440000 sec): 3 clusters
  Score: Raw -4033748.045394 + Penalty 3401.537669 = -4030346.507725
  nChanged 0
		SP:Iteration 47F (4747.530000 sec): 3 clusters
  Score: Raw -4033748.045394 + Penalty 3401.537669 = -4030346.507725
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (56896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4747.700000 sec): 2 clusters
  Score: Raw -6731251.643666 + Penalty 1779.209302 = -6729472.434364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4747.840000 sec): 3 clusters
  Score: Raw -6695111.118835 + Penalty 3558.418604 = -6691552.700232
  nChanged 26704
		SP:Iteration 1F (4747.990000 sec): 3 clusters
  Score: Raw -6710165.531542 + Penalty 3558.418604 = -6706607.112938
  nChanged 2262
		SP:Iteration 2Q (4748.140000 sec): 3 clusters
  Score: Raw -6710912.956596 + Penalty 3558.418604 = -6707354.537992
  nChanged 2697
		SP:Iteration 3Q (4748.300000 sec): 3 clusters
  Score: Raw -6712085.966844 + Penalty 3558.418604 = -6708527.548240
  nChanged 3346
		SP:Iteration 4F (4748.440000 sec): 3 clusters
  Score: Raw -6713943.481818 + Penalty 3558.418604 = -6710385.063214
  nChanged 4201
		SP:Iteration 5F (4748.590000 sec): 3 clusters
  Score: Raw -6716922.105525 + Penalty 3558.418604 = -6713363.686921
  nChanged 4683
		SP:Iteration 6F (4748.740000 sec): 3 clusters
  Score: Raw -6720884.370047 + Penalty 3558.418604 = -6717325.951443
  nChanged 4385
		SP:Iteration 7F (4748.890000 sec): 3 clusters
  Score: Raw -6724877.081250 + Penalty 3558.418604 = -6721318.662646
  nChanged 3272
		SP:Iteration 8F (4749.040000 sec): 3 clusters
  Score: Raw -6727941.444661 + Penalty 3558.418604 = -6724383.026057
  nChanged 2048
		SP:Iteration 9Q (4749.180000 sec): 3 clusters
  Score: Raw -6729840.177877 + Penalty 3558.418604 = -6726281.759273
  nChanged 1008
		SP:Iteration 10Q (4749.310000 sec): 3 clusters
  Score: Raw -6730731.096194 + Penalty 3558.418604 = -6727172.677591
  nChanged 479
		SP:Iteration 11Q (4749.420000 sec): 3 clusters
  Score: Raw -6731110.191771 + Penalty 3558.418604 = -6727551.773167
  nChanged 237
		SP:Iteration 12Q (4749.540000 sec): 3 clusters
  Score: Raw -6731292.805101 + Penalty 3558.418604 = -6727734.386498
  nChanged 141
		SP:Iteration 13Q (4749.640000 sec): 3 clusters
  Score: Raw -6731397.805043 + Penalty 3558.418604 = -6727839.386440
  nChanged 93
		SP:Iteration 14Q (4749.750000 sec): 3 clusters
  Score: Raw -6731463.433690 + Penalty 3558.418604 = -6727905.015086
  nChanged 67
		SP:Iteration 15Q (4749.850000 sec): 3 clusters
  Score: Raw -6731508.418545 + Penalty 3558.418604 = -6727949.999941
  nChanged 40
		SP:Iteration 16Q (4749.960000 sec): 3 clusters
  Score: Raw -6731529.185292 + Penalty 3558.418604 = -6727970.766689
  nChanged 21
		SP:Iteration 17Q (4750.060000 sec): 3 clusters
  Score: Raw -6731538.845197 + Penalty 3558.418604 = -6727980.426593
  nChanged 17
		SP:Iteration 18Q (4750.170000 sec): 3 clusters
  Score: Raw -6731547.378152 + Penalty 3558.418604 = -6727988.959548
  nChanged 14
		SP:Iteration 19Q (4750.270000 sec): 3 clusters
  Score: Raw -6731554.554213 + Penalty 3558.418604 = -6727996.135609
  nChanged 13
		SP:Iteration 20F (4750.420000 sec): 3 clusters
  Score: Raw -6731561.799893 + Penalty 3558.418604 = -6728003.381289
  nChanged 10
		SP:Iteration 21Q (4750.520000 sec): 3 clusters
  Score: Raw -6731568.278138 + Penalty 3558.418604 = -6728009.859535
  nChanged 14
		SP:Iteration 22Q (4750.620000 sec): 3 clusters
  Score: Raw -6731578.753864 + Penalty 3558.418604 = -6728020.335260
  nChanged 16
		SP:Iteration 23Q (4750.720000 sec): 3 clusters
  Score: Raw -6731587.930481 + Penalty 3558.418604 = -6728029.511878
  nChanged 13
		SP:Iteration 24Q (4750.820000 sec): 3 clusters
  Score: Raw -6731594.782856 + Penalty 3558.418604 = -6728036.364253
  nChanged 10
		SP:Iteration 25Q (4750.920000 sec): 3 clusters
  Score: Raw -6731600.374994 + Penalty 3558.418604 = -6728041.956391
  nChanged 5
		SP:Iteration 26Q (4751.030000 sec): 3 clusters
  Score: Raw -6731603.051235 + Penalty 3558.418604 = -6728044.632631
  nChanged 6
		SP:Iteration 27Q (4751.130000 sec): 3 clusters
  Score: Raw -6731605.069139 + Penalty 3558.418604 = -6728046.650535
  nChanged 2
		SP:Iteration 28Q (4751.230000 sec): 3 clusters
  Score: Raw -6731606.063334 + Penalty 3558.418604 = -6728047.644731
  nChanged 0
		SP:Iteration 29F (4751.370000 sec): 3 clusters
  Score: Raw -6731606.063334 + Penalty 3558.418604 = -6728047.644731
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (20085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4751.450000 sec): 2 clusters
  Score: Raw -2352548.287969 + Penalty 1610.005889 = -2350938.282080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4751.510000 sec): 3 clusters
  Score: Raw -2340365.858255 + Penalty 3220.011778 = -2337145.846477
  nChanged 9104
		SP:Iteration 1F (4751.560000 sec): 3 clusters
  Score: Raw -2345466.776745 + Penalty 3220.011778 = -2342246.764968
  nChanged 1182
		SP:Iteration 2F (4751.610000 sec): 3 clusters
  Score: Raw -2345994.414047 + Penalty 3220.011778 = -2342774.402270
  nChanged 1181
		SP:Iteration 3F (4751.660000 sec): 3 clusters
  Score: Raw -2346580.370159 + Penalty 3220.011778 = -2343360.358381
  nChanged 1242
		SP:Iteration 4F (4751.710000 sec): 3 clusters
  Score: Raw -2347281.434208 + Penalty 3220.011778 = -2344061.422430
  nChanged 1257
		SP:Iteration 5F (4751.770000 sec): 3 clusters
  Score: Raw -2348064.301416 + Penalty 3220.011778 = -2344844.289638
  nChanged 1264
		SP:Iteration 6F (4751.820000 sec): 3 clusters
  Score: Raw -2348885.293130 + Penalty 3220.011778 = -2345665.281353
  nChanged 1140
		SP:Iteration 7F (4751.870000 sec): 3 clusters
  Score: Raw -2349656.598223 + Penalty 3220.011778 = -2346436.586446
  nChanged 1015
		SP:Iteration 8F (4751.920000 sec): 3 clusters
  Score: Raw -2350406.371996 + Penalty 3220.011778 = -2347186.360218
  nChanged 959
		SP:Iteration 9Q (4751.970000 sec): 3 clusters
  Score: Raw -2351197.111848 + Penalty 3220.011778 = -2347977.100070
  nChanged 751
		SP:Iteration 10Q (4752.030000 sec): 3 clusters
  Score: Raw -2351872.282837 + Penalty 3220.011778 = -2348652.271059
  nChanged 541
		SP:Iteration 11Q (4752.070000 sec): 3 clusters
  Score: Raw -2352399.934435 + Penalty 3220.011778 = -2349179.922658
  nChanged 355
		SP:Iteration 12Q (4752.120000 sec): 3 clusters
  Score: Raw -2352796.164647 + Penalty 3220.011778 = -2349576.152869
  nChanged 260
		SP:Iteration 13Q (4752.170000 sec): 3 clusters
  Score: Raw -2353156.326055 + Penalty 3220.011778 = -2349936.314277
  nChanged 191
		SP:Iteration 14Q (4752.210000 sec): 3 clusters
  Score: Raw -2353448.469501 + Penalty 3220.011778 = -2350228.457723
  nChanged 152
		SP:Iteration 15Q (4752.250000 sec): 3 clusters
  Score: Raw -2353694.739517 + Penalty 3220.011778 = -2350474.727739
  nChanged 99
		SP:Iteration 16Q (4752.290000 sec): 3 clusters
  Score: Raw -2353859.557772 + Penalty 3220.011778 = -2350639.545994
  nChanged 79
		SP:Iteration 17Q (4752.330000 sec): 3 clusters
  Score: Raw -2353937.899109 + Penalty 3220.011778 = -2350717.887331
  nChanged 48
		SP:Iteration 18Q (4752.360000 sec): 3 clusters
  Score: Raw -2353962.185549 + Penalty 3220.011778 = -2350742.173771
  nChanged 21
		SP:Iteration 19Q (4752.400000 sec): 3 clusters
  Score: Raw -2353969.772979 + Penalty 3220.011778 = -2350749.761202
  nChanged 11
		SP:Iteration 20F (4752.450000 sec): 3 clusters
  Score: Raw -2353975.889787 + Penalty 3220.011778 = -2350755.878009
  nChanged 4
		SP:Iteration 21Q (4752.490000 sec): 3 clusters
  Score: Raw -2353976.630635 + Penalty 3220.011778 = -2350756.618857
  nChanged 3
		SP:Iteration 22Q (4752.530000 sec): 3 clusters
  Score: Raw -2353977.195034 + Penalty 3220.011778 = -2350757.183256
  nChanged 2
		SP:Iteration 23Q (4752.560000 sec): 3 clusters
  Score: Raw -2353977.436146 + Penalty 3220.011778 = -2350757.424369
  nChanged 0
		SP:Iteration 24F (4752.610000 sec): 3 clusters
  Score: Raw -2353977.436146 + Penalty 3220.011778 = -2350757.424369
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (13946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4752.650000 sec): 2 clusters
  Score: Raw -1593393.629708 + Penalty 1550.729051 = -1591842.900657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4752.690000 sec): 3 clusters
  Score: Raw -1585270.807061 + Penalty 3101.458103 = -1582169.348958
  nChanged 6145
		SP:Iteration 1F (4752.730000 sec): 3 clusters
  Score: Raw -1588569.617209 + Penalty 3101.458103 = -1585468.159107
  nChanged 786
		SP:Iteration 2F (4752.760000 sec): 3 clusters
  Score: Raw -1588924.902369 + Penalty 3101.458103 = -1585823.444266
  nChanged 729
		SP:Iteration 3F (4752.800000 sec): 3 clusters
  Score: Raw -1589332.955315 + Penalty 3101.458103 = -1586231.497213
  nChanged 716
		SP:Iteration 4F (4752.830000 sec): 3 clusters
  Score: Raw -1589739.752337 + Penalty 3101.458103 = -1586638.294234
  nChanged 735
		SP:Iteration 5F (4752.870000 sec): 3 clusters
  Score: Raw -1590190.616599 + Penalty 3101.458103 = -1587089.158497
  nChanged 794
		SP:Iteration 6F (4752.910000 sec): 3 clusters
  Score: Raw -1590699.474360 + Penalty 3101.458103 = -1587598.016258
  nChanged 821
		SP:Iteration 7F (4752.940000 sec): 3 clusters
  Score: Raw -1591213.302600 + Penalty 3101.458103 = -1588111.844497
  nChanged 812
		SP:Iteration 8F (4752.980000 sec): 3 clusters
  Score: Raw -1591709.554230 + Penalty 3101.458103 = -1588608.096127
  nChanged 707
		SP:Iteration 9F (4753.010000 sec): 3 clusters
  Score: Raw -1592180.015743 + Penalty 3101.458103 = -1589078.557640
  nChanged 679
		SP:Iteration 10Q (4753.050000 sec): 3 clusters
  Score: Raw -1592660.289602 + Penalty 3101.458103 = -1589558.831500
  nChanged 539
		SP:Iteration 11Q (4753.080000 sec): 3 clusters
  Score: Raw -1593070.075614 + Penalty 3101.458103 = -1589968.617512
  nChanged 463
		SP:Iteration 12Q (4753.110000 sec): 3 clusters
  Score: Raw -1593393.459263 + Penalty 3101.458103 = -1590292.001161
  nChanged 401
		SP:Iteration 13Q (4753.150000 sec): 3 clusters
  Score: Raw -1593657.129796 + Penalty 3101.458103 = -1590555.671693
  nChanged 342
		SP:Iteration 14Q (4753.180000 sec): 3 clusters
  Score: Raw -1593858.132109 + Penalty 3101.458103 = -1590756.674007
  nChanged 284
		SP:Iteration 15Q (4753.220000 sec): 3 clusters
  Score: Raw -1593999.103034 + Penalty 3101.458103 = -1590897.644932
  nChanged 218
		SP:Iteration 16Q (4753.250000 sec): 3 clusters
  Score: Raw -1594097.898219 + Penalty 3101.458103 = -1590996.440116
  nChanged 174
		SP:Iteration 17Q (4753.280000 sec): 3 clusters
  Score: Raw -1594164.644830 + Penalty 3101.458103 = -1591063.186727
  nChanged 150
		SP:Iteration 18Q (4753.310000 sec): 3 clusters
  Score: Raw -1594210.246931 + Penalty 3101.458103 = -1591108.788829
  nChanged 110
		SP:Iteration 19Q (4753.350000 sec): 3 clusters
  Score: Raw -1594239.080478 + Penalty 3101.458103 = -1591137.622376
  nChanged 92
		SP:Iteration 20F (4753.380000 sec): 3 clusters
  Score: Raw -1594262.191623 + Penalty 3101.458103 = -1591160.733521
  nChanged 86
		SP:Iteration 21Q (4753.410000 sec): 3 clusters
  Score: Raw -1594283.490887 + Penalty 3101.458103 = -1591182.032784
  nChanged 92
		SP:Iteration 22Q (4753.450000 sec): 3 clusters
  Score: Raw -1594308.040646 + Penalty 3101.458103 = -1591206.582543
  nChanged 83
		SP:Iteration 23Q (4753.470000 sec): 3 clusters
  Score: Raw -1594327.283981 + Penalty 3101.458103 = -1591225.825879
  nChanged 67
		SP:Iteration 24Q (4753.510000 sec): 3 clusters
  Score: Raw -1594340.785716 + Penalty 3101.458103 = -1591239.327614
  nChanged 54
		SP:Iteration 25Q (4753.540000 sec): 3 clusters
  Score: Raw -1594351.776513 + Penalty 3101.458103 = -1591250.318411
  nChanged 41
		SP:Iteration 26Q (4753.570000 sec): 3 clusters
  Score: Raw -1594358.594837 + Penalty 3101.458103 = -1591257.136735
  nChanged 42
		SP:Iteration 27Q (4753.600000 sec): 3 clusters
  Score: Raw -1594369.073430 + Penalty 3101.458103 = -1591267.615328
  nChanged 52
		SP:Iteration 28Q (4753.630000 sec): 3 clusters
  Score: Raw -1594381.772926 + Penalty 3101.458103 = -1591280.314824
  nChanged 47
		SP:Iteration 29Q (4753.660000 sec): 3 clusters
  Score: Raw -1594390.628105 + Penalty 3101.458103 = -1591289.170002
  nChanged 42
		SP:Iteration 30Q (4753.690000 sec): 3 clusters
  Score: Raw -1594396.461680 + Penalty 3101.458103 = -1591295.003578
  nChanged 31
		SP:Iteration 31Q (4753.730000 sec): 3 clusters
  Score: Raw -1594401.762074 + Penalty 3101.458103 = -1591300.303972
  nChanged 29
		SP:Iteration 32Q (4753.750000 sec): 3 clusters
  Score: Raw -1594406.592409 + Penalty 3101.458103 = -1591305.134307
  nChanged 26
		SP:Iteration 33Q (4753.790000 sec): 3 clusters
  Score: Raw -1594411.175705 + Penalty 3101.458103 = -1591309.717603
  nChanged 27
		SP:Iteration 34Q (4753.810000 sec): 3 clusters
  Score: Raw -1594416.333561 + Penalty 3101.458103 = -1591314.875458
  nChanged 32
		SP:Iteration 35Q (4753.850000 sec): 3 clusters
  Score: Raw -1594421.363820 + Penalty 3101.458103 = -1591319.905718
  nChanged 27
		SP:Iteration 36Q (4753.880000 sec): 3 clusters
  Score: Raw -1594425.774166 + Penalty 3101.458103 = -1591324.316063
  nChanged 24
		SP:Iteration 37Q (4753.910000 sec): 3 clusters
  Score: Raw -1594430.114104 + Penalty 3101.458103 = -1591328.656002
  nChanged 29
		SP:Iteration 38Q (4753.940000 sec): 3 clusters
  Score: Raw -1594435.083517 + Penalty 3101.458103 = -1591333.625415
  nChanged 26
		SP:Iteration 39Q (4753.970000 sec): 3 clusters
  Score: Raw -1594440.000704 + Penalty 3101.458103 = -1591338.542601
  nChanged 27
		SP:Iteration 40F (4754.010000 sec): 3 clusters
  Score: Raw -1594443.380355 + Penalty 3101.458103 = -1591341.922252
  nChanged 22
		SP:Iteration 41Q (4754.040000 sec): 3 clusters
  Score: Raw -1594446.594525 + Penalty 3101.458103 = -1591345.136423
  nChanged 25
		SP:Iteration 42Q (4754.070000 sec): 3 clusters
  Score: Raw -1594451.358810 + Penalty 3101.458103 = -1591349.900707
  nChanged 28
		SP:Iteration 43Q (4754.100000 sec): 3 clusters
  Score: Raw -1594454.924974 + Penalty 3101.458103 = -1591353.466872
  nChanged 20
		SP:Iteration 44Q (4754.130000 sec): 3 clusters
  Score: Raw -1594457.987422 + Penalty 3101.458103 = -1591356.529320
  nChanged 23
		SP:Iteration 45Q (4754.160000 sec): 3 clusters
  Score: Raw -1594461.058756 + Penalty 3101.458103 = -1591359.600654
  nChanged 27
		SP:Iteration 46Q (4754.190000 sec): 3 clusters
  Score: Raw -1594465.398210 + Penalty 3101.458103 = -1591363.940108
  nChanged 20
		SP:Iteration 47Q (4754.220000 sec): 3 clusters
  Score: Raw -1594467.459962 + Penalty 3101.458103 = -1591366.001859
  nChanged 13
		SP:Iteration 48Q (4754.250000 sec): 3 clusters
  Score: Raw -1594468.336494 + Penalty 3101.458103 = -1591366.878392
  nChanged 5
		SP:Iteration 49Q (4754.280000 sec): 3 clusters
  Score: Raw -1594468.775902 + Penalty 3101.458103 = -1591367.317800
  nChanged 6
		SP:Iteration 50Q (4754.310000 sec): 3 clusters
  Score: Raw -1594469.316756 + Penalty 3101.458103 = -1591367.858653
  nChanged 5
		SP:Iteration 51Q (4754.350000 sec): 3 clusters
  Score: Raw -1594469.676259 + Penalty 3101.458103 = -1591368.218156
  nChanged 5
		SP:Iteration 52Q (4754.380000 sec): 3 clusters
  Score: Raw -1594470.181413 + Penalty 3101.458103 = -1591368.723310
  nChanged 7
		SP:Iteration 53Q (4754.410000 sec): 3 clusters
  Score: Raw -1594470.716721 + Penalty 3101.458103 = -1591369.258619
  nChanged 3
		SP:Iteration 54Q (4754.440000 sec): 3 clusters
  Score: Raw -1594470.985264 + Penalty 3101.458103 = -1591369.527162
  nChanged 1
		SP:Iteration 55Q (4754.470000 sec): 3 clusters
  Score: Raw -1594471.052761 + Penalty 3101.458103 = -1591369.594658
  nChanged 1
		SP:Iteration 56Q (4754.500000 sec): 3 clusters
  Score: Raw -1594471.081693 + Penalty 3101.458103 = -1591369.623590
  nChanged 0
		SP:Iteration 57F (4754.530000 sec): 3 clusters
  Score: Raw -1594471.081693 + Penalty 3101.458103 = -1591369.623590
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4754.550000 sec): 2 clusters
  Score: Raw -248767.830819 + Penalty 1245.684933 = -247522.145886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4754.550000 sec): 3 clusters
  Score: Raw -247848.649785 + Penalty 2491.369865 = -245357.279919
  nChanged 727
		SP:Iteration 1F (4754.560000 sec): 3 clusters
  Score: Raw -248239.914034 + Penalty 2491.369865 = -245748.544168
  nChanged 180
		SP:Iteration 2F (4754.570000 sec): 3 clusters
  Score: Raw -248367.082600 + Penalty 2491.369865 = -245875.712735
  nChanged 118
		SP:Iteration 3F (4754.570000 sec): 3 clusters
  Score: Raw -248462.551166 + Penalty 2491.369865 = -245971.181300
  nChanged 89
		SP:Iteration 4Q (4754.580000 sec): 3 clusters
  Score: Raw -248527.061441 + Penalty 2491.369865 = -246035.691575
  nChanged 62
		SP:Iteration 5Q (4754.580000 sec): 3 clusters
  Score: Raw -248563.309498 + Penalty 2491.369865 = -246071.939633
  nChanged 43
		SP:Iteration 6Q (4754.590000 sec): 3 clusters
  Score: Raw -248587.836243 + Penalty 2491.369865 = -246096.466377
  nChanged 41
		SP:Iteration 7Q (4754.590000 sec): 3 clusters
  Score: Raw -248609.933108 + Penalty 2491.369865 = -246118.563242
  nChanged 34
		SP:Iteration 8Q (4754.600000 sec): 3 clusters
  Score: Raw -248626.966444 + Penalty 2491.369865 = -246135.596578
  nChanged 31
		SP:Iteration 9Q (4754.600000 sec): 3 clusters
  Score: Raw -248643.515357 + Penalty 2491.369865 = -246152.145492
  nChanged 27
		SP:Iteration 10Q (4754.610000 sec): 3 clusters
  Score: Raw -248658.041544 + Penalty 2491.369865 = -246166.671679
  nChanged 28
		SP:Iteration 11Q (4754.610000 sec): 3 clusters
  Score: Raw -248673.132020 + Penalty 2491.369865 = -246181.762155
  nChanged 20
		SP:Iteration 12Q (4754.620000 sec): 3 clusters
  Score: Raw -248682.102096 + Penalty 2491.369865 = -246190.732231
  nChanged 14
		SP:Iteration 13Q (4754.630000 sec): 3 clusters
  Score: Raw -248692.956393 + Penalty 2491.369865 = -246201.586527
  nChanged 17
		SP:Iteration 14Q (4754.630000 sec): 3 clusters
  Score: Raw -248704.671477 + Penalty 2491.369865 = -246213.301612
  nChanged 23
		SP:Iteration 15Q (4754.630000 sec): 3 clusters
  Score: Raw -248720.568913 + Penalty 2491.369865 = -246229.199047
  nChanged 27
		SP:Iteration 16Q (4754.640000 sec): 3 clusters
  Score: Raw -248740.822258 + Penalty 2491.369865 = -246249.452392
  nChanged 27
		SP:Iteration 17Q (4754.650000 sec): 3 clusters
  Score: Raw -248755.177209 + Penalty 2491.369865 = -246263.807344
  nChanged 20
		SP:Iteration 18Q (4754.650000 sec): 3 clusters
  Score: Raw -248765.588860 + Penalty 2491.369865 = -246274.218994
  nChanged 17
		SP:Iteration 19Q (4754.650000 sec): 3 clusters
  Score: Raw -248774.399230 + Penalty 2491.369865 = -246283.029364
  nChanged 13
		SP:Iteration 20F (4754.660000 sec): 3 clusters
  Score: Raw -248781.208662 + Penalty 2491.369865 = -246289.838797
  nChanged 16
		SP:Iteration 21Q (4754.670000 sec): 3 clusters
  Score: Raw -248790.219251 + Penalty 2491.369865 = -246298.849386
  nChanged 11
		SP:Iteration 22Q (4754.670000 sec): 3 clusters
  Score: Raw -248795.304698 + Penalty 2491.369865 = -246303.934832
  nChanged 12
		SP:Iteration 23Q (4754.680000 sec): 3 clusters
  Score: Raw -248804.737384 + Penalty 2491.369865 = -246313.367519
  nChanged 11
		SP:Iteration 24Q (4754.680000 sec): 3 clusters
  Score: Raw -248811.437916 + Penalty 2491.369865 = -246320.068051
  nChanged 11
		SP:Iteration 25Q (4754.690000 sec): 3 clusters
  Score: Raw -248816.496875 + Penalty 2491.369865 = -246325.127010
  nChanged 9
		SP:Iteration 26Q (4754.690000 sec): 3 clusters
  Score: Raw -248821.285881 + Penalty 2491.369865 = -246329.916015
  nChanged 10
		SP:Iteration 27Q (4754.700000 sec): 3 clusters
  Score: Raw -248826.948958 + Penalty 2491.369865 = -246335.579093
  nChanged 5
		SP:Iteration 28Q (4754.700000 sec): 3 clusters
  Score: Raw -248830.188861 + Penalty 2491.369865 = -246338.818996
  nChanged 5
		SP:Iteration 29Q (4754.710000 sec): 3 clusters
  Score: Raw -248833.231913 + Penalty 2491.369865 = -246341.862047
  nChanged 7
		SP:Iteration 30Q (4754.710000 sec): 3 clusters
  Score: Raw -248837.176036 + Penalty 2491.369865 = -246345.806170
  nChanged 5
		SP:Iteration 31Q (4754.720000 sec): 3 clusters
  Score: Raw -248840.389071 + Penalty 2491.369865 = -246349.019206
  nChanged 5
		SP:Iteration 32Q (4754.720000 sec): 3 clusters
  Score: Raw -248843.704071 + Penalty 2491.369865 = -246352.334205
  nChanged 4
		SP:Iteration 33Q (4754.730000 sec): 3 clusters
  Score: Raw -248846.732925 + Penalty 2491.369865 = -246355.363060
  nChanged 4
		SP:Iteration 34Q (4754.730000 sec): 3 clusters
  Score: Raw -248849.087327 + Penalty 2491.369865 = -246357.717462
  nChanged 0
		SP:Iteration 35F (4754.740000 sec): 3 clusters
  Score: Raw -248849.087327 + Penalty 2491.369865 = -246357.717462
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (5470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4754.760000 sec): 2 clusters
  Score: Raw -632353.059870 + Penalty 1398.643008 = -630954.416862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4754.770000 sec): 3 clusters
  Score: Raw -629476.151439 + Penalty 2797.286016 = -626678.865423
  nChanged 2223
		SP:Iteration 1F (4754.790000 sec): 3 clusters
  Score: Raw -630683.250491 + Penalty 2797.286016 = -627885.964475
  nChanged 367
		SP:Iteration 2F (4754.800000 sec): 3 clusters
  Score: Raw -630862.991866 + Penalty 2797.286016 = -628065.705850
  nChanged 263
		SP:Iteration 3Q (4754.810000 sec): 3 clusters
  Score: Raw -630974.409291 + Penalty 2797.286016 = -628177.123275
  nChanged 178
		SP:Iteration 4Q (4754.830000 sec): 3 clusters
  Score: Raw -631037.849446 + Penalty 2797.286016 = -628240.563430
  nChanged 137
		SP:Iteration 5Q (4754.840000 sec): 3 clusters
  Score: Raw -631086.651615 + Penalty 2797.286016 = -628289.365599
  nChanged 122
		SP:Iteration 6Q (4754.850000 sec): 3 clusters
  Score: Raw -631133.648519 + Penalty 2797.286016 = -628336.362503
  nChanged 119
		SP:Iteration 7Q (4754.870000 sec): 3 clusters
  Score: Raw -631170.926673 + Penalty 2797.286016 = -628373.640657
  nChanged 90
		SP:Iteration 8Q (4754.880000 sec): 3 clusters
  Score: Raw -631205.214993 + Penalty 2797.286016 = -628407.928977
  nChanged 95
		SP:Iteration 9Q (4754.890000 sec): 3 clusters
  Score: Raw -631238.825417 + Penalty 2797.286016 = -628441.539401
  nChanged 93
		SP:Iteration 10Q (4754.910000 sec): 3 clusters
  Score: Raw -631271.164807 + Penalty 2797.286016 = -628473.878791
  nChanged 85
		SP:Iteration 11Q (4754.920000 sec): 3 clusters
  Score: Raw -631300.551901 + Penalty 2797.286016 = -628503.265885
  nChanged 74
		SP:Iteration 12Q (4754.940000 sec): 3 clusters
  Score: Raw -631323.152610 + Penalty 2797.286016 = -628525.866594
  nChanged 63
		SP:Iteration 13Q (4754.950000 sec): 3 clusters
  Score: Raw -631339.780375 + Penalty 2797.286016 = -628542.494359
  nChanged 67
		SP:Iteration 14Q (4754.960000 sec): 3 clusters
  Score: Raw -631356.429763 + Penalty 2797.286016 = -628559.143747
  nChanged 51
		SP:Iteration 15Q (4754.980000 sec): 3 clusters
  Score: Raw -631368.846333 + Penalty 2797.286016 = -628571.560317
  nChanged 40
		SP:Iteration 16Q (4754.990000 sec): 3 clusters
  Score: Raw -631378.612791 + Penalty 2797.286016 = -628581.326775
  nChanged 33
		SP:Iteration 17Q (4755.010000 sec): 3 clusters
  Score: Raw -631385.430073 + Penalty 2797.286016 = -628588.144057
  nChanged 28
		SP:Iteration 18Q (4755.020000 sec): 3 clusters
  Score: Raw -631390.353468 + Penalty 2797.286016 = -628593.067452
  nChanged 16
		SP:Iteration 19Q (4755.030000 sec): 3 clusters
  Score: Raw -631392.636938 + Penalty 2797.286016 = -628595.350922
  nChanged 16
		SP:Iteration 20F (4755.050000 sec): 3 clusters
  Score: Raw -631395.092993 + Penalty 2797.286016 = -628597.806977
  nChanged 11
		SP:Iteration 21Q (4755.060000 sec): 3 clusters
  Score: Raw -631397.259282 + Penalty 2797.286016 = -628599.973266
  nChanged 11
		SP:Iteration 22Q (4755.070000 sec): 3 clusters
  Score: Raw -631399.049106 + Penalty 2797.286016 = -628601.763090
  nChanged 12
		SP:Iteration 23Q (4755.090000 sec): 3 clusters
  Score: Raw -631401.300168 + Penalty 2797.286016 = -628604.014152
  nChanged 11
		SP:Iteration 24Q (4755.100000 sec): 3 clusters
  Score: Raw -631402.558538 + Penalty 2797.286016 = -628605.272522
  nChanged 6
		SP:Iteration 25Q (4755.110000 sec): 3 clusters
  Score: Raw -631403.650878 + Penalty 2797.286016 = -628606.364862
  nChanged 9
		SP:Iteration 26Q (4755.130000 sec): 3 clusters
  Score: Raw -631405.565701 + Penalty 2797.286016 = -628608.279685
  nChanged 14
		SP:Iteration 27Q (4755.140000 sec): 3 clusters
  Score: Raw -631408.341878 + Penalty 2797.286016 = -628611.055862
  nChanged 21
		SP:Iteration 28Q (4755.150000 sec): 3 clusters
  Score: Raw -631413.193551 + Penalty 2797.286016 = -628615.907535
  nChanged 21
		SP:Iteration 29Q (4755.170000 sec): 3 clusters
  Score: Raw -631418.095829 + Penalty 2797.286016 = -628620.809813
  nChanged 20
		SP:Iteration 30Q (4755.180000 sec): 3 clusters
  Score: Raw -631424.256682 + Penalty 2797.286016 = -628626.970666
  nChanged 27
		SP:Iteration 31Q (4755.200000 sec): 3 clusters
  Score: Raw -631430.905502 + Penalty 2797.286016 = -628633.619486
  nChanged 29
		SP:Iteration 32Q (4755.210000 sec): 3 clusters
  Score: Raw -631437.690546 + Penalty 2797.286016 = -628640.404530
  nChanged 21
		SP:Iteration 33Q (4755.220000 sec): 3 clusters
  Score: Raw -631441.298795 + Penalty 2797.286016 = -628644.012779
  nChanged 15
		SP:Iteration 34Q (4755.240000 sec): 3 clusters
  Score: Raw -631444.562370 + Penalty 2797.286016 = -628647.276354
  nChanged 19
		SP:Iteration 35Q (4755.250000 sec): 3 clusters
  Score: Raw -631449.701456 + Penalty 2797.286016 = -628652.415440
  nChanged 18
		SP:Iteration 36Q (4755.270000 sec): 3 clusters
  Score: Raw -631454.438484 + Penalty 2797.286016 = -628657.152468
  nChanged 25
		SP:Iteration 37Q (4755.280000 sec): 3 clusters
  Score: Raw -631461.187697 + Penalty 2797.286016 = -628663.901681
  nChanged 32
		SP:Iteration 38Q (4755.290000 sec): 3 clusters
  Score: Raw -631469.274735 + Penalty 2797.286016 = -628671.988719
  nChanged 31
		SP:Iteration 39Q (4755.310000 sec): 3 clusters
  Score: Raw -631479.401400 + Penalty 2797.286016 = -628682.115384
  nChanged 23
		SP:Iteration 40F (4755.320000 sec): 3 clusters
  Score: Raw -631484.104798 + Penalty 2797.286016 = -628686.818782
  nChanged 20
		SP:Iteration 41Q (4755.330000 sec): 3 clusters
  Score: Raw -631488.151438 + Penalty 2797.286016 = -628690.865422
  nChanged 21
		SP:Iteration 42Q (4755.350000 sec): 3 clusters
  Score: Raw -631494.451102 + Penalty 2797.286016 = -628697.165086
  nChanged 33
		SP:Iteration 43Q (4755.360000 sec): 3 clusters
  Score: Raw -631502.387271 + Penalty 2797.286016 = -628705.101255
  nChanged 35
		SP:Iteration 44Q (4755.370000 sec): 3 clusters
  Score: Raw -631509.260118 + Penalty 2797.286016 = -628711.974102
  nChanged 31
		SP:Iteration 45Q (4755.390000 sec): 3 clusters
  Score: Raw -631517.775836 + Penalty 2797.286016 = -628720.489820
  nChanged 26
		SP:Iteration 46Q (4755.400000 sec): 3 clusters
  Score: Raw -631524.853288 + Penalty 2797.286016 = -628727.567272
  nChanged 28
		SP:Iteration 47Q (4755.410000 sec): 3 clusters
  Score: Raw -631532.087235 + Penalty 2797.286016 = -628734.801219
  nChanged 31
		SP:Iteration 48Q (4755.430000 sec): 3 clusters
  Score: Raw -631539.701662 + Penalty 2797.286016 = -628742.415646
  nChanged 28
		SP:Iteration 49Q (4755.440000 sec): 3 clusters
  Score: Raw -631545.641051 + Penalty 2797.286016 = -628748.355035
  nChanged 29
		SP:Iteration 50Q (4755.450000 sec): 3 clusters
  Score: Raw -631551.798900 + Penalty 2797.286016 = -628754.512884
  nChanged 25
		SP:Iteration 51Q (4755.470000 sec): 3 clusters
  Score: Raw -631557.360595 + Penalty 2797.286016 = -628760.074579
  nChanged 24
		SP:Iteration 52Q (4755.480000 sec): 3 clusters
  Score: Raw -631563.327642 + Penalty 2797.286016 = -628766.041626
  nChanged 26
		SP:Iteration 53Q (4755.500000 sec): 3 clusters
  Score: Raw -631570.371099 + Penalty 2797.286016 = -628773.085083
  nChanged 34
		SP:Iteration 54Q (4755.510000 sec): 3 clusters
  Score: Raw -631584.307643 + Penalty 2797.286016 = -628787.021627
  nChanged 44
		SP:Iteration 55Q (4755.520000 sec): 3 clusters
  Score: Raw -631602.855324 + Penalty 2797.286016 = -628805.569307
  nChanged 55
		SP:Iteration 56Q (4755.540000 sec): 3 clusters
  Score: Raw -631619.298478 + Penalty 2797.286016 = -628822.012462
  nChanged 51
		SP:Iteration 57Q (4755.550000 sec): 3 clusters
  Score: Raw -631639.805566 + Penalty 2797.286016 = -628842.519550
  nChanged 51
		SP:Iteration 58Q (4755.570000 sec): 3 clusters
  Score: Raw -631656.148152 + Penalty 2797.286016 = -628858.862136
  nChanged 45
		SP:Iteration 59Q (4755.580000 sec): 3 clusters
  Score: Raw -631669.927802 + Penalty 2797.286016 = -628872.641786
  nChanged 50
		SP:Iteration 60F (4755.590000 sec): 3 clusters
  Score: Raw -631683.457813 + Penalty 2797.286016 = -628886.171797
  nChanged 48
		SP:Iteration 61Q (4755.610000 sec): 3 clusters
  Score: Raw -631696.414182 + Penalty 2797.286016 = -628899.128166
  nChanged 44
		SP:Iteration 62Q (4755.620000 sec): 3 clusters
  Score: Raw -631709.678003 + Penalty 2797.286016 = -628912.391987
  nChanged 46
		SP:Iteration 63Q (4755.630000 sec): 3 clusters
  Score: Raw -631722.605897 + Penalty 2797.286016 = -628925.319881
  nChanged 45
		SP:Iteration 64Q (4755.650000 sec): 3 clusters
  Score: Raw -631736.209965 + Penalty 2797.286016 = -628938.923949
  nChanged 49
		SP:Iteration 65Q (4755.660000 sec): 3 clusters
  Score: Raw -631751.946702 + Penalty 2797.286016 = -628954.660686
  nChanged 64
		SP:Iteration 66Q (4755.670000 sec): 3 clusters
  Score: Raw -631772.920203 + Penalty 2797.286016 = -628975.634187
  nChanged 66
		SP:Iteration 67Q (4755.690000 sec): 3 clusters
  Score: Raw -631793.256893 + Penalty 2797.286016 = -628995.970877
  nChanged 76
		SP:Iteration 68Q (4755.700000 sec): 3 clusters
  Score: Raw -631819.047657 + Penalty 2797.286016 = -629021.761641
  nChanged 72
		SP:Iteration 69Q (4755.710000 sec): 3 clusters
  Score: Raw -631844.525759 + Penalty 2797.286016 = -629047.239743
  nChanged 74
		SP:Iteration 70Q (4755.730000 sec): 3 clusters
  Score: Raw -631868.829194 + Penalty 2797.286016 = -629071.543178
  nChanged 71
		SP:Iteration 71Q (4755.740000 sec): 3 clusters
  Score: Raw -631896.597000 + Penalty 2797.286016 = -629099.310984
  nChanged 87
		SP:Iteration 72Q (4755.750000 sec): 3 clusters
  Score: Raw -631929.291379 + Penalty 2797.286016 = -629132.005363
  nChanged 98
		SP:Iteration 73Q (4755.770000 sec): 3 clusters
  Score: Raw -631970.247507 + Penalty 2797.286016 = -629172.961491
  nChanged 98
		SP:Iteration 74Q (4755.780000 sec): 3 clusters
  Score: Raw -632013.779071 + Penalty 2797.286016 = -629216.493055
  nChanged 109
		SP:Iteration 75Q (4755.790000 sec): 3 clusters
  Score: Raw -632073.487611 + Penalty 2797.286016 = -629276.201595
  nChanged 115
		SP:Iteration 76Q (4755.810000 sec): 3 clusters
  Score: Raw -632137.063489 + Penalty 2797.286016 = -629339.777473
  nChanged 111
		SP:Iteration 77Q (4755.820000 sec): 3 clusters
  Score: Raw -632205.947948 + Penalty 2797.286016 = -629408.661932
  nChanged 110
		SP:Iteration 78Q (4755.830000 sec): 3 clusters
  Score: Raw -632279.980133 + Penalty 2797.286016 = -629482.694117
  nChanged 87
		SP:Iteration 79Q (4755.850000 sec): 3 clusters
  Score: Raw -632336.841983 + Penalty 2797.286016 = -629539.555967
  nChanged 58
		SP:Iteration 80F (4755.860000 sec): 3 clusters
  Score: Raw -632373.988425 + Penalty 2797.286016 = -629576.702409
  nChanged 48
		SP:Iteration 81Q (4755.870000 sec): 3 clusters
  Score: Raw -632404.970175 + Penalty 2797.286016 = -629607.684159
  nChanged 38
		SP:Iteration 82Q (4755.890000 sec): 3 clusters
  Score: Raw -632430.310530 + Penalty 2797.286016 = -629633.024514
  nChanged 27
		SP:Iteration 83Q (4755.900000 sec): 3 clusters
  Score: Raw -632449.337557 + Penalty 2797.286016 = -629652.051541
  nChanged 25
		SP:Iteration 84Q (4755.910000 sec): 3 clusters
  Score: Raw -632469.114356 + Penalty 2797.286016 = -629671.828340
  nChanged 18
		SP:Iteration 85Q (4755.920000 sec): 3 clusters
  Score: Raw -632481.380906 + Penalty 2797.286016 = -629684.094890
  nChanged 15
		SP:Iteration 86Q (4755.930000 sec): 3 clusters
  Score: Raw -632487.197549 + Penalty 2797.286016 = -629689.911533
  nChanged 10
		SP:Iteration 87Q (4755.950000 sec): 3 clusters
  Score: Raw -632493.916195 + Penalty 2797.286016 = -629696.630179
  nChanged 7
		SP:Iteration 88Q (4755.960000 sec): 3 clusters
  Score: Raw -632497.390574 + Penalty 2797.286016 = -629700.104558
  nChanged 3
		SP:Iteration 89Q (4755.970000 sec): 3 clusters
  Score: Raw -632498.996373 + Penalty 2797.286016 = -629701.710357
  nChanged 2
		SP:Iteration 90Q (4755.980000 sec): 3 clusters
  Score: Raw -632499.640193 + Penalty 2797.286016 = -629702.354177
  nChanged 2
		SP:Iteration 91Q (4755.990000 sec): 3 clusters
  Score: Raw -632501.175786 + Penalty 2797.286016 = -629703.889770
  nChanged 4
		SP:Iteration 92Q (4756.010000 sec): 3 clusters
  Score: Raw -632503.227536 + Penalty 2797.286016 = -629705.941520
  nChanged 3
		SP:Iteration 93Q (4756.020000 sec): 3 clusters
  Score: Raw -632505.967745 + Penalty 2797.286016 = -629708.681729
  nChanged 2
		SP:Iteration 94Q (4756.030000 sec): 3 clusters
  Score: Raw -632507.224595 + Penalty 2797.286016 = -629709.938579
  nChanged 1
		SP:Iteration 95Q (4756.040000 sec): 3 clusters
  Score: Raw -632507.533573 + Penalty 2797.286016 = -629710.247557
  nChanged 2
		SP:Iteration 96Q (4756.050000 sec): 3 clusters
  Score: Raw -632508.626758 + Penalty 2797.286016 = -629711.340742
  nChanged 1
		SP:Iteration 97Q (4756.070000 sec): 3 clusters
  Score: Raw -632509.211364 + Penalty 2797.286016 = -629711.925348
  nChanged 2
		SP:Iteration 98Q (4756.080000 sec): 3 clusters
  Score: Raw -632510.065831 + Penalty 2797.286016 = -629712.779815
  nChanged 3
		SP:Iteration 99Q (4756.090000 sec): 3 clusters
  Score: Raw -632512.154260 + Penalty 2797.286016 = -629714.868244
  nChanged 4
		SP:Iteration 100F (4756.110000 sec): 3 clusters
  Score: Raw -632514.348301 + Penalty 2797.286016 = -629717.062285
  nChanged 2
		SP:Iteration 101Q (4756.120000 sec): 3 clusters
  Score: Raw -632515.247006 + Penalty 2797.286016 = -629717.960990
  nChanged 3
		SP:Iteration 102Q (4756.130000 sec): 3 clusters
  Score: Raw -632517.391913 + Penalty 2797.286016 = -629720.105897
  nChanged 2
		SP:Iteration 103Q (4756.140000 sec): 3 clusters
  Score: Raw -632518.242168 + Penalty 2797.286016 = -629720.956152
  nChanged 2
		SP:Iteration 104Q (4756.150000 sec): 3 clusters
  Score: Raw -632518.866122 + Penalty 2797.286016 = -629721.580106
  nChanged 0
		SP:Iteration 105F (4756.170000 sec): 3 clusters
  Score: Raw -632518.866122 + Penalty 2797.286016 = -629721.580106
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 15 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4756.180000 sec): 2 clusters
  Score: Raw -170572.220654 + Penalty 1189.370400 = -169382.850254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4756.180000 sec): 3 clusters
  Score: Raw -169966.693877 + Penalty 2378.740799 = -167587.953077
  nChanged 530
		SP:Iteration 1F (4756.190000 sec): 3 clusters
  Score: Raw -170351.787125 + Penalty 2378.740799 = -167973.046326
  nChanged 110
		SP:Iteration 2F (4756.190000 sec): 3 clusters
  Score: Raw -170444.286964 + Penalty 2378.740799 = -168065.546165
  nChanged 59
		SP:Iteration 3Q (4756.190000 sec): 3 clusters
  Score: Raw -170488.799234 + Penalty 2378.740799 = -168110.058435
  nChanged 45
		SP:Iteration 4Q (4756.190000 sec): 3 clusters
  Score: Raw -170516.264058 + Penalty 2378.740799 = -168137.523259
  nChanged 24
		SP:Iteration 5Q (4756.200000 sec): 3 clusters
  Score: Raw -170535.654258 + Penalty 2378.740799 = -168156.913459
  nChanged 15
		SP:Iteration 6Q (4756.200000 sec): 3 clusters
  Score: Raw -170540.589051 + Penalty 2378.740799 = -168161.848252
  nChanged 11
		SP:Iteration 7Q (4756.210000 sec): 3 clusters
  Score: Raw -170547.469335 + Penalty 2378.740799 = -168168.728536
  nChanged 7
		SP:Iteration 8Q (4756.210000 sec): 3 clusters
  Score: Raw -170550.565214 + Penalty 2378.740799 = -168171.824415
  nChanged 6
		SP:Iteration 9Q (4756.210000 sec): 3 clusters
  Score: Raw -170554.780994 + Penalty 2378.740799 = -168176.040195
  nChanged 4
		SP:Iteration 10Q (4756.220000 sec): 3 clusters
  Score: Raw -170556.418130 + Penalty 2378.740799 = -168177.677331
  nChanged 7
		SP:Iteration 11Q (4756.220000 sec): 3 clusters
  Score: Raw -170558.741532 + Penalty 2378.740799 = -168180.000732
  nChanged 5
		SP:Iteration 12Q (4756.230000 sec): 3 clusters
  Score: Raw -170560.726333 + Penalty 2378.740799 = -168181.985534
  nChanged 2
		SP:Iteration 13Q (4756.230000 sec): 3 clusters
  Score: Raw -170561.968066 + Penalty 2378.740799 = -168183.227267
  nChanged 4
		SP:Iteration 14Q (4756.230000 sec): 3 clusters
  Score: Raw -170563.741207 + Penalty 2378.740799 = -168185.000408
  nChanged 2
		SP:Iteration 15Q (4756.240000 sec): 3 clusters
  Score: Raw -170564.540914 + Penalty 2378.740799 = -168185.800115
  nChanged 4
		SP:Iteration 16Q (4756.240000 sec): 3 clusters
  Score: Raw -170566.000560 + Penalty 2378.740799 = -168187.259761
  nChanged 6
		SP:Iteration 17Q (4756.240000 sec): 3 clusters
  Score: Raw -170568.291438 + Penalty 2378.740799 = -168189.550639
  nChanged 3
		SP:Iteration 18Q (4756.250000 sec): 3 clusters
  Score: Raw -170571.370078 + Penalty 2378.740799 = -168192.629278
  nChanged 9
		SP:Iteration 19Q (4756.250000 sec): 3 clusters
  Score: Raw -170577.781648 + Penalty 2378.740799 = -168199.040849
  nChanged 9
		SP:Iteration 20F (4756.250000 sec): 3 clusters
  Score: Raw -170583.883373 + Penalty 2378.740799 = -168205.142574
  nChanged 11
		SP:Iteration 21Q (4756.260000 sec): 3 clusters
  Score: Raw -170594.897611 + Penalty 2378.740799 = -168216.156812
  nChanged 10
		SP:Iteration 22Q (4756.260000 sec): 3 clusters
  Score: Raw -170602.535731 + Penalty 2378.740799 = -168223.794932
  nChanged 10
		SP:Iteration 23Q (4756.270000 sec): 3 clusters
  Score: Raw -170611.191106 + Penalty 2378.740799 = -168232.450307
  nChanged 13
		SP:Iteration 24Q (4756.270000 sec): 3 clusters
  Score: Raw -170620.256386 + Penalty 2378.740799 = -168241.515587
  nChanged 8
		SP:Iteration 25Q (4756.270000 sec): 3 clusters
  Score: Raw -170624.390224 + Penalty 2378.740799 = -168245.649425
  nChanged 4
		SP:Iteration 26Q (4756.280000 sec): 3 clusters
  Score: Raw -170627.442117 + Penalty 2378.740799 = -168248.701317
  nChanged 5
		SP:Iteration 27Q (4756.280000 sec): 3 clusters
  Score: Raw -170631.133927 + Penalty 2378.740799 = -168252.393128
  nChanged 6
		SP:Iteration 28Q (4756.290000 sec): 3 clusters
  Score: Raw -170635.247051 + Penalty 2378.740799 = -168256.506252
  nChanged 7
		SP:Iteration 29Q (4756.290000 sec): 3 clusters
  Score: Raw -170639.277209 + Penalty 2378.740799 = -168260.536409
  nChanged 5
		SP:Iteration 30Q (4756.290000 sec): 3 clusters
  Score: Raw -170640.623926 + Penalty 2378.740799 = -168261.883127
  nChanged 3
		SP:Iteration 31Q (4756.290000 sec): 3 clusters
  Score: Raw -170641.779549 + Penalty 2378.740799 = -168263.038749
  nChanged 0
		SP:Iteration 32F (4756.300000 sec): 3 clusters
  Score: Raw -170641.779549 + Penalty 2378.740799 = -168263.038749
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4756.320000 sec): 2 clusters
  Score: Raw -603604.466274 + Penalty 1394.977665 = -602209.488609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4756.330000 sec): 3 clusters
  Score: Raw -600804.907261 + Penalty 2789.955330 = -598014.951931
  nChanged 2157
		SP:Iteration 1F (4756.350000 sec): 3 clusters
  Score: Raw -602142.597541 + Penalty 2789.955330 = -599352.642211
  nChanged 401
		SP:Iteration 2F (4756.360000 sec): 3 clusters
  Score: Raw -602412.350399 + Penalty 2789.955330 = -599622.395069
  nChanged 313
		SP:Iteration 3F (4756.370000 sec): 3 clusters
  Score: Raw -602619.501985 + Penalty 2789.955330 = -599829.546655
  nChanged 267
		SP:Iteration 4Q (4756.390000 sec): 3 clusters
  Score: Raw -602769.567529 + Penalty 2789.955330 = -599979.612199
  nChanged 199
		SP:Iteration 5Q (4756.400000 sec): 3 clusters
  Score: Raw -602859.791270 + Penalty 2789.955330 = -600069.835940
  nChanged 144
		SP:Iteration 6Q (4756.410000 sec): 3 clusters
  Score: Raw -602913.325083 + Penalty 2789.955330 = -600123.369753
  nChanged 110
		SP:Iteration 7Q (4756.430000 sec): 3 clusters
  Score: Raw -602959.206343 + Penalty 2789.955330 = -600169.251013
  nChanged 102
		SP:Iteration 8Q (4756.440000 sec): 3 clusters
  Score: Raw -603002.902104 + Penalty 2789.955330 = -600212.946774
  nChanged 107
		SP:Iteration 9Q (4756.450000 sec): 3 clusters
  Score: Raw -603059.265011 + Penalty 2789.955330 = -600269.309681
  nChanged 122
		SP:Iteration 10Q (4756.470000 sec): 3 clusters
  Score: Raw -603119.630928 + Penalty 2789.955330 = -600329.675598
  nChanged 113
		SP:Iteration 11Q (4756.480000 sec): 3 clusters
  Score: Raw -603172.084210 + Penalty 2789.955330 = -600382.128880
  nChanged 116
		SP:Iteration 12Q (4756.490000 sec): 3 clusters
  Score: Raw -603222.182878 + Penalty 2789.955330 = -600432.227548
  nChanged 101
		SP:Iteration 13Q (4756.510000 sec): 3 clusters
  Score: Raw -603281.545487 + Penalty 2789.955330 = -600491.590157
  nChanged 112
		SP:Iteration 14Q (4756.520000 sec): 3 clusters
  Score: Raw -603362.337905 + Penalty 2789.955330 = -600572.382575
  nChanged 107
		SP:Iteration 15Q (4756.530000 sec): 3 clusters
  Score: Raw -603457.211475 + Penalty 2789.955330 = -600667.256146
  nChanged 123
		SP:Iteration 16Q (4756.540000 sec): 3 clusters
  Score: Raw -603640.801756 + Penalty 2789.955330 = -600850.846426
  nChanged 144
		SP:Iteration 17Q (4756.550000 sec): 3 clusters
  Score: Raw -603852.745457 + Penalty 2789.955330 = -601062.790127
  nChanged 139
		SP:Iteration 18Q (4756.570000 sec): 3 clusters
  Score: Raw -603974.787499 + Penalty 2789.955330 = -601184.832169
  nChanged 117
		SP:Iteration 19Q (4756.580000 sec): 3 clusters
  Score: Raw -604045.480925 + Penalty 2789.955330 = -601255.525595
  nChanged 98
		SP:Iteration 20F (4756.590000 sec): 3 clusters
  Score: Raw -604094.390730 + Penalty 2789.955330 = -601304.435401
  nChanged 86
		SP:Iteration 21Q (4756.610000 sec): 3 clusters
  Score: Raw -604132.876891 + Penalty 2789.955330 = -601342.921561
  nChanged 78
		SP:Iteration 22Q (4756.610000 sec): 3 clusters
  Score: Raw -604168.605366 + Penalty 2789.955330 = -601378.650036
  nChanged 60
		SP:Iteration 23Q (4756.630000 sec): 3 clusters
  Score: Raw -604197.531662 + Penalty 2789.955330 = -601407.576332
  nChanged 70
		SP:Iteration 24Q (4756.640000 sec): 3 clusters
  Score: Raw -604226.116197 + Penalty 2789.955330 = -601436.160867
  nChanged 54
		SP:Iteration 25Q (4756.650000 sec): 3 clusters
  Score: Raw -604249.625802 + Penalty 2789.955330 = -601459.670472
  nChanged 60
		SP:Iteration 26Q (4756.660000 sec): 3 clusters
  Score: Raw -604272.031410 + Penalty 2789.955330 = -601482.076080
  nChanged 52
		SP:Iteration 27Q (4756.670000 sec): 3 clusters
  Score: Raw -604294.165755 + Penalty 2789.955330 = -601504.210425
  nChanged 52
		SP:Iteration 28Q (4756.690000 sec): 3 clusters
  Score: Raw -604314.623082 + Penalty 2789.955330 = -601524.667752
  nChanged 41
		SP:Iteration 29Q (4756.700000 sec): 3 clusters
  Score: Raw -604331.003413 + Penalty 2789.955330 = -601541.048083
  nChanged 44
		SP:Iteration 30Q (4756.710000 sec): 3 clusters
  Score: Raw -604345.609135 + Penalty 2789.955330 = -601555.653805
  nChanged 38
		SP:Iteration 31Q (4756.720000 sec): 3 clusters
  Score: Raw -604358.361798 + Penalty 2789.955330 = -601568.406468
  nChanged 36
		SP:Iteration 32Q (4756.730000 sec): 3 clusters
  Score: Raw -604373.470007 + Penalty 2789.955330 = -601583.514677
  nChanged 38
		SP:Iteration 33Q (4756.750000 sec): 3 clusters
  Score: Raw -604387.786140 + Penalty 2789.955330 = -601597.830810
  nChanged 34
		SP:Iteration 34Q (4756.760000 sec): 3 clusters
  Score: Raw -604400.140712 + Penalty 2789.955330 = -601610.185382
  nChanged 42
		SP:Iteration 35Q (4756.770000 sec): 3 clusters
  Score: Raw -604416.640005 + Penalty 2789.955330 = -601626.684675
  nChanged 33
		SP:Iteration 36Q (4756.780000 sec): 3 clusters
  Score: Raw -604428.778709 + Penalty 2789.955330 = -601638.823379
  nChanged 28
		SP:Iteration 37Q (4756.790000 sec): 3 clusters
  Score: Raw -604440.584127 + Penalty 2789.955330 = -601650.628798
  nChanged 48
		SP:Iteration 38Q (4756.800000 sec): 3 clusters
  Score: Raw -604462.496041 + Penalty 2789.955330 = -601672.540711
  nChanged 44
		SP:Iteration 39Q (4756.810000 sec): 3 clusters
  Score: Raw -604482.043288 + Penalty 2789.955330 = -601692.087958
  nChanged 42
		SP:Iteration 40F (4756.830000 sec): 3 clusters
  Score: Raw -604501.257064 + Penalty 2789.955330 = -601711.301734
  nChanged 48
		SP:Iteration 41Q (4756.840000 sec): 3 clusters
  Score: Raw -604524.731017 + Penalty 2789.955330 = -601734.775687
  nChanged 53
		SP:Iteration 42Q (4756.850000 sec): 3 clusters
  Score: Raw -604556.460695 + Penalty 2789.955330 = -601766.505365
  nChanged 62
		SP:Iteration 43Q (4756.860000 sec): 3 clusters
  Score: Raw -604590.736579 + Penalty 2789.955330 = -601800.781249
  nChanged 69
		SP:Iteration 44Q (4756.870000 sec): 3 clusters
  Score: Raw -604632.257703 + Penalty 2789.955330 = -601842.302373
  nChanged 64
		SP:Iteration 45Q (4756.890000 sec): 3 clusters
  Score: Raw -604688.481820 + Penalty 2789.955330 = -601898.526490
  nChanged 78
		SP:Iteration 46Q (4756.900000 sec): 3 clusters
  Score: Raw -604755.221233 + Penalty 2789.955330 = -601965.265903
  nChanged 75
		SP:Iteration 47Q (4756.910000 sec): 3 clusters
  Score: Raw -604812.358239 + Penalty 2789.955330 = -602022.402909
  nChanged 54
		SP:Iteration 48Q (4756.920000 sec): 3 clusters
  Score: Raw -604846.146932 + Penalty 2789.955330 = -602056.191602
  nChanged 47
		SP:Iteration 49Q (4756.930000 sec): 3 clusters
  Score: Raw -604869.758270 + Penalty 2789.955330 = -602079.802940
  nChanged 46
		SP:Iteration 50Q (4756.950000 sec): 3 clusters
  Score: Raw -604894.442154 + Penalty 2789.955330 = -602104.486825
  nChanged 46
		SP:Iteration 51Q (4756.960000 sec): 3 clusters
  Score: Raw -604917.304628 + Penalty 2789.955330 = -602127.349298
  nChanged 34
		SP:Iteration 52Q (4756.970000 sec): 3 clusters
  Score: Raw -604930.674386 + Penalty 2789.955330 = -602140.719056
  nChanged 27
		SP:Iteration 53Q (4756.980000 sec): 3 clusters
  Score: Raw -604941.736669 + Penalty 2789.955330 = -602151.781339
  nChanged 18
		SP:Iteration 54Q (4756.990000 sec): 3 clusters
  Score: Raw -604946.592105 + Penalty 2789.955330 = -602156.636775
  nChanged 14
		SP:Iteration 55Q (4757.000000 sec): 3 clusters
  Score: Raw -604950.416742 + Penalty 2789.955330 = -602160.461412
  nChanged 7
		SP:Iteration 56Q (4757.010000 sec): 3 clusters
  Score: Raw -604952.601383 + Penalty 2789.955330 = -602162.646053
  nChanged 10
		SP:Iteration 57Q (4757.020000 sec): 3 clusters
  Score: Raw -604954.727453 + Penalty 2789.955330 = -602164.772123
  nChanged 3
		SP:Iteration 58Q (4757.030000 sec): 3 clusters
  Score: Raw -604955.470335 + Penalty 2789.955330 = -602165.515005
  nChanged 4
		SP:Iteration 59Q (4757.050000 sec): 3 clusters
  Score: Raw -604956.194406 + Penalty 2789.955330 = -602166.239076
  nChanged 1
		SP:Iteration 60F (4757.060000 sec): 3 clusters
  Score: Raw -604957.098165 + Penalty 2789.955330 = -602167.142835
  nChanged 6
		SP:Iteration 61Q (4757.070000 sec): 3 clusters
  Score: Raw -604958.981434 + Penalty 2789.955330 = -602169.026104
  nChanged 3
		SP:Iteration 62Q (4757.080000 sec): 3 clusters
  Score: Raw -604959.472348 + Penalty 2789.955330 = -602169.517018
  nChanged 3
		SP:Iteration 63Q (4757.090000 sec): 3 clusters
  Score: Raw -604960.645438 + Penalty 2789.955330 = -602170.690108
  nChanged 2
		SP:Iteration 64Q (4757.110000 sec): 3 clusters
  Score: Raw -604960.913267 + Penalty 2789.955330 = -602170.957937
  nChanged 1
		SP:Iteration 65Q (4757.110000 sec): 3 clusters
  Score: Raw -604961.179405 + Penalty 2789.955330 = -602171.224075
  nChanged 2
		SP:Iteration 66Q (4757.130000 sec): 3 clusters
  Score: Raw -604961.885566 + Penalty 2789.955330 = -602171.930236
  nChanged 4
		SP:Iteration 67Q (4757.140000 sec): 3 clusters
  Score: Raw -604962.328570 + Penalty 2789.955330 = -602172.373240
  nChanged 2
		SP:Iteration 68Q (4757.150000 sec): 3 clusters
  Score: Raw -604962.719608 + Penalty 2789.955330 = -602172.764278
  nChanged 4
		SP:Iteration 69Q (4757.160000 sec): 3 clusters
  Score: Raw -604963.507991 + Penalty 2789.955330 = -602173.552661
  nChanged 4
		SP:Iteration 70Q (4757.170000 sec): 3 clusters
  Score: Raw -604964.688456 + Penalty 2789.955330 = -602174.733126
  nChanged 5
		SP:Iteration 71Q (4757.180000 sec): 3 clusters
  Score: Raw -604965.819943 + Penalty 2789.955330 = -602175.864613
  nChanged 4
		SP:Iteration 72Q (4757.190000 sec): 3 clusters
  Score: Raw -604966.814568 + Penalty 2789.955330 = -602176.859238
  nChanged 3
		SP:Iteration 73Q (4757.210000 sec): 3 clusters
  Score: Raw -604967.430488 + Penalty 2789.955330 = -602177.475158
  nChanged 1
		SP:Iteration 74Q (4757.220000 sec): 3 clusters
  Score: Raw -604967.559946 + Penalty 2789.955330 = -602177.604616
  nChanged 0
		SP:Iteration 75F (4757.230000 sec): 3 clusters
  Score: Raw -604967.559946 + Penalty 2789.955330 = -602177.604616
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4757.240000 sec): 2 clusters
  Score: Raw -47000.967749 + Penalty 983.464490 = -46017.503259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4757.240000 sec): 3 clusters
  Score: Raw -46974.043579 + Penalty 1966.928980 = -45007.114599
  nChanged 81
		SP:Iteration 1F (4757.240000 sec): 3 clusters
  Score: Raw -47115.282500 + Penalty 1966.928980 = -45148.353520
  nChanged 19
		SP:Iteration 2Q (4757.240000 sec): 3 clusters
  Score: Raw -47151.656505 + Penalty 1966.928980 = -45184.727525
  nChanged 8
		SP:Iteration 3Q (4757.240000 sec): 3 clusters
  Score: Raw -47175.467004 + Penalty 1966.928980 = -45208.538024
  nChanged 7
		SP:Iteration 4Q (4757.250000 sec): 3 clusters
  Score: Raw -47188.685061 + Penalty 1966.928980 = -45221.756081
  nChanged 3
		SP:Iteration 5Q (4757.250000 sec): 3 clusters
  Score: Raw -47194.951924 + Penalty 1966.928980 = -45228.022945
  nChanged 0
		SP:Iteration 6F (4757.250000 sec): 3 clusters
  Score: Raw -47194.951924 + Penalty 1966.928980 = -45228.022945
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 18 (18861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4757.310000 sec): 2 clusters
  Score: Raw -2194932.717354 + Penalty 1599.788381 = -2193332.928973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4757.360000 sec): 3 clusters
  Score: Raw -2183693.961633 + Penalty 3199.576763 = -2180494.384870
  nChanged 8516
		SP:Iteration 1F (4757.410000 sec): 3 clusters
  Score: Raw -2188349.229321 + Penalty 3199.576763 = -2185149.652558
  nChanged 942
		SP:Iteration 2Q (4757.450000 sec): 3 clusters
  Score: Raw -2188693.868467 + Penalty 3199.576763 = -2185494.291704
  nChanged 833
		SP:Iteration 3Q (4757.510000 sec): 3 clusters
  Score: Raw -2189011.336899 + Penalty 3199.576763 = -2185811.760136
  nChanged 772
		SP:Iteration 4Q (4757.550000 sec): 3 clusters
  Score: Raw -2189333.288324 + Penalty 3199.576763 = -2186133.711562
  nChanged 759
		SP:Iteration 5Q (4757.600000 sec): 3 clusters
  Score: Raw -2189709.117450 + Penalty 3199.576763 = -2186509.540688
  nChanged 849
		SP:Iteration 6Q (4757.650000 sec): 3 clusters
  Score: Raw -2190172.356756 + Penalty 3199.576763 = -2186972.779993
  nChanged 841
		SP:Iteration 7Q (4757.710000 sec): 3 clusters
  Score: Raw -2190697.910211 + Penalty 3199.576763 = -2187498.333449
  nChanged 928
		SP:Iteration 8Q (4757.750000 sec): 3 clusters
  Score: Raw -2191311.980288 + Penalty 3199.576763 = -2188112.403526
  nChanged 896
		SP:Iteration 9Q (4757.800000 sec): 3 clusters
  Score: Raw -2191885.728100 + Penalty 3199.576763 = -2188686.151337
  nChanged 871
		SP:Iteration 10Q (4757.850000 sec): 3 clusters
  Score: Raw -2192445.126994 + Penalty 3199.576763 = -2189245.550232
  nChanged 793
		SP:Iteration 11Q (4757.900000 sec): 3 clusters
  Score: Raw -2192957.275881 + Penalty 3199.576763 = -2189757.699119
  nChanged 694
		SP:Iteration 12Q (4757.940000 sec): 3 clusters
  Score: Raw -2193400.989982 + Penalty 3199.576763 = -2190201.413220
  nChanged 613
		SP:Iteration 13Q (4757.990000 sec): 3 clusters
  Score: Raw -2193802.039697 + Penalty 3199.576763 = -2190602.462934
  nChanged 519
		SP:Iteration 14Q (4758.030000 sec): 3 clusters
  Score: Raw -2194138.257734 + Penalty 3199.576763 = -2190938.680972
  nChanged 426
		SP:Iteration 15Q (4758.070000 sec): 3 clusters
  Score: Raw -2194409.754352 + Penalty 3199.576763 = -2191210.177589
  nChanged 346
		SP:Iteration 16Q (4758.110000 sec): 3 clusters
  Score: Raw -2194621.920333 + Penalty 3199.576763 = -2191422.343570
  nChanged 256
		SP:Iteration 17Q (4758.150000 sec): 3 clusters
  Score: Raw -2194782.273109 + Penalty 3199.576763 = -2191582.696346
  nChanged 197
		SP:Iteration 18Q (4758.190000 sec): 3 clusters
  Score: Raw -2194897.216594 + Penalty 3199.576763 = -2191697.639832
  nChanged 144
		SP:Iteration 19Q (4758.230000 sec): 3 clusters
  Score: Raw -2194977.823454 + Penalty 3199.576763 = -2191778.246692
  nChanged 99
		SP:Iteration 20F (4758.270000 sec): 3 clusters
  Score: Raw -2195031.542012 + Penalty 3199.576763 = -2191831.965249
  nChanged 60
		SP:Iteration 21Q (4758.310000 sec): 3 clusters
  Score: Raw -2195062.999423 + Penalty 3199.576763 = -2191863.422660
  nChanged 59
		SP:Iteration 22Q (4758.350000 sec): 3 clusters
  Score: Raw -2195094.536684 + Penalty 3199.576763 = -2191894.959922
  nChanged 50
		SP:Iteration 23Q (4758.390000 sec): 3 clusters
  Score: Raw -2195120.515245 + Penalty 3199.576763 = -2191920.938483
  nChanged 31
		SP:Iteration 24Q (4758.420000 sec): 3 clusters
  Score: Raw -2195141.781964 + Penalty 3199.576763 = -2191942.205201
  nChanged 27
		SP:Iteration 25Q (4758.460000 sec): 3 clusters
  Score: Raw -2195158.687492 + Penalty 3199.576763 = -2191959.110729
  nChanged 21
		SP:Iteration 26Q (4758.490000 sec): 3 clusters
  Score: Raw -2195169.422808 + Penalty 3199.576763 = -2191969.846046
  nChanged 19
		SP:Iteration 27Q (4758.530000 sec): 3 clusters
  Score: Raw -2195179.447588 + Penalty 3199.576763 = -2191979.870826
  nChanged 17
		SP:Iteration 28Q (4758.570000 sec): 3 clusters
  Score: Raw -2195189.633554 + Penalty 3199.576763 = -2191990.056791
  nChanged 11
		SP:Iteration 29Q (4758.600000 sec): 3 clusters
  Score: Raw -2195196.667682 + Penalty 3199.576763 = -2191997.090919
  nChanged 10
		SP:Iteration 30Q (4758.630000 sec): 3 clusters
  Score: Raw -2195202.395921 + Penalty 3199.576763 = -2192002.819159
  nChanged 6
		SP:Iteration 31Q (4758.670000 sec): 3 clusters
  Score: Raw -2195207.401876 + Penalty 3199.576763 = -2192007.825113
  nChanged 7
		SP:Iteration 32Q (4758.710000 sec): 3 clusters
  Score: Raw -2195210.884194 + Penalty 3199.576763 = -2192011.307432
  nChanged 7
		SP:Iteration 33Q (4758.740000 sec): 3 clusters
  Score: Raw -2195216.778291 + Penalty 3199.576763 = -2192017.201528
  nChanged 6
		SP:Iteration 34Q (4758.770000 sec): 3 clusters
  Score: Raw -2195221.022450 + Penalty 3199.576763 = -2192021.445687
  nChanged 7
		SP:Iteration 35Q (4758.810000 sec): 3 clusters
  Score: Raw -2195225.701720 + Penalty 3199.576763 = -2192026.124957
  nChanged 4
		SP:Iteration 36Q (4758.840000 sec): 3 clusters
  Score: Raw -2195229.093160 + Penalty 3199.576763 = -2192029.516397
  nChanged 5
		SP:Iteration 37Q (4758.880000 sec): 3 clusters
  Score: Raw -2195232.731062 + Penalty 3199.576763 = -2192033.154299
  nChanged 7
		SP:Iteration 38Q (4758.910000 sec): 3 clusters
  Score: Raw -2195236.005540 + Penalty 3199.576763 = -2192036.428778
  nChanged 4
		SP:Iteration 39Q (4758.950000 sec): 3 clusters
  Score: Raw -2195237.392209 + Penalty 3199.576763 = -2192037.815446
  nChanged 4
		SP:Iteration 40F (4758.990000 sec): 3 clusters
  Score: Raw -2195239.862275 + Penalty 3199.576763 = -2192040.285512
  nChanged 4
		SP:Iteration 41Q (4759.030000 sec): 3 clusters
  Score: Raw -2195242.689522 + Penalty 3199.576763 = -2192043.112760
  nChanged 5
		SP:Iteration 42Q (4759.060000 sec): 3 clusters
  Score: Raw -2195244.578835 + Penalty 3199.576763 = -2192045.002072
  nChanged 5
		SP:Iteration 43Q (4759.090000 sec): 3 clusters
  Score: Raw -2195246.937066 + Penalty 3199.576763 = -2192047.360303
  nChanged 2
		SP:Iteration 44Q (4759.130000 sec): 3 clusters
  Score: Raw -2195247.730541 + Penalty 3199.576763 = -2192048.153779
  nChanged 0
		SP:Iteration 45F (4759.180000 sec): 3 clusters
  Score: Raw -2195247.730541 + Penalty 3199.576763 = -2192048.153779
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (6752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4759.210000 sec): 2 clusters
  Score: Raw -774566.278434 + Penalty 1432.859031 = -773133.419403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4759.220000 sec): 3 clusters
  Score: Raw -770979.138039 + Penalty 2865.718062 = -768113.419977
  nChanged 2776
		SP:Iteration 1F (4759.240000 sec): 3 clusters
  Score: Raw -772402.956637 + Penalty 2865.718062 = -769537.238575
  nChanged 401
		SP:Iteration 2F (4759.260000 sec): 3 clusters
  Score: Raw -772584.829282 + Penalty 2865.718062 = -769719.111220
  nChanged 328
		SP:Iteration 3Q (4759.270000 sec): 3 clusters
  Score: Raw -772713.233283 + Penalty 2865.718062 = -769847.515221
  nChanged 257
		SP:Iteration 4Q (4759.290000 sec): 3 clusters
  Score: Raw -772810.039327 + Penalty 2865.718062 = -769944.321266
  nChanged 218
		SP:Iteration 5Q (4759.310000 sec): 3 clusters
  Score: Raw -772891.850097 + Penalty 2865.718062 = -770026.132035
  nChanged 175
		SP:Iteration 6Q (4759.330000 sec): 3 clusters
  Score: Raw -772948.589802 + Penalty 2865.718062 = -770082.871740
  nChanged 144
		SP:Iteration 7Q (4759.340000 sec): 3 clusters
  Score: Raw -772991.698619 + Penalty 2865.718062 = -770125.980557
  nChanged 121
		SP:Iteration 8Q (4759.360000 sec): 3 clusters
  Score: Raw -773026.604813 + Penalty 2865.718062 = -770160.886751
  nChanged 102
		SP:Iteration 9Q (4759.370000 sec): 3 clusters
  Score: Raw -773056.908904 + Penalty 2865.718062 = -770191.190842
  nChanged 110
		SP:Iteration 10Q (4759.390000 sec): 3 clusters
  Score: Raw -773090.477638 + Penalty 2865.718062 = -770224.759576
  nChanged 105
		SP:Iteration 11Q (4759.410000 sec): 3 clusters
  Score: Raw -773116.401877 + Penalty 2865.718062 = -770250.683815
  nChanged 97
		SP:Iteration 12Q (4759.430000 sec): 3 clusters
  Score: Raw -773141.946254 + Penalty 2865.718062 = -770276.228192
  nChanged 81
		SP:Iteration 13Q (4759.440000 sec): 3 clusters
  Score: Raw -773161.139000 + Penalty 2865.718062 = -770295.420938
  nChanged 76
		SP:Iteration 14Q (4759.460000 sec): 3 clusters
  Score: Raw -773180.170805 + Penalty 2865.718062 = -770314.452743
  nChanged 83
		SP:Iteration 15Q (4759.470000 sec): 3 clusters
  Score: Raw -773201.907564 + Penalty 2865.718062 = -770336.189503
  nChanged 93
		SP:Iteration 16Q (4759.490000 sec): 3 clusters
  Score: Raw -773231.311023 + Penalty 2865.718062 = -770365.592961
  nChanged 116
		SP:Iteration 17Q (4759.510000 sec): 3 clusters
  Score: Raw -773264.418208 + Penalty 2865.718062 = -770398.700146
  nChanged 113
		SP:Iteration 18Q (4759.530000 sec): 3 clusters
  Score: Raw -773301.575856 + Penalty 2865.718062 = -770435.857795
  nChanged 104
		SP:Iteration 19Q (4759.540000 sec): 3 clusters
  Score: Raw -773342.811914 + Penalty 2865.718062 = -770477.093852
  nChanged 130
		SP:Iteration 20F (4759.560000 sec): 3 clusters
  Score: Raw -773391.940457 + Penalty 2865.718062 = -770526.222395
  nChanged 129
		SP:Iteration 21Q (4759.580000 sec): 3 clusters
  Score: Raw -773438.886036 + Penalty 2865.718062 = -770573.167974
  nChanged 137
		SP:Iteration 22Q (4759.590000 sec): 3 clusters
  Score: Raw -773493.283097 + Penalty 2865.718062 = -770627.565036
  nChanged 159
		SP:Iteration 23Q (4759.610000 sec): 3 clusters
  Score: Raw -773566.512008 + Penalty 2865.718062 = -770700.793946
  nChanged 187
		SP:Iteration 24Q (4759.620000 sec): 3 clusters
  Score: Raw -773675.497451 + Penalty 2865.718062 = -770809.779389
  nChanged 193
		SP:Iteration 25Q (4759.640000 sec): 3 clusters
  Score: Raw -773793.649550 + Penalty 2865.718062 = -770927.931488
  nChanged 227
		SP:Iteration 26Q (4759.660000 sec): 3 clusters
  Score: Raw -773948.489758 + Penalty 2865.718062 = -771082.771696
  nChanged 215
		SP:Iteration 27Q (4759.670000 sec): 3 clusters
  Score: Raw -774117.116898 + Penalty 2865.718062 = -771251.398836
  nChanged 198
		SP:Iteration 28Q (4759.690000 sec): 3 clusters
  Score: Raw -774273.543291 + Penalty 2865.718062 = -771407.825229
  nChanged 151
		SP:Iteration 29Q (4759.710000 sec): 3 clusters
  Score: Raw -774387.099576 + Penalty 2865.718062 = -771521.381514
  nChanged 107
		SP:Iteration 30Q (4759.720000 sec): 3 clusters
  Score: Raw -774469.561503 + Penalty 2865.718062 = -771603.843441
  nChanged 93
		SP:Iteration 31Q (4759.730000 sec): 3 clusters
  Score: Raw -774555.255200 + Penalty 2865.718062 = -771689.537138
  nChanged 72
		SP:Iteration 32Q (4759.750000 sec): 3 clusters
  Score: Raw -774612.272073 + Penalty 2865.718062 = -771746.554012
  nChanged 42
		SP:Iteration 33Q (4759.760000 sec): 3 clusters
  Score: Raw -774648.219422 + Penalty 2865.718062 = -771782.501360
  nChanged 34
		SP:Iteration 34Q (4759.780000 sec): 3 clusters
  Score: Raw -774680.015991 + Penalty 2865.718062 = -771814.297929
  nChanged 21
		SP:Iteration 35Q (4759.790000 sec): 3 clusters
  Score: Raw -774697.754632 + Penalty 2865.718062 = -771832.036570
  nChanged 23
		SP:Iteration 36Q (4759.800000 sec): 3 clusters
  Score: Raw -774716.983216 + Penalty 2865.718062 = -771851.265154
  nChanged 20
		SP:Iteration 37Q (4759.820000 sec): 3 clusters
  Score: Raw -774738.464621 + Penalty 2865.718062 = -771872.746559
  nChanged 18
		SP:Iteration 38Q (4759.830000 sec): 3 clusters
  Score: Raw -774760.818658 + Penalty 2865.718062 = -771895.100596
  nChanged 14
		SP:Iteration 39Q (4759.840000 sec): 3 clusters
  Score: Raw -774770.160344 + Penalty 2865.718062 = -771904.442283
  nChanged 6
		SP:Iteration 40F (4759.860000 sec): 3 clusters
  Score: Raw -774774.204200 + Penalty 2865.718062 = -771908.486138
  nChanged 4
		SP:Iteration 41Q (4759.870000 sec): 3 clusters
  Score: Raw -774777.060953 + Penalty 2865.718062 = -771911.342891
  nChanged 3
		SP:Iteration 42Q (4759.890000 sec): 3 clusters
  Score: Raw -774782.102026 + Penalty 2865.718062 = -771916.383964
  nChanged 4
		SP:Iteration 43Q (4759.900000 sec): 3 clusters
  Score: Raw -774785.536908 + Penalty 2865.718062 = -771919.818846
  nChanged 4
		SP:Iteration 44Q (4759.910000 sec): 3 clusters
  Score: Raw -774788.226154 + Penalty 2865.718062 = -771922.508092
  nChanged 1
		SP:Iteration 45Q (4759.930000 sec): 3 clusters
  Score: Raw -774789.313865 + Penalty 2865.718062 = -771923.595804
  nChanged 1
		SP:Iteration 46Q (4759.940000 sec): 3 clusters
  Score: Raw -774790.678769 + Penalty 2865.718062 = -771924.960707
  nChanged 2
		SP:Iteration 47Q (4759.950000 sec): 3 clusters
  Score: Raw -774792.855109 + Penalty 2865.718062 = -771927.137048
  nChanged 4
		SP:Iteration 48Q (4759.960000 sec): 3 clusters
  Score: Raw -774797.698216 + Penalty 2865.718062 = -771931.980155
  nChanged 4
		SP:Iteration 49Q (4759.980000 sec): 3 clusters
  Score: Raw -774801.386400 + Penalty 2865.718062 = -771935.668338
  nChanged 3
		SP:Iteration 50Q (4759.990000 sec): 3 clusters
  Score: Raw -774803.344762 + Penalty 2865.718062 = -771937.626701
  nChanged 1
		SP:Iteration 51Q (4760.000000 sec): 3 clusters
  Score: Raw -774803.594500 + Penalty 2865.718062 = -771937.876438
  nChanged 0
		SP:Iteration 52F (4760.020000 sec): 3 clusters
  Score: Raw -774803.594500 + Penalty 2865.718062 = -771937.876438
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (502050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4761.560000 sec): 2 clusters
  Score: Raw -58675038.875091 + Penalty 2133.048937 = -58672905.826154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4762.900000 sec): 3 clusters
  Score: Raw -58336880.174388 + Penalty 4266.097873 = -58332614.076515
  nChanged 246276
		SP:Iteration 1F (4764.220000 sec): 3 clusters
  Score: Raw -58483340.056806 + Penalty 4266.097873 = -58479073.958932
  nChanged 10923
		SP:Iteration 2Q (4765.570000 sec): 3 clusters
  Score: Raw -58485254.679739 + Penalty 4266.097873 = -58480988.581865
  nChanged 13216
		SP:Iteration 3Q (4766.920000 sec): 3 clusters
  Score: Raw -58488409.227228 + Penalty 4266.097873 = -58484143.129355
  nChanged 17497
		SP:Iteration 4Q (4768.280000 sec): 3 clusters
  Score: Raw -58494250.909731 + Penalty 4266.097873 = -58489984.811858
  nChanged 23832
		SP:Iteration 5Q (4769.630000 sec): 3 clusters
  Score: Raw -58504903.847273 + Penalty 4266.097873 = -58500637.749400
  nChanged 31066
		SP:Iteration 6F (4770.960000 sec): 3 clusters
  Score: Raw -58522627.006521 + Penalty 4266.097873 = -58518360.908648
  nChanged 36730
		SP:Iteration 7F (4772.280000 sec): 3 clusters
  Score: Raw -58546779.565627 + Penalty 4266.097873 = -58542513.467754
  nChanged 36918
		SP:Iteration 8F (4773.590000 sec): 3 clusters
  Score: Raw -58572517.080188 + Penalty 4266.097873 = -58568250.982315
  nChanged 32084
		SP:Iteration 9F (4774.900000 sec): 3 clusters
  Score: Raw -58595937.459736 + Penalty 4266.097873 = -58591671.361862
  nChanged 25556
		SP:Iteration 10F (4776.220000 sec): 3 clusters
  Score: Raw -58615263.994850 + Penalty 4266.097873 = -58610997.896977
  nChanged 19048
		SP:Iteration 11Q (4777.510000 sec): 3 clusters
  Score: Raw -58630309.998703 + Penalty 4266.097873 = -58626043.900829
  nChanged 13851
		SP:Iteration 12Q (4778.730000 sec): 3 clusters
  Score: Raw -58642302.366630 + Penalty 4266.097873 = -58638036.268756
  nChanged 9847
		SP:Iteration 13Q (4779.880000 sec): 3 clusters
  Score: Raw -58651421.624013 + Penalty 4266.097873 = -58647155.526140
  nChanged 7083
		SP:Iteration 14Q (4780.950000 sec): 3 clusters
  Score: Raw -58657256.488805 + Penalty 4266.097873 = -58652990.390932
  nChanged 5152
		SP:Iteration 15Q (4781.970000 sec): 3 clusters
  Score: Raw -58660763.948509 + Penalty 4266.097873 = -58656497.850635
  nChanged 4088
		SP:Iteration 16Q (4782.980000 sec): 3 clusters
  Score: Raw -58663234.084180 + Penalty 4266.097873 = -58658967.986306
  nChanged 3448
		SP:Iteration 17Q (4783.960000 sec): 3 clusters
  Score: Raw -58665165.968737 + Penalty 4266.097873 = -58660899.870863
  nChanged 2980
		SP:Iteration 18Q (4784.930000 sec): 3 clusters
  Score: Raw -58666774.327151 + Penalty 4266.097873 = -58662508.229278
  nChanged 2603
		SP:Iteration 19Q (4785.890000 sec): 3 clusters
  Score: Raw -58668126.492162 + Penalty 4266.097873 = -58663860.394288
  nChanged 2354
		SP:Iteration 20F (4787.200000 sec): 3 clusters
  Score: Raw -58669317.933121 + Penalty 4266.097873 = -58665051.835248
  nChanged 2013
		SP:Iteration 21Q (4788.140000 sec): 3 clusters
  Score: Raw -58670304.815282 + Penalty 4266.097873 = -58666038.717408
  nChanged 1781
		SP:Iteration 22Q (4789.060000 sec): 3 clusters
  Score: Raw -58671154.705955 + Penalty 4266.097873 = -58666888.608081
  nChanged 1562
		SP:Iteration 23Q (4789.990000 sec): 3 clusters
  Score: Raw -58671892.050258 + Penalty 4266.097873 = -58667625.952385
  nChanged 1260
		SP:Iteration 24Q (4790.910000 sec): 3 clusters
  Score: Raw -58672458.192636 + Penalty 4266.097873 = -58668192.094763
  nChanged 1102
		SP:Iteration 25Q (4791.820000 sec): 3 clusters
  Score: Raw -58672927.091144 + Penalty 4266.097873 = -58668660.993271
  nChanged 999
		SP:Iteration 26Q (4792.740000 sec): 3 clusters
  Score: Raw -58673349.760698 + Penalty 4266.097873 = -58669083.662824
  nChanged 887
		SP:Iteration 27Q (4793.650000 sec): 3 clusters
  Score: Raw -58673710.307557 + Penalty 4266.097873 = -58669444.209683
  nChanged 802
		SP:Iteration 28Q (4794.570000 sec): 3 clusters
  Score: Raw -58674026.471318 + Penalty 4266.097873 = -58669760.373444
  nChanged 671
		SP:Iteration 29Q (4795.470000 sec): 3 clusters
  Score: Raw -58674270.900390 + Penalty 4266.097873 = -58670004.802517
  nChanged 587
		SP:Iteration 30Q (4796.380000 sec): 3 clusters
  Score: Raw -58674481.678316 + Penalty 4266.097873 = -58670215.580442
  nChanged 501
		SP:Iteration 31Q (4797.290000 sec): 3 clusters
  Score: Raw -58674651.123892 + Penalty 4266.097873 = -58670385.026019
  nChanged 417
		SP:Iteration 32Q (4798.200000 sec): 3 clusters
  Score: Raw -58674785.107440 + Penalty 4266.097873 = -58670519.009567
  nChanged 364
		SP:Iteration 33Q (4799.100000 sec): 3 clusters
  Score: Raw -58674893.629896 + Penalty 4266.097873 = -58670627.532022
  nChanged 327
		SP:Iteration 34Q (4800.000000 sec): 3 clusters
  Score: Raw -58674986.361453 + Penalty 4266.097873 = -58670720.263579
  nChanged 282
		SP:Iteration 35Q (4800.910000 sec): 3 clusters
  Score: Raw -58675061.057242 + Penalty 4266.097873 = -58670794.959369
  nChanged 245
		SP:Iteration 36Q (4801.820000 sec): 3 clusters
  Score: Raw -58675123.486918 + Penalty 4266.097873 = -58670857.389045
  nChanged 208
		SP:Iteration 37Q (4802.720000 sec): 3 clusters
  Score: Raw -58675174.426581 + Penalty 4266.097873 = -58670908.328708
  nChanged 176
		SP:Iteration 38Q (4803.620000 sec): 3 clusters
  Score: Raw -58675213.851800 + Penalty 4266.097873 = -58670947.753927
  nChanged 161
		SP:Iteration 39Q (4804.520000 sec): 3 clusters
  Score: Raw -58675247.764993 + Penalty 4266.097873 = -58670981.667119
  nChanged 139
		SP:Iteration 40F (4805.800000 sec): 3 clusters
  Score: Raw -58675275.845912 + Penalty 4266.097873 = -58671009.748038
  nChanged 119
		SP:Iteration 41Q (4806.690000 sec): 3 clusters
  Score: Raw -58675303.166354 + Penalty 4266.097873 = -58671037.068480
  nChanged 119
		SP:Iteration 42Q (4807.580000 sec): 3 clusters
  Score: Raw -58675326.820052 + Penalty 4266.097873 = -58671060.722178
  nChanged 99
		SP:Iteration 43Q (4808.480000 sec): 3 clusters
  Score: Raw -58675348.936625 + Penalty 4266.097873 = -58671082.838751
  nChanged 96
		SP:Iteration 44Q (4809.380000 sec): 3 clusters
  Score: Raw -58675370.128714 + Penalty 4266.097873 = -58671104.030840
  nChanged 92
		SP:Iteration 45Q (4810.280000 sec): 3 clusters
  Score: Raw -58675389.615406 + Penalty 4266.097873 = -58671123.517533
  nChanged 83
		SP:Iteration 46Q (4811.180000 sec): 3 clusters
  Score: Raw -58675404.427487 + Penalty 4266.097873 = -58671138.329614
  nChanged 69
		SP:Iteration 47Q (4812.070000 sec): 3 clusters
  Score: Raw -58675416.474979 + Penalty 4266.097873 = -58671150.377106
  nChanged 58
		SP:Iteration 48Q (4812.970000 sec): 3 clusters
  Score: Raw -58675427.071014 + Penalty 4266.097873 = -58671160.973140
  nChanged 51
		SP:Iteration 49Q (4813.870000 sec): 3 clusters
  Score: Raw -58675434.630822 + Penalty 4266.097873 = -58671168.532948
  nChanged 36
		SP:Iteration 50Q (4814.790000 sec): 3 clusters
  Score: Raw -58675441.598257 + Penalty 4266.097873 = -58671175.500384
  nChanged 27
		SP:Iteration 51Q (4815.710000 sec): 3 clusters
  Score: Raw -58675446.016894 + Penalty 4266.097873 = -58671179.919020
  nChanged 25
		SP:Iteration 52Q (4816.610000 sec): 3 clusters
  Score: Raw -58675449.571931 + Penalty 4266.097873 = -58671183.474057
  nChanged 26
		SP:Iteration 53Q (4817.530000 sec): 3 clusters
  Score: Raw -58675453.067144 + Penalty 4266.097873 = -58671186.969270
  nChanged 15
		SP:Iteration 54Q (4818.430000 sec): 3 clusters
  Score: Raw -58675454.835642 + Penalty 4266.097873 = -58671188.737768
  nChanged 15
		SP:Iteration 55Q (4819.330000 sec): 3 clusters
  Score: Raw -58675457.276206 + Penalty 4266.097873 = -58671191.178333
  nChanged 20
		SP:Iteration 56Q (4820.230000 sec): 3 clusters
  Score: Raw -58675460.068199 + Penalty 4266.097873 = -58671193.970325
  nChanged 22
		SP:Iteration 57Q (4821.110000 sec): 3 clusters
  Score: Raw -58675462.576677 + Penalty 4266.097873 = -58671196.478804
  nChanged 21
		SP:Iteration 58Q (4822.010000 sec): 3 clusters
  Score: Raw -58675465.471129 + Penalty 4266.097873 = -58671199.373256
  nChanged 19
		SP:Iteration 59Q (4822.900000 sec): 3 clusters
  Score: Raw -58675469.261978 + Penalty 4266.097873 = -58671203.164105
  nChanged 25
		SP:Iteration 60F (4824.190000 sec): 3 clusters
  Score: Raw -58675472.582248 + Penalty 4266.097873 = -58671206.484375
  nChanged 18
		SP:Iteration 61Q (4825.070000 sec): 3 clusters
  Score: Raw -58675475.547945 + Penalty 4266.097873 = -58671209.450072
  nChanged 18
		SP:Iteration 62Q (4825.970000 sec): 3 clusters
  Score: Raw -58675478.145426 + Penalty 4266.097873 = -58671212.047552
  nChanged 17
		SP:Iteration 63Q (4826.860000 sec): 3 clusters
  Score: Raw -58675480.552605 + Penalty 4266.097873 = -58671214.454732
  nChanged 22
		SP:Iteration 64Q (4827.770000 sec): 3 clusters
  Score: Raw -58675484.315459 + Penalty 4266.097873 = -58671218.217586
  nChanged 24
		SP:Iteration 65Q (4828.660000 sec): 3 clusters
  Score: Raw -58675488.647262 + Penalty 4266.097873 = -58671222.549389
  nChanged 24
		SP:Iteration 66Q (4829.570000 sec): 3 clusters
  Score: Raw -58675492.647239 + Penalty 4266.097873 = -58671226.549366
  nChanged 29
		SP:Iteration 67Q (4830.460000 sec): 3 clusters
  Score: Raw -58675498.369514 + Penalty 4266.097873 = -58671232.271640
  nChanged 22
		SP:Iteration 68Q (4831.350000 sec): 3 clusters
  Score: Raw -58675501.795404 + Penalty 4266.097873 = -58671235.697530
  nChanged 20
		SP:Iteration 69Q (4832.240000 sec): 3 clusters
  Score: Raw -58675504.280531 + Penalty 4266.097873 = -58671238.182657
  nChanged 19
		SP:Iteration 70Q (4833.130000 sec): 3 clusters
  Score: Raw -58675507.157721 + Penalty 4266.097873 = -58671241.059848
  nChanged 24
		SP:Iteration 71Q (4834.020000 sec): 3 clusters
  Score: Raw -58675510.711017 + Penalty 4266.097873 = -58671244.613144
  nChanged 15
		SP:Iteration 72Q (4834.910000 sec): 3 clusters
  Score: Raw -58675513.021023 + Penalty 4266.097873 = -58671246.923149
  nChanged 12
		SP:Iteration 73Q (4835.810000 sec): 3 clusters
  Score: Raw -58675514.930042 + Penalty 4266.097873 = -58671248.832169
  nChanged 11
		SP:Iteration 74Q (4836.700000 sec): 3 clusters
  Score: Raw -58675516.292132 + Penalty 4266.097873 = -58671250.194259
  nChanged 17
		SP:Iteration 75Q (4837.620000 sec): 3 clusters
  Score: Raw -58675519.173405 + Penalty 4266.097873 = -58671253.075531
  nChanged 18
		SP:Iteration 76Q (4838.500000 sec): 3 clusters
  Score: Raw -58675523.110810 + Penalty 4266.097873 = -58671257.012937
  nChanged 24
		SP:Iteration 77Q (4839.400000 sec): 3 clusters
  Score: Raw -58675527.192748 + Penalty 4266.097873 = -58671261.094874
  nChanged 13
		SP:Iteration 78Q (4840.300000 sec): 3 clusters
  Score: Raw -58675529.902934 + Penalty 4266.097873 = -58671263.805061
  nChanged 15
		SP:Iteration 79Q (4841.190000 sec): 3 clusters
  Score: Raw -58675532.188341 + Penalty 4266.097873 = -58671266.090468
  nChanged 10
		SP:Iteration 80F (4842.460000 sec): 3 clusters
  Score: Raw -58675534.017670 + Penalty 4266.097873 = -58671267.919797
  nChanged 14
		SP:Iteration 81Q (4843.360000 sec): 3 clusters
  Score: Raw -58675535.749423 + Penalty 4266.097873 = -58671269.651550
  nChanged 6
		SP:Iteration 82Q (4844.260000 sec): 3 clusters
  Score: Raw -58675536.525197 + Penalty 4266.097873 = -58671270.427324
  nChanged 8
		SP:Iteration 83Q (4845.140000 sec): 3 clusters
  Score: Raw -58675537.608004 + Penalty 4266.097873 = -58671271.510130
  nChanged 4
		SP:Iteration 84Q (4846.030000 sec): 3 clusters
  Score: Raw -58675538.182292 + Penalty 4266.097873 = -58671272.084419
  nChanged 2
		SP:Iteration 85Q (4846.920000 sec): 3 clusters
  Score: Raw -58675538.316590 + Penalty 4266.097873 = -58671272.218717
  nChanged 1
		SP:Iteration 86Q (4847.820000 sec): 3 clusters
  Score: Raw -58675538.604109 + Penalty 4266.097873 = -58671272.506236
  nChanged 2
		SP:Iteration 87Q (4848.710000 sec): 3 clusters
  Score: Raw -58675539.035805 + Penalty 4266.097873 = -58671272.937931
  nChanged 4
		SP:Iteration 88Q (4849.620000 sec): 3 clusters
  Score: Raw -58675539.728929 + Penalty 4266.097873 = -58671273.631056
  nChanged 3
		SP:Iteration 89Q (4850.530000 sec): 3 clusters
  Score: Raw -58675540.081274 + Penalty 4266.097873 = -58671273.983400
  nChanged 3
		SP:Iteration 90Q (4851.430000 sec): 3 clusters
  Score: Raw -58675540.501292 + Penalty 4266.097873 = -58671274.403418
  nChanged 2
		SP:Iteration 91Q (4852.320000 sec): 3 clusters
  Score: Raw -58675540.879955 + Penalty 4266.097873 = -58671274.782081
  nChanged 2
		SP:Iteration 92Q (4853.210000 sec): 3 clusters
  Score: Raw -58675541.076106 + Penalty 4266.097873 = -58671274.978232
  nChanged 1
		SP:Iteration 93Q (4854.090000 sec): 3 clusters
  Score: Raw -58675541.213871 + Penalty 4266.097873 = -58671275.115997
  nChanged 4
		SP:Iteration 94Q (4854.980000 sec): 3 clusters
  Score: Raw -58675541.589723 + Penalty 4266.097873 = -58671275.491850
  nChanged 3
		SP:Iteration 95Q (4855.870000 sec): 3 clusters
  Score: Raw -58675541.823107 + Penalty 4266.097873 = -58671275.725234
  nChanged 3
		SP:Iteration 96Q (4856.770000 sec): 3 clusters
  Score: Raw -58675542.245593 + Penalty 4266.097873 = -58671276.147719
  nChanged 3
		SP:Iteration 97Q (4857.670000 sec): 3 clusters
  Score: Raw -58675542.615145 + Penalty 4266.097873 = -58671276.517271
  nChanged 3
		SP:Iteration 98Q (4858.560000 sec): 3 clusters
  Score: Raw -58675543.128749 + Penalty 4266.097873 = -58671277.030875
  nChanged 4
		SP:Iteration 99Q (4859.460000 sec): 3 clusters
  Score: Raw -58675543.729008 + Penalty 4266.097873 = -58671277.631135
  nChanged 2
		SP:Iteration 100F (4860.750000 sec): 3 clusters
  Score: Raw -58675543.925740 + Penalty 4266.097873 = -58671277.827866
  nChanged 1
		SP:Iteration 101Q (4861.630000 sec): 3 clusters
  Score: Raw -58675544.000217 + Penalty 4266.097873 = -58671277.902343
  nChanged 0
		SP:Iteration 102F (4862.920000 sec): 3 clusters
  Score: Raw -58675544.000217 + Penalty 4266.097873 = -58671277.902343
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4863.160000 sec): 2 clusters
  Score: Raw -172071.361849 + Penalty 1196.635944 = -170874.725905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4863.170000 sec): 3 clusters
  Score: Raw -171459.086524 + Penalty 2393.271888 = -169065.814636
  nChanged 505
		SP:Iteration 1F (4863.170000 sec): 3 clusters
  Score: Raw -171853.088511 + Penalty 2393.271888 = -169459.816623
  nChanged 142
		SP:Iteration 2F (4863.170000 sec): 3 clusters
  Score: Raw -171979.238297 + Penalty 2393.271888 = -169585.966409
  nChanged 95
		SP:Iteration 3F (4863.180000 sec): 3 clusters
  Score: Raw -172065.637540 + Penalty 2393.271888 = -169672.365652
  nChanged 63
		SP:Iteration 4Q (4863.180000 sec): 3 clusters
  Score: Raw -172124.868121 + Penalty 2393.271888 = -169731.596233
  nChanged 65
		SP:Iteration 5Q (4863.190000 sec): 3 clusters
  Score: Raw -172177.396217 + Penalty 2393.271888 = -169784.124329
  nChanged 46
		SP:Iteration 6Q (4863.190000 sec): 3 clusters
  Score: Raw -172218.142134 + Penalty 2393.271888 = -169824.870246
  nChanged 52
		SP:Iteration 7Q (4863.190000 sec): 3 clusters
  Score: Raw -172265.271052 + Penalty 2393.271888 = -169871.999164
  nChanged 45
		SP:Iteration 8Q (4863.200000 sec): 3 clusters
  Score: Raw -172314.552495 + Penalty 2393.271888 = -169921.280607
  nChanged 50
		SP:Iteration 9Q (4863.200000 sec): 3 clusters
  Score: Raw -172382.033253 + Penalty 2393.271888 = -169988.761365
  nChanged 52
		SP:Iteration 10Q (4863.200000 sec): 3 clusters
  Score: Raw -172443.161527 + Penalty 2393.271888 = -170049.889640
  nChanged 56
		SP:Iteration 11Q (4863.210000 sec): 3 clusters
  Score: Raw -172518.628308 + Penalty 2393.271888 = -170125.356420
  nChanged 55
		SP:Iteration 12Q (4863.210000 sec): 3 clusters
  Score: Raw -172592.538922 + Penalty 2393.271888 = -170199.267034
  nChanged 46
		SP:Iteration 13Q (4863.210000 sec): 3 clusters
  Score: Raw -172648.060052 + Penalty 2393.271888 = -170254.788164
  nChanged 43
		SP:Iteration 14Q (4863.220000 sec): 3 clusters
  Score: Raw -172696.996284 + Penalty 2393.271888 = -170303.724396
  nChanged 33
		SP:Iteration 15Q (4863.220000 sec): 3 clusters
  Score: Raw -172733.648295 + Penalty 2393.271888 = -170340.376407
  nChanged 27
		SP:Iteration 16Q (4863.230000 sec): 3 clusters
  Score: Raw -172757.178911 + Penalty 2393.271888 = -170363.907023
  nChanged 13
		SP:Iteration 17Q (4863.230000 sec): 3 clusters
  Score: Raw -172767.467062 + Penalty 2393.271888 = -170374.195174
  nChanged 11
		SP:Iteration 18Q (4863.230000 sec): 3 clusters
  Score: Raw -172776.197224 + Penalty 2393.271888 = -170382.925336
  nChanged 13
		SP:Iteration 19Q (4863.240000 sec): 3 clusters
  Score: Raw -172786.641974 + Penalty 2393.271888 = -170393.370086
  nChanged 7
		SP:Iteration 20F (4863.240000 sec): 3 clusters
  Score: Raw -172791.151873 + Penalty 2393.271888 = -170397.879985
  nChanged 2
		SP:Iteration 21Q (4863.250000 sec): 3 clusters
  Score: Raw -172791.666328 + Penalty 2393.271888 = -170398.394440
  nChanged 1
		SP:Iteration 22Q (4863.250000 sec): 3 clusters
  Score: Raw -172792.017378 + Penalty 2393.271888 = -170398.745490
  nChanged 0
		SP:Iteration 23F (4863.250000 sec): 3 clusters
  Score: Raw -172792.017378 + Penalty 2393.271888 = -170398.745490
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 22 (3823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4863.270000 sec): 2 clusters
  Score: Raw -410497.915594 + Penalty 1340.428494 = -409157.487099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4863.270000 sec): 3 clusters
  Score: Raw -408633.444041 + Penalty 2680.856988 = -405952.587053
  nChanged 1485
		SP:Iteration 1F (4863.290000 sec): 3 clusters
  Score: Raw -409588.626452 + Penalty 2680.856988 = -406907.769463
  nChanged 278
		SP:Iteration 2F (4863.290000 sec): 3 clusters
  Score: Raw -409736.366825 + Penalty 2680.856988 = -407055.509836
  nChanged 170
		SP:Iteration 3Q (4863.310000 sec): 3 clusters
  Score: Raw -409812.454366 + Penalty 2680.856988 = -407131.597377
  nChanged 102
		SP:Iteration 4Q (4863.310000 sec): 3 clusters
  Score: Raw -409860.706099 + Penalty 2680.856988 = -407179.849110
  nChanged 98
		SP:Iteration 5Q (4863.320000 sec): 3 clusters
  Score: Raw -409909.166039 + Penalty 2680.856988 = -407228.309051
  nChanged 87
		SP:Iteration 6Q (4863.330000 sec): 3 clusters
  Score: Raw -409948.616914 + Penalty 2680.856988 = -407267.759925
  nChanged 88
		SP:Iteration 7Q (4863.340000 sec): 3 clusters
  Score: Raw -409992.867740 + Penalty 2680.856988 = -407312.010752
  nChanged 78
		SP:Iteration 8Q (4863.350000 sec): 3 clusters
  Score: Raw -410027.582540 + Penalty 2680.856988 = -407346.725551
  nChanged 70
		SP:Iteration 9Q (4863.360000 sec): 3 clusters
  Score: Raw -410057.564674 + Penalty 2680.856988 = -407376.707686
  nChanged 67
		SP:Iteration 10Q (4863.370000 sec): 3 clusters
  Score: Raw -410086.724135 + Penalty 2680.856988 = -407405.867147
  nChanged 65
		SP:Iteration 11Q (4863.380000 sec): 3 clusters
  Score: Raw -410121.348452 + Penalty 2680.856988 = -407440.491463
  nChanged 67
		SP:Iteration 12Q (4863.390000 sec): 3 clusters
  Score: Raw -410154.537991 + Penalty 2680.856988 = -407473.681002
  nChanged 72
		SP:Iteration 13Q (4863.400000 sec): 3 clusters
  Score: Raw -410186.808395 + Penalty 2680.856988 = -407505.951407
  nChanged 56
		SP:Iteration 14Q (4863.410000 sec): 3 clusters
  Score: Raw -410212.122322 + Penalty 2680.856988 = -407531.265333
  nChanged 47
		SP:Iteration 15Q (4863.420000 sec): 3 clusters
  Score: Raw -410236.043503 + Penalty 2680.856988 = -407555.186514
  nChanged 60
		SP:Iteration 16Q (4863.430000 sec): 3 clusters
  Score: Raw -410272.807355 + Penalty 2680.856988 = -407591.950367
  nChanged 55
		SP:Iteration 17Q (4863.430000 sec): 3 clusters
  Score: Raw -410297.803000 + Penalty 2680.856988 = -407616.946012
  nChanged 46
		SP:Iteration 18Q (4863.450000 sec): 3 clusters
  Score: Raw -410322.566226 + Penalty 2680.856988 = -407641.709238
  nChanged 52
		SP:Iteration 19Q (4863.450000 sec): 3 clusters
  Score: Raw -410351.809059 + Penalty 2680.856988 = -407670.952071
  nChanged 53
		SP:Iteration 20F (4863.470000 sec): 3 clusters
  Score: Raw -410382.109444 + Penalty 2680.856988 = -407701.252456
  nChanged 55
		SP:Iteration 21Q (4863.470000 sec): 3 clusters
  Score: Raw -410412.181712 + Penalty 2680.856988 = -407731.324723
  nChanged 57
		SP:Iteration 22Q (4863.480000 sec): 3 clusters
  Score: Raw -410452.115432 + Penalty 2680.856988 = -407771.258443
  nChanged 59
		SP:Iteration 23Q (4863.490000 sec): 3 clusters
  Score: Raw -410483.722686 + Penalty 2680.856988 = -407802.865698
  nChanged 48
		SP:Iteration 24Q (4863.500000 sec): 3 clusters
  Score: Raw -410510.493085 + Penalty 2680.856988 = -407829.636097
  nChanged 38
		SP:Iteration 25Q (4863.510000 sec): 3 clusters
  Score: Raw -410530.621799 + Penalty 2680.856988 = -407849.764811
  nChanged 34
		SP:Iteration 26Q (4863.520000 sec): 3 clusters
  Score: Raw -410546.380256 + Penalty 2680.856988 = -407865.523268
  nChanged 24
		SP:Iteration 27Q (4863.530000 sec): 3 clusters
  Score: Raw -410556.444811 + Penalty 2680.856988 = -407875.587822
  nChanged 27
		SP:Iteration 28Q (4863.540000 sec): 3 clusters
  Score: Raw -410566.730009 + Penalty 2680.856988 = -407885.873021
  nChanged 17
		SP:Iteration 29Q (4863.550000 sec): 3 clusters
  Score: Raw -410574.255937 + Penalty 2680.856988 = -407893.398949
  nChanged 15
		SP:Iteration 30Q (4863.550000 sec): 3 clusters
  Score: Raw -410584.069567 + Penalty 2680.856988 = -407903.212579
  nChanged 19
		SP:Iteration 31Q (4863.560000 sec): 3 clusters
  Score: Raw -410593.834971 + Penalty 2680.856988 = -407912.977983
  nChanged 18
		SP:Iteration 32Q (4863.570000 sec): 3 clusters
  Score: Raw -410601.850163 + Penalty 2680.856988 = -407920.993174
  nChanged 20
		SP:Iteration 33Q (4863.580000 sec): 3 clusters
  Score: Raw -410610.615180 + Penalty 2680.856988 = -407929.758191
  nChanged 13
		SP:Iteration 34Q (4863.590000 sec): 3 clusters
  Score: Raw -410616.417744 + Penalty 2680.856988 = -407935.560756
  nChanged 14
		SP:Iteration 35Q (4863.600000 sec): 3 clusters
  Score: Raw -410622.274807 + Penalty 2680.856988 = -407941.417819
  nChanged 11
		SP:Iteration 36Q (4863.610000 sec): 3 clusters
  Score: Raw -410627.605107 + Penalty 2680.856988 = -407946.748118
  nChanged 15
		SP:Iteration 37Q (4863.610000 sec): 3 clusters
  Score: Raw -410635.027587 + Penalty 2680.856988 = -407954.170599
  nChanged 23
		SP:Iteration 38Q (4863.620000 sec): 3 clusters
  Score: Raw -410647.316571 + Penalty 2680.856988 = -407966.459582
  nChanged 18
		SP:Iteration 39Q (4863.630000 sec): 3 clusters
  Score: Raw -410657.166684 + Penalty 2680.856988 = -407976.309696
  nChanged 20
		SP:Iteration 40F (4863.640000 sec): 3 clusters
  Score: Raw -410667.505173 + Penalty 2680.856988 = -407986.648184
  nChanged 18
		SP:Iteration 41Q (4863.650000 sec): 3 clusters
  Score: Raw -410676.736642 + Penalty 2680.856988 = -407995.879653
  nChanged 15
		SP:Iteration 42Q (4863.660000 sec): 3 clusters
  Score: Raw -410686.428039 + Penalty 2680.856988 = -408005.571050
  nChanged 17
		SP:Iteration 43Q (4863.670000 sec): 3 clusters
  Score: Raw -410693.034055 + Penalty 2680.856988 = -408012.177067
  nChanged 10
		SP:Iteration 44Q (4863.670000 sec): 3 clusters
  Score: Raw -410697.227157 + Penalty 2680.856988 = -408016.370168
  nChanged 6
		SP:Iteration 45Q (4863.680000 sec): 3 clusters
  Score: Raw -410700.497034 + Penalty 2680.856988 = -408019.640046
  nChanged 8
		SP:Iteration 46Q (4863.690000 sec): 3 clusters
  Score: Raw -410703.189918 + Penalty 2680.856988 = -408022.332929
  nChanged 2
		SP:Iteration 47Q (4863.700000 sec): 3 clusters
  Score: Raw -410703.883928 + Penalty 2680.856988 = -408023.026939
  nChanged 5
		SP:Iteration 48Q (4863.710000 sec): 3 clusters
  Score: Raw -410705.527356 + Penalty 2680.856988 = -408024.670367
  nChanged 2
		SP:Iteration 49Q (4863.720000 sec): 3 clusters
  Score: Raw -410706.092448 + Penalty 2680.856988 = -408025.235459
  nChanged 1
		SP:Iteration 50Q (4863.730000 sec): 3 clusters
  Score: Raw -410706.597072 + Penalty 2680.856988 = -408025.740084
  nChanged 1
		SP:Iteration 51Q (4863.730000 sec): 3 clusters
  Score: Raw -410707.397452 + Penalty 2680.856988 = -408026.540463
  nChanged 3
		SP:Iteration 52Q (4863.740000 sec): 3 clusters
  Score: Raw -410708.566201 + Penalty 2680.856988 = -408027.709213
  nChanged 6
		SP:Iteration 53Q (4863.750000 sec): 3 clusters
  Score: Raw -410710.637963 + Penalty 2680.856988 = -408029.780974
  nChanged 8
		SP:Iteration 54Q (4863.760000 sec): 3 clusters
  Score: Raw -410715.022863 + Penalty 2680.856988 = -408034.165875
  nChanged 8
		SP:Iteration 55Q (4863.770000 sec): 3 clusters
  Score: Raw -410718.175970 + Penalty 2680.856988 = -408037.318981
  nChanged 5
		SP:Iteration 56Q (4863.770000 sec): 3 clusters
  Score: Raw -410722.241211 + Penalty 2680.856988 = -408041.384223
  nChanged 5
		SP:Iteration 57Q (4863.790000 sec): 3 clusters
  Score: Raw -410724.709886 + Penalty 2680.856988 = -408043.852898
  nChanged 4
		SP:Iteration 58Q (4863.790000 sec): 3 clusters
  Score: Raw -410726.093007 + Penalty 2680.856988 = -408045.236018
  nChanged 4
		SP:Iteration 59Q (4863.800000 sec): 3 clusters
  Score: Raw -410727.428261 + Penalty 2680.856988 = -408046.571273
  nChanged 4
		SP:Iteration 60F (4863.810000 sec): 3 clusters
  Score: Raw -410729.645579 + Penalty 2680.856988 = -408048.788591
  nChanged 3
		SP:Iteration 61Q (4863.810000 sec): 3 clusters
  Score: Raw -410731.017775 + Penalty 2680.856988 = -408050.160787
  nChanged 2
		SP:Iteration 62Q (4863.820000 sec): 3 clusters
  Score: Raw -410731.487568 + Penalty 2680.856988 = -408050.630580
  nChanged 1
		SP:Iteration 63Q (4863.830000 sec): 3 clusters
  Score: Raw -410731.982716 + Penalty 2680.856988 = -408051.125727
  nChanged 3
		SP:Iteration 64Q (4863.840000 sec): 3 clusters
  Score: Raw -410734.052977 + Penalty 2680.856988 = -408053.195989
  nChanged 2
		SP:Iteration 65Q (4863.850000 sec): 3 clusters
  Score: Raw -410734.479312 + Penalty 2680.856988 = -408053.622323
  nChanged 0
		SP:Iteration 66F (4863.860000 sec): 3 clusters
  Score: Raw -410734.479312 + Penalty 2680.856988 = -408053.622323
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 23 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4863.870000 sec): 2 clusters
  Score: Raw -182152.816703 + Penalty 1197.150022 = -180955.666681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4863.870000 sec): 3 clusters
  Score: Raw -181544.586225 + Penalty 2394.300044 = -179150.286181
  nChanged 526
		SP:Iteration 1F (4863.870000 sec): 3 clusters
  Score: Raw -181892.681930 + Penalty 2394.300044 = -179498.381886
  nChanged 112
		SP:Iteration 2F (4863.880000 sec): 3 clusters
  Score: Raw -181983.597411 + Penalty 2394.300044 = -179589.297367
  nChanged 53
		SP:Iteration 3Q (4863.880000 sec): 3 clusters
  Score: Raw -182026.787941 + Penalty 2394.300044 = -179632.487897
  nChanged 36
		SP:Iteration 4Q (4863.890000 sec): 3 clusters
  Score: Raw -182053.246334 + Penalty 2394.300044 = -179658.946289
  nChanged 18
		SP:Iteration 5Q (4863.890000 sec): 3 clusters
  Score: Raw -182065.250751 + Penalty 2394.300044 = -179670.950707
  nChanged 16
		SP:Iteration 6Q (4863.890000 sec): 3 clusters
  Score: Raw -182075.730178 + Penalty 2394.300044 = -179681.430133
  nChanged 19
		SP:Iteration 7Q (4863.900000 sec): 3 clusters
  Score: Raw -182086.288328 + Penalty 2394.300044 = -179691.988284
  nChanged 10
		SP:Iteration 8Q (4863.900000 sec): 3 clusters
  Score: Raw -182091.985592 + Penalty 2394.300044 = -179697.685548
  nChanged 8
		SP:Iteration 9Q (4863.910000 sec): 3 clusters
  Score: Raw -182096.452575 + Penalty 2394.300044 = -179702.152531
  nChanged 9
		SP:Iteration 10Q (4863.910000 sec): 3 clusters
  Score: Raw -182103.820398 + Penalty 2394.300044 = -179709.520353
  nChanged 9
		SP:Iteration 11Q (4863.910000 sec): 3 clusters
  Score: Raw -182108.374107 + Penalty 2394.300044 = -179714.074063
  nChanged 6
		SP:Iteration 12Q (4863.910000 sec): 3 clusters
  Score: Raw -182112.042636 + Penalty 2394.300044 = -179717.742592
  nChanged 7
		SP:Iteration 13Q (4863.920000 sec): 3 clusters
  Score: Raw -182117.422176 + Penalty 2394.300044 = -179723.122132
  nChanged 6
		SP:Iteration 14Q (4863.920000 sec): 3 clusters
  Score: Raw -182121.985117 + Penalty 2394.300044 = -179727.685073
  nChanged 2
		SP:Iteration 15Q (4863.930000 sec): 3 clusters
  Score: Raw -182122.935527 + Penalty 2394.300044 = -179728.635483
  nChanged 2
		SP:Iteration 16Q (4863.930000 sec): 3 clusters
  Score: Raw -182123.804747 + Penalty 2394.300044 = -179729.504702
  nChanged 2
		SP:Iteration 17Q (4863.930000 sec): 3 clusters
  Score: Raw -182124.915116 + Penalty 2394.300044 = -179730.615071
  nChanged 4
		SP:Iteration 18Q (4863.940000 sec): 3 clusters
  Score: Raw -182126.578198 + Penalty 2394.300044 = -179732.278153
  nChanged 0
		SP:Iteration 19F (4863.940000 sec): 3 clusters
  Score: Raw -182126.578198 + Penalty 2394.300044 = -179732.278153
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (3233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4863.960000 sec): 2 clusters
  Score: Raw -378275.283332 + Penalty 1313.189439 = -376962.093893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4863.970000 sec): 3 clusters
  Score: Raw -376727.254282 + Penalty 2626.378878 = -374100.875404
  nChanged 1227
		SP:Iteration 1F (4863.970000 sec): 3 clusters
  Score: Raw -377408.298635 + Penalty 2626.378878 = -374781.919757
  nChanged 219
		SP:Iteration 2F (4863.980000 sec): 3 clusters
  Score: Raw -377528.449273 + Penalty 2626.378878 = -374902.070396
  nChanged 155
		SP:Iteration 3Q (4863.990000 sec): 3 clusters
  Score: Raw -377625.402968 + Penalty 2626.378878 = -374999.024090
  nChanged 125
		SP:Iteration 4Q (4864.000000 sec): 3 clusters
  Score: Raw -377702.516758 + Penalty 2626.378878 = -375076.137880
  nChanged 98
		SP:Iteration 5Q (4864.010000 sec): 3 clusters
  Score: Raw -377762.461232 + Penalty 2626.378878 = -375136.082354
  nChanged 100
		SP:Iteration 6Q (4864.010000 sec): 3 clusters
  Score: Raw -377825.327514 + Penalty 2626.378878 = -375198.948636
  nChanged 116
		SP:Iteration 7Q (4864.020000 sec): 3 clusters
  Score: Raw -377905.882580 + Penalty 2626.378878 = -375279.503702
  nChanged 123
		SP:Iteration 8Q (4864.030000 sec): 3 clusters
  Score: Raw -377977.410453 + Penalty 2626.378878 = -375351.031575
  nChanged 118
		SP:Iteration 9Q (4864.040000 sec): 3 clusters
  Score: Raw -378054.426343 + Penalty 2626.378878 = -375428.047465
  nChanged 117
		SP:Iteration 10Q (4864.050000 sec): 3 clusters
  Score: Raw -378135.432420 + Penalty 2626.378878 = -375509.053543
  nChanged 109
		SP:Iteration 11Q (4864.050000 sec): 3 clusters
  Score: Raw -378207.830614 + Penalty 2626.378878 = -375581.451737
  nChanged 95
		SP:Iteration 12Q (4864.060000 sec): 3 clusters
  Score: Raw -378265.271065 + Penalty 2626.378878 = -375638.892187
  nChanged 87
		SP:Iteration 13Q (4864.070000 sec): 3 clusters
  Score: Raw -378319.845692 + Penalty 2626.378878 = -375693.466814
  nChanged 76
		SP:Iteration 14Q (4864.080000 sec): 3 clusters
  Score: Raw -378377.677437 + Penalty 2626.378878 = -375751.298559
  nChanged 73
		SP:Iteration 15Q (4864.090000 sec): 3 clusters
  Score: Raw -378430.566029 + Penalty 2626.378878 = -375804.187151
  nChanged 70
		SP:Iteration 16Q (4864.090000 sec): 3 clusters
  Score: Raw -378484.359310 + Penalty 2626.378878 = -375857.980433
  nChanged 61
		SP:Iteration 17Q (4864.100000 sec): 3 clusters
  Score: Raw -378525.385424 + Penalty 2626.378878 = -375899.006546
  nChanged 54
		SP:Iteration 18Q (4864.110000 sec): 3 clusters
  Score: Raw -378562.062004 + Penalty 2626.378878 = -375935.683126
  nChanged 42
		SP:Iteration 19Q (4864.120000 sec): 3 clusters
  Score: Raw -378591.676118 + Penalty 2626.378878 = -375965.297240
  nChanged 34
		SP:Iteration 20F (4864.130000 sec): 3 clusters
  Score: Raw -378611.144740 + Penalty 2626.378878 = -375984.765862
  nChanged 24
		SP:Iteration 21Q (4864.130000 sec): 3 clusters
  Score: Raw -378628.206462 + Penalty 2626.378878 = -376001.827585
  nChanged 23
		SP:Iteration 22Q (4864.140000 sec): 3 clusters
  Score: Raw -378642.740685 + Penalty 2626.378878 = -376016.361807
  nChanged 20
		SP:Iteration 23Q (4864.150000 sec): 3 clusters
  Score: Raw -378657.149554 + Penalty 2626.378878 = -376030.770677
  nChanged 20
		SP:Iteration 24Q (4864.150000 sec): 3 clusters
  Score: Raw -378668.232110 + Penalty 2626.378878 = -376041.853232
  nChanged 12
		SP:Iteration 25Q (4864.160000 sec): 3 clusters
  Score: Raw -378674.285451 + Penalty 2626.378878 = -376047.906573
  nChanged 9
		SP:Iteration 26Q (4864.170000 sec): 3 clusters
  Score: Raw -378678.946576 + Penalty 2626.378878 = -376052.567698
  nChanged 9
		SP:Iteration 27Q (4864.170000 sec): 3 clusters
  Score: Raw -378684.189537 + Penalty 2626.378878 = -376057.810659
  nChanged 5
		SP:Iteration 28Q (4864.180000 sec): 3 clusters
  Score: Raw -378686.327263 + Penalty 2626.378878 = -376059.948385
  nChanged 3
		SP:Iteration 29Q (4864.190000 sec): 3 clusters
  Score: Raw -378688.630335 + Penalty 2626.378878 = -376062.251458
  nChanged 5
		SP:Iteration 30Q (4864.200000 sec): 3 clusters
  Score: Raw -378690.636605 + Penalty 2626.378878 = -376064.257727
  nChanged 5
		SP:Iteration 31Q (4864.210000 sec): 3 clusters
  Score: Raw -378692.430604 + Penalty 2626.378878 = -376066.051726
  nChanged 5
		SP:Iteration 32Q (4864.210000 sec): 3 clusters
  Score: Raw -378695.151374 + Penalty 2626.378878 = -376068.772497
  nChanged 2
		SP:Iteration 33Q (4864.220000 sec): 3 clusters
  Score: Raw -378695.950223 + Penalty 2626.378878 = -376069.571346
  nChanged 2
		SP:Iteration 34Q (4864.230000 sec): 3 clusters
  Score: Raw -378696.431979 + Penalty 2626.378878 = -376070.053101
  nChanged 1
		SP:Iteration 35Q (4864.230000 sec): 3 clusters
  Score: Raw -378696.876235 + Penalty 2626.378878 = -376070.497357
  nChanged 1
		SP:Iteration 36Q (4864.240000 sec): 3 clusters
  Score: Raw -378697.154184 + Penalty 2626.378878 = -376070.775306
  nChanged 2
		SP:Iteration 37Q (4864.250000 sec): 3 clusters
  Score: Raw -378697.807855 + Penalty 2626.378878 = -376071.428977
  nChanged 1
		SP:Iteration 38Q (4864.250000 sec): 3 clusters
  Score: Raw -378698.753355 + Penalty 2626.378878 = -376072.374477
  nChanged 5
		SP:Iteration 39Q (4864.260000 sec): 3 clusters
  Score: Raw -378701.682903 + Penalty 2626.378878 = -376075.304026
  nChanged 3
		SP:Iteration 40F (4864.270000 sec): 3 clusters
  Score: Raw -378702.364224 + Penalty 2626.378878 = -376075.985346
  nChanged 4
		SP:Iteration 41Q (4864.280000 sec): 3 clusters
  Score: Raw -378704.074172 + Penalty 2626.378878 = -376077.695294
  nChanged 2
		SP:Iteration 42Q (4864.280000 sec): 3 clusters
  Score: Raw -378704.963116 + Penalty 2626.378878 = -376078.584238
  nChanged 2
		SP:Iteration 43Q (4864.290000 sec): 3 clusters
  Score: Raw -378705.744902 + Penalty 2626.378878 = -376079.366024
  nChanged 0
		SP:Iteration 44F (4864.300000 sec): 3 clusters
  Score: Raw -378705.744902 + Penalty 2626.378878 = -376079.366024
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (4418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4864.310000 sec): 2 clusters
  Score: Raw -475329.224218 + Penalty 1363.934387 = -473965.289831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4864.330000 sec): 3 clusters
  Score: Raw -473117.981124 + Penalty 2727.868775 = -470390.112350
  nChanged 1792
		SP:Iteration 1F (4864.330000 sec): 3 clusters
  Score: Raw -474216.427563 + Penalty 2727.868775 = -471488.558788
  nChanged 335
		SP:Iteration 2F (4864.350000 sec): 3 clusters
  Score: Raw -474425.343799 + Penalty 2727.868775 = -471697.475024
  nChanged 246
		SP:Iteration 3F (4864.360000 sec): 3 clusters
  Score: Raw -474581.247694 + Penalty 2727.868775 = -471853.378919
  nChanged 213
		SP:Iteration 4Q (4864.380000 sec): 3 clusters
  Score: Raw -474716.412130 + Penalty 2727.868775 = -471988.543355
  nChanged 186
		SP:Iteration 5Q (4864.380000 sec): 3 clusters
  Score: Raw -474825.955089 + Penalty 2727.868775 = -472098.086314
  nChanged 153
		SP:Iteration 6Q (4864.400000 sec): 3 clusters
  Score: Raw -474900.977524 + Penalty 2727.868775 = -472173.108749
  nChanged 113
		SP:Iteration 7Q (4864.410000 sec): 3 clusters
  Score: Raw -474951.093062 + Penalty 2727.868775 = -472223.224287
  nChanged 110
		SP:Iteration 8Q (4864.420000 sec): 3 clusters
  Score: Raw -475011.184966 + Penalty 2727.868775 = -472283.316192
  nChanged 112
		SP:Iteration 9Q (4864.430000 sec): 3 clusters
  Score: Raw -475072.440171 + Penalty 2727.868775 = -472344.571396
  nChanged 103
		SP:Iteration 10Q (4864.440000 sec): 3 clusters
  Score: Raw -475124.336843 + Penalty 2727.868775 = -472396.468068
  nChanged 91
		SP:Iteration 11Q (4864.450000 sec): 3 clusters
  Score: Raw -475168.656202 + Penalty 2727.868775 = -472440.787427
  nChanged 91
		SP:Iteration 12Q (4864.460000 sec): 3 clusters
  Score: Raw -475203.634029 + Penalty 2727.868775 = -472475.765254
  nChanged 76
		SP:Iteration 13Q (4864.470000 sec): 3 clusters
  Score: Raw -475239.097195 + Penalty 2727.868775 = -472511.228421
  nChanged 71
		SP:Iteration 14Q (4864.480000 sec): 3 clusters
  Score: Raw -475264.983455 + Penalty 2727.868775 = -472537.114680
  nChanged 64
		SP:Iteration 15Q (4864.490000 sec): 3 clusters
  Score: Raw -475291.901336 + Penalty 2727.868775 = -472564.032562
  nChanged 65
		SP:Iteration 16Q (4864.500000 sec): 3 clusters
  Score: Raw -475320.672430 + Penalty 2727.868775 = -472592.803655
  nChanged 65
		SP:Iteration 17Q (4864.520000 sec): 3 clusters
  Score: Raw -475347.633460 + Penalty 2727.868775 = -472619.764685
  nChanged 60
		SP:Iteration 18Q (4864.520000 sec): 3 clusters
  Score: Raw -475373.867657 + Penalty 2727.868775 = -472645.998882
  nChanged 71
		SP:Iteration 19Q (4864.540000 sec): 3 clusters
  Score: Raw -475402.912958 + Penalty 2727.868775 = -472675.044183
  nChanged 74
		SP:Iteration 20F (4864.550000 sec): 3 clusters
  Score: Raw -475434.875491 + Penalty 2727.868775 = -472707.006716
  nChanged 69
		SP:Iteration 21Q (4864.560000 sec): 3 clusters
  Score: Raw -475463.236564 + Penalty 2727.868775 = -472735.367789
  nChanged 65
		SP:Iteration 22Q (4864.570000 sec): 3 clusters
  Score: Raw -475497.110735 + Penalty 2727.868775 = -472769.241961
  nChanged 60
		SP:Iteration 23Q (4864.580000 sec): 3 clusters
  Score: Raw -475526.506197 + Penalty 2727.868775 = -472798.637422
  nChanged 55
		SP:Iteration 24Q (4864.590000 sec): 3 clusters
  Score: Raw -475549.492882 + Penalty 2727.868775 = -472821.624107
  nChanged 49
		SP:Iteration 25Q (4864.600000 sec): 3 clusters
  Score: Raw -475572.557061 + Penalty 2727.868775 = -472844.688286
  nChanged 50
		SP:Iteration 26Q (4864.610000 sec): 3 clusters
  Score: Raw -475594.599191 + Penalty 2727.868775 = -472866.730417
  nChanged 45
		SP:Iteration 27Q (4864.620000 sec): 3 clusters
  Score: Raw -475614.036117 + Penalty 2727.868775 = -472886.167342
  nChanged 42
		SP:Iteration 28Q (4864.630000 sec): 3 clusters
  Score: Raw -475635.953086 + Penalty 2727.868775 = -472908.084312
  nChanged 49
		SP:Iteration 29Q (4864.640000 sec): 3 clusters
  Score: Raw -475658.734656 + Penalty 2727.868775 = -472930.865881
  nChanged 50
		SP:Iteration 30Q (4864.650000 sec): 3 clusters
  Score: Raw -475683.451706 + Penalty 2727.868775 = -472955.582931
  nChanged 43
		SP:Iteration 31Q (4864.660000 sec): 3 clusters
  Score: Raw -475702.849275 + Penalty 2727.868775 = -472974.980500
  nChanged 53
		SP:Iteration 32Q (4864.670000 sec): 3 clusters
  Score: Raw -475729.330176 + Penalty 2727.868775 = -473001.461402
  nChanged 46
		SP:Iteration 33Q (4864.680000 sec): 3 clusters
  Score: Raw -475750.588220 + Penalty 2727.868775 = -473022.719445
  nChanged 43
		SP:Iteration 34Q (4864.690000 sec): 3 clusters
  Score: Raw -475777.765752 + Penalty 2727.868775 = -473049.896977
  nChanged 37
		SP:Iteration 35Q (4864.700000 sec): 3 clusters
  Score: Raw -475794.195221 + Penalty 2727.868775 = -473066.326446
  nChanged 31
		SP:Iteration 36Q (4864.720000 sec): 3 clusters
  Score: Raw -475808.738170 + Penalty 2727.868775 = -473080.869395
  nChanged 34
		SP:Iteration 37Q (4864.720000 sec): 3 clusters
  Score: Raw -475822.761117 + Penalty 2727.868775 = -473094.892342
  nChanged 28
		SP:Iteration 38Q (4864.740000 sec): 3 clusters
  Score: Raw -475833.725177 + Penalty 2727.868775 = -473105.856402
  nChanged 26
		SP:Iteration 39Q (4864.740000 sec): 3 clusters
  Score: Raw -475842.413200 + Penalty 2727.868775 = -473114.544426
  nChanged 24
		SP:Iteration 40F (4864.760000 sec): 3 clusters
  Score: Raw -475851.065634 + Penalty 2727.868775 = -473123.196859
  nChanged 18
		SP:Iteration 41Q (4864.770000 sec): 3 clusters
  Score: Raw -475856.407989 + Penalty 2727.868775 = -473128.539214
  nChanged 14
		SP:Iteration 42Q (4864.780000 sec): 3 clusters
  Score: Raw -475860.662485 + Penalty 2727.868775 = -473132.793710
  nChanged 10
		SP:Iteration 43Q (4864.790000 sec): 3 clusters
  Score: Raw -475863.415508 + Penalty 2727.868775 = -473135.546733
  nChanged 10
		SP:Iteration 44Q (4864.800000 sec): 3 clusters
  Score: Raw -475866.784149 + Penalty 2727.868775 = -473138.915374
  nChanged 11
		SP:Iteration 45Q (4864.810000 sec): 3 clusters
  Score: Raw -475870.985467 + Penalty 2727.868775 = -473143.116692
  nChanged 12
		SP:Iteration 46Q (4864.820000 sec): 3 clusters
  Score: Raw -475875.484065 + Penalty 2727.868775 = -473147.615290
  nChanged 13
		SP:Iteration 47Q (4864.830000 sec): 3 clusters
  Score: Raw -475878.913440 + Penalty 2727.868775 = -473151.044666
  nChanged 7
		SP:Iteration 48Q (4864.840000 sec): 3 clusters
  Score: Raw -475881.174315 + Penalty 2727.868775 = -473153.305540
  nChanged 8
		SP:Iteration 49Q (4864.850000 sec): 3 clusters
  Score: Raw -475883.346885 + Penalty 2727.868775 = -473155.478111
  nChanged 3
		SP:Iteration 50Q (4864.860000 sec): 3 clusters
  Score: Raw -475884.367328 + Penalty 2727.868775 = -473156.498554
  nChanged 7
		SP:Iteration 51Q (4864.870000 sec): 3 clusters
  Score: Raw -475887.066232 + Penalty 2727.868775 = -473159.197457
  nChanged 12
		SP:Iteration 52Q (4864.880000 sec): 3 clusters
  Score: Raw -475891.453795 + Penalty 2727.868775 = -473163.585020
  nChanged 13
		SP:Iteration 53Q (4864.890000 sec): 3 clusters
  Score: Raw -475896.896382 + Penalty 2727.868775 = -473169.027607
  nChanged 6
		SP:Iteration 54Q (4864.900000 sec): 3 clusters
  Score: Raw -475898.901540 + Penalty 2727.868775 = -473171.032765
  nChanged 2
		SP:Iteration 55Q (4864.910000 sec): 3 clusters
  Score: Raw -475899.592037 + Penalty 2727.868775 = -473171.723262
  nChanged 3
		SP:Iteration 56Q (4864.910000 sec): 3 clusters
  Score: Raw -475900.892183 + Penalty 2727.868775 = -473173.023409
  nChanged 2
		SP:Iteration 57Q (4864.920000 sec): 3 clusters
  Score: Raw -475901.728495 + Penalty 2727.868775 = -473173.859720
  nChanged 1
		SP:Iteration 58Q (4864.930000 sec): 3 clusters
  Score: Raw -475901.856143 + Penalty 2727.868775 = -473173.987368
  nChanged 0
		SP:Iteration 59F (4864.940000 sec): 3 clusters
  Score: Raw -475901.856143 + Penalty 2727.868775 = -473173.987368
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4864.950000 sec): 2 clusters
  Score: Raw -17862.916291 + Penalty 846.541500 = -17016.374791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4864.950000 sec): 3 clusters
  Score: Raw -18060.703822 + Penalty 1693.083000 = -16367.620823
  nChanged 26
		SP:Iteration 1F (4864.950000 sec): 3 clusters
  Score: Raw -18126.130563 + Penalty 1693.083000 = -16433.047564
  nChanged 8
		SP:Iteration 2Q (4864.950000 sec): 3 clusters
  Score: Raw -18150.256759 + Penalty 1693.083000 = -16457.173759
  nChanged 5
		SP:Iteration 3Q (4864.950000 sec): 3 clusters
  Score: Raw -18170.283783 + Penalty 1693.083000 = -16477.200783
  nChanged 3
		SP:Iteration 4Q (4864.950000 sec): 3 clusters
  Score: Raw -18179.082012 + Penalty 1693.083000 = -16485.999013
  nChanged 3
		SP:Iteration 5Q (4864.950000 sec): 3 clusters
  Score: Raw -18184.800279 + Penalty 1693.083000 = -16491.717280
  nChanged 1
		SP:Iteration 6Q (4864.950000 sec): 3 clusters
  Score: Raw -18189.657436 + Penalty 1693.083000 = -16496.574437
  nChanged 0
		SP:Iteration 7F (4864.950000 sec): 3 clusters
  Score: Raw -18189.657436 + Penalty 1693.083000 = -16496.574437
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 27 (58079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4865.140000 sec): 2 clusters
  Score: Raw -6807150.547627 + Penalty 1782.553408 = -6805367.994219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4865.290000 sec): 3 clusters
  Score: Raw -6770104.202171 + Penalty 3565.106815 = -6766539.095356
  nChanged 27326
		SP:Iteration 1F (4865.440000 sec): 3 clusters
  Score: Raw -6785857.753261 + Penalty 3565.106815 = -6782292.646446
  nChanged 2428
		SP:Iteration 2Q (4865.600000 sec): 3 clusters
  Score: Raw -6786730.756907 + Penalty 3565.106815 = -6783165.650091
  nChanged 2616
		SP:Iteration 3Q (4865.760000 sec): 3 clusters
  Score: Raw -6787850.778442 + Penalty 3565.106815 = -6784285.671627
  nChanged 2981
		SP:Iteration 4F (4865.910000 sec): 3 clusters
  Score: Raw -6789366.778469 + Penalty 3565.106815 = -6785801.671653
  nChanged 3446
		SP:Iteration 5F (4866.060000 sec): 3 clusters
  Score: Raw -6791372.295617 + Penalty 3565.106815 = -6787807.188801
  nChanged 3723
		SP:Iteration 6F (4866.210000 sec): 3 clusters
  Score: Raw -6793757.212679 + Penalty 3565.106815 = -6790192.105863
  nChanged 3773
		SP:Iteration 7F (4866.370000 sec): 3 clusters
  Score: Raw -6796287.021653 + Penalty 3565.106815 = -6792721.914838
  nChanged 3427
		SP:Iteration 8F (4866.520000 sec): 3 clusters
  Score: Raw -6798477.091997 + Penalty 3565.106815 = -6794911.985182
  nChanged 2740
		SP:Iteration 9Q (4866.670000 sec): 3 clusters
  Score: Raw -6800181.633494 + Penalty 3565.106815 = -6796616.526679
  nChanged 2120
		SP:Iteration 10Q (4866.820000 sec): 3 clusters
  Score: Raw -6801459.214495 + Penalty 3565.106815 = -6797894.107679
  nChanged 1613
		SP:Iteration 11Q (4866.970000 sec): 3 clusters
  Score: Raw -6802252.983559 + Penalty 3565.106815 = -6798687.876743
  nChanged 1267
		SP:Iteration 12Q (4867.120000 sec): 3 clusters
  Score: Raw -6802787.706971 + Penalty 3565.106815 = -6799222.600155
  nChanged 1024
		SP:Iteration 13Q (4867.270000 sec): 3 clusters
  Score: Raw -6803173.779214 + Penalty 3565.106815 = -6799608.672398
  nChanged 973
		SP:Iteration 14Q (4867.410000 sec): 3 clusters
  Score: Raw -6803539.435661 + Penalty 3565.106815 = -6799974.328846
  nChanged 916
		SP:Iteration 15Q (4867.550000 sec): 3 clusters
  Score: Raw -6803896.104007 + Penalty 3565.106815 = -6800330.997192
  nChanged 899
		SP:Iteration 16Q (4867.700000 sec): 3 clusters
  Score: Raw -6804256.398756 + Penalty 3565.106815 = -6800691.291940
  nChanged 876
		SP:Iteration 17Q (4867.840000 sec): 3 clusters
  Score: Raw -6804621.410542 + Penalty 3565.106815 = -6801056.303727
  nChanged 814
		SP:Iteration 18Q (4867.980000 sec): 3 clusters
  Score: Raw -6804940.465252 + Penalty 3565.106815 = -6801375.358436
  nChanged 725
		SP:Iteration 19Q (4868.120000 sec): 3 clusters
  Score: Raw -6805203.935309 + Penalty 3565.106815 = -6801638.828494
  nChanged 683
		SP:Iteration 20F (4868.270000 sec): 3 clusters
  Score: Raw -6805453.732623 + Penalty 3565.106815 = -6801888.625808
  nChanged 681
		SP:Iteration 21Q (4868.400000 sec): 3 clusters
  Score: Raw -6805678.617974 + Penalty 3565.106815 = -6802113.511158
  nChanged 624
		SP:Iteration 22Q (4868.540000 sec): 3 clusters
  Score: Raw -6805873.146796 + Penalty 3565.106815 = -6802308.039981
  nChanged 578
		SP:Iteration 23Q (4868.670000 sec): 3 clusters
  Score: Raw -6806047.650179 + Penalty 3565.106815 = -6802482.543364
  nChanged 561
		SP:Iteration 24Q (4868.810000 sec): 3 clusters
  Score: Raw -6806214.191337 + Penalty 3565.106815 = -6802649.084522
  nChanged 507
		SP:Iteration 25Q (4868.940000 sec): 3 clusters
  Score: Raw -6806354.362719 + Penalty 3565.106815 = -6802789.255903
  nChanged 455
		SP:Iteration 26Q (4869.070000 sec): 3 clusters
  Score: Raw -6806459.698173 + Penalty 3565.106815 = -6802894.591358
  nChanged 357
		SP:Iteration 27Q (4869.200000 sec): 3 clusters
  Score: Raw -6806538.607103 + Penalty 3565.106815 = -6802973.500288
  nChanged 340
		SP:Iteration 28Q (4869.330000 sec): 3 clusters
  Score: Raw -6806614.434882 + Penalty 3565.106815 = -6803049.328067
  nChanged 335
		SP:Iteration 29Q (4869.460000 sec): 3 clusters
  Score: Raw -6806678.434953 + Penalty 3565.106815 = -6803113.328138
  nChanged 278
		SP:Iteration 30Q (4869.590000 sec): 3 clusters
  Score: Raw -6806726.279672 + Penalty 3565.106815 = -6803161.172856
  nChanged 283
		SP:Iteration 31Q (4869.710000 sec): 3 clusters
  Score: Raw -6806773.359232 + Penalty 3565.106815 = -6803208.252416
  nChanged 256
		SP:Iteration 32Q (4869.840000 sec): 3 clusters
  Score: Raw -6806813.652327 + Penalty 3565.106815 = -6803248.545512
  nChanged 225
		SP:Iteration 33Q (4869.970000 sec): 3 clusters
  Score: Raw -6806843.366318 + Penalty 3565.106815 = -6803278.259503
  nChanged 189
		SP:Iteration 34Q (4870.090000 sec): 3 clusters
  Score: Raw -6806867.509012 + Penalty 3565.106815 = -6803302.402197
  nChanged 161
		SP:Iteration 35Q (4870.220000 sec): 3 clusters
  Score: Raw -6806887.055768 + Penalty 3565.106815 = -6803321.948953
  nChanged 138
		SP:Iteration 36Q (4870.350000 sec): 3 clusters
  Score: Raw -6806902.343752 + Penalty 3565.106815 = -6803337.236937
  nChanged 129
		SP:Iteration 37Q (4870.470000 sec): 3 clusters
  Score: Raw -6806913.568185 + Penalty 3565.106815 = -6803348.461370
  nChanged 106
		SP:Iteration 38Q (4870.590000 sec): 3 clusters
  Score: Raw -6806923.103606 + Penalty 3565.106815 = -6803357.996791
  nChanged 82
		SP:Iteration 39Q (4870.720000 sec): 3 clusters
  Score: Raw -6806930.647289 + Penalty 3565.106815 = -6803365.540473
  nChanged 80
		SP:Iteration 40F (4870.870000 sec): 3 clusters
  Score: Raw -6806939.905156 + Penalty 3565.106815 = -6803374.798340
  nChanged 117
		SP:Iteration 41Q (4870.990000 sec): 3 clusters
  Score: Raw -6806952.899915 + Penalty 3565.106815 = -6803387.793099
  nChanged 101
		SP:Iteration 42Q (4871.120000 sec): 3 clusters
  Score: Raw -6806962.884317 + Penalty 3565.106815 = -6803397.777502
  nChanged 100
		SP:Iteration 43Q (4871.250000 sec): 3 clusters
  Score: Raw -6806973.688012 + Penalty 3565.106815 = -6803408.581196
  nChanged 111
		SP:Iteration 44Q (4871.370000 sec): 3 clusters
  Score: Raw -6806986.264792 + Penalty 3565.106815 = -6803421.157976
  nChanged 99
		SP:Iteration 45Q (4871.490000 sec): 3 clusters
  Score: Raw -6806995.960228 + Penalty 3565.106815 = -6803430.853412
  nChanged 107
		SP:Iteration 46Q (4871.620000 sec): 3 clusters
  Score: Raw -6807005.581945 + Penalty 3565.106815 = -6803440.475130
  nChanged 81
		SP:Iteration 47Q (4871.740000 sec): 3 clusters
  Score: Raw -6807012.160239 + Penalty 3565.106815 = -6803447.053424
  nChanged 71
		SP:Iteration 48Q (4871.870000 sec): 3 clusters
  Score: Raw -6807018.148023 + Penalty 3565.106815 = -6803453.041208
  nChanged 74
		SP:Iteration 49Q (4871.990000 sec): 3 clusters
  Score: Raw -6807024.504296 + Penalty 3565.106815 = -6803459.397481
  nChanged 77
		SP:Iteration 50Q (4872.110000 sec): 3 clusters
  Score: Raw -6807031.974160 + Penalty 3565.106815 = -6803466.867345
  nChanged 70
		SP:Iteration 51Q (4872.230000 sec): 3 clusters
  Score: Raw -6807038.073889 + Penalty 3565.106815 = -6803472.967074
  nChanged 62
		SP:Iteration 52Q (4872.350000 sec): 3 clusters
  Score: Raw -6807042.792179 + Penalty 3565.106815 = -6803477.685364
  nChanged 57
		SP:Iteration 53Q (4872.480000 sec): 3 clusters
  Score: Raw -6807046.667063 + Penalty 3565.106815 = -6803481.560248
  nChanged 59
		SP:Iteration 54Q (4872.600000 sec): 3 clusters
  Score: Raw -6807050.781556 + Penalty 3565.106815 = -6803485.674741
  nChanged 50
		SP:Iteration 55Q (4872.730000 sec): 3 clusters
  Score: Raw -6807053.751944 + Penalty 3565.106815 = -6803488.645129
  nChanged 39
		SP:Iteration 56Q (4872.850000 sec): 3 clusters
  Score: Raw -6807056.246987 + Penalty 3565.106815 = -6803491.140172
  nChanged 46
		SP:Iteration 57Q (4872.970000 sec): 3 clusters
  Score: Raw -6807059.531780 + Penalty 3565.106815 = -6803494.424965
  nChanged 47
		SP:Iteration 58Q (4873.090000 sec): 3 clusters
  Score: Raw -6807062.922152 + Penalty 3565.106815 = -6803497.815336
  nChanged 48
		SP:Iteration 59Q (4873.210000 sec): 3 clusters
  Score: Raw -6807067.024597 + Penalty 3565.106815 = -6803501.917781
  nChanged 52
		SP:Iteration 60F (4873.370000 sec): 3 clusters
  Score: Raw -6807070.606714 + Penalty 3565.106815 = -6803505.499898
  nChanged 45
		SP:Iteration 61Q (4873.490000 sec): 3 clusters
  Score: Raw -6807073.536363 + Penalty 3565.106815 = -6803508.429547
  nChanged 36
		SP:Iteration 62Q (4873.610000 sec): 3 clusters
  Score: Raw -6807076.025461 + Penalty 3565.106815 = -6803510.918646
  nChanged 35
		SP:Iteration 63Q (4873.730000 sec): 3 clusters
  Score: Raw -6807078.104546 + Penalty 3565.106815 = -6803512.997731
  nChanged 34
		SP:Iteration 64Q (4873.850000 sec): 3 clusters
  Score: Raw -6807080.795483 + Penalty 3565.106815 = -6803515.688667
  nChanged 32
		SP:Iteration 65Q (4873.970000 sec): 3 clusters
  Score: Raw -6807082.979445 + Penalty 3565.106815 = -6803517.872630
  nChanged 36
		SP:Iteration 66Q (4874.090000 sec): 3 clusters
  Score: Raw -6807085.199565 + Penalty 3565.106815 = -6803520.092750
  nChanged 31
		SP:Iteration 67Q (4874.210000 sec): 3 clusters
  Score: Raw -6807087.264132 + Penalty 3565.106815 = -6803522.157317
  nChanged 39
		SP:Iteration 68Q (4874.330000 sec): 3 clusters
  Score: Raw -6807090.180466 + Penalty 3565.106815 = -6803525.073651
  nChanged 42
		SP:Iteration 69Q (4874.450000 sec): 3 clusters
  Score: Raw -6807092.562928 + Penalty 3565.106815 = -6803527.456112
  nChanged 33
		SP:Iteration 70Q (4874.570000 sec): 3 clusters
  Score: Raw -6807094.336857 + Penalty 3565.106815 = -6803529.230041
  nChanged 38
		SP:Iteration 71Q (4874.690000 sec): 3 clusters
  Score: Raw -6807096.854273 + Penalty 3565.106815 = -6803531.747458
  nChanged 45
		SP:Iteration 72Q (4874.820000 sec): 3 clusters
  Score: Raw -6807100.232628 + Penalty 3565.106815 = -6803535.125813
  nChanged 52
		SP:Iteration 73Q (4874.940000 sec): 3 clusters
  Score: Raw -6807104.471920 + Penalty 3565.106815 = -6803539.365105
  nChanged 57
		SP:Iteration 74Q (4875.060000 sec): 3 clusters
  Score: Raw -6807109.081064 + Penalty 3565.106815 = -6803543.974249
  nChanged 64
		SP:Iteration 75Q (4875.180000 sec): 3 clusters
  Score: Raw -6807114.931332 + Penalty 3565.106815 = -6803549.824516
  nChanged 71
		SP:Iteration 76Q (4875.300000 sec): 3 clusters
  Score: Raw -6807122.160462 + Penalty 3565.106815 = -6803557.053646
  nChanged 80
		SP:Iteration 77Q (4875.420000 sec): 3 clusters
  Score: Raw -6807129.392874 + Penalty 3565.106815 = -6803564.286059
  nChanged 76
		SP:Iteration 78Q (4875.540000 sec): 3 clusters
  Score: Raw -6807136.483585 + Penalty 3565.106815 = -6803571.376769
  nChanged 60
		SP:Iteration 79Q (4875.670000 sec): 3 clusters
  Score: Raw -6807142.346674 + Penalty 3565.106815 = -6803577.239859
  nChanged 58
		SP:Iteration 80F (4875.810000 sec): 3 clusters
  Score: Raw -6807147.656110 + Penalty 3565.106815 = -6803582.549295
  nChanged 60
		SP:Iteration 81Q (4875.930000 sec): 3 clusters
  Score: Raw -6807153.158437 + Penalty 3565.106815 = -6803588.051621
  nChanged 60
		SP:Iteration 82Q (4876.050000 sec): 3 clusters
  Score: Raw -6807158.847238 + Penalty 3565.106815 = -6803593.740423
  nChanged 54
		SP:Iteration 83Q (4876.180000 sec): 3 clusters
  Score: Raw -6807164.073547 + Penalty 3565.106815 = -6803598.966731
  nChanged 55
		SP:Iteration 84Q (4876.300000 sec): 3 clusters
  Score: Raw -6807169.369787 + Penalty 3565.106815 = -6803604.262972
  nChanged 55
		SP:Iteration 85Q (4876.420000 sec): 3 clusters
  Score: Raw -6807175.249212 + Penalty 3565.106815 = -6803610.142397
  nChanged 61
		SP:Iteration 86Q (4876.540000 sec): 3 clusters
  Score: Raw -6807182.173838 + Penalty 3565.106815 = -6803617.067023
  nChanged 58
		SP:Iteration 87Q (4876.650000 sec): 3 clusters
  Score: Raw -6807187.665512 + Penalty 3565.106815 = -6803622.558697
  nChanged 56
		SP:Iteration 88Q (4876.770000 sec): 3 clusters
  Score: Raw -6807193.139888 + Penalty 3565.106815 = -6803628.033073
  nChanged 51
		SP:Iteration 89Q (4876.890000 sec): 3 clusters
  Score: Raw -6807197.137883 + Penalty 3565.106815 = -6803632.031067
  nChanged 52
		SP:Iteration 90Q (4877.010000 sec): 3 clusters
  Score: Raw -6807201.878061 + Penalty 3565.106815 = -6803636.771246
  nChanged 50
		SP:Iteration 91Q (4877.130000 sec): 3 clusters
  Score: Raw -6807207.026666 + Penalty 3565.106815 = -6803641.919851
  nChanged 51
		SP:Iteration 92Q (4877.250000 sec): 3 clusters
  Score: Raw -6807212.197211 + Penalty 3565.106815 = -6803647.090395
  nChanged 54
		SP:Iteration 93Q (4877.360000 sec): 3 clusters
  Score: Raw -6807216.950687 + Penalty 3565.106815 = -6803651.843872
  nChanged 62
		SP:Iteration 94Q (4877.480000 sec): 3 clusters
  Score: Raw -6807223.069311 + Penalty 3565.106815 = -6803657.962496
  nChanged 58
		SP:Iteration 95Q (4877.600000 sec): 3 clusters
  Score: Raw -6807228.421743 + Penalty 3565.106815 = -6803663.314927
  nChanged 55
		SP:Iteration 96Q (4877.710000 sec): 3 clusters
  Score: Raw -6807233.999195 + Penalty 3565.106815 = -6803668.892380
  nChanged 58
		SP:Iteration 97Q (4877.830000 sec): 3 clusters
  Score: Raw -6807239.100834 + Penalty 3565.106815 = -6803673.994019
  nChanged 51
		SP:Iteration 98Q (4877.950000 sec): 3 clusters
  Score: Raw -6807244.192208 + Penalty 3565.106815 = -6803679.085392
  nChanged 53
		SP:Iteration 99Q (4878.070000 sec): 3 clusters
  Score: Raw -6807249.981362 + Penalty 3565.106815 = -6803684.874547
  nChanged 49
		SP:Iteration 100F (4878.220000 sec): 3 clusters
  Score: Raw -6807255.970440 + Penalty 3565.106815 = -6803690.863625
  nChanged 59
		SP:Iteration 101Q (4878.340000 sec): 3 clusters
  Score: Raw -6807262.437323 + Penalty 3565.106815 = -6803697.330508
  nChanged 56
		SP:Iteration 102Q (4878.450000 sec): 3 clusters
  Score: Raw -6807269.377748 + Penalty 3565.106815 = -6803704.270932
  nChanged 66
		SP:Iteration 103Q (4878.570000 sec): 3 clusters
  Score: Raw -6807277.046872 + Penalty 3565.106815 = -6803711.940057
  nChanged 55
		SP:Iteration 104Q (4878.690000 sec): 3 clusters
  Score: Raw -6807282.931774 + Penalty 3565.106815 = -6803717.824959
  nChanged 55
		SP:Iteration 105Q (4878.810000 sec): 3 clusters
  Score: Raw -6807288.442402 + Penalty 3565.106815 = -6803723.335587
  nChanged 55
		SP:Iteration 106Q (4878.930000 sec): 3 clusters
  Score: Raw -6807293.735428 + Penalty 3565.106815 = -6803728.628613
  nChanged 46
		SP:Iteration 107Q (4879.050000 sec): 3 clusters
  Score: Raw -6807298.577335 + Penalty 3565.106815 = -6803733.470519
  nChanged 56
		SP:Iteration 108Q (4879.160000 sec): 3 clusters
  Score: Raw -6807304.930492 + Penalty 3565.106815 = -6803739.823677
  nChanged 57
		SP:Iteration 109Q (4879.280000 sec): 3 clusters
  Score: Raw -6807312.771785 + Penalty 3565.106815 = -6803747.664970
  nChanged 65
		SP:Iteration 110Q (4879.400000 sec): 3 clusters
  Score: Raw -6807321.912381 + Penalty 3565.106815 = -6803756.805566
  nChanged 70
		SP:Iteration 111Q (4879.520000 sec): 3 clusters
  Score: Raw -6807331.901934 + Penalty 3565.106815 = -6803766.795119
  nChanged 64
		SP:Iteration 112Q (4879.640000 sec): 3 clusters
  Score: Raw -6807340.485823 + Penalty 3565.106815 = -6803775.379007
  nChanged 62
		SP:Iteration 113Q (4879.750000 sec): 3 clusters
  Score: Raw -6807347.558675 + Penalty 3565.106815 = -6803782.451860
  nChanged 66
		SP:Iteration 114Q (4879.870000 sec): 3 clusters
  Score: Raw -6807354.262851 + Penalty 3565.106815 = -6803789.156036
  nChanged 52
		SP:Iteration 115Q (4879.980000 sec): 3 clusters
  Score: Raw -6807359.768515 + Penalty 3565.106815 = -6803794.661699
  nChanged 47
		SP:Iteration 116Q (4880.100000 sec): 3 clusters
  Score: Raw -6807365.309893 + Penalty 3565.106815 = -6803800.203078
  nChanged 57
		SP:Iteration 117Q (4880.220000 sec): 3 clusters
  Score: Raw -6807373.218643 + Penalty 3565.106815 = -6803808.111828
  nChanged 59
		SP:Iteration 118Q (4880.330000 sec): 3 clusters
  Score: Raw -6807381.193736 + Penalty 3565.106815 = -6803816.086921
  nChanged 41
		SP:Iteration 119Q (4880.440000 sec): 3 clusters
  Score: Raw -6807386.567114 + Penalty 3565.106815 = -6803821.460298
  nChanged 53
		SP:Iteration 120F (4880.600000 sec): 3 clusters
  Score: Raw -6807393.473432 + Penalty 3565.106815 = -6803828.366617
  nChanged 46
		SP:Iteration 121Q (4880.710000 sec): 3 clusters
  Score: Raw -6807398.916756 + Penalty 3565.106815 = -6803833.809941
  nChanged 49
		SP:Iteration 122Q (4880.830000 sec): 3 clusters
  Score: Raw -6807404.883258 + Penalty 3565.106815 = -6803839.776443
  nChanged 54
		SP:Iteration 123Q (4880.940000 sec): 3 clusters
  Score: Raw -6807411.928151 + Penalty 3565.106815 = -6803846.821336
  nChanged 51
		SP:Iteration 124Q (4881.060000 sec): 3 clusters
  Score: Raw -6807417.677285 + Penalty 3565.106815 = -6803852.570470
  nChanged 43
		SP:Iteration 125Q (4881.170000 sec): 3 clusters
  Score: Raw -6807422.766852 + Penalty 3565.106815 = -6803857.660037
  nChanged 50
		SP:Iteration 126Q (4881.290000 sec): 3 clusters
  Score: Raw -6807428.252572 + Penalty 3565.106815 = -6803863.145757
  nChanged 44
		SP:Iteration 127Q (4881.400000 sec): 3 clusters
  Score: Raw -6807432.851567 + Penalty 3565.106815 = -6803867.744752
  nChanged 35
		SP:Iteration 128Q (4881.520000 sec): 3 clusters
  Score: Raw -6807436.913042 + Penalty 3565.106815 = -6803871.806227
  nChanged 32
		SP:Iteration 129Q (4881.630000 sec): 3 clusters
  Score: Raw -6807440.054563 + Penalty 3565.106815 = -6803874.947748
  nChanged 27
		SP:Iteration 130Q (4881.750000 sec): 3 clusters
  Score: Raw -6807442.704007 + Penalty 3565.106815 = -6803877.597192
  nChanged 35
		SP:Iteration 131Q (4881.860000 sec): 3 clusters
  Score: Raw -6807447.092049 + Penalty 3565.106815 = -6803881.985234
  nChanged 31
		SP:Iteration 132Q (4881.980000 sec): 3 clusters
  Score: Raw -6807450.845040 + Penalty 3565.106815 = -6803885.738224
  nChanged 34
		SP:Iteration 133Q (4882.100000 sec): 3 clusters
  Score: Raw -6807454.897238 + Penalty 3565.106815 = -6803889.790423
  nChanged 31
		SP:Iteration 134Q (4882.210000 sec): 3 clusters
  Score: Raw -6807458.231703 + Penalty 3565.106815 = -6803893.124888
  nChanged 40
		SP:Iteration 135Q (4882.320000 sec): 3 clusters
  Score: Raw -6807463.014054 + Penalty 3565.106815 = -6803897.907239
  nChanged 47
		SP:Iteration 136Q (4882.440000 sec): 3 clusters
  Score: Raw -6807467.565046 + Penalty 3565.106815 = -6803902.458231
  nChanged 36
		SP:Iteration 137Q (4882.560000 sec): 3 clusters
  Score: Raw -6807471.143044 + Penalty 3565.106815 = -6803906.036229
  nChanged 39
		SP:Iteration 138Q (4882.670000 sec): 3 clusters
  Score: Raw -6807475.250867 + Penalty 3565.106815 = -6803910.144051
  nChanged 42
		SP:Iteration 139Q (4882.780000 sec): 3 clusters
  Score: Raw -6807478.878391 + Penalty 3565.106815 = -6803913.771575
  nChanged 40
		SP:Iteration 140F (4882.940000 sec): 3 clusters
  Score: Raw -6807483.127828 + Penalty 3565.106815 = -6803918.021013
  nChanged 36
		SP:Iteration 141Q (4883.050000 sec): 3 clusters
  Score: Raw -6807487.505186 + Penalty 3565.106815 = -6803922.398371
  nChanged 37
		SP:Iteration 142Q (4883.170000 sec): 3 clusters
  Score: Raw -6807492.308855 + Penalty 3565.106815 = -6803927.202040
  nChanged 48
		SP:Iteration 143Q (4883.280000 sec): 3 clusters
  Score: Raw -6807498.390031 + Penalty 3565.106815 = -6803933.283216
  nChanged 51
		SP:Iteration 144Q (4883.400000 sec): 3 clusters
  Score: Raw -6807505.894903 + Penalty 3565.106815 = -6803940.788088
  nChanged 49
		SP:Iteration 145Q (4883.510000 sec): 3 clusters
  Score: Raw -6807511.809893 + Penalty 3565.106815 = -6803946.703078
  nChanged 51
		SP:Iteration 146Q (4883.630000 sec): 3 clusters
  Score: Raw -6807518.648684 + Penalty 3565.106815 = -6803953.541868
  nChanged 41
		SP:Iteration 147Q (4883.740000 sec): 3 clusters
  Score: Raw -6807523.626509 + Penalty 3565.106815 = -6803958.519694
  nChanged 38
		SP:Iteration 148Q (4883.860000 sec): 3 clusters
  Score: Raw -6807528.217557 + Penalty 3565.106815 = -6803963.110741
  nChanged 45
		SP:Iteration 149Q (4883.970000 sec): 3 clusters
  Score: Raw -6807534.265263 + Penalty 3565.106815 = -6803969.158448
  nChanged 44
		SP:Iteration 150Q (4884.080000 sec): 3 clusters
  Score: Raw -6807539.967170 + Penalty 3565.106815 = -6803974.860354
  nChanged 49
		SP:Iteration 151Q (4884.200000 sec): 3 clusters
  Score: Raw -6807546.447162 + Penalty 3565.106815 = -6803981.340347
  nChanged 47
		SP:Iteration 152Q (4884.320000 sec): 3 clusters
  Score: Raw -6807552.786945 + Penalty 3565.106815 = -6803987.680129
  nChanged 45
		SP:Iteration 153Q (4884.430000 sec): 3 clusters
  Score: Raw -6807557.823710 + Penalty 3565.106815 = -6803992.716895
  nChanged 37
		SP:Iteration 154Q (4884.550000 sec): 3 clusters
  Score: Raw -6807562.600406 + Penalty 3565.106815 = -6803997.493591
  nChanged 31
		SP:Iteration 155Q (4884.660000 sec): 3 clusters
  Score: Raw -6807567.863145 + Penalty 3565.106815 = -6804002.756330
  nChanged 41
		SP:Iteration 156Q (4884.780000 sec): 3 clusters
  Score: Raw -6807574.403154 + Penalty 3565.106815 = -6804009.296339
  nChanged 40
		SP:Iteration 157Q (4884.900000 sec): 3 clusters
  Score: Raw -6807580.084562 + Penalty 3565.106815 = -6804014.977746
  nChanged 38
		SP:Iteration 158Q (4885.010000 sec): 3 clusters
  Score: Raw -6807585.024533 + Penalty 3565.106815 = -6804019.917718
  nChanged 46
		SP:Iteration 159Q (4885.130000 sec): 3 clusters
  Score: Raw -6807593.081419 + Penalty 3565.106815 = -6804027.974603
  nChanged 48
		SP:Iteration 160F (4885.280000 sec): 3 clusters
  Score: Raw -6807601.836525 + Penalty 3565.106815 = -6804036.729709
  nChanged 52
		SP:Iteration 161Q (4885.390000 sec): 3 clusters
  Score: Raw -6807611.495490 + Penalty 3565.106815 = -6804046.388675
  nChanged 48
		SP:Iteration 162Q (4885.510000 sec): 3 clusters
  Score: Raw -6807621.617870 + Penalty 3565.106815 = -6804056.511054
  nChanged 57
		SP:Iteration 163Q (4885.620000 sec): 3 clusters
  Score: Raw -6807636.063004 + Penalty 3565.106815 = -6804070.956188
  nChanged 72
		SP:Iteration 164Q (4885.740000 sec): 3 clusters
  Score: Raw -6807653.097711 + Penalty 3565.106815 = -6804087.990895
  nChanged 80
		SP:Iteration 165Q (4885.850000 sec): 3 clusters
  Score: Raw -6807672.028635 + Penalty 3565.106815 = -6804106.921820
  nChanged 82
		SP:Iteration 166Q (4885.960000 sec): 3 clusters
  Score: Raw -6807691.124141 + Penalty 3565.106815 = -6804126.017326
  nChanged 68
		SP:Iteration 167Q (4886.080000 sec): 3 clusters
  Score: Raw -6807705.046231 + Penalty 3565.106815 = -6804139.939416
  nChanged 56
		SP:Iteration 168Q (4886.190000 sec): 3 clusters
  Score: Raw -6807715.113176 + Penalty 3565.106815 = -6804150.006361
  nChanged 42
		SP:Iteration 169Q (4886.300000 sec): 3 clusters
  Score: Raw -6807722.494247 + Penalty 3565.106815 = -6804157.387431
  nChanged 43
		SP:Iteration 170Q (4886.420000 sec): 3 clusters
  Score: Raw -6807729.337625 + Penalty 3565.106815 = -6804164.230810
  nChanged 41
		SP:Iteration 171Q (4886.530000 sec): 3 clusters
  Score: Raw -6807735.704904 + Penalty 3565.106815 = -6804170.598089
  nChanged 39
		SP:Iteration 172Q (4886.640000 sec): 3 clusters
  Score: Raw -6807740.908097 + Penalty 3565.106815 = -6804175.801281
  nChanged 22
		SP:Iteration 173Q (4886.750000 sec): 3 clusters
  Score: Raw -6807743.635993 + Penalty 3565.106815 = -6804178.529178
  nChanged 18
		SP:Iteration 174Q (4886.860000 sec): 3 clusters
  Score: Raw -6807745.512653 + Penalty 3565.106815 = -6804180.405838
  nChanged 16
		SP:Iteration 175Q (4886.980000 sec): 3 clusters
  Score: Raw -6807747.565372 + Penalty 3565.106815 = -6804182.458557
  nChanged 12
		SP:Iteration 176Q (4887.090000 sec): 3 clusters
  Score: Raw -6807748.879114 + Penalty 3565.106815 = -6804183.772299
  nChanged 11
		SP:Iteration 177Q (4887.200000 sec): 3 clusters
  Score: Raw -6807750.129730 + Penalty 3565.106815 = -6804185.022915
  nChanged 12
		SP:Iteration 178Q (4887.320000 sec): 3 clusters
  Score: Raw -6807751.507797 + Penalty 3565.106815 = -6804186.400982
  nChanged 14
		SP:Iteration 179Q (4887.430000 sec): 3 clusters
  Score: Raw -6807753.814807 + Penalty 3565.106815 = -6804188.707992
  nChanged 13
		SP:Iteration 180F (4887.580000 sec): 3 clusters
  Score: Raw -6807755.851591 + Penalty 3565.106815 = -6804190.744775
  nChanged 15
		SP:Iteration 181Q (4887.690000 sec): 3 clusters
  Score: Raw -6807757.900200 + Penalty 3565.106815 = -6804192.793384
  nChanged 11
		SP:Iteration 182Q (4887.800000 sec): 3 clusters
  Score: Raw -6807759.526249 + Penalty 3565.106815 = -6804194.419434
  nChanged 11
		SP:Iteration 183Q (4887.910000 sec): 3 clusters
  Score: Raw -6807760.618468 + Penalty 3565.106815 = -6804195.511653
  nChanged 9
		SP:Iteration 184Q (4888.020000 sec): 3 clusters
  Score: Raw -6807761.646686 + Penalty 3565.106815 = -6804196.539870
  nChanged 8
		SP:Iteration 185Q (4888.140000 sec): 3 clusters
  Score: Raw -6807762.780459 + Penalty 3565.106815 = -6804197.673644
  nChanged 9
		SP:Iteration 186Q (4888.250000 sec): 3 clusters
  Score: Raw -6807763.828631 + Penalty 3565.106815 = -6804198.721816
  nChanged 8
		SP:Iteration 187Q (4888.360000 sec): 3 clusters
  Score: Raw -6807765.357954 + Penalty 3565.106815 = -6804200.251139
  nChanged 17
		SP:Iteration 188Q (4888.470000 sec): 3 clusters
  Score: Raw -6807767.284882 + Penalty 3565.106815 = -6804202.178066
  nChanged 19
		SP:Iteration 189Q (4888.580000 sec): 3 clusters
  Score: Raw -6807769.937628 + Penalty 3565.106815 = -6804204.830813
  nChanged 18
		SP:Iteration 190Q (4888.690000 sec): 3 clusters
  Score: Raw -6807772.690822 + Penalty 3565.106815 = -6804207.584006
  nChanged 22
		SP:Iteration 191Q (4888.800000 sec): 3 clusters
  Score: Raw -6807776.153977 + Penalty 3565.106815 = -6804211.047162
  nChanged 24
		SP:Iteration 192Q (4888.910000 sec): 3 clusters
  Score: Raw -6807780.676331 + Penalty 3565.106815 = -6804215.569516
  nChanged 31
		SP:Iteration 193Q (4889.020000 sec): 3 clusters
  Score: Raw -6807785.542649 + Penalty 3565.106815 = -6804220.435833
  nChanged 25
		SP:Iteration 194Q (4889.130000 sec): 3 clusters
  Score: Raw -6807790.566071 + Penalty 3565.106815 = -6804225.459256
  nChanged 21
		SP:Iteration 195Q (4889.240000 sec): 3 clusters
  Score: Raw -6807794.650577 + Penalty 3565.106815 = -6804229.543762
  nChanged 25
		SP:Iteration 196Q (4889.360000 sec): 3 clusters
  Score: Raw -6807798.620209 + Penalty 3565.106815 = -6804233.513394
  nChanged 19
		SP:Iteration 197Q (4889.470000 sec): 3 clusters
  Score: Raw -6807800.964555 + Penalty 3565.106815 = -6804235.857739
  nChanged 12
		SP:Iteration 198Q (4889.580000 sec): 3 clusters
  Score: Raw -6807802.291633 + Penalty 3565.106815 = -6804237.184818
  nChanged 11
		SP:Iteration 199Q (4889.690000 sec): 3 clusters
  Score: Raw -6807803.919600 + Penalty 3565.106815 = -6804238.812784
  nChanged 15
		SP:Iteration 200F (4889.840000 sec): 3 clusters
  Score: Raw -6807806.334957 + Penalty 3565.106815 = -6804241.228142
  nChanged 15
		SP:Iteration 201Q (4889.950000 sec): 3 clusters
  Score: Raw -6807808.603375 + Penalty 3565.106815 = -6804243.496559
  nChanged 15
		SP:Iteration 202Q (4890.060000 sec): 3 clusters
  Score: Raw -6807810.411880 + Penalty 3565.106815 = -6804245.305064
  nChanged 16
		SP:Iteration 203Q (4890.180000 sec): 3 clusters
  Score: Raw -6807812.407402 + Penalty 3565.106815 = -6804247.300586
  nChanged 13
		SP:Iteration 204Q (4890.290000 sec): 3 clusters
  Score: Raw -6807814.674529 + Penalty 3565.106815 = -6804249.567714
  nChanged 16
		SP:Iteration 205Q (4890.400000 sec): 3 clusters
  Score: Raw -6807817.528310 + Penalty 3565.106815 = -6804252.421494
  nChanged 19
		SP:Iteration 206Q (4890.510000 sec): 3 clusters
  Score: Raw -6807820.106953 + Penalty 3565.106815 = -6804255.000138
  nChanged 19
		SP:Iteration 207Q (4890.610000 sec): 3 clusters
  Score: Raw -6807822.481022 + Penalty 3565.106815 = -6804257.374207
  nChanged 11
		SP:Iteration 208Q (4890.720000 sec): 3 clusters
  Score: Raw -6807824.263312 + Penalty 3565.106815 = -6804259.156496
  nChanged 13
		SP:Iteration 209Q (4890.820000 sec): 3 clusters
  Score: Raw -6807826.593381 + Penalty 3565.106815 = -6804261.486565
  nChanged 14
		SP:Iteration 210Q (4890.930000 sec): 3 clusters
  Score: Raw -6807828.458211 + Penalty 3565.106815 = -6804263.351396
  nChanged 10
		SP:Iteration 211Q (4891.040000 sec): 3 clusters
  Score: Raw -6807829.907432 + Penalty 3565.106815 = -6804264.800617
  nChanged 9
		SP:Iteration 212Q (4891.150000 sec): 3 clusters
  Score: Raw -6807830.822757 + Penalty 3565.106815 = -6804265.715941
  nChanged 4
		SP:Iteration 213Q (4891.260000 sec): 3 clusters
  Score: Raw -6807831.381975 + Penalty 3565.106815 = -6804266.275160
  nChanged 3
		SP:Iteration 214Q (4891.370000 sec): 3 clusters
  Score: Raw -6807831.967534 + Penalty 3565.106815 = -6804266.860719
  nChanged 5
		SP:Iteration 215Q (4891.480000 sec): 3 clusters
  Score: Raw -6807832.672998 + Penalty 3565.106815 = -6804267.566183
  nChanged 3
		SP:Iteration 216Q (4891.580000 sec): 3 clusters
  Score: Raw -6807833.167110 + Penalty 3565.106815 = -6804268.060295
  nChanged 4
		SP:Iteration 217Q (4891.700000 sec): 3 clusters
  Score: Raw -6807833.632525 + Penalty 3565.106815 = -6804268.525710
  nChanged 2
		SP:Iteration 218Q (4891.800000 sec): 3 clusters
  Score: Raw -6807833.949118 + Penalty 3565.106815 = -6804268.842302
  nChanged 3
		SP:Iteration 219Q (4891.910000 sec): 3 clusters
  Score: Raw -6807834.411539 + Penalty 3565.106815 = -6804269.304724
  nChanged 7
		SP:Iteration 220F (4892.060000 sec): 3 clusters
  Score: Raw -6807835.214288 + Penalty 3565.106815 = -6804270.107473
  nChanged 5
		SP:Iteration 221Q (4892.170000 sec): 3 clusters
  Score: Raw -6807836.040995 + Penalty 3565.106815 = -6804270.934180
  nChanged 5
		SP:Iteration 222Q (4892.280000 sec): 3 clusters
  Score: Raw -6807836.811426 + Penalty 3565.106815 = -6804271.704611
  nChanged 5
		SP:Iteration 223Q (4892.390000 sec): 3 clusters
  Score: Raw -6807838.200173 + Penalty 3565.106815 = -6804273.093358
  nChanged 8
		SP:Iteration 224Q (4892.500000 sec): 3 clusters
  Score: Raw -6807840.184072 + Penalty 3565.106815 = -6804275.077257
  nChanged 7
		SP:Iteration 225Q (4892.610000 sec): 3 clusters
  Score: Raw -6807841.075387 + Penalty 3565.106815 = -6804275.968572
  nChanged 3
		SP:Iteration 226Q (4892.720000 sec): 3 clusters
  Score: Raw -6807841.425746 + Penalty 3565.106815 = -6804276.318931
  nChanged 2
		SP:Iteration 227Q (4892.830000 sec): 3 clusters
  Score: Raw -6807841.708919 + Penalty 3565.106815 = -6804276.602104
  nChanged 0
		SP:Iteration 228F (4892.980000 sec): 3 clusters
  Score: Raw -6807841.708919 + Penalty 3565.106815 = -6804276.602104
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (8647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4893.040000 sec): 2 clusters
  Score: Raw -1017550.246320 + Penalty 1473.057254 = -1016077.189066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4893.060000 sec): 3 clusters
  Score: Raw -1012725.060125 + Penalty 2946.114509 = -1009778.945616
  nChanged 3647
		SP:Iteration 1F (4893.080000 sec): 3 clusters
  Score: Raw -1014589.745316 + Penalty 2946.114509 = -1011643.630807
  nChanged 525
		SP:Iteration 2F (4893.100000 sec): 3 clusters
  Score: Raw -1014808.327580 + Penalty 2946.114509 = -1011862.213072
  nChanged 439
		SP:Iteration 3F (4893.130000 sec): 3 clusters
  Score: Raw -1014972.805461 + Penalty 2946.114509 = -1012026.690952
  nChanged 361
		SP:Iteration 4Q (4893.150000 sec): 3 clusters
  Score: Raw -1015101.323777 + Penalty 2946.114509 = -1012155.209268
  nChanged 280
		SP:Iteration 5Q (4893.170000 sec): 3 clusters
  Score: Raw -1015205.803299 + Penalty 2946.114509 = -1012259.688791
  nChanged 270
		SP:Iteration 6Q (4893.190000 sec): 3 clusters
  Score: Raw -1015303.877792 + Penalty 2946.114509 = -1012357.763283
  nChanged 269
		SP:Iteration 7Q (4893.210000 sec): 3 clusters
  Score: Raw -1015406.987996 + Penalty 2946.114509 = -1012460.873488
  nChanged 276
		SP:Iteration 8Q (4893.240000 sec): 3 clusters
  Score: Raw -1015537.158091 + Penalty 2946.114509 = -1012591.043582
  nChanged 343
		SP:Iteration 9Q (4893.260000 sec): 3 clusters
  Score: Raw -1015720.073018 + Penalty 2946.114509 = -1012773.958510
  nChanged 391
		SP:Iteration 10Q (4893.280000 sec): 3 clusters
  Score: Raw -1015949.869747 + Penalty 2946.114509 = -1013003.755239
  nChanged 415
		SP:Iteration 11Q (4893.300000 sec): 3 clusters
  Score: Raw -1016216.167998 + Penalty 2946.114509 = -1013270.053489
  nChanged 419
		SP:Iteration 12Q (4893.320000 sec): 3 clusters
  Score: Raw -1016513.799412 + Penalty 2946.114509 = -1013567.684903
  nChanged 423
		SP:Iteration 13Q (4893.340000 sec): 3 clusters
  Score: Raw -1016829.172411 + Penalty 2946.114509 = -1013883.057902
  nChanged 345
		SP:Iteration 14Q (4893.360000 sec): 3 clusters
  Score: Raw -1017104.440566 + Penalty 2946.114509 = -1014158.326057
  nChanged 257
		SP:Iteration 15Q (4893.380000 sec): 3 clusters
  Score: Raw -1017307.021475 + Penalty 2946.114509 = -1014360.906967
  nChanged 187
		SP:Iteration 16Q (4893.400000 sec): 3 clusters
  Score: Raw -1017467.416677 + Penalty 2946.114509 = -1014521.302169
  nChanged 139
		SP:Iteration 17Q (4893.420000 sec): 3 clusters
  Score: Raw -1017587.070462 + Penalty 2946.114509 = -1014640.955954
  nChanged 96
		SP:Iteration 18Q (4893.440000 sec): 3 clusters
  Score: Raw -1017662.548190 + Penalty 2946.114509 = -1014716.433682
  nChanged 75
		SP:Iteration 19Q (4893.460000 sec): 3 clusters
  Score: Raw -1017711.838294 + Penalty 2946.114509 = -1014765.723786
  nChanged 42
		SP:Iteration 20F (4893.480000 sec): 3 clusters
  Score: Raw -1017740.042005 + Penalty 2946.114509 = -1014793.927497
  nChanged 32
		SP:Iteration 21Q (4893.500000 sec): 3 clusters
  Score: Raw -1017758.972649 + Penalty 2946.114509 = -1014812.858140
  nChanged 27
		SP:Iteration 22Q (4893.510000 sec): 3 clusters
  Score: Raw -1017775.821556 + Penalty 2946.114509 = -1014829.707048
  nChanged 20
		SP:Iteration 23Q (4893.530000 sec): 3 clusters
  Score: Raw -1017787.767214 + Penalty 2946.114509 = -1014841.652705
  nChanged 18
		SP:Iteration 24Q (4893.540000 sec): 3 clusters
  Score: Raw -1017798.277809 + Penalty 2946.114509 = -1014852.163300
  nChanged 12
		SP:Iteration 25Q (4893.560000 sec): 3 clusters
  Score: Raw -1017806.453267 + Penalty 2946.114509 = -1014860.338759
  nChanged 18
		SP:Iteration 26Q (4893.580000 sec): 3 clusters
  Score: Raw -1017816.702468 + Penalty 2946.114509 = -1014870.587959
  nChanged 15
		SP:Iteration 27Q (4893.590000 sec): 3 clusters
  Score: Raw -1017825.009389 + Penalty 2946.114509 = -1014878.894881
  nChanged 12
		SP:Iteration 28Q (4893.610000 sec): 3 clusters
  Score: Raw -1017833.121000 + Penalty 2946.114509 = -1014887.006491
  nChanged 10
		SP:Iteration 29Q (4893.620000 sec): 3 clusters
  Score: Raw -1017839.938888 + Penalty 2946.114509 = -1014893.824379
  nChanged 8
		SP:Iteration 30Q (4893.640000 sec): 3 clusters
  Score: Raw -1017846.068639 + Penalty 2946.114509 = -1014899.954130
  nChanged 9
		SP:Iteration 31Q (4893.660000 sec): 3 clusters
  Score: Raw -1017849.550121 + Penalty 2946.114509 = -1014903.435613
  nChanged 5
		SP:Iteration 32Q (4893.670000 sec): 3 clusters
  Score: Raw -1017852.497599 + Penalty 2946.114509 = -1014906.383091
  nChanged 3
		SP:Iteration 33Q (4893.690000 sec): 3 clusters
  Score: Raw -1017856.508564 + Penalty 2946.114509 = -1014910.394056
  nChanged 6
		SP:Iteration 34Q (4893.700000 sec): 3 clusters
  Score: Raw -1017862.248280 + Penalty 2946.114509 = -1014916.133772
  nChanged 7
		SP:Iteration 35Q (4893.720000 sec): 3 clusters
  Score: Raw -1017865.905956 + Penalty 2946.114509 = -1014919.791447
  nChanged 4
		SP:Iteration 36Q (4893.740000 sec): 3 clusters
  Score: Raw -1017867.927375 + Penalty 2946.114509 = -1014921.812867
  nChanged 4
		SP:Iteration 37Q (4893.750000 sec): 3 clusters
  Score: Raw -1017870.952304 + Penalty 2946.114509 = -1014924.837795
  nChanged 5
		SP:Iteration 38Q (4893.770000 sec): 3 clusters
  Score: Raw -1017873.851621 + Penalty 2946.114509 = -1014927.737112
  nChanged 4
		SP:Iteration 39Q (4893.780000 sec): 3 clusters
  Score: Raw -1017876.205001 + Penalty 2946.114509 = -1014930.090492
  nChanged 5
		SP:Iteration 40F (4893.800000 sec): 3 clusters
  Score: Raw -1017878.856062 + Penalty 2946.114509 = -1014932.741553
  nChanged 1
		SP:Iteration 41Q (4893.820000 sec): 3 clusters
  Score: Raw -1017879.528910 + Penalty 2946.114509 = -1014933.414402
  nChanged 1
		SP:Iteration 42Q (4893.840000 sec): 3 clusters
  Score: Raw -1017880.272883 + Penalty 2946.114509 = -1014934.158375
  nChanged 1
		SP:Iteration 43Q (4893.850000 sec): 3 clusters
  Score: Raw -1017880.812652 + Penalty 2946.114509 = -1014934.698144
  nChanged 2
		SP:Iteration 44Q (4893.870000 sec): 3 clusters
  Score: Raw -1017881.849831 + Penalty 2946.114509 = -1014935.735322
  nChanged 2
		SP:Iteration 45Q (4893.880000 sec): 3 clusters
  Score: Raw -1017882.743860 + Penalty 2946.114509 = -1014936.629351
  nChanged 3
		SP:Iteration 46Q (4893.900000 sec): 3 clusters
  Score: Raw -1017884.286324 + Penalty 2946.114509 = -1014938.171815
  nChanged 2
		SP:Iteration 47Q (4893.910000 sec): 3 clusters
  Score: Raw -1017885.619786 + Penalty 2946.114509 = -1014939.505278
  nChanged 2
		SP:Iteration 48Q (4893.930000 sec): 3 clusters
  Score: Raw -1017886.777897 + Penalty 2946.114509 = -1014940.663389
  nChanged 4
		SP:Iteration 49Q (4893.940000 sec): 3 clusters
  Score: Raw -1017888.878875 + Penalty 2946.114509 = -1014942.764366
  nChanged 1
		SP:Iteration 50Q (4893.960000 sec): 3 clusters
  Score: Raw -1017889.419863 + Penalty 2946.114509 = -1014943.305354
  nChanged 1
		SP:Iteration 51Q (4893.980000 sec): 3 clusters
  Score: Raw -1017889.628491 + Penalty 2946.114509 = -1014943.513982
  nChanged 1
		SP:Iteration 52Q (4893.990000 sec): 3 clusters
  Score: Raw -1017890.104030 + Penalty 2946.114509 = -1014943.989522
  nChanged 0
		SP:Iteration 53F (4894.010000 sec): 3 clusters
  Score: Raw -1017890.104030 + Penalty 2946.114509 = -1014943.989522
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (7439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4894.040000 sec): 2 clusters
  Score: Raw -870116.161468 + Penalty 1448.604903 = -868667.556565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4894.050000 sec): 3 clusters
  Score: Raw -865969.427893 + Penalty 2897.209806 = -863072.218087
  nChanged 3202
		SP:Iteration 1F (4894.070000 sec): 3 clusters
  Score: Raw -867690.269433 + Penalty 2897.209806 = -864793.059627
  nChanged 493
		SP:Iteration 2F (4894.090000 sec): 3 clusters
  Score: Raw -867967.261454 + Penalty 2897.209806 = -865070.051648
  nChanged 442
		SP:Iteration 3F (4894.110000 sec): 3 clusters
  Score: Raw -868175.758077 + Penalty 2897.209806 = -865278.548271
  nChanged 368
		SP:Iteration 4Q (4894.130000 sec): 3 clusters
  Score: Raw -868338.508914 + Penalty 2897.209806 = -865441.299109
  nChanged 291
		SP:Iteration 5Q (4894.140000 sec): 3 clusters
  Score: Raw -868474.664295 + Penalty 2897.209806 = -865577.454490
  nChanged 274
		SP:Iteration 6Q (4894.160000 sec): 3 clusters
  Score: Raw -868600.942080 + Penalty 2897.209806 = -865703.732274
  nChanged 246
		SP:Iteration 7Q (4894.180000 sec): 3 clusters
  Score: Raw -868722.401384 + Penalty 2897.209806 = -865825.191579
  nChanged 250
		SP:Iteration 8Q (4894.200000 sec): 3 clusters
  Score: Raw -868843.975800 + Penalty 2897.209806 = -865946.765994
  nChanged 240
		SP:Iteration 9Q (4894.220000 sec): 3 clusters
  Score: Raw -868962.279836 + Penalty 2897.209806 = -866065.070030
  nChanged 218
		SP:Iteration 10Q (4894.240000 sec): 3 clusters
  Score: Raw -869067.139768 + Penalty 2897.209806 = -866169.929962
  nChanged 201
		SP:Iteration 11Q (4894.260000 sec): 3 clusters
  Score: Raw -869166.528309 + Penalty 2897.209806 = -866269.318503
  nChanged 187
		SP:Iteration 12Q (4894.270000 sec): 3 clusters
  Score: Raw -869266.871115 + Penalty 2897.209806 = -866369.661309
  nChanged 196
		SP:Iteration 13Q (4894.290000 sec): 3 clusters
  Score: Raw -869380.151597 + Penalty 2897.209806 = -866482.941791
  nChanged 188
		SP:Iteration 14Q (4894.310000 sec): 3 clusters
  Score: Raw -869478.392282 + Penalty 2897.209806 = -866581.182476
  nChanged 178
		SP:Iteration 15Q (4894.330000 sec): 3 clusters
  Score: Raw -869555.782691 + Penalty 2897.209806 = -866658.572885
  nChanged 135
		SP:Iteration 16Q (4894.340000 sec): 3 clusters
  Score: Raw -869611.650326 + Penalty 2897.209806 = -866714.440520
  nChanged 134
		SP:Iteration 17Q (4894.360000 sec): 3 clusters
  Score: Raw -869672.960269 + Penalty 2897.209806 = -866775.750463
  nChanged 131
		SP:Iteration 18Q (4894.380000 sec): 3 clusters
  Score: Raw -869727.289349 + Penalty 2897.209806 = -866830.079543
  nChanged 103
		SP:Iteration 19Q (4894.400000 sec): 3 clusters
  Score: Raw -869765.158395 + Penalty 2897.209806 = -866867.948589
  nChanged 86
		SP:Iteration 20F (4894.420000 sec): 3 clusters
  Score: Raw -869798.664726 + Penalty 2897.209806 = -866901.454921
  nChanged 84
		SP:Iteration 21Q (4894.430000 sec): 3 clusters
  Score: Raw -869831.722864 + Penalty 2897.209806 = -866934.513058
  nChanged 82
		SP:Iteration 22Q (4894.450000 sec): 3 clusters
  Score: Raw -869862.207315 + Penalty 2897.209806 = -866964.997509
  nChanged 68
		SP:Iteration 23Q (4894.460000 sec): 3 clusters
  Score: Raw -869884.840422 + Penalty 2897.209806 = -866987.630616
  nChanged 75
		SP:Iteration 24Q (4894.480000 sec): 3 clusters
  Score: Raw -869912.239802 + Penalty 2897.209806 = -867015.029996
  nChanged 71
		SP:Iteration 25Q (4894.500000 sec): 3 clusters
  Score: Raw -869934.616934 + Penalty 2897.209806 = -867037.407129
  nChanged 51
		SP:Iteration 26Q (4894.520000 sec): 3 clusters
  Score: Raw -869949.296260 + Penalty 2897.209806 = -867052.086454
  nChanged 45
		SP:Iteration 27Q (4894.530000 sec): 3 clusters
  Score: Raw -869961.969813 + Penalty 2897.209806 = -867064.760007
  nChanged 43
		SP:Iteration 28Q (4894.550000 sec): 3 clusters
  Score: Raw -869972.552057 + Penalty 2897.209806 = -867075.342251
  nChanged 34
		SP:Iteration 29Q (4894.570000 sec): 3 clusters
  Score: Raw -869979.573542 + Penalty 2897.209806 = -867082.363737
  nChanged 33
		SP:Iteration 30Q (4894.580000 sec): 3 clusters
  Score: Raw -869987.028647 + Penalty 2897.209806 = -867089.818842
  nChanged 32
		SP:Iteration 31Q (4894.600000 sec): 3 clusters
  Score: Raw -869996.406836 + Penalty 2897.209806 = -867099.197030
  nChanged 36
		SP:Iteration 32Q (4894.620000 sec): 3 clusters
  Score: Raw -870006.327318 + Penalty 2897.209806 = -867109.117512
  nChanged 35
		SP:Iteration 33Q (4894.630000 sec): 3 clusters
  Score: Raw -870014.532549 + Penalty 2897.209806 = -867117.322743
  nChanged 28
		SP:Iteration 34Q (4894.650000 sec): 3 clusters
  Score: Raw -870021.239899 + Penalty 2897.209806 = -867124.030093
  nChanged 26
		SP:Iteration 35Q (4894.670000 sec): 3 clusters
  Score: Raw -870028.158805 + Penalty 2897.209806 = -867130.948999
  nChanged 28
		SP:Iteration 36Q (4894.680000 sec): 3 clusters
  Score: Raw -870034.091190 + Penalty 2897.209806 = -867136.881384
  nChanged 26
		SP:Iteration 37Q (4894.700000 sec): 3 clusters
  Score: Raw -870038.954658 + Penalty 2897.209806 = -867141.744853
  nChanged 21
		SP:Iteration 38Q (4894.720000 sec): 3 clusters
  Score: Raw -870042.829831 + Penalty 2897.209806 = -867145.620025
  nChanged 18
		SP:Iteration 39Q (4894.730000 sec): 3 clusters
  Score: Raw -870046.305609 + Penalty 2897.209806 = -867149.095803
  nChanged 17
		SP:Iteration 40F (4894.750000 sec): 3 clusters
  Score: Raw -870051.160155 + Penalty 2897.209806 = -867153.950349
  nChanged 26
		SP:Iteration 41Q (4894.770000 sec): 3 clusters
  Score: Raw -870056.366752 + Penalty 2897.209806 = -867159.156946
  nChanged 19
		SP:Iteration 42Q (4894.780000 sec): 3 clusters
  Score: Raw -870059.921592 + Penalty 2897.209806 = -867162.711786
  nChanged 17
		SP:Iteration 43Q (4894.800000 sec): 3 clusters
  Score: Raw -870063.830663 + Penalty 2897.209806 = -867166.620857
  nChanged 23
		SP:Iteration 44Q (4894.820000 sec): 3 clusters
  Score: Raw -870069.511103 + Penalty 2897.209806 = -867172.301298
  nChanged 25
		SP:Iteration 45Q (4894.840000 sec): 3 clusters
  Score: Raw -870075.908279 + Penalty 2897.209806 = -867178.698473
  nChanged 28
		SP:Iteration 46Q (4894.850000 sec): 3 clusters
  Score: Raw -870083.542957 + Penalty 2897.209806 = -867186.333151
  nChanged 25
		SP:Iteration 47Q (4894.870000 sec): 3 clusters
  Score: Raw -870091.478191 + Penalty 2897.209806 = -867194.268385
  nChanged 20
		SP:Iteration 48Q (4894.880000 sec): 3 clusters
  Score: Raw -870096.649185 + Penalty 2897.209806 = -867199.439379
  nChanged 20
		SP:Iteration 49Q (4894.900000 sec): 3 clusters
  Score: Raw -870100.382756 + Penalty 2897.209806 = -867203.172950
  nChanged 13
		SP:Iteration 50Q (4894.920000 sec): 3 clusters
  Score: Raw -870102.543160 + Penalty 2897.209806 = -867205.333354
  nChanged 10
		SP:Iteration 51Q (4894.940000 sec): 3 clusters
  Score: Raw -870104.124428 + Penalty 2897.209806 = -867206.914622
  nChanged 8
		SP:Iteration 52Q (4894.950000 sec): 3 clusters
  Score: Raw -870105.275221 + Penalty 2897.209806 = -867208.065415
  nChanged 8
		SP:Iteration 53Q (4894.970000 sec): 3 clusters
  Score: Raw -870107.711576 + Penalty 2897.209806 = -867210.501770
  nChanged 13
		SP:Iteration 54Q (4894.980000 sec): 3 clusters
  Score: Raw -870111.491032 + Penalty 2897.209806 = -867214.281226
  nChanged 17
		SP:Iteration 55Q (4895.000000 sec): 3 clusters
  Score: Raw -870115.617254 + Penalty 2897.209806 = -867218.407448
  nChanged 23
		SP:Iteration 56Q (4895.020000 sec): 3 clusters
  Score: Raw -870121.165198 + Penalty 2897.209806 = -867223.955392
  nChanged 16
		SP:Iteration 57Q (4895.030000 sec): 3 clusters
  Score: Raw -870125.790700 + Penalty 2897.209806 = -867228.580894
  nChanged 21
		SP:Iteration 58Q (4895.050000 sec): 3 clusters
  Score: Raw -870132.186322 + Penalty 2897.209806 = -867234.976516
  nChanged 18
		SP:Iteration 59Q (4895.070000 sec): 3 clusters
  Score: Raw -870135.901135 + Penalty 2897.209806 = -867238.691330
  nChanged 18
		SP:Iteration 60F (4895.080000 sec): 3 clusters
  Score: Raw -870139.813748 + Penalty 2897.209806 = -867242.603942
  nChanged 13
		SP:Iteration 61Q (4895.100000 sec): 3 clusters
  Score: Raw -870143.123253 + Penalty 2897.209806 = -867245.913447
  nChanged 16
		SP:Iteration 62Q (4895.120000 sec): 3 clusters
  Score: Raw -870147.943929 + Penalty 2897.209806 = -867250.734124
  nChanged 25
		SP:Iteration 63Q (4895.130000 sec): 3 clusters
  Score: Raw -870153.916050 + Penalty 2897.209806 = -867256.706244
  nChanged 22
		SP:Iteration 64Q (4895.150000 sec): 3 clusters
  Score: Raw -870159.870329 + Penalty 2897.209806 = -867262.660523
  nChanged 22
		SP:Iteration 65Q (4895.160000 sec): 3 clusters
  Score: Raw -870164.669680 + Penalty 2897.209806 = -867267.459874
  nChanged 15
		SP:Iteration 66Q (4895.180000 sec): 3 clusters
  Score: Raw -870168.181764 + Penalty 2897.209806 = -867270.971958
  nChanged 11
		SP:Iteration 67Q (4895.200000 sec): 3 clusters
  Score: Raw -870170.874531 + Penalty 2897.209806 = -867273.664725
  nChanged 10
		SP:Iteration 68Q (4895.210000 sec): 3 clusters
  Score: Raw -870174.002687 + Penalty 2897.209806 = -867276.792881
  nChanged 16
		SP:Iteration 69Q (4895.230000 sec): 3 clusters
  Score: Raw -870178.323875 + Penalty 2897.209806 = -867281.114070
  nChanged 16
		SP:Iteration 70Q (4895.240000 sec): 3 clusters
  Score: Raw -870181.163659 + Penalty 2897.209806 = -867283.953853
  nChanged 10
		SP:Iteration 71Q (4895.260000 sec): 3 clusters
  Score: Raw -870183.287397 + Penalty 2897.209806 = -867286.077591
  nChanged 8
		SP:Iteration 72Q (4895.280000 sec): 3 clusters
  Score: Raw -870185.724845 + Penalty 2897.209806 = -867288.515040
  nChanged 14
		SP:Iteration 73Q (4895.290000 sec): 3 clusters
  Score: Raw -870188.515814 + Penalty 2897.209806 = -867291.306008
  nChanged 8
		SP:Iteration 74Q (4895.310000 sec): 3 clusters
  Score: Raw -870189.951043 + Penalty 2897.209806 = -867292.741237
  nChanged 9
		SP:Iteration 75Q (4895.320000 sec): 3 clusters
  Score: Raw -870191.633721 + Penalty 2897.209806 = -867294.423915
  nChanged 7
		SP:Iteration 76Q (4895.340000 sec): 3 clusters
  Score: Raw -870193.339570 + Penalty 2897.209806 = -867296.129764
  nChanged 8
		SP:Iteration 77Q (4895.360000 sec): 3 clusters
  Score: Raw -870195.898370 + Penalty 2897.209806 = -867298.688564
  nChanged 12
		SP:Iteration 78Q (4895.370000 sec): 3 clusters
  Score: Raw -870199.396072 + Penalty 2897.209806 = -867302.186266
  nChanged 11
		SP:Iteration 79Q (4895.390000 sec): 3 clusters
  Score: Raw -870201.998914 + Penalty 2897.209806 = -867304.789108
  nChanged 12
		SP:Iteration 80F (4895.410000 sec): 3 clusters
  Score: Raw -870204.630431 + Penalty 2897.209806 = -867307.420625
  nChanged 13
		SP:Iteration 81Q (4895.420000 sec): 3 clusters
  Score: Raw -870208.186522 + Penalty 2897.209806 = -867310.976716
  nChanged 20
		SP:Iteration 82Q (4895.450000 sec): 3 clusters
  Score: Raw -870213.770552 + Penalty 2897.209806 = -867316.560746
  nChanged 19
		SP:Iteration 83Q (4895.460000 sec): 3 clusters
  Score: Raw -870219.441566 + Penalty 2897.209806 = -867322.231760
  nChanged 14
		SP:Iteration 84Q (4895.470000 sec): 3 clusters
  Score: Raw -870223.191005 + Penalty 2897.209806 = -867325.981199
  nChanged 12
		SP:Iteration 85Q (4895.490000 sec): 3 clusters
  Score: Raw -870226.726022 + Penalty 2897.209806 = -867329.516217
  nChanged 12
		SP:Iteration 86Q (4895.510000 sec): 3 clusters
  Score: Raw -870229.872350 + Penalty 2897.209806 = -867332.662545
  nChanged 7
		SP:Iteration 87Q (4895.520000 sec): 3 clusters
  Score: Raw -870231.326559 + Penalty 2897.209806 = -867334.116753
  nChanged 4
		SP:Iteration 88Q (4895.540000 sec): 3 clusters
  Score: Raw -870231.904812 + Penalty 2897.209806 = -867334.695006
  nChanged 4
		SP:Iteration 89Q (4895.550000 sec): 3 clusters
  Score: Raw -870233.092164 + Penalty 2897.209806 = -867335.882358
  nChanged 9
		SP:Iteration 90Q (4895.570000 sec): 3 clusters
  Score: Raw -870234.368451 + Penalty 2897.209806 = -867337.158646
  nChanged 4
		SP:Iteration 91Q (4895.590000 sec): 3 clusters
  Score: Raw -870235.199829 + Penalty 2897.209806 = -867337.990023
  nChanged 6
		SP:Iteration 92Q (4895.600000 sec): 3 clusters
  Score: Raw -870236.876004 + Penalty 2897.209806 = -867339.666198
  nChanged 6
		SP:Iteration 93Q (4895.620000 sec): 3 clusters
  Score: Raw -870237.928086 + Penalty 2897.209806 = -867340.718281
  nChanged 4
		SP:Iteration 94Q (4895.630000 sec): 3 clusters
  Score: Raw -870238.692886 + Penalty 2897.209806 = -867341.483080
  nChanged 4
		SP:Iteration 95Q (4895.650000 sec): 3 clusters
  Score: Raw -870239.393570 + Penalty 2897.209806 = -867342.183764
  nChanged 6
		SP:Iteration 96Q (4895.670000 sec): 3 clusters
  Score: Raw -870240.826086 + Penalty 2897.209806 = -867343.616280
  nChanged 5
		SP:Iteration 97Q (4895.680000 sec): 3 clusters
  Score: Raw -870241.740482 + Penalty 2897.209806 = -867344.530676
  nChanged 4
		SP:Iteration 98Q (4895.690000 sec): 3 clusters
  Score: Raw -870242.383065 + Penalty 2897.209806 = -867345.173259
  nChanged 3
		SP:Iteration 99Q (4895.710000 sec): 3 clusters
  Score: Raw -870243.016799 + Penalty 2897.209806 = -867345.806993
  nChanged 3
		SP:Iteration 100F (4895.730000 sec): 3 clusters
  Score: Raw -870243.755816 + Penalty 2897.209806 = -867346.546010
  nChanged 3
		SP:Iteration 101Q (4895.750000 sec): 3 clusters
  Score: Raw -870244.423276 + Penalty 2897.209806 = -867347.213470
  nChanged 3
		SP:Iteration 102Q (4895.760000 sec): 3 clusters
  Score: Raw -870244.955482 + Penalty 2897.209806 = -867347.745676
  nChanged 6
		SP:Iteration 103Q (4895.780000 sec): 3 clusters
  Score: Raw -870246.070031 + Penalty 2897.209806 = -867348.860225
  nChanged 8
		SP:Iteration 104Q (4895.790000 sec): 3 clusters
  Score: Raw -870248.053629 + Penalty 2897.209806 = -867350.843824
  nChanged 12
		SP:Iteration 105Q (4895.810000 sec): 3 clusters
  Score: Raw -870250.810581 + Penalty 2897.209806 = -867353.600775
  nChanged 10
		SP:Iteration 106Q (4895.820000 sec): 3 clusters
  Score: Raw -870252.237832 + Penalty 2897.209806 = -867355.028026
  nChanged 11
		SP:Iteration 107Q (4895.830000 sec): 3 clusters
  Score: Raw -870255.018234 + Penalty 2897.209806 = -867357.808429
  nChanged 8
		SP:Iteration 108Q (4895.850000 sec): 3 clusters
  Score: Raw -870257.462014 + Penalty 2897.209806 = -867360.252208
  nChanged 12
		SP:Iteration 109Q (4895.870000 sec): 3 clusters
  Score: Raw -870259.988724 + Penalty 2897.209806 = -867362.778918
  nChanged 10
		SP:Iteration 110Q (4895.880000 sec): 3 clusters
  Score: Raw -870262.466831 + Penalty 2897.209806 = -867365.257026
  nChanged 11
		SP:Iteration 111Q (4895.900000 sec): 3 clusters
  Score: Raw -870266.521439 + Penalty 2897.209806 = -867369.311633
  nChanged 14
		SP:Iteration 112Q (4895.910000 sec): 3 clusters
  Score: Raw -870271.314636 + Penalty 2897.209806 = -867374.104831
  nChanged 14
		SP:Iteration 113Q (4895.930000 sec): 3 clusters
  Score: Raw -870275.106829 + Penalty 2897.209806 = -867377.897023
  nChanged 20
		SP:Iteration 114Q (4895.950000 sec): 3 clusters
  Score: Raw -870281.150770 + Penalty 2897.209806 = -867383.940964
  nChanged 25
		SP:Iteration 115Q (4895.960000 sec): 3 clusters
  Score: Raw -870291.423196 + Penalty 2897.209806 = -867394.213390
  nChanged 24
		SP:Iteration 116Q (4895.980000 sec): 3 clusters
  Score: Raw -870298.924533 + Penalty 2897.209806 = -867401.714727
  nChanged 21
		SP:Iteration 117Q (4896.000000 sec): 3 clusters
  Score: Raw -870305.542388 + Penalty 2897.209806 = -867408.332582
  nChanged 17
		SP:Iteration 118Q (4896.010000 sec): 3 clusters
  Score: Raw -870311.076046 + Penalty 2897.209806 = -867413.866240
  nChanged 18
		SP:Iteration 119Q (4896.020000 sec): 3 clusters
  Score: Raw -870316.409137 + Penalty 2897.209806 = -867419.199331
  nChanged 10
		SP:Iteration 120F (4896.040000 sec): 3 clusters
  Score: Raw -870319.176024 + Penalty 2897.209806 = -867421.966218
  nChanged 12
		SP:Iteration 121Q (4896.060000 sec): 3 clusters
  Score: Raw -870322.762743 + Penalty 2897.209806 = -867425.552937
  nChanged 16
		SP:Iteration 122Q (4896.070000 sec): 3 clusters
  Score: Raw -870328.887989 + Penalty 2897.209806 = -867431.678183
  nChanged 21
		SP:Iteration 123Q (4896.090000 sec): 3 clusters
  Score: Raw -870337.080867 + Penalty 2897.209806 = -867439.871061
  nChanged 17
		SP:Iteration 124Q (4896.100000 sec): 3 clusters
  Score: Raw -870342.572728 + Penalty 2897.209806 = -867445.362922
  nChanged 19
		SP:Iteration 125Q (4896.120000 sec): 3 clusters
  Score: Raw -870347.950789 + Penalty 2897.209806 = -867450.740983
  nChanged 18
		SP:Iteration 126Q (4896.130000 sec): 3 clusters
  Score: Raw -870352.579998 + Penalty 2897.209806 = -867455.370192
  nChanged 7
		SP:Iteration 127Q (4896.150000 sec): 3 clusters
  Score: Raw -870354.700631 + Penalty 2897.209806 = -867457.490826
  nChanged 8
		SP:Iteration 128Q (4896.160000 sec): 3 clusters
  Score: Raw -870357.515256 + Penalty 2897.209806 = -867460.305450
  nChanged 7
		SP:Iteration 129Q (4896.180000 sec): 3 clusters
  Score: Raw -870359.254138 + Penalty 2897.209806 = -867462.044332
  nChanged 5
		SP:Iteration 130Q (4896.200000 sec): 3 clusters
  Score: Raw -870360.130667 + Penalty 2897.209806 = -867462.920861
  nChanged 4
		SP:Iteration 131Q (4896.210000 sec): 3 clusters
  Score: Raw -870360.675491 + Penalty 2897.209806 = -867463.465685
  nChanged 3
		SP:Iteration 132Q (4896.220000 sec): 3 clusters
  Score: Raw -870361.678161 + Penalty 2897.209806 = -867464.468355
  nChanged 5
		SP:Iteration 133Q (4896.240000 sec): 3 clusters
  Score: Raw -870363.507426 + Penalty 2897.209806 = -867466.297621
  nChanged 3
		SP:Iteration 134Q (4896.260000 sec): 3 clusters
  Score: Raw -870364.159734 + Penalty 2897.209806 = -867466.949928
  nChanged 3
		SP:Iteration 135Q (4896.270000 sec): 3 clusters
  Score: Raw -870364.876461 + Penalty 2897.209806 = -867467.666655
  nChanged 1
		SP:Iteration 136Q (4896.280000 sec): 3 clusters
  Score: Raw -870365.150860 + Penalty 2897.209806 = -867467.941055
  nChanged 2
		SP:Iteration 137Q (4896.300000 sec): 3 clusters
  Score: Raw -870365.584947 + Penalty 2897.209806 = -867468.375141
  nChanged 2
		SP:Iteration 138Q (4896.320000 sec): 3 clusters
  Score: Raw -870365.951007 + Penalty 2897.209806 = -867468.741201
  nChanged 3
		SP:Iteration 139Q (4896.330000 sec): 3 clusters
  Score: Raw -870366.899957 + Penalty 2897.209806 = -867469.690151
  nChanged 2
		SP:Iteration 140F (4896.350000 sec): 3 clusters
  Score: Raw -870367.174555 + Penalty 2897.209806 = -867469.964749
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (10721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4896.380000 sec): 2 clusters
  Score: Raw -1240214.403649 + Penalty 1507.993454 = -1238706.410196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4896.410000 sec): 3 clusters
  Score: Raw -1234057.396225 + Penalty 3015.986907 = -1231041.409318
  nChanged 4720
		SP:Iteration 1F (4896.440000 sec): 3 clusters
  Score: Raw -1236580.683951 + Penalty 3015.986907 = -1233564.697043
  nChanged 664
		SP:Iteration 2F (4896.460000 sec): 3 clusters
  Score: Raw -1236869.438675 + Penalty 3015.986907 = -1233853.451768
  nChanged 556
		SP:Iteration 3F (4896.490000 sec): 3 clusters
  Score: Raw -1237088.130995 + Penalty 3015.986907 = -1234072.144088
  nChanged 429
		SP:Iteration 4Q (4896.520000 sec): 3 clusters
  Score: Raw -1237249.203014 + Penalty 3015.986907 = -1234233.216107
  nChanged 359
		SP:Iteration 5Q (4896.550000 sec): 3 clusters
  Score: Raw -1237384.014194 + Penalty 3015.986907 = -1234368.027287
  nChanged 358
		SP:Iteration 6Q (4896.580000 sec): 3 clusters
  Score: Raw -1237525.695724 + Penalty 3015.986907 = -1234509.708817
  nChanged 346
		SP:Iteration 7Q (4896.600000 sec): 3 clusters
  Score: Raw -1237680.815277 + Penalty 3015.986907 = -1234664.828370
  nChanged 369
		SP:Iteration 8Q (4896.620000 sec): 3 clusters
  Score: Raw -1237838.487359 + Penalty 3015.986907 = -1234822.500452
  nChanged 381
		SP:Iteration 9Q (4896.650000 sec): 3 clusters
  Score: Raw -1238016.281037 + Penalty 3015.986907 = -1235000.294130
  nChanged 415
		SP:Iteration 10Q (4896.680000 sec): 3 clusters
  Score: Raw -1238251.742654 + Penalty 3015.986907 = -1235235.755747
  nChanged 441
		SP:Iteration 11Q (4896.700000 sec): 3 clusters
  Score: Raw -1238534.655529 + Penalty 3015.986907 = -1235518.668622
  nChanged 463
		SP:Iteration 12Q (4896.730000 sec): 3 clusters
  Score: Raw -1238875.311496 + Penalty 3015.986907 = -1235859.324589
  nChanged 484
		SP:Iteration 13Q (4896.760000 sec): 3 clusters
  Score: Raw -1239207.609325 + Penalty 3015.986907 = -1236191.622418
  nChanged 439
		SP:Iteration 14Q (4896.780000 sec): 3 clusters
  Score: Raw -1239461.978076 + Penalty 3015.986907 = -1236445.991169
  nChanged 320
		SP:Iteration 15Q (4896.810000 sec): 3 clusters
  Score: Raw -1239589.868531 + Penalty 3015.986907 = -1236573.881624
  nChanged 216
		SP:Iteration 16Q (4896.840000 sec): 3 clusters
  Score: Raw -1239666.544086 + Penalty 3015.986907 = -1236650.557179
  nChanged 172
		SP:Iteration 17Q (4896.860000 sec): 3 clusters
  Score: Raw -1239727.489527 + Penalty 3015.986907 = -1236711.502620
  nChanged 156
		SP:Iteration 18Q (4896.890000 sec): 3 clusters
  Score: Raw -1239773.140594 + Penalty 3015.986907 = -1236757.153687
  nChanged 121
		SP:Iteration 19Q (4896.910000 sec): 3 clusters
  Score: Raw -1239807.972982 + Penalty 3015.986907 = -1236791.986075
  nChanged 116
		SP:Iteration 20F (4896.940000 sec): 3 clusters
  Score: Raw -1239842.211360 + Penalty 3015.986907 = -1236826.224453
  nChanged 109
		SP:Iteration 21Q (4896.960000 sec): 3 clusters
  Score: Raw -1239871.947036 + Penalty 3015.986907 = -1236855.960129
  nChanged 84
		SP:Iteration 22Q (4896.990000 sec): 3 clusters
  Score: Raw -1239894.480371 + Penalty 3015.986907 = -1236878.493464
  nChanged 84
		SP:Iteration 23Q (4897.020000 sec): 3 clusters
  Score: Raw -1239913.659277 + Penalty 3015.986907 = -1236897.672370
  nChanged 58
		SP:Iteration 24Q (4897.040000 sec): 3 clusters
  Score: Raw -1239927.013621 + Penalty 3015.986907 = -1236911.026714
  nChanged 60
		SP:Iteration 25Q (4897.060000 sec): 3 clusters
  Score: Raw -1239939.151369 + Penalty 3015.986907 = -1236923.164462
  nChanged 68
		SP:Iteration 26Q (4897.090000 sec): 3 clusters
  Score: Raw -1239952.669765 + Penalty 3015.986907 = -1236936.682858
  nChanged 59
		SP:Iteration 27Q (4897.110000 sec): 3 clusters
  Score: Raw -1239966.488527 + Penalty 3015.986907 = -1236950.501620
  nChanged 69
		SP:Iteration 28Q (4897.140000 sec): 3 clusters
  Score: Raw -1239981.575527 + Penalty 3015.986907 = -1236965.588620
  nChanged 57
		SP:Iteration 29Q (4897.160000 sec): 3 clusters
  Score: Raw -1239993.106765 + Penalty 3015.986907 = -1236977.119858
  nChanged 57
		SP:Iteration 30Q (4897.190000 sec): 3 clusters
  Score: Raw -1240004.187431 + Penalty 3015.986907 = -1236988.200524
  nChanged 50
		SP:Iteration 31Q (4897.210000 sec): 3 clusters
  Score: Raw -1240013.681444 + Penalty 3015.986907 = -1236997.694537
  nChanged 44
		SP:Iteration 32Q (4897.240000 sec): 3 clusters
  Score: Raw -1240024.312819 + Penalty 3015.986907 = -1237008.325912
  nChanged 41
		SP:Iteration 33Q (4897.260000 sec): 3 clusters
  Score: Raw -1240033.781286 + Penalty 3015.986907 = -1237017.794379
  nChanged 52
		SP:Iteration 34Q (4897.280000 sec): 3 clusters
  Score: Raw -1240045.998088 + Penalty 3015.986907 = -1237030.011181
  nChanged 46
		SP:Iteration 35Q (4897.310000 sec): 3 clusters
  Score: Raw -1240055.355317 + Penalty 3015.986907 = -1237039.368410
  nChanged 41
		SP:Iteration 36Q (4897.330000 sec): 3 clusters
  Score: Raw -1240065.443827 + Penalty 3015.986907 = -1237049.456920
  nChanged 44
		SP:Iteration 37Q (4897.360000 sec): 3 clusters
  Score: Raw -1240075.379353 + Penalty 3015.986907 = -1237059.392446
  nChanged 51
		SP:Iteration 38Q (4897.380000 sec): 3 clusters
  Score: Raw -1240086.731196 + Penalty 3015.986907 = -1237070.744289
  nChanged 54
		SP:Iteration 39Q (4897.400000 sec): 3 clusters
  Score: Raw -1240098.210621 + Penalty 3015.986907 = -1237082.223714
  nChanged 40
		SP:Iteration 40F (4897.430000 sec): 3 clusters
  Score: Raw -1240105.088842 + Penalty 3015.986907 = -1237089.101935
  nChanged 34
		SP:Iteration 41Q (4897.460000 sec): 3 clusters
  Score: Raw -1240111.712809 + Penalty 3015.986907 = -1237095.725902
  nChanged 41
		SP:Iteration 42Q (4897.480000 sec): 3 clusters
  Score: Raw -1240120.287470 + Penalty 3015.986907 = -1237104.300563
  nChanged 40
		SP:Iteration 43Q (4897.510000 sec): 3 clusters
  Score: Raw -1240127.631104 + Penalty 3015.986907 = -1237111.644197
  nChanged 37
		SP:Iteration 44Q (4897.530000 sec): 3 clusters
  Score: Raw -1240134.960410 + Penalty 3015.986907 = -1237118.973503
  nChanged 37
		SP:Iteration 45Q (4897.560000 sec): 3 clusters
  Score: Raw -1240141.800308 + Penalty 3015.986907 = -1237125.813401
  nChanged 32
		SP:Iteration 46Q (4897.580000 sec): 3 clusters
  Score: Raw -1240147.673375 + Penalty 3015.986907 = -1237131.686468
  nChanged 25
		SP:Iteration 47Q (4897.600000 sec): 3 clusters
  Score: Raw -1240150.981741 + Penalty 3015.986907 = -1237134.994834
  nChanged 18
		SP:Iteration 48Q (4897.630000 sec): 3 clusters
  Score: Raw -1240153.343930 + Penalty 3015.986907 = -1237137.357023
  nChanged 10
		SP:Iteration 49Q (4897.650000 sec): 3 clusters
  Score: Raw -1240154.279095 + Penalty 3015.986907 = -1237138.292188
  nChanged 12
		SP:Iteration 50Q (4897.680000 sec): 3 clusters
  Score: Raw -1240156.100697 + Penalty 3015.986907 = -1237140.113790
  nChanged 13
		SP:Iteration 51Q (4897.700000 sec): 3 clusters
  Score: Raw -1240158.016261 + Penalty 3015.986907 = -1237142.029354
  nChanged 11
		SP:Iteration 52Q (4897.720000 sec): 3 clusters
  Score: Raw -1240159.374499 + Penalty 3015.986907 = -1237143.387592
  nChanged 9
		SP:Iteration 53Q (4897.750000 sec): 3 clusters
  Score: Raw -1240160.418770 + Penalty 3015.986907 = -1237144.431863
  nChanged 6
		SP:Iteration 54Q (4897.770000 sec): 3 clusters
  Score: Raw -1240161.321857 + Penalty 3015.986907 = -1237145.334950
  nChanged 3
		SP:Iteration 55Q (4897.800000 sec): 3 clusters
  Score: Raw -1240161.563101 + Penalty 3015.986907 = -1237145.576194
  nChanged 1
		SP:Iteration 56Q (4897.820000 sec): 3 clusters
  Score: Raw -1240161.636588 + Penalty 3015.986907 = -1237145.649681
  nChanged 1
		SP:Iteration 57Q (4897.840000 sec): 3 clusters
  Score: Raw -1240161.681730 + Penalty 3015.986907 = -1237145.694823
  nChanged 0
		SP:Iteration 58F (4897.870000 sec): 3 clusters
  Score: Raw -1240161.681730 + Penalty 3015.986907 = -1237145.694823
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (4470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4897.890000 sec): 2 clusters
  Score: Raw -503178.526590 + Penalty 1365.835849 = -501812.690741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4897.900000 sec): 3 clusters
  Score: Raw -500908.960939 + Penalty 2731.671698 = -498177.289241
  nChanged 1760
		SP:Iteration 1F (4897.910000 sec): 3 clusters
  Score: Raw -501903.166679 + Penalty 2731.671698 = -499171.494980
  nChanged 354
		SP:Iteration 2F (4897.920000 sec): 3 clusters
  Score: Raw -502107.601371 + Penalty 2731.671698 = -499375.929673
  nChanged 245
		SP:Iteration 3F (4897.930000 sec): 3 clusters
  Score: Raw -502245.238890 + Penalty 2731.671698 = -499513.567191
  nChanged 223
		SP:Iteration 4Q (4897.940000 sec): 3 clusters
  Score: Raw -502379.868897 + Penalty 2731.671698 = -499648.197198
  nChanged 192
		SP:Iteration 5Q (4897.950000 sec): 3 clusters
  Score: Raw -502502.200225 + Penalty 2731.671698 = -499770.528527
  nChanged 189
		SP:Iteration 6Q (4897.960000 sec): 3 clusters
  Score: Raw -502636.134163 + Penalty 2731.671698 = -499904.462464
  nChanged 217
		SP:Iteration 7Q (4897.980000 sec): 3 clusters
  Score: Raw -502784.191685 + Penalty 2731.671698 = -500052.519986
  nChanged 192
		SP:Iteration 8Q (4897.990000 sec): 3 clusters
  Score: Raw -502906.473740 + Penalty 2731.671698 = -500174.802041
  nChanged 159
		SP:Iteration 9Q (4898.000000 sec): 3 clusters
  Score: Raw -503004.499085 + Penalty 2731.671698 = -500272.827387
  nChanged 133
		SP:Iteration 10Q (4898.010000 sec): 3 clusters
  Score: Raw -503087.242275 + Penalty 2731.671698 = -500355.570577
  nChanged 125
		SP:Iteration 11Q (4898.020000 sec): 3 clusters
  Score: Raw -503161.218544 + Penalty 2731.671698 = -500429.546845
  nChanged 91
		SP:Iteration 12Q (4898.030000 sec): 3 clusters
  Score: Raw -503206.386862 + Penalty 2731.671698 = -500474.715163
  nChanged 62
		SP:Iteration 13Q (4898.040000 sec): 3 clusters
  Score: Raw -503234.162480 + Penalty 2731.671698 = -500502.490781
  nChanged 60
		SP:Iteration 14Q (4898.050000 sec): 3 clusters
  Score: Raw -503262.764892 + Penalty 2731.671698 = -500531.093193
  nChanged 62
		SP:Iteration 15Q (4898.060000 sec): 3 clusters
  Score: Raw -503292.085375 + Penalty 2731.671698 = -500560.413676
  nChanged 52
		SP:Iteration 16Q (4898.080000 sec): 3 clusters
  Score: Raw -503314.364547 + Penalty 2731.671698 = -500582.692848
  nChanged 41
		SP:Iteration 17Q (4898.080000 sec): 3 clusters
  Score: Raw -503335.278240 + Penalty 2731.671698 = -500603.606541
  nChanged 38
		SP:Iteration 18Q (4898.100000 sec): 3 clusters
  Score: Raw -503352.907997 + Penalty 2731.671698 = -500621.236298
  nChanged 35
		SP:Iteration 19Q (4898.110000 sec): 3 clusters
  Score: Raw -503369.506150 + Penalty 2731.671698 = -500637.834452
  nChanged 29
		SP:Iteration 20F (4898.120000 sec): 3 clusters
  Score: Raw -503382.283918 + Penalty 2731.671698 = -500650.612220
  nChanged 22
		SP:Iteration 21Q (4898.130000 sec): 3 clusters
  Score: Raw -503392.226400 + Penalty 2731.671698 = -500660.554701
  nChanged 20
		SP:Iteration 22Q (4898.140000 sec): 3 clusters
  Score: Raw -503401.740830 + Penalty 2731.671698 = -500670.069132
  nChanged 18
		SP:Iteration 23Q (4898.150000 sec): 3 clusters
  Score: Raw -503409.724651 + Penalty 2731.671698 = -500678.052953
  nChanged 14
		SP:Iteration 24Q (4898.160000 sec): 3 clusters
  Score: Raw -503414.467900 + Penalty 2731.671698 = -500682.796201
  nChanged 9
		SP:Iteration 25Q (4898.170000 sec): 3 clusters
  Score: Raw -503418.263846 + Penalty 2731.671698 = -500686.592147
  nChanged 15
		SP:Iteration 26Q (4898.180000 sec): 3 clusters
  Score: Raw -503426.308087 + Penalty 2731.671698 = -500694.636388
  nChanged 21
		SP:Iteration 27Q (4898.190000 sec): 3 clusters
  Score: Raw -503438.668707 + Penalty 2731.671698 = -500706.997009
  nChanged 23
		SP:Iteration 28Q (4898.200000 sec): 3 clusters
  Score: Raw -503450.579758 + Penalty 2731.671698 = -500718.908059
  nChanged 18
		SP:Iteration 29Q (4898.220000 sec): 3 clusters
  Score: Raw -503457.225836 + Penalty 2731.671698 = -500725.554137
  nChanged 11
		SP:Iteration 30Q (4898.220000 sec): 3 clusters
  Score: Raw -503462.449973 + Penalty 2731.671698 = -500730.778274
  nChanged 13
		SP:Iteration 31Q (4898.240000 sec): 3 clusters
  Score: Raw -503469.042136 + Penalty 2731.671698 = -500737.370438
  nChanged 17
		SP:Iteration 32Q (4898.250000 sec): 3 clusters
  Score: Raw -503476.119645 + Penalty 2731.671698 = -500744.447947
  nChanged 14
		SP:Iteration 33Q (4898.260000 sec): 3 clusters
  Score: Raw -503483.509582 + Penalty 2731.671698 = -500751.837884
  nChanged 12
		SP:Iteration 34Q (4898.270000 sec): 3 clusters
  Score: Raw -503488.594754 + Penalty 2731.671698 = -500756.923056
  nChanged 7
		SP:Iteration 35Q (4898.280000 sec): 3 clusters
  Score: Raw -503492.744469 + Penalty 2731.671698 = -500761.072770
  nChanged 7
		SP:Iteration 36Q (4898.290000 sec): 3 clusters
  Score: Raw -503495.882575 + Penalty 2731.671698 = -500764.210876
  nChanged 6
		SP:Iteration 37Q (4898.300000 sec): 3 clusters
  Score: Raw -503499.181039 + Penalty 2731.671698 = -500767.509340
  nChanged 7
		SP:Iteration 38Q (4898.310000 sec): 3 clusters
  Score: Raw -503502.681129 + Penalty 2731.671698 = -500771.009430
  nChanged 8
		SP:Iteration 39Q (4898.320000 sec): 3 clusters
  Score: Raw -503506.279513 + Penalty 2731.671698 = -500774.607815
  nChanged 2
		SP:Iteration 40F (4898.330000 sec): 3 clusters
  Score: Raw -503507.163172 + Penalty 2731.671698 = -500775.491473
  nChanged 2
		SP:Iteration 41Q (4898.340000 sec): 3 clusters
  Score: Raw -503508.197929 + Penalty 2731.671698 = -500776.526231
  nChanged 1
		SP:Iteration 42Q (4898.350000 sec): 3 clusters
  Score: Raw -503508.528093 + Penalty 2731.671698 = -500776.856394
  nChanged 0
		SP:Iteration 43F (4898.360000 sec): 3 clusters
  Score: Raw -503508.528093 + Penalty 2731.671698 = -500776.856394
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4898.380000 sec): 2 clusters
  Score: Raw -371871.021518 + Penalty 1330.255224 = -370540.766294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4898.390000 sec): 3 clusters
  Score: Raw -370170.385102 + Penalty 2660.510448 = -367509.874654
  nChanged 1383
		SP:Iteration 1F (4898.400000 sec): 3 clusters
  Score: Raw -371100.710515 + Penalty 2660.510448 = -368440.200067
  nChanged 303
		SP:Iteration 2F (4898.400000 sec): 3 clusters
  Score: Raw -371397.602205 + Penalty 2660.510448 = -368737.091757
  nChanged 259
		SP:Iteration 3F (4898.420000 sec): 3 clusters
  Score: Raw -371672.380081 + Penalty 2660.510448 = -369011.869633
  nChanged 211
		SP:Iteration 4F (4898.420000 sec): 3 clusters
  Score: Raw -371840.375236 + Penalty 2660.510448 = -369179.864788
  nChanged 156
		SP:Iteration 5Q (4898.430000 sec): 3 clusters
  Score: Raw -371959.387744 + Penalty 2660.510448 = -369298.877296
  nChanged 119
		SP:Iteration 6Q (4898.440000 sec): 3 clusters
  Score: Raw -372046.635575 + Penalty 2660.510448 = -369386.125127
  nChanged 108
		SP:Iteration 7Q (4898.450000 sec): 3 clusters
  Score: Raw -372120.792271 + Penalty 2660.510448 = -369460.281823
  nChanged 84
		SP:Iteration 8Q (4898.460000 sec): 3 clusters
  Score: Raw -372168.781435 + Penalty 2660.510448 = -369508.270987
  nChanged 63
		SP:Iteration 9Q (4898.470000 sec): 3 clusters
  Score: Raw -372204.971063 + Penalty 2660.510448 = -369544.460615
  nChanged 54
		SP:Iteration 10Q (4898.480000 sec): 3 clusters
  Score: Raw -372230.282722 + Penalty 2660.510448 = -369569.772274
  nChanged 32
		SP:Iteration 11Q (4898.480000 sec): 3 clusters
  Score: Raw -372243.082466 + Penalty 2660.510448 = -369582.572018
  nChanged 27
		SP:Iteration 12Q (4898.490000 sec): 3 clusters
  Score: Raw -372254.824693 + Penalty 2660.510448 = -369594.314244
  nChanged 27
		SP:Iteration 13Q (4898.500000 sec): 3 clusters
  Score: Raw -372269.903467 + Penalty 2660.510448 = -369609.393018
  nChanged 27
		SP:Iteration 14Q (4898.510000 sec): 3 clusters
  Score: Raw -372283.553403 + Penalty 2660.510448 = -369623.042955
  nChanged 24
		SP:Iteration 15Q (4898.520000 sec): 3 clusters
  Score: Raw -372292.208402 + Penalty 2660.510448 = -369631.697954
  nChanged 19
		SP:Iteration 16Q (4898.530000 sec): 3 clusters
  Score: Raw -372299.130219 + Penalty 2660.510448 = -369638.619771
  nChanged 16
		SP:Iteration 17Q (4898.540000 sec): 3 clusters
  Score: Raw -372304.637479 + Penalty 2660.510448 = -369644.127031
  nChanged 11
		SP:Iteration 18Q (4898.540000 sec): 3 clusters
  Score: Raw -372308.909202 + Penalty 2660.510448 = -369648.398754
  nChanged 18
		SP:Iteration 19Q (4898.550000 sec): 3 clusters
  Score: Raw -372316.647040 + Penalty 2660.510448 = -369656.136591
  nChanged 15
		SP:Iteration 20F (4898.560000 sec): 3 clusters
  Score: Raw -372321.278795 + Penalty 2660.510448 = -369660.768347
  nChanged 5
		SP:Iteration 21Q (4898.570000 sec): 3 clusters
  Score: Raw -372322.872117 + Penalty 2660.510448 = -369662.361669
  nChanged 5
		SP:Iteration 22Q (4898.580000 sec): 3 clusters
  Score: Raw -372325.252369 + Penalty 2660.510448 = -369664.741921
  nChanged 4
		SP:Iteration 23Q (4898.590000 sec): 3 clusters
  Score: Raw -372326.261319 + Penalty 2660.510448 = -369665.750871
  nChanged 2
		SP:Iteration 24Q (4898.600000 sec): 3 clusters
  Score: Raw -372326.662017 + Penalty 2660.510448 = -369666.151569
  nChanged 3
		SP:Iteration 25Q (4898.600000 sec): 3 clusters
  Score: Raw -372327.895701 + Penalty 2660.510448 = -369667.385253
  nChanged 5
		SP:Iteration 26Q (4898.610000 sec): 3 clusters
  Score: Raw -372329.499832 + Penalty 2660.510448 = -369668.989384
  nChanged 3
		SP:Iteration 27Q (4898.620000 sec): 3 clusters
  Score: Raw -372330.126436 + Penalty 2660.510448 = -369669.615988
  nChanged 0
		SP:Iteration 28F (4898.630000 sec): 3 clusters
  Score: Raw -372330.126436 + Penalty 2660.510448 = -369669.615988
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (9604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4898.660000 sec): 2 clusters
  Score: Raw -1097779.287786 + Penalty 1490.114431 = -1096289.173355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4898.680000 sec): 3 clusters
  Score: Raw -1092331.982536 + Penalty 2980.228861 = -1089351.753675
  nChanged 4141
		SP:Iteration 1F (4898.710000 sec): 3 clusters
  Score: Raw -1094668.246985 + Penalty 2980.228861 = -1091688.018124
  nChanged 697
		SP:Iteration 2F (4898.730000 sec): 3 clusters
  Score: Raw -1095045.208603 + Penalty 2980.228861 = -1092064.979742
  nChanged 610
		SP:Iteration 3F (4898.760000 sec): 3 clusters
  Score: Raw -1095443.727357 + Penalty 2980.228861 = -1092463.498496
  nChanged 593
		SP:Iteration 4F (4898.780000 sec): 3 clusters
  Score: Raw -1095855.358332 + Penalty 2980.228861 = -1092875.129470
  nChanged 632
		SP:Iteration 5F (4898.800000 sec): 3 clusters
  Score: Raw -1096376.464078 + Penalty 2980.228861 = -1093396.235217
  nChanged 656
		SP:Iteration 6F (4898.830000 sec): 3 clusters
  Score: Raw -1096974.546485 + Penalty 2980.228861 = -1093994.317624
  nChanged 639
		SP:Iteration 7F (4898.850000 sec): 3 clusters
  Score: Raw -1097583.939622 + Penalty 2980.228861 = -1094603.710761
  nChanged 545
		SP:Iteration 8F (4898.880000 sec): 3 clusters
  Score: Raw -1098068.139023 + Penalty 2980.228861 = -1095087.910162
  nChanged 413
		SP:Iteration 9Q (4898.900000 sec): 3 clusters
  Score: Raw -1098343.935976 + Penalty 2980.228861 = -1095363.707115
  nChanged 246
		SP:Iteration 10Q (4898.920000 sec): 3 clusters
  Score: Raw -1098446.466801 + Penalty 2980.228861 = -1095466.237940
  nChanged 133
		SP:Iteration 11Q (4898.940000 sec): 3 clusters
  Score: Raw -1098483.805756 + Penalty 2980.228861 = -1095503.576895
  nChanged 74
		SP:Iteration 12Q (4898.960000 sec): 3 clusters
  Score: Raw -1098498.865595 + Penalty 2980.228861 = -1095518.636733
  nChanged 40
		SP:Iteration 13Q (4898.990000 sec): 3 clusters
  Score: Raw -1098507.151583 + Penalty 2980.228861 = -1095526.922722
  nChanged 33
		SP:Iteration 14Q (4899.010000 sec): 3 clusters
  Score: Raw -1098512.626339 + Penalty 2980.228861 = -1095532.397477
  nChanged 21
		SP:Iteration 15Q (4899.030000 sec): 3 clusters
  Score: Raw -1098516.479679 + Penalty 2980.228861 = -1095536.250818
  nChanged 27
		SP:Iteration 16Q (4899.060000 sec): 3 clusters
  Score: Raw -1098520.850440 + Penalty 2980.228861 = -1095540.621579
  nChanged 20
		SP:Iteration 17Q (4899.080000 sec): 3 clusters
  Score: Raw -1098523.570418 + Penalty 2980.228861 = -1095543.341557
  nChanged 15
		SP:Iteration 18Q (4899.100000 sec): 3 clusters
  Score: Raw -1098525.547289 + Penalty 2980.228861 = -1095545.318428
  nChanged 19
		SP:Iteration 19Q (4899.120000 sec): 3 clusters
  Score: Raw -1098529.008493 + Penalty 2980.228861 = -1095548.779631
  nChanged 19
		SP:Iteration 20F (4899.140000 sec): 3 clusters
  Score: Raw -1098531.747139 + Penalty 2980.228861 = -1095551.518278
  nChanged 14
		SP:Iteration 21Q (4899.170000 sec): 3 clusters
  Score: Raw -1098534.195018 + Penalty 2980.228861 = -1095553.966157
  nChanged 11
		SP:Iteration 22Q (4899.190000 sec): 3 clusters
  Score: Raw -1098535.882812 + Penalty 2980.228861 = -1095555.653951
  nChanged 8
		SP:Iteration 23Q (4899.210000 sec): 3 clusters
  Score: Raw -1098536.854012 + Penalty 2980.228861 = -1095556.625151
  nChanged 5
		SP:Iteration 24Q (4899.230000 sec): 3 clusters
  Score: Raw -1098537.281076 + Penalty 2980.228861 = -1095557.052215
  nChanged 5
		SP:Iteration 25Q (4899.250000 sec): 3 clusters
  Score: Raw -1098537.579605 + Penalty 2980.228861 = -1095557.350743
  nChanged 5
		SP:Iteration 26Q (4899.280000 sec): 3 clusters
  Score: Raw -1098537.858471 + Penalty 2980.228861 = -1095557.629610
  nChanged 2
		SP:Iteration 27Q (4899.300000 sec): 3 clusters
  Score: Raw -1098537.984468 + Penalty 2980.228861 = -1095557.755607
  nChanged 0
		SP:Iteration 28F (4899.320000 sec): 3 clusters
  Score: Raw -1098537.984468 + Penalty 2980.228861 = -1095557.755607
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 34 (12136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4899.360000 sec): 2 clusters
  Score: Raw -1475174.336555 + Penalty 1528.138872 = -1473646.197683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4899.390000 sec): 3 clusters
  Score: Raw -1468204.292674 + Penalty 3056.277744 = -1465148.014930
  nChanged 5282
		SP:Iteration 1F (4899.420000 sec): 3 clusters
  Score: Raw -1471098.092326 + Penalty 3056.277744 = -1468041.814582
  nChanged 666
		SP:Iteration 2F (4899.450000 sec): 3 clusters
  Score: Raw -1471375.454175 + Penalty 3056.277744 = -1468319.176431
  nChanged 554
		SP:Iteration 3Q (4899.480000 sec): 3 clusters
  Score: Raw -1471604.240754 + Penalty 3056.277744 = -1468547.963009
  nChanged 506
		SP:Iteration 4Q (4899.520000 sec): 3 clusters
  Score: Raw -1471823.919249 + Penalty 3056.277744 = -1468767.641505
  nChanged 528
		SP:Iteration 5Q (4899.540000 sec): 3 clusters
  Score: Raw -1472084.494248 + Penalty 3056.277744 = -1469028.216503
  nChanged 577
		SP:Iteration 6Q (4899.580000 sec): 3 clusters
  Score: Raw -1472405.616544 + Penalty 3056.277744 = -1469349.338800
  nChanged 636
		SP:Iteration 7F (4899.610000 sec): 3 clusters
  Score: Raw -1472805.371900 + Penalty 3056.277744 = -1469749.094155
  nChanged 698
		SP:Iteration 8F (4899.640000 sec): 3 clusters
  Score: Raw -1473307.517870 + Penalty 3056.277744 = -1470251.240126
  nChanged 718
		SP:Iteration 9F (4899.670000 sec): 3 clusters
  Score: Raw -1473889.345578 + Penalty 3056.277744 = -1470833.067833
  nChanged 621
		SP:Iteration 10F (4899.700000 sec): 3 clusters
  Score: Raw -1474449.838766 + Penalty 3056.277744 = -1471393.561021
  nChanged 446
		SP:Iteration 11Q (4899.720000 sec): 3 clusters
  Score: Raw -1474856.392885 + Penalty 3056.277744 = -1471800.115141
  nChanged 232
		SP:Iteration 12Q (4899.750000 sec): 3 clusters
  Score: Raw -1475075.702346 + Penalty 3056.277744 = -1472019.424601
  nChanged 121
		SP:Iteration 13Q (4899.780000 sec): 3 clusters
  Score: Raw -1475197.311260 + Penalty 3056.277744 = -1472141.033516
  nChanged 68
		SP:Iteration 14Q (4899.800000 sec): 3 clusters
  Score: Raw -1475262.438850 + Penalty 3056.277744 = -1472206.161106
  nChanged 27
		SP:Iteration 15Q (4899.820000 sec): 3 clusters
  Score: Raw -1475291.271806 + Penalty 3056.277744 = -1472234.994061
  nChanged 15
		SP:Iteration 16Q (4899.840000 sec): 3 clusters
  Score: Raw -1475306.174233 + Penalty 3056.277744 = -1472249.896489
  nChanged 9
		SP:Iteration 17Q (4899.870000 sec): 3 clusters
  Score: Raw -1475317.768584 + Penalty 3056.277744 = -1472261.490839
  nChanged 10
		SP:Iteration 18Q (4899.890000 sec): 3 clusters
  Score: Raw -1475329.832842 + Penalty 3056.277744 = -1472273.555098
  nChanged 6
		SP:Iteration 19Q (4899.910000 sec): 3 clusters
  Score: Raw -1475338.365287 + Penalty 3056.277744 = -1472282.087542
  nChanged 4
		SP:Iteration 20F (4899.940000 sec): 3 clusters
  Score: Raw -1475345.530361 + Penalty 3056.277744 = -1472289.252617
  nChanged 7
		SP:Iteration 21Q (4899.960000 sec): 3 clusters
  Score: Raw -1475354.750270 + Penalty 3056.277744 = -1472298.472526
  nChanged 3
		SP:Iteration 22Q (4899.980000 sec): 3 clusters
  Score: Raw -1475358.341987 + Penalty 3056.277744 = -1472302.064243
  nChanged 2
		SP:Iteration 23Q (4900.010000 sec): 3 clusters
  Score: Raw -1475360.733452 + Penalty 3056.277744 = -1472304.455708
  nChanged 1
		SP:Iteration 24Q (4900.030000 sec): 3 clusters
  Score: Raw -1475363.254753 + Penalty 3056.277744 = -1472306.977008
  nChanged 0
		SP:Iteration 25F (4900.060000 sec): 3 clusters
  Score: Raw -1475363.254753 + Penalty 3056.277744 = -1472306.977008
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4900.250000 sec): 2 clusters
  Score: Raw -7481740.306866 + Penalty 1799.588293 = -7479940.718573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4900.420000 sec): 3 clusters
  Score: Raw -7440440.000496 + Penalty 3599.176586 = -7436840.823910
  nChanged 30577
		SP:Iteration 1F (4900.580000 sec): 3 clusters
  Score: Raw -7458358.256509 + Penalty 3599.176586 = -7454759.079924
  nChanged 2665
		SP:Iteration 2Q (4900.760000 sec): 3 clusters
  Score: Raw -7459198.250799 + Penalty 3599.176586 = -7455599.074213
  nChanged 2934
		SP:Iteration 3Q (4900.930000 sec): 3 clusters
  Score: Raw -7460257.240961 + Penalty 3599.176586 = -7456658.064375
  nChanged 3251
		SP:Iteration 4F (4901.100000 sec): 3 clusters
  Score: Raw -7461607.679972 + Penalty 3599.176586 = -7458008.503386
  nChanged 3645
		SP:Iteration 5F (4901.260000 sec): 3 clusters
  Score: Raw -7463326.436174 + Penalty 3599.176586 = -7459727.259588
  nChanged 3922
		SP:Iteration 6F (4901.430000 sec): 3 clusters
  Score: Raw -7465310.150950 + Penalty 3599.176586 = -7461710.974365
  nChanged 3762
		SP:Iteration 7F (4901.600000 sec): 3 clusters
  Score: Raw -7467194.275592 + Penalty 3599.176586 = -7463595.099007
  nChanged 3535
		SP:Iteration 8F (4901.760000 sec): 3 clusters
  Score: Raw -7469070.327015 + Penalty 3599.176586 = -7465471.150429
  nChanged 3355
		SP:Iteration 9F (4901.930000 sec): 3 clusters
  Score: Raw -7471013.501735 + Penalty 3599.176586 = -7467414.325149
  nChanged 3217
		SP:Iteration 10Q (4902.100000 sec): 3 clusters
  Score: Raw -7473099.574567 + Penalty 3599.176586 = -7469500.397981
  nChanged 3013
		SP:Iteration 11Q (4902.270000 sec): 3 clusters
  Score: Raw -7475272.643560 + Penalty 3599.176586 = -7471673.466974
  nChanged 2691
		SP:Iteration 12Q (4902.440000 sec): 3 clusters
  Score: Raw -7477401.505393 + Penalty 3599.176586 = -7473802.328807
  nChanged 2170
		SP:Iteration 13Q (4902.600000 sec): 3 clusters
  Score: Raw -7479151.612064 + Penalty 3599.176586 = -7475552.435478
  nChanged 1509
		SP:Iteration 14Q (4902.760000 sec): 3 clusters
  Score: Raw -7480314.317347 + Penalty 3599.176586 = -7476715.140761
  nChanged 922
		SP:Iteration 15Q (4902.900000 sec): 3 clusters
  Score: Raw -7480971.808712 + Penalty 3599.176586 = -7477372.632127
  nChanged 536
		SP:Iteration 16Q (4903.040000 sec): 3 clusters
  Score: Raw -7481356.537206 + Penalty 3599.176586 = -7477757.360620
  nChanged 342
		SP:Iteration 17Q (4903.170000 sec): 3 clusters
  Score: Raw -7481602.962701 + Penalty 3599.176586 = -7478003.786115
  nChanged 213
		SP:Iteration 18Q (4903.300000 sec): 3 clusters
  Score: Raw -7481755.930189 + Penalty 3599.176586 = -7478156.753603
  nChanged 132
		SP:Iteration 19Q (4903.420000 sec): 3 clusters
  Score: Raw -7481852.953479 + Penalty 3599.176586 = -7478253.776893
  nChanged 85
		SP:Iteration 20F (4903.590000 sec): 3 clusters
  Score: Raw -7481905.860911 + Penalty 3599.176586 = -7478306.684325
  nChanged 60
		SP:Iteration 21Q (4903.710000 sec): 3 clusters
  Score: Raw -7481944.619585 + Penalty 3599.176586 = -7478345.442999
  nChanged 41
		SP:Iteration 22Q (4903.830000 sec): 3 clusters
  Score: Raw -7481969.735018 + Penalty 3599.176586 = -7478370.558432
  nChanged 23
		SP:Iteration 23Q (4903.950000 sec): 3 clusters
  Score: Raw -7481984.606882 + Penalty 3599.176586 = -7478385.430297
  nChanged 28
		SP:Iteration 24Q (4904.070000 sec): 3 clusters
  Score: Raw -7482001.491724 + Penalty 3599.176586 = -7478402.315138
  nChanged 19
		SP:Iteration 25Q (4904.190000 sec): 3 clusters
  Score: Raw -7482012.338603 + Penalty 3599.176586 = -7478413.162017
  nChanged 12
		SP:Iteration 26Q (4904.310000 sec): 3 clusters
  Score: Raw -7482017.323641 + Penalty 3599.176586 = -7478418.147055
  nChanged 11
		SP:Iteration 27Q (4904.440000 sec): 3 clusters
  Score: Raw -7482022.072903 + Penalty 3599.176586 = -7478422.896317
  nChanged 7
		SP:Iteration 28Q (4904.560000 sec): 3 clusters
  Score: Raw -7482025.799512 + Penalty 3599.176586 = -7478426.622926
  nChanged 5
		SP:Iteration 29Q (4904.670000 sec): 3 clusters
  Score: Raw -7482027.695154 + Penalty 3599.176586 = -7478428.518568
  nChanged 5
		SP:Iteration 30Q (4904.790000 sec): 3 clusters
  Score: Raw -7482029.263679 + Penalty 3599.176586 = -7478430.087093
  nChanged 1
		SP:Iteration 31Q (4904.910000 sec): 3 clusters
  Score: Raw -7482029.733471 + Penalty 3599.176586 = -7478430.556885
  nChanged 2
		SP:Iteration 32Q (4905.030000 sec): 3 clusters
  Score: Raw -7482030.933555 + Penalty 3599.176586 = -7478431.756969
  nChanged 1
		SP:Iteration 33Q (4905.140000 sec): 3 clusters
  Score: Raw -7482031.865458 + Penalty 3599.176586 = -7478432.688872
  nChanged 2
		SP:Iteration 34Q (4905.260000 sec): 3 clusters
  Score: Raw -7482032.949636 + Penalty 3599.176586 = -7478433.773051
  nChanged 2
		SP:Iteration 35Q (4905.380000 sec): 3 clusters
  Score: Raw -7482033.761078 + Penalty 3599.176586 = -7478434.584492
  nChanged 1
		SP:Iteration 36Q (4905.500000 sec): 3 clusters
  Score: Raw -7482034.072207 + Penalty 3599.176586 = -7478434.895621
  nChanged 0
		SP:Iteration 37F (4905.660000 sec): 3 clusters
  Score: Raw -7482034.072207 + Penalty 3599.176586 = -7478434.895621
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4905.710000 sec): 2 clusters
  Score: Raw -566102.841270 + Penalty 1384.595456 = -564718.245814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4905.720000 sec): 3 clusters
  Score: Raw -563508.368209 + Penalty 2769.190913 = -560739.177296
  nChanged 1988
		SP:Iteration 1F (4905.730000 sec): 3 clusters
  Score: Raw -564597.114361 + Penalty 2769.190913 = -561827.923448
  nChanged 369
		SP:Iteration 2F (4905.740000 sec): 3 clusters
  Score: Raw -564813.099653 + Penalty 2769.190913 = -562043.908740
  nChanged 268
		SP:Iteration 3F (4905.760000 sec): 3 clusters
  Score: Raw -564963.838961 + Penalty 2769.190913 = -562194.648048
  nChanged 229
		SP:Iteration 4Q (4905.770000 sec): 3 clusters
  Score: Raw -565094.118270 + Penalty 2769.190913 = -562324.927357
  nChanged 207
		SP:Iteration 5Q (4905.780000 sec): 3 clusters
  Score: Raw -565207.764232 + Penalty 2769.190913 = -562438.573319
  nChanged 171
		SP:Iteration 6Q (4905.800000 sec): 3 clusters
  Score: Raw -565306.886733 + Penalty 2769.190913 = -562537.695820
  nChanged 168
		SP:Iteration 7Q (4905.810000 sec): 3 clusters
  Score: Raw -565411.691745 + Penalty 2769.190913 = -562642.500832
  nChanged 179
		SP:Iteration 8Q (4905.820000 sec): 3 clusters
  Score: Raw -565531.184858 + Penalty 2769.190913 = -562761.993945
  nChanged 141
		SP:Iteration 9Q (4905.830000 sec): 3 clusters
  Score: Raw -565629.717205 + Penalty 2769.190913 = -562860.526292
  nChanged 148
		SP:Iteration 10Q (4905.840000 sec): 3 clusters
  Score: Raw -565749.595212 + Penalty 2769.190913 = -562980.404299
  nChanged 140
		SP:Iteration 11Q (4905.860000 sec): 3 clusters
  Score: Raw -565855.997578 + Penalty 2769.190913 = -563086.806665
  nChanged 125
		SP:Iteration 12Q (4905.870000 sec): 3 clusters
  Score: Raw -565964.598718 + Penalty 2769.190913 = -563195.407805
  nChanged 107
		SP:Iteration 13Q (4905.880000 sec): 3 clusters
  Score: Raw -566050.629007 + Penalty 2769.190913 = -563281.438094
  nChanged 96
		SP:Iteration 14Q (4905.890000 sec): 3 clusters
  Score: Raw -566136.994983 + Penalty 2769.190913 = -563367.804070
  nChanged 87
		SP:Iteration 15Q (4905.900000 sec): 3 clusters
  Score: Raw -566206.953969 + Penalty 2769.190913 = -563437.763056
  nChanged 83
		SP:Iteration 16Q (4905.920000 sec): 3 clusters
  Score: Raw -566266.785320 + Penalty 2769.190913 = -563497.594407
  nChanged 70
		SP:Iteration 17Q (4905.920000 sec): 3 clusters
  Score: Raw -566325.122437 + Penalty 2769.190913 = -563555.931524
  nChanged 68
		SP:Iteration 18Q (4905.940000 sec): 3 clusters
  Score: Raw -566366.572320 + Penalty 2769.190913 = -563597.381407
  nChanged 49
		SP:Iteration 19Q (4905.950000 sec): 3 clusters
  Score: Raw -566393.551430 + Penalty 2769.190913 = -563624.360517
  nChanged 38
		SP:Iteration 20F (4905.960000 sec): 3 clusters
  Score: Raw -566413.822824 + Penalty 2769.190913 = -563644.631911
  nChanged 30
		SP:Iteration 21Q (4905.970000 sec): 3 clusters
  Score: Raw -566430.168288 + Penalty 2769.190913 = -563660.977375
  nChanged 23
		SP:Iteration 22Q (4905.980000 sec): 3 clusters
  Score: Raw -566444.704785 + Penalty 2769.190913 = -563675.513872
  nChanged 16
		SP:Iteration 23Q (4905.990000 sec): 3 clusters
  Score: Raw -566454.363153 + Penalty 2769.190913 = -563685.172240
  nChanged 18
		SP:Iteration 24Q (4906.000000 sec): 3 clusters
  Score: Raw -566466.408449 + Penalty 2769.190913 = -563697.217537
  nChanged 14
		SP:Iteration 25Q (4906.010000 sec): 3 clusters
  Score: Raw -566472.144387 + Penalty 2769.190913 = -563702.953474
  nChanged 11
		SP:Iteration 26Q (4906.020000 sec): 3 clusters
  Score: Raw -566475.874119 + Penalty 2769.190913 = -563706.683206
  nChanged 8
		SP:Iteration 27Q (4906.030000 sec): 3 clusters
  Score: Raw -566480.200343 + Penalty 2769.190913 = -563711.009430
  nChanged 8
		SP:Iteration 28Q (4906.040000 sec): 3 clusters
  Score: Raw -566483.608886 + Penalty 2769.190913 = -563714.417973
  nChanged 6
		SP:Iteration 29Q (4906.050000 sec): 3 clusters
  Score: Raw -566486.447413 + Penalty 2769.190913 = -563717.256500
  nChanged 7
		SP:Iteration 30Q (4906.060000 sec): 3 clusters
  Score: Raw -566490.319192 + Penalty 2769.190913 = -563721.128279
  nChanged 8
		SP:Iteration 31Q (4906.070000 sec): 3 clusters
  Score: Raw -566493.126542 + Penalty 2769.190913 = -563723.935629
  nChanged 3
		SP:Iteration 32Q (4906.080000 sec): 3 clusters
  Score: Raw -566493.596656 + Penalty 2769.190913 = -563724.405743
  nChanged 0
		SP:Iteration 33F (4906.090000 sec): 3 clusters
  Score: Raw -566493.596656 + Penalty 2769.190913 = -563724.405743
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4906.100000 sec): 2 clusters
  Score: Raw -34755.742952 + Penalty 938.868503 = -33816.874450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4906.100000 sec): 3 clusters
  Score: Raw -34809.734534 + Penalty 1877.737005 = -32931.997529
  nChanged 61
		SP:Iteration 1F (4906.100000 sec): 3 clusters
  Score: Raw -34955.132690 + Penalty 1877.737005 = -33077.395685
  nChanged 15
		SP:Iteration 2Q (4906.100000 sec): 3 clusters
  Score: Raw -34998.206555 + Penalty 1877.737005 = -33120.469550
  nChanged 11
		SP:Iteration 3Q (4906.100000 sec): 3 clusters
  Score: Raw -35024.579979 + Penalty 1877.737005 = -33146.842974
  nChanged 2
		SP:Iteration 4Q (4906.100000 sec): 3 clusters
  Score: Raw -35029.375005 + Penalty 1877.737005 = -33151.638000
  nChanged 1
		SP:Iteration 5Q (4906.100000 sec): 3 clusters
  Score: Raw -35034.623126 + Penalty 1877.737005 = -33156.886121
  nChanged 3
		SP:Iteration 6Q (4906.100000 sec): 3 clusters
  Score: Raw -35041.832552 + Penalty 1877.737005 = -33164.095547
  nChanged 0
		SP:Iteration 7F (4906.100000 sec): 3 clusters
  Score: Raw -35041.832552 + Penalty 1877.737005 = -33164.095547
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 38 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4906.110000 sec): 2 clusters
  Score: Raw -156389.645267 + Penalty 1175.670993 = -155213.974274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4906.120000 sec): 3 clusters
  Score: Raw -155845.687677 + Penalty 2351.341987 = -153494.345690
  nChanged 454
		SP:Iteration 1F (4906.120000 sec): 3 clusters
  Score: Raw -156157.569305 + Penalty 2351.341987 = -153806.227319
  nChanged 124
		SP:Iteration 2F (4906.120000 sec): 3 clusters
  Score: Raw -156269.809865 + Penalty 2351.341987 = -153918.467879
  nChanged 72
		SP:Iteration 3F (4906.120000 sec): 3 clusters
  Score: Raw -156330.882839 + Penalty 2351.341987 = -153979.540852
  nChanged 42
		SP:Iteration 4Q (4906.130000 sec): 3 clusters
  Score: Raw -156367.391795 + Penalty 2351.341987 = -154016.049808
  nChanged 27
		SP:Iteration 5Q (4906.130000 sec): 3 clusters
  Score: Raw -156389.903872 + Penalty 2351.341987 = -154038.561886
  nChanged 24
		SP:Iteration 6Q (4906.140000 sec): 3 clusters
  Score: Raw -156409.417538 + Penalty 2351.341987 = -154058.075552
  nChanged 16
		SP:Iteration 7Q (4906.140000 sec): 3 clusters
  Score: Raw -156415.406350 + Penalty 2351.341987 = -154064.064364
  nChanged 13
		SP:Iteration 8Q (4906.140000 sec): 3 clusters
  Score: Raw -156423.442377 + Penalty 2351.341987 = -154072.100390
  nChanged 9
		SP:Iteration 9Q (4906.140000 sec): 3 clusters
  Score: Raw -156429.264272 + Penalty 2351.341987 = -154077.922286
  nChanged 10
		SP:Iteration 10Q (4906.150000 sec): 3 clusters
  Score: Raw -156436.746954 + Penalty 2351.341987 = -154085.404967
  nChanged 9
		SP:Iteration 11Q (4906.150000 sec): 3 clusters
  Score: Raw -156439.948399 + Penalty 2351.341987 = -154088.606412
  nChanged 4
		SP:Iteration 12Q (4906.160000 sec): 3 clusters
  Score: Raw -156442.183815 + Penalty 2351.341987 = -154090.841829
  nChanged 2
		SP:Iteration 13Q (4906.160000 sec): 3 clusters
  Score: Raw -156442.898729 + Penalty 2351.341987 = -154091.556743
  nChanged 3
		SP:Iteration 14Q (4906.160000 sec): 3 clusters
  Score: Raw -156443.631000 + Penalty 2351.341987 = -154092.289013
  nChanged 2
		SP:Iteration 15Q (4906.170000 sec): 3 clusters
  Score: Raw -156445.924923 + Penalty 2351.341987 = -154094.582936
  nChanged 3
		SP:Iteration 16Q (4906.170000 sec): 3 clusters
  Score: Raw -156447.056493 + Penalty 2351.341987 = -154095.714506
  nChanged 2
		SP:Iteration 17Q (4906.170000 sec): 3 clusters
  Score: Raw -156447.995621 + Penalty 2351.341987 = -154096.653634
  nChanged 0
		SP:Iteration 18F (4906.180000 sec): 3 clusters
  Score: Raw -156447.995621 + Penalty 2351.341987 = -154096.653634
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4906.190000 sec): 2 clusters
  Score: Raw -260724.970722 + Penalty 1254.141884 = -259470.828838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4906.190000 sec): 3 clusters
  Score: Raw -259781.119430 + Penalty 2508.283769 = -257272.835662
  nChanged 833
		SP:Iteration 1F (4906.200000 sec): 3 clusters
  Score: Raw -260601.332173 + Penalty 2508.283769 = -258093.048404
  nChanged 238
		SP:Iteration 2F (4906.200000 sec): 3 clusters
  Score: Raw -260956.924975 + Penalty 2508.283769 = -258448.641206
  nChanged 193
		SP:Iteration 3F (4906.210000 sec): 3 clusters
  Score: Raw -261145.370373 + Penalty 2508.283769 = -258637.086605
  nChanged 131
		SP:Iteration 4F (4906.220000 sec): 3 clusters
  Score: Raw -261274.593317 + Penalty 2508.283769 = -258766.309549
  nChanged 90
		SP:Iteration 5Q (4906.220000 sec): 3 clusters
  Score: Raw -261369.178804 + Penalty 2508.283769 = -258860.895035
  nChanged 79
		SP:Iteration 6Q (4906.230000 sec): 3 clusters
  Score: Raw -261465.883328 + Penalty 2508.283769 = -258957.599559
  nChanged 60
		SP:Iteration 7Q (4906.230000 sec): 3 clusters
  Score: Raw -261550.315144 + Penalty 2508.283769 = -259042.031376
  nChanged 55
		SP:Iteration 8Q (4906.240000 sec): 3 clusters
  Score: Raw -261637.907113 + Penalty 2508.283769 = -259129.623345
  nChanged 34
		SP:Iteration 9Q (4906.240000 sec): 3 clusters
  Score: Raw -261692.038762 + Penalty 2508.283769 = -259183.754994
  nChanged 33
		SP:Iteration 10Q (4906.250000 sec): 3 clusters
  Score: Raw -261741.052727 + Penalty 2508.283769 = -259232.768959
  nChanged 26
		SP:Iteration 11Q (4906.250000 sec): 3 clusters
  Score: Raw -261773.063099 + Penalty 2508.283769 = -259264.779330
  nChanged 16
		SP:Iteration 12Q (4906.260000 sec): 3 clusters
  Score: Raw -261791.302881 + Penalty 2508.283769 = -259283.019113
  nChanged 12
		SP:Iteration 13Q (4906.260000 sec): 3 clusters
  Score: Raw -261807.074719 + Penalty 2508.283769 = -259298.790951
  nChanged 7
		SP:Iteration 14Q (4906.260000 sec): 3 clusters
  Score: Raw -261814.567582 + Penalty 2508.283769 = -259306.283814
  nChanged 3
		SP:Iteration 15Q (4906.270000 sec): 3 clusters
  Score: Raw -261817.073010 + Penalty 2508.283769 = -259308.789242
  nChanged 2
		SP:Iteration 16Q (4906.280000 sec): 3 clusters
  Score: Raw -261817.880421 + Penalty 2508.283769 = -259309.596653
  nChanged 2
		SP:Iteration 17Q (4906.280000 sec): 3 clusters
  Score: Raw -261820.571361 + Penalty 2508.283769 = -259312.287592
  nChanged 3
		SP:Iteration 18Q (4906.280000 sec): 3 clusters
  Score: Raw -261822.846693 + Penalty 2508.283769 = -259314.562925
  nChanged 0
		SP:Iteration 19F (4906.290000 sec): 3 clusters
  Score: Raw -261822.846693 + Penalty 2508.283769 = -259314.562925
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (7717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4906.320000 sec): 2 clusters
  Score: Raw -888554.308996 + Penalty 1454.566907 = -887099.742089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4906.340000 sec): 3 clusters
  Score: Raw -884323.703413 + Penalty 2909.133814 = -881414.569598
  nChanged 3233
		SP:Iteration 1F (4906.360000 sec): 3 clusters
  Score: Raw -886096.111464 + Penalty 2909.133814 = -883186.977650
  nChanged 526
		SP:Iteration 2F (4906.380000 sec): 3 clusters
  Score: Raw -886353.335544 + Penalty 2909.133814 = -883444.201730
  nChanged 404
		SP:Iteration 3F (4906.400000 sec): 3 clusters
  Score: Raw -886560.579576 + Penalty 2909.133814 = -883651.445761
  nChanged 334
		SP:Iteration 4Q (4906.410000 sec): 3 clusters
  Score: Raw -886721.977371 + Penalty 2909.133814 = -883812.843556
  nChanged 286
		SP:Iteration 5Q (4906.430000 sec): 3 clusters
  Score: Raw -886852.814463 + Penalty 2909.133814 = -883943.680649
  nChanged 255
		SP:Iteration 6Q (4906.450000 sec): 3 clusters
  Score: Raw -886992.150803 + Penalty 2909.133814 = -884083.016989
  nChanged 252
		SP:Iteration 7Q (4906.470000 sec): 3 clusters
  Score: Raw -887131.538200 + Penalty 2909.133814 = -884222.404386
  nChanged 272
		SP:Iteration 8Q (4906.490000 sec): 3 clusters
  Score: Raw -887287.672412 + Penalty 2909.133814 = -884378.538597
  nChanged 243
		SP:Iteration 9Q (4906.510000 sec): 3 clusters
  Score: Raw -887402.147200 + Penalty 2909.133814 = -884493.013385
  nChanged 209
		SP:Iteration 10Q (4906.530000 sec): 3 clusters
  Score: Raw -887505.091810 + Penalty 2909.133814 = -884595.957996
  nChanged 208
		SP:Iteration 11Q (4906.550000 sec): 3 clusters
  Score: Raw -887611.692059 + Penalty 2909.133814 = -884702.558245
  nChanged 228
		SP:Iteration 12Q (4906.560000 sec): 3 clusters
  Score: Raw -887751.759831 + Penalty 2909.133814 = -884842.626017
  nChanged 252
		SP:Iteration 13Q (4906.580000 sec): 3 clusters
  Score: Raw -887909.988909 + Penalty 2909.133814 = -885000.855094
  nChanged 243
		SP:Iteration 14Q (4906.600000 sec): 3 clusters
  Score: Raw -888057.772347 + Penalty 2909.133814 = -885148.638533
  nChanged 200
		SP:Iteration 15Q (4906.620000 sec): 3 clusters
  Score: Raw -888171.616259 + Penalty 2909.133814 = -885262.482445
  nChanged 167
		SP:Iteration 16Q (4906.640000 sec): 3 clusters
  Score: Raw -888276.666474 + Penalty 2909.133814 = -885367.532660
  nChanged 154
		SP:Iteration 17Q (4906.650000 sec): 3 clusters
  Score: Raw -888385.295411 + Penalty 2909.133814 = -885476.161596
  nChanged 130
		SP:Iteration 18Q (4906.670000 sec): 3 clusters
  Score: Raw -888474.388787 + Penalty 2909.133814 = -885565.254973
  nChanged 101
		SP:Iteration 19Q (4906.680000 sec): 3 clusters
  Score: Raw -888537.270688 + Penalty 2909.133814 = -885628.136874
  nChanged 84
		SP:Iteration 20F (4906.700000 sec): 3 clusters
  Score: Raw -888592.500803 + Penalty 2909.133814 = -885683.366989
  nChanged 71
		SP:Iteration 21Q (4906.720000 sec): 3 clusters
  Score: Raw -888636.390116 + Penalty 2909.133814 = -885727.256302
  nChanged 43
		SP:Iteration 22Q (4906.740000 sec): 3 clusters
  Score: Raw -888664.773592 + Penalty 2909.133814 = -885755.639778
  nChanged 35
		SP:Iteration 23Q (4906.750000 sec): 3 clusters
  Score: Raw -888687.288183 + Penalty 2909.133814 = -885778.154369
  nChanged 23
		SP:Iteration 24Q (4906.760000 sec): 3 clusters
  Score: Raw -888700.649271 + Penalty 2909.133814 = -885791.515457
  nChanged 15
		SP:Iteration 25Q (4906.780000 sec): 3 clusters
  Score: Raw -888707.065508 + Penalty 2909.133814 = -885797.931694
  nChanged 11
		SP:Iteration 26Q (4906.800000 sec): 3 clusters
  Score: Raw -888711.641339 + Penalty 2909.133814 = -885802.507525
  nChanged 8
		SP:Iteration 27Q (4906.810000 sec): 3 clusters
  Score: Raw -888714.144176 + Penalty 2909.133814 = -885805.010362
  nChanged 5
		SP:Iteration 28Q (4906.830000 sec): 3 clusters
  Score: Raw -888716.217672 + Penalty 2909.133814 = -885807.083858
  nChanged 6
		SP:Iteration 29Q (4906.840000 sec): 3 clusters
  Score: Raw -888720.291472 + Penalty 2909.133814 = -885811.157658
  nChanged 3
		SP:Iteration 30Q (4906.860000 sec): 3 clusters
  Score: Raw -888721.387325 + Penalty 2909.133814 = -885812.253511
  nChanged 3
		SP:Iteration 31Q (4906.870000 sec): 3 clusters
  Score: Raw -888722.944865 + Penalty 2909.133814 = -885813.811051
  nChanged 2
		SP:Iteration 32Q (4906.880000 sec): 3 clusters
  Score: Raw -888723.634034 + Penalty 2909.133814 = -885814.500220
  nChanged 1
		SP:Iteration 33Q (4906.900000 sec): 3 clusters
  Score: Raw -888724.212772 + Penalty 2909.133814 = -885815.078958
  nChanged 2
		SP:Iteration 34Q (4906.920000 sec): 3 clusters
  Score: Raw -888725.179704 + Penalty 2909.133814 = -885816.045890
  nChanged 0
		SP:Iteration 35F (4906.940000 sec): 3 clusters
  Score: Raw -888725.179704 + Penalty 2909.133814 = -885816.045890
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 41 (432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4906.940000 sec): 2 clusters
  Score: Raw -46379.001660 + Penalty 986.119158 = -45392.882502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4906.940000 sec): 3 clusters
  Score: Raw -46421.743942 + Penalty 1972.238316 = -44449.505626
  nChanged 85
		SP:Iteration 1F (4906.950000 sec): 3 clusters
  Score: Raw -46557.960940 + Penalty 1972.238316 = -44585.722624
  nChanged 26
		SP:Iteration 2F (4906.950000 sec): 3 clusters
  Score: Raw -46605.817689 + Penalty 1972.238316 = -44633.579372
  nChanged 11
		SP:Iteration 3Q (4906.950000 sec): 3 clusters
  Score: Raw -46623.845435 + Penalty 1972.238316 = -44651.607118
  nChanged 4
		SP:Iteration 4Q (4906.950000 sec): 3 clusters
  Score: Raw -46635.107115 + Penalty 1972.238316 = -44662.868799
  nChanged 2
		SP:Iteration 5Q (4906.950000 sec): 3 clusters
  Score: Raw -46640.632813 + Penalty 1972.238316 = -44668.394497
  nChanged 4
		SP:Iteration 6Q (4906.950000 sec): 3 clusters
  Score: Raw -46649.239943 + Penalty 1972.238316 = -44677.001627
  nChanged 5
		SP:Iteration 7Q (4906.950000 sec): 3 clusters
  Score: Raw -46680.699734 + Penalty 1972.238316 = -44708.461418
  nChanged 6
		SP:Iteration 8Q (4906.950000 sec): 3 clusters
  Score: Raw -46696.767489 + Penalty 1972.238316 = -44724.529173
  nChanged 6
		SP:Iteration 9Q (4906.960000 sec): 3 clusters
  Score: Raw -46712.646265 + Penalty 1972.238316 = -44740.407948
  nChanged 5
		SP:Iteration 10Q (4906.960000 sec): 3 clusters
  Score: Raw -46732.287896 + Penalty 1972.238316 = -44760.049580
  nChanged 2
		SP:Iteration 11Q (4906.960000 sec): 3 clusters
  Score: Raw -46747.059890 + Penalty 1972.238316 = -44774.821574
  nChanged 3
		SP:Iteration 12Q (4906.960000 sec): 3 clusters
  Score: Raw -46759.780769 + Penalty 1972.238316 = -44787.542453
  nChanged 1
		SP:Iteration 13Q (4906.960000 sec): 3 clusters
  Score: Raw -46770.318764 + Penalty 1972.238316 = -44798.080448
  nChanged 2
		SP:Iteration 14Q (4906.960000 sec): 3 clusters
  Score: Raw -46773.108912 + Penalty 1972.238316 = -44800.870596
  nChanged 1
		SP:Iteration 15Q (4906.960000 sec): 3 clusters
  Score: Raw -46803.396101 + Penalty 1972.238316 = -44831.157785
  nChanged 6
		SP:Iteration 16Q (4906.960000 sec): 3 clusters
  Score: Raw -46814.357812 + Penalty 1972.238316 = -44842.119496
  nChanged 6
		SP:Iteration 17Q (4906.960000 sec): 3 clusters
  Score: Raw -46827.250560 + Penalty 1972.238316 = -44855.012244
  nChanged 3
		SP:Iteration 18Q (4906.960000 sec): 3 clusters
  Score: Raw -46837.774520 + Penalty 1972.238316 = -44865.536204
  nChanged 4
		SP:Iteration 19Q (4906.960000 sec): 3 clusters
  Score: Raw -46851.977403 + Penalty 1972.238316 = -44879.739087
  nChanged 2
		SP:Iteration 20F (4906.970000 sec): 3 clusters
  Score: Raw -46855.801979 + Penalty 1972.238316 = -44883.563663
  nChanged 2
		SP:Iteration 21Q (4906.970000 sec): 3 clusters
  Score: Raw -46860.093130 + Penalty 1972.238316 = -44887.854813
  nChanged 0
		SP:Iteration 22F (4906.970000 sec): 3 clusters
  Score: Raw -46860.093130 + Penalty 1972.238316 = -44887.854813
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 42 (10179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4907.000000 sec): 2 clusters
  Score: Raw -1190265.899921 + Penalty 1499.563334 = -1188766.336587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4907.030000 sec): 3 clusters
  Score: Raw -1184474.404771 + Penalty 2999.126667 = -1181475.278104
  nChanged 4344
		SP:Iteration 1F (4907.060000 sec): 3 clusters
  Score: Raw -1186714.035372 + Penalty 2999.126667 = -1183714.908705
  nChanged 592
		SP:Iteration 2F (4907.080000 sec): 3 clusters
  Score: Raw -1186949.125964 + Penalty 2999.126667 = -1183949.999297
  nChanged 483
		SP:Iteration 3Q (4907.110000 sec): 3 clusters
  Score: Raw -1187146.553710 + Penalty 2999.126667 = -1184147.427043
  nChanged 419
		SP:Iteration 4Q (4907.140000 sec): 3 clusters
  Score: Raw -1187301.935336 + Penalty 2999.126667 = -1184302.808669
  nChanged 387
		SP:Iteration 5Q (4907.160000 sec): 3 clusters
  Score: Raw -1187452.356740 + Penalty 2999.126667 = -1184453.230072
  nChanged 367
		SP:Iteration 6Q (4907.180000 sec): 3 clusters
  Score: Raw -1187601.202453 + Penalty 2999.126667 = -1184602.075786
  nChanged 371
		SP:Iteration 7Q (4907.210000 sec): 3 clusters
  Score: Raw -1187764.503992 + Penalty 2999.126667 = -1184765.377324
  nChanged 404
		SP:Iteration 8Q (4907.240000 sec): 3 clusters
  Score: Raw -1187991.399564 + Penalty 2999.126667 = -1184992.272897
  nChanged 465
		SP:Iteration 9Q (4907.260000 sec): 3 clusters
  Score: Raw -1188309.326155 + Penalty 2999.126667 = -1185310.199488
  nChanged 551
		SP:Iteration 10F (4907.290000 sec): 3 clusters
  Score: Raw -1188743.448281 + Penalty 2999.126667 = -1185744.321614
  nChanged 572
		SP:Iteration 11F (4907.310000 sec): 3 clusters
  Score: Raw -1189217.272487 + Penalty 2999.126667 = -1186218.145820
  nChanged 495
		SP:Iteration 12Q (4907.340000 sec): 3 clusters
  Score: Raw -1189625.889146 + Penalty 2999.126667 = -1186626.762479
  nChanged 414
		SP:Iteration 13Q (4907.360000 sec): 3 clusters
  Score: Raw -1189975.170251 + Penalty 2999.126667 = -1186976.043584
  nChanged 305
		SP:Iteration 14Q (4907.390000 sec): 3 clusters
  Score: Raw -1190212.609396 + Penalty 2999.126667 = -1187213.482728
  nChanged 231
		SP:Iteration 15Q (4907.410000 sec): 3 clusters
  Score: Raw -1190364.988123 + Penalty 2999.126667 = -1187365.861456
  nChanged 178
		SP:Iteration 16Q (4907.430000 sec): 3 clusters
  Score: Raw -1190477.526471 + Penalty 2999.126667 = -1187478.399803
  nChanged 130
		SP:Iteration 17Q (4907.460000 sec): 3 clusters
  Score: Raw -1190546.422969 + Penalty 2999.126667 = -1187547.296302
  nChanged 76
		SP:Iteration 18Q (4907.480000 sec): 3 clusters
  Score: Raw -1190578.369718 + Penalty 2999.126667 = -1187579.243050
  nChanged 66
		SP:Iteration 19Q (4907.500000 sec): 3 clusters
  Score: Raw -1190608.135694 + Penalty 2999.126667 = -1187609.009026
  nChanged 48
		SP:Iteration 20F (4907.520000 sec): 3 clusters
  Score: Raw -1190629.402315 + Penalty 2999.126667 = -1187630.275647
  nChanged 45
		SP:Iteration 21Q (4907.540000 sec): 3 clusters
  Score: Raw -1190645.004801 + Penalty 2999.126667 = -1187645.878134
  nChanged 30
		SP:Iteration 22Q (4907.570000 sec): 3 clusters
  Score: Raw -1190657.283637 + Penalty 2999.126667 = -1187658.156969
  nChanged 25
		SP:Iteration 23Q (4907.590000 sec): 3 clusters
  Score: Raw -1190667.742129 + Penalty 2999.126667 = -1187668.615461
  nChanged 30
		SP:Iteration 24Q (4907.610000 sec): 3 clusters
  Score: Raw -1190675.602056 + Penalty 2999.126667 = -1187676.475389
  nChanged 22
		SP:Iteration 25Q (4907.630000 sec): 3 clusters
  Score: Raw -1190681.252093 + Penalty 2999.126667 = -1187682.125426
  nChanged 21
		SP:Iteration 26Q (4907.650000 sec): 3 clusters
  Score: Raw -1190688.987919 + Penalty 2999.126667 = -1187689.861252
  nChanged 22
		SP:Iteration 27Q (4907.670000 sec): 3 clusters
  Score: Raw -1190696.775773 + Penalty 2999.126667 = -1187697.649106
  nChanged 18
		SP:Iteration 28Q (4907.700000 sec): 3 clusters
  Score: Raw -1190702.660960 + Penalty 2999.126667 = -1187703.534292
  nChanged 13
		SP:Iteration 29Q (4907.720000 sec): 3 clusters
  Score: Raw -1190707.762594 + Penalty 2999.126667 = -1187708.635927
  nChanged 13
		SP:Iteration 30Q (4907.740000 sec): 3 clusters
  Score: Raw -1190712.292270 + Penalty 2999.126667 = -1187713.165603
  nChanged 11
		SP:Iteration 31Q (4907.760000 sec): 3 clusters
  Score: Raw -1190716.185548 + Penalty 2999.126667 = -1187717.058881
  nChanged 10
		SP:Iteration 32Q (4907.780000 sec): 3 clusters
  Score: Raw -1190719.202625 + Penalty 2999.126667 = -1187720.075958
  nChanged 9
		SP:Iteration 33Q (4907.800000 sec): 3 clusters
  Score: Raw -1190723.669460 + Penalty 2999.126667 = -1187724.542792
  nChanged 13
		SP:Iteration 34Q (4907.820000 sec): 3 clusters
  Score: Raw -1190727.358231 + Penalty 2999.126667 = -1187728.231564
  nChanged 7
		SP:Iteration 35Q (4907.840000 sec): 3 clusters
  Score: Raw -1190729.226891 + Penalty 2999.126667 = -1187730.100223
  nChanged 4
		SP:Iteration 36Q (4907.860000 sec): 3 clusters
  Score: Raw -1190730.518055 + Penalty 2999.126667 = -1187731.391388
  nChanged 3
		SP:Iteration 37Q (4907.880000 sec): 3 clusters
  Score: Raw -1190731.338234 + Penalty 2999.126667 = -1187732.211567
  nChanged 4
		SP:Iteration 38Q (4907.900000 sec): 3 clusters
  Score: Raw -1190732.176789 + Penalty 2999.126667 = -1187733.050122
  nChanged 2
		SP:Iteration 39Q (4907.920000 sec): 3 clusters
  Score: Raw -1190732.538850 + Penalty 2999.126667 = -1187733.412182
  nChanged 2
		SP:Iteration 40F (4907.950000 sec): 3 clusters
  Score: Raw -1190732.954453 + Penalty 2999.126667 = -1187733.827785
  nChanged 1
		SP:Iteration 41Q (4907.970000 sec): 3 clusters
  Score: Raw -1190733.319509 + Penalty 2999.126667 = -1187734.192841
  nChanged 2
		SP:Iteration 42Q (4907.990000 sec): 3 clusters
  Score: Raw -1190733.830686 + Penalty 2999.126667 = -1187734.704019
  nChanged 0
		SP:Iteration 43F (4908.010000 sec): 3 clusters
  Score: Raw -1190733.830686 + Penalty 2999.126667 = -1187734.704019
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (13592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4908.050000 sec): 2 clusters
  Score: Raw -1464595.519321 + Penalty 1546.550958 = -1463048.968363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4908.090000 sec): 3 clusters
  Score: Raw -1456752.378890 + Penalty 3093.101916 = -1453659.276975
  nChanged 6019
		SP:Iteration 1F (4908.120000 sec): 3 clusters
  Score: Raw -1460087.976042 + Penalty 3093.101916 = -1456994.874127
  nChanged 911
		SP:Iteration 2F (4908.160000 sec): 3 clusters
  Score: Raw -1460633.965247 + Penalty 3093.101916 = -1457540.863332
  nChanged 862
		SP:Iteration 3F (4908.190000 sec): 3 clusters
  Score: Raw -1461224.897503 + Penalty 3093.101916 = -1458131.795587
  nChanged 865
		SP:Iteration 4F (4908.220000 sec): 3 clusters
  Score: Raw -1461806.874634 + Penalty 3093.101916 = -1458713.772719
  nChanged 822
		SP:Iteration 5F (4908.260000 sec): 3 clusters
  Score: Raw -1462401.920256 + Penalty 3093.101916 = -1459308.818340
  nChanged 798
		SP:Iteration 6F (4908.290000 sec): 3 clusters
  Score: Raw -1462984.948873 + Penalty 3093.101916 = -1459891.846957
  nChanged 788
		SP:Iteration 7F (4908.330000 sec): 3 clusters
  Score: Raw -1463547.204604 + Penalty 3093.101916 = -1460454.102689
  nChanged 682
		SP:Iteration 8F (4908.360000 sec): 3 clusters
  Score: Raw -1464022.683783 + Penalty 3093.101916 = -1460929.581868
  nChanged 576
		SP:Iteration 9Q (4908.390000 sec): 3 clusters
  Score: Raw -1464453.357577 + Penalty 3093.101916 = -1461360.255661
  nChanged 472
		SP:Iteration 10Q (4908.420000 sec): 3 clusters
  Score: Raw -1464831.701810 + Penalty 3093.101916 = -1461738.599894
  nChanged 395
		SP:Iteration 11Q (4908.460000 sec): 3 clusters
  Score: Raw -1465125.517935 + Penalty 3093.101916 = -1462032.416020
  nChanged 280
		SP:Iteration 12Q (4908.490000 sec): 3 clusters
  Score: Raw -1465268.374685 + Penalty 3093.101916 = -1462175.272769
  nChanged 204
		SP:Iteration 13Q (4908.520000 sec): 3 clusters
  Score: Raw -1465339.577262 + Penalty 3093.101916 = -1462246.475347
  nChanged 142
		SP:Iteration 14Q (4908.550000 sec): 3 clusters
  Score: Raw -1465383.701023 + Penalty 3093.101916 = -1462290.599108
  nChanged 112
		SP:Iteration 15Q (4908.580000 sec): 3 clusters
  Score: Raw -1465414.372239 + Penalty 3093.101916 = -1462321.270324
  nChanged 76
		SP:Iteration 16Q (4908.610000 sec): 3 clusters
  Score: Raw -1465436.059356 + Penalty 3093.101916 = -1462342.957441
  nChanged 73
		SP:Iteration 17Q (4908.640000 sec): 3 clusters
  Score: Raw -1465454.951513 + Penalty 3093.101916 = -1462361.849598
  nChanged 58
		SP:Iteration 18Q (4908.670000 sec): 3 clusters
  Score: Raw -1465469.260629 + Penalty 3093.101916 = -1462376.158714
  nChanged 64
		SP:Iteration 19Q (4908.700000 sec): 3 clusters
  Score: Raw -1465488.328560 + Penalty 3093.101916 = -1462395.226644
  nChanged 64
		SP:Iteration 20F (4908.730000 sec): 3 clusters
  Score: Raw -1465507.813530 + Penalty 3093.101916 = -1462414.711615
  nChanged 67
		SP:Iteration 21Q (4908.760000 sec): 3 clusters
  Score: Raw -1465536.612731 + Penalty 3093.101916 = -1462443.510815
  nChanged 71
		SP:Iteration 22Q (4908.790000 sec): 3 clusters
  Score: Raw -1465579.275917 + Penalty 3093.101916 = -1462486.174001
  nChanged 91
		SP:Iteration 23Q (4908.820000 sec): 3 clusters
  Score: Raw -1465631.474550 + Penalty 3093.101916 = -1462538.372634
  nChanged 94
		SP:Iteration 24Q (4908.850000 sec): 3 clusters
  Score: Raw -1465669.377420 + Penalty 3093.101916 = -1462576.275504
  nChanged 85
		SP:Iteration 25Q (4908.880000 sec): 3 clusters
  Score: Raw -1465705.722303 + Penalty 3093.101916 = -1462612.620387
  nChanged 96
		SP:Iteration 26Q (4908.910000 sec): 3 clusters
  Score: Raw -1465736.924078 + Penalty 3093.101916 = -1462643.822163
  nChanged 65
		SP:Iteration 27Q (4908.940000 sec): 3 clusters
  Score: Raw -1465752.562018 + Penalty 3093.101916 = -1462659.460103
  nChanged 49
		SP:Iteration 28Q (4908.960000 sec): 3 clusters
  Score: Raw -1465762.712797 + Penalty 3093.101916 = -1462669.610881
  nChanged 39
		SP:Iteration 29Q (4909.000000 sec): 3 clusters
  Score: Raw -1465771.903062 + Penalty 3093.101916 = -1462678.801147
  nChanged 45
		SP:Iteration 30Q (4909.020000 sec): 3 clusters
  Score: Raw -1465782.728115 + Penalty 3093.101916 = -1462689.626199
  nChanged 34
		SP:Iteration 31Q (4909.060000 sec): 3 clusters
  Score: Raw -1465788.928718 + Penalty 3093.101916 = -1462695.826802
  nChanged 27
		SP:Iteration 32Q (4909.080000 sec): 3 clusters
  Score: Raw -1465794.917135 + Penalty 3093.101916 = -1462701.815220
  nChanged 24
		SP:Iteration 33Q (4909.110000 sec): 3 clusters
  Score: Raw -1465799.111203 + Penalty 3093.101916 = -1462706.009287
  nChanged 19
		SP:Iteration 34Q (4909.140000 sec): 3 clusters
  Score: Raw -1465801.906503 + Penalty 3093.101916 = -1462708.804588
  nChanged 17
		SP:Iteration 35Q (4909.170000 sec): 3 clusters
  Score: Raw -1465804.430437 + Penalty 3093.101916 = -1462711.328521
  nChanged 14
		SP:Iteration 36Q (4909.200000 sec): 3 clusters
  Score: Raw -1465807.131833 + Penalty 3093.101916 = -1462714.029917
  nChanged 11
		SP:Iteration 37Q (4909.230000 sec): 3 clusters
  Score: Raw -1465808.616061 + Penalty 3093.101916 = -1462715.514145
  nChanged 13
		SP:Iteration 38Q (4909.260000 sec): 3 clusters
  Score: Raw -1465810.759441 + Penalty 3093.101916 = -1462717.657525
  nChanged 11
		SP:Iteration 39Q (4909.280000 sec): 3 clusters
  Score: Raw -1465813.168014 + Penalty 3093.101916 = -1462720.066098
  nChanged 8
		SP:Iteration 40F (4909.320000 sec): 3 clusters
  Score: Raw -1465815.084094 + Penalty 3093.101916 = -1462721.982179
  nChanged 11
		SP:Iteration 41Q (4909.350000 sec): 3 clusters
  Score: Raw -1465817.405117 + Penalty 3093.101916 = -1462724.303202
  nChanged 10
		SP:Iteration 42Q (4909.380000 sec): 3 clusters
  Score: Raw -1465818.854472 + Penalty 3093.101916 = -1462725.752556
  nChanged 5
		SP:Iteration 43Q (4909.400000 sec): 3 clusters
  Score: Raw -1465819.648562 + Penalty 3093.101916 = -1462726.546647
  nChanged 4
		SP:Iteration 44Q (4909.430000 sec): 3 clusters
  Score: Raw -1465820.094043 + Penalty 3093.101916 = -1462726.992127
  nChanged 3
		SP:Iteration 45Q (4909.460000 sec): 3 clusters
  Score: Raw -1465820.392579 + Penalty 3093.101916 = -1462727.290664
  nChanged 1
		SP:Iteration 46Q (4909.490000 sec): 3 clusters
  Score: Raw -1465820.433838 + Penalty 3093.101916 = -1462727.331923
  nChanged 0
		SP:Iteration 47F (4909.520000 sec): 3 clusters
  Score: Raw -1465820.433838 + Penalty 3093.101916 = -1462727.331923
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 44 (3108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4909.540000 sec): 2 clusters
  Score: Raw -327968.217864 + Penalty 1306.781891 = -326661.435974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4909.550000 sec): 3 clusters
  Score: Raw -326541.233502 + Penalty 2613.563781 = -323927.669721
  nChanged 1172
		SP:Iteration 1F (4909.560000 sec): 3 clusters
  Score: Raw -327504.222023 + Penalty 2613.563781 = -324890.658242
  nChanged 336
		SP:Iteration 2F (4909.560000 sec): 3 clusters
  Score: Raw -327918.321580 + Penalty 2613.563781 = -325304.757799
  nChanged 250
		SP:Iteration 3F (4909.570000 sec): 3 clusters
  Score: Raw -328174.568707 + Penalty 2613.563781 = -325561.004926
  nChanged 186
		SP:Iteration 4F (4909.580000 sec): 3 clusters
  Score: Raw -328341.802607 + Penalty 2613.563781 = -325728.238825
  nChanged 146
		SP:Iteration 5Q (4909.590000 sec): 3 clusters
  Score: Raw -328454.971025 + Penalty 2613.563781 = -325841.407243
  nChanged 112
		SP:Iteration 6Q (4909.600000 sec): 3 clusters
  Score: Raw -328528.310786 + Penalty 2613.563781 = -325914.747005
  nChanged 74
		SP:Iteration 7Q (4909.600000 sec): 3 clusters
  Score: Raw -328564.807531 + Penalty 2613.563781 = -325951.243749
  nChanged 64
		SP:Iteration 8Q (4909.610000 sec): 3 clusters
  Score: Raw -328600.612824 + Penalty 2613.563781 = -325987.049043
  nChanged 42
		SP:Iteration 9Q (4909.620000 sec): 3 clusters
  Score: Raw -328627.356337 + Penalty 2613.563781 = -326013.792556
  nChanged 34
		SP:Iteration 10Q (4909.620000 sec): 3 clusters
  Score: Raw -328642.335280 + Penalty 2613.563781 = -326028.771499
  nChanged 23
		SP:Iteration 11Q (4909.630000 sec): 3 clusters
  Score: Raw -328651.704944 + Penalty 2613.563781 = -326038.141162
  nChanged 10
		SP:Iteration 12Q (4909.640000 sec): 3 clusters
  Score: Raw -328654.391871 + Penalty 2613.563781 = -326040.828090
  nChanged 7
		SP:Iteration 13Q (4909.640000 sec): 3 clusters
  Score: Raw -328656.317937 + Penalty 2613.563781 = -326042.754156
  nChanged 7
		SP:Iteration 14Q (4909.650000 sec): 3 clusters
  Score: Raw -328659.524743 + Penalty 2613.563781 = -326045.960962
  nChanged 7
		SP:Iteration 15Q (4909.660000 sec): 3 clusters
  Score: Raw -328661.310114 + Penalty 2613.563781 = -326047.746332
  nChanged 6
		SP:Iteration 16Q (4909.670000 sec): 3 clusters
  Score: Raw -328663.514443 + Penalty 2613.563781 = -326049.950662
  nChanged 5
		SP:Iteration 17Q (4909.680000 sec): 3 clusters
  Score: Raw -328665.177588 + Penalty 2613.563781 = -326051.613807
  nChanged 7
		SP:Iteration 18Q (4909.680000 sec): 3 clusters
  Score: Raw -328667.446015 + Penalty 2613.563781 = -326053.882234
  nChanged 6
		SP:Iteration 19Q (4909.690000 sec): 3 clusters
  Score: Raw -328671.159827 + Penalty 2613.563781 = -326057.596046
  nChanged 9
		SP:Iteration 20F (4909.700000 sec): 3 clusters
  Score: Raw -328673.858514 + Penalty 2613.563781 = -326060.294732
  nChanged 6
		SP:Iteration 21Q (4909.700000 sec): 3 clusters
  Score: Raw -328675.351949 + Penalty 2613.563781 = -326061.788167
  nChanged 8
		SP:Iteration 22Q (4909.710000 sec): 3 clusters
  Score: Raw -328677.715424 + Penalty 2613.563781 = -326064.151642
  nChanged 4
		SP:Iteration 23Q (4909.720000 sec): 3 clusters
  Score: Raw -328678.664132 + Penalty 2613.563781 = -326065.100351
  nChanged 3
		SP:Iteration 24Q (4909.720000 sec): 3 clusters
  Score: Raw -328679.586952 + Penalty 2613.563781 = -326066.023171
  nChanged 3
		SP:Iteration 25Q (4909.730000 sec): 3 clusters
  Score: Raw -328680.236891 + Penalty 2613.563781 = -326066.673110
  nChanged 2
		SP:Iteration 26Q (4909.740000 sec): 3 clusters
  Score: Raw -328680.467378 + Penalty 2613.563781 = -326066.903596
  nChanged 1
		SP:Iteration 27Q (4909.750000 sec): 3 clusters
  Score: Raw -328680.683942 + Penalty 2613.563781 = -326067.120160
  nChanged 1
		SP:Iteration 28Q (4909.760000 sec): 3 clusters
  Score: Raw -328680.749035 + Penalty 2613.563781 = -326067.185253
  nChanged 0
		SP:Iteration 29F (4909.760000 sec): 3 clusters
  Score: Raw -328680.749035 + Penalty 2613.563781 = -326067.185253
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 45 (10683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4909.800000 sec): 2 clusters
  Score: Raw -1238062.350482 + Penalty 1507.416458 = -1236554.934024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4909.820000 sec): 3 clusters
  Score: Raw -1231903.083841 + Penalty 3014.832916 = -1228888.250925
  nChanged 4624
		SP:Iteration 1F (4909.850000 sec): 3 clusters
  Score: Raw -1234427.658324 + Penalty 3014.832916 = -1231412.825408
  nChanged 648
		SP:Iteration 2F (4909.880000 sec): 3 clusters
  Score: Raw -1234716.880547 + Penalty 3014.832916 = -1231702.047631
  nChanged 593
		SP:Iteration 3F (4909.900000 sec): 3 clusters
  Score: Raw -1235073.188544 + Penalty 3014.832916 = -1232058.355628
  nChanged 651
		SP:Iteration 4F (4909.930000 sec): 3 clusters
  Score: Raw -1235561.152757 + Penalty 3014.832916 = -1232546.319841
  nChanged 701
		SP:Iteration 5F (4909.960000 sec): 3 clusters
  Score: Raw -1236122.783946 + Penalty 3014.832916 = -1233107.951031
  nChanged 710
		SP:Iteration 6F (4909.990000 sec): 3 clusters
  Score: Raw -1236761.147327 + Penalty 3014.832916 = -1233746.314411
  nChanged 701
		SP:Iteration 7F (4910.010000 sec): 3 clusters
  Score: Raw -1237371.924350 + Penalty 3014.832916 = -1234357.091434
  nChanged 541
		SP:Iteration 8F (4910.040000 sec): 3 clusters
  Score: Raw -1237859.664470 + Penalty 3014.832916 = -1234844.831554
  nChanged 419
		SP:Iteration 9Q (4910.060000 sec): 3 clusters
  Score: Raw -1238262.259913 + Penalty 3014.832916 = -1235247.426997
  nChanged 313
		SP:Iteration 10Q (4910.090000 sec): 3 clusters
  Score: Raw -1238494.641291 + Penalty 3014.832916 = -1235479.808375
  nChanged 206
		SP:Iteration 11Q (4910.120000 sec): 3 clusters
  Score: Raw -1238606.434243 + Penalty 3014.832916 = -1235591.601327
  nChanged 135
		SP:Iteration 12Q (4910.140000 sec): 3 clusters
  Score: Raw -1238662.637028 + Penalty 3014.832916 = -1235647.804112
  nChanged 83
		SP:Iteration 13Q (4910.160000 sec): 3 clusters
  Score: Raw -1238689.172814 + Penalty 3014.832916 = -1235674.339898
  nChanged 64
		SP:Iteration 14Q (4910.190000 sec): 3 clusters
  Score: Raw -1238707.135820 + Penalty 3014.832916 = -1235692.302904
  nChanged 62
		SP:Iteration 15Q (4910.210000 sec): 3 clusters
  Score: Raw -1238724.034666 + Penalty 3014.832916 = -1235709.201750
  nChanged 57
		SP:Iteration 16Q (4910.230000 sec): 3 clusters
  Score: Raw -1238739.591448 + Penalty 3014.832916 = -1235724.758532
  nChanged 56
		SP:Iteration 17Q (4910.260000 sec): 3 clusters
  Score: Raw -1238758.194022 + Penalty 3014.832916 = -1235743.361106
  nChanged 53
		SP:Iteration 18Q (4910.280000 sec): 3 clusters
  Score: Raw -1238772.019138 + Penalty 3014.832916 = -1235757.186222
  nChanged 48
		SP:Iteration 19Q (4910.300000 sec): 3 clusters
  Score: Raw -1238783.100451 + Penalty 3014.832916 = -1235768.267535
  nChanged 37
		SP:Iteration 20F (4910.330000 sec): 3 clusters
  Score: Raw -1238790.658566 + Penalty 3014.832916 = -1235775.825650
  nChanged 28
		SP:Iteration 21Q (4910.350000 sec): 3 clusters
  Score: Raw -1238796.158991 + Penalty 3014.832916 = -1235781.326076
  nChanged 24
		SP:Iteration 22Q (4910.380000 sec): 3 clusters
  Score: Raw -1238800.205608 + Penalty 3014.832916 = -1235785.372692
  nChanged 19
		SP:Iteration 23Q (4910.400000 sec): 3 clusters
  Score: Raw -1238804.578953 + Penalty 3014.832916 = -1235789.746037
  nChanged 19
		SP:Iteration 24Q (4910.420000 sec): 3 clusters
  Score: Raw -1238809.603684 + Penalty 3014.832916 = -1235794.770768
  nChanged 21
		SP:Iteration 25Q (4910.440000 sec): 3 clusters
  Score: Raw -1238815.393618 + Penalty 3014.832916 = -1235800.560702
  nChanged 23
		SP:Iteration 26Q (4910.470000 sec): 3 clusters
  Score: Raw -1238819.567878 + Penalty 3014.832916 = -1235804.734962
  nChanged 15
		SP:Iteration 27Q (4910.490000 sec): 3 clusters
  Score: Raw -1238821.702049 + Penalty 3014.832916 = -1235806.869134
  nChanged 13
		SP:Iteration 28Q (4910.510000 sec): 3 clusters
  Score: Raw -1238823.638934 + Penalty 3014.832916 = -1235808.806018
  nChanged 10
		SP:Iteration 29Q (4910.540000 sec): 3 clusters
  Score: Raw -1238825.068510 + Penalty 3014.832916 = -1235810.235594
  nChanged 10
		SP:Iteration 30Q (4910.560000 sec): 3 clusters
  Score: Raw -1238826.373815 + Penalty 3014.832916 = -1235811.540899
  nChanged 4
		SP:Iteration 31Q (4910.580000 sec): 3 clusters
  Score: Raw -1238826.956034 + Penalty 3014.832916 = -1235812.123118
  nChanged 3
		SP:Iteration 32Q (4910.600000 sec): 3 clusters
  Score: Raw -1238827.136633 + Penalty 3014.832916 = -1235812.303718
  nChanged 1
		SP:Iteration 33Q (4910.620000 sec): 3 clusters
  Score: Raw -1238827.179755 + Penalty 3014.832916 = -1235812.346839
  nChanged 0
		SP:Iteration 34F (4910.650000 sec): 3 clusters
  Score: Raw -1238827.179755 + Penalty 3014.832916 = -1235812.346839
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4910.670000 sec): 2 clusters
  Score: Raw -501422.232427 + Penalty 1368.074276 = -500054.158151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4910.690000 sec): 3 clusters
  Score: Raw -499147.294636 + Penalty 2736.148552 = -496411.146084
  nChanged 1794
		SP:Iteration 1F (4910.700000 sec): 3 clusters
  Score: Raw -500223.783591 + Penalty 2736.148552 = -497487.635039
  nChanged 392
		SP:Iteration 2F (4910.710000 sec): 3 clusters
  Score: Raw -500520.469961 + Penalty 2736.148552 = -497784.321409
  nChanged 323
		SP:Iteration 3F (4910.720000 sec): 3 clusters
  Score: Raw -500784.946616 + Penalty 2736.148552 = -498048.798064
  nChanged 313
		SP:Iteration 4F (4910.730000 sec): 3 clusters
  Score: Raw -501054.082582 + Penalty 2736.148552 = -498317.934029
  nChanged 279
		SP:Iteration 5F (4910.740000 sec): 3 clusters
  Score: Raw -501265.522506 + Penalty 2736.148552 = -498529.373954
  nChanged 227
		SP:Iteration 6F (4910.750000 sec): 3 clusters
  Score: Raw -501450.700350 + Penalty 2736.148552 = -498714.551798
  nChanged 188
		SP:Iteration 7Q (4910.770000 sec): 3 clusters
  Score: Raw -501571.927275 + Penalty 2736.148552 = -498835.778723
  nChanged 147
		SP:Iteration 8Q (4910.780000 sec): 3 clusters
  Score: Raw -501658.630908 + Penalty 2736.148552 = -498922.482356
  nChanged 98
		SP:Iteration 9Q (4910.790000 sec): 3 clusters
  Score: Raw -501704.398198 + Penalty 2736.148552 = -498968.249646
  nChanged 69
		SP:Iteration 10Q (4910.800000 sec): 3 clusters
  Score: Raw -501735.997034 + Penalty 2736.148552 = -498999.848482
  nChanged 60
		SP:Iteration 11Q (4910.810000 sec): 3 clusters
  Score: Raw -501755.556749 + Penalty 2736.148552 = -499019.408196
  nChanged 44
		SP:Iteration 12Q (4910.820000 sec): 3 clusters
  Score: Raw -501768.537712 + Penalty 2736.148552 = -499032.389159
  nChanged 26
		SP:Iteration 13Q (4910.830000 sec): 3 clusters
  Score: Raw -501777.153451 + Penalty 2736.148552 = -499041.004899
  nChanged 10
		SP:Iteration 14Q (4910.840000 sec): 3 clusters
  Score: Raw -501779.977320 + Penalty 2736.148552 = -499043.828768
  nChanged 11
		SP:Iteration 15Q (4910.850000 sec): 3 clusters
  Score: Raw -501783.392113 + Penalty 2736.148552 = -499047.243561
  nChanged 9
		SP:Iteration 16Q (4910.870000 sec): 3 clusters
  Score: Raw -501785.848634 + Penalty 2736.148552 = -499049.700081
  nChanged 4
		SP:Iteration 17Q (4910.880000 sec): 3 clusters
  Score: Raw -501786.530864 + Penalty 2736.148552 = -499050.382312
  nChanged 1
		SP:Iteration 18Q (4910.890000 sec): 3 clusters
  Score: Raw -501786.723639 + Penalty 2736.148552 = -499050.575087
  nChanged 1
		SP:Iteration 19Q (4910.900000 sec): 3 clusters
  Score: Raw -501787.250714 + Penalty 2736.148552 = -499051.102162
  nChanged 3
		SP:Iteration 20F (4910.910000 sec): 3 clusters
  Score: Raw -501788.342876 + Penalty 2736.148552 = -499052.194323
  nChanged 2
		SP:Iteration 21Q (4910.920000 sec): 3 clusters
  Score: Raw -501788.785155 + Penalty 2736.148552 = -499052.636603
  nChanged 2
		SP:Iteration 22Q (4910.930000 sec): 3 clusters
  Score: Raw -501789.325644 + Penalty 2736.148552 = -499053.177092
  nChanged 1
		SP:Iteration 23Q (4910.940000 sec): 3 clusters
  Score: Raw -501789.417164 + Penalty 2736.148552 = -499053.268612
  nChanged 0
		SP:Iteration 24F (4910.950000 sec): 3 clusters
  Score: Raw -501789.417164 + Penalty 2736.148552 = -499053.268612
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (6920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4910.980000 sec): 2 clusters
  Score: Raw -782585.314838 + Penalty 1436.852795 = -781148.462043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4910.990000 sec): 3 clusters
  Score: Raw -778757.231007 + Penalty 2873.705591 = -775883.525417
  nChanged 2907
		SP:Iteration 1F (4911.010000 sec): 3 clusters
  Score: Raw -780283.852925 + Penalty 2873.705591 = -777410.147334
  nChanged 473
		SP:Iteration 2F (4911.030000 sec): 3 clusters
  Score: Raw -780545.685226 + Penalty 2873.705591 = -777671.979635
  nChanged 403
		SP:Iteration 3F (4911.050000 sec): 3 clusters
  Score: Raw -780781.716328 + Penalty 2873.705591 = -777908.010738
  nChanged 356
		SP:Iteration 4F (4911.060000 sec): 3 clusters
  Score: Raw -781007.687378 + Penalty 2873.705591 = -778133.981787
  nChanged 351
		SP:Iteration 5F (4911.080000 sec): 3 clusters
  Score: Raw -781221.087586 + Penalty 2873.705591 = -778347.381995
  nChanged 332
		SP:Iteration 6Q (4911.100000 sec): 3 clusters
  Score: Raw -781416.141219 + Penalty 2873.705591 = -778542.435628
  nChanged 294
		SP:Iteration 7Q (4911.110000 sec): 3 clusters
  Score: Raw -781585.599911 + Penalty 2873.705591 = -778711.894320
  nChanged 267
		SP:Iteration 8Q (4911.130000 sec): 3 clusters
  Score: Raw -781736.705445 + Penalty 2873.705591 = -778862.999854
  nChanged 246
		SP:Iteration 9Q (4911.150000 sec): 3 clusters
  Score: Raw -781869.391094 + Penalty 2873.705591 = -778995.685503
  nChanged 235
		SP:Iteration 10Q (4911.170000 sec): 3 clusters
  Score: Raw -781993.523064 + Penalty 2873.705591 = -779119.817473
  nChanged 198
		SP:Iteration 11Q (4911.180000 sec): 3 clusters
  Score: Raw -782108.180168 + Penalty 2873.705591 = -779234.474577
  nChanged 184
		SP:Iteration 12Q (4911.200000 sec): 3 clusters
  Score: Raw -782202.945621 + Penalty 2873.705591 = -779329.240031
  nChanged 143
		SP:Iteration 13Q (4911.220000 sec): 3 clusters
  Score: Raw -782267.466967 + Penalty 2873.705591 = -779393.761376
  nChanged 111
		SP:Iteration 14Q (4911.230000 sec): 3 clusters
  Score: Raw -782309.781817 + Penalty 2873.705591 = -779436.076226
  nChanged 97
		SP:Iteration 15Q (4911.250000 sec): 3 clusters
  Score: Raw -782347.843999 + Penalty 2873.705591 = -779474.138408
  nChanged 75
		SP:Iteration 16Q (4911.270000 sec): 3 clusters
  Score: Raw -782380.792212 + Penalty 2873.705591 = -779507.086621
  nChanged 74
		SP:Iteration 17Q (4911.280000 sec): 3 clusters
  Score: Raw -782423.745006 + Penalty 2873.705591 = -779550.039415
  nChanged 87
		SP:Iteration 18Q (4911.300000 sec): 3 clusters
  Score: Raw -782460.188008 + Penalty 2873.705591 = -779586.482418
  nChanged 77
		SP:Iteration 19Q (4911.320000 sec): 3 clusters
  Score: Raw -782482.108871 + Penalty 2873.705591 = -779608.403280
  nChanged 45
		SP:Iteration 20F (4911.330000 sec): 3 clusters
  Score: Raw -782492.324724 + Penalty 2873.705591 = -779618.619133
  nChanged 34
		SP:Iteration 21Q (4911.350000 sec): 3 clusters
  Score: Raw -782500.220508 + Penalty 2873.705591 = -779626.514917
  nChanged 39
		SP:Iteration 22Q (4911.360000 sec): 3 clusters
  Score: Raw -782510.457774 + Penalty 2873.705591 = -779636.752183
  nChanged 37
		SP:Iteration 23Q (4911.380000 sec): 3 clusters
  Score: Raw -782520.471937 + Penalty 2873.705591 = -779646.766347
  nChanged 41
		SP:Iteration 24Q (4911.400000 sec): 3 clusters
  Score: Raw -782531.871082 + Penalty 2873.705591 = -779658.165491
  nChanged 51
		SP:Iteration 25Q (4911.410000 sec): 3 clusters
  Score: Raw -782548.688229 + Penalty 2873.705591 = -779674.982639
  nChanged 64
		SP:Iteration 26Q (4911.430000 sec): 3 clusters
  Score: Raw -782571.837013 + Penalty 2873.705591 = -779698.131422
  nChanged 65
		SP:Iteration 27Q (4911.440000 sec): 3 clusters
  Score: Raw -782596.067381 + Penalty 2873.705591 = -779722.361790
  nChanged 61
		SP:Iteration 28Q (4911.460000 sec): 3 clusters
  Score: Raw -782618.081076 + Penalty 2873.705591 = -779744.375486
  nChanged 59
		SP:Iteration 29Q (4911.480000 sec): 3 clusters
  Score: Raw -782641.706087 + Penalty 2873.705591 = -779768.000496
  nChanged 65
		SP:Iteration 30Q (4911.490000 sec): 3 clusters
  Score: Raw -782668.441618 + Penalty 2873.705591 = -779794.736027
  nChanged 55
		SP:Iteration 31Q (4911.510000 sec): 3 clusters
  Score: Raw -782687.228923 + Penalty 2873.705591 = -779813.523332
  nChanged 48
		SP:Iteration 32Q (4911.520000 sec): 3 clusters
  Score: Raw -782702.048837 + Penalty 2873.705591 = -779828.343246
  nChanged 39
		SP:Iteration 33Q (4911.540000 sec): 3 clusters
  Score: Raw -782712.849836 + Penalty 2873.705591 = -779839.144245
  nChanged 36
		SP:Iteration 34Q (4911.550000 sec): 3 clusters
  Score: Raw -782725.303590 + Penalty 2873.705591 = -779851.597999
  nChanged 36
		SP:Iteration 35Q (4911.570000 sec): 3 clusters
  Score: Raw -782736.983429 + Penalty 2873.705591 = -779863.277838
  nChanged 28
		SP:Iteration 36Q (4911.580000 sec): 3 clusters
  Score: Raw -782745.037238 + Penalty 2873.705591 = -779871.331647
  nChanged 29
		SP:Iteration 37Q (4911.600000 sec): 3 clusters
  Score: Raw -782755.252730 + Penalty 2873.705591 = -779881.547139
  nChanged 39
		SP:Iteration 38Q (4911.610000 sec): 3 clusters
  Score: Raw -782771.268797 + Penalty 2873.705591 = -779897.563206
  nChanged 40
		SP:Iteration 39Q (4911.630000 sec): 3 clusters
  Score: Raw -782787.844507 + Penalty 2873.705591 = -779914.138916
  nChanged 50
		SP:Iteration 40F (4911.640000 sec): 3 clusters
  Score: Raw -782809.172191 + Penalty 2873.705591 = -779935.466600
  nChanged 47
		SP:Iteration 41Q (4911.660000 sec): 3 clusters
  Score: Raw -782827.985859 + Penalty 2873.705591 = -779954.280268
  nChanged 41
		SP:Iteration 42Q (4911.670000 sec): 3 clusters
  Score: Raw -782845.067002 + Penalty 2873.705591 = -779971.361411
  nChanged 43
		SP:Iteration 43Q (4911.680000 sec): 3 clusters
  Score: Raw -782860.293699 + Penalty 2873.705591 = -779986.588108
  nChanged 34
		SP:Iteration 44Q (4911.700000 sec): 3 clusters
  Score: Raw -782873.503928 + Penalty 2873.705591 = -779999.798337
  nChanged 36
		SP:Iteration 45Q (4911.710000 sec): 3 clusters
  Score: Raw -782888.430869 + Penalty 2873.705591 = -780014.725279
  nChanged 26
		SP:Iteration 46Q (4911.730000 sec): 3 clusters
  Score: Raw -782898.397450 + Penalty 2873.705591 = -780024.691860
  nChanged 25
		SP:Iteration 47Q (4911.740000 sec): 3 clusters
  Score: Raw -782908.312806 + Penalty 2873.705591 = -780034.607215
  nChanged 22
		SP:Iteration 48Q (4911.760000 sec): 3 clusters
  Score: Raw -782916.210397 + Penalty 2873.705591 = -780042.504806
  nChanged 17
		SP:Iteration 49Q (4911.770000 sec): 3 clusters
  Score: Raw -782920.897003 + Penalty 2873.705591 = -780047.191412
  nChanged 12
		SP:Iteration 50Q (4911.780000 sec): 3 clusters
  Score: Raw -782924.242646 + Penalty 2873.705591 = -780050.537055
  nChanged 13
		SP:Iteration 51Q (4911.800000 sec): 3 clusters
  Score: Raw -782927.995292 + Penalty 2873.705591 = -780054.289701
  nChanged 17
		SP:Iteration 52Q (4911.810000 sec): 3 clusters
  Score: Raw -782932.611520 + Penalty 2873.705591 = -780058.905930
  nChanged 16
		SP:Iteration 53Q (4911.830000 sec): 3 clusters
  Score: Raw -782936.619816 + Penalty 2873.705591 = -780062.914225
  nChanged 14
		SP:Iteration 54Q (4911.840000 sec): 3 clusters
  Score: Raw -782941.990806 + Penalty 2873.705591 = -780068.285216
  nChanged 13
		SP:Iteration 55Q (4911.860000 sec): 3 clusters
  Score: Raw -782945.205324 + Penalty 2873.705591 = -780071.499733
  nChanged 9
		SP:Iteration 56Q (4911.870000 sec): 3 clusters
  Score: Raw -782947.790763 + Penalty 2873.705591 = -780074.085172
  nChanged 10
		SP:Iteration 57Q (4911.880000 sec): 3 clusters
  Score: Raw -782950.694864 + Penalty 2873.705591 = -780076.989273
  nChanged 8
		SP:Iteration 58Q (4911.900000 sec): 3 clusters
  Score: Raw -782953.099950 + Penalty 2873.705591 = -780079.394359
  nChanged 16
		SP:Iteration 59Q (4911.910000 sec): 3 clusters
  Score: Raw -782959.816873 + Penalty 2873.705591 = -780086.111282
  nChanged 12
		SP:Iteration 60F (4911.930000 sec): 3 clusters
  Score: Raw -782964.345815 + Penalty 2873.705591 = -780090.640224
  nChanged 14
		SP:Iteration 61Q (4911.940000 sec): 3 clusters
  Score: Raw -782967.858745 + Penalty 2873.705591 = -780094.153154
  nChanged 6
		SP:Iteration 62Q (4911.960000 sec): 3 clusters
  Score: Raw -782969.211088 + Penalty 2873.705591 = -780095.505497
  nChanged 4
		SP:Iteration 63Q (4911.970000 sec): 3 clusters
  Score: Raw -782969.837906 + Penalty 2873.705591 = -780096.132316
  nChanged 1
		SP:Iteration 64Q (4911.980000 sec): 3 clusters
  Score: Raw -782969.970597 + Penalty 2873.705591 = -780096.265006
  nChanged 1
		SP:Iteration 65Q (4912.000000 sec): 3 clusters
  Score: Raw -782970.135262 + Penalty 2873.705591 = -780096.429671
  nChanged 1
		SP:Iteration 66Q (4912.010000 sec): 3 clusters
  Score: Raw -782970.385380 + Penalty 2873.705591 = -780096.679789
  nChanged 1
		SP:Iteration 67Q (4912.030000 sec): 3 clusters
  Score: Raw -782970.487279 + Penalty 2873.705591 = -780096.781688
  nChanged 0
		SP:Iteration 68F (4912.040000 sec): 3 clusters
  Score: Raw -782970.487279 + Penalty 2873.705591 = -780096.781688
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4912.100000 sec): 2 clusters
  Score: Raw -1854504.925444 + Penalty 1568.847979 = -1852936.077465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4912.130000 sec): 3 clusters
  Score: Raw -1845421.950006 + Penalty 3137.695959 = -1842284.254048
  nChanged 6830
		SP:Iteration 1F (4912.170000 sec): 3 clusters
  Score: Raw -1849211.736669 + Penalty 3137.695959 = -1846074.040710
  nChanged 791
		SP:Iteration 2F (4912.210000 sec): 3 clusters
  Score: Raw -1849485.706705 + Penalty 3137.695959 = -1846348.010746
  nChanged 634
		SP:Iteration 3Q (4912.250000 sec): 3 clusters
  Score: Raw -1849683.181053 + Penalty 3137.695959 = -1846545.485094
  nChanged 551
		SP:Iteration 4Q (4912.290000 sec): 3 clusters
  Score: Raw -1849843.869892 + Penalty 3137.695959 = -1846706.173933
  nChanged 489
		SP:Iteration 5Q (4912.330000 sec): 3 clusters
  Score: Raw -1849993.165431 + Penalty 3137.695959 = -1846855.469472
  nChanged 476
		SP:Iteration 6Q (4912.370000 sec): 3 clusters
  Score: Raw -1850149.838853 + Penalty 3137.695959 = -1847012.142894
  nChanged 491
		SP:Iteration 7Q (4912.410000 sec): 3 clusters
  Score: Raw -1850326.988133 + Penalty 3137.695959 = -1847189.292174
  nChanged 509
		SP:Iteration 8Q (4912.450000 sec): 3 clusters
  Score: Raw -1850565.696901 + Penalty 3137.695959 = -1847428.000943
  nChanged 575
		SP:Iteration 9Q (4912.490000 sec): 3 clusters
  Score: Raw -1850874.322231 + Penalty 3137.695959 = -1847736.626273
  nChanged 675
		SP:Iteration 10Q (4912.530000 sec): 3 clusters
  Score: Raw -1851254.707242 + Penalty 3137.695959 = -1848117.011284
  nChanged 713
		SP:Iteration 11Q (4912.570000 sec): 3 clusters
  Score: Raw -1851736.308611 + Penalty 3137.695959 = -1848598.612653
  nChanged 719
		SP:Iteration 12Q (4912.610000 sec): 3 clusters
  Score: Raw -1852263.228369 + Penalty 3137.695959 = -1849125.532410
  nChanged 690
		SP:Iteration 13Q (4912.650000 sec): 3 clusters
  Score: Raw -1852809.690619 + Penalty 3137.695959 = -1849671.994660
  nChanged 593
		SP:Iteration 14Q (4912.690000 sec): 3 clusters
  Score: Raw -1853274.607487 + Penalty 3137.695959 = -1850136.911529
  nChanged 456
		SP:Iteration 15Q (4912.720000 sec): 3 clusters
  Score: Raw -1853635.069493 + Penalty 3137.695959 = -1850497.373534
  nChanged 375
		SP:Iteration 16Q (4912.760000 sec): 3 clusters
  Score: Raw -1853905.035316 + Penalty 3137.695959 = -1850767.339357
  nChanged 286
		SP:Iteration 17Q (4912.790000 sec): 3 clusters
  Score: Raw -1854090.874186 + Penalty 3137.695959 = -1850953.178227
  nChanged 211
		SP:Iteration 18Q (4912.820000 sec): 3 clusters
  Score: Raw -1854230.416606 + Penalty 3137.695959 = -1851092.720647
  nChanged 183
		SP:Iteration 19Q (4912.850000 sec): 3 clusters
  Score: Raw -1854348.895966 + Penalty 3137.695959 = -1851211.200008
  nChanged 133
		SP:Iteration 20F (4912.890000 sec): 3 clusters
  Score: Raw -1854435.382437 + Penalty 3137.695959 = -1851297.686478
  nChanged 123
		SP:Iteration 21Q (4912.920000 sec): 3 clusters
  Score: Raw -1854519.181689 + Penalty 3137.695959 = -1851381.485731
  nChanged 107
		SP:Iteration 22Q (4912.950000 sec): 3 clusters
  Score: Raw -1854586.505104 + Penalty 3137.695959 = -1851448.809145
  nChanged 83
		SP:Iteration 23Q (4912.980000 sec): 3 clusters
  Score: Raw -1854634.463012 + Penalty 3137.695959 = -1851496.767054
  nChanged 59
		SP:Iteration 24Q (4913.010000 sec): 3 clusters
  Score: Raw -1854665.499156 + Penalty 3137.695959 = -1851527.803198
  nChanged 58
		SP:Iteration 25Q (4913.040000 sec): 3 clusters
  Score: Raw -1854699.967040 + Penalty 3137.695959 = -1851562.271082
  nChanged 44
		SP:Iteration 26Q (4913.070000 sec): 3 clusters
  Score: Raw -1854723.454758 + Penalty 3137.695959 = -1851585.758800
  nChanged 40
		SP:Iteration 27Q (4913.100000 sec): 3 clusters
  Score: Raw -1854743.569819 + Penalty 3137.695959 = -1851605.873860
  nChanged 25
		SP:Iteration 28Q (4913.130000 sec): 3 clusters
  Score: Raw -1854754.105674 + Penalty 3137.695959 = -1851616.409715
  nChanged 15
		SP:Iteration 29Q (4913.160000 sec): 3 clusters
  Score: Raw -1854758.827024 + Penalty 3137.695959 = -1851621.131066
  nChanged 10
		SP:Iteration 30Q (4913.190000 sec): 3 clusters
  Score: Raw -1854762.099999 + Penalty 3137.695959 = -1851624.404041
  nChanged 5
		SP:Iteration 31Q (4913.210000 sec): 3 clusters
  Score: Raw -1854765.508512 + Penalty 3137.695959 = -1851627.812553
  nChanged 6
		SP:Iteration 32Q (4913.240000 sec): 3 clusters
  Score: Raw -1854768.552465 + Penalty 3137.695959 = -1851630.856506
  nChanged 4
		SP:Iteration 33Q (4913.270000 sec): 3 clusters
  Score: Raw -1854770.215291 + Penalty 3137.695959 = -1851632.519332
  nChanged 5
		SP:Iteration 34Q (4913.300000 sec): 3 clusters
  Score: Raw -1854772.761428 + Penalty 3137.695959 = -1851635.065469
  nChanged 7
		SP:Iteration 35Q (4913.330000 sec): 3 clusters
  Score: Raw -1854775.715603 + Penalty 3137.695959 = -1851638.019644
  nChanged 5
		SP:Iteration 36Q (4913.350000 sec): 3 clusters
  Score: Raw -1854777.752113 + Penalty 3137.695959 = -1851640.056155
  nChanged 7
		SP:Iteration 37Q (4913.380000 sec): 3 clusters
  Score: Raw -1854780.560372 + Penalty 3137.695959 = -1851642.864413
  nChanged 5
		SP:Iteration 38Q (4913.410000 sec): 3 clusters
  Score: Raw -1854782.058442 + Penalty 3137.695959 = -1851644.362483
  nChanged 4
		SP:Iteration 39Q (4913.440000 sec): 3 clusters
  Score: Raw -1854782.775655 + Penalty 3137.695959 = -1851645.079696
  nChanged 3
		SP:Iteration 40F (4913.480000 sec): 3 clusters
  Score: Raw -1854783.930106 + Penalty 3137.695959 = -1851646.234147
  nChanged 3
		SP:Iteration 41Q (4913.510000 sec): 3 clusters
  Score: Raw -1854784.965891 + Penalty 3137.695959 = -1851647.269933
  nChanged 2
		SP:Iteration 42Q (4913.530000 sec): 3 clusters
  Score: Raw -1854785.457247 + Penalty 3137.695959 = -1851647.761289
  nChanged 1
		SP:Iteration 43Q (4913.560000 sec): 3 clusters
  Score: Raw -1854785.633113 + Penalty 3137.695959 = -1851647.937154
  nChanged 1
		SP:Iteration 44Q (4913.590000 sec): 3 clusters
  Score: Raw -1854785.779667 + Penalty 3137.695959 = -1851648.083708
  nChanged 1
		SP:Iteration 45Q (4913.620000 sec): 3 clusters
  Score: Raw -1854786.107173 + Penalty 3137.695959 = -1851648.411215
  nChanged 0
		SP:Iteration 46F (4913.660000 sec): 3 clusters
  Score: Raw -1854786.107173 + Penalty 3137.695959 = -1851648.411215
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4913.690000 sec): 2 clusters
  Score: Raw -1296915.976353 + Penalty 1515.429585 = -1295400.546768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4913.720000 sec): 3 clusters
  Score: Raw -1290518.399777 + Penalty 3030.859170 = -1287487.540607
  nChanged 4922
		SP:Iteration 1F (4913.750000 sec): 3 clusters
  Score: Raw -1293119.479298 + Penalty 3030.859170 = -1290088.620128
  nChanged 612
		SP:Iteration 2F (4913.770000 sec): 3 clusters
  Score: Raw -1293370.009629 + Penalty 3030.859170 = -1290339.150459
  nChanged 537
		SP:Iteration 3Q (4913.800000 sec): 3 clusters
  Score: Raw -1293593.672961 + Penalty 3030.859170 = -1290562.813791
  nChanged 456
		SP:Iteration 4Q (4913.830000 sec): 3 clusters
  Score: Raw -1293773.529461 + Penalty 3030.859170 = -1290742.670291
  nChanged 420
		SP:Iteration 5Q (4913.860000 sec): 3 clusters
  Score: Raw -1293951.601633 + Penalty 3030.859170 = -1290920.742463
  nChanged 464
		SP:Iteration 6Q (4913.890000 sec): 3 clusters
  Score: Raw -1294161.669247 + Penalty 3030.859170 = -1291130.810077
  nChanged 463
		SP:Iteration 7Q (4913.920000 sec): 3 clusters
  Score: Raw -1294396.606292 + Penalty 3030.859170 = -1291365.747122
  nChanged 544
		SP:Iteration 8Q (4913.950000 sec): 3 clusters
  Score: Raw -1294697.989923 + Penalty 3030.859170 = -1291667.130753
  nChanged 539
		SP:Iteration 9Q (4913.970000 sec): 3 clusters
  Score: Raw -1294987.948767 + Penalty 3030.859170 = -1291957.089597
  nChanged 519
		SP:Iteration 10Q (4914.000000 sec): 3 clusters
  Score: Raw -1295244.842318 + Penalty 3030.859170 = -1292213.983148
  nChanged 500
		SP:Iteration 11Q (4914.030000 sec): 3 clusters
  Score: Raw -1295461.462954 + Penalty 3030.859170 = -1292430.603784
  nChanged 415
		SP:Iteration 12Q (4914.060000 sec): 3 clusters
  Score: Raw -1295648.980270 + Penalty 3030.859170 = -1292618.121100
  nChanged 391
		SP:Iteration 13Q (4914.090000 sec): 3 clusters
  Score: Raw -1295823.347797 + Penalty 3030.859170 = -1292792.488627
  nChanged 359
		SP:Iteration 14Q (4914.110000 sec): 3 clusters
  Score: Raw -1295979.506605 + Penalty 3030.859170 = -1292948.647435
  nChanged 315
		SP:Iteration 15Q (4914.140000 sec): 3 clusters
  Score: Raw -1296101.402091 + Penalty 3030.859170 = -1293070.542921
  nChanged 269
		SP:Iteration 16Q (4914.170000 sec): 3 clusters
  Score: Raw -1296204.014904 + Penalty 3030.859170 = -1293173.155734
  nChanged 234
		SP:Iteration 17Q (4914.190000 sec): 3 clusters
  Score: Raw -1296290.519109 + Penalty 3030.859170 = -1293259.659939
  nChanged 199
		SP:Iteration 18Q (4914.220000 sec): 3 clusters
  Score: Raw -1296357.546784 + Penalty 3030.859170 = -1293326.687614
  nChanged 185
		SP:Iteration 19Q (4914.250000 sec): 3 clusters
  Score: Raw -1296412.902505 + Penalty 3030.859170 = -1293382.043335
  nChanged 154
		SP:Iteration 20F (4914.280000 sec): 3 clusters
  Score: Raw -1296451.249285 + Penalty 3030.859170 = -1293420.390115
  nChanged 130
		SP:Iteration 21Q (4914.310000 sec): 3 clusters
  Score: Raw -1296483.888832 + Penalty 3030.859170 = -1293453.029662
  nChanged 120
		SP:Iteration 22Q (4914.330000 sec): 3 clusters
  Score: Raw -1296511.951967 + Penalty 3030.859170 = -1293481.092797
  nChanged 103
		SP:Iteration 23Q (4914.360000 sec): 3 clusters
  Score: Raw -1296535.419530 + Penalty 3030.859170 = -1293504.560360
  nChanged 82
		SP:Iteration 24Q (4914.390000 sec): 3 clusters
  Score: Raw -1296552.471354 + Penalty 3030.859170 = -1293521.612184
  nChanged 86
		SP:Iteration 25Q (4914.420000 sec): 3 clusters
  Score: Raw -1296571.344153 + Penalty 3030.859170 = -1293540.484983
  nChanged 86
		SP:Iteration 26Q (4914.450000 sec): 3 clusters
  Score: Raw -1296594.620490 + Penalty 3030.859170 = -1293563.761320
  nChanged 96
		SP:Iteration 27Q (4914.470000 sec): 3 clusters
  Score: Raw -1296618.690577 + Penalty 3030.859170 = -1293587.831407
  nChanged 101
		SP:Iteration 28Q (4914.500000 sec): 3 clusters
  Score: Raw -1296643.622259 + Penalty 3030.859170 = -1293612.763089
  nChanged 88
		SP:Iteration 29Q (4914.530000 sec): 3 clusters
  Score: Raw -1296666.752750 + Penalty 3030.859170 = -1293635.893580
  nChanged 101
		SP:Iteration 30Q (4914.560000 sec): 3 clusters
  Score: Raw -1296696.069269 + Penalty 3030.859170 = -1293665.210099
  nChanged 95
		SP:Iteration 31Q (4914.590000 sec): 3 clusters
  Score: Raw -1296723.399345 + Penalty 3030.859170 = -1293692.540175
  nChanged 108
		SP:Iteration 32Q (4914.610000 sec): 3 clusters
  Score: Raw -1296757.080725 + Penalty 3030.859170 = -1293726.221555
  nChanged 100
		SP:Iteration 33Q (4914.640000 sec): 3 clusters
  Score: Raw -1296787.930828 + Penalty 3030.859170 = -1293757.071658
  nChanged 107
		SP:Iteration 34Q (4914.670000 sec): 3 clusters
  Score: Raw -1296822.618845 + Penalty 3030.859170 = -1293791.759675
  nChanged 88
		SP:Iteration 35Q (4914.700000 sec): 3 clusters
  Score: Raw -1296850.406984 + Penalty 3030.859170 = -1293819.547814
  nChanged 73
		SP:Iteration 36Q (4914.730000 sec): 3 clusters
  Score: Raw -1296873.849626 + Penalty 3030.859170 = -1293842.990456
  nChanged 67
		SP:Iteration 37Q (4914.750000 sec): 3 clusters
  Score: Raw -1296896.226807 + Penalty 3030.859170 = -1293865.367637
  nChanged 72
		SP:Iteration 38Q (4914.780000 sec): 3 clusters
  Score: Raw -1296924.323561 + Penalty 3030.859170 = -1293893.464391
  nChanged 78
		SP:Iteration 39Q (4914.810000 sec): 3 clusters
  Score: Raw -1296956.317364 + Penalty 3030.859170 = -1293925.458194
  nChanged 67
		SP:Iteration 40F (4914.840000 sec): 3 clusters
  Score: Raw -1296982.295731 + Penalty 3030.859170 = -1293951.436561
  nChanged 74
		SP:Iteration 41Q (4914.870000 sec): 3 clusters
  Score: Raw -1297010.050871 + Penalty 3030.859170 = -1293979.191701
  nChanged 54
		SP:Iteration 42Q (4914.890000 sec): 3 clusters
  Score: Raw -1297029.635424 + Penalty 3030.859170 = -1293998.776254
  nChanged 41
		SP:Iteration 43Q (4914.920000 sec): 3 clusters
  Score: Raw -1297045.136583 + Penalty 3030.859170 = -1294014.277413
  nChanged 35
		SP:Iteration 44Q (4914.950000 sec): 3 clusters
  Score: Raw -1297059.318520 + Penalty 3030.859170 = -1294028.459350
  nChanged 43
		SP:Iteration 45Q (4914.970000 sec): 3 clusters
  Score: Raw -1297075.133393 + Penalty 3030.859170 = -1294044.274223
  nChanged 42
		SP:Iteration 46Q (4915.000000 sec): 3 clusters
  Score: Raw -1297091.310746 + Penalty 3030.859170 = -1294060.451576
  nChanged 29
		SP:Iteration 47Q (4915.030000 sec): 3 clusters
  Score: Raw -1297101.195489 + Penalty 3030.859170 = -1294070.336319
  nChanged 25
		SP:Iteration 48Q (4915.050000 sec): 3 clusters
  Score: Raw -1297108.876738 + Penalty 3030.859170 = -1294078.017568
  nChanged 22
		SP:Iteration 49Q (4915.080000 sec): 3 clusters
  Score: Raw -1297118.270725 + Penalty 3030.859170 = -1294087.411555
  nChanged 25
		SP:Iteration 50Q (4915.100000 sec): 3 clusters
  Score: Raw -1297126.397427 + Penalty 3030.859170 = -1294095.538257
  nChanged 22
		SP:Iteration 51Q (4915.130000 sec): 3 clusters
  Score: Raw -1297133.538840 + Penalty 3030.859170 = -1294102.679670
  nChanged 19
		SP:Iteration 52Q (4915.150000 sec): 3 clusters
  Score: Raw -1297140.717157 + Penalty 3030.859170 = -1294109.857987
  nChanged 17
		SP:Iteration 53Q (4915.180000 sec): 3 clusters
  Score: Raw -1297146.536322 + Penalty 3030.859170 = -1294115.677152
  nChanged 15
		SP:Iteration 54Q (4915.210000 sec): 3 clusters
  Score: Raw -1297151.066309 + Penalty 3030.859170 = -1294120.207139
  nChanged 9
		SP:Iteration 55Q (4915.230000 sec): 3 clusters
  Score: Raw -1297154.103666 + Penalty 3030.859170 = -1294123.244496
  nChanged 11
		SP:Iteration 56Q (4915.260000 sec): 3 clusters
  Score: Raw -1297157.113227 + Penalty 3030.859170 = -1294126.254057
  nChanged 8
		SP:Iteration 57Q (4915.280000 sec): 3 clusters
  Score: Raw -1297159.860453 + Penalty 3030.859170 = -1294129.001283
  nChanged 8
		SP:Iteration 58Q (4915.310000 sec): 3 clusters
  Score: Raw -1297162.800435 + Penalty 3030.859170 = -1294131.941265
  nChanged 9
		SP:Iteration 59Q (4915.340000 sec): 3 clusters
  Score: Raw -1297165.505793 + Penalty 3030.859170 = -1294134.646623
  nChanged 14
		SP:Iteration 60F (4915.370000 sec): 3 clusters
  Score: Raw -1297169.294332 + Penalty 3030.859170 = -1294138.435162
  nChanged 6
		SP:Iteration 61Q (4915.390000 sec): 3 clusters
  Score: Raw -1297171.821443 + Penalty 3030.859170 = -1294140.962273
  nChanged 11
		SP:Iteration 62Q (4915.410000 sec): 3 clusters
  Score: Raw -1297175.063275 + Penalty 3030.859170 = -1294144.204105
  nChanged 8
		SP:Iteration 63Q (4915.430000 sec): 3 clusters
  Score: Raw -1297177.425298 + Penalty 3030.859170 = -1294146.566128
  nChanged 4
		SP:Iteration 64Q (4915.460000 sec): 3 clusters
  Score: Raw -1297178.690780 + Penalty 3030.859170 = -1294147.831611
  nChanged 2
		SP:Iteration 65Q (4915.490000 sec): 3 clusters
  Score: Raw -1297179.179993 + Penalty 3030.859170 = -1294148.320823
  nChanged 2
		SP:Iteration 66Q (4915.510000 sec): 3 clusters
  Score: Raw -1297179.574767 + Penalty 3030.859170 = -1294148.715597
  nChanged 1
		SP:Iteration 67Q (4915.540000 sec): 3 clusters
  Score: Raw -1297179.691006 + Penalty 3030.859170 = -1294148.831836
  nChanged 1
		SP:Iteration 68Q (4915.560000 sec): 3 clusters
  Score: Raw -1297179.831199 + Penalty 3030.859170 = -1294148.972029
  nChanged 0
		SP:Iteration 69F (4915.590000 sec): 3 clusters
  Score: Raw -1297179.831199 + Penalty 3030.859170 = -1294148.972029
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4915.610000 sec): 2 clusters
  Score: Raw -382055.903835 + Penalty 1318.334465 = -380737.569370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4915.610000 sec): 3 clusters
  Score: Raw -380443.539940 + Penalty 2636.668931 = -377806.871010
  nChanged 1275
		SP:Iteration 1F (4915.620000 sec): 3 clusters
  Score: Raw -381168.891389 + Penalty 2636.668931 = -378532.222459
  nChanged 290
		SP:Iteration 2F (4915.630000 sec): 3 clusters
  Score: Raw -381374.647229 + Penalty 2636.668931 = -378737.978298
  nChanged 215
		SP:Iteration 3F (4915.640000 sec): 3 clusters
  Score: Raw -381527.587185 + Penalty 2636.668931 = -378890.918254
  nChanged 184
		SP:Iteration 4F (4915.650000 sec): 3 clusters
  Score: Raw -381670.168733 + Penalty 2636.668931 = -379033.499802
  nChanged 173
		SP:Iteration 5F (4915.660000 sec): 3 clusters
  Score: Raw -381806.391432 + Penalty 2636.668931 = -379169.722502
  nChanged 148
		SP:Iteration 6Q (4915.670000 sec): 3 clusters
  Score: Raw -381920.428547 + Penalty 2636.668931 = -379283.759616
  nChanged 147
		SP:Iteration 7Q (4915.670000 sec): 3 clusters
  Score: Raw -382037.555627 + Penalty 2636.668931 = -379400.886696
  nChanged 130
		SP:Iteration 8Q (4915.680000 sec): 3 clusters
  Score: Raw -382134.098828 + Penalty 2636.668931 = -379497.429897
  nChanged 102
		SP:Iteration 9Q (4915.690000 sec): 3 clusters
  Score: Raw -382214.630829 + Penalty 2636.668931 = -379577.961898
  nChanged 82
		SP:Iteration 10Q (4915.700000 sec): 3 clusters
  Score: Raw -382275.335309 + Penalty 2636.668931 = -379638.666379
  nChanged 74
		SP:Iteration 11Q (4915.710000 sec): 3 clusters
  Score: Raw -382330.808413 + Penalty 2636.668931 = -379694.139483
  nChanged 64
		SP:Iteration 12Q (4915.710000 sec): 3 clusters
  Score: Raw -382367.085262 + Penalty 2636.668931 = -379730.416331
  nChanged 41
		SP:Iteration 13Q (4915.720000 sec): 3 clusters
  Score: Raw -382395.127420 + Penalty 2636.668931 = -379758.458489
  nChanged 44
		SP:Iteration 14Q (4915.730000 sec): 3 clusters
  Score: Raw -382423.211314 + Penalty 2636.668931 = -379786.542383
  nChanged 40
		SP:Iteration 15Q (4915.740000 sec): 3 clusters
  Score: Raw -382455.746486 + Penalty 2636.668931 = -379819.077555
  nChanged 33
		SP:Iteration 16Q (4915.750000 sec): 3 clusters
  Score: Raw -382485.082888 + Penalty 2636.668931 = -379848.413958
  nChanged 42
		SP:Iteration 17Q (4915.750000 sec): 3 clusters
  Score: Raw -382521.477314 + Penalty 2636.668931 = -379884.808383
  nChanged 34
		SP:Iteration 18Q (4915.760000 sec): 3 clusters
  Score: Raw -382556.550700 + Penalty 2636.668931 = -379919.881769
  nChanged 36
		SP:Iteration 19Q (4915.770000 sec): 3 clusters
  Score: Raw -382581.598157 + Penalty 2636.668931 = -379944.929227
  nChanged 19
		SP:Iteration 20F (4915.780000 sec): 3 clusters
  Score: Raw -382592.990492 + Penalty 2636.668931 = -379956.321562
  nChanged 16
		SP:Iteration 21Q (4915.790000 sec): 3 clusters
  Score: Raw -382601.196554 + Penalty 2636.668931 = -379964.527624
  nChanged 11
		SP:Iteration 22Q (4915.790000 sec): 3 clusters
  Score: Raw -382607.044769 + Penalty 2636.668931 = -379970.375838
  nChanged 4
		SP:Iteration 23Q (4915.800000 sec): 3 clusters
  Score: Raw -382609.386856 + Penalty 2636.668931 = -379972.717926
  nChanged 5
		SP:Iteration 24Q (4915.810000 sec): 3 clusters
  Score: Raw -382611.958179 + Penalty 2636.668931 = -379975.289249
  nChanged 3
		SP:Iteration 25Q (4915.820000 sec): 3 clusters
  Score: Raw -382612.992183 + Penalty 2636.668931 = -379976.323252
  nChanged 5
		SP:Iteration 26Q (4915.830000 sec): 3 clusters
  Score: Raw -382614.702870 + Penalty 2636.668931 = -379978.033939
  nChanged 3
		SP:Iteration 27Q (4915.830000 sec): 3 clusters
  Score: Raw -382616.312265 + Penalty 2636.668931 = -379979.643334
  nChanged 4
		SP:Iteration 28Q (4915.840000 sec): 3 clusters
  Score: Raw -382618.884566 + Penalty 2636.668931 = -379982.215635
  nChanged 4
		SP:Iteration 29Q (4915.850000 sec): 3 clusters
  Score: Raw -382621.466054 + Penalty 2636.668931 = -379984.797123
  nChanged 5
		SP:Iteration 30Q (4915.850000 sec): 3 clusters
  Score: Raw -382624.549217 + Penalty 2636.668931 = -379987.880287
  nChanged 5
		SP:Iteration 31Q (4915.860000 sec): 3 clusters
  Score: Raw -382627.323490 + Penalty 2636.668931 = -379990.654559
  nChanged 2
		SP:Iteration 32Q (4915.870000 sec): 3 clusters
  Score: Raw -382628.682393 + Penalty 2636.668931 = -379992.013462
  nChanged 3
		SP:Iteration 33Q (4915.880000 sec): 3 clusters
  Score: Raw -382630.297625 + Penalty 2636.668931 = -379993.628695
  nChanged 2
		SP:Iteration 34Q (4915.880000 sec): 3 clusters
  Score: Raw -382631.444294 + Penalty 2636.668931 = -379994.775364
  nChanged 0
		SP:Iteration 35F (4915.890000 sec): 3 clusters
  Score: Raw -382631.444294 + Penalty 2636.668931 = -379994.775364
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (13916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4915.940000 sec): 2 clusters
  Score: Raw -1595677.208071 + Penalty 1550.379112 = -1594126.828959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4915.970000 sec): 3 clusters
  Score: Raw -1587496.695982 + Penalty 3100.758224 = -1584395.937758
  nChanged 6196
		SP:Iteration 1F (4916.010000 sec): 3 clusters
  Score: Raw -1590808.566570 + Penalty 3100.758224 = -1587707.808345
  nChanged 825
		SP:Iteration 2F (4916.050000 sec): 3 clusters
  Score: Raw -1591183.455948 + Penalty 3100.758224 = -1588082.697724
  nChanged 776
		SP:Iteration 3F (4916.080000 sec): 3 clusters
  Score: Raw -1591547.445447 + Penalty 3100.758224 = -1588446.687223
  nChanged 723
		SP:Iteration 4F (4916.110000 sec): 3 clusters
  Score: Raw -1591879.035286 + Penalty 3100.758224 = -1588778.277062
  nChanged 714
		SP:Iteration 5F (4916.150000 sec): 3 clusters
  Score: Raw -1592220.797318 + Penalty 3100.758224 = -1589120.039094
  nChanged 742
		SP:Iteration 6F (4916.190000 sec): 3 clusters
  Score: Raw -1592602.398293 + Penalty 3100.758224 = -1589501.640069
  nChanged 698
		SP:Iteration 7F (4916.220000 sec): 3 clusters
  Score: Raw -1592949.006774 + Penalty 3100.758224 = -1589848.248549
  nChanged 677
		SP:Iteration 8Q (4916.250000 sec): 3 clusters
  Score: Raw -1593265.339187 + Penalty 3100.758224 = -1590164.580963
  nChanged 580
		SP:Iteration 9Q (4916.290000 sec): 3 clusters
  Score: Raw -1593534.276402 + Penalty 3100.758224 = -1590433.518178
  nChanged 546
		SP:Iteration 10Q (4916.330000 sec): 3 clusters
  Score: Raw -1593796.114258 + Penalty 3100.758224 = -1590695.356034
  nChanged 510
		SP:Iteration 11Q (4916.360000 sec): 3 clusters
  Score: Raw -1594036.621104 + Penalty 3100.758224 = -1590935.862880
  nChanged 461
		SP:Iteration 12Q (4916.390000 sec): 3 clusters
  Score: Raw -1594250.075583 + Penalty 3100.758224 = -1591149.317359
  nChanged 408
		SP:Iteration 13Q (4916.430000 sec): 3 clusters
  Score: Raw -1594437.449243 + Penalty 3100.758224 = -1591336.691018
  nChanged 376
		SP:Iteration 14Q (4916.470000 sec): 3 clusters
  Score: Raw -1594607.520079 + Penalty 3100.758224 = -1591506.761855
  nChanged 352
		SP:Iteration 15Q (4916.500000 sec): 3 clusters
  Score: Raw -1594766.250261 + Penalty 3100.758224 = -1591665.492037
  nChanged 313
		SP:Iteration 16Q (4916.530000 sec): 3 clusters
  Score: Raw -1594910.819103 + Penalty 3100.758224 = -1591810.060878
  nChanged 287
		SP:Iteration 17Q (4916.570000 sec): 3 clusters
  Score: Raw -1595048.721467 + Penalty 3100.758224 = -1591947.963243
  nChanged 276
		SP:Iteration 18Q (4916.600000 sec): 3 clusters
  Score: Raw -1595187.589230 + Penalty 3100.758224 = -1592086.831005
  nChanged 237
		SP:Iteration 19Q (4916.640000 sec): 3 clusters
  Score: Raw -1595299.310370 + Penalty 3100.758224 = -1592198.552146
  nChanged 194
		SP:Iteration 20F (4916.670000 sec): 3 clusters
  Score: Raw -1595394.748805 + Penalty 3100.758224 = -1592293.990581
  nChanged 172
		SP:Iteration 21Q (4916.710000 sec): 3 clusters
  Score: Raw -1595478.178515 + Penalty 3100.758224 = -1592377.420290
  nChanged 164
		SP:Iteration 22Q (4916.740000 sec): 3 clusters
  Score: Raw -1595568.064250 + Penalty 3100.758224 = -1592467.306026
  nChanged 126
		SP:Iteration 23Q (4916.780000 sec): 3 clusters
  Score: Raw -1595637.414701 + Penalty 3100.758224 = -1592536.656477
  nChanged 101
		SP:Iteration 24Q (4916.810000 sec): 3 clusters
  Score: Raw -1595692.206011 + Penalty 3100.758224 = -1592591.447786
  nChanged 71
		SP:Iteration 25Q (4916.840000 sec): 3 clusters
  Score: Raw -1595734.609969 + Penalty 3100.758224 = -1592633.851745
  nChanged 54
		SP:Iteration 26Q (4916.870000 sec): 3 clusters
  Score: Raw -1595764.736533 + Penalty 3100.758224 = -1592663.978309
  nChanged 40
		SP:Iteration 27Q (4916.910000 sec): 3 clusters
  Score: Raw -1595787.208345 + Penalty 3100.758224 = -1592686.450121
  nChanged 35
		SP:Iteration 28Q (4916.940000 sec): 3 clusters
  Score: Raw -1595811.937031 + Penalty 3100.758224 = -1592711.178806
  nChanged 35
		SP:Iteration 29Q (4916.970000 sec): 3 clusters
  Score: Raw -1595833.244609 + Penalty 3100.758224 = -1592732.486385
  nChanged 28
		SP:Iteration 30Q (4917.000000 sec): 3 clusters
  Score: Raw -1595851.875546 + Penalty 3100.758224 = -1592751.117321
  nChanged 27
		SP:Iteration 31Q (4917.030000 sec): 3 clusters
  Score: Raw -1595867.801167 + Penalty 3100.758224 = -1592767.042942
  nChanged 16
		SP:Iteration 32Q (4917.060000 sec): 3 clusters
  Score: Raw -1595876.523158 + Penalty 3100.758224 = -1592775.764934
  nChanged 13
		SP:Iteration 33Q (4917.090000 sec): 3 clusters
  Score: Raw -1595883.095891 + Penalty 3100.758224 = -1592782.337667
  nChanged 10
		SP:Iteration 34Q (4917.130000 sec): 3 clusters
  Score: Raw -1595888.843897 + Penalty 3100.758224 = -1592788.085673
  nChanged 12
		SP:Iteration 35Q (4917.150000 sec): 3 clusters
  Score: Raw -1595895.694698 + Penalty 3100.758224 = -1592794.936474
  nChanged 5
		SP:Iteration 36Q (4917.190000 sec): 3 clusters
  Score: Raw -1595898.860514 + Penalty 3100.758224 = -1592798.102290
  nChanged 7
		SP:Iteration 37Q (4917.210000 sec): 3 clusters
  Score: Raw -1595903.623475 + Penalty 3100.758224 = -1592802.865251
  nChanged 6
		SP:Iteration 38Q (4917.250000 sec): 3 clusters
  Score: Raw -1595909.090790 + Penalty 3100.758224 = -1592808.332566
  nChanged 10
		SP:Iteration 39Q (4917.270000 sec): 3 clusters
  Score: Raw -1595914.267355 + Penalty 3100.758224 = -1592813.509131
  nChanged 5
		SP:Iteration 40F (4917.310000 sec): 3 clusters
  Score: Raw -1595916.367904 + Penalty 3100.758224 = -1592815.609679
  nChanged 3
		SP:Iteration 41Q (4917.340000 sec): 3 clusters
  Score: Raw -1595918.459091 + Penalty 3100.758224 = -1592817.700867
  nChanged 6
		SP:Iteration 42Q (4917.370000 sec): 3 clusters
  Score: Raw -1595922.570131 + Penalty 3100.758224 = -1592821.811907
  nChanged 3
		SP:Iteration 43Q (4917.400000 sec): 3 clusters
  Score: Raw -1595923.865171 + Penalty 3100.758224 = -1592823.106947
  nChanged 2
		SP:Iteration 44Q (4917.430000 sec): 3 clusters
  Score: Raw -1595924.930645 + Penalty 3100.758224 = -1592824.172421
  nChanged 1
		SP:Iteration 45Q (4917.460000 sec): 3 clusters
  Score: Raw -1595925.301640 + Penalty 3100.758224 = -1592824.543415
  nChanged 2
		SP:Iteration 46Q (4917.490000 sec): 3 clusters
  Score: Raw -1595927.166724 + Penalty 3100.758224 = -1592826.408500
  nChanged 3
		SP:Iteration 47Q (4917.520000 sec): 3 clusters
  Score: Raw -1595929.297517 + Penalty 3100.758224 = -1592828.539292
  nChanged 5
		SP:Iteration 48Q (4917.550000 sec): 3 clusters
  Score: Raw -1595932.864493 + Penalty 3100.758224 = -1592832.106269
  nChanged 5
		SP:Iteration 49Q (4917.580000 sec): 3 clusters
  Score: Raw -1595935.946131 + Penalty 3100.758224 = -1592835.187907
  nChanged 4
		SP:Iteration 50Q (4917.610000 sec): 3 clusters
  Score: Raw -1595938.897442 + Penalty 3100.758224 = -1592838.139218
  nChanged 3
		SP:Iteration 51Q (4917.640000 sec): 3 clusters
  Score: Raw -1595940.317362 + Penalty 3100.758224 = -1592839.559137
  nChanged 3
		SP:Iteration 52Q (4917.670000 sec): 3 clusters
  Score: Raw -1595942.059674 + Penalty 3100.758224 = -1592841.301449
  nChanged 2
		SP:Iteration 53Q (4917.690000 sec): 3 clusters
  Score: Raw -1595942.896874 + Penalty 3100.758224 = -1592842.138650
  nChanged 1
		SP:Iteration 54Q (4917.730000 sec): 3 clusters
  Score: Raw -1595943.690359 + Penalty 3100.758224 = -1592842.932135
  nChanged 4
		SP:Iteration 55Q (4917.750000 sec): 3 clusters
  Score: Raw -1595945.531579 + Penalty 3100.758224 = -1592844.773354
  nChanged 1
		SP:Iteration 56Q (4917.780000 sec): 3 clusters
  Score: Raw -1595945.808996 + Penalty 3100.758224 = -1592845.050771
  nChanged 1
		SP:Iteration 57Q (4917.810000 sec): 3 clusters
  Score: Raw -1595946.827052 + Penalty 3100.758224 = -1592846.068827
  nChanged 4
		SP:Iteration 58Q (4917.840000 sec): 3 clusters
  Score: Raw -1595948.444427 + Penalty 3100.758224 = -1592847.686203
  nChanged 2
		SP:Iteration 59Q (4917.870000 sec): 3 clusters
  Score: Raw -1595950.404830 + Penalty 3100.758224 = -1592849.646606
  nChanged 1
		SP:Iteration 60F (4917.910000 sec): 3 clusters
  Score: Raw -1595951.056043 + Penalty 3100.758224 = -1592850.297819
  nChanged 1
		SP:Iteration 61Q (4917.930000 sec): 3 clusters
  Score: Raw -1595951.547735 + Penalty 3100.758224 = -1592850.789511
  nChanged 0
		SP:Iteration 62F (4917.970000 sec): 3 clusters
  Score: Raw -1595951.547735 + Penalty 3100.758224 = -1592850.789511
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 52 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4917.990000 sec): 2 clusters
  Score: Raw -443195.398239 + Penalty 1343.960328 = -441851.437911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4918.000000 sec): 3 clusters
  Score: Raw -441229.742277 + Penalty 2687.920656 = -438541.821621
  nChanged 1539
		SP:Iteration 1F (4918.010000 sec): 3 clusters
  Score: Raw -442074.093291 + Penalty 2687.920656 = -439386.172635
  nChanged 264
		SP:Iteration 2F (4918.020000 sec): 3 clusters
  Score: Raw -442213.055555 + Penalty 2687.920656 = -439525.134899
  nChanged 175
		SP:Iteration 3Q (4918.030000 sec): 3 clusters
  Score: Raw -442308.188828 + Penalty 2687.920656 = -439620.268173
  nChanged 144
		SP:Iteration 4Q (4918.040000 sec): 3 clusters
  Score: Raw -442385.709873 + Penalty 2687.920656 = -439697.789217
  nChanged 136
		SP:Iteration 5Q (4918.050000 sec): 3 clusters
  Score: Raw -442456.016214 + Penalty 2687.920656 = -439768.095558
  nChanged 102
		SP:Iteration 6Q (4918.060000 sec): 3 clusters
  Score: Raw -442502.716536 + Penalty 2687.920656 = -439814.795880
  nChanged 104
		SP:Iteration 7Q (4918.070000 sec): 3 clusters
  Score: Raw -442561.651594 + Penalty 2687.920656 = -439873.730938
  nChanged 113
		SP:Iteration 8Q (4918.080000 sec): 3 clusters
  Score: Raw -442634.912879 + Penalty 2687.920656 = -439946.992223
  nChanged 107
		SP:Iteration 9Q (4918.090000 sec): 3 clusters
  Score: Raw -442709.044944 + Penalty 2687.920656 = -440021.124288
  nChanged 122
		SP:Iteration 10Q (4918.100000 sec): 3 clusters
  Score: Raw -442793.362446 + Penalty 2687.920656 = -440105.441790
  nChanged 105
		SP:Iteration 11Q (4918.110000 sec): 3 clusters
  Score: Raw -442875.371643 + Penalty 2687.920656 = -440187.450987
  nChanged 99
		SP:Iteration 12Q (4918.110000 sec): 3 clusters
  Score: Raw -442946.914509 + Penalty 2687.920656 = -440258.993853
  nChanged 87
		SP:Iteration 13Q (4918.130000 sec): 3 clusters
  Score: Raw -443010.523801 + Penalty 2687.920656 = -440322.603145
  nChanged 75
		SP:Iteration 14Q (4918.130000 sec): 3 clusters
  Score: Raw -443059.427826 + Penalty 2687.920656 = -440371.507170
  nChanged 59
		SP:Iteration 15Q (4918.140000 sec): 3 clusters
  Score: Raw -443095.698188 + Penalty 2687.920656 = -440407.777532
  nChanged 45
		SP:Iteration 16Q (4918.150000 sec): 3 clusters
  Score: Raw -443124.068437 + Penalty 2687.920656 = -440436.147781
  nChanged 48
		SP:Iteration 17Q (4918.160000 sec): 3 clusters
  Score: Raw -443154.723040 + Penalty 2687.920656 = -440466.802384
  nChanged 32
		SP:Iteration 18Q (4918.170000 sec): 3 clusters
  Score: Raw -443172.742392 + Penalty 2687.920656 = -440484.821736
  nChanged 25
		SP:Iteration 19Q (4918.180000 sec): 3 clusters
  Score: Raw -443187.812952 + Penalty 2687.920656 = -440499.892296
  nChanged 23
		SP:Iteration 20F (4918.190000 sec): 3 clusters
  Score: Raw -443198.555784 + Penalty 2687.920656 = -440510.635128
  nChanged 17
		SP:Iteration 21Q (4918.200000 sec): 3 clusters
  Score: Raw -443211.103523 + Penalty 2687.920656 = -440523.182867
  nChanged 22
		SP:Iteration 22Q (4918.210000 sec): 3 clusters
  Score: Raw -443225.283214 + Penalty 2687.920656 = -440537.362558
  nChanged 18
		SP:Iteration 23Q (4918.210000 sec): 3 clusters
  Score: Raw -443238.247481 + Penalty 2687.920656 = -440550.326825
  nChanged 22
		SP:Iteration 24Q (4918.220000 sec): 3 clusters
  Score: Raw -443252.861741 + Penalty 2687.920656 = -440564.941085
  nChanged 17
		SP:Iteration 25Q (4918.230000 sec): 3 clusters
  Score: Raw -443266.383750 + Penalty 2687.920656 = -440578.463094
  nChanged 15
		SP:Iteration 26Q (4918.240000 sec): 3 clusters
  Score: Raw -443276.677234 + Penalty 2687.920656 = -440588.756578
  nChanged 10
		SP:Iteration 27Q (4918.250000 sec): 3 clusters
  Score: Raw -443281.825646 + Penalty 2687.920656 = -440593.904990
  nChanged 6
		SP:Iteration 28Q (4918.250000 sec): 3 clusters
  Score: Raw -443284.705419 + Penalty 2687.920656 = -440596.784763
  nChanged 10
		SP:Iteration 29Q (4918.260000 sec): 3 clusters
  Score: Raw -443289.564438 + Penalty 2687.920656 = -440601.643782
  nChanged 7
		SP:Iteration 30Q (4918.270000 sec): 3 clusters
  Score: Raw -443293.498005 + Penalty 2687.920656 = -440605.577349
  nChanged 4
		SP:Iteration 31Q (4918.280000 sec): 3 clusters
  Score: Raw -443297.416244 + Penalty 2687.920656 = -440609.495588
  nChanged 7
		SP:Iteration 32Q (4918.290000 sec): 3 clusters
  Score: Raw -443302.435419 + Penalty 2687.920656 = -440614.514763
  nChanged 7
		SP:Iteration 33Q (4918.300000 sec): 3 clusters
  Score: Raw -443306.283849 + Penalty 2687.920656 = -440618.363193
  nChanged 5
		SP:Iteration 34Q (4918.310000 sec): 3 clusters
  Score: Raw -443308.387751 + Penalty 2687.920656 = -440620.467095
  nChanged 5
		SP:Iteration 35Q (4918.310000 sec): 3 clusters
  Score: Raw -443311.165922 + Penalty 2687.920656 = -440623.245266
  nChanged 2
		SP:Iteration 36Q (4918.320000 sec): 3 clusters
  Score: Raw -443312.435311 + Penalty 2687.920656 = -440624.514655
  nChanged 2
		SP:Iteration 37Q (4918.330000 sec): 3 clusters
  Score: Raw -443314.695575 + Penalty 2687.920656 = -440626.774919
  nChanged 5
		SP:Iteration 38Q (4918.340000 sec): 3 clusters
  Score: Raw -443317.169747 + Penalty 2687.920656 = -440629.249091
  nChanged 3
		SP:Iteration 39Q (4918.350000 sec): 3 clusters
  Score: Raw -443320.649559 + Penalty 2687.920656 = -440632.728903
  nChanged 8
		SP:Iteration 40F (4918.350000 sec): 3 clusters
  Score: Raw -443327.057797 + Penalty 2687.920656 = -440639.137141
  nChanged 5
		SP:Iteration 41Q (4918.360000 sec): 3 clusters
  Score: Raw -443330.966938 + Penalty 2687.920656 = -440643.046282
  nChanged 8
		SP:Iteration 42Q (4918.370000 sec): 3 clusters
  Score: Raw -443336.698977 + Penalty 2687.920656 = -440648.778321
  nChanged 8
		SP:Iteration 43Q (4918.380000 sec): 3 clusters
  Score: Raw -443344.377616 + Penalty 2687.920656 = -440656.456961
  nChanged 8
		SP:Iteration 44Q (4918.390000 sec): 3 clusters
  Score: Raw -443350.277418 + Penalty 2687.920656 = -440662.356762
  nChanged 8
		SP:Iteration 45Q (4918.390000 sec): 3 clusters
  Score: Raw -443357.249014 + Penalty 2687.920656 = -440669.328358
  nChanged 8
		SP:Iteration 46Q (4918.400000 sec): 3 clusters
  Score: Raw -443360.803430 + Penalty 2687.920656 = -440672.882774
  nChanged 4
		SP:Iteration 47Q (4918.410000 sec): 3 clusters
  Score: Raw -443366.663860 + Penalty 2687.920656 = -440678.743204
  nChanged 6
		SP:Iteration 48Q (4918.420000 sec): 3 clusters
  Score: Raw -443372.739212 + Penalty 2687.920656 = -440684.818556
  nChanged 4
		SP:Iteration 49Q (4918.430000 sec): 3 clusters
  Score: Raw -443374.292483 + Penalty 2687.920656 = -440686.371827
  nChanged 2
		SP:Iteration 50Q (4918.430000 sec): 3 clusters
  Score: Raw -443375.409994 + Penalty 2687.920656 = -440687.489338
  nChanged 2
		SP:Iteration 51Q (4918.440000 sec): 3 clusters
  Score: Raw -443376.202908 + Penalty 2687.920656 = -440688.282252
  nChanged 1
		SP:Iteration 52Q (4918.450000 sec): 3 clusters
  Score: Raw -443376.860536 + Penalty 2687.920656 = -440688.939880
  nChanged 1
		SP:Iteration 53Q (4918.460000 sec): 3 clusters
  Score: Raw -443377.629243 + Penalty 2687.920656 = -440689.708587
  nChanged 1
		SP:Iteration 54Q (4918.470000 sec): 3 clusters
  Score: Raw -443378.560005 + Penalty 2687.920656 = -440690.639349
  nChanged 0
		SP:Iteration 55F (4918.470000 sec): 3 clusters
  Score: Raw -443378.560005 + Penalty 2687.920656 = -440690.639349
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 53 (10550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4918.510000 sec): 2 clusters
  Score: Raw -1187479.066441 + Penalty 1505.380685 = -1185973.685756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4918.540000 sec): 3 clusters
  Score: Raw -1181462.594220 + Penalty 3010.761370 = -1178451.832850
  nChanged 4535
		SP:Iteration 1F (4918.560000 sec): 3 clusters
  Score: Raw -1183938.884592 + Penalty 3010.761370 = -1180928.123222
  nChanged 684
		SP:Iteration 2F (4918.590000 sec): 3 clusters
  Score: Raw -1184289.502956 + Penalty 3010.761370 = -1181278.741586
  nChanged 598
		SP:Iteration 3F (4918.620000 sec): 3 clusters
  Score: Raw -1184651.816160 + Penalty 3010.761370 = -1181641.054790
  nChanged 617
		SP:Iteration 4F (4918.640000 sec): 3 clusters
  Score: Raw -1185050.149539 + Penalty 3010.761370 = -1182039.388169
  nChanged 619
		SP:Iteration 5F (4918.670000 sec): 3 clusters
  Score: Raw -1185502.246379 + Penalty 3010.761370 = -1182491.485009
  nChanged 620
		SP:Iteration 6F (4918.700000 sec): 3 clusters
  Score: Raw -1185977.112993 + Penalty 3010.761370 = -1182966.351623
  nChanged 594
		SP:Iteration 7F (4918.720000 sec): 3 clusters
  Score: Raw -1186471.994992 + Penalty 3010.761370 = -1183461.233622
  nChanged 598
		SP:Iteration 8F (4918.750000 sec): 3 clusters
  Score: Raw -1186913.662583 + Penalty 3010.761370 = -1183902.901213
  nChanged 497
		SP:Iteration 9Q (4918.780000 sec): 3 clusters
  Score: Raw -1187263.183186 + Penalty 3010.761370 = -1184252.421816
  nChanged 410
		SP:Iteration 10Q (4918.800000 sec): 3 clusters
  Score: Raw -1187559.718862 + Penalty 3010.761370 = -1184548.957492
  nChanged 376
		SP:Iteration 11Q (4918.830000 sec): 3 clusters
  Score: Raw -1187829.300409 + Penalty 3010.761370 = -1184818.539039
  nChanged 348
		SP:Iteration 12Q (4918.850000 sec): 3 clusters
  Score: Raw -1188077.517807 + Penalty 3010.761370 = -1185066.756437
  nChanged 281
		SP:Iteration 13Q (4918.880000 sec): 3 clusters
  Score: Raw -1188258.602431 + Penalty 3010.761370 = -1185247.841061
  nChanged 223
		SP:Iteration 14Q (4918.900000 sec): 3 clusters
  Score: Raw -1188358.437380 + Penalty 3010.761370 = -1185347.676010
  nChanged 153
		SP:Iteration 15Q (4918.930000 sec): 3 clusters
  Score: Raw -1188415.113880 + Penalty 3010.761370 = -1185404.352510
  nChanged 110
		SP:Iteration 16Q (4918.950000 sec): 3 clusters
  Score: Raw -1188446.917926 + Penalty 3010.761370 = -1185436.156556
  nChanged 78
		SP:Iteration 17Q (4918.980000 sec): 3 clusters
  Score: Raw -1188463.576375 + Penalty 3010.761370 = -1185452.815005
  nChanged 56
		SP:Iteration 18Q (4919.000000 sec): 3 clusters
  Score: Raw -1188473.921077 + Penalty 3010.761370 = -1185463.159707
  nChanged 49
		SP:Iteration 19Q (4919.030000 sec): 3 clusters
  Score: Raw -1188483.977527 + Penalty 3010.761370 = -1185473.216157
  nChanged 37
		SP:Iteration 20F (4919.050000 sec): 3 clusters
  Score: Raw -1188490.838127 + Penalty 3010.761370 = -1185480.076757
  nChanged 34
		SP:Iteration 21Q (4919.080000 sec): 3 clusters
  Score: Raw -1188496.655814 + Penalty 3010.761370 = -1185485.894444
  nChanged 30
		SP:Iteration 22Q (4919.100000 sec): 3 clusters
  Score: Raw -1188502.249570 + Penalty 3010.761370 = -1185491.488200
  nChanged 28
		SP:Iteration 23Q (4919.130000 sec): 3 clusters
  Score: Raw -1188507.371102 + Penalty 3010.761370 = -1185496.609732
  nChanged 23
		SP:Iteration 24Q (4919.150000 sec): 3 clusters
  Score: Raw -1188512.149800 + Penalty 3010.761370 = -1185501.388430
  nChanged 20
		SP:Iteration 25Q (4919.170000 sec): 3 clusters
  Score: Raw -1188515.780779 + Penalty 3010.761370 = -1185505.019409
  nChanged 16
		SP:Iteration 26Q (4919.200000 sec): 3 clusters
  Score: Raw -1188517.829906 + Penalty 3010.761370 = -1185507.068536
  nChanged 8
		SP:Iteration 27Q (4919.230000 sec): 3 clusters
  Score: Raw -1188518.848340 + Penalty 3010.761370 = -1185508.086970
  nChanged 6
		SP:Iteration 28Q (4919.250000 sec): 3 clusters
  Score: Raw -1188519.430997 + Penalty 3010.761370 = -1185508.669627
  nChanged 3
		SP:Iteration 29Q (4919.270000 sec): 3 clusters
  Score: Raw -1188519.700890 + Penalty 3010.761370 = -1185508.939519
  nChanged 6
		SP:Iteration 30Q (4919.300000 sec): 3 clusters
  Score: Raw -1188520.398661 + Penalty 3010.761370 = -1185509.637291
  nChanged 5
		SP:Iteration 31Q (4919.320000 sec): 3 clusters
  Score: Raw -1188520.921189 + Penalty 3010.761370 = -1185510.159819
  nChanged 5
		SP:Iteration 32Q (4919.350000 sec): 3 clusters
  Score: Raw -1188521.392247 + Penalty 3010.761370 = -1185510.630877
  nChanged 2
		SP:Iteration 33Q (4919.370000 sec): 3 clusters
  Score: Raw -1188521.653719 + Penalty 3010.761370 = -1185510.892349
  nChanged 1
		SP:Iteration 34Q (4919.390000 sec): 3 clusters
  Score: Raw -1188521.942356 + Penalty 3010.761370 = -1185511.180985
  nChanged 2
		SP:Iteration 35Q (4919.420000 sec): 3 clusters
  Score: Raw -1188522.142236 + Penalty 3010.761370 = -1185511.380866
  nChanged 1
		SP:Iteration 36Q (4919.440000 sec): 3 clusters
  Score: Raw -1188522.288835 + Penalty 3010.761370 = -1185511.527465
  nChanged 2
		SP:Iteration 37Q (4919.470000 sec): 3 clusters
  Score: Raw -1188522.432132 + Penalty 3010.761370 = -1185511.670762
  nChanged 1
		SP:Iteration 38Q (4919.490000 sec): 3 clusters
  Score: Raw -1188522.501445 + Penalty 3010.761370 = -1185511.740075
  nChanged 2
		SP:Iteration 39Q (4919.510000 sec): 3 clusters
  Score: Raw -1188522.767503 + Penalty 3010.761370 = -1185512.006132
  nChanged 2
		SP:Iteration 40F (4919.540000 sec): 3 clusters
  Score: Raw -1188522.972320 + Penalty 3010.761370 = -1185512.210950
  nChanged 2
		SP:Iteration 41Q (4919.560000 sec): 3 clusters
  Score: Raw -1188523.441364 + Penalty 3010.761370 = -1185512.679994
  nChanged 1
		SP:Iteration 42Q (4919.590000 sec): 3 clusters
  Score: Raw -1188523.915080 + Penalty 3010.761370 = -1185513.153710
  nChanged 3
		SP:Iteration 43Q (4919.610000 sec): 3 clusters
  Score: Raw -1188524.269671 + Penalty 3010.761370 = -1185513.508301
  nChanged 3
		SP:Iteration 44Q (4919.630000 sec): 3 clusters
  Score: Raw -1188524.643843 + Penalty 3010.761370 = -1185513.882473
  nChanged 5
		SP:Iteration 45Q (4919.660000 sec): 3 clusters
  Score: Raw -1188525.318054 + Penalty 3010.761370 = -1185514.556683
  nChanged 6
		SP:Iteration 46Q (4919.680000 sec): 3 clusters
  Score: Raw -1188525.867978 + Penalty 3010.761370 = -1185515.106608
  nChanged 4
		SP:Iteration 47Q (4919.710000 sec): 3 clusters
  Score: Raw -1188526.585604 + Penalty 3010.761370 = -1185515.824234
  nChanged 5
		SP:Iteration 48Q (4919.730000 sec): 3 clusters
  Score: Raw -1188527.089535 + Penalty 3010.761370 = -1185516.328165
  nChanged 3
		SP:Iteration 49Q (4919.750000 sec): 3 clusters
  Score: Raw -1188527.410149 + Penalty 3010.761370 = -1185516.648779
  nChanged 4
		SP:Iteration 50Q (4919.780000 sec): 3 clusters
  Score: Raw -1188527.792291 + Penalty 3010.761370 = -1185517.030920
  nChanged 3
		SP:Iteration 51Q (4919.800000 sec): 3 clusters
  Score: Raw -1188528.016639 + Penalty 3010.761370 = -1185517.255268
  nChanged 6
		SP:Iteration 52Q (4919.820000 sec): 3 clusters
  Score: Raw -1188528.516390 + Penalty 3010.761370 = -1185517.755020
  nChanged 6
		SP:Iteration 53Q (4919.850000 sec): 3 clusters
  Score: Raw -1188529.097928 + Penalty 3010.761370 = -1185518.336558
  nChanged 7
		SP:Iteration 54Q (4919.870000 sec): 3 clusters
  Score: Raw -1188530.199157 + Penalty 3010.761370 = -1185519.437787
  nChanged 7
		SP:Iteration 55Q (4919.890000 sec): 3 clusters
  Score: Raw -1188530.841703 + Penalty 3010.761370 = -1185520.080333
  nChanged 5
		SP:Iteration 56Q (4919.920000 sec): 3 clusters
  Score: Raw -1188531.177298 + Penalty 3010.761370 = -1185520.415928
  nChanged 3
		SP:Iteration 57Q (4919.940000 sec): 3 clusters
  Score: Raw -1188531.485975 + Penalty 3010.761370 = -1185520.724605
  nChanged 4
		SP:Iteration 58Q (4919.970000 sec): 3 clusters
  Score: Raw -1188531.944159 + Penalty 3010.761370 = -1185521.182789
  nChanged 3
		SP:Iteration 59Q (4919.990000 sec): 3 clusters
  Score: Raw -1188532.316716 + Penalty 3010.761370 = -1185521.555346
  nChanged 4
		SP:Iteration 60F (4920.010000 sec): 3 clusters
  Score: Raw -1188533.067106 + Penalty 3010.761370 = -1185522.305735
  nChanged 7
		SP:Iteration 61Q (4920.040000 sec): 3 clusters
  Score: Raw -1188533.955004 + Penalty 3010.761370 = -1185523.193633
  nChanged 7
		SP:Iteration 62Q (4920.060000 sec): 3 clusters
  Score: Raw -1188535.017259 + Penalty 3010.761370 = -1185524.255889
  nChanged 7
		SP:Iteration 63Q (4920.090000 sec): 3 clusters
  Score: Raw -1188536.029040 + Penalty 3010.761370 = -1185525.267670
  nChanged 7
		SP:Iteration 64Q (4920.110000 sec): 3 clusters
  Score: Raw -1188537.381013 + Penalty 3010.761370 = -1185526.619642
  nChanged 15
		SP:Iteration 65Q (4920.130000 sec): 3 clusters
  Score: Raw -1188540.005247 + Penalty 3010.761370 = -1185529.243877
  nChanged 15
		SP:Iteration 66Q (4920.160000 sec): 3 clusters
  Score: Raw -1188543.367488 + Penalty 3010.761370 = -1185532.606118
  nChanged 15
		SP:Iteration 67Q (4920.180000 sec): 3 clusters
  Score: Raw -1188545.181062 + Penalty 3010.761370 = -1185534.419692
  nChanged 15
		SP:Iteration 68Q (4920.210000 sec): 3 clusters
  Score: Raw -1188547.258562 + Penalty 3010.761370 = -1185536.497191
  nChanged 13
		SP:Iteration 69Q (4920.230000 sec): 3 clusters
  Score: Raw -1188549.257179 + Penalty 3010.761370 = -1185538.495809
  nChanged 15
		SP:Iteration 70Q (4920.250000 sec): 3 clusters
  Score: Raw -1188551.988464 + Penalty 3010.761370 = -1185541.227093
  nChanged 15
		SP:Iteration 71Q (4920.270000 sec): 3 clusters
  Score: Raw -1188555.046850 + Penalty 3010.761370 = -1185544.285480
  nChanged 16
		SP:Iteration 72Q (4920.300000 sec): 3 clusters
  Score: Raw -1188557.355390 + Penalty 3010.761370 = -1185546.594020
  nChanged 10
		SP:Iteration 73Q (4920.320000 sec): 3 clusters
  Score: Raw -1188558.485156 + Penalty 3010.761370 = -1185547.723786
  nChanged 12
		SP:Iteration 74Q (4920.350000 sec): 3 clusters
  Score: Raw -1188560.005010 + Penalty 3010.761370 = -1185549.243639
  nChanged 6
		SP:Iteration 75Q (4920.370000 sec): 3 clusters
  Score: Raw -1188561.318318 + Penalty 3010.761370 = -1185550.556947
  nChanged 9
		SP:Iteration 76Q (4920.390000 sec): 3 clusters
  Score: Raw -1188562.369592 + Penalty 3010.761370 = -1185551.608222
  nChanged 11
		SP:Iteration 77Q (4920.410000 sec): 3 clusters
  Score: Raw -1188563.705910 + Penalty 3010.761370 = -1185552.944540
  nChanged 13
		SP:Iteration 78Q (4920.440000 sec): 3 clusters
  Score: Raw -1188565.447314 + Penalty 3010.761370 = -1185554.685944
  nChanged 11
		SP:Iteration 79Q (4920.460000 sec): 3 clusters
  Score: Raw -1188567.186061 + Penalty 3010.761370 = -1185556.424691
  nChanged 13
		SP:Iteration 80F (4920.490000 sec): 3 clusters
  Score: Raw -1188569.013543 + Penalty 3010.761370 = -1185558.252173
  nChanged 19
		SP:Iteration 81Q (4920.510000 sec): 3 clusters
  Score: Raw -1188572.203770 + Penalty 3010.761370 = -1185561.442400
  nChanged 20
		SP:Iteration 82Q (4920.530000 sec): 3 clusters
  Score: Raw -1188575.973706 + Penalty 3010.761370 = -1185565.212335
  nChanged 17
		SP:Iteration 83Q (4920.560000 sec): 3 clusters
  Score: Raw -1188578.094434 + Penalty 3010.761370 = -1185567.333063
  nChanged 11
		SP:Iteration 84Q (4920.580000 sec): 3 clusters
  Score: Raw -1188579.839977 + Penalty 3010.761370 = -1185569.078607
  nChanged 12
		SP:Iteration 85Q (4920.610000 sec): 3 clusters
  Score: Raw -1188581.834269 + Penalty 3010.761370 = -1185571.072899
  nChanged 10
		SP:Iteration 86Q (4920.630000 sec): 3 clusters
  Score: Raw -1188583.457097 + Penalty 3010.761370 = -1185572.695727
  nChanged 11
		SP:Iteration 87Q (4920.650000 sec): 3 clusters
  Score: Raw -1188585.469142 + Penalty 3010.761370 = -1185574.707771
  nChanged 12
		SP:Iteration 88Q (4920.670000 sec): 3 clusters
  Score: Raw -1188587.405904 + Penalty 3010.761370 = -1185576.644534
  nChanged 8
		SP:Iteration 89Q (4920.700000 sec): 3 clusters
  Score: Raw -1188588.498372 + Penalty 3010.761370 = -1185577.737002
  nChanged 7
		SP:Iteration 90Q (4920.720000 sec): 3 clusters
  Score: Raw -1188589.222337 + Penalty 3010.761370 = -1185578.460967
  nChanged 3
		SP:Iteration 91Q (4920.750000 sec): 3 clusters
  Score: Raw -1188589.754805 + Penalty 3010.761370 = -1185578.993435
  nChanged 3
		SP:Iteration 92Q (4920.770000 sec): 3 clusters
  Score: Raw -1188590.339928 + Penalty 3010.761370 = -1185579.578558
  nChanged 7
		SP:Iteration 93Q (4920.790000 sec): 3 clusters
  Score: Raw -1188591.531055 + Penalty 3010.761370 = -1185580.769685
  nChanged 8
		SP:Iteration 94Q (4920.810000 sec): 3 clusters
  Score: Raw -1188592.672585 + Penalty 3010.761370 = -1185581.911215
  nChanged 7
		SP:Iteration 95Q (4920.840000 sec): 3 clusters
  Score: Raw -1188593.580580 + Penalty 3010.761370 = -1185582.819210
  nChanged 8
		SP:Iteration 96Q (4920.860000 sec): 3 clusters
  Score: Raw -1188594.774525 + Penalty 3010.761370 = -1185584.013155
  nChanged 6
		SP:Iteration 97Q (4920.890000 sec): 3 clusters
  Score: Raw -1188595.634122 + Penalty 3010.761370 = -1185584.872751
  nChanged 9
		SP:Iteration 98Q (4920.910000 sec): 3 clusters
  Score: Raw -1188596.636299 + Penalty 3010.761370 = -1185585.874929
  nChanged 5
		SP:Iteration 99Q (4920.930000 sec): 3 clusters
  Score: Raw -1188597.423687 + Penalty 3010.761370 = -1185586.662317
  nChanged 3
		SP:Iteration 100F (4920.960000 sec): 3 clusters
  Score: Raw -1188597.761982 + Penalty 3010.761370 = -1185587.000612
  nChanged 2
		SP:Iteration 101Q (4920.980000 sec): 3 clusters
  Score: Raw -1188598.001099 + Penalty 3010.761370 = -1185587.239729
  nChanged 3
		SP:Iteration 102Q (4921.010000 sec): 3 clusters
  Score: Raw -1188598.346942 + Penalty 3010.761370 = -1185587.585572
  nChanged 1
		SP:Iteration 103Q (4921.030000 sec): 3 clusters
  Score: Raw -1188598.421045 + Penalty 3010.761370 = -1185587.659675
  nChanged 0
		SP:Iteration 104F (4921.050000 sec): 3 clusters
  Score: Raw -1188598.421045 + Penalty 3010.761370 = -1185587.659675
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 54 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4921.070000 sec): 2 clusters
  Score: Raw -140995.260004 + Penalty 1189.370400 = -139805.889604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4921.070000 sec): 3 clusters
  Score: Raw -140460.008821 + Penalty 2378.740799 = -138081.268022
  nChanged 489
		SP:Iteration 1F (4921.070000 sec): 3 clusters
  Score: Raw -140939.267686 + Penalty 2378.740799 = -138560.526887
  nChanged 153
		SP:Iteration 2F (4921.080000 sec): 3 clusters
  Score: Raw -141135.503362 + Penalty 2378.740799 = -138756.762563
  nChanged 103
		SP:Iteration 3F (4921.080000 sec): 3 clusters
  Score: Raw -141251.706909 + Penalty 2378.740799 = -138872.966110
  nChanged 66
		SP:Iteration 4Q (4921.090000 sec): 3 clusters
  Score: Raw -141327.629961 + Penalty 2378.740799 = -138948.889162
  nChanged 44
		SP:Iteration 5Q (4921.090000 sec): 3 clusters
  Score: Raw -141377.717520 + Penalty 2378.740799 = -138998.976721
  nChanged 44
		SP:Iteration 6Q (4921.090000 sec): 3 clusters
  Score: Raw -141431.744442 + Penalty 2378.740799 = -139053.003643
  nChanged 37
		SP:Iteration 7Q (4921.090000 sec): 3 clusters
  Score: Raw -141468.776811 + Penalty 2378.740799 = -139090.036012
  nChanged 30
		SP:Iteration 8Q (4921.100000 sec): 3 clusters
  Score: Raw -141508.110295 + Penalty 2378.740799 = -139129.369496
  nChanged 32
		SP:Iteration 9Q (4921.100000 sec): 3 clusters
  Score: Raw -141545.304225 + Penalty 2378.740799 = -139166.563425
  nChanged 33
		SP:Iteration 10Q (4921.110000 sec): 3 clusters
  Score: Raw -141577.493945 + Penalty 2378.740799 = -139198.753146
  nChanged 23
		SP:Iteration 11Q (4921.110000 sec): 3 clusters
  Score: Raw -141596.150359 + Penalty 2378.740799 = -139217.409560
  nChanged 18
		SP:Iteration 12Q (4921.110000 sec): 3 clusters
  Score: Raw -141617.560696 + Penalty 2378.740799 = -139238.819897
  nChanged 18
		SP:Iteration 13Q (4921.120000 sec): 3 clusters
  Score: Raw -141637.314159 + Penalty 2378.740799 = -139258.573360
  nChanged 15
		SP:Iteration 14Q (4921.120000 sec): 3 clusters
  Score: Raw -141661.925885 + Penalty 2378.740799 = -139283.185086
  nChanged 23
		SP:Iteration 15Q (4921.120000 sec): 3 clusters
  Score: Raw -141700.513235 + Penalty 2378.740799 = -139321.772436
  nChanged 24
		SP:Iteration 16Q (4921.130000 sec): 3 clusters
  Score: Raw -141741.192891 + Penalty 2378.740799 = -139362.452092
  nChanged 34
		SP:Iteration 17Q (4921.130000 sec): 3 clusters
  Score: Raw -141792.447758 + Penalty 2378.740799 = -139413.706959
  nChanged 35
		SP:Iteration 18Q (4921.130000 sec): 3 clusters
  Score: Raw -141838.785893 + Penalty 2378.740799 = -139460.045094
  nChanged 25
		SP:Iteration 19Q (4921.140000 sec): 3 clusters
  Score: Raw -141857.898529 + Penalty 2378.740799 = -139479.157730
  nChanged 8
		SP:Iteration 20F (4921.140000 sec): 3 clusters
  Score: Raw -141862.127390 + Penalty 2378.740799 = -139483.386591
  nChanged 6
		SP:Iteration 21Q (4921.140000 sec): 3 clusters
  Score: Raw -141869.210979 + Penalty 2378.740799 = -139490.470180
  nChanged 3
		SP:Iteration 22Q (4921.150000 sec): 3 clusters
  Score: Raw -141871.314119 + Penalty 2378.740799 = -139492.573320
  nChanged 2
		SP:Iteration 23Q (4921.150000 sec): 3 clusters
  Score: Raw -141872.853399 + Penalty 2378.740799 = -139494.112600
  nChanged 2
		SP:Iteration 24Q (4921.150000 sec): 3 clusters
  Score: Raw -141874.052628 + Penalty 2378.740799 = -139495.311829
  nChanged 2
		SP:Iteration 25Q (4921.160000 sec): 3 clusters
  Score: Raw -141875.385484 + Penalty 2378.740799 = -139496.644685
  nChanged 2
		SP:Iteration 26Q (4921.160000 sec): 3 clusters
  Score: Raw -141877.599224 + Penalty 2378.740799 = -139498.858425
  nChanged 4
		SP:Iteration 27Q (4921.160000 sec): 3 clusters
  Score: Raw -141880.016141 + Penalty 2378.740799 = -139501.275342
  nChanged 1
		SP:Iteration 28Q (4921.170000 sec): 3 clusters
  Score: Raw -141881.788810 + Penalty 2378.740799 = -139503.048011
  nChanged 2
		SP:Iteration 29Q (4921.170000 sec): 3 clusters
  Score: Raw -141883.111317 + Penalty 2378.740799 = -139504.370518
  nChanged 2
		SP:Iteration 30Q (4921.170000 sec): 3 clusters
  Score: Raw -141884.574845 + Penalty 2378.740799 = -139505.834046
  nChanged 0
		SP:Iteration 31F (4921.180000 sec): 3 clusters
  Score: Raw -141884.574845 + Penalty 2378.740799 = -139505.834046
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 55 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4921.190000 sec): 2 clusters
  Score: Raw -572754.749219 + Penalty 1384.983671 = -571369.765548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4921.210000 sec): 3 clusters
  Score: Raw -570145.563992 + Penalty 2769.967342 = -567375.596650
  nChanged 2047
		SP:Iteration 1F (4921.220000 sec): 3 clusters
  Score: Raw -571250.054233 + Penalty 2769.967342 = -568480.086891
  nChanged 349
		SP:Iteration 2F (4921.230000 sec): 3 clusters
  Score: Raw -571442.480578 + Penalty 2769.967342 = -568672.513236
  nChanged 270
		SP:Iteration 3F (4921.250000 sec): 3 clusters
  Score: Raw -571590.906705 + Penalty 2769.967342 = -568820.939364
  nChanged 221
		SP:Iteration 4Q (4921.260000 sec): 3 clusters
  Score: Raw -571701.014673 + Penalty 2769.967342 = -568931.047331
  nChanged 197
		SP:Iteration 5Q (4921.270000 sec): 3 clusters
  Score: Raw -571810.625383 + Penalty 2769.967342 = -569040.658041
  nChanged 207
		SP:Iteration 6Q (4921.280000 sec): 3 clusters
  Score: Raw -571921.933444 + Penalty 2769.967342 = -569151.966102
  nChanged 200
		SP:Iteration 7Q (4921.290000 sec): 3 clusters
  Score: Raw -572037.346388 + Penalty 2769.967342 = -569267.379046
  nChanged 205
		SP:Iteration 8Q (4921.310000 sec): 3 clusters
  Score: Raw -572170.727383 + Penalty 2769.967342 = -569400.760041
  nChanged 211
		SP:Iteration 9Q (4921.320000 sec): 3 clusters
  Score: Raw -572314.167108 + Penalty 2769.967342 = -569544.199766
  nChanged 206
		SP:Iteration 10Q (4921.330000 sec): 3 clusters
  Score: Raw -572446.052499 + Penalty 2769.967342 = -569676.085157
  nChanged 155
		SP:Iteration 11Q (4921.350000 sec): 3 clusters
  Score: Raw -572542.063445 + Penalty 2769.967342 = -569772.096103
  nChanged 140
		SP:Iteration 12Q (4921.360000 sec): 3 clusters
  Score: Raw -572631.061468 + Penalty 2769.967342 = -569861.094126
  nChanged 117
		SP:Iteration 13Q (4921.370000 sec): 3 clusters
  Score: Raw -572707.738731 + Penalty 2769.967342 = -569937.771389
  nChanged 105
		SP:Iteration 14Q (4921.380000 sec): 3 clusters
  Score: Raw -572783.003289 + Penalty 2769.967342 = -570013.035947
  nChanged 99
		SP:Iteration 15Q (4921.390000 sec): 3 clusters
  Score: Raw -572851.962191 + Penalty 2769.967342 = -570081.994849
  nChanged 72
		SP:Iteration 16Q (4921.410000 sec): 3 clusters
  Score: Raw -572901.160006 + Penalty 2769.967342 = -570131.192664
  nChanged 60
		SP:Iteration 17Q (4921.420000 sec): 3 clusters
  Score: Raw -572946.725882 + Penalty 2769.967342 = -570176.758541
  nChanged 41
		SP:Iteration 18Q (4921.430000 sec): 3 clusters
  Score: Raw -572972.594264 + Penalty 2769.967342 = -570202.626923
  nChanged 19
		SP:Iteration 19Q (4921.440000 sec): 3 clusters
  Score: Raw -572985.552900 + Penalty 2769.967342 = -570215.585558
  nChanged 9
		SP:Iteration 20F (4921.450000 sec): 3 clusters
  Score: Raw -572993.025132 + Penalty 2769.967342 = -570223.057790
  nChanged 12
		SP:Iteration 21Q (4921.470000 sec): 3 clusters
  Score: Raw -572999.902439 + Penalty 2769.967342 = -570229.935097
  nChanged 9
		SP:Iteration 22Q (4921.480000 sec): 3 clusters
  Score: Raw -573006.449764 + Penalty 2769.967342 = -570236.482422
  nChanged 11
		SP:Iteration 23Q (4921.490000 sec): 3 clusters
  Score: Raw -573014.056122 + Penalty 2769.967342 = -570244.088780
  nChanged 3
		SP:Iteration 24Q (4921.500000 sec): 3 clusters
  Score: Raw -573017.491747 + Penalty 2769.967342 = -570247.524405
  nChanged 7
		SP:Iteration 25Q (4921.510000 sec): 3 clusters
  Score: Raw -573021.913382 + Penalty 2769.967342 = -570251.946040
  nChanged 1
		SP:Iteration 26Q (4921.530000 sec): 3 clusters
  Score: Raw -573022.520677 + Penalty 2769.967342 = -570252.553335
  nChanged 2
		SP:Iteration 27Q (4921.540000 sec): 3 clusters
  Score: Raw -573023.852429 + Penalty 2769.967342 = -570253.885087
  nChanged 0
		SP:Iteration 28F (4921.550000 sec): 3 clusters
  Score: Raw -573023.852429 + Penalty 2769.967342 = -570253.885087
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 56 (64972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4921.760000 sec): 2 clusters
  Score: Raw -7685721.920921 + Penalty 1800.778149 = -7683921.142772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4921.930000 sec): 3 clusters
  Score: Raw -7644087.197057 + Penalty 3601.556298 = -7640485.640759
  nChanged 30683
		SP:Iteration 1F (4922.100000 sec): 3 clusters
  Score: Raw -7661639.142991 + Penalty 3601.556298 = -7658037.586692
  nChanged 2436
		SP:Iteration 2Q (4922.280000 sec): 3 clusters
  Score: Raw -7662462.271202 + Penalty 3601.556298 = -7658860.714904
  nChanged 2751
		SP:Iteration 3Q (4922.450000 sec): 3 clusters
  Score: Raw -7663702.592008 + Penalty 3601.556298 = -7660101.035710
  nChanged 3600
		SP:Iteration 4F (4922.620000 sec): 3 clusters
  Score: Raw -7665845.671999 + Penalty 3601.556298 = -7662244.115701
  nChanged 4559
		SP:Iteration 5F (4922.790000 sec): 3 clusters
  Score: Raw -7669248.385118 + Penalty 3601.556298 = -7665646.828820
  nChanged 5503
		SP:Iteration 6F (4922.960000 sec): 3 clusters
  Score: Raw -7674219.084941 + Penalty 3601.556298 = -7670617.528643
  nChanged 5442
		SP:Iteration 7F (4923.130000 sec): 3 clusters
  Score: Raw -7679616.639774 + Penalty 3601.556298 = -7676015.083475
  nChanged 3795
		SP:Iteration 8F (4923.290000 sec): 3 clusters
  Score: Raw -7683372.264720 + Penalty 3601.556298 = -7679770.708421
  nChanged 1774
		SP:Iteration 9Q (4923.440000 sec): 3 clusters
  Score: Raw -7685049.948907 + Penalty 3601.556298 = -7681448.392609
  nChanged 560
		SP:Iteration 10Q (4923.570000 sec): 3 clusters
  Score: Raw -7685582.969747 + Penalty 3601.556298 = -7681981.413449
  nChanged 183
		SP:Iteration 11Q (4923.690000 sec): 3 clusters
  Score: Raw -7685790.060782 + Penalty 3601.556298 = -7682188.504484
  nChanged 51
		SP:Iteration 12Q (4923.810000 sec): 3 clusters
  Score: Raw -7685862.229036 + Penalty 3601.556298 = -7682260.672738
  nChanged 33
		SP:Iteration 13Q (4923.920000 sec): 3 clusters
  Score: Raw -7685910.199014 + Penalty 3601.556298 = -7682308.642715
  nChanged 20
		SP:Iteration 14Q (4924.040000 sec): 3 clusters
  Score: Raw -7685933.924765 + Penalty 3601.556298 = -7682332.368467
  nChanged 10
		SP:Iteration 15Q (4924.160000 sec): 3 clusters
  Score: Raw -7685944.322884 + Penalty 3601.556298 = -7682342.766586
  nChanged 5
		SP:Iteration 16Q (4924.270000 sec): 3 clusters
  Score: Raw -7685952.920940 + Penalty 3601.556298 = -7682351.364642
  nChanged 2
		SP:Iteration 17Q (4924.390000 sec): 3 clusters
  Score: Raw -7685954.786400 + Penalty 3601.556298 = -7682353.230102
  nChanged 1
		SP:Iteration 18Q (4924.500000 sec): 3 clusters
  Score: Raw -7685956.101908 + Penalty 3601.556298 = -7682354.545610
  nChanged 0
		SP:Iteration 19F (4924.670000 sec): 3 clusters
  Score: Raw -7685956.101908 + Penalty 3601.556298 = -7682354.545610
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 57 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4924.710000 sec): 2 clusters
  Score: Raw -257484.921093 + Penalty 1262.798401 = -256222.122691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4924.720000 sec): 3 clusters
  Score: Raw -256411.060012 + Penalty 2525.596803 = -253885.463209
  nChanged 865
		SP:Iteration 1F (4924.730000 sec): 3 clusters
  Score: Raw -256960.840480 + Penalty 2525.596803 = -254435.243677
  nChanged 205
		SP:Iteration 2F (4924.730000 sec): 3 clusters
  Score: Raw -257102.054479 + Penalty 2525.596803 = -254576.457677
  nChanged 135
		SP:Iteration 3F (4924.740000 sec): 3 clusters
  Score: Raw -257196.922521 + Penalty 2525.596803 = -254671.325718
  nChanged 104
		SP:Iteration 4Q (4924.740000 sec): 3 clusters
  Score: Raw -257274.985735 + Penalty 2525.596803 = -254749.388932
  nChanged 90
		SP:Iteration 5Q (4924.750000 sec): 3 clusters
  Score: Raw -257339.039956 + Penalty 2525.596803 = -254813.443153
  nChanged 79
		SP:Iteration 6Q (4924.750000 sec): 3 clusters
  Score: Raw -257401.619923 + Penalty 2525.596803 = -254876.023120
  nChanged 64
		SP:Iteration 7Q (4924.760000 sec): 3 clusters
  Score: Raw -257451.679622 + Penalty 2525.596803 = -254926.082819
  nChanged 54
		SP:Iteration 8Q (4924.770000 sec): 3 clusters
  Score: Raw -257493.622177 + Penalty 2525.596803 = -254968.025374
  nChanged 56
		SP:Iteration 9Q (4924.770000 sec): 3 clusters
  Score: Raw -257532.942897 + Penalty 2525.596803 = -255007.346094
  nChanged 53
		SP:Iteration 10Q (4924.780000 sec): 3 clusters
  Score: Raw -257580.928870 + Penalty 2525.596803 = -255055.332067
  nChanged 69
		SP:Iteration 11Q (4924.790000 sec): 3 clusters
  Score: Raw -257653.051708 + Penalty 2525.596803 = -255127.454905
  nChanged 74
		SP:Iteration 12Q (4924.790000 sec): 3 clusters
  Score: Raw -257729.335537 + Penalty 2525.596803 = -255203.738734
  nChanged 69
		SP:Iteration 13Q (4924.790000 sec): 3 clusters
  Score: Raw -257825.867188 + Penalty 2525.596803 = -255300.270385
  nChanged 72
		SP:Iteration 14Q (4924.800000 sec): 3 clusters
  Score: Raw -257926.284236 + Penalty 2525.596803 = -255400.687433
  nChanged 75
		SP:Iteration 15Q (4924.810000 sec): 3 clusters
  Score: Raw -258033.690635 + Penalty 2525.596803 = -255508.093832
  nChanged 81
		SP:Iteration 16Q (4924.810000 sec): 3 clusters
  Score: Raw -258152.165827 + Penalty 2525.596803 = -255626.569024
  nChanged 87
		SP:Iteration 17Q (4924.820000 sec): 3 clusters
  Score: Raw -258247.889523 + Penalty 2525.596803 = -255722.292720
  nChanged 80
		SP:Iteration 18Q (4924.820000 sec): 3 clusters
  Score: Raw -258332.053433 + Penalty 2525.596803 = -255806.456630
  nChanged 60
		SP:Iteration 19Q (4924.830000 sec): 3 clusters
  Score: Raw -258390.228466 + Penalty 2525.596803 = -255864.631663
  nChanged 44
		SP:Iteration 20F (4924.830000 sec): 3 clusters
  Score: Raw -258427.019399 + Penalty 2525.596803 = -255901.422596
  nChanged 33
		SP:Iteration 21Q (4924.840000 sec): 3 clusters
  Score: Raw -258455.878959 + Penalty 2525.596803 = -255930.282156
  nChanged 29
		SP:Iteration 22Q (4924.840000 sec): 3 clusters
  Score: Raw -258475.979084 + Penalty 2525.596803 = -255950.382281
  nChanged 19
		SP:Iteration 23Q (4924.850000 sec): 3 clusters
  Score: Raw -258487.421844 + Penalty 2525.596803 = -255961.825041
  nChanged 14
		SP:Iteration 24Q (4924.850000 sec): 3 clusters
  Score: Raw -258495.488588 + Penalty 2525.596803 = -255969.891785
  nChanged 10
		SP:Iteration 25Q (4924.860000 sec): 3 clusters
  Score: Raw -258499.564424 + Penalty 2525.596803 = -255973.967621
  nChanged 4
		SP:Iteration 26Q (4924.860000 sec): 3 clusters
  Score: Raw -258500.780304 + Penalty 2525.596803 = -255975.183501
  nChanged 1
		SP:Iteration 27Q (4924.870000 sec): 3 clusters
  Score: Raw -258501.355226 + Penalty 2525.596803 = -255975.758423
  nChanged 0
		SP:Iteration 28F (4924.870000 sec): 3 clusters
  Score: Raw -258501.355226 + Penalty 2525.596803 = -255975.758423
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 58 (18999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4924.940000 sec): 2 clusters
  Score: Raw -2267731.673456 + Penalty 1600.973014 = -2266130.700442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4924.990000 sec): 3 clusters
  Score: Raw -2256218.225483 + Penalty 3201.946028 = -2253016.279455
  nChanged 8650
		SP:Iteration 1F (4925.030000 sec): 3 clusters
  Score: Raw -2260740.479301 + Penalty 3201.946028 = -2257538.533273
  nChanged 904
		SP:Iteration 2Q (4925.080000 sec): 3 clusters
  Score: Raw -2261001.470948 + Penalty 3201.946028 = -2257799.524920
  nChanged 750
		SP:Iteration 3Q (4925.130000 sec): 3 clusters
  Score: Raw -2261192.821018 + Penalty 3201.946028 = -2257990.874990
  nChanged 599
		SP:Iteration 4Q (4925.180000 sec): 3 clusters
  Score: Raw -2261335.765084 + Penalty 3201.946028 = -2258133.819056
  nChanged 525
		SP:Iteration 5Q (4925.230000 sec): 3 clusters
  Score: Raw -2261460.155806 + Penalty 3201.946028 = -2258258.209778
  nChanged 505
		SP:Iteration 6Q (4925.280000 sec): 3 clusters
  Score: Raw -2261595.591721 + Penalty 3201.946028 = -2258393.645692
  nChanged 518
		SP:Iteration 7Q (4925.330000 sec): 3 clusters
  Score: Raw -2261747.773835 + Penalty 3201.946028 = -2258545.827807
  nChanged 590
		SP:Iteration 8Q (4925.380000 sec): 3 clusters
  Score: Raw -2261944.381252 + Penalty 3201.946028 = -2258742.435224
  nChanged 686
		SP:Iteration 9Q (4925.430000 sec): 3 clusters
  Score: Raw -2262239.918205 + Penalty 3201.946028 = -2259037.972177
  nChanged 901
		SP:Iteration 10Q (4925.480000 sec): 3 clusters
  Score: Raw -2262738.506554 + Penalty 3201.946028 = -2259536.560526
  nChanged 1170
		SP:Iteration 11F (4925.530000 sec): 3 clusters
  Score: Raw -2263520.518243 + Penalty 3201.946028 = -2260318.572215
  nChanged 1324
		SP:Iteration 12F (4925.570000 sec): 3 clusters
  Score: Raw -2264551.761484 + Penalty 3201.946028 = -2261349.815455
  nChanged 1289
		SP:Iteration 13F (4925.620000 sec): 3 clusters
  Score: Raw -2265649.717818 + Penalty 3201.946028 = -2262447.771790
  nChanged 1046
		SP:Iteration 14F (4925.670000 sec): 3 clusters
  Score: Raw -2266597.520359 + Penalty 3201.946028 = -2263395.574331
  nChanged 674
		SP:Iteration 15Q (4925.720000 sec): 3 clusters
  Score: Raw -2267199.674825 + Penalty 3201.946028 = -2263997.728796
  nChanged 363
		SP:Iteration 16Q (4925.760000 sec): 3 clusters
  Score: Raw -2267544.012038 + Penalty 3201.946028 = -2264342.066010
  nChanged 159
		SP:Iteration 17Q (4925.790000 sec): 3 clusters
  Score: Raw -2267722.074963 + Penalty 3201.946028 = -2264520.128935
  nChanged 93
		SP:Iteration 18Q (4925.830000 sec): 3 clusters
  Score: Raw -2267821.269856 + Penalty 3201.946028 = -2264619.323827
  nChanged 55
		SP:Iteration 19Q (4925.870000 sec): 3 clusters
  Score: Raw -2267884.693315 + Penalty 3201.946028 = -2264682.747287
  nChanged 35
		SP:Iteration 20F (4925.910000 sec): 3 clusters
  Score: Raw -2267926.100159 + Penalty 3201.946028 = -2264724.154131
  nChanged 17
		SP:Iteration 21Q (4925.950000 sec): 3 clusters
  Score: Raw -2267943.711415 + Penalty 3201.946028 = -2264741.765387
  nChanged 16
		SP:Iteration 22Q (4925.980000 sec): 3 clusters
  Score: Raw -2267957.421739 + Penalty 3201.946028 = -2264755.475711
  nChanged 8
		SP:Iteration 23Q (4926.020000 sec): 3 clusters
  Score: Raw -2267967.349800 + Penalty 3201.946028 = -2264765.403772
  nChanged 6
		SP:Iteration 24Q (4926.050000 sec): 3 clusters
  Score: Raw -2267972.078936 + Penalty 3201.946028 = -2264770.132908
  nChanged 3
		SP:Iteration 25Q (4926.090000 sec): 3 clusters
  Score: Raw -2267973.841067 + Penalty 3201.946028 = -2264771.895038
  nChanged 0
		SP:Iteration 26F (4926.130000 sec): 3 clusters
  Score: Raw -2267973.841067 + Penalty 3201.946028 = -2264771.895038
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 59 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4926.150000 sec): 2 clusters
  Score: Raw -41572.680899 + Penalty 980.765733 = -40591.915166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4926.150000 sec): 3 clusters
  Score: Raw -41614.842821 + Penalty 1961.531466 = -39653.311356
  nChanged 89
		SP:Iteration 1F (4926.150000 sec): 3 clusters
  Score: Raw -41788.647739 + Penalty 1961.531466 = -39827.116274
  nChanged 23
		SP:Iteration 2F (4926.150000 sec): 3 clusters
  Score: Raw -41839.088090 + Penalty 1961.531466 = -39877.556625
  nChanged 15
		SP:Iteration 3Q (4926.150000 sec): 3 clusters
  Score: Raw -41862.030891 + Penalty 1961.531466 = -39900.499426
  nChanged 7
		SP:Iteration 4Q (4926.150000 sec): 3 clusters
  Score: Raw -41877.602263 + Penalty 1961.531466 = -39916.070798
  nChanged 6
		SP:Iteration 5Q (4926.150000 sec): 3 clusters
  Score: Raw -41885.313355 + Penalty 1961.531466 = -39923.781889
  nChanged 0
		SP:Iteration 6F (4926.150000 sec): 3 clusters
  Score: Raw -41885.313355 + Penalty 1961.531466 = -39923.781889
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 60 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4926.160000 sec): 2 clusters
  Score: Raw -43862.768430 + Penalty 976.830916 = -42885.937514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4926.160000 sec): 3 clusters
  Score: Raw -43916.754191 + Penalty 1953.661832 = -41963.092359
  nChanged 107
		SP:Iteration 1F (4926.160000 sec): 3 clusters
  Score: Raw -44276.924846 + Penalty 1953.661832 = -42323.263014
  nChanged 42
		SP:Iteration 2F (4926.160000 sec): 3 clusters
  Score: Raw -44421.889803 + Penalty 1953.661832 = -42468.227971
  nChanged 35
		SP:Iteration 3F (4926.170000 sec): 3 clusters
  Score: Raw -44535.934891 + Penalty 1953.661832 = -42582.273059
  nChanged 12
		SP:Iteration 4Q (4926.170000 sec): 3 clusters
  Score: Raw -44573.669504 + Penalty 1953.661832 = -42620.007673
  nChanged 6
		SP:Iteration 5Q (4926.170000 sec): 3 clusters
  Score: Raw -44613.388731 + Penalty 1953.661832 = -42659.726899
  nChanged 5
		SP:Iteration 6Q (4926.170000 sec): 3 clusters
  Score: Raw -44627.194071 + Penalty 1953.661832 = -42673.532239
  nChanged 0
		SP:Iteration 7F (4926.170000 sec): 3 clusters
  Score: Raw -44627.194071 + Penalty 1953.661832 = -42673.532239
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 61 (20130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4926.230000 sec): 2 clusters
  Score: Raw -2309161.078431 + Penalty 1610.369559 = -2307550.708871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4926.290000 sec): 3 clusters
  Score: Raw -2296990.685362 + Penalty 3220.739119 = -2293769.946243
  nChanged 9175
		SP:Iteration 1F (4926.340000 sec): 3 clusters
  Score: Raw -2301944.933679 + Penalty 3220.739119 = -2298724.194561
  nChanged 1070
		SP:Iteration 2F (4926.390000 sec): 3 clusters
  Score: Raw -2302397.448049 + Penalty 3220.739119 = -2299176.708930
  nChanged 1136
		SP:Iteration 3F (4926.440000 sec): 3 clusters
  Score: Raw -2302965.054726 + Penalty 3220.739119 = -2299744.315608
  nChanged 1330
		SP:Iteration 4F (4926.490000 sec): 3 clusters
  Score: Raw -2303782.937300 + Penalty 3220.739119 = -2300562.198181
  nChanged 1485
		SP:Iteration 5F (4926.550000 sec): 3 clusters
  Score: Raw -2304862.557217 + Penalty 3220.739119 = -2301641.818099
  nChanged 1487
		SP:Iteration 6F (4926.600000 sec): 3 clusters
  Score: Raw -2306054.687203 + Penalty 3220.739119 = -2302833.948085
  nChanged 1278
		SP:Iteration 7F (4926.650000 sec): 3 clusters
  Score: Raw -2307133.671310 + Penalty 3220.739119 = -2303912.932191
  nChanged 1004
		SP:Iteration 8Q (4926.700000 sec): 3 clusters
  Score: Raw -2307984.701571 + Penalty 3220.739119 = -2304763.962453
  nChanged 664
		SP:Iteration 9Q (4926.750000 sec): 3 clusters
  Score: Raw -2308560.752609 + Penalty 3220.739119 = -2305340.013491
  nChanged 422
		SP:Iteration 10Q (4926.800000 sec): 3 clusters
  Score: Raw -2308928.590073 + Penalty 3220.739119 = -2305707.850954
  nChanged 220
		SP:Iteration 11Q (4926.850000 sec): 3 clusters
  Score: Raw -2309134.921071 + Penalty 3220.739119 = -2305914.181953
  nChanged 112
		SP:Iteration 12Q (4926.890000 sec): 3 clusters
  Score: Raw -2309234.705429 + Penalty 3220.739119 = -2306013.966310
  nChanged 71
		SP:Iteration 13Q (4926.930000 sec): 3 clusters
  Score: Raw -2309294.650108 + Penalty 3220.739119 = -2306073.910989
  nChanged 34
		SP:Iteration 14Q (4926.970000 sec): 3 clusters
  Score: Raw -2309327.919422 + Penalty 3220.739119 = -2306107.180304
  nChanged 27
		SP:Iteration 15Q (4927.010000 sec): 3 clusters
  Score: Raw -2309349.424220 + Penalty 3220.739119 = -2306128.685102
  nChanged 21
		SP:Iteration 16Q (4927.050000 sec): 3 clusters
  Score: Raw -2309369.881922 + Penalty 3220.739119 = -2306149.142804
  nChanged 21
		SP:Iteration 17Q (4927.090000 sec): 3 clusters
  Score: Raw -2309392.275337 + Penalty 3220.739119 = -2306171.536219
  nChanged 16
		SP:Iteration 18Q (4927.130000 sec): 3 clusters
  Score: Raw -2309409.393995 + Penalty 3220.739119 = -2306188.654876
  nChanged 14
		SP:Iteration 19Q (4927.170000 sec): 3 clusters
  Score: Raw -2309422.137680 + Penalty 3220.739119 = -2306201.398562
  nChanged 7
		SP:Iteration 20F (4927.220000 sec): 3 clusters
  Score: Raw -2309431.129451 + Penalty 3220.739119 = -2306210.390332
  nChanged 5
		SP:Iteration 21Q (4927.260000 sec): 3 clusters
  Score: Raw -2309435.605556 + Penalty 3220.739119 = -2306214.866437
  nChanged 5
		SP:Iteration 22Q (4927.290000 sec): 3 clusters
  Score: Raw -2309440.769983 + Penalty 3220.739119 = -2306220.030865
  nChanged 3
		SP:Iteration 23Q (4927.330000 sec): 3 clusters
  Score: Raw -2309443.255540 + Penalty 3220.739119 = -2306222.516421
  nChanged 0
		SP:Iteration 24F (4927.380000 sec): 3 clusters
  Score: Raw -2309443.255540 + Penalty 3220.739119 = -2306222.516421
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 62 (2411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4927.400000 sec): 2 clusters
  Score: Raw -252985.416219 + Penalty 1265.516993 = -251719.899226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4927.410000 sec): 3 clusters
  Score: Raw -251864.391825 + Penalty 2531.033985 = -249333.357840
  nChanged 896
		SP:Iteration 1F (4927.410000 sec): 3 clusters
  Score: Raw -252477.030384 + Penalty 2531.033985 = -249945.996398
  nChanged 220
		SP:Iteration 2F (4927.420000 sec): 3 clusters
  Score: Raw -252705.278563 + Penalty 2531.033985 = -250174.244577
  nChanged 167
		SP:Iteration 3F (4927.430000 sec): 3 clusters
  Score: Raw -252896.941100 + Penalty 2531.033985 = -250365.907114
  nChanged 128
		SP:Iteration 4F (4927.430000 sec): 3 clusters
  Score: Raw -253011.852777 + Penalty 2531.033985 = -250480.818792
  nChanged 103
		SP:Iteration 5Q (4927.440000 sec): 3 clusters
  Score: Raw -253103.840947 + Penalty 2531.033985 = -250572.806961
  nChanged 85
		SP:Iteration 6Q (4927.450000 sec): 3 clusters
  Score: Raw -253188.833843 + Penalty 2531.033985 = -250657.799857
  nChanged 88
		SP:Iteration 7Q (4927.450000 sec): 3 clusters
  Score: Raw -253253.309287 + Penalty 2531.033985 = -250722.275301
  nChanged 82
		SP:Iteration 8Q (4927.460000 sec): 3 clusters
  Score: Raw -253330.505309 + Penalty 2531.033985 = -250799.471323
  nChanged 77
		SP:Iteration 9Q (4927.460000 sec): 3 clusters
  Score: Raw -253408.021713 + Penalty 2531.033985 = -250876.987728
  nChanged 66
		SP:Iteration 10Q (4927.470000 sec): 3 clusters
  Score: Raw -253459.025650 + Penalty 2531.033985 = -250927.991665
  nChanged 52
		SP:Iteration 11Q (4927.470000 sec): 3 clusters
  Score: Raw -253502.074744 + Penalty 2531.033985 = -250971.040758
  nChanged 44
		SP:Iteration 12Q (4927.480000 sec): 3 clusters
  Score: Raw -253540.373733 + Penalty 2531.033985 = -251009.339747
  nChanged 33
		SP:Iteration 13Q (4927.490000 sec): 3 clusters
  Score: Raw -253568.089354 + Penalty 2531.033985 = -251037.055368
  nChanged 39
		SP:Iteration 14Q (4927.490000 sec): 3 clusters
  Score: Raw -253608.120445 + Penalty 2531.033985 = -251077.086459
  nChanged 44
		SP:Iteration 15Q (4927.490000 sec): 3 clusters
  Score: Raw -253658.874529 + Penalty 2531.033985 = -251127.840543
  nChanged 41
		SP:Iteration 16Q (4927.500000 sec): 3 clusters
  Score: Raw -253699.463417 + Penalty 2531.033985 = -251168.429431
  nChanged 35
		SP:Iteration 17Q (4927.510000 sec): 3 clusters
  Score: Raw -253735.796374 + Penalty 2531.033985 = -251204.762388
  nChanged 41
		SP:Iteration 18Q (4927.510000 sec): 3 clusters
  Score: Raw -253797.069462 + Penalty 2531.033985 = -251266.035477
  nChanged 38
		SP:Iteration 19Q (4927.520000 sec): 3 clusters
  Score: Raw -253863.592291 + Penalty 2531.033985 = -251332.558306
  nChanged 35
		SP:Iteration 20F (4927.520000 sec): 3 clusters
  Score: Raw -253904.837734 + Penalty 2531.033985 = -251373.803749
  nChanged 42
		SP:Iteration 21Q (4927.530000 sec): 3 clusters
  Score: Raw -253933.766733 + Penalty 2531.033985 = -251402.732748
  nChanged 21
		SP:Iteration 22Q (4927.530000 sec): 3 clusters
  Score: Raw -253942.964963 + Penalty 2531.033985 = -251411.930978
  nChanged 12
		SP:Iteration 23Q (4927.540000 sec): 3 clusters
  Score: Raw -253950.011068 + Penalty 2531.033985 = -251418.977083
  nChanged 8
		SP:Iteration 24Q (4927.540000 sec): 3 clusters
  Score: Raw -253955.104288 + Penalty 2531.033985 = -251424.070303
  nChanged 6
		SP:Iteration 25Q (4927.550000 sec): 3 clusters
  Score: Raw -253957.357528 + Penalty 2531.033985 = -251426.323542
  nChanged 4
		SP:Iteration 26Q (4927.550000 sec): 3 clusters
  Score: Raw -253959.157339 + Penalty 2531.033985 = -251428.123354
  nChanged 4
		SP:Iteration 27Q (4927.560000 sec): 3 clusters
  Score: Raw -253960.751371 + Penalty 2531.033985 = -251429.717385
  nChanged 2
		SP:Iteration 28Q (4927.570000 sec): 3 clusters
  Score: Raw -253961.735241 + Penalty 2531.033985 = -251430.701256
  nChanged 0
		SP:Iteration 29F (4927.570000 sec): 3 clusters
  Score: Raw -253961.735241 + Penalty 2531.033985 = -251430.701256
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 63 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4927.580000 sec): 2 clusters
  Score: Raw -196089.233447 + Penalty 1226.211700 = -194863.021747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4927.580000 sec): 3 clusters
  Score: Raw -195286.350780 + Penalty 2452.423399 = -192833.927381
  nChanged 658
		SP:Iteration 1F (4927.590000 sec): 3 clusters
  Score: Raw -195725.736872 + Penalty 2452.423399 = -193273.313473
  nChanged 144
		SP:Iteration 2F (4927.590000 sec): 3 clusters
  Score: Raw -195843.281560 + Penalty 2452.423399 = -193390.858160
  nChanged 101
		SP:Iteration 3F (4927.600000 sec): 3 clusters
  Score: Raw -195938.120765 + Penalty 2452.423399 = -193485.697366
  nChanged 76
		SP:Iteration 4Q (4927.600000 sec): 3 clusters
  Score: Raw -196007.899058 + Penalty 2452.423399 = -193555.475659
  nChanged 59
		SP:Iteration 5Q (4927.610000 sec): 3 clusters
  Score: Raw -196055.447155 + Penalty 2452.423399 = -193603.023756
  nChanged 47
		SP:Iteration 6Q (4927.610000 sec): 3 clusters
  Score: Raw -196092.217013 + Penalty 2452.423399 = -193639.793614
  nChanged 49
		SP:Iteration 7Q (4927.620000 sec): 3 clusters
  Score: Raw -196124.640854 + Penalty 2452.423399 = -193672.217455
  nChanged 36
		SP:Iteration 8Q (4927.620000 sec): 3 clusters
  Score: Raw -196157.321816 + Penalty 2452.423399 = -193704.898417
  nChanged 39
		SP:Iteration 9Q (4927.630000 sec): 3 clusters
  Score: Raw -196187.878691 + Penalty 2452.423399 = -193735.455292
  nChanged 38
		SP:Iteration 10Q (4927.630000 sec): 3 clusters
  Score: Raw -196214.413082 + Penalty 2452.423399 = -193761.989683
  nChanged 37
		SP:Iteration 11Q (4927.630000 sec): 3 clusters
  Score: Raw -196248.303939 + Penalty 2452.423399 = -193795.880540
  nChanged 50
		SP:Iteration 12Q (4927.640000 sec): 3 clusters
  Score: Raw -196298.775530 + Penalty 2452.423399 = -193846.352130
  nChanged 44
		SP:Iteration 13Q (4927.640000 sec): 3 clusters
  Score: Raw -196347.427250 + Penalty 2452.423399 = -193895.003851
  nChanged 66
		SP:Iteration 14Q (4927.650000 sec): 3 clusters
  Score: Raw -196448.598340 + Penalty 2452.423399 = -193996.174941
  nChanged 63
		SP:Iteration 15Q (4927.650000 sec): 3 clusters
  Score: Raw -196546.281662 + Penalty 2452.423399 = -194093.858263
  nChanged 66
		SP:Iteration 16Q (4927.660000 sec): 3 clusters
  Score: Raw -196643.550697 + Penalty 2452.423399 = -194191.127298
  nChanged 64
		SP:Iteration 17Q (4927.660000 sec): 3 clusters
  Score: Raw -196715.672501 + Penalty 2452.423399 = -194263.249102
  nChanged 44
		SP:Iteration 18Q (4927.670000 sec): 3 clusters
  Score: Raw -196750.552939 + Penalty 2452.423399 = -194298.129540
  nChanged 23
		SP:Iteration 19Q (4927.670000 sec): 3 clusters
  Score: Raw -196765.850881 + Penalty 2452.423399 = -194313.427482
  nChanged 14
		SP:Iteration 20F (4927.670000 sec): 3 clusters
  Score: Raw -196773.979963 + Penalty 2452.423399 = -194321.556564
  nChanged 10
		SP:Iteration 21Q (4927.680000 sec): 3 clusters
  Score: Raw -196780.450706 + Penalty 2452.423399 = -194328.027307
  nChanged 8
		SP:Iteration 22Q (4927.680000 sec): 3 clusters
  Score: Raw -196788.090144 + Penalty 2452.423399 = -194335.666745
  nChanged 8
		SP:Iteration 23Q (4927.690000 sec): 3 clusters
  Score: Raw -196795.263884 + Penalty 2452.423399 = -194342.840485
  nChanged 12
		SP:Iteration 24Q (4927.690000 sec): 3 clusters
  Score: Raw -196805.036800 + Penalty 2452.423399 = -194352.613400
  nChanged 10
		SP:Iteration 25Q (4927.700000 sec): 3 clusters
  Score: Raw -196810.979044 + Penalty 2452.423399 = -194358.555645
  nChanged 7
		SP:Iteration 26Q (4927.700000 sec): 3 clusters
  Score: Raw -196814.129174 + Penalty 2452.423399 = -194361.705774
  nChanged 3
		SP:Iteration 27Q (4927.710000 sec): 3 clusters
  Score: Raw -196815.434861 + Penalty 2452.423399 = -194363.011462
  nChanged 3
		SP:Iteration 28Q (4927.710000 sec): 3 clusters
  Score: Raw -196816.501499 + Penalty 2452.423399 = -194364.078100
  nChanged 2
		SP:Iteration 29Q (4927.710000 sec): 3 clusters
  Score: Raw -196817.226785 + Penalty 2452.423399 = -194364.803386
  nChanged 3
		SP:Iteration 30Q (4927.720000 sec): 3 clusters
  Score: Raw -196817.993418 + Penalty 2452.423399 = -194365.570019
  nChanged 2
		SP:Iteration 31Q (4927.720000 sec): 3 clusters
  Score: Raw -196818.558255 + Penalty 2452.423399 = -194366.134856
  nChanged 0
		SP:Iteration 32F (4927.730000 sec): 3 clusters
  Score: Raw -196818.558255 + Penalty 2452.423399 = -194366.134856
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 64 (17431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4927.780000 sec): 2 clusters
  Score: Raw -1907074.622062 + Penalty 1586.975895 = -1905487.646166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4927.820000 sec): 3 clusters
  Score: Raw -1896785.363094 + Penalty 3173.951790 = -1893611.411303
  nChanged 7797
		SP:Iteration 1F (4927.870000 sec): 3 clusters
  Score: Raw -1901021.943838 + Penalty 3173.951790 = -1897847.992048
  nChanged 932
		SP:Iteration 2F (4927.910000 sec): 3 clusters
  Score: Raw -1901389.562692 + Penalty 3173.951790 = -1898215.610901
  nChanged 870
		SP:Iteration 3Q (4927.960000 sec): 3 clusters
  Score: Raw -1901750.092995 + Penalty 3173.951790 = -1898576.141204
  nChanged 835
		SP:Iteration 4Q (4928.000000 sec): 3 clusters
  Score: Raw -1902132.186482 + Penalty 3173.951790 = -1898958.234692
  nChanged 889
		SP:Iteration 5F (4928.050000 sec): 3 clusters
  Score: Raw -1902573.402203 + Penalty 3173.951790 = -1899399.450413
  nChanged 882
		SP:Iteration 6F (4928.090000 sec): 3 clusters
  Score: Raw -1902980.064221 + Penalty 3173.951790 = -1899806.112431
  nChanged 830
		SP:Iteration 7Q (4928.130000 sec): 3 clusters
  Score: Raw -1903358.816541 + Penalty 3173.951790 = -1900184.864751
  nChanged 758
		SP:Iteration 8Q (4928.180000 sec): 3 clusters
  Score: Raw -1903720.996144 + Penalty 3173.951790 = -1900547.044354
  nChanged 689
		SP:Iteration 9Q (4928.220000 sec): 3 clusters
  Score: Raw -1904038.575496 + Penalty 3173.951790 = -1900864.623706
  nChanged 672
		SP:Iteration 10Q (4928.270000 sec): 3 clusters
  Score: Raw -1904333.052670 + Penalty 3173.951790 = -1901159.100880
  nChanged 563
		SP:Iteration 11Q (4928.310000 sec): 3 clusters
  Score: Raw -1904580.032328 + Penalty 3173.951790 = -1901406.080538
  nChanged 536
		SP:Iteration 12Q (4928.350000 sec): 3 clusters
  Score: Raw -1904821.156814 + Penalty 3173.951790 = -1901647.205024
  nChanged 470
		SP:Iteration 13Q (4928.400000 sec): 3 clusters
  Score: Raw -1905025.028220 + Penalty 3173.951790 = -1901851.076429
  nChanged 418
		SP:Iteration 14Q (4928.440000 sec): 3 clusters
  Score: Raw -1905201.423627 + Penalty 3173.951790 = -1902027.471837
  nChanged 385
		SP:Iteration 15Q (4928.490000 sec): 3 clusters
  Score: Raw -1905353.090240 + Penalty 3173.951790 = -1902179.138449
  nChanged 323
		SP:Iteration 16Q (4928.530000 sec): 3 clusters
  Score: Raw -1905473.636007 + Penalty 3173.951790 = -1902299.684216
  nChanged 292
		SP:Iteration 17Q (4928.570000 sec): 3 clusters
  Score: Raw -1905576.570397 + Penalty 3173.951790 = -1902402.618607
  nChanged 255
		SP:Iteration 18Q (4928.610000 sec): 3 clusters
  Score: Raw -1905658.583411 + Penalty 3173.951790 = -1902484.631620
  nChanged 211
		SP:Iteration 19Q (4928.660000 sec): 3 clusters
  Score: Raw -1905726.384693 + Penalty 3173.951790 = -1902552.432902
  nChanged 210
		SP:Iteration 20F (4928.700000 sec): 3 clusters
  Score: Raw -1905789.256311 + Penalty 3173.951790 = -1902615.304521
  nChanged 197
		SP:Iteration 21Q (4928.740000 sec): 3 clusters
  Score: Raw -1905857.495208 + Penalty 3173.951790 = -1902683.543418
  nChanged 202
		SP:Iteration 22Q (4928.790000 sec): 3 clusters
  Score: Raw -1905934.766876 + Penalty 3173.951790 = -1902760.815085
  nChanged 219
		SP:Iteration 23Q (4928.830000 sec): 3 clusters
  Score: Raw -1906011.557115 + Penalty 3173.951790 = -1902837.605324
  nChanged 223
		SP:Iteration 24Q (4928.870000 sec): 3 clusters
  Score: Raw -1906087.315283 + Penalty 3173.951790 = -1902913.363492
  nChanged 227
		SP:Iteration 25Q (4928.910000 sec): 3 clusters
  Score: Raw -1906168.536726 + Penalty 3173.951790 = -1902994.584935
  nChanged 226
		SP:Iteration 26Q (4928.950000 sec): 3 clusters
  Score: Raw -1906256.756505 + Penalty 3173.951790 = -1903082.804715
  nChanged 232
		SP:Iteration 27Q (4928.990000 sec): 3 clusters
  Score: Raw -1906347.786348 + Penalty 3173.951790 = -1903173.834558
  nChanged 224
		SP:Iteration 28Q (4929.030000 sec): 3 clusters
  Score: Raw -1906447.775961 + Penalty 3173.951790 = -1903273.824170
  nChanged 239
		SP:Iteration 29Q (4929.070000 sec): 3 clusters
  Score: Raw -1906541.963912 + Penalty 3173.951790 = -1903368.012122
  nChanged 220
		SP:Iteration 30Q (4929.110000 sec): 3 clusters
  Score: Raw -1906630.115797 + Penalty 3173.951790 = -1903456.164006
  nChanged 194
		SP:Iteration 31Q (4929.150000 sec): 3 clusters
  Score: Raw -1906700.424465 + Penalty 3173.951790 = -1903526.472674
  nChanged 186
		SP:Iteration 32Q (4929.190000 sec): 3 clusters
  Score: Raw -1906769.024815 + Penalty 3173.951790 = -1903595.073024
  nChanged 197
		SP:Iteration 33Q (4929.230000 sec): 3 clusters
  Score: Raw -1906844.459913 + Penalty 3173.951790 = -1903670.508123
  nChanged 196
		SP:Iteration 34Q (4929.260000 sec): 3 clusters
  Score: Raw -1906920.733922 + Penalty 3173.951790 = -1903746.782131
  nChanged 183
		SP:Iteration 35Q (4929.300000 sec): 3 clusters
  Score: Raw -1906992.382429 + Penalty 3173.951790 = -1903818.430638
  nChanged 168
		SP:Iteration 36Q (4929.340000 sec): 3 clusters
  Score: Raw -1907063.473543 + Penalty 3173.951790 = -1903889.521752
  nChanged 164
		SP:Iteration 37Q (4929.370000 sec): 3 clusters
  Score: Raw -1907128.987575 + Penalty 3173.951790 = -1903955.035784
  nChanged 138
		SP:Iteration 38Q (4929.410000 sec): 3 clusters
  Score: Raw -1907186.040679 + Penalty 3173.951790 = -1904012.088888
  nChanged 139
		SP:Iteration 39Q (4929.450000 sec): 3 clusters
  Score: Raw -1907249.447854 + Penalty 3173.951790 = -1904075.496064
  nChanged 136
		SP:Iteration 40F (4929.490000 sec): 3 clusters
  Score: Raw -1907314.300507 + Penalty 3173.951790 = -1904140.348716
  nChanged 127
		SP:Iteration 41Q (4929.530000 sec): 3 clusters
  Score: Raw -1907374.395207 + Penalty 3173.951790 = -1904200.443417
  nChanged 119
		SP:Iteration 42Q (4929.560000 sec): 3 clusters
  Score: Raw -1907433.160836 + Penalty 3173.951790 = -1904259.209045
  nChanged 105
		SP:Iteration 43Q (4929.600000 sec): 3 clusters
  Score: Raw -1907498.007886 + Penalty 3173.951790 = -1904324.056095
  nChanged 104
		SP:Iteration 44Q (4929.630000 sec): 3 clusters
  Score: Raw -1907562.403294 + Penalty 3173.951790 = -1904388.451503
  nChanged 88
		SP:Iteration 45Q (4929.670000 sec): 3 clusters
  Score: Raw -1907612.919462 + Penalty 3173.951790 = -1904438.967671
  nChanged 77
		SP:Iteration 46Q (4929.700000 sec): 3 clusters
  Score: Raw -1907661.694558 + Penalty 3173.951790 = -1904487.742768
  nChanged 61
		SP:Iteration 47Q (4929.730000 sec): 3 clusters
  Score: Raw -1907695.479722 + Penalty 3173.951790 = -1904521.527931
  nChanged 44
		SP:Iteration 48Q (4929.770000 sec): 3 clusters
  Score: Raw -1907716.117535 + Penalty 3173.951790 = -1904542.165744
  nChanged 36
		SP:Iteration 49Q (4929.800000 sec): 3 clusters
  Score: Raw -1907735.669128 + Penalty 3173.951790 = -1904561.717338
  nChanged 34
		SP:Iteration 50Q (4929.830000 sec): 3 clusters
  Score: Raw -1907751.920822 + Penalty 3173.951790 = -1904577.969031
  nChanged 31
		SP:Iteration 51Q (4929.870000 sec): 3 clusters
  Score: Raw -1907763.140870 + Penalty 3173.951790 = -1904589.189079
  nChanged 20
		SP:Iteration 52Q (4929.900000 sec): 3 clusters
  Score: Raw -1907769.456469 + Penalty 3173.951790 = -1904595.504678
  nChanged 14
		SP:Iteration 53Q (4929.930000 sec): 3 clusters
  Score: Raw -1907774.846342 + Penalty 3173.951790 = -1904600.894551
  nChanged 12
		SP:Iteration 54Q (4929.970000 sec): 3 clusters
  Score: Raw -1907779.472424 + Penalty 3173.951790 = -1904605.520634
  nChanged 9
		SP:Iteration 55Q (4930.000000 sec): 3 clusters
  Score: Raw -1907782.937373 + Penalty 3173.951790 = -1904608.985582
  nChanged 7
		SP:Iteration 56Q (4930.030000 sec): 3 clusters
  Score: Raw -1907785.331566 + Penalty 3173.951790 = -1904611.379776
  nChanged 4
		SP:Iteration 57Q (4930.070000 sec): 3 clusters
  Score: Raw -1907786.881653 + Penalty 3173.951790 = -1904612.929863
  nChanged 5
		SP:Iteration 58Q (4930.100000 sec): 3 clusters
  Score: Raw -1907788.064423 + Penalty 3173.951790 = -1904614.112632
  nChanged 0
		SP:Iteration 59F (4930.150000 sec): 3 clusters
  Score: Raw -1907788.064423 + Penalty 3173.951790 = -1904614.112632
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 65 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4930.160000 sec): 2 clusters
  Score: Raw -173714.601735 + Penalty 1196.635944 = -172517.965791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4930.160000 sec): 3 clusters
  Score: Raw -173085.168709 + Penalty 2393.271888 = -170691.896821
  nChanged 509
		SP:Iteration 1F (4930.170000 sec): 3 clusters
  Score: Raw -173443.392001 + Penalty 2393.271888 = -171050.120113
  nChanged 118
		SP:Iteration 2F (4930.170000 sec): 3 clusters
  Score: Raw -173554.467147 + Penalty 2393.271888 = -171161.195259
  nChanged 71
		SP:Iteration 3Q (4930.170000 sec): 3 clusters
  Score: Raw -173618.705022 + Penalty 2393.271888 = -171225.433134
  nChanged 52
		SP:Iteration 4Q (4930.180000 sec): 3 clusters
  Score: Raw -173660.250777 + Penalty 2393.271888 = -171266.978890
  nChanged 35
		SP:Iteration 5Q (4930.180000 sec): 3 clusters
  Score: Raw -173690.701200 + Penalty 2393.271888 = -171297.429312
  nChanged 30
		SP:Iteration 6Q (4930.190000 sec): 3 clusters
  Score: Raw -173711.759460 + Penalty 2393.271888 = -171318.487572
  nChanged 22
		SP:Iteration 7Q (4930.190000 sec): 3 clusters
  Score: Raw -173729.799325 + Penalty 2393.271888 = -171336.527437
  nChanged 11
		SP:Iteration 8Q (4930.190000 sec): 3 clusters
  Score: Raw -173736.826689 + Penalty 2393.271888 = -171343.554801
  nChanged 11
		SP:Iteration 9Q (4930.200000 sec): 3 clusters
  Score: Raw -173743.662966 + Penalty 2393.271888 = -171350.391078
  nChanged 10
		SP:Iteration 10Q (4930.200000 sec): 3 clusters
  Score: Raw -173748.580855 + Penalty 2393.271888 = -171355.308967
  nChanged 9
		SP:Iteration 11Q (4930.210000 sec): 3 clusters
  Score: Raw -173754.223062 + Penalty 2393.271888 = -171360.951174
  nChanged 10
		SP:Iteration 12Q (4930.210000 sec): 3 clusters
  Score: Raw -173763.347509 + Penalty 2393.271888 = -171370.075622
  nChanged 12
		SP:Iteration 13Q (4930.210000 sec): 3 clusters
  Score: Raw -173776.637646 + Penalty 2393.271888 = -171383.365758
  nChanged 19
		SP:Iteration 14Q (4930.220000 sec): 3 clusters
  Score: Raw -173789.546581 + Penalty 2393.271888 = -171396.274694
  nChanged 19
		SP:Iteration 15Q (4930.220000 sec): 3 clusters
  Score: Raw -173801.719685 + Penalty 2393.271888 = -171408.447797
  nChanged 16
		SP:Iteration 16Q (4930.230000 sec): 3 clusters
  Score: Raw -173812.483816 + Penalty 2393.271888 = -171419.211928
  nChanged 20
		SP:Iteration 17Q (4930.230000 sec): 3 clusters
  Score: Raw -173827.458686 + Penalty 2393.271888 = -171434.186798
  nChanged 17
		SP:Iteration 18Q (4930.230000 sec): 3 clusters
  Score: Raw -173837.637951 + Penalty 2393.271888 = -171444.366063
  nChanged 7
		SP:Iteration 19Q (4930.240000 sec): 3 clusters
  Score: Raw -173840.256302 + Penalty 2393.271888 = -171446.984414
  nChanged 4
		SP:Iteration 20F (4930.240000 sec): 3 clusters
  Score: Raw -173842.273572 + Penalty 2393.271888 = -171449.001684
  nChanged 8
		SP:Iteration 21Q (4930.250000 sec): 3 clusters
  Score: Raw -173846.399630 + Penalty 2393.271888 = -171453.127742
  nChanged 8
		SP:Iteration 22Q (4930.250000 sec): 3 clusters
  Score: Raw -173850.546242 + Penalty 2393.271888 = -171457.274354
  nChanged 6
		SP:Iteration 23Q (4930.250000 sec): 3 clusters
  Score: Raw -173852.834864 + Penalty 2393.271888 = -171459.562976
  nChanged 6
		SP:Iteration 24Q (4930.260000 sec): 3 clusters
  Score: Raw -173856.690017 + Penalty 2393.271888 = -171463.418129
  nChanged 6
		SP:Iteration 25Q (4930.260000 sec): 3 clusters
  Score: Raw -173859.971115 + Penalty 2393.271888 = -171466.699227
  nChanged 7
		SP:Iteration 26Q (4930.260000 sec): 3 clusters
  Score: Raw -173865.172111 + Penalty 2393.271888 = -171471.900223
  nChanged 5
		SP:Iteration 27Q (4930.270000 sec): 3 clusters
  Score: Raw -173868.385922 + Penalty 2393.271888 = -171475.114034
  nChanged 4
		SP:Iteration 28Q (4930.270000 sec): 3 clusters
  Score: Raw -173869.563939 + Penalty 2393.271888 = -171476.292051
  nChanged 3
		SP:Iteration 29Q (4930.270000 sec): 3 clusters
  Score: Raw -173872.095523 + Penalty 2393.271888 = -171478.823635
  nChanged 5
		SP:Iteration 30Q (4930.280000 sec): 3 clusters
  Score: Raw -173874.715444 + Penalty 2393.271888 = -171481.443556
  nChanged 7
		SP:Iteration 31Q (4930.280000 sec): 3 clusters
  Score: Raw -173878.494003 + Penalty 2393.271888 = -171485.222115
  nChanged 8
		SP:Iteration 32Q (4930.290000 sec): 3 clusters
  Score: Raw -173881.677421 + Penalty 2393.271888 = -171488.405533
  nChanged 5
		SP:Iteration 33Q (4930.290000 sec): 3 clusters
  Score: Raw -173884.704707 + Penalty 2393.271888 = -171491.432819
  nChanged 5
		SP:Iteration 34Q (4930.290000 sec): 3 clusters
  Score: Raw -173888.898499 + Penalty 2393.271888 = -171495.626611
  nChanged 8
		SP:Iteration 35Q (4930.300000 sec): 3 clusters
  Score: Raw -173895.604034 + Penalty 2393.271888 = -171502.332146
  nChanged 11
		SP:Iteration 36Q (4930.300000 sec): 3 clusters
  Score: Raw -173904.120192 + Penalty 2393.271888 = -171510.848304
  nChanged 14
		SP:Iteration 37Q (4930.310000 sec): 3 clusters
  Score: Raw -173918.594714 + Penalty 2393.271888 = -171525.322827
  nChanged 18
		SP:Iteration 38Q (4930.310000 sec): 3 clusters
  Score: Raw -173940.879575 + Penalty 2393.271888 = -171547.607687
  nChanged 24
		SP:Iteration 39Q (4930.310000 sec): 3 clusters
  Score: Raw -173974.745477 + Penalty 2393.271888 = -171581.473589
  nChanged 38
		SP:Iteration 40F (4930.320000 sec): 3 clusters
  Score: Raw -174017.651045 + Penalty 2393.271888 = -171624.379157
  nChanged 32
		SP:Iteration 41Q (4930.320000 sec): 3 clusters
  Score: Raw -174052.635342 + Penalty 2393.271888 = -171659.363454
  nChanged 30
		SP:Iteration 42Q (4930.330000 sec): 3 clusters
  Score: Raw -174081.791545 + Penalty 2393.271888 = -171688.519657
  nChanged 23
		SP:Iteration 43Q (4930.330000 sec): 3 clusters
  Score: Raw -174105.521439 + Penalty 2393.271888 = -171712.249551
  nChanged 26
		SP:Iteration 44Q (4930.330000 sec): 3 clusters
  Score: Raw -174131.204943 + Penalty 2393.271888 = -171737.933055
  nChanged 41
		SP:Iteration 45Q (4930.330000 sec): 3 clusters
  Score: Raw -174179.458394 + Penalty 2393.271888 = -171786.186506
  nChanged 39
		SP:Iteration 46Q (4930.340000 sec): 3 clusters
  Score: Raw -174233.847512 + Penalty 2393.271888 = -171840.575624
  nChanged 41
		SP:Iteration 47Q (4930.340000 sec): 3 clusters
  Score: Raw -174279.575584 + Penalty 2393.271888 = -171886.303696
  nChanged 25
		SP:Iteration 48Q (4930.350000 sec): 3 clusters
  Score: Raw -174310.231690 + Penalty 2393.271888 = -171916.959802
  nChanged 12
		SP:Iteration 49Q (4930.350000 sec): 3 clusters
  Score: Raw -174324.475618 + Penalty 2393.271888 = -171931.203730
  nChanged 15
		SP:Iteration 50Q (4930.350000 sec): 3 clusters
  Score: Raw -174335.335856 + Penalty 2393.271888 = -171942.063968
  nChanged 11
		SP:Iteration 51Q (4930.360000 sec): 3 clusters
  Score: Raw -174346.653394 + Penalty 2393.271888 = -171953.381506
  nChanged 11
		SP:Iteration 52Q (4930.360000 sec): 3 clusters
  Score: Raw -174356.850994 + Penalty 2393.271888 = -171963.579106
  nChanged 8
		SP:Iteration 53Q (4930.360000 sec): 3 clusters
  Score: Raw -174363.476187 + Penalty 2393.271888 = -171970.204299
  nChanged 2
		SP:Iteration 54Q (4930.370000 sec): 3 clusters
  Score: Raw -174365.714413 + Penalty 2393.271888 = -171972.442525
  nChanged 2
		SP:Iteration 55Q (4930.370000 sec): 3 clusters
  Score: Raw -174366.798637 + Penalty 2393.271888 = -171973.526749
  nChanged 1
		SP:Iteration 56Q (4930.370000 sec): 3 clusters
  Score: Raw -174367.558479 + Penalty 2393.271888 = -171974.286591
  nChanged 4
		SP:Iteration 57Q (4930.380000 sec): 3 clusters
  Score: Raw -174372.012778 + Penalty 2393.271888 = -171978.740890
  nChanged 8
		SP:Iteration 58Q (4930.380000 sec): 3 clusters
  Score: Raw -174380.740751 + Penalty 2393.271888 = -171987.468863
  nChanged 6
		SP:Iteration 59Q (4930.380000 sec): 3 clusters
  Score: Raw -174388.875254 + Penalty 2393.271888 = -171995.603366
  nChanged 2
		SP:Iteration 60F (4930.390000 sec): 3 clusters
  Score: Raw -174390.008052 + Penalty 2393.271888 = -171996.736164
  nChanged 2
		SP:Iteration 61Q (4930.390000 sec): 3 clusters
  Score: Raw -174390.876663 + Penalty 2393.271888 = -171997.604775
  nChanged 1
		SP:Iteration 62Q (4930.390000 sec): 3 clusters
  Score: Raw -174391.896400 + Penalty 2393.271888 = -171998.624512
  nChanged 1
		SP:Iteration 63Q (4930.400000 sec): 3 clusters
  Score: Raw -174392.743470 + Penalty 2393.271888 = -171999.471582
  nChanged 1
		SP:Iteration 64Q (4930.400000 sec): 3 clusters
  Score: Raw -174393.101165 + Penalty 2393.271888 = -171999.829277
  nChanged 0
		SP:Iteration 65F (4930.410000 sec): 3 clusters
  Score: Raw -174393.101165 + Penalty 2393.271888 = -171999.829277
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 66 (27098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4930.490000 sec): 2 clusters
  Score: Raw -3134814.163942 + Penalty 1658.672471 = -3133155.491472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4930.570000 sec): 3 clusters
  Score: Raw -3118143.316664 + Penalty 3317.344941 = -3114825.971723
  nChanged 12440
		SP:Iteration 1F (4930.640000 sec): 3 clusters
  Score: Raw -3125064.832923 + Penalty 3317.344941 = -3121747.487982
  nChanged 1259
		SP:Iteration 2Q (4930.710000 sec): 3 clusters
  Score: Raw -3125481.684379 + Penalty 3317.344941 = -3122164.339437
  nChanged 1184
		SP:Iteration 3Q (4930.780000 sec): 3 clusters
  Score: Raw -3125915.149163 + Penalty 3317.344941 = -3122597.804222
  nChanged 1164
		SP:Iteration 4Q (4930.850000 sec): 3 clusters
  Score: Raw -3126364.066018 + Penalty 3317.344941 = -3123046.721077
  nChanged 1204
		SP:Iteration 5Q (4930.920000 sec): 3 clusters
  Score: Raw -3126843.503864 + Penalty 3317.344941 = -3123526.158923
  nChanged 1172
		SP:Iteration 6Q (4930.990000 sec): 3 clusters
  Score: Raw -3127329.718206 + Penalty 3317.344941 = -3124012.373264
  nChanged 1198
		SP:Iteration 7Q (4931.060000 sec): 3 clusters
  Score: Raw -3127861.477878 + Penalty 3317.344941 = -3124544.132937
  nChanged 1212
		SP:Iteration 8Q (4931.130000 sec): 3 clusters
  Score: Raw -3128465.090655 + Penalty 3317.344941 = -3125147.745714
  nChanged 1243
		SP:Iteration 9Q (4931.200000 sec): 3 clusters
  Score: Raw -3129141.747092 + Penalty 3317.344941 = -3125824.402151
  nChanged 1294
		SP:Iteration 10Q (4931.270000 sec): 3 clusters
  Score: Raw -3129935.011044 + Penalty 3317.344941 = -3126617.666103
  nChanged 1286
		SP:Iteration 11Q (4931.340000 sec): 3 clusters
  Score: Raw -3130734.881495 + Penalty 3317.344941 = -3127417.536554
  nChanged 1166
		SP:Iteration 12Q (4931.410000 sec): 3 clusters
  Score: Raw -3131399.487752 + Penalty 3317.344941 = -3128082.142811
  nChanged 947
		SP:Iteration 13Q (4931.480000 sec): 3 clusters
  Score: Raw -3131842.087782 + Penalty 3317.344941 = -3128524.742841
  nChanged 718
		SP:Iteration 14Q (4931.550000 sec): 3 clusters
  Score: Raw -3132093.080813 + Penalty 3317.344941 = -3128775.735872
  nChanged 518
		SP:Iteration 15Q (4931.610000 sec): 3 clusters
  Score: Raw -3132253.987294 + Penalty 3317.344941 = -3128936.642353
  nChanged 388
		SP:Iteration 16Q (4931.680000 sec): 3 clusters
  Score: Raw -3132366.957045 + Penalty 3317.344941 = -3129049.612104
  nChanged 342
		SP:Iteration 17Q (4931.750000 sec): 3 clusters
  Score: Raw -3132459.935265 + Penalty 3317.344941 = -3129142.590324
  nChanged 319
		SP:Iteration 18Q (4931.810000 sec): 3 clusters
  Score: Raw -3132554.839762 + Penalty 3317.344941 = -3129237.494821
  nChanged 320
		SP:Iteration 19Q (4931.880000 sec): 3 clusters
  Score: Raw -3132656.292479 + Penalty 3317.344941 = -3129338.947538
  nChanged 338
		SP:Iteration 20F (4931.950000 sec): 3 clusters
  Score: Raw -3132767.055785 + Penalty 3317.344941 = -3129449.710844
  nChanged 363
		SP:Iteration 21Q (4932.010000 sec): 3 clusters
  Score: Raw -3132879.556945 + Penalty 3317.344941 = -3129562.212004
  nChanged 342
		SP:Iteration 22Q (4932.080000 sec): 3 clusters
  Score: Raw -3132983.566151 + Penalty 3317.344941 = -3129666.221210
  nChanged 329
		SP:Iteration 23Q (4932.150000 sec): 3 clusters
  Score: Raw -3133079.617106 + Penalty 3317.344941 = -3129762.272165
  nChanged 341
		SP:Iteration 24Q (4932.220000 sec): 3 clusters
  Score: Raw -3133173.397148 + Penalty 3317.344941 = -3129856.052207
  nChanged 296
		SP:Iteration 25Q (4932.280000 sec): 3 clusters
  Score: Raw -3133241.709974 + Penalty 3317.344941 = -3129924.365032
  nChanged 261
		SP:Iteration 26Q (4932.340000 sec): 3 clusters
  Score: Raw -3133304.731343 + Penalty 3317.344941 = -3129987.386402
  nChanged 263
		SP:Iteration 27Q (4932.410000 sec): 3 clusters
  Score: Raw -3133363.920821 + Penalty 3317.344941 = -3130046.575880
  nChanged 240
		SP:Iteration 28Q (4932.480000 sec): 3 clusters
  Score: Raw -3133417.472195 + Penalty 3317.344941 = -3130100.127254
  nChanged 223
		SP:Iteration 29Q (4932.540000 sec): 3 clusters
  Score: Raw -3133462.742127 + Penalty 3317.344941 = -3130145.397186
  nChanged 198
		SP:Iteration 30Q (4932.600000 sec): 3 clusters
  Score: Raw -3133503.246440 + Penalty 3317.344941 = -3130185.901499
  nChanged 224
		SP:Iteration 31Q (4932.670000 sec): 3 clusters
  Score: Raw -3133555.471455 + Penalty 3317.344941 = -3130238.126514
  nChanged 255
		SP:Iteration 32Q (4932.730000 sec): 3 clusters
  Score: Raw -3133617.359888 + Penalty 3317.344941 = -3130300.014947
  nChanged 271
		SP:Iteration 33Q (4932.790000 sec): 3 clusters
  Score: Raw -3133684.396847 + Penalty 3317.344941 = -3130367.051906
  nChanged 250
		SP:Iteration 34Q (4932.860000 sec): 3 clusters
  Score: Raw -3133746.680888 + Penalty 3317.344941 = -3130429.335947
  nChanged 245
		SP:Iteration 35Q (4932.920000 sec): 3 clusters
  Score: Raw -3133807.777947 + Penalty 3317.344941 = -3130490.433006
  nChanged 249
		SP:Iteration 36Q (4932.980000 sec): 3 clusters
  Score: Raw -3133877.132968 + Penalty 3317.344941 = -3130559.788027
  nChanged 279
		SP:Iteration 37Q (4933.040000 sec): 3 clusters
  Score: Raw -3133954.721003 + Penalty 3317.344941 = -3130637.376062
  nChanged 255
		SP:Iteration 38Q (4933.100000 sec): 3 clusters
  Score: Raw -3134031.563925 + Penalty 3317.344941 = -3130714.218984
  nChanged 243
		SP:Iteration 39Q (4933.160000 sec): 3 clusters
  Score: Raw -3134112.053532 + Penalty 3317.344941 = -3130794.708591
  nChanged 246
		SP:Iteration 40F (4933.230000 sec): 3 clusters
  Score: Raw -3134199.057007 + Penalty 3317.344941 = -3130881.712066
  nChanged 248
		SP:Iteration 41Q (4933.290000 sec): 3 clusters
  Score: Raw -3134284.255172 + Penalty 3317.344941 = -3130966.910231
  nChanged 225
		SP:Iteration 42Q (4933.350000 sec): 3 clusters
  Score: Raw -3134358.115892 + Penalty 3317.344941 = -3131040.770951
  nChanged 194
		SP:Iteration 43Q (4933.410000 sec): 3 clusters
  Score: Raw -3134417.095802 + Penalty 3317.344941 = -3131099.750861
  nChanged 183
		SP:Iteration 44Q (4933.470000 sec): 3 clusters
  Score: Raw -3134471.447114 + Penalty 3317.344941 = -3131154.102173
  nChanged 197
		SP:Iteration 45Q (4933.520000 sec): 3 clusters
  Score: Raw -3134540.073487 + Penalty 3317.344941 = -3131222.728546
  nChanged 172
		SP:Iteration 46Q (4933.580000 sec): 3 clusters
  Score: Raw -3134589.709098 + Penalty 3317.344941 = -3131272.364157
  nChanged 135
		SP:Iteration 47Q (4933.640000 sec): 3 clusters
  Score: Raw -3134628.237512 + Penalty 3317.344941 = -3131310.892571
  nChanged 123
		SP:Iteration 48Q (4933.690000 sec): 3 clusters
  Score: Raw -3134666.758794 + Penalty 3317.344941 = -3131349.413853
  nChanged 113
		SP:Iteration 49Q (4933.740000 sec): 3 clusters
  Score: Raw -3134702.736838 + Penalty 3317.344941 = -3131385.391897
  nChanged 112
		SP:Iteration 50Q (4933.800000 sec): 3 clusters
  Score: Raw -3134739.154385 + Penalty 3317.344941 = -3131421.809444
  nChanged 114
		SP:Iteration 51Q (4933.860000 sec): 3 clusters
  Score: Raw -3134779.794736 + Penalty 3317.344941 = -3131462.449795
  nChanged 110
		SP:Iteration 52Q (4933.910000 sec): 3 clusters
  Score: Raw -3134826.743902 + Penalty 3317.344941 = -3131509.398960
  nChanged 104
		SP:Iteration 53Q (4933.960000 sec): 3 clusters
  Score: Raw -3134864.645054 + Penalty 3317.344941 = -3131547.300113
  nChanged 88
		SP:Iteration 54Q (4934.020000 sec): 3 clusters
  Score: Raw -3134894.176077 + Penalty 3317.344941 = -3131576.831136
  nChanged 83
		SP:Iteration 55Q (4934.070000 sec): 3 clusters
  Score: Raw -3134923.978891 + Penalty 3317.344941 = -3131606.633950
  nChanged 69
		SP:Iteration 56Q (4934.120000 sec): 3 clusters
  Score: Raw -3134946.496231 + Penalty 3317.344941 = -3131629.151290
  nChanged 69
		SP:Iteration 57Q (4934.180000 sec): 3 clusters
  Score: Raw -3134967.209774 + Penalty 3317.344941 = -3131649.864833
  nChanged 53
		SP:Iteration 58Q (4934.230000 sec): 3 clusters
  Score: Raw -3134987.570652 + Penalty 3317.344941 = -3131670.225710
  nChanged 69
		SP:Iteration 59Q (4934.280000 sec): 3 clusters
  Score: Raw -3135008.888729 + Penalty 3317.344941 = -3131691.543788
  nChanged 49
		SP:Iteration 60F (4934.350000 sec): 3 clusters
  Score: Raw -3135021.718349 + Penalty 3317.344941 = -3131704.373408
  nChanged 40
		SP:Iteration 61Q (4934.400000 sec): 3 clusters
  Score: Raw -3135034.534474 + Penalty 3317.344941 = -3131717.189533
  nChanged 36
		SP:Iteration 62Q (4934.450000 sec): 3 clusters
  Score: Raw -3135046.657008 + Penalty 3317.344941 = -3131729.312067
  nChanged 38
		SP:Iteration 63Q (4934.500000 sec): 3 clusters
  Score: Raw -3135060.624491 + Penalty 3317.344941 = -3131743.279550
  nChanged 34
		SP:Iteration 64Q (4934.560000 sec): 3 clusters
  Score: Raw -3135071.047464 + Penalty 3317.344941 = -3131753.702522
  nChanged 28
		SP:Iteration 65Q (4934.610000 sec): 3 clusters
  Score: Raw -3135079.554550 + Penalty 3317.344941 = -3131762.209609
  nChanged 24
		SP:Iteration 66Q (4934.660000 sec): 3 clusters
  Score: Raw -3135085.618943 + Penalty 3317.344941 = -3131768.274002
  nChanged 20
		SP:Iteration 67Q (4934.710000 sec): 3 clusters
  Score: Raw -3135090.416040 + Penalty 3317.344941 = -3131773.071098
  nChanged 14
		SP:Iteration 68Q (4934.760000 sec): 3 clusters
  Score: Raw -3135093.830514 + Penalty 3317.344941 = -3131776.485572
  nChanged 14
		SP:Iteration 69Q (4934.810000 sec): 3 clusters
  Score: Raw -3135096.426722 + Penalty 3317.344941 = -3131779.081781
  nChanged 8
		SP:Iteration 70Q (4934.860000 sec): 3 clusters
  Score: Raw -3135098.262591 + Penalty 3317.344941 = -3131780.917650
  nChanged 14
		SP:Iteration 71Q (4934.920000 sec): 3 clusters
  Score: Raw -3135101.180158 + Penalty 3317.344941 = -3131783.835217
  nChanged 9
		SP:Iteration 72Q (4934.970000 sec): 3 clusters
  Score: Raw -3135103.414827 + Penalty 3317.344941 = -3131786.069886
  nChanged 9
		SP:Iteration 73Q (4935.020000 sec): 3 clusters
  Score: Raw -3135105.731145 + Penalty 3317.344941 = -3131788.386204
  nChanged 15
		SP:Iteration 74Q (4935.070000 sec): 3 clusters
  Score: Raw -3135109.170699 + Penalty 3317.344941 = -3131791.825758
  nChanged 12
		SP:Iteration 75Q (4935.120000 sec): 3 clusters
  Score: Raw -3135112.383184 + Penalty 3317.344941 = -3131795.038242
  nChanged 13
		SP:Iteration 76Q (4935.170000 sec): 3 clusters
  Score: Raw -3135116.079110 + Penalty 3317.344941 = -3131798.734169
  nChanged 12
		SP:Iteration 77Q (4935.220000 sec): 3 clusters
  Score: Raw -3135119.433111 + Penalty 3317.344941 = -3131802.088170
  nChanged 12
		SP:Iteration 78Q (4935.270000 sec): 3 clusters
  Score: Raw -3135123.204137 + Penalty 3317.344941 = -3131805.859195
  nChanged 13
		SP:Iteration 79Q (4935.320000 sec): 3 clusters
  Score: Raw -3135125.969290 + Penalty 3317.344941 = -3131808.624349
  nChanged 6
		SP:Iteration 80F (4935.390000 sec): 3 clusters
  Score: Raw -3135127.009427 + Penalty 3317.344941 = -3131809.664486
  nChanged 5
		SP:Iteration 81Q (4935.440000 sec): 3 clusters
  Score: Raw -3135127.862337 + Penalty 3317.344941 = -3131810.517396
  nChanged 8
		SP:Iteration 82Q (4935.500000 sec): 3 clusters
  Score: Raw -3135130.336246 + Penalty 3317.344941 = -3131812.991305
  nChanged 5
		SP:Iteration 83Q (4935.550000 sec): 3 clusters
  Score: Raw -3135132.020516 + Penalty 3317.344941 = -3131814.675575
  nChanged 7
		SP:Iteration 84Q (4935.600000 sec): 3 clusters
  Score: Raw -3135134.186604 + Penalty 3317.344941 = -3131816.841663
  nChanged 10
		SP:Iteration 85Q (4935.650000 sec): 3 clusters
  Score: Raw -3135136.894163 + Penalty 3317.344941 = -3131819.549222
  nChanged 8
		SP:Iteration 86Q (4935.700000 sec): 3 clusters
  Score: Raw -3135138.430966 + Penalty 3317.344941 = -3131821.086025
  nChanged 4
		SP:Iteration 87Q (4935.750000 sec): 3 clusters
  Score: Raw -3135139.777118 + Penalty 3317.344941 = -3131822.432177
  nChanged 2
		SP:Iteration 88Q (4935.800000 sec): 3 clusters
  Score: Raw -3135140.002528 + Penalty 3317.344941 = -3131822.657587
  nChanged 0
		SP:Iteration 89F (4935.870000 sec): 3 clusters
  Score: Raw -3135140.002528 + Penalty 3317.344941 = -3131822.657587
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 67 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4935.890000 sec): 2 clusters
  Score: Raw -148569.895237 + Penalty 1185.667156 = -147384.228081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4935.900000 sec): 3 clusters
  Score: Raw -148018.515116 + Penalty 2371.334312 = -145647.180804
  nChanged 476
		SP:Iteration 1F (4935.900000 sec): 3 clusters
  Score: Raw -148417.716218 + Penalty 2371.334312 = -146046.381905
  nChanged 128
		SP:Iteration 2F (4935.900000 sec): 3 clusters
  Score: Raw -148563.549487 + Penalty 2371.334312 = -146192.215174
  nChanged 87
		SP:Iteration 3F (4935.910000 sec): 3 clusters
  Score: Raw -148670.114638 + Penalty 2371.334312 = -146298.780326
  nChanged 70
		SP:Iteration 4Q (4935.910000 sec): 3 clusters
  Score: Raw -148760.681713 + Penalty 2371.334312 = -146389.347401
  nChanged 67
		SP:Iteration 5Q (4935.910000 sec): 3 clusters
  Score: Raw -148844.446067 + Penalty 2371.334312 = -146473.111754
  nChanged 63
		SP:Iteration 6Q (4935.920000 sec): 3 clusters
  Score: Raw -148918.138745 + Penalty 2371.334312 = -146546.804433
  nChanged 58
		SP:Iteration 7Q (4935.920000 sec): 3 clusters
  Score: Raw -149000.140727 + Penalty 2371.334312 = -146628.806414
  nChanged 61
		SP:Iteration 8Q (4935.920000 sec): 3 clusters
  Score: Raw -149109.807027 + Penalty 2371.334312 = -146738.472715
  nChanged 69
		SP:Iteration 9Q (4935.930000 sec): 3 clusters
  Score: Raw -149231.009921 + Penalty 2371.334312 = -146859.675609
  nChanged 60
		SP:Iteration 10Q (4935.930000 sec): 3 clusters
  Score: Raw -149365.655679 + Penalty 2371.334312 = -146994.321366
  nChanged 53
		SP:Iteration 11Q (4935.930000 sec): 3 clusters
  Score: Raw -149476.725263 + Penalty 2371.334312 = -147105.390951
  nChanged 44
		SP:Iteration 12Q (4935.940000 sec): 3 clusters
  Score: Raw -149542.574367 + Penalty 2371.334312 = -147171.240054
  nChanged 28
		SP:Iteration 13Q (4935.940000 sec): 3 clusters
  Score: Raw -149577.124732 + Penalty 2371.334312 = -147205.790420
  nChanged 12
		SP:Iteration 14Q (4935.940000 sec): 3 clusters
  Score: Raw -149595.390855 + Penalty 2371.334312 = -147224.056542
  nChanged 10
		SP:Iteration 15Q (4935.950000 sec): 3 clusters
  Score: Raw -149604.468719 + Penalty 2371.334312 = -147233.134407
  nChanged 5
		SP:Iteration 16Q (4935.950000 sec): 3 clusters
  Score: Raw -149613.951087 + Penalty 2371.334312 = -147242.616775
  nChanged 6
		SP:Iteration 17Q (4935.950000 sec): 3 clusters
  Score: Raw -149620.043775 + Penalty 2371.334312 = -147248.709463
  nChanged 4
		SP:Iteration 18Q (4935.960000 sec): 3 clusters
  Score: Raw -149622.511281 + Penalty 2371.334312 = -147251.176968
  nChanged 3
		SP:Iteration 19Q (4935.960000 sec): 3 clusters
  Score: Raw -149624.603801 + Penalty 2371.334312 = -147253.269488
  nChanged 5
		SP:Iteration 20F (4935.960000 sec): 3 clusters
  Score: Raw -149627.722913 + Penalty 2371.334312 = -147256.388600
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 68 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4935.970000 sec): 2 clusters
  Score: Raw -204021.427180 + Penalty 1216.483550 = -202804.943630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4935.980000 sec): 3 clusters
  Score: Raw -203259.406149 + Penalty 2432.967101 = -200826.439048
  nChanged 610
		SP:Iteration 1F (4935.980000 sec): 3 clusters
  Score: Raw -203647.534221 + Penalty 2432.967101 = -201214.567120
  nChanged 148
		SP:Iteration 2F (4935.980000 sec): 3 clusters
  Score: Raw -203772.308070 + Penalty 2432.967101 = -201339.340969
  nChanged 108
		SP:Iteration 3F (4935.990000 sec): 3 clusters
  Score: Raw -203861.108413 + Penalty 2432.967101 = -201428.141312
  nChanged 60
		SP:Iteration 4Q (4935.990000 sec): 3 clusters
  Score: Raw -203905.393446 + Penalty 2432.967101 = -201472.426345
  nChanged 47
		SP:Iteration 5Q (4936.000000 sec): 3 clusters
  Score: Raw -203936.708029 + Penalty 2432.967101 = -201503.740928
  nChanged 26
		SP:Iteration 6Q (4936.000000 sec): 3 clusters
  Score: Raw -203953.867878 + Penalty 2432.967101 = -201520.900777
  nChanged 27
		SP:Iteration 7Q (4936.000000 sec): 3 clusters
  Score: Raw -203975.138966 + Penalty 2432.967101 = -201542.171865
  nChanged 27
		SP:Iteration 8Q (4936.010000 sec): 3 clusters
  Score: Raw -203996.018539 + Penalty 2432.967101 = -201563.051439
  nChanged 24
		SP:Iteration 9Q (4936.010000 sec): 3 clusters
  Score: Raw -204010.995693 + Penalty 2432.967101 = -201578.028592
  nChanged 19
		SP:Iteration 10Q (4936.020000 sec): 3 clusters
  Score: Raw -204020.876036 + Penalty 2432.967101 = -201587.908935
  nChanged 18
		SP:Iteration 11Q (4936.020000 sec): 3 clusters
  Score: Raw -204028.882895 + Penalty 2432.967101 = -201595.915795
  nChanged 16
		SP:Iteration 12Q (4936.030000 sec): 3 clusters
  Score: Raw -204037.999999 + Penalty 2432.967101 = -201605.032898
  nChanged 15
		SP:Iteration 13Q (4936.030000 sec): 3 clusters
  Score: Raw -204046.837354 + Penalty 2432.967101 = -201613.870253
  nChanged 13
		SP:Iteration 14Q (4936.040000 sec): 3 clusters
  Score: Raw -204055.538157 + Penalty 2432.967101 = -201622.571056
  nChanged 16
		SP:Iteration 15Q (4936.040000 sec): 3 clusters
  Score: Raw -204068.409552 + Penalty 2432.967101 = -201635.442452
  nChanged 21
		SP:Iteration 16Q (4936.040000 sec): 3 clusters
  Score: Raw -204080.736713 + Penalty 2432.967101 = -201647.769612
  nChanged 16
		SP:Iteration 17Q (4936.050000 sec): 3 clusters
  Score: Raw -204089.773168 + Penalty 2432.967101 = -201656.806067
  nChanged 12
		SP:Iteration 18Q (4936.050000 sec): 3 clusters
  Score: Raw -204094.481594 + Penalty 2432.967101 = -201661.514493
  nChanged 7
		SP:Iteration 19Q (4936.060000 sec): 3 clusters
  Score: Raw -204099.555280 + Penalty 2432.967101 = -201666.588179
  nChanged 7
		SP:Iteration 20F (4936.060000 sec): 3 clusters
  Score: Raw -204103.345684 + Penalty 2432.967101 = -201670.378583
  nChanged 8
		SP:Iteration 21Q (4936.070000 sec): 3 clusters
  Score: Raw -204107.789134 + Penalty 2432.967101 = -201674.822033
  nChanged 11
		SP:Iteration 22Q (4936.070000 sec): 3 clusters
  Score: Raw -204113.802527 + Penalty 2432.967101 = -201680.835426
  nChanged 8
		SP:Iteration 23Q (4936.080000 sec): 3 clusters
  Score: Raw -204117.793410 + Penalty 2432.967101 = -201684.826309
  nChanged 7
		SP:Iteration 24Q (4936.080000 sec): 3 clusters
  Score: Raw -204119.905058 + Penalty 2432.967101 = -201686.937957
  nChanged 2
		SP:Iteration 25Q (4936.080000 sec): 3 clusters
  Score: Raw -204120.630847 + Penalty 2432.967101 = -201687.663746
  nChanged 3
		SP:Iteration 26Q (4936.090000 sec): 3 clusters
  Score: Raw -204122.719513 + Penalty 2432.967101 = -201689.752413
  nChanged 4
		SP:Iteration 27Q (4936.090000 sec): 3 clusters
  Score: Raw -204125.156044 + Penalty 2432.967101 = -201692.188943
  nChanged 3
		SP:Iteration 28Q (4936.100000 sec): 3 clusters
  Score: Raw -204126.508612 + Penalty 2432.967101 = -201693.541511
  nChanged 4
		SP:Iteration 29Q (4936.100000 sec): 3 clusters
  Score: Raw -204129.325419 + Penalty 2432.967101 = -201696.358318
  nChanged 3
		SP:Iteration 30Q (4936.100000 sec): 3 clusters
  Score: Raw -204131.689065 + Penalty 2432.967101 = -201698.721965
  nChanged 1
		SP:Iteration 31Q (4936.110000 sec): 3 clusters
  Score: Raw -204132.275018 + Penalty 2432.967101 = -201699.307917
  nChanged 1
		SP:Iteration 32Q (4936.110000 sec): 3 clusters
  Score: Raw -204132.773891 + Penalty 2432.967101 = -201699.806790
  nChanged 0
		SP:Iteration 33F (4936.120000 sec): 3 clusters
  Score: Raw -204132.773891 + Penalty 2432.967101 = -201699.806790
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 69 (415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4936.120000 sec): 2 clusters
  Score: Raw -42380.123578 + Penalty 979.595260 = -41400.528319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4936.120000 sec): 3 clusters
  Score: Raw -42396.495814 + Penalty 1959.190519 = -40437.305295
  nChanged 87
		SP:Iteration 1F (4936.120000 sec): 3 clusters
  Score: Raw -42578.912823 + Penalty 1959.190519 = -40619.722304
  nChanged 31
		SP:Iteration 2F (4936.130000 sec): 3 clusters
  Score: Raw -42679.351210 + Penalty 1959.190519 = -40720.160691
  nChanged 16
		SP:Iteration 3Q (4936.130000 sec): 3 clusters
  Score: Raw -42727.306175 + Penalty 1959.190519 = -40768.115656
  nChanged 12
		SP:Iteration 4Q (4936.130000 sec): 3 clusters
  Score: Raw -42744.315732 + Penalty 1959.190519 = -40785.125213
  nChanged 5
		SP:Iteration 5Q (4936.130000 sec): 3 clusters
  Score: Raw -42752.407216 + Penalty 1959.190519 = -40793.216697
  nChanged 2
		SP:Iteration 6Q (4936.130000 sec): 3 clusters
  Score: Raw -42758.918066 + Penalty 1959.190519 = -40799.727547
  nChanged 6
		SP:Iteration 7Q (4936.130000 sec): 3 clusters
  Score: Raw -42782.378162 + Penalty 1959.190519 = -40823.187643
  nChanged 2
		SP:Iteration 8Q (4936.130000 sec): 3 clusters
  Score: Raw -42788.004379 + Penalty 1959.190519 = -40828.813860
  nChanged 2
		SP:Iteration 9Q (4936.130000 sec): 3 clusters
  Score: Raw -42791.753472 + Penalty 1959.190519 = -40832.562953
  nChanged 1
		SP:Iteration 10Q (4936.140000 sec): 3 clusters
  Score: Raw -42793.044657 + Penalty 1959.190519 = -40833.854138
  nChanged 2
		SP:Iteration 11Q (4936.140000 sec): 3 clusters
  Score: Raw -42795.554842 + Penalty 1959.190519 = -40836.364323
  nChanged 1
		SP:Iteration 12Q (4936.140000 sec): 3 clusters
  Score: Raw -42796.614534 + Penalty 1959.190519 = -40837.424015
  nChanged 0
		SP:Iteration 13F (4936.140000 sec): 3 clusters
  Score: Raw -42796.614534 + Penalty 1959.190519 = -40837.424015
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 70 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4936.160000 sec): 2 clusters
  Score: Raw -797744.739056 + Penalty 1441.505560 = -796303.233496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4936.180000 sec): 3 clusters
  Score: Raw -793878.699313 + Penalty 2883.011119 = -790995.688193
  nChanged 3014
		SP:Iteration 1F (4936.200000 sec): 3 clusters
  Score: Raw -795502.408059 + Penalty 2883.011119 = -792619.396940
  nChanged 484
		SP:Iteration 2F (4936.220000 sec): 3 clusters
  Score: Raw -795728.446803 + Penalty 2883.011119 = -792845.435684
  nChanged 377
		SP:Iteration 3F (4936.230000 sec): 3 clusters
  Score: Raw -795912.025272 + Penalty 2883.011119 = -793029.014153
  nChanged 328
		SP:Iteration 4Q (4936.250000 sec): 3 clusters
  Score: Raw -796051.288126 + Penalty 2883.011119 = -793168.277006
  nChanged 276
		SP:Iteration 5Q (4936.270000 sec): 3 clusters
  Score: Raw -796167.626371 + Penalty 2883.011119 = -793284.615251
  nChanged 267
		SP:Iteration 6Q (4936.290000 sec): 3 clusters
  Score: Raw -796275.134364 + Penalty 2883.011119 = -793392.123245
  nChanged 227
		SP:Iteration 7Q (4936.300000 sec): 3 clusters
  Score: Raw -796365.554591 + Penalty 2883.011119 = -793482.543472
  nChanged 230
		SP:Iteration 8Q (4936.320000 sec): 3 clusters
  Score: Raw -796463.617360 + Penalty 2883.011119 = -793580.606241
  nChanged 202
		SP:Iteration 9Q (4936.340000 sec): 3 clusters
  Score: Raw -796550.344687 + Penalty 2883.011119 = -793667.333568
  nChanged 215
		SP:Iteration 10Q (4936.360000 sec): 3 clusters
  Score: Raw -796654.288203 + Penalty 2883.011119 = -793771.277084
  nChanged 223
		SP:Iteration 11Q (4936.380000 sec): 3 clusters
  Score: Raw -796757.991832 + Penalty 2883.011119 = -793874.980712
  nChanged 233
		SP:Iteration 12Q (4936.400000 sec): 3 clusters
  Score: Raw -796888.976750 + Penalty 2883.011119 = -794005.965631
  nChanged 236
		SP:Iteration 13Q (4936.410000 sec): 3 clusters
  Score: Raw -797016.663134 + Penalty 2883.011119 = -794133.652015
  nChanged 210
		SP:Iteration 14Q (4936.430000 sec): 3 clusters
  Score: Raw -797148.696660 + Penalty 2883.011119 = -794265.685540
  nChanged 215
		SP:Iteration 15Q (4936.450000 sec): 3 clusters
  Score: Raw -797307.289091 + Penalty 2883.011119 = -794424.277971
  nChanged 184
		SP:Iteration 16Q (4936.470000 sec): 3 clusters
  Score: Raw -797440.729023 + Penalty 2883.011119 = -794557.717903
  nChanged 161
		SP:Iteration 17Q (4936.480000 sec): 3 clusters
  Score: Raw -797564.492103 + Penalty 2883.011119 = -794681.480984
  nChanged 123
		SP:Iteration 18Q (4936.500000 sec): 3 clusters
  Score: Raw -797656.470280 + Penalty 2883.011119 = -794773.459161
  nChanged 88
		SP:Iteration 19Q (4936.520000 sec): 3 clusters
  Score: Raw -797722.641535 + Penalty 2883.011119 = -794839.630416
  nChanged 71
		SP:Iteration 20F (4936.540000 sec): 3 clusters
  Score: Raw -797776.972164 + Penalty 2883.011119 = -794893.961044
  nChanged 50
		SP:Iteration 21Q (4936.550000 sec): 3 clusters
  Score: Raw -797805.351323 + Penalty 2883.011119 = -794922.340204
  nChanged 34
		SP:Iteration 22Q (4936.570000 sec): 3 clusters
  Score: Raw -797829.307161 + Penalty 2883.011119 = -794946.296041
  nChanged 29
		SP:Iteration 23Q (4936.580000 sec): 3 clusters
  Score: Raw -797848.164071 + Penalty 2883.011119 = -794965.152952
  nChanged 13
		SP:Iteration 24Q (4936.600000 sec): 3 clusters
  Score: Raw -797856.413835 + Penalty 2883.011119 = -794973.402715
  nChanged 12
		SP:Iteration 25Q (4936.620000 sec): 3 clusters
  Score: Raw -797863.494619 + Penalty 2883.011119 = -794980.483500
  nChanged 7
		SP:Iteration 26Q (4936.630000 sec): 3 clusters
  Score: Raw -797870.343959 + Penalty 2883.011119 = -794987.332840
  nChanged 10
		SP:Iteration 27Q (4936.640000 sec): 3 clusters
  Score: Raw -797880.309885 + Penalty 2883.011119 = -794997.298766
  nChanged 14
		SP:Iteration 28Q (4936.660000 sec): 3 clusters
  Score: Raw -797891.834297 + Penalty 2883.011119 = -795008.823177
  nChanged 9
		SP:Iteration 29Q (4936.680000 sec): 3 clusters
  Score: Raw -797899.906273 + Penalty 2883.011119 = -795016.895154
  nChanged 8
		SP:Iteration 30Q (4936.690000 sec): 3 clusters
  Score: Raw -797906.676748 + Penalty 2883.011119 = -795023.665628
  nChanged 5
		SP:Iteration 31Q (4936.710000 sec): 3 clusters
  Score: Raw -797910.348370 + Penalty 2883.011119 = -795027.337250
  nChanged 10
		SP:Iteration 32Q (4936.720000 sec): 3 clusters
  Score: Raw -797916.186087 + Penalty 2883.011119 = -795033.174968
  nChanged 6
		SP:Iteration 33Q (4936.740000 sec): 3 clusters
  Score: Raw -797920.439250 + Penalty 2883.011119 = -795037.428131
  nChanged 2
		SP:Iteration 34Q (4936.750000 sec): 3 clusters
  Score: Raw -797925.694567 + Penalty 2883.011119 = -795042.683448
  nChanged 9
		SP:Iteration 35Q (4936.760000 sec): 3 clusters
  Score: Raw -797936.768877 + Penalty 2883.011119 = -795053.757758
  nChanged 6
		SP:Iteration 36Q (4936.780000 sec): 3 clusters
  Score: Raw -797940.869761 + Penalty 2883.011119 = -795057.858642
  nChanged 3
		SP:Iteration 37Q (4936.800000 sec): 3 clusters
  Score: Raw -797944.175440 + Penalty 2883.011119 = -795061.164321
  nChanged 4
		SP:Iteration 38Q (4936.810000 sec): 3 clusters
  Score: Raw -797947.386018 + Penalty 2883.011119 = -795064.374898
  nChanged 0
		SP:Iteration 39F (4936.830000 sec): 3 clusters
  Score: Raw -797947.386018 + Penalty 2883.011119 = -795064.374898
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 71 (903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4936.840000 sec): 2 clusters
  Score: Raw -102237.101305 + Penalty 1105.929915 = -101131.171390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4936.840000 sec): 3 clusters
  Score: Raw -101992.893747 + Penalty 2211.859830 = -99781.033917
  nChanged 264
		SP:Iteration 1F (4936.840000 sec): 3 clusters
  Score: Raw -102235.782254 + Penalty 2211.859830 = -100023.922425
  nChanged 64
		SP:Iteration 2F (4936.840000 sec): 3 clusters
  Score: Raw -102307.977700 + Penalty 2211.859830 = -100096.117870
  nChanged 47
		SP:Iteration 3F (4936.850000 sec): 3 clusters
  Score: Raw -102364.723866 + Penalty 2211.859830 = -100152.864037
  nChanged 40
		SP:Iteration 4Q (4936.850000 sec): 3 clusters
  Score: Raw -102422.813926 + Penalty 2211.859830 = -100210.954096
  nChanged 45
		SP:Iteration 5Q (4936.850000 sec): 3 clusters
  Score: Raw -102484.674670 + Penalty 2211.859830 = -100272.814840
  nChanged 37
		SP:Iteration 6Q (4936.850000 sec): 3 clusters
  Score: Raw -102525.139830 + Penalty 2211.859830 = -100313.280000
  nChanged 28
		SP:Iteration 7Q (4936.860000 sec): 3 clusters
  Score: Raw -102565.474271 + Penalty 2211.859830 = -100353.614441
  nChanged 24
		SP:Iteration 8Q (4936.860000 sec): 3 clusters
  Score: Raw -102605.513873 + Penalty 2211.859830 = -100393.654043
  nChanged 20
		SP:Iteration 9Q (4936.860000 sec): 3 clusters
  Score: Raw -102636.887818 + Penalty 2211.859830 = -100425.027988
  nChanged 11
		SP:Iteration 10Q (4936.860000 sec): 3 clusters
  Score: Raw -102650.367684 + Penalty 2211.859830 = -100438.507855
  nChanged 10
		SP:Iteration 11Q (4936.860000 sec): 3 clusters
  Score: Raw -102669.155648 + Penalty 2211.859830 = -100457.295818
  nChanged 9
		SP:Iteration 12Q (4936.870000 sec): 3 clusters
  Score: Raw -102681.136093 + Penalty 2211.859830 = -100469.276263
  nChanged 4
		SP:Iteration 13Q (4936.870000 sec): 3 clusters
  Score: Raw -102687.483714 + Penalty 2211.859830 = -100475.623884
  nChanged 0
		SP:Iteration 14F (4936.870000 sec): 3 clusters
  Score: Raw -102689.353804 + Penalty 2211.859830 = -100477.493974
  nChanged 2
		SP:Iteration 15Q (4936.870000 sec): 3 clusters
  Score: Raw -102710.604828 + Penalty 2211.859830 = -100498.744998
  nChanged 8
		SP:Iteration 16Q (4936.880000 sec): 3 clusters
  Score: Raw -102723.009529 + Penalty 2211.859830 = -100511.149699
  nChanged 4
		SP:Iteration 17Q (4936.880000 sec): 3 clusters
  Score: Raw -102727.141292 + Penalty 2211.859830 = -100515.281463
  nChanged 2
		SP:Iteration 18Q (4936.880000 sec): 3 clusters
  Score: Raw -102728.363150 + Penalty 2211.859830 = -100516.503320
  nChanged 2
		SP:Iteration 19Q (4936.880000 sec): 3 clusters
  Score: Raw -102730.003011 + Penalty 2211.859830 = -100518.143181
  nChanged 1
		SP:Iteration 20F (4936.880000 sec): 3 clusters
  Score: Raw -102731.752922 + Penalty 2211.859830 = -100519.893092
  nChanged 2
		SP:Iteration 21Q (4936.880000 sec): 3 clusters
  Score: Raw -102733.256403 + Penalty 2211.859830 = -100521.396573
  nChanged 0
		SP:Iteration 22F (4936.890000 sec): 3 clusters
  Score: Raw -102733.256403 + Penalty 2211.859830 = -100521.396573
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 72 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4936.900000 sec): 2 clusters
  Score: Raw -339817.324093 + Penalty 1309.837758 = -338507.486335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4936.910000 sec): 3 clusters
  Score: Raw -338321.837021 + Penalty 2619.675515 = -335702.161505
  nChanged 1169
		SP:Iteration 1F (4936.920000 sec): 3 clusters
  Score: Raw -339000.272119 + Penalty 2619.675515 = -336380.596604
  nChanged 237
		SP:Iteration 2F (4936.920000 sec): 3 clusters
  Score: Raw -339147.446265 + Penalty 2619.675515 = -336527.770750
  nChanged 170
		SP:Iteration 3F (4936.930000 sec): 3 clusters
  Score: Raw -339235.188582 + Penalty 2619.675515 = -336615.513067
  nChanged 116
		SP:Iteration 4Q (4936.940000 sec): 3 clusters
  Score: Raw -339295.373177 + Penalty 2619.675515 = -336675.697661
  nChanged 96
		SP:Iteration 5Q (4936.950000 sec): 3 clusters
  Score: Raw -339343.604529 + Penalty 2619.675515 = -336723.929014
  nChanged 78
		SP:Iteration 6Q (4936.960000 sec): 3 clusters
  Score: Raw -339379.080010 + Penalty 2619.675515 = -336759.404495
  nChanged 63
		SP:Iteration 7Q (4936.960000 sec): 3 clusters
  Score: Raw -339407.612142 + Penalty 2619.675515 = -336787.936626
  nChanged 57
		SP:Iteration 8Q (4936.970000 sec): 3 clusters
  Score: Raw -339442.671186 + Penalty 2619.675515 = -336822.995671
  nChanged 67
		SP:Iteration 9Q (4936.980000 sec): 3 clusters
  Score: Raw -339465.740322 + Penalty 2619.675515 = -336846.064807
  nChanged 48
		SP:Iteration 10Q (4936.980000 sec): 3 clusters
  Score: Raw -339494.013345 + Penalty 2619.675515 = -336874.337830
  nChanged 51
		SP:Iteration 11Q (4936.990000 sec): 3 clusters
  Score: Raw -339524.862247 + Penalty 2619.675515 = -336905.186732
  nChanged 56
		SP:Iteration 12Q (4937.000000 sec): 3 clusters
  Score: Raw -339557.052802 + Penalty 2619.675515 = -336937.377287
  nChanged 52
		SP:Iteration 13Q (4937.010000 sec): 3 clusters
  Score: Raw -339598.931307 + Penalty 2619.675515 = -336979.255791
  nChanged 61
		SP:Iteration 14Q (4937.020000 sec): 3 clusters
  Score: Raw -339630.407923 + Penalty 2619.675515 = -337010.732408
  nChanged 55
		SP:Iteration 15Q (4937.020000 sec): 3 clusters
  Score: Raw -339658.526012 + Penalty 2619.675515 = -337038.850497
  nChanged 64
		SP:Iteration 16Q (4937.030000 sec): 3 clusters
  Score: Raw -339688.876112 + Penalty 2619.675515 = -337069.200596
  nChanged 53
		SP:Iteration 17Q (4937.040000 sec): 3 clusters
  Score: Raw -339722.633029 + Penalty 2619.675515 = -337102.957513
  nChanged 64
		SP:Iteration 18Q (4937.040000 sec): 3 clusters
  Score: Raw -339758.033439 + Penalty 2619.675515 = -337138.357924
  nChanged 53
		SP:Iteration 19Q (4937.050000 sec): 3 clusters
  Score: Raw -339784.260077 + Penalty 2619.675515 = -337164.584561
  nChanged 42
		SP:Iteration 20F (4937.060000 sec): 3 clusters
  Score: Raw -339804.849589 + Penalty 2619.675515 = -337185.174074
  nChanged 37
		SP:Iteration 21Q (4937.070000 sec): 3 clusters
  Score: Raw -339823.880751 + Penalty 2619.675515 = -337204.205236
  nChanged 33
		SP:Iteration 22Q (4937.070000 sec): 3 clusters
  Score: Raw -339837.330860 + Penalty 2619.675515 = -337217.655345
  nChanged 28
		SP:Iteration 23Q (4937.080000 sec): 3 clusters
  Score: Raw -339848.175869 + Penalty 2619.675515 = -337228.500353
  nChanged 21
		SP:Iteration 24Q (4937.090000 sec): 3 clusters
  Score: Raw -339855.830600 + Penalty 2619.675515 = -337236.155085
  nChanged 26
		SP:Iteration 25Q (4937.100000 sec): 3 clusters
  Score: Raw -339866.094314 + Penalty 2619.675515 = -337246.418799
  nChanged 19
		SP:Iteration 26Q (4937.100000 sec): 3 clusters
  Score: Raw -339871.967137 + Penalty 2619.675515 = -337252.291622
  nChanged 19
		SP:Iteration 27Q (4937.110000 sec): 3 clusters
  Score: Raw -339878.520275 + Penalty 2619.675515 = -337258.844759
  nChanged 21
		SP:Iteration 28Q (4937.120000 sec): 3 clusters
  Score: Raw -339888.007851 + Penalty 2619.675515 = -337268.332335
  nChanged 25
		SP:Iteration 29Q (4937.130000 sec): 3 clusters
  Score: Raw -339898.445619 + Penalty 2619.675515 = -337278.770104
  nChanged 25
		SP:Iteration 30Q (4937.140000 sec): 3 clusters
  Score: Raw -339908.137888 + Penalty 2619.675515 = -337288.462373
  nChanged 20
		SP:Iteration 31Q (4937.140000 sec): 3 clusters
  Score: Raw -339916.943019 + Penalty 2619.675515 = -337297.267503
  nChanged 30
		SP:Iteration 32Q (4937.150000 sec): 3 clusters
  Score: Raw -339931.128530 + Penalty 2619.675515 = -337311.453015
  nChanged 35
		SP:Iteration 33Q (4937.160000 sec): 3 clusters
  Score: Raw -339951.119704 + Penalty 2619.675515 = -337331.444189
  nChanged 31
		SP:Iteration 34Q (4937.160000 sec): 3 clusters
  Score: Raw -339967.122750 + Penalty 2619.675515 = -337347.447235
  nChanged 31
		SP:Iteration 35Q (4937.170000 sec): 3 clusters
  Score: Raw -339984.377519 + Penalty 2619.675515 = -337364.702004
  nChanged 39
		SP:Iteration 36Q (4937.180000 sec): 3 clusters
  Score: Raw -340005.426479 + Penalty 2619.675515 = -337385.750963
  nChanged 34
		SP:Iteration 37Q (4937.190000 sec): 3 clusters
  Score: Raw -340021.308295 + Penalty 2619.675515 = -337401.632780
  nChanged 34
		SP:Iteration 38Q (4937.200000 sec): 3 clusters
  Score: Raw -340042.582919 + Penalty 2619.675515 = -337422.907404
  nChanged 48
		SP:Iteration 39Q (4937.200000 sec): 3 clusters
  Score: Raw -340073.560733 + Penalty 2619.675515 = -337453.885218
  nChanged 44
		SP:Iteration 40F (4937.210000 sec): 3 clusters
  Score: Raw -340107.567368 + Penalty 2619.675515 = -337487.891853
  nChanged 49
		SP:Iteration 41Q (4937.220000 sec): 3 clusters
  Score: Raw -340146.300796 + Penalty 2619.675515 = -337526.625281
  nChanged 40
		SP:Iteration 42Q (4937.220000 sec): 3 clusters
  Score: Raw -340172.979162 + Penalty 2619.675515 = -337553.303647
  nChanged 38
		SP:Iteration 43Q (4937.230000 sec): 3 clusters
  Score: Raw -340197.222291 + Penalty 2619.675515 = -337577.546776
  nChanged 33
		SP:Iteration 44Q (4937.240000 sec): 3 clusters
  Score: Raw -340216.304862 + Penalty 2619.675515 = -337596.629347
  nChanged 28
		SP:Iteration 45Q (4937.240000 sec): 3 clusters
  Score: Raw -340231.096975 + Penalty 2619.675515 = -337611.421460
  nChanged 26
		SP:Iteration 46Q (4937.250000 sec): 3 clusters
  Score: Raw -340245.310981 + Penalty 2619.675515 = -337625.635466
  nChanged 15
		SP:Iteration 47Q (4937.260000 sec): 3 clusters
  Score: Raw -340251.994539 + Penalty 2619.675515 = -337632.319024
  nChanged 13
		SP:Iteration 48Q (4937.270000 sec): 3 clusters
  Score: Raw -340257.855490 + Penalty 2619.675515 = -337638.179975
  nChanged 12
		SP:Iteration 49Q (4937.270000 sec): 3 clusters
  Score: Raw -340261.691322 + Penalty 2619.675515 = -337642.015807
  nChanged 9
		SP:Iteration 50Q (4937.280000 sec): 3 clusters
  Score: Raw -340264.983556 + Penalty 2619.675515 = -337645.308040
  nChanged 8
		SP:Iteration 51Q (4937.290000 sec): 3 clusters
  Score: Raw -340268.030426 + Penalty 2619.675515 = -337648.354911
  nChanged 2
		SP:Iteration 52Q (4937.290000 sec): 3 clusters
  Score: Raw -340268.514860 + Penalty 2619.675515 = -337648.839345
  nChanged 0
		SP:Iteration 53F (4937.300000 sec): 3 clusters
  Score: Raw -340268.514860 + Penalty 2619.675515 = -337648.839345
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 73 (1054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.310000 sec): 2 clusters
  Score: Raw -107246.928070 + Penalty 1131.056506 = -106115.871564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.310000 sec): 3 clusters
  Score: Raw -106915.676603 + Penalty 2262.113012 = -104653.563591
  nChanged 360
		SP:Iteration 1F (4937.320000 sec): 3 clusters
  Score: Raw -107270.167214 + Penalty 2262.113012 = -105008.054202
  nChanged 90
		SP:Iteration 2F (4937.320000 sec): 3 clusters
  Score: Raw -107420.037309 + Penalty 2262.113012 = -105157.924297
  nChanged 62
		SP:Iteration 3F (4937.320000 sec): 3 clusters
  Score: Raw -107526.522918 + Penalty 2262.113012 = -105264.409906
  nChanged 54
		SP:Iteration 4F (4937.320000 sec): 3 clusters
  Score: Raw -107609.779482 + Penalty 2262.113012 = -105347.666470
  nChanged 40
		SP:Iteration 5Q (4937.320000 sec): 3 clusters
  Score: Raw -107686.969151 + Penalty 2262.113012 = -105424.856139
  nChanged 36
		SP:Iteration 6Q (4937.330000 sec): 3 clusters
  Score: Raw -107763.511742 + Penalty 2262.113012 = -105501.398730
  nChanged 36
		SP:Iteration 7Q (4937.330000 sec): 3 clusters
  Score: Raw -107830.435334 + Penalty 2262.113012 = -105568.322322
  nChanged 27
		SP:Iteration 8Q (4937.330000 sec): 3 clusters
  Score: Raw -107882.843122 + Penalty 2262.113012 = -105620.730110
  nChanged 15
		SP:Iteration 9Q (4937.330000 sec): 3 clusters
  Score: Raw -107905.474592 + Penalty 2262.113012 = -105643.361580
  nChanged 13
		SP:Iteration 10Q (4937.340000 sec): 3 clusters
  Score: Raw -107921.002857 + Penalty 2262.113012 = -105658.889845
  nChanged 6
		SP:Iteration 11Q (4937.340000 sec): 3 clusters
  Score: Raw -107926.340200 + Penalty 2262.113012 = -105664.227188
  nChanged 6
		SP:Iteration 12Q (4937.340000 sec): 3 clusters
  Score: Raw -107930.979340 + Penalty 2262.113012 = -105668.866328
  nChanged 5
		SP:Iteration 13Q (4937.340000 sec): 3 clusters
  Score: Raw -107937.443548 + Penalty 2262.113012 = -105675.330536
  nChanged 3
		SP:Iteration 14Q (4937.340000 sec): 3 clusters
  Score: Raw -107939.772324 + Penalty 2262.113012 = -105677.659312
  nChanged 1
		SP:Iteration 15Q (4937.350000 sec): 3 clusters
  Score: Raw -107941.157858 + Penalty 2262.113012 = -105679.044847
  nChanged 1
		SP:Iteration 16Q (4937.350000 sec): 3 clusters
  Score: Raw -107941.744587 + Penalty 2262.113012 = -105679.631575
  nChanged 1
		SP:Iteration 17Q (4937.350000 sec): 3 clusters
  Score: Raw -107942.225373 + Penalty 2262.113012 = -105680.112361
  nChanged 0
		SP:Iteration 18F (4937.360000 sec): 3 clusters
  Score: Raw -107942.225373 + Penalty 2262.113012 = -105680.112361
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 74 (1045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.360000 sec): 2 clusters
  Score: Raw -106437.711108 + Penalty 1129.662977 = -105308.048131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.360000 sec): 3 clusters
  Score: Raw -106115.144634 + Penalty 2259.325953 = -103855.818680
  nChanged 347
		SP:Iteration 1F (4937.360000 sec): 3 clusters
  Score: Raw -106476.438629 + Penalty 2259.325953 = -104217.112675
  nChanged 85
		SP:Iteration 2F (4937.370000 sec): 3 clusters
  Score: Raw -106588.719558 + Penalty 2259.325953 = -104329.393605
  nChanged 55
		SP:Iteration 3F (4937.370000 sec): 3 clusters
  Score: Raw -106658.140549 + Penalty 2259.325953 = -104398.814596
  nChanged 34
		SP:Iteration 4Q (4937.370000 sec): 3 clusters
  Score: Raw -106701.227611 + Penalty 2259.325953 = -104441.901658
  nChanged 25
		SP:Iteration 5Q (4937.380000 sec): 3 clusters
  Score: Raw -106738.237305 + Penalty 2259.325953 = -104478.911352
  nChanged 25
		SP:Iteration 6Q (4937.380000 sec): 3 clusters
  Score: Raw -106776.741407 + Penalty 2259.325953 = -104517.415454
  nChanged 23
		SP:Iteration 7Q (4937.380000 sec): 3 clusters
  Score: Raw -106805.257157 + Penalty 2259.325953 = -104545.931204
  nChanged 21
		SP:Iteration 8Q (4937.380000 sec): 3 clusters
  Score: Raw -106834.787076 + Penalty 2259.325953 = -104575.461122
  nChanged 16
		SP:Iteration 9Q (4937.380000 sec): 3 clusters
  Score: Raw -106851.617017 + Penalty 2259.325953 = -104592.291064
  nChanged 12
		SP:Iteration 10Q (4937.390000 sec): 3 clusters
  Score: Raw -106864.166219 + Penalty 2259.325953 = -104604.840266
  nChanged 13
		SP:Iteration 11Q (4937.390000 sec): 3 clusters
  Score: Raw -106883.810816 + Penalty 2259.325953 = -104624.484862
  nChanged 9
		SP:Iteration 12Q (4937.390000 sec): 3 clusters
  Score: Raw -106895.990547 + Penalty 2259.325953 = -104636.664593
  nChanged 14
		SP:Iteration 13Q (4937.400000 sec): 3 clusters
  Score: Raw -106914.392236 + Penalty 2259.325953 = -104655.066283
  nChanged 6
		SP:Iteration 14Q (4937.400000 sec): 3 clusters
  Score: Raw -106921.135374 + Penalty 2259.325953 = -104661.809420
  nChanged 4
		SP:Iteration 15Q (4937.400000 sec): 3 clusters
  Score: Raw -106924.476664 + Penalty 2259.325953 = -104665.150710
  nChanged 1
		SP:Iteration 16Q (4937.400000 sec): 3 clusters
  Score: Raw -106926.121188 + Penalty 2259.325953 = -104666.795234
  nChanged 3
		SP:Iteration 17Q (4937.400000 sec): 3 clusters
  Score: Raw -106929.804674 + Penalty 2259.325953 = -104670.478721
  nChanged 4
		SP:Iteration 18Q (4937.410000 sec): 3 clusters
  Score: Raw -106934.736454 + Penalty 2259.325953 = -104675.410500
  nChanged 3
		SP:Iteration 19Q (4937.410000 sec): 3 clusters
  Score: Raw -106939.172197 + Penalty 2259.325953 = -104679.846244
  nChanged 1
		SP:Iteration 20F (4937.410000 sec): 3 clusters
  Score: Raw -106939.764274 + Penalty 2259.325953 = -104680.438321
  nChanged 2
		SP:Iteration 21Q (4937.410000 sec): 3 clusters
  Score: Raw -106940.896566 + Penalty 2259.325953 = -104681.570612
  nChanged 1
		SP:Iteration 22Q (4937.420000 sec): 3 clusters
  Score: Raw -106941.816553 + Penalty 2259.325953 = -104682.490599
  nChanged 0
		SP:Iteration 23F (4937.420000 sec): 3 clusters
  Score: Raw -106941.816553 + Penalty 2259.325953 = -104682.490599
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 75 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.420000 sec): 2 clusters
  Score: Raw -63170.708022 + Penalty 1033.430754 = -62137.277268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.420000 sec): 3 clusters
  Score: Raw -63086.433960 + Penalty 2066.861507 = -61019.572453
  nChanged 148
		SP:Iteration 1F (4937.430000 sec): 3 clusters
  Score: Raw -63268.292515 + Penalty 2066.861507 = -61201.431008
  nChanged 34
		SP:Iteration 2F (4937.430000 sec): 3 clusters
  Score: Raw -63328.491647 + Penalty 2066.861507 = -61261.630140
  nChanged 27
		SP:Iteration 3Q (4937.430000 sec): 3 clusters
  Score: Raw -63407.910156 + Penalty 2066.861507 = -61341.048648
  nChanged 23
		SP:Iteration 4Q (4937.430000 sec): 3 clusters
  Score: Raw -63456.290219 + Penalty 2066.861507 = -61389.428712
  nChanged 14
		SP:Iteration 5Q (4937.430000 sec): 3 clusters
  Score: Raw -63484.234077 + Penalty 2066.861507 = -61417.372569
  nChanged 13
		SP:Iteration 6Q (4937.430000 sec): 3 clusters
  Score: Raw -63501.568312 + Penalty 2066.861507 = -61434.706805
  nChanged 4
		SP:Iteration 7Q (4937.440000 sec): 3 clusters
  Score: Raw -63506.534222 + Penalty 2066.861507 = -61439.672715
  nChanged 3
		SP:Iteration 8Q (4937.440000 sec): 3 clusters
  Score: Raw -63512.813877 + Penalty 2066.861507 = -61445.952369
  nChanged 4
		SP:Iteration 9Q (4937.440000 sec): 3 clusters
  Score: Raw -63521.905041 + Penalty 2066.861507 = -61455.043534
  nChanged 7
		SP:Iteration 10Q (4937.440000 sec): 3 clusters
  Score: Raw -63532.415531 + Penalty 2066.861507 = -61465.554024
  nChanged 2
		SP:Iteration 11Q (4937.440000 sec): 3 clusters
  Score: Raw -63540.896577 + Penalty 2066.861507 = -61474.035069
  nChanged 1
		SP:Iteration 12Q (4937.440000 sec): 3 clusters
  Score: Raw -63541.233001 + Penalty 2066.861507 = -61474.371494
  nChanged 0
		SP:Iteration 13F (4937.440000 sec): 3 clusters
  Score: Raw -63541.233001 + Penalty 2066.861507 = -61474.371494
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 76 (649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.450000 sec): 2 clusters
  Score: Raw -72011.688660 + Penalty 1052.257816 = -70959.430843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.450000 sec): 3 clusters
  Score: Raw -71879.438673 + Penalty 2104.515633 = -69774.923040
  nChanged 151
		SP:Iteration 1F (4937.450000 sec): 3 clusters
  Score: Raw -72040.926127 + Penalty 2104.515633 = -69936.410494
  nChanged 43
		SP:Iteration 2F (4937.450000 sec): 3 clusters
  Score: Raw -72126.303645 + Penalty 2104.515633 = -70021.788012
  nChanged 28
		SP:Iteration 3Q (4937.460000 sec): 3 clusters
  Score: Raw -72177.643899 + Penalty 2104.515633 = -70073.128266
  nChanged 18
		SP:Iteration 4Q (4937.460000 sec): 3 clusters
  Score: Raw -72212.375505 + Penalty 2104.515633 = -70107.859872
  nChanged 12
		SP:Iteration 5Q (4937.460000 sec): 3 clusters
  Score: Raw -72230.850133 + Penalty 2104.515633 = -70126.334500
  nChanged 13
		SP:Iteration 6Q (4937.460000 sec): 3 clusters
  Score: Raw -72245.172465 + Penalty 2104.515633 = -70140.656832
  nChanged 4
		SP:Iteration 7Q (4937.460000 sec): 3 clusters
  Score: Raw -72249.447225 + Penalty 2104.515633 = -70144.931592
  nChanged 5
		SP:Iteration 8Q (4937.460000 sec): 3 clusters
  Score: Raw -72254.845785 + Penalty 2104.515633 = -70150.330152
  nChanged 4
		SP:Iteration 9Q (4937.460000 sec): 3 clusters
  Score: Raw -72258.866588 + Penalty 2104.515633 = -70154.350955
  nChanged 4
		SP:Iteration 10Q (4937.460000 sec): 3 clusters
  Score: Raw -72265.355614 + Penalty 2104.515633 = -70160.839981
  nChanged 5
		SP:Iteration 11Q (4937.470000 sec): 3 clusters
  Score: Raw -72274.223073 + Penalty 2104.515633 = -70169.707440
  nChanged 3
		SP:Iteration 12Q (4937.470000 sec): 3 clusters
  Score: Raw -72282.260899 + Penalty 2104.515633 = -70177.745266
  nChanged 5
		SP:Iteration 13Q (4937.470000 sec): 3 clusters
  Score: Raw -72289.271311 + Penalty 2104.515633 = -70184.755678
  nChanged 3
		SP:Iteration 14Q (4937.470000 sec): 3 clusters
  Score: Raw -72293.784983 + Penalty 2104.515633 = -70189.269350
  nChanged 7
		SP:Iteration 15Q (4937.470000 sec): 3 clusters
  Score: Raw -72303.490272 + Penalty 2104.515633 = -70198.974639
  nChanged 4
		SP:Iteration 16Q (4937.480000 sec): 3 clusters
  Score: Raw -72310.090332 + Penalty 2104.515633 = -70205.574699
  nChanged 3
		SP:Iteration 17Q (4937.480000 sec): 3 clusters
  Score: Raw -72313.983631 + Penalty 2104.515633 = -70209.467998
  nChanged 2
		SP:Iteration 18Q (4937.480000 sec): 3 clusters
  Score: Raw -72316.719742 + Penalty 2104.515633 = -70212.204109
  nChanged 4
		SP:Iteration 19Q (4937.480000 sec): 3 clusters
  Score: Raw -72324.518891 + Penalty 2104.515633 = -70220.003258
  nChanged 5
		SP:Iteration 20F (4937.480000 sec): 3 clusters
  Score: Raw -72331.555878 + Penalty 2104.515633 = -70227.040245
  nChanged 1
		SP:Iteration 21Q (4937.480000 sec): 3 clusters
  Score: Raw -72335.410462 + Penalty 2104.515633 = -70230.894829
  nChanged 1
		SP:Iteration 22Q (4937.480000 sec): 3 clusters
  Score: Raw -72338.451019 + Penalty 2104.515633 = -70233.935386
  nChanged 2
		SP:Iteration 23Q (4937.480000 sec): 3 clusters
  Score: Raw -72339.623904 + Penalty 2104.515633 = -70235.108271
  nChanged 2
		SP:Iteration 24Q (4937.490000 sec): 3 clusters
  Score: Raw -72349.237618 + Penalty 2104.515633 = -70244.721985
  nChanged 3
		SP:Iteration 25Q (4937.490000 sec): 3 clusters
  Score: Raw -72353.906032 + Penalty 2104.515633 = -70249.390399
  nChanged 2
		SP:Iteration 26Q (4937.490000 sec): 3 clusters
  Score: Raw -72355.845568 + Penalty 2104.515633 = -70251.329935
  nChanged 1
		SP:Iteration 27Q (4937.490000 sec): 3 clusters
  Score: Raw -72356.628212 + Penalty 2104.515633 = -70252.112579
  nChanged 0
		SP:Iteration 28F (4937.490000 sec): 3 clusters
  Score: Raw -72356.628212 + Penalty 2104.515633 = -70252.112579
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 77 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.500000 sec): 2 clusters
  Score: Raw -274295.390241 + Penalty 1279.088071 = -273016.302170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.510000 sec): 3 clusters
  Score: Raw -273093.718916 + Penalty 2558.176141 = -270535.542775
  nChanged 1006
		SP:Iteration 1F (4937.520000 sec): 3 clusters
  Score: Raw -273774.612931 + Penalty 2558.176141 = -271216.436790
  nChanged 239
		SP:Iteration 2F (4937.520000 sec): 3 clusters
  Score: Raw -274009.185093 + Penalty 2558.176141 = -271451.008952
  nChanged 163
		SP:Iteration 3F (4937.530000 sec): 3 clusters
  Score: Raw -274172.188420 + Penalty 2558.176141 = -271614.012279
  nChanged 130
		SP:Iteration 4Q (4937.540000 sec): 3 clusters
  Score: Raw -274289.374765 + Penalty 2558.176141 = -271731.198624
  nChanged 113
		SP:Iteration 5Q (4937.540000 sec): 3 clusters
  Score: Raw -274397.156766 + Penalty 2558.176141 = -271838.980625
  nChanged 110
		SP:Iteration 6Q (4937.550000 sec): 3 clusters
  Score: Raw -274498.227284 + Penalty 2558.176141 = -271940.051143
  nChanged 98
		SP:Iteration 7Q (4937.560000 sec): 3 clusters
  Score: Raw -274592.634582 + Penalty 2558.176141 = -272034.458440
  nChanged 96
		SP:Iteration 8Q (4937.560000 sec): 3 clusters
  Score: Raw -274689.034713 + Penalty 2558.176141 = -272130.858572
  nChanged 85
		SP:Iteration 9Q (4937.570000 sec): 3 clusters
  Score: Raw -274776.186357 + Penalty 2558.176141 = -272218.010216
  nChanged 77
		SP:Iteration 10Q (4937.570000 sec): 3 clusters
  Score: Raw -274839.818743 + Penalty 2558.176141 = -272281.642601
  nChanged 67
		SP:Iteration 11Q (4937.580000 sec): 3 clusters
  Score: Raw -274891.917506 + Penalty 2558.176141 = -272333.741364
  nChanged 60
		SP:Iteration 12Q (4937.580000 sec): 3 clusters
  Score: Raw -274933.660495 + Penalty 2558.176141 = -272375.484354
  nChanged 47
		SP:Iteration 13Q (4937.590000 sec): 3 clusters
  Score: Raw -274963.236850 + Penalty 2558.176141 = -272405.060709
  nChanged 24
		SP:Iteration 14Q (4937.600000 sec): 3 clusters
  Score: Raw -274979.902450 + Penalty 2558.176141 = -272421.726309
  nChanged 25
		SP:Iteration 15Q (4937.600000 sec): 3 clusters
  Score: Raw -274996.299190 + Penalty 2558.176141 = -272438.123049
  nChanged 23
		SP:Iteration 16Q (4937.610000 sec): 3 clusters
  Score: Raw -275014.824492 + Penalty 2558.176141 = -272456.648351
  nChanged 28
		SP:Iteration 17Q (4937.620000 sec): 3 clusters
  Score: Raw -275031.163494 + Penalty 2558.176141 = -272472.987352
  nChanged 19
		SP:Iteration 18Q (4937.620000 sec): 3 clusters
  Score: Raw -275041.750596 + Penalty 2558.176141 = -272483.574455
  nChanged 15
		SP:Iteration 19Q (4937.630000 sec): 3 clusters
  Score: Raw -275049.317583 + Penalty 2558.176141 = -272491.141442
  nChanged 9
		SP:Iteration 20F (4937.630000 sec): 3 clusters
  Score: Raw -275054.100726 + Penalty 2558.176141 = -272495.924585
  nChanged 12
		SP:Iteration 21Q (4937.640000 sec): 3 clusters
  Score: Raw -275059.445123 + Penalty 2558.176141 = -272501.268981
  nChanged 11
		SP:Iteration 22Q (4937.640000 sec): 3 clusters
  Score: Raw -275063.683237 + Penalty 2558.176141 = -272505.507096
  nChanged 7
		SP:Iteration 23Q (4937.650000 sec): 3 clusters
  Score: Raw -275066.112512 + Penalty 2558.176141 = -272507.936371
  nChanged 3
		SP:Iteration 24Q (4937.660000 sec): 3 clusters
  Score: Raw -275067.300876 + Penalty 2558.176141 = -272509.124735
  nChanged 2
		SP:Iteration 25Q (4937.660000 sec): 3 clusters
  Score: Raw -275068.275025 + Penalty 2558.176141 = -272510.098884
  nChanged 4
		SP:Iteration 26Q (4937.670000 sec): 3 clusters
  Score: Raw -275069.738417 + Penalty 2558.176141 = -272511.562275
  nChanged 3
		SP:Iteration 27Q (4937.670000 sec): 3 clusters
  Score: Raw -275071.002363 + Penalty 2558.176141 = -272512.826222
  nChanged 2
		SP:Iteration 28Q (4937.680000 sec): 3 clusters
  Score: Raw -275071.992746 + Penalty 2558.176141 = -272513.816605
  nChanged 3
		SP:Iteration 29Q (4937.680000 sec): 3 clusters
  Score: Raw -275073.334191 + Penalty 2558.176141 = -272515.158050
  nChanged 0
		SP:Iteration 30F (4937.690000 sec): 3 clusters
  Score: Raw -275073.334191 + Penalty 2558.176141 = -272515.158050
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 78 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.700000 sec): 2 clusters
  Score: Raw -14191.135294 + Penalty 793.455312 = -13397.679982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.700000 sec): 3 clusters
  Score: Raw -14387.530370 + Penalty 1586.910625 = -12800.619745
  nChanged 11
		SP:Iteration 1F (4937.700000 sec): 3 clusters
  Score: Raw -14426.004450 + Penalty 1586.910625 = -12839.093825
  nChanged 4
		SP:Iteration 2Q (4937.700000 sec): 3 clusters
  Score: Raw -14446.424325 + Penalty 1586.910625 = -12859.513700
  nChanged 3
		SP:Iteration 3Q (4937.700000 sec): 3 clusters
  Score: Raw -14456.513399 + Penalty 1586.910625 = -12869.602774
  nChanged 0
		SP:Iteration 4F (4937.700000 sec): 3 clusters
  Score: Raw -14456.513399 + Penalty 1586.910625 = -12869.602774
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 79 (7732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4937.720000 sec): 2 clusters
  Score: Raw -822624.814249 + Penalty 1454.882462 = -821169.931788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4937.740000 sec): 3 clusters
  Score: Raw -818289.900747 + Penalty 2909.764923 = -815380.135824
  nChanged 3309
		SP:Iteration 1F (4937.760000 sec): 3 clusters
  Score: Raw -820353.328081 + Penalty 2909.764923 = -817443.563158
  nChanged 636
		SP:Iteration 2F (4937.780000 sec): 3 clusters
  Score: Raw -820828.971861 + Penalty 2909.764923 = -817919.206938
  nChanged 541
		SP:Iteration 3F (4937.800000 sec): 3 clusters
  Score: Raw -821185.403793 + Penalty 2909.764923 = -818275.638870
  nChanged 482
		SP:Iteration 4F (4937.820000 sec): 3 clusters
  Score: Raw -821482.007105 + Penalty 2909.764923 = -818572.242182
  nChanged 410
		SP:Iteration 5F (4937.840000 sec): 3 clusters
  Score: Raw -821704.309260 + Penalty 2909.764923 = -818794.544337
  nChanged 336
		SP:Iteration 6Q (4937.860000 sec): 3 clusters
  Score: Raw -821901.619106 + Penalty 2909.764923 = -818991.854182
  nChanged 307
		SP:Iteration 7Q (4937.880000 sec): 3 clusters
  Score: Raw -822074.248958 + Penalty 2909.764923 = -819164.484035
  nChanged 269
		SP:Iteration 8Q (4937.900000 sec): 3 clusters
  Score: Raw -822203.415215 + Penalty 2909.764923 = -819293.650292
  nChanged 221
		SP:Iteration 9Q (4937.920000 sec): 3 clusters
  Score: Raw -822291.847518 + Penalty 2909.764923 = -819382.082595
  nChanged 184
		SP:Iteration 10Q (4937.940000 sec): 3 clusters
  Score: Raw -822377.205142 + Penalty 2909.764923 = -819467.440219
  nChanged 202
		SP:Iteration 11Q (4937.960000 sec): 3 clusters
  Score: Raw -822463.777352 + Penalty 2909.764923 = -819554.012429
  nChanged 181
		SP:Iteration 12Q (4937.970000 sec): 3 clusters
  Score: Raw -822539.517103 + Penalty 2909.764923 = -819629.752180
  nChanged 170
		SP:Iteration 13Q (4937.990000 sec): 3 clusters
  Score: Raw -822611.926593 + Penalty 2909.764923 = -819702.161670
  nChanged 166
		SP:Iteration 14Q (4938.010000 sec): 3 clusters
  Score: Raw -822686.858466 + Penalty 2909.764923 = -819777.093543
  nChanged 153
		SP:Iteration 15Q (4938.030000 sec): 3 clusters
  Score: Raw -822756.575443 + Penalty 2909.764923 = -819846.810520
  nChanged 131
		SP:Iteration 16Q (4938.050000 sec): 3 clusters
  Score: Raw -822827.594297 + Penalty 2909.764923 = -819917.829373
  nChanged 132
		SP:Iteration 17Q (4938.060000 sec): 3 clusters
  Score: Raw -822908.079518 + Penalty 2909.764923 = -819998.314595
  nChanged 131
		SP:Iteration 18Q (4938.080000 sec): 3 clusters
  Score: Raw -822983.094915 + Penalty 2909.764923 = -820073.329992
  nChanged 121
		SP:Iteration 19Q (4938.100000 sec): 3 clusters
  Score: Raw -823055.635009 + Penalty 2909.764923 = -820145.870086
  nChanged 100
		SP:Iteration 20F (4938.120000 sec): 3 clusters
  Score: Raw -823111.067564 + Penalty 2909.764923 = -820201.302641
  nChanged 102
		SP:Iteration 21Q (4938.140000 sec): 3 clusters
  Score: Raw -823162.880748 + Penalty 2909.764923 = -820253.115825
  nChanged 103
		SP:Iteration 22Q (4938.160000 sec): 3 clusters
  Score: Raw -823218.348962 + Penalty 2909.764923 = -820308.584039
  nChanged 88
		SP:Iteration 23Q (4938.170000 sec): 3 clusters
  Score: Raw -823269.797743 + Penalty 2909.764923 = -820360.032819
  nChanged 90
		SP:Iteration 24Q (4938.190000 sec): 3 clusters
  Score: Raw -823329.327670 + Penalty 2909.764923 = -820419.562747
  nChanged 85
		SP:Iteration 25Q (4938.200000 sec): 3 clusters
  Score: Raw -823372.517254 + Penalty 2909.764923 = -820462.752331
  nChanged 58
		SP:Iteration 26Q (4938.220000 sec): 3 clusters
  Score: Raw -823405.174251 + Penalty 2909.764923 = -820495.409328
  nChanged 56
		SP:Iteration 27Q (4938.240000 sec): 3 clusters
  Score: Raw -823438.157491 + Penalty 2909.764923 = -820528.392568
  nChanged 43
		SP:Iteration 28Q (4938.250000 sec): 3 clusters
  Score: Raw -823465.829282 + Penalty 2909.764923 = -820556.064359
  nChanged 40
		SP:Iteration 29Q (4938.270000 sec): 3 clusters
  Score: Raw -823489.716894 + Penalty 2909.764923 = -820579.951971
  nChanged 28
		SP:Iteration 30Q (4938.280000 sec): 3 clusters
  Score: Raw -823506.612248 + Penalty 2909.764923 = -820596.847325
  nChanged 26
		SP:Iteration 31Q (4938.300000 sec): 3 clusters
  Score: Raw -823521.692655 + Penalty 2909.764923 = -820611.927732
  nChanged 26
		SP:Iteration 32Q (4938.320000 sec): 3 clusters
  Score: Raw -823536.905605 + Penalty 2909.764923 = -820627.140682
  nChanged 21
		SP:Iteration 33Q (4938.330000 sec): 3 clusters
  Score: Raw -823548.658155 + Penalty 2909.764923 = -820638.893232
  nChanged 22
		SP:Iteration 34Q (4938.350000 sec): 3 clusters
  Score: Raw -823557.445425 + Penalty 2909.764923 = -820647.680501
  nChanged 13
		SP:Iteration 35Q (4938.360000 sec): 3 clusters
  Score: Raw -823563.500036 + Penalty 2909.764923 = -820653.735113
  nChanged 9
		SP:Iteration 36Q (4938.380000 sec): 3 clusters
  Score: Raw -823566.013109 + Penalty 2909.764923 = -820656.248186
  nChanged 5
		SP:Iteration 37Q (4938.400000 sec): 3 clusters
  Score: Raw -823568.262358 + Penalty 2909.764923 = -820658.497435
  nChanged 9
		SP:Iteration 38Q (4938.410000 sec): 3 clusters
  Score: Raw -823572.666116 + Penalty 2909.764923 = -820662.901193
  nChanged 9
		SP:Iteration 39Q (4938.430000 sec): 3 clusters
  Score: Raw -823578.945651 + Penalty 2909.764923 = -820669.180727
  nChanged 9
		SP:Iteration 40F (4938.450000 sec): 3 clusters
  Score: Raw -823584.443338 + Penalty 2909.764923 = -820674.678415
  nChanged 10
		SP:Iteration 41Q (4938.470000 sec): 3 clusters
  Score: Raw -823589.862415 + Penalty 2909.764923 = -820680.097492
  nChanged 10
		SP:Iteration 42Q (4938.480000 sec): 3 clusters
  Score: Raw -823594.152195 + Penalty 2909.764923 = -820684.387272
  nChanged 13
		SP:Iteration 43Q (4938.500000 sec): 3 clusters
  Score: Raw -823602.692468 + Penalty 2909.764923 = -820692.927545
  nChanged 15
		SP:Iteration 44Q (4938.510000 sec): 3 clusters
  Score: Raw -823611.336379 + Penalty 2909.764923 = -820701.571455
  nChanged 12
		SP:Iteration 45Q (4938.530000 sec): 3 clusters
  Score: Raw -823618.373990 + Penalty 2909.764923 = -820708.609067
  nChanged 12
		SP:Iteration 46Q (4938.540000 sec): 3 clusters
  Score: Raw -823625.931369 + Penalty 2909.764923 = -820716.166446
  nChanged 11
		SP:Iteration 47Q (4938.560000 sec): 3 clusters
  Score: Raw -823631.033997 + Penalty 2909.764923 = -820721.269074
  nChanged 10
		SP:Iteration 48Q (4938.570000 sec): 3 clusters
  Score: Raw -823638.590917 + Penalty 2909.764923 = -820728.825994
  nChanged 16
		SP:Iteration 49Q (4938.590000 sec): 3 clusters
  Score: Raw -823648.177268 + Penalty 2909.764923 = -820738.412345
  nChanged 13
		SP:Iteration 50Q (4938.600000 sec): 3 clusters
  Score: Raw -823655.290540 + Penalty 2909.764923 = -820745.525616
  nChanged 9
		SP:Iteration 51Q (4938.620000 sec): 3 clusters
  Score: Raw -823659.902382 + Penalty 2909.764923 = -820750.137459
  nChanged 6
		SP:Iteration 52Q (4938.630000 sec): 3 clusters
  Score: Raw -823662.638140 + Penalty 2909.764923 = -820752.873217
  nChanged 4
		SP:Iteration 53Q (4938.650000 sec): 3 clusters
  Score: Raw -823664.244355 + Penalty 2909.764923 = -820754.479432
  nChanged 2
		SP:Iteration 54Q (4938.660000 sec): 3 clusters
  Score: Raw -823665.371070 + Penalty 2909.764923 = -820755.606146
  nChanged 0
		SP:Iteration 55F (4938.680000 sec): 3 clusters
  Score: Raw -823665.371070 + Penalty 2909.764923 = -820755.606146
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 80 (222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4938.690000 sec): 2 clusters
  Score: Raw -22014.493493 + Penalty 877.935075 = -21136.558419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4938.690000 sec): 3 clusters
  Score: Raw -22118.999642 + Penalty 1755.870149 = -20363.129493
  nChanged 33
		SP:Iteration 1F (4938.690000 sec): 3 clusters
  Score: Raw -22227.617000 + Penalty 1755.870149 = -20471.746851
  nChanged 8
		SP:Iteration 2Q (4938.690000 sec): 3 clusters
  Score: Raw -22247.353440 + Penalty 1755.870149 = -20491.483291
  nChanged 0
		SP:Iteration 3F (4938.690000 sec): 3 clusters
  Score: Raw -22247.353440 + Penalty 1755.870149 = -20491.483291
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 81 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4938.700000 sec): 2 clusters
  Score: Raw -60311.712845 + Penalty 1020.564324 = -59291.148522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4938.700000 sec): 3 clusters
  Score: Raw -60225.379425 + Penalty 2041.128648 = -58184.250777
  nChanged 125
		SP:Iteration 1F (4938.700000 sec): 3 clusters
  Score: Raw -60412.162376 + Penalty 2041.128648 = -58371.033729
  nChanged 34
		SP:Iteration 2F (4938.700000 sec): 3 clusters
  Score: Raw -60461.942132 + Penalty 2041.128648 = -58420.813485
  nChanged 16
		SP:Iteration 3Q (4938.710000 sec): 3 clusters
  Score: Raw -60482.250244 + Penalty 2041.128648 = -58441.121597
  nChanged 4
		SP:Iteration 4Q (4938.710000 sec): 3 clusters
  Score: Raw -60486.059937 + Penalty 2041.128648 = -58444.931290
  nChanged 1
		SP:Iteration 5Q (4938.710000 sec): 3 clusters
  Score: Raw -60487.092172 + Penalty 2041.128648 = -58445.963524
  nChanged 1
		SP:Iteration 6Q (4938.710000 sec): 3 clusters
  Score: Raw -60488.043571 + Penalty 2041.128648 = -58446.914923
  nChanged 1
		SP:Iteration 7Q (4938.710000 sec): 3 clusters
  Score: Raw -60489.187089 + Penalty 2041.128648 = -58448.058441
  nChanged 0
		SP:Iteration 8F (4938.710000 sec): 3 clusters
  Score: Raw -60489.187089 + Penalty 2041.128648 = -58448.058441
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 82 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4938.720000 sec): 2 clusters
  Score: Raw -323448.886171 + Penalty 1289.823388 = -322159.062782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4938.730000 sec): 3 clusters
  Score: Raw -322112.299313 + Penalty 2579.646776 = -319532.652537
  nChanged 1067
		SP:Iteration 1F (4938.740000 sec): 3 clusters
  Score: Raw -322756.380549 + Penalty 2579.646776 = -320176.733773
  nChanged 224
		SP:Iteration 2F (4938.750000 sec): 3 clusters
  Score: Raw -322899.776672 + Penalty 2579.646776 = -320320.129896
  nChanged 128
		SP:Iteration 3Q (4938.750000 sec): 3 clusters
  Score: Raw -322967.026847 + Penalty 2579.646776 = -320387.380071
  nChanged 98
		SP:Iteration 4Q (4938.760000 sec): 3 clusters
  Score: Raw -323025.688908 + Penalty 2579.646776 = -320446.042132
  nChanged 99
		SP:Iteration 5Q (4938.770000 sec): 3 clusters
  Score: Raw -323068.688786 + Penalty 2579.646776 = -320489.042009
  nChanged 58
		SP:Iteration 6Q (4938.770000 sec): 3 clusters
  Score: Raw -323093.086115 + Penalty 2579.646776 = -320513.439339
  nChanged 29
		SP:Iteration 7Q (4938.780000 sec): 3 clusters
  Score: Raw -323101.884476 + Penalty 2579.646776 = -320522.237700
  nChanged 25
		SP:Iteration 8Q (4938.790000 sec): 3 clusters
  Score: Raw -323113.392796 + Penalty 2579.646776 = -320533.746020
  nChanged 31
		SP:Iteration 9Q (4938.790000 sec): 3 clusters
  Score: Raw -323127.842524 + Penalty 2579.646776 = -320548.195748
  nChanged 34
		SP:Iteration 10Q (4938.800000 sec): 3 clusters
  Score: Raw -323143.184517 + Penalty 2579.646776 = -320563.537740
  nChanged 27
		SP:Iteration 11Q (4938.810000 sec): 3 clusters
  Score: Raw -323152.335017 + Penalty 2579.646776 = -320572.688241
  nChanged 18
		SP:Iteration 12Q (4938.810000 sec): 3 clusters
  Score: Raw -323156.324089 + Penalty 2579.646776 = -320576.677312
  nChanged 12
		SP:Iteration 13Q (4938.820000 sec): 3 clusters
  Score: Raw -323159.393239 + Penalty 2579.646776 = -320579.746462
  nChanged 9
		SP:Iteration 14Q (4938.830000 sec): 3 clusters
  Score: Raw -323161.315609 + Penalty 2579.646776 = -320581.668833
  nChanged 2
		SP:Iteration 15Q (4938.830000 sec): 3 clusters
  Score: Raw -323162.099528 + Penalty 2579.646776 = -320582.452752
  nChanged 2
		SP:Iteration 16Q (4938.840000 sec): 3 clusters
  Score: Raw -323163.061114 + Penalty 2579.646776 = -320583.414338
  nChanged 7
		SP:Iteration 17Q (4938.850000 sec): 3 clusters
  Score: Raw -323164.993896 + Penalty 2579.646776 = -320585.347119
  nChanged 5
		SP:Iteration 18Q (4938.850000 sec): 3 clusters
  Score: Raw -323166.109745 + Penalty 2579.646776 = -320586.462968
  nChanged 5
		SP:Iteration 19Q (4938.860000 sec): 3 clusters
  Score: Raw -323167.081681 + Penalty 2579.646776 = -320587.434905
  nChanged 2
		SP:Iteration 20F (4938.870000 sec): 3 clusters
  Score: Raw -323167.751484 + Penalty 2579.646776 = -320588.104707
  nChanged 2
		SP:Iteration 21Q (4938.880000 sec): 3 clusters
  Score: Raw -323168.621569 + Penalty 2579.646776 = -320588.974793
  nChanged 5
		SP:Iteration 22Q (4938.880000 sec): 3 clusters
  Score: Raw -323170.413916 + Penalty 2579.646776 = -320590.767140
  nChanged 8
		SP:Iteration 23Q (4938.890000 sec): 3 clusters
  Score: Raw -323173.649624 + Penalty 2579.646776 = -320594.002848
  nChanged 12
		SP:Iteration 24Q (4938.900000 sec): 3 clusters
  Score: Raw -323178.140420 + Penalty 2579.646776 = -320598.493644
  nChanged 16
		SP:Iteration 25Q (4938.910000 sec): 3 clusters
  Score: Raw -323182.680037 + Penalty 2579.646776 = -320603.033261
  nChanged 10
		SP:Iteration 26Q (4938.910000 sec): 3 clusters
  Score: Raw -323186.516984 + Penalty 2579.646776 = -320606.870207
  nChanged 7
		SP:Iteration 27Q (4938.920000 sec): 3 clusters
  Score: Raw -323189.952884 + Penalty 2579.646776 = -320610.306108
  nChanged 9
		SP:Iteration 28Q (4938.930000 sec): 3 clusters
  Score: Raw -323192.484566 + Penalty 2579.646776 = -320612.837790
  nChanged 8
		SP:Iteration 29Q (4938.930000 sec): 3 clusters
  Score: Raw -323195.530085 + Penalty 2579.646776 = -320615.883308
  nChanged 10
		SP:Iteration 30Q (4938.940000 sec): 3 clusters
  Score: Raw -323198.403585 + Penalty 2579.646776 = -320618.756809
  nChanged 9
		SP:Iteration 31Q (4938.950000 sec): 3 clusters
  Score: Raw -323200.766888 + Penalty 2579.646776 = -320621.120112
  nChanged 9
		SP:Iteration 32Q (4938.950000 sec): 3 clusters
  Score: Raw -323203.862942 + Penalty 2579.646776 = -320624.216166
  nChanged 8
		SP:Iteration 33Q (4938.960000 sec): 3 clusters
  Score: Raw -323206.520278 + Penalty 2579.646776 = -320626.873502
  nChanged 4
		SP:Iteration 34Q (4938.970000 sec): 3 clusters
  Score: Raw -323208.293343 + Penalty 2579.646776 = -320628.646566
  nChanged 6
		SP:Iteration 35Q (4938.970000 sec): 3 clusters
  Score: Raw -323209.481754 + Penalty 2579.646776 = -320629.834978
  nChanged 4
		SP:Iteration 36Q (4938.980000 sec): 3 clusters
  Score: Raw -323211.348534 + Penalty 2579.646776 = -320631.701757
  nChanged 3
		SP:Iteration 37Q (4938.990000 sec): 3 clusters
  Score: Raw -323212.072687 + Penalty 2579.646776 = -320632.425911
  nChanged 1
		SP:Iteration 38Q (4938.990000 sec): 3 clusters
  Score: Raw -323212.236398 + Penalty 2579.646776 = -320632.589622
  nChanged 0
		SP:Iteration 39F (4939.000000 sec): 3 clusters
  Score: Raw -323212.236398 + Penalty 2579.646776 = -320632.589622
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 83 (7229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4939.030000 sec): 2 clusters
  Score: Raw -842234.534350 + Penalty 1443.951599 = -840790.582751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4939.050000 sec): 3 clusters
  Score: Raw -838352.877518 + Penalty 2887.903198 = -835464.974320
  nChanged 2988
		SP:Iteration 1F (4939.070000 sec): 3 clusters
  Score: Raw -839961.473861 + Penalty 2887.903198 = -837073.570664
  nChanged 447
		SP:Iteration 2F (4939.080000 sec): 3 clusters
  Score: Raw -840170.987148 + Penalty 2887.903198 = -837283.083951
  nChanged 354
		SP:Iteration 3Q (4939.100000 sec): 3 clusters
  Score: Raw -840313.095142 + Penalty 2887.903198 = -837425.191944
  nChanged 272
		SP:Iteration 4Q (4939.120000 sec): 3 clusters
  Score: Raw -840414.349600 + Penalty 2887.903198 = -837526.446403
  nChanged 233
		SP:Iteration 5Q (4939.140000 sec): 3 clusters
  Score: Raw -840499.819569 + Penalty 2887.903198 = -837611.916371
  nChanged 198
		SP:Iteration 6Q (4939.150000 sec): 3 clusters
  Score: Raw -840577.250531 + Penalty 2887.903198 = -837689.347334
  nChanged 202
		SP:Iteration 7Q (4939.170000 sec): 3 clusters
  Score: Raw -840660.450699 + Penalty 2887.903198 = -837772.547502
  nChanged 213
		SP:Iteration 8Q (4939.190000 sec): 3 clusters
  Score: Raw -840749.375408 + Penalty 2887.903198 = -837861.472210
  nChanged 226
		SP:Iteration 9Q (4939.210000 sec): 3 clusters
  Score: Raw -840849.716862 + Penalty 2887.903198 = -837961.813665
  nChanged 263
		SP:Iteration 10Q (4939.230000 sec): 3 clusters
  Score: Raw -840988.557849 + Penalty 2887.903198 = -838100.654652
  nChanged 305
		SP:Iteration 11Q (4939.250000 sec): 3 clusters
  Score: Raw -841184.069161 + Penalty 2887.903198 = -838296.165963
  nChanged 324
		SP:Iteration 12Q (4939.260000 sec): 3 clusters
  Score: Raw -841424.600130 + Penalty 2887.903198 = -838536.696933
  nChanged 333
		SP:Iteration 13Q (4939.280000 sec): 3 clusters
  Score: Raw -841669.749358 + Penalty 2887.903198 = -838781.846161
  nChanged 279
		SP:Iteration 14Q (4939.300000 sec): 3 clusters
  Score: Raw -841889.746588 + Penalty 2887.903198 = -839001.843390
  nChanged 217
		SP:Iteration 15Q (4939.310000 sec): 3 clusters
  Score: Raw -842073.524386 + Penalty 2887.903198 = -839185.621188
  nChanged 151
		SP:Iteration 16Q (4939.330000 sec): 3 clusters
  Score: Raw -842202.707053 + Penalty 2887.903198 = -839314.803855
  nChanged 91
		SP:Iteration 17Q (4939.350000 sec): 3 clusters
  Score: Raw -842283.869681 + Penalty 2887.903198 = -839395.966484
  nChanged 51
		SP:Iteration 18Q (4939.360000 sec): 3 clusters
  Score: Raw -842327.043247 + Penalty 2887.903198 = -839439.140049
  nChanged 37
		SP:Iteration 19Q (4939.370000 sec): 3 clusters
  Score: Raw -842360.707058 + Penalty 2887.903198 = -839472.803860
  nChanged 28
		SP:Iteration 20F (4939.390000 sec): 3 clusters
  Score: Raw -842386.297346 + Penalty 2887.903198 = -839498.394148
  nChanged 19
		SP:Iteration 21Q (4939.410000 sec): 3 clusters
  Score: Raw -842404.091185 + Penalty 2887.903198 = -839516.187987
  nChanged 13
		SP:Iteration 22Q (4939.420000 sec): 3 clusters
  Score: Raw -842418.376058 + Penalty 2887.903198 = -839530.472861
  nChanged 7
		SP:Iteration 23Q (4939.430000 sec): 3 clusters
  Score: Raw -842426.644403 + Penalty 2887.903198 = -839538.741206
  nChanged 2
		SP:Iteration 24Q (4939.450000 sec): 3 clusters
  Score: Raw -842430.215792 + Penalty 2887.903198 = -839542.312594
  nChanged 3
		SP:Iteration 25Q (4939.460000 sec): 3 clusters
  Score: Raw -842432.425304 + Penalty 2887.903198 = -839544.522106
  nChanged 1
		SP:Iteration 26Q (4939.470000 sec): 3 clusters
  Score: Raw -842433.087361 + Penalty 2887.903198 = -839545.184163
  nChanged 0
		SP:Iteration 27F (4939.490000 sec): 3 clusters
  Score: Raw -842433.087361 + Penalty 2887.903198 = -839545.184163
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 84 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4939.500000 sec): 2 clusters
  Score: Raw -55289.470374 + Penalty 1008.895879 = -54280.574494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4939.500000 sec): 3 clusters
  Score: Raw -55207.531921 + Penalty 2017.791758 = -53189.740163
  nChanged 107
		SP:Iteration 1F (4939.500000 sec): 3 clusters
  Score: Raw -55335.172779 + Penalty 2017.791758 = -53317.381020
  nChanged 25
		SP:Iteration 2F (4939.510000 sec): 3 clusters
  Score: Raw -55385.423282 + Penalty 2017.791758 = -53367.631524
  nChanged 16
		SP:Iteration 3Q (4939.510000 sec): 3 clusters
  Score: Raw -55420.128528 + Penalty 2017.791758 = -53402.336769
  nChanged 12
		SP:Iteration 4Q (4939.510000 sec): 3 clusters
  Score: Raw -55450.462987 + Penalty 2017.791758 = -53432.671229
  nChanged 9
		SP:Iteration 5Q (4939.510000 sec): 3 clusters
  Score: Raw -55470.338424 + Penalty 2017.791758 = -53452.546665
  nChanged 4
		SP:Iteration 6Q (4939.510000 sec): 3 clusters
  Score: Raw -55475.223986 + Penalty 2017.791758 = -53457.432227
  nChanged 3
		SP:Iteration 7Q (4939.510000 sec): 3 clusters
  Score: Raw -55480.304620 + Penalty 2017.791758 = -53462.512862
  nChanged 1
		SP:Iteration 8Q (4939.510000 sec): 3 clusters
  Score: Raw -55482.593669 + Penalty 2017.791758 = -53464.801910
  nChanged 2
		SP:Iteration 9Q (4939.510000 sec): 3 clusters
  Score: Raw -55485.776937 + Penalty 2017.791758 = -53467.985179
  nChanged 2
		SP:Iteration 10Q (4939.510000 sec): 3 clusters
  Score: Raw -55489.274688 + Penalty 2017.791758 = -53471.482929
  nChanged 1
		SP:Iteration 11Q (4939.510000 sec): 3 clusters
  Score: Raw -55490.371873 + Penalty 2017.791758 = -53472.580114
  nChanged 1
		SP:Iteration 12Q (4939.520000 sec): 3 clusters
  Score: Raw -55491.312748 + Penalty 2017.791758 = -53473.520990
  nChanged 2
		SP:Iteration 13Q (4939.520000 sec): 3 clusters
  Score: Raw -55493.783252 + Penalty 2017.791758 = -53475.991493
  nChanged 1
		SP:Iteration 14Q (4939.520000 sec): 3 clusters
  Score: Raw -55497.565466 + Penalty 2017.791758 = -53479.773707
  nChanged 0
		SP:Iteration 15F (4939.520000 sec): 3 clusters
  Score: Raw -55497.565466 + Penalty 2017.791758 = -53479.773707
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 85 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4939.530000 sec): 2 clusters
  Score: Raw -59772.779967 + Penalty 1022.078780 = -58750.701187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4939.530000 sec): 3 clusters
  Score: Raw -59724.090362 + Penalty 2044.157561 = -57679.932802
  nChanged 135
		SP:Iteration 1F (4939.530000 sec): 3 clusters
  Score: Raw -59939.273023 + Penalty 2044.157561 = -57895.115463
  nChanged 38
		SP:Iteration 2F (4939.530000 sec): 3 clusters
  Score: Raw -59986.782889 + Penalty 2044.157561 = -57942.625328
  nChanged 15
		SP:Iteration 3Q (4939.530000 sec): 3 clusters
  Score: Raw -60012.820776 + Penalty 2044.157561 = -57968.663215
  nChanged 13
		SP:Iteration 4Q (4939.530000 sec): 3 clusters
  Score: Raw -60028.485382 + Penalty 2044.157561 = -57984.327822
  nChanged 5
		SP:Iteration 5Q (4939.530000 sec): 3 clusters
  Score: Raw -60033.611233 + Penalty 2044.157561 = -57989.453672
  nChanged 4
		SP:Iteration 6Q (4939.530000 sec): 3 clusters
  Score: Raw -60036.794567 + Penalty 2044.157561 = -57992.637007
  nChanged 3
		SP:Iteration 7Q (4939.530000 sec): 3 clusters
  Score: Raw -60039.762974 + Penalty 2044.157561 = -57995.605413
  nChanged 2
		SP:Iteration 8Q (4939.540000 sec): 3 clusters
  Score: Raw -60042.021245 + Penalty 2044.157561 = -57997.863685
  nChanged 1
		SP:Iteration 9Q (4939.540000 sec): 3 clusters
  Score: Raw -60043.195881 + Penalty 2044.157561 = -57999.038320
  nChanged 0
		SP:Iteration 10F (4939.540000 sec): 3 clusters
  Score: Raw -60043.195881 + Penalty 2044.157561 = -57999.038320
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 86 (1107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4939.550000 sec): 2 clusters
  Score: Raw -100612.905597 + Penalty 1139.028952 = -99473.876645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4939.550000 sec): 3 clusters
  Score: Raw -100267.887508 + Penalty 2278.057903 = -97989.829605
  nChanged 343
		SP:Iteration 1F (4939.550000 sec): 3 clusters
  Score: Raw -100577.906845 + Penalty 2278.057903 = -98299.848942
  nChanged 96
		SP:Iteration 2F (4939.550000 sec): 3 clusters
  Score: Raw -100696.205328 + Penalty 2278.057903 = -98418.147425
  nChanged 65
		SP:Iteration 3F (4939.560000 sec): 3 clusters
  Score: Raw -100773.814081 + Penalty 2278.057903 = -98495.756178
  nChanged 46
		SP:Iteration 4Q (4939.560000 sec): 3 clusters
  Score: Raw -100834.060492 + Penalty 2278.057903 = -98556.002589
  nChanged 32
		SP:Iteration 5Q (4939.560000 sec): 3 clusters
  Score: Raw -100882.878984 + Penalty 2278.057903 = -98604.821081
  nChanged 27
		SP:Iteration 6Q (4939.570000 sec): 3 clusters
  Score: Raw -100929.361885 + Penalty 2278.057903 = -98651.303982
  nChanged 26
		SP:Iteration 7Q (4939.570000 sec): 3 clusters
  Score: Raw -100958.613631 + Penalty 2278.057903 = -98680.555728
  nChanged 20
		SP:Iteration 8Q (4939.570000 sec): 3 clusters
  Score: Raw -100980.050851 + Penalty 2278.057903 = -98701.992948
  nChanged 16
		SP:Iteration 9Q (4939.570000 sec): 3 clusters
  Score: Raw -101001.500489 + Penalty 2278.057903 = -98723.442586
  nChanged 20
		SP:Iteration 10Q (4939.580000 sec): 3 clusters
  Score: Raw -101021.644130 + Penalty 2278.057903 = -98743.586227
  nChanged 8
		SP:Iteration 11Q (4939.580000 sec): 3 clusters
  Score: Raw -101027.176260 + Penalty 2278.057903 = -98749.118357
  nChanged 4
		SP:Iteration 12Q (4939.580000 sec): 3 clusters
  Score: Raw -101029.514978 + Penalty 2278.057903 = -98751.457075
  nChanged 4
		SP:Iteration 13Q (4939.580000 sec): 3 clusters
  Score: Raw -101032.342082 + Penalty 2278.057903 = -98754.284179
  nChanged 3
		SP:Iteration 14Q (4939.590000 sec): 3 clusters
  Score: Raw -101035.421358 + Penalty 2278.057903 = -98757.363455
  nChanged 3
		SP:Iteration 15Q (4939.590000 sec): 3 clusters
  Score: Raw -101038.765798 + Penalty 2278.057903 = -98760.707895
  nChanged 1
		SP:Iteration 16Q (4939.590000 sec): 3 clusters
  Score: Raw -101038.957415 + Penalty 2278.057903 = -98760.899512
  nChanged 1
		SP:Iteration 17Q (4939.590000 sec): 3 clusters
  Score: Raw -101039.470218 + Penalty 2278.057903 = -98761.412315
  nChanged 1
		SP:Iteration 18Q (4939.600000 sec): 3 clusters
  Score: Raw -101039.781178 + Penalty 2278.057903 = -98761.723275
  nChanged 0
		SP:Iteration 19F (4939.600000 sec): 3 clusters
  Score: Raw -101039.781178 + Penalty 2278.057903 = -98761.723275
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 87 (28203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4939.690000 sec): 2 clusters
  Score: Raw -3347066.172769 + Penalty 1665.167341 = -3345401.005429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4939.760000 sec): 3 clusters
  Score: Raw -3329747.474405 + Penalty 3330.334681 = -3326417.139724
  nChanged 12984
		SP:Iteration 1F (4939.840000 sec): 3 clusters
  Score: Raw -3337060.957672 + Penalty 3330.334681 = -3333730.622991
  nChanged 1425
		SP:Iteration 2F (4939.910000 sec): 3 clusters
  Score: Raw -3337616.405721 + Penalty 3330.334681 = -3334286.071040
  nChanged 1480
		SP:Iteration 3F (4939.990000 sec): 3 clusters
  Score: Raw -3338288.332601 + Penalty 3330.334681 = -3334957.997920
  nChanged 1585
		SP:Iteration 4F (4940.060000 sec): 3 clusters
  Score: Raw -3339087.433867 + Penalty 3330.334681 = -3335757.099185
  nChanged 1557
		SP:Iteration 5F (4940.130000 sec): 3 clusters
  Score: Raw -3339970.983075 + Penalty 3330.334681 = -3336640.648393
  nChanged 1629
		SP:Iteration 6F (4940.210000 sec): 3 clusters
  Score: Raw -3341003.188691 + Penalty 3330.334681 = -3337672.854010
  nChanged 1639
		SP:Iteration 7F (4940.270000 sec): 3 clusters
  Score: Raw -3342144.315234 + Penalty 3330.334681 = -3338813.980552
  nChanged 1427
		SP:Iteration 8F (4940.350000 sec): 3 clusters
  Score: Raw -3343212.385953 + Penalty 3330.334681 = -3339882.051272
  nChanged 1202
		SP:Iteration 9Q (4940.420000 sec): 3 clusters
  Score: Raw -3344063.483253 + Penalty 3330.334681 = -3340733.148572
  nChanged 947
		SP:Iteration 10Q (4940.490000 sec): 3 clusters
  Score: Raw -3344670.920153 + Penalty 3330.334681 = -3341340.585472
  nChanged 736
		SP:Iteration 11Q (4940.560000 sec): 3 clusters
  Score: Raw -3345066.078853 + Penalty 3330.334681 = -3341735.744172
  nChanged 570
		SP:Iteration 12Q (4940.630000 sec): 3 clusters
  Score: Raw -3345343.454999 + Penalty 3330.334681 = -3342013.120318
  nChanged 458
		SP:Iteration 13Q (4940.700000 sec): 3 clusters
  Score: Raw -3345546.222585 + Penalty 3330.334681 = -3342215.887903
  nChanged 406
		SP:Iteration 14Q (4940.760000 sec): 3 clusters
  Score: Raw -3345726.629438 + Penalty 3330.334681 = -3342396.294757
  nChanged 385
		SP:Iteration 15Q (4940.820000 sec): 3 clusters
  Score: Raw -3345894.284798 + Penalty 3330.334681 = -3342563.950117
  nChanged 373
		SP:Iteration 16Q (4940.890000 sec): 3 clusters
  Score: Raw -3346058.199832 + Penalty 3330.334681 = -3342727.865151
  nChanged 323
		SP:Iteration 17Q (4940.950000 sec): 3 clusters
  Score: Raw -3346196.448553 + Penalty 3330.334681 = -3342866.113872
  nChanged 314
		SP:Iteration 18Q (4941.010000 sec): 3 clusters
  Score: Raw -3346339.196308 + Penalty 3330.334681 = -3343008.861627
  nChanged 288
		SP:Iteration 19Q (4941.070000 sec): 3 clusters
  Score: Raw -3346487.614217 + Penalty 3330.334681 = -3343157.279536
  nChanged 265
		SP:Iteration 20F (4941.140000 sec): 3 clusters
  Score: Raw -3346622.284385 + Penalty 3330.334681 = -3343291.949703
  nChanged 229
		SP:Iteration 21Q (4941.190000 sec): 3 clusters
  Score: Raw -3346735.782045 + Penalty 3330.334681 = -3343405.447364
  nChanged 171
		SP:Iteration 22Q (4941.250000 sec): 3 clusters
  Score: Raw -3346813.690365 + Penalty 3330.334681 = -3343483.355683
  nChanged 147
		SP:Iteration 23Q (4941.310000 sec): 3 clusters
  Score: Raw -3346884.287860 + Penalty 3330.334681 = -3343553.953178
  nChanged 133
		SP:Iteration 24Q (4941.360000 sec): 3 clusters
  Score: Raw -3346945.672875 + Penalty 3330.334681 = -3343615.338194
  nChanged 105
		SP:Iteration 25Q (4941.410000 sec): 3 clusters
  Score: Raw -3346987.743400 + Penalty 3330.334681 = -3343657.408719
  nChanged 86
		SP:Iteration 26Q (4941.470000 sec): 3 clusters
  Score: Raw -3347022.319544 + Penalty 3330.334681 = -3343691.984863
  nChanged 70
		SP:Iteration 27Q (4941.520000 sec): 3 clusters
  Score: Raw -3347051.027091 + Penalty 3330.334681 = -3343720.692410
  nChanged 67
		SP:Iteration 28Q (4941.580000 sec): 3 clusters
  Score: Raw -3347079.284207 + Penalty 3330.334681 = -3343748.949526
  nChanged 61
		SP:Iteration 29Q (4941.630000 sec): 3 clusters
  Score: Raw -3347106.258408 + Penalty 3330.334681 = -3343775.923727
  nChanged 57
		SP:Iteration 30Q (4941.690000 sec): 3 clusters
  Score: Raw -3347130.958862 + Penalty 3330.334681 = -3343800.624181
  nChanged 50
		SP:Iteration 31Q (4941.740000 sec): 3 clusters
  Score: Raw -3347152.144219 + Penalty 3330.334681 = -3343821.809538
  nChanged 33
		SP:Iteration 32Q (4941.790000 sec): 3 clusters
  Score: Raw -3347168.783253 + Penalty 3330.334681 = -3343838.448572
  nChanged 33
		SP:Iteration 33Q (4941.840000 sec): 3 clusters
  Score: Raw -3347186.987458 + Penalty 3330.334681 = -3343856.652777
  nChanged 36
		SP:Iteration 34Q (4941.900000 sec): 3 clusters
  Score: Raw -3347203.883500 + Penalty 3330.334681 = -3343873.548819
  nChanged 30
		SP:Iteration 35Q (4941.950000 sec): 3 clusters
  Score: Raw -3347218.392647 + Penalty 3330.334681 = -3343888.057966
  nChanged 20
		SP:Iteration 36Q (4942.000000 sec): 3 clusters
  Score: Raw -3347230.062948 + Penalty 3330.334681 = -3343899.728267
  nChanged 23
		SP:Iteration 37Q (4942.050000 sec): 3 clusters
  Score: Raw -3347242.694060 + Penalty 3330.334681 = -3343912.359379
  nChanged 16
		SP:Iteration 38Q (4942.100000 sec): 3 clusters
  Score: Raw -3347251.453755 + Penalty 3330.334681 = -3343921.119074
  nChanged 12
		SP:Iteration 39Q (4942.150000 sec): 3 clusters
  Score: Raw -3347257.300742 + Penalty 3330.334681 = -3343926.966060
  nChanged 15
		SP:Iteration 40F (4942.230000 sec): 3 clusters
  Score: Raw -3347263.551259 + Penalty 3330.334681 = -3343933.216578
  nChanged 7
		SP:Iteration 41Q (4942.270000 sec): 3 clusters
  Score: Raw -3347265.270381 + Penalty 3330.334681 = -3343934.935700
  nChanged 3
		SP:Iteration 42Q (4942.330000 sec): 3 clusters
  Score: Raw -3347266.005302 + Penalty 3330.334681 = -3343935.670621
  nChanged 1
		SP:Iteration 43Q (4942.380000 sec): 3 clusters
  Score: Raw -3347266.206634 + Penalty 3330.334681 = -3343935.871953
  nChanged 1
		SP:Iteration 44Q (4942.430000 sec): 3 clusters
  Score: Raw -3347266.389510 + Penalty 3330.334681 = -3343936.054828
  nChanged 0
		SP:Iteration 45F (4942.500000 sec): 3 clusters
  Score: Raw -3347266.389510 + Penalty 3330.334681 = -3343936.054828
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 88 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4942.510000 sec): 2 clusters
  Score: Raw -27156.117474 + Penalty 908.535384 = -26247.582090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4942.520000 sec): 3 clusters
  Score: Raw -27313.740113 + Penalty 1817.070769 = -25496.669344
  nChanged 55
		SP:Iteration 1F (4942.520000 sec): 3 clusters
  Score: Raw -27509.063739 + Penalty 1817.070769 = -25691.992971
  nChanged 19
		SP:Iteration 2F (4942.520000 sec): 3 clusters
  Score: Raw -27558.376607 + Penalty 1817.070769 = -25741.305838
  nChanged 4
		SP:Iteration 3Q (4942.520000 sec): 3 clusters
  Score: Raw -27572.651637 + Penalty 1817.070769 = -25755.580868
  nChanged 5
		SP:Iteration 4Q (4942.520000 sec): 3 clusters
  Score: Raw -27592.311937 + Penalty 1817.070769 = -25775.241169
  nChanged 1
		SP:Iteration 5Q (4942.520000 sec): 3 clusters
  Score: Raw -27601.394263 + Penalty 1817.070769 = -25784.323495
  nChanged 1
		SP:Iteration 6Q (4942.520000 sec): 3 clusters
  Score: Raw -27610.406533 + Penalty 1817.070769 = -25793.335764
  nChanged 0
		SP:Iteration 7F (4942.520000 sec): 3 clusters
  Score: Raw -27610.406533 + Penalty 1817.070769 = -25793.335764
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 89 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4942.530000 sec): 2 clusters
  Score: Raw -75183.150518 + Penalty 1060.078875 = -74123.071644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4942.530000 sec): 3 clusters
  Score: Raw -75052.374281 + Penalty 2120.157749 = -72932.216532
  nChanged 182
		SP:Iteration 1F (4942.530000 sec): 3 clusters
  Score: Raw -75270.392346 + Penalty 2120.157749 = -73150.234596
  nChanged 46
		SP:Iteration 2F (4942.530000 sec): 3 clusters
  Score: Raw -75335.706387 + Penalty 2120.157749 = -73215.548637
  nChanged 25
		SP:Iteration 3Q (4942.530000 sec): 3 clusters
  Score: Raw -75373.416091 + Penalty 2120.157749 = -73253.258341
  nChanged 17
		SP:Iteration 4Q (4942.530000 sec): 3 clusters
  Score: Raw -75400.481532 + Penalty 2120.157749 = -73280.323783
  nChanged 15
		SP:Iteration 5Q (4942.540000 sec): 3 clusters
  Score: Raw -75427.881235 + Penalty 2120.157749 = -73307.723485
  nChanged 10
		SP:Iteration 6Q (4942.540000 sec): 3 clusters
  Score: Raw -75445.174847 + Penalty 2120.157749 = -73325.017097
  nChanged 9
		SP:Iteration 7Q (4942.540000 sec): 3 clusters
  Score: Raw -75469.521798 + Penalty 2120.157749 = -73349.364048
  nChanged 9
		SP:Iteration 8Q (4942.540000 sec): 3 clusters
  Score: Raw -75485.669164 + Penalty 2120.157749 = -73365.511415
  nChanged 10
		SP:Iteration 9Q (4942.540000 sec): 3 clusters
  Score: Raw -75498.034883 + Penalty 2120.157749 = -73377.877133
  nChanged 7
		SP:Iteration 10Q (4942.550000 sec): 3 clusters
  Score: Raw -75510.247109 + Penalty 2120.157749 = -73390.089360
  nChanged 5
		SP:Iteration 11Q (4942.550000 sec): 3 clusters
  Score: Raw -75523.799791 + Penalty 2120.157749 = -73403.642041
  nChanged 7
		SP:Iteration 12Q (4942.550000 sec): 3 clusters
  Score: Raw -75537.389451 + Penalty 2120.157749 = -73417.231702
  nChanged 5
		SP:Iteration 13Q (4942.550000 sec): 3 clusters
  Score: Raw -75546.202082 + Penalty 2120.157749 = -73426.044333
  nChanged 9
		SP:Iteration 14Q (4942.550000 sec): 3 clusters
  Score: Raw -75558.869462 + Penalty 2120.157749 = -73438.711713
  nChanged 5
		SP:Iteration 15Q (4942.550000 sec): 3 clusters
  Score: Raw -75566.817218 + Penalty 2120.157749 = -73446.659468
  nChanged 4
		SP:Iteration 16Q (4942.550000 sec): 3 clusters
  Score: Raw -75578.129155 + Penalty 2120.157749 = -73457.971405
  nChanged 5
		SP:Iteration 17Q (4942.550000 sec): 3 clusters
  Score: Raw -75581.945787 + Penalty 2120.157749 = -73461.788038
  nChanged 1
		SP:Iteration 18Q (4942.560000 sec): 3 clusters
  Score: Raw -75582.370029 + Penalty 2120.157749 = -73462.212280
  nChanged 0
		SP:Iteration 19F (4942.560000 sec): 3 clusters
  Score: Raw -75582.370029 + Penalty 2120.157749 = -73462.212280
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 90 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4942.570000 sec): 2 clusters
  Score: Raw -46177.175628 + Penalty 990.205088 = -45186.970541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4942.570000 sec): 3 clusters
  Score: Raw -46142.555742 + Penalty 1980.410175 = -44162.145567
  nChanged 111
		SP:Iteration 1F (4942.570000 sec): 3 clusters
  Score: Raw -46293.242455 + Penalty 1980.410175 = -44312.832280
  nChanged 29
		SP:Iteration 2F (4942.570000 sec): 3 clusters
  Score: Raw -46335.535286 + Penalty 1980.410175 = -44355.125110
  nChanged 12
		SP:Iteration 3Q (4942.570000 sec): 3 clusters
  Score: Raw -46358.634778 + Penalty 1980.410175 = -44378.224603
  nChanged 9
		SP:Iteration 4Q (4942.570000 sec): 3 clusters
  Score: Raw -46376.320444 + Penalty 1980.410175 = -44395.910269
  nChanged 6
		SP:Iteration 5Q (4942.570000 sec): 3 clusters
  Score: Raw -46393.256861 + Penalty 1980.410175 = -44412.846686
  nChanged 5
		SP:Iteration 6Q (4942.570000 sec): 3 clusters
  Score: Raw -46409.059416 + Penalty 1980.410175 = -44428.649241
  nChanged 3
		SP:Iteration 7Q (4942.570000 sec): 3 clusters
  Score: Raw -46412.578534 + Penalty 1980.410175 = -44432.168359
  nChanged 1
		SP:Iteration 8Q (4942.570000 sec): 3 clusters
  Score: Raw -46414.040563 + Penalty 1980.410175 = -44433.630388
  nChanged 2
		SP:Iteration 9Q (4942.570000 sec): 3 clusters
  Score: Raw -46420.699660 + Penalty 1980.410175 = -44440.289485
  nChanged 3
		SP:Iteration 10Q (4942.580000 sec): 3 clusters
  Score: Raw -46427.988137 + Penalty 1980.410175 = -44447.577962
  nChanged 2
		SP:Iteration 11Q (4942.580000 sec): 3 clusters
  Score: Raw -46432.166578 + Penalty 1980.410175 = -44451.756403
  nChanged 1
		SP:Iteration 12Q (4942.580000 sec): 3 clusters
  Score: Raw -46433.184248 + Penalty 1980.410175 = -44452.774072
  nChanged 0
		SP:Iteration 13F (4942.580000 sec): 3 clusters
  Score: Raw -46433.184248 + Penalty 1980.410175 = -44452.774072
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 91 (684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4942.590000 sec): 2 clusters
  Score: Raw -70531.770293 + Penalty 1060.793162 = -69470.977132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4942.590000 sec): 3 clusters
  Score: Raw -70401.599401 + Penalty 2121.586323 = -68280.013078
  nChanged 201
		SP:Iteration 1F (4942.590000 sec): 3 clusters
  Score: Raw -70680.653604 + Penalty 2121.586323 = -68559.067281
  nChanged 55
		SP:Iteration 2F (4942.590000 sec): 3 clusters
  Score: Raw -70790.799600 + Penalty 2121.586323 = -68669.213277
  nChanged 39
		SP:Iteration 3F (4942.590000 sec): 3 clusters
  Score: Raw -70900.349038 + Penalty 2121.586323 = -68778.762715
  nChanged 32
		SP:Iteration 4Q (4942.590000 sec): 3 clusters
  Score: Raw -71024.465204 + Penalty 2121.586323 = -68902.878881
  nChanged 38
		SP:Iteration 5F (4942.590000 sec): 3 clusters
  Score: Raw -71131.648733 + Penalty 2121.586323 = -69010.062410
  nChanged 29
		SP:Iteration 6Q (4942.600000 sec): 3 clusters
  Score: Raw -71220.293916 + Penalty 2121.586323 = -69098.707592
  nChanged 28
		SP:Iteration 7Q (4942.600000 sec): 3 clusters
  Score: Raw -71330.538497 + Penalty 2121.586323 = -69208.952174
  nChanged 23
		SP:Iteration 8Q (4942.600000 sec): 3 clusters
  Score: Raw -71431.718165 + Penalty 2121.586323 = -69310.131842
  nChanged 16
		SP:Iteration 9Q (4942.600000 sec): 3 clusters
  Score: Raw -71485.466370 + Penalty 2121.586323 = -69363.880047
  nChanged 11
		SP:Iteration 10Q (4942.600000 sec): 3 clusters
  Score: Raw -71528.192111 + Penalty 2121.586323 = -69406.605788
  nChanged 7
		SP:Iteration 11Q (4942.600000 sec): 3 clusters
  Score: Raw -71570.600611 + Penalty 2121.586323 = -69449.014288
  nChanged 7
		SP:Iteration 12Q (4942.610000 sec): 3 clusters
  Score: Raw -71585.749966 + Penalty 2121.586323 = -69464.163643
  nChanged 4
		SP:Iteration 13Q (4942.610000 sec): 3 clusters
  Score: Raw -71593.767058 + Penalty 2121.586323 = -69472.180735
  nChanged 4
		SP:Iteration 14Q (4942.610000 sec): 3 clusters
  Score: Raw -71599.996118 + Penalty 2121.586323 = -69478.409795
  nChanged 4
		SP:Iteration 15Q (4942.610000 sec): 3 clusters
  Score: Raw -71607.702901 + Penalty 2121.586323 = -69486.116578
  nChanged 4
		SP:Iteration 16Q (4942.610000 sec): 3 clusters
  Score: Raw -71617.391343 + Penalty 2121.586323 = -69495.805020
  nChanged 5
		SP:Iteration 17Q (4942.610000 sec): 3 clusters
  Score: Raw -71635.699130 + Penalty 2121.586323 = -69514.112806
  nChanged 2
		SP:Iteration 18Q (4942.610000 sec): 3 clusters
  Score: Raw -71638.701644 + Penalty 2121.586323 = -69517.115320
  nChanged 0
		SP:Iteration 19F (4942.610000 sec): 3 clusters
  Score: Raw -71638.701644 + Penalty 2121.586323 = -69517.115320
  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 12.42 GB.

 Trying to split cluster 92 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4942.620000 sec): 2 clusters
  Score: Raw -19185.567986 + Penalty 848.307822 = -18337.260165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4942.620000 sec): 3 clusters
  Score: Raw -19311.421022 + Penalty 1696.615643 = -17614.805379
  nChanged 25
		SP:Iteration 1F (4942.620000 sec): 3 clusters
  Score: Raw -19549.420301 + Penalty 1696.615643 = -17852.804658
  nChanged 12
		SP:Iteration 2F (4942.630000 sec): 3 clusters
  Score: Raw -19599.135274 + Penalty 1696.615643 = -17902.519631
  nChanged 3
		SP:Iteration 3Q (4942.630000 sec): 3 clusters
  Score: Raw -19611.869264 + Penalty 1696.615643 = -17915.253620
  nChanged 3
		SP:Iteration 4Q (4942.630000 sec): 3 clusters
  Score: Raw -19627.428044 + Penalty 1696.615643 = -17930.812400
  nChanged 1
		SP:Iteration 5Q (4942.630000 sec): 3 clusters
  Score: Raw -19631.096983 + Penalty 1696.615643 = -17934.481340
  nChanged 0
		SP:Iteration 6F (4942.630000 sec): 3 clusters
  Score: Raw -19631.096983 + Penalty 1696.615643 = -17934.481340
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 93 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4942.630000 sec): 2 clusters
  Score: Raw -12782.938924 + Penalty 775.236251 = -12007.702673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4942.630000 sec): 3 clusters
  Score: Raw -13043.411895 + Penalty 1550.472503 = -11492.939392
  nChanged 11
		SP:Iteration 1F (4942.630000 sec): 3 clusters
  Score: Raw -13099.474975 + Penalty 1550.472503 = -11549.002472
  nChanged 3
		SP:Iteration 2Q (4942.630000 sec): 3 clusters
  Score: Raw -13123.199815 + Penalty 1550.472503 = -11572.727312
  nChanged 1
		SP:Iteration 3Q (4942.630000 sec): 3 clusters
  Score: Raw -13126.532321 + Penalty 1550.472503 = -11576.059818
  nChanged 0
		SP:Iteration 4F (4942.630000 sec): 3 clusters
  Score: Raw -13126.532321 + Penalty 1550.472503 = -11576.059818
  nChanged 0
Iteration 259Q (4955.160000 sec): 95 clusters
  Score: Raw -156218739.854977 + Penalty 215962.460104 = -156002777.394872
  nChanged 100
Iteration 260F (5069.960000 sec): 95 clusters
  Score: Raw -156218768.359247 + Penalty 215962.460104 = -156002805.899142
  nChanged 104
Iteration 261Q (5082.380000 sec): 95 clusters
  Score: Raw -156218810.979484 + Penalty 215962.460104 = -156002848.519379
  nChanged 100
Iteration 262Q (5094.970000 sec): 95 clusters
  Score: Raw -156218831.864510 + Penalty 215962.460104 = -156002869.404406
  nChanged 93
Iteration 263Q (5107.550000 sec): 95 clusters
  Score: Raw -156218852.826749 + Penalty 215962.460104 = -156002890.366645
  nChanged 102
Iteration 264Q (5119.830000 sec): 95 clusters
  Score: Raw -156218939.961351 + Penalty 215962.460104 = -156002977.501247
  nChanged 100
Iteration 265Q (5132.170000 sec): 95 clusters
  Score: Raw -156218976.552640 + Penalty 215962.460104 = -156003014.092536
  nChanged 86
Iteration 266Q (5144.490000 sec): 95 clusters
  Score: Raw -156219019.904287 + Penalty 215962.460104 = -156003057.444183
  nChanged 77
Iteration 267Q (5156.870000 sec): 95 clusters
  Score: Raw -156219047.567375 + Penalty 215962.460104 = -156003085.107271
  nChanged 80
Iteration 268Q (5169.430000 sec): 95 clusters
  Score: Raw -156219064.659875 + Penalty 215962.460104 = -156003102.199771
  nChanged 72
Iteration 269Q (5182.230000 sec): 95 clusters
  Score: Raw -156219079.847322 + Penalty 215962.460104 = -156003117.387218
  nChanged 65
Iteration 270Q (5194.830000 sec): 95 clusters
  Score: Raw -156219087.085556 + Penalty 215962.460104 = -156003124.625451
  nChanged 54
Iteration 271Q (5207.410000 sec): 95 clusters
  Score: Raw -156219091.983424 + Penalty 215962.460104 = -156003129.523320
  nChanged 63
Iteration 272Q (5220.070000 sec): 95 clusters
  Score: Raw -156219095.880562 + Penalty 215962.460104 = -156003133.420458
  nChanged 63
Iteration 273Q (5232.970000 sec): 95 clusters
  Score: Raw -156219099.562617 + Penalty 215962.460104 = -156003137.102513
  nChanged 45
Iteration 274Q (5245.780000 sec): 95 clusters
  Score: Raw -156219102.406134 + Penalty 215962.460104 = -156003139.946030
  nChanged 50
Iteration 275Q (5258.530000 sec): 95 clusters
  Score: Raw -156219105.502244 + Penalty 215962.460104 = -156003143.042140
  nChanged 49
Iteration 276Q (5271.420000 sec): 95 clusters
  Score: Raw -156219108.313989 + Penalty 215962.460104 = -156003145.853885
  nChanged 43
Iteration 277Q (5284.070000 sec): 95 clusters
  Score: Raw -156219110.458620 + Penalty 215962.460104 = -156003147.998516
  nChanged 50
Iteration 278Q (5296.870000 sec): 95 clusters
  Score: Raw -156219113.748352 + Penalty 215962.460104 = -156003151.288248
  nChanged 50
Iteration 279Q (5309.570000 sec): 95 clusters
  Score: Raw -156219116.473989 + Penalty 215962.460104 = -156003154.013885
  nChanged 52
Iteration 280F (5424.420000 sec): 95 clusters
  Score: Raw -156219120.035557 + Penalty 215962.460104 = -156003157.575453
  nChanged 45
Iteration 281Q (5437.030000 sec): 95 clusters
  Score: Raw -156219127.046843 + Penalty 215962.460104 = -156003164.586739
  nChanged 40
Iteration 282Q (5449.640000 sec): 95 clusters
  Score: Raw -156219137.958500 + Penalty 215962.460104 = -156003175.498396
  nChanged 25
Iteration 283Q (5462.250000 sec): 95 clusters
  Score: Raw -156219147.113963 + Penalty 215962.460104 = -156003184.653859
  nChanged 26
Iteration 284Q (5474.920000 sec): 95 clusters
  Score: Raw -156219158.680517 + Penalty 215962.460104 = -156003196.220413
  nChanged 16
Iteration 285Q (5487.830000 sec): 95 clusters
  Score: Raw -156219169.941603 + Penalty 215962.460104 = -156003207.481499
  nChanged 21
Iteration 286Q (5500.450000 sec): 95 clusters
  Score: Raw -156219184.135346 + Penalty 215962.460104 = -156003221.675241
  nChanged 13
Iteration 287Q (5513.070000 sec): 95 clusters
  Score: Raw -156219193.562445 + Penalty 215962.460104 = -156003231.102341
  nChanged 16
Iteration 288Q (5525.640000 sec): 95 clusters
  Score: Raw -156219200.077299 + Penalty 215962.460104 = -156003237.617195
  nChanged 17
Iteration 289Q (5538.180000 sec): 95 clusters
  Score: Raw -156219218.058815 + Penalty 215962.460104 = -156003255.598710
  nChanged 17
Iteration 290Q (5550.750000 sec): 95 clusters
  Score: Raw -156219219.250744 + Penalty 215962.460104 = -156003256.790640
  nChanged 15
Iteration 291Q (5563.320000 sec): 95 clusters
  Score: Raw -156219220.085237 + Penalty 215962.460104 = -156003257.625133
  nChanged 20
Iteration 292Q (5575.960000 sec): 95 clusters
  Score: Raw -156219220.809241 + Penalty 215962.460104 = -156003258.349137
  nChanged 18
Iteration 293Q (5588.450000 sec): 95 clusters
  Score: Raw -156219221.508002 + Penalty 215962.460104 = -156003259.047897
  nChanged 12
Iteration 294Q (5600.920000 sec): 95 clusters
  Score: Raw -156219221.844874 + Penalty 215962.460104 = -156003259.384769
  nChanged 7
Iteration 295Q (5613.440000 sec): 95 clusters
  Score: Raw -156219222.137048 + Penalty 215962.460104 = -156003259.676944
  nChanged 5
Iteration 296Q (5625.900000 sec): 95 clusters
  Score: Raw -156219222.337173 + Penalty 215962.460104 = -156003259.877069
  nChanged 9
Iteration 297Q (5638.410000 sec): 95 clusters
  Score: Raw -156219222.695728 + Penalty 215962.460104 = -156003260.235624
  nChanged 10
Iteration 298Q (5651.190000 sec): 95 clusters
  Score: Raw -156219223.136238 + Penalty 215962.460104 = -156003260.676134
  nChanged 10
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -156219223.136238 + Penalty 215962.460104 = -156003260.676134
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (1420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5651.410000 sec): 2 clusters
  Score: Raw -148336.177504 + Penalty 1179.491974 = -147156.685530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5651.410000 sec): 3 clusters
  Score: Raw -147784.433847 + Penalty 2358.983949 = -145425.449899
  nChanged 476
		SP:Iteration 1F (5651.420000 sec): 3 clusters
  Score: Raw -148195.997153 + Penalty 2358.983949 = -145837.013204
  nChanged 133
		SP:Iteration 2F (5651.420000 sec): 3 clusters
  Score: Raw -148338.848892 + Penalty 2358.983949 = -145979.864943
  nChanged 71
		SP:Iteration 3Q (5651.420000 sec): 3 clusters
  Score: Raw -148419.834850 + Penalty 2358.983949 = -146060.850901
  nChanged 57
		SP:Iteration 4Q (5651.430000 sec): 3 clusters
  Score: Raw -148485.858131 + Penalty 2358.983949 = -146126.874182
  nChanged 44
		SP:Iteration 5Q (5651.430000 sec): 3 clusters
  Score: Raw -148540.175090 + Penalty 2358.983949 = -146181.191141
  nChanged 46
		SP:Iteration 6Q (5651.430000 sec): 3 clusters
  Score: Raw -148603.036401 + Penalty 2358.983949 = -146244.052452
  nChanged 47
		SP:Iteration 7Q (5651.440000 sec): 3 clusters
  Score: Raw -148662.714436 + Penalty 2358.983949 = -146303.730487
  nChanged 41
		SP:Iteration 8Q (5651.440000 sec): 3 clusters
  Score: Raw -148709.957548 + Penalty 2358.983949 = -146350.973599
  nChanged 42
		SP:Iteration 9Q (5651.440000 sec): 3 clusters
  Score: Raw -148751.965603 + Penalty 2358.983949 = -146392.981654
  nChanged 37
		SP:Iteration 10Q (5651.450000 sec): 3 clusters
  Score: Raw -148788.528088 + Penalty 2358.983949 = -146429.544139
  nChanged 30
		SP:Iteration 11Q (5651.450000 sec): 3 clusters
  Score: Raw -148818.771423 + Penalty 2358.983949 = -146459.787474
  nChanged 23
		SP:Iteration 12Q (5651.450000 sec): 3 clusters
  Score: Raw -148843.165576 + Penalty 2358.983949 = -146484.181627
  nChanged 9
		SP:Iteration 13Q (5651.460000 sec): 3 clusters
  Score: Raw -148850.621304 + Penalty 2358.983949 = -146491.637355
  nChanged 6
		SP:Iteration 14Q (5651.460000 sec): 3 clusters
  Score: Raw -148857.991249 + Penalty 2358.983949 = -146499.007300
  nChanged 9
		SP:Iteration 15Q (5651.460000 sec): 3 clusters
  Score: Raw -148870.858842 + Penalty 2358.983949 = -146511.874893
  nChanged 6
		SP:Iteration 16Q (5651.470000 sec): 3 clusters
  Score: Raw -148878.568968 + Penalty 2358.983949 = -146519.585019
  nChanged 8
		SP:Iteration 17Q (5651.470000 sec): 3 clusters
  Score: Raw -148897.889937 + Penalty 2358.983949 = -146538.905989
  nChanged 12
		SP:Iteration 18Q (5651.470000 sec): 3 clusters
  Score: Raw -148909.593610 + Penalty 2358.983949 = -146550.609661
  nChanged 6
		SP:Iteration 19Q (5651.480000 sec): 3 clusters
  Score: Raw -148914.299529 + Penalty 2358.983949 = -146555.315580
  nChanged 9
		SP:Iteration 20F (5651.480000 sec): 3 clusters
  Score: Raw -148919.432898 + Penalty 2358.983949 = -146560.448949
  nChanged 5
		SP:Iteration 21Q (5651.480000 sec): 3 clusters
  Score: Raw -148925.325646 + Penalty 2358.983949 = -146566.341697
  nChanged 8
		SP:Iteration 22Q (5651.480000 sec): 3 clusters
  Score: Raw -148933.352449 + Penalty 2358.983949 = -146574.368500
  nChanged 1
		SP:Iteration 23Q (5651.490000 sec): 3 clusters
  Score: Raw -148934.926602 + Penalty 2358.983949 = -146575.942653
  nChanged 1
		SP:Iteration 24Q (5651.490000 sec): 3 clusters
  Score: Raw -148936.812555 + Penalty 2358.983949 = -146577.828606
  nChanged 3
		SP:Iteration 25Q (5651.500000 sec): 3 clusters
  Score: Raw -148942.395916 + Penalty 2358.983949 = -146583.411967
  nChanged 5
		SP:Iteration 26Q (5651.500000 sec): 3 clusters
  Score: Raw -148945.853526 + Penalty 2358.983949 = -146586.869577
  nChanged 5
		SP:Iteration 27Q (5651.500000 sec): 3 clusters
  Score: Raw -148951.461687 + Penalty 2358.983949 = -146592.477738
  nChanged 5
		SP:Iteration 28Q (5651.500000 sec): 3 clusters
  Score: Raw -148955.020039 + Penalty 2358.983949 = -146596.036090
  nChanged 3
		SP:Iteration 29Q (5651.510000 sec): 3 clusters
  Score: Raw -148956.623600 + Penalty 2358.983949 = -146597.639651
  nChanged 0
		SP:Iteration 30F (5651.510000 sec): 3 clusters
  Score: Raw -148956.623600 + Penalty 2358.983949 = -146597.639651
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (69621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5651.750000 sec): 2 clusters
  Score: Raw -8201204.756772 + Penalty 1812.008498 = -8199392.748274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5651.930000 sec): 3 clusters
  Score: Raw -8156309.889259 + Penalty 3624.016996 = -8152685.872264
  nChanged 33168
		SP:Iteration 1F (5652.120000 sec): 3 clusters
  Score: Raw -8175157.956938 + Penalty 3624.016996 = -8171533.939942
  nChanged 2248
		SP:Iteration 2Q (5652.300000 sec): 3 clusters
  Score: Raw -8175724.108002 + Penalty 3624.016996 = -8172100.091007
  nChanged 2441
		SP:Iteration 3Q (5652.500000 sec): 3 clusters
  Score: Raw -8176502.980744 + Penalty 3624.016996 = -8172878.963749
  nChanged 2947
		SP:Iteration 4Q (5652.690000 sec): 3 clusters
  Score: Raw -8177693.442840 + Penalty 3624.016996 = -8174069.425844
  nChanged 3684
		SP:Iteration 5F (5652.870000 sec): 3 clusters
  Score: Raw -8179677.754325 + Penalty 3624.016996 = -8176053.737330
  nChanged 4806
		SP:Iteration 6F (5653.060000 sec): 3 clusters
  Score: Raw -8182931.871720 + Penalty 3624.016996 = -8179307.854724
  nChanged 5957
		SP:Iteration 7F (5653.240000 sec): 3 clusters
  Score: Raw -8188021.505147 + Penalty 3624.016996 = -8184397.488151
  nChanged 6125
		SP:Iteration 8F (5653.430000 sec): 3 clusters
  Score: Raw -8193952.890883 + Penalty 3624.016996 = -8190328.873887
  nChanged 4428
		SP:Iteration 9F (5653.610000 sec): 3 clusters
  Score: Raw -8198305.000739 + Penalty 3624.016996 = -8194680.983744
  nChanged 2126
		SP:Iteration 10Q (5653.770000 sec): 3 clusters
  Score: Raw -8200291.499121 + Penalty 3624.016996 = -8196667.482125
  nChanged 759
		SP:Iteration 11Q (5653.920000 sec): 3 clusters
  Score: Raw -8200966.856391 + Penalty 3624.016996 = -8197342.839396
  nChanged 223
		SP:Iteration 12Q (5654.050000 sec): 3 clusters
  Score: Raw -8201186.875236 + Penalty 3624.016996 = -8197562.858241
  nChanged 90
		SP:Iteration 13Q (5654.180000 sec): 3 clusters
  Score: Raw -8201306.627086 + Penalty 3624.016996 = -8197682.610090
  nChanged 37
		SP:Iteration 14Q (5654.310000 sec): 3 clusters
  Score: Raw -8201350.643600 + Penalty 3624.016996 = -8197726.626604
  nChanged 15
		SP:Iteration 15Q (5654.440000 sec): 3 clusters
  Score: Raw -8201374.030415 + Penalty 3624.016996 = -8197750.013419
  nChanged 13
		SP:Iteration 16Q (5654.560000 sec): 3 clusters
  Score: Raw -8201389.210340 + Penalty 3624.016996 = -8197765.193345
  nChanged 7
		SP:Iteration 17Q (5654.690000 sec): 3 clusters
  Score: Raw -8201399.093252 + Penalty 3624.016996 = -8197775.076257
  nChanged 5
		SP:Iteration 18Q (5654.820000 sec): 3 clusters
  Score: Raw -8201409.478060 + Penalty 3624.016996 = -8197785.461065
  nChanged 7
		SP:Iteration 19Q (5654.940000 sec): 3 clusters
  Score: Raw -8201416.407330 + Penalty 3624.016996 = -8197792.390334
  nChanged 4
		SP:Iteration 20F (5655.120000 sec): 3 clusters
  Score: Raw -8201422.487907 + Penalty 3624.016996 = -8197798.470912
  nChanged 3
		SP:Iteration 21Q (5655.250000 sec): 3 clusters
  Score: Raw -8201426.685897 + Penalty 3624.016996 = -8197802.668901
  nChanged 2
		SP:Iteration 22Q (5655.370000 sec): 3 clusters
  Score: Raw -8201427.863572 + Penalty 3624.016996 = -8197803.846576
  nChanged 0
		SP:Iteration 23F (5655.560000 sec): 3 clusters
  Score: Raw -8201427.863572 + Penalty 3624.016996 = -8197803.846576
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (50086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5655.700000 sec): 2 clusters
  Score: Raw -5962330.387512 + Penalty 1758.493231 = -5960571.894281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5655.830000 sec): 3 clusters
  Score: Raw -5930463.693891 + Penalty 3516.986462 = -5926946.707428
  nChanged 23559
		SP:Iteration 1F (5655.970000 sec): 3 clusters
  Score: Raw -5943915.240523 + Penalty 3516.986462 = -5940398.254061
  nChanged 1882
		SP:Iteration 2Q (5656.100000 sec): 3 clusters
  Score: Raw -5944443.663601 + Penalty 3516.986462 = -5940926.677138
  nChanged 2008
		SP:Iteration 3Q (5656.240000 sec): 3 clusters
  Score: Raw -5945112.990472 + Penalty 3516.986462 = -5941596.004009
  nChanged 2252
		SP:Iteration 4Q (5656.380000 sec): 3 clusters
  Score: Raw -5946035.578552 + Penalty 3516.986462 = -5942518.592090
  nChanged 2586
		SP:Iteration 5F (5656.510000 sec): 3 clusters
  Score: Raw -5947267.775839 + Penalty 3516.986462 = -5943750.789377
  nChanged 2842
		SP:Iteration 6F (5656.640000 sec): 3 clusters
  Score: Raw -5948676.330711 + Penalty 3516.986462 = -5945159.344249
  nChanged 2876
		SP:Iteration 7F (5656.780000 sec): 3 clusters
  Score: Raw -5950084.751152 + Penalty 3516.986462 = -5946567.764689
  nChanged 2611
		SP:Iteration 8F (5656.910000 sec): 3 clusters
  Score: Raw -5951272.777976 + Penalty 3516.986462 = -5947755.791514
  nChanged 2335
		SP:Iteration 9Q (5657.040000 sec): 3 clusters
  Score: Raw -5952280.888113 + Penalty 3516.986462 = -5948763.901650
  nChanged 2031
		SP:Iteration 10Q (5657.180000 sec): 3 clusters
  Score: Raw -5953143.003473 + Penalty 3516.986462 = -5949626.017011
  nChanged 1732
		SP:Iteration 11Q (5657.310000 sec): 3 clusters
  Score: Raw -5953909.137104 + Penalty 3516.986462 = -5950392.150642
  nChanged 1526
		SP:Iteration 12Q (5657.450000 sec): 3 clusters
  Score: Raw -5954706.456947 + Penalty 3516.986462 = -5951189.470484
  nChanged 1554
		SP:Iteration 13Q (5657.580000 sec): 3 clusters
  Score: Raw -5955619.591479 + Penalty 3516.986462 = -5952102.605016
  nChanged 1540
		SP:Iteration 14Q (5657.710000 sec): 3 clusters
  Score: Raw -5956675.901593 + Penalty 3516.986462 = -5953158.915131
  nChanged 1490
		SP:Iteration 15Q (5657.840000 sec): 3 clusters
  Score: Raw -5957766.520162 + Penalty 3516.986462 = -5954249.533700
  nChanged 1345
		SP:Iteration 16Q (5657.970000 sec): 3 clusters
  Score: Raw -5958728.193730 + Penalty 3516.986462 = -5955211.207268
  nChanged 1186
		SP:Iteration 17Q (5658.100000 sec): 3 clusters
  Score: Raw -5959527.755788 + Penalty 3516.986462 = -5956010.769326
  nChanged 1004
		SP:Iteration 18Q (5658.210000 sec): 3 clusters
  Score: Raw -5960103.459074 + Penalty 3516.986462 = -5956586.472612
  nChanged 833
		SP:Iteration 19Q (5658.330000 sec): 3 clusters
  Score: Raw -5960527.652835 + Penalty 3516.986462 = -5957010.666373
  nChanged 668
		SP:Iteration 20F (5658.460000 sec): 3 clusters
  Score: Raw -5960827.506439 + Penalty 3516.986462 = -5957310.519977
  nChanged 568
		SP:Iteration 21Q (5658.570000 sec): 3 clusters
  Score: Raw -5961063.335853 + Penalty 3516.986462 = -5957546.349391
  nChanged 507
		SP:Iteration 22Q (5658.670000 sec): 3 clusters
  Score: Raw -5961274.611600 + Penalty 3516.986462 = -5957757.625138
  nChanged 458
		SP:Iteration 23Q (5658.780000 sec): 3 clusters
  Score: Raw -5961481.708030 + Penalty 3516.986462 = -5957964.721568
  nChanged 404
		SP:Iteration 24Q (5658.880000 sec): 3 clusters
  Score: Raw -5961660.880758 + Penalty 3516.986462 = -5958143.894296
  nChanged 352
		SP:Iteration 25Q (5658.980000 sec): 3 clusters
  Score: Raw -5961807.976749 + Penalty 3516.986462 = -5958290.990287
  nChanged 321
		SP:Iteration 26Q (5659.080000 sec): 3 clusters
  Score: Raw -5961948.285878 + Penalty 3516.986462 = -5958431.299415
  nChanged 277
		SP:Iteration 27Q (5659.180000 sec): 3 clusters
  Score: Raw -5962063.734556 + Penalty 3516.986462 = -5958546.748094
  nChanged 206
		SP:Iteration 28Q (5659.280000 sec): 3 clusters
  Score: Raw -5962143.482675 + Penalty 3516.986462 = -5958626.496213
  nChanged 191
		SP:Iteration 29Q (5659.380000 sec): 3 clusters
  Score: Raw -5962216.937795 + Penalty 3516.986462 = -5958699.951333
  nChanged 152
		SP:Iteration 30Q (5659.480000 sec): 3 clusters
  Score: Raw -5962275.900019 + Penalty 3516.986462 = -5958758.913556
  nChanged 127
		SP:Iteration 31Q (5659.570000 sec): 3 clusters
  Score: Raw -5962319.215542 + Penalty 3516.986462 = -5958802.229080
  nChanged 105
		SP:Iteration 32Q (5659.670000 sec): 3 clusters
  Score: Raw -5962355.382955 + Penalty 3516.986462 = -5958838.396493
  nChanged 106
		SP:Iteration 33Q (5659.760000 sec): 3 clusters
  Score: Raw -5962390.506149 + Penalty 3516.986462 = -5958873.519687
  nChanged 87
		SP:Iteration 34Q (5659.860000 sec): 3 clusters
  Score: Raw -5962421.467603 + Penalty 3516.986462 = -5958904.481141
  nChanged 75
		SP:Iteration 35Q (5659.950000 sec): 3 clusters
  Score: Raw -5962448.826858 + Penalty 3516.986462 = -5958931.840396
  nChanged 66
		SP:Iteration 36Q (5660.050000 sec): 3 clusters
  Score: Raw -5962469.527571 + Penalty 3516.986462 = -5958952.541109
  nChanged 56
		SP:Iteration 37Q (5660.140000 sec): 3 clusters
  Score: Raw -5962487.519798 + Penalty 3516.986462 = -5958970.533336
  nChanged 50
		SP:Iteration 38Q (5660.240000 sec): 3 clusters
  Score: Raw -5962501.119345 + Penalty 3516.986462 = -5958984.132883
  nChanged 35
		SP:Iteration 39Q (5660.330000 sec): 3 clusters
  Score: Raw -5962511.643454 + Penalty 3516.986462 = -5958994.656992
  nChanged 38
		SP:Iteration 40F (5660.460000 sec): 3 clusters
  Score: Raw -5962526.698834 + Penalty 3516.986462 = -5959009.712372
  nChanged 36
		SP:Iteration 41Q (5660.550000 sec): 3 clusters
  Score: Raw -5962540.067009 + Penalty 3516.986462 = -5959023.080547
  nChanged 34
		SP:Iteration 42Q (5660.650000 sec): 3 clusters
  Score: Raw -5962551.161295 + Penalty 3516.986462 = -5959034.174832
  nChanged 27
		SP:Iteration 43Q (5660.740000 sec): 3 clusters
  Score: Raw -5962559.569689 + Penalty 3516.986462 = -5959042.583227
  nChanged 24
		SP:Iteration 44Q (5660.840000 sec): 3 clusters
  Score: Raw -5962567.693303 + Penalty 3516.986462 = -5959050.706841
  nChanged 26
		SP:Iteration 45Q (5660.920000 sec): 3 clusters
  Score: Raw -5962575.224864 + Penalty 3516.986462 = -5959058.238402
  nChanged 24
		SP:Iteration 46Q (5661.020000 sec): 3 clusters
  Score: Raw -5962583.369684 + Penalty 3516.986462 = -5959066.383222
  nChanged 19
		SP:Iteration 47Q (5661.110000 sec): 3 clusters
  Score: Raw -5962590.823724 + Penalty 3516.986462 = -5959073.837262
  nChanged 19
		SP:Iteration 48Q (5661.210000 sec): 3 clusters
  Score: Raw -5962596.491975 + Penalty 3516.986462 = -5959079.505513
  nChanged 11
		SP:Iteration 49Q (5661.300000 sec): 3 clusters
  Score: Raw -5962599.567705 + Penalty 3516.986462 = -5959082.581243
  nChanged 14
		SP:Iteration 50Q (5661.400000 sec): 3 clusters
  Score: Raw -5962602.820352 + Penalty 3516.986462 = -5959085.833890
  nChanged 4
		SP:Iteration 51Q (5661.490000 sec): 3 clusters
  Score: Raw -5962603.656732 + Penalty 3516.986462 = -5959086.670270
  nChanged 1
		SP:Iteration 52Q (5661.580000 sec): 3 clusters
  Score: Raw -5962603.908620 + Penalty 3516.986462 = -5959086.922158
  nChanged 2
		SP:Iteration 53Q (5661.680000 sec): 3 clusters
  Score: Raw -5962604.421280 + Penalty 3516.986462 = -5959087.434818
  nChanged 1
		SP:Iteration 54Q (5661.770000 sec): 3 clusters
  Score: Raw -5962604.646745 + Penalty 3516.986462 = -5959087.660283
  nChanged 2
		SP:Iteration 55Q (5661.860000 sec): 3 clusters
  Score: Raw -5962605.556187 + Penalty 3516.986462 = -5959088.569725
  nChanged 2
		SP:Iteration 56Q (5661.960000 sec): 3 clusters
  Score: Raw -5962606.311127 + Penalty 3516.986462 = -5959089.324664
  nChanged 4
		SP:Iteration 57Q (5662.050000 sec): 3 clusters
  Score: Raw -5962607.730828 + Penalty 3516.986462 = -5959090.744366
  nChanged 4
		SP:Iteration 58Q (5662.140000 sec): 3 clusters
  Score: Raw -5962608.906007 + Penalty 3516.986462 = -5959091.919545
  nChanged 2
		SP:Iteration 59Q (5662.230000 sec): 3 clusters
  Score: Raw -5962609.310072 + Penalty 3516.986462 = -5959092.323609
  nChanged 1
		SP:Iteration 60F (5662.370000 sec): 3 clusters
  Score: Raw -5962609.499828 + Penalty 3516.986462 = -5959092.513366
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (13811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5662.430000 sec): 2 clusters
  Score: Raw -1508514.552912 + Penalty 1549.148356 = -1506965.404556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5662.460000 sec): 3 clusters
  Score: Raw -1500609.584662 + Penalty 3098.296713 = -1497511.287949
  nChanged 6003
		SP:Iteration 1F (5662.500000 sec): 3 clusters
  Score: Raw -1504225.094979 + Penalty 3098.296713 = -1501126.798266
  nChanged 911
		SP:Iteration 2F (5662.540000 sec): 3 clusters
  Score: Raw -1504698.343237 + Penalty 3098.296713 = -1501600.046525
  nChanged 828
		SP:Iteration 3F (5662.570000 sec): 3 clusters
  Score: Raw -1505093.708596 + Penalty 3098.296713 = -1501995.411883
  nChanged 697
		SP:Iteration 4F (5662.600000 sec): 3 clusters
  Score: Raw -1505434.874723 + Penalty 3098.296713 = -1502336.578010
  nChanged 641
		SP:Iteration 5Q (5662.640000 sec): 3 clusters
  Score: Raw -1505762.894875 + Penalty 3098.296713 = -1502664.598163
  nChanged 588
		SP:Iteration 6Q (5662.680000 sec): 3 clusters
  Score: Raw -1506073.211656 + Penalty 3098.296713 = -1502974.914943
  nChanged 556
		SP:Iteration 7Q (5662.710000 sec): 3 clusters
  Score: Raw -1506370.422211 + Penalty 3098.296713 = -1503272.125498
  nChanged 523
		SP:Iteration 8Q (5662.750000 sec): 3 clusters
  Score: Raw -1506634.694281 + Penalty 3098.296713 = -1503536.397568
  nChanged 479
		SP:Iteration 9Q (5662.780000 sec): 3 clusters
  Score: Raw -1506860.003679 + Penalty 3098.296713 = -1503761.706967
  nChanged 400
		SP:Iteration 10Q (5662.820000 sec): 3 clusters
  Score: Raw -1507039.595192 + Penalty 3098.296713 = -1503941.298479
  nChanged 370
		SP:Iteration 11Q (5662.850000 sec): 3 clusters
  Score: Raw -1507191.155878 + Penalty 3098.296713 = -1504092.859165
  nChanged 280
		SP:Iteration 12Q (5662.890000 sec): 3 clusters
  Score: Raw -1507294.496469 + Penalty 3098.296713 = -1504196.199756
  nChanged 238
		SP:Iteration 13Q (5662.920000 sec): 3 clusters
  Score: Raw -1507365.780563 + Penalty 3098.296713 = -1504267.483850
  nChanged 192
		SP:Iteration 14Q (5662.960000 sec): 3 clusters
  Score: Raw -1507419.132812 + Penalty 3098.296713 = -1504320.836099
  nChanged 160
		SP:Iteration 15Q (5662.990000 sec): 3 clusters
  Score: Raw -1507458.570137 + Penalty 3098.296713 = -1504360.273424
  nChanged 129
		SP:Iteration 16Q (5663.020000 sec): 3 clusters
  Score: Raw -1507491.546153 + Penalty 3098.296713 = -1504393.249440
  nChanged 120
		SP:Iteration 17Q (5663.060000 sec): 3 clusters
  Score: Raw -1507514.658026 + Penalty 3098.296713 = -1504416.361314
  nChanged 101
		SP:Iteration 18Q (5663.090000 sec): 3 clusters
  Score: Raw -1507533.324386 + Penalty 3098.296713 = -1504435.027673
  nChanged 66
		SP:Iteration 19Q (5663.130000 sec): 3 clusters
  Score: Raw -1507544.391410 + Penalty 3098.296713 = -1504446.094697
  nChanged 61
		SP:Iteration 20F (5663.160000 sec): 3 clusters
  Score: Raw -1507553.415313 + Penalty 3098.296713 = -1504455.118600
  nChanged 63
		SP:Iteration 21Q (5663.200000 sec): 3 clusters
  Score: Raw -1507562.952460 + Penalty 3098.296713 = -1504464.655747
  nChanged 63
		SP:Iteration 22Q (5663.230000 sec): 3 clusters
  Score: Raw -1507574.596701 + Penalty 3098.296713 = -1504476.299988
  nChanged 64
		SP:Iteration 23Q (5663.260000 sec): 3 clusters
  Score: Raw -1507587.302084 + Penalty 3098.296713 = -1504489.005371
  nChanged 64
		SP:Iteration 24Q (5663.300000 sec): 3 clusters
  Score: Raw -1507600.764066 + Penalty 3098.296713 = -1504502.467353
  nChanged 75
		SP:Iteration 25Q (5663.330000 sec): 3 clusters
  Score: Raw -1507617.922697 + Penalty 3098.296713 = -1504519.625984
  nChanged 84
		SP:Iteration 26Q (5663.370000 sec): 3 clusters
  Score: Raw -1507634.276355 + Penalty 3098.296713 = -1504535.979642
  nChanged 79
		SP:Iteration 27Q (5663.400000 sec): 3 clusters
  Score: Raw -1507650.461655 + Penalty 3098.296713 = -1504552.164942
  nChanged 72
		SP:Iteration 28Q (5663.440000 sec): 3 clusters
  Score: Raw -1507662.489170 + Penalty 3098.296713 = -1504564.192457
  nChanged 66
		SP:Iteration 29Q (5663.470000 sec): 3 clusters
  Score: Raw -1507672.447348 + Penalty 3098.296713 = -1504574.150635
  nChanged 50
		SP:Iteration 30Q (5663.500000 sec): 3 clusters
  Score: Raw -1507678.856398 + Penalty 3098.296713 = -1504580.559685
  nChanged 39
		SP:Iteration 31Q (5663.540000 sec): 3 clusters
  Score: Raw -1507683.715301 + Penalty 3098.296713 = -1504585.418588
  nChanged 34
		SP:Iteration 32Q (5663.570000 sec): 3 clusters
  Score: Raw -1507687.693852 + Penalty 3098.296713 = -1504589.397139
  nChanged 36
		SP:Iteration 33Q (5663.600000 sec): 3 clusters
  Score: Raw -1507692.534735 + Penalty 3098.296713 = -1504594.238022
  nChanged 42
		SP:Iteration 34Q (5663.640000 sec): 3 clusters
  Score: Raw -1507698.569461 + Penalty 3098.296713 = -1504600.272748
  nChanged 39
		SP:Iteration 35Q (5663.670000 sec): 3 clusters
  Score: Raw -1507704.404888 + Penalty 3098.296713 = -1504606.108175
  nChanged 35
		SP:Iteration 36Q (5663.700000 sec): 3 clusters
  Score: Raw -1507709.021919 + Penalty 3098.296713 = -1504610.725206
  nChanged 33
		SP:Iteration 37Q (5663.740000 sec): 3 clusters
  Score: Raw -1507712.641278 + Penalty 3098.296713 = -1504614.344565
  nChanged 23
		SP:Iteration 38Q (5663.770000 sec): 3 clusters
  Score: Raw -1507715.580604 + Penalty 3098.296713 = -1504617.283891
  nChanged 25
		SP:Iteration 39Q (5663.800000 sec): 3 clusters
  Score: Raw -1507719.183377 + Penalty 3098.296713 = -1504620.886664
  nChanged 30
		SP:Iteration 40F (5663.840000 sec): 3 clusters
  Score: Raw -1507723.215173 + Penalty 3098.296713 = -1504624.918460
  nChanged 34
		SP:Iteration 41Q (5663.880000 sec): 3 clusters
  Score: Raw -1507727.152200 + Penalty 3098.296713 = -1504628.855488
  nChanged 28
		SP:Iteration 42Q (5663.910000 sec): 3 clusters
  Score: Raw -1507730.022420 + Penalty 3098.296713 = -1504631.725707
  nChanged 27
		SP:Iteration 43Q (5663.940000 sec): 3 clusters
  Score: Raw -1507732.963296 + Penalty 3098.296713 = -1504634.666583
  nChanged 26
		SP:Iteration 44Q (5663.980000 sec): 3 clusters
  Score: Raw -1507735.181085 + Penalty 3098.296713 = -1504636.884372
  nChanged 23
		SP:Iteration 45Q (5664.010000 sec): 3 clusters
  Score: Raw -1507737.475030 + Penalty 3098.296713 = -1504639.178317
  nChanged 21
		SP:Iteration 46Q (5664.040000 sec): 3 clusters
  Score: Raw -1507739.647167 + Penalty 3098.296713 = -1504641.350455
  nChanged 22
		SP:Iteration 47Q (5664.080000 sec): 3 clusters
  Score: Raw -1507741.219866 + Penalty 3098.296713 = -1504642.923153
  nChanged 14
		SP:Iteration 48Q (5664.110000 sec): 3 clusters
  Score: Raw -1507742.618247 + Penalty 3098.296713 = -1504644.321534
  nChanged 12
		SP:Iteration 49Q (5664.140000 sec): 3 clusters
  Score: Raw -1507743.858495 + Penalty 3098.296713 = -1504645.561782
  nChanged 16
		SP:Iteration 50Q (5664.180000 sec): 3 clusters
  Score: Raw -1507745.264952 + Penalty 3098.296713 = -1504646.968239
  nChanged 16
		SP:Iteration 51Q (5664.210000 sec): 3 clusters
  Score: Raw -1507746.755323 + Penalty 3098.296713 = -1504648.458610
  nChanged 13
		SP:Iteration 52Q (5664.240000 sec): 3 clusters
  Score: Raw -1507747.701344 + Penalty 3098.296713 = -1504649.404632
  nChanged 10
		SP:Iteration 53Q (5664.280000 sec): 3 clusters
  Score: Raw -1507748.604915 + Penalty 3098.296713 = -1504650.308202
  nChanged 6
		SP:Iteration 54Q (5664.310000 sec): 3 clusters
  Score: Raw -1507749.261310 + Penalty 3098.296713 = -1504650.964597
  nChanged 8
		SP:Iteration 55Q (5664.340000 sec): 3 clusters
  Score: Raw -1507749.927751 + Penalty 3098.296713 = -1504651.631038
  nChanged 6
		SP:Iteration 56Q (5664.380000 sec): 3 clusters
  Score: Raw -1507750.350692 + Penalty 3098.296713 = -1504652.053979
  nChanged 9
		SP:Iteration 57Q (5664.410000 sec): 3 clusters
  Score: Raw -1507751.234245 + Penalty 3098.296713 = -1504652.937532
  nChanged 10
		SP:Iteration 58Q (5664.440000 sec): 3 clusters
  Score: Raw -1507752.076140 + Penalty 3098.296713 = -1504653.779427
  nChanged 8
		SP:Iteration 59Q (5664.480000 sec): 3 clusters
  Score: Raw -1507752.477887 + Penalty 3098.296713 = -1504654.181174
  nChanged 5
		SP:Iteration 60F (5664.520000 sec): 3 clusters
  Score: Raw -1507752.684439 + Penalty 3098.296713 = -1504654.387726
  nChanged 3
		SP:Iteration 61Q (5664.550000 sec): 3 clusters
  Score: Raw -1507752.976584 + Penalty 3098.296713 = -1504654.679871
  nChanged 8
		SP:Iteration 62Q (5664.580000 sec): 3 clusters
  Score: Raw -1507753.649989 + Penalty 3098.296713 = -1504655.353276
  nChanged 10
		SP:Iteration 63Q (5664.620000 sec): 3 clusters
  Score: Raw -1507754.593144 + Penalty 3098.296713 = -1504656.296431
  nChanged 10
		SP:Iteration 64Q (5664.650000 sec): 3 clusters
  Score: Raw -1507755.390762 + Penalty 3098.296713 = -1504657.094049
  nChanged 7
		SP:Iteration 65Q (5664.680000 sec): 3 clusters
  Score: Raw -1507755.928602 + Penalty 3098.296713 = -1504657.631889
  nChanged 6
		SP:Iteration 66Q (5664.720000 sec): 3 clusters
  Score: Raw -1507756.361337 + Penalty 3098.296713 = -1504658.064624
  nChanged 7
		SP:Iteration 67Q (5664.750000 sec): 3 clusters
  Score: Raw -1507757.025483 + Penalty 3098.296713 = -1504658.728770
  nChanged 8
		SP:Iteration 68Q (5664.780000 sec): 3 clusters
  Score: Raw -1507757.590036 + Penalty 3098.296713 = -1504659.293323
  nChanged 9
		SP:Iteration 69Q (5664.820000 sec): 3 clusters
  Score: Raw -1507758.283468 + Penalty 3098.296713 = -1504659.986755
  nChanged 6
		SP:Iteration 70Q (5664.850000 sec): 3 clusters
  Score: Raw -1507758.732903 + Penalty 3098.296713 = -1504660.436190
  nChanged 7
		SP:Iteration 71Q (5664.890000 sec): 3 clusters
  Score: Raw -1507759.036427 + Penalty 3098.296713 = -1504660.739714
  nChanged 3
		SP:Iteration 72Q (5664.920000 sec): 3 clusters
  Score: Raw -1507759.260944 + Penalty 3098.296713 = -1504660.964231
  nChanged 4
		SP:Iteration 73Q (5664.960000 sec): 3 clusters
  Score: Raw -1507759.649446 + Penalty 3098.296713 = -1504661.352733
  nChanged 4
		SP:Iteration 74Q (5664.990000 sec): 3 clusters
  Score: Raw -1507759.910730 + Penalty 3098.296713 = -1504661.614017
  nChanged 4
		SP:Iteration 75Q (5665.020000 sec): 3 clusters
  Score: Raw -1507760.122704 + Penalty 3098.296713 = -1504661.825991
  nChanged 5
		SP:Iteration 76Q (5665.060000 sec): 3 clusters
  Score: Raw -1507760.398048 + Penalty 3098.296713 = -1504662.101335
  nChanged 3
		SP:Iteration 77Q (5665.090000 sec): 3 clusters
  Score: Raw -1507760.549688 + Penalty 3098.296713 = -1504662.252975
  nChanged 2
		SP:Iteration 78Q (5665.120000 sec): 3 clusters
  Score: Raw -1507760.702622 + Penalty 3098.296713 = -1504662.405909
  nChanged 3
		SP:Iteration 79Q (5665.150000 sec): 3 clusters
  Score: Raw -1507760.893695 + Penalty 3098.296713 = -1504662.596982
  nChanged 3
		SP:Iteration 80F (5665.190000 sec): 3 clusters
  Score: Raw -1507761.098256 + Penalty 3098.296713 = -1504662.801543
  nChanged 6
		SP:Iteration 81Q (5665.220000 sec): 3 clusters
  Score: Raw -1507761.607703 + Penalty 3098.296713 = -1504663.310990
  nChanged 9
		SP:Iteration 82Q (5665.260000 sec): 3 clusters
  Score: Raw -1507762.549104 + Penalty 3098.296713 = -1504664.252391
  nChanged 13
		SP:Iteration 83Q (5665.290000 sec): 3 clusters
  Score: Raw -1507763.631495 + Penalty 3098.296713 = -1504665.334782
  nChanged 11
		SP:Iteration 84Q (5665.320000 sec): 3 clusters
  Score: Raw -1507765.196021 + Penalty 3098.296713 = -1504666.899308
  nChanged 20
		SP:Iteration 85Q (5665.360000 sec): 3 clusters
  Score: Raw -1507767.461905 + Penalty 3098.296713 = -1504669.165192
  nChanged 22
		SP:Iteration 86Q (5665.390000 sec): 3 clusters
  Score: Raw -1507770.269934 + Penalty 3098.296713 = -1504671.973221
  nChanged 24
		SP:Iteration 87Q (5665.420000 sec): 3 clusters
  Score: Raw -1507773.891450 + Penalty 3098.296713 = -1504675.594737
  nChanged 26
		SP:Iteration 88Q (5665.460000 sec): 3 clusters
  Score: Raw -1507777.007102 + Penalty 3098.296713 = -1504678.710389
  nChanged 26
		SP:Iteration 89Q (5665.490000 sec): 3 clusters
  Score: Raw -1507780.427583 + Penalty 3098.296713 = -1504682.130870
  nChanged 27
		SP:Iteration 90Q (5665.520000 sec): 3 clusters
  Score: Raw -1507783.277234 + Penalty 3098.296713 = -1504684.980521
  nChanged 19
		SP:Iteration 91Q (5665.560000 sec): 3 clusters
  Score: Raw -1507784.911871 + Penalty 3098.296713 = -1504686.615158
  nChanged 14
		SP:Iteration 92Q (5665.590000 sec): 3 clusters
  Score: Raw -1507786.335522 + Penalty 3098.296713 = -1504688.038810
  nChanged 14
		SP:Iteration 93Q (5665.620000 sec): 3 clusters
  Score: Raw -1507787.490556 + Penalty 3098.296713 = -1504689.193843
  nChanged 12
		SP:Iteration 94Q (5665.650000 sec): 3 clusters
  Score: Raw -1507788.724790 + Penalty 3098.296713 = -1504690.428077
  nChanged 16
		SP:Iteration 95Q (5665.690000 sec): 3 clusters
  Score: Raw -1507790.373646 + Penalty 3098.296713 = -1504692.076933
  nChanged 15
		SP:Iteration 96Q (5665.720000 sec): 3 clusters
  Score: Raw -1507791.762430 + Penalty 3098.296713 = -1504693.465717
  nChanged 13
		SP:Iteration 97Q (5665.750000 sec): 3 clusters
  Score: Raw -1507792.663762 + Penalty 3098.296713 = -1504694.367049
  nChanged 7
		SP:Iteration 98Q (5665.790000 sec): 3 clusters
  Score: Raw -1507793.051804 + Penalty 3098.296713 = -1504694.755091
  nChanged 7
		SP:Iteration 99Q (5665.820000 sec): 3 clusters
  Score: Raw -1507793.889282 + Penalty 3098.296713 = -1504695.592569
  nChanged 12
		SP:Iteration 100F (5665.860000 sec): 3 clusters
  Score: Raw -1507794.927742 + Penalty 3098.296713 = -1504696.631029
  nChanged 9
		SP:Iteration 101Q (5665.890000 sec): 3 clusters
  Score: Raw -1507795.612015 + Penalty 3098.296713 = -1504697.315302
  nChanged 6
		SP:Iteration 102Q (5665.920000 sec): 3 clusters
  Score: Raw -1507796.049765 + Penalty 3098.296713 = -1504697.753052
  nChanged 3
		SP:Iteration 103Q (5665.950000 sec): 3 clusters
  Score: Raw -1507796.227860 + Penalty 3098.296713 = -1504697.931147
  nChanged 2
		SP:Iteration 104Q (5665.990000 sec): 3 clusters
  Score: Raw -1507796.444674 + Penalty 3098.296713 = -1504698.147961
  nChanged 6
		SP:Iteration 105Q (5666.020000 sec): 3 clusters
  Score: Raw -1507797.041411 + Penalty 3098.296713 = -1504698.744698
  nChanged 4
		SP:Iteration 106Q (5666.050000 sec): 3 clusters
  Score: Raw -1507797.413509 + Penalty 3098.296713 = -1504699.116796
  nChanged 4
		SP:Iteration 107Q (5666.080000 sec): 3 clusters
  Score: Raw -1507797.703467 + Penalty 3098.296713 = -1504699.406754
  nChanged 5
		SP:Iteration 108Q (5666.120000 sec): 3 clusters
  Score: Raw -1507798.018483 + Penalty 3098.296713 = -1504699.721770
  nChanged 1
		SP:Iteration 109Q (5666.150000 sec): 3 clusters
  Score: Raw -1507798.057011 + Penalty 3098.296713 = -1504699.760298
  nChanged 0
		SP:Iteration 110F (5666.190000 sec): 3 clusters
  Score: Raw -1507798.057011 + Penalty 3098.296713 = -1504699.760298
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5666.200000 sec): 2 clusters
  Score: Raw -46356.416867 + Penalty 994.905082 = -45361.511786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5666.200000 sec): 3 clusters
  Score: Raw -46309.822999 + Penalty 1989.810163 = -44320.012836
  nChanged 116
		SP:Iteration 1F (5666.200000 sec): 3 clusters
  Score: Raw -46497.900755 + Penalty 1989.810163 = -44508.090592
  nChanged 23
		SP:Iteration 2F (5666.200000 sec): 3 clusters
  Score: Raw -46548.613268 + Penalty 1989.810163 = -44558.803105
  nChanged 12
		SP:Iteration 3Q (5666.200000 sec): 3 clusters
  Score: Raw -46568.582803 + Penalty 1989.810163 = -44578.772640
  nChanged 8
		SP:Iteration 4Q (5666.200000 sec): 3 clusters
  Score: Raw -46588.986279 + Penalty 1989.810163 = -44599.176116
  nChanged 7
		SP:Iteration 5Q (5666.200000 sec): 3 clusters
  Score: Raw -46597.495313 + Penalty 1989.810163 = -44607.685150
  nChanged 6
		SP:Iteration 6Q (5666.210000 sec): 3 clusters
  Score: Raw -46607.599089 + Penalty 1989.810163 = -44617.788926
  nChanged 4
		SP:Iteration 7Q (5666.210000 sec): 3 clusters
  Score: Raw -46613.412779 + Penalty 1989.810163 = -44623.602616
  nChanged 3
		SP:Iteration 8Q (5666.210000 sec): 3 clusters
  Score: Raw -46620.375871 + Penalty 1989.810163 = -44630.565708
  nChanged 2
		SP:Iteration 9Q (5666.210000 sec): 3 clusters
  Score: Raw -46623.226921 + Penalty 1989.810163 = -44633.416758
  nChanged 1
		SP:Iteration 10Q (5666.210000 sec): 3 clusters
  Score: Raw -46625.194990 + Penalty 1989.810163 = -44635.384827
  nChanged 2
		SP:Iteration 11Q (5666.210000 sec): 3 clusters
  Score: Raw -46628.214144 + Penalty 1989.810163 = -44638.403981
  nChanged 0
		SP:Iteration 12F (5666.210000 sec): 3 clusters
  Score: Raw -46628.214144 + Penalty 1989.810163 = -44638.403981
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 6 (1391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5666.220000 sec): 2 clusters
  Score: Raw -159254.570134 + Penalty 1176.138956 = -158078.431178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5666.220000 sec): 3 clusters
  Score: Raw -158729.205445 + Penalty 2352.277912 = -156376.927532
  nChanged 441
		SP:Iteration 1F (5666.230000 sec): 3 clusters
  Score: Raw -159059.004568 + Penalty 2352.277912 = -156706.726655
  nChanged 114
		SP:Iteration 2F (5666.230000 sec): 3 clusters
  Score: Raw -159137.904090 + Penalty 2352.277912 = -156785.626177
  nChanged 49
		SP:Iteration 3Q (5666.230000 sec): 3 clusters
  Score: Raw -159171.630336 + Penalty 2352.277912 = -156819.352424
  nChanged 34
		SP:Iteration 4Q (5666.240000 sec): 3 clusters
  Score: Raw -159199.246035 + Penalty 2352.277912 = -156846.968123
  nChanged 34
		SP:Iteration 5Q (5666.240000 sec): 3 clusters
  Score: Raw -159230.298115 + Penalty 2352.277912 = -156878.020202
  nChanged 30
		SP:Iteration 6Q (5666.240000 sec): 3 clusters
  Score: Raw -159252.874858 + Penalty 2352.277912 = -156900.596946
  nChanged 18
		SP:Iteration 7Q (5666.250000 sec): 3 clusters
  Score: Raw -159267.776322 + Penalty 2352.277912 = -156915.498409
  nChanged 16
		SP:Iteration 8Q (5666.250000 sec): 3 clusters
  Score: Raw -159280.513298 + Penalty 2352.277912 = -156928.235385
  nChanged 13
		SP:Iteration 9Q (5666.260000 sec): 3 clusters
  Score: Raw -159289.585495 + Penalty 2352.277912 = -156937.307583
  nChanged 8
		SP:Iteration 10Q (5666.260000 sec): 3 clusters
  Score: Raw -159293.848150 + Penalty 2352.277912 = -156941.570238
  nChanged 6
		SP:Iteration 11Q (5666.260000 sec): 3 clusters
  Score: Raw -159297.829060 + Penalty 2352.277912 = -156945.551147
  nChanged 6
		SP:Iteration 12Q (5666.260000 sec): 3 clusters
  Score: Raw -159303.962358 + Penalty 2352.277912 = -156951.684446
  nChanged 4
		SP:Iteration 13Q (5666.270000 sec): 3 clusters
  Score: Raw -159306.306391 + Penalty 2352.277912 = -156954.028479
  nChanged 2
		SP:Iteration 14Q (5666.270000 sec): 3 clusters
  Score: Raw -159306.862631 + Penalty 2352.277912 = -156954.584718
  nChanged 2
		SP:Iteration 15Q (5666.280000 sec): 3 clusters
  Score: Raw -159307.508307 + Penalty 2352.277912 = -156955.230394
  nChanged 0
		SP:Iteration 16F (5666.280000 sec): 3 clusters
  Score: Raw -159307.508307 + Penalty 2352.277912 = -156955.230394
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (19291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5666.340000 sec): 2 clusters
  Score: Raw -2294668.658611 + Penalty 1603.451516 = -2293065.207095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5666.390000 sec): 3 clusters
  Score: Raw -2283113.602688 + Penalty 3206.903032 = -2279906.699656
  nChanged 8682
		SP:Iteration 1F (5666.440000 sec): 3 clusters
  Score: Raw -2287914.337439 + Penalty 3206.903032 = -2284707.434407
  nChanged 1042
		SP:Iteration 2F (5666.490000 sec): 3 clusters
  Score: Raw -2288350.045824 + Penalty 3206.903032 = -2285143.142792
  nChanged 1099
		SP:Iteration 3F (5666.540000 sec): 3 clusters
  Score: Raw -2288871.361407 + Penalty 3206.903032 = -2285664.458375
  nChanged 1160
		SP:Iteration 4F (5666.590000 sec): 3 clusters
  Score: Raw -2289501.147247 + Penalty 3206.903032 = -2286294.244215
  nChanged 1190
		SP:Iteration 5F (5666.640000 sec): 3 clusters
  Score: Raw -2290237.749320 + Penalty 3206.903032 = -2287030.846288
  nChanged 1261
		SP:Iteration 6F (5666.690000 sec): 3 clusters
  Score: Raw -2291131.894939 + Penalty 3206.903032 = -2287924.991907
  nChanged 1128
		SP:Iteration 7F (5666.740000 sec): 3 clusters
  Score: Raw -2291978.845333 + Penalty 3206.903032 = -2288771.942301
  nChanged 946
		SP:Iteration 8Q (5666.780000 sec): 3 clusters
  Score: Raw -2292715.850166 + Penalty 3206.903032 = -2289508.947134
  nChanged 752
		SP:Iteration 9Q (5666.840000 sec): 3 clusters
  Score: Raw -2293332.016050 + Penalty 3206.903032 = -2290125.113018
  nChanged 584
		SP:Iteration 10Q (5666.880000 sec): 3 clusters
  Score: Raw -2293758.732845 + Penalty 3206.903032 = -2290551.829813
  nChanged 399
		SP:Iteration 11Q (5666.930000 sec): 3 clusters
  Score: Raw -2293981.239488 + Penalty 3206.903032 = -2290774.336456
  nChanged 248
		SP:Iteration 12Q (5666.970000 sec): 3 clusters
  Score: Raw -2294105.702383 + Penalty 3206.903032 = -2290898.799351
  nChanged 190
		SP:Iteration 13Q (5667.020000 sec): 3 clusters
  Score: Raw -2294191.120135 + Penalty 3206.903032 = -2290984.217103
  nChanged 167
		SP:Iteration 14Q (5667.060000 sec): 3 clusters
  Score: Raw -2294268.069608 + Penalty 3206.903032 = -2291061.166576
  nChanged 160
		SP:Iteration 15Q (5667.100000 sec): 3 clusters
  Score: Raw -2294353.819897 + Penalty 3206.903032 = -2291146.916865
  nChanged 143
		SP:Iteration 16Q (5667.140000 sec): 3 clusters
  Score: Raw -2294424.555043 + Penalty 3206.903032 = -2291217.652011
  nChanged 122
		SP:Iteration 17Q (5667.180000 sec): 3 clusters
  Score: Raw -2294472.090513 + Penalty 3206.903032 = -2291265.187481
  nChanged 94
		SP:Iteration 18Q (5667.220000 sec): 3 clusters
  Score: Raw -2294511.882329 + Penalty 3206.903032 = -2291304.979297
  nChanged 92
		SP:Iteration 19Q (5667.260000 sec): 3 clusters
  Score: Raw -2294553.484747 + Penalty 3206.903032 = -2291346.581715
  nChanged 87
		SP:Iteration 20F (5667.320000 sec): 3 clusters
  Score: Raw -2294592.369627 + Penalty 3206.903032 = -2291385.466595
  nChanged 77
		SP:Iteration 21Q (5667.360000 sec): 3 clusters
  Score: Raw -2294622.460731 + Penalty 3206.903032 = -2291415.557699
  nChanged 73
		SP:Iteration 22Q (5667.400000 sec): 3 clusters
  Score: Raw -2294650.575671 + Penalty 3206.903032 = -2291443.672639
  nChanged 74
		SP:Iteration 23Q (5667.440000 sec): 3 clusters
  Score: Raw -2294679.713191 + Penalty 3206.903032 = -2291472.810159
  nChanged 61
		SP:Iteration 24Q (5667.470000 sec): 3 clusters
  Score: Raw -2294700.632141 + Penalty 3206.903032 = -2291493.729109
  nChanged 47
		SP:Iteration 25Q (5667.510000 sec): 3 clusters
  Score: Raw -2294715.387377 + Penalty 3206.903032 = -2291508.484345
  nChanged 47
		SP:Iteration 26Q (5667.550000 sec): 3 clusters
  Score: Raw -2294728.240209 + Penalty 3206.903032 = -2291521.337177
  nChanged 36
		SP:Iteration 27Q (5667.590000 sec): 3 clusters
  Score: Raw -2294737.606888 + Penalty 3206.903032 = -2291530.703856
  nChanged 37
		SP:Iteration 28Q (5667.630000 sec): 3 clusters
  Score: Raw -2294748.804039 + Penalty 3206.903032 = -2291541.901007
  nChanged 29
		SP:Iteration 29Q (5667.670000 sec): 3 clusters
  Score: Raw -2294758.878568 + Penalty 3206.903032 = -2291551.975536
  nChanged 32
		SP:Iteration 30Q (5667.710000 sec): 3 clusters
  Score: Raw -2294769.764374 + Penalty 3206.903032 = -2291562.861342
  nChanged 28
		SP:Iteration 31Q (5667.740000 sec): 3 clusters
  Score: Raw -2294778.355758 + Penalty 3206.903032 = -2291571.452725
  nChanged 19
		SP:Iteration 32Q (5667.780000 sec): 3 clusters
  Score: Raw -2294783.833873 + Penalty 3206.903032 = -2291576.930841
  nChanged 27
		SP:Iteration 33Q (5667.820000 sec): 3 clusters
  Score: Raw -2294792.212975 + Penalty 3206.903032 = -2291585.309943
  nChanged 22
		SP:Iteration 34Q (5667.860000 sec): 3 clusters
  Score: Raw -2294798.624634 + Penalty 3206.903032 = -2291591.721602
  nChanged 17
		SP:Iteration 35Q (5667.900000 sec): 3 clusters
  Score: Raw -2294803.591259 + Penalty 3206.903032 = -2291596.688227
  nChanged 20
		SP:Iteration 36Q (5667.940000 sec): 3 clusters
  Score: Raw -2294810.214404 + Penalty 3206.903032 = -2291603.311372
  nChanged 24
		SP:Iteration 37Q (5667.980000 sec): 3 clusters
  Score: Raw -2294817.898436 + Penalty 3206.903032 = -2291610.995404
  nChanged 22
		SP:Iteration 38Q (5668.010000 sec): 3 clusters
  Score: Raw -2294824.514130 + Penalty 3206.903032 = -2291617.611098
  nChanged 16
		SP:Iteration 39Q (5668.050000 sec): 3 clusters
  Score: Raw -2294830.266804 + Penalty 3206.903032 = -2291623.363771
  nChanged 12
		SP:Iteration 40F (5668.100000 sec): 3 clusters
  Score: Raw -2294833.451452 + Penalty 3206.903032 = -2291626.548420
  nChanged 11
		SP:Iteration 41Q (5668.140000 sec): 3 clusters
  Score: Raw -2294836.508632 + Penalty 3206.903032 = -2291629.605600
  nChanged 12
		SP:Iteration 42Q (5668.170000 sec): 3 clusters
  Score: Raw -2294839.071405 + Penalty 3206.903032 = -2291632.168373
  nChanged 15
		SP:Iteration 43Q (5668.210000 sec): 3 clusters
  Score: Raw -2294841.890404 + Penalty 3206.903032 = -2291634.987372
  nChanged 10
		SP:Iteration 44Q (5668.250000 sec): 3 clusters
  Score: Raw -2294844.237950 + Penalty 3206.903032 = -2291637.334918
  nChanged 10
		SP:Iteration 45Q (5668.280000 sec): 3 clusters
  Score: Raw -2294845.915905 + Penalty 3206.903032 = -2291639.012873
  nChanged 3
		SP:Iteration 46Q (5668.320000 sec): 3 clusters
  Score: Raw -2294846.298107 + Penalty 3206.903032 = -2291639.395075
  nChanged 3
		SP:Iteration 47Q (5668.360000 sec): 3 clusters
  Score: Raw -2294846.841377 + Penalty 3206.903032 = -2291639.938345
  nChanged 4
		SP:Iteration 48Q (5668.400000 sec): 3 clusters
  Score: Raw -2294847.524973 + Penalty 3206.903032 = -2291640.621941
  nChanged 1
		SP:Iteration 49Q (5668.440000 sec): 3 clusters
  Score: Raw -2294847.749029 + Penalty 3206.903032 = -2291640.845997
  nChanged 3
		SP:Iteration 50Q (5668.480000 sec): 3 clusters
  Score: Raw -2294848.649336 + Penalty 3206.903032 = -2291641.746303
  nChanged 4
		SP:Iteration 51Q (5668.510000 sec): 3 clusters
  Score: Raw -2294849.863266 + Penalty 3206.903032 = -2291642.960234
  nChanged 4
		SP:Iteration 52Q (5668.550000 sec): 3 clusters
  Score: Raw -2294850.664272 + Penalty 3206.903032 = -2291643.761240
  nChanged 3
		SP:Iteration 53Q (5668.590000 sec): 3 clusters
  Score: Raw -2294852.106259 + Penalty 3206.903032 = -2291645.203227
  nChanged 7
		SP:Iteration 54Q (5668.620000 sec): 3 clusters
  Score: Raw -2294854.021296 + Penalty 3206.903032 = -2291647.118264
  nChanged 6
		SP:Iteration 55Q (5668.660000 sec): 3 clusters
  Score: Raw -2294856.008257 + Penalty 3206.903032 = -2291649.105225
  nChanged 9
		SP:Iteration 56Q (5668.700000 sec): 3 clusters
  Score: Raw -2294858.560882 + Penalty 3206.903032 = -2291651.657850
  nChanged 7
		SP:Iteration 57Q (5668.740000 sec): 3 clusters
  Score: Raw -2294860.705331 + Penalty 3206.903032 = -2291653.802299
  nChanged 7
		SP:Iteration 58Q (5668.770000 sec): 3 clusters
  Score: Raw -2294862.673665 + Penalty 3206.903032 = -2291655.770633
  nChanged 7
		SP:Iteration 59Q (5668.810000 sec): 3 clusters
  Score: Raw -2294864.321087 + Penalty 3206.903032 = -2291657.418055
  nChanged 5
		SP:Iteration 60F (5668.860000 sec): 3 clusters
  Score: Raw -2294865.849827 + Penalty 3206.903032 = -2291658.946795
  nChanged 6
		SP:Iteration 61Q (5668.900000 sec): 3 clusters
  Score: Raw -2294867.109872 + Penalty 3206.903032 = -2291660.206840
  nChanged 8
		SP:Iteration 62Q (5668.930000 sec): 3 clusters
  Score: Raw -2294869.217144 + Penalty 3206.903032 = -2291662.314112
  nChanged 7
		SP:Iteration 63Q (5668.970000 sec): 3 clusters
  Score: Raw -2294870.896664 + Penalty 3206.903032 = -2291663.993632
  nChanged 9
		SP:Iteration 64Q (5669.010000 sec): 3 clusters
  Score: Raw -2294873.051023 + Penalty 3206.903032 = -2291666.147991
  nChanged 3
		SP:Iteration 65Q (5669.040000 sec): 3 clusters
  Score: Raw -2294874.132056 + Penalty 3206.903032 = -2291667.229024
  nChanged 2
		SP:Iteration 66Q (5669.080000 sec): 3 clusters
  Score: Raw -2294874.613633 + Penalty 3206.903032 = -2291667.710601
  nChanged 2
		SP:Iteration 67Q (5669.120000 sec): 3 clusters
  Score: Raw -2294874.920202 + Penalty 3206.903032 = -2291668.017170
  nChanged 7
		SP:Iteration 68Q (5669.160000 sec): 3 clusters
  Score: Raw -2294876.646240 + Penalty 3206.903032 = -2291669.743207
  nChanged 9
		SP:Iteration 69Q (5669.190000 sec): 3 clusters
  Score: Raw -2294879.232031 + Penalty 3206.903032 = -2291672.328999
  nChanged 6
		SP:Iteration 70Q (5669.230000 sec): 3 clusters
  Score: Raw -2294880.971534 + Penalty 3206.903032 = -2291674.068502
  nChanged 5
		SP:Iteration 71Q (5669.270000 sec): 3 clusters
  Score: Raw -2294882.295155 + Penalty 3206.903032 = -2291675.392123
  nChanged 4
		SP:Iteration 72Q (5669.300000 sec): 3 clusters
  Score: Raw -2294884.220891 + Penalty 3206.903032 = -2291677.317859
  nChanged 12
		SP:Iteration 73Q (5669.340000 sec): 3 clusters
  Score: Raw -2294887.812966 + Penalty 3206.903032 = -2291680.909934
  nChanged 8
		SP:Iteration 74Q (5669.380000 sec): 3 clusters
  Score: Raw -2294889.636032 + Penalty 3206.903032 = -2291682.733000
  nChanged 6
		SP:Iteration 75Q (5669.420000 sec): 3 clusters
  Score: Raw -2294891.515194 + Penalty 3206.903032 = -2291684.612162
  nChanged 9
		SP:Iteration 76Q (5669.460000 sec): 3 clusters
  Score: Raw -2294894.063958 + Penalty 3206.903032 = -2291687.160926
  nChanged 6
		SP:Iteration 77Q (5669.490000 sec): 3 clusters
  Score: Raw -2294895.705776 + Penalty 3206.903032 = -2291688.802744
  nChanged 3
		SP:Iteration 78Q (5669.530000 sec): 3 clusters
  Score: Raw -2294896.484055 + Penalty 3206.903032 = -2291689.581023
  nChanged 3
		SP:Iteration 79Q (5669.560000 sec): 3 clusters
  Score: Raw -2294896.986558 + Penalty 3206.903032 = -2291690.083526
  nChanged 4
		SP:Iteration 80F (5669.620000 sec): 3 clusters
  Score: Raw -2294897.716845 + Penalty 3206.903032 = -2291690.813813
  nChanged 2
		SP:Iteration 81Q (5669.650000 sec): 3 clusters
  Score: Raw -2294898.651966 + Penalty 3206.903032 = -2291691.748934
  nChanged 4
		SP:Iteration 82Q (5669.690000 sec): 3 clusters
  Score: Raw -2294899.610276 + Penalty 3206.903032 = -2291692.707244
  nChanged 4
		SP:Iteration 83Q (5669.730000 sec): 3 clusters
  Score: Raw -2294900.772718 + Penalty 3206.903032 = -2291693.869686
  nChanged 0
		SP:Iteration 84F (5669.780000 sec): 3 clusters
  Score: Raw -2294900.772718 + Penalty 3206.903032 = -2291693.869686
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (1172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5669.800000 sec): 2 clusters
  Score: Raw -113198.327151 + Penalty 1148.300883 = -112050.026269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5669.800000 sec): 3 clusters
  Score: Raw -112814.977829 + Penalty 2296.601765 = -110518.376064
  nChanged 359
		SP:Iteration 1F (5669.800000 sec): 3 clusters
  Score: Raw -113159.626323 + Penalty 2296.601765 = -110863.024557
  nChanged 96
		SP:Iteration 2F (5669.800000 sec): 3 clusters
  Score: Raw -113292.027614 + Penalty 2296.601765 = -110995.425848
  nChanged 78
		SP:Iteration 3F (5669.810000 sec): 3 clusters
  Score: Raw -113423.465922 + Penalty 2296.601765 = -111126.864157
  nChanged 74
		SP:Iteration 4F (5669.810000 sec): 3 clusters
  Score: Raw -113534.025598 + Penalty 2296.601765 = -111237.423832
  nChanged 57
		SP:Iteration 5Q (5669.810000 sec): 3 clusters
  Score: Raw -113602.238608 + Penalty 2296.601765 = -111305.636843
  nChanged 25
		SP:Iteration 6Q (5669.820000 sec): 3 clusters
  Score: Raw -113631.329694 + Penalty 2296.601765 = -111334.727929
  nChanged 24
		SP:Iteration 7Q (5669.820000 sec): 3 clusters
  Score: Raw -113659.348516 + Penalty 2296.601765 = -111362.746751
  nChanged 18
		SP:Iteration 8Q (5669.820000 sec): 3 clusters
  Score: Raw -113675.191304 + Penalty 2296.601765 = -111378.589539
  nChanged 14
		SP:Iteration 9Q (5669.820000 sec): 3 clusters
  Score: Raw -113689.276318 + Penalty 2296.601765 = -111392.674552
  nChanged 12
		SP:Iteration 10Q (5669.830000 sec): 3 clusters
  Score: Raw -113705.871024 + Penalty 2296.601765 = -111409.269259
  nChanged 12
		SP:Iteration 11Q (5669.830000 sec): 3 clusters
  Score: Raw -113727.215736 + Penalty 2296.601765 = -111430.613970
  nChanged 14
		SP:Iteration 12Q (5669.830000 sec): 3 clusters
  Score: Raw -113748.033776 + Penalty 2296.601765 = -111451.432011
  nChanged 7
		SP:Iteration 13Q (5669.840000 sec): 3 clusters
  Score: Raw -113756.966353 + Penalty 2296.601765 = -111460.364588
  nChanged 6
		SP:Iteration 14Q (5669.840000 sec): 3 clusters
  Score: Raw -113763.600040 + Penalty 2296.601765 = -111466.998275
  nChanged 4
		SP:Iteration 15Q (5669.840000 sec): 3 clusters
  Score: Raw -113767.537660 + Penalty 2296.601765 = -111470.935895
  nChanged 1
		SP:Iteration 16Q (5669.840000 sec): 3 clusters
  Score: Raw -113770.409403 + Penalty 2296.601765 = -111473.807637
  nChanged 0
		SP:Iteration 17F (5669.840000 sec): 3 clusters
  Score: Raw -113770.409403 + Penalty 2296.601765 = -111473.807637
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 9 (35111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5669.960000 sec): 2 clusters
  Score: Raw -4033178.649316 + Penalty 1700.768834 = -4031477.880482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5670.050000 sec): 3 clusters
  Score: Raw -4011272.821905 + Penalty 3401.537669 = -4007871.284236
  nChanged 16219
		SP:Iteration 1F (5670.140000 sec): 3 clusters
  Score: Raw -4020545.083546 + Penalty 3401.537669 = -4017143.545877
  nChanged 1615
		SP:Iteration 2Q (5670.240000 sec): 3 clusters
  Score: Raw -4021095.570323 + Penalty 3401.537669 = -4017694.032654
  nChanged 1654
		SP:Iteration 3Q (5670.330000 sec): 3 clusters
  Score: Raw -4021732.918569 + Penalty 3401.537669 = -4018331.380900
  nChanged 1789
		SP:Iteration 4F (5670.420000 sec): 3 clusters
  Score: Raw -4022542.726040 + Penalty 3401.537669 = -4019141.188372
  nChanged 2064
		SP:Iteration 5F (5670.520000 sec): 3 clusters
  Score: Raw -4023700.776159 + Penalty 3401.537669 = -4020299.238490
  nChanged 2278
		SP:Iteration 6F (5670.610000 sec): 3 clusters
  Score: Raw -4025120.755049 + Penalty 3401.537669 = -4021719.217380
  nChanged 2335
		SP:Iteration 7F (5670.700000 sec): 3 clusters
  Score: Raw -4026672.758447 + Penalty 3401.537669 = -4023271.220778
  nChanged 2119
		SP:Iteration 8F (5670.790000 sec): 3 clusters
  Score: Raw -4028112.740180 + Penalty 3401.537669 = -4024711.202511
  nChanged 1834
		SP:Iteration 9F (5670.880000 sec): 3 clusters
  Score: Raw -4029351.126110 + Penalty 3401.537669 = -4025949.588441
  nChanged 1446
		SP:Iteration 10Q (5670.970000 sec): 3 clusters
  Score: Raw -4030339.923759 + Penalty 3401.537669 = -4026938.386090
  nChanged 1143
		SP:Iteration 11Q (5671.060000 sec): 3 clusters
  Score: Raw -4031138.543364 + Penalty 3401.537669 = -4027737.005695
  nChanged 882
		SP:Iteration 12Q (5671.160000 sec): 3 clusters
  Score: Raw -4031761.180608 + Penalty 3401.537669 = -4028359.642940
  nChanged 688
		SP:Iteration 13Q (5671.250000 sec): 3 clusters
  Score: Raw -4032276.320413 + Penalty 3401.537669 = -4028874.782744
  nChanged 488
		SP:Iteration 14Q (5671.340000 sec): 3 clusters
  Score: Raw -4032725.581120 + Penalty 3401.537669 = -4029324.043451
  nChanged 344
		SP:Iteration 15Q (5671.420000 sec): 3 clusters
  Score: Raw -4033143.202951 + Penalty 3401.537669 = -4029741.665282
  nChanged 167
		SP:Iteration 16Q (5671.500000 sec): 3 clusters
  Score: Raw -4033383.586723 + Penalty 3401.537669 = -4029982.049054
  nChanged 125
		SP:Iteration 17Q (5671.560000 sec): 3 clusters
  Score: Raw -4033512.182942 + Penalty 3401.537669 = -4030110.645273
  nChanged 126
		SP:Iteration 18Q (5671.630000 sec): 3 clusters
  Score: Raw -4033593.597299 + Penalty 3401.537669 = -4030192.059630
  nChanged 84
		SP:Iteration 19Q (5671.700000 sec): 3 clusters
  Score: Raw -4033638.657313 + Penalty 3401.537669 = -4030237.119644
  nChanged 57
		SP:Iteration 20F (5671.790000 sec): 3 clusters
  Score: Raw -4033675.316317 + Penalty 3401.537669 = -4030273.778648
  nChanged 59
		SP:Iteration 21Q (5671.860000 sec): 3 clusters
  Score: Raw -4033704.742022 + Penalty 3401.537669 = -4030303.204353
  nChanged 48
		SP:Iteration 22Q (5671.920000 sec): 3 clusters
  Score: Raw -4033729.368948 + Penalty 3401.537669 = -4030327.831279
  nChanged 45
		SP:Iteration 23Q (5671.990000 sec): 3 clusters
  Score: Raw -4033750.635934 + Penalty 3401.537669 = -4030349.098265
  nChanged 23
		SP:Iteration 24Q (5672.050000 sec): 3 clusters
  Score: Raw -4033759.262279 + Penalty 3401.537669 = -4030357.724610
  nChanged 25
		SP:Iteration 25Q (5672.120000 sec): 3 clusters
  Score: Raw -4033766.518545 + Penalty 3401.537669 = -4030364.980876
  nChanged 14
		SP:Iteration 26Q (5672.180000 sec): 3 clusters
  Score: Raw -4033771.964523 + Penalty 3401.537669 = -4030370.426854
  nChanged 10
		SP:Iteration 27Q (5672.250000 sec): 3 clusters
  Score: Raw -4033774.464915 + Penalty 3401.537669 = -4030372.927247
  nChanged 4
		SP:Iteration 28Q (5672.320000 sec): 3 clusters
  Score: Raw -4033775.354489 + Penalty 3401.537669 = -4030373.816820
  nChanged 3
		SP:Iteration 29Q (5672.380000 sec): 3 clusters
  Score: Raw -4033776.210228 + Penalty 3401.537669 = -4030374.672559
  nChanged 2
		SP:Iteration 30Q (5672.440000 sec): 3 clusters
  Score: Raw -4033777.032868 + Penalty 3401.537669 = -4030375.495199
  nChanged 0
		SP:Iteration 31F (5672.540000 sec): 3 clusters
  Score: Raw -4033777.032868 + Penalty 3401.537669 = -4030375.495199
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (56897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5672.700000 sec): 2 clusters
  Score: Raw -6731370.841217 + Penalty 1779.212158 = -6729591.629059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5672.850000 sec): 3 clusters
  Score: Raw -6695232.087502 + Penalty 3558.424316 = -6691673.663186
  nChanged 26906
		SP:Iteration 1F (5673.000000 sec): 3 clusters
  Score: Raw -6710449.920661 + Penalty 3558.424316 = -6706891.496345
  nChanged 1992
		SP:Iteration 2Q (5673.160000 sec): 3 clusters
  Score: Raw -6711029.747721 + Penalty 3558.424316 = -6707471.323405
  nChanged 2288
		SP:Iteration 3Q (5673.310000 sec): 3 clusters
  Score: Raw -6711818.167563 + Penalty 3558.424316 = -6708259.743248
  nChanged 2749
		SP:Iteration 4Q (5673.460000 sec): 3 clusters
  Score: Raw -6712990.074708 + Penalty 3558.424316 = -6709431.650392
  nChanged 3175
		SP:Iteration 5F (5673.610000 sec): 3 clusters
  Score: Raw -6714576.442224 + Penalty 3558.424316 = -6711018.017908
  nChanged 3462
		SP:Iteration 6F (5673.760000 sec): 3 clusters
  Score: Raw -6716545.472128 + Penalty 3558.424316 = -6712987.047812
  nChanged 3625
		SP:Iteration 7F (5673.900000 sec): 3 clusters
  Score: Raw -6718626.222236 + Penalty 3558.424316 = -6715067.797920
  nChanged 3284
		SP:Iteration 8F (5674.050000 sec): 3 clusters
  Score: Raw -6720368.349188 + Penalty 3558.424316 = -6716809.924873
  nChanged 2783
		SP:Iteration 9Q (5674.200000 sec): 3 clusters
  Score: Raw -6721747.923475 + Penalty 3558.424316 = -6718189.499160
  nChanged 2245
		SP:Iteration 10Q (5674.360000 sec): 3 clusters
  Score: Raw -6722893.082887 + Penalty 3558.424316 = -6719334.658571
  nChanged 1999
		SP:Iteration 11Q (5674.510000 sec): 3 clusters
  Score: Raw -6724013.253426 + Penalty 3558.424316 = -6720454.829111
  nChanged 1758
		SP:Iteration 12Q (5674.660000 sec): 3 clusters
  Score: Raw -6725196.406803 + Penalty 3558.424316 = -6721637.982487
  nChanged 1680
		SP:Iteration 13Q (5674.810000 sec): 3 clusters
  Score: Raw -6726482.693063 + Penalty 3558.424316 = -6722924.268747
  nChanged 1537
		SP:Iteration 14Q (5674.960000 sec): 3 clusters
  Score: Raw -6727707.587930 + Penalty 3558.424316 = -6724149.163614
  nChanged 1178
		SP:Iteration 15Q (5675.090000 sec): 3 clusters
  Score: Raw -6728560.258744 + Penalty 3558.424316 = -6725001.834428
  nChanged 935
		SP:Iteration 16Q (5675.220000 sec): 3 clusters
  Score: Raw -6729127.177707 + Penalty 3558.424316 = -6725568.753391
  nChanged 766
		SP:Iteration 17Q (5675.350000 sec): 3 clusters
  Score: Raw -6729511.577909 + Penalty 3558.424316 = -6725953.153593
  nChanged 613
		SP:Iteration 18Q (5675.470000 sec): 3 clusters
  Score: Raw -6729797.051718 + Penalty 3558.424316 = -6726238.627402
  nChanged 537
		SP:Iteration 19Q (5675.590000 sec): 3 clusters
  Score: Raw -6730038.357985 + Penalty 3558.424316 = -6726479.933670
  nChanged 451
		SP:Iteration 20F (5675.740000 sec): 3 clusters
  Score: Raw -6730237.818859 + Penalty 3558.424316 = -6726679.394543
  nChanged 388
		SP:Iteration 21Q (5675.860000 sec): 3 clusters
  Score: Raw -6730394.882718 + Penalty 3558.424316 = -6726836.458402
  nChanged 358
		SP:Iteration 22Q (5675.970000 sec): 3 clusters
  Score: Raw -6730549.635799 + Penalty 3558.424316 = -6726991.211484
  nChanged 299
		SP:Iteration 23Q (5676.090000 sec): 3 clusters
  Score: Raw -6730677.384456 + Penalty 3558.424316 = -6727118.960141
  nChanged 272
		SP:Iteration 24Q (5676.200000 sec): 3 clusters
  Score: Raw -6730779.885190 + Penalty 3558.424316 = -6727221.460875
  nChanged 246
		SP:Iteration 25Q (5676.310000 sec): 3 clusters
  Score: Raw -6730879.061002 + Penalty 3558.424316 = -6727320.636686
  nChanged 221
		SP:Iteration 26Q (5676.420000 sec): 3 clusters
  Score: Raw -6730962.186067 + Penalty 3558.424316 = -6727403.761751
  nChanged 169
		SP:Iteration 27Q (5676.540000 sec): 3 clusters
  Score: Raw -6731025.460664 + Penalty 3558.424316 = -6727467.036349
  nChanged 156
		SP:Iteration 28Q (5676.640000 sec): 3 clusters
  Score: Raw -6731087.615662 + Penalty 3558.424316 = -6727529.191346
  nChanged 137
		SP:Iteration 29Q (5676.750000 sec): 3 clusters
  Score: Raw -6731139.696666 + Penalty 3558.424316 = -6727581.272351
  nChanged 105
		SP:Iteration 30Q (5676.860000 sec): 3 clusters
  Score: Raw -6731183.771331 + Penalty 3558.424316 = -6727625.347015
  nChanged 103
		SP:Iteration 31Q (5676.970000 sec): 3 clusters
  Score: Raw -6731224.941267 + Penalty 3558.424316 = -6727666.516951
  nChanged 79
		SP:Iteration 32Q (5677.070000 sec): 3 clusters
  Score: Raw -6731257.722204 + Penalty 3558.424316 = -6727699.297888
  nChanged 74
		SP:Iteration 33Q (5677.180000 sec): 3 clusters
  Score: Raw -6731288.869697 + Penalty 3558.424316 = -6727730.445382
  nChanged 65
		SP:Iteration 34Q (5677.280000 sec): 3 clusters
  Score: Raw -6731316.186625 + Penalty 3558.424316 = -6727757.762309
  nChanged 54
		SP:Iteration 35Q (5677.390000 sec): 3 clusters
  Score: Raw -6731340.212917 + Penalty 3558.424316 = -6727781.788602
  nChanged 53
		SP:Iteration 36Q (5677.500000 sec): 3 clusters
  Score: Raw -6731363.941444 + Penalty 3558.424316 = -6727805.517129
  nChanged 58
		SP:Iteration 37Q (5677.600000 sec): 3 clusters
  Score: Raw -6731389.630063 + Penalty 3558.424316 = -6727831.205747
  nChanged 55
		SP:Iteration 38Q (5677.710000 sec): 3 clusters
  Score: Raw -6731412.955556 + Penalty 3558.424316 = -6727854.531240
  nChanged 50
		SP:Iteration 39Q (5677.810000 sec): 3 clusters
  Score: Raw -6731433.081364 + Penalty 3558.424316 = -6727874.657048
  nChanged 37
		SP:Iteration 40F (5677.960000 sec): 3 clusters
  Score: Raw -6731448.277571 + Penalty 3558.424316 = -6727889.853256
  nChanged 29
		SP:Iteration 41Q (5678.060000 sec): 3 clusters
  Score: Raw -6731461.043521 + Penalty 3558.424316 = -6727902.619205
  nChanged 27
		SP:Iteration 42Q (5678.170000 sec): 3 clusters
  Score: Raw -6731472.629042 + Penalty 3558.424316 = -6727914.204726
  nChanged 22
		SP:Iteration 43Q (5678.270000 sec): 3 clusters
  Score: Raw -6731480.465082 + Penalty 3558.424316 = -6727922.040767
  nChanged 20
		SP:Iteration 44Q (5678.380000 sec): 3 clusters
  Score: Raw -6731488.872811 + Penalty 3558.424316 = -6727930.448495
  nChanged 20
		SP:Iteration 45Q (5678.480000 sec): 3 clusters
  Score: Raw -6731495.674137 + Penalty 3558.424316 = -6727937.249822
  nChanged 24
		SP:Iteration 46Q (5678.580000 sec): 3 clusters
  Score: Raw -6731505.724731 + Penalty 3558.424316 = -6727947.300416
  nChanged 19
		SP:Iteration 47Q (5678.690000 sec): 3 clusters
  Score: Raw -6731515.139165 + Penalty 3558.424316 = -6727956.714849
  nChanged 22
		SP:Iteration 48Q (5678.790000 sec): 3 clusters
  Score: Raw -6731525.542454 + Penalty 3558.424316 = -6727967.118138
  nChanged 18
		SP:Iteration 49Q (5678.900000 sec): 3 clusters
  Score: Raw -6731533.467843 + Penalty 3558.424316 = -6727975.043527
  nChanged 13
		SP:Iteration 50Q (5679.000000 sec): 3 clusters
  Score: Raw -6731539.424737 + Penalty 3558.424316 = -6727981.000421
  nChanged 9
		SP:Iteration 51Q (5679.100000 sec): 3 clusters
  Score: Raw -6731544.015639 + Penalty 3558.424316 = -6727985.591324
  nChanged 11
		SP:Iteration 52Q (5679.210000 sec): 3 clusters
  Score: Raw -6731549.127033 + Penalty 3558.424316 = -6727990.702718
  nChanged 14
		SP:Iteration 53Q (5679.310000 sec): 3 clusters
  Score: Raw -6731555.270220 + Penalty 3558.424316 = -6727996.845904
  nChanged 8
		SP:Iteration 54Q (5679.420000 sec): 3 clusters
  Score: Raw -6731558.015893 + Penalty 3558.424316 = -6727999.591577
  nChanged 7
		SP:Iteration 55Q (5679.520000 sec): 3 clusters
  Score: Raw -6731561.807357 + Penalty 3558.424316 = -6728003.383041
  nChanged 10
		SP:Iteration 56Q (5679.630000 sec): 3 clusters
  Score: Raw -6731566.670741 + Penalty 3558.424316 = -6728008.246426
  nChanged 5
		SP:Iteration 57Q (5679.730000 sec): 3 clusters
  Score: Raw -6731568.828531 + Penalty 3558.424316 = -6728010.404216
  nChanged 6
		SP:Iteration 58Q (5679.830000 sec): 3 clusters
  Score: Raw -6731571.265854 + Penalty 3558.424316 = -6728012.841538
  nChanged 8
		SP:Iteration 59Q (5679.930000 sec): 3 clusters
  Score: Raw -6731574.440782 + Penalty 3558.424316 = -6728016.016466
  nChanged 3
		SP:Iteration 60F (5680.080000 sec): 3 clusters
  Score: Raw -6731575.272165 + Penalty 3558.424316 = -6728016.847849
  nChanged 3
		SP:Iteration 61Q (5680.180000 sec): 3 clusters
  Score: Raw -6731577.148340 + Penalty 3558.424316 = -6728018.724024
  nChanged 6
		SP:Iteration 62Q (5680.290000 sec): 3 clusters
  Score: Raw -6731580.654293 + Penalty 3558.424316 = -6728022.229977
  nChanged 4
		SP:Iteration 63Q (5680.390000 sec): 3 clusters
  Score: Raw -6731582.512206 + Penalty 3558.424316 = -6728024.087891
  nChanged 3
		SP:Iteration 64Q (5680.490000 sec): 3 clusters
  Score: Raw -6731584.532341 + Penalty 3558.424316 = -6728026.108025
  nChanged 6
		SP:Iteration 65Q (5680.590000 sec): 3 clusters
  Score: Raw -6731587.860880 + Penalty 3558.424316 = -6728029.436564
  nChanged 6
		SP:Iteration 66Q (5680.700000 sec): 3 clusters
  Score: Raw -6731592.060832 + Penalty 3558.424316 = -6728033.636516
  nChanged 5
		SP:Iteration 67Q (5680.800000 sec): 3 clusters
  Score: Raw -6731594.826267 + Penalty 3558.424316 = -6728036.401951
  nChanged 4
		SP:Iteration 68Q (5680.900000 sec): 3 clusters
  Score: Raw -6731597.171851 + Penalty 3558.424316 = -6728038.747535
  nChanged 7
		SP:Iteration 69Q (5681.000000 sec): 3 clusters
  Score: Raw -6731599.475744 + Penalty 3558.424316 = -6728041.051429
  nChanged 10
		SP:Iteration 70Q (5681.110000 sec): 3 clusters
  Score: Raw -6731603.327014 + Penalty 3558.424316 = -6728044.902698
  nChanged 8
		SP:Iteration 71Q (5681.210000 sec): 3 clusters
  Score: Raw -6731606.704528 + Penalty 3558.424316 = -6728048.280212
  nChanged 9
		SP:Iteration 72Q (5681.310000 sec): 3 clusters
  Score: Raw -6731609.472444 + Penalty 3558.424316 = -6728051.048129
  nChanged 2
		SP:Iteration 73Q (5681.410000 sec): 3 clusters
  Score: Raw -6731610.994926 + Penalty 3558.424316 = -6728052.570610
  nChanged 2
		SP:Iteration 74Q (5681.510000 sec): 3 clusters
  Score: Raw -6731611.905070 + Penalty 3558.424316 = -6728053.480754
  nChanged 2
		SP:Iteration 75Q (5681.610000 sec): 3 clusters
  Score: Raw -6731612.941173 + Penalty 3558.424316 = -6728054.516858
  nChanged 2
		SP:Iteration 76Q (5681.710000 sec): 3 clusters
  Score: Raw -6731614.098630 + Penalty 3558.424316 = -6728055.674314
  nChanged 6
		SP:Iteration 77Q (5681.820000 sec): 3 clusters
  Score: Raw -6731616.459366 + Penalty 3558.424316 = -6728058.035050
  nChanged 4
		SP:Iteration 78Q (5681.920000 sec): 3 clusters
  Score: Raw -6731617.936317 + Penalty 3558.424316 = -6728059.512002
  nChanged 4
		SP:Iteration 79Q (5682.020000 sec): 3 clusters
  Score: Raw -6731619.095245 + Penalty 3558.424316 = -6728060.670929
  nChanged 1
		SP:Iteration 80F (5682.170000 sec): 3 clusters
  Score: Raw -6731619.327542 + Penalty 3558.424316 = -6728060.903226
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (20088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5682.250000 sec): 2 clusters
  Score: Raw -2352868.345785 + Penalty 1610.030159 = -2351258.315626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5682.300000 sec): 3 clusters
  Score: Raw -2340740.151267 + Penalty 3220.060318 = -2337520.090949
  nChanged 9024
		SP:Iteration 1F (5682.350000 sec): 3 clusters
  Score: Raw -2345811.639688 + Penalty 3220.060318 = -2342591.579371
  nChanged 1263
		SP:Iteration 2F (5682.400000 sec): 3 clusters
  Score: Raw -2346407.989997 + Penalty 3220.060318 = -2343187.929679
  nChanged 1310
		SP:Iteration 3F (5682.450000 sec): 3 clusters
  Score: Raw -2347201.153947 + Penalty 3220.060318 = -2343981.093630
  nChanged 1499
		SP:Iteration 4F (5682.510000 sec): 3 clusters
  Score: Raw -2348297.528950 + Penalty 3220.060318 = -2345077.468632
  nChanged 1574
		SP:Iteration 5F (5682.560000 sec): 3 clusters
  Score: Raw -2349588.618261 + Penalty 3220.060318 = -2346368.557943
  nChanged 1411
		SP:Iteration 6F (5682.610000 sec): 3 clusters
  Score: Raw -2350830.679129 + Penalty 3220.060318 = -2347610.618811
  nChanged 1098
		SP:Iteration 7F (5682.660000 sec): 3 clusters
  Score: Raw -2351926.314982 + Penalty 3220.060318 = -2348706.254665
  nChanged 766
		SP:Iteration 8Q (5682.710000 sec): 3 clusters
  Score: Raw -2352807.441290 + Penalty 3220.060318 = -2349587.380972
  nChanged 460
		SP:Iteration 9Q (5682.760000 sec): 3 clusters
  Score: Raw -2353502.451192 + Penalty 3220.060318 = -2350282.390875
  nChanged 246
		SP:Iteration 10Q (5682.810000 sec): 3 clusters
  Score: Raw -2353864.677946 + Penalty 3220.060318 = -2350644.617629
  nChanged 138
		SP:Iteration 11Q (5682.850000 sec): 3 clusters
  Score: Raw -2354111.299703 + Penalty 3220.060318 = -2350891.239385
  nChanged 90
		SP:Iteration 12Q (5682.890000 sec): 3 clusters
  Score: Raw -2354245.524441 + Penalty 3220.060318 = -2351025.464124
  nChanged 60
		SP:Iteration 13Q (5682.920000 sec): 3 clusters
  Score: Raw -2354280.528641 + Penalty 3220.060318 = -2351060.468324
  nChanged 22
		SP:Iteration 14Q (5682.960000 sec): 3 clusters
  Score: Raw -2354290.666451 + Penalty 3220.060318 = -2351070.606133
  nChanged 8
		SP:Iteration 15Q (5683.000000 sec): 3 clusters
  Score: Raw -2354293.169984 + Penalty 3220.060318 = -2351073.109666
  nChanged 2
		SP:Iteration 16Q (5683.030000 sec): 3 clusters
  Score: Raw -2354293.819824 + Penalty 3220.060318 = -2351073.759506
  nChanged 2
		SP:Iteration 17Q (5683.070000 sec): 3 clusters
  Score: Raw -2354294.556917 + Penalty 3220.060318 = -2351074.496600
  nChanged 1
		SP:Iteration 18Q (5683.110000 sec): 3 clusters
  Score: Raw -2354295.054668 + Penalty 3220.060318 = -2351074.994350
  nChanged 1
		SP:Iteration 19Q (5683.150000 sec): 3 clusters
  Score: Raw -2354295.601834 + Penalty 3220.060318 = -2351075.541516
  nChanged 1
		SP:Iteration 20F (5683.190000 sec): 3 clusters
  Score: Raw -2354295.957456 + Penalty 3220.060318 = -2351075.897138
  nChanged 1
		SP:Iteration 21Q (5683.230000 sec): 3 clusters
  Score: Raw -2354296.030334 + Penalty 3220.060318 = -2351075.970016
  nChanged 0
		SP:Iteration 22F (5683.290000 sec): 3 clusters
  Score: Raw -2354296.030334 + Penalty 3220.060318 = -2351075.970016
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (13483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5683.330000 sec): 2 clusters
  Score: Raw -1540690.748699 + Penalty 1545.242548 = -1539145.506151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5683.360000 sec): 3 clusters
  Score: Raw -1532771.146087 + Penalty 3090.485096 = -1529680.660991
  nChanged 5991
		SP:Iteration 1F (5683.400000 sec): 3 clusters
  Score: Raw -1536170.595818 + Penalty 3090.485096 = -1533080.110722
  nChanged 841
		SP:Iteration 2F (5683.430000 sec): 3 clusters
  Score: Raw -1536565.976407 + Penalty 3090.485096 = -1533475.491311
  nChanged 757
		SP:Iteration 3F (5683.470000 sec): 3 clusters
  Score: Raw -1536897.069243 + Penalty 3090.485096 = -1533806.584147
  nChanged 670
		SP:Iteration 4Q (5683.500000 sec): 3 clusters
  Score: Raw -1537193.309148 + Penalty 3090.485096 = -1534102.824052
  nChanged 633
		SP:Iteration 5Q (5683.540000 sec): 3 clusters
  Score: Raw -1537490.295084 + Penalty 3090.485096 = -1534399.809987
  nChanged 594
		SP:Iteration 6Q (5683.570000 sec): 3 clusters
  Score: Raw -1537754.536328 + Penalty 3090.485096 = -1534664.051232
  nChanged 546
		SP:Iteration 7Q (5683.610000 sec): 3 clusters
  Score: Raw -1538018.002753 + Penalty 3090.485096 = -1534927.517656
  nChanged 553
		SP:Iteration 8Q (5683.640000 sec): 3 clusters
  Score: Raw -1538303.760190 + Penalty 3090.485096 = -1535213.275094
  nChanged 579
		SP:Iteration 9Q (5683.680000 sec): 3 clusters
  Score: Raw -1538617.545476 + Penalty 3090.485096 = -1535527.060380
  nChanged 509
		SP:Iteration 10Q (5683.710000 sec): 3 clusters
  Score: Raw -1538930.003584 + Penalty 3090.485096 = -1535839.518487
  nChanged 471
		SP:Iteration 11Q (5683.750000 sec): 3 clusters
  Score: Raw -1539250.375957 + Penalty 3090.485096 = -1536159.890861
  nChanged 486
		SP:Iteration 12Q (5683.780000 sec): 3 clusters
  Score: Raw -1539560.535540 + Penalty 3090.485096 = -1536470.050443
  nChanged 424
		SP:Iteration 13Q (5683.810000 sec): 3 clusters
  Score: Raw -1539837.532598 + Penalty 3090.485096 = -1536747.047502
  nChanged 389
		SP:Iteration 14Q (5683.850000 sec): 3 clusters
  Score: Raw -1540031.543237 + Penalty 3090.485096 = -1536941.058141
  nChanged 322
		SP:Iteration 15Q (5683.880000 sec): 3 clusters
  Score: Raw -1540168.212611 + Penalty 3090.485096 = -1537077.727514
  nChanged 235
		SP:Iteration 16Q (5683.910000 sec): 3 clusters
  Score: Raw -1540261.997632 + Penalty 3090.485096 = -1537171.512536
  nChanged 185
		SP:Iteration 17Q (5683.950000 sec): 3 clusters
  Score: Raw -1540323.206008 + Penalty 3090.485096 = -1537232.720911
  nChanged 165
		SP:Iteration 18Q (5683.980000 sec): 3 clusters
  Score: Raw -1540372.395702 + Penalty 3090.485096 = -1537281.910606
  nChanged 156
		SP:Iteration 19Q (5684.010000 sec): 3 clusters
  Score: Raw -1540419.162447 + Penalty 3090.485096 = -1537328.677351
  nChanged 122
		SP:Iteration 20F (5684.050000 sec): 3 clusters
  Score: Raw -1540457.519056 + Penalty 3090.485096 = -1537367.033960
  nChanged 126
		SP:Iteration 21Q (5684.080000 sec): 3 clusters
  Score: Raw -1540492.091881 + Penalty 3090.485096 = -1537401.606785
  nChanged 118
		SP:Iteration 22Q (5684.110000 sec): 3 clusters
  Score: Raw -1540520.215535 + Penalty 3090.485096 = -1537429.730439
  nChanged 114
		SP:Iteration 23Q (5684.140000 sec): 3 clusters
  Score: Raw -1540543.501950 + Penalty 3090.485096 = -1537453.016854
  nChanged 91
		SP:Iteration 24Q (5684.170000 sec): 3 clusters
  Score: Raw -1540559.344836 + Penalty 3090.485096 = -1537468.859740
  nChanged 65
		SP:Iteration 25Q (5684.210000 sec): 3 clusters
  Score: Raw -1540571.607056 + Penalty 3090.485096 = -1537481.121960
  nChanged 56
		SP:Iteration 26Q (5684.240000 sec): 3 clusters
  Score: Raw -1540580.438232 + Penalty 3090.485096 = -1537489.953136
  nChanged 57
		SP:Iteration 27Q (5684.270000 sec): 3 clusters
  Score: Raw -1540589.812571 + Penalty 3090.485096 = -1537499.327475
  nChanged 55
		SP:Iteration 28Q (5684.300000 sec): 3 clusters
  Score: Raw -1540598.203028 + Penalty 3090.485096 = -1537507.717932
  nChanged 42
		SP:Iteration 29Q (5684.330000 sec): 3 clusters
  Score: Raw -1540604.384081 + Penalty 3090.485096 = -1537513.898985
  nChanged 46
		SP:Iteration 30Q (5684.370000 sec): 3 clusters
  Score: Raw -1540610.230992 + Penalty 3090.485096 = -1537519.745896
  nChanged 38
		SP:Iteration 31Q (5684.400000 sec): 3 clusters
  Score: Raw -1540615.082540 + Penalty 3090.485096 = -1537524.597443
  nChanged 36
		SP:Iteration 32Q (5684.430000 sec): 3 clusters
  Score: Raw -1540619.323904 + Penalty 3090.485096 = -1537528.838807
  nChanged 30
		SP:Iteration 33Q (5684.470000 sec): 3 clusters
  Score: Raw -1540624.055987 + Penalty 3090.485096 = -1537533.570890
  nChanged 38
		SP:Iteration 34Q (5684.500000 sec): 3 clusters
  Score: Raw -1540629.247974 + Penalty 3090.485096 = -1537538.762878
  nChanged 33
		SP:Iteration 35Q (5684.530000 sec): 3 clusters
  Score: Raw -1540634.053809 + Penalty 3090.485096 = -1537543.568712
  nChanged 42
		SP:Iteration 36Q (5684.560000 sec): 3 clusters
  Score: Raw -1540640.092480 + Penalty 3090.485096 = -1537549.607384
  nChanged 52
		SP:Iteration 37Q (5684.590000 sec): 3 clusters
  Score: Raw -1540648.117420 + Penalty 3090.485096 = -1537557.632323
  nChanged 50
		SP:Iteration 38Q (5684.630000 sec): 3 clusters
  Score: Raw -1540654.946207 + Penalty 3090.485096 = -1537564.461110
  nChanged 38
		SP:Iteration 39Q (5684.660000 sec): 3 clusters
  Score: Raw -1540659.960443 + Penalty 3090.485096 = -1537569.475347
  nChanged 33
		SP:Iteration 40F (5684.690000 sec): 3 clusters
  Score: Raw -1540664.165617 + Penalty 3090.485096 = -1537573.680521
  nChanged 23
		SP:Iteration 41Q (5684.730000 sec): 3 clusters
  Score: Raw -1540666.513372 + Penalty 3090.485096 = -1537576.028275
  nChanged 16
		SP:Iteration 42Q (5684.760000 sec): 3 clusters
  Score: Raw -1540667.817040 + Penalty 3090.485096 = -1537577.331944
  nChanged 16
		SP:Iteration 43Q (5684.790000 sec): 3 clusters
  Score: Raw -1540669.528382 + Penalty 3090.485096 = -1537579.043286
  nChanged 19
		SP:Iteration 44Q (5684.820000 sec): 3 clusters
  Score: Raw -1540671.656766 + Penalty 3090.485096 = -1537581.171669
  nChanged 18
		SP:Iteration 45Q (5684.850000 sec): 3 clusters
  Score: Raw -1540673.360208 + Penalty 3090.485096 = -1537582.875112
  nChanged 19
		SP:Iteration 46Q (5684.880000 sec): 3 clusters
  Score: Raw -1540674.971693 + Penalty 3090.485096 = -1537584.486597
  nChanged 19
		SP:Iteration 47Q (5684.910000 sec): 3 clusters
  Score: Raw -1540676.910220 + Penalty 3090.485096 = -1537586.425124
  nChanged 17
		SP:Iteration 48Q (5684.950000 sec): 3 clusters
  Score: Raw -1540678.467575 + Penalty 3090.485096 = -1537587.982479
  nChanged 9
		SP:Iteration 49Q (5684.980000 sec): 3 clusters
  Score: Raw -1540679.247928 + Penalty 3090.485096 = -1537588.762832
  nChanged 6
		SP:Iteration 50Q (5685.010000 sec): 3 clusters
  Score: Raw -1540679.722467 + Penalty 3090.485096 = -1537589.237371
  nChanged 10
		SP:Iteration 51Q (5685.040000 sec): 3 clusters
  Score: Raw -1540680.468719 + Penalty 3090.485096 = -1537589.983623
  nChanged 10
		SP:Iteration 52Q (5685.070000 sec): 3 clusters
  Score: Raw -1540681.446640 + Penalty 3090.485096 = -1537590.961544
  nChanged 6
		SP:Iteration 53Q (5685.100000 sec): 3 clusters
  Score: Raw -1540682.000962 + Penalty 3090.485096 = -1537591.515866
  nChanged 5
		SP:Iteration 54Q (5685.130000 sec): 3 clusters
  Score: Raw -1540682.500635 + Penalty 3090.485096 = -1537592.015539
  nChanged 6
		SP:Iteration 55Q (5685.160000 sec): 3 clusters
  Score: Raw -1540683.046428 + Penalty 3090.485096 = -1537592.561332
  nChanged 3
		SP:Iteration 56Q (5685.190000 sec): 3 clusters
  Score: Raw -1540683.351784 + Penalty 3090.485096 = -1537592.866688
  nChanged 6
		SP:Iteration 57Q (5685.230000 sec): 3 clusters
  Score: Raw -1540684.079158 + Penalty 3090.485096 = -1537593.594062
  nChanged 8
		SP:Iteration 58Q (5685.260000 sec): 3 clusters
  Score: Raw -1540684.922591 + Penalty 3090.485096 = -1537594.437495
  nChanged 8
		SP:Iteration 59Q (5685.290000 sec): 3 clusters
  Score: Raw -1540685.807920 + Penalty 3090.485096 = -1537595.322823
  nChanged 11
		SP:Iteration 60F (5685.320000 sec): 3 clusters
  Score: Raw -1540686.570363 + Penalty 3090.485096 = -1537596.085267
  nChanged 16
		SP:Iteration 61Q (5685.350000 sec): 3 clusters
  Score: Raw -1540687.921859 + Penalty 3090.485096 = -1537597.436763
  nChanged 9
		SP:Iteration 62Q (5685.390000 sec): 3 clusters
  Score: Raw -1540688.608958 + Penalty 3090.485096 = -1537598.123862
  nChanged 6
		SP:Iteration 63Q (5685.410000 sec): 3 clusters
  Score: Raw -1540688.920473 + Penalty 3090.485096 = -1537598.435377
  nChanged 3
		SP:Iteration 64Q (5685.450000 sec): 3 clusters
  Score: Raw -1540689.182461 + Penalty 3090.485096 = -1537598.697365
  nChanged 3
		SP:Iteration 65Q (5685.480000 sec): 3 clusters
  Score: Raw -1540689.416000 + Penalty 3090.485096 = -1537598.930904
  nChanged 3
		SP:Iteration 66Q (5685.510000 sec): 3 clusters
  Score: Raw -1540689.699145 + Penalty 3090.485096 = -1537599.214049
  nChanged 4
		SP:Iteration 67Q (5685.540000 sec): 3 clusters
  Score: Raw -1540690.097344 + Penalty 3090.485096 = -1537599.612248
  nChanged 6
		SP:Iteration 68Q (5685.570000 sec): 3 clusters
  Score: Raw -1540690.600408 + Penalty 3090.485096 = -1537600.115312
  nChanged 7
		SP:Iteration 69Q (5685.600000 sec): 3 clusters
  Score: Raw -1540691.327777 + Penalty 3090.485096 = -1537600.842680
  nChanged 5
		SP:Iteration 70Q (5685.630000 sec): 3 clusters
  Score: Raw -1540691.721530 + Penalty 3090.485096 = -1537601.236433
  nChanged 4
		SP:Iteration 71Q (5685.670000 sec): 3 clusters
  Score: Raw -1540692.034812 + Penalty 3090.485096 = -1537601.549715
  nChanged 5
		SP:Iteration 72Q (5685.700000 sec): 3 clusters
  Score: Raw -1540692.544140 + Penalty 3090.485096 = -1537602.059044
  nChanged 5
		SP:Iteration 73Q (5685.730000 sec): 3 clusters
  Score: Raw -1540692.867707 + Penalty 3090.485096 = -1537602.382611
  nChanged 3
		SP:Iteration 74Q (5685.760000 sec): 3 clusters
  Score: Raw -1540693.156489 + Penalty 3090.485096 = -1537602.671393
  nChanged 5
		SP:Iteration 75Q (5685.790000 sec): 3 clusters
  Score: Raw -1540693.420751 + Penalty 3090.485096 = -1537602.935655
  nChanged 1
		SP:Iteration 76Q (5685.830000 sec): 3 clusters
  Score: Raw -1540693.491127 + Penalty 3090.485096 = -1537603.006030
  nChanged 3
		SP:Iteration 77Q (5685.860000 sec): 3 clusters
  Score: Raw -1540693.635009 + Penalty 3090.485096 = -1537603.149913
  nChanged 2
		SP:Iteration 78Q (5685.890000 sec): 3 clusters
  Score: Raw -1540693.768331 + Penalty 3090.485096 = -1537603.283235
  nChanged 2
		SP:Iteration 79Q (5685.920000 sec): 3 clusters
  Score: Raw -1540693.866553 + Penalty 3090.485096 = -1537603.381457
  nChanged 3
		SP:Iteration 80F (5685.960000 sec): 3 clusters
  Score: Raw -1540694.060596 + Penalty 3090.485096 = -1537603.575500
  nChanged 2
		SP:Iteration 81Q (5685.990000 sec): 3 clusters
  Score: Raw -1540694.193519 + Penalty 3090.485096 = -1537603.708423
  nChanged 0
		SP:Iteration 82F (5686.020000 sec): 3 clusters
  Score: Raw -1540694.193519 + Penalty 3090.485096 = -1537603.708423
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5686.040000 sec): 2 clusters
  Score: Raw -251577.404685 + Penalty 1247.502286 = -250329.902399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5686.050000 sec): 3 clusters
  Score: Raw -250652.359421 + Penalty 2495.004572 = -248157.354848
  nChanged 759
		SP:Iteration 1F (5686.050000 sec): 3 clusters
  Score: Raw -251078.487811 + Penalty 2495.004572 = -248583.483238
  nChanged 134
		SP:Iteration 2F (5686.050000 sec): 3 clusters
  Score: Raw -251175.854578 + Penalty 2495.004572 = -248680.850005
  nChanged 111
		SP:Iteration 3F (5686.060000 sec): 3 clusters
  Score: Raw -251242.395015 + Penalty 2495.004572 = -248747.390443
  nChanged 64
		SP:Iteration 4Q (5686.070000 sec): 3 clusters
  Score: Raw -251277.542147 + Penalty 2495.004572 = -248782.537575
  nChanged 43
		SP:Iteration 5Q (5686.070000 sec): 3 clusters
  Score: Raw -251302.411585 + Penalty 2495.004572 = -248807.407012
  nChanged 43
		SP:Iteration 6Q (5686.080000 sec): 3 clusters
  Score: Raw -251325.740496 + Penalty 2495.004572 = -248830.735924
  nChanged 36
		SP:Iteration 7Q (5686.080000 sec): 3 clusters
  Score: Raw -251342.176937 + Penalty 2495.004572 = -248847.172365
  nChanged 24
		SP:Iteration 8Q (5686.090000 sec): 3 clusters
  Score: Raw -251352.168154 + Penalty 2495.004572 = -248857.163582
  nChanged 20
		SP:Iteration 9Q (5686.090000 sec): 3 clusters
  Score: Raw -251359.674808 + Penalty 2495.004572 = -248864.670236
  nChanged 14
		SP:Iteration 10Q (5686.100000 sec): 3 clusters
  Score: Raw -251364.700644 + Penalty 2495.004572 = -248869.696071
  nChanged 15
		SP:Iteration 11Q (5686.100000 sec): 3 clusters
  Score: Raw -251371.072384 + Penalty 2495.004572 = -248876.067812
  nChanged 12
		SP:Iteration 12Q (5686.110000 sec): 3 clusters
  Score: Raw -251376.772637 + Penalty 2495.004572 = -248881.768065
  nChanged 8
		SP:Iteration 13Q (5686.110000 sec): 3 clusters
  Score: Raw -251380.864757 + Penalty 2495.004572 = -248885.860185
  nChanged 8
		SP:Iteration 14Q (5686.120000 sec): 3 clusters
  Score: Raw -251384.353330 + Penalty 2495.004572 = -248889.348758
  nChanged 8
		SP:Iteration 15Q (5686.130000 sec): 3 clusters
  Score: Raw -251387.280951 + Penalty 2495.004572 = -248892.276379
  nChanged 7
		SP:Iteration 16Q (5686.130000 sec): 3 clusters
  Score: Raw -251389.618503 + Penalty 2495.004572 = -248894.613931
  nChanged 6
		SP:Iteration 17Q (5686.130000 sec): 3 clusters
  Score: Raw -251392.278076 + Penalty 2495.004572 = -248897.273503
  nChanged 5
		SP:Iteration 18Q (5686.140000 sec): 3 clusters
  Score: Raw -251395.141963 + Penalty 2495.004572 = -248900.137390
  nChanged 9
		SP:Iteration 19Q (5686.150000 sec): 3 clusters
  Score: Raw -251398.261878 + Penalty 2495.004572 = -248903.257305
  nChanged 3
		SP:Iteration 20F (5686.150000 sec): 3 clusters
  Score: Raw -251400.411399 + Penalty 2495.004572 = -248905.406826
  nChanged 3
		SP:Iteration 21Q (5686.160000 sec): 3 clusters
  Score: Raw -251401.013485 + Penalty 2495.004572 = -248906.008913
  nChanged 1
		SP:Iteration 22Q (5686.160000 sec): 3 clusters
  Score: Raw -251401.309264 + Penalty 2495.004572 = -248906.304692
  nChanged 0
		SP:Iteration 23F (5686.170000 sec): 3 clusters
  Score: Raw -251401.309264 + Penalty 2495.004572 = -248906.304692
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (5470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5686.190000 sec): 2 clusters
  Score: Raw -632353.059870 + Penalty 1398.643008 = -630954.416862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5686.200000 sec): 3 clusters
  Score: Raw -629482.678869 + Penalty 2797.286016 = -626685.392853
  nChanged 2208
		SP:Iteration 1F (5686.210000 sec): 3 clusters
  Score: Raw -630634.818335 + Penalty 2797.286016 = -627837.532319
  nChanged 366
		SP:Iteration 2F (5686.230000 sec): 3 clusters
  Score: Raw -630834.086521 + Penalty 2797.286016 = -628036.800505
  nChanged 295
		SP:Iteration 3F (5686.240000 sec): 3 clusters
  Score: Raw -630978.205349 + Penalty 2797.286016 = -628180.919333
  nChanged 233
		SP:Iteration 4Q (5686.260000 sec): 3 clusters
  Score: Raw -631090.286664 + Penalty 2797.286016 = -628293.000648
  nChanged 211
		SP:Iteration 5Q (5686.270000 sec): 3 clusters
  Score: Raw -631189.140302 + Penalty 2797.286016 = -628391.854286
  nChanged 178
		SP:Iteration 6Q (5686.290000 sec): 3 clusters
  Score: Raw -631268.741853 + Penalty 2797.286016 = -628471.455837
  nChanged 168
		SP:Iteration 7Q (5686.300000 sec): 3 clusters
  Score: Raw -631345.208363 + Penalty 2797.286016 = -628547.922347
  nChanged 140
		SP:Iteration 8Q (5686.310000 sec): 3 clusters
  Score: Raw -631407.313300 + Penalty 2797.286016 = -628610.027284
  nChanged 145
		SP:Iteration 9Q (5686.330000 sec): 3 clusters
  Score: Raw -631462.055525 + Penalty 2797.286016 = -628664.769509
  nChanged 117
		SP:Iteration 10Q (5686.340000 sec): 3 clusters
  Score: Raw -631508.121421 + Penalty 2797.286016 = -628710.835405
  nChanged 114
		SP:Iteration 11Q (5686.350000 sec): 3 clusters
  Score: Raw -631542.773619 + Penalty 2797.286016 = -628745.487603
  nChanged 93
		SP:Iteration 12Q (5686.370000 sec): 3 clusters
  Score: Raw -631566.829186 + Penalty 2797.286016 = -628769.543170
  nChanged 74
		SP:Iteration 13Q (5686.380000 sec): 3 clusters
  Score: Raw -631586.074731 + Penalty 2797.286016 = -628788.788715
  nChanged 67
		SP:Iteration 14Q (5686.390000 sec): 3 clusters
  Score: Raw -631609.921928 + Penalty 2797.286016 = -628812.635912
  nChanged 71
		SP:Iteration 15Q (5686.410000 sec): 3 clusters
  Score: Raw -631628.972537 + Penalty 2797.286016 = -628831.686521
  nChanged 47
		SP:Iteration 16Q (5686.420000 sec): 3 clusters
  Score: Raw -631639.368551 + Penalty 2797.286016 = -628842.082535
  nChanged 41
		SP:Iteration 17Q (5686.430000 sec): 3 clusters
  Score: Raw -631648.801097 + Penalty 2797.286016 = -628851.515081
  nChanged 32
		SP:Iteration 18Q (5686.450000 sec): 3 clusters
  Score: Raw -631655.517156 + Penalty 2797.286016 = -628858.231140
  nChanged 24
		SP:Iteration 19Q (5686.460000 sec): 3 clusters
  Score: Raw -631661.148399 + Penalty 2797.286016 = -628863.862383
  nChanged 31
		SP:Iteration 20F (5686.470000 sec): 3 clusters
  Score: Raw -631669.711473 + Penalty 2797.286016 = -628872.425457
  nChanged 32
		SP:Iteration 21Q (5686.490000 sec): 3 clusters
  Score: Raw -631676.176401 + Penalty 2797.286016 = -628878.890385
  nChanged 23
		SP:Iteration 22Q (5686.500000 sec): 3 clusters
  Score: Raw -631681.058061 + Penalty 2797.286016 = -628883.772045
  nChanged 20
		SP:Iteration 23Q (5686.520000 sec): 3 clusters
  Score: Raw -631684.155173 + Penalty 2797.286016 = -628886.869157
  nChanged 15
		SP:Iteration 24Q (5686.530000 sec): 3 clusters
  Score: Raw -631686.350443 + Penalty 2797.286016 = -628889.064427
  nChanged 12
		SP:Iteration 25Q (5686.540000 sec): 3 clusters
  Score: Raw -631689.689460 + Penalty 2797.286016 = -628892.403444
  nChanged 17
		SP:Iteration 26Q (5686.560000 sec): 3 clusters
  Score: Raw -631693.140185 + Penalty 2797.286016 = -628895.854169
  nChanged 18
		SP:Iteration 27Q (5686.570000 sec): 3 clusters
  Score: Raw -631696.122503 + Penalty 2797.286016 = -628898.836487
  nChanged 12
		SP:Iteration 28Q (5686.590000 sec): 3 clusters
  Score: Raw -631697.763980 + Penalty 2797.286016 = -628900.477964
  nChanged 9
		SP:Iteration 29Q (5686.600000 sec): 3 clusters
  Score: Raw -631699.270634 + Penalty 2797.286016 = -628901.984618
  nChanged 6
		SP:Iteration 30Q (5686.610000 sec): 3 clusters
  Score: Raw -631700.165034 + Penalty 2797.286016 = -628902.879018
  nChanged 8
		SP:Iteration 31Q (5686.630000 sec): 3 clusters
  Score: Raw -631701.603658 + Penalty 2797.286016 = -628904.317642
  nChanged 12
		SP:Iteration 32Q (5686.640000 sec): 3 clusters
  Score: Raw -631703.643117 + Penalty 2797.286016 = -628906.357101
  nChanged 9
		SP:Iteration 33Q (5686.650000 sec): 3 clusters
  Score: Raw -631705.024885 + Penalty 2797.286016 = -628907.738869
  nChanged 5
		SP:Iteration 34Q (5686.670000 sec): 3 clusters
  Score: Raw -631705.980655 + Penalty 2797.286016 = -628908.694639
  nChanged 11
		SP:Iteration 35Q (5686.680000 sec): 3 clusters
  Score: Raw -631707.255181 + Penalty 2797.286016 = -628909.969165
  nChanged 14
		SP:Iteration 36Q (5686.690000 sec): 3 clusters
  Score: Raw -631708.913311 + Penalty 2797.286016 = -628911.627295
  nChanged 12
		SP:Iteration 37Q (5686.710000 sec): 3 clusters
  Score: Raw -631710.922454 + Penalty 2797.286016 = -628913.636438
  nChanged 16
		SP:Iteration 38Q (5686.720000 sec): 3 clusters
  Score: Raw -631713.933808 + Penalty 2797.286016 = -628916.647791
  nChanged 15
		SP:Iteration 39Q (5686.730000 sec): 3 clusters
  Score: Raw -631717.931387 + Penalty 2797.286016 = -628920.645371
  nChanged 19
		SP:Iteration 40F (5686.750000 sec): 3 clusters
  Score: Raw -631722.108684 + Penalty 2797.286016 = -628924.822668
  nChanged 19
		SP:Iteration 41Q (5686.760000 sec): 3 clusters
  Score: Raw -631727.868115 + Penalty 2797.286016 = -628930.582099
  nChanged 26
		SP:Iteration 42Q (5686.770000 sec): 3 clusters
  Score: Raw -631735.274798 + Penalty 2797.286016 = -628937.988782
  nChanged 34
		SP:Iteration 43Q (5686.790000 sec): 3 clusters
  Score: Raw -631744.336544 + Penalty 2797.286016 = -628947.050527
  nChanged 50
		SP:Iteration 44Q (5686.800000 sec): 3 clusters
  Score: Raw -631757.666102 + Penalty 2797.286016 = -628960.380086
  nChanged 58
		SP:Iteration 45Q (5686.810000 sec): 3 clusters
  Score: Raw -631771.415350 + Penalty 2797.286016 = -628974.129334
  nChanged 58
		SP:Iteration 46Q (5686.830000 sec): 3 clusters
  Score: Raw -631785.830647 + Penalty 2797.286016 = -628988.544631
  nChanged 59
		SP:Iteration 47Q (5686.840000 sec): 3 clusters
  Score: Raw -631800.584266 + Penalty 2797.286016 = -629003.298250
  nChanged 66
		SP:Iteration 48Q (5686.850000 sec): 3 clusters
  Score: Raw -631820.910197 + Penalty 2797.286016 = -629023.624181
  nChanged 64
		SP:Iteration 49Q (5686.870000 sec): 3 clusters
  Score: Raw -631837.768330 + Penalty 2797.286016 = -629040.482314
  nChanged 58
		SP:Iteration 50Q (5686.880000 sec): 3 clusters
  Score: Raw -631851.747892 + Penalty 2797.286016 = -629054.461876
  nChanged 54
		SP:Iteration 51Q (5686.890000 sec): 3 clusters
  Score: Raw -631867.520359 + Penalty 2797.286016 = -629070.234343
  nChanged 60
		SP:Iteration 52Q (5686.910000 sec): 3 clusters
  Score: Raw -631886.302300 + Penalty 2797.286016 = -629089.016284
  nChanged 70
		SP:Iteration 53Q (5686.920000 sec): 3 clusters
  Score: Raw -631912.883608 + Penalty 2797.286016 = -629115.597592
  nChanged 81
		SP:Iteration 54Q (5686.930000 sec): 3 clusters
  Score: Raw -631943.357243 + Penalty 2797.286016 = -629146.071227
  nChanged 91
		SP:Iteration 55Q (5686.950000 sec): 3 clusters
  Score: Raw -631978.680285 + Penalty 2797.286016 = -629181.394269
  nChanged 90
		SP:Iteration 56Q (5686.960000 sec): 3 clusters
  Score: Raw -632015.946671 + Penalty 2797.286016 = -629218.660655
  nChanged 88
		SP:Iteration 57Q (5686.970000 sec): 3 clusters
  Score: Raw -632051.791099 + Penalty 2797.286016 = -629254.505083
  nChanged 71
		SP:Iteration 58Q (5686.990000 sec): 3 clusters
  Score: Raw -632086.803171 + Penalty 2797.286016 = -629289.517155
  nChanged 71
		SP:Iteration 59Q (5687.000000 sec): 3 clusters
  Score: Raw -632121.473155 + Penalty 2797.286016 = -629324.187139
  nChanged 79
		SP:Iteration 60F (5687.010000 sec): 3 clusters
  Score: Raw -632157.723986 + Penalty 2797.286016 = -629360.437970
  nChanged 74
		SP:Iteration 61Q (5687.030000 sec): 3 clusters
  Score: Raw -632191.629990 + Penalty 2797.286016 = -629394.343974
  nChanged 71
		SP:Iteration 62Q (5687.040000 sec): 3 clusters
  Score: Raw -632224.057644 + Penalty 2797.286016 = -629426.771628
  nChanged 62
		SP:Iteration 63Q (5687.050000 sec): 3 clusters
  Score: Raw -632253.519426 + Penalty 2797.286016 = -629456.233410
  nChanged 64
		SP:Iteration 64Q (5687.070000 sec): 3 clusters
  Score: Raw -632285.356332 + Penalty 2797.286016 = -629488.070316
  nChanged 60
		SP:Iteration 65Q (5687.080000 sec): 3 clusters
  Score: Raw -632320.013864 + Penalty 2797.286016 = -629522.727848
  nChanged 63
		SP:Iteration 66Q (5687.090000 sec): 3 clusters
  Score: Raw -632356.197308 + Penalty 2797.286016 = -629558.911292
  nChanged 61
		SP:Iteration 67Q (5687.100000 sec): 3 clusters
  Score: Raw -632388.592381 + Penalty 2797.286016 = -629591.306365
  nChanged 36
		SP:Iteration 68Q (5687.120000 sec): 3 clusters
  Score: Raw -632412.554136 + Penalty 2797.286016 = -629615.268120
  nChanged 41
		SP:Iteration 69Q (5687.130000 sec): 3 clusters
  Score: Raw -632439.481509 + Penalty 2797.286016 = -629642.195493
  nChanged 38
		SP:Iteration 70Q (5687.140000 sec): 3 clusters
  Score: Raw -632465.739649 + Penalty 2797.286016 = -629668.453633
  nChanged 35
		SP:Iteration 71Q (5687.150000 sec): 3 clusters
  Score: Raw -632492.744881 + Penalty 2797.286016 = -629695.458865
  nChanged 26
		SP:Iteration 72Q (5687.160000 sec): 3 clusters
  Score: Raw -632510.620529 + Penalty 2797.286016 = -629713.334513
  nChanged 27
		SP:Iteration 73Q (5687.170000 sec): 3 clusters
  Score: Raw -632526.516792 + Penalty 2797.286016 = -629729.230776
  nChanged 21
		SP:Iteration 74Q (5687.190000 sec): 3 clusters
  Score: Raw -632540.102518 + Penalty 2797.286016 = -629742.816502
  nChanged 22
		SP:Iteration 75Q (5687.200000 sec): 3 clusters
  Score: Raw -632551.194023 + Penalty 2797.286016 = -629753.908007
  nChanged 18
		SP:Iteration 76Q (5687.210000 sec): 3 clusters
  Score: Raw -632560.543782 + Penalty 2797.286016 = -629763.257766
  nChanged 16
		SP:Iteration 77Q (5687.220000 sec): 3 clusters
  Score: Raw -632568.514057 + Penalty 2797.286016 = -629771.228041
  nChanged 14
		SP:Iteration 78Q (5687.230000 sec): 3 clusters
  Score: Raw -632576.984596 + Penalty 2797.286016 = -629779.698580
  nChanged 11
		SP:Iteration 79Q (5687.240000 sec): 3 clusters
  Score: Raw -632581.332998 + Penalty 2797.286016 = -629784.046982
  nChanged 5
		SP:Iteration 80F (5687.250000 sec): 3 clusters
  Score: Raw -632584.405216 + Penalty 2797.286016 = -629787.119200
  nChanged 5
		SP:Iteration 81Q (5687.270000 sec): 3 clusters
  Score: Raw -632586.827408 + Penalty 2797.286016 = -629789.541392
  nChanged 7
		SP:Iteration 82Q (5687.280000 sec): 3 clusters
  Score: Raw -632590.461238 + Penalty 2797.286016 = -629793.175222
  nChanged 7
		SP:Iteration 83Q (5687.290000 sec): 3 clusters
  Score: Raw -632593.437853 + Penalty 2797.286016 = -629796.151837
  nChanged 5
		SP:Iteration 84Q (5687.300000 sec): 3 clusters
  Score: Raw -632595.571606 + Penalty 2797.286016 = -629798.285590
  nChanged 1
		SP:Iteration 85Q (5687.310000 sec): 3 clusters
  Score: Raw -632596.369029 + Penalty 2797.286016 = -629799.083013
  nChanged 1
		SP:Iteration 86Q (5687.320000 sec): 3 clusters
  Score: Raw -632596.900631 + Penalty 2797.286016 = -629799.614615
  nChanged 1
		SP:Iteration 87Q (5687.340000 sec): 3 clusters
  Score: Raw -632597.122953 + Penalty 2797.286016 = -629799.836937
  nChanged 0
		SP:Iteration 88F (5687.350000 sec): 3 clusters
  Score: Raw -632597.122953 + Penalty 2797.286016 = -629799.836937
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 15 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5687.360000 sec): 2 clusters
  Score: Raw -170572.220654 + Penalty 1189.370400 = -169382.850254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5687.360000 sec): 3 clusters
  Score: Raw -169995.188593 + Penalty 2378.740799 = -167616.447794
  nChanged 501
		SP:Iteration 1F (5687.370000 sec): 3 clusters
  Score: Raw -170374.732444 + Penalty 2378.740799 = -167995.991645
  nChanged 135
		SP:Iteration 2F (5687.370000 sec): 3 clusters
  Score: Raw -170474.791332 + Penalty 2378.740799 = -168096.050533
  nChanged 65
		SP:Iteration 3Q (5687.380000 sec): 3 clusters
  Score: Raw -170525.144385 + Penalty 2378.740799 = -168146.403586
  nChanged 51
		SP:Iteration 4Q (5687.380000 sec): 3 clusters
  Score: Raw -170567.184740 + Penalty 2378.740799 = -168188.443941
  nChanged 33
		SP:Iteration 5Q (5687.380000 sec): 3 clusters
  Score: Raw -170593.741704 + Penalty 2378.740799 = -168215.000905
  nChanged 34
		SP:Iteration 6Q (5687.390000 sec): 3 clusters
  Score: Raw -170622.482656 + Penalty 2378.740799 = -168243.741857
  nChanged 30
		SP:Iteration 7Q (5687.390000 sec): 3 clusters
  Score: Raw -170641.017963 + Penalty 2378.740799 = -168262.277164
  nChanged 21
		SP:Iteration 8Q (5687.400000 sec): 3 clusters
  Score: Raw -170653.339086 + Penalty 2378.740799 = -168274.598287
  nChanged 15
		SP:Iteration 9Q (5687.400000 sec): 3 clusters
  Score: Raw -170663.490148 + Penalty 2378.740799 = -168284.749348
  nChanged 9
		SP:Iteration 10Q (5687.400000 sec): 3 clusters
  Score: Raw -170669.217789 + Penalty 2378.740799 = -168290.476990
  nChanged 7
		SP:Iteration 11Q (5687.410000 sec): 3 clusters
  Score: Raw -170673.420338 + Penalty 2378.740799 = -168294.679538
  nChanged 7
		SP:Iteration 12Q (5687.410000 sec): 3 clusters
  Score: Raw -170676.837235 + Penalty 2378.740799 = -168298.096436
  nChanged 3
		SP:Iteration 13Q (5687.410000 sec): 3 clusters
  Score: Raw -170678.239647 + Penalty 2378.740799 = -168299.498848
  nChanged 5
		SP:Iteration 14Q (5687.420000 sec): 3 clusters
  Score: Raw -170680.824211 + Penalty 2378.740799 = -168302.083412
  nChanged 4
		SP:Iteration 15Q (5687.420000 sec): 3 clusters
  Score: Raw -170683.886446 + Penalty 2378.740799 = -168305.145647
  nChanged 2
		SP:Iteration 16Q (5687.420000 sec): 3 clusters
  Score: Raw -170684.662232 + Penalty 2378.740799 = -168305.921433
  nChanged 0
		SP:Iteration 17F (5687.430000 sec): 3 clusters
  Score: Raw -170684.662232 + Penalty 2378.740799 = -168305.921433
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5687.450000 sec): 2 clusters
  Score: Raw -603604.466274 + Penalty 1394.977665 = -602209.488609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5687.460000 sec): 3 clusters
  Score: Raw -600758.203592 + Penalty 2789.955330 = -597968.248262
  nChanged 2209
		SP:Iteration 1F (5687.480000 sec): 3 clusters
  Score: Raw -601910.564251 + Penalty 2789.955330 = -599120.608921
  nChanged 425
		SP:Iteration 2F (5687.490000 sec): 3 clusters
  Score: Raw -602180.519324 + Penalty 2789.955330 = -599390.563994
  nChanged 336
		SP:Iteration 3F (5687.500000 sec): 3 clusters
  Score: Raw -602396.847879 + Penalty 2789.955330 = -599606.892549
  nChanged 317
		SP:Iteration 4F (5687.520000 sec): 3 clusters
  Score: Raw -602621.350221 + Penalty 2789.955330 = -599831.394891
  nChanged 311
		SP:Iteration 5F (5687.530000 sec): 3 clusters
  Score: Raw -602878.430721 + Penalty 2789.955330 = -600088.475391
  nChanged 338
		SP:Iteration 6F (5687.540000 sec): 3 clusters
  Score: Raw -603160.861414 + Penalty 2789.955330 = -600370.906084
  nChanged 323
		SP:Iteration 7F (5687.560000 sec): 3 clusters
  Score: Raw -603407.572269 + Penalty 2789.955330 = -600617.616939
  nChanged 251
		SP:Iteration 8Q (5687.570000 sec): 3 clusters
  Score: Raw -603570.633415 + Penalty 2789.955330 = -600780.678085
  nChanged 194
		SP:Iteration 9Q (5687.580000 sec): 3 clusters
  Score: Raw -603681.137314 + Penalty 2789.955330 = -600891.181984
  nChanged 143
		SP:Iteration 10Q (5687.600000 sec): 3 clusters
  Score: Raw -603752.904113 + Penalty 2789.955330 = -600962.948783
  nChanged 113
		SP:Iteration 11Q (5687.610000 sec): 3 clusters
  Score: Raw -603800.028471 + Penalty 2789.955330 = -601010.073141
  nChanged 94
		SP:Iteration 12Q (5687.620000 sec): 3 clusters
  Score: Raw -603838.026262 + Penalty 2789.955330 = -601048.070932
  nChanged 73
		SP:Iteration 13Q (5687.640000 sec): 3 clusters
  Score: Raw -603885.011412 + Penalty 2789.955330 = -601095.056082
  nChanged 77
		SP:Iteration 14Q (5687.650000 sec): 3 clusters
  Score: Raw -603941.399515 + Penalty 2789.955330 = -601151.444185
  nChanged 88
		SP:Iteration 15Q (5687.660000 sec): 3 clusters
  Score: Raw -603998.780618 + Penalty 2789.955330 = -601208.825289
  nChanged 83
		SP:Iteration 16Q (5687.680000 sec): 3 clusters
  Score: Raw -604053.949879 + Penalty 2789.955330 = -601263.994549
  nChanged 92
		SP:Iteration 17Q (5687.690000 sec): 3 clusters
  Score: Raw -604102.611848 + Penalty 2789.955330 = -601312.656518
  nChanged 92
		SP:Iteration 18Q (5687.700000 sec): 3 clusters
  Score: Raw -604150.358565 + Penalty 2789.955330 = -601360.403235
  nChanged 89
		SP:Iteration 19Q (5687.710000 sec): 3 clusters
  Score: Raw -604190.940163 + Penalty 2789.955330 = -601400.984833
  nChanged 89
		SP:Iteration 20F (5687.730000 sec): 3 clusters
  Score: Raw -604234.137177 + Penalty 2789.955330 = -601444.181847
  nChanged 92
		SP:Iteration 21Q (5687.740000 sec): 3 clusters
  Score: Raw -604279.259294 + Penalty 2789.955330 = -601489.303964
  nChanged 95
		SP:Iteration 22Q (5687.750000 sec): 3 clusters
  Score: Raw -604328.597373 + Penalty 2789.955330 = -601538.642043
  nChanged 100
		SP:Iteration 23Q (5687.760000 sec): 3 clusters
  Score: Raw -604380.179677 + Penalty 2789.955330 = -601590.224347
  nChanged 109
		SP:Iteration 24Q (5687.780000 sec): 3 clusters
  Score: Raw -604442.122217 + Penalty 2789.955330 = -601652.166887
  nChanged 102
		SP:Iteration 25Q (5687.790000 sec): 3 clusters
  Score: Raw -604506.165734 + Penalty 2789.955330 = -601716.210405
  nChanged 96
		SP:Iteration 26Q (5687.800000 sec): 3 clusters
  Score: Raw -604566.877730 + Penalty 2789.955330 = -601776.922400
  nChanged 94
		SP:Iteration 27Q (5687.810000 sec): 3 clusters
  Score: Raw -604640.833458 + Penalty 2789.955330 = -601850.878128
  nChanged 105
		SP:Iteration 28Q (5687.820000 sec): 3 clusters
  Score: Raw -604715.423632 + Penalty 2789.955330 = -601925.468302
  nChanged 92
		SP:Iteration 29Q (5687.830000 sec): 3 clusters
  Score: Raw -604772.257767 + Penalty 2789.955330 = -601982.302437
  nChanged 70
		SP:Iteration 30Q (5687.840000 sec): 3 clusters
  Score: Raw -604811.859705 + Penalty 2789.955330 = -602021.904375
  nChanged 48
		SP:Iteration 31Q (5687.850000 sec): 3 clusters
  Score: Raw -604840.163225 + Penalty 2789.955330 = -602050.207895
  nChanged 45
		SP:Iteration 32Q (5687.860000 sec): 3 clusters
  Score: Raw -604863.203568 + Penalty 2789.955330 = -602073.248238
  nChanged 39
		SP:Iteration 33Q (5687.880000 sec): 3 clusters
  Score: Raw -604877.229059 + Penalty 2789.955330 = -602087.273729
  nChanged 30
		SP:Iteration 34Q (5687.890000 sec): 3 clusters
  Score: Raw -604886.711342 + Penalty 2789.955330 = -602096.756012
  nChanged 24
		SP:Iteration 35Q (5687.900000 sec): 3 clusters
  Score: Raw -604892.422338 + Penalty 2789.955330 = -602102.467008
  nChanged 19
		SP:Iteration 36Q (5687.910000 sec): 3 clusters
  Score: Raw -604898.171651 + Penalty 2789.955330 = -602108.216321
  nChanged 16
		SP:Iteration 37Q (5687.920000 sec): 3 clusters
  Score: Raw -604900.909804 + Penalty 2789.955330 = -602110.954474
  nChanged 9
		SP:Iteration 38Q (5687.930000 sec): 3 clusters
  Score: Raw -604902.563222 + Penalty 2789.955330 = -602112.607892
  nChanged 8
		SP:Iteration 39Q (5687.940000 sec): 3 clusters
  Score: Raw -604904.123969 + Penalty 2789.955330 = -602114.168639
  nChanged 8
		SP:Iteration 40F (5687.960000 sec): 3 clusters
  Score: Raw -604905.598525 + Penalty 2789.955330 = -602115.643195
  nChanged 4
		SP:Iteration 41Q (5687.970000 sec): 3 clusters
  Score: Raw -604906.535158 + Penalty 2789.955330 = -602116.579828
  nChanged 8
		SP:Iteration 42Q (5687.980000 sec): 3 clusters
  Score: Raw -604908.659428 + Penalty 2789.955330 = -602118.704098
  nChanged 3
		SP:Iteration 43Q (5687.990000 sec): 3 clusters
  Score: Raw -604909.126858 + Penalty 2789.955330 = -602119.171528
  nChanged 2
		SP:Iteration 44Q (5688.000000 sec): 3 clusters
  Score: Raw -604909.410691 + Penalty 2789.955330 = -602119.455361
  nChanged 1
		SP:Iteration 45Q (5688.010000 sec): 3 clusters
  Score: Raw -604909.484739 + Penalty 2789.955330 = -602119.529409
  nChanged 2
		SP:Iteration 46Q (5688.020000 sec): 3 clusters
  Score: Raw -604909.858208 + Penalty 2789.955330 = -602119.902878
  nChanged 2
		SP:Iteration 47Q (5688.040000 sec): 3 clusters
  Score: Raw -604910.213185 + Penalty 2789.955330 = -602120.257855
  nChanged 3
		SP:Iteration 48Q (5688.050000 sec): 3 clusters
  Score: Raw -604910.856243 + Penalty 2789.955330 = -602120.900913
  nChanged 2
		SP:Iteration 49Q (5688.060000 sec): 3 clusters
  Score: Raw -604911.130842 + Penalty 2789.955330 = -602121.175512
  nChanged 2
		SP:Iteration 50Q (5688.070000 sec): 3 clusters
  Score: Raw -604911.346315 + Penalty 2789.955330 = -602121.390985
  nChanged 1
		SP:Iteration 51Q (5688.080000 sec): 3 clusters
  Score: Raw -604911.458518 + Penalty 2789.955330 = -602121.503188
  nChanged 1
		SP:Iteration 52Q (5688.090000 sec): 3 clusters
  Score: Raw -604911.659818 + Penalty 2789.955330 = -602121.704488
  nChanged 2
		SP:Iteration 53Q (5688.100000 sec): 3 clusters
  Score: Raw -604912.551026 + Penalty 2789.955330 = -602122.595696
  nChanged 4
		SP:Iteration 54Q (5688.110000 sec): 3 clusters
  Score: Raw -604913.210048 + Penalty 2789.955330 = -602123.254718
  nChanged 0
		SP:Iteration 55F (5688.130000 sec): 3 clusters
  Score: Raw -604913.210048 + Penalty 2789.955330 = -602123.254718
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5688.140000 sec): 2 clusters
  Score: Raw -47000.967749 + Penalty 983.464490 = -46017.503259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5688.140000 sec): 3 clusters
  Score: Raw -46969.942403 + Penalty 1966.928980 = -45003.013423
  nChanged 86
		SP:Iteration 1F (5688.140000 sec): 3 clusters
  Score: Raw -47125.812948 + Penalty 1966.928980 = -45158.883968
  nChanged 29
		SP:Iteration 2F (5688.140000 sec): 3 clusters
  Score: Raw -47182.181589 + Penalty 1966.928980 = -45215.252609
  nChanged 18
		SP:Iteration 3Q (5688.150000 sec): 3 clusters
  Score: Raw -47215.393433 + Penalty 1966.928980 = -45248.464453
  nChanged 5
		SP:Iteration 4Q (5688.150000 sec): 3 clusters
  Score: Raw -47224.846260 + Penalty 1966.928980 = -45257.917280
  nChanged 3
		SP:Iteration 5Q (5688.150000 sec): 3 clusters
  Score: Raw -47227.946932 + Penalty 1966.928980 = -45261.017952
  nChanged 0
		SP:Iteration 6F (5688.150000 sec): 3 clusters
  Score: Raw -47227.946932 + Penalty 1966.928980 = -45261.017952
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 18 (18855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5688.210000 sec): 2 clusters
  Score: Raw -2194273.045412 + Penalty 1599.736679 = -2192673.308732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5688.260000 sec): 3 clusters
  Score: Raw -2182929.976891 + Penalty 3199.473358 = -2179730.503533
  nChanged 8465
		SP:Iteration 1F (5688.310000 sec): 3 clusters
  Score: Raw -2187594.275045 + Penalty 3199.473358 = -2184394.801687
  nChanged 1031
		SP:Iteration 2F (5688.350000 sec): 3 clusters
  Score: Raw -2187998.847831 + Penalty 3199.473358 = -2184799.374473
  nChanged 968
		SP:Iteration 3F (5688.400000 sec): 3 clusters
  Score: Raw -2188402.176339 + Penalty 3199.473358 = -2185202.702981
  nChanged 991
		SP:Iteration 4F (5688.450000 sec): 3 clusters
  Score: Raw -2188870.549847 + Penalty 3199.473358 = -2185671.076489
  nChanged 1053
		SP:Iteration 5F (5688.500000 sec): 3 clusters
  Score: Raw -2189423.325557 + Penalty 3199.473358 = -2186223.852199
  nChanged 1060
		SP:Iteration 6F (5688.550000 sec): 3 clusters
  Score: Raw -2189985.907197 + Penalty 3199.473358 = -2186786.433839
  nChanged 1056
		SP:Iteration 7F (5688.590000 sec): 3 clusters
  Score: Raw -2190594.985461 + Penalty 3199.473358 = -2187395.512102
  nChanged 1039
		SP:Iteration 8F (5688.640000 sec): 3 clusters
  Score: Raw -2191244.184630 + Penalty 3199.473358 = -2188044.711272
  nChanged 975
		SP:Iteration 9F (5688.690000 sec): 3 clusters
  Score: Raw -2191889.673394 + Penalty 3199.473358 = -2188690.200036
  nChanged 834
		SP:Iteration 10Q (5688.740000 sec): 3 clusters
  Score: Raw -2192475.374246 + Penalty 3199.473358 = -2189275.900888
  nChanged 772
		SP:Iteration 11Q (5688.790000 sec): 3 clusters
  Score: Raw -2193085.400152 + Penalty 3199.473358 = -2189885.926794
  nChanged 615
		SP:Iteration 12Q (5688.840000 sec): 3 clusters
  Score: Raw -2193567.669436 + Penalty 3199.473358 = -2190368.196078
  nChanged 409
		SP:Iteration 13Q (5688.890000 sec): 3 clusters
  Score: Raw -2193896.129493 + Penalty 3199.473358 = -2190696.656135
  nChanged 244
		SP:Iteration 14Q (5688.930000 sec): 3 clusters
  Score: Raw -2194078.743958 + Penalty 3199.473358 = -2190879.270600
  nChanged 151
		SP:Iteration 15Q (5688.970000 sec): 3 clusters
  Score: Raw -2194200.976848 + Penalty 3199.473358 = -2191001.503490
  nChanged 108
		SP:Iteration 16Q (5689.020000 sec): 3 clusters
  Score: Raw -2194295.388034 + Penalty 3199.473358 = -2191095.914676
  nChanged 63
		SP:Iteration 17Q (5689.060000 sec): 3 clusters
  Score: Raw -2194348.797889 + Penalty 3199.473358 = -2191149.324531
  nChanged 43
		SP:Iteration 18Q (5689.090000 sec): 3 clusters
  Score: Raw -2194392.014852 + Penalty 3199.473358 = -2191192.541494
  nChanged 26
		SP:Iteration 19Q (5689.130000 sec): 3 clusters
  Score: Raw -2194418.651901 + Penalty 3199.473358 = -2191219.178543
  nChanged 23
		SP:Iteration 20F (5689.180000 sec): 3 clusters
  Score: Raw -2194439.848459 + Penalty 3199.473358 = -2191240.375100
  nChanged 14
		SP:Iteration 21Q (5689.220000 sec): 3 clusters
  Score: Raw -2194454.827938 + Penalty 3199.473358 = -2191255.354579
  nChanged 14
		SP:Iteration 22Q (5689.250000 sec): 3 clusters
  Score: Raw -2194466.836070 + Penalty 3199.473358 = -2191267.362712
  nChanged 10
		SP:Iteration 23Q (5689.290000 sec): 3 clusters
  Score: Raw -2194475.007175 + Penalty 3199.473358 = -2191275.533817
  nChanged 7
		SP:Iteration 24Q (5689.330000 sec): 3 clusters
  Score: Raw -2194479.762197 + Penalty 3199.473358 = -2191280.288839
  nChanged 2
		SP:Iteration 25Q (5689.370000 sec): 3 clusters
  Score: Raw -2194480.829386 + Penalty 3199.473358 = -2191281.356028
  nChanged 1
		SP:Iteration 26Q (5689.400000 sec): 3 clusters
  Score: Raw -2194481.910576 + Penalty 3199.473358 = -2191282.437218
  nChanged 2
		SP:Iteration 27Q (5689.440000 sec): 3 clusters
  Score: Raw -2194483.902638 + Penalty 3199.473358 = -2191284.429279
  nChanged 2
		SP:Iteration 28Q (5689.470000 sec): 3 clusters
  Score: Raw -2194485.668769 + Penalty 3199.473358 = -2191286.195411
  nChanged 3
		SP:Iteration 29Q (5689.510000 sec): 3 clusters
  Score: Raw -2194488.296251 + Penalty 3199.473358 = -2191288.822893
  nChanged 4
		SP:Iteration 30Q (5689.550000 sec): 3 clusters
  Score: Raw -2194490.617477 + Penalty 3199.473358 = -2191291.144119
  nChanged 4
		SP:Iteration 31Q (5689.580000 sec): 3 clusters
  Score: Raw -2194494.288655 + Penalty 3199.473358 = -2191294.815296
  nChanged 2
		SP:Iteration 32Q (5689.620000 sec): 3 clusters
  Score: Raw -2194495.856927 + Penalty 3199.473358 = -2191296.383569
  nChanged 2
		SP:Iteration 33Q (5689.650000 sec): 3 clusters
  Score: Raw -2194496.960787 + Penalty 3199.473358 = -2191297.487429
  nChanged 1
		SP:Iteration 34Q (5689.690000 sec): 3 clusters
  Score: Raw -2194497.861601 + Penalty 3199.473358 = -2191298.388243
  nChanged 0
		SP:Iteration 35F (5689.740000 sec): 3 clusters
  Score: Raw -2194497.861601 + Penalty 3199.473358 = -2191298.388243
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (6752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5689.770000 sec): 2 clusters
  Score: Raw -774566.278434 + Penalty 1432.859031 = -773133.419403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5689.780000 sec): 3 clusters
  Score: Raw -770811.830666 + Penalty 2865.718062 = -767946.112604
  nChanged 2850
		SP:Iteration 1F (5689.800000 sec): 3 clusters
  Score: Raw -772366.230565 + Penalty 2865.718062 = -769500.512503
  nChanged 441
		SP:Iteration 2F (5689.820000 sec): 3 clusters
  Score: Raw -772561.328485 + Penalty 2865.718062 = -769695.610424
  nChanged 325
		SP:Iteration 3Q (5689.830000 sec): 3 clusters
  Score: Raw -772704.340771 + Penalty 2865.718062 = -769838.622709
  nChanged 278
		SP:Iteration 4Q (5689.850000 sec): 3 clusters
  Score: Raw -772817.930702 + Penalty 2865.718062 = -769952.212640
  nChanged 237
		SP:Iteration 5Q (5689.870000 sec): 3 clusters
  Score: Raw -772914.478292 + Penalty 2865.718062 = -770048.760230
  nChanged 200
		SP:Iteration 6Q (5689.890000 sec): 3 clusters
  Score: Raw -772997.177719 + Penalty 2865.718062 = -770131.459658
  nChanged 181
		SP:Iteration 7Q (5689.900000 sec): 3 clusters
  Score: Raw -773063.812840 + Penalty 2865.718062 = -770198.094779
  nChanged 169
		SP:Iteration 8Q (5689.920000 sec): 3 clusters
  Score: Raw -773126.863782 + Penalty 2865.718062 = -770261.145720
  nChanged 143
		SP:Iteration 9Q (5689.940000 sec): 3 clusters
  Score: Raw -773180.012981 + Penalty 2865.718062 = -770314.294919
  nChanged 145
		SP:Iteration 10Q (5689.950000 sec): 3 clusters
  Score: Raw -773228.757569 + Penalty 2865.718062 = -770363.039507
  nChanged 144
		SP:Iteration 11Q (5689.970000 sec): 3 clusters
  Score: Raw -773279.307579 + Penalty 2865.718062 = -770413.589518
  nChanged 127
		SP:Iteration 12Q (5689.990000 sec): 3 clusters
  Score: Raw -773327.087118 + Penalty 2865.718062 = -770461.369056
  nChanged 123
		SP:Iteration 13Q (5690.010000 sec): 3 clusters
  Score: Raw -773372.547532 + Penalty 2865.718062 = -770506.829471
  nChanged 116
		SP:Iteration 14Q (5690.020000 sec): 3 clusters
  Score: Raw -773417.104428 + Penalty 2865.718062 = -770551.386367
  nChanged 129
		SP:Iteration 15Q (5690.040000 sec): 3 clusters
  Score: Raw -773466.864442 + Penalty 2865.718062 = -770601.146380
  nChanged 132
		SP:Iteration 16Q (5690.060000 sec): 3 clusters
  Score: Raw -773520.816342 + Penalty 2865.718062 = -770655.098280
  nChanged 139
		SP:Iteration 17Q (5690.070000 sec): 3 clusters
  Score: Raw -773577.577110 + Penalty 2865.718062 = -770711.859048
  nChanged 151
		SP:Iteration 18Q (5690.090000 sec): 3 clusters
  Score: Raw -773642.591930 + Penalty 2865.718062 = -770776.873868
  nChanged 148
		SP:Iteration 19Q (5690.110000 sec): 3 clusters
  Score: Raw -773704.428882 + Penalty 2865.718062 = -770838.710820
  nChanged 151
		SP:Iteration 20F (5690.120000 sec): 3 clusters
  Score: Raw -773773.997891 + Penalty 2865.718062 = -770908.279829
  nChanged 166
		SP:Iteration 21Q (5690.140000 sec): 3 clusters
  Score: Raw -773856.640847 + Penalty 2865.718062 = -770990.922785
  nChanged 182
		SP:Iteration 22Q (5690.160000 sec): 3 clusters
  Score: Raw -773953.156907 + Penalty 2865.718062 = -771087.438845
  nChanged 166
		SP:Iteration 23Q (5690.170000 sec): 3 clusters
  Score: Raw -774041.469116 + Penalty 2865.718062 = -771175.751054
  nChanged 168
		SP:Iteration 24Q (5690.190000 sec): 3 clusters
  Score: Raw -774138.087964 + Penalty 2865.718062 = -771272.369902
  nChanged 159
		SP:Iteration 25Q (5690.210000 sec): 3 clusters
  Score: Raw -774228.965088 + Penalty 2865.718062 = -771363.247026
  nChanged 149
		SP:Iteration 26Q (5690.220000 sec): 3 clusters
  Score: Raw -774325.305733 + Penalty 2865.718062 = -771459.587671
  nChanged 128
		SP:Iteration 27Q (5690.230000 sec): 3 clusters
  Score: Raw -774422.944269 + Penalty 2865.718062 = -771557.226207
  nChanged 102
		SP:Iteration 28Q (5690.250000 sec): 3 clusters
  Score: Raw -774502.775826 + Penalty 2865.718062 = -771637.057764
  nChanged 76
		SP:Iteration 29Q (5690.260000 sec): 3 clusters
  Score: Raw -774566.704242 + Penalty 2865.718062 = -771700.986180
  nChanged 64
		SP:Iteration 30Q (5690.280000 sec): 3 clusters
  Score: Raw -774623.316127 + Penalty 2865.718062 = -771757.598065
  nChanged 58
		SP:Iteration 31Q (5690.290000 sec): 3 clusters
  Score: Raw -774665.051574 + Penalty 2865.718062 = -771799.333513
  nChanged 40
		SP:Iteration 32Q (5690.310000 sec): 3 clusters
  Score: Raw -774691.803137 + Penalty 2865.718062 = -771826.085075
  nChanged 30
		SP:Iteration 33Q (5690.320000 sec): 3 clusters
  Score: Raw -774711.494084 + Penalty 2865.718062 = -771845.776023
  nChanged 27
		SP:Iteration 34Q (5690.330000 sec): 3 clusters
  Score: Raw -774731.594159 + Penalty 2865.718062 = -771865.876097
  nChanged 16
		SP:Iteration 35Q (5690.340000 sec): 3 clusters
  Score: Raw -774742.328253 + Penalty 2865.718062 = -771876.610191
  nChanged 9
		SP:Iteration 36Q (5690.360000 sec): 3 clusters
  Score: Raw -774747.386095 + Penalty 2865.718062 = -771881.668033
  nChanged 6
		SP:Iteration 37Q (5690.370000 sec): 3 clusters
  Score: Raw -774750.567379 + Penalty 2865.718062 = -771884.849318
  nChanged 5
		SP:Iteration 38Q (5690.380000 sec): 3 clusters
  Score: Raw -774752.024386 + Penalty 2865.718062 = -771886.306324
  nChanged 3
		SP:Iteration 39Q (5690.390000 sec): 3 clusters
  Score: Raw -774753.509329 + Penalty 2865.718062 = -771887.791267
  nChanged 4
		SP:Iteration 40F (5690.410000 sec): 3 clusters
  Score: Raw -774755.118914 + Penalty 2865.718062 = -771889.400852
  nChanged 2
		SP:Iteration 41Q (5690.430000 sec): 3 clusters
  Score: Raw -774755.843089 + Penalty 2865.718062 = -771890.125027
  nChanged 2
		SP:Iteration 42Q (5690.440000 sec): 3 clusters
  Score: Raw -774757.888105 + Penalty 2865.718062 = -771892.170043
  nChanged 5
		SP:Iteration 43Q (5690.450000 sec): 3 clusters
  Score: Raw -774761.423004 + Penalty 2865.718062 = -771895.704942
  nChanged 7
		SP:Iteration 44Q (5690.460000 sec): 3 clusters
  Score: Raw -774768.638229 + Penalty 2865.718062 = -771902.920168
  nChanged 9
		SP:Iteration 45Q (5690.480000 sec): 3 clusters
  Score: Raw -774775.345687 + Penalty 2865.718062 = -771909.627625
  nChanged 7
		SP:Iteration 46Q (5690.490000 sec): 3 clusters
  Score: Raw -774779.667021 + Penalty 2865.718062 = -771913.948959
  nChanged 5
		SP:Iteration 47Q (5690.500000 sec): 3 clusters
  Score: Raw -774782.576672 + Penalty 2865.718062 = -771916.858610
  nChanged 2
		SP:Iteration 48Q (5690.510000 sec): 3 clusters
  Score: Raw -774783.680283 + Penalty 2865.718062 = -771917.962221
  nChanged 2
		SP:Iteration 49Q (5690.530000 sec): 3 clusters
  Score: Raw -774784.314578 + Penalty 2865.718062 = -771918.596516
  nChanged 0
		SP:Iteration 50F (5690.550000 sec): 3 clusters
  Score: Raw -774784.314578 + Penalty 2865.718062 = -771918.596516
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (502053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5692.080000 sec): 2 clusters
  Score: Raw -58675375.101905 + Penalty 2133.049908 = -58673242.051997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5693.420000 sec): 3 clusters
  Score: Raw -58337400.504308 + Penalty 4266.099816 = -58333134.404492
  nChanged 246448
		SP:Iteration 1F (5694.750000 sec): 3 clusters
  Score: Raw -58486920.227537 + Penalty 4266.099816 = -58482654.127721
  nChanged 14856
		SP:Iteration 2Q (5696.110000 sec): 3 clusters
  Score: Raw -58490637.622014 + Penalty 4266.099816 = -58486371.522198
  nChanged 18624
		SP:Iteration 3Q (5697.470000 sec): 3 clusters
  Score: Raw -58497044.331819 + Penalty 4266.099816 = -58492778.232004
  nChanged 24460
		SP:Iteration 4Q (5698.850000 sec): 3 clusters
  Score: Raw -58508684.530940 + Penalty 4266.099816 = -58504418.431125
  nChanged 32013
		SP:Iteration 5F (5700.170000 sec): 3 clusters
  Score: Raw -58528467.177601 + Penalty 4266.099816 = -58524201.077786
  nChanged 36751
		SP:Iteration 6F (5701.470000 sec): 3 clusters
  Score: Raw -58555773.935807 + Penalty 4266.099816 = -58551507.835992
  nChanged 35878
		SP:Iteration 7F (5702.790000 sec): 3 clusters
  Score: Raw -58585396.472274 + Penalty 4266.099816 = -58581130.372458
  nChanged 29319
		SP:Iteration 8F (5704.100000 sec): 3 clusters
  Score: Raw -58610951.472500 + Penalty 4266.099816 = -58606685.372684
  nChanged 21366
		SP:Iteration 9Q (5705.390000 sec): 3 clusters
  Score: Raw -58629945.332642 + Penalty 4266.099816 = -58625679.232827
  nChanged 14876
		SP:Iteration 10Q (5706.610000 sec): 3 clusters
  Score: Raw -58642424.778096 + Penalty 4266.099816 = -58638158.678280
  nChanged 10300
		SP:Iteration 11Q (5707.740000 sec): 3 clusters
  Score: Raw -58650077.281344 + Penalty 4266.099816 = -58645811.181528
  nChanged 7477
		SP:Iteration 12Q (5708.820000 sec): 3 clusters
  Score: Raw -58655140.505206 + Penalty 4266.099816 = -58650874.405391
  nChanged 6010
		SP:Iteration 13Q (5709.870000 sec): 3 clusters
  Score: Raw -58659034.428835 + Penalty 4266.099816 = -58654768.329020
  nChanged 4991
		SP:Iteration 14Q (5710.910000 sec): 3 clusters
  Score: Raw -58662159.868848 + Penalty 4266.099816 = -58657893.769033
  nChanged 4164
		SP:Iteration 15Q (5711.920000 sec): 3 clusters
  Score: Raw -58664638.360693 + Penalty 4266.099816 = -58660372.260877
  nChanged 3554
		SP:Iteration 16Q (5712.900000 sec): 3 clusters
  Score: Raw -58666633.161394 + Penalty 4266.099816 = -58662367.061578
  nChanged 2906
		SP:Iteration 17Q (5713.880000 sec): 3 clusters
  Score: Raw -58668154.316955 + Penalty 4266.099816 = -58663888.217139
  nChanged 2414
		SP:Iteration 18Q (5714.840000 sec): 3 clusters
  Score: Raw -58669361.002895 + Penalty 4266.099816 = -58665094.903079
  nChanged 2138
		SP:Iteration 19Q (5715.780000 sec): 3 clusters
  Score: Raw -58670391.273499 + Penalty 4266.099816 = -58666125.173683
  nChanged 1801
		SP:Iteration 20F (5717.070000 sec): 3 clusters
  Score: Raw -58671220.983393 + Penalty 4266.099816 = -58666954.883578
  nChanged 1537
		SP:Iteration 21Q (5718.000000 sec): 3 clusters
  Score: Raw -58671913.615402 + Penalty 4266.099816 = -58667647.515587
  nChanged 1325
		SP:Iteration 22Q (5718.920000 sec): 3 clusters
  Score: Raw -58672497.088281 + Penalty 4266.099816 = -58668230.988465
  nChanged 1146
		SP:Iteration 23Q (5719.840000 sec): 3 clusters
  Score: Raw -58672985.898736 + Penalty 4266.099816 = -58668719.798921
  nChanged 988
		SP:Iteration 24Q (5720.760000 sec): 3 clusters
  Score: Raw -58673396.289207 + Penalty 4266.099816 = -58669130.189392
  nChanged 877
		SP:Iteration 25Q (5721.690000 sec): 3 clusters
  Score: Raw -58673756.133847 + Penalty 4266.099816 = -58669490.034032
  nChanged 694
		SP:Iteration 26Q (5722.620000 sec): 3 clusters
  Score: Raw -58674039.048923 + Penalty 4266.099816 = -58669772.949108
  nChanged 599
		SP:Iteration 27Q (5723.560000 sec): 3 clusters
  Score: Raw -58674291.821786 + Penalty 4266.099816 = -58670025.721970
  nChanged 561
		SP:Iteration 28Q (5724.480000 sec): 3 clusters
  Score: Raw -58674502.985814 + Penalty 4266.099816 = -58670236.885998
  nChanged 460
		SP:Iteration 29Q (5725.400000 sec): 3 clusters
  Score: Raw -58674664.630277 + Penalty 4266.099816 = -58670398.530462
  nChanged 426
		SP:Iteration 30Q (5726.320000 sec): 3 clusters
  Score: Raw -58674823.819453 + Penalty 4266.099816 = -58670557.719638
  nChanged 356
		SP:Iteration 31Q (5727.230000 sec): 3 clusters
  Score: Raw -58674966.955505 + Penalty 4266.099816 = -58670700.855689
  nChanged 324
		SP:Iteration 32Q (5728.140000 sec): 3 clusters
  Score: Raw -58675088.958073 + Penalty 4266.099816 = -58670822.858258
  nChanged 279
		SP:Iteration 33Q (5729.050000 sec): 3 clusters
  Score: Raw -58675188.952514 + Penalty 4266.099816 = -58670922.852698
  nChanged 225
		SP:Iteration 34Q (5729.960000 sec): 3 clusters
  Score: Raw -58675263.349140 + Penalty 4266.099816 = -58670997.249325
  nChanged 179
		SP:Iteration 35Q (5730.860000 sec): 3 clusters
  Score: Raw -58675322.643532 + Penalty 4266.099816 = -58671056.543717
  nChanged 150
		SP:Iteration 36Q (5731.770000 sec): 3 clusters
  Score: Raw -58675371.384965 + Penalty 4266.099816 = -58671105.285149
  nChanged 133
		SP:Iteration 37Q (5732.660000 sec): 3 clusters
  Score: Raw -58675414.658746 + Penalty 4266.099816 = -58671148.558930
  nChanged 131
		SP:Iteration 38Q (5733.580000 sec): 3 clusters
  Score: Raw -58675459.603704 + Penalty 4266.099816 = -58671193.503888
  nChanged 108
		SP:Iteration 39Q (5734.490000 sec): 3 clusters
  Score: Raw -58675489.515231 + Penalty 4266.099816 = -58671223.415416
  nChanged 76
		SP:Iteration 40F (5735.800000 sec): 3 clusters
  Score: Raw -58675512.189175 + Penalty 4266.099816 = -58671246.089360
  nChanged 68
		SP:Iteration 41Q (5736.700000 sec): 3 clusters
  Score: Raw -58675526.620286 + Penalty 4266.099816 = -58671260.520470
  nChanged 42
		SP:Iteration 42Q (5737.610000 sec): 3 clusters
  Score: Raw -58675536.374972 + Penalty 4266.099816 = -58671270.275157
  nChanged 41
		SP:Iteration 43Q (5738.520000 sec): 3 clusters
  Score: Raw -58675546.145273 + Penalty 4266.099816 = -58671280.045457
  nChanged 44
		SP:Iteration 44Q (5739.430000 sec): 3 clusters
  Score: Raw -58675554.862906 + Penalty 4266.099816 = -58671288.763091
  nChanged 36
		SP:Iteration 45Q (5740.340000 sec): 3 clusters
  Score: Raw -58675561.868141 + Penalty 4266.099816 = -58671295.768326
  nChanged 39
		SP:Iteration 46Q (5741.230000 sec): 3 clusters
  Score: Raw -58675571.772090 + Penalty 4266.099816 = -58671305.672274
  nChanged 37
		SP:Iteration 47Q (5742.130000 sec): 3 clusters
  Score: Raw -58675581.715338 + Penalty 4266.099816 = -58671315.615522
  nChanged 34
		SP:Iteration 48Q (5743.060000 sec): 3 clusters
  Score: Raw -58675591.214510 + Penalty 4266.099816 = -58671325.114694
  nChanged 42
		SP:Iteration 49Q (5743.990000 sec): 3 clusters
  Score: Raw -58675603.258497 + Penalty 4266.099816 = -58671337.158682
  nChanged 42
		SP:Iteration 50Q (5744.900000 sec): 3 clusters
  Score: Raw -58675614.833084 + Penalty 4266.099816 = -58671348.733268
  nChanged 37
		SP:Iteration 51Q (5745.800000 sec): 3 clusters
  Score: Raw -58675624.319799 + Penalty 4266.099816 = -58671358.219983
  nChanged 29
		SP:Iteration 52Q (5746.710000 sec): 3 clusters
  Score: Raw -58675630.951441 + Penalty 4266.099816 = -58671364.851626
  nChanged 30
		SP:Iteration 53Q (5747.610000 sec): 3 clusters
  Score: Raw -58675637.827055 + Penalty 4266.099816 = -58671371.727239
  nChanged 30
		SP:Iteration 54Q (5748.510000 sec): 3 clusters
  Score: Raw -58675644.413386 + Penalty 4266.099816 = -58671378.313571
  nChanged 25
		SP:Iteration 55Q (5749.420000 sec): 3 clusters
  Score: Raw -58675649.207001 + Penalty 4266.099816 = -58671383.107185
  nChanged 23
		SP:Iteration 56Q (5750.330000 sec): 3 clusters
  Score: Raw -58675654.846883 + Penalty 4266.099816 = -58671388.747068
  nChanged 20
		SP:Iteration 57Q (5751.240000 sec): 3 clusters
  Score: Raw -58675659.798260 + Penalty 4266.099816 = -58671393.698444
  nChanged 21
		SP:Iteration 58Q (5752.150000 sec): 3 clusters
  Score: Raw -58675664.883322 + Penalty 4266.099816 = -58671398.783507
  nChanged 19
		SP:Iteration 59Q (5753.060000 sec): 3 clusters
  Score: Raw -58675668.718367 + Penalty 4266.099816 = -58671402.618551
  nChanged 20
		SP:Iteration 60F (5754.380000 sec): 3 clusters
  Score: Raw -58675673.650558 + Penalty 4266.099816 = -58671407.550743
  nChanged 12
		SP:Iteration 61Q (5755.290000 sec): 3 clusters
  Score: Raw -58675676.611459 + Penalty 4266.099816 = -58671410.511644
  nChanged 12
		SP:Iteration 62Q (5756.200000 sec): 3 clusters
  Score: Raw -58675680.076813 + Penalty 4266.099816 = -58671413.976998
  nChanged 12
		SP:Iteration 63Q (5757.110000 sec): 3 clusters
  Score: Raw -58675682.677028 + Penalty 4266.099816 = -58671416.577212
  nChanged 18
		SP:Iteration 64Q (5758.020000 sec): 3 clusters
  Score: Raw -58675686.163712 + Penalty 4266.099816 = -58671420.063897
  nChanged 14
		SP:Iteration 65Q (5758.930000 sec): 3 clusters
  Score: Raw -58675690.640823 + Penalty 4266.099816 = -58671424.541007
  nChanged 17
		SP:Iteration 66Q (5759.830000 sec): 3 clusters
  Score: Raw -58675695.861805 + Penalty 4266.099816 = -58671429.761990
  nChanged 11
		SP:Iteration 67Q (5760.730000 sec): 3 clusters
  Score: Raw -58675698.734027 + Penalty 4266.099816 = -58671432.634212
  nChanged 18
		SP:Iteration 68Q (5761.640000 sec): 3 clusters
  Score: Raw -58675702.948619 + Penalty 4266.099816 = -58671436.848803
  nChanged 16
		SP:Iteration 69Q (5762.540000 sec): 3 clusters
  Score: Raw -58675706.461519 + Penalty 4266.099816 = -58671440.361703
  nChanged 15
		SP:Iteration 70Q (5763.450000 sec): 3 clusters
  Score: Raw -58675710.552559 + Penalty 4266.099816 = -58671444.452744
  nChanged 17
		SP:Iteration 71Q (5764.350000 sec): 3 clusters
  Score: Raw -58675716.063143 + Penalty 4266.099816 = -58671449.963327
  nChanged 18
		SP:Iteration 72Q (5765.250000 sec): 3 clusters
  Score: Raw -58675722.200534 + Penalty 4266.099816 = -58671456.100718
  nChanged 14
		SP:Iteration 73Q (5766.160000 sec): 3 clusters
  Score: Raw -58675725.645041 + Penalty 4266.099816 = -58671459.545225
  nChanged 12
		SP:Iteration 74Q (5767.070000 sec): 3 clusters
  Score: Raw -58675728.740005 + Penalty 4266.099816 = -58671462.640189
  nChanged 11
		SP:Iteration 75Q (5767.990000 sec): 3 clusters
  Score: Raw -58675730.498031 + Penalty 4266.099816 = -58671464.398216
  nChanged 11
		SP:Iteration 76Q (5768.900000 sec): 3 clusters
  Score: Raw -58675732.541494 + Penalty 4266.099816 = -58671466.441678
  nChanged 12
		SP:Iteration 77Q (5769.810000 sec): 3 clusters
  Score: Raw -58675735.078989 + Penalty 4266.099816 = -58671468.979173
  nChanged 12
		SP:Iteration 78Q (5770.710000 sec): 3 clusters
  Score: Raw -58675739.495378 + Penalty 4266.099816 = -58671473.395562
  nChanged 19
		SP:Iteration 79Q (5771.620000 sec): 3 clusters
  Score: Raw -58675745.312497 + Penalty 4266.099816 = -58671479.212682
  nChanged 14
		SP:Iteration 80F (5772.930000 sec): 3 clusters
  Score: Raw -58675749.236431 + Penalty 4266.099816 = -58671483.136615
  nChanged 11
		SP:Iteration 81Q (5773.830000 sec): 3 clusters
  Score: Raw -58675751.932273 + Penalty 4266.099816 = -58671485.832458
  nChanged 8
		SP:Iteration 82Q (5774.730000 sec): 3 clusters
  Score: Raw -58675754.151652 + Penalty 4266.099816 = -58671488.051836
  nChanged 6
		SP:Iteration 83Q (5775.620000 sec): 3 clusters
  Score: Raw -58675755.783445 + Penalty 4266.099816 = -58671489.683629
  nChanged 7
		SP:Iteration 84Q (5776.530000 sec): 3 clusters
  Score: Raw -58675756.830608 + Penalty 4266.099816 = -58671490.730793
  nChanged 6
		SP:Iteration 85Q (5777.440000 sec): 3 clusters
  Score: Raw -58675758.176961 + Penalty 4266.099816 = -58671492.077145
  nChanged 5
		SP:Iteration 86Q (5778.330000 sec): 3 clusters
  Score: Raw -58675759.603183 + Penalty 4266.099816 = -58671493.503368
  nChanged 5
		SP:Iteration 87Q (5779.240000 sec): 3 clusters
  Score: Raw -58675761.210763 + Penalty 4266.099816 = -58671495.110948
  nChanged 9
		SP:Iteration 88Q (5780.200000 sec): 3 clusters
  Score: Raw -58675763.941194 + Penalty 4266.099816 = -58671497.841378
  nChanged 6
		SP:Iteration 89Q (5781.160000 sec): 3 clusters
  Score: Raw -58675766.674278 + Penalty 4266.099816 = -58671500.574462
  nChanged 8
		SP:Iteration 90Q (5782.100000 sec): 3 clusters
  Score: Raw -58675769.092093 + Penalty 4266.099816 = -58671502.992277
  nChanged 8
		SP:Iteration 91Q (5783.010000 sec): 3 clusters
  Score: Raw -58675771.480143 + Penalty 4266.099816 = -58671505.380328
  nChanged 9
		SP:Iteration 92Q (5783.920000 sec): 3 clusters
  Score: Raw -58675773.460896 + Penalty 4266.099816 = -58671507.361080
  nChanged 4
		SP:Iteration 93Q (5784.820000 sec): 3 clusters
  Score: Raw -58675774.222663 + Penalty 4266.099816 = -58671508.122847
  nChanged 5
		SP:Iteration 94Q (5785.720000 sec): 3 clusters
  Score: Raw -58675775.444114 + Penalty 4266.099816 = -58671509.344298
  nChanged 2
		SP:Iteration 95Q (5786.640000 sec): 3 clusters
  Score: Raw -58675775.812928 + Penalty 4266.099816 = -58671509.713112
  nChanged 1
		SP:Iteration 96Q (5787.530000 sec): 3 clusters
  Score: Raw -58675776.031000 + Penalty 4266.099816 = -58671509.931184
  nChanged 3
		SP:Iteration 97Q (5788.430000 sec): 3 clusters
  Score: Raw -58675776.696162 + Penalty 4266.099816 = -58671510.596346
  nChanged 3
		SP:Iteration 98Q (5789.330000 sec): 3 clusters
  Score: Raw -58675777.551872 + Penalty 4266.099816 = -58671511.452057
  nChanged 2
		SP:Iteration 99Q (5790.230000 sec): 3 clusters
  Score: Raw -58675778.085231 + Penalty 4266.099816 = -58671511.985415
  nChanged 3
		SP:Iteration 100F (5791.530000 sec): 3 clusters
  Score: Raw -58675778.788822 + Penalty 4266.099816 = -58671512.689007
  nChanged 1
		SP:Iteration 101Q (5792.440000 sec): 3 clusters
  Score: Raw -58675778.885946 + Penalty 4266.099816 = -58671512.786130
  nChanged 2
		SP:Iteration 102Q (5793.340000 sec): 3 clusters
  Score: Raw -58675779.330590 + Penalty 4266.099816 = -58671513.230775
  nChanged 2
		SP:Iteration 103Q (5794.240000 sec): 3 clusters
  Score: Raw -58675779.804383 + Penalty 4266.099816 = -58671513.704567
  nChanged 0
		SP:Iteration 104F (5795.540000 sec): 3 clusters
  Score: Raw -58675779.804383 + Penalty 4266.099816 = -58671513.704567
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5795.800000 sec): 2 clusters
  Score: Raw -172071.361849 + Penalty 1196.635944 = -170874.725905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5795.800000 sec): 3 clusters
  Score: Raw -171489.846374 + Penalty 2393.271888 = -169096.574487
  nChanged 518
		SP:Iteration 1F (5795.810000 sec): 3 clusters
  Score: Raw -171853.967479 + Penalty 2393.271888 = -169460.695591
  nChanged 118
		SP:Iteration 2F (5795.810000 sec): 3 clusters
  Score: Raw -171939.010941 + Penalty 2393.271888 = -169545.739053
  nChanged 62
		SP:Iteration 3Q (5795.820000 sec): 3 clusters
  Score: Raw -171989.243952 + Penalty 2393.271888 = -169595.972064
  nChanged 52
		SP:Iteration 4Q (5795.820000 sec): 3 clusters
  Score: Raw -172027.637269 + Penalty 2393.271888 = -169634.365381
  nChanged 33
		SP:Iteration 5Q (5795.820000 sec): 3 clusters
  Score: Raw -172050.001877 + Penalty 2393.271888 = -169656.729989
  nChanged 28
		SP:Iteration 6Q (5795.830000 sec): 3 clusters
  Score: Raw -172069.893935 + Penalty 2393.271888 = -169676.622047
  nChanged 23
		SP:Iteration 7Q (5795.830000 sec): 3 clusters
  Score: Raw -172081.755751 + Penalty 2393.271888 = -169688.483863
  nChanged 24
		SP:Iteration 8Q (5795.840000 sec): 3 clusters
  Score: Raw -172103.069962 + Penalty 2393.271888 = -169709.798074
  nChanged 28
		SP:Iteration 9Q (5795.840000 sec): 3 clusters
  Score: Raw -172128.668351 + Penalty 2393.271888 = -169735.396464
  nChanged 31
		SP:Iteration 10Q (5795.840000 sec): 3 clusters
  Score: Raw -172152.769203 + Penalty 2393.271888 = -169759.497315
  nChanged 28
		SP:Iteration 11Q (5795.850000 sec): 3 clusters
  Score: Raw -172179.835012 + Penalty 2393.271888 = -169786.563124
  nChanged 30
		SP:Iteration 12Q (5795.850000 sec): 3 clusters
  Score: Raw -172204.324190 + Penalty 2393.271888 = -169811.052302
  nChanged 24
		SP:Iteration 13Q (5795.860000 sec): 3 clusters
  Score: Raw -172222.260985 + Penalty 2393.271888 = -169828.989097
  nChanged 18
		SP:Iteration 14Q (5795.860000 sec): 3 clusters
  Score: Raw -172235.769690 + Penalty 2393.271888 = -169842.497802
  nChanged 17
		SP:Iteration 15Q (5795.860000 sec): 3 clusters
  Score: Raw -172254.557267 + Penalty 2393.271888 = -169861.285379
  nChanged 21
		SP:Iteration 16Q (5795.870000 sec): 3 clusters
  Score: Raw -172286.713388 + Penalty 2393.271888 = -169893.441500
  nChanged 30
		SP:Iteration 17Q (5795.870000 sec): 3 clusters
  Score: Raw -172327.479977 + Penalty 2393.271888 = -169934.208090
  nChanged 30
		SP:Iteration 18Q (5795.870000 sec): 3 clusters
  Score: Raw -172350.361062 + Penalty 2393.271888 = -169957.089174
  nChanged 18
		SP:Iteration 19Q (5795.880000 sec): 3 clusters
  Score: Raw -172363.801519 + Penalty 2393.271888 = -169970.529631
  nChanged 12
		SP:Iteration 20F (5795.880000 sec): 3 clusters
  Score: Raw -172372.948733 + Penalty 2393.271888 = -169979.676845
  nChanged 15
		SP:Iteration 21Q (5795.880000 sec): 3 clusters
  Score: Raw -172380.558975 + Penalty 2393.271888 = -169987.287087
  nChanged 7
		SP:Iteration 22Q (5795.890000 sec): 3 clusters
  Score: Raw -172384.983269 + Penalty 2393.271888 = -169991.711381
  nChanged 6
		SP:Iteration 23Q (5795.890000 sec): 3 clusters
  Score: Raw -172388.298550 + Penalty 2393.271888 = -169995.026662
  nChanged 7
		SP:Iteration 24Q (5795.900000 sec): 3 clusters
  Score: Raw -172394.403570 + Penalty 2393.271888 = -170001.131682
  nChanged 5
		SP:Iteration 25Q (5795.900000 sec): 3 clusters
  Score: Raw -172397.064568 + Penalty 2393.271888 = -170003.792680
  nChanged 4
		SP:Iteration 26Q (5795.900000 sec): 3 clusters
  Score: Raw -172399.460096 + Penalty 2393.271888 = -170006.188208
  nChanged 2
		SP:Iteration 27Q (5795.910000 sec): 3 clusters
  Score: Raw -172400.647929 + Penalty 2393.271888 = -170007.376041
  nChanged 1
		SP:Iteration 28Q (5795.910000 sec): 3 clusters
  Score: Raw -172401.721823 + Penalty 2393.271888 = -170008.449936
  nChanged 0
		SP:Iteration 29F (5795.920000 sec): 3 clusters
  Score: Raw -172401.721823 + Penalty 2393.271888 = -170008.449936
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 22 (3836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5795.930000 sec): 2 clusters
  Score: Raw -411901.675052 + Penalty 1340.980133 = -410560.694919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5795.940000 sec): 3 clusters
  Score: Raw -410029.515585 + Penalty 2681.960267 = -407347.555318
  nChanged 1466
		SP:Iteration 1F (5795.950000 sec): 3 clusters
  Score: Raw -410871.455585 + Penalty 2681.960267 = -408189.495318
  nChanged 279
		SP:Iteration 2F (5795.960000 sec): 3 clusters
  Score: Raw -411038.227244 + Penalty 2681.960267 = -408356.266977
  nChanged 186
		SP:Iteration 3Q (5795.970000 sec): 3 clusters
  Score: Raw -411157.540511 + Penalty 2681.960267 = -408475.580244
  nChanged 161
		SP:Iteration 4Q (5795.980000 sec): 3 clusters
  Score: Raw -411260.792261 + Penalty 2681.960267 = -408578.831994
  nChanged 147
		SP:Iteration 5Q (5795.990000 sec): 3 clusters
  Score: Raw -411340.399179 + Penalty 2681.960267 = -408658.438912
  nChanged 119
		SP:Iteration 6Q (5796.000000 sec): 3 clusters
  Score: Raw -411392.703863 + Penalty 2681.960267 = -408710.743596
  nChanged 102
		SP:Iteration 7Q (5796.010000 sec): 3 clusters
  Score: Raw -411439.857479 + Penalty 2681.960267 = -408757.897213
  nChanged 90
		SP:Iteration 8Q (5796.020000 sec): 3 clusters
  Score: Raw -411481.461354 + Penalty 2681.960267 = -408799.501087
  nChanged 83
		SP:Iteration 9Q (5796.030000 sec): 3 clusters
  Score: Raw -411514.148161 + Penalty 2681.960267 = -408832.187895
  nChanged 65
		SP:Iteration 10Q (5796.040000 sec): 3 clusters
  Score: Raw -411539.230057 + Penalty 2681.960267 = -408857.269791
  nChanged 64
		SP:Iteration 11Q (5796.050000 sec): 3 clusters
  Score: Raw -411570.797881 + Penalty 2681.960267 = -408888.837614
  nChanged 57
		SP:Iteration 12Q (5796.060000 sec): 3 clusters
  Score: Raw -411597.011295 + Penalty 2681.960267 = -408915.051028
  nChanged 60
		SP:Iteration 13Q (5796.060000 sec): 3 clusters
  Score: Raw -411623.622676 + Penalty 2681.960267 = -408941.662410
  nChanged 60
		SP:Iteration 14Q (5796.080000 sec): 3 clusters
  Score: Raw -411651.284357 + Penalty 2681.960267 = -408969.324091
  nChanged 57
		SP:Iteration 15Q (5796.080000 sec): 3 clusters
  Score: Raw -411671.262548 + Penalty 2681.960267 = -408989.302281
  nChanged 40
		SP:Iteration 16Q (5796.090000 sec): 3 clusters
  Score: Raw -411683.385083 + Penalty 2681.960267 = -409001.424816
  nChanged 36
		SP:Iteration 17Q (5796.100000 sec): 3 clusters
  Score: Raw -411694.786911 + Penalty 2681.960267 = -409012.826645
  nChanged 25
		SP:Iteration 18Q (5796.110000 sec): 3 clusters
  Score: Raw -411704.936496 + Penalty 2681.960267 = -409022.976230
  nChanged 30
		SP:Iteration 19Q (5796.120000 sec): 3 clusters
  Score: Raw -411717.120368 + Penalty 2681.960267 = -409035.160101
  nChanged 31
		SP:Iteration 20F (5796.130000 sec): 3 clusters
  Score: Raw -411727.115412 + Penalty 2681.960267 = -409045.155145
  nChanged 30
		SP:Iteration 21Q (5796.140000 sec): 3 clusters
  Score: Raw -411738.009508 + Penalty 2681.960267 = -409056.049241
  nChanged 20
		SP:Iteration 22Q (5796.150000 sec): 3 clusters
  Score: Raw -411744.498533 + Penalty 2681.960267 = -409062.538266
  nChanged 12
		SP:Iteration 23Q (5796.160000 sec): 3 clusters
  Score: Raw -411747.308040 + Penalty 2681.960267 = -409065.347773
  nChanged 14
		SP:Iteration 24Q (5796.170000 sec): 3 clusters
  Score: Raw -411752.912782 + Penalty 2681.960267 = -409070.952515
  nChanged 11
		SP:Iteration 25Q (5796.180000 sec): 3 clusters
  Score: Raw -411756.656656 + Penalty 2681.960267 = -409074.696389
  nChanged 8
		SP:Iteration 26Q (5796.190000 sec): 3 clusters
  Score: Raw -411758.232271 + Penalty 2681.960267 = -409076.272004
  nChanged 4
		SP:Iteration 27Q (5796.200000 sec): 3 clusters
  Score: Raw -411758.939381 + Penalty 2681.960267 = -409076.979114
  nChanged 5
		SP:Iteration 28Q (5796.210000 sec): 3 clusters
  Score: Raw -411760.035909 + Penalty 2681.960267 = -409078.075642
  nChanged 5
		SP:Iteration 29Q (5796.220000 sec): 3 clusters
  Score: Raw -411762.564202 + Penalty 2681.960267 = -409080.603935
  nChanged 7
		SP:Iteration 30Q (5796.230000 sec): 3 clusters
  Score: Raw -411764.123453 + Penalty 2681.960267 = -409082.163187
  nChanged 3
		SP:Iteration 31Q (5796.240000 sec): 3 clusters
  Score: Raw -411764.923077 + Penalty 2681.960267 = -409082.962810
  nChanged 6
		SP:Iteration 32Q (5796.250000 sec): 3 clusters
  Score: Raw -411766.204082 + Penalty 2681.960267 = -409084.243815
  nChanged 4
		SP:Iteration 33Q (5796.260000 sec): 3 clusters
  Score: Raw -411766.812224 + Penalty 2681.960267 = -409084.851957
  nChanged 2
		SP:Iteration 34Q (5796.260000 sec): 3 clusters
  Score: Raw -411767.238748 + Penalty 2681.960267 = -409085.278481
  nChanged 0
		SP:Iteration 35F (5796.280000 sec): 3 clusters
  Score: Raw -411767.238748 + Penalty 2681.960267 = -409085.278481
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 23 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5796.280000 sec): 2 clusters
  Score: Raw -182152.816703 + Penalty 1197.150022 = -180955.666681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5796.290000 sec): 3 clusters
  Score: Raw -181497.855243 + Penalty 2394.300044 = -179103.555199
  nChanged 533
		SP:Iteration 1F (5796.290000 sec): 3 clusters
  Score: Raw -181860.693902 + Penalty 2394.300044 = -179466.393857
  nChanged 132
		SP:Iteration 2F (5796.300000 sec): 3 clusters
  Score: Raw -181979.929595 + Penalty 2394.300044 = -179585.629551
  nChanged 74
		SP:Iteration 3Q (5796.300000 sec): 3 clusters
  Score: Raw -182032.598507 + Penalty 2394.300044 = -179638.298462
  nChanged 44
		SP:Iteration 4Q (5796.300000 sec): 3 clusters
  Score: Raw -182067.378759 + Penalty 2394.300044 = -179673.078714
  nChanged 40
		SP:Iteration 5Q (5796.310000 sec): 3 clusters
  Score: Raw -182091.592266 + Penalty 2394.300044 = -179697.292221
  nChanged 22
		SP:Iteration 6Q (5796.310000 sec): 3 clusters
  Score: Raw -182109.430932 + Penalty 2394.300044 = -179715.130887
  nChanged 23
		SP:Iteration 7Q (5796.320000 sec): 3 clusters
  Score: Raw -182124.683432 + Penalty 2394.300044 = -179730.383388
  nChanged 17
		SP:Iteration 8Q (5796.320000 sec): 3 clusters
  Score: Raw -182134.733447 + Penalty 2394.300044 = -179740.433402
  nChanged 20
		SP:Iteration 9Q (5796.320000 sec): 3 clusters
  Score: Raw -182146.720922 + Penalty 2394.300044 = -179752.420878
  nChanged 16
		SP:Iteration 10Q (5796.330000 sec): 3 clusters
  Score: Raw -182157.730289 + Penalty 2394.300044 = -179763.430245
  nChanged 13
		SP:Iteration 11Q (5796.330000 sec): 3 clusters
  Score: Raw -182164.565099 + Penalty 2394.300044 = -179770.265055
  nChanged 9
		SP:Iteration 12Q (5796.340000 sec): 3 clusters
  Score: Raw -182170.223937 + Penalty 2394.300044 = -179775.923892
  nChanged 6
		SP:Iteration 13Q (5796.340000 sec): 3 clusters
  Score: Raw -182175.611661 + Penalty 2394.300044 = -179781.311617
  nChanged 6
		SP:Iteration 14Q (5796.340000 sec): 3 clusters
  Score: Raw -182178.582573 + Penalty 2394.300044 = -179784.282528
  nChanged 7
		SP:Iteration 15Q (5796.350000 sec): 3 clusters
  Score: Raw -182181.766961 + Penalty 2394.300044 = -179787.466917
  nChanged 9
		SP:Iteration 16Q (5796.350000 sec): 3 clusters
  Score: Raw -182187.605181 + Penalty 2394.300044 = -179793.305137
  nChanged 10
		SP:Iteration 17Q (5796.360000 sec): 3 clusters
  Score: Raw -182194.244380 + Penalty 2394.300044 = -179799.944336
  nChanged 4
		SP:Iteration 18Q (5796.360000 sec): 3 clusters
  Score: Raw -182196.154803 + Penalty 2394.300044 = -179801.854758
  nChanged 4
		SP:Iteration 19Q (5796.360000 sec): 3 clusters
  Score: Raw -182199.800781 + Penalty 2394.300044 = -179805.500736
  nChanged 5
		SP:Iteration 20F (5796.370000 sec): 3 clusters
  Score: Raw -182203.714717 + Penalty 2394.300044 = -179809.414673
  nChanged 4
		SP:Iteration 21Q (5796.370000 sec): 3 clusters
  Score: Raw -182205.903879 + Penalty 2394.300044 = -179811.603835
  nChanged 4
		SP:Iteration 22Q (5796.380000 sec): 3 clusters
  Score: Raw -182207.986326 + Penalty 2394.300044 = -179813.686281
  nChanged 3
		SP:Iteration 23Q (5796.380000 sec): 3 clusters
  Score: Raw -182209.262996 + Penalty 2394.300044 = -179814.962952
  nChanged 0
		SP:Iteration 24F (5796.380000 sec): 3 clusters
  Score: Raw -182209.262996 + Penalty 2394.300044 = -179814.962952
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (3233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5796.400000 sec): 2 clusters
  Score: Raw -378275.283332 + Penalty 1313.189439 = -376962.093893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5796.400000 sec): 3 clusters
  Score: Raw -376681.344173 + Penalty 2626.378878 = -374054.965295
  nChanged 1252
		SP:Iteration 1F (5796.410000 sec): 3 clusters
  Score: Raw -377415.915088 + Penalty 2626.378878 = -374789.536210
  nChanged 270
		SP:Iteration 2F (5796.420000 sec): 3 clusters
  Score: Raw -377625.844526 + Penalty 2626.378878 = -374999.465648
  nChanged 219
		SP:Iteration 3F (5796.430000 sec): 3 clusters
  Score: Raw -377754.349448 + Penalty 2626.378878 = -375127.970571
  nChanged 136
		SP:Iteration 4Q (5796.440000 sec): 3 clusters
  Score: Raw -377840.345343 + Penalty 2626.378878 = -375213.966465
  nChanged 107
		SP:Iteration 5Q (5796.440000 sec): 3 clusters
  Score: Raw -377901.247556 + Penalty 2626.378878 = -375274.868679
  nChanged 85
		SP:Iteration 6Q (5796.450000 sec): 3 clusters
  Score: Raw -377942.990044 + Penalty 2626.378878 = -375316.611167
  nChanged 79
		SP:Iteration 7Q (5796.460000 sec): 3 clusters
  Score: Raw -377976.260295 + Penalty 2626.378878 = -375349.881417
  nChanged 66
		SP:Iteration 8Q (5796.470000 sec): 3 clusters
  Score: Raw -378005.331072 + Penalty 2626.378878 = -375378.952194
  nChanged 68
		SP:Iteration 9Q (5796.480000 sec): 3 clusters
  Score: Raw -378032.727730 + Penalty 2626.378878 = -375406.348852
  nChanged 44
		SP:Iteration 10Q (5796.480000 sec): 3 clusters
  Score: Raw -378051.820103 + Penalty 2626.378878 = -375425.441225
  nChanged 49
		SP:Iteration 11Q (5796.490000 sec): 3 clusters
  Score: Raw -378074.317776 + Penalty 2626.378878 = -375447.938898
  nChanged 63
		SP:Iteration 12Q (5796.500000 sec): 3 clusters
  Score: Raw -378104.440026 + Penalty 2626.378878 = -375478.061148
  nChanged 65
		SP:Iteration 13Q (5796.510000 sec): 3 clusters
  Score: Raw -378138.634676 + Penalty 2626.378878 = -375512.255798
  nChanged 61
		SP:Iteration 14Q (5796.520000 sec): 3 clusters
  Score: Raw -378168.144005 + Penalty 2626.378878 = -375541.765127
  nChanged 49
		SP:Iteration 15Q (5796.520000 sec): 3 clusters
  Score: Raw -378192.446586 + Penalty 2626.378878 = -375566.067708
  nChanged 54
		SP:Iteration 16Q (5796.530000 sec): 3 clusters
  Score: Raw -378221.957251 + Penalty 2626.378878 = -375595.578374
  nChanged 67
		SP:Iteration 17Q (5796.540000 sec): 3 clusters
  Score: Raw -378251.970750 + Penalty 2626.378878 = -375625.591872
  nChanged 41
		SP:Iteration 18Q (5796.550000 sec): 3 clusters
  Score: Raw -378278.228742 + Penalty 2626.378878 = -375651.849864
  nChanged 51
		SP:Iteration 19Q (5796.560000 sec): 3 clusters
  Score: Raw -378307.645666 + Penalty 2626.378878 = -375681.266788
  nChanged 52
		SP:Iteration 20F (5796.560000 sec): 3 clusters
  Score: Raw -378335.479246 + Penalty 2626.378878 = -375709.100368
  nChanged 47
		SP:Iteration 21Q (5796.570000 sec): 3 clusters
  Score: Raw -378357.952902 + Penalty 2626.378878 = -375731.574025
  nChanged 42
		SP:Iteration 22Q (5796.580000 sec): 3 clusters
  Score: Raw -378379.339182 + Penalty 2626.378878 = -375752.960304
  nChanged 43
		SP:Iteration 23Q (5796.590000 sec): 3 clusters
  Score: Raw -378399.433989 + Penalty 2626.378878 = -375773.055111
  nChanged 49
		SP:Iteration 24Q (5796.600000 sec): 3 clusters
  Score: Raw -378423.271756 + Penalty 2626.378878 = -375796.892878
  nChanged 33
		SP:Iteration 25Q (5796.600000 sec): 3 clusters
  Score: Raw -378440.575552 + Penalty 2626.378878 = -375814.196674
  nChanged 38
		SP:Iteration 26Q (5796.610000 sec): 3 clusters
  Score: Raw -378463.006018 + Penalty 2626.378878 = -375836.627140
  nChanged 38
		SP:Iteration 27Q (5796.620000 sec): 3 clusters
  Score: Raw -378485.276249 + Penalty 2626.378878 = -375858.897371
  nChanged 30
		SP:Iteration 28Q (5796.630000 sec): 3 clusters
  Score: Raw -378499.792958 + Penalty 2626.378878 = -375873.414080
  nChanged 31
		SP:Iteration 29Q (5796.640000 sec): 3 clusters
  Score: Raw -378515.608595 + Penalty 2626.378878 = -375889.229718
  nChanged 32
		SP:Iteration 30Q (5796.640000 sec): 3 clusters
  Score: Raw -378531.246838 + Penalty 2626.378878 = -375904.867961
  nChanged 22
		SP:Iteration 31Q (5796.650000 sec): 3 clusters
  Score: Raw -378544.923924 + Penalty 2626.378878 = -375918.545046
  nChanged 25
		SP:Iteration 32Q (5796.660000 sec): 3 clusters
  Score: Raw -378562.734655 + Penalty 2626.378878 = -375936.355778
  nChanged 22
		SP:Iteration 33Q (5796.660000 sec): 3 clusters
  Score: Raw -378574.682803 + Penalty 2626.378878 = -375948.303925
  nChanged 18
		SP:Iteration 34Q (5796.670000 sec): 3 clusters
  Score: Raw -378585.649817 + Penalty 2626.378878 = -375959.270939
  nChanged 22
		SP:Iteration 35Q (5796.680000 sec): 3 clusters
  Score: Raw -378596.246108 + Penalty 2626.378878 = -375969.867230
  nChanged 20
		SP:Iteration 36Q (5796.690000 sec): 3 clusters
  Score: Raw -378604.474493 + Penalty 2626.378878 = -375978.095616
  nChanged 12
		SP:Iteration 37Q (5796.700000 sec): 3 clusters
  Score: Raw -378609.033896 + Penalty 2626.378878 = -375982.655018
  nChanged 7
		SP:Iteration 38Q (5796.700000 sec): 3 clusters
  Score: Raw -378613.794552 + Penalty 2626.378878 = -375987.415675
  nChanged 7
		SP:Iteration 39Q (5796.710000 sec): 3 clusters
  Score: Raw -378616.479856 + Penalty 2626.378878 = -375990.100978
  nChanged 6
		SP:Iteration 40F (5796.720000 sec): 3 clusters
  Score: Raw -378618.364134 + Penalty 2626.378878 = -375991.985256
  nChanged 5
		SP:Iteration 41Q (5796.730000 sec): 3 clusters
  Score: Raw -378620.649684 + Penalty 2626.378878 = -375994.270807
  nChanged 6
		SP:Iteration 42Q (5796.740000 sec): 3 clusters
  Score: Raw -378622.867423 + Penalty 2626.378878 = -375996.488545
  nChanged 6
		SP:Iteration 43Q (5796.740000 sec): 3 clusters
  Score: Raw -378625.191973 + Penalty 2626.378878 = -375998.813095
  nChanged 6
		SP:Iteration 44Q (5796.750000 sec): 3 clusters
  Score: Raw -378627.222117 + Penalty 2626.378878 = -376000.843239
  nChanged 8
		SP:Iteration 45Q (5796.760000 sec): 3 clusters
  Score: Raw -378630.220843 + Penalty 2626.378878 = -376003.841966
  nChanged 4
		SP:Iteration 46Q (5796.760000 sec): 3 clusters
  Score: Raw -378632.798596 + Penalty 2626.378878 = -376006.419719
  nChanged 4
		SP:Iteration 47Q (5796.770000 sec): 3 clusters
  Score: Raw -378634.344453 + Penalty 2626.378878 = -376007.965575
  nChanged 3
		SP:Iteration 48Q (5796.780000 sec): 3 clusters
  Score: Raw -378635.465005 + Penalty 2626.378878 = -376009.086128
  nChanged 4
		SP:Iteration 49Q (5796.790000 sec): 3 clusters
  Score: Raw -378637.049623 + Penalty 2626.378878 = -376010.670746
  nChanged 2
		SP:Iteration 50Q (5796.790000 sec): 3 clusters
  Score: Raw -378637.936326 + Penalty 2626.378878 = -376011.557449
  nChanged 2
		SP:Iteration 51Q (5796.800000 sec): 3 clusters
  Score: Raw -378638.729951 + Penalty 2626.378878 = -376012.351073
  nChanged 3
		SP:Iteration 52Q (5796.810000 sec): 3 clusters
  Score: Raw -378640.067230 + Penalty 2626.378878 = -376013.688352
  nChanged 3
		SP:Iteration 53Q (5796.820000 sec): 3 clusters
  Score: Raw -378641.201522 + Penalty 2626.378878 = -376014.822644
  nChanged 4
		SP:Iteration 54Q (5796.830000 sec): 3 clusters
  Score: Raw -378642.857081 + Penalty 2626.378878 = -376016.478203
  nChanged 2
		SP:Iteration 55Q (5796.840000 sec): 3 clusters
  Score: Raw -378643.439938 + Penalty 2626.378878 = -376017.061060
  nChanged 3
		SP:Iteration 56Q (5796.840000 sec): 3 clusters
  Score: Raw -378644.580353 + Penalty 2626.378878 = -376018.201476
  nChanged 3
		SP:Iteration 57Q (5796.850000 sec): 3 clusters
  Score: Raw -378646.530469 + Penalty 2626.378878 = -376020.151591
  nChanged 2
		SP:Iteration 58Q (5796.860000 sec): 3 clusters
  Score: Raw -378648.078673 + Penalty 2626.378878 = -376021.699795
  nChanged 2
		SP:Iteration 59Q (5796.870000 sec): 3 clusters
  Score: Raw -378648.918169 + Penalty 2626.378878 = -376022.539291
  nChanged 2
		SP:Iteration 60F (5796.870000 sec): 3 clusters
  Score: Raw -378649.332638 + Penalty 2626.378878 = -376022.953761
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (4418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5796.890000 sec): 2 clusters
  Score: Raw -475329.224218 + Penalty 1363.934387 = -473965.289831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5796.900000 sec): 3 clusters
  Score: Raw -473133.773167 + Penalty 2727.868775 = -470405.904392
  nChanged 1729
		SP:Iteration 1F (5796.910000 sec): 3 clusters
  Score: Raw -474234.836277 + Penalty 2727.868775 = -471506.967502
  nChanged 391
		SP:Iteration 2F (5796.930000 sec): 3 clusters
  Score: Raw -474518.334721 + Penalty 2727.868775 = -471790.465947
  nChanged 286
		SP:Iteration 3F (5796.930000 sec): 3 clusters
  Score: Raw -474692.910744 + Penalty 2727.868775 = -471965.041969
  nChanged 194
		SP:Iteration 4Q (5796.950000 sec): 3 clusters
  Score: Raw -474820.617058 + Penalty 2727.868775 = -472092.748283
  nChanged 186
		SP:Iteration 5Q (5796.960000 sec): 3 clusters
  Score: Raw -474927.839103 + Penalty 2727.868775 = -472199.970328
  nChanged 140
		SP:Iteration 6Q (5796.970000 sec): 3 clusters
  Score: Raw -475014.962318 + Penalty 2727.868775 = -472287.093543
  nChanged 116
		SP:Iteration 7Q (5796.980000 sec): 3 clusters
  Score: Raw -475085.576459 + Penalty 2727.868775 = -472357.707684
  nChanged 114
		SP:Iteration 8Q (5796.990000 sec): 3 clusters
  Score: Raw -475150.431835 + Penalty 2727.868775 = -472422.563061
  nChanged 87
		SP:Iteration 9Q (5797.000000 sec): 3 clusters
  Score: Raw -475195.869477 + Penalty 2727.868775 = -472468.000702
  nChanged 80
		SP:Iteration 10Q (5797.010000 sec): 3 clusters
  Score: Raw -475234.860492 + Penalty 2727.868775 = -472506.991718
  nChanged 61
		SP:Iteration 11Q (5797.020000 sec): 3 clusters
  Score: Raw -475266.279127 + Penalty 2727.868775 = -472538.410352
  nChanged 58
		SP:Iteration 12Q (5797.030000 sec): 3 clusters
  Score: Raw -475296.146826 + Penalty 2727.868775 = -472568.278051
  nChanged 52
		SP:Iteration 13Q (5797.040000 sec): 3 clusters
  Score: Raw -475321.392182 + Penalty 2727.868775 = -472593.523407
  nChanged 42
		SP:Iteration 14Q (5797.050000 sec): 3 clusters
  Score: Raw -475344.961754 + Penalty 2727.868775 = -472617.092979
  nChanged 46
		SP:Iteration 15Q (5797.060000 sec): 3 clusters
  Score: Raw -475372.683584 + Penalty 2727.868775 = -472644.814809
  nChanged 55
		SP:Iteration 16Q (5797.070000 sec): 3 clusters
  Score: Raw -475406.204737 + Penalty 2727.868775 = -472678.335962
  nChanged 51
		SP:Iteration 17Q (5797.080000 sec): 3 clusters
  Score: Raw -475442.545216 + Penalty 2727.868775 = -472714.676441
  nChanged 42
		SP:Iteration 18Q (5797.090000 sec): 3 clusters
  Score: Raw -475464.806373 + Penalty 2727.868775 = -472736.937598
  nChanged 33
		SP:Iteration 19Q (5797.100000 sec): 3 clusters
  Score: Raw -475481.721935 + Penalty 2727.868775 = -472753.853160
  nChanged 25
		SP:Iteration 20F (5797.110000 sec): 3 clusters
  Score: Raw -475495.516318 + Penalty 2727.868775 = -472767.647543
  nChanged 28
		SP:Iteration 21Q (5797.130000 sec): 3 clusters
  Score: Raw -475512.057330 + Penalty 2727.868775 = -472784.188555
  nChanged 32
		SP:Iteration 22Q (5797.130000 sec): 3 clusters
  Score: Raw -475534.002481 + Penalty 2727.868775 = -472806.133706
  nChanged 35
		SP:Iteration 23Q (5797.140000 sec): 3 clusters
  Score: Raw -475559.841270 + Penalty 2727.868775 = -472831.972496
  nChanged 24
		SP:Iteration 24Q (5797.150000 sec): 3 clusters
  Score: Raw -475576.172864 + Penalty 2727.868775 = -472848.304089
  nChanged 23
		SP:Iteration 25Q (5797.160000 sec): 3 clusters
  Score: Raw -475589.973613 + Penalty 2727.868775 = -472862.104838
  nChanged 25
		SP:Iteration 26Q (5797.170000 sec): 3 clusters
  Score: Raw -475605.261948 + Penalty 2727.868775 = -472877.393173
  nChanged 18
		SP:Iteration 27Q (5797.180000 sec): 3 clusters
  Score: Raw -475617.262884 + Penalty 2727.868775 = -472889.394109
  nChanged 21
		SP:Iteration 28Q (5797.190000 sec): 3 clusters
  Score: Raw -475630.407329 + Penalty 2727.868775 = -472902.538554
  nChanged 22
		SP:Iteration 29Q (5797.200000 sec): 3 clusters
  Score: Raw -475646.791126 + Penalty 2727.868775 = -472918.922351
  nChanged 15
		SP:Iteration 30Q (5797.210000 sec): 3 clusters
  Score: Raw -475660.180865 + Penalty 2727.868775 = -472932.312091
  nChanged 10
		SP:Iteration 31Q (5797.220000 sec): 3 clusters
  Score: Raw -475667.804525 + Penalty 2727.868775 = -472939.935750
  nChanged 10
		SP:Iteration 32Q (5797.230000 sec): 3 clusters
  Score: Raw -475675.154704 + Penalty 2727.868775 = -472947.285929
  nChanged 7
		SP:Iteration 33Q (5797.240000 sec): 3 clusters
  Score: Raw -475680.279789 + Penalty 2727.868775 = -472952.411014
  nChanged 6
		SP:Iteration 34Q (5797.250000 sec): 3 clusters
  Score: Raw -475684.877462 + Penalty 2727.868775 = -472957.008687
  nChanged 8
		SP:Iteration 35Q (5797.250000 sec): 3 clusters
  Score: Raw -475694.190494 + Penalty 2727.868775 = -472966.321719
  nChanged 11
		SP:Iteration 36Q (5797.260000 sec): 3 clusters
  Score: Raw -475703.146774 + Penalty 2727.868775 = -472975.278000
  nChanged 8
		SP:Iteration 37Q (5797.270000 sec): 3 clusters
  Score: Raw -475711.986328 + Penalty 2727.868775 = -472984.117553
  nChanged 10
		SP:Iteration 38Q (5797.280000 sec): 3 clusters
  Score: Raw -475720.696639 + Penalty 2727.868775 = -472992.827864
  nChanged 6
		SP:Iteration 39Q (5797.290000 sec): 3 clusters
  Score: Raw -475726.844118 + Penalty 2727.868775 = -472998.975344
  nChanged 8
		SP:Iteration 40F (5797.300000 sec): 3 clusters
  Score: Raw -475735.729500 + Penalty 2727.868775 = -473007.860725
  nChanged 5
		SP:Iteration 41Q (5797.310000 sec): 3 clusters
  Score: Raw -475741.176287 + Penalty 2727.868775 = -473013.307512
  nChanged 7
		SP:Iteration 42Q (5797.320000 sec): 3 clusters
  Score: Raw -475745.128867 + Penalty 2727.868775 = -473017.260092
  nChanged 3
		SP:Iteration 43Q (5797.330000 sec): 3 clusters
  Score: Raw -475746.930716 + Penalty 2727.868775 = -473019.061941
  nChanged 2
		SP:Iteration 44Q (5797.330000 sec): 3 clusters
  Score: Raw -475748.338352 + Penalty 2727.868775 = -473020.469577
  nChanged 3
		SP:Iteration 45Q (5797.350000 sec): 3 clusters
  Score: Raw -475750.068168 + Penalty 2727.868775 = -473022.199393
  nChanged 0
		SP:Iteration 46F (5797.350000 sec): 3 clusters
  Score: Raw -475750.068168 + Penalty 2727.868775 = -473022.199393
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5797.360000 sec): 2 clusters
  Score: Raw -17862.916291 + Penalty 846.541500 = -17016.374791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5797.360000 sec): 3 clusters
  Score: Raw -18077.661919 + Penalty 1693.083000 = -16384.578919
  nChanged 23
		SP:Iteration 1F (5797.360000 sec): 3 clusters
  Score: Raw -18156.492044 + Penalty 1693.083000 = -16463.409044
  nChanged 6
		SP:Iteration 2Q (5797.360000 sec): 3 clusters
  Score: Raw -18177.908096 + Penalty 1693.083000 = -16484.825096
  nChanged 1
		SP:Iteration 3Q (5797.370000 sec): 3 clusters
  Score: Raw -18184.011587 + Penalty 1693.083000 = -16490.928587
  nChanged 1
		SP:Iteration 4Q (5797.370000 sec): 3 clusters
  Score: Raw -18184.830897 + Penalty 1693.083000 = -16491.747897
  nChanged 0
		SP:Iteration 5F (5797.370000 sec): 3 clusters
  Score: Raw -18184.830897 + Penalty 1693.083000 = -16491.747897
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 27 (58071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5797.550000 sec): 2 clusters
  Score: Raw -6806273.058188 + Penalty 1782.531023 = -6804490.527166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5797.710000 sec): 3 clusters
  Score: Raw -6769319.042734 + Penalty 3565.062046 = -6765753.980689
  nChanged 27310
		SP:Iteration 1F (5797.860000 sec): 3 clusters
  Score: Raw -6784483.226927 + Penalty 3565.062046 = -6780918.164881
  nChanged 2034
		SP:Iteration 2Q (5798.010000 sec): 3 clusters
  Score: Raw -6784969.004067 + Penalty 3565.062046 = -6781403.942021
  nChanged 1967
		SP:Iteration 3Q (5798.170000 sec): 3 clusters
  Score: Raw -6785456.564173 + Penalty 3565.062046 = -6781891.502128
  nChanged 1968
		SP:Iteration 4Q (5798.330000 sec): 3 clusters
  Score: Raw -6785993.969208 + Penalty 3565.062046 = -6782428.907162
  nChanged 2020
		SP:Iteration 5Q (5798.480000 sec): 3 clusters
  Score: Raw -6786683.434845 + Penalty 3565.062046 = -6783118.372799
  nChanged 2338
		SP:Iteration 6Q (5798.640000 sec): 3 clusters
  Score: Raw -6787673.560951 + Penalty 3565.062046 = -6784108.498906
  nChanged 2682
		SP:Iteration 7Q (5798.790000 sec): 3 clusters
  Score: Raw -6789084.081314 + Penalty 3565.062046 = -6785519.019269
  nChanged 3042
		SP:Iteration 8F (5798.950000 sec): 3 clusters
  Score: Raw -6791017.782783 + Penalty 3565.062046 = -6787452.720737
  nChanged 3270
		SP:Iteration 9F (5799.100000 sec): 3 clusters
  Score: Raw -6793419.368399 + Penalty 3565.062046 = -6789854.306353
  nChanged 3398
		SP:Iteration 10F (5799.250000 sec): 3 clusters
  Score: Raw -6796100.303155 + Penalty 3565.062046 = -6792535.241109
  nChanged 3131
		SP:Iteration 11F (5799.400000 sec): 3 clusters
  Score: Raw -6798579.297160 + Penalty 3565.062046 = -6795014.235115
  nChanged 2598
		SP:Iteration 12Q (5799.550000 sec): 3 clusters
  Score: Raw -6800684.763154 + Penalty 3565.062046 = -6797119.701108
  nChanged 2057
		SP:Iteration 13Q (5799.680000 sec): 3 clusters
  Score: Raw -6802361.479554 + Penalty 3565.062046 = -6798796.417508
  nChanged 1645
		SP:Iteration 14Q (5799.810000 sec): 3 clusters
  Score: Raw -6803756.374628 + Penalty 3565.062046 = -6800191.312582
  nChanged 1337
		SP:Iteration 15Q (5799.940000 sec): 3 clusters
  Score: Raw -6804891.131993 + Penalty 3565.062046 = -6801326.069947
  nChanged 982
		SP:Iteration 16Q (5800.070000 sec): 3 clusters
  Score: Raw -6805671.926724 + Penalty 3565.062046 = -6802106.864679
  nChanged 729
		SP:Iteration 17Q (5800.190000 sec): 3 clusters
  Score: Raw -6806199.772320 + Penalty 3565.062046 = -6802634.710274
  nChanged 551
		SP:Iteration 18Q (5800.310000 sec): 3 clusters
  Score: Raw -6806554.834401 + Penalty 3565.062046 = -6802989.772355
  nChanged 430
		SP:Iteration 19Q (5800.430000 sec): 3 clusters
  Score: Raw -6806779.542983 + Penalty 3565.062046 = -6803214.480938
  nChanged 353
		SP:Iteration 20F (5800.580000 sec): 3 clusters
  Score: Raw -6806921.198908 + Penalty 3565.062046 = -6803356.136862
  nChanged 254
		SP:Iteration 21Q (5800.690000 sec): 3 clusters
  Score: Raw -6807003.235078 + Penalty 3565.062046 = -6803438.173032
  nChanged 205
		SP:Iteration 22Q (5800.810000 sec): 3 clusters
  Score: Raw -6807054.160143 + Penalty 3565.062046 = -6803489.098097
  nChanged 171
		SP:Iteration 23Q (5800.930000 sec): 3 clusters
  Score: Raw -6807099.648087 + Penalty 3565.062046 = -6803534.586042
  nChanged 161
		SP:Iteration 24Q (5801.050000 sec): 3 clusters
  Score: Raw -6807135.874980 + Penalty 3565.062046 = -6803570.812935
  nChanged 125
		SP:Iteration 25Q (5801.170000 sec): 3 clusters
  Score: Raw -6807163.181464 + Penalty 3565.062046 = -6803598.119419
  nChanged 101
		SP:Iteration 26Q (5801.280000 sec): 3 clusters
  Score: Raw -6807184.362491 + Penalty 3565.062046 = -6803619.300446
  nChanged 104
		SP:Iteration 27Q (5801.390000 sec): 3 clusters
  Score: Raw -6807206.441705 + Penalty 3565.062046 = -6803641.379659
  nChanged 100
		SP:Iteration 28Q (5801.510000 sec): 3 clusters
  Score: Raw -6807225.606511 + Penalty 3565.062046 = -6803660.544466
  nChanged 84
		SP:Iteration 29Q (5801.620000 sec): 3 clusters
  Score: Raw -6807241.796597 + Penalty 3565.062046 = -6803676.734551
  nChanged 77
		SP:Iteration 30Q (5801.740000 sec): 3 clusters
  Score: Raw -6807257.306864 + Penalty 3565.062046 = -6803692.244818
  nChanged 82
		SP:Iteration 31Q (5801.850000 sec): 3 clusters
  Score: Raw -6807270.471279 + Penalty 3565.062046 = -6803705.409234
  nChanged 69
		SP:Iteration 32Q (5801.970000 sec): 3 clusters
  Score: Raw -6807280.402974 + Penalty 3565.062046 = -6803715.340928
  nChanged 63
		SP:Iteration 33Q (5802.080000 sec): 3 clusters
  Score: Raw -6807288.787920 + Penalty 3565.062046 = -6803723.725874
  nChanged 56
		SP:Iteration 34Q (5802.200000 sec): 3 clusters
  Score: Raw -6807295.075845 + Penalty 3565.062046 = -6803730.013799
  nChanged 32
		SP:Iteration 35Q (5802.320000 sec): 3 clusters
  Score: Raw -6807298.199676 + Penalty 3565.062046 = -6803733.137630
  nChanged 21
		SP:Iteration 36Q (5802.430000 sec): 3 clusters
  Score: Raw -6807300.404575 + Penalty 3565.062046 = -6803735.342529
  nChanged 19
		SP:Iteration 37Q (5802.550000 sec): 3 clusters
  Score: Raw -6807302.648364 + Penalty 3565.062046 = -6803737.586318
  nChanged 22
		SP:Iteration 38Q (5802.670000 sec): 3 clusters
  Score: Raw -6807304.950462 + Penalty 3565.062046 = -6803739.888416
  nChanged 13
		SP:Iteration 39Q (5802.780000 sec): 3 clusters
  Score: Raw -6807306.071409 + Penalty 3565.062046 = -6803741.009363
  nChanged 12
		SP:Iteration 40F (5802.930000 sec): 3 clusters
  Score: Raw -6807308.417899 + Penalty 3565.062046 = -6803743.355853
  nChanged 14
		SP:Iteration 41Q (5803.050000 sec): 3 clusters
  Score: Raw -6807310.058432 + Penalty 3565.062046 = -6803744.996386
  nChanged 15
		SP:Iteration 42Q (5803.160000 sec): 3 clusters
  Score: Raw -6807311.767122 + Penalty 3565.062046 = -6803746.705077
  nChanged 23
		SP:Iteration 43Q (5803.280000 sec): 3 clusters
  Score: Raw -6807314.204022 + Penalty 3565.062046 = -6803749.141976
  nChanged 15
		SP:Iteration 44Q (5803.390000 sec): 3 clusters
  Score: Raw -6807315.943714 + Penalty 3565.062046 = -6803750.881669
  nChanged 21
		SP:Iteration 45Q (5803.510000 sec): 3 clusters
  Score: Raw -6807318.286422 + Penalty 3565.062046 = -6803753.224376
  nChanged 16
		SP:Iteration 46Q (5803.620000 sec): 3 clusters
  Score: Raw -6807320.022748 + Penalty 3565.062046 = -6803754.960703
  nChanged 17
		SP:Iteration 47Q (5803.740000 sec): 3 clusters
  Score: Raw -6807321.435226 + Penalty 3565.062046 = -6803756.373181
  nChanged 15
		SP:Iteration 48Q (5803.850000 sec): 3 clusters
  Score: Raw -6807323.048351 + Penalty 3565.062046 = -6803757.986305
  nChanged 12
		SP:Iteration 49Q (5803.970000 sec): 3 clusters
  Score: Raw -6807323.977065 + Penalty 3565.062046 = -6803758.915020
  nChanged 6
		SP:Iteration 50Q (5804.080000 sec): 3 clusters
  Score: Raw -6807324.408630 + Penalty 3565.062046 = -6803759.346584
  nChanged 5
		SP:Iteration 51Q (5804.200000 sec): 3 clusters
  Score: Raw -6807324.990638 + Penalty 3565.062046 = -6803759.928593
  nChanged 6
		SP:Iteration 52Q (5804.310000 sec): 3 clusters
  Score: Raw -6807325.580085 + Penalty 3565.062046 = -6803760.518039
  nChanged 10
		SP:Iteration 53Q (5804.430000 sec): 3 clusters
  Score: Raw -6807326.598629 + Penalty 3565.062046 = -6803761.536584
  nChanged 10
		SP:Iteration 54Q (5804.550000 sec): 3 clusters
  Score: Raw -6807327.547867 + Penalty 3565.062046 = -6803762.485821
  nChanged 12
		SP:Iteration 55Q (5804.660000 sec): 3 clusters
  Score: Raw -6807328.707340 + Penalty 3565.062046 = -6803763.645294
  nChanged 13
		SP:Iteration 56Q (5804.770000 sec): 3 clusters
  Score: Raw -6807330.050332 + Penalty 3565.062046 = -6803764.988286
  nChanged 11
		SP:Iteration 57Q (5804.890000 sec): 3 clusters
  Score: Raw -6807330.905708 + Penalty 3565.062046 = -6803765.843663
  nChanged 6
		SP:Iteration 58Q (5805.010000 sec): 3 clusters
  Score: Raw -6807331.572924 + Penalty 3565.062046 = -6803766.510879
  nChanged 7
		SP:Iteration 59Q (5805.120000 sec): 3 clusters
  Score: Raw -6807332.075498 + Penalty 3565.062046 = -6803767.013453
  nChanged 5
		SP:Iteration 60F (5805.270000 sec): 3 clusters
  Score: Raw -6807332.433564 + Penalty 3565.062046 = -6803767.371518
  nChanged 8
		SP:Iteration 61Q (5805.390000 sec): 3 clusters
  Score: Raw -6807333.027840 + Penalty 3565.062046 = -6803767.965795
  nChanged 5
		SP:Iteration 62Q (5805.500000 sec): 3 clusters
  Score: Raw -6807333.347374 + Penalty 3565.062046 = -6803768.285328
  nChanged 4
		SP:Iteration 63Q (5805.620000 sec): 3 clusters
  Score: Raw -6807333.628352 + Penalty 3565.062046 = -6803768.566307
  nChanged 1
		SP:Iteration 64Q (5805.730000 sec): 3 clusters
  Score: Raw -6807333.689577 + Penalty 3565.062046 = -6803768.627531
  nChanged 0
		SP:Iteration 65F (5805.880000 sec): 3 clusters
  Score: Raw -6807333.689577 + Penalty 3565.062046 = -6803768.627531
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (8647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5805.930000 sec): 2 clusters
  Score: Raw -1017557.125702 + Penalty 1473.057254 = -1016084.068448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5805.950000 sec): 3 clusters
  Score: Raw -1012771.648741 + Penalty 2946.114509 = -1009825.534232
  nChanged 3622
		SP:Iteration 1F (5805.970000 sec): 3 clusters
  Score: Raw -1014661.245333 + Penalty 2946.114509 = -1011715.130825
  nChanged 516
		SP:Iteration 2F (5806.000000 sec): 3 clusters
  Score: Raw -1014889.858959 + Penalty 2946.114509 = -1011943.744451
  nChanged 436
		SP:Iteration 3F (5806.020000 sec): 3 clusters
  Score: Raw -1015063.998455 + Penalty 2946.114509 = -1012117.883946
  nChanged 382
		SP:Iteration 4Q (5806.040000 sec): 3 clusters
  Score: Raw -1015227.014452 + Penalty 2946.114509 = -1012280.899943
  nChanged 388
		SP:Iteration 5Q (5806.060000 sec): 3 clusters
  Score: Raw -1015412.383151 + Penalty 2946.114509 = -1012466.268642
  nChanged 422
		SP:Iteration 6Q (5806.090000 sec): 3 clusters
  Score: Raw -1015625.666057 + Penalty 2946.114509 = -1012679.551548
  nChanged 408
		SP:Iteration 7Q (5806.110000 sec): 3 clusters
  Score: Raw -1015842.689325 + Penalty 2946.114509 = -1012896.574816
  nChanged 401
		SP:Iteration 8Q (5806.130000 sec): 3 clusters
  Score: Raw -1016066.552084 + Penalty 2946.114509 = -1013120.437575
  nChanged 379
		SP:Iteration 9Q (5806.150000 sec): 3 clusters
  Score: Raw -1016305.711994 + Penalty 2946.114509 = -1013359.597485
  nChanged 358
		SP:Iteration 10Q (5806.170000 sec): 3 clusters
  Score: Raw -1016536.696536 + Penalty 2946.114509 = -1013590.582027
  nChanged 352
		SP:Iteration 11Q (5806.190000 sec): 3 clusters
  Score: Raw -1016790.294390 + Penalty 2946.114509 = -1013844.179881
  nChanged 306
		SP:Iteration 12Q (5806.210000 sec): 3 clusters
  Score: Raw -1016993.030556 + Penalty 2946.114509 = -1014046.916047
  nChanged 238
		SP:Iteration 13Q (5806.230000 sec): 3 clusters
  Score: Raw -1017148.021686 + Penalty 2946.114509 = -1014201.907178
  nChanged 174
		SP:Iteration 14Q (5806.250000 sec): 3 clusters
  Score: Raw -1017285.672591 + Penalty 2946.114509 = -1014339.558082
  nChanged 157
		SP:Iteration 15Q (5806.270000 sec): 3 clusters
  Score: Raw -1017431.435726 + Penalty 2946.114509 = -1014485.321217
  nChanged 114
		SP:Iteration 16Q (5806.290000 sec): 3 clusters
  Score: Raw -1017533.598080 + Penalty 2946.114509 = -1014587.483572
  nChanged 92
		SP:Iteration 17Q (5806.310000 sec): 3 clusters
  Score: Raw -1017633.052322 + Penalty 2946.114509 = -1014686.937814
  nChanged 85
		SP:Iteration 18Q (5806.330000 sec): 3 clusters
  Score: Raw -1017713.310802 + Penalty 2946.114509 = -1014767.196294
  nChanged 51
		SP:Iteration 19Q (5806.350000 sec): 3 clusters
  Score: Raw -1017751.205786 + Penalty 2946.114509 = -1014805.091278
  nChanged 39
		SP:Iteration 20F (5806.370000 sec): 3 clusters
  Score: Raw -1017778.891714 + Penalty 2946.114509 = -1014832.777206
  nChanged 42
		SP:Iteration 21Q (5806.390000 sec): 3 clusters
  Score: Raw -1017805.789770 + Penalty 2946.114509 = -1014859.675261
  nChanged 30
		SP:Iteration 22Q (5806.410000 sec): 3 clusters
  Score: Raw -1017823.677431 + Penalty 2946.114509 = -1014877.562922
  nChanged 22
		SP:Iteration 23Q (5806.420000 sec): 3 clusters
  Score: Raw -1017836.787337 + Penalty 2946.114509 = -1014890.672829
  nChanged 12
		SP:Iteration 24Q (5806.440000 sec): 3 clusters
  Score: Raw -1017843.400329 + Penalty 2946.114509 = -1014897.285820
  nChanged 7
		SP:Iteration 25Q (5806.450000 sec): 3 clusters
  Score: Raw -1017848.943679 + Penalty 2946.114509 = -1014902.829170
  nChanged 11
		SP:Iteration 26Q (5806.470000 sec): 3 clusters
  Score: Raw -1017855.057338 + Penalty 2946.114509 = -1014908.942830
  nChanged 8
		SP:Iteration 27Q (5806.490000 sec): 3 clusters
  Score: Raw -1017859.459101 + Penalty 2946.114509 = -1014913.344593
  nChanged 5
		SP:Iteration 28Q (5806.500000 sec): 3 clusters
  Score: Raw -1017862.037688 + Penalty 2946.114509 = -1014915.923179
  nChanged 5
		SP:Iteration 29Q (5806.520000 sec): 3 clusters
  Score: Raw -1017863.441836 + Penalty 2946.114509 = -1014917.327328
  nChanged 4
		SP:Iteration 30Q (5806.530000 sec): 3 clusters
  Score: Raw -1017864.980675 + Penalty 2946.114509 = -1014918.866167
  nChanged 2
		SP:Iteration 31Q (5806.550000 sec): 3 clusters
  Score: Raw -1017866.254496 + Penalty 2946.114509 = -1014920.139987
  nChanged 4
		SP:Iteration 32Q (5806.570000 sec): 3 clusters
  Score: Raw -1017868.605112 + Penalty 2946.114509 = -1014922.490604
  nChanged 2
		SP:Iteration 33Q (5806.580000 sec): 3 clusters
  Score: Raw -1017870.183408 + Penalty 2946.114509 = -1014924.068899
  nChanged 5
		SP:Iteration 34Q (5806.600000 sec): 3 clusters
  Score: Raw -1017873.515867 + Penalty 2946.114509 = -1014927.401358
  nChanged 2
		SP:Iteration 35Q (5806.610000 sec): 3 clusters
  Score: Raw -1017874.775312 + Penalty 2946.114509 = -1014928.660803
  nChanged 3
		SP:Iteration 36Q (5806.630000 sec): 3 clusters
  Score: Raw -1017876.386340 + Penalty 2946.114509 = -1014930.271832
  nChanged 3
		SP:Iteration 37Q (5806.650000 sec): 3 clusters
  Score: Raw -1017877.261274 + Penalty 2946.114509 = -1014931.146766
  nChanged 2
		SP:Iteration 38Q (5806.660000 sec): 3 clusters
  Score: Raw -1017878.368150 + Penalty 2946.114509 = -1014932.253642
  nChanged 2
		SP:Iteration 39Q (5806.680000 sec): 3 clusters
  Score: Raw -1017879.452585 + Penalty 2946.114509 = -1014933.338076
  nChanged 2
		SP:Iteration 40F (5806.700000 sec): 3 clusters
  Score: Raw -1017880.259784 + Penalty 2946.114509 = -1014934.145275
  nChanged 1
		SP:Iteration 41Q (5806.720000 sec): 3 clusters
  Score: Raw -1017880.743638 + Penalty 2946.114509 = -1014934.629129
  nChanged 0
		SP:Iteration 42F (5806.740000 sec): 3 clusters
  Score: Raw -1017880.743638 + Penalty 2946.114509 = -1014934.629129
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (7292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5806.760000 sec): 2 clusters
  Score: Raw -853459.442358 + Penalty 1445.361635 = -852014.080724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5806.780000 sec): 3 clusters
  Score: Raw -849472.522382 + Penalty 2890.723269 = -846581.799112
  nChanged 3060
		SP:Iteration 1F (5806.800000 sec): 3 clusters
  Score: Raw -851139.208523 + Penalty 2890.723269 = -848248.485253
  nChanged 429
		SP:Iteration 2F (5806.810000 sec): 3 clusters
  Score: Raw -851354.491959 + Penalty 2890.723269 = -848463.768690
  nChanged 379
		SP:Iteration 3F (5806.830000 sec): 3 clusters
  Score: Raw -851542.497960 + Penalty 2890.723269 = -848651.774691
  nChanged 334
		SP:Iteration 4Q (5806.850000 sec): 3 clusters
  Score: Raw -851733.149233 + Penalty 2890.723269 = -848842.425964
  nChanged 313
		SP:Iteration 5Q (5806.870000 sec): 3 clusters
  Score: Raw -851921.095433 + Penalty 2890.723269 = -849030.372164
  nChanged 327
		SP:Iteration 6Q (5806.890000 sec): 3 clusters
  Score: Raw -852112.524809 + Penalty 2890.723269 = -849221.801539
  nChanged 306
		SP:Iteration 7Q (5806.910000 sec): 3 clusters
  Score: Raw -852296.670560 + Penalty 2890.723269 = -849405.947290
  nChanged 278
		SP:Iteration 8Q (5806.930000 sec): 3 clusters
  Score: Raw -852457.978799 + Penalty 2890.723269 = -849567.255530
  nChanged 258
		SP:Iteration 9Q (5806.940000 sec): 3 clusters
  Score: Raw -852599.982833 + Penalty 2890.723269 = -849709.259564
  nChanged 211
		SP:Iteration 10Q (5806.960000 sec): 3 clusters
  Score: Raw -852711.368517 + Penalty 2890.723269 = -849820.645248
  nChanged 216
		SP:Iteration 11Q (5806.980000 sec): 3 clusters
  Score: Raw -852825.084900 + Penalty 2890.723269 = -849934.361631
  nChanged 181
		SP:Iteration 12Q (5806.990000 sec): 3 clusters
  Score: Raw -852916.211515 + Penalty 2890.723269 = -850025.488246
  nChanged 155
		SP:Iteration 13Q (5807.010000 sec): 3 clusters
  Score: Raw -852995.081842 + Penalty 2890.723269 = -850104.358573
  nChanged 152
		SP:Iteration 14Q (5807.030000 sec): 3 clusters
  Score: Raw -853069.743133 + Penalty 2890.723269 = -850179.019864
  nChanged 132
		SP:Iteration 15Q (5807.050000 sec): 3 clusters
  Score: Raw -853137.084503 + Penalty 2890.723269 = -850246.361234
  nChanged 94
		SP:Iteration 16Q (5807.060000 sec): 3 clusters
  Score: Raw -853185.294283 + Penalty 2890.723269 = -850294.571014
  nChanged 95
		SP:Iteration 17Q (5807.080000 sec): 3 clusters
  Score: Raw -853246.042255 + Penalty 2890.723269 = -850355.318986
  nChanged 104
		SP:Iteration 18Q (5807.090000 sec): 3 clusters
  Score: Raw -853303.623643 + Penalty 2890.723269 = -850412.900374
  nChanged 95
		SP:Iteration 19Q (5807.110000 sec): 3 clusters
  Score: Raw -853353.426403 + Penalty 2890.723269 = -850462.703134
  nChanged 78
		SP:Iteration 20F (5807.130000 sec): 3 clusters
  Score: Raw -853393.757411 + Penalty 2890.723269 = -850503.034142
  nChanged 67
		SP:Iteration 21Q (5807.140000 sec): 3 clusters
  Score: Raw -853423.486305 + Penalty 2890.723269 = -850532.763036
  nChanged 51
		SP:Iteration 22Q (5807.160000 sec): 3 clusters
  Score: Raw -853444.420476 + Penalty 2890.723269 = -850553.697207
  nChanged 50
		SP:Iteration 23Q (5807.170000 sec): 3 clusters
  Score: Raw -853462.227416 + Penalty 2890.723269 = -850571.504147
  nChanged 39
		SP:Iteration 24Q (5807.190000 sec): 3 clusters
  Score: Raw -853475.571397 + Penalty 2890.723269 = -850584.848127
  nChanged 30
		SP:Iteration 25Q (5807.210000 sec): 3 clusters
  Score: Raw -853484.192685 + Penalty 2890.723269 = -850593.469416
  nChanged 32
		SP:Iteration 26Q (5807.220000 sec): 3 clusters
  Score: Raw -853496.561645 + Penalty 2890.723269 = -850605.838376
  nChanged 32
		SP:Iteration 27Q (5807.240000 sec): 3 clusters
  Score: Raw -853506.882557 + Penalty 2890.723269 = -850616.159288
  nChanged 26
		SP:Iteration 28Q (5807.250000 sec): 3 clusters
  Score: Raw -853513.592332 + Penalty 2890.723269 = -850622.869063
  nChanged 19
		SP:Iteration 29Q (5807.270000 sec): 3 clusters
  Score: Raw -853517.962321 + Penalty 2890.723269 = -850627.239052
  nChanged 17
		SP:Iteration 30Q (5807.280000 sec): 3 clusters
  Score: Raw -853522.937812 + Penalty 2890.723269 = -850632.214542
  nChanged 21
		SP:Iteration 31Q (5807.300000 sec): 3 clusters
  Score: Raw -853530.385178 + Penalty 2890.723269 = -850639.661909
  nChanged 17
		SP:Iteration 32Q (5807.310000 sec): 3 clusters
  Score: Raw -853534.861176 + Penalty 2890.723269 = -850644.137907
  nChanged 9
		SP:Iteration 33Q (5807.330000 sec): 3 clusters
  Score: Raw -853537.146528 + Penalty 2890.723269 = -850646.423259
  nChanged 8
		SP:Iteration 34Q (5807.340000 sec): 3 clusters
  Score: Raw -853539.519706 + Penalty 2890.723269 = -850648.796437
  nChanged 17
		SP:Iteration 35Q (5807.360000 sec): 3 clusters
  Score: Raw -853544.520528 + Penalty 2890.723269 = -850653.797259
  nChanged 10
		SP:Iteration 36Q (5807.370000 sec): 3 clusters
  Score: Raw -853547.473719 + Penalty 2890.723269 = -850656.750450
  nChanged 10
		SP:Iteration 37Q (5807.390000 sec): 3 clusters
  Score: Raw -853550.942216 + Penalty 2890.723269 = -850660.218947
  nChanged 15
		SP:Iteration 38Q (5807.400000 sec): 3 clusters
  Score: Raw -853555.899236 + Penalty 2890.723269 = -850665.175966
  nChanged 10
		SP:Iteration 39Q (5807.420000 sec): 3 clusters
  Score: Raw -853559.062963 + Penalty 2890.723269 = -850668.339694
  nChanged 11
		SP:Iteration 40F (5807.430000 sec): 3 clusters
  Score: Raw -853561.429022 + Penalty 2890.723269 = -850670.705752
  nChanged 5
		SP:Iteration 41Q (5807.450000 sec): 3 clusters
  Score: Raw -853562.503499 + Penalty 2890.723269 = -850671.780230
  nChanged 2
		SP:Iteration 42Q (5807.470000 sec): 3 clusters
  Score: Raw -853562.860777 + Penalty 2890.723269 = -850672.137508
  nChanged 3
		SP:Iteration 43Q (5807.480000 sec): 3 clusters
  Score: Raw -853563.736812 + Penalty 2890.723269 = -850673.013543
  nChanged 3
		SP:Iteration 44Q (5807.490000 sec): 3 clusters
  Score: Raw -853564.090926 + Penalty 2890.723269 = -850673.367657
  nChanged 2
		SP:Iteration 45Q (5807.510000 sec): 3 clusters
  Score: Raw -853564.756749 + Penalty 2890.723269 = -850674.033480
  nChanged 1
		SP:Iteration 46Q (5807.530000 sec): 3 clusters
  Score: Raw -853564.818391 + Penalty 2890.723269 = -850674.095122
  nChanged 0
		SP:Iteration 47F (5807.540000 sec): 3 clusters
  Score: Raw -853564.818391 + Penalty 2890.723269 = -850674.095122
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (11417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5807.580000 sec): 2 clusters
  Score: Raw -1319344.438841 + Penalty 1518.214547 = -1317826.224294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5807.610000 sec): 3 clusters
  Score: Raw -1312736.550078 + Penalty 3036.429094 = -1309700.120984
  nChanged 5035
		SP:Iteration 1F (5807.640000 sec): 3 clusters
  Score: Raw -1315478.706291 + Penalty 3036.429094 = -1312442.277196
  nChanged 705
		SP:Iteration 2F (5807.670000 sec): 3 clusters
  Score: Raw -1315789.290165 + Penalty 3036.429094 = -1312752.861071
  nChanged 592
		SP:Iteration 3F (5807.700000 sec): 3 clusters
  Score: Raw -1316046.341928 + Penalty 3036.429094 = -1313009.912833
  nChanged 513
		SP:Iteration 4Q (5807.730000 sec): 3 clusters
  Score: Raw -1316283.615435 + Penalty 3036.429094 = -1313247.186341
  nChanged 514
		SP:Iteration 5Q (5807.760000 sec): 3 clusters
  Score: Raw -1316537.786343 + Penalty 3036.429094 = -1313501.357249
  nChanged 508
		SP:Iteration 6Q (5807.780000 sec): 3 clusters
  Score: Raw -1316805.838811 + Penalty 3036.429094 = -1313769.409717
  nChanged 534
		SP:Iteration 7Q (5807.820000 sec): 3 clusters
  Score: Raw -1317155.613021 + Penalty 3036.429094 = -1314119.183927
  nChanged 552
		SP:Iteration 8Q (5807.840000 sec): 3 clusters
  Score: Raw -1317539.134643 + Penalty 3036.429094 = -1314502.705549
  nChanged 529
		SP:Iteration 9Q (5807.870000 sec): 3 clusters
  Score: Raw -1317878.890611 + Penalty 3036.429094 = -1314842.461517
  nChanged 491
		SP:Iteration 10Q (5807.900000 sec): 3 clusters
  Score: Raw -1318176.854851 + Penalty 3036.429094 = -1315140.425757
  nChanged 407
		SP:Iteration 11Q (5807.930000 sec): 3 clusters
  Score: Raw -1318385.938513 + Penalty 3036.429094 = -1315349.509419
  nChanged 302
		SP:Iteration 12Q (5807.960000 sec): 3 clusters
  Score: Raw -1318506.945305 + Penalty 3036.429094 = -1315470.516211
  nChanged 226
		SP:Iteration 13Q (5807.980000 sec): 3 clusters
  Score: Raw -1318586.711064 + Penalty 3036.429094 = -1315550.281970
  nChanged 156
		SP:Iteration 14Q (5808.010000 sec): 3 clusters
  Score: Raw -1318637.816792 + Penalty 3036.429094 = -1315601.387698
  nChanged 126
		SP:Iteration 15Q (5808.040000 sec): 3 clusters
  Score: Raw -1318677.173178 + Penalty 3036.429094 = -1315640.744084
  nChanged 104
		SP:Iteration 16Q (5808.060000 sec): 3 clusters
  Score: Raw -1318706.567169 + Penalty 3036.429094 = -1315670.138075
  nChanged 100
		SP:Iteration 17Q (5808.090000 sec): 3 clusters
  Score: Raw -1318730.131897 + Penalty 3036.429094 = -1315693.702802
  nChanged 94
		SP:Iteration 18Q (5808.120000 sec): 3 clusters
  Score: Raw -1318755.178262 + Penalty 3036.429094 = -1315718.749167
  nChanged 88
		SP:Iteration 19Q (5808.150000 sec): 3 clusters
  Score: Raw -1318774.123710 + Penalty 3036.429094 = -1315737.694616
  nChanged 67
		SP:Iteration 20F (5808.180000 sec): 3 clusters
  Score: Raw -1318788.989250 + Penalty 3036.429094 = -1315752.560155
  nChanged 62
		SP:Iteration 21Q (5808.200000 sec): 3 clusters
  Score: Raw -1318801.876441 + Penalty 3036.429094 = -1315765.447347
  nChanged 57
		SP:Iteration 22Q (5808.230000 sec): 3 clusters
  Score: Raw -1318813.495163 + Penalty 3036.429094 = -1315777.066068
  nChanged 64
		SP:Iteration 23Q (5808.260000 sec): 3 clusters
  Score: Raw -1318824.671849 + Penalty 3036.429094 = -1315788.242754
  nChanged 54
		SP:Iteration 24Q (5808.280000 sec): 3 clusters
  Score: Raw -1318833.063011 + Penalty 3036.429094 = -1315796.633916
  nChanged 52
		SP:Iteration 25Q (5808.310000 sec): 3 clusters
  Score: Raw -1318841.899455 + Penalty 3036.429094 = -1315805.470361
  nChanged 44
		SP:Iteration 26Q (5808.340000 sec): 3 clusters
  Score: Raw -1318849.079861 + Penalty 3036.429094 = -1315812.650766
  nChanged 50
		SP:Iteration 27Q (5808.370000 sec): 3 clusters
  Score: Raw -1318856.392257 + Penalty 3036.429094 = -1315819.963163
  nChanged 34
		SP:Iteration 28Q (5808.400000 sec): 3 clusters
  Score: Raw -1318861.905017 + Penalty 3036.429094 = -1315825.475923
  nChanged 39
		SP:Iteration 29Q (5808.420000 sec): 3 clusters
  Score: Raw -1318867.738434 + Penalty 3036.429094 = -1315831.309339
  nChanged 29
		SP:Iteration 30Q (5808.450000 sec): 3 clusters
  Score: Raw -1318872.356856 + Penalty 3036.429094 = -1315835.927762
  nChanged 25
		SP:Iteration 31Q (5808.480000 sec): 3 clusters
  Score: Raw -1318875.596576 + Penalty 3036.429094 = -1315839.167481
  nChanged 19
		SP:Iteration 32Q (5808.500000 sec): 3 clusters
  Score: Raw -1318877.582161 + Penalty 3036.429094 = -1315841.153066
  nChanged 14
		SP:Iteration 33Q (5808.530000 sec): 3 clusters
  Score: Raw -1318879.130678 + Penalty 3036.429094 = -1315842.701584
  nChanged 14
		SP:Iteration 34Q (5808.560000 sec): 3 clusters
  Score: Raw -1318881.093543 + Penalty 3036.429094 = -1315844.664449
  nChanged 12
		SP:Iteration 35Q (5808.580000 sec): 3 clusters
  Score: Raw -1318882.371326 + Penalty 3036.429094 = -1315845.942231
  nChanged 15
		SP:Iteration 36Q (5808.610000 sec): 3 clusters
  Score: Raw -1318883.950469 + Penalty 3036.429094 = -1315847.521375
  nChanged 15
		SP:Iteration 37Q (5808.640000 sec): 3 clusters
  Score: Raw -1318885.101651 + Penalty 3036.429094 = -1315848.672557
  nChanged 8
		SP:Iteration 38Q (5808.660000 sec): 3 clusters
  Score: Raw -1318885.747897 + Penalty 3036.429094 = -1315849.318803
  nChanged 7
		SP:Iteration 39Q (5808.690000 sec): 3 clusters
  Score: Raw -1318886.348601 + Penalty 3036.429094 = -1315849.919506
  nChanged 7
		SP:Iteration 40F (5808.720000 sec): 3 clusters
  Score: Raw -1318886.745792 + Penalty 3036.429094 = -1315850.316698
  nChanged 4
		SP:Iteration 41Q (5808.740000 sec): 3 clusters
  Score: Raw -1318887.035268 + Penalty 3036.429094 = -1315850.606174
  nChanged 4
		SP:Iteration 42Q (5808.770000 sec): 3 clusters
  Score: Raw -1318887.326845 + Penalty 3036.429094 = -1315850.897751
  nChanged 5
		SP:Iteration 43Q (5808.800000 sec): 3 clusters
  Score: Raw -1318887.651136 + Penalty 3036.429094 = -1315851.222041
  nChanged 9
		SP:Iteration 44Q (5808.820000 sec): 3 clusters
  Score: Raw -1318888.360171 + Penalty 3036.429094 = -1315851.931076
  nChanged 6
		SP:Iteration 45Q (5808.850000 sec): 3 clusters
  Score: Raw -1318888.859777 + Penalty 3036.429094 = -1315852.430682
  nChanged 10
		SP:Iteration 46Q (5808.880000 sec): 3 clusters
  Score: Raw -1318889.823741 + Penalty 3036.429094 = -1315853.394647
  nChanged 8
		SP:Iteration 47Q (5808.900000 sec): 3 clusters
  Score: Raw -1318890.745723 + Penalty 3036.429094 = -1315854.316628
  nChanged 7
		SP:Iteration 48Q (5808.930000 sec): 3 clusters
  Score: Raw -1318891.488876 + Penalty 3036.429094 = -1315855.059782
  nChanged 7
		SP:Iteration 49Q (5808.960000 sec): 3 clusters
  Score: Raw -1318891.966785 + Penalty 3036.429094 = -1315855.537690
  nChanged 4
		SP:Iteration 50Q (5808.980000 sec): 3 clusters
  Score: Raw -1318892.326759 + Penalty 3036.429094 = -1315855.897664
  nChanged 3
		SP:Iteration 51Q (5809.010000 sec): 3 clusters
  Score: Raw -1318892.590890 + Penalty 3036.429094 = -1315856.161795
  nChanged 4
		SP:Iteration 52Q (5809.040000 sec): 3 clusters
  Score: Raw -1318892.964992 + Penalty 3036.429094 = -1315856.535897
  nChanged 7
		SP:Iteration 53Q (5809.060000 sec): 3 clusters
  Score: Raw -1318893.646594 + Penalty 3036.429094 = -1315857.217500
  nChanged 11
		SP:Iteration 54Q (5809.090000 sec): 3 clusters
  Score: Raw -1318894.590550 + Penalty 3036.429094 = -1315858.161456
  nChanged 8
		SP:Iteration 55Q (5809.120000 sec): 3 clusters
  Score: Raw -1318895.492709 + Penalty 3036.429094 = -1315859.063615
  nChanged 9
		SP:Iteration 56Q (5809.140000 sec): 3 clusters
  Score: Raw -1318896.403622 + Penalty 3036.429094 = -1315859.974527
  nChanged 11
		SP:Iteration 57Q (5809.170000 sec): 3 clusters
  Score: Raw -1318897.423796 + Penalty 3036.429094 = -1315860.994701
  nChanged 12
		SP:Iteration 58Q (5809.200000 sec): 3 clusters
  Score: Raw -1318898.653849 + Penalty 3036.429094 = -1315862.224754
  nChanged 7
		SP:Iteration 59Q (5809.220000 sec): 3 clusters
  Score: Raw -1318899.299887 + Penalty 3036.429094 = -1315862.870793
  nChanged 9
		SP:Iteration 60F (5809.250000 sec): 3 clusters
  Score: Raw -1318900.177857 + Penalty 3036.429094 = -1315863.748763
  nChanged 12
		SP:Iteration 61Q (5809.280000 sec): 3 clusters
  Score: Raw -1318901.107248 + Penalty 3036.429094 = -1315864.678153
  nChanged 8
		SP:Iteration 62Q (5809.310000 sec): 3 clusters
  Score: Raw -1318901.795938 + Penalty 3036.429094 = -1315865.366843
  nChanged 10
		SP:Iteration 63Q (5809.330000 sec): 3 clusters
  Score: Raw -1318902.620924 + Penalty 3036.429094 = -1315866.191830
  nChanged 9
		SP:Iteration 64Q (5809.360000 sec): 3 clusters
  Score: Raw -1318903.269887 + Penalty 3036.429094 = -1315866.840793
  nChanged 6
		SP:Iteration 65Q (5809.390000 sec): 3 clusters
  Score: Raw -1318903.816219 + Penalty 3036.429094 = -1315867.387124
  nChanged 7
		SP:Iteration 66Q (5809.420000 sec): 3 clusters
  Score: Raw -1318904.810754 + Penalty 3036.429094 = -1315868.381660
  nChanged 11
		SP:Iteration 67Q (5809.440000 sec): 3 clusters
  Score: Raw -1318906.146959 + Penalty 3036.429094 = -1315869.717865
  nChanged 11
		SP:Iteration 68Q (5809.470000 sec): 3 clusters
  Score: Raw -1318907.161514 + Penalty 3036.429094 = -1315870.732420
  nChanged 13
		SP:Iteration 69Q (5809.500000 sec): 3 clusters
  Score: Raw -1318908.473167 + Penalty 3036.429094 = -1315872.044072
  nChanged 10
		SP:Iteration 70Q (5809.520000 sec): 3 clusters
  Score: Raw -1318909.258645 + Penalty 3036.429094 = -1315872.829551
  nChanged 7
		SP:Iteration 71Q (5809.550000 sec): 3 clusters
  Score: Raw -1318909.961821 + Penalty 3036.429094 = -1315873.532727
  nChanged 7
		SP:Iteration 72Q (5809.580000 sec): 3 clusters
  Score: Raw -1318910.411597 + Penalty 3036.429094 = -1315873.982502
  nChanged 6
		SP:Iteration 73Q (5809.600000 sec): 3 clusters
  Score: Raw -1318910.971196 + Penalty 3036.429094 = -1315874.542101
  nChanged 4
		SP:Iteration 74Q (5809.630000 sec): 3 clusters
  Score: Raw -1318911.477168 + Penalty 3036.429094 = -1315875.048074
  nChanged 7
		SP:Iteration 75Q (5809.660000 sec): 3 clusters
  Score: Raw -1318912.343007 + Penalty 3036.429094 = -1315875.913913
  nChanged 6
		SP:Iteration 76Q (5809.680000 sec): 3 clusters
  Score: Raw -1318912.941607 + Penalty 3036.429094 = -1315876.512512
  nChanged 3
		SP:Iteration 77Q (5809.710000 sec): 3 clusters
  Score: Raw -1318913.241106 + Penalty 3036.429094 = -1315876.812012
  nChanged 3
		SP:Iteration 78Q (5809.740000 sec): 3 clusters
  Score: Raw -1318913.773627 + Penalty 3036.429094 = -1315877.344532
  nChanged 5
		SP:Iteration 79Q (5809.760000 sec): 3 clusters
  Score: Raw -1318914.806382 + Penalty 3036.429094 = -1315878.377288
  nChanged 13
		SP:Iteration 80F (5809.790000 sec): 3 clusters
  Score: Raw -1318916.670788 + Penalty 3036.429094 = -1315880.241694
  nChanged 8
		SP:Iteration 81Q (5809.820000 sec): 3 clusters
  Score: Raw -1318917.322834 + Penalty 3036.429094 = -1315880.893739
  nChanged 5
		SP:Iteration 82Q (5809.840000 sec): 3 clusters
  Score: Raw -1318917.916606 + Penalty 3036.429094 = -1315881.487511
  nChanged 6
		SP:Iteration 83Q (5809.870000 sec): 3 clusters
  Score: Raw -1318918.872672 + Penalty 3036.429094 = -1315882.443578
  nChanged 9
		SP:Iteration 84Q (5809.900000 sec): 3 clusters
  Score: Raw -1318920.097828 + Penalty 3036.429094 = -1315883.668733
  nChanged 9
		SP:Iteration 85Q (5809.920000 sec): 3 clusters
  Score: Raw -1318921.170644 + Penalty 3036.429094 = -1315884.741550
  nChanged 9
		SP:Iteration 86Q (5809.950000 sec): 3 clusters
  Score: Raw -1318922.074327 + Penalty 3036.429094 = -1315885.645233
  nChanged 7
		SP:Iteration 87Q (5809.980000 sec): 3 clusters
  Score: Raw -1318922.793583 + Penalty 3036.429094 = -1315886.364489
  nChanged 6
		SP:Iteration 88Q (5810.000000 sec): 3 clusters
  Score: Raw -1318923.558466 + Penalty 3036.429094 = -1315887.129371
  nChanged 6
		SP:Iteration 89Q (5810.030000 sec): 3 clusters
  Score: Raw -1318924.362037 + Penalty 3036.429094 = -1315887.932943
  nChanged 5
		SP:Iteration 90Q (5810.060000 sec): 3 clusters
  Score: Raw -1318924.754944 + Penalty 3036.429094 = -1315888.325850
  nChanged 2
		SP:Iteration 91Q (5810.080000 sec): 3 clusters
  Score: Raw -1318924.864310 + Penalty 3036.429094 = -1315888.435216
  nChanged 2
		SP:Iteration 92Q (5810.110000 sec): 3 clusters
  Score: Raw -1318924.977971 + Penalty 3036.429094 = -1315888.548877
  nChanged 3
		SP:Iteration 93Q (5810.140000 sec): 3 clusters
  Score: Raw -1318925.507932 + Penalty 3036.429094 = -1315889.078838
  nChanged 5
		SP:Iteration 94Q (5810.160000 sec): 3 clusters
  Score: Raw -1318926.464961 + Penalty 3036.429094 = -1315890.035867
  nChanged 8
		SP:Iteration 95Q (5810.190000 sec): 3 clusters
  Score: Raw -1318927.597649 + Penalty 3036.429094 = -1315891.168555
  nChanged 10
		SP:Iteration 96Q (5810.220000 sec): 3 clusters
  Score: Raw -1318928.857479 + Penalty 3036.429094 = -1315892.428385
  nChanged 14
		SP:Iteration 97Q (5810.240000 sec): 3 clusters
  Score: Raw -1318930.756543 + Penalty 3036.429094 = -1315894.327449
  nChanged 14
		SP:Iteration 98Q (5810.270000 sec): 3 clusters
  Score: Raw -1318932.693070 + Penalty 3036.429094 = -1315896.263976
  nChanged 11
		SP:Iteration 99Q (5810.300000 sec): 3 clusters
  Score: Raw -1318934.074076 + Penalty 3036.429094 = -1315897.644982
  nChanged 11
		SP:Iteration 100F (5810.320000 sec): 3 clusters
  Score: Raw -1318935.220166 + Penalty 3036.429094 = -1315898.791072
  nChanged 8
		SP:Iteration 101Q (5810.350000 sec): 3 clusters
  Score: Raw -1318936.036060 + Penalty 3036.429094 = -1315899.606966
  nChanged 7
		SP:Iteration 102Q (5810.380000 sec): 3 clusters
  Score: Raw -1318936.561850 + Penalty 3036.429094 = -1315900.132756
  nChanged 5
		SP:Iteration 103Q (5810.410000 sec): 3 clusters
  Score: Raw -1318936.991885 + Penalty 3036.429094 = -1315900.562790
  nChanged 4
		SP:Iteration 104Q (5810.430000 sec): 3 clusters
  Score: Raw -1318937.726867 + Penalty 3036.429094 = -1315901.297773
  nChanged 6
		SP:Iteration 105Q (5810.460000 sec): 3 clusters
  Score: Raw -1318938.312927 + Penalty 3036.429094 = -1315901.883832
  nChanged 3
		SP:Iteration 106Q (5810.490000 sec): 3 clusters
  Score: Raw -1318938.680740 + Penalty 3036.429094 = -1315902.251645
  nChanged 4
		SP:Iteration 107Q (5810.520000 sec): 3 clusters
  Score: Raw -1318939.056149 + Penalty 3036.429094 = -1315902.627055
  nChanged 5
		SP:Iteration 108Q (5810.540000 sec): 3 clusters
  Score: Raw -1318939.543875 + Penalty 3036.429094 = -1315903.114781
  nChanged 4
		SP:Iteration 109Q (5810.570000 sec): 3 clusters
  Score: Raw -1318940.058835 + Penalty 3036.429094 = -1315903.629741
  nChanged 3
		SP:Iteration 110Q (5810.600000 sec): 3 clusters
  Score: Raw -1318940.795259 + Penalty 3036.429094 = -1315904.366165
  nChanged 5
		SP:Iteration 111Q (5810.620000 sec): 3 clusters
  Score: Raw -1318941.160939 + Penalty 3036.429094 = -1315904.731845
  nChanged 5
		SP:Iteration 112Q (5810.650000 sec): 3 clusters
  Score: Raw -1318941.757607 + Penalty 3036.429094 = -1315905.328513
  nChanged 7
		SP:Iteration 113Q (5810.680000 sec): 3 clusters
  Score: Raw -1318942.250809 + Penalty 3036.429094 = -1315905.821715
  nChanged 0
		SP:Iteration 114F (5810.700000 sec): 3 clusters
  Score: Raw -1318942.250809 + Penalty 3036.429094 = -1315905.821715
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (4470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5810.720000 sec): 2 clusters
  Score: Raw -503178.526590 + Penalty 1365.835849 = -501812.690741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5810.740000 sec): 3 clusters
  Score: Raw -500855.628472 + Penalty 2731.671698 = -498123.956773
  nChanged 1837
		SP:Iteration 1F (5810.750000 sec): 3 clusters
  Score: Raw -501906.906204 + Penalty 2731.671698 = -499175.234505
  nChanged 429
		SP:Iteration 2F (5810.760000 sec): 3 clusters
  Score: Raw -502265.803652 + Penalty 2731.671698 = -499534.131954
  nChanged 380
		SP:Iteration 3F (5810.770000 sec): 3 clusters
  Score: Raw -502604.712715 + Penalty 2731.671698 = -499873.041016
  nChanged 304
		SP:Iteration 4F (5810.780000 sec): 3 clusters
  Score: Raw -502840.991436 + Penalty 2731.671698 = -500109.319737
  nChanged 226
		SP:Iteration 5F (5810.790000 sec): 3 clusters
  Score: Raw -502989.195710 + Penalty 2731.671698 = -500257.524011
  nChanged 162
		SP:Iteration 6Q (5810.800000 sec): 3 clusters
  Score: Raw -503079.647476 + Penalty 2731.671698 = -500347.975778
  nChanged 111
		SP:Iteration 7Q (5810.820000 sec): 3 clusters
  Score: Raw -503133.662490 + Penalty 2731.671698 = -500401.990791
  nChanged 94
		SP:Iteration 8Q (5810.830000 sec): 3 clusters
  Score: Raw -503177.387964 + Penalty 2731.671698 = -500445.716265
  nChanged 77
		SP:Iteration 9Q (5810.840000 sec): 3 clusters
  Score: Raw -503211.817079 + Penalty 2731.671698 = -500480.145381
  nChanged 59
		SP:Iteration 10Q (5810.850000 sec): 3 clusters
  Score: Raw -503234.758805 + Penalty 2731.671698 = -500503.087106
  nChanged 52
		SP:Iteration 11Q (5810.860000 sec): 3 clusters
  Score: Raw -503260.704334 + Penalty 2731.671698 = -500529.032635
  nChanged 54
		SP:Iteration 12Q (5810.870000 sec): 3 clusters
  Score: Raw -503282.484974 + Penalty 2731.671698 = -500550.813275
  nChanged 36
		SP:Iteration 13Q (5810.880000 sec): 3 clusters
  Score: Raw -503299.631410 + Penalty 2731.671698 = -500567.959712
  nChanged 33
		SP:Iteration 14Q (5810.890000 sec): 3 clusters
  Score: Raw -503312.904457 + Penalty 2731.671698 = -500581.232759
  nChanged 30
		SP:Iteration 15Q (5810.900000 sec): 3 clusters
  Score: Raw -503321.863033 + Penalty 2731.671698 = -500590.191335
  nChanged 23
		SP:Iteration 16Q (5810.920000 sec): 3 clusters
  Score: Raw -503328.733189 + Penalty 2731.671698 = -500597.061490
  nChanged 12
		SP:Iteration 17Q (5810.920000 sec): 3 clusters
  Score: Raw -503333.106590 + Penalty 2731.671698 = -500601.434892
  nChanged 10
		SP:Iteration 18Q (5810.940000 sec): 3 clusters
  Score: Raw -503335.528224 + Penalty 2731.671698 = -500603.856526
  nChanged 7
		SP:Iteration 19Q (5810.950000 sec): 3 clusters
  Score: Raw -503336.875269 + Penalty 2731.671698 = -500605.203570
  nChanged 4
		SP:Iteration 20F (5810.960000 sec): 3 clusters
  Score: Raw -503338.563016 + Penalty 2731.671698 = -500606.891317
  nChanged 6
		SP:Iteration 21Q (5810.970000 sec): 3 clusters
  Score: Raw -503340.545471 + Penalty 2731.671698 = -500608.873773
  nChanged 3
		SP:Iteration 22Q (5810.980000 sec): 3 clusters
  Score: Raw -503341.423872 + Penalty 2731.671698 = -500609.752173
  nChanged 6
		SP:Iteration 23Q (5810.990000 sec): 3 clusters
  Score: Raw -503343.147506 + Penalty 2731.671698 = -500611.475807
  nChanged 3
		SP:Iteration 24Q (5811.000000 sec): 3 clusters
  Score: Raw -503343.602491 + Penalty 2731.671698 = -500611.930793
  nChanged 1
		SP:Iteration 25Q (5811.010000 sec): 3 clusters
  Score: Raw -503343.787430 + Penalty 2731.671698 = -500612.115732
  nChanged 2
		SP:Iteration 26Q (5811.020000 sec): 3 clusters
  Score: Raw -503344.017089 + Penalty 2731.671698 = -500612.345391
  nChanged 2
		SP:Iteration 27Q (5811.040000 sec): 3 clusters
  Score: Raw -503344.339688 + Penalty 2731.671698 = -500612.667989
  nChanged 3
		SP:Iteration 28Q (5811.050000 sec): 3 clusters
  Score: Raw -503344.957012 + Penalty 2731.671698 = -500613.285313
  nChanged 5
		SP:Iteration 29Q (5811.060000 sec): 3 clusters
  Score: Raw -503346.662999 + Penalty 2731.671698 = -500614.991301
  nChanged 6
		SP:Iteration 30Q (5811.070000 sec): 3 clusters
  Score: Raw -503348.858891 + Penalty 2731.671698 = -500617.187192
  nChanged 7
		SP:Iteration 31Q (5811.080000 sec): 3 clusters
  Score: Raw -503350.965182 + Penalty 2731.671698 = -500619.293484
  nChanged 6
		SP:Iteration 32Q (5811.090000 sec): 3 clusters
  Score: Raw -503352.176349 + Penalty 2731.671698 = -500620.504650
  nChanged 1
		SP:Iteration 33Q (5811.100000 sec): 3 clusters
  Score: Raw -503352.365212 + Penalty 2731.671698 = -500620.693514
  nChanged 0
		SP:Iteration 34F (5811.110000 sec): 3 clusters
  Score: Raw -503352.365212 + Penalty 2731.671698 = -500620.693514
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5811.120000 sec): 2 clusters
  Score: Raw -371871.021518 + Penalty 1330.255224 = -370540.766294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5811.140000 sec): 3 clusters
  Score: Raw -370102.002875 + Penalty 2660.510448 = -367441.492427
  nChanged 1356
		SP:Iteration 1F (5811.140000 sec): 3 clusters
  Score: Raw -370992.477786 + Penalty 2660.510448 = -368331.967338
  nChanged 307
		SP:Iteration 2F (5811.150000 sec): 3 clusters
  Score: Raw -371225.421584 + Penalty 2660.510448 = -368564.911136
  nChanged 222
		SP:Iteration 3F (5811.160000 sec): 3 clusters
  Score: Raw -371421.950213 + Penalty 2660.510448 = -368761.439765
  nChanged 202
		SP:Iteration 4F (5811.170000 sec): 3 clusters
  Score: Raw -371596.017903 + Penalty 2660.510448 = -368935.507455
  nChanged 191
		SP:Iteration 5F (5811.180000 sec): 3 clusters
  Score: Raw -371744.256915 + Penalty 2660.510448 = -369083.746467
  nChanged 147
		SP:Iteration 6Q (5811.190000 sec): 3 clusters
  Score: Raw -371844.911786 + Penalty 2660.510448 = -369184.401338
  nChanged 120
		SP:Iteration 7Q (5811.200000 sec): 3 clusters
  Score: Raw -371935.567757 + Penalty 2660.510448 = -369275.057309
  nChanged 112
		SP:Iteration 8Q (5811.210000 sec): 3 clusters
  Score: Raw -372019.818199 + Penalty 2660.510448 = -369359.307751
  nChanged 90
		SP:Iteration 9Q (5811.220000 sec): 3 clusters
  Score: Raw -372071.669619 + Penalty 2660.510448 = -369411.159171
  nChanged 71
		SP:Iteration 10Q (5811.220000 sec): 3 clusters
  Score: Raw -372117.335307 + Penalty 2660.510448 = -369456.824858
  nChanged 55
		SP:Iteration 11Q (5811.230000 sec): 3 clusters
  Score: Raw -372156.678510 + Penalty 2660.510448 = -369496.168061
  nChanged 56
		SP:Iteration 12Q (5811.240000 sec): 3 clusters
  Score: Raw -372186.061183 + Penalty 2660.510448 = -369525.550735
  nChanged 50
		SP:Iteration 13Q (5811.250000 sec): 3 clusters
  Score: Raw -372214.116176 + Penalty 2660.510448 = -369553.605728
  nChanged 52
		SP:Iteration 14Q (5811.260000 sec): 3 clusters
  Score: Raw -372238.327475 + Penalty 2660.510448 = -369577.817027
  nChanged 31
		SP:Iteration 15Q (5811.270000 sec): 3 clusters
  Score: Raw -372254.479018 + Penalty 2660.510448 = -369593.968570
  nChanged 25
		SP:Iteration 16Q (5811.280000 sec): 3 clusters
  Score: Raw -372269.269894 + Penalty 2660.510448 = -369608.759446
  nChanged 25
		SP:Iteration 17Q (5811.280000 sec): 3 clusters
  Score: Raw -372277.313887 + Penalty 2660.510448 = -369616.803439
  nChanged 9
		SP:Iteration 18Q (5811.290000 sec): 3 clusters
  Score: Raw -372281.130162 + Penalty 2660.510448 = -369620.619714
  nChanged 13
		SP:Iteration 19Q (5811.300000 sec): 3 clusters
  Score: Raw -372287.852687 + Penalty 2660.510448 = -369627.342239
  nChanged 18
		SP:Iteration 20F (5811.310000 sec): 3 clusters
  Score: Raw -372294.719923 + Penalty 2660.510448 = -369634.209475
  nChanged 4
		SP:Iteration 21Q (5811.320000 sec): 3 clusters
  Score: Raw -372295.659943 + Penalty 2660.510448 = -369635.149495
  nChanged 5
		SP:Iteration 22Q (5811.330000 sec): 3 clusters
  Score: Raw -372296.712771 + Penalty 2660.510448 = -369636.202323
  nChanged 3
		SP:Iteration 23Q (5811.340000 sec): 3 clusters
  Score: Raw -372297.663281 + Penalty 2660.510448 = -369637.152833
  nChanged 4
		SP:Iteration 24Q (5811.340000 sec): 3 clusters
  Score: Raw -372299.036716 + Penalty 2660.510448 = -369638.526268
  nChanged 3
		SP:Iteration 25Q (5811.350000 sec): 3 clusters
  Score: Raw -372299.803594 + Penalty 2660.510448 = -369639.293146
  nChanged 2
		SP:Iteration 26Q (5811.360000 sec): 3 clusters
  Score: Raw -372300.211960 + Penalty 2660.510448 = -369639.701512
  nChanged 1
		SP:Iteration 27Q (5811.370000 sec): 3 clusters
  Score: Raw -372300.332221 + Penalty 2660.510448 = -369639.821773
  nChanged 0
		SP:Iteration 28F (5811.380000 sec): 3 clusters
  Score: Raw -372300.332221 + Penalty 2660.510448 = -369639.821773
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (9604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5811.410000 sec): 2 clusters
  Score: Raw -1097779.287786 + Penalty 1490.114431 = -1096289.173355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5811.430000 sec): 3 clusters
  Score: Raw -1092333.328853 + Penalty 2980.228861 = -1089353.099992
  nChanged 4155
		SP:Iteration 1F (5811.460000 sec): 3 clusters
  Score: Raw -1094601.272435 + Penalty 2980.228861 = -1091621.043574
  nChanged 662
		SP:Iteration 2F (5811.480000 sec): 3 clusters
  Score: Raw -1094958.765283 + Penalty 2980.228861 = -1091978.536422
  nChanged 564
		SP:Iteration 3F (5811.500000 sec): 3 clusters
  Score: Raw -1095314.344435 + Penalty 2980.228861 = -1092334.115574
  nChanged 525
		SP:Iteration 4F (5811.530000 sec): 3 clusters
  Score: Raw -1095641.129399 + Penalty 2980.228861 = -1092660.900538
  nChanged 503
		SP:Iteration 5F (5811.550000 sec): 3 clusters
  Score: Raw -1095917.185366 + Penalty 2980.228861 = -1092936.956505
  nChanged 440
		SP:Iteration 6Q (5811.580000 sec): 3 clusters
  Score: Raw -1096160.446045 + Penalty 2980.228861 = -1093180.217183
  nChanged 406
		SP:Iteration 7Q (5811.600000 sec): 3 clusters
  Score: Raw -1096382.887074 + Penalty 2980.228861 = -1093402.658213
  nChanged 366
		SP:Iteration 8Q (5811.620000 sec): 3 clusters
  Score: Raw -1096589.510637 + Penalty 2980.228861 = -1093609.281776
  nChanged 361
		SP:Iteration 9Q (5811.650000 sec): 3 clusters
  Score: Raw -1096778.383992 + Penalty 2980.228861 = -1093798.155131
  nChanged 313
		SP:Iteration 10Q (5811.670000 sec): 3 clusters
  Score: Raw -1096932.208626 + Penalty 2980.228861 = -1093951.979765
  nChanged 265
		SP:Iteration 11Q (5811.700000 sec): 3 clusters
  Score: Raw -1097051.798811 + Penalty 2980.228861 = -1094071.569950
  nChanged 219
		SP:Iteration 12Q (5811.720000 sec): 3 clusters
  Score: Raw -1097142.276276 + Penalty 2980.228861 = -1094162.047415
  nChanged 199
		SP:Iteration 13Q (5811.740000 sec): 3 clusters
  Score: Raw -1097240.451806 + Penalty 2980.228861 = -1094260.222945
  nChanged 186
		SP:Iteration 14Q (5811.770000 sec): 3 clusters
  Score: Raw -1097335.540815 + Penalty 2980.228861 = -1094355.311954
  nChanged 158
		SP:Iteration 15Q (5811.790000 sec): 3 clusters
  Score: Raw -1097418.906790 + Penalty 2980.228861 = -1094438.677929
  nChanged 164
		SP:Iteration 16Q (5811.810000 sec): 3 clusters
  Score: Raw -1097510.513125 + Penalty 2980.228861 = -1094530.284264
  nChanged 162
		SP:Iteration 17Q (5811.840000 sec): 3 clusters
  Score: Raw -1097604.239299 + Penalty 2980.228861 = -1094624.010438
  nChanged 169
		SP:Iteration 18Q (5811.860000 sec): 3 clusters
  Score: Raw -1097695.701792 + Penalty 2980.228861 = -1094715.472930
  nChanged 154
		SP:Iteration 19Q (5811.880000 sec): 3 clusters
  Score: Raw -1097772.359642 + Penalty 2980.228861 = -1094792.130781
  nChanged 134
		SP:Iteration 20F (5811.900000 sec): 3 clusters
  Score: Raw -1097836.697673 + Penalty 2980.228861 = -1094856.468812
  nChanged 123
		SP:Iteration 21Q (5811.930000 sec): 3 clusters
  Score: Raw -1097895.421411 + Penalty 2980.228861 = -1094915.192550
  nChanged 110
		SP:Iteration 22Q (5811.950000 sec): 3 clusters
  Score: Raw -1097953.330357 + Penalty 2980.228861 = -1094973.101496
  nChanged 119
		SP:Iteration 23Q (5811.970000 sec): 3 clusters
  Score: Raw -1098004.744956 + Penalty 2980.228861 = -1095024.516095
  nChanged 95
		SP:Iteration 24Q (5811.990000 sec): 3 clusters
  Score: Raw -1098042.870129 + Penalty 2980.228861 = -1095062.641268
  nChanged 86
		SP:Iteration 25Q (5812.010000 sec): 3 clusters
  Score: Raw -1098075.743090 + Penalty 2980.228861 = -1095095.514229
  nChanged 83
		SP:Iteration 26Q (5812.040000 sec): 3 clusters
  Score: Raw -1098109.385946 + Penalty 2980.228861 = -1095129.157085
  nChanged 73
		SP:Iteration 27Q (5812.060000 sec): 3 clusters
  Score: Raw -1098134.563926 + Penalty 2980.228861 = -1095154.335065
  nChanged 67
		SP:Iteration 28Q (5812.080000 sec): 3 clusters
  Score: Raw -1098160.659075 + Penalty 2980.228861 = -1095180.430214
  nChanged 71
		SP:Iteration 29Q (5812.100000 sec): 3 clusters
  Score: Raw -1098186.928472 + Penalty 2980.228861 = -1095206.699611
  nChanged 57
		SP:Iteration 30Q (5812.120000 sec): 3 clusters
  Score: Raw -1098209.783852 + Penalty 2980.228861 = -1095229.554991
  nChanged 51
		SP:Iteration 31Q (5812.140000 sec): 3 clusters
  Score: Raw -1098227.580833 + Penalty 2980.228861 = -1095247.351972
  nChanged 48
		SP:Iteration 32Q (5812.160000 sec): 3 clusters
  Score: Raw -1098244.416580 + Penalty 2980.228861 = -1095264.187719
  nChanged 47
		SP:Iteration 33Q (5812.180000 sec): 3 clusters
  Score: Raw -1098261.742249 + Penalty 2980.228861 = -1095281.513388
  nChanged 52
		SP:Iteration 34Q (5812.200000 sec): 3 clusters
  Score: Raw -1098286.059469 + Penalty 2980.228861 = -1095305.830608
  nChanged 58
		SP:Iteration 35Q (5812.220000 sec): 3 clusters
  Score: Raw -1098310.475866 + Penalty 2980.228861 = -1095330.247004
  nChanged 54
		SP:Iteration 36Q (5812.240000 sec): 3 clusters
  Score: Raw -1098333.598704 + Penalty 2980.228861 = -1095353.369843
  nChanged 51
		SP:Iteration 37Q (5812.260000 sec): 3 clusters
  Score: Raw -1098354.099322 + Penalty 2980.228861 = -1095373.870461
  nChanged 44
		SP:Iteration 38Q (5812.280000 sec): 3 clusters
  Score: Raw -1098371.434461 + Penalty 2980.228861 = -1095391.205600
  nChanged 39
		SP:Iteration 39Q (5812.290000 sec): 3 clusters
  Score: Raw -1098390.655361 + Penalty 2980.228861 = -1095410.426500
  nChanged 37
		SP:Iteration 40F (5812.320000 sec): 3 clusters
  Score: Raw -1098406.062247 + Penalty 2980.228861 = -1095425.833385
  nChanged 28
		SP:Iteration 41Q (5812.340000 sec): 3 clusters
  Score: Raw -1098417.221535 + Penalty 2980.228861 = -1095436.992674
  nChanged 26
		SP:Iteration 42Q (5812.360000 sec): 3 clusters
  Score: Raw -1098426.900306 + Penalty 2980.228861 = -1095446.671445
  nChanged 23
		SP:Iteration 43Q (5812.380000 sec): 3 clusters
  Score: Raw -1098433.146760 + Penalty 2980.228861 = -1095452.917898
  nChanged 20
		SP:Iteration 44Q (5812.390000 sec): 3 clusters
  Score: Raw -1098439.625893 + Penalty 2980.228861 = -1095459.397032
  nChanged 22
		SP:Iteration 45Q (5812.410000 sec): 3 clusters
  Score: Raw -1098446.270580 + Penalty 2980.228861 = -1095466.041719
  nChanged 24
		SP:Iteration 46Q (5812.430000 sec): 3 clusters
  Score: Raw -1098452.289571 + Penalty 2980.228861 = -1095472.060710
  nChanged 18
		SP:Iteration 47Q (5812.450000 sec): 3 clusters
  Score: Raw -1098457.011682 + Penalty 2980.228861 = -1095476.782821
  nChanged 16
		SP:Iteration 48Q (5812.470000 sec): 3 clusters
  Score: Raw -1098461.897056 + Penalty 2980.228861 = -1095481.668195
  nChanged 11
		SP:Iteration 49Q (5812.490000 sec): 3 clusters
  Score: Raw -1098464.742469 + Penalty 2980.228861 = -1095484.513608
  nChanged 5
		SP:Iteration 50Q (5812.510000 sec): 3 clusters
  Score: Raw -1098465.904502 + Penalty 2980.228861 = -1095485.675641
  nChanged 4
		SP:Iteration 51Q (5812.520000 sec): 3 clusters
  Score: Raw -1098466.548223 + Penalty 2980.228861 = -1095486.319361
  nChanged 1
		SP:Iteration 52Q (5812.540000 sec): 3 clusters
  Score: Raw -1098466.618262 + Penalty 2980.228861 = -1095486.389401
  nChanged 0
		SP:Iteration 53F (5812.570000 sec): 3 clusters
  Score: Raw -1098466.618262 + Penalty 2980.228861 = -1095486.389401
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 34 (12136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5812.600000 sec): 2 clusters
  Score: Raw -1475174.336555 + Penalty 1528.138872 = -1473646.197683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5812.640000 sec): 3 clusters
  Score: Raw -1468168.671358 + Penalty 3056.277744 = -1465112.393614
  nChanged 5310
		SP:Iteration 1F (5812.670000 sec): 3 clusters
  Score: Raw -1470920.064597 + Penalty 3056.277744 = -1467863.786853
  nChanged 603
		SP:Iteration 2Q (5812.700000 sec): 3 clusters
  Score: Raw -1471123.332252 + Penalty 3056.277744 = -1468067.054508
  nChanged 473
		SP:Iteration 3Q (5812.730000 sec): 3 clusters
  Score: Raw -1471276.544677 + Penalty 3056.277744 = -1468220.266933
  nChanged 463
		SP:Iteration 4Q (5812.760000 sec): 3 clusters
  Score: Raw -1471425.195904 + Penalty 3056.277744 = -1468368.918160
  nChanged 435
		SP:Iteration 5Q (5812.790000 sec): 3 clusters
  Score: Raw -1471574.273929 + Penalty 3056.277744 = -1468517.996184
  nChanged 433
		SP:Iteration 6Q (5812.820000 sec): 3 clusters
  Score: Raw -1471748.051816 + Penalty 3056.277744 = -1468691.774072
  nChanged 514
		SP:Iteration 7Q (5812.860000 sec): 3 clusters
  Score: Raw -1471998.252763 + Penalty 3056.277744 = -1468941.975019
  nChanged 579
		SP:Iteration 8Q (5812.880000 sec): 3 clusters
  Score: Raw -1472317.945217 + Penalty 3056.277744 = -1469261.667472
  nChanged 640
		SP:Iteration 9F (5812.920000 sec): 3 clusters
  Score: Raw -1472736.566268 + Penalty 3056.277744 = -1469680.288524
  nChanged 698
		SP:Iteration 10F (5812.950000 sec): 3 clusters
  Score: Raw -1473261.050632 + Penalty 3056.277744 = -1470204.772887
  nChanged 694
		SP:Iteration 11F (5812.980000 sec): 3 clusters
  Score: Raw -1473866.410786 + Penalty 3056.277744 = -1470810.133042
  nChanged 590
		SP:Iteration 12Q (5813.010000 sec): 3 clusters
  Score: Raw -1474448.931815 + Penalty 3056.277744 = -1471392.654071
  nChanged 410
		SP:Iteration 13Q (5813.040000 sec): 3 clusters
  Score: Raw -1474872.633741 + Penalty 3056.277744 = -1471816.355997
  nChanged 226
		SP:Iteration 14Q (5813.070000 sec): 3 clusters
  Score: Raw -1475118.621886 + Penalty 3056.277744 = -1472062.344142
  nChanged 118
		SP:Iteration 15Q (5813.090000 sec): 3 clusters
  Score: Raw -1475254.279972 + Penalty 3056.277744 = -1472198.002227
  nChanged 81
		SP:Iteration 16Q (5813.120000 sec): 3 clusters
  Score: Raw -1475369.221312 + Penalty 3056.277744 = -1472312.943567
  nChanged 59
		SP:Iteration 17Q (5813.140000 sec): 3 clusters
  Score: Raw -1475440.966876 + Penalty 3056.277744 = -1472384.689131
  nChanged 42
		SP:Iteration 18Q (5813.160000 sec): 3 clusters
  Score: Raw -1475482.760626 + Penalty 3056.277744 = -1472426.482882
  nChanged 28
		SP:Iteration 19Q (5813.180000 sec): 3 clusters
  Score: Raw -1475511.278550 + Penalty 3056.277744 = -1472455.000805
  nChanged 23
		SP:Iteration 20F (5813.220000 sec): 3 clusters
  Score: Raw -1475528.664728 + Penalty 3056.277744 = -1472472.386984
  nChanged 10
		SP:Iteration 21Q (5813.240000 sec): 3 clusters
  Score: Raw -1475534.704626 + Penalty 3056.277744 = -1472478.426882
  nChanged 12
		SP:Iteration 22Q (5813.260000 sec): 3 clusters
  Score: Raw -1475543.788208 + Penalty 3056.277744 = -1472487.510464
  nChanged 9
		SP:Iteration 23Q (5813.280000 sec): 3 clusters
  Score: Raw -1475553.880997 + Penalty 3056.277744 = -1472497.603253
  nChanged 7
		SP:Iteration 24Q (5813.300000 sec): 3 clusters
  Score: Raw -1475560.286184 + Penalty 3056.277744 = -1472504.008440
  nChanged 6
		SP:Iteration 25Q (5813.320000 sec): 3 clusters
  Score: Raw -1475564.744826 + Penalty 3056.277744 = -1472508.467081
  nChanged 4
		SP:Iteration 26Q (5813.340000 sec): 3 clusters
  Score: Raw -1475566.247258 + Penalty 3056.277744 = -1472509.969514
  nChanged 1
		SP:Iteration 27Q (5813.370000 sec): 3 clusters
  Score: Raw -1475566.804597 + Penalty 3056.277744 = -1472510.526853
  nChanged 1
		SP:Iteration 28Q (5813.390000 sec): 3 clusters
  Score: Raw -1475567.094494 + Penalty 3056.277744 = -1472510.816750
  nChanged 0
		SP:Iteration 29F (5813.420000 sec): 3 clusters
  Score: Raw -1475567.094494 + Penalty 3056.277744 = -1472510.816750
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5813.620000 sec): 2 clusters
  Score: Raw -7481740.306866 + Penalty 1799.588293 = -7479940.718573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5813.790000 sec): 3 clusters
  Score: Raw -7440117.290994 + Penalty 3599.176586 = -7436518.114408
  nChanged 30694
		SP:Iteration 1F (5813.960000 sec): 3 clusters
  Score: Raw -7457659.892323 + Penalty 3599.176586 = -7454060.715737
  nChanged 2243
		SP:Iteration 2Q (5814.140000 sec): 3 clusters
  Score: Raw -7458224.119413 + Penalty 3599.176586 = -7454624.942827
  nChanged 2336
		SP:Iteration 3Q (5814.300000 sec): 3 clusters
  Score: Raw -7458888.845260 + Penalty 3599.176586 = -7455289.668674
  nChanged 2638
		SP:Iteration 4Q (5814.480000 sec): 3 clusters
  Score: Raw -7459814.966000 + Penalty 3599.176586 = -7456215.789414
  nChanged 3224
		SP:Iteration 5Q (5814.650000 sec): 3 clusters
  Score: Raw -7461314.518443 + Penalty 3599.176586 = -7457715.341857
  nChanged 3975
		SP:Iteration 6F (5814.820000 sec): 3 clusters
  Score: Raw -7463580.522938 + Penalty 3599.176586 = -7459981.346352
  nChanged 4689
		SP:Iteration 7F (5814.980000 sec): 3 clusters
  Score: Raw -7466852.455815 + Penalty 3599.176586 = -7463253.279229
  nChanged 4952
		SP:Iteration 8F (5815.150000 sec): 3 clusters
  Score: Raw -7470899.223308 + Penalty 3599.176586 = -7467300.046722
  nChanged 4516
		SP:Iteration 9F (5815.320000 sec): 3 clusters
  Score: Raw -7474864.589681 + Penalty 3599.176586 = -7471265.413095
  nChanged 3380
		SP:Iteration 10F (5815.490000 sec): 3 clusters
  Score: Raw -7477913.611446 + Penalty 3599.176586 = -7474314.434860
  nChanged 2168
		SP:Iteration 11Q (5815.660000 sec): 3 clusters
  Score: Raw -7479824.125525 + Penalty 3599.176586 = -7476224.948939
  nChanged 1243
		SP:Iteration 12Q (5815.800000 sec): 3 clusters
  Score: Raw -7480935.182017 + Penalty 3599.176586 = -7477336.005431
  nChanged 602
		SP:Iteration 13Q (5815.940000 sec): 3 clusters
  Score: Raw -7481468.661598 + Penalty 3599.176586 = -7477869.485012
  nChanged 310
		SP:Iteration 14Q (5816.070000 sec): 3 clusters
  Score: Raw -7481747.116355 + Penalty 3599.176586 = -7478147.939769
  nChanged 160
		SP:Iteration 15Q (5816.190000 sec): 3 clusters
  Score: Raw -7481872.974898 + Penalty 3599.176586 = -7478273.798312
  nChanged 111
		SP:Iteration 16Q (5816.320000 sec): 3 clusters
  Score: Raw -7481942.136442 + Penalty 3599.176586 = -7478342.959856
  nChanged 84
		SP:Iteration 17Q (5816.440000 sec): 3 clusters
  Score: Raw -7481996.633361 + Penalty 3599.176586 = -7478397.456776
  nChanged 63
		SP:Iteration 18Q (5816.560000 sec): 3 clusters
  Score: Raw -7482033.376111 + Penalty 3599.176586 = -7478434.199525
  nChanged 56
		SP:Iteration 19Q (5816.680000 sec): 3 clusters
  Score: Raw -7482067.041326 + Penalty 3599.176586 = -7478467.864740
  nChanged 37
		SP:Iteration 20F (5816.840000 sec): 3 clusters
  Score: Raw -7482091.002021 + Penalty 3599.176586 = -7478491.825435
  nChanged 35
		SP:Iteration 21Q (5816.960000 sec): 3 clusters
  Score: Raw -7482108.515294 + Penalty 3599.176586 = -7478509.338708
  nChanged 23
		SP:Iteration 22Q (5817.080000 sec): 3 clusters
  Score: Raw -7482121.347465 + Penalty 3599.176586 = -7478522.170879
  nChanged 24
		SP:Iteration 23Q (5817.200000 sec): 3 clusters
  Score: Raw -7482134.864217 + Penalty 3599.176586 = -7478535.687632
  nChanged 17
		SP:Iteration 24Q (5817.320000 sec): 3 clusters
  Score: Raw -7482142.987301 + Penalty 3599.176586 = -7478543.810715
  nChanged 16
		SP:Iteration 25Q (5817.440000 sec): 3 clusters
  Score: Raw -7482153.531620 + Penalty 3599.176586 = -7478554.355034
  nChanged 19
		SP:Iteration 26Q (5817.550000 sec): 3 clusters
  Score: Raw -7482164.903859 + Penalty 3599.176586 = -7478565.727273
  nChanged 9
		SP:Iteration 27Q (5817.670000 sec): 3 clusters
  Score: Raw -7482169.615019 + Penalty 3599.176586 = -7478570.438433
  nChanged 10
		SP:Iteration 28Q (5817.790000 sec): 3 clusters
  Score: Raw -7482174.973830 + Penalty 3599.176586 = -7478575.797244
  nChanged 7
		SP:Iteration 29Q (5817.900000 sec): 3 clusters
  Score: Raw -7482177.256058 + Penalty 3599.176586 = -7478578.079472
  nChanged 6
		SP:Iteration 30Q (5818.020000 sec): 3 clusters
  Score: Raw -7482179.787673 + Penalty 3599.176586 = -7478580.611088
  nChanged 2
		SP:Iteration 31Q (5818.140000 sec): 3 clusters
  Score: Raw -7482180.735098 + Penalty 3599.176586 = -7478581.558512
  nChanged 1
		SP:Iteration 32Q (5818.250000 sec): 3 clusters
  Score: Raw -7482181.155311 + Penalty 3599.176586 = -7478581.978725
  nChanged 2
		SP:Iteration 33Q (5818.360000 sec): 3 clusters
  Score: Raw -7482181.846024 + Penalty 3599.176586 = -7478582.669438
  nChanged 1
		SP:Iteration 34Q (5818.480000 sec): 3 clusters
  Score: Raw -7482182.449084 + Penalty 3599.176586 = -7478583.272498
  nChanged 2
		SP:Iteration 35Q (5818.600000 sec): 3 clusters
  Score: Raw -7482183.377139 + Penalty 3599.176586 = -7478584.200554
  nChanged 2
		SP:Iteration 36Q (5818.710000 sec): 3 clusters
  Score: Raw -7482184.780884 + Penalty 3599.176586 = -7478585.604299
  nChanged 1
		SP:Iteration 37Q (5818.820000 sec): 3 clusters
  Score: Raw -7482185.319823 + Penalty 3599.176586 = -7478586.143237
  nChanged 0
		SP:Iteration 38F (5818.990000 sec): 3 clusters
  Score: Raw -7482185.319823 + Penalty 3599.176586 = -7478586.143237
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5819.040000 sec): 2 clusters
  Score: Raw -566102.841270 + Penalty 1384.595456 = -564718.245814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5819.050000 sec): 3 clusters
  Score: Raw -563449.742930 + Penalty 2769.190913 = -560680.552017
  nChanged 2063
		SP:Iteration 1F (5819.060000 sec): 3 clusters
  Score: Raw -564570.891337 + Penalty 2769.190913 = -561801.700424
  nChanged 375
		SP:Iteration 2F (5819.080000 sec): 3 clusters
  Score: Raw -564775.003091 + Penalty 2769.190913 = -562005.812178
  nChanged 277
		SP:Iteration 3F (5819.090000 sec): 3 clusters
  Score: Raw -564930.984001 + Penalty 2769.190913 = -562161.793088
  nChanged 238
		SP:Iteration 4Q (5819.100000 sec): 3 clusters
  Score: Raw -565074.573885 + Penalty 2769.190913 = -562305.382972
  nChanged 235
		SP:Iteration 5Q (5819.110000 sec): 3 clusters
  Score: Raw -565244.671491 + Penalty 2769.190913 = -562475.480578
  nChanged 244
		SP:Iteration 6Q (5819.130000 sec): 3 clusters
  Score: Raw -565432.258021 + Penalty 2769.190913 = -562663.067108
  nChanged 241
		SP:Iteration 7Q (5819.140000 sec): 3 clusters
  Score: Raw -565618.725152 + Penalty 2769.190913 = -562849.534239
  nChanged 229
		SP:Iteration 8Q (5819.150000 sec): 3 clusters
  Score: Raw -565836.096598 + Penalty 2769.190913 = -563066.905685
  nChanged 219
		SP:Iteration 9Q (5819.160000 sec): 3 clusters
  Score: Raw -566079.462420 + Penalty 2769.190913 = -563310.271507
  nChanged 208
		SP:Iteration 10Q (5819.180000 sec): 3 clusters
  Score: Raw -566309.456935 + Penalty 2769.190913 = -563540.266022
  nChanged 201
		SP:Iteration 11Q (5819.190000 sec): 3 clusters
  Score: Raw -566526.279975 + Penalty 2769.190913 = -563757.089062
  nChanged 153
		SP:Iteration 12Q (5819.200000 sec): 3 clusters
  Score: Raw -566648.085437 + Penalty 2769.190913 = -563878.894524
  nChanged 96
		SP:Iteration 13Q (5819.210000 sec): 3 clusters
  Score: Raw -566717.936405 + Penalty 2769.190913 = -563948.745492
  nChanged 70
		SP:Iteration 14Q (5819.220000 sec): 3 clusters
  Score: Raw -566758.179613 + Penalty 2769.190913 = -563988.988700
  nChanged 43
		SP:Iteration 15Q (5819.230000 sec): 3 clusters
  Score: Raw -566782.795381 + Penalty 2769.190913 = -564013.604468
  nChanged 32
		SP:Iteration 16Q (5819.240000 sec): 3 clusters
  Score: Raw -566800.785907 + Penalty 2769.190913 = -564031.594994
  nChanged 32
		SP:Iteration 17Q (5819.250000 sec): 3 clusters
  Score: Raw -566817.846951 + Penalty 2769.190913 = -564048.656038
  nChanged 28
		SP:Iteration 18Q (5819.260000 sec): 3 clusters
  Score: Raw -566832.356803 + Penalty 2769.190913 = -564063.165890
  nChanged 25
		SP:Iteration 19Q (5819.280000 sec): 3 clusters
  Score: Raw -566842.316638 + Penalty 2769.190913 = -564073.125725
  nChanged 22
		SP:Iteration 20F (5819.290000 sec): 3 clusters
  Score: Raw -566850.671337 + Penalty 2769.190913 = -564081.480424
  nChanged 11
		SP:Iteration 21Q (5819.300000 sec): 3 clusters
  Score: Raw -566854.576419 + Penalty 2769.190913 = -564085.385506
  nChanged 7
		SP:Iteration 22Q (5819.310000 sec): 3 clusters
  Score: Raw -566856.480008 + Penalty 2769.190913 = -564087.289095
  nChanged 6
		SP:Iteration 23Q (5819.320000 sec): 3 clusters
  Score: Raw -566857.987035 + Penalty 2769.190913 = -564088.796122
  nChanged 4
		SP:Iteration 24Q (5819.330000 sec): 3 clusters
  Score: Raw -566858.965490 + Penalty 2769.190913 = -564089.774577
  nChanged 7
		SP:Iteration 25Q (5819.340000 sec): 3 clusters
  Score: Raw -566861.958012 + Penalty 2769.190913 = -564092.767099
  nChanged 10
		SP:Iteration 26Q (5819.350000 sec): 3 clusters
  Score: Raw -566865.158870 + Penalty 2769.190913 = -564095.967957
  nChanged 11
		SP:Iteration 27Q (5819.360000 sec): 3 clusters
  Score: Raw -566867.982033 + Penalty 2769.190913 = -564098.791120
  nChanged 9
		SP:Iteration 28Q (5819.370000 sec): 3 clusters
  Score: Raw -566871.410988 + Penalty 2769.190913 = -564102.220075
  nChanged 8
		SP:Iteration 29Q (5819.380000 sec): 3 clusters
  Score: Raw -566874.160167 + Penalty 2769.190913 = -564104.969254
  nChanged 8
		SP:Iteration 30Q (5819.390000 sec): 3 clusters
  Score: Raw -566877.986158 + Penalty 2769.190913 = -564108.795245
  nChanged 6
		SP:Iteration 31Q (5819.400000 sec): 3 clusters
  Score: Raw -566881.051923 + Penalty 2769.190913 = -564111.861010
  nChanged 5
		SP:Iteration 32Q (5819.410000 sec): 3 clusters
  Score: Raw -566882.382997 + Penalty 2769.190913 = -564113.192084
  nChanged 2
		SP:Iteration 33Q (5819.420000 sec): 3 clusters
  Score: Raw -566882.919300 + Penalty 2769.190913 = -564113.728387
  nChanged 2
		SP:Iteration 34Q (5819.430000 sec): 3 clusters
  Score: Raw -566883.575688 + Penalty 2769.190913 = -564114.384775
  nChanged 5
		SP:Iteration 35Q (5819.440000 sec): 3 clusters
  Score: Raw -566884.789140 + Penalty 2769.190913 = -564115.598227
  nChanged 4
		SP:Iteration 36Q (5819.450000 sec): 3 clusters
  Score: Raw -566886.227157 + Penalty 2769.190913 = -564117.036244
  nChanged 4
		SP:Iteration 37Q (5819.460000 sec): 3 clusters
  Score: Raw -566887.858621 + Penalty 2769.190913 = -564118.667708
  nChanged 5
		SP:Iteration 38Q (5819.470000 sec): 3 clusters
  Score: Raw -566889.449726 + Penalty 2769.190913 = -564120.258813
  nChanged 6
		SP:Iteration 39Q (5819.480000 sec): 3 clusters
  Score: Raw -566890.843388 + Penalty 2769.190913 = -564121.652475
  nChanged 1
		SP:Iteration 40F (5819.500000 sec): 3 clusters
  Score: Raw -566891.066728 + Penalty 2769.190913 = -564121.875815
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5819.500000 sec): 2 clusters
  Score: Raw -34755.742952 + Penalty 938.868503 = -33816.874450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5819.500000 sec): 3 clusters
  Score: Raw -34806.288212 + Penalty 1877.737005 = -32928.551207
  nChanged 61
		SP:Iteration 1F (5819.500000 sec): 3 clusters
  Score: Raw -34931.525117 + Penalty 1877.737005 = -33053.788112
  nChanged 13
		SP:Iteration 2Q (5819.500000 sec): 3 clusters
  Score: Raw -34968.515500 + Penalty 1877.737005 = -33090.778495
  nChanged 3
		SP:Iteration 3Q (5819.500000 sec): 3 clusters
  Score: Raw -34975.450001 + Penalty 1877.737005 = -33097.712996
  nChanged 2
		SP:Iteration 4Q (5819.500000 sec): 3 clusters
  Score: Raw -34980.196124 + Penalty 1877.737005 = -33102.459119
  nChanged 2
		SP:Iteration 5Q (5819.510000 sec): 3 clusters
  Score: Raw -34981.941020 + Penalty 1877.737005 = -33104.204015
  nChanged 0
		SP:Iteration 6F (5819.510000 sec): 3 clusters
  Score: Raw -34981.941020 + Penalty 1877.737005 = -33104.204015
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 38 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5819.520000 sec): 2 clusters
  Score: Raw -156389.645267 + Penalty 1175.670993 = -155213.974274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5819.520000 sec): 3 clusters
  Score: Raw -155887.838417 + Penalty 2351.341987 = -153536.496431
  nChanged 435
		SP:Iteration 1F (5819.520000 sec): 3 clusters
  Score: Raw -156236.445552 + Penalty 2351.341987 = -153885.103565
  nChanged 130
		SP:Iteration 2F (5819.520000 sec): 3 clusters
  Score: Raw -156358.380306 + Penalty 2351.341987 = -154007.038319
  nChanged 68
		SP:Iteration 3Q (5819.530000 sec): 3 clusters
  Score: Raw -156423.118311 + Penalty 2351.341987 = -154071.776325
  nChanged 56
		SP:Iteration 4Q (5819.530000 sec): 3 clusters
  Score: Raw -156469.525471 + Penalty 2351.341987 = -154118.183484
  nChanged 39
		SP:Iteration 5Q (5819.540000 sec): 3 clusters
  Score: Raw -156505.560761 + Penalty 2351.341987 = -154154.218774
  nChanged 43
		SP:Iteration 6Q (5819.540000 sec): 3 clusters
  Score: Raw -156542.206826 + Penalty 2351.341987 = -154190.864840
  nChanged 24
		SP:Iteration 7Q (5819.540000 sec): 3 clusters
  Score: Raw -156561.409280 + Penalty 2351.341987 = -154210.067293
  nChanged 24
		SP:Iteration 8Q (5819.540000 sec): 3 clusters
  Score: Raw -156589.646447 + Penalty 2351.341987 = -154238.304460
  nChanged 19
		SP:Iteration 9Q (5819.550000 sec): 3 clusters
  Score: Raw -156605.428312 + Penalty 2351.341987 = -154254.086325
  nChanged 10
		SP:Iteration 10Q (5819.550000 sec): 3 clusters
  Score: Raw -156618.620475 + Penalty 2351.341987 = -154267.278488
  nChanged 16
		SP:Iteration 11Q (5819.560000 sec): 3 clusters
  Score: Raw -156632.965974 + Penalty 2351.341987 = -154281.623987
  nChanged 10
		SP:Iteration 12Q (5819.560000 sec): 3 clusters
  Score: Raw -156639.695169 + Penalty 2351.341987 = -154288.353183
  nChanged 10
		SP:Iteration 13Q (5819.560000 sec): 3 clusters
  Score: Raw -156645.656837 + Penalty 2351.341987 = -154294.314850
  nChanged 6
		SP:Iteration 14Q (5819.560000 sec): 3 clusters
  Score: Raw -156648.366545 + Penalty 2351.341987 = -154297.024558
  nChanged 0
		SP:Iteration 15F (5819.570000 sec): 3 clusters
  Score: Raw -156648.366545 + Penalty 2351.341987 = -154297.024558
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5819.580000 sec): 2 clusters
  Score: Raw -260724.970722 + Penalty 1254.141884 = -259470.828838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5819.580000 sec): 3 clusters
  Score: Raw -259721.834821 + Penalty 2508.283769 = -257213.551052
  nChanged 775
		SP:Iteration 1F (5819.590000 sec): 3 clusters
  Score: Raw -260165.921833 + Penalty 2508.283769 = -257657.638064
  nChanged 187
		SP:Iteration 2F (5819.600000 sec): 3 clusters
  Score: Raw -260321.511389 + Penalty 2508.283769 = -257813.227621
  nChanged 128
		SP:Iteration 3F (5819.600000 sec): 3 clusters
  Score: Raw -260455.298028 + Penalty 2508.283769 = -257947.014259
  nChanged 127
		SP:Iteration 4F (5819.610000 sec): 3 clusters
  Score: Raw -260797.010594 + Penalty 2508.283769 = -258288.726825
  nChanged 122
		SP:Iteration 5F (5819.610000 sec): 3 clusters
  Score: Raw -261069.506174 + Penalty 2508.283769 = -258561.222406
  nChanged 148
		SP:Iteration 6F (5819.620000 sec): 3 clusters
  Score: Raw -261207.264071 + Penalty 2508.283769 = -258698.980302
  nChanged 98
		SP:Iteration 7Q (5819.620000 sec): 3 clusters
  Score: Raw -261286.638465 + Penalty 2508.283769 = -258778.354696
  nChanged 75
		SP:Iteration 8Q (5819.630000 sec): 3 clusters
  Score: Raw -261346.377141 + Penalty 2508.283769 = -258838.093373
  nChanged 66
		SP:Iteration 9Q (5819.640000 sec): 3 clusters
  Score: Raw -261407.815545 + Penalty 2508.283769 = -258899.531776
  nChanged 49
		SP:Iteration 10Q (5819.640000 sec): 3 clusters
  Score: Raw -261459.532866 + Penalty 2508.283769 = -258951.249098
  nChanged 44
		SP:Iteration 11Q (5819.640000 sec): 3 clusters
  Score: Raw -261506.210481 + Penalty 2508.283769 = -258997.926712
  nChanged 41
		SP:Iteration 12Q (5819.650000 sec): 3 clusters
  Score: Raw -261554.347456 + Penalty 2508.283769 = -259046.063687
  nChanged 32
		SP:Iteration 13Q (5819.660000 sec): 3 clusters
  Score: Raw -261589.658034 + Penalty 2508.283769 = -259081.374265
  nChanged 31
		SP:Iteration 14Q (5819.660000 sec): 3 clusters
  Score: Raw -261619.308476 + Penalty 2508.283769 = -259111.024707
  nChanged 21
		SP:Iteration 15Q (5819.660000 sec): 3 clusters
  Score: Raw -261642.442980 + Penalty 2508.283769 = -259134.159211
  nChanged 24
		SP:Iteration 16Q (5819.670000 sec): 3 clusters
  Score: Raw -261660.515257 + Penalty 2508.283769 = -259152.231489
  nChanged 13
		SP:Iteration 17Q (5819.680000 sec): 3 clusters
  Score: Raw -261673.975562 + Penalty 2508.283769 = -259165.691793
  nChanged 14
		SP:Iteration 18Q (5819.680000 sec): 3 clusters
  Score: Raw -261689.640210 + Penalty 2508.283769 = -259181.356442
  nChanged 17
		SP:Iteration 19Q (5819.680000 sec): 3 clusters
  Score: Raw -261702.826044 + Penalty 2508.283769 = -259194.542276
  nChanged 13
		SP:Iteration 20F (5819.690000 sec): 3 clusters
  Score: Raw -261710.806947 + Penalty 2508.283769 = -259202.523179
  nChanged 11
		SP:Iteration 21Q (5819.690000 sec): 3 clusters
  Score: Raw -261720.184731 + Penalty 2508.283769 = -259211.900962
  nChanged 12
		SP:Iteration 22Q (5819.700000 sec): 3 clusters
  Score: Raw -261729.998481 + Penalty 2508.283769 = -259221.714712
  nChanged 9
		SP:Iteration 23Q (5819.700000 sec): 3 clusters
  Score: Raw -261736.185443 + Penalty 2508.283769 = -259227.901675
  nChanged 10
		SP:Iteration 24Q (5819.710000 sec): 3 clusters
  Score: Raw -261743.090562 + Penalty 2508.283769 = -259234.806794
  nChanged 9
		SP:Iteration 25Q (5819.710000 sec): 3 clusters
  Score: Raw -261746.233674 + Penalty 2508.283769 = -259237.949906
  nChanged 3
		SP:Iteration 26Q (5819.720000 sec): 3 clusters
  Score: Raw -261747.920410 + Penalty 2508.283769 = -259239.636641
  nChanged 2
		SP:Iteration 27Q (5819.720000 sec): 3 clusters
  Score: Raw -261749.086540 + Penalty 2508.283769 = -259240.802772
  nChanged 0
		SP:Iteration 28F (5819.730000 sec): 3 clusters
  Score: Raw -261749.086540 + Penalty 2508.283769 = -259240.802772
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (7717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5819.750000 sec): 2 clusters
  Score: Raw -888554.308996 + Penalty 1454.566907 = -887099.742089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5819.770000 sec): 3 clusters
  Score: Raw -884349.551709 + Penalty 2909.133814 = -881440.417895
  nChanged 3177
		SP:Iteration 1F (5819.790000 sec): 3 clusters
  Score: Raw -886029.276204 + Penalty 2909.133814 = -883120.142390
  nChanged 494
		SP:Iteration 2F (5819.810000 sec): 3 clusters
  Score: Raw -886240.335256 + Penalty 2909.133814 = -883331.201441
  nChanged 393
		SP:Iteration 3F (5819.830000 sec): 3 clusters
  Score: Raw -886406.223755 + Penalty 2909.133814 = -883497.089940
  nChanged 335
		SP:Iteration 4Q (5819.850000 sec): 3 clusters
  Score: Raw -886533.344826 + Penalty 2909.133814 = -883624.211012
  nChanged 269
		SP:Iteration 5Q (5819.870000 sec): 3 clusters
  Score: Raw -886640.323891 + Penalty 2909.133814 = -883731.190077
  nChanged 248
		SP:Iteration 6Q (5819.890000 sec): 3 clusters
  Score: Raw -886734.328240 + Penalty 2909.133814 = -883825.194426
  nChanged 207
		SP:Iteration 7Q (5819.910000 sec): 3 clusters
  Score: Raw -886817.797601 + Penalty 2909.133814 = -883908.663787
  nChanged 191
		SP:Iteration 8Q (5819.920000 sec): 3 clusters
  Score: Raw -886893.967402 + Penalty 2909.133814 = -883984.833588
  nChanged 184
		SP:Iteration 9Q (5819.940000 sec): 3 clusters
  Score: Raw -886972.263767 + Penalty 2909.133814 = -884063.129953
  nChanged 184
		SP:Iteration 10Q (5819.960000 sec): 3 clusters
  Score: Raw -887047.209161 + Penalty 2909.133814 = -884138.075347
  nChanged 176
		SP:Iteration 11Q (5819.980000 sec): 3 clusters
  Score: Raw -887119.624995 + Penalty 2909.133814 = -884210.491181
  nChanged 172
		SP:Iteration 12Q (5820.000000 sec): 3 clusters
  Score: Raw -887195.444829 + Penalty 2909.133814 = -884286.311015
  nChanged 178
		SP:Iteration 13Q (5820.020000 sec): 3 clusters
  Score: Raw -887286.005979 + Penalty 2909.133814 = -884376.872165
  nChanged 179
		SP:Iteration 14Q (5820.040000 sec): 3 clusters
  Score: Raw -887370.174113 + Penalty 2909.133814 = -884461.040299
  nChanged 195
		SP:Iteration 15Q (5820.060000 sec): 3 clusters
  Score: Raw -887479.160331 + Penalty 2909.133814 = -884570.026517
  nChanged 215
		SP:Iteration 16Q (5820.080000 sec): 3 clusters
  Score: Raw -887600.597041 + Penalty 2909.133814 = -884691.463227
  nChanged 218
		SP:Iteration 17Q (5820.100000 sec): 3 clusters
  Score: Raw -887744.017097 + Penalty 2909.133814 = -884834.883283
  nChanged 240
		SP:Iteration 18Q (5820.120000 sec): 3 clusters
  Score: Raw -887914.655314 + Penalty 2909.133814 = -885005.521500
  nChanged 217
		SP:Iteration 19Q (5820.140000 sec): 3 clusters
  Score: Raw -888074.382081 + Penalty 2909.133814 = -885165.248267
  nChanged 209
		SP:Iteration 20F (5820.150000 sec): 3 clusters
  Score: Raw -888250.160914 + Penalty 2909.133814 = -885341.027100
  nChanged 200
		SP:Iteration 21Q (5820.170000 sec): 3 clusters
  Score: Raw -888433.398209 + Penalty 2909.133814 = -885524.264395
  nChanged 171
		SP:Iteration 22Q (5820.190000 sec): 3 clusters
  Score: Raw -888567.981157 + Penalty 2909.133814 = -885658.847343
  nChanged 152
		SP:Iteration 23Q (5820.200000 sec): 3 clusters
  Score: Raw -888671.620893 + Penalty 2909.133814 = -885762.487079
  nChanged 118
		SP:Iteration 24Q (5820.220000 sec): 3 clusters
  Score: Raw -888753.560058 + Penalty 2909.133814 = -885844.426244
  nChanged 86
		SP:Iteration 25Q (5820.240000 sec): 3 clusters
  Score: Raw -888807.297840 + Penalty 2909.133814 = -885898.164026
  nChanged 74
		SP:Iteration 26Q (5820.250000 sec): 3 clusters
  Score: Raw -888850.563132 + Penalty 2909.133814 = -885941.429318
  nChanged 53
		SP:Iteration 27Q (5820.260000 sec): 3 clusters
  Score: Raw -888887.497664 + Penalty 2909.133814 = -885978.363850
  nChanged 51
		SP:Iteration 28Q (5820.280000 sec): 3 clusters
  Score: Raw -888918.336755 + Penalty 2909.133814 = -886009.202941
  nChanged 36
		SP:Iteration 29Q (5820.300000 sec): 3 clusters
  Score: Raw -888936.888902 + Penalty 2909.133814 = -886027.755088
  nChanged 25
		SP:Iteration 30Q (5820.310000 sec): 3 clusters
  Score: Raw -888951.292697 + Penalty 2909.133814 = -886042.158883
  nChanged 20
		SP:Iteration 31Q (5820.320000 sec): 3 clusters
  Score: Raw -888962.467006 + Penalty 2909.133814 = -886053.333191
  nChanged 21
		SP:Iteration 32Q (5820.340000 sec): 3 clusters
  Score: Raw -888972.807733 + Penalty 2909.133814 = -886063.673919
  nChanged 17
		SP:Iteration 33Q (5820.360000 sec): 3 clusters
  Score: Raw -888981.913495 + Penalty 2909.133814 = -886072.779681
  nChanged 15
		SP:Iteration 34Q (5820.370000 sec): 3 clusters
  Score: Raw -888988.657480 + Penalty 2909.133814 = -886079.523666
  nChanged 15
		SP:Iteration 35Q (5820.380000 sec): 3 clusters
  Score: Raw -888993.438365 + Penalty 2909.133814 = -886084.304551
  nChanged 11
		SP:Iteration 36Q (5820.400000 sec): 3 clusters
  Score: Raw -888998.423254 + Penalty 2909.133814 = -886089.289440
  nChanged 10
		SP:Iteration 37Q (5820.410000 sec): 3 clusters
  Score: Raw -889001.787607 + Penalty 2909.133814 = -886092.653793
  nChanged 9
		SP:Iteration 38Q (5820.430000 sec): 3 clusters
  Score: Raw -889006.375187 + Penalty 2909.133814 = -886097.241373
  nChanged 5
		SP:Iteration 39Q (5820.440000 sec): 3 clusters
  Score: Raw -889009.207598 + Penalty 2909.133814 = -886100.073784
  nChanged 8
		SP:Iteration 40F (5820.460000 sec): 3 clusters
  Score: Raw -889013.297539 + Penalty 2909.133814 = -886104.163725
  nChanged 9
		SP:Iteration 41Q (5820.480000 sec): 3 clusters
  Score: Raw -889018.480739 + Penalty 2909.133814 = -886109.346925
  nChanged 4
		SP:Iteration 42Q (5820.490000 sec): 3 clusters
  Score: Raw -889022.157971 + Penalty 2909.133814 = -886113.024157
  nChanged 8
		SP:Iteration 43Q (5820.510000 sec): 3 clusters
  Score: Raw -889025.892989 + Penalty 2909.133814 = -886116.759175
  nChanged 3
		SP:Iteration 44Q (5820.520000 sec): 3 clusters
  Score: Raw -889026.725426 + Penalty 2909.133814 = -886117.591612
  nChanged 1
		SP:Iteration 45Q (5820.540000 sec): 3 clusters
  Score: Raw -889027.975794 + Penalty 2909.133814 = -886118.841980
  nChanged 4
		SP:Iteration 46Q (5820.550000 sec): 3 clusters
  Score: Raw -889029.580144 + Penalty 2909.133814 = -886120.446330
  nChanged 5
		SP:Iteration 47Q (5820.560000 sec): 3 clusters
  Score: Raw -889031.655626 + Penalty 2909.133814 = -886122.521812
  nChanged 2
		SP:Iteration 48Q (5820.580000 sec): 3 clusters
  Score: Raw -889032.096270 + Penalty 2909.133814 = -886122.962456
  nChanged 2
		SP:Iteration 49Q (5820.600000 sec): 3 clusters
  Score: Raw -889033.107473 + Penalty 2909.133814 = -886123.973658
  nChanged 3
		SP:Iteration 50Q (5820.610000 sec): 3 clusters
  Score: Raw -889034.701774 + Penalty 2909.133814 = -886125.567960
  nChanged 3
		SP:Iteration 51Q (5820.620000 sec): 3 clusters
  Score: Raw -889036.665209 + Penalty 2909.133814 = -886127.531395
  nChanged 1
		SP:Iteration 52Q (5820.640000 sec): 3 clusters
  Score: Raw -889037.324132 + Penalty 2909.133814 = -886128.190318
  nChanged 2
		SP:Iteration 53Q (5820.650000 sec): 3 clusters
  Score: Raw -889038.136136 + Penalty 2909.133814 = -886129.002322
  nChanged 1
		SP:Iteration 54Q (5820.670000 sec): 3 clusters
  Score: Raw -889038.418734 + Penalty 2909.133814 = -886129.284920
  nChanged 0
		SP:Iteration 55F (5820.690000 sec): 3 clusters
  Score: Raw -889038.418734 + Penalty 2909.133814 = -886129.284920
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 41 (432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5820.700000 sec): 2 clusters
  Score: Raw -46379.001660 + Penalty 986.119158 = -45392.882502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5820.700000 sec): 3 clusters
  Score: Raw -46395.478847 + Penalty 1972.238316 = -44423.240531
  nChanged 105
		SP:Iteration 1F (5820.700000 sec): 3 clusters
  Score: Raw -46698.308689 + Penalty 1972.238316 = -44726.070373
  nChanged 38
		SP:Iteration 2F (5820.700000 sec): 3 clusters
  Score: Raw -46857.616011 + Penalty 1972.238316 = -44885.377695
  nChanged 32
		SP:Iteration 3F (5820.700000 sec): 3 clusters
  Score: Raw -46991.473801 + Penalty 1972.238316 = -45019.235484
  nChanged 18
		SP:Iteration 4Q (5820.700000 sec): 3 clusters
  Score: Raw -47050.199408 + Penalty 1972.238316 = -45077.961092
  nChanged 12
		SP:Iteration 5Q (5820.700000 sec): 3 clusters
  Score: Raw -47086.812114 + Penalty 1972.238316 = -45114.573798
  nChanged 7
		SP:Iteration 6Q (5820.700000 sec): 3 clusters
  Score: Raw -47113.624387 + Penalty 1972.238316 = -45141.386071
  nChanged 8
		SP:Iteration 7Q (5820.700000 sec): 3 clusters
  Score: Raw -47140.239359 + Penalty 1972.238316 = -45168.001043
  nChanged 8
		SP:Iteration 8Q (5820.700000 sec): 3 clusters
  Score: Raw -47169.908865 + Penalty 1972.238316 = -45197.670548
  nChanged 4
		SP:Iteration 9Q (5820.700000 sec): 3 clusters
  Score: Raw -47181.700725 + Penalty 1972.238316 = -45209.462408
  nChanged 1
		SP:Iteration 10Q (5820.710000 sec): 3 clusters
  Score: Raw -47183.233542 + Penalty 1972.238316 = -45210.995226
  nChanged 2
		SP:Iteration 11Q (5820.710000 sec): 3 clusters
  Score: Raw -47187.703850 + Penalty 1972.238316 = -45215.465533
  nChanged 2
		SP:Iteration 12Q (5820.710000 sec): 3 clusters
  Score: Raw -47198.915271 + Penalty 1972.238316 = -45226.676955
  nChanged 1
		SP:Iteration 13Q (5820.710000 sec): 3 clusters
  Score: Raw -47202.196929 + Penalty 1972.238316 = -45229.958613
  nChanged 2
		SP:Iteration 14Q (5820.710000 sec): 3 clusters
  Score: Raw -47206.649240 + Penalty 1972.238316 = -45234.410924
  nChanged 2
		SP:Iteration 15Q (5820.710000 sec): 3 clusters
  Score: Raw -47210.868778 + Penalty 1972.238316 = -45238.630462
  nChanged 1
		SP:Iteration 16Q (5820.710000 sec): 3 clusters
  Score: Raw -47212.935172 + Penalty 1972.238316 = -45240.696855
  nChanged 2
		SP:Iteration 17Q (5820.710000 sec): 3 clusters
  Score: Raw -47221.501300 + Penalty 1972.238316 = -45249.262983
  nChanged 3
		SP:Iteration 18Q (5820.710000 sec): 3 clusters
  Score: Raw -47232.364741 + Penalty 1972.238316 = -45260.126425
  nChanged 4
		SP:Iteration 19Q (5820.710000 sec): 3 clusters
  Score: Raw -47248.506937 + Penalty 1972.238316 = -45276.268620
  nChanged 3
		SP:Iteration 20F (5820.720000 sec): 3 clusters
  Score: Raw -47260.198400 + Penalty 1972.238316 = -45287.960084
  nChanged 4
		SP:Iteration 21Q (5820.720000 sec): 3 clusters
  Score: Raw -47278.711962 + Penalty 1972.238316 = -45306.473646
  nChanged 3
		SP:Iteration 22Q (5820.720000 sec): 3 clusters
  Score: Raw -47288.781940 + Penalty 1972.238316 = -45316.543623
  nChanged 1
		SP:Iteration 23Q (5820.720000 sec): 3 clusters
  Score: Raw -47296.233653 + Penalty 1972.238316 = -45323.995336
  nChanged 2
		SP:Iteration 24Q (5820.720000 sec): 3 clusters
  Score: Raw -47302.678552 + Penalty 1972.238316 = -45330.440236
  nChanged 1
		SP:Iteration 25Q (5820.720000 sec): 3 clusters
  Score: Raw -47304.142838 + Penalty 1972.238316 = -45331.904522
  nChanged 2
		SP:Iteration 26Q (5820.720000 sec): 3 clusters
  Score: Raw -47309.124411 + Penalty 1972.238316 = -45336.886094
  nChanged 0
		SP:Iteration 27F (5820.720000 sec): 3 clusters
  Score: Raw -47309.124411 + Penalty 1972.238316 = -45336.886094
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 42 (10186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5820.760000 sec): 2 clusters
  Score: Raw -1191062.900243 + Penalty 1499.675045 = -1189563.225198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5820.780000 sec): 3 clusters
  Score: Raw -1185299.939821 + Penalty 2999.350090 = -1182300.589731
  nChanged 4417
		SP:Iteration 1F (5820.810000 sec): 3 clusters
  Score: Raw -1187808.104735 + Penalty 2999.350090 = -1184808.754645
  nChanged 598
		SP:Iteration 2F (5820.830000 sec): 3 clusters
  Score: Raw -1188059.377825 + Penalty 2999.350090 = -1185060.027735
  nChanged 509
		SP:Iteration 3Q (5820.860000 sec): 3 clusters
  Score: Raw -1188279.298177 + Penalty 2999.350090 = -1185279.948087
  nChanged 463
		SP:Iteration 4Q (5820.880000 sec): 3 clusters
  Score: Raw -1188510.901834 + Penalty 2999.350090 = -1185511.551744
  nChanged 467
		SP:Iteration 5Q (5820.910000 sec): 3 clusters
  Score: Raw -1188787.356942 + Penalty 2999.350090 = -1185788.006852
  nChanged 517
		SP:Iteration 6F (5820.940000 sec): 3 clusters
  Score: Raw -1189101.259454 + Penalty 2999.350090 = -1186101.909364
  nChanged 533
		SP:Iteration 7F (5820.960000 sec): 3 clusters
  Score: Raw -1189469.766376 + Penalty 2999.350090 = -1186470.416286
  nChanged 544
		SP:Iteration 8F (5820.980000 sec): 3 clusters
  Score: Raw -1189885.206911 + Penalty 2999.350090 = -1186885.856822
  nChanged 534
		SP:Iteration 9F (5821.010000 sec): 3 clusters
  Score: Raw -1190271.310764 + Penalty 2999.350090 = -1187271.960674
  nChanged 470
		SP:Iteration 10Q (5821.040000 sec): 3 clusters
  Score: Raw -1190572.710754 + Penalty 2999.350090 = -1187573.360664
  nChanged 370
		SP:Iteration 11Q (5821.060000 sec): 3 clusters
  Score: Raw -1190782.791876 + Penalty 2999.350090 = -1187783.441786
  nChanged 284
		SP:Iteration 12Q (5821.080000 sec): 3 clusters
  Score: Raw -1190932.948419 + Penalty 2999.350090 = -1187933.598329
  nChanged 233
		SP:Iteration 13Q (5821.110000 sec): 3 clusters
  Score: Raw -1191034.290042 + Penalty 2999.350090 = -1188034.939952
  nChanged 180
		SP:Iteration 14Q (5821.140000 sec): 3 clusters
  Score: Raw -1191101.062522 + Penalty 2999.350090 = -1188101.712432
  nChanged 145
		SP:Iteration 15Q (5821.160000 sec): 3 clusters
  Score: Raw -1191149.065686 + Penalty 2999.350090 = -1188149.715596
  nChanged 119
		SP:Iteration 16Q (5821.180000 sec): 3 clusters
  Score: Raw -1191183.593075 + Penalty 2999.350090 = -1188184.242985
  nChanged 92
		SP:Iteration 17Q (5821.210000 sec): 3 clusters
  Score: Raw -1191206.036302 + Penalty 2999.350090 = -1188206.686212
  nChanged 70
		SP:Iteration 18Q (5821.230000 sec): 3 clusters
  Score: Raw -1191223.404661 + Penalty 2999.350090 = -1188224.054572
  nChanged 66
		SP:Iteration 19Q (5821.260000 sec): 3 clusters
  Score: Raw -1191239.271815 + Penalty 2999.350090 = -1188239.921725
  nChanged 49
		SP:Iteration 20F (5821.280000 sec): 3 clusters
  Score: Raw -1191249.780194 + Penalty 2999.350090 = -1188250.430104
  nChanged 47
		SP:Iteration 21Q (5821.300000 sec): 3 clusters
  Score: Raw -1191259.024172 + Penalty 2999.350090 = -1188259.674083
  nChanged 32
		SP:Iteration 22Q (5821.330000 sec): 3 clusters
  Score: Raw -1191264.497550 + Penalty 2999.350090 = -1188265.147460
  nChanged 31
		SP:Iteration 23Q (5821.350000 sec): 3 clusters
  Score: Raw -1191270.820082 + Penalty 2999.350090 = -1188271.469992
  nChanged 27
		SP:Iteration 24Q (5821.380000 sec): 3 clusters
  Score: Raw -1191274.757834 + Penalty 2999.350090 = -1188275.407744
  nChanged 23
		SP:Iteration 25Q (5821.400000 sec): 3 clusters
  Score: Raw -1191278.814589 + Penalty 2999.350090 = -1188279.464500
  nChanged 30
		SP:Iteration 26Q (5821.420000 sec): 3 clusters
  Score: Raw -1191283.777439 + Penalty 2999.350090 = -1188284.427349
  nChanged 19
		SP:Iteration 27Q (5821.450000 sec): 3 clusters
  Score: Raw -1191286.620834 + Penalty 2999.350090 = -1188287.270744
  nChanged 20
		SP:Iteration 28Q (5821.470000 sec): 3 clusters
  Score: Raw -1191290.467945 + Penalty 2999.350090 = -1188291.117855
  nChanged 17
		SP:Iteration 29Q (5821.490000 sec): 3 clusters
  Score: Raw -1191292.966620 + Penalty 2999.350090 = -1188293.616530
  nChanged 14
		SP:Iteration 30Q (5821.520000 sec): 3 clusters
  Score: Raw -1191294.443451 + Penalty 2999.350090 = -1188295.093361
  nChanged 14
		SP:Iteration 31Q (5821.540000 sec): 3 clusters
  Score: Raw -1191296.223530 + Penalty 2999.350090 = -1188296.873440
  nChanged 15
		SP:Iteration 32Q (5821.560000 sec): 3 clusters
  Score: Raw -1191298.035365 + Penalty 2999.350090 = -1188298.685275
  nChanged 12
		SP:Iteration 33Q (5821.590000 sec): 3 clusters
  Score: Raw -1191299.265569 + Penalty 2999.350090 = -1188299.915479
  nChanged 10
		SP:Iteration 34Q (5821.610000 sec): 3 clusters
  Score: Raw -1191300.071994 + Penalty 2999.350090 = -1188300.721904
  nChanged 8
		SP:Iteration 35Q (5821.640000 sec): 3 clusters
  Score: Raw -1191300.977548 + Penalty 2999.350090 = -1188301.627459
  nChanged 9
		SP:Iteration 36Q (5821.660000 sec): 3 clusters
  Score: Raw -1191302.066372 + Penalty 2999.350090 = -1188302.716282
  nChanged 9
		SP:Iteration 37Q (5821.680000 sec): 3 clusters
  Score: Raw -1191303.197033 + Penalty 2999.350090 = -1188303.846943
  nChanged 13
		SP:Iteration 38Q (5821.710000 sec): 3 clusters
  Score: Raw -1191305.122291 + Penalty 2999.350090 = -1188305.772201
  nChanged 6
		SP:Iteration 39Q (5821.730000 sec): 3 clusters
  Score: Raw -1191306.207122 + Penalty 2999.350090 = -1188306.857032
  nChanged 7
		SP:Iteration 40F (5821.760000 sec): 3 clusters
  Score: Raw -1191307.419823 + Penalty 2999.350090 = -1188308.069734
  nChanged 9
		SP:Iteration 41Q (5821.780000 sec): 3 clusters
  Score: Raw -1191308.495484 + Penalty 2999.350090 = -1188309.145394
  nChanged 7
		SP:Iteration 42Q (5821.800000 sec): 3 clusters
  Score: Raw -1191309.416527 + Penalty 2999.350090 = -1188310.066437
  nChanged 8
		SP:Iteration 43Q (5821.830000 sec): 3 clusters
  Score: Raw -1191310.172389 + Penalty 2999.350090 = -1188310.822299
  nChanged 2
		SP:Iteration 44Q (5821.850000 sec): 3 clusters
  Score: Raw -1191310.286303 + Penalty 2999.350090 = -1188310.936213
  nChanged 3
		SP:Iteration 45Q (5821.880000 sec): 3 clusters
  Score: Raw -1191310.520414 + Penalty 2999.350090 = -1188311.170325
  nChanged 3
		SP:Iteration 46Q (5821.900000 sec): 3 clusters
  Score: Raw -1191310.841289 + Penalty 2999.350090 = -1188311.491199
  nChanged 5
		SP:Iteration 47Q (5821.920000 sec): 3 clusters
  Score: Raw -1191311.367801 + Penalty 2999.350090 = -1188312.017711
  nChanged 4
		SP:Iteration 48Q (5821.950000 sec): 3 clusters
  Score: Raw -1191311.617470 + Penalty 2999.350090 = -1188312.267380
  nChanged 5
		SP:Iteration 49Q (5821.970000 sec): 3 clusters
  Score: Raw -1191311.955604 + Penalty 2999.350090 = -1188312.605514
  nChanged 4
		SP:Iteration 50Q (5821.990000 sec): 3 clusters
  Score: Raw -1191312.400305 + Penalty 2999.350090 = -1188313.050215
  nChanged 2
		SP:Iteration 51Q (5822.020000 sec): 3 clusters
  Score: Raw -1191312.878465 + Penalty 2999.350090 = -1188313.528375
  nChanged 5
		SP:Iteration 52Q (5822.040000 sec): 3 clusters
  Score: Raw -1191313.552078 + Penalty 2999.350090 = -1188314.201988
  nChanged 6
		SP:Iteration 53Q (5822.060000 sec): 3 clusters
  Score: Raw -1191314.283447 + Penalty 2999.350090 = -1188314.933357
  nChanged 6
		SP:Iteration 54Q (5822.090000 sec): 3 clusters
  Score: Raw -1191315.063868 + Penalty 2999.350090 = -1188315.713778
  nChanged 4
		SP:Iteration 55Q (5822.110000 sec): 3 clusters
  Score: Raw -1191315.572659 + Penalty 2999.350090 = -1188316.222569
  nChanged 3
		SP:Iteration 56Q (5822.140000 sec): 3 clusters
  Score: Raw -1191315.855083 + Penalty 2999.350090 = -1188316.504993
  nChanged 3
		SP:Iteration 57Q (5822.160000 sec): 3 clusters
  Score: Raw -1191316.220055 + Penalty 2999.350090 = -1188316.869965
  nChanged 4
		SP:Iteration 58Q (5822.180000 sec): 3 clusters
  Score: Raw -1191316.635475 + Penalty 2999.350090 = -1188317.285385
  nChanged 2
		SP:Iteration 59Q (5822.210000 sec): 3 clusters
  Score: Raw -1191316.789038 + Penalty 2999.350090 = -1188317.438948
  nChanged 3
		SP:Iteration 60F (5822.240000 sec): 3 clusters
  Score: Raw -1191317.049665 + Penalty 2999.350090 = -1188317.699575
  nChanged 3
		SP:Iteration 61Q (5822.260000 sec): 3 clusters
  Score: Raw -1191317.352256 + Penalty 2999.350090 = -1188318.002166
  nChanged 2
		SP:Iteration 62Q (5822.280000 sec): 3 clusters
  Score: Raw -1191317.516060 + Penalty 2999.350090 = -1188318.165970
  nChanged 4
		SP:Iteration 63Q (5822.310000 sec): 3 clusters
  Score: Raw -1191318.141619 + Penalty 2999.350090 = -1188318.791529
  nChanged 5
		SP:Iteration 64Q (5822.330000 sec): 3 clusters
  Score: Raw -1191318.616125 + Penalty 2999.350090 = -1188319.266035
  nChanged 7
		SP:Iteration 65Q (5822.360000 sec): 3 clusters
  Score: Raw -1191319.544134 + Penalty 2999.350090 = -1188320.194044
  nChanged 6
		SP:Iteration 66Q (5822.380000 sec): 3 clusters
  Score: Raw -1191320.253323 + Penalty 2999.350090 = -1188320.903233
  nChanged 1
		SP:Iteration 67Q (5822.400000 sec): 3 clusters
  Score: Raw -1191320.303976 + Penalty 2999.350090 = -1188320.953886
  nChanged 0
		SP:Iteration 68F (5822.430000 sec): 3 clusters
  Score: Raw -1191320.303976 + Penalty 2999.350090 = -1188320.953886
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (13592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5822.470000 sec): 2 clusters
  Score: Raw -1464595.519321 + Penalty 1546.550958 = -1463048.968363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5822.510000 sec): 3 clusters
  Score: Raw -1456709.701271 + Penalty 3093.101916 = -1453616.599356
  nChanged 5994
		SP:Iteration 1F (5822.550000 sec): 3 clusters
  Score: Raw -1460457.242846 + Penalty 3093.101916 = -1457364.140931
  nChanged 1123
		SP:Iteration 2F (5822.590000 sec): 3 clusters
  Score: Raw -1461354.537133 + Penalty 3093.101916 = -1458261.435217
  nChanged 1085
		SP:Iteration 3F (5822.620000 sec): 3 clusters
  Score: Raw -1462278.198752 + Penalty 3093.101916 = -1459185.096836
  nChanged 1037
		SP:Iteration 4F (5822.650000 sec): 3 clusters
  Score: Raw -1463033.985863 + Penalty 3093.101916 = -1459940.883947
  nChanged 838
		SP:Iteration 5F (5822.690000 sec): 3 clusters
  Score: Raw -1463556.013303 + Penalty 3093.101916 = -1460462.911387
  nChanged 603
		SP:Iteration 6Q (5822.720000 sec): 3 clusters
  Score: Raw -1463857.235660 + Penalty 3093.101916 = -1460764.133745
  nChanged 443
		SP:Iteration 7Q (5822.760000 sec): 3 clusters
  Score: Raw -1464047.283843 + Penalty 3093.101916 = -1460954.181927
  nChanged 359
		SP:Iteration 8Q (5822.790000 sec): 3 clusters
  Score: Raw -1464178.383964 + Penalty 3093.101916 = -1461085.282048
  nChanged 288
		SP:Iteration 9Q (5822.830000 sec): 3 clusters
  Score: Raw -1464291.597803 + Penalty 3093.101916 = -1461198.495887
  nChanged 266
		SP:Iteration 10Q (5822.860000 sec): 3 clusters
  Score: Raw -1464387.685689 + Penalty 3093.101916 = -1461294.583774
  nChanged 228
		SP:Iteration 11Q (5822.890000 sec): 3 clusters
  Score: Raw -1464472.198235 + Penalty 3093.101916 = -1461379.096319
  nChanged 213
		SP:Iteration 12Q (5822.930000 sec): 3 clusters
  Score: Raw -1464541.785290 + Penalty 3093.101916 = -1461448.683375
  nChanged 184
		SP:Iteration 13Q (5822.960000 sec): 3 clusters
  Score: Raw -1464603.668368 + Penalty 3093.101916 = -1461510.566452
  nChanged 163
		SP:Iteration 14Q (5822.990000 sec): 3 clusters
  Score: Raw -1464656.626370 + Penalty 3093.101916 = -1461563.524454
  nChanged 162
		SP:Iteration 15Q (5823.030000 sec): 3 clusters
  Score: Raw -1464714.243966 + Penalty 3093.101916 = -1461621.142050
  nChanged 167
		SP:Iteration 16Q (5823.060000 sec): 3 clusters
  Score: Raw -1464781.891366 + Penalty 3093.101916 = -1461688.789450
  nChanged 177
		SP:Iteration 17Q (5823.090000 sec): 3 clusters
  Score: Raw -1464846.579162 + Penalty 3093.101916 = -1461753.477247
  nChanged 158
		SP:Iteration 18Q (5823.120000 sec): 3 clusters
  Score: Raw -1464901.909104 + Penalty 3093.101916 = -1461808.807188
  nChanged 152
		SP:Iteration 19Q (5823.160000 sec): 3 clusters
  Score: Raw -1464953.129479 + Penalty 3093.101916 = -1461860.027563
  nChanged 130
		SP:Iteration 20F (5823.190000 sec): 3 clusters
  Score: Raw -1464992.706182 + Penalty 3093.101916 = -1461899.604266
  nChanged 139
		SP:Iteration 21Q (5823.220000 sec): 3 clusters
  Score: Raw -1465042.432695 + Penalty 3093.101916 = -1461949.330779
  nChanged 155
		SP:Iteration 22Q (5823.250000 sec): 3 clusters
  Score: Raw -1465100.693749 + Penalty 3093.101916 = -1462007.591833
  nChanged 155
		SP:Iteration 23Q (5823.290000 sec): 3 clusters
  Score: Raw -1465157.029279 + Penalty 3093.101916 = -1462063.927363
  nChanged 147
		SP:Iteration 24Q (5823.320000 sec): 3 clusters
  Score: Raw -1465218.388756 + Penalty 3093.101916 = -1462125.286841
  nChanged 142
		SP:Iteration 25Q (5823.350000 sec): 3 clusters
  Score: Raw -1465290.398195 + Penalty 3093.101916 = -1462197.296279
  nChanged 164
		SP:Iteration 26Q (5823.380000 sec): 3 clusters
  Score: Raw -1465384.904297 + Penalty 3093.101916 = -1462291.802382
  nChanged 172
		SP:Iteration 27Q (5823.410000 sec): 3 clusters
  Score: Raw -1465493.110139 + Penalty 3093.101916 = -1462400.008224
  nChanged 151
		SP:Iteration 28Q (5823.440000 sec): 3 clusters
  Score: Raw -1465572.941282 + Penalty 3093.101916 = -1462479.839366
  nChanged 130
		SP:Iteration 29Q (5823.470000 sec): 3 clusters
  Score: Raw -1465633.004349 + Penalty 3093.101916 = -1462539.902434
  nChanged 101
		SP:Iteration 30Q (5823.500000 sec): 3 clusters
  Score: Raw -1465671.590650 + Penalty 3093.101916 = -1462578.488734
  nChanged 102
		SP:Iteration 31Q (5823.530000 sec): 3 clusters
  Score: Raw -1465707.239826 + Penalty 3093.101916 = -1462614.137911
  nChanged 79
		SP:Iteration 32Q (5823.560000 sec): 3 clusters
  Score: Raw -1465725.246553 + Penalty 3093.101916 = -1462632.144638
  nChanged 49
		SP:Iteration 33Q (5823.590000 sec): 3 clusters
  Score: Raw -1465735.548369 + Penalty 3093.101916 = -1462642.446454
  nChanged 45
		SP:Iteration 34Q (5823.620000 sec): 3 clusters
  Score: Raw -1465745.131112 + Penalty 3093.101916 = -1462652.029196
  nChanged 37
		SP:Iteration 35Q (5823.650000 sec): 3 clusters
  Score: Raw -1465750.960445 + Penalty 3093.101916 = -1462657.858529
  nChanged 23
		SP:Iteration 36Q (5823.680000 sec): 3 clusters
  Score: Raw -1465754.463251 + Penalty 3093.101916 = -1462661.361335
  nChanged 20
		SP:Iteration 37Q (5823.710000 sec): 3 clusters
  Score: Raw -1465758.563199 + Penalty 3093.101916 = -1462665.461284
  nChanged 17
		SP:Iteration 38Q (5823.740000 sec): 3 clusters
  Score: Raw -1465761.990513 + Penalty 3093.101916 = -1462668.888597
  nChanged 8
		SP:Iteration 39Q (5823.770000 sec): 3 clusters
  Score: Raw -1465763.257777 + Penalty 3093.101916 = -1462670.155862
  nChanged 13
		SP:Iteration 40F (5823.810000 sec): 3 clusters
  Score: Raw -1465765.151304 + Penalty 3093.101916 = -1462672.049389
  nChanged 18
		SP:Iteration 41Q (5823.830000 sec): 3 clusters
  Score: Raw -1465767.981498 + Penalty 3093.101916 = -1462674.879583
  nChanged 19
		SP:Iteration 42Q (5823.870000 sec): 3 clusters
  Score: Raw -1465771.687027 + Penalty 3093.101916 = -1462678.585112
  nChanged 17
		SP:Iteration 43Q (5823.890000 sec): 3 clusters
  Score: Raw -1465774.683546 + Penalty 3093.101916 = -1462681.581630
  nChanged 15
		SP:Iteration 44Q (5823.920000 sec): 3 clusters
  Score: Raw -1465776.794918 + Penalty 3093.101916 = -1462683.693002
  nChanged 13
		SP:Iteration 45Q (5823.950000 sec): 3 clusters
  Score: Raw -1465779.405099 + Penalty 3093.101916 = -1462686.303183
  nChanged 15
		SP:Iteration 46Q (5823.980000 sec): 3 clusters
  Score: Raw -1465782.299592 + Penalty 3093.101916 = -1462689.197676
  nChanged 18
		SP:Iteration 47Q (5824.010000 sec): 3 clusters
  Score: Raw -1465785.357528 + Penalty 3093.101916 = -1462692.255612
  nChanged 15
		SP:Iteration 48Q (5824.040000 sec): 3 clusters
  Score: Raw -1465787.691793 + Penalty 3093.101916 = -1462694.589877
  nChanged 10
		SP:Iteration 49Q (5824.070000 sec): 3 clusters
  Score: Raw -1465789.695729 + Penalty 3093.101916 = -1462696.593813
  nChanged 11
		SP:Iteration 50Q (5824.100000 sec): 3 clusters
  Score: Raw -1465791.393005 + Penalty 3093.101916 = -1462698.291090
  nChanged 10
		SP:Iteration 51Q (5824.130000 sec): 3 clusters
  Score: Raw -1465792.975859 + Penalty 3093.101916 = -1462699.873943
  nChanged 12
		SP:Iteration 52Q (5824.160000 sec): 3 clusters
  Score: Raw -1465794.434157 + Penalty 3093.101916 = -1462701.332242
  nChanged 8
		SP:Iteration 53Q (5824.190000 sec): 3 clusters
  Score: Raw -1465795.708020 + Penalty 3093.101916 = -1462702.606104
  nChanged 6
		SP:Iteration 54Q (5824.220000 sec): 3 clusters
  Score: Raw -1465796.394352 + Penalty 3093.101916 = -1462703.292436
  nChanged 11
		SP:Iteration 55Q (5824.250000 sec): 3 clusters
  Score: Raw -1465797.890942 + Penalty 3093.101916 = -1462704.789027
  nChanged 8
		SP:Iteration 56Q (5824.280000 sec): 3 clusters
  Score: Raw -1465798.788428 + Penalty 3093.101916 = -1462705.686512
  nChanged 5
		SP:Iteration 57Q (5824.310000 sec): 3 clusters
  Score: Raw -1465799.407809 + Penalty 3093.101916 = -1462706.305894
  nChanged 7
		SP:Iteration 58Q (5824.340000 sec): 3 clusters
  Score: Raw -1465800.318776 + Penalty 3093.101916 = -1462707.216860
  nChanged 4
		SP:Iteration 59Q (5824.370000 sec): 3 clusters
  Score: Raw -1465801.125625 + Penalty 3093.101916 = -1462708.023709
  nChanged 5
		SP:Iteration 60F (5824.400000 sec): 3 clusters
  Score: Raw -1465801.655469 + Penalty 3093.101916 = -1462708.553553
  nChanged 5
		SP:Iteration 61Q (5824.430000 sec): 3 clusters
  Score: Raw -1465802.100478 + Penalty 3093.101916 = -1462708.998562
  nChanged 3
		SP:Iteration 62Q (5824.460000 sec): 3 clusters
  Score: Raw -1465802.282443 + Penalty 3093.101916 = -1462709.180528
  nChanged 1
		SP:Iteration 63Q (5824.490000 sec): 3 clusters
  Score: Raw -1465802.362539 + Penalty 3093.101916 = -1462709.260623
  nChanged 0
		SP:Iteration 64F (5824.530000 sec): 3 clusters
  Score: Raw -1465802.362539 + Penalty 3093.101916 = -1462709.260623
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 44 (3107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5824.540000 sec): 2 clusters
  Score: Raw -327862.649635 + Penalty 1306.729598 = -326555.920037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5824.550000 sec): 3 clusters
  Score: Raw -326367.106581 + Penalty 2613.459196 = -323753.647386
  nChanged 1207
		SP:Iteration 1F (5824.560000 sec): 3 clusters
  Score: Raw -327228.899589 + Penalty 2613.459196 = -324615.440393
  nChanged 333
		SP:Iteration 2F (5824.570000 sec): 3 clusters
  Score: Raw -327532.120096 + Penalty 2613.459196 = -324918.660901
  nChanged 220
		SP:Iteration 3F (5824.570000 sec): 3 clusters
  Score: Raw -327741.474611 + Penalty 2613.459196 = -325128.015416
  nChanged 185
		SP:Iteration 4F (5824.580000 sec): 3 clusters
  Score: Raw -327900.844127 + Penalty 2613.459196 = -325287.384931
  nChanged 149
		SP:Iteration 5Q (5824.590000 sec): 3 clusters
  Score: Raw -328034.412212 + Penalty 2613.459196 = -325420.953016
  nChanged 135
		SP:Iteration 6Q (5824.600000 sec): 3 clusters
  Score: Raw -328151.531252 + Penalty 2613.459196 = -325538.072057
  nChanged 128
		SP:Iteration 7Q (5824.610000 sec): 3 clusters
  Score: Raw -328251.659858 + Penalty 2613.459196 = -325638.200662
  nChanged 96
		SP:Iteration 8Q (5824.610000 sec): 3 clusters
  Score: Raw -328337.722509 + Penalty 2613.459196 = -325724.263314
  nChanged 91
		SP:Iteration 9Q (5824.620000 sec): 3 clusters
  Score: Raw -328424.395698 + Penalty 2613.459196 = -325810.936503
  nChanged 74
		SP:Iteration 10Q (5824.630000 sec): 3 clusters
  Score: Raw -328479.190074 + Penalty 2613.459196 = -325865.730879
  nChanged 51
		SP:Iteration 11Q (5824.630000 sec): 3 clusters
  Score: Raw -328524.790106 + Penalty 2613.459196 = -325911.330911
  nChanged 48
		SP:Iteration 12Q (5824.640000 sec): 3 clusters
  Score: Raw -328577.010663 + Penalty 2613.459196 = -325963.551468
  nChanged 45
		SP:Iteration 13Q (5824.650000 sec): 3 clusters
  Score: Raw -328614.905231 + Penalty 2613.459196 = -326001.446035
  nChanged 43
		SP:Iteration 14Q (5824.650000 sec): 3 clusters
  Score: Raw -328649.555552 + Penalty 2613.459196 = -326036.096357
  nChanged 31
		SP:Iteration 15Q (5824.660000 sec): 3 clusters
  Score: Raw -328669.725738 + Penalty 2613.459196 = -326056.266542
  nChanged 16
		SP:Iteration 16Q (5824.670000 sec): 3 clusters
  Score: Raw -328679.335677 + Penalty 2613.459196 = -326065.876481
  nChanged 14
		SP:Iteration 17Q (5824.680000 sec): 3 clusters
  Score: Raw -328686.489260 + Penalty 2613.459196 = -326073.030064
  nChanged 10
		SP:Iteration 18Q (5824.680000 sec): 3 clusters
  Score: Raw -328690.827272 + Penalty 2613.459196 = -326077.368076
  nChanged 7
		SP:Iteration 19Q (5824.690000 sec): 3 clusters
  Score: Raw -328695.542705 + Penalty 2613.459196 = -326082.083510
  nChanged 8
		SP:Iteration 20F (5824.700000 sec): 3 clusters
  Score: Raw -328699.136083 + Penalty 2613.459196 = -326085.676888
  nChanged 4
		SP:Iteration 21Q (5824.710000 sec): 3 clusters
  Score: Raw -328701.526681 + Penalty 2613.459196 = -326088.067486
  nChanged 3
		SP:Iteration 22Q (5824.710000 sec): 3 clusters
  Score: Raw -328702.371125 + Penalty 2613.459196 = -326088.911930
  nChanged 4
		SP:Iteration 23Q (5824.720000 sec): 3 clusters
  Score: Raw -328703.461933 + Penalty 2613.459196 = -326090.002737
  nChanged 1
		SP:Iteration 24Q (5824.730000 sec): 3 clusters
  Score: Raw -328703.851219 + Penalty 2613.459196 = -326090.392023
  nChanged 1
		SP:Iteration 25Q (5824.730000 sec): 3 clusters
  Score: Raw -328704.114880 + Penalty 2613.459196 = -326090.655684
  nChanged 1
		SP:Iteration 26Q (5824.740000 sec): 3 clusters
  Score: Raw -328705.313361 + Penalty 2613.459196 = -326091.854165
  nChanged 5
		SP:Iteration 27Q (5824.750000 sec): 3 clusters
  Score: Raw -328707.877553 + Penalty 2613.459196 = -326094.418357
  nChanged 3
		SP:Iteration 28Q (5824.750000 sec): 3 clusters
  Score: Raw -328709.978338 + Penalty 2613.459196 = -326096.519142
  nChanged 4
		SP:Iteration 29Q (5824.760000 sec): 3 clusters
  Score: Raw -328712.680296 + Penalty 2613.459196 = -326099.221100
  nChanged 4
		SP:Iteration 30Q (5824.770000 sec): 3 clusters
  Score: Raw -328714.939340 + Penalty 2613.459196 = -326101.480144
  nChanged 4
		SP:Iteration 31Q (5824.770000 sec): 3 clusters
  Score: Raw -328716.835164 + Penalty 2613.459196 = -326103.375968
  nChanged 6
		SP:Iteration 32Q (5824.780000 sec): 3 clusters
  Score: Raw -328720.746430 + Penalty 2613.459196 = -326107.287234
  nChanged 9
		SP:Iteration 33Q (5824.790000 sec): 3 clusters
  Score: Raw -328726.965568 + Penalty 2613.459196 = -326113.506372
  nChanged 7
		SP:Iteration 34Q (5824.790000 sec): 3 clusters
  Score: Raw -328729.061804 + Penalty 2613.459196 = -326115.602609
  nChanged 4
		SP:Iteration 35Q (5824.800000 sec): 3 clusters
  Score: Raw -328730.750062 + Penalty 2613.459196 = -326117.290867
  nChanged 8
		SP:Iteration 36Q (5824.810000 sec): 3 clusters
  Score: Raw -328734.378348 + Penalty 2613.459196 = -326120.919152
  nChanged 8
		SP:Iteration 37Q (5824.810000 sec): 3 clusters
  Score: Raw -328739.163936 + Penalty 2613.459196 = -326125.704740
  nChanged 7
		SP:Iteration 38Q (5824.820000 sec): 3 clusters
  Score: Raw -328742.346994 + Penalty 2613.459196 = -326128.887798
  nChanged 5
		SP:Iteration 39Q (5824.830000 sec): 3 clusters
  Score: Raw -328745.178951 + Penalty 2613.459196 = -326131.719756
  nChanged 7
		SP:Iteration 40F (5824.830000 sec): 3 clusters
  Score: Raw -328748.474805 + Penalty 2613.459196 = -326135.015610
  nChanged 4
		SP:Iteration 41Q (5824.840000 sec): 3 clusters
  Score: Raw -328749.989898 + Penalty 2613.459196 = -326136.530703
  nChanged 2
		SP:Iteration 42Q (5824.850000 sec): 3 clusters
  Score: Raw -328750.365677 + Penalty 2613.459196 = -326136.906482
  nChanged 1
		SP:Iteration 43Q (5824.850000 sec): 3 clusters
  Score: Raw -328751.126922 + Penalty 2613.459196 = -326137.667726
  nChanged 1
		SP:Iteration 44Q (5824.860000 sec): 3 clusters
  Score: Raw -328751.849516 + Penalty 2613.459196 = -326138.390321
  nChanged 0
		SP:Iteration 45F (5824.870000 sec): 3 clusters
  Score: Raw -328751.849516 + Penalty 2613.459196 = -326138.390321
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 45 (10683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5824.910000 sec): 2 clusters
  Score: Raw -1238062.350482 + Penalty 1507.416458 = -1236554.934024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5824.930000 sec): 3 clusters
  Score: Raw -1231907.399637 + Penalty 3014.832916 = -1228892.566721
  nChanged 4651
		SP:Iteration 1F (5824.960000 sec): 3 clusters
  Score: Raw -1234426.059344 + Penalty 3014.832916 = -1231411.226428
  nChanged 657
		SP:Iteration 2F (5824.990000 sec): 3 clusters
  Score: Raw -1234717.311077 + Penalty 3014.832916 = -1231702.478161
  nChanged 599
		SP:Iteration 3F (5825.010000 sec): 3 clusters
  Score: Raw -1235014.692929 + Penalty 3014.832916 = -1231999.860013
  nChanged 583
		SP:Iteration 4F (5825.040000 sec): 3 clusters
  Score: Raw -1235296.550866 + Penalty 3014.832916 = -1232281.717951
  nChanged 529
		SP:Iteration 5Q (5825.070000 sec): 3 clusters
  Score: Raw -1235573.916125 + Penalty 3014.832916 = -1232559.083209
  nChanged 581
		SP:Iteration 6F (5825.090000 sec): 3 clusters
  Score: Raw -1235903.441415 + Penalty 3014.832916 = -1232888.608499
  nChanged 546
		SP:Iteration 7F (5825.120000 sec): 3 clusters
  Score: Raw -1236220.980228 + Penalty 3014.832916 = -1233206.147313
  nChanged 527
		SP:Iteration 8Q (5825.150000 sec): 3 clusters
  Score: Raw -1236558.454071 + Penalty 3014.832916 = -1233543.621155
  nChanged 506
		SP:Iteration 9Q (5825.170000 sec): 3 clusters
  Score: Raw -1236918.213064 + Penalty 3014.832916 = -1233903.380148
  nChanged 474
		SP:Iteration 10Q (5825.200000 sec): 3 clusters
  Score: Raw -1237280.956740 + Penalty 3014.832916 = -1234266.123824
  nChanged 362
		SP:Iteration 11Q (5825.230000 sec): 3 clusters
  Score: Raw -1237552.825638 + Penalty 3014.832916 = -1234537.992722
  nChanged 245
		SP:Iteration 12Q (5825.260000 sec): 3 clusters
  Score: Raw -1237730.712120 + Penalty 3014.832916 = -1234715.879205
  nChanged 160
		SP:Iteration 13Q (5825.280000 sec): 3 clusters
  Score: Raw -1237857.929532 + Penalty 3014.832916 = -1234843.096616
  nChanged 126
		SP:Iteration 14Q (5825.310000 sec): 3 clusters
  Score: Raw -1237981.923452 + Penalty 3014.832916 = -1234967.090536
  nChanged 95
		SP:Iteration 15Q (5825.330000 sec): 3 clusters
  Score: Raw -1238072.541618 + Penalty 3014.832916 = -1235057.708702
  nChanged 47
		SP:Iteration 16Q (5825.360000 sec): 3 clusters
  Score: Raw -1238118.219195 + Penalty 3014.832916 = -1235103.386279
  nChanged 37
		SP:Iteration 17Q (5825.380000 sec): 3 clusters
  Score: Raw -1238151.727134 + Penalty 3014.832916 = -1235136.894219
  nChanged 28
		SP:Iteration 18Q (5825.400000 sec): 3 clusters
  Score: Raw -1238181.840308 + Penalty 3014.832916 = -1235167.007392
  nChanged 15
		SP:Iteration 19Q (5825.430000 sec): 3 clusters
  Score: Raw -1238199.072697 + Penalty 3014.832916 = -1235184.239782
  nChanged 16
		SP:Iteration 20F (5825.450000 sec): 3 clusters
  Score: Raw -1238215.358452 + Penalty 3014.832916 = -1235200.525536
  nChanged 12
		SP:Iteration 21Q (5825.470000 sec): 3 clusters
  Score: Raw -1238227.612546 + Penalty 3014.832916 = -1235212.779630
  nChanged 7
		SP:Iteration 22Q (5825.490000 sec): 3 clusters
  Score: Raw -1238232.511258 + Penalty 3014.832916 = -1235217.678342
  nChanged 4
		SP:Iteration 23Q (5825.510000 sec): 3 clusters
  Score: Raw -1238236.315578 + Penalty 3014.832916 = -1235221.482662
  nChanged 3
		SP:Iteration 24Q (5825.540000 sec): 3 clusters
  Score: Raw -1238239.386086 + Penalty 3014.832916 = -1235224.553170
  nChanged 5
		SP:Iteration 25Q (5825.560000 sec): 3 clusters
  Score: Raw -1238245.464101 + Penalty 3014.832916 = -1235230.631185
  nChanged 3
		SP:Iteration 26Q (5825.580000 sec): 3 clusters
  Score: Raw -1238249.875181 + Penalty 3014.832916 = -1235235.042266
  nChanged 4
		SP:Iteration 27Q (5825.600000 sec): 3 clusters
  Score: Raw -1238256.070126 + Penalty 3014.832916 = -1235241.237210
  nChanged 5
		SP:Iteration 28Q (5825.620000 sec): 3 clusters
  Score: Raw -1238261.827271 + Penalty 3014.832916 = -1235246.994355
  nChanged 8
		SP:Iteration 29Q (5825.640000 sec): 3 clusters
  Score: Raw -1238269.324759 + Penalty 3014.832916 = -1235254.491844
  nChanged 2
		SP:Iteration 30Q (5825.660000 sec): 3 clusters
  Score: Raw -1238271.844830 + Penalty 3014.832916 = -1235257.011914
  nChanged 4
		SP:Iteration 31Q (5825.680000 sec): 3 clusters
  Score: Raw -1238276.407165 + Penalty 3014.832916 = -1235261.574249
  nChanged 4
		SP:Iteration 32Q (5825.700000 sec): 3 clusters
  Score: Raw -1238281.133565 + Penalty 3014.832916 = -1235266.300649
  nChanged 2
		SP:Iteration 33Q (5825.720000 sec): 3 clusters
  Score: Raw -1238283.187014 + Penalty 3014.832916 = -1235268.354098
  nChanged 2
		SP:Iteration 34Q (5825.740000 sec): 3 clusters
  Score: Raw -1238285.206603 + Penalty 3014.832916 = -1235270.373687
  nChanged 1
		SP:Iteration 35Q (5825.760000 sec): 3 clusters
  Score: Raw -1238285.715897 + Penalty 3014.832916 = -1235270.882981
  nChanged 0
		SP:Iteration 36F (5825.790000 sec): 3 clusters
  Score: Raw -1238285.715897 + Penalty 3014.832916 = -1235270.882981
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5825.810000 sec): 2 clusters
  Score: Raw -501422.232427 + Penalty 1368.074276 = -500054.158151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5825.820000 sec): 3 clusters
  Score: Raw -499131.568224 + Penalty 2736.148552 = -496395.419672
  nChanged 1823
		SP:Iteration 1F (5825.830000 sec): 3 clusters
  Score: Raw -500179.536381 + Penalty 2736.148552 = -497443.387828
  nChanged 366
		SP:Iteration 2F (5825.840000 sec): 3 clusters
  Score: Raw -500400.912341 + Penalty 2736.148552 = -497664.763789
  nChanged 266
		SP:Iteration 3F (5825.850000 sec): 3 clusters
  Score: Raw -500582.342087 + Penalty 2736.148552 = -497846.193534
  nChanged 249
		SP:Iteration 4F (5825.870000 sec): 3 clusters
  Score: Raw -500743.891074 + Penalty 2736.148552 = -498007.742522
  nChanged 249
		SP:Iteration 5F (5825.880000 sec): 3 clusters
  Score: Raw -500909.370672 + Penalty 2736.148552 = -498173.222120
  nChanged 232
		SP:Iteration 6F (5825.890000 sec): 3 clusters
  Score: Raw -501074.956834 + Penalty 2736.148552 = -498338.808282
  nChanged 200
		SP:Iteration 7Q (5825.900000 sec): 3 clusters
  Score: Raw -501199.508815 + Penalty 2736.148552 = -498463.360263
  nChanged 165
		SP:Iteration 8Q (5825.910000 sec): 3 clusters
  Score: Raw -501305.797561 + Penalty 2736.148552 = -498569.649009
  nChanged 157
		SP:Iteration 9Q (5825.920000 sec): 3 clusters
  Score: Raw -501411.221479 + Penalty 2736.148552 = -498675.072927
  nChanged 140
		SP:Iteration 10Q (5825.930000 sec): 3 clusters
  Score: Raw -501503.621316 + Penalty 2736.148552 = -498767.472763
  nChanged 127
		SP:Iteration 11Q (5825.950000 sec): 3 clusters
  Score: Raw -501593.913146 + Penalty 2736.148552 = -498857.764594
  nChanged 105
		SP:Iteration 12Q (5825.950000 sec): 3 clusters
  Score: Raw -501664.156327 + Penalty 2736.148552 = -498928.007775
  nChanged 89
		SP:Iteration 13Q (5825.970000 sec): 3 clusters
  Score: Raw -501711.294576 + Penalty 2736.148552 = -498975.146024
  nChanged 61
		SP:Iteration 14Q (5825.980000 sec): 3 clusters
  Score: Raw -501738.942003 + Penalty 2736.148552 = -499002.793451
  nChanged 43
		SP:Iteration 15Q (5825.990000 sec): 3 clusters
  Score: Raw -501755.472113 + Penalty 2736.148552 = -499019.323560
  nChanged 34
		SP:Iteration 16Q (5826.000000 sec): 3 clusters
  Score: Raw -501766.358822 + Penalty 2736.148552 = -499030.210269
  nChanged 27
		SP:Iteration 17Q (5826.010000 sec): 3 clusters
  Score: Raw -501775.102050 + Penalty 2736.148552 = -499038.953497
  nChanged 21
		SP:Iteration 18Q (5826.020000 sec): 3 clusters
  Score: Raw -501781.851341 + Penalty 2736.148552 = -499045.702788
  nChanged 25
		SP:Iteration 19Q (5826.030000 sec): 3 clusters
  Score: Raw -501788.415880 + Penalty 2736.148552 = -499052.267328
  nChanged 28
		SP:Iteration 20F (5826.050000 sec): 3 clusters
  Score: Raw -501797.974827 + Penalty 2736.148552 = -499061.826275
  nChanged 27
		SP:Iteration 21Q (5826.060000 sec): 3 clusters
  Score: Raw -501803.943695 + Penalty 2736.148552 = -499067.795143
  nChanged 16
		SP:Iteration 22Q (5826.070000 sec): 3 clusters
  Score: Raw -501807.929028 + Penalty 2736.148552 = -499071.780476
  nChanged 16
		SP:Iteration 23Q (5826.080000 sec): 3 clusters
  Score: Raw -501811.115992 + Penalty 2736.148552 = -499074.967440
  nChanged 7
		SP:Iteration 24Q (5826.090000 sec): 3 clusters
  Score: Raw -501812.924031 + Penalty 2736.148552 = -499076.775479
  nChanged 9
		SP:Iteration 25Q (5826.100000 sec): 3 clusters
  Score: Raw -501814.533533 + Penalty 2736.148552 = -499078.384981
  nChanged 5
		SP:Iteration 26Q (5826.110000 sec): 3 clusters
  Score: Raw -501815.385287 + Penalty 2736.148552 = -499079.236735
  nChanged 0
		SP:Iteration 27F (5826.130000 sec): 3 clusters
  Score: Raw -501815.385287 + Penalty 2736.148552 = -499079.236735
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (6921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5826.150000 sec): 2 clusters
  Score: Raw -782693.772627 + Penalty 1436.876276 = -781256.896351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5826.170000 sec): 3 clusters
  Score: Raw -778901.076425 + Penalty 2873.752553 = -776027.323873
  nChanged 2912
		SP:Iteration 1F (5826.180000 sec): 3 clusters
  Score: Raw -780533.877769 + Penalty 2873.752553 = -777660.125217
  nChanged 480
		SP:Iteration 2F (5826.200000 sec): 3 clusters
  Score: Raw -780791.080393 + Penalty 2873.752553 = -777917.327840
  nChanged 396
		SP:Iteration 3F (5826.220000 sec): 3 clusters
  Score: Raw -781012.127586 + Penalty 2873.752553 = -778138.375034
  nChanged 371
		SP:Iteration 4F (5826.240000 sec): 3 clusters
  Score: Raw -781237.810840 + Penalty 2873.752553 = -778364.058288
  nChanged 336
		SP:Iteration 5Q (5826.250000 sec): 3 clusters
  Score: Raw -781446.551094 + Penalty 2873.752553 = -778572.798542
  nChanged 321
		SP:Iteration 6Q (5826.270000 sec): 3 clusters
  Score: Raw -781651.278021 + Penalty 2873.752553 = -778777.525468
  nChanged 315
		SP:Iteration 7Q (5826.290000 sec): 3 clusters
  Score: Raw -781864.282191 + Penalty 2873.752553 = -778990.529638
  nChanged 307
		SP:Iteration 8Q (5826.310000 sec): 3 clusters
  Score: Raw -782084.637510 + Penalty 2873.752553 = -779210.884958
  nChanged 258
		SP:Iteration 9Q (5826.320000 sec): 3 clusters
  Score: Raw -782280.262755 + Penalty 2873.752553 = -779406.510202
  nChanged 229
		SP:Iteration 10Q (5826.340000 sec): 3 clusters
  Score: Raw -782445.517030 + Penalty 2873.752553 = -779571.764478
  nChanged 195
		SP:Iteration 11Q (5826.360000 sec): 3 clusters
  Score: Raw -782573.418603 + Penalty 2873.752553 = -779699.666050
  nChanged 166
		SP:Iteration 12Q (5826.370000 sec): 3 clusters
  Score: Raw -782690.266947 + Penalty 2873.752553 = -779816.514394
  nChanged 144
		SP:Iteration 13Q (5826.390000 sec): 3 clusters
  Score: Raw -782813.702390 + Penalty 2873.752553 = -779939.949837
  nChanged 120
		SP:Iteration 14Q (5826.410000 sec): 3 clusters
  Score: Raw -782906.302841 + Penalty 2873.752553 = -780032.550288
  nChanged 95
		SP:Iteration 15Q (5826.420000 sec): 3 clusters
  Score: Raw -782973.655516 + Penalty 2873.752553 = -780099.902963
  nChanged 61
		SP:Iteration 16Q (5826.430000 sec): 3 clusters
  Score: Raw -783003.172877 + Penalty 2873.752553 = -780129.420324
  nChanged 37
		SP:Iteration 17Q (5826.450000 sec): 3 clusters
  Score: Raw -783020.359171 + Penalty 2873.752553 = -780146.606618
  nChanged 31
		SP:Iteration 18Q (5826.470000 sec): 3 clusters
  Score: Raw -783035.929937 + Penalty 2873.752553 = -780162.177384
  nChanged 31
		SP:Iteration 19Q (5826.480000 sec): 3 clusters
  Score: Raw -783048.668942 + Penalty 2873.752553 = -780174.916389
  nChanged 18
		SP:Iteration 20F (5826.500000 sec): 3 clusters
  Score: Raw -783056.036171 + Penalty 2873.752553 = -780182.283618
  nChanged 18
		SP:Iteration 21Q (5826.510000 sec): 3 clusters
  Score: Raw -783066.920392 + Penalty 2873.752553 = -780193.167839
  nChanged 20
		SP:Iteration 22Q (5826.530000 sec): 3 clusters
  Score: Raw -783077.539379 + Penalty 2873.752553 = -780203.786827
  nChanged 21
		SP:Iteration 23Q (5826.540000 sec): 3 clusters
  Score: Raw -783088.642886 + Penalty 2873.752553 = -780214.890333
  nChanged 19
		SP:Iteration 24Q (5826.550000 sec): 3 clusters
  Score: Raw -783098.497579 + Penalty 2873.752553 = -780224.745026
  nChanged 14
		SP:Iteration 25Q (5826.570000 sec): 3 clusters
  Score: Raw -783104.030772 + Penalty 2873.752553 = -780230.278219
  nChanged 18
		SP:Iteration 26Q (5826.580000 sec): 3 clusters
  Score: Raw -783110.046126 + Penalty 2873.752553 = -780236.293574
  nChanged 8
		SP:Iteration 27Q (5826.600000 sec): 3 clusters
  Score: Raw -783113.712848 + Penalty 2873.752553 = -780239.960295
  nChanged 8
		SP:Iteration 28Q (5826.610000 sec): 3 clusters
  Score: Raw -783117.723151 + Penalty 2873.752553 = -780243.970598
  nChanged 4
		SP:Iteration 29Q (5826.630000 sec): 3 clusters
  Score: Raw -783118.568040 + Penalty 2873.752553 = -780244.815488
  nChanged 0
		SP:Iteration 30F (5826.640000 sec): 3 clusters
  Score: Raw -783118.568040 + Penalty 2873.752553 = -780244.815488
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5826.690000 sec): 2 clusters
  Score: Raw -1854626.538195 + Penalty 1568.858402 = -1853057.679793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5826.730000 sec): 3 clusters
  Score: Raw -1845407.799756 + Penalty 3137.716803 = -1842270.082953
  nChanged 6903
		SP:Iteration 1F (5826.770000 sec): 3 clusters
  Score: Raw -1849057.516380 + Penalty 3137.716803 = -1845919.799576
  nChanged 737
		SP:Iteration 2Q (5826.810000 sec): 3 clusters
  Score: Raw -1849295.764467 + Penalty 3137.716803 = -1846158.047663
  nChanged 665
		SP:Iteration 3Q (5826.850000 sec): 3 clusters
  Score: Raw -1849487.394976 + Penalty 3137.716803 = -1846349.678173
  nChanged 559
		SP:Iteration 4Q (5826.890000 sec): 3 clusters
  Score: Raw -1849644.034883 + Penalty 3137.716803 = -1846506.318080
  nChanged 481
		SP:Iteration 5Q (5826.930000 sec): 3 clusters
  Score: Raw -1849778.916565 + Penalty 3137.716803 = -1846641.199762
  nChanged 457
		SP:Iteration 6Q (5826.980000 sec): 3 clusters
  Score: Raw -1849927.732546 + Penalty 3137.716803 = -1846790.015743
  nChanged 455
		SP:Iteration 7Q (5827.020000 sec): 3 clusters
  Score: Raw -1850087.987557 + Penalty 3137.716803 = -1846950.270753
  nChanged 465
		SP:Iteration 8Q (5827.060000 sec): 3 clusters
  Score: Raw -1850275.269442 + Penalty 3137.716803 = -1847137.552639
  nChanged 536
		SP:Iteration 9Q (5827.100000 sec): 3 clusters
  Score: Raw -1850529.222475 + Penalty 3137.716803 = -1847391.505671
  nChanged 606
		SP:Iteration 10Q (5827.140000 sec): 3 clusters
  Score: Raw -1850888.049977 + Penalty 3137.716803 = -1847750.333174
  nChanged 698
		SP:Iteration 11Q (5827.180000 sec): 3 clusters
  Score: Raw -1851371.503485 + Penalty 3137.716803 = -1848233.786681
  nChanged 746
		SP:Iteration 12Q (5827.220000 sec): 3 clusters
  Score: Raw -1851870.251435 + Penalty 3137.716803 = -1848732.534631
  nChanged 680
		SP:Iteration 13Q (5827.260000 sec): 3 clusters
  Score: Raw -1852283.895917 + Penalty 3137.716803 = -1849146.179113
  nChanged 522
		SP:Iteration 14Q (5827.300000 sec): 3 clusters
  Score: Raw -1852505.984130 + Penalty 3137.716803 = -1849368.267327
  nChanged 345
		SP:Iteration 15Q (5827.340000 sec): 3 clusters
  Score: Raw -1852607.925769 + Penalty 3137.716803 = -1849470.208965
  nChanged 247
		SP:Iteration 16Q (5827.370000 sec): 3 clusters
  Score: Raw -1852664.519152 + Penalty 3137.716803 = -1849526.802348
  nChanged 165
		SP:Iteration 17Q (5827.410000 sec): 3 clusters
  Score: Raw -1852694.995138 + Penalty 3137.716803 = -1849557.278335
  nChanged 132
		SP:Iteration 18Q (5827.450000 sec): 3 clusters
  Score: Raw -1852722.101698 + Penalty 3137.716803 = -1849584.384894
  nChanged 125
		SP:Iteration 19Q (5827.490000 sec): 3 clusters
  Score: Raw -1852747.500044 + Penalty 3137.716803 = -1849609.783241
  nChanged 138
		SP:Iteration 20F (5827.530000 sec): 3 clusters
  Score: Raw -1852775.345796 + Penalty 3137.716803 = -1849637.628992
  nChanged 116
		SP:Iteration 21Q (5827.570000 sec): 3 clusters
  Score: Raw -1852798.753905 + Penalty 3137.716803 = -1849661.037102
  nChanged 113
		SP:Iteration 22Q (5827.610000 sec): 3 clusters
  Score: Raw -1852821.420396 + Penalty 3137.716803 = -1849683.703593
  nChanged 111
		SP:Iteration 23Q (5827.640000 sec): 3 clusters
  Score: Raw -1852844.473134 + Penalty 3137.716803 = -1849706.756331
  nChanged 102
		SP:Iteration 24Q (5827.680000 sec): 3 clusters
  Score: Raw -1852862.068922 + Penalty 3137.716803 = -1849724.352119
  nChanged 89
		SP:Iteration 25Q (5827.720000 sec): 3 clusters
  Score: Raw -1852879.663440 + Penalty 3137.716803 = -1849741.946636
  nChanged 97
		SP:Iteration 26Q (5827.760000 sec): 3 clusters
  Score: Raw -1852900.208040 + Penalty 3137.716803 = -1849762.491237
  nChanged 87
		SP:Iteration 27Q (5827.790000 sec): 3 clusters
  Score: Raw -1852915.850029 + Penalty 3137.716803 = -1849778.133226
  nChanged 93
		SP:Iteration 28Q (5827.830000 sec): 3 clusters
  Score: Raw -1852935.086995 + Penalty 3137.716803 = -1849797.370192
  nChanged 98
		SP:Iteration 29Q (5827.870000 sec): 3 clusters
  Score: Raw -1852953.958188 + Penalty 3137.716803 = -1849816.241384
  nChanged 88
		SP:Iteration 30Q (5827.910000 sec): 3 clusters
  Score: Raw -1852970.428112 + Penalty 3137.716803 = -1849832.711309
  nChanged 80
		SP:Iteration 31Q (5827.950000 sec): 3 clusters
  Score: Raw -1852986.178332 + Penalty 3137.716803 = -1849848.461529
  nChanged 78
		SP:Iteration 32Q (5827.980000 sec): 3 clusters
  Score: Raw -1852999.318531 + Penalty 3137.716803 = -1849861.601728
  nChanged 70
		SP:Iteration 33Q (5828.020000 sec): 3 clusters
  Score: Raw -1853011.565303 + Penalty 3137.716803 = -1849873.848499
  nChanged 76
		SP:Iteration 34Q (5828.060000 sec): 3 clusters
  Score: Raw -1853024.828788 + Penalty 3137.716803 = -1849887.111984
  nChanged 71
		SP:Iteration 35Q (5828.100000 sec): 3 clusters
  Score: Raw -1853037.519825 + Penalty 3137.716803 = -1849899.803022
  nChanged 76
		SP:Iteration 36Q (5828.130000 sec): 3 clusters
  Score: Raw -1853049.979587 + Penalty 3137.716803 = -1849912.262783
  nChanged 78
		SP:Iteration 37Q (5828.170000 sec): 3 clusters
  Score: Raw -1853062.106913 + Penalty 3137.716803 = -1849924.390109
  nChanged 66
		SP:Iteration 38Q (5828.210000 sec): 3 clusters
  Score: Raw -1853072.382725 + Penalty 3137.716803 = -1849934.665921
  nChanged 65
		SP:Iteration 39Q (5828.250000 sec): 3 clusters
  Score: Raw -1853081.225380 + Penalty 3137.716803 = -1849943.508577
  nChanged 61
		SP:Iteration 40F (5828.290000 sec): 3 clusters
  Score: Raw -1853091.462821 + Penalty 3137.716803 = -1849953.746017
  nChanged 76
		SP:Iteration 41Q (5828.330000 sec): 3 clusters
  Score: Raw -1853105.292680 + Penalty 3137.716803 = -1849967.575877
  nChanged 74
		SP:Iteration 42Q (5828.360000 sec): 3 clusters
  Score: Raw -1853118.384529 + Penalty 3137.716803 = -1849980.667725
  nChanged 73
		SP:Iteration 43Q (5828.400000 sec): 3 clusters
  Score: Raw -1853133.363683 + Penalty 3137.716803 = -1849995.646880
  nChanged 76
		SP:Iteration 44Q (5828.440000 sec): 3 clusters
  Score: Raw -1853146.852667 + Penalty 3137.716803 = -1850009.135863
  nChanged 81
		SP:Iteration 45Q (5828.480000 sec): 3 clusters
  Score: Raw -1853162.894426 + Penalty 3137.716803 = -1850025.177622
  nChanged 88
		SP:Iteration 46Q (5828.510000 sec): 3 clusters
  Score: Raw -1853179.926329 + Penalty 3137.716803 = -1850042.209526
  nChanged 86
		SP:Iteration 47Q (5828.550000 sec): 3 clusters
  Score: Raw -1853196.239921 + Penalty 3137.716803 = -1850058.523117
  nChanged 82
		SP:Iteration 48Q (5828.590000 sec): 3 clusters
  Score: Raw -1853213.767149 + Penalty 3137.716803 = -1850076.050346
  nChanged 97
		SP:Iteration 49Q (5828.630000 sec): 3 clusters
  Score: Raw -1853232.177051 + Penalty 3137.716803 = -1850094.460247
  nChanged 101
		SP:Iteration 50Q (5828.660000 sec): 3 clusters
  Score: Raw -1853253.493684 + Penalty 3137.716803 = -1850115.776881
  nChanged 92
		SP:Iteration 51Q (5828.700000 sec): 3 clusters
  Score: Raw -1853275.067308 + Penalty 3137.716803 = -1850137.350505
  nChanged 94
		SP:Iteration 52Q (5828.730000 sec): 3 clusters
  Score: Raw -1853295.286096 + Penalty 3137.716803 = -1850157.569293
  nChanged 96
		SP:Iteration 53Q (5828.770000 sec): 3 clusters
  Score: Raw -1853317.411843 + Penalty 3137.716803 = -1850179.695040
  nChanged 113
		SP:Iteration 54Q (5828.810000 sec): 3 clusters
  Score: Raw -1853342.283735 + Penalty 3137.716803 = -1850204.566931
  nChanged 114
		SP:Iteration 55Q (5828.840000 sec): 3 clusters
  Score: Raw -1853367.828013 + Penalty 3137.716803 = -1850230.111210
  nChanged 126
		SP:Iteration 56Q (5828.870000 sec): 3 clusters
  Score: Raw -1853401.959193 + Penalty 3137.716803 = -1850264.242390
  nChanged 123
		SP:Iteration 57Q (5828.910000 sec): 3 clusters
  Score: Raw -1853435.014949 + Penalty 3137.716803 = -1850297.298146
  nChanged 127
		SP:Iteration 58Q (5828.950000 sec): 3 clusters
  Score: Raw -1853466.907217 + Penalty 3137.716803 = -1850329.190414
  nChanged 132
		SP:Iteration 59Q (5828.980000 sec): 3 clusters
  Score: Raw -1853501.609685 + Penalty 3137.716803 = -1850363.892882
  nChanged 132
		SP:Iteration 60F (5829.020000 sec): 3 clusters
  Score: Raw -1853539.754354 + Penalty 3137.716803 = -1850402.037551
  nChanged 138
		SP:Iteration 61Q (5829.050000 sec): 3 clusters
  Score: Raw -1853583.944862 + Penalty 3137.716803 = -1850446.228058
  nChanged 149
		SP:Iteration 62Q (5829.090000 sec): 3 clusters
  Score: Raw -1853632.018474 + Penalty 3137.716803 = -1850494.301671
  nChanged 155
		SP:Iteration 63Q (5829.120000 sec): 3 clusters
  Score: Raw -1853683.706947 + Penalty 3137.716803 = -1850545.990144
  nChanged 168
		SP:Iteration 64Q (5829.150000 sec): 3 clusters
  Score: Raw -1853742.919904 + Penalty 3137.716803 = -1850605.203100
  nChanged 167
		SP:Iteration 65Q (5829.190000 sec): 3 clusters
  Score: Raw -1853800.498779 + Penalty 3137.716803 = -1850662.781976
  nChanged 158
		SP:Iteration 66Q (5829.220000 sec): 3 clusters
  Score: Raw -1853859.535280 + Penalty 3137.716803 = -1850721.818476
  nChanged 155
		SP:Iteration 67Q (5829.250000 sec): 3 clusters
  Score: Raw -1853922.619876 + Penalty 3137.716803 = -1850784.903073
  nChanged 168
		SP:Iteration 68Q (5829.290000 sec): 3 clusters
  Score: Raw -1853987.909224 + Penalty 3137.716803 = -1850850.192421
  nChanged 146
		SP:Iteration 69Q (5829.320000 sec): 3 clusters
  Score: Raw -1854045.069966 + Penalty 3137.716803 = -1850907.353163
  nChanged 137
		SP:Iteration 70Q (5829.350000 sec): 3 clusters
  Score: Raw -1854097.956092 + Penalty 3137.716803 = -1850960.239289
  nChanged 119
		SP:Iteration 71Q (5829.390000 sec): 3 clusters
  Score: Raw -1854143.168096 + Penalty 3137.716803 = -1851005.451293
  nChanged 118
		SP:Iteration 72Q (5829.420000 sec): 3 clusters
  Score: Raw -1854194.568302 + Penalty 3137.716803 = -1851056.851499
  nChanged 125
		SP:Iteration 73Q (5829.450000 sec): 3 clusters
  Score: Raw -1854259.067374 + Penalty 3137.716803 = -1851121.350570
  nChanged 140
		SP:Iteration 74Q (5829.480000 sec): 3 clusters
  Score: Raw -1854331.680692 + Penalty 3137.716803 = -1851193.963889
  nChanged 137
		SP:Iteration 75Q (5829.510000 sec): 3 clusters
  Score: Raw -1854400.783971 + Penalty 3137.716803 = -1851263.067168
  nChanged 122
		SP:Iteration 76Q (5829.550000 sec): 3 clusters
  Score: Raw -1854462.405072 + Penalty 3137.716803 = -1851324.688269
  nChanged 104
		SP:Iteration 77Q (5829.570000 sec): 3 clusters
  Score: Raw -1854515.560944 + Penalty 3137.716803 = -1851377.844140
  nChanged 86
		SP:Iteration 78Q (5829.610000 sec): 3 clusters
  Score: Raw -1854558.745280 + Penalty 3137.716803 = -1851421.028477
  nChanged 94
		SP:Iteration 79Q (5829.640000 sec): 3 clusters
  Score: Raw -1854599.969174 + Penalty 3137.716803 = -1851462.252371
  nChanged 76
		SP:Iteration 80F (5829.680000 sec): 3 clusters
  Score: Raw -1854635.585985 + Penalty 3137.716803 = -1851497.869181
  nChanged 68
		SP:Iteration 81Q (5829.710000 sec): 3 clusters
  Score: Raw -1854670.531397 + Penalty 3137.716803 = -1851532.814593
  nChanged 58
		SP:Iteration 82Q (5829.740000 sec): 3 clusters
  Score: Raw -1854700.478342 + Penalty 3137.716803 = -1851562.761539
  nChanged 54
		SP:Iteration 83Q (5829.770000 sec): 3 clusters
  Score: Raw -1854727.396728 + Penalty 3137.716803 = -1851589.679925
  nChanged 38
		SP:Iteration 84Q (5829.800000 sec): 3 clusters
  Score: Raw -1854744.050370 + Penalty 3137.716803 = -1851606.333566
  nChanged 29
		SP:Iteration 85Q (5829.830000 sec): 3 clusters
  Score: Raw -1854755.144135 + Penalty 3137.716803 = -1851617.427331
  nChanged 16
		SP:Iteration 86Q (5829.860000 sec): 3 clusters
  Score: Raw -1854761.430808 + Penalty 3137.716803 = -1851623.714005
  nChanged 22
		SP:Iteration 87Q (5829.890000 sec): 3 clusters
  Score: Raw -1854769.350307 + Penalty 3137.716803 = -1851631.633504
  nChanged 22
		SP:Iteration 88Q (5829.910000 sec): 3 clusters
  Score: Raw -1854777.135740 + Penalty 3137.716803 = -1851639.418937
  nChanged 14
		SP:Iteration 89Q (5829.950000 sec): 3 clusters
  Score: Raw -1854781.580902 + Penalty 3137.716803 = -1851643.864099
  nChanged 12
		SP:Iteration 90Q (5829.970000 sec): 3 clusters
  Score: Raw -1854785.226223 + Penalty 3137.716803 = -1851647.509420
  nChanged 9
		SP:Iteration 91Q (5830.000000 sec): 3 clusters
  Score: Raw -1854788.907995 + Penalty 3137.716803 = -1851651.191192
  nChanged 10
		SP:Iteration 92Q (5830.030000 sec): 3 clusters
  Score: Raw -1854792.506714 + Penalty 3137.716803 = -1851654.789911
  nChanged 9
		SP:Iteration 93Q (5830.060000 sec): 3 clusters
  Score: Raw -1854795.345791 + Penalty 3137.716803 = -1851657.628988
  nChanged 7
		SP:Iteration 94Q (5830.090000 sec): 3 clusters
  Score: Raw -1854797.393021 + Penalty 3137.716803 = -1851659.676218
  nChanged 6
		SP:Iteration 95Q (5830.120000 sec): 3 clusters
  Score: Raw -1854799.030970 + Penalty 3137.716803 = -1851661.314167
  nChanged 5
		SP:Iteration 96Q (5830.150000 sec): 3 clusters
  Score: Raw -1854800.350685 + Penalty 3137.716803 = -1851662.633882
  nChanged 6
		SP:Iteration 97Q (5830.180000 sec): 3 clusters
  Score: Raw -1854802.323978 + Penalty 3137.716803 = -1851664.607175
  nChanged 5
		SP:Iteration 98Q (5830.210000 sec): 3 clusters
  Score: Raw -1854804.310591 + Penalty 3137.716803 = -1851666.593788
  nChanged 8
		SP:Iteration 99Q (5830.240000 sec): 3 clusters
  Score: Raw -1854806.879274 + Penalty 3137.716803 = -1851669.162471
  nChanged 3
		SP:Iteration 100F (5830.280000 sec): 3 clusters
  Score: Raw -1854807.661007 + Penalty 3137.716803 = -1851669.944204
  nChanged 3
		SP:Iteration 101Q (5830.310000 sec): 3 clusters
  Score: Raw -1854808.442832 + Penalty 3137.716803 = -1851670.726029
  nChanged 3
		SP:Iteration 102Q (5830.330000 sec): 3 clusters
  Score: Raw -1854809.037730 + Penalty 3137.716803 = -1851671.320926
  nChanged 1
		SP:Iteration 103Q (5830.370000 sec): 3 clusters
  Score: Raw -1854809.300569 + Penalty 3137.716803 = -1851671.583766
  nChanged 1
		SP:Iteration 104Q (5830.390000 sec): 3 clusters
  Score: Raw -1854809.667424 + Penalty 3137.716803 = -1851671.950621
  nChanged 2
		SP:Iteration 105Q (5830.420000 sec): 3 clusters
  Score: Raw -1854810.971233 + Penalty 3137.716803 = -1851673.254429
  nChanged 4
		SP:Iteration 106Q (5830.450000 sec): 3 clusters
  Score: Raw -1854812.151483 + Penalty 3137.716803 = -1851674.434680
  nChanged 0
		SP:Iteration 107F (5830.490000 sec): 3 clusters
  Score: Raw -1854812.151483 + Penalty 3137.716803 = -1851674.434680
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5830.530000 sec): 2 clusters
  Score: Raw -1296915.976353 + Penalty 1515.429585 = -1295400.546768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5830.550000 sec): 3 clusters
  Score: Raw -1290527.746859 + Penalty 3030.859170 = -1287496.887689
  nChanged 4946
		SP:Iteration 1F (5830.580000 sec): 3 clusters
  Score: Raw -1293074.685770 + Penalty 3030.859170 = -1290043.826600
  nChanged 715
		SP:Iteration 2F (5830.610000 sec): 3 clusters
  Score: Raw -1293384.922527 + Penalty 3030.859170 = -1290354.063357
  nChanged 620
		SP:Iteration 3F (5830.640000 sec): 3 clusters
  Score: Raw -1293693.055539 + Penalty 3030.859170 = -1290662.196369
  nChanged 664
		SP:Iteration 4F (5830.670000 sec): 3 clusters
  Score: Raw -1294074.052139 + Penalty 3030.859170 = -1291043.192969
  nChanged 757
		SP:Iteration 5F (5830.690000 sec): 3 clusters
  Score: Raw -1294615.465762 + Penalty 3030.859170 = -1291584.606592
  nChanged 793
		SP:Iteration 6F (5830.730000 sec): 3 clusters
  Score: Raw -1295253.518761 + Penalty 3030.859170 = -1292222.659591
  nChanged 708
		SP:Iteration 7F (5830.750000 sec): 3 clusters
  Score: Raw -1295837.937087 + Penalty 3030.859170 = -1292807.077917
  nChanged 525
		SP:Iteration 8Q (5830.780000 sec): 3 clusters
  Score: Raw -1296254.711886 + Penalty 3030.859170 = -1293223.852716
  nChanged 379
		SP:Iteration 9Q (5830.810000 sec): 3 clusters
  Score: Raw -1296543.721738 + Penalty 3030.859170 = -1293512.862568
  nChanged 245
		SP:Iteration 10Q (5830.840000 sec): 3 clusters
  Score: Raw -1296714.376899 + Penalty 3030.859170 = -1293683.517729
  nChanged 155
		SP:Iteration 11Q (5830.870000 sec): 3 clusters
  Score: Raw -1296826.892536 + Penalty 3030.859170 = -1293796.033366
  nChanged 112
		SP:Iteration 12Q (5830.890000 sec): 3 clusters
  Score: Raw -1296920.811382 + Penalty 3030.859170 = -1293889.952212
  nChanged 91
		SP:Iteration 13Q (5830.920000 sec): 3 clusters
  Score: Raw -1296987.616413 + Penalty 3030.859170 = -1293956.757243
  nChanged 56
		SP:Iteration 14Q (5830.950000 sec): 3 clusters
  Score: Raw -1297027.769316 + Penalty 3030.859170 = -1293996.910146
  nChanged 42
		SP:Iteration 15Q (5830.970000 sec): 3 clusters
  Score: Raw -1297061.589056 + Penalty 3030.859170 = -1294030.729886
  nChanged 34
		SP:Iteration 16Q (5830.990000 sec): 3 clusters
  Score: Raw -1297091.251888 + Penalty 3030.859170 = -1294060.392718
  nChanged 22
		SP:Iteration 17Q (5831.020000 sec): 3 clusters
  Score: Raw -1297108.807664 + Penalty 3030.859170 = -1294077.948494
  nChanged 18
		SP:Iteration 18Q (5831.040000 sec): 3 clusters
  Score: Raw -1297121.676495 + Penalty 3030.859170 = -1294090.817325
  nChanged 11
		SP:Iteration 19Q (5831.070000 sec): 3 clusters
  Score: Raw -1297129.582773 + Penalty 3030.859170 = -1294098.723603
  nChanged 10
		SP:Iteration 20F (5831.090000 sec): 3 clusters
  Score: Raw -1297139.223309 + Penalty 3030.859170 = -1294108.364139
  nChanged 15
		SP:Iteration 21Q (5831.120000 sec): 3 clusters
  Score: Raw -1297152.947039 + Penalty 3030.859170 = -1294122.087869
  nChanged 11
		SP:Iteration 22Q (5831.140000 sec): 3 clusters
  Score: Raw -1297162.719728 + Penalty 3030.859170 = -1294131.860558
  nChanged 8
		SP:Iteration 23Q (5831.170000 sec): 3 clusters
  Score: Raw -1297170.386386 + Penalty 3030.859170 = -1294139.527216
  nChanged 11
		SP:Iteration 24Q (5831.190000 sec): 3 clusters
  Score: Raw -1297179.884732 + Penalty 3030.859170 = -1294149.025562
  nChanged 12
		SP:Iteration 25Q (5831.210000 sec): 3 clusters
  Score: Raw -1297189.203316 + Penalty 3030.859170 = -1294158.344146
  nChanged 11
		SP:Iteration 26Q (5831.230000 sec): 3 clusters
  Score: Raw -1297197.366840 + Penalty 3030.859170 = -1294166.507670
  nChanged 5
		SP:Iteration 27Q (5831.250000 sec): 3 clusters
  Score: Raw -1297200.887589 + Penalty 3030.859170 = -1294170.028419
  nChanged 3
		SP:Iteration 28Q (5831.270000 sec): 3 clusters
  Score: Raw -1297203.416791 + Penalty 3030.859170 = -1294172.557621
  nChanged 3
		SP:Iteration 29Q (5831.290000 sec): 3 clusters
  Score: Raw -1297205.643558 + Penalty 3030.859170 = -1294174.784389
  nChanged 4
		SP:Iteration 30Q (5831.320000 sec): 3 clusters
  Score: Raw -1297208.721654 + Penalty 3030.859170 = -1294177.862484
  nChanged 2
		SP:Iteration 31Q (5831.340000 sec): 3 clusters
  Score: Raw -1297210.372687 + Penalty 3030.859170 = -1294179.513517
  nChanged 2
		SP:Iteration 32Q (5831.360000 sec): 3 clusters
  Score: Raw -1297211.391527 + Penalty 3030.859170 = -1294180.532357
  nChanged 2
		SP:Iteration 33Q (5831.390000 sec): 3 clusters
  Score: Raw -1297212.608648 + Penalty 3030.859170 = -1294181.749478
  nChanged 0
		SP:Iteration 34F (5831.410000 sec): 3 clusters
  Score: Raw -1297212.608648 + Penalty 3030.859170 = -1294181.749478
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5831.430000 sec): 2 clusters
  Score: Raw -382055.903835 + Penalty 1318.334465 = -380737.569370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5831.440000 sec): 3 clusters
  Score: Raw -380460.137950 + Penalty 2636.668931 = -377823.469020
  nChanged 1266
		SP:Iteration 1F (5831.450000 sec): 3 clusters
  Score: Raw -381184.335811 + Penalty 2636.668931 = -378547.666880
  nChanged 257
		SP:Iteration 2F (5831.450000 sec): 3 clusters
  Score: Raw -381378.461089 + Penalty 2636.668931 = -378741.792158
  nChanged 233
		SP:Iteration 3F (5831.470000 sec): 3 clusters
  Score: Raw -381562.616861 + Penalty 2636.668931 = -378925.947930
  nChanged 202
		SP:Iteration 4F (5831.470000 sec): 3 clusters
  Score: Raw -381748.154042 + Penalty 2636.668931 = -379111.485111
  nChanged 188
		SP:Iteration 5F (5831.480000 sec): 3 clusters
  Score: Raw -381913.669508 + Penalty 2636.668931 = -379277.000577
  nChanged 164
		SP:Iteration 6Q (5831.490000 sec): 3 clusters
  Score: Raw -382046.841855 + Penalty 2636.668931 = -379410.172924
  nChanged 136
		SP:Iteration 7Q (5831.500000 sec): 3 clusters
  Score: Raw -382139.479306 + Penalty 2636.668931 = -379502.810375
  nChanged 101
		SP:Iteration 8Q (5831.510000 sec): 3 clusters
  Score: Raw -382199.195720 + Penalty 2636.668931 = -379562.526790
  nChanged 63
		SP:Iteration 9Q (5831.510000 sec): 3 clusters
  Score: Raw -382235.893082 + Penalty 2636.668931 = -379599.224152
  nChanged 59
		SP:Iteration 10Q (5831.520000 sec): 3 clusters
  Score: Raw -382274.245100 + Penalty 2636.668931 = -379637.576169
  nChanged 50
		SP:Iteration 11Q (5831.530000 sec): 3 clusters
  Score: Raw -382303.284454 + Penalty 2636.668931 = -379666.615524
  nChanged 40
		SP:Iteration 12Q (5831.540000 sec): 3 clusters
  Score: Raw -382324.883164 + Penalty 2636.668931 = -379688.214234
  nChanged 31
		SP:Iteration 13Q (5831.550000 sec): 3 clusters
  Score: Raw -382345.753581 + Penalty 2636.668931 = -379709.084651
  nChanged 27
		SP:Iteration 14Q (5831.550000 sec): 3 clusters
  Score: Raw -382362.629608 + Penalty 2636.668931 = -379725.960678
  nChanged 23
		SP:Iteration 15Q (5831.560000 sec): 3 clusters
  Score: Raw -382379.467495 + Penalty 2636.668931 = -379742.798565
  nChanged 19
		SP:Iteration 16Q (5831.570000 sec): 3 clusters
  Score: Raw -382392.917462 + Penalty 2636.668931 = -379756.248531
  nChanged 18
		SP:Iteration 17Q (5831.580000 sec): 3 clusters
  Score: Raw -382408.570778 + Penalty 2636.668931 = -379771.901847
  nChanged 23
		SP:Iteration 18Q (5831.590000 sec): 3 clusters
  Score: Raw -382421.775889 + Penalty 2636.668931 = -379785.106959
  nChanged 21
		SP:Iteration 19Q (5831.590000 sec): 3 clusters
  Score: Raw -382442.770259 + Penalty 2636.668931 = -379806.101328
  nChanged 32
		SP:Iteration 20F (5831.600000 sec): 3 clusters
  Score: Raw -382470.567114 + Penalty 2636.668931 = -379833.898183
  nChanged 32
		SP:Iteration 21Q (5831.610000 sec): 3 clusters
  Score: Raw -382498.538203 + Penalty 2636.668931 = -379861.869273
  nChanged 35
		SP:Iteration 22Q (5831.620000 sec): 3 clusters
  Score: Raw -382523.327368 + Penalty 2636.668931 = -379886.658437
  nChanged 36
		SP:Iteration 23Q (5831.630000 sec): 3 clusters
  Score: Raw -382546.709325 + Penalty 2636.668931 = -379910.040394
  nChanged 24
		SP:Iteration 24Q (5831.630000 sec): 3 clusters
  Score: Raw -382566.194197 + Penalty 2636.668931 = -379929.525266
  nChanged 20
		SP:Iteration 25Q (5831.640000 sec): 3 clusters
  Score: Raw -382580.300210 + Penalty 2636.668931 = -379943.631279
  nChanged 16
		SP:Iteration 26Q (5831.650000 sec): 3 clusters
  Score: Raw -382587.963216 + Penalty 2636.668931 = -379951.294285
  nChanged 14
		SP:Iteration 27Q (5831.660000 sec): 3 clusters
  Score: Raw -382593.818581 + Penalty 2636.668931 = -379957.149651
  nChanged 3
		SP:Iteration 28Q (5831.670000 sec): 3 clusters
  Score: Raw -382594.409416 + Penalty 2636.668931 = -379957.740486
  nChanged 1
		SP:Iteration 29Q (5831.670000 sec): 3 clusters
  Score: Raw -382594.589322 + Penalty 2636.668931 = -379957.920392
  nChanged 2
		SP:Iteration 30Q (5831.680000 sec): 3 clusters
  Score: Raw -382595.380959 + Penalty 2636.668931 = -379958.712029
  nChanged 1
		SP:Iteration 31Q (5831.690000 sec): 3 clusters
  Score: Raw -382595.890805 + Penalty 2636.668931 = -379959.221874
  nChanged 2
		SP:Iteration 32Q (5831.690000 sec): 3 clusters
  Score: Raw -382597.188188 + Penalty 2636.668931 = -379960.519257
  nChanged 1
		SP:Iteration 33Q (5831.700000 sec): 3 clusters
  Score: Raw -382598.086004 + Penalty 2636.668931 = -379961.417074
  nChanged 3
		SP:Iteration 34Q (5831.710000 sec): 3 clusters
  Score: Raw -382598.847998 + Penalty 2636.668931 = -379962.179068
  nChanged 1
		SP:Iteration 35Q (5831.720000 sec): 3 clusters
  Score: Raw -382599.161365 + Penalty 2636.668931 = -379962.492435
  nChanged 0
		SP:Iteration 36F (5831.730000 sec): 3 clusters
  Score: Raw -382599.161365 + Penalty 2636.668931 = -379962.492435
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (13916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5831.770000 sec): 2 clusters
  Score: Raw -1595677.208071 + Penalty 1550.379112 = -1594126.828959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5831.810000 sec): 3 clusters
  Score: Raw -1587587.378415 + Penalty 3100.758224 = -1584486.620191
  nChanged 6132
		SP:Iteration 1F (5831.840000 sec): 3 clusters
  Score: Raw -1590846.468885 + Penalty 3100.758224 = -1587745.710660
  nChanged 773
		SP:Iteration 2F (5831.870000 sec): 3 clusters
  Score: Raw -1591176.681202 + Penalty 3100.758224 = -1588075.922977
  nChanged 679
		SP:Iteration 3Q (5831.910000 sec): 3 clusters
  Score: Raw -1591474.018936 + Penalty 3100.758224 = -1588373.260712
  nChanged 645
		SP:Iteration 4Q (5831.950000 sec): 3 clusters
  Score: Raw -1591762.180068 + Penalty 3100.758224 = -1588661.421844
  nChanged 624
		SP:Iteration 5Q (5831.980000 sec): 3 clusters
  Score: Raw -1592055.671370 + Penalty 3100.758224 = -1588954.913145
  nChanged 684
		SP:Iteration 6Q (5832.020000 sec): 3 clusters
  Score: Raw -1592402.430239 + Penalty 3100.758224 = -1589301.672014
  nChanged 777
		SP:Iteration 7F (5832.060000 sec): 3 clusters
  Score: Raw -1592874.384773 + Penalty 3100.758224 = -1589773.626549
  nChanged 870
		SP:Iteration 8F (5832.090000 sec): 3 clusters
  Score: Raw -1593520.860051 + Penalty 3100.758224 = -1590420.101827
  nChanged 874
		SP:Iteration 9F (5832.130000 sec): 3 clusters
  Score: Raw -1594213.200724 + Penalty 3100.758224 = -1591112.442500
  nChanged 750
		SP:Iteration 10F (5832.160000 sec): 3 clusters
  Score: Raw -1594824.940734 + Penalty 3100.758224 = -1591724.182510
  nChanged 529
		SP:Iteration 11Q (5832.200000 sec): 3 clusters
  Score: Raw -1595251.105018 + Penalty 3100.758224 = -1592150.346794
  nChanged 347
		SP:Iteration 12Q (5832.230000 sec): 3 clusters
  Score: Raw -1595535.500943 + Penalty 3100.758224 = -1592434.742718
  nChanged 203
		SP:Iteration 13Q (5832.260000 sec): 3 clusters
  Score: Raw -1595699.211340 + Penalty 3100.758224 = -1592598.453116
  nChanged 106
		SP:Iteration 14Q (5832.290000 sec): 3 clusters
  Score: Raw -1595791.781893 + Penalty 3100.758224 = -1592691.023669
  nChanged 69
		SP:Iteration 15Q (5832.320000 sec): 3 clusters
  Score: Raw -1595851.530135 + Penalty 3100.758224 = -1592750.771911
  nChanged 41
		SP:Iteration 16Q (5832.350000 sec): 3 clusters
  Score: Raw -1595890.199515 + Penalty 3100.758224 = -1592789.441290
  nChanged 23
		SP:Iteration 17Q (5832.380000 sec): 3 clusters
  Score: Raw -1595907.539031 + Penalty 3100.758224 = -1592806.780807
  nChanged 11
		SP:Iteration 18Q (5832.410000 sec): 3 clusters
  Score: Raw -1595913.273007 + Penalty 3100.758224 = -1592812.514782
  nChanged 7
		SP:Iteration 19Q (5832.430000 sec): 3 clusters
  Score: Raw -1595916.531707 + Penalty 3100.758224 = -1592815.773482
  nChanged 4
		SP:Iteration 20F (5832.470000 sec): 3 clusters
  Score: Raw -1595919.013731 + Penalty 3100.758224 = -1592818.255507
  nChanged 3
		SP:Iteration 21Q (5832.500000 sec): 3 clusters
  Score: Raw -1595920.306964 + Penalty 3100.758224 = -1592819.548739
  nChanged 2
		SP:Iteration 22Q (5832.530000 sec): 3 clusters
  Score: Raw -1595921.135794 + Penalty 3100.758224 = -1592820.377570
  nChanged 2
		SP:Iteration 23Q (5832.550000 sec): 3 clusters
  Score: Raw -1595923.301391 + Penalty 3100.758224 = -1592822.543167
  nChanged 3
		SP:Iteration 24Q (5832.580000 sec): 3 clusters
  Score: Raw -1595925.929304 + Penalty 3100.758224 = -1592825.171080
  nChanged 2
		SP:Iteration 25Q (5832.610000 sec): 3 clusters
  Score: Raw -1595926.609810 + Penalty 3100.758224 = -1592825.851585
  nChanged 2
		SP:Iteration 26Q (5832.630000 sec): 3 clusters
  Score: Raw -1595927.733766 + Penalty 3100.758224 = -1592826.975542
  nChanged 3
		SP:Iteration 27Q (5832.660000 sec): 3 clusters
  Score: Raw -1595929.445188 + Penalty 3100.758224 = -1592828.686964
  nChanged 3
		SP:Iteration 28Q (5832.690000 sec): 3 clusters
  Score: Raw -1595930.773798 + Penalty 3100.758224 = -1592830.015573
  nChanged 1
		SP:Iteration 29Q (5832.710000 sec): 3 clusters
  Score: Raw -1595931.540042 + Penalty 3100.758224 = -1592830.781818
  nChanged 2
		SP:Iteration 30Q (5832.740000 sec): 3 clusters
  Score: Raw -1595932.912207 + Penalty 3100.758224 = -1592832.153983
  nChanged 1
		SP:Iteration 31Q (5832.770000 sec): 3 clusters
  Score: Raw -1595933.434022 + Penalty 3100.758224 = -1592832.675798
  nChanged 2
		SP:Iteration 32Q (5832.790000 sec): 3 clusters
  Score: Raw -1595935.040073 + Penalty 3100.758224 = -1592834.281849
  nChanged 2
		SP:Iteration 33Q (5832.820000 sec): 3 clusters
  Score: Raw -1595936.216811 + Penalty 3100.758224 = -1592835.458587
  nChanged 3
		SP:Iteration 34Q (5832.850000 sec): 3 clusters
  Score: Raw -1595938.936134 + Penalty 3100.758224 = -1592838.177910
  nChanged 0
		SP:Iteration 35F (5832.880000 sec): 3 clusters
  Score: Raw -1595938.936134 + Penalty 3100.758224 = -1592838.177910
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 52 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5832.910000 sec): 2 clusters
  Score: Raw -443195.398239 + Penalty 1343.960328 = -441851.437911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5832.910000 sec): 3 clusters
  Score: Raw -441249.561278 + Penalty 2687.920656 = -438561.640622
  nChanged 1509
		SP:Iteration 1F (5832.920000 sec): 3 clusters
  Score: Raw -442074.900104 + Penalty 2687.920656 = -439386.979448
  nChanged 273
		SP:Iteration 2F (5832.930000 sec): 3 clusters
  Score: Raw -442208.451375 + Penalty 2687.920656 = -439520.530719
  nChanged 181
		SP:Iteration 3Q (5832.940000 sec): 3 clusters
  Score: Raw -442303.575367 + Penalty 2687.920656 = -439615.654711
  nChanged 168
		SP:Iteration 4Q (5832.950000 sec): 3 clusters
  Score: Raw -442387.321606 + Penalty 2687.920656 = -439699.400950
  nChanged 124
		SP:Iteration 5Q (5832.960000 sec): 3 clusters
  Score: Raw -442441.574271 + Penalty 2687.920656 = -439753.653616
  nChanged 100
		SP:Iteration 6Q (5832.970000 sec): 3 clusters
  Score: Raw -442482.977524 + Penalty 2687.920656 = -439795.056868
  nChanged 82
		SP:Iteration 7Q (5832.980000 sec): 3 clusters
  Score: Raw -442516.037134 + Penalty 2687.920656 = -439828.116478
  nChanged 77
		SP:Iteration 8Q (5832.990000 sec): 3 clusters
  Score: Raw -442544.747903 + Penalty 2687.920656 = -439856.827247
  nChanged 61
		SP:Iteration 9Q (5833.000000 sec): 3 clusters
  Score: Raw -442564.614343 + Penalty 2687.920656 = -439876.693687
  nChanged 52
		SP:Iteration 10Q (5833.010000 sec): 3 clusters
  Score: Raw -442587.416751 + Penalty 2687.920656 = -439899.496095
  nChanged 63
		SP:Iteration 11Q (5833.020000 sec): 3 clusters
  Score: Raw -442612.427979 + Penalty 2687.920656 = -439924.507324
  nChanged 56
		SP:Iteration 12Q (5833.030000 sec): 3 clusters
  Score: Raw -442632.252399 + Penalty 2687.920656 = -439944.331743
  nChanged 44
		SP:Iteration 13Q (5833.040000 sec): 3 clusters
  Score: Raw -442648.705500 + Penalty 2687.920656 = -439960.784844
  nChanged 41
		SP:Iteration 14Q (5833.050000 sec): 3 clusters
  Score: Raw -442663.386484 + Penalty 2687.920656 = -439975.465828
  nChanged 39
		SP:Iteration 15Q (5833.060000 sec): 3 clusters
  Score: Raw -442678.909518 + Penalty 2687.920656 = -439990.988862
  nChanged 40
		SP:Iteration 16Q (5833.070000 sec): 3 clusters
  Score: Raw -442693.770200 + Penalty 2687.920656 = -440005.849544
  nChanged 47
		SP:Iteration 17Q (5833.080000 sec): 3 clusters
  Score: Raw -442708.709695 + Penalty 2687.920656 = -440020.789039
  nChanged 49
		SP:Iteration 18Q (5833.090000 sec): 3 clusters
  Score: Raw -442728.127604 + Penalty 2687.920656 = -440040.206948
  nChanged 44
		SP:Iteration 19Q (5833.100000 sec): 3 clusters
  Score: Raw -442745.936302 + Penalty 2687.920656 = -440058.015646
  nChanged 37
		SP:Iteration 20F (5833.110000 sec): 3 clusters
  Score: Raw -442760.137986 + Penalty 2687.920656 = -440072.217330
  nChanged 46
		SP:Iteration 21Q (5833.120000 sec): 3 clusters
  Score: Raw -442780.433552 + Penalty 2687.920656 = -440092.512896
  nChanged 51
		SP:Iteration 22Q (5833.130000 sec): 3 clusters
  Score: Raw -442802.127760 + Penalty 2687.920656 = -440114.207104
  nChanged 59
		SP:Iteration 23Q (5833.140000 sec): 3 clusters
  Score: Raw -442832.925412 + Penalty 2687.920656 = -440145.004756
  nChanged 55
		SP:Iteration 24Q (5833.150000 sec): 3 clusters
  Score: Raw -442857.580996 + Penalty 2687.920656 = -440169.660340
  nChanged 69
		SP:Iteration 25Q (5833.160000 sec): 3 clusters
  Score: Raw -442891.157072 + Penalty 2687.920656 = -440203.236416
  nChanged 67
		SP:Iteration 26Q (5833.170000 sec): 3 clusters
  Score: Raw -442919.899446 + Penalty 2687.920656 = -440231.978790
  nChanged 58
		SP:Iteration 27Q (5833.180000 sec): 3 clusters
  Score: Raw -442949.081662 + Penalty 2687.920656 = -440261.161006
  nChanged 65
		SP:Iteration 28Q (5833.190000 sec): 3 clusters
  Score: Raw -442988.367597 + Penalty 2687.920656 = -440300.446941
  nChanged 65
		SP:Iteration 29Q (5833.190000 sec): 3 clusters
  Score: Raw -443033.955737 + Penalty 2687.920656 = -440346.035082
  nChanged 68
		SP:Iteration 30Q (5833.210000 sec): 3 clusters
  Score: Raw -443092.067192 + Penalty 2687.920656 = -440404.146536
  nChanged 81
		SP:Iteration 31Q (5833.210000 sec): 3 clusters
  Score: Raw -443158.288439 + Penalty 2687.920656 = -440470.367783
  nChanged 83
		SP:Iteration 32Q (5833.220000 sec): 3 clusters
  Score: Raw -443216.498656 + Penalty 2687.920656 = -440528.578000
  nChanged 86
		SP:Iteration 33Q (5833.230000 sec): 3 clusters
  Score: Raw -443275.621785 + Penalty 2687.920656 = -440587.701129
  nChanged 73
		SP:Iteration 34Q (5833.240000 sec): 3 clusters
  Score: Raw -443323.117501 + Penalty 2687.920656 = -440635.196845
  nChanged 46
		SP:Iteration 35Q (5833.250000 sec): 3 clusters
  Score: Raw -443352.007957 + Penalty 2687.920656 = -440664.087301
  nChanged 43
		SP:Iteration 36Q (5833.260000 sec): 3 clusters
  Score: Raw -443377.119153 + Penalty 2687.920656 = -440689.198497
  nChanged 44
		SP:Iteration 37Q (5833.270000 sec): 3 clusters
  Score: Raw -443401.076763 + Penalty 2687.920656 = -440713.156107
  nChanged 26
		SP:Iteration 38Q (5833.280000 sec): 3 clusters
  Score: Raw -443414.291016 + Penalty 2687.920656 = -440726.370360
  nChanged 25
		SP:Iteration 39Q (5833.290000 sec): 3 clusters
  Score: Raw -443425.465097 + Penalty 2687.920656 = -440737.544441
  nChanged 24
		SP:Iteration 40F (5833.290000 sec): 3 clusters
  Score: Raw -443441.136646 + Penalty 2687.920656 = -440753.215991
  nChanged 29
		SP:Iteration 41Q (5833.300000 sec): 3 clusters
  Score: Raw -443457.029242 + Penalty 2687.920656 = -440769.108587
  nChanged 27
		SP:Iteration 42Q (5833.310000 sec): 3 clusters
  Score: Raw -443470.615892 + Penalty 2687.920656 = -440782.695236
  nChanged 23
		SP:Iteration 43Q (5833.320000 sec): 3 clusters
  Score: Raw -443480.640274 + Penalty 2687.920656 = -440792.719618
  nChanged 17
		SP:Iteration 44Q (5833.330000 sec): 3 clusters
  Score: Raw -443489.257657 + Penalty 2687.920656 = -440801.337001
  nChanged 17
		SP:Iteration 45Q (5833.340000 sec): 3 clusters
  Score: Raw -443499.269462 + Penalty 2687.920656 = -440811.348806
  nChanged 14
		SP:Iteration 46Q (5833.350000 sec): 3 clusters
  Score: Raw -443506.326591 + Penalty 2687.920656 = -440818.405935
  nChanged 9
		SP:Iteration 47Q (5833.350000 sec): 3 clusters
  Score: Raw -443509.781938 + Penalty 2687.920656 = -440821.861282
  nChanged 5
		SP:Iteration 48Q (5833.360000 sec): 3 clusters
  Score: Raw -443511.789849 + Penalty 2687.920656 = -440823.869193
  nChanged 6
		SP:Iteration 49Q (5833.370000 sec): 3 clusters
  Score: Raw -443514.030142 + Penalty 2687.920656 = -440826.109486
  nChanged 4
		SP:Iteration 50Q (5833.380000 sec): 3 clusters
  Score: Raw -443515.179269 + Penalty 2687.920656 = -440827.258613
  nChanged 3
		SP:Iteration 51Q (5833.390000 sec): 3 clusters
  Score: Raw -443516.256809 + Penalty 2687.920656 = -440828.336153
  nChanged 3
		SP:Iteration 52Q (5833.400000 sec): 3 clusters
  Score: Raw -443517.547741 + Penalty 2687.920656 = -440829.627085
  nChanged 0
		SP:Iteration 53F (5833.410000 sec): 3 clusters
  Score: Raw -443517.547741 + Penalty 2687.920656 = -440829.627085
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 53 (10554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5833.440000 sec): 2 clusters
  Score: Raw -1187915.074821 + Penalty 1505.442285 = -1186409.632536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5833.470000 sec): 3 clusters
  Score: Raw -1181940.476018 + Penalty 3010.884570 = -1178929.591449
  nChanged 4523
		SP:Iteration 1F (5833.490000 sec): 3 clusters
  Score: Raw -1184645.876768 + Penalty 3010.884570 = -1181634.992199
  nChanged 838
		SP:Iteration 2F (5833.520000 sec): 3 clusters
  Score: Raw -1185330.254100 + Penalty 3010.884570 = -1182319.369530
  nChanged 810
		SP:Iteration 3F (5833.550000 sec): 3 clusters
  Score: Raw -1186062.342101 + Penalty 3010.884570 = -1183051.457531
  nChanged 795
		SP:Iteration 4F (5833.570000 sec): 3 clusters
  Score: Raw -1186711.840819 + Penalty 3010.884570 = -1183700.956250
  nChanged 670
		SP:Iteration 5F (5833.600000 sec): 3 clusters
  Score: Raw -1187202.295547 + Penalty 3010.884570 = -1184191.410978
  nChanged 544
		SP:Iteration 6F (5833.630000 sec): 3 clusters
  Score: Raw -1187561.524785 + Penalty 3010.884570 = -1184550.640216
  nChanged 442
		SP:Iteration 7Q (5833.650000 sec): 3 clusters
  Score: Raw -1187819.132826 + Penalty 3010.884570 = -1184808.248256
  nChanged 334
		SP:Iteration 8Q (5833.680000 sec): 3 clusters
  Score: Raw -1187994.326257 + Penalty 3010.884570 = -1184983.441687
  nChanged 268
		SP:Iteration 9Q (5833.700000 sec): 3 clusters
  Score: Raw -1188111.064921 + Penalty 3010.884570 = -1185100.180351
  nChanged 196
		SP:Iteration 10Q (5833.730000 sec): 3 clusters
  Score: Raw -1188182.944386 + Penalty 3010.884570 = -1185172.059816
  nChanged 167
		SP:Iteration 11Q (5833.750000 sec): 3 clusters
  Score: Raw -1188246.186983 + Penalty 3010.884570 = -1185235.302413
  nChanged 153
		SP:Iteration 12Q (5833.780000 sec): 3 clusters
  Score: Raw -1188299.584332 + Penalty 3010.884570 = -1185288.699763
  nChanged 120
		SP:Iteration 13Q (5833.810000 sec): 3 clusters
  Score: Raw -1188331.150572 + Penalty 3010.884570 = -1185320.266002
  nChanged 82
		SP:Iteration 14Q (5833.830000 sec): 3 clusters
  Score: Raw -1188353.447052 + Penalty 3010.884570 = -1185342.562482
  nChanged 91
		SP:Iteration 15Q (5833.860000 sec): 3 clusters
  Score: Raw -1188383.648467 + Penalty 3010.884570 = -1185372.763898
  nChanged 92
		SP:Iteration 16Q (5833.880000 sec): 3 clusters
  Score: Raw -1188412.351032 + Penalty 3010.884570 = -1185401.466463
  nChanged 78
		SP:Iteration 17Q (5833.910000 sec): 3 clusters
  Score: Raw -1188434.700962 + Penalty 3010.884570 = -1185423.816393
  nChanged 71
		SP:Iteration 18Q (5833.930000 sec): 3 clusters
  Score: Raw -1188455.900904 + Penalty 3010.884570 = -1185445.016335
  nChanged 60
		SP:Iteration 19Q (5833.960000 sec): 3 clusters
  Score: Raw -1188468.805062 + Penalty 3010.884570 = -1185457.920493
  nChanged 51
		SP:Iteration 20F (5833.990000 sec): 3 clusters
  Score: Raw -1188478.671970 + Penalty 3010.884570 = -1185467.787400
  nChanged 35
		SP:Iteration 21Q (5834.010000 sec): 3 clusters
  Score: Raw -1188483.994365 + Penalty 3010.884570 = -1185473.109796
  nChanged 28
		SP:Iteration 22Q (5834.030000 sec): 3 clusters
  Score: Raw -1188488.127579 + Penalty 3010.884570 = -1185477.243009
  nChanged 26
		SP:Iteration 23Q (5834.060000 sec): 3 clusters
  Score: Raw -1188492.869124 + Penalty 3010.884570 = -1185481.984554
  nChanged 33
		SP:Iteration 24Q (5834.090000 sec): 3 clusters
  Score: Raw -1188498.934824 + Penalty 3010.884570 = -1185488.050255
  nChanged 24
		SP:Iteration 25Q (5834.110000 sec): 3 clusters
  Score: Raw -1188502.798555 + Penalty 3010.884570 = -1185491.913986
  nChanged 27
		SP:Iteration 26Q (5834.140000 sec): 3 clusters
  Score: Raw -1188508.785494 + Penalty 3010.884570 = -1185497.900925
  nChanged 31
		SP:Iteration 27Q (5834.160000 sec): 3 clusters
  Score: Raw -1188514.768321 + Penalty 3010.884570 = -1185503.883752
  nChanged 28
		SP:Iteration 28Q (5834.190000 sec): 3 clusters
  Score: Raw -1188518.914359 + Penalty 3010.884570 = -1185508.029789
  nChanged 20
		SP:Iteration 29Q (5834.210000 sec): 3 clusters
  Score: Raw -1188522.156260 + Penalty 3010.884570 = -1185511.271690
  nChanged 12
		SP:Iteration 30Q (5834.240000 sec): 3 clusters
  Score: Raw -1188524.563682 + Penalty 3010.884570 = -1185513.679113
  nChanged 16
		SP:Iteration 31Q (5834.260000 sec): 3 clusters
  Score: Raw -1188528.418817 + Penalty 3010.884570 = -1185517.534247
  nChanged 24
		SP:Iteration 32Q (5834.290000 sec): 3 clusters
  Score: Raw -1188533.952193 + Penalty 3010.884570 = -1185523.067624
  nChanged 27
		SP:Iteration 33Q (5834.310000 sec): 3 clusters
  Score: Raw -1188538.224070 + Penalty 3010.884570 = -1185527.339500
  nChanged 21
		SP:Iteration 34Q (5834.340000 sec): 3 clusters
  Score: Raw -1188542.153213 + Penalty 3010.884570 = -1185531.268643
  nChanged 22
		SP:Iteration 35Q (5834.370000 sec): 3 clusters
  Score: Raw -1188548.152469 + Penalty 3010.884570 = -1185537.267899
  nChanged 31
		SP:Iteration 36Q (5834.390000 sec): 3 clusters
  Score: Raw -1188557.745219 + Penalty 3010.884570 = -1185546.860649
  nChanged 30
		SP:Iteration 37Q (5834.420000 sec): 3 clusters
  Score: Raw -1188577.141980 + Penalty 3010.884570 = -1185566.257410
  nChanged 49
		SP:Iteration 38Q (5834.440000 sec): 3 clusters
  Score: Raw -1188605.014532 + Penalty 3010.884570 = -1185594.129962
  nChanged 67
		SP:Iteration 39Q (5834.470000 sec): 3 clusters
  Score: Raw -1188653.670183 + Penalty 3010.884570 = -1185642.785614
  nChanged 84
		SP:Iteration 40F (5834.490000 sec): 3 clusters
  Score: Raw -1188706.673308 + Penalty 3010.884570 = -1185695.788739
  nChanged 105
		SP:Iteration 41Q (5834.520000 sec): 3 clusters
  Score: Raw -1188760.421638 + Penalty 3010.884570 = -1185749.537068
  nChanged 104
		SP:Iteration 42Q (5834.550000 sec): 3 clusters
  Score: Raw -1188825.341495 + Penalty 3010.884570 = -1185814.456926
  nChanged 95
		SP:Iteration 43Q (5834.570000 sec): 3 clusters
  Score: Raw -1188873.718813 + Penalty 3010.884570 = -1185862.834243
  nChanged 88
		SP:Iteration 44Q (5834.590000 sec): 3 clusters
  Score: Raw -1188898.958742 + Penalty 3010.884570 = -1185888.074172
  nChanged 61
		SP:Iteration 45Q (5834.620000 sec): 3 clusters
  Score: Raw -1188911.009484 + Penalty 3010.884570 = -1185900.124914
  nChanged 45
		SP:Iteration 46Q (5834.640000 sec): 3 clusters
  Score: Raw -1188918.471992 + Penalty 3010.884570 = -1185907.587423
  nChanged 33
		SP:Iteration 47Q (5834.670000 sec): 3 clusters
  Score: Raw -1188924.366376 + Penalty 3010.884570 = -1185913.481806
  nChanged 33
		SP:Iteration 48Q (5834.690000 sec): 3 clusters
  Score: Raw -1188929.152552 + Penalty 3010.884570 = -1185918.267982
  nChanged 15
		SP:Iteration 49Q (5834.710000 sec): 3 clusters
  Score: Raw -1188931.096115 + Penalty 3010.884570 = -1185920.211546
  nChanged 12
		SP:Iteration 50Q (5834.740000 sec): 3 clusters
  Score: Raw -1188932.500427 + Penalty 3010.884570 = -1185921.615858
  nChanged 9
		SP:Iteration 51Q (5834.760000 sec): 3 clusters
  Score: Raw -1188933.169004 + Penalty 3010.884570 = -1185922.284435
  nChanged 5
		SP:Iteration 52Q (5834.790000 sec): 3 clusters
  Score: Raw -1188933.631945 + Penalty 3010.884570 = -1185922.747375
  nChanged 4
		SP:Iteration 53Q (5834.810000 sec): 3 clusters
  Score: Raw -1188934.272656 + Penalty 3010.884570 = -1185923.388086
  nChanged 6
		SP:Iteration 54Q (5834.830000 sec): 3 clusters
  Score: Raw -1188935.081659 + Penalty 3010.884570 = -1185924.197089
  nChanged 8
		SP:Iteration 55Q (5834.860000 sec): 3 clusters
  Score: Raw -1188936.196865 + Penalty 3010.884570 = -1185925.312295
  nChanged 10
		SP:Iteration 56Q (5834.880000 sec): 3 clusters
  Score: Raw -1188937.687355 + Penalty 3010.884570 = -1185926.802786
  nChanged 6
		SP:Iteration 57Q (5834.910000 sec): 3 clusters
  Score: Raw -1188938.608940 + Penalty 3010.884570 = -1185927.724370
  nChanged 4
		SP:Iteration 58Q (5834.930000 sec): 3 clusters
  Score: Raw -1188939.072141 + Penalty 3010.884570 = -1185928.187572
  nChanged 4
		SP:Iteration 59Q (5834.950000 sec): 3 clusters
  Score: Raw -1188939.529160 + Penalty 3010.884570 = -1185928.644590
  nChanged 2
		SP:Iteration 60F (5834.980000 sec): 3 clusters
  Score: Raw -1188939.691201 + Penalty 3010.884570 = -1185928.806632
  nChanged 1
		SP:Iteration 61Q (5835.010000 sec): 3 clusters
  Score: Raw -1188939.758699 + Penalty 3010.884570 = -1185928.874129
  nChanged 2
		SP:Iteration 62Q (5835.030000 sec): 3 clusters
  Score: Raw -1188939.952123 + Penalty 3010.884570 = -1185929.067554
  nChanged 2
		SP:Iteration 63Q (5835.050000 sec): 3 clusters
  Score: Raw -1188940.237434 + Penalty 3010.884570 = -1185929.352865
  nChanged 3
		SP:Iteration 64Q (5835.080000 sec): 3 clusters
  Score: Raw -1188940.497226 + Penalty 3010.884570 = -1185929.612657
  nChanged 1
		SP:Iteration 65Q (5835.110000 sec): 3 clusters
  Score: Raw -1188940.614884 + Penalty 3010.884570 = -1185929.730314
  nChanged 1
		SP:Iteration 66Q (5835.130000 sec): 3 clusters
  Score: Raw -1188940.771714 + Penalty 3010.884570 = -1185929.887145
  nChanged 1
		SP:Iteration 67Q (5835.150000 sec): 3 clusters
  Score: Raw -1188940.883730 + Penalty 3010.884570 = -1185929.999160
  nChanged 3
		SP:Iteration 68Q (5835.180000 sec): 3 clusters
  Score: Raw -1188941.261720 + Penalty 3010.884570 = -1185930.377151
  nChanged 3
		SP:Iteration 69Q (5835.200000 sec): 3 clusters
  Score: Raw -1188941.648603 + Penalty 3010.884570 = -1185930.764033
  nChanged 3
		SP:Iteration 70Q (5835.230000 sec): 3 clusters
  Score: Raw -1188941.854270 + Penalty 3010.884570 = -1185930.969701
  nChanged 4
		SP:Iteration 71Q (5835.250000 sec): 3 clusters
  Score: Raw -1188942.118326 + Penalty 3010.884570 = -1185931.233756
  nChanged 1
		SP:Iteration 72Q (5835.270000 sec): 3 clusters
  Score: Raw -1188942.260002 + Penalty 3010.884570 = -1185931.375432
  nChanged 4
		SP:Iteration 73Q (5835.300000 sec): 3 clusters
  Score: Raw -1188942.675200 + Penalty 3010.884570 = -1185931.790631
  nChanged 4
		SP:Iteration 74Q (5835.320000 sec): 3 clusters
  Score: Raw -1188943.022544 + Penalty 3010.884570 = -1185932.137974
  nChanged 4
		SP:Iteration 75Q (5835.350000 sec): 3 clusters
  Score: Raw -1188943.476761 + Penalty 3010.884570 = -1185932.592191
  nChanged 5
		SP:Iteration 76Q (5835.370000 sec): 3 clusters
  Score: Raw -1188944.060672 + Penalty 3010.884570 = -1185933.176103
  nChanged 5
		SP:Iteration 77Q (5835.390000 sec): 3 clusters
  Score: Raw -1188944.752947 + Penalty 3010.884570 = -1185933.868377
  nChanged 1
		SP:Iteration 78Q (5835.420000 sec): 3 clusters
  Score: Raw -1188944.860134 + Penalty 3010.884570 = -1185933.975565
  nChanged 1
		SP:Iteration 79Q (5835.440000 sec): 3 clusters
  Score: Raw -1188944.972100 + Penalty 3010.884570 = -1185934.087531
  nChanged 0
		SP:Iteration 80F (5835.470000 sec): 3 clusters
  Score: Raw -1188944.972100 + Penalty 3010.884570 = -1185934.087531
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 54 (1510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5835.480000 sec): 2 clusters
  Score: Raw -141091.733387 + Penalty 1189.478051 = -139902.255336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5835.480000 sec): 3 clusters
  Score: Raw -140599.219225 + Penalty 2378.956102 = -138220.263122
  nChanged 524
		SP:Iteration 1F (5835.490000 sec): 3 clusters
  Score: Raw -141163.109558 + Penalty 2378.956102 = -138784.153456
  nChanged 170
		SP:Iteration 2F (5835.490000 sec): 3 clusters
  Score: Raw -141443.468954 + Penalty 2378.956102 = -139064.512852
  nChanged 106
		SP:Iteration 3F (5835.490000 sec): 3 clusters
  Score: Raw -141573.911791 + Penalty 2378.956102 = -139194.955688
  nChanged 68
		SP:Iteration 4Q (5835.500000 sec): 3 clusters
  Score: Raw -141651.890644 + Penalty 2378.956102 = -139272.934542
  nChanged 47
		SP:Iteration 5Q (5835.500000 sec): 3 clusters
  Score: Raw -141710.133713 + Penalty 2378.956102 = -139331.177611
  nChanged 37
		SP:Iteration 6Q (5835.510000 sec): 3 clusters
  Score: Raw -141743.418740 + Penalty 2378.956102 = -139364.462638
  nChanged 28
		SP:Iteration 7Q (5835.510000 sec): 3 clusters
  Score: Raw -141768.345279 + Penalty 2378.956102 = -139389.389177
  nChanged 25
		SP:Iteration 8Q (5835.510000 sec): 3 clusters
  Score: Raw -141792.453475 + Penalty 2378.956102 = -139413.497373
  nChanged 14
		SP:Iteration 9Q (5835.510000 sec): 3 clusters
  Score: Raw -141804.915438 + Penalty 2378.956102 = -139425.959336
  nChanged 12
		SP:Iteration 10Q (5835.520000 sec): 3 clusters
  Score: Raw -141815.720205 + Penalty 2378.956102 = -139436.764103
  nChanged 12
		SP:Iteration 11Q (5835.520000 sec): 3 clusters
  Score: Raw -141828.234226 + Penalty 2378.956102 = -139449.278123
  nChanged 16
		SP:Iteration 12Q (5835.530000 sec): 3 clusters
  Score: Raw -141841.325146 + Penalty 2378.956102 = -139462.369044
  nChanged 12
		SP:Iteration 13Q (5835.530000 sec): 3 clusters
  Score: Raw -141853.962741 + Penalty 2378.956102 = -139475.006639
  nChanged 11
		SP:Iteration 14Q (5835.530000 sec): 3 clusters
  Score: Raw -141869.339899 + Penalty 2378.956102 = -139490.383796
  nChanged 12
		SP:Iteration 15Q (5835.530000 sec): 3 clusters
  Score: Raw -141880.726150 + Penalty 2378.956102 = -139501.770047
  nChanged 5
		SP:Iteration 16Q (5835.540000 sec): 3 clusters
  Score: Raw -141884.148786 + Penalty 2378.956102 = -139505.192684
  nChanged 0
		SP:Iteration 17F (5835.540000 sec): 3 clusters
  Score: Raw -141884.148786 + Penalty 2378.956102 = -139505.192684
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 55 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5835.560000 sec): 2 clusters
  Score: Raw -572754.749219 + Penalty 1384.983671 = -571369.765548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5835.570000 sec): 3 clusters
  Score: Raw -570131.424560 + Penalty 2769.967342 = -567361.457219
  nChanged 2007
		SP:Iteration 1F (5835.590000 sec): 3 clusters
  Score: Raw -571212.776865 + Penalty 2769.967342 = -568442.809523
  nChanged 344
		SP:Iteration 2F (5835.600000 sec): 3 clusters
  Score: Raw -571392.980918 + Penalty 2769.967342 = -568623.013576
  nChanged 267
		SP:Iteration 3F (5835.610000 sec): 3 clusters
  Score: Raw -571517.526554 + Penalty 2769.967342 = -568747.559213
  nChanged 190
		SP:Iteration 4Q (5835.620000 sec): 3 clusters
  Score: Raw -571601.268865 + Penalty 2769.967342 = -568831.301523
  nChanged 168
		SP:Iteration 5Q (5835.640000 sec): 3 clusters
  Score: Raw -571670.353661 + Penalty 2769.967342 = -568900.386320
  nChanged 143
		SP:Iteration 6Q (5835.650000 sec): 3 clusters
  Score: Raw -571713.440366 + Penalty 2769.967342 = -568943.473024
  nChanged 92
		SP:Iteration 7Q (5835.660000 sec): 3 clusters
  Score: Raw -571746.334737 + Penalty 2769.967342 = -568976.367395
  nChanged 82
		SP:Iteration 8Q (5835.670000 sec): 3 clusters
  Score: Raw -571772.439391 + Penalty 2769.967342 = -569002.472049
  nChanged 56
		SP:Iteration 9Q (5835.690000 sec): 3 clusters
  Score: Raw -571791.805710 + Penalty 2769.967342 = -569021.838368
  nChanged 50
		SP:Iteration 10Q (5835.700000 sec): 3 clusters
  Score: Raw -571805.878523 + Penalty 2769.967342 = -569035.911181
  nChanged 49
		SP:Iteration 11Q (5835.710000 sec): 3 clusters
  Score: Raw -571820.531782 + Penalty 2769.967342 = -569050.564441
  nChanged 53
		SP:Iteration 12Q (5835.720000 sec): 3 clusters
  Score: Raw -571831.838554 + Penalty 2769.967342 = -569061.871212
  nChanged 38
		SP:Iteration 13Q (5835.730000 sec): 3 clusters
  Score: Raw -571838.633663 + Penalty 2769.967342 = -569068.666322
  nChanged 27
		SP:Iteration 14Q (5835.750000 sec): 3 clusters
  Score: Raw -571847.077800 + Penalty 2769.967342 = -569077.110458
  nChanged 30
		SP:Iteration 15Q (5835.760000 sec): 3 clusters
  Score: Raw -571854.778536 + Penalty 2769.967342 = -569084.811195
  nChanged 26
		SP:Iteration 16Q (5835.770000 sec): 3 clusters
  Score: Raw -571860.991979 + Penalty 2769.967342 = -569091.024637
  nChanged 27
		SP:Iteration 17Q (5835.790000 sec): 3 clusters
  Score: Raw -571867.300883 + Penalty 2769.967342 = -569097.333541
  nChanged 30
		SP:Iteration 18Q (5835.800000 sec): 3 clusters
  Score: Raw -571873.490463 + Penalty 2769.967342 = -569103.523122
  nChanged 18
		SP:Iteration 19Q (5835.810000 sec): 3 clusters
  Score: Raw -571876.797846 + Penalty 2769.967342 = -569106.830504
  nChanged 17
		SP:Iteration 20F (5835.820000 sec): 3 clusters
  Score: Raw -571879.528894 + Penalty 2769.967342 = -569109.561552
  nChanged 11
		SP:Iteration 21Q (5835.830000 sec): 3 clusters
  Score: Raw -571881.854983 + Penalty 2769.967342 = -569111.887641
  nChanged 10
		SP:Iteration 22Q (5835.850000 sec): 3 clusters
  Score: Raw -571883.456122 + Penalty 2769.967342 = -569113.488781
  nChanged 16
		SP:Iteration 23Q (5835.860000 sec): 3 clusters
  Score: Raw -571886.464688 + Penalty 2769.967342 = -569116.497346
  nChanged 17
		SP:Iteration 24Q (5835.870000 sec): 3 clusters
  Score: Raw -571889.816329 + Penalty 2769.967342 = -569119.848987
  nChanged 9
		SP:Iteration 25Q (5835.890000 sec): 3 clusters
  Score: Raw -571891.522345 + Penalty 2769.967342 = -569121.555004
  nChanged 8
		SP:Iteration 26Q (5835.900000 sec): 3 clusters
  Score: Raw -571892.904149 + Penalty 2769.967342 = -569122.936807
  nChanged 6
		SP:Iteration 27Q (5835.910000 sec): 3 clusters
  Score: Raw -571894.110617 + Penalty 2769.967342 = -569124.143275
  nChanged 4
		SP:Iteration 28Q (5835.920000 sec): 3 clusters
  Score: Raw -571894.527152 + Penalty 2769.967342 = -569124.559810
  nChanged 1
		SP:Iteration 29Q (5835.940000 sec): 3 clusters
  Score: Raw -571894.609858 + Penalty 2769.967342 = -569124.642516
  nChanged 0
		SP:Iteration 30F (5835.950000 sec): 3 clusters
  Score: Raw -571894.609858 + Penalty 2769.967342 = -569124.642516
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 56 (64972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5836.150000 sec): 2 clusters
  Score: Raw -7685721.920921 + Penalty 1800.778149 = -7683921.142772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5836.330000 sec): 3 clusters
  Score: Raw -7644073.665677 + Penalty 3601.556298 = -7640472.109379
  nChanged 30751
		SP:Iteration 1F (5836.490000 sec): 3 clusters
  Score: Raw -7661539.431715 + Penalty 3601.556298 = -7657937.875417
  nChanged 2130
		SP:Iteration 2Q (5836.670000 sec): 3 clusters
  Score: Raw -7662048.026738 + Penalty 3601.556298 = -7658446.470439
  nChanged 2173
		SP:Iteration 3Q (5836.850000 sec): 3 clusters
  Score: Raw -7662629.877294 + Penalty 3601.556298 = -7659028.320996
  nChanged 2411
		SP:Iteration 4Q (5837.020000 sec): 3 clusters
  Score: Raw -7663439.544145 + Penalty 3601.556298 = -7659837.987846
  nChanged 2879
		SP:Iteration 5Q (5837.190000 sec): 3 clusters
  Score: Raw -7664641.901405 + Penalty 3601.556298 = -7661040.345107
  nChanged 3538
		SP:Iteration 6F (5837.370000 sec): 3 clusters
  Score: Raw -7666579.766030 + Penalty 3601.556298 = -7662978.209732
  nChanged 4342
		SP:Iteration 7F (5837.540000 sec): 3 clusters
  Score: Raw -7669606.182896 + Penalty 3601.556298 = -7666004.626598
  nChanged 4894
		SP:Iteration 8F (5837.710000 sec): 3 clusters
  Score: Raw -7673637.057691 + Penalty 3601.556298 = -7670035.501392
  nChanged 4865
		SP:Iteration 9F (5837.880000 sec): 3 clusters
  Score: Raw -7678080.579671 + Penalty 3601.556298 = -7674479.023373
  nChanged 3796
		SP:Iteration 10F (5838.050000 sec): 3 clusters
  Score: Raw -7681555.766121 + Penalty 3601.556298 = -7677954.209823
  nChanged 2429
		SP:Iteration 11Q (5838.200000 sec): 3 clusters
  Score: Raw -7683740.832470 + Penalty 3601.556298 = -7680139.276172
  nChanged 1366
		SP:Iteration 12Q (5838.350000 sec): 3 clusters
  Score: Raw -7684943.713745 + Penalty 3601.556298 = -7681342.157447
  nChanged 625
		SP:Iteration 13Q (5838.490000 sec): 3 clusters
  Score: Raw -7685496.137630 + Penalty 3601.556298 = -7681894.581331
  nChanged 267
		SP:Iteration 14Q (5838.610000 sec): 3 clusters
  Score: Raw -7685734.835386 + Penalty 3601.556298 = -7682133.279088
  nChanged 127
		SP:Iteration 15Q (5838.730000 sec): 3 clusters
  Score: Raw -7685854.638249 + Penalty 3601.556298 = -7682253.081951
  nChanged 70
		SP:Iteration 16Q (5838.850000 sec): 3 clusters
  Score: Raw -7685927.590607 + Penalty 3601.556298 = -7682326.034309
  nChanged 43
		SP:Iteration 17Q (5838.970000 sec): 3 clusters
  Score: Raw -7685969.875525 + Penalty 3601.556298 = -7682368.319227
  nChanged 38
		SP:Iteration 18Q (5839.090000 sec): 3 clusters
  Score: Raw -7686005.344159 + Penalty 3601.556298 = -7682403.787861
  nChanged 36
		SP:Iteration 19Q (5839.210000 sec): 3 clusters
  Score: Raw -7686030.221877 + Penalty 3601.556298 = -7682428.665578
  nChanged 24
		SP:Iteration 20F (5839.370000 sec): 3 clusters
  Score: Raw -7686053.778044 + Penalty 3601.556298 = -7682452.221746
  nChanged 15
		SP:Iteration 21Q (5839.490000 sec): 3 clusters
  Score: Raw -7686063.841231 + Penalty 3601.556298 = -7682462.284933
  nChanged 9
		SP:Iteration 22Q (5839.610000 sec): 3 clusters
  Score: Raw -7686070.915201 + Penalty 3601.556298 = -7682469.358902
  nChanged 9
		SP:Iteration 23Q (5839.730000 sec): 3 clusters
  Score: Raw -7686077.661282 + Penalty 3601.556298 = -7682476.104984
  nChanged 6
		SP:Iteration 24Q (5839.850000 sec): 3 clusters
  Score: Raw -7686081.347516 + Penalty 3601.556298 = -7682479.791218
  nChanged 1
		SP:Iteration 25Q (5839.960000 sec): 3 clusters
  Score: Raw -7686082.024001 + Penalty 3601.556298 = -7682480.467702
  nChanged 1
		SP:Iteration 26Q (5840.080000 sec): 3 clusters
  Score: Raw -7686083.196945 + Penalty 3601.556298 = -7682481.640647
  nChanged 1
		SP:Iteration 27Q (5840.210000 sec): 3 clusters
  Score: Raw -7686083.784512 + Penalty 3601.556298 = -7682482.228214
  nChanged 0
		SP:Iteration 28F (5840.370000 sec): 3 clusters
  Score: Raw -7686083.784512 + Penalty 3601.556298 = -7682482.228214
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 57 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5840.410000 sec): 2 clusters
  Score: Raw -257484.921093 + Penalty 1262.798401 = -256222.122691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5840.420000 sec): 3 clusters
  Score: Raw -256405.384426 + Penalty 2525.596803 = -253879.787623
  nChanged 854
		SP:Iteration 1F (5840.430000 sec): 3 clusters
  Score: Raw -256963.175612 + Penalty 2525.596803 = -254437.578809
  nChanged 201
		SP:Iteration 2F (5840.430000 sec): 3 clusters
  Score: Raw -257111.265236 + Penalty 2525.596803 = -254585.668433
  nChanged 138
		SP:Iteration 3F (5840.440000 sec): 3 clusters
  Score: Raw -257209.445641 + Penalty 2525.596803 = -254683.848838
  nChanged 104
		SP:Iteration 4Q (5840.450000 sec): 3 clusters
  Score: Raw -257297.072291 + Penalty 2525.596803 = -254771.475488
  nChanged 90
		SP:Iteration 5Q (5840.450000 sec): 3 clusters
  Score: Raw -257368.707929 + Penalty 2525.596803 = -254843.111126
  nChanged 71
		SP:Iteration 6Q (5840.460000 sec): 3 clusters
  Score: Raw -257418.787130 + Penalty 2525.596803 = -254893.190327
  nChanged 63
		SP:Iteration 7Q (5840.460000 sec): 3 clusters
  Score: Raw -257455.289921 + Penalty 2525.596803 = -254929.693118
  nChanged 42
		SP:Iteration 8Q (5840.470000 sec): 3 clusters
  Score: Raw -257487.998214 + Penalty 2525.596803 = -254962.401411
  nChanged 41
		SP:Iteration 9Q (5840.470000 sec): 3 clusters
  Score: Raw -257521.095565 + Penalty 2525.596803 = -254995.498762
  nChanged 43
		SP:Iteration 10Q (5840.480000 sec): 3 clusters
  Score: Raw -257572.168018 + Penalty 2525.596803 = -255046.571215
  nChanged 39
		SP:Iteration 11Q (5840.490000 sec): 3 clusters
  Score: Raw -257610.180867 + Penalty 2525.596803 = -255084.584064
  nChanged 58
		SP:Iteration 12Q (5840.490000 sec): 3 clusters
  Score: Raw -257661.278591 + Penalty 2525.596803 = -255135.681789
  nChanged 56
		SP:Iteration 13Q (5840.500000 sec): 3 clusters
  Score: Raw -257720.137456 + Penalty 2525.596803 = -255194.540653
  nChanged 59
		SP:Iteration 14Q (5840.500000 sec): 3 clusters
  Score: Raw -257774.436349 + Penalty 2525.596803 = -255248.839546
  nChanged 55
		SP:Iteration 15Q (5840.510000 sec): 3 clusters
  Score: Raw -257840.898423 + Penalty 2525.596803 = -255315.301620
  nChanged 77
		SP:Iteration 16Q (5840.510000 sec): 3 clusters
  Score: Raw -257925.279779 + Penalty 2525.596803 = -255399.682976
  nChanged 76
		SP:Iteration 17Q (5840.520000 sec): 3 clusters
  Score: Raw -257996.365148 + Penalty 2525.596803 = -255470.768345
  nChanged 72
		SP:Iteration 18Q (5840.520000 sec): 3 clusters
  Score: Raw -258066.793169 + Penalty 2525.596803 = -255541.196366
  nChanged 65
		SP:Iteration 19Q (5840.530000 sec): 3 clusters
  Score: Raw -258122.715889 + Penalty 2525.596803 = -255597.119086
  nChanged 51
		SP:Iteration 20F (5840.530000 sec): 3 clusters
  Score: Raw -258171.443955 + Penalty 2525.596803 = -255645.847152
  nChanged 46
		SP:Iteration 21Q (5840.540000 sec): 3 clusters
  Score: Raw -258213.155549 + Penalty 2525.596803 = -255687.558746
  nChanged 43
		SP:Iteration 22Q (5840.540000 sec): 3 clusters
  Score: Raw -258254.754170 + Penalty 2525.596803 = -255729.157367
  nChanged 48
		SP:Iteration 23Q (5840.550000 sec): 3 clusters
  Score: Raw -258296.349180 + Penalty 2525.596803 = -255770.752377
  nChanged 30
		SP:Iteration 24Q (5840.550000 sec): 3 clusters
  Score: Raw -258324.237433 + Penalty 2525.596803 = -255798.640630
  nChanged 34
		SP:Iteration 25Q (5840.560000 sec): 3 clusters
  Score: Raw -258360.014185 + Penalty 2525.596803 = -255834.417382
  nChanged 32
		SP:Iteration 26Q (5840.570000 sec): 3 clusters
  Score: Raw -258392.380089 + Penalty 2525.596803 = -255866.783286
  nChanged 32
		SP:Iteration 27Q (5840.570000 sec): 3 clusters
  Score: Raw -258431.378531 + Penalty 2525.596803 = -255905.781729
  nChanged 37
		SP:Iteration 28Q (5840.570000 sec): 3 clusters
  Score: Raw -258476.295769 + Penalty 2525.596803 = -255950.698966
  nChanged 34
		SP:Iteration 29Q (5840.580000 sec): 3 clusters
  Score: Raw -258508.680490 + Penalty 2525.596803 = -255983.083687
  nChanged 20
		SP:Iteration 30Q (5840.590000 sec): 3 clusters
  Score: Raw -258525.630389 + Penalty 2525.596803 = -256000.033586
  nChanged 11
		SP:Iteration 31Q (5840.590000 sec): 3 clusters
  Score: Raw -258532.043894 + Penalty 2525.596803 = -256006.447091
  nChanged 3
		SP:Iteration 32Q (5840.590000 sec): 3 clusters
  Score: Raw -258534.242973 + Penalty 2525.596803 = -256008.646170
  nChanged 2
		SP:Iteration 33Q (5840.600000 sec): 3 clusters
  Score: Raw -258535.008611 + Penalty 2525.596803 = -256009.411808
  nChanged 0
		SP:Iteration 34F (5840.610000 sec): 3 clusters
  Score: Raw -258535.008611 + Penalty 2525.596803 = -256009.411808
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 58 (18999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5840.670000 sec): 2 clusters
  Score: Raw -2267731.673456 + Penalty 1600.973014 = -2266130.700442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5840.720000 sec): 3 clusters
  Score: Raw -2256349.497122 + Penalty 3201.946028 = -2253147.551094
  nChanged 8563
		SP:Iteration 1F (5840.770000 sec): 3 clusters
  Score: Raw -2261058.537225 + Penalty 3201.946028 = -2257856.591197
  nChanged 906
		SP:Iteration 2Q (5840.820000 sec): 3 clusters
  Score: Raw -2261391.919401 + Penalty 3201.946028 = -2258189.973372
  nChanged 842
		SP:Iteration 3Q (5840.870000 sec): 3 clusters
  Score: Raw -2261676.516166 + Penalty 3201.946028 = -2258474.570137
  nChanged 771
		SP:Iteration 4Q (5840.920000 sec): 3 clusters
  Score: Raw -2261914.004914 + Penalty 3201.946028 = -2258712.058885
  nChanged 649
		SP:Iteration 5Q (5840.970000 sec): 3 clusters
  Score: Raw -2262110.650890 + Penalty 3201.946028 = -2258908.704862
  nChanged 602
		SP:Iteration 6Q (5841.020000 sec): 3 clusters
  Score: Raw -2262307.377357 + Penalty 3201.946028 = -2259105.431329
  nChanged 638
		SP:Iteration 7Q (5841.070000 sec): 3 clusters
  Score: Raw -2262523.926720 + Penalty 3201.946028 = -2259321.980692
  nChanged 632
		SP:Iteration 8Q (5841.120000 sec): 3 clusters
  Score: Raw -2262752.714303 + Penalty 3201.946028 = -2259550.768275
  nChanged 617
		SP:Iteration 9Q (5841.170000 sec): 3 clusters
  Score: Raw -2263000.272915 + Penalty 3201.946028 = -2259798.326887
  nChanged 707
		SP:Iteration 10Q (5841.220000 sec): 3 clusters
  Score: Raw -2263330.286571 + Penalty 3201.946028 = -2260128.340543
  nChanged 760
		SP:Iteration 11Q (5841.270000 sec): 3 clusters
  Score: Raw -2263718.783500 + Penalty 3201.946028 = -2260516.837472
  nChanged 744
		SP:Iteration 12Q (5841.310000 sec): 3 clusters
  Score: Raw -2264122.966781 + Penalty 3201.946028 = -2260921.020753
  nChanged 727
		SP:Iteration 13Q (5841.370000 sec): 3 clusters
  Score: Raw -2264521.682179 + Penalty 3201.946028 = -2261319.736150
  nChanged 684
		SP:Iteration 14Q (5841.410000 sec): 3 clusters
  Score: Raw -2264838.625130 + Penalty 3201.946028 = -2261636.679102
  nChanged 510
		SP:Iteration 15Q (5841.460000 sec): 3 clusters
  Score: Raw -2265044.546173 + Penalty 3201.946028 = -2261842.600145
  nChanged 411
		SP:Iteration 16Q (5841.510000 sec): 3 clusters
  Score: Raw -2265165.271070 + Penalty 3201.946028 = -2261963.325042
  nChanged 305
		SP:Iteration 17Q (5841.560000 sec): 3 clusters
  Score: Raw -2265249.893994 + Penalty 3201.946028 = -2262047.947966
  nChanged 233
		SP:Iteration 18Q (5841.600000 sec): 3 clusters
  Score: Raw -2265308.362833 + Penalty 3201.946028 = -2262106.416805
  nChanged 195
		SP:Iteration 19Q (5841.650000 sec): 3 clusters
  Score: Raw -2265349.993590 + Penalty 3201.946028 = -2262148.047562
  nChanged 169
		SP:Iteration 20F (5841.700000 sec): 3 clusters
  Score: Raw -2265387.927712 + Penalty 3201.946028 = -2262185.981684
  nChanged 170
		SP:Iteration 21Q (5841.750000 sec): 3 clusters
  Score: Raw -2265422.841211 + Penalty 3201.946028 = -2262220.895183
  nChanged 154
		SP:Iteration 22Q (5841.800000 sec): 3 clusters
  Score: Raw -2265456.693708 + Penalty 3201.946028 = -2262254.747680
  nChanged 177
		SP:Iteration 23Q (5841.840000 sec): 3 clusters
  Score: Raw -2265496.836209 + Penalty 3201.946028 = -2262294.890181
  nChanged 166
		SP:Iteration 24Q (5841.890000 sec): 3 clusters
  Score: Raw -2265532.130835 + Penalty 3201.946028 = -2262330.184807
  nChanged 162
		SP:Iteration 25Q (5841.940000 sec): 3 clusters
  Score: Raw -2265564.321698 + Penalty 3201.946028 = -2262362.375670
  nChanged 145
		SP:Iteration 26Q (5841.980000 sec): 3 clusters
  Score: Raw -2265593.033164 + Penalty 3201.946028 = -2262391.087135
  nChanged 151
		SP:Iteration 27Q (5842.030000 sec): 3 clusters
  Score: Raw -2265623.010550 + Penalty 3201.946028 = -2262421.064522
  nChanged 135
		SP:Iteration 28Q (5842.080000 sec): 3 clusters
  Score: Raw -2265650.033190 + Penalty 3201.946028 = -2262448.087162
  nChanged 123
		SP:Iteration 29Q (5842.120000 sec): 3 clusters
  Score: Raw -2265673.042671 + Penalty 3201.946028 = -2262471.096643
  nChanged 132
		SP:Iteration 30Q (5842.160000 sec): 3 clusters
  Score: Raw -2265698.680449 + Penalty 3201.946028 = -2262496.734420
  nChanged 150
		SP:Iteration 31Q (5842.210000 sec): 3 clusters
  Score: Raw -2265731.419567 + Penalty 3201.946028 = -2262529.473539
  nChanged 156
		SP:Iteration 32Q (5842.260000 sec): 3 clusters
  Score: Raw -2265766.533280 + Penalty 3201.946028 = -2262564.587252
  nChanged 143
		SP:Iteration 33Q (5842.300000 sec): 3 clusters
  Score: Raw -2265794.958634 + Penalty 3201.946028 = -2262593.012606
  nChanged 143
		SP:Iteration 34Q (5842.340000 sec): 3 clusters
  Score: Raw -2265822.844390 + Penalty 3201.946028 = -2262620.898362
  nChanged 136
		SP:Iteration 35Q (5842.390000 sec): 3 clusters
  Score: Raw -2265851.853983 + Penalty 3201.946028 = -2262649.907955
  nChanged 155
		SP:Iteration 36Q (5842.430000 sec): 3 clusters
  Score: Raw -2265890.034762 + Penalty 3201.946028 = -2262688.088733
  nChanged 159
		SP:Iteration 37Q (5842.480000 sec): 3 clusters
  Score: Raw -2265929.189297 + Penalty 3201.946028 = -2262727.243269
  nChanged 160
		SP:Iteration 38Q (5842.520000 sec): 3 clusters
  Score: Raw -2265967.047191 + Penalty 3201.946028 = -2262765.101162
  nChanged 161
		SP:Iteration 39Q (5842.560000 sec): 3 clusters
  Score: Raw -2266006.792569 + Penalty 3201.946028 = -2262804.846541
  nChanged 140
		SP:Iteration 40F (5842.620000 sec): 3 clusters
  Score: Raw -2266042.707064 + Penalty 3201.946028 = -2262840.761036
  nChanged 161
		SP:Iteration 41Q (5842.660000 sec): 3 clusters
  Score: Raw -2266086.737320 + Penalty 3201.946028 = -2262884.791292
  nChanged 160
		SP:Iteration 42Q (5842.700000 sec): 3 clusters
  Score: Raw -2266128.392555 + Penalty 3201.946028 = -2262926.446527
  nChanged 170
		SP:Iteration 43Q (5842.740000 sec): 3 clusters
  Score: Raw -2266175.334283 + Penalty 3201.946028 = -2262973.388255
  nChanged 170
		SP:Iteration 44Q (5842.790000 sec): 3 clusters
  Score: Raw -2266227.593060 + Penalty 3201.946028 = -2263025.647032
  nChanged 191
		SP:Iteration 45Q (5842.830000 sec): 3 clusters
  Score: Raw -2266302.025604 + Penalty 3201.946028 = -2263100.079576
  nChanged 219
		SP:Iteration 46Q (5842.870000 sec): 3 clusters
  Score: Raw -2266384.500517 + Penalty 3201.946028 = -2263182.554489
  nChanged 225
		SP:Iteration 47Q (5842.910000 sec): 3 clusters
  Score: Raw -2266477.225188 + Penalty 3201.946028 = -2263275.279160
  nChanged 246
		SP:Iteration 48Q (5842.960000 sec): 3 clusters
  Score: Raw -2266602.913069 + Penalty 3201.946028 = -2263400.967041
  nChanged 239
		SP:Iteration 49Q (5843.000000 sec): 3 clusters
  Score: Raw -2266732.126073 + Penalty 3201.946028 = -2263530.180044
  nChanged 231
		SP:Iteration 50Q (5843.040000 sec): 3 clusters
  Score: Raw -2266850.142371 + Penalty 3201.946028 = -2263648.196343
  nChanged 218
		SP:Iteration 51Q (5843.080000 sec): 3 clusters
  Score: Raw -2266955.957996 + Penalty 3201.946028 = -2263754.011968
  nChanged 204
		SP:Iteration 52Q (5843.120000 sec): 3 clusters
  Score: Raw -2267054.460687 + Penalty 3201.946028 = -2263852.514658
  nChanged 181
		SP:Iteration 53Q (5843.160000 sec): 3 clusters
  Score: Raw -2267146.751599 + Penalty 3201.946028 = -2263944.805571
  nChanged 187
		SP:Iteration 54Q (5843.190000 sec): 3 clusters
  Score: Raw -2267251.145475 + Penalty 3201.946028 = -2264049.199447
  nChanged 182
		SP:Iteration 55Q (5843.230000 sec): 3 clusters
  Score: Raw -2267363.888328 + Penalty 3201.946028 = -2264161.942300
  nChanged 156
		SP:Iteration 56Q (5843.270000 sec): 3 clusters
  Score: Raw -2267452.090111 + Penalty 3201.946028 = -2264250.144083
  nChanged 128
		SP:Iteration 57Q (5843.310000 sec): 3 clusters
  Score: Raw -2267526.268328 + Penalty 3201.946028 = -2264324.322300
  nChanged 111
		SP:Iteration 58Q (5843.340000 sec): 3 clusters
  Score: Raw -2267606.221742 + Penalty 3201.946028 = -2264404.275714
  nChanged 104
		SP:Iteration 59Q (5843.380000 sec): 3 clusters
  Score: Raw -2267687.518023 + Penalty 3201.946028 = -2264485.571995
  nChanged 82
		SP:Iteration 60F (5843.430000 sec): 3 clusters
  Score: Raw -2267739.625421 + Penalty 3201.946028 = -2264537.679393
  nChanged 59
		SP:Iteration 61Q (5843.460000 sec): 3 clusters
  Score: Raw -2267785.012779 + Penalty 3201.946028 = -2264583.066751
  nChanged 51
		SP:Iteration 62Q (5843.500000 sec): 3 clusters
  Score: Raw -2267822.643752 + Penalty 3201.946028 = -2264620.697724
  nChanged 47
		SP:Iteration 63Q (5843.530000 sec): 3 clusters
  Score: Raw -2267857.097364 + Penalty 3201.946028 = -2264655.151336
  nChanged 36
		SP:Iteration 64Q (5843.560000 sec): 3 clusters
  Score: Raw -2267882.495085 + Penalty 3201.946028 = -2264680.549057
  nChanged 32
		SP:Iteration 65Q (5843.600000 sec): 3 clusters
  Score: Raw -2267902.496756 + Penalty 3201.946028 = -2264700.550728
  nChanged 23
		SP:Iteration 66Q (5843.630000 sec): 3 clusters
  Score: Raw -2267915.253969 + Penalty 3201.946028 = -2264713.307940
  nChanged 13
		SP:Iteration 67Q (5843.660000 sec): 3 clusters
  Score: Raw -2267924.141169 + Penalty 3201.946028 = -2264722.195141
  nChanged 11
		SP:Iteration 68Q (5843.700000 sec): 3 clusters
  Score: Raw -2267930.238361 + Penalty 3201.946028 = -2264728.292333
  nChanged 7
		SP:Iteration 69Q (5843.730000 sec): 3 clusters
  Score: Raw -2267933.919300 + Penalty 3201.946028 = -2264731.973272
  nChanged 5
		SP:Iteration 70Q (5843.760000 sec): 3 clusters
  Score: Raw -2267937.508036 + Penalty 3201.946028 = -2264735.562008
  nChanged 7
		SP:Iteration 71Q (5843.800000 sec): 3 clusters
  Score: Raw -2267941.736859 + Penalty 3201.946028 = -2264739.790831
  nChanged 5
		SP:Iteration 72Q (5843.830000 sec): 3 clusters
  Score: Raw -2267944.501520 + Penalty 3201.946028 = -2264742.555492
  nChanged 1
		SP:Iteration 73Q (5843.870000 sec): 3 clusters
  Score: Raw -2267945.394421 + Penalty 3201.946028 = -2264743.448393
  nChanged 1
		SP:Iteration 74Q (5843.900000 sec): 3 clusters
  Score: Raw -2267945.779554 + Penalty 3201.946028 = -2264743.833526
  nChanged 0
		SP:Iteration 75F (5843.950000 sec): 3 clusters
  Score: Raw -2267945.779554 + Penalty 3201.946028 = -2264743.833526
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 59 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5843.960000 sec): 2 clusters
  Score: Raw -41572.680899 + Penalty 980.765733 = -40591.915166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5843.960000 sec): 3 clusters
  Score: Raw -41594.520805 + Penalty 1961.531466 = -39632.989339
  nChanged 98
		SP:Iteration 1F (5843.960000 sec): 3 clusters
  Score: Raw -41747.070828 + Penalty 1961.531466 = -39785.539362
  nChanged 23
		SP:Iteration 2F (5843.960000 sec): 3 clusters
  Score: Raw -41815.423497 + Penalty 1961.531466 = -39853.892031
  nChanged 11
		SP:Iteration 3Q (5843.960000 sec): 3 clusters
  Score: Raw -41859.978603 + Penalty 1961.531466 = -39898.447137
  nChanged 8
		SP:Iteration 4Q (5843.960000 sec): 3 clusters
  Score: Raw -41873.863414 + Penalty 1961.531466 = -39912.331948
  nChanged 5
		SP:Iteration 5Q (5843.970000 sec): 3 clusters
  Score: Raw -41880.749641 + Penalty 1961.531466 = -39919.218176
  nChanged 4
		SP:Iteration 6Q (5843.970000 sec): 3 clusters
  Score: Raw -41894.587024 + Penalty 1961.531466 = -39933.055558
  nChanged 0
		SP:Iteration 7F (5843.970000 sec): 3 clusters
  Score: Raw -41894.587024 + Penalty 1961.531466 = -39933.055558
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 60 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5843.970000 sec): 2 clusters
  Score: Raw -43862.768430 + Penalty 976.830916 = -42885.937514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5843.980000 sec): 3 clusters
  Score: Raw -43879.937323 + Penalty 1953.661832 = -41926.275492
  nChanged 85
		SP:Iteration 1F (5843.980000 sec): 3 clusters
  Score: Raw -44014.294742 + Penalty 1953.661832 = -42060.632910
  nChanged 27
		SP:Iteration 2F (5843.980000 sec): 3 clusters
  Score: Raw -44087.598626 + Penalty 1953.661832 = -42133.936794
  nChanged 20
		SP:Iteration 3Q (5843.980000 sec): 3 clusters
  Score: Raw -44190.731664 + Penalty 1953.661832 = -42237.069832
  nChanged 15
		SP:Iteration 4Q (5843.980000 sec): 3 clusters
  Score: Raw -44274.449336 + Penalty 1953.661832 = -42320.787504
  nChanged 11
		SP:Iteration 5Q (5843.980000 sec): 3 clusters
  Score: Raw -44291.775187 + Penalty 1953.661832 = -42338.113355
  nChanged 6
		SP:Iteration 6Q (5843.980000 sec): 3 clusters
  Score: Raw -44300.801467 + Penalty 1953.661832 = -42347.139635
  nChanged 8
		SP:Iteration 7Q (5843.980000 sec): 3 clusters
  Score: Raw -44316.602451 + Penalty 1953.661832 = -42362.940619
  nChanged 3
		SP:Iteration 8Q (5843.980000 sec): 3 clusters
  Score: Raw -44319.836721 + Penalty 1953.661832 = -42366.174889
  nChanged 2
		SP:Iteration 9Q (5843.980000 sec): 3 clusters
  Score: Raw -44322.773236 + Penalty 1953.661832 = -42369.111405
  nChanged 2
		SP:Iteration 10Q (5843.980000 sec): 3 clusters
  Score: Raw -44324.429844 + Penalty 1953.661832 = -42370.768012
  nChanged 1
		SP:Iteration 11Q (5843.980000 sec): 3 clusters
  Score: Raw -44325.670867 + Penalty 1953.661832 = -42372.009035
  nChanged 1
		SP:Iteration 12Q (5843.990000 sec): 3 clusters
  Score: Raw -44327.799642 + Penalty 1953.661832 = -42374.137810
  nChanged 2
		SP:Iteration 13Q (5843.990000 sec): 3 clusters
  Score: Raw -44336.012366 + Penalty 1953.661832 = -42382.350534
  nChanged 6
		SP:Iteration 14Q (5843.990000 sec): 3 clusters
  Score: Raw -44346.939895 + Penalty 1953.661832 = -42393.278063
  nChanged 3
		SP:Iteration 15Q (5843.990000 sec): 3 clusters
  Score: Raw -44356.706053 + Penalty 1953.661832 = -42403.044222
  nChanged 4
		SP:Iteration 16Q (5843.990000 sec): 3 clusters
  Score: Raw -44365.037539 + Penalty 1953.661832 = -42411.375707
  nChanged 3
		SP:Iteration 17Q (5843.990000 sec): 3 clusters
  Score: Raw -44382.440909 + Penalty 1953.661832 = -42428.779078
  nChanged 4
		SP:Iteration 18Q (5843.990000 sec): 3 clusters
  Score: Raw -44390.359326 + Penalty 1953.661832 = -42436.697494
  nChanged 4
		SP:Iteration 19Q (5843.990000 sec): 3 clusters
  Score: Raw -44399.356777 + Penalty 1953.661832 = -42445.694945
  nChanged 5
		SP:Iteration 20F (5844.000000 sec): 3 clusters
  Score: Raw -44412.986886 + Penalty 1953.661832 = -42459.325055
  nChanged 7
		SP:Iteration 21Q (5844.000000 sec): 3 clusters
  Score: Raw -44433.120507 + Penalty 1953.661832 = -42479.458675
  nChanged 6
		SP:Iteration 22Q (5844.000000 sec): 3 clusters
  Score: Raw -44449.318085 + Penalty 1953.661832 = -42495.656254
  nChanged 5
		SP:Iteration 23Q (5844.000000 sec): 3 clusters
  Score: Raw -44459.485397 + Penalty 1953.661832 = -42505.823566
  nChanged 4
		SP:Iteration 24Q (5844.000000 sec): 3 clusters
  Score: Raw -44469.056292 + Penalty 1953.661832 = -42515.394460
  nChanged 3
		SP:Iteration 25Q (5844.000000 sec): 3 clusters
  Score: Raw -44492.248394 + Penalty 1953.661832 = -42538.586562
  nChanged 5
		SP:Iteration 26Q (5844.000000 sec): 3 clusters
  Score: Raw -44505.213353 + Penalty 1953.661832 = -42551.551521
  nChanged 3
		SP:Iteration 27Q (5844.000000 sec): 3 clusters
  Score: Raw -44515.836046 + Penalty 1953.661832 = -42562.174215
  nChanged 3
		SP:Iteration 28Q (5844.000000 sec): 3 clusters
  Score: Raw -44526.523335 + Penalty 1953.661832 = -42572.861504
  nChanged 1
		SP:Iteration 29Q (5844.000000 sec): 3 clusters
  Score: Raw -44528.609261 + Penalty 1953.661832 = -42574.947429
  nChanged 2
		SP:Iteration 30Q (5844.000000 sec): 3 clusters
  Score: Raw -44534.661956 + Penalty 1953.661832 = -42581.000125
  nChanged 2
		SP:Iteration 31Q (5844.000000 sec): 3 clusters
  Score: Raw -44542.087232 + Penalty 1953.661832 = -42588.425400
  nChanged 1
		SP:Iteration 32Q (5844.000000 sec): 3 clusters
  Score: Raw -44545.547239 + Penalty 1953.661832 = -42591.885407
  nChanged 2
		SP:Iteration 33Q (5844.000000 sec): 3 clusters
  Score: Raw -44554.651085 + Penalty 1953.661832 = -42600.989253
  nChanged 4
		SP:Iteration 34Q (5844.010000 sec): 3 clusters
  Score: Raw -44575.175529 + Penalty 1953.661832 = -42621.513698
  nChanged 4
		SP:Iteration 35Q (5844.010000 sec): 3 clusters
  Score: Raw -44587.833448 + Penalty 1953.661832 = -42634.171616
  nChanged 3
		SP:Iteration 36Q (5844.010000 sec): 3 clusters
  Score: Raw -44598.715891 + Penalty 1953.661832 = -42645.054059
  nChanged 1
		SP:Iteration 37Q (5844.010000 sec): 3 clusters
  Score: Raw -44604.158615 + Penalty 1953.661832 = -42650.496784
  nChanged 0
		SP:Iteration 38F (5844.010000 sec): 3 clusters
  Score: Raw -44604.158615 + Penalty 1953.661832 = -42650.496784
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 61 (20130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5844.080000 sec): 2 clusters
  Score: Raw -2309161.078431 + Penalty 1610.369559 = -2307550.708871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5844.130000 sec): 3 clusters
  Score: Raw -2297057.756477 + Penalty 3220.739119 = -2293837.017358
  nChanged 9190
		SP:Iteration 1F (5844.180000 sec): 3 clusters
  Score: Raw -2302355.264843 + Penalty 3220.739119 = -2299134.525724
  nChanged 1200
		SP:Iteration 2F (5844.230000 sec): 3 clusters
  Score: Raw -2302943.959556 + Penalty 3220.739119 = -2299723.220438
  nChanged 1240
		SP:Iteration 3F (5844.280000 sec): 3 clusters
  Score: Raw -2303591.630371 + Penalty 3220.739119 = -2300370.891253
  nChanged 1287
		SP:Iteration 4F (5844.330000 sec): 3 clusters
  Score: Raw -2304242.836715 + Penalty 3220.739119 = -2301022.097596
  nChanged 1113
		SP:Iteration 5F (5844.380000 sec): 3 clusters
  Score: Raw -2304767.413875 + Penalty 3220.739119 = -2301546.674756
  nChanged 984
		SP:Iteration 6Q (5844.440000 sec): 3 clusters
  Score: Raw -2305176.593781 + Penalty 3220.739119 = -2301955.854662
  nChanged 805
		SP:Iteration 7Q (5844.490000 sec): 3 clusters
  Score: Raw -2305468.819371 + Penalty 3220.739119 = -2302248.080252
  nChanged 656
		SP:Iteration 8Q (5844.540000 sec): 3 clusters
  Score: Raw -2305686.134704 + Penalty 3220.739119 = -2302465.395585
  nChanged 567
		SP:Iteration 9Q (5844.600000 sec): 3 clusters
  Score: Raw -2305836.046299 + Penalty 3220.739119 = -2302615.307181
  nChanged 403
		SP:Iteration 10Q (5844.650000 sec): 3 clusters
  Score: Raw -2305931.283102 + Penalty 3220.739119 = -2302710.543983
  nChanged 335
		SP:Iteration 11Q (5844.700000 sec): 3 clusters
  Score: Raw -2306012.460792 + Penalty 3220.739119 = -2302791.721673
  nChanged 322
		SP:Iteration 12Q (5844.760000 sec): 3 clusters
  Score: Raw -2306089.069452 + Penalty 3220.739119 = -2302868.330333
  nChanged 338
		SP:Iteration 13Q (5844.810000 sec): 3 clusters
  Score: Raw -2306175.896333 + Penalty 3220.739119 = -2302955.157214
  nChanged 346
		SP:Iteration 14Q (5844.860000 sec): 3 clusters
  Score: Raw -2306265.730903 + Penalty 3220.739119 = -2303044.991784
  nChanged 350
		SP:Iteration 15Q (5844.920000 sec): 3 clusters
  Score: Raw -2306363.375723 + Penalty 3220.739119 = -2303142.636604
  nChanged 382
		SP:Iteration 16Q (5844.970000 sec): 3 clusters
  Score: Raw -2306484.158004 + Penalty 3220.739119 = -2303263.418885
  nChanged 440
		SP:Iteration 17Q (5845.020000 sec): 3 clusters
  Score: Raw -2306648.336841 + Penalty 3220.739119 = -2303427.597722
  nChanged 530
		SP:Iteration 18Q (5845.080000 sec): 3 clusters
  Score: Raw -2306885.609070 + Penalty 3220.739119 = -2303664.869951
  nChanged 607
		SP:Iteration 19Q (5845.130000 sec): 3 clusters
  Score: Raw -2307203.033389 + Penalty 3220.739119 = -2303982.294270
  nChanged 643
		SP:Iteration 20F (5845.180000 sec): 3 clusters
  Score: Raw -2307573.659122 + Penalty 3220.739119 = -2304352.920003
  nChanged 605
		SP:Iteration 21Q (5845.230000 sec): 3 clusters
  Score: Raw -2307960.003319 + Penalty 3220.739119 = -2304739.264200
  nChanged 556
		SP:Iteration 22Q (5845.280000 sec): 3 clusters
  Score: Raw -2308338.249626 + Penalty 3220.739119 = -2305117.510508
  nChanged 459
		SP:Iteration 23Q (5845.340000 sec): 3 clusters
  Score: Raw -2308655.753070 + Penalty 3220.739119 = -2305435.013952
  nChanged 335
		SP:Iteration 24Q (5845.380000 sec): 3 clusters
  Score: Raw -2308893.255666 + Penalty 3220.739119 = -2305672.516548
  nChanged 228
		SP:Iteration 25Q (5845.440000 sec): 3 clusters
  Score: Raw -2309060.940682 + Penalty 3220.739119 = -2305840.201563
  nChanged 150
		SP:Iteration 26Q (5845.480000 sec): 3 clusters
  Score: Raw -2309184.841837 + Penalty 3220.739119 = -2305964.102719
  nChanged 102
		SP:Iteration 27Q (5845.530000 sec): 3 clusters
  Score: Raw -2309269.351462 + Penalty 3220.739119 = -2306048.612343
  nChanged 72
		SP:Iteration 28Q (5845.570000 sec): 3 clusters
  Score: Raw -2309324.381061 + Penalty 3220.739119 = -2306103.641942
  nChanged 44
		SP:Iteration 29Q (5845.610000 sec): 3 clusters
  Score: Raw -2309356.959811 + Penalty 3220.739119 = -2306136.220693
  nChanged 28
		SP:Iteration 30Q (5845.650000 sec): 3 clusters
  Score: Raw -2309378.788219 + Penalty 3220.739119 = -2306158.049101
  nChanged 18
		SP:Iteration 31Q (5845.690000 sec): 3 clusters
  Score: Raw -2309393.626214 + Penalty 3220.739119 = -2306172.887096
  nChanged 15
		SP:Iteration 32Q (5845.730000 sec): 3 clusters
  Score: Raw -2309408.255096 + Penalty 3220.739119 = -2306187.515978
  nChanged 9
		SP:Iteration 33Q (5845.770000 sec): 3 clusters
  Score: Raw -2309415.915549 + Penalty 3220.739119 = -2306195.176431
  nChanged 6
		SP:Iteration 34Q (5845.810000 sec): 3 clusters
  Score: Raw -2309420.690472 + Penalty 3220.739119 = -2306199.951353
  nChanged 5
		SP:Iteration 35Q (5845.850000 sec): 3 clusters
  Score: Raw -2309425.198495 + Penalty 3220.739119 = -2306204.459377
  nChanged 2
		SP:Iteration 36Q (5845.890000 sec): 3 clusters
  Score: Raw -2309427.994020 + Penalty 3220.739119 = -2306207.254902
  nChanged 4
		SP:Iteration 37Q (5845.930000 sec): 3 clusters
  Score: Raw -2309431.096543 + Penalty 3220.739119 = -2306210.357425
  nChanged 5
		SP:Iteration 38Q (5845.970000 sec): 3 clusters
  Score: Raw -2309435.002064 + Penalty 3220.739119 = -2306214.262946
  nChanged 4
		SP:Iteration 39Q (5846.010000 sec): 3 clusters
  Score: Raw -2309437.961432 + Penalty 3220.739119 = -2306217.222314
  nChanged 5
		SP:Iteration 40F (5846.060000 sec): 3 clusters
  Score: Raw -2309440.887479 + Penalty 3220.739119 = -2306220.148360
  nChanged 2
		SP:Iteration 41Q (5846.100000 sec): 3 clusters
  Score: Raw -2309443.554359 + Penalty 3220.739119 = -2306222.815241
  nChanged 0
		SP:Iteration 42F (5846.150000 sec): 3 clusters
  Score: Raw -2309443.554359 + Penalty 3220.739119 = -2306222.815241
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 62 (2411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5846.170000 sec): 2 clusters
  Score: Raw -252985.416219 + Penalty 1265.516993 = -251719.899226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5846.180000 sec): 3 clusters
  Score: Raw -251954.409646 + Penalty 2531.033985 = -249423.375661
  nChanged 893
		SP:Iteration 1F (5846.180000 sec): 3 clusters
  Score: Raw -252655.513075 + Penalty 2531.033985 = -250124.479090
  nChanged 252
		SP:Iteration 2F (5846.190000 sec): 3 clusters
  Score: Raw -252920.716952 + Penalty 2531.033985 = -250389.682967
  nChanged 190
		SP:Iteration 3F (5846.200000 sec): 3 clusters
  Score: Raw -253119.925527 + Penalty 2531.033985 = -250588.891542
  nChanged 146
		SP:Iteration 4F (5846.200000 sec): 3 clusters
  Score: Raw -253271.852130 + Penalty 2531.033985 = -250740.818144
  nChanged 109
		SP:Iteration 5Q (5846.200000 sec): 3 clusters
  Score: Raw -253383.174054 + Penalty 2531.033985 = -250852.140068
  nChanged 81
		SP:Iteration 6Q (5846.210000 sec): 3 clusters
  Score: Raw -253481.866761 + Penalty 2531.033985 = -250950.832775
  nChanged 78
		SP:Iteration 7Q (5846.220000 sec): 3 clusters
  Score: Raw -253560.280324 + Penalty 2531.033985 = -251029.246339
  nChanged 55
		SP:Iteration 8Q (5846.220000 sec): 3 clusters
  Score: Raw -253624.452584 + Penalty 2531.033985 = -251093.418599
  nChanged 59
		SP:Iteration 9Q (5846.220000 sec): 3 clusters
  Score: Raw -253672.918195 + Penalty 2531.033985 = -251141.884209
  nChanged 46
		SP:Iteration 10Q (5846.230000 sec): 3 clusters
  Score: Raw -253717.385983 + Penalty 2531.033985 = -251186.351997
  nChanged 51
		SP:Iteration 11Q (5846.230000 sec): 3 clusters
  Score: Raw -253761.638161 + Penalty 2531.033985 = -251230.604176
  nChanged 45
		SP:Iteration 12Q (5846.240000 sec): 3 clusters
  Score: Raw -253792.993157 + Penalty 2531.033985 = -251261.959172
  nChanged 34
		SP:Iteration 13Q (5846.240000 sec): 3 clusters
  Score: Raw -253819.260318 + Penalty 2531.033985 = -251288.226332
  nChanged 27
		SP:Iteration 14Q (5846.250000 sec): 3 clusters
  Score: Raw -253834.834986 + Penalty 2531.033985 = -251303.801001
  nChanged 18
		SP:Iteration 15Q (5846.250000 sec): 3 clusters
  Score: Raw -253848.476223 + Penalty 2531.033985 = -251317.442238
  nChanged 22
		SP:Iteration 16Q (5846.260000 sec): 3 clusters
  Score: Raw -253863.355087 + Penalty 2531.033985 = -251332.321101
  nChanged 18
		SP:Iteration 17Q (5846.260000 sec): 3 clusters
  Score: Raw -253872.564618 + Penalty 2531.033985 = -251341.530633
  nChanged 14
		SP:Iteration 18Q (5846.270000 sec): 3 clusters
  Score: Raw -253880.444200 + Penalty 2531.033985 = -251349.410215
  nChanged 11
		SP:Iteration 19Q (5846.280000 sec): 3 clusters
  Score: Raw -253886.385361 + Penalty 2531.033985 = -251355.351376
  nChanged 10
		SP:Iteration 20F (5846.280000 sec): 3 clusters
  Score: Raw -253892.285569 + Penalty 2531.033985 = -251361.251584
  nChanged 8
		SP:Iteration 21Q (5846.290000 sec): 3 clusters
  Score: Raw -253898.314457 + Penalty 2531.033985 = -251367.280471
  nChanged 6
		SP:Iteration 22Q (5846.290000 sec): 3 clusters
  Score: Raw -253903.142393 + Penalty 2531.033985 = -251372.108407
  nChanged 8
		SP:Iteration 23Q (5846.300000 sec): 3 clusters
  Score: Raw -253908.793680 + Penalty 2531.033985 = -251377.759695
  nChanged 8
		SP:Iteration 24Q (5846.300000 sec): 3 clusters
  Score: Raw -253912.260674 + Penalty 2531.033985 = -251381.226688
  nChanged 5
		SP:Iteration 25Q (5846.310000 sec): 3 clusters
  Score: Raw -253914.878024 + Penalty 2531.033985 = -251383.844038
  nChanged 6
		SP:Iteration 26Q (5846.310000 sec): 3 clusters
  Score: Raw -253916.702379 + Penalty 2531.033985 = -251385.668394
  nChanged 3
		SP:Iteration 27Q (5846.320000 sec): 3 clusters
  Score: Raw -253919.256085 + Penalty 2531.033985 = -251388.222099
  nChanged 5
		SP:Iteration 28Q (5846.320000 sec): 3 clusters
  Score: Raw -253923.896122 + Penalty 2531.033985 = -251392.862137
  nChanged 6
		SP:Iteration 29Q (5846.330000 sec): 3 clusters
  Score: Raw -253926.280552 + Penalty 2531.033985 = -251395.246567
  nChanged 2
		SP:Iteration 30Q (5846.330000 sec): 3 clusters
  Score: Raw -253927.831849 + Penalty 2531.033985 = -251396.797863
  nChanged 2
		SP:Iteration 31Q (5846.340000 sec): 3 clusters
  Score: Raw -253928.809976 + Penalty 2531.033985 = -251397.775990
  nChanged 3
		SP:Iteration 32Q (5846.340000 sec): 3 clusters
  Score: Raw -253929.736875 + Penalty 2531.033985 = -251398.702889
  nChanged 2
		SP:Iteration 33Q (5846.350000 sec): 3 clusters
  Score: Raw -253930.330638 + Penalty 2531.033985 = -251399.296653
  nChanged 2
		SP:Iteration 34Q (5846.360000 sec): 3 clusters
  Score: Raw -253930.860555 + Penalty 2531.033985 = -251399.826569
  nChanged 1
		SP:Iteration 35Q (5846.360000 sec): 3 clusters
  Score: Raw -253931.535994 + Penalty 2531.033985 = -251400.502009
  nChanged 2
		SP:Iteration 36Q (5846.360000 sec): 3 clusters
  Score: Raw -253931.910150 + Penalty 2531.033985 = -251400.876165
  nChanged 1
		SP:Iteration 37Q (5846.370000 sec): 3 clusters
  Score: Raw -253932.287821 + Penalty 2531.033985 = -251401.253836
  nChanged 3
		SP:Iteration 38Q (5846.380000 sec): 3 clusters
  Score: Raw -253934.828409 + Penalty 2531.033985 = -251403.794423
  nChanged 2
		SP:Iteration 39Q (5846.380000 sec): 3 clusters
  Score: Raw -253935.820909 + Penalty 2531.033985 = -251404.786924
  nChanged 2
		SP:Iteration 40F (5846.390000 sec): 3 clusters
  Score: Raw -253936.682732 + Penalty 2531.033985 = -251405.648747
  nChanged 2
		SP:Iteration 41Q (5846.390000 sec): 3 clusters
  Score: Raw -253937.677009 + Penalty 2531.033985 = -251406.643023
  nChanged 5
		SP:Iteration 42Q (5846.400000 sec): 3 clusters
  Score: Raw -253939.747121 + Penalty 2531.033985 = -251408.713135
  nChanged 4
		SP:Iteration 43Q (5846.400000 sec): 3 clusters
  Score: Raw -253941.905067 + Penalty 2531.033985 = -251410.871082
  nChanged 6
		SP:Iteration 44Q (5846.410000 sec): 3 clusters
  Score: Raw -253946.282046 + Penalty 2531.033985 = -251415.248060
  nChanged 6
		SP:Iteration 45Q (5846.410000 sec): 3 clusters
  Score: Raw -253948.817170 + Penalty 2531.033985 = -251417.783185
  nChanged 2
		SP:Iteration 46Q (5846.420000 sec): 3 clusters
  Score: Raw -253949.821414 + Penalty 2531.033985 = -251418.787429
  nChanged 2
		SP:Iteration 47Q (5846.420000 sec): 3 clusters
  Score: Raw -253950.615111 + Penalty 2531.033985 = -251419.581125
  nChanged 4
		SP:Iteration 48Q (5846.430000 sec): 3 clusters
  Score: Raw -253951.903464 + Penalty 2531.033985 = -251420.869478
  nChanged 1
		SP:Iteration 49Q (5846.440000 sec): 3 clusters
  Score: Raw -253952.195051 + Penalty 2531.033985 = -251421.161065
  nChanged 2
		SP:Iteration 50Q (5846.440000 sec): 3 clusters
  Score: Raw -253953.851075 + Penalty 2531.033985 = -251422.817090
  nChanged 2
		SP:Iteration 51Q (5846.440000 sec): 3 clusters
  Score: Raw -253955.733901 + Penalty 2531.033985 = -251424.699916
  nChanged 4
		SP:Iteration 52Q (5846.450000 sec): 3 clusters
  Score: Raw -253957.306022 + Penalty 2531.033985 = -251426.272036
  nChanged 3
		SP:Iteration 53Q (5846.460000 sec): 3 clusters
  Score: Raw -253959.959006 + Penalty 2531.033985 = -251428.925021
  nChanged 4
		SP:Iteration 54Q (5846.460000 sec): 3 clusters
  Score: Raw -253960.821954 + Penalty 2531.033985 = -251429.787969
  nChanged 2
		SP:Iteration 55Q (5846.470000 sec): 3 clusters
  Score: Raw -253961.536776 + Penalty 2531.033985 = -251430.502791
  nChanged 2
		SP:Iteration 56Q (5846.470000 sec): 3 clusters
  Score: Raw -253962.266752 + Penalty 2531.033985 = -251431.232766
  nChanged 2
		SP:Iteration 57Q (5846.480000 sec): 3 clusters
  Score: Raw -253962.981320 + Penalty 2531.033985 = -251431.947334
  nChanged 1
		SP:Iteration 58Q (5846.480000 sec): 3 clusters
  Score: Raw -253963.169346 + Penalty 2531.033985 = -251432.135361
  nChanged 0
		SP:Iteration 59F (5846.490000 sec): 3 clusters
  Score: Raw -253963.169346 + Penalty 2531.033985 = -251432.135361
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 63 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5846.500000 sec): 2 clusters
  Score: Raw -196406.348508 + Penalty 1226.469023 = -195179.879484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5846.500000 sec): 3 clusters
  Score: Raw -195610.376808 + Penalty 2452.938047 = -193157.438761
  nChanged 663
		SP:Iteration 1F (5846.510000 sec): 3 clusters
  Score: Raw -196143.043752 + Penalty 2452.938047 = -193690.105705
  nChanged 186
		SP:Iteration 2F (5846.510000 sec): 3 clusters
  Score: Raw -196316.738428 + Penalty 2452.938047 = -193863.800381
  nChanged 110
		SP:Iteration 3F (5846.520000 sec): 3 clusters
  Score: Raw -196422.097533 + Penalty 2452.938047 = -193969.159486
  nChanged 86
		SP:Iteration 4Q (5846.520000 sec): 3 clusters
  Score: Raw -196488.907433 + Penalty 2452.938047 = -194035.969386
  nChanged 58
		SP:Iteration 5Q (5846.530000 sec): 3 clusters
  Score: Raw -196533.097482 + Penalty 2452.938047 = -194080.159435
  nChanged 46
		SP:Iteration 6Q (5846.530000 sec): 3 clusters
  Score: Raw -196563.742136 + Penalty 2452.938047 = -194110.804089
  nChanged 31
		SP:Iteration 7Q (5846.540000 sec): 3 clusters
  Score: Raw -196587.122610 + Penalty 2452.938047 = -194134.184563
  nChanged 23
		SP:Iteration 8Q (5846.540000 sec): 3 clusters
  Score: Raw -196608.065411 + Penalty 2452.938047 = -194155.127364
  nChanged 36
		SP:Iteration 9Q (5846.540000 sec): 3 clusters
  Score: Raw -196637.489163 + Penalty 2452.938047 = -194184.551116
  nChanged 35
		SP:Iteration 10Q (5846.550000 sec): 3 clusters
  Score: Raw -196661.849088 + Penalty 2452.938047 = -194208.911041
  nChanged 26
		SP:Iteration 11Q (5846.550000 sec): 3 clusters
  Score: Raw -196682.162206 + Penalty 2452.938047 = -194229.224159
  nChanged 24
		SP:Iteration 12Q (5846.560000 sec): 3 clusters
  Score: Raw -196701.988839 + Penalty 2452.938047 = -194249.050793
  nChanged 33
		SP:Iteration 13Q (5846.560000 sec): 3 clusters
  Score: Raw -196728.131105 + Penalty 2452.938047 = -194275.193058
  nChanged 25
		SP:Iteration 14Q (5846.570000 sec): 3 clusters
  Score: Raw -196748.342002 + Penalty 2452.938047 = -194295.403955
  nChanged 16
		SP:Iteration 15Q (5846.570000 sec): 3 clusters
  Score: Raw -196755.727843 + Penalty 2452.938047 = -194302.789796
  nChanged 12
		SP:Iteration 16Q (5846.580000 sec): 3 clusters
  Score: Raw -196765.627009 + Penalty 2452.938047 = -194312.688962
  nChanged 14
		SP:Iteration 17Q (5846.580000 sec): 3 clusters
  Score: Raw -196772.913010 + Penalty 2452.938047 = -194319.974963
  nChanged 16
		SP:Iteration 18Q (5846.580000 sec): 3 clusters
  Score: Raw -196782.070290 + Penalty 2452.938047 = -194329.132243
  nChanged 12
		SP:Iteration 19Q (5846.590000 sec): 3 clusters
  Score: Raw -196789.047488 + Penalty 2452.938047 = -194336.109441
  nChanged 18
		SP:Iteration 20F (5846.590000 sec): 3 clusters
  Score: Raw -196798.711974 + Penalty 2452.938047 = -194345.773927
  nChanged 19
		SP:Iteration 21Q (5846.600000 sec): 3 clusters
  Score: Raw -196808.871047 + Penalty 2452.938047 = -194355.933000
  nChanged 14
		SP:Iteration 22Q (5846.600000 sec): 3 clusters
  Score: Raw -196817.690185 + Penalty 2452.938047 = -194364.752138
  nChanged 19
		SP:Iteration 23Q (5846.610000 sec): 3 clusters
  Score: Raw -196827.403549 + Penalty 2452.938047 = -194374.465502
  nChanged 18
		SP:Iteration 24Q (5846.610000 sec): 3 clusters
  Score: Raw -196838.999422 + Penalty 2452.938047 = -194386.061375
  nChanged 23
		SP:Iteration 25Q (5846.620000 sec): 3 clusters
  Score: Raw -196855.077128 + Penalty 2452.938047 = -194402.139081
  nChanged 19
		SP:Iteration 26Q (5846.620000 sec): 3 clusters
  Score: Raw -196868.272438 + Penalty 2452.938047 = -194415.334391
  nChanged 17
		SP:Iteration 27Q (5846.620000 sec): 3 clusters
  Score: Raw -196877.524738 + Penalty 2452.938047 = -194424.586691
  nChanged 15
		SP:Iteration 28Q (5846.630000 sec): 3 clusters
  Score: Raw -196885.228733 + Penalty 2452.938047 = -194432.290686
  nChanged 15
		SP:Iteration 29Q (5846.640000 sec): 3 clusters
  Score: Raw -196892.706613 + Penalty 2452.938047 = -194439.768566
  nChanged 8
		SP:Iteration 30Q (5846.640000 sec): 3 clusters
  Score: Raw -196895.829021 + Penalty 2452.938047 = -194442.890974
  nChanged 8
		SP:Iteration 31Q (5846.650000 sec): 3 clusters
  Score: Raw -196900.970802 + Penalty 2452.938047 = -194448.032755
  nChanged 10
		SP:Iteration 32Q (5846.650000 sec): 3 clusters
  Score: Raw -196908.530925 + Penalty 2452.938047 = -194455.592878
  nChanged 12
		SP:Iteration 33Q (5846.660000 sec): 3 clusters
  Score: Raw -196915.121751 + Penalty 2452.938047 = -194462.183704
  nChanged 8
		SP:Iteration 34Q (5846.660000 sec): 3 clusters
  Score: Raw -196918.795864 + Penalty 2452.938047 = -194465.857817
  nChanged 10
		SP:Iteration 35Q (5846.670000 sec): 3 clusters
  Score: Raw -196924.981731 + Penalty 2452.938047 = -194472.043684
  nChanged 10
		SP:Iteration 36Q (5846.670000 sec): 3 clusters
  Score: Raw -196930.132780 + Penalty 2452.938047 = -194477.194733
  nChanged 9
		SP:Iteration 37Q (5846.670000 sec): 3 clusters
  Score: Raw -196934.237322 + Penalty 2452.938047 = -194481.299275
  nChanged 6
		SP:Iteration 38Q (5846.680000 sec): 3 clusters
  Score: Raw -196938.001923 + Penalty 2452.938047 = -194485.063876
  nChanged 8
		SP:Iteration 39Q (5846.680000 sec): 3 clusters
  Score: Raw -196941.715755 + Penalty 2452.938047 = -194488.777709
  nChanged 4
		SP:Iteration 40F (5846.690000 sec): 3 clusters
  Score: Raw -196943.196725 + Penalty 2452.938047 = -194490.258678
  nChanged 3
		SP:Iteration 41Q (5846.690000 sec): 3 clusters
  Score: Raw -196944.602868 + Penalty 2452.938047 = -194491.664821
  nChanged 0
		SP:Iteration 42F (5846.700000 sec): 3 clusters
  Score: Raw -196944.602868 + Penalty 2452.938047 = -194491.664821
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 64 (17428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5846.760000 sec): 2 clusters
  Score: Raw -1906715.512320 + Penalty 1586.947925 = -1905128.564395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5846.810000 sec): 3 clusters
  Score: Raw -1896323.697624 + Penalty 3173.895851 = -1893149.801773
  nChanged 7770
		SP:Iteration 1F (5846.850000 sec): 3 clusters
  Score: Raw -1900797.053864 + Penalty 3173.895851 = -1897623.158013
  nChanged 1199
		SP:Iteration 2F (5846.890000 sec): 3 clusters
  Score: Raw -1901427.350735 + Penalty 3173.895851 = -1898253.454885
  nChanged 1057
		SP:Iteration 3F (5846.940000 sec): 3 clusters
  Score: Raw -1901962.915621 + Penalty 3173.895851 = -1898789.019770
  nChanged 967
		SP:Iteration 4F (5846.980000 sec): 3 clusters
  Score: Raw -1902455.655570 + Penalty 3173.895851 = -1899281.759719
  nChanged 907
		SP:Iteration 5F (5847.030000 sec): 3 clusters
  Score: Raw -1902945.255913 + Penalty 3173.895851 = -1899771.360063
  nChanged 848
		SP:Iteration 6Q (5847.070000 sec): 3 clusters
  Score: Raw -1903376.870918 + Penalty 3173.895851 = -1900202.975067
  nChanged 791
		SP:Iteration 7Q (5847.110000 sec): 3 clusters
  Score: Raw -1903809.090079 + Penalty 3173.895851 = -1900635.194229
  nChanged 726
		SP:Iteration 8Q (5847.160000 sec): 3 clusters
  Score: Raw -1904177.173998 + Penalty 3173.895851 = -1901003.278147
  nChanged 652
		SP:Iteration 9Q (5847.210000 sec): 3 clusters
  Score: Raw -1904511.467308 + Penalty 3173.895851 = -1901337.571457
  nChanged 581
		SP:Iteration 10Q (5847.250000 sec): 3 clusters
  Score: Raw -1904787.763477 + Penalty 3173.895851 = -1901613.867626
  nChanged 504
		SP:Iteration 11Q (5847.290000 sec): 3 clusters
  Score: Raw -1905013.474779 + Penalty 3173.895851 = -1901839.578928
  nChanged 414
		SP:Iteration 12Q (5847.340000 sec): 3 clusters
  Score: Raw -1905184.605377 + Penalty 3173.895851 = -1902010.709526
  nChanged 361
		SP:Iteration 13Q (5847.380000 sec): 3 clusters
  Score: Raw -1905343.317542 + Penalty 3173.895851 = -1902169.421691
  nChanged 327
		SP:Iteration 14Q (5847.430000 sec): 3 clusters
  Score: Raw -1905477.837153 + Penalty 3173.895851 = -1902303.941302
  nChanged 308
		SP:Iteration 15Q (5847.470000 sec): 3 clusters
  Score: Raw -1905587.692517 + Penalty 3173.895851 = -1902413.796666
  nChanged 261
		SP:Iteration 16Q (5847.510000 sec): 3 clusters
  Score: Raw -1905684.016336 + Penalty 3173.895851 = -1902510.120485
  nChanged 224
		SP:Iteration 17Q (5847.550000 sec): 3 clusters
  Score: Raw -1905748.993393 + Penalty 3173.895851 = -1902575.097543
  nChanged 203
		SP:Iteration 18Q (5847.590000 sec): 3 clusters
  Score: Raw -1905806.048513 + Penalty 3173.895851 = -1902632.152663
  nChanged 184
		SP:Iteration 19Q (5847.630000 sec): 3 clusters
  Score: Raw -1905856.642029 + Penalty 3173.895851 = -1902682.746178
  nChanged 169
		SP:Iteration 20F (5847.680000 sec): 3 clusters
  Score: Raw -1905900.184894 + Penalty 3173.895851 = -1902726.289043
  nChanged 173
		SP:Iteration 21Q (5847.720000 sec): 3 clusters
  Score: Raw -1905943.219013 + Penalty 3173.895851 = -1902769.323162
  nChanged 160
		SP:Iteration 22Q (5847.760000 sec): 3 clusters
  Score: Raw -1905987.093431 + Penalty 3173.895851 = -1902813.197580
  nChanged 151
		SP:Iteration 23Q (5847.800000 sec): 3 clusters
  Score: Raw -1906033.813374 + Penalty 3173.895851 = -1902859.917523
  nChanged 162
		SP:Iteration 24Q (5847.840000 sec): 3 clusters
  Score: Raw -1906082.742123 + Penalty 3173.895851 = -1902908.846272
  nChanged 168
		SP:Iteration 25Q (5847.880000 sec): 3 clusters
  Score: Raw -1906135.708550 + Penalty 3173.895851 = -1902961.812699
  nChanged 158
		SP:Iteration 26Q (5847.920000 sec): 3 clusters
  Score: Raw -1906184.592435 + Penalty 3173.895851 = -1903010.696584
  nChanged 182
		SP:Iteration 27Q (5847.960000 sec): 3 clusters
  Score: Raw -1906249.660267 + Penalty 3173.895851 = -1903075.764416
  nChanged 192
		SP:Iteration 28Q (5848.000000 sec): 3 clusters
  Score: Raw -1906323.158270 + Penalty 3173.895851 = -1903149.262419
  nChanged 218
		SP:Iteration 29Q (5848.040000 sec): 3 clusters
  Score: Raw -1906410.716446 + Penalty 3173.895851 = -1903236.820595
  nChanged 204
		SP:Iteration 30Q (5848.080000 sec): 3 clusters
  Score: Raw -1906489.860078 + Penalty 3173.895851 = -1903315.964227
  nChanged 202
		SP:Iteration 31Q (5848.120000 sec): 3 clusters
  Score: Raw -1906579.339067 + Penalty 3173.895851 = -1903405.443216
  nChanged 192
		SP:Iteration 32Q (5848.160000 sec): 3 clusters
  Score: Raw -1906658.367840 + Penalty 3173.895851 = -1903484.471989
  nChanged 204
		SP:Iteration 33Q (5848.190000 sec): 3 clusters
  Score: Raw -1906752.457734 + Penalty 3173.895851 = -1903578.561883
  nChanged 198
		SP:Iteration 34Q (5848.230000 sec): 3 clusters
  Score: Raw -1906848.106066 + Penalty 3173.895851 = -1903674.210215
  nChanged 193
		SP:Iteration 35Q (5848.270000 sec): 3 clusters
  Score: Raw -1906949.054710 + Penalty 3173.895851 = -1903775.158859
  nChanged 188
		SP:Iteration 36Q (5848.310000 sec): 3 clusters
  Score: Raw -1907049.867060 + Penalty 3173.895851 = -1903875.971209
  nChanged 172
		SP:Iteration 37Q (5848.350000 sec): 3 clusters
  Score: Raw -1907124.670867 + Penalty 3173.895851 = -1903950.775016
  nChanged 131
		SP:Iteration 38Q (5848.380000 sec): 3 clusters
  Score: Raw -1907169.770816 + Penalty 3173.895851 = -1903995.874965
  nChanged 86
		SP:Iteration 39Q (5848.420000 sec): 3 clusters
  Score: Raw -1907200.616956 + Penalty 3173.895851 = -1904026.721105
  nChanged 84
		SP:Iteration 40F (5848.460000 sec): 3 clusters
  Score: Raw -1907225.080803 + Penalty 3173.895851 = -1904051.184952
  nChanged 71
		SP:Iteration 41Q (5848.500000 sec): 3 clusters
  Score: Raw -1907247.419033 + Penalty 3173.895851 = -1904073.523182
  nChanged 69
		SP:Iteration 42Q (5848.530000 sec): 3 clusters
  Score: Raw -1907268.568425 + Penalty 3173.895851 = -1904094.672574
  nChanged 55
		SP:Iteration 43Q (5848.570000 sec): 3 clusters
  Score: Raw -1907284.588246 + Penalty 3173.895851 = -1904110.692395
  nChanged 42
		SP:Iteration 44Q (5848.610000 sec): 3 clusters
  Score: Raw -1907296.989833 + Penalty 3173.895851 = -1904123.093982
  nChanged 34
		SP:Iteration 45Q (5848.640000 sec): 3 clusters
  Score: Raw -1907310.404915 + Penalty 3173.895851 = -1904136.509064
  nChanged 41
		SP:Iteration 46Q (5848.670000 sec): 3 clusters
  Score: Raw -1907321.904796 + Penalty 3173.895851 = -1904148.008945
  nChanged 28
		SP:Iteration 47Q (5848.710000 sec): 3 clusters
  Score: Raw -1907333.330668 + Penalty 3173.895851 = -1904159.434817
  nChanged 23
		SP:Iteration 48Q (5848.750000 sec): 3 clusters
  Score: Raw -1907340.952054 + Penalty 3173.895851 = -1904167.056203
  nChanged 18
		SP:Iteration 49Q (5848.780000 sec): 3 clusters
  Score: Raw -1907346.729299 + Penalty 3173.895851 = -1904172.833448
  nChanged 19
		SP:Iteration 50Q (5848.810000 sec): 3 clusters
  Score: Raw -1907351.236087 + Penalty 3173.895851 = -1904177.340236
  nChanged 14
		SP:Iteration 51Q (5848.850000 sec): 3 clusters
  Score: Raw -1907354.756894 + Penalty 3173.895851 = -1904180.861043
  nChanged 12
		SP:Iteration 52Q (5848.880000 sec): 3 clusters
  Score: Raw -1907357.886352 + Penalty 3173.895851 = -1904183.990501
  nChanged 17
		SP:Iteration 53Q (5848.920000 sec): 3 clusters
  Score: Raw -1907361.779868 + Penalty 3173.895851 = -1904187.884017
  nChanged 12
		SP:Iteration 54Q (5848.950000 sec): 3 clusters
  Score: Raw -1907364.667362 + Penalty 3173.895851 = -1904190.771511
  nChanged 11
		SP:Iteration 55Q (5848.990000 sec): 3 clusters
  Score: Raw -1907367.604441 + Penalty 3173.895851 = -1904193.708590
  nChanged 10
		SP:Iteration 56Q (5849.020000 sec): 3 clusters
  Score: Raw -1907370.164826 + Penalty 3173.895851 = -1904196.268975
  nChanged 10
		SP:Iteration 57Q (5849.060000 sec): 3 clusters
  Score: Raw -1907372.787116 + Penalty 3173.895851 = -1904198.891265
  nChanged 12
		SP:Iteration 58Q (5849.090000 sec): 3 clusters
  Score: Raw -1907375.582796 + Penalty 3173.895851 = -1904201.686945
  nChanged 14
		SP:Iteration 59Q (5849.130000 sec): 3 clusters
  Score: Raw -1907378.093555 + Penalty 3173.895851 = -1904204.197704
  nChanged 4
		SP:Iteration 60F (5849.170000 sec): 3 clusters
  Score: Raw -1907378.648474 + Penalty 3173.895851 = -1904204.752623
  nChanged 2
		SP:Iteration 61Q (5849.210000 sec): 3 clusters
  Score: Raw -1907379.007154 + Penalty 3173.895851 = -1904205.111303
  nChanged 3
		SP:Iteration 62Q (5849.240000 sec): 3 clusters
  Score: Raw -1907379.739386 + Penalty 3173.895851 = -1904205.843535
  nChanged 3
		SP:Iteration 63Q (5849.270000 sec): 3 clusters
  Score: Raw -1907380.271118 + Penalty 3173.895851 = -1904206.375268
  nChanged 3
		SP:Iteration 64Q (5849.310000 sec): 3 clusters
  Score: Raw -1907380.762689 + Penalty 3173.895851 = -1904206.866838
  nChanged 2
		SP:Iteration 65Q (5849.350000 sec): 3 clusters
  Score: Raw -1907381.273510 + Penalty 3173.895851 = -1904207.377659
  nChanged 6
		SP:Iteration 66Q (5849.380000 sec): 3 clusters
  Score: Raw -1907382.967488 + Penalty 3173.895851 = -1904209.071637
  nChanged 7
		SP:Iteration 67Q (5849.410000 sec): 3 clusters
  Score: Raw -1907384.962982 + Penalty 3173.895851 = -1904211.067131
  nChanged 4
		SP:Iteration 68Q (5849.450000 sec): 3 clusters
  Score: Raw -1907385.740141 + Penalty 3173.895851 = -1904211.844290
  nChanged 5
		SP:Iteration 69Q (5849.490000 sec): 3 clusters
  Score: Raw -1907386.693118 + Penalty 3173.895851 = -1904212.797267
  nChanged 2
		SP:Iteration 70Q (5849.520000 sec): 3 clusters
  Score: Raw -1907387.370936 + Penalty 3173.895851 = -1904213.475085
  nChanged 4
		SP:Iteration 71Q (5849.560000 sec): 3 clusters
  Score: Raw -1907388.503765 + Penalty 3173.895851 = -1904214.607914
  nChanged 4
		SP:Iteration 72Q (5849.590000 sec): 3 clusters
  Score: Raw -1907389.336085 + Penalty 3173.895851 = -1904215.440235
  nChanged 5
		SP:Iteration 73Q (5849.630000 sec): 3 clusters
  Score: Raw -1907390.479877 + Penalty 3173.895851 = -1904216.584026
  nChanged 6
		SP:Iteration 74Q (5849.660000 sec): 3 clusters
  Score: Raw -1907391.892222 + Penalty 3173.895851 = -1904217.996372
  nChanged 1
		SP:Iteration 75Q (5849.700000 sec): 3 clusters
  Score: Raw -1907392.059360 + Penalty 3173.895851 = -1904218.163510
  nChanged 1
		SP:Iteration 76Q (5849.730000 sec): 3 clusters
  Score: Raw -1907392.187608 + Penalty 3173.895851 = -1904218.291757
  nChanged 1
		SP:Iteration 77Q (5849.770000 sec): 3 clusters
  Score: Raw -1907392.298919 + Penalty 3173.895851 = -1904218.403068
  nChanged 1
		SP:Iteration 78Q (5849.800000 sec): 3 clusters
  Score: Raw -1907392.500148 + Penalty 3173.895851 = -1904218.604297
  nChanged 0
		SP:Iteration 79F (5849.850000 sec): 3 clusters
  Score: Raw -1907392.500148 + Penalty 3173.895851 = -1904218.604297
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 65 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5849.870000 sec): 2 clusters
  Score: Raw -173714.601735 + Penalty 1196.635944 = -172517.965791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5849.870000 sec): 3 clusters
  Score: Raw -173097.508609 + Penalty 2393.271888 = -170704.236721
  nChanged 524
		SP:Iteration 1F (5849.870000 sec): 3 clusters
  Score: Raw -173469.078696 + Penalty 2393.271888 = -171075.806808
  nChanged 126
		SP:Iteration 2F (5849.880000 sec): 3 clusters
  Score: Raw -173590.309658 + Penalty 2393.271888 = -171197.037770
  nChanged 81
		SP:Iteration 3F (5849.880000 sec): 3 clusters
  Score: Raw -173652.251110 + Penalty 2393.271888 = -171258.979222
  nChanged 52
		SP:Iteration 4Q (5849.890000 sec): 3 clusters
  Score: Raw -173688.733784 + Penalty 2393.271888 = -171295.461896
  nChanged 39
		SP:Iteration 5Q (5849.890000 sec): 3 clusters
  Score: Raw -173720.659731 + Penalty 2393.271888 = -171327.387843
  nChanged 36
		SP:Iteration 6Q (5849.890000 sec): 3 clusters
  Score: Raw -173746.905768 + Penalty 2393.271888 = -171353.633880
  nChanged 32
		SP:Iteration 7Q (5849.900000 sec): 3 clusters
  Score: Raw -173765.848714 + Penalty 2393.271888 = -171372.576826
  nChanged 31
		SP:Iteration 8Q (5849.900000 sec): 3 clusters
  Score: Raw -173789.182328 + Penalty 2393.271888 = -171395.910440
  nChanged 27
		SP:Iteration 9Q (5849.910000 sec): 3 clusters
  Score: Raw -173809.525570 + Penalty 2393.271888 = -171416.253682
  nChanged 25
		SP:Iteration 10Q (5849.910000 sec): 3 clusters
  Score: Raw -173823.866666 + Penalty 2393.271888 = -171430.594778
  nChanged 15
		SP:Iteration 11Q (5849.910000 sec): 3 clusters
  Score: Raw -173831.748718 + Penalty 2393.271888 = -171438.476830
  nChanged 10
		SP:Iteration 12Q (5849.920000 sec): 3 clusters
  Score: Raw -173838.956842 + Penalty 2393.271888 = -171445.684954
  nChanged 8
		SP:Iteration 13Q (5849.920000 sec): 3 clusters
  Score: Raw -173842.698028 + Penalty 2393.271888 = -171449.426140
  nChanged 7
		SP:Iteration 14Q (5849.930000 sec): 3 clusters
  Score: Raw -173846.830212 + Penalty 2393.271888 = -171453.558324
  nChanged 7
		SP:Iteration 15Q (5849.930000 sec): 3 clusters
  Score: Raw -173849.056068 + Penalty 2393.271888 = -171455.784180
  nChanged 5
		SP:Iteration 16Q (5849.930000 sec): 3 clusters
  Score: Raw -173851.145627 + Penalty 2393.271888 = -171457.873739
  nChanged 6
		SP:Iteration 17Q (5849.940000 sec): 3 clusters
  Score: Raw -173853.423967 + Penalty 2393.271888 = -171460.152079
  nChanged 1
		SP:Iteration 18Q (5849.940000 sec): 3 clusters
  Score: Raw -173853.797955 + Penalty 2393.271888 = -171460.526067
  nChanged 1
		SP:Iteration 19Q (5849.940000 sec): 3 clusters
  Score: Raw -173853.968235 + Penalty 2393.271888 = -171460.696347
  nChanged 0
		SP:Iteration 20F (5849.950000 sec): 3 clusters
  Score: Raw -173853.968235 + Penalty 2393.271888 = -171460.696347
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 66 (26993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5850.030000 sec): 2 clusters
  Score: Raw -3122939.834200 + Penalty 1658.041588 = -3121281.792612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5850.100000 sec): 3 clusters
  Score: Raw -3106432.626455 + Penalty 3316.083177 = -3103116.543278
  nChanged 12257
		SP:Iteration 1F (5850.170000 sec): 3 clusters
  Score: Raw -3113009.723418 + Penalty 3316.083177 = -3109693.640241
  nChanged 1240
		SP:Iteration 2Q (5850.240000 sec): 3 clusters
  Score: Raw -3113375.776815 + Penalty 3316.083177 = -3110059.693638
  nChanged 1099
		SP:Iteration 3Q (5850.310000 sec): 3 clusters
  Score: Raw -3113734.168690 + Penalty 3316.083177 = -3110418.085513
  nChanged 1070
		SP:Iteration 4Q (5850.380000 sec): 3 clusters
  Score: Raw -3114109.419177 + Penalty 3316.083177 = -3110793.336000
  nChanged 1126
		SP:Iteration 5Q (5850.450000 sec): 3 clusters
  Score: Raw -3114554.018431 + Penalty 3316.083177 = -3111237.935254
  nChanged 1255
		SP:Iteration 6Q (5850.520000 sec): 3 clusters
  Score: Raw -3115184.594787 + Penalty 3316.083177 = -3111868.511610
  nChanged 1390
		SP:Iteration 7F (5850.590000 sec): 3 clusters
  Score: Raw -3116019.772228 + Penalty 3316.083177 = -3112703.689051
  nChanged 1552
		SP:Iteration 8F (5850.660000 sec): 3 clusters
  Score: Raw -3117115.440153 + Penalty 3316.083177 = -3113799.356976
  nChanged 1715
		SP:Iteration 9F (5850.730000 sec): 3 clusters
  Score: Raw -3118499.159182 + Penalty 3316.083177 = -3115183.076005
  nChanged 1705
		SP:Iteration 10F (5850.800000 sec): 3 clusters
  Score: Raw -3119861.480837 + Penalty 3316.083177 = -3116545.397660
  nChanged 1379
		SP:Iteration 11F (5850.870000 sec): 3 clusters
  Score: Raw -3120708.169122 + Penalty 3316.083177 = -3117392.085945
  nChanged 955
		SP:Iteration 12Q (5850.940000 sec): 3 clusters
  Score: Raw -3121110.534515 + Penalty 3316.083177 = -3117794.451338
  nChanged 632
		SP:Iteration 13Q (5851.000000 sec): 3 clusters
  Score: Raw -3121358.552086 + Penalty 3316.083177 = -3118042.468909
  nChanged 507
		SP:Iteration 14Q (5851.070000 sec): 3 clusters
  Score: Raw -3121543.986996 + Penalty 3316.083177 = -3118227.903819
  nChanged 409
		SP:Iteration 15Q (5851.130000 sec): 3 clusters
  Score: Raw -3121690.593113 + Penalty 3316.083177 = -3118374.509936
  nChanged 362
		SP:Iteration 16Q (5851.200000 sec): 3 clusters
  Score: Raw -3121809.597664 + Penalty 3316.083177 = -3118493.514487
  nChanged 330
		SP:Iteration 17Q (5851.260000 sec): 3 clusters
  Score: Raw -3121923.812733 + Penalty 3316.083177 = -3118607.729556
  nChanged 330
		SP:Iteration 18Q (5851.330000 sec): 3 clusters
  Score: Raw -3122042.940762 + Penalty 3316.083177 = -3118726.857585
  nChanged 359
		SP:Iteration 19Q (5851.390000 sec): 3 clusters
  Score: Raw -3122178.471778 + Penalty 3316.083177 = -3118862.388601
  nChanged 318
		SP:Iteration 20F (5851.460000 sec): 3 clusters
  Score: Raw -3122295.342343 + Penalty 3316.083177 = -3118979.259166
  nChanged 284
		SP:Iteration 21Q (5851.520000 sec): 3 clusters
  Score: Raw -3122397.727437 + Penalty 3316.083177 = -3119081.644260
  nChanged 230
		SP:Iteration 22Q (5851.590000 sec): 3 clusters
  Score: Raw -3122487.278895 + Penalty 3316.083177 = -3119171.195718
  nChanged 220
		SP:Iteration 23Q (5851.650000 sec): 3 clusters
  Score: Raw -3122582.530585 + Penalty 3316.083177 = -3119266.447408
  nChanged 221
		SP:Iteration 24Q (5851.720000 sec): 3 clusters
  Score: Raw -3122679.240811 + Penalty 3316.083177 = -3119363.157634
  nChanged 238
		SP:Iteration 25Q (5851.780000 sec): 3 clusters
  Score: Raw -3122789.025772 + Penalty 3316.083177 = -3119472.942595
  nChanged 216
		SP:Iteration 26Q (5851.840000 sec): 3 clusters
  Score: Raw -3122873.417591 + Penalty 3316.083177 = -3119557.334414
  nChanged 193
		SP:Iteration 27Q (5851.900000 sec): 3 clusters
  Score: Raw -3122949.223101 + Penalty 3316.083177 = -3119633.139924
  nChanged 189
		SP:Iteration 28Q (5851.950000 sec): 3 clusters
  Score: Raw -3123020.027143 + Penalty 3316.083177 = -3119703.943967
  nChanged 173
		SP:Iteration 29Q (5852.010000 sec): 3 clusters
  Score: Raw -3123075.226554 + Penalty 3316.083177 = -3119759.143377
  nChanged 164
		SP:Iteration 30Q (5852.070000 sec): 3 clusters
  Score: Raw -3123124.516272 + Penalty 3316.083177 = -3119808.433095
  nChanged 152
		SP:Iteration 31Q (5852.130000 sec): 3 clusters
  Score: Raw -3123166.452391 + Penalty 3316.083177 = -3119850.369214
  nChanged 118
		SP:Iteration 32Q (5852.190000 sec): 3 clusters
  Score: Raw -3123195.532068 + Penalty 3316.083177 = -3119879.448891
  nChanged 99
		SP:Iteration 33Q (5852.240000 sec): 3 clusters
  Score: Raw -3123215.715709 + Penalty 3316.083177 = -3119899.632532
  nChanged 86
		SP:Iteration 34Q (5852.300000 sec): 3 clusters
  Score: Raw -3123235.151716 + Penalty 3316.083177 = -3119919.068539
  nChanged 73
		SP:Iteration 35Q (5852.360000 sec): 3 clusters
  Score: Raw -3123250.478824 + Penalty 3316.083177 = -3119934.395648
  nChanged 66
		SP:Iteration 36Q (5852.420000 sec): 3 clusters
  Score: Raw -3123262.414387 + Penalty 3316.083177 = -3119946.331210
  nChanged 58
		SP:Iteration 37Q (5852.480000 sec): 3 clusters
  Score: Raw -3123272.590125 + Penalty 3316.083177 = -3119956.506948
  nChanged 55
		SP:Iteration 38Q (5852.530000 sec): 3 clusters
  Score: Raw -3123281.125157 + Penalty 3316.083177 = -3119965.041980
  nChanged 47
		SP:Iteration 39Q (5852.590000 sec): 3 clusters
  Score: Raw -3123290.194293 + Penalty 3316.083177 = -3119974.111116
  nChanged 53
		SP:Iteration 40F (5852.660000 sec): 3 clusters
  Score: Raw -3123300.915841 + Penalty 3316.083177 = -3119984.832664
  nChanged 49
		SP:Iteration 41Q (5852.720000 sec): 3 clusters
  Score: Raw -3123309.945353 + Penalty 3316.083177 = -3119993.862176
  nChanged 41
		SP:Iteration 42Q (5852.770000 sec): 3 clusters
  Score: Raw -3123316.576158 + Penalty 3316.083177 = -3120000.492981
  nChanged 39
		SP:Iteration 43Q (5852.830000 sec): 3 clusters
  Score: Raw -3123322.876561 + Penalty 3316.083177 = -3120006.793384
  nChanged 38
		SP:Iteration 44Q (5852.880000 sec): 3 clusters
  Score: Raw -3123327.934323 + Penalty 3316.083177 = -3120011.851146
  nChanged 33
		SP:Iteration 45Q (5852.940000 sec): 3 clusters
  Score: Raw -3123332.647184 + Penalty 3316.083177 = -3120016.564007
  nChanged 31
		SP:Iteration 46Q (5853.000000 sec): 3 clusters
  Score: Raw -3123336.987710 + Penalty 3316.083177 = -3120020.904533
  nChanged 25
		SP:Iteration 47Q (5853.050000 sec): 3 clusters
  Score: Raw -3123340.589096 + Penalty 3316.083177 = -3120024.505920
  nChanged 29
		SP:Iteration 48Q (5853.110000 sec): 3 clusters
  Score: Raw -3123344.547135 + Penalty 3316.083177 = -3120028.463958
  nChanged 30
		SP:Iteration 49Q (5853.160000 sec): 3 clusters
  Score: Raw -3123348.199396 + Penalty 3316.083177 = -3120032.116219
  nChanged 31
		SP:Iteration 50Q (5853.220000 sec): 3 clusters
  Score: Raw -3123353.043349 + Penalty 3316.083177 = -3120036.960172
  nChanged 31
		SP:Iteration 51Q (5853.270000 sec): 3 clusters
  Score: Raw -3123357.540293 + Penalty 3316.083177 = -3120041.457116
  nChanged 29
		SP:Iteration 52Q (5853.330000 sec): 3 clusters
  Score: Raw -3123361.482351 + Penalty 3316.083177 = -3120045.399174
  nChanged 19
		SP:Iteration 53Q (5853.380000 sec): 3 clusters
  Score: Raw -3123364.474686 + Penalty 3316.083177 = -3120048.391509
  nChanged 28
		SP:Iteration 54Q (5853.440000 sec): 3 clusters
  Score: Raw -3123368.357349 + Penalty 3316.083177 = -3120052.274172
  nChanged 20
		SP:Iteration 55Q (5853.500000 sec): 3 clusters
  Score: Raw -3123370.429177 + Penalty 3316.083177 = -3120054.346000
  nChanged 16
		SP:Iteration 56Q (5853.550000 sec): 3 clusters
  Score: Raw -3123372.673654 + Penalty 3316.083177 = -3120056.590477
  nChanged 26
		SP:Iteration 57Q (5853.610000 sec): 3 clusters
  Score: Raw -3123375.277694 + Penalty 3316.083177 = -3120059.194517
  nChanged 21
		SP:Iteration 58Q (5853.660000 sec): 3 clusters
  Score: Raw -3123377.222752 + Penalty 3316.083177 = -3120061.139575
  nChanged 15
		SP:Iteration 59Q (5853.720000 sec): 3 clusters
  Score: Raw -3123378.574517 + Penalty 3316.083177 = -3120062.491340
  nChanged 14
		SP:Iteration 60F (5853.790000 sec): 3 clusters
  Score: Raw -3123380.093380 + Penalty 3316.083177 = -3120064.010203
  nChanged 10
		SP:Iteration 61Q (5853.840000 sec): 3 clusters
  Score: Raw -3123381.109176 + Penalty 3316.083177 = -3120065.025999
  nChanged 11
		SP:Iteration 62Q (5853.900000 sec): 3 clusters
  Score: Raw -3123382.380681 + Penalty 3316.083177 = -3120066.297504
  nChanged 7
		SP:Iteration 63Q (5853.950000 sec): 3 clusters
  Score: Raw -3123383.150351 + Penalty 3316.083177 = -3120067.067174
  nChanged 8
		SP:Iteration 64Q (5854.010000 sec): 3 clusters
  Score: Raw -3123384.135709 + Penalty 3316.083177 = -3120068.052532
  nChanged 11
		SP:Iteration 65Q (5854.060000 sec): 3 clusters
  Score: Raw -3123385.310251 + Penalty 3316.083177 = -3120069.227074
  nChanged 9
		SP:Iteration 66Q (5854.120000 sec): 3 clusters
  Score: Raw -3123386.075851 + Penalty 3316.083177 = -3120069.992674
  nChanged 3
		SP:Iteration 67Q (5854.180000 sec): 3 clusters
  Score: Raw -3123386.391446 + Penalty 3316.083177 = -3120070.308269
  nChanged 4
		SP:Iteration 68Q (5854.230000 sec): 3 clusters
  Score: Raw -3123386.607950 + Penalty 3316.083177 = -3120070.524773
  nChanged 4
		SP:Iteration 69Q (5854.290000 sec): 3 clusters
  Score: Raw -3123386.943819 + Penalty 3316.083177 = -3120070.860642
  nChanged 2
		SP:Iteration 70Q (5854.340000 sec): 3 clusters
  Score: Raw -3123387.042108 + Penalty 3316.083177 = -3120070.958931
  nChanged 1
		SP:Iteration 71Q (5854.400000 sec): 3 clusters
  Score: Raw -3123387.143572 + Penalty 3316.083177 = -3120071.060396
  nChanged 1
		SP:Iteration 72Q (5854.450000 sec): 3 clusters
  Score: Raw -3123387.223649 + Penalty 3316.083177 = -3120071.140472
  nChanged 4
		SP:Iteration 73Q (5854.510000 sec): 3 clusters
  Score: Raw -3123387.622788 + Penalty 3316.083177 = -3120071.539611
  nChanged 6
		SP:Iteration 74Q (5854.560000 sec): 3 clusters
  Score: Raw -3123388.001756 + Penalty 3316.083177 = -3120071.918579
  nChanged 1
		SP:Iteration 75Q (5854.620000 sec): 3 clusters
  Score: Raw -3123388.094932 + Penalty 3316.083177 = -3120072.011755
  nChanged 0
		SP:Iteration 76F (5854.680000 sec): 3 clusters
  Score: Raw -3123388.094932 + Penalty 3316.083177 = -3120072.011755
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 67 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5854.700000 sec): 2 clusters
  Score: Raw -148569.895237 + Penalty 1185.667156 = -147384.228081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5854.710000 sec): 3 clusters
  Score: Raw -148025.131251 + Penalty 2371.334312 = -145653.796939
  nChanged 493
		SP:Iteration 1F (5854.710000 sec): 3 clusters
  Score: Raw -148437.546315 + Penalty 2371.334312 = -146066.212002
  nChanged 143
		SP:Iteration 2F (5854.720000 sec): 3 clusters
  Score: Raw -148602.449180 + Penalty 2371.334312 = -146231.114868
  nChanged 85
		SP:Iteration 3F (5854.720000 sec): 3 clusters
  Score: Raw -148684.638176 + Penalty 2371.334312 = -146313.303863
  nChanged 61
		SP:Iteration 4Q (5854.720000 sec): 3 clusters
  Score: Raw -148748.235032 + Penalty 2371.334312 = -146376.900719
  nChanged 52
		SP:Iteration 5Q (5854.730000 sec): 3 clusters
  Score: Raw -148826.513420 + Penalty 2371.334312 = -146455.179108
  nChanged 52
		SP:Iteration 6Q (5854.730000 sec): 3 clusters
  Score: Raw -148901.441589 + Penalty 2371.334312 = -146530.107276
  nChanged 54
		SP:Iteration 7Q (5854.740000 sec): 3 clusters
  Score: Raw -148981.088767 + Penalty 2371.334312 = -146609.754454
  nChanged 50
		SP:Iteration 8Q (5854.740000 sec): 3 clusters
  Score: Raw -149070.141489 + Penalty 2371.334312 = -146698.807177
  nChanged 59
		SP:Iteration 9Q (5854.740000 sec): 3 clusters
  Score: Raw -149175.479555 + Penalty 2371.334312 = -146804.145243
  nChanged 50
		SP:Iteration 10Q (5854.740000 sec): 3 clusters
  Score: Raw -149263.336475 + Penalty 2371.334312 = -146892.002162
  nChanged 37
		SP:Iteration 11Q (5854.750000 sec): 3 clusters
  Score: Raw -149314.076225 + Penalty 2371.334312 = -146942.741913
  nChanged 33
		SP:Iteration 12Q (5854.750000 sec): 3 clusters
  Score: Raw -149349.391646 + Penalty 2371.334312 = -146978.057333
  nChanged 25
		SP:Iteration 13Q (5854.760000 sec): 3 clusters
  Score: Raw -149384.402475 + Penalty 2371.334312 = -147013.068163
  nChanged 24
		SP:Iteration 14Q (5854.760000 sec): 3 clusters
  Score: Raw -149408.314972 + Penalty 2371.334312 = -147036.980660
  nChanged 20
		SP:Iteration 15Q (5854.760000 sec): 3 clusters
  Score: Raw -149427.530850 + Penalty 2371.334312 = -147056.196538
  nChanged 15
		SP:Iteration 16Q (5854.760000 sec): 3 clusters
  Score: Raw -149454.114022 + Penalty 2371.334312 = -147082.779709
  nChanged 21
		SP:Iteration 17Q (5854.770000 sec): 3 clusters
  Score: Raw -149485.492005 + Penalty 2371.334312 = -147114.157693
  nChanged 22
		SP:Iteration 18Q (5854.770000 sec): 3 clusters
  Score: Raw -149516.610608 + Penalty 2371.334312 = -147145.276296
  nChanged 12
		SP:Iteration 19Q (5854.770000 sec): 3 clusters
  Score: Raw -149529.966472 + Penalty 2371.334312 = -147158.632159
  nChanged 9
		SP:Iteration 20F (5854.780000 sec): 3 clusters
  Score: Raw -149545.581476 + Penalty 2371.334312 = -147174.247163
  nChanged 11
		SP:Iteration 21Q (5854.780000 sec): 3 clusters
  Score: Raw -149569.730127 + Penalty 2371.334312 = -147198.395814
  nChanged 17
		SP:Iteration 22Q (5854.780000 sec): 3 clusters
  Score: Raw -149592.623556 + Penalty 2371.334312 = -147221.289244
  nChanged 14
		SP:Iteration 23Q (5854.790000 sec): 3 clusters
  Score: Raw -149602.627614 + Penalty 2371.334312 = -147231.293302
  nChanged 3
		SP:Iteration 24Q (5854.790000 sec): 3 clusters
  Score: Raw -149604.104821 + Penalty 2371.334312 = -147232.770508
  nChanged 2
		SP:Iteration 25Q (5854.790000 sec): 3 clusters
  Score: Raw -149605.130045 + Penalty 2371.334312 = -147233.795733
  nChanged 1
		SP:Iteration 26Q (5854.800000 sec): 3 clusters
  Score: Raw -149605.677321 + Penalty 2371.334312 = -147234.343009
  nChanged 1
		SP:Iteration 27Q (5854.800000 sec): 3 clusters
  Score: Raw -149606.684343 + Penalty 2371.334312 = -147235.350030
  nChanged 2
		SP:Iteration 28Q (5854.800000 sec): 3 clusters
  Score: Raw -149607.430255 + Penalty 2371.334312 = -147236.095942
  nChanged 1
		SP:Iteration 29Q (5854.800000 sec): 3 clusters
  Score: Raw -149608.453761 + Penalty 2371.334312 = -147237.119448
  nChanged 1
		SP:Iteration 30Q (5854.810000 sec): 3 clusters
  Score: Raw -149609.465311 + Penalty 2371.334312 = -147238.130999
  nChanged 0
		SP:Iteration 31F (5854.810000 sec): 3 clusters
  Score: Raw -149609.465311 + Penalty 2371.334312 = -147238.130999
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 68 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5854.820000 sec): 2 clusters
  Score: Raw -204021.427180 + Penalty 1216.483550 = -202804.943630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5854.820000 sec): 3 clusters
  Score: Raw -203255.680059 + Penalty 2432.967101 = -200822.712958
  nChanged 590
		SP:Iteration 1F (5854.830000 sec): 3 clusters
  Score: Raw -203644.627416 + Penalty 2432.967101 = -201211.660316
  nChanged 161
		SP:Iteration 2F (5854.830000 sec): 3 clusters
  Score: Raw -203778.274993 + Penalty 2432.967101 = -201345.307892
  nChanged 108
		SP:Iteration 3F (5854.840000 sec): 3 clusters
  Score: Raw -203863.407780 + Penalty 2432.967101 = -201430.440679
  nChanged 76
		SP:Iteration 4Q (5854.840000 sec): 3 clusters
  Score: Raw -203932.002601 + Penalty 2432.967101 = -201499.035500
  nChanged 71
		SP:Iteration 5Q (5854.840000 sec): 3 clusters
  Score: Raw -203984.068642 + Penalty 2432.967101 = -201551.101541
  nChanged 47
		SP:Iteration 6Q (5854.850000 sec): 3 clusters
  Score: Raw -204016.632344 + Penalty 2432.967101 = -201583.665243
  nChanged 32
		SP:Iteration 7Q (5854.860000 sec): 3 clusters
  Score: Raw -204040.025949 + Penalty 2432.967101 = -201607.058848
  nChanged 30
		SP:Iteration 8Q (5854.860000 sec): 3 clusters
  Score: Raw -204055.776860 + Penalty 2432.967101 = -201622.809759
  nChanged 16
		SP:Iteration 9Q (5854.860000 sec): 3 clusters
  Score: Raw -204066.666650 + Penalty 2432.967101 = -201633.699550
  nChanged 13
		SP:Iteration 10Q (5854.870000 sec): 3 clusters
  Score: Raw -204075.537444 + Penalty 2432.967101 = -201642.570344
  nChanged 10
		SP:Iteration 11Q (5854.870000 sec): 3 clusters
  Score: Raw -204081.188249 + Penalty 2432.967101 = -201648.221148
  nChanged 5
		SP:Iteration 12Q (5854.880000 sec): 3 clusters
  Score: Raw -204084.056668 + Penalty 2432.967101 = -201651.089567
  nChanged 5
		SP:Iteration 13Q (5854.880000 sec): 3 clusters
  Score: Raw -204087.450343 + Penalty 2432.967101 = -201654.483242
  nChanged 10
		SP:Iteration 14Q (5854.880000 sec): 3 clusters
  Score: Raw -204092.181426 + Penalty 2432.967101 = -201659.214325
  nChanged 4
		SP:Iteration 15Q (5854.890000 sec): 3 clusters
  Score: Raw -204094.243866 + Penalty 2432.967101 = -201661.276765
  nChanged 6
		SP:Iteration 16Q (5854.890000 sec): 3 clusters
  Score: Raw -204097.445246 + Penalty 2432.967101 = -201664.478146
  nChanged 4
		SP:Iteration 17Q (5854.900000 sec): 3 clusters
  Score: Raw -204100.015907 + Penalty 2432.967101 = -201667.048806
  nChanged 4
		SP:Iteration 18Q (5854.900000 sec): 3 clusters
  Score: Raw -204102.389817 + Penalty 2432.967101 = -201669.422717
  nChanged 2
		SP:Iteration 19Q (5854.910000 sec): 3 clusters
  Score: Raw -204102.786128 + Penalty 2432.967101 = -201669.819028
  nChanged 0
		SP:Iteration 20F (5854.910000 sec): 3 clusters
  Score: Raw -204102.786128 + Penalty 2432.967101 = -201669.819028
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 69 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5854.920000 sec): 2 clusters
  Score: Raw -42283.867223 + Penalty 979.203221 = -41304.664003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5854.920000 sec): 3 clusters
  Score: Raw -42290.042697 + Penalty 1958.406441 = -40331.636256
  nChanged 97
		SP:Iteration 1F (5854.920000 sec): 3 clusters
  Score: Raw -42494.207090 + Penalty 1958.406441 = -40535.800648
  nChanged 29
		SP:Iteration 2F (5854.920000 sec): 3 clusters
  Score: Raw -42565.513318 + Penalty 1958.406441 = -40607.106877
  nChanged 14
		SP:Iteration 3Q (5854.920000 sec): 3 clusters
  Score: Raw -42623.265116 + Penalty 1958.406441 = -40664.858674
  nChanged 14
		SP:Iteration 4Q (5854.920000 sec): 3 clusters
  Score: Raw -42660.198392 + Penalty 1958.406441 = -40701.791951
  nChanged 6
		SP:Iteration 5Q (5854.920000 sec): 3 clusters
  Score: Raw -42684.070068 + Penalty 1958.406441 = -40725.663626
  nChanged 8
		SP:Iteration 6Q (5854.920000 sec): 3 clusters
  Score: Raw -42714.471327 + Penalty 1958.406441 = -40756.064885
  nChanged 4
		SP:Iteration 7Q (5854.920000 sec): 3 clusters
  Score: Raw -42737.471242 + Penalty 1958.406441 = -40779.064800
  nChanged 2
		SP:Iteration 8Q (5854.920000 sec): 3 clusters
  Score: Raw -42744.995721 + Penalty 1958.406441 = -40786.589280
  nChanged 4
		SP:Iteration 9Q (5854.930000 sec): 3 clusters
  Score: Raw -42765.609380 + Penalty 1958.406441 = -40807.202939
  nChanged 4
		SP:Iteration 10Q (5854.930000 sec): 3 clusters
  Score: Raw -42789.031818 + Penalty 1958.406441 = -40830.625376
  nChanged 4
		SP:Iteration 11Q (5854.930000 sec): 3 clusters
  Score: Raw -42803.592837 + Penalty 1958.406441 = -40845.186396
  nChanged 8
		SP:Iteration 12Q (5854.930000 sec): 3 clusters
  Score: Raw -42830.397846 + Penalty 1958.406441 = -40871.991404
  nChanged 9
		SP:Iteration 13Q (5854.930000 sec): 3 clusters
  Score: Raw -42872.088270 + Penalty 1958.406441 = -40913.681828
  nChanged 8
		SP:Iteration 14Q (5854.930000 sec): 3 clusters
  Score: Raw -42899.220753 + Penalty 1958.406441 = -40940.814311
  nChanged 5
		SP:Iteration 15Q (5854.930000 sec): 3 clusters
  Score: Raw -42921.188504 + Penalty 1958.406441 = -40962.782063
  nChanged 7
		SP:Iteration 16Q (5854.930000 sec): 3 clusters
  Score: Raw -42958.342950 + Penalty 1958.406441 = -40999.936508
  nChanged 10
		SP:Iteration 17Q (5854.930000 sec): 3 clusters
  Score: Raw -43029.013222 + Penalty 1958.406441 = -41070.606780
  nChanged 9
		SP:Iteration 18Q (5854.940000 sec): 3 clusters
  Score: Raw -43071.843713 + Penalty 1958.406441 = -41113.437272
  nChanged 9
		SP:Iteration 19Q (5854.940000 sec): 3 clusters
  Score: Raw -43100.318081 + Penalty 1958.406441 = -41141.911639
  nChanged 6
		SP:Iteration 20F (5854.940000 sec): 3 clusters
  Score: Raw -43121.616429 + Penalty 1958.406441 = -41163.209988
  nChanged 5
		SP:Iteration 21Q (5854.940000 sec): 3 clusters
  Score: Raw -43132.025689 + Penalty 1958.406441 = -41173.619248
  nChanged 5
		SP:Iteration 22Q (5854.940000 sec): 3 clusters
  Score: Raw -43145.702633 + Penalty 1958.406441 = -41187.296192
  nChanged 2
		SP:Iteration 23Q (5854.940000 sec): 3 clusters
  Score: Raw -43151.792450 + Penalty 1958.406441 = -41193.386008
  nChanged 1
		SP:Iteration 24Q (5854.940000 sec): 3 clusters
  Score: Raw -43154.754608 + Penalty 1958.406441 = -41196.348167
  nChanged 0
		SP:Iteration 25F (5854.940000 sec): 3 clusters
  Score: Raw -43154.754608 + Penalty 1958.406441 = -41196.348167
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 70 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5854.970000 sec): 2 clusters
  Score: Raw -797744.739056 + Penalty 1441.505560 = -796303.233496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5854.980000 sec): 3 clusters
  Score: Raw -793871.540957 + Penalty 2883.011119 = -790988.529838
  nChanged 3032
		SP:Iteration 1F (5855.000000 sec): 3 clusters
  Score: Raw -795424.735301 + Penalty 2883.011119 = -792541.724181
  nChanged 464
		SP:Iteration 2F (5855.020000 sec): 3 clusters
  Score: Raw -795642.299095 + Penalty 2883.011119 = -792759.287976
  nChanged 366
		SP:Iteration 3F (5855.040000 sec): 3 clusters
  Score: Raw -795828.669824 + Penalty 2883.011119 = -792945.658705
  nChanged 370
		SP:Iteration 4F (5855.060000 sec): 3 clusters
  Score: Raw -796015.383486 + Penalty 2883.011119 = -793132.372367
  nChanged 326
		SP:Iteration 5Q (5855.080000 sec): 3 clusters
  Score: Raw -796192.507344 + Penalty 2883.011119 = -793309.496225
  nChanged 336
		SP:Iteration 6Q (5855.090000 sec): 3 clusters
  Score: Raw -796392.509255 + Penalty 2883.011119 = -793509.498136
  nChanged 348
		SP:Iteration 7Q (5855.110000 sec): 3 clusters
  Score: Raw -796605.892319 + Penalty 2883.011119 = -793722.881199
  nChanged 335
		SP:Iteration 8Q (5855.130000 sec): 3 clusters
  Score: Raw -796848.112148 + Penalty 2883.011119 = -793965.101029
  nChanged 335
		SP:Iteration 9Q (5855.150000 sec): 3 clusters
  Score: Raw -797096.670668 + Penalty 2883.011119 = -794213.659548
  nChanged 267
		SP:Iteration 10Q (5855.160000 sec): 3 clusters
  Score: Raw -797316.935469 + Penalty 2883.011119 = -794433.924349
  nChanged 209
		SP:Iteration 11Q (5855.180000 sec): 3 clusters
  Score: Raw -797496.669868 + Penalty 2883.011119 = -794613.658749
  nChanged 156
		SP:Iteration 12Q (5855.200000 sec): 3 clusters
  Score: Raw -797644.489238 + Penalty 2883.011119 = -794761.478119
  nChanged 112
		SP:Iteration 13Q (5855.220000 sec): 3 clusters
  Score: Raw -797755.118988 + Penalty 2883.011119 = -794872.107869
  nChanged 58
		SP:Iteration 14Q (5855.230000 sec): 3 clusters
  Score: Raw -797821.863801 + Penalty 2883.011119 = -794938.852682
  nChanged 32
		SP:Iteration 15Q (5855.250000 sec): 3 clusters
  Score: Raw -797861.627643 + Penalty 2883.011119 = -794978.616524
  nChanged 22
		SP:Iteration 16Q (5855.260000 sec): 3 clusters
  Score: Raw -797885.146887 + Penalty 2883.011119 = -795002.135768
  nChanged 11
		SP:Iteration 17Q (5855.280000 sec): 3 clusters
  Score: Raw -797897.464483 + Penalty 2883.011119 = -795014.453364
  nChanged 6
		SP:Iteration 18Q (5855.290000 sec): 3 clusters
  Score: Raw -797904.574230 + Penalty 2883.011119 = -795021.563110
  nChanged 7
		SP:Iteration 19Q (5855.300000 sec): 3 clusters
  Score: Raw -797910.234993 + Penalty 2883.011119 = -795027.223873
  nChanged 3
		SP:Iteration 20F (5855.320000 sec): 3 clusters
  Score: Raw -797915.775077 + Penalty 2883.011119 = -795032.763958
  nChanged 3
		SP:Iteration 21Q (5855.340000 sec): 3 clusters
  Score: Raw -797920.353390 + Penalty 2883.011119 = -795037.342270
  nChanged 3
		SP:Iteration 22Q (5855.350000 sec): 3 clusters
  Score: Raw -797923.647311 + Penalty 2883.011119 = -795040.636192
  nChanged 1
		SP:Iteration 23Q (5855.360000 sec): 3 clusters
  Score: Raw -797924.619815 + Penalty 2883.011119 = -795041.608696
  nChanged 0
		SP:Iteration 24F (5855.380000 sec): 3 clusters
  Score: Raw -797924.619815 + Penalty 2883.011119 = -795041.608696
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 71 (903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.390000 sec): 2 clusters
  Score: Raw -102237.101305 + Penalty 1105.929915 = -101131.171390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.390000 sec): 3 clusters
  Score: Raw -101988.603084 + Penalty 2211.859830 = -99776.743254
  nChanged 274
		SP:Iteration 1F (5855.390000 sec): 3 clusters
  Score: Raw -102258.297407 + Penalty 2211.859830 = -100046.437577
  nChanged 66
		SP:Iteration 2F (5855.400000 sec): 3 clusters
  Score: Raw -102331.908023 + Penalty 2211.859830 = -100120.048194
  nChanged 38
		SP:Iteration 3Q (5855.400000 sec): 3 clusters
  Score: Raw -102376.349218 + Penalty 2211.859830 = -100164.489389
  nChanged 23
		SP:Iteration 4Q (5855.400000 sec): 3 clusters
  Score: Raw -102396.025964 + Penalty 2211.859830 = -100184.166135
  nChanged 7
		SP:Iteration 5Q (5855.400000 sec): 3 clusters
  Score: Raw -102403.459116 + Penalty 2211.859830 = -100191.599286
  nChanged 6
		SP:Iteration 6Q (5855.400000 sec): 3 clusters
  Score: Raw -102408.990943 + Penalty 2211.859830 = -100197.131113
  nChanged 4
		SP:Iteration 7Q (5855.410000 sec): 3 clusters
  Score: Raw -102411.674318 + Penalty 2211.859830 = -100199.814488
  nChanged 3
		SP:Iteration 8Q (5855.410000 sec): 3 clusters
  Score: Raw -102413.613300 + Penalty 2211.859830 = -100201.753470
  nChanged 2
		SP:Iteration 9Q (5855.410000 sec): 3 clusters
  Score: Raw -102416.185819 + Penalty 2211.859830 = -100204.325989
  nChanged 3
		SP:Iteration 10Q (5855.410000 sec): 3 clusters
  Score: Raw -102417.453847 + Penalty 2211.859830 = -100205.594017
  nChanged 4
		SP:Iteration 11Q (5855.420000 sec): 3 clusters
  Score: Raw -102420.301589 + Penalty 2211.859830 = -100208.441759
  nChanged 1
		SP:Iteration 12Q (5855.420000 sec): 3 clusters
  Score: Raw -102421.576795 + Penalty 2211.859830 = -100209.716965
  nChanged 1
		SP:Iteration 13Q (5855.420000 sec): 3 clusters
  Score: Raw -102422.261795 + Penalty 2211.859830 = -100210.401965
  nChanged 3
		SP:Iteration 14Q (5855.420000 sec): 3 clusters
  Score: Raw -102426.632795 + Penalty 2211.859830 = -100214.772965
  nChanged 2
		SP:Iteration 15Q (5855.420000 sec): 3 clusters
  Score: Raw -102428.907949 + Penalty 2211.859830 = -100217.048119
  nChanged 0
		SP:Iteration 16F (5855.430000 sec): 3 clusters
  Score: Raw -102428.907949 + Penalty 2211.859830 = -100217.048119
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 72 (3166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.440000 sec): 2 clusters
  Score: Raw -339716.470715 + Penalty 1309.786439 = -338406.684276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.450000 sec): 3 clusters
  Score: Raw -338236.801296 + Penalty 2619.572878 = -335617.228418
  nChanged 1189
		SP:Iteration 1F (5855.460000 sec): 3 clusters
  Score: Raw -338943.873893 + Penalty 2619.572878 = -336324.301015
  nChanged 260
		SP:Iteration 2F (5855.460000 sec): 3 clusters
  Score: Raw -339141.323506 + Penalty 2619.572878 = -336521.750628
  nChanged 207
		SP:Iteration 3F (5855.470000 sec): 3 clusters
  Score: Raw -339304.244323 + Penalty 2619.572878 = -336684.671445
  nChanged 168
		SP:Iteration 4F (5855.480000 sec): 3 clusters
  Score: Raw -339438.876055 + Penalty 2619.572878 = -336819.303177
  nChanged 147
		SP:Iteration 5Q (5855.490000 sec): 3 clusters
  Score: Raw -339537.321183 + Penalty 2619.572878 = -336917.748305
  nChanged 125
		SP:Iteration 6Q (5855.500000 sec): 3 clusters
  Score: Raw -339615.075695 + Penalty 2619.572878 = -336995.502817
  nChanged 93
		SP:Iteration 7Q (5855.500000 sec): 3 clusters
  Score: Raw -339676.107958 + Penalty 2619.572878 = -337056.535080
  nChanged 91
		SP:Iteration 8Q (5855.510000 sec): 3 clusters
  Score: Raw -339736.435330 + Penalty 2619.572878 = -337116.862452
  nChanged 80
		SP:Iteration 9Q (5855.520000 sec): 3 clusters
  Score: Raw -339788.098295 + Penalty 2619.572878 = -337168.525417
  nChanged 68
		SP:Iteration 10Q (5855.520000 sec): 3 clusters
  Score: Raw -339821.004070 + Penalty 2619.572878 = -337201.431191
  nChanged 51
		SP:Iteration 11Q (5855.530000 sec): 3 clusters
  Score: Raw -339850.541197 + Penalty 2619.572878 = -337230.968319
  nChanged 41
		SP:Iteration 12Q (5855.540000 sec): 3 clusters
  Score: Raw -339870.428367 + Penalty 2619.572878 = -337250.855489
  nChanged 34
		SP:Iteration 13Q (5855.550000 sec): 3 clusters
  Score: Raw -339885.235730 + Penalty 2619.572878 = -337265.662852
  nChanged 28
		SP:Iteration 14Q (5855.560000 sec): 3 clusters
  Score: Raw -339896.414440 + Penalty 2619.572878 = -337276.841561
  nChanged 18
		SP:Iteration 15Q (5855.560000 sec): 3 clusters
  Score: Raw -339904.040214 + Penalty 2619.572878 = -337284.467336
  nChanged 22
		SP:Iteration 16Q (5855.570000 sec): 3 clusters
  Score: Raw -339913.231808 + Penalty 2619.572878 = -337293.658930
  nChanged 23
		SP:Iteration 17Q (5855.580000 sec): 3 clusters
  Score: Raw -339926.452160 + Penalty 2619.572878 = -337306.879282
  nChanged 32
		SP:Iteration 18Q (5855.580000 sec): 3 clusters
  Score: Raw -339945.354991 + Penalty 2619.572878 = -337325.782113
  nChanged 26
		SP:Iteration 19Q (5855.590000 sec): 3 clusters
  Score: Raw -339958.958552 + Penalty 2619.572878 = -337339.385674
  nChanged 21
		SP:Iteration 20F (5855.600000 sec): 3 clusters
  Score: Raw -339968.690517 + Penalty 2619.572878 = -337349.117639
  nChanged 19
		SP:Iteration 21Q (5855.600000 sec): 3 clusters
  Score: Raw -339974.838786 + Penalty 2619.572878 = -337355.265907
  nChanged 16
		SP:Iteration 22Q (5855.610000 sec): 3 clusters
  Score: Raw -339981.286973 + Penalty 2619.572878 = -337361.714095
  nChanged 18
		SP:Iteration 23Q (5855.620000 sec): 3 clusters
  Score: Raw -339989.109526 + Penalty 2619.572878 = -337369.536648
  nChanged 21
		SP:Iteration 24Q (5855.630000 sec): 3 clusters
  Score: Raw -340002.218008 + Penalty 2619.572878 = -337382.645130
  nChanged 22
		SP:Iteration 25Q (5855.640000 sec): 3 clusters
  Score: Raw -340011.892348 + Penalty 2619.572878 = -337392.319470
  nChanged 24
		SP:Iteration 26Q (5855.640000 sec): 3 clusters
  Score: Raw -340024.884374 + Penalty 2619.572878 = -337405.311496
  nChanged 24
		SP:Iteration 27Q (5855.650000 sec): 3 clusters
  Score: Raw -340037.119193 + Penalty 2619.572878 = -337417.546315
  nChanged 20
		SP:Iteration 28Q (5855.660000 sec): 3 clusters
  Score: Raw -340048.936038 + Penalty 2619.572878 = -337429.363160
  nChanged 25
		SP:Iteration 29Q (5855.660000 sec): 3 clusters
  Score: Raw -340061.501831 + Penalty 2619.572878 = -337441.928953
  nChanged 23
		SP:Iteration 30Q (5855.670000 sec): 3 clusters
  Score: Raw -340071.395504 + Penalty 2619.572878 = -337451.822626
  nChanged 24
		SP:Iteration 31Q (5855.680000 sec): 3 clusters
  Score: Raw -340082.573356 + Penalty 2619.572878 = -337463.000478
  nChanged 24
		SP:Iteration 32Q (5855.690000 sec): 3 clusters
  Score: Raw -340092.384823 + Penalty 2619.572878 = -337472.811945
  nChanged 16
		SP:Iteration 33Q (5855.700000 sec): 3 clusters
  Score: Raw -340097.750949 + Penalty 2619.572878 = -337478.178071
  nChanged 10
		SP:Iteration 34Q (5855.700000 sec): 3 clusters
  Score: Raw -340101.806910 + Penalty 2619.572878 = -337482.234032
  nChanged 9
		SP:Iteration 35Q (5855.710000 sec): 3 clusters
  Score: Raw -340104.726496 + Penalty 2619.572878 = -337485.153618
  nChanged 9
		SP:Iteration 36Q (5855.720000 sec): 3 clusters
  Score: Raw -340108.346901 + Penalty 2619.572878 = -337488.774023
  nChanged 8
		SP:Iteration 37Q (5855.720000 sec): 3 clusters
  Score: Raw -340111.505479 + Penalty 2619.572878 = -337491.932601
  nChanged 10
		SP:Iteration 38Q (5855.730000 sec): 3 clusters
  Score: Raw -340114.055238 + Penalty 2619.572878 = -337494.482360
  nChanged 5
		SP:Iteration 39Q (5855.740000 sec): 3 clusters
  Score: Raw -340115.643989 + Penalty 2619.572878 = -337496.071111
  nChanged 2
		SP:Iteration 40F (5855.750000 sec): 3 clusters
  Score: Raw -340116.131749 + Penalty 2619.572878 = -337496.558871
  nChanged 2
		SP:Iteration 41Q (5855.750000 sec): 3 clusters
  Score: Raw -340116.750801 + Penalty 2619.572878 = -337497.177922
  nChanged 2
		SP:Iteration 42Q (5855.760000 sec): 3 clusters
  Score: Raw -340117.108859 + Penalty 2619.572878 = -337497.535981
  nChanged 2
		SP:Iteration 43Q (5855.770000 sec): 3 clusters
  Score: Raw -340118.050572 + Penalty 2619.572878 = -337498.477694
  nChanged 2
		SP:Iteration 44Q (5855.780000 sec): 3 clusters
  Score: Raw -340119.350399 + Penalty 2619.572878 = -337499.777521
  nChanged 2
		SP:Iteration 45Q (5855.780000 sec): 3 clusters
  Score: Raw -340119.856964 + Penalty 2619.572878 = -337500.284086
  nChanged 0
		SP:Iteration 46F (5855.790000 sec): 3 clusters
  Score: Raw -340119.856964 + Penalty 2619.572878 = -337500.284086
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 73 (1053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.800000 sec): 2 clusters
  Score: Raw -107144.533480 + Penalty 1130.902258 = -106013.631222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.800000 sec): 3 clusters
  Score: Raw -106810.043803 + Penalty 2261.804516 = -104548.239286
  nChanged 314
		SP:Iteration 1F (5855.800000 sec): 3 clusters
  Score: Raw -107120.561696 + Penalty 2261.804516 = -104858.757180
  nChanged 95
		SP:Iteration 2F (5855.810000 sec): 3 clusters
  Score: Raw -107308.203588 + Penalty 2261.804516 = -105046.399072
  nChanged 89
		SP:Iteration 3F (5855.810000 sec): 3 clusters
  Score: Raw -107493.175570 + Penalty 2261.804516 = -105231.371054
  nChanged 70
		SP:Iteration 4F (5855.810000 sec): 3 clusters
  Score: Raw -107629.455542 + Penalty 2261.804516 = -105367.651026
  nChanged 72
		SP:Iteration 5F (5855.820000 sec): 3 clusters
  Score: Raw -107769.307369 + Penalty 2261.804516 = -105507.502853
  nChanged 55
		SP:Iteration 6F (5855.820000 sec): 3 clusters
  Score: Raw -107875.604360 + Penalty 2261.804516 = -105613.799844
  nChanged 32
		SP:Iteration 7Q (5855.820000 sec): 3 clusters
  Score: Raw -107934.816692 + Penalty 2261.804516 = -105673.012175
  nChanged 22
		SP:Iteration 8Q (5855.820000 sec): 3 clusters
  Score: Raw -107969.981878 + Penalty 2261.804516 = -105708.177361
  nChanged 13
		SP:Iteration 9Q (5855.820000 sec): 3 clusters
  Score: Raw -107989.337683 + Penalty 2261.804516 = -105727.533167
  nChanged 11
		SP:Iteration 10Q (5855.830000 sec): 3 clusters
  Score: Raw -108006.098486 + Penalty 2261.804516 = -105744.293969
  nChanged 5
		SP:Iteration 11Q (5855.830000 sec): 3 clusters
  Score: Raw -108014.364588 + Penalty 2261.804516 = -105752.560072
  nChanged 3
		SP:Iteration 12Q (5855.830000 sec): 3 clusters
  Score: Raw -108019.770587 + Penalty 2261.804516 = -105757.966070
  nChanged 4
		SP:Iteration 13Q (5855.830000 sec): 3 clusters
  Score: Raw -108024.061021 + Penalty 2261.804516 = -105762.256505
  nChanged 3
		SP:Iteration 14Q (5855.840000 sec): 3 clusters
  Score: Raw -108029.107088 + Penalty 2261.804516 = -105767.302571
  nChanged 3
		SP:Iteration 15Q (5855.840000 sec): 3 clusters
  Score: Raw -108033.124377 + Penalty 2261.804516 = -105771.319860
  nChanged 2
		SP:Iteration 16Q (5855.840000 sec): 3 clusters
  Score: Raw -108035.412929 + Penalty 2261.804516 = -105773.608413
  nChanged 2
		SP:Iteration 17Q (5855.840000 sec): 3 clusters
  Score: Raw -108039.031634 + Penalty 2261.804516 = -105777.227118
  nChanged 3
		SP:Iteration 18Q (5855.840000 sec): 3 clusters
  Score: Raw -108043.280982 + Penalty 2261.804516 = -105781.476466
  nChanged 1
		SP:Iteration 19Q (5855.850000 sec): 3 clusters
  Score: Raw -108044.198946 + Penalty 2261.804516 = -105782.394430
  nChanged 0
		SP:Iteration 20F (5855.850000 sec): 3 clusters
  Score: Raw -108044.198946 + Penalty 2261.804516 = -105782.394430
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 74 (1045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.860000 sec): 2 clusters
  Score: Raw -106440.364194 + Penalty 1129.662977 = -105310.701217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.860000 sec): 3 clusters
  Score: Raw -106157.682172 + Penalty 2259.325953 = -103898.356219
  nChanged 312
		SP:Iteration 1F (5855.860000 sec): 3 clusters
  Score: Raw -106483.779451 + Penalty 2259.325953 = -104224.453498
  nChanged 92
		SP:Iteration 2F (5855.860000 sec): 3 clusters
  Score: Raw -106627.119274 + Penalty 2259.325953 = -104367.793321
  nChanged 57
		SP:Iteration 3F (5855.870000 sec): 3 clusters
  Score: Raw -106698.727767 + Penalty 2259.325953 = -104439.401813
  nChanged 33
		SP:Iteration 4Q (5855.870000 sec): 3 clusters
  Score: Raw -106733.106619 + Penalty 2259.325953 = -104473.780666
  nChanged 19
		SP:Iteration 5Q (5855.870000 sec): 3 clusters
  Score: Raw -106753.482613 + Penalty 2259.325953 = -104494.156660
  nChanged 11
		SP:Iteration 6Q (5855.880000 sec): 3 clusters
  Score: Raw -106764.114430 + Penalty 2259.325953 = -104504.788477
  nChanged 5
		SP:Iteration 7Q (5855.880000 sec): 3 clusters
  Score: Raw -106771.702226 + Penalty 2259.325953 = -104512.376273
  nChanged 5
		SP:Iteration 8Q (5855.880000 sec): 3 clusters
  Score: Raw -106780.814963 + Penalty 2259.325953 = -104521.489009
  nChanged 9
		SP:Iteration 9Q (5855.880000 sec): 3 clusters
  Score: Raw -106793.858495 + Penalty 2259.325953 = -104534.532542
  nChanged 10
		SP:Iteration 10Q (5855.880000 sec): 3 clusters
  Score: Raw -106805.562623 + Penalty 2259.325953 = -104546.236670
  nChanged 8
		SP:Iteration 11Q (5855.890000 sec): 3 clusters
  Score: Raw -106831.981275 + Penalty 2259.325953 = -104572.655321
  nChanged 11
		SP:Iteration 12Q (5855.890000 sec): 3 clusters
  Score: Raw -106854.583543 + Penalty 2259.325953 = -104595.257589
  nChanged 10
		SP:Iteration 13Q (5855.890000 sec): 3 clusters
  Score: Raw -106869.552427 + Penalty 2259.325953 = -104610.226474
  nChanged 8
		SP:Iteration 14Q (5855.890000 sec): 3 clusters
  Score: Raw -106879.631234 + Penalty 2259.325953 = -104620.305280
  nChanged 8
		SP:Iteration 15Q (5855.900000 sec): 3 clusters
  Score: Raw -106888.444666 + Penalty 2259.325953 = -104629.118713
  nChanged 3
		SP:Iteration 16Q (5855.900000 sec): 3 clusters
  Score: Raw -106891.468545 + Penalty 2259.325953 = -104632.142592
  nChanged 1
		SP:Iteration 17Q (5855.900000 sec): 3 clusters
  Score: Raw -106892.847891 + Penalty 2259.325953 = -104633.521938
  nChanged 1
		SP:Iteration 18Q (5855.900000 sec): 3 clusters
  Score: Raw -106893.780170 + Penalty 2259.325953 = -104634.454217
  nChanged 0
		SP:Iteration 19F (5855.900000 sec): 3 clusters
  Score: Raw -106893.780170 + Penalty 2259.325953 = -104634.454217
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 75 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.910000 sec): 2 clusters
  Score: Raw -63170.708022 + Penalty 1033.430754 = -62137.277268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.910000 sec): 3 clusters
  Score: Raw -63104.429069 + Penalty 2066.861507 = -61037.567561
  nChanged 139
		SP:Iteration 1F (5855.920000 sec): 3 clusters
  Score: Raw -63294.816549 + Penalty 2066.861507 = -61227.955041
  nChanged 45
		SP:Iteration 2F (5855.920000 sec): 3 clusters
  Score: Raw -63381.366117 + Penalty 2066.861507 = -61314.504610
  nChanged 26
		SP:Iteration 3Q (5855.920000 sec): 3 clusters
  Score: Raw -63426.105525 + Penalty 2066.861507 = -61359.244018
  nChanged 16
		SP:Iteration 4Q (5855.920000 sec): 3 clusters
  Score: Raw -63458.060636 + Penalty 2066.861507 = -61391.199129
  nChanged 6
		SP:Iteration 5Q (5855.920000 sec): 3 clusters
  Score: Raw -63471.712394 + Penalty 2066.861507 = -61404.850887
  nChanged 5
		SP:Iteration 6Q (5855.920000 sec): 3 clusters
  Score: Raw -63486.247402 + Penalty 2066.861507 = -61419.385895
  nChanged 5
		SP:Iteration 7Q (5855.920000 sec): 3 clusters
  Score: Raw -63494.249622 + Penalty 2066.861507 = -61427.388115
  nChanged 1
		SP:Iteration 8Q (5855.920000 sec): 3 clusters
  Score: Raw -63496.287033 + Penalty 2066.861507 = -61429.425526
  nChanged 1
		SP:Iteration 9Q (5855.920000 sec): 3 clusters
  Score: Raw -63497.643041 + Penalty 2066.861507 = -61430.781534
  nChanged 0
		SP:Iteration 10F (5855.930000 sec): 3 clusters
  Score: Raw -63497.643041 + Penalty 2066.861507 = -61430.781534
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 76 (649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.930000 sec): 2 clusters
  Score: Raw -72011.688660 + Penalty 1052.257816 = -70959.430843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.930000 sec): 3 clusters
  Score: Raw -71886.751887 + Penalty 2104.515633 = -69782.236254
  nChanged 165
		SP:Iteration 1F (5855.940000 sec): 3 clusters
  Score: Raw -72075.537787 + Penalty 2104.515633 = -69971.022154
  nChanged 49
		SP:Iteration 2F (5855.940000 sec): 3 clusters
  Score: Raw -72135.907698 + Penalty 2104.515633 = -70031.392065
  nChanged 24
		SP:Iteration 3Q (5855.940000 sec): 3 clusters
  Score: Raw -72156.444798 + Penalty 2104.515633 = -70051.929165
  nChanged 8
		SP:Iteration 4Q (5855.940000 sec): 3 clusters
  Score: Raw -72167.085304 + Penalty 2104.515633 = -70062.569671
  nChanged 11
		SP:Iteration 5Q (5855.940000 sec): 3 clusters
  Score: Raw -72184.117312 + Penalty 2104.515633 = -70079.601679
  nChanged 8
		SP:Iteration 6Q (5855.940000 sec): 3 clusters
  Score: Raw -72193.672541 + Penalty 2104.515633 = -70089.156908
  nChanged 5
		SP:Iteration 7Q (5855.940000 sec): 3 clusters
  Score: Raw -72203.033528 + Penalty 2104.515633 = -70098.517895
  nChanged 5
		SP:Iteration 8Q (5855.950000 sec): 3 clusters
  Score: Raw -72214.329187 + Penalty 2104.515633 = -70109.813554
  nChanged 9
		SP:Iteration 9Q (5855.950000 sec): 3 clusters
  Score: Raw -72224.361632 + Penalty 2104.515633 = -70119.845999
  nChanged 5
		SP:Iteration 10Q (5855.950000 sec): 3 clusters
  Score: Raw -72231.280038 + Penalty 2104.515633 = -70126.764405
  nChanged 4
		SP:Iteration 11Q (5855.950000 sec): 3 clusters
  Score: Raw -72235.354125 + Penalty 2104.515633 = -70130.838492
  nChanged 4
		SP:Iteration 12Q (5855.950000 sec): 3 clusters
  Score: Raw -72241.070953 + Penalty 2104.515633 = -70136.555320
  nChanged 6
		SP:Iteration 13Q (5855.960000 sec): 3 clusters
  Score: Raw -72250.279700 + Penalty 2104.515633 = -70145.764067
  nChanged 4
		SP:Iteration 14Q (5855.960000 sec): 3 clusters
  Score: Raw -72263.711060 + Penalty 2104.515633 = -70159.195427
  nChanged 7
		SP:Iteration 15Q (5855.960000 sec): 3 clusters
  Score: Raw -72283.888117 + Penalty 2104.515633 = -70179.372484
  nChanged 6
		SP:Iteration 16Q (5855.960000 sec): 3 clusters
  Score: Raw -72303.287108 + Penalty 2104.515633 = -70198.771476
  nChanged 8
		SP:Iteration 17Q (5855.960000 sec): 3 clusters
  Score: Raw -72318.457816 + Penalty 2104.515633 = -70213.942183
  nChanged 7
		SP:Iteration 18Q (5855.960000 sec): 3 clusters
  Score: Raw -72334.895697 + Penalty 2104.515633 = -70230.380064
  nChanged 9
		SP:Iteration 19Q (5855.960000 sec): 3 clusters
  Score: Raw -72347.463545 + Penalty 2104.515633 = -70242.947912
  nChanged 2
		SP:Iteration 20F (5855.960000 sec): 3 clusters
  Score: Raw -72349.474455 + Penalty 2104.515633 = -70244.958822
  nChanged 1
		SP:Iteration 21Q (5855.970000 sec): 3 clusters
  Score: Raw -72350.323155 + Penalty 2104.515633 = -70245.807522
  nChanged 1
		SP:Iteration 22Q (5855.970000 sec): 3 clusters
  Score: Raw -72352.680858 + Penalty 2104.515633 = -70248.165225
  nChanged 0
		SP:Iteration 23F (5855.970000 sec): 3 clusters
  Score: Raw -72352.680858 + Penalty 2104.515633 = -70248.165225
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 77 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5855.980000 sec): 2 clusters
  Score: Raw -274295.390241 + Penalty 1279.088071 = -273016.302170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5855.990000 sec): 3 clusters
  Score: Raw -273104.921489 + Penalty 2558.176141 = -270546.745348
  nChanged 947
		SP:Iteration 1F (5856.000000 sec): 3 clusters
  Score: Raw -273724.663761 + Penalty 2558.176141 = -271166.487620
  nChanged 225
		SP:Iteration 2F (5856.000000 sec): 3 clusters
  Score: Raw -273956.648825 + Penalty 2558.176141 = -271398.472684
  nChanged 179
		SP:Iteration 3F (5856.010000 sec): 3 clusters
  Score: Raw -274113.995628 + Penalty 2558.176141 = -271555.819487
  nChanged 140
		SP:Iteration 4F (5856.020000 sec): 3 clusters
  Score: Raw -274264.229648 + Penalty 2558.176141 = -271706.053507
  nChanged 136
		SP:Iteration 5F (5856.020000 sec): 3 clusters
  Score: Raw -274386.009566 + Penalty 2558.176141 = -271827.833425
  nChanged 118
		SP:Iteration 6Q (5856.030000 sec): 3 clusters
  Score: Raw -274482.484998 + Penalty 2558.176141 = -271924.308857
  nChanged 83
		SP:Iteration 7Q (5856.030000 sec): 3 clusters
  Score: Raw -274554.080678 + Penalty 2558.176141 = -271995.904537
  nChanged 94
		SP:Iteration 8Q (5856.040000 sec): 3 clusters
  Score: Raw -274632.436348 + Penalty 2558.176141 = -272074.260207
  nChanged 66
		SP:Iteration 9Q (5856.040000 sec): 3 clusters
  Score: Raw -274686.457937 + Penalty 2558.176141 = -272128.281796
  nChanged 57
		SP:Iteration 10Q (5856.050000 sec): 3 clusters
  Score: Raw -274725.552260 + Penalty 2558.176141 = -272167.376119
  nChanged 51
		SP:Iteration 11Q (5856.060000 sec): 3 clusters
  Score: Raw -274759.858928 + Penalty 2558.176141 = -272201.682787
  nChanged 46
		SP:Iteration 12Q (5856.060000 sec): 3 clusters
  Score: Raw -274794.553806 + Penalty 2558.176141 = -272236.377665
  nChanged 46
		SP:Iteration 13Q (5856.070000 sec): 3 clusters
  Score: Raw -274826.632713 + Penalty 2558.176141 = -272268.456572
  nChanged 28
		SP:Iteration 14Q (5856.080000 sec): 3 clusters
  Score: Raw -274844.255962 + Penalty 2558.176141 = -272286.079820
  nChanged 23
		SP:Iteration 15Q (5856.080000 sec): 3 clusters
  Score: Raw -274855.350796 + Penalty 2558.176141 = -272297.174655
  nChanged 24
		SP:Iteration 16Q (5856.090000 sec): 3 clusters
  Score: Raw -274870.158827 + Penalty 2558.176141 = -272311.982686
  nChanged 22
		SP:Iteration 17Q (5856.100000 sec): 3 clusters
  Score: Raw -274882.086714 + Penalty 2558.176141 = -272323.910572
  nChanged 16
		SP:Iteration 18Q (5856.100000 sec): 3 clusters
  Score: Raw -274889.646985 + Penalty 2558.176141 = -272331.470844
  nChanged 16
		SP:Iteration 19Q (5856.110000 sec): 3 clusters
  Score: Raw -274897.183946 + Penalty 2558.176141 = -272339.007805
  nChanged 12
		SP:Iteration 20F (5856.110000 sec): 3 clusters
  Score: Raw -274904.618185 + Penalty 2558.176141 = -272346.442044
  nChanged 11
		SP:Iteration 21Q (5856.120000 sec): 3 clusters
  Score: Raw -274912.119217 + Penalty 2558.176141 = -272353.943076
  nChanged 13
		SP:Iteration 22Q (5856.120000 sec): 3 clusters
  Score: Raw -274921.386493 + Penalty 2558.176141 = -272363.210352
  nChanged 16
		SP:Iteration 23Q (5856.130000 sec): 3 clusters
  Score: Raw -274931.836691 + Penalty 2558.176141 = -272373.660550
  nChanged 18
		SP:Iteration 24Q (5856.140000 sec): 3 clusters
  Score: Raw -274946.506564 + Penalty 2558.176141 = -272388.330422
  nChanged 21
		SP:Iteration 25Q (5856.140000 sec): 3 clusters
  Score: Raw -274961.331743 + Penalty 2558.176141 = -272403.155601
  nChanged 18
		SP:Iteration 26Q (5856.150000 sec): 3 clusters
  Score: Raw -274976.869863 + Penalty 2558.176141 = -272418.693722
  nChanged 15
		SP:Iteration 27Q (5856.160000 sec): 3 clusters
  Score: Raw -274989.955642 + Penalty 2558.176141 = -272431.779501
  nChanged 18
		SP:Iteration 28Q (5856.160000 sec): 3 clusters
  Score: Raw -275002.867974 + Penalty 2558.176141 = -272444.691833
  nChanged 12
		SP:Iteration 29Q (5856.160000 sec): 3 clusters
  Score: Raw -275011.418981 + Penalty 2558.176141 = -272453.242840
  nChanged 12
		SP:Iteration 30Q (5856.170000 sec): 3 clusters
  Score: Raw -275020.816405 + Penalty 2558.176141 = -272462.640264
  nChanged 15
		SP:Iteration 31Q (5856.180000 sec): 3 clusters
  Score: Raw -275031.134073 + Penalty 2558.176141 = -272472.957932
  nChanged 20
		SP:Iteration 32Q (5856.180000 sec): 3 clusters
  Score: Raw -275045.056012 + Penalty 2558.176141 = -272486.879871
  nChanged 19
		SP:Iteration 33Q (5856.190000 sec): 3 clusters
  Score: Raw -275056.421613 + Penalty 2558.176141 = -272498.245472
  nChanged 15
		SP:Iteration 34Q (5856.200000 sec): 3 clusters
  Score: Raw -275066.469295 + Penalty 2558.176141 = -272508.293154
  nChanged 15
		SP:Iteration 35Q (5856.200000 sec): 3 clusters
  Score: Raw -275073.596315 + Penalty 2558.176141 = -272515.420174
  nChanged 10
		SP:Iteration 36Q (5856.210000 sec): 3 clusters
  Score: Raw -275077.849331 + Penalty 2558.176141 = -272519.673189
  nChanged 4
		SP:Iteration 37Q (5856.210000 sec): 3 clusters
  Score: Raw -275079.908270 + Penalty 2558.176141 = -272521.732129
  nChanged 4
		SP:Iteration 38Q (5856.220000 sec): 3 clusters
  Score: Raw -275083.141608 + Penalty 2558.176141 = -272524.965467
  nChanged 3
		SP:Iteration 39Q (5856.220000 sec): 3 clusters
  Score: Raw -275085.180617 + Penalty 2558.176141 = -272527.004476
  nChanged 5
		SP:Iteration 40F (5856.230000 sec): 3 clusters
  Score: Raw -275088.101549 + Penalty 2558.176141 = -272529.925408
  nChanged 5
		SP:Iteration 41Q (5856.240000 sec): 3 clusters
  Score: Raw -275091.249526 + Penalty 2558.176141 = -272533.073385
  nChanged 7
		SP:Iteration 42Q (5856.240000 sec): 3 clusters
  Score: Raw -275094.853200 + Penalty 2558.176141 = -272536.677059
  nChanged 2
		SP:Iteration 43Q (5856.250000 sec): 3 clusters
  Score: Raw -275095.482550 + Penalty 2558.176141 = -272537.306409
  nChanged 1
		SP:Iteration 44Q (5856.250000 sec): 3 clusters
  Score: Raw -275095.874333 + Penalty 2558.176141 = -272537.698192
  nChanged 1
		SP:Iteration 45Q (5856.260000 sec): 3 clusters
  Score: Raw -275096.386474 + Penalty 2558.176141 = -272538.210333
  nChanged 1
		SP:Iteration 46Q (5856.260000 sec): 3 clusters
  Score: Raw -275096.854571 + Penalty 2558.176141 = -272538.678430
  nChanged 1
		SP:Iteration 47Q (5856.270000 sec): 3 clusters
  Score: Raw -275096.983517 + Penalty 2558.176141 = -272538.807376
  nChanged 2
		SP:Iteration 48Q (5856.280000 sec): 3 clusters
  Score: Raw -275097.362194 + Penalty 2558.176141 = -272539.186052
  nChanged 2
		SP:Iteration 49Q (5856.280000 sec): 3 clusters
  Score: Raw -275097.945521 + Penalty 2558.176141 = -272539.769380
  nChanged 1
		SP:Iteration 50Q (5856.280000 sec): 3 clusters
  Score: Raw -275098.359172 + Penalty 2558.176141 = -272540.183031
  nChanged 1
		SP:Iteration 51Q (5856.290000 sec): 3 clusters
  Score: Raw -275098.684622 + Penalty 2558.176141 = -272540.508481
  nChanged 1
		SP:Iteration 52Q (5856.300000 sec): 3 clusters
  Score: Raw -275099.513044 + Penalty 2558.176141 = -272541.336903
  nChanged 2
		SP:Iteration 53Q (5856.300000 sec): 3 clusters
  Score: Raw -275100.140305 + Penalty 2558.176141 = -272541.964163
  nChanged 2
		SP:Iteration 54Q (5856.310000 sec): 3 clusters
  Score: Raw -275102.023487 + Penalty 2558.176141 = -272543.847346
  nChanged 6
		SP:Iteration 55Q (5856.310000 sec): 3 clusters
  Score: Raw -275107.406198 + Penalty 2558.176141 = -272549.230057
  nChanged 10
		SP:Iteration 56Q (5856.320000 sec): 3 clusters
  Score: Raw -275113.737982 + Penalty 2558.176141 = -272555.561841
  nChanged 9
		SP:Iteration 57Q (5856.320000 sec): 3 clusters
  Score: Raw -275118.218147 + Penalty 2558.176141 = -272560.042006
  nChanged 6
		SP:Iteration 58Q (5856.330000 sec): 3 clusters
  Score: Raw -275121.262123 + Penalty 2558.176141 = -272563.085982
  nChanged 4
		SP:Iteration 59Q (5856.340000 sec): 3 clusters
  Score: Raw -275123.889647 + Penalty 2558.176141 = -272565.713506
  nChanged 9
		SP:Iteration 60F (5856.340000 sec): 3 clusters
  Score: Raw -275129.452866 + Penalty 2558.176141 = -272571.276725
  nChanged 6
		SP:Iteration 61Q (5856.350000 sec): 3 clusters
  Score: Raw -275134.787672 + Penalty 2558.176141 = -272576.611531
  nChanged 6
		SP:Iteration 62Q (5856.350000 sec): 3 clusters
  Score: Raw -275140.501111 + Penalty 2558.176141 = -272582.324970
  nChanged 10
		SP:Iteration 63Q (5856.360000 sec): 3 clusters
  Score: Raw -275146.534748 + Penalty 2558.176141 = -272588.358607
  nChanged 6
		SP:Iteration 64Q (5856.360000 sec): 3 clusters
  Score: Raw -275150.063650 + Penalty 2558.176141 = -272591.887509
  nChanged 8
		SP:Iteration 65Q (5856.370000 sec): 3 clusters
  Score: Raw -275155.268741 + Penalty 2558.176141 = -272597.092600
  nChanged 6
		SP:Iteration 66Q (5856.380000 sec): 3 clusters
  Score: Raw -275160.352355 + Penalty 2558.176141 = -272602.176214
  nChanged 7
		SP:Iteration 67Q (5856.380000 sec): 3 clusters
  Score: Raw -275166.204819 + Penalty 2558.176141 = -272608.028678
  nChanged 5
		SP:Iteration 68Q (5856.380000 sec): 3 clusters
  Score: Raw -275173.297460 + Penalty 2558.176141 = -272615.121319
  nChanged 7
		SP:Iteration 69Q (5856.390000 sec): 3 clusters
  Score: Raw -275180.305100 + Penalty 2558.176141 = -272622.128959
  nChanged 9
		SP:Iteration 70Q (5856.400000 sec): 3 clusters
  Score: Raw -275185.528624 + Penalty 2558.176141 = -272627.352483
  nChanged 6
		SP:Iteration 71Q (5856.400000 sec): 3 clusters
  Score: Raw -275189.241375 + Penalty 2558.176141 = -272631.065234
  nChanged 4
		SP:Iteration 72Q (5856.400000 sec): 3 clusters
  Score: Raw -275190.759214 + Penalty 2558.176141 = -272632.583073
  nChanged 1
		SP:Iteration 73Q (5856.410000 sec): 3 clusters
  Score: Raw -275191.246439 + Penalty 2558.176141 = -272633.070298
  nChanged 1
		SP:Iteration 74Q (5856.420000 sec): 3 clusters
  Score: Raw -275191.830387 + Penalty 2558.176141 = -272633.654246
  nChanged 0
		SP:Iteration 75F (5856.420000 sec): 3 clusters
  Score: Raw -275191.830387 + Penalty 2558.176141 = -272633.654246
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 78 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5856.420000 sec): 2 clusters
  Score: Raw -14191.135294 + Penalty 793.455312 = -13397.679982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5856.420000 sec): 3 clusters
  Score: Raw -14436.241387 + Penalty 1586.910625 = -12849.330762
  nChanged 13
		SP:Iteration 1F (5856.420000 sec): 3 clusters
  Score: Raw -14491.503398 + Penalty 1586.910625 = -12904.592773
  nChanged 1
		SP:Iteration 2Q (5856.420000 sec): 3 clusters
  Score: Raw -14496.963608 + Penalty 1586.910625 = -12910.052983
  nChanged 0
		SP:Iteration 3F (5856.420000 sec): 3 clusters
  Score: Raw -14496.963608 + Penalty 1586.910625 = -12910.052983
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 79 (7698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5856.450000 sec): 2 clusters
  Score: Raw -818934.413644 + Penalty 1454.166323 = -817480.247321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5856.470000 sec): 3 clusters
  Score: Raw -814688.783067 + Penalty 2908.332646 = -811780.450421
  nChanged 3251
		SP:Iteration 1F (5856.490000 sec): 3 clusters
  Score: Raw -816599.746414 + Penalty 2908.332646 = -813691.413768
  nChanged 591
		SP:Iteration 2F (5856.510000 sec): 3 clusters
  Score: Raw -816975.566793 + Penalty 2908.332646 = -814067.234147
  nChanged 553
		SP:Iteration 3F (5856.530000 sec): 3 clusters
  Score: Raw -817331.483553 + Penalty 2908.332646 = -814423.150907
  nChanged 448
		SP:Iteration 4F (5856.550000 sec): 3 clusters
  Score: Raw -817604.466603 + Penalty 2908.332646 = -814696.133957
  nChanged 379
		SP:Iteration 5Q (5856.570000 sec): 3 clusters
  Score: Raw -817786.415251 + Penalty 2908.332646 = -814878.082605
  nChanged 309
		SP:Iteration 6Q (5856.590000 sec): 3 clusters
  Score: Raw -817918.398223 + Penalty 2908.332646 = -815010.065577
  nChanged 249
		SP:Iteration 7Q (5856.610000 sec): 3 clusters
  Score: Raw -818008.220510 + Penalty 2908.332646 = -815099.887864
  nChanged 205
		SP:Iteration 8Q (5856.630000 sec): 3 clusters
  Score: Raw -818084.877393 + Penalty 2908.332646 = -815176.544747
  nChanged 181
		SP:Iteration 9Q (5856.640000 sec): 3 clusters
  Score: Raw -818136.216626 + Penalty 2908.332646 = -815227.883980
  nChanged 148
		SP:Iteration 10Q (5856.660000 sec): 3 clusters
  Score: Raw -818173.626093 + Penalty 2908.332646 = -815265.293447
  nChanged 120
		SP:Iteration 11Q (5856.680000 sec): 3 clusters
  Score: Raw -818207.745623 + Penalty 2908.332646 = -815299.412977
  nChanged 122
		SP:Iteration 12Q (5856.700000 sec): 3 clusters
  Score: Raw -818247.795754 + Penalty 2908.332646 = -815339.463108
  nChanged 121
		SP:Iteration 13Q (5856.720000 sec): 3 clusters
  Score: Raw -818284.700326 + Penalty 2908.332646 = -815376.367680
  nChanged 117
		SP:Iteration 14Q (5856.740000 sec): 3 clusters
  Score: Raw -818319.858770 + Penalty 2908.332646 = -815411.526124
  nChanged 126
		SP:Iteration 15Q (5856.760000 sec): 3 clusters
  Score: Raw -818362.239305 + Penalty 2908.332646 = -815453.906659
  nChanged 128
		SP:Iteration 16Q (5856.780000 sec): 3 clusters
  Score: Raw -818407.346660 + Penalty 2908.332646 = -815499.014014
  nChanged 127
		SP:Iteration 17Q (5856.800000 sec): 3 clusters
  Score: Raw -818451.325637 + Penalty 2908.332646 = -815542.992991
  nChanged 147
		SP:Iteration 18Q (5856.820000 sec): 3 clusters
  Score: Raw -818513.047604 + Penalty 2908.332646 = -815604.714958
  nChanged 174
		SP:Iteration 19Q (5856.840000 sec): 3 clusters
  Score: Raw -818606.236776 + Penalty 2908.332646 = -815697.904130
  nChanged 186
		SP:Iteration 20F (5856.850000 sec): 3 clusters
  Score: Raw -818715.865645 + Penalty 2908.332646 = -815807.532999
  nChanged 200
		SP:Iteration 21Q (5856.870000 sec): 3 clusters
  Score: Raw -818858.458135 + Penalty 2908.332646 = -815950.125489
  nChanged 223
		SP:Iteration 22Q (5856.890000 sec): 3 clusters
  Score: Raw -819049.752729 + Penalty 2908.332646 = -816141.420083
  nChanged 197
		SP:Iteration 23Q (5856.910000 sec): 3 clusters
  Score: Raw -819225.855246 + Penalty 2908.332646 = -816317.522600
  nChanged 185
		SP:Iteration 24Q (5856.930000 sec): 3 clusters
  Score: Raw -819386.013313 + Penalty 2908.332646 = -816477.680667
  nChanged 156
		SP:Iteration 25Q (5856.940000 sec): 3 clusters
  Score: Raw -819503.879946 + Penalty 2908.332646 = -816595.547300
  nChanged 121
		SP:Iteration 26Q (5856.960000 sec): 3 clusters
  Score: Raw -819591.025915 + Penalty 2908.332646 = -816682.693269
  nChanged 92
		SP:Iteration 27Q (5856.980000 sec): 3 clusters
  Score: Raw -819655.539896 + Penalty 2908.332646 = -816747.207250
  nChanged 82
		SP:Iteration 28Q (5857.000000 sec): 3 clusters
  Score: Raw -819703.958336 + Penalty 2908.332646 = -816795.625690
  nChanged 57
		SP:Iteration 29Q (5857.010000 sec): 3 clusters
  Score: Raw -819739.171846 + Penalty 2908.332646 = -816830.839200
  nChanged 54
		SP:Iteration 30Q (5857.030000 sec): 3 clusters
  Score: Raw -819770.461308 + Penalty 2908.332646 = -816862.128662
  nChanged 45
		SP:Iteration 31Q (5857.040000 sec): 3 clusters
  Score: Raw -819797.236592 + Penalty 2908.332646 = -816888.903946
  nChanged 30
		SP:Iteration 32Q (5857.060000 sec): 3 clusters
  Score: Raw -819811.978957 + Penalty 2908.332646 = -816903.646311
  nChanged 21
		SP:Iteration 33Q (5857.080000 sec): 3 clusters
  Score: Raw -819825.642056 + Penalty 2908.332646 = -816917.309410
  nChanged 29
		SP:Iteration 34Q (5857.090000 sec): 3 clusters
  Score: Raw -819842.909842 + Penalty 2908.332646 = -816934.577196
  nChanged 24
		SP:Iteration 35Q (5857.110000 sec): 3 clusters
  Score: Raw -819861.869199 + Penalty 2908.332646 = -816953.536553
  nChanged 22
		SP:Iteration 36Q (5857.120000 sec): 3 clusters
  Score: Raw -819876.920981 + Penalty 2908.332646 = -816968.588335
  nChanged 15
		SP:Iteration 37Q (5857.140000 sec): 3 clusters
  Score: Raw -819891.123067 + Penalty 2908.332646 = -816982.790421
  nChanged 18
		SP:Iteration 38Q (5857.150000 sec): 3 clusters
  Score: Raw -819901.875624 + Penalty 2908.332646 = -816993.542978
  nChanged 14
		SP:Iteration 39Q (5857.170000 sec): 3 clusters
  Score: Raw -819908.624122 + Penalty 2908.332646 = -817000.291476
  nChanged 14
		SP:Iteration 40F (5857.190000 sec): 3 clusters
  Score: Raw -819914.438138 + Penalty 2908.332646 = -817006.105492
  nChanged 6
		SP:Iteration 41Q (5857.200000 sec): 3 clusters
  Score: Raw -819917.836830 + Penalty 2908.332646 = -817009.504184
  nChanged 4
		SP:Iteration 42Q (5857.220000 sec): 3 clusters
  Score: Raw -819921.424060 + Penalty 2908.332646 = -817013.091414
  nChanged 2
		SP:Iteration 43Q (5857.230000 sec): 3 clusters
  Score: Raw -819922.813946 + Penalty 2908.332646 = -817014.481300
  nChanged 6
		SP:Iteration 44Q (5857.250000 sec): 3 clusters
  Score: Raw -819928.032355 + Penalty 2908.332646 = -817019.699709
  nChanged 9
		SP:Iteration 45Q (5857.260000 sec): 3 clusters
  Score: Raw -819933.383517 + Penalty 2908.332646 = -817025.050871
  nChanged 7
		SP:Iteration 46Q (5857.280000 sec): 3 clusters
  Score: Raw -819935.657160 + Penalty 2908.332646 = -817027.324514
  nChanged 5
		SP:Iteration 47Q (5857.290000 sec): 3 clusters
  Score: Raw -819937.337594 + Penalty 2908.332646 = -817029.004948
  nChanged 3
		SP:Iteration 48Q (5857.310000 sec): 3 clusters
  Score: Raw -819938.001795 + Penalty 2908.332646 = -817029.669149
  nChanged 4
		SP:Iteration 49Q (5857.320000 sec): 3 clusters
  Score: Raw -819939.090598 + Penalty 2908.332646 = -817030.757952
  nChanged 3
		SP:Iteration 50Q (5857.340000 sec): 3 clusters
  Score: Raw -819940.615477 + Penalty 2908.332646 = -817032.282831
  nChanged 3
		SP:Iteration 51Q (5857.350000 sec): 3 clusters
  Score: Raw -819942.323273 + Penalty 2908.332646 = -817033.990627
  nChanged 2
		SP:Iteration 52Q (5857.370000 sec): 3 clusters
  Score: Raw -819944.098713 + Penalty 2908.332646 = -817035.766067
  nChanged 1
		SP:Iteration 53Q (5857.380000 sec): 3 clusters
  Score: Raw -819944.275474 + Penalty 2908.332646 = -817035.942828
  nChanged 0
		SP:Iteration 54F (5857.400000 sec): 3 clusters
  Score: Raw -819944.275474 + Penalty 2908.332646 = -817035.942828
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 80 (125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5857.410000 sec): 2 clusters
  Score: Raw -12566.290870 + Penalty 784.600982 = -11781.689888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5857.410000 sec): 3 clusters
  Score: Raw -12750.401260 + Penalty 1569.201965 = -11181.199295
  nChanged 16
		SP:Iteration 1F (5857.410000 sec): 3 clusters
  Score: Raw -12814.863753 + Penalty 1569.201965 = -11245.661789
  nChanged 1
		SP:Iteration 2Q (5857.410000 sec): 3 clusters
  Score: Raw -12817.077980 + Penalty 1569.201965 = -11247.876015
  nChanged 1
		SP:Iteration 3Q (5857.410000 sec): 3 clusters
  Score: Raw -12823.259075 + Penalty 1569.201965 = -11254.057110
  nChanged 0
		SP:Iteration 4F (5857.410000 sec): 3 clusters
  Score: Raw -12823.259075 + Penalty 1569.201965 = -11254.057110
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 81 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5857.420000 sec): 2 clusters
  Score: Raw -60311.712845 + Penalty 1020.564324 = -59291.148522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5857.420000 sec): 3 clusters
  Score: Raw -60227.806966 + Penalty 2041.128648 = -58186.678318
  nChanged 125
		SP:Iteration 1F (5857.420000 sec): 3 clusters
  Score: Raw -60398.089481 + Penalty 2041.128648 = -58356.960833
  nChanged 28
		SP:Iteration 2F (5857.420000 sec): 3 clusters
  Score: Raw -60441.534371 + Penalty 2041.128648 = -58400.405723
  nChanged 10
		SP:Iteration 3Q (5857.420000 sec): 3 clusters
  Score: Raw -60456.623133 + Penalty 2041.128648 = -58415.494486
  nChanged 6
		SP:Iteration 4Q (5857.420000 sec): 3 clusters
  Score: Raw -60468.912276 + Penalty 2041.128648 = -58427.783628
  nChanged 5
		SP:Iteration 5Q (5857.420000 sec): 3 clusters
  Score: Raw -60477.576124 + Penalty 2041.128648 = -58436.447477
  nChanged 4
		SP:Iteration 6Q (5857.430000 sec): 3 clusters
  Score: Raw -60484.544702 + Penalty 2041.128648 = -58443.416054
  nChanged 1
		SP:Iteration 7Q (5857.430000 sec): 3 clusters
  Score: Raw -60486.780281 + Penalty 2041.128648 = -58445.651633
  nChanged 1
		SP:Iteration 8Q (5857.430000 sec): 3 clusters
  Score: Raw -60487.347437 + Penalty 2041.128648 = -58446.218789
  nChanged 0
		SP:Iteration 9F (5857.430000 sec): 3 clusters
  Score: Raw -60487.347437 + Penalty 2041.128648 = -58446.218789
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 82 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5857.440000 sec): 2 clusters
  Score: Raw -326091.279635 + Penalty 1291.152757 = -324800.126878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5857.450000 sec): 3 clusters
  Score: Raw -324775.033852 + Penalty 2582.305514 = -322192.728338
  nChanged 1054
		SP:Iteration 1F (5857.460000 sec): 3 clusters
  Score: Raw -325354.249207 + Penalty 2582.305514 = -322771.943693
  nChanged 191
		SP:Iteration 2F (5857.460000 sec): 3 clusters
  Score: Raw -325461.658223 + Penalty 2582.305514 = -322879.352709
  nChanged 141
		SP:Iteration 3Q (5857.470000 sec): 3 clusters
  Score: Raw -325546.768206 + Penalty 2582.305514 = -322964.462692
  nChanged 107
		SP:Iteration 4Q (5857.480000 sec): 3 clusters
  Score: Raw -325608.269139 + Penalty 2582.305514 = -323025.963625
  nChanged 75
		SP:Iteration 5Q (5857.490000 sec): 3 clusters
  Score: Raw -325652.253300 + Penalty 2582.305514 = -323069.947786
  nChanged 75
		SP:Iteration 6Q (5857.500000 sec): 3 clusters
  Score: Raw -325691.217805 + Penalty 2582.305514 = -323108.912291
  nChanged 66
		SP:Iteration 7Q (5857.510000 sec): 3 clusters
  Score: Raw -325732.529083 + Penalty 2582.305514 = -323150.223569
  nChanged 59
		SP:Iteration 8Q (5857.510000 sec): 3 clusters
  Score: Raw -325762.924441 + Penalty 2582.305514 = -323180.618927
  nChanged 48
		SP:Iteration 9Q (5857.520000 sec): 3 clusters
  Score: Raw -325779.151435 + Penalty 2582.305514 = -323196.845921
  nChanged 23
		SP:Iteration 10Q (5857.530000 sec): 3 clusters
  Score: Raw -325790.954420 + Penalty 2582.305514 = -323208.648906
  nChanged 33
		SP:Iteration 11Q (5857.530000 sec): 3 clusters
  Score: Raw -325813.574438 + Penalty 2582.305514 = -323231.268924
  nChanged 35
		SP:Iteration 12Q (5857.540000 sec): 3 clusters
  Score: Raw -325833.915775 + Penalty 2582.305514 = -323251.610260
  nChanged 37
		SP:Iteration 13Q (5857.550000 sec): 3 clusters
  Score: Raw -325854.279267 + Penalty 2582.305514 = -323271.973752
  nChanged 44
		SP:Iteration 14Q (5857.550000 sec): 3 clusters
  Score: Raw -325876.964330 + Penalty 2582.305514 = -323294.658816
  nChanged 43
		SP:Iteration 15Q (5857.560000 sec): 3 clusters
  Score: Raw -325898.820519 + Penalty 2582.305514 = -323316.515004
  nChanged 40
		SP:Iteration 16Q (5857.570000 sec): 3 clusters
  Score: Raw -325916.302355 + Penalty 2582.305514 = -323333.996841
  nChanged 39
		SP:Iteration 17Q (5857.570000 sec): 3 clusters
  Score: Raw -325935.937872 + Penalty 2582.305514 = -323353.632358
  nChanged 43
		SP:Iteration 18Q (5857.580000 sec): 3 clusters
  Score: Raw -325955.817353 + Penalty 2582.305514 = -323373.511839
  nChanged 29
		SP:Iteration 19Q (5857.590000 sec): 3 clusters
  Score: Raw -325968.501707 + Penalty 2582.305514 = -323386.196193
  nChanged 22
		SP:Iteration 20F (5857.590000 sec): 3 clusters
  Score: Raw -325975.896508 + Penalty 2582.305514 = -323393.590993
  nChanged 22
		SP:Iteration 21Q (5857.600000 sec): 3 clusters
  Score: Raw -325985.360266 + Penalty 2582.305514 = -323403.054752
  nChanged 21
		SP:Iteration 22Q (5857.610000 sec): 3 clusters
  Score: Raw -325992.696882 + Penalty 2582.305514 = -323410.391367
  nChanged 14
		SP:Iteration 23Q (5857.610000 sec): 3 clusters
  Score: Raw -325997.290356 + Penalty 2582.305514 = -323414.984842
  nChanged 12
		SP:Iteration 24Q (5857.620000 sec): 3 clusters
  Score: Raw -326000.769437 + Penalty 2582.305514 = -323418.463923
  nChanged 12
		SP:Iteration 25Q (5857.630000 sec): 3 clusters
  Score: Raw -326005.274016 + Penalty 2582.305514 = -323422.968502
  nChanged 11
		SP:Iteration 26Q (5857.630000 sec): 3 clusters
  Score: Raw -326008.708703 + Penalty 2582.305514 = -323426.403188
  nChanged 9
		SP:Iteration 27Q (5857.640000 sec): 3 clusters
  Score: Raw -326011.894153 + Penalty 2582.305514 = -323429.588639
  nChanged 3
		SP:Iteration 28Q (5857.650000 sec): 3 clusters
  Score: Raw -326013.181709 + Penalty 2582.305514 = -323430.876195
  nChanged 7
		SP:Iteration 29Q (5857.650000 sec): 3 clusters
  Score: Raw -326016.511921 + Penalty 2582.305514 = -323434.206407
  nChanged 9
		SP:Iteration 30Q (5857.660000 sec): 3 clusters
  Score: Raw -326020.429392 + Penalty 2582.305514 = -323438.123878
  nChanged 7
		SP:Iteration 31Q (5857.670000 sec): 3 clusters
  Score: Raw -326023.060368 + Penalty 2582.305514 = -323440.754854
  nChanged 7
		SP:Iteration 32Q (5857.670000 sec): 3 clusters
  Score: Raw -326024.954117 + Penalty 2582.305514 = -323442.648603
  nChanged 5
		SP:Iteration 33Q (5857.680000 sec): 3 clusters
  Score: Raw -326027.209572 + Penalty 2582.305514 = -323444.904058
  nChanged 8
		SP:Iteration 34Q (5857.690000 sec): 3 clusters
  Score: Raw -326030.063269 + Penalty 2582.305514 = -323447.757754
  nChanged 9
		SP:Iteration 35Q (5857.690000 sec): 3 clusters
  Score: Raw -326033.252993 + Penalty 2582.305514 = -323450.947479
  nChanged 5
		SP:Iteration 36Q (5857.700000 sec): 3 clusters
  Score: Raw -326035.100746 + Penalty 2582.305514 = -323452.795232
  nChanged 10
		SP:Iteration 37Q (5857.710000 sec): 3 clusters
  Score: Raw -326038.686507 + Penalty 2582.305514 = -323456.380993
  nChanged 7
		SP:Iteration 38Q (5857.710000 sec): 3 clusters
  Score: Raw -326041.612935 + Penalty 2582.305514 = -323459.307420
  nChanged 8
		SP:Iteration 39Q (5857.720000 sec): 3 clusters
  Score: Raw -326044.613244 + Penalty 2582.305514 = -323462.307730
  nChanged 8
		SP:Iteration 40F (5857.730000 sec): 3 clusters
  Score: Raw -326047.690474 + Penalty 2582.305514 = -323465.384960
  nChanged 8
		SP:Iteration 41Q (5857.730000 sec): 3 clusters
  Score: Raw -326051.402702 + Penalty 2582.305514 = -323469.097188
  nChanged 8
		SP:Iteration 42Q (5857.740000 sec): 3 clusters
  Score: Raw -326053.797844 + Penalty 2582.305514 = -323471.492330
  nChanged 8
		SP:Iteration 43Q (5857.750000 sec): 3 clusters
  Score: Raw -326057.148074 + Penalty 2582.305514 = -323474.842560
  nChanged 9
		SP:Iteration 44Q (5857.750000 sec): 3 clusters
  Score: Raw -326059.796326 + Penalty 2582.305514 = -323477.490811
  nChanged 5
		SP:Iteration 45Q (5857.760000 sec): 3 clusters
  Score: Raw -326062.421388 + Penalty 2582.305514 = -323480.115874
  nChanged 6
		SP:Iteration 46Q (5857.770000 sec): 3 clusters
  Score: Raw -326064.043875 + Penalty 2582.305514 = -323481.738361
  nChanged 3
		SP:Iteration 47Q (5857.770000 sec): 3 clusters
  Score: Raw -326065.054221 + Penalty 2582.305514 = -323482.748707
  nChanged 5
		SP:Iteration 48Q (5857.780000 sec): 3 clusters
  Score: Raw -326066.461335 + Penalty 2582.305514 = -323484.155821
  nChanged 2
		SP:Iteration 49Q (5857.790000 sec): 3 clusters
  Score: Raw -326066.771756 + Penalty 2582.305514 = -323484.466241
  nChanged 2
		SP:Iteration 50Q (5857.800000 sec): 3 clusters
  Score: Raw -326067.515113 + Penalty 2582.305514 = -323485.209599
  nChanged 2
		SP:Iteration 51Q (5857.800000 sec): 3 clusters
  Score: Raw -326068.328525 + Penalty 2582.305514 = -323486.023011
  nChanged 4
		SP:Iteration 52Q (5857.820000 sec): 3 clusters
  Score: Raw -326069.194122 + Penalty 2582.305514 = -323486.888608
  nChanged 1
		SP:Iteration 53Q (5857.820000 sec): 3 clusters
  Score: Raw -326069.529782 + Penalty 2582.305514 = -323487.224268
  nChanged 2
		SP:Iteration 54Q (5857.830000 sec): 3 clusters
  Score: Raw -326071.047438 + Penalty 2582.305514 = -323488.741923
  nChanged 3
		SP:Iteration 55Q (5857.840000 sec): 3 clusters
  Score: Raw -326072.769318 + Penalty 2582.305514 = -323490.463804
  nChanged 3
		SP:Iteration 56Q (5857.840000 sec): 3 clusters
  Score: Raw -326074.181549 + Penalty 2582.305514 = -323491.876035
  nChanged 1
		SP:Iteration 57Q (5857.850000 sec): 3 clusters
  Score: Raw -326074.394819 + Penalty 2582.305514 = -323492.089305
  nChanged 1
		SP:Iteration 58Q (5857.860000 sec): 3 clusters
  Score: Raw -326075.062970 + Penalty 2582.305514 = -323492.757456
  nChanged 3
		SP:Iteration 59Q (5857.860000 sec): 3 clusters
  Score: Raw -326076.041937 + Penalty 2582.305514 = -323493.736422
  nChanged 1
		SP:Iteration 60F (5857.870000 sec): 3 clusters
  Score: Raw -326076.608457 + Penalty 2582.305514 = -323494.302943
  nChanged 1
		SP:Iteration 61Q (5857.880000 sec): 3 clusters
  Score: Raw -326077.079959 + Penalty 2582.305514 = -323494.774445
  nChanged 1
		SP:Iteration 62Q (5857.880000 sec): 3 clusters
  Score: Raw -326077.774291 + Penalty 2582.305514 = -323495.468777
  nChanged 1
		SP:Iteration 63Q (5857.890000 sec): 3 clusters
  Score: Raw -326078.109627 + Penalty 2582.305514 = -323495.804113
  nChanged 1
		SP:Iteration 64Q (5857.890000 sec): 3 clusters
  Score: Raw -326078.479668 + Penalty 2582.305514 = -323496.174154
  nChanged 1
		SP:Iteration 65Q (5857.900000 sec): 3 clusters
  Score: Raw -326078.857724 + Penalty 2582.305514 = -323496.552210
  nChanged 2
		SP:Iteration 66Q (5857.910000 sec): 3 clusters
  Score: Raw -326079.688525 + Penalty 2582.305514 = -323497.383011
  nChanged 1
		SP:Iteration 67Q (5857.910000 sec): 3 clusters
  Score: Raw -326079.888571 + Penalty 2582.305514 = -323497.583057
  nChanged 2
		SP:Iteration 68Q (5857.920000 sec): 3 clusters
  Score: Raw -326080.638949 + Penalty 2582.305514 = -323498.333435
  nChanged 1
		SP:Iteration 69Q (5857.930000 sec): 3 clusters
  Score: Raw -326080.944956 + Penalty 2582.305514 = -323498.639442
  nChanged 1
		SP:Iteration 70Q (5857.930000 sec): 3 clusters
  Score: Raw -326081.095181 + Penalty 2582.305514 = -323498.789667
  nChanged 1
		SP:Iteration 71Q (5857.940000 sec): 3 clusters
  Score: Raw -326081.422868 + Penalty 2582.305514 = -323499.117354
  nChanged 0
		SP:Iteration 72F (5857.940000 sec): 3 clusters
  Score: Raw -326081.422868 + Penalty 2582.305514 = -323499.117354
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 83 (7229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5857.970000 sec): 2 clusters
  Score: Raw -842234.534350 + Penalty 1443.951599 = -840790.582751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5857.990000 sec): 3 clusters
  Score: Raw -838292.684391 + Penalty 2887.903198 = -835404.781193
  nChanged 3021
		SP:Iteration 1F (5858.000000 sec): 3 clusters
  Score: Raw -839859.824196 + Penalty 2887.903198 = -836971.920998
  nChanged 454
		SP:Iteration 2F (5858.020000 sec): 3 clusters
  Score: Raw -840049.732288 + Penalty 2887.903198 = -837161.829090
  nChanged 336
		SP:Iteration 3Q (5858.040000 sec): 3 clusters
  Score: Raw -840177.728489 + Penalty 2887.903198 = -837289.825291
  nChanged 270
		SP:Iteration 4Q (5858.060000 sec): 3 clusters
  Score: Raw -840287.926331 + Penalty 2887.903198 = -837400.023133
  nChanged 239
		SP:Iteration 5Q (5858.080000 sec): 3 clusters
  Score: Raw -840383.387484 + Penalty 2887.903198 = -837495.484287
  nChanged 219
		SP:Iteration 6Q (5858.100000 sec): 3 clusters
  Score: Raw -840463.550458 + Penalty 2887.903198 = -837575.647260
  nChanged 197
		SP:Iteration 7Q (5858.110000 sec): 3 clusters
  Score: Raw -840536.462722 + Penalty 2887.903198 = -837648.559524
  nChanged 199
		SP:Iteration 8Q (5858.130000 sec): 3 clusters
  Score: Raw -840616.835358 + Penalty 2887.903198 = -837728.932160
  nChanged 208
		SP:Iteration 9Q (5858.150000 sec): 3 clusters
  Score: Raw -840709.133182 + Penalty 2887.903198 = -837821.229985
  nChanged 233
		SP:Iteration 10Q (5858.170000 sec): 3 clusters
  Score: Raw -840813.060174 + Penalty 2887.903198 = -837925.156976
  nChanged 226
		SP:Iteration 11Q (5858.180000 sec): 3 clusters
  Score: Raw -840913.469318 + Penalty 2887.903198 = -838025.566120
  nChanged 247
		SP:Iteration 12Q (5858.210000 sec): 3 clusters
  Score: Raw -841051.314153 + Penalty 2887.903198 = -838163.410955
  nChanged 281
		SP:Iteration 13Q (5858.230000 sec): 3 clusters
  Score: Raw -841217.308330 + Penalty 2887.903198 = -838329.405133
  nChanged 286
		SP:Iteration 14Q (5858.250000 sec): 3 clusters
  Score: Raw -841386.201306 + Penalty 2887.903198 = -838498.298108
  nChanged 251
		SP:Iteration 15Q (5858.270000 sec): 3 clusters
  Score: Raw -841535.671263 + Penalty 2887.903198 = -838647.768066
  nChanged 213
		SP:Iteration 16Q (5858.290000 sec): 3 clusters
  Score: Raw -841671.875010 + Penalty 2887.903198 = -838783.971812
  nChanged 207
		SP:Iteration 17Q (5858.310000 sec): 3 clusters
  Score: Raw -841823.012167 + Penalty 2887.903198 = -838935.108970
  nChanged 200
		SP:Iteration 18Q (5858.330000 sec): 3 clusters
  Score: Raw -841972.761111 + Penalty 2887.903198 = -839084.857913
  nChanged 168
		SP:Iteration 19Q (5858.340000 sec): 3 clusters
  Score: Raw -842109.568413 + Penalty 2887.903198 = -839221.665215
  nChanged 130
		SP:Iteration 20F (5858.360000 sec): 3 clusters
  Score: Raw -842221.909922 + Penalty 2887.903198 = -839334.006725
  nChanged 78
		SP:Iteration 21Q (5858.370000 sec): 3 clusters
  Score: Raw -842289.825388 + Penalty 2887.903198 = -839401.922190
  nChanged 45
		SP:Iteration 22Q (5858.390000 sec): 3 clusters
  Score: Raw -842333.013279 + Penalty 2887.903198 = -839445.110082
  nChanged 37
		SP:Iteration 23Q (5858.410000 sec): 3 clusters
  Score: Raw -842378.034709 + Penalty 2887.903198 = -839490.131511
  nChanged 35
		SP:Iteration 24Q (5858.420000 sec): 3 clusters
  Score: Raw -842421.484478 + Penalty 2887.903198 = -839533.581281
  nChanged 28
		SP:Iteration 25Q (5858.430000 sec): 3 clusters
  Score: Raw -842448.929556 + Penalty 2887.903198 = -839561.026358
  nChanged 11
		SP:Iteration 26Q (5858.450000 sec): 3 clusters
  Score: Raw -842458.905117 + Penalty 2887.903198 = -839571.001919
  nChanged 6
		SP:Iteration 27Q (5858.460000 sec): 3 clusters
  Score: Raw -842463.102909 + Penalty 2887.903198 = -839575.199711
  nChanged 4
		SP:Iteration 28Q (5858.470000 sec): 3 clusters
  Score: Raw -842466.572713 + Penalty 2887.903198 = -839578.669515
  nChanged 4
		SP:Iteration 29Q (5858.490000 sec): 3 clusters
  Score: Raw -842469.981368 + Penalty 2887.903198 = -839582.078170
  nChanged 2
		SP:Iteration 30Q (5858.500000 sec): 3 clusters
  Score: Raw -842471.681880 + Penalty 2887.903198 = -839583.778682
  nChanged 1
		SP:Iteration 31Q (5858.510000 sec): 3 clusters
  Score: Raw -842472.080286 + Penalty 2887.903198 = -839584.177089
  nChanged 0
		SP:Iteration 32F (5858.530000 sec): 3 clusters
  Score: Raw -842472.080286 + Penalty 2887.903198 = -839584.177089
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 84 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5858.540000 sec): 2 clusters
  Score: Raw -55289.470374 + Penalty 1008.895879 = -54280.574494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5858.540000 sec): 3 clusters
  Score: Raw -55234.290606 + Penalty 2017.791758 = -53216.498848
  nChanged 100
		SP:Iteration 1F (5858.540000 sec): 3 clusters
  Score: Raw -55394.866022 + Penalty 2017.791758 = -53377.074263
  nChanged 23
		SP:Iteration 2Q (5858.540000 sec): 3 clusters
  Score: Raw -55443.103376 + Penalty 2017.791758 = -53425.311618
  nChanged 14
		SP:Iteration 3Q (5858.540000 sec): 3 clusters
  Score: Raw -55463.693073 + Penalty 2017.791758 = -53445.901314
  nChanged 10
		SP:Iteration 4Q (5858.550000 sec): 3 clusters
  Score: Raw -55483.893696 + Penalty 2017.791758 = -53466.101937
  nChanged 6
		SP:Iteration 5Q (5858.550000 sec): 3 clusters
  Score: Raw -55498.987902 + Penalty 2017.791758 = -53481.196143
  nChanged 4
		SP:Iteration 6Q (5858.550000 sec): 3 clusters
  Score: Raw -55512.151851 + Penalty 2017.791758 = -53494.360093
  nChanged 6
		SP:Iteration 7Q (5858.550000 sec): 3 clusters
  Score: Raw -55523.329233 + Penalty 2017.791758 = -53505.537475
  nChanged 2
		SP:Iteration 8Q (5858.550000 sec): 3 clusters
  Score: Raw -55524.724668 + Penalty 2017.791758 = -53506.932909
  nChanged 0
		SP:Iteration 9F (5858.550000 sec): 3 clusters
  Score: Raw -55524.724668 + Penalty 2017.791758 = -53506.932909
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 85 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5858.560000 sec): 2 clusters
  Score: Raw -59772.779967 + Penalty 1022.078780 = -58750.701187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5858.560000 sec): 3 clusters
  Score: Raw -59729.566787 + Penalty 2044.157561 = -57685.409226
  nChanged 123
		SP:Iteration 1F (5858.560000 sec): 3 clusters
  Score: Raw -59886.400693 + Penalty 2044.157561 = -57842.243132
  nChanged 32
		SP:Iteration 2F (5858.560000 sec): 3 clusters
  Score: Raw -59943.144379 + Penalty 2044.157561 = -57898.986819
  nChanged 16
		SP:Iteration 3Q (5858.560000 sec): 3 clusters
  Score: Raw -59964.345961 + Penalty 2044.157561 = -57920.188401
  nChanged 9
		SP:Iteration 4Q (5858.560000 sec): 3 clusters
  Score: Raw -59985.111133 + Penalty 2044.157561 = -57940.953573
  nChanged 8
		SP:Iteration 5Q (5858.570000 sec): 3 clusters
  Score: Raw -60004.481778 + Penalty 2044.157561 = -57960.324218
  nChanged 7
		SP:Iteration 6Q (5858.570000 sec): 3 clusters
  Score: Raw -60011.355286 + Penalty 2044.157561 = -57967.197726
  nChanged 2
		SP:Iteration 7Q (5858.570000 sec): 3 clusters
  Score: Raw -60013.004851 + Penalty 2044.157561 = -57968.847290
  nChanged 0
		SP:Iteration 8F (5858.570000 sec): 3 clusters
  Score: Raw -60013.004851 + Penalty 2044.157561 = -57968.847290
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 86 (1107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5858.570000 sec): 2 clusters
  Score: Raw -100612.905597 + Penalty 1139.028952 = -99473.876645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5858.580000 sec): 3 clusters
  Score: Raw -100256.132010 + Penalty 2278.057903 = -97978.074107
  nChanged 337
		SP:Iteration 1F (5858.580000 sec): 3 clusters
  Score: Raw -100588.885506 + Penalty 2278.057903 = -98310.827603
  nChanged 87
		SP:Iteration 2F (5858.590000 sec): 3 clusters
  Score: Raw -100694.349705 + Penalty 2278.057903 = -98416.291802
  nChanged 55
		SP:Iteration 3Q (5858.590000 sec): 3 clusters
  Score: Raw -100752.480026 + Penalty 2278.057903 = -98474.422123
  nChanged 31
		SP:Iteration 4Q (5858.590000 sec): 3 clusters
  Score: Raw -100782.252196 + Penalty 2278.057903 = -98504.194293
  nChanged 20
		SP:Iteration 5Q (5858.590000 sec): 3 clusters
  Score: Raw -100799.504886 + Penalty 2278.057903 = -98521.446983
  nChanged 17
		SP:Iteration 6Q (5858.590000 sec): 3 clusters
  Score: Raw -100814.841331 + Penalty 2278.057903 = -98536.783428
  nChanged 16
		SP:Iteration 7Q (5858.600000 sec): 3 clusters
  Score: Raw -100830.868352 + Penalty 2278.057903 = -98552.810449
  nChanged 13
		SP:Iteration 8Q (5858.600000 sec): 3 clusters
  Score: Raw -100843.125774 + Penalty 2278.057903 = -98565.067871
  nChanged 11
		SP:Iteration 9Q (5858.600000 sec): 3 clusters
  Score: Raw -100852.881842 + Penalty 2278.057903 = -98574.823939
  nChanged 9
		SP:Iteration 10Q (5858.610000 sec): 3 clusters
  Score: Raw -100861.121879 + Penalty 2278.057903 = -98583.063976
  nChanged 8
		SP:Iteration 11Q (5858.610000 sec): 3 clusters
  Score: Raw -100869.173881 + Penalty 2278.057903 = -98591.115978
  nChanged 9
		SP:Iteration 12Q (5858.610000 sec): 3 clusters
  Score: Raw -100877.802671 + Penalty 2278.057903 = -98599.744768
  nChanged 9
		SP:Iteration 13Q (5858.610000 sec): 3 clusters
  Score: Raw -100890.697729 + Penalty 2278.057903 = -98612.639826
  nChanged 9
		SP:Iteration 14Q (5858.620000 sec): 3 clusters
  Score: Raw -100898.057911 + Penalty 2278.057903 = -98620.000008
  nChanged 5
		SP:Iteration 15Q (5858.620000 sec): 3 clusters
  Score: Raw -100901.464801 + Penalty 2278.057903 = -98623.406897
  nChanged 5
		SP:Iteration 16Q (5858.620000 sec): 3 clusters
  Score: Raw -100906.417764 + Penalty 2278.057903 = -98628.359861
  nChanged 7
		SP:Iteration 17Q (5858.620000 sec): 3 clusters
  Score: Raw -100913.307806 + Penalty 2278.057903 = -98635.249903
  nChanged 5
		SP:Iteration 18Q (5858.630000 sec): 3 clusters
  Score: Raw -100916.019866 + Penalty 2278.057903 = -98637.961962
  nChanged 2
		SP:Iteration 19Q (5858.630000 sec): 3 clusters
  Score: Raw -100917.347325 + Penalty 2278.057903 = -98639.289422
  nChanged 1
		SP:Iteration 20F (5858.630000 sec): 3 clusters
  Score: Raw -100918.125783 + Penalty 2278.057903 = -98640.067880
  nChanged 1
		SP:Iteration 21Q (5858.630000 sec): 3 clusters
  Score: Raw -100918.963365 + Penalty 2278.057903 = -98640.905462
  nChanged 0
		SP:Iteration 22F (5858.640000 sec): 3 clusters
  Score: Raw -100918.963365 + Penalty 2278.057903 = -98640.905462
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 87 (28202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5858.730000 sec): 2 clusters
  Score: Raw -3346956.246412 + Penalty 1665.161579 = -3345291.084834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5858.810000 sec): 3 clusters
  Score: Raw -3329566.810820 + Penalty 3330.323157 = -3326236.487663
  nChanged 13020
		SP:Iteration 1F (5858.880000 sec): 3 clusters
  Score: Raw -3336928.927964 + Penalty 3330.323157 = -3333598.604807
  nChanged 1297
		SP:Iteration 2Q (5858.950000 sec): 3 clusters
  Score: Raw -3337397.731924 + Penalty 3330.323157 = -3334067.408767
  nChanged 1401
		SP:Iteration 3Q (5859.030000 sec): 3 clusters
  Score: Raw -3337995.105125 + Penalty 3330.323157 = -3334664.781968
  nChanged 1613
		SP:Iteration 4F (5859.100000 sec): 3 clusters
  Score: Raw -3338876.909903 + Penalty 3330.323157 = -3335546.586746
  nChanged 1902
		SP:Iteration 5F (5859.180000 sec): 3 clusters
  Score: Raw -3340154.834948 + Penalty 3330.323157 = -3336824.511790
  nChanged 2067
		SP:Iteration 6F (5859.250000 sec): 3 clusters
  Score: Raw -3341799.754989 + Penalty 3330.323157 = -3338469.431832
  nChanged 2015
		SP:Iteration 7F (5859.320000 sec): 3 clusters
  Score: Raw -3343647.407074 + Penalty 3330.323157 = -3340317.083917
  nChanged 1682
		SP:Iteration 8F (5859.390000 sec): 3 clusters
  Score: Raw -3345276.307793 + Penalty 3330.323157 = -3341945.984635
  nChanged 1050
		SP:Iteration 9Q (5859.470000 sec): 3 clusters
  Score: Raw -3346282.517062 + Penalty 3330.323157 = -3342952.193905
  nChanged 499
		SP:Iteration 10Q (5859.530000 sec): 3 clusters
  Score: Raw -3346725.459596 + Penalty 3330.323157 = -3343395.136438
  nChanged 227
		SP:Iteration 11Q (5859.590000 sec): 3 clusters
  Score: Raw -3346919.705146 + Penalty 3330.323157 = -3343589.381989
  nChanged 108
		SP:Iteration 12Q (5859.650000 sec): 3 clusters
  Score: Raw -3347015.488256 + Penalty 3330.323157 = -3343685.165098
  nChanged 53
		SP:Iteration 13Q (5859.700000 sec): 3 clusters
  Score: Raw -3347064.544532 + Penalty 3330.323157 = -3343734.221375
  nChanged 32
		SP:Iteration 14Q (5859.760000 sec): 3 clusters
  Score: Raw -3347102.105100 + Penalty 3330.323157 = -3343771.781943
  nChanged 18
		SP:Iteration 15Q (5859.810000 sec): 3 clusters
  Score: Raw -3347127.070033 + Penalty 3330.323157 = -3343796.746876
  nChanged 12
		SP:Iteration 16Q (5859.860000 sec): 3 clusters
  Score: Raw -3347144.692069 + Penalty 3330.323157 = -3343814.368911
  nChanged 10
		SP:Iteration 17Q (5859.910000 sec): 3 clusters
  Score: Raw -3347158.945902 + Penalty 3330.323157 = -3343828.622745
  nChanged 9
		SP:Iteration 18Q (5859.970000 sec): 3 clusters
  Score: Raw -3347170.525440 + Penalty 3330.323157 = -3343840.202283
  nChanged 8
		SP:Iteration 19Q (5860.010000 sec): 3 clusters
  Score: Raw -3347182.838326 + Penalty 3330.323157 = -3343852.515169
  nChanged 5
		SP:Iteration 20F (5860.090000 sec): 3 clusters
  Score: Raw -3347188.799453 + Penalty 3330.323157 = -3343858.476296
  nChanged 3
		SP:Iteration 21Q (5860.140000 sec): 3 clusters
  Score: Raw -3347192.400272 + Penalty 3330.323157 = -3343862.077114
  nChanged 1
		SP:Iteration 22Q (5860.190000 sec): 3 clusters
  Score: Raw -3347192.848022 + Penalty 3330.323157 = -3343862.524865
  nChanged 1
		SP:Iteration 23Q (5860.240000 sec): 3 clusters
  Score: Raw -3347193.973590 + Penalty 3330.323157 = -3343863.650432
  nChanged 2
		SP:Iteration 24Q (5860.290000 sec): 3 clusters
  Score: Raw -3347195.843139 + Penalty 3330.323157 = -3343865.519982
  nChanged 3
		SP:Iteration 25Q (5860.340000 sec): 3 clusters
  Score: Raw -3347199.270652 + Penalty 3330.323157 = -3343868.947495
  nChanged 0
		SP:Iteration 26F (5860.420000 sec): 3 clusters
  Score: Raw -3347199.270652 + Penalty 3330.323157 = -3343868.947495
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 88 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.430000 sec): 2 clusters
  Score: Raw -27156.117474 + Penalty 908.535384 = -26247.582090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.440000 sec): 3 clusters
  Score: Raw -27265.710636 + Penalty 1817.070769 = -25448.639868
  nChanged 38
		SP:Iteration 1F (5860.440000 sec): 3 clusters
  Score: Raw -27382.839954 + Penalty 1817.070769 = -25565.769186
  nChanged 12
		SP:Iteration 2Q (5860.440000 sec): 3 clusters
  Score: Raw -27414.549204 + Penalty 1817.070769 = -25597.478436
  nChanged 7
		SP:Iteration 3Q (5860.440000 sec): 3 clusters
  Score: Raw -27448.307369 + Penalty 1817.070769 = -25631.236600
  nChanged 5
		SP:Iteration 4Q (5860.440000 sec): 3 clusters
  Score: Raw -27470.390331 + Penalty 1817.070769 = -25653.319563
  nChanged 2
		SP:Iteration 5Q (5860.440000 sec): 3 clusters
  Score: Raw -27478.717012 + Penalty 1817.070769 = -25661.646243
  nChanged 1
		SP:Iteration 6Q (5860.440000 sec): 3 clusters
  Score: Raw -27482.070583 + Penalty 1817.070769 = -25664.999814
  nChanged 0
		SP:Iteration 7F (5860.440000 sec): 3 clusters
  Score: Raw -27482.070583 + Penalty 1817.070769 = -25664.999814
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 89 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.450000 sec): 2 clusters
  Score: Raw -75183.150518 + Penalty 1060.078875 = -74123.071644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.450000 sec): 3 clusters
  Score: Raw -75059.268605 + Penalty 2120.157749 = -72939.110855
  nChanged 198
		SP:Iteration 1F (5860.450000 sec): 3 clusters
  Score: Raw -75302.858337 + Penalty 2120.157749 = -73182.700588
  nChanged 49
		SP:Iteration 2F (5860.450000 sec): 3 clusters
  Score: Raw -75380.813833 + Penalty 2120.157749 = -73260.656083
  nChanged 21
		SP:Iteration 3Q (5860.450000 sec): 3 clusters
  Score: Raw -75414.004909 + Penalty 2120.157749 = -73293.847159
  nChanged 9
		SP:Iteration 4Q (5860.450000 sec): 3 clusters
  Score: Raw -75430.132402 + Penalty 2120.157749 = -73309.974652
  nChanged 6
		SP:Iteration 5Q (5860.460000 sec): 3 clusters
  Score: Raw -75438.772794 + Penalty 2120.157749 = -73318.615044
  nChanged 1
		SP:Iteration 6Q (5860.460000 sec): 3 clusters
  Score: Raw -75439.228579 + Penalty 2120.157749 = -73319.070830
  nChanged 0
		SP:Iteration 7F (5860.460000 sec): 3 clusters
  Score: Raw -75439.228579 + Penalty 2120.157749 = -73319.070830
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 90 (445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.470000 sec): 2 clusters
  Score: Raw -46369.592239 + Penalty 990.937071 = -45378.655168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.470000 sec): 3 clusters
  Score: Raw -46362.488495 + Penalty 1981.874142 = -44380.614353
  nChanged 102
		SP:Iteration 1F (5860.470000 sec): 3 clusters
  Score: Raw -46534.246739 + Penalty 1981.874142 = -44552.372597
  nChanged 26
		SP:Iteration 2F (5860.470000 sec): 3 clusters
  Score: Raw -46577.608165 + Penalty 1981.874142 = -44595.734024
  nChanged 9
		SP:Iteration 3Q (5860.470000 sec): 3 clusters
  Score: Raw -46588.623344 + Penalty 1981.874142 = -44606.749202
  nChanged 1
		SP:Iteration 4Q (5860.470000 sec): 3 clusters
  Score: Raw -46590.026709 + Penalty 1981.874142 = -44608.152568
  nChanged 0
		SP:Iteration 5F (5860.470000 sec): 3 clusters
  Score: Raw -46590.026709 + Penalty 1981.874142 = -44608.152568
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 91 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.480000 sec): 2 clusters
  Score: Raw -53284.557733 + Penalty 1013.410058 = -52271.147674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.480000 sec): 3 clusters
  Score: Raw -53217.598135 + Penalty 2026.820117 = -51190.778018
  nChanged 109
		SP:Iteration 1F (5860.480000 sec): 3 clusters
  Score: Raw -53391.057605 + Penalty 2026.820117 = -51364.237488
  nChanged 35
		SP:Iteration 2F (5860.480000 sec): 3 clusters
  Score: Raw -53478.244110 + Penalty 2026.820117 = -51451.423994
  nChanged 22
		SP:Iteration 3Q (5860.480000 sec): 3 clusters
  Score: Raw -53538.805338 + Penalty 2026.820117 = -51511.985221
  nChanged 7
		SP:Iteration 4Q (5860.490000 sec): 3 clusters
  Score: Raw -53550.917249 + Penalty 2026.820117 = -51524.097132
  nChanged 7
		SP:Iteration 5Q (5860.490000 sec): 3 clusters
  Score: Raw -53564.260165 + Penalty 2026.820117 = -51537.440049
  nChanged 3
		SP:Iteration 6Q (5860.490000 sec): 3 clusters
  Score: Raw -53569.465206 + Penalty 2026.820117 = -51542.645089
  nChanged 1
		SP:Iteration 7Q (5860.490000 sec): 3 clusters
  Score: Raw -53570.392859 + Penalty 2026.820117 = -51543.572742
  nChanged 0
		SP:Iteration 8F (5860.490000 sec): 3 clusters
  Score: Raw -53570.392859 + Penalty 2026.820117 = -51543.572742
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 92 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.490000 sec): 2 clusters
  Score: Raw -19185.567986 + Penalty 848.307822 = -18337.260165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.490000 sec): 3 clusters
  Score: Raw -19289.573293 + Penalty 1696.615643 = -17592.957650
  nChanged 26
		SP:Iteration 1F (5860.490000 sec): 3 clusters
  Score: Raw -19378.762015 + Penalty 1696.615643 = -17682.146372
  nChanged 5
		SP:Iteration 2Q (5860.490000 sec): 3 clusters
  Score: Raw -19397.367175 + Penalty 1696.615643 = -17700.751532
  nChanged 2
		SP:Iteration 3Q (5860.490000 sec): 3 clusters
  Score: Raw -19407.068944 + Penalty 1696.615643 = -17710.453301
  nChanged 1
		SP:Iteration 4Q (5860.490000 sec): 3 clusters
  Score: Raw -19413.271231 + Penalty 1696.615643 = -17716.655588
  nChanged 0
		SP:Iteration 5F (5860.500000 sec): 3 clusters
  Score: Raw -19413.271231 + Penalty 1696.615643 = -17716.655588
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 93 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.500000 sec): 2 clusters
  Score: Raw -12782.938924 + Penalty 775.236251 = -12007.702673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.500000 sec): 3 clusters
  Score: Raw -13081.570310 + Penalty 1550.472503 = -11531.097807
  nChanged 8
		SP:Iteration 1F (5860.500000 sec): 3 clusters
  Score: Raw -13126.233433 + Penalty 1550.472503 = -11575.760930
  nChanged 3
		SP:Iteration 2Q (5860.500000 sec): 3 clusters
  Score: Raw -13150.352910 + Penalty 1550.472503 = -11599.880407
  nChanged 0
		SP:Iteration 3F (5860.500000 sec): 3 clusters
  Score: Raw -13150.352910 + Penalty 1550.472503 = -11599.880407
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 94 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5860.510000 sec): 2 clusters
  Score: Raw -28444.034980 + Penalty 908.535384 = -27535.499595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5860.510000 sec): 3 clusters
  Score: Raw -28488.427035 + Penalty 1817.070769 = -26671.356266
  nChanged 45
		SP:Iteration 1F (5860.510000 sec): 3 clusters
  Score: Raw -28602.672827 + Penalty 1817.070769 = -26785.602059
  nChanged 11
		SP:Iteration 2Q (5860.510000 sec): 3 clusters
  Score: Raw -28639.021205 + Penalty 1817.070769 = -26821.950437
  nChanged 4
		SP:Iteration 3Q (5860.510000 sec): 3 clusters
  Score: Raw -28652.249958 + Penalty 1817.070769 = -26835.179190
  nChanged 1
		SP:Iteration 4Q (5860.510000 sec): 3 clusters
  Score: Raw -28655.639423 + Penalty 1817.070769 = -26838.568654
  nChanged 1
		SP:Iteration 5Q (5860.510000 sec): 3 clusters
  Score: Raw -28657.916525 + Penalty 1817.070769 = -26840.845757
  nChanged 1
		SP:Iteration 6Q (5860.510000 sec): 3 clusters
  Score: Raw -28658.873805 + Penalty 1817.070769 = -26841.803036
  nChanged 1
		SP:Iteration 7Q (5860.510000 sec): 3 clusters
  Score: Raw -28663.557919 + Penalty 1817.070769 = -26846.487150
  nChanged 1
		SP:Iteration 8Q (5860.510000 sec): 3 clusters
  Score: Raw -28670.372457 + Penalty 1817.070769 = -26853.301688
  nChanged 1
		SP:Iteration 9Q (5860.510000 sec): 3 clusters
  Score: Raw -28672.542953 + Penalty 1817.070769 = -26855.472184
  nChanged 0
		SP:Iteration 10F (5860.510000 sec): 3 clusters
  Score: Raw -28672.542953 + Penalty 1817.070769 = -26855.472184
  nChanged 0
Iteration 299Q (5872.990000 sec): 95 clusters
  Score: Raw -156219223.478129 + Penalty 215962.460104 = -156003261.018025
  nChanged 7
Iteration 300F (5987.710000 sec): 95 clusters
  Score: Raw -156219223.859676 + Penalty 215962.460104 = -156003261.399572
  nChanged 10
Iteration 301Q (6000.100000 sec): 95 clusters
  Score: Raw -156219224.272072 + Penalty 215962.460104 = -156003261.811968
  nChanged 7
Iteration 302Q (6012.520000 sec): 95 clusters
  Score: Raw -156219224.488406 + Penalty 215962.460104 = -156003262.028301
  nChanged 5
Iteration 303Q (6024.960000 sec): 95 clusters
  Score: Raw -156219224.679419 + Penalty 215962.460104 = -156003262.219315
  nChanged 2
Iteration 304Q (6037.540000 sec): 95 clusters
  Score: Raw -156219224.746407 + Penalty 215962.460104 = -156003262.286303
  nChanged 3
Iteration 305Q (6050.140000 sec): 95 clusters
  Score: Raw -156219224.843523 + Penalty 215962.460104 = -156003262.383418
  nChanged 1
Iteration 306Q (6062.770000 sec): 95 clusters
  Score: Raw -156219224.851915 + Penalty 215962.460104 = -156003262.391811
  nChanged 0
Iteration 307F (6177.670000 sec): 95 clusters
  Score: Raw -156219224.851915 + Penalty 215962.460104 = -156003262.391811
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -156219224.851915 + Penalty 215962.460104 = -156003262.391811
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 1 (1420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6177.880000 sec): 2 clusters
  Score: Raw -148336.177504 + Penalty 1179.491974 = -147156.685530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6177.880000 sec): 3 clusters
  Score: Raw -147767.211429 + Penalty 2358.983949 = -145408.227480
  nChanged 481
		SP:Iteration 1F (6177.880000 sec): 3 clusters
  Score: Raw -148178.051814 + Penalty 2358.983949 = -145819.067865
  nChanged 118
		SP:Iteration 2F (6177.890000 sec): 3 clusters
  Score: Raw -148306.749552 + Penalty 2358.983949 = -145947.765603
  nChanged 73
		SP:Iteration 3F (6177.890000 sec): 3 clusters
  Score: Raw -148400.859240 + Penalty 2358.983949 = -146041.875291
  nChanged 68
		SP:Iteration 4Q (6177.900000 sec): 3 clusters
  Score: Raw -148470.929014 + Penalty 2358.983949 = -146111.945065
  nChanged 45
		SP:Iteration 5Q (6177.900000 sec): 3 clusters
  Score: Raw -148503.255114 + Penalty 2358.983949 = -146144.271165
  nChanged 26
		SP:Iteration 6Q (6177.900000 sec): 3 clusters
  Score: Raw -148524.553687 + Penalty 2358.983949 = -146165.569738
  nChanged 24
		SP:Iteration 7Q (6177.900000 sec): 3 clusters
  Score: Raw -148547.843668 + Penalty 2358.983949 = -146188.859719
  nChanged 23
		SP:Iteration 8Q (6177.910000 sec): 3 clusters
  Score: Raw -148569.456780 + Penalty 2358.983949 = -146210.472831
  nChanged 20
		SP:Iteration 9Q (6177.910000 sec): 3 clusters
  Score: Raw -148586.017197 + Penalty 2358.983949 = -146227.033248
  nChanged 18
		SP:Iteration 10Q (6177.920000 sec): 3 clusters
  Score: Raw -148598.258446 + Penalty 2358.983949 = -146239.274497
  nChanged 10
		SP:Iteration 11Q (6177.920000 sec): 3 clusters
  Score: Raw -148607.247844 + Penalty 2358.983949 = -146248.263895
  nChanged 14
		SP:Iteration 12Q (6177.920000 sec): 3 clusters
  Score: Raw -148625.520835 + Penalty 2358.983949 = -146266.536886
  nChanged 16
		SP:Iteration 13Q (6177.920000 sec): 3 clusters
  Score: Raw -148640.710006 + Penalty 2358.983949 = -146281.726057
  nChanged 17
		SP:Iteration 14Q (6177.930000 sec): 3 clusters
  Score: Raw -148650.088834 + Penalty 2358.983949 = -146291.104885
  nChanged 14
		SP:Iteration 15Q (6177.930000 sec): 3 clusters
  Score: Raw -148659.502628 + Penalty 2358.983949 = -146300.518679
  nChanged 14
		SP:Iteration 16Q (6177.940000 sec): 3 clusters
  Score: Raw -148667.500759 + Penalty 2358.983949 = -146308.516810
  nChanged 10
		SP:Iteration 17Q (6177.940000 sec): 3 clusters
  Score: Raw -148675.298228 + Penalty 2358.983949 = -146316.314279
  nChanged 4
		SP:Iteration 18Q (6177.940000 sec): 3 clusters
  Score: Raw -148677.115429 + Penalty 2358.983949 = -146318.131480
  nChanged 2
		SP:Iteration 19Q (6177.940000 sec): 3 clusters
  Score: Raw -148678.659034 + Penalty 2358.983949 = -146319.675085
  nChanged 5
		SP:Iteration 20F (6177.950000 sec): 3 clusters
  Score: Raw -148682.280822 + Penalty 2358.983949 = -146323.296873
  nChanged 7
		SP:Iteration 21Q (6177.950000 sec): 3 clusters
  Score: Raw -148686.343081 + Penalty 2358.983949 = -146327.359132
  nChanged 4
		SP:Iteration 22Q (6177.960000 sec): 3 clusters
  Score: Raw -148688.109433 + Penalty 2358.983949 = -146329.125484
  nChanged 5
		SP:Iteration 23Q (6177.960000 sec): 3 clusters
  Score: Raw -148690.346641 + Penalty 2358.983949 = -146331.362692
  nChanged 5
		SP:Iteration 24Q (6177.960000 sec): 3 clusters
  Score: Raw -148694.041624 + Penalty 2358.983949 = -146335.057675
  nChanged 8
		SP:Iteration 25Q (6177.960000 sec): 3 clusters
  Score: Raw -148699.632630 + Penalty 2358.983949 = -146340.648681
  nChanged 6
		SP:Iteration 26Q (6177.970000 sec): 3 clusters
  Score: Raw -148703.539308 + Penalty 2358.983949 = -146344.555359
  nChanged 11
		SP:Iteration 27Q (6177.970000 sec): 3 clusters
  Score: Raw -148712.782432 + Penalty 2358.983949 = -146353.798483
  nChanged 12
		SP:Iteration 28Q (6177.980000 sec): 3 clusters
  Score: Raw -148719.670852 + Penalty 2358.983949 = -146360.686903
  nChanged 8
		SP:Iteration 29Q (6177.980000 sec): 3 clusters
  Score: Raw -148725.127247 + Penalty 2358.983949 = -146366.143298
  nChanged 8
		SP:Iteration 30Q (6177.980000 sec): 3 clusters
  Score: Raw -148730.959586 + Penalty 2358.983949 = -146371.975637
  nChanged 5
		SP:Iteration 31Q (6177.980000 sec): 3 clusters
  Score: Raw -148732.758044 + Penalty 2358.983949 = -146373.774095
  nChanged 2
		SP:Iteration 32Q (6177.990000 sec): 3 clusters
  Score: Raw -148733.599058 + Penalty 2358.983949 = -146374.615110
  nChanged 0
		SP:Iteration 33F (6177.990000 sec): 3 clusters
  Score: Raw -148733.599058 + Penalty 2358.983949 = -146374.615110
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 2 (69621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6178.210000 sec): 2 clusters
  Score: Raw -8201204.756772 + Penalty 1812.008498 = -8199392.748274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6178.400000 sec): 3 clusters
  Score: Raw -8156621.505569 + Penalty 3624.016996 = -8152997.488573
  nChanged 32996
		SP:Iteration 1F (6178.580000 sec): 3 clusters
  Score: Raw -8175863.588788 + Penalty 3624.016996 = -8172239.571792
  nChanged 2684
		SP:Iteration 2Q (6178.760000 sec): 3 clusters
  Score: Raw -8176649.474217 + Penalty 3624.016996 = -8173025.457221
  nChanged 2837
		SP:Iteration 3Q (6178.950000 sec): 3 clusters
  Score: Raw -8177570.768139 + Penalty 3624.016996 = -8173946.751143
  nChanged 3082
		SP:Iteration 4Q (6179.130000 sec): 3 clusters
  Score: Raw -8178757.858990 + Penalty 3624.016996 = -8175133.841995
  nChanged 3370
		SP:Iteration 5Q (6179.320000 sec): 3 clusters
  Score: Raw -8180243.033342 + Penalty 3624.016996 = -8176619.016346
  nChanged 3598
		SP:Iteration 6F (6179.500000 sec): 3 clusters
  Score: Raw -8182056.391725 + Penalty 3624.016996 = -8178432.374729
  nChanged 3716
		SP:Iteration 7F (6179.680000 sec): 3 clusters
  Score: Raw -8184232.975935 + Penalty 3624.016996 = -8180608.958940
  nChanged 3582
		SP:Iteration 8F (6179.860000 sec): 3 clusters
  Score: Raw -8186613.108473 + Penalty 3624.016996 = -8182989.091478
  nChanged 3321
		SP:Iteration 9Q (6180.050000 sec): 3 clusters
  Score: Raw -8189115.141751 + Penalty 3624.016996 = -8185491.124755
  nChanged 2905
		SP:Iteration 10Q (6180.230000 sec): 3 clusters
  Score: Raw -8191144.965061 + Penalty 3624.016996 = -8187520.948066
  nChanged 2282
		SP:Iteration 11Q (6180.400000 sec): 3 clusters
  Score: Raw -8192531.545844 + Penalty 3624.016996 = -8188907.528849
  nChanged 1775
		SP:Iteration 12Q (6180.570000 sec): 3 clusters
  Score: Raw -8193493.703438 + Penalty 3624.016996 = -8189869.686442
  nChanged 1616
		SP:Iteration 13Q (6180.730000 sec): 3 clusters
  Score: Raw -8194341.929099 + Penalty 3624.016996 = -8190717.912103
  nChanged 1564
		SP:Iteration 14Q (6180.890000 sec): 3 clusters
  Score: Raw -8195199.846509 + Penalty 3624.016996 = -8191575.829513
  nChanged 1517
		SP:Iteration 15Q (6181.040000 sec): 3 clusters
  Score: Raw -8196062.940767 + Penalty 3624.016996 = -8192438.923772
  nChanged 1428
		SP:Iteration 16Q (6181.190000 sec): 3 clusters
  Score: Raw -8196928.059993 + Penalty 3624.016996 = -8193304.042998
  nChanged 1305
		SP:Iteration 17Q (6181.340000 sec): 3 clusters
  Score: Raw -8197753.560970 + Penalty 3624.016996 = -8194129.543974
  nChanged 1134
		SP:Iteration 18Q (6181.480000 sec): 3 clusters
  Score: Raw -8198501.948964 + Penalty 3624.016996 = -8194877.931968
  nChanged 1010
		SP:Iteration 19Q (6181.620000 sec): 3 clusters
  Score: Raw -8199198.397141 + Penalty 3624.016996 = -8195574.380146
  nChanged 815
		SP:Iteration 20F (6181.800000 sec): 3 clusters
  Score: Raw -8199803.826079 + Penalty 3624.016996 = -8196179.809083
  nChanged 694
		SP:Iteration 21Q (6181.930000 sec): 3 clusters
  Score: Raw -8200350.749763 + Penalty 3624.016996 = -8196726.732768
  nChanged 478
		SP:Iteration 22Q (6182.060000 sec): 3 clusters
  Score: Raw -8200709.743598 + Penalty 3624.016996 = -8197085.726602
  nChanged 326
		SP:Iteration 23Q (6182.190000 sec): 3 clusters
  Score: Raw -8200949.361433 + Penalty 3624.016996 = -8197325.344437
  nChanged 192
		SP:Iteration 24Q (6182.320000 sec): 3 clusters
  Score: Raw -8201100.924506 + Penalty 3624.016996 = -8197476.907511
  nChanged 131
		SP:Iteration 25Q (6182.440000 sec): 3 clusters
  Score: Raw -8201208.348111 + Penalty 3624.016996 = -8197584.331116
  nChanged 91
		SP:Iteration 26Q (6182.570000 sec): 3 clusters
  Score: Raw -8201282.896750 + Penalty 3624.016996 = -8197658.879754
  nChanged 50
		SP:Iteration 27Q (6182.690000 sec): 3 clusters
  Score: Raw -8201321.025779 + Penalty 3624.016996 = -8197697.008783
  nChanged 26
		SP:Iteration 28Q (6182.810000 sec): 3 clusters
  Score: Raw -8201343.930452 + Penalty 3624.016996 = -8197719.913456
  nChanged 21
		SP:Iteration 29Q (6182.940000 sec): 3 clusters
  Score: Raw -8201369.200638 + Penalty 3624.016996 = -8197745.183642
  nChanged 19
		SP:Iteration 30Q (6183.060000 sec): 3 clusters
  Score: Raw -8201388.378954 + Penalty 3624.016996 = -8197764.361958
  nChanged 13
		SP:Iteration 31Q (6183.180000 sec): 3 clusters
  Score: Raw -8201404.542598 + Penalty 3624.016996 = -8197780.525603
  nChanged 16
		SP:Iteration 32Q (6183.300000 sec): 3 clusters
  Score: Raw -8201417.083762 + Penalty 3624.016996 = -8197793.066766
  nChanged 7
		SP:Iteration 33Q (6183.430000 sec): 3 clusters
  Score: Raw -8201425.232754 + Penalty 3624.016996 = -8197801.215759
  nChanged 7
		SP:Iteration 34Q (6183.550000 sec): 3 clusters
  Score: Raw -8201430.757282 + Penalty 3624.016996 = -8197806.740286
  nChanged 4
		SP:Iteration 35Q (6183.670000 sec): 3 clusters
  Score: Raw -8201434.226921 + Penalty 3624.016996 = -8197810.209925
  nChanged 8
		SP:Iteration 36Q (6183.790000 sec): 3 clusters
  Score: Raw -8201439.954588 + Penalty 3624.016996 = -8197815.937592
  nChanged 8
		SP:Iteration 37Q (6183.920000 sec): 3 clusters
  Score: Raw -8201446.542242 + Penalty 3624.016996 = -8197822.525246
  nChanged 3
		SP:Iteration 38Q (6184.040000 sec): 3 clusters
  Score: Raw -8201449.048576 + Penalty 3624.016996 = -8197825.031580
  nChanged 3
		SP:Iteration 39Q (6184.160000 sec): 3 clusters
  Score: Raw -8201452.803244 + Penalty 3624.016996 = -8197828.786249
  nChanged 5
		SP:Iteration 40F (6184.340000 sec): 3 clusters
  Score: Raw -8201456.704904 + Penalty 3624.016996 = -8197832.687908
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 3 (50086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6184.480000 sec): 2 clusters
  Score: Raw -5962330.387512 + Penalty 1758.493231 = -5960571.894281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6184.610000 sec): 3 clusters
  Score: Raw -5930501.405634 + Penalty 3516.986462 = -5926984.419172
  nChanged 23434
		SP:Iteration 1F (6184.740000 sec): 3 clusters
  Score: Raw -5943894.972409 + Penalty 3516.986462 = -5940377.985946
  nChanged 2258
		SP:Iteration 2Q (6184.880000 sec): 3 clusters
  Score: Raw -5944771.855115 + Penalty 3516.986462 = -5941254.868652
  nChanged 2524
		SP:Iteration 3F (6185.010000 sec): 3 clusters
  Score: Raw -5945840.094936 + Penalty 3516.986462 = -5942323.108474
  nChanged 2747
		SP:Iteration 4F (6185.140000 sec): 3 clusters
  Score: Raw -5947170.487238 + Penalty 3516.986462 = -5943653.500775
  nChanged 2929
		SP:Iteration 5F (6185.270000 sec): 3 clusters
  Score: Raw -5948644.462126 + Penalty 3516.986462 = -5945127.475664
  nChanged 2883
		SP:Iteration 6F (6185.400000 sec): 3 clusters
  Score: Raw -5950051.979819 + Penalty 3516.986462 = -5946534.993357
  nChanged 2573
		SP:Iteration 7F (6185.530000 sec): 3 clusters
  Score: Raw -5951159.143104 + Penalty 3516.986462 = -5947642.156642
  nChanged 2103
		SP:Iteration 8Q (6185.660000 sec): 3 clusters
  Score: Raw -5951910.286972 + Penalty 3516.986462 = -5948393.300509
  nChanged 1697
		SP:Iteration 9Q (6185.800000 sec): 3 clusters
  Score: Raw -5952427.404816 + Penalty 3516.986462 = -5948910.418354
  nChanged 1393
		SP:Iteration 10Q (6185.930000 sec): 3 clusters
  Score: Raw -5952810.268087 + Penalty 3516.986462 = -5949293.281625
  nChanged 1118
		SP:Iteration 11Q (6186.060000 sec): 3 clusters
  Score: Raw -5953126.170316 + Penalty 3516.986462 = -5949609.183854
  nChanged 1050
		SP:Iteration 12Q (6186.190000 sec): 3 clusters
  Score: Raw -5953470.490688 + Penalty 3516.986462 = -5949953.504226
  nChanged 1109
		SP:Iteration 13Q (6186.320000 sec): 3 clusters
  Score: Raw -5953904.180704 + Penalty 3516.986462 = -5950387.194241
  nChanged 1163
		SP:Iteration 14Q (6186.460000 sec): 3 clusters
  Score: Raw -5954469.659314 + Penalty 3516.986462 = -5950952.672851
  nChanged 1291
		SP:Iteration 15Q (6186.590000 sec): 3 clusters
  Score: Raw -5955188.864384 + Penalty 3516.986462 = -5951671.877922
  nChanged 1411
		SP:Iteration 16Q (6186.720000 sec): 3 clusters
  Score: Raw -5956146.629867 + Penalty 3516.986462 = -5952629.643405
  nChanged 1418
		SP:Iteration 17Q (6186.860000 sec): 3 clusters
  Score: Raw -5957149.740943 + Penalty 3516.986462 = -5953632.754481
  nChanged 1328
		SP:Iteration 18Q (6186.980000 sec): 3 clusters
  Score: Raw -5958002.490026 + Penalty 3516.986462 = -5954485.503564
  nChanged 1144
		SP:Iteration 19Q (6187.100000 sec): 3 clusters
  Score: Raw -5958658.515930 + Penalty 3516.986462 = -5955141.529468
  nChanged 1041
		SP:Iteration 20F (6187.240000 sec): 3 clusters
  Score: Raw -5959206.544358 + Penalty 3516.986462 = -5955689.557896
  nChanged 1022
		SP:Iteration 21Q (6187.350000 sec): 3 clusters
  Score: Raw -5959716.541768 + Penalty 3516.986462 = -5956199.555306
  nChanged 913
		SP:Iteration 22Q (6187.470000 sec): 3 clusters
  Score: Raw -5960148.610556 + Penalty 3516.986462 = -5956631.624094
  nChanged 766
		SP:Iteration 23Q (6187.580000 sec): 3 clusters
  Score: Raw -5960489.584395 + Penalty 3516.986462 = -5956972.597933
  nChanged 680
		SP:Iteration 24Q (6187.690000 sec): 3 clusters
  Score: Raw -5960781.859796 + Penalty 3516.986462 = -5957264.873334
  nChanged 574
		SP:Iteration 25Q (6187.800000 sec): 3 clusters
  Score: Raw -5961025.671072 + Penalty 3516.986462 = -5957508.684609
  nChanged 528
		SP:Iteration 26Q (6187.900000 sec): 3 clusters
  Score: Raw -5961250.888515 + Penalty 3516.986462 = -5957733.902052
  nChanged 472
		SP:Iteration 27Q (6188.000000 sec): 3 clusters
  Score: Raw -5961453.033170 + Penalty 3516.986462 = -5957936.046708
  nChanged 389
		SP:Iteration 28Q (6188.100000 sec): 3 clusters
  Score: Raw -5961616.607610 + Penalty 3516.986462 = -5958099.621148
  nChanged 355
		SP:Iteration 29Q (6188.200000 sec): 3 clusters
  Score: Raw -5961762.362788 + Penalty 3516.986462 = -5958245.376326
  nChanged 320
		SP:Iteration 30Q (6188.300000 sec): 3 clusters
  Score: Raw -5961904.683735 + Penalty 3516.986462 = -5958387.697272
  nChanged 284
		SP:Iteration 31Q (6188.400000 sec): 3 clusters
  Score: Raw -5962027.410632 + Penalty 3516.986462 = -5958510.424169
  nChanged 233
		SP:Iteration 32Q (6188.500000 sec): 3 clusters
  Score: Raw -5962124.505639 + Penalty 3516.986462 = -5958607.519177
  nChanged 190
		SP:Iteration 33Q (6188.600000 sec): 3 clusters
  Score: Raw -5962199.297011 + Penalty 3516.986462 = -5958682.310549
  nChanged 164
		SP:Iteration 34Q (6188.690000 sec): 3 clusters
  Score: Raw -5962259.096348 + Penalty 3516.986462 = -5958742.109886
  nChanged 130
		SP:Iteration 35Q (6188.790000 sec): 3 clusters
  Score: Raw -5962302.917932 + Penalty 3516.986462 = -5958785.931470
  nChanged 100
		SP:Iteration 36Q (6188.880000 sec): 3 clusters
  Score: Raw -5962333.560825 + Penalty 3516.986462 = -5958816.574363
  nChanged 89
		SP:Iteration 37Q (6188.980000 sec): 3 clusters
  Score: Raw -5962360.901193 + Penalty 3516.986462 = -5958843.914731
  nChanged 76
		SP:Iteration 38Q (6189.070000 sec): 3 clusters
  Score: Raw -5962385.381831 + Penalty 3516.986462 = -5958868.395368
  nChanged 64
		SP:Iteration 39Q (6189.160000 sec): 3 clusters
  Score: Raw -5962406.036030 + Penalty 3516.986462 = -5958889.049568
  nChanged 67
		SP:Iteration 40F (6189.290000 sec): 3 clusters
  Score: Raw -5962429.362037 + Penalty 3516.986462 = -5958912.375575
  nChanged 61
		SP:Iteration 41Q (6189.380000 sec): 3 clusters
  Score: Raw -5962447.868792 + Penalty 3516.986462 = -5958930.882330
  nChanged 54
		SP:Iteration 42Q (6189.480000 sec): 3 clusters
  Score: Raw -5962463.862513 + Penalty 3516.986462 = -5958946.876051
  nChanged 56
		SP:Iteration 43Q (6189.570000 sec): 3 clusters
  Score: Raw -5962483.211674 + Penalty 3516.986462 = -5958966.225212
  nChanged 48
		SP:Iteration 44Q (6189.660000 sec): 3 clusters
  Score: Raw -5962499.175283 + Penalty 3516.986462 = -5958982.188821
  nChanged 37
		SP:Iteration 45Q (6189.750000 sec): 3 clusters
  Score: Raw -5962510.300781 + Penalty 3516.986462 = -5958993.314319
  nChanged 33
		SP:Iteration 46Q (6189.840000 sec): 3 clusters
  Score: Raw -5962519.793238 + Penalty 3516.986462 = -5959002.806775
  nChanged 30
		SP:Iteration 47Q (6189.940000 sec): 3 clusters
  Score: Raw -5962526.699132 + Penalty 3516.986462 = -5959009.712670
  nChanged 23
		SP:Iteration 48Q (6190.030000 sec): 3 clusters
  Score: Raw -5962535.079659 + Penalty 3516.986462 = -5959018.093197
  nChanged 23
		SP:Iteration 49Q (6190.120000 sec): 3 clusters
  Score: Raw -5962542.591254 + Penalty 3516.986462 = -5959025.604791
  nChanged 26
		SP:Iteration 50Q (6190.210000 sec): 3 clusters
  Score: Raw -5962551.795725 + Penalty 3516.986462 = -5959034.809263
  nChanged 30
		SP:Iteration 51Q (6190.300000 sec): 3 clusters
  Score: Raw -5962562.218710 + Penalty 3516.986462 = -5959045.232248
  nChanged 31
		SP:Iteration 52Q (6190.390000 sec): 3 clusters
  Score: Raw -5962573.381035 + Penalty 3516.986462 = -5959056.394573
  nChanged 28
		SP:Iteration 53Q (6190.480000 sec): 3 clusters
  Score: Raw -5962583.510584 + Penalty 3516.986462 = -5959066.524122
  nChanged 23
		SP:Iteration 54Q (6190.580000 sec): 3 clusters
  Score: Raw -5962590.558505 + Penalty 3516.986462 = -5959073.572042
  nChanged 17
		SP:Iteration 55Q (6190.670000 sec): 3 clusters
  Score: Raw -5962595.182142 + Penalty 3516.986462 = -5959078.195680
  nChanged 14
		SP:Iteration 56Q (6190.760000 sec): 3 clusters
  Score: Raw -5962600.068917 + Penalty 3516.986462 = -5959083.082455
  nChanged 12
		SP:Iteration 57Q (6190.860000 sec): 3 clusters
  Score: Raw -5962603.151931 + Penalty 3516.986462 = -5959086.165468
  nChanged 6
		SP:Iteration 58Q (6190.950000 sec): 3 clusters
  Score: Raw -5962604.742169 + Penalty 3516.986462 = -5959087.755706
  nChanged 6
		SP:Iteration 59Q (6191.040000 sec): 3 clusters
  Score: Raw -5962606.294743 + Penalty 3516.986462 = -5959089.308281
  nChanged 4
		SP:Iteration 60F (6191.160000 sec): 3 clusters
  Score: Raw -5962607.243314 + Penalty 3516.986462 = -5959090.256851
  nChanged 3
		SP:Iteration 61Q (6191.260000 sec): 3 clusters
  Score: Raw -5962607.901279 + Penalty 3516.986462 = -5959090.914816
  nChanged 2
		SP:Iteration 62Q (6191.350000 sec): 3 clusters
  Score: Raw -5962608.324512 + Penalty 3516.986462 = -5959091.338049
  nChanged 2
		SP:Iteration 63Q (6191.440000 sec): 3 clusters
  Score: Raw -5962608.774579 + Penalty 3516.986462 = -5959091.788117
  nChanged 3
		SP:Iteration 64Q (6191.530000 sec): 3 clusters
  Score: Raw -5962609.389626 + Penalty 3516.986462 = -5959092.403164
  nChanged 3
		SP:Iteration 65Q (6191.620000 sec): 3 clusters
  Score: Raw -5962610.579689 + Penalty 3516.986462 = -5959093.593226
  nChanged 5
		SP:Iteration 66Q (6191.710000 sec): 3 clusters
  Score: Raw -5962611.878380 + Penalty 3516.986462 = -5959094.891917
  nChanged 3
		SP:Iteration 67Q (6191.800000 sec): 3 clusters
  Score: Raw -5962612.617303 + Penalty 3516.986462 = -5959095.630840
  nChanged 4
		SP:Iteration 68Q (6191.890000 sec): 3 clusters
  Score: Raw -5962613.478401 + Penalty 3516.986462 = -5959096.491939
  nChanged 6
		SP:Iteration 69Q (6191.990000 sec): 3 clusters
  Score: Raw -5962615.323818 + Penalty 3516.986462 = -5959098.337356
  nChanged 6
		SP:Iteration 70Q (6192.070000 sec): 3 clusters
  Score: Raw -5962617.162805 + Penalty 3516.986462 = -5959100.176342
  nChanged 4
		SP:Iteration 71Q (6192.170000 sec): 3 clusters
  Score: Raw -5962618.762261 + Penalty 3516.986462 = -5959101.775799
  nChanged 6
		SP:Iteration 72Q (6192.250000 sec): 3 clusters
  Score: Raw -5962620.425213 + Penalty 3516.986462 = -5959103.438751
  nChanged 6
		SP:Iteration 73Q (6192.350000 sec): 3 clusters
  Score: Raw -5962622.129669 + Penalty 3516.986462 = -5959105.143206
  nChanged 0
		SP:Iteration 74F (6192.470000 sec): 3 clusters
  Score: Raw -5962622.129669 + Penalty 3516.986462 = -5959105.143206
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 4 (13811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6192.530000 sec): 2 clusters
  Score: Raw -1508514.552912 + Penalty 1549.148356 = -1506965.404556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6192.570000 sec): 3 clusters
  Score: Raw -1500513.251273 + Penalty 3098.296713 = -1497414.954561
  nChanged 6077
		SP:Iteration 1F (6192.600000 sec): 3 clusters
  Score: Raw -1503855.429727 + Penalty 3098.296713 = -1500757.133014
  nChanged 905
		SP:Iteration 2F (6192.640000 sec): 3 clusters
  Score: Raw -1504257.695255 + Penalty 3098.296713 = -1501159.398542
  nChanged 789
		SP:Iteration 3F (6192.670000 sec): 3 clusters
  Score: Raw -1504601.118255 + Penalty 3098.296713 = -1501502.821542
  nChanged 660
		SP:Iteration 4Q (6192.710000 sec): 3 clusters
  Score: Raw -1504863.591255 + Penalty 3098.296713 = -1501765.294542
  nChanged 573
		SP:Iteration 5Q (6192.740000 sec): 3 clusters
  Score: Raw -1505098.620891 + Penalty 3098.296713 = -1502000.324178
  nChanged 591
		SP:Iteration 6Q (6192.780000 sec): 3 clusters
  Score: Raw -1505362.113914 + Penalty 3098.296713 = -1502263.817201
  nChanged 566
		SP:Iteration 7Q (6192.810000 sec): 3 clusters
  Score: Raw -1505635.479765 + Penalty 3098.296713 = -1502537.183052
  nChanged 560
		SP:Iteration 8Q (6192.850000 sec): 3 clusters
  Score: Raw -1505926.202271 + Penalty 3098.296713 = -1502827.905558
  nChanged 569
		SP:Iteration 9Q (6192.880000 sec): 3 clusters
  Score: Raw -1506270.487021 + Penalty 3098.296713 = -1503172.190308
  nChanged 599
		SP:Iteration 10Q (6192.910000 sec): 3 clusters
  Score: Raw -1506673.761725 + Penalty 3098.296713 = -1503575.465012
  nChanged 618
		SP:Iteration 11Q (6192.950000 sec): 3 clusters
  Score: Raw -1507117.639051 + Penalty 3098.296713 = -1504019.342338
  nChanged 544
		SP:Iteration 12Q (6192.980000 sec): 3 clusters
  Score: Raw -1507519.566194 + Penalty 3098.296713 = -1504421.269481
  nChanged 475
		SP:Iteration 13Q (6193.010000 sec): 3 clusters
  Score: Raw -1507882.107763 + Penalty 3098.296713 = -1504783.811050
  nChanged 375
		SP:Iteration 14Q (6193.050000 sec): 3 clusters
  Score: Raw -1508186.386655 + Penalty 3098.296713 = -1505088.089942
  nChanged 299
		SP:Iteration 15Q (6193.080000 sec): 3 clusters
  Score: Raw -1508426.052037 + Penalty 3098.296713 = -1505327.755324
  nChanged 200
		SP:Iteration 16Q (6193.110000 sec): 3 clusters
  Score: Raw -1508583.938328 + Penalty 3098.296713 = -1505485.641615
  nChanged 157
		SP:Iteration 17Q (6193.130000 sec): 3 clusters
  Score: Raw -1508711.447717 + Penalty 3098.296713 = -1505613.151004
  nChanged 140
		SP:Iteration 18Q (6193.160000 sec): 3 clusters
  Score: Raw -1508831.794767 + Penalty 3098.296713 = -1505733.498054
  nChanged 104
		SP:Iteration 19Q (6193.190000 sec): 3 clusters
  Score: Raw -1508897.859003 + Penalty 3098.296713 = -1505799.562291
  nChanged 62
		SP:Iteration 20F (6193.220000 sec): 3 clusters
  Score: Raw -1508933.681330 + Penalty 3098.296713 = -1505835.384617
  nChanged 48
		SP:Iteration 21Q (6193.250000 sec): 3 clusters
  Score: Raw -1508958.932964 + Penalty 3098.296713 = -1505860.636251
  nChanged 41
		SP:Iteration 22Q (6193.270000 sec): 3 clusters
  Score: Raw -1508979.617470 + Penalty 3098.296713 = -1505881.320757
  nChanged 31
		SP:Iteration 23Q (6193.300000 sec): 3 clusters
  Score: Raw -1508998.639230 + Penalty 3098.296713 = -1505900.342517
  nChanged 32
		SP:Iteration 24Q (6193.330000 sec): 3 clusters
  Score: Raw -1509013.008448 + Penalty 3098.296713 = -1505914.711736
  nChanged 16
		SP:Iteration 25Q (6193.350000 sec): 3 clusters
  Score: Raw -1509020.110046 + Penalty 3098.296713 = -1505921.813333
  nChanged 18
		SP:Iteration 26Q (6193.380000 sec): 3 clusters
  Score: Raw -1509027.589137 + Penalty 3098.296713 = -1505929.292424
  nChanged 9
		SP:Iteration 27Q (6193.400000 sec): 3 clusters
  Score: Raw -1509031.449468 + Penalty 3098.296713 = -1505933.152755
  nChanged 11
		SP:Iteration 28Q (6193.430000 sec): 3 clusters
  Score: Raw -1509036.633779 + Penalty 3098.296713 = -1505938.337066
  nChanged 6
		SP:Iteration 29Q (6193.450000 sec): 3 clusters
  Score: Raw -1509038.928037 + Penalty 3098.296713 = -1505940.631324
  nChanged 4
		SP:Iteration 30Q (6193.480000 sec): 3 clusters
  Score: Raw -1509040.407611 + Penalty 3098.296713 = -1505942.110898
  nChanged 4
		SP:Iteration 31Q (6193.510000 sec): 3 clusters
  Score: Raw -1509041.378382 + Penalty 3098.296713 = -1505943.081669
  nChanged 4
		SP:Iteration 32Q (6193.530000 sec): 3 clusters
  Score: Raw -1509043.408179 + Penalty 3098.296713 = -1505945.111466
  nChanged 6
		SP:Iteration 33Q (6193.560000 sec): 3 clusters
  Score: Raw -1509045.149023 + Penalty 3098.296713 = -1505946.852310
  nChanged 2
		SP:Iteration 34Q (6193.580000 sec): 3 clusters
  Score: Raw -1509045.908546 + Penalty 3098.296713 = -1505947.611833
  nChanged 1
		SP:Iteration 35Q (6193.610000 sec): 3 clusters
  Score: Raw -1509046.928014 + Penalty 3098.296713 = -1505948.631301
  nChanged 4
		SP:Iteration 36Q (6193.630000 sec): 3 clusters
  Score: Raw -1509048.261239 + Penalty 3098.296713 = -1505949.964526
  nChanged 3
		SP:Iteration 37Q (6193.660000 sec): 3 clusters
  Score: Raw -1509049.608171 + Penalty 3098.296713 = -1505951.311458
  nChanged 4
		SP:Iteration 38Q (6193.680000 sec): 3 clusters
  Score: Raw -1509051.089180 + Penalty 3098.296713 = -1505952.792467
  nChanged 2
		SP:Iteration 39Q (6193.710000 sec): 3 clusters
  Score: Raw -1509052.276035 + Penalty 3098.296713 = -1505953.979322
  nChanged 1
		SP:Iteration 40F (6193.740000 sec): 3 clusters
  Score: Raw -1509052.678840 + Penalty 3098.296713 = -1505954.382127
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 5 (456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6193.750000 sec): 2 clusters
  Score: Raw -46356.416867 + Penalty 994.905082 = -45361.511786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6193.750000 sec): 3 clusters
  Score: Raw -46385.312194 + Penalty 1989.810163 = -44395.502031
  nChanged 109
		SP:Iteration 1F (6193.760000 sec): 3 clusters
  Score: Raw -46574.224357 + Penalty 1989.810163 = -44584.414193
  nChanged 23
		SP:Iteration 2F (6193.760000 sec): 3 clusters
  Score: Raw -46621.045368 + Penalty 1989.810163 = -44631.235205
  nChanged 6
		SP:Iteration 3Q (6193.760000 sec): 3 clusters
  Score: Raw -46630.436003 + Penalty 1989.810163 = -44640.625840
  nChanged 0
		SP:Iteration 4F (6193.760000 sec): 3 clusters
  Score: Raw -46630.436003 + Penalty 1989.810163 = -44640.625840
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 6 (1391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6193.770000 sec): 2 clusters
  Score: Raw -159254.570134 + Penalty 1176.138956 = -158078.431178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6193.770000 sec): 3 clusters
  Score: Raw -158715.862551 + Penalty 2352.277912 = -156363.584638
  nChanged 469
		SP:Iteration 1F (6193.770000 sec): 3 clusters
  Score: Raw -159070.556681 + Penalty 2352.277912 = -156718.278768
  nChanged 116
		SP:Iteration 2F (6193.780000 sec): 3 clusters
  Score: Raw -159160.316372 + Penalty 2352.277912 = -156808.038460
  nChanged 44
		SP:Iteration 3Q (6193.780000 sec): 3 clusters
  Score: Raw -159195.363914 + Penalty 2352.277912 = -156843.086001
  nChanged 33
		SP:Iteration 4Q (6193.790000 sec): 3 clusters
  Score: Raw -159225.228944 + Penalty 2352.277912 = -156872.951031
  nChanged 33
		SP:Iteration 5Q (6193.790000 sec): 3 clusters
  Score: Raw -159254.463681 + Penalty 2352.277912 = -156902.185769
  nChanged 21
		SP:Iteration 6Q (6193.790000 sec): 3 clusters
  Score: Raw -159272.920280 + Penalty 2352.277912 = -156920.642367
  nChanged 17
		SP:Iteration 7Q (6193.790000 sec): 3 clusters
  Score: Raw -159289.621818 + Penalty 2352.277912 = -156937.343905
  nChanged 20
		SP:Iteration 8Q (6193.800000 sec): 3 clusters
  Score: Raw -159303.151364 + Penalty 2352.277912 = -156950.873451
  nChanged 22
		SP:Iteration 9Q (6193.800000 sec): 3 clusters
  Score: Raw -159322.568340 + Penalty 2352.277912 = -156970.290427
  nChanged 15
		SP:Iteration 10Q (6193.810000 sec): 3 clusters
  Score: Raw -159333.049308 + Penalty 2352.277912 = -156980.771396
  nChanged 11
		SP:Iteration 11Q (6193.810000 sec): 3 clusters
  Score: Raw -159339.512022 + Penalty 2352.277912 = -156987.234109
  nChanged 8
		SP:Iteration 12Q (6193.810000 sec): 3 clusters
  Score: Raw -159343.973141 + Penalty 2352.277912 = -156991.695229
  nChanged 9
		SP:Iteration 13Q (6193.810000 sec): 3 clusters
  Score: Raw -159349.979862 + Penalty 2352.277912 = -156997.701949
  nChanged 12
		SP:Iteration 14Q (6193.820000 sec): 3 clusters
  Score: Raw -159358.743979 + Penalty 2352.277912 = -157006.466066
  nChanged 8
		SP:Iteration 15Q (6193.820000 sec): 3 clusters
  Score: Raw -159366.682515 + Penalty 2352.277912 = -157014.404603
  nChanged 9
		SP:Iteration 16Q (6193.830000 sec): 3 clusters
  Score: Raw -159374.462272 + Penalty 2352.277912 = -157022.184359
  nChanged 10
		SP:Iteration 17Q (6193.830000 sec): 3 clusters
  Score: Raw -159383.582906 + Penalty 2352.277912 = -157031.304993
  nChanged 10
		SP:Iteration 18Q (6193.830000 sec): 3 clusters
  Score: Raw -159394.022562 + Penalty 2352.277912 = -157041.744650
  nChanged 15
		SP:Iteration 19Q (6193.830000 sec): 3 clusters
  Score: Raw -159405.489604 + Penalty 2352.277912 = -157053.211692
  nChanged 17
		SP:Iteration 20F (6193.840000 sec): 3 clusters
  Score: Raw -159417.316674 + Penalty 2352.277912 = -157065.038762
  nChanged 12
		SP:Iteration 21Q (6193.840000 sec): 3 clusters
  Score: Raw -159428.047448 + Penalty 2352.277912 = -157075.769536
  nChanged 11
		SP:Iteration 22Q (6193.850000 sec): 3 clusters
  Score: Raw -159436.152210 + Penalty 2352.277912 = -157083.874298
  nChanged 3
		SP:Iteration 23Q (6193.850000 sec): 3 clusters
  Score: Raw -159437.655832 + Penalty 2352.277912 = -157085.377920
  nChanged 1
		SP:Iteration 24Q (6193.850000 sec): 3 clusters
  Score: Raw -159438.039882 + Penalty 2352.277912 = -157085.761969
  nChanged 0
		SP:Iteration 25F (6193.850000 sec): 3 clusters
  Score: Raw -159438.039882 + Penalty 2352.277912 = -157085.761969
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 7 (19291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6193.920000 sec): 2 clusters
  Score: Raw -2294668.658611 + Penalty 1603.451516 = -2293065.207095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6193.970000 sec): 3 clusters
  Score: Raw -2283027.577439 + Penalty 3206.903032 = -2279820.674406
  nChanged 8647
		SP:Iteration 1F (6194.010000 sec): 3 clusters
  Score: Raw -2287709.327750 + Penalty 3206.903032 = -2284502.424718
  nChanged 1036
		SP:Iteration 2F (6194.060000 sec): 3 clusters
  Score: Raw -2288077.289938 + Penalty 3206.903032 = -2284870.386906
  nChanged 896
		SP:Iteration 3Q (6194.110000 sec): 3 clusters
  Score: Raw -2288383.955052 + Penalty 3206.903032 = -2285177.052019
  nChanged 834
		SP:Iteration 4Q (6194.160000 sec): 3 clusters
  Score: Raw -2288696.615768 + Penalty 3206.903032 = -2285489.712736
  nChanged 805
		SP:Iteration 5Q (6194.210000 sec): 3 clusters
  Score: Raw -2288993.212539 + Penalty 3206.903032 = -2285786.309507
  nChanged 702
		SP:Iteration 6Q (6194.260000 sec): 3 clusters
  Score: Raw -2289239.156751 + Penalty 3206.903032 = -2286032.253719
  nChanged 690
		SP:Iteration 7Q (6194.310000 sec): 3 clusters
  Score: Raw -2289506.240908 + Penalty 3206.903032 = -2286299.337876
  nChanged 702
		SP:Iteration 8Q (6194.350000 sec): 3 clusters
  Score: Raw -2289796.256703 + Penalty 3206.903032 = -2286589.353671
  nChanged 716
		SP:Iteration 9Q (6194.410000 sec): 3 clusters
  Score: Raw -2290106.869168 + Penalty 3206.903032 = -2286899.966135
  nChanged 677
		SP:Iteration 10Q (6194.450000 sec): 3 clusters
  Score: Raw -2290404.487376 + Penalty 3206.903032 = -2287197.584344
  nChanged 640
		SP:Iteration 11Q (6194.500000 sec): 3 clusters
  Score: Raw -2290684.047999 + Penalty 3206.903032 = -2287477.144967
  nChanged 667
		SP:Iteration 12Q (6194.550000 sec): 3 clusters
  Score: Raw -2290982.769624 + Penalty 3206.903032 = -2287775.866592
  nChanged 629
		SP:Iteration 13Q (6194.600000 sec): 3 clusters
  Score: Raw -2291277.438600 + Penalty 3206.903032 = -2288070.535568
  nChanged 633
		SP:Iteration 14Q (6194.660000 sec): 3 clusters
  Score: Raw -2291579.853395 + Penalty 3206.903032 = -2288372.950363
  nChanged 632
		SP:Iteration 15Q (6194.700000 sec): 3 clusters
  Score: Raw -2291904.365203 + Penalty 3206.903032 = -2288697.462171
  nChanged 630
		SP:Iteration 16Q (6194.750000 sec): 3 clusters
  Score: Raw -2292227.900031 + Penalty 3206.903032 = -2289020.996999
  nChanged 607
		SP:Iteration 17Q (6194.800000 sec): 3 clusters
  Score: Raw -2292527.867737 + Penalty 3206.903032 = -2289320.964705
  nChanged 586
		SP:Iteration 18Q (6194.850000 sec): 3 clusters
  Score: Raw -2292790.444098 + Penalty 3206.903032 = -2289583.541066
  nChanged 502
		SP:Iteration 19Q (6194.900000 sec): 3 clusters
  Score: Raw -2293011.379800 + Penalty 3206.903032 = -2289804.476768
  nChanged 498
		SP:Iteration 20F (6194.940000 sec): 3 clusters
  Score: Raw -2293228.958946 + Penalty 3206.903032 = -2290022.055914
  nChanged 447
		SP:Iteration 21Q (6194.990000 sec): 3 clusters
  Score: Raw -2293395.103556 + Penalty 3206.903032 = -2290188.200523
  nChanged 356
		SP:Iteration 22Q (6195.040000 sec): 3 clusters
  Score: Raw -2293518.797168 + Penalty 3206.903032 = -2290311.894136
  nChanged 337
		SP:Iteration 23Q (6195.080000 sec): 3 clusters
  Score: Raw -2293638.329907 + Penalty 3206.903032 = -2290431.426875
  nChanged 298
		SP:Iteration 24Q (6195.120000 sec): 3 clusters
  Score: Raw -2293734.089731 + Penalty 3206.903032 = -2290527.186699
  nChanged 265
		SP:Iteration 25Q (6195.160000 sec): 3 clusters
  Score: Raw -2293818.722892 + Penalty 3206.903032 = -2290611.819860
  nChanged 250
		SP:Iteration 26Q (6195.210000 sec): 3 clusters
  Score: Raw -2293901.092356 + Penalty 3206.903032 = -2290694.189323
  nChanged 245
		SP:Iteration 27Q (6195.250000 sec): 3 clusters
  Score: Raw -2293980.301919 + Penalty 3206.903032 = -2290773.398887
  nChanged 223
		SP:Iteration 28Q (6195.290000 sec): 3 clusters
  Score: Raw -2294053.217772 + Penalty 3206.903032 = -2290846.314740
  nChanged 213
		SP:Iteration 29Q (6195.330000 sec): 3 clusters
  Score: Raw -2294130.195539 + Penalty 3206.903032 = -2290923.292507
  nChanged 203
		SP:Iteration 30Q (6195.370000 sec): 3 clusters
  Score: Raw -2294203.444985 + Penalty 3206.903032 = -2290996.541952
  nChanged 185
		SP:Iteration 31Q (6195.410000 sec): 3 clusters
  Score: Raw -2294266.462267 + Penalty 3206.903032 = -2291059.559235
  nChanged 166
		SP:Iteration 32Q (6195.450000 sec): 3 clusters
  Score: Raw -2294322.102685 + Penalty 3206.903032 = -2291115.199653
  nChanged 160
		SP:Iteration 33Q (6195.490000 sec): 3 clusters
  Score: Raw -2294378.166465 + Penalty 3206.903032 = -2291171.263433
  nChanged 145
		SP:Iteration 34Q (6195.520000 sec): 3 clusters
  Score: Raw -2294438.252557 + Penalty 3206.903032 = -2291231.349525
  nChanged 133
		SP:Iteration 35Q (6195.560000 sec): 3 clusters
  Score: Raw -2294493.742690 + Penalty 3206.903032 = -2291286.839658
  nChanged 117
		SP:Iteration 36Q (6195.600000 sec): 3 clusters
  Score: Raw -2294534.851227 + Penalty 3206.903032 = -2291327.948195
  nChanged 112
		SP:Iteration 37Q (6195.640000 sec): 3 clusters
  Score: Raw -2294578.736620 + Penalty 3206.903032 = -2291371.833588
  nChanged 87
		SP:Iteration 38Q (6195.680000 sec): 3 clusters
  Score: Raw -2294613.054640 + Penalty 3206.903032 = -2291406.151607
  nChanged 88
		SP:Iteration 39Q (6195.720000 sec): 3 clusters
  Score: Raw -2294649.172073 + Penalty 3206.903032 = -2291442.269041
  nChanged 72
		SP:Iteration 40F (6195.760000 sec): 3 clusters
  Score: Raw -2294678.739332 + Penalty 3206.903032 = -2291471.836300
  nChanged 64
		SP:Iteration 41Q (6195.800000 sec): 3 clusters
  Score: Raw -2294701.681125 + Penalty 3206.903032 = -2291494.778093
  nChanged 55
		SP:Iteration 42Q (6195.840000 sec): 3 clusters
  Score: Raw -2294720.437917 + Penalty 3206.903032 = -2291513.534885
  nChanged 51
		SP:Iteration 43Q (6195.870000 sec): 3 clusters
  Score: Raw -2294739.775295 + Penalty 3206.903032 = -2291532.872263
  nChanged 45
		SP:Iteration 44Q (6195.910000 sec): 3 clusters
  Score: Raw -2294759.180623 + Penalty 3206.903032 = -2291552.277591
  nChanged 51
		SP:Iteration 45Q (6195.950000 sec): 3 clusters
  Score: Raw -2294783.080452 + Penalty 3206.903032 = -2291576.177420
  nChanged 46
		SP:Iteration 46Q (6195.980000 sec): 3 clusters
  Score: Raw -2294800.839463 + Penalty 3206.903032 = -2291593.936431
  nChanged 34
		SP:Iteration 47Q (6196.020000 sec): 3 clusters
  Score: Raw -2294814.276112 + Penalty 3206.903032 = -2291607.373080
  nChanged 28
		SP:Iteration 48Q (6196.060000 sec): 3 clusters
  Score: Raw -2294824.488513 + Penalty 3206.903032 = -2291617.585481
  nChanged 35
		SP:Iteration 49Q (6196.090000 sec): 3 clusters
  Score: Raw -2294839.312630 + Penalty 3206.903032 = -2291632.409598
  nChanged 26
		SP:Iteration 50Q (6196.130000 sec): 3 clusters
  Score: Raw -2294852.087551 + Penalty 3206.903032 = -2291645.184519
  nChanged 26
		SP:Iteration 51Q (6196.160000 sec): 3 clusters
  Score: Raw -2294864.290806 + Penalty 3206.903032 = -2291657.387774
  nChanged 23
		SP:Iteration 52Q (6196.200000 sec): 3 clusters
  Score: Raw -2294872.862012 + Penalty 3206.903032 = -2291665.958980
  nChanged 21
		SP:Iteration 53Q (6196.230000 sec): 3 clusters
  Score: Raw -2294880.502073 + Penalty 3206.903032 = -2291673.599041
  nChanged 18
		SP:Iteration 54Q (6196.270000 sec): 3 clusters
  Score: Raw -2294888.594374 + Penalty 3206.903032 = -2291681.691342
  nChanged 17
		SP:Iteration 55Q (6196.300000 sec): 3 clusters
  Score: Raw -2294895.172879 + Penalty 3206.903032 = -2291688.269847
  nChanged 18
		SP:Iteration 56Q (6196.340000 sec): 3 clusters
  Score: Raw -2294902.855186 + Penalty 3206.903032 = -2291695.952154
  nChanged 13
		SP:Iteration 57Q (6196.380000 sec): 3 clusters
  Score: Raw -2294909.219696 + Penalty 3206.903032 = -2291702.316664
  nChanged 16
		SP:Iteration 58Q (6196.410000 sec): 3 clusters
  Score: Raw -2294917.737022 + Penalty 3206.903032 = -2291710.833990
  nChanged 15
		SP:Iteration 59Q (6196.440000 sec): 3 clusters
  Score: Raw -2294924.829053 + Penalty 3206.903032 = -2291717.926021
  nChanged 5
		SP:Iteration 60F (6196.500000 sec): 3 clusters
  Score: Raw -2294926.571979 + Penalty 3206.903032 = -2291719.668947
  nChanged 4
		SP:Iteration 61Q (6196.530000 sec): 3 clusters
  Score: Raw -2294927.565186 + Penalty 3206.903032 = -2291720.662154
  nChanged 2
		SP:Iteration 62Q (6196.560000 sec): 3 clusters
  Score: Raw -2294928.458975 + Penalty 3206.903032 = -2291721.555942
  nChanged 2
		SP:Iteration 63Q (6196.600000 sec): 3 clusters
  Score: Raw -2294929.360670 + Penalty 3206.903032 = -2291722.457638
  nChanged 6
		SP:Iteration 64Q (6196.640000 sec): 3 clusters
  Score: Raw -2294931.635686 + Penalty 3206.903032 = -2291724.732654
  nChanged 3
		SP:Iteration 65Q (6196.670000 sec): 3 clusters
  Score: Raw -2294932.458425 + Penalty 3206.903032 = -2291725.555393
  nChanged 2
		SP:Iteration 66Q (6196.710000 sec): 3 clusters
  Score: Raw -2294933.353642 + Penalty 3206.903032 = -2291726.450610
  nChanged 2
		SP:Iteration 67Q (6196.740000 sec): 3 clusters
  Score: Raw -2294934.175042 + Penalty 3206.903032 = -2291727.272010
  nChanged 3
		SP:Iteration 68Q (6196.780000 sec): 3 clusters
  Score: Raw -2294935.482965 + Penalty 3206.903032 = -2291728.579933
  nChanged 0
		SP:Iteration 69F (6196.830000 sec): 3 clusters
  Score: Raw -2294935.482965 + Penalty 3206.903032 = -2291728.579933
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 8 (1172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6196.840000 sec): 2 clusters
  Score: Raw -113198.327151 + Penalty 1148.300883 = -112050.026269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6196.840000 sec): 3 clusters
  Score: Raw -112899.776791 + Penalty 2296.601765 = -110603.175026
  nChanged 355
		SP:Iteration 1F (6196.850000 sec): 3 clusters
  Score: Raw -113257.841004 + Penalty 2296.601765 = -110961.239238
  nChanged 87
		SP:Iteration 2F (6196.850000 sec): 3 clusters
  Score: Raw -113352.176696 + Penalty 2296.601765 = -111055.574931
  nChanged 55
		SP:Iteration 3Q (6196.850000 sec): 3 clusters
  Score: Raw -113417.542186 + Penalty 2296.601765 = -111120.940421
  nChanged 46
		SP:Iteration 4Q (6196.860000 sec): 3 clusters
  Score: Raw -113500.534124 + Penalty 2296.601765 = -111203.932359
  nChanged 51
		SP:Iteration 5Q (6196.860000 sec): 3 clusters
  Score: Raw -113579.291701 + Penalty 2296.601765 = -111282.689935
  nChanged 41
		SP:Iteration 6Q (6196.860000 sec): 3 clusters
  Score: Raw -113626.962181 + Penalty 2296.601765 = -111330.360416
  nChanged 27
		SP:Iteration 7Q (6196.860000 sec): 3 clusters
  Score: Raw -113660.424113 + Penalty 2296.601765 = -111363.822348
  nChanged 20
		SP:Iteration 8Q (6196.870000 sec): 3 clusters
  Score: Raw -113700.587868 + Penalty 2296.601765 = -111403.986103
  nChanged 16
		SP:Iteration 9Q (6196.870000 sec): 3 clusters
  Score: Raw -113717.847944 + Penalty 2296.601765 = -111421.246179
  nChanged 9
		SP:Iteration 10Q (6196.870000 sec): 3 clusters
  Score: Raw -113727.123411 + Penalty 2296.601765 = -111430.521646
  nChanged 16
		SP:Iteration 11Q (6196.880000 sec): 3 clusters
  Score: Raw -113751.448958 + Penalty 2296.601765 = -111454.847193
  nChanged 15
		SP:Iteration 12Q (6196.880000 sec): 3 clusters
  Score: Raw -113767.991723 + Penalty 2296.601765 = -111471.389958
  nChanged 14
		SP:Iteration 13Q (6196.880000 sec): 3 clusters
  Score: Raw -113799.866405 + Penalty 2296.601765 = -111503.264640
  nChanged 11
		SP:Iteration 14Q (6196.880000 sec): 3 clusters
  Score: Raw -113812.322613 + Penalty 2296.601765 = -111515.720848
  nChanged 10
		SP:Iteration 15Q (6196.880000 sec): 3 clusters
  Score: Raw -113818.968090 + Penalty 2296.601765 = -111522.366325
  nChanged 7
		SP:Iteration 16Q (6196.890000 sec): 3 clusters
  Score: Raw -113827.060633 + Penalty 2296.601765 = -111530.458868
  nChanged 5
		SP:Iteration 17Q (6196.890000 sec): 3 clusters
  Score: Raw -113831.565153 + Penalty 2296.601765 = -111534.963388
  nChanged 5
		SP:Iteration 18Q (6196.890000 sec): 3 clusters
  Score: Raw -113835.272621 + Penalty 2296.601765 = -111538.670856
  nChanged 5
		SP:Iteration 19Q (6196.900000 sec): 3 clusters
  Score: Raw -113840.032468 + Penalty 2296.601765 = -111543.430702
  nChanged 4
		SP:Iteration 20F (6196.900000 sec): 3 clusters
  Score: Raw -113846.354263 + Penalty 2296.601765 = -111549.752497
  nChanged 8
		SP:Iteration 21Q (6196.900000 sec): 3 clusters
  Score: Raw -113856.229844 + Penalty 2296.601765 = -111559.628079
  nChanged 6
		SP:Iteration 22Q (6196.900000 sec): 3 clusters
  Score: Raw -113860.979479 + Penalty 2296.601765 = -111564.377714
  nChanged 0
		SP:Iteration 23F (6196.910000 sec): 3 clusters
  Score: Raw -113860.979479 + Penalty 2296.601765 = -111564.377714
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 9 (35111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6197.010000 sec): 2 clusters
  Score: Raw -4033178.649316 + Penalty 1700.768834 = -4031477.880482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6197.100000 sec): 3 clusters
  Score: Raw -4011355.675015 + Penalty 3401.537669 = -4007954.137346
  nChanged 16289
		SP:Iteration 1F (6197.200000 sec): 3 clusters
  Score: Raw -4020494.293174 + Penalty 3401.537669 = -4017092.755505
  nChanged 1515
		SP:Iteration 2Q (6197.290000 sec): 3 clusters
  Score: Raw -4021032.570043 + Penalty 3401.537669 = -4017631.032374
  nChanged 1577
		SP:Iteration 3Q (6197.380000 sec): 3 clusters
  Score: Raw -4021643.910596 + Penalty 3401.537669 = -4018242.372927
  nChanged 1539
		SP:Iteration 4Q (6197.470000 sec): 3 clusters
  Score: Raw -4022300.684460 + Penalty 3401.537669 = -4018899.146791
  nChanged 1643
		SP:Iteration 5Q (6197.560000 sec): 3 clusters
  Score: Raw -4023025.486120 + Penalty 3401.537669 = -4019623.948451
  nChanged 1608
		SP:Iteration 6Q (6197.660000 sec): 3 clusters
  Score: Raw -4023804.839299 + Penalty 3401.537669 = -4020403.301630
  nChanged 1667
		SP:Iteration 7Q (6197.750000 sec): 3 clusters
  Score: Raw -4024611.560446 + Penalty 3401.537669 = -4021210.022777
  nChanged 1641
		SP:Iteration 8Q (6197.840000 sec): 3 clusters
  Score: Raw -4025387.051538 + Penalty 3401.537669 = -4021985.513869
  nChanged 1564
		SP:Iteration 9Q (6197.930000 sec): 3 clusters
  Score: Raw -4026047.124184 + Penalty 3401.537669 = -4022645.586515
  nChanged 1343
		SP:Iteration 10Q (6198.020000 sec): 3 clusters
  Score: Raw -4026644.504319 + Penalty 3401.537669 = -4023242.966650
  nChanged 1199
		SP:Iteration 11Q (6198.110000 sec): 3 clusters
  Score: Raw -4027159.437016 + Penalty 3401.537669 = -4023757.899347
  nChanged 1042
		SP:Iteration 12Q (6198.200000 sec): 3 clusters
  Score: Raw -4027568.750933 + Penalty 3401.537669 = -4024167.213264
  nChanged 878
		SP:Iteration 13Q (6198.290000 sec): 3 clusters
  Score: Raw -4027878.223810 + Penalty 3401.537669 = -4024476.686141
  nChanged 754
		SP:Iteration 14Q (6198.380000 sec): 3 clusters
  Score: Raw -4028101.484201 + Penalty 3401.537669 = -4024699.946532
  nChanged 602
		SP:Iteration 15Q (6198.470000 sec): 3 clusters
  Score: Raw -4028270.286802 + Penalty 3401.537669 = -4024868.749133
  nChanged 528
		SP:Iteration 16Q (6198.560000 sec): 3 clusters
  Score: Raw -4028403.582891 + Penalty 3401.537669 = -4025002.045222
  nChanged 447
		SP:Iteration 17Q (6198.650000 sec): 3 clusters
  Score: Raw -4028505.522884 + Penalty 3401.537669 = -4025103.985216
  nChanged 367
		SP:Iteration 18Q (6198.740000 sec): 3 clusters
  Score: Raw -4028589.265637 + Penalty 3401.537669 = -4025187.727968
  nChanged 324
		SP:Iteration 19Q (6198.830000 sec): 3 clusters
  Score: Raw -4028665.686311 + Penalty 3401.537669 = -4025264.148642
  nChanged 314
		SP:Iteration 20F (6198.920000 sec): 3 clusters
  Score: Raw -4028729.222889 + Penalty 3401.537669 = -4025327.685220
  nChanged 281
		SP:Iteration 21Q (6199.010000 sec): 3 clusters
  Score: Raw -4028786.168315 + Penalty 3401.537669 = -4025384.630646
  nChanged 253
		SP:Iteration 22Q (6199.100000 sec): 3 clusters
  Score: Raw -4028834.660369 + Penalty 3401.537669 = -4025433.122700
  nChanged 257
		SP:Iteration 23Q (6199.180000 sec): 3 clusters
  Score: Raw -4028883.261041 + Penalty 3401.537669 = -4025481.723372
  nChanged 243
		SP:Iteration 24Q (6199.270000 sec): 3 clusters
  Score: Raw -4028925.554558 + Penalty 3401.537669 = -4025524.016889
  nChanged 263
		SP:Iteration 25Q (6199.360000 sec): 3 clusters
  Score: Raw -4028973.233269 + Penalty 3401.537669 = -4025571.695600
  nChanged 243
		SP:Iteration 26Q (6199.450000 sec): 3 clusters
  Score: Raw -4029022.743735 + Penalty 3401.537669 = -4025621.206066
  nChanged 242
		SP:Iteration 27Q (6199.530000 sec): 3 clusters
  Score: Raw -4029061.716522 + Penalty 3401.537669 = -4025660.178853
  nChanged 221
		SP:Iteration 28Q (6199.620000 sec): 3 clusters
  Score: Raw -4029100.160080 + Penalty 3401.537669 = -4025698.622411
  nChanged 221
		SP:Iteration 29Q (6199.700000 sec): 3 clusters
  Score: Raw -4029139.426836 + Penalty 3401.537669 = -4025737.889167
  nChanged 232
		SP:Iteration 30Q (6199.790000 sec): 3 clusters
  Score: Raw -4029182.298757 + Penalty 3401.537669 = -4025780.761088
  nChanged 232
		SP:Iteration 31Q (6199.880000 sec): 3 clusters
  Score: Raw -4029226.148010 + Penalty 3401.537669 = -4025824.610341
  nChanged 225
		SP:Iteration 32Q (6199.960000 sec): 3 clusters
  Score: Raw -4029273.371942 + Penalty 3401.537669 = -4025871.834273
  nChanged 230
		SP:Iteration 33Q (6200.050000 sec): 3 clusters
  Score: Raw -4029323.479443 + Penalty 3401.537669 = -4025921.941774
  nChanged 219
		SP:Iteration 34Q (6200.130000 sec): 3 clusters
  Score: Raw -4029371.016445 + Penalty 3401.537669 = -4025969.478776
  nChanged 244
		SP:Iteration 35Q (6200.220000 sec): 3 clusters
  Score: Raw -4029422.297741 + Penalty 3401.537669 = -4026020.760072
  nChanged 249
		SP:Iteration 36Q (6200.300000 sec): 3 clusters
  Score: Raw -4029484.913923 + Penalty 3401.537669 = -4026083.376254
  nChanged 256
		SP:Iteration 37Q (6200.390000 sec): 3 clusters
  Score: Raw -4029559.558655 + Penalty 3401.537669 = -4026158.020986
  nChanged 286
		SP:Iteration 38Q (6200.470000 sec): 3 clusters
  Score: Raw -4029644.112825 + Penalty 3401.537669 = -4026242.575156
  nChanged 306
		SP:Iteration 39Q (6200.560000 sec): 3 clusters
  Score: Raw -4029750.464059 + Penalty 3401.537669 = -4026348.926390
  nChanged 324
		SP:Iteration 40F (6200.650000 sec): 3 clusters
  Score: Raw -4029890.162323 + Penalty 3401.537669 = -4026488.624654
  nChanged 370
		SP:Iteration 41Q (6200.730000 sec): 3 clusters
  Score: Raw -4030058.564641 + Penalty 3401.537669 = -4026657.026972
  nChanged 406
		SP:Iteration 42Q (6200.820000 sec): 3 clusters
  Score: Raw -4030269.417280 + Penalty 3401.537669 = -4026867.879611
  nChanged 452
		SP:Iteration 43Q (6200.900000 sec): 3 clusters
  Score: Raw -4030511.986466 + Penalty 3401.537669 = -4027110.448798
  nChanged 434
		SP:Iteration 44Q (6200.990000 sec): 3 clusters
  Score: Raw -4030768.487758 + Penalty 3401.537669 = -4027366.950089
  nChanged 446
		SP:Iteration 45Q (6201.070000 sec): 3 clusters
  Score: Raw -4031010.963704 + Penalty 3401.537669 = -4027609.426035
  nChanged 444
		SP:Iteration 46Q (6201.160000 sec): 3 clusters
  Score: Raw -4031197.755586 + Penalty 3401.537669 = -4027796.217917
  nChanged 425
		SP:Iteration 47Q (6201.240000 sec): 3 clusters
  Score: Raw -4031366.549800 + Penalty 3401.537669 = -4027965.012131
  nChanged 415
		SP:Iteration 48Q (6201.320000 sec): 3 clusters
  Score: Raw -4031524.502980 + Penalty 3401.537669 = -4028122.965311
  nChanged 410
		SP:Iteration 49Q (6201.400000 sec): 3 clusters
  Score: Raw -4031673.165747 + Penalty 3401.537669 = -4028271.628078
  nChanged 425
		SP:Iteration 50Q (6201.480000 sec): 3 clusters
  Score: Raw -4031818.244598 + Penalty 3401.537669 = -4028416.706929
  nChanged 382
		SP:Iteration 51Q (6201.560000 sec): 3 clusters
  Score: Raw -4031939.362791 + Penalty 3401.537669 = -4028537.825122
  nChanged 364
		SP:Iteration 52Q (6201.640000 sec): 3 clusters
  Score: Raw -4032052.555572 + Penalty 3401.537669 = -4028651.017903
  nChanged 355
		SP:Iteration 53Q (6201.720000 sec): 3 clusters
  Score: Raw -4032168.326645 + Penalty 3401.537669 = -4028766.788976
  nChanged 379
		SP:Iteration 54Q (6201.800000 sec): 3 clusters
  Score: Raw -4032280.516965 + Penalty 3401.537669 = -4028878.979296
  nChanged 338
		SP:Iteration 55Q (6201.870000 sec): 3 clusters
  Score: Raw -4032378.967001 + Penalty 3401.537669 = -4028977.429332
  nChanged 331
		SP:Iteration 56Q (6201.950000 sec): 3 clusters
  Score: Raw -4032475.793534 + Penalty 3401.537669 = -4029074.255865
  nChanged 323
		SP:Iteration 57Q (6202.020000 sec): 3 clusters
  Score: Raw -4032580.303798 + Penalty 3401.537669 = -4029178.766129
  nChanged 311
		SP:Iteration 58Q (6202.100000 sec): 3 clusters
  Score: Raw -4032681.201619 + Penalty 3401.537669 = -4029279.663950
  nChanged 277
		SP:Iteration 59Q (6202.180000 sec): 3 clusters
  Score: Raw -4032758.449837 + Penalty 3401.537669 = -4029356.912168
  nChanged 269
		SP:Iteration 60F (6202.260000 sec): 3 clusters
  Score: Raw -4032835.659883 + Penalty 3401.537669 = -4029434.122214
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		SP:Iteration 61Q (6202.340000 sec): 3 clusters
  Score: Raw -4032912.535899 + Penalty 3401.537669 = -4029510.998230
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		SP:Iteration 62Q (6202.410000 sec): 3 clusters
  Score: Raw -4032988.089234 + Penalty 3401.537669 = -4029586.551566
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		SP:Iteration 63Q (6202.480000 sec): 3 clusters
  Score: Raw -4033053.526672 + Penalty 3401.537669 = -4029651.989003
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		SP:Iteration 64Q (6202.560000 sec): 3 clusters
  Score: Raw -4033097.301451 + Penalty 3401.537669 = -4029695.763782
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		SP:Iteration 65Q (6202.630000 sec): 3 clusters
  Score: Raw -4033132.837493 + Penalty 3401.537669 = -4029731.299824
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		SP:Iteration 66Q (6202.700000 sec): 3 clusters
  Score: Raw -4033163.326391 + Penalty 3401.537669 = -4029761.788722
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		SP:Iteration 67Q (6202.770000 sec): 3 clusters
  Score: Raw -4033188.628218 + Penalty 3401.537669 = -4029787.090549
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		SP:Iteration 68Q (6202.840000 sec): 3 clusters
  Score: Raw -4033215.216800 + Penalty 3401.537669 = -4029813.679131
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		SP:Iteration 69Q (6202.920000 sec): 3 clusters
  Score: Raw -4033245.970224 + Penalty 3401.537669 = -4029844.432555
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		SP:Iteration 70Q (6202.990000 sec): 3 clusters
  Score: Raw -4033275.402064 + Penalty 3401.537669 = -4029873.864395
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		SP:Iteration 71Q (6203.060000 sec): 3 clusters
  Score: Raw -4033306.334871 + Penalty 3401.537669 = -4029904.797202
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		SP:Iteration 72Q (6203.130000 sec): 3 clusters
  Score: Raw -4033334.481877 + Penalty 3401.537669 = -4029932.944208
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		SP:Iteration 73Q (6203.200000 sec): 3 clusters
  Score: Raw -4033353.165965 + Penalty 3401.537669 = -4029951.628296
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		SP:Iteration 74Q (6203.270000 sec): 3 clusters
  Score: Raw -4033373.994975 + Penalty 3401.537669 = -4029972.457307
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		SP:Iteration 75Q (6203.340000 sec): 3 clusters
  Score: Raw -4033391.881241 + Penalty 3401.537669 = -4029990.343572
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		SP:Iteration 76Q (6203.410000 sec): 3 clusters
  Score: Raw -4033407.424247 + Penalty 3401.537669 = -4030005.886578
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		SP:Iteration 77Q (6203.480000 sec): 3 clusters
  Score: Raw -4033419.572984 + Penalty 3401.537669 = -4030018.035315
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		SP:Iteration 78Q (6203.550000 sec): 3 clusters
  Score: Raw -4033430.881709 + Penalty 3401.537669 = -4030029.344040
  nChanged 50
		SP:Iteration 79Q (6203.620000 sec): 3 clusters
  Score: Raw -4033442.203419 + Penalty 3401.537669 = -4030040.665750
  nChanged 39
		SP:Iteration 80F (6203.710000 sec): 3 clusters
  Score: Raw -4033451.059913 + Penalty 3401.537669 = -4030049.522244
  nChanged 43
		SP:Iteration 81Q (6203.780000 sec): 3 clusters
  Score: Raw -4033460.204398 + Penalty 3401.537669 = -4030058.666729
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		SP:Iteration 82Q (6203.850000 sec): 3 clusters
  Score: Raw -4033467.098582 + Penalty 3401.537669 = -4030065.560913
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		SP:Iteration 83Q (6203.920000 sec): 3 clusters
  Score: Raw -4033472.293978 + Penalty 3401.537669 = -4030070.756309
  nChanged 17
		SP:Iteration 84Q (6203.980000 sec): 3 clusters
  Score: Raw -4033474.659130 + Penalty 3401.537669 = -4030073.121462
  nChanged 19
		SP:Iteration 85Q (6204.050000 sec): 3 clusters
  Score: Raw -4033478.595695 + Penalty 3401.537669 = -4030077.058026
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		SP:Iteration 86Q (6204.120000 sec): 3 clusters
  Score: Raw -4033481.585311 + Penalty 3401.537669 = -4030080.047643
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		SP:Iteration 87Q (6204.180000 sec): 3 clusters
  Score: Raw -4033484.369202 + Penalty 3401.537669 = -4030082.831533
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		SP:Iteration 88Q (6204.250000 sec): 3 clusters
  Score: Raw -4033486.822585 + Penalty 3401.537669 = -4030085.284916
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		SP:Iteration 89Q (6204.320000 sec): 3 clusters
  Score: Raw -4033488.836404 + Penalty 3401.537669 = -4030087.298735
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		SP:Iteration 90Q (6204.390000 sec): 3 clusters
  Score: Raw -4033491.429056 + Penalty 3401.537669 = -4030089.891387
  nChanged 17
		SP:Iteration 91Q (6204.460000 sec): 3 clusters
  Score: Raw -4033493.563104 + Penalty 3401.537669 = -4030092.025435
  nChanged 11
		SP:Iteration 92Q (6204.520000 sec): 3 clusters
  Score: Raw -4033495.412955 + Penalty 3401.537669 = -4030093.875286
  nChanged 13
		SP:Iteration 93Q (6204.590000 sec): 3 clusters
  Score: Raw -4033498.270233 + Penalty 3401.537669 = -4030096.732564
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		SP:Iteration 94Q (6204.660000 sec): 3 clusters
  Score: Raw -4033501.375668 + Penalty 3401.537669 = -4030099.837999
  nChanged 13
		SP:Iteration 95Q (6204.720000 sec): 3 clusters
  Score: Raw -4033502.885490 + Penalty 3401.537669 = -4030101.347821
  nChanged 15
		SP:Iteration 96Q (6204.790000 sec): 3 clusters
  Score: Raw -4033505.040132 + Penalty 3401.537669 = -4030103.502463
  nChanged 14
		SP:Iteration 97Q (6204.860000 sec): 3 clusters
  Score: Raw -4033507.080711 + Penalty 3401.537669 = -4030105.543042
  nChanged 11
		SP:Iteration 98Q (6204.930000 sec): 3 clusters
  Score: Raw -4033508.732745 + Penalty 3401.537669 = -4030107.195076
  nChanged 13
		SP:Iteration 99Q (6205.000000 sec): 3 clusters
  Score: Raw -4033510.105641 + Penalty 3401.537669 = -4030108.567972
  nChanged 10
		SP:Iteration 100F (6205.080000 sec): 3 clusters
  Score: Raw -4033511.708566 + Penalty 3401.537669 = -4030110.170897
  nChanged 11
		SP:Iteration 101Q (6205.150000 sec): 3 clusters
  Score: Raw -4033513.190476 + Penalty 3401.537669 = -4030111.652807
  nChanged 9
		SP:Iteration 102Q (6205.220000 sec): 3 clusters
  Score: Raw -4033514.413002 + Penalty 3401.537669 = -4030112.875333
  nChanged 10
		SP:Iteration 103Q (6205.280000 sec): 3 clusters
  Score: Raw -4033515.471125 + Penalty 3401.537669 = -4030113.933456
  nChanged 5
		SP:Iteration 104Q (6205.350000 sec): 3 clusters
  Score: Raw -4033515.875222 + Penalty 3401.537669 = -4030114.337553
  nChanged 3
		SP:Iteration 105Q (6205.420000 sec): 3 clusters
  Score: Raw -4033516.472184 + Penalty 3401.537669 = -4030114.934515
  nChanged 5
		SP:Iteration 106Q (6205.480000 sec): 3 clusters
  Score: Raw -4033517.021953 + Penalty 3401.537669 = -4030115.484284
  nChanged 4
		SP:Iteration 107Q (6205.550000 sec): 3 clusters
  Score: Raw -4033517.495091 + Penalty 3401.537669 = -4030115.957422
  nChanged 6
		SP:Iteration 108Q (6205.620000 sec): 3 clusters
  Score: Raw -4033518.321352 + Penalty 3401.537669 = -4030116.783683
  nChanged 7
		SP:Iteration 109Q (6205.690000 sec): 3 clusters
  Score: Raw -4033519.387271 + Penalty 3401.537669 = -4030117.849602
  nChanged 6
		SP:Iteration 110Q (6205.750000 sec): 3 clusters
  Score: Raw -4033520.126444 + Penalty 3401.537669 = -4030118.588775
  nChanged 9
		SP:Iteration 111Q (6205.820000 sec): 3 clusters
  Score: Raw -4033521.183610 + Penalty 3401.537669 = -4030119.645941
  nChanged 8
		SP:Iteration 112Q (6205.890000 sec): 3 clusters
  Score: Raw -4033522.230722 + Penalty 3401.537669 = -4030120.693053
  nChanged 3
		SP:Iteration 113Q (6205.950000 sec): 3 clusters
  Score: Raw -4033522.462135 + Penalty 3401.537669 = -4030120.924466
  nChanged 4
		SP:Iteration 114Q (6206.020000 sec): 3 clusters
  Score: Raw -4033522.944467 + Penalty 3401.537669 = -4030121.406798
  nChanged 5
		SP:Iteration 115Q (6206.090000 sec): 3 clusters
  Score: Raw -4033523.795454 + Penalty 3401.537669 = -4030122.257785
  nChanged 6
		SP:Iteration 116Q (6206.160000 sec): 3 clusters
  Score: Raw -4033524.668606 + Penalty 3401.537669 = -4030123.130937
  nChanged 8
		SP:Iteration 117Q (6206.220000 sec): 3 clusters
  Score: Raw -4033525.927202 + Penalty 3401.537669 = -4030124.389533
  nChanged 6
		SP:Iteration 118Q (6206.290000 sec): 3 clusters
  Score: Raw -4033527.300507 + Penalty 3401.537669 = -4030125.762838
  nChanged 11
		SP:Iteration 119Q (6206.360000 sec): 3 clusters
  Score: Raw -4033529.697270 + Penalty 3401.537669 = -4030128.159601
  nChanged 12
		SP:Iteration 120F (6206.440000 sec): 3 clusters
  Score: Raw -4033531.860646 + Penalty 3401.537669 = -4030130.322977
  nChanged 14
		SP:Iteration 121Q (6206.510000 sec): 3 clusters
  Score: Raw -4033534.244856 + Penalty 3401.537669 = -4030132.707187
  nChanged 14
		SP:Iteration 122Q (6206.580000 sec): 3 clusters
  Score: Raw -4033537.205949 + Penalty 3401.537669 = -4030135.668280
  nChanged 10
		SP:Iteration 123Q (6206.640000 sec): 3 clusters
  Score: Raw -4033539.288962 + Penalty 3401.537669 = -4030137.751293
  nChanged 10
		SP:Iteration 124Q (6206.710000 sec): 3 clusters
  Score: Raw -4033540.930412 + Penalty 3401.537669 = -4030139.392743
  nChanged 13
		SP:Iteration 125Q (6206.780000 sec): 3 clusters
  Score: Raw -4033543.563313 + Penalty 3401.537669 = -4030142.025644
  nChanged 19
		SP:Iteration 126Q (6206.850000 sec): 3 clusters
  Score: Raw -4033546.588453 + Penalty 3401.537669 = -4030145.050784
  nChanged 10
		SP:Iteration 127Q (6206.910000 sec): 3 clusters
  Score: Raw -4033548.073668 + Penalty 3401.537669 = -4030146.535999
  nChanged 6
		SP:Iteration 128Q (6206.980000 sec): 3 clusters
  Score: Raw -4033550.013939 + Penalty 3401.537669 = -4030148.476270
  nChanged 11
		SP:Iteration 129Q (6207.040000 sec): 3 clusters
  Score: Raw -4033551.853171 + Penalty 3401.537669 = -4030150.315502
  nChanged 7
		SP:Iteration 130Q (6207.110000 sec): 3 clusters
  Score: Raw -4033553.995428 + Penalty 3401.537669 = -4030152.457759
  nChanged 15
		SP:Iteration 131Q (6207.180000 sec): 3 clusters
  Score: Raw -4033557.364514 + Penalty 3401.537669 = -4030155.826845
  nChanged 16
		SP:Iteration 132Q (6207.240000 sec): 3 clusters
  Score: Raw -4033561.379981 + Penalty 3401.537669 = -4030159.842312
  nChanged 16
		SP:Iteration 133Q (6207.310000 sec): 3 clusters
  Score: Raw -4033565.314505 + Penalty 3401.537669 = -4030163.776836
  nChanged 14
		SP:Iteration 134Q (6207.380000 sec): 3 clusters
  Score: Raw -4033568.202593 + Penalty 3401.537669 = -4030166.664924
  nChanged 9
		SP:Iteration 135Q (6207.450000 sec): 3 clusters
  Score: Raw -4033569.897053 + Penalty 3401.537669 = -4030168.359384
  nChanged 12
		SP:Iteration 136Q (6207.520000 sec): 3 clusters
  Score: Raw -4033571.953539 + Penalty 3401.537669 = -4030170.415870
  nChanged 12
		SP:Iteration 137Q (6207.580000 sec): 3 clusters
  Score: Raw -4033574.101102 + Penalty 3401.537669 = -4030172.563433
  nChanged 11
		SP:Iteration 138Q (6207.650000 sec): 3 clusters
  Score: Raw -4033576.534448 + Penalty 3401.537669 = -4030174.996779
  nChanged 11
		SP:Iteration 139Q (6207.720000 sec): 3 clusters
  Score: Raw -4033578.663643 + Penalty 3401.537669 = -4030177.125974
  nChanged 5
		SP:Iteration 140F (6207.810000 sec): 3 clusters
  Score: Raw -4033579.563488 + Penalty 3401.537669 = -4030178.025819
  nChanged 7
		SP:Iteration 141Q (6207.870000 sec): 3 clusters
  Score: Raw -4033581.109062 + Penalty 3401.537669 = -4030179.571393
  nChanged 7
		SP:Iteration 142Q (6207.940000 sec): 3 clusters
  Score: Raw -4033582.388965 + Penalty 3401.537669 = -4030180.851296
  nChanged 9
		SP:Iteration 143Q (6208.000000 sec): 3 clusters
  Score: Raw -4033583.715437 + Penalty 3401.537669 = -4030182.177768
  nChanged 6
		SP:Iteration 144Q (6208.070000 sec): 3 clusters
  Score: Raw -4033584.473654 + Penalty 3401.537669 = -4030182.935985
  nChanged 3
		SP:Iteration 145Q (6208.140000 sec): 3 clusters
  Score: Raw -4033585.072212 + Penalty 3401.537669 = -4030183.534543
  nChanged 4
		SP:Iteration 146Q (6208.200000 sec): 3 clusters
  Score: Raw -4033585.680403 + Penalty 3401.537669 = -4030184.142734
  nChanged 6
		SP:Iteration 147Q (6208.270000 sec): 3 clusters
  Score: Raw -4033586.643468 + Penalty 3401.537669 = -4030185.105799
  nChanged 5
		SP:Iteration 148Q (6208.340000 sec): 3 clusters
  Score: Raw -4033587.646374 + Penalty 3401.537669 = -4030186.108705
  nChanged 2
		SP:Iteration 149Q (6208.400000 sec): 3 clusters
  Score: Raw -4033587.828461 + Penalty 3401.537669 = -4030186.290792
  nChanged 2
		SP:Iteration 150Q (6208.470000 sec): 3 clusters
  Score: Raw -4033588.128754 + Penalty 3401.537669 = -4030186.591085
  nChanged 3
		SP:Iteration 151Q (6208.530000 sec): 3 clusters
  Score: Raw -4033588.399479 + Penalty 3401.537669 = -4030186.861810
  nChanged 1
		SP:Iteration 152Q (6208.600000 sec): 3 clusters
  Score: Raw -4033588.518927 + Penalty 3401.537669 = -4030186.981258
  nChanged 2
		SP:Iteration 153Q (6208.660000 sec): 3 clusters
  Score: Raw -4033588.768023 + Penalty 3401.537669 = -4030187.230354
  nChanged 3
		SP:Iteration 154Q (6208.730000 sec): 3 clusters
  Score: Raw -4033589.248934 + Penalty 3401.537669 = -4030187.711265
  nChanged 1
		SP:Iteration 155Q (6208.800000 sec): 3 clusters
  Score: Raw -4033589.379791 + Penalty 3401.537669 = -4030187.842122
  nChanged 1
		SP:Iteration 156Q (6208.860000 sec): 3 clusters
  Score: Raw -4033589.467975 + Penalty 3401.537669 = -4030187.930306
  nChanged 0
		SP:Iteration 157F (6208.950000 sec): 3 clusters
  Score: Raw -4033589.467975 + Penalty 3401.537669 = -4030187.930306
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 10 (56897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6209.100000 sec): 2 clusters
  Score: Raw -6731370.841217 + Penalty 1779.212158 = -6729591.629059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6209.250000 sec): 3 clusters
  Score: Raw -6695016.373676 + Penalty 3558.424316 = -6691457.949360
  nChanged 26949
		SP:Iteration 1F (6209.400000 sec): 3 clusters
  Score: Raw -6710375.771693 + Penalty 3558.424316 = -6706817.347377
  nChanged 2386
		SP:Iteration 2Q (6209.550000 sec): 3 clusters
  Score: Raw -6711107.733572 + Penalty 3558.424316 = -6707549.309256
  nChanged 2611
		SP:Iteration 3Q (6209.700000 sec): 3 clusters
  Score: Raw -6712084.337334 + Penalty 3558.424316 = -6708525.913018
  nChanged 2963
		SP:Iteration 4F (6209.850000 sec): 3 clusters
  Score: Raw -6713407.798048 + Penalty 3558.424316 = -6709849.373732
  nChanged 3346
		SP:Iteration 5F (6210.000000 sec): 3 clusters
  Score: Raw -6715242.049046 + Penalty 3558.424316 = -6711683.624730
  nChanged 3779
		SP:Iteration 6F (6210.150000 sec): 3 clusters
  Score: Raw -6717650.627373 + Penalty 3558.424316 = -6714092.203057
  nChanged 3876
		SP:Iteration 7F (6210.300000 sec): 3 clusters
  Score: Raw -6720344.909949 + Penalty 3558.424316 = -6716786.485634
  nChanged 3592
		SP:Iteration 8F (6210.440000 sec): 3 clusters
  Score: Raw -6722880.078661 + Penalty 3558.424316 = -6719321.654346
  nChanged 2974
		SP:Iteration 9F (6210.590000 sec): 3 clusters
  Score: Raw -6725027.712842 + Penalty 3558.424316 = -6721469.288527
  nChanged 2524
		SP:Iteration 10Q (6210.740000 sec): 3 clusters
  Score: Raw -6726983.615144 + Penalty 3558.424316 = -6723425.190829
  nChanged 2063
		SP:Iteration 11Q (6210.880000 sec): 3 clusters
  Score: Raw -6728671.010549 + Penalty 3558.424316 = -6725112.586233
  nChanged 1475
		SP:Iteration 12Q (6211.020000 sec): 3 clusters
  Score: Raw -6729860.534009 + Penalty 3558.424316 = -6726302.109693
  nChanged 931
		SP:Iteration 13Q (6211.160000 sec): 3 clusters
  Score: Raw -6730615.444725 + Penalty 3558.424316 = -6727057.020409
  nChanged 564
		SP:Iteration 14Q (6211.280000 sec): 3 clusters
  Score: Raw -6731099.421870 + Penalty 3558.424316 = -6727540.997554
  nChanged 320
		SP:Iteration 15Q (6211.400000 sec): 3 clusters
  Score: Raw -6731394.774372 + Penalty 3558.424316 = -6727836.350057
  nChanged 169
		SP:Iteration 16Q (6211.510000 sec): 3 clusters
  Score: Raw -6731534.928478 + Penalty 3558.424316 = -6727976.504162
  nChanged 105
		SP:Iteration 17Q (6211.620000 sec): 3 clusters
  Score: Raw -6731621.696620 + Penalty 3558.424316 = -6728063.272304
  nChanged 73
		SP:Iteration 18Q (6211.730000 sec): 3 clusters
  Score: Raw -6731678.354340 + Penalty 3558.424316 = -6728119.930025
  nChanged 44
		SP:Iteration 19Q (6211.830000 sec): 3 clusters
  Score: Raw -6731708.805023 + Penalty 3558.424316 = -6728150.380707
  nChanged 29
		SP:Iteration 20F (6211.970000 sec): 3 clusters
  Score: Raw -6731726.406238 + Penalty 3558.424316 = -6728167.981922
  nChanged 23
		SP:Iteration 21Q (6212.070000 sec): 3 clusters
  Score: Raw -6731740.047076 + Penalty 3558.424316 = -6728181.622760
  nChanged 13
		SP:Iteration 22Q (6212.180000 sec): 3 clusters
  Score: Raw -6731746.471566 + Penalty 3558.424316 = -6728188.047250
  nChanged 12
		SP:Iteration 23Q (6212.280000 sec): 3 clusters
  Score: Raw -6731753.463732 + Penalty 3558.424316 = -6728195.039416
  nChanged 6
		SP:Iteration 24Q (6212.380000 sec): 3 clusters
  Score: Raw -6731756.030650 + Penalty 3558.424316 = -6728197.606334
  nChanged 6
		SP:Iteration 25Q (6212.490000 sec): 3 clusters
  Score: Raw -6731760.263388 + Penalty 3558.424316 = -6728201.839072
  nChanged 7
		SP:Iteration 26Q (6212.590000 sec): 3 clusters
  Score: Raw -6731763.198390 + Penalty 3558.424316 = -6728204.774074
  nChanged 4
		SP:Iteration 27Q (6212.700000 sec): 3 clusters
  Score: Raw -6731765.250493 + Penalty 3558.424316 = -6728206.826177
  nChanged 5
		SP:Iteration 28Q (6212.800000 sec): 3 clusters
  Score: Raw -6731767.749755 + Penalty 3558.424316 = -6728209.325440
  nChanged 1
		SP:Iteration 29Q (6212.900000 sec): 3 clusters
  Score: Raw -6731767.905232 + Penalty 3558.424316 = -6728209.480916
  nChanged 1
		SP:Iteration 30Q (6213.000000 sec): 3 clusters
  Score: Raw -6731769.015202 + Penalty 3558.424316 = -6728210.590886
  nChanged 1
		SP:Iteration 31Q (6213.110000 sec): 3 clusters
  Score: Raw -6731769.224489 + Penalty 3558.424316 = -6728210.800173
  nChanged 1
		SP:Iteration 32Q (6213.210000 sec): 3 clusters
  Score: Raw -6731769.366832 + Penalty 3558.424316 = -6728210.942517
  nChanged 0
		SP:Iteration 33F (6213.350000 sec): 3 clusters
  Score: Raw -6731769.366832 + Penalty 3558.424316 = -6728210.942517
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 11 (20088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6213.430000 sec): 2 clusters
  Score: Raw -2352868.345785 + Penalty 1610.030159 = -2351258.315626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6213.480000 sec): 3 clusters
  Score: Raw -2340666.902110 + Penalty 3220.060318 = -2337446.841792
  nChanged 9149
		SP:Iteration 1F (6213.530000 sec): 3 clusters
  Score: Raw -2345701.839000 + Penalty 3220.060318 = -2342481.778683
  nChanged 939
		SP:Iteration 2Q (6213.580000 sec): 3 clusters
  Score: Raw -2346048.970254 + Penalty 3220.060318 = -2342828.909937
  nChanged 960
		SP:Iteration 3Q (6213.630000 sec): 3 clusters
  Score: Raw -2346475.538469 + Penalty 3220.060318 = -2343255.478151
  nChanged 1055
		SP:Iteration 4F (6213.680000 sec): 3 clusters
  Score: Raw -2346961.922843 + Penalty 3220.060318 = -2343741.862525
  nChanged 1075
		SP:Iteration 5F (6213.740000 sec): 3 clusters
  Score: Raw -2347492.613087 + Penalty 3220.060318 = -2344272.552769
  nChanged 1165
		SP:Iteration 6F (6213.790000 sec): 3 clusters
  Score: Raw -2348069.533886 + Penalty 3220.060318 = -2344849.473568
  nChanged 1106
		SP:Iteration 7F (6213.840000 sec): 3 clusters
  Score: Raw -2348661.325104 + Penalty 3220.060318 = -2345441.264787
  nChanged 1095
		SP:Iteration 8F (6213.890000 sec): 3 clusters
  Score: Raw -2349252.799723 + Penalty 3220.060318 = -2346032.739405
  nChanged 985
		SP:Iteration 9Q (6213.940000 sec): 3 clusters
  Score: Raw -2349766.062017 + Penalty 3220.060318 = -2346546.001700
  nChanged 881
		SP:Iteration 10Q (6213.990000 sec): 3 clusters
  Score: Raw -2350234.832012 + Penalty 3220.060318 = -2347014.771694
  nChanged 751
		SP:Iteration 11Q (6214.040000 sec): 3 clusters
  Score: Raw -2350631.956409 + Penalty 3220.060318 = -2347411.896092
  nChanged 703
		SP:Iteration 12Q (6214.090000 sec): 3 clusters
  Score: Raw -2351042.797150 + Penalty 3220.060318 = -2347822.736832
  nChanged 678
		SP:Iteration 13Q (6214.140000 sec): 3 clusters
  Score: Raw -2351485.922277 + Penalty 3220.060318 = -2348265.861959
  nChanged 677
		SP:Iteration 14Q (6214.200000 sec): 3 clusters
  Score: Raw -2351997.105117 + Penalty 3220.060318 = -2348777.044799
  nChanged 584
		SP:Iteration 15Q (6214.240000 sec): 3 clusters
  Score: Raw -2352448.104023 + Penalty 3220.060318 = -2349228.043705
  nChanged 460
		SP:Iteration 16Q (6214.290000 sec): 3 clusters
  Score: Raw -2352832.711086 + Penalty 3220.060318 = -2349612.650768
  nChanged 339
		SP:Iteration 17Q (6214.340000 sec): 3 clusters
  Score: Raw -2353142.281726 + Penalty 3220.060318 = -2349922.221409
  nChanged 272
		SP:Iteration 18Q (6214.380000 sec): 3 clusters
  Score: Raw -2353436.465321 + Penalty 3220.060318 = -2350216.405004
  nChanged 217
		SP:Iteration 19Q (6214.420000 sec): 3 clusters
  Score: Raw -2353708.884376 + Penalty 3220.060318 = -2350488.824059
  nChanged 169
		SP:Iteration 20F (6214.480000 sec): 3 clusters
  Score: Raw -2353965.536466 + Penalty 3220.060318 = -2350745.476148
  nChanged 107
		SP:Iteration 21Q (6214.520000 sec): 3 clusters
  Score: Raw -2354160.529579 + Penalty 3220.060318 = -2350940.469261
  nChanged 80
		SP:Iteration 22Q (6214.550000 sec): 3 clusters
  Score: Raw -2354251.068109 + Penalty 3220.060318 = -2351031.007791
  nChanged 51
		SP:Iteration 23Q (6214.590000 sec): 3 clusters
  Score: Raw -2354280.619112 + Penalty 3220.060318 = -2351060.558794
  nChanged 25
		SP:Iteration 24Q (6214.620000 sec): 3 clusters
  Score: Raw -2354290.450307 + Penalty 3220.060318 = -2351070.389989
  nChanged 8
		SP:Iteration 25Q (6214.660000 sec): 3 clusters
  Score: Raw -2354293.290080 + Penalty 3220.060318 = -2351073.229763
  nChanged 5
		SP:Iteration 26Q (6214.700000 sec): 3 clusters
  Score: Raw -2354295.099567 + Penalty 3220.060318 = -2351075.039249
  nChanged 4
		SP:Iteration 27Q (6214.740000 sec): 3 clusters
  Score: Raw -2354296.242917 + Penalty 3220.060318 = -2351076.182599
  nChanged 2
		SP:Iteration 28Q (6214.770000 sec): 3 clusters
  Score: Raw -2354296.985351 + Penalty 3220.060318 = -2351076.925033
  nChanged 2
		SP:Iteration 29Q (6214.810000 sec): 3 clusters
  Score: Raw -2354297.436598 + Penalty 3220.060318 = -2351077.376280
  nChanged 2
		SP:Iteration 30Q (6214.840000 sec): 3 clusters
  Score: Raw -2354297.769688 + Penalty 3220.060318 = -2351077.709370
  nChanged 0
		SP:Iteration 31F (6214.890000 sec): 3 clusters
  Score: Raw -2354297.769688 + Penalty 3220.060318 = -2351077.709370
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 12 (13478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6214.940000 sec): 2 clusters
  Score: Raw -1540121.109220 + Penalty 1545.182276 = -1538575.926944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6214.970000 sec): 3 clusters
  Score: Raw -1532243.805007 + Penalty 3090.364552 = -1529153.440456
  nChanged 6017
		SP:Iteration 1F (6215.000000 sec): 3 clusters
  Score: Raw -1535732.641800 + Penalty 3090.364552 = -1532642.277248
  nChanged 993
		SP:Iteration 2F (6215.040000 sec): 3 clusters
  Score: Raw -1536356.380422 + Penalty 3090.364552 = -1533266.015870
  nChanged 1016
		SP:Iteration 3F (6215.070000 sec): 3 clusters
  Score: Raw -1537008.585431 + Penalty 3090.364552 = -1533918.220879
  nChanged 970
		SP:Iteration 4F (6215.100000 sec): 3 clusters
  Score: Raw -1537655.701204 + Penalty 3090.364552 = -1534565.336652
  nChanged 930
		SP:Iteration 5F (6215.140000 sec): 3 clusters
  Score: Raw -1538326.841675 + Penalty 3090.364552 = -1535236.477123
  nChanged 812
		SP:Iteration 6F (6215.180000 sec): 3 clusters
  Score: Raw -1538987.521550 + Penalty 3090.364552 = -1535897.156998
  nChanged 724
		SP:Iteration 7F (6215.210000 sec): 3 clusters
  Score: Raw -1539630.384566 + Penalty 3090.364552 = -1536540.020014
  nChanged 553
		SP:Iteration 8Q (6215.240000 sec): 3 clusters
  Score: Raw -1540170.135787 + Penalty 3090.364552 = -1537079.771235
  nChanged 431
		SP:Iteration 9Q (6215.270000 sec): 3 clusters
  Score: Raw -1540511.907110 + Penalty 3090.364552 = -1537421.542558
  nChanged 329
		SP:Iteration 10Q (6215.310000 sec): 3 clusters
  Score: Raw -1540745.007058 + Penalty 3090.364552 = -1537654.642506
  nChanged 229
		SP:Iteration 11Q (6215.340000 sec): 3 clusters
  Score: Raw -1540874.358278 + Penalty 3090.364552 = -1537783.993726
  nChanged 137
		SP:Iteration 12Q (6215.370000 sec): 3 clusters
  Score: Raw -1540935.001776 + Penalty 3090.364552 = -1537844.637224
  nChanged 103
		SP:Iteration 13Q (6215.390000 sec): 3 clusters
  Score: Raw -1540969.440524 + Penalty 3090.364552 = -1537879.075972
  nChanged 72
		SP:Iteration 14Q (6215.430000 sec): 3 clusters
  Score: Raw -1540992.085967 + Penalty 3090.364552 = -1537901.721415
  nChanged 62
		SP:Iteration 15Q (6215.450000 sec): 3 clusters
  Score: Raw -1541008.766277 + Penalty 3090.364552 = -1537918.401726
  nChanged 37
		SP:Iteration 16Q (6215.480000 sec): 3 clusters
  Score: Raw -1541016.139997 + Penalty 3090.364552 = -1537925.775445
  nChanged 39
		SP:Iteration 17Q (6215.510000 sec): 3 clusters
  Score: Raw -1541024.873433 + Penalty 3090.364552 = -1537934.508882
  nChanged 25
		SP:Iteration 18Q (6215.540000 sec): 3 clusters
  Score: Raw -1541030.213830 + Penalty 3090.364552 = -1537939.849278
  nChanged 22
		SP:Iteration 19Q (6215.570000 sec): 3 clusters
  Score: Raw -1541034.380318 + Penalty 3090.364552 = -1537944.015767
  nChanged 20
		SP:Iteration 20F (6215.600000 sec): 3 clusters
  Score: Raw -1541036.899482 + Penalty 3090.364552 = -1537946.534930
  nChanged 6
		SP:Iteration 21Q (6215.630000 sec): 3 clusters
  Score: Raw -1541038.244818 + Penalty 3090.364552 = -1537947.880267
  nChanged 14
		SP:Iteration 22Q (6215.660000 sec): 3 clusters
  Score: Raw -1541040.994978 + Penalty 3090.364552 = -1537950.630427
  nChanged 12
		SP:Iteration 23Q (6215.690000 sec): 3 clusters
  Score: Raw -1541042.768822 + Penalty 3090.364552 = -1537952.404270
  nChanged 13
		SP:Iteration 24Q (6215.720000 sec): 3 clusters
  Score: Raw -1541044.798694 + Penalty 3090.364552 = -1537954.434142
  nChanged 17
		SP:Iteration 25Q (6215.750000 sec): 3 clusters
  Score: Raw -1541047.641940 + Penalty 3090.364552 = -1537957.277389
  nChanged 13
		SP:Iteration 26Q (6215.770000 sec): 3 clusters
  Score: Raw -1541049.899380 + Penalty 3090.364552 = -1537959.534829
  nChanged 18
		SP:Iteration 27Q (6215.810000 sec): 3 clusters
  Score: Raw -1541054.217019 + Penalty 3090.364552 = -1537963.852467
  nChanged 17
		SP:Iteration 28Q (6215.830000 sec): 3 clusters
  Score: Raw -1541057.620990 + Penalty 3090.364552 = -1537967.256439
  nChanged 16
		SP:Iteration 29Q (6215.860000 sec): 3 clusters
  Score: Raw -1541060.708881 + Penalty 3090.364552 = -1537970.344329
  nChanged 18
		SP:Iteration 30Q (6215.890000 sec): 3 clusters
  Score: Raw -1541064.785112 + Penalty 3090.364552 = -1537974.420561
  nChanged 17
		SP:Iteration 31Q (6215.920000 sec): 3 clusters
  Score: Raw -1541067.050697 + Penalty 3090.364552 = -1537976.686145
  nChanged 12
		SP:Iteration 32Q (6215.950000 sec): 3 clusters
  Score: Raw -1541068.899458 + Penalty 3090.364552 = -1537978.534906
  nChanged 10
		SP:Iteration 33Q (6215.980000 sec): 3 clusters
  Score: Raw -1541070.637086 + Penalty 3090.364552 = -1537980.272534
  nChanged 10
		SP:Iteration 34Q (6216.010000 sec): 3 clusters
  Score: Raw -1541072.102310 + Penalty 3090.364552 = -1537981.737758
  nChanged 11
		SP:Iteration 35Q (6216.040000 sec): 3 clusters
  Score: Raw -1541074.019000 + Penalty 3090.364552 = -1537983.654448
  nChanged 10
		SP:Iteration 36Q (6216.070000 sec): 3 clusters
  Score: Raw -1541075.373552 + Penalty 3090.364552 = -1537985.009000
  nChanged 3
		SP:Iteration 37Q (6216.090000 sec): 3 clusters
  Score: Raw -1541075.635404 + Penalty 3090.364552 = -1537985.270852
  nChanged 5
		SP:Iteration 38Q (6216.120000 sec): 3 clusters
  Score: Raw -1541076.133257 + Penalty 3090.364552 = -1537985.768706
  nChanged 3
		SP:Iteration 39Q (6216.150000 sec): 3 clusters
  Score: Raw -1541076.408603 + Penalty 3090.364552 = -1537986.044051
  nChanged 3
		SP:Iteration 40F (6216.180000 sec): 3 clusters
  Score: Raw -1541076.708385 + Penalty 3090.364552 = -1537986.343833
  nChanged 4
		SP:Iteration 41Q (6216.210000 sec): 3 clusters
  Score: Raw -1541077.215247 + Penalty 3090.364552 = -1537986.850695
  nChanged 4
		SP:Iteration 42Q (6216.240000 sec): 3 clusters
  Score: Raw -1541077.463396 + Penalty 3090.364552 = -1537987.098844
  nChanged 1
		SP:Iteration 43Q (6216.270000 sec): 3 clusters
  Score: Raw -1541077.578793 + Penalty 3090.364552 = -1537987.214241
  nChanged 1
		SP:Iteration 44Q (6216.290000 sec): 3 clusters
  Score: Raw -1541077.639719 + Penalty 3090.364552 = -1537987.275167
  nChanged 1
		SP:Iteration 45Q (6216.320000 sec): 3 clusters
  Score: Raw -1541077.690477 + Penalty 3090.364552 = -1537987.325925
  nChanged 1
		SP:Iteration 46Q (6216.350000 sec): 3 clusters
  Score: Raw -1541077.804133 + Penalty 3090.364552 = -1537987.439581
  nChanged 0
		SP:Iteration 47F (6216.380000 sec): 3 clusters
  Score: Raw -1541077.804133 + Penalty 3090.364552 = -1537987.439581
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 13 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6216.400000 sec): 2 clusters
  Score: Raw -251577.404685 + Penalty 1247.502286 = -250329.902399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6216.400000 sec): 3 clusters
  Score: Raw -250637.898112 + Penalty 2495.004572 = -248142.893540
  nChanged 799
		SP:Iteration 1F (6216.410000 sec): 3 clusters
  Score: Raw -251097.135804 + Penalty 2495.004572 = -248602.131232
  nChanged 151
		SP:Iteration 2F (6216.410000 sec): 3 clusters
  Score: Raw -251194.775672 + Penalty 2495.004572 = -248699.771100
  nChanged 96
		SP:Iteration 3Q (6216.420000 sec): 3 clusters
  Score: Raw -251247.131863 + Penalty 2495.004572 = -248752.127290
  nChanged 62
		SP:Iteration 4Q (6216.430000 sec): 3 clusters
  Score: Raw -251278.033149 + Penalty 2495.004572 = -248783.028577
  nChanged 40
		SP:Iteration 5Q (6216.430000 sec): 3 clusters
  Score: Raw -251297.409325 + Penalty 2495.004572 = -248802.404753
  nChanged 32
		SP:Iteration 6Q (6216.430000 sec): 3 clusters
  Score: Raw -251314.022477 + Penalty 2495.004572 = -248819.017905
  nChanged 27
		SP:Iteration 7Q (6216.440000 sec): 3 clusters
  Score: Raw -251327.110463 + Penalty 2495.004572 = -248832.105891
  nChanged 25
		SP:Iteration 8Q (6216.450000 sec): 3 clusters
  Score: Raw -251339.590721 + Penalty 2495.004572 = -248844.586149
  nChanged 18
		SP:Iteration 9Q (6216.450000 sec): 3 clusters
  Score: Raw -251347.980075 + Penalty 2495.004572 = -248852.975502
  nChanged 12
		SP:Iteration 10Q (6216.460000 sec): 3 clusters
  Score: Raw -251352.933444 + Penalty 2495.004572 = -248857.928871
  nChanged 12
		SP:Iteration 11Q (6216.460000 sec): 3 clusters
  Score: Raw -251357.871492 + Penalty 2495.004572 = -248862.866920
  nChanged 11
		SP:Iteration 12Q (6216.470000 sec): 3 clusters
  Score: Raw -251361.286037 + Penalty 2495.004572 = -248866.281465
  nChanged 7
		SP:Iteration 13Q (6216.470000 sec): 3 clusters
  Score: Raw -251363.940795 + Penalty 2495.004572 = -248868.936223
  nChanged 8
		SP:Iteration 14Q (6216.480000 sec): 3 clusters
  Score: Raw -251368.614920 + Penalty 2495.004572 = -248873.610347
  nChanged 10
		SP:Iteration 15Q (6216.480000 sec): 3 clusters
  Score: Raw -251372.251532 + Penalty 2495.004572 = -248877.246959
  nChanged 10
		SP:Iteration 16Q (6216.490000 sec): 3 clusters
  Score: Raw -251375.727626 + Penalty 2495.004572 = -248880.723054
  nChanged 7
		SP:Iteration 17Q (6216.490000 sec): 3 clusters
  Score: Raw -251379.318234 + Penalty 2495.004572 = -248884.313662
  nChanged 6
		SP:Iteration 18Q (6216.500000 sec): 3 clusters
  Score: Raw -251381.127483 + Penalty 2495.004572 = -248886.122910
  nChanged 5
		SP:Iteration 19Q (6216.510000 sec): 3 clusters
  Score: Raw -251382.545363 + Penalty 2495.004572 = -248887.540790
  nChanged 4
		SP:Iteration 20F (6216.510000 sec): 3 clusters
  Score: Raw -251384.285988 + Penalty 2495.004572 = -248889.281416
  nChanged 4
		SP:Iteration 21Q (6216.510000 sec): 3 clusters
  Score: Raw -251386.137899 + Penalty 2495.004572 = -248891.133327
  nChanged 5
		SP:Iteration 22Q (6216.520000 sec): 3 clusters
  Score: Raw -251389.119877 + Penalty 2495.004572 = -248894.115304
  nChanged 3
		SP:Iteration 23Q (6216.530000 sec): 3 clusters
  Score: Raw -251389.585740 + Penalty 2495.004572 = -248894.581168
  nChanged 1
		SP:Iteration 24Q (6216.530000 sec): 3 clusters
  Score: Raw -251389.785934 + Penalty 2495.004572 = -248894.781361
  nChanged 3
		SP:Iteration 25Q (6216.540000 sec): 3 clusters
  Score: Raw -251390.599922 + Penalty 2495.004572 = -248895.595349
  nChanged 1
		SP:Iteration 26Q (6216.540000 sec): 3 clusters
  Score: Raw -251390.816779 + Penalty 2495.004572 = -248895.812207
  nChanged 0
		SP:Iteration 27F (6216.550000 sec): 3 clusters
  Score: Raw -251390.816779 + Penalty 2495.004572 = -248895.812207
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 14 (5470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6216.570000 sec): 2 clusters
  Score: Raw -632353.059870 + Penalty 1398.643008 = -630954.416862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6216.580000 sec): 3 clusters
  Score: Raw -629439.419494 + Penalty 2797.286016 = -626642.133478
  nChanged 2222
		SP:Iteration 1F (6216.590000 sec): 3 clusters
  Score: Raw -630629.774800 + Penalty 2797.286016 = -627832.488784
  nChanged 375
		SP:Iteration 2F (6216.610000 sec): 3 clusters
  Score: Raw -630818.607284 + Penalty 2797.286016 = -628021.321268
  nChanged 277
		SP:Iteration 3F (6216.620000 sec): 3 clusters
  Score: Raw -630950.333822 + Penalty 2797.286016 = -628153.047806
  nChanged 216
		SP:Iteration 4Q (6216.630000 sec): 3 clusters
  Score: Raw -631031.126795 + Penalty 2797.286016 = -628233.840779
  nChanged 159
		SP:Iteration 5Q (6216.650000 sec): 3 clusters
  Score: Raw -631097.440031 + Penalty 2797.286016 = -628300.154015
  nChanged 160
		SP:Iteration 6Q (6216.660000 sec): 3 clusters
  Score: Raw -631171.243421 + Penalty 2797.286016 = -628373.957405
  nChanged 159
		SP:Iteration 7Q (6216.670000 sec): 3 clusters
  Score: Raw -631235.189808 + Penalty 2797.286016 = -628437.903792
  nChanged 152
		SP:Iteration 8Q (6216.690000 sec): 3 clusters
  Score: Raw -631291.999366 + Penalty 2797.286016 = -628494.713350
  nChanged 115
		SP:Iteration 9Q (6216.700000 sec): 3 clusters
  Score: Raw -631332.532793 + Penalty 2797.286016 = -628535.246777
  nChanged 101
		SP:Iteration 10Q (6216.710000 sec): 3 clusters
  Score: Raw -631365.395240 + Penalty 2797.286016 = -628568.109224
  nChanged 84
		SP:Iteration 11Q (6216.730000 sec): 3 clusters
  Score: Raw -631389.827663 + Penalty 2797.286016 = -628592.541647
  nChanged 82
		SP:Iteration 12Q (6216.740000 sec): 3 clusters
  Score: Raw -631412.593850 + Penalty 2797.286016 = -628615.307834
  nChanged 61
		SP:Iteration 13Q (6216.750000 sec): 3 clusters
  Score: Raw -631434.192923 + Penalty 2797.286016 = -628636.906907
  nChanged 63
		SP:Iteration 14Q (6216.770000 sec): 3 clusters
  Score: Raw -631454.430411 + Penalty 2797.286016 = -628657.144395
  nChanged 60
		SP:Iteration 15Q (6216.780000 sec): 3 clusters
  Score: Raw -631472.331160 + Penalty 2797.286016 = -628675.045144
  nChanged 47
		SP:Iteration 16Q (6216.790000 sec): 3 clusters
  Score: Raw -631485.191982 + Penalty 2797.286016 = -628687.905966
  nChanged 48
		SP:Iteration 17Q (6216.810000 sec): 3 clusters
  Score: Raw -631496.269977 + Penalty 2797.286016 = -628698.983961
  nChanged 52
		SP:Iteration 18Q (6216.820000 sec): 3 clusters
  Score: Raw -631506.895700 + Penalty 2797.286016 = -628709.609684
  nChanged 38
		SP:Iteration 19Q (6216.830000 sec): 3 clusters
  Score: Raw -631514.256899 + Penalty 2797.286016 = -628716.970883
  nChanged 28
		SP:Iteration 20F (6216.850000 sec): 3 clusters
  Score: Raw -631522.671050 + Penalty 2797.286016 = -628725.385034
  nChanged 34
		SP:Iteration 21Q (6216.860000 sec): 3 clusters
  Score: Raw -631532.410830 + Penalty 2797.286016 = -628735.124814
  nChanged 42
		SP:Iteration 22Q (6216.870000 sec): 3 clusters
  Score: Raw -631544.438429 + Penalty 2797.286016 = -628747.152413
  nChanged 47
		SP:Iteration 23Q (6216.890000 sec): 3 clusters
  Score: Raw -631556.712314 + Penalty 2797.286016 = -628759.426298
  nChanged 38
		SP:Iteration 24Q (6216.900000 sec): 3 clusters
  Score: Raw -631566.745490 + Penalty 2797.286016 = -628769.459474
  nChanged 38
		SP:Iteration 25Q (6216.910000 sec): 3 clusters
  Score: Raw -631575.006646 + Penalty 2797.286016 = -628777.720630
  nChanged 37
		SP:Iteration 26Q (6216.930000 sec): 3 clusters
  Score: Raw -631583.372338 + Penalty 2797.286016 = -628786.086322
  nChanged 35
		SP:Iteration 27Q (6216.940000 sec): 3 clusters
  Score: Raw -631590.575880 + Penalty 2797.286016 = -628793.289864
  nChanged 21
		SP:Iteration 28Q (6216.950000 sec): 3 clusters
  Score: Raw -631594.016157 + Penalty 2797.286016 = -628796.730141
  nChanged 12
		SP:Iteration 29Q (6216.970000 sec): 3 clusters
  Score: Raw -631597.666429 + Penalty 2797.286016 = -628800.380413
  nChanged 12
		SP:Iteration 30Q (6216.980000 sec): 3 clusters
  Score: Raw -631599.889338 + Penalty 2797.286016 = -628802.603322
  nChanged 8
		SP:Iteration 31Q (6216.990000 sec): 3 clusters
  Score: Raw -631601.131227 + Penalty 2797.286016 = -628803.845211
  nChanged 10
		SP:Iteration 32Q (6217.010000 sec): 3 clusters
  Score: Raw -631603.028063 + Penalty 2797.286016 = -628805.742047
  nChanged 11
		SP:Iteration 33Q (6217.020000 sec): 3 clusters
  Score: Raw -631605.020263 + Penalty 2797.286016 = -628807.734247
  nChanged 14
		SP:Iteration 34Q (6217.030000 sec): 3 clusters
  Score: Raw -631608.526941 + Penalty 2797.286016 = -628811.240925
  nChanged 19
		SP:Iteration 35Q (6217.050000 sec): 3 clusters
  Score: Raw -631613.487601 + Penalty 2797.286016 = -628816.201585
  nChanged 17
		SP:Iteration 36Q (6217.060000 sec): 3 clusters
  Score: Raw -631616.180191 + Penalty 2797.286016 = -628818.894175
  nChanged 14
		SP:Iteration 37Q (6217.070000 sec): 3 clusters
  Score: Raw -631618.871965 + Penalty 2797.286016 = -628821.585949
  nChanged 11
		SP:Iteration 38Q (6217.090000 sec): 3 clusters
  Score: Raw -631621.010245 + Penalty 2797.286016 = -628823.724229
  nChanged 12
		SP:Iteration 39Q (6217.100000 sec): 3 clusters
  Score: Raw -631623.627403 + Penalty 2797.286016 = -628826.341387
  nChanged 16
		SP:Iteration 40F (6217.110000 sec): 3 clusters
  Score: Raw -631626.924792 + Penalty 2797.286016 = -628829.638776
  nChanged 21
		SP:Iteration 41Q (6217.130000 sec): 3 clusters
  Score: Raw -631631.159512 + Penalty 2797.286016 = -628833.873496
  nChanged 22
		SP:Iteration 42Q (6217.140000 sec): 3 clusters
  Score: Raw -631635.663240 + Penalty 2797.286016 = -628838.377224
  nChanged 19
		SP:Iteration 43Q (6217.150000 sec): 3 clusters
  Score: Raw -631640.230599 + Penalty 2797.286016 = -628842.944583
  nChanged 22
		SP:Iteration 44Q (6217.170000 sec): 3 clusters
  Score: Raw -631644.782170 + Penalty 2797.286016 = -628847.496154
  nChanged 18
		SP:Iteration 45Q (6217.180000 sec): 3 clusters
  Score: Raw -631648.189186 + Penalty 2797.286016 = -628850.903170
  nChanged 22
		SP:Iteration 46Q (6217.190000 sec): 3 clusters
  Score: Raw -631652.228113 + Penalty 2797.286016 = -628854.942097
  nChanged 15
		SP:Iteration 47Q (6217.210000 sec): 3 clusters
  Score: Raw -631655.534099 + Penalty 2797.286016 = -628858.248083
  nChanged 14
		SP:Iteration 48Q (6217.220000 sec): 3 clusters
  Score: Raw -631657.462562 + Penalty 2797.286016 = -628860.176546
  nChanged 10
		SP:Iteration 49Q (6217.230000 sec): 3 clusters
  Score: Raw -631658.873586 + Penalty 2797.286016 = -628861.587570
  nChanged 6
		SP:Iteration 50Q (6217.250000 sec): 3 clusters
  Score: Raw -631659.722474 + Penalty 2797.286016 = -628862.436458
  nChanged 4
		SP:Iteration 51Q (6217.260000 sec): 3 clusters
  Score: Raw -631660.474691 + Penalty 2797.286016 = -628863.188675
  nChanged 4
		SP:Iteration 52Q (6217.270000 sec): 3 clusters
  Score: Raw -631660.979104 + Penalty 2797.286016 = -628863.693088
  nChanged 1
		SP:Iteration 53Q (6217.290000 sec): 3 clusters
  Score: Raw -631661.086392 + Penalty 2797.286016 = -628863.800376
  nChanged 0
		SP:Iteration 54F (6217.300000 sec): 3 clusters
  Score: Raw -631661.086392 + Penalty 2797.286016 = -628863.800376
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 15 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.310000 sec): 2 clusters
  Score: Raw -170572.220654 + Penalty 1189.370400 = -169382.850254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.310000 sec): 3 clusters
  Score: Raw -169957.154183 + Penalty 2378.740799 = -167578.413384
  nChanged 515
		SP:Iteration 1F (6217.320000 sec): 3 clusters
  Score: Raw -170303.819407 + Penalty 2378.740799 = -167925.078608
  nChanged 140
		SP:Iteration 2F (6217.320000 sec): 3 clusters
  Score: Raw -170415.757121 + Penalty 2378.740799 = -168037.016322
  nChanged 80
		SP:Iteration 3F (6217.320000 sec): 3 clusters
  Score: Raw -170469.722597 + Penalty 2378.740799 = -168090.981798
  nChanged 46
		SP:Iteration 4Q (6217.330000 sec): 3 clusters
  Score: Raw -170504.321468 + Penalty 2378.740799 = -168125.580669
  nChanged 36
		SP:Iteration 5Q (6217.330000 sec): 3 clusters
  Score: Raw -170524.620360 + Penalty 2378.740799 = -168145.879561
  nChanged 18
		SP:Iteration 6Q (6217.330000 sec): 3 clusters
  Score: Raw -170536.923718 + Penalty 2378.740799 = -168158.182919
  nChanged 15
		SP:Iteration 7Q (6217.340000 sec): 3 clusters
  Score: Raw -170546.303051 + Penalty 2378.740799 = -168167.562252
  nChanged 11
		SP:Iteration 8Q (6217.340000 sec): 3 clusters
  Score: Raw -170553.985159 + Penalty 2378.740799 = -168175.244359
  nChanged 9
		SP:Iteration 9Q (6217.350000 sec): 3 clusters
  Score: Raw -170557.745737 + Penalty 2378.740799 = -168179.004938
  nChanged 5
		SP:Iteration 10Q (6217.350000 sec): 3 clusters
  Score: Raw -170559.761897 + Penalty 2378.740799 = -168181.021098
  nChanged 4
		SP:Iteration 11Q (6217.350000 sec): 3 clusters
  Score: Raw -170562.938843 + Penalty 2378.740799 = -168184.198043
  nChanged 6
		SP:Iteration 12Q (6217.360000 sec): 3 clusters
  Score: Raw -170567.910180 + Penalty 2378.740799 = -168189.169381
  nChanged 6
		SP:Iteration 13Q (6217.360000 sec): 3 clusters
  Score: Raw -170570.066545 + Penalty 2378.740799 = -168191.325746
  nChanged 3
		SP:Iteration 14Q (6217.370000 sec): 3 clusters
  Score: Raw -170572.734737 + Penalty 2378.740799 = -168193.993938
  nChanged 1
		SP:Iteration 15Q (6217.370000 sec): 3 clusters
  Score: Raw -170573.560427 + Penalty 2378.740799 = -168194.819628
  nChanged 3
		SP:Iteration 16Q (6217.370000 sec): 3 clusters
  Score: Raw -170574.129550 + Penalty 2378.740799 = -168195.388751
  nChanged 0
		SP:Iteration 17F (6217.370000 sec): 3 clusters
  Score: Raw -170574.129550 + Penalty 2378.740799 = -168195.388751
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 16 (5348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.390000 sec): 2 clusters
  Score: Raw -603604.466274 + Penalty 1394.977665 = -602209.488609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.410000 sec): 3 clusters
  Score: Raw -600752.926103 + Penalty 2789.955330 = -597962.970773
  nChanged 2170
		SP:Iteration 1F (6217.420000 sec): 3 clusters
  Score: Raw -601975.231025 + Penalty 2789.955330 = -599185.275695
  nChanged 405
		SP:Iteration 2F (6217.430000 sec): 3 clusters
  Score: Raw -602205.896277 + Penalty 2789.955330 = -599415.940947
  nChanged 307
		SP:Iteration 3F (6217.450000 sec): 3 clusters
  Score: Raw -602379.126805 + Penalty 2789.955330 = -599589.171476
  nChanged 230
		SP:Iteration 4Q (6217.460000 sec): 3 clusters
  Score: Raw -602519.501515 + Penalty 2789.955330 = -599729.546185
  nChanged 219
		SP:Iteration 5Q (6217.470000 sec): 3 clusters
  Score: Raw -602683.014747 + Penalty 2789.955330 = -599893.059418
  nChanged 238
		SP:Iteration 6Q (6217.490000 sec): 3 clusters
  Score: Raw -602835.458851 + Penalty 2789.955330 = -600045.503521
  nChanged 230
		SP:Iteration 7Q (6217.500000 sec): 3 clusters
  Score: Raw -602968.781556 + Penalty 2789.955330 = -600178.826227
  nChanged 201
		SP:Iteration 8Q (6217.510000 sec): 3 clusters
  Score: Raw -603097.552623 + Penalty 2789.955330 = -600307.597293
  nChanged 207
		SP:Iteration 9Q (6217.530000 sec): 3 clusters
  Score: Raw -603252.903326 + Penalty 2789.955330 = -600462.947996
  nChanged 221
		SP:Iteration 10Q (6217.540000 sec): 3 clusters
  Score: Raw -603458.786984 + Penalty 2789.955330 = -600668.831654
  nChanged 251
		SP:Iteration 11Q (6217.550000 sec): 3 clusters
  Score: Raw -603752.264464 + Penalty 2789.955330 = -600962.309134
  nChanged 269
		SP:Iteration 12F (6217.570000 sec): 3 clusters
  Score: Raw -604151.683365 + Penalty 2789.955330 = -601361.728035
  nChanged 271
		SP:Iteration 13F (6217.580000 sec): 3 clusters
  Score: Raw -604550.175795 + Penalty 2789.955330 = -601760.220465
  nChanged 203
		SP:Iteration 14Q (6217.590000 sec): 3 clusters
  Score: Raw -604806.478745 + Penalty 2789.955330 = -602016.523415
  nChanged 132
		SP:Iteration 15Q (6217.600000 sec): 3 clusters
  Score: Raw -604928.959014 + Penalty 2789.955330 = -602139.003684
  nChanged 74
		SP:Iteration 16Q (6217.610000 sec): 3 clusters
  Score: Raw -604966.974780 + Penalty 2789.955330 = -602177.019450
  nChanged 27
		SP:Iteration 17Q (6217.630000 sec): 3 clusters
  Score: Raw -604976.685070 + Penalty 2789.955330 = -602186.729740
  nChanged 14
		SP:Iteration 18Q (6217.630000 sec): 3 clusters
  Score: Raw -604980.816181 + Penalty 2789.955330 = -602190.860851
  nChanged 6
		SP:Iteration 19Q (6217.650000 sec): 3 clusters
  Score: Raw -604981.805777 + Penalty 2789.955330 = -602191.850447
  nChanged 2
		SP:Iteration 20F (6217.660000 sec): 3 clusters
  Score: Raw -604982.176484 + Penalty 2789.955330 = -602192.221154
  nChanged 1
		SP:Iteration 21Q (6217.670000 sec): 3 clusters
  Score: Raw -604982.392069 + Penalty 2789.955330 = -602192.436739
  nChanged 0
		SP:Iteration 22F (6217.680000 sec): 3 clusters
  Score: Raw -604982.392069 + Penalty 2789.955330 = -602192.436739
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 17 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.690000 sec): 2 clusters
  Score: Raw -47000.967749 + Penalty 983.464490 = -46017.503259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.690000 sec): 3 clusters
  Score: Raw -47002.159900 + Penalty 1966.928980 = -45035.230920
  nChanged 83
		SP:Iteration 1F (6217.690000 sec): 3 clusters
  Score: Raw -47148.303667 + Penalty 1966.928980 = -45181.374687
  nChanged 25
		SP:Iteration 2F (6217.690000 sec): 3 clusters
  Score: Raw -47193.395894 + Penalty 1966.928980 = -45226.466914
  nChanged 5
		SP:Iteration 3Q (6217.690000 sec): 3 clusters
  Score: Raw -47197.853443 + Penalty 1966.928980 = -45230.924463
  nChanged 1
		SP:Iteration 4Q (6217.700000 sec): 3 clusters
  Score: Raw -47199.946279 + Penalty 1966.928980 = -45233.017299
  nChanged 0
		SP:Iteration 5F (6217.700000 sec): 3 clusters
  Score: Raw -47199.946279 + Penalty 1966.928980 = -45233.017299
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 18 (18855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6217.760000 sec): 2 clusters
  Score: Raw -2194273.045412 + Penalty 1599.736679 = -2192673.308732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6217.810000 sec): 3 clusters
  Score: Raw -2183000.725191 + Penalty 3199.473358 = -2179801.251833
  nChanged 8452
		SP:Iteration 1F (6217.850000 sec): 3 clusters
  Score: Raw -2187695.735075 + Penalty 3199.473358 = -2184496.261717
  nChanged 979
		SP:Iteration 2F (6217.900000 sec): 3 clusters
  Score: Raw -2188102.601581 + Penalty 3199.473358 = -2184903.128223
  nChanged 978
		SP:Iteration 3F (6217.950000 sec): 3 clusters
  Score: Raw -2188515.219749 + Penalty 3199.473358 = -2185315.746391
  nChanged 919
		SP:Iteration 4Q (6218.000000 sec): 3 clusters
  Score: Raw -2188922.336268 + Penalty 3199.473358 = -2185722.862910
  nChanged 936
		SP:Iteration 5Q (6218.050000 sec): 3 clusters
  Score: Raw -2189350.885487 + Penalty 3199.473358 = -2186151.412129
  nChanged 957
		SP:Iteration 6F (6218.090000 sec): 3 clusters
  Score: Raw -2189835.255976 + Penalty 3199.473358 = -2186635.782618
  nChanged 964
		SP:Iteration 7F (6218.140000 sec): 3 clusters
  Score: Raw -2190293.377154 + Penalty 3199.473358 = -2187093.903796
  nChanged 873
		SP:Iteration 8Q (6218.190000 sec): 3 clusters
  Score: Raw -2190705.779883 + Penalty 3199.473358 = -2187506.306525
  nChanged 763
		SP:Iteration 9Q (6218.240000 sec): 3 clusters
  Score: Raw -2191067.925083 + Penalty 3199.473358 = -2187868.451725
  nChanged 668
		SP:Iteration 10Q (6218.290000 sec): 3 clusters
  Score: Raw -2191414.646237 + Penalty 3199.473358 = -2188215.172879
  nChanged 642
		SP:Iteration 11Q (6218.340000 sec): 3 clusters
  Score: Raw -2191761.452393 + Penalty 3199.473358 = -2188561.979035
  nChanged 593
		SP:Iteration 12Q (6218.380000 sec): 3 clusters
  Score: Raw -2192128.207722 + Penalty 3199.473358 = -2188928.734364
  nChanged 585
		SP:Iteration 13Q (6218.430000 sec): 3 clusters
  Score: Raw -2192512.464417 + Penalty 3199.473358 = -2189312.991059
  nChanged 502
		SP:Iteration 14Q (6218.480000 sec): 3 clusters
  Score: Raw -2192844.153104 + Penalty 3199.473358 = -2189644.679746
  nChanged 412
		SP:Iteration 15Q (6218.520000 sec): 3 clusters
  Score: Raw -2193134.320250 + Penalty 3199.473358 = -2189934.846892
  nChanged 370
		SP:Iteration 16Q (6218.570000 sec): 3 clusters
  Score: Raw -2193393.686068 + Penalty 3199.473358 = -2190194.212710
  nChanged 290
		SP:Iteration 17Q (6218.610000 sec): 3 clusters
  Score: Raw -2193597.125802 + Penalty 3199.473358 = -2190397.652444
  nChanged 240
		SP:Iteration 18Q (6218.650000 sec): 3 clusters
  Score: Raw -2193788.355023 + Penalty 3199.473358 = -2190588.881664
  nChanged 212
		SP:Iteration 19Q (6218.690000 sec): 3 clusters
  Score: Raw -2193971.967082 + Penalty 3199.473358 = -2190772.493724
  nChanged 163
		SP:Iteration 20F (6218.730000 sec): 3 clusters
  Score: Raw -2194122.907552 + Penalty 3199.473358 = -2190923.434194
  nChanged 144
		SP:Iteration 21Q (6218.770000 sec): 3 clusters
  Score: Raw -2194253.781673 + Penalty 3199.473358 = -2191054.308314
  nChanged 111
		SP:Iteration 22Q (6218.810000 sec): 3 clusters
  Score: Raw -2194342.016498 + Penalty 3199.473358 = -2191142.543140
  nChanged 95
		SP:Iteration 23Q (6218.840000 sec): 3 clusters
  Score: Raw -2194397.683107 + Penalty 3199.473358 = -2191198.209749
  nChanged 63
		SP:Iteration 24Q (6218.870000 sec): 3 clusters
  Score: Raw -2194441.342508 + Penalty 3199.473358 = -2191241.869150
  nChanged 56
		SP:Iteration 25Q (6218.910000 sec): 3 clusters
  Score: Raw -2194475.656952 + Penalty 3199.473358 = -2191276.183594
  nChanged 44
		SP:Iteration 26Q (6218.940000 sec): 3 clusters
  Score: Raw -2194502.569712 + Penalty 3199.473358 = -2191303.096354
  nChanged 47
		SP:Iteration 27Q (6218.980000 sec): 3 clusters
  Score: Raw -2194527.918227 + Penalty 3199.473358 = -2191328.444869
  nChanged 33
		SP:Iteration 28Q (6219.010000 sec): 3 clusters
  Score: Raw -2194546.606408 + Penalty 3199.473358 = -2191347.133050
  nChanged 30
		SP:Iteration 29Q (6219.050000 sec): 3 clusters
  Score: Raw -2194563.958469 + Penalty 3199.473358 = -2191364.485111
  nChanged 22
		SP:Iteration 30Q (6219.080000 sec): 3 clusters
  Score: Raw -2194579.403311 + Penalty 3199.473358 = -2191379.929952
  nChanged 23
		SP:Iteration 31Q (6219.110000 sec): 3 clusters
  Score: Raw -2194589.454899 + Penalty 3199.473358 = -2191389.981541
  nChanged 12
		SP:Iteration 32Q (6219.150000 sec): 3 clusters
  Score: Raw -2194595.215332 + Penalty 3199.473358 = -2191395.741974
  nChanged 17
		SP:Iteration 33Q (6219.180000 sec): 3 clusters
  Score: Raw -2194604.793847 + Penalty 3199.473358 = -2191405.320489
  nChanged 11
		SP:Iteration 34Q (6219.210000 sec): 3 clusters
  Score: Raw -2194610.136103 + Penalty 3199.473358 = -2191410.662745
  nChanged 12
		SP:Iteration 35Q (6219.250000 sec): 3 clusters
  Score: Raw -2194616.507611 + Penalty 3199.473358 = -2191417.034253
  nChanged 7
		SP:Iteration 36Q (6219.280000 sec): 3 clusters
  Score: Raw -2194620.840917 + Penalty 3199.473358 = -2191421.367559
  nChanged 5
		SP:Iteration 37Q (6219.310000 sec): 3 clusters
  Score: Raw -2194623.974711 + Penalty 3199.473358 = -2191424.501353
  nChanged 3
		SP:Iteration 38Q (6219.350000 sec): 3 clusters
  Score: Raw -2194625.571496 + Penalty 3199.473358 = -2191426.098137
  nChanged 8
		SP:Iteration 39Q (6219.380000 sec): 3 clusters
  Score: Raw -2194628.851345 + Penalty 3199.473358 = -2191429.377987
  nChanged 6
		SP:Iteration 40F (6219.430000 sec): 3 clusters
  Score: Raw -2194631.498117 + Penalty 3199.473358 = -2191432.024759
  nChanged 5
		SP:Iteration 41Q (6219.470000 sec): 3 clusters
  Score: Raw -2194633.403481 + Penalty 3199.473358 = -2191433.930123
  nChanged 2
		SP:Iteration 42Q (6219.500000 sec): 3 clusters
  Score: Raw -2194634.062144 + Penalty 3199.473358 = -2191434.588785
  nChanged 0
		SP:Iteration 43F (6219.550000 sec): 3 clusters
  Score: Raw -2194634.062144 + Penalty 3199.473358 = -2191434.588785
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 19 (6752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6219.570000 sec): 2 clusters
  Score: Raw -774566.278434 + Penalty 1432.859031 = -773133.419403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6219.590000 sec): 3 clusters
  Score: Raw -770914.284146 + Penalty 2865.718062 = -768048.566085
  nChanged 2801
		SP:Iteration 1F (6219.610000 sec): 3 clusters
  Score: Raw -772453.625535 + Penalty 2865.718062 = -769587.907473
  nChanged 462
		SP:Iteration 2F (6219.620000 sec): 3 clusters
  Score: Raw -772660.026972 + Penalty 2865.718062 = -769794.308911
  nChanged 326
		SP:Iteration 3Q (6219.640000 sec): 3 clusters
  Score: Raw -772785.596277 + Penalty 2865.718062 = -769919.878215
  nChanged 253
		SP:Iteration 4Q (6219.660000 sec): 3 clusters
  Score: Raw -772887.357298 + Penalty 2865.718062 = -770021.639236
  nChanged 243
		SP:Iteration 5Q (6219.670000 sec): 3 clusters
  Score: Raw -772985.115281 + Penalty 2865.718062 = -770119.397219
  nChanged 233
		SP:Iteration 6Q (6219.690000 sec): 3 clusters
  Score: Raw -773096.308779 + Penalty 2865.718062 = -770230.590717
  nChanged 259
		SP:Iteration 7Q (6219.710000 sec): 3 clusters
  Score: Raw -773223.624071 + Penalty 2865.718062 = -770357.906009
  nChanged 256
		SP:Iteration 8Q (6219.730000 sec): 3 clusters
  Score: Raw -773359.539388 + Penalty 2865.718062 = -770493.821327
  nChanged 247
		SP:Iteration 9Q (6219.740000 sec): 3 clusters
  Score: Raw -773498.591621 + Penalty 2865.718062 = -770632.873559
  nChanged 253
		SP:Iteration 10Q (6219.760000 sec): 3 clusters
  Score: Raw -773656.736367 + Penalty 2865.718062 = -770791.018305
  nChanged 294
		SP:Iteration 11Q (6219.770000 sec): 3 clusters
  Score: Raw -773859.384906 + Penalty 2865.718062 = -770993.666844
  nChanged 242
		SP:Iteration 12Q (6219.790000 sec): 3 clusters
  Score: Raw -774031.294756 + Penalty 2865.718062 = -771165.576694
  nChanged 208
		SP:Iteration 13Q (6219.810000 sec): 3 clusters
  Score: Raw -774176.036416 + Penalty 2865.718062 = -771310.318354
  nChanged 171
		SP:Iteration 14Q (6219.830000 sec): 3 clusters
  Score: Raw -774295.853545 + Penalty 2865.718062 = -771430.135483
  nChanged 162
		SP:Iteration 15Q (6219.840000 sec): 3 clusters
  Score: Raw -774413.113940 + Penalty 2865.718062 = -771547.395879
  nChanged 108
		SP:Iteration 16Q (6219.860000 sec): 3 clusters
  Score: Raw -774498.255569 + Penalty 2865.718062 = -771632.537508
  nChanged 81
		SP:Iteration 17Q (6219.870000 sec): 3 clusters
  Score: Raw -774566.924280 + Penalty 2865.718062 = -771701.206219
  nChanged 59
		SP:Iteration 18Q (6219.890000 sec): 3 clusters
  Score: Raw -774620.696308 + Penalty 2865.718062 = -771754.978246
  nChanged 42
		SP:Iteration 19Q (6219.900000 sec): 3 clusters
  Score: Raw -774663.041860 + Penalty 2865.718062 = -771797.323798
  nChanged 32
		SP:Iteration 20F (6219.920000 sec): 3 clusters
  Score: Raw -774690.825004 + Penalty 2865.718062 = -771825.106942
  nChanged 19
		SP:Iteration 21Q (6219.930000 sec): 3 clusters
  Score: Raw -774706.828135 + Penalty 2865.718062 = -771841.110073
  nChanged 7
		SP:Iteration 22Q (6219.950000 sec): 3 clusters
  Score: Raw -774712.787681 + Penalty 2865.718062 = -771847.069619
  nChanged 7
		SP:Iteration 23Q (6219.960000 sec): 3 clusters
  Score: Raw -774719.318188 + Penalty 2865.718062 = -771853.600127
  nChanged 8
		SP:Iteration 24Q (6219.970000 sec): 3 clusters
  Score: Raw -774726.653005 + Penalty 2865.718062 = -771860.934944
  nChanged 6
		SP:Iteration 25Q (6219.990000 sec): 3 clusters
  Score: Raw -774732.442550 + Penalty 2865.718062 = -771866.724488
  nChanged 8
		SP:Iteration 26Q (6220.000000 sec): 3 clusters
  Score: Raw -774739.101375 + Penalty 2865.718062 = -771873.383314
  nChanged 7
		SP:Iteration 27Q (6220.020000 sec): 3 clusters
  Score: Raw -774745.561625 + Penalty 2865.718062 = -771879.843563
  nChanged 8
		SP:Iteration 28Q (6220.030000 sec): 3 clusters
  Score: Raw -774753.396216 + Penalty 2865.718062 = -771887.678154
  nChanged 7
		SP:Iteration 29Q (6220.040000 sec): 3 clusters
  Score: Raw -774762.153292 + Penalty 2865.718062 = -771896.435230
  nChanged 9
		SP:Iteration 30Q (6220.060000 sec): 3 clusters
  Score: Raw -774771.542430 + Penalty 2865.718062 = -771905.824369
  nChanged 7
		SP:Iteration 31Q (6220.070000 sec): 3 clusters
  Score: Raw -774780.113423 + Penalty 2865.718062 = -771914.395361
  nChanged 5
		SP:Iteration 32Q (6220.080000 sec): 3 clusters
  Score: Raw -774784.093721 + Penalty 2865.718062 = -771918.375660
  nChanged 0
		SP:Iteration 33F (6220.100000 sec): 3 clusters
  Score: Raw -774784.093721 + Penalty 2865.718062 = -771918.375660
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 20 (502053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6221.500000 sec): 2 clusters
  Score: Raw -58675375.101905 + Penalty 2133.049908 = -58673242.051997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6222.820000 sec): 3 clusters
  Score: Raw -58337790.105787 + Penalty 4266.099816 = -58333524.005971
  nChanged 246177
		SP:Iteration 1F (6224.140000 sec): 3 clusters
  Score: Raw -58486415.795424 + Penalty 4266.099816 = -58482149.695608
  nChanged 13764
		SP:Iteration 2Q (6225.490000 sec): 3 clusters
  Score: Raw -58489721.196810 + Penalty 4266.099816 = -58485455.096995
  nChanged 17325
		SP:Iteration 3Q (6226.840000 sec): 3 clusters
  Score: Raw -58495408.658303 + Penalty 4266.099816 = -58491142.558488
  nChanged 23044
		SP:Iteration 4Q (6228.180000 sec): 3 clusters
  Score: Raw -58505683.026145 + Penalty 4266.099816 = -58501416.926330
  nChanged 30830
		SP:Iteration 5F (6229.510000 sec): 3 clusters
  Score: Raw -58524189.375829 + Penalty 4266.099816 = -58519923.276014
  nChanged 38873
		SP:Iteration 6F (6230.820000 sec): 3 clusters
  Score: Raw -58554099.372741 + Penalty 4266.099816 = -58549833.272925
  nChanged 43173
		SP:Iteration 7F (6232.130000 sec): 3 clusters
  Score: Raw -58593422.133549 + Penalty 4266.099816 = -58589156.033734
  nChanged 38260
		SP:Iteration 8F (6233.430000 sec): 3 clusters
  Score: Raw -58630739.486547 + Penalty 4266.099816 = -58626473.386732
  nChanged 25559
		SP:Iteration 9F (6234.720000 sec): 3 clusters
  Score: Raw -58655594.120852 + Penalty 4266.099816 = -58651328.021037
  nChanged 13022
		SP:Iteration 10Q (6235.840000 sec): 3 clusters
  Score: Raw -58667729.614475 + Penalty 4266.099816 = -58663463.514660
  nChanged 5547
		SP:Iteration 11Q (6236.850000 sec): 3 clusters
  Score: Raw -58672821.401479 + Penalty 4266.099816 = -58668555.301663
  nChanged 2013
		SP:Iteration 12Q (6237.800000 sec): 3 clusters
  Score: Raw -58674870.399347 + Penalty 4266.099816 = -58670604.299531
  nChanged 800
		SP:Iteration 13Q (6238.720000 sec): 3 clusters
  Score: Raw -58675748.757779 + Penalty 4266.099816 = -58671482.657964
  nChanged 477
		SP:Iteration 14Q (6239.630000 sec): 3 clusters
  Score: Raw -58676134.061063 + Penalty 4266.099816 = -58671867.961248
  nChanged 356
		SP:Iteration 15Q (6240.530000 sec): 3 clusters
  Score: Raw -58676344.284239 + Penalty 4266.099816 = -58672078.184423
  nChanged 270
		SP:Iteration 16Q (6241.430000 sec): 3 clusters
  Score: Raw -58676463.172318 + Penalty 4266.099816 = -58672197.072503
  nChanged 202
		SP:Iteration 17Q (6242.340000 sec): 3 clusters
  Score: Raw -58676543.940543 + Penalty 4266.099816 = -58672277.840727
  nChanged 167
		SP:Iteration 18Q (6243.240000 sec): 3 clusters
  Score: Raw -58676614.701420 + Penalty 4266.099816 = -58672348.601605
  nChanged 157
		SP:Iteration 19Q (6244.130000 sec): 3 clusters
  Score: Raw -58676670.271343 + Penalty 4266.099816 = -58672404.171527
  nChanged 126
		SP:Iteration 20F (6245.420000 sec): 3 clusters
  Score: Raw -58676711.238730 + Penalty 4266.099816 = -58672445.138914
  nChanged 104
		SP:Iteration 21Q (6246.330000 sec): 3 clusters
  Score: Raw -58676742.140634 + Penalty 4266.099816 = -58672476.040818
  nChanged 105
		SP:Iteration 22Q (6247.240000 sec): 3 clusters
  Score: Raw -58676776.127070 + Penalty 4266.099816 = -58672510.027254
  nChanged 104
		SP:Iteration 23Q (6248.130000 sec): 3 clusters
  Score: Raw -58676804.901952 + Penalty 4266.099816 = -58672538.802136
  nChanged 88
		SP:Iteration 24Q (6249.040000 sec): 3 clusters
  Score: Raw -58676824.186052 + Penalty 4266.099816 = -58672558.086236
  nChanged 69
		SP:Iteration 25Q (6249.940000 sec): 3 clusters
  Score: Raw -58676838.100326 + Penalty 4266.099816 = -58672572.000510
  nChanged 54
		SP:Iteration 26Q (6250.840000 sec): 3 clusters
  Score: Raw -58676847.855205 + Penalty 4266.099816 = -58672581.755390
  nChanged 46
		SP:Iteration 27Q (6251.750000 sec): 3 clusters
  Score: Raw -58676856.113103 + Penalty 4266.099816 = -58672590.013287
  nChanged 54
		SP:Iteration 28Q (6252.650000 sec): 3 clusters
  Score: Raw -58676867.028419 + Penalty 4266.099816 = -58672600.928604
  nChanged 50
		SP:Iteration 29Q (6253.590000 sec): 3 clusters
  Score: Raw -58676876.790039 + Penalty 4266.099816 = -58672610.690224
  nChanged 53
		SP:Iteration 30Q (6254.520000 sec): 3 clusters
  Score: Raw -58676885.817582 + Penalty 4266.099816 = -58672619.717766
  nChanged 51
		SP:Iteration 31Q (6255.430000 sec): 3 clusters
  Score: Raw -58676893.992304 + Penalty 4266.099816 = -58672627.892489
  nChanged 38
		SP:Iteration 32Q (6256.330000 sec): 3 clusters
  Score: Raw -58676900.144734 + Penalty 4266.099816 = -58672634.044918
  nChanged 31
		SP:Iteration 33Q (6257.220000 sec): 3 clusters
  Score: Raw -58676904.766049 + Penalty 4266.099816 = -58672638.666234
  nChanged 20
		SP:Iteration 34Q (6258.110000 sec): 3 clusters
  Score: Raw -58676906.954790 + Penalty 4266.099816 = -58672640.854974
  nChanged 12
		SP:Iteration 35Q (6259.010000 sec): 3 clusters
  Score: Raw -58676908.186596 + Penalty 4266.099816 = -58672642.086781
  nChanged 9
		SP:Iteration 36Q (6259.910000 sec): 3 clusters
  Score: Raw -58676909.091480 + Penalty 4266.099816 = -58672642.991665
  nChanged 7
		SP:Iteration 37Q (6260.830000 sec): 3 clusters
  Score: Raw -58676909.868098 + Penalty 4266.099816 = -58672643.768283
  nChanged 8
		SP:Iteration 38Q (6261.730000 sec): 3 clusters
  Score: Raw -58676910.728051 + Penalty 4266.099816 = -58672644.628236
  nChanged 7
		SP:Iteration 39Q (6262.630000 sec): 3 clusters
  Score: Raw -58676911.466033 + Penalty 4266.099816 = -58672645.366218
  nChanged 9
		SP:Iteration 40F (6263.910000 sec): 3 clusters
  Score: Raw -58676912.237252 + Penalty 4266.099816 = -58672646.137437
  nChanged 4
		SP:Iteration 41Q (6264.800000 sec): 3 clusters
  Score: Raw -58676912.513365 + Penalty 4266.099816 = -58672646.413550
  nChanged 2
		SP:Iteration 42Q (6265.710000 sec): 3 clusters
  Score: Raw -58676912.644217 + Penalty 4266.099816 = -58672646.544401
  nChanged 5
		SP:Iteration 43Q (6266.600000 sec): 3 clusters
  Score: Raw -58676913.151691 + Penalty 4266.099816 = -58672647.051875
  nChanged 2
		SP:Iteration 44Q (6267.500000 sec): 3 clusters
  Score: Raw -58676913.352135 + Penalty 4266.099816 = -58672647.252319
  nChanged 1
		SP:Iteration 45Q (6268.390000 sec): 3 clusters
  Score: Raw -58676913.438510 + Penalty 4266.099816 = -58672647.338694
  nChanged 2
		SP:Iteration 46Q (6269.300000 sec): 3 clusters
  Score: Raw -58676913.537427 + Penalty 4266.099816 = -58672647.437612
  nChanged 0
		SP:Iteration 47F (6270.570000 sec): 3 clusters
  Score: Raw -58676913.537427 + Penalty 4266.099816 = -58672647.437612
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 21 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6270.810000 sec): 2 clusters
  Score: Raw -172071.361849 + Penalty 1196.635944 = -170874.725905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6270.810000 sec): 3 clusters
  Score: Raw -171438.781053 + Penalty 2393.271888 = -169045.509165
  nChanged 531
		SP:Iteration 1F (6270.820000 sec): 3 clusters
  Score: Raw -171810.359135 + Penalty 2393.271888 = -169417.087247
  nChanged 125
		SP:Iteration 2F (6270.820000 sec): 3 clusters
  Score: Raw -171938.308653 + Penalty 2393.271888 = -169545.036765
  nChanged 88
		SP:Iteration 3F (6270.830000 sec): 3 clusters
  Score: Raw -172044.141846 + Penalty 2393.271888 = -169650.869958
  nChanged 83
		SP:Iteration 4F (6270.830000 sec): 3 clusters
  Score: Raw -172129.390436 + Penalty 2393.271888 = -169736.118548
  nChanged 66
		SP:Iteration 5Q (6270.830000 sec): 3 clusters
  Score: Raw -172197.993935 + Penalty 2393.271888 = -169804.722047
  nChanged 59
		SP:Iteration 6Q (6270.840000 sec): 3 clusters
  Score: Raw -172276.505131 + Penalty 2393.271888 = -169883.233243
  nChanged 55
		SP:Iteration 7Q (6270.840000 sec): 3 clusters
  Score: Raw -172372.320724 + Penalty 2393.271888 = -169979.048836
  nChanged 65
		SP:Iteration 8Q (6270.850000 sec): 3 clusters
  Score: Raw -172481.775518 + Penalty 2393.271888 = -170088.503630
  nChanged 64
		SP:Iteration 9Q (6270.850000 sec): 3 clusters
  Score: Raw -172614.902299 + Penalty 2393.271888 = -170221.630411
  nChanged 61
		SP:Iteration 10Q (6270.850000 sec): 3 clusters
  Score: Raw -172707.411530 + Penalty 2393.271888 = -170314.139642
  nChanged 39
		SP:Iteration 11Q (6270.860000 sec): 3 clusters
  Score: Raw -172743.124474 + Penalty 2393.271888 = -170349.852586
  nChanged 25
		SP:Iteration 12Q (6270.860000 sec): 3 clusters
  Score: Raw -172762.613435 + Penalty 2393.271888 = -170369.341547
  nChanged 15
		SP:Iteration 13Q (6270.860000 sec): 3 clusters
  Score: Raw -172774.042961 + Penalty 2393.271888 = -170380.771073
  nChanged 7
		SP:Iteration 14Q (6270.870000 sec): 3 clusters
  Score: Raw -172779.275736 + Penalty 2393.271888 = -170386.003848
  nChanged 6
		SP:Iteration 15Q (6270.870000 sec): 3 clusters
  Score: Raw -172783.847940 + Penalty 2393.271888 = -170390.576052
  nChanged 5
		SP:Iteration 16Q (6270.870000 sec): 3 clusters
  Score: Raw -172787.177342 + Penalty 2393.271888 = -170393.905454
  nChanged 0
		SP:Iteration 17F (6270.880000 sec): 3 clusters
  Score: Raw -172787.177342 + Penalty 2393.271888 = -170393.905454
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 22 (3836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6270.890000 sec): 2 clusters
  Score: Raw -411901.675052 + Penalty 1340.980133 = -410560.694919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6270.900000 sec): 3 clusters
  Score: Raw -409970.612293 + Penalty 2681.960267 = -407288.652026
  nChanged 1569
		SP:Iteration 1F (6270.910000 sec): 3 clusters
  Score: Raw -410906.506289 + Penalty 2681.960267 = -408224.546023
  nChanged 340
		SP:Iteration 2F (6270.920000 sec): 3 clusters
  Score: Raw -411157.660871 + Penalty 2681.960267 = -408475.700605
  nChanged 255
		SP:Iteration 3F (6270.930000 sec): 3 clusters
  Score: Raw -411308.827874 + Penalty 2681.960267 = -408626.867607
  nChanged 177
		SP:Iteration 4Q (6270.940000 sec): 3 clusters
  Score: Raw -411406.791832 + Penalty 2681.960267 = -408724.831565
  nChanged 119
		SP:Iteration 5Q (6270.950000 sec): 3 clusters
  Score: Raw -411462.425510 + Penalty 2681.960267 = -408780.465243
  nChanged 88
		SP:Iteration 6Q (6270.960000 sec): 3 clusters
  Score: Raw -411502.742651 + Penalty 2681.960267 = -408820.782384
  nChanged 71
		SP:Iteration 7Q (6270.970000 sec): 3 clusters
  Score: Raw -411530.272826 + Penalty 2681.960267 = -408848.312559
  nChanged 58
		SP:Iteration 8Q (6270.980000 sec): 3 clusters
  Score: Raw -411550.302766 + Penalty 2681.960267 = -408868.342499
  nChanged 45
		SP:Iteration 9Q (6270.990000 sec): 3 clusters
  Score: Raw -411565.142645 + Penalty 2681.960267 = -408883.182378
  nChanged 36
		SP:Iteration 10Q (6271.000000 sec): 3 clusters
  Score: Raw -411579.228028 + Penalty 2681.960267 = -408897.267761
  nChanged 39
		SP:Iteration 11Q (6271.010000 sec): 3 clusters
  Score: Raw -411596.039842 + Penalty 2681.960267 = -408914.079575
  nChanged 44
		SP:Iteration 12Q (6271.010000 sec): 3 clusters
  Score: Raw -411617.082656 + Penalty 2681.960267 = -408935.122389
  nChanged 59
		SP:Iteration 13Q (6271.030000 sec): 3 clusters
  Score: Raw -411639.494087 + Penalty 2681.960267 = -408957.533820
  nChanged 48
		SP:Iteration 14Q (6271.030000 sec): 3 clusters
  Score: Raw -411657.881863 + Penalty 2681.960267 = -408975.921597
  nChanged 42
		SP:Iteration 15Q (6271.040000 sec): 3 clusters
  Score: Raw -411671.056083 + Penalty 2681.960267 = -408989.095817
  nChanged 35
		SP:Iteration 16Q (6271.050000 sec): 3 clusters
  Score: Raw -411682.134713 + Penalty 2681.960267 = -409000.174446
  nChanged 22
		SP:Iteration 17Q (6271.060000 sec): 3 clusters
  Score: Raw -411688.736272 + Penalty 2681.960267 = -409006.776005
  nChanged 27
		SP:Iteration 18Q (6271.070000 sec): 3 clusters
  Score: Raw -411699.686514 + Penalty 2681.960267 = -409017.726247
  nChanged 26
		SP:Iteration 19Q (6271.080000 sec): 3 clusters
  Score: Raw -411711.193252 + Penalty 2681.960267 = -409029.232985
  nChanged 35
		SP:Iteration 20F (6271.090000 sec): 3 clusters
  Score: Raw -411722.082641 + Penalty 2681.960267 = -409040.122374
  nChanged 28
		SP:Iteration 21Q (6271.100000 sec): 3 clusters
  Score: Raw -411730.687908 + Penalty 2681.960267 = -409048.727642
  nChanged 23
		SP:Iteration 22Q (6271.110000 sec): 3 clusters
  Score: Raw -411737.765664 + Penalty 2681.960267 = -409055.805397
  nChanged 20
		SP:Iteration 23Q (6271.120000 sec): 3 clusters
  Score: Raw -411743.790984 + Penalty 2681.960267 = -409061.830717
  nChanged 25
		SP:Iteration 24Q (6271.130000 sec): 3 clusters
  Score: Raw -411750.566661 + Penalty 2681.960267 = -409068.606395
  nChanged 19
		SP:Iteration 25Q (6271.140000 sec): 3 clusters
  Score: Raw -411756.265221 + Penalty 2681.960267 = -409074.304954
  nChanged 15
		SP:Iteration 26Q (6271.150000 sec): 3 clusters
  Score: Raw -411760.204269 + Penalty 2681.960267 = -409078.244003
  nChanged 19
		SP:Iteration 27Q (6271.160000 sec): 3 clusters
  Score: Raw -411765.525265 + Penalty 2681.960267 = -409083.564999
  nChanged 20
		SP:Iteration 28Q (6271.170000 sec): 3 clusters
  Score: Raw -411771.927256 + Penalty 2681.960267 = -409089.966989
  nChanged 16
		SP:Iteration 29Q (6271.170000 sec): 3 clusters
  Score: Raw -411778.637297 + Penalty 2681.960267 = -409096.677030
  nChanged 12
		SP:Iteration 30Q (6271.190000 sec): 3 clusters
  Score: Raw -411781.822088 + Penalty 2681.960267 = -409099.861821
  nChanged 12
		SP:Iteration 31Q (6271.190000 sec): 3 clusters
  Score: Raw -411784.175131 + Penalty 2681.960267 = -409102.214864
  nChanged 4
		SP:Iteration 32Q (6271.200000 sec): 3 clusters
  Score: Raw -411785.218959 + Penalty 2681.960267 = -409103.258692
  nChanged 5
		SP:Iteration 33Q (6271.210000 sec): 3 clusters
  Score: Raw -411786.986293 + Penalty 2681.960267 = -409105.026026
  nChanged 5
		SP:Iteration 34Q (6271.220000 sec): 3 clusters
  Score: Raw -411788.812018 + Penalty 2681.960267 = -409106.851751
  nChanged 1
		SP:Iteration 35Q (6271.230000 sec): 3 clusters
  Score: Raw -411788.877277 + Penalty 2681.960267 = -409106.917011
  nChanged 0
		SP:Iteration 36F (6271.240000 sec): 3 clusters
  Score: Raw -411788.877277 + Penalty 2681.960267 = -409106.917011
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 23 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6271.250000 sec): 2 clusters
  Score: Raw -182152.816703 + Penalty 1197.150022 = -180955.666681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6271.250000 sec): 3 clusters
  Score: Raw -181513.183479 + Penalty 2394.300044 = -179118.883435
  nChanged 535
		SP:Iteration 1F (6271.260000 sec): 3 clusters
  Score: Raw -181880.427340 + Penalty 2394.300044 = -179486.127296
  nChanged 123
		SP:Iteration 2F (6271.260000 sec): 3 clusters
  Score: Raw -181977.800047 + Penalty 2394.300044 = -179583.500003
  nChanged 75
		SP:Iteration 3Q (6271.270000 sec): 3 clusters
  Score: Raw -182029.954979 + Penalty 2394.300044 = -179635.654934
  nChanged 42
		SP:Iteration 4Q (6271.270000 sec): 3 clusters
  Score: Raw -182063.828564 + Penalty 2394.300044 = -179669.528520
  nChanged 46
		SP:Iteration 5Q (6271.270000 sec): 3 clusters
  Score: Raw -182097.394533 + Penalty 2394.300044 = -179703.094488
  nChanged 31
		SP:Iteration 6Q (6271.280000 sec): 3 clusters
  Score: Raw -182126.872801 + Penalty 2394.300044 = -179732.572756
  nChanged 22
		SP:Iteration 7Q (6271.280000 sec): 3 clusters
  Score: Raw -182142.882785 + Penalty 2394.300044 = -179748.582741
  nChanged 15
		SP:Iteration 8Q (6271.290000 sec): 3 clusters
  Score: Raw -182150.724948 + Penalty 2394.300044 = -179756.424903
  nChanged 7
		SP:Iteration 9Q (6271.290000 sec): 3 clusters
  Score: Raw -182154.477367 + Penalty 2394.300044 = -179760.177323
  nChanged 6
		SP:Iteration 10Q (6271.290000 sec): 3 clusters
  Score: Raw -182157.923763 + Penalty 2394.300044 = -179763.623718
  nChanged 8
		SP:Iteration 11Q (6271.300000 sec): 3 clusters
  Score: Raw -182161.241377 + Penalty 2394.300044 = -179766.941333
  nChanged 3
		SP:Iteration 12Q (6271.300000 sec): 3 clusters
  Score: Raw -182163.511537 + Penalty 2394.300044 = -179769.211492
  nChanged 5
		SP:Iteration 13Q (6271.300000 sec): 3 clusters
  Score: Raw -182166.024673 + Penalty 2394.300044 = -179771.724629
  nChanged 8
		SP:Iteration 14Q (6271.310000 sec): 3 clusters
  Score: Raw -182169.841735 + Penalty 2394.300044 = -179775.541690
  nChanged 6
		SP:Iteration 15Q (6271.310000 sec): 3 clusters
  Score: Raw -182172.577006 + Penalty 2394.300044 = -179778.276962
  nChanged 5
		SP:Iteration 16Q (6271.310000 sec): 3 clusters
  Score: Raw -182174.686278 + Penalty 2394.300044 = -179780.386234
  nChanged 4
		SP:Iteration 17Q (6271.320000 sec): 3 clusters
  Score: Raw -182178.359034 + Penalty 2394.300044 = -179784.058989
  nChanged 5
		SP:Iteration 18Q (6271.320000 sec): 3 clusters
  Score: Raw -182180.256536 + Penalty 2394.300044 = -179785.956492
  nChanged 6
		SP:Iteration 19Q (6271.330000 sec): 3 clusters
  Score: Raw -182184.634013 + Penalty 2394.300044 = -179790.333969
  nChanged 3
		SP:Iteration 20F (6271.330000 sec): 3 clusters
  Score: Raw -182185.517840 + Penalty 2394.300044 = -179791.217796
  nChanged 1
		SP:Iteration 21Q (6271.330000 sec): 3 clusters
  Score: Raw -182186.836843 + Penalty 2394.300044 = -179792.536798
  nChanged 2
		SP:Iteration 22Q (6271.340000 sec): 3 clusters
  Score: Raw -182187.903020 + Penalty 2394.300044 = -179793.602976
  nChanged 2
		SP:Iteration 23Q (6271.340000 sec): 3 clusters
  Score: Raw -182188.748821 + Penalty 2394.300044 = -179794.448776
  nChanged 3
		SP:Iteration 24Q (6271.350000 sec): 3 clusters
  Score: Raw -182190.936503 + Penalty 2394.300044 = -179796.636458
  nChanged 6
		SP:Iteration 25Q (6271.350000 sec): 3 clusters
  Score: Raw -182193.658849 + Penalty 2394.300044 = -179799.358804
  nChanged 5
		SP:Iteration 26Q (6271.350000 sec): 3 clusters
  Score: Raw -182196.736248 + Penalty 2394.300044 = -179802.436204
  nChanged 6
		SP:Iteration 27Q (6271.360000 sec): 3 clusters
  Score: Raw -182198.188026 + Penalty 2394.300044 = -179803.887982
  nChanged 1
		SP:Iteration 28Q (6271.360000 sec): 3 clusters
  Score: Raw -182198.660999 + Penalty 2394.300044 = -179804.360955
  nChanged 0
		SP:Iteration 29F (6271.370000 sec): 3 clusters
  Score: Raw -182198.660999 + Penalty 2394.300044 = -179804.360955
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 24 (3233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6271.380000 sec): 2 clusters
  Score: Raw -378275.283332 + Penalty 1313.189439 = -376962.093893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6271.390000 sec): 3 clusters
  Score: Raw -376723.321472 + Penalty 2626.378878 = -374096.942594
  nChanged 1212
		SP:Iteration 1F (6271.390000 sec): 3 clusters
  Score: Raw -377451.543930 + Penalty 2626.378878 = -374825.165052
  nChanged 251
		SP:Iteration 2F (6271.400000 sec): 3 clusters
  Score: Raw -377593.928378 + Penalty 2626.378878 = -374967.549500
  nChanged 152
		SP:Iteration 3Q (6271.410000 sec): 3 clusters
  Score: Raw -377673.493762 + Penalty 2626.378878 = -375047.114884
  nChanged 123
		SP:Iteration 4Q (6271.420000 sec): 3 clusters
  Score: Raw -377734.994424 + Penalty 2626.378878 = -375108.615546
  nChanged 108
		SP:Iteration 5Q (6271.430000 sec): 3 clusters
  Score: Raw -377783.229270 + Penalty 2626.378878 = -375156.850393
  nChanged 82
		SP:Iteration 6Q (6271.430000 sec): 3 clusters
  Score: Raw -377820.303706 + Penalty 2626.378878 = -375193.924828
  nChanged 78
		SP:Iteration 7Q (6271.440000 sec): 3 clusters
  Score: Raw -377862.277088 + Penalty 2626.378878 = -375235.898210
  nChanged 97
		SP:Iteration 8Q (6271.450000 sec): 3 clusters
  Score: Raw -377921.332661 + Penalty 2626.378878 = -375294.953784
  nChanged 90
		SP:Iteration 9Q (6271.460000 sec): 3 clusters
  Score: Raw -377985.461019 + Penalty 2626.378878 = -375359.082141
  nChanged 88
		SP:Iteration 10Q (6271.470000 sec): 3 clusters
  Score: Raw -378051.163743 + Penalty 2626.378878 = -375424.784865
  nChanged 88
		SP:Iteration 11Q (6271.470000 sec): 3 clusters
  Score: Raw -378106.629368 + Penalty 2626.378878 = -375480.250490
  nChanged 75
		SP:Iteration 12Q (6271.480000 sec): 3 clusters
  Score: Raw -378152.092821 + Penalty 2626.378878 = -375525.713943
  nChanged 75
		SP:Iteration 13Q (6271.490000 sec): 3 clusters
  Score: Raw -378201.596408 + Penalty 2626.378878 = -375575.217531
  nChanged 79
		SP:Iteration 14Q (6271.500000 sec): 3 clusters
  Score: Raw -378256.745552 + Penalty 2626.378878 = -375630.366674
  nChanged 85
		SP:Iteration 15Q (6271.510000 sec): 3 clusters
  Score: Raw -378318.018312 + Penalty 2626.378878 = -375691.639435
  nChanged 72
		SP:Iteration 16Q (6271.510000 sec): 3 clusters
  Score: Raw -378363.789957 + Penalty 2626.378878 = -375737.411079
  nChanged 55
		SP:Iteration 17Q (6271.520000 sec): 3 clusters
  Score: Raw -378398.752130 + Penalty 2626.378878 = -375772.373252
  nChanged 64
		SP:Iteration 18Q (6271.530000 sec): 3 clusters
  Score: Raw -378441.504407 + Penalty 2626.378878 = -375815.125529
  nChanged 45
		SP:Iteration 19Q (6271.530000 sec): 3 clusters
  Score: Raw -378468.639071 + Penalty 2626.378878 = -375842.260193
  nChanged 40
		SP:Iteration 20F (6271.540000 sec): 3 clusters
  Score: Raw -378495.546083 + Penalty 2626.378878 = -375869.167206
  nChanged 32
		SP:Iteration 21Q (6271.550000 sec): 3 clusters
  Score: Raw -378514.723722 + Penalty 2626.378878 = -375888.344844
  nChanged 34
		SP:Iteration 22Q (6271.560000 sec): 3 clusters
  Score: Raw -378536.020950 + Penalty 2626.378878 = -375909.642072
  nChanged 31
		SP:Iteration 23Q (6271.570000 sec): 3 clusters
  Score: Raw -378556.778827 + Penalty 2626.378878 = -375930.399949
  nChanged 28
		SP:Iteration 24Q (6271.570000 sec): 3 clusters
  Score: Raw -378577.251540 + Penalty 2626.378878 = -375950.872663
  nChanged 21
		SP:Iteration 25Q (6271.580000 sec): 3 clusters
  Score: Raw -378592.767473 + Penalty 2626.378878 = -375966.388595
  nChanged 26
		SP:Iteration 26Q (6271.590000 sec): 3 clusters
  Score: Raw -378612.267990 + Penalty 2626.378878 = -375985.889112
  nChanged 21
		SP:Iteration 27Q (6271.600000 sec): 3 clusters
  Score: Raw -378626.508809 + Penalty 2626.378878 = -376000.129931
  nChanged 17
		SP:Iteration 28Q (6271.600000 sec): 3 clusters
  Score: Raw -378642.070724 + Penalty 2626.378878 = -376015.691846
  nChanged 14
		SP:Iteration 29Q (6271.610000 sec): 3 clusters
  Score: Raw -378649.577664 + Penalty 2626.378878 = -376023.198786
  nChanged 10
		SP:Iteration 30Q (6271.620000 sec): 3 clusters
  Score: Raw -378654.587758 + Penalty 2626.378878 = -376028.208880
  nChanged 10
		SP:Iteration 31Q (6271.630000 sec): 3 clusters
  Score: Raw -378659.995499 + Penalty 2626.378878 = -376033.616621
  nChanged 7
		SP:Iteration 32Q (6271.630000 sec): 3 clusters
  Score: Raw -378663.538043 + Penalty 2626.378878 = -376037.159165
  nChanged 6
		SP:Iteration 33Q (6271.640000 sec): 3 clusters
  Score: Raw -378667.081880 + Penalty 2626.378878 = -376040.703002
  nChanged 6
		SP:Iteration 34Q (6271.650000 sec): 3 clusters
  Score: Raw -378669.518843 + Penalty 2626.378878 = -376043.139965
  nChanged 3
		SP:Iteration 35Q (6271.650000 sec): 3 clusters
  Score: Raw -378671.208017 + Penalty 2626.378878 = -376044.829139
  nChanged 5
		SP:Iteration 36Q (6271.660000 sec): 3 clusters
  Score: Raw -378673.643159 + Penalty 2626.378878 = -376047.264281
  nChanged 5
		SP:Iteration 37Q (6271.670000 sec): 3 clusters
  Score: Raw -378675.571822 + Penalty 2626.378878 = -376049.192944
  nChanged 5
		SP:Iteration 38Q (6271.670000 sec): 3 clusters
  Score: Raw -378678.093634 + Penalty 2626.378878 = -376051.714756
  nChanged 5
		SP:Iteration 39Q (6271.680000 sec): 3 clusters
  Score: Raw -378679.730554 + Penalty 2626.378878 = -376053.351676
  nChanged 2
		SP:Iteration 40F (6271.690000 sec): 3 clusters
  Score: Raw -378680.581500 + Penalty 2626.378878 = -376054.202623
  nChanged 2
		SP:Iteration 41Q (6271.700000 sec): 3 clusters
  Score: Raw -378681.796610 + Penalty 2626.378878 = -376055.417733
  nChanged 3
		SP:Iteration 42Q (6271.700000 sec): 3 clusters
  Score: Raw -378683.336118 + Penalty 2626.378878 = -376056.957240
  nChanged 2
		SP:Iteration 43Q (6271.710000 sec): 3 clusters
  Score: Raw -378684.501189 + Penalty 2626.378878 = -376058.122311
  nChanged 2
		SP:Iteration 44Q (6271.720000 sec): 3 clusters
  Score: Raw -378685.066956 + Penalty 2626.378878 = -376058.688078
  nChanged 0
		SP:Iteration 45F (6271.730000 sec): 3 clusters
  Score: Raw -378685.066956 + Penalty 2626.378878 = -376058.688078
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 25 (4418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6271.740000 sec): 2 clusters
  Score: Raw -475329.224218 + Penalty 1363.934387 = -473965.289831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6271.750000 sec): 3 clusters
  Score: Raw -473079.701682 + Penalty 2727.868775 = -470351.832907
  nChanged 1751
		SP:Iteration 1F (6271.760000 sec): 3 clusters
  Score: Raw -474114.427509 + Penalty 2727.868775 = -471386.558734
  nChanged 391
		SP:Iteration 2F (6271.770000 sec): 3 clusters
  Score: Raw -474404.841390 + Penalty 2727.868775 = -471676.972615
  nChanged 307
		SP:Iteration 3F (6271.790000 sec): 3 clusters
  Score: Raw -474620.861564 + Penalty 2727.868775 = -471892.992790
  nChanged 241
		SP:Iteration 4F (6271.800000 sec): 3 clusters
  Score: Raw -474774.841809 + Penalty 2727.868775 = -472046.973034
  nChanged 202
		SP:Iteration 5Q (6271.810000 sec): 3 clusters
  Score: Raw -474902.052709 + Penalty 2727.868775 = -472174.183934
  nChanged 166
		SP:Iteration 6Q (6271.820000 sec): 3 clusters
  Score: Raw -474999.732700 + Penalty 2727.868775 = -472271.863925
  nChanged 121
		SP:Iteration 7Q (6271.830000 sec): 3 clusters
  Score: Raw -475053.294623 + Penalty 2727.868775 = -472325.425848
  nChanged 101
		SP:Iteration 8Q (6271.840000 sec): 3 clusters
  Score: Raw -475091.731886 + Penalty 2727.868775 = -472363.863111
  nChanged 70
		SP:Iteration 9Q (6271.850000 sec): 3 clusters
  Score: Raw -475119.023546 + Penalty 2727.868775 = -472391.154771
  nChanged 63
		SP:Iteration 10Q (6271.860000 sec): 3 clusters
  Score: Raw -475140.698039 + Penalty 2727.868775 = -472412.829264
  nChanged 52
		SP:Iteration 11Q (6271.870000 sec): 3 clusters
  Score: Raw -475157.257791 + Penalty 2727.868775 = -472429.389016
  nChanged 36
		SP:Iteration 12Q (6271.880000 sec): 3 clusters
  Score: Raw -475166.708274 + Penalty 2727.868775 = -472438.839499
  nChanged 24
		SP:Iteration 13Q (6271.890000 sec): 3 clusters
  Score: Raw -475174.388183 + Penalty 2727.868775 = -472446.519408
  nChanged 26
		SP:Iteration 14Q (6271.910000 sec): 3 clusters
  Score: Raw -475181.945303 + Penalty 2727.868775 = -472454.076529
  nChanged 21
		SP:Iteration 15Q (6271.910000 sec): 3 clusters
  Score: Raw -475186.220792 + Penalty 2727.868775 = -472458.352018
  nChanged 12
		SP:Iteration 16Q (6271.930000 sec): 3 clusters
  Score: Raw -475190.050995 + Penalty 2727.868775 = -472462.182220
  nChanged 8
		SP:Iteration 17Q (6271.940000 sec): 3 clusters
  Score: Raw -475192.993955 + Penalty 2727.868775 = -472465.125180
  nChanged 14
		SP:Iteration 18Q (6271.950000 sec): 3 clusters
  Score: Raw -475197.562647 + Penalty 2727.868775 = -472469.693872
  nChanged 15
		SP:Iteration 19Q (6271.960000 sec): 3 clusters
  Score: Raw -475201.482835 + Penalty 2727.868775 = -472473.614060
  nChanged 13
		SP:Iteration 20F (6271.970000 sec): 3 clusters
  Score: Raw -475203.468441 + Penalty 2727.868775 = -472475.599666
  nChanged 13
		SP:Iteration 21Q (6271.980000 sec): 3 clusters
  Score: Raw -475205.599023 + Penalty 2727.868775 = -472477.730248
  nChanged 5
		SP:Iteration 22Q (6271.990000 sec): 3 clusters
  Score: Raw -475206.185782 + Penalty 2727.868775 = -472478.317007
  nChanged 2
		SP:Iteration 23Q (6272.000000 sec): 3 clusters
  Score: Raw -475206.501655 + Penalty 2727.868775 = -472478.632880
  nChanged 4
		SP:Iteration 24Q (6272.010000 sec): 3 clusters
  Score: Raw -475207.127485 + Penalty 2727.868775 = -472479.258710
  nChanged 3
		SP:Iteration 25Q (6272.020000 sec): 3 clusters
  Score: Raw -475207.575806 + Penalty 2727.868775 = -472479.707031
  nChanged 3
		SP:Iteration 26Q (6272.030000 sec): 3 clusters
  Score: Raw -475208.621272 + Penalty 2727.868775 = -472480.752497
  nChanged 8
		SP:Iteration 27Q (6272.050000 sec): 3 clusters
  Score: Raw -475210.279800 + Penalty 2727.868775 = -472482.411025
  nChanged 12
		SP:Iteration 28Q (6272.050000 sec): 3 clusters
  Score: Raw -475213.427702 + Penalty 2727.868775 = -472485.558928
  nChanged 18
		SP:Iteration 29Q (6272.070000 sec): 3 clusters
  Score: Raw -475219.073481 + Penalty 2727.868775 = -472491.204706
  nChanged 16
		SP:Iteration 30Q (6272.080000 sec): 3 clusters
  Score: Raw -475224.531204 + Penalty 2727.868775 = -472496.662429
  nChanged 14
		SP:Iteration 31Q (6272.090000 sec): 3 clusters
  Score: Raw -475230.121579 + Penalty 2727.868775 = -472502.252804
  nChanged 20
		SP:Iteration 32Q (6272.100000 sec): 3 clusters
  Score: Raw -475238.591389 + Penalty 2727.868775 = -472510.722615
  nChanged 24
		SP:Iteration 33Q (6272.110000 sec): 3 clusters
  Score: Raw -475245.653352 + Penalty 2727.868775 = -472517.784577
  nChanged 18
		SP:Iteration 34Q (6272.120000 sec): 3 clusters
  Score: Raw -475254.700862 + Penalty 2727.868775 = -472526.832087
  nChanged 27
		SP:Iteration 35Q (6272.130000 sec): 3 clusters
  Score: Raw -475267.067286 + Penalty 2727.868775 = -472539.198512
  nChanged 36
		SP:Iteration 36Q (6272.140000 sec): 3 clusters
  Score: Raw -475277.963730 + Penalty 2727.868775 = -472550.094955
  nChanged 30
		SP:Iteration 37Q (6272.150000 sec): 3 clusters
  Score: Raw -475287.594607 + Penalty 2727.868775 = -472559.725832
  nChanged 33
		SP:Iteration 38Q (6272.160000 sec): 3 clusters
  Score: Raw -475300.678019 + Penalty 2727.868775 = -472572.809245
  nChanged 35
		SP:Iteration 39Q (6272.170000 sec): 3 clusters
  Score: Raw -475312.170957 + Penalty 2727.868775 = -472584.302182
  nChanged 31
		SP:Iteration 40F (6272.180000 sec): 3 clusters
  Score: Raw -475325.872587 + Penalty 2727.868775 = -472598.003813
  nChanged 40
		SP:Iteration 41Q (6272.190000 sec): 3 clusters
  Score: Raw -475347.102802 + Penalty 2727.868775 = -472619.234027
  nChanged 48
		SP:Iteration 42Q (6272.210000 sec): 3 clusters
  Score: Raw -475369.430623 + Penalty 2727.868775 = -472641.561849
  nChanged 51
		SP:Iteration 43Q (6272.210000 sec): 3 clusters
  Score: Raw -475390.585979 + Penalty 2727.868775 = -472662.717204
  nChanged 41
		SP:Iteration 44Q (6272.230000 sec): 3 clusters
  Score: Raw -475404.978597 + Penalty 2727.868775 = -472677.109822
  nChanged 33
		SP:Iteration 45Q (6272.240000 sec): 3 clusters
  Score: Raw -475416.526453 + Penalty 2727.868775 = -472688.657679
  nChanged 29
		SP:Iteration 46Q (6272.250000 sec): 3 clusters
  Score: Raw -475426.161226 + Penalty 2727.868775 = -472698.292451
  nChanged 34
		SP:Iteration 47Q (6272.260000 sec): 3 clusters
  Score: Raw -475441.891199 + Penalty 2727.868775 = -472714.022425
  nChanged 33
		SP:Iteration 48Q (6272.270000 sec): 3 clusters
  Score: Raw -475457.487582 + Penalty 2727.868775 = -472729.618808
  nChanged 38
		SP:Iteration 49Q (6272.280000 sec): 3 clusters
  Score: Raw -475474.339844 + Penalty 2727.868775 = -472746.471069
  nChanged 44
		SP:Iteration 50Q (6272.290000 sec): 3 clusters
  Score: Raw -475492.815613 + Penalty 2727.868775 = -472764.946838
  nChanged 30
		SP:Iteration 51Q (6272.300000 sec): 3 clusters
  Score: Raw -475505.703369 + Penalty 2727.868775 = -472777.834594
  nChanged 24
		SP:Iteration 52Q (6272.310000 sec): 3 clusters
  Score: Raw -475512.930994 + Penalty 2727.868775 = -472785.062219
  nChanged 18
		SP:Iteration 53Q (6272.320000 sec): 3 clusters
  Score: Raw -475517.705715 + Penalty 2727.868775 = -472789.836941
  nChanged 12
		SP:Iteration 54Q (6272.330000 sec): 3 clusters
  Score: Raw -475521.403575 + Penalty 2727.868775 = -472793.534801
  nChanged 14
		SP:Iteration 55Q (6272.340000 sec): 3 clusters
  Score: Raw -475526.457203 + Penalty 2727.868775 = -472798.588428
  nChanged 24
		SP:Iteration 56Q (6272.350000 sec): 3 clusters
  Score: Raw -475533.417889 + Penalty 2727.868775 = -472805.549114
  nChanged 18
		SP:Iteration 57Q (6272.360000 sec): 3 clusters
  Score: Raw -475539.111910 + Penalty 2727.868775 = -472811.243135
  nChanged 15
		SP:Iteration 58Q (6272.370000 sec): 3 clusters
  Score: Raw -475544.458250 + Penalty 2727.868775 = -472816.589475
  nChanged 15
		SP:Iteration 59Q (6272.380000 sec): 3 clusters
  Score: Raw -475548.611691 + Penalty 2727.868775 = -472820.742916
  nChanged 15
		SP:Iteration 60F (6272.390000 sec): 3 clusters
  Score: Raw -475557.611662 + Penalty 2727.868775 = -472829.742887
  nChanged 19
		SP:Iteration 61Q (6272.400000 sec): 3 clusters
  Score: Raw -475565.835699 + Penalty 2727.868775 = -472837.966924
  nChanged 24
		SP:Iteration 62Q (6272.410000 sec): 3 clusters
  Score: Raw -475575.803659 + Penalty 2727.868775 = -472847.934884
  nChanged 17
		SP:Iteration 63Q (6272.420000 sec): 3 clusters
  Score: Raw -475582.678603 + Penalty 2727.868775 = -472854.809828
  nChanged 17
		SP:Iteration 64Q (6272.430000 sec): 3 clusters
  Score: Raw -475587.381564 + Penalty 2727.868775 = -472859.512789
  nChanged 10
		SP:Iteration 65Q (6272.440000 sec): 3 clusters
  Score: Raw -475591.616526 + Penalty 2727.868775 = -472863.747751
  nChanged 16
		SP:Iteration 66Q (6272.450000 sec): 3 clusters
  Score: Raw -475598.059286 + Penalty 2727.868775 = -472870.190511
  nChanged 19
		SP:Iteration 67Q (6272.460000 sec): 3 clusters
  Score: Raw -475605.979479 + Penalty 2727.868775 = -472878.110704
  nChanged 19
		SP:Iteration 68Q (6272.470000 sec): 3 clusters
  Score: Raw -475617.152942 + Penalty 2727.868775 = -472889.284167
  nChanged 30
		SP:Iteration 69Q (6272.480000 sec): 3 clusters
  Score: Raw -475633.716805 + Penalty 2727.868775 = -472905.848031
  nChanged 27
		SP:Iteration 70Q (6272.490000 sec): 3 clusters
  Score: Raw -475649.114743 + Penalty 2727.868775 = -472921.245968
  nChanged 32
		SP:Iteration 71Q (6272.500000 sec): 3 clusters
  Score: Raw -475665.043928 + Penalty 2727.868775 = -472937.175154
  nChanged 33
		SP:Iteration 72Q (6272.510000 sec): 3 clusters
  Score: Raw -475681.528390 + Penalty 2727.868775 = -472953.659615
  nChanged 30
		SP:Iteration 73Q (6272.520000 sec): 3 clusters
  Score: Raw -475697.796566 + Penalty 2727.868775 = -472969.927791
  nChanged 32
		SP:Iteration 74Q (6272.530000 sec): 3 clusters
  Score: Raw -475718.413496 + Penalty 2727.868775 = -472990.544721
  nChanged 35
		SP:Iteration 75Q (6272.540000 sec): 3 clusters
  Score: Raw -475741.427537 + Penalty 2727.868775 = -473013.558762
  nChanged 34
		SP:Iteration 76Q (6272.550000 sec): 3 clusters
  Score: Raw -475759.583470 + Penalty 2727.868775 = -473031.714695
  nChanged 35
		SP:Iteration 77Q (6272.560000 sec): 3 clusters
  Score: Raw -475779.792768 + Penalty 2727.868775 = -473051.923993
  nChanged 25
		SP:Iteration 78Q (6272.570000 sec): 3 clusters
  Score: Raw -475799.283599 + Penalty 2727.868775 = -473071.414824
  nChanged 32
		SP:Iteration 79Q (6272.580000 sec): 3 clusters
  Score: Raw -475823.022399 + Penalty 2727.868775 = -473095.153624
  nChanged 28
		SP:Iteration 80F (6272.590000 sec): 3 clusters
  Score: Raw -475844.427292 + Penalty 2727.868775 = -473116.558517
  nChanged 33
		SP:Iteration 81Q (6272.600000 sec): 3 clusters
  Score: Raw -475867.193299 + Penalty 2727.868775 = -473139.324525
  nChanged 20
		SP:Iteration 82Q (6272.610000 sec): 3 clusters
  Score: Raw -475885.718106 + Penalty 2727.868775 = -473157.849331
  nChanged 21
		SP:Iteration 83Q (6272.620000 sec): 3 clusters
  Score: Raw -475896.529179 + Penalty 2727.868775 = -473168.660404
  nChanged 18
		SP:Iteration 84Q (6272.630000 sec): 3 clusters
  Score: Raw -475908.458258 + Penalty 2727.868775 = -473180.589484
  nChanged 20
		SP:Iteration 85Q (6272.640000 sec): 3 clusters
  Score: Raw -475921.902656 + Penalty 2727.868775 = -473194.033881
  nChanged 20
		SP:Iteration 86Q (6272.650000 sec): 3 clusters
  Score: Raw -475936.765380 + Penalty 2727.868775 = -473208.896605
  nChanged 20
		SP:Iteration 87Q (6272.660000 sec): 3 clusters
  Score: Raw -475949.099700 + Penalty 2727.868775 = -473221.230925
  nChanged 18
		SP:Iteration 88Q (6272.670000 sec): 3 clusters
  Score: Raw -475958.303018 + Penalty 2727.868775 = -473230.434243
  nChanged 14
		SP:Iteration 89Q (6272.680000 sec): 3 clusters
  Score: Raw -475965.146894 + Penalty 2727.868775 = -473237.278119
  nChanged 10
		SP:Iteration 90Q (6272.690000 sec): 3 clusters
  Score: Raw -475969.319455 + Penalty 2727.868775 = -473241.450680
  nChanged 9
		SP:Iteration 91Q (6272.690000 sec): 3 clusters
  Score: Raw -475974.462935 + Penalty 2727.868775 = -473246.594160
  nChanged 8
		SP:Iteration 92Q (6272.710000 sec): 3 clusters
  Score: Raw -475977.612219 + Penalty 2727.868775 = -473249.743444
  nChanged 4
		SP:Iteration 93Q (6272.710000 sec): 3 clusters
  Score: Raw -475978.675781 + Penalty 2727.868775 = -473250.807006
  nChanged 1
		SP:Iteration 94Q (6272.720000 sec): 3 clusters
  Score: Raw -475978.857969 + Penalty 2727.868775 = -473250.989195
  nChanged 2
		SP:Iteration 95Q (6272.730000 sec): 3 clusters
  Score: Raw -475979.806937 + Penalty 2727.868775 = -473251.938162
  nChanged 3
		SP:Iteration 96Q (6272.740000 sec): 3 clusters
  Score: Raw -475980.481571 + Penalty 2727.868775 = -473252.612796
  nChanged 1
		SP:Iteration 97Q (6272.750000 sec): 3 clusters
  Score: Raw -475981.311671 + Penalty 2727.868775 = -473253.442896
  nChanged 1
		SP:Iteration 98Q (6272.760000 sec): 3 clusters
  Score: Raw -475981.588872 + Penalty 2727.868775 = -473253.720097
  nChanged 1
		SP:Iteration 99Q (6272.770000 sec): 3 clusters
  Score: Raw -475981.989843 + Penalty 2727.868775 = -473254.121068
  nChanged 0
		SP:Iteration 100F (6272.780000 sec): 3 clusters
  Score: Raw -475981.989843 + Penalty 2727.868775 = -473254.121068
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 26 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6272.790000 sec): 2 clusters
  Score: Raw -17862.916291 + Penalty 846.541500 = -17016.374791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6272.790000 sec): 3 clusters
  Score: Raw -18086.503909 + Penalty 1693.083000 = -16393.420909
  nChanged 27
		SP:Iteration 1F (6272.790000 sec): 3 clusters
  Score: Raw -18176.037162 + Penalty 1693.083000 = -16482.954162
  nChanged 5
		SP:Iteration 2Q (6272.790000 sec): 3 clusters
  Score: Raw -18202.447103 + Penalty 1693.083000 = -16509.364103
  nChanged 1
		SP:Iteration 3Q (6272.790000 sec): 3 clusters
  Score: Raw -18220.168487 + Penalty 1693.083000 = -16527.085487
  nChanged 0
		SP:Iteration 4F (6272.790000 sec): 3 clusters
  Score: Raw -18220.168487 + Penalty 1693.083000 = -16527.085487
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 27 (58072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6272.960000 sec): 2 clusters
  Score: Raw -6806383.727874 + Penalty 1782.533821 = -6804601.194052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6273.110000 sec): 3 clusters
  Score: Raw -6769237.156487 + Penalty 3565.067642 = -6765672.088845
  nChanged 27388
		SP:Iteration 1F (6273.260000 sec): 3 clusters
  Score: Raw -6785131.386500 + Penalty 3565.067642 = -6781566.318857
  nChanged 2678
		SP:Iteration 2Q (6273.410000 sec): 3 clusters
  Score: Raw -6786321.702421 + Penalty 3565.067642 = -6782756.634779
  nChanged 3240
		SP:Iteration 3F (6273.570000 sec): 3 clusters
  Score: Raw -6788244.742787 + Penalty 3565.067642 = -6784679.675145
  nChanged 3955
		SP:Iteration 4F (6273.710000 sec): 3 clusters
  Score: Raw -6790955.935811 + Penalty 3565.067642 = -6787390.868169
  nChanged 4161
		SP:Iteration 5F (6273.870000 sec): 3 clusters
  Score: Raw -6793823.523196 + Penalty 3565.067642 = -6790258.455553
  nChanged 3836
		SP:Iteration 6F (6274.010000 sec): 3 clusters
  Score: Raw -6796142.115226 + Penalty 3565.067642 = -6792577.047584
  nChanged 3290
		SP:Iteration 7F (6274.160000 sec): 3 clusters
  Score: Raw -6797877.791535 + Penalty 3565.067642 = -6794312.723892
  nChanged 2751
		SP:Iteration 8Q (6274.310000 sec): 3 clusters
  Score: Raw -6799278.562079 + Penalty 3565.067642 = -6795713.494436
  nChanged 2313
		SP:Iteration 9Q (6274.470000 sec): 3 clusters
  Score: Raw -6800508.375637 + Penalty 3565.067642 = -6796943.307995
  nChanged 2066
		SP:Iteration 10Q (6274.610000 sec): 3 clusters
  Score: Raw -6801581.852766 + Penalty 3565.067642 = -6798016.785124
  nChanged 1888
		SP:Iteration 11Q (6274.760000 sec): 3 clusters
  Score: Raw -6802470.691484 + Penalty 3565.067642 = -6798905.623842
  nChanged 1625
		SP:Iteration 12Q (6274.910000 sec): 3 clusters
  Score: Raw -6803159.440491 + Penalty 3565.067642 = -6799594.372849
  nChanged 1342
		SP:Iteration 13Q (6275.050000 sec): 3 clusters
  Score: Raw -6803660.295335 + Penalty 3565.067642 = -6800095.227693
  nChanged 1150
		SP:Iteration 14Q (6275.200000 sec): 3 clusters
  Score: Raw -6804056.482457 + Penalty 3565.067642 = -6800491.414815
  nChanged 982
		SP:Iteration 15Q (6275.340000 sec): 3 clusters
  Score: Raw -6804379.453914 + Penalty 3565.067642 = -6800814.386272
  nChanged 894
		SP:Iteration 16Q (6275.480000 sec): 3 clusters
  Score: Raw -6804657.478465 + Penalty 3565.067642 = -6801092.410823
  nChanged 795
		SP:Iteration 17Q (6275.620000 sec): 3 clusters
  Score: Raw -6804883.095900 + Penalty 3565.067642 = -6801318.028258
  nChanged 711
		SP:Iteration 18Q (6275.760000 sec): 3 clusters
  Score: Raw -6805073.068092 + Penalty 3565.067642 = -6801508.000449
  nChanged 653
		SP:Iteration 19Q (6275.900000 sec): 3 clusters
  Score: Raw -6805227.106682 + Penalty 3565.067642 = -6801662.039040
  nChanged 553
		SP:Iteration 20F (6276.050000 sec): 3 clusters
  Score: Raw -6805346.250904 + Penalty 3565.067642 = -6801781.183262
  nChanged 522
		SP:Iteration 21Q (6276.180000 sec): 3 clusters
  Score: Raw -6805454.724787 + Penalty 3565.067642 = -6801889.657145
  nChanged 508
		SP:Iteration 22Q (6276.320000 sec): 3 clusters
  Score: Raw -6805554.237204 + Penalty 3565.067642 = -6801989.169562
  nChanged 429
		SP:Iteration 23Q (6276.450000 sec): 3 clusters
  Score: Raw -6805635.092742 + Penalty 3565.067642 = -6802070.025100
  nChanged 448
		SP:Iteration 24Q (6276.590000 sec): 3 clusters
  Score: Raw -6805730.388324 + Penalty 3565.067642 = -6802165.320682
  nChanged 428
		SP:Iteration 25Q (6276.720000 sec): 3 clusters
  Score: Raw -6805816.704085 + Penalty 3565.067642 = -6802251.636443
  nChanged 415
		SP:Iteration 26Q (6276.850000 sec): 3 clusters
  Score: Raw -6805899.976530 + Penalty 3565.067642 = -6802334.908888
  nChanged 439
		SP:Iteration 27Q (6276.980000 sec): 3 clusters
  Score: Raw -6805992.855272 + Penalty 3565.067642 = -6802427.787630
  nChanged 439
		SP:Iteration 28Q (6277.110000 sec): 3 clusters
  Score: Raw -6806086.249175 + Penalty 3565.067642 = -6802521.181533
  nChanged 455
		SP:Iteration 29Q (6277.250000 sec): 3 clusters
  Score: Raw -6806186.714457 + Penalty 3565.067642 = -6802621.646814
  nChanged 435
		SP:Iteration 30Q (6277.370000 sec): 3 clusters
  Score: Raw -6806283.296684 + Penalty 3565.067642 = -6802718.229042
  nChanged 453
		SP:Iteration 31Q (6277.500000 sec): 3 clusters
  Score: Raw -6806385.245183 + Penalty 3565.067642 = -6802820.177541
  nChanged 439
		SP:Iteration 32Q (6277.630000 sec): 3 clusters
  Score: Raw -6806484.082149 + Penalty 3565.067642 = -6802919.014507
  nChanged 413
		SP:Iteration 33Q (6277.760000 sec): 3 clusters
  Score: Raw -6806578.710427 + Penalty 3565.067642 = -6803013.642785
  nChanged 426
		SP:Iteration 34Q (6277.890000 sec): 3 clusters
  Score: Raw -6806666.142557 + Penalty 3565.067642 = -6803101.074915
  nChanged 365
		SP:Iteration 35Q (6278.010000 sec): 3 clusters
  Score: Raw -6806735.111297 + Penalty 3565.067642 = -6803170.043655
  nChanged 357
		SP:Iteration 36Q (6278.140000 sec): 3 clusters
  Score: Raw -6806800.642413 + Penalty 3565.067642 = -6803235.574770
  nChanged 338
		SP:Iteration 37Q (6278.270000 sec): 3 clusters
  Score: Raw -6806864.356124 + Penalty 3565.067642 = -6803299.288481
  nChanged 329
		SP:Iteration 38Q (6278.390000 sec): 3 clusters
  Score: Raw -6806922.151484 + Penalty 3565.067642 = -6803357.083842
  nChanged 270
		SP:Iteration 39Q (6278.510000 sec): 3 clusters
  Score: Raw -6806964.144669 + Penalty 3565.067642 = -6803399.077027
  nChanged 237
		SP:Iteration 40F (6278.660000 sec): 3 clusters
  Score: Raw -6806999.556149 + Penalty 3565.067642 = -6803434.488507
  nChanged 231
		SP:Iteration 41Q (6278.790000 sec): 3 clusters
  Score: Raw -6807032.711306 + Penalty 3565.067642 = -6803467.643664
  nChanged 211
		SP:Iteration 42Q (6278.910000 sec): 3 clusters
  Score: Raw -6807060.469091 + Penalty 3565.067642 = -6803495.401448
  nChanged 196
		SP:Iteration 43Q (6279.030000 sec): 3 clusters
  Score: Raw -6807088.279692 + Penalty 3565.067642 = -6803523.212050
  nChanged 192
		SP:Iteration 44Q (6279.150000 sec): 3 clusters
  Score: Raw -6807115.518016 + Penalty 3565.067642 = -6803550.450374
  nChanged 182
		SP:Iteration 45Q (6279.280000 sec): 3 clusters
  Score: Raw -6807138.576764 + Penalty 3565.067642 = -6803573.509122
  nChanged 158
		SP:Iteration 46Q (6279.400000 sec): 3 clusters
  Score: Raw -6807156.373666 + Penalty 3565.067642 = -6803591.306024
  nChanged 140
		SP:Iteration 47Q (6279.520000 sec): 3 clusters
  Score: Raw -6807170.269769 + Penalty 3565.067642 = -6803605.202127
  nChanged 123
		SP:Iteration 48Q (6279.640000 sec): 3 clusters
  Score: Raw -6807181.985717 + Penalty 3565.067642 = -6803616.918075
  nChanged 105
		SP:Iteration 49Q (6279.770000 sec): 3 clusters
  Score: Raw -6807192.274153 + Penalty 3565.067642 = -6803627.206511
  nChanged 96
		SP:Iteration 50Q (6279.890000 sec): 3 clusters
  Score: Raw -6807202.593888 + Penalty 3565.067642 = -6803637.526246
  nChanged 112
		SP:Iteration 51Q (6280.010000 sec): 3 clusters
  Score: Raw -6807214.930071 + Penalty 3565.067642 = -6803649.862429
  nChanged 112
		SP:Iteration 52Q (6280.130000 sec): 3 clusters
  Score: Raw -6807228.991145 + Penalty 3565.067642 = -6803663.923503
  nChanged 131
		SP:Iteration 53Q (6280.250000 sec): 3 clusters
  Score: Raw -6807244.804789 + Penalty 3565.067642 = -6803679.737147
  nChanged 134
		SP:Iteration 54Q (6280.370000 sec): 3 clusters
  Score: Raw -6807260.419499 + Penalty 3565.067642 = -6803695.351857
  nChanged 118
		SP:Iteration 55Q (6280.490000 sec): 3 clusters
  Score: Raw -6807274.479403 + Penalty 3565.067642 = -6803709.411761
  nChanged 111
		SP:Iteration 56Q (6280.610000 sec): 3 clusters
  Score: Raw -6807287.457828 + Penalty 3565.067642 = -6803722.390186
  nChanged 97
		SP:Iteration 57Q (6280.730000 sec): 3 clusters
  Score: Raw -6807298.898167 + Penalty 3565.067642 = -6803733.830525
  nChanged 101
		SP:Iteration 58Q (6280.850000 sec): 3 clusters
  Score: Raw -6807311.552757 + Penalty 3565.067642 = -6803746.485115
  nChanged 108
		SP:Iteration 59Q (6280.970000 sec): 3 clusters
  Score: Raw -6807323.728123 + Penalty 3565.067642 = -6803758.660481
  nChanged 98
		SP:Iteration 60F (6281.120000 sec): 3 clusters
  Score: Raw -6807333.534510 + Penalty 3565.067642 = -6803768.466868
  nChanged 73
		SP:Iteration 61Q (6281.240000 sec): 3 clusters
  Score: Raw -6807340.149642 + Penalty 3565.067642 = -6803775.082000
  nChanged 56
		SP:Iteration 62Q (6281.350000 sec): 3 clusters
  Score: Raw -6807344.725914 + Penalty 3565.067642 = -6803779.658272
  nChanged 45
		SP:Iteration 63Q (6281.470000 sec): 3 clusters
  Score: Raw -6807348.443780 + Penalty 3565.067642 = -6803783.376138
  nChanged 48
		SP:Iteration 64Q (6281.590000 sec): 3 clusters
  Score: Raw -6807352.094559 + Penalty 3565.067642 = -6803787.026916
  nChanged 48
		SP:Iteration 65Q (6281.710000 sec): 3 clusters
  Score: Raw -6807356.254422 + Penalty 3565.067642 = -6803791.186779
  nChanged 49
		SP:Iteration 66Q (6281.830000 sec): 3 clusters
  Score: Raw -6807360.298934 + Penalty 3565.067642 = -6803795.231292
  nChanged 50
		SP:Iteration 67Q (6281.950000 sec): 3 clusters
  Score: Raw -6807365.068860 + Penalty 3565.067642 = -6803800.001218
  nChanged 58
		SP:Iteration 68Q (6282.070000 sec): 3 clusters
  Score: Raw -6807370.721665 + Penalty 3565.067642 = -6803805.654022
  nChanged 53
		SP:Iteration 69Q (6282.190000 sec): 3 clusters
  Score: Raw -6807375.438386 + Penalty 3565.067642 = -6803810.370744
  nChanged 47
		SP:Iteration 70Q (6282.300000 sec): 3 clusters
  Score: Raw -6807379.299748 + Penalty 3565.067642 = -6803814.232106
  nChanged 30
		SP:Iteration 71Q (6282.420000 sec): 3 clusters
  Score: Raw -6807381.524343 + Penalty 3565.067642 = -6803816.456701
  nChanged 29
		SP:Iteration 72Q (6282.540000 sec): 3 clusters
  Score: Raw -6807383.744607 + Penalty 3565.067642 = -6803818.676965
  nChanged 31
		SP:Iteration 73Q (6282.650000 sec): 3 clusters
  Score: Raw -6807385.885654 + Penalty 3565.067642 = -6803820.818012
  nChanged 21
		SP:Iteration 74Q (6282.770000 sec): 3 clusters
  Score: Raw -6807387.087420 + Penalty 3565.067642 = -6803822.019778
  nChanged 10
		SP:Iteration 75Q (6282.890000 sec): 3 clusters
  Score: Raw -6807387.614301 + Penalty 3565.067642 = -6803822.546659
  nChanged 7
		SP:Iteration 76Q (6283.010000 sec): 3 clusters
  Score: Raw -6807387.981922 + Penalty 3565.067642 = -6803822.914280
  nChanged 7
		SP:Iteration 77Q (6283.130000 sec): 3 clusters
  Score: Raw -6807388.297394 + Penalty 3565.067642 = -6803823.229752
  nChanged 5
		SP:Iteration 78Q (6283.250000 sec): 3 clusters
  Score: Raw -6807388.601761 + Penalty 3565.067642 = -6803823.534118
  nChanged 6
		SP:Iteration 79Q (6283.360000 sec): 3 clusters
  Score: Raw -6807388.914149 + Penalty 3565.067642 = -6803823.846507
  nChanged 10
		SP:Iteration 80F (6283.510000 sec): 3 clusters
  Score: Raw -6807389.555903 + Penalty 3565.067642 = -6803824.488260
  nChanged 9
		SP:Iteration 81Q (6283.630000 sec): 3 clusters
  Score: Raw -6807390.273342 + Penalty 3565.067642 = -6803825.205700
  nChanged 10
		SP:Iteration 82Q (6283.750000 sec): 3 clusters
  Score: Raw -6807391.008068 + Penalty 3565.067642 = -6803825.940425
  nChanged 15
		SP:Iteration 83Q (6283.870000 sec): 3 clusters
  Score: Raw -6807391.933422 + Penalty 3565.067642 = -6803826.865780
  nChanged 7
		SP:Iteration 84Q (6283.980000 sec): 3 clusters
  Score: Raw -6807392.299283 + Penalty 3565.067642 = -6803827.231641
  nChanged 5
		SP:Iteration 85Q (6284.100000 sec): 3 clusters
  Score: Raw -6807392.570347 + Penalty 3565.067642 = -6803827.502705
  nChanged 1
		SP:Iteration 86Q (6284.220000 sec): 3 clusters
  Score: Raw -6807392.715174 + Penalty 3565.067642 = -6803827.647532
  nChanged 5
		SP:Iteration 87Q (6284.330000 sec): 3 clusters
  Score: Raw -6807393.059426 + Penalty 3565.067642 = -6803827.991784
  nChanged 3
		SP:Iteration 88Q (6284.450000 sec): 3 clusters
  Score: Raw -6807393.200355 + Penalty 3565.067642 = -6803828.132712
  nChanged 0
		SP:Iteration 89F (6284.600000 sec): 3 clusters
  Score: Raw -6807393.200355 + Penalty 3565.067642 = -6803828.132712
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 28 (8647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6284.650000 sec): 2 clusters
  Score: Raw -1017557.125702 + Penalty 1473.057254 = -1016084.068448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6284.670000 sec): 3 clusters
  Score: Raw -1012760.865705 + Penalty 2946.114509 = -1009814.751196
  nChanged 3634
		SP:Iteration 1F (6284.690000 sec): 3 clusters
  Score: Raw -1014710.929544 + Penalty 2946.114509 = -1011764.815035
  nChanged 535
		SP:Iteration 2F (6284.710000 sec): 3 clusters
  Score: Raw -1014948.526091 + Penalty 2946.114509 = -1012002.411582
  nChanged 435
		SP:Iteration 3F (6284.730000 sec): 3 clusters
  Score: Raw -1015146.482690 + Penalty 2946.114509 = -1012200.368181
  nChanged 380
		SP:Iteration 4Q (6284.750000 sec): 3 clusters
  Score: Raw -1015303.802911 + Penalty 2946.114509 = -1012357.688403
  nChanged 346
		SP:Iteration 5Q (6284.780000 sec): 3 clusters
  Score: Raw -1015461.013283 + Penalty 2946.114509 = -1012514.898774
  nChanged 333
		SP:Iteration 6Q (6284.800000 sec): 3 clusters
  Score: Raw -1015617.770783 + Penalty 2946.114509 = -1012671.656274
  nChanged 344
		SP:Iteration 7Q (6284.820000 sec): 3 clusters
  Score: Raw -1015771.804542 + Penalty 2946.114509 = -1012825.690033
  nChanged 327
		SP:Iteration 8Q (6284.840000 sec): 3 clusters
  Score: Raw -1015916.066734 + Penalty 2946.114509 = -1012969.952226
  nChanged 314
		SP:Iteration 9Q (6284.860000 sec): 3 clusters
  Score: Raw -1016058.059244 + Penalty 2946.114509 = -1013111.944735
  nChanged 290
		SP:Iteration 10Q (6284.880000 sec): 3 clusters
  Score: Raw -1016181.428559 + Penalty 2946.114509 = -1013235.314050
  nChanged 228
		SP:Iteration 11Q (6284.910000 sec): 3 clusters
  Score: Raw -1016279.483479 + Penalty 2946.114509 = -1013333.368970
  nChanged 221
		SP:Iteration 12Q (6284.930000 sec): 3 clusters
  Score: Raw -1016364.931909 + Penalty 2946.114509 = -1013418.817401
  nChanged 188
		SP:Iteration 13Q (6284.950000 sec): 3 clusters
  Score: Raw -1016449.629359 + Penalty 2946.114509 = -1013503.514851
  nChanged 196
		SP:Iteration 14Q (6284.970000 sec): 3 clusters
  Score: Raw -1016532.785696 + Penalty 2946.114509 = -1013586.671187
  nChanged 165
		SP:Iteration 15Q (6284.990000 sec): 3 clusters
  Score: Raw -1016601.104483 + Penalty 2946.114509 = -1013654.989974
  nChanged 163
		SP:Iteration 16Q (6285.010000 sec): 3 clusters
  Score: Raw -1016665.573803 + Penalty 2946.114509 = -1013719.459294
  nChanged 139
		SP:Iteration 17Q (6285.030000 sec): 3 clusters
  Score: Raw -1016729.376008 + Penalty 2946.114509 = -1013783.261499
  nChanged 150
		SP:Iteration 18Q (6285.050000 sec): 3 clusters
  Score: Raw -1016800.811604 + Penalty 2946.114509 = -1013854.697095
  nChanged 139
		SP:Iteration 19Q (6285.070000 sec): 3 clusters
  Score: Raw -1016866.581377 + Penalty 2946.114509 = -1013920.466868
  nChanged 135
		SP:Iteration 20F (6285.090000 sec): 3 clusters
  Score: Raw -1016919.573778 + Penalty 2946.114509 = -1013973.459270
  nChanged 107
		SP:Iteration 21Q (6285.110000 sec): 3 clusters
  Score: Raw -1016962.090499 + Penalty 2946.114509 = -1014015.975990
  nChanged 111
		SP:Iteration 22Q (6285.130000 sec): 3 clusters
  Score: Raw -1017010.474001 + Penalty 2946.114509 = -1014064.359492
  nChanged 108
		SP:Iteration 23Q (6285.150000 sec): 3 clusters
  Score: Raw -1017054.278611 + Penalty 2946.114509 = -1014108.164103
  nChanged 110
		SP:Iteration 24Q (6285.170000 sec): 3 clusters
  Score: Raw -1017105.758230 + Penalty 2946.114509 = -1014159.643721
  nChanged 130
		SP:Iteration 25Q (6285.190000 sec): 3 clusters
  Score: Raw -1017160.837231 + Penalty 2946.114509 = -1014214.722722
  nChanged 106
		SP:Iteration 26Q (6285.210000 sec): 3 clusters
  Score: Raw -1017204.393552 + Penalty 2946.114509 = -1014258.279043
  nChanged 113
		SP:Iteration 27Q (6285.230000 sec): 3 clusters
  Score: Raw -1017251.303854 + Penalty 2946.114509 = -1014305.189345
  nChanged 101
		SP:Iteration 28Q (6285.250000 sec): 3 clusters
  Score: Raw -1017295.727249 + Penalty 2946.114509 = -1014349.612740
  nChanged 91
		SP:Iteration 29Q (6285.270000 sec): 3 clusters
  Score: Raw -1017336.086716 + Penalty 2946.114509 = -1014389.972207
  nChanged 90
		SP:Iteration 30Q (6285.290000 sec): 3 clusters
  Score: Raw -1017376.990416 + Penalty 2946.114509 = -1014430.875907
  nChanged 81
		SP:Iteration 31Q (6285.310000 sec): 3 clusters
  Score: Raw -1017413.713040 + Penalty 2946.114509 = -1014467.598531
  nChanged 76
		SP:Iteration 32Q (6285.330000 sec): 3 clusters
  Score: Raw -1017448.657362 + Penalty 2946.114509 = -1014502.542854
  nChanged 72
		SP:Iteration 33Q (6285.350000 sec): 3 clusters
  Score: Raw -1017480.371098 + Penalty 2946.114509 = -1014534.256589
  nChanged 70
		SP:Iteration 34Q (6285.370000 sec): 3 clusters
  Score: Raw -1017512.404602 + Penalty 2946.114509 = -1014566.290094
  nChanged 63
		SP:Iteration 35Q (6285.380000 sec): 3 clusters
  Score: Raw -1017544.782498 + Penalty 2946.114509 = -1014598.667990
  nChanged 58
		SP:Iteration 36Q (6285.400000 sec): 3 clusters
  Score: Raw -1017573.350533 + Penalty 2946.114509 = -1014627.236024
  nChanged 68
		SP:Iteration 37Q (6285.420000 sec): 3 clusters
  Score: Raw -1017601.877164 + Penalty 2946.114509 = -1014655.762655
  nChanged 55
		SP:Iteration 38Q (6285.430000 sec): 3 clusters
  Score: Raw -1017624.598793 + Penalty 2946.114509 = -1014678.484284
  nChanged 49
		SP:Iteration 39Q (6285.450000 sec): 3 clusters
  Score: Raw -1017644.616369 + Penalty 2946.114509 = -1014698.501860
  nChanged 45
		SP:Iteration 40F (6285.470000 sec): 3 clusters
  Score: Raw -1017665.483363 + Penalty 2946.114509 = -1014719.368855
  nChanged 46
		SP:Iteration 41Q (6285.490000 sec): 3 clusters
  Score: Raw -1017688.407878 + Penalty 2946.114509 = -1014742.293370
  nChanged 46
		SP:Iteration 42Q (6285.510000 sec): 3 clusters
  Score: Raw -1017707.582074 + Penalty 2946.114509 = -1014761.467565
  nChanged 29
		SP:Iteration 43Q (6285.530000 sec): 3 clusters
  Score: Raw -1017721.270676 + Penalty 2946.114509 = -1014775.156167
  nChanged 34
		SP:Iteration 44Q (6285.540000 sec): 3 clusters
  Score: Raw -1017739.950272 + Penalty 2946.114509 = -1014793.835764
  nChanged 26
		SP:Iteration 45Q (6285.560000 sec): 3 clusters
  Score: Raw -1017755.077474 + Penalty 2946.114509 = -1014808.962965
  nChanged 26
		SP:Iteration 46Q (6285.570000 sec): 3 clusters
  Score: Raw -1017767.360250 + Penalty 2946.114509 = -1014821.245741
  nChanged 15
		SP:Iteration 47Q (6285.590000 sec): 3 clusters
  Score: Raw -1017774.711586 + Penalty 2946.114509 = -1014828.597078
  nChanged 17
		SP:Iteration 48Q (6285.610000 sec): 3 clusters
  Score: Raw -1017783.982405 + Penalty 2946.114509 = -1014837.867897
  nChanged 19
		SP:Iteration 49Q (6285.630000 sec): 3 clusters
  Score: Raw -1017796.816029 + Penalty 2946.114509 = -1014850.701521
  nChanged 22
		SP:Iteration 50Q (6285.640000 sec): 3 clusters
  Score: Raw -1017808.625258 + Penalty 2946.114509 = -1014862.510750
  nChanged 19
		SP:Iteration 51Q (6285.660000 sec): 3 clusters
  Score: Raw -1017816.744412 + Penalty 2946.114509 = -1014870.629904
  nChanged 10
		SP:Iteration 52Q (6285.680000 sec): 3 clusters
  Score: Raw -1017821.501957 + Penalty 2946.114509 = -1014875.387448
  nChanged 11
		SP:Iteration 53Q (6285.690000 sec): 3 clusters
  Score: Raw -1017824.882311 + Penalty 2946.114509 = -1014878.767802
  nChanged 7
		SP:Iteration 54Q (6285.710000 sec): 3 clusters
  Score: Raw -1017827.430194 + Penalty 2946.114509 = -1014881.315686
  nChanged 4
		SP:Iteration 55Q (6285.730000 sec): 3 clusters
  Score: Raw -1017828.574383 + Penalty 2946.114509 = -1014882.459875
  nChanged 5
		SP:Iteration 56Q (6285.740000 sec): 3 clusters
  Score: Raw -1017829.921879 + Penalty 2946.114509 = -1014883.807370
  nChanged 4
		SP:Iteration 57Q (6285.760000 sec): 3 clusters
  Score: Raw -1017831.403200 + Penalty 2946.114509 = -1014885.288691
  nChanged 2
		SP:Iteration 58Q (6285.770000 sec): 3 clusters
  Score: Raw -1017832.377789 + Penalty 2946.114509 = -1014886.263280
  nChanged 2
		SP:Iteration 59Q (6285.790000 sec): 3 clusters
  Score: Raw -1017833.630558 + Penalty 2946.114509 = -1014887.516049
  nChanged 4
		SP:Iteration 60F (6285.810000 sec): 3 clusters
  Score: Raw -1017834.866572 + Penalty 2946.114509 = -1014888.752064
  nChanged 2
		SP:Iteration 61Q (6285.830000 sec): 3 clusters
  Score: Raw -1017835.477676 + Penalty 2946.114509 = -1014889.363167
  nChanged 2
		SP:Iteration 62Q (6285.840000 sec): 3 clusters
  Score: Raw -1017835.875085 + Penalty 2946.114509 = -1014889.760576
  nChanged 1
		SP:Iteration 63Q (6285.860000 sec): 3 clusters
  Score: Raw -1017836.321714 + Penalty 2946.114509 = -1014890.207205
  nChanged 1
		SP:Iteration 64Q (6285.880000 sec): 3 clusters
  Score: Raw -1017837.808236 + Penalty 2946.114509 = -1014891.693728
  nChanged 4
		SP:Iteration 65Q (6285.900000 sec): 3 clusters
  Score: Raw -1017839.396876 + Penalty 2946.114509 = -1014893.282367
  nChanged 4
		SP:Iteration 66Q (6285.920000 sec): 3 clusters
  Score: Raw -1017840.825090 + Penalty 2946.114509 = -1014894.710582
  nChanged 5
		SP:Iteration 67Q (6285.930000 sec): 3 clusters
  Score: Raw -1017842.372114 + Penalty 2946.114509 = -1014896.257606
  nChanged 4
		SP:Iteration 68Q (6285.950000 sec): 3 clusters
  Score: Raw -1017843.435607 + Penalty 2946.114509 = -1014897.321099
  nChanged 0
		SP:Iteration 69F (6285.970000 sec): 3 clusters
  Score: Raw -1017843.435607 + Penalty 2946.114509 = -1014897.321099
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 29 (7288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6285.990000 sec): 2 clusters
  Score: Raw -852992.123515 + Penalty 1445.272471 = -851546.851044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6286.010000 sec): 3 clusters
  Score: Raw -849055.234148 + Penalty 2890.544943 = -846164.689206
  nChanged 3067
		SP:Iteration 1F (6286.030000 sec): 3 clusters
  Score: Raw -850713.246756 + Penalty 2890.544943 = -847822.701814
  nChanged 445
		SP:Iteration 2F (6286.040000 sec): 3 clusters
  Score: Raw -850927.321682 + Penalty 2890.544943 = -848036.776740
  nChanged 349
		SP:Iteration 3Q (6286.060000 sec): 3 clusters
  Score: Raw -851097.281969 + Penalty 2890.544943 = -848206.737026
  nChanged 334
		SP:Iteration 4Q (6286.080000 sec): 3 clusters
  Score: Raw -851282.287990 + Penalty 2890.544943 = -848391.743047
  nChanged 346
		SP:Iteration 5Q (6286.100000 sec): 3 clusters
  Score: Raw -851487.688307 + Penalty 2890.544943 = -848597.143364
  nChanged 358
		SP:Iteration 6Q (6286.120000 sec): 3 clusters
  Score: Raw -851718.623411 + Penalty 2890.544943 = -848828.078468
  nChanged 349
		SP:Iteration 7Q (6286.140000 sec): 3 clusters
  Score: Raw -851968.683117 + Penalty 2890.544943 = -849078.138175
  nChanged 381
		SP:Iteration 8F (6286.160000 sec): 3 clusters
  Score: Raw -852278.332359 + Penalty 2890.544943 = -849387.787417
  nChanged 360
		SP:Iteration 9Q (6286.170000 sec): 3 clusters
  Score: Raw -852607.904653 + Penalty 2890.544943 = -849717.359710
  nChanged 346
		SP:Iteration 10Q (6286.190000 sec): 3 clusters
  Score: Raw -852949.720122 + Penalty 2890.544943 = -850059.175179
  nChanged 270
		SP:Iteration 11Q (6286.210000 sec): 3 clusters
  Score: Raw -853219.043404 + Penalty 2890.544943 = -850328.498461
  nChanged 206
		SP:Iteration 12Q (6286.220000 sec): 3 clusters
  Score: Raw -853373.632929 + Penalty 2890.544943 = -850483.087986
  nChanged 129
		SP:Iteration 13Q (6286.240000 sec): 3 clusters
  Score: Raw -853435.527513 + Penalty 2890.544943 = -850544.982571
  nChanged 79
		SP:Iteration 14Q (6286.260000 sec): 3 clusters
  Score: Raw -853467.707760 + Penalty 2890.544943 = -850577.162817
  nChanged 51
		SP:Iteration 15Q (6286.270000 sec): 3 clusters
  Score: Raw -853481.588187 + Penalty 2890.544943 = -850591.043245
  nChanged 30
		SP:Iteration 16Q (6286.280000 sec): 3 clusters
  Score: Raw -853489.737723 + Penalty 2890.544943 = -850599.192780
  nChanged 24
		SP:Iteration 17Q (6286.300000 sec): 3 clusters
  Score: Raw -853495.787003 + Penalty 2890.544943 = -850605.242060
  nChanged 14
		SP:Iteration 18Q (6286.320000 sec): 3 clusters
  Score: Raw -853498.989413 + Penalty 2890.544943 = -850608.444470
  nChanged 15
		SP:Iteration 19Q (6286.330000 sec): 3 clusters
  Score: Raw -853502.460713 + Penalty 2890.544943 = -850611.915770
  nChanged 11
		SP:Iteration 20F (6286.350000 sec): 3 clusters
  Score: Raw -853505.032145 + Penalty 2890.544943 = -850614.487202
  nChanged 8
		SP:Iteration 21Q (6286.360000 sec): 3 clusters
  Score: Raw -853506.434584 + Penalty 2890.544943 = -850615.889642
  nChanged 7
		SP:Iteration 22Q (6286.380000 sec): 3 clusters
  Score: Raw -853507.209114 + Penalty 2890.544943 = -850616.664171
  nChanged 3
		SP:Iteration 23Q (6286.400000 sec): 3 clusters
  Score: Raw -853507.755845 + Penalty 2890.544943 = -850617.210903
  nChanged 1
		SP:Iteration 24Q (6286.410000 sec): 3 clusters
  Score: Raw -853508.045425 + Penalty 2890.544943 = -850617.500482
  nChanged 0
		SP:Iteration 25F (6286.430000 sec): 3 clusters
  Score: Raw -853508.045425 + Penalty 2890.544943 = -850617.500482
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 30 (11434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6286.460000 sec): 2 clusters
  Score: Raw -1321256.971188 + Penalty 1518.456331 = -1319738.514857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6286.490000 sec): 3 clusters
  Score: Raw -1314645.266722 + Penalty 3036.912662 = -1311608.354061
  nChanged 4966
		SP:Iteration 1F (6286.520000 sec): 3 clusters
  Score: Raw -1317214.160673 + Penalty 3036.912662 = -1314177.248011
  nChanged 634
		SP:Iteration 2F (6286.550000 sec): 3 clusters
  Score: Raw -1317453.825361 + Penalty 3036.912662 = -1314416.912699
  nChanged 552
		SP:Iteration 3Q (6286.580000 sec): 3 clusters
  Score: Raw -1317676.884797 + Penalty 3036.912662 = -1314639.972135
  nChanged 520
		SP:Iteration 4Q (6286.600000 sec): 3 clusters
  Score: Raw -1317913.497940 + Penalty 3036.912662 = -1314876.585278
  nChanged 550
		SP:Iteration 5Q (6286.630000 sec): 3 clusters
  Score: Raw -1318183.981738 + Penalty 3036.912662 = -1315147.069076
  nChanged 540
		SP:Iteration 6Q (6286.660000 sec): 3 clusters
  Score: Raw -1318483.122173 + Penalty 3036.912662 = -1315446.209511
  nChanged 607
		SP:Iteration 7F (6286.690000 sec): 3 clusters
  Score: Raw -1318874.370444 + Penalty 3036.912662 = -1315837.457782
  nChanged 670
		SP:Iteration 8F (6286.720000 sec): 3 clusters
  Score: Raw -1319403.737872 + Penalty 3036.912662 = -1316366.825210
  nChanged 678
		SP:Iteration 9F (6286.750000 sec): 3 clusters
  Score: Raw -1320006.101116 + Penalty 3036.912662 = -1316969.188454
  nChanged 552
		SP:Iteration 10Q (6286.780000 sec): 3 clusters
  Score: Raw -1320528.603262 + Penalty 3036.912662 = -1317491.690600
  nChanged 386
		SP:Iteration 11Q (6286.800000 sec): 3 clusters
  Score: Raw -1320880.149291 + Penalty 3036.912662 = -1317843.236629
  nChanged 251
		SP:Iteration 12Q (6286.830000 sec): 3 clusters
  Score: Raw -1321099.641086 + Penalty 3036.912662 = -1318062.728425
  nChanged 152
		SP:Iteration 13Q (6286.850000 sec): 3 clusters
  Score: Raw -1321233.876613 + Penalty 3036.912662 = -1318196.963951
  nChanged 107
		SP:Iteration 14Q (6286.880000 sec): 3 clusters
  Score: Raw -1321315.317163 + Penalty 3036.912662 = -1318278.404501
  nChanged 63
		SP:Iteration 15Q (6286.900000 sec): 3 clusters
  Score: Raw -1321372.731953 + Penalty 3036.912662 = -1318335.819291
  nChanged 40
		SP:Iteration 16Q (6286.920000 sec): 3 clusters
  Score: Raw -1321410.487516 + Penalty 3036.912662 = -1318373.574854
  nChanged 31
		SP:Iteration 17Q (6286.940000 sec): 3 clusters
  Score: Raw -1321439.577358 + Penalty 3036.912662 = -1318402.664696
  nChanged 32
		SP:Iteration 18Q (6286.960000 sec): 3 clusters
  Score: Raw -1321465.007252 + Penalty 3036.912662 = -1318428.094590
  nChanged 14
		SP:Iteration 19Q (6286.980000 sec): 3 clusters
  Score: Raw -1321477.325262 + Penalty 3036.912662 = -1318440.412600
  nChanged 12
		SP:Iteration 20F (6287.020000 sec): 3 clusters
  Score: Raw -1321489.885914 + Penalty 3036.912662 = -1318452.973252
  nChanged 9
		SP:Iteration 21Q (6287.040000 sec): 3 clusters
  Score: Raw -1321498.761468 + Penalty 3036.912662 = -1318461.848806
  nChanged 9
		SP:Iteration 22Q (6287.060000 sec): 3 clusters
  Score: Raw -1321503.725246 + Penalty 3036.912662 = -1318466.812584
  nChanged 3
		SP:Iteration 23Q (6287.080000 sec): 3 clusters
  Score: Raw -1321506.047711 + Penalty 3036.912662 = -1318469.135049
  nChanged 3
		SP:Iteration 24Q (6287.100000 sec): 3 clusters
  Score: Raw -1321509.150148 + Penalty 3036.912662 = -1318472.237486
  nChanged 5
		SP:Iteration 25Q (6287.120000 sec): 3 clusters
  Score: Raw -1321514.675771 + Penalty 3036.912662 = -1318477.763109
  nChanged 4
		SP:Iteration 26Q (6287.140000 sec): 3 clusters
  Score: Raw -1321518.354486 + Penalty 3036.912662 = -1318481.441824
  nChanged 3
		SP:Iteration 27Q (6287.160000 sec): 3 clusters
  Score: Raw -1321520.867021 + Penalty 3036.912662 = -1318483.954359
  nChanged 0
		SP:Iteration 28F (6287.190000 sec): 3 clusters
  Score: Raw -1321520.867021 + Penalty 3036.912662 = -1318483.954359
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 31 (4470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.200000 sec): 2 clusters
  Score: Raw -503178.526590 + Penalty 1365.835849 = -501812.690741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.220000 sec): 3 clusters
  Score: Raw -500933.400873 + Penalty 2731.671698 = -498201.729174
  nChanged 1789
		SP:Iteration 1F (6287.230000 sec): 3 clusters
  Score: Raw -501952.313756 + Penalty 2731.671698 = -499220.642057
  nChanged 335
		SP:Iteration 2F (6287.240000 sec): 3 clusters
  Score: Raw -502169.396185 + Penalty 2731.671698 = -499437.724486
  nChanged 283
		SP:Iteration 3F (6287.250000 sec): 3 clusters
  Score: Raw -502338.865037 + Penalty 2731.671698 = -499607.193338
  nChanged 246
		SP:Iteration 4F (6287.260000 sec): 3 clusters
  Score: Raw -502514.786353 + Penalty 2731.671698 = -499783.114654
  nChanged 230
		SP:Iteration 5F (6287.270000 sec): 3 clusters
  Score: Raw -502680.760233 + Penalty 2731.671698 = -499949.088535
  nChanged 204
		SP:Iteration 6Q (6287.280000 sec): 3 clusters
  Score: Raw -502810.060381 + Penalty 2731.671698 = -500078.388683
  nChanged 165
		SP:Iteration 7Q (6287.300000 sec): 3 clusters
  Score: Raw -502914.370414 + Penalty 2731.671698 = -500182.698715
  nChanged 139
		SP:Iteration 8Q (6287.300000 sec): 3 clusters
  Score: Raw -502993.061253 + Penalty 2731.671698 = -500261.389555
  nChanged 104
		SP:Iteration 9Q (6287.320000 sec): 3 clusters
  Score: Raw -503052.086117 + Penalty 2731.671698 = -500320.414418
  nChanged 92
		SP:Iteration 10Q (6287.330000 sec): 3 clusters
  Score: Raw -503107.033721 + Penalty 2731.671698 = -500375.362023
  nChanged 69
		SP:Iteration 11Q (6287.340000 sec): 3 clusters
  Score: Raw -503149.807975 + Penalty 2731.671698 = -500418.136277
  nChanged 72
		SP:Iteration 12Q (6287.350000 sec): 3 clusters
  Score: Raw -503190.218758 + Penalty 2731.671698 = -500458.547059
  nChanged 49
		SP:Iteration 13Q (6287.360000 sec): 3 clusters
  Score: Raw -503219.053084 + Penalty 2731.671698 = -500487.381386
  nChanged 42
		SP:Iteration 14Q (6287.370000 sec): 3 clusters
  Score: Raw -503253.660910 + Penalty 2731.671698 = -500521.989211
  nChanged 43
		SP:Iteration 15Q (6287.380000 sec): 3 clusters
  Score: Raw -503286.831551 + Penalty 2731.671698 = -500555.159853
  nChanged 47
		SP:Iteration 16Q (6287.390000 sec): 3 clusters
  Score: Raw -503321.042345 + Penalty 2731.671698 = -500589.370646
  nChanged 40
		SP:Iteration 17Q (6287.400000 sec): 3 clusters
  Score: Raw -503346.545839 + Penalty 2731.671698 = -500614.874140
  nChanged 42
		SP:Iteration 18Q (6287.410000 sec): 3 clusters
  Score: Raw -503374.811200 + Penalty 2731.671698 = -500643.139501
  nChanged 45
		SP:Iteration 19Q (6287.420000 sec): 3 clusters
  Score: Raw -503403.156191 + Penalty 2731.671698 = -500671.484492
  nChanged 29
		SP:Iteration 20F (6287.430000 sec): 3 clusters
  Score: Raw -503424.664620 + Penalty 2731.671698 = -500692.992921
  nChanged 28
		SP:Iteration 21Q (6287.440000 sec): 3 clusters
  Score: Raw -503439.698523 + Penalty 2731.671698 = -500708.026825
  nChanged 18
		SP:Iteration 22Q (6287.450000 sec): 3 clusters
  Score: Raw -503449.491816 + Penalty 2731.671698 = -500717.820117
  nChanged 24
		SP:Iteration 23Q (6287.460000 sec): 3 clusters
  Score: Raw -503465.022145 + Penalty 2731.671698 = -500733.350446
  nChanged 26
		SP:Iteration 24Q (6287.470000 sec): 3 clusters
  Score: Raw -503481.336460 + Penalty 2731.671698 = -500749.664761
  nChanged 17
		SP:Iteration 25Q (6287.480000 sec): 3 clusters
  Score: Raw -503488.883047 + Penalty 2731.671698 = -500757.211349
  nChanged 17
		SP:Iteration 26Q (6287.490000 sec): 3 clusters
  Score: Raw -503496.258396 + Penalty 2731.671698 = -500764.586698
  nChanged 12
		SP:Iteration 27Q (6287.500000 sec): 3 clusters
  Score: Raw -503504.075268 + Penalty 2731.671698 = -500772.403570
  nChanged 15
		SP:Iteration 28Q (6287.510000 sec): 3 clusters
  Score: Raw -503514.657533 + Penalty 2731.671698 = -500782.985835
  nChanged 13
		SP:Iteration 29Q (6287.520000 sec): 3 clusters
  Score: Raw -503521.972661 + Penalty 2731.671698 = -500790.300963
  nChanged 16
		SP:Iteration 30Q (6287.530000 sec): 3 clusters
  Score: Raw -503533.436940 + Penalty 2731.671698 = -500801.765241
  nChanged 18
		SP:Iteration 31Q (6287.540000 sec): 3 clusters
  Score: Raw -503544.606885 + Penalty 2731.671698 = -500812.935186
  nChanged 15
		SP:Iteration 32Q (6287.550000 sec): 3 clusters
  Score: Raw -503554.225713 + Penalty 2731.671698 = -500822.554014
  nChanged 10
		SP:Iteration 33Q (6287.560000 sec): 3 clusters
  Score: Raw -503560.693241 + Penalty 2731.671698 = -500829.021542
  nChanged 6
		SP:Iteration 34Q (6287.560000 sec): 3 clusters
  Score: Raw -503564.998980 + Penalty 2731.671698 = -500833.327282
  nChanged 9
		SP:Iteration 35Q (6287.580000 sec): 3 clusters
  Score: Raw -503575.751710 + Penalty 2731.671698 = -500844.080012
  nChanged 12
		SP:Iteration 36Q (6287.580000 sec): 3 clusters
  Score: Raw -503588.962191 + Penalty 2731.671698 = -500857.290492
  nChanged 15
		SP:Iteration 37Q (6287.590000 sec): 3 clusters
  Score: Raw -503599.589722 + Penalty 2731.671698 = -500867.918023
  nChanged 11
		SP:Iteration 38Q (6287.600000 sec): 3 clusters
  Score: Raw -503606.204214 + Penalty 2731.671698 = -500874.532515
  nChanged 9
		SP:Iteration 39Q (6287.610000 sec): 3 clusters
  Score: Raw -503612.205509 + Penalty 2731.671698 = -500880.533810
  nChanged 10
		SP:Iteration 40F (6287.620000 sec): 3 clusters
  Score: Raw -503620.608882 + Penalty 2731.671698 = -500888.937183
  nChanged 9
		SP:Iteration 41Q (6287.630000 sec): 3 clusters
  Score: Raw -503625.844399 + Penalty 2731.671698 = -500894.172701
  nChanged 13
		SP:Iteration 42Q (6287.640000 sec): 3 clusters
  Score: Raw -503635.100627 + Penalty 2731.671698 = -500903.428928
  nChanged 10
		SP:Iteration 43Q (6287.650000 sec): 3 clusters
  Score: Raw -503639.546813 + Penalty 2731.671698 = -500907.875114
  nChanged 9
		SP:Iteration 44Q (6287.660000 sec): 3 clusters
  Score: Raw -503645.814023 + Penalty 2731.671698 = -500914.142325
  nChanged 13
		SP:Iteration 45Q (6287.670000 sec): 3 clusters
  Score: Raw -503658.848002 + Penalty 2731.671698 = -500927.176304
  nChanged 17
		SP:Iteration 46Q (6287.680000 sec): 3 clusters
  Score: Raw -503678.085987 + Penalty 2731.671698 = -500946.414288
  nChanged 16
		SP:Iteration 47Q (6287.680000 sec): 3 clusters
  Score: Raw -503693.028992 + Penalty 2731.671698 = -500961.357293
  nChanged 17
		SP:Iteration 48Q (6287.700000 sec): 3 clusters
  Score: Raw -503710.094023 + Penalty 2731.671698 = -500978.422324
  nChanged 15
		SP:Iteration 49Q (6287.700000 sec): 3 clusters
  Score: Raw -503724.901009 + Penalty 2731.671698 = -500993.229311
  nChanged 13
		SP:Iteration 50Q (6287.710000 sec): 3 clusters
  Score: Raw -503731.660027 + Penalty 2731.671698 = -500999.988328
  nChanged 4
		SP:Iteration 51Q (6287.720000 sec): 3 clusters
  Score: Raw -503735.097569 + Penalty 2731.671698 = -501003.425871
  nChanged 3
		SP:Iteration 52Q (6287.730000 sec): 3 clusters
  Score: Raw -503738.129277 + Penalty 2731.671698 = -501006.457579
  nChanged 4
		SP:Iteration 53Q (6287.740000 sec): 3 clusters
  Score: Raw -503742.666568 + Penalty 2731.671698 = -501010.994870
  nChanged 6
		SP:Iteration 54Q (6287.750000 sec): 3 clusters
  Score: Raw -503748.027676 + Penalty 2731.671698 = -501016.355978
  nChanged 7
		SP:Iteration 55Q (6287.760000 sec): 3 clusters
  Score: Raw -503751.785498 + Penalty 2731.671698 = -501020.113800
  nChanged 1
		SP:Iteration 56Q (6287.770000 sec): 3 clusters
  Score: Raw -503752.532713 + Penalty 2731.671698 = -501020.861015
  nChanged 2
		SP:Iteration 57Q (6287.770000 sec): 3 clusters
  Score: Raw -503753.502568 + Penalty 2731.671698 = -501021.830870
  nChanged 3
		SP:Iteration 58Q (6287.780000 sec): 3 clusters
  Score: Raw -503754.969097 + Penalty 2731.671698 = -501023.297398
  nChanged 1
		SP:Iteration 59Q (6287.790000 sec): 3 clusters
  Score: Raw -503755.592553 + Penalty 2731.671698 = -501023.920854
  nChanged 2
		SP:Iteration 60F (6287.800000 sec): 3 clusters
  Score: Raw -503757.430959 + Penalty 2731.671698 = -501025.759261
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 32 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6287.810000 sec): 2 clusters
  Score: Raw -371871.021518 + Penalty 1330.255224 = -370540.766294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6287.820000 sec): 3 clusters
  Score: Raw -370151.298949 + Penalty 2660.510448 = -367490.788501
  nChanged 1360
		SP:Iteration 1F (6287.830000 sec): 3 clusters
  Score: Raw -371108.678209 + Penalty 2660.510448 = -368448.167761
  nChanged 347
		SP:Iteration 2F (6287.840000 sec): 3 clusters
  Score: Raw -371440.884934 + Penalty 2660.510448 = -368780.374486
  nChanged 240
		SP:Iteration 3F (6287.850000 sec): 3 clusters
  Score: Raw -371651.383695 + Penalty 2660.510448 = -368990.873247
  nChanged 202
		SP:Iteration 4F (6287.860000 sec): 3 clusters
  Score: Raw -371814.501468 + Penalty 2660.510448 = -369153.991020
  nChanged 143
		SP:Iteration 5Q (6287.870000 sec): 3 clusters
  Score: Raw -371913.794377 + Penalty 2660.510448 = -369253.283929
  nChanged 115
		SP:Iteration 6Q (6287.870000 sec): 3 clusters
  Score: Raw -371985.514845 + Penalty 2660.510448 = -369325.004397
  nChanged 84
		SP:Iteration 7Q (6287.890000 sec): 3 clusters
  Score: Raw -372045.294496 + Penalty 2660.510448 = -369384.784048
  nChanged 66
		SP:Iteration 8Q (6287.890000 sec): 3 clusters
  Score: Raw -372076.548632 + Penalty 2660.510448 = -369416.038184
  nChanged 50
		SP:Iteration 9Q (6287.900000 sec): 3 clusters
  Score: Raw -372104.317594 + Penalty 2660.510448 = -369443.807146
  nChanged 46
		SP:Iteration 10Q (6287.910000 sec): 3 clusters
  Score: Raw -372125.016108 + Penalty 2660.510448 = -369464.505660
  nChanged 32
		SP:Iteration 11Q (6287.920000 sec): 3 clusters
  Score: Raw -372137.443683 + Penalty 2660.510448 = -369476.933235
  nChanged 23
		SP:Iteration 12Q (6287.930000 sec): 3 clusters
  Score: Raw -372147.900020 + Penalty 2660.510448 = -369487.389572
  nChanged 18
		SP:Iteration 13Q (6287.930000 sec): 3 clusters
  Score: Raw -372156.823305 + Penalty 2660.510448 = -369496.312857
  nChanged 22
		SP:Iteration 14Q (6287.950000 sec): 3 clusters
  Score: Raw -372165.482152 + Penalty 2660.510448 = -369504.971704
  nChanged 24
		SP:Iteration 15Q (6287.950000 sec): 3 clusters
  Score: Raw -372175.503462 + Penalty 2660.510448 = -369514.993014
  nChanged 23
		SP:Iteration 16Q (6287.960000 sec): 3 clusters
  Score: Raw -372186.086637 + Penalty 2660.510448 = -369525.576189
  nChanged 26
		SP:Iteration 17Q (6287.970000 sec): 3 clusters
  Score: Raw -372197.699345 + Penalty 2660.510448 = -369537.188897
  nChanged 20
		SP:Iteration 18Q (6287.980000 sec): 3 clusters
  Score: Raw -372208.673483 + Penalty 2660.510448 = -369548.163035
  nChanged 22
		SP:Iteration 19Q (6287.990000 sec): 3 clusters
  Score: Raw -372218.598124 + Penalty 2660.510448 = -369558.087676
  nChanged 20
		SP:Iteration 20F (6287.990000 sec): 3 clusters
  Score: Raw -372229.593517 + Penalty 2660.510448 = -369569.083069
  nChanged 19
		SP:Iteration 21Q (6288.000000 sec): 3 clusters
  Score: Raw -372237.939525 + Penalty 2660.510448 = -369577.429077
  nChanged 17
		SP:Iteration 22Q (6288.010000 sec): 3 clusters
  Score: Raw -372247.299897 + Penalty 2660.510448 = -369586.789449
  nChanged 14
		SP:Iteration 23Q (6288.020000 sec): 3 clusters
  Score: Raw -372251.317203 + Penalty 2660.510448 = -369590.806755
  nChanged 3
		SP:Iteration 24Q (6288.030000 sec): 3 clusters
  Score: Raw -372252.735486 + Penalty 2660.510448 = -369592.225038
  nChanged 1
		SP:Iteration 25Q (6288.040000 sec): 3 clusters
  Score: Raw -372252.933117 + Penalty 2660.510448 = -369592.422669
  nChanged 0
		SP:Iteration 26F (6288.050000 sec): 3 clusters
  Score: Raw -372252.933117 + Penalty 2660.510448 = -369592.422669
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 33 (9604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6288.070000 sec): 2 clusters
  Score: Raw -1097779.287786 + Penalty 1490.114431 = -1096289.173355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6288.100000 sec): 3 clusters
  Score: Raw -1092362.473830 + Penalty 2980.228861 = -1089382.244969
  nChanged 4142
		SP:Iteration 1F (6288.120000 sec): 3 clusters
  Score: Raw -1094680.033534 + Penalty 2980.228861 = -1091699.804673
  nChanged 662
		SP:Iteration 2F (6288.150000 sec): 3 clusters
  Score: Raw -1095062.480445 + Penalty 2980.228861 = -1092082.251584
  nChanged 610
		SP:Iteration 3F (6288.170000 sec): 3 clusters
  Score: Raw -1095446.622590 + Penalty 2980.228861 = -1092466.393729
  nChanged 588
		SP:Iteration 4F (6288.190000 sec): 3 clusters
  Score: Raw -1095806.226031 + Penalty 2980.228861 = -1092825.997170
  nChanged 484
		SP:Iteration 5F (6288.220000 sec): 3 clusters
  Score: Raw -1096096.433532 + Penalty 2980.228861 = -1093116.204671
  nChanged 466
		SP:Iteration 6Q (6288.240000 sec): 3 clusters
  Score: Raw -1096348.276735 + Penalty 2980.228861 = -1093368.047874
  nChanged 436
		SP:Iteration 7Q (6288.270000 sec): 3 clusters
  Score: Raw -1096576.582785 + Penalty 2980.228861 = -1093596.353924
  nChanged 404
		SP:Iteration 8Q (6288.290000 sec): 3 clusters
  Score: Raw -1096801.667816 + Penalty 2980.228861 = -1093821.438955
  nChanged 356
		SP:Iteration 9Q (6288.310000 sec): 3 clusters
  Score: Raw -1097011.679928 + Penalty 2980.228861 = -1094031.451067
  nChanged 324
		SP:Iteration 10Q (6288.330000 sec): 3 clusters
  Score: Raw -1097212.689943 + Penalty 2980.228861 = -1094232.461081
  nChanged 313
		SP:Iteration 11Q (6288.360000 sec): 3 clusters
  Score: Raw -1097434.556743 + Penalty 2980.228861 = -1094454.327882
  nChanged 266
		SP:Iteration 12Q (6288.380000 sec): 3 clusters
  Score: Raw -1097623.390467 + Penalty 2980.228861 = -1094643.161606
  nChanged 220
		SP:Iteration 13Q (6288.410000 sec): 3 clusters
  Score: Raw -1097761.705461 + Penalty 2980.228861 = -1094781.476600
  nChanged 194
		SP:Iteration 14Q (6288.430000 sec): 3 clusters
  Score: Raw -1097873.006156 + Penalty 2980.228861 = -1094892.777295
  nChanged 159
		SP:Iteration 15Q (6288.450000 sec): 3 clusters
  Score: Raw -1097953.735891 + Penalty 2980.228861 = -1094973.507030
  nChanged 136
		SP:Iteration 16Q (6288.470000 sec): 3 clusters
  Score: Raw -1098013.605583 + Penalty 2980.228861 = -1095033.376722
  nChanged 113
		SP:Iteration 17Q (6288.490000 sec): 3 clusters
  Score: Raw -1098063.445747 + Penalty 2980.228861 = -1095083.216886
  nChanged 107
		SP:Iteration 18Q (6288.510000 sec): 3 clusters
  Score: Raw -1098108.844223 + Penalty 2980.228861 = -1095128.615361
  nChanged 103
		SP:Iteration 19Q (6288.530000 sec): 3 clusters
  Score: Raw -1098159.669736 + Penalty 2980.228861 = -1095179.440875
  nChanged 102
		SP:Iteration 20F (6288.560000 sec): 3 clusters
  Score: Raw -1098203.687050 + Penalty 2980.228861 = -1095223.458189
  nChanged 98
		SP:Iteration 21Q (6288.580000 sec): 3 clusters
  Score: Raw -1098250.999289 + Penalty 2980.228861 = -1095270.770428
  nChanged 96
		SP:Iteration 22Q (6288.600000 sec): 3 clusters
  Score: Raw -1098301.779604 + Penalty 2980.228861 = -1095321.550742
  nChanged 81
		SP:Iteration 23Q (6288.620000 sec): 3 clusters
  Score: Raw -1098344.886955 + Penalty 2980.228861 = -1095364.658093
  nChanged 64
		SP:Iteration 24Q (6288.640000 sec): 3 clusters
  Score: Raw -1098374.381520 + Penalty 2980.228861 = -1095394.152659
  nChanged 59
		SP:Iteration 25Q (6288.660000 sec): 3 clusters
  Score: Raw -1098401.135036 + Penalty 2980.228861 = -1095420.906174
  nChanged 66
		SP:Iteration 26Q (6288.680000 sec): 3 clusters
  Score: Raw -1098431.912213 + Penalty 2980.228861 = -1095451.683352
  nChanged 55
		SP:Iteration 27Q (6288.700000 sec): 3 clusters
  Score: Raw -1098457.288671 + Penalty 2980.228861 = -1095477.059810
  nChanged 59
		SP:Iteration 28Q (6288.720000 sec): 3 clusters
  Score: Raw -1098482.803894 + Penalty 2980.228861 = -1095502.575033
  nChanged 46
		SP:Iteration 29Q (6288.730000 sec): 3 clusters
  Score: Raw -1098504.769961 + Penalty 2980.228861 = -1095524.541099
  nChanged 39
		SP:Iteration 30Q (6288.750000 sec): 3 clusters
  Score: Raw -1098520.809356 + Penalty 2980.228861 = -1095540.580495
  nChanged 31
		SP:Iteration 31Q (6288.770000 sec): 3 clusters
  Score: Raw -1098534.092947 + Penalty 2980.228861 = -1095553.864086
  nChanged 25
		SP:Iteration 32Q (6288.790000 sec): 3 clusters
  Score: Raw -1098545.207769 + Penalty 2980.228861 = -1095564.978908
  nChanged 32
		SP:Iteration 33Q (6288.810000 sec): 3 clusters
  Score: Raw -1098558.769874 + Penalty 2980.228861 = -1095578.541013
  nChanged 27
		SP:Iteration 34Q (6288.830000 sec): 3 clusters
  Score: Raw -1098571.011696 + Penalty 2980.228861 = -1095590.782835
  nChanged 25
		SP:Iteration 35Q (6288.850000 sec): 3 clusters
  Score: Raw -1098580.325332 + Penalty 2980.228861 = -1095600.096471
  nChanged 17
		SP:Iteration 36Q (6288.870000 sec): 3 clusters
  Score: Raw -1098586.368691 + Penalty 2980.228861 = -1095606.139830
  nChanged 14
		SP:Iteration 37Q (6288.880000 sec): 3 clusters
  Score: Raw -1098592.646206 + Penalty 2980.228861 = -1095612.417345
  nChanged 13
		SP:Iteration 38Q (6288.900000 sec): 3 clusters
  Score: Raw -1098597.335396 + Penalty 2980.228861 = -1095617.106535
  nChanged 7
		SP:Iteration 39Q (6288.920000 sec): 3 clusters
  Score: Raw -1098599.199985 + Penalty 2980.228861 = -1095618.971124
  nChanged 7
		SP:Iteration 40F (6288.950000 sec): 3 clusters
  Score: Raw -1098601.818626 + Penalty 2980.228861 = -1095621.589765
  nChanged 8
		SP:Iteration 41Q (6288.960000 sec): 3 clusters
  Score: Raw -1098604.073828 + Penalty 2980.228861 = -1095623.844967
  nChanged 5
		SP:Iteration 42Q (6288.980000 sec): 3 clusters
  Score: Raw -1098606.018740 + Penalty 2980.228861 = -1095625.789879
  nChanged 5
		SP:Iteration 43Q (6289.000000 sec): 3 clusters
  Score: Raw -1098609.083127 + Penalty 2980.228861 = -1095628.854266
  nChanged 7
		SP:Iteration 44Q (6289.020000 sec): 3 clusters
  Score: Raw -1098612.860264 + Penalty 2980.228861 = -1095632.631403
  nChanged 8
		SP:Iteration 45Q (6289.040000 sec): 3 clusters
  Score: Raw -1098616.092834 + Penalty 2980.228861 = -1095635.863973
  nChanged 5
		SP:Iteration 46Q (6289.050000 sec): 3 clusters
  Score: Raw -1098617.862405 + Penalty 2980.228861 = -1095637.633544
  nChanged 3
		SP:Iteration 47Q (6289.070000 sec): 3 clusters
  Score: Raw -1098618.940335 + Penalty 2980.228861 = -1095638.711474
  nChanged 2
		SP:Iteration 48Q (6289.090000 sec): 3 clusters
  Score: Raw -1098619.445506 + Penalty 2980.228861 = -1095639.216644
  nChanged 2
		SP:Iteration 49Q (6289.110000 sec): 3 clusters
  Score: Raw -1098620.202455 + Penalty 2980.228861 = -1095639.973594
  nChanged 2
		SP:Iteration 50Q (6289.130000 sec): 3 clusters
  Score: Raw -1098620.714026 + Penalty 2980.228861 = -1095640.485165
  nChanged 1
		SP:Iteration 51Q (6289.150000 sec): 3 clusters
  Score: Raw -1098620.823563 + Penalty 2980.228861 = -1095640.594702
  nChanged 0
		SP:Iteration 52F (6289.170000 sec): 3 clusters
  Score: Raw -1098620.823563 + Penalty 2980.228861 = -1095640.594702
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 34 (12136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6289.200000 sec): 2 clusters
  Score: Raw -1475174.336555 + Penalty 1528.138872 = -1473646.197683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6289.230000 sec): 3 clusters
  Score: Raw -1468174.840531 + Penalty 3056.277744 = -1465118.562787
  nChanged 5378
		SP:Iteration 1F (6289.270000 sec): 3 clusters
  Score: Raw -1471076.441352 + Penalty 3056.277744 = -1468020.163607
  nChanged 709
		SP:Iteration 2F (6289.290000 sec): 3 clusters
  Score: Raw -1471416.335850 + Penalty 3056.277744 = -1468360.058106
  nChanged 709
		SP:Iteration 3F (6289.330000 sec): 3 clusters
  Score: Raw -1471774.232133 + Penalty 3056.277744 = -1468717.954388
  nChanged 717
		SP:Iteration 4F (6289.350000 sec): 3 clusters
  Score: Raw -1472199.716668 + Penalty 3056.277744 = -1469143.438924
  nChanged 764
		SP:Iteration 5F (6289.390000 sec): 3 clusters
  Score: Raw -1472723.042790 + Penalty 3056.277744 = -1469666.765045
  nChanged 796
		SP:Iteration 6F (6289.420000 sec): 3 clusters
  Score: Raw -1473331.568379 + Penalty 3056.277744 = -1470275.290635
  nChanged 714
		SP:Iteration 7F (6289.450000 sec): 3 clusters
  Score: Raw -1473934.761271 + Penalty 3056.277744 = -1470878.483527
  nChanged 582
		SP:Iteration 8Q (6289.480000 sec): 3 clusters
  Score: Raw -1474471.207769 + Penalty 3056.277744 = -1471414.930025
  nChanged 431
		SP:Iteration 9Q (6289.510000 sec): 3 clusters
  Score: Raw -1474895.948749 + Penalty 3056.277744 = -1471839.671004
  nChanged 237
		SP:Iteration 10Q (6289.530000 sec): 3 clusters
  Score: Raw -1475124.990570 + Penalty 3056.277744 = -1472068.712826
  nChanged 111
		SP:Iteration 11Q (6289.560000 sec): 3 clusters
  Score: Raw -1475239.890992 + Penalty 3056.277744 = -1472183.613248
  nChanged 59
		SP:Iteration 12Q (6289.580000 sec): 3 clusters
  Score: Raw -1475305.080192 + Penalty 3056.277744 = -1472248.802448
  nChanged 28
		SP:Iteration 13Q (6289.610000 sec): 3 clusters
  Score: Raw -1475339.482803 + Penalty 3056.277744 = -1472283.205059
  nChanged 23
		SP:Iteration 14Q (6289.630000 sec): 3 clusters
  Score: Raw -1475373.848664 + Penalty 3056.277744 = -1472317.570920
  nChanged 13
		SP:Iteration 15Q (6289.650000 sec): 3 clusters
  Score: Raw -1475388.218411 + Penalty 3056.277744 = -1472331.940667
  nChanged 8
		SP:Iteration 16Q (6289.670000 sec): 3 clusters
  Score: Raw -1475397.444900 + Penalty 3056.277744 = -1472341.167156
  nChanged 9
		SP:Iteration 17Q (6289.690000 sec): 3 clusters
  Score: Raw -1475405.239761 + Penalty 3056.277744 = -1472348.962016
  nChanged 3
		SP:Iteration 18Q (6289.710000 sec): 3 clusters
  Score: Raw -1475409.376247 + Penalty 3056.277744 = -1472353.098503
  nChanged 5
		SP:Iteration 19Q (6289.740000 sec): 3 clusters
  Score: Raw -1475415.381908 + Penalty 3056.277744 = -1472359.104163
  nChanged 6
		SP:Iteration 20F (6289.770000 sec): 3 clusters
  Score: Raw -1475426.911390 + Penalty 3056.277744 = -1472370.633646
  nChanged 8
		SP:Iteration 21Q (6289.790000 sec): 3 clusters
  Score: Raw -1475436.331620 + Penalty 3056.277744 = -1472380.053876
  nChanged 6
		SP:Iteration 22Q (6289.810000 sec): 3 clusters
  Score: Raw -1475448.818410 + Penalty 3056.277744 = -1472392.540666
  nChanged 6
		SP:Iteration 23Q (6289.830000 sec): 3 clusters
  Score: Raw -1475456.905963 + Penalty 3056.277744 = -1472400.628219
  nChanged 5
		SP:Iteration 24Q (6289.850000 sec): 3 clusters
  Score: Raw -1475462.902867 + Penalty 3056.277744 = -1472406.625122
  nChanged 4
		SP:Iteration 25Q (6289.870000 sec): 3 clusters
  Score: Raw -1475471.646776 + Penalty 3056.277744 = -1472415.369032
  nChanged 5
		SP:Iteration 26Q (6289.890000 sec): 3 clusters
  Score: Raw -1475477.904512 + Penalty 3056.277744 = -1472421.626767
  nChanged 5
		SP:Iteration 27Q (6289.910000 sec): 3 clusters
  Score: Raw -1475485.497218 + Penalty 3056.277744 = -1472429.219474
  nChanged 7
		SP:Iteration 28Q (6289.930000 sec): 3 clusters
  Score: Raw -1475496.878938 + Penalty 3056.277744 = -1472440.601194
  nChanged 4
		SP:Iteration 29Q (6289.950000 sec): 3 clusters
  Score: Raw -1475501.763680 + Penalty 3056.277744 = -1472445.485936
  nChanged 0
		SP:Iteration 30F (6289.980000 sec): 3 clusters
  Score: Raw -1475501.763680 + Penalty 3056.277744 = -1472445.485936
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 35 (64498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6290.170000 sec): 2 clusters
  Score: Raw -7481740.306866 + Penalty 1799.588293 = -7479940.718573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6290.330000 sec): 3 clusters
  Score: Raw -7440651.738428 + Penalty 3599.176586 = -7437052.561843
  nChanged 30328
		SP:Iteration 1F (6290.500000 sec): 3 clusters
  Score: Raw -7458070.477942 + Penalty 3599.176586 = -7454471.301357
  nChanged 2538
		SP:Iteration 2Q (6290.670000 sec): 3 clusters
  Score: Raw -7458832.022897 + Penalty 3599.176586 = -7455232.846311
  nChanged 2778
		SP:Iteration 3Q (6290.840000 sec): 3 clusters
  Score: Raw -7459785.120575 + Penalty 3599.176586 = -7456185.943989
  nChanged 3126
		SP:Iteration 4Q (6291.010000 sec): 3 clusters
  Score: Raw -7461004.834156 + Penalty 3599.176586 = -7457405.657570
  nChanged 3452
		SP:Iteration 5F (6291.180000 sec): 3 clusters
  Score: Raw -7462475.549694 + Penalty 3599.176586 = -7458876.373109
  nChanged 3556
		SP:Iteration 6F (6291.350000 sec): 3 clusters
  Score: Raw -7464070.763215 + Penalty 3599.176586 = -7460471.586629
  nChanged 3546
		SP:Iteration 7F (6291.510000 sec): 3 clusters
  Score: Raw -7465701.156439 + Penalty 3599.176586 = -7462101.979853
  nChanged 3324
		SP:Iteration 8F (6291.680000 sec): 3 clusters
  Score: Raw -7467242.359188 + Penalty 3599.176586 = -7463643.182602
  nChanged 3101
		SP:Iteration 9Q (6291.850000 sec): 3 clusters
  Score: Raw -7468731.308916 + Penalty 3599.176586 = -7465132.132331
  nChanged 2936
		SP:Iteration 10Q (6292.020000 sec): 3 clusters
  Score: Raw -7470212.406431 + Penalty 3599.176586 = -7466613.229845
  nChanged 2802
		SP:Iteration 11Q (6292.190000 sec): 3 clusters
  Score: Raw -7471783.479600 + Penalty 3599.176586 = -7468184.303015
  nChanged 2794
		SP:Iteration 12Q (6292.360000 sec): 3 clusters
  Score: Raw -7473577.334641 + Penalty 3599.176586 = -7469978.158055
  nChanged 2771
		SP:Iteration 13Q (6292.530000 sec): 3 clusters
  Score: Raw -7475675.700131 + Penalty 3599.176586 = -7472076.523545
  nChanged 2528
		SP:Iteration 14Q (6292.700000 sec): 3 clusters
  Score: Raw -7477838.115575 + Penalty 3599.176586 = -7474238.938989
  nChanged 2006
		SP:Iteration 15Q (6292.860000 sec): 3 clusters
  Score: Raw -7479710.128901 + Penalty 3599.176586 = -7476110.952315
  nChanged 1284
		SP:Iteration 16Q (6293.020000 sec): 3 clusters
  Score: Raw -7480909.714288 + Penalty 3599.176586 = -7477310.537702
  nChanged 599
		SP:Iteration 17Q (6293.160000 sec): 3 clusters
  Score: Raw -7481468.786191 + Penalty 3599.176586 = -7477869.609605
  nChanged 270
		SP:Iteration 18Q (6293.290000 sec): 3 clusters
  Score: Raw -7481706.381603 + Penalty 3599.176586 = -7478107.205017
  nChanged 134
		SP:Iteration 19Q (6293.410000 sec): 3 clusters
  Score: Raw -7481827.138448 + Penalty 3599.176586 = -7478227.961862
  nChanged 74
		SP:Iteration 20F (6293.580000 sec): 3 clusters
  Score: Raw -7481909.492874 + Penalty 3599.176586 = -7478310.316288
  nChanged 50
		SP:Iteration 21Q (6293.690000 sec): 3 clusters
  Score: Raw -7481962.535644 + Penalty 3599.176586 = -7478363.359058
  nChanged 35
		SP:Iteration 22Q (6293.810000 sec): 3 clusters
  Score: Raw -7481998.372521 + Penalty 3599.176586 = -7478399.195935
  nChanged 22
		SP:Iteration 23Q (6293.930000 sec): 3 clusters
  Score: Raw -7482019.441477 + Penalty 3599.176586 = -7478420.264891
  nChanged 17
		SP:Iteration 24Q (6294.050000 sec): 3 clusters
  Score: Raw -7482035.548329 + Penalty 3599.176586 = -7478436.371743
  nChanged 16
		SP:Iteration 25Q (6294.160000 sec): 3 clusters
  Score: Raw -7482050.003937 + Penalty 3599.176586 = -7478450.827351
  nChanged 7
		SP:Iteration 26Q (6294.280000 sec): 3 clusters
  Score: Raw -7482059.761525 + Penalty 3599.176586 = -7478460.584940
  nChanged 11
		SP:Iteration 27Q (6294.390000 sec): 3 clusters
  Score: Raw -7482068.468285 + Penalty 3599.176586 = -7478469.291699
  nChanged 5
		SP:Iteration 28Q (6294.510000 sec): 3 clusters
  Score: Raw -7482071.877003 + Penalty 3599.176586 = -7478472.700418
  nChanged 3
		SP:Iteration 29Q (6294.620000 sec): 3 clusters
  Score: Raw -7482073.441792 + Penalty 3599.176586 = -7478474.265206
  nChanged 3
		SP:Iteration 30Q (6294.740000 sec): 3 clusters
  Score: Raw -7482075.853353 + Penalty 3599.176586 = -7478476.676767
  nChanged 2
		SP:Iteration 31Q (6294.850000 sec): 3 clusters
  Score: Raw -7482077.766049 + Penalty 3599.176586 = -7478478.589463
  nChanged 2
		SP:Iteration 32Q (6294.970000 sec): 3 clusters
  Score: Raw -7482078.628622 + Penalty 3599.176586 = -7478479.452036
  nChanged 0
		SP:Iteration 33F (6295.130000 sec): 3 clusters
  Score: Raw -7482078.628622 + Penalty 3599.176586 = -7478479.452036
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 36 (5017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6295.170000 sec): 2 clusters
  Score: Raw -566102.841270 + Penalty 1384.595456 = -564718.245814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6295.190000 sec): 3 clusters
  Score: Raw -563563.548841 + Penalty 2769.190913 = -560794.357928
  nChanged 1987
		SP:Iteration 1F (6295.200000 sec): 3 clusters
  Score: Raw -564758.297123 + Penalty 2769.190913 = -561989.106210
  nChanged 408
		SP:Iteration 2F (6295.210000 sec): 3 clusters
  Score: Raw -565013.588583 + Penalty 2769.190913 = -562244.397670
  nChanged 287
		SP:Iteration 3F (6295.220000 sec): 3 clusters
  Score: Raw -565231.077894 + Penalty 2769.190913 = -562461.886981
  nChanged 297
		SP:Iteration 4F (6295.230000 sec): 3 clusters
  Score: Raw -565507.825324 + Penalty 2769.190913 = -562738.634411
  nChanged 283
		SP:Iteration 5F (6295.250000 sec): 3 clusters
  Score: Raw -565804.330680 + Penalty 2769.190913 = -563035.139767
  nChanged 294
		SP:Iteration 6F (6295.260000 sec): 3 clusters
  Score: Raw -566119.553707 + Penalty 2769.190913 = -563350.362794
  nChanged 259
		SP:Iteration 7F (6295.270000 sec): 3 clusters
  Score: Raw -566383.003214 + Penalty 2769.190913 = -563613.812302
  nChanged 224
		SP:Iteration 8Q (6295.290000 sec): 3 clusters
  Score: Raw -566572.268619 + Penalty 2769.190913 = -563803.077706
  nChanged 166
		SP:Iteration 9Q (6295.300000 sec): 3 clusters
  Score: Raw -566697.906606 + Penalty 2769.190913 = -563928.715693
  nChanged 117
		SP:Iteration 10Q (6295.310000 sec): 3 clusters
  Score: Raw -566770.935936 + Penalty 2769.190913 = -564001.745023
  nChanged 69
		SP:Iteration 11Q (6295.320000 sec): 3 clusters
  Score: Raw -566806.691107 + Penalty 2769.190913 = -564037.500194
  nChanged 47
		SP:Iteration 12Q (6295.330000 sec): 3 clusters
  Score: Raw -566830.818571 + Penalty 2769.190913 = -564061.627658
  nChanged 46
		SP:Iteration 13Q (6295.340000 sec): 3 clusters
  Score: Raw -566849.020401 + Penalty 2769.190913 = -564079.829488
  nChanged 24
		SP:Iteration 14Q (6295.350000 sec): 3 clusters
  Score: Raw -566858.543651 + Penalty 2769.190913 = -564089.352738
  nChanged 24
		SP:Iteration 15Q (6295.360000 sec): 3 clusters
  Score: Raw -566866.596046 + Penalty 2769.190913 = -564097.405133
  nChanged 19
		SP:Iteration 16Q (6295.370000 sec): 3 clusters
  Score: Raw -566873.183180 + Penalty 2769.190913 = -564103.992267
  nChanged 13
		SP:Iteration 17Q (6295.380000 sec): 3 clusters
  Score: Raw -566877.091730 + Penalty 2769.190913 = -564107.900817
  nChanged 9
		SP:Iteration 18Q (6295.390000 sec): 3 clusters
  Score: Raw -566879.384282 + Penalty 2769.190913 = -564110.193369
  nChanged 6
		SP:Iteration 19Q (6295.400000 sec): 3 clusters
  Score: Raw -566880.675280 + Penalty 2769.190913 = -564111.484367
  nChanged 4
		SP:Iteration 20F (6295.410000 sec): 3 clusters
  Score: Raw -566881.635259 + Penalty 2769.190913 = -564112.444346
  nChanged 3
		SP:Iteration 21Q (6295.430000 sec): 3 clusters
  Score: Raw -566882.519206 + Penalty 2769.190913 = -564113.328293
  nChanged 4
		SP:Iteration 22Q (6295.440000 sec): 3 clusters
  Score: Raw -566883.472476 + Penalty 2769.190913 = -564114.281563
  nChanged 3
		SP:Iteration 23Q (6295.450000 sec): 3 clusters
  Score: Raw -566884.118221 + Penalty 2769.190913 = -564114.927308
  nChanged 2
		SP:Iteration 24Q (6295.460000 sec): 3 clusters
  Score: Raw -566884.465513 + Penalty 2769.190913 = -564115.274600
  nChanged 3
		SP:Iteration 25Q (6295.470000 sec): 3 clusters
  Score: Raw -566885.601001 + Penalty 2769.190913 = -564116.410088
  nChanged 5
		SP:Iteration 26Q (6295.480000 sec): 3 clusters
  Score: Raw -566886.728165 + Penalty 2769.190913 = -564117.537252
  nChanged 3
		SP:Iteration 27Q (6295.490000 sec): 3 clusters
  Score: Raw -566887.353051 + Penalty 2769.190913 = -564118.162138
  nChanged 2
		SP:Iteration 28Q (6295.500000 sec): 3 clusters
  Score: Raw -566887.651463 + Penalty 2769.190913 = -564118.460550
  nChanged 0
		SP:Iteration 29F (6295.510000 sec): 3 clusters
  Score: Raw -566887.651463 + Penalty 2769.190913 = -564118.460550
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 37 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6295.520000 sec): 2 clusters
  Score: Raw -34755.742952 + Penalty 938.868503 = -33816.874450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6295.520000 sec): 3 clusters
  Score: Raw -34785.596868 + Penalty 1877.737005 = -32907.859863
  nChanged 59
		SP:Iteration 1F (6295.520000 sec): 3 clusters
  Score: Raw -34890.012023 + Penalty 1877.737005 = -33012.275018
  nChanged 10
		SP:Iteration 2Q (6295.520000 sec): 3 clusters
  Score: Raw -34915.186140 + Penalty 1877.737005 = -33037.449135
  nChanged 8
		SP:Iteration 3Q (6295.520000 sec): 3 clusters
  Score: Raw -34932.095528 + Penalty 1877.737005 = -33054.358523
  nChanged 2
		SP:Iteration 4Q (6295.520000 sec): 3 clusters
  Score: Raw -34934.700237 + Penalty 1877.737005 = -33056.963232
  nChanged 1
		SP:Iteration 5Q (6295.520000 sec): 3 clusters
  Score: Raw -34936.915700 + Penalty 1877.737005 = -33059.178695
  nChanged 0
		SP:Iteration 6F (6295.530000 sec): 3 clusters
  Score: Raw -34936.915700 + Penalty 1877.737005 = -33059.178695
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 38 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6295.530000 sec): 2 clusters
  Score: Raw -156389.645267 + Penalty 1175.670993 = -155213.974274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6295.530000 sec): 3 clusters
  Score: Raw -155855.170458 + Penalty 2351.341987 = -153503.828472
  nChanged 474
		SP:Iteration 1F (6295.540000 sec): 3 clusters
  Score: Raw -156212.181798 + Penalty 2351.341987 = -153860.839811
  nChanged 108
		SP:Iteration 2F (6295.540000 sec): 3 clusters
  Score: Raw -156306.451078 + Penalty 2351.341987 = -153955.109091
  nChanged 65
		SP:Iteration 3Q (6295.550000 sec): 3 clusters
  Score: Raw -156355.497233 + Penalty 2351.341987 = -154004.155247
  nChanged 52
		SP:Iteration 4Q (6295.550000 sec): 3 clusters
  Score: Raw -156393.924808 + Penalty 2351.341987 = -154042.582821
  nChanged 37
		SP:Iteration 5Q (6295.550000 sec): 3 clusters
  Score: Raw -156418.672684 + Penalty 2351.341987 = -154067.330697
  nChanged 30
		SP:Iteration 6Q (6295.550000 sec): 3 clusters
  Score: Raw -156442.506018 + Penalty 2351.341987 = -154091.164031
  nChanged 30
		SP:Iteration 7Q (6295.560000 sec): 3 clusters
  Score: Raw -156460.886582 + Penalty 2351.341987 = -154109.544596
  nChanged 24
		SP:Iteration 8Q (6295.560000 sec): 3 clusters
  Score: Raw -156479.667547 + Penalty 2351.341987 = -154128.325560
  nChanged 22
		SP:Iteration 9Q (6295.570000 sec): 3 clusters
  Score: Raw -156496.533490 + Penalty 2351.341987 = -154145.191503
  nChanged 27
		SP:Iteration 10Q (6295.570000 sec): 3 clusters
  Score: Raw -156519.647490 + Penalty 2351.341987 = -154168.305503
  nChanged 28
		SP:Iteration 11Q (6295.570000 sec): 3 clusters
  Score: Raw -156543.131907 + Penalty 2351.341987 = -154191.789921
  nChanged 13
		SP:Iteration 12Q (6295.570000 sec): 3 clusters
  Score: Raw -156554.098304 + Penalty 2351.341987 = -154202.756317
  nChanged 11
		SP:Iteration 13Q (6295.580000 sec): 3 clusters
  Score: Raw -156561.168547 + Penalty 2351.341987 = -154209.826561
  nChanged 9
		SP:Iteration 14Q (6295.580000 sec): 3 clusters
  Score: Raw -156569.460020 + Penalty 2351.341987 = -154218.118033
  nChanged 10
		SP:Iteration 15Q (6295.590000 sec): 3 clusters
  Score: Raw -156582.268940 + Penalty 2351.341987 = -154230.926953
  nChanged 11
		SP:Iteration 16Q (6295.590000 sec): 3 clusters
  Score: Raw -156595.373219 + Penalty 2351.341987 = -154244.031232
  nChanged 8
		SP:Iteration 17Q (6295.590000 sec): 3 clusters
  Score: Raw -156603.148886 + Penalty 2351.341987 = -154251.806899
  nChanged 6
		SP:Iteration 18Q (6295.590000 sec): 3 clusters
  Score: Raw -156608.706580 + Penalty 2351.341987 = -154257.364594
  nChanged 7
		SP:Iteration 19Q (6295.600000 sec): 3 clusters
  Score: Raw -156616.178529 + Penalty 2351.341987 = -154264.836543
  nChanged 6
		SP:Iteration 20F (6295.600000 sec): 3 clusters
  Score: Raw -156623.906137 + Penalty 2351.341987 = -154272.564150
  nChanged 2
		SP:Iteration 21Q (6295.610000 sec): 3 clusters
  Score: Raw -156627.433739 + Penalty 2351.341987 = -154276.091753
  nChanged 3
		SP:Iteration 22Q (6295.610000 sec): 3 clusters
  Score: Raw -156630.658535 + Penalty 2351.341987 = -154279.316548
  nChanged 4
		SP:Iteration 23Q (6295.610000 sec): 3 clusters
  Score: Raw -156634.841155 + Penalty 2351.341987 = -154283.499169
  nChanged 3
		SP:Iteration 24Q (6295.610000 sec): 3 clusters
  Score: Raw -156639.610075 + Penalty 2351.341987 = -154288.268088
  nChanged 5
		SP:Iteration 25Q (6295.620000 sec): 3 clusters
  Score: Raw -156644.000570 + Penalty 2351.341987 = -154292.658583
  nChanged 4
		SP:Iteration 26Q (6295.620000 sec): 3 clusters
  Score: Raw -156647.017222 + Penalty 2351.341987 = -154295.675235
  nChanged 0
		SP:Iteration 27F (6295.630000 sec): 3 clusters
  Score: Raw -156647.017222 + Penalty 2351.341987 = -154295.675235
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 39 (2248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6295.630000 sec): 2 clusters
  Score: Raw -260724.970722 + Penalty 1254.141884 = -259470.828838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6295.640000 sec): 3 clusters
  Score: Raw -259746.683320 + Penalty 2508.283769 = -257238.399551
  nChanged 785
		SP:Iteration 1F (6295.650000 sec): 3 clusters
  Score: Raw -260443.168431 + Penalty 2508.283769 = -257934.884663
  nChanged 216
		SP:Iteration 2F (6295.650000 sec): 3 clusters
  Score: Raw -260840.356490 + Penalty 2508.283769 = -258332.072721
  nChanged 194
		SP:Iteration 3F (6295.660000 sec): 3 clusters
  Score: Raw -261042.081263 + Penalty 2508.283769 = -258533.797495
  nChanged 136
		SP:Iteration 4F (6295.660000 sec): 3 clusters
  Score: Raw -261163.438401 + Penalty 2508.283769 = -258655.154632
  nChanged 118
		SP:Iteration 5F (6295.670000 sec): 3 clusters
  Score: Raw -261275.095951 + Penalty 2508.283769 = -258766.812182
  nChanged 81
		SP:Iteration 6Q (6295.670000 sec): 3 clusters
  Score: Raw -261342.184433 + Penalty 2508.283769 = -258833.900664
  nChanged 75
		SP:Iteration 7Q (6295.680000 sec): 3 clusters
  Score: Raw -261409.328487 + Penalty 2508.283769 = -258901.044719
  nChanged 66
		SP:Iteration 8Q (6295.690000 sec): 3 clusters
  Score: Raw -261468.866745 + Penalty 2508.283769 = -258960.582976
  nChanged 40
		SP:Iteration 9Q (6295.690000 sec): 3 clusters
  Score: Raw -261503.153624 + Penalty 2508.283769 = -258994.869855
  nChanged 34
		SP:Iteration 10Q (6295.690000 sec): 3 clusters
  Score: Raw -261543.446502 + Penalty 2508.283769 = -259035.162734
  nChanged 43
		SP:Iteration 11Q (6295.700000 sec): 3 clusters
  Score: Raw -261583.457139 + Penalty 2508.283769 = -259075.173371
  nChanged 23
		SP:Iteration 12Q (6295.710000 sec): 3 clusters
  Score: Raw -261603.383772 + Penalty 2508.283769 = -259095.100003
  nChanged 17
		SP:Iteration 13Q (6295.710000 sec): 3 clusters
  Score: Raw -261620.862258 + Penalty 2508.283769 = -259112.578490
  nChanged 15
		SP:Iteration 14Q (6295.710000 sec): 3 clusters
  Score: Raw -261636.640039 + Penalty 2508.283769 = -259128.356270
  nChanged 15
		SP:Iteration 15Q (6295.720000 sec): 3 clusters
  Score: Raw -261654.434392 + Penalty 2508.283769 = -259146.150623
  nChanged 10
		SP:Iteration 16Q (6295.730000 sec): 3 clusters
  Score: Raw -261668.383508 + Penalty 2508.283769 = -259160.099739
  nChanged 13
		SP:Iteration 17Q (6295.730000 sec): 3 clusters
  Score: Raw -261679.506208 + Penalty 2508.283769 = -259171.222439
  nChanged 14
		SP:Iteration 18Q (6295.730000 sec): 3 clusters
  Score: Raw -261693.037174 + Penalty 2508.283769 = -259184.753406
  nChanged 7
		SP:Iteration 19Q (6295.740000 sec): 3 clusters
  Score: Raw -261700.528007 + Penalty 2508.283769 = -259192.244239
  nChanged 2
		SP:Iteration 20F (6295.740000 sec): 3 clusters
  Score: Raw -261701.772549 + Penalty 2508.283769 = -259193.488781
  nChanged 1
		SP:Iteration 21Q (6295.750000 sec): 3 clusters
  Score: Raw -261702.649646 + Penalty 2508.283769 = -259194.365877
  nChanged 3
		SP:Iteration 22Q (6295.750000 sec): 3 clusters
  Score: Raw -261705.779469 + Penalty 2508.283769 = -259197.495700
  nChanged 4
		SP:Iteration 23Q (6295.760000 sec): 3 clusters
  Score: Raw -261708.865487 + Penalty 2508.283769 = -259200.581719
  nChanged 4
		SP:Iteration 24Q (6295.760000 sec): 3 clusters
  Score: Raw -261712.281677 + Penalty 2508.283769 = -259203.997908
  nChanged 1
		SP:Iteration 25Q (6295.770000 sec): 3 clusters
  Score: Raw -261712.642407 + Penalty 2508.283769 = -259204.358639
  nChanged 0
		SP:Iteration 26F (6295.770000 sec): 3 clusters
  Score: Raw -261712.642407 + Penalty 2508.283769 = -259204.358639
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 40 (7717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6295.800000 sec): 2 clusters
  Score: Raw -888554.308996 + Penalty 1454.566907 = -887099.742089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6295.810000 sec): 3 clusters
  Score: Raw -884273.549858 + Penalty 2909.133814 = -881364.416044
  nChanged 3294
		SP:Iteration 1F (6295.830000 sec): 3 clusters
  Score: Raw -886197.204164 + Penalty 2909.133814 = -883288.070349
  nChanged 631
		SP:Iteration 2F (6295.850000 sec): 3 clusters
  Score: Raw -886630.960045 + Penalty 2909.133814 = -883721.826231
  nChanged 572
		SP:Iteration 3F (6295.870000 sec): 3 clusters
  Score: Raw -887061.196549 + Penalty 2909.133814 = -884152.062735
  nChanged 498
		SP:Iteration 4F (6295.890000 sec): 3 clusters
  Score: Raw -887422.793464 + Penalty 2909.133814 = -884513.659650
  nChanged 413
		SP:Iteration 5F (6295.910000 sec): 3 clusters
  Score: Raw -887698.329368 + Penalty 2909.133814 = -884789.195554
  nChanged 330
		SP:Iteration 6Q (6295.930000 sec): 3 clusters
  Score: Raw -887906.364227 + Penalty 2909.133814 = -884997.230413
  nChanged 274
		SP:Iteration 7Q (6295.950000 sec): 3 clusters
  Score: Raw -888086.746368 + Penalty 2909.133814 = -885177.612553
  nChanged 234
		SP:Iteration 8Q (6295.970000 sec): 3 clusters
  Score: Raw -888255.024321 + Penalty 2909.133814 = -885345.890507
  nChanged 168
		SP:Iteration 9Q (6295.990000 sec): 3 clusters
  Score: Raw -888366.919358 + Penalty 2909.133814 = -885457.785543
  nChanged 147
		SP:Iteration 10Q (6296.010000 sec): 3 clusters
  Score: Raw -888458.745648 + Penalty 2909.133814 = -885549.611834
  nChanged 118
		SP:Iteration 11Q (6296.030000 sec): 3 clusters
  Score: Raw -888534.993623 + Penalty 2909.133814 = -885625.859809
  nChanged 94
		SP:Iteration 12Q (6296.040000 sec): 3 clusters
  Score: Raw -888598.330763 + Penalty 2909.133814 = -885689.196949
  nChanged 71
		SP:Iteration 13Q (6296.060000 sec): 3 clusters
  Score: Raw -888644.425251 + Penalty 2909.133814 = -885735.291437
  nChanged 49
		SP:Iteration 14Q (6296.080000 sec): 3 clusters
  Score: Raw -888673.190520 + Penalty 2909.133814 = -885764.056705
  nChanged 40
		SP:Iteration 15Q (6296.090000 sec): 3 clusters
  Score: Raw -888699.435978 + Penalty 2909.133814 = -885790.302164
  nChanged 32
		SP:Iteration 16Q (6296.110000 sec): 3 clusters
  Score: Raw -888720.498326 + Penalty 2909.133814 = -885811.364511
  nChanged 22
		SP:Iteration 17Q (6296.130000 sec): 3 clusters
  Score: Raw -888732.706868 + Penalty 2909.133814 = -885823.573054
  nChanged 16
		SP:Iteration 18Q (6296.150000 sec): 3 clusters
  Score: Raw -888743.194298 + Penalty 2909.133814 = -885834.060484
  nChanged 16
		SP:Iteration 19Q (6296.170000 sec): 3 clusters
  Score: Raw -888753.317824 + Penalty 2909.133814 = -885844.184010
  nChanged 13
		SP:Iteration 20F (6296.180000 sec): 3 clusters
  Score: Raw -888759.498874 + Penalty 2909.133814 = -885850.365059
  nChanged 6
		SP:Iteration 21Q (6296.200000 sec): 3 clusters
  Score: Raw -888763.363738 + Penalty 2909.133814 = -885854.229924
  nChanged 6
		SP:Iteration 22Q (6296.220000 sec): 3 clusters
  Score: Raw -888768.204754 + Penalty 2909.133814 = -885859.070940
  nChanged 9
		SP:Iteration 23Q (6296.230000 sec): 3 clusters
  Score: Raw -888776.100433 + Penalty 2909.133814 = -885866.966619
  nChanged 11
		SP:Iteration 24Q (6296.250000 sec): 3 clusters
  Score: Raw -888784.244713 + Penalty 2909.133814 = -885875.110899
  nChanged 9
		SP:Iteration 25Q (6296.270000 sec): 3 clusters
  Score: Raw -888791.592499 + Penalty 2909.133814 = -885882.458685
  nChanged 7
		SP:Iteration 26Q (6296.280000 sec): 3 clusters
  Score: Raw -888797.394062 + Penalty 2909.133814 = -885888.260247
  nChanged 12
		SP:Iteration 27Q (6296.300000 sec): 3 clusters
  Score: Raw -888806.140759 + Penalty 2909.133814 = -885897.006945
  nChanged 9
		SP:Iteration 28Q (6296.310000 sec): 3 clusters
  Score: Raw -888813.826966 + Penalty 2909.133814 = -885904.693152
  nChanged 7
		SP:Iteration 29Q (6296.330000 sec): 3 clusters
  Score: Raw -888818.339986 + Penalty 2909.133814 = -885909.206172
  nChanged 8
		SP:Iteration 30Q (6296.350000 sec): 3 clusters
  Score: Raw -888823.531421 + Penalty 2909.133814 = -885914.397607
  nChanged 5
		SP:Iteration 31Q (6296.360000 sec): 3 clusters
  Score: Raw -888825.075387 + Penalty 2909.133814 = -885915.941573
  nChanged 0
		SP:Iteration 32F (6296.380000 sec): 3 clusters
  Score: Raw -888825.075387 + Penalty 2909.133814 = -885915.941573
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 41 (432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6296.390000 sec): 2 clusters
  Score: Raw -46379.001660 + Penalty 986.119158 = -45392.882502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6296.390000 sec): 3 clusters
  Score: Raw -46413.908520 + Penalty 1972.238316 = -44441.670204
  nChanged 95
		SP:Iteration 1F (6296.390000 sec): 3 clusters
  Score: Raw -46655.149010 + Penalty 1972.238316 = -44682.910693
  nChanged 32
		SP:Iteration 2F (6296.390000 sec): 3 clusters
  Score: Raw -46748.060407 + Penalty 1972.238316 = -44775.822091
  nChanged 23
		SP:Iteration 3F (6296.390000 sec): 3 clusters
  Score: Raw -46852.764230 + Penalty 1972.238316 = -44880.525914
  nChanged 15
		SP:Iteration 4Q (6296.390000 sec): 3 clusters
  Score: Raw -46964.456381 + Penalty 1972.238316 = -44992.218065
  nChanged 5
		SP:Iteration 5Q (6296.400000 sec): 3 clusters
  Score: Raw -46972.743957 + Penalty 1972.238316 = -45000.505641
  nChanged 1
		SP:Iteration 6Q (6296.400000 sec): 3 clusters
  Score: Raw -46973.975419 + Penalty 1972.238316 = -45001.737103
  nChanged 2
		SP:Iteration 7Q (6296.400000 sec): 3 clusters
  Score: Raw -46981.416141 + Penalty 1972.238316 = -45009.177824
  nChanged 2
		SP:Iteration 8Q (6296.400000 sec): 3 clusters
  Score: Raw -46985.960044 + Penalty 1972.238316 = -45013.721727
  nChanged 2
		SP:Iteration 9Q (6296.400000 sec): 3 clusters
  Score: Raw -46989.844762 + Penalty 1972.238316 = -45017.606446
  nChanged 2
		SP:Iteration 10Q (6296.400000 sec): 3 clusters
  Score: Raw -46991.420475 + Penalty 1972.238316 = -45019.182158
  nChanged 0
		SP:Iteration 11F (6296.400000 sec): 3 clusters
  Score: Raw -46991.420475 + Penalty 1972.238316 = -45019.182158
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 42 (10186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6296.430000 sec): 2 clusters
  Score: Raw -1191062.900243 + Penalty 1499.675045 = -1189563.225198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6296.460000 sec): 3 clusters
  Score: Raw -1185330.218273 + Penalty 2999.350090 = -1182330.868184
  nChanged 4378
		SP:Iteration 1F (6296.490000 sec): 3 clusters
  Score: Raw -1187764.172730 + Penalty 2999.350090 = -1184764.822640
  nChanged 671
		SP:Iteration 2F (6296.510000 sec): 3 clusters
  Score: Raw -1188111.691365 + Penalty 2999.350090 = -1185112.341275
  nChanged 628
		SP:Iteration 3F (6296.540000 sec): 3 clusters
  Score: Raw -1188503.839964 + Penalty 2999.350090 = -1185504.489874
  nChanged 651
		SP:Iteration 4F (6296.560000 sec): 3 clusters
  Score: Raw -1188947.414739 + Penalty 2999.350090 = -1185948.064649
  nChanged 620
		SP:Iteration 5F (6296.590000 sec): 3 clusters
  Score: Raw -1189400.706310 + Penalty 2999.350090 = -1186401.356220
  nChanged 587
		SP:Iteration 6F (6296.610000 sec): 3 clusters
  Score: Raw -1189872.267744 + Penalty 2999.350090 = -1186872.917654
  nChanged 511
		SP:Iteration 7F (6296.640000 sec): 3 clusters
  Score: Raw -1190320.288084 + Penalty 2999.350090 = -1187320.937994
  nChanged 407
		SP:Iteration 8Q (6296.660000 sec): 3 clusters
  Score: Raw -1190668.378053 + Penalty 2999.350090 = -1187669.027963
  nChanged 281
		SP:Iteration 9Q (6296.690000 sec): 3 clusters
  Score: Raw -1190900.215688 + Penalty 2999.350090 = -1187900.865598
  nChanged 202
		SP:Iteration 10Q (6296.710000 sec): 3 clusters
  Score: Raw -1191079.817886 + Penalty 2999.350090 = -1188080.467796
  nChanged 132
		SP:Iteration 11Q (6296.730000 sec): 3 clusters
  Score: Raw -1191202.674624 + Penalty 2999.350090 = -1188203.324534
  nChanged 79
		SP:Iteration 12Q (6296.750000 sec): 3 clusters
  Score: Raw -1191276.076614 + Penalty 2999.350090 = -1188276.726524
  nChanged 47
		SP:Iteration 13Q (6296.770000 sec): 3 clusters
  Score: Raw -1191312.065629 + Penalty 2999.350090 = -1188312.715539
  nChanged 31
		SP:Iteration 14Q (6296.790000 sec): 3 clusters
  Score: Raw -1191336.111278 + Penalty 2999.350090 = -1188336.761188
  nChanged 27
		SP:Iteration 15Q (6296.810000 sec): 3 clusters
  Score: Raw -1191353.436836 + Penalty 2999.350090 = -1188354.086746
  nChanged 13
		SP:Iteration 16Q (6296.830000 sec): 3 clusters
  Score: Raw -1191364.071562 + Penalty 2999.350090 = -1188364.721472
  nChanged 7
		SP:Iteration 17Q (6296.850000 sec): 3 clusters
  Score: Raw -1191369.662442 + Penalty 2999.350090 = -1188370.312352
  nChanged 7
		SP:Iteration 18Q (6296.870000 sec): 3 clusters
  Score: Raw -1191373.180870 + Penalty 2999.350090 = -1188373.830780
  nChanged 4
		SP:Iteration 19Q (6296.890000 sec): 3 clusters
  Score: Raw -1191375.459831 + Penalty 2999.350090 = -1188376.109741
  nChanged 5
		SP:Iteration 20F (6296.910000 sec): 3 clusters
  Score: Raw -1191377.466044 + Penalty 2999.350090 = -1188378.115955
  nChanged 2
		SP:Iteration 21Q (6296.930000 sec): 3 clusters
  Score: Raw -1191378.519165 + Penalty 2999.350090 = -1188379.169075
  nChanged 2
		SP:Iteration 22Q (6296.950000 sec): 3 clusters
  Score: Raw -1191379.570332 + Penalty 2999.350090 = -1188380.220242
  nChanged 3
		SP:Iteration 23Q (6296.970000 sec): 3 clusters
  Score: Raw -1191381.512298 + Penalty 2999.350090 = -1188382.162208
  nChanged 2
		SP:Iteration 24Q (6296.990000 sec): 3 clusters
  Score: Raw -1191382.347088 + Penalty 2999.350090 = -1188382.996998
  nChanged 1
		SP:Iteration 25Q (6297.010000 sec): 3 clusters
  Score: Raw -1191382.964294 + Penalty 2999.350090 = -1188383.614204
  nChanged 2
		SP:Iteration 26Q (6297.030000 sec): 3 clusters
  Score: Raw -1191384.459372 + Penalty 2999.350090 = -1188385.109282
  nChanged 1
		SP:Iteration 27Q (6297.050000 sec): 3 clusters
  Score: Raw -1191385.237852 + Penalty 2999.350090 = -1188385.887762
  nChanged 2
		SP:Iteration 28Q (6297.060000 sec): 3 clusters
  Score: Raw -1191386.384553 + Penalty 2999.350090 = -1188387.034463
  nChanged 1
		SP:Iteration 29Q (6297.080000 sec): 3 clusters
  Score: Raw -1191387.023530 + Penalty 2999.350090 = -1188387.673440
  nChanged 1
		SP:Iteration 30Q (6297.100000 sec): 3 clusters
  Score: Raw -1191387.492012 + Penalty 2999.350090 = -1188388.141922
  nChanged 1
		SP:Iteration 31Q (6297.120000 sec): 3 clusters
  Score: Raw -1191388.149570 + Penalty 2999.350090 = -1188388.799480
  nChanged 0
		SP:Iteration 32F (6297.150000 sec): 3 clusters
  Score: Raw -1191388.149570 + Penalty 2999.350090 = -1188388.799480
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 43 (13592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6297.180000 sec): 2 clusters
  Score: Raw -1464595.519321 + Penalty 1546.550958 = -1463048.968363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6297.220000 sec): 3 clusters
  Score: Raw -1456732.504447 + Penalty 3093.101916 = -1453639.402531
  nChanged 5968
		SP:Iteration 1F (6297.250000 sec): 3 clusters
  Score: Raw -1460107.669197 + Penalty 3093.101916 = -1457014.567282
  nChanged 898
		SP:Iteration 2F (6297.290000 sec): 3 clusters
  Score: Raw -1460659.270200 + Penalty 3093.101916 = -1457566.168285
  nChanged 933
		SP:Iteration 3F (6297.320000 sec): 3 clusters
  Score: Raw -1461292.580225 + Penalty 3093.101916 = -1458199.478309
  nChanged 911
		SP:Iteration 4F (6297.350000 sec): 3 clusters
  Score: Raw -1462002.416251 + Penalty 3093.101916 = -1458909.314335
  nChanged 880
		SP:Iteration 5F (6297.390000 sec): 3 clusters
  Score: Raw -1462744.966911 + Penalty 3093.101916 = -1459651.864996
  nChanged 765
		SP:Iteration 6F (6297.420000 sec): 3 clusters
  Score: Raw -1463390.766349 + Penalty 3093.101916 = -1460297.664433
  nChanged 641
		SP:Iteration 7Q (6297.450000 sec): 3 clusters
  Score: Raw -1463899.238499 + Penalty 3093.101916 = -1460806.136583
  nChanged 522
		SP:Iteration 8Q (6297.490000 sec): 3 clusters
  Score: Raw -1464287.842804 + Penalty 3093.101916 = -1461194.740889
  nChanged 387
		SP:Iteration 9Q (6297.520000 sec): 3 clusters
  Score: Raw -1464537.420471 + Penalty 3093.101916 = -1461444.318556
  nChanged 322
		SP:Iteration 10Q (6297.550000 sec): 3 clusters
  Score: Raw -1464747.395504 + Penalty 3093.101916 = -1461654.293589
  nChanged 251
		SP:Iteration 11Q (6297.580000 sec): 3 clusters
  Score: Raw -1464894.666712 + Penalty 3093.101916 = -1461801.564796
  nChanged 192
		SP:Iteration 12Q (6297.610000 sec): 3 clusters
  Score: Raw -1465004.191215 + Penalty 3093.101916 = -1461911.089300
  nChanged 177
		SP:Iteration 13Q (6297.640000 sec): 3 clusters
  Score: Raw -1465114.665707 + Penalty 3093.101916 = -1462021.563791
  nChanged 149
		SP:Iteration 14Q (6297.670000 sec): 3 clusters
  Score: Raw -1465199.661941 + Penalty 3093.101916 = -1462106.560025
  nChanged 110
		SP:Iteration 15Q (6297.690000 sec): 3 clusters
  Score: Raw -1465258.129543 + Penalty 3093.101916 = -1462165.027627
  nChanged 87
		SP:Iteration 16Q (6297.730000 sec): 3 clusters
  Score: Raw -1465297.838463 + Penalty 3093.101916 = -1462204.736548
  nChanged 58
		SP:Iteration 17Q (6297.750000 sec): 3 clusters
  Score: Raw -1465319.527850 + Penalty 3093.101916 = -1462226.425935
  nChanged 38
		SP:Iteration 18Q (6297.780000 sec): 3 clusters
  Score: Raw -1465334.899792 + Penalty 3093.101916 = -1462241.797876
  nChanged 38
		SP:Iteration 19Q (6297.810000 sec): 3 clusters
  Score: Raw -1465350.678761 + Penalty 3093.101916 = -1462257.576846
  nChanged 36
		SP:Iteration 20F (6297.840000 sec): 3 clusters
  Score: Raw -1465371.634144 + Penalty 3093.101916 = -1462278.532229
  nChanged 36
		SP:Iteration 21Q (6297.870000 sec): 3 clusters
  Score: Raw -1465390.961946 + Penalty 3093.101916 = -1462297.860030
  nChanged 37
		SP:Iteration 22Q (6297.900000 sec): 3 clusters
  Score: Raw -1465410.397106 + Penalty 3093.101916 = -1462317.295190
  nChanged 32
		SP:Iteration 23Q (6297.930000 sec): 3 clusters
  Score: Raw -1465431.131593 + Penalty 3093.101916 = -1462338.029677
  nChanged 43
		SP:Iteration 24Q (6297.950000 sec): 3 clusters
  Score: Raw -1465452.671165 + Penalty 3093.101916 = -1462359.569249
  nChanged 32
		SP:Iteration 25Q (6297.980000 sec): 3 clusters
  Score: Raw -1465469.120125 + Penalty 3093.101916 = -1462376.018210
  nChanged 28
		SP:Iteration 26Q (6298.010000 sec): 3 clusters
  Score: Raw -1465483.140091 + Penalty 3093.101916 = -1462390.038175
  nChanged 26
		SP:Iteration 27Q (6298.030000 sec): 3 clusters
  Score: Raw -1465498.050135 + Penalty 3093.101916 = -1462404.948220
  nChanged 25
		SP:Iteration 28Q (6298.060000 sec): 3 clusters
  Score: Raw -1465510.685115 + Penalty 3093.101916 = -1462417.583200
  nChanged 23
		SP:Iteration 29Q (6298.080000 sec): 3 clusters
  Score: Raw -1465522.781889 + Penalty 3093.101916 = -1462429.679973
  nChanged 24
		SP:Iteration 30Q (6298.110000 sec): 3 clusters
  Score: Raw -1465533.285173 + Penalty 3093.101916 = -1462440.183257
  nChanged 16
		SP:Iteration 31Q (6298.130000 sec): 3 clusters
  Score: Raw -1465540.277644 + Penalty 3093.101916 = -1462447.175729
  nChanged 6
		SP:Iteration 32Q (6298.160000 sec): 3 clusters
  Score: Raw -1465541.494769 + Penalty 3093.101916 = -1462448.392854
  nChanged 5
		SP:Iteration 33Q (6298.190000 sec): 3 clusters
  Score: Raw -1465543.302962 + Penalty 3093.101916 = -1462450.201046
  nChanged 2
		SP:Iteration 34Q (6298.210000 sec): 3 clusters
  Score: Raw -1465544.147838 + Penalty 3093.101916 = -1462451.045922
  nChanged 5
		SP:Iteration 35Q (6298.240000 sec): 3 clusters
  Score: Raw -1465546.042621 + Penalty 3093.101916 = -1462452.940705
  nChanged 9
		SP:Iteration 36Q (6298.270000 sec): 3 clusters
  Score: Raw -1465549.910570 + Penalty 3093.101916 = -1462456.808654
  nChanged 9
		SP:Iteration 37Q (6298.290000 sec): 3 clusters
  Score: Raw -1465555.926330 + Penalty 3093.101916 = -1462462.824414
  nChanged 8
		SP:Iteration 38Q (6298.310000 sec): 3 clusters
  Score: Raw -1465558.653427 + Penalty 3093.101916 = -1462465.551512
  nChanged 7
		SP:Iteration 39Q (6298.340000 sec): 3 clusters
  Score: Raw -1465562.022715 + Penalty 3093.101916 = -1462468.920799
  nChanged 8
		SP:Iteration 40F (6298.370000 sec): 3 clusters
  Score: Raw -1465565.180321 + Penalty 3093.101916 = -1462472.078406
  nChanged 4
		SP:Iteration 41Q (6298.400000 sec): 3 clusters
  Score: Raw -1465566.301173 + Penalty 3093.101916 = -1462473.199257
  nChanged 1
		SP:Iteration 42Q (6298.430000 sec): 3 clusters
  Score: Raw -1465566.935658 + Penalty 3093.101916 = -1462473.833742
  nChanged 2
		SP:Iteration 43Q (6298.450000 sec): 3 clusters
  Score: Raw -1465568.146316 + Penalty 3093.101916 = -1462475.044401
  nChanged 3
		SP:Iteration 44Q (6298.480000 sec): 3 clusters
  Score: Raw -1465568.984812 + Penalty 3093.101916 = -1462475.882896
  nChanged 3
		SP:Iteration 45Q (6298.500000 sec): 3 clusters
  Score: Raw -1465570.037240 + Penalty 3093.101916 = -1462476.935324
  nChanged 1
		SP:Iteration 46Q (6298.530000 sec): 3 clusters
  Score: Raw -1465570.465195 + Penalty 3093.101916 = -1462477.363280
  nChanged 3
		SP:Iteration 47Q (6298.550000 sec): 3 clusters
  Score: Raw -1465571.602611 + Penalty 3093.101916 = -1462478.500696
  nChanged 3
		SP:Iteration 48Q (6298.580000 sec): 3 clusters
  Score: Raw -1465572.723470 + Penalty 3093.101916 = -1462479.621554
  nChanged 3
		SP:Iteration 49Q (6298.610000 sec): 3 clusters
  Score: Raw -1465573.476897 + Penalty 3093.101916 = -1462480.374982
  nChanged 1
		SP:Iteration 50Q (6298.630000 sec): 3 clusters
  Score: Raw -1465573.795851 + Penalty 3093.101916 = -1462480.693936
  nChanged 1
		SP:Iteration 51Q (6298.660000 sec): 3 clusters
  Score: Raw -1465574.007497 + Penalty 3093.101916 = -1462480.905581
  nChanged 0
		SP:Iteration 52F (6298.690000 sec): 3 clusters
  Score: Raw -1465574.007497 + Penalty 3093.101916 = -1462480.905581
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 44 (3107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6298.710000 sec): 2 clusters
  Score: Raw -327862.649635 + Penalty 1306.729598 = -326555.920037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6298.710000 sec): 3 clusters
  Score: Raw -326416.954821 + Penalty 2613.459196 = -323803.495626
  nChanged 1180
		SP:Iteration 1F (6298.720000 sec): 3 clusters
  Score: Raw -327186.524189 + Penalty 2613.459196 = -324573.064994
  nChanged 231
		SP:Iteration 2F (6298.730000 sec): 3 clusters
  Score: Raw -327367.598891 + Penalty 2613.459196 = -324754.139695
  nChanged 173
		SP:Iteration 3F (6298.740000 sec): 3 clusters
  Score: Raw -327507.195177 + Penalty 2613.459196 = -324893.735981
  nChanged 148
		SP:Iteration 4Q (6298.750000 sec): 3 clusters
  Score: Raw -327645.706224 + Penalty 2613.459196 = -325032.247028
  nChanged 148
		SP:Iteration 5Q (6298.750000 sec): 3 clusters
  Score: Raw -327788.375944 + Penalty 2613.459196 = -325174.916748
  nChanged 135
		SP:Iteration 6Q (6298.760000 sec): 3 clusters
  Score: Raw -327910.263414 + Penalty 2613.459196 = -325296.804219
  nChanged 112
		SP:Iteration 7Q (6298.770000 sec): 3 clusters
  Score: Raw -328002.804302 + Penalty 2613.459196 = -325389.345106
  nChanged 104
		SP:Iteration 8Q (6298.770000 sec): 3 clusters
  Score: Raw -328094.641777 + Penalty 2613.459196 = -325481.182581
  nChanged 98
		SP:Iteration 9Q (6298.780000 sec): 3 clusters
  Score: Raw -328173.557153 + Penalty 2613.459196 = -325560.097958
  nChanged 100
		SP:Iteration 10Q (6298.790000 sec): 3 clusters
  Score: Raw -328234.257273 + Penalty 2613.459196 = -325620.798077
  nChanged 71
		SP:Iteration 11Q (6298.800000 sec): 3 clusters
  Score: Raw -328280.081826 + Penalty 2613.459196 = -325666.622631
  nChanged 67
		SP:Iteration 12Q (6298.810000 sec): 3 clusters
  Score: Raw -328320.594870 + Penalty 2613.459196 = -325707.135674
  nChanged 51
		SP:Iteration 13Q (6298.810000 sec): 3 clusters
  Score: Raw -328351.240863 + Penalty 2613.459196 = -325737.781667
  nChanged 49
		SP:Iteration 14Q (6298.820000 sec): 3 clusters
  Score: Raw -328376.287960 + Penalty 2613.459196 = -325762.828764
  nChanged 32
		SP:Iteration 15Q (6298.830000 sec): 3 clusters
  Score: Raw -328395.268506 + Penalty 2613.459196 = -325781.809311
  nChanged 40
		SP:Iteration 16Q (6298.830000 sec): 3 clusters
  Score: Raw -328413.872562 + Penalty 2613.459196 = -325800.413366
  nChanged 31
		SP:Iteration 17Q (6298.840000 sec): 3 clusters
  Score: Raw -328428.234517 + Penalty 2613.459196 = -325814.775322
  nChanged 29
		SP:Iteration 18Q (6298.850000 sec): 3 clusters
  Score: Raw -328439.319345 + Penalty 2613.459196 = -325825.860149
  nChanged 16
		SP:Iteration 19Q (6298.850000 sec): 3 clusters
  Score: Raw -328445.106351 + Penalty 2613.459196 = -325831.647156
  nChanged 26
		SP:Iteration 20F (6298.860000 sec): 3 clusters
  Score: Raw -328458.901733 + Penalty 2613.459196 = -325845.442538
  nChanged 32
		SP:Iteration 21Q (6298.870000 sec): 3 clusters
  Score: Raw -328478.038430 + Penalty 2613.459196 = -325864.579234
  nChanged 32
		SP:Iteration 22Q (6298.880000 sec): 3 clusters
  Score: Raw -328493.655901 + Penalty 2613.459196 = -325880.196706
  nChanged 28
		SP:Iteration 23Q (6298.880000 sec): 3 clusters
  Score: Raw -328506.552064 + Penalty 2613.459196 = -325893.092869
  nChanged 29
		SP:Iteration 24Q (6298.890000 sec): 3 clusters
  Score: Raw -328516.691105 + Penalty 2613.459196 = -325903.231909
  nChanged 20
		SP:Iteration 25Q (6298.900000 sec): 3 clusters
  Score: Raw -328523.309861 + Penalty 2613.459196 = -325909.850666
  nChanged 14
		SP:Iteration 26Q (6298.910000 sec): 3 clusters
  Score: Raw -328528.724454 + Penalty 2613.459196 = -325915.265258
  nChanged 13
		SP:Iteration 27Q (6298.910000 sec): 3 clusters
  Score: Raw -328532.954428 + Penalty 2613.459196 = -325919.495233
  nChanged 9
		SP:Iteration 28Q (6298.920000 sec): 3 clusters
  Score: Raw -328536.529347 + Penalty 2613.459196 = -325923.070151
  nChanged 12
		SP:Iteration 29Q (6298.930000 sec): 3 clusters
  Score: Raw -328541.272100 + Penalty 2613.459196 = -325927.812905
  nChanged 13
		SP:Iteration 30Q (6298.930000 sec): 3 clusters
  Score: Raw -328547.660807 + Penalty 2613.459196 = -325934.201611
  nChanged 11
		SP:Iteration 31Q (6298.940000 sec): 3 clusters
  Score: Raw -328552.086817 + Penalty 2613.459196 = -325938.627622
  nChanged 11
		SP:Iteration 32Q (6298.950000 sec): 3 clusters
  Score: Raw -328555.796808 + Penalty 2613.459196 = -325942.337612
  nChanged 9
		SP:Iteration 33Q (6298.950000 sec): 3 clusters
  Score: Raw -328557.921921 + Penalty 2613.459196 = -325944.462725
  nChanged 6
		SP:Iteration 34Q (6298.960000 sec): 3 clusters
  Score: Raw -328559.823641 + Penalty 2613.459196 = -325946.364446
  nChanged 3
		SP:Iteration 35Q (6298.970000 sec): 3 clusters
  Score: Raw -328560.499335 + Penalty 2613.459196 = -325947.040139
  nChanged 4
		SP:Iteration 36Q (6298.980000 sec): 3 clusters
  Score: Raw -328561.203004 + Penalty 2613.459196 = -325947.743808
  nChanged 2
		SP:Iteration 37Q (6298.990000 sec): 3 clusters
  Score: Raw -328561.626105 + Penalty 2613.459196 = -325948.166909
  nChanged 1
		SP:Iteration 38Q (6298.990000 sec): 3 clusters
  Score: Raw -328561.815045 + Penalty 2613.459196 = -325948.355850
  nChanged 1
		SP:Iteration 39Q (6299.000000 sec): 3 clusters
  Score: Raw -328561.967549 + Penalty 2613.459196 = -325948.508353
  nChanged 0
		SP:Iteration 40F (6299.010000 sec): 3 clusters
  Score: Raw -328561.967549 + Penalty 2613.459196 = -325948.508353
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 45 (10683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6299.040000 sec): 2 clusters
  Score: Raw -1238062.350482 + Penalty 1507.416458 = -1236554.934024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6299.070000 sec): 3 clusters
  Score: Raw -1231996.492516 + Penalty 3014.832916 = -1228981.659600
  nChanged 4629
		SP:Iteration 1F (6299.090000 sec): 3 clusters
  Score: Raw -1234474.940760 + Penalty 3014.832916 = -1231460.107844
  nChanged 665
		SP:Iteration 2F (6299.120000 sec): 3 clusters
  Score: Raw -1234732.712134 + Penalty 3014.832916 = -1231717.879218
  nChanged 505
		SP:Iteration 3Q (6299.150000 sec): 3 clusters
  Score: Raw -1234917.247324 + Penalty 3014.832916 = -1231902.414408
  nChanged 437
		SP:Iteration 4Q (6299.170000 sec): 3 clusters
  Score: Raw -1235073.306515 + Penalty 3014.832916 = -1232058.473599
  nChanged 360
		SP:Iteration 5Q (6299.200000 sec): 3 clusters
  Score: Raw -1235202.616759 + Penalty 3014.832916 = -1232187.783843
  nChanged 353
		SP:Iteration 6Q (6299.230000 sec): 3 clusters
  Score: Raw -1235324.270891 + Penalty 3014.832916 = -1232309.437975
  nChanged 335
		SP:Iteration 7Q (6299.250000 sec): 3 clusters
  Score: Raw -1235450.873912 + Penalty 3014.832916 = -1232436.040996
  nChanged 351
		SP:Iteration 8Q (6299.280000 sec): 3 clusters
  Score: Raw -1235597.103184 + Penalty 3014.832916 = -1232582.270268
  nChanged 350
		SP:Iteration 9Q (6299.310000 sec): 3 clusters
  Score: Raw -1235743.379242 + Penalty 3014.832916 = -1232728.546326
  nChanged 374
		SP:Iteration 10Q (6299.330000 sec): 3 clusters
  Score: Raw -1235896.537293 + Penalty 3014.832916 = -1232881.704377
  nChanged 371
		SP:Iteration 11Q (6299.360000 sec): 3 clusters
  Score: Raw -1236058.502828 + Penalty 3014.832916 = -1233043.669912
  nChanged 379
		SP:Iteration 12Q (6299.390000 sec): 3 clusters
  Score: Raw -1236236.936044 + Penalty 3014.832916 = -1233222.103128
  nChanged 381
		SP:Iteration 13Q (6299.410000 sec): 3 clusters
  Score: Raw -1236423.194057 + Penalty 3014.832916 = -1233408.361141
  nChanged 372
		SP:Iteration 14Q (6299.440000 sec): 3 clusters
  Score: Raw -1236622.399457 + Penalty 3014.832916 = -1233607.566541
  nChanged 384
		SP:Iteration 15Q (6299.470000 sec): 3 clusters
  Score: Raw -1236849.508550 + Penalty 3014.832916 = -1233834.675634
  nChanged 360
		SP:Iteration 16Q (6299.490000 sec): 3 clusters
  Score: Raw -1237068.800485 + Penalty 3014.832916 = -1234053.967569
  nChanged 315
		SP:Iteration 17Q (6299.520000 sec): 3 clusters
  Score: Raw -1237261.178946 + Penalty 3014.832916 = -1234246.346030
  nChanged 301
		SP:Iteration 18Q (6299.540000 sec): 3 clusters
  Score: Raw -1237463.918137 + Penalty 3014.832916 = -1234449.085221
  nChanged 264
		SP:Iteration 19Q (6299.570000 sec): 3 clusters
  Score: Raw -1237636.933068 + Penalty 3014.832916 = -1234622.100153
  nChanged 199
		SP:Iteration 20F (6299.590000 sec): 3 clusters
  Score: Raw -1237776.512780 + Penalty 3014.832916 = -1234761.679864
  nChanged 165
		SP:Iteration 21Q (6299.620000 sec): 3 clusters
  Score: Raw -1237903.294358 + Penalty 3014.832916 = -1234888.461443
  nChanged 103
		SP:Iteration 22Q (6299.640000 sec): 3 clusters
  Score: Raw -1237978.158701 + Penalty 3014.832916 = -1234963.325785
  nChanged 78
		SP:Iteration 23Q (6299.670000 sec): 3 clusters
  Score: Raw -1238048.375778 + Penalty 3014.832916 = -1235033.542862
  nChanged 55
		SP:Iteration 24Q (6299.690000 sec): 3 clusters
  Score: Raw -1238090.911330 + Penalty 3014.832916 = -1235076.078415
  nChanged 44
		SP:Iteration 25Q (6299.710000 sec): 3 clusters
  Score: Raw -1238127.831819 + Penalty 3014.832916 = -1235112.998904
  nChanged 36
		SP:Iteration 26Q (6299.730000 sec): 3 clusters
  Score: Raw -1238154.022588 + Penalty 3014.832916 = -1235139.189673
  nChanged 27
		SP:Iteration 27Q (6299.750000 sec): 3 clusters
  Score: Raw -1238173.045627 + Penalty 3014.832916 = -1235158.212711
  nChanged 17
		SP:Iteration 28Q (6299.780000 sec): 3 clusters
  Score: Raw -1238191.102522 + Penalty 3014.832916 = -1235176.269606
  nChanged 16
		SP:Iteration 29Q (6299.800000 sec): 3 clusters
  Score: Raw -1238205.680641 + Penalty 3014.832916 = -1235190.847725
  nChanged 16
		SP:Iteration 30Q (6299.820000 sec): 3 clusters
  Score: Raw -1238218.124819 + Penalty 3014.832916 = -1235203.291903
  nChanged 10
		SP:Iteration 31Q (6299.840000 sec): 3 clusters
  Score: Raw -1238228.466953 + Penalty 3014.832916 = -1235213.634037
  nChanged 7
		SP:Iteration 32Q (6299.860000 sec): 3 clusters
  Score: Raw -1238232.928582 + Penalty 3014.832916 = -1235218.095666
  nChanged 2
		SP:Iteration 33Q (6299.880000 sec): 3 clusters
  Score: Raw -1238234.272917 + Penalty 3014.832916 = -1235219.440001
  nChanged 2
		SP:Iteration 34Q (6299.900000 sec): 3 clusters
  Score: Raw -1238235.607126 + Penalty 3014.832916 = -1235220.774211
  nChanged 4
		SP:Iteration 35Q (6299.920000 sec): 3 clusters
  Score: Raw -1238237.302225 + Penalty 3014.832916 = -1235222.469309
  nChanged 2
		SP:Iteration 36Q (6299.940000 sec): 3 clusters
  Score: Raw -1238238.911172 + Penalty 3014.832916 = -1235224.078256
  nChanged 2
		SP:Iteration 37Q (6299.960000 sec): 3 clusters
  Score: Raw -1238240.321934 + Penalty 3014.832916 = -1235225.489018
  nChanged 2
		SP:Iteration 38Q (6299.990000 sec): 3 clusters
  Score: Raw -1238241.277956 + Penalty 3014.832916 = -1235226.445040
  nChanged 0
		SP:Iteration 39F (6300.010000 sec): 3 clusters
  Score: Raw -1238241.277956 + Penalty 3014.832916 = -1235226.445040
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 46 (4532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6300.030000 sec): 2 clusters
  Score: Raw -501422.232427 + Penalty 1368.074276 = -500054.158151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6300.040000 sec): 3 clusters
  Score: Raw -499098.623463 + Penalty 2736.148552 = -496362.474911
  nChanged 1830
		SP:Iteration 1F (6300.050000 sec): 3 clusters
  Score: Raw -500164.270982 + Penalty 2736.148552 = -497428.122429
  nChanged 402
		SP:Iteration 2F (6300.060000 sec): 3 clusters
  Score: Raw -500465.993951 + Penalty 2736.148552 = -497729.845399
  nChanged 354
		SP:Iteration 3F (6300.070000 sec): 3 clusters
  Score: Raw -500752.114827 + Penalty 2736.148552 = -498015.966275
  nChanged 305
		SP:Iteration 4F (6300.080000 sec): 3 clusters
  Score: Raw -500980.466370 + Penalty 2736.148552 = -498244.317818
  nChanged 253
		SP:Iteration 5F (6300.090000 sec): 3 clusters
  Score: Raw -501169.598713 + Penalty 2736.148552 = -498433.450160
  nChanged 212
		SP:Iteration 6Q (6300.110000 sec): 3 clusters
  Score: Raw -501334.652697 + Penalty 2736.148552 = -498598.504145
  nChanged 192
		SP:Iteration 7Q (6300.120000 sec): 3 clusters
  Score: Raw -501468.878931 + Penalty 2736.148552 = -498732.730379
  nChanged 144
		SP:Iteration 8Q (6300.130000 sec): 3 clusters
  Score: Raw -501558.938010 + Penalty 2736.148552 = -498822.789458
  nChanged 126
		SP:Iteration 9Q (6300.140000 sec): 3 clusters
  Score: Raw -501641.815006 + Penalty 2736.148552 = -498905.666454
  nChanged 112
		SP:Iteration 10Q (6300.150000 sec): 3 clusters
  Score: Raw -501722.652016 + Penalty 2736.148552 = -498986.503464
  nChanged 106
		SP:Iteration 11Q (6300.160000 sec): 3 clusters
  Score: Raw -501778.733361 + Penalty 2736.148552 = -499042.584809
  nChanged 72
		SP:Iteration 12Q (6300.170000 sec): 3 clusters
  Score: Raw -501806.275309 + Penalty 2736.148552 = -499070.126757
  nChanged 48
		SP:Iteration 13Q (6300.180000 sec): 3 clusters
  Score: Raw -501822.928667 + Penalty 2736.148552 = -499086.780115
  nChanged 45
		SP:Iteration 14Q (6300.190000 sec): 3 clusters
  Score: Raw -501838.369252 + Penalty 2736.148552 = -499102.220700
  nChanged 31
		SP:Iteration 15Q (6300.210000 sec): 3 clusters
  Score: Raw -501847.012673 + Penalty 2736.148552 = -499110.864121
  nChanged 21
		SP:Iteration 16Q (6300.210000 sec): 3 clusters
  Score: Raw -501853.191619 + Penalty 2736.148552 = -499117.043067
  nChanged 21
		SP:Iteration 17Q (6300.230000 sec): 3 clusters
  Score: Raw -501858.338915 + Penalty 2736.148552 = -499122.190363
  nChanged 15
		SP:Iteration 18Q (6300.240000 sec): 3 clusters
  Score: Raw -501862.473089 + Penalty 2736.148552 = -499126.324537
  nChanged 15
		SP:Iteration 19Q (6300.250000 sec): 3 clusters
  Score: Raw -501866.595150 + Penalty 2736.148552 = -499130.446598
  nChanged 8
		SP:Iteration 20F (6300.260000 sec): 3 clusters
  Score: Raw -501868.405956 + Penalty 2736.148552 = -499132.257404
  nChanged 6
		SP:Iteration 21Q (6300.270000 sec): 3 clusters
  Score: Raw -501869.629207 + Penalty 2736.148552 = -499133.480655
  nChanged 4
		SP:Iteration 22Q (6300.280000 sec): 3 clusters
  Score: Raw -501870.256856 + Penalty 2736.148552 = -499134.108304
  nChanged 2
		SP:Iteration 23Q (6300.290000 sec): 3 clusters
  Score: Raw -501870.489930 + Penalty 2736.148552 = -499134.341377
  nChanged 1
		SP:Iteration 24Q (6300.300000 sec): 3 clusters
  Score: Raw -501870.640479 + Penalty 2736.148552 = -499134.491927
  nChanged 0
		SP:Iteration 25F (6300.310000 sec): 3 clusters
  Score: Raw -501870.640479 + Penalty 2736.148552 = -499134.491927
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 47 (6921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6300.330000 sec): 2 clusters
  Score: Raw -782693.772627 + Penalty 1436.876276 = -781256.896351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6300.350000 sec): 3 clusters
  Score: Raw -778900.636781 + Penalty 2873.752553 = -776026.884228
  nChanged 2850
		SP:Iteration 1F (6300.370000 sec): 3 clusters
  Score: Raw -780359.990240 + Penalty 2873.752553 = -777486.237688
  nChanged 425
		SP:Iteration 2F (6300.390000 sec): 3 clusters
  Score: Raw -780565.344276 + Penalty 2873.752553 = -777691.591723
  nChanged 353
		SP:Iteration 3F (6300.410000 sec): 3 clusters
  Score: Raw -780731.136559 + Penalty 2873.752553 = -777857.384006
  nChanged 330
		SP:Iteration 4Q (6300.420000 sec): 3 clusters
  Score: Raw -780885.971327 + Penalty 2873.752553 = -778012.218774
  nChanged 316
		SP:Iteration 5Q (6300.440000 sec): 3 clusters
  Score: Raw -781045.861894 + Penalty 2873.752553 = -778172.109341
  nChanged 292
		SP:Iteration 6Q (6300.460000 sec): 3 clusters
  Score: Raw -781206.348077 + Penalty 2873.752553 = -778332.595524
  nChanged 327
		SP:Iteration 7Q (6300.470000 sec): 3 clusters
  Score: Raw -781420.823796 + Penalty 2873.752553 = -778547.071243
  nChanged 342
		SP:Iteration 8Q (6300.490000 sec): 3 clusters
  Score: Raw -781656.974968 + Penalty 2873.752553 = -778783.222416
  nChanged 339
		SP:Iteration 9Q (6300.510000 sec): 3 clusters
  Score: Raw -781911.582244 + Penalty 2873.752553 = -779037.829691
  nChanged 311
		SP:Iteration 10Q (6300.530000 sec): 3 clusters
  Score: Raw -782164.670072 + Penalty 2873.752553 = -779290.917519
  nChanged 280
		SP:Iteration 11Q (6300.540000 sec): 3 clusters
  Score: Raw -782399.386785 + Penalty 2873.752553 = -779525.634232
  nChanged 225
		SP:Iteration 12Q (6300.560000 sec): 3 clusters
  Score: Raw -782595.672048 + Penalty 2873.752553 = -779721.919495
  nChanged 165
		SP:Iteration 13Q (6300.570000 sec): 3 clusters
  Score: Raw -782760.117647 + Penalty 2873.752553 = -779886.365095
  nChanged 109
		SP:Iteration 14Q (6300.590000 sec): 3 clusters
  Score: Raw -782870.747798 + Penalty 2873.752553 = -779996.995246
  nChanged 60
		SP:Iteration 15Q (6300.600000 sec): 3 clusters
  Score: Raw -782940.469137 + Penalty 2873.752553 = -780066.716584
  nChanged 39
		SP:Iteration 16Q (6300.620000 sec): 3 clusters
  Score: Raw -782986.873774 + Penalty 2873.752553 = -780113.121221
  nChanged 30
		SP:Iteration 17Q (6300.630000 sec): 3 clusters
  Score: Raw -783022.797213 + Penalty 2873.752553 = -780149.044661
  nChanged 24
		SP:Iteration 18Q (6300.650000 sec): 3 clusters
  Score: Raw -783047.983038 + Penalty 2873.752553 = -780174.230485
  nChanged 14
		SP:Iteration 19Q (6300.660000 sec): 3 clusters
  Score: Raw -783061.772344 + Penalty 2873.752553 = -780188.019792
  nChanged 5
		SP:Iteration 20F (6300.670000 sec): 3 clusters
  Score: Raw -783064.654972 + Penalty 2873.752553 = -780190.902419
  nChanged 1
		SP:Iteration 21Q (6300.690000 sec): 3 clusters
  Score: Raw -783065.235274 + Penalty 2873.752553 = -780191.482721
  nChanged 0
		SP:Iteration 22F (6300.710000 sec): 3 clusters
  Score: Raw -783065.235274 + Penalty 2873.752553 = -780191.482721
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 48 (15592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6300.750000 sec): 2 clusters
  Score: Raw -1854626.538195 + Penalty 1568.858402 = -1853057.679793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6300.790000 sec): 3 clusters
  Score: Raw -1845446.211124 + Penalty 3137.716803 = -1842308.494321
  nChanged 6896
		SP:Iteration 1F (6300.830000 sec): 3 clusters
  Score: Raw -1849129.174261 + Penalty 3137.716803 = -1845991.457458
  nChanged 735
		SP:Iteration 2Q (6300.870000 sec): 3 clusters
  Score: Raw -1849366.579484 + Penalty 3137.716803 = -1846228.862681
  nChanged 637
		SP:Iteration 3Q (6300.910000 sec): 3 clusters
  Score: Raw -1849589.598517 + Penalty 3137.716803 = -1846451.881714
  nChanged 585
		SP:Iteration 4Q (6300.950000 sec): 3 clusters
  Score: Raw -1849811.127070 + Penalty 3137.716803 = -1846673.410266
  nChanged 621
		SP:Iteration 5Q (6300.990000 sec): 3 clusters
  Score: Raw -1850067.334346 + Penalty 3137.716803 = -1846929.617543
  nChanged 633
		SP:Iteration 6Q (6301.030000 sec): 3 clusters
  Score: Raw -1850373.955219 + Penalty 3137.716803 = -1847236.238415
  nChanged 664
		SP:Iteration 7Q (6301.060000 sec): 3 clusters
  Score: Raw -1850736.960047 + Penalty 3137.716803 = -1847599.243244
  nChanged 756
		SP:Iteration 8Q (6301.100000 sec): 3 clusters
  Score: Raw -1851226.156458 + Penalty 3137.716803 = -1848088.439655
  nChanged 846
		SP:Iteration 9F (6301.140000 sec): 3 clusters
  Score: Raw -1851866.917155 + Penalty 3137.716803 = -1848729.200352
  nChanged 790
		SP:Iteration 10F (6301.180000 sec): 3 clusters
  Score: Raw -1852504.483713 + Penalty 3137.716803 = -1849366.766910
  nChanged 701
		SP:Iteration 11Q (6301.220000 sec): 3 clusters
  Score: Raw -1853054.695740 + Penalty 3137.716803 = -1849916.978937
  nChanged 564
		SP:Iteration 12Q (6301.250000 sec): 3 clusters
  Score: Raw -1853361.718210 + Penalty 3137.716803 = -1850224.001406
  nChanged 332
		SP:Iteration 13Q (6301.290000 sec): 3 clusters
  Score: Raw -1853507.814153 + Penalty 3137.716803 = -1850370.097350
  nChanged 245
		SP:Iteration 14Q (6301.330000 sec): 3 clusters
  Score: Raw -1853601.516055 + Penalty 3137.716803 = -1850463.799252
  nChanged 200
		SP:Iteration 15Q (6301.360000 sec): 3 clusters
  Score: Raw -1853679.270878 + Penalty 3137.716803 = -1850541.554075
  nChanged 178
		SP:Iteration 16Q (6301.390000 sec): 3 clusters
  Score: Raw -1853744.765731 + Penalty 3137.716803 = -1850607.048928
  nChanged 169
		SP:Iteration 17Q (6301.430000 sec): 3 clusters
  Score: Raw -1853808.938180 + Penalty 3137.716803 = -1850671.221377
  nChanged 158
		SP:Iteration 18Q (6301.470000 sec): 3 clusters
  Score: Raw -1853862.944027 + Penalty 3137.716803 = -1850725.227223
  nChanged 132
		SP:Iteration 19Q (6301.500000 sec): 3 clusters
  Score: Raw -1853903.790210 + Penalty 3137.716803 = -1850766.073407
  nChanged 121
		SP:Iteration 20F (6301.540000 sec): 3 clusters
  Score: Raw -1853943.475903 + Penalty 3137.716803 = -1850805.759100
  nChanged 118
		SP:Iteration 21Q (6301.570000 sec): 3 clusters
  Score: Raw -1853986.465713 + Penalty 3137.716803 = -1850848.748910
  nChanged 125
		SP:Iteration 22Q (6301.600000 sec): 3 clusters
  Score: Raw -1854033.065728 + Penalty 3137.716803 = -1850895.348925
  nChanged 119
		SP:Iteration 23Q (6301.630000 sec): 3 clusters
  Score: Raw -1854077.722716 + Penalty 3137.716803 = -1850940.005913
  nChanged 101
		SP:Iteration 24Q (6301.670000 sec): 3 clusters
  Score: Raw -1854115.328598 + Penalty 3137.716803 = -1850977.611795
  nChanged 101
		SP:Iteration 25Q (6301.700000 sec): 3 clusters
  Score: Raw -1854155.380237 + Penalty 3137.716803 = -1851017.663433
  nChanged 93
		SP:Iteration 26Q (6301.740000 sec): 3 clusters
  Score: Raw -1854193.150363 + Penalty 3137.716803 = -1851055.433560
  nChanged 97
		SP:Iteration 27Q (6301.770000 sec): 3 clusters
  Score: Raw -1854230.862894 + Penalty 3137.716803 = -1851093.146090
  nChanged 101
		SP:Iteration 28Q (6301.800000 sec): 3 clusters
  Score: Raw -1854275.513973 + Penalty 3137.716803 = -1851137.797169
  nChanged 93
		SP:Iteration 29Q (6301.830000 sec): 3 clusters
  Score: Raw -1854314.382733 + Penalty 3137.716803 = -1851176.665929
  nChanged 87
		SP:Iteration 30Q (6301.860000 sec): 3 clusters
  Score: Raw -1854345.644581 + Penalty 3137.716803 = -1851207.927777
  nChanged 85
		SP:Iteration 31Q (6301.890000 sec): 3 clusters
  Score: Raw -1854380.976800 + Penalty 3137.716803 = -1851243.259997
  nChanged 93
		SP:Iteration 32Q (6301.920000 sec): 3 clusters
  Score: Raw -1854417.148400 + Penalty 3137.716803 = -1851279.431596
  nChanged 67
		SP:Iteration 33Q (6301.950000 sec): 3 clusters
  Score: Raw -1854441.574137 + Penalty 3137.716803 = -1851303.857334
  nChanged 63
		SP:Iteration 34Q (6301.980000 sec): 3 clusters
  Score: Raw -1854463.542649 + Penalty 3137.716803 = -1851325.825846
  nChanged 56
		SP:Iteration 35Q (6302.010000 sec): 3 clusters
  Score: Raw -1854484.614370 + Penalty 3137.716803 = -1851346.897566
  nChanged 53
		SP:Iteration 36Q (6302.040000 sec): 3 clusters
  Score: Raw -1854503.150892 + Penalty 3137.716803 = -1851365.434089
  nChanged 40
		SP:Iteration 37Q (6302.070000 sec): 3 clusters
  Score: Raw -1854517.892595 + Penalty 3137.716803 = -1851380.175791
  nChanged 39
		SP:Iteration 38Q (6302.100000 sec): 3 clusters
  Score: Raw -1854534.018698 + Penalty 3137.716803 = -1851396.301895
  nChanged 51
		SP:Iteration 39Q (6302.130000 sec): 3 clusters
  Score: Raw -1854555.704043 + Penalty 3137.716803 = -1851417.987240
  nChanged 52
		SP:Iteration 40F (6302.170000 sec): 3 clusters
  Score: Raw -1854575.403671 + Penalty 3137.716803 = -1851437.686868
  nChanged 42
		SP:Iteration 41Q (6302.200000 sec): 3 clusters
  Score: Raw -1854591.736209 + Penalty 3137.716803 = -1851454.019405
  nChanged 36
		SP:Iteration 42Q (6302.220000 sec): 3 clusters
  Score: Raw -1854609.025180 + Penalty 3137.716803 = -1851471.308376
  nChanged 37
		SP:Iteration 43Q (6302.250000 sec): 3 clusters
  Score: Raw -1854625.686469 + Penalty 3137.716803 = -1851487.969666
  nChanged 34
		SP:Iteration 44Q (6302.280000 sec): 3 clusters
  Score: Raw -1854640.681318 + Penalty 3137.716803 = -1851502.964514
  nChanged 39
		SP:Iteration 45Q (6302.310000 sec): 3 clusters
  Score: Raw -1854656.512359 + Penalty 3137.716803 = -1851518.795555
  nChanged 32
		SP:Iteration 46Q (6302.340000 sec): 3 clusters
  Score: Raw -1854669.465160 + Penalty 3137.716803 = -1851531.748357
  nChanged 32
		SP:Iteration 47Q (6302.370000 sec): 3 clusters
  Score: Raw -1854683.769274 + Penalty 3137.716803 = -1851546.052470
  nChanged 29
		SP:Iteration 48Q (6302.400000 sec): 3 clusters
  Score: Raw -1854696.867860 + Penalty 3137.716803 = -1851559.151057
  nChanged 21
		SP:Iteration 49Q (6302.420000 sec): 3 clusters
  Score: Raw -1854706.158609 + Penalty 3137.716803 = -1851568.441806
  nChanged 22
		SP:Iteration 50Q (6302.450000 sec): 3 clusters
  Score: Raw -1854717.206019 + Penalty 3137.716803 = -1851579.489216
  nChanged 25
		SP:Iteration 51Q (6302.480000 sec): 3 clusters
  Score: Raw -1854731.034668 + Penalty 3137.716803 = -1851593.317865
  nChanged 19
		SP:Iteration 52Q (6302.510000 sec): 3 clusters
  Score: Raw -1854739.067762 + Penalty 3137.716803 = -1851601.350959
  nChanged 15
		SP:Iteration 53Q (6302.540000 sec): 3 clusters
  Score: Raw -1854744.839819 + Penalty 3137.716803 = -1851607.123016
  nChanged 10
		SP:Iteration 54Q (6302.560000 sec): 3 clusters
  Score: Raw -1854748.844258 + Penalty 3137.716803 = -1851611.127455
  nChanged 8
		SP:Iteration 55Q (6302.590000 sec): 3 clusters
  Score: Raw -1854752.188062 + Penalty 3137.716803 = -1851614.471258
  nChanged 7
		SP:Iteration 56Q (6302.620000 sec): 3 clusters
  Score: Raw -1854754.425435 + Penalty 3137.716803 = -1851616.708632
  nChanged 11
		SP:Iteration 57Q (6302.650000 sec): 3 clusters
  Score: Raw -1854758.271528 + Penalty 3137.716803 = -1851620.554724
  nChanged 10
		SP:Iteration 58Q (6302.680000 sec): 3 clusters
  Score: Raw -1854761.735040 + Penalty 3137.716803 = -1851624.018237
  nChanged 7
		SP:Iteration 59Q (6302.710000 sec): 3 clusters
  Score: Raw -1854764.521637 + Penalty 3137.716803 = -1851626.804833
  nChanged 8
		SP:Iteration 60F (6302.740000 sec): 3 clusters
  Score: Raw -1854767.569399 + Penalty 3137.716803 = -1851629.852596
  nChanged 3
		SP:Iteration 61Q (6302.770000 sec): 3 clusters
  Score: Raw -1854768.998430 + Penalty 3137.716803 = -1851631.281626
  nChanged 1
		SP:Iteration 62Q (6302.800000 sec): 3 clusters
  Score: Raw -1854769.311777 + Penalty 3137.716803 = -1851631.594974
  nChanged 1
		SP:Iteration 63Q (6302.830000 sec): 3 clusters
  Score: Raw -1854769.723214 + Penalty 3137.716803 = -1851632.006411
  nChanged 0
		SP:Iteration 64F (6302.870000 sec): 3 clusters
  Score: Raw -1854769.723214 + Penalty 3137.716803 = -1851632.006411
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 49 (11223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6302.900000 sec): 2 clusters
  Score: Raw -1296915.976353 + Penalty 1515.429585 = -1295400.546768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6302.930000 sec): 3 clusters
  Score: Raw -1290471.697891 + Penalty 3030.859170 = -1287440.838721
  nChanged 4976
		SP:Iteration 1F (6302.960000 sec): 3 clusters
  Score: Raw -1293156.375873 + Penalty 3030.859170 = -1290125.516703
  nChanged 628
		SP:Iteration 2F (6302.980000 sec): 3 clusters
  Score: Raw -1293391.041070 + Penalty 3030.859170 = -1290360.181900
  nChanged 501
		SP:Iteration 3Q (6303.010000 sec): 3 clusters
  Score: Raw -1293568.656664 + Penalty 3030.859170 = -1290537.797494
  nChanged 423
		SP:Iteration 4Q (6303.040000 sec): 3 clusters
  Score: Raw -1293705.985680 + Penalty 3030.859170 = -1290675.126510
  nChanged 398
		SP:Iteration 5Q (6303.070000 sec): 3 clusters
  Score: Raw -1293850.821735 + Penalty 3030.859170 = -1290819.962565
  nChanged 406
		SP:Iteration 6Q (6303.100000 sec): 3 clusters
  Score: Raw -1294041.036868 + Penalty 3030.859170 = -1291010.177699
  nChanged 478
		SP:Iteration 7Q (6303.120000 sec): 3 clusters
  Score: Raw -1294303.311028 + Penalty 3030.859170 = -1291272.451858
  nChanged 602
		SP:Iteration 8F (6303.150000 sec): 3 clusters
  Score: Raw -1294712.898731 + Penalty 3030.859170 = -1291682.039561
  nChanged 702
		SP:Iteration 9F (6303.180000 sec): 3 clusters
  Score: Raw -1295280.581372 + Penalty 3030.859170 = -1292249.722202
  nChanged 698
		SP:Iteration 10F (6303.210000 sec): 3 clusters
  Score: Raw -1295861.623151 + Penalty 3030.859170 = -1292830.763981
  nChanged 582
		SP:Iteration 11F (6303.240000 sec): 3 clusters
  Score: Raw -1296304.313194 + Penalty 3030.859170 = -1293273.454024
  nChanged 417
		SP:Iteration 12Q (6303.260000 sec): 3 clusters
  Score: Raw -1296577.378190 + Penalty 3030.859170 = -1293546.519020
  nChanged 278
		SP:Iteration 13Q (6303.290000 sec): 3 clusters
  Score: Raw -1296749.339321 + Penalty 3030.859170 = -1293718.480151
  nChanged 201
		SP:Iteration 14Q (6303.320000 sec): 3 clusters
  Score: Raw -1296861.867255 + Penalty 3030.859170 = -1293831.008085
  nChanged 142
		SP:Iteration 15Q (6303.340000 sec): 3 clusters
  Score: Raw -1296932.212328 + Penalty 3030.859170 = -1293901.353158
  nChanged 109
		SP:Iteration 16Q (6303.370000 sec): 3 clusters
  Score: Raw -1296985.163648 + Penalty 3030.859170 = -1293954.304478
  nChanged 71
		SP:Iteration 17Q (6303.400000 sec): 3 clusters
  Score: Raw -1297021.414220 + Penalty 3030.859170 = -1293990.555050
  nChanged 63
		SP:Iteration 18Q (6303.420000 sec): 3 clusters
  Score: Raw -1297053.385758 + Penalty 3030.859170 = -1294022.526588
  nChanged 40
		SP:Iteration 19Q (6303.450000 sec): 3 clusters
  Score: Raw -1297074.153718 + Penalty 3030.859170 = -1294043.294548
  nChanged 37
		SP:Iteration 20F (6303.480000 sec): 3 clusters
  Score: Raw -1297098.975832 + Penalty 3030.859170 = -1294068.116662
  nChanged 43
		SP:Iteration 21Q (6303.500000 sec): 3 clusters
  Score: Raw -1297117.404968 + Penalty 3030.859170 = -1294086.545798
  nChanged 24
		SP:Iteration 22Q (6303.530000 sec): 3 clusters
  Score: Raw -1297127.378616 + Penalty 3030.859170 = -1294096.519446
  nChanged 18
		SP:Iteration 23Q (6303.560000 sec): 3 clusters
  Score: Raw -1297136.131916 + Penalty 3030.859170 = -1294105.272746
  nChanged 14
		SP:Iteration 24Q (6303.580000 sec): 3 clusters
  Score: Raw -1297142.643481 + Penalty 3030.859170 = -1294111.784311
  nChanged 20
		SP:Iteration 25Q (6303.600000 sec): 3 clusters
  Score: Raw -1297152.069442 + Penalty 3030.859170 = -1294121.210272
  nChanged 17
		SP:Iteration 26Q (6303.630000 sec): 3 clusters
  Score: Raw -1297165.017270 + Penalty 3030.859170 = -1294134.158100
  nChanged 27
		SP:Iteration 27Q (6303.660000 sec): 3 clusters
  Score: Raw -1297176.461311 + Penalty 3030.859170 = -1294145.602141
  nChanged 9
		SP:Iteration 28Q (6303.680000 sec): 3 clusters
  Score: Raw -1297179.233230 + Penalty 3030.859170 = -1294148.374060
  nChanged 7
		SP:Iteration 29Q (6303.700000 sec): 3 clusters
  Score: Raw -1297182.648720 + Penalty 3030.859170 = -1294151.789550
  nChanged 5
		SP:Iteration 30Q (6303.730000 sec): 3 clusters
  Score: Raw -1297185.067493 + Penalty 3030.859170 = -1294154.208323
  nChanged 3
		SP:Iteration 31Q (6303.760000 sec): 3 clusters
  Score: Raw -1297185.983048 + Penalty 3030.859170 = -1294155.123878
  nChanged 2
		SP:Iteration 32Q (6303.780000 sec): 3 clusters
  Score: Raw -1297187.110705 + Penalty 3030.859170 = -1294156.251535
  nChanged 5
		SP:Iteration 33Q (6303.800000 sec): 3 clusters
  Score: Raw -1297188.918997 + Penalty 3030.859170 = -1294158.059827
  nChanged 4
		SP:Iteration 34Q (6303.830000 sec): 3 clusters
  Score: Raw -1297191.002730 + Penalty 3030.859170 = -1294160.143560
  nChanged 6
		SP:Iteration 35Q (6303.850000 sec): 3 clusters
  Score: Raw -1297194.111950 + Penalty 3030.859170 = -1294163.252780
  nChanged 9
		SP:Iteration 36Q (6303.880000 sec): 3 clusters
  Score: Raw -1297197.808741 + Penalty 3030.859170 = -1294166.949571
  nChanged 5
		SP:Iteration 37Q (6303.900000 sec): 3 clusters
  Score: Raw -1297199.927968 + Penalty 3030.859170 = -1294169.068798
  nChanged 5
		SP:Iteration 38Q (6303.930000 sec): 3 clusters
  Score: Raw -1297202.579312 + Penalty 3030.859170 = -1294171.720142
  nChanged 4
		SP:Iteration 39Q (6303.950000 sec): 3 clusters
  Score: Raw -1297203.967832 + Penalty 3030.859170 = -1294173.108662
  nChanged 2
		SP:Iteration 40F (6303.980000 sec): 3 clusters
  Score: Raw -1297204.711995 + Penalty 3030.859170 = -1294173.852825
  nChanged 2
		SP:Iteration 41Q (6304.000000 sec): 3 clusters
  Score: Raw -1297205.130998 + Penalty 3030.859170 = -1294174.271828
  nChanged 1
		SP:Iteration 42Q (6304.030000 sec): 3 clusters
  Score: Raw -1297205.255678 + Penalty 3030.859170 = -1294174.396508
  nChanged 0
		SP:Iteration 43F (6304.060000 sec): 3 clusters
  Score: Raw -1297205.255678 + Penalty 3030.859170 = -1294174.396508
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 50 (3337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6304.070000 sec): 2 clusters
  Score: Raw -382055.903835 + Penalty 1318.334465 = -380737.569370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6304.080000 sec): 3 clusters
  Score: Raw -380461.872189 + Penalty 2636.668931 = -377825.203259
  nChanged 1259
		SP:Iteration 1F (6304.090000 sec): 3 clusters
  Score: Raw -381140.005660 + Penalty 2636.668931 = -378503.336729
  nChanged 263
		SP:Iteration 2F (6304.100000 sec): 3 clusters
  Score: Raw -381303.852410 + Penalty 2636.668931 = -378667.183479
  nChanged 214
		SP:Iteration 3F (6304.110000 sec): 3 clusters
  Score: Raw -381435.595376 + Penalty 2636.668931 = -378798.926445
  nChanged 167
		SP:Iteration 4F (6304.120000 sec): 3 clusters
  Score: Raw -381551.386364 + Penalty 2636.668931 = -378914.717433
  nChanged 147
		SP:Iteration 5Q (6304.120000 sec): 3 clusters
  Score: Raw -381650.818781 + Penalty 2636.668931 = -379014.149850
  nChanged 151
		SP:Iteration 6Q (6304.130000 sec): 3 clusters
  Score: Raw -381775.592766 + Penalty 2636.668931 = -379138.923835
  nChanged 168
		SP:Iteration 7F (6304.140000 sec): 3 clusters
  Score: Raw -381921.971880 + Penalty 2636.668931 = -379285.302950
  nChanged 155
		SP:Iteration 8Q (6304.150000 sec): 3 clusters
  Score: Raw -382039.762146 + Penalty 2636.668931 = -379403.093215
  nChanged 133
		SP:Iteration 9Q (6304.160000 sec): 3 clusters
  Score: Raw -382136.683185 + Penalty 2636.668931 = -379500.014254
  nChanged 114
		SP:Iteration 10Q (6304.160000 sec): 3 clusters
  Score: Raw -382218.552305 + Penalty 2636.668931 = -379581.883374
  nChanged 95
		SP:Iteration 11Q (6304.170000 sec): 3 clusters
  Score: Raw -382276.720243 + Penalty 2636.668931 = -379640.051312
  nChanged 77
		SP:Iteration 12Q (6304.180000 sec): 3 clusters
  Score: Raw -382328.978302 + Penalty 2636.668931 = -379692.309372
  nChanged 76
		SP:Iteration 13Q (6304.190000 sec): 3 clusters
  Score: Raw -382377.391824 + Penalty 2636.668931 = -379740.722894
  nChanged 52
		SP:Iteration 14Q (6304.200000 sec): 3 clusters
  Score: Raw -382406.675247 + Penalty 2636.668931 = -379770.006316
  nChanged 31
		SP:Iteration 15Q (6304.200000 sec): 3 clusters
  Score: Raw -382424.122219 + Penalty 2636.668931 = -379787.453289
  nChanged 25
		SP:Iteration 16Q (6304.210000 sec): 3 clusters
  Score: Raw -382435.701772 + Penalty 2636.668931 = -379799.032841
  nChanged 12
		SP:Iteration 17Q (6304.220000 sec): 3 clusters
  Score: Raw -382443.329258 + Penalty 2636.668931 = -379806.660328
  nChanged 8
		SP:Iteration 18Q (6304.230000 sec): 3 clusters
  Score: Raw -382446.366307 + Penalty 2636.668931 = -379809.697376
  nChanged 6
		SP:Iteration 19Q (6304.240000 sec): 3 clusters
  Score: Raw -382449.189118 + Penalty 2636.668931 = -379812.520187
  nChanged 9
		SP:Iteration 20F (6304.240000 sec): 3 clusters
  Score: Raw -382453.893387 + Penalty 2636.668931 = -379817.224456
  nChanged 11
		SP:Iteration 21Q (6304.250000 sec): 3 clusters
  Score: Raw -382458.515718 + Penalty 2636.668931 = -379821.846788
  nChanged 6
		SP:Iteration 22Q (6304.260000 sec): 3 clusters
  Score: Raw -382461.698617 + Penalty 2636.668931 = -379825.029687
  nChanged 10
		SP:Iteration 23Q (6304.270000 sec): 3 clusters
  Score: Raw -382466.340903 + Penalty 2636.668931 = -379829.671973
  nChanged 15
		SP:Iteration 24Q (6304.280000 sec): 3 clusters
  Score: Raw -382474.969817 + Penalty 2636.668931 = -379838.300886
  nChanged 12
		SP:Iteration 25Q (6304.280000 sec): 3 clusters
  Score: Raw -382481.713542 + Penalty 2636.668931 = -379845.044611
  nChanged 17
		SP:Iteration 26Q (6304.290000 sec): 3 clusters
  Score: Raw -382490.753863 + Penalty 2636.668931 = -379854.084933
  nChanged 16
		SP:Iteration 27Q (6304.300000 sec): 3 clusters
  Score: Raw -382503.457815 + Penalty 2636.668931 = -379866.788884
  nChanged 17
		SP:Iteration 28Q (6304.310000 sec): 3 clusters
  Score: Raw -382514.508589 + Penalty 2636.668931 = -379877.839658
  nChanged 13
		SP:Iteration 29Q (6304.320000 sec): 3 clusters
  Score: Raw -382523.853862 + Penalty 2636.668931 = -379887.184931
  nChanged 15
		SP:Iteration 30Q (6304.320000 sec): 3 clusters
  Score: Raw -382535.608256 + Penalty 2636.668931 = -379898.939325
  nChanged 17
		SP:Iteration 31Q (6304.330000 sec): 3 clusters
  Score: Raw -382547.350595 + Penalty 2636.668931 = -379910.681664
  nChanged 16
		SP:Iteration 32Q (6304.340000 sec): 3 clusters
  Score: Raw -382557.754395 + Penalty 2636.668931 = -379921.085464
  nChanged 13
		SP:Iteration 33Q (6304.350000 sec): 3 clusters
  Score: Raw -382566.516781 + Penalty 2636.668931 = -379929.847851
  nChanged 12
		SP:Iteration 34Q (6304.350000 sec): 3 clusters
  Score: Raw -382574.939098 + Penalty 2636.668931 = -379938.270168
  nChanged 14
		SP:Iteration 35Q (6304.360000 sec): 3 clusters
  Score: Raw -382581.180797 + Penalty 2636.668931 = -379944.511866
  nChanged 12
		SP:Iteration 36Q (6304.370000 sec): 3 clusters
  Score: Raw -382586.858693 + Penalty 2636.668931 = -379950.189762
  nChanged 10
		SP:Iteration 37Q (6304.380000 sec): 3 clusters
  Score: Raw -382591.960457 + Penalty 2636.668931 = -379955.291526
  nChanged 8
		SP:Iteration 38Q (6304.380000 sec): 3 clusters
  Score: Raw -382595.879834 + Penalty 2636.668931 = -379959.210904
  nChanged 8
		SP:Iteration 39Q (6304.390000 sec): 3 clusters
  Score: Raw -382600.060798 + Penalty 2636.668931 = -379963.391868
  nChanged 3
		SP:Iteration 40F (6304.400000 sec): 3 clusters
  Score: Raw -382601.409632 + Penalty 2636.668931 = -379964.740701
  nChanged 2
		SP:Iteration 41Q (6304.410000 sec): 3 clusters
  Score: Raw -382602.590403 + Penalty 2636.668931 = -379965.921472
  nChanged 3
		SP:Iteration 42Q (6304.420000 sec): 3 clusters
  Score: Raw -382603.644084 + Penalty 2636.668931 = -379966.975153
  nChanged 2
		SP:Iteration 43Q (6304.420000 sec): 3 clusters
  Score: Raw -382604.700477 + Penalty 2636.668931 = -379968.031547
  nChanged 5
		SP:Iteration 44Q (6304.430000 sec): 3 clusters
  Score: Raw -382606.769963 + Penalty 2636.668931 = -379970.101032
  nChanged 3
		SP:Iteration 45Q (6304.440000 sec): 3 clusters
  Score: Raw -382607.954002 + Penalty 2636.668931 = -379971.285071
  nChanged 4
		SP:Iteration 46Q (6304.440000 sec): 3 clusters
  Score: Raw -382610.476020 + Penalty 2636.668931 = -379973.807090
  nChanged 4
		SP:Iteration 47Q (6304.450000 sec): 3 clusters
  Score: Raw -382612.573204 + Penalty 2636.668931 = -379975.904273
  nChanged 3
		SP:Iteration 48Q (6304.460000 sec): 3 clusters
  Score: Raw -382613.859414 + Penalty 2636.668931 = -379977.190484
  nChanged 4
		SP:Iteration 49Q (6304.470000 sec): 3 clusters
  Score: Raw -382615.837370 + Penalty 2636.668931 = -379979.168439
  nChanged 2
		SP:Iteration 50Q (6304.470000 sec): 3 clusters
  Score: Raw -382616.143754 + Penalty 2636.668931 = -379979.474823
  nChanged 0
		SP:Iteration 51F (6304.480000 sec): 3 clusters
  Score: Raw -382616.143754 + Penalty 2636.668931 = -379979.474823
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 51 (13916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6304.520000 sec): 2 clusters
  Score: Raw -1595677.208071 + Penalty 1550.379112 = -1594126.828959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6304.550000 sec): 3 clusters
  Score: Raw -1587657.528996 + Penalty 3100.758224 = -1584556.770772
  nChanged 6094
		SP:Iteration 1F (6304.590000 sec): 3 clusters
  Score: Raw -1591103.879379 + Penalty 3100.758224 = -1588003.121155
  nChanged 818
		SP:Iteration 2F (6304.620000 sec): 3 clusters
  Score: Raw -1591466.095285 + Penalty 3100.758224 = -1588365.337061
  nChanged 694
		SP:Iteration 3Q (6304.660000 sec): 3 clusters
  Score: Raw -1591769.934735 + Penalty 3100.758224 = -1588669.176511
  nChanged 709
		SP:Iteration 4F (6304.690000 sec): 3 clusters
  Score: Raw -1592072.479602 + Penalty 3100.758224 = -1588971.721378
  nChanged 676
		SP:Iteration 5Q (6304.730000 sec): 3 clusters
  Score: Raw -1592366.781963 + Penalty 3100.758224 = -1589266.023739
  nChanged 634
		SP:Iteration 6Q (6304.760000 sec): 3 clusters
  Score: Raw -1592664.432803 + Penalty 3100.758224 = -1589563.674579
  nChanged 652
		SP:Iteration 7Q (6304.800000 sec): 3 clusters
  Score: Raw -1592988.229885 + Penalty 3100.758224 = -1589887.471661
  nChanged 632
		SP:Iteration 8Q (6304.830000 sec): 3 clusters
  Score: Raw -1593314.243894 + Penalty 3100.758224 = -1590213.485670
  nChanged 609
		SP:Iteration 9Q (6304.860000 sec): 3 clusters
  Score: Raw -1593627.589876 + Penalty 3100.758224 = -1590526.831651
  nChanged 533
		SP:Iteration 10Q (6304.900000 sec): 3 clusters
  Score: Raw -1593870.241331 + Penalty 3100.758224 = -1590769.483106
  nChanged 478
		SP:Iteration 11Q (6304.930000 sec): 3 clusters
  Score: Raw -1594062.284858 + Penalty 3100.758224 = -1590961.526633
  nChanged 425
		SP:Iteration 12Q (6304.970000 sec): 3 clusters
  Score: Raw -1594238.965337 + Penalty 3100.758224 = -1591138.207113
  nChanged 382
		SP:Iteration 13Q (6305.000000 sec): 3 clusters
  Score: Raw -1594395.862472 + Penalty 3100.758224 = -1591295.104248
  nChanged 340
		SP:Iteration 14Q (6305.040000 sec): 3 clusters
  Score: Raw -1594529.509196 + Penalty 3100.758224 = -1591428.750972
  nChanged 321
		SP:Iteration 15Q (6305.080000 sec): 3 clusters
  Score: Raw -1594665.549513 + Penalty 3100.758224 = -1591564.791288
  nChanged 294
		SP:Iteration 16Q (6305.110000 sec): 3 clusters
  Score: Raw -1594793.008571 + Penalty 3100.758224 = -1591692.250347
  nChanged 256
		SP:Iteration 17Q (6305.140000 sec): 3 clusters
  Score: Raw -1594909.096839 + Penalty 3100.758224 = -1591808.338614
  nChanged 271
		SP:Iteration 18Q (6305.180000 sec): 3 clusters
  Score: Raw -1595045.994769 + Penalty 3100.758224 = -1591945.236545
  nChanged 272
		SP:Iteration 19Q (6305.220000 sec): 3 clusters
  Score: Raw -1595175.046707 + Penalty 3100.758224 = -1592074.288483
  nChanged 201
		SP:Iteration 20F (6305.250000 sec): 3 clusters
  Score: Raw -1595275.604800 + Penalty 3100.758224 = -1592174.846576
  nChanged 198
		SP:Iteration 21Q (6305.280000 sec): 3 clusters
  Score: Raw -1595375.215199 + Penalty 3100.758224 = -1592274.456975
  nChanged 164
		SP:Iteration 22Q (6305.320000 sec): 3 clusters
  Score: Raw -1595458.596522 + Penalty 3100.758224 = -1592357.838298
  nChanged 151
		SP:Iteration 23Q (6305.350000 sec): 3 clusters
  Score: Raw -1595540.771606 + Penalty 3100.758224 = -1592440.013382
  nChanged 126
		SP:Iteration 24Q (6305.380000 sec): 3 clusters
  Score: Raw -1595609.936886 + Penalty 3100.758224 = -1592509.178662
  nChanged 106
		SP:Iteration 25Q (6305.420000 sec): 3 clusters
  Score: Raw -1595668.103426 + Penalty 3100.758224 = -1592567.345201
  nChanged 80
		SP:Iteration 26Q (6305.450000 sec): 3 clusters
  Score: Raw -1595711.076008 + Penalty 3100.758224 = -1592610.317784
  nChanged 65
		SP:Iteration 27Q (6305.480000 sec): 3 clusters
  Score: Raw -1595752.317429 + Penalty 3100.758224 = -1592651.559205
  nChanged 56
		SP:Iteration 28Q (6305.520000 sec): 3 clusters
  Score: Raw -1595781.543533 + Penalty 3100.758224 = -1592680.785308
  nChanged 39
		SP:Iteration 29Q (6305.550000 sec): 3 clusters
  Score: Raw -1595801.931370 + Penalty 3100.758224 = -1592701.173145
  nChanged 37
		SP:Iteration 30Q (6305.580000 sec): 3 clusters
  Score: Raw -1595825.499513 + Penalty 3100.758224 = -1592724.741289
  nChanged 28
		SP:Iteration 31Q (6305.610000 sec): 3 clusters
  Score: Raw -1595846.385430 + Penalty 3100.758224 = -1592745.627206
  nChanged 24
		SP:Iteration 32Q (6305.640000 sec): 3 clusters
  Score: Raw -1595864.909687 + Penalty 3100.758224 = -1592764.151462
  nChanged 24
		SP:Iteration 33Q (6305.670000 sec): 3 clusters
  Score: Raw -1595880.787287 + Penalty 3100.758224 = -1592780.029062
  nChanged 19
		SP:Iteration 34Q (6305.700000 sec): 3 clusters
  Score: Raw -1595893.949646 + Penalty 3100.758224 = -1592793.191422
  nChanged 20
		SP:Iteration 35Q (6305.730000 sec): 3 clusters
  Score: Raw -1595908.492512 + Penalty 3100.758224 = -1592807.734288
  nChanged 15
		SP:Iteration 36Q (6305.760000 sec): 3 clusters
  Score: Raw -1595917.720247 + Penalty 3100.758224 = -1592816.962022
  nChanged 14
		SP:Iteration 37Q (6305.790000 sec): 3 clusters
  Score: Raw -1595925.061938 + Penalty 3100.758224 = -1592824.303714
  nChanged 8
		SP:Iteration 38Q (6305.820000 sec): 3 clusters
  Score: Raw -1595928.106545 + Penalty 3100.758224 = -1592827.348321
  nChanged 3
		SP:Iteration 39Q (6305.850000 sec): 3 clusters
  Score: Raw -1595930.013446 + Penalty 3100.758224 = -1592829.255222
  nChanged 0
		SP:Iteration 40F (6305.880000 sec): 3 clusters
  Score: Raw -1595930.013446 + Penalty 3100.758224 = -1592829.255222
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 52 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6305.900000 sec): 2 clusters
  Score: Raw -443195.398239 + Penalty 1343.960328 = -441851.437911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6305.910000 sec): 3 clusters
  Score: Raw -441228.424768 + Penalty 2687.920656 = -438540.504112
  nChanged 1545
		SP:Iteration 1F (6305.920000 sec): 3 clusters
  Score: Raw -442052.373647 + Penalty 2687.920656 = -439364.452991
  nChanged 271
		SP:Iteration 2F (6305.930000 sec): 3 clusters
  Score: Raw -442185.135039 + Penalty 2687.920656 = -439497.214383
  nChanged 188
		SP:Iteration 3Q (6305.940000 sec): 3 clusters
  Score: Raw -442291.364830 + Penalty 2687.920656 = -439603.444174
  nChanged 157
		SP:Iteration 4Q (6305.950000 sec): 3 clusters
  Score: Raw -442369.193285 + Penalty 2687.920656 = -439681.272630
  nChanged 117
		SP:Iteration 5Q (6305.960000 sec): 3 clusters
  Score: Raw -442427.006171 + Penalty 2687.920656 = -439739.085516
  nChanged 118
		SP:Iteration 6Q (6305.960000 sec): 3 clusters
  Score: Raw -442487.007851 + Penalty 2687.920656 = -439799.087196
  nChanged 101
		SP:Iteration 7Q (6305.980000 sec): 3 clusters
  Score: Raw -442540.055939 + Penalty 2687.920656 = -439852.135283
  nChanged 94
		SP:Iteration 8Q (6305.980000 sec): 3 clusters
  Score: Raw -442587.901814 + Penalty 2687.920656 = -439899.981158
  nChanged 88
		SP:Iteration 9Q (6306.000000 sec): 3 clusters
  Score: Raw -442633.524713 + Penalty 2687.920656 = -439945.604057
  nChanged 93
		SP:Iteration 10Q (6306.000000 sec): 3 clusters
  Score: Raw -442689.865650 + Penalty 2687.920656 = -440001.944994
  nChanged 99
		SP:Iteration 11Q (6306.010000 sec): 3 clusters
  Score: Raw -442765.455805 + Penalty 2687.920656 = -440077.535149
  nChanged 123
		SP:Iteration 12Q (6306.020000 sec): 3 clusters
  Score: Raw -442843.662839 + Penalty 2687.920656 = -440155.742183
  nChanged 123
		SP:Iteration 13Q (6306.030000 sec): 3 clusters
  Score: Raw -442926.296941 + Penalty 2687.920656 = -440238.376285
  nChanged 115
		SP:Iteration 14Q (6306.040000 sec): 3 clusters
  Score: Raw -443001.880685 + Penalty 2687.920656 = -440313.960029
  nChanged 120
		SP:Iteration 15Q (6306.050000 sec): 3 clusters
  Score: Raw -443079.768942 + Penalty 2687.920656 = -440391.848286
  nChanged 94
		SP:Iteration 16Q (6306.060000 sec): 3 clusters
  Score: Raw -443142.769881 + Penalty 2687.920656 = -440454.849225
  nChanged 83
		SP:Iteration 17Q (6306.070000 sec): 3 clusters
  Score: Raw -443203.180154 + Penalty 2687.920656 = -440515.259498
  nChanged 79
		SP:Iteration 18Q (6306.080000 sec): 3 clusters
  Score: Raw -443261.281163 + Penalty 2687.920656 = -440573.360507
  nChanged 66
		SP:Iteration 19Q (6306.090000 sec): 3 clusters
  Score: Raw -443305.441851 + Penalty 2687.920656 = -440617.521196
  nChanged 62
		SP:Iteration 20F (6306.100000 sec): 3 clusters
  Score: Raw -443342.356429 + Penalty 2687.920656 = -440654.435773
  nChanged 63
		SP:Iteration 21Q (6306.100000 sec): 3 clusters
  Score: Raw -443389.667987 + Penalty 2687.920656 = -440701.747332
  nChanged 54
		SP:Iteration 22Q (6306.120000 sec): 3 clusters
  Score: Raw -443431.051953 + Penalty 2687.920656 = -440743.131297
  nChanged 45
		SP:Iteration 23Q (6306.120000 sec): 3 clusters
  Score: Raw -443459.272403 + Penalty 2687.920656 = -440771.351747
  nChanged 31
		SP:Iteration 24Q (6306.130000 sec): 3 clusters
  Score: Raw -443479.289906 + Penalty 2687.920656 = -440791.369251
  nChanged 21
		SP:Iteration 25Q (6306.140000 sec): 3 clusters
  Score: Raw -443489.494583 + Penalty 2687.920656 = -440801.573927
  nChanged 16
		SP:Iteration 26Q (6306.150000 sec): 3 clusters
  Score: Raw -443496.005165 + Penalty 2687.920656 = -440808.084509
  nChanged 15
		SP:Iteration 27Q (6306.160000 sec): 3 clusters
  Score: Raw -443501.981528 + Penalty 2687.920656 = -440814.060872
  nChanged 11
		SP:Iteration 28Q (6306.160000 sec): 3 clusters
  Score: Raw -443507.424821 + Penalty 2687.920656 = -440819.504165
  nChanged 11
		SP:Iteration 29Q (6306.170000 sec): 3 clusters
  Score: Raw -443513.336429 + Penalty 2687.920656 = -440825.415773
  nChanged 12
		SP:Iteration 30Q (6306.180000 sec): 3 clusters
  Score: Raw -443520.928805 + Penalty 2687.920656 = -440833.008149
  nChanged 14
		SP:Iteration 31Q (6306.180000 sec): 3 clusters
  Score: Raw -443529.094572 + Penalty 2687.920656 = -440841.173916
  nChanged 6
		SP:Iteration 32Q (6306.190000 sec): 3 clusters
  Score: Raw -443531.209868 + Penalty 2687.920656 = -440843.289212
  nChanged 1
		SP:Iteration 33Q (6306.200000 sec): 3 clusters
  Score: Raw -443531.506861 + Penalty 2687.920656 = -440843.586205
  nChanged 2
		SP:Iteration 34Q (6306.210000 sec): 3 clusters
  Score: Raw -443532.468901 + Penalty 2687.920656 = -440844.548245
  nChanged 1
		SP:Iteration 35Q (6306.220000 sec): 3 clusters
  Score: Raw -443532.670298 + Penalty 2687.920656 = -440844.749642
  nChanged 0
		SP:Iteration 36F (6306.230000 sec): 3 clusters
  Score: Raw -443532.670298 + Penalty 2687.920656 = -440844.749642
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 53 (10554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6306.260000 sec): 2 clusters
  Score: Raw -1187915.074821 + Penalty 1505.442285 = -1186409.632536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6306.290000 sec): 3 clusters
  Score: Raw -1181863.680550 + Penalty 3010.884570 = -1178852.795981
  nChanged 4582
		SP:Iteration 1F (6306.320000 sec): 3 clusters
  Score: Raw -1184297.324799 + Penalty 3010.884570 = -1181286.440229
  nChanged 650
		SP:Iteration 2F (6306.340000 sec): 3 clusters
  Score: Raw -1184618.264485 + Penalty 3010.884570 = -1181607.379915
  nChanged 606
		SP:Iteration 3F (6306.370000 sec): 3 clusters
  Score: Raw -1185002.064956 + Penalty 3010.884570 = -1181991.180386
  nChanged 640
		SP:Iteration 4F (6306.400000 sec): 3 clusters
  Score: Raw -1185465.073822 + Penalty 3010.884570 = -1182454.189253
  nChanged 670
		SP:Iteration 5F (6306.420000 sec): 3 clusters
  Score: Raw -1186027.594942 + Penalty 3010.884570 = -1183016.710373
  nChanged 774
		SP:Iteration 6F (6306.450000 sec): 3 clusters
  Score: Raw -1186683.459242 + Penalty 3010.884570 = -1183672.574672
  nChanged 725
		SP:Iteration 7F (6306.470000 sec): 3 clusters
  Score: Raw -1187321.241012 + Penalty 3010.884570 = -1184310.356442
  nChanged 619
		SP:Iteration 8F (6306.500000 sec): 3 clusters
  Score: Raw -1187837.837571 + Penalty 3010.884570 = -1184826.953001
  nChanged 497
		SP:Iteration 9Q (6306.520000 sec): 3 clusters
  Score: Raw -1188189.424337 + Penalty 3010.884570 = -1185178.539768
  nChanged 364
		SP:Iteration 10Q (6306.550000 sec): 3 clusters
  Score: Raw -1188422.187619 + Penalty 3010.884570 = -1185411.303049
  nChanged 270
		SP:Iteration 11Q (6306.580000 sec): 3 clusters
  Score: Raw -1188567.677922 + Penalty 3010.884570 = -1185556.793353
  nChanged 215
		SP:Iteration 12Q (6306.600000 sec): 3 clusters
  Score: Raw -1188680.409933 + Penalty 3010.884570 = -1185669.525363
  nChanged 164
		SP:Iteration 13Q (6306.620000 sec): 3 clusters
  Score: Raw -1188747.839640 + Penalty 3010.884570 = -1185736.955071
  nChanged 124
		SP:Iteration 14Q (6306.650000 sec): 3 clusters
  Score: Raw -1188793.871587 + Penalty 3010.884570 = -1185782.987017
  nChanged 99
		SP:Iteration 15Q (6306.670000 sec): 3 clusters
  Score: Raw -1188818.234117 + Penalty 3010.884570 = -1185807.349548
  nChanged 67
		SP:Iteration 16Q (6306.700000 sec): 3 clusters
  Score: Raw -1188833.891494 + Penalty 3010.884570 = -1185823.006925
  nChanged 48
		SP:Iteration 17Q (6306.720000 sec): 3 clusters
  Score: Raw -1188845.078253 + Penalty 3010.884570 = -1185834.193683
  nChanged 49
		SP:Iteration 18Q (6306.750000 sec): 3 clusters
  Score: Raw -1188854.054268 + Penalty 3010.884570 = -1185843.169698
  nChanged 33
		SP:Iteration 19Q (6306.770000 sec): 3 clusters
  Score: Raw -1188859.558646 + Penalty 3010.884570 = -1185848.674076
  nChanged 21
		SP:Iteration 20F (6306.800000 sec): 3 clusters
  Score: Raw -1188862.515206 + Penalty 3010.884570 = -1185851.630636
  nChanged 18
		SP:Iteration 21Q (6306.820000 sec): 3 clusters
  Score: Raw -1188865.252404 + Penalty 3010.884570 = -1185854.367834
  nChanged 16
		SP:Iteration 22Q (6306.840000 sec): 3 clusters
  Score: Raw -1188867.436082 + Penalty 3010.884570 = -1185856.551513
  nChanged 11
		SP:Iteration 23Q (6306.870000 sec): 3 clusters
  Score: Raw -1188868.777574 + Penalty 3010.884570 = -1185857.893004
  nChanged 4
		SP:Iteration 24Q (6306.890000 sec): 3 clusters
  Score: Raw -1188869.316064 + Penalty 3010.884570 = -1185858.431494
  nChanged 5
		SP:Iteration 25Q (6306.920000 sec): 3 clusters
  Score: Raw -1188869.830375 + Penalty 3010.884570 = -1185858.945805
  nChanged 4
		SP:Iteration 26Q (6306.940000 sec): 3 clusters
  Score: Raw -1188870.032244 + Penalty 3010.884570 = -1185859.147675
  nChanged 1
		SP:Iteration 27Q (6306.960000 sec): 3 clusters
  Score: Raw -1188870.118960 + Penalty 3010.884570 = -1185859.234391
  nChanged 0
		SP:Iteration 28F (6306.990000 sec): 3 clusters
  Score: Raw -1188870.118960 + Penalty 3010.884570 = -1185859.234391
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 54 (1510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6307.000000 sec): 2 clusters
  Score: Raw -141091.733387 + Penalty 1189.478051 = -139902.255336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6307.010000 sec): 3 clusters
  Score: Raw -140502.222662 + Penalty 2378.956102 = -138123.266560
  nChanged 514
		SP:Iteration 1F (6307.010000 sec): 3 clusters
  Score: Raw -140983.232435 + Penalty 2378.956102 = -138604.276333
  nChanged 159
		SP:Iteration 2F (6307.010000 sec): 3 clusters
  Score: Raw -141170.819880 + Penalty 2378.956102 = -138791.863778
  nChanged 89
		SP:Iteration 3F (6307.020000 sec): 3 clusters
  Score: Raw -141262.998074 + Penalty 2378.956102 = -138884.041972
  nChanged 74
		SP:Iteration 4Q (6307.020000 sec): 3 clusters
  Score: Raw -141352.428465 + Penalty 2378.956102 = -138973.472362
  nChanged 57
		SP:Iteration 5Q (6307.020000 sec): 3 clusters
  Score: Raw -141427.866110 + Penalty 2378.956102 = -139048.910008
  nChanged 48
		SP:Iteration 6Q (6307.030000 sec): 3 clusters
  Score: Raw -141510.623533 + Penalty 2378.956102 = -139131.667431
  nChanged 54
		SP:Iteration 7Q (6307.030000 sec): 3 clusters
  Score: Raw -141590.724358 + Penalty 2378.956102 = -139211.768256
  nChanged 52
		SP:Iteration 8Q (6307.040000 sec): 3 clusters
  Score: Raw -141651.058373 + Penalty 2378.956102 = -139272.102271
  nChanged 34
		SP:Iteration 9Q (6307.040000 sec): 3 clusters
  Score: Raw -141694.941120 + Penalty 2378.956102 = -139315.985018
  nChanged 25
		SP:Iteration 10Q (6307.040000 sec): 3 clusters
  Score: Raw -141734.301669 + Penalty 2378.956102 = -139355.345567
  nChanged 29
		SP:Iteration 11Q (6307.040000 sec): 3 clusters
  Score: Raw -141761.130180 + Penalty 2378.956102 = -139382.174078
  nChanged 20
		SP:Iteration 12Q (6307.050000 sec): 3 clusters
  Score: Raw -141777.229029 + Penalty 2378.956102 = -139398.272927
  nChanged 15
		SP:Iteration 13Q (6307.050000 sec): 3 clusters
  Score: Raw -141785.138737 + Penalty 2378.956102 = -139406.182635
  nChanged 8
		SP:Iteration 14Q (6307.060000 sec): 3 clusters
  Score: Raw -141791.267104 + Penalty 2378.956102 = -139412.311002
  nChanged 5
		SP:Iteration 15Q (6307.060000 sec): 3 clusters
  Score: Raw -141794.558028 + Penalty 2378.956102 = -139415.601926
  nChanged 4
		SP:Iteration 16Q (6307.060000 sec): 3 clusters
  Score: Raw -141796.478644 + Penalty 2378.956102 = -139417.522542
  nChanged 4
		SP:Iteration 17Q (6307.070000 sec): 3 clusters
  Score: Raw -141798.601360 + Penalty 2378.956102 = -139419.645258
  nChanged 3
		SP:Iteration 18Q (6307.070000 sec): 3 clusters
  Score: Raw -141799.548942 + Penalty 2378.956102 = -139420.592840
  nChanged 1
		SP:Iteration 19Q (6307.070000 sec): 3 clusters
  Score: Raw -141799.868570 + Penalty 2378.956102 = -139420.912468
  nChanged 3
		SP:Iteration 20F (6307.080000 sec): 3 clusters
  Score: Raw -141801.183169 + Penalty 2378.956102 = -139422.227067
  nChanged 3
		SP:Iteration 21Q (6307.080000 sec): 3 clusters
  Score: Raw -141802.341235 + Penalty 2378.956102 = -139423.385133
  nChanged 5
		SP:Iteration 22Q (6307.080000 sec): 3 clusters
  Score: Raw -141804.396731 + Penalty 2378.956102 = -139425.440629
  nChanged 4
		SP:Iteration 23Q (6307.090000 sec): 3 clusters
  Score: Raw -141806.451677 + Penalty 2378.956102 = -139427.495575
  nChanged 2
		SP:Iteration 24Q (6307.090000 sec): 3 clusters
  Score: Raw -141807.462665 + Penalty 2378.956102 = -139428.506563
  nChanged 2
		SP:Iteration 25Q (6307.090000 sec): 3 clusters
  Score: Raw -141808.222329 + Penalty 2378.956102 = -139429.266227
  nChanged 1
		SP:Iteration 26Q (6307.100000 sec): 3 clusters
  Score: Raw -141808.553560 + Penalty 2378.956102 = -139429.597457
  nChanged 0
		SP:Iteration 27F (6307.100000 sec): 3 clusters
  Score: Raw -141808.553560 + Penalty 2378.956102 = -139429.597457
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 55 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6307.120000 sec): 2 clusters
  Score: Raw -572754.749219 + Penalty 1384.983671 = -571369.765548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6307.130000 sec): 3 clusters
  Score: Raw -570169.744877 + Penalty 2769.967342 = -567399.777536
  nChanged 2014
		SP:Iteration 1F (6307.140000 sec): 3 clusters
  Score: Raw -571206.527384 + Penalty 2769.967342 = -568436.560042
  nChanged 359
		SP:Iteration 2F (6307.160000 sec): 3 clusters
  Score: Raw -571406.840623 + Penalty 2769.967342 = -568636.873281
  nChanged 318
		SP:Iteration 3F (6307.170000 sec): 3 clusters
  Score: Raw -571603.953426 + Penalty 2769.967342 = -568833.986085
  nChanged 281
		SP:Iteration 4F (6307.180000 sec): 3 clusters
  Score: Raw -571743.247471 + Penalty 2769.967342 = -568973.280129
  nChanged 222
		SP:Iteration 5Q (6307.190000 sec): 3 clusters
  Score: Raw -571860.934593 + Penalty 2769.967342 = -569090.967252
  nChanged 205
		SP:Iteration 6Q (6307.200000 sec): 3 clusters
  Score: Raw -571978.514895 + Penalty 2769.967342 = -569208.547554
  nChanged 182
		SP:Iteration 7Q (6307.220000 sec): 3 clusters
  Score: Raw -572079.795382 + Penalty 2769.967342 = -569309.828040
  nChanged 161
		SP:Iteration 8Q (6307.230000 sec): 3 clusters
  Score: Raw -572165.042547 + Penalty 2769.967342 = -569395.075206
  nChanged 154
		SP:Iteration 9Q (6307.240000 sec): 3 clusters
  Score: Raw -572246.318081 + Penalty 2769.967342 = -569476.350739
  nChanged 142
		SP:Iteration 10Q (6307.260000 sec): 3 clusters
  Score: Raw -572322.365748 + Penalty 2769.967342 = -569552.398406
  nChanged 140
		SP:Iteration 11Q (6307.270000 sec): 3 clusters
  Score: Raw -572403.217613 + Penalty 2769.967342 = -569633.250271
  nChanged 135
		SP:Iteration 12Q (6307.280000 sec): 3 clusters
  Score: Raw -572496.818822 + Penalty 2769.967342 = -569726.851481
  nChanged 135
		SP:Iteration 13Q (6307.290000 sec): 3 clusters
  Score: Raw -572588.714150 + Penalty 2769.967342 = -569818.746808
  nChanged 110
		SP:Iteration 14Q (6307.300000 sec): 3 clusters
  Score: Raw -572654.406860 + Penalty 2769.967342 = -569884.439518
  nChanged 86
		SP:Iteration 15Q (6307.320000 sec): 3 clusters
  Score: Raw -572707.015547 + Penalty 2769.967342 = -569937.048206
  nChanged 75
		SP:Iteration 16Q (6307.330000 sec): 3 clusters
  Score: Raw -572753.508806 + Penalty 2769.967342 = -569983.541464
  nChanged 64
		SP:Iteration 17Q (6307.340000 sec): 3 clusters
  Score: Raw -572794.043018 + Penalty 2769.967342 = -570024.075677
  nChanged 53
		SP:Iteration 18Q (6307.350000 sec): 3 clusters
  Score: Raw -572824.171976 + Penalty 2769.967342 = -570054.204634
  nChanged 47
		SP:Iteration 19Q (6307.360000 sec): 3 clusters
  Score: Raw -572851.212859 + Penalty 2769.967342 = -570081.245517
  nChanged 32
		SP:Iteration 20F (6307.380000 sec): 3 clusters
  Score: Raw -572872.626932 + Penalty 2769.967342 = -570102.659590
  nChanged 35
		SP:Iteration 21Q (6307.390000 sec): 3 clusters
  Score: Raw -572898.351410 + Penalty 2769.967342 = -570128.384068
  nChanged 36
		SP:Iteration 22Q (6307.400000 sec): 3 clusters
  Score: Raw -572925.840933 + Penalty 2769.967342 = -570155.873591
  nChanged 36
		SP:Iteration 23Q (6307.410000 sec): 3 clusters
  Score: Raw -572956.311545 + Penalty 2769.967342 = -570186.344203
  nChanged 27
		SP:Iteration 24Q (6307.430000 sec): 3 clusters
  Score: Raw -572977.921653 + Penalty 2769.967342 = -570207.954311
  nChanged 24
		SP:Iteration 25Q (6307.440000 sec): 3 clusters
  Score: Raw -572996.796311 + Penalty 2769.967342 = -570226.828969
  nChanged 23
		SP:Iteration 26Q (6307.450000 sec): 3 clusters
  Score: Raw -573012.524190 + Penalty 2769.967342 = -570242.556848
  nChanged 15
		SP:Iteration 27Q (6307.460000 sec): 3 clusters
  Score: Raw -573021.320656 + Penalty 2769.967342 = -570251.353315
  nChanged 11
		SP:Iteration 28Q (6307.480000 sec): 3 clusters
  Score: Raw -573027.259701 + Penalty 2769.967342 = -570257.292359
  nChanged 5
		SP:Iteration 29Q (6307.490000 sec): 3 clusters
  Score: Raw -573029.986061 + Penalty 2769.967342 = -570260.018720
  nChanged 6
		SP:Iteration 30Q (6307.500000 sec): 3 clusters
  Score: Raw -573033.948109 + Penalty 2769.967342 = -570263.980767
  nChanged 4
		SP:Iteration 31Q (6307.510000 sec): 3 clusters
  Score: Raw -573036.575153 + Penalty 2769.967342 = -570266.607811
  nChanged 1
		SP:Iteration 32Q (6307.520000 sec): 3 clusters
  Score: Raw -573036.872809 + Penalty 2769.967342 = -570266.905467
  nChanged 0
		SP:Iteration 33F (6307.530000 sec): 3 clusters
  Score: Raw -573036.872809 + Penalty 2769.967342 = -570266.905467
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 56 (64972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6307.720000 sec): 2 clusters
  Score: Raw -7685721.920921 + Penalty 1800.778149 = -7683921.142772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6307.900000 sec): 3 clusters
  Score: Raw -7644116.966267 + Penalty 3601.556298 = -7640515.409969
  nChanged 30630
		SP:Iteration 1F (6308.060000 sec): 3 clusters
  Score: Raw -7661659.967899 + Penalty 3601.556298 = -7658058.411601
  nChanged 2308
		SP:Iteration 2Q (6308.240000 sec): 3 clusters
  Score: Raw -7662290.784787 + Penalty 3601.556298 = -7658689.228488
  nChanged 2423
		SP:Iteration 3Q (6308.410000 sec): 3 clusters
  Score: Raw -7663130.746590 + Penalty 3601.556298 = -7659529.190292
  nChanged 2730
		SP:Iteration 4Q (6308.580000 sec): 3 clusters
  Score: Raw -7664322.531273 + Penalty 3601.556298 = -7660720.974975
  nChanged 3365
		SP:Iteration 5F (6308.750000 sec): 3 clusters
  Score: Raw -7666178.428278 + Penalty 3601.556298 = -7662576.871980
  nChanged 4106
		SP:Iteration 6F (6308.920000 sec): 3 clusters
  Score: Raw -7669042.541635 + Penalty 3601.556298 = -7665440.985337
  nChanged 4933
		SP:Iteration 7F (6309.090000 sec): 3 clusters
  Score: Raw -7673187.232818 + Penalty 3601.556298 = -7669585.676520
  nChanged 5151
		SP:Iteration 8F (6309.260000 sec): 3 clusters
  Score: Raw -7677938.352558 + Penalty 3601.556298 = -7674336.796260
  nChanged 4100
		SP:Iteration 9F (6309.420000 sec): 3 clusters
  Score: Raw -7681773.866175 + Penalty 3601.556298 = -7678172.309877
  nChanged 2469
		SP:Iteration 10Q (6309.570000 sec): 3 clusters
  Score: Raw -7684010.526602 + Penalty 3601.556298 = -7680408.970304
  nChanged 1220
		SP:Iteration 11Q (6309.710000 sec): 3 clusters
  Score: Raw -7685097.261326 + Penalty 3601.556298 = -7681495.705027
  nChanged 571
		SP:Iteration 12Q (6309.830000 sec): 3 clusters
  Score: Raw -7685574.097738 + Penalty 3601.556298 = -7681972.541440
  nChanged 283
		SP:Iteration 13Q (6309.960000 sec): 3 clusters
  Score: Raw -7685775.086354 + Penalty 3601.556298 = -7682173.530056
  nChanged 167
		SP:Iteration 14Q (6310.080000 sec): 3 clusters
  Score: Raw -7685881.975849 + Penalty 3601.556298 = -7682280.419551
  nChanged 111
		SP:Iteration 15Q (6310.190000 sec): 3 clusters
  Score: Raw -7685951.895054 + Penalty 3601.556298 = -7682350.338755
  nChanged 78
		SP:Iteration 16Q (6310.310000 sec): 3 clusters
  Score: Raw -7686000.198021 + Penalty 3601.556298 = -7682398.641722
  nChanged 43
		SP:Iteration 17Q (6310.430000 sec): 3 clusters
  Score: Raw -7686023.988293 + Penalty 3601.556298 = -7682422.431995
  nChanged 37
		SP:Iteration 18Q (6310.550000 sec): 3 clusters
  Score: Raw -7686043.909421 + Penalty 3601.556298 = -7682442.353122
  nChanged 24
		SP:Iteration 19Q (6310.660000 sec): 3 clusters
  Score: Raw -7686056.293862 + Penalty 3601.556298 = -7682454.737563
  nChanged 20
		SP:Iteration 20F (6310.830000 sec): 3 clusters
  Score: Raw -7686068.858466 + Penalty 3601.556298 = -7682467.302168
  nChanged 16
		SP:Iteration 21Q (6310.950000 sec): 3 clusters
  Score: Raw -7686077.476451 + Penalty 3601.556298 = -7682475.920153
  nChanged 14
		SP:Iteration 22Q (6311.060000 sec): 3 clusters
  Score: Raw -7686085.667122 + Penalty 3601.556298 = -7682484.110824
  nChanged 11
		SP:Iteration 23Q (6311.180000 sec): 3 clusters
  Score: Raw -7686092.183742 + Penalty 3601.556298 = -7682490.627444
  nChanged 11
		SP:Iteration 24Q (6311.300000 sec): 3 clusters
  Score: Raw -7686095.824416 + Penalty 3601.556298 = -7682494.268118
  nChanged 1
		SP:Iteration 25Q (6311.420000 sec): 3 clusters
  Score: Raw -7686096.122035 + Penalty 3601.556298 = -7682494.565736
  nChanged 0
		SP:Iteration 26F (6311.580000 sec): 3 clusters
  Score: Raw -7686096.122035 + Penalty 3601.556298 = -7682494.565736
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 57 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6311.620000 sec): 2 clusters
  Score: Raw -257484.921093 + Penalty 1262.798401 = -256222.122691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6311.630000 sec): 3 clusters
  Score: Raw -256449.367813 + Penalty 2525.596803 = -253923.771010
  nChanged 846
		SP:Iteration 1F (6311.630000 sec): 3 clusters
  Score: Raw -257167.564449 + Penalty 2525.596803 = -254641.967646
  nChanged 253
		SP:Iteration 2F (6311.640000 sec): 3 clusters
  Score: Raw -257455.749806 + Penalty 2525.596803 = -254930.153003
  nChanged 178
		SP:Iteration 3F (6311.640000 sec): 3 clusters
  Score: Raw -257657.917086 + Penalty 2525.596803 = -255132.320283
  nChanged 126
		SP:Iteration 4F (6311.650000 sec): 3 clusters
  Score: Raw -257838.776868 + Penalty 2525.596803 = -255313.180065
  nChanged 115
		SP:Iteration 5Q (6311.660000 sec): 3 clusters
  Score: Raw -258007.278488 + Penalty 2525.596803 = -255481.681685
  nChanged 121
		SP:Iteration 6F (6311.660000 sec): 3 clusters
  Score: Raw -258228.628333 + Penalty 2525.596803 = -255703.031530
  nChanged 103
		SP:Iteration 7Q (6311.670000 sec): 3 clusters
  Score: Raw -258402.790050 + Penalty 2525.596803 = -255877.193247
  nChanged 75
		SP:Iteration 8Q (6311.670000 sec): 3 clusters
  Score: Raw -258483.360248 + Penalty 2525.596803 = -255957.763445
  nChanged 36
		SP:Iteration 9Q (6311.680000 sec): 3 clusters
  Score: Raw -258506.519922 + Penalty 2525.596803 = -255980.923119
  nChanged 19
		SP:Iteration 10Q (6311.680000 sec): 3 clusters
  Score: Raw -258520.801987 + Penalty 2525.596803 = -255995.205184
  nChanged 14
		SP:Iteration 11Q (6311.690000 sec): 3 clusters
  Score: Raw -258531.466864 + Penalty 2525.596803 = -256005.870061
  nChanged 13
		SP:Iteration 12Q (6311.690000 sec): 3 clusters
  Score: Raw -258541.123550 + Penalty 2525.596803 = -256015.526747
  nChanged 10
		SP:Iteration 13Q (6311.700000 sec): 3 clusters
  Score: Raw -258547.781781 + Penalty 2525.596803 = -256022.184978
  nChanged 6
		SP:Iteration 14Q (6311.700000 sec): 3 clusters
  Score: Raw -258550.599703 + Penalty 2525.596803 = -256025.002900
  nChanged 5
		SP:Iteration 15Q (6311.710000 sec): 3 clusters
  Score: Raw -258554.753586 + Penalty 2525.596803 = -256029.156784
  nChanged 4
		SP:Iteration 16Q (6311.710000 sec): 3 clusters
  Score: Raw -258556.499325 + Penalty 2525.596803 = -256030.902522
  nChanged 2
		SP:Iteration 17Q (6311.720000 sec): 3 clusters
  Score: Raw -258557.303186 + Penalty 2525.596803 = -256031.706384
  nChanged 0
		SP:Iteration 18F (6311.720000 sec): 3 clusters
  Score: Raw -258557.303186 + Penalty 2525.596803 = -256031.706384
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 58 (18999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6311.780000 sec): 2 clusters
  Score: Raw -2267731.673456 + Penalty 1600.973014 = -2266130.700442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6311.840000 sec): 3 clusters
  Score: Raw -2256444.240028 + Penalty 3201.946028 = -2253242.294000
  nChanged 8476
		SP:Iteration 1F (6311.880000 sec): 3 clusters
  Score: Raw -2260858.976401 + Penalty 3201.946028 = -2257657.030373
  nChanged 901
		SP:Iteration 2Q (6311.930000 sec): 3 clusters
  Score: Raw -2261137.605616 + Penalty 3201.946028 = -2257935.659588
  nChanged 761
		SP:Iteration 3Q (6311.980000 sec): 3 clusters
  Score: Raw -2261360.291110 + Penalty 3201.946028 = -2258158.345081
  nChanged 712
		SP:Iteration 4Q (6312.030000 sec): 3 clusters
  Score: Raw -2261576.691948 + Penalty 3201.946028 = -2258374.745920
  nChanged 664
		SP:Iteration 5Q (6312.080000 sec): 3 clusters
  Score: Raw -2261790.766945 + Penalty 3201.946028 = -2258588.820917
  nChanged 678
		SP:Iteration 6Q (6312.130000 sec): 3 clusters
  Score: Raw -2262039.314006 + Penalty 3201.946028 = -2258837.367978
  nChanged 729
		SP:Iteration 7Q (6312.180000 sec): 3 clusters
  Score: Raw -2262332.610411 + Penalty 3201.946028 = -2259130.664383
  nChanged 776
		SP:Iteration 8Q (6312.230000 sec): 3 clusters
  Score: Raw -2262678.060710 + Penalty 3201.946028 = -2259476.114682
  nChanged 770
		SP:Iteration 9Q (6312.280000 sec): 3 clusters
  Score: Raw -2263075.896243 + Penalty 3201.946028 = -2259873.950215
  nChanged 848
		SP:Iteration 10Q (6312.330000 sec): 3 clusters
  Score: Raw -2263579.751998 + Penalty 3201.946028 = -2260377.805969
  nChanged 886
		SP:Iteration 11Q (6312.380000 sec): 3 clusters
  Score: Raw -2264163.970154 + Penalty 3201.946028 = -2260962.024126
  nChanged 862
		SP:Iteration 12Q (6312.430000 sec): 3 clusters
  Score: Raw -2264720.211799 + Penalty 3201.946028 = -2261518.265770
  nChanged 793
		SP:Iteration 13Q (6312.480000 sec): 3 clusters
  Score: Raw -2265138.579945 + Penalty 3201.946028 = -2261936.633917
  nChanged 593
		SP:Iteration 14Q (6312.520000 sec): 3 clusters
  Score: Raw -2265376.422827 + Penalty 3201.946028 = -2262174.476799
  nChanged 408
		SP:Iteration 15Q (6312.570000 sec): 3 clusters
  Score: Raw -2265519.203360 + Penalty 3201.946028 = -2262317.257332
  nChanged 328
		SP:Iteration 16Q (6312.620000 sec): 3 clusters
  Score: Raw -2265617.533302 + Penalty 3201.946028 = -2262415.587274
  nChanged 269
		SP:Iteration 17Q (6312.670000 sec): 3 clusters
  Score: Raw -2265693.427905 + Penalty 3201.946028 = -2262491.481877
  nChanged 241
		SP:Iteration 18Q (6312.720000 sec): 3 clusters
  Score: Raw -2265760.782955 + Penalty 3201.946028 = -2262558.836927
  nChanged 190
		SP:Iteration 19Q (6312.760000 sec): 3 clusters
  Score: Raw -2265806.918640 + Penalty 3201.946028 = -2262604.972612
  nChanged 197
		SP:Iteration 20F (6312.810000 sec): 3 clusters
  Score: Raw -2265853.979004 + Penalty 3201.946028 = -2262652.032975
  nChanged 172
		SP:Iteration 21Q (6312.860000 sec): 3 clusters
  Score: Raw -2265891.531145 + Penalty 3201.946028 = -2262689.585116
  nChanged 173
		SP:Iteration 22Q (6312.900000 sec): 3 clusters
  Score: Raw -2265932.667866 + Penalty 3201.946028 = -2262730.721838
  nChanged 176
		SP:Iteration 23Q (6312.950000 sec): 3 clusters
  Score: Raw -2265972.004848 + Penalty 3201.946028 = -2262770.058820
  nChanged 160
		SP:Iteration 24Q (6313.000000 sec): 3 clusters
  Score: Raw -2266002.123356 + Penalty 3201.946028 = -2262800.177328
  nChanged 145
		SP:Iteration 25Q (6313.040000 sec): 3 clusters
  Score: Raw -2266031.620830 + Penalty 3201.946028 = -2262829.674802
  nChanged 132
		SP:Iteration 26Q (6313.090000 sec): 3 clusters
  Score: Raw -2266060.999400 + Penalty 3201.946028 = -2262859.053372
  nChanged 153
		SP:Iteration 27Q (6313.140000 sec): 3 clusters
  Score: Raw -2266090.343742 + Penalty 3201.946028 = -2262888.397714
  nChanged 132
		SP:Iteration 28Q (6313.180000 sec): 3 clusters
  Score: Raw -2266114.324310 + Penalty 3201.946028 = -2262912.378282
  nChanged 120
		SP:Iteration 29Q (6313.230000 sec): 3 clusters
  Score: Raw -2266135.020433 + Penalty 3201.946028 = -2262933.074405
  nChanged 104
		SP:Iteration 30Q (6313.270000 sec): 3 clusters
  Score: Raw -2266153.315528 + Penalty 3201.946028 = -2262951.369499
  nChanged 102
		SP:Iteration 31Q (6313.320000 sec): 3 clusters
  Score: Raw -2266173.700055 + Penalty 3201.946028 = -2262971.754027
  nChanged 102
		SP:Iteration 32Q (6313.370000 sec): 3 clusters
  Score: Raw -2266194.159817 + Penalty 3201.946028 = -2262992.213789
  nChanged 102
		SP:Iteration 33Q (6313.410000 sec): 3 clusters
  Score: Raw -2266210.205781 + Penalty 3201.946028 = -2263008.259753
  nChanged 86
		SP:Iteration 34Q (6313.460000 sec): 3 clusters
  Score: Raw -2266224.301134 + Penalty 3201.946028 = -2263022.355106
  nChanged 93
		SP:Iteration 35Q (6313.500000 sec): 3 clusters
  Score: Raw -2266238.911436 + Penalty 3201.946028 = -2263036.965408
  nChanged 79
		SP:Iteration 36Q (6313.550000 sec): 3 clusters
  Score: Raw -2266252.129406 + Penalty 3201.946028 = -2263050.183378
  nChanged 85
		SP:Iteration 37Q (6313.600000 sec): 3 clusters
  Score: Raw -2266266.472068 + Penalty 3201.946028 = -2263064.526040
  nChanged 103
		SP:Iteration 38Q (6313.640000 sec): 3 clusters
  Score: Raw -2266282.508223 + Penalty 3201.946028 = -2263080.562195
  nChanged 109
		SP:Iteration 39Q (6313.690000 sec): 3 clusters
  Score: Raw -2266300.486901 + Penalty 3201.946028 = -2263098.540872
  nChanged 104
		SP:Iteration 40F (6313.740000 sec): 3 clusters
  Score: Raw -2266316.882346 + Penalty 3201.946028 = -2263114.936318
  nChanged 96
		SP:Iteration 41Q (6313.780000 sec): 3 clusters
  Score: Raw -2266333.447476 + Penalty 3201.946028 = -2263131.501448
  nChanged 86
		SP:Iteration 42Q (6313.830000 sec): 3 clusters
  Score: Raw -2266345.776085 + Penalty 3201.946028 = -2263143.830057
  nChanged 83
		SP:Iteration 43Q (6313.870000 sec): 3 clusters
  Score: Raw -2266357.185947 + Penalty 3201.946028 = -2263155.239918
  nChanged 78
		SP:Iteration 44Q (6313.920000 sec): 3 clusters
  Score: Raw -2266368.171849 + Penalty 3201.946028 = -2263166.225821
  nChanged 80
		SP:Iteration 45Q (6313.960000 sec): 3 clusters
  Score: Raw -2266378.769195 + Penalty 3201.946028 = -2263176.823167
  nChanged 65
		SP:Iteration 46Q (6314.010000 sec): 3 clusters
  Score: Raw -2266388.274924 + Penalty 3201.946028 = -2263186.328896
  nChanged 64
		SP:Iteration 47Q (6314.060000 sec): 3 clusters
  Score: Raw -2266397.251680 + Penalty 3201.946028 = -2263195.305652
  nChanged 55
		SP:Iteration 48Q (6314.100000 sec): 3 clusters
  Score: Raw -2266403.810288 + Penalty 3201.946028 = -2263201.864260
  nChanged 49
		SP:Iteration 49Q (6314.150000 sec): 3 clusters
  Score: Raw -2266409.521852 + Penalty 3201.946028 = -2263207.575824
  nChanged 44
		SP:Iteration 50Q (6314.190000 sec): 3 clusters
  Score: Raw -2266414.615828 + Penalty 3201.946028 = -2263212.669800
  nChanged 37
		SP:Iteration 51Q (6314.240000 sec): 3 clusters
  Score: Raw -2266418.028454 + Penalty 3201.946028 = -2263216.082426
  nChanged 32
		SP:Iteration 52Q (6314.280000 sec): 3 clusters
  Score: Raw -2266420.777447 + Penalty 3201.946028 = -2263218.831419
  nChanged 36
		SP:Iteration 53Q (6314.330000 sec): 3 clusters
  Score: Raw -2266424.456296 + Penalty 3201.946028 = -2263222.510268
  nChanged 39
		SP:Iteration 54Q (6314.380000 sec): 3 clusters
  Score: Raw -2266427.792926 + Penalty 3201.946028 = -2263225.846898
  nChanged 38
		SP:Iteration 55Q (6314.420000 sec): 3 clusters
  Score: Raw -2266431.234873 + Penalty 3201.946028 = -2263229.288845
  nChanged 36
		SP:Iteration 56Q (6314.470000 sec): 3 clusters
  Score: Raw -2266434.007069 + Penalty 3201.946028 = -2263232.061041
  nChanged 24
		SP:Iteration 57Q (6314.510000 sec): 3 clusters
  Score: Raw -2266435.802980 + Penalty 3201.946028 = -2263233.856952
  nChanged 25
		SP:Iteration 58Q (6314.560000 sec): 3 clusters
  Score: Raw -2266437.635058 + Penalty 3201.946028 = -2263235.689030
  nChanged 28
		SP:Iteration 59Q (6314.600000 sec): 3 clusters
  Score: Raw -2266440.336956 + Penalty 3201.946028 = -2263238.390928
  nChanged 34
		SP:Iteration 60F (6314.650000 sec): 3 clusters
  Score: Raw -2266442.915498 + Penalty 3201.946028 = -2263240.969470
  nChanged 23
		SP:Iteration 61Q (6314.710000 sec): 3 clusters
  Score: Raw -2266444.388135 + Penalty 3201.946028 = -2263242.442107
  nChanged 17
		SP:Iteration 62Q (6314.750000 sec): 3 clusters
  Score: Raw -2266445.529345 + Penalty 3201.946028 = -2263243.583317
  nChanged 20
		SP:Iteration 63Q (6314.790000 sec): 3 clusters
  Score: Raw -2266447.535500 + Penalty 3201.946028 = -2263245.589472
  nChanged 24
		SP:Iteration 64Q (6314.840000 sec): 3 clusters
  Score: Raw -2266449.229264 + Penalty 3201.946028 = -2263247.283236
  nChanged 22
		SP:Iteration 65Q (6314.890000 sec): 3 clusters
  Score: Raw -2266450.974116 + Penalty 3201.946028 = -2263249.028088
  nChanged 25
		SP:Iteration 66Q (6314.930000 sec): 3 clusters
  Score: Raw -2266452.990973 + Penalty 3201.946028 = -2263251.044945
  nChanged 23
		SP:Iteration 67Q (6314.980000 sec): 3 clusters
  Score: Raw -2266455.028887 + Penalty 3201.946028 = -2263253.082859
  nChanged 14
		SP:Iteration 68Q (6315.020000 sec): 3 clusters
  Score: Raw -2266456.016227 + Penalty 3201.946028 = -2263254.070199
  nChanged 21
		SP:Iteration 69Q (6315.070000 sec): 3 clusters
  Score: Raw -2266457.515285 + Penalty 3201.946028 = -2263255.569257
  nChanged 17
		SP:Iteration 70Q (6315.110000 sec): 3 clusters
  Score: Raw -2266458.922326 + Penalty 3201.946028 = -2263256.976297
  nChanged 13
		SP:Iteration 71Q (6315.160000 sec): 3 clusters
  Score: Raw -2266460.205687 + Penalty 3201.946028 = -2263258.259659
  nChanged 25
		SP:Iteration 72Q (6315.210000 sec): 3 clusters
  Score: Raw -2266462.193894 + Penalty 3201.946028 = -2263260.247866
  nChanged 31
		SP:Iteration 73Q (6315.250000 sec): 3 clusters
  Score: Raw -2266465.098988 + Penalty 3201.946028 = -2263263.152960
  nChanged 34
		SP:Iteration 74Q (6315.300000 sec): 3 clusters
  Score: Raw -2266468.321808 + Penalty 3201.946028 = -2263266.375780
  nChanged 24
		SP:Iteration 75Q (6315.340000 sec): 3 clusters
  Score: Raw -2266470.363288 + Penalty 3201.946028 = -2263268.417259
  nChanged 19
		SP:Iteration 76Q (6315.390000 sec): 3 clusters
  Score: Raw -2266472.127667 + Penalty 3201.946028 = -2263270.181639
  nChanged 20
		SP:Iteration 77Q (6315.430000 sec): 3 clusters
  Score: Raw -2266474.326849 + Penalty 3201.946028 = -2263272.380820
  nChanged 28
		SP:Iteration 78Q (6315.480000 sec): 3 clusters
  Score: Raw -2266477.914274 + Penalty 3201.946028 = -2263275.968246
  nChanged 33
		SP:Iteration 79Q (6315.520000 sec): 3 clusters
  Score: Raw -2266482.341958 + Penalty 3201.946028 = -2263280.395930
  nChanged 40
		SP:Iteration 80F (6315.570000 sec): 3 clusters
  Score: Raw -2266486.624002 + Penalty 3201.946028 = -2263284.677974
  nChanged 40
		SP:Iteration 81Q (6315.620000 sec): 3 clusters
  Score: Raw -2266491.350055 + Penalty 3201.946028 = -2263289.404027
  nChanged 45
		SP:Iteration 82Q (6315.660000 sec): 3 clusters
  Score: Raw -2266498.006266 + Penalty 3201.946028 = -2263296.060238
  nChanged 46
		SP:Iteration 83Q (6315.710000 sec): 3 clusters
  Score: Raw -2266503.695865 + Penalty 3201.946028 = -2263301.749837
  nChanged 43
		SP:Iteration 84Q (6315.750000 sec): 3 clusters
  Score: Raw -2266507.414258 + Penalty 3201.946028 = -2263305.468230
  nChanged 26
		SP:Iteration 85Q (6315.800000 sec): 3 clusters
  Score: Raw -2266509.449111 + Penalty 3201.946028 = -2263307.503083
  nChanged 20
		SP:Iteration 86Q (6315.850000 sec): 3 clusters
  Score: Raw -2266510.833395 + Penalty 3201.946028 = -2263308.887367
  nChanged 20
		SP:Iteration 87Q (6315.890000 sec): 3 clusters
  Score: Raw -2266512.736689 + Penalty 3201.946028 = -2263310.790661
  nChanged 20
		SP:Iteration 88Q (6315.940000 sec): 3 clusters
  Score: Raw -2266514.516835 + Penalty 3201.946028 = -2263312.570807
  nChanged 16
		SP:Iteration 89Q (6315.980000 sec): 3 clusters
  Score: Raw -2266515.536473 + Penalty 3201.946028 = -2263313.590445
  nChanged 12
		SP:Iteration 90Q (6316.030000 sec): 3 clusters
  Score: Raw -2266516.758445 + Penalty 3201.946028 = -2263314.812417
  nChanged 26
		SP:Iteration 91Q (6316.070000 sec): 3 clusters
  Score: Raw -2266519.161016 + Penalty 3201.946028 = -2263317.214988
  nChanged 26
		SP:Iteration 92Q (6316.120000 sec): 3 clusters
  Score: Raw -2266521.377935 + Penalty 3201.946028 = -2263319.431907
  nChanged 30
		SP:Iteration 93Q (6316.160000 sec): 3 clusters
  Score: Raw -2266524.228679 + Penalty 3201.946028 = -2263322.282651
  nChanged 25
		SP:Iteration 94Q (6316.210000 sec): 3 clusters
  Score: Raw -2266526.733649 + Penalty 3201.946028 = -2263324.787621
  nChanged 32
		SP:Iteration 95Q (6316.250000 sec): 3 clusters
  Score: Raw -2266530.173590 + Penalty 3201.946028 = -2263328.227562
  nChanged 31
		SP:Iteration 96Q (6316.300000 sec): 3 clusters
  Score: Raw -2266533.311473 + Penalty 3201.946028 = -2263331.365445
  nChanged 36
		SP:Iteration 97Q (6316.340000 sec): 3 clusters
  Score: Raw -2266536.729286 + Penalty 3201.946028 = -2263334.783258
  nChanged 27
		SP:Iteration 98Q (6316.390000 sec): 3 clusters
  Score: Raw -2266539.475095 + Penalty 3201.946028 = -2263337.529066
  nChanged 23
		SP:Iteration 99Q (6316.430000 sec): 3 clusters
  Score: Raw -2266541.433586 + Penalty 3201.946028 = -2263339.487558
  nChanged 21
		SP:Iteration 100F (6316.480000 sec): 3 clusters
  Score: Raw -2266543.053043 + Penalty 3201.946028 = -2263341.107015
  nChanged 14
		SP:Iteration 101Q (6316.530000 sec): 3 clusters
  Score: Raw -2266544.374421 + Penalty 3201.946028 = -2263342.428393
  nChanged 12
		SP:Iteration 102Q (6316.570000 sec): 3 clusters
  Score: Raw -2266545.453029 + Penalty 3201.946028 = -2263343.507001
  nChanged 5
		SP:Iteration 103Q (6316.610000 sec): 3 clusters
  Score: Raw -2266545.734588 + Penalty 3201.946028 = -2263343.788560
  nChanged 7
		SP:Iteration 104Q (6316.660000 sec): 3 clusters
  Score: Raw -2266546.062611 + Penalty 3201.946028 = -2263344.116582
  nChanged 3
		SP:Iteration 105Q (6316.700000 sec): 3 clusters
  Score: Raw -2266546.238462 + Penalty 3201.946028 = -2263344.292433
  nChanged 4
		SP:Iteration 106Q (6316.750000 sec): 3 clusters
  Score: Raw -2266546.506972 + Penalty 3201.946028 = -2263344.560944
  nChanged 6
		SP:Iteration 107Q (6316.790000 sec): 3 clusters
  Score: Raw -2266547.028693 + Penalty 3201.946028 = -2263345.082665
  nChanged 9
		SP:Iteration 108Q (6316.840000 sec): 3 clusters
  Score: Raw -2266547.566153 + Penalty 3201.946028 = -2263345.620125
  nChanged 7
		SP:Iteration 109Q (6316.880000 sec): 3 clusters
  Score: Raw -2266547.990273 + Penalty 3201.946028 = -2263346.044245
  nChanged 4
		SP:Iteration 110Q (6316.930000 sec): 3 clusters
  Score: Raw -2266548.224558 + Penalty 3201.946028 = -2263346.278530
  nChanged 3
		SP:Iteration 111Q (6316.970000 sec): 3 clusters
  Score: Raw -2266548.412373 + Penalty 3201.946028 = -2263346.466345
  nChanged 6
		SP:Iteration 112Q (6317.020000 sec): 3 clusters
  Score: Raw -2266548.934903 + Penalty 3201.946028 = -2263346.988875
  nChanged 9
		SP:Iteration 113Q (6317.060000 sec): 3 clusters
  Score: Raw -2266549.614811 + Penalty 3201.946028 = -2263347.668782
  nChanged 6
		SP:Iteration 114Q (6317.110000 sec): 3 clusters
  Score: Raw -2266549.931937 + Penalty 3201.946028 = -2263347.985909
  nChanged 7
		SP:Iteration 115Q (6317.150000 sec): 3 clusters
  Score: Raw -2266550.325174 + Penalty 3201.946028 = -2263348.379146
  nChanged 6
		SP:Iteration 116Q (6317.200000 sec): 3 clusters
  Score: Raw -2266550.796335 + Penalty 3201.946028 = -2263348.850307
  nChanged 12
		SP:Iteration 117Q (6317.240000 sec): 3 clusters
  Score: Raw -2266551.906003 + Penalty 3201.946028 = -2263349.959974
  nChanged 11
		SP:Iteration 118Q (6317.290000 sec): 3 clusters
  Score: Raw -2266552.753482 + Penalty 3201.946028 = -2263350.807454
  nChanged 10
		SP:Iteration 119Q (6317.330000 sec): 3 clusters
  Score: Raw -2266553.437346 + Penalty 3201.946028 = -2263351.491318
  nChanged 10
		SP:Iteration 120F (6317.380000 sec): 3 clusters
  Score: Raw -2266554.226205 + Penalty 3201.946028 = -2263352.280176
  nChanged 8
		SP:Iteration 121Q (6317.430000 sec): 3 clusters
  Score: Raw -2266554.673445 + Penalty 3201.946028 = -2263352.727416
  nChanged 7
		SP:Iteration 122Q (6317.470000 sec): 3 clusters
  Score: Raw -2266555.197657 + Penalty 3201.946028 = -2263353.251629
  nChanged 9
		SP:Iteration 123Q (6317.510000 sec): 3 clusters
  Score: Raw -2266555.812920 + Penalty 3201.946028 = -2263353.866892
  nChanged 6
		SP:Iteration 124Q (6317.560000 sec): 3 clusters
  Score: Raw -2266556.264197 + Penalty 3201.946028 = -2263354.318169
  nChanged 11
		SP:Iteration 125Q (6317.610000 sec): 3 clusters
  Score: Raw -2266556.882264 + Penalty 3201.946028 = -2263354.936236
  nChanged 8
		SP:Iteration 126Q (6317.650000 sec): 3 clusters
  Score: Raw -2266557.358441 + Penalty 3201.946028 = -2263355.412412
  nChanged 13
		SP:Iteration 127Q (6317.690000 sec): 3 clusters
  Score: Raw -2266558.292872 + Penalty 3201.946028 = -2263356.346843
  nChanged 20
		SP:Iteration 128Q (6317.740000 sec): 3 clusters
  Score: Raw -2266559.590980 + Penalty 3201.946028 = -2263357.644952
  nChanged 16
		SP:Iteration 129Q (6317.790000 sec): 3 clusters
  Score: Raw -2266561.005095 + Penalty 3201.946028 = -2263359.059067
  nChanged 20
		SP:Iteration 130Q (6317.830000 sec): 3 clusters
  Score: Raw -2266562.736498 + Penalty 3201.946028 = -2263360.790470
  nChanged 26
		SP:Iteration 131Q (6317.870000 sec): 3 clusters
  Score: Raw -2266565.324537 + Penalty 3201.946028 = -2263363.378509
  nChanged 23
		SP:Iteration 132Q (6317.920000 sec): 3 clusters
  Score: Raw -2266567.900343 + Penalty 3201.946028 = -2263365.954315
  nChanged 28
		SP:Iteration 133Q (6317.960000 sec): 3 clusters
  Score: Raw -2266570.807232 + Penalty 3201.946028 = -2263368.861204
  nChanged 27
		SP:Iteration 134Q (6318.010000 sec): 3 clusters
  Score: Raw -2266573.530137 + Penalty 3201.946028 = -2263371.584109
  nChanged 32
		SP:Iteration 135Q (6318.050000 sec): 3 clusters
  Score: Raw -2266577.023387 + Penalty 3201.946028 = -2263375.077359
  nChanged 29
		SP:Iteration 136Q (6318.100000 sec): 3 clusters
  Score: Raw -2266580.584350 + Penalty 3201.946028 = -2263378.638322
  nChanged 46
		SP:Iteration 137Q (6318.140000 sec): 3 clusters
  Score: Raw -2266586.650811 + Penalty 3201.946028 = -2263384.704783
  nChanged 48
		SP:Iteration 138Q (6318.190000 sec): 3 clusters
  Score: Raw -2266592.613500 + Penalty 3201.946028 = -2263390.667471
  nChanged 39
		SP:Iteration 139Q (6318.230000 sec): 3 clusters
  Score: Raw -2266597.735176 + Penalty 3201.946028 = -2263395.789147
  nChanged 44
		SP:Iteration 140F (6318.280000 sec): 3 clusters
  Score: Raw -2266602.846864 + Penalty 3201.946028 = -2263400.900835
  nChanged 43
		SP:Iteration 141Q (6318.330000 sec): 3 clusters
  Score: Raw -2266607.848609 + Penalty 3201.946028 = -2263405.902581
  nChanged 36
		SP:Iteration 142Q (6318.370000 sec): 3 clusters
  Score: Raw -2266611.901684 + Penalty 3201.946028 = -2263409.955655
  nChanged 40
		SP:Iteration 143Q (6318.410000 sec): 3 clusters
  Score: Raw -2266616.634480 + Penalty 3201.946028 = -2263414.688452
  nChanged 30
		SP:Iteration 144Q (6318.460000 sec): 3 clusters
  Score: Raw -2266620.172081 + Penalty 3201.946028 = -2263418.226053
  nChanged 28
		SP:Iteration 145Q (6318.500000 sec): 3 clusters
  Score: Raw -2266622.971414 + Penalty 3201.946028 = -2263421.025386
  nChanged 26
		SP:Iteration 146Q (6318.550000 sec): 3 clusters
  Score: Raw -2266626.009252 + Penalty 3201.946028 = -2263424.063224
  nChanged 37
		SP:Iteration 147Q (6318.590000 sec): 3 clusters
  Score: Raw -2266630.199423 + Penalty 3201.946028 = -2263428.253395
  nChanged 27
		SP:Iteration 148Q (6318.640000 sec): 3 clusters
  Score: Raw -2266632.926660 + Penalty 3201.946028 = -2263430.980632
  nChanged 28
		SP:Iteration 149Q (6318.680000 sec): 3 clusters
  Score: Raw -2266636.022116 + Penalty 3201.946028 = -2263434.076087
  nChanged 28
		SP:Iteration 150Q (6318.730000 sec): 3 clusters
  Score: Raw -2266639.245170 + Penalty 3201.946028 = -2263437.299142
  nChanged 28
		SP:Iteration 151Q (6318.770000 sec): 3 clusters
  Score: Raw -2266642.153948 + Penalty 3201.946028 = -2263440.207920
  nChanged 31
		SP:Iteration 152Q (6318.810000 sec): 3 clusters
  Score: Raw -2266645.407893 + Penalty 3201.946028 = -2263443.461864
  nChanged 27
		SP:Iteration 153Q (6318.860000 sec): 3 clusters
  Score: Raw -2266647.797955 + Penalty 3201.946028 = -2263445.851927
  nChanged 27
		SP:Iteration 154Q (6318.900000 sec): 3 clusters
  Score: Raw -2266650.036308 + Penalty 3201.946028 = -2263448.090280
  nChanged 26
		SP:Iteration 155Q (6318.950000 sec): 3 clusters
  Score: Raw -2266652.301532 + Penalty 3201.946028 = -2263450.355504
  nChanged 31
		SP:Iteration 156Q (6318.990000 sec): 3 clusters
  Score: Raw -2266655.396497 + Penalty 3201.946028 = -2263453.450468
  nChanged 26
		SP:Iteration 157Q (6319.030000 sec): 3 clusters
  Score: Raw -2266658.285684 + Penalty 3201.946028 = -2263456.339655
  nChanged 24
		SP:Iteration 158Q (6319.080000 sec): 3 clusters
  Score: Raw -2266660.812239 + Penalty 3201.946028 = -2263458.866211
  nChanged 21
		SP:Iteration 159Q (6319.120000 sec): 3 clusters
  Score: Raw -2266662.319944 + Penalty 3201.946028 = -2263460.373915
  nChanged 16
		SP:Iteration 160F (6319.170000 sec): 3 clusters
  Score: Raw -2266663.469409 + Penalty 3201.946028 = -2263461.523381
  nChanged 22
		SP:Iteration 161Q (6319.210000 sec): 3 clusters
  Score: Raw -2266665.791375 + Penalty 3201.946028 = -2263463.845347
  nChanged 23
		SP:Iteration 162Q (6319.260000 sec): 3 clusters
  Score: Raw -2266668.414516 + Penalty 3201.946028 = -2263466.468488
  nChanged 27
		SP:Iteration 163Q (6319.300000 sec): 3 clusters
  Score: Raw -2266671.507515 + Penalty 3201.946028 = -2263469.561487
  nChanged 27
		SP:Iteration 164Q (6319.340000 sec): 3 clusters
  Score: Raw -2266674.772280 + Penalty 3201.946028 = -2263472.826252
  nChanged 33
		SP:Iteration 165Q (6319.390000 sec): 3 clusters
  Score: Raw -2266677.874721 + Penalty 3201.946028 = -2263475.928693
  nChanged 22
		SP:Iteration 166Q (6319.430000 sec): 3 clusters
  Score: Raw -2266680.162051 + Penalty 3201.946028 = -2263478.216023
  nChanged 27
		SP:Iteration 167Q (6319.470000 sec): 3 clusters
  Score: Raw -2266682.615812 + Penalty 3201.946028 = -2263480.669784
  nChanged 19
		SP:Iteration 168Q (6319.520000 sec): 3 clusters
  Score: Raw -2266685.272491 + Penalty 3201.946028 = -2263483.326463
  nChanged 22
		SP:Iteration 169Q (6319.560000 sec): 3 clusters
  Score: Raw -2266687.660189 + Penalty 3201.946028 = -2263485.714161
  nChanged 21
		SP:Iteration 170Q (6319.610000 sec): 3 clusters
  Score: Raw -2266690.464230 + Penalty 3201.946028 = -2263488.518202
  nChanged 32
		SP:Iteration 171Q (6319.650000 sec): 3 clusters
  Score: Raw -2266694.282746 + Penalty 3201.946028 = -2263492.336718
  nChanged 28
		SP:Iteration 172Q (6319.690000 sec): 3 clusters
  Score: Raw -2266697.605479 + Penalty 3201.946028 = -2263495.659451
  nChanged 27
		SP:Iteration 173Q (6319.740000 sec): 3 clusters
  Score: Raw -2266700.927069 + Penalty 3201.946028 = -2263498.981040
  nChanged 32
		SP:Iteration 174Q (6319.780000 sec): 3 clusters
  Score: Raw -2266706.768131 + Penalty 3201.946028 = -2263504.822103
  nChanged 55
		SP:Iteration 175Q (6319.820000 sec): 3 clusters
  Score: Raw -2266716.104214 + Penalty 3201.946028 = -2263514.158185
  nChanged 41
		SP:Iteration 176Q (6319.870000 sec): 3 clusters
  Score: Raw -2266721.282250 + Penalty 3201.946028 = -2263519.336222
  nChanged 39
		SP:Iteration 177Q (6319.910000 sec): 3 clusters
  Score: Raw -2266725.806774 + Penalty 3201.946028 = -2263523.860746
  nChanged 39
		SP:Iteration 178Q (6319.950000 sec): 3 clusters
  Score: Raw -2266729.768162 + Penalty 3201.946028 = -2263527.822134
  nChanged 34
		SP:Iteration 179Q (6320.000000 sec): 3 clusters
  Score: Raw -2266733.874280 + Penalty 3201.946028 = -2263531.928251
  nChanged 33
		SP:Iteration 180F (6320.040000 sec): 3 clusters
  Score: Raw -2266738.445236 + Penalty 3201.946028 = -2263536.499208
  nChanged 37
		SP:Iteration 181Q (6320.090000 sec): 3 clusters
  Score: Raw -2266742.650641 + Penalty 3201.946028 = -2263540.704613
  nChanged 45
		SP:Iteration 182Q (6320.130000 sec): 3 clusters
  Score: Raw -2266747.721430 + Penalty 3201.946028 = -2263545.775402
  nChanged 40
		SP:Iteration 183Q (6320.170000 sec): 3 clusters
  Score: Raw -2266751.921317 + Penalty 3201.946028 = -2263549.975289
  nChanged 32
		SP:Iteration 184Q (6320.210000 sec): 3 clusters
  Score: Raw -2266754.516437 + Penalty 3201.946028 = -2263552.570409
  nChanged 30
		SP:Iteration 185Q (6320.260000 sec): 3 clusters
  Score: Raw -2266757.249685 + Penalty 3201.946028 = -2263555.303656
  nChanged 26
		SP:Iteration 186Q (6320.300000 sec): 3 clusters
  Score: Raw -2266759.931756 + Penalty 3201.946028 = -2263557.985728
  nChanged 22
		SP:Iteration 187Q (6320.340000 sec): 3 clusters
  Score: Raw -2266762.051553 + Penalty 3201.946028 = -2263560.105524
  nChanged 24
		SP:Iteration 188Q (6320.380000 sec): 3 clusters
  Score: Raw -2266764.620624 + Penalty 3201.946028 = -2263562.674596
  nChanged 28
		SP:Iteration 189Q (6320.420000 sec): 3 clusters
  Score: Raw -2266767.950927 + Penalty 3201.946028 = -2263566.004899
  nChanged 26
		SP:Iteration 190Q (6320.460000 sec): 3 clusters
  Score: Raw -2266770.711207 + Penalty 3201.946028 = -2263568.765179
  nChanged 29
		SP:Iteration 191Q (6320.510000 sec): 3 clusters
  Score: Raw -2266774.303040 + Penalty 3201.946028 = -2263572.357012
  nChanged 38
		SP:Iteration 192Q (6320.550000 sec): 3 clusters
  Score: Raw -2266779.086051 + Penalty 3201.946028 = -2263577.140023
  nChanged 38
		SP:Iteration 193Q (6320.590000 sec): 3 clusters
  Score: Raw -2266784.190839 + Penalty 3201.946028 = -2263582.244811
  nChanged 38
		SP:Iteration 194Q (6320.630000 sec): 3 clusters
  Score: Raw -2266789.161701 + Penalty 3201.946028 = -2263587.215673
  nChanged 28
		SP:Iteration 195Q (6320.670000 sec): 3 clusters
  Score: Raw -2266792.391182 + Penalty 3201.946028 = -2263590.445153
  nChanged 22
		SP:Iteration 196Q (6320.720000 sec): 3 clusters
  Score: Raw -2266793.978405 + Penalty 3201.946028 = -2263592.032377
  nChanged 18
		SP:Iteration 197Q (6320.760000 sec): 3 clusters
  Score: Raw -2266795.533176 + Penalty 3201.946028 = -2263593.587148
  nChanged 20
		SP:Iteration 198Q (6320.800000 sec): 3 clusters
  Score: Raw -2266798.074141 + Penalty 3201.946028 = -2263596.128112
  nChanged 26
		SP:Iteration 199Q (6320.840000 sec): 3 clusters
  Score: Raw -2266802.115818 + Penalty 3201.946028 = -2263600.169790
  nChanged 39
		SP:Iteration 200F (6320.880000 sec): 3 clusters
  Score: Raw -2266809.435156 + Penalty 3201.946028 = -2263607.489128
  nChanged 53
		SP:Iteration 201Q (6320.930000 sec): 3 clusters
  Score: Raw -2266819.389183 + Penalty 3201.946028 = -2263617.443155
  nChanged 61
		SP:Iteration 202Q (6320.970000 sec): 3 clusters
  Score: Raw -2266830.489153 + Penalty 3201.946028 = -2263628.543125
  nChanged 73
		SP:Iteration 203Q (6321.010000 sec): 3 clusters
  Score: Raw -2266843.000865 + Penalty 3201.946028 = -2263641.054837
  nChanged 68
		SP:Iteration 204Q (6321.050000 sec): 3 clusters
  Score: Raw -2266855.083650 + Penalty 3201.946028 = -2263653.137621
  nChanged 71
		SP:Iteration 205Q (6321.100000 sec): 3 clusters
  Score: Raw -2266868.340509 + Penalty 3201.946028 = -2263666.394480
  nChanged 67
		SP:Iteration 206Q (6321.140000 sec): 3 clusters
  Score: Raw -2266878.802304 + Penalty 3201.946028 = -2263676.856276
  nChanged 62
		SP:Iteration 207Q (6321.180000 sec): 3 clusters
  Score: Raw -2266888.220529 + Penalty 3201.946028 = -2263686.274501
  nChanged 59
		SP:Iteration 208Q (6321.220000 sec): 3 clusters
  Score: Raw -2266896.882276 + Penalty 3201.946028 = -2263694.936248
  nChanged 46
		SP:Iteration 209Q (6321.260000 sec): 3 clusters
  Score: Raw -2266904.037372 + Penalty 3201.946028 = -2263702.091344
  nChanged 64
		SP:Iteration 210Q (6321.300000 sec): 3 clusters
  Score: Raw -2266915.292695 + Penalty 3201.946028 = -2263713.346667
  nChanged 67
		SP:Iteration 211Q (6321.340000 sec): 3 clusters
  Score: Raw -2266927.446635 + Penalty 3201.946028 = -2263725.500606
  nChanged 62
		SP:Iteration 212Q (6321.390000 sec): 3 clusters
  Score: Raw -2266937.399827 + Penalty 3201.946028 = -2263735.453799
  nChanged 62
		SP:Iteration 213Q (6321.430000 sec): 3 clusters
  Score: Raw -2266949.570367 + Penalty 3201.946028 = -2263747.624338
  nChanged 66
		SP:Iteration 214Q (6321.470000 sec): 3 clusters
  Score: Raw -2266961.808942 + Penalty 3201.946028 = -2263759.862914
  nChanged 72
		SP:Iteration 215Q (6321.510000 sec): 3 clusters
  Score: Raw -2266975.447748 + Penalty 3201.946028 = -2263773.501720
  nChanged 74
		SP:Iteration 216Q (6321.550000 sec): 3 clusters
  Score: Raw -2266989.973306 + Penalty 3201.946028 = -2263788.027278
  nChanged 66
		SP:Iteration 217Q (6321.590000 sec): 3 clusters
  Score: Raw -2267002.071072 + Penalty 3201.946028 = -2263800.125043
  nChanged 69
		SP:Iteration 218Q (6321.630000 sec): 3 clusters
  Score: Raw -2267016.850166 + Penalty 3201.946028 = -2263814.904138
  nChanged 73
		SP:Iteration 219Q (6321.670000 sec): 3 clusters
  Score: Raw -2267030.609761 + Penalty 3201.946028 = -2263828.663733
  nChanged 58
		SP:Iteration 220F (6321.720000 sec): 3 clusters
  Score: Raw -2267040.097592 + Penalty 3201.946028 = -2263838.151564
  nChanged 70
		SP:Iteration 221Q (6321.760000 sec): 3 clusters
  Score: Raw -2267053.272489 + Penalty 3201.946028 = -2263851.326461
  nChanged 58
		SP:Iteration 222Q (6321.800000 sec): 3 clusters
  Score: Raw -2267064.468441 + Penalty 3201.946028 = -2263862.522413
  nChanged 40
		SP:Iteration 223Q (6321.840000 sec): 3 clusters
  Score: Raw -2267071.333741 + Penalty 3201.946028 = -2263869.387713
  nChanged 36
		SP:Iteration 224Q (6321.880000 sec): 3 clusters
  Score: Raw -2267077.354387 + Penalty 3201.946028 = -2263875.408358
  nChanged 33
		SP:Iteration 225Q (6321.920000 sec): 3 clusters
  Score: Raw -2267082.017070 + Penalty 3201.946028 = -2263880.071042
  nChanged 32
		SP:Iteration 226Q (6321.960000 sec): 3 clusters
  Score: Raw -2267087.185575 + Penalty 3201.946028 = -2263885.239547
  nChanged 41
		SP:Iteration 227Q (6322.000000 sec): 3 clusters
  Score: Raw -2267094.304569 + Penalty 3201.946028 = -2263892.358541
  nChanged 47
		SP:Iteration 228Q (6322.040000 sec): 3 clusters
  Score: Raw -2267102.206206 + Penalty 3201.946028 = -2263900.260177
  nChanged 46
		SP:Iteration 229Q (6322.080000 sec): 3 clusters
  Score: Raw -2267109.852656 + Penalty 3201.946028 = -2263907.906628
  nChanged 52
		SP:Iteration 230Q (6322.120000 sec): 3 clusters
  Score: Raw -2267120.350618 + Penalty 3201.946028 = -2263918.404590
  nChanged 60
		SP:Iteration 231Q (6322.160000 sec): 3 clusters
  Score: Raw -2267133.414609 + Penalty 3201.946028 = -2263931.468581
  nChanged 70
		SP:Iteration 232Q (6322.200000 sec): 3 clusters
  Score: Raw -2267150.616675 + Penalty 3201.946028 = -2263948.670647
  nChanged 76
		SP:Iteration 233Q (6322.240000 sec): 3 clusters
  Score: Raw -2267168.491059 + Penalty 3201.946028 = -2263966.545031
  nChanged 75
		SP:Iteration 234Q (6322.280000 sec): 3 clusters
  Score: Raw -2267190.071341 + Penalty 3201.946028 = -2263988.125313
  nChanged 87
		SP:Iteration 235Q (6322.320000 sec): 3 clusters
  Score: Raw -2267216.308020 + Penalty 3201.946028 = -2264014.361992
  nChanged 88
		SP:Iteration 236Q (6322.360000 sec): 3 clusters
  Score: Raw -2267240.226379 + Penalty 3201.946028 = -2264038.280351
  nChanged 79
		SP:Iteration 237Q (6322.400000 sec): 3 clusters
  Score: Raw -2267261.228502 + Penalty 3201.946028 = -2264059.282474
  nChanged 89
		SP:Iteration 238Q (6322.440000 sec): 3 clusters
  Score: Raw -2267287.513828 + Penalty 3201.946028 = -2264085.567800
  nChanged 85
		SP:Iteration 239Q (6322.480000 sec): 3 clusters
  Score: Raw -2267314.345724 + Penalty 3201.946028 = -2264112.399696
  nChanged 83
		SP:Iteration 240F (6322.530000 sec): 3 clusters
  Score: Raw -2267341.706038 + Penalty 3201.946028 = -2264139.760010
  nChanged 102
		SP:Iteration 241Q (6322.570000 sec): 3 clusters
  Score: Raw -2267378.478416 + Penalty 3201.946028 = -2264176.532388
  nChanged 106
		SP:Iteration 242Q (6322.600000 sec): 3 clusters
  Score: Raw -2267417.253915 + Penalty 3201.946028 = -2264215.307887
  nChanged 100
		SP:Iteration 243Q (6322.640000 sec): 3 clusters
  Score: Raw -2267453.218840 + Penalty 3201.946028 = -2264251.272812
  nChanged 103
		SP:Iteration 244Q (6322.680000 sec): 3 clusters
  Score: Raw -2267489.683406 + Penalty 3201.946028 = -2264287.737378
  nChanged 93
		SP:Iteration 245Q (6322.720000 sec): 3 clusters
  Score: Raw -2267524.641523 + Penalty 3201.946028 = -2264322.695495
  nChanged 88
		SP:Iteration 246Q (6322.760000 sec): 3 clusters
  Score: Raw -2267554.982309 + Penalty 3201.946028 = -2264353.036281
  nChanged 72
		SP:Iteration 247Q (6322.800000 sec): 3 clusters
  Score: Raw -2267580.669229 + Penalty 3201.946028 = -2264378.723201
  nChanged 68
		SP:Iteration 248Q (6322.830000 sec): 3 clusters
  Score: Raw -2267607.356775 + Penalty 3201.946028 = -2264405.410747
  nChanged 67
		SP:Iteration 249Q (6322.870000 sec): 3 clusters
  Score: Raw -2267631.891168 + Penalty 3201.946028 = -2264429.945139
  nChanged 64
		SP:Iteration 250Q (6322.900000 sec): 3 clusters
  Score: Raw -2267654.869040 + Penalty 3201.946028 = -2264452.923012
  nChanged 57
		SP:Iteration 251Q (6322.940000 sec): 3 clusters
  Score: Raw -2267676.357760 + Penalty 3201.946028 = -2264474.411732
  nChanged 51
		SP:Iteration 252Q (6322.980000 sec): 3 clusters
  Score: Raw -2267692.441973 + Penalty 3201.946028 = -2264490.495945
  nChanged 32
		SP:Iteration 253Q (6323.020000 sec): 3 clusters
  Score: Raw -2267702.726072 + Penalty 3201.946028 = -2264500.780044
  nChanged 33
		SP:Iteration 254Q (6323.050000 sec): 3 clusters
  Score: Raw -2267714.214528 + Penalty 3201.946028 = -2264512.268500
  nChanged 36
		SP:Iteration 255Q (6323.090000 sec): 3 clusters
  Score: Raw -2267726.498686 + Penalty 3201.946028 = -2264524.552658
  nChanged 42
		SP:Iteration 256Q (6323.120000 sec): 3 clusters
  Score: Raw -2267742.192055 + Penalty 3201.946028 = -2264540.246027
  nChanged 47
		SP:Iteration 257Q (6323.160000 sec): 3 clusters
  Score: Raw -2267759.545954 + Penalty 3201.946028 = -2264557.599926
  nChanged 43
		SP:Iteration 258Q (6323.200000 sec): 3 clusters
  Score: Raw -2267777.452428 + Penalty 3201.946028 = -2264575.506400
  nChanged 42
		SP:Iteration 259Q (6323.240000 sec): 3 clusters
  Score: Raw -2267790.561449 + Penalty 3201.946028 = -2264588.615421
  nChanged 30
		SP:Iteration 260F (6323.280000 sec): 3 clusters
  Score: Raw -2267799.551500 + Penalty 3201.946028 = -2264597.605472
  nChanged 21
		SP:Iteration 261Q (6323.320000 sec): 3 clusters
  Score: Raw -2267806.843210 + Penalty 3201.946028 = -2264604.897182
  nChanged 23
		SP:Iteration 262Q (6323.360000 sec): 3 clusters
  Score: Raw -2267815.135829 + Penalty 3201.946028 = -2264613.189801
  nChanged 23
		SP:Iteration 263Q (6323.390000 sec): 3 clusters
  Score: Raw -2267823.938769 + Penalty 3201.946028 = -2264621.992741
  nChanged 19
		SP:Iteration 264Q (6323.430000 sec): 3 clusters
  Score: Raw -2267831.850597 + Penalty 3201.946028 = -2264629.904569
  nChanged 20
		SP:Iteration 265Q (6323.460000 sec): 3 clusters
  Score: Raw -2267838.522787 + Penalty 3201.946028 = -2264636.576758
  nChanged 14
		SP:Iteration 266Q (6323.500000 sec): 3 clusters
  Score: Raw -2267842.948076 + Penalty 3201.946028 = -2264641.002047
  nChanged 10
		SP:Iteration 267Q (6323.530000 sec): 3 clusters
  Score: Raw -2267845.403299 + Penalty 3201.946028 = -2264643.457270
  nChanged 10
		SP:Iteration 268Q (6323.570000 sec): 3 clusters
  Score: Raw -2267849.599110 + Penalty 3201.946028 = -2264647.653082
  nChanged 10
		SP:Iteration 269Q (6323.600000 sec): 3 clusters
  Score: Raw -2267853.239179 + Penalty 3201.946028 = -2264651.293151
  nChanged 13
		SP:Iteration 270Q (6323.640000 sec): 3 clusters
  Score: Raw -2267857.349378 + Penalty 3201.946028 = -2264655.403350
  nChanged 14
		SP:Iteration 271Q (6323.680000 sec): 3 clusters
  Score: Raw -2267860.513402 + Penalty 3201.946028 = -2264658.567374
  nChanged 6
		SP:Iteration 272Q (6323.710000 sec): 3 clusters
  Score: Raw -2267861.829198 + Penalty 3201.946028 = -2264659.883169
  nChanged 5
		SP:Iteration 273Q (6323.750000 sec): 3 clusters
  Score: Raw -2267863.217347 + Penalty 3201.946028 = -2264661.271319
  nChanged 5
		SP:Iteration 274Q (6323.780000 sec): 3 clusters
  Score: Raw -2267864.711848 + Penalty 3201.946028 = -2264662.765820
  nChanged 5
		SP:Iteration 275Q (6323.820000 sec): 3 clusters
  Score: Raw -2267866.134845 + Penalty 3201.946028 = -2264664.188817
  nChanged 4
		SP:Iteration 276Q (6323.850000 sec): 3 clusters
  Score: Raw -2267867.087831 + Penalty 3201.946028 = -2264665.141803
  nChanged 2
		SP:Iteration 277Q (6323.890000 sec): 3 clusters
  Score: Raw -2267867.620522 + Penalty 3201.946028 = -2264665.674494
  nChanged 1
		SP:Iteration 278Q (6323.920000 sec): 3 clusters
  Score: Raw -2267868.364319 + Penalty 3201.946028 = -2264666.418291
  nChanged 1
		SP:Iteration 279Q (6323.960000 sec): 3 clusters
  Score: Raw -2267868.479675 + Penalty 3201.946028 = -2264666.533647
  nChanged 0
		SP:Iteration 280F (6324.010000 sec): 3 clusters
  Score: Raw -2267868.479675 + Penalty 3201.946028 = -2264666.533647
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 59 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6324.020000 sec): 2 clusters
  Score: Raw -41572.680899 + Penalty 980.765733 = -40591.915166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6324.020000 sec): 3 clusters
  Score: Raw -41633.865248 + Penalty 1961.531466 = -39672.333783
  nChanged 106
		SP:Iteration 1F (6324.020000 sec): 3 clusters
  Score: Raw -41860.350987 + Penalty 1961.531466 = -39898.819522
  nChanged 28
		SP:Iteration 2F (6324.020000 sec): 3 clusters
  Score: Raw -41921.500141 + Penalty 1961.531466 = -39959.968676
  nChanged 18
		SP:Iteration 3Q (6324.020000 sec): 3 clusters
  Score: Raw -41962.329929 + Penalty 1961.531466 = -40000.798463
  nChanged 3
		SP:Iteration 4Q (6324.020000 sec): 3 clusters
  Score: Raw -41969.509492 + Penalty 1961.531466 = -40007.978027
  nChanged 2
		SP:Iteration 5Q (6324.020000 sec): 3 clusters
  Score: Raw -41971.883239 + Penalty 1961.531466 = -40010.351773
  nChanged 2
		SP:Iteration 6Q (6324.030000 sec): 3 clusters
  Score: Raw -41975.256535 + Penalty 1961.531466 = -40013.725070
  nChanged 1
		SP:Iteration 7Q (6324.030000 sec): 3 clusters
  Score: Raw -41976.353569 + Penalty 1961.531466 = -40014.822103
  nChanged 1
		SP:Iteration 8Q (6324.030000 sec): 3 clusters
  Score: Raw -41977.623211 + Penalty 1961.531466 = -40016.091746
  nChanged 2
		SP:Iteration 9Q (6324.030000 sec): 3 clusters
  Score: Raw -41980.106521 + Penalty 1961.531466 = -40018.575056
  nChanged 3
		SP:Iteration 10Q (6324.030000 sec): 3 clusters
  Score: Raw -41984.727665 + Penalty 1961.531466 = -40023.196199
  nChanged 2
		SP:Iteration 11Q (6324.030000 sec): 3 clusters
  Score: Raw -41987.744355 + Penalty 1961.531466 = -40026.212889
  nChanged 2
		SP:Iteration 12Q (6324.030000 sec): 3 clusters
  Score: Raw -41990.358983 + Penalty 1961.531466 = -40028.827517
  nChanged 0
		SP:Iteration 13F (6324.030000 sec): 3 clusters
  Score: Raw -41990.358983 + Penalty 1961.531466 = -40028.827517
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 60 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6324.040000 sec): 2 clusters
  Score: Raw -43862.768430 + Penalty 976.830916 = -42885.937514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6324.040000 sec): 3 clusters
  Score: Raw -44004.027340 + Penalty 1953.661832 = -42050.365508
  nChanged 106
		SP:Iteration 1F (6324.040000 sec): 3 clusters
  Score: Raw -44284.398394 + Penalty 1953.661832 = -42330.736563
  nChanged 30
		SP:Iteration 2F (6324.040000 sec): 3 clusters
  Score: Raw -44357.757533 + Penalty 1953.661832 = -42404.095702
  nChanged 14
		SP:Iteration 3Q (6324.040000 sec): 3 clusters
  Score: Raw -44412.832345 + Penalty 1953.661832 = -42459.170513
  nChanged 13
		SP:Iteration 4Q (6324.040000 sec): 3 clusters
  Score: Raw -44443.023021 + Penalty 1953.661832 = -42489.361190
  nChanged 4
		SP:Iteration 5Q (6324.040000 sec): 3 clusters
  Score: Raw -44450.711181 + Penalty 1953.661832 = -42497.049349
  nChanged 5
		SP:Iteration 6Q (6324.040000 sec): 3 clusters
  Score: Raw -44463.263966 + Penalty 1953.661832 = -42509.602134
  nChanged 6
		SP:Iteration 7Q (6324.050000 sec): 3 clusters
  Score: Raw -44477.627382 + Penalty 1953.661832 = -42523.965550
  nChanged 6
		SP:Iteration 8Q (6324.050000 sec): 3 clusters
  Score: Raw -44489.280139 + Penalty 1953.661832 = -42535.618307
  nChanged 2
		SP:Iteration 9Q (6324.050000 sec): 3 clusters
  Score: Raw -44493.813498 + Penalty 1953.661832 = -42540.151666
  nChanged 1
		SP:Iteration 10Q (6324.050000 sec): 3 clusters
  Score: Raw -44497.065104 + Penalty 1953.661832 = -42543.403272
  nChanged 1
		SP:Iteration 11Q (6324.050000 sec): 3 clusters
  Score: Raw -44499.728667 + Penalty 1953.661832 = -42546.066836
  nChanged 1
		SP:Iteration 12Q (6324.050000 sec): 3 clusters
  Score: Raw -44503.303320 + Penalty 1953.661832 = -42549.641489
  nChanged 2
		SP:Iteration 13Q (6324.050000 sec): 3 clusters
  Score: Raw -44511.550159 + Penalty 1953.661832 = -42557.888328
  nChanged 1
		SP:Iteration 14Q (6324.050000 sec): 3 clusters
  Score: Raw -44514.589750 + Penalty 1953.661832 = -42560.927918
  nChanged 1
		SP:Iteration 15Q (6324.050000 sec): 3 clusters
  Score: Raw -44517.262902 + Penalty 1953.661832 = -42563.601070
  nChanged 2
		SP:Iteration 16Q (6324.050000 sec): 3 clusters
  Score: Raw -44520.132689 + Penalty 1953.661832 = -42566.470857
  nChanged 2
		SP:Iteration 17Q (6324.050000 sec): 3 clusters
  Score: Raw -44524.363783 + Penalty 1953.661832 = -42570.701951
  nChanged 1
		SP:Iteration 18Q (6324.050000 sec): 3 clusters
  Score: Raw -44529.277033 + Penalty 1953.661832 = -42575.615201
  nChanged 0
		SP:Iteration 19F (6324.050000 sec): 3 clusters
  Score: Raw -44529.277033 + Penalty 1953.661832 = -42575.615201
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 61 (20130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6324.120000 sec): 2 clusters
  Score: Raw -2309161.078431 + Penalty 1610.369559 = -2307550.708871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6324.170000 sec): 3 clusters
  Score: Raw -2296864.858378 + Penalty 3220.739119 = -2293644.119260
  nChanged 9197
		SP:Iteration 1F (6324.220000 sec): 3 clusters
  Score: Raw -2301965.396908 + Penalty 3220.739119 = -2298744.657789
  nChanged 1038
		SP:Iteration 2F (6324.270000 sec): 3 clusters
  Score: Raw -2302375.191792 + Penalty 3220.739119 = -2299154.452673
  nChanged 972
		SP:Iteration 3Q (6324.320000 sec): 3 clusters
  Score: Raw -2302790.773799 + Penalty 3220.739119 = -2299570.034681
  nChanged 943
		SP:Iteration 4Q (6324.370000 sec): 3 clusters
  Score: Raw -2303230.467388 + Penalty 3220.739119 = -2300009.728269
  nChanged 968
		SP:Iteration 5Q (6324.430000 sec): 3 clusters
  Score: Raw -2303729.301540 + Penalty 3220.739119 = -2300508.562421
  nChanged 1078
		SP:Iteration 6F (6324.480000 sec): 3 clusters
  Score: Raw -2304373.881813 + Penalty 3220.739119 = -2301153.142695
  nChanged 1125
		SP:Iteration 7F (6324.530000 sec): 3 clusters
  Score: Raw -2305130.782991 + Penalty 3220.739119 = -2301910.043873
  nChanged 1210
		SP:Iteration 8F (6324.580000 sec): 3 clusters
  Score: Raw -2306057.426547 + Penalty 3220.739119 = -2302836.687429
  nChanged 1211
		SP:Iteration 9F (6324.630000 sec): 3 clusters
  Score: Raw -2307030.989680 + Penalty 3220.739119 = -2303810.250562
  nChanged 1001
		SP:Iteration 10Q (6324.680000 sec): 3 clusters
  Score: Raw -2307821.847846 + Penalty 3220.739119 = -2304601.108728
  nChanged 706
		SP:Iteration 11Q (6324.730000 sec): 3 clusters
  Score: Raw -2308374.016388 + Penalty 3220.739119 = -2305153.277270
  nChanged 527
		SP:Iteration 12Q (6324.770000 sec): 3 clusters
  Score: Raw -2308805.780239 + Penalty 3220.739119 = -2305585.041121
  nChanged 328
		SP:Iteration 13Q (6324.810000 sec): 3 clusters
  Score: Raw -2309070.947972 + Penalty 3220.739119 = -2305850.208854
  nChanged 185
		SP:Iteration 14Q (6324.850000 sec): 3 clusters
  Score: Raw -2309207.023468 + Penalty 3220.739119 = -2305986.284350
  nChanged 107
		SP:Iteration 15Q (6324.890000 sec): 3 clusters
  Score: Raw -2309292.238649 + Penalty 3220.739119 = -2306071.499530
  nChanged 57
		SP:Iteration 16Q (6324.930000 sec): 3 clusters
  Score: Raw -2309335.860189 + Penalty 3220.739119 = -2306115.121070
  nChanged 35
		SP:Iteration 17Q (6324.970000 sec): 3 clusters
  Score: Raw -2309363.951463 + Penalty 3220.739119 = -2306143.212344
  nChanged 24
		SP:Iteration 18Q (6325.010000 sec): 3 clusters
  Score: Raw -2309384.077469 + Penalty 3220.739119 = -2306163.338351
  nChanged 14
		SP:Iteration 19Q (6325.040000 sec): 3 clusters
  Score: Raw -2309395.654664 + Penalty 3220.739119 = -2306174.915545
  nChanged 14
		SP:Iteration 20F (6325.090000 sec): 3 clusters
  Score: Raw -2309411.201256 + Penalty 3220.739119 = -2306190.462137
  nChanged 13
		SP:Iteration 21Q (6325.130000 sec): 3 clusters
  Score: Raw -2309423.235568 + Penalty 3220.739119 = -2306202.496449
  nChanged 10
		SP:Iteration 22Q (6325.170000 sec): 3 clusters
  Score: Raw -2309430.593891 + Penalty 3220.739119 = -2306209.854773
  nChanged 9
		SP:Iteration 23Q (6325.200000 sec): 3 clusters
  Score: Raw -2309436.889717 + Penalty 3220.739119 = -2306216.150599
  nChanged 4
		SP:Iteration 24Q (6325.240000 sec): 3 clusters
  Score: Raw -2309440.480705 + Penalty 3220.739119 = -2306219.741586
  nChanged 2
		SP:Iteration 25Q (6325.270000 sec): 3 clusters
  Score: Raw -2309442.407950 + Penalty 3220.739119 = -2306221.668831
  nChanged 2
		SP:Iteration 26Q (6325.310000 sec): 3 clusters
  Score: Raw -2309443.228533 + Penalty 3220.739119 = -2306222.489415
  nChanged 2
		SP:Iteration 27Q (6325.350000 sec): 3 clusters
  Score: Raw -2309444.031647 + Penalty 3220.739119 = -2306223.292528
  nChanged 2
		SP:Iteration 28Q (6325.380000 sec): 3 clusters
  Score: Raw -2309446.403982 + Penalty 3220.739119 = -2306225.664864
  nChanged 0
		SP:Iteration 29F (6325.430000 sec): 3 clusters
  Score: Raw -2309446.403982 + Penalty 3220.739119 = -2306225.664864
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 62 (2411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6325.450000 sec): 2 clusters
  Score: Raw -252985.416219 + Penalty 1265.516993 = -251719.899226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6325.460000 sec): 3 clusters
  Score: Raw -251886.163567 + Penalty 2531.033985 = -249355.129581
  nChanged 925
		SP:Iteration 1F (6325.460000 sec): 3 clusters
  Score: Raw -252560.424274 + Penalty 2531.033985 = -250029.390289
  nChanged 228
		SP:Iteration 2F (6325.470000 sec): 3 clusters
  Score: Raw -252814.827342 + Penalty 2531.033985 = -250283.793357
  nChanged 176
		SP:Iteration 3F (6325.470000 sec): 3 clusters
  Score: Raw -253017.735282 + Penalty 2531.033985 = -250486.701297
  nChanged 139
		SP:Iteration 4F (6325.480000 sec): 3 clusters
  Score: Raw -253218.139992 + Penalty 2531.033985 = -250687.106006
  nChanged 135
		SP:Iteration 5F (6325.490000 sec): 3 clusters
  Score: Raw -253399.831624 + Penalty 2531.033985 = -250868.797638
  nChanged 120
		SP:Iteration 6Q (6325.490000 sec): 3 clusters
  Score: Raw -253554.007592 + Penalty 2531.033985 = -251022.973607
  nChanged 119
		SP:Iteration 7Q (6325.500000 sec): 3 clusters
  Score: Raw -253705.989429 + Penalty 2531.033985 = -251174.955443
  nChanged 97
		SP:Iteration 8Q (6325.510000 sec): 3 clusters
  Score: Raw -253848.420090 + Penalty 2531.033985 = -251317.386104
  nChanged 91
		SP:Iteration 9Q (6325.510000 sec): 3 clusters
  Score: Raw -253969.368731 + Penalty 2531.033985 = -251438.334746
  nChanged 71
		SP:Iteration 10Q (6325.510000 sec): 3 clusters
  Score: Raw -254052.050557 + Penalty 2531.033985 = -251521.016572
  nChanged 43
		SP:Iteration 11Q (6325.520000 sec): 3 clusters
  Score: Raw -254083.281368 + Penalty 2531.033985 = -251552.247383
  nChanged 25
		SP:Iteration 12Q (6325.530000 sec): 3 clusters
  Score: Raw -254098.687628 + Penalty 2531.033985 = -251567.653643
  nChanged 16
		SP:Iteration 13Q (6325.530000 sec): 3 clusters
  Score: Raw -254106.956679 + Penalty 2531.033985 = -251575.922693
  nChanged 11
		SP:Iteration 14Q (6325.530000 sec): 3 clusters
  Score: Raw -254114.334450 + Penalty 2531.033985 = -251583.300465
  nChanged 12
		SP:Iteration 15Q (6325.540000 sec): 3 clusters
  Score: Raw -254126.329256 + Penalty 2531.033985 = -251595.295271
  nChanged 12
		SP:Iteration 16Q (6325.550000 sec): 3 clusters
  Score: Raw -254133.342876 + Penalty 2531.033985 = -251602.308890
  nChanged 8
		SP:Iteration 17Q (6325.550000 sec): 3 clusters
  Score: Raw -254138.345831 + Penalty 2531.033985 = -251607.311846
  nChanged 5
		SP:Iteration 18Q (6325.560000 sec): 3 clusters
  Score: Raw -254141.183351 + Penalty 2531.033985 = -251610.149366
  nChanged 9
		SP:Iteration 19Q (6325.560000 sec): 3 clusters
  Score: Raw -254146.382097 + Penalty 2531.033985 = -251615.348112
  nChanged 7
		SP:Iteration 20F (6325.570000 sec): 3 clusters
  Score: Raw -254150.004054 + Penalty 2531.033985 = -251618.970068
  nChanged 7
		SP:Iteration 21Q (6325.570000 sec): 3 clusters
  Score: Raw -254151.556808 + Penalty 2531.033985 = -251620.522823
  nChanged 1
		SP:Iteration 22Q (6325.580000 sec): 3 clusters
  Score: Raw -254151.842623 + Penalty 2531.033985 = -251620.808637
  nChanged 1
		SP:Iteration 23Q (6325.580000 sec): 3 clusters
  Score: Raw -254152.308707 + Penalty 2531.033985 = -251621.274721
  nChanged 4
		SP:Iteration 24Q (6325.590000 sec): 3 clusters
  Score: Raw -254153.820706 + Penalty 2531.033985 = -251622.786720
  nChanged 2
		SP:Iteration 25Q (6325.590000 sec): 3 clusters
  Score: Raw -254154.270077 + Penalty 2531.033985 = -251623.236091
  nChanged 0
		SP:Iteration 26F (6325.600000 sec): 3 clusters
  Score: Raw -254154.270077 + Penalty 2531.033985 = -251623.236091
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 63 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6325.610000 sec): 2 clusters
  Score: Raw -196406.348508 + Penalty 1226.469023 = -195179.879484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6325.610000 sec): 3 clusters
  Score: Raw -195608.378274 + Penalty 2452.938047 = -193155.440227
  nChanged 681
		SP:Iteration 1F (6325.620000 sec): 3 clusters
  Score: Raw -196049.242573 + Penalty 2452.938047 = -193596.304526
  nChanged 175
		SP:Iteration 2F (6325.620000 sec): 3 clusters
  Score: Raw -196217.511849 + Penalty 2452.938047 = -193764.573802
  nChanged 114
		SP:Iteration 3F (6325.630000 sec): 3 clusters
  Score: Raw -196363.616805 + Penalty 2452.938047 = -193910.678758
  nChanged 120
		SP:Iteration 4F (6325.630000 sec): 3 clusters
  Score: Raw -196526.441365 + Penalty 2452.938047 = -194073.503318
  nChanged 99
		SP:Iteration 5F (6325.630000 sec): 3 clusters
  Score: Raw -196662.658611 + Penalty 2452.938047 = -194209.720564
  nChanged 78
		SP:Iteration 6Q (6325.640000 sec): 3 clusters
  Score: Raw -196789.770116 + Penalty 2452.938047 = -194336.832069
  nChanged 79
		SP:Iteration 7Q (6325.650000 sec): 3 clusters
  Score: Raw -196879.564080 + Penalty 2452.938047 = -194426.626033
  nChanged 57
		SP:Iteration 8Q (6325.650000 sec): 3 clusters
  Score: Raw -196943.661472 + Penalty 2452.938047 = -194490.723425
  nChanged 46
		SP:Iteration 9Q (6325.650000 sec): 3 clusters
  Score: Raw -196983.110659 + Penalty 2452.938047 = -194530.172612
  nChanged 32
		SP:Iteration 10Q (6325.660000 sec): 3 clusters
  Score: Raw -197006.178821 + Penalty 2452.938047 = -194553.240774
  nChanged 27
		SP:Iteration 11Q (6325.660000 sec): 3 clusters
  Score: Raw -197027.190206 + Penalty 2452.938047 = -194574.252159
  nChanged 23
		SP:Iteration 12Q (6325.670000 sec): 3 clusters
  Score: Raw -197044.659873 + Penalty 2452.938047 = -194591.721826
  nChanged 18
		SP:Iteration 13Q (6325.670000 sec): 3 clusters
  Score: Raw -197060.902674 + Penalty 2452.938047 = -194607.964627
  nChanged 17
		SP:Iteration 14Q (6325.670000 sec): 3 clusters
  Score: Raw -197072.860197 + Penalty 2452.938047 = -194619.922150
  nChanged 9
		SP:Iteration 15Q (6325.680000 sec): 3 clusters
  Score: Raw -197079.433404 + Penalty 2452.938047 = -194626.495357
  nChanged 10
		SP:Iteration 16Q (6325.680000 sec): 3 clusters
  Score: Raw -197091.452668 + Penalty 2452.938047 = -194638.514621
  nChanged 15
		SP:Iteration 17Q (6325.690000 sec): 3 clusters
  Score: Raw -197103.027431 + Penalty 2452.938047 = -194650.089384
  nChanged 11
		SP:Iteration 18Q (6325.690000 sec): 3 clusters
  Score: Raw -197109.161954 + Penalty 2452.938047 = -194656.223907
  nChanged 5
		SP:Iteration 19Q (6325.700000 sec): 3 clusters
  Score: Raw -197110.653820 + Penalty 2452.938047 = -194657.715773
  nChanged 2
		SP:Iteration 20F (6325.700000 sec): 3 clusters
  Score: Raw -197112.062026 + Penalty 2452.938047 = -194659.123980
  nChanged 4
		SP:Iteration 21Q (6325.700000 sec): 3 clusters
  Score: Raw -197115.023047 + Penalty 2452.938047 = -194662.085000
  nChanged 4
		SP:Iteration 22Q (6325.710000 sec): 3 clusters
  Score: Raw -197117.348444 + Penalty 2452.938047 = -194664.410397
  nChanged 2
		SP:Iteration 23Q (6325.710000 sec): 3 clusters
  Score: Raw -197118.051489 + Penalty 2452.938047 = -194665.113442
  nChanged 0
		SP:Iteration 24F (6325.710000 sec): 3 clusters
  Score: Raw -197118.051489 + Penalty 2452.938047 = -194665.113442
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 64 (17428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6325.770000 sec): 2 clusters
  Score: Raw -1906715.512320 + Penalty 1586.947925 = -1905128.564395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6325.820000 sec): 3 clusters
  Score: Raw -1896359.568446 + Penalty 3173.895851 = -1893185.672595
  nChanged 7773
		SP:Iteration 1F (6325.860000 sec): 3 clusters
  Score: Raw -1900818.066015 + Penalty 3173.895851 = -1897644.170164
  nChanged 1117
		SP:Iteration 2F (6325.910000 sec): 3 clusters
  Score: Raw -1901387.266529 + Penalty 3173.895851 = -1898213.370678
  nChanged 1046
		SP:Iteration 3F (6325.950000 sec): 3 clusters
  Score: Raw -1901979.161737 + Penalty 3173.895851 = -1898805.265886
  nChanged 970
		SP:Iteration 4F (6325.990000 sec): 3 clusters
  Score: Raw -1902507.146838 + Penalty 3173.895851 = -1899333.250987
  nChanged 920
		SP:Iteration 5F (6326.040000 sec): 3 clusters
  Score: Raw -1903051.145510 + Penalty 3173.895851 = -1899877.249659
  nChanged 890
		SP:Iteration 6F (6326.090000 sec): 3 clusters
  Score: Raw -1903515.252711 + Penalty 3173.895851 = -1900341.356860
  nChanged 760
		SP:Iteration 7Q (6326.130000 sec): 3 clusters
  Score: Raw -1903893.826456 + Penalty 3173.895851 = -1900719.930605
  nChanged 654
		SP:Iteration 8Q (6326.170000 sec): 3 clusters
  Score: Raw -1904221.944825 + Penalty 3173.895851 = -1901048.048974
  nChanged 580
		SP:Iteration 9Q (6326.220000 sec): 3 clusters
  Score: Raw -1904507.416609 + Penalty 3173.895851 = -1901333.520759
  nChanged 501
		SP:Iteration 10Q (6326.260000 sec): 3 clusters
  Score: Raw -1904741.147883 + Penalty 3173.895851 = -1901567.252032
  nChanged 426
		SP:Iteration 11Q (6326.310000 sec): 3 clusters
  Score: Raw -1904921.956443 + Penalty 3173.895851 = -1901748.060592
  nChanged 349
		SP:Iteration 12Q (6326.350000 sec): 3 clusters
  Score: Raw -1905045.327716 + Penalty 3173.895851 = -1901871.431865
  nChanged 308
		SP:Iteration 13Q (6326.390000 sec): 3 clusters
  Score: Raw -1905145.058179 + Penalty 3173.895851 = -1901971.162328
  nChanged 232
		SP:Iteration 14Q (6326.430000 sec): 3 clusters
  Score: Raw -1905213.490186 + Penalty 3173.895851 = -1902039.594335
  nChanged 214
		SP:Iteration 15Q (6326.470000 sec): 3 clusters
  Score: Raw -1905278.191109 + Penalty 3173.895851 = -1902104.295258
  nChanged 209
		SP:Iteration 16Q (6326.510000 sec): 3 clusters
  Score: Raw -1905340.899618 + Penalty 3173.895851 = -1902167.003767
  nChanged 205
		SP:Iteration 17Q (6326.550000 sec): 3 clusters
  Score: Raw -1905401.012737 + Penalty 3173.895851 = -1902227.116886
  nChanged 198
		SP:Iteration 18Q (6326.600000 sec): 3 clusters
  Score: Raw -1905466.078280 + Penalty 3173.895851 = -1902292.182429
  nChanged 210
		SP:Iteration 19Q (6326.640000 sec): 3 clusters
  Score: Raw -1905531.426046 + Penalty 3173.895851 = -1902357.530195
  nChanged 204
		SP:Iteration 20F (6326.680000 sec): 3 clusters
  Score: Raw -1905606.130790 + Penalty 3173.895851 = -1902432.234939
  nChanged 191
		SP:Iteration 21Q (6326.720000 sec): 3 clusters
  Score: Raw -1905672.493966 + Penalty 3173.895851 = -1902498.598115
  nChanged 202
		SP:Iteration 22Q (6326.760000 sec): 3 clusters
  Score: Raw -1905743.414691 + Penalty 3173.895851 = -1902569.518840
  nChanged 225
		SP:Iteration 23Q (6326.800000 sec): 3 clusters
  Score: Raw -1905832.320345 + Penalty 3173.895851 = -1902658.424494
  nChanged 223
		SP:Iteration 24Q (6326.840000 sec): 3 clusters
  Score: Raw -1905930.679666 + Penalty 3173.895851 = -1902756.783815
  nChanged 223
		SP:Iteration 25Q (6326.880000 sec): 3 clusters
  Score: Raw -1906036.888513 + Penalty 3173.895851 = -1902862.992663
  nChanged 235
		SP:Iteration 26Q (6326.920000 sec): 3 clusters
  Score: Raw -1906156.853299 + Penalty 3173.895851 = -1902982.957448
  nChanged 209
		SP:Iteration 27Q (6326.950000 sec): 3 clusters
  Score: Raw -1906266.747889 + Penalty 3173.895851 = -1903092.852038
  nChanged 219
		SP:Iteration 28Q (6326.990000 sec): 3 clusters
  Score: Raw -1906390.201805 + Penalty 3173.895851 = -1903216.305954
  nChanged 211
		SP:Iteration 29Q (6327.030000 sec): 3 clusters
  Score: Raw -1906504.128947 + Penalty 3173.895851 = -1903330.233097
  nChanged 202
		SP:Iteration 30Q (6327.070000 sec): 3 clusters
  Score: Raw -1906610.034634 + Penalty 3173.895851 = -1903436.138784
  nChanged 160
		SP:Iteration 31Q (6327.100000 sec): 3 clusters
  Score: Raw -1906684.913418 + Penalty 3173.895851 = -1903511.017567
  nChanged 139
		SP:Iteration 32Q (6327.130000 sec): 3 clusters
  Score: Raw -1906749.868255 + Penalty 3173.895851 = -1903575.972404
  nChanged 123
		SP:Iteration 33Q (6327.170000 sec): 3 clusters
  Score: Raw -1906800.848405 + Penalty 3173.895851 = -1903626.952554
  nChanged 99
		SP:Iteration 34Q (6327.210000 sec): 3 clusters
  Score: Raw -1906841.027881 + Penalty 3173.895851 = -1903667.132031
  nChanged 109
		SP:Iteration 35Q (6327.240000 sec): 3 clusters
  Score: Raw -1906895.832103 + Penalty 3173.895851 = -1903721.936252
  nChanged 104
		SP:Iteration 36Q (6327.270000 sec): 3 clusters
  Score: Raw -1906942.605896 + Penalty 3173.895851 = -1903768.710046
  nChanged 85
		SP:Iteration 37Q (6327.310000 sec): 3 clusters
  Score: Raw -1906982.867185 + Penalty 3173.895851 = -1903808.971335
  nChanged 78
		SP:Iteration 38Q (6327.340000 sec): 3 clusters
  Score: Raw -1907019.623737 + Penalty 3173.895851 = -1903845.727886
  nChanged 72
		SP:Iteration 39Q (6327.370000 sec): 3 clusters
  Score: Raw -1907059.618179 + Penalty 3173.895851 = -1903885.722328
  nChanged 59
		SP:Iteration 40F (6327.420000 sec): 3 clusters
  Score: Raw -1907084.246932 + Penalty 3173.895851 = -1903910.351081
  nChanged 44
		SP:Iteration 41Q (6327.450000 sec): 3 clusters
  Score: Raw -1907101.616276 + Penalty 3173.895851 = -1903927.720425
  nChanged 42
		SP:Iteration 42Q (6327.490000 sec): 3 clusters
  Score: Raw -1907120.367595 + Penalty 3173.895851 = -1903946.471744
  nChanged 37
		SP:Iteration 43Q (6327.520000 sec): 3 clusters
  Score: Raw -1907133.172361 + Penalty 3173.895851 = -1903959.276510
  nChanged 28
		SP:Iteration 44Q (6327.550000 sec): 3 clusters
  Score: Raw -1907142.877655 + Penalty 3173.895851 = -1903968.981804
  nChanged 22
		SP:Iteration 45Q (6327.580000 sec): 3 clusters
  Score: Raw -1907152.951522 + Penalty 3173.895851 = -1903979.055671
  nChanged 31
		SP:Iteration 46Q (6327.620000 sec): 3 clusters
  Score: Raw -1907166.269727 + Penalty 3173.895851 = -1903992.373876
  nChanged 25
		SP:Iteration 47Q (6327.650000 sec): 3 clusters
  Score: Raw -1907174.741016 + Penalty 3173.895851 = -1904000.845165
  nChanged 16
		SP:Iteration 48Q (6327.680000 sec): 3 clusters
  Score: Raw -1907181.055831 + Penalty 3173.895851 = -1904007.159980
  nChanged 16
		SP:Iteration 49Q (6327.710000 sec): 3 clusters
  Score: Raw -1907185.038257 + Penalty 3173.895851 = -1904011.142406
  nChanged 9
		SP:Iteration 50Q (6327.750000 sec): 3 clusters
  Score: Raw -1907187.404696 + Penalty 3173.895851 = -1904013.508846
  nChanged 3
		SP:Iteration 51Q (6327.780000 sec): 3 clusters
  Score: Raw -1907189.003820 + Penalty 3173.895851 = -1904015.107969
  nChanged 5
		SP:Iteration 52Q (6327.810000 sec): 3 clusters
  Score: Raw -1907190.959289 + Penalty 3173.895851 = -1904017.063439
  nChanged 8
		SP:Iteration 53Q (6327.850000 sec): 3 clusters
  Score: Raw -1907194.568301 + Penalty 3173.895851 = -1904020.672450
  nChanged 8
		SP:Iteration 54Q (6327.880000 sec): 3 clusters
  Score: Raw -1907197.585931 + Penalty 3173.895851 = -1904023.690080
  nChanged 6
		SP:Iteration 55Q (6327.910000 sec): 3 clusters
  Score: Raw -1907201.149324 + Penalty 3173.895851 = -1904027.253473
  nChanged 11
		SP:Iteration 56Q (6327.950000 sec): 3 clusters
  Score: Raw -1907205.599636 + Penalty 3173.895851 = -1904031.703785
  nChanged 9
		SP:Iteration 57Q (6327.980000 sec): 3 clusters
  Score: Raw -1907208.130641 + Penalty 3173.895851 = -1904034.234790
  nChanged 7
		SP:Iteration 58Q (6328.010000 sec): 3 clusters
  Score: Raw -1907210.143331 + Penalty 3173.895851 = -1904036.247481
  nChanged 4
		SP:Iteration 59Q (6328.040000 sec): 3 clusters
  Score: Raw -1907210.807688 + Penalty 3173.895851 = -1904036.911838
  nChanged 0
		SP:Iteration 60F (6328.090000 sec): 3 clusters
  Score: Raw -1907210.807688 + Penalty 3173.895851 = -1904036.911838
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 65 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6328.110000 sec): 2 clusters
  Score: Raw -173714.601735 + Penalty 1196.635944 = -172517.965791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6328.110000 sec): 3 clusters
  Score: Raw -173076.805395 + Penalty 2393.271888 = -170683.533507
  nChanged 558
		SP:Iteration 1F (6328.110000 sec): 3 clusters
  Score: Raw -173431.424288 + Penalty 2393.271888 = -171038.152400
  nChanged 137
		SP:Iteration 2F (6328.110000 sec): 3 clusters
  Score: Raw -173528.465906 + Penalty 2393.271888 = -171135.194018
  nChanged 77
		SP:Iteration 3Q (6328.120000 sec): 3 clusters
  Score: Raw -173598.967466 + Penalty 2393.271888 = -171205.695578
  nChanged 58
		SP:Iteration 4Q (6328.120000 sec): 3 clusters
  Score: Raw -173645.379204 + Penalty 2393.271888 = -171252.107316
  nChanged 36
		SP:Iteration 5Q (6328.130000 sec): 3 clusters
  Score: Raw -173676.964453 + Penalty 2393.271888 = -171283.692565
  nChanged 29
		SP:Iteration 6Q (6328.130000 sec): 3 clusters
  Score: Raw -173698.001011 + Penalty 2393.271888 = -171304.729123
  nChanged 21
		SP:Iteration 7Q (6328.130000 sec): 3 clusters
  Score: Raw -173718.283548 + Penalty 2393.271888 = -171325.011660
  nChanged 19
		SP:Iteration 8Q (6328.140000 sec): 3 clusters
  Score: Raw -173736.022666 + Penalty 2393.271888 = -171342.750778
  nChanged 19
		SP:Iteration 9Q (6328.140000 sec): 3 clusters
  Score: Raw -173746.080502 + Penalty 2393.271888 = -171352.808614
  nChanged 14
		SP:Iteration 10Q (6328.150000 sec): 3 clusters
  Score: Raw -173756.853217 + Penalty 2393.271888 = -171363.581329
  nChanged 14
		SP:Iteration 11Q (6328.150000 sec): 3 clusters
  Score: Raw -173764.219732 + Penalty 2393.271888 = -171370.947844
  nChanged 4
		SP:Iteration 12Q (6328.150000 sec): 3 clusters
  Score: Raw -173766.055311 + Penalty 2393.271888 = -171372.783423
  nChanged 5
		SP:Iteration 13Q (6328.160000 sec): 3 clusters
  Score: Raw -173769.711062 + Penalty 2393.271888 = -171376.439174
  nChanged 2
		SP:Iteration 14Q (6328.160000 sec): 3 clusters
  Score: Raw -173770.214252 + Penalty 2393.271888 = -171376.942364
  nChanged 0
		SP:Iteration 15F (6328.170000 sec): 3 clusters
  Score: Raw -173770.214252 + Penalty 2393.271888 = -171376.942364
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 66 (26985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6328.250000 sec): 2 clusters
  Score: Raw -3122070.027724 + Penalty 1657.993421 = -3120412.034303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6328.320000 sec): 3 clusters
  Score: Raw -3105547.298177 + Penalty 3315.986841 = -3102231.311336
  nChanged 12272
		SP:Iteration 1F (6328.390000 sec): 3 clusters
  Score: Raw -3112422.523406 + Penalty 3315.986841 = -3109106.536565
  nChanged 1369
		SP:Iteration 2F (6328.460000 sec): 3 clusters
  Score: Raw -3113074.634038 + Penalty 3315.986841 = -3109758.647197
  nChanged 1511
		SP:Iteration 3F (6328.530000 sec): 3 clusters
  Score: Raw -3113943.818320 + Penalty 3315.986841 = -3110627.831478
  nChanged 1695
		SP:Iteration 4F (6328.590000 sec): 3 clusters
  Score: Raw -3115044.217016 + Penalty 3315.986841 = -3111728.230175
  nChanged 1797
		SP:Iteration 5F (6328.670000 sec): 3 clusters
  Score: Raw -3116224.703634 + Penalty 3315.986841 = -3112908.716792
  nChanged 1692
		SP:Iteration 6F (6328.730000 sec): 3 clusters
  Score: Raw -3117306.789464 + Penalty 3315.986841 = -3113990.802623
  nChanged 1491
		SP:Iteration 7F (6328.810000 sec): 3 clusters
  Score: Raw -3118215.679225 + Penalty 3315.986841 = -3114899.692383
  nChanged 1272
		SP:Iteration 8Q (6328.870000 sec): 3 clusters
  Score: Raw -3118948.990748 + Penalty 3315.986841 = -3115633.003907
  nChanged 1048
		SP:Iteration 9Q (6328.950000 sec): 3 clusters
  Score: Raw -3119488.925896 + Penalty 3315.986841 = -3116172.939055
  nChanged 824
		SP:Iteration 10Q (6329.010000 sec): 3 clusters
  Score: Raw -3119831.188938 + Penalty 3315.986841 = -3116515.202096
  nChanged 592
		SP:Iteration 11Q (6329.080000 sec): 3 clusters
  Score: Raw -3120034.410400 + Penalty 3315.986841 = -3116718.423559
  nChanged 477
		SP:Iteration 12Q (6329.150000 sec): 3 clusters
  Score: Raw -3120176.749954 + Penalty 3315.986841 = -3116860.763113
  nChanged 373
		SP:Iteration 13Q (6329.220000 sec): 3 clusters
  Score: Raw -3120280.347729 + Penalty 3315.986841 = -3116964.360887
  nChanged 366
		SP:Iteration 14Q (6329.290000 sec): 3 clusters
  Score: Raw -3120383.791215 + Penalty 3315.986841 = -3117067.804373
  nChanged 330
		SP:Iteration 15Q (6329.350000 sec): 3 clusters
  Score: Raw -3120486.660902 + Penalty 3315.986841 = -3117170.674061
  nChanged 353
		SP:Iteration 16Q (6329.420000 sec): 3 clusters
  Score: Raw -3120597.725868 + Penalty 3315.986841 = -3117281.739026
  nChanged 344
		SP:Iteration 17Q (6329.490000 sec): 3 clusters
  Score: Raw -3120699.134966 + Penalty 3315.986841 = -3117383.148124
  nChanged 312
		SP:Iteration 18Q (6329.550000 sec): 3 clusters
  Score: Raw -3120788.097448 + Penalty 3315.986841 = -3117472.110607
  nChanged 307
		SP:Iteration 19Q (6329.620000 sec): 3 clusters
  Score: Raw -3120874.201170 + Penalty 3315.986841 = -3117558.214329
  nChanged 295
		SP:Iteration 20F (6329.690000 sec): 3 clusters
  Score: Raw -3120945.646472 + Penalty 3315.986841 = -3117629.659631
  nChanged 260
		SP:Iteration 21Q (6329.750000 sec): 3 clusters
  Score: Raw -3120998.553388 + Penalty 3315.986841 = -3117682.566547
  nChanged 212
		SP:Iteration 22Q (6329.820000 sec): 3 clusters
  Score: Raw -3121036.880439 + Penalty 3315.986841 = -3117720.893598
  nChanged 188
		SP:Iteration 23Q (6329.890000 sec): 3 clusters
  Score: Raw -3121068.279010 + Penalty 3315.986841 = -3117752.292169
  nChanged 186
		SP:Iteration 24Q (6329.960000 sec): 3 clusters
  Score: Raw -3121094.603550 + Penalty 3315.986841 = -3117778.616709
  nChanged 152
		SP:Iteration 25Q (6330.030000 sec): 3 clusters
  Score: Raw -3121114.186722 + Penalty 3315.986841 = -3117798.199881
  nChanged 111
		SP:Iteration 26Q (6330.090000 sec): 3 clusters
  Score: Raw -3121124.018236 + Penalty 3315.986841 = -3117808.031395
  nChanged 74
		SP:Iteration 27Q (6330.160000 sec): 3 clusters
  Score: Raw -3121129.955183 + Penalty 3315.986841 = -3117813.968342
  nChanged 64
		SP:Iteration 28Q (6330.230000 sec): 3 clusters
  Score: Raw -3121134.936413 + Penalty 3315.986841 = -3117818.949571
  nChanged 56
		SP:Iteration 29Q (6330.290000 sec): 3 clusters
  Score: Raw -3121140.413957 + Penalty 3315.986841 = -3117824.427115
  nChanged 60
		SP:Iteration 30Q (6330.360000 sec): 3 clusters
  Score: Raw -3121144.974183 + Penalty 3315.986841 = -3117828.987342
  nChanged 54
		SP:Iteration 31Q (6330.430000 sec): 3 clusters
  Score: Raw -3121149.406756 + Penalty 3315.986841 = -3117833.419915
  nChanged 53
		SP:Iteration 32Q (6330.490000 sec): 3 clusters
  Score: Raw -3121153.381344 + Penalty 3315.986841 = -3117837.394503
  nChanged 46
		SP:Iteration 33Q (6330.560000 sec): 3 clusters
  Score: Raw -3121156.006450 + Penalty 3315.986841 = -3117840.019608
  nChanged 36
		SP:Iteration 34Q (6330.630000 sec): 3 clusters
  Score: Raw -3121158.366412 + Penalty 3315.986841 = -3117842.379570
  nChanged 34
		SP:Iteration 35Q (6330.690000 sec): 3 clusters
  Score: Raw -3121160.386336 + Penalty 3315.986841 = -3117844.399494
  nChanged 35
		SP:Iteration 36Q (6330.760000 sec): 3 clusters
  Score: Raw -3121163.063288 + Penalty 3315.986841 = -3117847.076447
  nChanged 41
		SP:Iteration 37Q (6330.820000 sec): 3 clusters
  Score: Raw -3121166.314842 + Penalty 3315.986841 = -3117850.328000
  nChanged 27
		SP:Iteration 38Q (6330.890000 sec): 3 clusters
  Score: Raw -3121168.724608 + Penalty 3315.986841 = -3117852.737766
  nChanged 39
		SP:Iteration 39Q (6330.950000 sec): 3 clusters
  Score: Raw -3121172.525945 + Penalty 3315.986841 = -3117856.539103
  nChanged 47
		SP:Iteration 40F (6331.020000 sec): 3 clusters
  Score: Raw -3121177.091637 + Penalty 3315.986841 = -3117861.104796
  nChanged 59
		SP:Iteration 41Q (6331.090000 sec): 3 clusters
  Score: Raw -3121181.787584 + Penalty 3315.986841 = -3117865.800743
  nChanged 50
		SP:Iteration 42Q (6331.150000 sec): 3 clusters
  Score: Raw -3121185.158066 + Penalty 3315.986841 = -3117869.171225
  nChanged 39
		SP:Iteration 43Q (6331.220000 sec): 3 clusters
  Score: Raw -3121188.500354 + Penalty 3315.986841 = -3117872.513512
  nChanged 43
		SP:Iteration 44Q (6331.290000 sec): 3 clusters
  Score: Raw -3121191.737102 + Penalty 3315.986841 = -3117875.750261
  nChanged 36
		SP:Iteration 45Q (6331.350000 sec): 3 clusters
  Score: Raw -3121194.251803 + Penalty 3315.986841 = -3117878.264962
  nChanged 45
		SP:Iteration 46Q (6331.420000 sec): 3 clusters
  Score: Raw -3121196.960841 + Penalty 3315.986841 = -3117880.973999
  nChanged 34
		SP:Iteration 47Q (6331.490000 sec): 3 clusters
  Score: Raw -3121199.706830 + Penalty 3315.986841 = -3117883.719988
  nChanged 37
		SP:Iteration 48Q (6331.550000 sec): 3 clusters
  Score: Raw -3121202.650571 + Penalty 3315.986841 = -3117886.663729
  nChanged 49
		SP:Iteration 49Q (6331.620000 sec): 3 clusters
  Score: Raw -3121206.761591 + Penalty 3315.986841 = -3117890.774749
  nChanged 53
		SP:Iteration 50Q (6331.680000 sec): 3 clusters
  Score: Raw -3121210.618980 + Penalty 3315.986841 = -3117894.632139
  nChanged 43
		SP:Iteration 51Q (6331.750000 sec): 3 clusters
  Score: Raw -3121212.957860 + Penalty 3315.986841 = -3117896.971018
  nChanged 36
		SP:Iteration 52Q (6331.810000 sec): 3 clusters
  Score: Raw -3121215.092155 + Penalty 3315.986841 = -3117899.105313
  nChanged 32
		SP:Iteration 53Q (6331.880000 sec): 3 clusters
  Score: Raw -3121217.213903 + Penalty 3315.986841 = -3117901.227061
  nChanged 34
		SP:Iteration 54Q (6331.950000 sec): 3 clusters
  Score: Raw -3121219.674477 + Penalty 3315.986841 = -3117903.687636
  nChanged 33
		SP:Iteration 55Q (6332.010000 sec): 3 clusters
  Score: Raw -3121221.378480 + Penalty 3315.986841 = -3117905.391639
  nChanged 29
		SP:Iteration 56Q (6332.080000 sec): 3 clusters
  Score: Raw -3121222.888560 + Penalty 3315.986841 = -3117906.901718
  nChanged 31
		SP:Iteration 57Q (6332.150000 sec): 3 clusters
  Score: Raw -3121224.930059 + Penalty 3315.986841 = -3117908.943218
  nChanged 28
		SP:Iteration 58Q (6332.210000 sec): 3 clusters
  Score: Raw -3121226.229370 + Penalty 3315.986841 = -3117910.242529
  nChanged 19
		SP:Iteration 59Q (6332.280000 sec): 3 clusters
  Score: Raw -3121227.132769 + Penalty 3315.986841 = -3117911.145928
  nChanged 14
		SP:Iteration 60F (6332.350000 sec): 3 clusters
  Score: Raw -3121227.896273 + Penalty 3315.986841 = -3117911.909431
  nChanged 17
		SP:Iteration 61Q (6332.410000 sec): 3 clusters
  Score: Raw -3121228.826457 + Penalty 3315.986841 = -3117912.839615
  nChanged 15
		SP:Iteration 62Q (6332.480000 sec): 3 clusters
  Score: Raw -3121229.576588 + Penalty 3315.986841 = -3117913.589746
  nChanged 21
		SP:Iteration 63Q (6332.550000 sec): 3 clusters
  Score: Raw -3121230.737394 + Penalty 3315.986841 = -3117914.750552
  nChanged 19
		SP:Iteration 64Q (6332.620000 sec): 3 clusters
  Score: Raw -3121231.606350 + Penalty 3315.986841 = -3117915.619509
  nChanged 15
		SP:Iteration 65Q (6332.680000 sec): 3 clusters
  Score: Raw -3121232.515855 + Penalty 3315.986841 = -3117916.529013
  nChanged 20
		SP:Iteration 66Q (6332.750000 sec): 3 clusters
  Score: Raw -3121233.483010 + Penalty 3315.986841 = -3117917.496168
  nChanged 18
		SP:Iteration 67Q (6332.820000 sec): 3 clusters
  Score: Raw -3121234.261215 + Penalty 3315.986841 = -3117918.274374
  nChanged 16
		SP:Iteration 68Q (6332.880000 sec): 3 clusters
  Score: Raw -3121234.993966 + Penalty 3315.986841 = -3117919.007125
  nChanged 22
		SP:Iteration 69Q (6332.950000 sec): 3 clusters
  Score: Raw -3121235.969829 + Penalty 3315.986841 = -3117919.982988
  nChanged 23
		SP:Iteration 70Q (6333.010000 sec): 3 clusters
  Score: Raw -3121237.603058 + Penalty 3315.986841 = -3117921.616217
  nChanged 21
		SP:Iteration 71Q (6333.080000 sec): 3 clusters
  Score: Raw -3121239.124706 + Penalty 3315.986841 = -3117923.137865
  nChanged 25
		SP:Iteration 72Q (6333.140000 sec): 3 clusters
  Score: Raw -3121240.865728 + Penalty 3315.986841 = -3117924.878887
  nChanged 27
		SP:Iteration 73Q (6333.210000 sec): 3 clusters
  Score: Raw -3121242.188015 + Penalty 3315.986841 = -3117926.201173
  nChanged 23
		SP:Iteration 74Q (6333.280000 sec): 3 clusters
  Score: Raw -3121243.205240 + Penalty 3315.986841 = -3117927.218398
  nChanged 21
		SP:Iteration 75Q (6333.340000 sec): 3 clusters
  Score: Raw -3121244.333304 + Penalty 3315.986841 = -3117928.346463
  nChanged 22
		SP:Iteration 76Q (6333.410000 sec): 3 clusters
  Score: Raw -3121245.795983 + Penalty 3315.986841 = -3117929.809142
  nChanged 17
		SP:Iteration 77Q (6333.480000 sec): 3 clusters
  Score: Raw -3121246.562795 + Penalty 3315.986841 = -3117930.575953
  nChanged 13
		SP:Iteration 78Q (6333.540000 sec): 3 clusters
  Score: Raw -3121247.126944 + Penalty 3315.986841 = -3117931.140103
  nChanged 12
		SP:Iteration 79Q (6333.610000 sec): 3 clusters
  Score: Raw -3121247.721144 + Penalty 3315.986841 = -3117931.734302
  nChanged 10
		SP:Iteration 80F (6333.680000 sec): 3 clusters
  Score: Raw -3121248.189694 + Penalty 3315.986841 = -3117932.202853
  nChanged 17
		SP:Iteration 81Q (6333.740000 sec): 3 clusters
  Score: Raw -3121248.966545 + Penalty 3315.986841 = -3117932.979703
  nChanged 14
		SP:Iteration 82Q (6333.810000 sec): 3 clusters
  Score: Raw -3121249.735421 + Penalty 3315.986841 = -3117933.748580
  nChanged 14
		SP:Iteration 83Q (6333.880000 sec): 3 clusters
  Score: Raw -3121250.603239 + Penalty 3315.986841 = -3117934.616397
  nChanged 19
		SP:Iteration 84Q (6333.940000 sec): 3 clusters
  Score: Raw -3121251.700263 + Penalty 3315.986841 = -3117935.713422
  nChanged 17
		SP:Iteration 85Q (6334.010000 sec): 3 clusters
  Score: Raw -3121252.757229 + Penalty 3315.986841 = -3117936.770387
  nChanged 16
		SP:Iteration 86Q (6334.080000 sec): 3 clusters
  Score: Raw -3121253.679297 + Penalty 3315.986841 = -3117937.692455
  nChanged 20
		SP:Iteration 87Q (6334.140000 sec): 3 clusters
  Score: Raw -3121254.847892 + Penalty 3315.986841 = -3117938.861050
  nChanged 19
		SP:Iteration 88Q (6334.210000 sec): 3 clusters
  Score: Raw -3121255.715859 + Penalty 3315.986841 = -3117939.729018
  nChanged 16
		SP:Iteration 89Q (6334.270000 sec): 3 clusters
  Score: Raw -3121256.243410 + Penalty 3315.986841 = -3117940.256568
  nChanged 4
		SP:Iteration 90Q (6334.340000 sec): 3 clusters
  Score: Raw -3121256.343330 + Penalty 3315.986841 = -3117940.356489
  nChanged 5
		SP:Iteration 91Q (6334.400000 sec): 3 clusters
  Score: Raw -3121256.540717 + Penalty 3315.986841 = -3117940.553875
  nChanged 5
		SP:Iteration 92Q (6334.470000 sec): 3 clusters
  Score: Raw -3121256.656062 + Penalty 3315.986841 = -3117940.669221
  nChanged 2
		SP:Iteration 93Q (6334.540000 sec): 3 clusters
  Score: Raw -3121256.694395 + Penalty 3315.986841 = -3117940.707553
  nChanged 0
		SP:Iteration 94F (6334.610000 sec): 3 clusters
  Score: Raw -3121256.694395 + Penalty 3315.986841 = -3117940.707553
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 67 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6334.630000 sec): 2 clusters
  Score: Raw -148569.895237 + Penalty 1185.667156 = -147384.228081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6334.630000 sec): 3 clusters
  Score: Raw -148000.200011 + Penalty 2371.334312 = -145628.865699
  nChanged 488
		SP:Iteration 1F (6334.630000 sec): 3 clusters
  Score: Raw -148453.303000 + Penalty 2371.334312 = -146081.968688
  nChanged 162
		SP:Iteration 2F (6334.640000 sec): 3 clusters
  Score: Raw -148666.724497 + Penalty 2371.334312 = -146295.390185
  nChanged 99
		SP:Iteration 3F (6334.640000 sec): 3 clusters
  Score: Raw -148792.311290 + Penalty 2371.334312 = -146420.976978
  nChanged 73
		SP:Iteration 4Q (6334.640000 sec): 3 clusters
  Score: Raw -148867.544160 + Penalty 2371.334312 = -146496.209848
  nChanged 48
		SP:Iteration 5Q (6334.650000 sec): 3 clusters
  Score: Raw -148925.031018 + Penalty 2371.334312 = -146553.696705
  nChanged 37
		SP:Iteration 6Q (6334.650000 sec): 3 clusters
  Score: Raw -148975.945264 + Penalty 2371.334312 = -146604.610952
  nChanged 38
		SP:Iteration 7Q (6334.660000 sec): 3 clusters
  Score: Raw -149027.809168 + Penalty 2371.334312 = -146656.474855
  nChanged 42
		SP:Iteration 8Q (6334.660000 sec): 3 clusters
  Score: Raw -149087.657268 + Penalty 2371.334312 = -146716.322955
  nChanged 38
		SP:Iteration 9Q (6334.660000 sec): 3 clusters
  Score: Raw -149142.201394 + Penalty 2371.334312 = -146770.867081
  nChanged 33
		SP:Iteration 10Q (6334.660000 sec): 3 clusters
  Score: Raw -149193.335054 + Penalty 2371.334312 = -146822.000742
  nChanged 27
		SP:Iteration 11Q (6334.670000 sec): 3 clusters
  Score: Raw -149230.050522 + Penalty 2371.334312 = -146858.716209
  nChanged 30
		SP:Iteration 12Q (6334.670000 sec): 3 clusters
  Score: Raw -149274.278737 + Penalty 2371.334312 = -146902.944424
  nChanged 30
		SP:Iteration 13Q (6334.680000 sec): 3 clusters
  Score: Raw -149319.414177 + Penalty 2371.334312 = -146948.079864
  nChanged 25
		SP:Iteration 14Q (6334.680000 sec): 3 clusters
  Score: Raw -149345.510158 + Penalty 2371.334312 = -146974.175845
  nChanged 19
		SP:Iteration 15Q (6334.680000 sec): 3 clusters
  Score: Raw -149370.047220 + Penalty 2371.334312 = -146998.712908
  nChanged 18
		SP:Iteration 16Q (6334.680000 sec): 3 clusters
  Score: Raw -149387.248397 + Penalty 2371.334312 = -147015.914085
  nChanged 18
		SP:Iteration 17Q (6334.690000 sec): 3 clusters
  Score: Raw -149402.101677 + Penalty 2371.334312 = -147030.767364
  nChanged 8
		SP:Iteration 18Q (6334.690000 sec): 3 clusters
  Score: Raw -149408.534328 + Penalty 2371.334312 = -147037.200016
  nChanged 6
		SP:Iteration 19Q (6334.700000 sec): 3 clusters
  Score: Raw -149412.945094 + Penalty 2371.334312 = -147041.610782
  nChanged 7
		SP:Iteration 20F (6334.700000 sec): 3 clusters
  Score: Raw -149416.361200 + Penalty 2371.334312 = -147045.026887
  nChanged 3
		SP:Iteration 21Q (6334.700000 sec): 3 clusters
  Score: Raw -149417.953851 + Penalty 2371.334312 = -147046.619539
  nChanged 5
		SP:Iteration 22Q (6334.700000 sec): 3 clusters
  Score: Raw -149422.173291 + Penalty 2371.334312 = -147050.838979
  nChanged 8
		SP:Iteration 23Q (6334.710000 sec): 3 clusters
  Score: Raw -149428.485698 + Penalty 2371.334312 = -147057.151385
  nChanged 2
		SP:Iteration 24Q (6334.710000 sec): 3 clusters
  Score: Raw -149429.564922 + Penalty 2371.334312 = -147058.230610
  nChanged 1
		SP:Iteration 25Q (6334.720000 sec): 3 clusters
  Score: Raw -149430.291661 + Penalty 2371.334312 = -147058.957349
  nChanged 0
		SP:Iteration 26F (6334.720000 sec): 3 clusters
  Score: Raw -149430.291661 + Penalty 2371.334312 = -147058.957349
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 68 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6334.720000 sec): 2 clusters
  Score: Raw -204021.427180 + Penalty 1216.483550 = -202804.943630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6334.730000 sec): 3 clusters
  Score: Raw -203247.217612 + Penalty 2432.967101 = -200814.250511
  nChanged 625
		SP:Iteration 1F (6334.740000 sec): 3 clusters
  Score: Raw -203631.409243 + Penalty 2432.967101 = -201198.442142
  nChanged 119
		SP:Iteration 2F (6334.740000 sec): 3 clusters
  Score: Raw -203701.854368 + Penalty 2432.967101 = -201268.887267
  nChanged 68
		SP:Iteration 3Q (6334.740000 sec): 3 clusters
  Score: Raw -203755.683575 + Penalty 2432.967101 = -201322.716474
  nChanged 56
		SP:Iteration 4Q (6334.750000 sec): 3 clusters
  Score: Raw -203797.674449 + Penalty 2432.967101 = -201364.707348
  nChanged 51
		SP:Iteration 5Q (6334.750000 sec): 3 clusters
  Score: Raw -203828.050357 + Penalty 2432.967101 = -201395.083256
  nChanged 35
		SP:Iteration 6Q (6334.760000 sec): 3 clusters
  Score: Raw -203846.747319 + Penalty 2432.967101 = -201413.780218
  nChanged 27
		SP:Iteration 7Q (6334.760000 sec): 3 clusters
  Score: Raw -203863.587268 + Penalty 2432.967101 = -201430.620167
  nChanged 21
		SP:Iteration 8Q (6334.760000 sec): 3 clusters
  Score: Raw -203876.064896 + Penalty 2432.967101 = -201443.097796
  nChanged 13
		SP:Iteration 9Q (6334.770000 sec): 3 clusters
  Score: Raw -203883.183104 + Penalty 2432.967101 = -201450.216003
  nChanged 16
		SP:Iteration 10Q (6334.780000 sec): 3 clusters
  Score: Raw -203892.864147 + Penalty 2432.967101 = -201459.897046
  nChanged 17
		SP:Iteration 11Q (6334.780000 sec): 3 clusters
  Score: Raw -203900.134305 + Penalty 2432.967101 = -201467.167204
  nChanged 10
		SP:Iteration 12Q (6334.780000 sec): 3 clusters
  Score: Raw -203904.951178 + Penalty 2432.967101 = -201471.984077
  nChanged 13
		SP:Iteration 13Q (6334.790000 sec): 3 clusters
  Score: Raw -203910.686429 + Penalty 2432.967101 = -201477.719328
  nChanged 16
		SP:Iteration 14Q (6334.790000 sec): 3 clusters
  Score: Raw -203917.825822 + Penalty 2432.967101 = -201484.858722
  nChanged 10
		SP:Iteration 15Q (6334.800000 sec): 3 clusters
  Score: Raw -203922.092522 + Penalty 2432.967101 = -201489.125421
  nChanged 6
		SP:Iteration 16Q (6334.800000 sec): 3 clusters
  Score: Raw -203924.567550 + Penalty 2432.967101 = -201491.600449
  nChanged 4
		SP:Iteration 17Q (6334.800000 sec): 3 clusters
  Score: Raw -203926.076937 + Penalty 2432.967101 = -201493.109836
  nChanged 2
		SP:Iteration 18Q (6334.810000 sec): 3 clusters
  Score: Raw -203926.619687 + Penalty 2432.967101 = -201493.652587
  nChanged 1
		SP:Iteration 19Q (6334.820000 sec): 3 clusters
  Score: Raw -203926.843324 + Penalty 2432.967101 = -201493.876224
  nChanged 1
		SP:Iteration 20F (6334.820000 sec): 3 clusters
  Score: Raw -203927.232920 + Penalty 2432.967101 = -201494.265819
  nChanged 2
		SP:Iteration 21Q (6334.820000 sec): 3 clusters
  Score: Raw -203928.065376 + Penalty 2432.967101 = -201495.098275
  nChanged 2
		SP:Iteration 22Q (6334.830000 sec): 3 clusters
  Score: Raw -203928.641538 + Penalty 2432.967101 = -201495.674438
  nChanged 0
		SP:Iteration 23F (6334.830000 sec): 3 clusters
  Score: Raw -203928.641538 + Penalty 2432.967101 = -201495.674438
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 69 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6334.840000 sec): 2 clusters
  Score: Raw -42283.867223 + Penalty 979.203221 = -41304.664003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6334.840000 sec): 3 clusters
  Score: Raw -42270.101535 + Penalty 1958.406441 = -40311.695094
  nChanged 101
		SP:Iteration 1F (6334.840000 sec): 3 clusters
  Score: Raw -42445.279200 + Penalty 1958.406441 = -40486.872758
  nChanged 30
		SP:Iteration 2F (6334.840000 sec): 3 clusters
  Score: Raw -42511.112339 + Penalty 1958.406441 = -40552.705897
  nChanged 14
		SP:Iteration 3Q (6334.840000 sec): 3 clusters
  Score: Raw -42554.659053 + Penalty 1958.406441 = -40596.252611
  nChanged 12
		SP:Iteration 4Q (6334.840000 sec): 3 clusters
  Score: Raw -42592.023885 + Penalty 1958.406441 = -40633.617444
  nChanged 12
		SP:Iteration 5Q (6334.840000 sec): 3 clusters
  Score: Raw -42614.174981 + Penalty 1958.406441 = -40655.768540
  nChanged 9
		SP:Iteration 6Q (6334.840000 sec): 3 clusters
  Score: Raw -42636.063186 + Penalty 1958.406441 = -40677.656745
  nChanged 6
		SP:Iteration 7Q (6334.840000 sec): 3 clusters
  Score: Raw -42655.184531 + Penalty 1958.406441 = -40696.778089
  nChanged 8
		SP:Iteration 8Q (6334.850000 sec): 3 clusters
  Score: Raw -42686.711858 + Penalty 1958.406441 = -40728.305416
  nChanged 9
		SP:Iteration 9Q (6334.850000 sec): 3 clusters
  Score: Raw -42728.258351 + Penalty 1958.406441 = -40769.851910
  nChanged 9
		SP:Iteration 10Q (6334.850000 sec): 3 clusters
  Score: Raw -42745.877819 + Penalty 1958.406441 = -40787.471378
  nChanged 9
		SP:Iteration 11Q (6334.850000 sec): 3 clusters
  Score: Raw -42766.736104 + Penalty 1958.406441 = -40808.329663
  nChanged 2
		SP:Iteration 12Q (6334.850000 sec): 3 clusters
  Score: Raw -42769.394851 + Penalty 1958.406441 = -40810.988409
  nChanged 1
		SP:Iteration 13Q (6334.850000 sec): 3 clusters
  Score: Raw -42770.580197 + Penalty 1958.406441 = -40812.173755
  nChanged 0
		SP:Iteration 14F (6334.850000 sec): 3 clusters
  Score: Raw -42770.580197 + Penalty 1958.406441 = -40812.173755
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 70 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6334.870000 sec): 2 clusters
  Score: Raw -797744.739056 + Penalty 1441.505560 = -796303.233496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6334.890000 sec): 3 clusters
  Score: Raw -793851.751074 + Penalty 2883.011119 = -790968.739955
  nChanged 3010
		SP:Iteration 1F (6334.910000 sec): 3 clusters
  Score: Raw -795493.222296 + Penalty 2883.011119 = -792610.211176
  nChanged 423
		SP:Iteration 2F (6334.930000 sec): 3 clusters
  Score: Raw -795678.531536 + Penalty 2883.011119 = -792795.520417
  nChanged 327
		SP:Iteration 3Q (6334.940000 sec): 3 clusters
  Score: Raw -795812.501310 + Penalty 2883.011119 = -792929.490191
  nChanged 275
		SP:Iteration 4Q (6334.960000 sec): 3 clusters
  Score: Raw -795929.909533 + Penalty 2883.011119 = -793046.898414
  nChanged 243
		SP:Iteration 5Q (6334.980000 sec): 3 clusters
  Score: Raw -796033.617587 + Penalty 2883.011119 = -793150.606468
  nChanged 238
		SP:Iteration 6Q (6335.000000 sec): 3 clusters
  Score: Raw -796132.812192 + Penalty 2883.011119 = -793249.801072
  nChanged 212
		SP:Iteration 7Q (6335.020000 sec): 3 clusters
  Score: Raw -796212.223585 + Penalty 2883.011119 = -793329.212466
  nChanged 180
		SP:Iteration 8Q (6335.030000 sec): 3 clusters
  Score: Raw -796275.118468 + Penalty 2883.011119 = -793392.107349
  nChanged 182
		SP:Iteration 9Q (6335.050000 sec): 3 clusters
  Score: Raw -796343.210615 + Penalty 2883.011119 = -793460.199496
  nChanged 178
		SP:Iteration 10Q (6335.070000 sec): 3 clusters
  Score: Raw -796414.717708 + Penalty 2883.011119 = -793531.706588
  nChanged 179
		SP:Iteration 11Q (6335.090000 sec): 3 clusters
  Score: Raw -796475.893332 + Penalty 2883.011119 = -793592.882213
  nChanged 147
		SP:Iteration 12Q (6335.100000 sec): 3 clusters
  Score: Raw -796523.800679 + Penalty 2883.011119 = -793640.789560
  nChanged 134
		SP:Iteration 13Q (6335.120000 sec): 3 clusters
  Score: Raw -796566.928086 + Penalty 2883.011119 = -793683.916967
  nChanged 124
		SP:Iteration 14Q (6335.140000 sec): 3 clusters
  Score: Raw -796612.300721 + Penalty 2883.011119 = -793729.289602
  nChanged 127
		SP:Iteration 15Q (6335.160000 sec): 3 clusters
  Score: Raw -796657.677370 + Penalty 2883.011119 = -793774.666251
  nChanged 120
		SP:Iteration 16Q (6335.180000 sec): 3 clusters
  Score: Raw -796696.991548 + Penalty 2883.011119 = -793813.980429
  nChanged 126
		SP:Iteration 17Q (6335.190000 sec): 3 clusters
  Score: Raw -796743.275297 + Penalty 2883.011119 = -793860.264178
  nChanged 126
		SP:Iteration 18Q (6335.210000 sec): 3 clusters
  Score: Raw -796784.807313 + Penalty 2883.011119 = -793901.796193
  nChanged 105
		SP:Iteration 19Q (6335.230000 sec): 3 clusters
  Score: Raw -796817.732148 + Penalty 2883.011119 = -793934.721029
  nChanged 87
		SP:Iteration 20F (6335.250000 sec): 3 clusters
  Score: Raw -796841.755579 + Penalty 2883.011119 = -793958.744460
  nChanged 73
		SP:Iteration 21Q (6335.260000 sec): 3 clusters
  Score: Raw -796857.043213 + Penalty 2883.011119 = -793974.032094
  nChanged 51
		SP:Iteration 22Q (6335.280000 sec): 3 clusters
  Score: Raw -796867.912324 + Penalty 2883.011119 = -793984.901204
  nChanged 51
		SP:Iteration 23Q (6335.300000 sec): 3 clusters
  Score: Raw -796878.638473 + Penalty 2883.011119 = -793995.627354
  nChanged 45
		SP:Iteration 24Q (6335.320000 sec): 3 clusters
  Score: Raw -796888.635231 + Penalty 2883.011119 = -794005.624112
  nChanged 43
		SP:Iteration 25Q (6335.340000 sec): 3 clusters
  Score: Raw -796897.090227 + Penalty 2883.011119 = -794014.079108
  nChanged 32
		SP:Iteration 26Q (6335.350000 sec): 3 clusters
  Score: Raw -796903.824186 + Penalty 2883.011119 = -794020.813066
  nChanged 33
		SP:Iteration 27Q (6335.370000 sec): 3 clusters
  Score: Raw -796909.775904 + Penalty 2883.011119 = -794026.764785
  nChanged 31
		SP:Iteration 28Q (6335.390000 sec): 3 clusters
  Score: Raw -796915.441253 + Penalty 2883.011119 = -794032.430134
  nChanged 27
		SP:Iteration 29Q (6335.400000 sec): 3 clusters
  Score: Raw -796919.753106 + Penalty 2883.011119 = -794036.741987
  nChanged 24
		SP:Iteration 30Q (6335.420000 sec): 3 clusters
  Score: Raw -796923.323169 + Penalty 2883.011119 = -794040.312050
  nChanged 20
		SP:Iteration 31Q (6335.440000 sec): 3 clusters
  Score: Raw -796926.446225 + Penalty 2883.011119 = -794043.435105
  nChanged 23
		SP:Iteration 32Q (6335.460000 sec): 3 clusters
  Score: Raw -796930.946386 + Penalty 2883.011119 = -794047.935267
  nChanged 26
		SP:Iteration 33Q (6335.480000 sec): 3 clusters
  Score: Raw -796934.555253 + Penalty 2883.011119 = -794051.544133
  nChanged 26
		SP:Iteration 34Q (6335.500000 sec): 3 clusters
  Score: Raw -796939.124313 + Penalty 2883.011119 = -794056.113194
  nChanged 21
		SP:Iteration 35Q (6335.520000 sec): 3 clusters
  Score: Raw -796942.878949 + Penalty 2883.011119 = -794059.867829
  nChanged 19
		SP:Iteration 36Q (6335.530000 sec): 3 clusters
  Score: Raw -796945.844772 + Penalty 2883.011119 = -794062.833653
  nChanged 17
		SP:Iteration 37Q (6335.550000 sec): 3 clusters
  Score: Raw -796950.210146 + Penalty 2883.011119 = -794067.199027
  nChanged 24
		SP:Iteration 38Q (6335.570000 sec): 3 clusters
  Score: Raw -796953.990249 + Penalty 2883.011119 = -794070.979130
  nChanged 18
		SP:Iteration 39Q (6335.590000 sec): 3 clusters
  Score: Raw -796957.345844 + Penalty 2883.011119 = -794074.334725
  nChanged 12
		SP:Iteration 40F (6335.610000 sec): 3 clusters
  Score: Raw -796959.239940 + Penalty 2883.011119 = -794076.228820
  nChanged 14
		SP:Iteration 41Q (6335.620000 sec): 3 clusters
  Score: Raw -796961.134505 + Penalty 2883.011119 = -794078.123385
  nChanged 7
		SP:Iteration 42Q (6335.640000 sec): 3 clusters
  Score: Raw -796961.752862 + Penalty 2883.011119 = -794078.741742
  nChanged 6
		SP:Iteration 43Q (6335.660000 sec): 3 clusters
  Score: Raw -796962.801439 + Penalty 2883.011119 = -794079.790320
  nChanged 8
		SP:Iteration 44Q (6335.680000 sec): 3 clusters
  Score: Raw -796963.747507 + Penalty 2883.011119 = -794080.736388
  nChanged 6
		SP:Iteration 45Q (6335.690000 sec): 3 clusters
  Score: Raw -796964.737970 + Penalty 2883.011119 = -794081.726851
  nChanged 7
		SP:Iteration 46Q (6335.710000 sec): 3 clusters
  Score: Raw -796966.461622 + Penalty 2883.011119 = -794083.450503
  nChanged 10
		SP:Iteration 47Q (6335.730000 sec): 3 clusters
  Score: Raw -796967.571291 + Penalty 2883.011119 = -794084.560171
  nChanged 7
		SP:Iteration 48Q (6335.750000 sec): 3 clusters
  Score: Raw -796968.449626 + Penalty 2883.011119 = -794085.438506
  nChanged 5
		SP:Iteration 49Q (6335.770000 sec): 3 clusters
  Score: Raw -796969.209070 + Penalty 2883.011119 = -794086.197950
  nChanged 6
		SP:Iteration 50Q (6335.780000 sec): 3 clusters
  Score: Raw -796969.863522 + Penalty 2883.011119 = -794086.852403
  nChanged 7
		SP:Iteration 51Q (6335.800000 sec): 3 clusters
  Score: Raw -796971.049963 + Penalty 2883.011119 = -794088.038844
  nChanged 4
		SP:Iteration 52Q (6335.820000 sec): 3 clusters
  Score: Raw -796971.292780 + Penalty 2883.011119 = -794088.281661
  nChanged 2
		SP:Iteration 53Q (6335.830000 sec): 3 clusters
  Score: Raw -796971.669012 + Penalty 2883.011119 = -794088.657893
  nChanged 5
		SP:Iteration 54Q (6335.850000 sec): 3 clusters
  Score: Raw -796972.283458 + Penalty 2883.011119 = -794089.272339
  nChanged 4
		SP:Iteration 55Q (6335.870000 sec): 3 clusters
  Score: Raw -796972.713972 + Penalty 2883.011119 = -794089.702853
  nChanged 4
		SP:Iteration 56Q (6335.890000 sec): 3 clusters
  Score: Raw -796973.166330 + Penalty 2883.011119 = -794090.155211
  nChanged 3
		SP:Iteration 57Q (6335.910000 sec): 3 clusters
  Score: Raw -796973.632010 + Penalty 2883.011119 = -794090.620891
  nChanged 5
		SP:Iteration 58Q (6335.920000 sec): 3 clusters
  Score: Raw -796974.195786 + Penalty 2883.011119 = -794091.184667
  nChanged 6
		SP:Iteration 59Q (6335.940000 sec): 3 clusters
  Score: Raw -796975.124341 + Penalty 2883.011119 = -794092.113222
  nChanged 6
		SP:Iteration 60F (6335.960000 sec): 3 clusters
  Score: Raw -796975.857795 + Penalty 2883.011119 = -794092.846675
  nChanged 6
		SP:Iteration 61Q (6335.980000 sec): 3 clusters
  Score: Raw -796976.964626 + Penalty 2883.011119 = -794093.953506
  nChanged 10
		SP:Iteration 62Q (6335.990000 sec): 3 clusters
  Score: Raw -796978.340784 + Penalty 2883.011119 = -794095.329665
  nChanged 10
		SP:Iteration 63Q (6336.010000 sec): 3 clusters
  Score: Raw -796980.672755 + Penalty 2883.011119 = -794097.661636
  nChanged 14
		SP:Iteration 64Q (6336.030000 sec): 3 clusters
  Score: Raw -796983.901974 + Penalty 2883.011119 = -794100.890855
  nChanged 10
		SP:Iteration 65Q (6336.050000 sec): 3 clusters
  Score: Raw -796985.608045 + Penalty 2883.011119 = -794102.596925
  nChanged 8
		SP:Iteration 66Q (6336.070000 sec): 3 clusters
  Score: Raw -796987.104228 + Penalty 2883.011119 = -794104.093109
  nChanged 6
		SP:Iteration 67Q (6336.080000 sec): 3 clusters
  Score: Raw -796988.362004 + Penalty 2883.011119 = -794105.350885
  nChanged 12
		SP:Iteration 68Q (6336.100000 sec): 3 clusters
  Score: Raw -796989.809675 + Penalty 2883.011119 = -794106.798555
  nChanged 10
		SP:Iteration 69Q (6336.120000 sec): 3 clusters
  Score: Raw -796991.310621 + Penalty 2883.011119 = -794108.299502
  nChanged 10
		SP:Iteration 70Q (6336.130000 sec): 3 clusters
  Score: Raw -796992.819102 + Penalty 2883.011119 = -794109.807983
  nChanged 9
		SP:Iteration 71Q (6336.150000 sec): 3 clusters
  Score: Raw -796994.461298 + Penalty 2883.011119 = -794111.450179
  nChanged 12
		SP:Iteration 72Q (6336.170000 sec): 3 clusters
  Score: Raw -796996.292968 + Penalty 2883.011119 = -794113.281848
  nChanged 9
		SP:Iteration 73Q (6336.190000 sec): 3 clusters
  Score: Raw -796997.900083 + Penalty 2883.011119 = -794114.888964
  nChanged 12
		SP:Iteration 74Q (6336.210000 sec): 3 clusters
  Score: Raw -796999.252545 + Penalty 2883.011119 = -794116.241426
  nChanged 7
		SP:Iteration 75Q (6336.220000 sec): 3 clusters
  Score: Raw -796999.984827 + Penalty 2883.011119 = -794116.973707
  nChanged 5
		SP:Iteration 76Q (6336.240000 sec): 3 clusters
  Score: Raw -797000.896926 + Penalty 2883.011119 = -794117.885807
  nChanged 6
		SP:Iteration 77Q (6336.260000 sec): 3 clusters
  Score: Raw -797001.953460 + Penalty 2883.011119 = -794118.942341
  nChanged 10
		SP:Iteration 78Q (6336.270000 sec): 3 clusters
  Score: Raw -797003.508550 + Penalty 2883.011119 = -794120.497431
  nChanged 8
		SP:Iteration 79Q (6336.290000 sec): 3 clusters
  Score: Raw -797004.829384 + Penalty 2883.011119 = -794121.818265
  nChanged 8
		SP:Iteration 80F (6336.310000 sec): 3 clusters
  Score: Raw -797006.535932 + Penalty 2883.011119 = -794123.524813
  nChanged 7
		SP:Iteration 81Q (6336.330000 sec): 3 clusters
  Score: Raw -797007.251077 + Penalty 2883.011119 = -794124.239957
  nChanged 6
		SP:Iteration 82Q (6336.350000 sec): 3 clusters
  Score: Raw -797008.015426 + Penalty 2883.011119 = -794125.004306
  nChanged 9
		SP:Iteration 83Q (6336.360000 sec): 3 clusters
  Score: Raw -797008.937182 + Penalty 2883.011119 = -794125.926063
  nChanged 6
		SP:Iteration 84Q (6336.380000 sec): 3 clusters
  Score: Raw -797009.702315 + Penalty 2883.011119 = -794126.691196
  nChanged 10
		SP:Iteration 85Q (6336.400000 sec): 3 clusters
  Score: Raw -797010.903705 + Penalty 2883.011119 = -794127.892586
  nChanged 12
		SP:Iteration 86Q (6336.420000 sec): 3 clusters
  Score: Raw -797013.019562 + Penalty 2883.011119 = -794130.008443
  nChanged 11
		SP:Iteration 87Q (6336.430000 sec): 3 clusters
  Score: Raw -797014.377693 + Penalty 2883.011119 = -794131.366574
  nChanged 11
		SP:Iteration 88Q (6336.450000 sec): 3 clusters
  Score: Raw -797016.577311 + Penalty 2883.011119 = -794133.566192
  nChanged 11
		SP:Iteration 89Q (6336.470000 sec): 3 clusters
  Score: Raw -797018.729101 + Penalty 2883.011119 = -794135.717981
  nChanged 14
		SP:Iteration 90Q (6336.490000 sec): 3 clusters
  Score: Raw -797020.810163 + Penalty 2883.011119 = -794137.799043
  nChanged 7
		SP:Iteration 91Q (6336.500000 sec): 3 clusters
  Score: Raw -797021.515786 + Penalty 2883.011119 = -794138.504666
  nChanged 3
		SP:Iteration 92Q (6336.520000 sec): 3 clusters
  Score: Raw -797021.894493 + Penalty 2883.011119 = -794138.883373
  nChanged 1
		SP:Iteration 93Q (6336.540000 sec): 3 clusters
  Score: Raw -797021.979011 + Penalty 2883.011119 = -794138.967892
  nChanged 3
		SP:Iteration 94Q (6336.560000 sec): 3 clusters
  Score: Raw -797022.562132 + Penalty 2883.011119 = -794139.551013
  nChanged 6
		SP:Iteration 95Q (6336.570000 sec): 3 clusters
  Score: Raw -797023.477248 + Penalty 2883.011119 = -794140.466129
  nChanged 7
		SP:Iteration 96Q (6336.590000 sec): 3 clusters
  Score: Raw -797024.280831 + Penalty 2883.011119 = -794141.269712
  nChanged 5
		SP:Iteration 97Q (6336.610000 sec): 3 clusters
  Score: Raw -797025.259962 + Penalty 2883.011119 = -794142.248843
  nChanged 5
		SP:Iteration 98Q (6336.630000 sec): 3 clusters
  Score: Raw -797026.606933 + Penalty 2883.011119 = -794143.595813
  nChanged 8
		SP:Iteration 99Q (6336.640000 sec): 3 clusters
  Score: Raw -797027.785472 + Penalty 2883.011119 = -794144.774353
  nChanged 10
		SP:Iteration 100F (6336.660000 sec): 3 clusters
  Score: Raw -797029.375034 + Penalty 2883.011119 = -794146.363915
  nChanged 4
		SP:Iteration 101Q (6336.680000 sec): 3 clusters
  Score: Raw -797029.716373 + Penalty 2883.011119 = -794146.705254
  nChanged 1
		SP:Iteration 102Q (6336.690000 sec): 3 clusters
  Score: Raw -797029.780359 + Penalty 2883.011119 = -794146.769240
  nChanged 1
		SP:Iteration 103Q (6336.710000 sec): 3 clusters
  Score: Raw -797029.817412 + Penalty 2883.011119 = -794146.806292
  nChanged 1
		SP:Iteration 104Q (6336.730000 sec): 3 clusters
  Score: Raw -797029.880459 + Penalty 2883.011119 = -794146.869339
  nChanged 2
		SP:Iteration 105Q (6336.750000 sec): 3 clusters
  Score: Raw -797030.322477 + Penalty 2883.011119 = -794147.311357
  nChanged 4
		SP:Iteration 106Q (6336.770000 sec): 3 clusters
  Score: Raw -797030.960856 + Penalty 2883.011119 = -794147.949737
  nChanged 4
		SP:Iteration 107Q (6336.780000 sec): 3 clusters
  Score: Raw -797031.592087 + Penalty 2883.011119 = -794148.580967
  nChanged 4
		SP:Iteration 108Q (6336.800000 sec): 3 clusters
  Score: Raw -797031.952501 + Penalty 2883.011119 = -794148.941382
  nChanged 3
		SP:Iteration 109Q (6336.820000 sec): 3 clusters
  Score: Raw -797032.119716 + Penalty 2883.011119 = -794149.108597
  nChanged 1
		SP:Iteration 110Q (6336.830000 sec): 3 clusters
  Score: Raw -797032.202028 + Penalty 2883.011119 = -794149.190908
  nChanged 2
		SP:Iteration 111Q (6336.850000 sec): 3 clusters
  Score: Raw -797032.394459 + Penalty 2883.011119 = -794149.383340
  nChanged 2
		SP:Iteration 112Q (6336.870000 sec): 3 clusters
  Score: Raw -797032.658096 + Penalty 2883.011119 = -794149.646977
  nChanged 4
		SP:Iteration 113Q (6336.890000 sec): 3 clusters
  Score: Raw -797033.125442 + Penalty 2883.011119 = -794150.114323
  nChanged 2
		SP:Iteration 114Q (6336.910000 sec): 3 clusters
  Score: Raw -797033.372448 + Penalty 2883.011119 = -794150.361329
  nChanged 0
		SP:Iteration 115F (6336.930000 sec): 3 clusters
  Score: Raw -797033.372448 + Penalty 2883.011119 = -794150.361329
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 71 (903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6336.930000 sec): 2 clusters
  Score: Raw -102237.101305 + Penalty 1105.929915 = -101131.171390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6336.930000 sec): 3 clusters
  Score: Raw -101985.012562 + Penalty 2211.859830 = -99773.152732
  nChanged 285
		SP:Iteration 1F (6336.940000 sec): 3 clusters
  Score: Raw -102269.924150 + Penalty 2211.859830 = -100058.064320
  nChanged 65
		SP:Iteration 2F (6336.940000 sec): 3 clusters
  Score: Raw -102333.368065 + Penalty 2211.859830 = -100121.508235
  nChanged 38
		SP:Iteration 3Q (6336.940000 sec): 3 clusters
  Score: Raw -102380.285358 + Penalty 2211.859830 = -100168.425528
  nChanged 33
		SP:Iteration 4Q (6336.950000 sec): 3 clusters
  Score: Raw -102419.528006 + Penalty 2211.859830 = -100207.668177
  nChanged 22
		SP:Iteration 5Q (6336.950000 sec): 3 clusters
  Score: Raw -102443.920161 + Penalty 2211.859830 = -100232.060331
  nChanged 18
		SP:Iteration 6Q (6336.950000 sec): 3 clusters
  Score: Raw -102468.617755 + Penalty 2211.859830 = -100256.757926
  nChanged 24
		SP:Iteration 7Q (6336.950000 sec): 3 clusters
  Score: Raw -102508.556058 + Penalty 2211.859830 = -100296.696228
  nChanged 22
		SP:Iteration 8Q (6336.950000 sec): 3 clusters
  Score: Raw -102538.408730 + Penalty 2211.859830 = -100326.548900
  nChanged 27
		SP:Iteration 9Q (6336.950000 sec): 3 clusters
  Score: Raw -102579.491814 + Penalty 2211.859830 = -100367.631985
  nChanged 25
		SP:Iteration 10Q (6336.960000 sec): 3 clusters
  Score: Raw -102611.052140 + Penalty 2211.859830 = -100399.192311
  nChanged 18
		SP:Iteration 11Q (6336.960000 sec): 3 clusters
  Score: Raw -102636.199711 + Penalty 2211.859830 = -100424.339882
  nChanged 17
		SP:Iteration 12Q (6336.960000 sec): 3 clusters
  Score: Raw -102682.276838 + Penalty 2211.859830 = -100470.417008
  nChanged 18
		SP:Iteration 13Q (6336.960000 sec): 3 clusters
  Score: Raw -102710.517687 + Penalty 2211.859830 = -100498.657857
  nChanged 9
		SP:Iteration 14Q (6336.970000 sec): 3 clusters
  Score: Raw -102720.622310 + Penalty 2211.859830 = -100508.762480
  nChanged 5
		SP:Iteration 15Q (6336.970000 sec): 3 clusters
  Score: Raw -102724.500117 + Penalty 2211.859830 = -100512.640287
  nChanged 4
		SP:Iteration 16Q (6336.970000 sec): 3 clusters
  Score: Raw -102730.667064 + Penalty 2211.859830 = -100518.807234
  nChanged 6
		SP:Iteration 17Q (6336.970000 sec): 3 clusters
  Score: Raw -102737.524967 + Penalty 2211.859830 = -100525.665137
  nChanged 6
		SP:Iteration 18Q (6336.970000 sec): 3 clusters
  Score: Raw -102746.263929 + Penalty 2211.859830 = -100534.404099
  nChanged 6
		SP:Iteration 19Q (6336.970000 sec): 3 clusters
  Score: Raw -102762.635064 + Penalty 2211.859830 = -100550.775234
  nChanged 5
		SP:Iteration 20F (6336.980000 sec): 3 clusters
  Score: Raw -102773.702213 + Penalty 2211.859830 = -100561.842383
  nChanged 7
		SP:Iteration 21Q (6336.980000 sec): 3 clusters
  Score: Raw -102780.850805 + Penalty 2211.859830 = -100568.990975
  nChanged 1
		SP:Iteration 22Q (6336.980000 sec): 3 clusters
  Score: Raw -102784.012496 + Penalty 2211.859830 = -100572.152666
  nChanged 2
		SP:Iteration 23Q (6336.990000 sec): 3 clusters
  Score: Raw -102785.221481 + Penalty 2211.859830 = -100573.361651
  nChanged 0
		SP:Iteration 24F (6336.990000 sec): 3 clusters
  Score: Raw -102785.221481 + Penalty 2211.859830 = -100573.361651
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 72 (3166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.000000 sec): 2 clusters
  Score: Raw -339716.470715 + Penalty 1309.786439 = -338406.684276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.010000 sec): 3 clusters
  Score: Raw -338233.813709 + Penalty 2619.572878 = -335614.240831
  nChanged 1205
		SP:Iteration 1F (6337.010000 sec): 3 clusters
  Score: Raw -339023.687010 + Penalty 2619.572878 = -336404.114132
  nChanged 309
		SP:Iteration 2F (6337.020000 sec): 3 clusters
  Score: Raw -339302.859488 + Penalty 2619.572878 = -336683.286610
  nChanged 228
		SP:Iteration 3F (6337.030000 sec): 3 clusters
  Score: Raw -339483.049977 + Penalty 2619.572878 = -336863.477099
  nChanged 154
		SP:Iteration 4Q (6337.040000 sec): 3 clusters
  Score: Raw -339592.430857 + Penalty 2619.572878 = -336972.857979
  nChanged 112
		SP:Iteration 5Q (6337.050000 sec): 3 clusters
  Score: Raw -339664.775441 + Penalty 2619.572878 = -337045.202563
  nChanged 75
		SP:Iteration 6Q (6337.050000 sec): 3 clusters
  Score: Raw -339710.597275 + Penalty 2619.572878 = -337091.024397
  nChanged 62
		SP:Iteration 7Q (6337.060000 sec): 3 clusters
  Score: Raw -339754.644744 + Penalty 2619.572878 = -337135.071866
  nChanged 69
		SP:Iteration 8Q (6337.070000 sec): 3 clusters
  Score: Raw -339797.286980 + Penalty 2619.572878 = -337177.714102
  nChanged 53
		SP:Iteration 9Q (6337.080000 sec): 3 clusters
  Score: Raw -339838.657997 + Penalty 2619.572878 = -337219.085119
  nChanged 53
		SP:Iteration 10Q (6337.090000 sec): 3 clusters
  Score: Raw -339877.612970 + Penalty 2619.572878 = -337258.040092
  nChanged 56
		SP:Iteration 11Q (6337.090000 sec): 3 clusters
  Score: Raw -339917.896824 + Penalty 2619.572878 = -337298.323946
  nChanged 54
		SP:Iteration 12Q (6337.100000 sec): 3 clusters
  Score: Raw -339946.595706 + Penalty 2619.572878 = -337327.022828
  nChanged 40
		SP:Iteration 13Q (6337.110000 sec): 3 clusters
  Score: Raw -339968.737978 + Penalty 2619.572878 = -337349.165099
  nChanged 33
		SP:Iteration 14Q (6337.110000 sec): 3 clusters
  Score: Raw -339986.651572 + Penalty 2619.572878 = -337367.078694
  nChanged 36
		SP:Iteration 15Q (6337.120000 sec): 3 clusters
  Score: Raw -340005.941161 + Penalty 2619.572878 = -337386.368283
  nChanged 34
		SP:Iteration 16Q (6337.130000 sec): 3 clusters
  Score: Raw -340023.100973 + Penalty 2619.572878 = -337403.528095
  nChanged 37
		SP:Iteration 17Q (6337.140000 sec): 3 clusters
  Score: Raw -340039.604351 + Penalty 2619.572878 = -337420.031473
  nChanged 28
		SP:Iteration 18Q (6337.150000 sec): 3 clusters
  Score: Raw -340052.299776 + Penalty 2619.572878 = -337432.726898
  nChanged 24
		SP:Iteration 19Q (6337.150000 sec): 3 clusters
  Score: Raw -340064.068001 + Penalty 2619.572878 = -337444.495123
  nChanged 25
		SP:Iteration 20F (6337.160000 sec): 3 clusters
  Score: Raw -340073.945172 + Penalty 2619.572878 = -337454.372294
  nChanged 17
		SP:Iteration 21Q (6337.170000 sec): 3 clusters
  Score: Raw -340080.624764 + Penalty 2619.572878 = -337461.051886
  nChanged 22
		SP:Iteration 22Q (6337.170000 sec): 3 clusters
  Score: Raw -340092.313197 + Penalty 2619.572878 = -337472.740319
  nChanged 29
		SP:Iteration 23Q (6337.180000 sec): 3 clusters
  Score: Raw -340107.712959 + Penalty 2619.572878 = -337488.140081
  nChanged 20
		SP:Iteration 24Q (6337.190000 sec): 3 clusters
  Score: Raw -340118.187410 + Penalty 2619.572878 = -337498.614532
  nChanged 22
		SP:Iteration 25Q (6337.200000 sec): 3 clusters
  Score: Raw -340129.534052 + Penalty 2619.572878 = -337509.961174
  nChanged 24
		SP:Iteration 26Q (6337.210000 sec): 3 clusters
  Score: Raw -340140.727181 + Penalty 2619.572878 = -337521.154303
  nChanged 23
		SP:Iteration 27Q (6337.210000 sec): 3 clusters
  Score: Raw -340151.129121 + Penalty 2619.572878 = -337531.556242
  nChanged 20
		SP:Iteration 28Q (6337.220000 sec): 3 clusters
  Score: Raw -340161.419845 + Penalty 2619.572878 = -337541.846967
  nChanged 22
		SP:Iteration 29Q (6337.230000 sec): 3 clusters
  Score: Raw -340172.955462 + Penalty 2619.572878 = -337553.382584
  nChanged 20
		SP:Iteration 30Q (6337.230000 sec): 3 clusters
  Score: Raw -340184.428511 + Penalty 2619.572878 = -337564.855633
  nChanged 22
		SP:Iteration 31Q (6337.240000 sec): 3 clusters
  Score: Raw -340194.019241 + Penalty 2619.572878 = -337574.446363
  nChanged 22
		SP:Iteration 32Q (6337.250000 sec): 3 clusters
  Score: Raw -340206.284778 + Penalty 2619.572878 = -337586.711900
  nChanged 15
		SP:Iteration 33Q (6337.260000 sec): 3 clusters
  Score: Raw -340210.966145 + Penalty 2619.572878 = -337591.393267
  nChanged 8
		SP:Iteration 34Q (6337.260000 sec): 3 clusters
  Score: Raw -340213.646083 + Penalty 2619.572878 = -337594.073205
  nChanged 7
		SP:Iteration 35Q (6337.270000 sec): 3 clusters
  Score: Raw -340216.224504 + Penalty 2619.572878 = -337596.651626
  nChanged 6
		SP:Iteration 36Q (6337.280000 sec): 3 clusters
  Score: Raw -340218.166292 + Penalty 2619.572878 = -337598.593414
  nChanged 3
		SP:Iteration 37Q (6337.290000 sec): 3 clusters
  Score: Raw -340219.064983 + Penalty 2619.572878 = -337599.492105
  nChanged 3
		SP:Iteration 38Q (6337.290000 sec): 3 clusters
  Score: Raw -340220.036844 + Penalty 2619.572878 = -337600.463966
  nChanged 0
		SP:Iteration 39F (6337.300000 sec): 3 clusters
  Score: Raw -340220.036844 + Penalty 2619.572878 = -337600.463966
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 73 (1053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.310000 sec): 2 clusters
  Score: Raw -107144.533480 + Penalty 1130.902258 = -106013.631222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.310000 sec): 3 clusters
  Score: Raw -106805.027353 + Penalty 2261.804516 = -104543.222836
  nChanged 313
		SP:Iteration 1F (6337.310000 sec): 3 clusters
  Score: Raw -107133.887865 + Penalty 2261.804516 = -104872.083349
  nChanged 80
		SP:Iteration 2F (6337.310000 sec): 3 clusters
  Score: Raw -107253.294865 + Penalty 2261.804516 = -104991.490348
  nChanged 55
		SP:Iteration 3F (6337.320000 sec): 3 clusters
  Score: Raw -107327.048479 + Penalty 2261.804516 = -105065.243963
  nChanged 36
		SP:Iteration 4Q (6337.320000 sec): 3 clusters
  Score: Raw -107383.446168 + Penalty 2261.804516 = -105121.641651
  nChanged 28
		SP:Iteration 5Q (6337.320000 sec): 3 clusters
  Score: Raw -107429.842106 + Penalty 2261.804516 = -105168.037590
  nChanged 27
		SP:Iteration 6Q (6337.330000 sec): 3 clusters
  Score: Raw -107473.517595 + Penalty 2261.804516 = -105211.713078
  nChanged 25
		SP:Iteration 7Q (6337.330000 sec): 3 clusters
  Score: Raw -107514.847403 + Penalty 2261.804516 = -105253.042887
  nChanged 26
		SP:Iteration 8Q (6337.330000 sec): 3 clusters
  Score: Raw -107550.046938 + Penalty 2261.804516 = -105288.242421
  nChanged 21
		SP:Iteration 9Q (6337.330000 sec): 3 clusters
  Score: Raw -107601.805913 + Penalty 2261.804516 = -105340.001397
  nChanged 22
		SP:Iteration 10Q (6337.330000 sec): 3 clusters
  Score: Raw -107641.738420 + Penalty 2261.804516 = -105379.933903
  nChanged 25
		SP:Iteration 11Q (6337.340000 sec): 3 clusters
  Score: Raw -107721.350765 + Penalty 2261.804516 = -105459.546249
  nChanged 29
		SP:Iteration 12Q (6337.340000 sec): 3 clusters
  Score: Raw -107812.520528 + Penalty 2261.804516 = -105550.716012
  nChanged 28
		SP:Iteration 13Q (6337.340000 sec): 3 clusters
  Score: Raw -107866.301041 + Penalty 2261.804516 = -105604.496525
  nChanged 19
		SP:Iteration 14Q (6337.350000 sec): 3 clusters
  Score: Raw -107892.029972 + Penalty 2261.804516 = -105630.225456
  nChanged 14
		SP:Iteration 15Q (6337.350000 sec): 3 clusters
  Score: Raw -107906.417564 + Penalty 2261.804516 = -105644.613047
  nChanged 11
		SP:Iteration 16Q (6337.350000 sec): 3 clusters
  Score: Raw -107918.943827 + Penalty 2261.804516 = -105657.139310
  nChanged 5
		SP:Iteration 17Q (6337.350000 sec): 3 clusters
  Score: Raw -107925.026357 + Penalty 2261.804516 = -105663.221841
  nChanged 3
		SP:Iteration 18Q (6337.350000 sec): 3 clusters
  Score: Raw -107927.693826 + Penalty 2261.804516 = -105665.889309
  nChanged 2
		SP:Iteration 19Q (6337.350000 sec): 3 clusters
  Score: Raw -107930.522745 + Penalty 2261.804516 = -105668.718229
  nChanged 2
		SP:Iteration 20F (6337.360000 sec): 3 clusters
  Score: Raw -107933.672456 + Penalty 2261.804516 = -105671.867940
  nChanged 3
		SP:Iteration 21Q (6337.360000 sec): 3 clusters
  Score: Raw -107935.775274 + Penalty 2261.804516 = -105673.970758
  nChanged 2
		SP:Iteration 22Q (6337.360000 sec): 3 clusters
  Score: Raw -107936.689742 + Penalty 2261.804516 = -105674.885226
  nChanged 1
		SP:Iteration 23Q (6337.370000 sec): 3 clusters
  Score: Raw -107936.991973 + Penalty 2261.804516 = -105675.187457
  nChanged 0
		SP:Iteration 24F (6337.370000 sec): 3 clusters
  Score: Raw -107936.991973 + Penalty 2261.804516 = -105675.187457
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 74 (1045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.370000 sec): 2 clusters
  Score: Raw -106440.364194 + Penalty 1129.662977 = -105310.701217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.380000 sec): 3 clusters
  Score: Raw -106116.581574 + Penalty 2259.325953 = -103857.255621
  nChanged 301
		SP:Iteration 1F (6337.380000 sec): 3 clusters
  Score: Raw -106356.843735 + Penalty 2259.325953 = -104097.517782
  nChanged 81
		SP:Iteration 2F (6337.380000 sec): 3 clusters
  Score: Raw -106452.701206 + Penalty 2259.325953 = -104193.375252
  nChanged 50
		SP:Iteration 3Q (6337.390000 sec): 3 clusters
  Score: Raw -106499.951843 + Penalty 2259.325953 = -104240.625889
  nChanged 25
		SP:Iteration 4Q (6337.390000 sec): 3 clusters
  Score: Raw -106527.959021 + Penalty 2259.325953 = -104268.633067
  nChanged 19
		SP:Iteration 5Q (6337.390000 sec): 3 clusters
  Score: Raw -106549.054529 + Penalty 2259.325953 = -104289.728575
  nChanged 15
		SP:Iteration 6Q (6337.390000 sec): 3 clusters
  Score: Raw -106567.472509 + Penalty 2259.325953 = -104308.146556
  nChanged 17
		SP:Iteration 7Q (6337.390000 sec): 3 clusters
  Score: Raw -106589.343997 + Penalty 2259.325953 = -104330.018044
  nChanged 17
		SP:Iteration 8Q (6337.400000 sec): 3 clusters
  Score: Raw -106614.168116 + Penalty 2259.325953 = -104354.842163
  nChanged 10
		SP:Iteration 9Q (6337.400000 sec): 3 clusters
  Score: Raw -106626.018778 + Penalty 2259.325953 = -104366.692825
  nChanged 3
		SP:Iteration 10Q (6337.400000 sec): 3 clusters
  Score: Raw -106629.496028 + Penalty 2259.325953 = -104370.170075
  nChanged 8
		SP:Iteration 11Q (6337.410000 sec): 3 clusters
  Score: Raw -106637.338786 + Penalty 2259.325953 = -104378.012833
  nChanged 11
		SP:Iteration 12Q (6337.410000 sec): 3 clusters
  Score: Raw -106647.714194 + Penalty 2259.325953 = -104388.388240
  nChanged 11
		SP:Iteration 13Q (6337.410000 sec): 3 clusters
  Score: Raw -106657.659715 + Penalty 2259.325953 = -104398.333761
  nChanged 13
		SP:Iteration 14Q (6337.410000 sec): 3 clusters
  Score: Raw -106677.584355 + Penalty 2259.325953 = -104418.258401
  nChanged 17
		SP:Iteration 15Q (6337.410000 sec): 3 clusters
  Score: Raw -106696.852214 + Penalty 2259.325953 = -104437.526261
  nChanged 6
		SP:Iteration 16Q (6337.420000 sec): 3 clusters
  Score: Raw -106702.880455 + Penalty 2259.325953 = -104443.554502
  nChanged 6
		SP:Iteration 17Q (6337.420000 sec): 3 clusters
  Score: Raw -106710.966011 + Penalty 2259.325953 = -104451.640057
  nChanged 5
		SP:Iteration 18Q (6337.420000 sec): 3 clusters
  Score: Raw -106716.695139 + Penalty 2259.325953 = -104457.369186
  nChanged 6
		SP:Iteration 19Q (6337.430000 sec): 3 clusters
  Score: Raw -106724.948484 + Penalty 2259.325953 = -104465.622531
  nChanged 10
		SP:Iteration 20F (6337.430000 sec): 3 clusters
  Score: Raw -106740.735856 + Penalty 2259.325953 = -104481.409903
  nChanged 18
		SP:Iteration 21Q (6337.430000 sec): 3 clusters
  Score: Raw -106765.598906 + Penalty 2259.325953 = -104506.272952
  nChanged 20
		SP:Iteration 22Q (6337.430000 sec): 3 clusters
  Score: Raw -106813.856680 + Penalty 2259.325953 = -104554.530727
  nChanged 21
		SP:Iteration 23Q (6337.430000 sec): 3 clusters
  Score: Raw -106848.698566 + Penalty 2259.325953 = -104589.372612
  nChanged 20
		SP:Iteration 24Q (6337.440000 sec): 3 clusters
  Score: Raw -106879.033308 + Penalty 2259.325953 = -104619.707354
  nChanged 23
		SP:Iteration 25Q (6337.440000 sec): 3 clusters
  Score: Raw -106913.908525 + Penalty 2259.325953 = -104654.582571
  nChanged 18
		SP:Iteration 26Q (6337.440000 sec): 3 clusters
  Score: Raw -106940.725286 + Penalty 2259.325953 = -104681.399332
  nChanged 18
		SP:Iteration 27Q (6337.440000 sec): 3 clusters
  Score: Raw -106967.535889 + Penalty 2259.325953 = -104708.209936
  nChanged 9
		SP:Iteration 28Q (6337.450000 sec): 3 clusters
  Score: Raw -106974.385806 + Penalty 2259.325953 = -104715.059852
  nChanged 6
		SP:Iteration 29Q (6337.450000 sec): 3 clusters
  Score: Raw -106980.066806 + Penalty 2259.325953 = -104720.740853
  nChanged 1
		SP:Iteration 30Q (6337.450000 sec): 3 clusters
  Score: Raw -106980.511448 + Penalty 2259.325953 = -104721.185494
  nChanged 0
		SP:Iteration 31F (6337.450000 sec): 3 clusters
  Score: Raw -106980.511448 + Penalty 2259.325953 = -104721.185494
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 75 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.460000 sec): 2 clusters
  Score: Raw -63170.708022 + Penalty 1033.430754 = -62137.277268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.460000 sec): 3 clusters
  Score: Raw -63128.075476 + Penalty 2066.861507 = -61061.213969
  nChanged 152
		SP:Iteration 1F (6337.460000 sec): 3 clusters
  Score: Raw -63385.089599 + Penalty 2066.861507 = -61318.228092
  nChanged 36
		SP:Iteration 2F (6337.460000 sec): 3 clusters
  Score: Raw -63466.951777 + Penalty 2066.861507 = -61400.090270
  nChanged 24
		SP:Iteration 3Q (6337.470000 sec): 3 clusters
  Score: Raw -63502.905318 + Penalty 2066.861507 = -61436.043811
  nChanged 7
		SP:Iteration 4Q (6337.470000 sec): 3 clusters
  Score: Raw -63529.797795 + Penalty 2066.861507 = -61462.936288
  nChanged 7
		SP:Iteration 5Q (6337.470000 sec): 3 clusters
  Score: Raw -63546.060784 + Penalty 2066.861507 = -61479.199277
  nChanged 6
		SP:Iteration 6Q (6337.470000 sec): 3 clusters
  Score: Raw -63555.752722 + Penalty 2066.861507 = -61488.891215
  nChanged 2
		SP:Iteration 7Q (6337.470000 sec): 3 clusters
  Score: Raw -63558.166972 + Penalty 2066.861507 = -61491.305465
  nChanged 2
		SP:Iteration 8Q (6337.470000 sec): 3 clusters
  Score: Raw -63560.765335 + Penalty 2066.861507 = -61493.903828
  nChanged 1
		SP:Iteration 9Q (6337.470000 sec): 3 clusters
  Score: Raw -63561.958692 + Penalty 2066.861507 = -61495.097185
  nChanged 2
		SP:Iteration 10Q (6337.470000 sec): 3 clusters
  Score: Raw -63564.777547 + Penalty 2066.861507 = -61497.916040
  nChanged 4
		SP:Iteration 11Q (6337.470000 sec): 3 clusters
  Score: Raw -63571.691140 + Penalty 2066.861507 = -61504.829633
  nChanged 4
		SP:Iteration 12Q (6337.480000 sec): 3 clusters
  Score: Raw -63581.058277 + Penalty 2066.861507 = -61514.196770
  nChanged 6
		SP:Iteration 13Q (6337.480000 sec): 3 clusters
  Score: Raw -63592.913609 + Penalty 2066.861507 = -61526.052101
  nChanged 3
		SP:Iteration 14Q (6337.480000 sec): 3 clusters
  Score: Raw -63598.828664 + Penalty 2066.861507 = -61531.967157
  nChanged 5
		SP:Iteration 15Q (6337.480000 sec): 3 clusters
  Score: Raw -63608.563800 + Penalty 2066.861507 = -61541.702292
  nChanged 5
		SP:Iteration 16Q (6337.480000 sec): 3 clusters
  Score: Raw -63617.325960 + Penalty 2066.861507 = -61550.464453
  nChanged 3
		SP:Iteration 17Q (6337.480000 sec): 3 clusters
  Score: Raw -63621.060693 + Penalty 2066.861507 = -61554.199185
  nChanged 3
		SP:Iteration 18Q (6337.480000 sec): 3 clusters
  Score: Raw -63625.348650 + Penalty 2066.861507 = -61558.487142
  nChanged 1
		SP:Iteration 19Q (6337.490000 sec): 3 clusters
  Score: Raw -63626.054271 + Penalty 2066.861507 = -61559.192764
  nChanged 3
		SP:Iteration 20F (6337.490000 sec): 3 clusters
  Score: Raw -63634.623658 + Penalty 2066.861507 = -61567.762151
  nChanged 5
		SP:Iteration 21Q (6337.490000 sec): 3 clusters
  Score: Raw -63651.184874 + Penalty 2066.861507 = -61584.323367
  nChanged 6
		SP:Iteration 22Q (6337.490000 sec): 3 clusters
  Score: Raw -63659.409553 + Penalty 2066.861507 = -61592.548046
  nChanged 4
		SP:Iteration 23Q (6337.490000 sec): 3 clusters
  Score: Raw -63664.442508 + Penalty 2066.861507 = -61597.581000
  nChanged 2
		SP:Iteration 24Q (6337.490000 sec): 3 clusters
  Score: Raw -63665.695738 + Penalty 2066.861507 = -61598.834231
  nChanged 0
		SP:Iteration 25F (6337.490000 sec): 3 clusters
  Score: Raw -63665.695738 + Penalty 2066.861507 = -61598.834231
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 76 (649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.500000 sec): 2 clusters
  Score: Raw -72011.688660 + Penalty 1052.257816 = -70959.430843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.500000 sec): 3 clusters
  Score: Raw -71884.658686 + Penalty 2104.515633 = -69780.143053
  nChanged 179
		SP:Iteration 1F (6337.500000 sec): 3 clusters
  Score: Raw -72092.784908 + Penalty 2104.515633 = -69988.269275
  nChanged 51
		SP:Iteration 2F (6337.500000 sec): 3 clusters
  Score: Raw -72191.556698 + Penalty 2104.515633 = -70087.041065
  nChanged 25
		SP:Iteration 3Q (6337.510000 sec): 3 clusters
  Score: Raw -72231.852697 + Penalty 2104.515633 = -70127.337064
  nChanged 14
		SP:Iteration 4Q (6337.510000 sec): 3 clusters
  Score: Raw -72254.112082 + Penalty 2104.515633 = -70149.596449
  nChanged 14
		SP:Iteration 5Q (6337.510000 sec): 3 clusters
  Score: Raw -72284.752917 + Penalty 2104.515633 = -70180.237284
  nChanged 9
		SP:Iteration 6Q (6337.510000 sec): 3 clusters
  Score: Raw -72312.965003 + Penalty 2104.515633 = -70208.449370
  nChanged 9
		SP:Iteration 7Q (6337.510000 sec): 3 clusters
  Score: Raw -72330.088423 + Penalty 2104.515633 = -70225.572790
  nChanged 3
		SP:Iteration 8Q (6337.510000 sec): 3 clusters
  Score: Raw -72333.553897 + Penalty 2104.515633 = -70229.038264
  nChanged 1
		SP:Iteration 9Q (6337.510000 sec): 3 clusters
  Score: Raw -72334.724351 + Penalty 2104.515633 = -70230.208718
  nChanged 0
		SP:Iteration 10F (6337.520000 sec): 3 clusters
  Score: Raw -72334.724351 + Penalty 2104.515633 = -70230.208718
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 77 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.530000 sec): 2 clusters
  Score: Raw -274295.390241 + Penalty 1279.088071 = -273016.302170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.530000 sec): 3 clusters
  Score: Raw -273110.237320 + Penalty 2558.176141 = -270552.061179
  nChanged 937
		SP:Iteration 1F (6337.540000 sec): 3 clusters
  Score: Raw -273751.236776 + Penalty 2558.176141 = -271193.060635
  nChanged 231
		SP:Iteration 2F (6337.550000 sec): 3 clusters
  Score: Raw -273918.000300 + Penalty 2558.176141 = -271359.824159
  nChanged 144
		SP:Iteration 3F (6337.550000 sec): 3 clusters
  Score: Raw -274031.923656 + Penalty 2558.176141 = -271473.747515
  nChanged 130
		SP:Iteration 4Q (6337.560000 sec): 3 clusters
  Score: Raw -274133.777808 + Penalty 2558.176141 = -271575.601667
  nChanged 100
		SP:Iteration 5Q (6337.570000 sec): 3 clusters
  Score: Raw -274207.109914 + Penalty 2558.176141 = -271648.933772
  nChanged 89
		SP:Iteration 6Q (6337.570000 sec): 3 clusters
  Score: Raw -274263.141821 + Penalty 2558.176141 = -271704.965680
  nChanged 65
		SP:Iteration 7Q (6337.580000 sec): 3 clusters
  Score: Raw -274302.570753 + Penalty 2558.176141 = -271744.394612
  nChanged 60
		SP:Iteration 8Q (6337.590000 sec): 3 clusters
  Score: Raw -274354.438777 + Penalty 2558.176141 = -271796.262636
  nChanged 76
		SP:Iteration 9Q (6337.590000 sec): 3 clusters
  Score: Raw -274445.969044 + Penalty 2558.176141 = -271887.792903
  nChanged 79
		SP:Iteration 10Q (6337.600000 sec): 3 clusters
  Score: Raw -274524.382950 + Penalty 2558.176141 = -271966.206809
  nChanged 78
		SP:Iteration 11Q (6337.610000 sec): 3 clusters
  Score: Raw -274597.393322 + Penalty 2558.176141 = -272039.217180
  nChanged 77
		SP:Iteration 12Q (6337.610000 sec): 3 clusters
  Score: Raw -274652.321529 + Penalty 2558.176141 = -272094.145388
  nChanged 63
		SP:Iteration 13Q (6337.620000 sec): 3 clusters
  Score: Raw -274688.736151 + Penalty 2558.176141 = -272130.560010
  nChanged 42
		SP:Iteration 14Q (6337.620000 sec): 3 clusters
  Score: Raw -274713.664428 + Penalty 2558.176141 = -272155.488287
  nChanged 33
		SP:Iteration 15Q (6337.630000 sec): 3 clusters
  Score: Raw -274732.784803 + Penalty 2558.176141 = -272174.608662
  nChanged 26
		SP:Iteration 16Q (6337.630000 sec): 3 clusters
  Score: Raw -274748.389805 + Penalty 2558.176141 = -272190.213664
  nChanged 31
		SP:Iteration 17Q (6337.640000 sec): 3 clusters
  Score: Raw -274779.072855 + Penalty 2558.176141 = -272220.896714
  nChanged 35
		SP:Iteration 18Q (6337.650000 sec): 3 clusters
  Score: Raw -274804.382781 + Penalty 2558.176141 = -272246.206639
  nChanged 26
		SP:Iteration 19Q (6337.650000 sec): 3 clusters
  Score: Raw -274822.728459 + Penalty 2558.176141 = -272264.552318
  nChanged 31
		SP:Iteration 20F (6337.660000 sec): 3 clusters
  Score: Raw -274850.269029 + Penalty 2558.176141 = -272292.092888
  nChanged 37
		SP:Iteration 21Q (6337.670000 sec): 3 clusters
  Score: Raw -274876.436296 + Penalty 2558.176141 = -272318.260155
  nChanged 30
		SP:Iteration 22Q (6337.670000 sec): 3 clusters
  Score: Raw -274901.330612 + Penalty 2558.176141 = -272343.154470
  nChanged 31
		SP:Iteration 23Q (6337.680000 sec): 3 clusters
  Score: Raw -274927.936958 + Penalty 2558.176141 = -272369.760817
  nChanged 31
		SP:Iteration 24Q (6337.690000 sec): 3 clusters
  Score: Raw -274950.018005 + Penalty 2558.176141 = -272391.841864
  nChanged 17
		SP:Iteration 25Q (6337.690000 sec): 3 clusters
  Score: Raw -274960.653743 + Penalty 2558.176141 = -272402.477602
  nChanged 23
		SP:Iteration 26Q (6337.700000 sec): 3 clusters
  Score: Raw -274977.684255 + Penalty 2558.176141 = -272419.508114
  nChanged 25
		SP:Iteration 27Q (6337.700000 sec): 3 clusters
  Score: Raw -274993.915970 + Penalty 2558.176141 = -272435.739829
  nChanged 14
		SP:Iteration 28Q (6337.710000 sec): 3 clusters
  Score: Raw -275001.621352 + Penalty 2558.176141 = -272443.445211
  nChanged 9
		SP:Iteration 29Q (6337.710000 sec): 3 clusters
  Score: Raw -275006.654428 + Penalty 2558.176141 = -272448.478287
  nChanged 10
		SP:Iteration 30Q (6337.720000 sec): 3 clusters
  Score: Raw -275012.799796 + Penalty 2558.176141 = -272454.623654
  nChanged 13
		SP:Iteration 31Q (6337.730000 sec): 3 clusters
  Score: Raw -275021.305046 + Penalty 2558.176141 = -272463.128904
  nChanged 15
		SP:Iteration 32Q (6337.730000 sec): 3 clusters
  Score: Raw -275035.577564 + Penalty 2558.176141 = -272477.401423
  nChanged 21
		SP:Iteration 33Q (6337.740000 sec): 3 clusters
  Score: Raw -275055.727117 + Penalty 2558.176141 = -272497.550976
  nChanged 25
		SP:Iteration 34Q (6337.740000 sec): 3 clusters
  Score: Raw -275077.101689 + Penalty 2558.176141 = -272518.925548
  nChanged 25
		SP:Iteration 35Q (6337.750000 sec): 3 clusters
  Score: Raw -275098.312299 + Penalty 2558.176141 = -272540.136158
  nChanged 21
		SP:Iteration 36Q (6337.750000 sec): 3 clusters
  Score: Raw -275114.611120 + Penalty 2558.176141 = -272556.434979
  nChanged 21
		SP:Iteration 37Q (6337.760000 sec): 3 clusters
  Score: Raw -275124.447457 + Penalty 2558.176141 = -272566.271315
  nChanged 6
		SP:Iteration 38Q (6337.770000 sec): 3 clusters
  Score: Raw -275127.678963 + Penalty 2558.176141 = -272569.502822
  nChanged 4
		SP:Iteration 39Q (6337.770000 sec): 3 clusters
  Score: Raw -275129.338358 + Penalty 2558.176141 = -272571.162217
  nChanged 0
		SP:Iteration 40F (6337.780000 sec): 3 clusters
  Score: Raw -275129.338358 + Penalty 2558.176141 = -272571.162217
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 78 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.780000 sec): 2 clusters
  Score: Raw -14191.135294 + Penalty 793.455312 = -13397.679982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.780000 sec): 3 clusters
  Score: Raw -14429.197372 + Penalty 1586.910625 = -12842.286748
  nChanged 13
		SP:Iteration 1F (6337.780000 sec): 3 clusters
  Score: Raw -14472.441500 + Penalty 1586.910625 = -12885.530875
  nChanged 4
		SP:Iteration 2Q (6337.780000 sec): 3 clusters
  Score: Raw -14492.739371 + Penalty 1586.910625 = -12905.828746
  nChanged 0
		SP:Iteration 3F (6337.790000 sec): 3 clusters
  Score: Raw -14492.739371 + Penalty 1586.910625 = -12905.828746
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 79 (7696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6337.810000 sec): 2 clusters
  Score: Raw -818710.813712 + Penalty 1454.124099 = -817256.689613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6337.830000 sec): 3 clusters
  Score: Raw -814455.492354 + Penalty 2908.248198 = -811547.244156
  nChanged 3287
		SP:Iteration 1F (6337.850000 sec): 3 clusters
  Score: Raw -816449.976384 + Penalty 2908.248198 = -813541.728187
  nChanged 553
		SP:Iteration 2F (6337.870000 sec): 3 clusters
  Score: Raw -816743.765558 + Penalty 2908.248198 = -813835.517361
  nChanged 423
		SP:Iteration 3F (6337.890000 sec): 3 clusters
  Score: Raw -816972.322160 + Penalty 2908.248198 = -814064.073962
  nChanged 387
		SP:Iteration 4F (6337.910000 sec): 3 clusters
  Score: Raw -817236.500274 + Penalty 2908.248198 = -814328.252077
  nChanged 387
		SP:Iteration 5F (6337.930000 sec): 3 clusters
  Score: Raw -817564.737816 + Penalty 2908.248198 = -814656.489618
  nChanged 394
		SP:Iteration 6F (6337.950000 sec): 3 clusters
  Score: Raw -817835.114004 + Penalty 2908.248198 = -814926.865806
  nChanged 338
		SP:Iteration 7Q (6337.970000 sec): 3 clusters
  Score: Raw -818034.454112 + Penalty 2908.248198 = -815126.205915
  nChanged 312
		SP:Iteration 8Q (6337.990000 sec): 3 clusters
  Score: Raw -818180.817373 + Penalty 2908.248198 = -815272.569175
  nChanged 300
		SP:Iteration 9Q (6338.010000 sec): 3 clusters
  Score: Raw -818314.687453 + Penalty 2908.248198 = -815406.439256
  nChanged 241
		SP:Iteration 10Q (6338.030000 sec): 3 clusters
  Score: Raw -818415.157737 + Penalty 2908.248198 = -815506.909540
  nChanged 200
		SP:Iteration 11Q (6338.040000 sec): 3 clusters
  Score: Raw -818490.717685 + Penalty 2908.248198 = -815582.469487
  nChanged 184
		SP:Iteration 12Q (6338.060000 sec): 3 clusters
  Score: Raw -818554.397229 + Penalty 2908.248198 = -815646.149032
  nChanged 155
		SP:Iteration 13Q (6338.080000 sec): 3 clusters
  Score: Raw -818606.674409 + Penalty 2908.248198 = -815698.426211
  nChanged 141
		SP:Iteration 14Q (6338.100000 sec): 3 clusters
  Score: Raw -818660.161622 + Penalty 2908.248198 = -815751.913425
  nChanged 120
		SP:Iteration 15Q (6338.110000 sec): 3 clusters
  Score: Raw -818706.221451 + Penalty 2908.248198 = -815797.973254
  nChanged 133
		SP:Iteration 16Q (6338.130000 sec): 3 clusters
  Score: Raw -818758.602344 + Penalty 2908.248198 = -815850.354147
  nChanged 132
		SP:Iteration 17Q (6338.150000 sec): 3 clusters
  Score: Raw -818808.342762 + Penalty 2908.248198 = -815900.094564
  nChanged 135
		SP:Iteration 18Q (6338.170000 sec): 3 clusters
  Score: Raw -818875.757585 + Penalty 2908.248198 = -815967.509387
  nChanged 131
		SP:Iteration 19Q (6338.190000 sec): 3 clusters
  Score: Raw -818943.930686 + Penalty 2908.248198 = -816035.682488
  nChanged 147
		SP:Iteration 20F (6338.210000 sec): 3 clusters
  Score: Raw -819029.005940 + Penalty 2908.248198 = -816120.757742
  nChanged 163
		SP:Iteration 21Q (6338.230000 sec): 3 clusters
  Score: Raw -819126.729901 + Penalty 2908.248198 = -816218.481703
  nChanged 145
		SP:Iteration 22Q (6338.250000 sec): 3 clusters
  Score: Raw -819211.369940 + Penalty 2908.248198 = -816303.121742
  nChanged 114
		SP:Iteration 23Q (6338.260000 sec): 3 clusters
  Score: Raw -819275.404739 + Penalty 2908.248198 = -816367.156541
  nChanged 112
		SP:Iteration 24Q (6338.280000 sec): 3 clusters
  Score: Raw -819323.687715 + Penalty 2908.248198 = -816415.439517
  nChanged 93
		SP:Iteration 25Q (6338.300000 sec): 3 clusters
  Score: Raw -819359.065043 + Penalty 2908.248198 = -816450.816846
  nChanged 90
		SP:Iteration 26Q (6338.320000 sec): 3 clusters
  Score: Raw -819391.258379 + Penalty 2908.248198 = -816483.010181
  nChanged 68
		SP:Iteration 27Q (6338.330000 sec): 3 clusters
  Score: Raw -819414.889560 + Penalty 2908.248198 = -816506.641362
  nChanged 56
		SP:Iteration 28Q (6338.350000 sec): 3 clusters
  Score: Raw -819436.197223 + Penalty 2908.248198 = -816527.949025
  nChanged 54
		SP:Iteration 29Q (6338.370000 sec): 3 clusters
  Score: Raw -819455.382529 + Penalty 2908.248198 = -816547.134332
  nChanged 36
		SP:Iteration 30Q (6338.390000 sec): 3 clusters
  Score: Raw -819466.454718 + Penalty 2908.248198 = -816558.206521
  nChanged 29
		SP:Iteration 31Q (6338.410000 sec): 3 clusters
  Score: Raw -819478.640231 + Penalty 2908.248198 = -816570.392033
  nChanged 39
		SP:Iteration 32Q (6338.420000 sec): 3 clusters
  Score: Raw -819492.213252 + Penalty 2908.248198 = -816583.965054
  nChanged 33
		SP:Iteration 33Q (6338.440000 sec): 3 clusters
  Score: Raw -819503.112322 + Penalty 2908.248198 = -816594.864124
  nChanged 29
		SP:Iteration 34Q (6338.450000 sec): 3 clusters
  Score: Raw -819512.489235 + Penalty 2908.248198 = -816604.241037
  nChanged 29
		SP:Iteration 35Q (6338.470000 sec): 3 clusters
  Score: Raw -819523.179832 + Penalty 2908.248198 = -816614.931635
  nChanged 34
		SP:Iteration 36Q (6338.490000 sec): 3 clusters
  Score: Raw -819533.070326 + Penalty 2908.248198 = -816624.822129
  nChanged 34
		SP:Iteration 37Q (6338.510000 sec): 3 clusters
  Score: Raw -819542.655431 + Penalty 2908.248198 = -816634.407234
  nChanged 36
		SP:Iteration 38Q (6338.520000 sec): 3 clusters
  Score: Raw -819556.061082 + Penalty 2908.248198 = -816647.812885
  nChanged 36
		SP:Iteration 39Q (6338.540000 sec): 3 clusters
  Score: Raw -819571.452513 + Penalty 2908.248198 = -816663.204316
  nChanged 43
		SP:Iteration 40F (6338.560000 sec): 3 clusters
  Score: Raw -819589.817294 + Penalty 2908.248198 = -816681.569097
  nChanged 30
		SP:Iteration 41Q (6338.570000 sec): 3 clusters
  Score: Raw -819599.746646 + Penalty 2908.248198 = -816691.498448
  nChanged 25
		SP:Iteration 42Q (6338.590000 sec): 3 clusters
  Score: Raw -819606.170239 + Penalty 2908.248198 = -816697.922041
  nChanged 23
		SP:Iteration 43Q (6338.610000 sec): 3 clusters
  Score: Raw -819614.216623 + Penalty 2908.248198 = -816705.968425
  nChanged 23
		SP:Iteration 44Q (6338.630000 sec): 3 clusters
  Score: Raw -819621.861241 + Penalty 2908.248198 = -816713.613043
  nChanged 34
		SP:Iteration 45Q (6338.640000 sec): 3 clusters
  Score: Raw -819633.963803 + Penalty 2908.248198 = -816725.715605
  nChanged 33
		SP:Iteration 46Q (6338.660000 sec): 3 clusters
  Score: Raw -819645.097267 + Penalty 2908.248198 = -816736.849070
  nChanged 26
		SP:Iteration 47Q (6338.670000 sec): 3 clusters
  Score: Raw -819654.820803 + Penalty 2908.248198 = -816746.572606
  nChanged 35
		SP:Iteration 48Q (6338.690000 sec): 3 clusters
  Score: Raw -819668.355911 + Penalty 2908.248198 = -816760.107713
  nChanged 22
		SP:Iteration 49Q (6338.710000 sec): 3 clusters
  Score: Raw -819674.775859 + Penalty 2908.248198 = -816766.527662
  nChanged 19
		SP:Iteration 50Q (6338.720000 sec): 3 clusters
  Score: Raw -819679.790036 + Penalty 2908.248198 = -816771.541838
  nChanged 15
		SP:Iteration 51Q (6338.740000 sec): 3 clusters
  Score: Raw -819683.665652 + Penalty 2908.248198 = -816775.417455
  nChanged 12
		SP:Iteration 52Q (6338.750000 sec): 3 clusters
  Score: Raw -819687.536283 + Penalty 2908.248198 = -816779.288086
  nChanged 12
		SP:Iteration 53Q (6338.770000 sec): 3 clusters
  Score: Raw -819691.764402 + Penalty 2908.248198 = -816783.516205
  nChanged 10
		SP:Iteration 54Q (6338.790000 sec): 3 clusters
  Score: Raw -819694.221251 + Penalty 2908.248198 = -816785.973054
  nChanged 9
		SP:Iteration 55Q (6338.800000 sec): 3 clusters
  Score: Raw -819697.427997 + Penalty 2908.248198 = -816789.179800
  nChanged 6
		SP:Iteration 56Q (6338.820000 sec): 3 clusters
  Score: Raw -819699.407589 + Penalty 2908.248198 = -816791.159392
  nChanged 9
		SP:Iteration 57Q (6338.830000 sec): 3 clusters
  Score: Raw -819702.282056 + Penalty 2908.248198 = -816794.033858
  nChanged 8
		SP:Iteration 58Q (6338.850000 sec): 3 clusters
  Score: Raw -819705.402478 + Penalty 2908.248198 = -816797.154280
  nChanged 8
		SP:Iteration 59Q (6338.870000 sec): 3 clusters
  Score: Raw -819708.471385 + Penalty 2908.248198 = -816800.223188
  nChanged 9
		SP:Iteration 60F (6338.880000 sec): 3 clusters
  Score: Raw -819711.351291 + Penalty 2908.248198 = -816803.103093
  nChanged 6
		SP:Iteration 61Q (6338.900000 sec): 3 clusters
  Score: Raw -819714.009961 + Penalty 2908.248198 = -816805.761763
  nChanged 10
		SP:Iteration 62Q (6338.910000 sec): 3 clusters
  Score: Raw -819717.718293 + Penalty 2908.248198 = -816809.470096
  nChanged 9
		SP:Iteration 63Q (6338.930000 sec): 3 clusters
  Score: Raw -819720.998704 + Penalty 2908.248198 = -816812.750507
  nChanged 12
		SP:Iteration 64Q (6338.950000 sec): 3 clusters
  Score: Raw -819724.441822 + Penalty 2908.248198 = -816816.193624
  nChanged 9
		SP:Iteration 65Q (6338.960000 sec): 3 clusters
  Score: Raw -819726.527803 + Penalty 2908.248198 = -816818.279605
  nChanged 4
		SP:Iteration 66Q (6338.980000 sec): 3 clusters
  Score: Raw -819727.308219 + Penalty 2908.248198 = -816819.060022
  nChanged 5
		SP:Iteration 67Q (6338.990000 sec): 3 clusters
  Score: Raw -819728.910240 + Penalty 2908.248198 = -816820.662042
  nChanged 4
		SP:Iteration 68Q (6339.010000 sec): 3 clusters
  Score: Raw -819729.843098 + Penalty 2908.248198 = -816821.594901
  nChanged 4
		SP:Iteration 69Q (6339.030000 sec): 3 clusters
  Score: Raw -819730.709924 + Penalty 2908.248198 = -816822.461726
  nChanged 3
		SP:Iteration 70Q (6339.040000 sec): 3 clusters
  Score: Raw -819731.133504 + Penalty 2908.248198 = -816822.885307
  nChanged 3
		SP:Iteration 71Q (6339.050000 sec): 3 clusters
  Score: Raw -819732.964576 + Penalty 2908.248198 = -816824.716379
  nChanged 14
		SP:Iteration 72Q (6339.070000 sec): 3 clusters
  Score: Raw -819738.644448 + Penalty 2908.248198 = -816830.396251
  nChanged 12
		SP:Iteration 73Q (6339.090000 sec): 3 clusters
  Score: Raw -819743.857656 + Penalty 2908.248198 = -816835.609458
  nChanged 6
		SP:Iteration 74Q (6339.100000 sec): 3 clusters
  Score: Raw -819746.132000 + Penalty 2908.248198 = -816837.883803
  nChanged 5
		SP:Iteration 75Q (6339.120000 sec): 3 clusters
  Score: Raw -819747.311437 + Penalty 2908.248198 = -816839.063240
  nChanged 5
		SP:Iteration 76Q (6339.130000 sec): 3 clusters
  Score: Raw -819748.546243 + Penalty 2908.248198 = -816840.298046
  nChanged 4
		SP:Iteration 77Q (6339.150000 sec): 3 clusters
  Score: Raw -819749.606165 + Penalty 2908.248198 = -816841.357967
  nChanged 2
		SP:Iteration 78Q (6339.160000 sec): 3 clusters
  Score: Raw -819750.105460 + Penalty 2908.248198 = -816841.857263
  nChanged 1
		SP:Iteration 79Q (6339.180000 sec): 3 clusters
  Score: Raw -819750.350712 + Penalty 2908.248198 = -816842.102515
  nChanged 1
		SP:Iteration 80F (6339.200000 sec): 3 clusters
  Score: Raw -819751.013016 + Penalty 2908.248198 = -816842.764818
  nChanged 2
		SP:Iteration 81Q (6339.210000 sec): 3 clusters
  Score: Raw -819752.049877 + Penalty 2908.248198 = -816843.801679
  nChanged 2
		SP:Iteration 82Q (6339.230000 sec): 3 clusters
  Score: Raw -819752.249968 + Penalty 2908.248198 = -816844.001771
  nChanged 0
		SP:Iteration 83F (6339.250000 sec): 3 clusters
  Score: Raw -819752.249968 + Penalty 2908.248198 = -816844.001771
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 80 (125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6339.250000 sec): 2 clusters
  Score: Raw -12566.290870 + Penalty 784.600982 = -11781.689888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6339.250000 sec): 3 clusters
  Score: Raw -12776.768878 + Penalty 1569.201965 = -11207.566913
  nChanged 10
		SP:Iteration 1F (6339.260000 sec): 3 clusters
  Score: Raw -12815.530995 + Penalty 1569.201965 = -11246.329030
  nChanged 4
		SP:Iteration 2Q (6339.260000 sec): 3 clusters
  Score: Raw -12832.212825 + Penalty 1569.201965 = -11263.010860
  nChanged 1
		SP:Iteration 3Q (6339.260000 sec): 3 clusters
  Score: Raw -12840.760624 + Penalty 1569.201965 = -11271.558660
  nChanged 0
		SP:Iteration 4F (6339.260000 sec): 3 clusters
  Score: Raw -12840.760624 + Penalty 1569.201965 = -11271.558660
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 81 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6339.260000 sec): 2 clusters
  Score: Raw -60311.712845 + Penalty 1020.564324 = -59291.148522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6339.260000 sec): 3 clusters
  Score: Raw -60240.675007 + Penalty 2041.128648 = -58199.546359
  nChanged 118
		SP:Iteration 1F (6339.270000 sec): 3 clusters
  Score: Raw -60418.952708 + Penalty 2041.128648 = -58377.824060
  nChanged 30
		SP:Iteration 2F (6339.270000 sec): 3 clusters
  Score: Raw -60473.811456 + Penalty 2041.128648 = -58432.682808
  nChanged 14
		SP:Iteration 3Q (6339.270000 sec): 3 clusters
  Score: Raw -60495.296417 + Penalty 2041.128648 = -58454.167769
  nChanged 5
		SP:Iteration 4Q (6339.270000 sec): 3 clusters
  Score: Raw -60503.300111 + Penalty 2041.128648 = -58462.171464
  nChanged 2
		SP:Iteration 5Q (6339.270000 sec): 3 clusters
  Score: Raw -60506.234953 + Penalty 2041.128648 = -58465.106306
  nChanged 2
		SP:Iteration 6Q (6339.270000 sec): 3 clusters
  Score: Raw -60508.492256 + Penalty 2041.128648 = -58467.363609
  nChanged 1
		SP:Iteration 7Q (6339.270000 sec): 3 clusters
  Score: Raw -60510.018466 + Penalty 2041.128648 = -58468.889818
  nChanged 2
		SP:Iteration 8Q (6339.270000 sec): 3 clusters
  Score: Raw -60512.344156 + Penalty 2041.128648 = -58471.215508
  nChanged 1
		SP:Iteration 9Q (6339.270000 sec): 3 clusters
  Score: Raw -60514.756242 + Penalty 2041.128648 = -58473.627594
  nChanged 0
		SP:Iteration 10F (6339.280000 sec): 3 clusters
  Score: Raw -60514.756242 + Penalty 2041.128648 = -58473.627594
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 82 (2824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6339.290000 sec): 2 clusters
  Score: Raw -326204.726842 + Penalty 1291.210310 = -324913.516532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6339.290000 sec): 3 clusters
  Score: Raw -324891.326329 + Penalty 2582.420620 = -322308.905709
  nChanged 1034
		SP:Iteration 1F (6339.300000 sec): 3 clusters
  Score: Raw -325511.835417 + Penalty 2582.420620 = -322929.414797
  nChanged 222
		SP:Iteration 2F (6339.310000 sec): 3 clusters
  Score: Raw -325643.635200 + Penalty 2582.420620 = -323061.214580
  nChanged 146
		SP:Iteration 3F (6339.320000 sec): 3 clusters
  Score: Raw -325730.172386 + Penalty 2582.420620 = -323147.751766
  nChanged 98
		SP:Iteration 4Q (6339.320000 sec): 3 clusters
  Score: Raw -325774.254573 + Penalty 2582.420620 = -323191.833953
  nChanged 70
		SP:Iteration 5Q (6339.330000 sec): 3 clusters
  Score: Raw -325811.411980 + Penalty 2582.420620 = -323228.991361
  nChanged 63
		SP:Iteration 6Q (6339.340000 sec): 3 clusters
  Score: Raw -325841.587157 + Penalty 2582.420620 = -323259.166537
  nChanged 41
		SP:Iteration 7Q (6339.350000 sec): 3 clusters
  Score: Raw -325856.480044 + Penalty 2582.420620 = -323274.059425
  nChanged 31
		SP:Iteration 8Q (6339.350000 sec): 3 clusters
  Score: Raw -325869.778243 + Penalty 2582.420620 = -323287.357623
  nChanged 24
		SP:Iteration 9Q (6339.360000 sec): 3 clusters
  Score: Raw -325880.464819 + Penalty 2582.420620 = -323298.044200
  nChanged 26
		SP:Iteration 10Q (6339.370000 sec): 3 clusters
  Score: Raw -325894.515259 + Penalty 2582.420620 = -323312.094639
  nChanged 29
		SP:Iteration 11Q (6339.370000 sec): 3 clusters
  Score: Raw -325906.064411 + Penalty 2582.420620 = -323323.643792
  nChanged 23
		SP:Iteration 12Q (6339.380000 sec): 3 clusters
  Score: Raw -325914.525059 + Penalty 2582.420620 = -323332.104439
  nChanged 25
		SP:Iteration 13Q (6339.390000 sec): 3 clusters
  Score: Raw -325924.456689 + Penalty 2582.420620 = -323342.036070
  nChanged 23
		SP:Iteration 14Q (6339.390000 sec): 3 clusters
  Score: Raw -325931.542934 + Penalty 2582.420620 = -323349.122315
  nChanged 26
		SP:Iteration 15Q (6339.400000 sec): 3 clusters
  Score: Raw -325942.872834 + Penalty 2582.420620 = -323360.452215
  nChanged 31
		SP:Iteration 16Q (6339.410000 sec): 3 clusters
  Score: Raw -325954.824016 + Penalty 2582.420620 = -323372.403396
  nChanged 27
		SP:Iteration 17Q (6339.410000 sec): 3 clusters
  Score: Raw -325963.740713 + Penalty 2582.420620 = -323381.320094
  nChanged 20
		SP:Iteration 18Q (6339.420000 sec): 3 clusters
  Score: Raw -325971.120023 + Penalty 2582.420620 = -323388.699403
  nChanged 16
		SP:Iteration 19Q (6339.430000 sec): 3 clusters
  Score: Raw -325979.090621 + Penalty 2582.420620 = -323396.670001
  nChanged 19
		SP:Iteration 20F (6339.440000 sec): 3 clusters
  Score: Raw -325988.733602 + Penalty 2582.420620 = -323406.312982
  nChanged 17
		SP:Iteration 21Q (6339.440000 sec): 3 clusters
  Score: Raw -325995.768521 + Penalty 2582.420620 = -323413.347902
  nChanged 15
		SP:Iteration 22Q (6339.450000 sec): 3 clusters
  Score: Raw -326001.762830 + Penalty 2582.420620 = -323419.342210
  nChanged 14
		SP:Iteration 23Q (6339.450000 sec): 3 clusters
  Score: Raw -326007.271926 + Penalty 2582.420620 = -323424.851307
  nChanged 15
		SP:Iteration 24Q (6339.460000 sec): 3 clusters
  Score: Raw -326012.173801 + Penalty 2582.420620 = -323429.753182
  nChanged 13
		SP:Iteration 25Q (6339.470000 sec): 3 clusters
  Score: Raw -326017.229402 + Penalty 2582.420620 = -323434.808783
  nChanged 15
		SP:Iteration 26Q (6339.470000 sec): 3 clusters
  Score: Raw -326022.133057 + Penalty 2582.420620 = -323439.712437
  nChanged 14
		SP:Iteration 27Q (6339.480000 sec): 3 clusters
  Score: Raw -326028.668176 + Penalty 2582.420620 = -323446.247556
  nChanged 19
		SP:Iteration 28Q (6339.490000 sec): 3 clusters
  Score: Raw -326035.763304 + Penalty 2582.420620 = -323453.342685
  nChanged 10
		SP:Iteration 29Q (6339.490000 sec): 3 clusters
  Score: Raw -326040.389162 + Penalty 2582.420620 = -323457.968543
  nChanged 11
		SP:Iteration 30Q (6339.500000 sec): 3 clusters
  Score: Raw -326044.527050 + Penalty 2582.420620 = -323462.106431
  nChanged 12
		SP:Iteration 31Q (6339.510000 sec): 3 clusters
  Score: Raw -326049.014127 + Penalty 2582.420620 = -323466.593507
  nChanged 14
		SP:Iteration 32Q (6339.520000 sec): 3 clusters
  Score: Raw -326055.303331 + Penalty 2582.420620 = -323472.882712
  nChanged 19
		SP:Iteration 33Q (6339.520000 sec): 3 clusters
  Score: Raw -326065.402560 + Penalty 2582.420620 = -323482.981940
  nChanged 24
		SP:Iteration 34Q (6339.530000 sec): 3 clusters
  Score: Raw -326075.128868 + Penalty 2582.420620 = -323492.708248
  nChanged 17
		SP:Iteration 35Q (6339.540000 sec): 3 clusters
  Score: Raw -326082.619458 + Penalty 2582.420620 = -323500.198838
  nChanged 17
		SP:Iteration 36Q (6339.550000 sec): 3 clusters
  Score: Raw -326089.006411 + Penalty 2582.420620 = -323506.585792
  nChanged 17
		SP:Iteration 37Q (6339.550000 sec): 3 clusters
  Score: Raw -326095.858227 + Penalty 2582.420620 = -323513.437608
  nChanged 11
		SP:Iteration 38Q (6339.560000 sec): 3 clusters
  Score: Raw -326100.486977 + Penalty 2582.420620 = -323518.066358
  nChanged 9
		SP:Iteration 39Q (6339.570000 sec): 3 clusters
  Score: Raw -326105.770902 + Penalty 2582.420620 = -323523.350283
  nChanged 11
		SP:Iteration 40F (6339.570000 sec): 3 clusters
  Score: Raw -326110.510586 + Penalty 2582.420620 = -323528.089966
  nChanged 13
		SP:Iteration 41Q (6339.580000 sec): 3 clusters
  Score: Raw -326116.447928 + Penalty 2582.420620 = -323534.027309
  nChanged 18
		SP:Iteration 42Q (6339.590000 sec): 3 clusters
  Score: Raw -326123.912238 + Penalty 2582.420620 = -323541.491618
  nChanged 14
		SP:Iteration 43Q (6339.590000 sec): 3 clusters
  Score: Raw -326129.288181 + Penalty 2582.420620 = -323546.867561
  nChanged 10
		SP:Iteration 44Q (6339.600000 sec): 3 clusters
  Score: Raw -326132.909689 + Penalty 2582.420620 = -323550.489069
  nChanged 13
		SP:Iteration 45Q (6339.610000 sec): 3 clusters
  Score: Raw -326138.417045 + Penalty 2582.420620 = -323555.996426
  nChanged 20
		SP:Iteration 46Q (6339.610000 sec): 3 clusters
  Score: Raw -326147.382677 + Penalty 2582.420620 = -323564.962057
  nChanged 19
		SP:Iteration 47Q (6339.620000 sec): 3 clusters
  Score: Raw -326156.145900 + Penalty 2582.420620 = -323573.725281
  nChanged 21
		SP:Iteration 48Q (6339.630000 sec): 3 clusters
  Score: Raw -326167.037658 + Penalty 2582.420620 = -323584.617039
  nChanged 23
		SP:Iteration 49Q (6339.630000 sec): 3 clusters
  Score: Raw -326179.906736 + Penalty 2582.420620 = -323597.486116
  nChanged 21
		SP:Iteration 50Q (6339.640000 sec): 3 clusters
  Score: Raw -326189.110831 + Penalty 2582.420620 = -323606.690211
  nChanged 18
		SP:Iteration 51Q (6339.650000 sec): 3 clusters
  Score: Raw -326198.325309 + Penalty 2582.420620 = -323615.904689
  nChanged 19
		SP:Iteration 52Q (6339.650000 sec): 3 clusters
  Score: Raw -326209.520225 + Penalty 2582.420620 = -323627.099605
  nChanged 16
		SP:Iteration 53Q (6339.660000 sec): 3 clusters
  Score: Raw -326219.554455 + Penalty 2582.420620 = -323637.133836
  nChanged 15
		SP:Iteration 54Q (6339.670000 sec): 3 clusters
  Score: Raw -326227.096957 + Penalty 2582.420620 = -323644.676337
  nChanged 12
		SP:Iteration 55Q (6339.680000 sec): 3 clusters
  Score: Raw -326232.708386 + Penalty 2582.420620 = -323650.287767
  nChanged 14
		SP:Iteration 56Q (6339.680000 sec): 3 clusters
  Score: Raw -326239.293338 + Penalty 2582.420620 = -323656.872719
  nChanged 11
		SP:Iteration 57Q (6339.690000 sec): 3 clusters
  Score: Raw -326244.737884 + Penalty 2582.420620 = -323662.317265
  nChanged 15
		SP:Iteration 58Q (6339.700000 sec): 3 clusters
  Score: Raw -326252.586656 + Penalty 2582.420620 = -323670.166037
  nChanged 8
		SP:Iteration 59Q (6339.700000 sec): 3 clusters
  Score: Raw -326256.264432 + Penalty 2582.420620 = -323673.843812
  nChanged 6
		SP:Iteration 60F (6339.710000 sec): 3 clusters
  Score: Raw -326258.880381 + Penalty 2582.420620 = -323676.459761
  nChanged 6
		SP:Iteration 61Q (6339.720000 sec): 3 clusters
  Score: Raw -326262.381187 + Penalty 2582.420620 = -323679.960567
  nChanged 6
		SP:Iteration 62Q (6339.730000 sec): 3 clusters
  Score: Raw -326265.677790 + Penalty 2582.420620 = -323683.257170
  nChanged 4
		SP:Iteration 63Q (6339.730000 sec): 3 clusters
  Score: Raw -326267.328531 + Penalty 2582.420620 = -323684.907912
  nChanged 7
		SP:Iteration 64Q (6339.740000 sec): 3 clusters
  Score: Raw -326270.521751 + Penalty 2582.420620 = -323688.101132
  nChanged 5
		SP:Iteration 65Q (6339.750000 sec): 3 clusters
  Score: Raw -326274.044907 + Penalty 2582.420620 = -323691.624288
  nChanged 7
		SP:Iteration 66Q (6339.750000 sec): 3 clusters
  Score: Raw -326278.185813 + Penalty 2582.420620 = -323695.765194
  nChanged 4
		SP:Iteration 67Q (6339.760000 sec): 3 clusters
  Score: Raw -326280.289010 + Penalty 2582.420620 = -323697.868390
  nChanged 2
		SP:Iteration 68Q (6339.770000 sec): 3 clusters
  Score: Raw -326280.674905 + Penalty 2582.420620 = -323698.254285
  nChanged 1
		SP:Iteration 69Q (6339.770000 sec): 3 clusters
  Score: Raw -326281.571585 + Penalty 2582.420620 = -323699.150965
  nChanged 4
		SP:Iteration 70Q (6339.780000 sec): 3 clusters
  Score: Raw -326284.330300 + Penalty 2582.420620 = -323701.909680
  nChanged 6
		SP:Iteration 71Q (6339.790000 sec): 3 clusters
  Score: Raw -326287.940919 + Penalty 2582.420620 = -323705.520299
  nChanged 5
		SP:Iteration 72Q (6339.790000 sec): 3 clusters
  Score: Raw -326291.301983 + Penalty 2582.420620 = -323708.881363
  nChanged 6
		SP:Iteration 73Q (6339.800000 sec): 3 clusters
  Score: Raw -326294.322036 + Penalty 2582.420620 = -323711.901416
  nChanged 6
		SP:Iteration 74Q (6339.810000 sec): 3 clusters
  Score: Raw -326296.432764 + Penalty 2582.420620 = -323714.012144
  nChanged 6
		SP:Iteration 75Q (6339.810000 sec): 3 clusters
  Score: Raw -326299.328143 + Penalty 2582.420620 = -323716.907524
  nChanged 8
		SP:Iteration 76Q (6339.820000 sec): 3 clusters
  Score: Raw -326303.397667 + Penalty 2582.420620 = -323720.977048
  nChanged 10
		SP:Iteration 77Q (6339.830000 sec): 3 clusters
  Score: Raw -326309.596064 + Penalty 2582.420620 = -323727.175444
  nChanged 8
		SP:Iteration 78Q (6339.830000 sec): 3 clusters
  Score: Raw -326313.519073 + Penalty 2582.420620 = -323731.098453
  nChanged 5
		SP:Iteration 79Q (6339.840000 sec): 3 clusters
  Score: Raw -326316.251748 + Penalty 2582.420620 = -323733.831128
  nChanged 4
		SP:Iteration 80F (6339.850000 sec): 3 clusters
  Score: Raw -326318.626675 + Penalty 2582.420620 = -323736.206055
  nChanged 3
		SP:Iteration 81Q (6339.850000 sec): 3 clusters
  Score: Raw -326320.314580 + Penalty 2582.420620 = -323737.893960
  nChanged 1
		SP:Iteration 82Q (6339.860000 sec): 3 clusters
  Score: Raw -326320.536583 + Penalty 2582.420620 = -323738.115963
  nChanged 0
		SP:Iteration 83F (6339.870000 sec): 3 clusters
  Score: Raw -326320.536583 + Penalty 2582.420620 = -323738.115963
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 83 (7229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6339.890000 sec): 2 clusters
  Score: Raw -842234.534350 + Penalty 1443.951599 = -840790.582751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6339.910000 sec): 3 clusters
  Score: Raw -838292.136915 + Penalty 2887.903198 = -835404.233717
  nChanged 3077
		SP:Iteration 1F (6339.930000 sec): 3 clusters
  Score: Raw -839862.443025 + Penalty 2887.903198 = -836974.539827
  nChanged 491
		SP:Iteration 2F (6339.950000 sec): 3 clusters
  Score: Raw -840126.678731 + Penalty 2887.903198 = -837238.775533
  nChanged 435
		SP:Iteration 3F (6339.960000 sec): 3 clusters
  Score: Raw -840356.559578 + Penalty 2887.903198 = -837468.656381
  nChanged 428
		SP:Iteration 4F (6339.980000 sec): 3 clusters
  Score: Raw -840579.692614 + Penalty 2887.903198 = -837691.789416
  nChanged 397
		SP:Iteration 5F (6340.000000 sec): 3 clusters
  Score: Raw -840825.879407 + Penalty 2887.903198 = -837937.976209
  nChanged 400
		SP:Iteration 6F (6340.020000 sec): 3 clusters
  Score: Raw -841107.641628 + Penalty 2887.903198 = -838219.738430
  nChanged 380
		SP:Iteration 7F (6340.030000 sec): 3 clusters
  Score: Raw -841383.689861 + Penalty 2887.903198 = -838495.786663
  nChanged 329
		SP:Iteration 8Q (6340.050000 sec): 3 clusters
  Score: Raw -841637.199398 + Penalty 2887.903198 = -838749.296200
  nChanged 270
		SP:Iteration 9Q (6340.070000 sec): 3 clusters
  Score: Raw -841844.101284 + Penalty 2887.903198 = -838956.198086
  nChanged 225
		SP:Iteration 10Q (6340.090000 sec): 3 clusters
  Score: Raw -842026.232177 + Penalty 2887.903198 = -839138.328980
  nChanged 153
		SP:Iteration 11Q (6340.110000 sec): 3 clusters
  Score: Raw -842149.464477 + Penalty 2887.903198 = -839261.561279
  nChanged 106
		SP:Iteration 12Q (6340.120000 sec): 3 clusters
  Score: Raw -842240.280677 + Penalty 2887.903198 = -839352.377479
  nChanged 66
		SP:Iteration 13Q (6340.140000 sec): 3 clusters
  Score: Raw -842297.505458 + Penalty 2887.903198 = -839409.602261
  nChanged 45
		SP:Iteration 14Q (6340.150000 sec): 3 clusters
  Score: Raw -842335.726282 + Penalty 2887.903198 = -839447.823084
  nChanged 37
		SP:Iteration 15Q (6340.170000 sec): 3 clusters
  Score: Raw -842366.772200 + Penalty 2887.903198 = -839478.869002
  nChanged 21
		SP:Iteration 16Q (6340.190000 sec): 3 clusters
  Score: Raw -842385.678873 + Penalty 2887.903198 = -839497.775675
  nChanged 19
		SP:Iteration 17Q (6340.200000 sec): 3 clusters
  Score: Raw -842402.168319 + Penalty 2887.903198 = -839514.265122
  nChanged 11
		SP:Iteration 18Q (6340.210000 sec): 3 clusters
  Score: Raw -842410.199697 + Penalty 2887.903198 = -839522.296500
  nChanged 5
		SP:Iteration 19Q (6340.230000 sec): 3 clusters
  Score: Raw -842415.223131 + Penalty 2887.903198 = -839527.319933
  nChanged 4
		SP:Iteration 20F (6340.250000 sec): 3 clusters
  Score: Raw -842418.403065 + Penalty 2887.903198 = -839530.499867
  nChanged 4
		SP:Iteration 21Q (6340.260000 sec): 3 clusters
  Score: Raw -842421.486316 + Penalty 2887.903198 = -839533.583118
  nChanged 1
		SP:Iteration 22Q (6340.280000 sec): 3 clusters
  Score: Raw -842422.047380 + Penalty 2887.903198 = -839534.144182
  nChanged 1
		SP:Iteration 23Q (6340.290000 sec): 3 clusters
  Score: Raw -842423.072054 + Penalty 2887.903198 = -839535.168856
  nChanged 1
		SP:Iteration 24Q (6340.310000 sec): 3 clusters
  Score: Raw -842423.506390 + Penalty 2887.903198 = -839535.603192
  nChanged 0
		SP:Iteration 25F (6340.330000 sec): 3 clusters
  Score: Raw -842423.506390 + Penalty 2887.903198 = -839535.603192
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 84 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6340.330000 sec): 2 clusters
  Score: Raw -55289.470374 + Penalty 1008.895879 = -54280.574494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6340.330000 sec): 3 clusters
  Score: Raw -55203.606726 + Penalty 2017.791758 = -53185.814968
  nChanged 103
		SP:Iteration 1F (6340.340000 sec): 3 clusters
  Score: Raw -55357.571547 + Penalty 2017.791758 = -53339.779788
  nChanged 32
		SP:Iteration 2F (6340.340000 sec): 3 clusters
  Score: Raw -55421.612583 + Penalty 2017.791758 = -53403.820825
  nChanged 21
		SP:Iteration 3Q (6340.340000 sec): 3 clusters
  Score: Raw -55468.177475 + Penalty 2017.791758 = -53450.385717
  nChanged 13
		SP:Iteration 4Q (6340.340000 sec): 3 clusters
  Score: Raw -55492.955618 + Penalty 2017.791758 = -53475.163859
  nChanged 6
		SP:Iteration 5Q (6340.340000 sec): 3 clusters
  Score: Raw -55500.412714 + Penalty 2017.791758 = -53482.620955
  nChanged 3
		SP:Iteration 6Q (6340.340000 sec): 3 clusters
  Score: Raw -55507.439901 + Penalty 2017.791758 = -53489.648142
  nChanged 3
		SP:Iteration 7Q (6340.340000 sec): 3 clusters
  Score: Raw -55512.328502 + Penalty 2017.791758 = -53494.536743
  nChanged 3
		SP:Iteration 8Q (6340.350000 sec): 3 clusters
  Score: Raw -55518.650147 + Penalty 2017.791758 = -53500.858388
  nChanged 2
		SP:Iteration 9Q (6340.350000 sec): 3 clusters
  Score: Raw -55529.847586 + Penalty 2017.791758 = -53512.055827
  nChanged 2
		SP:Iteration 10Q (6340.350000 sec): 3 clusters
  Score: Raw -55532.096575 + Penalty 2017.791758 = -53514.304817
  nChanged 2
		SP:Iteration 11Q (6340.350000 sec): 3 clusters
  Score: Raw -55534.076251 + Penalty 2017.791758 = -53516.284492
  nChanged 3
		SP:Iteration 12Q (6340.350000 sec): 3 clusters
  Score: Raw -55537.393884 + Penalty 2017.791758 = -53519.602125
  nChanged 0
		SP:Iteration 13F (6340.350000 sec): 3 clusters
  Score: Raw -55537.393884 + Penalty 2017.791758 = -53519.602125
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 85 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6340.350000 sec): 2 clusters
  Score: Raw -59772.779967 + Penalty 1022.078780 = -58750.701187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6340.360000 sec): 3 clusters
  Score: Raw -59738.491490 + Penalty 2044.157561 = -57694.333930
  nChanged 131
		SP:Iteration 1F (6340.360000 sec): 3 clusters
  Score: Raw -59889.670887 + Penalty 2044.157561 = -57845.513327
  nChanged 27
		SP:Iteration 2F (6340.360000 sec): 3 clusters
  Score: Raw -59930.799589 + Penalty 2044.157561 = -57886.642028
  nChanged 12
		SP:Iteration 3Q (6340.360000 sec): 3 clusters
  Score: Raw -59945.724936 + Penalty 2044.157561 = -57901.567375
  nChanged 8
		SP:Iteration 4Q (6340.360000 sec): 3 clusters
  Score: Raw -59958.101111 + Penalty 2044.157561 = -57913.943550
  nChanged 6
		SP:Iteration 5Q (6340.370000 sec): 3 clusters
  Score: Raw -59967.049289 + Penalty 2044.157561 = -57922.891728
  nChanged 3
		SP:Iteration 6Q (6340.370000 sec): 3 clusters
  Score: Raw -59969.091428 + Penalty 2044.157561 = -57924.933868
  nChanged 3
		SP:Iteration 7Q (6340.370000 sec): 3 clusters
  Score: Raw -59972.002802 + Penalty 2044.157561 = -57927.845241
  nChanged 3
		SP:Iteration 8Q (6340.370000 sec): 3 clusters
  Score: Raw -59974.086288 + Penalty 2044.157561 = -57929.928727
  nChanged 1
		SP:Iteration 9Q (6340.370000 sec): 3 clusters
  Score: Raw -59975.332692 + Penalty 2044.157561 = -57931.175131
  nChanged 0
		SP:Iteration 10F (6340.370000 sec): 3 clusters
  Score: Raw -59975.332692 + Penalty 2044.157561 = -57931.175131
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 86 (1107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6340.380000 sec): 2 clusters
  Score: Raw -100612.905597 + Penalty 1139.028952 = -99473.876645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6340.380000 sec): 3 clusters
  Score: Raw -100256.580213 + Penalty 2278.057903 = -97978.522310
  nChanged 350
		SP:Iteration 1F (6340.380000 sec): 3 clusters
  Score: Raw -100602.495102 + Penalty 2278.057903 = -98324.437198
  nChanged 96
		SP:Iteration 2F (6340.390000 sec): 3 clusters
  Score: Raw -100723.014854 + Penalty 2278.057903 = -98444.956951
  nChanged 49
		SP:Iteration 3Q (6340.390000 sec): 3 clusters
  Score: Raw -100791.455817 + Penalty 2278.057903 = -98513.397914
  nChanged 37
		SP:Iteration 4Q (6340.390000 sec): 3 clusters
  Score: Raw -100829.270043 + Penalty 2278.057903 = -98551.212139
  nChanged 30
		SP:Iteration 5Q (6340.390000 sec): 3 clusters
  Score: Raw -100862.033070 + Penalty 2278.057903 = -98583.975167
  nChanged 25
		SP:Iteration 6Q (6340.400000 sec): 3 clusters
  Score: Raw -100889.646813 + Penalty 2278.057903 = -98611.588910
  nChanged 25
		SP:Iteration 7Q (6340.400000 sec): 3 clusters
  Score: Raw -100909.172189 + Penalty 2278.057903 = -98631.114286
  nChanged 13
		SP:Iteration 8Q (6340.400000 sec): 3 clusters
  Score: Raw -100919.421938 + Penalty 2278.057903 = -98641.364035
  nChanged 6
		SP:Iteration 9Q (6340.410000 sec): 3 clusters
  Score: Raw -100922.175143 + Penalty 2278.057903 = -98644.117240
  nChanged 3
		SP:Iteration 10Q (6340.410000 sec): 3 clusters
  Score: Raw -100923.502572 + Penalty 2278.057903 = -98645.444669
  nChanged 1
		SP:Iteration 11Q (6340.410000 sec): 3 clusters
  Score: Raw -100924.633572 + Penalty 2278.057903 = -98646.575668
  nChanged 2
		SP:Iteration 12Q (6340.410000 sec): 3 clusters
  Score: Raw -100925.999115 + Penalty 2278.057903 = -98647.941212
  nChanged 1
		SP:Iteration 13Q (6340.410000 sec): 3 clusters
  Score: Raw -100927.778582 + Penalty 2278.057903 = -98649.720678
  nChanged 4
		SP:Iteration 14Q (6340.420000 sec): 3 clusters
  Score: Raw -100931.701795 + Penalty 2278.057903 = -98653.643892
  nChanged 4
		SP:Iteration 15Q (6340.420000 sec): 3 clusters
  Score: Raw -100936.553020 + Penalty 2278.057903 = -98658.495117
  nChanged 5
		SP:Iteration 16Q (6340.420000 sec): 3 clusters
  Score: Raw -100943.829404 + Penalty 2278.057903 = -98665.771501
  nChanged 5
		SP:Iteration 17Q (6340.430000 sec): 3 clusters
  Score: Raw -100946.196868 + Penalty 2278.057903 = -98668.138965
  nChanged 4
		SP:Iteration 18Q (6340.430000 sec): 3 clusters
  Score: Raw -100948.374000 + Penalty 2278.057903 = -98670.316097
  nChanged 2
		SP:Iteration 19Q (6340.430000 sec): 3 clusters
  Score: Raw -100950.287044 + Penalty 2278.057903 = -98672.229141
  nChanged 2
		SP:Iteration 20F (6340.430000 sec): 3 clusters
  Score: Raw -100952.365458 + Penalty 2278.057903 = -98674.307555
  nChanged 1
		SP:Iteration 21Q (6340.440000 sec): 3 clusters
  Score: Raw -100952.943364 + Penalty 2278.057903 = -98674.885461
  nChanged 1
		SP:Iteration 22Q (6340.440000 sec): 3 clusters
  Score: Raw -100953.929291 + Penalty 2278.057903 = -98675.871388
  nChanged 0
		SP:Iteration 23F (6340.440000 sec): 3 clusters
  Score: Raw -100953.929291 + Penalty 2278.057903 = -98675.871388
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 87 (28202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6340.530000 sec): 2 clusters
  Score: Raw -3346956.246412 + Penalty 1665.161579 = -3345291.084834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6340.610000 sec): 3 clusters
  Score: Raw -3329503.502339 + Penalty 3330.323157 = -3326173.179182
  nChanged 12955
		SP:Iteration 1F (6340.680000 sec): 3 clusters
  Score: Raw -3336596.722374 + Penalty 3330.323157 = -3333266.399217
  nChanged 1344
		SP:Iteration 2Q (6340.750000 sec): 3 clusters
  Score: Raw -3337066.943514 + Penalty 3330.323157 = -3333736.620356
  nChanged 1250
		SP:Iteration 3Q (6340.830000 sec): 3 clusters
  Score: Raw -3337519.320122 + Penalty 3330.323157 = -3334188.996965
  nChanged 1254
		SP:Iteration 4Q (6340.900000 sec): 3 clusters
  Score: Raw -3338024.418314 + Penalty 3330.323157 = -3334694.095156
  nChanged 1308
		SP:Iteration 5Q (6340.970000 sec): 3 clusters
  Score: Raw -3338616.466345 + Penalty 3330.323157 = -3335286.143187
  nChanged 1340
		SP:Iteration 6Q (6341.050000 sec): 3 clusters
  Score: Raw -3339347.839062 + Penalty 3330.323157 = -3336017.515905
  nChanged 1443
		SP:Iteration 7F (6341.120000 sec): 3 clusters
  Score: Raw -3340297.423633 + Penalty 3330.323157 = -3336967.100476
  nChanged 1533
		SP:Iteration 8F (6341.190000 sec): 3 clusters
  Score: Raw -3341353.573397 + Penalty 3330.323157 = -3338023.250239
  nChanged 1492
		SP:Iteration 9F (6341.270000 sec): 3 clusters
  Score: Raw -3342285.477451 + Penalty 3330.323157 = -3338955.154294
  nChanged 1249
		SP:Iteration 10Q (6341.340000 sec): 3 clusters
  Score: Raw -3342974.839358 + Penalty 3330.323157 = -3339644.516201
  nChanged 998
		SP:Iteration 11Q (6341.410000 sec): 3 clusters
  Score: Raw -3343457.577611 + Penalty 3330.323157 = -3340127.254454
  nChanged 819
		SP:Iteration 12Q (6341.480000 sec): 3 clusters
  Score: Raw -3343807.746225 + Penalty 3330.323157 = -3340477.423067
  nChanged 733
		SP:Iteration 13Q (6341.550000 sec): 3 clusters
  Score: Raw -3344095.009971 + Penalty 3330.323157 = -3340764.686814
  nChanged 605
		SP:Iteration 14Q (6341.620000 sec): 3 clusters
  Score: Raw -3344337.587374 + Penalty 3330.323157 = -3341007.264217
  nChanged 561
		SP:Iteration 15Q (6341.690000 sec): 3 clusters
  Score: Raw -3344558.256173 + Penalty 3330.323157 = -3341227.933016
  nChanged 498
		SP:Iteration 16Q (6341.750000 sec): 3 clusters
  Score: Raw -3344738.174258 + Penalty 3330.323157 = -3341407.851101
  nChanged 471
		SP:Iteration 17Q (6341.820000 sec): 3 clusters
  Score: Raw -3344921.216011 + Penalty 3330.323157 = -3341590.892853
  nChanged 465
		SP:Iteration 18Q (6341.890000 sec): 3 clusters
  Score: Raw -3345114.238030 + Penalty 3330.323157 = -3341783.914873
  nChanged 469
		SP:Iteration 19Q (6341.950000 sec): 3 clusters
  Score: Raw -3345310.348060 + Penalty 3330.323157 = -3341980.024903
  nChanged 431
		SP:Iteration 20F (6342.020000 sec): 3 clusters
  Score: Raw -3345486.391118 + Penalty 3330.323157 = -3342156.067961
  nChanged 396
		SP:Iteration 21Q (6342.080000 sec): 3 clusters
  Score: Raw -3345643.907882 + Penalty 3330.323157 = -3342313.584725
  nChanged 335
		SP:Iteration 22Q (6342.140000 sec): 3 clusters
  Score: Raw -3345771.906276 + Penalty 3330.323157 = -3342441.583119
  nChanged 320
		SP:Iteration 23Q (6342.210000 sec): 3 clusters
  Score: Raw -3345891.522343 + Penalty 3330.323157 = -3342561.199186
  nChanged 298
		SP:Iteration 24Q (6342.270000 sec): 3 clusters
  Score: Raw -3346001.816830 + Penalty 3330.323157 = -3342671.493672
  nChanged 294
		SP:Iteration 25Q (6342.330000 sec): 3 clusters
  Score: Raw -3346113.785524 + Penalty 3330.323157 = -3342783.462367
  nChanged 284
		SP:Iteration 26Q (6342.390000 sec): 3 clusters
  Score: Raw -3346219.450228 + Penalty 3330.323157 = -3342889.127071
  nChanged 258
		SP:Iteration 27Q (6342.440000 sec): 3 clusters
  Score: Raw -3346316.064836 + Penalty 3330.323157 = -3342985.741679
  nChanged 250
		SP:Iteration 28Q (6342.500000 sec): 3 clusters
  Score: Raw -3346416.701853 + Penalty 3330.323157 = -3343086.378695
  nChanged 233
		SP:Iteration 29Q (6342.560000 sec): 3 clusters
  Score: Raw -3346516.324477 + Penalty 3330.323157 = -3343186.001320
  nChanged 221
		SP:Iteration 30Q (6342.610000 sec): 3 clusters
  Score: Raw -3346608.681101 + Penalty 3330.323157 = -3343278.357944
  nChanged 194
		SP:Iteration 31Q (6342.670000 sec): 3 clusters
  Score: Raw -3346692.806702 + Penalty 3330.323157 = -3343362.483545
  nChanged 165
		SP:Iteration 32Q (6342.730000 sec): 3 clusters
  Score: Raw -3346760.575722 + Penalty 3330.323157 = -3343430.252564
  nChanged 137
		SP:Iteration 33Q (6342.780000 sec): 3 clusters
  Score: Raw -3346819.213011 + Penalty 3330.323157 = -3343488.889853
  nChanged 118
		SP:Iteration 34Q (6342.830000 sec): 3 clusters
  Score: Raw -3346868.596861 + Penalty 3330.323157 = -3343538.273704
  nChanged 106
		SP:Iteration 35Q (6342.890000 sec): 3 clusters
  Score: Raw -3346913.585025 + Penalty 3330.323157 = -3343583.261867
  nChanged 81
		SP:Iteration 36Q (6342.940000 sec): 3 clusters
  Score: Raw -3346949.703363 + Penalty 3330.323157 = -3343619.380206
  nChanged 65
		SP:Iteration 37Q (6342.990000 sec): 3 clusters
  Score: Raw -3346977.686019 + Penalty 3330.323157 = -3343647.362862
  nChanged 61
		SP:Iteration 38Q (6343.050000 sec): 3 clusters
  Score: Raw -3347005.562882 + Penalty 3330.323157 = -3343675.239724
  nChanged 49
		SP:Iteration 39Q (6343.100000 sec): 3 clusters
  Score: Raw -3347027.316316 + Penalty 3330.323157 = -3343696.993159
  nChanged 55
		SP:Iteration 40F (6343.170000 sec): 3 clusters
  Score: Raw -3347055.122203 + Penalty 3330.323157 = -3343724.799046
  nChanged 43
		SP:Iteration 41Q (6343.220000 sec): 3 clusters
  Score: Raw -3347073.276622 + Penalty 3330.323157 = -3343742.953465
  nChanged 26
		SP:Iteration 42Q (6343.270000 sec): 3 clusters
  Score: Raw -3347083.048481 + Penalty 3330.323157 = -3343752.725323
  nChanged 22
		SP:Iteration 43Q (6343.330000 sec): 3 clusters
  Score: Raw -3347090.799056 + Penalty 3330.323157 = -3343760.475899
  nChanged 19
		SP:Iteration 44Q (6343.380000 sec): 3 clusters
  Score: Raw -3347100.249295 + Penalty 3330.323157 = -3343769.926138
  nChanged 18
		SP:Iteration 45Q (6343.430000 sec): 3 clusters
  Score: Raw -3347106.947617 + Penalty 3330.323157 = -3343776.624459
  nChanged 17
		SP:Iteration 46Q (6343.490000 sec): 3 clusters
  Score: Raw -3347113.521719 + Penalty 3330.323157 = -3343783.198562
  nChanged 16
		SP:Iteration 47Q (6343.540000 sec): 3 clusters
  Score: Raw -3347122.282732 + Penalty 3330.323157 = -3343791.959575
  nChanged 19
		SP:Iteration 48Q (6343.590000 sec): 3 clusters
  Score: Raw -3347132.512054 + Penalty 3330.323157 = -3343802.188897
  nChanged 13
		SP:Iteration 49Q (6343.640000 sec): 3 clusters
  Score: Raw -3347140.403398 + Penalty 3330.323157 = -3343810.080241
  nChanged 13
		SP:Iteration 50Q (6343.690000 sec): 3 clusters
  Score: Raw -3347146.453940 + Penalty 3330.323157 = -3343816.130783
  nChanged 9
		SP:Iteration 51Q (6343.740000 sec): 3 clusters
  Score: Raw -3347149.736136 + Penalty 3330.323157 = -3343819.412979
  nChanged 5
		SP:Iteration 52Q (6343.790000 sec): 3 clusters
  Score: Raw -3347151.409759 + Penalty 3330.323157 = -3343821.086601
  nChanged 3
		SP:Iteration 53Q (6343.840000 sec): 3 clusters
  Score: Raw -3347153.746986 + Penalty 3330.323157 = -3343823.423829
  nChanged 6
		SP:Iteration 54Q (6343.890000 sec): 3 clusters
  Score: Raw -3347156.180574 + Penalty 3330.323157 = -3343825.857417
  nChanged 6
		SP:Iteration 55Q (6343.950000 sec): 3 clusters
  Score: Raw -3347158.162787 + Penalty 3330.323157 = -3343827.839629
  nChanged 5
		SP:Iteration 56Q (6344.000000 sec): 3 clusters
  Score: Raw -3347159.953826 + Penalty 3330.323157 = -3343829.630669
  nChanged 8
		SP:Iteration 57Q (6344.050000 sec): 3 clusters
  Score: Raw -3347164.105729 + Penalty 3330.323157 = -3343833.782571
  nChanged 12
		SP:Iteration 58Q (6344.100000 sec): 3 clusters
  Score: Raw -3347171.143899 + Penalty 3330.323157 = -3343840.820742
  nChanged 8
		SP:Iteration 59Q (6344.150000 sec): 3 clusters
  Score: Raw -3347174.194265 + Penalty 3330.323157 = -3343843.871108
  nChanged 6
		SP:Iteration 60F (6344.220000 sec): 3 clusters
  Score: Raw -3347177.629612 + Penalty 3330.323157 = -3343847.306455
  nChanged 8
		SP:Iteration 61Q (6344.270000 sec): 3 clusters
  Score: Raw -3347180.601376 + Penalty 3330.323157 = -3343850.278218
  nChanged 4
		SP:Iteration 62Q (6344.320000 sec): 3 clusters
  Score: Raw -3347183.811950 + Penalty 3330.323157 = -3343853.488793
  nChanged 9
		SP:Iteration 63Q (6344.370000 sec): 3 clusters
  Score: Raw -3347188.126015 + Penalty 3330.323157 = -3343857.802857
  nChanged 8
		SP:Iteration 64Q (6344.430000 sec): 3 clusters
  Score: Raw -3347191.704553 + Penalty 3330.323157 = -3343861.381395
  nChanged 5
		SP:Iteration 65Q (6344.470000 sec): 3 clusters
  Score: Raw -3347193.920554 + Penalty 3330.323157 = -3343863.597397
  nChanged 3
		SP:Iteration 66Q (6344.530000 sec): 3 clusters
  Score: Raw -3347195.807407 + Penalty 3330.323157 = -3343865.484250
  nChanged 3
		SP:Iteration 67Q (6344.580000 sec): 3 clusters
  Score: Raw -3347197.207163 + Penalty 3330.323157 = -3343866.884006
  nChanged 2
		SP:Iteration 68Q (6344.630000 sec): 3 clusters
  Score: Raw -3347199.448196 + Penalty 3330.323157 = -3343869.125039
  nChanged 3
		SP:Iteration 69Q (6344.680000 sec): 3 clusters
  Score: Raw -3347201.477066 + Penalty 3330.323157 = -3343871.153908
  nChanged 1
		SP:Iteration 70Q (6344.730000 sec): 3 clusters
  Score: Raw -3347201.967644 + Penalty 3330.323157 = -3343871.644487
  nChanged 3
		SP:Iteration 71Q (6344.780000 sec): 3 clusters
  Score: Raw -3347203.456930 + Penalty 3330.323157 = -3343873.133772
  nChanged 2
		SP:Iteration 72Q (6344.830000 sec): 3 clusters
  Score: Raw -3347204.089910 + Penalty 3330.323157 = -3343873.766753
  nChanged 1
		SP:Iteration 73Q (6344.890000 sec): 3 clusters
  Score: Raw -3347204.618625 + Penalty 3330.323157 = -3343874.295467
  nChanged 0
		SP:Iteration 74F (6344.950000 sec): 3 clusters
  Score: Raw -3347204.618625 + Penalty 3330.323157 = -3343874.295467
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 88 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6344.970000 sec): 2 clusters
  Score: Raw -27156.117474 + Penalty 908.535384 = -26247.582090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6344.970000 sec): 3 clusters
  Score: Raw -27259.980684 + Penalty 1817.070769 = -25442.909915
  nChanged 51
		SP:Iteration 1F (6344.970000 sec): 3 clusters
  Score: Raw -27451.617074 + Penalty 1817.070769 = -25634.546306
  nChanged 12
		SP:Iteration 2Q (6344.970000 sec): 3 clusters
  Score: Raw -27492.519632 + Penalty 1817.070769 = -25675.448863
  nChanged 4
		SP:Iteration 3Q (6344.970000 sec): 3 clusters
  Score: Raw -27499.757443 + Penalty 1817.070769 = -25682.686674
  nChanged 2
		SP:Iteration 4Q (6344.980000 sec): 3 clusters
  Score: Raw -27503.482036 + Penalty 1817.070769 = -25686.411267
  nChanged 0
		SP:Iteration 5F (6344.980000 sec): 3 clusters
  Score: Raw -27503.482036 + Penalty 1817.070769 = -25686.411267
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 89 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6344.980000 sec): 2 clusters
  Score: Raw -75183.150518 + Penalty 1060.078875 = -74123.071644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6344.990000 sec): 3 clusters
  Score: Raw -75034.648051 + Penalty 2120.157749 = -72914.490301
  nChanged 187
		SP:Iteration 1F (6344.990000 sec): 3 clusters
  Score: Raw -75260.741920 + Penalty 2120.157749 = -73140.584170
  nChanged 42
		SP:Iteration 2F (6344.990000 sec): 3 clusters
  Score: Raw -75341.987914 + Penalty 2120.157749 = -73221.830165
  nChanged 31
		SP:Iteration 3Q (6344.990000 sec): 3 clusters
  Score: Raw -75377.429991 + Penalty 2120.157749 = -73257.272241
  nChanged 13
		SP:Iteration 4Q (6344.990000 sec): 3 clusters
  Score: Raw -75393.613884 + Penalty 2120.157749 = -73273.456134
  nChanged 5
		SP:Iteration 5Q (6344.990000 sec): 3 clusters
  Score: Raw -75402.367173 + Penalty 2120.157749 = -73282.209424
  nChanged 7
		SP:Iteration 6Q (6344.990000 sec): 3 clusters
  Score: Raw -75409.514988 + Penalty 2120.157749 = -73289.357239
  nChanged 5
		SP:Iteration 7Q (6344.990000 sec): 3 clusters
  Score: Raw -75413.413526 + Penalty 2120.157749 = -73293.255776
  nChanged 4
		SP:Iteration 8Q (6345.000000 sec): 3 clusters
  Score: Raw -75418.552670 + Penalty 2120.157749 = -73298.394921
  nChanged 2
		SP:Iteration 9Q (6345.000000 sec): 3 clusters
  Score: Raw -75419.969602 + Penalty 2120.157749 = -73299.811853
  nChanged 1
		SP:Iteration 10Q (6345.000000 sec): 3 clusters
  Score: Raw -75420.377222 + Penalty 2120.157749 = -73300.219473
  nChanged 1
		SP:Iteration 11Q (6345.000000 sec): 3 clusters
  Score: Raw -75421.527964 + Penalty 2120.157749 = -73301.370214
  nChanged 1
		SP:Iteration 12Q (6345.010000 sec): 3 clusters
  Score: Raw -75422.124261 + Penalty 2120.157749 = -73301.966512
  nChanged 1
		SP:Iteration 13Q (6345.010000 sec): 3 clusters
  Score: Raw -75425.578168 + Penalty 2120.157749 = -73305.420418
  nChanged 3
		SP:Iteration 14Q (6345.010000 sec): 3 clusters
  Score: Raw -75428.216187 + Penalty 2120.157749 = -73308.058437
  nChanged 7
		SP:Iteration 15Q (6345.010000 sec): 3 clusters
  Score: Raw -75436.164794 + Penalty 2120.157749 = -73316.007044
  nChanged 4
		SP:Iteration 16Q (6345.010000 sec): 3 clusters
  Score: Raw -75440.428894 + Penalty 2120.157749 = -73320.271145
  nChanged 7
		SP:Iteration 17Q (6345.010000 sec): 3 clusters
  Score: Raw -75446.853053 + Penalty 2120.157749 = -73326.695304
  nChanged 7
		SP:Iteration 18Q (6345.010000 sec): 3 clusters
  Score: Raw -75453.120940 + Penalty 2120.157749 = -73332.963190
  nChanged 2
		SP:Iteration 19Q (6345.010000 sec): 3 clusters
  Score: Raw -75456.101567 + Penalty 2120.157749 = -73335.943817
  nChanged 3
		SP:Iteration 20F (6345.020000 sec): 3 clusters
  Score: Raw -75460.803328 + Penalty 2120.157749 = -73340.645578
  nChanged 1
		SP:Iteration 21Q (6345.020000 sec): 3 clusters
  Score: Raw -75461.130984 + Penalty 2120.157749 = -73340.973235
  nChanged 0
		SP:Iteration 22F (6345.020000 sec): 3 clusters
  Score: Raw -75461.130984 + Penalty 2120.157749 = -73340.973235
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 90 (445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6345.030000 sec): 2 clusters
  Score: Raw -46369.592239 + Penalty 990.937071 = -45378.655168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6345.030000 sec): 3 clusters
  Score: Raw -46346.187215 + Penalty 1981.874142 = -44364.313074
  nChanged 95
		SP:Iteration 1F (6345.030000 sec): 3 clusters
  Score: Raw -46494.884099 + Penalty 1981.874142 = -44513.009958
  nChanged 20
		SP:Iteration 2Q (6345.030000 sec): 3 clusters
  Score: Raw -46534.291965 + Penalty 1981.874142 = -44552.417823
  nChanged 8
		SP:Iteration 3Q (6345.030000 sec): 3 clusters
  Score: Raw -46545.886479 + Penalty 1981.874142 = -44564.012337
  nChanged 3
		SP:Iteration 4Q (6345.030000 sec): 3 clusters
  Score: Raw -46552.102123 + Penalty 1981.874142 = -44570.227981
  nChanged 4
		SP:Iteration 5Q (6345.030000 sec): 3 clusters
  Score: Raw -46559.250447 + Penalty 1981.874142 = -44577.376306
  nChanged 1
		SP:Iteration 6Q (6345.030000 sec): 3 clusters
  Score: Raw -46560.913506 + Penalty 1981.874142 = -44579.039365
  nChanged 1
		SP:Iteration 7Q (6345.030000 sec): 3 clusters
  Score: Raw -46562.119021 + Penalty 1981.874142 = -44580.244880
  nChanged 0
		SP:Iteration 8F (6345.030000 sec): 3 clusters
  Score: Raw -46562.119021 + Penalty 1981.874142 = -44580.244880
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 91 (511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6345.040000 sec): 2 clusters
  Score: Raw -53284.557733 + Penalty 1013.410058 = -52271.147674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6345.040000 sec): 3 clusters
  Score: Raw -53228.021881 + Penalty 2026.820117 = -51201.201764
  nChanged 105
		SP:Iteration 1F (6345.040000 sec): 3 clusters
  Score: Raw -53386.178137 + Penalty 2026.820117 = -51359.358021
  nChanged 29
		SP:Iteration 2F (6345.050000 sec): 3 clusters
  Score: Raw -53450.517602 + Penalty 2026.820117 = -51423.697485
  nChanged 26
		SP:Iteration 3F (6345.050000 sec): 3 clusters
  Score: Raw -53512.758994 + Penalty 2026.820117 = -51485.938877
  nChanged 17
		SP:Iteration 4Q (6345.050000 sec): 3 clusters
  Score: Raw -53556.848463 + Penalty 2026.820117 = -51530.028346
  nChanged 12
		SP:Iteration 5Q (6345.050000 sec): 3 clusters
  Score: Raw -53579.039371 + Penalty 2026.820117 = -51552.219254
  nChanged 3
		SP:Iteration 6Q (6345.050000 sec): 3 clusters
  Score: Raw -53583.158257 + Penalty 2026.820117 = -51556.338141
  nChanged 2
		SP:Iteration 7Q (6345.050000 sec): 3 clusters
  Score: Raw -53587.136550 + Penalty 2026.820117 = -51560.316433
  nChanged 2
		SP:Iteration 8Q (6345.050000 sec): 3 clusters
  Score: Raw -53591.305590 + Penalty 2026.820117 = -51564.485473
  nChanged 2
		SP:Iteration 9Q (6345.050000 sec): 3 clusters
  Score: Raw -53595.379243 + Penalty 2026.820117 = -51568.559126
  nChanged 3
		SP:Iteration 10Q (6345.050000 sec): 3 clusters
  Score: Raw -53605.467032 + Penalty 2026.820117 = -51578.646916
  nChanged 6
		SP:Iteration 11Q (6345.050000 sec): 3 clusters
  Score: Raw -53623.048010 + Penalty 2026.820117 = -51596.227893
  nChanged 10
		SP:Iteration 12Q (6345.060000 sec): 3 clusters
  Score: Raw -53649.011309 + Penalty 2026.820117 = -51622.191193
  nChanged 8
		SP:Iteration 13Q (6345.060000 sec): 3 clusters
  Score: Raw -53670.110600 + Penalty 2026.820117 = -51643.290483
  nChanged 8
		SP:Iteration 14Q (6345.060000 sec): 3 clusters
  Score: Raw -53686.257453 + Penalty 2026.820117 = -51659.437336
  nChanged 1
		SP:Iteration 15Q (6345.060000 sec): 3 clusters
  Score: Raw -53689.909148 + Penalty 2026.820117 = -51663.089031
  nChanged 1
		SP:Iteration 16Q (6345.060000 sec): 3 clusters
  Score: Raw -53692.334143 + Penalty 2026.820117 = -51665.514026
  nChanged 0
		SP:Iteration 17F (6345.060000 sec): 3 clusters
  Score: Raw -53692.334143 + Penalty 2026.820117 = -51665.514026
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 92 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6345.070000 sec): 2 clusters
  Score: Raw -19185.567986 + Penalty 848.307822 = -18337.260165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6345.070000 sec): 3 clusters
  Score: Raw -19306.176871 + Penalty 1696.615643 = -17609.561228
  nChanged 33
		SP:Iteration 1F (6345.070000 sec): 3 clusters
  Score: Raw -19428.711524 + Penalty 1696.615643 = -17732.095881
  nChanged 10
		SP:Iteration 2F (6345.070000 sec): 3 clusters
  Score: Raw -19465.827106 + Penalty 1696.615643 = -17769.211463
  nChanged 3
		SP:Iteration 3Q (6345.070000 sec): 3 clusters
  Score: Raw -19475.679900 + Penalty 1696.615643 = -17779.064257
  nChanged 1
		SP:Iteration 4Q (6345.070000 sec): 3 clusters
  Score: Raw -19479.658447 + Penalty 1696.615643 = -17783.042804
  nChanged 0
		SP:Iteration 5F (6345.070000 sec): 3 clusters
  Score: Raw -19479.658447 + Penalty 1696.615643 = -17783.042804
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 93 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6345.070000 sec): 2 clusters
  Score: Raw -12782.938924 + Penalty 775.236251 = -12007.702673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6345.070000 sec): 3 clusters
  Score: Raw -13041.295052 + Penalty 1550.472503 = -11490.822549
  nChanged 8
		SP:Iteration 1F (6345.070000 sec): 3 clusters
  Score: Raw -13087.586618 + Penalty 1550.472503 = -11537.114115
  nChanged 1
		SP:Iteration 2Q (6345.070000 sec): 3 clusters
  Score: Raw -13091.133237 + Penalty 1550.472503 = -11540.660734
  nChanged 0
		SP:Iteration 3F (6345.070000 sec): 3 clusters
  Score: Raw -13091.133237 + Penalty 1550.472503 = -11540.660734
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.42 GB.

 Trying to split cluster 94 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6345.080000 sec): 2 clusters
  Score: Raw -28444.034980 + Penalty 908.535384 = -27535.499595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6345.090000 sec): 3 clusters
  Score: Raw -28484.357745 + Penalty 1817.070769 = -26667.286976
  nChanged 43
		SP:Iteration 1F (6345.090000 sec): 3 clusters
  Score: Raw -28575.739722 + Penalty 1817.070769 = -26758.668954
  nChanged 11
		SP:Iteration 2Q (6345.090000 sec): 3 clusters
  Score: Raw -28619.001168 + Penalty 1817.070769 = -26801.930399
  nChanged 5
		SP:Iteration 3Q (6345.090000 sec): 3 clusters
  Score: Raw -28635.481433 + Penalty 1817.070769 = -26818.410664
  nChanged 3
		SP:Iteration 4Q (6345.090000 sec): 3 clusters
  Score: Raw -28640.164311 + Penalty 1817.070769 = -26823.093543
  nChanged 1
		SP:Iteration 5Q (6345.090000 sec): 3 clusters
  Score: Raw -28641.882653 + Penalty 1817.070769 = -26824.811884
  nChanged 0
		SP:Iteration 6F (6345.090000 sec): 3 clusters
  Score: Raw -28641.882653 + Penalty 1817.070769 = -26824.811884
  nChanged 0
------ Evaluating fit on full set of 4142905 points ------
  Score: Raw -468567138.135559 + Penalty 232743.766501 = -468334394.369059
Time taken for this iteration:6727.840000 seconds.
 20->95 Clusters: Score -468334394.369059, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 3.10 GB would take us to total of 12.39 GB.
------ Running on subset of 1380968 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 15 (3397 points): Lose 179.758241 but Gain 2297.472980
Iteration 0F (6794.780000 sec): 20 clusters
  Score: Raw -140847307.055408 + Penalty 43651.986617 = -140803655.068791
  nChanged 1310418
Iteration 1F (6819.300000 sec): 20 clusters
  Score: Raw -150623947.343222 + Penalty 43651.986617 = -150580295.356605
  nChanged 558874
Iteration 2F (6843.810000 sec): 20 clusters
  Score: Raw -152781051.799374 + Penalty 43651.986617 = -152737399.812757
  nChanged 329185
Iteration 3F (6868.330000 sec): 20 clusters
  Score: Raw -153691893.883034 + Penalty 43651.986617 = -153648241.896417
  nChanged 214288
Iteration 4F (6892.860000 sec): 20 clusters
  Score: Raw -154128306.140259 + Penalty 43651.986617 = -154084654.153642
  nChanged 163248
Iteration 5F (6917.310000 sec): 20 clusters
  Score: Raw -154373645.155391 + Penalty 43651.986617 = -154329993.168774
  nChanged 133209
Iteration 6F (6941.880000 sec): 20 clusters
  Score: Raw -154543908.729578 + Penalty 43651.986617 = -154500256.742961
  nChanged 107959
Iteration 7F (6966.710000 sec): 20 clusters
  Score: Raw -154665555.660704 + Penalty 43651.986617 = -154621903.674087
  nChanged 87390
Iteration 8F (6991.220000 sec): 20 clusters
  Score: Raw -154770727.827018 + Penalty 43651.986617 = -154727075.840401
  nChanged 73682
Iteration 9F (7015.800000 sec): 20 clusters
  Score: Raw -154881521.353771 + Penalty 43651.986617 = -154837869.367154
  nChanged 64860
Iteration 10Q (7023.190000 sec): 20 clusters
  Score: Raw -154952728.879121 + Penalty 43651.986617 = -154909076.892504
  nChanged 51951
Iteration 11Q (7030.330000 sec): 20 clusters
  Score: Raw -155000395.828229 + Penalty 43651.986617 = -154956743.841612
  nChanged 41944
Iteration 12Q (7037.290000 sec): 20 clusters
  Score: Raw -155034055.552117 + Penalty 43651.986617 = -154990403.565500
  nChanged 32451
Iteration 13Q (7044.050000 sec): 20 clusters
  Score: Raw -155055428.528314 + Penalty 43651.986617 = -155011776.541698
  nChanged 25088
Iteration 14Q (7050.580000 sec): 20 clusters
  Score: Raw -155069573.297006 + Penalty 43651.986617 = -155025921.310389
  nChanged 20608
Iteration 15Q (7056.960000 sec): 20 clusters
  Score: Raw -155079522.936903 + Penalty 43651.986617 = -155035870.950286
  nChanged 17226
Iteration 16Q (7063.330000 sec): 20 clusters
  Score: Raw -155086760.638731 + Penalty 43651.986617 = -155043108.652114
  nChanged 14415
Iteration 17Q (7069.540000 sec): 20 clusters
  Score: Raw -155091949.808682 + Penalty 43651.986617 = -155048297.822065
  nChanged 12194
Iteration 18Q (7075.700000 sec): 20 clusters
  Score: Raw -155095758.326355 + Penalty 43651.986617 = -155052106.339738
  nChanged 10390
Iteration 19Q (7081.830000 sec): 20 clusters
  Score: Raw -155098575.915442 + Penalty 43651.986617 = -155054923.928826
  nChanged 8978
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155098575.915442 + Penalty 43651.986617 = -155054923.928826
Memory request: 0.16 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (72136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7082.630000 sec): 2 clusters
  Score: Raw -8267569.445110 + Penalty 1817.775132 = -8265751.669977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7082.830000 sec): 3 clusters
  Score: Raw -8221183.892414 + Penalty 3635.550264 = -8217548.342150
  nChanged 34257
		SP:Iteration 1F (7083.020000 sec): 3 clusters
  Score: Raw -8241035.971603 + Penalty 3635.550264 = -8237400.421339
  nChanged 2682
		SP:Iteration 2Q (7083.220000 sec): 3 clusters
  Score: Raw -8241931.618128 + Penalty 3635.550264 = -8238296.067864
  nChanged 2968
		SP:Iteration 3Q (7083.420000 sec): 3 clusters
  Score: Raw -8243191.041686 + Penalty 3635.550264 = -8239555.491422
  nChanged 3408
		SP:Iteration 4Q (7083.620000 sec): 3 clusters
  Score: Raw -8245203.959092 + Penalty 3635.550264 = -8241568.408827
  nChanged 4224
		SP:Iteration 5F (7083.810000 sec): 3 clusters
  Score: Raw -8248673.780734 + Penalty 3635.550264 = -8245038.230470
  nChanged 5392
		SP:Iteration 6F (7084.000000 sec): 3 clusters
  Score: Raw -8254311.390504 + Penalty 3635.550264 = -8250675.840240
  nChanged 6235
		SP:Iteration 7F (7084.190000 sec): 3 clusters
  Score: Raw -8260790.251192 + Penalty 3635.550264 = -8257154.700927
  nChanged 5979
		SP:Iteration 8F (7084.390000 sec): 3 clusters
  Score: Raw -8266237.438612 + Penalty 3635.550264 = -8262601.888348
  nChanged 4684
		SP:Iteration 9F (7084.580000 sec): 3 clusters
  Score: Raw -8269369.065127 + Penalty 3635.550264 = -8265733.514863
  nChanged 3429
		SP:Iteration 10Q (7084.760000 sec): 3 clusters
  Score: Raw -8270797.730562 + Penalty 3635.550264 = -8267162.180297
  nChanged 2166
		SP:Iteration 11Q (7084.950000 sec): 3 clusters
  Score: Raw -8271348.393303 + Penalty 3635.550264 = -8267712.843038
  nChanged 1328
		SP:Iteration 12Q (7085.140000 sec): 3 clusters
  Score: Raw -8271570.120818 + Penalty 3635.550264 = -8267934.570553
  nChanged 887
		SP:Iteration 13Q (7085.320000 sec): 3 clusters
  Score: Raw -8271690.857417 + Penalty 3635.550264 = -8268055.307153
  nChanged 689
		SP:Iteration 14Q (7085.510000 sec): 3 clusters
  Score: Raw -8271769.602390 + Penalty 3635.550264 = -8268134.052125
  nChanged 569
		SP:Iteration 15Q (7085.690000 sec): 3 clusters
  Score: Raw -8271831.584554 + Penalty 3635.550264 = -8268196.034290
  nChanged 535
		SP:Iteration 16Q (7085.870000 sec): 3 clusters
  Score: Raw -8271886.257907 + Penalty 3635.550264 = -8268250.707643
  nChanged 533
		SP:Iteration 17Q (7086.060000 sec): 3 clusters
  Score: Raw -8271939.826860 + Penalty 3635.550264 = -8268304.276596
  nChanged 575
		SP:Iteration 18Q (7086.240000 sec): 3 clusters
  Score: Raw -8272003.814455 + Penalty 3635.550264 = -8268368.264190
  nChanged 622
		SP:Iteration 19Q (7086.430000 sec): 3 clusters
  Score: Raw -8272073.104875 + Penalty 3635.550264 = -8268437.554611
  nChanged 613
		SP:Iteration 20F (7086.620000 sec): 3 clusters
  Score: Raw -8272140.123048 + Penalty 3635.550264 = -8268504.572783
  nChanged 652
		SP:Iteration 21Q (7086.810000 sec): 3 clusters
  Score: Raw -8272215.398094 + Penalty 3635.550264 = -8268579.847830
  nChanged 652
		SP:Iteration 22Q (7087.000000 sec): 3 clusters
  Score: Raw -8272287.840674 + Penalty 3635.550264 = -8268652.290410
  nChanged 649
		SP:Iteration 23Q (7087.190000 sec): 3 clusters
  Score: Raw -8272363.146083 + Penalty 3635.550264 = -8268727.595819
  nChanged 686
		SP:Iteration 24Q (7087.370000 sec): 3 clusters
  Score: Raw -8272445.773356 + Penalty 3635.550264 = -8268810.223092
  nChanged 692
		SP:Iteration 25Q (7087.560000 sec): 3 clusters
  Score: Raw -8272531.218787 + Penalty 3635.550264 = -8268895.668523
  nChanged 736
		SP:Iteration 26Q (7087.750000 sec): 3 clusters
  Score: Raw -8272623.992454 + Penalty 3635.550264 = -8268988.442190
  nChanged 736
		SP:Iteration 27Q (7087.940000 sec): 3 clusters
  Score: Raw -8272711.075339 + Penalty 3635.550264 = -8269075.525075
  nChanged 695
		SP:Iteration 28Q (7088.130000 sec): 3 clusters
  Score: Raw -8272793.064262 + Penalty 3635.550264 = -8269157.513998
  nChanged 705
		SP:Iteration 29Q (7088.310000 sec): 3 clusters
  Score: Raw -8272878.487824 + Penalty 3635.550264 = -8269242.937560
  nChanged 721
		SP:Iteration 30Q (7088.500000 sec): 3 clusters
  Score: Raw -8272970.353856 + Penalty 3635.550264 = -8269334.803592
  nChanged 721
		SP:Iteration 31Q (7088.690000 sec): 3 clusters
  Score: Raw -8273060.868457 + Penalty 3635.550264 = -8269425.318192
  nChanged 701
		SP:Iteration 32Q (7088.880000 sec): 3 clusters
  Score: Raw -8273144.758945 + Penalty 3635.550264 = -8269509.208681
  nChanged 670
		SP:Iteration 33Q (7089.070000 sec): 3 clusters
  Score: Raw -8273223.522440 + Penalty 3635.550264 = -8269587.972176
  nChanged 651
		SP:Iteration 34Q (7089.250000 sec): 3 clusters
  Score: Raw -8273298.511140 + Penalty 3635.550264 = -8269662.960876
  nChanged 618
		SP:Iteration 35Q (7089.440000 sec): 3 clusters
  Score: Raw -8273367.806906 + Penalty 3635.550264 = -8269732.256641
  nChanged 602
		SP:Iteration 36Q (7089.630000 sec): 3 clusters
  Score: Raw -8273435.061049 + Penalty 3635.550264 = -8269799.510784
  nChanged 586
		SP:Iteration 37Q (7089.820000 sec): 3 clusters
  Score: Raw -8273496.734540 + Penalty 3635.550264 = -8269861.184276
  nChanged 553
		SP:Iteration 38Q (7090.010000 sec): 3 clusters
  Score: Raw -8273555.096798 + Penalty 3635.550264 = -8269919.546534
  nChanged 557
		SP:Iteration 39Q (7090.190000 sec): 3 clusters
  Score: Raw -8273613.368552 + Penalty 3635.550264 = -8269977.818288
  nChanged 522
		SP:Iteration 40F (7090.390000 sec): 3 clusters
  Score: Raw -8273668.654314 + Penalty 3635.550264 = -8270033.104049
  nChanged 544
		SP:Iteration 41Q (7090.580000 sec): 3 clusters
  Score: Raw -8273726.336944 + Penalty 3635.550264 = -8270090.786680
  nChanged 517
		SP:Iteration 42Q (7090.770000 sec): 3 clusters
  Score: Raw -8273779.108638 + Penalty 3635.550264 = -8270143.558373
  nChanged 509
		SP:Iteration 43Q (7090.960000 sec): 3 clusters
  Score: Raw -8273830.705035 + Penalty 3635.550264 = -8270195.154771
  nChanged 468
		SP:Iteration 44Q (7091.150000 sec): 3 clusters
  Score: Raw -8273874.854870 + Penalty 3635.550264 = -8270239.304606
  nChanged 423
		SP:Iteration 45Q (7091.350000 sec): 3 clusters
  Score: Raw -8273912.977371 + Penalty 3635.550264 = -8270277.427107
  nChanged 402
		SP:Iteration 46Q (7091.530000 sec): 3 clusters
  Score: Raw -8273946.293792 + Penalty 3635.550264 = -8270310.743527
  nChanged 352
		SP:Iteration 47Q (7091.730000 sec): 3 clusters
  Score: Raw -8273973.583681 + Penalty 3635.550264 = -8270338.033417
  nChanged 318
		SP:Iteration 48Q (7091.920000 sec): 3 clusters
  Score: Raw -8273996.487928 + Penalty 3635.550264 = -8270360.937664
  nChanged 327
		SP:Iteration 49Q (7092.120000 sec): 3 clusters
  Score: Raw -8274022.348586 + Penalty 3635.550264 = -8270386.798322
  nChanged 320
		SP:Iteration 50Q (7092.310000 sec): 3 clusters
  Score: Raw -8274047.512387 + Penalty 3635.550264 = -8270411.962123
  nChanged 302
		SP:Iteration 51Q (7092.500000 sec): 3 clusters
  Score: Raw -8274069.069638 + Penalty 3635.550264 = -8270433.519373
  nChanged 290
		SP:Iteration 52Q (7092.690000 sec): 3 clusters
  Score: Raw -8274089.622490 + Penalty 3635.550264 = -8270454.072225
  nChanged 294
		SP:Iteration 53Q (7092.890000 sec): 3 clusters
  Score: Raw -8274111.186595 + Penalty 3635.550264 = -8270475.636331
  nChanged 295
		SP:Iteration 54Q (7093.080000 sec): 3 clusters
  Score: Raw -8274132.711284 + Penalty 3635.550264 = -8270497.161020
  nChanged 305
		SP:Iteration 55Q (7093.280000 sec): 3 clusters
  Score: Raw -8274155.634091 + Penalty 3635.550264 = -8270520.083827
  nChanged 282
		SP:Iteration 56Q (7093.470000 sec): 3 clusters
  Score: Raw -8274174.567974 + Penalty 3635.550264 = -8270539.017709
  nChanged 242
		SP:Iteration 57Q (7093.660000 sec): 3 clusters
  Score: Raw -8274190.837210 + Penalty 3635.550264 = -8270555.286946
  nChanged 253
		SP:Iteration 58Q (7093.850000 sec): 3 clusters
  Score: Raw -8274208.568375 + Penalty 3635.550264 = -8270573.018111
  nChanged 255
		SP:Iteration 59Q (7094.050000 sec): 3 clusters
  Score: Raw -8274226.953907 + Penalty 3635.550264 = -8270591.403643
  nChanged 250
		SP:Iteration 60F (7094.240000 sec): 3 clusters
  Score: Raw -8274244.017834 + Penalty 3635.550264 = -8270608.467570
  nChanged 214
		SP:Iteration 61Q (7094.430000 sec): 3 clusters
  Score: Raw -8274257.822849 + Penalty 3635.550264 = -8270622.272585
  nChanged 214
		SP:Iteration 62Q (7094.620000 sec): 3 clusters
  Score: Raw -8274270.826594 + Penalty 3635.550264 = -8270635.276330
  nChanged 191
		SP:Iteration 63Q (7094.820000 sec): 3 clusters
  Score: Raw -8274281.982907 + Penalty 3635.550264 = -8270646.432643
  nChanged 182
		SP:Iteration 64Q (7095.010000 sec): 3 clusters
  Score: Raw -8274291.660484 + Penalty 3635.550264 = -8270656.110220
  nChanged 170
		SP:Iteration 65Q (7095.200000 sec): 3 clusters
  Score: Raw -8274301.305661 + Penalty 3635.550264 = -8270665.755397
  nChanged 155
		SP:Iteration 66Q (7095.400000 sec): 3 clusters
  Score: Raw -8274309.653106 + Penalty 3635.550264 = -8270674.102842
  nChanged 163
		SP:Iteration 67Q (7095.590000 sec): 3 clusters
  Score: Raw -8274317.849067 + Penalty 3635.550264 = -8270682.298803
  nChanged 131
		SP:Iteration 68Q (7095.780000 sec): 3 clusters
  Score: Raw -8274324.408559 + Penalty 3635.550264 = -8270688.858295
  nChanged 141
		SP:Iteration 69Q (7095.980000 sec): 3 clusters
  Score: Raw -8274331.338009 + Penalty 3635.550264 = -8270695.787745
  nChanged 136
		SP:Iteration 70Q (7096.170000 sec): 3 clusters
  Score: Raw -8274338.505188 + Penalty 3635.550264 = -8270702.954924
  nChanged 137
		SP:Iteration 71Q (7096.370000 sec): 3 clusters
  Score: Raw -8274344.981531 + Penalty 3635.550264 = -8270709.431267
  nChanged 121
		SP:Iteration 72Q (7096.560000 sec): 3 clusters
  Score: Raw -8274350.389287 + Penalty 3635.550264 = -8270714.839022
  nChanged 114
		SP:Iteration 73Q (7096.750000 sec): 3 clusters
  Score: Raw -8274354.946706 + Penalty 3635.550264 = -8270719.396442
  nChanged 107
		SP:Iteration 74Q (7096.940000 sec): 3 clusters
  Score: Raw -8274359.090097 + Penalty 3635.550264 = -8270723.539833
  nChanged 81
		SP:Iteration 75Q (7097.140000 sec): 3 clusters
  Score: Raw -8274361.853119 + Penalty 3635.550264 = -8270726.302855
  nChanged 72
		SP:Iteration 76Q (7097.330000 sec): 3 clusters
  Score: Raw -8274364.183989 + Penalty 3635.550264 = -8270728.633725
  nChanged 62
		SP:Iteration 77Q (7097.530000 sec): 3 clusters
  Score: Raw -8274366.060276 + Penalty 3635.550264 = -8270730.510012
  nChanged 52
		SP:Iteration 78Q (7097.720000 sec): 3 clusters
  Score: Raw -8274367.413724 + Penalty 3635.550264 = -8270731.863459
  nChanged 53
		SP:Iteration 79Q (7097.910000 sec): 3 clusters
  Score: Raw -8274368.973999 + Penalty 3635.550264 = -8270733.423735
  nChanged 49
		SP:Iteration 80F (7098.100000 sec): 3 clusters
  Score: Raw -8274370.102913 + Penalty 3635.550264 = -8270734.552649
  nChanged 30
		SP:Iteration 81Q (7098.300000 sec): 3 clusters
  Score: Raw -8274370.792160 + Penalty 3635.550264 = -8270735.241896
  nChanged 23
		SP:Iteration 82Q (7098.500000 sec): 3 clusters
  Score: Raw -8274371.329092 + Penalty 3635.550264 = -8270735.778828
  nChanged 21
		SP:Iteration 83Q (7098.690000 sec): 3 clusters
  Score: Raw -8274371.748361 + Penalty 3635.550264 = -8270736.198097
  nChanged 16
		SP:Iteration 84Q (7098.880000 sec): 3 clusters
  Score: Raw -8274372.017510 + Penalty 3635.550264 = -8270736.467245
  nChanged 11
		SP:Iteration 85Q (7099.080000 sec): 3 clusters
  Score: Raw -8274372.206162 + Penalty 3635.550264 = -8270736.655897
  nChanged 5
		SP:Iteration 86Q (7099.270000 sec): 3 clusters
  Score: Raw -8274372.291993 + Penalty 3635.550264 = -8270736.741729
  nChanged 5
		SP:Iteration 87Q (7099.470000 sec): 3 clusters
  Score: Raw -8274372.399456 + Penalty 3635.550264 = -8270736.849191
  nChanged 7
		SP:Iteration 88Q (7099.660000 sec): 3 clusters
  Score: Raw -8274372.520209 + Penalty 3635.550264 = -8270736.969945
  nChanged 7
		SP:Iteration 89Q (7099.860000 sec): 3 clusters
  Score: Raw -8274372.633861 + Penalty 3635.550264 = -8270737.083596
  nChanged 4
		SP:Iteration 90Q (7100.060000 sec): 3 clusters
  Score: Raw -8274372.688085 + Penalty 3635.550264 = -8270737.137821
  nChanged 3
		SP:Iteration 91Q (7100.250000 sec): 3 clusters
  Score: Raw -8274372.729601 + Penalty 3635.550264 = -8270737.179337
  nChanged 2
		SP:Iteration 92Q (7100.440000 sec): 3 clusters
  Score: Raw -8274372.754575 + Penalty 3635.550264 = -8270737.204311
  nChanged 2
		SP:Iteration 93Q (7100.640000 sec): 3 clusters
  Score: Raw -8274372.784148 + Penalty 3635.550264 = -8270737.233884
  nChanged 2
		SP:Iteration 94Q (7100.830000 sec): 3 clusters
  Score: Raw -8274372.813433 + Penalty 3635.550264 = -8270737.263168
  nChanged 1
		SP:Iteration 95Q (7101.020000 sec): 3 clusters
  Score: Raw -8274372.821524 + Penalty 3635.550264 = -8270737.271259
  nChanged 1
		SP:Iteration 96Q (7101.220000 sec): 3 clusters
  Score: Raw -8274372.830930 + Penalty 3635.550264 = -8270737.280666
  nChanged 3
		SP:Iteration 97Q (7101.410000 sec): 3 clusters
  Score: Raw -8274372.889213 + Penalty 3635.550264 = -8270737.338949
  nChanged 0
		SP:Iteration 98F (7101.600000 sec): 3 clusters
  Score: Raw -8274372.889213 + Penalty 3635.550264 = -8270737.338949
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 15.
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (6274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7101.670000 sec): 2 clusters
  Score: Raw -596437.270193 + Penalty 1420.927526 = -595016.342667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7101.680000 sec): 3 clusters
  Score: Raw -593297.065979 + Penalty 2841.855051 = -590455.210928
  nChanged 2676
		SP:Iteration 1F (7101.700000 sec): 3 clusters
  Score: Raw -596317.745025 + Penalty 2841.855051 = -593475.889974
  nChanged 980
		SP:Iteration 2F (7101.720000 sec): 3 clusters
  Score: Raw -598338.015563 + Penalty 2841.855051 = -595496.160512
  nChanged 784
		SP:Iteration 3F (7101.730000 sec): 3 clusters
  Score: Raw -599902.061515 + Penalty 2841.855051 = -597060.206464
  nChanged 509
		SP:Iteration 4F (7101.750000 sec): 3 clusters
  Score: Raw -600671.131945 + Penalty 2841.855051 = -597829.276894
  nChanged 309
		SP:Iteration 5Q (7101.760000 sec): 3 clusters
  Score: Raw -601043.106187 + Penalty 2841.855051 = -598201.251135
  nChanged 179
		SP:Iteration 6Q (7101.780000 sec): 3 clusters
  Score: Raw -601272.910624 + Penalty 2841.855051 = -598431.055573
  nChanged 125
		SP:Iteration 7Q (7101.800000 sec): 3 clusters
  Score: Raw -601390.972721 + Penalty 2841.855051 = -598549.117670
  nChanged 89
		SP:Iteration 8Q (7101.810000 sec): 3 clusters
  Score: Raw -601453.551988 + Penalty 2841.855051 = -598611.696937
  nChanged 52
		SP:Iteration 9Q (7101.820000 sec): 3 clusters
  Score: Raw -601474.842516 + Penalty 2841.855051 = -598632.987465
  nChanged 23
		SP:Iteration 10Q (7101.840000 sec): 3 clusters
  Score: Raw -601482.406770 + Penalty 2841.855051 = -598640.551718
  nChanged 15
		SP:Iteration 11Q (7101.850000 sec): 3 clusters
  Score: Raw -601486.292783 + Penalty 2841.855051 = -598644.437731
  nChanged 15
		SP:Iteration 12Q (7101.860000 sec): 3 clusters
  Score: Raw -601496.076739 + Penalty 2841.855051 = -598654.221688
  nChanged 23
		SP:Iteration 13Q (7101.880000 sec): 3 clusters
  Score: Raw -601510.162789 + Penalty 2841.855051 = -598668.307738
  nChanged 26
		SP:Iteration 14Q (7101.900000 sec): 3 clusters
  Score: Raw -601528.142854 + Penalty 2841.855051 = -598686.287803
  nChanged 34
		SP:Iteration 15Q (7101.910000 sec): 3 clusters
  Score: Raw -601549.964647 + Penalty 2841.855051 = -598708.109596
  nChanged 37
		SP:Iteration 16Q (7101.920000 sec): 3 clusters
  Score: Raw -601585.676822 + Penalty 2841.855051 = -598743.821771
  nChanged 39
		SP:Iteration 17Q (7101.940000 sec): 3 clusters
  Score: Raw -601616.817526 + Penalty 2841.855051 = -598774.962474
  nChanged 42
		SP:Iteration 18Q (7101.950000 sec): 3 clusters
  Score: Raw -601636.265021 + Penalty 2841.855051 = -598794.409970
  nChanged 27
		SP:Iteration 19Q (7101.960000 sec): 3 clusters
  Score: Raw -601652.007893 + Penalty 2841.855051 = -598810.152841
  nChanged 14
		SP:Iteration 20F (7101.980000 sec): 3 clusters
  Score: Raw -601655.953651 + Penalty 2841.855051 = -598814.098600
  nChanged 14
		SP:Iteration 21Q (7101.990000 sec): 3 clusters
  Score: Raw -601663.119594 + Penalty 2841.855051 = -598821.264542
  nChanged 12
		SP:Iteration 22Q (7102.010000 sec): 3 clusters
  Score: Raw -601667.133662 + Penalty 2841.855051 = -598825.278611
  nChanged 11
		SP:Iteration 23Q (7102.020000 sec): 3 clusters
  Score: Raw -601669.827276 + Penalty 2841.855051 = -598827.972225
  nChanged 6
		SP:Iteration 24Q (7102.040000 sec): 3 clusters
  Score: Raw -601671.304304 + Penalty 2841.855051 = -598829.449253
  nChanged 11
		SP:Iteration 25Q (7102.050000 sec): 3 clusters
  Score: Raw -601673.449842 + Penalty 2841.855051 = -598831.594790
  nChanged 5
		SP:Iteration 26Q (7102.060000 sec): 3 clusters
  Score: Raw -601674.242807 + Penalty 2841.855051 = -598832.387755
  nChanged 3
		SP:Iteration 27Q (7102.080000 sec): 3 clusters
  Score: Raw -601674.702734 + Penalty 2841.855051 = -598832.847683
  nChanged 3
		SP:Iteration 28Q (7102.090000 sec): 3 clusters
  Score: Raw -601675.057486 + Penalty 2841.855051 = -598833.202435
  nChanged 1
		SP:Iteration 29Q (7102.100000 sec): 3 clusters
  Score: Raw -601675.166630 + Penalty 2841.855051 = -598833.311578
  nChanged 1
		SP:Iteration 30Q (7102.120000 sec): 3 clusters
  Score: Raw -601675.248870 + Penalty 2841.855051 = -598833.393818
  nChanged 0
		SP:Iteration 31F (7102.140000 sec): 3 clusters
  Score: Raw -601675.248870 + Penalty 2841.855051 = -598833.393818
  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 12.55 GB.

 Trying to split cluster 3 (24711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7102.210000 sec): 2 clusters
  Score: Raw -2733806.583831 + Penalty 1643.688112 = -2732162.895719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7102.280000 sec): 3 clusters
  Score: Raw -2718775.016703 + Penalty 3287.376224 = -2715487.640479
  nChanged 11346
		SP:Iteration 1F (7102.340000 sec): 3 clusters
  Score: Raw -2726163.687431 + Penalty 3287.376224 = -2722876.311207
  nChanged 2219
		SP:Iteration 2F (7102.400000 sec): 3 clusters
  Score: Raw -2729974.845173 + Penalty 3287.376224 = -2726687.468949
  nChanged 2979
		SP:Iteration 3F (7102.470000 sec): 3 clusters
  Score: Raw -2737760.004395 + Penalty 3287.376224 = -2734472.628170
  nChanged 2942
		SP:Iteration 4F (7102.530000 sec): 3 clusters
  Score: Raw -2742480.798520 + Penalty 3287.376224 = -2739193.422296
  nChanged 2010
		SP:Iteration 5F (7102.600000 sec): 3 clusters
  Score: Raw -2743915.580864 + Penalty 3287.376224 = -2740628.204639
  nChanged 1043
		SP:Iteration 6Q (7102.660000 sec): 3 clusters
  Score: Raw -2744493.892499 + Penalty 3287.376224 = -2741206.516275
  nChanged 678
		SP:Iteration 7Q (7102.710000 sec): 3 clusters
  Score: Raw -2744848.256930 + Penalty 3287.376224 = -2741560.880705
  nChanged 613
		SP:Iteration 8Q (7102.770000 sec): 3 clusters
  Score: Raw -2745182.881708 + Penalty 3287.376224 = -2741895.505484
  nChanged 575
		SP:Iteration 9Q (7102.830000 sec): 3 clusters
  Score: Raw -2745549.982979 + Penalty 3287.376224 = -2742262.606754
  nChanged 568
		SP:Iteration 10Q (7102.880000 sec): 3 clusters
  Score: Raw -2745968.156042 + Penalty 3287.376224 = -2742680.779818
  nChanged 579
		SP:Iteration 11Q (7102.940000 sec): 3 clusters
  Score: Raw -2746620.256496 + Penalty 3287.376224 = -2743332.880271
  nChanged 550
		SP:Iteration 12Q (7102.990000 sec): 3 clusters
  Score: Raw -2747556.269903 + Penalty 3287.376224 = -2744268.893678
  nChanged 422
		SP:Iteration 13Q (7103.040000 sec): 3 clusters
  Score: Raw -2748316.508563 + Penalty 3287.376224 = -2745029.132339
  nChanged 322
		SP:Iteration 14Q (7103.090000 sec): 3 clusters
  Score: Raw -2748732.338650 + Penalty 3287.376224 = -2745444.962425
  nChanged 262
		SP:Iteration 15Q (7103.140000 sec): 3 clusters
  Score: Raw -2748983.029881 + Penalty 3287.376224 = -2745695.653657
  nChanged 208
		SP:Iteration 16Q (7103.190000 sec): 3 clusters
  Score: Raw -2749159.040578 + Penalty 3287.376224 = -2745871.664353
  nChanged 157
		SP:Iteration 17Q (7103.230000 sec): 3 clusters
  Score: Raw -2749301.607670 + Penalty 3287.376224 = -2746014.231445
  nChanged 141
		SP:Iteration 18Q (7103.280000 sec): 3 clusters
  Score: Raw -2749444.236969 + Penalty 3287.376224 = -2746156.860745
  nChanged 119
		SP:Iteration 19Q (7103.320000 sec): 3 clusters
  Score: Raw -2749559.894189 + Penalty 3287.376224 = -2746272.517965
  nChanged 100
		SP:Iteration 20F (7103.390000 sec): 3 clusters
  Score: Raw -2749656.548699 + Penalty 3287.376224 = -2746369.172474
  nChanged 80
		SP:Iteration 21Q (7103.430000 sec): 3 clusters
  Score: Raw -2749722.132625 + Penalty 3287.376224 = -2746434.756400
  nChanged 66
		SP:Iteration 22Q (7103.480000 sec): 3 clusters
  Score: Raw -2749768.491588 + Penalty 3287.376224 = -2746481.115364
  nChanged 58
		SP:Iteration 23Q (7103.520000 sec): 3 clusters
  Score: Raw -2749804.575635 + Penalty 3287.376224 = -2746517.199411
  nChanged 45
		SP:Iteration 24Q (7103.560000 sec): 3 clusters
  Score: Raw -2749829.190586 + Penalty 3287.376224 = -2746541.814362
  nChanged 34
		SP:Iteration 25Q (7103.600000 sec): 3 clusters
  Score: Raw -2749844.987005 + Penalty 3287.376224 = -2746557.610781
  nChanged 36
		SP:Iteration 26Q (7103.650000 sec): 3 clusters
  Score: Raw -2749860.586809 + Penalty 3287.376224 = -2746573.210584
  nChanged 30
		SP:Iteration 27Q (7103.690000 sec): 3 clusters
  Score: Raw -2749871.397892 + Penalty 3287.376224 = -2746584.021667
  nChanged 16
		SP:Iteration 28Q (7103.740000 sec): 3 clusters
  Score: Raw -2749875.555969 + Penalty 3287.376224 = -2746588.179745
  nChanged 7
		SP:Iteration 29Q (7103.780000 sec): 3 clusters
  Score: Raw -2749876.718447 + Penalty 3287.376224 = -2746589.342223
  nChanged 5
		SP:Iteration 30Q (7103.820000 sec): 3 clusters
  Score: Raw -2749877.684810 + Penalty 3287.376224 = -2746590.308586
  nChanged 4
		SP:Iteration 31Q (7103.870000 sec): 3 clusters
  Score: Raw -2749878.414604 + Penalty 3287.376224 = -2746591.038380
  nChanged 4
		SP:Iteration 32Q (7103.910000 sec): 3 clusters
  Score: Raw -2749878.984602 + Penalty 3287.376224 = -2746591.608377
  nChanged 7
		SP:Iteration 33Q (7103.960000 sec): 3 clusters
  Score: Raw -2749880.457795 + Penalty 3287.376224 = -2746593.081571
  nChanged 6
		SP:Iteration 34Q (7104.000000 sec): 3 clusters
  Score: Raw -2749881.598301 + Penalty 3287.376224 = -2746594.222076
  nChanged 4
		SP:Iteration 35Q (7104.040000 sec): 3 clusters
  Score: Raw -2749882.201332 + Penalty 3287.376224 = -2746594.825107
  nChanged 4
		SP:Iteration 36Q (7104.090000 sec): 3 clusters
  Score: Raw -2749882.498500 + Penalty 3287.376224 = -2746595.122276
  nChanged 0
		SP:Iteration 37F (7104.150000 sec): 3 clusters
  Score: Raw -2749882.498500 + Penalty 3287.376224 = -2746595.122276
  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 12.55 GB.

 Trying to split cluster 4 (8792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7104.190000 sec): 2 clusters
  Score: Raw -871348.330846 + Penalty 1475.759593 = -869872.571253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7104.220000 sec): 3 clusters
  Score: Raw -866755.783900 + Penalty 2951.519186 = -863804.264714
  nChanged 3878
		SP:Iteration 1F (7104.240000 sec): 3 clusters
  Score: Raw -870789.054453 + Penalty 2951.519186 = -867837.535267
  nChanged 1274
		SP:Iteration 2F (7104.260000 sec): 3 clusters
  Score: Raw -874917.724386 + Penalty 2951.519186 = -871966.205199
  nChanged 1698
		SP:Iteration 3F (7104.280000 sec): 3 clusters
  Score: Raw -885270.356837 + Penalty 2951.519186 = -882318.837651
  nChanged 1065
		SP:Iteration 4F (7104.300000 sec): 3 clusters
  Score: Raw -898424.458349 + Penalty 2951.519186 = -895472.939163
  nChanged 402
		SP:Iteration 5Q (7104.320000 sec): 3 clusters
  Score: Raw -903860.727201 + Penalty 2951.519186 = -900909.208015
  nChanged 197
		SP:Iteration 6Q (7104.340000 sec): 3 clusters
  Score: Raw -904448.677706 + Penalty 2951.519186 = -901497.158520
  nChanged 108
		SP:Iteration 7Q (7104.350000 sec): 3 clusters
  Score: Raw -904863.277829 + Penalty 2951.519186 = -901911.758642
  nChanged 78
		SP:Iteration 8Q (7104.370000 sec): 3 clusters
  Score: Raw -905200.936878 + Penalty 2951.519186 = -902249.417692
  nChanged 59
		SP:Iteration 9Q (7104.380000 sec): 3 clusters
  Score: Raw -905392.849680 + Penalty 2951.519186 = -902441.330494
  nChanged 39
		SP:Iteration 10Q (7104.400000 sec): 3 clusters
  Score: Raw -905479.542365 + Penalty 2951.519186 = -902528.023179
  nChanged 21
		SP:Iteration 11Q (7104.410000 sec): 3 clusters
  Score: Raw -905504.549939 + Penalty 2951.519186 = -902553.030753
  nChanged 8
		SP:Iteration 12Q (7104.430000 sec): 3 clusters
  Score: Raw -905508.293614 + Penalty 2951.519186 = -902556.774428
  nChanged 1
		SP:Iteration 13Q (7104.440000 sec): 3 clusters
  Score: Raw -905508.429531 + Penalty 2951.519186 = -902556.910345
  nChanged 0
		SP:Iteration 14F (7104.460000 sec): 3 clusters
  Score: Raw -905553.860437 + Penalty 2951.519186 = -902602.341250
  nChanged 21
		SP:Iteration 15Q (7104.480000 sec): 3 clusters
  Score: Raw -905625.676292 + Penalty 2951.519186 = -902674.157106
  nChanged 18
		SP:Iteration 16Q (7104.500000 sec): 3 clusters
  Score: Raw -905653.302197 + Penalty 2951.519186 = -902701.783010
  nChanged 13
		SP:Iteration 17Q (7104.510000 sec): 3 clusters
  Score: Raw -905662.767221 + Penalty 2951.519186 = -902711.248035
  nChanged 3
		SP:Iteration 18Q (7104.520000 sec): 3 clusters
  Score: Raw -905668.287310 + Penalty 2951.519186 = -902716.768124
  nChanged 4
		SP:Iteration 19Q (7104.540000 sec): 3 clusters
  Score: Raw -905674.524587 + Penalty 2951.519186 = -902723.005401
  nChanged 5
		SP:Iteration 20F (7104.560000 sec): 3 clusters
  Score: Raw -905679.828857 + Penalty 2951.519186 = -902728.309671
  nChanged 4
		SP:Iteration 21Q (7104.580000 sec): 3 clusters
  Score: Raw -905684.289214 + Penalty 2951.519186 = -902732.770028
  nChanged 1
		SP:Iteration 22Q (7104.590000 sec): 3 clusters
  Score: Raw -905690.714435 + Penalty 2951.519186 = -902739.195249
  nChanged 6
		SP:Iteration 23Q (7104.610000 sec): 3 clusters
  Score: Raw -905695.590704 + Penalty 2951.519186 = -902744.071518
  nChanged 5
		SP:Iteration 24Q (7104.620000 sec): 3 clusters
  Score: Raw -905704.267136 + Penalty 2951.519186 = -902752.747950
  nChanged 5
		SP:Iteration 25Q (7104.640000 sec): 3 clusters
  Score: Raw -905721.947481 + Penalty 2951.519186 = -902770.428295
  nChanged 7
		SP:Iteration 26Q (7104.660000 sec): 3 clusters
  Score: Raw -905749.043427 + Penalty 2951.519186 = -902797.524241
  nChanged 9
		SP:Iteration 27Q (7104.670000 sec): 3 clusters
  Score: Raw -905803.178058 + Penalty 2951.519186 = -902851.658872
  nChanged 19
		SP:Iteration 28Q (7104.680000 sec): 3 clusters
  Score: Raw -905923.025330 + Penalty 2951.519186 = -902971.506144
  nChanged 18
		SP:Iteration 29Q (7104.700000 sec): 3 clusters
  Score: Raw -906030.054866 + Penalty 2951.519186 = -903078.535680
  nChanged 15
		SP:Iteration 30Q (7104.720000 sec): 3 clusters
  Score: Raw -906141.199868 + Penalty 2951.519186 = -903189.680681
  nChanged 14
		SP:Iteration 31Q (7104.730000 sec): 3 clusters
  Score: Raw -906264.503492 + Penalty 2951.519186 = -903312.984306
  nChanged 15
		SP:Iteration 32Q (7104.740000 sec): 3 clusters
  Score: Raw -906381.362237 + Penalty 2951.519186 = -903429.843051
  nChanged 11
		SP:Iteration 33Q (7104.760000 sec): 3 clusters
  Score: Raw -906429.990063 + Penalty 2951.519186 = -903478.470877
  nChanged 5
		SP:Iteration 34Q (7104.780000 sec): 3 clusters
  Score: Raw -906448.900770 + Penalty 2951.519186 = -903497.381584
  nChanged 2
		SP:Iteration 35Q (7104.790000 sec): 3 clusters
  Score: Raw -906450.986761 + Penalty 2951.519186 = -903499.467574
  nChanged 0
		SP:Iteration 36F (7104.810000 sec): 3 clusters
  Score: Raw -906620.829705 + Penalty 2951.519186 = -903669.310519
  nChanged 19
		SP:Iteration 37Q (7104.830000 sec): 3 clusters
  Score: Raw -906770.551301 + Penalty 2951.519186 = -903819.032115
  nChanged 16
		SP:Iteration 38Q (7104.840000 sec): 3 clusters
  Score: Raw -906794.821083 + Penalty 2951.519186 = -903843.301897
  nChanged 11
		SP:Iteration 39Q (7104.860000 sec): 3 clusters
  Score: Raw -906804.887259 + Penalty 2951.519186 = -903853.368073
  nChanged 8
		SP:Iteration 40F (7104.880000 sec): 3 clusters
  Score: Raw -906812.333502 + Penalty 2951.519186 = -903860.814316
  nChanged 3
		SP:Iteration 41Q (7104.900000 sec): 3 clusters
  Score: Raw -906814.087729 + Penalty 2951.519186 = -903862.568543
  nChanged 1
		SP:Iteration 42Q (7104.910000 sec): 3 clusters
  Score: Raw -906814.843223 + Penalty 2951.519186 = -903863.324037
  nChanged 1
		SP:Iteration 43Q (7104.920000 sec): 3 clusters
  Score: Raw -906816.005529 + Penalty 2951.519186 = -903864.486343
  nChanged 1
		SP:Iteration 44Q (7104.940000 sec): 3 clusters
  Score: Raw -906816.514734 + Penalty 2951.519186 = -903864.995548
  nChanged 0
		SP:Iteration 45F (7104.960000 sec): 3 clusters
  Score: Raw -906816.514734 + Penalty 2951.519186 = -903864.995548
  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 12.55 GB.

 Trying to split cluster 5 (136481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7106.370000 sec): 2 clusters
  Score: Raw -15719536.759698 + Penalty 1921.390362 = -15717615.369336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7106.740000 sec): 3 clusters
  Score: Raw -15629712.379829 + Penalty 3842.780724 = -15625869.599104
  nChanged 65896
		SP:Iteration 1F (7107.100000 sec): 3 clusters
  Score: Raw -15673302.679670 + Penalty 3842.780724 = -15669459.898946
  nChanged 11817
		SP:Iteration 2F (7107.470000 sec): 3 clusters
  Score: Raw -15691250.840378 + Penalty 3842.780724 = -15687408.059653
  nChanged 17456
		SP:Iteration 3F (7107.830000 sec): 3 clusters
  Score: Raw -15714543.406125 + Penalty 3842.780724 = -15710700.625400
  nChanged 15849
		SP:Iteration 4F (7108.190000 sec): 3 clusters
  Score: Raw -15730230.759235 + Penalty 3842.780724 = -15726387.978511
  nChanged 9346
		SP:Iteration 5F (7108.560000 sec): 3 clusters
  Score: Raw -15736988.910877 + Penalty 3842.780724 = -15733146.130153
  nChanged 4928
		SP:Iteration 6Q (7108.920000 sec): 3 clusters
  Score: Raw -15739760.497122 + Penalty 3842.780724 = -15735917.716398
  nChanged 2929
		SP:Iteration 7Q (7109.280000 sec): 3 clusters
  Score: Raw -15741433.326184 + Penalty 3842.780724 = -15737590.545460
  nChanged 2131
		SP:Iteration 8Q (7109.640000 sec): 3 clusters
  Score: Raw -15742926.879218 + Penalty 3842.780724 = -15739084.098494
  nChanged 1886
		SP:Iteration 9Q (7110.000000 sec): 3 clusters
  Score: Raw -15744470.746741 + Penalty 3842.780724 = -15740627.966017
  nChanged 1749
		SP:Iteration 10Q (7110.350000 sec): 3 clusters
  Score: Raw -15746090.882297 + Penalty 3842.780724 = -15742248.101572
  nChanged 1692
		SP:Iteration 11Q (7110.680000 sec): 3 clusters
  Score: Raw -15747833.984624 + Penalty 3842.780724 = -15743991.203900
  nChanged 1549
		SP:Iteration 12Q (7111.000000 sec): 3 clusters
  Score: Raw -15749634.329222 + Penalty 3842.780724 = -15745791.548498
  nChanged 1237
		SP:Iteration 13Q (7111.310000 sec): 3 clusters
  Score: Raw -15751086.506798 + Penalty 3842.780724 = -15747243.726074
  nChanged 988
		SP:Iteration 14Q (7111.610000 sec): 3 clusters
  Score: Raw -15752102.605474 + Penalty 3842.780724 = -15748259.824750
  nChanged 738
		SP:Iteration 15Q (7111.890000 sec): 3 clusters
  Score: Raw -15752621.413641 + Penalty 3842.780724 = -15748778.632917
  nChanged 503
		SP:Iteration 16Q (7112.170000 sec): 3 clusters
  Score: Raw -15752866.621585 + Penalty 3842.780724 = -15749023.840861
  nChanged 353
		SP:Iteration 17Q (7112.440000 sec): 3 clusters
  Score: Raw -15752973.280045 + Penalty 3842.780724 = -15749130.499321
  nChanged 228
		SP:Iteration 18Q (7112.710000 sec): 3 clusters
  Score: Raw -15753020.091293 + Penalty 3842.780724 = -15749177.310569
  nChanged 155
		SP:Iteration 19Q (7112.980000 sec): 3 clusters
  Score: Raw -15753040.747856 + Penalty 3842.780724 = -15749197.967132
  nChanged 87
		SP:Iteration 20F (7113.340000 sec): 3 clusters
  Score: Raw -15753049.021112 + Penalty 3842.780724 = -15749206.240388
  nChanged 61
		SP:Iteration 21Q (7113.610000 sec): 3 clusters
  Score: Raw -15753053.988467 + Penalty 3842.780724 = -15749211.207743
  nChanged 42
		SP:Iteration 22Q (7113.890000 sec): 3 clusters
  Score: Raw -15753056.646288 + Penalty 3842.780724 = -15749213.865564
  nChanged 26
		SP:Iteration 23Q (7114.160000 sec): 3 clusters
  Score: Raw -15753057.866450 + Penalty 3842.780724 = -15749215.085726
  nChanged 20
		SP:Iteration 24Q (7114.430000 sec): 3 clusters
  Score: Raw -15753058.890059 + Penalty 3842.780724 = -15749216.109335
  nChanged 12
		SP:Iteration 25Q (7114.700000 sec): 3 clusters
  Score: Raw -15753059.366814 + Penalty 3842.780724 = -15749216.586090
  nChanged 8
		SP:Iteration 26Q (7114.980000 sec): 3 clusters
  Score: Raw -15753059.741984 + Penalty 3842.780724 = -15749216.961260
  nChanged 4
		SP:Iteration 27Q (7115.250000 sec): 3 clusters
  Score: Raw -15753059.861616 + Penalty 3842.780724 = -15749217.080892
  nChanged 1
		SP:Iteration 28Q (7115.520000 sec): 3 clusters
  Score: Raw -15753059.865837 + Penalty 3842.780724 = -15749217.085113
  nChanged 0
		SP:Iteration 29F (7115.880000 sec): 3 clusters
  Score: Raw -15753059.865837 + Penalty 3842.780724 = -15749217.085113
  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 12.55 GB.

 Trying to split cluster 6 (69905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7116.100000 sec): 2 clusters
  Score: Raw -8138205.883438 + Penalty 1812.670024 = -8136393.213414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7116.290000 sec): 3 clusters
  Score: Raw -8093230.059722 + Penalty 3625.340048 = -8089604.719674
  nChanged 33290
		SP:Iteration 1F (7116.480000 sec): 3 clusters
  Score: Raw -8113309.683591 + Penalty 3625.340048 = -8109684.343543
  nChanged 3682
		SP:Iteration 2F (7116.670000 sec): 3 clusters
  Score: Raw -8114989.039902 + Penalty 3625.340048 = -8111363.699854
  nChanged 4199
		SP:Iteration 3F (7116.860000 sec): 3 clusters
  Score: Raw -8117278.991781 + Penalty 3625.340048 = -8113653.651733
  nChanged 4695
		SP:Iteration 4F (7117.040000 sec): 3 clusters
  Score: Raw -8120258.057507 + Penalty 3625.340048 = -8116632.717458
  nChanged 4938
		SP:Iteration 5F (7117.230000 sec): 3 clusters
  Score: Raw -8123742.999258 + Penalty 3625.340048 = -8120117.659210
  nChanged 4831
		SP:Iteration 6F (7117.420000 sec): 3 clusters
  Score: Raw -8127286.069393 + Penalty 3625.340048 = -8123660.729345
  nChanged 4241
		SP:Iteration 7F (7117.600000 sec): 3 clusters
  Score: Raw -8130400.302414 + Penalty 3625.340048 = -8126774.962365
  nChanged 3467
		SP:Iteration 8Q (7117.790000 sec): 3 clusters
  Score: Raw -8133051.927262 + Penalty 3625.340048 = -8129426.587213
  nChanged 2860
		SP:Iteration 9Q (7117.970000 sec): 3 clusters
  Score: Raw -8135340.778778 + Penalty 3625.340048 = -8131715.438729
  nChanged 2210
		SP:Iteration 10Q (7118.150000 sec): 3 clusters
  Score: Raw -8137188.532562 + Penalty 3625.340048 = -8133563.192513
  nChanged 1463
		SP:Iteration 11Q (7118.330000 sec): 3 clusters
  Score: Raw -8138302.478731 + Penalty 3625.340048 = -8134677.138683
  nChanged 909
		SP:Iteration 12Q (7118.500000 sec): 3 clusters
  Score: Raw -8138880.149160 + Penalty 3625.340048 = -8135254.809111
  nChanged 576
		SP:Iteration 13Q (7118.660000 sec): 3 clusters
  Score: Raw -8139185.785863 + Penalty 3625.340048 = -8135560.445815
  nChanged 368
		SP:Iteration 14Q (7118.820000 sec): 3 clusters
  Score: Raw -8139359.309452 + Penalty 3625.340048 = -8135733.969404
  nChanged 236
		SP:Iteration 15Q (7118.980000 sec): 3 clusters
  Score: Raw -8139468.929714 + Penalty 3625.340048 = -8135843.589665
  nChanged 168
		SP:Iteration 16Q (7119.130000 sec): 3 clusters
  Score: Raw -8139557.057960 + Penalty 3625.340048 = -8135931.717912
  nChanged 162
		SP:Iteration 17Q (7119.290000 sec): 3 clusters
  Score: Raw -8139627.948620 + Penalty 3625.340048 = -8136002.608571
  nChanged 123
		SP:Iteration 18Q (7119.440000 sec): 3 clusters
  Score: Raw -8139688.565244 + Penalty 3625.340048 = -8136063.225196
  nChanged 136
		SP:Iteration 19Q (7119.590000 sec): 3 clusters
  Score: Raw -8139751.740773 + Penalty 3625.340048 = -8136126.400725
  nChanged 129
		SP:Iteration 20F (7119.780000 sec): 3 clusters
  Score: Raw -8139814.054885 + Penalty 3625.340048 = -8136188.714837
  nChanged 138
		SP:Iteration 21Q (7119.920000 sec): 3 clusters
  Score: Raw -8139887.125703 + Penalty 3625.340048 = -8136261.785655
  nChanged 142
		SP:Iteration 22Q (7120.070000 sec): 3 clusters
  Score: Raw -8139961.335742 + Penalty 3625.340048 = -8136335.995693
  nChanged 170
		SP:Iteration 23Q (7120.220000 sec): 3 clusters
  Score: Raw -8140048.322911 + Penalty 3625.340048 = -8136422.982863
  nChanged 168
		SP:Iteration 24Q (7120.360000 sec): 3 clusters
  Score: Raw -8140138.168865 + Penalty 3625.340048 = -8136512.828817
  nChanged 197
		SP:Iteration 25Q (7120.510000 sec): 3 clusters
  Score: Raw -8140243.698318 + Penalty 3625.340048 = -8136618.358269
  nChanged 208
		SP:Iteration 26Q (7120.660000 sec): 3 clusters
  Score: Raw -8140383.737397 + Penalty 3625.340048 = -8136758.397349
  nChanged 228
		SP:Iteration 27Q (7120.800000 sec): 3 clusters
  Score: Raw -8140512.592892 + Penalty 3625.340048 = -8136887.252844
  nChanged 225
		SP:Iteration 28Q (7120.950000 sec): 3 clusters
  Score: Raw -8140624.419022 + Penalty 3625.340048 = -8136999.078974
  nChanged 189
		SP:Iteration 29Q (7121.100000 sec): 3 clusters
  Score: Raw -8140696.899954 + Penalty 3625.340048 = -8137071.559906
  nChanged 136
		SP:Iteration 30Q (7121.240000 sec): 3 clusters
  Score: Raw -8140738.872440 + Penalty 3625.340048 = -8137113.532392
  nChanged 115
		SP:Iteration 31Q (7121.380000 sec): 3 clusters
  Score: Raw -8140771.740109 + Penalty 3625.340048 = -8137146.400060
  nChanged 96
		SP:Iteration 32Q (7121.520000 sec): 3 clusters
  Score: Raw -8140792.724671 + Penalty 3625.340048 = -8137167.384623
  nChanged 66
		SP:Iteration 33Q (7121.660000 sec): 3 clusters
  Score: Raw -8140802.155425 + Penalty 3625.340048 = -8137176.815377
  nChanged 43
		SP:Iteration 34Q (7121.800000 sec): 3 clusters
  Score: Raw -8140809.832334 + Penalty 3625.340048 = -8137184.492286
  nChanged 36
		SP:Iteration 35Q (7121.940000 sec): 3 clusters
  Score: Raw -8140815.343372 + Penalty 3625.340048 = -8137190.003324
  nChanged 36
		SP:Iteration 36Q (7122.080000 sec): 3 clusters
  Score: Raw -8140820.205205 + Penalty 3625.340048 = -8137194.865156
  nChanged 18
		SP:Iteration 37Q (7122.220000 sec): 3 clusters
  Score: Raw -8140823.247214 + Penalty 3625.340048 = -8137197.907166
  nChanged 11
		SP:Iteration 38Q (7122.370000 sec): 3 clusters
  Score: Raw -8140824.178459 + Penalty 3625.340048 = -8137198.838411
  nChanged 8
		SP:Iteration 39Q (7122.510000 sec): 3 clusters
  Score: Raw -8140825.038325 + Penalty 3625.340048 = -8137199.698277
  nChanged 10
		SP:Iteration 40F (7122.700000 sec): 3 clusters
  Score: Raw -8140830.168314 + Penalty 3625.340048 = -8137204.828266
  nChanged 15
		SP:Iteration 41Q (7122.840000 sec): 3 clusters
  Score: Raw -8140832.233040 + Penalty 3625.340048 = -8137206.892991
  nChanged 17
		SP:Iteration 42Q (7122.990000 sec): 3 clusters
  Score: Raw -8140833.538806 + Penalty 3625.340048 = -8137208.198758
  nChanged 15
		SP:Iteration 43Q (7123.130000 sec): 3 clusters
  Score: Raw -8140835.208105 + Penalty 3625.340048 = -8137209.868057
  nChanged 14
		SP:Iteration 44Q (7123.270000 sec): 3 clusters
  Score: Raw -8140836.157148 + Penalty 3625.340048 = -8137210.817100
  nChanged 6
		SP:Iteration 45Q (7123.410000 sec): 3 clusters
  Score: Raw -8140836.692525 + Penalty 3625.340048 = -8137211.352477
  nChanged 4
		SP:Iteration 46Q (7123.550000 sec): 3 clusters
  Score: Raw -8140836.955205 + Penalty 3625.340048 = -8137211.615156
  nChanged 5
		SP:Iteration 47Q (7123.690000 sec): 3 clusters
  Score: Raw -8140837.386921 + Penalty 3625.340048 = -8137212.046873
  nChanged 5
		SP:Iteration 48Q (7123.830000 sec): 3 clusters
  Score: Raw -8140837.906104 + Penalty 3625.340048 = -8137212.566056
  nChanged 5
		SP:Iteration 49Q (7123.970000 sec): 3 clusters
  Score: Raw -8140838.338282 + Penalty 3625.340048 = -8137212.998233
  nChanged 7
		SP:Iteration 50Q (7124.110000 sec): 3 clusters
  Score: Raw -8140839.430715 + Penalty 3625.340048 = -8137214.090667
  nChanged 6
		SP:Iteration 51Q (7124.250000 sec): 3 clusters
  Score: Raw -8140839.928145 + Penalty 3625.340048 = -8137214.588096
  nChanged 5
		SP:Iteration 52Q (7124.390000 sec): 3 clusters
  Score: Raw -8140840.509293 + Penalty 3625.340048 = -8137215.169245
  nChanged 4
		SP:Iteration 53Q (7124.530000 sec): 3 clusters
  Score: Raw -8140840.873249 + Penalty 3625.340048 = -8137215.533201
  nChanged 2
		SP:Iteration 54Q (7124.670000 sec): 3 clusters
  Score: Raw -8140840.927132 + Penalty 3625.340048 = -8137215.587084
  nChanged 1
		SP:Iteration 55Q (7124.810000 sec): 3 clusters
  Score: Raw -8140840.948044 + Penalty 3625.340048 = -8137215.607996
  nChanged 1
		SP:Iteration 56Q (7124.950000 sec): 3 clusters
  Score: Raw -8140841.020737 + Penalty 3625.340048 = -8137215.680689
  nChanged 1
		SP:Iteration 57Q (7125.090000 sec): 3 clusters
  Score: Raw -8140841.235492 + Penalty 3625.340048 = -8137215.895444
  nChanged 3
		SP:Iteration 58Q (7125.230000 sec): 3 clusters
  Score: Raw -8140841.604079 + Penalty 3625.340048 = -8137216.264030
  nChanged 5
		SP:Iteration 59Q (7125.380000 sec): 3 clusters
  Score: Raw -8140841.960976 + Penalty 3625.340048 = -8137216.620927
  nChanged 2
		SP:Iteration 60F (7125.560000 sec): 3 clusters
  Score: Raw -8140842.050721 + Penalty 3625.340048 = -8137216.710673
  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 12.55 GB.

 Trying to split cluster 7 (157502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7126.790000 sec): 2 clusters
  Score: Raw -18328341.186221 + Penalty 1944.668933 = -18326396.517288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7127.210000 sec): 3 clusters
  Score: Raw -18224529.541126 + Penalty 3889.337867 = -18220640.203259
  nChanged 75728
		SP:Iteration 1F (7127.630000 sec): 3 clusters
  Score: Raw -18272224.898479 + Penalty 3889.337867 = -18268335.560612
  nChanged 8606
		SP:Iteration 2F (7128.050000 sec): 3 clusters
  Score: Raw -18276704.541762 + Penalty 3889.337867 = -18272815.203896
  nChanged 10689
		SP:Iteration 3F (7128.470000 sec): 3 clusters
  Score: Raw -18283834.287738 + Penalty 3889.337867 = -18279944.949872
  nChanged 12539
		SP:Iteration 4F (7128.890000 sec): 3 clusters
  Score: Raw -18293557.401607 + Penalty 3889.337867 = -18289668.063741
  nChanged 12817
		SP:Iteration 5F (7129.310000 sec): 3 clusters
  Score: Raw -18303438.518551 + Penalty 3889.337867 = -18299549.180684
  nChanged 10733
		SP:Iteration 6F (7129.730000 sec): 3 clusters
  Score: Raw -18310431.384748 + Penalty 3889.337867 = -18306542.046881
  nChanged 7871
		SP:Iteration 7Q (7130.160000 sec): 3 clusters
  Score: Raw -18314565.184068 + Penalty 3889.337867 = -18310675.846201
  nChanged 5703
		SP:Iteration 8Q (7130.590000 sec): 3 clusters
  Score: Raw -18317225.506641 + Penalty 3889.337867 = -18313336.168774
  nChanged 4606
		SP:Iteration 9Q (7131.020000 sec): 3 clusters
  Score: Raw -18319344.798484 + Penalty 3889.337867 = -18315455.460617
  nChanged 4191
		SP:Iteration 10Q (7131.450000 sec): 3 clusters
  Score: Raw -18321297.659484 + Penalty 3889.337867 = -18317408.321617
  nChanged 3794
		SP:Iteration 11Q (7131.870000 sec): 3 clusters
  Score: Raw -18323045.130670 + Penalty 3889.337867 = -18319155.792803
  nChanged 3455
		SP:Iteration 12Q (7132.290000 sec): 3 clusters
  Score: Raw -18324680.852713 + Penalty 3889.337867 = -18320791.514846
  nChanged 2892
		SP:Iteration 13Q (7132.710000 sec): 3 clusters
  Score: Raw -18325980.355480 + Penalty 3889.337867 = -18322091.017614
  nChanged 2266
		SP:Iteration 14Q (7133.120000 sec): 3 clusters
  Score: Raw -18326930.330718 + Penalty 3889.337867 = -18323040.992851
  nChanged 1773
		SP:Iteration 15Q (7133.530000 sec): 3 clusters
  Score: Raw -18327625.884084 + Penalty 3889.337867 = -18323736.546217
  nChanged 1336
		SP:Iteration 16Q (7133.930000 sec): 3 clusters
  Score: Raw -18328108.117393 + Penalty 3889.337867 = -18324218.779526
  nChanged 985
		SP:Iteration 17Q (7134.330000 sec): 3 clusters
  Score: Raw -18328435.878031 + Penalty 3889.337867 = -18324546.540164
  nChanged 724
		SP:Iteration 18Q (7134.720000 sec): 3 clusters
  Score: Raw -18328659.859072 + Penalty 3889.337867 = -18324770.521205
  nChanged 546
		SP:Iteration 19Q (7135.100000 sec): 3 clusters
  Score: Raw -18328807.926757 + Penalty 3889.337867 = -18324918.588890
  nChanged 441
		SP:Iteration 20F (7135.510000 sec): 3 clusters
  Score: Raw -18328925.614598 + Penalty 3889.337867 = -18325036.276731
  nChanged 348
		SP:Iteration 21Q (7135.880000 sec): 3 clusters
  Score: Raw -18329026.597772 + Penalty 3889.337867 = -18325137.259905
  nChanged 294
		SP:Iteration 22Q (7136.240000 sec): 3 clusters
  Score: Raw -18329124.791645 + Penalty 3889.337867 = -18325235.453779
  nChanged 257
		SP:Iteration 23Q (7136.600000 sec): 3 clusters
  Score: Raw -18329215.796144 + Penalty 3889.337867 = -18325326.458278
  nChanged 220
		SP:Iteration 24Q (7136.950000 sec): 3 clusters
  Score: Raw -18329286.402713 + Penalty 3889.337867 = -18325397.064847
  nChanged 197
		SP:Iteration 25Q (7137.300000 sec): 3 clusters
  Score: Raw -18329341.806448 + Penalty 3889.337867 = -18325452.468581
  nChanged 161
		SP:Iteration 26Q (7137.650000 sec): 3 clusters
  Score: Raw -18329393.803191 + Penalty 3889.337867 = -18325504.465324
  nChanged 155
		SP:Iteration 27Q (7137.990000 sec): 3 clusters
  Score: Raw -18329443.258297 + Penalty 3889.337867 = -18325553.920430
  nChanged 135
		SP:Iteration 28Q (7138.330000 sec): 3 clusters
  Score: Raw -18329492.333920 + Penalty 3889.337867 = -18325602.996054
  nChanged 138
		SP:Iteration 29Q (7138.660000 sec): 3 clusters
  Score: Raw -18329552.668054 + Penalty 3889.337867 = -18325663.330187
  nChanged 149
		SP:Iteration 30Q (7138.990000 sec): 3 clusters
  Score: Raw -18329615.751963 + Penalty 3889.337867 = -18325726.414097
  nChanged 150
		SP:Iteration 31Q (7139.320000 sec): 3 clusters
  Score: Raw -18329674.398144 + Penalty 3889.337867 = -18325785.060277
  nChanged 149
		SP:Iteration 32Q (7139.650000 sec): 3 clusters
  Score: Raw -18329730.075307 + Penalty 3889.337867 = -18325840.737440
  nChanged 159
		SP:Iteration 33Q (7139.970000 sec): 3 clusters
  Score: Raw -18329790.800448 + Penalty 3889.337867 = -18325901.462582
  nChanged 179
		SP:Iteration 34Q (7140.290000 sec): 3 clusters
  Score: Raw -18329856.826798 + Penalty 3889.337867 = -18325967.488932
  nChanged 183
		SP:Iteration 35Q (7140.620000 sec): 3 clusters
  Score: Raw -18329930.484966 + Penalty 3889.337867 = -18326041.147100
  nChanged 216
		SP:Iteration 36Q (7140.940000 sec): 3 clusters
  Score: Raw -18330023.850835 + Penalty 3889.337867 = -18326134.512968
  nChanged 236
		SP:Iteration 37Q (7141.260000 sec): 3 clusters
  Score: Raw -18330135.565838 + Penalty 3889.337867 = -18326246.227972
  nChanged 260
		SP:Iteration 38Q (7141.580000 sec): 3 clusters
  Score: Raw -18330259.532756 + Penalty 3889.337867 = -18326370.194889
  nChanged 249
		SP:Iteration 39Q (7141.890000 sec): 3 clusters
  Score: Raw -18330370.971842 + Penalty 3889.337867 = -18326481.633975
  nChanged 261
		SP:Iteration 40F (7142.310000 sec): 3 clusters
  Score: Raw -18330482.136785 + Penalty 3889.337867 = -18326592.798918
  nChanged 290
		SP:Iteration 41Q (7142.620000 sec): 3 clusters
  Score: Raw -18330606.106579 + Penalty 3889.337867 = -18326716.768712
  nChanged 257
		SP:Iteration 42Q (7142.930000 sec): 3 clusters
  Score: Raw -18330740.670041 + Penalty 3889.337867 = -18326851.332174
  nChanged 304
		SP:Iteration 43Q (7143.240000 sec): 3 clusters
  Score: Raw -18330900.640928 + Penalty 3889.337867 = -18327011.303061
  nChanged 319
		SP:Iteration 44Q (7143.550000 sec): 3 clusters
  Score: Raw -18331059.442897 + Penalty 3889.337867 = -18327170.105030
  nChanged 282
		SP:Iteration 45Q (7143.860000 sec): 3 clusters
  Score: Raw -18331199.446252 + Penalty 3889.337867 = -18327310.108385
  nChanged 271
		SP:Iteration 46Q (7144.170000 sec): 3 clusters
  Score: Raw -18331319.779977 + Penalty 3889.337867 = -18327430.442111
  nChanged 247
		SP:Iteration 47Q (7144.480000 sec): 3 clusters
  Score: Raw -18331434.390278 + Penalty 3889.337867 = -18327545.052411
  nChanged 247
		SP:Iteration 48Q (7144.780000 sec): 3 clusters
  Score: Raw -18331544.355850 + Penalty 3889.337867 = -18327655.017983
  nChanged 233
		SP:Iteration 49Q (7145.080000 sec): 3 clusters
  Score: Raw -18331626.912955 + Penalty 3889.337867 = -18327737.575088
  nChanged 196
		SP:Iteration 50Q (7145.390000 sec): 3 clusters
  Score: Raw -18331695.923811 + Penalty 3889.337867 = -18327806.585944
  nChanged 191
		SP:Iteration 51Q (7145.690000 sec): 3 clusters
  Score: Raw -18331766.861522 + Penalty 3889.337867 = -18327877.523655
  nChanged 191
		SP:Iteration 52Q (7145.990000 sec): 3 clusters
  Score: Raw -18331832.662693 + Penalty 3889.337867 = -18327943.324826
  nChanged 169
		SP:Iteration 53Q (7146.290000 sec): 3 clusters
  Score: Raw -18331878.891951 + Penalty 3889.337867 = -18327989.554085
  nChanged 140
		SP:Iteration 54Q (7146.590000 sec): 3 clusters
  Score: Raw -18331907.851608 + Penalty 3889.337867 = -18328018.513741
  nChanged 105
		SP:Iteration 55Q (7146.900000 sec): 3 clusters
  Score: Raw -18331924.840078 + Penalty 3889.337867 = -18328035.502211
  nChanged 71
		SP:Iteration 56Q (7147.200000 sec): 3 clusters
  Score: Raw -18331935.119223 + Penalty 3889.337867 = -18328045.781356
  nChanged 44
		SP:Iteration 57Q (7147.500000 sec): 3 clusters
  Score: Raw -18331940.709168 + Penalty 3889.337867 = -18328051.371301
  nChanged 48
		SP:Iteration 58Q (7147.800000 sec): 3 clusters
  Score: Raw -18331946.807167 + Penalty 3889.337867 = -18328057.469301
  nChanged 38
		SP:Iteration 59Q (7148.100000 sec): 3 clusters
  Score: Raw -18331950.847789 + Penalty 3889.337867 = -18328061.509923
  nChanged 26
		SP:Iteration 60F (7148.510000 sec): 3 clusters
  Score: Raw -18331969.203660 + Penalty 3889.337867 = -18328079.865793
  nChanged 43
		SP:Iteration 61Q (7148.820000 sec): 3 clusters
  Score: Raw -18331976.553977 + Penalty 3889.337867 = -18328087.216111
  nChanged 52
		SP:Iteration 62Q (7149.120000 sec): 3 clusters
  Score: Raw -18331982.440393 + Penalty 3889.337867 = -18328093.102527
  nChanged 44
		SP:Iteration 63Q (7149.430000 sec): 3 clusters
  Score: Raw -18331988.175102 + Penalty 3889.337867 = -18328098.837235
  nChanged 44
		SP:Iteration 64Q (7149.730000 sec): 3 clusters
  Score: Raw -18331995.362276 + Penalty 3889.337867 = -18328106.024410
  nChanged 51
		SP:Iteration 65Q (7150.040000 sec): 3 clusters
  Score: Raw -18332003.208190 + Penalty 3889.337867 = -18328113.870323
  nChanged 59
		SP:Iteration 66Q (7150.350000 sec): 3 clusters
  Score: Raw -18332014.923379 + Penalty 3889.337867 = -18328125.585513
  nChanged 72
		SP:Iteration 67Q (7150.650000 sec): 3 clusters
  Score: Raw -18332027.097349 + Penalty 3889.337867 = -18328137.759482
  nChanged 60
		SP:Iteration 68Q (7150.960000 sec): 3 clusters
  Score: Raw -18332034.040440 + Penalty 3889.337867 = -18328144.702574
  nChanged 42
		SP:Iteration 69Q (7151.260000 sec): 3 clusters
  Score: Raw -18332039.022048 + Penalty 3889.337867 = -18328149.684181
  nChanged 42
		SP:Iteration 70Q (7151.560000 sec): 3 clusters
  Score: Raw -18332043.740216 + Penalty 3889.337867 = -18328154.402350
  nChanged 42
		SP:Iteration 71Q (7151.870000 sec): 3 clusters
  Score: Raw -18332049.526559 + Penalty 3889.337867 = -18328160.188692
  nChanged 50
		SP:Iteration 72Q (7152.170000 sec): 3 clusters
  Score: Raw -18332055.223619 + Penalty 3889.337867 = -18328165.885753
  nChanged 41
		SP:Iteration 73Q (7152.480000 sec): 3 clusters
  Score: Raw -18332060.021691 + Penalty 3889.337867 = -18328170.683824
  nChanged 41
		SP:Iteration 74Q (7152.780000 sec): 3 clusters
  Score: Raw -18332066.320280 + Penalty 3889.337867 = -18328176.982413
  nChanged 44
		SP:Iteration 75Q (7153.080000 sec): 3 clusters
  Score: Raw -18332071.853303 + Penalty 3889.337867 = -18328182.515436
  nChanged 52
		SP:Iteration 76Q (7153.380000 sec): 3 clusters
  Score: Raw -18332077.850231 + Penalty 3889.337867 = -18328188.512364
  nChanged 45
		SP:Iteration 77Q (7153.690000 sec): 3 clusters
  Score: Raw -18332084.054866 + Penalty 3889.337867 = -18328194.716999
  nChanged 48
		SP:Iteration 78Q (7153.990000 sec): 3 clusters
  Score: Raw -18332089.854358 + Penalty 3889.337867 = -18328200.516491
  nChanged 44
		SP:Iteration 79Q (7154.300000 sec): 3 clusters
  Score: Raw -18332095.368177 + Penalty 3889.337867 = -18328206.030310
  nChanged 43
		SP:Iteration 80F (7154.710000 sec): 3 clusters
  Score: Raw -18332099.849224 + Penalty 3889.337867 = -18328210.511358
  nChanged 53
		SP:Iteration 81Q (7155.010000 sec): 3 clusters
  Score: Raw -18332106.636928 + Penalty 3889.337867 = -18328217.299061
  nChanged 50
		SP:Iteration 82Q (7155.320000 sec): 3 clusters
  Score: Raw -18332112.195695 + Penalty 3889.337867 = -18328222.857829
  nChanged 51
		SP:Iteration 83Q (7155.620000 sec): 3 clusters
  Score: Raw -18332119.647347 + Penalty 3889.337867 = -18328230.309480
  nChanged 62
		SP:Iteration 84Q (7155.940000 sec): 3 clusters
  Score: Raw -18332129.436905 + Penalty 3889.337867 = -18328240.099038
  nChanged 78
		SP:Iteration 85Q (7156.240000 sec): 3 clusters
  Score: Raw -18332141.861651 + Penalty 3889.337867 = -18328252.523784
  nChanged 72
		SP:Iteration 86Q (7156.550000 sec): 3 clusters
  Score: Raw -18332151.705636 + Penalty 3889.337867 = -18328262.367769
  nChanged 71
		SP:Iteration 87Q (7156.860000 sec): 3 clusters
  Score: Raw -18332160.295457 + Penalty 3889.337867 = -18328270.957591
  nChanged 55
		SP:Iteration 88Q (7157.170000 sec): 3 clusters
  Score: Raw -18332168.045459 + Penalty 3889.337867 = -18328278.707592
  nChanged 63
		SP:Iteration 89Q (7157.480000 sec): 3 clusters
  Score: Raw -18332178.697780 + Penalty 3889.337867 = -18328289.359914
  nChanged 90
		SP:Iteration 90Q (7157.780000 sec): 3 clusters
  Score: Raw -18332194.278021 + Penalty 3889.337867 = -18328304.940154
  nChanged 92
		SP:Iteration 91Q (7158.090000 sec): 3 clusters
  Score: Raw -18332211.017462 + Penalty 3889.337867 = -18328321.679596
  nChanged 99
		SP:Iteration 92Q (7158.400000 sec): 3 clusters
  Score: Raw -18332227.126388 + Penalty 3889.337867 = -18328337.788521
  nChanged 80
		SP:Iteration 93Q (7158.700000 sec): 3 clusters
  Score: Raw -18332241.392914 + Penalty 3889.337867 = -18328352.055047
  nChanged 88
		SP:Iteration 94Q (7159.010000 sec): 3 clusters
  Score: Raw -18332257.127403 + Penalty 3889.337867 = -18328367.789537
  nChanged 89
		SP:Iteration 95Q (7159.320000 sec): 3 clusters
  Score: Raw -18332271.069182 + Penalty 3889.337867 = -18328381.731315
  nChanged 81
		SP:Iteration 96Q (7159.630000 sec): 3 clusters
  Score: Raw -18332283.395484 + Penalty 3889.337867 = -18328394.057617
  nChanged 81
		SP:Iteration 97Q (7159.930000 sec): 3 clusters
  Score: Raw -18332295.541228 + Penalty 3889.337867 = -18328406.203361
  nChanged 85
		SP:Iteration 98Q (7160.230000 sec): 3 clusters
  Score: Raw -18332307.754673 + Penalty 3889.337867 = -18328418.416806
  nChanged 78
		SP:Iteration 99Q (7160.540000 sec): 3 clusters
  Score: Raw -18332317.655272 + Penalty 3889.337867 = -18328428.317406
  nChanged 63
		SP:Iteration 100F (7160.950000 sec): 3 clusters
  Score: Raw -18332326.934307 + Penalty 3889.337867 = -18328437.596441
  nChanged 67
		SP:Iteration 101Q (7161.260000 sec): 3 clusters
  Score: Raw -18332336.707712 + Penalty 3889.337867 = -18328447.369845
  nChanged 68
		SP:Iteration 102Q (7161.580000 sec): 3 clusters
  Score: Raw -18332345.931140 + Penalty 3889.337867 = -18328456.593274
  nChanged 60
		SP:Iteration 103Q (7161.890000 sec): 3 clusters
  Score: Raw -18332354.152389 + Penalty 3889.337867 = -18328464.814522
  nChanged 63
		SP:Iteration 104Q (7162.200000 sec): 3 clusters
  Score: Raw -18332361.642650 + Penalty 3889.337867 = -18328472.304783
  nChanged 57
		SP:Iteration 105Q (7162.510000 sec): 3 clusters
  Score: Raw -18332368.380408 + Penalty 3889.337867 = -18328479.042542
  nChanged 69
		SP:Iteration 106Q (7162.820000 sec): 3 clusters
  Score: Raw -18332377.747496 + Penalty 3889.337867 = -18328488.409630
  nChanged 63
		SP:Iteration 107Q (7163.140000 sec): 3 clusters
  Score: Raw -18332386.708004 + Penalty 3889.337867 = -18328497.370138
  nChanged 62
		SP:Iteration 108Q (7163.450000 sec): 3 clusters
  Score: Raw -18332396.239410 + Penalty 3889.337867 = -18328506.901543
  nChanged 66
		SP:Iteration 109Q (7163.760000 sec): 3 clusters
  Score: Raw -18332403.961140 + Penalty 3889.337867 = -18328514.623273
  nChanged 55
		SP:Iteration 110Q (7164.070000 sec): 3 clusters
  Score: Raw -18332411.425099 + Penalty 3889.337867 = -18328522.087232
  nChanged 55
		SP:Iteration 111Q (7164.380000 sec): 3 clusters
  Score: Raw -18332418.030182 + Penalty 3889.337867 = -18328528.692316
  nChanged 45
		SP:Iteration 112Q (7164.690000 sec): 3 clusters
  Score: Raw -18332423.138545 + Penalty 3889.337867 = -18328533.800679
  nChanged 52
		SP:Iteration 113Q (7165.010000 sec): 3 clusters
  Score: Raw -18332429.496904 + Penalty 3889.337867 = -18328540.159037
  nChanged 64
		SP:Iteration 114Q (7165.310000 sec): 3 clusters
  Score: Raw -18332438.616113 + Penalty 3889.337867 = -18328549.278247
  nChanged 56
		SP:Iteration 115Q (7165.620000 sec): 3 clusters
  Score: Raw -18332446.517509 + Penalty 3889.337867 = -18328557.179642
  nChanged 58
		SP:Iteration 116Q (7165.930000 sec): 3 clusters
  Score: Raw -18332453.736795 + Penalty 3889.337867 = -18328564.398928
  nChanged 56
		SP:Iteration 117Q (7166.240000 sec): 3 clusters
  Score: Raw -18332458.831486 + Penalty 3889.337867 = -18328569.493619
  nChanged 48
		SP:Iteration 118Q (7166.550000 sec): 3 clusters
  Score: Raw -18332464.171128 + Penalty 3889.337867 = -18328574.833262
  nChanged 44
		SP:Iteration 119Q (7166.860000 sec): 3 clusters
  Score: Raw -18332470.689730 + Penalty 3889.337867 = -18328581.351864
  nChanged 67
		SP:Iteration 120F (7167.270000 sec): 3 clusters
  Score: Raw -18332480.615425 + Penalty 3889.337867 = -18328591.277558
  nChanged 61
		SP:Iteration 121Q (7167.580000 sec): 3 clusters
  Score: Raw -18332487.853249 + Penalty 3889.337867 = -18328598.515382
  nChanged 50
		SP:Iteration 122Q (7167.890000 sec): 3 clusters
  Score: Raw -18332492.759524 + Penalty 3889.337867 = -18328603.421657
  nChanged 46
		SP:Iteration 123Q (7168.200000 sec): 3 clusters
  Score: Raw -18332496.948777 + Penalty 3889.337867 = -18328607.610910
  nChanged 45
		SP:Iteration 124Q (7168.510000 sec): 3 clusters
  Score: Raw -18332500.828960 + Penalty 3889.337867 = -18328611.491093
  nChanged 33
		SP:Iteration 125Q (7168.830000 sec): 3 clusters
  Score: Raw -18332503.561735 + Penalty 3889.337867 = -18328614.223868
  nChanged 22
		SP:Iteration 126Q (7169.140000 sec): 3 clusters
  Score: Raw -18332505.692347 + Penalty 3889.337867 = -18328616.354480
  nChanged 31
		SP:Iteration 127Q (7169.450000 sec): 3 clusters
  Score: Raw -18332509.390432 + Penalty 3889.337867 = -18328620.052566
  nChanged 34
		SP:Iteration 128Q (7169.760000 sec): 3 clusters
  Score: Raw -18332513.350058 + Penalty 3889.337867 = -18328624.012192
  nChanged 40
		SP:Iteration 129Q (7170.070000 sec): 3 clusters
  Score: Raw -18332517.788738 + Penalty 3889.337867 = -18328628.450871
  nChanged 46
		SP:Iteration 130Q (7170.380000 sec): 3 clusters
  Score: Raw -18332523.035137 + Penalty 3889.337867 = -18328633.697271
  nChanged 60
		SP:Iteration 131Q (7170.690000 sec): 3 clusters
  Score: Raw -18332529.217564 + Penalty 3889.337867 = -18328639.879698
  nChanged 52
		SP:Iteration 132Q (7171.000000 sec): 3 clusters
  Score: Raw -18332534.606054 + Penalty 3889.337867 = -18328645.268188
  nChanged 48
		SP:Iteration 133Q (7171.320000 sec): 3 clusters
  Score: Raw -18332537.868876 + Penalty 3889.337867 = -18328648.531009
  nChanged 31
		SP:Iteration 134Q (7171.630000 sec): 3 clusters
  Score: Raw -18332540.643384 + Penalty 3889.337867 = -18328651.305517
  nChanged 33
		SP:Iteration 135Q (7171.940000 sec): 3 clusters
  Score: Raw -18332543.548731 + Penalty 3889.337867 = -18328654.210864
  nChanged 35
		SP:Iteration 136Q (7172.240000 sec): 3 clusters
  Score: Raw -18332546.423185 + Penalty 3889.337867 = -18328657.085318
  nChanged 36
		SP:Iteration 137Q (7172.550000 sec): 3 clusters
  Score: Raw -18332549.580537 + Penalty 3889.337867 = -18328660.242671
  nChanged 35
		SP:Iteration 138Q (7172.860000 sec): 3 clusters
  Score: Raw -18332552.146092 + Penalty 3889.337867 = -18328662.808225
  nChanged 32
		SP:Iteration 139Q (7173.170000 sec): 3 clusters
  Score: Raw -18332554.732390 + Penalty 3889.337867 = -18328665.394524
  nChanged 32
		SP:Iteration 140F (7173.580000 sec): 3 clusters
  Score: Raw -18332557.332643 + Penalty 3889.337867 = -18328667.994776
  nChanged 33
		SP:Iteration 141Q (7173.900000 sec): 3 clusters
  Score: Raw -18332560.060076 + Penalty 3889.337867 = -18328670.722210
  nChanged 32
		SP:Iteration 142Q (7174.210000 sec): 3 clusters
  Score: Raw -18332562.817877 + Penalty 3889.337867 = -18328673.480011
  nChanged 42
		SP:Iteration 143Q (7174.520000 sec): 3 clusters
  Score: Raw -18332565.873414 + Penalty 3889.337867 = -18328676.535547
  nChanged 32
		SP:Iteration 144Q (7174.830000 sec): 3 clusters
  Score: Raw -18332567.814969 + Penalty 3889.337867 = -18328678.477102
  nChanged 25
		SP:Iteration 145Q (7175.150000 sec): 3 clusters
  Score: Raw -18332569.592600 + Penalty 3889.337867 = -18328680.254733
  nChanged 35
		SP:Iteration 146Q (7175.460000 sec): 3 clusters
  Score: Raw -18332571.852461 + Penalty 3889.337867 = -18328682.514595
  nChanged 27
		SP:Iteration 147Q (7175.770000 sec): 3 clusters
  Score: Raw -18332573.815676 + Penalty 3889.337867 = -18328684.477809
  nChanged 29
		SP:Iteration 148Q (7176.080000 sec): 3 clusters
  Score: Raw -18332575.804320 + Penalty 3889.337867 = -18328686.466453
  nChanged 20
		SP:Iteration 149Q (7176.390000 sec): 3 clusters
  Score: Raw -18332577.007215 + Penalty 3889.337867 = -18328687.669348
  nChanged 20
		SP:Iteration 150Q (7176.710000 sec): 3 clusters
  Score: Raw -18332578.198441 + Penalty 3889.337867 = -18328688.860574
  nChanged 25
		SP:Iteration 151Q (7177.030000 sec): 3 clusters
  Score: Raw -18332579.787419 + Penalty 3889.337867 = -18328690.449553
  nChanged 27
		SP:Iteration 152Q (7177.340000 sec): 3 clusters
  Score: Raw -18332581.318973 + Penalty 3889.337867 = -18328691.981106
  nChanged 23
		SP:Iteration 153Q (7177.660000 sec): 3 clusters
  Score: Raw -18332583.034992 + Penalty 3889.337867 = -18328693.697125
  nChanged 20
		SP:Iteration 154Q (7177.970000 sec): 3 clusters
  Score: Raw -18332584.311718 + Penalty 3889.337867 = -18328694.973852
  nChanged 19
		SP:Iteration 155Q (7178.280000 sec): 3 clusters
  Score: Raw -18332585.633895 + Penalty 3889.337867 = -18328696.296028
  nChanged 24
		SP:Iteration 156Q (7178.600000 sec): 3 clusters
  Score: Raw -18332587.064950 + Penalty 3889.337867 = -18328697.727084
  nChanged 23
		SP:Iteration 157Q (7178.910000 sec): 3 clusters
  Score: Raw -18332588.762922 + Penalty 3889.337867 = -18328699.425055
  nChanged 18
		SP:Iteration 158Q (7179.220000 sec): 3 clusters
  Score: Raw -18332589.883426 + Penalty 3889.337867 = -18328700.545559
  nChanged 19
		SP:Iteration 159Q (7179.540000 sec): 3 clusters
  Score: Raw -18332590.948655 + Penalty 3889.337867 = -18328701.610788
  nChanged 12
		SP:Iteration 160F (7179.950000 sec): 3 clusters
  Score: Raw -18332591.412560 + Penalty 3889.337867 = -18328702.074694
  nChanged 11
		SP:Iteration 161Q (7180.260000 sec): 3 clusters
  Score: Raw -18332592.045033 + Penalty 3889.337867 = -18328702.707167
  nChanged 13
		SP:Iteration 162Q (7180.580000 sec): 3 clusters
  Score: Raw -18332592.875347 + Penalty 3889.337867 = -18328703.537480
  nChanged 12
		SP:Iteration 163Q (7180.900000 sec): 3 clusters
  Score: Raw -18332593.445869 + Penalty 3889.337867 = -18328704.108003
  nChanged 5
		SP:Iteration 164Q (7181.210000 sec): 3 clusters
  Score: Raw -18332593.581520 + Penalty 3889.337867 = -18328704.243653
  nChanged 2
		SP:Iteration 165Q (7181.530000 sec): 3 clusters
  Score: Raw -18332593.620283 + Penalty 3889.337867 = -18328704.282416
  nChanged 0
		SP:Iteration 166F (7181.950000 sec): 3 clusters
  Score: Raw -18332593.620283 + Penalty 3889.337867 = -18328704.282416
  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 12.55 GB.

 Trying to split cluster 8 (33412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7182.130000 sec): 2 clusters
  Score: Raw -3775974.462369 + Penalty 1692.708939 = -3774281.753430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7182.220000 sec): 3 clusters
  Score: Raw -3755308.134479 + Penalty 3385.417879 = -3751922.716600
  nChanged 15452
		SP:Iteration 1F (7182.310000 sec): 3 clusters
  Score: Raw -3763734.937248 + Penalty 3385.417879 = -3760349.519369
  nChanged 1421
		SP:Iteration 2Q (7182.410000 sec): 3 clusters
  Score: Raw -3764176.683431 + Penalty 3385.417879 = -3760791.265552
  nChanged 1364
		SP:Iteration 3Q (7182.500000 sec): 3 clusters
  Score: Raw -3764633.528451 + Penalty 3385.417879 = -3761248.110572
  nChanged 1429
		SP:Iteration 4Q (7182.590000 sec): 3 clusters
  Score: Raw -3765241.516531 + Penalty 3385.417879 = -3761856.098653
  nChanged 1696
		SP:Iteration 5F (7182.680000 sec): 3 clusters
  Score: Raw -3766072.407991 + Penalty 3385.417879 = -3762686.990112
  nChanged 1982
		SP:Iteration 6F (7182.770000 sec): 3 clusters
  Score: Raw -3767257.610837 + Penalty 3385.417879 = -3763872.192958
  nChanged 2362
		SP:Iteration 7F (7182.860000 sec): 3 clusters
  Score: Raw -3769044.858091 + Penalty 3385.417879 = -3765659.440212
  nChanged 2622
		SP:Iteration 8F (7182.950000 sec): 3 clusters
  Score: Raw -3771341.548153 + Penalty 3385.417879 = -3767956.130275
  nChanged 2405
		SP:Iteration 9F (7183.040000 sec): 3 clusters
  Score: Raw -3773373.732531 + Penalty 3385.417879 = -3769988.314653
  nChanged 1675
		SP:Iteration 10F (7183.130000 sec): 3 clusters
  Score: Raw -3774546.041760 + Penalty 3385.417879 = -3771160.623881
  nChanged 1102
		SP:Iteration 11Q (7183.220000 sec): 3 clusters
  Score: Raw -3775145.385449 + Penalty 3385.417879 = -3771759.967570
  nChanged 695
		SP:Iteration 12Q (7183.310000 sec): 3 clusters
  Score: Raw -3775455.359661 + Penalty 3385.417879 = -3772069.941783
  nChanged 444
		SP:Iteration 13Q (7183.400000 sec): 3 clusters
  Score: Raw -3775638.996920 + Penalty 3385.417879 = -3772253.579041
  nChanged 324
		SP:Iteration 14Q (7183.490000 sec): 3 clusters
  Score: Raw -3775771.329516 + Penalty 3385.417879 = -3772385.911638
  nChanged 251
		SP:Iteration 15Q (7183.570000 sec): 3 clusters
  Score: Raw -3775896.302194 + Penalty 3385.417879 = -3772510.884315
  nChanged 237
		SP:Iteration 16Q (7183.650000 sec): 3 clusters
  Score: Raw -3776040.957113 + Penalty 3385.417879 = -3772655.539234
  nChanged 248
		SP:Iteration 17Q (7183.730000 sec): 3 clusters
  Score: Raw -3776187.217406 + Penalty 3385.417879 = -3772801.799528
  nChanged 240
		SP:Iteration 18Q (7183.810000 sec): 3 clusters
  Score: Raw -3776318.591224 + Penalty 3385.417879 = -3772933.173345
  nChanged 227
		SP:Iteration 19Q (7183.890000 sec): 3 clusters
  Score: Raw -3776447.234915 + Penalty 3385.417879 = -3773061.817036
  nChanged 233
		SP:Iteration 20F (7183.980000 sec): 3 clusters
  Score: Raw -3776600.416265 + Penalty 3385.417879 = -3773214.998387
  nChanged 217
		SP:Iteration 21Q (7184.050000 sec): 3 clusters
  Score: Raw -3776745.240924 + Penalty 3385.417879 = -3773359.823046
  nChanged 200
		SP:Iteration 22Q (7184.130000 sec): 3 clusters
  Score: Raw -3776887.711309 + Penalty 3385.417879 = -3773502.293430
  nChanged 190
		SP:Iteration 23Q (7184.200000 sec): 3 clusters
  Score: Raw -3777058.938401 + Penalty 3385.417879 = -3773673.520522
  nChanged 217
		SP:Iteration 24Q (7184.270000 sec): 3 clusters
  Score: Raw -3777288.328901 + Penalty 3385.417879 = -3773902.911023
  nChanged 211
		SP:Iteration 25Q (7184.340000 sec): 3 clusters
  Score: Raw -3777480.992364 + Penalty 3385.417879 = -3774095.574486
  nChanged 189
		SP:Iteration 26Q (7184.410000 sec): 3 clusters
  Score: Raw -3777582.060475 + Penalty 3385.417879 = -3774196.642596
  nChanged 126
		SP:Iteration 27Q (7184.470000 sec): 3 clusters
  Score: Raw -3777634.640735 + Penalty 3385.417879 = -3774249.222856
  nChanged 79
		SP:Iteration 28Q (7184.540000 sec): 3 clusters
  Score: Raw -3777654.989663 + Penalty 3385.417879 = -3774269.571784
  nChanged 50
		SP:Iteration 29Q (7184.610000 sec): 3 clusters
  Score: Raw -3777665.601402 + Penalty 3385.417879 = -3774280.183524
  nChanged 34
		SP:Iteration 30Q (7184.670000 sec): 3 clusters
  Score: Raw -3777671.349025 + Penalty 3385.417879 = -3774285.931146
  nChanged 26
		SP:Iteration 31Q (7184.740000 sec): 3 clusters
  Score: Raw -3777675.235318 + Penalty 3385.417879 = -3774289.817439
  nChanged 13
		SP:Iteration 32Q (7184.810000 sec): 3 clusters
  Score: Raw -3777676.811880 + Penalty 3385.417879 = -3774291.394001
  nChanged 5
		SP:Iteration 33Q (7184.870000 sec): 3 clusters
  Score: Raw -3777677.344621 + Penalty 3385.417879 = -3774291.926742
  nChanged 6
		SP:Iteration 34Q (7184.940000 sec): 3 clusters
  Score: Raw -3777678.049507 + Penalty 3385.417879 = -3774292.631629
  nChanged 6
		SP:Iteration 35Q (7185.010000 sec): 3 clusters
  Score: Raw -3777678.585663 + Penalty 3385.417879 = -3774293.167784
  nChanged 4
		SP:Iteration 36Q (7185.080000 sec): 3 clusters
  Score: Raw -3777679.010553 + Penalty 3385.417879 = -3774293.592674
  nChanged 2
		SP:Iteration 37Q (7185.150000 sec): 3 clusters
  Score: Raw -3777679.104323 + Penalty 3385.417879 = -3774293.686444
  nChanged 1
		SP:Iteration 38Q (7185.220000 sec): 3 clusters
  Score: Raw -3777679.173982 + Penalty 3385.417879 = -3774293.756104
  nChanged 1
		SP:Iteration 39Q (7185.290000 sec): 3 clusters
  Score: Raw -3777679.211528 + Penalty 3385.417879 = -3774293.793649
  nChanged 0
		SP:Iteration 40F (7185.370000 sec): 3 clusters
  Score: Raw -3777679.211528 + Penalty 3385.417879 = -3774293.793649
  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 12.55 GB.

 Trying to split cluster 9 (539906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7189.260000 sec): 2 clusters
  Score: Raw -63018130.994995 + Penalty 2144.861929 = -63015986.133066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7190.730000 sec): 3 clusters
  Score: Raw -62653689.739940 + Penalty 4289.723857 = -62649400.016083
  nChanged 265167
		SP:Iteration 1F (7192.170000 sec): 3 clusters
  Score: Raw -62816112.240795 + Penalty 4289.723857 = -62811822.516938
  nChanged 18936
		SP:Iteration 2Q (7193.660000 sec): 3 clusters
  Score: Raw -62822431.243692 + Penalty 4289.723857 = -62818141.519835
  nChanged 23705
		SP:Iteration 3Q (7195.140000 sec): 3 clusters
  Score: Raw -62833208.092719 + Penalty 4289.723857 = -62828918.368862
  nChanged 30080
		SP:Iteration 4F (7196.590000 sec): 3 clusters
  Score: Raw -62851276.030669 + Penalty 4289.723857 = -62846986.306812
  nChanged 36924
		SP:Iteration 5F (7198.040000 sec): 3 clusters
  Score: Raw -62878117.661029 + Penalty 4289.723857 = -62873827.937172
  nChanged 40542
		SP:Iteration 6F (7199.490000 sec): 3 clusters
  Score: Raw -62909580.217918 + Penalty 4289.723857 = -62905290.494061
  nChanged 37955
		SP:Iteration 7F (7200.950000 sec): 3 clusters
  Score: Raw -62935677.274461 + Penalty 4289.723857 = -62931387.550604
  nChanged 30224
		SP:Iteration 8F (7202.410000 sec): 3 clusters
  Score: Raw -62951484.116688 + Penalty 4289.723857 = -62947194.392831
  nChanged 21341
		SP:Iteration 9Q (7203.880000 sec): 3 clusters
  Score: Raw -62959735.766970 + Penalty 4289.723857 = -62955446.043113
  nChanged 14806
		SP:Iteration 10Q (7205.340000 sec): 3 clusters
  Score: Raw -62964125.591918 + Penalty 4289.723857 = -62959835.868061
  nChanged 10762
		SP:Iteration 11Q (7206.750000 sec): 3 clusters
  Score: Raw -62966704.088452 + Penalty 4289.723857 = -62962414.364595
  nChanged 8350
		SP:Iteration 12Q (7208.160000 sec): 3 clusters
  Score: Raw -62968470.234814 + Penalty 4289.723857 = -62964180.510957
  nChanged 6961
		SP:Iteration 13Q (7209.580000 sec): 3 clusters
  Score: Raw -62969837.342161 + Penalty 4289.723857 = -62965547.618304
  nChanged 6380
		SP:Iteration 14Q (7210.980000 sec): 3 clusters
  Score: Raw -62971066.993473 + Penalty 4289.723857 = -62966777.269616
  nChanged 6365
		SP:Iteration 15Q (7212.380000 sec): 3 clusters
  Score: Raw -62972318.003055 + Penalty 4289.723857 = -62968028.279198
  nChanged 6425
		SP:Iteration 16Q (7213.770000 sec): 3 clusters
  Score: Raw -62973612.180326 + Penalty 4289.723857 = -62969322.456469
  nChanged 6680
		SP:Iteration 17Q (7215.170000 sec): 3 clusters
  Score: Raw -62974973.472383 + Penalty 4289.723857 = -62970683.748526
  nChanged 6808
		SP:Iteration 18Q (7216.550000 sec): 3 clusters
  Score: Raw -62976457.838583 + Penalty 4289.723857 = -62972168.114725
  nChanged 7308
		SP:Iteration 19Q (7217.930000 sec): 3 clusters
  Score: Raw -62978151.926832 + Penalty 4289.723857 = -62973862.202975
  nChanged 7849
		SP:Iteration 20F (7219.370000 sec): 3 clusters
  Score: Raw -62980079.411440 + Penalty 4289.723857 = -62975789.687583
  nChanged 8161
		SP:Iteration 21Q (7220.730000 sec): 3 clusters
  Score: Raw -62982145.429990 + Penalty 4289.723857 = -62977855.706133
  nChanged 8398
		SP:Iteration 22Q (7222.080000 sec): 3 clusters
  Score: Raw -62984378.667718 + Penalty 4289.723857 = -62980088.943861
  nChanged 8768
		SP:Iteration 23Q (7223.430000 sec): 3 clusters
  Score: Raw -62986814.761125 + Penalty 4289.723857 = -62982525.037268
  nChanged 8910
		SP:Iteration 24Q (7224.740000 sec): 3 clusters
  Score: Raw -62989365.817131 + Penalty 4289.723857 = -62985076.093274
  nChanged 9144
		SP:Iteration 25Q (7226.060000 sec): 3 clusters
  Score: Raw -62992120.197250 + Penalty 4289.723857 = -62987830.473393
  nChanged 9342
		SP:Iteration 26Q (7227.350000 sec): 3 clusters
  Score: Raw -62995018.676564 + Penalty 4289.723857 = -62990728.952707
  nChanged 9225
		SP:Iteration 27Q (7228.640000 sec): 3 clusters
  Score: Raw -62997894.886870 + Penalty 4289.723857 = -62993605.163013
  nChanged 9048
		SP:Iteration 28Q (7229.910000 sec): 3 clusters
  Score: Raw -63000813.561330 + Penalty 4289.723857 = -62996523.837473
  nChanged 8929
		SP:Iteration 29Q (7231.170000 sec): 3 clusters
  Score: Raw -63003715.054944 + Penalty 4289.723857 = -62999425.331087
  nChanged 8452
		SP:Iteration 30Q (7232.410000 sec): 3 clusters
  Score: Raw -63006405.093200 + Penalty 4289.723857 = -63002115.369343
  nChanged 8078
		SP:Iteration 31Q (7233.640000 sec): 3 clusters
  Score: Raw -63008999.517212 + Penalty 4289.723857 = -63004709.793355
  nChanged 7638
		SP:Iteration 32Q (7234.840000 sec): 3 clusters
  Score: Raw -63011410.803989 + Penalty 4289.723857 = -63007121.080132
  nChanged 6859
		SP:Iteration 33Q (7236.040000 sec): 3 clusters
  Score: Raw -63013488.388031 + Penalty 4289.723857 = -63009198.664174
  nChanged 6431
		SP:Iteration 34Q (7237.220000 sec): 3 clusters
  Score: Raw -63015384.796466 + Penalty 4289.723857 = -63011095.072608
  nChanged 5772
		SP:Iteration 35Q (7238.400000 sec): 3 clusters
  Score: Raw -63017054.201174 + Penalty 4289.723857 = -63012764.477317
  nChanged 5095
		SP:Iteration 36Q (7239.560000 sec): 3 clusters
  Score: Raw -63018469.505680 + Penalty 4289.723857 = -63014179.781823
  nChanged 4380
		SP:Iteration 37Q (7240.700000 sec): 3 clusters
  Score: Raw -63019629.013717 + Penalty 4289.723857 = -63015339.289860
  nChanged 3795
		SP:Iteration 38Q (7241.850000 sec): 3 clusters
  Score: Raw -63020616.257740 + Penalty 4289.723857 = -63016326.533883
  nChanged 3349
		SP:Iteration 39Q (7242.970000 sec): 3 clusters
  Score: Raw -63021439.624364 + Penalty 4289.723857 = -63017149.900507
  nChanged 2800
		SP:Iteration 40F (7244.390000 sec): 3 clusters
  Score: Raw -63022085.390864 + Penalty 4289.723857 = -63017795.667007
  nChanged 2320
		SP:Iteration 41Q (7245.510000 sec): 3 clusters
  Score: Raw -63022577.559510 + Penalty 4289.723857 = -63018287.835653
  nChanged 1941
		SP:Iteration 42Q (7246.600000 sec): 3 clusters
  Score: Raw -63022966.858990 + Penalty 4289.723857 = -63018677.135133
  nChanged 1652
		SP:Iteration 43Q (7247.700000 sec): 3 clusters
  Score: Raw -63023268.155254 + Penalty 4289.723857 = -63018978.431397
  nChanged 1351
		SP:Iteration 44Q (7248.780000 sec): 3 clusters
  Score: Raw -63023484.487881 + Penalty 4289.723857 = -63019194.764024
  nChanged 1100
		SP:Iteration 45Q (7249.860000 sec): 3 clusters
  Score: Raw -63023651.924037 + Penalty 4289.723857 = -63019362.200180
  nChanged 929
		SP:Iteration 46Q (7250.940000 sec): 3 clusters
  Score: Raw -63023779.172687 + Penalty 4289.723857 = -63019489.448829
  nChanged 773
		SP:Iteration 47Q (7252.010000 sec): 3 clusters
  Score: Raw -63023878.477800 + Penalty 4289.723857 = -63019588.753943
  nChanged 624
		SP:Iteration 48Q (7253.090000 sec): 3 clusters
  Score: Raw -63023947.576468 + Penalty 4289.723857 = -63019657.852611
  nChanged 489
		SP:Iteration 49Q (7254.160000 sec): 3 clusters
  Score: Raw -63023996.087094 + Penalty 4289.723857 = -63019706.363237
  nChanged 462
		SP:Iteration 50Q (7255.240000 sec): 3 clusters
  Score: Raw -63024041.223001 + Penalty 4289.723857 = -63019751.499144
  nChanged 403
		SP:Iteration 51Q (7256.320000 sec): 3 clusters
  Score: Raw -63024079.342793 + Penalty 4289.723857 = -63019789.618936
  nChanged 338
		SP:Iteration 52Q (7257.400000 sec): 3 clusters
  Score: Raw -63024110.475517 + Penalty 4289.723857 = -63019820.751660
  nChanged 318
		SP:Iteration 53Q (7258.470000 sec): 3 clusters
  Score: Raw -63024139.160686 + Penalty 4289.723857 = -63019849.436829
  nChanged 297
		SP:Iteration 54Q (7259.540000 sec): 3 clusters
  Score: Raw -63024167.603381 + Penalty 4289.723857 = -63019877.879524
  nChanged 290
		SP:Iteration 55Q (7260.620000 sec): 3 clusters
  Score: Raw -63024195.770241 + Penalty 4289.723857 = -63019906.046384
  nChanged 279
		SP:Iteration 56Q (7261.680000 sec): 3 clusters
  Score: Raw -63024225.847396 + Penalty 4289.723857 = -63019936.123539
  nChanged 302
		SP:Iteration 57Q (7262.750000 sec): 3 clusters
  Score: Raw -63024260.738799 + Penalty 4289.723857 = -63019971.014942
  nChanged 306
		SP:Iteration 58Q (7263.820000 sec): 3 clusters
  Score: Raw -63024296.966227 + Penalty 4289.723857 = -63020007.242370
  nChanged 306
		SP:Iteration 59Q (7264.900000 sec): 3 clusters
  Score: Raw -63024335.495932 + Penalty 4289.723857 = -63020045.772075
  nChanged 310
		SP:Iteration 60F (7266.280000 sec): 3 clusters
  Score: Raw -63024380.731491 + Penalty 4289.723857 = -63020091.007634
  nChanged 301
		SP:Iteration 61Q (7267.350000 sec): 3 clusters
  Score: Raw -63024434.372584 + Penalty 4289.723857 = -63020144.648727
  nChanged 343
		SP:Iteration 62Q (7268.400000 sec): 3 clusters
  Score: Raw -63024500.536531 + Penalty 4289.723857 = -63020210.812674
  nChanged 371
		SP:Iteration 63Q (7269.460000 sec): 3 clusters
  Score: Raw -63024575.588405 + Penalty 4289.723857 = -63020285.864548
  nChanged 409
		SP:Iteration 64Q (7270.520000 sec): 3 clusters
  Score: Raw -63024684.360603 + Penalty 4289.723857 = -63020394.636746
  nChanged 440
		SP:Iteration 65Q (7271.580000 sec): 3 clusters
  Score: Raw -63024853.870044 + Penalty 4289.723857 = -63020564.146187
  nChanged 542
		SP:Iteration 66Q (7272.640000 sec): 3 clusters
  Score: Raw -63025069.039609 + Penalty 4289.723857 = -63020779.315752
  nChanged 569
		SP:Iteration 67Q (7273.700000 sec): 3 clusters
  Score: Raw -63025286.400206 + Penalty 4289.723857 = -63020996.676349
  nChanged 655
		SP:Iteration 68Q (7274.770000 sec): 3 clusters
  Score: Raw -63025491.871716 + Penalty 4289.723857 = -63021202.147859
  nChanged 578
		SP:Iteration 69Q (7275.820000 sec): 3 clusters
  Score: Raw -63025664.955657 + Penalty 4289.723857 = -63021375.231800
  nChanged 553
		SP:Iteration 70Q (7276.860000 sec): 3 clusters
  Score: Raw -63025857.198979 + Penalty 4289.723857 = -63021567.475122
  nChanged 634
		SP:Iteration 71Q (7277.910000 sec): 3 clusters
  Score: Raw -63026150.070110 + Penalty 4289.723857 = -63021860.346253
  nChanged 704
		SP:Iteration 72Q (7278.950000 sec): 3 clusters
  Score: Raw -63026561.129669 + Penalty 4289.723857 = -63022271.405812
  nChanged 790
		SP:Iteration 73Q (7279.990000 sec): 3 clusters
  Score: Raw -63026981.324211 + Penalty 4289.723857 = -63022691.600354
  nChanged 776
		SP:Iteration 74Q (7281.010000 sec): 3 clusters
  Score: Raw -63027252.528668 + Penalty 4289.723857 = -63022962.804811
  nChanged 679
		SP:Iteration 75Q (7282.040000 sec): 3 clusters
  Score: Raw -63027403.675358 + Penalty 4289.723857 = -63023113.951501
  nChanged 517
		SP:Iteration 76Q (7283.080000 sec): 3 clusters
  Score: Raw -63027488.161004 + Penalty 4289.723857 = -63023198.437147
  nChanged 405
		SP:Iteration 77Q (7284.110000 sec): 3 clusters
  Score: Raw -63027546.608611 + Penalty 4289.723857 = -63023256.884754
  nChanged 349
		SP:Iteration 78Q (7285.130000 sec): 3 clusters
  Score: Raw -63027585.814313 + Penalty 4289.723857 = -63023296.090456
  nChanged 270
		SP:Iteration 79Q (7286.160000 sec): 3 clusters
  Score: Raw -63027608.359486 + Penalty 4289.723857 = -63023318.635629
  nChanged 183
		SP:Iteration 80F (7287.570000 sec): 3 clusters
  Score: Raw -63027621.860241 + Penalty 4289.723857 = -63023332.136384
  nChanged 143
		SP:Iteration 81Q (7288.620000 sec): 3 clusters
  Score: Raw -63027631.178970 + Penalty 4289.723857 = -63023341.455113
  nChanged 114
		SP:Iteration 82Q (7289.660000 sec): 3 clusters
  Score: Raw -63027637.821194 + Penalty 4289.723857 = -63023348.097337
  nChanged 95
		SP:Iteration 83Q (7290.690000 sec): 3 clusters
  Score: Raw -63027642.780149 + Penalty 4289.723857 = -63023353.056292
  nChanged 80
		SP:Iteration 84Q (7291.740000 sec): 3 clusters
  Score: Raw -63027646.274605 + Penalty 4289.723857 = -63023356.550748
  nChanged 57
		SP:Iteration 85Q (7292.780000 sec): 3 clusters
  Score: Raw -63027649.046766 + Penalty 4289.723857 = -63023359.322909
  nChanged 59
		SP:Iteration 86Q (7293.810000 sec): 3 clusters
  Score: Raw -63027651.979985 + Penalty 4289.723857 = -63023362.256128
  nChanged 59
		SP:Iteration 87Q (7294.850000 sec): 3 clusters
  Score: Raw -63027654.537260 + Penalty 4289.723857 = -63023364.813403
  nChanged 52
		SP:Iteration 88Q (7295.870000 sec): 3 clusters
  Score: Raw -63027656.849993 + Penalty 4289.723857 = -63023367.126136
  nChanged 39
		SP:Iteration 89Q (7296.910000 sec): 3 clusters
  Score: Raw -63027658.230779 + Penalty 4289.723857 = -63023368.506922
  nChanged 31
		SP:Iteration 90Q (7297.940000 sec): 3 clusters
  Score: Raw -63027659.315788 + Penalty 4289.723857 = -63023369.591931
  nChanged 20
		SP:Iteration 91Q (7298.980000 sec): 3 clusters
  Score: Raw -63027660.031218 + Penalty 4289.723857 = -63023370.307361
  nChanged 21
		SP:Iteration 92Q (7300.010000 sec): 3 clusters
  Score: Raw -63027660.580351 + Penalty 4289.723857 = -63023370.856494
  nChanged 18
		SP:Iteration 93Q (7301.090000 sec): 3 clusters
  Score: Raw -63027661.067062 + Penalty 4289.723857 = -63023371.343205
  nChanged 18
		SP:Iteration 94Q (7302.160000 sec): 3 clusters
  Score: Raw -63027661.569107 + Penalty 4289.723857 = -63023371.845250
  nChanged 16
		SP:Iteration 95Q (7303.230000 sec): 3 clusters
  Score: Raw -63027661.881464 + Penalty 4289.723857 = -63023372.157607
  nChanged 11
		SP:Iteration 96Q (7304.290000 sec): 3 clusters
  Score: Raw -63027662.182691 + Penalty 4289.723857 = -63023372.458834
  nChanged 14
		SP:Iteration 97Q (7305.330000 sec): 3 clusters
  Score: Raw -63027662.596562 + Penalty 4289.723857 = -63023372.872705
  nChanged 12
		SP:Iteration 98Q (7306.360000 sec): 3 clusters
  Score: Raw -63027662.933786 + Penalty 4289.723857 = -63023373.209928
  nChanged 6
		SP:Iteration 99Q (7307.410000 sec): 3 clusters
  Score: Raw -63027663.083760 + Penalty 4289.723857 = -63023373.359903
  nChanged 7
		SP:Iteration 100F (7308.830000 sec): 3 clusters
  Score: Raw -63027663.239302 + Penalty 4289.723857 = -63023373.515445
  nChanged 2
		SP:Iteration 101Q (7309.860000 sec): 3 clusters
  Score: Raw -63027663.270483 + Penalty 4289.723857 = -63023373.546626
  nChanged 3
		SP:Iteration 102Q (7310.900000 sec): 3 clusters
  Score: Raw -63027663.322530 + Penalty 4289.723857 = -63023373.598673
  nChanged 4
		SP:Iteration 103Q (7311.930000 sec): 3 clusters
  Score: Raw -63027663.378421 + Penalty 4289.723857 = -63023373.654564
  nChanged 1
		SP:Iteration 104Q (7312.960000 sec): 3 clusters
  Score: Raw -63027663.391832 + Penalty 4289.723857 = -63023373.667975
  nChanged 1
		SP:Iteration 105Q (7314.020000 sec): 3 clusters
  Score: Raw -63027663.418621 + Penalty 4289.723857 = -63023373.694764
  nChanged 1
		SP:Iteration 106Q (7315.070000 sec): 3 clusters
  Score: Raw -63027663.439586 + Penalty 4289.723857 = -63023373.715729
  nChanged 1
		SP:Iteration 107Q (7316.100000 sec): 3 clusters
  Score: Raw -63027663.461358 + Penalty 4289.723857 = -63023373.737501
  nChanged 0
		SP:Iteration 108F (7317.500000 sec): 3 clusters
  Score: Raw -63027663.461358 + Penalty 4289.723857 = -63023373.737501
  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 12.55 GB.

 Trying to split cluster 10 (12974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7317.840000 sec): 2 clusters
  Score: Raw -1408867.776063 + Penalty 1538.989178 = -1407328.786885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7317.870000 sec): 3 clusters
  Score: Raw -1401439.527583 + Penalty 3077.978356 = -1398361.549227
  nChanged 5753
		SP:Iteration 1F (7317.900000 sec): 3 clusters
  Score: Raw -1407722.918087 + Penalty 3077.978356 = -1404644.939731
  nChanged 2309
		SP:Iteration 2F (7317.940000 sec): 3 clusters
  Score: Raw -1414148.555727 + Penalty 3077.978356 = -1411070.577371
  nChanged 2043
		SP:Iteration 3F (7317.970000 sec): 3 clusters
  Score: Raw -1417983.699698 + Penalty 3077.978356 = -1414905.721342
  nChanged 875
		SP:Iteration 4F (7318.000000 sec): 3 clusters
  Score: Raw -1419003.443598 + Penalty 3077.978356 = -1415925.465242
  nChanged 374
		SP:Iteration 5Q (7318.030000 sec): 3 clusters
  Score: Raw -1419342.252486 + Penalty 3077.978356 = -1416264.274130
  nChanged 190
		SP:Iteration 6Q (7318.060000 sec): 3 clusters
  Score: Raw -1419495.923629 + Penalty 3077.978356 = -1416417.945273
  nChanged 133
		SP:Iteration 7Q (7318.090000 sec): 3 clusters
  Score: Raw -1419583.086745 + Penalty 3077.978356 = -1416505.108389
  nChanged 100
		SP:Iteration 8Q (7318.130000 sec): 3 clusters
  Score: Raw -1419632.438065 + Penalty 3077.978356 = -1416554.459709
  nChanged 79
		SP:Iteration 9Q (7318.150000 sec): 3 clusters
  Score: Raw -1419662.188788 + Penalty 3077.978356 = -1416584.210432
  nChanged 68
		SP:Iteration 10Q (7318.190000 sec): 3 clusters
  Score: Raw -1419681.205476 + Penalty 3077.978356 = -1416603.227120
  nChanged 43
		SP:Iteration 11Q (7318.210000 sec): 3 clusters
  Score: Raw -1419690.262326 + Penalty 3077.978356 = -1416612.283970
  nChanged 29
		SP:Iteration 12Q (7318.250000 sec): 3 clusters
  Score: Raw -1419695.672381 + Penalty 3077.978356 = -1416617.694025
  nChanged 27
		SP:Iteration 13Q (7318.270000 sec): 3 clusters
  Score: Raw -1419699.906023 + Penalty 3077.978356 = -1416621.927667
  nChanged 25
		SP:Iteration 14Q (7318.310000 sec): 3 clusters
  Score: Raw -1419703.975306 + Penalty 3077.978356 = -1416625.996950
  nChanged 15
		SP:Iteration 15Q (7318.330000 sec): 3 clusters
  Score: Raw -1419705.435304 + Penalty 3077.978356 = -1416627.456948
  nChanged 8
		SP:Iteration 16Q (7318.370000 sec): 3 clusters
  Score: Raw -1419706.329050 + Penalty 3077.978356 = -1416628.350694
  nChanged 9
		SP:Iteration 17Q (7318.390000 sec): 3 clusters
  Score: Raw -1419708.007692 + Penalty 3077.978356 = -1416630.029336
  nChanged 12
		SP:Iteration 18Q (7318.430000 sec): 3 clusters
  Score: Raw -1419709.379821 + Penalty 3077.978356 = -1416631.401465
  nChanged 7
		SP:Iteration 19Q (7318.450000 sec): 3 clusters
  Score: Raw -1419709.853447 + Penalty 3077.978356 = -1416631.875091
  nChanged 3
		SP:Iteration 20F (7318.490000 sec): 3 clusters
  Score: Raw -1419710.011098 + Penalty 3077.978356 = -1416632.032742
  nChanged 2
		SP:Iteration 21Q (7318.520000 sec): 3 clusters
  Score: Raw -1419710.087261 + Penalty 3077.978356 = -1416632.108905
  nChanged 1
		SP:Iteration 22Q (7318.550000 sec): 3 clusters
  Score: Raw -1419710.161454 + Penalty 3077.978356 = -1416632.183098
  nChanged 1
		SP:Iteration 23Q (7318.580000 sec): 3 clusters
  Score: Raw -1419710.195536 + Penalty 3077.978356 = -1416632.217180
  nChanged 1
		SP:Iteration 24Q (7318.610000 sec): 3 clusters
  Score: Raw -1419710.265608 + Penalty 3077.978356 = -1416632.287252
  nChanged 0
		SP:Iteration 25F (7318.640000 sec): 3 clusters
  Score: Raw -1419710.265608 + Penalty 3077.978356 = -1416632.287252
  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 12.55 GB.

 Trying to split cluster 11 (44883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7318.780000 sec): 2 clusters
  Score: Raw -5332437.923056 + Penalty 1740.669837 = -5330697.253219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7318.900000 sec): 3 clusters
  Score: Raw -5304124.315030 + Penalty 3481.339674 = -5300642.975355
  nChanged 21007
		SP:Iteration 1F (7319.020000 sec): 3 clusters
  Score: Raw -5316233.185237 + Penalty 3481.339674 = -5312751.845563
  nChanged 2182
		SP:Iteration 2Q (7319.150000 sec): 3 clusters
  Score: Raw -5317093.875976 + Penalty 3481.339674 = -5313612.536301
  nChanged 2406
		SP:Iteration 3F (7319.270000 sec): 3 clusters
  Score: Raw -5318268.247048 + Penalty 3481.339674 = -5314786.907373
  nChanged 2861
		SP:Iteration 4F (7319.390000 sec): 3 clusters
  Score: Raw -5320034.892971 + Penalty 3481.339674 = -5316553.553297
  nChanged 3298
		SP:Iteration 5F (7319.510000 sec): 3 clusters
  Score: Raw -5322640.638836 + Penalty 3481.339674 = -5319159.299161
  nChanged 3707
		SP:Iteration 6F (7319.630000 sec): 3 clusters
  Score: Raw -5325978.218989 + Penalty 3481.339674 = -5322496.879314
  nChanged 3564
		SP:Iteration 7F (7319.750000 sec): 3 clusters
  Score: Raw -5329163.056346 + Penalty 3481.339674 = -5325681.716672
  nChanged 2773
		SP:Iteration 8F (7319.870000 sec): 3 clusters
  Score: Raw -5331362.174583 + Penalty 3481.339674 = -5327880.834908
  nChanged 1908
		SP:Iteration 9Q (7319.990000 sec): 3 clusters
  Score: Raw -5332617.528057 + Penalty 3481.339674 = -5329136.188383
  nChanged 1201
		SP:Iteration 10Q (7320.110000 sec): 3 clusters
  Score: Raw -5333271.501328 + Penalty 3481.339674 = -5329790.161653
  nChanged 811
		SP:Iteration 11Q (7320.230000 sec): 3 clusters
  Score: Raw -5333612.952325 + Penalty 3481.339674 = -5330131.612650
  nChanged 529
		SP:Iteration 12Q (7320.350000 sec): 3 clusters
  Score: Raw -5333795.758640 + Penalty 3481.339674 = -5330314.418966
  nChanged 379
		SP:Iteration 13Q (7320.470000 sec): 3 clusters
  Score: Raw -5333915.468466 + Penalty 3481.339674 = -5330434.128791
  nChanged 294
		SP:Iteration 14Q (7320.590000 sec): 3 clusters
  Score: Raw -5333993.922860 + Penalty 3481.339674 = -5330512.583186
  nChanged 197
		SP:Iteration 15Q (7320.710000 sec): 3 clusters
  Score: Raw -5334040.307217 + Penalty 3481.339674 = -5330558.967542
  nChanged 157
		SP:Iteration 16Q (7320.830000 sec): 3 clusters
  Score: Raw -5334070.535544 + Penalty 3481.339674 = -5330589.195870
  nChanged 102
		SP:Iteration 17Q (7320.940000 sec): 3 clusters
  Score: Raw -5334086.459314 + Penalty 3481.339674 = -5330605.119639
  nChanged 73
		SP:Iteration 18Q (7321.060000 sec): 3 clusters
  Score: Raw -5334096.610441 + Penalty 3481.339674 = -5330615.270766
  nChanged 59
		SP:Iteration 19Q (7321.180000 sec): 3 clusters
  Score: Raw -5334105.380595 + Penalty 3481.339674 = -5330624.040920
  nChanged 50
		SP:Iteration 20F (7321.300000 sec): 3 clusters
  Score: Raw -5334112.506549 + Penalty 3481.339674 = -5330631.166875
  nChanged 39
		SP:Iteration 21Q (7321.410000 sec): 3 clusters
  Score: Raw -5334117.078192 + Penalty 3481.339674 = -5330635.738517
  nChanged 28
		SP:Iteration 22Q (7321.530000 sec): 3 clusters
  Score: Raw -5334120.263599 + Penalty 3481.339674 = -5330638.923925
  nChanged 20
		SP:Iteration 23Q (7321.650000 sec): 3 clusters
  Score: Raw -5334122.551938 + Penalty 3481.339674 = -5330641.212263
  nChanged 20
		SP:Iteration 24Q (7321.770000 sec): 3 clusters
  Score: Raw -5334124.892004 + Penalty 3481.339674 = -5330643.552330
  nChanged 17
		SP:Iteration 25Q (7321.890000 sec): 3 clusters
  Score: Raw -5334126.893961 + Penalty 3481.339674 = -5330645.554286
  nChanged 16
		SP:Iteration 26Q (7322.000000 sec): 3 clusters
  Score: Raw -5334128.399988 + Penalty 3481.339674 = -5330647.060314
  nChanged 13
		SP:Iteration 27Q (7322.120000 sec): 3 clusters
  Score: Raw -5334129.664266 + Penalty 3481.339674 = -5330648.324592
  nChanged 10
		SP:Iteration 28Q (7322.240000 sec): 3 clusters
  Score: Raw -5334130.718185 + Penalty 3481.339674 = -5330649.378510
  nChanged 9
		SP:Iteration 29Q (7322.350000 sec): 3 clusters
  Score: Raw -5334131.898700 + Penalty 3481.339674 = -5330650.559026
  nChanged 11
		SP:Iteration 30Q (7322.470000 sec): 3 clusters
  Score: Raw -5334133.193710 + Penalty 3481.339674 = -5330651.854036
  nChanged 5
		SP:Iteration 31Q (7322.590000 sec): 3 clusters
  Score: Raw -5334133.729039 + Penalty 3481.339674 = -5330652.389365
  nChanged 9
		SP:Iteration 32Q (7322.700000 sec): 3 clusters
  Score: Raw -5334135.029136 + Penalty 3481.339674 = -5330653.689462
  nChanged 11
		SP:Iteration 33Q (7322.820000 sec): 3 clusters
  Score: Raw -5334136.126583 + Penalty 3481.339674 = -5330654.786909
  nChanged 10
		SP:Iteration 34Q (7322.930000 sec): 3 clusters
  Score: Raw -5334137.102994 + Penalty 3481.339674 = -5330655.763320
  nChanged 11
		SP:Iteration 35Q (7323.050000 sec): 3 clusters
  Score: Raw -5334138.528987 + Penalty 3481.339674 = -5330657.189312
  nChanged 14
		SP:Iteration 36Q (7323.170000 sec): 3 clusters
  Score: Raw -5334140.334907 + Penalty 3481.339674 = -5330658.995233
  nChanged 16
		SP:Iteration 37Q (7323.290000 sec): 3 clusters
  Score: Raw -5334142.442489 + Penalty 3481.339674 = -5330661.102815
  nChanged 12
		SP:Iteration 38Q (7323.400000 sec): 3 clusters
  Score: Raw -5334144.024984 + Penalty 3481.339674 = -5330662.685309
  nChanged 7
		SP:Iteration 39Q (7323.520000 sec): 3 clusters
  Score: Raw -5334144.956791 + Penalty 3481.339674 = -5330663.617116
  nChanged 6
		SP:Iteration 40F (7323.630000 sec): 3 clusters
  Score: Raw -5334145.680471 + Penalty 3481.339674 = -5330664.340797
  nChanged 5
		SP:Iteration 41Q (7323.750000 sec): 3 clusters
  Score: Raw -5334146.461716 + Penalty 3481.339674 = -5330665.122041
  nChanged 6
		SP:Iteration 42Q (7323.870000 sec): 3 clusters
  Score: Raw -5334147.202543 + Penalty 3481.339674 = -5330665.862869
  nChanged 6
		SP:Iteration 43Q (7323.980000 sec): 3 clusters
  Score: Raw -5334147.631233 + Penalty 3481.339674 = -5330666.291558
  nChanged 4
		SP:Iteration 44Q (7324.100000 sec): 3 clusters
  Score: Raw -5334148.108449 + Penalty 3481.339674 = -5330666.768775
  nChanged 5
		SP:Iteration 45Q (7324.210000 sec): 3 clusters
  Score: Raw -5334148.657860 + Penalty 3481.339674 = -5330667.318186
  nChanged 5
		SP:Iteration 46Q (7324.330000 sec): 3 clusters
  Score: Raw -5334149.171404 + Penalty 3481.339674 = -5330667.831730
  nChanged 4
		SP:Iteration 47Q (7324.440000 sec): 3 clusters
  Score: Raw -5334149.607918 + Penalty 3481.339674 = -5330668.268244
  nChanged 5
		SP:Iteration 48Q (7324.560000 sec): 3 clusters
  Score: Raw -5334150.598073 + Penalty 3481.339674 = -5330669.258398
  nChanged 4
		SP:Iteration 49Q (7324.670000 sec): 3 clusters
  Score: Raw -5334151.034032 + Penalty 3481.339674 = -5330669.694357
  nChanged 4
		SP:Iteration 50Q (7324.790000 sec): 3 clusters
  Score: Raw -5334151.431598 + Penalty 3481.339674 = -5330670.091924
  nChanged 1
		SP:Iteration 51Q (7324.900000 sec): 3 clusters
  Score: Raw -5334151.485917 + Penalty 3481.339674 = -5330670.146243
  nChanged 2
		SP:Iteration 52Q (7325.020000 sec): 3 clusters
  Score: Raw -5334151.651448 + Penalty 3481.339674 = -5330670.311774
  nChanged 4
		SP:Iteration 53Q (7325.130000 sec): 3 clusters
  Score: Raw -5334152.046643 + Penalty 3481.339674 = -5330670.706968
  nChanged 3
		SP:Iteration 54Q (7325.250000 sec): 3 clusters
  Score: Raw -5334152.203218 + Penalty 3481.339674 = -5330670.863543
  nChanged 0
		SP:Iteration 55F (7325.370000 sec): 3 clusters
  Score: Raw -5334152.203218 + Penalty 3481.339674 = -5330670.863543
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (23196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7325.450000 sec): 2 clusters
  Score: Raw -2582968.882518 + Penalty 1633.406958 = -2581335.475559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7325.510000 sec): 3 clusters
  Score: Raw -2568984.579680 + Penalty 3266.813917 = -2565717.765763
  nChanged 10608
		SP:Iteration 1F (7325.570000 sec): 3 clusters
  Score: Raw -2576331.536246 + Penalty 3266.813917 = -2573064.722329
  nChanged 2193
		SP:Iteration 2F (7325.630000 sec): 3 clusters
  Score: Raw -2579604.371911 + Penalty 3266.813917 = -2576337.557994
  nChanged 3094
		SP:Iteration 3F (7325.690000 sec): 3 clusters
  Score: Raw -2587636.385204 + Penalty 3266.813917 = -2584369.571287
  nChanged 3721
		SP:Iteration 4F (7325.750000 sec): 3 clusters
  Score: Raw -2603433.232388 + Penalty 3266.813917 = -2600166.418471
  nChanged 2256
		SP:Iteration 5F (7325.810000 sec): 3 clusters
  Score: Raw -2611701.542710 + Penalty 3266.813917 = -2608434.728793
  nChanged 788
		SP:Iteration 6Q (7325.860000 sec): 3 clusters
  Score: Raw -2613621.249367 + Penalty 3266.813917 = -2610354.435450
  nChanged 235
		SP:Iteration 7Q (7325.900000 sec): 3 clusters
  Score: Raw -2614072.571222 + Penalty 3266.813917 = -2610805.757305
  nChanged 68
		SP:Iteration 8Q (7325.950000 sec): 3 clusters
  Score: Raw -2614110.771120 + Penalty 3266.813917 = -2610843.957203
  nChanged 23
		SP:Iteration 9Q (7325.990000 sec): 3 clusters
  Score: Raw -2614115.839129 + Penalty 3266.813917 = -2610849.025212
  nChanged 10
		SP:Iteration 10Q (7326.030000 sec): 3 clusters
  Score: Raw -2614117.555583 + Penalty 3266.813917 = -2610850.741666
  nChanged 6
		SP:Iteration 11Q (7326.070000 sec): 3 clusters
  Score: Raw -2614118.269618 + Penalty 3266.813917 = -2610851.455701
  nChanged 3
		SP:Iteration 12Q (7326.110000 sec): 3 clusters
  Score: Raw -2614118.540810 + Penalty 3266.813917 = -2610851.726893
  nChanged 0
		SP:Iteration 13F (7326.170000 sec): 3 clusters
  Score: Raw -2614118.540810 + Penalty 3266.813917 = -2610851.726893
  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 12.55 GB.

 Trying to split cluster 13 (36473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7326.280000 sec): 2 clusters
  Score: Raw -4095529.875082 + Penalty 1706.953225 = -4093822.921856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7326.380000 sec): 3 clusters
  Score: Raw -4072802.137842 + Penalty 3413.906450 = -4069388.231391
  nChanged 17033
		SP:Iteration 1F (7326.480000 sec): 3 clusters
  Score: Raw -4084168.488279 + Penalty 3413.906450 = -4080754.581828
  nChanged 2677
		SP:Iteration 2F (7326.570000 sec): 3 clusters
  Score: Raw -4086170.247911 + Penalty 3413.906450 = -4082756.341461
  nChanged 2609
		SP:Iteration 3F (7326.670000 sec): 3 clusters
  Score: Raw -4088029.419262 + Penalty 3413.906450 = -4084615.512811
  nChanged 2520
		SP:Iteration 4F (7326.770000 sec): 3 clusters
  Score: Raw -4089802.814680 + Penalty 3413.906450 = -4086388.908230
  nChanged 2635
		SP:Iteration 5F (7326.870000 sec): 3 clusters
  Score: Raw -4092004.112623 + Penalty 3413.906450 = -4088590.206173
  nChanged 2823
		SP:Iteration 6F (7326.970000 sec): 3 clusters
  Score: Raw -4094836.882324 + Penalty 3413.906450 = -4091422.975874
  nChanged 2683
		SP:Iteration 7F (7327.060000 sec): 3 clusters
  Score: Raw -4097740.916605 + Penalty 3413.906450 = -4094327.010154
  nChanged 2156
		SP:Iteration 8F (7327.160000 sec): 3 clusters
  Score: Raw -4099955.027897 + Penalty 3413.906450 = -4096541.121446
  nChanged 1395
		SP:Iteration 9Q (7327.260000 sec): 3 clusters
  Score: Raw -4101179.372118 + Penalty 3413.906450 = -4097765.465667
  nChanged 844
		SP:Iteration 10Q (7327.350000 sec): 3 clusters
  Score: Raw -4101789.304750 + Penalty 3413.906450 = -4098375.398300
  nChanged 529
		SP:Iteration 11Q (7327.440000 sec): 3 clusters
  Score: Raw -4102120.630042 + Penalty 3413.906450 = -4098706.723592
  nChanged 317
		SP:Iteration 12Q (7327.530000 sec): 3 clusters
  Score: Raw -4102303.600617 + Penalty 3413.906450 = -4098889.694167
  nChanged 199
		SP:Iteration 13Q (7327.620000 sec): 3 clusters
  Score: Raw -4102409.807245 + Penalty 3413.906450 = -4098995.900795
  nChanged 153
		SP:Iteration 14Q (7327.710000 sec): 3 clusters
  Score: Raw -4102497.854843 + Penalty 3413.906450 = -4099083.948393
  nChanged 110
		SP:Iteration 15Q (7327.790000 sec): 3 clusters
  Score: Raw -4102581.419948 + Penalty 3413.906450 = -4099167.513498
  nChanged 84
		SP:Iteration 16Q (7327.870000 sec): 3 clusters
  Score: Raw -4102669.807899 + Penalty 3413.906450 = -4099255.901448
  nChanged 52
		SP:Iteration 17Q (7327.950000 sec): 3 clusters
  Score: Raw -4102724.289064 + Penalty 3413.906450 = -4099310.382614
  nChanged 41
		SP:Iteration 18Q (7328.030000 sec): 3 clusters
  Score: Raw -4102742.368862 + Penalty 3413.906450 = -4099328.462411
  nChanged 20
		SP:Iteration 19Q (7328.110000 sec): 3 clusters
  Score: Raw -4102747.211874 + Penalty 3413.906450 = -4099333.305424
  nChanged 13
		SP:Iteration 20F (7328.210000 sec): 3 clusters
  Score: Raw -4102755.135604 + Penalty 3413.906450 = -4099341.229154
  nChanged 12
		SP:Iteration 21Q (7328.290000 sec): 3 clusters
  Score: Raw -4102759.545139 + Penalty 3413.906450 = -4099345.638689
  nChanged 6
		SP:Iteration 22Q (7328.370000 sec): 3 clusters
  Score: Raw -4102762.431656 + Penalty 3413.906450 = -4099348.525206
  nChanged 6
		SP:Iteration 23Q (7328.450000 sec): 3 clusters
  Score: Raw -4102763.815361 + Penalty 3413.906450 = -4099349.908910
  nChanged 2
		SP:Iteration 24Q (7328.530000 sec): 3 clusters
  Score: Raw -4102764.076129 + Penalty 3413.906450 = -4099350.169678
  nChanged 4
		SP:Iteration 25Q (7328.610000 sec): 3 clusters
  Score: Raw -4102765.001565 + Penalty 3413.906450 = -4099351.095114
  nChanged 5
		SP:Iteration 26Q (7328.690000 sec): 3 clusters
  Score: Raw -4102766.324206 + Penalty 3413.906450 = -4099352.417756
  nChanged 3
		SP:Iteration 27Q (7328.760000 sec): 3 clusters
  Score: Raw -4102767.217659 + Penalty 3413.906450 = -4099353.311209
  nChanged 2
		SP:Iteration 28Q (7328.840000 sec): 3 clusters
  Score: Raw -4102767.608450 + Penalty 3413.906450 = -4099353.701999
  nChanged 0
		SP:Iteration 29F (7328.940000 sec): 3 clusters
  Score: Raw -4102767.608450 + Penalty 3413.906450 = -4099353.701999
  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 12.55 GB.

 Trying to split cluster 14 (88710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7329.200000 sec): 2 clusters
  Score: Raw -9994276.134088 + Penalty 1851.383284 = -9992424.750804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7329.450000 sec): 3 clusters
  Score: Raw -9937034.398368 + Penalty 3702.766568 = -9933331.631800
  nChanged 42351
		SP:Iteration 1F (7329.690000 sec): 3 clusters
  Score: Raw -9965735.886458 + Penalty 3702.766568 = -9962033.119890
  nChanged 7377
		SP:Iteration 2F (7329.930000 sec): 3 clusters
  Score: Raw -9973966.432262 + Penalty 3702.766568 = -9970263.665694
  nChanged 8838
		SP:Iteration 3F (7330.170000 sec): 3 clusters
  Score: Raw -9984931.265288 + Penalty 3702.766568 = -9981228.498720
  nChanged 8494
		SP:Iteration 4F (7330.410000 sec): 3 clusters
  Score: Raw -9994204.331396 + Penalty 3702.766568 = -9990501.564828
  nChanged 7003
		SP:Iteration 5F (7330.650000 sec): 3 clusters
  Score: Raw -10001397.550483 + Penalty 3702.766568 = -9997694.783915
  nChanged 5729
		SP:Iteration 6F (7330.890000 sec): 3 clusters
  Score: Raw -10007033.663512 + Penalty 3702.766568 = -10003330.896944
  nChanged 4388
		SP:Iteration 7Q (7331.110000 sec): 3 clusters
  Score: Raw -10010861.388278 + Penalty 3702.766568 = -10007158.621710
  nChanged 3195
		SP:Iteration 8Q (7331.340000 sec): 3 clusters
  Score: Raw -10013453.408072 + Penalty 3702.766568 = -10009750.641504
  nChanged 2421
		SP:Iteration 9Q (7331.570000 sec): 3 clusters
  Score: Raw -10015729.545054 + Penalty 3702.766568 = -10012026.778486
  nChanged 2070
		SP:Iteration 10Q (7331.790000 sec): 3 clusters
  Score: Raw -10017921.007295 + Penalty 3702.766568 = -10014218.240727
  nChanged 1937
		SP:Iteration 11Q (7332.000000 sec): 3 clusters
  Score: Raw -10020372.310492 + Penalty 3702.766568 = -10016669.543924
  nChanged 2127
		SP:Iteration 12Q (7332.220000 sec): 3 clusters
  Score: Raw -10024138.490645 + Penalty 3702.766568 = -10020435.724077
  nChanged 2137
		SP:Iteration 13Q (7332.440000 sec): 3 clusters
  Score: Raw -10028544.718208 + Penalty 3702.766568 = -10024841.951640
  nChanged 1861
		SP:Iteration 14Q (7332.650000 sec): 3 clusters
  Score: Raw -10031463.421877 + Penalty 3702.766568 = -10027760.655309
  nChanged 1329
		SP:Iteration 15Q (7332.850000 sec): 3 clusters
  Score: Raw -10032747.790348 + Penalty 3702.766568 = -10029045.023780
  nChanged 902
		SP:Iteration 16Q (7333.060000 sec): 3 clusters
  Score: Raw -10033224.348344 + Penalty 3702.766568 = -10029521.581776
  nChanged 592
		SP:Iteration 17Q (7333.260000 sec): 3 clusters
  Score: Raw -10033400.235566 + Penalty 3702.766568 = -10029697.468998
  nChanged 386
		SP:Iteration 18Q (7333.470000 sec): 3 clusters
  Score: Raw -10033481.271054 + Penalty 3702.766568 = -10029778.504486
  nChanged 305
		SP:Iteration 19Q (7333.680000 sec): 3 clusters
  Score: Raw -10033526.986285 + Penalty 3702.766568 = -10029824.219717
  nChanged 221
		SP:Iteration 20F (7333.920000 sec): 3 clusters
  Score: Raw -10033552.641736 + Penalty 3702.766568 = -10029849.875168
  nChanged 165
		SP:Iteration 21Q (7334.120000 sec): 3 clusters
  Score: Raw -10033570.064384 + Penalty 3702.766568 = -10029867.297816
  nChanged 135
		SP:Iteration 22Q (7334.330000 sec): 3 clusters
  Score: Raw -10033582.431126 + Penalty 3702.766568 = -10029879.664558
  nChanged 131
		SP:Iteration 23Q (7334.530000 sec): 3 clusters
  Score: Raw -10033596.442561 + Penalty 3702.766568 = -10029893.675993
  nChanged 124
		SP:Iteration 24Q (7334.740000 sec): 3 clusters
  Score: Raw -10033608.343688 + Penalty 3702.766568 = -10029905.577120
  nChanged 136
		SP:Iteration 25Q (7334.940000 sec): 3 clusters
  Score: Raw -10033621.681040 + Penalty 3702.766568 = -10029918.914472
  nChanged 122
		SP:Iteration 26Q (7335.140000 sec): 3 clusters
  Score: Raw -10033632.960751 + Penalty 3702.766568 = -10029930.194183
  nChanged 118
		SP:Iteration 27Q (7335.340000 sec): 3 clusters
  Score: Raw -10033644.565358 + Penalty 3702.766568 = -10029941.798790
  nChanged 128
		SP:Iteration 28Q (7335.550000 sec): 3 clusters
  Score: Raw -10033660.113834 + Penalty 3702.766568 = -10029957.347266
  nChanged 132
		SP:Iteration 29Q (7335.750000 sec): 3 clusters
  Score: Raw -10033677.574939 + Penalty 3702.766568 = -10029974.808371
  nChanged 138
		SP:Iteration 30Q (7335.960000 sec): 3 clusters
  Score: Raw -10033695.862802 + Penalty 3702.766568 = -10029993.096234
  nChanged 134
		SP:Iteration 31Q (7336.160000 sec): 3 clusters
  Score: Raw -10033710.479831 + Penalty 3702.766568 = -10030007.713263
  nChanged 123
		SP:Iteration 32Q (7336.370000 sec): 3 clusters
  Score: Raw -10033722.869222 + Penalty 3702.766568 = -10030020.102654
  nChanged 114
		SP:Iteration 33Q (7336.570000 sec): 3 clusters
  Score: Raw -10033732.332549 + Penalty 3702.766568 = -10030029.565981
  nChanged 85
		SP:Iteration 34Q (7336.780000 sec): 3 clusters
  Score: Raw -10033739.643090 + Penalty 3702.766568 = -10030036.876522
  nChanged 81
		SP:Iteration 35Q (7336.980000 sec): 3 clusters
  Score: Raw -10033747.087257 + Penalty 3702.766568 = -10030044.320689
  nChanged 89
		SP:Iteration 36Q (7337.180000 sec): 3 clusters
  Score: Raw -10033755.611337 + Penalty 3702.766568 = -10030052.844769
  nChanged 83
		SP:Iteration 37Q (7337.380000 sec): 3 clusters
  Score: Raw -10033764.161995 + Penalty 3702.766568 = -10030061.395427
  nChanged 89
		SP:Iteration 38Q (7337.590000 sec): 3 clusters
  Score: Raw -10033772.857682 + Penalty 3702.766568 = -10030070.091114
  nChanged 90
		SP:Iteration 39Q (7337.790000 sec): 3 clusters
  Score: Raw -10033782.264981 + Penalty 3702.766568 = -10030079.498413
  nChanged 93
		SP:Iteration 40F (7338.030000 sec): 3 clusters
  Score: Raw -10033790.294913 + Penalty 3702.766568 = -10030087.528345
  nChanged 82
		SP:Iteration 41Q (7338.230000 sec): 3 clusters
  Score: Raw -10033796.827801 + Penalty 3702.766568 = -10030094.061233
  nChanged 68
		SP:Iteration 42Q (7338.440000 sec): 3 clusters
  Score: Raw -10033803.291912 + Penalty 3702.766568 = -10030100.525344
  nChanged 84
		SP:Iteration 43Q (7338.640000 sec): 3 clusters
  Score: Raw -10033812.738427 + Penalty 3702.766568 = -10030109.971859
  nChanged 87
		SP:Iteration 44Q (7338.840000 sec): 3 clusters
  Score: Raw -10033823.672537 + Penalty 3702.766568 = -10030120.905969
  nChanged 101
		SP:Iteration 45Q (7339.040000 sec): 3 clusters
  Score: Raw -10033837.565126 + Penalty 3702.766568 = -10030134.798558
  nChanged 108
		SP:Iteration 46Q (7339.240000 sec): 3 clusters
  Score: Raw -10033851.357505 + Penalty 3702.766568 = -10030148.590937
  nChanged 111
		SP:Iteration 47Q (7339.440000 sec): 3 clusters
  Score: Raw -10033867.046351 + Penalty 3702.766568 = -10030164.279783
  nChanged 115
		SP:Iteration 48Q (7339.640000 sec): 3 clusters
  Score: Raw -10033886.314951 + Penalty 3702.766568 = -10030183.548383
  nChanged 123
		SP:Iteration 49Q (7339.840000 sec): 3 clusters
  Score: Raw -10033907.629173 + Penalty 3702.766568 = -10030204.862605
  nChanged 136
		SP:Iteration 50Q (7340.040000 sec): 3 clusters
  Score: Raw -10033932.144595 + Penalty 3702.766568 = -10030229.378027
  nChanged 135
		SP:Iteration 51Q (7340.240000 sec): 3 clusters
  Score: Raw -10033961.169992 + Penalty 3702.766568 = -10030258.403424
  nChanged 150
		SP:Iteration 52Q (7340.440000 sec): 3 clusters
  Score: Raw -10033998.814404 + Penalty 3702.766568 = -10030296.047836
  nChanged 163
		SP:Iteration 53Q (7340.640000 sec): 3 clusters
  Score: Raw -10034037.030445 + Penalty 3702.766568 = -10030334.263877
  nChanged 178
		SP:Iteration 54Q (7340.850000 sec): 3 clusters
  Score: Raw -10034073.857071 + Penalty 3702.766568 = -10030371.090503
  nChanged 173
		SP:Iteration 55Q (7341.050000 sec): 3 clusters
  Score: Raw -10034105.417034 + Penalty 3702.766568 = -10030402.650466
  nChanged 144
		SP:Iteration 56Q (7341.250000 sec): 3 clusters
  Score: Raw -10034129.604931 + Penalty 3702.766568 = -10030426.838363
  nChanged 145
		SP:Iteration 57Q (7341.450000 sec): 3 clusters
  Score: Raw -10034150.148748 + Penalty 3702.766568 = -10030447.382180
  nChanged 122
		SP:Iteration 58Q (7341.650000 sec): 3 clusters
  Score: Raw -10034163.165646 + Penalty 3702.766568 = -10030460.399078
  nChanged 90
		SP:Iteration 59Q (7341.850000 sec): 3 clusters
  Score: Raw -10034170.878356 + Penalty 3702.766568 = -10030468.111788
  nChanged 80
		SP:Iteration 60F (7342.090000 sec): 3 clusters
  Score: Raw -10034176.944095 + Penalty 3702.766568 = -10030474.177527
  nChanged 76
		SP:Iteration 61Q (7342.290000 sec): 3 clusters
  Score: Raw -10034182.057232 + Penalty 3702.766568 = -10030479.290664
  nChanged 68
		SP:Iteration 62Q (7342.490000 sec): 3 clusters
  Score: Raw -10034186.033875 + Penalty 3702.766568 = -10030483.267307
  nChanged 54
		SP:Iteration 63Q (7342.690000 sec): 3 clusters
  Score: Raw -10034188.127439 + Penalty 3702.766568 = -10030485.360871
  nChanged 30
		SP:Iteration 64Q (7342.890000 sec): 3 clusters
  Score: Raw -10034189.004598 + Penalty 3702.766568 = -10030486.238030
  nChanged 17
		SP:Iteration 65Q (7343.090000 sec): 3 clusters
  Score: Raw -10034189.330341 + Penalty 3702.766568 = -10030486.563773
  nChanged 13
		SP:Iteration 66Q (7343.290000 sec): 3 clusters
  Score: Raw -10034189.697236 + Penalty 3702.766568 = -10030486.930668
  nChanged 9
		SP:Iteration 67Q (7343.490000 sec): 3 clusters
  Score: Raw -10034189.975574 + Penalty 3702.766568 = -10030487.209006
  nChanged 10
		SP:Iteration 68Q (7343.700000 sec): 3 clusters
  Score: Raw -10034190.341715 + Penalty 3702.766568 = -10030487.575147
  nChanged 14
		SP:Iteration 69Q (7343.900000 sec): 3 clusters
  Score: Raw -10034190.811551 + Penalty 3702.766568 = -10030488.044983
  nChanged 14
		SP:Iteration 70Q (7344.110000 sec): 3 clusters
  Score: Raw -10034191.197813 + Penalty 3702.766568 = -10030488.431246
  nChanged 15
		SP:Iteration 71Q (7344.310000 sec): 3 clusters
  Score: Raw -10034191.513504 + Penalty 3702.766568 = -10030488.746936
  nChanged 18
		SP:Iteration 72Q (7344.510000 sec): 3 clusters
  Score: Raw -10034191.917356 + Penalty 3702.766568 = -10030489.150788
  nChanged 17
		SP:Iteration 73Q (7344.710000 sec): 3 clusters
  Score: Raw -10034192.329475 + Penalty 3702.766568 = -10030489.562907
  nChanged 13
		SP:Iteration 74Q (7344.910000 sec): 3 clusters
  Score: Raw -10034192.531021 + Penalty 3702.766568 = -10030489.764453
  nChanged 6
		SP:Iteration 75Q (7345.110000 sec): 3 clusters
  Score: Raw -10034192.611132 + Penalty 3702.766568 = -10030489.844564
  nChanged 2
		SP:Iteration 76Q (7345.320000 sec): 3 clusters
  Score: Raw -10034192.627393 + Penalty 3702.766568 = -10030489.860825
  nChanged 1
		SP:Iteration 77Q (7345.520000 sec): 3 clusters
  Score: Raw -10034192.639119 + Penalty 3702.766568 = -10030489.872551
  nChanged 1
		SP:Iteration 78Q (7345.720000 sec): 3 clusters
  Score: Raw -10034192.645828 + Penalty 3702.766568 = -10030489.879260
  nChanged 0
		SP:Iteration 79F (7345.960000 sec): 3 clusters
  Score: Raw -10034192.645828 + Penalty 3702.766568 = -10030489.879260
  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 12.55 GB.

 Trying to split cluster 16 (45653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7346.110000 sec): 2 clusters
  Score: Raw -5047876.574479 + Penalty 1743.433998 = -5046133.140481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7346.240000 sec): 3 clusters
  Score: Raw -5019076.833240 + Penalty 3486.867995 = -5015589.965245
  nChanged 21442
		SP:Iteration 1F (7346.360000 sec): 3 clusters
  Score: Raw -5032236.839707 + Penalty 3486.867995 = -5028749.971711
  nChanged 3234
		SP:Iteration 2F (7346.480000 sec): 3 clusters
  Score: Raw -5034884.764742 + Penalty 3486.867995 = -5031397.896747
  nChanged 3746
		SP:Iteration 3F (7346.610000 sec): 3 clusters
  Score: Raw -5038218.503055 + Penalty 3486.867995 = -5034731.635060
  nChanged 3980
		SP:Iteration 4F (7346.730000 sec): 3 clusters
  Score: Raw -5041775.828015 + Penalty 3486.867995 = -5038288.960019
  nChanged 3776
		SP:Iteration 5F (7346.850000 sec): 3 clusters
  Score: Raw -5045995.974211 + Penalty 3486.867995 = -5042509.106215
  nChanged 3704
		SP:Iteration 6F (7346.980000 sec): 3 clusters
  Score: Raw -5050239.253554 + Penalty 3486.867995 = -5046752.385559
  nChanged 3432
		SP:Iteration 7F (7347.100000 sec): 3 clusters
  Score: Raw -5053951.020566 + Penalty 3486.867995 = -5050464.152570
  nChanged 2709
		SP:Iteration 8F (7347.220000 sec): 3 clusters
  Score: Raw -5056738.044714 + Penalty 3486.867995 = -5053251.176718
  nChanged 1948
		SP:Iteration 9Q (7347.340000 sec): 3 clusters
  Score: Raw -5058897.379406 + Penalty 3486.867995 = -5055410.511411
  nChanged 1541
		SP:Iteration 10Q (7347.460000 sec): 3 clusters
  Score: Raw -5060619.380718 + Penalty 3486.867995 = -5057132.512722
  nChanged 1389
		SP:Iteration 11Q (7347.570000 sec): 3 clusters
  Score: Raw -5061628.411131 + Penalty 3486.867995 = -5058141.543136
  nChanged 1169
		SP:Iteration 12Q (7347.680000 sec): 3 clusters
  Score: Raw -5062336.207010 + Penalty 3486.867995 = -5058849.339014
  nChanged 1137
		SP:Iteration 13Q (7347.790000 sec): 3 clusters
  Score: Raw -5063173.312563 + Penalty 3486.867995 = -5059686.444567
  nChanged 1340
		SP:Iteration 14Q (7347.910000 sec): 3 clusters
  Score: Raw -5064566.616144 + Penalty 3486.867995 = -5061079.748148
  nChanged 1590
		SP:Iteration 15Q (7348.010000 sec): 3 clusters
  Score: Raw -5066715.600041 + Penalty 3486.867995 = -5063228.732045
  nChanged 1350
		SP:Iteration 16Q (7348.120000 sec): 3 clusters
  Score: Raw -5068025.057403 + Penalty 3486.867995 = -5064538.189408
  nChanged 842
		SP:Iteration 17Q (7348.230000 sec): 3 clusters
  Score: Raw -5068416.951918 + Penalty 3486.867995 = -5064930.083923
  nChanged 406
		SP:Iteration 18Q (7348.330000 sec): 3 clusters
  Score: Raw -5068516.891792 + Penalty 3486.867995 = -5065030.023797
  nChanged 193
		SP:Iteration 19Q (7348.430000 sec): 3 clusters
  Score: Raw -5068540.660945 + Penalty 3486.867995 = -5065053.792949
  nChanged 96
		SP:Iteration 20F (7348.560000 sec): 3 clusters
  Score: Raw -5068549.565706 + Penalty 3486.867995 = -5065062.697710
  nChanged 54
		SP:Iteration 21Q (7348.660000 sec): 3 clusters
  Score: Raw -5068552.407495 + Penalty 3486.867995 = -5065065.539500
  nChanged 27
		SP:Iteration 22Q (7348.770000 sec): 3 clusters
  Score: Raw -5068553.577766 + Penalty 3486.867995 = -5065066.709771
  nChanged 16
		SP:Iteration 23Q (7348.870000 sec): 3 clusters
  Score: Raw -5068554.065902 + Penalty 3486.867995 = -5065067.197907
  nChanged 11
		SP:Iteration 24Q (7348.970000 sec): 3 clusters
  Score: Raw -5068554.345999 + Penalty 3486.867995 = -5065067.478003
  nChanged 5
		SP:Iteration 25Q (7349.080000 sec): 3 clusters
  Score: Raw -5068554.474300 + Penalty 3486.867995 = -5065067.606305
  nChanged 1
		SP:Iteration 26Q (7349.180000 sec): 3 clusters
  Score: Raw -5068554.493363 + Penalty 3486.867995 = -5065067.625368
  nChanged 1
		SP:Iteration 27Q (7349.290000 sec): 3 clusters
  Score: Raw -5068554.501427 + Penalty 3486.867995 = -5065067.633431
  nChanged 0
		SP:Iteration 28F (7349.410000 sec): 3 clusters
  Score: Raw -5068554.501427 + Penalty 3486.867995 = -5065067.633431
  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 12.55 GB.

 Trying to split cluster 17 (18862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7349.470000 sec): 2 clusters
  Score: Raw -2126455.664278 + Penalty 1599.796997 = -2124855.867282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7349.530000 sec): 3 clusters
  Score: Raw -2115272.112240 + Penalty 3199.593993 = -2112072.518246
  nChanged 8554
		SP:Iteration 1F (7349.570000 sec): 3 clusters
  Score: Raw -2122047.329487 + Penalty 3199.593993 = -2118847.735494
  nChanged 2294
		SP:Iteration 2F (7349.620000 sec): 3 clusters
  Score: Raw -2125643.543764 + Penalty 3199.593993 = -2122443.949771
  nChanged 2509
		SP:Iteration 3F (7349.670000 sec): 3 clusters
  Score: Raw -2129979.030334 + Penalty 3199.593993 = -2126779.436341
  nChanged 1822
		SP:Iteration 4F (7349.720000 sec): 3 clusters
  Score: Raw -2131939.815509 + Penalty 3199.593993 = -2128740.221515
  nChanged 966
		SP:Iteration 5F (7349.770000 sec): 3 clusters
  Score: Raw -2132546.383940 + Penalty 3199.593993 = -2129346.789946
  nChanged 461
		SP:Iteration 6Q (7349.810000 sec): 3 clusters
  Score: Raw -2132742.965083 + Penalty 3199.593993 = -2129543.371090
  nChanged 270
		SP:Iteration 7Q (7349.860000 sec): 3 clusters
  Score: Raw -2132830.143757 + Penalty 3199.593993 = -2129630.549764
  nChanged 208
		SP:Iteration 8Q (7349.910000 sec): 3 clusters
  Score: Raw -2132894.837010 + Penalty 3199.593993 = -2129695.243016
  nChanged 164
		SP:Iteration 9Q (7349.950000 sec): 3 clusters
  Score: Raw -2132937.415834 + Penalty 3199.593993 = -2129737.821840
  nChanged 128
		SP:Iteration 10Q (7350.000000 sec): 3 clusters
  Score: Raw -2132963.467640 + Penalty 3199.593993 = -2129763.873646
  nChanged 89
		SP:Iteration 11Q (7350.050000 sec): 3 clusters
  Score: Raw -2132978.164650 + Penalty 3199.593993 = -2129778.570657
  nChanged 71
		SP:Iteration 12Q (7350.090000 sec): 3 clusters
  Score: Raw -2132990.002048 + Penalty 3199.593993 = -2129790.408055
  nChanged 61
		SP:Iteration 13Q (7350.140000 sec): 3 clusters
  Score: Raw -2132999.887633 + Penalty 3199.593993 = -2129800.293640
  nChanged 40
		SP:Iteration 14Q (7350.190000 sec): 3 clusters
  Score: Raw -2133004.495286 + Penalty 3199.593993 = -2129804.901292
  nChanged 35
		SP:Iteration 15Q (7350.240000 sec): 3 clusters
  Score: Raw -2133008.817915 + Penalty 3199.593993 = -2129809.223922
  nChanged 33
		SP:Iteration 16Q (7350.290000 sec): 3 clusters
  Score: Raw -2133012.371441 + Penalty 3199.593993 = -2129812.777448
  nChanged 25
		SP:Iteration 17Q (7350.330000 sec): 3 clusters
  Score: Raw -2133014.767814 + Penalty 3199.593993 = -2129815.173821
  nChanged 19
		SP:Iteration 18Q (7350.380000 sec): 3 clusters
  Score: Raw -2133016.172947 + Penalty 3199.593993 = -2129816.578953
  nChanged 14
		SP:Iteration 19Q (7350.430000 sec): 3 clusters
  Score: Raw -2133017.043341 + Penalty 3199.593993 = -2129817.449348
  nChanged 10
		SP:Iteration 20F (7350.480000 sec): 3 clusters
  Score: Raw -2133017.515962 + Penalty 3199.593993 = -2129817.921969
  nChanged 4
		SP:Iteration 21Q (7350.530000 sec): 3 clusters
  Score: Raw -2133017.673418 + Penalty 3199.593993 = -2129818.079425
  nChanged 1
		SP:Iteration 22Q (7350.570000 sec): 3 clusters
  Score: Raw -2133017.738263 + Penalty 3199.593993 = -2129818.144270
  nChanged 2
		SP:Iteration 23Q (7350.620000 sec): 3 clusters
  Score: Raw -2133017.845732 + Penalty 3199.593993 = -2129818.251739
  nChanged 3
		SP:Iteration 24Q (7350.670000 sec): 3 clusters
  Score: Raw -2133018.133900 + Penalty 3199.593993 = -2129818.539907
  nChanged 4
		SP:Iteration 25Q (7350.710000 sec): 3 clusters
  Score: Raw -2133018.445551 + Penalty 3199.593993 = -2129818.851558
  nChanged 6
		SP:Iteration 26Q (7350.760000 sec): 3 clusters
  Score: Raw -2133018.893525 + Penalty 3199.593993 = -2129819.299532
  nChanged 8
		SP:Iteration 27Q (7350.810000 sec): 3 clusters
  Score: Raw -2133019.538097 + Penalty 3199.593993 = -2129819.944103
  nChanged 6
		SP:Iteration 28Q (7350.860000 sec): 3 clusters
  Score: Raw -2133019.973406 + Penalty 3199.593993 = -2129820.379412
  nChanged 7
		SP:Iteration 29Q (7350.910000 sec): 3 clusters
  Score: Raw -2133020.471409 + Penalty 3199.593993 = -2129820.877416
  nChanged 9
		SP:Iteration 30Q (7350.950000 sec): 3 clusters
  Score: Raw -2133021.194478 + Penalty 3199.593993 = -2129821.600485
  nChanged 8
		SP:Iteration 31Q (7351.000000 sec): 3 clusters
  Score: Raw -2133021.977686 + Penalty 3199.593993 = -2129822.383692
  nChanged 10
		SP:Iteration 32Q (7351.050000 sec): 3 clusters
  Score: Raw -2133022.632402 + Penalty 3199.593993 = -2129823.038409
  nChanged 4
		SP:Iteration 33Q (7351.090000 sec): 3 clusters
  Score: Raw -2133022.804262 + Penalty 3199.593993 = -2129823.210269
  nChanged 5
		SP:Iteration 34Q (7351.140000 sec): 3 clusters
  Score: Raw -2133023.180608 + Penalty 3199.593993 = -2129823.586615
  nChanged 1
		SP:Iteration 35Q (7351.190000 sec): 3 clusters
  Score: Raw -2133023.209534 + Penalty 3199.593993 = -2129823.615541
  nChanged 1
		SP:Iteration 36Q (7351.240000 sec): 3 clusters
  Score: Raw -2133023.246838 + Penalty 3199.593993 = -2129823.652845
  nChanged 1
		SP:Iteration 37Q (7351.290000 sec): 3 clusters
  Score: Raw -2133023.295480 + Penalty 3199.593993 = -2129823.701486
  nChanged 0
		SP:Iteration 38F (7351.330000 sec): 3 clusters
  Score: Raw -2133023.295480 + Penalty 3199.593993 = -2129823.701486
  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 12.55 GB.

 Trying to split cluster 18 (23365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7351.410000 sec): 2 clusters
  Score: Raw -2312344.212323 + Penalty 1634.586599 = -2310709.625724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7351.470000 sec): 3 clusters
  Score: Raw -2298284.544944 + Penalty 3269.173198 = -2295015.371746
  nChanged 10730
		SP:Iteration 1F (7351.530000 sec): 3 clusters
  Score: Raw -2309081.210021 + Penalty 3269.173198 = -2305812.036823
  nChanged 3101
		SP:Iteration 2F (7351.590000 sec): 3 clusters
  Score: Raw -2313139.396941 + Penalty 3269.173198 = -2309870.223743
  nChanged 2586
		SP:Iteration 3F (7351.660000 sec): 3 clusters
  Score: Raw -2316351.131805 + Penalty 3269.173198 = -2313081.958607
  nChanged 1959
		SP:Iteration 4F (7351.720000 sec): 3 clusters
  Score: Raw -2319299.888271 + Penalty 3269.173198 = -2316030.715074
  nChanged 1647
		SP:Iteration 5F (7351.780000 sec): 3 clusters
  Score: Raw -2322442.834049 + Penalty 3269.173198 = -2319173.660851
  nChanged 1552
		SP:Iteration 6F (7351.840000 sec): 3 clusters
  Score: Raw -2325406.165420 + Penalty 3269.173198 = -2322136.992222
  nChanged 1489
		SP:Iteration 7F (7351.900000 sec): 3 clusters
  Score: Raw -2327322.950608 + Penalty 3269.173198 = -2324053.777410
  nChanged 1338
		SP:Iteration 8F (7351.960000 sec): 3 clusters
  Score: Raw -2329131.404292 + Penalty 3269.173198 = -2325862.231094
  nChanged 1183
		SP:Iteration 9F (7352.030000 sec): 3 clusters
  Score: Raw -2330896.542098 + Penalty 3269.173198 = -2327627.368900
  nChanged 912
		SP:Iteration 10Q (7352.080000 sec): 3 clusters
  Score: Raw -2332250.038789 + Penalty 3269.173198 = -2328980.865591
  nChanged 527
		SP:Iteration 11Q (7352.130000 sec): 3 clusters
  Score: Raw -2332958.972596 + Penalty 3269.173198 = -2329689.799398
  nChanged 268
		SP:Iteration 12Q (7352.190000 sec): 3 clusters
  Score: Raw -2333321.589245 + Penalty 3269.173198 = -2330052.416047
  nChanged 197
		SP:Iteration 13Q (7352.230000 sec): 3 clusters
  Score: Raw -2333664.582668 + Penalty 3269.173198 = -2330395.409470
  nChanged 184
		SP:Iteration 14Q (7352.290000 sec): 3 clusters
  Score: Raw -2334008.185134 + Penalty 3269.173198 = -2330739.011936
  nChanged 167
		SP:Iteration 15Q (7352.330000 sec): 3 clusters
  Score: Raw -2334268.435737 + Penalty 3269.173198 = -2330999.262539
  nChanged 159
		SP:Iteration 16Q (7352.380000 sec): 3 clusters
  Score: Raw -2334421.489011 + Penalty 3269.173198 = -2331152.315813
  nChanged 127
		SP:Iteration 17Q (7352.430000 sec): 3 clusters
  Score: Raw -2334522.575241 + Penalty 3269.173198 = -2331253.402043
  nChanged 108
		SP:Iteration 18Q (7352.480000 sec): 3 clusters
  Score: Raw -2334608.744995 + Penalty 3269.173198 = -2331339.571797
  nChanged 116
		SP:Iteration 19Q (7352.530000 sec): 3 clusters
  Score: Raw -2334659.631323 + Penalty 3269.173198 = -2331390.458125
  nChanged 76
		SP:Iteration 20F (7352.590000 sec): 3 clusters
  Score: Raw -2334722.410281 + Penalty 3269.173198 = -2331453.237083
  nChanged 87
		SP:Iteration 21Q (7352.640000 sec): 3 clusters
  Score: Raw -2334754.677518 + Penalty 3269.173198 = -2331485.504320
  nChanged 65
		SP:Iteration 22Q (7352.690000 sec): 3 clusters
  Score: Raw -2334774.590132 + Penalty 3269.173198 = -2331505.416934
  nChanged 57
		SP:Iteration 23Q (7352.750000 sec): 3 clusters
  Score: Raw -2334792.000519 + Penalty 3269.173198 = -2331522.827321
  nChanged 56
		SP:Iteration 24Q (7352.790000 sec): 3 clusters
  Score: Raw -2334811.234915 + Penalty 3269.173198 = -2331542.061717
  nChanged 56
		SP:Iteration 25Q (7352.850000 sec): 3 clusters
  Score: Raw -2334832.324721 + Penalty 3269.173198 = -2331563.151523
  nChanged 50
		SP:Iteration 26Q (7352.900000 sec): 3 clusters
  Score: Raw -2334850.943201 + Penalty 3269.173198 = -2331581.770003
  nChanged 48
		SP:Iteration 27Q (7352.950000 sec): 3 clusters
  Score: Raw -2334868.973959 + Penalty 3269.173198 = -2331599.800761
  nChanged 54
		SP:Iteration 28Q (7353.000000 sec): 3 clusters
  Score: Raw -2334889.473980 + Penalty 3269.173198 = -2331620.300782
  nChanged 48
		SP:Iteration 29Q (7353.050000 sec): 3 clusters
  Score: Raw -2334904.046768 + Penalty 3269.173198 = -2331634.873570
  nChanged 63
		SP:Iteration 30Q (7353.090000 sec): 3 clusters
  Score: Raw -2334925.918234 + Penalty 3269.173198 = -2331656.745036
  nChanged 63
		SP:Iteration 31Q (7353.150000 sec): 3 clusters
  Score: Raw -2334949.564122 + Penalty 3269.173198 = -2331680.390924
  nChanged 73
		SP:Iteration 32Q (7353.190000 sec): 3 clusters
  Score: Raw -2334973.788468 + Penalty 3269.173198 = -2331704.615271
  nChanged 63
		SP:Iteration 33Q (7353.240000 sec): 3 clusters
  Score: Raw -2334996.577921 + Penalty 3269.173198 = -2331727.404723
  nChanged 69
		SP:Iteration 34Q (7353.290000 sec): 3 clusters
  Score: Raw -2335018.308208 + Penalty 3269.173198 = -2331749.135010
  nChanged 63
		SP:Iteration 35Q (7353.340000 sec): 3 clusters
  Score: Raw -2335035.391324 + Penalty 3269.173198 = -2331766.218126
  nChanged 51
		SP:Iteration 36Q (7353.390000 sec): 3 clusters
  Score: Raw -2335045.238503 + Penalty 3269.173198 = -2331776.065305
  nChanged 39
		SP:Iteration 37Q (7353.440000 sec): 3 clusters
  Score: Raw -2335051.344442 + Penalty 3269.173198 = -2331782.171244
  nChanged 38
		SP:Iteration 38Q (7353.490000 sec): 3 clusters
  Score: Raw -2335056.413262 + Penalty 3269.173198 = -2331787.240064
  nChanged 32
		SP:Iteration 39Q (7353.540000 sec): 3 clusters
  Score: Raw -2335059.627409 + Penalty 3269.173198 = -2331790.454211
  nChanged 23
		SP:Iteration 40F (7353.600000 sec): 3 clusters
  Score: Raw -2335061.903787 + Penalty 3269.173198 = -2331792.730590
  nChanged 24
		SP:Iteration 41Q (7353.650000 sec): 3 clusters
  Score: Raw -2335064.709973 + Penalty 3269.173198 = -2331795.536775
  nChanged 23
		SP:Iteration 42Q (7353.700000 sec): 3 clusters
  Score: Raw -2335066.790951 + Penalty 3269.173198 = -2331797.617753
  nChanged 19
		SP:Iteration 43Q (7353.750000 sec): 3 clusters
  Score: Raw -2335067.867470 + Penalty 3269.173198 = -2331798.694272
  nChanged 9
		SP:Iteration 44Q (7353.800000 sec): 3 clusters
  Score: Raw -2335068.321692 + Penalty 3269.173198 = -2331799.148494
  nChanged 6
		SP:Iteration 45Q (7353.850000 sec): 3 clusters
  Score: Raw -2335068.737347 + Penalty 3269.173198 = -2331799.564149
  nChanged 12
		SP:Iteration 46Q (7353.900000 sec): 3 clusters
  Score: Raw -2335070.251042 + Penalty 3269.173198 = -2331801.077844
  nChanged 19
		SP:Iteration 47Q (7353.950000 sec): 3 clusters
  Score: Raw -2335071.386380 + Penalty 3269.173198 = -2331802.213183
  nChanged 6
		SP:Iteration 48Q (7354.000000 sec): 3 clusters
  Score: Raw -2335071.642535 + Penalty 3269.173198 = -2331802.469338
  nChanged 6
		SP:Iteration 49Q (7354.050000 sec): 3 clusters
  Score: Raw -2335071.853774 + Penalty 3269.173198 = -2331802.680576
  nChanged 4
		SP:Iteration 50Q (7354.100000 sec): 3 clusters
  Score: Raw -2335072.351732 + Penalty 3269.173198 = -2331803.178534
  nChanged 4
		SP:Iteration 51Q (7354.150000 sec): 3 clusters
  Score: Raw -2335072.794508 + Penalty 3269.173198 = -2331803.621310
  nChanged 7
		SP:Iteration 52Q (7354.200000 sec): 3 clusters
  Score: Raw -2335073.202135 + Penalty 3269.173198 = -2331804.028937
  nChanged 2
		SP:Iteration 53Q (7354.250000 sec): 3 clusters
  Score: Raw -2335073.277226 + Penalty 3269.173198 = -2331804.104028
  nChanged 5
		SP:Iteration 54Q (7354.300000 sec): 3 clusters
  Score: Raw -2335073.474388 + Penalty 3269.173198 = -2331804.301190
  nChanged 1
		SP:Iteration 55Q (7354.350000 sec): 3 clusters
  Score: Raw -2335073.533197 + Penalty 3269.173198 = -2331804.359999
  nChanged 2
		SP:Iteration 56Q (7354.400000 sec): 3 clusters
  Score: Raw -2335073.601654 + Penalty 3269.173198 = -2331804.428456
  nChanged 0
		SP:Iteration 57F (7354.470000 sec): 3 clusters
  Score: Raw -2335073.601654 + Penalty 3269.173198 = -2331804.428456
  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 12.55 GB.

 Trying to split cluster 19 (3077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7354.490000 sec): 2 clusters
  Score: Raw -320220.075810 + Penalty 1305.152936 = -318914.922874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7354.500000 sec): 3 clusters
  Score: Raw -318867.726162 + Penalty 2610.305872 = -316257.420290
  nChanged 1242
		SP:Iteration 1F (7354.510000 sec): 3 clusters
  Score: Raw -320959.466551 + Penalty 2610.305872 = -318349.160679
  nChanged 500
		SP:Iteration 2F (7354.510000 sec): 3 clusters
  Score: Raw -322856.169362 + Penalty 2610.305872 = -320245.863490
  nChanged 416
		SP:Iteration 3F (7354.520000 sec): 3 clusters
  Score: Raw -324674.555591 + Penalty 2610.305872 = -322064.249719
  nChanged 274
		SP:Iteration 4F (7354.530000 sec): 3 clusters
  Score: Raw -326284.586926 + Penalty 2610.305872 = -323674.281054
  nChanged 177
		SP:Iteration 5F (7354.540000 sec): 3 clusters
  Score: Raw -328528.333187 + Penalty 2610.305872 = -325918.027315
  nChanged 27
		SP:Iteration 6Q (7354.540000 sec): 3 clusters
  Score: Raw -328995.913037 + Penalty 2610.305872 = -326385.607165
  nChanged 4
		SP:Iteration 7Q (7354.550000 sec): 3 clusters
  Score: Raw -329065.982378 + Penalty 2610.305872 = -326455.676507
  nChanged 20
		SP:Iteration 8Q (7354.550000 sec): 3 clusters
  Score: Raw -329737.244949 + Penalty 2610.305872 = -327126.939077
  nChanged 7
		SP:Iteration 9Q (7354.560000 sec): 3 clusters
  Score: Raw -329925.980729 + Penalty 2610.305872 = -327315.674857
  nChanged 0
		SP:Iteration 10F (7354.570000 sec): 3 clusters
  Score: Raw -329925.980729 + Penalty 2610.305872 = -327315.674857
  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 12.55 GB.

 Trying to split cluster 20 (30738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7354.660000 sec): 2 clusters
  Score: Raw -3493505.229283 + Penalty 1679.153930 = -3491826.075353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7354.750000 sec): 3 clusters
  Score: Raw -3474523.900688 + Penalty 3358.307860 = -3471165.592828
  nChanged 14257
		SP:Iteration 1F (7354.830000 sec): 3 clusters
  Score: Raw -3482719.308518 + Penalty 3358.307860 = -3479361.000658
  nChanged 1791
		SP:Iteration 2F (7354.910000 sec): 3 clusters
  Score: Raw -3483732.268033 + Penalty 3358.307860 = -3480373.960173
  nChanged 1833
		SP:Iteration 3F (7354.990000 sec): 3 clusters
  Score: Raw -3484991.960049 + Penalty 3358.307860 = -3481633.652189
  nChanged 2079
		SP:Iteration 4F (7355.070000 sec): 3 clusters
  Score: Raw -3486536.011762 + Penalty 3358.307860 = -3483177.703902
  nChanged 2239
		SP:Iteration 5F (7355.150000 sec): 3 clusters
  Score: Raw -3488439.583360 + Penalty 3358.307860 = -3485081.275501
  nChanged 2196
		SP:Iteration 6F (7355.230000 sec): 3 clusters
  Score: Raw -3490386.794884 + Penalty 3358.307860 = -3487028.487024
  nChanged 1942
		SP:Iteration 7F (7355.310000 sec): 3 clusters
  Score: Raw -3492235.345999 + Penalty 3358.307860 = -3488877.038140
  nChanged 1643
		SP:Iteration 8F (7355.390000 sec): 3 clusters
  Score: Raw -3493825.329951 + Penalty 3358.307860 = -3490467.022091
  nChanged 1250
		SP:Iteration 9Q (7355.470000 sec): 3 clusters
  Score: Raw -3494864.053171 + Penalty 3358.307860 = -3491505.745311
  nChanged 946
		SP:Iteration 10Q (7355.550000 sec): 3 clusters
  Score: Raw -3495449.356930 + Penalty 3358.307860 = -3492091.049070
  nChanged 683
		SP:Iteration 11Q (7355.620000 sec): 3 clusters
  Score: Raw -3495767.239212 + Penalty 3358.307860 = -3492408.931352
  nChanged 473
		SP:Iteration 12Q (7355.690000 sec): 3 clusters
  Score: Raw -3495925.219183 + Penalty 3358.307860 = -3492566.911323
  nChanged 324
		SP:Iteration 13Q (7355.770000 sec): 3 clusters
  Score: Raw -3496006.044500 + Penalty 3358.307860 = -3492647.736640
  nChanged 222
		SP:Iteration 14Q (7355.840000 sec): 3 clusters
  Score: Raw -3496049.657086 + Penalty 3358.307860 = -3492691.349226
  nChanged 159
		SP:Iteration 15Q (7355.910000 sec): 3 clusters
  Score: Raw -3496075.930156 + Penalty 3358.307860 = -3492717.622296
  nChanged 115
		SP:Iteration 16Q (7355.990000 sec): 3 clusters
  Score: Raw -3496096.882278 + Penalty 3358.307860 = -3492738.574419
  nChanged 98
		SP:Iteration 17Q (7356.060000 sec): 3 clusters
  Score: Raw -3496111.527133 + Penalty 3358.307860 = -3492753.219274
  nChanged 72
		SP:Iteration 18Q (7356.130000 sec): 3 clusters
  Score: Raw -3496119.719296 + Penalty 3358.307860 = -3492761.411436
  nChanged 65
		SP:Iteration 19Q (7356.210000 sec): 3 clusters
  Score: Raw -3496126.662716 + Penalty 3358.307860 = -3492768.354856
  nChanged 57
		SP:Iteration 20F (7356.290000 sec): 3 clusters
  Score: Raw -3496131.732915 + Penalty 3358.307860 = -3492773.425055
  nChanged 37
		SP:Iteration 21Q (7356.360000 sec): 3 clusters
  Score: Raw -3496134.789670 + Penalty 3358.307860 = -3492776.481810
  nChanged 30
		SP:Iteration 22Q (7356.440000 sec): 3 clusters
  Score: Raw -3496136.516296 + Penalty 3358.307860 = -3492778.208436
  nChanged 23
		SP:Iteration 23Q (7356.510000 sec): 3 clusters
  Score: Raw -3496138.522845 + Penalty 3358.307860 = -3492780.214985
  nChanged 24
		SP:Iteration 24Q (7356.590000 sec): 3 clusters
  Score: Raw -3496139.839622 + Penalty 3358.307860 = -3492781.531762
  nChanged 24
		SP:Iteration 25Q (7356.660000 sec): 3 clusters
  Score: Raw -3496141.320936 + Penalty 3358.307860 = -3492783.013076
  nChanged 24
		SP:Iteration 26Q (7356.730000 sec): 3 clusters
  Score: Raw -3496143.749427 + Penalty 3358.307860 = -3492785.441567
  nChanged 36
		SP:Iteration 27Q (7356.810000 sec): 3 clusters
  Score: Raw -3496147.323856 + Penalty 3358.307860 = -3492789.015997
  nChanged 33
		SP:Iteration 28Q (7356.880000 sec): 3 clusters
  Score: Raw -3496150.931290 + Penalty 3358.307860 = -3492792.623430
  nChanged 37
		SP:Iteration 29Q (7356.950000 sec): 3 clusters
  Score: Raw -3496154.532827 + Penalty 3358.307860 = -3492796.224967
  nChanged 41
		SP:Iteration 30Q (7357.030000 sec): 3 clusters
  Score: Raw -3496157.590488 + Penalty 3358.307860 = -3492799.282628
  nChanged 29
		SP:Iteration 31Q (7357.100000 sec): 3 clusters
  Score: Raw -3496160.222070 + Penalty 3358.307860 = -3492801.914210
  nChanged 23
		SP:Iteration 32Q (7357.170000 sec): 3 clusters
  Score: Raw -3496162.989706 + Penalty 3358.307860 = -3492804.681846
  nChanged 32
		SP:Iteration 33Q (7357.250000 sec): 3 clusters
  Score: Raw -3496165.759640 + Penalty 3358.307860 = -3492807.451780
  nChanged 32
		SP:Iteration 34Q (7357.320000 sec): 3 clusters
  Score: Raw -3496168.796173 + Penalty 3358.307860 = -3492810.488313
  nChanged 22
		SP:Iteration 35Q (7357.390000 sec): 3 clusters
  Score: Raw -3496170.616799 + Penalty 3358.307860 = -3492812.308939
  nChanged 17
		SP:Iteration 36Q (7357.460000 sec): 3 clusters
  Score: Raw -3496171.826680 + Penalty 3358.307860 = -3492813.518820
  nChanged 26
		SP:Iteration 37Q (7357.530000 sec): 3 clusters
  Score: Raw -3496174.096691 + Penalty 3358.307860 = -3492815.788831
  nChanged 31
		SP:Iteration 38Q (7357.610000 sec): 3 clusters
  Score: Raw -3496177.787579 + Penalty 3358.307860 = -3492819.479719
  nChanged 35
		SP:Iteration 39Q (7357.680000 sec): 3 clusters
  Score: Raw -3496180.672093 + Penalty 3358.307860 = -3492822.364233
  nChanged 38
		SP:Iteration 40F (7357.760000 sec): 3 clusters
  Score: Raw -3496185.029789 + Penalty 3358.307860 = -3492826.721929
  nChanged 44
		SP:Iteration 41Q (7357.830000 sec): 3 clusters
  Score: Raw -3496190.991475 + Penalty 3358.307860 = -3492832.683616
  nChanged 49
		SP:Iteration 42Q (7357.910000 sec): 3 clusters
  Score: Raw -3496196.729703 + Penalty 3358.307860 = -3492838.421844
  nChanged 36
		SP:Iteration 43Q (7357.980000 sec): 3 clusters
  Score: Raw -3496201.706818 + Penalty 3358.307860 = -3492843.398958
  nChanged 35
		SP:Iteration 44Q (7358.050000 sec): 3 clusters
  Score: Raw -3496206.164722 + Penalty 3358.307860 = -3492847.856863
  nChanged 32
		SP:Iteration 45Q (7358.130000 sec): 3 clusters
  Score: Raw -3496211.040862 + Penalty 3358.307860 = -3492852.733002
  nChanged 36
		SP:Iteration 46Q (7358.200000 sec): 3 clusters
  Score: Raw -3496221.041800 + Penalty 3358.307860 = -3492862.733941
  nChanged 50
		SP:Iteration 47Q (7358.270000 sec): 3 clusters
  Score: Raw -3496230.504828 + Penalty 3358.307860 = -3492872.196968
  nChanged 54
		SP:Iteration 48Q (7358.350000 sec): 3 clusters
  Score: Raw -3496239.102295 + Penalty 3358.307860 = -3492880.794435
  nChanged 50
		SP:Iteration 49Q (7358.420000 sec): 3 clusters
  Score: Raw -3496245.077886 + Penalty 3358.307860 = -3492886.770026
  nChanged 41
		SP:Iteration 50Q (7358.490000 sec): 3 clusters
  Score: Raw -3496252.141170 + Penalty 3358.307860 = -3492893.833310
  nChanged 55
		SP:Iteration 51Q (7358.570000 sec): 3 clusters
  Score: Raw -3496261.374185 + Penalty 3358.307860 = -3492903.066326
  nChanged 58
		SP:Iteration 52Q (7358.640000 sec): 3 clusters
  Score: Raw -3496269.706174 + Penalty 3358.307860 = -3492911.398314
  nChanged 54
		SP:Iteration 53Q (7358.710000 sec): 3 clusters
  Score: Raw -3496277.849638 + Penalty 3358.307860 = -3492919.541778
  nChanged 64
		SP:Iteration 54Q (7358.780000 sec): 3 clusters
  Score: Raw -3496286.210177 + Penalty 3358.307860 = -3492927.902317
  nChanged 62
		SP:Iteration 55Q (7358.850000 sec): 3 clusters
  Score: Raw -3496295.138821 + Penalty 3358.307860 = -3492936.830962
  nChanged 70
		SP:Iteration 56Q (7358.930000 sec): 3 clusters
  Score: Raw -3496308.034573 + Penalty 3358.307860 = -3492949.726714
  nChanged 72
		SP:Iteration 57Q (7359.000000 sec): 3 clusters
  Score: Raw -3496319.692990 + Penalty 3358.307860 = -3492961.385130
  nChanged 66
		SP:Iteration 58Q (7359.070000 sec): 3 clusters
  Score: Raw -3496332.946653 + Penalty 3358.307860 = -3492974.638793
  nChanged 71
		SP:Iteration 59Q (7359.140000 sec): 3 clusters
  Score: Raw -3496351.637529 + Penalty 3358.307860 = -3492993.329669
  nChanged 96
		SP:Iteration 60F (7359.230000 sec): 3 clusters
  Score: Raw -3496375.292719 + Penalty 3358.307860 = -3493016.984860
  nChanged 103
		SP:Iteration 61Q (7359.300000 sec): 3 clusters
  Score: Raw -3496397.265918 + Penalty 3358.307860 = -3493038.958058
  nChanged 99
		SP:Iteration 62Q (7359.370000 sec): 3 clusters
  Score: Raw -3496420.407178 + Penalty 3358.307860 = -3493062.099318
  nChanged 100
		SP:Iteration 63Q (7359.440000 sec): 3 clusters
  Score: Raw -3496441.821470 + Penalty 3358.307860 = -3493083.513610
  nChanged 109
		SP:Iteration 64Q (7359.510000 sec): 3 clusters
  Score: Raw -3496464.497737 + Penalty 3358.307860 = -3493106.189877
  nChanged 109
		SP:Iteration 65Q (7359.580000 sec): 3 clusters
  Score: Raw -3496486.281287 + Penalty 3358.307860 = -3493127.973427
  nChanged 94
		SP:Iteration 66Q (7359.650000 sec): 3 clusters
  Score: Raw -3496500.211589 + Penalty 3358.307860 = -3493141.903729
  nChanged 76
		SP:Iteration 67Q (7359.730000 sec): 3 clusters
  Score: Raw -3496511.811356 + Penalty 3358.307860 = -3493153.503496
  nChanged 76
		SP:Iteration 68Q (7359.800000 sec): 3 clusters
  Score: Raw -3496521.430841 + Penalty 3358.307860 = -3493163.122981
  nChanged 64
		SP:Iteration 69Q (7359.870000 sec): 3 clusters
  Score: Raw -3496532.639582 + Penalty 3358.307860 = -3493174.331722
  nChanged 84
		SP:Iteration 70Q (7359.940000 sec): 3 clusters
  Score: Raw -3496548.761684 + Penalty 3358.307860 = -3493190.453824
  nChanged 92
		SP:Iteration 71Q (7360.010000 sec): 3 clusters
  Score: Raw -3496568.430215 + Penalty 3358.307860 = -3493210.122355
  nChanged 93
		SP:Iteration 72Q (7360.090000 sec): 3 clusters
  Score: Raw -3496586.680352 + Penalty 3358.307860 = -3493228.372492
  nChanged 81
		SP:Iteration 73Q (7360.150000 sec): 3 clusters
  Score: Raw -3496605.197649 + Penalty 3358.307860 = -3493246.889790
  nChanged 83
		SP:Iteration 74Q (7360.230000 sec): 3 clusters
  Score: Raw -3496627.685484 + Penalty 3358.307860 = -3493269.377624
  nChanged 89
		SP:Iteration 75Q (7360.300000 sec): 3 clusters
  Score: Raw -3496647.472116 + Penalty 3358.307860 = -3493289.164256
  nChanged 83
		SP:Iteration 76Q (7360.370000 sec): 3 clusters
  Score: Raw -3496661.425849 + Penalty 3358.307860 = -3493303.117989
  nChanged 64
		SP:Iteration 77Q (7360.440000 sec): 3 clusters
  Score: Raw -3496672.251750 + Penalty 3358.307860 = -3493313.943891
  nChanged 62
		SP:Iteration 78Q (7360.510000 sec): 3 clusters
  Score: Raw -3496682.022025 + Penalty 3358.307860 = -3493323.714165
  nChanged 48
		SP:Iteration 79Q (7360.580000 sec): 3 clusters
  Score: Raw -3496689.665367 + Penalty 3358.307860 = -3493331.357507
  nChanged 54
		SP:Iteration 80F (7360.660000 sec): 3 clusters
  Score: Raw -3496698.055228 + Penalty 3358.307860 = -3493339.747368
  nChanged 51
		SP:Iteration 81Q (7360.730000 sec): 3 clusters
  Score: Raw -3496706.836440 + Penalty 3358.307860 = -3493348.528580
  nChanged 57
		SP:Iteration 82Q (7360.800000 sec): 3 clusters
  Score: Raw -3496714.993922 + Penalty 3358.307860 = -3493356.686062
  nChanged 53
		SP:Iteration 83Q (7360.870000 sec): 3 clusters
  Score: Raw -3496721.682709 + Penalty 3358.307860 = -3493363.374849
  nChanged 55
		SP:Iteration 84Q (7360.940000 sec): 3 clusters
  Score: Raw -3496729.811548 + Penalty 3358.307860 = -3493371.503688
  nChanged 41
		SP:Iteration 85Q (7361.010000 sec): 3 clusters
  Score: Raw -3496737.762268 + Penalty 3358.307860 = -3493379.454408
  nChanged 42
		SP:Iteration 86Q (7361.080000 sec): 3 clusters
  Score: Raw -3496745.157361 + Penalty 3358.307860 = -3493386.849501
  nChanged 45
		SP:Iteration 87Q (7361.150000 sec): 3 clusters
  Score: Raw -3496751.848405 + Penalty 3358.307860 = -3493393.540545
  nChanged 39
		SP:Iteration 88Q (7361.220000 sec): 3 clusters
  Score: Raw -3496756.620378 + Penalty 3358.307860 = -3493398.312518
  nChanged 36
		SP:Iteration 89Q (7361.290000 sec): 3 clusters
  Score: Raw -3496762.066229 + Penalty 3358.307860 = -3493403.758369
  nChanged 32
		SP:Iteration 90Q (7361.360000 sec): 3 clusters
  Score: Raw -3496766.883571 + Penalty 3358.307860 = -3493408.575711
  nChanged 44
		SP:Iteration 91Q (7361.430000 sec): 3 clusters
  Score: Raw -3496772.015048 + Penalty 3358.307860 = -3493413.707188
  nChanged 34
		SP:Iteration 92Q (7361.500000 sec): 3 clusters
  Score: Raw -3496775.952707 + Penalty 3358.307860 = -3493417.644847
  nChanged 33
		SP:Iteration 93Q (7361.570000 sec): 3 clusters
  Score: Raw -3496779.162990 + Penalty 3358.307860 = -3493420.855130
  nChanged 37
		SP:Iteration 94Q (7361.640000 sec): 3 clusters
  Score: Raw -3496783.419786 + Penalty 3358.307860 = -3493425.111926
  nChanged 41
		SP:Iteration 95Q (7361.710000 sec): 3 clusters
  Score: Raw -3496788.035159 + Penalty 3358.307860 = -3493429.727299
  nChanged 40
		SP:Iteration 96Q (7361.780000 sec): 3 clusters
  Score: Raw -3496792.523913 + Penalty 3358.307860 = -3493434.216053
  nChanged 37
		SP:Iteration 97Q (7361.850000 sec): 3 clusters
  Score: Raw -3496795.752655 + Penalty 3358.307860 = -3493437.444795
  nChanged 28
		SP:Iteration 98Q (7361.920000 sec): 3 clusters
  Score: Raw -3496798.440919 + Penalty 3358.307860 = -3493440.133060
  nChanged 29
		SP:Iteration 99Q (7361.990000 sec): 3 clusters
  Score: Raw -3496802.073001 + Penalty 3358.307860 = -3493443.765141
  nChanged 32
		SP:Iteration 100F (7362.070000 sec): 3 clusters
  Score: Raw -3496805.841129 + Penalty 3358.307860 = -3493447.533269
  nChanged 33
		SP:Iteration 101Q (7362.140000 sec): 3 clusters
  Score: Raw -3496808.674935 + Penalty 3358.307860 = -3493450.367076
  nChanged 25
		SP:Iteration 102Q (7362.210000 sec): 3 clusters
  Score: Raw -3496811.318587 + Penalty 3358.307860 = -3493453.010728
  nChanged 22
		SP:Iteration 103Q (7362.280000 sec): 3 clusters
  Score: Raw -3496814.058696 + Penalty 3358.307860 = -3493455.750836
  nChanged 25
		SP:Iteration 104Q (7362.350000 sec): 3 clusters
  Score: Raw -3496816.790111 + Penalty 3358.307860 = -3493458.482251
  nChanged 23
		SP:Iteration 105Q (7362.420000 sec): 3 clusters
  Score: Raw -3496818.745908 + Penalty 3358.307860 = -3493460.438048
  nChanged 14
		SP:Iteration 106Q (7362.490000 sec): 3 clusters
  Score: Raw -3496819.803941 + Penalty 3358.307860 = -3493461.496081
  nChanged 17
		SP:Iteration 107Q (7362.560000 sec): 3 clusters
  Score: Raw -3496821.959873 + Penalty 3358.307860 = -3493463.652013
  nChanged 20
		SP:Iteration 108Q (7362.630000 sec): 3 clusters
  Score: Raw -3496825.154327 + Penalty 3358.307860 = -3493466.846467
  nChanged 28
		SP:Iteration 109Q (7362.710000 sec): 3 clusters
  Score: Raw -3496829.154221 + Penalty 3358.307860 = -3493470.846361
  nChanged 29
		SP:Iteration 110Q (7362.780000 sec): 3 clusters
  Score: Raw -3496833.249440 + Penalty 3358.307860 = -3493474.941580
  nChanged 30
		SP:Iteration 111Q (7362.850000 sec): 3 clusters
  Score: Raw -3496837.407358 + Penalty 3358.307860 = -3493479.099499
  nChanged 31
		SP:Iteration 112Q (7362.920000 sec): 3 clusters
  Score: Raw -3496841.328595 + Penalty 3358.307860 = -3493483.020735
  nChanged 21
		SP:Iteration 113Q (7362.990000 sec): 3 clusters
  Score: Raw -3496843.336565 + Penalty 3358.307860 = -3493485.028705
  nChanged 23
		SP:Iteration 114Q (7363.060000 sec): 3 clusters
  Score: Raw -3496845.224769 + Penalty 3358.307860 = -3493486.916909
  nChanged 17
		SP:Iteration 115Q (7363.130000 sec): 3 clusters
  Score: Raw -3496846.423462 + Penalty 3358.307860 = -3493488.115603
  nChanged 12
		SP:Iteration 116Q (7363.200000 sec): 3 clusters
  Score: Raw -3496847.331909 + Penalty 3358.307860 = -3493489.024049
  nChanged 9
		SP:Iteration 117Q (7363.270000 sec): 3 clusters
  Score: Raw -3496847.956715 + Penalty 3358.307860 = -3493489.648856
  nChanged 11
		SP:Iteration 118Q (7363.340000 sec): 3 clusters
  Score: Raw -3496848.542269 + Penalty 3358.307860 = -3493490.234409
  nChanged 11
		SP:Iteration 119Q (7363.410000 sec): 3 clusters
  Score: Raw -3496849.354494 + Penalty 3358.307860 = -3493491.046635
  nChanged 9
		SP:Iteration 120F (7363.490000 sec): 3 clusters
  Score: Raw -3496849.994468 + Penalty 3358.307860 = -3493491.686608
  nChanged 11
		SP:Iteration 121Q (7363.560000 sec): 3 clusters
  Score: Raw -3496850.833452 + Penalty 3358.307860 = -3493492.525592
  nChanged 6
		SP:Iteration 122Q (7363.630000 sec): 3 clusters
  Score: Raw -3496851.111419 + Penalty 3358.307860 = -3493492.803559
  nChanged 2
		SP:Iteration 123Q (7363.700000 sec): 3 clusters
  Score: Raw -3496851.203749 + Penalty 3358.307860 = -3493492.895889
  nChanged 3
		SP:Iteration 124Q (7363.770000 sec): 3 clusters
  Score: Raw -3496851.416346 + Penalty 3358.307860 = -3493493.108486
  nChanged 5
		SP:Iteration 125Q (7363.840000 sec): 3 clusters
  Score: Raw -3496851.795633 + Penalty 3358.307860 = -3493493.487774
  nChanged 4
		SP:Iteration 126Q (7363.910000 sec): 3 clusters
  Score: Raw -3496852.017320 + Penalty 3358.307860 = -3493493.709460
  nChanged 4
		SP:Iteration 127Q (7363.980000 sec): 3 clusters
  Score: Raw -3496852.273704 + Penalty 3358.307860 = -3493493.965844
  nChanged 4
		SP:Iteration 128Q (7364.050000 sec): 3 clusters
  Score: Raw -3496852.891636 + Penalty 3358.307860 = -3493494.583777
  nChanged 11
		SP:Iteration 129Q (7364.120000 sec): 3 clusters
  Score: Raw -3496854.381172 + Penalty 3358.307860 = -3493496.073312
  nChanged 11
		SP:Iteration 130Q (7364.190000 sec): 3 clusters
  Score: Raw -3496855.681362 + Penalty 3358.307860 = -3493497.373502
  nChanged 10
		SP:Iteration 131Q (7364.250000 sec): 3 clusters
  Score: Raw -3496856.408223 + Penalty 3358.307860 = -3493498.100363
  nChanged 7
		SP:Iteration 132Q (7364.320000 sec): 3 clusters
  Score: Raw -3496857.047403 + Penalty 3358.307860 = -3493498.739543
  nChanged 6
		SP:Iteration 133Q (7364.390000 sec): 3 clusters
  Score: Raw -3496857.644654 + Penalty 3358.307860 = -3493499.336794
  nChanged 7
		SP:Iteration 134Q (7364.460000 sec): 3 clusters
  Score: Raw -3496858.315388 + Penalty 3358.307860 = -3493500.007528
  nChanged 8
		SP:Iteration 135Q (7364.530000 sec): 3 clusters
  Score: Raw -3496858.921835 + Penalty 3358.307860 = -3493500.613975
  nChanged 7
		SP:Iteration 136Q (7364.600000 sec): 3 clusters
  Score: Raw -3496859.384886 + Penalty 3358.307860 = -3493501.077026
  nChanged 4
		SP:Iteration 137Q (7364.670000 sec): 3 clusters
  Score: Raw -3496859.602216 + Penalty 3358.307860 = -3493501.294356
  nChanged 4
		SP:Iteration 138Q (7364.730000 sec): 3 clusters
  Score: Raw -3496860.012029 + Penalty 3358.307860 = -3493501.704169
  nChanged 4
		SP:Iteration 139Q (7364.800000 sec): 3 clusters
  Score: Raw -3496860.315160 + Penalty 3358.307860 = -3493502.007300
  nChanged 6
		SP:Iteration 140F (7364.880000 sec): 3 clusters
  Score: Raw -3496860.638612 + Penalty 3358.307860 = -3493502.330752
  nChanged 4
		SP:Iteration 141Q (7364.950000 sec): 3 clusters
  Score: Raw -3496860.809145 + Penalty 3358.307860 = -3493502.501285
  nChanged 2
		SP:Iteration 142Q (7365.020000 sec): 3 clusters
  Score: Raw -3496860.865864 + Penalty 3358.307860 = -3493502.558004
  nChanged 1
		SP:Iteration 143Q (7365.090000 sec): 3 clusters
  Score: Raw -3496860.886902 + Penalty 3358.307860 = -3493502.579042
  nChanged 1
		SP:Iteration 144Q (7365.160000 sec): 3 clusters
  Score: Raw -3496860.919233 + Penalty 3358.307860 = -3493502.611373
  nChanged 0
		SP:Iteration 145F (7365.240000 sec): 3 clusters
  Score: Raw -3496860.919233 + Penalty 3358.307860 = -3493502.611373
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Iteration 20F (7410.780000 sec): 38 clusters
  Score: Raw -155417406.515349 + Penalty 85006.500254 = -155332400.015095
  nChanged 52148
Iteration 21Q (7419.720000 sec): 38 clusters
  Score: Raw -155447697.717122 + Penalty 85006.500254 = -155362691.216869
  nChanged 27901
Iteration 22Q (7427.800000 sec): 38 clusters
  Score: Raw -155465141.166695 + Penalty 85006.500254 = -155380134.666441
  nChanged 22623
Iteration 23Q (7435.680000 sec): 38 clusters
  Score: Raw -155477630.972666 + Penalty 85006.500254 = -155392624.472412
  nChanged 19885
Iteration 24Q (7443.410000 sec): 38 clusters
  Score: Raw -155487356.809737 + Penalty 85006.500254 = -155402350.309483
  nChanged 17776
Iteration 25Q (7451.000000 sec): 38 clusters
  Score: Raw -155495825.081957 + Penalty 85006.500254 = -155410818.581704
  nChanged 16714
Iteration 26Q (7458.560000 sec): 38 clusters
  Score: Raw -155504922.728846 + Penalty 85006.500254 = -155419916.228593
  nChanged 16655
Iteration 27Q (7466.050000 sec): 38 clusters
  Score: Raw -155517168.507895 + Penalty 85006.500254 = -155432162.007641
  nChanged 16515
Iteration 28Q (7473.520000 sec): 38 clusters
  Score: Raw -155531992.106835 + Penalty 85006.500254 = -155446985.606582
  nChanged 15299
Iteration 29Q (7480.870000 sec): 38 clusters
  Score: Raw -155541172.825886 + Penalty 85006.500254 = -155456166.325632
  nChanged 13051
Iteration 30Q (7488.020000 sec): 38 clusters
  Score: Raw -155545266.341290 + Penalty 85006.500254 = -155460259.841036
  nChanged 10046
Iteration 31Q (7495.120000 sec): 38 clusters
  Score: Raw -155547744.076954 + Penalty 85006.500254 = -155462737.576700
  nChanged 7814
Iteration 32Q (7502.440000 sec): 38 clusters
  Score: Raw -155549554.772242 + Penalty 85006.500254 = -155464548.271989
  nChanged 6076
Iteration 33Q (7509.450000 sec): 38 clusters
  Score: Raw -155550778.474914 + Penalty 85006.500254 = -155465771.974660
  nChanged 5149
Iteration 34Q (7516.180000 sec): 38 clusters
  Score: Raw -155551686.927496 + Penalty 85006.500254 = -155466680.427242
  nChanged 4408
Iteration 35Q (7522.920000 sec): 38 clusters
  Score: Raw -155552331.963934 + Penalty 85006.500254 = -155467325.463680
  nChanged 3767
Iteration 36Q (7529.640000 sec): 38 clusters
  Score: Raw -155552800.216104 + Penalty 85006.500254 = -155467793.715850
  nChanged 3330
Iteration 37Q (7536.360000 sec): 38 clusters
  Score: Raw -155553208.202059 + Penalty 85006.500254 = -155468201.701805
  nChanged 2965
Iteration 38Q (7543.130000 sec): 38 clusters
  Score: Raw -155553589.776299 + Penalty 85006.500254 = -155468583.276045
  nChanged 2589
Iteration 39Q (7549.880000 sec): 38 clusters
  Score: Raw -155553882.470695 + Penalty 85006.500254 = -155468875.970441
  nChanged 2270
Iteration 40F (7595.380000 sec): 38 clusters
  Score: Raw -155558503.599386 + Penalty 85006.500254 = -155473497.099132
  nChanged 4875
Iteration 41Q (7602.680000 sec): 38 clusters
  Score: Raw -155562481.314918 + Penalty 85006.500254 = -155477474.814664
  nChanged 5737
Iteration 42Q (7609.980000 sec): 38 clusters
  Score: Raw -155566293.844330 + Penalty 85006.500254 = -155481287.344077
  nChanged 5815
Iteration 43Q (7617.280000 sec): 38 clusters
  Score: Raw -155570624.277098 + Penalty 85006.500254 = -155485617.776844
  nChanged 5655
Iteration 44Q (7624.590000 sec): 38 clusters
  Score: Raw -155573874.011563 + Penalty 85006.500254 = -155488867.511309
  nChanged 5168
Iteration 45Q (7631.870000 sec): 38 clusters
  Score: Raw -155575792.917859 + Penalty 85006.500254 = -155490786.417605
  nChanged 4606
Iteration 46Q (7639.120000 sec): 38 clusters
  Score: Raw -155577069.529802 + Penalty 85006.500254 = -155492063.029548
  nChanged 4070
Iteration 47Q (7646.390000 sec): 38 clusters
  Score: Raw -155578142.186159 + Penalty 85006.500254 = -155493135.685905
  nChanged 3740
Iteration 48Q (7653.650000 sec): 38 clusters
  Score: Raw -155579153.133352 + Penalty 85006.500254 = -155494146.633098
  nChanged 3568
Iteration 49Q (7660.910000 sec): 38 clusters
  Score: Raw -155580175.109113 + Penalty 85006.500254 = -155495168.608859
  nChanged 3444
Iteration 50Q (7668.100000 sec): 38 clusters
  Score: Raw -155581081.431874 + Penalty 85006.500254 = -155496074.931620
  nChanged 3277
Iteration 51Q (7675.280000 sec): 38 clusters
  Score: Raw -155581875.153277 + Penalty 85006.500254 = -155496868.653023
  nChanged 3095
Iteration 52Q (7682.450000 sec): 38 clusters
  Score: Raw -155582565.415425 + Penalty 85006.500254 = -155497558.915171
  nChanged 2809
Iteration 53Q (7689.600000 sec): 38 clusters
  Score: Raw -155583150.246704 + Penalty 85006.500254 = -155498143.746450
  nChanged 2603
Iteration 54Q (7696.730000 sec): 38 clusters
  Score: Raw -155583651.969274 + Penalty 85006.500254 = -155498645.469020
  nChanged 2369
Iteration 55Q (7703.840000 sec): 38 clusters
  Score: Raw -155584044.921553 + Penalty 85006.500254 = -155499038.421299
  nChanged 2168
Iteration 56Q (7710.950000 sec): 38 clusters
  Score: Raw -155584361.330891 + Penalty 85006.500254 = -155499354.830637
  nChanged 1957
Iteration 57Q (7718.010000 sec): 38 clusters
  Score: Raw -155584627.889134 + Penalty 85006.500254 = -155499621.388880
  nChanged 1735
Iteration 58Q (7725.100000 sec): 38 clusters
  Score: Raw -155584870.234017 + Penalty 85006.500254 = -155499863.733763
  nChanged 1518
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155584870.234017 + Penalty 85006.500254 = -155499863.733763
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7725.460000 sec): 2 clusters
  Score: Raw -7353371.371521 + Penalty 1797.184677 = -7351574.186844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7725.630000 sec): 3 clusters
  Score: Raw -7312874.634641 + Penalty 3594.369354 = -7309280.265287
  nChanged 29924
		SP:Iteration 1F (7725.800000 sec): 3 clusters
  Score: Raw -7330370.476624 + Penalty 3594.369354 = -7326776.107270
  nChanged 3512
		SP:Iteration 2F (7725.970000 sec): 3 clusters
  Score: Raw -7332226.391321 + Penalty 3594.369354 = -7328632.021967
  nChanged 4707
		SP:Iteration 3F (7726.140000 sec): 3 clusters
  Score: Raw -7335480.888032 + Penalty 3594.369354 = -7331886.518678
  nChanged 5578
		SP:Iteration 4F (7726.310000 sec): 3 clusters
  Score: Raw -7339857.343070 + Penalty 3594.369354 = -7336262.973716
  nChanged 5365
		SP:Iteration 5F (7726.480000 sec): 3 clusters
  Score: Raw -7343774.767287 + Penalty 3594.369354 = -7340180.397933
  nChanged 4112
		SP:Iteration 6F (7726.650000 sec): 3 clusters
  Score: Raw -7346313.756246 + Penalty 3594.369354 = -7342719.386892
  nChanged 2893
		SP:Iteration 7Q (7726.820000 sec): 3 clusters
  Score: Raw -7347887.452651 + Penalty 3594.369354 = -7344293.083297
  nChanged 2055
		SP:Iteration 8Q (7727.000000 sec): 3 clusters
  Score: Raw -7348947.145427 + Penalty 3594.369354 = -7345352.776073
  nChanged 1656
		SP:Iteration 9Q (7727.170000 sec): 3 clusters
  Score: Raw -7349842.212098 + Penalty 3594.369354 = -7346247.842744
  nChanged 1438
		SP:Iteration 10Q (7727.340000 sec): 3 clusters
  Score: Raw -7350641.467106 + Penalty 3594.369354 = -7347047.097752
  nChanged 1290
		SP:Iteration 11Q (7727.510000 sec): 3 clusters
  Score: Raw -7351397.887684 + Penalty 3594.369354 = -7347803.518330
  nChanged 1140
		SP:Iteration 12Q (7727.680000 sec): 3 clusters
  Score: Raw -7352066.403642 + Penalty 3594.369354 = -7348472.034288
  nChanged 894
		SP:Iteration 13Q (7727.840000 sec): 3 clusters
  Score: Raw -7352567.382973 + Penalty 3594.369354 = -7348973.013619
  nChanged 678
		SP:Iteration 14Q (7728.010000 sec): 3 clusters
  Score: Raw -7352938.403484 + Penalty 3594.369354 = -7349344.034130
  nChanged 515
		SP:Iteration 15Q (7728.160000 sec): 3 clusters
  Score: Raw -7353235.030010 + Penalty 3594.369354 = -7349640.660656
  nChanged 373
		SP:Iteration 16Q (7728.320000 sec): 3 clusters
  Score: Raw -7353460.274918 + Penalty 3594.369354 = -7349865.905564
  nChanged 269
		SP:Iteration 17Q (7728.460000 sec): 3 clusters
  Score: Raw -7353633.535199 + Penalty 3594.369354 = -7350039.165846
  nChanged 190
		SP:Iteration 18Q (7728.600000 sec): 3 clusters
  Score: Raw -7353744.300441 + Penalty 3594.369354 = -7350149.931087
  nChanged 141
		SP:Iteration 19Q (7728.740000 sec): 3 clusters
  Score: Raw -7353818.213848 + Penalty 3594.369354 = -7350223.844494
  nChanged 104
		SP:Iteration 20F (7728.910000 sec): 3 clusters
  Score: Raw -7353873.195811 + Penalty 3594.369354 = -7350278.826457
  nChanged 84
		SP:Iteration 21Q (7729.040000 sec): 3 clusters
  Score: Raw -7353911.772560 + Penalty 3594.369354 = -7350317.403206
  nChanged 57
		SP:Iteration 22Q (7729.180000 sec): 3 clusters
  Score: Raw -7353935.143375 + Penalty 3594.369354 = -7350340.774021
  nChanged 42
		SP:Iteration 23Q (7729.310000 sec): 3 clusters
  Score: Raw -7353955.753442 + Penalty 3594.369354 = -7350361.384088
  nChanged 31
		SP:Iteration 24Q (7729.440000 sec): 3 clusters
  Score: Raw -7353968.655029 + Penalty 3594.369354 = -7350374.285675
  nChanged 22
		SP:Iteration 25Q (7729.570000 sec): 3 clusters
  Score: Raw -7353975.792669 + Penalty 3594.369354 = -7350381.423315
  nChanged 19
		SP:Iteration 26Q (7729.700000 sec): 3 clusters
  Score: Raw -7353982.945487 + Penalty 3594.369354 = -7350388.576133
  nChanged 14
		SP:Iteration 27Q (7729.830000 sec): 3 clusters
  Score: Raw -7353986.426825 + Penalty 3594.369354 = -7350392.057471
  nChanged 9
		SP:Iteration 28Q (7729.960000 sec): 3 clusters
  Score: Raw -7353988.185904 + Penalty 3594.369354 = -7350393.816550
  nChanged 7
		SP:Iteration 29Q (7730.090000 sec): 3 clusters
  Score: Raw -7353989.898865 + Penalty 3594.369354 = -7350395.529511
  nChanged 8
		SP:Iteration 30Q (7730.220000 sec): 3 clusters
  Score: Raw -7353992.484140 + Penalty 3594.369354 = -7350398.114786
  nChanged 5
		SP:Iteration 31Q (7730.350000 sec): 3 clusters
  Score: Raw -7353993.594593 + Penalty 3594.369354 = -7350399.225239
  nChanged 2
		SP:Iteration 32Q (7730.480000 sec): 3 clusters
  Score: Raw -7353994.154285 + Penalty 3594.369354 = -7350399.784931
  nChanged 2
		SP:Iteration 33Q (7730.610000 sec): 3 clusters
  Score: Raw -7353995.015586 + Penalty 3594.369354 = -7350400.646232
  nChanged 3
		SP:Iteration 34Q (7730.740000 sec): 3 clusters
  Score: Raw -7353996.050026 + Penalty 3594.369354 = -7350401.680672
  nChanged 3
		SP:Iteration 35Q (7730.870000 sec): 3 clusters
  Score: Raw -7353997.184509 + Penalty 3594.369354 = -7350402.815155
  nChanged 5
		SP:Iteration 36Q (7731.000000 sec): 3 clusters
  Score: Raw -7353998.411743 + Penalty 3594.369354 = -7350404.042389
  nChanged 4
		SP:Iteration 37Q (7731.130000 sec): 3 clusters
  Score: Raw -7353999.277779 + Penalty 3594.369354 = -7350404.908425
  nChanged 4
		SP:Iteration 38Q (7731.260000 sec): 3 clusters
  Score: Raw -7354000.556436 + Penalty 3594.369354 = -7350406.187082
  nChanged 2
		SP:Iteration 39Q (7731.380000 sec): 3 clusters
  Score: Raw -7354000.832763 + Penalty 3594.369354 = -7350406.463409
  nChanged 0
		SP:Iteration 40F (7731.550000 sec): 3 clusters
  Score: Raw -7354000.832763 + Penalty 3594.369354 = -7350406.463409
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (3160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7731.600000 sec): 2 clusters
  Score: Raw -282228.082346 + Penalty 1309.478187 = -280918.604159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7731.610000 sec): 3 clusters
  Score: Raw -280883.724024 + Penalty 2618.956375 = -278264.767649
  nChanged 1263
		SP:Iteration 1F (7731.620000 sec): 3 clusters
  Score: Raw -283180.957257 + Penalty 2618.956375 = -280562.000883
  nChanged 536
		SP:Iteration 2F (7731.620000 sec): 3 clusters
  Score: Raw -284387.357701 + Penalty 2618.956375 = -281768.401326
  nChanged 328
		SP:Iteration 3F (7731.630000 sec): 3 clusters
  Score: Raw -285008.242813 + Penalty 2618.956375 = -282389.286438
  nChanged 193
		SP:Iteration 4F (7731.640000 sec): 3 clusters
  Score: Raw -285291.137034 + Penalty 2618.956375 = -282672.180659
  nChanged 107
		SP:Iteration 5Q (7731.640000 sec): 3 clusters
  Score: Raw -285432.135834 + Penalty 2618.956375 = -282813.179459
  nChanged 62
		SP:Iteration 6Q (7731.650000 sec): 3 clusters
  Score: Raw -285520.258743 + Penalty 2618.956375 = -282901.302369
  nChanged 51
		SP:Iteration 7Q (7731.660000 sec): 3 clusters
  Score: Raw -285648.076719 + Penalty 2618.956375 = -283029.120344
  nChanged 59
		SP:Iteration 8Q (7731.660000 sec): 3 clusters
  Score: Raw -285795.330786 + Penalty 2618.956375 = -283176.374411
  nChanged 43
		SP:Iteration 9Q (7731.670000 sec): 3 clusters
  Score: Raw -285871.106852 + Penalty 2618.956375 = -283252.150478
  nChanged 29
		SP:Iteration 10Q (7731.680000 sec): 3 clusters
  Score: Raw -285905.899897 + Penalty 2618.956375 = -283286.943523
  nChanged 23
		SP:Iteration 11Q (7731.680000 sec): 3 clusters
  Score: Raw -285938.607196 + Penalty 2618.956375 = -283319.650822
  nChanged 22
		SP:Iteration 12Q (7731.690000 sec): 3 clusters
  Score: Raw -285975.730348 + Penalty 2618.956375 = -283356.773973
  nChanged 29
		SP:Iteration 13Q (7731.700000 sec): 3 clusters
  Score: Raw -286012.751783 + Penalty 2618.956375 = -283393.795408
  nChanged 29
		SP:Iteration 14Q (7731.700000 sec): 3 clusters
  Score: Raw -286064.910301 + Penalty 2618.956375 = -283445.953926
  nChanged 25
		SP:Iteration 15Q (7731.710000 sec): 3 clusters
  Score: Raw -286126.249656 + Penalty 2618.956375 = -283507.293282
  nChanged 28
		SP:Iteration 16Q (7731.720000 sec): 3 clusters
  Score: Raw -286175.015025 + Penalty 2618.956375 = -283556.058650
  nChanged 24
		SP:Iteration 17Q (7731.720000 sec): 3 clusters
  Score: Raw -286222.623929 + Penalty 2618.956375 = -283603.667555
  nChanged 24
		SP:Iteration 18Q (7731.730000 sec): 3 clusters
  Score: Raw -286270.315120 + Penalty 2618.956375 = -283651.358745
  nChanged 21
		SP:Iteration 19Q (7731.730000 sec): 3 clusters
  Score: Raw -286319.925075 + Penalty 2618.956375 = -283700.968701
  nChanged 12
		SP:Iteration 20F (7731.740000 sec): 3 clusters
  Score: Raw -286357.869419 + Penalty 2618.956375 = -283738.913045
  nChanged 8
		SP:Iteration 21Q (7731.750000 sec): 3 clusters
  Score: Raw -286364.223250 + Penalty 2618.956375 = -283745.266875
  nChanged 0
		SP:Iteration 22F (7731.760000 sec): 3 clusters
  Score: Raw -286364.223250 + Penalty 2618.956375 = -283745.266875
  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 12.55 GB.

 Trying to split cluster 3 (20120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7731.820000 sec): 2 clusters
  Score: Raw -2253431.481203 + Penalty 1610.288814 = -2251821.192389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7731.880000 sec): 3 clusters
  Score: Raw -2241362.258771 + Penalty 3220.577628 = -2238141.681143
  nChanged 9055
		SP:Iteration 1F (7731.930000 sec): 3 clusters
  Score: Raw -2246691.368746 + Penalty 3220.577628 = -2243470.791118
  nChanged 1400
		SP:Iteration 2F (7731.980000 sec): 3 clusters
  Score: Raw -2247723.255264 + Penalty 3220.577628 = -2244502.677636
  nChanged 1616
		SP:Iteration 3F (7732.040000 sec): 3 clusters
  Score: Raw -2249554.962023 + Penalty 3220.577628 = -2246334.384395
  nChanged 1853
		SP:Iteration 4F (7732.090000 sec): 3 clusters
  Score: Raw -2252428.784153 + Penalty 3220.577628 = -2249208.206525
  nChanged 1813
		SP:Iteration 5F (7732.140000 sec): 3 clusters
  Score: Raw -2254950.354928 + Penalty 3220.577628 = -2251729.777300
  nChanged 1588
		SP:Iteration 6F (7732.200000 sec): 3 clusters
  Score: Raw -2256461.815892 + Penalty 3220.577628 = -2253241.238264
  nChanged 1306
		SP:Iteration 7F (7732.250000 sec): 3 clusters
  Score: Raw -2257803.090420 + Penalty 3220.577628 = -2254582.512793
  nChanged 1102
		SP:Iteration 8F (7732.300000 sec): 3 clusters
  Score: Raw -2258867.034225 + Penalty 3220.577628 = -2255646.456598
  nChanged 781
		SP:Iteration 9Q (7732.350000 sec): 3 clusters
  Score: Raw -2259434.308234 + Penalty 3220.577628 = -2256213.730606
  nChanged 548
		SP:Iteration 10Q (7732.400000 sec): 3 clusters
  Score: Raw -2259741.029960 + Penalty 3220.577628 = -2256520.452332
  nChanged 400
		SP:Iteration 11Q (7732.450000 sec): 3 clusters
  Score: Raw -2259934.045220 + Penalty 3220.577628 = -2256713.467592
  nChanged 329
		SP:Iteration 12Q (7732.500000 sec): 3 clusters
  Score: Raw -2260071.565942 + Penalty 3220.577628 = -2256850.988314
  nChanged 232
		SP:Iteration 13Q (7732.540000 sec): 3 clusters
  Score: Raw -2260157.944341 + Penalty 3220.577628 = -2256937.366713
  nChanged 189
		SP:Iteration 14Q (7732.590000 sec): 3 clusters
  Score: Raw -2260223.075714 + Penalty 3220.577628 = -2257002.498086
  nChanged 168
		SP:Iteration 15Q (7732.630000 sec): 3 clusters
  Score: Raw -2260285.383956 + Penalty 3220.577628 = -2257064.806328
  nChanged 146
		SP:Iteration 16Q (7732.680000 sec): 3 clusters
  Score: Raw -2260350.651896 + Penalty 3220.577628 = -2257130.074268
  nChanged 152
		SP:Iteration 17Q (7732.720000 sec): 3 clusters
  Score: Raw -2260432.582064 + Penalty 3220.577628 = -2257212.004436
  nChanged 164
		SP:Iteration 18Q (7732.770000 sec): 3 clusters
  Score: Raw -2260555.092751 + Penalty 3220.577628 = -2257334.515123
  nChanged 207
		SP:Iteration 19Q (7732.820000 sec): 3 clusters
  Score: Raw -2260768.472184 + Penalty 3220.577628 = -2257547.894556
  nChanged 244
		SP:Iteration 20F (7732.870000 sec): 3 clusters
  Score: Raw -2261120.993703 + Penalty 3220.577628 = -2257900.416076
  nChanged 265
		SP:Iteration 21Q (7732.920000 sec): 3 clusters
  Score: Raw -2261530.432427 + Penalty 3220.577628 = -2258309.854799
  nChanged 236
		SP:Iteration 22Q (7732.960000 sec): 3 clusters
  Score: Raw -2261819.887913 + Penalty 3220.577628 = -2258599.310285
  nChanged 210
		SP:Iteration 23Q (7733.000000 sec): 3 clusters
  Score: Raw -2262001.332342 + Penalty 3220.577628 = -2258780.754714
  nChanged 186
		SP:Iteration 24Q (7733.040000 sec): 3 clusters
  Score: Raw -2262155.507138 + Penalty 3220.577628 = -2258934.929510
  nChanged 160
		SP:Iteration 25Q (7733.090000 sec): 3 clusters
  Score: Raw -2262279.574673 + Penalty 3220.577628 = -2259058.997045
  nChanged 146
		SP:Iteration 26Q (7733.130000 sec): 3 clusters
  Score: Raw -2262402.214072 + Penalty 3220.577628 = -2259181.636445
  nChanged 127
		SP:Iteration 27Q (7733.170000 sec): 3 clusters
  Score: Raw -2262505.823815 + Penalty 3220.577628 = -2259285.246188
  nChanged 110
		SP:Iteration 28Q (7733.210000 sec): 3 clusters
  Score: Raw -2262585.079148 + Penalty 3220.577628 = -2259364.501520
  nChanged 86
		SP:Iteration 29Q (7733.260000 sec): 3 clusters
  Score: Raw -2262631.681121 + Penalty 3220.577628 = -2259411.103493
  nChanged 67
		SP:Iteration 30Q (7733.290000 sec): 3 clusters
  Score: Raw -2262667.405886 + Penalty 3220.577628 = -2259446.828258
  nChanged 60
		SP:Iteration 31Q (7733.330000 sec): 3 clusters
  Score: Raw -2262690.823193 + Penalty 3220.577628 = -2259470.245565
  nChanged 42
		SP:Iteration 32Q (7733.370000 sec): 3 clusters
  Score: Raw -2262704.128499 + Penalty 3220.577628 = -2259483.550871
  nChanged 41
		SP:Iteration 33Q (7733.410000 sec): 3 clusters
  Score: Raw -2262715.326302 + Penalty 3220.577628 = -2259494.748674
  nChanged 20
		SP:Iteration 34Q (7733.450000 sec): 3 clusters
  Score: Raw -2262717.741745 + Penalty 3220.577628 = -2259497.164117
  nChanged 7
		SP:Iteration 35Q (7733.490000 sec): 3 clusters
  Score: Raw -2262718.195780 + Penalty 3220.577628 = -2259497.618152
  nChanged 2
		SP:Iteration 36Q (7733.530000 sec): 3 clusters
  Score: Raw -2262718.279277 + Penalty 3220.577628 = -2259497.701649
  nChanged 3
		SP:Iteration 37Q (7733.570000 sec): 3 clusters
  Score: Raw -2262718.431539 + Penalty 3220.577628 = -2259497.853911
  nChanged 2
		SP:Iteration 38Q (7733.610000 sec): 3 clusters
  Score: Raw -2262718.694186 + Penalty 3220.577628 = -2259498.116558
  nChanged 4
		SP:Iteration 39Q (7733.650000 sec): 3 clusters
  Score: Raw -2262719.041952 + Penalty 3220.577628 = -2259498.464324
  nChanged 2
		SP:Iteration 40F (7733.700000 sec): 3 clusters
  Score: Raw -2262719.154534 + Penalty 3220.577628 = -2259498.576906
  nChanged 1
		SP:Iteration 41Q (7733.740000 sec): 3 clusters
  Score: Raw -2262719.227183 + Penalty 3220.577628 = -2259498.649556
  nChanged 0
		SP:Iteration 42F (7733.790000 sec): 3 clusters
  Score: Raw -2262719.227183 + Penalty 3220.577628 = -2259498.649556
  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 12.55 GB.

 Trying to split cluster 4 (1874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7733.820000 sec): 2 clusters
  Score: Raw -195619.044206 + Penalty 1224.572450 = -194394.471755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7733.820000 sec): 3 clusters
  Score: Raw -195121.622242 + Penalty 2449.144900 = -192672.477341
  nChanged 740
		SP:Iteration 1F (7733.830000 sec): 3 clusters
  Score: Raw -196083.910900 + Penalty 2449.144900 = -193634.766000
  nChanged 244
		SP:Iteration 2F (7733.830000 sec): 3 clusters
  Score: Raw -196610.989697 + Penalty 2449.144900 = -194161.844796
  nChanged 171
		SP:Iteration 3F (7733.840000 sec): 3 clusters
  Score: Raw -197043.789729 + Penalty 2449.144900 = -194594.644828
  nChanged 120
		SP:Iteration 4F (7733.840000 sec): 3 clusters
  Score: Raw -197334.914066 + Penalty 2449.144900 = -194885.769165
  nChanged 82
		SP:Iteration 5Q (7733.840000 sec): 3 clusters
  Score: Raw -197512.033790 + Penalty 2449.144900 = -195062.888890
  nChanged 63
		SP:Iteration 6Q (7733.850000 sec): 3 clusters
  Score: Raw -197658.744661 + Penalty 2449.144900 = -195209.599761
  nChanged 61
		SP:Iteration 7Q (7733.850000 sec): 3 clusters
  Score: Raw -197820.667712 + Penalty 2449.144900 = -195371.522811
  nChanged 49
		SP:Iteration 8Q (7733.860000 sec): 3 clusters
  Score: Raw -197979.704961 + Penalty 2449.144900 = -195530.560061
  nChanged 33
		SP:Iteration 9Q (7733.860000 sec): 3 clusters
  Score: Raw -198075.648162 + Penalty 2449.144900 = -195626.503262
  nChanged 17
		SP:Iteration 10Q (7733.860000 sec): 3 clusters
  Score: Raw -198115.477755 + Penalty 2449.144900 = -195666.332854
  nChanged 11
		SP:Iteration 11Q (7733.870000 sec): 3 clusters
  Score: Raw -198146.388235 + Penalty 2449.144900 = -195697.243335
  nChanged 13
		SP:Iteration 12Q (7733.870000 sec): 3 clusters
  Score: Raw -198189.623341 + Penalty 2449.144900 = -195740.478440
  nChanged 16
		SP:Iteration 13Q (7733.870000 sec): 3 clusters
  Score: Raw -198266.962068 + Penalty 2449.144900 = -195817.817167
  nChanged 17
		SP:Iteration 14Q (7733.880000 sec): 3 clusters
  Score: Raw -198325.968017 + Penalty 2449.144900 = -195876.823116
  nChanged 14
		SP:Iteration 15Q (7733.880000 sec): 3 clusters
  Score: Raw -198364.026080 + Penalty 2449.144900 = -195914.881180
  nChanged 12
		SP:Iteration 16Q (7733.880000 sec): 3 clusters
  Score: Raw -198393.775231 + Penalty 2449.144900 = -195944.630331
  nChanged 12
		SP:Iteration 17Q (7733.890000 sec): 3 clusters
  Score: Raw -198430.172439 + Penalty 2449.144900 = -195981.027538
  nChanged 13
		SP:Iteration 18Q (7733.890000 sec): 3 clusters
  Score: Raw -198475.150991 + Penalty 2449.144900 = -196026.006091
  nChanged 13
		SP:Iteration 19Q (7733.890000 sec): 3 clusters
  Score: Raw -198524.813517 + Penalty 2449.144900 = -196075.668616
  nChanged 5
		SP:Iteration 20F (7733.900000 sec): 3 clusters
  Score: Raw -198597.413605 + Penalty 2449.144900 = -196148.268704
  nChanged 18
		SP:Iteration 21Q (7733.900000 sec): 3 clusters
  Score: Raw -198642.973017 + Penalty 2449.144900 = -196193.828116
  nChanged 9
		SP:Iteration 22Q (7733.900000 sec): 3 clusters
  Score: Raw -198651.459642 + Penalty 2449.144900 = -196202.314741
  nChanged 5
		SP:Iteration 23Q (7733.910000 sec): 3 clusters
  Score: Raw -198654.904439 + Penalty 2449.144900 = -196205.759538
  nChanged 2
		SP:Iteration 24Q (7733.910000 sec): 3 clusters
  Score: Raw -198657.119945 + Penalty 2449.144900 = -196207.975044
  nChanged 0
		SP:Iteration 25F (7733.920000 sec): 3 clusters
  Score: Raw -198657.119945 + Penalty 2449.144900 = -196207.975044
  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 12.55 GB.

 Trying to split cluster 5 (11224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7733.960000 sec): 2 clusters
  Score: Raw -1262921.221624 + Penalty 1515.444064 = -1261405.777561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7733.990000 sec): 3 clusters
  Score: Raw -1256471.273013 + Penalty 3030.888127 = -1253440.384886
  nChanged 4885
		SP:Iteration 1F (7734.020000 sec): 3 clusters
  Score: Raw -1259379.410772 + Penalty 3030.888127 = -1256348.522645
  nChanged 815
		SP:Iteration 2F (7734.050000 sec): 3 clusters
  Score: Raw -1259916.303890 + Penalty 3030.888127 = -1256885.415763
  nChanged 811
		SP:Iteration 3F (7734.080000 sec): 3 clusters
  Score: Raw -1260547.891396 + Penalty 3030.888127 = -1257517.003269
  nChanged 773
		SP:Iteration 4F (7734.100000 sec): 3 clusters
  Score: Raw -1261163.865457 + Penalty 3030.888127 = -1258132.977330
  nChanged 697
		SP:Iteration 5F (7734.130000 sec): 3 clusters
  Score: Raw -1261691.501605 + Penalty 3030.888127 = -1258660.613478
  nChanged 587
		SP:Iteration 6F (7734.160000 sec): 3 clusters
  Score: Raw -1262122.284268 + Penalty 3030.888127 = -1259091.396141
  nChanged 499
		SP:Iteration 7Q (7734.190000 sec): 3 clusters
  Score: Raw -1262466.533731 + Penalty 3030.888127 = -1259435.645604
  nChanged 425
		SP:Iteration 8Q (7734.220000 sec): 3 clusters
  Score: Raw -1262738.825525 + Penalty 3030.888127 = -1259707.937398
  nChanged 338
		SP:Iteration 9Q (7734.250000 sec): 3 clusters
  Score: Raw -1262889.503412 + Penalty 3030.888127 = -1259858.615285
  nChanged 249
		SP:Iteration 10Q (7734.280000 sec): 3 clusters
  Score: Raw -1262970.691723 + Penalty 3030.888127 = -1259939.803595
  nChanged 173
		SP:Iteration 11Q (7734.300000 sec): 3 clusters
  Score: Raw -1263020.764905 + Penalty 3030.888127 = -1259989.876778
  nChanged 124
		SP:Iteration 12Q (7734.330000 sec): 3 clusters
  Score: Raw -1263051.006218 + Penalty 3030.888127 = -1260020.118091
  nChanged 86
		SP:Iteration 13Q (7734.360000 sec): 3 clusters
  Score: Raw -1263068.631335 + Penalty 3030.888127 = -1260037.743208
  nChanged 72
		SP:Iteration 14Q (7734.390000 sec): 3 clusters
  Score: Raw -1263084.998892 + Penalty 3030.888127 = -1260054.110764
  nChanged 63
		SP:Iteration 15Q (7734.420000 sec): 3 clusters
  Score: Raw -1263099.216167 + Penalty 3030.888127 = -1260068.328040
  nChanged 53
		SP:Iteration 16Q (7734.450000 sec): 3 clusters
  Score: Raw -1263107.782507 + Penalty 3030.888127 = -1260076.894380
  nChanged 33
		SP:Iteration 17Q (7734.470000 sec): 3 clusters
  Score: Raw -1263111.876211 + Penalty 3030.888127 = -1260080.988084
  nChanged 25
		SP:Iteration 18Q (7734.500000 sec): 3 clusters
  Score: Raw -1263115.104248 + Penalty 3030.888127 = -1260084.216121
  nChanged 22
		SP:Iteration 19Q (7734.530000 sec): 3 clusters
  Score: Raw -1263118.264732 + Penalty 3030.888127 = -1260087.376605
  nChanged 21
		SP:Iteration 20F (7734.560000 sec): 3 clusters
  Score: Raw -1263122.075380 + Penalty 3030.888127 = -1260091.187253
  nChanged 26
		SP:Iteration 21Q (7734.590000 sec): 3 clusters
  Score: Raw -1263126.321713 + Penalty 3030.888127 = -1260095.433586
  nChanged 30
		SP:Iteration 22Q (7734.620000 sec): 3 clusters
  Score: Raw -1263131.971833 + Penalty 3030.888127 = -1260101.083706
  nChanged 31
		SP:Iteration 23Q (7734.640000 sec): 3 clusters
  Score: Raw -1263137.920305 + Penalty 3030.888127 = -1260107.032178
  nChanged 37
		SP:Iteration 24Q (7734.670000 sec): 3 clusters
  Score: Raw -1263144.582009 + Penalty 3030.888127 = -1260113.693882
  nChanged 28
		SP:Iteration 25Q (7734.700000 sec): 3 clusters
  Score: Raw -1263148.583629 + Penalty 3030.888127 = -1260117.695502
  nChanged 34
		SP:Iteration 26Q (7734.730000 sec): 3 clusters
  Score: Raw -1263154.262065 + Penalty 3030.888127 = -1260123.373938
  nChanged 34
		SP:Iteration 27Q (7734.760000 sec): 3 clusters
  Score: Raw -1263160.553274 + Penalty 3030.888127 = -1260129.665147
  nChanged 29
		SP:Iteration 28Q (7734.780000 sec): 3 clusters
  Score: Raw -1263165.617708 + Penalty 3030.888127 = -1260134.729581
  nChanged 25
		SP:Iteration 29Q (7734.810000 sec): 3 clusters
  Score: Raw -1263170.127561 + Penalty 3030.888127 = -1260139.239434
  nChanged 20
		SP:Iteration 30Q (7734.840000 sec): 3 clusters
  Score: Raw -1263172.882942 + Penalty 3030.888127 = -1260141.994815
  nChanged 15
		SP:Iteration 31Q (7734.860000 sec): 3 clusters
  Score: Raw -1263174.961348 + Penalty 3030.888127 = -1260144.073221
  nChanged 13
		SP:Iteration 32Q (7734.890000 sec): 3 clusters
  Score: Raw -1263176.725772 + Penalty 3030.888127 = -1260145.837645
  nChanged 13
		SP:Iteration 33Q (7734.920000 sec): 3 clusters
  Score: Raw -1263178.688060 + Penalty 3030.888127 = -1260147.799933
  nChanged 12
		SP:Iteration 34Q (7734.950000 sec): 3 clusters
  Score: Raw -1263180.241796 + Penalty 3030.888127 = -1260149.353669
  nChanged 11
		SP:Iteration 35Q (7734.980000 sec): 3 clusters
  Score: Raw -1263181.748856 + Penalty 3030.888127 = -1260150.860729
  nChanged 10
		SP:Iteration 36Q (7735.000000 sec): 3 clusters
  Score: Raw -1263183.429867 + Penalty 3030.888127 = -1260152.541740
  nChanged 6
		SP:Iteration 37Q (7735.030000 sec): 3 clusters
  Score: Raw -1263184.342504 + Penalty 3030.888127 = -1260153.454377
  nChanged 8
		SP:Iteration 38Q (7735.060000 sec): 3 clusters
  Score: Raw -1263185.491901 + Penalty 3030.888127 = -1260154.603774
  nChanged 6
		SP:Iteration 39Q (7735.090000 sec): 3 clusters
  Score: Raw -1263186.077665 + Penalty 3030.888127 = -1260155.189538
  nChanged 4
		SP:Iteration 40F (7735.120000 sec): 3 clusters
  Score: Raw -1263186.413496 + Penalty 3030.888127 = -1260155.525369
  nChanged 1
		SP:Iteration 41Q (7735.140000 sec): 3 clusters
  Score: Raw -1263186.444093 + Penalty 3030.888127 = -1260155.555966
  nChanged 1
		SP:Iteration 42Q (7735.170000 sec): 3 clusters
  Score: Raw -1263186.543998 + Penalty 3030.888127 = -1260155.655871
  nChanged 0
		SP:Iteration 43F (7735.200000 sec): 3 clusters
  Score: Raw -1263186.543998 + Penalty 3030.888127 = -1260155.655871
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (10702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7735.230000 sec): 2 clusters
  Score: Raw -1198874.793421 + Penalty 1507.705212 = -1197367.088209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7735.260000 sec): 3 clusters
  Score: Raw -1192838.603524 + Penalty 3015.410424 = -1189823.193100
  nChanged 4596
		SP:Iteration 1F (7735.280000 sec): 3 clusters
  Score: Raw -1195360.089846 + Penalty 3015.410424 = -1192344.679423
  nChanged 719
		SP:Iteration 2F (7735.310000 sec): 3 clusters
  Score: Raw -1195755.929192 + Penalty 3015.410424 = -1192740.518769
  nChanged 672
		SP:Iteration 3F (7735.340000 sec): 3 clusters
  Score: Raw -1196185.165829 + Penalty 3015.410424 = -1193169.755405
  nChanged 640
		SP:Iteration 4F (7735.370000 sec): 3 clusters
  Score: Raw -1196638.360496 + Penalty 3015.410424 = -1193622.950072
  nChanged 642
		SP:Iteration 5F (7735.400000 sec): 3 clusters
  Score: Raw -1197151.138615 + Penalty 3015.410424 = -1194135.728191
  nChanged 639
		SP:Iteration 6F (7735.420000 sec): 3 clusters
  Score: Raw -1197664.135478 + Penalty 3015.410424 = -1194648.725054
  nChanged 559
		SP:Iteration 7F (7735.450000 sec): 3 clusters
  Score: Raw -1198051.530947 + Penalty 3015.410424 = -1195036.120524
  nChanged 468
		SP:Iteration 8Q (7735.480000 sec): 3 clusters
  Score: Raw -1198391.848315 + Penalty 3015.410424 = -1195376.437891
  nChanged 400
		SP:Iteration 9Q (7735.500000 sec): 3 clusters
  Score: Raw -1198674.707296 + Penalty 3015.410424 = -1195659.296872
  nChanged 352
		SP:Iteration 10Q (7735.530000 sec): 3 clusters
  Score: Raw -1198889.088598 + Penalty 3015.410424 = -1195873.678175
  nChanged 278
		SP:Iteration 11Q (7735.550000 sec): 3 clusters
  Score: Raw -1199043.297590 + Penalty 3015.410424 = -1196027.887166
  nChanged 222
		SP:Iteration 12Q (7735.580000 sec): 3 clusters
  Score: Raw -1199158.268121 + Penalty 3015.410424 = -1196142.857697
  nChanged 187
		SP:Iteration 13Q (7735.600000 sec): 3 clusters
  Score: Raw -1199246.385497 + Penalty 3015.410424 = -1196230.975074
  nChanged 165
		SP:Iteration 14Q (7735.630000 sec): 3 clusters
  Score: Raw -1199314.915942 + Penalty 3015.410424 = -1196299.505519
  nChanged 109
		SP:Iteration 15Q (7735.650000 sec): 3 clusters
  Score: Raw -1199351.155438 + Penalty 3015.410424 = -1196335.745014
  nChanged 92
		SP:Iteration 16Q (7735.680000 sec): 3 clusters
  Score: Raw -1199385.258986 + Penalty 3015.410424 = -1196369.848562
  nChanged 86
		SP:Iteration 17Q (7735.700000 sec): 3 clusters
  Score: Raw -1199419.492020 + Penalty 3015.410424 = -1196404.081597
  nChanged 77
		SP:Iteration 18Q (7735.730000 sec): 3 clusters
  Score: Raw -1199443.630831 + Penalty 3015.410424 = -1196428.220407
  nChanged 63
		SP:Iteration 19Q (7735.750000 sec): 3 clusters
  Score: Raw -1199465.170745 + Penalty 3015.410424 = -1196449.760322
  nChanged 67
		SP:Iteration 20F (7735.780000 sec): 3 clusters
  Score: Raw -1199488.384786 + Penalty 3015.410424 = -1196472.974363
  nChanged 76
		SP:Iteration 21Q (7735.800000 sec): 3 clusters
  Score: Raw -1199513.510678 + Penalty 3015.410424 = -1196498.100255
  nChanged 75
		SP:Iteration 22Q (7735.830000 sec): 3 clusters
  Score: Raw -1199533.659623 + Penalty 3015.410424 = -1196518.249200
  nChanged 54
		SP:Iteration 23Q (7735.850000 sec): 3 clusters
  Score: Raw -1199552.028785 + Penalty 3015.410424 = -1196536.618362
  nChanged 58
		SP:Iteration 24Q (7735.870000 sec): 3 clusters
  Score: Raw -1199573.307552 + Penalty 3015.410424 = -1196557.897128
  nChanged 65
		SP:Iteration 25Q (7735.900000 sec): 3 clusters
  Score: Raw -1199594.406000 + Penalty 3015.410424 = -1196578.995577
  nChanged 73
		SP:Iteration 26Q (7735.920000 sec): 3 clusters
  Score: Raw -1199618.953824 + Penalty 3015.410424 = -1196603.543401
  nChanged 63
		SP:Iteration 27Q (7735.940000 sec): 3 clusters
  Score: Raw -1199637.220268 + Penalty 3015.410424 = -1196621.809845
  nChanged 50
		SP:Iteration 28Q (7735.970000 sec): 3 clusters
  Score: Raw -1199650.359164 + Penalty 3015.410424 = -1196634.948740
  nChanged 56
		SP:Iteration 29Q (7735.990000 sec): 3 clusters
  Score: Raw -1199665.724654 + Penalty 3015.410424 = -1196650.314230
  nChanged 53
		SP:Iteration 30Q (7736.020000 sec): 3 clusters
  Score: Raw -1199682.295359 + Penalty 3015.410424 = -1196666.884936
  nChanged 57
		SP:Iteration 31Q (7736.050000 sec): 3 clusters
  Score: Raw -1199701.715727 + Penalty 3015.410424 = -1196686.305303
  nChanged 63
		SP:Iteration 32Q (7736.070000 sec): 3 clusters
  Score: Raw -1199723.702699 + Penalty 3015.410424 = -1196708.292275
  nChanged 60
		SP:Iteration 33Q (7736.100000 sec): 3 clusters
  Score: Raw -1199743.884971 + Penalty 3015.410424 = -1196728.474547
  nChanged 59
		SP:Iteration 34Q (7736.120000 sec): 3 clusters
  Score: Raw -1199765.103674 + Penalty 3015.410424 = -1196749.693251
  nChanged 56
		SP:Iteration 35Q (7736.140000 sec): 3 clusters
  Score: Raw -1199784.789562 + Penalty 3015.410424 = -1196769.379138
  nChanged 43
		SP:Iteration 36Q (7736.160000 sec): 3 clusters
  Score: Raw -1199799.887839 + Penalty 3015.410424 = -1196784.477416
  nChanged 45
		SP:Iteration 37Q (7736.190000 sec): 3 clusters
  Score: Raw -1199814.874552 + Penalty 3015.410424 = -1196799.464129
  nChanged 45
		SP:Iteration 38Q (7736.210000 sec): 3 clusters
  Score: Raw -1199835.781668 + Penalty 3015.410424 = -1196820.371245
  nChanged 53
		SP:Iteration 39Q (7736.230000 sec): 3 clusters
  Score: Raw -1199856.738123 + Penalty 3015.410424 = -1196841.327699
  nChanged 52
		SP:Iteration 40F (7736.260000 sec): 3 clusters
  Score: Raw -1199875.940783 + Penalty 3015.410424 = -1196860.530359
  nChanged 39
		SP:Iteration 41Q (7736.280000 sec): 3 clusters
  Score: Raw -1199886.529609 + Penalty 3015.410424 = -1196871.119185
  nChanged 31
		SP:Iteration 42Q (7736.300000 sec): 3 clusters
  Score: Raw -1199893.235808 + Penalty 3015.410424 = -1196877.825384
  nChanged 19
		SP:Iteration 43Q (7736.330000 sec): 3 clusters
  Score: Raw -1199901.053468 + Penalty 3015.410424 = -1196885.643044
  nChanged 23
		SP:Iteration 44Q (7736.350000 sec): 3 clusters
  Score: Raw -1199908.062760 + Penalty 3015.410424 = -1196892.652336
  nChanged 22
		SP:Iteration 45Q (7736.370000 sec): 3 clusters
  Score: Raw -1199915.342043 + Penalty 3015.410424 = -1196899.931619
  nChanged 26
		SP:Iteration 46Q (7736.400000 sec): 3 clusters
  Score: Raw -1199923.326242 + Penalty 3015.410424 = -1196907.915819
  nChanged 29
		SP:Iteration 47Q (7736.420000 sec): 3 clusters
  Score: Raw -1199929.829333 + Penalty 3015.410424 = -1196914.418909
  nChanged 24
		SP:Iteration 48Q (7736.440000 sec): 3 clusters
  Score: Raw -1199935.203621 + Penalty 3015.410424 = -1196919.793197
  nChanged 19
		SP:Iteration 49Q (7736.460000 sec): 3 clusters
  Score: Raw -1199939.916655 + Penalty 3015.410424 = -1196924.506231
  nChanged 14
		SP:Iteration 50Q (7736.490000 sec): 3 clusters
  Score: Raw -1199943.062830 + Penalty 3015.410424 = -1196927.652406
  nChanged 8
		SP:Iteration 51Q (7736.510000 sec): 3 clusters
  Score: Raw -1199944.484303 + Penalty 3015.410424 = -1196929.073880
  nChanged 6
		SP:Iteration 52Q (7736.530000 sec): 3 clusters
  Score: Raw -1199945.613970 + Penalty 3015.410424 = -1196930.203547
  nChanged 7
		SP:Iteration 53Q (7736.560000 sec): 3 clusters
  Score: Raw -1199947.208040 + Penalty 3015.410424 = -1196931.797617
  nChanged 6
		SP:Iteration 54Q (7736.580000 sec): 3 clusters
  Score: Raw -1199948.429423 + Penalty 3015.410424 = -1196933.018999
  nChanged 6
		SP:Iteration 55Q (7736.600000 sec): 3 clusters
  Score: Raw -1199949.897993 + Penalty 3015.410424 = -1196934.487569
  nChanged 6
		SP:Iteration 56Q (7736.620000 sec): 3 clusters
  Score: Raw -1199951.365177 + Penalty 3015.410424 = -1196935.954753
  nChanged 13
		SP:Iteration 57Q (7736.640000 sec): 3 clusters
  Score: Raw -1199953.921034 + Penalty 3015.410424 = -1196938.510610
  nChanged 10
		SP:Iteration 58Q (7736.670000 sec): 3 clusters
  Score: Raw -1199955.710520 + Penalty 3015.410424 = -1196940.300097
  nChanged 9
		SP:Iteration 59Q (7736.690000 sec): 3 clusters
  Score: Raw -1199956.973174 + Penalty 3015.410424 = -1196941.562751
  nChanged 7
		SP:Iteration 60F (7736.720000 sec): 3 clusters
  Score: Raw -1199957.942085 + Penalty 3015.410424 = -1196942.531661
  nChanged 2
		SP:Iteration 61Q (7736.740000 sec): 3 clusters
  Score: Raw -1199958.396756 + Penalty 3015.410424 = -1196942.986333
  nChanged 2
		SP:Iteration 62Q (7736.760000 sec): 3 clusters
  Score: Raw -1199958.936936 + Penalty 3015.410424 = -1196943.526513
  nChanged 4
		SP:Iteration 63Q (7736.780000 sec): 3 clusters
  Score: Raw -1199959.647598 + Penalty 3015.410424 = -1196944.237174
  nChanged 1
		SP:Iteration 64Q (7736.810000 sec): 3 clusters
  Score: Raw -1199959.814049 + Penalty 3015.410424 = -1196944.403626
  nChanged 0
		SP:Iteration 65F (7736.830000 sec): 3 clusters
  Score: Raw -1199959.814049 + Penalty 3015.410424 = -1196944.403626
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (12293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7736.870000 sec): 2 clusters
  Score: Raw -1442141.628471 + Penalty 1530.227607 = -1440611.400864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7736.900000 sec): 3 clusters
  Score: Raw -1435079.323371 + Penalty 3060.455214 = -1432018.868157
  nChanged 5355
		SP:Iteration 1F (7736.940000 sec): 3 clusters
  Score: Raw -1437899.731605 + Penalty 3060.455214 = -1434839.276391
  nChanged 700
		SP:Iteration 2F (7736.960000 sec): 3 clusters
  Score: Raw -1438186.472523 + Penalty 3060.455214 = -1435126.017309
  nChanged 605
		SP:Iteration 3Q (7737.000000 sec): 3 clusters
  Score: Raw -1438426.937152 + Penalty 3060.455214 = -1435366.481938
  nChanged 570
		SP:Iteration 4Q (7737.030000 sec): 3 clusters
  Score: Raw -1438667.421744 + Penalty 3060.455214 = -1435606.966530
  nChanged 541
		SP:Iteration 5Q (7737.060000 sec): 3 clusters
  Score: Raw -1438924.866982 + Penalty 3060.455214 = -1435864.411768
  nChanged 542
		SP:Iteration 6Q (7737.090000 sec): 3 clusters
  Score: Raw -1439211.600239 + Penalty 3060.455214 = -1436151.145025
  nChanged 559
		SP:Iteration 7Q (7737.120000 sec): 3 clusters
  Score: Raw -1439555.983091 + Penalty 3060.455214 = -1436495.527877
  nChanged 623
		SP:Iteration 8F (7737.160000 sec): 3 clusters
  Score: Raw -1439995.721762 + Penalty 3060.455214 = -1436935.266548
  nChanged 620
		SP:Iteration 9F (7737.190000 sec): 3 clusters
  Score: Raw -1440427.793722 + Penalty 3060.455214 = -1437367.338508
  nChanged 564
		SP:Iteration 10Q (7737.220000 sec): 3 clusters
  Score: Raw -1440835.481303 + Penalty 3060.455214 = -1437775.026089
  nChanged 498
		SP:Iteration 11Q (7737.250000 sec): 3 clusters
  Score: Raw -1441202.494972 + Penalty 3060.455214 = -1438142.039758
  nChanged 401
		SP:Iteration 12Q (7737.280000 sec): 3 clusters
  Score: Raw -1441465.556657 + Penalty 3060.455214 = -1438405.101443
  nChanged 329
		SP:Iteration 13Q (7737.310000 sec): 3 clusters
  Score: Raw -1441644.291445 + Penalty 3060.455214 = -1438583.836231
  nChanged 227
		SP:Iteration 14Q (7737.340000 sec): 3 clusters
  Score: Raw -1441788.573874 + Penalty 3060.455214 = -1438728.118660
  nChanged 179
		SP:Iteration 15Q (7737.360000 sec): 3 clusters
  Score: Raw -1441866.214927 + Penalty 3060.455214 = -1438805.759713
  nChanged 140
		SP:Iteration 16Q (7737.390000 sec): 3 clusters
  Score: Raw -1441917.759932 + Penalty 3060.455214 = -1438857.304718
  nChanged 130
		SP:Iteration 17Q (7737.420000 sec): 3 clusters
  Score: Raw -1441969.818911 + Penalty 3060.455214 = -1438909.363697
  nChanged 113
		SP:Iteration 18Q (7737.450000 sec): 3 clusters
  Score: Raw -1442020.553610 + Penalty 3060.455214 = -1438960.098396
  nChanged 97
		SP:Iteration 19Q (7737.480000 sec): 3 clusters
  Score: Raw -1442066.532836 + Penalty 3060.455214 = -1439006.077622
  nChanged 78
		SP:Iteration 20F (7737.510000 sec): 3 clusters
  Score: Raw -1442110.322589 + Penalty 3060.455214 = -1439049.867375
  nChanged 87
		SP:Iteration 21Q (7737.540000 sec): 3 clusters
  Score: Raw -1442151.715844 + Penalty 3060.455214 = -1439091.260630
  nChanged 69
		SP:Iteration 22Q (7737.560000 sec): 3 clusters
  Score: Raw -1442194.207498 + Penalty 3060.455214 = -1439133.752284
  nChanged 77
		SP:Iteration 23Q (7737.590000 sec): 3 clusters
  Score: Raw -1442232.070608 + Penalty 3060.455214 = -1439171.615394
  nChanged 55
		SP:Iteration 24Q (7737.610000 sec): 3 clusters
  Score: Raw -1442252.020813 + Penalty 3060.455214 = -1439191.565599
  nChanged 49
		SP:Iteration 25Q (7737.640000 sec): 3 clusters
  Score: Raw -1442271.364207 + Penalty 3060.455214 = -1439210.908993
  nChanged 64
		SP:Iteration 26Q (7737.660000 sec): 3 clusters
  Score: Raw -1442299.393322 + Penalty 3060.455214 = -1439238.938108
  nChanged 53
		SP:Iteration 27Q (7737.690000 sec): 3 clusters
  Score: Raw -1442325.910678 + Penalty 3060.455214 = -1439265.455464
  nChanged 66
		SP:Iteration 28Q (7737.720000 sec): 3 clusters
  Score: Raw -1442358.145831 + Penalty 3060.455214 = -1439297.690617
  nChanged 58
		SP:Iteration 29Q (7737.740000 sec): 3 clusters
  Score: Raw -1442381.856818 + Penalty 3060.455214 = -1439321.401604
  nChanged 48
		SP:Iteration 30Q (7737.770000 sec): 3 clusters
  Score: Raw -1442404.800584 + Penalty 3060.455214 = -1439344.345370
  nChanged 48
		SP:Iteration 31Q (7737.790000 sec): 3 clusters
  Score: Raw -1442428.875709 + Penalty 3060.455214 = -1439368.420495
  nChanged 41
		SP:Iteration 32Q (7737.820000 sec): 3 clusters
  Score: Raw -1442449.468503 + Penalty 3060.455214 = -1439389.013289
  nChanged 36
		SP:Iteration 33Q (7737.840000 sec): 3 clusters
  Score: Raw -1442465.054962 + Penalty 3060.455214 = -1439404.599748
  nChanged 37
		SP:Iteration 34Q (7737.870000 sec): 3 clusters
  Score: Raw -1442482.607506 + Penalty 3060.455214 = -1439422.152292
  nChanged 45
		SP:Iteration 35Q (7737.890000 sec): 3 clusters
  Score: Raw -1442503.485020 + Penalty 3060.455214 = -1439443.029806
  nChanged 31
		SP:Iteration 36Q (7737.920000 sec): 3 clusters
  Score: Raw -1442514.890462 + Penalty 3060.455214 = -1439454.435248
  nChanged 24
		SP:Iteration 37Q (7737.940000 sec): 3 clusters
  Score: Raw -1442523.230039 + Penalty 3060.455214 = -1439462.774825
  nChanged 19
		SP:Iteration 38Q (7737.960000 sec): 3 clusters
  Score: Raw -1442528.260280 + Penalty 3060.455214 = -1439467.805066
  nChanged 14
		SP:Iteration 39Q (7737.990000 sec): 3 clusters
  Score: Raw -1442532.383074 + Penalty 3060.455214 = -1439471.927860
  nChanged 9
		SP:Iteration 40F (7738.020000 sec): 3 clusters
  Score: Raw -1442534.684715 + Penalty 3060.455214 = -1439474.229501
  nChanged 8
		SP:Iteration 41Q (7738.040000 sec): 3 clusters
  Score: Raw -1442536.339304 + Penalty 3060.455214 = -1439475.884090
  nChanged 3
		SP:Iteration 42Q (7738.070000 sec): 3 clusters
  Score: Raw -1442536.906981 + Penalty 3060.455214 = -1439476.451767
  nChanged 4
		SP:Iteration 43Q (7738.090000 sec): 3 clusters
  Score: Raw -1442538.986975 + Penalty 3060.455214 = -1439478.531761
  nChanged 4
		SP:Iteration 44Q (7738.120000 sec): 3 clusters
  Score: Raw -1442540.097730 + Penalty 3060.455214 = -1439479.642517
  nChanged 2
		SP:Iteration 45Q (7738.140000 sec): 3 clusters
  Score: Raw -1442540.555639 + Penalty 3060.455214 = -1439480.100425
  nChanged 1
		SP:Iteration 46Q (7738.170000 sec): 3 clusters
  Score: Raw -1442540.962238 + Penalty 3060.455214 = -1439480.507024
  nChanged 4
		SP:Iteration 47Q (7738.190000 sec): 3 clusters
  Score: Raw -1442542.150240 + Penalty 3060.455214 = -1439481.695026
  nChanged 3
		SP:Iteration 48Q (7738.220000 sec): 3 clusters
  Score: Raw -1442542.836692 + Penalty 3060.455214 = -1439482.381478
  nChanged 1
		SP:Iteration 49Q (7738.240000 sec): 3 clusters
  Score: Raw -1442543.136851 + Penalty 3060.455214 = -1439482.681637
  nChanged 0
		SP:Iteration 50F (7738.270000 sec): 3 clusters
  Score: Raw -1442543.136851 + Penalty 3060.455214 = -1439482.681637
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (14243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7738.320000 sec): 2 clusters
  Score: Raw -1618796.815209 + Penalty 1554.153386 = -1617242.661823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7738.350000 sec): 3 clusters
  Score: Raw -1610508.488205 + Penalty 3108.306772 = -1607400.181433
  nChanged 6206
		SP:Iteration 1F (7738.390000 sec): 3 clusters
  Score: Raw -1613898.192684 + Penalty 3108.306772 = -1610789.885912
  nChanged 875
		SP:Iteration 2F (7738.420000 sec): 3 clusters
  Score: Raw -1614337.164871 + Penalty 3108.306772 = -1611228.858099
  nChanged 847
		SP:Iteration 3F (7738.460000 sec): 3 clusters
  Score: Raw -1614764.126881 + Penalty 3108.306772 = -1611655.820109
  nChanged 787
		SP:Iteration 4F (7738.500000 sec): 3 clusters
  Score: Raw -1615202.376269 + Penalty 3108.306772 = -1612094.069497
  nChanged 805
		SP:Iteration 5F (7738.540000 sec): 3 clusters
  Score: Raw -1615662.487836 + Penalty 3108.306772 = -1612554.181064
  nChanged 779
		SP:Iteration 6F (7738.570000 sec): 3 clusters
  Score: Raw -1616114.479245 + Penalty 3108.306772 = -1613006.172473
  nChanged 716
		SP:Iteration 7F (7738.610000 sec): 3 clusters
  Score: Raw -1616523.072920 + Penalty 3108.306772 = -1613414.766148
  nChanged 621
		SP:Iteration 8Q (7738.640000 sec): 3 clusters
  Score: Raw -1616873.693124 + Penalty 3108.306772 = -1613765.386352
  nChanged 549
		SP:Iteration 9Q (7738.680000 sec): 3 clusters
  Score: Raw -1617145.989786 + Penalty 3108.306772 = -1614037.683014
  nChanged 467
		SP:Iteration 10Q (7738.720000 sec): 3 clusters
  Score: Raw -1617379.497821 + Penalty 3108.306772 = -1614271.191049
  nChanged 434
		SP:Iteration 11Q (7738.760000 sec): 3 clusters
  Score: Raw -1617595.997372 + Penalty 3108.306772 = -1614487.690600
  nChanged 365
		SP:Iteration 12Q (7738.790000 sec): 3 clusters
  Score: Raw -1617765.225368 + Penalty 3108.306772 = -1614656.918596
  nChanged 342
		SP:Iteration 13Q (7738.830000 sec): 3 clusters
  Score: Raw -1617912.472329 + Penalty 3108.306772 = -1614804.165557
  nChanged 322
		SP:Iteration 14Q (7738.860000 sec): 3 clusters
  Score: Raw -1618047.779809 + Penalty 3108.306772 = -1614939.473037
  nChanged 313
		SP:Iteration 15Q (7738.900000 sec): 3 clusters
  Score: Raw -1618168.532694 + Penalty 3108.306772 = -1615060.225922
  nChanged 307
		SP:Iteration 16Q (7738.930000 sec): 3 clusters
  Score: Raw -1618288.860066 + Penalty 3108.306772 = -1615180.553294
  nChanged 280
		SP:Iteration 17Q (7738.970000 sec): 3 clusters
  Score: Raw -1618406.471941 + Penalty 3108.306772 = -1615298.165169
  nChanged 256
		SP:Iteration 18Q (7739.000000 sec): 3 clusters
  Score: Raw -1618510.470283 + Penalty 3108.306772 = -1615402.163511
  nChanged 234
		SP:Iteration 19Q (7739.040000 sec): 3 clusters
  Score: Raw -1618608.577587 + Penalty 3108.306772 = -1615500.270815
  nChanged 225
		SP:Iteration 20F (7739.070000 sec): 3 clusters
  Score: Raw -1618708.081243 + Penalty 3108.306772 = -1615599.774471
  nChanged 225
		SP:Iteration 21Q (7739.100000 sec): 3 clusters
  Score: Raw -1618829.946550 + Penalty 3108.306772 = -1615721.639778
  nChanged 214
		SP:Iteration 22Q (7739.130000 sec): 3 clusters
  Score: Raw -1618969.765728 + Penalty 3108.306772 = -1615861.458956
  nChanged 186
		SP:Iteration 23Q (7739.160000 sec): 3 clusters
  Score: Raw -1619101.991910 + Penalty 3108.306772 = -1615993.685138
  nChanged 179
		SP:Iteration 24Q (7739.190000 sec): 3 clusters
  Score: Raw -1619221.093656 + Penalty 3108.306772 = -1616112.786884
  nChanged 155
		SP:Iteration 25Q (7739.220000 sec): 3 clusters
  Score: Raw -1619323.818823 + Penalty 3108.306772 = -1616215.512051
  nChanged 125
		SP:Iteration 26Q (7739.250000 sec): 3 clusters
  Score: Raw -1619389.298831 + Penalty 3108.306772 = -1616280.992059
  nChanged 106
		SP:Iteration 27Q (7739.280000 sec): 3 clusters
  Score: Raw -1619441.234434 + Penalty 3108.306772 = -1616332.927662
  nChanged 84
		SP:Iteration 28Q (7739.310000 sec): 3 clusters
  Score: Raw -1619482.314394 + Penalty 3108.306772 = -1616374.007622
  nChanged 68
		SP:Iteration 29Q (7739.340000 sec): 3 clusters
  Score: Raw -1619513.154696 + Penalty 3108.306772 = -1616404.847924
  nChanged 64
		SP:Iteration 30Q (7739.360000 sec): 3 clusters
  Score: Raw -1619545.793957 + Penalty 3108.306772 = -1616437.487185
  nChanged 51
		SP:Iteration 31Q (7739.390000 sec): 3 clusters
  Score: Raw -1619567.786915 + Penalty 3108.306772 = -1616459.480143
  nChanged 40
		SP:Iteration 32Q (7739.420000 sec): 3 clusters
  Score: Raw -1619585.390140 + Penalty 3108.306772 = -1616477.083368
  nChanged 37
		SP:Iteration 33Q (7739.450000 sec): 3 clusters
  Score: Raw -1619603.637877 + Penalty 3108.306772 = -1616495.331105
  nChanged 48
		SP:Iteration 34Q (7739.480000 sec): 3 clusters
  Score: Raw -1619624.149321 + Penalty 3108.306772 = -1616515.842549
  nChanged 37
		SP:Iteration 35Q (7739.500000 sec): 3 clusters
  Score: Raw -1619639.497574 + Penalty 3108.306772 = -1616531.190802
  nChanged 32
		SP:Iteration 36Q (7739.530000 sec): 3 clusters
  Score: Raw -1619654.299055 + Penalty 3108.306772 = -1616545.992283
  nChanged 27
		SP:Iteration 37Q (7739.560000 sec): 3 clusters
  Score: Raw -1619669.130664 + Penalty 3108.306772 = -1616560.823892
  nChanged 26
		SP:Iteration 38Q (7739.580000 sec): 3 clusters
  Score: Raw -1619681.735876 + Penalty 3108.306772 = -1616573.429104
  nChanged 22
		SP:Iteration 39Q (7739.610000 sec): 3 clusters
  Score: Raw -1619691.837047 + Penalty 3108.306772 = -1616583.530275
  nChanged 18
		SP:Iteration 40F (7739.640000 sec): 3 clusters
  Score: Raw -1619702.084274 + Penalty 3108.306772 = -1616593.777502
  nChanged 22
		SP:Iteration 41Q (7739.670000 sec): 3 clusters
  Score: Raw -1619710.472909 + Penalty 3108.306772 = -1616602.166137
  nChanged 22
		SP:Iteration 42Q (7739.700000 sec): 3 clusters
  Score: Raw -1619721.935281 + Penalty 3108.306772 = -1616613.628509
  nChanged 13
		SP:Iteration 43Q (7739.720000 sec): 3 clusters
  Score: Raw -1619727.555842 + Penalty 3108.306772 = -1616619.249070
  nChanged 9
		SP:Iteration 44Q (7739.750000 sec): 3 clusters
  Score: Raw -1619731.739028 + Penalty 3108.306772 = -1616623.432256
  nChanged 9
		SP:Iteration 45Q (7739.780000 sec): 3 clusters
  Score: Raw -1619734.778975 + Penalty 3108.306772 = -1616626.472203
  nChanged 6
		SP:Iteration 46Q (7739.800000 sec): 3 clusters
  Score: Raw -1619737.112109 + Penalty 3108.306772 = -1616628.805337
  nChanged 8
		SP:Iteration 47Q (7739.830000 sec): 3 clusters
  Score: Raw -1619740.188032 + Penalty 3108.306772 = -1616631.881260
  nChanged 10
		SP:Iteration 48Q (7739.860000 sec): 3 clusters
  Score: Raw -1619744.493614 + Penalty 3108.306772 = -1616636.186842
  nChanged 8
		SP:Iteration 49Q (7739.880000 sec): 3 clusters
  Score: Raw -1619747.197012 + Penalty 3108.306772 = -1616638.890240
  nChanged 7
		SP:Iteration 50Q (7739.910000 sec): 3 clusters
  Score: Raw -1619749.823527 + Penalty 3108.306772 = -1616641.516755
  nChanged 8
		SP:Iteration 51Q (7739.930000 sec): 3 clusters
  Score: Raw -1619753.097595 + Penalty 3108.306772 = -1616644.790823
  nChanged 5
		SP:Iteration 52Q (7739.960000 sec): 3 clusters
  Score: Raw -1619755.380669 + Penalty 3108.306772 = -1616647.073897
  nChanged 5
		SP:Iteration 53Q (7739.980000 sec): 3 clusters
  Score: Raw -1619757.359792 + Penalty 3108.306772 = -1616649.053020
  nChanged 5
		SP:Iteration 54Q (7740.010000 sec): 3 clusters
  Score: Raw -1619760.043343 + Penalty 3108.306772 = -1616651.736571
  nChanged 2
		SP:Iteration 55Q (7740.040000 sec): 3 clusters
  Score: Raw -1619760.591728 + Penalty 3108.306772 = -1616652.284956
  nChanged 2
		SP:Iteration 56Q (7740.060000 sec): 3 clusters
  Score: Raw -1619761.077288 + Penalty 3108.306772 = -1616652.770516
  nChanged 2
		SP:Iteration 57Q (7740.090000 sec): 3 clusters
  Score: Raw -1619761.766979 + Penalty 3108.306772 = -1616653.460207
  nChanged 0
		SP:Iteration 58F (7740.120000 sec): 3 clusters
  Score: Raw -1619761.766979 + Penalty 3108.306772 = -1616653.460207
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (509084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7741.720000 sec): 2 clusters
  Score: Raw -59480636.517492 + Penalty 2135.309851 = -59478501.207641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7743.080000 sec): 3 clusters
  Score: Raw -59137697.388385 + Penalty 4270.619701 = -59133426.768684
  nChanged 249794
		SP:Iteration 1F (7744.440000 sec): 3 clusters
  Score: Raw -59295576.294850 + Penalty 4270.619701 = -59291305.675149
  nChanged 24938
		SP:Iteration 2Q (7745.840000 sec): 3 clusters
  Score: Raw -59307080.832521 + Penalty 4270.619701 = -59302810.212820
  nChanged 31727
		SP:Iteration 3F (7747.200000 sec): 3 clusters
  Score: Raw -59325565.637908 + Penalty 4270.619701 = -59321295.018207
  nChanged 36388
		SP:Iteration 4F (7748.550000 sec): 3 clusters
  Score: Raw -59350058.075052 + Penalty 4270.619701 = -59345787.455351
  nChanged 36137
		SP:Iteration 5F (7749.900000 sec): 3 clusters
  Score: Raw -59375919.186882 + Penalty 4270.619701 = -59371648.567181
  nChanged 31287
		SP:Iteration 6F (7751.240000 sec): 3 clusters
  Score: Raw -59398018.695734 + Penalty 4270.619701 = -59393748.076033
  nChanged 24255
		SP:Iteration 7Q (7752.620000 sec): 3 clusters
  Score: Raw -59414870.627651 + Penalty 4270.619701 = -59410600.007950
  nChanged 18669
		SP:Iteration 8Q (7753.950000 sec): 3 clusters
  Score: Raw -59428137.823345 + Penalty 4270.619701 = -59423867.203644
  nChanged 14130
		SP:Iteration 9Q (7755.220000 sec): 3 clusters
  Score: Raw -59438426.046343 + Penalty 4270.619701 = -59434155.426642
  nChanged 10630
		SP:Iteration 10Q (7756.440000 sec): 3 clusters
  Score: Raw -59445839.711916 + Penalty 4270.619701 = -59441569.092215
  nChanged 8229
		SP:Iteration 11Q (7757.610000 sec): 3 clusters
  Score: Raw -59450977.151978 + Penalty 4270.619701 = -59446706.532277
  nChanged 6348
		SP:Iteration 12Q (7758.730000 sec): 3 clusters
  Score: Raw -59454505.252168 + Penalty 4270.619701 = -59450234.632467
  nChanged 5621
		SP:Iteration 13Q (7759.850000 sec): 3 clusters
  Score: Raw -59457407.704451 + Penalty 4270.619701 = -59453137.084750
  nChanged 5184
		SP:Iteration 14Q (7760.950000 sec): 3 clusters
  Score: Raw -59460000.093085 + Penalty 4270.619701 = -59455729.473384
  nChanged 4891
		SP:Iteration 15Q (7762.020000 sec): 3 clusters
  Score: Raw -59462462.904402 + Penalty 4270.619701 = -59458192.284701
  nChanged 4505
		SP:Iteration 16Q (7763.060000 sec): 3 clusters
  Score: Raw -59464771.317833 + Penalty 4270.619701 = -59460500.698132
  nChanged 4094
		SP:Iteration 17Q (7764.080000 sec): 3 clusters
  Score: Raw -59466928.951799 + Penalty 4270.619701 = -59462658.332098
  nChanged 3737
		SP:Iteration 18Q (7765.100000 sec): 3 clusters
  Score: Raw -59468890.532824 + Penalty 4270.619701 = -59464619.913123
  nChanged 3324
		SP:Iteration 19Q (7766.100000 sec): 3 clusters
  Score: Raw -59470636.741601 + Penalty 4270.619701 = -59466366.121900
  nChanged 2896
		SP:Iteration 20F (7767.430000 sec): 3 clusters
  Score: Raw -59472147.127657 + Penalty 4270.619701 = -59467876.507955
  nChanged 2601
		SP:Iteration 21Q (7768.410000 sec): 3 clusters
  Score: Raw -59473481.615335 + Penalty 4270.619701 = -59469210.995634
  nChanged 2296
		SP:Iteration 22Q (7769.380000 sec): 3 clusters
  Score: Raw -59474644.381635 + Penalty 4270.619701 = -59470373.761933
  nChanged 1974
		SP:Iteration 23Q (7770.340000 sec): 3 clusters
  Score: Raw -59475619.352864 + Penalty 4270.619701 = -59471348.733163
  nChanged 1663
		SP:Iteration 24Q (7771.300000 sec): 3 clusters
  Score: Raw -59476410.580624 + Penalty 4270.619701 = -59472139.960923
  nChanged 1484
		SP:Iteration 25Q (7772.250000 sec): 3 clusters
  Score: Raw -59477111.887506 + Penalty 4270.619701 = -59472841.267804
  nChanged 1257
		SP:Iteration 26Q (7773.200000 sec): 3 clusters
  Score: Raw -59477688.452384 + Penalty 4270.619701 = -59473417.832683
  nChanged 1145
		SP:Iteration 27Q (7774.150000 sec): 3 clusters
  Score: Raw -59478207.799495 + Penalty 4270.619701 = -59473937.179794
  nChanged 1017
		SP:Iteration 28Q (7775.090000 sec): 3 clusters
  Score: Raw -59478669.737730 + Penalty 4270.619701 = -59474399.118028
  nChanged 918
		SP:Iteration 29Q (7776.030000 sec): 3 clusters
  Score: Raw -59479072.593311 + Penalty 4270.619701 = -59474801.973610
  nChanged 779
		SP:Iteration 30Q (7776.970000 sec): 3 clusters
  Score: Raw -59479403.355164 + Penalty 4270.619701 = -59475132.735463
  nChanged 682
		SP:Iteration 31Q (7777.930000 sec): 3 clusters
  Score: Raw -59479688.272518 + Penalty 4270.619701 = -59475417.652817
  nChanged 569
		SP:Iteration 32Q (7778.860000 sec): 3 clusters
  Score: Raw -59479937.980503 + Penalty 4270.619701 = -59475667.360801
  nChanged 496
		SP:Iteration 33Q (7779.800000 sec): 3 clusters
  Score: Raw -59480151.611228 + Penalty 4270.619701 = -59475880.991527
  nChanged 427
		SP:Iteration 34Q (7780.740000 sec): 3 clusters
  Score: Raw -59480344.226054 + Penalty 4270.619701 = -59476073.606352
  nChanged 348
		SP:Iteration 35Q (7781.670000 sec): 3 clusters
  Score: Raw -59480487.128074 + Penalty 4270.619701 = -59476216.508373
  nChanged 276
		SP:Iteration 36Q (7782.610000 sec): 3 clusters
  Score: Raw -59480592.238469 + Penalty 4270.619701 = -59476321.618768
  nChanged 204
		SP:Iteration 37Q (7783.540000 sec): 3 clusters
  Score: Raw -59480673.770214 + Penalty 4270.619701 = -59476403.150512
  nChanged 181
		SP:Iteration 38Q (7784.480000 sec): 3 clusters
  Score: Raw -59480744.299115 + Penalty 4270.619701 = -59476473.679414
  nChanged 141
		SP:Iteration 39Q (7785.450000 sec): 3 clusters
  Score: Raw -59480797.055591 + Penalty 4270.619701 = -59476526.435890
  nChanged 115
		SP:Iteration 40F (7786.760000 sec): 3 clusters
  Score: Raw -59480836.450363 + Penalty 4270.619701 = -59476565.830662
  nChanged 97
		SP:Iteration 41Q (7787.690000 sec): 3 clusters
  Score: Raw -59480867.852205 + Penalty 4270.619701 = -59476597.232504
  nChanged 70
		SP:Iteration 42Q (7788.620000 sec): 3 clusters
  Score: Raw -59480891.186992 + Penalty 4270.619701 = -59476620.567291
  nChanged 75
		SP:Iteration 43Q (7789.550000 sec): 3 clusters
  Score: Raw -59480914.541234 + Penalty 4270.619701 = -59476643.921532
  nChanged 55
		SP:Iteration 44Q (7790.470000 sec): 3 clusters
  Score: Raw -59480932.885314 + Penalty 4270.619701 = -59476662.265613
  nChanged 50
		SP:Iteration 45Q (7791.390000 sec): 3 clusters
  Score: Raw -59480949.562430 + Penalty 4270.619701 = -59476678.942729
  nChanged 46
		SP:Iteration 46Q (7792.320000 sec): 3 clusters
  Score: Raw -59480967.206646 + Penalty 4270.619701 = -59476696.586945
  nChanged 44
		SP:Iteration 47Q (7793.240000 sec): 3 clusters
  Score: Raw -59480982.600159 + Penalty 4270.619701 = -59476711.980457
  nChanged 45
		SP:Iteration 48Q (7794.200000 sec): 3 clusters
  Score: Raw -59480997.823601 + Penalty 4270.619701 = -59476727.203899
  nChanged 31
		SP:Iteration 49Q (7795.160000 sec): 3 clusters
  Score: Raw -59481006.739784 + Penalty 4270.619701 = -59476736.120083
  nChanged 25
		SP:Iteration 50Q (7796.080000 sec): 3 clusters
  Score: Raw -59481015.825688 + Penalty 4270.619701 = -59476745.205986
  nChanged 24
		SP:Iteration 51Q (7797.000000 sec): 3 clusters
  Score: Raw -59481025.202558 + Penalty 4270.619701 = -59476754.582857
  nChanged 25
		SP:Iteration 52Q (7797.930000 sec): 3 clusters
  Score: Raw -59481034.632205 + Penalty 4270.619701 = -59476764.012504
  nChanged 13
		SP:Iteration 53Q (7798.850000 sec): 3 clusters
  Score: Raw -59481040.134070 + Penalty 4270.619701 = -59476769.514368
  nChanged 15
		SP:Iteration 54Q (7799.770000 sec): 3 clusters
  Score: Raw -59481044.155562 + Penalty 4270.619701 = -59476773.535860
  nChanged 10
		SP:Iteration 55Q (7800.700000 sec): 3 clusters
  Score: Raw -59481047.169982 + Penalty 4270.619701 = -59476776.550281
  nChanged 9
		SP:Iteration 56Q (7801.620000 sec): 3 clusters
  Score: Raw -59481049.547300 + Penalty 4270.619701 = -59476778.927599
  nChanged 7
		SP:Iteration 57Q (7802.550000 sec): 3 clusters
  Score: Raw -59481051.719791 + Penalty 4270.619701 = -59476781.100090
  nChanged 6
		SP:Iteration 58Q (7803.480000 sec): 3 clusters
  Score: Raw -59481053.555525 + Penalty 4270.619701 = -59476782.935824
  nChanged 4
		SP:Iteration 59Q (7804.410000 sec): 3 clusters
  Score: Raw -59481055.122831 + Penalty 4270.619701 = -59476784.503130
  nChanged 4
		SP:Iteration 60F (7805.720000 sec): 3 clusters
  Score: Raw -59481055.995353 + Penalty 4270.619701 = -59476785.375652
  nChanged 2
		SP:Iteration 61Q (7806.650000 sec): 3 clusters
  Score: Raw -59481056.349633 + Penalty 4270.619701 = -59476785.729932
  nChanged 0
		SP:Iteration 62F (7807.960000 sec): 3 clusters
  Score: Raw -59481056.349633 + Penalty 4270.619701 = -59476785.729932
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (9742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7808.260000 sec): 2 clusters
  Score: Raw -1086826.717961 + Penalty 1492.432779 = -1085334.285182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7808.290000 sec): 3 clusters
  Score: Raw -1081321.898316 + Penalty 2984.865557 = -1078337.032759
  nChanged 4214
		SP:Iteration 1F (7808.320000 sec): 3 clusters
  Score: Raw -1083676.879286 + Penalty 2984.865557 = -1080692.013729
  nChanged 652
		SP:Iteration 2F (7808.340000 sec): 3 clusters
  Score: Raw -1084062.412581 + Penalty 2984.865557 = -1081077.547023
  nChanged 641
		SP:Iteration 3F (7808.360000 sec): 3 clusters
  Score: Raw -1084536.731235 + Penalty 2984.865557 = -1081551.865678
  nChanged 682
		SP:Iteration 4F (7808.390000 sec): 3 clusters
  Score: Raw -1085232.167993 + Penalty 2984.865557 = -1082247.302436
  nChanged 771
		SP:Iteration 5F (7808.420000 sec): 3 clusters
  Score: Raw -1086384.850198 + Penalty 2984.865557 = -1083399.984641
  nChanged 872
		SP:Iteration 6F (7808.440000 sec): 3 clusters
  Score: Raw -1087617.103382 + Penalty 2984.865557 = -1084632.237825
  nChanged 793
		SP:Iteration 7F (7808.460000 sec): 3 clusters
  Score: Raw -1088579.410148 + Penalty 2984.865557 = -1085594.544591
  nChanged 623
		SP:Iteration 8F (7808.490000 sec): 3 clusters
  Score: Raw -1089176.706705 + Penalty 2984.865557 = -1086191.841148
  nChanged 393
		SP:Iteration 9Q (7808.510000 sec): 3 clusters
  Score: Raw -1089441.848020 + Penalty 2984.865557 = -1086456.982462
  nChanged 229
		SP:Iteration 10Q (7808.540000 sec): 3 clusters
  Score: Raw -1089557.821375 + Penalty 2984.865557 = -1086572.955818
  nChanged 136
		SP:Iteration 11Q (7808.560000 sec): 3 clusters
  Score: Raw -1089622.930790 + Penalty 2984.865557 = -1086638.065233
  nChanged 112
		SP:Iteration 12Q (7808.580000 sec): 3 clusters
  Score: Raw -1089672.052134 + Penalty 2984.865557 = -1086687.186577
  nChanged 91
		SP:Iteration 13Q (7808.600000 sec): 3 clusters
  Score: Raw -1089700.165996 + Penalty 2984.865557 = -1086715.300438
  nChanged 63
		SP:Iteration 14Q (7808.620000 sec): 3 clusters
  Score: Raw -1089719.278166 + Penalty 2984.865557 = -1086734.412609
  nChanged 67
		SP:Iteration 15Q (7808.640000 sec): 3 clusters
  Score: Raw -1089736.715656 + Penalty 2984.865557 = -1086751.850099
  nChanged 53
		SP:Iteration 16Q (7808.670000 sec): 3 clusters
  Score: Raw -1089750.462024 + Penalty 2984.865557 = -1086765.596466
  nChanged 48
		SP:Iteration 17Q (7808.690000 sec): 3 clusters
  Score: Raw -1089762.764191 + Penalty 2984.865557 = -1086777.898634
  nChanged 56
		SP:Iteration 18Q (7808.710000 sec): 3 clusters
  Score: Raw -1089777.215330 + Penalty 2984.865557 = -1086792.349772
  nChanged 58
		SP:Iteration 19Q (7808.730000 sec): 3 clusters
  Score: Raw -1089795.553773 + Penalty 2984.865557 = -1086810.688216
  nChanged 56
		SP:Iteration 20F (7808.760000 sec): 3 clusters
  Score: Raw -1089810.293093 + Penalty 2984.865557 = -1086825.427536
  nChanged 42
		SP:Iteration 21Q (7808.780000 sec): 3 clusters
  Score: Raw -1089821.701614 + Penalty 2984.865557 = -1086836.836057
  nChanged 39
		SP:Iteration 22Q (7808.800000 sec): 3 clusters
  Score: Raw -1089831.285599 + Penalty 2984.865557 = -1086846.420042
  nChanged 29
		SP:Iteration 23Q (7808.820000 sec): 3 clusters
  Score: Raw -1089838.104919 + Penalty 2984.865557 = -1086853.239362
  nChanged 17
		SP:Iteration 24Q (7808.840000 sec): 3 clusters
  Score: Raw -1089840.420659 + Penalty 2984.865557 = -1086855.555102
  nChanged 14
		SP:Iteration 25Q (7808.860000 sec): 3 clusters
  Score: Raw -1089842.678658 + Penalty 2984.865557 = -1086857.813100
  nChanged 12
		SP:Iteration 26Q (7808.880000 sec): 3 clusters
  Score: Raw -1089844.178651 + Penalty 2984.865557 = -1086859.313094
  nChanged 10
		SP:Iteration 27Q (7808.900000 sec): 3 clusters
  Score: Raw -1089846.219899 + Penalty 2984.865557 = -1086861.354342
  nChanged 11
		SP:Iteration 28Q (7808.920000 sec): 3 clusters
  Score: Raw -1089847.836317 + Penalty 2984.865557 = -1086862.970759
  nChanged 3
		SP:Iteration 29Q (7808.950000 sec): 3 clusters
  Score: Raw -1089848.243184 + Penalty 2984.865557 = -1086863.377627
  nChanged 2
		SP:Iteration 30Q (7808.970000 sec): 3 clusters
  Score: Raw -1089848.399493 + Penalty 2984.865557 = -1086863.533936
  nChanged 1
		SP:Iteration 31Q (7808.990000 sec): 3 clusters
  Score: Raw -1089848.450811 + Penalty 2984.865557 = -1086863.585254
  nChanged 1
		SP:Iteration 32Q (7809.010000 sec): 3 clusters
  Score: Raw -1089848.528322 + Penalty 2984.865557 = -1086863.662765
  nChanged 0
		SP:Iteration 33F (7809.040000 sec): 3 clusters
  Score: Raw -1089848.528322 + Penalty 2984.865557 = -1086863.662765
  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 12.55 GB.

 Trying to split cluster 11 (50381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7809.190000 sec): 2 clusters
  Score: Raw -5990758.389435 + Penalty 1759.447527 = -5988998.941907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7809.330000 sec): 3 clusters
  Score: Raw -5959053.149385 + Penalty 3518.895055 = -5955534.254331
  nChanged 23362
		SP:Iteration 1F (7809.470000 sec): 3 clusters
  Score: Raw -5972183.803464 + Penalty 3518.895055 = -5968664.908409
  nChanged 1739
		SP:Iteration 2Q (7809.600000 sec): 3 clusters
  Score: Raw -5972629.960975 + Penalty 3518.895055 = -5969111.065920
  nChanged 1796
		SP:Iteration 3Q (7809.740000 sec): 3 clusters
  Score: Raw -5973171.113530 + Penalty 3518.895055 = -5969652.218475
  nChanged 1977
		SP:Iteration 4Q (7809.880000 sec): 3 clusters
  Score: Raw -5973893.492665 + Penalty 3518.895055 = -5970374.597611
  nChanged 2255
		SP:Iteration 5Q (7810.020000 sec): 3 clusters
  Score: Raw -5974933.098018 + Penalty 3518.895055 = -5971414.202964
  nChanged 2640
		SP:Iteration 6F (7810.150000 sec): 3 clusters
  Score: Raw -5976477.666316 + Penalty 3518.895055 = -5972958.771261
  nChanged 2936
		SP:Iteration 7F (7810.290000 sec): 3 clusters
  Score: Raw -5978614.783172 + Penalty 3518.895055 = -5975095.888117
  nChanged 2986
		SP:Iteration 8F (7810.430000 sec): 3 clusters
  Score: Raw -5981096.749945 + Penalty 3518.895055 = -5977577.854890
  nChanged 2678
		SP:Iteration 9F (7810.560000 sec): 3 clusters
  Score: Raw -5983243.552944 + Penalty 3518.895055 = -5979724.657889
  nChanged 2098
		SP:Iteration 10Q (7810.700000 sec): 3 clusters
  Score: Raw -5984781.814275 + Penalty 3518.895055 = -5981262.919220
  nChanged 1577
		SP:Iteration 11Q (7810.820000 sec): 3 clusters
  Score: Raw -5985788.175581 + Penalty 3518.895055 = -5982269.280527
  nChanged 1201
		SP:Iteration 12Q (7810.940000 sec): 3 clusters
  Score: Raw -5986470.903120 + Penalty 3518.895055 = -5982952.008065
  nChanged 1020
		SP:Iteration 13Q (7811.060000 sec): 3 clusters
  Score: Raw -5987021.358212 + Penalty 3518.895055 = -5983502.463157
  nChanged 939
		SP:Iteration 14Q (7811.180000 sec): 3 clusters
  Score: Raw -5987535.111911 + Penalty 3518.895055 = -5984016.216856
  nChanged 858
		SP:Iteration 15Q (7811.290000 sec): 3 clusters
  Score: Raw -5988006.232461 + Penalty 3518.895055 = -5984487.337406
  nChanged 760
		SP:Iteration 16Q (7811.400000 sec): 3 clusters
  Score: Raw -5988459.933719 + Penalty 3518.895055 = -5984941.038664
  nChanged 706
		SP:Iteration 17Q (7811.500000 sec): 3 clusters
  Score: Raw -5988895.289651 + Penalty 3518.895055 = -5985376.394596
  nChanged 591
		SP:Iteration 18Q (7811.610000 sec): 3 clusters
  Score: Raw -5989269.437400 + Penalty 3518.895055 = -5985750.542346
  nChanged 556
		SP:Iteration 19Q (7811.710000 sec): 3 clusters
  Score: Raw -5989621.300159 + Penalty 3518.895055 = -5986102.405104
  nChanged 466
		SP:Iteration 20F (7811.850000 sec): 3 clusters
  Score: Raw -5989929.278121 + Penalty 3518.895055 = -5986410.383066
  nChanged 404
		SP:Iteration 21Q (7811.950000 sec): 3 clusters
  Score: Raw -5990220.523650 + Penalty 3518.895055 = -5986701.628595
  nChanged 336
		SP:Iteration 22Q (7812.050000 sec): 3 clusters
  Score: Raw -5990459.100935 + Penalty 3518.895055 = -5986940.205880
  nChanged 215
		SP:Iteration 23Q (7812.150000 sec): 3 clusters
  Score: Raw -5990612.639345 + Penalty 3518.895055 = -5987093.744291
  nChanged 147
		SP:Iteration 24Q (7812.250000 sec): 3 clusters
  Score: Raw -5990710.704432 + Penalty 3518.895055 = -5987191.809377
  nChanged 98
		SP:Iteration 25Q (7812.350000 sec): 3 clusters
  Score: Raw -5990777.515210 + Penalty 3518.895055 = -5987258.620155
  nChanged 78
		SP:Iteration 26Q (7812.450000 sec): 3 clusters
  Score: Raw -5990839.714176 + Penalty 3518.895055 = -5987320.819122
  nChanged 59
		SP:Iteration 27Q (7812.540000 sec): 3 clusters
  Score: Raw -5990883.647222 + Penalty 3518.895055 = -5987364.752167
  nChanged 29
		SP:Iteration 28Q (7812.640000 sec): 3 clusters
  Score: Raw -5990907.040233 + Penalty 3518.895055 = -5987388.145178
  nChanged 25
		SP:Iteration 29Q (7812.740000 sec): 3 clusters
  Score: Raw -5990927.813370 + Penalty 3518.895055 = -5987408.918315
  nChanged 21
		SP:Iteration 30Q (7812.840000 sec): 3 clusters
  Score: Raw -5990942.838213 + Penalty 3518.895055 = -5987423.943159
  nChanged 16
		SP:Iteration 31Q (7812.930000 sec): 3 clusters
  Score: Raw -5990953.699372 + Penalty 3518.895055 = -5987434.804317
  nChanged 14
		SP:Iteration 32Q (7813.030000 sec): 3 clusters
  Score: Raw -5990962.500176 + Penalty 3518.895055 = -5987443.605121
  nChanged 3
		SP:Iteration 33Q (7813.120000 sec): 3 clusters
  Score: Raw -5990964.669540 + Penalty 3518.895055 = -5987445.774486
  nChanged 6
		SP:Iteration 34Q (7813.220000 sec): 3 clusters
  Score: Raw -5990967.910488 + Penalty 3518.895055 = -5987449.015433
  nChanged 4
		SP:Iteration 35Q (7813.310000 sec): 3 clusters
  Score: Raw -5990971.204865 + Penalty 3518.895055 = -5987452.309810
  nChanged 5
		SP:Iteration 36Q (7813.410000 sec): 3 clusters
  Score: Raw -5990974.972262 + Penalty 3518.895055 = -5987456.077208
  nChanged 10
		SP:Iteration 37Q (7813.500000 sec): 3 clusters
  Score: Raw -5990983.129581 + Penalty 3518.895055 = -5987464.234527
  nChanged 4
		SP:Iteration 38Q (7813.600000 sec): 3 clusters
  Score: Raw -5990986.572037 + Penalty 3518.895055 = -5987467.676982
  nChanged 7
		SP:Iteration 39Q (7813.700000 sec): 3 clusters
  Score: Raw -5990991.782653 + Penalty 3518.895055 = -5987472.887598
  nChanged 5
		SP:Iteration 40F (7813.830000 sec): 3 clusters
  Score: Raw -5990994.081336 + Penalty 3518.895055 = -5987475.186281
  nChanged 4
		SP:Iteration 41Q (7813.920000 sec): 3 clusters
  Score: Raw -5990996.134143 + Penalty 3518.895055 = -5987477.239088
  nChanged 3
		SP:Iteration 42Q (7814.020000 sec): 3 clusters
  Score: Raw -5990997.461477 + Penalty 3518.895055 = -5987478.566422
  nChanged 3
		SP:Iteration 43Q (7814.110000 sec): 3 clusters
  Score: Raw -5990999.572964 + Penalty 3518.895055 = -5987480.677910
  nChanged 3
		SP:Iteration 44Q (7814.210000 sec): 3 clusters
  Score: Raw -5991001.291516 + Penalty 3518.895055 = -5987482.396461
  nChanged 3
		SP:Iteration 45Q (7814.310000 sec): 3 clusters
  Score: Raw -5991002.528131 + Penalty 3518.895055 = -5987483.633076
  nChanged 0
		SP:Iteration 46F (7814.440000 sec): 3 clusters
  Score: Raw -5991002.528131 + Penalty 3518.895055 = -5987483.633076
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (15721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7814.500000 sec): 2 clusters
  Score: Raw -1787391.130131 + Penalty 1570.197310 = -1785820.932821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7814.540000 sec): 3 clusters
  Score: Raw -1778241.078652 + Penalty 3140.394620 = -1775100.684032
  nChanged 7041
		SP:Iteration 1F (7814.580000 sec): 3 clusters
  Score: Raw -1783970.462354 + Penalty 3140.394620 = -1780830.067734
  nChanged 2076
		SP:Iteration 2F (7814.620000 sec): 3 clusters
  Score: Raw -1787500.228877 + Penalty 3140.394620 = -1784359.834257
  nChanged 1973
		SP:Iteration 3F (7814.660000 sec): 3 clusters
  Score: Raw -1790586.967877 + Penalty 3140.394620 = -1787446.573257
  nChanged 1231
		SP:Iteration 4F (7814.700000 sec): 3 clusters
  Score: Raw -1791735.003648 + Penalty 3140.394620 = -1788594.609028
  nChanged 576
		SP:Iteration 5Q (7814.740000 sec): 3 clusters
  Score: Raw -1792139.578478 + Penalty 3140.394620 = -1788999.183858
  nChanged 334
		SP:Iteration 6Q (7814.780000 sec): 3 clusters
  Score: Raw -1792426.027956 + Penalty 3140.394620 = -1789285.633336
  nChanged 267
		SP:Iteration 7Q (7814.820000 sec): 3 clusters
  Score: Raw -1792665.923293 + Penalty 3140.394620 = -1789525.528673
  nChanged 201
		SP:Iteration 8Q (7814.860000 sec): 3 clusters
  Score: Raw -1792838.085154 + Penalty 3140.394620 = -1789697.690534
  nChanged 162
		SP:Iteration 9Q (7814.900000 sec): 3 clusters
  Score: Raw -1792951.899354 + Penalty 3140.394620 = -1789811.504734
  nChanged 106
		SP:Iteration 10Q (7814.940000 sec): 3 clusters
  Score: Raw -1793021.722590 + Penalty 3140.394620 = -1789881.327970
  nChanged 86
		SP:Iteration 11Q (7814.970000 sec): 3 clusters
  Score: Raw -1793067.005981 + Penalty 3140.394620 = -1789926.611361
  nChanged 60
		SP:Iteration 12Q (7815.000000 sec): 3 clusters
  Score: Raw -1793090.345970 + Penalty 3140.394620 = -1789949.951350
  nChanged 40
		SP:Iteration 13Q (7815.040000 sec): 3 clusters
  Score: Raw -1793102.388346 + Penalty 3140.394620 = -1789961.993726
  nChanged 43
		SP:Iteration 14Q (7815.070000 sec): 3 clusters
  Score: Raw -1793115.987260 + Penalty 3140.394620 = -1789975.592640
  nChanged 40
		SP:Iteration 15Q (7815.110000 sec): 3 clusters
  Score: Raw -1793127.491004 + Penalty 3140.394620 = -1789987.096384
  nChanged 40
		SP:Iteration 16Q (7815.140000 sec): 3 clusters
  Score: Raw -1793138.041853 + Penalty 3140.394620 = -1789997.647233
  nChanged 24
		SP:Iteration 17Q (7815.180000 sec): 3 clusters
  Score: Raw -1793142.067789 + Penalty 3140.394620 = -1790001.673169
  nChanged 14
		SP:Iteration 18Q (7815.210000 sec): 3 clusters
  Score: Raw -1793143.585151 + Penalty 3140.394620 = -1790003.190531
  nChanged 7
		SP:Iteration 19Q (7815.240000 sec): 3 clusters
  Score: Raw -1793144.236597 + Penalty 3140.394620 = -1790003.841977
  nChanged 3
		SP:Iteration 20F (7815.280000 sec): 3 clusters
  Score: Raw -1793144.409495 + Penalty 3140.394620 = -1790004.014875
  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 12.55 GB.

 Trying to split cluster 13 (1075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7815.300000 sec): 2 clusters
  Score: Raw -111767.470398 + Penalty 1134.262340 = -110633.208057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7815.310000 sec): 3 clusters
  Score: Raw -111537.687652 + Penalty 2268.524681 = -109269.162971
  nChanged 351
		SP:Iteration 1F (7815.310000 sec): 3 clusters
  Score: Raw -112080.492056 + Penalty 2268.524681 = -109811.967375
  nChanged 138
		SP:Iteration 2F (7815.310000 sec): 3 clusters
  Score: Raw -112313.617940 + Penalty 2268.524681 = -110045.093259
  nChanged 90
		SP:Iteration 3F (7815.320000 sec): 3 clusters
  Score: Raw -112570.800887 + Penalty 2268.524681 = -110302.276206
  nChanged 89
		SP:Iteration 4F (7815.320000 sec): 3 clusters
  Score: Raw -112791.582104 + Penalty 2268.524681 = -110523.057424
  nChanged 67
		SP:Iteration 5F (7815.320000 sec): 3 clusters
  Score: Raw -112919.428479 + Penalty 2268.524681 = -110650.903799
  nChanged 44
		SP:Iteration 6Q (7815.320000 sec): 3 clusters
  Score: Raw -113002.764003 + Penalty 2268.524681 = -110734.239322
  nChanged 15
		SP:Iteration 7Q (7815.320000 sec): 3 clusters
  Score: Raw -113122.982013 + Penalty 2268.524681 = -110854.457333
  nChanged 19
		SP:Iteration 8Q (7815.330000 sec): 3 clusters
  Score: Raw -113366.738066 + Penalty 2268.524681 = -111098.213385
  nChanged 19
		SP:Iteration 9Q (7815.330000 sec): 3 clusters
  Score: Raw -113418.751850 + Penalty 2268.524681 = -111150.227170
  nChanged 11
		SP:Iteration 10Q (7815.330000 sec): 3 clusters
  Score: Raw -113439.473282 + Penalty 2268.524681 = -111170.948601
  nChanged 3
		SP:Iteration 11Q (7815.330000 sec): 3 clusters
  Score: Raw -113448.730134 + Penalty 2268.524681 = -111180.205453
  nChanged 1
		SP:Iteration 12Q (7815.340000 sec): 3 clusters
  Score: Raw -113449.446508 + Penalty 2268.524681 = -111180.921827
  nChanged 1
		SP:Iteration 13Q (7815.340000 sec): 3 clusters
  Score: Raw -113452.309303 + Penalty 2268.524681 = -111183.784622
  nChanged 3
		SP:Iteration 14Q (7815.340000 sec): 3 clusters
  Score: Raw -113456.509181 + Penalty 2268.524681 = -111187.984500
  nChanged 1
		SP:Iteration 15Q (7815.340000 sec): 3 clusters
  Score: Raw -113457.596730 + Penalty 2268.524681 = -111189.072049
  nChanged 0
		SP:Iteration 16F (7815.340000 sec): 3 clusters
  Score: Raw -113457.596730 + Penalty 2268.524681 = -111189.072049
  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 12.55 GB.

 Trying to split cluster 14 (28898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7815.440000 sec): 2 clusters
  Score: Raw -3338399.235978 + Penalty 1669.123246 = -3336730.112732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7815.520000 sec): 3 clusters
  Score: Raw -3320750.450653 + Penalty 3338.246492 = -3317412.204161
  nChanged 13154
		SP:Iteration 1F (7815.590000 sec): 3 clusters
  Score: Raw -3328051.837781 + Penalty 3338.246492 = -3324713.591289
  nChanged 1477
		SP:Iteration 2F (7815.670000 sec): 3 clusters
  Score: Raw -3328674.640990 + Penalty 3338.246492 = -3325336.394498
  nChanged 1527
		SP:Iteration 3F (7815.740000 sec): 3 clusters
  Score: Raw -3329464.632553 + Penalty 3338.246492 = -3326126.386061
  nChanged 1699
		SP:Iteration 4F (7815.820000 sec): 3 clusters
  Score: Raw -3330477.008252 + Penalty 3338.246492 = -3327138.761760
  nChanged 1822
		SP:Iteration 5F (7815.900000 sec): 3 clusters
  Score: Raw -3331767.666323 + Penalty 3338.246492 = -3328429.419831
  nChanged 1914
		SP:Iteration 6F (7815.970000 sec): 3 clusters
  Score: Raw -3333182.455927 + Penalty 3338.246492 = -3329844.209435
  nChanged 1824
		SP:Iteration 7F (7816.050000 sec): 3 clusters
  Score: Raw -3334513.885821 + Penalty 3338.246492 = -3331175.639329
  nChanged 1562
		SP:Iteration 8F (7816.120000 sec): 3 clusters
  Score: Raw -3335531.917566 + Penalty 3338.246492 = -3332193.671074
  nChanged 1226
		SP:Iteration 9Q (7816.200000 sec): 3 clusters
  Score: Raw -3336225.383268 + Penalty 3338.246492 = -3332887.136776
  nChanged 879
		SP:Iteration 10Q (7816.280000 sec): 3 clusters
  Score: Raw -3336603.661815 + Penalty 3338.246492 = -3333265.415323
  nChanged 631
		SP:Iteration 11Q (7816.350000 sec): 3 clusters
  Score: Raw -3336816.729010 + Penalty 3338.246492 = -3333478.482518
  nChanged 446
		SP:Iteration 12Q (7816.430000 sec): 3 clusters
  Score: Raw -3336945.601836 + Penalty 3338.246492 = -3333607.355344
  nChanged 383
		SP:Iteration 13Q (7816.500000 sec): 3 clusters
  Score: Raw -3337055.182771 + Penalty 3338.246492 = -3333716.936279
  nChanged 320
		SP:Iteration 14Q (7816.570000 sec): 3 clusters
  Score: Raw -3337140.610760 + Penalty 3338.246492 = -3333802.364268
  nChanged 292
		SP:Iteration 15Q (7816.640000 sec): 3 clusters
  Score: Raw -3337211.120957 + Penalty 3338.246492 = -3333872.874465
  nChanged 270
		SP:Iteration 16Q (7816.710000 sec): 3 clusters
  Score: Raw -3337277.113055 + Penalty 3338.246492 = -3333938.866563
  nChanged 262
		SP:Iteration 17Q (7816.780000 sec): 3 clusters
  Score: Raw -3337339.478634 + Penalty 3338.246492 = -3334001.232142
  nChanged 246
		SP:Iteration 18Q (7816.850000 sec): 3 clusters
  Score: Raw -3337391.472854 + Penalty 3338.246492 = -3334053.226362
  nChanged 228
		SP:Iteration 19Q (7816.920000 sec): 3 clusters
  Score: Raw -3337437.933778 + Penalty 3338.246492 = -3334099.687286
  nChanged 203
		SP:Iteration 20F (7817.000000 sec): 3 clusters
  Score: Raw -3337476.542360 + Penalty 3338.246492 = -3334138.295868
  nChanged 177
		SP:Iteration 21Q (7817.070000 sec): 3 clusters
  Score: Raw -3337504.192332 + Penalty 3338.246492 = -3334165.945840
  nChanged 144
		SP:Iteration 22Q (7817.140000 sec): 3 clusters
  Score: Raw -3337524.464741 + Penalty 3338.246492 = -3334186.218249
  nChanged 134
		SP:Iteration 23Q (7817.210000 sec): 3 clusters
  Score: Raw -3337544.089140 + Penalty 3338.246492 = -3334205.842648
  nChanged 141
		SP:Iteration 24Q (7817.280000 sec): 3 clusters
  Score: Raw -3337564.853770 + Penalty 3338.246492 = -3334226.607278
  nChanged 146
		SP:Iteration 25Q (7817.350000 sec): 3 clusters
  Score: Raw -3337586.001900 + Penalty 3338.246492 = -3334247.755408
  nChanged 134
		SP:Iteration 26Q (7817.420000 sec): 3 clusters
  Score: Raw -3337603.365945 + Penalty 3338.246492 = -3334265.119453
  nChanged 128
		SP:Iteration 27Q (7817.480000 sec): 3 clusters
  Score: Raw -3337620.975555 + Penalty 3338.246492 = -3334282.729063
  nChanged 129
		SP:Iteration 28Q (7817.550000 sec): 3 clusters
  Score: Raw -3337640.722553 + Penalty 3338.246492 = -3334302.476061
  nChanged 136
		SP:Iteration 29Q (7817.620000 sec): 3 clusters
  Score: Raw -3337661.866482 + Penalty 3338.246492 = -3334323.619990
  nChanged 148
		SP:Iteration 30Q (7817.690000 sec): 3 clusters
  Score: Raw -3337684.647661 + Penalty 3338.246492 = -3334346.401169
  nChanged 150
		SP:Iteration 31Q (7817.760000 sec): 3 clusters
  Score: Raw -3337711.544098 + Penalty 3338.246492 = -3334373.297606
  nChanged 150
		SP:Iteration 32Q (7817.820000 sec): 3 clusters
  Score: Raw -3337735.180442 + Penalty 3338.246492 = -3334396.933950
  nChanged 132
		SP:Iteration 33Q (7817.890000 sec): 3 clusters
  Score: Raw -3337755.328110 + Penalty 3338.246492 = -3334417.081618
  nChanged 141
		SP:Iteration 34Q (7817.960000 sec): 3 clusters
  Score: Raw -3337779.671684 + Penalty 3338.246492 = -3334441.425192
  nChanged 149
		SP:Iteration 35Q (7818.020000 sec): 3 clusters
  Score: Raw -3337806.041150 + Penalty 3338.246492 = -3334467.794658
  nChanged 162
		SP:Iteration 36Q (7818.090000 sec): 3 clusters
  Score: Raw -3337835.241405 + Penalty 3338.246492 = -3334496.994913
  nChanged 182
		SP:Iteration 37Q (7818.160000 sec): 3 clusters
  Score: Raw -3337869.876766 + Penalty 3338.246492 = -3334531.630274
  nChanged 188
		SP:Iteration 38Q (7818.230000 sec): 3 clusters
  Score: Raw -3337907.422205 + Penalty 3338.246492 = -3334569.175713
  nChanged 192
		SP:Iteration 39Q (7818.290000 sec): 3 clusters
  Score: Raw -3337948.299066 + Penalty 3338.246492 = -3334610.052574
  nChanged 200
		SP:Iteration 40F (7818.370000 sec): 3 clusters
  Score: Raw -3337997.268993 + Penalty 3338.246492 = -3334659.022501
  nChanged 225
		SP:Iteration 41Q (7818.440000 sec): 3 clusters
  Score: Raw -3338057.990116 + Penalty 3338.246492 = -3334719.743624
  nChanged 240
		SP:Iteration 42Q (7818.500000 sec): 3 clusters
  Score: Raw -3338129.176159 + Penalty 3338.246492 = -3334790.929668
  nChanged 254
		SP:Iteration 43Q (7818.560000 sec): 3 clusters
  Score: Raw -3338214.888691 + Penalty 3338.246492 = -3334876.642199
  nChanged 278
		SP:Iteration 44Q (7818.630000 sec): 3 clusters
  Score: Raw -3338313.028900 + Penalty 3338.246492 = -3334974.782408
  nChanged 251
		SP:Iteration 45Q (7818.690000 sec): 3 clusters
  Score: Raw -3338399.533671 + Penalty 3338.246492 = -3335061.287179
  nChanged 247
		SP:Iteration 46Q (7818.760000 sec): 3 clusters
  Score: Raw -3338504.399561 + Penalty 3338.246492 = -3335166.153069
  nChanged 279
		SP:Iteration 47Q (7818.820000 sec): 3 clusters
  Score: Raw -3338621.254227 + Penalty 3338.246492 = -3335283.007735
  nChanged 259
		SP:Iteration 48Q (7818.880000 sec): 3 clusters
  Score: Raw -3338742.566352 + Penalty 3338.246492 = -3335404.319860
  nChanged 271
		SP:Iteration 49Q (7818.940000 sec): 3 clusters
  Score: Raw -3338900.828517 + Penalty 3338.246492 = -3335562.582025
  nChanged 246
		SP:Iteration 50Q (7819.010000 sec): 3 clusters
  Score: Raw -3339068.280894 + Penalty 3338.246492 = -3335730.034402
  nChanged 248
		SP:Iteration 51Q (7819.070000 sec): 3 clusters
  Score: Raw -3339285.691230 + Penalty 3338.246492 = -3335947.444738
  nChanged 235
		SP:Iteration 52Q (7819.130000 sec): 3 clusters
  Score: Raw -3339529.968955 + Penalty 3338.246492 = -3336191.722463
  nChanged 201
		SP:Iteration 53Q (7819.190000 sec): 3 clusters
  Score: Raw -3339719.227147 + Penalty 3338.246492 = -3336380.980655
  nChanged 141
		SP:Iteration 54Q (7819.240000 sec): 3 clusters
  Score: Raw -3339836.828973 + Penalty 3338.246492 = -3336498.582481
  nChanged 111
		SP:Iteration 55Q (7819.300000 sec): 3 clusters
  Score: Raw -3339894.206523 + Penalty 3338.246492 = -3336555.960031
  nChanged 71
		SP:Iteration 56Q (7819.360000 sec): 3 clusters
  Score: Raw -3339916.005631 + Penalty 3338.246492 = -3336577.759139
  nChanged 53
		SP:Iteration 57Q (7819.420000 sec): 3 clusters
  Score: Raw -3339928.359977 + Penalty 3338.246492 = -3336590.113485
  nChanged 20
		SP:Iteration 58Q (7819.470000 sec): 3 clusters
  Score: Raw -3339931.730025 + Penalty 3338.246492 = -3336593.483533
  nChanged 11
		SP:Iteration 59Q (7819.530000 sec): 3 clusters
  Score: Raw -3339933.348891 + Penalty 3338.246492 = -3336595.102399
  nChanged 5
		SP:Iteration 60F (7819.600000 sec): 3 clusters
  Score: Raw -3339934.742307 + Penalty 3338.246492 = -3336596.495815
  nChanged 5
		SP:Iteration 61Q (7819.660000 sec): 3 clusters
  Score: Raw -3339935.940727 + Penalty 3338.246492 = -3336597.694235
  nChanged 4
		SP:Iteration 62Q (7819.720000 sec): 3 clusters
  Score: Raw -3339936.439307 + Penalty 3338.246492 = -3336598.192815
  nChanged 1
		SP:Iteration 63Q (7819.780000 sec): 3 clusters
  Score: Raw -3339936.526097 + Penalty 3338.246492 = -3336598.279605
  nChanged 0
		SP:Iteration 64F (7819.850000 sec): 3 clusters
  Score: Raw -3339936.526097 + Penalty 3338.246492 = -3336598.279605
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (17515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7819.900000 sec): 2 clusters
  Score: Raw -1848071.917570 + Penalty 1587.757102 = -1846484.160468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7819.950000 sec): 3 clusters
  Score: Raw -1837753.296743 + Penalty 3175.514204 = -1834577.782539
  nChanged 8022
		SP:Iteration 1F (7820.000000 sec): 3 clusters
  Score: Raw -1845597.823184 + Penalty 3175.514204 = -1842422.308980
  nChanged 2167
		SP:Iteration 2F (7820.040000 sec): 3 clusters
  Score: Raw -1847999.605628 + Penalty 3175.514204 = -1844824.091424
  nChanged 1568
		SP:Iteration 3F (7820.090000 sec): 3 clusters
  Score: Raw -1849266.395939 + Penalty 3175.514204 = -1846090.881735
  nChanged 1038
		SP:Iteration 4F (7820.140000 sec): 3 clusters
  Score: Raw -1849952.228406 + Penalty 3175.514204 = -1846776.714202
  nChanged 711
		SP:Iteration 5Q (7820.180000 sec): 3 clusters
  Score: Raw -1850364.730279 + Penalty 3175.514204 = -1847189.216075
  nChanged 535
		SP:Iteration 6Q (7820.220000 sec): 3 clusters
  Score: Raw -1850635.396030 + Penalty 3175.514204 = -1847459.881826
  nChanged 480
		SP:Iteration 7Q (7820.270000 sec): 3 clusters
  Score: Raw -1850841.886976 + Penalty 3175.514204 = -1847666.372772
  nChanged 407
		SP:Iteration 8Q (7820.310000 sec): 3 clusters
  Score: Raw -1851026.619558 + Penalty 3175.514204 = -1847851.105353
  nChanged 355
		SP:Iteration 9Q (7820.350000 sec): 3 clusters
  Score: Raw -1851212.324921 + Penalty 3175.514204 = -1848036.810717
  nChanged 315
		SP:Iteration 10Q (7820.400000 sec): 3 clusters
  Score: Raw -1851383.354435 + Penalty 3175.514204 = -1848207.840231
  nChanged 290
		SP:Iteration 11Q (7820.440000 sec): 3 clusters
  Score: Raw -1851541.498147 + Penalty 3175.514204 = -1848365.983943
  nChanged 263
		SP:Iteration 12Q (7820.480000 sec): 3 clusters
  Score: Raw -1851665.276751 + Penalty 3175.514204 = -1848489.762547
  nChanged 217
		SP:Iteration 13Q (7820.520000 sec): 3 clusters
  Score: Raw -1851762.726946 + Penalty 3175.514204 = -1848587.212742
  nChanged 176
		SP:Iteration 14Q (7820.560000 sec): 3 clusters
  Score: Raw -1851835.516686 + Penalty 3175.514204 = -1848660.002482
  nChanged 141
		SP:Iteration 15Q (7820.600000 sec): 3 clusters
  Score: Raw -1851899.567633 + Penalty 3175.514204 = -1848724.053429
  nChanged 124
		SP:Iteration 16Q (7820.640000 sec): 3 clusters
  Score: Raw -1851951.806787 + Penalty 3175.514204 = -1848776.292583
  nChanged 119
		SP:Iteration 17Q (7820.680000 sec): 3 clusters
  Score: Raw -1851991.397957 + Penalty 3175.514204 = -1848815.883753
  nChanged 99
		SP:Iteration 18Q (7820.730000 sec): 3 clusters
  Score: Raw -1852016.787594 + Penalty 3175.514204 = -1848841.273390
  nChanged 90
		SP:Iteration 19Q (7820.770000 sec): 3 clusters
  Score: Raw -1852032.822632 + Penalty 3175.514204 = -1848857.308428
  nChanged 60
		SP:Iteration 20F (7820.810000 sec): 3 clusters
  Score: Raw -1852044.582034 + Penalty 3175.514204 = -1848869.067830
  nChanged 57
		SP:Iteration 21Q (7820.850000 sec): 3 clusters
  Score: Raw -1852055.241437 + Penalty 3175.514204 = -1848879.727233
  nChanged 58
		SP:Iteration 22Q (7820.890000 sec): 3 clusters
  Score: Raw -1852066.537627 + Penalty 3175.514204 = -1848891.023423
  nChanged 47
		SP:Iteration 23Q (7820.930000 sec): 3 clusters
  Score: Raw -1852076.604287 + Penalty 3175.514204 = -1848901.090083
  nChanged 44
		SP:Iteration 24Q (7820.970000 sec): 3 clusters
  Score: Raw -1852085.085047 + Penalty 3175.514204 = -1848909.570843
  nChanged 39
		SP:Iteration 25Q (7821.010000 sec): 3 clusters
  Score: Raw -1852091.758246 + Penalty 3175.514204 = -1848916.244042
  nChanged 43
		SP:Iteration 26Q (7821.050000 sec): 3 clusters
  Score: Raw -1852098.069947 + Penalty 3175.514204 = -1848922.555742
  nChanged 29
		SP:Iteration 27Q (7821.090000 sec): 3 clusters
  Score: Raw -1852102.934507 + Penalty 3175.514204 = -1848927.420303
  nChanged 26
		SP:Iteration 28Q (7821.130000 sec): 3 clusters
  Score: Raw -1852107.037244 + Penalty 3175.514204 = -1848931.523040
  nChanged 20
		SP:Iteration 29Q (7821.170000 sec): 3 clusters
  Score: Raw -1852109.509251 + Penalty 3175.514204 = -1848933.995047
  nChanged 16
		SP:Iteration 30Q (7821.210000 sec): 3 clusters
  Score: Raw -1852111.389031 + Penalty 3175.514204 = -1848935.874827
  nChanged 12
		SP:Iteration 31Q (7821.250000 sec): 3 clusters
  Score: Raw -1852112.464997 + Penalty 3175.514204 = -1848936.950793
  nChanged 7
		SP:Iteration 32Q (7821.290000 sec): 3 clusters
  Score: Raw -1852112.874233 + Penalty 3175.514204 = -1848937.360028
  nChanged 3
		SP:Iteration 33Q (7821.330000 sec): 3 clusters
  Score: Raw -1852113.147450 + Penalty 3175.514204 = -1848937.633246
  nChanged 5
		SP:Iteration 34Q (7821.370000 sec): 3 clusters
  Score: Raw -1852113.664507 + Penalty 3175.514204 = -1848938.150303
  nChanged 8
		SP:Iteration 35Q (7821.410000 sec): 3 clusters
  Score: Raw -1852114.512050 + Penalty 3175.514204 = -1848938.997846
  nChanged 12
		SP:Iteration 36Q (7821.450000 sec): 3 clusters
  Score: Raw -1852115.969273 + Penalty 3175.514204 = -1848940.455069
  nChanged 17
		SP:Iteration 37Q (7821.490000 sec): 3 clusters
  Score: Raw -1852118.852194 + Penalty 3175.514204 = -1848943.337990
  nChanged 18
		SP:Iteration 38Q (7821.530000 sec): 3 clusters
  Score: Raw -1852121.667688 + Penalty 3175.514204 = -1848946.153484
  nChanged 12
		SP:Iteration 39Q (7821.570000 sec): 3 clusters
  Score: Raw -1852122.995536 + Penalty 3175.514204 = -1848947.481332
  nChanged 8
		SP:Iteration 40F (7821.620000 sec): 3 clusters
  Score: Raw -1852123.586523 + Penalty 3175.514204 = -1848948.072319
  nChanged 6
		SP:Iteration 41Q (7821.660000 sec): 3 clusters
  Score: Raw -1852124.107852 + Penalty 3175.514204 = -1848948.593648
  nChanged 7
		SP:Iteration 42Q (7821.700000 sec): 3 clusters
  Score: Raw -1852124.660813 + Penalty 3175.514204 = -1848949.146609
  nChanged 6
		SP:Iteration 43Q (7821.740000 sec): 3 clusters
  Score: Raw -1852125.071491 + Penalty 3175.514204 = -1848949.557287
  nChanged 3
		SP:Iteration 44Q (7821.780000 sec): 3 clusters
  Score: Raw -1852125.258253 + Penalty 3175.514204 = -1848949.744049
  nChanged 1
		SP:Iteration 45Q (7821.820000 sec): 3 clusters
  Score: Raw -1852125.287455 + Penalty 3175.514204 = -1848949.773251
  nChanged 1
		SP:Iteration 46Q (7821.860000 sec): 3 clusters
  Score: Raw -1852125.392965 + Penalty 3175.514204 = -1848949.878760
  nChanged 2
		SP:Iteration 47Q (7821.900000 sec): 3 clusters
  Score: Raw -1852125.610508 + Penalty 3175.514204 = -1848950.096304
  nChanged 2
		SP:Iteration 48Q (7821.940000 sec): 3 clusters
  Score: Raw -1852125.783472 + Penalty 3175.514204 = -1848950.269268
  nChanged 0
		SP:Iteration 49F (7821.990000 sec): 3 clusters
  Score: Raw -1852125.783472 + Penalty 3175.514204 = -1848950.269268
  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 12.55 GB.

 Trying to split cluster 16 (21974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7822.050000 sec): 2 clusters
  Score: Raw -2474409.738989 + Penalty 1624.612472 = -2472785.126517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7822.110000 sec): 3 clusters
  Score: Raw -2461241.135254 + Penalty 3249.224945 = -2457991.910309
  nChanged 10024
		SP:Iteration 1F (7822.170000 sec): 3 clusters
  Score: Raw -2466771.705296 + Penalty 3249.224945 = -2463522.480351
  nChanged 1191
		SP:Iteration 2F (7822.230000 sec): 3 clusters
  Score: Raw -2467296.922877 + Penalty 3249.224945 = -2464047.697932
  nChanged 1158
		SP:Iteration 3F (7822.280000 sec): 3 clusters
  Score: Raw -2467847.309668 + Penalty 3249.224945 = -2464598.084723
  nChanged 1180
		SP:Iteration 4F (7822.340000 sec): 3 clusters
  Score: Raw -2468428.445457 + Penalty 3249.224945 = -2465179.220512
  nChanged 1233
		SP:Iteration 5F (7822.400000 sec): 3 clusters
  Score: Raw -2469094.825437 + Penalty 3249.224945 = -2465845.600492
  nChanged 1274
		SP:Iteration 6F (7822.460000 sec): 3 clusters
  Score: Raw -2469809.165422 + Penalty 3249.224945 = -2466559.940477
  nChanged 1238
		SP:Iteration 7F (7822.520000 sec): 3 clusters
  Score: Raw -2470487.559448 + Penalty 3249.224945 = -2467238.334503
  nChanged 1249
		SP:Iteration 8F (7822.570000 sec): 3 clusters
  Score: Raw -2471267.941446 + Penalty 3249.224945 = -2468018.716501
  nChanged 1279
		SP:Iteration 9F (7822.630000 sec): 3 clusters
  Score: Raw -2472087.497031 + Penalty 3249.224945 = -2468838.272086
  nChanged 1140
		SP:Iteration 10F (7822.690000 sec): 3 clusters
  Score: Raw -2472757.300796 + Penalty 3249.224945 = -2469508.075851
  nChanged 904
		SP:Iteration 11Q (7822.740000 sec): 3 clusters
  Score: Raw -2473218.630725 + Penalty 3249.224945 = -2469969.405780
  nChanged 691
		SP:Iteration 12Q (7822.800000 sec): 3 clusters
  Score: Raw -2473501.842768 + Penalty 3249.224945 = -2470252.617823
  nChanged 549
		SP:Iteration 13Q (7822.860000 sec): 3 clusters
  Score: Raw -2473682.565051 + Penalty 3249.224945 = -2470433.340106
  nChanged 460
		SP:Iteration 14Q (7822.920000 sec): 3 clusters
  Score: Raw -2473821.571704 + Penalty 3249.224945 = -2470572.346759
  nChanged 359
		SP:Iteration 15Q (7822.980000 sec): 3 clusters
  Score: Raw -2473929.261629 + Penalty 3249.224945 = -2470680.036684
  nChanged 320
		SP:Iteration 16Q (7823.040000 sec): 3 clusters
  Score: Raw -2474019.247392 + Penalty 3249.224945 = -2470770.022447
  nChanged 312
		SP:Iteration 17Q (7823.100000 sec): 3 clusters
  Score: Raw -2474108.739708 + Penalty 3249.224945 = -2470859.514763
  nChanged 298
		SP:Iteration 18Q (7823.150000 sec): 3 clusters
  Score: Raw -2474191.187659 + Penalty 3249.224945 = -2470941.962714
  nChanged 275
		SP:Iteration 19Q (7823.210000 sec): 3 clusters
  Score: Raw -2474266.893392 + Penalty 3249.224945 = -2471017.668447
  nChanged 267
		SP:Iteration 20F (7823.270000 sec): 3 clusters
  Score: Raw -2474338.584712 + Penalty 3249.224945 = -2471089.359767
  nChanged 230
		SP:Iteration 21Q (7823.330000 sec): 3 clusters
  Score: Raw -2474401.286662 + Penalty 3249.224945 = -2471152.061717
  nChanged 200
		SP:Iteration 22Q (7823.390000 sec): 3 clusters
  Score: Raw -2474451.390978 + Penalty 3249.224945 = -2471202.166033
  nChanged 183
		SP:Iteration 23Q (7823.440000 sec): 3 clusters
  Score: Raw -2474496.096914 + Penalty 3249.224945 = -2471246.871969
  nChanged 157
		SP:Iteration 24Q (7823.500000 sec): 3 clusters
  Score: Raw -2474535.480773 + Penalty 3249.224945 = -2471286.255828
  nChanged 139
		SP:Iteration 25Q (7823.560000 sec): 3 clusters
  Score: Raw -2474569.716158 + Penalty 3249.224945 = -2471320.491213
  nChanged 140
		SP:Iteration 26Q (7823.620000 sec): 3 clusters
  Score: Raw -2474605.188461 + Penalty 3249.224945 = -2471355.963516
  nChanged 118
		SP:Iteration 27Q (7823.670000 sec): 3 clusters
  Score: Raw -2474635.138516 + Penalty 3249.224945 = -2471385.913571
  nChanged 107
		SP:Iteration 28Q (7823.730000 sec): 3 clusters
  Score: Raw -2474660.094303 + Penalty 3249.224945 = -2471410.869358
  nChanged 113
		SP:Iteration 29Q (7823.780000 sec): 3 clusters
  Score: Raw -2474688.419953 + Penalty 3249.224945 = -2471439.195008
  nChanged 103
		SP:Iteration 30Q (7823.840000 sec): 3 clusters
  Score: Raw -2474713.232716 + Penalty 3249.224945 = -2471464.007771
  nChanged 95
		SP:Iteration 31Q (7823.890000 sec): 3 clusters
  Score: Raw -2474738.147521 + Penalty 3249.224945 = -2471488.922576
  nChanged 90
		SP:Iteration 32Q (7823.950000 sec): 3 clusters
  Score: Raw -2474759.570032 + Penalty 3249.224945 = -2471510.345087
  nChanged 75
		SP:Iteration 33Q (7824.010000 sec): 3 clusters
  Score: Raw -2474778.532947 + Penalty 3249.224945 = -2471529.308003
  nChanged 92
		SP:Iteration 34Q (7824.060000 sec): 3 clusters
  Score: Raw -2474799.866749 + Penalty 3249.224945 = -2471550.641804
  nChanged 70
		SP:Iteration 35Q (7824.120000 sec): 3 clusters
  Score: Raw -2474817.778928 + Penalty 3249.224945 = -2471568.553983
  nChanged 74
		SP:Iteration 36Q (7824.170000 sec): 3 clusters
  Score: Raw -2474836.545861 + Penalty 3249.224945 = -2471587.320916
  nChanged 64
		SP:Iteration 37Q (7824.230000 sec): 3 clusters
  Score: Raw -2474852.594759 + Penalty 3249.224945 = -2471603.369814
  nChanged 52
		SP:Iteration 38Q (7824.290000 sec): 3 clusters
  Score: Raw -2474867.325065 + Penalty 3249.224945 = -2471618.100120
  nChanged 46
		SP:Iteration 39Q (7824.340000 sec): 3 clusters
  Score: Raw -2474880.583072 + Penalty 3249.224945 = -2471631.358127
  nChanged 60
		SP:Iteration 40F (7824.400000 sec): 3 clusters
  Score: Raw -2474899.796339 + Penalty 3249.224945 = -2471650.571394
  nChanged 68
		SP:Iteration 41Q (7824.450000 sec): 3 clusters
  Score: Raw -2474920.696423 + Penalty 3249.224945 = -2471671.471478
  nChanged 39
		SP:Iteration 42Q (7824.510000 sec): 3 clusters
  Score: Raw -2474932.951132 + Penalty 3249.224945 = -2471683.726187
  nChanged 45
		SP:Iteration 43Q (7824.560000 sec): 3 clusters
  Score: Raw -2474946.691447 + Penalty 3249.224945 = -2471697.466502
  nChanged 29
		SP:Iteration 44Q (7824.610000 sec): 3 clusters
  Score: Raw -2474953.419216 + Penalty 3249.224945 = -2471704.194271
  nChanged 24
		SP:Iteration 45Q (7824.660000 sec): 3 clusters
  Score: Raw -2474958.857363 + Penalty 3249.224945 = -2471709.632418
  nChanged 15
		SP:Iteration 46Q (7824.710000 sec): 3 clusters
  Score: Raw -2474962.461947 + Penalty 3249.224945 = -2471713.237002
  nChanged 12
		SP:Iteration 47Q (7824.770000 sec): 3 clusters
  Score: Raw -2474965.253022 + Penalty 3249.224945 = -2471716.028077
  nChanged 14
		SP:Iteration 48Q (7824.820000 sec): 3 clusters
  Score: Raw -2474967.742366 + Penalty 3249.224945 = -2471718.517421
  nChanged 7
		SP:Iteration 49Q (7824.870000 sec): 3 clusters
  Score: Raw -2474969.973407 + Penalty 3249.224945 = -2471720.748462
  nChanged 8
		SP:Iteration 50Q (7824.920000 sec): 3 clusters
  Score: Raw -2474971.987882 + Penalty 3249.224945 = -2471722.762937
  nChanged 10
		SP:Iteration 51Q (7824.970000 sec): 3 clusters
  Score: Raw -2474973.936818 + Penalty 3249.224945 = -2471724.711873
  nChanged 8
		SP:Iteration 52Q (7825.030000 sec): 3 clusters
  Score: Raw -2474975.327790 + Penalty 3249.224945 = -2471726.102845
  nChanged 8
		SP:Iteration 53Q (7825.080000 sec): 3 clusters
  Score: Raw -2474976.743194 + Penalty 3249.224945 = -2471727.518249
  nChanged 3
		SP:Iteration 54Q (7825.130000 sec): 3 clusters
  Score: Raw -2474977.779070 + Penalty 3249.224945 = -2471728.554125
  nChanged 5
		SP:Iteration 55Q (7825.190000 sec): 3 clusters
  Score: Raw -2474979.241381 + Penalty 3249.224945 = -2471730.016437
  nChanged 4
		SP:Iteration 56Q (7825.240000 sec): 3 clusters
  Score: Raw -2474980.045068 + Penalty 3249.224945 = -2471730.820123
  nChanged 3
		SP:Iteration 57Q (7825.290000 sec): 3 clusters
  Score: Raw -2474980.550378 + Penalty 3249.224945 = -2471731.325433
  nChanged 2
		SP:Iteration 58Q (7825.340000 sec): 3 clusters
  Score: Raw -2474980.882827 + Penalty 3249.224945 = -2471731.657882
  nChanged 0
		SP:Iteration 59F (7825.400000 sec): 3 clusters
  Score: Raw -2474980.882827 + Penalty 3249.224945 = -2471731.657882
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (5449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7825.430000 sec): 2 clusters
  Score: Raw -609073.696460 + Penalty 1398.017950 = -607675.678510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7825.440000 sec): 3 clusters
  Score: Raw -606333.427914 + Penalty 2796.035900 = -603537.392014
  nChanged 2236
		SP:Iteration 1F (7825.450000 sec): 3 clusters
  Score: Raw -609415.041157 + Penalty 2796.035900 = -606619.005257
  nChanged 929
		SP:Iteration 2F (7825.470000 sec): 3 clusters
  Score: Raw -610910.596165 + Penalty 2796.035900 = -608114.560265
  nChanged 716
		SP:Iteration 3F (7825.480000 sec): 3 clusters
  Score: Raw -611937.130675 + Penalty 2796.035900 = -609141.094775
  nChanged 362
		SP:Iteration 4F (7825.490000 sec): 3 clusters
  Score: Raw -612300.044620 + Penalty 2796.035900 = -609504.008720
  nChanged 162
		SP:Iteration 5Q (7825.510000 sec): 3 clusters
  Score: Raw -612436.370236 + Penalty 2796.035900 = -609640.334336
  nChanged 86
		SP:Iteration 6Q (7825.520000 sec): 3 clusters
  Score: Raw -612496.056270 + Penalty 2796.035900 = -609700.020370
  nChanged 44
		SP:Iteration 7Q (7825.530000 sec): 3 clusters
  Score: Raw -612517.101758 + Penalty 2796.035900 = -609721.065858
  nChanged 31
		SP:Iteration 8Q (7825.550000 sec): 3 clusters
  Score: Raw -612532.765935 + Penalty 2796.035900 = -609736.730035
  nChanged 21
		SP:Iteration 9Q (7825.560000 sec): 3 clusters
  Score: Raw -612540.829798 + Penalty 2796.035900 = -609744.793898
  nChanged 16
		SP:Iteration 10Q (7825.570000 sec): 3 clusters
  Score: Raw -612547.598886 + Penalty 2796.035900 = -609751.562986
  nChanged 7
		SP:Iteration 11Q (7825.580000 sec): 3 clusters
  Score: Raw -612552.358518 + Penalty 2796.035900 = -609756.322618
  nChanged 12
		SP:Iteration 12Q (7825.590000 sec): 3 clusters
  Score: Raw -612559.470334 + Penalty 2796.035900 = -609763.434434
  nChanged 8
		SP:Iteration 13Q (7825.610000 sec): 3 clusters
  Score: Raw -612562.749978 + Penalty 2796.035900 = -609766.714078
  nChanged 4
		SP:Iteration 14Q (7825.620000 sec): 3 clusters
  Score: Raw -612564.432891 + Penalty 2796.035900 = -609768.396991
  nChanged 4
		SP:Iteration 15Q (7825.630000 sec): 3 clusters
  Score: Raw -612565.967809 + Penalty 2796.035900 = -609769.931909
  nChanged 4
		SP:Iteration 16Q (7825.640000 sec): 3 clusters
  Score: Raw -612567.444930 + Penalty 2796.035900 = -609771.409030
  nChanged 3
		SP:Iteration 17Q (7825.650000 sec): 3 clusters
  Score: Raw -612568.779597 + Penalty 2796.035900 = -609772.743697
  nChanged 1
		SP:Iteration 18Q (7825.670000 sec): 3 clusters
  Score: Raw -612569.340072 + Penalty 2796.035900 = -609773.304172
  nChanged 0
		SP:Iteration 19F (7825.680000 sec): 3 clusters
  Score: Raw -612569.340072 + Penalty 2796.035900 = -609773.304172
  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 12.55 GB.

 Trying to split cluster 18 (5790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7825.700000 sec): 2 clusters
  Score: Raw -579940.621750 + Penalty 1407.881730 = -578532.740020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7825.720000 sec): 3 clusters
  Score: Raw -577395.502256 + Penalty 2815.763460 = -574579.738795
  nChanged 2433
		SP:Iteration 1F (7825.730000 sec): 3 clusters
  Score: Raw -581244.357262 + Penalty 2815.763460 = -578428.593802
  nChanged 824
		SP:Iteration 2F (7825.750000 sec): 3 clusters
  Score: Raw -582344.204132 + Penalty 2815.763460 = -579528.440671
  nChanged 517
		SP:Iteration 3F (7825.760000 sec): 3 clusters
  Score: Raw -583013.533442 + Penalty 2815.763460 = -580197.769982
  nChanged 338
		SP:Iteration 4F (7825.780000 sec): 3 clusters
  Score: Raw -583461.008816 + Penalty 2815.763460 = -580645.245355
  nChanged 201
		SP:Iteration 5Q (7825.790000 sec): 3 clusters
  Score: Raw -583790.572665 + Penalty 2815.763460 = -580974.809204
  nChanged 136
		SP:Iteration 6Q (7825.800000 sec): 3 clusters
  Score: Raw -584030.966730 + Penalty 2815.763460 = -581215.203269
  nChanged 92
		SP:Iteration 7Q (7825.810000 sec): 3 clusters
  Score: Raw -584169.985401 + Penalty 2815.763460 = -581354.221940
  nChanged 67
		SP:Iteration 8Q (7825.830000 sec): 3 clusters
  Score: Raw -584239.064028 + Penalty 2815.763460 = -581423.300568
  nChanged 43
		SP:Iteration 9Q (7825.840000 sec): 3 clusters
  Score: Raw -584288.368765 + Penalty 2815.763460 = -581472.605305
  nChanged 28
		SP:Iteration 10Q (7825.850000 sec): 3 clusters
  Score: Raw -584322.693687 + Penalty 2815.763460 = -581506.930226
  nChanged 23
		SP:Iteration 11Q (7825.860000 sec): 3 clusters
  Score: Raw -584353.030301 + Penalty 2815.763460 = -581537.266841
  nChanged 20
		SP:Iteration 12Q (7825.870000 sec): 3 clusters
  Score: Raw -584373.650595 + Penalty 2815.763460 = -581557.887134
  nChanged 12
		SP:Iteration 13Q (7825.880000 sec): 3 clusters
  Score: Raw -584386.631595 + Penalty 2815.763460 = -581570.868134
  nChanged 8
		SP:Iteration 14Q (7825.890000 sec): 3 clusters
  Score: Raw -584394.969746 + Penalty 2815.763460 = -581579.206285
  nChanged 9
		SP:Iteration 15Q (7825.900000 sec): 3 clusters
  Score: Raw -584410.612798 + Penalty 2815.763460 = -581594.849338
  nChanged 10
		SP:Iteration 16Q (7825.910000 sec): 3 clusters
  Score: Raw -584425.041347 + Penalty 2815.763460 = -581609.277887
  nChanged 16
		SP:Iteration 17Q (7825.930000 sec): 3 clusters
  Score: Raw -584438.387833 + Penalty 2815.763460 = -581622.624373
  nChanged 9
		SP:Iteration 18Q (7825.930000 sec): 3 clusters
  Score: Raw -584453.549964 + Penalty 2815.763460 = -581637.786503
  nChanged 11
		SP:Iteration 19Q (7825.950000 sec): 3 clusters
  Score: Raw -584473.483524 + Penalty 2815.763460 = -581657.720063
  nChanged 11
		SP:Iteration 20F (7825.960000 sec): 3 clusters
  Score: Raw -584505.342045 + Penalty 2815.763460 = -581689.578585
  nChanged 11
		SP:Iteration 21Q (7825.970000 sec): 3 clusters
  Score: Raw -584535.841487 + Penalty 2815.763460 = -581720.078027
  nChanged 6
		SP:Iteration 22Q (7825.980000 sec): 3 clusters
  Score: Raw -584540.465050 + Penalty 2815.763460 = -581724.701590
  nChanged 2
		SP:Iteration 23Q (7825.990000 sec): 3 clusters
  Score: Raw -584542.696912 + Penalty 2815.763460 = -581726.933451
  nChanged 1
		SP:Iteration 24Q (7826.000000 sec): 3 clusters
  Score: Raw -584543.707930 + Penalty 2815.763460 = -581727.944470
  nChanged 0
		SP:Iteration 25F (7826.020000 sec): 3 clusters
  Score: Raw -584543.707930 + Penalty 2815.763460 = -581727.944470
  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 12.55 GB.

 Trying to split cluster 19 (1734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7826.030000 sec): 2 clusters
  Score: Raw -188867.809589 + Penalty 1211.955251 = -187655.854338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7826.040000 sec): 3 clusters
  Score: Raw -188317.840867 + Penalty 2423.910501 = -185893.930366
  nChanged 637
		SP:Iteration 1F (7826.040000 sec): 3 clusters
  Score: Raw -190127.934913 + Penalty 2423.910501 = -187704.024412
  nChanged 314
		SP:Iteration 2F (7826.050000 sec): 3 clusters
  Score: Raw -191077.050101 + Penalty 2423.910501 = -188653.139600
  nChanged 152
		SP:Iteration 3F (7826.050000 sec): 3 clusters
  Score: Raw -191467.031816 + Penalty 2423.910501 = -189043.121315
  nChanged 54
		SP:Iteration 4Q (7826.050000 sec): 3 clusters
  Score: Raw -191568.424501 + Penalty 2423.910501 = -189144.513999
  nChanged 23
		SP:Iteration 5Q (7826.060000 sec): 3 clusters
  Score: Raw -191661.199329 + Penalty 2423.910501 = -189237.288828
  nChanged 26
		SP:Iteration 6Q (7826.060000 sec): 3 clusters
  Score: Raw -191820.861889 + Penalty 2423.910501 = -189396.951388
  nChanged 11
		SP:Iteration 7Q (7826.060000 sec): 3 clusters
  Score: Raw -191873.906399 + Penalty 2423.910501 = -189449.995898
  nChanged 5
		SP:Iteration 8Q (7826.070000 sec): 3 clusters
  Score: Raw -191887.356826 + Penalty 2423.910501 = -189463.446325
  nChanged 3
		SP:Iteration 9Q (7826.070000 sec): 3 clusters
  Score: Raw -191894.276251 + Penalty 2423.910501 = -189470.365750
  nChanged 1
		SP:Iteration 10Q (7826.070000 sec): 3 clusters
  Score: Raw -191895.536120 + Penalty 2423.910501 = -189471.625619
  nChanged 0
		SP:Iteration 11F (7826.080000 sec): 3 clusters
  Score: Raw -191895.723805 + Penalty 2423.910501 = -189471.813304
  nChanged 1
		SP:Iteration 12Q (7826.080000 sec): 3 clusters
  Score: Raw -191896.981002 + Penalty 2423.910501 = -189473.070501
  nChanged 1
		SP:Iteration 13Q (7826.080000 sec): 3 clusters
  Score: Raw -191897.982213 + Penalty 2423.910501 = -189474.071712
  nChanged 1
		SP:Iteration 14Q (7826.090000 sec): 3 clusters
  Score: Raw -191898.261721 + Penalty 2423.910501 = -189474.351219
  nChanged 0
		SP:Iteration 15F (7826.090000 sec): 3 clusters
  Score: Raw -191898.261721 + Penalty 2423.910501 = -189474.351219
  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 12.55 GB.

 Trying to split cluster 20 (6556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7826.120000 sec): 2 clusters
  Score: Raw -770773.717334 + Penalty 1428.072090 = -769345.645244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7826.130000 sec): 3 clusters
  Score: Raw -767235.060983 + Penalty 2856.144180 = -764378.916803
  nChanged 2771
		SP:Iteration 1F (7826.150000 sec): 3 clusters
  Score: Raw -768767.461474 + Penalty 2856.144180 = -765911.317293
  nChanged 416
		SP:Iteration 2F (7826.170000 sec): 3 clusters
  Score: Raw -768946.354762 + Penalty 2856.144180 = -766090.210582
  nChanged 315
		SP:Iteration 3Q (7826.190000 sec): 3 clusters
  Score: Raw -769076.151562 + Penalty 2856.144180 = -766220.007382
  nChanged 233
		SP:Iteration 4Q (7826.200000 sec): 3 clusters
  Score: Raw -769183.301932 + Penalty 2856.144180 = -766327.157751
  nChanged 244
		SP:Iteration 5Q (7826.220000 sec): 3 clusters
  Score: Raw -769288.001048 + Penalty 2856.144180 = -766431.856868
  nChanged 204
		SP:Iteration 6Q (7826.230000 sec): 3 clusters
  Score: Raw -769374.028109 + Penalty 2856.144180 = -766517.883928
  nChanged 188
		SP:Iteration 7Q (7826.250000 sec): 3 clusters
  Score: Raw -769452.465358 + Penalty 2856.144180 = -766596.321177
  nChanged 188
		SP:Iteration 8Q (7826.270000 sec): 3 clusters
  Score: Raw -769535.142153 + Penalty 2856.144180 = -766678.997972
  nChanged 190
		SP:Iteration 9Q (7826.280000 sec): 3 clusters
  Score: Raw -769623.851648 + Penalty 2856.144180 = -766767.707468
  nChanged 205
		SP:Iteration 10Q (7826.300000 sec): 3 clusters
  Score: Raw -769732.441992 + Penalty 2856.144180 = -766876.297812
  nChanged 222
		SP:Iteration 11Q (7826.320000 sec): 3 clusters
  Score: Raw -769866.522506 + Penalty 2856.144180 = -767010.378325
  nChanged 218
		SP:Iteration 12Q (7826.330000 sec): 3 clusters
  Score: Raw -770001.715118 + Penalty 2856.144180 = -767145.570937
  nChanged 229
		SP:Iteration 13Q (7826.350000 sec): 3 clusters
  Score: Raw -770140.161187 + Penalty 2856.144180 = -767284.017006
  nChanged 215
		SP:Iteration 14Q (7826.370000 sec): 3 clusters
  Score: Raw -770280.345946 + Penalty 2856.144180 = -767424.201766
  nChanged 214
		SP:Iteration 15Q (7826.380000 sec): 3 clusters
  Score: Raw -770429.333275 + Penalty 2856.144180 = -767573.189095
  nChanged 202
		SP:Iteration 16Q (7826.390000 sec): 3 clusters
  Score: Raw -770576.781422 + Penalty 2856.144180 = -767720.637242
  nChanged 168
		SP:Iteration 17Q (7826.410000 sec): 3 clusters
  Score: Raw -770698.711325 + Penalty 2856.144180 = -767842.567145
  nChanged 113
		SP:Iteration 18Q (7826.430000 sec): 3 clusters
  Score: Raw -770769.609376 + Penalty 2856.144180 = -767913.465195
  nChanged 86
		SP:Iteration 19Q (7826.440000 sec): 3 clusters
  Score: Raw -770830.719489 + Penalty 2856.144180 = -767974.575309
  nChanged 66
		SP:Iteration 20F (7826.460000 sec): 3 clusters
  Score: Raw -770870.433573 + Penalty 2856.144180 = -768014.289393
  nChanged 44
		SP:Iteration 21Q (7826.470000 sec): 3 clusters
  Score: Raw -770895.090856 + Penalty 2856.144180 = -768038.946676
  nChanged 41
		SP:Iteration 22Q (7826.490000 sec): 3 clusters
  Score: Raw -770919.198339 + Penalty 2856.144180 = -768063.054158
  nChanged 31
		SP:Iteration 23Q (7826.500000 sec): 3 clusters
  Score: Raw -770934.510797 + Penalty 2856.144180 = -768078.366616
  nChanged 25
		SP:Iteration 24Q (7826.510000 sec): 3 clusters
  Score: Raw -770948.871353 + Penalty 2856.144180 = -768092.727172
  nChanged 17
		SP:Iteration 25Q (7826.530000 sec): 3 clusters
  Score: Raw -770957.219048 + Penalty 2856.144180 = -768101.074867
  nChanged 12
		SP:Iteration 26Q (7826.540000 sec): 3 clusters
  Score: Raw -770963.019412 + Penalty 2856.144180 = -768106.875231
  nChanged 12
		SP:Iteration 27Q (7826.550000 sec): 3 clusters
  Score: Raw -770968.771199 + Penalty 2856.144180 = -768112.627019
  nChanged 7
		SP:Iteration 28Q (7826.570000 sec): 3 clusters
  Score: Raw -770971.569958 + Penalty 2856.144180 = -768115.425778
  nChanged 3
		SP:Iteration 29Q (7826.580000 sec): 3 clusters
  Score: Raw -770972.554333 + Penalty 2856.144180 = -768116.410153
  nChanged 1
		SP:Iteration 30Q (7826.590000 sec): 3 clusters
  Score: Raw -770973.166925 + Penalty 2856.144180 = -768117.022745
  nChanged 3
		SP:Iteration 31Q (7826.610000 sec): 3 clusters
  Score: Raw -770974.369630 + Penalty 2856.144180 = -768118.225449
  nChanged 2
		SP:Iteration 32Q (7826.620000 sec): 3 clusters
  Score: Raw -770975.691774 + Penalty 2856.144180 = -768119.547593
  nChanged 3
		SP:Iteration 33Q (7826.630000 sec): 3 clusters
  Score: Raw -770976.712274 + Penalty 2856.144180 = -768120.568094
  nChanged 2
		SP:Iteration 34Q (7826.650000 sec): 3 clusters
  Score: Raw -770977.170726 + Penalty 2856.144180 = -768121.026545
  nChanged 2
		SP:Iteration 35Q (7826.660000 sec): 3 clusters
  Score: Raw -770979.073698 + Penalty 2856.144180 = -768122.929518
  nChanged 4
		SP:Iteration 36Q (7826.670000 sec): 3 clusters
  Score: Raw -770981.306339 + Penalty 2856.144180 = -768125.162159
  nChanged 2
		SP:Iteration 37Q (7826.680000 sec): 3 clusters
  Score: Raw -770982.051275 + Penalty 2856.144180 = -768125.907094
  nChanged 1
		SP:Iteration 38Q (7826.700000 sec): 3 clusters
  Score: Raw -770982.621594 + Penalty 2856.144180 = -768126.477413
  nChanged 1
		SP:Iteration 39Q (7826.710000 sec): 3 clusters
  Score: Raw -770983.323354 + Penalty 2856.144180 = -768127.179173
  nChanged 0
		SP:Iteration 40F (7826.730000 sec): 3 clusters
  Score: Raw -770983.323354 + Penalty 2856.144180 = -768127.179173
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7826.740000 sec): 2 clusters
  Score: Raw -482062.382751 + Penalty 1377.240960 = -480685.141790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7826.750000 sec): 3 clusters
  Score: Raw -479707.432030 + Penalty 2754.481921 = -476952.950109
  nChanged 1939
		SP:Iteration 1F (7826.770000 sec): 3 clusters
  Score: Raw -481399.158787 + Penalty 2754.481921 = -478644.676866
  nChanged 587
		SP:Iteration 2F (7826.780000 sec): 3 clusters
  Score: Raw -482294.073818 + Penalty 2754.481921 = -479539.591897
  nChanged 484
		SP:Iteration 3F (7826.790000 sec): 3 clusters
  Score: Raw -483066.724513 + Penalty 2754.481921 = -480312.242592
  nChanged 402
		SP:Iteration 4F (7826.800000 sec): 3 clusters
  Score: Raw -483647.717254 + Penalty 2754.481921 = -480893.235333
  nChanged 321
		SP:Iteration 5F (7826.810000 sec): 3 clusters
  Score: Raw -484061.190055 + Penalty 2754.481921 = -481306.708134
  nChanged 261
		SP:Iteration 6F (7826.830000 sec): 3 clusters
  Score: Raw -484380.998014 + Penalty 2754.481921 = -481626.516093
  nChanged 180
		SP:Iteration 7Q (7826.840000 sec): 3 clusters
  Score: Raw -484569.398466 + Penalty 2754.481921 = -481814.916545
  nChanged 115
		SP:Iteration 8Q (7826.850000 sec): 3 clusters
  Score: Raw -484667.146220 + Penalty 2754.481921 = -481912.664299
  nChanged 74
		SP:Iteration 9Q (7826.860000 sec): 3 clusters
  Score: Raw -484704.204859 + Penalty 2754.481921 = -481949.722939
  nChanged 40
		SP:Iteration 10Q (7826.870000 sec): 3 clusters
  Score: Raw -484715.686937 + Penalty 2754.481921 = -481961.205016
  nChanged 15
		SP:Iteration 11Q (7826.880000 sec): 3 clusters
  Score: Raw -484718.464792 + Penalty 2754.481921 = -481963.982871
  nChanged 7
		SP:Iteration 12Q (7826.890000 sec): 3 clusters
  Score: Raw -484719.474177 + Penalty 2754.481921 = -481964.992257
  nChanged 3
		SP:Iteration 13Q (7826.910000 sec): 3 clusters
  Score: Raw -484719.728073 + Penalty 2754.481921 = -481965.246153
  nChanged 1
		SP:Iteration 14Q (7826.910000 sec): 3 clusters
  Score: Raw -484719.966735 + Penalty 2754.481921 = -481965.484814
  nChanged 1
		SP:Iteration 15Q (7826.930000 sec): 3 clusters
  Score: Raw -484720.152233 + Penalty 2754.481921 = -481965.670312
  nChanged 1
		SP:Iteration 16Q (7826.940000 sec): 3 clusters
  Score: Raw -484720.209682 + Penalty 2754.481921 = -481965.727761
  nChanged 0
		SP:Iteration 17F (7826.950000 sec): 3 clusters
  Score: Raw -484720.209682 + Penalty 2754.481921 = -481965.727761
  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 12.55 GB.

 Trying to split cluster 22 (1816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7826.970000 sec): 2 clusters
  Score: Raw -200637.153033 + Penalty 1219.463628 = -199417.689404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7826.970000 sec): 3 clusters
  Score: Raw -199926.511535 + Penalty 2438.927257 = -197487.584278
  nChanged 646
		SP:Iteration 1F (7826.970000 sec): 3 clusters
  Score: Raw -200458.875434 + Penalty 2438.927257 = -198019.948178
  nChanged 209
		SP:Iteration 2F (7826.980000 sec): 3 clusters
  Score: Raw -200808.020147 + Penalty 2438.927257 = -198369.092890
  nChanged 201
		SP:Iteration 3F (7826.980000 sec): 3 clusters
  Score: Raw -201267.189816 + Penalty 2438.927257 = -198828.262559
  nChanged 158
		SP:Iteration 4F (7826.990000 sec): 3 clusters
  Score: Raw -201580.945933 + Penalty 2438.927257 = -199142.018676
  nChanged 92
		SP:Iteration 5F (7826.990000 sec): 3 clusters
  Score: Raw -201688.564564 + Penalty 2438.927257 = -199249.637308
  nChanged 48
		SP:Iteration 6Q (7827.000000 sec): 3 clusters
  Score: Raw -201735.249995 + Penalty 2438.927257 = -199296.322738
  nChanged 18
		SP:Iteration 7Q (7827.000000 sec): 3 clusters
  Score: Raw -201751.835029 + Penalty 2438.927257 = -199312.907772
  nChanged 9
		SP:Iteration 8Q (7827.010000 sec): 3 clusters
  Score: Raw -201757.660243 + Penalty 2438.927257 = -199318.732986
  nChanged 5
		SP:Iteration 9Q (7827.010000 sec): 3 clusters
  Score: Raw -201760.508809 + Penalty 2438.927257 = -199321.581553
  nChanged 2
		SP:Iteration 10Q (7827.010000 sec): 3 clusters
  Score: Raw -201762.136047 + Penalty 2438.927257 = -199323.208790
  nChanged 3
		SP:Iteration 11Q (7827.020000 sec): 3 clusters
  Score: Raw -201764.071414 + Penalty 2438.927257 = -199325.144157
  nChanged 2
		SP:Iteration 12Q (7827.020000 sec): 3 clusters
  Score: Raw -201765.803585 + Penalty 2438.927257 = -199326.876328
  nChanged 1
		SP:Iteration 13Q (7827.030000 sec): 3 clusters
  Score: Raw -201766.492444 + Penalty 2438.927257 = -199327.565188
  nChanged 2
		SP:Iteration 14Q (7827.030000 sec): 3 clusters
  Score: Raw -201767.483922 + Penalty 2438.927257 = -199328.556665
  nChanged 0
		SP:Iteration 15F (7827.030000 sec): 3 clusters
  Score: Raw -201767.483922 + Penalty 2438.927257 = -199328.556665
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (9764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7827.070000 sec): 2 clusters
  Score: Raw -1019797.531492 + Penalty 1492.799333 = -1018304.732160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7827.090000 sec): 3 clusters
  Score: Raw -1014411.921825 + Penalty 2985.598665 = -1011426.323160
  nChanged 4295
		SP:Iteration 1F (7827.120000 sec): 3 clusters
  Score: Raw -1017500.344952 + Penalty 2985.598665 = -1014514.746287
  nChanged 1038
		SP:Iteration 2F (7827.140000 sec): 3 clusters
  Score: Raw -1019415.716205 + Penalty 2985.598665 = -1016430.117540
  nChanged 1449
		SP:Iteration 3F (7827.170000 sec): 3 clusters
  Score: Raw -1023155.692394 + Penalty 2985.598665 = -1020170.093729
  nChanged 1259
		SP:Iteration 4F (7827.190000 sec): 3 clusters
  Score: Raw -1026193.992180 + Penalty 2985.598665 = -1023208.393515
  nChanged 717
		SP:Iteration 5F (7827.220000 sec): 3 clusters
  Score: Raw -1027250.249333 + Penalty 2985.598665 = -1024264.650668
  nChanged 404
		SP:Iteration 6Q (7827.240000 sec): 3 clusters
  Score: Raw -1027666.444938 + Penalty 2985.598665 = -1024680.846273
  nChanged 286
		SP:Iteration 7Q (7827.260000 sec): 3 clusters
  Score: Raw -1027901.955262 + Penalty 2985.598665 = -1024916.356597
  nChanged 214
		SP:Iteration 8Q (7827.280000 sec): 3 clusters
  Score: Raw -1028082.847585 + Penalty 2985.598665 = -1025097.248920
  nChanged 206
		SP:Iteration 9Q (7827.300000 sec): 3 clusters
  Score: Raw -1028299.991025 + Penalty 2985.598665 = -1025314.392359
  nChanged 203
		SP:Iteration 10Q (7827.330000 sec): 3 clusters
  Score: Raw -1028562.051221 + Penalty 2985.598665 = -1025576.452556
  nChanged 194
		SP:Iteration 11Q (7827.350000 sec): 3 clusters
  Score: Raw -1028852.347543 + Penalty 2985.598665 = -1025866.748878
  nChanged 169
		SP:Iteration 12Q (7827.370000 sec): 3 clusters
  Score: Raw -1029090.375714 + Penalty 2985.598665 = -1026104.777049
  nChanged 149
		SP:Iteration 13Q (7827.390000 sec): 3 clusters
  Score: Raw -1029302.137111 + Penalty 2985.598665 = -1026316.538445
  nChanged 140
		SP:Iteration 14Q (7827.410000 sec): 3 clusters
  Score: Raw -1029604.270725 + Penalty 2985.598665 = -1026618.672059
  nChanged 133
		SP:Iteration 15Q (7827.430000 sec): 3 clusters
  Score: Raw -1029913.604487 + Penalty 2985.598665 = -1026928.005821
  nChanged 77
		SP:Iteration 16Q (7827.450000 sec): 3 clusters
  Score: Raw -1029985.770784 + Penalty 2985.598665 = -1027000.172119
  nChanged 24
		SP:Iteration 17Q (7827.470000 sec): 3 clusters
  Score: Raw -1029991.404786 + Penalty 2985.598665 = -1027005.806121
  nChanged 10
		SP:Iteration 18Q (7827.490000 sec): 3 clusters
  Score: Raw -1029993.228058 + Penalty 2985.598665 = -1027007.629393
  nChanged 2
		SP:Iteration 19Q (7827.510000 sec): 3 clusters
  Score: Raw -1029993.592404 + Penalty 2985.598665 = -1027007.993738
  nChanged 2
		SP:Iteration 20F (7827.530000 sec): 3 clusters
  Score: Raw -1029993.830949 + Penalty 2985.598665 = -1027008.232284
  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 12.55 GB.

 Trying to split cluster 24 (87914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7827.800000 sec): 2 clusters
  Score: Raw -10297493.589990 + Penalty 1849.918581 = -10295643.671409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7828.040000 sec): 3 clusters
  Score: Raw -10240578.571564 + Penalty 3699.837161 = -10236878.734403
  nChanged 41931
		SP:Iteration 1F (7828.270000 sec): 3 clusters
  Score: Raw -10264721.856343 + Penalty 3699.837161 = -10261022.019182
  nChanged 3318
		SP:Iteration 2Q (7828.510000 sec): 3 clusters
  Score: Raw -10265861.075117 + Penalty 3699.837161 = -10262161.237956
  nChanged 3799
		SP:Iteration 3Q (7828.760000 sec): 3 clusters
  Score: Raw -10267631.881174 + Penalty 3699.837161 = -10263932.044013
  nChanged 4953
		SP:Iteration 4F (7828.990000 sec): 3 clusters
  Score: Raw -10270832.714928 + Penalty 3699.837161 = -10267132.877766
  nChanged 6436
		SP:Iteration 5F (7829.230000 sec): 3 clusters
  Score: Raw -10276256.961933 + Penalty 3699.837161 = -10272557.124771
  nChanged 7575
		SP:Iteration 6F (7829.470000 sec): 3 clusters
  Score: Raw -10284001.291455 + Penalty 3699.837161 = -10280301.454293
  nChanged 7305
		SP:Iteration 7F (7829.710000 sec): 3 clusters
  Score: Raw -10292157.131452 + Penalty 3699.837161 = -10288457.294291
  nChanged 5469
		SP:Iteration 8F (7829.940000 sec): 3 clusters
  Score: Raw -10298075.413847 + Penalty 3699.837161 = -10294375.576685
  nChanged 3247
		SP:Iteration 9Q (7830.170000 sec): 3 clusters
  Score: Raw -10301396.400346 + Penalty 3699.837161 = -10297696.563184
  nChanged 1802
		SP:Iteration 10Q (7830.380000 sec): 3 clusters
  Score: Raw -10302933.225445 + Penalty 3699.837161 = -10299233.388284
  nChanged 1137
		SP:Iteration 11Q (7830.590000 sec): 3 clusters
  Score: Raw -10303436.741033 + Penalty 3699.837161 = -10299736.903872
  nChanged 667
		SP:Iteration 12Q (7830.800000 sec): 3 clusters
  Score: Raw -10303602.704623 + Penalty 3699.837161 = -10299902.867461
  nChanged 383
		SP:Iteration 13Q (7831.000000 sec): 3 clusters
  Score: Raw -10303683.372432 + Penalty 3699.837161 = -10299983.535271
  nChanged 272
		SP:Iteration 14Q (7831.200000 sec): 3 clusters
  Score: Raw -10303730.645479 + Penalty 3699.837161 = -10300030.808317
  nChanged 221
		SP:Iteration 15Q (7831.400000 sec): 3 clusters
  Score: Raw -10303763.129758 + Penalty 3699.837161 = -10300063.292597
  nChanged 167
		SP:Iteration 16Q (7831.610000 sec): 3 clusters
  Score: Raw -10303785.850660 + Penalty 3699.837161 = -10300086.013499
  nChanged 147
		SP:Iteration 17Q (7831.810000 sec): 3 clusters
  Score: Raw -10303801.534469 + Penalty 3699.837161 = -10300101.697307
  nChanged 127
		SP:Iteration 18Q (7832.010000 sec): 3 clusters
  Score: Raw -10303813.028156 + Penalty 3699.837161 = -10300113.190995
  nChanged 116
		SP:Iteration 19Q (7832.210000 sec): 3 clusters
  Score: Raw -10303821.840079 + Penalty 3699.837161 = -10300122.002918
  nChanged 98
		SP:Iteration 20F (7832.450000 sec): 3 clusters
  Score: Raw -10303829.277310 + Penalty 3699.837161 = -10300129.440149
  nChanged 95
		SP:Iteration 21Q (7832.650000 sec): 3 clusters
  Score: Raw -10303835.991728 + Penalty 3699.837161 = -10300136.154567
  nChanged 78
		SP:Iteration 22Q (7832.850000 sec): 3 clusters
  Score: Raw -10303840.694536 + Penalty 3699.837161 = -10300140.857374
  nChanged 63
		SP:Iteration 23Q (7833.050000 sec): 3 clusters
  Score: Raw -10303844.653782 + Penalty 3699.837161 = -10300144.816620
  nChanged 65
		SP:Iteration 24Q (7833.250000 sec): 3 clusters
  Score: Raw -10303848.606479 + Penalty 3699.837161 = -10300148.769318
  nChanged 51
		SP:Iteration 25Q (7833.450000 sec): 3 clusters
  Score: Raw -10303851.433103 + Penalty 3699.837161 = -10300151.595941
  nChanged 44
		SP:Iteration 26Q (7833.650000 sec): 3 clusters
  Score: Raw -10303853.474747 + Penalty 3699.837161 = -10300153.637586
  nChanged 41
		SP:Iteration 27Q (7833.850000 sec): 3 clusters
  Score: Raw -10303855.292506 + Penalty 3699.837161 = -10300155.455345
  nChanged 37
		SP:Iteration 28Q (7834.060000 sec): 3 clusters
  Score: Raw -10303856.896595 + Penalty 3699.837161 = -10300157.059433
  nChanged 35
		SP:Iteration 29Q (7834.260000 sec): 3 clusters
  Score: Raw -10303858.084860 + Penalty 3699.837161 = -10300158.247698
  nChanged 29
		SP:Iteration 30Q (7834.460000 sec): 3 clusters
  Score: Raw -10303858.860295 + Penalty 3699.837161 = -10300159.023133
  nChanged 15
		SP:Iteration 31Q (7834.660000 sec): 3 clusters
  Score: Raw -10303859.226336 + Penalty 3699.837161 = -10300159.389174
  nChanged 11
		SP:Iteration 32Q (7834.860000 sec): 3 clusters
  Score: Raw -10303859.508637 + Penalty 3699.837161 = -10300159.671475
  nChanged 8
		SP:Iteration 33Q (7835.060000 sec): 3 clusters
  Score: Raw -10303859.740044 + Penalty 3699.837161 = -10300159.902883
  nChanged 9
		SP:Iteration 34Q (7835.260000 sec): 3 clusters
  Score: Raw -10303859.959219 + Penalty 3699.837161 = -10300160.122057
  nChanged 11
		SP:Iteration 35Q (7835.460000 sec): 3 clusters
  Score: Raw -10303860.144116 + Penalty 3699.837161 = -10300160.306955
  nChanged 7
		SP:Iteration 36Q (7835.660000 sec): 3 clusters
  Score: Raw -10303860.273688 + Penalty 3699.837161 = -10300160.436527
  nChanged 5
		SP:Iteration 37Q (7835.860000 sec): 3 clusters
  Score: Raw -10303860.381685 + Penalty 3699.837161 = -10300160.544523
  nChanged 7
		SP:Iteration 38Q (7836.060000 sec): 3 clusters
  Score: Raw -10303860.527041 + Penalty 3699.837161 = -10300160.689879
  nChanged 3
		SP:Iteration 39Q (7836.260000 sec): 3 clusters
  Score: Raw -10303860.576925 + Penalty 3699.837161 = -10300160.739763
  nChanged 4
		SP:Iteration 40F (7836.500000 sec): 3 clusters
  Score: Raw -10303860.639777 + Penalty 3699.837161 = -10300160.802616
  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 12.55 GB.

 Trying to split cluster 25 (117757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7836.830000 sec): 2 clusters
  Score: Raw -13773605.703453 + Penalty 1897.411499 = -13771708.291954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7837.150000 sec): 3 clusters
  Score: Raw -13696417.660141 + Penalty 3794.822999 = -13692622.837142
  nChanged 56558
		SP:Iteration 1F (7837.470000 sec): 3 clusters
  Score: Raw -13730214.676865 + Penalty 3794.822999 = -13726419.853866
  nChanged 4631
		SP:Iteration 2Q (7837.790000 sec): 3 clusters
  Score: Raw -13731932.934041 + Penalty 3794.822999 = -13728138.111042
  nChanged 5387
		SP:Iteration 3Q (7838.120000 sec): 3 clusters
  Score: Raw -13734482.314918 + Penalty 3794.822999 = -13730687.491919
  nChanged 6416
		SP:Iteration 4F (7838.430000 sec): 3 clusters
  Score: Raw -13738188.952444 + Penalty 3794.822999 = -13734394.129445
  nChanged 7367
		SP:Iteration 5F (7838.750000 sec): 3 clusters
  Score: Raw -13742604.794496 + Penalty 3794.822999 = -13738809.971497
  nChanged 7629
		SP:Iteration 6F (7839.070000 sec): 3 clusters
  Score: Raw -13746999.515434 + Penalty 3794.822999 = -13743204.692436
  nChanged 7056
		SP:Iteration 7F (7839.380000 sec): 3 clusters
  Score: Raw -13750673.207032 + Penalty 3794.822999 = -13746878.384033
  nChanged 5888
		SP:Iteration 8F (7839.710000 sec): 3 clusters
  Score: Raw -13753310.736071 + Penalty 3794.822999 = -13749515.913072
  nChanged 4649
		SP:Iteration 9Q (7840.030000 sec): 3 clusters
  Score: Raw -13755259.437100 + Penalty 3794.822999 = -13751464.614102
  nChanged 3629
		SP:Iteration 10Q (7840.350000 sec): 3 clusters
  Score: Raw -13757019.874232 + Penalty 3794.822999 = -13753225.051233
  nChanged 3215
		SP:Iteration 11Q (7840.660000 sec): 3 clusters
  Score: Raw -13758940.231154 + Penalty 3794.822999 = -13755145.408155
  nChanged 2998
		SP:Iteration 12Q (7840.990000 sec): 3 clusters
  Score: Raw -13760733.351685 + Penalty 3794.822999 = -13756938.528686
  nChanged 2895
		SP:Iteration 13Q (7841.300000 sec): 3 clusters
  Score: Raw -13762268.460126 + Penalty 3794.822999 = -13758473.637127
  nChanged 2752
		SP:Iteration 14Q (7841.610000 sec): 3 clusters
  Score: Raw -13763751.386376 + Penalty 3794.822999 = -13759956.563377
  nChanged 2691
		SP:Iteration 15Q (7841.920000 sec): 3 clusters
  Score: Raw -13765231.894291 + Penalty 3794.822999 = -13761437.071292
  nChanged 2679
		SP:Iteration 16Q (7842.230000 sec): 3 clusters
  Score: Raw -13766707.511734 + Penalty 3794.822999 = -13762912.688735
  nChanged 2604
		SP:Iteration 17Q (7842.530000 sec): 3 clusters
  Score: Raw -13768161.587668 + Penalty 3794.822999 = -13764366.764669
  nChanged 2413
		SP:Iteration 18Q (7842.820000 sec): 3 clusters
  Score: Raw -13769526.433541 + Penalty 3794.822999 = -13765731.610542
  nChanged 2250
		SP:Iteration 19Q (7843.110000 sec): 3 clusters
  Score: Raw -13770726.365895 + Penalty 3794.822999 = -13766931.542896
  nChanged 1984
		SP:Iteration 20F (7843.420000 sec): 3 clusters
  Score: Raw -13771754.162824 + Penalty 3794.822999 = -13767959.339825
  nChanged 1802
		SP:Iteration 21Q (7843.710000 sec): 3 clusters
  Score: Raw -13772655.341950 + Penalty 3794.822999 = -13768860.518951
  nChanged 1640
		SP:Iteration 22Q (7843.990000 sec): 3 clusters
  Score: Raw -13773431.945566 + Penalty 3794.822999 = -13769637.122567
  nChanged 1410
		SP:Iteration 23Q (7844.270000 sec): 3 clusters
  Score: Raw -13773993.340789 + Penalty 3794.822999 = -13770198.517790
  nChanged 1155
		SP:Iteration 24Q (7844.540000 sec): 3 clusters
  Score: Raw -13774391.565551 + Penalty 3794.822999 = -13770596.742552
  nChanged 946
		SP:Iteration 25Q (7844.820000 sec): 3 clusters
  Score: Raw -13774669.611973 + Penalty 3794.822999 = -13770874.788974
  nChanged 796
		SP:Iteration 26Q (7845.090000 sec): 3 clusters
  Score: Raw -13774875.158031 + Penalty 3794.822999 = -13771080.335032
  nChanged 671
		SP:Iteration 27Q (7845.360000 sec): 3 clusters
  Score: Raw -13775019.519508 + Penalty 3794.822999 = -13771224.696509
  nChanged 554
		SP:Iteration 28Q (7845.630000 sec): 3 clusters
  Score: Raw -13775121.998035 + Penalty 3794.822999 = -13771327.175036
  nChanged 411
		SP:Iteration 29Q (7845.890000 sec): 3 clusters
  Score: Raw -13775182.984553 + Penalty 3794.822999 = -13771388.161554
  nChanged 369
		SP:Iteration 30Q (7846.160000 sec): 3 clusters
  Score: Raw -13775230.698264 + Penalty 3794.822999 = -13771435.875265
  nChanged 303
		SP:Iteration 31Q (7846.430000 sec): 3 clusters
  Score: Raw -13775266.653818 + Penalty 3794.822999 = -13771471.830819
  nChanged 297
		SP:Iteration 32Q (7846.690000 sec): 3 clusters
  Score: Raw -13775299.633920 + Penalty 3794.822999 = -13771504.810921
  nChanged 256
		SP:Iteration 33Q (7846.960000 sec): 3 clusters
  Score: Raw -13775327.416789 + Penalty 3794.822999 = -13771532.593790
  nChanged 273
		SP:Iteration 34Q (7847.220000 sec): 3 clusters
  Score: Raw -13775357.814084 + Penalty 3794.822999 = -13771562.991085
  nChanged 243
		SP:Iteration 35Q (7847.480000 sec): 3 clusters
  Score: Raw -13775384.386184 + Penalty 3794.822999 = -13771589.563185
  nChanged 223
		SP:Iteration 36Q (7847.750000 sec): 3 clusters
  Score: Raw -13775407.952602 + Penalty 3794.822999 = -13771613.129603
  nChanged 230
		SP:Iteration 37Q (7848.020000 sec): 3 clusters
  Score: Raw -13775430.559706 + Penalty 3794.822999 = -13771635.736707
  nChanged 202
		SP:Iteration 38Q (7848.280000 sec): 3 clusters
  Score: Raw -13775448.196368 + Penalty 3794.822999 = -13771653.373370
  nChanged 187
		SP:Iteration 39Q (7848.540000 sec): 3 clusters
  Score: Raw -13775464.211411 + Penalty 3794.822999 = -13771669.388412
  nChanged 155
		SP:Iteration 40F (7848.850000 sec): 3 clusters
  Score: Raw -13775475.697134 + Penalty 3794.822999 = -13771680.874135
  nChanged 153
		SP:Iteration 41Q (7849.120000 sec): 3 clusters
  Score: Raw -13775485.926516 + Penalty 3794.822999 = -13771691.103518
  nChanged 135
		SP:Iteration 42Q (7849.380000 sec): 3 clusters
  Score: Raw -13775495.206345 + Penalty 3794.822999 = -13771700.383346
  nChanged 124
		SP:Iteration 43Q (7849.650000 sec): 3 clusters
  Score: Raw -13775501.771133 + Penalty 3794.822999 = -13771706.948135
  nChanged 105
		SP:Iteration 44Q (7849.910000 sec): 3 clusters
  Score: Raw -13775506.694707 + Penalty 3794.822999 = -13771711.871708
  nChanged 91
		SP:Iteration 45Q (7850.170000 sec): 3 clusters
  Score: Raw -13775511.267278 + Penalty 3794.822999 = -13771716.444279
  nChanged 77
		SP:Iteration 46Q (7850.430000 sec): 3 clusters
  Score: Raw -13775514.819531 + Penalty 3794.822999 = -13771719.996532
  nChanged 66
		SP:Iteration 47Q (7850.690000 sec): 3 clusters
  Score: Raw -13775517.785430 + Penalty 3794.822999 = -13771722.962432
  nChanged 55
		SP:Iteration 48Q (7850.950000 sec): 3 clusters
  Score: Raw -13775520.069556 + Penalty 3794.822999 = -13771725.246557
  nChanged 59
		SP:Iteration 49Q (7851.210000 sec): 3 clusters
  Score: Raw -13775522.410075 + Penalty 3794.822999 = -13771727.587076
  nChanged 49
		SP:Iteration 50Q (7851.470000 sec): 3 clusters
  Score: Raw -13775524.397500 + Penalty 3794.822999 = -13771729.574501
  nChanged 59
		SP:Iteration 51Q (7851.740000 sec): 3 clusters
  Score: Raw -13775527.061308 + Penalty 3794.822999 = -13771732.238309
  nChanged 57
		SP:Iteration 52Q (7852.000000 sec): 3 clusters
  Score: Raw -13775529.304255 + Penalty 3794.822999 = -13771734.481256
  nChanged 54
		SP:Iteration 53Q (7852.260000 sec): 3 clusters
  Score: Raw -13775531.583633 + Penalty 3794.822999 = -13771736.760634
  nChanged 56
		SP:Iteration 54Q (7852.510000 sec): 3 clusters
  Score: Raw -13775534.128096 + Penalty 3794.822999 = -13771739.305098
  nChanged 57
		SP:Iteration 55Q (7852.780000 sec): 3 clusters
  Score: Raw -13775536.722018 + Penalty 3794.822999 = -13771741.899019
  nChanged 53
		SP:Iteration 56Q (7853.040000 sec): 3 clusters
  Score: Raw -13775539.222991 + Penalty 3794.822999 = -13771744.399992
  nChanged 57
		SP:Iteration 57Q (7853.300000 sec): 3 clusters
  Score: Raw -13775542.128646 + Penalty 3794.822999 = -13771747.305647
  nChanged 67
		SP:Iteration 58Q (7853.550000 sec): 3 clusters
  Score: Raw -13775546.845633 + Penalty 3794.822999 = -13771752.022634
  nChanged 68
		SP:Iteration 59Q (7853.810000 sec): 3 clusters
  Score: Raw -13775551.511335 + Penalty 3794.822999 = -13771756.688336
  nChanged 74
		SP:Iteration 60F (7854.120000 sec): 3 clusters
  Score: Raw -13775557.191667 + Penalty 3794.822999 = -13771762.368668
  nChanged 75
		SP:Iteration 61Q (7854.380000 sec): 3 clusters
  Score: Raw -13775563.447122 + Penalty 3794.822999 = -13771768.624123
  nChanged 72
		SP:Iteration 62Q (7854.640000 sec): 3 clusters
  Score: Raw -13775569.049134 + Penalty 3794.822999 = -13771774.226135
  nChanged 75
		SP:Iteration 63Q (7854.900000 sec): 3 clusters
  Score: Raw -13775574.527591 + Penalty 3794.822999 = -13771779.704592
  nChanged 80
		SP:Iteration 64Q (7855.160000 sec): 3 clusters
  Score: Raw -13775579.969353 + Penalty 3794.822999 = -13771785.146354
  nChanged 87
		SP:Iteration 65Q (7855.420000 sec): 3 clusters
  Score: Raw -13775586.942705 + Penalty 3794.822999 = -13771792.119706
  nChanged 91
		SP:Iteration 66Q (7855.680000 sec): 3 clusters
  Score: Raw -13775595.164767 + Penalty 3794.822999 = -13771800.341768
  nChanged 99
		SP:Iteration 67Q (7855.940000 sec): 3 clusters
  Score: Raw -13775602.973542 + Penalty 3794.822999 = -13771808.150543
  nChanged 90
		SP:Iteration 68Q (7856.200000 sec): 3 clusters
  Score: Raw -13775611.246626 + Penalty 3794.822999 = -13771816.423627
  nChanged 108
		SP:Iteration 69Q (7856.450000 sec): 3 clusters
  Score: Raw -13775623.649388 + Penalty 3794.822999 = -13771828.826389
  nChanged 131
		SP:Iteration 70Q (7856.710000 sec): 3 clusters
  Score: Raw -13775638.296804 + Penalty 3794.822999 = -13771843.473805
  nChanged 136
		SP:Iteration 71Q (7856.970000 sec): 3 clusters
  Score: Raw -13775653.732791 + Penalty 3794.822999 = -13771858.909792
  nChanged 129
		SP:Iteration 72Q (7857.230000 sec): 3 clusters
  Score: Raw -13775667.073162 + Penalty 3794.822999 = -13771872.250163
  nChanged 146
		SP:Iteration 73Q (7857.480000 sec): 3 clusters
  Score: Raw -13775684.344345 + Penalty 3794.822999 = -13771889.521346
  nChanged 164
		SP:Iteration 74Q (7857.740000 sec): 3 clusters
  Score: Raw -13775704.877246 + Penalty 3794.822999 = -13771910.054247
  nChanged 175
		SP:Iteration 75Q (7857.990000 sec): 3 clusters
  Score: Raw -13775732.138504 + Penalty 3794.822999 = -13771937.315505
  nChanged 198
		SP:Iteration 76Q (7858.240000 sec): 3 clusters
  Score: Raw -13775761.995831 + Penalty 3794.822999 = -13771967.172832
  nChanged 175
		SP:Iteration 77Q (7858.500000 sec): 3 clusters
  Score: Raw -13775784.745866 + Penalty 3794.822999 = -13771989.922867
  nChanged 162
		SP:Iteration 78Q (7858.750000 sec): 3 clusters
  Score: Raw -13775802.279746 + Penalty 3794.822999 = -13772007.456748
  nChanged 159
		SP:Iteration 79Q (7859.000000 sec): 3 clusters
  Score: Raw -13775817.016393 + Penalty 3794.822999 = -13772022.193394
  nChanged 141
		SP:Iteration 80F (7859.320000 sec): 3 clusters
  Score: Raw -13775830.113810 + Penalty 3794.822999 = -13772035.290811
  nChanged 157
		SP:Iteration 81Q (7859.570000 sec): 3 clusters
  Score: Raw -13775842.646406 + Penalty 3794.822999 = -13772047.823407
  nChanged 125
		SP:Iteration 82Q (7859.820000 sec): 3 clusters
  Score: Raw -13775852.051890 + Penalty 3794.822999 = -13772057.228891
  nChanged 120
		SP:Iteration 83Q (7860.080000 sec): 3 clusters
  Score: Raw -13775860.908033 + Penalty 3794.822999 = -13772066.085034
  nChanged 116
		SP:Iteration 84Q (7860.330000 sec): 3 clusters
  Score: Raw -13775869.452008 + Penalty 3794.822999 = -13772074.629009
  nChanged 104
		SP:Iteration 85Q (7860.580000 sec): 3 clusters
  Score: Raw -13775876.951819 + Penalty 3794.822999 = -13772082.128820
  nChanged 104
		SP:Iteration 86Q (7860.840000 sec): 3 clusters
  Score: Raw -13775884.435846 + Penalty 3794.822999 = -13772089.612847
  nChanged 112
		SP:Iteration 87Q (7861.080000 sec): 3 clusters
  Score: Raw -13775891.126083 + Penalty 3794.822999 = -13772096.303084
  nChanged 84
		SP:Iteration 88Q (7861.340000 sec): 3 clusters
  Score: Raw -13775896.117786 + Penalty 3794.822999 = -13772101.294787
  nChanged 99
		SP:Iteration 89Q (7861.590000 sec): 3 clusters
  Score: Raw -13775902.549339 + Penalty 3794.822999 = -13772107.726341
  nChanged 88
		SP:Iteration 90Q (7861.850000 sec): 3 clusters
  Score: Raw -13775908.142044 + Penalty 3794.822999 = -13772113.319045
  nChanged 92
		SP:Iteration 91Q (7862.100000 sec): 3 clusters
  Score: Raw -13775913.776227 + Penalty 3794.822999 = -13772118.953228
  nChanged 81
		SP:Iteration 92Q (7862.350000 sec): 3 clusters
  Score: Raw -13775918.005344 + Penalty 3794.822999 = -13772123.182346
  nChanged 78
		SP:Iteration 93Q (7862.600000 sec): 3 clusters
  Score: Raw -13775922.280147 + Penalty 3794.822999 = -13772127.457148
  nChanged 78
		SP:Iteration 94Q (7862.850000 sec): 3 clusters
  Score: Raw -13775926.551284 + Penalty 3794.822999 = -13772131.728286
  nChanged 76
		SP:Iteration 95Q (7863.100000 sec): 3 clusters
  Score: Raw -13775930.418394 + Penalty 3794.822999 = -13772135.595395
  nChanged 69
		SP:Iteration 96Q (7863.360000 sec): 3 clusters
  Score: Raw -13775933.712710 + Penalty 3794.822999 = -13772138.889711
  nChanged 56
		SP:Iteration 97Q (7863.620000 sec): 3 clusters
  Score: Raw -13775936.509090 + Penalty 3794.822999 = -13772141.686091
  nChanged 44
		SP:Iteration 98Q (7863.870000 sec): 3 clusters
  Score: Raw -13775938.061188 + Penalty 3794.822999 = -13772143.238189
  nChanged 38
		SP:Iteration 99Q (7864.120000 sec): 3 clusters
  Score: Raw -13775939.500250 + Penalty 3794.822999 = -13772144.677252
  nChanged 39
		SP:Iteration 100F (7864.430000 sec): 3 clusters
  Score: Raw -13775940.972683 + Penalty 3794.822999 = -13772146.149684
  nChanged 40
		SP:Iteration 101Q (7864.680000 sec): 3 clusters
  Score: Raw -13775942.608508 + Penalty 3794.822999 = -13772147.785509
  nChanged 34
		SP:Iteration 102Q (7864.930000 sec): 3 clusters
  Score: Raw -13775943.766178 + Penalty 3794.822999 = -13772148.943179
  nChanged 30
		SP:Iteration 103Q (7865.180000 sec): 3 clusters
  Score: Raw -13775944.999082 + Penalty 3794.822999 = -13772150.176083
  nChanged 31
		SP:Iteration 104Q (7865.430000 sec): 3 clusters
  Score: Raw -13775946.078596 + Penalty 3794.822999 = -13772151.255597
  nChanged 25
		SP:Iteration 105Q (7865.680000 sec): 3 clusters
  Score: Raw -13775947.127991 + Penalty 3794.822999 = -13772152.304992
  nChanged 23
		SP:Iteration 106Q (7865.940000 sec): 3 clusters
  Score: Raw -13775948.011898 + Penalty 3794.822999 = -13772153.188899
  nChanged 24
		SP:Iteration 107Q (7866.180000 sec): 3 clusters
  Score: Raw -13775948.818551 + Penalty 3794.822999 = -13772153.995553
  nChanged 18
		SP:Iteration 108Q (7866.440000 sec): 3 clusters
  Score: Raw -13775949.434101 + Penalty 3794.822999 = -13772154.611102
  nChanged 17
		SP:Iteration 109Q (7866.690000 sec): 3 clusters
  Score: Raw -13775949.918855 + Penalty 3794.822999 = -13772155.095856
  nChanged 13
		SP:Iteration 110Q (7866.940000 sec): 3 clusters
  Score: Raw -13775950.275061 + Penalty 3794.822999 = -13772155.452062
  nChanged 13
		SP:Iteration 111Q (7867.190000 sec): 3 clusters
  Score: Raw -13775950.695904 + Penalty 3794.822999 = -13772155.872905
  nChanged 21
		SP:Iteration 112Q (7867.440000 sec): 3 clusters
  Score: Raw -13775951.368061 + Penalty 3794.822999 = -13772156.545062
  nChanged 18
		SP:Iteration 113Q (7867.690000 sec): 3 clusters
  Score: Raw -13775951.929881 + Penalty 3794.822999 = -13772157.106882
  nChanged 12
		SP:Iteration 114Q (7867.940000 sec): 3 clusters
  Score: Raw -13775952.385825 + Penalty 3794.822999 = -13772157.562826
  nChanged 13
		SP:Iteration 115Q (7868.190000 sec): 3 clusters
  Score: Raw -13775952.859521 + Penalty 3794.822999 = -13772158.036522
  nChanged 15
		SP:Iteration 116Q (7868.440000 sec): 3 clusters
  Score: Raw -13775953.387028 + Penalty 3794.822999 = -13772158.564029
  nChanged 16
		SP:Iteration 117Q (7868.690000 sec): 3 clusters
  Score: Raw -13775954.034423 + Penalty 3794.822999 = -13772159.211424
  nChanged 18
		SP:Iteration 118Q (7868.940000 sec): 3 clusters
  Score: Raw -13775954.648425 + Penalty 3794.822999 = -13772159.825426
  nChanged 8
		SP:Iteration 119Q (7869.190000 sec): 3 clusters
  Score: Raw -13775955.002823 + Penalty 3794.822999 = -13772160.179825
  nChanged 8
		SP:Iteration 120F (7869.500000 sec): 3 clusters
  Score: Raw -13775955.319352 + Penalty 3794.822999 = -13772160.496353
  nChanged 10
		SP:Iteration 121Q (7869.760000 sec): 3 clusters
  Score: Raw -13775955.837768 + Penalty 3794.822999 = -13772161.014769
  nChanged 13
		SP:Iteration 122Q (7870.000000 sec): 3 clusters
  Score: Raw -13775956.347550 + Penalty 3794.822999 = -13772161.524552
  nChanged 15
		SP:Iteration 123Q (7870.260000 sec): 3 clusters
  Score: Raw -13775957.011311 + Penalty 3794.822999 = -13772162.188312
  nChanged 17
		SP:Iteration 124Q (7870.510000 sec): 3 clusters
  Score: Raw -13775957.857030 + Penalty 3794.822999 = -13772163.034031
  nChanged 17
		SP:Iteration 125Q (7870.760000 sec): 3 clusters
  Score: Raw -13775958.632356 + Penalty 3794.822999 = -13772163.809357
  nChanged 12
		SP:Iteration 126Q (7871.020000 sec): 3 clusters
  Score: Raw -13775959.126330 + Penalty 3794.822999 = -13772164.303331
  nChanged 12
		SP:Iteration 127Q (7871.270000 sec): 3 clusters
  Score: Raw -13775959.849252 + Penalty 3794.822999 = -13772165.026253
  nChanged 23
		SP:Iteration 128Q (7871.530000 sec): 3 clusters
  Score: Raw -13775960.840997 + Penalty 3794.822999 = -13772166.017998
  nChanged 18
		SP:Iteration 129Q (7871.790000 sec): 3 clusters
  Score: Raw -13775961.482611 + Penalty 3794.822999 = -13772166.659612
  nChanged 24
		SP:Iteration 130Q (7872.040000 sec): 3 clusters
  Score: Raw -13775962.581505 + Penalty 3794.822999 = -13772167.758506
  nChanged 28
		SP:Iteration 131Q (7872.290000 sec): 3 clusters
  Score: Raw -13775963.611657 + Penalty 3794.822999 = -13772168.788658
  nChanged 17
		SP:Iteration 132Q (7872.540000 sec): 3 clusters
  Score: Raw -13775964.372581 + Penalty 3794.822999 = -13772169.549582
  nChanged 18
		SP:Iteration 133Q (7872.780000 sec): 3 clusters
  Score: Raw -13775965.115212 + Penalty 3794.822999 = -13772170.292213
  nChanged 16
		SP:Iteration 134Q (7873.030000 sec): 3 clusters
  Score: Raw -13775965.672027 + Penalty 3794.822999 = -13772170.849028
  nChanged 10
		SP:Iteration 135Q (7873.280000 sec): 3 clusters
  Score: Raw -13775966.017003 + Penalty 3794.822999 = -13772171.194004
  nChanged 11
		SP:Iteration 136Q (7873.520000 sec): 3 clusters
  Score: Raw -13775966.459277 + Penalty 3794.822999 = -13772171.636278
  nChanged 7
		SP:Iteration 137Q (7873.770000 sec): 3 clusters
  Score: Raw -13775966.681664 + Penalty 3794.822999 = -13772171.858665
  nChanged 6
		SP:Iteration 138Q (7874.020000 sec): 3 clusters
  Score: Raw -13775966.837025 + Penalty 3794.822999 = -13772172.014026
  nChanged 8
		SP:Iteration 139Q (7874.270000 sec): 3 clusters
  Score: Raw -13775967.115676 + Penalty 3794.822999 = -13772172.292677
  nChanged 6
		SP:Iteration 140F (7874.580000 sec): 3 clusters
  Score: Raw -13775967.223139 + Penalty 3794.822999 = -13772172.400141
  nChanged 4
		SP:Iteration 141Q (7874.830000 sec): 3 clusters
  Score: Raw -13775967.334054 + Penalty 3794.822999 = -13772172.511055
  nChanged 7
		SP:Iteration 142Q (7875.080000 sec): 3 clusters
  Score: Raw -13775967.540262 + Penalty 3794.822999 = -13772172.717263
  nChanged 4
		SP:Iteration 143Q (7875.320000 sec): 3 clusters
  Score: Raw -13775967.707657 + Penalty 3794.822999 = -13772172.884658
  nChanged 7
		SP:Iteration 144Q (7875.570000 sec): 3 clusters
  Score: Raw -13775968.032107 + Penalty 3794.822999 = -13772173.209108
  nChanged 10
		SP:Iteration 145Q (7875.820000 sec): 3 clusters
  Score: Raw -13775968.342639 + Penalty 3794.822999 = -13772173.519640
  nChanged 6
		SP:Iteration 146Q (7876.070000 sec): 3 clusters
  Score: Raw -13775968.499820 + Penalty 3794.822999 = -13772173.676821
  nChanged 5
		SP:Iteration 147Q (7876.320000 sec): 3 clusters
  Score: Raw -13775968.608021 + Penalty 3794.822999 = -13772173.785022
  nChanged 5
		SP:Iteration 148Q (7876.570000 sec): 3 clusters
  Score: Raw -13775968.823313 + Penalty 3794.822999 = -13772174.000314
  nChanged 7
		SP:Iteration 149Q (7876.820000 sec): 3 clusters
  Score: Raw -13775969.014674 + Penalty 3794.822999 = -13772174.191675
  nChanged 7
		SP:Iteration 150Q (7877.060000 sec): 3 clusters
  Score: Raw -13775969.208831 + Penalty 3794.822999 = -13772174.385832
  nChanged 8
		SP:Iteration 151Q (7877.300000 sec): 3 clusters
  Score: Raw -13775969.449413 + Penalty 3794.822999 = -13772174.626414
  nChanged 6
		SP:Iteration 152Q (7877.540000 sec): 3 clusters
  Score: Raw -13775969.662790 + Penalty 3794.822999 = -13772174.839792
  nChanged 5
		SP:Iteration 153Q (7877.780000 sec): 3 clusters
  Score: Raw -13775969.770331 + Penalty 3794.822999 = -13772174.947332
  nChanged 6
		SP:Iteration 154Q (7878.020000 sec): 3 clusters
  Score: Raw -13775970.153555 + Penalty 3794.822999 = -13772175.330556
  nChanged 8
		SP:Iteration 155Q (7878.260000 sec): 3 clusters
  Score: Raw -13775970.530740 + Penalty 3794.822999 = -13772175.707741
  nChanged 14
		SP:Iteration 156Q (7878.510000 sec): 3 clusters
  Score: Raw -13775971.097537 + Penalty 3794.822999 = -13772176.274538
  nChanged 11
		SP:Iteration 157Q (7878.760000 sec): 3 clusters
  Score: Raw -13775971.671968 + Penalty 3794.822999 = -13772176.848969
  nChanged 13
		SP:Iteration 158Q (7879.010000 sec): 3 clusters
  Score: Raw -13775972.119871 + Penalty 3794.822999 = -13772177.296872
  nChanged 9
		SP:Iteration 159Q (7879.260000 sec): 3 clusters
  Score: Raw -13775972.432875 + Penalty 3794.822999 = -13772177.609876
  nChanged 10
		SP:Iteration 160F (7879.580000 sec): 3 clusters
  Score: Raw -13775972.770869 + Penalty 3794.822999 = -13772177.947871
  nChanged 10
		SP:Iteration 161Q (7879.830000 sec): 3 clusters
  Score: Raw -13775973.190763 + Penalty 3794.822999 = -13772178.367764
  nChanged 9
		SP:Iteration 162Q (7880.080000 sec): 3 clusters
  Score: Raw -13775973.473732 + Penalty 3794.822999 = -13772178.650733
  nChanged 14
		SP:Iteration 163Q (7880.320000 sec): 3 clusters
  Score: Raw -13775974.019499 + Penalty 3794.822999 = -13772179.196500
  nChanged 10
		SP:Iteration 164Q (7880.580000 sec): 3 clusters
  Score: Raw -13775974.326731 + Penalty 3794.822999 = -13772179.503732
  nChanged 7
		SP:Iteration 165Q (7880.820000 sec): 3 clusters
  Score: Raw -13775974.476426 + Penalty 3794.822999 = -13772179.653427
  nChanged 6
		SP:Iteration 166Q (7881.070000 sec): 3 clusters
  Score: Raw -13775974.631771 + Penalty 3794.822999 = -13772179.808772
  nChanged 4
		SP:Iteration 167Q (7881.320000 sec): 3 clusters
  Score: Raw -13775974.706232 + Penalty 3794.822999 = -13772179.883233
  nChanged 5
		SP:Iteration 168Q (7881.570000 sec): 3 clusters
  Score: Raw -13775974.821864 + Penalty 3794.822999 = -13772179.998865
  nChanged 2
		SP:Iteration 169Q (7881.820000 sec): 3 clusters
  Score: Raw -13775974.878928 + Penalty 3794.822999 = -13772180.055929
  nChanged 0
		SP:Iteration 170F (7882.130000 sec): 3 clusters
  Score: Raw -13775974.878928 + Penalty 3794.822999 = -13772180.055929
  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 12.55 GB.

 Trying to split cluster 26 (128555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7882.480000 sec): 2 clusters
  Score: Raw -15010574.284845 + Penalty 1911.668217 = -15008662.616628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7882.830000 sec): 3 clusters
  Score: Raw -14926335.329683 + Penalty 3823.336435 = -14922511.993248
  nChanged 61844
		SP:Iteration 1F (7883.170000 sec): 3 clusters
  Score: Raw -14965700.027343 + Penalty 3823.336435 = -14961876.690908
  nChanged 8238
		SP:Iteration 2F (7883.510000 sec): 3 clusters
  Score: Raw -14971805.430031 + Penalty 3823.336435 = -14967982.093596
  nChanged 10677
		SP:Iteration 3F (7883.860000 sec): 3 clusters
  Score: Raw -14981814.414231 + Penalty 3823.336435 = -14977991.077796
  nChanged 11842
		SP:Iteration 4F (7884.200000 sec): 3 clusters
  Score: Raw -14993434.465492 + Penalty 3823.336435 = -14989611.129057
  nChanged 10724
		SP:Iteration 5F (7884.540000 sec): 3 clusters
  Score: Raw -15004047.597562 + Penalty 3823.336435 = -15000224.261127
  nChanged 8625
		SP:Iteration 6F (7884.880000 sec): 3 clusters
  Score: Raw -15012531.262792 + Penalty 3823.336435 = -15008707.926357
  nChanged 6291
		SP:Iteration 7Q (7885.220000 sec): 3 clusters
  Score: Raw -15017646.398774 + Penalty 3823.336435 = -15013823.062339
  nChanged 4309
		SP:Iteration 8Q (7885.550000 sec): 3 clusters
  Score: Raw -15020268.818977 + Penalty 3823.336435 = -15016445.482542
  nChanged 2895
		SP:Iteration 9Q (7885.870000 sec): 3 clusters
  Score: Raw -15021446.285074 + Penalty 3823.336435 = -15017622.948639
  nChanged 1758
		SP:Iteration 10Q (7886.170000 sec): 3 clusters
  Score: Raw -15021949.632550 + Penalty 3823.336435 = -15018126.296116
  nChanged 1184
		SP:Iteration 11Q (7886.480000 sec): 3 clusters
  Score: Raw -15022225.329733 + Penalty 3823.336435 = -15018401.993298
  nChanged 929
		SP:Iteration 12Q (7886.780000 sec): 3 clusters
  Score: Raw -15022408.636390 + Penalty 3823.336435 = -15018585.299955
  nChanged 725
		SP:Iteration 13Q (7887.090000 sec): 3 clusters
  Score: Raw -15022543.911667 + Penalty 3823.336435 = -15018720.575232
  nChanged 650
		SP:Iteration 14Q (7887.390000 sec): 3 clusters
  Score: Raw -15022663.623979 + Penalty 3823.336435 = -15018840.287544
  nChanged 606
		SP:Iteration 15Q (7887.700000 sec): 3 clusters
  Score: Raw -15022762.634884 + Penalty 3823.336435 = -15018939.298449
  nChanged 561
		SP:Iteration 16Q (7888.000000 sec): 3 clusters
  Score: Raw -15022842.144367 + Penalty 3823.336435 = -15019018.807932
  nChanged 497
		SP:Iteration 17Q (7888.300000 sec): 3 clusters
  Score: Raw -15022905.738422 + Penalty 3823.336435 = -15019082.401987
  nChanged 448
		SP:Iteration 18Q (7888.590000 sec): 3 clusters
  Score: Raw -15022956.924349 + Penalty 3823.336435 = -15019133.587914
  nChanged 376
		SP:Iteration 19Q (7888.890000 sec): 3 clusters
  Score: Raw -15022989.652279 + Penalty 3823.336435 = -15019166.315845
  nChanged 302
		SP:Iteration 20F (7889.210000 sec): 3 clusters
  Score: Raw -15023012.094195 + Penalty 3823.336435 = -15019188.757760
  nChanged 286
		SP:Iteration 21Q (7889.510000 sec): 3 clusters
  Score: Raw -15023031.491924 + Penalty 3823.336435 = -15019208.155490
  nChanged 285
		SP:Iteration 22Q (7889.810000 sec): 3 clusters
  Score: Raw -15023048.404181 + Penalty 3823.336435 = -15019225.067746
  nChanged 222
		SP:Iteration 23Q (7890.110000 sec): 3 clusters
  Score: Raw -15023059.821967 + Penalty 3823.336435 = -15019236.485532
  nChanged 206
		SP:Iteration 24Q (7890.400000 sec): 3 clusters
  Score: Raw -15023069.890596 + Penalty 3823.336435 = -15019246.554161
  nChanged 190
		SP:Iteration 25Q (7890.700000 sec): 3 clusters
  Score: Raw -15023078.522009 + Penalty 3823.336435 = -15019255.185574
  nChanged 184
		SP:Iteration 26Q (7891.010000 sec): 3 clusters
  Score: Raw -15023086.630120 + Penalty 3823.336435 = -15019263.293685
  nChanged 173
		SP:Iteration 27Q (7891.310000 sec): 3 clusters
  Score: Raw -15023094.032376 + Penalty 3823.336435 = -15019270.695941
  nChanged 163
		SP:Iteration 28Q (7891.610000 sec): 3 clusters
  Score: Raw -15023100.302356 + Penalty 3823.336435 = -15019276.965921
  nChanged 144
		SP:Iteration 29Q (7891.910000 sec): 3 clusters
  Score: Raw -15023105.314046 + Penalty 3823.336435 = -15019281.977611
  nChanged 125
		SP:Iteration 30Q (7892.210000 sec): 3 clusters
  Score: Raw -15023109.013818 + Penalty 3823.336435 = -15019285.677383
  nChanged 103
		SP:Iteration 31Q (7892.510000 sec): 3 clusters
  Score: Raw -15023111.905961 + Penalty 3823.336435 = -15019288.569526
  nChanged 69
		SP:Iteration 32Q (7892.810000 sec): 3 clusters
  Score: Raw -15023113.593358 + Penalty 3823.336435 = -15019290.256923
  nChanged 56
		SP:Iteration 33Q (7893.110000 sec): 3 clusters
  Score: Raw -15023114.578243 + Penalty 3823.336435 = -15019291.241808
  nChanged 37
		SP:Iteration 34Q (7893.410000 sec): 3 clusters
  Score: Raw -15023115.369484 + Penalty 3823.336435 = -15019292.033049
  nChanged 46
		SP:Iteration 35Q (7893.710000 sec): 3 clusters
  Score: Raw -15023116.161748 + Penalty 3823.336435 = -15019292.825314
  nChanged 34
		SP:Iteration 36Q (7894.010000 sec): 3 clusters
  Score: Raw -15023116.694363 + Penalty 3823.336435 = -15019293.357928
  nChanged 30
		SP:Iteration 37Q (7894.310000 sec): 3 clusters
  Score: Raw -15023117.150394 + Penalty 3823.336435 = -15019293.813959
  nChanged 27
		SP:Iteration 38Q (7894.610000 sec): 3 clusters
  Score: Raw -15023117.512212 + Penalty 3823.336435 = -15019294.175777
  nChanged 28
		SP:Iteration 39Q (7894.910000 sec): 3 clusters
  Score: Raw -15023117.891575 + Penalty 3823.336435 = -15019294.555140
  nChanged 22
		SP:Iteration 40F (7895.250000 sec): 3 clusters
  Score: Raw -15023118.171272 + Penalty 3823.336435 = -15019294.834837
  nChanged 20
		SP:Iteration 41Q (7895.550000 sec): 3 clusters
  Score: Raw -15023118.465917 + Penalty 3823.336435 = -15019295.129482
  nChanged 21
		SP:Iteration 42Q (7895.850000 sec): 3 clusters
  Score: Raw -15023118.667208 + Penalty 3823.336435 = -15019295.330773
  nChanged 13
		SP:Iteration 43Q (7896.150000 sec): 3 clusters
  Score: Raw -15023118.799976 + Penalty 3823.336435 = -15019295.463541
  nChanged 14
		SP:Iteration 44Q (7896.450000 sec): 3 clusters
  Score: Raw -15023118.970681 + Penalty 3823.336435 = -15019295.634246
  nChanged 6
		SP:Iteration 45Q (7896.750000 sec): 3 clusters
  Score: Raw -15023119.025715 + Penalty 3823.336435 = -15019295.689280
  nChanged 7
		SP:Iteration 46Q (7897.040000 sec): 3 clusters
  Score: Raw -15023119.091100 + Penalty 3823.336435 = -15019295.754665
  nChanged 5
		SP:Iteration 47Q (7897.340000 sec): 3 clusters
  Score: Raw -15023119.132940 + Penalty 3823.336435 = -15019295.796505
  nChanged 3
		SP:Iteration 48Q (7897.630000 sec): 3 clusters
  Score: Raw -15023119.151252 + Penalty 3823.336435 = -15019295.814817
  nChanged 2
		SP:Iteration 49Q (7897.940000 sec): 3 clusters
  Score: Raw -15023119.176756 + Penalty 3823.336435 = -15019295.840321
  nChanged 2
		SP:Iteration 50Q (7898.230000 sec): 3 clusters
  Score: Raw -15023119.195824 + Penalty 3823.336435 = -15019295.859389
  nChanged 4
		SP:Iteration 51Q (7898.540000 sec): 3 clusters
  Score: Raw -15023119.265288 + Penalty 3823.336435 = -15019295.928854
  nChanged 9
		SP:Iteration 52Q (7898.850000 sec): 3 clusters
  Score: Raw -15023119.385345 + Penalty 3823.336435 = -15019296.048910
  nChanged 10
		SP:Iteration 53Q (7899.160000 sec): 3 clusters
  Score: Raw -15023119.500034 + Penalty 3823.336435 = -15019296.163599
  nChanged 8
		SP:Iteration 54Q (7899.480000 sec): 3 clusters
  Score: Raw -15023119.548129 + Penalty 3823.336435 = -15019296.211694
  nChanged 4
		SP:Iteration 55Q (7899.810000 sec): 3 clusters
  Score: Raw -15023119.588711 + Penalty 3823.336435 = -15019296.252276
  nChanged 3
		SP:Iteration 56Q (7900.130000 sec): 3 clusters
  Score: Raw -15023119.605164 + Penalty 3823.336435 = -15019296.268729
  nChanged 3
		SP:Iteration 57Q (7900.450000 sec): 3 clusters
  Score: Raw -15023119.643522 + Penalty 3823.336435 = -15019296.307087
  nChanged 4
		SP:Iteration 58Q (7900.780000 sec): 3 clusters
  Score: Raw -15023119.683381 + Penalty 3823.336435 = -15019296.346946
  nChanged 5
		SP:Iteration 59Q (7901.110000 sec): 3 clusters
  Score: Raw -15023119.721043 + Penalty 3823.336435 = -15019296.384608
  nChanged 3
		SP:Iteration 60F (7901.460000 sec): 3 clusters
  Score: Raw -15023119.738867 + Penalty 3823.336435 = -15019296.402432
  nChanged 3
		SP:Iteration 61Q (7901.800000 sec): 3 clusters
  Score: Raw -15023119.760715 + Penalty 3823.336435 = -15019296.424280
  nChanged 3
		SP:Iteration 62Q (7902.140000 sec): 3 clusters
  Score: Raw -15023119.779560 + Penalty 3823.336435 = -15019296.443125
  nChanged 1
		SP:Iteration 63Q (7902.470000 sec): 3 clusters
  Score: Raw -15023119.786190 + Penalty 3823.336435 = -15019296.449756
  nChanged 0
		SP:Iteration 64F (7902.830000 sec): 3 clusters
  Score: Raw -15023119.786190 + Penalty 3823.336435 = -15019296.449756
  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 12.55 GB.

 Trying to split cluster 27 (28819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7902.970000 sec): 2 clusters
  Score: Raw -3298768.685960 + Penalty 1668.678403 = -3297100.007557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7903.050000 sec): 3 clusters
  Score: Raw -3281106.983702 + Penalty 3337.356806 = -3277769.626896
  nChanged 13235
		SP:Iteration 1F (7903.120000 sec): 3 clusters
  Score: Raw -3288310.028794 + Penalty 3337.356806 = -3284972.671988
  nChanged 1198
		SP:Iteration 2Q (7903.200000 sec): 3 clusters
  Score: Raw -3288641.768542 + Penalty 3337.356806 = -3285304.411737
  nChanged 1076
		SP:Iteration 3Q (7903.280000 sec): 3 clusters
  Score: Raw -3288943.141341 + Penalty 3337.356806 = -3285605.784535
  nChanged 999
		SP:Iteration 4Q (7903.360000 sec): 3 clusters
  Score: Raw -3289228.518543 + Penalty 3337.356806 = -3285891.161737
  nChanged 1048
		SP:Iteration 5Q (7903.440000 sec): 3 clusters
  Score: Raw -3289556.325683 + Penalty 3337.356806 = -3286218.968878
  nChanged 1126
		SP:Iteration 6Q (7903.520000 sec): 3 clusters
  Score: Raw -3289982.297139 + Penalty 3337.356806 = -3286644.940334
  nChanged 1292
		SP:Iteration 7Q (7903.600000 sec): 3 clusters
  Score: Raw -3290552.166210 + Penalty 3337.356806 = -3287214.809404
  nChanged 1527
		SP:Iteration 8F (7903.670000 sec): 3 clusters
  Score: Raw -3291350.355509 + Penalty 3337.356806 = -3288012.998704
  nChanged 1686
		SP:Iteration 9F (7903.750000 sec): 3 clusters
  Score: Raw -3292370.474310 + Penalty 3337.356806 = -3289033.117505
  nChanged 1721
		SP:Iteration 10F (7903.830000 sec): 3 clusters
  Score: Raw -3293583.167661 + Penalty 3337.356806 = -3290245.810856
  nChanged 1682
		SP:Iteration 11F (7903.910000 sec): 3 clusters
  Score: Raw -3294924.875780 + Penalty 3337.356806 = -3291587.518974
  nChanged 1407
		SP:Iteration 12Q (7903.980000 sec): 3 clusters
  Score: Raw -3296327.067040 + Penalty 3337.356806 = -3292989.710235
  nChanged 1149
		SP:Iteration 13Q (7904.070000 sec): 3 clusters
  Score: Raw -3297709.373421 + Penalty 3337.356806 = -3294372.016615
  nChanged 878
		SP:Iteration 14Q (7904.140000 sec): 3 clusters
  Score: Raw -3298619.385766 + Penalty 3337.356806 = -3295282.028961
  nChanged 577
		SP:Iteration 15Q (7904.210000 sec): 3 clusters
  Score: Raw -3299014.402131 + Penalty 3337.356806 = -3295677.045326
  nChanged 362
		SP:Iteration 16Q (7904.270000 sec): 3 clusters
  Score: Raw -3299187.474021 + Penalty 3337.356806 = -3295850.117215
  nChanged 246
		SP:Iteration 17Q (7904.330000 sec): 3 clusters
  Score: Raw -3299265.758259 + Penalty 3337.356806 = -3295928.401453
  nChanged 159
		SP:Iteration 18Q (7904.400000 sec): 3 clusters
  Score: Raw -3299302.649350 + Penalty 3337.356806 = -3295965.292545
  nChanged 123
		SP:Iteration 19Q (7904.460000 sec): 3 clusters
  Score: Raw -3299325.214415 + Penalty 3337.356806 = -3295987.857609
  nChanged 87
		SP:Iteration 20F (7904.530000 sec): 3 clusters
  Score: Raw -3299335.933015 + Penalty 3337.356806 = -3295998.576209
  nChanged 46
		SP:Iteration 21Q (7904.600000 sec): 3 clusters
  Score: Raw -3299340.764755 + Penalty 3337.356806 = -3296003.407950
  nChanged 29
		SP:Iteration 22Q (7904.660000 sec): 3 clusters
  Score: Raw -3299343.370427 + Penalty 3337.356806 = -3296006.013622
  nChanged 21
		SP:Iteration 23Q (7904.720000 sec): 3 clusters
  Score: Raw -3299344.959327 + Penalty 3337.356806 = -3296007.602522
  nChanged 16
		SP:Iteration 24Q (7904.780000 sec): 3 clusters
  Score: Raw -3299346.353661 + Penalty 3337.356806 = -3296008.996856
  nChanged 12
		SP:Iteration 25Q (7904.840000 sec): 3 clusters
  Score: Raw -3299347.071687 + Penalty 3337.356806 = -3296009.714882
  nChanged 8
		SP:Iteration 26Q (7904.900000 sec): 3 clusters
  Score: Raw -3299347.443123 + Penalty 3337.356806 = -3296010.086317
  nChanged 10
		SP:Iteration 27Q (7904.960000 sec): 3 clusters
  Score: Raw -3299348.302977 + Penalty 3337.356806 = -3296010.946172
  nChanged 11
		SP:Iteration 28Q (7905.030000 sec): 3 clusters
  Score: Raw -3299348.822086 + Penalty 3337.356806 = -3296011.465281
  nChanged 9
		SP:Iteration 29Q (7905.090000 sec): 3 clusters
  Score: Raw -3299349.109730 + Penalty 3337.356806 = -3296011.752925
  nChanged 1
		SP:Iteration 30Q (7905.150000 sec): 3 clusters
  Score: Raw -3299349.171103 + Penalty 3337.356806 = -3296011.814297
  nChanged 4
		SP:Iteration 31Q (7905.210000 sec): 3 clusters
  Score: Raw -3299349.494929 + Penalty 3337.356806 = -3296012.138123
  nChanged 6
		SP:Iteration 32Q (7905.270000 sec): 3 clusters
  Score: Raw -3299349.983974 + Penalty 3337.356806 = -3296012.627168
  nChanged 4
		SP:Iteration 33Q (7905.330000 sec): 3 clusters
  Score: Raw -3299350.192722 + Penalty 3337.356806 = -3296012.835917
  nChanged 1
		SP:Iteration 34Q (7905.390000 sec): 3 clusters
  Score: Raw -3299350.261652 + Penalty 3337.356806 = -3296012.904846
  nChanged 2
		SP:Iteration 35Q (7905.440000 sec): 3 clusters
  Score: Raw -3299350.387269 + Penalty 3337.356806 = -3296013.030464
  nChanged 0
		SP:Iteration 36F (7905.520000 sec): 3 clusters
  Score: Raw -3299350.387269 + Penalty 3337.356806 = -3296013.030464
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (21161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7905.580000 sec): 2 clusters
  Score: Raw -2534363.984183 + Penalty 1618.486211 = -2532745.497972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7905.630000 sec): 3 clusters
  Score: Raw -2521515.487275 + Penalty 3236.972422 = -2518278.514853
  nChanged 9608
		SP:Iteration 1F (7905.680000 sec): 3 clusters
  Score: Raw -2526881.737186 + Penalty 3236.972422 = -2523644.764764
  nChanged 1011
		SP:Iteration 2Q (7905.740000 sec): 3 clusters
  Score: Raw -2527267.370112 + Penalty 3236.972422 = -2524030.397690
  nChanged 1004
		SP:Iteration 3Q (7905.790000 sec): 3 clusters
  Score: Raw -2527698.299267 + Penalty 3236.972422 = -2524461.326846
  nChanged 1014
		SP:Iteration 4Q (7905.850000 sec): 3 clusters
  Score: Raw -2528233.146777 + Penalty 3236.972422 = -2524996.174355
  nChanged 1081
		SP:Iteration 5F (7905.910000 sec): 3 clusters
  Score: Raw -2528897.641671 + Penalty 3236.972422 = -2525660.669249
  nChanged 1175
		SP:Iteration 6F (7905.960000 sec): 3 clusters
  Score: Raw -2529752.955563 + Penalty 3236.972422 = -2526515.983142
  nChanged 1226
		SP:Iteration 7F (7906.010000 sec): 3 clusters
  Score: Raw -2530768.308163 + Penalty 3236.972422 = -2527531.335741
  nChanged 1156
		SP:Iteration 8F (7906.070000 sec): 3 clusters
  Score: Raw -2531766.565512 + Penalty 3236.972422 = -2528529.593091
  nChanged 961
		SP:Iteration 9Q (7906.120000 sec): 3 clusters
  Score: Raw -2532532.943367 + Penalty 3236.972422 = -2529295.970946
  nChanged 770
		SP:Iteration 10Q (7906.170000 sec): 3 clusters
  Score: Raw -2533144.016843 + Penalty 3236.972422 = -2529907.044421
  nChanged 605
		SP:Iteration 11Q (7906.220000 sec): 3 clusters
  Score: Raw -2533572.000985 + Penalty 3236.972422 = -2530335.028564
  nChanged 448
		SP:Iteration 12Q (7906.270000 sec): 3 clusters
  Score: Raw -2533860.516958 + Penalty 3236.972422 = -2530623.544537
  nChanged 332
		SP:Iteration 13Q (7906.310000 sec): 3 clusters
  Score: Raw -2534066.451686 + Penalty 3236.972422 = -2530829.479264
  nChanged 259
		SP:Iteration 14Q (7906.360000 sec): 3 clusters
  Score: Raw -2534227.422566 + Penalty 3236.972422 = -2530990.450145
  nChanged 218
		SP:Iteration 15Q (7906.400000 sec): 3 clusters
  Score: Raw -2534364.307085 + Penalty 3236.972422 = -2531127.334664
  nChanged 166
		SP:Iteration 16Q (7906.450000 sec): 3 clusters
  Score: Raw -2534464.111070 + Penalty 3236.972422 = -2531227.138648
  nChanged 122
		SP:Iteration 17Q (7906.490000 sec): 3 clusters
  Score: Raw -2534532.006718 + Penalty 3236.972422 = -2531295.034296
  nChanged 88
		SP:Iteration 18Q (7906.530000 sec): 3 clusters
  Score: Raw -2534581.533628 + Penalty 3236.972422 = -2531344.561207
  nChanged 63
		SP:Iteration 19Q (7906.570000 sec): 3 clusters
  Score: Raw -2534607.022712 + Penalty 3236.972422 = -2531370.050290
  nChanged 43
		SP:Iteration 20F (7906.620000 sec): 3 clusters
  Score: Raw -2534625.453773 + Penalty 3236.972422 = -2531388.481351
  nChanged 43
		SP:Iteration 21Q (7906.670000 sec): 3 clusters
  Score: Raw -2534643.609979 + Penalty 3236.972422 = -2531406.637557
  nChanged 29
		SP:Iteration 22Q (7906.710000 sec): 3 clusters
  Score: Raw -2534656.182303 + Penalty 3236.972422 = -2531419.209882
  nChanged 27
		SP:Iteration 23Q (7906.750000 sec): 3 clusters
  Score: Raw -2534669.261035 + Penalty 3236.972422 = -2531432.288613
  nChanged 24
		SP:Iteration 24Q (7906.790000 sec): 3 clusters
  Score: Raw -2534680.038615 + Penalty 3236.972422 = -2531443.066194
  nChanged 25
		SP:Iteration 25Q (7906.830000 sec): 3 clusters
  Score: Raw -2534688.469867 + Penalty 3236.972422 = -2531451.497446
  nChanged 13
		SP:Iteration 26Q (7906.870000 sec): 3 clusters
  Score: Raw -2534693.213114 + Penalty 3236.972422 = -2531456.240692
  nChanged 10
		SP:Iteration 27Q (7906.910000 sec): 3 clusters
  Score: Raw -2534698.449889 + Penalty 3236.972422 = -2531461.477467
  nChanged 10
		SP:Iteration 28Q (7906.940000 sec): 3 clusters
  Score: Raw -2534702.486133 + Penalty 3236.972422 = -2531465.513712
  nChanged 12
		SP:Iteration 29Q (7906.980000 sec): 3 clusters
  Score: Raw -2534706.424423 + Penalty 3236.972422 = -2531469.452001
  nChanged 13
		SP:Iteration 30Q (7907.020000 sec): 3 clusters
  Score: Raw -2534710.591958 + Penalty 3236.972422 = -2531473.619536
  nChanged 6
		SP:Iteration 31Q (7907.060000 sec): 3 clusters
  Score: Raw -2534712.490048 + Penalty 3236.972422 = -2531475.517626
  nChanged 4
		SP:Iteration 32Q (7907.100000 sec): 3 clusters
  Score: Raw -2534714.131541 + Penalty 3236.972422 = -2531477.159119
  nChanged 7
		SP:Iteration 33Q (7907.140000 sec): 3 clusters
  Score: Raw -2534717.142202 + Penalty 3236.972422 = -2531480.169780
  nChanged 6
		SP:Iteration 34Q (7907.180000 sec): 3 clusters
  Score: Raw -2534719.515057 + Penalty 3236.972422 = -2531482.542636
  nChanged 6
		SP:Iteration 35Q (7907.220000 sec): 3 clusters
  Score: Raw -2534721.977771 + Penalty 3236.972422 = -2531485.005349
  nChanged 6
		SP:Iteration 36Q (7907.260000 sec): 3 clusters
  Score: Raw -2534724.270805 + Penalty 3236.972422 = -2531487.298384
  nChanged 5
		SP:Iteration 37Q (7907.300000 sec): 3 clusters
  Score: Raw -2534726.058936 + Penalty 3236.972422 = -2531489.086514
  nChanged 3
		SP:Iteration 38Q (7907.340000 sec): 3 clusters
  Score: Raw -2534727.458604 + Penalty 3236.972422 = -2531490.486183
  nChanged 2
		SP:Iteration 39Q (7907.380000 sec): 3 clusters
  Score: Raw -2534728.064661 + Penalty 3236.972422 = -2531491.092239
  nChanged 1
		SP:Iteration 40F (7907.430000 sec): 3 clusters
  Score: Raw -2534728.373445 + Penalty 3236.972422 = -2531491.401023
  nChanged 1
		SP:Iteration 41Q (7907.470000 sec): 3 clusters
  Score: Raw -2534728.903561 + Penalty 3236.972422 = -2531491.931139
  nChanged 2
		SP:Iteration 42Q (7907.510000 sec): 3 clusters
  Score: Raw -2534729.773277 + Penalty 3236.972422 = -2531492.800855
  nChanged 0
		SP:Iteration 43F (7907.560000 sec): 3 clusters
  Score: Raw -2534729.773277 + Penalty 3236.972422 = -2531492.800855
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (2525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7907.580000 sec): 2 clusters
  Score: Raw -252814.990424 + Penalty 1273.024406 = -251541.966018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7907.590000 sec): 3 clusters
  Score: Raw -251808.284655 + Penalty 2546.048811 = -249262.235844
  nChanged 950
		SP:Iteration 1F (7907.590000 sec): 3 clusters
  Score: Raw -252873.262793 + Penalty 2546.048811 = -250327.213982
  nChanged 273
		SP:Iteration 2F (7907.600000 sec): 3 clusters
  Score: Raw -253317.909873 + Penalty 2546.048811 = -250771.861062
  nChanged 207
		SP:Iteration 3F (7907.610000 sec): 3 clusters
  Score: Raw -253604.527482 + Penalty 2546.048811 = -251058.478671
  nChanged 148
		SP:Iteration 4F (7907.610000 sec): 3 clusters
  Score: Raw -253770.972059 + Penalty 2546.048811 = -251224.923248
  nChanged 110
		SP:Iteration 5Q (7907.620000 sec): 3 clusters
  Score: Raw -253876.888541 + Penalty 2546.048811 = -251330.839730
  nChanged 68
		SP:Iteration 6Q (7907.630000 sec): 3 clusters
  Score: Raw -253937.858990 + Penalty 2546.048811 = -251391.810179
  nChanged 57
		SP:Iteration 7Q (7907.630000 sec): 3 clusters
  Score: Raw -253978.133025 + Penalty 2546.048811 = -251432.084214
  nChanged 42
		SP:Iteration 8Q (7907.630000 sec): 3 clusters
  Score: Raw -254010.372591 + Penalty 2546.048811 = -251464.323780
  nChanged 31
		SP:Iteration 9Q (7907.640000 sec): 3 clusters
  Score: Raw -254030.032910 + Penalty 2546.048811 = -251483.984099
  nChanged 23
		SP:Iteration 10Q (7907.650000 sec): 3 clusters
  Score: Raw -254042.509034 + Penalty 2546.048811 = -251496.460223
  nChanged 15
		SP:Iteration 11Q (7907.650000 sec): 3 clusters
  Score: Raw -254047.460917 + Penalty 2546.048811 = -251501.412106
  nChanged 11
		SP:Iteration 12Q (7907.660000 sec): 3 clusters
  Score: Raw -254050.430434 + Penalty 2546.048811 = -251504.381623
  nChanged 8
		SP:Iteration 13Q (7907.660000 sec): 3 clusters
  Score: Raw -254054.752692 + Penalty 2546.048811 = -251508.703881
  nChanged 7
		SP:Iteration 14Q (7907.670000 sec): 3 clusters
  Score: Raw -254062.768290 + Penalty 2546.048811 = -251516.719479
  nChanged 5
		SP:Iteration 15Q (7907.670000 sec): 3 clusters
  Score: Raw -254064.310318 + Penalty 2546.048811 = -251518.261507
  nChanged 7
		SP:Iteration 16Q (7907.680000 sec): 3 clusters
  Score: Raw -254068.049839 + Penalty 2546.048811 = -251522.001028
  nChanged 10
		SP:Iteration 17Q (7907.690000 sec): 3 clusters
  Score: Raw -254075.520824 + Penalty 2546.048811 = -251529.472013
  nChanged 16
		SP:Iteration 18Q (7907.690000 sec): 3 clusters
  Score: Raw -254082.848257 + Penalty 2546.048811 = -251536.799446
  nChanged 11
		SP:Iteration 19Q (7907.700000 sec): 3 clusters
  Score: Raw -254089.512245 + Penalty 2546.048811 = -251543.463434
  nChanged 12
		SP:Iteration 20F (7907.700000 sec): 3 clusters
  Score: Raw -254095.738265 + Penalty 2546.048811 = -251549.689454
  nChanged 10
		SP:Iteration 21Q (7907.710000 sec): 3 clusters
  Score: Raw -254101.536286 + Penalty 2546.048811 = -251555.487475
  nChanged 10
		SP:Iteration 22Q (7907.710000 sec): 3 clusters
  Score: Raw -254105.854066 + Penalty 2546.048811 = -251559.805255
  nChanged 9
		SP:Iteration 23Q (7907.720000 sec): 3 clusters
  Score: Raw -254110.052673 + Penalty 2546.048811 = -251564.003862
  nChanged 11
		SP:Iteration 24Q (7907.730000 sec): 3 clusters
  Score: Raw -254116.009324 + Penalty 2546.048811 = -251569.960513
  nChanged 10
		SP:Iteration 25Q (7907.730000 sec): 3 clusters
  Score: Raw -254123.465399 + Penalty 2546.048811 = -251577.416588
  nChanged 7
		SP:Iteration 26Q (7907.740000 sec): 3 clusters
  Score: Raw -254126.376517 + Penalty 2546.048811 = -251580.327706
  nChanged 7
		SP:Iteration 27Q (7907.740000 sec): 3 clusters
  Score: Raw -254130.060444 + Penalty 2546.048811 = -251584.011633
  nChanged 5
		SP:Iteration 28Q (7907.750000 sec): 3 clusters
  Score: Raw -254132.355030 + Penalty 2546.048811 = -251586.306219
  nChanged 4
		SP:Iteration 29Q (7907.750000 sec): 3 clusters
  Score: Raw -254133.560756 + Penalty 2546.048811 = -251587.511945
  nChanged 5
		SP:Iteration 30Q (7907.760000 sec): 3 clusters
  Score: Raw -254135.120002 + Penalty 2546.048811 = -251589.071191
  nChanged 4
		SP:Iteration 31Q (7907.770000 sec): 3 clusters
  Score: Raw -254136.861856 + Penalty 2546.048811 = -251590.813045
  nChanged 3
		SP:Iteration 32Q (7907.770000 sec): 3 clusters
  Score: Raw -254137.506237 + Penalty 2546.048811 = -251591.457426
  nChanged 1
		SP:Iteration 33Q (7907.780000 sec): 3 clusters
  Score: Raw -254137.707585 + Penalty 2546.048811 = -251591.658774
  nChanged 1
		SP:Iteration 34Q (7907.780000 sec): 3 clusters
  Score: Raw -254137.781639 + Penalty 2546.048811 = -251591.732828
  nChanged 0
		SP:Iteration 35F (7907.790000 sec): 3 clusters
  Score: Raw -254137.781639 + Penalty 2546.048811 = -251591.732828
  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 12.55 GB.

 Trying to split cluster 30 (14161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7907.840000 sec): 2 clusters
  Score: Raw -1607270.930749 + Penalty 1553.215135 = -1605717.715614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7907.870000 sec): 3 clusters
  Score: Raw -1599003.981025 + Penalty 3106.430271 = -1595897.550754
  nChanged 6258
		SP:Iteration 1F (7907.910000 sec): 3 clusters
  Score: Raw -1602468.785929 + Penalty 3106.430271 = -1599362.355658
  nChanged 932
		SP:Iteration 2F (7907.950000 sec): 3 clusters
  Score: Raw -1602916.519536 + Penalty 3106.430271 = -1599810.089266
  nChanged 845
		SP:Iteration 3F (7907.980000 sec): 3 clusters
  Score: Raw -1603396.148066 + Penalty 3106.430271 = -1600289.717796
  nChanged 877
		SP:Iteration 4F (7908.020000 sec): 3 clusters
  Score: Raw -1603949.827335 + Penalty 3106.430271 = -1600843.397064
  nChanged 949
		SP:Iteration 5F (7908.050000 sec): 3 clusters
  Score: Raw -1604574.179818 + Penalty 3106.430271 = -1601467.749548
  nChanged 829
		SP:Iteration 6F (7908.090000 sec): 3 clusters
  Score: Raw -1605093.845165 + Penalty 3106.430271 = -1601987.414895
  nChanged 745
		SP:Iteration 7F (7908.130000 sec): 3 clusters
  Score: Raw -1605509.225560 + Penalty 3106.430271 = -1602402.795289
  nChanged 552
		SP:Iteration 8Q (7908.160000 sec): 3 clusters
  Score: Raw -1605765.920658 + Penalty 3106.430271 = -1602659.490388
  nChanged 416
		SP:Iteration 9Q (7908.200000 sec): 3 clusters
  Score: Raw -1605954.728053 + Penalty 3106.430271 = -1602848.297782
  nChanged 341
		SP:Iteration 10Q (7908.230000 sec): 3 clusters
  Score: Raw -1606118.010230 + Penalty 3106.430271 = -1603011.579959
  nChanged 316
		SP:Iteration 11Q (7908.270000 sec): 3 clusters
  Score: Raw -1606264.119596 + Penalty 3106.430271 = -1603157.689325
  nChanged 284
		SP:Iteration 12Q (7908.310000 sec): 3 clusters
  Score: Raw -1606410.841322 + Penalty 3106.430271 = -1603304.411051
  nChanged 296
		SP:Iteration 13Q (7908.340000 sec): 3 clusters
  Score: Raw -1606549.684892 + Penalty 3106.430271 = -1603443.254621
  nChanged 308
		SP:Iteration 14Q (7908.370000 sec): 3 clusters
  Score: Raw -1606720.436819 + Penalty 3106.430271 = -1603614.006548
  nChanged 296
		SP:Iteration 15Q (7908.410000 sec): 3 clusters
  Score: Raw -1606894.381236 + Penalty 3106.430271 = -1603787.950966
  nChanged 315
		SP:Iteration 16Q (7908.450000 sec): 3 clusters
  Score: Raw -1607070.538617 + Penalty 3106.430271 = -1603964.108346
  nChanged 329
		SP:Iteration 17Q (7908.480000 sec): 3 clusters
  Score: Raw -1607227.568461 + Penalty 3106.430271 = -1604121.138190
  nChanged 299
		SP:Iteration 18Q (7908.510000 sec): 3 clusters
  Score: Raw -1607364.322602 + Penalty 3106.430271 = -1604257.892332
  nChanged 280
		SP:Iteration 19Q (7908.550000 sec): 3 clusters
  Score: Raw -1607477.224415 + Penalty 3106.430271 = -1604370.794144
  nChanged 229
		SP:Iteration 20F (7908.580000 sec): 3 clusters
  Score: Raw -1607561.457623 + Penalty 3106.430271 = -1604455.027352
  nChanged 217
		SP:Iteration 21Q (7908.620000 sec): 3 clusters
  Score: Raw -1607644.865910 + Penalty 3106.430271 = -1604538.435640
  nChanged 197
		SP:Iteration 22Q (7908.650000 sec): 3 clusters
  Score: Raw -1607721.200657 + Penalty 3106.430271 = -1604614.770387
  nChanged 193
		SP:Iteration 23Q (7908.680000 sec): 3 clusters
  Score: Raw -1607786.400798 + Penalty 3106.430271 = -1604679.970528
  nChanged 158
		SP:Iteration 24Q (7908.720000 sec): 3 clusters
  Score: Raw -1607832.448036 + Penalty 3106.430271 = -1604726.017765
  nChanged 167
		SP:Iteration 25Q (7908.750000 sec): 3 clusters
  Score: Raw -1607882.576697 + Penalty 3106.430271 = -1604776.146427
  nChanged 136
		SP:Iteration 26Q (7908.780000 sec): 3 clusters
  Score: Raw -1607921.745277 + Penalty 3106.430271 = -1604815.315006
  nChanged 130
		SP:Iteration 27Q (7908.810000 sec): 3 clusters
  Score: Raw -1607958.032910 + Penalty 3106.430271 = -1604851.602640
  nChanged 123
		SP:Iteration 28Q (7908.850000 sec): 3 clusters
  Score: Raw -1607993.150858 + Penalty 3106.430271 = -1604886.720588
  nChanged 118
		SP:Iteration 29Q (7908.880000 sec): 3 clusters
  Score: Raw -1608021.618421 + Penalty 3106.430271 = -1604915.188150
  nChanged 101
		SP:Iteration 30Q (7908.910000 sec): 3 clusters
  Score: Raw -1608043.509801 + Penalty 3106.430271 = -1604937.079530
  nChanged 103
		SP:Iteration 31Q (7908.950000 sec): 3 clusters
  Score: Raw -1608067.069187 + Penalty 3106.430271 = -1604960.638917
  nChanged 79
		SP:Iteration 32Q (7908.980000 sec): 3 clusters
  Score: Raw -1608080.017027 + Penalty 3106.430271 = -1604973.586757
  nChanged 60
		SP:Iteration 33Q (7909.010000 sec): 3 clusters
  Score: Raw -1608088.356532 + Penalty 3106.430271 = -1604981.926261
  nChanged 47
		SP:Iteration 34Q (7909.050000 sec): 3 clusters
  Score: Raw -1608094.777875 + Penalty 3106.430271 = -1604988.347604
  nChanged 37
		SP:Iteration 35Q (7909.080000 sec): 3 clusters
  Score: Raw -1608098.996229 + Penalty 3106.430271 = -1604992.565959
  nChanged 29
		SP:Iteration 36Q (7909.110000 sec): 3 clusters
  Score: Raw -1608102.285830 + Penalty 3106.430271 = -1604995.855560
  nChanged 31
		SP:Iteration 37Q (7909.140000 sec): 3 clusters
  Score: Raw -1608106.272598 + Penalty 3106.430271 = -1604999.842327
  nChanged 34
		SP:Iteration 38Q (7909.170000 sec): 3 clusters
  Score: Raw -1608110.719432 + Penalty 3106.430271 = -1605004.289161
  nChanged 35
		SP:Iteration 39Q (7909.210000 sec): 3 clusters
  Score: Raw -1608114.698711 + Penalty 3106.430271 = -1605008.268440
  nChanged 27
		SP:Iteration 40F (7909.240000 sec): 3 clusters
  Score: Raw -1608119.791105 + Penalty 3106.430271 = -1605013.360834
  nChanged 25
		SP:Iteration 41Q (7909.280000 sec): 3 clusters
  Score: Raw -1608122.812338 + Penalty 3106.430271 = -1605016.382068
  nChanged 28
		SP:Iteration 42Q (7909.310000 sec): 3 clusters
  Score: Raw -1608125.978276 + Penalty 3106.430271 = -1605019.548006
  nChanged 17
		SP:Iteration 43Q (7909.340000 sec): 3 clusters
  Score: Raw -1608127.623793 + Penalty 3106.430271 = -1605021.193523
  nChanged 16
		SP:Iteration 44Q (7909.370000 sec): 3 clusters
  Score: Raw -1608129.317541 + Penalty 3106.430271 = -1605022.887270
  nChanged 22
		SP:Iteration 45Q (7909.400000 sec): 3 clusters
  Score: Raw -1608132.224985 + Penalty 3106.430271 = -1605025.794715
  nChanged 27
		SP:Iteration 46Q (7909.430000 sec): 3 clusters
  Score: Raw -1608135.789923 + Penalty 3106.430271 = -1605029.359652
  nChanged 30
		SP:Iteration 47Q (7909.470000 sec): 3 clusters
  Score: Raw -1608139.561094 + Penalty 3106.430271 = -1605033.130824
  nChanged 28
		SP:Iteration 48Q (7909.500000 sec): 3 clusters
  Score: Raw -1608142.122452 + Penalty 3106.430271 = -1605035.692181
  nChanged 16
		SP:Iteration 49Q (7909.530000 sec): 3 clusters
  Score: Raw -1608143.518097 + Penalty 3106.430271 = -1605037.087827
  nChanged 18
		SP:Iteration 50Q (7909.560000 sec): 3 clusters
  Score: Raw -1608144.983095 + Penalty 3106.430271 = -1605038.552824
  nChanged 13
		SP:Iteration 51Q (7909.590000 sec): 3 clusters
  Score: Raw -1608146.365070 + Penalty 3106.430271 = -1605039.934799
  nChanged 14
		SP:Iteration 52Q (7909.620000 sec): 3 clusters
  Score: Raw -1608147.565864 + Penalty 3106.430271 = -1605041.135594
  nChanged 12
		SP:Iteration 53Q (7909.650000 sec): 3 clusters
  Score: Raw -1608148.755364 + Penalty 3106.430271 = -1605042.325093
  nChanged 12
		SP:Iteration 54Q (7909.690000 sec): 3 clusters
  Score: Raw -1608149.593667 + Penalty 3106.430271 = -1605043.163397
  nChanged 11
		SP:Iteration 55Q (7909.720000 sec): 3 clusters
  Score: Raw -1608150.810519 + Penalty 3106.430271 = -1605044.380248
  nChanged 12
		SP:Iteration 56Q (7909.750000 sec): 3 clusters
  Score: Raw -1608151.855868 + Penalty 3106.430271 = -1605045.425597
  nChanged 5
		SP:Iteration 57Q (7909.780000 sec): 3 clusters
  Score: Raw -1608152.148732 + Penalty 3106.430271 = -1605045.718461
  nChanged 3
		SP:Iteration 58Q (7909.810000 sec): 3 clusters
  Score: Raw -1608152.309449 + Penalty 3106.430271 = -1605045.879178
  nChanged 3
		SP:Iteration 59Q (7909.850000 sec): 3 clusters
  Score: Raw -1608152.538805 + Penalty 3106.430271 = -1605046.108534
  nChanged 3
		SP:Iteration 60F (7909.880000 sec): 3 clusters
  Score: Raw -1608152.706741 + Penalty 3106.430271 = -1605046.276470
  nChanged 4
		SP:Iteration 61Q (7909.910000 sec): 3 clusters
  Score: Raw -1608153.178625 + Penalty 3106.430271 = -1605046.748355
  nChanged 8
		SP:Iteration 62Q (7909.940000 sec): 3 clusters
  Score: Raw -1608153.817650 + Penalty 3106.430271 = -1605047.387380
  nChanged 11
		SP:Iteration 63Q (7909.970000 sec): 3 clusters
  Score: Raw -1608154.600942 + Penalty 3106.430271 = -1605048.170672
  nChanged 8
		SP:Iteration 64Q (7910.000000 sec): 3 clusters
  Score: Raw -1608155.324872 + Penalty 3106.430271 = -1605048.894601
  nChanged 13
		SP:Iteration 65Q (7910.030000 sec): 3 clusters
  Score: Raw -1608156.383171 + Penalty 3106.430271 = -1605049.952901
  nChanged 8
		SP:Iteration 66Q (7910.060000 sec): 3 clusters
  Score: Raw -1608157.061256 + Penalty 3106.430271 = -1605050.630986
  nChanged 8
		SP:Iteration 67Q (7910.090000 sec): 3 clusters
  Score: Raw -1608157.763415 + Penalty 3106.430271 = -1605051.333144
  nChanged 5
		SP:Iteration 68Q (7910.120000 sec): 3 clusters
  Score: Raw -1608157.924502 + Penalty 3106.430271 = -1605051.494232
  nChanged 2
		SP:Iteration 69Q (7910.150000 sec): 3 clusters
  Score: Raw -1608157.985203 + Penalty 3106.430271 = -1605051.554933
  nChanged 2
		SP:Iteration 70Q (7910.180000 sec): 3 clusters
  Score: Raw -1608158.080903 + Penalty 3106.430271 = -1605051.650632
  nChanged 1
		SP:Iteration 71Q (7910.210000 sec): 3 clusters
  Score: Raw -1608158.115777 + Penalty 3106.430271 = -1605051.685507
  nChanged 0
		SP:Iteration 72F (7910.250000 sec): 3 clusters
  Score: Raw -1608158.115777 + Penalty 3106.430271 = -1605051.685507
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (36312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7910.340000 sec): 2 clusters
  Score: Raw -4156260.501374 + Penalty 1706.234326 = -4154554.267048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7910.430000 sec): 3 clusters
  Score: Raw -4133765.273150 + Penalty 3412.468652 = -4130352.804498
  nChanged 16833
		SP:Iteration 1F (7910.520000 sec): 3 clusters
  Score: Raw -4143336.491780 + Penalty 3412.468652 = -4139924.023128
  nChanged 1790
		SP:Iteration 2Q (7910.610000 sec): 3 clusters
  Score: Raw -4144034.600591 + Penalty 3412.468652 = -4140622.131939
  nChanged 1813
		SP:Iteration 3Q (7910.710000 sec): 3 clusters
  Score: Raw -4144816.440577 + Penalty 3412.468652 = -4141403.971925
  nChanged 1872
		SP:Iteration 4F (7910.800000 sec): 3 clusters
  Score: Raw -4145698.866480 + Penalty 3412.468652 = -4142286.397828
  nChanged 2036
		SP:Iteration 5F (7910.890000 sec): 3 clusters
  Score: Raw -4146826.301382 + Penalty 3412.468652 = -4143413.832730
  nChanged 2202
		SP:Iteration 6F (7910.980000 sec): 3 clusters
  Score: Raw -4148250.779268 + Penalty 3412.468652 = -4144838.310616
  nChanged 2432
		SP:Iteration 7F (7911.070000 sec): 3 clusters
  Score: Raw -4150034.360815 + Penalty 3412.468652 = -4146621.892163
  nChanged 2361
		SP:Iteration 8F (7911.170000 sec): 3 clusters
  Score: Raw -4151943.916488 + Penalty 3412.468652 = -4148531.447837
  nChanged 2115
		SP:Iteration 9F (7911.260000 sec): 3 clusters
  Score: Raw -4153651.459175 + Penalty 3412.468652 = -4150238.990523
  nChanged 1578
		SP:Iteration 10Q (7911.350000 sec): 3 clusters
  Score: Raw -4154914.768085 + Penalty 3412.468652 = -4151502.299433
  nChanged 1088
		SP:Iteration 11Q (7911.430000 sec): 3 clusters
  Score: Raw -4155780.645832 + Penalty 3412.468652 = -4152368.177180
  nChanged 598
		SP:Iteration 12Q (7911.520000 sec): 3 clusters
  Score: Raw -4156206.384797 + Penalty 3412.468652 = -4152793.916145
  nChanged 285
		SP:Iteration 13Q (7911.600000 sec): 3 clusters
  Score: Raw -4156390.326519 + Penalty 3412.468652 = -4152977.857867
  nChanged 159
		SP:Iteration 14Q (7911.670000 sec): 3 clusters
  Score: Raw -4156488.524200 + Penalty 3412.468652 = -4153076.055548
  nChanged 99
		SP:Iteration 15Q (7911.750000 sec): 3 clusters
  Score: Raw -4156554.619062 + Penalty 3412.468652 = -4153142.150410
  nChanged 68
		SP:Iteration 16Q (7911.820000 sec): 3 clusters
  Score: Raw -4156600.602131 + Penalty 3412.468652 = -4153188.133479
  nChanged 43
		SP:Iteration 17Q (7911.900000 sec): 3 clusters
  Score: Raw -4156632.639530 + Penalty 3412.468652 = -4153220.170878
  nChanged 30
		SP:Iteration 18Q (7911.970000 sec): 3 clusters
  Score: Raw -4156651.741322 + Penalty 3412.468652 = -4153239.272671
  nChanged 14
		SP:Iteration 19Q (7912.040000 sec): 3 clusters
  Score: Raw -4156660.862844 + Penalty 3412.468652 = -4153248.394192
  nChanged 10
		SP:Iteration 20F (7912.130000 sec): 3 clusters
  Score: Raw -4156666.858046 + Penalty 3412.468652 = -4153254.389395
  nChanged 11
		SP:Iteration 21Q (7912.200000 sec): 3 clusters
  Score: Raw -4156672.156525 + Penalty 3412.468652 = -4153259.687873
  nChanged 5
		SP:Iteration 22Q (7912.270000 sec): 3 clusters
  Score: Raw -4156674.685862 + Penalty 3412.468652 = -4153262.217210
  nChanged 4
		SP:Iteration 23Q (7912.340000 sec): 3 clusters
  Score: Raw -4156677.351348 + Penalty 3412.468652 = -4153264.882696
  nChanged 4
		SP:Iteration 24Q (7912.400000 sec): 3 clusters
  Score: Raw -4156680.488999 + Penalty 3412.468652 = -4153268.020347
  nChanged 5
		SP:Iteration 25Q (7912.470000 sec): 3 clusters
  Score: Raw -4156683.535319 + Penalty 3412.468652 = -4153271.066667
  nChanged 3
		SP:Iteration 26Q (7912.540000 sec): 3 clusters
  Score: Raw -4156684.648440 + Penalty 3412.468652 = -4153272.179788
  nChanged 1
		SP:Iteration 27Q (7912.610000 sec): 3 clusters
  Score: Raw -4156685.254757 + Penalty 3412.468652 = -4153272.786105
  nChanged 1
		SP:Iteration 28Q (7912.680000 sec): 3 clusters
  Score: Raw -4156685.468263 + Penalty 3412.468652 = -4153272.999611
  nChanged 0
		SP:Iteration 29F (7912.770000 sec): 3 clusters
  Score: Raw -4156685.468263 + Penalty 3412.468652 = -4153272.999611
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (32895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7912.850000 sec): 2 clusters
  Score: Raw -3793018.220630 + Penalty 1690.174842 = -3791328.045789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7912.930000 sec): 3 clusters
  Score: Raw -3772720.707826 + Penalty 3380.349684 = -3769340.358142
  nChanged 15166
		SP:Iteration 1F (7913.020000 sec): 3 clusters
  Score: Raw -3781740.944506 + Penalty 3380.349684 = -3778360.594822
  nChanged 2104
		SP:Iteration 2F (7913.100000 sec): 3 clusters
  Score: Raw -3783023.409899 + Penalty 3380.349684 = -3779643.060215
  nChanged 2462
		SP:Iteration 3F (7913.180000 sec): 3 clusters
  Score: Raw -3785235.103131 + Penalty 3380.349684 = -3781854.753448
  nChanged 2810
		SP:Iteration 4F (7913.260000 sec): 3 clusters
  Score: Raw -3787953.636437 + Penalty 3380.349684 = -3784573.286753
  nChanged 2650
		SP:Iteration 5F (7913.340000 sec): 3 clusters
  Score: Raw -3789773.517072 + Penalty 3380.349684 = -3786393.167388
  nChanged 1980
		SP:Iteration 6F (7913.420000 sec): 3 clusters
  Score: Raw -3790994.824098 + Penalty 3380.349684 = -3787614.474414
  nChanged 1435
		SP:Iteration 7Q (7913.510000 sec): 3 clusters
  Score: Raw -3791859.103096 + Penalty 3380.349684 = -3788478.753413
  nChanged 1195
		SP:Iteration 8Q (7913.590000 sec): 3 clusters
  Score: Raw -3792594.970745 + Penalty 3380.349684 = -3789214.621061
  nChanged 1074
		SP:Iteration 9Q (7913.670000 sec): 3 clusters
  Score: Raw -3793269.502577 + Penalty 3380.349684 = -3789889.152893
  nChanged 925
		SP:Iteration 10Q (7913.750000 sec): 3 clusters
  Score: Raw -3793836.626963 + Penalty 3380.349684 = -3790456.277280
  nChanged 810
		SP:Iteration 11Q (7913.830000 sec): 3 clusters
  Score: Raw -3794307.075197 + Penalty 3380.349684 = -3790926.725513
  nChanged 684
		SP:Iteration 12Q (7913.910000 sec): 3 clusters
  Score: Raw -3794675.580912 + Penalty 3380.349684 = -3791295.231228
  nChanged 539
		SP:Iteration 13Q (7913.990000 sec): 3 clusters
  Score: Raw -3794941.102256 + Penalty 3380.349684 = -3791560.752572
  nChanged 443
		SP:Iteration 14Q (7914.060000 sec): 3 clusters
  Score: Raw -3795147.729757 + Penalty 3380.349684 = -3791767.380073
  nChanged 351
		SP:Iteration 15Q (7914.130000 sec): 3 clusters
  Score: Raw -3795299.790041 + Penalty 3380.349684 = -3791919.440358
  nChanged 266
		SP:Iteration 16Q (7914.200000 sec): 3 clusters
  Score: Raw -3795413.384566 + Penalty 3380.349684 = -3792033.034882
  nChanged 204
		SP:Iteration 17Q (7914.270000 sec): 3 clusters
  Score: Raw -3795509.136666 + Penalty 3380.349684 = -3792128.786982
  nChanged 173
		SP:Iteration 18Q (7914.340000 sec): 3 clusters
  Score: Raw -3795599.499742 + Penalty 3380.349684 = -3792219.150058
  nChanged 160
		SP:Iteration 19Q (7914.410000 sec): 3 clusters
  Score: Raw -3795687.351339 + Penalty 3380.349684 = -3792307.001655
  nChanged 132
		SP:Iteration 20F (7914.490000 sec): 3 clusters
  Score: Raw -3795762.177256 + Penalty 3380.349684 = -3792381.827572
  nChanged 106
		SP:Iteration 21Q (7914.550000 sec): 3 clusters
  Score: Raw -3795823.224525 + Penalty 3380.349684 = -3792442.874841
  nChanged 96
		SP:Iteration 22Q (7914.620000 sec): 3 clusters
  Score: Raw -3795875.806161 + Penalty 3380.349684 = -3792495.456478
  nChanged 85
		SP:Iteration 23Q (7914.680000 sec): 3 clusters
  Score: Raw -3795929.227622 + Penalty 3380.349684 = -3792548.877938
  nChanged 83
		SP:Iteration 24Q (7914.750000 sec): 3 clusters
  Score: Raw -3796000.499758 + Penalty 3380.349684 = -3792620.150075
  nChanged 93
		SP:Iteration 25Q (7914.810000 sec): 3 clusters
  Score: Raw -3796093.110814 + Penalty 3380.349684 = -3792712.761131
  nChanged 101
		SP:Iteration 26Q (7914.880000 sec): 3 clusters
  Score: Raw -3796187.860989 + Penalty 3380.349684 = -3792807.511306
  nChanged 98
		SP:Iteration 27Q (7914.940000 sec): 3 clusters
  Score: Raw -3796299.610039 + Penalty 3380.349684 = -3792919.260355
  nChanged 86
		SP:Iteration 28Q (7915.000000 sec): 3 clusters
  Score: Raw -3796395.677213 + Penalty 3380.349684 = -3793015.327529
  nChanged 85
		SP:Iteration 29Q (7915.060000 sec): 3 clusters
  Score: Raw -3796453.165541 + Penalty 3380.349684 = -3793072.815857
  nChanged 63
		SP:Iteration 30Q (7915.120000 sec): 3 clusters
  Score: Raw -3796487.935947 + Penalty 3380.349684 = -3793107.586264
  nChanged 43
		SP:Iteration 31Q (7915.180000 sec): 3 clusters
  Score: Raw -3796515.285735 + Penalty 3380.349684 = -3793134.936052
  nChanged 32
		SP:Iteration 32Q (7915.240000 sec): 3 clusters
  Score: Raw -3796531.579420 + Penalty 3380.349684 = -3793151.229736
  nChanged 26
		SP:Iteration 33Q (7915.300000 sec): 3 clusters
  Score: Raw -3796542.223300 + Penalty 3380.349684 = -3793161.873616
  nChanged 21
		SP:Iteration 34Q (7915.370000 sec): 3 clusters
  Score: Raw -3796551.401061 + Penalty 3380.349684 = -3793171.051378
  nChanged 12
		SP:Iteration 35Q (7915.430000 sec): 3 clusters
  Score: Raw -3796556.809118 + Penalty 3380.349684 = -3793176.459434
  nChanged 15
		SP:Iteration 36Q (7915.490000 sec): 3 clusters
  Score: Raw -3796562.578756 + Penalty 3380.349684 = -3793182.229073
  nChanged 15
		SP:Iteration 37Q (7915.550000 sec): 3 clusters
  Score: Raw -3796568.202398 + Penalty 3380.349684 = -3793187.852715
  nChanged 13
		SP:Iteration 38Q (7915.610000 sec): 3 clusters
  Score: Raw -3796571.971685 + Penalty 3380.349684 = -3793191.622002
  nChanged 13
		SP:Iteration 39Q (7915.670000 sec): 3 clusters
  Score: Raw -3796578.288221 + Penalty 3380.349684 = -3793197.938537
  nChanged 17
		SP:Iteration 40F (7915.750000 sec): 3 clusters
  Score: Raw -3796588.294616 + Penalty 3380.349684 = -3793207.944933
  nChanged 24
		SP:Iteration 41Q (7915.810000 sec): 3 clusters
  Score: Raw -3796601.518133 + Penalty 3380.349684 = -3793221.168449
  nChanged 28
		SP:Iteration 42Q (7915.870000 sec): 3 clusters
  Score: Raw -3796622.669427 + Penalty 3380.349684 = -3793242.319743
  nChanged 34
		SP:Iteration 43Q (7915.920000 sec): 3 clusters
  Score: Raw -3796659.197066 + Penalty 3380.349684 = -3793278.847383
  nChanged 41
		SP:Iteration 44Q (7915.980000 sec): 3 clusters
  Score: Raw -3796734.986063 + Penalty 3380.349684 = -3793354.636379
  nChanged 42
		SP:Iteration 45Q (7916.040000 sec): 3 clusters
  Score: Raw -3796847.157660 + Penalty 3380.349684 = -3793466.807976
  nChanged 40
		SP:Iteration 46Q (7916.100000 sec): 3 clusters
  Score: Raw -3796963.707335 + Penalty 3380.349684 = -3793583.357651
  nChanged 33
		SP:Iteration 47Q (7916.160000 sec): 3 clusters
  Score: Raw -3797008.527149 + Penalty 3380.349684 = -3793628.177466
  nChanged 15
		SP:Iteration 48Q (7916.210000 sec): 3 clusters
  Score: Raw -3797016.146004 + Penalty 3380.349684 = -3793635.796320
  nChanged 8
		SP:Iteration 49Q (7916.270000 sec): 3 clusters
  Score: Raw -3797018.798863 + Penalty 3380.349684 = -3793638.449180
  nChanged 2
		SP:Iteration 50Q (7916.320000 sec): 3 clusters
  Score: Raw -3797019.846664 + Penalty 3380.349684 = -3793639.496980
  nChanged 1
		SP:Iteration 51Q (7916.380000 sec): 3 clusters
  Score: Raw -3797020.052405 + Penalty 3380.349684 = -3793639.702722
  nChanged 0
		SP:Iteration 52F (7916.460000 sec): 3 clusters
  Score: Raw -3797020.052405 + Penalty 3380.349684 = -3793639.702722
  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 12.55 GB.

 Trying to split cluster 33 (22727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7916.520000 sec): 2 clusters
  Score: Raw -2554705.296878 + Penalty 1630.087700 = -2553075.209178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7916.580000 sec): 3 clusters
  Score: Raw -2541110.581374 + Penalty 3260.175400 = -2537850.405974
  nChanged 10294
		SP:Iteration 1F (7916.640000 sec): 3 clusters
  Score: Raw -2547800.672929 + Penalty 3260.175400 = -2544540.497528
  nChanged 1732
		SP:Iteration 2F (7916.700000 sec): 3 clusters
  Score: Raw -2548863.404738 + Penalty 3260.175400 = -2545603.229338
  nChanged 1868
		SP:Iteration 3F (7916.760000 sec): 3 clusters
  Score: Raw -2550290.770557 + Penalty 3260.175400 = -2547030.595156
  nChanged 2063
		SP:Iteration 4F (7916.820000 sec): 3 clusters
  Score: Raw -2552175.339843 + Penalty 3260.175400 = -2548915.164442
  nChanged 2104
		SP:Iteration 5F (7916.880000 sec): 3 clusters
  Score: Raw -2554194.503472 + Penalty 3260.175400 = -2550934.328072
  nChanged 1661
		SP:Iteration 6F (7916.940000 sec): 3 clusters
  Score: Raw -2555517.782034 + Penalty 3260.175400 = -2552257.606634
  nChanged 1063
		SP:Iteration 7Q (7917.000000 sec): 3 clusters
  Score: Raw -2556126.984631 + Penalty 3260.175400 = -2552866.809231
  nChanged 640
		SP:Iteration 8Q (7917.060000 sec): 3 clusters
  Score: Raw -2556430.886788 + Penalty 3260.175400 = -2553170.711388
  nChanged 433
		SP:Iteration 9Q (7917.110000 sec): 3 clusters
  Score: Raw -2556610.221299 + Penalty 3260.175400 = -2553350.045898
  nChanged 290
		SP:Iteration 10Q (7917.170000 sec): 3 clusters
  Score: Raw -2556715.094344 + Penalty 3260.175400 = -2553454.918943
  nChanged 213
		SP:Iteration 11Q (7917.220000 sec): 3 clusters
  Score: Raw -2556786.075177 + Penalty 3260.175400 = -2553525.899777
  nChanged 165
		SP:Iteration 12Q (7917.280000 sec): 3 clusters
  Score: Raw -2556834.995001 + Penalty 3260.175400 = -2553574.819600
  nChanged 138
		SP:Iteration 13Q (7917.340000 sec): 3 clusters
  Score: Raw -2556872.641537 + Penalty 3260.175400 = -2553612.466137
  nChanged 110
		SP:Iteration 14Q (7917.390000 sec): 3 clusters
  Score: Raw -2556902.528370 + Penalty 3260.175400 = -2553642.352970
  nChanged 97
		SP:Iteration 15Q (7917.450000 sec): 3 clusters
  Score: Raw -2556927.581405 + Penalty 3260.175400 = -2553667.406005
  nChanged 86
		SP:Iteration 16Q (7917.500000 sec): 3 clusters
  Score: Raw -2556947.785862 + Penalty 3260.175400 = -2553687.610462
  nChanged 72
		SP:Iteration 17Q (7917.560000 sec): 3 clusters
  Score: Raw -2556963.015171 + Penalty 3260.175400 = -2553702.839771
  nChanged 62
		SP:Iteration 18Q (7917.610000 sec): 3 clusters
  Score: Raw -2556978.182134 + Penalty 3260.175400 = -2553718.006734
  nChanged 65
		SP:Iteration 19Q (7917.660000 sec): 3 clusters
  Score: Raw -2556995.185715 + Penalty 3260.175400 = -2553735.010315
  nChanged 54
		SP:Iteration 20F (7917.720000 sec): 3 clusters
  Score: Raw -2557010.173194 + Penalty 3260.175400 = -2553749.997794
  nChanged 58
		SP:Iteration 21Q (7917.770000 sec): 3 clusters
  Score: Raw -2557026.061181 + Penalty 3260.175400 = -2553765.885781
  nChanged 58
		SP:Iteration 22Q (7917.820000 sec): 3 clusters
  Score: Raw -2557041.601669 + Penalty 3260.175400 = -2553781.426269
  nChanged 50
		SP:Iteration 23Q (7917.880000 sec): 3 clusters
  Score: Raw -2557057.332625 + Penalty 3260.175400 = -2553797.157224
  nChanged 48
		SP:Iteration 24Q (7917.930000 sec): 3 clusters
  Score: Raw -2557074.826799 + Penalty 3260.175400 = -2553814.651399
  nChanged 37
		SP:Iteration 25Q (7917.980000 sec): 3 clusters
  Score: Raw -2557088.743194 + Penalty 3260.175400 = -2553828.567793
  nChanged 33
		SP:Iteration 26Q (7918.030000 sec): 3 clusters
  Score: Raw -2557101.819578 + Penalty 3260.175400 = -2553841.644177
  nChanged 40
		SP:Iteration 27Q (7918.080000 sec): 3 clusters
  Score: Raw -2557119.193322 + Penalty 3260.175400 = -2553859.017922
  nChanged 40
		SP:Iteration 28Q (7918.130000 sec): 3 clusters
  Score: Raw -2557135.570850 + Penalty 3260.175400 = -2553875.395450
  nChanged 48
		SP:Iteration 29Q (7918.180000 sec): 3 clusters
  Score: Raw -2557152.103069 + Penalty 3260.175400 = -2553891.927669
  nChanged 47
		SP:Iteration 30Q (7918.230000 sec): 3 clusters
  Score: Raw -2557167.153237 + Penalty 3260.175400 = -2553906.977837
  nChanged 36
		SP:Iteration 31Q (7918.280000 sec): 3 clusters
  Score: Raw -2557179.638439 + Penalty 3260.175400 = -2553919.463039
  nChanged 38
		SP:Iteration 32Q (7918.320000 sec): 3 clusters
  Score: Raw -2557189.092368 + Penalty 3260.175400 = -2553928.916968
  nChanged 20
		SP:Iteration 33Q (7918.370000 sec): 3 clusters
  Score: Raw -2557194.638561 + Penalty 3260.175400 = -2553934.463161
  nChanged 17
		SP:Iteration 34Q (7918.420000 sec): 3 clusters
  Score: Raw -2557199.690443 + Penalty 3260.175400 = -2553939.515043
  nChanged 14
		SP:Iteration 35Q (7918.470000 sec): 3 clusters
  Score: Raw -2557203.096748 + Penalty 3260.175400 = -2553942.921347
  nChanged 14
		SP:Iteration 36Q (7918.520000 sec): 3 clusters
  Score: Raw -2557206.320946 + Penalty 3260.175400 = -2553946.145545
  nChanged 11
		SP:Iteration 37Q (7918.560000 sec): 3 clusters
  Score: Raw -2557208.746519 + Penalty 3260.175400 = -2553948.571119
  nChanged 8
		SP:Iteration 38Q (7918.610000 sec): 3 clusters
  Score: Raw -2557209.888520 + Penalty 3260.175400 = -2553949.713119
  nChanged 6
		SP:Iteration 39Q (7918.660000 sec): 3 clusters
  Score: Raw -2557211.270837 + Penalty 3260.175400 = -2553951.095437
  nChanged 8
		SP:Iteration 40F (7918.710000 sec): 3 clusters
  Score: Raw -2557212.850656 + Penalty 3260.175400 = -2553952.675256
  nChanged 8
		SP:Iteration 41Q (7918.760000 sec): 3 clusters
  Score: Raw -2557214.313811 + Penalty 3260.175400 = -2553954.138411
  nChanged 10
		SP:Iteration 42Q (7918.800000 sec): 3 clusters
  Score: Raw -2557215.929761 + Penalty 3260.175400 = -2553955.754361
  nChanged 6
		SP:Iteration 43Q (7918.850000 sec): 3 clusters
  Score: Raw -2557216.721170 + Penalty 3260.175400 = -2553956.545770
  nChanged 3
		SP:Iteration 44Q (7918.900000 sec): 3 clusters
  Score: Raw -2557216.934646 + Penalty 3260.175400 = -2553956.759245
  nChanged 0
		SP:Iteration 45F (7918.950000 sec): 3 clusters
  Score: Raw -2557216.934646 + Penalty 3260.175400 = -2553956.759245
  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 12.55 GB.

 Trying to split cluster 34 (14149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7919.000000 sec): 2 clusters
  Score: Raw -1620114.150880 + Penalty 1553.077375 = -1618561.073506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7919.030000 sec): 3 clusters
  Score: Raw -1611906.130946 + Penalty 3106.154749 = -1608799.976197
  nChanged 6289
		SP:Iteration 1F (7919.070000 sec): 3 clusters
  Score: Raw -1615581.495595 + Penalty 3106.154749 = -1612475.340845
  nChanged 822
		SP:Iteration 2F (7919.100000 sec): 3 clusters
  Score: Raw -1616007.431183 + Penalty 3106.154749 = -1612901.276434
  nChanged 764
		SP:Iteration 3F (7919.130000 sec): 3 clusters
  Score: Raw -1616341.146471 + Penalty 3106.154749 = -1613234.991721
  nChanged 671
		SP:Iteration 4Q (7919.170000 sec): 3 clusters
  Score: Raw -1616596.194002 + Penalty 3106.154749 = -1613490.039253
  nChanged 595
		SP:Iteration 5Q (7919.200000 sec): 3 clusters
  Score: Raw -1616835.834752 + Penalty 3106.154749 = -1613729.680002
  nChanged 574
		SP:Iteration 6Q (7919.230000 sec): 3 clusters
  Score: Raw -1617069.718551 + Penalty 3106.154749 = -1613963.563801
  nChanged 574
		SP:Iteration 7Q (7919.270000 sec): 3 clusters
  Score: Raw -1617308.087163 + Penalty 3106.154749 = -1614201.932414
  nChanged 538
		SP:Iteration 8Q (7919.300000 sec): 3 clusters
  Score: Raw -1617548.474309 + Penalty 3106.154749 = -1614442.319559
  nChanged 554
		SP:Iteration 9Q (7919.330000 sec): 3 clusters
  Score: Raw -1617836.029866 + Penalty 3106.154749 = -1614729.875117
  nChanged 574
		SP:Iteration 10Q (7919.370000 sec): 3 clusters
  Score: Raw -1618134.138840 + Penalty 3106.154749 = -1615027.984091
  nChanged 524
		SP:Iteration 11Q (7919.400000 sec): 3 clusters
  Score: Raw -1618439.032396 + Penalty 3106.154749 = -1615332.877646
  nChanged 536
		SP:Iteration 12Q (7919.430000 sec): 3 clusters
  Score: Raw -1618772.619073 + Penalty 3106.154749 = -1615666.464323
  nChanged 537
		SP:Iteration 13Q (7919.470000 sec): 3 clusters
  Score: Raw -1619105.895610 + Penalty 3106.154749 = -1615999.740861
  nChanged 490
		SP:Iteration 14Q (7919.520000 sec): 3 clusters
  Score: Raw -1619388.570039 + Penalty 3106.154749 = -1616282.415289
  nChanged 422
		SP:Iteration 15Q (7919.560000 sec): 3 clusters
  Score: Raw -1619648.213020 + Penalty 3106.154749 = -1616542.058271
  nChanged 390
		SP:Iteration 16Q (7919.600000 sec): 3 clusters
  Score: Raw -1619865.480216 + Penalty 3106.154749 = -1616759.325467
  nChanged 336
		SP:Iteration 17Q (7919.630000 sec): 3 clusters
  Score: Raw -1620032.297476 + Penalty 3106.154749 = -1616926.142727
  nChanged 279
		SP:Iteration 18Q (7919.660000 sec): 3 clusters
  Score: Raw -1620159.822853 + Penalty 3106.154749 = -1617053.668103
  nChanged 231
		SP:Iteration 19Q (7919.700000 sec): 3 clusters
  Score: Raw -1620250.713123 + Penalty 3106.154749 = -1617144.558373
  nChanged 210
		SP:Iteration 20F (7919.740000 sec): 3 clusters
  Score: Raw -1620332.027987 + Penalty 3106.154749 = -1617225.873237
  nChanged 208
		SP:Iteration 21Q (7919.780000 sec): 3 clusters
  Score: Raw -1620403.850925 + Penalty 3106.154749 = -1617297.696175
  nChanged 177
		SP:Iteration 22Q (7919.810000 sec): 3 clusters
  Score: Raw -1620460.501256 + Penalty 3106.154749 = -1617354.346507
  nChanged 164
		SP:Iteration 23Q (7919.850000 sec): 3 clusters
  Score: Raw -1620508.120541 + Penalty 3106.154749 = -1617401.965791
  nChanged 132
		SP:Iteration 24Q (7919.870000 sec): 3 clusters
  Score: Raw -1620550.612100 + Penalty 3106.154749 = -1617444.457350
  nChanged 139
		SP:Iteration 25Q (7919.910000 sec): 3 clusters
  Score: Raw -1620598.405449 + Penalty 3106.154749 = -1617492.250699
  nChanged 133
		SP:Iteration 26Q (7919.950000 sec): 3 clusters
  Score: Raw -1620640.434433 + Penalty 3106.154749 = -1617534.279684
  nChanged 118
		SP:Iteration 27Q (7919.980000 sec): 3 clusters
  Score: Raw -1620678.152708 + Penalty 3106.154749 = -1617571.997958
  nChanged 135
		SP:Iteration 28Q (7920.010000 sec): 3 clusters
  Score: Raw -1620726.821122 + Penalty 3106.154749 = -1617620.666373
  nChanged 136
		SP:Iteration 29Q (7920.040000 sec): 3 clusters
  Score: Raw -1620778.692746 + Penalty 3106.154749 = -1617672.537996
  nChanged 145
		SP:Iteration 30Q (7920.080000 sec): 3 clusters
  Score: Raw -1620838.985772 + Penalty 3106.154749 = -1617732.831023
  nChanged 136
		SP:Iteration 31Q (7920.110000 sec): 3 clusters
  Score: Raw -1620893.817399 + Penalty 3106.154749 = -1617787.662650
  nChanged 146
		SP:Iteration 32Q (7920.140000 sec): 3 clusters
  Score: Raw -1620956.440788 + Penalty 3106.154749 = -1617850.286038
  nChanged 178
		SP:Iteration 33Q (7920.170000 sec): 3 clusters
  Score: Raw -1621043.831983 + Penalty 3106.154749 = -1617937.677234
  nChanged 188
		SP:Iteration 34Q (7920.200000 sec): 3 clusters
  Score: Raw -1621141.858560 + Penalty 3106.154749 = -1618035.703811
  nChanged 198
		SP:Iteration 35Q (7920.230000 sec): 3 clusters
  Score: Raw -1621259.458580 + Penalty 3106.154749 = -1618153.303831
  nChanged 182
		SP:Iteration 36Q (7920.260000 sec): 3 clusters
  Score: Raw -1621357.756759 + Penalty 3106.154749 = -1618251.602010
  nChanged 157
		SP:Iteration 37Q (7920.280000 sec): 3 clusters
  Score: Raw -1621436.339499 + Penalty 3106.154749 = -1618330.184749
  nChanged 146
		SP:Iteration 38Q (7920.320000 sec): 3 clusters
  Score: Raw -1621502.217973 + Penalty 3106.154749 = -1618396.063223
  nChanged 120
		SP:Iteration 39Q (7920.340000 sec): 3 clusters
  Score: Raw -1621550.027989 + Penalty 3106.154749 = -1618443.873240
  nChanged 106
		SP:Iteration 40F (7920.380000 sec): 3 clusters
  Score: Raw -1621584.017436 + Penalty 3106.154749 = -1618477.862686
  nChanged 87
		SP:Iteration 41Q (7920.410000 sec): 3 clusters
  Score: Raw -1621608.304539 + Penalty 3106.154749 = -1618502.149789
  nChanged 67
		SP:Iteration 42Q (7920.440000 sec): 3 clusters
  Score: Raw -1621625.571582 + Penalty 3106.154749 = -1618519.416832
  nChanged 66
		SP:Iteration 43Q (7920.460000 sec): 3 clusters
  Score: Raw -1621645.463861 + Penalty 3106.154749 = -1618539.309111
  nChanged 64
		SP:Iteration 44Q (7920.490000 sec): 3 clusters
  Score: Raw -1621664.245543 + Penalty 3106.154749 = -1618558.090794
  nChanged 58
		SP:Iteration 45Q (7920.520000 sec): 3 clusters
  Score: Raw -1621679.415595 + Penalty 3106.154749 = -1618573.260845
  nChanged 39
		SP:Iteration 46Q (7920.540000 sec): 3 clusters
  Score: Raw -1621687.981902 + Penalty 3106.154749 = -1618581.827152
  nChanged 35
		SP:Iteration 47Q (7920.570000 sec): 3 clusters
  Score: Raw -1621695.090925 + Penalty 3106.154749 = -1618588.936176
  nChanged 32
		SP:Iteration 48Q (7920.600000 sec): 3 clusters
  Score: Raw -1621701.407627 + Penalty 3106.154749 = -1618595.252878
  nChanged 31
		SP:Iteration 49Q (7920.630000 sec): 3 clusters
  Score: Raw -1621708.495856 + Penalty 3106.154749 = -1618602.341106
  nChanged 32
		SP:Iteration 50Q (7920.660000 sec): 3 clusters
  Score: Raw -1621716.341847 + Penalty 3106.154749 = -1618610.187097
  nChanged 33
		SP:Iteration 51Q (7920.680000 sec): 3 clusters
  Score: Raw -1621722.821793 + Penalty 3106.154749 = -1618616.667043
  nChanged 29
		SP:Iteration 52Q (7920.710000 sec): 3 clusters
  Score: Raw -1621728.167037 + Penalty 3106.154749 = -1618622.012287
  nChanged 20
		SP:Iteration 53Q (7920.740000 sec): 3 clusters
  Score: Raw -1621731.759432 + Penalty 3106.154749 = -1618625.604682
  nChanged 17
		SP:Iteration 54Q (7920.760000 sec): 3 clusters
  Score: Raw -1621735.777004 + Penalty 3106.154749 = -1618629.622254
  nChanged 16
		SP:Iteration 55Q (7920.790000 sec): 3 clusters
  Score: Raw -1621739.890326 + Penalty 3106.154749 = -1618633.735577
  nChanged 23
		SP:Iteration 56Q (7920.820000 sec): 3 clusters
  Score: Raw -1621745.709639 + Penalty 3106.154749 = -1618639.554890
  nChanged 21
		SP:Iteration 57Q (7920.840000 sec): 3 clusters
  Score: Raw -1621749.789454 + Penalty 3106.154749 = -1618643.634704
  nChanged 16
		SP:Iteration 58Q (7920.880000 sec): 3 clusters
  Score: Raw -1621752.986343 + Penalty 3106.154749 = -1618646.831593
  nChanged 17
		SP:Iteration 59Q (7920.900000 sec): 3 clusters
  Score: Raw -1621756.636123 + Penalty 3106.154749 = -1618650.481374
  nChanged 11
		SP:Iteration 60F (7920.940000 sec): 3 clusters
  Score: Raw -1621758.259107 + Penalty 3106.154749 = -1618652.104357
  nChanged 7
		SP:Iteration 61Q (7920.960000 sec): 3 clusters
  Score: Raw -1621759.278046 + Penalty 3106.154749 = -1618653.123296
  nChanged 7
		SP:Iteration 62Q (7920.990000 sec): 3 clusters
  Score: Raw -1621760.651673 + Penalty 3106.154749 = -1618654.496923
  nChanged 11
		SP:Iteration 63Q (7921.020000 sec): 3 clusters
  Score: Raw -1621762.882643 + Penalty 3106.154749 = -1618656.727893
  nChanged 9
		SP:Iteration 64Q (7921.050000 sec): 3 clusters
  Score: Raw -1621764.908349 + Penalty 3106.154749 = -1618658.753599
  nChanged 10
		SP:Iteration 65Q (7921.080000 sec): 3 clusters
  Score: Raw -1621767.090686 + Penalty 3106.154749 = -1618660.935937
  nChanged 11
		SP:Iteration 66Q (7921.100000 sec): 3 clusters
  Score: Raw -1621769.244768 + Penalty 3106.154749 = -1618663.090019
  nChanged 13
		SP:Iteration 67Q (7921.130000 sec): 3 clusters
  Score: Raw -1621771.533006 + Penalty 3106.154749 = -1618665.378257
  nChanged 13
		SP:Iteration 68Q (7921.160000 sec): 3 clusters
  Score: Raw -1621773.001872 + Penalty 3106.154749 = -1618666.847122
  nChanged 4
		SP:Iteration 69Q (7921.180000 sec): 3 clusters
  Score: Raw -1621773.500385 + Penalty 3106.154749 = -1618667.345635
  nChanged 8
		SP:Iteration 70Q (7921.210000 sec): 3 clusters
  Score: Raw -1621774.522048 + Penalty 3106.154749 = -1618668.367299
  nChanged 7
		SP:Iteration 71Q (7921.230000 sec): 3 clusters
  Score: Raw -1621776.096041 + Penalty 3106.154749 = -1618669.941292
  nChanged 7
		SP:Iteration 72Q (7921.260000 sec): 3 clusters
  Score: Raw -1621777.288263 + Penalty 3106.154749 = -1618671.133513
  nChanged 8
		SP:Iteration 73Q (7921.290000 sec): 3 clusters
  Score: Raw -1621778.405829 + Penalty 3106.154749 = -1618672.251079
  nChanged 6
		SP:Iteration 74Q (7921.310000 sec): 3 clusters
  Score: Raw -1621779.159994 + Penalty 3106.154749 = -1618673.005244
  nChanged 4
		SP:Iteration 75Q (7921.340000 sec): 3 clusters
  Score: Raw -1621779.513315 + Penalty 3106.154749 = -1618673.358565
  nChanged 4
		SP:Iteration 76Q (7921.380000 sec): 3 clusters
  Score: Raw -1621780.157657 + Penalty 3106.154749 = -1618674.002907
  nChanged 2
		SP:Iteration 77Q (7921.410000 sec): 3 clusters
  Score: Raw -1621780.457035 + Penalty 3106.154749 = -1618674.302286
  nChanged 6
		SP:Iteration 78Q (7921.430000 sec): 3 clusters
  Score: Raw -1621780.981734 + Penalty 3106.154749 = -1618674.826984
  nChanged 3
		SP:Iteration 79Q (7921.460000 sec): 3 clusters
  Score: Raw -1621781.450077 + Penalty 3106.154749 = -1618675.295328
  nChanged 2
		SP:Iteration 80F (7921.500000 sec): 3 clusters
  Score: Raw -1621781.684933 + Penalty 3106.154749 = -1618675.530183
  nChanged 2
		SP:Iteration 81Q (7921.530000 sec): 3 clusters
  Score: Raw -1621782.307985 + Penalty 3106.154749 = -1618676.153235
  nChanged 3
		SP:Iteration 82Q (7921.560000 sec): 3 clusters
  Score: Raw -1621782.736498 + Penalty 3106.154749 = -1618676.581748
  nChanged 3
		SP:Iteration 83Q (7921.600000 sec): 3 clusters
  Score: Raw -1621783.114619 + Penalty 3106.154749 = -1618676.959869
  nChanged 1
		SP:Iteration 84Q (7921.620000 sec): 3 clusters
  Score: Raw -1621783.231975 + Penalty 3106.154749 = -1618677.077226
  nChanged 0
		SP:Iteration 85F (7921.660000 sec): 3 clusters
  Score: Raw -1621783.231975 + Penalty 3106.154749 = -1618677.077226
  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 12.55 GB.

 Trying to split cluster 35 (23690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7921.740000 sec): 2 clusters
  Score: Raw -2515756.760575 + Penalty 1636.831348 = -2514119.929227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7921.800000 sec): 3 clusters
  Score: Raw -2501357.025055 + Penalty 3273.662697 = -2498083.362358
  nChanged 10833
		SP:Iteration 1F (7921.860000 sec): 3 clusters
  Score: Raw -2507927.813780 + Penalty 3273.662697 = -2504654.151083
  nChanged 1462
		SP:Iteration 2F (7921.920000 sec): 3 clusters
  Score: Raw -2508682.753685 + Penalty 3273.662697 = -2505409.090988
  nChanged 1386
		SP:Iteration 3F (7921.970000 sec): 3 clusters
  Score: Raw -2509453.286694 + Penalty 3273.662697 = -2506179.623997
  nChanged 1417
		SP:Iteration 4F (7922.030000 sec): 3 clusters
  Score: Raw -2510321.371807 + Penalty 3273.662697 = -2507047.709110
  nChanged 1401
		SP:Iteration 5F (7922.090000 sec): 3 clusters
  Score: Raw -2511359.263190 + Penalty 3273.662697 = -2508085.600494
  nChanged 1454
		SP:Iteration 6F (7922.150000 sec): 3 clusters
  Score: Raw -2512597.853769 + Penalty 3273.662697 = -2509324.191072
  nChanged 1409
		SP:Iteration 7F (7922.210000 sec): 3 clusters
  Score: Raw -2513822.746651 + Penalty 3273.662697 = -2510549.083955
  nChanged 1258
		SP:Iteration 8F (7922.270000 sec): 3 clusters
  Score: Raw -2514875.820392 + Penalty 3273.662697 = -2511602.157695
  nChanged 1099
		SP:Iteration 9Q (7922.330000 sec): 3 clusters
  Score: Raw -2515617.440085 + Penalty 3273.662697 = -2512343.777388
  nChanged 765
		SP:Iteration 10Q (7922.380000 sec): 3 clusters
  Score: Raw -2515985.877509 + Penalty 3273.662697 = -2512712.214813
  nChanged 538
		SP:Iteration 11Q (7922.440000 sec): 3 clusters
  Score: Raw -2516200.077407 + Penalty 3273.662697 = -2512926.414710
  nChanged 437
		SP:Iteration 12Q (7922.500000 sec): 3 clusters
  Score: Raw -2516373.530337 + Penalty 3273.662697 = -2513099.867641
  nChanged 362
		SP:Iteration 13Q (7922.560000 sec): 3 clusters
  Score: Raw -2516515.279677 + Penalty 3273.662697 = -2513241.616981
  nChanged 365
		SP:Iteration 14Q (7922.620000 sec): 3 clusters
  Score: Raw -2516653.842244 + Penalty 3273.662697 = -2513380.179548
  nChanged 332
		SP:Iteration 15Q (7922.670000 sec): 3 clusters
  Score: Raw -2516783.927800 + Penalty 3273.662697 = -2513510.265104
  nChanged 291
		SP:Iteration 16Q (7922.730000 sec): 3 clusters
  Score: Raw -2516886.630154 + Penalty 3273.662697 = -2513612.967457
  nChanged 265
		SP:Iteration 17Q (7922.780000 sec): 3 clusters
  Score: Raw -2516972.715931 + Penalty 3273.662697 = -2513699.053235
  nChanged 224
		SP:Iteration 18Q (7922.840000 sec): 3 clusters
  Score: Raw -2517033.562962 + Penalty 3273.662697 = -2513759.900266
  nChanged 190
		SP:Iteration 19Q (7922.900000 sec): 3 clusters
  Score: Raw -2517077.766210 + Penalty 3273.662697 = -2513804.103513
  nChanged 142
		SP:Iteration 20F (7922.960000 sec): 3 clusters
  Score: Raw -2517102.964554 + Penalty 3273.662697 = -2513829.301858
  nChanged 102
		SP:Iteration 21Q (7923.010000 sec): 3 clusters
  Score: Raw -2517119.259723 + Penalty 3273.662697 = -2513845.597027
  nChanged 82
		SP:Iteration 22Q (7923.060000 sec): 3 clusters
  Score: Raw -2517128.972909 + Penalty 3273.662697 = -2513855.310212
  nChanged 76
		SP:Iteration 23Q (7923.120000 sec): 3 clusters
  Score: Raw -2517137.578122 + Penalty 3273.662697 = -2513863.915425
  nChanged 68
		SP:Iteration 24Q (7923.170000 sec): 3 clusters
  Score: Raw -2517146.223601 + Penalty 3273.662697 = -2513872.560904
  nChanged 70
		SP:Iteration 25Q (7923.220000 sec): 3 clusters
  Score: Raw -2517152.774163 + Penalty 3273.662697 = -2513879.111466
  nChanged 52
		SP:Iteration 26Q (7923.270000 sec): 3 clusters
  Score: Raw -2517156.984065 + Penalty 3273.662697 = -2513883.321369
  nChanged 38
		SP:Iteration 27Q (7923.330000 sec): 3 clusters
  Score: Raw -2517160.072164 + Penalty 3273.662697 = -2513886.409467
  nChanged 32
		SP:Iteration 28Q (7923.380000 sec): 3 clusters
  Score: Raw -2517162.543278 + Penalty 3273.662697 = -2513888.880582
  nChanged 31
		SP:Iteration 29Q (7923.430000 sec): 3 clusters
  Score: Raw -2517164.678789 + Penalty 3273.662697 = -2513891.016092
  nChanged 24
		SP:Iteration 30Q (7923.480000 sec): 3 clusters
  Score: Raw -2517166.763339 + Penalty 3273.662697 = -2513893.100642
  nChanged 26
		SP:Iteration 31Q (7923.540000 sec): 3 clusters
  Score: Raw -2517168.964733 + Penalty 3273.662697 = -2513895.302037
  nChanged 22
		SP:Iteration 32Q (7923.590000 sec): 3 clusters
  Score: Raw -2517170.267528 + Penalty 3273.662697 = -2513896.604832
  nChanged 21
		SP:Iteration 33Q (7923.640000 sec): 3 clusters
  Score: Raw -2517171.541398 + Penalty 3273.662697 = -2513897.878702
  nChanged 18
		SP:Iteration 34Q (7923.700000 sec): 3 clusters
  Score: Raw -2517172.550003 + Penalty 3273.662697 = -2513898.887306
  nChanged 16
		SP:Iteration 35Q (7923.750000 sec): 3 clusters
  Score: Raw -2517173.433639 + Penalty 3273.662697 = -2513899.770943
  nChanged 15
		SP:Iteration 36Q (7923.800000 sec): 3 clusters
  Score: Raw -2517174.255309 + Penalty 3273.662697 = -2513900.592612
  nChanged 11
		SP:Iteration 37Q (7923.850000 sec): 3 clusters
  Score: Raw -2517174.916237 + Penalty 3273.662697 = -2513901.253540
  nChanged 11
		SP:Iteration 38Q (7923.910000 sec): 3 clusters
  Score: Raw -2517175.403692 + Penalty 3273.662697 = -2513901.740996
  nChanged 11
		SP:Iteration 39Q (7923.960000 sec): 3 clusters
  Score: Raw -2517175.825710 + Penalty 3273.662697 = -2513902.163014
  nChanged 11
		SP:Iteration 40F (7924.020000 sec): 3 clusters
  Score: Raw -2517176.486571 + Penalty 3273.662697 = -2513902.823875
  nChanged 11
		SP:Iteration 41Q (7924.070000 sec): 3 clusters
  Score: Raw -2517177.081433 + Penalty 3273.662697 = -2513903.418737
  nChanged 11
		SP:Iteration 42Q (7924.130000 sec): 3 clusters
  Score: Raw -2517177.596603 + Penalty 3273.662697 = -2513903.933907
  nChanged 6
		SP:Iteration 43Q (7924.180000 sec): 3 clusters
  Score: Raw -2517177.804259 + Penalty 3273.662697 = -2513904.141562
  nChanged 4
		SP:Iteration 44Q (7924.230000 sec): 3 clusters
  Score: Raw -2517177.924655 + Penalty 3273.662697 = -2513904.261958
  nChanged 6
		SP:Iteration 45Q (7924.280000 sec): 3 clusters
  Score: Raw -2517178.195687 + Penalty 3273.662697 = -2513904.532991
  nChanged 8
		SP:Iteration 46Q (7924.340000 sec): 3 clusters
  Score: Raw -2517178.722984 + Penalty 3273.662697 = -2513905.060287
  nChanged 10
		SP:Iteration 47Q (7924.400000 sec): 3 clusters
  Score: Raw -2517179.260597 + Penalty 3273.662697 = -2513905.597901
  nChanged 9
		SP:Iteration 48Q (7924.450000 sec): 3 clusters
  Score: Raw -2517179.747392 + Penalty 3273.662697 = -2513906.084695
  nChanged 9
		SP:Iteration 49Q (7924.500000 sec): 3 clusters
  Score: Raw -2517180.244997 + Penalty 3273.662697 = -2513906.582300
  nChanged 9
		SP:Iteration 50Q (7924.550000 sec): 3 clusters
  Score: Raw -2517180.714484 + Penalty 3273.662697 = -2513907.051787
  nChanged 9
		SP:Iteration 51Q (7924.600000 sec): 3 clusters
  Score: Raw -2517181.411075 + Penalty 3273.662697 = -2513907.748379
  nChanged 10
		SP:Iteration 52Q (7924.660000 sec): 3 clusters
  Score: Raw -2517181.910399 + Penalty 3273.662697 = -2513908.247703
  nChanged 7
		SP:Iteration 53Q (7924.710000 sec): 3 clusters
  Score: Raw -2517182.186996 + Penalty 3273.662697 = -2513908.524300
  nChanged 7
		SP:Iteration 54Q (7924.760000 sec): 3 clusters
  Score: Raw -2517182.416430 + Penalty 3273.662697 = -2513908.753733
  nChanged 4
		SP:Iteration 55Q (7924.820000 sec): 3 clusters
  Score: Raw -2517182.574762 + Penalty 3273.662697 = -2513908.912065
  nChanged 5
		SP:Iteration 56Q (7924.870000 sec): 3 clusters
  Score: Raw -2517182.840672 + Penalty 3273.662697 = -2513909.177975
  nChanged 9
		SP:Iteration 57Q (7924.920000 sec): 3 clusters
  Score: Raw -2517183.365440 + Penalty 3273.662697 = -2513909.702743
  nChanged 8
		SP:Iteration 58Q (7924.970000 sec): 3 clusters
  Score: Raw -2517183.651362 + Penalty 3273.662697 = -2513909.988665
  nChanged 4
		SP:Iteration 59Q (7925.030000 sec): 3 clusters
  Score: Raw -2517183.837918 + Penalty 3273.662697 = -2513910.175221
  nChanged 4
		SP:Iteration 60F (7925.090000 sec): 3 clusters
  Score: Raw -2517183.946169 + Penalty 3273.662697 = -2513910.283472
  nChanged 6
		SP:Iteration 61Q (7925.140000 sec): 3 clusters
  Score: Raw -2517184.244070 + Penalty 3273.662697 = -2513910.581373
  nChanged 5
		SP:Iteration 62Q (7925.200000 sec): 3 clusters
  Score: Raw -2517184.408048 + Penalty 3273.662697 = -2513910.745352
  nChanged 4
		SP:Iteration 63Q (7925.250000 sec): 3 clusters
  Score: Raw -2517184.539237 + Penalty 3273.662697 = -2513910.876540
  nChanged 1
		SP:Iteration 64Q (7925.300000 sec): 3 clusters
  Score: Raw -2517184.556000 + Penalty 3273.662697 = -2513910.893303
  nChanged 2
		SP:Iteration 65Q (7925.360000 sec): 3 clusters
  Score: Raw -2517184.614784 + Penalty 3273.662697 = -2513910.952088
  nChanged 1
		SP:Iteration 66Q (7925.410000 sec): 3 clusters
  Score: Raw -2517184.702626 + Penalty 3273.662697 = -2513911.039929
  nChanged 0
		SP:Iteration 67F (7925.470000 sec): 3 clusters
  Score: Raw -2517184.702626 + Penalty 3273.662697 = -2513911.039929
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7925.480000 sec): 2 clusters
  Score: Raw -180377.216099 + Penalty 1209.595349 = -179167.620751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7925.490000 sec): 3 clusters
  Score: Raw -179814.449391 + Penalty 2419.190697 = -177395.258694
  nChanged 624
		SP:Iteration 1F (7925.490000 sec): 3 clusters
  Score: Raw -180838.414519 + Penalty 2419.190697 = -178419.223822
  nChanged 307
		SP:Iteration 2F (7925.500000 sec): 3 clusters
  Score: Raw -182126.849957 + Penalty 2419.190697 = -179707.659260
  nChanged 229
		SP:Iteration 3F (7925.500000 sec): 3 clusters
  Score: Raw -183805.205580 + Penalty 2419.190697 = -181386.014883
  nChanged 108
		SP:Iteration 4F (7925.500000 sec): 3 clusters
  Score: Raw -184065.855554 + Penalty 2419.190697 = -181646.664857
  nChanged 57
		SP:Iteration 5Q (7925.510000 sec): 3 clusters
  Score: Raw -184330.995806 + Penalty 2419.190697 = -181911.805109
  nChanged 57
		SP:Iteration 6Q (7925.510000 sec): 3 clusters
  Score: Raw -185098.246712 + Penalty 2419.190697 = -182679.056015
  nChanged 40
		SP:Iteration 7Q (7925.520000 sec): 3 clusters
  Score: Raw -185762.238154 + Penalty 2419.190697 = -183343.047457
  nChanged 24
		SP:Iteration 8Q (7925.520000 sec): 3 clusters
  Score: Raw -185803.426577 + Penalty 2419.190697 = -183384.235880
  nChanged 16
		SP:Iteration 9Q (7925.520000 sec): 3 clusters
  Score: Raw -185841.413205 + Penalty 2419.190697 = -183422.222508
  nChanged 14
		SP:Iteration 10Q (7925.520000 sec): 3 clusters
  Score: Raw -185867.592403 + Penalty 2419.190697 = -183448.401706
  nChanged 8
		SP:Iteration 11Q (7925.520000 sec): 3 clusters
  Score: Raw -185880.789705 + Penalty 2419.190697 = -183461.599008
  nChanged 4
		SP:Iteration 12Q (7925.530000 sec): 3 clusters
  Score: Raw -185891.813780 + Penalty 2419.190697 = -183472.623083
  nChanged 4
		SP:Iteration 13Q (7925.530000 sec): 3 clusters
  Score: Raw -185901.261036 + Penalty 2419.190697 = -183482.070339
  nChanged 2
		SP:Iteration 14Q (7925.540000 sec): 3 clusters
  Score: Raw -185906.443111 + Penalty 2419.190697 = -183487.252414
  nChanged 3
		SP:Iteration 15Q (7925.540000 sec): 3 clusters
  Score: Raw -185914.748399 + Penalty 2419.190697 = -183495.557702
  nChanged 5
		SP:Iteration 16Q (7925.540000 sec): 3 clusters
  Score: Raw -185923.798788 + Penalty 2419.190697 = -183504.608091
  nChanged 0
		SP:Iteration 17F (7925.540000 sec): 3 clusters
  Score: Raw -185932.126841 + Penalty 2419.190697 = -183512.936144
  nChanged 5
		SP:Iteration 18Q (7925.550000 sec): 3 clusters
  Score: Raw -185959.097731 + Penalty 2419.190697 = -183539.907034
  nChanged 10
		SP:Iteration 19Q (7925.550000 sec): 3 clusters
  Score: Raw -185999.000542 + Penalty 2419.190697 = -183579.809845
  nChanged 10
		SP:Iteration 20F (7925.550000 sec): 3 clusters
  Score: Raw -186041.555935 + Penalty 2419.190697 = -183622.365238
  nChanged 6
		SP:Iteration 21Q (7925.560000 sec): 3 clusters
  Score: Raw -186067.622667 + Penalty 2419.190697 = -183648.431970
  nChanged 7
		SP:Iteration 22Q (7925.560000 sec): 3 clusters
  Score: Raw -186087.877801 + Penalty 2419.190697 = -183668.687104
  nChanged 3
		SP:Iteration 23Q (7925.560000 sec): 3 clusters
  Score: Raw -186101.004726 + Penalty 2419.190697 = -183681.814029
  nChanged 3
		SP:Iteration 24Q (7925.560000 sec): 3 clusters
  Score: Raw -186110.925437 + Penalty 2419.190697 = -183691.734740
  nChanged 2
		SP:Iteration 25Q (7925.570000 sec): 3 clusters
  Score: Raw -186115.326099 + Penalty 2419.190697 = -183696.135402
  nChanged 1
		SP:Iteration 26Q (7925.570000 sec): 3 clusters
  Score: Raw -186122.420683 + Penalty 2419.190697 = -183703.229986
  nChanged 3
		SP:Iteration 27Q (7925.570000 sec): 3 clusters
  Score: Raw -186132.404663 + Penalty 2419.190697 = -183713.213966
  nChanged 1
		SP:Iteration 28Q (7925.580000 sec): 3 clusters
  Score: Raw -186134.539294 + Penalty 2419.190697 = -183715.348597
  nChanged 0
		SP:Iteration 29F (7925.580000 sec): 3 clusters
  Score: Raw -186134.539294 + Penalty 2419.190697 = -183715.348597
  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 12.55 GB.

 Trying to split cluster 37 (17309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7925.640000 sec): 2 clusters
  Score: Raw -1968282.111032 + Penalty 1585.834555 = -1966696.276477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7925.680000 sec): 3 clusters
  Score: Raw -1958021.613116 + Penalty 3171.669110 = -1954849.944006
  nChanged 7756
		SP:Iteration 1F (7925.720000 sec): 3 clusters
  Score: Raw -1962882.123891 + Penalty 3171.669110 = -1959710.454782
  nChanged 1258
		SP:Iteration 2F (7925.760000 sec): 3 clusters
  Score: Raw -1963781.923009 + Penalty 3171.669110 = -1960610.253899
  nChanged 1236
		SP:Iteration 3F (7925.810000 sec): 3 clusters
  Score: Raw -1964659.512831 + Penalty 3171.669110 = -1961487.843721
  nChanged 1165
		SP:Iteration 4F (7925.850000 sec): 3 clusters
  Score: Raw -1965440.951799 + Penalty 3171.669110 = -1962269.282689
  nChanged 1017
		SP:Iteration 5F (7925.900000 sec): 3 clusters
  Score: Raw -1966033.728119 + Penalty 3171.669110 = -1962862.059009
  nChanged 839
		SP:Iteration 6Q (7925.940000 sec): 3 clusters
  Score: Raw -1966420.199810 + Penalty 3171.669110 = -1963248.530700
  nChanged 623
		SP:Iteration 7Q (7925.980000 sec): 3 clusters
  Score: Raw -1966688.771026 + Penalty 3171.669110 = -1963517.101916
  nChanged 536
		SP:Iteration 8Q (7926.030000 sec): 3 clusters
  Score: Raw -1966890.417136 + Penalty 3171.669110 = -1963718.748026
  nChanged 416
		SP:Iteration 9Q (7926.070000 sec): 3 clusters
  Score: Raw -1967034.452578 + Penalty 3171.669110 = -1963862.783468
  nChanged 386
		SP:Iteration 10Q (7926.120000 sec): 3 clusters
  Score: Raw -1967177.431266 + Penalty 3171.669110 = -1964005.762156
  nChanged 394
		SP:Iteration 11Q (7926.160000 sec): 3 clusters
  Score: Raw -1967336.930785 + Penalty 3171.669110 = -1964165.261675
  nChanged 379
		SP:Iteration 12Q (7926.210000 sec): 3 clusters
  Score: Raw -1967508.789983 + Penalty 3171.669110 = -1964337.120873
  nChanged 368
		SP:Iteration 13Q (7926.250000 sec): 3 clusters
  Score: Raw -1967656.182293 + Penalty 3171.669110 = -1964484.513183
  nChanged 300
		SP:Iteration 14Q (7926.300000 sec): 3 clusters
  Score: Raw -1967771.175925 + Penalty 3171.669110 = -1964599.506816
  nChanged 278
		SP:Iteration 15Q (7926.340000 sec): 3 clusters
  Score: Raw -1967871.495718 + Penalty 3171.669110 = -1964699.826608
  nChanged 266
		SP:Iteration 16Q (7926.390000 sec): 3 clusters
  Score: Raw -1967963.863730 + Penalty 3171.669110 = -1964792.194620
  nChanged 236
		SP:Iteration 17Q (7926.430000 sec): 3 clusters
  Score: Raw -1968042.420615 + Penalty 3171.669110 = -1964870.751506
  nChanged 231
		SP:Iteration 18Q (7926.470000 sec): 3 clusters
  Score: Raw -1968116.413067 + Penalty 3171.669110 = -1964944.743957
  nChanged 197
		SP:Iteration 19Q (7926.510000 sec): 3 clusters
  Score: Raw -1968188.915429 + Penalty 3171.669110 = -1965017.246319
  nChanged 217
		SP:Iteration 20F (7926.560000 sec): 3 clusters
  Score: Raw -1968271.859540 + Penalty 3171.669110 = -1965100.190431
  nChanged 190
		SP:Iteration 21Q (7926.600000 sec): 3 clusters
  Score: Raw -1968343.807723 + Penalty 3171.669110 = -1965172.138614
  nChanged 153
		SP:Iteration 22Q (7926.640000 sec): 3 clusters
  Score: Raw -1968400.267199 + Penalty 3171.669110 = -1965228.598089
  nChanged 130
		SP:Iteration 23Q (7926.680000 sec): 3 clusters
  Score: Raw -1968449.315019 + Penalty 3171.669110 = -1965277.645909
  nChanged 120
		SP:Iteration 24Q (7926.720000 sec): 3 clusters
  Score: Raw -1968489.842964 + Penalty 3171.669110 = -1965318.173855
  nChanged 94
		SP:Iteration 25Q (7926.760000 sec): 3 clusters
  Score: Raw -1968524.194919 + Penalty 3171.669110 = -1965352.525809
  nChanged 79
		SP:Iteration 26Q (7926.800000 sec): 3 clusters
  Score: Raw -1968552.737713 + Penalty 3171.669110 = -1965381.068604
  nChanged 53
		SP:Iteration 27Q (7926.840000 sec): 3 clusters
  Score: Raw -1968570.664931 + Penalty 3171.669110 = -1965398.995821
  nChanged 51
		SP:Iteration 28Q (7926.880000 sec): 3 clusters
  Score: Raw -1968589.510536 + Penalty 3171.669110 = -1965417.841426
  nChanged 45
		SP:Iteration 29Q (7926.920000 sec): 3 clusters
  Score: Raw -1968606.684647 + Penalty 3171.669110 = -1965435.015537
  nChanged 42
		SP:Iteration 30Q (7926.960000 sec): 3 clusters
  Score: Raw -1968621.001352 + Penalty 3171.669110 = -1965449.332243
  nChanged 38
		SP:Iteration 31Q (7927.000000 sec): 3 clusters
  Score: Raw -1968633.764789 + Penalty 3171.669110 = -1965462.095679
  nChanged 27
		SP:Iteration 32Q (7927.040000 sec): 3 clusters
  Score: Raw -1968641.067497 + Penalty 3171.669110 = -1965469.398387
  nChanged 16
		SP:Iteration 33Q (7927.070000 sec): 3 clusters
  Score: Raw -1968647.293009 + Penalty 3171.669110 = -1965475.623899
  nChanged 19
		SP:Iteration 34Q (7927.110000 sec): 3 clusters
  Score: Raw -1968653.788907 + Penalty 3171.669110 = -1965482.119797
  nChanged 12
		SP:Iteration 35Q (7927.150000 sec): 3 clusters
  Score: Raw -1968657.647865 + Penalty 3171.669110 = -1965485.978755
  nChanged 8
		SP:Iteration 36Q (7927.180000 sec): 3 clusters
  Score: Raw -1968660.332477 + Penalty 3171.669110 = -1965488.663368
  nChanged 9
		SP:Iteration 37Q (7927.220000 sec): 3 clusters
  Score: Raw -1968663.140412 + Penalty 3171.669110 = -1965491.471302
  nChanged 13
		SP:Iteration 38Q (7927.260000 sec): 3 clusters
  Score: Raw -1968667.064745 + Penalty 3171.669110 = -1965495.395636
  nChanged 9
		SP:Iteration 39Q (7927.310000 sec): 3 clusters
  Score: Raw -1968670.249256 + Penalty 3171.669110 = -1965498.580146
  nChanged 11
		SP:Iteration 40F (7927.360000 sec): 3 clusters
  Score: Raw -1968672.679851 + Penalty 3171.669110 = -1965501.010742
  nChanged 4
		SP:Iteration 41Q (7927.410000 sec): 3 clusters
  Score: Raw -1968673.298625 + Penalty 3171.669110 = -1965501.629516
  nChanged 2
		SP:Iteration 42Q (7927.450000 sec): 3 clusters
  Score: Raw -1968673.522301 + Penalty 3171.669110 = -1965501.853191
  nChanged 2
		SP:Iteration 43Q (7927.490000 sec): 3 clusters
  Score: Raw -1968674.023455 + Penalty 3171.669110 = -1965502.354345
  nChanged 1
		SP:Iteration 44Q (7927.530000 sec): 3 clusters
  Score: Raw -1968674.190224 + Penalty 3171.669110 = -1965502.521114
  nChanged 2
		SP:Iteration 45Q (7927.570000 sec): 3 clusters
  Score: Raw -1968674.589965 + Penalty 3171.669110 = -1965502.920855
  nChanged 1
		SP:Iteration 46Q (7927.620000 sec): 3 clusters
  Score: Raw -1968675.122194 + Penalty 3171.669110 = -1965503.453084
  nChanged 2
		SP:Iteration 47Q (7927.670000 sec): 3 clusters
  Score: Raw -1968675.642415 + Penalty 3171.669110 = -1965503.973305
  nChanged 4
		SP:Iteration 48Q (7927.720000 sec): 3 clusters
  Score: Raw -1968676.937211 + Penalty 3171.669110 = -1965505.268101
  nChanged 2
		SP:Iteration 49Q (7927.760000 sec): 3 clusters
  Score: Raw -1968677.368532 + Penalty 3171.669110 = -1965505.699422
  nChanged 2
		SP:Iteration 50Q (7927.790000 sec): 3 clusters
  Score: Raw -1968678.127640 + Penalty 3171.669110 = -1965506.458530
  nChanged 3
		SP:Iteration 51Q (7927.830000 sec): 3 clusters
  Score: Raw -1968678.660191 + Penalty 3171.669110 = -1965506.991081
  nChanged 3
		SP:Iteration 52Q (7927.870000 sec): 3 clusters
  Score: Raw -1968679.475901 + Penalty 3171.669110 = -1965507.806792
  nChanged 2
		SP:Iteration 53Q (7927.910000 sec): 3 clusters
  Score: Raw -1968679.821368 + Penalty 3171.669110 = -1965508.152259
  nChanged 0
		SP:Iteration 54F (7927.940000 sec): 3 clusters
  Score: Raw -1968679.821368 + Penalty 3171.669110 = -1965508.152259
  nChanged 0
Deleting Class 45 (757 points): Lose 2171.389709 but Gain 2297.472980
Iteration 59Q (7950.710000 sec): 57 clusters
  Score: Raw -155688614.116824 + Penalty 128658.486871 = -155559955.629953
  nChanged 19848
Iteration 60F (8019.570000 sec): 57 clusters
  Score: Raw -155701557.980232 + Penalty 128658.486871 = -155572899.493361
  nChanged 15827
Iteration 61Q (8028.600000 sec): 57 clusters
  Score: Raw -155706592.152721 + Penalty 128658.486871 = -155577933.665851
  nChanged 9818
Iteration 62Q (8037.280000 sec): 57 clusters
  Score: Raw -155708998.030059 + Penalty 128658.486871 = -155580339.543188
  nChanged 7573
Iteration 63Q (8045.780000 sec): 57 clusters
  Score: Raw -155710645.536883 + Penalty 128658.486871 = -155581987.050012
  nChanged 6307
Iteration 64Q (8054.520000 sec): 57 clusters
  Score: Raw -155711833.062074 + Penalty 128658.486871 = -155583174.575204
  nChanged 5455
Iteration 65Q (8063.950000 sec): 57 clusters
  Score: Raw -155712766.382804 + Penalty 128658.486871 = -155584107.895933
  nChanged 4803
Iteration 66Q (8072.870000 sec): 57 clusters
  Score: Raw -155713549.177516 + Penalty 128658.486871 = -155584890.690645
  nChanged 4275
Iteration 67Q (8081.070000 sec): 57 clusters
  Score: Raw -155714190.272747 + Penalty 128658.486871 = -155585531.785877
  nChanged 3957
Iteration 68Q (8089.170000 sec): 57 clusters
  Score: Raw -155714752.041483 + Penalty 128658.486871 = -155586093.554612
  nChanged 3649
Iteration 69Q (8097.210000 sec): 57 clusters
  Score: Raw -155715258.414619 + Penalty 128658.486871 = -155586599.927749
  nChanged 3252
Iteration 70Q (8105.080000 sec): 57 clusters
  Score: Raw -155715697.665196 + Penalty 128658.486871 = -155587039.178325
  nChanged 2936
Iteration 71Q (8112.890000 sec): 57 clusters
  Score: Raw -155716096.056425 + Penalty 128658.486871 = -155587437.569554
  nChanged 2799
Iteration 72Q (8120.630000 sec): 57 clusters
  Score: Raw -155716455.813233 + Penalty 128658.486871 = -155587797.326362
  nChanged 2549
Iteration 73Q (8128.370000 sec): 57 clusters
  Score: Raw -155716749.526278 + Penalty 128658.486871 = -155588091.039407
  nChanged 2279
Iteration 74Q (8136.080000 sec): 57 clusters
  Score: Raw -155716997.508974 + Penalty 128658.486871 = -155588339.022104
  nChanged 2076
Iteration 75Q (8143.820000 sec): 57 clusters
  Score: Raw -155717209.621364 + Penalty 128658.486871 = -155588551.134494
  nChanged 1884
Iteration 76Q (8151.490000 sec): 57 clusters
  Score: Raw -155717387.463541 + Penalty 128658.486871 = -155588728.976670
  nChanged 1775
Iteration 77Q (8159.200000 sec): 57 clusters
  Score: Raw -155717548.766640 + Penalty 128658.486871 = -155588890.279769
  nChanged 1695
Iteration 78Q (8166.960000 sec): 57 clusters
  Score: Raw -155717699.327615 + Penalty 128658.486871 = -155589040.840744
  nChanged 1603
Iteration 79Q (8174.710000 sec): 57 clusters
  Score: Raw -155717834.978200 + Penalty 128658.486871 = -155589176.491330
  nChanged 1430
Iteration 80F (8241.760000 sec): 57 clusters
  Score: Raw -155717984.521648 + Penalty 128658.486871 = -155589326.034777
  nChanged 1291
Iteration 81Q (8250.860000 sec): 57 clusters
  Score: Raw -155718093.728169 + Penalty 128658.486871 = -155589435.241298
  nChanged 1252
Iteration 82Q (8260.000000 sec): 57 clusters
  Score: Raw -155718192.793788 + Penalty 128658.486871 = -155589534.306917
  nChanged 1187
Iteration 83Q (8269.380000 sec): 57 clusters
  Score: Raw -155718283.287104 + Penalty 128658.486871 = -155589624.800233
  nChanged 1047
Iteration 84Q (8278.220000 sec): 57 clusters
  Score: Raw -155718356.729341 + Penalty 128658.486871 = -155589698.242470
  nChanged 1044
Iteration 85Q (8286.360000 sec): 57 clusters
  Score: Raw -155718427.684166 + Penalty 128658.486871 = -155589769.197296
  nChanged 907
Iteration 86Q (8294.480000 sec): 57 clusters
  Score: Raw -155718493.262376 + Penalty 128658.486871 = -155589834.775506
  nChanged 836
Iteration 87Q (8302.620000 sec): 57 clusters
  Score: Raw -155718542.149463 + Penalty 128658.486871 = -155589883.662593
  nChanged 792
Iteration 88Q (8310.660000 sec): 57 clusters
  Score: Raw -155718585.562875 + Penalty 128658.486871 = -155589927.076004
  nChanged 713
Iteration 89Q (8318.740000 sec): 57 clusters
  Score: Raw -155718623.944163 + Penalty 128658.486871 = -155589965.457293
  nChanged 696
Iteration 90Q (8327.410000 sec): 57 clusters
  Score: Raw -155718663.656674 + Penalty 128658.486871 = -155590005.169803
  nChanged 631
Iteration 91Q (8336.390000 sec): 57 clusters
  Score: Raw -155718697.654745 + Penalty 128658.486871 = -155590039.167874
  nChanged 558
Iteration 92Q (8345.520000 sec): 57 clusters
  Score: Raw -155718729.076533 + Penalty 128658.486871 = -155590070.589662
  nChanged 544
Iteration 93Q (8354.580000 sec): 57 clusters
  Score: Raw -155718759.923950 + Penalty 128658.486871 = -155590101.437080
  nChanged 485
Iteration 94Q (8363.700000 sec): 57 clusters
  Score: Raw -155718785.347815 + Penalty 128658.486871 = -155590126.860944
  nChanged 474
Iteration 95Q (8372.040000 sec): 57 clusters
  Score: Raw -155718812.146866 + Penalty 128658.486871 = -155590153.659995
  nChanged 448
Iteration 96Q (8379.890000 sec): 57 clusters
  Score: Raw -155718842.630513 + Penalty 128658.486871 = -155590184.143643
  nChanged 400
Iteration 97Q (8387.810000 sec): 57 clusters
  Score: Raw -155718868.050836 + Penalty 128658.486871 = -155590209.563966
  nChanged 359
Iteration 98Q (8395.700000 sec): 57 clusters
  Score: Raw -155718892.617140 + Penalty 128658.486871 = -155590234.130269
  nChanged 327
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155718892.617140 + Penalty 128658.486871 = -155590234.130269
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (62105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8396.080000 sec): 2 clusters
  Score: Raw -7203766.727489 + Penalty 1793.444539 = -7201973.282950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8396.240000 sec): 3 clusters
  Score: Raw -7163879.332102 + Penalty 3586.889078 = -7160292.443023
  nChanged 29398
		SP:Iteration 1F (8396.390000 sec): 3 clusters
  Score: Raw -7181017.964609 + Penalty 3586.889078 = -7177431.075531
  nChanged 2588
		SP:Iteration 2Q (8396.560000 sec): 3 clusters
  Score: Raw -7181947.007630 + Penalty 3586.889078 = -7178360.118551
  nChanged 2938
		SP:Iteration 3Q (8396.720000 sec): 3 clusters
  Score: Raw -7183196.365135 + Penalty 3586.889078 = -7179609.476056
  nChanged 3199
		SP:Iteration 4F (8396.870000 sec): 3 clusters
  Score: Raw -7184703.539029 + Penalty 3586.889078 = -7181116.649951
  nChanged 3519
		SP:Iteration 5F (8397.030000 sec): 3 clusters
  Score: Raw -7186432.343171 + Penalty 3586.889078 = -7182845.454092
  nChanged 3525
		SP:Iteration 6F (8397.190000 sec): 3 clusters
  Score: Raw -7188171.095531 + Penalty 3586.889078 = -7184584.206452
  nChanged 3425
		SP:Iteration 7F (8397.350000 sec): 3 clusters
  Score: Raw -7189747.027366 + Penalty 3586.889078 = -7186160.138288
  nChanged 3032
		SP:Iteration 8Q (8397.510000 sec): 3 clusters
  Score: Raw -7191050.287333 + Penalty 3586.889078 = -7187463.398254
  nChanged 2646
		SP:Iteration 9Q (8397.660000 sec): 3 clusters
  Score: Raw -7192007.769803 + Penalty 3586.889078 = -7188420.880724
  nChanged 2084
		SP:Iteration 10Q (8397.820000 sec): 3 clusters
  Score: Raw -7192608.296713 + Penalty 3586.889078 = -7189021.407634
  nChanged 1668
		SP:Iteration 11Q (8397.980000 sec): 3 clusters
  Score: Raw -7193050.960340 + Penalty 3586.889078 = -7189464.071261
  nChanged 1409
		SP:Iteration 12Q (8398.140000 sec): 3 clusters
  Score: Raw -7193402.057123 + Penalty 3586.889078 = -7189815.168045
  nChanged 1247
		SP:Iteration 13Q (8398.300000 sec): 3 clusters
  Score: Raw -7193696.818569 + Penalty 3586.889078 = -7190109.929490
  nChanged 1140
		SP:Iteration 14Q (8398.460000 sec): 3 clusters
  Score: Raw -7193960.427841 + Penalty 3586.889078 = -7190373.538762
  nChanged 1188
		SP:Iteration 15Q (8398.610000 sec): 3 clusters
  Score: Raw -7194247.698800 + Penalty 3586.889078 = -7190660.809722
  nChanged 1340
		SP:Iteration 16Q (8398.770000 sec): 3 clusters
  Score: Raw -7194580.460270 + Penalty 3586.889078 = -7190993.571191
  nChanged 1485
		SP:Iteration 17Q (8398.920000 sec): 3 clusters
  Score: Raw -7194973.062212 + Penalty 3586.889078 = -7191386.173133
  nChanged 1637
		SP:Iteration 18Q (8399.080000 sec): 3 clusters
  Score: Raw -7195447.905663 + Penalty 3586.889078 = -7191861.016585
  nChanged 1802
		SP:Iteration 19Q (8399.230000 sec): 3 clusters
  Score: Raw -7196001.646166 + Penalty 3586.889078 = -7192414.757087
  nChanged 1950
		SP:Iteration 20F (8399.390000 sec): 3 clusters
  Score: Raw -7196666.044883 + Penalty 3586.889078 = -7193079.155805
  nChanged 2122
		SP:Iteration 21Q (8399.550000 sec): 3 clusters
  Score: Raw -7197445.582034 + Penalty 3586.889078 = -7193858.692955
  nChanged 2138
		SP:Iteration 22Q (8399.690000 sec): 3 clusters
  Score: Raw -7198286.290861 + Penalty 3586.889078 = -7194699.401783
  nChanged 2125
		SP:Iteration 23Q (8399.840000 sec): 3 clusters
  Score: Raw -7199146.647478 + Penalty 3586.889078 = -7195559.758400
  nChanged 1995
		SP:Iteration 24Q (8399.990000 sec): 3 clusters
  Score: Raw -7199968.067688 + Penalty 3586.889078 = -7196381.178609
  nChanged 1851
		SP:Iteration 25Q (8400.130000 sec): 3 clusters
  Score: Raw -7200747.364002 + Penalty 3586.889078 = -7197160.474924
  nChanged 1578
		SP:Iteration 26Q (8400.270000 sec): 3 clusters
  Score: Raw -7201409.896504 + Penalty 3586.889078 = -7197823.007426
  nChanged 1349
		SP:Iteration 27Q (8400.400000 sec): 3 clusters
  Score: Raw -7201972.369936 + Penalty 3586.889078 = -7198385.480857
  nChanged 1185
		SP:Iteration 28Q (8400.540000 sec): 3 clusters
  Score: Raw -7202467.568550 + Penalty 3586.889078 = -7198880.679471
  nChanged 937
		SP:Iteration 29Q (8400.670000 sec): 3 clusters
  Score: Raw -7202866.107807 + Penalty 3586.889078 = -7199279.218728
  nChanged 743
		SP:Iteration 30Q (8400.790000 sec): 3 clusters
  Score: Raw -7203175.310395 + Penalty 3586.889078 = -7199588.421317
  nChanged 574
		SP:Iteration 31Q (8400.920000 sec): 3 clusters
  Score: Raw -7203394.603129 + Penalty 3586.889078 = -7199807.714051
  nChanged 420
		SP:Iteration 32Q (8401.050000 sec): 3 clusters
  Score: Raw -7203539.033414 + Penalty 3586.889078 = -7199952.144335
  nChanged 296
		SP:Iteration 33Q (8401.170000 sec): 3 clusters
  Score: Raw -7203646.704711 + Penalty 3586.889078 = -7200059.815633
  nChanged 228
		SP:Iteration 34Q (8401.290000 sec): 3 clusters
  Score: Raw -7203725.240376 + Penalty 3586.889078 = -7200138.351297
  nChanged 173
		SP:Iteration 35Q (8401.410000 sec): 3 clusters
  Score: Raw -7203786.804313 + Penalty 3586.889078 = -7200199.915234
  nChanged 146
		SP:Iteration 36Q (8401.530000 sec): 3 clusters
  Score: Raw -7203838.018619 + Penalty 3586.889078 = -7200251.129541
  nChanged 114
		SP:Iteration 37Q (8401.640000 sec): 3 clusters
  Score: Raw -7203874.081793 + Penalty 3586.889078 = -7200287.192715
  nChanged 93
		SP:Iteration 38Q (8401.760000 sec): 3 clusters
  Score: Raw -7203900.709887 + Penalty 3586.889078 = -7200313.820809
  nChanged 66
		SP:Iteration 39Q (8401.880000 sec): 3 clusters
  Score: Raw -7203919.488111 + Penalty 3586.889078 = -7200332.599032
  nChanged 60
		SP:Iteration 40F (8402.030000 sec): 3 clusters
  Score: Raw -7203936.957230 + Penalty 3586.889078 = -7200350.068152
  nChanged 55
		SP:Iteration 41Q (8402.150000 sec): 3 clusters
  Score: Raw -7203952.765955 + Penalty 3586.889078 = -7200365.876876
  nChanged 47
		SP:Iteration 42Q (8402.260000 sec): 3 clusters
  Score: Raw -7203965.106844 + Penalty 3586.889078 = -7200378.217765
  nChanged 38
		SP:Iteration 43Q (8402.380000 sec): 3 clusters
  Score: Raw -7203977.074730 + Penalty 3586.889078 = -7200390.185652
  nChanged 42
		SP:Iteration 44Q (8402.500000 sec): 3 clusters
  Score: Raw -7203987.365408 + Penalty 3586.889078 = -7200400.476329
  nChanged 32
		SP:Iteration 45Q (8402.610000 sec): 3 clusters
  Score: Raw -7203999.225421 + Penalty 3586.889078 = -7200412.336343
  nChanged 35
		SP:Iteration 46Q (8402.720000 sec): 3 clusters
  Score: Raw -7204011.635258 + Penalty 3586.889078 = -7200424.746180
  nChanged 33
		SP:Iteration 47Q (8402.840000 sec): 3 clusters
  Score: Raw -7204021.112449 + Penalty 3586.889078 = -7200434.223370
  nChanged 31
		SP:Iteration 48Q (8402.960000 sec): 3 clusters
  Score: Raw -7204030.722462 + Penalty 3586.889078 = -7200443.833383
  nChanged 24
		SP:Iteration 49Q (8403.070000 sec): 3 clusters
  Score: Raw -7204038.992996 + Penalty 3586.889078 = -7200452.103918
  nChanged 25
		SP:Iteration 50Q (8403.180000 sec): 3 clusters
  Score: Raw -7204046.608893 + Penalty 3586.889078 = -7200459.719814
  nChanged 20
		SP:Iteration 51Q (8403.290000 sec): 3 clusters
  Score: Raw -7204053.231070 + Penalty 3586.889078 = -7200466.341992
  nChanged 24
		SP:Iteration 52Q (8403.400000 sec): 3 clusters
  Score: Raw -7204061.198443 + Penalty 3586.889078 = -7200474.309364
  nChanged 26
		SP:Iteration 53Q (8403.520000 sec): 3 clusters
  Score: Raw -7204068.648578 + Penalty 3586.889078 = -7200481.759499
  nChanged 25
		SP:Iteration 54Q (8403.640000 sec): 3 clusters
  Score: Raw -7204076.206553 + Penalty 3586.889078 = -7200489.317474
  nChanged 23
		SP:Iteration 55Q (8403.750000 sec): 3 clusters
  Score: Raw -7204083.709433 + Penalty 3586.889078 = -7200496.820354
  nChanged 15
		SP:Iteration 56Q (8403.860000 sec): 3 clusters
  Score: Raw -7204087.706140 + Penalty 3586.889078 = -7200500.817062
  nChanged 14
		SP:Iteration 57Q (8403.980000 sec): 3 clusters
  Score: Raw -7204092.649605 + Penalty 3586.889078 = -7200505.760526
  nChanged 16
		SP:Iteration 58Q (8404.090000 sec): 3 clusters
  Score: Raw -7204097.697603 + Penalty 3586.889078 = -7200510.808525
  nChanged 8
		SP:Iteration 59Q (8404.200000 sec): 3 clusters
  Score: Raw -7204100.773591 + Penalty 3586.889078 = -7200513.884512
  nChanged 8
		SP:Iteration 60F (8404.350000 sec): 3 clusters
  Score: Raw -7204103.792438 + Penalty 3586.889078 = -7200516.903360
  nChanged 11
		SP:Iteration 61Q (8404.470000 sec): 3 clusters
  Score: Raw -7204106.689009 + Penalty 3586.889078 = -7200519.799930
  nChanged 10
		SP:Iteration 62Q (8404.580000 sec): 3 clusters
  Score: Raw -7204110.187606 + Penalty 3586.889078 = -7200523.298527
  nChanged 10
		SP:Iteration 63Q (8404.690000 sec): 3 clusters
  Score: Raw -7204113.262229 + Penalty 3586.889078 = -7200526.373150
  nChanged 9
		SP:Iteration 64Q (8404.800000 sec): 3 clusters
  Score: Raw -7204116.028243 + Penalty 3586.889078 = -7200529.139164
  nChanged 8
		SP:Iteration 65Q (8404.910000 sec): 3 clusters
  Score: Raw -7204117.977086 + Penalty 3586.889078 = -7200531.088007
  nChanged 5
		SP:Iteration 66Q (8405.030000 sec): 3 clusters
  Score: Raw -7204119.446239 + Penalty 3586.889078 = -7200532.557160
  nChanged 8
		SP:Iteration 67Q (8405.140000 sec): 3 clusters
  Score: Raw -7204121.349646 + Penalty 3586.889078 = -7200534.460568
  nChanged 10
		SP:Iteration 68Q (8405.250000 sec): 3 clusters
  Score: Raw -7204124.712874 + Penalty 3586.889078 = -7200537.823795
  nChanged 10
		SP:Iteration 69Q (8405.360000 sec): 3 clusters
  Score: Raw -7204127.044917 + Penalty 3586.889078 = -7200540.155838
  nChanged 4
		SP:Iteration 70Q (8405.470000 sec): 3 clusters
  Score: Raw -7204128.379617 + Penalty 3586.889078 = -7200541.490538
  nChanged 3
		SP:Iteration 71Q (8405.580000 sec): 3 clusters
  Score: Raw -7204129.109287 + Penalty 3586.889078 = -7200542.220208
  nChanged 1
		SP:Iteration 72Q (8405.700000 sec): 3 clusters
  Score: Raw -7204129.360537 + Penalty 3586.889078 = -7200542.471459
  nChanged 1
		SP:Iteration 73Q (8405.800000 sec): 3 clusters
  Score: Raw -7204129.587536 + Penalty 3586.889078 = -7200542.698457
  nChanged 3
		SP:Iteration 74Q (8405.920000 sec): 3 clusters
  Score: Raw -7204130.151033 + Penalty 3586.889078 = -7200543.261955
  nChanged 1
		SP:Iteration 75Q (8406.030000 sec): 3 clusters
  Score: Raw -7204130.437646 + Penalty 3586.889078 = -7200543.548568
  nChanged 1
		SP:Iteration 76Q (8406.140000 sec): 3 clusters
  Score: Raw -7204130.593084 + Penalty 3586.889078 = -7200543.704005
  nChanged 0
		SP:Iteration 77F (8406.300000 sec): 3 clusters
  Score: Raw -7204130.593084 + Penalty 3586.889078 = -7200543.704005
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8406.330000 sec): 2 clusters
  Score: Raw -59240.138425 + Penalty 1051.001043 = -58189.137382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8406.330000 sec): 3 clusters
  Score: Raw -59210.373614 + Penalty 2102.002086 = -57108.371528
  nChanged 180
		SP:Iteration 1F (8406.330000 sec): 3 clusters
  Score: Raw -59562.848256 + Penalty 2102.002086 = -57460.846170
  nChanged 69
		SP:Iteration 2F (8406.330000 sec): 3 clusters
  Score: Raw -59761.980810 + Penalty 2102.002086 = -57659.978724
  nChanged 38
		SP:Iteration 3F (8406.340000 sec): 3 clusters
  Score: Raw -59898.056348 + Penalty 2102.002086 = -57796.054262
  nChanged 38
		SP:Iteration 4F (8406.340000 sec): 3 clusters
  Score: Raw -60127.443721 + Penalty 2102.002086 = -58025.441635
  nChanged 38
		SP:Iteration 5F (8406.340000 sec): 3 clusters
  Score: Raw -60359.677785 + Penalty 2102.002086 = -58257.675699
  nChanged 25
		SP:Iteration 6Q (8406.340000 sec): 3 clusters
  Score: Raw -60493.613440 + Penalty 2102.002086 = -58391.611354
  nChanged 28
		SP:Iteration 7Q (8406.340000 sec): 3 clusters
  Score: Raw -60673.339930 + Penalty 2102.002086 = -58571.337844
  nChanged 17
		SP:Iteration 8Q (8406.340000 sec): 3 clusters
  Score: Raw -60758.728215 + Penalty 2102.002086 = -58656.726129
  nChanged 17
		SP:Iteration 9Q (8406.340000 sec): 3 clusters
  Score: Raw -60902.273205 + Penalty 2102.002086 = -58800.271119
  nChanged 18
		SP:Iteration 10Q (8406.340000 sec): 3 clusters
  Score: Raw -61086.872481 + Penalty 2102.002086 = -58984.870395
  nChanged 17
		SP:Iteration 11Q (8406.340000 sec): 3 clusters
  Score: Raw -61290.738126 + Penalty 2102.002086 = -59188.736040
  nChanged 7
		SP:Iteration 12Q (8406.340000 sec): 3 clusters
  Score: Raw -61492.570081 + Penalty 2102.002086 = -59390.567995
  nChanged 4
		SP:Iteration 13Q (8406.350000 sec): 3 clusters
  Score: Raw -61582.480280 + Penalty 2102.002086 = -59480.478194
  nChanged 2
		SP:Iteration 14Q (8406.350000 sec): 3 clusters
  Score: Raw -61595.581132 + Penalty 2102.002086 = -59493.579046
  nChanged 0
		SP:Iteration 15F (8406.350000 sec): 3 clusters
  Score: Raw -61595.581132 + Penalty 2102.002086 = -59493.579046
  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 12.55 GB.

 Trying to split cluster 3 (3867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8406.370000 sec): 2 clusters
  Score: Raw -438850.569997 + Penalty 1342.288072 = -437508.281925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8406.380000 sec): 3 clusters
  Score: Raw -436929.218024 + Penalty 2684.576145 = -434244.641879
  nChanged 1495
		SP:Iteration 1F (8406.380000 sec): 3 clusters
  Score: Raw -437764.529206 + Penalty 2684.576145 = -435079.953061
  nChanged 325
		SP:Iteration 2F (8406.400000 sec): 3 clusters
  Score: Raw -437983.283992 + Penalty 2684.576145 = -435298.707848
  nChanged 230
		SP:Iteration 3F (8406.400000 sec): 3 clusters
  Score: Raw -438145.051116 + Penalty 2684.576145 = -435460.474971
  nChanged 198
		SP:Iteration 4F (8406.410000 sec): 3 clusters
  Score: Raw -438283.450390 + Penalty 2684.576145 = -435598.874245
  nChanged 187
		SP:Iteration 5Q (8406.420000 sec): 3 clusters
  Score: Raw -438385.639839 + Penalty 2684.576145 = -435701.063694
  nChanged 129
		SP:Iteration 6Q (8406.430000 sec): 3 clusters
  Score: Raw -438460.674098 + Penalty 2684.576145 = -435776.097954
  nChanged 125
		SP:Iteration 7Q (8406.440000 sec): 3 clusters
  Score: Raw -438538.399115 + Penalty 2684.576145 = -435853.822970
  nChanged 113
		SP:Iteration 8Q (8406.450000 sec): 3 clusters
  Score: Raw -438598.023461 + Penalty 2684.576145 = -435913.447316
  nChanged 103
		SP:Iteration 9Q (8406.460000 sec): 3 clusters
  Score: Raw -438652.519612 + Penalty 2684.576145 = -435967.943468
  nChanged 96
		SP:Iteration 10Q (8406.460000 sec): 3 clusters
  Score: Raw -438706.205435 + Penalty 2684.576145 = -436021.629290
  nChanged 77
		SP:Iteration 11Q (8406.480000 sec): 3 clusters
  Score: Raw -438744.568029 + Penalty 2684.576145 = -436059.991884
  nChanged 58
		SP:Iteration 12Q (8406.480000 sec): 3 clusters
  Score: Raw -438769.212724 + Penalty 2684.576145 = -436084.636580
  nChanged 50
		SP:Iteration 13Q (8406.490000 sec): 3 clusters
  Score: Raw -438791.579416 + Penalty 2684.576145 = -436107.003271
  nChanged 48
		SP:Iteration 14Q (8406.500000 sec): 3 clusters
  Score: Raw -438815.144459 + Penalty 2684.576145 = -436130.568314
  nChanged 44
		SP:Iteration 15Q (8406.510000 sec): 3 clusters
  Score: Raw -438839.485039 + Penalty 2684.576145 = -436154.908895
  nChanged 54
		SP:Iteration 16Q (8406.520000 sec): 3 clusters
  Score: Raw -438869.073255 + Penalty 2684.576145 = -436184.497111
  nChanged 51
		SP:Iteration 17Q (8406.530000 sec): 3 clusters
  Score: Raw -438904.663993 + Penalty 2684.576145 = -436220.087849
  nChanged 49
		SP:Iteration 18Q (8406.540000 sec): 3 clusters
  Score: Raw -438941.538420 + Penalty 2684.576145 = -436256.962275
  nChanged 64
		SP:Iteration 19Q (8406.540000 sec): 3 clusters
  Score: Raw -438992.839571 + Penalty 2684.576145 = -436308.263426
  nChanged 63
		SP:Iteration 20F (8406.560000 sec): 3 clusters
  Score: Raw -439053.804974 + Penalty 2684.576145 = -436369.228829
  nChanged 66
		SP:Iteration 21Q (8406.560000 sec): 3 clusters
  Score: Raw -439109.073765 + Penalty 2684.576145 = -436424.497620
  nChanged 50
		SP:Iteration 22Q (8406.570000 sec): 3 clusters
  Score: Raw -439146.095308 + Penalty 2684.576145 = -436461.519163
  nChanged 56
		SP:Iteration 23Q (8406.580000 sec): 3 clusters
  Score: Raw -439183.971216 + Penalty 2684.576145 = -436499.395071
  nChanged 55
		SP:Iteration 24Q (8406.590000 sec): 3 clusters
  Score: Raw -439215.833784 + Penalty 2684.576145 = -436531.257640
  nChanged 39
		SP:Iteration 25Q (8406.600000 sec): 3 clusters
  Score: Raw -439244.248081 + Penalty 2684.576145 = -436559.671936
  nChanged 54
		SP:Iteration 26Q (8406.610000 sec): 3 clusters
  Score: Raw -439284.643777 + Penalty 2684.576145 = -436600.067632
  nChanged 53
		SP:Iteration 27Q (8406.610000 sec): 3 clusters
  Score: Raw -439317.490132 + Penalty 2684.576145 = -436632.913988
  nChanged 46
		SP:Iteration 28Q (8406.620000 sec): 3 clusters
  Score: Raw -439341.131327 + Penalty 2684.576145 = -436656.555183
  nChanged 38
		SP:Iteration 29Q (8406.630000 sec): 3 clusters
  Score: Raw -439361.033231 + Penalty 2684.576145 = -436676.457087
  nChanged 33
		SP:Iteration 30Q (8406.640000 sec): 3 clusters
  Score: Raw -439376.685439 + Penalty 2684.576145 = -436692.109295
  nChanged 26
		SP:Iteration 31Q (8406.650000 sec): 3 clusters
  Score: Raw -439387.872874 + Penalty 2684.576145 = -436703.296729
  nChanged 16
		SP:Iteration 32Q (8406.660000 sec): 3 clusters
  Score: Raw -439393.923239 + Penalty 2684.576145 = -436709.347094
  nChanged 7
		SP:Iteration 33Q (8406.660000 sec): 3 clusters
  Score: Raw -439395.845387 + Penalty 2684.576145 = -436711.269242
  nChanged 6
		SP:Iteration 34Q (8406.670000 sec): 3 clusters
  Score: Raw -439397.360184 + Penalty 2684.576145 = -436712.784039
  nChanged 4
		SP:Iteration 35Q (8406.680000 sec): 3 clusters
  Score: Raw -439398.315847 + Penalty 2684.576145 = -436713.739702
  nChanged 3
		SP:Iteration 36Q (8406.690000 sec): 3 clusters
  Score: Raw -439398.911069 + Penalty 2684.576145 = -436714.334924
  nChanged 2
		SP:Iteration 37Q (8406.700000 sec): 3 clusters
  Score: Raw -439399.283645 + Penalty 2684.576145 = -436714.707500
  nChanged 1
		SP:Iteration 38Q (8406.710000 sec): 3 clusters
  Score: Raw -439399.603310 + Penalty 2684.576145 = -436715.027165
  nChanged 1
		SP:Iteration 39Q (8406.720000 sec): 3 clusters
  Score: Raw -439399.962610 + Penalty 2684.576145 = -436715.386466
  nChanged 2
		SP:Iteration 40F (8406.720000 sec): 3 clusters
  Score: Raw -439400.732953 + Penalty 2684.576145 = -436716.156809
  nChanged 2
		SP:Iteration 41Q (8406.730000 sec): 3 clusters
  Score: Raw -439401.756121 + Penalty 2684.576145 = -436717.179976
  nChanged 2
		SP:Iteration 42Q (8406.740000 sec): 3 clusters
  Score: Raw -439402.587999 + Penalty 2684.576145 = -436718.011854
  nChanged 1
		SP:Iteration 43Q (8406.750000 sec): 3 clusters
  Score: Raw -439403.066584 + Penalty 2684.576145 = -436718.490440
  nChanged 2
		SP:Iteration 44Q (8406.760000 sec): 3 clusters
  Score: Raw -439403.566061 + Penalty 2684.576145 = -436718.989917
  nChanged 1
		SP:Iteration 45Q (8406.770000 sec): 3 clusters
  Score: Raw -439403.879385 + Penalty 2684.576145 = -436719.303240
  nChanged 0
		SP:Iteration 46F (8406.780000 sec): 3 clusters
  Score: Raw -439403.879385 + Penalty 2684.576145 = -436719.303240
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (1446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8406.780000 sec): 2 clusters
  Score: Raw -154791.235245 + Penalty 1182.440415 = -153608.794830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8406.790000 sec): 3 clusters
  Score: Raw -154257.684869 + Penalty 2364.880831 = -151892.804038
  nChanged 482
		SP:Iteration 1F (8406.790000 sec): 3 clusters
  Score: Raw -154779.250675 + Penalty 2364.880831 = -152414.369844
  nChanged 170
		SP:Iteration 2F (8406.800000 sec): 3 clusters
  Score: Raw -155072.218325 + Penalty 2364.880831 = -152707.337494
  nChanged 130
		SP:Iteration 3F (8406.800000 sec): 3 clusters
  Score: Raw -155412.766886 + Penalty 2364.880831 = -153047.886055
  nChanged 99
		SP:Iteration 4F (8406.800000 sec): 3 clusters
  Score: Raw -155829.130754 + Penalty 2364.880831 = -153464.249923
  nChanged 73
		SP:Iteration 5F (8406.800000 sec): 3 clusters
  Score: Raw -155980.756180 + Penalty 2364.880831 = -153615.875349
  nChanged 57
		SP:Iteration 6Q (8406.810000 sec): 3 clusters
  Score: Raw -156115.033697 + Penalty 2364.880831 = -153750.152866
  nChanged 50
		SP:Iteration 7Q (8406.810000 sec): 3 clusters
  Score: Raw -156212.906103 + Penalty 2364.880831 = -153848.025272
  nChanged 30
		SP:Iteration 8Q (8406.810000 sec): 3 clusters
  Score: Raw -156277.606492 + Penalty 2364.880831 = -153912.725661
  nChanged 17
		SP:Iteration 9Q (8406.820000 sec): 3 clusters
  Score: Raw -156314.664981 + Penalty 2364.880831 = -153949.784150
  nChanged 14
		SP:Iteration 10Q (8406.820000 sec): 3 clusters
  Score: Raw -156335.751265 + Penalty 2364.880831 = -153970.870434
  nChanged 6
		SP:Iteration 11Q (8406.820000 sec): 3 clusters
  Score: Raw -156343.824592 + Penalty 2364.880831 = -153978.943761
  nChanged 8
		SP:Iteration 12Q (8406.820000 sec): 3 clusters
  Score: Raw -156354.229507 + Penalty 2364.880831 = -153989.348676
  nChanged 5
		SP:Iteration 13Q (8406.830000 sec): 3 clusters
  Score: Raw -156365.399006 + Penalty 2364.880831 = -154000.518176
  nChanged 8
		SP:Iteration 14Q (8406.830000 sec): 3 clusters
  Score: Raw -156392.492335 + Penalty 2364.880831 = -154027.611504
  nChanged 9
		SP:Iteration 15Q (8406.830000 sec): 3 clusters
  Score: Raw -156433.209979 + Penalty 2364.880831 = -154068.329148
  nChanged 9
		SP:Iteration 16Q (8406.840000 sec): 3 clusters
  Score: Raw -156493.234022 + Penalty 2364.880831 = -154128.353191
  nChanged 9
		SP:Iteration 17Q (8406.840000 sec): 3 clusters
  Score: Raw -156541.009365 + Penalty 2364.880831 = -154176.128534
  nChanged 9
		SP:Iteration 18Q (8406.840000 sec): 3 clusters
  Score: Raw -156580.032969 + Penalty 2364.880831 = -154215.152138
  nChanged 3
		SP:Iteration 19Q (8406.840000 sec): 3 clusters
  Score: Raw -156590.139123 + Penalty 2364.880831 = -154225.258292
  nChanged 2
		SP:Iteration 20F (8406.840000 sec): 3 clusters
  Score: Raw -156596.560379 + Penalty 2364.880831 = -154231.679548
  nChanged 1
		SP:Iteration 21Q (8406.850000 sec): 3 clusters
  Score: Raw -156596.958591 + Penalty 2364.880831 = -154232.077760
  nChanged 0
		SP:Iteration 22F (8406.850000 sec): 3 clusters
  Score: Raw -156596.958591 + Penalty 2364.880831 = -154232.077760
  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 12.55 GB.

 Trying to split cluster 5 (13537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8406.900000 sec): 2 clusters
  Score: Raw -1511085.580084 + Penalty 1545.892068 = -1509539.688016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8406.930000 sec): 3 clusters
  Score: Raw -1503123.582912 + Penalty 3091.784136 = -1500031.798776
  nChanged 6021
		SP:Iteration 1F (8406.960000 sec): 3 clusters
  Score: Raw -1506565.279390 + Penalty 3091.784136 = -1503473.495254
  nChanged 928
		SP:Iteration 2F (8406.990000 sec): 3 clusters
  Score: Raw -1507079.777551 + Penalty 3091.784136 = -1503987.993416
  nChanged 867
		SP:Iteration 3F (8407.020000 sec): 3 clusters
  Score: Raw -1507564.037291 + Penalty 3091.784136 = -1504472.253155
  nChanged 829
		SP:Iteration 4F (8407.060000 sec): 3 clusters
  Score: Raw -1508049.755498 + Penalty 3091.784136 = -1504957.971363
  nChanged 755
		SP:Iteration 5F (8407.090000 sec): 3 clusters
  Score: Raw -1508493.600467 + Penalty 3091.784136 = -1505401.816331
  nChanged 668
		SP:Iteration 6Q (8407.120000 sec): 3 clusters
  Score: Raw -1508899.403665 + Penalty 3091.784136 = -1505807.619530
  nChanged 559
		SP:Iteration 7Q (8407.160000 sec): 3 clusters
  Score: Raw -1509227.750566 + Penalty 3091.784136 = -1506135.966431
  nChanged 496
		SP:Iteration 8Q (8407.190000 sec): 3 clusters
  Score: Raw -1509517.046071 + Penalty 3091.784136 = -1506425.261935
  nChanged 423
		SP:Iteration 9Q (8407.220000 sec): 3 clusters
  Score: Raw -1509775.144901 + Penalty 3091.784136 = -1506683.360765
  nChanged 378
		SP:Iteration 10Q (8407.250000 sec): 3 clusters
  Score: Raw -1510036.225088 + Penalty 3091.784136 = -1506944.440952
  nChanged 328
		SP:Iteration 11Q (8407.280000 sec): 3 clusters
  Score: Raw -1510266.893050 + Penalty 3091.784136 = -1507175.108915
  nChanged 295
		SP:Iteration 12Q (8407.310000 sec): 3 clusters
  Score: Raw -1510485.451024 + Penalty 3091.784136 = -1507393.666889
  nChanged 243
		SP:Iteration 13Q (8407.340000 sec): 3 clusters
  Score: Raw -1510692.861715 + Penalty 3091.784136 = -1507601.077579
  nChanged 223
		SP:Iteration 14Q (8407.380000 sec): 3 clusters
  Score: Raw -1510831.177742 + Penalty 3091.784136 = -1507739.393607
  nChanged 174
		SP:Iteration 15Q (8407.410000 sec): 3 clusters
  Score: Raw -1510939.298145 + Penalty 3091.784136 = -1507847.514009
  nChanged 132
		SP:Iteration 16Q (8407.430000 sec): 3 clusters
  Score: Raw -1511010.834909 + Penalty 3091.784136 = -1507919.050773
  nChanged 127
		SP:Iteration 17Q (8407.460000 sec): 3 clusters
  Score: Raw -1511072.904361 + Penalty 3091.784136 = -1507981.120225
  nChanged 103
		SP:Iteration 18Q (8407.490000 sec): 3 clusters
  Score: Raw -1511125.182390 + Penalty 3091.784136 = -1508033.398254
  nChanged 95
		SP:Iteration 19Q (8407.510000 sec): 3 clusters
  Score: Raw -1511171.617974 + Penalty 3091.784136 = -1508079.833839
  nChanged 96
		SP:Iteration 20F (8407.540000 sec): 3 clusters
  Score: Raw -1511219.538481 + Penalty 3091.784136 = -1508127.754345
  nChanged 90
		SP:Iteration 21Q (8407.570000 sec): 3 clusters
  Score: Raw -1511261.228116 + Penalty 3091.784136 = -1508169.443980
  nChanged 75
		SP:Iteration 22Q (8407.590000 sec): 3 clusters
  Score: Raw -1511297.731662 + Penalty 3091.784136 = -1508205.947527
  nChanged 70
		SP:Iteration 23Q (8407.620000 sec): 3 clusters
  Score: Raw -1511327.475532 + Penalty 3091.784136 = -1508235.691397
  nChanged 58
		SP:Iteration 24Q (8407.640000 sec): 3 clusters
  Score: Raw -1511347.102015 + Penalty 3091.784136 = -1508255.317879
  nChanged 52
		SP:Iteration 25Q (8407.670000 sec): 3 clusters
  Score: Raw -1511364.539177 + Penalty 3091.784136 = -1508272.755041
  nChanged 49
		SP:Iteration 26Q (8407.690000 sec): 3 clusters
  Score: Raw -1511385.731637 + Penalty 3091.784136 = -1508293.947502
  nChanged 60
		SP:Iteration 27Q (8407.720000 sec): 3 clusters
  Score: Raw -1511409.392979 + Penalty 3091.784136 = -1508317.608843
  nChanged 53
		SP:Iteration 28Q (8407.750000 sec): 3 clusters
  Score: Raw -1511432.048256 + Penalty 3091.784136 = -1508340.264120
  nChanged 45
		SP:Iteration 29Q (8407.770000 sec): 3 clusters
  Score: Raw -1511450.989109 + Penalty 3091.784136 = -1508359.204974
  nChanged 40
		SP:Iteration 30Q (8407.790000 sec): 3 clusters
  Score: Raw -1511465.262355 + Penalty 3091.784136 = -1508373.478219
  nChanged 34
		SP:Iteration 31Q (8407.820000 sec): 3 clusters
  Score: Raw -1511477.988764 + Penalty 3091.784136 = -1508386.204628
  nChanged 36
		SP:Iteration 32Q (8407.850000 sec): 3 clusters
  Score: Raw -1511495.044539 + Penalty 3091.784136 = -1508403.260404
  nChanged 38
		SP:Iteration 33Q (8407.870000 sec): 3 clusters
  Score: Raw -1511510.153965 + Penalty 3091.784136 = -1508418.369829
  nChanged 31
		SP:Iteration 34Q (8407.890000 sec): 3 clusters
  Score: Raw -1511522.486307 + Penalty 3091.784136 = -1508430.702171
  nChanged 26
		SP:Iteration 35Q (8407.920000 sec): 3 clusters
  Score: Raw -1511535.701206 + Penalty 3091.784136 = -1508443.917070
  nChanged 28
		SP:Iteration 36Q (8407.940000 sec): 3 clusters
  Score: Raw -1511548.440184 + Penalty 3091.784136 = -1508456.656048
  nChanged 30
		SP:Iteration 37Q (8407.970000 sec): 3 clusters
  Score: Raw -1511560.278939 + Penalty 3091.784136 = -1508468.494803
  nChanged 26
		SP:Iteration 38Q (8407.990000 sec): 3 clusters
  Score: Raw -1511576.303206 + Penalty 3091.784136 = -1508484.519070
  nChanged 30
		SP:Iteration 39Q (8408.010000 sec): 3 clusters
  Score: Raw -1511596.508408 + Penalty 3091.784136 = -1508504.724272
  nChanged 30
		SP:Iteration 40F (8408.040000 sec): 3 clusters
  Score: Raw -1511616.267359 + Penalty 3091.784136 = -1508524.483223
  nChanged 31
		SP:Iteration 41Q (8408.070000 sec): 3 clusters
  Score: Raw -1511633.417376 + Penalty 3091.784136 = -1508541.633240
  nChanged 29
		SP:Iteration 42Q (8408.090000 sec): 3 clusters
  Score: Raw -1511647.007567 + Penalty 3091.784136 = -1508555.223432
  nChanged 25
		SP:Iteration 43Q (8408.110000 sec): 3 clusters
  Score: Raw -1511660.029718 + Penalty 3091.784136 = -1508568.245582
  nChanged 17
		SP:Iteration 44Q (8408.140000 sec): 3 clusters
  Score: Raw -1511666.678699 + Penalty 3091.784136 = -1508574.894564
  nChanged 11
		SP:Iteration 45Q (8408.160000 sec): 3 clusters
  Score: Raw -1511673.316074 + Penalty 3091.784136 = -1508581.531938
  nChanged 9
		SP:Iteration 46Q (8408.190000 sec): 3 clusters
  Score: Raw -1511679.119016 + Penalty 3091.784136 = -1508587.334880
  nChanged 14
		SP:Iteration 47Q (8408.210000 sec): 3 clusters
  Score: Raw -1511685.337614 + Penalty 3091.784136 = -1508593.553478
  nChanged 12
		SP:Iteration 48Q (8408.230000 sec): 3 clusters
  Score: Raw -1511689.773925 + Penalty 3091.784136 = -1508597.989789
  nChanged 2
		SP:Iteration 49Q (8408.250000 sec): 3 clusters
  Score: Raw -1511690.804569 + Penalty 3091.784136 = -1508599.020434
  nChanged 3
		SP:Iteration 50Q (8408.280000 sec): 3 clusters
  Score: Raw -1511692.270898 + Penalty 3091.784136 = -1508600.486762
  nChanged 4
		SP:Iteration 51Q (8408.300000 sec): 3 clusters
  Score: Raw -1511693.520292 + Penalty 3091.784136 = -1508601.736156
  nChanged 2
		SP:Iteration 52Q (8408.330000 sec): 3 clusters
  Score: Raw -1511694.231412 + Penalty 3091.784136 = -1508602.447276
  nChanged 3
		SP:Iteration 53Q (8408.350000 sec): 3 clusters
  Score: Raw -1511695.639395 + Penalty 3091.784136 = -1508603.855259
  nChanged 0
		SP:Iteration 54F (8408.380000 sec): 3 clusters
  Score: Raw -1511695.639395 + Penalty 3091.784136 = -1508603.855259
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (12249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8408.410000 sec): 2 clusters
  Score: Raw -1364519.621916 + Penalty 1529.644932 = -1362989.976985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8408.450000 sec): 3 clusters
  Score: Raw -1357322.599287 + Penalty 3059.289863 = -1354263.309424
  nChanged 5515
		SP:Iteration 1F (8408.470000 sec): 3 clusters
  Score: Raw -1360534.632386 + Penalty 3059.289863 = -1357475.342523
  nChanged 851
		SP:Iteration 2F (8408.510000 sec): 3 clusters
  Score: Raw -1361012.521579 + Penalty 3059.289863 = -1357953.231715
  nChanged 735
		SP:Iteration 3F (8408.540000 sec): 3 clusters
  Score: Raw -1361450.374645 + Penalty 3059.289863 = -1358391.084782
  nChanged 732
		SP:Iteration 4F (8408.570000 sec): 3 clusters
  Score: Raw -1361890.964086 + Penalty 3059.289863 = -1358831.674222
  nChanged 718
		SP:Iteration 5F (8408.600000 sec): 3 clusters
  Score: Raw -1362294.868456 + Penalty 3059.289863 = -1359235.578593
  nChanged 650
		SP:Iteration 6F (8408.630000 sec): 3 clusters
  Score: Raw -1362645.273554 + Penalty 3059.289863 = -1359585.983691
  nChanged 591
		SP:Iteration 7Q (8408.660000 sec): 3 clusters
  Score: Raw -1362949.750603 + Penalty 3059.289863 = -1359890.460740
  nChanged 502
		SP:Iteration 8Q (8408.690000 sec): 3 clusters
  Score: Raw -1363197.583988 + Penalty 3059.289863 = -1360138.294125
  nChanged 449
		SP:Iteration 9Q (8408.720000 sec): 3 clusters
  Score: Raw -1363417.634546 + Penalty 3059.289863 = -1360358.344683
  nChanged 390
		SP:Iteration 10Q (8408.750000 sec): 3 clusters
  Score: Raw -1363586.635126 + Penalty 3059.289863 = -1360527.345263
  nChanged 347
		SP:Iteration 11Q (8408.770000 sec): 3 clusters
  Score: Raw -1363734.803566 + Penalty 3059.289863 = -1360675.513703
  nChanged 298
		SP:Iteration 12Q (8408.800000 sec): 3 clusters
  Score: Raw -1363856.427015 + Penalty 3059.289863 = -1360797.137151
  nChanged 248
		SP:Iteration 13Q (8408.830000 sec): 3 clusters
  Score: Raw -1363956.306948 + Penalty 3059.289863 = -1360897.017085
  nChanged 198
		SP:Iteration 14Q (8408.850000 sec): 3 clusters
  Score: Raw -1364032.999454 + Penalty 3059.289863 = -1360973.709590
  nChanged 166
		SP:Iteration 15Q (8408.880000 sec): 3 clusters
  Score: Raw -1364098.012066 + Penalty 3059.289863 = -1361038.722202
  nChanged 155
		SP:Iteration 16Q (8408.910000 sec): 3 clusters
  Score: Raw -1364156.861181 + Penalty 3059.289863 = -1361097.571317
  nChanged 133
		SP:Iteration 17Q (8408.940000 sec): 3 clusters
  Score: Raw -1364197.055334 + Penalty 3059.289863 = -1361137.765470
  nChanged 113
		SP:Iteration 18Q (8408.970000 sec): 3 clusters
  Score: Raw -1364229.207066 + Penalty 3059.289863 = -1361169.917202
  nChanged 90
		SP:Iteration 19Q (8408.990000 sec): 3 clusters
  Score: Raw -1364255.096264 + Penalty 3059.289863 = -1361195.806400
  nChanged 85
		SP:Iteration 20F (8409.020000 sec): 3 clusters
  Score: Raw -1364282.205438 + Penalty 3059.289863 = -1361222.915575
  nChanged 86
		SP:Iteration 21Q (8409.050000 sec): 3 clusters
  Score: Raw -1364311.285004 + Penalty 3059.289863 = -1361251.995141
  nChanged 83
		SP:Iteration 22Q (8409.080000 sec): 3 clusters
  Score: Raw -1364338.147803 + Penalty 3059.289863 = -1361278.857939
  nChanged 90
		SP:Iteration 23Q (8409.110000 sec): 3 clusters
  Score: Raw -1364368.465738 + Penalty 3059.289863 = -1361309.175875
  nChanged 89
		SP:Iteration 24Q (8409.130000 sec): 3 clusters
  Score: Raw -1364395.990389 + Penalty 3059.289863 = -1361336.700526
  nChanged 87
		SP:Iteration 25Q (8409.160000 sec): 3 clusters
  Score: Raw -1364423.508116 + Penalty 3059.289863 = -1361364.218252
  nChanged 83
		SP:Iteration 26Q (8409.190000 sec): 3 clusters
  Score: Raw -1364443.786388 + Penalty 3059.289863 = -1361384.496525
  nChanged 70
		SP:Iteration 27Q (8409.210000 sec): 3 clusters
  Score: Raw -1364461.291028 + Penalty 3059.289863 = -1361402.001164
  nChanged 71
		SP:Iteration 28Q (8409.240000 sec): 3 clusters
  Score: Raw -1364476.186238 + Penalty 3059.289863 = -1361416.896375
  nChanged 62
		SP:Iteration 29Q (8409.270000 sec): 3 clusters
  Score: Raw -1364489.047883 + Penalty 3059.289863 = -1361429.758020
  nChanged 54
		SP:Iteration 30Q (8409.290000 sec): 3 clusters
  Score: Raw -1364501.229887 + Penalty 3059.289863 = -1361441.940023
  nChanged 57
		SP:Iteration 31Q (8409.320000 sec): 3 clusters
  Score: Raw -1364512.872136 + Penalty 3059.289863 = -1361453.582272
  nChanged 53
		SP:Iteration 32Q (8409.340000 sec): 3 clusters
  Score: Raw -1364525.148736 + Penalty 3059.289863 = -1361465.858872
  nChanged 54
		SP:Iteration 33Q (8409.370000 sec): 3 clusters
  Score: Raw -1364537.078983 + Penalty 3059.289863 = -1361477.789119
  nChanged 57
		SP:Iteration 34Q (8409.390000 sec): 3 clusters
  Score: Raw -1364548.205428 + Penalty 3059.289863 = -1361488.915564
  nChanged 45
		SP:Iteration 35Q (8409.420000 sec): 3 clusters
  Score: Raw -1364556.464572 + Penalty 3059.289863 = -1361497.174709
  nChanged 44
		SP:Iteration 36Q (8409.450000 sec): 3 clusters
  Score: Raw -1364565.931173 + Penalty 3059.289863 = -1361506.641310
  nChanged 42
		SP:Iteration 37Q (8409.470000 sec): 3 clusters
  Score: Raw -1364574.393943 + Penalty 3059.289863 = -1361515.104079
  nChanged 38
		SP:Iteration 38Q (8409.500000 sec): 3 clusters
  Score: Raw -1364582.218042 + Penalty 3059.289863 = -1361522.928179
  nChanged 39
		SP:Iteration 39Q (8409.520000 sec): 3 clusters
  Score: Raw -1364590.754398 + Penalty 3059.289863 = -1361531.464534
  nChanged 33
		SP:Iteration 40F (8409.550000 sec): 3 clusters
  Score: Raw -1364598.330394 + Penalty 3059.289863 = -1361539.040530
  nChanged 36
		SP:Iteration 41Q (8409.570000 sec): 3 clusters
  Score: Raw -1364606.927079 + Penalty 3059.289863 = -1361547.637215
  nChanged 40
		SP:Iteration 42Q (8409.600000 sec): 3 clusters
  Score: Raw -1364613.909277 + Penalty 3059.289863 = -1361554.619413
  nChanged 37
		SP:Iteration 43Q (8409.630000 sec): 3 clusters
  Score: Raw -1364620.857852 + Penalty 3059.289863 = -1361561.567989
  nChanged 31
		SP:Iteration 44Q (8409.650000 sec): 3 clusters
  Score: Raw -1364629.582353 + Penalty 3059.289863 = -1361570.292489
  nChanged 31
		SP:Iteration 45Q (8409.680000 sec): 3 clusters
  Score: Raw -1364639.919938 + Penalty 3059.289863 = -1361580.630074
  nChanged 42
		SP:Iteration 46Q (8409.700000 sec): 3 clusters
  Score: Raw -1364653.328422 + Penalty 3059.289863 = -1361594.038558
  nChanged 42
		SP:Iteration 47Q (8409.730000 sec): 3 clusters
  Score: Raw -1364668.138680 + Penalty 3059.289863 = -1361608.848817
  nChanged 37
		SP:Iteration 48Q (8409.750000 sec): 3 clusters
  Score: Raw -1364679.138217 + Penalty 3059.289863 = -1361619.848353
  nChanged 35
		SP:Iteration 49Q (8409.780000 sec): 3 clusters
  Score: Raw -1364688.138101 + Penalty 3059.289863 = -1361628.848238
  nChanged 34
		SP:Iteration 50Q (8409.800000 sec): 3 clusters
  Score: Raw -1364696.703440 + Penalty 3059.289863 = -1361637.413576
  nChanged 27
		SP:Iteration 51Q (8409.830000 sec): 3 clusters
  Score: Raw -1364701.494138 + Penalty 3059.289863 = -1361642.204275
  nChanged 27
		SP:Iteration 52Q (8409.850000 sec): 3 clusters
  Score: Raw -1364706.819756 + Penalty 3059.289863 = -1361647.529892
  nChanged 24
		SP:Iteration 53Q (8409.870000 sec): 3 clusters
  Score: Raw -1364712.039389 + Penalty 3059.289863 = -1361652.749525
  nChanged 24
		SP:Iteration 54Q (8409.900000 sec): 3 clusters
  Score: Raw -1364716.254306 + Penalty 3059.289863 = -1361656.964442
  nChanged 19
		SP:Iteration 55Q (8409.920000 sec): 3 clusters
  Score: Raw -1364718.531896 + Penalty 3059.289863 = -1361659.242033
  nChanged 10
		SP:Iteration 56Q (8409.950000 sec): 3 clusters
  Score: Raw -1364720.010850 + Penalty 3059.289863 = -1361660.720986
  nChanged 13
		SP:Iteration 57Q (8409.970000 sec): 3 clusters
  Score: Raw -1364721.977794 + Penalty 3059.289863 = -1361662.687931
  nChanged 14
		SP:Iteration 58Q (8410.000000 sec): 3 clusters
  Score: Raw -1364723.926738 + Penalty 3059.289863 = -1361664.636874
  nChanged 8
		SP:Iteration 59Q (8410.020000 sec): 3 clusters
  Score: Raw -1364725.170089 + Penalty 3059.289863 = -1361665.880226
  nChanged 12
		SP:Iteration 60F (8410.050000 sec): 3 clusters
  Score: Raw -1364727.469299 + Penalty 3059.289863 = -1361668.179435
  nChanged 14
		SP:Iteration 61Q (8410.070000 sec): 3 clusters
  Score: Raw -1364728.879367 + Penalty 3059.289863 = -1361669.589504
  nChanged 12
		SP:Iteration 62Q (8410.100000 sec): 3 clusters
  Score: Raw -1364730.832921 + Penalty 3059.289863 = -1361671.543057
  nChanged 18
		SP:Iteration 63Q (8410.120000 sec): 3 clusters
  Score: Raw -1364734.594009 + Penalty 3059.289863 = -1361675.304146
  nChanged 12
		SP:Iteration 64Q (8410.150000 sec): 3 clusters
  Score: Raw -1364736.252720 + Penalty 3059.289863 = -1361676.962857
  nChanged 10
		SP:Iteration 65Q (8410.170000 sec): 3 clusters
  Score: Raw -1364737.884261 + Penalty 3059.289863 = -1361678.594398
  nChanged 8
		SP:Iteration 66Q (8410.190000 sec): 3 clusters
  Score: Raw -1364739.003510 + Penalty 3059.289863 = -1361679.713646
  nChanged 10
		SP:Iteration 67Q (8410.220000 sec): 3 clusters
  Score: Raw -1364740.893559 + Penalty 3059.289863 = -1361681.603696
  nChanged 11
		SP:Iteration 68Q (8410.240000 sec): 3 clusters
  Score: Raw -1364742.697238 + Penalty 3059.289863 = -1361683.407375
  nChanged 7
		SP:Iteration 69Q (8410.270000 sec): 3 clusters
  Score: Raw -1364743.678947 + Penalty 3059.289863 = -1361684.389084
  nChanged 6
		SP:Iteration 70Q (8410.290000 sec): 3 clusters
  Score: Raw -1364744.461950 + Penalty 3059.289863 = -1361685.172086
  nChanged 7
		SP:Iteration 71Q (8410.310000 sec): 3 clusters
  Score: Raw -1364745.453045 + Penalty 3059.289863 = -1361686.163181
  nChanged 8
		SP:Iteration 72Q (8410.340000 sec): 3 clusters
  Score: Raw -1364747.089803 + Penalty 3059.289863 = -1361687.799939
  nChanged 10
		SP:Iteration 73Q (8410.360000 sec): 3 clusters
  Score: Raw -1364748.643032 + Penalty 3059.289863 = -1361689.353169
  nChanged 9
		SP:Iteration 74Q (8410.390000 sec): 3 clusters
  Score: Raw -1364750.045164 + Penalty 3059.289863 = -1361690.755301
  nChanged 10
		SP:Iteration 75Q (8410.410000 sec): 3 clusters
  Score: Raw -1364751.118631 + Penalty 3059.289863 = -1361691.828768
  nChanged 5
		SP:Iteration 76Q (8410.440000 sec): 3 clusters
  Score: Raw -1364751.746373 + Penalty 3059.289863 = -1361692.456509
  nChanged 4
		SP:Iteration 77Q (8410.460000 sec): 3 clusters
  Score: Raw -1364752.254316 + Penalty 3059.289863 = -1361692.964453
  nChanged 5
		SP:Iteration 78Q (8410.490000 sec): 3 clusters
  Score: Raw -1364752.909871 + Penalty 3059.289863 = -1361693.620007
  nChanged 4
		SP:Iteration 79Q (8410.510000 sec): 3 clusters
  Score: Raw -1364753.565055 + Penalty 3059.289863 = -1361694.275191
  nChanged 1
		SP:Iteration 80F (8410.540000 sec): 3 clusters
  Score: Raw -1364753.611319 + Penalty 3059.289863 = -1361694.321456
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8410.570000 sec): 2 clusters
  Score: Raw -1214246.772518 + Penalty 1501.909029 = -1212744.863488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8410.590000 sec): 3 clusters
  Score: Raw -1208338.906091 + Penalty 3003.818059 = -1205335.088032
  nChanged 4526
		SP:Iteration 1F (8410.610000 sec): 3 clusters
  Score: Raw -1210812.970381 + Penalty 3003.818059 = -1207809.152322
  nChanged 638
		SP:Iteration 2F (8410.640000 sec): 3 clusters
  Score: Raw -1211123.616629 + Penalty 3003.818059 = -1208119.798571
  nChanged 589
		SP:Iteration 3F (8410.660000 sec): 3 clusters
  Score: Raw -1211410.728748 + Penalty 3003.818059 = -1208406.910690
  nChanged 491
		SP:Iteration 4Q (8410.690000 sec): 3 clusters
  Score: Raw -1211674.030917 + Penalty 3003.818059 = -1208670.212858
  nChanged 517
		SP:Iteration 5F (8410.710000 sec): 3 clusters
  Score: Raw -1211962.461200 + Penalty 3003.818059 = -1208958.643141
  nChanged 475
		SP:Iteration 6Q (8410.740000 sec): 3 clusters
  Score: Raw -1212270.131560 + Penalty 3003.818059 = -1209266.313501
  nChanged 495
		SP:Iteration 7Q (8410.760000 sec): 3 clusters
  Score: Raw -1212642.232255 + Penalty 3003.818059 = -1209638.414197
  nChanged 521
		SP:Iteration 8F (8410.790000 sec): 3 clusters
  Score: Raw -1213003.191437 + Penalty 3003.818059 = -1209999.373379
  nChanged 477
		SP:Iteration 9Q (8410.810000 sec): 3 clusters
  Score: Raw -1213285.979975 + Penalty 3003.818059 = -1210282.161916
  nChanged 390
		SP:Iteration 10Q (8410.830000 sec): 3 clusters
  Score: Raw -1213486.610495 + Penalty 3003.818059 = -1210482.792436
  nChanged 313
		SP:Iteration 11Q (8410.850000 sec): 3 clusters
  Score: Raw -1213626.761032 + Penalty 3003.818059 = -1210622.942973
  nChanged 248
		SP:Iteration 12Q (8410.880000 sec): 3 clusters
  Score: Raw -1213720.880664 + Penalty 3003.818059 = -1210717.062606
  nChanged 184
		SP:Iteration 13Q (8410.900000 sec): 3 clusters
  Score: Raw -1213781.256545 + Penalty 3003.818059 = -1210777.438486
  nChanged 161
		SP:Iteration 14Q (8410.920000 sec): 3 clusters
  Score: Raw -1213836.702070 + Penalty 3003.818059 = -1210832.884012
  nChanged 149
		SP:Iteration 15Q (8410.950000 sec): 3 clusters
  Score: Raw -1213884.436019 + Penalty 3003.818059 = -1210880.617960
  nChanged 133
		SP:Iteration 16Q (8410.970000 sec): 3 clusters
  Score: Raw -1213926.092052 + Penalty 3003.818059 = -1210922.273993
  nChanged 111
		SP:Iteration 17Q (8410.990000 sec): 3 clusters
  Score: Raw -1213958.026284 + Penalty 3003.818059 = -1210954.208226
  nChanged 101
		SP:Iteration 18Q (8411.020000 sec): 3 clusters
  Score: Raw -1213987.594806 + Penalty 3003.818059 = -1210983.776747
  nChanged 88
		SP:Iteration 19Q (8411.050000 sec): 3 clusters
  Score: Raw -1214011.223274 + Penalty 3003.818059 = -1211007.405215
  nChanged 93
		SP:Iteration 20F (8411.070000 sec): 3 clusters
  Score: Raw -1214038.220398 + Penalty 3003.818059 = -1211034.402340
  nChanged 93
		SP:Iteration 21Q (8411.090000 sec): 3 clusters
  Score: Raw -1214061.548973 + Penalty 3003.818059 = -1211057.730915
  nChanged 80
		SP:Iteration 22Q (8411.120000 sec): 3 clusters
  Score: Raw -1214085.956906 + Penalty 3003.818059 = -1211082.138847
  nChanged 91
		SP:Iteration 23Q (8411.140000 sec): 3 clusters
  Score: Raw -1214112.958178 + Penalty 3003.818059 = -1211109.140120
  nChanged 91
		SP:Iteration 24Q (8411.160000 sec): 3 clusters
  Score: Raw -1214142.789348 + Penalty 3003.818059 = -1211138.971290
  nChanged 93
		SP:Iteration 25Q (8411.180000 sec): 3 clusters
  Score: Raw -1214174.706669 + Penalty 3003.818059 = -1211170.888610
  nChanged 88
		SP:Iteration 26Q (8411.210000 sec): 3 clusters
  Score: Raw -1214203.791563 + Penalty 3003.818059 = -1211199.973505
  nChanged 74
		SP:Iteration 27Q (8411.230000 sec): 3 clusters
  Score: Raw -1214228.728152 + Penalty 3003.818059 = -1211224.910093
  nChanged 92
		SP:Iteration 28Q (8411.250000 sec): 3 clusters
  Score: Raw -1214255.958626 + Penalty 3003.818059 = -1211252.140567
  nChanged 82
		SP:Iteration 29Q (8411.290000 sec): 3 clusters
  Score: Raw -1214281.933171 + Penalty 3003.818059 = -1211278.115113
  nChanged 83
		SP:Iteration 30Q (8411.320000 sec): 3 clusters
  Score: Raw -1214310.619269 + Penalty 3003.818059 = -1211306.801210
  nChanged 83
		SP:Iteration 31Q (8411.340000 sec): 3 clusters
  Score: Raw -1214335.038262 + Penalty 3003.818059 = -1211331.220203
  nChanged 74
		SP:Iteration 32Q (8411.360000 sec): 3 clusters
  Score: Raw -1214355.338746 + Penalty 3003.818059 = -1211351.520687
  nChanged 72
		SP:Iteration 33Q (8411.380000 sec): 3 clusters
  Score: Raw -1214373.780743 + Penalty 3003.818059 = -1211369.962684
  nChanged 58
		SP:Iteration 34Q (8411.400000 sec): 3 clusters
  Score: Raw -1214390.644974 + Penalty 3003.818059 = -1211386.826915
  nChanged 57
		SP:Iteration 35Q (8411.430000 sec): 3 clusters
  Score: Raw -1214405.352138 + Penalty 3003.818059 = -1211401.534080
  nChanged 53
		SP:Iteration 36Q (8411.450000 sec): 3 clusters
  Score: Raw -1214420.235972 + Penalty 3003.818059 = -1211416.417914
  nChanged 54
		SP:Iteration 37Q (8411.470000 sec): 3 clusters
  Score: Raw -1214434.980969 + Penalty 3003.818059 = -1211431.162910
  nChanged 54
		SP:Iteration 38Q (8411.490000 sec): 3 clusters
  Score: Raw -1214450.327648 + Penalty 3003.818059 = -1211446.509589
  nChanged 46
		SP:Iteration 39Q (8411.510000 sec): 3 clusters
  Score: Raw -1214460.788621 + Penalty 3003.818059 = -1211456.970562
  nChanged 41
		SP:Iteration 40F (8411.540000 sec): 3 clusters
  Score: Raw -1214468.590196 + Penalty 3003.818059 = -1211464.772137
  nChanged 25
		SP:Iteration 41Q (8411.560000 sec): 3 clusters
  Score: Raw -1214473.541020 + Penalty 3003.818059 = -1211469.722962
  nChanged 21
		SP:Iteration 42Q (8411.580000 sec): 3 clusters
  Score: Raw -1214477.352362 + Penalty 3003.818059 = -1211473.534303
  nChanged 18
		SP:Iteration 43Q (8411.600000 sec): 3 clusters
  Score: Raw -1214481.602050 + Penalty 3003.818059 = -1211477.783992
  nChanged 28
		SP:Iteration 44Q (8411.620000 sec): 3 clusters
  Score: Raw -1214488.018284 + Penalty 3003.818059 = -1211484.200226
  nChanged 26
		SP:Iteration 45Q (8411.650000 sec): 3 clusters
  Score: Raw -1214492.856221 + Penalty 3003.818059 = -1211489.038162
  nChanged 23
		SP:Iteration 46Q (8411.670000 sec): 3 clusters
  Score: Raw -1214498.406506 + Penalty 3003.818059 = -1211494.588447
  nChanged 21
		SP:Iteration 47Q (8411.680000 sec): 3 clusters
  Score: Raw -1214504.230814 + Penalty 3003.818059 = -1211500.412755
  nChanged 28
		SP:Iteration 48Q (8411.700000 sec): 3 clusters
  Score: Raw -1214512.274908 + Penalty 3003.818059 = -1211508.456849
  nChanged 25
		SP:Iteration 49Q (8411.720000 sec): 3 clusters
  Score: Raw -1214517.941070 + Penalty 3003.818059 = -1211514.123012
  nChanged 17
		SP:Iteration 50Q (8411.740000 sec): 3 clusters
  Score: Raw -1214521.220961 + Penalty 3003.818059 = -1211517.402902
  nChanged 16
		SP:Iteration 51Q (8411.760000 sec): 3 clusters
  Score: Raw -1214526.061056 + Penalty 3003.818059 = -1211522.242997
  nChanged 20
		SP:Iteration 52Q (8411.780000 sec): 3 clusters
  Score: Raw -1214530.634807 + Penalty 3003.818059 = -1211526.816748
  nChanged 20
		SP:Iteration 53Q (8411.800000 sec): 3 clusters
  Score: Raw -1214535.399881 + Penalty 3003.818059 = -1211531.581823
  nChanged 27
		SP:Iteration 54Q (8411.820000 sec): 3 clusters
  Score: Raw -1214544.388357 + Penalty 3003.818059 = -1211540.570299
  nChanged 38
		SP:Iteration 55Q (8411.850000 sec): 3 clusters
  Score: Raw -1214557.152330 + Penalty 3003.818059 = -1211553.334271
  nChanged 35
		SP:Iteration 56Q (8411.870000 sec): 3 clusters
  Score: Raw -1214569.156318 + Penalty 3003.818059 = -1211565.338260
  nChanged 42
		SP:Iteration 57Q (8411.890000 sec): 3 clusters
  Score: Raw -1214582.079472 + Penalty 3003.818059 = -1211578.261414
  nChanged 42
		SP:Iteration 58Q (8411.910000 sec): 3 clusters
  Score: Raw -1214596.228471 + Penalty 3003.818059 = -1211592.410413
  nChanged 38
		SP:Iteration 59Q (8411.930000 sec): 3 clusters
  Score: Raw -1214608.954457 + Penalty 3003.818059 = -1211605.136398
  nChanged 31
		SP:Iteration 60F (8411.960000 sec): 3 clusters
  Score: Raw -1214619.500065 + Penalty 3003.818059 = -1211615.682006
  nChanged 29
		SP:Iteration 61Q (8411.980000 sec): 3 clusters
  Score: Raw -1214627.913338 + Penalty 3003.818059 = -1211624.095279
  nChanged 27
		SP:Iteration 62Q (8412.000000 sec): 3 clusters
  Score: Raw -1214633.883803 + Penalty 3003.818059 = -1211630.065744
  nChanged 22
		SP:Iteration 63Q (8412.020000 sec): 3 clusters
  Score: Raw -1214639.726504 + Penalty 3003.818059 = -1211635.908445
  nChanged 19
		SP:Iteration 64Q (8412.040000 sec): 3 clusters
  Score: Raw -1214644.723014 + Penalty 3003.818059 = -1211640.904955
  nChanged 26
		SP:Iteration 65Q (8412.060000 sec): 3 clusters
  Score: Raw -1214652.610430 + Penalty 3003.818059 = -1211648.792372
  nChanged 31
		SP:Iteration 66Q (8412.080000 sec): 3 clusters
  Score: Raw -1214661.193128 + Penalty 3003.818059 = -1211657.375069
  nChanged 24
		SP:Iteration 67Q (8412.100000 sec): 3 clusters
  Score: Raw -1214667.642197 + Penalty 3003.818059 = -1211663.824139
  nChanged 19
		SP:Iteration 68Q (8412.110000 sec): 3 clusters
  Score: Raw -1214671.506643 + Penalty 3003.818059 = -1211667.688585
  nChanged 13
		SP:Iteration 69Q (8412.130000 sec): 3 clusters
  Score: Raw -1214674.652082 + Penalty 3003.818059 = -1211670.834024
  nChanged 15
		SP:Iteration 70Q (8412.150000 sec): 3 clusters
  Score: Raw -1214680.038330 + Penalty 3003.818059 = -1211676.220271
  nChanged 19
		SP:Iteration 71Q (8412.170000 sec): 3 clusters
  Score: Raw -1214684.745118 + Penalty 3003.818059 = -1211680.927060
  nChanged 19
		SP:Iteration 72Q (8412.190000 sec): 3 clusters
  Score: Raw -1214689.848411 + Penalty 3003.818059 = -1211686.030353
  nChanged 20
		SP:Iteration 73Q (8412.210000 sec): 3 clusters
  Score: Raw -1214695.327882 + Penalty 3003.818059 = -1211691.509823
  nChanged 17
		SP:Iteration 74Q (8412.230000 sec): 3 clusters
  Score: Raw -1214699.979707 + Penalty 3003.818059 = -1211696.161648
  nChanged 11
		SP:Iteration 75Q (8412.250000 sec): 3 clusters
  Score: Raw -1214703.153615 + Penalty 3003.818059 = -1211699.335556
  nChanged 6
		SP:Iteration 76Q (8412.270000 sec): 3 clusters
  Score: Raw -1214704.609745 + Penalty 3003.818059 = -1211700.791686
  nChanged 3
		SP:Iteration 77Q (8412.290000 sec): 3 clusters
  Score: Raw -1214705.328520 + Penalty 3003.818059 = -1211701.510461
  nChanged 1
		SP:Iteration 78Q (8412.310000 sec): 3 clusters
  Score: Raw -1214705.550875 + Penalty 3003.818059 = -1211701.732816
  nChanged 2
		SP:Iteration 79Q (8412.330000 sec): 3 clusters
  Score: Raw -1214705.958691 + Penalty 3003.818059 = -1211702.140633
  nChanged 3
		SP:Iteration 80F (8412.350000 sec): 3 clusters
  Score: Raw -1214706.696899 + Penalty 3003.818059 = -1211702.878840
  nChanged 6
		SP:Iteration 81Q (8412.370000 sec): 3 clusters
  Score: Raw -1214708.889583 + Penalty 3003.818059 = -1211705.071524
  nChanged 3
		SP:Iteration 82Q (8412.390000 sec): 3 clusters
  Score: Raw -1214709.376868 + Penalty 3003.818059 = -1211705.558809
  nChanged 1
		SP:Iteration 83Q (8412.410000 sec): 3 clusters
  Score: Raw -1214709.586253 + Penalty 3003.818059 = -1211705.768194
  nChanged 2
		SP:Iteration 84Q (8412.430000 sec): 3 clusters
  Score: Raw -1214710.094888 + Penalty 3003.818059 = -1211706.276830
  nChanged 2
		SP:Iteration 85Q (8412.450000 sec): 3 clusters
  Score: Raw -1214710.431292 + Penalty 3003.818059 = -1211706.613233
  nChanged 1
		SP:Iteration 86Q (8412.470000 sec): 3 clusters
  Score: Raw -1214710.933983 + Penalty 3003.818059 = -1211707.115924
  nChanged 0
		SP:Iteration 87F (8412.490000 sec): 3 clusters
  Score: Raw -1214710.933983 + Penalty 3003.818059 = -1211707.115924
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (21720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8412.550000 sec): 2 clusters
  Score: Raw -2504275.901471 + Penalty 1622.723176 = -2502653.178295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8412.600000 sec): 3 clusters
  Score: Raw -2491173.299838 + Penalty 3245.446352 = -2487927.853486
  nChanged 9778
		SP:Iteration 1F (8412.650000 sec): 3 clusters
  Score: Raw -2496653.963583 + Penalty 3245.446352 = -2493408.517231
  nChanged 1352
		SP:Iteration 2F (8412.710000 sec): 3 clusters
  Score: Raw -2497359.708884 + Penalty 3245.446352 = -2494114.262533
  nChanged 1490
		SP:Iteration 3F (8412.760000 sec): 3 clusters
  Score: Raw -2498286.002373 + Penalty 3245.446352 = -2495040.556022
  nChanged 1564
		SP:Iteration 4F (8412.810000 sec): 3 clusters
  Score: Raw -2499353.033919 + Penalty 3245.446352 = -2496107.587568
  nChanged 1529
		SP:Iteration 5F (8412.860000 sec): 3 clusters
  Score: Raw -2500381.614576 + Penalty 3245.446352 = -2497136.168225
  nChanged 1368
		SP:Iteration 6F (8412.910000 sec): 3 clusters
  Score: Raw -2501184.812422 + Penalty 3245.446352 = -2497939.366071
  nChanged 1128
		SP:Iteration 7F (8412.970000 sec): 3 clusters
  Score: Raw -2501720.052484 + Penalty 3245.446352 = -2498474.606132
  nChanged 824
		SP:Iteration 8Q (8413.030000 sec): 3 clusters
  Score: Raw -2502017.529278 + Penalty 3245.446352 = -2498772.082926
  nChanged 611
		SP:Iteration 9Q (8413.080000 sec): 3 clusters
  Score: Raw -2502185.678567 + Penalty 3245.446352 = -2498940.232215
  nChanged 402
		SP:Iteration 10Q (8413.130000 sec): 3 clusters
  Score: Raw -2502266.460386 + Penalty 3245.446352 = -2499021.014035
  nChanged 274
		SP:Iteration 11Q (8413.180000 sec): 3 clusters
  Score: Raw -2502306.359579 + Penalty 3245.446352 = -2499060.913228
  nChanged 193
		SP:Iteration 12Q (8413.230000 sec): 3 clusters
  Score: Raw -2502330.972904 + Penalty 3245.446352 = -2499085.526553
  nChanged 135
		SP:Iteration 13Q (8413.290000 sec): 3 clusters
  Score: Raw -2502345.673692 + Penalty 3245.446352 = -2499100.227340
  nChanged 93
		SP:Iteration 14Q (8413.340000 sec): 3 clusters
  Score: Raw -2502355.385472 + Penalty 3245.446352 = -2499109.939120
  nChanged 95
		SP:Iteration 15Q (8413.390000 sec): 3 clusters
  Score: Raw -2502363.986504 + Penalty 3245.446352 = -2499118.540152
  nChanged 69
		SP:Iteration 16Q (8413.440000 sec): 3 clusters
  Score: Raw -2502369.338517 + Penalty 3245.446352 = -2499123.892166
  nChanged 52
		SP:Iteration 17Q (8413.500000 sec): 3 clusters
  Score: Raw -2502373.380341 + Penalty 3245.446352 = -2499127.933990
  nChanged 51
		SP:Iteration 18Q (8413.550000 sec): 3 clusters
  Score: Raw -2502376.694659 + Penalty 3245.446352 = -2499131.248307
  nChanged 43
		SP:Iteration 19Q (8413.600000 sec): 3 clusters
  Score: Raw -2502379.786642 + Penalty 3245.446352 = -2499134.340291
  nChanged 37
		SP:Iteration 20F (8413.650000 sec): 3 clusters
  Score: Raw -2502381.994900 + Penalty 3245.446352 = -2499136.548549
  nChanged 25
		SP:Iteration 21Q (8413.710000 sec): 3 clusters
  Score: Raw -2502383.344013 + Penalty 3245.446352 = -2499137.897662
  nChanged 20
		SP:Iteration 22Q (8413.760000 sec): 3 clusters
  Score: Raw -2502384.328267 + Penalty 3245.446352 = -2499138.881915
  nChanged 18
		SP:Iteration 23Q (8413.810000 sec): 3 clusters
  Score: Raw -2502385.162015 + Penalty 3245.446352 = -2499139.715663
  nChanged 22
		SP:Iteration 24Q (8413.870000 sec): 3 clusters
  Score: Raw -2502386.258558 + Penalty 3245.446352 = -2499140.812207
  nChanged 19
		SP:Iteration 25Q (8413.920000 sec): 3 clusters
  Score: Raw -2502387.241428 + Penalty 3245.446352 = -2499141.795077
  nChanged 19
		SP:Iteration 26Q (8413.970000 sec): 3 clusters
  Score: Raw -2502388.369853 + Penalty 3245.446352 = -2499142.923501
  nChanged 19
		SP:Iteration 27Q (8414.020000 sec): 3 clusters
  Score: Raw -2502389.525498 + Penalty 3245.446352 = -2499144.079147
  nChanged 22
		SP:Iteration 28Q (8414.070000 sec): 3 clusters
  Score: Raw -2502390.679400 + Penalty 3245.446352 = -2499145.233048
  nChanged 24
		SP:Iteration 29Q (8414.130000 sec): 3 clusters
  Score: Raw -2502392.149063 + Penalty 3245.446352 = -2499146.702712
  nChanged 29
		SP:Iteration 30Q (8414.190000 sec): 3 clusters
  Score: Raw -2502393.925665 + Penalty 3245.446352 = -2499148.479313
  nChanged 19
		SP:Iteration 31Q (8414.240000 sec): 3 clusters
  Score: Raw -2502394.807372 + Penalty 3245.446352 = -2499149.361020
  nChanged 18
		SP:Iteration 32Q (8414.290000 sec): 3 clusters
  Score: Raw -2502395.877541 + Penalty 3245.446352 = -2499150.431190
  nChanged 18
		SP:Iteration 33Q (8414.340000 sec): 3 clusters
  Score: Raw -2502396.752226 + Penalty 3245.446352 = -2499151.305874
  nChanged 20
		SP:Iteration 34Q (8414.390000 sec): 3 clusters
  Score: Raw -2502397.583356 + Penalty 3245.446352 = -2499152.137004
  nChanged 18
		SP:Iteration 35Q (8414.450000 sec): 3 clusters
  Score: Raw -2502398.418083 + Penalty 3245.446352 = -2499152.971731
  nChanged 19
		SP:Iteration 36Q (8414.500000 sec): 3 clusters
  Score: Raw -2502399.309901 + Penalty 3245.446352 = -2499153.863550
  nChanged 19
		SP:Iteration 37Q (8414.550000 sec): 3 clusters
  Score: Raw -2502400.176171 + Penalty 3245.446352 = -2499154.729820
  nChanged 13
		SP:Iteration 38Q (8414.600000 sec): 3 clusters
  Score: Raw -2502400.689997 + Penalty 3245.446352 = -2499155.243645
  nChanged 14
		SP:Iteration 39Q (8414.660000 sec): 3 clusters
  Score: Raw -2502401.409127 + Penalty 3245.446352 = -2499155.962776
  nChanged 13
		SP:Iteration 40F (8414.710000 sec): 3 clusters
  Score: Raw -2502401.976979 + Penalty 3245.446352 = -2499156.530628
  nChanged 13
		SP:Iteration 41Q (8414.770000 sec): 3 clusters
  Score: Raw -2502402.658268 + Penalty 3245.446352 = -2499157.211916
  nChanged 10
		SP:Iteration 42Q (8414.820000 sec): 3 clusters
  Score: Raw -2502403.156670 + Penalty 3245.446352 = -2499157.710318
  nChanged 7
		SP:Iteration 43Q (8414.870000 sec): 3 clusters
  Score: Raw -2502403.693455 + Penalty 3245.446352 = -2499158.247104
  nChanged 11
		SP:Iteration 44Q (8414.920000 sec): 3 clusters
  Score: Raw -2502404.303154 + Penalty 3245.446352 = -2499158.856803
  nChanged 13
		SP:Iteration 45Q (8414.970000 sec): 3 clusters
  Score: Raw -2502404.952358 + Penalty 3245.446352 = -2499159.506006
  nChanged 13
		SP:Iteration 46Q (8415.030000 sec): 3 clusters
  Score: Raw -2502405.666981 + Penalty 3245.446352 = -2499160.220630
  nChanged 15
		SP:Iteration 47Q (8415.080000 sec): 3 clusters
  Score: Raw -2502406.373075 + Penalty 3245.446352 = -2499160.926724
  nChanged 12
		SP:Iteration 48Q (8415.130000 sec): 3 clusters
  Score: Raw -2502406.902407 + Penalty 3245.446352 = -2499161.456055
  nChanged 11
		SP:Iteration 49Q (8415.190000 sec): 3 clusters
  Score: Raw -2502407.413347 + Penalty 3245.446352 = -2499161.966996
  nChanged 11
		SP:Iteration 50Q (8415.250000 sec): 3 clusters
  Score: Raw -2502407.826249 + Penalty 3245.446352 = -2499162.379898
  nChanged 9
		SP:Iteration 51Q (8415.300000 sec): 3 clusters
  Score: Raw -2502408.216952 + Penalty 3245.446352 = -2499162.770600
  nChanged 6
		SP:Iteration 52Q (8415.350000 sec): 3 clusters
  Score: Raw -2502408.532901 + Penalty 3245.446352 = -2499163.086549
  nChanged 13
		SP:Iteration 53Q (8415.410000 sec): 3 clusters
  Score: Raw -2502409.228851 + Penalty 3245.446352 = -2499163.782500
  nChanged 17
		SP:Iteration 54Q (8415.460000 sec): 3 clusters
  Score: Raw -2502410.290665 + Penalty 3245.446352 = -2499164.844314
  nChanged 14
		SP:Iteration 55Q (8415.510000 sec): 3 clusters
  Score: Raw -2502411.017733 + Penalty 3245.446352 = -2499165.571382
  nChanged 15
		SP:Iteration 56Q (8415.560000 sec): 3 clusters
  Score: Raw -2502411.709766 + Penalty 3245.446352 = -2499166.263415
  nChanged 16
		SP:Iteration 57Q (8415.610000 sec): 3 clusters
  Score: Raw -2502412.572287 + Penalty 3245.446352 = -2499167.125935
  nChanged 23
		SP:Iteration 58Q (8415.670000 sec): 3 clusters
  Score: Raw -2502413.708314 + Penalty 3245.446352 = -2499168.261963
  nChanged 18
		SP:Iteration 59Q (8415.720000 sec): 3 clusters
  Score: Raw -2502414.453272 + Penalty 3245.446352 = -2499169.006921
  nChanged 13
		SP:Iteration 60F (8415.770000 sec): 3 clusters
  Score: Raw -2502414.956288 + Penalty 3245.446352 = -2499169.509937
  nChanged 13
		SP:Iteration 61Q (8415.830000 sec): 3 clusters
  Score: Raw -2502415.614001 + Penalty 3245.446352 = -2499170.167649
  nChanged 13
		SP:Iteration 62Q (8415.890000 sec): 3 clusters
  Score: Raw -2502416.307834 + Penalty 3245.446352 = -2499170.861482
  nChanged 13
		SP:Iteration 63Q (8415.940000 sec): 3 clusters
  Score: Raw -2502416.947973 + Penalty 3245.446352 = -2499171.501621
  nChanged 10
		SP:Iteration 64Q (8415.990000 sec): 3 clusters
  Score: Raw -2502417.549253 + Penalty 3245.446352 = -2499172.102901
  nChanged 7
		SP:Iteration 65Q (8416.050000 sec): 3 clusters
  Score: Raw -2502418.008050 + Penalty 3245.446352 = -2499172.561699
  nChanged 10
		SP:Iteration 66Q (8416.100000 sec): 3 clusters
  Score: Raw -2502418.476107 + Penalty 3245.446352 = -2499173.029756
  nChanged 11
		SP:Iteration 67Q (8416.150000 sec): 3 clusters
  Score: Raw -2502418.930770 + Penalty 3245.446352 = -2499173.484419
  nChanged 10
		SP:Iteration 68Q (8416.210000 sec): 3 clusters
  Score: Raw -2502419.313222 + Penalty 3245.446352 = -2499173.866871
  nChanged 9
		SP:Iteration 69Q (8416.260000 sec): 3 clusters
  Score: Raw -2502419.753562 + Penalty 3245.446352 = -2499174.307210
  nChanged 8
		SP:Iteration 70Q (8416.310000 sec): 3 clusters
  Score: Raw -2502420.111809 + Penalty 3245.446352 = -2499174.665457
  nChanged 10
		SP:Iteration 71Q (8416.370000 sec): 3 clusters
  Score: Raw -2502420.518992 + Penalty 3245.446352 = -2499175.072641
  nChanged 10
		SP:Iteration 72Q (8416.420000 sec): 3 clusters
  Score: Raw -2502420.868830 + Penalty 3245.446352 = -2499175.422478
  nChanged 11
		SP:Iteration 73Q (8416.470000 sec): 3 clusters
  Score: Raw -2502421.412304 + Penalty 3245.446352 = -2499175.965952
  nChanged 9
		SP:Iteration 74Q (8416.520000 sec): 3 clusters
  Score: Raw -2502421.888518 + Penalty 3245.446352 = -2499176.442166
  nChanged 11
		SP:Iteration 75Q (8416.580000 sec): 3 clusters
  Score: Raw -2502422.384855 + Penalty 3245.446352 = -2499176.938503
  nChanged 12
		SP:Iteration 76Q (8416.630000 sec): 3 clusters
  Score: Raw -2502422.795875 + Penalty 3245.446352 = -2499177.349524
  nChanged 11
		SP:Iteration 77Q (8416.690000 sec): 3 clusters
  Score: Raw -2502423.291345 + Penalty 3245.446352 = -2499177.844994
  nChanged 10
		SP:Iteration 78Q (8416.740000 sec): 3 clusters
  Score: Raw -2502423.777296 + Penalty 3245.446352 = -2499178.330945
  nChanged 13
		SP:Iteration 79Q (8416.790000 sec): 3 clusters
  Score: Raw -2502424.385494 + Penalty 3245.446352 = -2499178.939142
  nChanged 12
		SP:Iteration 80F (8416.850000 sec): 3 clusters
  Score: Raw -2502425.017721 + Penalty 3245.446352 = -2499179.571370
  nChanged 18
		SP:Iteration 81Q (8416.900000 sec): 3 clusters
  Score: Raw -2502426.208231 + Penalty 3245.446352 = -2499180.761879
  nChanged 16
		SP:Iteration 82Q (8416.950000 sec): 3 clusters
  Score: Raw -2502427.200642 + Penalty 3245.446352 = -2499181.754290
  nChanged 16
		SP:Iteration 83Q (8417.010000 sec): 3 clusters
  Score: Raw -2502428.243174 + Penalty 3245.446352 = -2499182.796822
  nChanged 16
		SP:Iteration 84Q (8417.060000 sec): 3 clusters
  Score: Raw -2502429.411961 + Penalty 3245.446352 = -2499183.965609
  nChanged 16
		SP:Iteration 85Q (8417.110000 sec): 3 clusters
  Score: Raw -2502430.168760 + Penalty 3245.446352 = -2499184.722409
  nChanged 12
		SP:Iteration 86Q (8417.170000 sec): 3 clusters
  Score: Raw -2502430.832451 + Penalty 3245.446352 = -2499185.386099
  nChanged 9
		SP:Iteration 87Q (8417.220000 sec): 3 clusters
  Score: Raw -2502431.257205 + Penalty 3245.446352 = -2499185.810853
  nChanged 13
		SP:Iteration 88Q (8417.270000 sec): 3 clusters
  Score: Raw -2502431.912758 + Penalty 3245.446352 = -2499186.466406
  nChanged 9
		SP:Iteration 89Q (8417.320000 sec): 3 clusters
  Score: Raw -2502432.410248 + Penalty 3245.446352 = -2499186.963896
  nChanged 16
		SP:Iteration 90Q (8417.380000 sec): 3 clusters
  Score: Raw -2502433.071662 + Penalty 3245.446352 = -2499187.625310
  nChanged 13
		SP:Iteration 91Q (8417.430000 sec): 3 clusters
  Score: Raw -2502433.664682 + Penalty 3245.446352 = -2499188.218331
  nChanged 6
		SP:Iteration 92Q (8417.490000 sec): 3 clusters
  Score: Raw -2502433.939771 + Penalty 3245.446352 = -2499188.493420
  nChanged 7
		SP:Iteration 93Q (8417.540000 sec): 3 clusters
  Score: Raw -2502434.279449 + Penalty 3245.446352 = -2499188.833098
  nChanged 6
		SP:Iteration 94Q (8417.590000 sec): 3 clusters
  Score: Raw -2502434.575855 + Penalty 3245.446352 = -2499189.129503
  nChanged 10
		SP:Iteration 95Q (8417.650000 sec): 3 clusters
  Score: Raw -2502435.083466 + Penalty 3245.446352 = -2499189.637114
  nChanged 6
		SP:Iteration 96Q (8417.700000 sec): 3 clusters
  Score: Raw -2502435.286430 + Penalty 3245.446352 = -2499189.840078
  nChanged 2
		SP:Iteration 97Q (8417.750000 sec): 3 clusters
  Score: Raw -2502435.391572 + Penalty 3245.446352 = -2499189.945220
  nChanged 3
		SP:Iteration 98Q (8417.810000 sec): 3 clusters
  Score: Raw -2502435.543705 + Penalty 3245.446352 = -2499190.097354
  nChanged 5
		SP:Iteration 99Q (8417.860000 sec): 3 clusters
  Score: Raw -2502435.790218 + Penalty 3245.446352 = -2499190.343867
  nChanged 4
		SP:Iteration 100F (8417.910000 sec): 3 clusters
  Score: Raw -2502435.944673 + Penalty 3245.446352 = -2499190.498321
  nChanged 5
		SP:Iteration 101Q (8417.970000 sec): 3 clusters
  Score: Raw -2502436.147562 + Penalty 3245.446352 = -2499190.701210
  nChanged 4
		SP:Iteration 102Q (8418.020000 sec): 3 clusters
  Score: Raw -2502436.367714 + Penalty 3245.446352 = -2499190.921362
  nChanged 6
		SP:Iteration 103Q (8418.070000 sec): 3 clusters
  Score: Raw -2502436.606348 + Penalty 3245.446352 = -2499191.159996
  nChanged 5
		SP:Iteration 104Q (8418.130000 sec): 3 clusters
  Score: Raw -2502436.777146 + Penalty 3245.446352 = -2499191.330795
  nChanged 2
		SP:Iteration 105Q (8418.180000 sec): 3 clusters
  Score: Raw -2502436.827393 + Penalty 3245.446352 = -2499191.381041
  nChanged 1
		SP:Iteration 106Q (8418.230000 sec): 3 clusters
  Score: Raw -2502436.874135 + Penalty 3245.446352 = -2499191.427783
  nChanged 2
		SP:Iteration 107Q (8418.280000 sec): 3 clusters
  Score: Raw -2502436.933370 + Penalty 3245.446352 = -2499191.487018
  nChanged 4
		SP:Iteration 108Q (8418.330000 sec): 3 clusters
  Score: Raw -2502437.046424 + Penalty 3245.446352 = -2499191.600072
  nChanged 4
		SP:Iteration 109Q (8418.390000 sec): 3 clusters
  Score: Raw -2502437.205009 + Penalty 3245.446352 = -2499191.758658
  nChanged 5
		SP:Iteration 110Q (8418.440000 sec): 3 clusters
  Score: Raw -2502437.428577 + Penalty 3245.446352 = -2499191.982225
  nChanged 5
		SP:Iteration 111Q (8418.490000 sec): 3 clusters
  Score: Raw -2502437.621976 + Penalty 3245.446352 = -2499192.175624
  nChanged 2
		SP:Iteration 112Q (8418.550000 sec): 3 clusters
  Score: Raw -2502437.701510 + Penalty 3245.446352 = -2499192.255158
  nChanged 4
		SP:Iteration 113Q (8418.600000 sec): 3 clusters
  Score: Raw -2502437.976189 + Penalty 3245.446352 = -2499192.529838
  nChanged 8
		SP:Iteration 114Q (8418.650000 sec): 3 clusters
  Score: Raw -2502438.427005 + Penalty 3245.446352 = -2499192.980653
  nChanged 7
		SP:Iteration 115Q (8418.710000 sec): 3 clusters
  Score: Raw -2502438.898245 + Penalty 3245.446352 = -2499193.451894
  nChanged 15
		SP:Iteration 116Q (8418.760000 sec): 3 clusters
  Score: Raw -2502439.819744 + Penalty 3245.446352 = -2499194.373392
  nChanged 19
		SP:Iteration 117Q (8418.810000 sec): 3 clusters
  Score: Raw -2502441.050400 + Penalty 3245.446352 = -2499195.604048
  nChanged 21
		SP:Iteration 118Q (8418.870000 sec): 3 clusters
  Score: Raw -2502442.430248 + Penalty 3245.446352 = -2499196.983896
  nChanged 30
		SP:Iteration 119Q (8418.920000 sec): 3 clusters
  Score: Raw -2502444.442027 + Penalty 3245.446352 = -2499198.995675
  nChanged 31
		SP:Iteration 120F (8418.970000 sec): 3 clusters
  Score: Raw -2502446.280575 + Penalty 3245.446352 = -2499200.834223
  nChanged 23
		SP:Iteration 121Q (8419.030000 sec): 3 clusters
  Score: Raw -2502447.400179 + Penalty 3245.446352 = -2499201.953827
  nChanged 13
		SP:Iteration 122Q (8419.080000 sec): 3 clusters
  Score: Raw -2502448.019353 + Penalty 3245.446352 = -2499202.573002
  nChanged 14
		SP:Iteration 123Q (8419.130000 sec): 3 clusters
  Score: Raw -2502448.772552 + Penalty 3245.446352 = -2499203.326200
  nChanged 14
		SP:Iteration 124Q (8419.190000 sec): 3 clusters
  Score: Raw -2502449.423923 + Penalty 3245.446352 = -2499203.977571
  nChanged 14
		SP:Iteration 125Q (8419.240000 sec): 3 clusters
  Score: Raw -2502450.055244 + Penalty 3245.446352 = -2499204.608892
  nChanged 17
		SP:Iteration 126Q (8419.300000 sec): 3 clusters
  Score: Raw -2502451.135792 + Penalty 3245.446352 = -2499205.689440
  nChanged 26
		SP:Iteration 127Q (8419.350000 sec): 3 clusters
  Score: Raw -2502452.665479 + Penalty 3245.446352 = -2499207.219127
  nChanged 24
		SP:Iteration 128Q (8419.410000 sec): 3 clusters
  Score: Raw -2502454.328387 + Penalty 3245.446352 = -2499208.882035
  nChanged 22
		SP:Iteration 129Q (8419.460000 sec): 3 clusters
  Score: Raw -2502455.357783 + Penalty 3245.446352 = -2499209.911431
  nChanged 18
		SP:Iteration 130Q (8419.510000 sec): 3 clusters
  Score: Raw -2502456.312983 + Penalty 3245.446352 = -2499210.866631
  nChanged 16
		SP:Iteration 131Q (8419.570000 sec): 3 clusters
  Score: Raw -2502457.168363 + Penalty 3245.446352 = -2499211.722012
  nChanged 19
		SP:Iteration 132Q (8419.620000 sec): 3 clusters
  Score: Raw -2502458.174634 + Penalty 3245.446352 = -2499212.728283
  nChanged 18
		SP:Iteration 133Q (8419.670000 sec): 3 clusters
  Score: Raw -2502458.886663 + Penalty 3245.446352 = -2499213.440311
  nChanged 9
		SP:Iteration 134Q (8419.730000 sec): 3 clusters
  Score: Raw -2502459.286639 + Penalty 3245.446352 = -2499213.840288
  nChanged 8
		SP:Iteration 135Q (8419.780000 sec): 3 clusters
  Score: Raw -2502459.852763 + Penalty 3245.446352 = -2499214.406411
  nChanged 9
		SP:Iteration 136Q (8419.830000 sec): 3 clusters
  Score: Raw -2502460.277289 + Penalty 3245.446352 = -2499214.830938
  nChanged 9
		SP:Iteration 137Q (8419.890000 sec): 3 clusters
  Score: Raw -2502460.910736 + Penalty 3245.446352 = -2499215.464384
  nChanged 11
		SP:Iteration 138Q (8419.940000 sec): 3 clusters
  Score: Raw -2502461.600856 + Penalty 3245.446352 = -2499216.154505
  nChanged 6
		SP:Iteration 139Q (8420.000000 sec): 3 clusters
  Score: Raw -2502461.877774 + Penalty 3245.446352 = -2499216.431422
  nChanged 5
		SP:Iteration 140F (8420.050000 sec): 3 clusters
  Score: Raw -2502462.120648 + Penalty 3245.446352 = -2499216.674296
  nChanged 11
		SP:Iteration 141Q (8420.110000 sec): 3 clusters
  Score: Raw -2502462.594108 + Penalty 3245.446352 = -2499217.147757
  nChanged 10
		SP:Iteration 142Q (8420.160000 sec): 3 clusters
  Score: Raw -2502462.987523 + Penalty 3245.446352 = -2499217.541171
  nChanged 11
		SP:Iteration 143Q (8420.210000 sec): 3 clusters
  Score: Raw -2502463.438161 + Penalty 3245.446352 = -2499217.991810
  nChanged 10
		SP:Iteration 144Q (8420.270000 sec): 3 clusters
  Score: Raw -2502464.067226 + Penalty 3245.446352 = -2499218.620874
  nChanged 16
		SP:Iteration 145Q (8420.320000 sec): 3 clusters
  Score: Raw -2502464.950884 + Penalty 3245.446352 = -2499219.504532
  nChanged 16
		SP:Iteration 146Q (8420.370000 sec): 3 clusters
  Score: Raw -2502465.894470 + Penalty 3245.446352 = -2499220.448119
  nChanged 24
		SP:Iteration 147Q (8420.430000 sec): 3 clusters
  Score: Raw -2502467.578164 + Penalty 3245.446352 = -2499222.131813
  nChanged 33
		SP:Iteration 148Q (8420.490000 sec): 3 clusters
  Score: Raw -2502469.840347 + Penalty 3245.446352 = -2499224.393995
  nChanged 26
		SP:Iteration 149Q (8420.540000 sec): 3 clusters
  Score: Raw -2502471.848172 + Penalty 3245.446352 = -2499226.401820
  nChanged 36
		SP:Iteration 150Q (8420.590000 sec): 3 clusters
  Score: Raw -2502474.916677 + Penalty 3245.446352 = -2499229.470325
  nChanged 46
		SP:Iteration 151Q (8420.650000 sec): 3 clusters
  Score: Raw -2502478.250869 + Penalty 3245.446352 = -2499232.804517
  nChanged 34
		SP:Iteration 152Q (8420.700000 sec): 3 clusters
  Score: Raw -2502481.012461 + Penalty 3245.446352 = -2499235.566109
  nChanged 38
		SP:Iteration 153Q (8420.750000 sec): 3 clusters
  Score: Raw -2502484.234224 + Penalty 3245.446352 = -2499238.787873
  nChanged 47
		SP:Iteration 154Q (8420.810000 sec): 3 clusters
  Score: Raw -2502487.331391 + Penalty 3245.446352 = -2499241.885039
  nChanged 36
		SP:Iteration 155Q (8420.860000 sec): 3 clusters
  Score: Raw -2502490.029387 + Penalty 3245.446352 = -2499244.583036
  nChanged 32
		SP:Iteration 156Q (8420.910000 sec): 3 clusters
  Score: Raw -2502492.568641 + Penalty 3245.446352 = -2499247.122290
  nChanged 27
		SP:Iteration 157Q (8420.970000 sec): 3 clusters
  Score: Raw -2502494.204539 + Penalty 3245.446352 = -2499248.758187
  nChanged 31
		SP:Iteration 158Q (8421.020000 sec): 3 clusters
  Score: Raw -2502496.476369 + Penalty 3245.446352 = -2499251.030017
  nChanged 34
		SP:Iteration 159Q (8421.070000 sec): 3 clusters
  Score: Raw -2502499.198109 + Penalty 3245.446352 = -2499253.751757
  nChanged 37
		SP:Iteration 160F (8421.130000 sec): 3 clusters
  Score: Raw -2502502.040202 + Penalty 3245.446352 = -2499256.593851
  nChanged 38
		SP:Iteration 161Q (8421.180000 sec): 3 clusters
  Score: Raw -2502504.839590 + Penalty 3245.446352 = -2499259.393238
  nChanged 34
		SP:Iteration 162Q (8421.240000 sec): 3 clusters
  Score: Raw -2502507.588260 + Penalty 3245.446352 = -2499262.141908
  nChanged 43
		SP:Iteration 163Q (8421.290000 sec): 3 clusters
  Score: Raw -2502511.502188 + Penalty 3245.446352 = -2499266.055836
  nChanged 48
		SP:Iteration 164Q (8421.350000 sec): 3 clusters
  Score: Raw -2502515.834042 + Penalty 3245.446352 = -2499270.387690
  nChanged 58
		SP:Iteration 165Q (8421.400000 sec): 3 clusters
  Score: Raw -2502521.966352 + Penalty 3245.446352 = -2499276.520000
  nChanged 75
		SP:Iteration 166Q (8421.450000 sec): 3 clusters
  Score: Raw -2502530.919688 + Penalty 3245.446352 = -2499285.473336
  nChanged 75
		SP:Iteration 167Q (8421.500000 sec): 3 clusters
  Score: Raw -2502540.704445 + Penalty 3245.446352 = -2499295.258094
  nChanged 90
		SP:Iteration 168Q (8421.550000 sec): 3 clusters
  Score: Raw -2502551.066379 + Penalty 3245.446352 = -2499305.620028
  nChanged 94
		SP:Iteration 169Q (8421.610000 sec): 3 clusters
  Score: Raw -2502561.213752 + Penalty 3245.446352 = -2499315.767401
  nChanged 86
		SP:Iteration 170Q (8421.660000 sec): 3 clusters
  Score: Raw -2502572.292636 + Penalty 3245.446352 = -2499326.846284
  nChanged 104
		SP:Iteration 171Q (8421.720000 sec): 3 clusters
  Score: Raw -2502585.367390 + Penalty 3245.446352 = -2499339.921039
  nChanged 104
		SP:Iteration 172Q (8421.770000 sec): 3 clusters
  Score: Raw -2502597.179296 + Penalty 3245.446352 = -2499351.732944
  nChanged 116
		SP:Iteration 173Q (8421.830000 sec): 3 clusters
  Score: Raw -2502610.099020 + Penalty 3245.446352 = -2499364.652668
  nChanged 131
		SP:Iteration 174Q (8421.880000 sec): 3 clusters
  Score: Raw -2502628.313573 + Penalty 3245.446352 = -2499382.867221
  nChanged 142
		SP:Iteration 175Q (8421.930000 sec): 3 clusters
  Score: Raw -2502646.327626 + Penalty 3245.446352 = -2499400.881274
  nChanged 143
		SP:Iteration 176Q (8421.990000 sec): 3 clusters
  Score: Raw -2502663.888332 + Penalty 3245.446352 = -2499418.441980
  nChanged 142
		SP:Iteration 177Q (8422.050000 sec): 3 clusters
  Score: Raw -2502682.071154 + Penalty 3245.446352 = -2499436.624802
  nChanged 149
		SP:Iteration 178Q (8422.100000 sec): 3 clusters
  Score: Raw -2502700.228209 + Penalty 3245.446352 = -2499454.781858
  nChanged 139
		SP:Iteration 179Q (8422.150000 sec): 3 clusters
  Score: Raw -2502718.295028 + Penalty 3245.446352 = -2499472.848676
  nChanged 155
		SP:Iteration 180F (8422.210000 sec): 3 clusters
  Score: Raw -2502739.746280 + Penalty 3245.446352 = -2499494.299928
  nChanged 158
		SP:Iteration 181Q (8422.260000 sec): 3 clusters
  Score: Raw -2502762.450055 + Penalty 3245.446352 = -2499517.003703
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		SP:Iteration 182Q (8422.320000 sec): 3 clusters
  Score: Raw -2502789.623193 + Penalty 3245.446352 = -2499544.176841
  nChanged 197
		SP:Iteration 183Q (8422.370000 sec): 3 clusters
  Score: Raw -2502822.328023 + Penalty 3245.446352 = -2499576.881671
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		SP:Iteration 184Q (8422.430000 sec): 3 clusters
  Score: Raw -2502854.670717 + Penalty 3245.446352 = -2499609.224366
  nChanged 204
		SP:Iteration 185Q (8422.480000 sec): 3 clusters
  Score: Raw -2502889.525819 + Penalty 3245.446352 = -2499644.079468
  nChanged 223
		SP:Iteration 186Q (8422.530000 sec): 3 clusters
  Score: Raw -2502929.615147 + Penalty 3245.446352 = -2499684.168796
  nChanged 235
		SP:Iteration 187Q (8422.580000 sec): 3 clusters
  Score: Raw -2502972.258264 + Penalty 3245.446352 = -2499726.811912
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		SP:Iteration 188Q (8422.640000 sec): 3 clusters
  Score: Raw -2503014.860608 + Penalty 3245.446352 = -2499769.414256
  nChanged 243
		SP:Iteration 189Q (8422.690000 sec): 3 clusters
  Score: Raw -2503065.989228 + Penalty 3245.446352 = -2499820.542877
  nChanged 275
		SP:Iteration 190Q (8422.750000 sec): 3 clusters
  Score: Raw -2503122.264797 + Penalty 3245.446352 = -2499876.818446
  nChanged 280
		SP:Iteration 191Q (8422.800000 sec): 3 clusters
  Score: Raw -2503183.180120 + Penalty 3245.446352 = -2499937.733769
  nChanged 311
		SP:Iteration 192Q (8422.850000 sec): 3 clusters
  Score: Raw -2503251.262117 + Penalty 3245.446352 = -2500005.815766
  nChanged 290
		SP:Iteration 193Q (8422.900000 sec): 3 clusters
  Score: Raw -2503317.712048 + Penalty 3245.446352 = -2500072.265697
  nChanged 296
		SP:Iteration 194Q (8422.950000 sec): 3 clusters
  Score: Raw -2503387.376908 + Penalty 3245.446352 = -2500141.930557
  nChanged 304
		SP:Iteration 195Q (8423.010000 sec): 3 clusters
  Score: Raw -2503462.438370 + Penalty 3245.446352 = -2500216.992018
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		SP:Iteration 196Q (8423.060000 sec): 3 clusters
  Score: Raw -2503542.213633 + Penalty 3245.446352 = -2500296.767282
  nChanged 288
		SP:Iteration 197Q (8423.110000 sec): 3 clusters
  Score: Raw -2503612.001256 + Penalty 3245.446352 = -2500366.554904
  nChanged 275
		SP:Iteration 198Q (8423.160000 sec): 3 clusters
  Score: Raw -2503678.317850 + Penalty 3245.446352 = -2500432.871498
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		SP:Iteration 199Q (8423.210000 sec): 3 clusters
  Score: Raw -2503740.964384 + Penalty 3245.446352 = -2500495.518033
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		SP:Iteration 200F (8423.260000 sec): 3 clusters
  Score: Raw -2503813.181602 + Penalty 3245.446352 = -2500567.735250
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		SP:Iteration 201Q (8423.310000 sec): 3 clusters
  Score: Raw -2503885.571088 + Penalty 3245.446352 = -2500640.124737
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		SP:Iteration 202Q (8423.360000 sec): 3 clusters
  Score: Raw -2503957.794377 + Penalty 3245.446352 = -2500712.348026
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		SP:Iteration 203Q (8423.410000 sec): 3 clusters
  Score: Raw -2504028.473453 + Penalty 3245.446352 = -2500783.027102
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		SP:Iteration 204Q (8423.460000 sec): 3 clusters
  Score: Raw -2504086.431835 + Penalty 3245.446352 = -2500840.985484
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		SP:Iteration 205Q (8423.510000 sec): 3 clusters
  Score: Raw -2504133.102725 + Penalty 3245.446352 = -2500887.656374
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		SP:Iteration 206Q (8423.560000 sec): 3 clusters
  Score: Raw -2504173.831113 + Penalty 3245.446352 = -2500928.384761
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		SP:Iteration 207Q (8423.610000 sec): 3 clusters
  Score: Raw -2504213.643052 + Penalty 3245.446352 = -2500968.196701
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		SP:Iteration 209Q (8423.710000 sec): 3 clusters
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		SP:Iteration 210Q (8423.750000 sec): 3 clusters
  Score: Raw -2504317.500053 + Penalty 3245.446352 = -2501072.053702
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		SP:Iteration 211Q (8423.810000 sec): 3 clusters
  Score: Raw -2504342.357992 + Penalty 3245.446352 = -2501096.911640
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		SP:Iteration 212Q (8423.850000 sec): 3 clusters
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		SP:Iteration 213Q (8423.910000 sec): 3 clusters
  Score: Raw -2504389.432757 + Penalty 3245.446352 = -2501143.986406
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		SP:Iteration 214Q (8423.950000 sec): 3 clusters
  Score: Raw -2504403.879873 + Penalty 3245.446352 = -2501158.433521
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		SP:Iteration 215Q (8424.000000 sec): 3 clusters
  Score: Raw -2504414.298444 + Penalty 3245.446352 = -2501168.852093
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		SP:Iteration 216Q (8424.050000 sec): 3 clusters
  Score: Raw -2504423.418065 + Penalty 3245.446352 = -2501177.971713
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		SP:Iteration 217Q (8424.090000 sec): 3 clusters
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		SP:Iteration 218Q (8424.140000 sec): 3 clusters
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		SP:Iteration 219Q (8424.190000 sec): 3 clusters
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		SP:Iteration 220F (8424.240000 sec): 3 clusters
  Score: Raw -2504465.811274 + Penalty 3245.446352 = -2501220.364922
  nChanged 51
		SP:Iteration 221Q (8424.290000 sec): 3 clusters
  Score: Raw -2504474.487331 + Penalty 3245.446352 = -2501229.040979
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		SP:Iteration 222Q (8424.340000 sec): 3 clusters
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		SP:Iteration 223Q (8424.380000 sec): 3 clusters
  Score: Raw -2504493.501695 + Penalty 3245.446352 = -2501248.055343
  nChanged 45
		SP:Iteration 224Q (8424.430000 sec): 3 clusters
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		SP:Iteration 225Q (8424.470000 sec): 3 clusters
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  nChanged 44
		SP:Iteration 226Q (8424.520000 sec): 3 clusters
  Score: Raw -2504520.816611 + Penalty 3245.446352 = -2501275.370260
  nChanged 43
		SP:Iteration 227Q (8424.560000 sec): 3 clusters
  Score: Raw -2504530.788618 + Penalty 3245.446352 = -2501285.342267
  nChanged 44
		SP:Iteration 228Q (8424.610000 sec): 3 clusters
  Score: Raw -2504541.413307 + Penalty 3245.446352 = -2501295.966956
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		SP:Iteration 229Q (8424.650000 sec): 3 clusters
  Score: Raw -2504551.567353 + Penalty 3245.446352 = -2501306.121002
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		SP:Iteration 230Q (8424.690000 sec): 3 clusters
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  nChanged 33
		SP:Iteration 231Q (8424.740000 sec): 3 clusters
  Score: Raw -2504568.038861 + Penalty 3245.446352 = -2501322.592509
  nChanged 33
		SP:Iteration 232Q (8424.790000 sec): 3 clusters
  Score: Raw -2504576.261271 + Penalty 3245.446352 = -2501330.814919
  nChanged 32
		SP:Iteration 233Q (8424.830000 sec): 3 clusters
  Score: Raw -2504584.906434 + Penalty 3245.446352 = -2501339.460082
  nChanged 29
		SP:Iteration 234Q (8424.870000 sec): 3 clusters
  Score: Raw -2504591.273215 + Penalty 3245.446352 = -2501345.826864
  nChanged 24
		SP:Iteration 235Q (8424.920000 sec): 3 clusters
  Score: Raw -2504596.241874 + Penalty 3245.446352 = -2501350.795523
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		SP:Iteration 236Q (8424.970000 sec): 3 clusters
  Score: Raw -2504600.311532 + Penalty 3245.446352 = -2501354.865181
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		SP:Iteration 237Q (8425.010000 sec): 3 clusters
  Score: Raw -2504602.459287 + Penalty 3245.446352 = -2501357.012936
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		SP:Iteration 238Q (8425.050000 sec): 3 clusters
  Score: Raw -2504605.335651 + Penalty 3245.446352 = -2501359.889300
  nChanged 17
		SP:Iteration 239Q (8425.100000 sec): 3 clusters
  Score: Raw -2504608.221769 + Penalty 3245.446352 = -2501362.775417
  nChanged 8
		SP:Iteration 240F (8425.160000 sec): 3 clusters
  Score: Raw -2504609.986208 + Penalty 3245.446352 = -2501364.539856
  nChanged 10
		SP:Iteration 241Q (8425.210000 sec): 3 clusters
  Score: Raw -2504612.398412 + Penalty 3245.446352 = -2501366.952060
  nChanged 12
		SP:Iteration 242Q (8425.260000 sec): 3 clusters
  Score: Raw -2504614.467247 + Penalty 3245.446352 = -2501369.020896
  nChanged 9
		SP:Iteration 243Q (8425.310000 sec): 3 clusters
  Score: Raw -2504615.800966 + Penalty 3245.446352 = -2501370.354614
  nChanged 9
		SP:Iteration 244Q (8425.350000 sec): 3 clusters
  Score: Raw -2504617.279016 + Penalty 3245.446352 = -2501371.832665
  nChanged 9
		SP:Iteration 245Q (8425.390000 sec): 3 clusters
  Score: Raw -2504618.914230 + Penalty 3245.446352 = -2501373.467879
  nChanged 7
		SP:Iteration 246Q (8425.440000 sec): 3 clusters
  Score: Raw -2504619.831279 + Penalty 3245.446352 = -2501374.384927
  nChanged 5
		SP:Iteration 247Q (8425.480000 sec): 3 clusters
  Score: Raw -2504620.902058 + Penalty 3245.446352 = -2501375.455706
  nChanged 14
		SP:Iteration 248Q (8425.530000 sec): 3 clusters
  Score: Raw -2504623.958523 + Penalty 3245.446352 = -2501378.512171
  nChanged 17
		SP:Iteration 249Q (8425.570000 sec): 3 clusters
  Score: Raw -2504627.651923 + Penalty 3245.446352 = -2501382.205571
  nChanged 20
		SP:Iteration 250Q (8425.620000 sec): 3 clusters
  Score: Raw -2504633.414115 + Penalty 3245.446352 = -2501387.967764
  nChanged 22
		SP:Iteration 251Q (8425.660000 sec): 3 clusters
  Score: Raw -2504638.688280 + Penalty 3245.446352 = -2501393.241928
  nChanged 24
		SP:Iteration 252Q (8425.710000 sec): 3 clusters
  Score: Raw -2504644.551894 + Penalty 3245.446352 = -2501399.105543
  nChanged 14
		SP:Iteration 253Q (8425.750000 sec): 3 clusters
  Score: Raw -2504648.369192 + Penalty 3245.446352 = -2501402.922840
  nChanged 20
		SP:Iteration 254Q (8425.790000 sec): 3 clusters
  Score: Raw -2504652.055551 + Penalty 3245.446352 = -2501406.609200
  nChanged 15
		SP:Iteration 255Q (8425.840000 sec): 3 clusters
  Score: Raw -2504655.494712 + Penalty 3245.446352 = -2501410.048360
  nChanged 16
		SP:Iteration 256Q (8425.880000 sec): 3 clusters
  Score: Raw -2504659.563121 + Penalty 3245.446352 = -2501414.116770
  nChanged 20
		SP:Iteration 257Q (8425.930000 sec): 3 clusters
  Score: Raw -2504664.837132 + Penalty 3245.446352 = -2501419.390780
  nChanged 12
		SP:Iteration 258Q (8425.970000 sec): 3 clusters
  Score: Raw -2504667.968167 + Penalty 3245.446352 = -2501422.521816
  nChanged 17
		SP:Iteration 259Q (8426.010000 sec): 3 clusters
  Score: Raw -2504671.451881 + Penalty 3245.446352 = -2501426.005529
  nChanged 14
		SP:Iteration 260F (8426.070000 sec): 3 clusters
  Score: Raw -2504674.723952 + Penalty 3245.446352 = -2501429.277601
  nChanged 13
		SP:Iteration 261Q (8426.110000 sec): 3 clusters
  Score: Raw -2504677.525455 + Penalty 3245.446352 = -2501432.079103
  nChanged 12
		SP:Iteration 262Q (8426.150000 sec): 3 clusters
  Score: Raw -2504680.713254 + Penalty 3245.446352 = -2501435.266902
  nChanged 15
		SP:Iteration 263Q (8426.200000 sec): 3 clusters
  Score: Raw -2504684.326819 + Penalty 3245.446352 = -2501438.880467
  nChanged 13
		SP:Iteration 264Q (8426.240000 sec): 3 clusters
  Score: Raw -2504687.346292 + Penalty 3245.446352 = -2501441.899941
  nChanged 13
		SP:Iteration 265Q (8426.290000 sec): 3 clusters
  Score: Raw -2504690.043647 + Penalty 3245.446352 = -2501444.597296
  nChanged 17
		SP:Iteration 266Q (8426.330000 sec): 3 clusters
  Score: Raw -2504694.011392 + Penalty 3245.446352 = -2501448.565041
  nChanged 20
		SP:Iteration 267Q (8426.370000 sec): 3 clusters
  Score: Raw -2504699.398351 + Penalty 3245.446352 = -2501453.951999
  nChanged 17
		SP:Iteration 268Q (8426.420000 sec): 3 clusters
  Score: Raw -2504702.699297 + Penalty 3245.446352 = -2501457.252946
  nChanged 13
		SP:Iteration 269Q (8426.470000 sec): 3 clusters
  Score: Raw -2504705.811445 + Penalty 3245.446352 = -2501460.365094
  nChanged 6
		SP:Iteration 270Q (8426.510000 sec): 3 clusters
  Score: Raw -2504706.973339 + Penalty 3245.446352 = -2501461.526987
  nChanged 6
		SP:Iteration 271Q (8426.550000 sec): 3 clusters
  Score: Raw -2504708.392423 + Penalty 3245.446352 = -2501462.946071
  nChanged 8
		SP:Iteration 272Q (8426.600000 sec): 3 clusters
  Score: Raw -2504710.108068 + Penalty 3245.446352 = -2501464.661717
  nChanged 5
		SP:Iteration 273Q (8426.640000 sec): 3 clusters
  Score: Raw -2504711.257392 + Penalty 3245.446352 = -2501465.811041
  nChanged 7
		SP:Iteration 274Q (8426.680000 sec): 3 clusters
  Score: Raw -2504712.555542 + Penalty 3245.446352 = -2501467.109190
  nChanged 3
		SP:Iteration 275Q (8426.730000 sec): 3 clusters
  Score: Raw -2504713.292068 + Penalty 3245.446352 = -2501467.845717
  nChanged 5
		SP:Iteration 276Q (8426.770000 sec): 3 clusters
  Score: Raw -2504714.335200 + Penalty 3245.446352 = -2501468.888849
  nChanged 4
		SP:Iteration 277Q (8426.810000 sec): 3 clusters
  Score: Raw -2504715.566374 + Penalty 3245.446352 = -2501470.120023
  nChanged 6
		SP:Iteration 278Q (8426.860000 sec): 3 clusters
  Score: Raw -2504717.047636 + Penalty 3245.446352 = -2501471.601284
  nChanged 4
		SP:Iteration 279Q (8426.900000 sec): 3 clusters
  Score: Raw -2504717.877715 + Penalty 3245.446352 = -2501472.431363
  nChanged 3
		SP:Iteration 280F (8426.950000 sec): 3 clusters
  Score: Raw -2504718.770111 + Penalty 3245.446352 = -2501473.323759
  nChanged 4
		SP:Iteration 281Q (8426.990000 sec): 3 clusters
  Score: Raw -2504719.614508 + Penalty 3245.446352 = -2501474.168157
  nChanged 3
		SP:Iteration 282Q (8427.040000 sec): 3 clusters
  Score: Raw -2504720.355346 + Penalty 3245.446352 = -2501474.908994
  nChanged 2
		SP:Iteration 283Q (8427.080000 sec): 3 clusters
  Score: Raw -2504720.889477 + Penalty 3245.446352 = -2501475.443126
  nChanged 5
		SP:Iteration 284Q (8427.130000 sec): 3 clusters
  Score: Raw -2504722.732308 + Penalty 3245.446352 = -2501477.285956
  nChanged 3
		SP:Iteration 285Q (8427.170000 sec): 3 clusters
  Score: Raw -2504723.174321 + Penalty 3245.446352 = -2501477.727969
  nChanged 3
		SP:Iteration 286Q (8427.210000 sec): 3 clusters
  Score: Raw -2504723.758481 + Penalty 3245.446352 = -2501478.312129
  nChanged 4
		SP:Iteration 287Q (8427.260000 sec): 3 clusters
  Score: Raw -2504724.295875 + Penalty 3245.446352 = -2501478.849523
  nChanged 2
		SP:Iteration 288Q (8427.300000 sec): 3 clusters
  Score: Raw -2504724.636825 + Penalty 3245.446352 = -2501479.190473
  nChanged 2
		SP:Iteration 289Q (8427.350000 sec): 3 clusters
  Score: Raw -2504725.185944 + Penalty 3245.446352 = -2501479.739592
  nChanged 2
		SP:Iteration 290Q (8427.390000 sec): 3 clusters
  Score: Raw -2504725.640000 + Penalty 3245.446352 = -2501480.193649
  nChanged 4
		SP:Iteration 291Q (8427.440000 sec): 3 clusters
  Score: Raw -2504726.288148 + Penalty 3245.446352 = -2501480.841796
  nChanged 2
		SP:Iteration 292Q (8427.480000 sec): 3 clusters
  Score: Raw -2504726.759026 + Penalty 3245.446352 = -2501481.312675
  nChanged 3
		SP:Iteration 293Q (8427.530000 sec): 3 clusters
  Score: Raw -2504727.519657 + Penalty 3245.446352 = -2501482.073306
  nChanged 2
		SP:Iteration 294Q (8427.570000 sec): 3 clusters
  Score: Raw -2504728.051163 + Penalty 3245.446352 = -2501482.604811
  nChanged 4
		SP:Iteration 295Q (8427.610000 sec): 3 clusters
  Score: Raw -2504728.921303 + Penalty 3245.446352 = -2501483.474952
  nChanged 6
		SP:Iteration 296Q (8427.660000 sec): 3 clusters
  Score: Raw -2504729.876815 + Penalty 3245.446352 = -2501484.430463
  nChanged 4
		SP:Iteration 297Q (8427.700000 sec): 3 clusters
  Score: Raw -2504731.216795 + Penalty 3245.446352 = -2501485.770443
  nChanged 6
		SP:Iteration 298Q (8427.750000 sec): 3 clusters
  Score: Raw -2504733.065177 + Penalty 3245.446352 = -2501487.618826
  nChanged 3
		SP:Iteration 299Q (8427.790000 sec): 3 clusters
  Score: Raw -2504733.706013 + Penalty 3245.446352 = -2501488.259661
  nChanged 2
		SP:Iteration 300F (8427.840000 sec): 3 clusters
  Score: Raw -2504734.034618 + Penalty 3245.446352 = -2501488.588266
  nChanged 1
		SP:Iteration 301Q (8427.890000 sec): 3 clusters
  Score: Raw -2504734.231074 + Penalty 3245.446352 = -2501488.784723
  nChanged 2
		SP:Iteration 302Q (8427.930000 sec): 3 clusters
  Score: Raw -2504734.657909 + Penalty 3245.446352 = -2501489.211558
  nChanged 2
		SP:Iteration 303Q (8427.970000 sec): 3 clusters
  Score: Raw -2504734.978468 + Penalty 3245.446352 = -2501489.532116
  nChanged 2
		SP:Iteration 304Q (8428.010000 sec): 3 clusters
  Score: Raw -2504735.319675 + Penalty 3245.446352 = -2501489.873323
  nChanged 0
		SP:Iteration 305F (8428.070000 sec): 3 clusters
  Score: Raw -2504735.319675 + Penalty 3245.446352 = -2501489.873323
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (502886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8429.530000 sec): 2 clusters
  Score: Raw -58759148.964964 + Penalty 2133.319302 = -58757015.645662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8430.870000 sec): 3 clusters
  Score: Raw -58420185.526971 + Penalty 4266.638605 = -58415918.888366
  nChanged 246466
		SP:Iteration 1F (8432.200000 sec): 3 clusters
  Score: Raw -58570605.264473 + Penalty 4266.638605 = -58566338.625868
  nChanged 18347
		SP:Iteration 2Q (8433.520000 sec): 3 clusters
  Score: Raw -58576517.939255 + Penalty 4266.638605 = -58572251.300651
  nChanged 24286
		SP:Iteration 3Q (8434.880000 sec): 3 clusters
  Score: Raw -58587317.188908 + Penalty 4266.638605 = -58583050.550303
  nChanged 32149
		SP:Iteration 4F (8436.160000 sec): 3 clusters
  Score: Raw -58606250.469585 + Penalty 4266.638605 = -58601983.830981
  nChanged 39906
		SP:Iteration 5F (8437.450000 sec): 3 clusters
  Score: Raw -58636059.771516 + Penalty 4266.638605 = -58631793.132912
  nChanged 44290
		SP:Iteration 6F (8438.810000 sec): 3 clusters
  Score: Raw -58675800.666731 + Penalty 4266.638605 = -58671534.028127
  nChanged 40527
		SP:Iteration 7F (8440.170000 sec): 3 clusters
  Score: Raw -58716042.193257 + Penalty 4266.638605 = -58711775.554652
  nChanged 27241
		SP:Iteration 8F (8441.470000 sec): 3 clusters
  Score: Raw -58743253.501847 + Penalty 4266.638605 = -58738986.863242
  nChanged 12250
		SP:Iteration 9Q (8442.690000 sec): 3 clusters
  Score: Raw -58754659.245876 + Penalty 4266.638605 = -58750392.607272
  nChanged 3925
		SP:Iteration 10Q (8443.770000 sec): 3 clusters
  Score: Raw -58758017.428979 + Penalty 4266.638605 = -58753750.790375
  nChanged 1112
		SP:Iteration 11Q (8444.710000 sec): 3 clusters
  Score: Raw -58758901.750280 + Penalty 4266.638605 = -58754635.111676
  nChanged 290
		SP:Iteration 12Q (8445.640000 sec): 3 clusters
  Score: Raw -58759166.546183 + Penalty 4266.638605 = -58754899.907578
  nChanged 114
		SP:Iteration 13Q (8446.550000 sec): 3 clusters
  Score: Raw -58759286.037774 + Penalty 4266.638605 = -58755019.399169
  nChanged 46
		SP:Iteration 14Q (8447.440000 sec): 3 clusters
  Score: Raw -58759340.898377 + Penalty 4266.638605 = -58755074.259772
  nChanged 27
		SP:Iteration 15Q (8448.340000 sec): 3 clusters
  Score: Raw -58759372.989179 + Penalty 4266.638605 = -58755106.350575
  nChanged 22
		SP:Iteration 16Q (8449.230000 sec): 3 clusters
  Score: Raw -58759398.413713 + Penalty 4266.638605 = -58755131.775108
  nChanged 11
		SP:Iteration 17Q (8450.140000 sec): 3 clusters
  Score: Raw -58759413.690027 + Penalty 4266.638605 = -58755147.051422
  nChanged 9
		SP:Iteration 18Q (8451.050000 sec): 3 clusters
  Score: Raw -58759423.690384 + Penalty 4266.638605 = -58755157.051780
  nChanged 7
		SP:Iteration 19Q (8451.950000 sec): 3 clusters
  Score: Raw -58759430.180091 + Penalty 4266.638605 = -58755163.541487
  nChanged 4
		SP:Iteration 20F (8453.220000 sec): 3 clusters
  Score: Raw -58759432.918603 + Penalty 4266.638605 = -58755166.279998
  nChanged 2
		SP:Iteration 21Q (8454.110000 sec): 3 clusters
  Score: Raw -58759434.242831 + Penalty 4266.638605 = -58755167.604226
  nChanged 0
		SP:Iteration 22F (8455.390000 sec): 3 clusters
  Score: Raw -58759434.242831 + Penalty 4266.638605 = -58755167.604226
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8455.630000 sec): 2 clusters
  Score: Raw -389259.109286 + Penalty 1324.497926 = -387934.611360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8455.640000 sec): 3 clusters
  Score: Raw -387553.072399 + Penalty 2648.995853 = -384904.076546
  nChanged 1341
		SP:Iteration 1F (8455.650000 sec): 3 clusters
  Score: Raw -388340.637288 + Penalty 2648.995853 = -385691.641436
  nChanged 286
		SP:Iteration 2F (8455.650000 sec): 3 clusters
  Score: Raw -388552.819020 + Penalty 2648.995853 = -385903.823167
  nChanged 246
		SP:Iteration 3F (8455.660000 sec): 3 clusters
  Score: Raw -388749.508680 + Penalty 2648.995853 = -386100.512827
  nChanged 208
		SP:Iteration 4F (8455.670000 sec): 3 clusters
  Score: Raw -388929.899863 + Penalty 2648.995853 = -386280.904010
  nChanged 174
		SP:Iteration 5F (8455.680000 sec): 3 clusters
  Score: Raw -389078.770824 + Penalty 2648.995853 = -386429.774971
  nChanged 156
		SP:Iteration 6Q (8455.690000 sec): 3 clusters
  Score: Raw -389239.095493 + Penalty 2648.995853 = -386590.099640
  nChanged 158
		SP:Iteration 7Q (8455.700000 sec): 3 clusters
  Score: Raw -389428.696158 + Penalty 2648.995853 = -386779.700306
  nChanged 162
		SP:Iteration 8Q (8455.710000 sec): 3 clusters
  Score: Raw -389576.126414 + Penalty 2648.995853 = -386927.130561
  nChanged 121
		SP:Iteration 9Q (8455.710000 sec): 3 clusters
  Score: Raw -389693.133706 + Penalty 2648.995853 = -387044.137853
  nChanged 106
		SP:Iteration 10Q (8455.720000 sec): 3 clusters
  Score: Raw -389797.654121 + Penalty 2648.995853 = -387148.658269
  nChanged 90
		SP:Iteration 11Q (8455.730000 sec): 3 clusters
  Score: Raw -389884.432930 + Penalty 2648.995853 = -387235.437077
  nChanged 75
		SP:Iteration 12Q (8455.730000 sec): 3 clusters
  Score: Raw -389955.495456 + Penalty 2648.995853 = -387306.499603
  nChanged 66
		SP:Iteration 13Q (8455.740000 sec): 3 clusters
  Score: Raw -390024.375457 + Penalty 2648.995853 = -387375.379604
  nChanged 61
		SP:Iteration 14Q (8455.750000 sec): 3 clusters
  Score: Raw -390084.283880 + Penalty 2648.995853 = -387435.288028
  nChanged 51
		SP:Iteration 15Q (8455.760000 sec): 3 clusters
  Score: Raw -390119.080627 + Penalty 2648.995853 = -387470.084774
  nChanged 32
		SP:Iteration 16Q (8455.760000 sec): 3 clusters
  Score: Raw -390139.912783 + Penalty 2648.995853 = -387490.916930
  nChanged 18
		SP:Iteration 17Q (8455.770000 sec): 3 clusters
  Score: Raw -390152.464210 + Penalty 2648.995853 = -387503.468357
  nChanged 23
		SP:Iteration 18Q (8455.780000 sec): 3 clusters
  Score: Raw -390164.070325 + Penalty 2648.995853 = -387515.074472
  nChanged 17
		SP:Iteration 19Q (8455.780000 sec): 3 clusters
  Score: Raw -390172.669996 + Penalty 2648.995853 = -387523.674143
  nChanged 10
		SP:Iteration 20F (8455.790000 sec): 3 clusters
  Score: Raw -390177.803214 + Penalty 2648.995853 = -387528.807361
  nChanged 7
		SP:Iteration 21Q (8455.800000 sec): 3 clusters
  Score: Raw -390180.501739 + Penalty 2648.995853 = -387531.505886
  nChanged 4
		SP:Iteration 22Q (8455.810000 sec): 3 clusters
  Score: Raw -390182.199573 + Penalty 2648.995853 = -387533.203720
  nChanged 3
		SP:Iteration 23Q (8455.810000 sec): 3 clusters
  Score: Raw -390183.509790 + Penalty 2648.995853 = -387534.513937
  nChanged 3
		SP:Iteration 24Q (8455.820000 sec): 3 clusters
  Score: Raw -390184.578353 + Penalty 2648.995853 = -387535.582500
  nChanged 1
		SP:Iteration 25Q (8455.830000 sec): 3 clusters
  Score: Raw -390184.750714 + Penalty 2648.995853 = -387535.754861
  nChanged 2
		SP:Iteration 26Q (8455.830000 sec): 3 clusters
  Score: Raw -390185.444798 + Penalty 2648.995853 = -387536.448945
  nChanged 2
		SP:Iteration 27Q (8455.840000 sec): 3 clusters
  Score: Raw -390186.518026 + Penalty 2648.995853 = -387537.522173
  nChanged 3
		SP:Iteration 28Q (8455.850000 sec): 3 clusters
  Score: Raw -390188.207915 + Penalty 2648.995853 = -387539.212062
  nChanged 1
		SP:Iteration 29Q (8455.850000 sec): 3 clusters
  Score: Raw -390188.413896 + Penalty 2648.995853 = -387539.418043
  nChanged 1
		SP:Iteration 30Q (8455.860000 sec): 3 clusters
  Score: Raw -390188.722502 + Penalty 2648.995853 = -387539.726649
  nChanged 0
		SP:Iteration 31F (8455.870000 sec): 3 clusters
  Score: Raw -390188.722502 + Penalty 2648.995853 = -387539.726649
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (51073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8456.020000 sec): 2 clusters
  Score: Raw -6069046.296342 + Penalty 1761.664330 = -6067284.632012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8456.150000 sec): 3 clusters
  Score: Raw -6036550.587702 + Penalty 3523.328660 = -6033027.259043
  nChanged 24026
		SP:Iteration 1F (8456.290000 sec): 3 clusters
  Score: Raw -6050180.669519 + Penalty 3523.328660 = -6046657.340859
  nChanged 1664
		SP:Iteration 2Q (8456.420000 sec): 3 clusters
  Score: Raw -6050587.546685 + Penalty 3523.328660 = -6047064.218026
  nChanged 1692
		SP:Iteration 3Q (8456.560000 sec): 3 clusters
  Score: Raw -6051083.574393 + Penalty 3523.328660 = -6047560.245734
  nChanged 1855
		SP:Iteration 4Q (8456.700000 sec): 3 clusters
  Score: Raw -6051778.720655 + Penalty 3523.328660 = -6048255.391996
  nChanged 2174
		SP:Iteration 5Q (8456.830000 sec): 3 clusters
  Score: Raw -6052783.499991 + Penalty 3523.328660 = -6049260.171331
  nChanged 2578
		SP:Iteration 6F (8456.970000 sec): 3 clusters
  Score: Raw -6054205.578528 + Penalty 3523.328660 = -6050682.249868
  nChanged 3068
		SP:Iteration 7F (8457.100000 sec): 3 clusters
  Score: Raw -6056275.201939 + Penalty 3523.328660 = -6052751.873279
  nChanged 3512
		SP:Iteration 8F (8457.230000 sec): 3 clusters
  Score: Raw -6059030.068254 + Penalty 3523.328660 = -6055506.739594
  nChanged 3508
		SP:Iteration 9F (8457.360000 sec): 3 clusters
  Score: Raw -6061954.800052 + Penalty 3523.328660 = -6058431.471393
  nChanged 2981
		SP:Iteration 10F (8457.490000 sec): 3 clusters
  Score: Raw -6064549.387517 + Penalty 3523.328660 = -6061026.058857
  nChanged 2254
		SP:Iteration 11Q (8457.620000 sec): 3 clusters
  Score: Raw -6066519.649451 + Penalty 3523.328660 = -6062996.320791
  nChanged 1462
		SP:Iteration 12Q (8457.730000 sec): 3 clusters
  Score: Raw -6067770.412343 + Penalty 3523.328660 = -6064247.083683
  nChanged 883
		SP:Iteration 13Q (8457.840000 sec): 3 clusters
  Score: Raw -6068520.317541 + Penalty 3523.328660 = -6064996.988881
  nChanged 536
		SP:Iteration 14Q (8457.940000 sec): 3 clusters
  Score: Raw -6068957.925478 + Penalty 3523.328660 = -6065434.596819
  nChanged 312
		SP:Iteration 15Q (8458.040000 sec): 3 clusters
  Score: Raw -6069219.798384 + Penalty 3523.328660 = -6065696.469724
  nChanged 200
		SP:Iteration 16Q (8458.130000 sec): 3 clusters
  Score: Raw -6069372.140582 + Penalty 3523.328660 = -6065848.811922
  nChanged 139
		SP:Iteration 17Q (8458.230000 sec): 3 clusters
  Score: Raw -6069456.186543 + Penalty 3523.328660 = -6065932.857884
  nChanged 106
		SP:Iteration 18Q (8458.320000 sec): 3 clusters
  Score: Raw -6069507.219574 + Penalty 3523.328660 = -6065983.890914
  nChanged 67
		SP:Iteration 19Q (8458.410000 sec): 3 clusters
  Score: Raw -6069537.493455 + Penalty 3523.328660 = -6066014.164796
  nChanged 54
		SP:Iteration 20F (8458.540000 sec): 3 clusters
  Score: Raw -6069561.233332 + Penalty 3523.328660 = -6066037.904672
  nChanged 48
		SP:Iteration 21Q (8458.630000 sec): 3 clusters
  Score: Raw -6069578.447810 + Penalty 3523.328660 = -6066055.119150
  nChanged 36
		SP:Iteration 22Q (8458.720000 sec): 3 clusters
  Score: Raw -6069590.141196 + Penalty 3523.328660 = -6066066.812536
  nChanged 23
		SP:Iteration 23Q (8458.810000 sec): 3 clusters
  Score: Raw -6069598.967058 + Penalty 3523.328660 = -6066075.638398
  nChanged 19
		SP:Iteration 24Q (8458.910000 sec): 3 clusters
  Score: Raw -6069605.726032 + Penalty 3523.328660 = -6066082.397372
  nChanged 15
		SP:Iteration 25Q (8459.000000 sec): 3 clusters
  Score: Raw -6069609.834214 + Penalty 3523.328660 = -6066086.505554
  nChanged 9
		SP:Iteration 26Q (8459.090000 sec): 3 clusters
  Score: Raw -6069611.560682 + Penalty 3523.328660 = -6066088.232022
  nChanged 7
		SP:Iteration 27Q (8459.180000 sec): 3 clusters
  Score: Raw -6069613.115110 + Penalty 3523.328660 = -6066089.786451
  nChanged 6
		SP:Iteration 28Q (8459.270000 sec): 3 clusters
  Score: Raw -6069615.618908 + Penalty 3523.328660 = -6066092.290248
  nChanged 12
		SP:Iteration 29Q (8459.360000 sec): 3 clusters
  Score: Raw -6069619.206601 + Penalty 3523.328660 = -6066095.877942
  nChanged 13
		SP:Iteration 30Q (8459.450000 sec): 3 clusters
  Score: Raw -6069624.832056 + Penalty 3523.328660 = -6066101.503397
  nChanged 18
		SP:Iteration 31Q (8459.550000 sec): 3 clusters
  Score: Raw -6069630.851487 + Penalty 3523.328660 = -6066107.522827
  nChanged 12
		SP:Iteration 32Q (8459.640000 sec): 3 clusters
  Score: Raw -6069634.689906 + Penalty 3523.328660 = -6066111.361247
  nChanged 6
		SP:Iteration 33Q (8459.730000 sec): 3 clusters
  Score: Raw -6069635.881883 + Penalty 3523.328660 = -6066112.553224
  nChanged 3
		SP:Iteration 34Q (8459.830000 sec): 3 clusters
  Score: Raw -6069636.810570 + Penalty 3523.328660 = -6066113.481910
  nChanged 1
		SP:Iteration 35Q (8459.920000 sec): 3 clusters
  Score: Raw -6069637.004005 + Penalty 3523.328660 = -6066113.675345
  nChanged 2
		SP:Iteration 36Q (8460.010000 sec): 3 clusters
  Score: Raw -6069637.530002 + Penalty 3523.328660 = -6066114.201343
  nChanged 2
		SP:Iteration 37Q (8460.100000 sec): 3 clusters
  Score: Raw -6069638.127009 + Penalty 3523.328660 = -6066114.798349
  nChanged 3
		SP:Iteration 38Q (8460.200000 sec): 3 clusters
  Score: Raw -6069638.805313 + Penalty 3523.328660 = -6066115.476654
  nChanged 0
		SP:Iteration 39F (8460.330000 sec): 3 clusters
  Score: Raw -6069638.805313 + Penalty 3523.328660 = -6066115.476654
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (11046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8460.380000 sec): 2 clusters
  Score: Raw -1274894.088436 + Penalty 1512.846343 = -1273381.242093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8460.410000 sec): 3 clusters
  Score: Raw -1268531.717041 + Penalty 3025.692686 = -1265506.024354
  nChanged 4784
		SP:Iteration 1F (8460.430000 sec): 3 clusters
  Score: Raw -1271036.389102 + Penalty 3025.692686 = -1268010.696415
  nChanged 631
		SP:Iteration 2F (8460.460000 sec): 3 clusters
  Score: Raw -1271285.858687 + Penalty 3025.692686 = -1268260.166001
  nChanged 548
		SP:Iteration 3Q (8460.490000 sec): 3 clusters
  Score: Raw -1271580.954324 + Penalty 3025.692686 = -1268555.261637
  nChanged 603
		SP:Iteration 4F (8460.520000 sec): 3 clusters
  Score: Raw -1271946.675701 + Penalty 3025.692686 = -1268920.983014
  nChanged 741
		SP:Iteration 5F (8460.550000 sec): 3 clusters
  Score: Raw -1272436.136534 + Penalty 3025.692686 = -1269410.443848
  nChanged 776
		SP:Iteration 6F (8460.580000 sec): 3 clusters
  Score: Raw -1273037.071788 + Penalty 3025.692686 = -1270011.379101
  nChanged 785
		SP:Iteration 7F (8460.610000 sec): 3 clusters
  Score: Raw -1273684.161769 + Penalty 3025.692686 = -1270658.469083
  nChanged 709
		SP:Iteration 8F (8460.630000 sec): 3 clusters
  Score: Raw -1274264.237195 + Penalty 3025.692686 = -1271238.544508
  nChanged 468
		SP:Iteration 9Q (8460.660000 sec): 3 clusters
  Score: Raw -1274590.467497 + Penalty 3025.692686 = -1271564.774811
  nChanged 287
		SP:Iteration 10Q (8460.690000 sec): 3 clusters
  Score: Raw -1274759.868661 + Penalty 3025.692686 = -1271734.175974
  nChanged 205
		SP:Iteration 11Q (8460.710000 sec): 3 clusters
  Score: Raw -1274880.906937 + Penalty 3025.692686 = -1271855.214250
  nChanged 149
		SP:Iteration 12Q (8460.740000 sec): 3 clusters
  Score: Raw -1274965.544729 + Penalty 3025.692686 = -1271939.852042
  nChanged 125
		SP:Iteration 13Q (8460.770000 sec): 3 clusters
  Score: Raw -1275029.502195 + Penalty 3025.692686 = -1272003.809509
  nChanged 81
		SP:Iteration 14Q (8460.790000 sec): 3 clusters
  Score: Raw -1275072.700793 + Penalty 3025.692686 = -1272047.008106
  nChanged 66
		SP:Iteration 15Q (8460.820000 sec): 3 clusters
  Score: Raw -1275106.052620 + Penalty 3025.692686 = -1272080.359934
  nChanged 49
		SP:Iteration 16Q (8460.840000 sec): 3 clusters
  Score: Raw -1275129.234959 + Penalty 3025.692686 = -1272103.542272
  nChanged 41
		SP:Iteration 17Q (8460.870000 sec): 3 clusters
  Score: Raw -1275147.918517 + Penalty 3025.692686 = -1272122.225830
  nChanged 29
		SP:Iteration 18Q (8460.890000 sec): 3 clusters
  Score: Raw -1275165.804244 + Penalty 3025.692686 = -1272140.111557
  nChanged 26
		SP:Iteration 19Q (8460.920000 sec): 3 clusters
  Score: Raw -1275178.610202 + Penalty 3025.692686 = -1272152.917516
  nChanged 22
		SP:Iteration 20F (8460.950000 sec): 3 clusters
  Score: Raw -1275190.028042 + Penalty 3025.692686 = -1272164.335356
  nChanged 17
		SP:Iteration 21Q (8460.970000 sec): 3 clusters
  Score: Raw -1275197.560017 + Penalty 3025.692686 = -1272171.867331
  nChanged 8
		SP:Iteration 22Q (8460.990000 sec): 3 clusters
  Score: Raw -1275200.749593 + Penalty 3025.692686 = -1272175.056906
  nChanged 8
		SP:Iteration 23Q (8461.020000 sec): 3 clusters
  Score: Raw -1275205.295359 + Penalty 3025.692686 = -1272179.602672
  nChanged 3
		SP:Iteration 24Q (8461.040000 sec): 3 clusters
  Score: Raw -1275207.653920 + Penalty 3025.692686 = -1272181.961234
  nChanged 5
		SP:Iteration 25Q (8461.060000 sec): 3 clusters
  Score: Raw -1275210.531780 + Penalty 3025.692686 = -1272184.839094
  nChanged 5
		SP:Iteration 26Q (8461.090000 sec): 3 clusters
  Score: Raw -1275213.525432 + Penalty 3025.692686 = -1272187.832746
  nChanged 6
		SP:Iteration 27Q (8461.110000 sec): 3 clusters
  Score: Raw -1275216.422146 + Penalty 3025.692686 = -1272190.729460
  nChanged 3
		SP:Iteration 28Q (8461.130000 sec): 3 clusters
  Score: Raw -1275218.682172 + Penalty 3025.692686 = -1272192.989485
  nChanged 2
		SP:Iteration 29Q (8461.160000 sec): 3 clusters
  Score: Raw -1275219.532473 + Penalty 3025.692686 = -1272193.839787
  nChanged 2
		SP:Iteration 30Q (8461.180000 sec): 3 clusters
  Score: Raw -1275221.267282 + Penalty 3025.692686 = -1272195.574596
  nChanged 4
		SP:Iteration 31Q (8461.200000 sec): 3 clusters
  Score: Raw -1275224.413670 + Penalty 3025.692686 = -1272198.720983
  nChanged 5
		SP:Iteration 32Q (8461.230000 sec): 3 clusters
  Score: Raw -1275226.234722 + Penalty 3025.692686 = -1272200.542036
  nChanged 3
		SP:Iteration 33Q (8461.250000 sec): 3 clusters
  Score: Raw -1275227.814151 + Penalty 3025.692686 = -1272202.121464
  nChanged 2
		SP:Iteration 34Q (8461.270000 sec): 3 clusters
  Score: Raw -1275228.675198 + Penalty 3025.692686 = -1272202.982511
  nChanged 0
		SP:Iteration 35F (8461.300000 sec): 3 clusters
  Score: Raw -1275228.675198 + Penalty 3025.692686 = -1272202.982511
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8461.320000 sec): 2 clusters
  Score: Raw -204756.686890 + Penalty 1225.091897 = -203531.594993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8461.330000 sec): 3 clusters
  Score: Raw -203982.518369 + Penalty 2450.183793 = -201532.334576
  nChanged 669
		SP:Iteration 1F (8461.330000 sec): 3 clusters
  Score: Raw -204681.314632 + Penalty 2450.183793 = -202231.130839
  nChanged 216
		SP:Iteration 2F (8461.340000 sec): 3 clusters
  Score: Raw -204979.959715 + Penalty 2450.183793 = -202529.775922
  nChanged 144
		SP:Iteration 3F (8461.340000 sec): 3 clusters
  Score: Raw -205184.036677 + Penalty 2450.183793 = -202733.852884
  nChanged 97
		SP:Iteration 4F (8461.350000 sec): 3 clusters
  Score: Raw -205309.994537 + Penalty 2450.183793 = -202859.810743
  nChanged 76
		SP:Iteration 5Q (8461.350000 sec): 3 clusters
  Score: Raw -205412.427061 + Penalty 2450.183793 = -202962.243268
  nChanged 41
		SP:Iteration 6Q (8461.350000 sec): 3 clusters
  Score: Raw -205453.697866 + Penalty 2450.183793 = -203003.514073
  nChanged 20
		SP:Iteration 7Q (8461.360000 sec): 3 clusters
  Score: Raw -205465.640349 + Penalty 2450.183793 = -203015.456556
  nChanged 12
		SP:Iteration 8Q (8461.360000 sec): 3 clusters
  Score: Raw -205476.994496 + Penalty 2450.183793 = -203026.810703
  nChanged 12
		SP:Iteration 9Q (8461.370000 sec): 3 clusters
  Score: Raw -205483.970278 + Penalty 2450.183793 = -203033.786485
  nChanged 7
		SP:Iteration 10Q (8461.370000 sec): 3 clusters
  Score: Raw -205497.491683 + Penalty 2450.183793 = -203047.307890
  nChanged 8
		SP:Iteration 11Q (8461.370000 sec): 3 clusters
  Score: Raw -205500.579328 + Penalty 2450.183793 = -203050.395535
  nChanged 3
		SP:Iteration 12Q (8461.380000 sec): 3 clusters
  Score: Raw -205503.138037 + Penalty 2450.183793 = -203052.954243
  nChanged 4
		SP:Iteration 13Q (8461.380000 sec): 3 clusters
  Score: Raw -205504.444024 + Penalty 2450.183793 = -203054.260230
  nChanged 0
		SP:Iteration 14F (8461.390000 sec): 3 clusters
  Score: Raw -205504.444024 + Penalty 2450.183793 = -203054.260230
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (29117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8461.550000 sec): 2 clusters
  Score: Raw -3362382.027296 + Penalty 1670.350090 = -3360711.677206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8461.650000 sec): 3 clusters
  Score: Raw -3344417.744911 + Penalty 3340.700179 = -3341077.044732
  nChanged 13302
		SP:Iteration 1F (8461.730000 sec): 3 clusters
  Score: Raw -3352233.933349 + Penalty 3340.700179 = -3348893.233169
  nChanged 1951
		SP:Iteration 2F (8461.810000 sec): 3 clusters
  Score: Raw -3353392.142603 + Penalty 3340.700179 = -3350051.442423
  nChanged 2284
		SP:Iteration 3F (8461.890000 sec): 3 clusters
  Score: Raw -3355093.935563 + Penalty 3340.700179 = -3351753.235383
  nChanged 2486
		SP:Iteration 4F (8461.960000 sec): 3 clusters
  Score: Raw -3357349.472119 + Penalty 3340.700179 = -3354008.771939
  nChanged 2345
		SP:Iteration 5F (8462.030000 sec): 3 clusters
  Score: Raw -3359663.403677 + Penalty 3340.700179 = -3356322.703498
  nChanged 1735
		SP:Iteration 6F (8462.110000 sec): 3 clusters
  Score: Raw -3361337.535081 + Penalty 3340.700179 = -3357996.834901
  nChanged 1008
		SP:Iteration 7Q (8462.180000 sec): 3 clusters
  Score: Raw -3362428.564546 + Penalty 3340.700179 = -3359087.864366
  nChanged 556
		SP:Iteration 8Q (8462.240000 sec): 3 clusters
  Score: Raw -3363170.470494 + Penalty 3340.700179 = -3359829.770314
  nChanged 394
		SP:Iteration 9Q (8462.310000 sec): 3 clusters
  Score: Raw -3363609.591890 + Penalty 3340.700179 = -3360268.891711
  nChanged 281
		SP:Iteration 10Q (8462.360000 sec): 3 clusters
  Score: Raw -3363823.372035 + Penalty 3340.700179 = -3360482.671855
  nChanged 144
		SP:Iteration 11Q (8462.420000 sec): 3 clusters
  Score: Raw -3363897.059446 + Penalty 3340.700179 = -3360556.359266
  nChanged 71
		SP:Iteration 12Q (8462.470000 sec): 3 clusters
  Score: Raw -3363915.120458 + Penalty 3340.700179 = -3360574.420278
  nChanged 35
		SP:Iteration 13Q (8462.530000 sec): 3 clusters
  Score: Raw -3363925.597166 + Penalty 3340.700179 = -3360584.896986
  nChanged 32
		SP:Iteration 14Q (8462.580000 sec): 3 clusters
  Score: Raw -3363933.334387 + Penalty 3340.700179 = -3360592.634208
  nChanged 22
		SP:Iteration 15Q (8462.640000 sec): 3 clusters
  Score: Raw -3363938.459472 + Penalty 3340.700179 = -3360597.759292
  nChanged 16
		SP:Iteration 16Q (8462.700000 sec): 3 clusters
  Score: Raw -3363940.457315 + Penalty 3340.700179 = -3360599.757136
  nChanged 6
		SP:Iteration 17Q (8462.750000 sec): 3 clusters
  Score: Raw -3363941.719979 + Penalty 3340.700179 = -3360601.019799
  nChanged 7
		SP:Iteration 18Q (8462.810000 sec): 3 clusters
  Score: Raw -3363942.821968 + Penalty 3340.700179 = -3360602.121788
  nChanged 6
		SP:Iteration 19Q (8462.860000 sec): 3 clusters
  Score: Raw -3363944.051700 + Penalty 3340.700179 = -3360603.351520
  nChanged 6
		SP:Iteration 20F (8462.940000 sec): 3 clusters
  Score: Raw -3363944.980211 + Penalty 3340.700179 = -3360604.280032
  nChanged 6
		SP:Iteration 21Q (8463.010000 sec): 3 clusters
  Score: Raw -3363945.761853 + Penalty 3340.700179 = -3360605.061674
  nChanged 2
		SP:Iteration 22Q (8463.070000 sec): 3 clusters
  Score: Raw -3363945.907238 + Penalty 3340.700179 = -3360605.207059
  nChanged 1
		SP:Iteration 23Q (8463.120000 sec): 3 clusters
  Score: Raw -3363946.010678 + Penalty 3340.700179 = -3360605.310498
  nChanged 0
		SP:Iteration 24F (8463.190000 sec): 3 clusters
  Score: Raw -3363946.010678 + Penalty 3340.700179 = -3360605.310498
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (16971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8463.240000 sec): 2 clusters
  Score: Raw -1814536.897598 + Penalty 1582.629959 = -1812954.267639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8463.290000 sec): 3 clusters
  Score: Raw -1804603.837252 + Penalty 3165.259917 = -1801438.577335
  nChanged 7579
		SP:Iteration 1F (8463.330000 sec): 3 clusters
  Score: Raw -1809937.543342 + Penalty 3165.259917 = -1806772.283425
  nChanged 1581
		SP:Iteration 2F (8463.370000 sec): 3 clusters
  Score: Raw -1811736.000748 + Penalty 3165.259917 = -1808570.740831
  nChanged 1552
		SP:Iteration 3F (8463.420000 sec): 3 clusters
  Score: Raw -1813221.692588 + Penalty 3165.259917 = -1810056.432671
  nChanged 1185
		SP:Iteration 4F (8463.460000 sec): 3 clusters
  Score: Raw -1813977.210792 + Penalty 3165.259917 = -1810811.950875
  nChanged 775
		SP:Iteration 5Q (8463.510000 sec): 3 clusters
  Score: Raw -1814292.123135 + Penalty 3165.259917 = -1811126.863218
  nChanged 489
		SP:Iteration 6Q (8463.550000 sec): 3 clusters
  Score: Raw -1814446.214953 + Penalty 3165.259917 = -1811280.955036
  nChanged 353
		SP:Iteration 7Q (8463.590000 sec): 3 clusters
  Score: Raw -1814545.528922 + Penalty 3165.259917 = -1811380.269005
  nChanged 287
		SP:Iteration 8Q (8463.650000 sec): 3 clusters
  Score: Raw -1814624.312805 + Penalty 3165.259917 = -1811459.052888
  nChanged 241
		SP:Iteration 9Q (8463.690000 sec): 3 clusters
  Score: Raw -1814706.291980 + Penalty 3165.259917 = -1811541.032063
  nChanged 240
		SP:Iteration 10Q (8463.740000 sec): 3 clusters
  Score: Raw -1814787.416327 + Penalty 3165.259917 = -1811622.156409
  nChanged 219
		SP:Iteration 11Q (8463.780000 sec): 3 clusters
  Score: Raw -1814852.594135 + Penalty 3165.259917 = -1811687.334218
  nChanged 192
		SP:Iteration 12Q (8463.830000 sec): 3 clusters
  Score: Raw -1814910.656000 + Penalty 3165.259917 = -1811745.396083
  nChanged 201
		SP:Iteration 13Q (8463.870000 sec): 3 clusters
  Score: Raw -1814969.044948 + Penalty 3165.259917 = -1811803.785031
  nChanged 208
		SP:Iteration 14Q (8463.910000 sec): 3 clusters
  Score: Raw -1815030.474427 + Penalty 3165.259917 = -1811865.214510
  nChanged 227
		SP:Iteration 15Q (8463.960000 sec): 3 clusters
  Score: Raw -1815103.747496 + Penalty 3165.259917 = -1811938.487579
  nChanged 237
		SP:Iteration 16Q (8464.000000 sec): 3 clusters
  Score: Raw -1815192.067403 + Penalty 3165.259917 = -1812026.807486
  nChanged 265
		SP:Iteration 17Q (8464.050000 sec): 3 clusters
  Score: Raw -1815295.673433 + Penalty 3165.259917 = -1812130.413516
  nChanged 283
		SP:Iteration 18Q (8464.090000 sec): 3 clusters
  Score: Raw -1815425.332127 + Penalty 3165.259917 = -1812260.072209
  nChanged 317
		SP:Iteration 19Q (8464.130000 sec): 3 clusters
  Score: Raw -1815584.931680 + Penalty 3165.259917 = -1812419.671762
  nChanged 326
		SP:Iteration 20F (8464.180000 sec): 3 clusters
  Score: Raw -1815744.173250 + Penalty 3165.259917 = -1812578.913332
  nChanged 301
		SP:Iteration 21Q (8464.220000 sec): 3 clusters
  Score: Raw -1815879.111789 + Penalty 3165.259917 = -1812713.851872
  nChanged 274
		SP:Iteration 22Q (8464.270000 sec): 3 clusters
  Score: Raw -1815981.679083 + Penalty 3165.259917 = -1812816.419166
  nChanged 233
		SP:Iteration 23Q (8464.310000 sec): 3 clusters
  Score: Raw -1816057.789928 + Penalty 3165.259917 = -1812892.530010
  nChanged 200
		SP:Iteration 24Q (8464.350000 sec): 3 clusters
  Score: Raw -1816113.162752 + Penalty 3165.259917 = -1812947.902835
  nChanged 201
		SP:Iteration 25Q (8464.400000 sec): 3 clusters
  Score: Raw -1816165.604220 + Penalty 3165.259917 = -1813000.344303
  nChanged 167
		SP:Iteration 26Q (8464.450000 sec): 3 clusters
  Score: Raw -1816214.632205 + Penalty 3165.259917 = -1813049.372288
  nChanged 143
		SP:Iteration 27Q (8464.490000 sec): 3 clusters
  Score: Raw -1816260.436629 + Penalty 3165.259917 = -1813095.176712
  nChanged 152
		SP:Iteration 28Q (8464.530000 sec): 3 clusters
  Score: Raw -1816319.123757 + Penalty 3165.259917 = -1813153.863839
  nChanged 156
		SP:Iteration 29Q (8464.580000 sec): 3 clusters
  Score: Raw -1816397.300967 + Penalty 3165.259917 = -1813232.041050
  nChanged 168
		SP:Iteration 30Q (8464.620000 sec): 3 clusters
  Score: Raw -1816537.602107 + Penalty 3165.259917 = -1813372.342190
  nChanged 189
		SP:Iteration 31Q (8464.670000 sec): 3 clusters
  Score: Raw -1816694.341017 + Penalty 3165.259917 = -1813529.081099
  nChanged 186
		SP:Iteration 32Q (8464.720000 sec): 3 clusters
  Score: Raw -1816826.168123 + Penalty 3165.259917 = -1813660.908206
  nChanged 166
		SP:Iteration 33Q (8464.760000 sec): 3 clusters
  Score: Raw -1816896.034994 + Penalty 3165.259917 = -1813730.775076
  nChanged 151
		SP:Iteration 34Q (8464.800000 sec): 3 clusters
  Score: Raw -1816941.211841 + Penalty 3165.259917 = -1813775.951924
  nChanged 119
		SP:Iteration 35Q (8464.850000 sec): 3 clusters
  Score: Raw -1816970.929508 + Penalty 3165.259917 = -1813805.669591
  nChanged 88
		SP:Iteration 36Q (8464.890000 sec): 3 clusters
  Score: Raw -1816988.751499 + Penalty 3165.259917 = -1813823.491582
  nChanged 71
		SP:Iteration 37Q (8464.930000 sec): 3 clusters
  Score: Raw -1817000.456013 + Penalty 3165.259917 = -1813835.196096
  nChanged 60
		SP:Iteration 38Q (8464.970000 sec): 3 clusters
  Score: Raw -1817011.939044 + Penalty 3165.259917 = -1813846.679127
  nChanged 50
		SP:Iteration 39Q (8465.010000 sec): 3 clusters
  Score: Raw -1817020.335579 + Penalty 3165.259917 = -1813855.075662
  nChanged 33
		SP:Iteration 40F (8465.060000 sec): 3 clusters
  Score: Raw -1817025.539182 + Penalty 3165.259917 = -1813860.279265
  nChanged 36
		SP:Iteration 41Q (8465.100000 sec): 3 clusters
  Score: Raw -1817031.822246 + Penalty 3165.259917 = -1813866.562328
  nChanged 35
		SP:Iteration 42Q (8465.140000 sec): 3 clusters
  Score: Raw -1817037.373641 + Penalty 3165.259917 = -1813872.113724
  nChanged 46
		SP:Iteration 43Q (8465.180000 sec): 3 clusters
  Score: Raw -1817044.003800 + Penalty 3165.259917 = -1813878.743883
  nChanged 44
		SP:Iteration 44Q (8465.220000 sec): 3 clusters
  Score: Raw -1817050.315295 + Penalty 3165.259917 = -1813885.055378
  nChanged 42
		SP:Iteration 45Q (8465.270000 sec): 3 clusters
  Score: Raw -1817056.261663 + Penalty 3165.259917 = -1813891.001745
  nChanged 39
		SP:Iteration 46Q (8465.310000 sec): 3 clusters
  Score: Raw -1817062.074285 + Penalty 3165.259917 = -1813896.814367
  nChanged 41
		SP:Iteration 47Q (8465.350000 sec): 3 clusters
  Score: Raw -1817070.839807 + Penalty 3165.259917 = -1813905.579890
  nChanged 41
		SP:Iteration 48Q (8465.390000 sec): 3 clusters
  Score: Raw -1817079.043825 + Penalty 3165.259917 = -1813913.783907
  nChanged 33
		SP:Iteration 49Q (8465.430000 sec): 3 clusters
  Score: Raw -1817085.113672 + Penalty 3165.259917 = -1813919.853754
  nChanged 26
		SP:Iteration 50Q (8465.470000 sec): 3 clusters
  Score: Raw -1817090.594823 + Penalty 3165.259917 = -1813925.334906
  nChanged 25
		SP:Iteration 51Q (8465.510000 sec): 3 clusters
  Score: Raw -1817093.840780 + Penalty 3165.259917 = -1813928.580862
  nChanged 21
		SP:Iteration 52Q (8465.550000 sec): 3 clusters
  Score: Raw -1817096.611994 + Penalty 3165.259917 = -1813931.352077
  nChanged 21
		SP:Iteration 53Q (8465.590000 sec): 3 clusters
  Score: Raw -1817098.909828 + Penalty 3165.259917 = -1813933.649911
  nChanged 20
		SP:Iteration 54Q (8465.630000 sec): 3 clusters
  Score: Raw -1817101.154922 + Penalty 3165.259917 = -1813935.895004
  nChanged 22
		SP:Iteration 55Q (8465.670000 sec): 3 clusters
  Score: Raw -1817103.759551 + Penalty 3165.259917 = -1813938.499634
  nChanged 16
		SP:Iteration 56Q (8465.710000 sec): 3 clusters
  Score: Raw -1817105.190769 + Penalty 3165.259917 = -1813939.930852
  nChanged 8
		SP:Iteration 57Q (8465.750000 sec): 3 clusters
  Score: Raw -1817105.921502 + Penalty 3165.259917 = -1813940.661584
  nChanged 7
		SP:Iteration 58Q (8465.790000 sec): 3 clusters
  Score: Raw -1817106.577015 + Penalty 3165.259917 = -1813941.317098
  nChanged 8
		SP:Iteration 59Q (8465.830000 sec): 3 clusters
  Score: Raw -1817107.339550 + Penalty 3165.259917 = -1813942.079632
  nChanged 6
		SP:Iteration 60F (8465.880000 sec): 3 clusters
  Score: Raw -1817107.858015 + Penalty 3165.259917 = -1813942.598098
  nChanged 4
		SP:Iteration 61Q (8465.920000 sec): 3 clusters
  Score: Raw -1817108.213853 + Penalty 3165.259917 = -1813942.953935
  nChanged 6
		SP:Iteration 62Q (8465.960000 sec): 3 clusters
  Score: Raw -1817109.005255 + Penalty 3165.259917 = -1813943.745338
  nChanged 12
		SP:Iteration 63Q (8466.000000 sec): 3 clusters
  Score: Raw -1817110.641592 + Penalty 3165.259917 = -1813945.381675
  nChanged 16
		SP:Iteration 64Q (8466.040000 sec): 3 clusters
  Score: Raw -1817112.613227 + Penalty 3165.259917 = -1813947.353309
  nChanged 13
		SP:Iteration 65Q (8466.080000 sec): 3 clusters
  Score: Raw -1817113.863726 + Penalty 3165.259917 = -1813948.603809
  nChanged 7
		SP:Iteration 66Q (8466.130000 sec): 3 clusters
  Score: Raw -1817114.531150 + Penalty 3165.259917 = -1813949.271233
  nChanged 9
		SP:Iteration 67Q (8466.170000 sec): 3 clusters
  Score: Raw -1817115.669940 + Penalty 3165.259917 = -1813950.410023
  nChanged 13
		SP:Iteration 68Q (8466.210000 sec): 3 clusters
  Score: Raw -1817117.053585 + Penalty 3165.259917 = -1813951.793668
  nChanged 6
		SP:Iteration 69Q (8466.250000 sec): 3 clusters
  Score: Raw -1817117.661517 + Penalty 3165.259917 = -1813952.401600
  nChanged 10
		SP:Iteration 70Q (8466.290000 sec): 3 clusters
  Score: Raw -1817118.807480 + Penalty 3165.259917 = -1813953.547563
  nChanged 5
		SP:Iteration 71Q (8466.330000 sec): 3 clusters
  Score: Raw -1817119.517082 + Penalty 3165.259917 = -1813954.257165
  nChanged 8
		SP:Iteration 72Q (8466.370000 sec): 3 clusters
  Score: Raw -1817121.409133 + Penalty 3165.259917 = -1813956.149216
  nChanged 13
		SP:Iteration 73Q (8466.410000 sec): 3 clusters
  Score: Raw -1817123.861485 + Penalty 3165.259917 = -1813958.601568
  nChanged 21
		SP:Iteration 74Q (8466.450000 sec): 3 clusters
  Score: Raw -1817131.650519 + Penalty 3165.259917 = -1813966.390602
  nChanged 31
		SP:Iteration 75Q (8466.490000 sec): 3 clusters
  Score: Raw -1817143.114719 + Penalty 3165.259917 = -1813977.854802
  nChanged 43
		SP:Iteration 76Q (8466.530000 sec): 3 clusters
  Score: Raw -1817158.839409 + Penalty 3165.259917 = -1813993.579492
  nChanged 45
		SP:Iteration 77Q (8466.570000 sec): 3 clusters
  Score: Raw -1817179.912722 + Penalty 3165.259917 = -1814014.652805
  nChanged 46
		SP:Iteration 78Q (8466.610000 sec): 3 clusters
  Score: Raw -1817201.192988 + Penalty 3165.259917 = -1814035.933071
  nChanged 55
		SP:Iteration 79Q (8466.650000 sec): 3 clusters
  Score: Raw -1817222.870769 + Penalty 3165.259917 = -1814057.610851
  nChanged 72
		SP:Iteration 80F (8466.690000 sec): 3 clusters
  Score: Raw -1817246.966021 + Penalty 3165.259917 = -1814081.706104
  nChanged 59
		SP:Iteration 81Q (8466.730000 sec): 3 clusters
  Score: Raw -1817271.803978 + Penalty 3165.259917 = -1814106.544061
  nChanged 62
		SP:Iteration 82Q (8466.770000 sec): 3 clusters
  Score: Raw -1817295.141030 + Penalty 3165.259917 = -1814129.881113
  nChanged 66
		SP:Iteration 83Q (8466.810000 sec): 3 clusters
  Score: Raw -1817319.778871 + Penalty 3165.259917 = -1814154.518954
  nChanged 55
		SP:Iteration 84Q (8466.850000 sec): 3 clusters
  Score: Raw -1817334.286749 + Penalty 3165.259917 = -1814169.026832
  nChanged 49
		SP:Iteration 85Q (8466.890000 sec): 3 clusters
  Score: Raw -1817346.479701 + Penalty 3165.259917 = -1814181.219784
  nChanged 39
		SP:Iteration 86Q (8466.930000 sec): 3 clusters
  Score: Raw -1817352.811349 + Penalty 3165.259917 = -1814187.551432
  nChanged 32
		SP:Iteration 87Q (8466.970000 sec): 3 clusters
  Score: Raw -1817357.937292 + Penalty 3165.259917 = -1814192.677375
  nChanged 25
		SP:Iteration 88Q (8467.000000 sec): 3 clusters
  Score: Raw -1817362.268548 + Penalty 3165.259917 = -1814197.008630
  nChanged 20
		SP:Iteration 89Q (8467.040000 sec): 3 clusters
  Score: Raw -1817364.695729 + Penalty 3165.259917 = -1814199.435812
  nChanged 14
		SP:Iteration 90Q (8467.080000 sec): 3 clusters
  Score: Raw -1817366.036101 + Penalty 3165.259917 = -1814200.776184
  nChanged 8
		SP:Iteration 91Q (8467.120000 sec): 3 clusters
  Score: Raw -1817366.693225 + Penalty 3165.259917 = -1814201.433307
  nChanged 2
		SP:Iteration 92Q (8467.160000 sec): 3 clusters
  Score: Raw -1817366.762369 + Penalty 3165.259917 = -1814201.502451
  nChanged 1
		SP:Iteration 93Q (8467.200000 sec): 3 clusters
  Score: Raw -1817366.872183 + Penalty 3165.259917 = -1814201.612265
  nChanged 2
		SP:Iteration 94Q (8467.240000 sec): 3 clusters
  Score: Raw -1817367.032140 + Penalty 3165.259917 = -1814201.772222
  nChanged 3
		SP:Iteration 95Q (8467.280000 sec): 3 clusters
  Score: Raw -1817367.212016 + Penalty 3165.259917 = -1814201.952099
  nChanged 3
		SP:Iteration 96Q (8467.330000 sec): 3 clusters
  Score: Raw -1817367.457788 + Penalty 3165.259917 = -1814202.197871
  nChanged 1
		SP:Iteration 97Q (8467.370000 sec): 3 clusters
  Score: Raw -1817367.494645 + Penalty 3165.259917 = -1814202.234728
  nChanged 2
		SP:Iteration 98Q (8467.420000 sec): 3 clusters
  Score: Raw -1817367.683067 + Penalty 3165.259917 = -1814202.423150
  nChanged 3
		SP:Iteration 99Q (8467.460000 sec): 3 clusters
  Score: Raw -1817367.946867 + Penalty 3165.259917 = -1814202.686949
  nChanged 2
		SP:Iteration 100F (8467.510000 sec): 3 clusters
  Score: Raw -1817368.133899 + Penalty 3165.259917 = -1814202.873982
  nChanged 1
		SP:Iteration 101Q (8467.540000 sec): 3 clusters
  Score: Raw -1817368.190183 + Penalty 3165.259917 = -1814202.930266
  nChanged 0
		SP:Iteration 102F (8467.590000 sec): 3 clusters
  Score: Raw -1817368.190183 + Penalty 3165.259917 = -1814202.930266
  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 12.55 GB.

 Trying to split cluster 16 (21627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8467.660000 sec): 2 clusters
  Score: Raw -2438429.235967 + Penalty 1622.025895 = -2436807.210073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8467.720000 sec): 3 clusters
  Score: Raw -2425583.802336 + Penalty 3244.051789 = -2422339.750547
  nChanged 9684
		SP:Iteration 1F (8467.780000 sec): 3 clusters
  Score: Raw -2431271.872122 + Penalty 3244.051789 = -2428027.820333
  nChanged 1456
		SP:Iteration 2F (8467.840000 sec): 3 clusters
  Score: Raw -2432147.000757 + Penalty 3244.051789 = -2428902.948968
  nChanged 1503
		SP:Iteration 3F (8467.900000 sec): 3 clusters
  Score: Raw -2433091.758276 + Penalty 3244.051789 = -2429847.706487
  nChanged 1466
		SP:Iteration 4F (8467.960000 sec): 3 clusters
  Score: Raw -2434036.618379 + Penalty 3244.051789 = -2430792.566590
  nChanged 1353
		SP:Iteration 5F (8468.030000 sec): 3 clusters
  Score: Raw -2434869.791652 + Penalty 3244.051789 = -2431625.739862
  nChanged 1211
		SP:Iteration 6F (8468.090000 sec): 3 clusters
  Score: Raw -2435549.004542 + Penalty 3244.051789 = -2432304.952753
  nChanged 1029
		SP:Iteration 7Q (8468.150000 sec): 3 clusters
  Score: Raw -2436049.780970 + Penalty 3244.051789 = -2432805.729180
  nChanged 791
		SP:Iteration 8Q (8468.220000 sec): 3 clusters
  Score: Raw -2436354.786016 + Penalty 3244.051789 = -2433110.734227
  nChanged 627
		SP:Iteration 9Q (8468.280000 sec): 3 clusters
  Score: Raw -2436578.613765 + Penalty 3244.051789 = -2433334.561976
  nChanged 544
		SP:Iteration 10Q (8468.340000 sec): 3 clusters
  Score: Raw -2436758.014016 + Penalty 3244.051789 = -2433513.962227
  nChanged 448
		SP:Iteration 11Q (8468.400000 sec): 3 clusters
  Score: Raw -2436893.165301 + Penalty 3244.051789 = -2433649.113511
  nChanged 395
		SP:Iteration 12Q (8468.460000 sec): 3 clusters
  Score: Raw -2437018.162196 + Penalty 3244.051789 = -2433774.110407
  nChanged 384
		SP:Iteration 13Q (8468.520000 sec): 3 clusters
  Score: Raw -2437132.846760 + Penalty 3244.051789 = -2433888.794970
  nChanged 344
		SP:Iteration 14Q (8468.570000 sec): 3 clusters
  Score: Raw -2437236.298005 + Penalty 3244.051789 = -2433992.246216
  nChanged 338
		SP:Iteration 15Q (8468.630000 sec): 3 clusters
  Score: Raw -2437340.147911 + Penalty 3244.051789 = -2434096.096121
  nChanged 340
		SP:Iteration 16Q (8468.690000 sec): 3 clusters
  Score: Raw -2437453.272074 + Penalty 3244.051789 = -2434209.220285
  nChanged 339
		SP:Iteration 17Q (8468.750000 sec): 3 clusters
  Score: Raw -2437575.076768 + Penalty 3244.051789 = -2434331.024979
  nChanged 327
		SP:Iteration 18Q (8468.810000 sec): 3 clusters
  Score: Raw -2437687.341971 + Penalty 3244.051789 = -2434443.290182
  nChanged 305
		SP:Iteration 19Q (8468.870000 sec): 3 clusters
  Score: Raw -2437792.931427 + Penalty 3244.051789 = -2434548.879638
  nChanged 303
		SP:Iteration 20F (8468.930000 sec): 3 clusters
  Score: Raw -2437904.077567 + Penalty 3244.051789 = -2434660.025778
  nChanged 285
		SP:Iteration 21Q (8468.990000 sec): 3 clusters
  Score: Raw -2438012.073328 + Penalty 3244.051789 = -2434768.021539
  nChanged 244
		SP:Iteration 22Q (8469.040000 sec): 3 clusters
  Score: Raw -2438098.720924 + Penalty 3244.051789 = -2434854.669135
  nChanged 196
		SP:Iteration 23Q (8469.100000 sec): 3 clusters
  Score: Raw -2438166.516728 + Penalty 3244.051789 = -2434922.464939
  nChanged 171
		SP:Iteration 24Q (8469.150000 sec): 3 clusters
  Score: Raw -2438235.622981 + Penalty 3244.051789 = -2434991.571191
  nChanged 159
		SP:Iteration 25Q (8469.210000 sec): 3 clusters
  Score: Raw -2438297.320676 + Penalty 3244.051789 = -2435053.268887
  nChanged 147
		SP:Iteration 26Q (8469.270000 sec): 3 clusters
  Score: Raw -2438356.643745 + Penalty 3244.051789 = -2435112.591955
  nChanged 138
		SP:Iteration 27Q (8469.320000 sec): 3 clusters
  Score: Raw -2438414.592234 + Penalty 3244.051789 = -2435170.540445
  nChanged 109
		SP:Iteration 28Q (8469.380000 sec): 3 clusters
  Score: Raw -2438461.586157 + Penalty 3244.051789 = -2435217.534368
  nChanged 102
		SP:Iteration 29Q (8469.430000 sec): 3 clusters
  Score: Raw -2438503.993499 + Penalty 3244.051789 = -2435259.941710
  nChanged 76
		SP:Iteration 30Q (8469.490000 sec): 3 clusters
  Score: Raw -2438534.191528 + Penalty 3244.051789 = -2435290.139738
  nChanged 67
		SP:Iteration 31Q (8469.540000 sec): 3 clusters
  Score: Raw -2438564.699574 + Penalty 3244.051789 = -2435320.647784
  nChanged 66
		SP:Iteration 32Q (8469.590000 sec): 3 clusters
  Score: Raw -2438599.118358 + Penalty 3244.051789 = -2435355.066569
  nChanged 65
		SP:Iteration 33Q (8469.650000 sec): 3 clusters
  Score: Raw -2438629.652915 + Penalty 3244.051789 = -2435385.601126
  nChanged 50
		SP:Iteration 34Q (8469.690000 sec): 3 clusters
  Score: Raw -2438654.941513 + Penalty 3244.051789 = -2435410.889724
  nChanged 42
		SP:Iteration 35Q (8469.740000 sec): 3 clusters
  Score: Raw -2438674.471361 + Penalty 3244.051789 = -2435430.419572
  nChanged 29
		SP:Iteration 36Q (8469.790000 sec): 3 clusters
  Score: Raw -2438685.411797 + Penalty 3244.051789 = -2435441.360007
  nChanged 30
		SP:Iteration 37Q (8469.840000 sec): 3 clusters
  Score: Raw -2438698.020564 + Penalty 3244.051789 = -2435453.968775
  nChanged 21
		SP:Iteration 38Q (8469.890000 sec): 3 clusters
  Score: Raw -2438705.336939 + Penalty 3244.051789 = -2435461.285149
  nChanged 15
		SP:Iteration 39Q (8469.940000 sec): 3 clusters
  Score: Raw -2438709.260168 + Penalty 3244.051789 = -2435465.208378
  nChanged 8
		SP:Iteration 40F (8470.000000 sec): 3 clusters
  Score: Raw -2438711.356215 + Penalty 3244.051789 = -2435467.304426
  nChanged 7
		SP:Iteration 41Q (8470.050000 sec): 3 clusters
  Score: Raw -2438713.407885 + Penalty 3244.051789 = -2435469.356096
  nChanged 9
		SP:Iteration 42Q (8470.090000 sec): 3 clusters
  Score: Raw -2438716.552293 + Penalty 3244.051789 = -2435472.500504
  nChanged 12
		SP:Iteration 43Q (8470.140000 sec): 3 clusters
  Score: Raw -2438720.798010 + Penalty 3244.051789 = -2435476.746221
  nChanged 11
		SP:Iteration 44Q (8470.190000 sec): 3 clusters
  Score: Raw -2438724.019213 + Penalty 3244.051789 = -2435479.967423
  nChanged 6
		SP:Iteration 45Q (8470.230000 sec): 3 clusters
  Score: Raw -2438726.226980 + Penalty 3244.051789 = -2435482.175190
  nChanged 7
		SP:Iteration 46Q (8470.280000 sec): 3 clusters
  Score: Raw -2438729.967720 + Penalty 3244.051789 = -2435485.915931
  nChanged 4
		SP:Iteration 47Q (8470.330000 sec): 3 clusters
  Score: Raw -2438732.019463 + Penalty 3244.051789 = -2435487.967673
  nChanged 7
		SP:Iteration 48Q (8470.370000 sec): 3 clusters
  Score: Raw -2438735.193309 + Penalty 3244.051789 = -2435491.141520
  nChanged 5
		SP:Iteration 49Q (8470.420000 sec): 3 clusters
  Score: Raw -2438737.025391 + Penalty 3244.051789 = -2435492.973602
  nChanged 3
		SP:Iteration 50Q (8470.470000 sec): 3 clusters
  Score: Raw -2438740.187353 + Penalty 3244.051789 = -2435496.135564
  nChanged 4
		SP:Iteration 51Q (8470.510000 sec): 3 clusters
  Score: Raw -2438742.127481 + Penalty 3244.051789 = -2435498.075692
  nChanged 4
		SP:Iteration 52Q (8470.560000 sec): 3 clusters
  Score: Raw -2438743.420137 + Penalty 3244.051789 = -2435499.368348
  nChanged 2
		SP:Iteration 53Q (8470.610000 sec): 3 clusters
  Score: Raw -2438744.081378 + Penalty 3244.051789 = -2435500.029588
  nChanged 3
		SP:Iteration 54Q (8470.660000 sec): 3 clusters
  Score: Raw -2438746.135949 + Penalty 3244.051789 = -2435502.084159
  nChanged 6
		SP:Iteration 55Q (8470.710000 sec): 3 clusters
  Score: Raw -2438748.213818 + Penalty 3244.051789 = -2435504.162029
  nChanged 2
		SP:Iteration 56Q (8470.750000 sec): 3 clusters
  Score: Raw -2438748.645692 + Penalty 3244.051789 = -2435504.593903
  nChanged 1
		SP:Iteration 57Q (8470.800000 sec): 3 clusters
  Score: Raw -2438748.746726 + Penalty 3244.051789 = -2435504.694937
  nChanged 1
		SP:Iteration 58Q (8470.850000 sec): 3 clusters
  Score: Raw -2438748.882974 + Penalty 3244.051789 = -2435504.831185
  nChanged 0
		SP:Iteration 59F (8470.900000 sec): 3 clusters
  Score: Raw -2438748.882974 + Penalty 3244.051789 = -2435504.831185
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (5227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8470.930000 sec): 2 clusters
  Score: Raw -590501.068754 + Penalty 1391.258827 = -589109.809928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8470.940000 sec): 3 clusters
  Score: Raw -587758.485113 + Penalty 2782.517653 = -584975.967460
  nChanged 2118
		SP:Iteration 1F (8470.950000 sec): 3 clusters
  Score: Raw -588920.334841 + Penalty 2782.517653 = -586137.817188
  nChanged 443
		SP:Iteration 2F (8470.960000 sec): 3 clusters
  Score: Raw -589184.608508 + Penalty 2782.517653 = -586402.090855
  nChanged 333
		SP:Iteration 3F (8470.970000 sec): 3 clusters
  Score: Raw -589406.532422 + Penalty 2782.517653 = -586624.014769
  nChanged 303
		SP:Iteration 4F (8470.990000 sec): 3 clusters
  Score: Raw -589613.930926 + Penalty 2782.517653 = -586831.413273
  nChanged 271
		SP:Iteration 5F (8471.000000 sec): 3 clusters
  Score: Raw -589846.519373 + Penalty 2782.517653 = -587064.001720
  nChanged 259
		SP:Iteration 6Q (8471.010000 sec): 3 clusters
  Score: Raw -590144.496228 + Penalty 2782.517653 = -587361.978575
  nChanged 284
		SP:Iteration 7F (8471.030000 sec): 3 clusters
  Score: Raw -590475.132673 + Penalty 2782.517653 = -587692.615020
  nChanged 284
		SP:Iteration 8F (8471.040000 sec): 3 clusters
  Score: Raw -590766.198182 + Penalty 2782.517653 = -587983.680529
  nChanged 237
		SP:Iteration 9Q (8471.050000 sec): 3 clusters
  Score: Raw -590992.788707 + Penalty 2782.517653 = -588210.271054
  nChanged 189
		SP:Iteration 10Q (8471.060000 sec): 3 clusters
  Score: Raw -591140.151222 + Penalty 2782.517653 = -588357.633569
  nChanged 147
		SP:Iteration 11Q (8471.070000 sec): 3 clusters
  Score: Raw -591249.336514 + Penalty 2782.517653 = -588466.818860
  nChanged 146
		SP:Iteration 12Q (8471.080000 sec): 3 clusters
  Score: Raw -591342.497849 + Penalty 2782.517653 = -588559.980196
  nChanged 95
		SP:Iteration 13Q (8471.090000 sec): 3 clusters
  Score: Raw -591385.477929 + Penalty 2782.517653 = -588602.960276
  nChanged 65
		SP:Iteration 14Q (8471.110000 sec): 3 clusters
  Score: Raw -591413.932942 + Penalty 2782.517653 = -588631.415289
  nChanged 57
		SP:Iteration 15Q (8471.110000 sec): 3 clusters
  Score: Raw -591434.326511 + Penalty 2782.517653 = -588651.808858
  nChanged 47
		SP:Iteration 16Q (8471.130000 sec): 3 clusters
  Score: Raw -591457.402946 + Penalty 2782.517653 = -588674.885293
  nChanged 46
		SP:Iteration 17Q (8471.140000 sec): 3 clusters
  Score: Raw -591479.750141 + Penalty 2782.517653 = -588697.232488
  nChanged 41
		SP:Iteration 18Q (8471.150000 sec): 3 clusters
  Score: Raw -591497.548497 + Penalty 2782.517653 = -588715.030844
  nChanged 50
		SP:Iteration 19Q (8471.160000 sec): 3 clusters
  Score: Raw -591512.975983 + Penalty 2782.517653 = -588730.458330
  nChanged 34
		SP:Iteration 20F (8471.170000 sec): 3 clusters
  Score: Raw -591522.923962 + Penalty 2782.517653 = -588740.406309
  nChanged 28
		SP:Iteration 21Q (8471.180000 sec): 3 clusters
  Score: Raw -591528.693680 + Penalty 2782.517653 = -588746.176026
  nChanged 18
		SP:Iteration 22Q (8471.190000 sec): 3 clusters
  Score: Raw -591533.438880 + Penalty 2782.517653 = -588750.921227
  nChanged 21
		SP:Iteration 23Q (8471.210000 sec): 3 clusters
  Score: Raw -591539.518209 + Penalty 2782.517653 = -588757.000556
  nChanged 21
		SP:Iteration 24Q (8471.210000 sec): 3 clusters
  Score: Raw -591543.974721 + Penalty 2782.517653 = -588761.457068
  nChanged 17
		SP:Iteration 25Q (8471.230000 sec): 3 clusters
  Score: Raw -591547.859733 + Penalty 2782.517653 = -588765.342080
  nChanged 12
		SP:Iteration 26Q (8471.230000 sec): 3 clusters
  Score: Raw -591551.315623 + Penalty 2782.517653 = -588768.797970
  nChanged 12
		SP:Iteration 27Q (8471.250000 sec): 3 clusters
  Score: Raw -591554.335614 + Penalty 2782.517653 = -588771.817961
  nChanged 8
		SP:Iteration 28Q (8471.260000 sec): 3 clusters
  Score: Raw -591555.805772 + Penalty 2782.517653 = -588773.288119
  nChanged 10
		SP:Iteration 29Q (8471.270000 sec): 3 clusters
  Score: Raw -591558.206141 + Penalty 2782.517653 = -588775.688488
  nChanged 6
		SP:Iteration 30Q (8471.280000 sec): 3 clusters
  Score: Raw -591559.432550 + Penalty 2782.517653 = -588776.914897
  nChanged 7
		SP:Iteration 31Q (8471.290000 sec): 3 clusters
  Score: Raw -591561.355334 + Penalty 2782.517653 = -588778.837681
  nChanged 12
		SP:Iteration 32Q (8471.300000 sec): 3 clusters
  Score: Raw -591563.586357 + Penalty 2782.517653 = -588781.068704
  nChanged 6
		SP:Iteration 33Q (8471.310000 sec): 3 clusters
  Score: Raw -591564.727410 + Penalty 2782.517653 = -588782.209757
  nChanged 4
		SP:Iteration 34Q (8471.320000 sec): 3 clusters
  Score: Raw -591565.440467 + Penalty 2782.517653 = -588782.922814
  nChanged 3
		SP:Iteration 35Q (8471.330000 sec): 3 clusters
  Score: Raw -591565.837255 + Penalty 2782.517653 = -588783.319602
  nChanged 6
		SP:Iteration 36Q (8471.340000 sec): 3 clusters
  Score: Raw -591566.874219 + Penalty 2782.517653 = -588784.356566
  nChanged 5
		SP:Iteration 37Q (8471.350000 sec): 3 clusters
  Score: Raw -591567.715263 + Penalty 2782.517653 = -588785.197610
  nChanged 5
		SP:Iteration 38Q (8471.370000 sec): 3 clusters
  Score: Raw -591568.772351 + Penalty 2782.517653 = -588786.254698
  nChanged 4
		SP:Iteration 39Q (8471.370000 sec): 3 clusters
  Score: Raw -591569.672689 + Penalty 2782.517653 = -588787.155036
  nChanged 6
		SP:Iteration 40F (8471.390000 sec): 3 clusters
  Score: Raw -591571.768825 + Penalty 2782.517653 = -588789.251171
  nChanged 8
		SP:Iteration 41Q (8471.390000 sec): 3 clusters
  Score: Raw -591573.528698 + Penalty 2782.517653 = -588791.011045
  nChanged 4
		SP:Iteration 42Q (8471.410000 sec): 3 clusters
  Score: Raw -591574.490629 + Penalty 2782.517653 = -588791.972975
  nChanged 4
		SP:Iteration 43Q (8471.410000 sec): 3 clusters
  Score: Raw -591575.110503 + Penalty 2782.517653 = -588792.592850
  nChanged 2
		SP:Iteration 44Q (8471.430000 sec): 3 clusters
  Score: Raw -591575.319719 + Penalty 2782.517653 = -588792.802065
  nChanged 0
		SP:Iteration 45F (8471.440000 sec): 3 clusters
  Score: Raw -591575.319719 + Penalty 2782.517653 = -588792.802065
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8471.450000 sec): 2 clusters
  Score: Raw -42636.851255 + Penalty 976.032388 = -41660.818866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8471.450000 sec): 3 clusters
  Score: Raw -42659.475280 + Penalty 1952.064777 = -40707.410503
  nChanged 74
		SP:Iteration 1F (8471.450000 sec): 3 clusters
  Score: Raw -42864.775003 + Penalty 1952.064777 = -40912.710226
  nChanged 32
		SP:Iteration 2F (8471.450000 sec): 3 clusters
  Score: Raw -42949.388597 + Penalty 1952.064777 = -40997.323820
  nChanged 20
		SP:Iteration 3Q (8471.450000 sec): 3 clusters
  Score: Raw -43035.502458 + Penalty 1952.064777 = -41083.437681
  nChanged 20
		SP:Iteration 4Q (8471.450000 sec): 3 clusters
  Score: Raw -43147.055852 + Penalty 1952.064777 = -41194.991075
  nChanged 14
		SP:Iteration 5Q (8471.450000 sec): 3 clusters
  Score: Raw -43299.924425 + Penalty 1952.064777 = -41347.859648
  nChanged 11
		SP:Iteration 6Q (8471.450000 sec): 3 clusters
  Score: Raw -43371.042451 + Penalty 1952.064777 = -41418.977674
  nChanged 7
		SP:Iteration 7Q (8471.450000 sec): 3 clusters
  Score: Raw -43400.511315 + Penalty 1952.064777 = -41448.446538
  nChanged 7
		SP:Iteration 8Q (8471.450000 sec): 3 clusters
  Score: Raw -43418.313624 + Penalty 1952.064777 = -41466.248847
  nChanged 7
		SP:Iteration 9Q (8471.450000 sec): 3 clusters
  Score: Raw -43449.224719 + Penalty 1952.064777 = -41497.159942
  nChanged 2
		SP:Iteration 10Q (8471.450000 sec): 3 clusters
  Score: Raw -43458.707722 + Penalty 1952.064777 = -41506.642946
  nChanged 3
		SP:Iteration 11Q (8471.460000 sec): 3 clusters
  Score: Raw -43474.907047 + Penalty 1952.064777 = -41522.842270
  nChanged 2
		SP:Iteration 12Q (8471.460000 sec): 3 clusters
  Score: Raw -43491.658982 + Penalty 1952.064777 = -41539.594205
  nChanged 1
		SP:Iteration 13Q (8471.460000 sec): 3 clusters
  Score: Raw -43496.351473 + Penalty 1952.064777 = -41544.286696
  nChanged 0
		SP:Iteration 14F (8471.460000 sec): 3 clusters
  Score: Raw -43496.351473 + Penalty 1952.064777 = -41544.286696
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8471.460000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8471.460000 sec): 3 clusters
  Score: Raw -39142.174582 + Penalty 1915.680921 = -37226.493661
  nChanged 75
		SP:Iteration 1F (8471.470000 sec): 3 clusters
  Score: Raw -39293.216554 + Penalty 1915.680921 = -37377.535633
  nChanged 18
		SP:Iteration 2Q (8471.470000 sec): 3 clusters
  Score: Raw -39340.230475 + Penalty 1915.680921 = -37424.549554
  nChanged 13
		SP:Iteration 3Q (8471.470000 sec): 3 clusters
  Score: Raw -39398.229143 + Penalty 1915.680921 = -37482.548222
  nChanged 10
		SP:Iteration 4Q (8471.470000 sec): 3 clusters
  Score: Raw -39472.755823 + Penalty 1915.680921 = -37557.074902
  nChanged 8
		SP:Iteration 5Q (8471.470000 sec): 3 clusters
  Score: Raw -39538.136165 + Penalty 1915.680921 = -37622.455244
  nChanged 7
		SP:Iteration 6Q (8471.470000 sec): 3 clusters
  Score: Raw -39552.794981 + Penalty 1915.680921 = -37637.114060
  nChanged 4
		SP:Iteration 7Q (8471.470000 sec): 3 clusters
  Score: Raw -39560.107050 + Penalty 1915.680921 = -37644.426129
  nChanged 4
		SP:Iteration 8Q (8471.470000 sec): 3 clusters
  Score: Raw -39565.536889 + Penalty 1915.680921 = -37649.855968
  nChanged 3
		SP:Iteration 9Q (8471.470000 sec): 3 clusters
  Score: Raw -39569.864490 + Penalty 1915.680921 = -37654.183569
  nChanged 2
		SP:Iteration 10Q (8471.470000 sec): 3 clusters
  Score: Raw -39572.958407 + Penalty 1915.680921 = -37657.277486
  nChanged 4
		SP:Iteration 11Q (8471.470000 sec): 3 clusters
  Score: Raw -39579.626324 + Penalty 1915.680921 = -37663.945403
  nChanged 3
		SP:Iteration 12Q (8471.470000 sec): 3 clusters
  Score: Raw -39584.352263 + Penalty 1915.680921 = -37668.671342
  nChanged 2
		SP:Iteration 13Q (8471.470000 sec): 3 clusters
  Score: Raw -39589.041285 + Penalty 1915.680921 = -37673.360364
  nChanged 1
		SP:Iteration 14Q (8471.470000 sec): 3 clusters
  Score: Raw -39591.058466 + Penalty 1915.680921 = -37675.377545
  nChanged 3
		SP:Iteration 15Q (8471.470000 sec): 3 clusters
  Score: Raw -39596.329319 + Penalty 1915.680921 = -37680.648398
  nChanged 2
		SP:Iteration 16Q (8471.480000 sec): 3 clusters
  Score: Raw -39605.779311 + Penalty 1915.680921 = -37690.098389
  nChanged 4
		SP:Iteration 17Q (8471.480000 sec): 3 clusters
  Score: Raw -39624.763144 + Penalty 1915.680921 = -37709.082222
  nChanged 3
		SP:Iteration 18Q (8471.480000 sec): 3 clusters
  Score: Raw -39647.134415 + Penalty 1915.680921 = -37731.453494
  nChanged 1
		SP:Iteration 19Q (8471.480000 sec): 3 clusters
  Score: Raw -39649.135309 + Penalty 1915.680921 = -37733.454388
  nChanged 1
		SP:Iteration 20F (8471.480000 sec): 3 clusters
  Score: Raw -39651.575480 + Penalty 1915.680921 = -37735.894559
  nChanged 1
		SP:Iteration 21Q (8471.480000 sec): 3 clusters
  Score: Raw -39653.300644 + Penalty 1915.680921 = -37737.619723
  nChanged 0
		SP:Iteration 22F (8471.480000 sec): 3 clusters
  Score: Raw -39653.300644 + Penalty 1915.680921 = -37737.619723
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (6542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8471.510000 sec): 2 clusters
  Score: Raw -769506.374501 + Penalty 1427.724709 = -768078.649792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8471.520000 sec): 3 clusters
  Score: Raw -765984.725865 + Penalty 2855.449418 = -763129.276447
  nChanged 2723
		SP:Iteration 1F (8471.540000 sec): 3 clusters
  Score: Raw -767436.200601 + Penalty 2855.449418 = -764580.751183
  nChanged 445
		SP:Iteration 2F (8471.550000 sec): 3 clusters
  Score: Raw -767642.054572 + Penalty 2855.449418 = -764786.605155
  nChanged 336
		SP:Iteration 3F (8471.570000 sec): 3 clusters
  Score: Raw -767800.085876 + Penalty 2855.449418 = -764944.636458
  nChanged 288
		SP:Iteration 4Q (8471.580000 sec): 3 clusters
  Score: Raw -767922.718023 + Penalty 2855.449418 = -765067.268605
  nChanged 238
		SP:Iteration 5Q (8471.600000 sec): 3 clusters
  Score: Raw -768018.687493 + Penalty 2855.449418 = -765163.238075
  nChanged 233
		SP:Iteration 6Q (8471.610000 sec): 3 clusters
  Score: Raw -768130.759114 + Penalty 2855.449418 = -765275.309696
  nChanged 225
		SP:Iteration 7Q (8471.630000 sec): 3 clusters
  Score: Raw -768252.973535 + Penalty 2855.449418 = -765397.524118
  nChanged 215
		SP:Iteration 8Q (8471.650000 sec): 3 clusters
  Score: Raw -768367.238286 + Penalty 2855.449418 = -765511.788869
  nChanged 223
		SP:Iteration 9Q (8471.660000 sec): 3 clusters
  Score: Raw -768495.363695 + Penalty 2855.449418 = -765639.914278
  nChanged 224
		SP:Iteration 10Q (8471.680000 sec): 3 clusters
  Score: Raw -768620.297348 + Penalty 2855.449418 = -765764.847930
  nChanged 202
		SP:Iteration 11Q (8471.690000 sec): 3 clusters
  Score: Raw -768749.848493 + Penalty 2855.449418 = -765894.399075
  nChanged 211
		SP:Iteration 12Q (8471.710000 sec): 3 clusters
  Score: Raw -768882.906362 + Penalty 2855.449418 = -766027.456944
  nChanged 187
		SP:Iteration 13Q (8471.720000 sec): 3 clusters
  Score: Raw -769006.057687 + Penalty 2855.449418 = -766150.608270
  nChanged 172
		SP:Iteration 14Q (8471.740000 sec): 3 clusters
  Score: Raw -769107.999328 + Penalty 2855.449418 = -766252.549910
  nChanged 170
		SP:Iteration 15Q (8471.750000 sec): 3 clusters
  Score: Raw -769205.326099 + Penalty 2855.449418 = -766349.876681
  nChanged 152
		SP:Iteration 16Q (8471.770000 sec): 3 clusters
  Score: Raw -769292.180218 + Penalty 2855.449418 = -766436.730801
  nChanged 115
		SP:Iteration 17Q (8471.780000 sec): 3 clusters
  Score: Raw -769351.888102 + Penalty 2855.449418 = -766496.438685
  nChanged 106
		SP:Iteration 18Q (8471.800000 sec): 3 clusters
  Score: Raw -769399.049713 + Penalty 2855.449418 = -766543.600296
  nChanged 82
		SP:Iteration 19Q (8471.810000 sec): 3 clusters
  Score: Raw -769434.914906 + Penalty 2855.449418 = -766579.465488
  nChanged 75
		SP:Iteration 20F (8471.830000 sec): 3 clusters
  Score: Raw -769469.396587 + Penalty 2855.449418 = -766613.947169
  nChanged 61
		SP:Iteration 21Q (8471.840000 sec): 3 clusters
  Score: Raw -769497.694604 + Penalty 2855.449418 = -766642.245186
  nChanged 58
		SP:Iteration 22Q (8471.860000 sec): 3 clusters
  Score: Raw -769526.533875 + Penalty 2855.449418 = -766671.084457
  nChanged 64
		SP:Iteration 23Q (8471.870000 sec): 3 clusters
  Score: Raw -769556.363459 + Penalty 2855.449418 = -766700.914042
  nChanged 58
		SP:Iteration 24Q (8471.890000 sec): 3 clusters
  Score: Raw -769583.323588 + Penalty 2855.449418 = -766727.874171
  nChanged 43
		SP:Iteration 25Q (8471.900000 sec): 3 clusters
  Score: Raw -769601.986173 + Penalty 2855.449418 = -766746.536755
  nChanged 36
		SP:Iteration 26Q (8471.910000 sec): 3 clusters
  Score: Raw -769619.076819 + Penalty 2855.449418 = -766763.627401
  nChanged 32
		SP:Iteration 27Q (8471.930000 sec): 3 clusters
  Score: Raw -769634.601639 + Penalty 2855.449418 = -766779.152222
  nChanged 26
		SP:Iteration 28Q (8471.940000 sec): 3 clusters
  Score: Raw -769648.734405 + Penalty 2855.449418 = -766793.284988
  nChanged 27
		SP:Iteration 29Q (8471.950000 sec): 3 clusters
  Score: Raw -769660.430473 + Penalty 2855.449418 = -766804.981055
  nChanged 23
		SP:Iteration 30Q (8471.960000 sec): 3 clusters
  Score: Raw -769669.698860 + Penalty 2855.449418 = -766814.249442
  nChanged 19
		SP:Iteration 31Q (8471.980000 sec): 3 clusters
  Score: Raw -769678.573610 + Penalty 2855.449418 = -766823.124192
  nChanged 21
		SP:Iteration 32Q (8471.990000 sec): 3 clusters
  Score: Raw -769686.219651 + Penalty 2855.449418 = -766830.770234
  nChanged 17
		SP:Iteration 33Q (8472.000000 sec): 3 clusters
  Score: Raw -769691.298082 + Penalty 2855.449418 = -766835.848665
  nChanged 15
		SP:Iteration 34Q (8472.010000 sec): 3 clusters
  Score: Raw -769695.350671 + Penalty 2855.449418 = -766839.901253
  nChanged 13
		SP:Iteration 35Q (8472.030000 sec): 3 clusters
  Score: Raw -769699.496983 + Penalty 2855.449418 = -766844.047566
  nChanged 12
		SP:Iteration 36Q (8472.040000 sec): 3 clusters
  Score: Raw -769702.404410 + Penalty 2855.449418 = -766846.954993
  nChanged 9
		SP:Iteration 37Q (8472.050000 sec): 3 clusters
  Score: Raw -769706.334930 + Penalty 2855.449418 = -766850.885512
  nChanged 11
		SP:Iteration 38Q (8472.070000 sec): 3 clusters
  Score: Raw -769710.102685 + Penalty 2855.449418 = -766854.653268
  nChanged 11
		SP:Iteration 39Q (8472.080000 sec): 3 clusters
  Score: Raw -769714.475048 + Penalty 2855.449418 = -766859.025631
  nChanged 14
		SP:Iteration 40F (8472.090000 sec): 3 clusters
  Score: Raw -769718.589093 + Penalty 2855.449418 = -766863.139676
  nChanged 4
		SP:Iteration 41Q (8472.110000 sec): 3 clusters
  Score: Raw -769720.790593 + Penalty 2855.449418 = -766865.341175
  nChanged 7
		SP:Iteration 42Q (8472.120000 sec): 3 clusters
  Score: Raw -769723.144101 + Penalty 2855.449418 = -766867.694684
  nChanged 4
		SP:Iteration 43Q (8472.130000 sec): 3 clusters
  Score: Raw -769724.034144 + Penalty 2855.449418 = -766868.584726
  nChanged 7
		SP:Iteration 44Q (8472.150000 sec): 3 clusters
  Score: Raw -769725.573347 + Penalty 2855.449418 = -766870.123930
  nChanged 6
		SP:Iteration 45Q (8472.160000 sec): 3 clusters
  Score: Raw -769727.042563 + Penalty 2855.449418 = -766871.593145
  nChanged 5
		SP:Iteration 46Q (8472.170000 sec): 3 clusters
  Score: Raw -769728.659641 + Penalty 2855.449418 = -766873.210224
  nChanged 5
		SP:Iteration 47Q (8472.180000 sec): 3 clusters
  Score: Raw -769730.127738 + Penalty 2855.449418 = -766874.678320
  nChanged 3
		SP:Iteration 48Q (8472.190000 sec): 3 clusters
  Score: Raw -769731.165205 + Penalty 2855.449418 = -766875.715787
  nChanged 3
		SP:Iteration 49Q (8472.210000 sec): 3 clusters
  Score: Raw -769732.050159 + Penalty 2855.449418 = -766876.600741
  nChanged 6
		SP:Iteration 50Q (8472.220000 sec): 3 clusters
  Score: Raw -769733.819366 + Penalty 2855.449418 = -766878.369949
  nChanged 7
		SP:Iteration 51Q (8472.230000 sec): 3 clusters
  Score: Raw -769735.702284 + Penalty 2855.449418 = -766880.252867
  nChanged 4
		SP:Iteration 52Q (8472.250000 sec): 3 clusters
  Score: Raw -769736.442998 + Penalty 2855.449418 = -766880.993581
  nChanged 5
		SP:Iteration 53Q (8472.260000 sec): 3 clusters
  Score: Raw -769737.624918 + Penalty 2855.449418 = -766882.175500
  nChanged 3
		SP:Iteration 54Q (8472.270000 sec): 3 clusters
  Score: Raw -769738.770181 + Penalty 2855.449418 = -766883.320763
  nChanged 9
		SP:Iteration 55Q (8472.280000 sec): 3 clusters
  Score: Raw -769742.318151 + Penalty 2855.449418 = -766886.868733
  nChanged 8
		SP:Iteration 56Q (8472.290000 sec): 3 clusters
  Score: Raw -769745.438209 + Penalty 2855.449418 = -766889.988791
  nChanged 7
		SP:Iteration 57Q (8472.310000 sec): 3 clusters
  Score: Raw -769748.312872 + Penalty 2855.449418 = -766892.863455
  nChanged 7
		SP:Iteration 58Q (8472.320000 sec): 3 clusters
  Score: Raw -769749.513903 + Penalty 2855.449418 = -766894.064485
  nChanged 2
		SP:Iteration 59Q (8472.330000 sec): 3 clusters
  Score: Raw -769749.977849 + Penalty 2855.449418 = -766894.528431
  nChanged 4
		SP:Iteration 60F (8472.350000 sec): 3 clusters
  Score: Raw -769751.281506 + Penalty 2855.449418 = -766895.832089
  nChanged 4
		SP:Iteration 61Q (8472.360000 sec): 3 clusters
  Score: Raw -769752.278730 + Penalty 2855.449418 = -766896.829312
  nChanged 3
		SP:Iteration 62Q (8472.370000 sec): 3 clusters
  Score: Raw -769752.951559 + Penalty 2855.449418 = -766897.502142
  nChanged 3
		SP:Iteration 63Q (8472.390000 sec): 3 clusters
  Score: Raw -769753.883081 + Penalty 2855.449418 = -766898.433663
  nChanged 5
		SP:Iteration 64Q (8472.400000 sec): 3 clusters
  Score: Raw -769755.010259 + Penalty 2855.449418 = -766899.560842
  nChanged 2
		SP:Iteration 65Q (8472.410000 sec): 3 clusters
  Score: Raw -769755.566412 + Penalty 2855.449418 = -766900.116995
  nChanged 1
		SP:Iteration 66Q (8472.420000 sec): 3 clusters
  Score: Raw -769755.727762 + Penalty 2855.449418 = -766900.278345
  nChanged 1
		SP:Iteration 67Q (8472.430000 sec): 3 clusters
  Score: Raw -769755.966736 + Penalty 2855.449418 = -766900.517318
  nChanged 1
		SP:Iteration 68Q (8472.450000 sec): 3 clusters
  Score: Raw -769756.222229 + Penalty 2855.449418 = -766900.772812
  nChanged 0
		SP:Iteration 69F (8472.460000 sec): 3 clusters
  Score: Raw -769756.222229 + Penalty 2855.449418 = -766900.772812
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8472.480000 sec): 2 clusters
  Score: Raw -428652.398348 + Penalty 1354.312607 = -427298.085741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8472.490000 sec): 3 clusters
  Score: Raw -426612.020579 + Penalty 2708.625215 = -423903.395364
  nChanged 1650
		SP:Iteration 1F (8472.500000 sec): 3 clusters
  Score: Raw -427754.961768 + Penalty 2708.625215 = -425046.336553
  nChanged 418
		SP:Iteration 2F (8472.510000 sec): 3 clusters
  Score: Raw -428142.266675 + Penalty 2708.625215 = -425433.641460
  nChanged 319
		SP:Iteration 3F (8472.520000 sec): 3 clusters
  Score: Raw -428499.957700 + Penalty 2708.625215 = -425791.332485
  nChanged 278
		SP:Iteration 4F (8472.530000 sec): 3 clusters
  Score: Raw -428769.906272 + Penalty 2708.625215 = -426061.281058
  nChanged 228
		SP:Iteration 5F (8472.540000 sec): 3 clusters
  Score: Raw -428967.220642 + Penalty 2708.625215 = -426258.595428
  nChanged 188
		SP:Iteration 6Q (8472.550000 sec): 3 clusters
  Score: Raw -429109.048074 + Penalty 2708.625215 = -426400.422859
  nChanged 122
		SP:Iteration 7Q (8472.560000 sec): 3 clusters
  Score: Raw -429179.457589 + Penalty 2708.625215 = -426470.832374
  nChanged 110
		SP:Iteration 8Q (8472.570000 sec): 3 clusters
  Score: Raw -429246.212991 + Penalty 2708.625215 = -426537.587776
  nChanged 92
		SP:Iteration 9Q (8472.570000 sec): 3 clusters
  Score: Raw -429300.851713 + Penalty 2708.625215 = -426592.226498
  nChanged 73
		SP:Iteration 10Q (8472.590000 sec): 3 clusters
  Score: Raw -429340.913815 + Penalty 2708.625215 = -426632.288600
  nChanged 59
		SP:Iteration 11Q (8472.590000 sec): 3 clusters
  Score: Raw -429367.854202 + Penalty 2708.625215 = -426659.228987
  nChanged 43
		SP:Iteration 12Q (8472.610000 sec): 3 clusters
  Score: Raw -429388.657056 + Penalty 2708.625215 = -426680.031841
  nChanged 37
		SP:Iteration 13Q (8472.610000 sec): 3 clusters
  Score: Raw -429404.943212 + Penalty 2708.625215 = -426696.317997
  nChanged 29
		SP:Iteration 14Q (8472.620000 sec): 3 clusters
  Score: Raw -429418.316334 + Penalty 2708.625215 = -426709.691119
  nChanged 24
		SP:Iteration 15Q (8472.630000 sec): 3 clusters
  Score: Raw -429427.907758 + Penalty 2708.625215 = -426719.282543
  nChanged 26
		SP:Iteration 16Q (8472.640000 sec): 3 clusters
  Score: Raw -429437.367260 + Penalty 2708.625215 = -426728.742045
  nChanged 22
		SP:Iteration 17Q (8472.650000 sec): 3 clusters
  Score: Raw -429446.717809 + Penalty 2708.625215 = -426738.092594
  nChanged 21
		SP:Iteration 18Q (8472.660000 sec): 3 clusters
  Score: Raw -429455.507077 + Penalty 2708.625215 = -426746.881863
  nChanged 17
		SP:Iteration 19Q (8472.670000 sec): 3 clusters
  Score: Raw -429464.767621 + Penalty 2708.625215 = -426756.142406
  nChanged 20
		SP:Iteration 20F (8472.680000 sec): 3 clusters
  Score: Raw -429471.759928 + Penalty 2708.625215 = -426763.134714
  nChanged 18
		SP:Iteration 21Q (8472.690000 sec): 3 clusters
  Score: Raw -429481.867686 + Penalty 2708.625215 = -426773.242472
  nChanged 25
		SP:Iteration 22Q (8472.700000 sec): 3 clusters
  Score: Raw -429492.500025 + Penalty 2708.625215 = -426783.874810
  nChanged 26
		SP:Iteration 23Q (8472.710000 sec): 3 clusters
  Score: Raw -429501.429623 + Penalty 2708.625215 = -426792.804409
  nChanged 23
		SP:Iteration 24Q (8472.720000 sec): 3 clusters
  Score: Raw -429510.939914 + Penalty 2708.625215 = -426802.314700
  nChanged 21
		SP:Iteration 25Q (8472.730000 sec): 3 clusters
  Score: Raw -429520.823084 + Penalty 2708.625215 = -426812.197870
  nChanged 27
		SP:Iteration 26Q (8472.730000 sec): 3 clusters
  Score: Raw -429532.248720 + Penalty 2708.625215 = -426823.623505
  nChanged 26
		SP:Iteration 27Q (8472.750000 sec): 3 clusters
  Score: Raw -429544.322371 + Penalty 2708.625215 = -426835.697156
  nChanged 24
		SP:Iteration 28Q (8472.750000 sec): 3 clusters
  Score: Raw -429552.420461 + Penalty 2708.625215 = -426843.795246
  nChanged 16
		SP:Iteration 29Q (8472.760000 sec): 3 clusters
  Score: Raw -429557.822018 + Penalty 2708.625215 = -426849.196803
  nChanged 15
		SP:Iteration 30Q (8472.770000 sec): 3 clusters
  Score: Raw -429567.632125 + Penalty 2708.625215 = -426859.006911
  nChanged 20
		SP:Iteration 31Q (8472.780000 sec): 3 clusters
  Score: Raw -429577.328152 + Penalty 2708.625215 = -426868.702937
  nChanged 17
		SP:Iteration 32Q (8472.790000 sec): 3 clusters
  Score: Raw -429584.117813 + Penalty 2708.625215 = -426875.492598
  nChanged 14
		SP:Iteration 33Q (8472.800000 sec): 3 clusters
  Score: Raw -429587.999820 + Penalty 2708.625215 = -426879.374605
  nChanged 9
		SP:Iteration 34Q (8472.810000 sec): 3 clusters
  Score: Raw -429589.680985 + Penalty 2708.625215 = -426881.055770
  nChanged 1
		SP:Iteration 35Q (8472.820000 sec): 3 clusters
  Score: Raw -429589.977268 + Penalty 2708.625215 = -426881.352054
  nChanged 0
		SP:Iteration 36F (8472.830000 sec): 3 clusters
  Score: Raw -429592.041633 + Penalty 2708.625215 = -426883.416418
  nChanged 2
		SP:Iteration 37Q (8472.840000 sec): 3 clusters
  Score: Raw -429594.789545 + Penalty 2708.625215 = -426886.164330
  nChanged 4
		SP:Iteration 38Q (8472.850000 sec): 3 clusters
  Score: Raw -429596.141215 + Penalty 2708.625215 = -426887.516001
  nChanged 5
		SP:Iteration 39Q (8472.860000 sec): 3 clusters
  Score: Raw -429597.653499 + Penalty 2708.625215 = -426889.028285
  nChanged 4
		SP:Iteration 40F (8472.870000 sec): 3 clusters
  Score: Raw -429600.936447 + Penalty 2708.625215 = -426892.311233
  nChanged 8
		SP:Iteration 41Q (8472.880000 sec): 3 clusters
  Score: Raw -429607.253850 + Penalty 2708.625215 = -426898.628635
  nChanged 10
		SP:Iteration 42Q (8472.890000 sec): 3 clusters
  Score: Raw -429612.001033 + Penalty 2708.625215 = -426903.375819
  nChanged 8
		SP:Iteration 43Q (8472.900000 sec): 3 clusters
  Score: Raw -429614.734795 + Penalty 2708.625215 = -426906.109581
  nChanged 8
		SP:Iteration 44Q (8472.910000 sec): 3 clusters
  Score: Raw -429617.217327 + Penalty 2708.625215 = -426908.592112
  nChanged 13
		SP:Iteration 45Q (8472.910000 sec): 3 clusters
  Score: Raw -429620.807197 + Penalty 2708.625215 = -426912.181983
  nChanged 15
		SP:Iteration 46Q (8472.930000 sec): 3 clusters
  Score: Raw -429624.046934 + Penalty 2708.625215 = -426915.421719
  nChanged 8
		SP:Iteration 47Q (8472.930000 sec): 3 clusters
  Score: Raw -429626.680389 + Penalty 2708.625215 = -426918.055174
  nChanged 10
		SP:Iteration 48Q (8472.950000 sec): 3 clusters
  Score: Raw -429629.955401 + Penalty 2708.625215 = -426921.330186
  nChanged 9
		SP:Iteration 49Q (8472.950000 sec): 3 clusters
  Score: Raw -429631.696672 + Penalty 2708.625215 = -426923.071458
  nChanged 3
		SP:Iteration 50Q (8472.960000 sec): 3 clusters
  Score: Raw -429632.360423 + Penalty 2708.625215 = -426923.735209
  nChanged 2
		SP:Iteration 51Q (8472.970000 sec): 3 clusters
  Score: Raw -429632.698034 + Penalty 2708.625215 = -426924.072819
  nChanged 0
		SP:Iteration 52F (8472.980000 sec): 3 clusters
  Score: Raw -429632.698034 + Penalty 2708.625215 = -426924.072819
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8472.990000 sec): 2 clusters
  Score: Raw -195794.430547 + Penalty 1214.558281 = -194579.872266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8472.990000 sec): 3 clusters
  Score: Raw -195093.874653 + Penalty 2429.116562 = -192664.758091
  nChanged 581
		SP:Iteration 1F (8473.000000 sec): 3 clusters
  Score: Raw -195502.131996 + Penalty 2429.116562 = -193073.015434
  nChanged 131
		SP:Iteration 2F (8473.000000 sec): 3 clusters
  Score: Raw -195620.760489 + Penalty 2429.116562 = -193191.643927
  nChanged 97
		SP:Iteration 3F (8473.010000 sec): 3 clusters
  Score: Raw -195703.838651 + Penalty 2429.116562 = -193274.722088
  nChanged 77
		SP:Iteration 4Q (8473.010000 sec): 3 clusters
  Score: Raw -195758.234977 + Penalty 2429.116562 = -193329.118414
  nChanged 69
		SP:Iteration 5Q (8473.010000 sec): 3 clusters
  Score: Raw -195827.214088 + Penalty 2429.116562 = -193398.097526
  nChanged 70
		SP:Iteration 6Q (8473.020000 sec): 3 clusters
  Score: Raw -195900.156573 + Penalty 2429.116562 = -193471.040011
  nChanged 76
		SP:Iteration 7Q (8473.020000 sec): 3 clusters
  Score: Raw -195989.493682 + Penalty 2429.116562 = -193560.377119
  nChanged 88
		SP:Iteration 8Q (8473.030000 sec): 3 clusters
  Score: Raw -196109.025037 + Penalty 2429.116562 = -193679.908475
  nChanged 87
		SP:Iteration 9Q (8473.030000 sec): 3 clusters
  Score: Raw -196229.196223 + Penalty 2429.116562 = -193800.079661
  nChanged 79
		SP:Iteration 10Q (8473.040000 sec): 3 clusters
  Score: Raw -196338.281145 + Penalty 2429.116562 = -193909.164583
  nChanged 62
		SP:Iteration 11Q (8473.040000 sec): 3 clusters
  Score: Raw -196417.588818 + Penalty 2429.116562 = -193988.472256
  nChanged 49
		SP:Iteration 12Q (8473.050000 sec): 3 clusters
  Score: Raw -196459.084731 + Penalty 2429.116562 = -194029.968169
  nChanged 17
		SP:Iteration 13Q (8473.050000 sec): 3 clusters
  Score: Raw -196471.758713 + Penalty 2429.116562 = -194042.642151
  nChanged 8
		SP:Iteration 14Q (8473.050000 sec): 3 clusters
  Score: Raw -196479.654450 + Penalty 2429.116562 = -194050.537888
  nChanged 10
		SP:Iteration 15Q (8473.050000 sec): 3 clusters
  Score: Raw -196490.366468 + Penalty 2429.116562 = -194061.249906
  nChanged 8
		SP:Iteration 16Q (8473.060000 sec): 3 clusters
  Score: Raw -196495.457280 + Penalty 2429.116562 = -194066.340717
  nChanged 5
		SP:Iteration 17Q (8473.060000 sec): 3 clusters
  Score: Raw -196501.700388 + Penalty 2429.116562 = -194072.583826
  nChanged 10
		SP:Iteration 18Q (8473.070000 sec): 3 clusters
  Score: Raw -196508.480986 + Penalty 2429.116562 = -194079.364423
  nChanged 2
		SP:Iteration 19Q (8473.070000 sec): 3 clusters
  Score: Raw -196510.379638 + Penalty 2429.116562 = -194081.263076
  nChanged 2
		SP:Iteration 20F (8473.070000 sec): 3 clusters
  Score: Raw -196518.572700 + Penalty 2429.116562 = -194089.456138
  nChanged 1
		SP:Iteration 21Q (8473.080000 sec): 3 clusters
  Score: Raw -196520.985142 + Penalty 2429.116562 = -194091.868580
  nChanged 3
		SP:Iteration 22Q (8473.080000 sec): 3 clusters
  Score: Raw -196522.940481 + Penalty 2429.116562 = -194093.823919
  nChanged 1
		SP:Iteration 23Q (8473.090000 sec): 3 clusters
  Score: Raw -196525.459513 + Penalty 2429.116562 = -194096.342951
  nChanged 4
		SP:Iteration 24Q (8473.090000 sec): 3 clusters
  Score: Raw -196529.561610 + Penalty 2429.116562 = -194100.445048
  nChanged 3
		SP:Iteration 25Q (8473.090000 sec): 3 clusters
  Score: Raw -196531.899113 + Penalty 2429.116562 = -194102.782551
  nChanged 2
		SP:Iteration 26Q (8473.100000 sec): 3 clusters
  Score: Raw -196533.917164 + Penalty 2429.116562 = -194104.800602
  nChanged 3
		SP:Iteration 27Q (8473.100000 sec): 3 clusters
  Score: Raw -196535.507065 + Penalty 2429.116562 = -194106.390503
  nChanged 0
		SP:Iteration 28F (8473.110000 sec): 3 clusters
  Score: Raw -196535.507065 + Penalty 2429.116562 = -194106.390503
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8473.120000 sec): 2 clusters
  Score: Raw -503303.414232 + Penalty 1368.718408 = -501934.695824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8473.130000 sec): 3 clusters
  Score: Raw -500956.216964 + Penalty 2737.436816 = -498218.780148
  nChanged 1850
		SP:Iteration 1F (8473.150000 sec): 3 clusters
  Score: Raw -502078.976397 + Penalty 2737.436816 = -499341.539581
  nChanged 388
		SP:Iteration 2F (8473.160000 sec): 3 clusters
  Score: Raw -502350.248708 + Penalty 2737.436816 = -499612.811891
  nChanged 323
		SP:Iteration 3F (8473.170000 sec): 3 clusters
  Score: Raw -502571.488482 + Penalty 2737.436816 = -499834.051665
  nChanged 273
		SP:Iteration 4F (8473.180000 sec): 3 clusters
  Score: Raw -502733.940799 + Penalty 2737.436816 = -499996.503982
  nChanged 235
		SP:Iteration 5F (8473.190000 sec): 3 clusters
  Score: Raw -502892.769801 + Penalty 2737.436816 = -500155.332985
  nChanged 223
		SP:Iteration 6Q (8473.200000 sec): 3 clusters
  Score: Raw -503064.762059 + Penalty 2737.436816 = -500327.325242
  nChanged 218
		SP:Iteration 7Q (8473.210000 sec): 3 clusters
  Score: Raw -503227.337999 + Penalty 2737.436816 = -500489.901183
  nChanged 183
		SP:Iteration 8Q (8473.220000 sec): 3 clusters
  Score: Raw -503358.058414 + Penalty 2737.436816 = -500620.621598
  nChanged 167
		SP:Iteration 9Q (8473.230000 sec): 3 clusters
  Score: Raw -503495.673110 + Penalty 2737.436816 = -500758.236294
  nChanged 159
		SP:Iteration 10Q (8473.240000 sec): 3 clusters
  Score: Raw -503607.895656 + Penalty 2737.436816 = -500870.458840
  nChanged 104
		SP:Iteration 11Q (8473.250000 sec): 3 clusters
  Score: Raw -503675.721634 + Penalty 2737.436816 = -500938.284818
  nChanged 85
		SP:Iteration 12Q (8473.260000 sec): 3 clusters
  Score: Raw -503719.520628 + Penalty 2737.436816 = -500982.083812
  nChanged 67
		SP:Iteration 13Q (8473.270000 sec): 3 clusters
  Score: Raw -503744.678753 + Penalty 2737.436816 = -501007.241936
  nChanged 43
		SP:Iteration 14Q (8473.290000 sec): 3 clusters
  Score: Raw -503764.719146 + Penalty 2737.436816 = -501027.282330
  nChanged 41
		SP:Iteration 15Q (8473.290000 sec): 3 clusters
  Score: Raw -503781.254083 + Penalty 2737.436816 = -501043.817266
  nChanged 22
		SP:Iteration 16Q (8473.310000 sec): 3 clusters
  Score: Raw -503790.635765 + Penalty 2737.436816 = -501053.198948
  nChanged 23
		SP:Iteration 17Q (8473.320000 sec): 3 clusters
  Score: Raw -503797.766537 + Penalty 2737.436816 = -501060.329721
  nChanged 15
		SP:Iteration 18Q (8473.330000 sec): 3 clusters
  Score: Raw -503802.406216 + Penalty 2737.436816 = -501064.969400
  nChanged 11
		SP:Iteration 19Q (8473.340000 sec): 3 clusters
  Score: Raw -503805.743735 + Penalty 2737.436816 = -501068.306919
  nChanged 8
		SP:Iteration 20F (8473.350000 sec): 3 clusters
  Score: Raw -503808.807993 + Penalty 2737.436816 = -501071.371177
  nChanged 8
		SP:Iteration 21Q (8473.360000 sec): 3 clusters
  Score: Raw -503811.774255 + Penalty 2737.436816 = -501074.337439
  nChanged 5
		SP:Iteration 22Q (8473.370000 sec): 3 clusters
  Score: Raw -503812.831038 + Penalty 2737.436816 = -501075.394222
  nChanged 3
		SP:Iteration 23Q (8473.380000 sec): 3 clusters
  Score: Raw -503814.095983 + Penalty 2737.436816 = -501076.659167
  nChanged 3
		SP:Iteration 24Q (8473.390000 sec): 3 clusters
  Score: Raw -503814.909695 + Penalty 2737.436816 = -501077.472878
  nChanged 4
		SP:Iteration 25Q (8473.400000 sec): 3 clusters
  Score: Raw -503815.721906 + Penalty 2737.436816 = -501078.285089
  nChanged 0
		SP:Iteration 26F (8473.410000 sec): 3 clusters
  Score: Raw -503815.721906 + Penalty 2737.436816 = -501078.285089
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (19554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8473.480000 sec): 2 clusters
  Score: Raw -2328876.648013 + Penalty 1605.651962 = -2327270.996051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8473.530000 sec): 3 clusters
  Score: Raw -2317134.484560 + Penalty 3211.303923 = -2313923.180637
  nChanged 8823
		SP:Iteration 1F (8473.580000 sec): 3 clusters
  Score: Raw -2322015.118988 + Penalty 3211.303923 = -2318803.815065
  nChanged 936
		SP:Iteration 2Q (8473.630000 sec): 3 clusters
  Score: Raw -2322340.905275 + Penalty 3211.303923 = -2319129.601352
  nChanged 863
		SP:Iteration 3Q (8473.670000 sec): 3 clusters
  Score: Raw -2322641.555115 + Penalty 3211.303923 = -2319430.251192
  nChanged 854
		SP:Iteration 4Q (8473.730000 sec): 3 clusters
  Score: Raw -2322949.377029 + Penalty 3211.303923 = -2319738.073106
  nChanged 843
		SP:Iteration 5Q (8473.770000 sec): 3 clusters
  Score: Raw -2323291.887078 + Penalty 3211.303923 = -2320080.583155
  nChanged 941
		SP:Iteration 6Q (8473.820000 sec): 3 clusters
  Score: Raw -2323722.221436 + Penalty 3211.303923 = -2320510.917513
  nChanged 998
		SP:Iteration 7F (8473.870000 sec): 3 clusters
  Score: Raw -2324206.077876 + Penalty 3211.303923 = -2320994.773953
  nChanged 991
		SP:Iteration 8F (8473.920000 sec): 3 clusters
  Score: Raw -2324737.473030 + Penalty 3211.303923 = -2321526.169107
  nChanged 1041
		SP:Iteration 9F (8473.970000 sec): 3 clusters
  Score: Raw -2325358.952011 + Penalty 3211.303923 = -2322147.648088
  nChanged 999
		SP:Iteration 10F (8474.010000 sec): 3 clusters
  Score: Raw -2326015.155343 + Penalty 3211.303923 = -2322803.851420
  nChanged 1000
		SP:Iteration 11F (8474.060000 sec): 3 clusters
  Score: Raw -2326724.734588 + Penalty 3211.303923 = -2323513.430665
  nChanged 864
		SP:Iteration 12Q (8474.110000 sec): 3 clusters
  Score: Raw -2327355.776781 + Penalty 3211.303923 = -2324144.472858
  nChanged 686
		SP:Iteration 13Q (8474.160000 sec): 3 clusters
  Score: Raw -2327876.075445 + Penalty 3211.303923 = -2324664.771522
  nChanged 542
		SP:Iteration 14Q (8474.210000 sec): 3 clusters
  Score: Raw -2328290.623348 + Penalty 3211.303923 = -2325079.319425
  nChanged 357
		SP:Iteration 15Q (8474.260000 sec): 3 clusters
  Score: Raw -2328566.317552 + Penalty 3211.303923 = -2325355.013628
  nChanged 239
		SP:Iteration 16Q (8474.300000 sec): 3 clusters
  Score: Raw -2328762.792516 + Penalty 3211.303923 = -2325551.488593
  nChanged 144
		SP:Iteration 17Q (8474.350000 sec): 3 clusters
  Score: Raw -2328878.612878 + Penalty 3211.303923 = -2325667.308955
  nChanged 82
		SP:Iteration 18Q (8474.390000 sec): 3 clusters
  Score: Raw -2328949.155827 + Penalty 3211.303923 = -2325737.851904
  nChanged 49
		SP:Iteration 19Q (8474.430000 sec): 3 clusters
  Score: Raw -2328991.795648 + Penalty 3211.303923 = -2325780.491725
  nChanged 30
		SP:Iteration 20F (8474.480000 sec): 3 clusters
  Score: Raw -2329021.230295 + Penalty 3211.303923 = -2325809.926371
  nChanged 24
		SP:Iteration 21Q (8474.520000 sec): 3 clusters
  Score: Raw -2329044.262745 + Penalty 3211.303923 = -2325832.958822
  nChanged 19
		SP:Iteration 22Q (8474.560000 sec): 3 clusters
  Score: Raw -2329062.162380 + Penalty 3211.303923 = -2325850.858457
  nChanged 10
		SP:Iteration 23Q (8474.600000 sec): 3 clusters
  Score: Raw -2329070.356157 + Penalty 3211.303923 = -2325859.052234
  nChanged 8
		SP:Iteration 24Q (8474.640000 sec): 3 clusters
  Score: Raw -2329077.980747 + Penalty 3211.303923 = -2325866.676824
  nChanged 5
		SP:Iteration 25Q (8474.680000 sec): 3 clusters
  Score: Raw -2329082.262657 + Penalty 3211.303923 = -2325870.958734
  nChanged 5
		SP:Iteration 26Q (8474.720000 sec): 3 clusters
  Score: Raw -2329085.300303 + Penalty 3211.303923 = -2325873.996380
  nChanged 1
		SP:Iteration 27Q (8474.760000 sec): 3 clusters
  Score: Raw -2329086.598063 + Penalty 3211.303923 = -2325875.294140
  nChanged 1
		SP:Iteration 28Q (8474.800000 sec): 3 clusters
  Score: Raw -2329087.025071 + Penalty 3211.303923 = -2325875.721148
  nChanged 0
		SP:Iteration 29F (8474.850000 sec): 3 clusters
  Score: Raw -2329087.025071 + Penalty 3211.303923 = -2325875.721148
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (18230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8474.900000 sec): 2 clusters
  Score: Raw -2168356.050628 + Penalty 1594.258878 = -2166761.791749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8474.950000 sec): 3 clusters
  Score: Raw -2157400.961525 + Penalty 3188.517757 = -2154212.443768
  nChanged 8186
		SP:Iteration 1F (8475.000000 sec): 3 clusters
  Score: Raw -2161842.959822 + Penalty 3188.517757 = -2158654.442065
  nChanged 905
		SP:Iteration 2Q (8475.050000 sec): 3 clusters
  Score: Raw -2162169.276040 + Penalty 3188.517757 = -2158980.758283
  nChanged 875
		SP:Iteration 3Q (8475.100000 sec): 3 clusters
  Score: Raw -2162501.312965 + Penalty 3188.517757 = -2159312.795208
  nChanged 845
		SP:Iteration 4Q (8475.150000 sec): 3 clusters
  Score: Raw -2162885.188370 + Penalty 3188.517757 = -2159696.670613
  nChanged 955
		SP:Iteration 5F (8475.190000 sec): 3 clusters
  Score: Raw -2163430.114774 + Penalty 3188.517757 = -2160241.597017
  nChanged 1098
		SP:Iteration 6F (8475.240000 sec): 3 clusters
  Score: Raw -2164157.178814 + Penalty 3188.517757 = -2160968.661057
  nChanged 1167
		SP:Iteration 7F (8475.290000 sec): 3 clusters
  Score: Raw -2165031.533624 + Penalty 3188.517757 = -2161843.015867
  nChanged 1150
		SP:Iteration 8F (8475.330000 sec): 3 clusters
  Score: Raw -2165930.076617 + Penalty 3188.517757 = -2162741.558860
  nChanged 1065
		SP:Iteration 9F (8475.380000 sec): 3 clusters
  Score: Raw -2166760.518807 + Penalty 3188.517757 = -2163572.001050
  nChanged 798
		SP:Iteration 10Q (8475.430000 sec): 3 clusters
  Score: Raw -2167357.672340 + Penalty 3188.517757 = -2164169.154583
  nChanged 582
		SP:Iteration 11Q (8475.470000 sec): 3 clusters
  Score: Raw -2167759.120291 + Penalty 3188.517757 = -2164570.602534
  nChanged 413
		SP:Iteration 12Q (8475.520000 sec): 3 clusters
  Score: Raw -2168025.443787 + Penalty 3188.517757 = -2164836.926030
  nChanged 285
		SP:Iteration 13Q (8475.570000 sec): 3 clusters
  Score: Raw -2168205.802539 + Penalty 3188.517757 = -2165017.284782
  nChanged 213
		SP:Iteration 14Q (8475.610000 sec): 3 clusters
  Score: Raw -2168329.790758 + Penalty 3188.517757 = -2165141.273001
  nChanged 152
		SP:Iteration 15Q (8475.650000 sec): 3 clusters
  Score: Raw -2168422.849686 + Penalty 3188.517757 = -2165234.331929
  nChanged 119
		SP:Iteration 16Q (8475.690000 sec): 3 clusters
  Score: Raw -2168485.433383 + Penalty 3188.517757 = -2165296.915626
  nChanged 80
		SP:Iteration 17Q (8475.730000 sec): 3 clusters
  Score: Raw -2168524.727182 + Penalty 3188.517757 = -2165336.209425
  nChanged 51
		SP:Iteration 18Q (8475.770000 sec): 3 clusters
  Score: Raw -2168547.304548 + Penalty 3188.517757 = -2165358.786791
  nChanged 43
		SP:Iteration 19Q (8475.800000 sec): 3 clusters
  Score: Raw -2168567.417808 + Penalty 3188.517757 = -2165378.900051
  nChanged 36
		SP:Iteration 20F (8475.850000 sec): 3 clusters
  Score: Raw -2168583.350769 + Penalty 3188.517757 = -2165394.833012
  nChanged 28
		SP:Iteration 21Q (8475.890000 sec): 3 clusters
  Score: Raw -2168599.928891 + Penalty 3188.517757 = -2165411.411134
  nChanged 33
		SP:Iteration 22Q (8475.920000 sec): 3 clusters
  Score: Raw -2168620.412735 + Penalty 3188.517757 = -2165431.894978
  nChanged 32
		SP:Iteration 23Q (8475.950000 sec): 3 clusters
  Score: Raw -2168638.349711 + Penalty 3188.517757 = -2165449.831954
  nChanged 24
		SP:Iteration 24Q (8475.990000 sec): 3 clusters
  Score: Raw -2168651.748129 + Penalty 3188.517757 = -2165463.230372
  nChanged 23
		SP:Iteration 25Q (8476.020000 sec): 3 clusters
  Score: Raw -2168662.725873 + Penalty 3188.517757 = -2165474.208116
  nChanged 14
		SP:Iteration 26Q (8476.050000 sec): 3 clusters
  Score: Raw -2168670.528830 + Penalty 3188.517757 = -2165482.011073
  nChanged 12
		SP:Iteration 27Q (8476.080000 sec): 3 clusters
  Score: Raw -2168675.400139 + Penalty 3188.517757 = -2165486.882382
  nChanged 10
		SP:Iteration 28Q (8476.120000 sec): 3 clusters
  Score: Raw -2168681.194361 + Penalty 3188.517757 = -2165492.676604
  nChanged 10
		SP:Iteration 29Q (8476.150000 sec): 3 clusters
  Score: Raw -2168687.862869 + Penalty 3188.517757 = -2165499.345112
  nChanged 8
		SP:Iteration 30Q (8476.190000 sec): 3 clusters
  Score: Raw -2168692.483443 + Penalty 3188.517757 = -2165503.965686
  nChanged 5
		SP:Iteration 31Q (8476.230000 sec): 3 clusters
  Score: Raw -2168694.030150 + Penalty 3188.517757 = -2165505.512393
  nChanged 4
		SP:Iteration 32Q (8476.260000 sec): 3 clusters
  Score: Raw -2168695.789231 + Penalty 3188.517757 = -2165507.271474
  nChanged 3
		SP:Iteration 33Q (8476.300000 sec): 3 clusters
  Score: Raw -2168696.571802 + Penalty 3188.517757 = -2165508.054045
  nChanged 1
		SP:Iteration 34Q (8476.340000 sec): 3 clusters
  Score: Raw -2168696.783418 + Penalty 3188.517757 = -2165508.265661
  nChanged 0
		SP:Iteration 35F (8476.390000 sec): 3 clusters
  Score: Raw -2168696.783418 + Penalty 3188.517757 = -2165508.265661
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (69501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8476.590000 sec): 2 clusters
  Score: Raw -8136117.610886 + Penalty 1811.728168 = -8134305.882718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8476.770000 sec): 3 clusters
  Score: Raw -8091517.228845 + Penalty 3623.456336 = -8087893.772509
  nChanged 32890
		SP:Iteration 1F (8476.940000 sec): 3 clusters
  Score: Raw -8111287.939733 + Penalty 3623.456336 = -8107664.483396
  nChanged 3617
		SP:Iteration 2F (8477.120000 sec): 3 clusters
  Score: Raw -8113009.522604 + Penalty 3623.456336 = -8109386.066267
  nChanged 4123
		SP:Iteration 3F (8477.290000 sec): 3 clusters
  Score: Raw -8115233.981676 + Penalty 3623.456336 = -8111610.525340
  nChanged 4502
		SP:Iteration 4F (8477.470000 sec): 3 clusters
  Score: Raw -8117716.543180 + Penalty 3623.456336 = -8114093.086844
  nChanged 4272
		SP:Iteration 5F (8477.650000 sec): 3 clusters
  Score: Raw -8119866.667885 + Penalty 3623.456336 = -8116243.211548
  nChanged 3802
		SP:Iteration 6F (8477.830000 sec): 3 clusters
  Score: Raw -8121534.033401 + Penalty 3623.456336 = -8117910.577065
  nChanged 3242
		SP:Iteration 7Q (8478.000000 sec): 3 clusters
  Score: Raw -8122771.130184 + Penalty 3623.456336 = -8119147.673847
  nChanged 2588
		SP:Iteration 8Q (8478.180000 sec): 3 clusters
  Score: Raw -8123645.507340 + Penalty 3623.456336 = -8120022.051003
  nChanged 2177
		SP:Iteration 9Q (8478.370000 sec): 3 clusters
  Score: Raw -8124360.145724 + Penalty 3623.456336 = -8120736.689388
  nChanged 1903
		SP:Iteration 10Q (8478.550000 sec): 3 clusters
  Score: Raw -8125016.628993 + Penalty 3623.456336 = -8121393.172657
  nChanged 1701
		SP:Iteration 11Q (8478.740000 sec): 3 clusters
  Score: Raw -8125690.411387 + Penalty 3623.456336 = -8122066.955051
  nChanged 1693
		SP:Iteration 12Q (8478.930000 sec): 3 clusters
  Score: Raw -8126437.633046 + Penalty 3623.456336 = -8122814.176710
  nChanged 1725
		SP:Iteration 13Q (8479.120000 sec): 3 clusters
  Score: Raw -8127349.494256 + Penalty 3623.456336 = -8123726.037920
  nChanged 1764
		SP:Iteration 14Q (8479.300000 sec): 3 clusters
  Score: Raw -8128371.402388 + Penalty 3623.456336 = -8124747.946051
  nChanged 1849
		SP:Iteration 15Q (8479.480000 sec): 3 clusters
  Score: Raw -8129443.362099 + Penalty 3623.456336 = -8125819.905762
  nChanged 1748
		SP:Iteration 16Q (8479.660000 sec): 3 clusters
  Score: Raw -8130393.348526 + Penalty 3623.456336 = -8126769.892190
  nChanged 1521
		SP:Iteration 17Q (8479.830000 sec): 3 clusters
  Score: Raw -8131114.268114 + Penalty 3623.456336 = -8127490.811777
  nChanged 1335
		SP:Iteration 18Q (8480.020000 sec): 3 clusters
  Score: Raw -8131676.204584 + Penalty 3623.456336 = -8128052.748247
  nChanged 1117
		SP:Iteration 19Q (8480.200000 sec): 3 clusters
  Score: Raw -8132108.528011 + Penalty 3623.456336 = -8128485.071674
  nChanged 989
		SP:Iteration 20F (8480.390000 sec): 3 clusters
  Score: Raw -8132470.809369 + Penalty 3623.456336 = -8128847.353032
  nChanged 926
		SP:Iteration 21Q (8480.580000 sec): 3 clusters
  Score: Raw -8132791.306457 + Penalty 3623.456336 = -8129167.850121
  nChanged 864
		SP:Iteration 22Q (8480.740000 sec): 3 clusters
  Score: Raw -8133114.159340 + Penalty 3623.456336 = -8129490.703004
  nChanged 856
		SP:Iteration 23Q (8480.900000 sec): 3 clusters
  Score: Raw -8133464.922392 + Penalty 3623.456336 = -8129841.466056
  nChanged 867
		SP:Iteration 24Q (8481.060000 sec): 3 clusters
  Score: Raw -8133832.275300 + Penalty 3623.456336 = -8130208.818963
  nChanged 844
		SP:Iteration 25Q (8481.220000 sec): 3 clusters
  Score: Raw -8134253.823736 + Penalty 3623.456336 = -8130630.367399
  nChanged 870
		SP:Iteration 26Q (8481.370000 sec): 3 clusters
  Score: Raw -8134744.362544 + Penalty 3623.456336 = -8131120.906208
  nChanged 862
		SP:Iteration 27Q (8481.530000 sec): 3 clusters
  Score: Raw -8135354.792245 + Penalty 3623.456336 = -8131731.335909
  nChanged 903
		SP:Iteration 28Q (8481.680000 sec): 3 clusters
  Score: Raw -8136034.510570 + Penalty 3623.456336 = -8132411.054233
  nChanged 843
		SP:Iteration 29Q (8481.840000 sec): 3 clusters
  Score: Raw -8136607.303443 + Penalty 3623.456336 = -8132983.847107
  nChanged 747
		SP:Iteration 30Q (8481.980000 sec): 3 clusters
  Score: Raw -8137022.542780 + Penalty 3623.456336 = -8133399.086444
  nChanged 618
		SP:Iteration 31Q (8482.130000 sec): 3 clusters
  Score: Raw -8137284.460831 + Penalty 3623.456336 = -8133661.004494
  nChanged 506
		SP:Iteration 32Q (8482.280000 sec): 3 clusters
  Score: Raw -8137418.671770 + Penalty 3623.456336 = -8133795.215434
  nChanged 371
		SP:Iteration 33Q (8482.430000 sec): 3 clusters
  Score: Raw -8137500.094706 + Penalty 3623.456336 = -8133876.638369
  nChanged 288
		SP:Iteration 34Q (8482.570000 sec): 3 clusters
  Score: Raw -8137543.349090 + Penalty 3623.456336 = -8133919.892753
  nChanged 210
		SP:Iteration 35Q (8482.730000 sec): 3 clusters
  Score: Raw -8137571.493496 + Penalty 3623.456336 = -8133948.037159
  nChanged 175
		SP:Iteration 36Q (8482.880000 sec): 3 clusters
  Score: Raw -8137592.046025 + Penalty 3623.456336 = -8133968.589689
  nChanged 130
		SP:Iteration 37Q (8483.020000 sec): 3 clusters
  Score: Raw -8137604.480131 + Penalty 3623.456336 = -8133981.023795
  nChanged 112
		SP:Iteration 38Q (8483.160000 sec): 3 clusters
  Score: Raw -8137614.917601 + Penalty 3623.456336 = -8133991.461264
  nChanged 84
		SP:Iteration 39Q (8483.320000 sec): 3 clusters
  Score: Raw -8137621.686339 + Penalty 3623.456336 = -8133998.230002
  nChanged 86
		SP:Iteration 40F (8483.490000 sec): 3 clusters
  Score: Raw -8137629.184748 + Penalty 3623.456336 = -8134005.728412
  nChanged 81
		SP:Iteration 41Q (8483.640000 sec): 3 clusters
  Score: Raw -8137635.435543 + Penalty 3623.456336 = -8134011.979207
  nChanged 76
		SP:Iteration 42Q (8483.780000 sec): 3 clusters
  Score: Raw -8137642.300755 + Penalty 3623.456336 = -8134018.844419
  nChanged 89
		SP:Iteration 43Q (8483.920000 sec): 3 clusters
  Score: Raw -8137650.439246 + Penalty 3623.456336 = -8134026.982909
  nChanged 87
		SP:Iteration 44Q (8484.070000 sec): 3 clusters
  Score: Raw -8137656.299125 + Penalty 3623.456336 = -8134032.842789
  nChanged 53
		SP:Iteration 45Q (8484.220000 sec): 3 clusters
  Score: Raw -8137659.209232 + Penalty 3623.456336 = -8134035.752895
  nChanged 49
		SP:Iteration 46Q (8484.360000 sec): 3 clusters
  Score: Raw -8137661.242106 + Penalty 3623.456336 = -8134037.785770
  nChanged 33
		SP:Iteration 47Q (8484.510000 sec): 3 clusters
  Score: Raw -8137662.379808 + Penalty 3623.456336 = -8134038.923471
  nChanged 21
		SP:Iteration 48Q (8484.660000 sec): 3 clusters
  Score: Raw -8137663.125211 + Penalty 3623.456336 = -8134039.668874
  nChanged 12
		SP:Iteration 49Q (8484.800000 sec): 3 clusters
  Score: Raw -8137663.602286 + Penalty 3623.456336 = -8134040.145950
  nChanged 14
		SP:Iteration 50Q (8484.960000 sec): 3 clusters
  Score: Raw -8137664.014256 + Penalty 3623.456336 = -8134040.557919
  nChanged 12
		SP:Iteration 51Q (8485.100000 sec): 3 clusters
  Score: Raw -8137664.271059 + Penalty 3623.456336 = -8134040.814723
  nChanged 11
		SP:Iteration 52Q (8485.250000 sec): 3 clusters
  Score: Raw -8137664.559941 + Penalty 3623.456336 = -8134041.103605
  nChanged 10
		SP:Iteration 53Q (8485.390000 sec): 3 clusters
  Score: Raw -8137664.821484 + Penalty 3623.456336 = -8134041.365148
  nChanged 5
		SP:Iteration 54Q (8485.540000 sec): 3 clusters
  Score: Raw -8137664.955287 + Penalty 3623.456336 = -8134041.498950
  nChanged 4
		SP:Iteration 55Q (8485.690000 sec): 3 clusters
  Score: Raw -8137665.115206 + Penalty 3623.456336 = -8134041.658869
  nChanged 6
		SP:Iteration 56Q (8485.850000 sec): 3 clusters
  Score: Raw -8137665.267211 + Penalty 3623.456336 = -8134041.810874
  nChanged 5
		SP:Iteration 57Q (8486.010000 sec): 3 clusters
  Score: Raw -8137665.447219 + Penalty 3623.456336 = -8134041.990882
  nChanged 5
		SP:Iteration 58Q (8486.190000 sec): 3 clusters
  Score: Raw -8137665.665341 + Penalty 3623.456336 = -8134042.209005
  nChanged 10
		SP:Iteration 59Q (8486.360000 sec): 3 clusters
  Score: Raw -8137666.034930 + Penalty 3623.456336 = -8134042.578594
  nChanged 6
		SP:Iteration 60F (8486.560000 sec): 3 clusters
  Score: Raw -8137666.151035 + Penalty 3623.456336 = -8134042.694699
  nChanged 4
		SP:Iteration 61Q (8486.730000 sec): 3 clusters
  Score: Raw -8137666.225318 + Penalty 3623.456336 = -8134042.768982
  nChanged 6
		SP:Iteration 62Q (8486.910000 sec): 3 clusters
  Score: Raw -8137666.441073 + Penalty 3623.456336 = -8134042.984737
  nChanged 7
		SP:Iteration 63Q (8487.080000 sec): 3 clusters
  Score: Raw -8137666.672568 + Penalty 3623.456336 = -8134043.216232
  nChanged 6
		SP:Iteration 64Q (8487.250000 sec): 3 clusters
  Score: Raw -8137666.834302 + Penalty 3623.456336 = -8134043.377966
  nChanged 3
		SP:Iteration 65Q (8487.410000 sec): 3 clusters
  Score: Raw -8137666.886570 + Penalty 3623.456336 = -8134043.430234
  nChanged 3
		SP:Iteration 66Q (8487.570000 sec): 3 clusters
  Score: Raw -8137666.941424 + Penalty 3623.456336 = -8134043.485088
  nChanged 3
		SP:Iteration 67Q (8487.740000 sec): 3 clusters
  Score: Raw -8137667.007129 + Penalty 3623.456336 = -8134043.550793
  nChanged 1
		SP:Iteration 68Q (8487.920000 sec): 3 clusters
  Score: Raw -8137667.024565 + Penalty 3623.456336 = -8134043.568229
  nChanged 0
		SP:Iteration 69F (8488.130000 sec): 3 clusters
  Score: Raw -8137667.024565 + Penalty 3623.456336 = -8134043.568229
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (29072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8488.240000 sec): 2 clusters
  Score: Raw -3320918.419155 + Penalty 1670.098753 = -3319248.320402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8488.330000 sec): 3 clusters
  Score: Raw -3302837.129184 + Penalty 3340.197507 = -3299496.931677
  nChanged 13487
		SP:Iteration 1F (8488.410000 sec): 3 clusters
  Score: Raw -3310475.545303 + Penalty 3340.197507 = -3307135.347796
  nChanged 1346
		SP:Iteration 2Q (8488.510000 sec): 3 clusters
  Score: Raw -3310938.297225 + Penalty 3340.197507 = -3307598.099718
  nChanged 1276
		SP:Iteration 3Q (8488.600000 sec): 3 clusters
  Score: Raw -3311370.996479 + Penalty 3340.197507 = -3308030.798973
  nChanged 1194
		SP:Iteration 4Q (8488.690000 sec): 3 clusters
  Score: Raw -3311789.299493 + Penalty 3340.197507 = -3308449.101986
  nChanged 1175
		SP:Iteration 5Q (8488.770000 sec): 3 clusters
  Score: Raw -3312243.072526 + Penalty 3340.197507 = -3308902.875019
  nChanged 1272
		SP:Iteration 6Q (8488.850000 sec): 3 clusters
  Score: Raw -3312867.341637 + Penalty 3340.197507 = -3309527.144130
  nChanged 1529
		SP:Iteration 7F (8488.930000 sec): 3 clusters
  Score: Raw -3313762.146082 + Penalty 3340.197507 = -3310421.948575
  nChanged 1777
		SP:Iteration 8F (8489.020000 sec): 3 clusters
  Score: Raw -3314994.906788 + Penalty 3340.197507 = -3311654.709281
  nChanged 1885
		SP:Iteration 9F (8489.100000 sec): 3 clusters
  Score: Raw -3316446.257720 + Penalty 3340.197507 = -3313106.060213
  nChanged 1745
		SP:Iteration 10F (8489.180000 sec): 3 clusters
  Score: Raw -3317903.059609 + Penalty 3340.197507 = -3314562.862102
  nChanged 1411
		SP:Iteration 11Q (8489.270000 sec): 3 clusters
  Score: Raw -3319190.265951 + Penalty 3340.197507 = -3315850.068444
  nChanged 1017
		SP:Iteration 12Q (8489.340000 sec): 3 clusters
  Score: Raw -3320276.510673 + Penalty 3340.197507 = -3316936.313166
  nChanged 677
		SP:Iteration 13Q (8489.410000 sec): 3 clusters
  Score: Raw -3321098.463193 + Penalty 3340.197507 = -3317758.265686
  nChanged 468
		SP:Iteration 14Q (8489.480000 sec): 3 clusters
  Score: Raw -3321662.590548 + Penalty 3340.197507 = -3318322.393041
  nChanged 312
		SP:Iteration 15Q (8489.540000 sec): 3 clusters
  Score: Raw -3321998.298788 + Penalty 3340.197507 = -3318658.101281
  nChanged 200
		SP:Iteration 16Q (8489.600000 sec): 3 clusters
  Score: Raw -3322119.654571 + Penalty 3340.197507 = -3318779.457064
  nChanged 124
		SP:Iteration 17Q (8489.650000 sec): 3 clusters
  Score: Raw -3322174.993607 + Penalty 3340.197507 = -3318834.796100
  nChanged 82
		SP:Iteration 18Q (8489.710000 sec): 3 clusters
  Score: Raw -3322200.984039 + Penalty 3340.197507 = -3318860.786532
  nChanged 56
		SP:Iteration 19Q (8489.760000 sec): 3 clusters
  Score: Raw -3322214.917457 + Penalty 3340.197507 = -3318874.719950
  nChanged 38
		SP:Iteration 20F (8489.830000 sec): 3 clusters
  Score: Raw -3322223.499220 + Penalty 3340.197507 = -3318883.301713
  nChanged 29
		SP:Iteration 21Q (8489.900000 sec): 3 clusters
  Score: Raw -3322230.065964 + Penalty 3340.197507 = -3318889.868457
  nChanged 24
		SP:Iteration 22Q (8489.950000 sec): 3 clusters
  Score: Raw -3322235.811255 + Penalty 3340.197507 = -3318895.613748
  nChanged 33
		SP:Iteration 23Q (8490.010000 sec): 3 clusters
  Score: Raw -3322242.815445 + Penalty 3340.197507 = -3318902.617938
  nChanged 22
		SP:Iteration 24Q (8490.060000 sec): 3 clusters
  Score: Raw -3322246.347155 + Penalty 3340.197507 = -3318906.149648
  nChanged 11
		SP:Iteration 25Q (8490.110000 sec): 3 clusters
  Score: Raw -3322248.448305 + Penalty 3340.197507 = -3318908.250798
  nChanged 17
		SP:Iteration 26Q (8490.170000 sec): 3 clusters
  Score: Raw -3322251.924018 + Penalty 3340.197507 = -3318911.726511
  nChanged 18
		SP:Iteration 27Q (8490.240000 sec): 3 clusters
  Score: Raw -3322255.411943 + Penalty 3340.197507 = -3318915.214436
  nChanged 18
		SP:Iteration 28Q (8490.290000 sec): 3 clusters
  Score: Raw -3322258.797099 + Penalty 3340.197507 = -3318918.599592
  nChanged 17
		SP:Iteration 29Q (8490.360000 sec): 3 clusters
  Score: Raw -3322262.705688 + Penalty 3340.197507 = -3318922.508181
  nChanged 15
		SP:Iteration 30Q (8490.410000 sec): 3 clusters
  Score: Raw -3322264.836745 + Penalty 3340.197507 = -3318924.639238
  nChanged 6
		SP:Iteration 31Q (8490.470000 sec): 3 clusters
  Score: Raw -3322265.369640 + Penalty 3340.197507 = -3318925.172133
  nChanged 4
		SP:Iteration 32Q (8490.530000 sec): 3 clusters
  Score: Raw -3322265.982577 + Penalty 3340.197507 = -3318925.785070
  nChanged 3
		SP:Iteration 33Q (8490.590000 sec): 3 clusters
  Score: Raw -3322266.356343 + Penalty 3340.197507 = -3318926.158836
  nChanged 5
		SP:Iteration 34Q (8490.640000 sec): 3 clusters
  Score: Raw -3322267.340930 + Penalty 3340.197507 = -3318927.143423
  nChanged 10
		SP:Iteration 35Q (8490.700000 sec): 3 clusters
  Score: Raw -3322268.820603 + Penalty 3340.197507 = -3318928.623096
  nChanged 9
		SP:Iteration 36Q (8490.750000 sec): 3 clusters
  Score: Raw -3322270.172304 + Penalty 3340.197507 = -3318929.974797
  nChanged 9
		SP:Iteration 37Q (8490.810000 sec): 3 clusters
  Score: Raw -3322271.173269 + Penalty 3340.197507 = -3318930.975763
  nChanged 2
		SP:Iteration 38Q (8490.870000 sec): 3 clusters
  Score: Raw -3322271.409104 + Penalty 3340.197507 = -3318931.211597
  nChanged 0
		SP:Iteration 39F (8490.940000 sec): 3 clusters
  Score: Raw -3322271.409104 + Penalty 3340.197507 = -3318931.211597
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (15888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8490.990000 sec): 2 clusters
  Score: Raw -1920622.089423 + Penalty 1571.914400 = -1919050.175023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8491.030000 sec): 3 clusters
  Score: Raw -1911283.328074 + Penalty 3143.828801 = -1908139.499273
  nChanged 7102
		SP:Iteration 1F (8491.070000 sec): 3 clusters
  Score: Raw -1915010.749331 + Penalty 3143.828801 = -1911866.920530
  nChanged 845
		SP:Iteration 2F (8491.100000 sec): 3 clusters
  Score: Raw -1915323.294975 + Penalty 3143.828801 = -1912179.466174
  nChanged 758
		SP:Iteration 3Q (8491.140000 sec): 3 clusters
  Score: Raw -1915608.678943 + Penalty 3143.828801 = -1912464.850142
  nChanged 723
		SP:Iteration 4Q (8491.180000 sec): 3 clusters
  Score: Raw -1915914.109208 + Penalty 3143.828801 = -1912770.280407
  nChanged 742
		SP:Iteration 5Q (8491.220000 sec): 3 clusters
  Score: Raw -1916264.310808 + Penalty 3143.828801 = -1913120.482007
  nChanged 766
		SP:Iteration 6Q (8491.260000 sec): 3 clusters
  Score: Raw -1916658.848251 + Penalty 3143.828801 = -1913515.019450
  nChanged 776
		SP:Iteration 7Q (8491.300000 sec): 3 clusters
  Score: Raw -1917119.155581 + Penalty 3143.828801 = -1913975.326780
  nChanged 813
		SP:Iteration 8F (8491.340000 sec): 3 clusters
  Score: Raw -1917662.468055 + Penalty 3143.828801 = -1914518.639254
  nChanged 782
		SP:Iteration 9Q (8491.380000 sec): 3 clusters
  Score: Raw -1918201.972668 + Penalty 3143.828801 = -1915058.143868
  nChanged 672
		SP:Iteration 10Q (8491.420000 sec): 3 clusters
  Score: Raw -1918647.354036 + Penalty 3143.828801 = -1915503.525236
  nChanged 549
		SP:Iteration 11Q (8491.460000 sec): 3 clusters
  Score: Raw -1919008.064165 + Penalty 3143.828801 = -1915864.235364
  nChanged 440
		SP:Iteration 12Q (8491.500000 sec): 3 clusters
  Score: Raw -1919299.579927 + Penalty 3143.828801 = -1916155.751127
  nChanged 397
		SP:Iteration 13Q (8491.530000 sec): 3 clusters
  Score: Raw -1919560.415738 + Penalty 3143.828801 = -1916416.586938
  nChanged 287
		SP:Iteration 14Q (8491.570000 sec): 3 clusters
  Score: Raw -1919712.209939 + Penalty 3143.828801 = -1916568.381139
  nChanged 228
		SP:Iteration 15Q (8491.610000 sec): 3 clusters
  Score: Raw -1919829.908418 + Penalty 3143.828801 = -1916686.079618
  nChanged 196
		SP:Iteration 16Q (8491.640000 sec): 3 clusters
  Score: Raw -1919919.154430 + Penalty 3143.828801 = -1916775.325630
  nChanged 167
		SP:Iteration 17Q (8491.680000 sec): 3 clusters
  Score: Raw -1919989.257821 + Penalty 3143.828801 = -1916845.429021
  nChanged 134
		SP:Iteration 18Q (8491.710000 sec): 3 clusters
  Score: Raw -1920039.360338 + Penalty 3143.828801 = -1916895.531537
  nChanged 127
		SP:Iteration 19Q (8491.740000 sec): 3 clusters
  Score: Raw -1920083.104443 + Penalty 3143.828801 = -1916939.275642
  nChanged 117
		SP:Iteration 20F (8491.780000 sec): 3 clusters
  Score: Raw -1920121.710102 + Penalty 3143.828801 = -1916977.881301
  nChanged 100
		SP:Iteration 21Q (8491.820000 sec): 3 clusters
  Score: Raw -1920155.377254 + Penalty 3143.828801 = -1917011.548454
  nChanged 79
		SP:Iteration 22Q (8491.850000 sec): 3 clusters
  Score: Raw -1920176.943466 + Penalty 3143.828801 = -1917033.114665
  nChanged 68
		SP:Iteration 23Q (8491.880000 sec): 3 clusters
  Score: Raw -1920197.911830 + Penalty 3143.828801 = -1917054.083030
  nChanged 65
		SP:Iteration 24Q (8491.910000 sec): 3 clusters
  Score: Raw -1920215.997963 + Penalty 3143.828801 = -1917072.169163
  nChanged 62
		SP:Iteration 25Q (8491.940000 sec): 3 clusters
  Score: Raw -1920233.016007 + Penalty 3143.828801 = -1917089.187206
  nChanged 59
		SP:Iteration 26Q (8491.970000 sec): 3 clusters
  Score: Raw -1920254.356764 + Penalty 3143.828801 = -1917110.527963
  nChanged 63
		SP:Iteration 27Q (8492.010000 sec): 3 clusters
  Score: Raw -1920274.545022 + Penalty 3143.828801 = -1917130.716221
  nChanged 66
		SP:Iteration 28Q (8492.040000 sec): 3 clusters
  Score: Raw -1920293.840022 + Penalty 3143.828801 = -1917150.011221
  nChanged 67
		SP:Iteration 29Q (8492.070000 sec): 3 clusters
  Score: Raw -1920314.068991 + Penalty 3143.828801 = -1917170.240190
  nChanged 71
		SP:Iteration 30Q (8492.100000 sec): 3 clusters
  Score: Raw -1920338.208258 + Penalty 3143.828801 = -1917194.379457
  nChanged 73
		SP:Iteration 31Q (8492.130000 sec): 3 clusters
  Score: Raw -1920360.989848 + Penalty 3143.828801 = -1917217.161047
  nChanged 59
		SP:Iteration 32Q (8492.160000 sec): 3 clusters
  Score: Raw -1920382.512587 + Penalty 3143.828801 = -1917238.683786
  nChanged 57
		SP:Iteration 33Q (8492.190000 sec): 3 clusters
  Score: Raw -1920403.460647 + Penalty 3143.828801 = -1917259.631847
  nChanged 58
		SP:Iteration 34Q (8492.220000 sec): 3 clusters
  Score: Raw -1920424.165078 + Penalty 3143.828801 = -1917280.336277
  nChanged 55
		SP:Iteration 35Q (8492.250000 sec): 3 clusters
  Score: Raw -1920439.880482 + Penalty 3143.828801 = -1917296.051681
  nChanged 40
		SP:Iteration 36Q (8492.280000 sec): 3 clusters
  Score: Raw -1920450.315702 + Penalty 3143.828801 = -1917306.486902
  nChanged 35
		SP:Iteration 37Q (8492.310000 sec): 3 clusters
  Score: Raw -1920460.485219 + Penalty 3143.828801 = -1917316.656418
  nChanged 43
		SP:Iteration 38Q (8492.340000 sec): 3 clusters
  Score: Raw -1920474.324004 + Penalty 3143.828801 = -1917330.495204
  nChanged 43
		SP:Iteration 39Q (8492.370000 sec): 3 clusters
  Score: Raw -1920487.367053 + Penalty 3143.828801 = -1917343.538253
  nChanged 36
		SP:Iteration 40F (8492.410000 sec): 3 clusters
  Score: Raw -1920500.089976 + Penalty 3143.828801 = -1917356.261175
  nChanged 46
		SP:Iteration 41Q (8492.440000 sec): 3 clusters
  Score: Raw -1920513.789769 + Penalty 3143.828801 = -1917369.960969
  nChanged 39
		SP:Iteration 42Q (8492.470000 sec): 3 clusters
  Score: Raw -1920524.086179 + Penalty 3143.828801 = -1917380.257378
  nChanged 32
		SP:Iteration 43Q (8492.510000 sec): 3 clusters
  Score: Raw -1920532.995599 + Penalty 3143.828801 = -1917389.166798
  nChanged 26
		SP:Iteration 44Q (8492.530000 sec): 3 clusters
  Score: Raw -1920540.077058 + Penalty 3143.828801 = -1917396.248257
  nChanged 24
		SP:Iteration 45Q (8492.560000 sec): 3 clusters
  Score: Raw -1920546.981339 + Penalty 3143.828801 = -1917403.152539
  nChanged 36
		SP:Iteration 46Q (8492.590000 sec): 3 clusters
  Score: Raw -1920557.924352 + Penalty 3143.828801 = -1917414.095552
  nChanged 29
		SP:Iteration 47Q (8492.630000 sec): 3 clusters
  Score: Raw -1920567.790904 + Penalty 3143.828801 = -1917423.962103
  nChanged 24
		SP:Iteration 48Q (8492.660000 sec): 3 clusters
  Score: Raw -1920574.880338 + Penalty 3143.828801 = -1917431.051537
  nChanged 18
		SP:Iteration 49Q (8492.690000 sec): 3 clusters
  Score: Raw -1920578.995270 + Penalty 3143.828801 = -1917435.166470
  nChanged 11
		SP:Iteration 50Q (8492.720000 sec): 3 clusters
  Score: Raw -1920581.440959 + Penalty 3143.828801 = -1917437.612158
  nChanged 17
		SP:Iteration 51Q (8492.750000 sec): 3 clusters
  Score: Raw -1920587.042419 + Penalty 3143.828801 = -1917443.213618
  nChanged 19
		SP:Iteration 52Q (8492.780000 sec): 3 clusters
  Score: Raw -1920592.611498 + Penalty 3143.828801 = -1917448.782698
  nChanged 18
		SP:Iteration 53Q (8492.810000 sec): 3 clusters
  Score: Raw -1920598.322278 + Penalty 3143.828801 = -1917454.493477
  nChanged 11
		SP:Iteration 54Q (8492.840000 sec): 3 clusters
  Score: Raw -1920601.578197 + Penalty 3143.828801 = -1917457.749396
  nChanged 7
		SP:Iteration 55Q (8492.870000 sec): 3 clusters
  Score: Raw -1920604.523951 + Penalty 3143.828801 = -1917460.695150
  nChanged 7
		SP:Iteration 56Q (8492.890000 sec): 3 clusters
  Score: Raw -1920606.245441 + Penalty 3143.828801 = -1917462.416641
  nChanged 6
		SP:Iteration 57Q (8492.930000 sec): 3 clusters
  Score: Raw -1920607.764839 + Penalty 3143.828801 = -1917463.936038
  nChanged 9
		SP:Iteration 58Q (8492.950000 sec): 3 clusters
  Score: Raw -1920609.941594 + Penalty 3143.828801 = -1917466.112794
  nChanged 3
		SP:Iteration 59Q (8492.980000 sec): 3 clusters
  Score: Raw -1920610.373878 + Penalty 3143.828801 = -1917466.545078
  nChanged 2
		SP:Iteration 60F (8493.020000 sec): 3 clusters
  Score: Raw -1920610.686176 + Penalty 3143.828801 = -1917466.857375
  nChanged 2
		SP:Iteration 61Q (8493.050000 sec): 3 clusters
  Score: Raw -1920611.570516 + Penalty 3143.828801 = -1917467.741715
  nChanged 2
		SP:Iteration 62Q (8493.080000 sec): 3 clusters
  Score: Raw -1920612.181436 + Penalty 3143.828801 = -1917468.352636
  nChanged 0
		SP:Iteration 63F (8493.120000 sec): 3 clusters
  Score: Raw -1920612.181436 + Penalty 3143.828801 = -1917468.352636
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8493.130000 sec): 2 clusters
  Score: Raw -110560.404397 + Penalty 1136.215669 = -109424.188728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8493.130000 sec): 3 clusters
  Score: Raw -110164.184207 + Penalty 2272.431339 = -107891.752868
  nChanged 363
		SP:Iteration 1F (8493.140000 sec): 3 clusters
  Score: Raw -110589.645125 + Penalty 2272.431339 = -108317.213786
  nChanged 108
		SP:Iteration 2F (8493.140000 sec): 3 clusters
  Score: Raw -110731.148542 + Penalty 2272.431339 = -108458.717203
  nChanged 65
		SP:Iteration 3F (8493.140000 sec): 3 clusters
  Score: Raw -110799.483151 + Penalty 2272.431339 = -108527.051812
  nChanged 36
		SP:Iteration 4Q (8493.150000 sec): 3 clusters
  Score: Raw -110848.285437 + Penalty 2272.431339 = -108575.854098
  nChanged 40
		SP:Iteration 5Q (8493.150000 sec): 3 clusters
  Score: Raw -110892.150364 + Penalty 2272.431339 = -108619.719025
  nChanged 17
		SP:Iteration 6Q (8493.150000 sec): 3 clusters
  Score: Raw -110913.948303 + Penalty 2272.431339 = -108641.516964
  nChanged 18
		SP:Iteration 7Q (8493.150000 sec): 3 clusters
  Score: Raw -110932.364468 + Penalty 2272.431339 = -108659.933129
  nChanged 10
		SP:Iteration 8Q (8493.150000 sec): 3 clusters
  Score: Raw -110941.582424 + Penalty 2272.431339 = -108669.151085
  nChanged 5
		SP:Iteration 9Q (8493.160000 sec): 3 clusters
  Score: Raw -110948.009174 + Penalty 2272.431339 = -108675.577835
  nChanged 5
		SP:Iteration 10Q (8493.160000 sec): 3 clusters
  Score: Raw -110954.231784 + Penalty 2272.431339 = -108681.800445
  nChanged 4
		SP:Iteration 11Q (8493.160000 sec): 3 clusters
  Score: Raw -110957.480110 + Penalty 2272.431339 = -108685.048771
  nChanged 2
		SP:Iteration 12Q (8493.170000 sec): 3 clusters
  Score: Raw -110959.932772 + Penalty 2272.431339 = -108687.501434
  nChanged 3
		SP:Iteration 13Q (8493.170000 sec): 3 clusters
  Score: Raw -110962.731371 + Penalty 2272.431339 = -108690.300032
  nChanged 5
		SP:Iteration 14Q (8493.170000 sec): 3 clusters
  Score: Raw -110967.021327 + Penalty 2272.431339 = -108694.589988
  nChanged 6
		SP:Iteration 15Q (8493.170000 sec): 3 clusters
  Score: Raw -110973.364300 + Penalty 2272.431339 = -108700.932961
  nChanged 6
		SP:Iteration 16Q (8493.170000 sec): 3 clusters
  Score: Raw -110979.427867 + Penalty 2272.431339 = -108706.996528
  nChanged 0
		SP:Iteration 17F (8493.180000 sec): 3 clusters
  Score: Raw -110979.427867 + Penalty 2272.431339 = -108706.996528
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (13446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8493.220000 sec): 2 clusters
  Score: Raw -1526449.371041 + Penalty 1544.796003 = -1524904.575038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8493.260000 sec): 3 clusters
  Score: Raw -1518574.091224 + Penalty 3089.592006 = -1515484.499218
  nChanged 5961
		SP:Iteration 1F (8493.290000 sec): 3 clusters
  Score: Raw -1521893.411267 + Penalty 3089.592006 = -1518803.819261
  nChanged 906
		SP:Iteration 2F (8493.330000 sec): 3 clusters
  Score: Raw -1522336.792880 + Penalty 3089.592006 = -1519247.200874
  nChanged 826
		SP:Iteration 3F (8493.360000 sec): 3 clusters
  Score: Raw -1522774.948798 + Penalty 3089.592006 = -1519685.356791
  nChanged 827
		SP:Iteration 4F (8493.390000 sec): 3 clusters
  Score: Raw -1523251.045053 + Penalty 3089.592006 = -1520161.453046
  nChanged 849
		SP:Iteration 5F (8493.430000 sec): 3 clusters
  Score: Raw -1523820.179077 + Penalty 3089.592006 = -1520730.587070
  nChanged 854
		SP:Iteration 6F (8493.460000 sec): 3 clusters
  Score: Raw -1524404.989063 + Penalty 3089.592006 = -1521315.397056
  nChanged 789
		SP:Iteration 7F (8493.490000 sec): 3 clusters
  Score: Raw -1524946.649334 + Penalty 3089.592006 = -1521857.057327
  nChanged 675
		SP:Iteration 8F (8493.520000 sec): 3 clusters
  Score: Raw -1525415.432261 + Penalty 3089.592006 = -1522325.840254
  nChanged 545
		SP:Iteration 9Q (8493.550000 sec): 3 clusters
  Score: Raw -1525799.730696 + Penalty 3089.592006 = -1522710.138690
  nChanged 429
		SP:Iteration 10Q (8493.590000 sec): 3 clusters
  Score: Raw -1526098.174298 + Penalty 3089.592006 = -1523008.582292
  nChanged 314
		SP:Iteration 11Q (8493.620000 sec): 3 clusters
  Score: Raw -1526314.224245 + Penalty 3089.592006 = -1523224.632238
  nChanged 247
		SP:Iteration 12Q (8493.650000 sec): 3 clusters
  Score: Raw -1526488.783024 + Penalty 3089.592006 = -1523399.191018
  nChanged 163
		SP:Iteration 13Q (8493.680000 sec): 3 clusters
  Score: Raw -1526593.565623 + Penalty 3089.592006 = -1523503.973617
  nChanged 120
		SP:Iteration 14Q (8493.710000 sec): 3 clusters
  Score: Raw -1526684.617251 + Penalty 3089.592006 = -1523595.025244
  nChanged 97
		SP:Iteration 15Q (8493.740000 sec): 3 clusters
  Score: Raw -1526755.686385 + Penalty 3089.592006 = -1523666.094379
  nChanged 66
		SP:Iteration 16Q (8493.770000 sec): 3 clusters
  Score: Raw -1526795.312507 + Penalty 3089.592006 = -1523705.720500
  nChanged 50
		SP:Iteration 17Q (8493.790000 sec): 3 clusters
  Score: Raw -1526831.145925 + Penalty 3089.592006 = -1523741.553918
  nChanged 49
		SP:Iteration 18Q (8493.810000 sec): 3 clusters
  Score: Raw -1526856.008304 + Penalty 3089.592006 = -1523766.416298
  nChanged 29
		SP:Iteration 19Q (8493.840000 sec): 3 clusters
  Score: Raw -1526866.449116 + Penalty 3089.592006 = -1523776.857109
  nChanged 19
		SP:Iteration 20F (8493.870000 sec): 3 clusters
  Score: Raw -1526874.108556 + Penalty 3089.592006 = -1523784.516550
  nChanged 15
		SP:Iteration 21Q (8493.900000 sec): 3 clusters
  Score: Raw -1526879.738282 + Penalty 3089.592006 = -1523790.146276
  nChanged 9
		SP:Iteration 22Q (8493.920000 sec): 3 clusters
  Score: Raw -1526883.244220 + Penalty 3089.592006 = -1523793.652214
  nChanged 11
		SP:Iteration 23Q (8493.950000 sec): 3 clusters
  Score: Raw -1526888.587951 + Penalty 3089.592006 = -1523798.995945
  nChanged 9
		SP:Iteration 24Q (8493.970000 sec): 3 clusters
  Score: Raw -1526891.605829 + Penalty 3089.592006 = -1523802.013822
  nChanged 5
		SP:Iteration 25Q (8494.000000 sec): 3 clusters
  Score: Raw -1526893.426125 + Penalty 3089.592006 = -1523803.834118
  nChanged 3
		SP:Iteration 26Q (8494.030000 sec): 3 clusters
  Score: Raw -1526894.296180 + Penalty 3089.592006 = -1523804.704174
  nChanged 1
		SP:Iteration 27Q (8494.050000 sec): 3 clusters
  Score: Raw -1526894.550267 + Penalty 3089.592006 = -1523804.958261
  nChanged 3
		SP:Iteration 28Q (8494.080000 sec): 3 clusters
  Score: Raw -1526895.652357 + Penalty 3089.592006 = -1523806.060350
  nChanged 3
		SP:Iteration 29Q (8494.100000 sec): 3 clusters
  Score: Raw -1526896.605204 + Penalty 3089.592006 = -1523807.013197
  nChanged 4
		SP:Iteration 30Q (8494.130000 sec): 3 clusters
  Score: Raw -1526898.271520 + Penalty 3089.592006 = -1523808.679514
  nChanged 2
		SP:Iteration 31Q (8494.150000 sec): 3 clusters
  Score: Raw -1526899.160884 + Penalty 3089.592006 = -1523809.568878
  nChanged 0
		SP:Iteration 32F (8494.190000 sec): 3 clusters
  Score: Raw -1526899.160884 + Penalty 3089.592006 = -1523809.568878
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (36021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8494.290000 sec): 2 clusters
  Score: Raw -4134986.455380 + Penalty 1704.926824 = -4133281.528556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8494.390000 sec): 3 clusters
  Score: Raw -4112361.867018 + Penalty 3409.853649 = -4108952.013370
  nChanged 16862
		SP:Iteration 1F (8494.490000 sec): 3 clusters
  Score: Raw -4121718.667273 + Penalty 3409.853649 = -4118308.813624
  nChanged 1660
		SP:Iteration 2Q (8494.580000 sec): 3 clusters
  Score: Raw -4122270.045221 + Penalty 3409.853649 = -4118860.191572
  nChanged 1778
		SP:Iteration 3Q (8494.680000 sec): 3 clusters
  Score: Raw -4122992.526999 + Penalty 3409.853649 = -4119582.673351
  nChanged 1997
		SP:Iteration 4F (8494.780000 sec): 3 clusters
  Score: Raw -4124030.598008 + Penalty 3409.853649 = -4120620.744359
  nChanged 2436
		SP:Iteration 5F (8494.870000 sec): 3 clusters
  Score: Raw -4125544.727109 + Penalty 3409.853649 = -4122134.873460
  nChanged 2691
		SP:Iteration 6F (8494.970000 sec): 3 clusters
  Score: Raw -4127438.745238 + Penalty 3409.853649 = -4124028.891589
  nChanged 2557
		SP:Iteration 7F (8495.060000 sec): 3 clusters
  Score: Raw -4129330.675470 + Penalty 3409.853649 = -4125920.821821
  nChanged 2154
		SP:Iteration 8F (8495.150000 sec): 3 clusters
  Score: Raw -4130931.418732 + Penalty 3409.853649 = -4127521.565083
  nChanged 1657
		SP:Iteration 9Q (8495.250000 sec): 3 clusters
  Score: Raw -4132089.950153 + Penalty 3409.853649 = -4128680.096505
  nChanged 1199
		SP:Iteration 10Q (8495.340000 sec): 3 clusters
  Score: Raw -4132931.106998 + Penalty 3409.853649 = -4129521.253349
  nChanged 886
		SP:Iteration 11Q (8495.440000 sec): 3 clusters
  Score: Raw -4133564.404609 + Penalty 3409.853649 = -4130154.550961
  nChanged 683
		SP:Iteration 12Q (8495.530000 sec): 3 clusters
  Score: Raw -4134089.479627 + Penalty 3409.853649 = -4130679.625978
  nChanged 524
		SP:Iteration 13Q (8495.620000 sec): 3 clusters
  Score: Raw -4134535.361562 + Penalty 3409.853649 = -4131125.507914
  nChanged 366
		SP:Iteration 14Q (8495.710000 sec): 3 clusters
  Score: Raw -4134893.549004 + Penalty 3409.853649 = -4131483.695355
  nChanged 222
		SP:Iteration 15Q (8495.790000 sec): 3 clusters
  Score: Raw -4135124.894808 + Penalty 3409.853649 = -4131715.041159
  nChanged 112
		SP:Iteration 16Q (8495.860000 sec): 3 clusters
  Score: Raw -4135240.518484 + Penalty 3409.853649 = -4131830.664835
  nChanged 78
		SP:Iteration 17Q (8495.930000 sec): 3 clusters
  Score: Raw -4135333.915918 + Penalty 3409.853649 = -4131924.062269
  nChanged 82
		SP:Iteration 18Q (8496.000000 sec): 3 clusters
  Score: Raw -4135437.779402 + Penalty 3409.853649 = -4132027.925754
  nChanged 87
		SP:Iteration 19Q (8496.070000 sec): 3 clusters
  Score: Raw -4135512.993078 + Penalty 3409.853649 = -4132103.139429
  nChanged 67
		SP:Iteration 20F (8496.160000 sec): 3 clusters
  Score: Raw -4135553.018388 + Penalty 3409.853649 = -4132143.164739
  nChanged 47
		SP:Iteration 21Q (8496.220000 sec): 3 clusters
  Score: Raw -4135577.561264 + Penalty 3409.853649 = -4132167.707616
  nChanged 39
		SP:Iteration 22Q (8496.290000 sec): 3 clusters
  Score: Raw -4135595.355861 + Penalty 3409.853649 = -4132185.502212
  nChanged 21
		SP:Iteration 23Q (8496.350000 sec): 3 clusters
  Score: Raw -4135602.650733 + Penalty 3409.853649 = -4132192.797084
  nChanged 16
		SP:Iteration 24Q (8496.420000 sec): 3 clusters
  Score: Raw -4135608.576073 + Penalty 3409.853649 = -4132198.722424
  nChanged 13
		SP:Iteration 25Q (8496.480000 sec): 3 clusters
  Score: Raw -4135611.892989 + Penalty 3409.853649 = -4132202.039340
  nChanged 10
		SP:Iteration 26Q (8496.550000 sec): 3 clusters
  Score: Raw -4135614.186991 + Penalty 3409.853649 = -4132204.333342
  nChanged 7
		SP:Iteration 27Q (8496.610000 sec): 3 clusters
  Score: Raw -4135615.323703 + Penalty 3409.853649 = -4132205.470055
  nChanged 7
		SP:Iteration 28Q (8496.670000 sec): 3 clusters
  Score: Raw -4135616.918819 + Penalty 3409.853649 = -4132207.065170
  nChanged 5
		SP:Iteration 29Q (8496.740000 sec): 3 clusters
  Score: Raw -4135618.006128 + Penalty 3409.853649 = -4132208.152480
  nChanged 3
		SP:Iteration 30Q (8496.810000 sec): 3 clusters
  Score: Raw -4135618.914878 + Penalty 3409.853649 = -4132209.061229
  nChanged 3
		SP:Iteration 31Q (8496.870000 sec): 3 clusters
  Score: Raw -4135619.511387 + Penalty 3409.853649 = -4132209.657738
  nChanged 3
		SP:Iteration 32Q (8496.940000 sec): 3 clusters
  Score: Raw -4135619.979892 + Penalty 3409.853649 = -4132210.126243
  nChanged 2
		SP:Iteration 33Q (8497.000000 sec): 3 clusters
  Score: Raw -4135620.512591 + Penalty 3409.853649 = -4132210.658942
  nChanged 2
		SP:Iteration 34Q (8497.070000 sec): 3 clusters
  Score: Raw -4135620.914362 + Penalty 3409.853649 = -4132211.060714
  nChanged 0
		SP:Iteration 35F (8497.170000 sec): 3 clusters
  Score: Raw -4135620.914362 + Penalty 3409.853649 = -4132211.060714
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (27847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8497.240000 sec): 2 clusters
  Score: Raw -3229499.668774 + Penalty 1663.103084 = -3227836.565689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8497.320000 sec): 3 clusters
  Score: Raw -3212524.720549 + Penalty 3326.206169 = -3209198.514380
  nChanged 12738
		SP:Iteration 1F (8497.390000 sec): 3 clusters
  Score: Raw -3219831.621189 + Penalty 3326.206169 = -3216505.415020
  nChanged 1620
		SP:Iteration 2F (8497.470000 sec): 3 clusters
  Score: Raw -3220683.011798 + Penalty 3326.206169 = -3217356.805629
  nChanged 1881
		SP:Iteration 3F (8497.550000 sec): 3 clusters
  Score: Raw -3221834.524329 + Penalty 3326.206169 = -3218508.318160
  nChanged 2070
		SP:Iteration 4F (8497.630000 sec): 3 clusters
  Score: Raw -3223282.840741 + Penalty 3326.206169 = -3219956.634572
  nChanged 2108
		SP:Iteration 5F (8497.710000 sec): 3 clusters
  Score: Raw -3224796.837666 + Penalty 3326.206169 = -3221470.631497
  nChanged 1915
		SP:Iteration 6F (8497.800000 sec): 3 clusters
  Score: Raw -3226171.329619 + Penalty 3326.206169 = -3222845.123450
  nChanged 1640
		SP:Iteration 7F (8497.870000 sec): 3 clusters
  Score: Raw -3227306.317404 + Penalty 3326.206169 = -3223980.111235
  nChanged 1281
		SP:Iteration 8Q (8497.950000 sec): 3 clusters
  Score: Raw -3228176.192615 + Penalty 3326.206169 = -3224849.986446
  nChanged 1049
		SP:Iteration 9Q (8498.020000 sec): 3 clusters
  Score: Raw -3228857.196636 + Penalty 3326.206169 = -3225530.990467
  nChanged 809
		SP:Iteration 10Q (8498.100000 sec): 3 clusters
  Score: Raw -3229382.643108 + Penalty 3326.206169 = -3226056.436939
  nChanged 609
		SP:Iteration 11Q (8498.170000 sec): 3 clusters
  Score: Raw -3229770.980508 + Penalty 3326.206169 = -3226444.774340
  nChanged 445
		SP:Iteration 12Q (8498.240000 sec): 3 clusters
  Score: Raw -3230015.979458 + Penalty 3326.206169 = -3226689.773289
  nChanged 311
		SP:Iteration 13Q (8498.310000 sec): 3 clusters
  Score: Raw -3230172.276735 + Penalty 3326.206169 = -3226846.070566
  nChanged 214
		SP:Iteration 14Q (8498.380000 sec): 3 clusters
  Score: Raw -3230274.679012 + Penalty 3326.206169 = -3226948.472843
  nChanged 141
		SP:Iteration 15Q (8498.450000 sec): 3 clusters
  Score: Raw -3230336.044162 + Penalty 3326.206169 = -3227009.837993
  nChanged 98
		SP:Iteration 16Q (8498.510000 sec): 3 clusters
  Score: Raw -3230377.480435 + Penalty 3326.206169 = -3227051.274266
  nChanged 70
		SP:Iteration 17Q (8498.570000 sec): 3 clusters
  Score: Raw -3230403.184682 + Penalty 3326.206169 = -3227076.978513
  nChanged 49
		SP:Iteration 18Q (8498.640000 sec): 3 clusters
  Score: Raw -3230415.779471 + Penalty 3326.206169 = -3227089.573302
  nChanged 34
		SP:Iteration 19Q (8498.700000 sec): 3 clusters
  Score: Raw -3230425.107438 + Penalty 3326.206169 = -3227098.901269
  nChanged 27
		SP:Iteration 20F (8498.780000 sec): 3 clusters
  Score: Raw -3230433.532699 + Penalty 3326.206169 = -3227107.326530
  nChanged 28
		SP:Iteration 21Q (8498.850000 sec): 3 clusters
  Score: Raw -3230440.703461 + Penalty 3326.206169 = -3227114.497292
  nChanged 21
		SP:Iteration 22Q (8498.920000 sec): 3 clusters
  Score: Raw -3230445.885923 + Penalty 3326.206169 = -3227119.679755
  nChanged 16
		SP:Iteration 23Q (8499.000000 sec): 3 clusters
  Score: Raw -3230449.738639 + Penalty 3326.206169 = -3227123.532471
  nChanged 15
		SP:Iteration 24Q (8499.050000 sec): 3 clusters
  Score: Raw -3230452.858649 + Penalty 3326.206169 = -3227126.652480
  nChanged 12
		SP:Iteration 25Q (8499.130000 sec): 3 clusters
  Score: Raw -3230455.627799 + Penalty 3326.206169 = -3227129.421630
  nChanged 12
		SP:Iteration 26Q (8499.200000 sec): 3 clusters
  Score: Raw -3230458.301780 + Penalty 3326.206169 = -3227132.095611
  nChanged 7
		SP:Iteration 27Q (8499.260000 sec): 3 clusters
  Score: Raw -3230460.646744 + Penalty 3326.206169 = -3227134.440575
  nChanged 7
		SP:Iteration 28Q (8499.320000 sec): 3 clusters
  Score: Raw -3230461.998146 + Penalty 3326.206169 = -3227135.791977
  nChanged 3
		SP:Iteration 29Q (8499.380000 sec): 3 clusters
  Score: Raw -3230462.489210 + Penalty 3326.206169 = -3227136.283041
  nChanged 2
		SP:Iteration 30Q (8499.440000 sec): 3 clusters
  Score: Raw -3230462.914120 + Penalty 3326.206169 = -3227136.707951
  nChanged 2
		SP:Iteration 31Q (8499.500000 sec): 3 clusters
  Score: Raw -3230463.546772 + Penalty 3326.206169 = -3227137.340604
  nChanged 4
		SP:Iteration 32Q (8499.560000 sec): 3 clusters
  Score: Raw -3230464.372818 + Penalty 3326.206169 = -3227138.166649
  nChanged 3
		SP:Iteration 33Q (8499.620000 sec): 3 clusters
  Score: Raw -3230465.190927 + Penalty 3326.206169 = -3227138.984758
  nChanged 4
		SP:Iteration 34Q (8499.690000 sec): 3 clusters
  Score: Raw -3230466.438285 + Penalty 3326.206169 = -3227140.232116
  nChanged 4
		SP:Iteration 35Q (8499.750000 sec): 3 clusters
  Score: Raw -3230467.381501 + Penalty 3326.206169 = -3227141.175332
  nChanged 3
		SP:Iteration 36Q (8499.810000 sec): 3 clusters
  Score: Raw -3230468.020630 + Penalty 3326.206169 = -3227141.814461
  nChanged 3
		SP:Iteration 37Q (8499.870000 sec): 3 clusters
  Score: Raw -3230468.929152 + Penalty 3326.206169 = -3227142.722983
  nChanged 1
		SP:Iteration 38Q (8499.930000 sec): 3 clusters
  Score: Raw -3230469.039820 + Penalty 3326.206169 = -3227142.833651
  nChanged 0
		SP:Iteration 39F (8499.990000 sec): 3 clusters
  Score: Raw -3230469.039820 + Penalty 3326.206169 = -3227142.833651
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (19721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8500.050000 sec): 2 clusters
  Score: Raw -2236412.290150 + Penalty 1607.033892 = -2234805.256258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8500.090000 sec): 3 clusters
  Score: Raw -2224781.663773 + Penalty 3214.067784 = -2221567.595988
  nChanged 8770
		SP:Iteration 1F (8500.150000 sec): 3 clusters
  Score: Raw -2229931.191163 + Penalty 3214.067784 = -2226717.123378
  nChanged 1321
		SP:Iteration 2F (8500.200000 sec): 3 clusters
  Score: Raw -2230762.403695 + Penalty 3214.067784 = -2227548.335910
  nChanged 1386
		SP:Iteration 3F (8500.250000 sec): 3 clusters
  Score: Raw -2231910.070774 + Penalty 3214.067784 = -2228696.002989
  nChanged 1521
		SP:Iteration 4F (8500.300000 sec): 3 clusters
  Score: Raw -2233212.126788 + Penalty 3214.067784 = -2229998.059003
  nChanged 1377
		SP:Iteration 5F (8500.350000 sec): 3 clusters
  Score: Raw -2234240.025328 + Penalty 3214.067784 = -2231025.957543
  nChanged 1125
		SP:Iteration 6F (8500.400000 sec): 3 clusters
  Score: Raw -2235032.217119 + Penalty 3214.067784 = -2231818.149334
  nChanged 909
		SP:Iteration 7Q (8500.450000 sec): 3 clusters
  Score: Raw -2235794.602757 + Penalty 3214.067784 = -2232580.534972
  nChanged 859
		SP:Iteration 8Q (8500.500000 sec): 3 clusters
  Score: Raw -2236746.048996 + Penalty 3214.067784 = -2233531.981211
  nChanged 886
		SP:Iteration 9Q (8500.550000 sec): 3 clusters
  Score: Raw -2238014.826765 + Penalty 3214.067784 = -2234800.758981
  nChanged 881
		SP:Iteration 10Q (8500.590000 sec): 3 clusters
  Score: Raw -2239061.925633 + Penalty 3214.067784 = -2235847.857849
  nChanged 734
		SP:Iteration 11Q (8500.640000 sec): 3 clusters
  Score: Raw -2240050.357926 + Penalty 3214.067784 = -2236836.290141
  nChanged 679
		SP:Iteration 12Q (8500.690000 sec): 3 clusters
  Score: Raw -2241375.420326 + Penalty 3214.067784 = -2238161.352542
  nChanged 447
		SP:Iteration 13Q (8500.730000 sec): 3 clusters
  Score: Raw -2242158.352057 + Penalty 3214.067784 = -2238944.284273
  nChanged 214
		SP:Iteration 14Q (8500.770000 sec): 3 clusters
  Score: Raw -2242315.730315 + Penalty 3214.067784 = -2239101.662530
  nChanged 86
		SP:Iteration 15Q (8500.810000 sec): 3 clusters
  Score: Raw -2242361.511070 + Penalty 3214.067784 = -2239147.443286
  nChanged 44
		SP:Iteration 16Q (8500.840000 sec): 3 clusters
  Score: Raw -2242384.428168 + Penalty 3214.067784 = -2239170.360383
  nChanged 40
		SP:Iteration 17Q (8500.880000 sec): 3 clusters
  Score: Raw -2242399.706845 + Penalty 3214.067784 = -2239185.639061
  nChanged 27
		SP:Iteration 18Q (8500.920000 sec): 3 clusters
  Score: Raw -2242408.936131 + Penalty 3214.067784 = -2239194.868346
  nChanged 23
		SP:Iteration 19Q (8500.950000 sec): 3 clusters
  Score: Raw -2242416.752863 + Penalty 3214.067784 = -2239202.685078
  nChanged 16
		SP:Iteration 20F (8501.000000 sec): 3 clusters
  Score: Raw -2242420.177260 + Penalty 3214.067784 = -2239206.109476
  nChanged 13
		SP:Iteration 21Q (8501.040000 sec): 3 clusters
  Score: Raw -2242421.440078 + Penalty 3214.067784 = -2239207.372294
  nChanged 13
		SP:Iteration 22Q (8501.070000 sec): 3 clusters
  Score: Raw -2242423.351349 + Penalty 3214.067784 = -2239209.283565
  nChanged 7
		SP:Iteration 23Q (8501.110000 sec): 3 clusters
  Score: Raw -2242423.913178 + Penalty 3214.067784 = -2239209.845394
  nChanged 4
		SP:Iteration 24Q (8501.150000 sec): 3 clusters
  Score: Raw -2242424.203039 + Penalty 3214.067784 = -2239210.135254
  nChanged 4
		SP:Iteration 25Q (8501.190000 sec): 3 clusters
  Score: Raw -2242424.626177 + Penalty 3214.067784 = -2239210.558392
  nChanged 5
		SP:Iteration 26Q (8501.230000 sec): 3 clusters
  Score: Raw -2242425.085835 + Penalty 3214.067784 = -2239211.018050
  nChanged 2
		SP:Iteration 27Q (8501.260000 sec): 3 clusters
  Score: Raw -2242425.285404 + Penalty 3214.067784 = -2239211.217619
  nChanged 1
		SP:Iteration 28Q (8501.300000 sec): 3 clusters
  Score: Raw -2242425.345940 + Penalty 3214.067784 = -2239211.278156
  nChanged 1
		SP:Iteration 29Q (8501.330000 sec): 3 clusters
  Score: Raw -2242425.415731 + Penalty 3214.067784 = -2239211.347947
  nChanged 1
		SP:Iteration 30Q (8501.370000 sec): 3 clusters
  Score: Raw -2242425.456182 + Penalty 3214.067784 = -2239211.388398
  nChanged 0
		SP:Iteration 31F (8501.430000 sec): 3 clusters
  Score: Raw -2242425.456182 + Penalty 3214.067784 = -2239211.388398
  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 12.55 GB.

 Trying to split cluster 34 (1656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8501.450000 sec): 2 clusters
  Score: Raw -191069.448649 + Penalty 1204.476054 = -189864.972594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8501.450000 sec): 3 clusters
  Score: Raw -190380.168728 + Penalty 2408.952109 = -187971.216619
  nChanged 579
		SP:Iteration 1F (8501.450000 sec): 3 clusters
  Score: Raw -190757.752370 + Penalty 2408.952109 = -188348.800261
  nChanged 147
		SP:Iteration 2F (8501.460000 sec): 3 clusters
  Score: Raw -190877.802585 + Penalty 2408.952109 = -188468.850476
  nChanged 91
		SP:Iteration 3F (8501.460000 sec): 3 clusters
  Score: Raw -190941.401361 + Penalty 2408.952109 = -188532.449253
  nChanged 57
		SP:Iteration 4Q (8501.470000 sec): 3 clusters
  Score: Raw -190983.210927 + Penalty 2408.952109 = -188574.258818
  nChanged 39
		SP:Iteration 5Q (8501.470000 sec): 3 clusters
  Score: Raw -191007.517473 + Penalty 2408.952109 = -188598.565364
  nChanged 24
		SP:Iteration 6Q (8501.470000 sec): 3 clusters
  Score: Raw -191022.270850 + Penalty 2408.952109 = -188613.318741
  nChanged 20
		SP:Iteration 7Q (8501.480000 sec): 3 clusters
  Score: Raw -191036.363836 + Penalty 2408.952109 = -188627.411727
  nChanged 13
		SP:Iteration 8Q (8501.480000 sec): 3 clusters
  Score: Raw -191044.381078 + Penalty 2408.952109 = -188635.428969
  nChanged 12
		SP:Iteration 9Q (8501.490000 sec): 3 clusters
  Score: Raw -191054.581199 + Penalty 2408.952109 = -188645.629090
  nChanged 16
		SP:Iteration 10Q (8501.490000 sec): 3 clusters
  Score: Raw -191068.538316 + Penalty 2408.952109 = -188659.586207
  nChanged 13
		SP:Iteration 11Q (8501.490000 sec): 3 clusters
  Score: Raw -191080.070754 + Penalty 2408.952109 = -188671.118646
  nChanged 18
		SP:Iteration 12Q (8501.500000 sec): 3 clusters
  Score: Raw -191091.043012 + Penalty 2408.952109 = -188682.090903
  nChanged 21
		SP:Iteration 13Q (8501.500000 sec): 3 clusters
  Score: Raw -191108.250366 + Penalty 2408.952109 = -188699.298257
  nChanged 21
		SP:Iteration 14Q (8501.510000 sec): 3 clusters
  Score: Raw -191124.474411 + Penalty 2408.952109 = -188715.522303
  nChanged 17
		SP:Iteration 15Q (8501.510000 sec): 3 clusters
  Score: Raw -191133.663669 + Penalty 2408.952109 = -188724.711561
  nChanged 10
		SP:Iteration 16Q (8501.510000 sec): 3 clusters
  Score: Raw -191142.381729 + Penalty 2408.952109 = -188733.429620
  nChanged 13
		SP:Iteration 17Q (8501.520000 sec): 3 clusters
  Score: Raw -191151.639164 + Penalty 2408.952109 = -188742.687055
  nChanged 5
		SP:Iteration 18Q (8501.520000 sec): 3 clusters
  Score: Raw -191153.196927 + Penalty 2408.952109 = -188744.244818
  nChanged 3
		SP:Iteration 19Q (8501.520000 sec): 3 clusters
  Score: Raw -191154.634170 + Penalty 2408.952109 = -188745.682061
  nChanged 4
		SP:Iteration 20F (8501.530000 sec): 3 clusters
  Score: Raw -191156.922843 + Penalty 2408.952109 = -188747.970734
  nChanged 6
		SP:Iteration 21Q (8501.530000 sec): 3 clusters
  Score: Raw -191160.658628 + Penalty 2408.952109 = -188751.706519
  nChanged 3
		SP:Iteration 22Q (8501.530000 sec): 3 clusters
  Score: Raw -191162.322448 + Penalty 2408.952109 = -188753.370339
  nChanged 4
		SP:Iteration 23Q (8501.540000 sec): 3 clusters
  Score: Raw -191165.633438 + Penalty 2408.952109 = -188756.681329
  nChanged 6
		SP:Iteration 24Q (8501.540000 sec): 3 clusters
  Score: Raw -191167.808210 + Penalty 2408.952109 = -188758.856101
  nChanged 6
		SP:Iteration 25Q (8501.550000 sec): 3 clusters
  Score: Raw -191169.882464 + Penalty 2408.952109 = -188760.930355
  nChanged 9
		SP:Iteration 26Q (8501.550000 sec): 3 clusters
  Score: Raw -191173.943444 + Penalty 2408.952109 = -188764.991335
  nChanged 9
		SP:Iteration 27Q (8501.550000 sec): 3 clusters
  Score: Raw -191180.968428 + Penalty 2408.952109 = -188772.016319
  nChanged 8
		SP:Iteration 28Q (8501.560000 sec): 3 clusters
  Score: Raw -191185.721148 + Penalty 2408.952109 = -188776.769039
  nChanged 7
		SP:Iteration 29Q (8501.560000 sec): 3 clusters
  Score: Raw -191190.010626 + Penalty 2408.952109 = -188781.058518
  nChanged 8
		SP:Iteration 30Q (8501.570000 sec): 3 clusters
  Score: Raw -191193.682768 + Penalty 2408.952109 = -188784.730659
  nChanged 8
		SP:Iteration 31Q (8501.570000 sec): 3 clusters
  Score: Raw -191199.404686 + Penalty 2408.952109 = -188790.452577
  nChanged 6
		SP:Iteration 32Q (8501.570000 sec): 3 clusters
  Score: Raw -191205.360001 + Penalty 2408.952109 = -188796.407892
  nChanged 14
		SP:Iteration 33Q (8501.580000 sec): 3 clusters
  Score: Raw -191221.648520 + Penalty 2408.952109 = -188812.696412
  nChanged 10
		SP:Iteration 34Q (8501.580000 sec): 3 clusters
  Score: Raw -191229.646820 + Penalty 2408.952109 = -188820.694711
  nChanged 12
		SP:Iteration 35Q (8501.590000 sec): 3 clusters
  Score: Raw -191243.895089 + Penalty 2408.952109 = -188834.942980
  nChanged 16
		SP:Iteration 36Q (8501.600000 sec): 3 clusters
  Score: Raw -191260.762488 + Penalty 2408.952109 = -188851.810379
  nChanged 20
		SP:Iteration 37Q (8501.600000 sec): 3 clusters
  Score: Raw -191289.707347 + Penalty 2408.952109 = -188880.755238
  nChanged 33
		SP:Iteration 38Q (8501.610000 sec): 3 clusters
  Score: Raw -191366.310884 + Penalty 2408.952109 = -188957.358775
  nChanged 50
		SP:Iteration 39Q (8501.610000 sec): 3 clusters
  Score: Raw -191479.646999 + Penalty 2408.952109 = -189070.694890
  nChanged 75
		SP:Iteration 40F (8501.610000 sec): 3 clusters
  Score: Raw -191671.407405 + Penalty 2408.952109 = -189262.455296
  nChanged 99
		SP:Iteration 41F (8501.620000 sec): 3 clusters
  Score: Raw -191962.049755 + Penalty 2408.952109 = -189553.097646
  nChanged 92
		SP:Iteration 42F (8501.620000 sec): 3 clusters
  Score: Raw -192173.000650 + Penalty 2408.952109 = -189764.048541
  nChanged 56
		SP:Iteration 43Q (8501.630000 sec): 3 clusters
  Score: Raw -192258.991701 + Penalty 2408.952109 = -189850.039592
  nChanged 41
		SP:Iteration 44Q (8501.630000 sec): 3 clusters
  Score: Raw -192321.201905 + Penalty 2408.952109 = -189912.249796
  nChanged 34
		SP:Iteration 45Q (8501.630000 sec): 3 clusters
  Score: Raw -192396.568026 + Penalty 2408.952109 = -189987.615917
  nChanged 32
		SP:Iteration 46Q (8501.640000 sec): 3 clusters
  Score: Raw -192505.040757 + Penalty 2408.952109 = -190096.088648
  nChanged 21
		SP:Iteration 47Q (8501.640000 sec): 3 clusters
  Score: Raw -192595.278740 + Penalty 2408.952109 = -190186.326631
  nChanged 12
		SP:Iteration 48Q (8501.640000 sec): 3 clusters
  Score: Raw -192622.170762 + Penalty 2408.952109 = -190213.218654
  nChanged 6
		SP:Iteration 49Q (8501.650000 sec): 3 clusters
  Score: Raw -192637.995653 + Penalty 2408.952109 = -190229.043544
  nChanged 6
		SP:Iteration 50Q (8501.650000 sec): 3 clusters
  Score: Raw -192647.118073 + Penalty 2408.952109 = -190238.165964
  nChanged 3
		SP:Iteration 51Q (8501.650000 sec): 3 clusters
  Score: Raw -192655.006521 + Penalty 2408.952109 = -190246.054412
  nChanged 3
		SP:Iteration 52Q (8501.650000 sec): 3 clusters
  Score: Raw -192662.870472 + Penalty 2408.952109 = -190253.918363
  nChanged 3
		SP:Iteration 53Q (8501.650000 sec): 3 clusters
  Score: Raw -192668.821080 + Penalty 2408.952109 = -190259.868972
  nChanged 2
		SP:Iteration 54Q (8501.660000 sec): 3 clusters
  Score: Raw -192670.806469 + Penalty 2408.952109 = -190261.854360
  nChanged 0
		SP:Iteration 55F (8501.660000 sec): 3 clusters
  Score: Raw -192670.806469 + Penalty 2408.952109 = -190261.854360
  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 12.55 GB.

 Trying to split cluster 35 (21074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8501.730000 sec): 2 clusters
  Score: Raw -2244956.303740 + Penalty 1617.816741 = -2243338.486999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8501.780000 sec): 3 clusters
  Score: Raw -2232291.811244 + Penalty 3235.633483 = -2229056.177761
  nChanged 9498
		SP:Iteration 1F (8501.830000 sec): 3 clusters
  Score: Raw -2237909.467634 + Penalty 3235.633483 = -2234673.834151
  nChanged 1487
		SP:Iteration 2F (8501.880000 sec): 3 clusters
  Score: Raw -2238807.695615 + Penalty 3235.633483 = -2235572.062132
  nChanged 1527
		SP:Iteration 3F (8501.930000 sec): 3 clusters
  Score: Raw -2239912.933731 + Penalty 3235.633483 = -2236677.300248
  nChanged 1580
		SP:Iteration 4F (8501.990000 sec): 3 clusters
  Score: Raw -2241113.490783 + Penalty 3235.633483 = -2237877.857300
  nChanged 1502
		SP:Iteration 5F (8502.040000 sec): 3 clusters
  Score: Raw -2242240.451615 + Penalty 3235.633483 = -2239004.818132
  nChanged 1301
		SP:Iteration 6F (8502.100000 sec): 3 clusters
  Score: Raw -2243078.723809 + Penalty 3235.633483 = -2239843.090326
  nChanged 1058
		SP:Iteration 7F (8502.150000 sec): 3 clusters
  Score: Raw -2243659.403695 + Penalty 3235.633483 = -2240423.770212
  nChanged 851
		SP:Iteration 8Q (8502.230000 sec): 3 clusters
  Score: Raw -2244061.863096 + Penalty 3235.633483 = -2240826.229613
  nChanged 667
		SP:Iteration 9Q (8502.290000 sec): 3 clusters
  Score: Raw -2244343.645363 + Penalty 3235.633483 = -2241108.011880
  nChanged 519
		SP:Iteration 10Q (8502.340000 sec): 3 clusters
  Score: Raw -2244556.477533 + Penalty 3235.633483 = -2241320.844050
  nChanged 490
		SP:Iteration 11Q (8502.390000 sec): 3 clusters
  Score: Raw -2244767.043471 + Penalty 3235.633483 = -2241531.409988
  nChanged 438
		SP:Iteration 12Q (8502.450000 sec): 3 clusters
  Score: Raw -2244929.945534 + Penalty 3235.633483 = -2241694.312051
  nChanged 376
		SP:Iteration 13Q (8502.500000 sec): 3 clusters
  Score: Raw -2245067.762572 + Penalty 3235.633483 = -2241832.129089
  nChanged 322
		SP:Iteration 14Q (8502.560000 sec): 3 clusters
  Score: Raw -2245174.929455 + Penalty 3235.633483 = -2241939.295972
  nChanged 302
		SP:Iteration 15Q (8502.630000 sec): 3 clusters
  Score: Raw -2245265.188439 + Penalty 3235.633483 = -2242029.554956
  nChanged 263
		SP:Iteration 16Q (8502.680000 sec): 3 clusters
  Score: Raw -2245338.928317 + Penalty 3235.633483 = -2242103.294834
  nChanged 216
		SP:Iteration 17Q (8502.720000 sec): 3 clusters
  Score: Raw -2245405.503701 + Penalty 3235.633483 = -2242169.870218
  nChanged 232
		SP:Iteration 18Q (8502.780000 sec): 3 clusters
  Score: Raw -2245480.960067 + Penalty 3235.633483 = -2242245.326584
  nChanged 251
		SP:Iteration 19Q (8502.840000 sec): 3 clusters
  Score: Raw -2245572.144613 + Penalty 3235.633483 = -2242336.511130
  nChanged 254
		SP:Iteration 20F (8502.890000 sec): 3 clusters
  Score: Raw -2245664.713014 + Penalty 3235.633483 = -2242429.079531
  nChanged 264
		SP:Iteration 21Q (8502.950000 sec): 3 clusters
  Score: Raw -2245761.902833 + Penalty 3235.633483 = -2242526.269350
  nChanged 237
		SP:Iteration 22Q (8503.000000 sec): 3 clusters
  Score: Raw -2245852.536720 + Penalty 3235.633483 = -2242616.903237
  nChanged 229
		SP:Iteration 23Q (8503.050000 sec): 3 clusters
  Score: Raw -2245933.489972 + Penalty 3235.633483 = -2242697.856489
  nChanged 199
		SP:Iteration 24Q (8503.090000 sec): 3 clusters
  Score: Raw -2246003.429557 + Penalty 3235.633483 = -2242767.796074
  nChanged 191
		SP:Iteration 25Q (8503.140000 sec): 3 clusters
  Score: Raw -2246065.846310 + Penalty 3235.633483 = -2242830.212827
  nChanged 164
		SP:Iteration 26Q (8503.190000 sec): 3 clusters
  Score: Raw -2246114.912443 + Penalty 3235.633483 = -2242879.278960
  nChanged 148
		SP:Iteration 27Q (8503.240000 sec): 3 clusters
  Score: Raw -2246156.604354 + Penalty 3235.633483 = -2242920.970871
  nChanged 135
		SP:Iteration 28Q (8503.280000 sec): 3 clusters
  Score: Raw -2246188.617132 + Penalty 3235.633483 = -2242952.983649
  nChanged 116
		SP:Iteration 29Q (8503.330000 sec): 3 clusters
  Score: Raw -2246213.487970 + Penalty 3235.633483 = -2242977.854487
  nChanged 99
		SP:Iteration 30Q (8503.380000 sec): 3 clusters
  Score: Raw -2246233.218449 + Penalty 3235.633483 = -2242997.584966
  nChanged 93
		SP:Iteration 31Q (8503.420000 sec): 3 clusters
  Score: Raw -2246250.792246 + Penalty 3235.633483 = -2243015.158763
  nChanged 78
		SP:Iteration 32Q (8503.470000 sec): 3 clusters
  Score: Raw -2246263.690159 + Penalty 3235.633483 = -2243028.056676
  nChanged 65
		SP:Iteration 33Q (8503.520000 sec): 3 clusters
  Score: Raw -2246272.617396 + Penalty 3235.633483 = -2243036.983913
  nChanged 65
		SP:Iteration 34Q (8503.570000 sec): 3 clusters
  Score: Raw -2246280.488500 + Penalty 3235.633483 = -2243044.855017
  nChanged 43
		SP:Iteration 35Q (8503.610000 sec): 3 clusters
  Score: Raw -2246284.322416 + Penalty 3235.633483 = -2243048.688933
  nChanged 33
		SP:Iteration 36Q (8503.660000 sec): 3 clusters
  Score: Raw -2246286.492409 + Penalty 3235.633483 = -2243050.858926
  nChanged 21
		SP:Iteration 37Q (8503.710000 sec): 3 clusters
  Score: Raw -2246287.908210 + Penalty 3235.633483 = -2243052.274727
  nChanged 18
		SP:Iteration 38Q (8503.750000 sec): 3 clusters
  Score: Raw -2246289.366476 + Penalty 3235.633483 = -2243053.732993
  nChanged 14
		SP:Iteration 39Q (8503.800000 sec): 3 clusters
  Score: Raw -2246290.528898 + Penalty 3235.633483 = -2243054.895415
  nChanged 14
		SP:Iteration 40F (8503.850000 sec): 3 clusters
  Score: Raw -2246291.846325 + Penalty 3235.633483 = -2243056.212842
  nChanged 15
		SP:Iteration 41Q (8503.900000 sec): 3 clusters
  Score: Raw -2246292.624451 + Penalty 3235.633483 = -2243056.990968
  nChanged 13
		SP:Iteration 42Q (8503.950000 sec): 3 clusters
  Score: Raw -2246293.515162 + Penalty 3235.633483 = -2243057.881679
  nChanged 9
		SP:Iteration 43Q (8503.990000 sec): 3 clusters
  Score: Raw -2246293.945584 + Penalty 3235.633483 = -2243058.312101
  nChanged 7
		SP:Iteration 44Q (8504.050000 sec): 3 clusters
  Score: Raw -2246294.400386 + Penalty 3235.633483 = -2243058.766903
  nChanged 3
		SP:Iteration 45Q (8504.100000 sec): 3 clusters
  Score: Raw -2246294.505257 + Penalty 3235.633483 = -2243058.871774
  nChanged 5
		SP:Iteration 46Q (8504.150000 sec): 3 clusters
  Score: Raw -2246294.755778 + Penalty 3235.633483 = -2243059.122295
  nChanged 8
		SP:Iteration 47Q (8504.190000 sec): 3 clusters
  Score: Raw -2246295.257970 + Penalty 3235.633483 = -2243059.624487
  nChanged 10
		SP:Iteration 48Q (8504.240000 sec): 3 clusters
  Score: Raw -2246296.093969 + Penalty 3235.633483 = -2243060.460486
  nChanged 7
		SP:Iteration 49Q (8504.290000 sec): 3 clusters
  Score: Raw -2246296.801790 + Penalty 3235.633483 = -2243061.168307
  nChanged 7
		SP:Iteration 50Q (8504.340000 sec): 3 clusters
  Score: Raw -2246297.180226 + Penalty 3235.633483 = -2243061.546743
  nChanged 6
		SP:Iteration 51Q (8504.390000 sec): 3 clusters
  Score: Raw -2246297.414869 + Penalty 3235.633483 = -2243061.781386
  nChanged 5
		SP:Iteration 52Q (8504.430000 sec): 3 clusters
  Score: Raw -2246297.657584 + Penalty 3235.633483 = -2243062.024101
  nChanged 4
		SP:Iteration 53Q (8504.480000 sec): 3 clusters
  Score: Raw -2246297.768764 + Penalty 3235.633483 = -2243062.135281
  nChanged 4
		SP:Iteration 54Q (8504.520000 sec): 3 clusters
  Score: Raw -2246297.939648 + Penalty 3235.633483 = -2243062.306165
  nChanged 4
		SP:Iteration 55Q (8504.570000 sec): 3 clusters
  Score: Raw -2246298.146254 + Penalty 3235.633483 = -2243062.512771
  nChanged 7
		SP:Iteration 56Q (8504.610000 sec): 3 clusters
  Score: Raw -2246298.589450 + Penalty 3235.633483 = -2243062.955967
  nChanged 7
		SP:Iteration 57Q (8504.660000 sec): 3 clusters
  Score: Raw -2246298.990475 + Penalty 3235.633483 = -2243063.356992
  nChanged 5
		SP:Iteration 58Q (8504.710000 sec): 3 clusters
  Score: Raw -2246299.130418 + Penalty 3235.633483 = -2243063.496935
  nChanged 2
		SP:Iteration 59Q (8504.750000 sec): 3 clusters
  Score: Raw -2246299.206355 + Penalty 3235.633483 = -2243063.572872
  nChanged 2
		SP:Iteration 60F (8504.810000 sec): 3 clusters
  Score: Raw -2246299.268621 + Penalty 3235.633483 = -2243063.635138
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8504.820000 sec): 2 clusters
  Score: Raw -172059.104659 + Penalty 1193.306762 = -170865.797897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8504.830000 sec): 3 clusters
  Score: Raw -171463.299664 + Penalty 2386.613524 = -169076.686139
  nChanged 504
		SP:Iteration 1F (8504.830000 sec): 3 clusters
  Score: Raw -171934.715508 + Penalty 2386.613524 = -169548.101983
  nChanged 151
		SP:Iteration 2F (8504.830000 sec): 3 clusters
  Score: Raw -172292.577705 + Penalty 2386.613524 = -169905.964180
  nChanged 130
		SP:Iteration 3F (8504.840000 sec): 3 clusters
  Score: Raw -172588.307377 + Penalty 2386.613524 = -170201.693852
  nChanged 109
		SP:Iteration 4F (8504.840000 sec): 3 clusters
  Score: Raw -172756.117871 + Penalty 2386.613524 = -170369.504347
  nChanged 75
		SP:Iteration 5Q (8504.840000 sec): 3 clusters
  Score: Raw -172848.353905 + Penalty 2386.613524 = -170461.740380
  nChanged 54
		SP:Iteration 6Q (8504.850000 sec): 3 clusters
  Score: Raw -172911.428894 + Penalty 2386.613524 = -170524.815370
  nChanged 49
		SP:Iteration 7Q (8504.850000 sec): 3 clusters
  Score: Raw -172972.567774 + Penalty 2386.613524 = -170585.954249
  nChanged 30
		SP:Iteration 8Q (8504.850000 sec): 3 clusters
  Score: Raw -173002.666655 + Penalty 2386.613524 = -170616.053130
  nChanged 17
		SP:Iteration 9Q (8504.860000 sec): 3 clusters
  Score: Raw -173022.984661 + Penalty 2386.613524 = -170636.371136
  nChanged 16
		SP:Iteration 10Q (8504.860000 sec): 3 clusters
  Score: Raw -173036.091350 + Penalty 2386.613524 = -170649.477825
  nChanged 10
		SP:Iteration 11Q (8504.860000 sec): 3 clusters
  Score: Raw -173042.330593 + Penalty 2386.613524 = -170655.717069
  nChanged 8
		SP:Iteration 12Q (8504.870000 sec): 3 clusters
  Score: Raw -173046.439686 + Penalty 2386.613524 = -170659.826161
  nChanged 3
		SP:Iteration 13Q (8504.870000 sec): 3 clusters
  Score: Raw -173047.929118 + Penalty 2386.613524 = -170661.315594
  nChanged 2
		SP:Iteration 14Q (8504.870000 sec): 3 clusters
  Score: Raw -173049.279054 + Penalty 2386.613524 = -170662.665529
  nChanged 2
		SP:Iteration 15Q (8504.880000 sec): 3 clusters
  Score: Raw -173049.841330 + Penalty 2386.613524 = -170663.227805
  nChanged 0
		SP:Iteration 16F (8504.880000 sec): 3 clusters
  Score: Raw -173049.841330 + Penalty 2386.613524 = -170663.227805
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (17213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8504.930000 sec): 2 clusters
  Score: Raw -1958945.001293 + Penalty 1584.930781 = -1957360.070512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8504.970000 sec): 3 clusters
  Score: Raw -1948791.307301 + Penalty 3169.861562 = -1945621.445739
  nChanged 7786
		SP:Iteration 1F (8505.010000 sec): 3 clusters
  Score: Raw -1953449.009964 + Penalty 3169.861562 = -1950279.148401
  nChanged 1197
		SP:Iteration 2F (8505.050000 sec): 3 clusters
  Score: Raw -1954390.640250 + Penalty 3169.861562 = -1951220.778688
  nChanged 1318
		SP:Iteration 3F (8505.090000 sec): 3 clusters
  Score: Raw -1955567.755606 + Penalty 3169.861562 = -1952397.894044
  nChanged 1357
		SP:Iteration 4F (8505.130000 sec): 3 clusters
  Score: Raw -1956748.893090 + Penalty 3169.861562 = -1953579.031528
  nChanged 1228
		SP:Iteration 5F (8505.180000 sec): 3 clusters
  Score: Raw -1957716.903303 + Penalty 3169.861562 = -1954547.041741
  nChanged 948
		SP:Iteration 6F (8505.220000 sec): 3 clusters
  Score: Raw -1958354.032424 + Penalty 3169.861562 = -1955184.170862
  nChanged 692
		SP:Iteration 7Q (8505.260000 sec): 3 clusters
  Score: Raw -1958751.252261 + Penalty 3169.861562 = -1955581.390699
  nChanged 521
		SP:Iteration 8Q (8505.300000 sec): 3 clusters
  Score: Raw -1959037.021564 + Penalty 3169.861562 = -1955867.160002
  nChanged 382
		SP:Iteration 9Q (8505.340000 sec): 3 clusters
  Score: Raw -1959214.857469 + Penalty 3169.861562 = -1956044.995907
  nChanged 302
		SP:Iteration 10Q (8505.380000 sec): 3 clusters
  Score: Raw -1959341.010596 + Penalty 3169.861562 = -1956171.149034
  nChanged 246
		SP:Iteration 11Q (8505.410000 sec): 3 clusters
  Score: Raw -1959427.475107 + Penalty 3169.861562 = -1956257.613545
  nChanged 219
		SP:Iteration 12Q (8505.450000 sec): 3 clusters
  Score: Raw -1959493.462068 + Penalty 3169.861562 = -1956323.600506
  nChanged 191
		SP:Iteration 13Q (8505.490000 sec): 3 clusters
  Score: Raw -1959552.066849 + Penalty 3169.861562 = -1956382.205286
  nChanged 182
		SP:Iteration 14Q (8505.530000 sec): 3 clusters
  Score: Raw -1959610.079027 + Penalty 3169.861562 = -1956440.217465
  nChanged 180
		SP:Iteration 15Q (8505.560000 sec): 3 clusters
  Score: Raw -1959666.953045 + Penalty 3169.861562 = -1956497.091483
  nChanged 177
		SP:Iteration 16Q (8505.600000 sec): 3 clusters
  Score: Raw -1959726.927520 + Penalty 3169.861562 = -1956557.065958
  nChanged 173
		SP:Iteration 17Q (8505.630000 sec): 3 clusters
  Score: Raw -1959782.619111 + Penalty 3169.861562 = -1956612.757549
  nChanged 157
		SP:Iteration 18Q (8505.670000 sec): 3 clusters
  Score: Raw -1959822.974412 + Penalty 3169.861562 = -1956653.112850
  nChanged 135
		SP:Iteration 19Q (8505.710000 sec): 3 clusters
  Score: Raw -1959857.618494 + Penalty 3169.861562 = -1956687.756932
  nChanged 116
		SP:Iteration 20F (8505.750000 sec): 3 clusters
  Score: Raw -1959884.445032 + Penalty 3169.861562 = -1956714.583470
  nChanged 104
		SP:Iteration 21Q (8505.780000 sec): 3 clusters
  Score: Raw -1959908.522412 + Penalty 3169.861562 = -1956738.660850
  nChanged 88
		SP:Iteration 22Q (8505.820000 sec): 3 clusters
  Score: Raw -1959926.796654 + Penalty 3169.861562 = -1956756.935092
  nChanged 78
		SP:Iteration 23Q (8505.850000 sec): 3 clusters
  Score: Raw -1959942.096365 + Penalty 3169.861562 = -1956772.234803
  nChanged 76
		SP:Iteration 24Q (8505.890000 sec): 3 clusters
  Score: Raw -1959957.478680 + Penalty 3169.861562 = -1956787.617118
  nChanged 66
		SP:Iteration 25Q (8505.930000 sec): 3 clusters
  Score: Raw -1959972.066720 + Penalty 3169.861562 = -1956802.205158
  nChanged 62
		SP:Iteration 26Q (8505.970000 sec): 3 clusters
  Score: Raw -1959983.335788 + Penalty 3169.861562 = -1956813.474225
  nChanged 51
		SP:Iteration 27Q (8506.000000 sec): 3 clusters
  Score: Raw -1959991.926820 + Penalty 3169.861562 = -1956822.065258
  nChanged 46
		SP:Iteration 28Q (8506.040000 sec): 3 clusters
  Score: Raw -1959999.346794 + Penalty 3169.861562 = -1956829.485232
  nChanged 43
		SP:Iteration 29Q (8506.070000 sec): 3 clusters
  Score: Raw -1960005.445227 + Penalty 3169.861562 = -1956835.583665
  nChanged 33
		SP:Iteration 30Q (8506.110000 sec): 3 clusters
  Score: Raw -1960010.930063 + Penalty 3169.861562 = -1956841.068501
  nChanged 38
		SP:Iteration 31Q (8506.140000 sec): 3 clusters
  Score: Raw -1960017.242805 + Penalty 3169.861562 = -1956847.381243
  nChanged 37
		SP:Iteration 32Q (8506.180000 sec): 3 clusters
  Score: Raw -1960023.015011 + Penalty 3169.861562 = -1956853.153449
  nChanged 28
		SP:Iteration 33Q (8506.210000 sec): 3 clusters
  Score: Raw -1960026.938364 + Penalty 3169.861562 = -1956857.076801
  nChanged 25
		SP:Iteration 34Q (8506.250000 sec): 3 clusters
  Score: Raw -1960031.109018 + Penalty 3169.861562 = -1956861.247455
  nChanged 30
		SP:Iteration 35Q (8506.290000 sec): 3 clusters
  Score: Raw -1960035.784310 + Penalty 3169.861562 = -1956865.922748
  nChanged 23
		SP:Iteration 36Q (8506.320000 sec): 3 clusters
  Score: Raw -1960039.036512 + Penalty 3169.861562 = -1956869.174950
  nChanged 18
		SP:Iteration 37Q (8506.350000 sec): 3 clusters
  Score: Raw -1960041.246666 + Penalty 3169.861562 = -1956871.385104
  nChanged 18
		SP:Iteration 38Q (8506.400000 sec): 3 clusters
  Score: Raw -1960044.561728 + Penalty 3169.861562 = -1956874.700165
  nChanged 22
		SP:Iteration 39Q (8506.440000 sec): 3 clusters
  Score: Raw -1960048.123230 + Penalty 3169.861562 = -1956878.261668
  nChanged 24
		SP:Iteration 40F (8506.480000 sec): 3 clusters
  Score: Raw -1960052.584747 + Penalty 3169.861562 = -1956882.723185
  nChanged 25
		SP:Iteration 41Q (8506.520000 sec): 3 clusters
  Score: Raw -1960056.540630 + Penalty 3169.861562 = -1956886.679068
  nChanged 22
		SP:Iteration 42Q (8506.550000 sec): 3 clusters
  Score: Raw -1960059.590497 + Penalty 3169.861562 = -1956889.728934
  nChanged 19
		SP:Iteration 43Q (8506.590000 sec): 3 clusters
  Score: Raw -1960062.521681 + Penalty 3169.861562 = -1956892.660119
  nChanged 12
		SP:Iteration 44Q (8506.650000 sec): 3 clusters
  Score: Raw -1960064.180679 + Penalty 3169.861562 = -1956894.319117
  nChanged 10
		SP:Iteration 45Q (8506.700000 sec): 3 clusters
  Score: Raw -1960065.354029 + Penalty 3169.861562 = -1956895.492467
  nChanged 9
		SP:Iteration 46Q (8506.730000 sec): 3 clusters
  Score: Raw -1960066.505283 + Penalty 3169.861562 = -1956896.643721
  nChanged 10
		SP:Iteration 47Q (8506.770000 sec): 3 clusters
  Score: Raw -1960067.773820 + Penalty 3169.861562 = -1956897.912257
  nChanged 7
		SP:Iteration 48Q (8506.800000 sec): 3 clusters
  Score: Raw -1960068.445246 + Penalty 3169.861562 = -1956898.583684
  nChanged 4
		SP:Iteration 49Q (8506.850000 sec): 3 clusters
  Score: Raw -1960068.682409 + Penalty 3169.861562 = -1956898.820847
  nChanged 2
		SP:Iteration 50Q (8506.890000 sec): 3 clusters
  Score: Raw -1960068.972758 + Penalty 3169.861562 = -1956899.111196
  nChanged 4
		SP:Iteration 51Q (8506.920000 sec): 3 clusters
  Score: Raw -1960069.546890 + Penalty 3169.861562 = -1956899.685328
  nChanged 5
		SP:Iteration 52Q (8506.960000 sec): 3 clusters
  Score: Raw -1960070.246649 + Penalty 3169.861562 = -1956900.385087
  nChanged 10
		SP:Iteration 53Q (8507.000000 sec): 3 clusters
  Score: Raw -1960071.537025 + Penalty 3169.861562 = -1956901.675463
  nChanged 11
		SP:Iteration 54Q (8507.030000 sec): 3 clusters
  Score: Raw -1960072.899566 + Penalty 3169.861562 = -1956903.038004
  nChanged 7
		SP:Iteration 55Q (8507.070000 sec): 3 clusters
  Score: Raw -1960073.769997 + Penalty 3169.861562 = -1956903.908435
  nChanged 7
		SP:Iteration 56Q (8507.120000 sec): 3 clusters
  Score: Raw -1960074.939623 + Penalty 3169.861562 = -1956905.078061
  nChanged 4
		SP:Iteration 57Q (8507.160000 sec): 3 clusters
  Score: Raw -1960075.578864 + Penalty 3169.861562 = -1956905.717302
  nChanged 3
		SP:Iteration 58Q (8507.190000 sec): 3 clusters
  Score: Raw -1960075.892547 + Penalty 3169.861562 = -1956906.030985
  nChanged 3
		SP:Iteration 59Q (8507.220000 sec): 3 clusters
  Score: Raw -1960076.175809 + Penalty 3169.861562 = -1956906.314247
  nChanged 3
		SP:Iteration 60F (8507.260000 sec): 3 clusters
  Score: Raw -1960076.591818 + Penalty 3169.861562 = -1956906.730256
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (2503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8507.290000 sec): 2 clusters
  Score: Raw -226687.558604 + Penalty 1271.602360 = -225415.956244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8507.290000 sec): 3 clusters
  Score: Raw -225610.986012 + Penalty 2543.204720 = -223067.781292
  nChanged 966
		SP:Iteration 1F (8507.300000 sec): 3 clusters
  Score: Raw -226583.058907 + Penalty 2543.204720 = -224039.854188
  nChanged 277
		SP:Iteration 2F (8507.310000 sec): 3 clusters
  Score: Raw -226937.703160 + Penalty 2543.204720 = -224394.498441
  nChanged 183
		SP:Iteration 3F (8507.310000 sec): 3 clusters
  Score: Raw -227212.277872 + Penalty 2543.204720 = -224669.073153
  nChanged 144
		SP:Iteration 4F (8507.320000 sec): 3 clusters
  Score: Raw -227414.118700 + Penalty 2543.204720 = -224870.913980
  nChanged 101
		SP:Iteration 5Q (8507.320000 sec): 3 clusters
  Score: Raw -227505.302196 + Penalty 2543.204720 = -224962.097476
  nChanged 76
		SP:Iteration 6Q (8507.330000 sec): 3 clusters
  Score: Raw -227597.793508 + Penalty 2543.204720 = -225054.588788
  nChanged 81
		SP:Iteration 7Q (8507.340000 sec): 3 clusters
  Score: Raw -227661.574887 + Penalty 2543.204720 = -225118.370167
  nChanged 57
		SP:Iteration 8Q (8507.340000 sec): 3 clusters
  Score: Raw -227695.035616 + Penalty 2543.204720 = -225151.830896
  nChanged 37
		SP:Iteration 9Q (8507.350000 sec): 3 clusters
  Score: Raw -227715.605644 + Penalty 2543.204720 = -225172.400924
  nChanged 22
		SP:Iteration 10Q (8507.360000 sec): 3 clusters
  Score: Raw -227728.239441 + Penalty 2543.204720 = -225185.034721
  nChanged 18
		SP:Iteration 11Q (8507.370000 sec): 3 clusters
  Score: Raw -227735.956278 + Penalty 2543.204720 = -225192.751559
  nChanged 15
		SP:Iteration 12Q (8507.370000 sec): 3 clusters
  Score: Raw -227742.660092 + Penalty 2543.204720 = -225199.455373
  nChanged 11
		SP:Iteration 13Q (8507.380000 sec): 3 clusters
  Score: Raw -227746.915570 + Penalty 2543.204720 = -225203.710850
  nChanged 6
		SP:Iteration 14Q (8507.380000 sec): 3 clusters
  Score: Raw -227749.031674 + Penalty 2543.204720 = -225205.826954
  nChanged 6
		SP:Iteration 15Q (8507.390000 sec): 3 clusters
  Score: Raw -227750.986233 + Penalty 2543.204720 = -225207.781513
  nChanged 3
		SP:Iteration 16Q (8507.400000 sec): 3 clusters
  Score: Raw -227752.295471 + Penalty 2543.204720 = -225209.090751
  nChanged 4
		SP:Iteration 17Q (8507.400000 sec): 3 clusters
  Score: Raw -227754.415120 + Penalty 2543.204720 = -225211.210400
  nChanged 2
		SP:Iteration 18Q (8507.400000 sec): 3 clusters
  Score: Raw -227756.001181 + Penalty 2543.204720 = -225212.796461
  nChanged 1
		SP:Iteration 19Q (8507.410000 sec): 3 clusters
  Score: Raw -227756.346146 + Penalty 2543.204720 = -225213.141426
  nChanged 4
		SP:Iteration 20F (8507.420000 sec): 3 clusters
  Score: Raw -227758.430570 + Penalty 2543.204720 = -225215.225850
  nChanged 1
		SP:Iteration 21Q (8507.420000 sec): 3 clusters
  Score: Raw -227758.586970 + Penalty 2543.204720 = -225215.382250
  nChanged 0
		SP:Iteration 22F (8507.430000 sec): 3 clusters
  Score: Raw -227758.586970 + Penalty 2543.204720 = -225215.382250
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (15105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8507.480000 sec): 2 clusters
  Score: Raw -1711687.855081 + Penalty 1563.701928 = -1710124.153153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8507.520000 sec): 3 clusters
  Score: Raw -1702808.891470 + Penalty 3127.403855 = -1699681.487614
  nChanged 6762
		SP:Iteration 1F (8507.560000 sec): 3 clusters
  Score: Raw -1706909.632298 + Penalty 3127.403855 = -1703782.228443
  nChanged 1191
		SP:Iteration 2F (8507.610000 sec): 3 clusters
  Score: Raw -1707937.929719 + Penalty 3127.403855 = -1704810.525863
  nChanged 1292
		SP:Iteration 3F (8507.650000 sec): 3 clusters
  Score: Raw -1709273.146986 + Penalty 3127.403855 = -1706145.743130
  nChanged 1381
		SP:Iteration 4F (8507.690000 sec): 3 clusters
  Score: Raw -1710892.573109 + Penalty 3127.403855 = -1707765.169253
  nChanged 1258
		SP:Iteration 5F (8507.730000 sec): 3 clusters
  Score: Raw -1712253.105229 + Penalty 3127.403855 = -1709125.701374
  nChanged 909
		SP:Iteration 6F (8507.760000 sec): 3 clusters
  Score: Raw -1712941.714658 + Penalty 3127.403855 = -1709814.310802
  nChanged 550
		SP:Iteration 7Q (8507.800000 sec): 3 clusters
  Score: Raw -1713218.899192 + Penalty 3127.403855 = -1710091.495336
  nChanged 354
		SP:Iteration 8Q (8507.840000 sec): 3 clusters
  Score: Raw -1713375.785672 + Penalty 3127.403855 = -1710248.381817
  nChanged 272
		SP:Iteration 9Q (8507.880000 sec): 3 clusters
  Score: Raw -1713520.027384 + Penalty 3127.403855 = -1710392.623529
  nChanged 237
		SP:Iteration 10Q (8507.910000 sec): 3 clusters
  Score: Raw -1713639.052686 + Penalty 3127.403855 = -1710511.648830
  nChanged 189
		SP:Iteration 11Q (8507.940000 sec): 3 clusters
  Score: Raw -1713715.250395 + Penalty 3127.403855 = -1710587.846540
  nChanged 163
		SP:Iteration 12Q (8507.980000 sec): 3 clusters
  Score: Raw -1713761.118953 + Penalty 3127.403855 = -1710633.715098
  nChanged 118
		SP:Iteration 13Q (8508.020000 sec): 3 clusters
  Score: Raw -1713791.848877 + Penalty 3127.403855 = -1710664.445022
  nChanged 110
		SP:Iteration 14Q (8508.050000 sec): 3 clusters
  Score: Raw -1713815.025078 + Penalty 3127.403855 = -1710687.621222
  nChanged 99
		SP:Iteration 15Q (8508.090000 sec): 3 clusters
  Score: Raw -1713840.884035 + Penalty 3127.403855 = -1710713.480179
  nChanged 115
		SP:Iteration 16Q (8508.120000 sec): 3 clusters
  Score: Raw -1713870.592661 + Penalty 3127.403855 = -1710743.188806
  nChanged 91
		SP:Iteration 17Q (8508.160000 sec): 3 clusters
  Score: Raw -1713892.204691 + Penalty 3127.403855 = -1710764.800835
  nChanged 88
		SP:Iteration 18Q (8508.190000 sec): 3 clusters
  Score: Raw -1713911.725447 + Penalty 3127.403855 = -1710784.321592
  nChanged 80
		SP:Iteration 19Q (8508.230000 sec): 3 clusters
  Score: Raw -1713926.741607 + Penalty 3127.403855 = -1710799.337751
  nChanged 60
		SP:Iteration 20F (8508.270000 sec): 3 clusters
  Score: Raw -1713937.276298 + Penalty 3127.403855 = -1710809.872443
  nChanged 50
		SP:Iteration 21Q (8508.300000 sec): 3 clusters
  Score: Raw -1713944.510212 + Penalty 3127.403855 = -1710817.106357
  nChanged 53
		SP:Iteration 22Q (8508.350000 sec): 3 clusters
  Score: Raw -1713953.368732 + Penalty 3127.403855 = -1710825.964876
  nChanged 53
		SP:Iteration 23Q (8508.380000 sec): 3 clusters
  Score: Raw -1713961.018504 + Penalty 3127.403855 = -1710833.614648
  nChanged 52
		SP:Iteration 24Q (8508.430000 sec): 3 clusters
  Score: Raw -1713970.923805 + Penalty 3127.403855 = -1710843.519950
  nChanged 59
		SP:Iteration 25Q (8508.460000 sec): 3 clusters
  Score: Raw -1713980.378666 + Penalty 3127.403855 = -1710852.974810
  nChanged 60
		SP:Iteration 26Q (8508.500000 sec): 3 clusters
  Score: Raw -1713989.707221 + Penalty 3127.403855 = -1710862.303366
  nChanged 44
		SP:Iteration 27Q (8508.530000 sec): 3 clusters
  Score: Raw -1713995.571987 + Penalty 3127.403855 = -1710868.168131
  nChanged 50
		SP:Iteration 28Q (8508.570000 sec): 3 clusters
  Score: Raw -1714003.882854 + Penalty 3127.403855 = -1710876.478998
  nChanged 54
		SP:Iteration 29Q (8508.600000 sec): 3 clusters
  Score: Raw -1714013.413995 + Penalty 3127.403855 = -1710886.010139
  nChanged 52
		SP:Iteration 30Q (8508.630000 sec): 3 clusters
  Score: Raw -1714022.080519 + Penalty 3127.403855 = -1710894.676663
  nChanged 48
		SP:Iteration 31Q (8508.670000 sec): 3 clusters
  Score: Raw -1714032.801617 + Penalty 3127.403855 = -1710905.397762
  nChanged 57
		SP:Iteration 32Q (8508.700000 sec): 3 clusters
  Score: Raw -1714046.770344 + Penalty 3127.403855 = -1710919.366488
  nChanged 61
		SP:Iteration 33Q (8508.730000 sec): 3 clusters
  Score: Raw -1714062.568749 + Penalty 3127.403855 = -1710935.164894
  nChanged 55
		SP:Iteration 34Q (8508.770000 sec): 3 clusters
  Score: Raw -1714076.555837 + Penalty 3127.403855 = -1710949.151981
  nChanged 69
		SP:Iteration 35Q (8508.800000 sec): 3 clusters
  Score: Raw -1714100.302056 + Penalty 3127.403855 = -1710972.898200
  nChanged 75
		SP:Iteration 36Q (8508.830000 sec): 3 clusters
  Score: Raw -1714125.589582 + Penalty 3127.403855 = -1710998.185726
  nChanged 76
		SP:Iteration 37Q (8508.860000 sec): 3 clusters
  Score: Raw -1714144.108961 + Penalty 3127.403855 = -1711016.705105
  nChanged 81
		SP:Iteration 38Q (8508.890000 sec): 3 clusters
  Score: Raw -1714167.140402 + Penalty 3127.403855 = -1711039.736547
  nChanged 88
		SP:Iteration 39Q (8508.930000 sec): 3 clusters
  Score: Raw -1714201.165794 + Penalty 3127.403855 = -1711073.761939
  nChanged 100
		SP:Iteration 40F (8508.970000 sec): 3 clusters
  Score: Raw -1714243.232819 + Penalty 3127.403855 = -1711115.828964
  nChanged 113
		SP:Iteration 41Q (8509.000000 sec): 3 clusters
  Score: Raw -1714289.391219 + Penalty 3127.403855 = -1711161.987364
  nChanged 112
		SP:Iteration 42Q (8509.030000 sec): 3 clusters
  Score: Raw -1714343.336059 + Penalty 3127.403855 = -1711215.932204
  nChanged 118
		SP:Iteration 43Q (8509.060000 sec): 3 clusters
  Score: Raw -1714390.813716 + Penalty 3127.403855 = -1711263.409860
  nChanged 112
		SP:Iteration 44Q (8509.090000 sec): 3 clusters
  Score: Raw -1714431.712930 + Penalty 3127.403855 = -1711304.309074
  nChanged 100
		SP:Iteration 45Q (8509.130000 sec): 3 clusters
  Score: Raw -1714463.500803 + Penalty 3127.403855 = -1711336.096947
  nChanged 97
		SP:Iteration 46Q (8509.160000 sec): 3 clusters
  Score: Raw -1714493.357904 + Penalty 3127.403855 = -1711365.954048
  nChanged 77
		SP:Iteration 47Q (8509.190000 sec): 3 clusters
  Score: Raw -1714516.469054 + Penalty 3127.403855 = -1711389.065199
  nChanged 89
		SP:Iteration 48Q (8509.220000 sec): 3 clusters
  Score: Raw -1714545.827984 + Penalty 3127.403855 = -1711418.424129
  nChanged 69
		SP:Iteration 49Q (8509.260000 sec): 3 clusters
  Score: Raw -1714570.953412 + Penalty 3127.403855 = -1711443.549557
  nChanged 67
		SP:Iteration 50Q (8509.290000 sec): 3 clusters
  Score: Raw -1714596.613619 + Penalty 3127.403855 = -1711469.209763
  nChanged 67
		SP:Iteration 51Q (8509.330000 sec): 3 clusters
  Score: Raw -1714620.583760 + Penalty 3127.403855 = -1711493.179905
  nChanged 55
		SP:Iteration 52Q (8509.360000 sec): 3 clusters
  Score: Raw -1714638.629413 + Penalty 3127.403855 = -1711511.225558
  nChanged 63
		SP:Iteration 53Q (8509.390000 sec): 3 clusters
  Score: Raw -1714654.916103 + Penalty 3127.403855 = -1711527.512248
  nChanged 40
		SP:Iteration 54Q (8509.420000 sec): 3 clusters
  Score: Raw -1714661.967145 + Penalty 3127.403855 = -1711534.563289
  nChanged 27
		SP:Iteration 55Q (8509.470000 sec): 3 clusters
  Score: Raw -1714665.797763 + Penalty 3127.403855 = -1711538.393907
  nChanged 18
		SP:Iteration 56Q (8509.500000 sec): 3 clusters
  Score: Raw -1714667.653516 + Penalty 3127.403855 = -1711540.249661
  nChanged 10
		SP:Iteration 57Q (8509.530000 sec): 3 clusters
  Score: Raw -1714668.533074 + Penalty 3127.403855 = -1711541.129218
  nChanged 6
		SP:Iteration 58Q (8509.570000 sec): 3 clusters
  Score: Raw -1714669.224671 + Penalty 3127.403855 = -1711541.820816
  nChanged 7
		SP:Iteration 59Q (8509.600000 sec): 3 clusters
  Score: Raw -1714669.816858 + Penalty 3127.403855 = -1711542.413002
  nChanged 3
		SP:Iteration 60F (8509.630000 sec): 3 clusters
  Score: Raw -1714670.683855 + Penalty 3127.403855 = -1711543.280000
  nChanged 6
		SP:Iteration 61Q (8509.670000 sec): 3 clusters
  Score: Raw -1714671.511007 + Penalty 3127.403855 = -1711544.107151
  nChanged 5
		SP:Iteration 62Q (8509.700000 sec): 3 clusters
  Score: Raw -1714672.045383 + Penalty 3127.403855 = -1711544.641528
  nChanged 3
		SP:Iteration 63Q (8509.730000 sec): 3 clusters
  Score: Raw -1714672.468245 + Penalty 3127.403855 = -1711545.064389
  nChanged 3
		SP:Iteration 64Q (8509.770000 sec): 3 clusters
  Score: Raw -1714672.954077 + Penalty 3127.403855 = -1711545.550222
  nChanged 7
		SP:Iteration 65Q (8509.800000 sec): 3 clusters
  Score: Raw -1714673.561109 + Penalty 3127.403855 = -1711546.157253
  nChanged 3
		SP:Iteration 66Q (8509.830000 sec): 3 clusters
  Score: Raw -1714673.740283 + Penalty 3127.403855 = -1711546.336428
  nChanged 1
		SP:Iteration 67Q (8509.860000 sec): 3 clusters
  Score: Raw -1714673.827713 + Penalty 3127.403855 = -1711546.423858
  nChanged 2
		SP:Iteration 68Q (8509.900000 sec): 3 clusters
  Score: Raw -1714673.994960 + Penalty 3127.403855 = -1711546.591105
  nChanged 0
		SP:Iteration 69F (8509.930000 sec): 3 clusters
  Score: Raw -1714673.994960 + Penalty 3127.403855 = -1711546.591105
  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 12.55 GB.

 Trying to split cluster 40 (428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8509.950000 sec): 2 clusters
  Score: Raw -44871.826946 + Penalty 984.607519 = -43887.219427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8509.950000 sec): 3 clusters
  Score: Raw -44957.328565 + Penalty 1969.215039 = -42988.113527
  nChanged 120
		SP:Iteration 1F (8509.950000 sec): 3 clusters
  Score: Raw -45190.185640 + Penalty 1969.215039 = -43220.970601
  nChanged 46
		SP:Iteration 2F (8509.950000 sec): 3 clusters
  Score: Raw -45324.265948 + Penalty 1969.215039 = -43355.050909
  nChanged 32
		SP:Iteration 3F (8509.950000 sec): 3 clusters
  Score: Raw -45499.852864 + Penalty 1969.215039 = -43530.637826
  nChanged 25
		SP:Iteration 4F (8509.960000 sec): 3 clusters
  Score: Raw -45626.997112 + Penalty 1969.215039 = -43657.782074
  nChanged 18
		SP:Iteration 5Q (8509.960000 sec): 3 clusters
  Score: Raw -45821.561372 + Penalty 1969.215039 = -43852.346333
  nChanged 12
		SP:Iteration 6Q (8509.960000 sec): 3 clusters
  Score: Raw -46027.950666 + Penalty 1969.215039 = -44058.735627
  nChanged 2
		SP:Iteration 7Q (8509.960000 sec): 3 clusters
  Score: Raw -46038.576507 + Penalty 1969.215039 = -44069.361468
  nChanged 1
		SP:Iteration 8Q (8509.960000 sec): 3 clusters
  Score: Raw -46045.103108 + Penalty 1969.215039 = -44075.888069
  nChanged 2
		SP:Iteration 9Q (8509.960000 sec): 3 clusters
  Score: Raw -46050.474655 + Penalty 1969.215039 = -44081.259616
  nChanged 0
		SP:Iteration 10F (8509.960000 sec): 3 clusters
  Score: Raw -46050.474655 + Penalty 1969.215039 = -44081.259616
  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 12.55 GB.

 Trying to split cluster 41 (6982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8509.990000 sec): 2 clusters
  Score: Raw -785347.021306 + Penalty 1438.302237 = -783908.719069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8510.010000 sec): 3 clusters
  Score: Raw -781503.322716 + Penalty 2876.604473 = -778626.718243
  nChanged 2950
		SP:Iteration 1F (8510.030000 sec): 3 clusters
  Score: Raw -783063.698298 + Penalty 2876.604473 = -780187.093825
  nChanged 482
		SP:Iteration 2F (8510.040000 sec): 3 clusters
  Score: Raw -783321.082048 + Penalty 2876.604473 = -780444.477574
  nChanged 417
		SP:Iteration 3F (8510.060000 sec): 3 clusters
  Score: Raw -783553.218039 + Penalty 2876.604473 = -780676.613565
  nChanged 383
		SP:Iteration 4F (8510.080000 sec): 3 clusters
  Score: Raw -783792.740699 + Penalty 2876.604473 = -780916.136225
  nChanged 399
		SP:Iteration 5F (8510.090000 sec): 3 clusters
  Score: Raw -784074.829626 + Penalty 2876.604473 = -781198.225153
  nChanged 428
		SP:Iteration 6F (8510.110000 sec): 3 clusters
  Score: Raw -784378.405029 + Penalty 2876.604473 = -781501.800555
  nChanged 402
		SP:Iteration 7F (8510.130000 sec): 3 clusters
  Score: Raw -784647.041371 + Penalty 2876.604473 = -781770.436897
  nChanged 331
		SP:Iteration 8Q (8510.150000 sec): 3 clusters
  Score: Raw -784834.125900 + Penalty 2876.604473 = -781957.521426
  nChanged 261
		SP:Iteration 9Q (8510.160000 sec): 3 clusters
  Score: Raw -784954.848645 + Penalty 2876.604473 = -782078.244171
  nChanged 182
		SP:Iteration 10Q (8510.180000 sec): 3 clusters
  Score: Raw -785035.845143 + Penalty 2876.604473 = -782159.240669
  nChanged 147
		SP:Iteration 11Q (8510.200000 sec): 3 clusters
  Score: Raw -785101.543547 + Penalty 2876.604473 = -782224.939073
  nChanged 132
		SP:Iteration 12Q (8510.210000 sec): 3 clusters
  Score: Raw -785158.674114 + Penalty 2876.604473 = -782282.069640
  nChanged 109
		SP:Iteration 13Q (8510.230000 sec): 3 clusters
  Score: Raw -785201.064249 + Penalty 2876.604473 = -782324.459776
  nChanged 75
		SP:Iteration 14Q (8510.250000 sec): 3 clusters
  Score: Raw -785227.258243 + Penalty 2876.604473 = -782350.653770
  nChanged 64
		SP:Iteration 15Q (8510.270000 sec): 3 clusters
  Score: Raw -785250.147157 + Penalty 2876.604473 = -782373.542683
  nChanged 61
		SP:Iteration 16Q (8510.280000 sec): 3 clusters
  Score: Raw -785273.526221 + Penalty 2876.604473 = -782396.921748
  nChanged 61
		SP:Iteration 17Q (8510.300000 sec): 3 clusters
  Score: Raw -785296.092213 + Penalty 2876.604473 = -782419.487739
  nChanged 66
		SP:Iteration 18Q (8510.310000 sec): 3 clusters
  Score: Raw -785321.630724 + Penalty 2876.604473 = -782445.026250
  nChanged 58
		SP:Iteration 19Q (8510.330000 sec): 3 clusters
  Score: Raw -785347.090751 + Penalty 2876.604473 = -782470.486277
  nChanged 53
		SP:Iteration 20F (8510.350000 sec): 3 clusters
  Score: Raw -785367.564653 + Penalty 2876.604473 = -782490.960180
  nChanged 45
		SP:Iteration 21Q (8510.360000 sec): 3 clusters
  Score: Raw -785385.926341 + Penalty 2876.604473 = -782509.321867
  nChanged 49
		SP:Iteration 22Q (8510.380000 sec): 3 clusters
  Score: Raw -785405.070095 + Penalty 2876.604473 = -782528.465622
  nChanged 49
		SP:Iteration 23Q (8510.390000 sec): 3 clusters
  Score: Raw -785426.383395 + Penalty 2876.604473 = -782549.778921
  nChanged 44
		SP:Iteration 24Q (8510.410000 sec): 3 clusters
  Score: Raw -785443.866669 + Penalty 2876.604473 = -782567.262195
  nChanged 38
		SP:Iteration 25Q (8510.430000 sec): 3 clusters
  Score: Raw -785461.302533 + Penalty 2876.604473 = -782584.698059
  nChanged 46
		SP:Iteration 26Q (8510.440000 sec): 3 clusters
  Score: Raw -785481.616870 + Penalty 2876.604473 = -782605.012396
  nChanged 32
		SP:Iteration 27Q (8510.460000 sec): 3 clusters
  Score: Raw -785494.884767 + Penalty 2876.604473 = -782618.280293
  nChanged 36
		SP:Iteration 28Q (8510.470000 sec): 3 clusters
  Score: Raw -785510.586117 + Penalty 2876.604473 = -782633.981643
  nChanged 36
		SP:Iteration 29Q (8510.490000 sec): 3 clusters
  Score: Raw -785522.632452 + Penalty 2876.604473 = -782646.027979
  nChanged 22
		SP:Iteration 30Q (8510.510000 sec): 3 clusters
  Score: Raw -785531.192412 + Penalty 2876.604473 = -782654.587939
  nChanged 22
		SP:Iteration 31Q (8510.530000 sec): 3 clusters
  Score: Raw -785539.651621 + Penalty 2876.604473 = -782663.047147
  nChanged 24
		SP:Iteration 32Q (8510.550000 sec): 3 clusters
  Score: Raw -785548.664063 + Penalty 2876.604473 = -782672.059590
  nChanged 23
		SP:Iteration 33Q (8510.560000 sec): 3 clusters
  Score: Raw -785559.126917 + Penalty 2876.604473 = -782682.522443
  nChanged 25
		SP:Iteration 34Q (8510.580000 sec): 3 clusters
  Score: Raw -785572.181304 + Penalty 2876.604473 = -782695.576830
  nChanged 21
		SP:Iteration 35Q (8510.590000 sec): 3 clusters
  Score: Raw -785585.913945 + Penalty 2876.604473 = -782709.309472
  nChanged 26
		SP:Iteration 36Q (8510.610000 sec): 3 clusters
  Score: Raw -785598.057143 + Penalty 2876.604473 = -782721.452669
  nChanged 18
		SP:Iteration 37Q (8510.630000 sec): 3 clusters
  Score: Raw -785604.964391 + Penalty 2876.604473 = -782728.359918
  nChanged 12
		SP:Iteration 38Q (8510.640000 sec): 3 clusters
  Score: Raw -785610.106281 + Penalty 2876.604473 = -782733.501807
  nChanged 16
		SP:Iteration 39Q (8510.650000 sec): 3 clusters
  Score: Raw -785616.962736 + Penalty 2876.604473 = -782740.358263
  nChanged 16
		SP:Iteration 40F (8510.670000 sec): 3 clusters
  Score: Raw -785625.231997 + Penalty 2876.604473 = -782748.627523
  nChanged 21
		SP:Iteration 41Q (8510.690000 sec): 3 clusters
  Score: Raw -785635.748317 + Penalty 2876.604473 = -782759.143843
  nChanged 13
		SP:Iteration 42Q (8510.700000 sec): 3 clusters
  Score: Raw -785640.966929 + Penalty 2876.604473 = -782764.362455
  nChanged 8
		SP:Iteration 43Q (8510.720000 sec): 3 clusters
  Score: Raw -785644.414431 + Penalty 2876.604473 = -782767.809958
  nChanged 5
		SP:Iteration 44Q (8510.730000 sec): 3 clusters
  Score: Raw -785646.713990 + Penalty 2876.604473 = -782770.109516
  nChanged 5
		SP:Iteration 45Q (8510.750000 sec): 3 clusters
  Score: Raw -785648.881498 + Penalty 2876.604473 = -782772.277025
  nChanged 4
		SP:Iteration 46Q (8510.760000 sec): 3 clusters
  Score: Raw -785651.749482 + Penalty 2876.604473 = -782775.145008
  nChanged 9
		SP:Iteration 47Q (8510.780000 sec): 3 clusters
  Score: Raw -785656.010446 + Penalty 2876.604473 = -782779.405973
  nChanged 6
		SP:Iteration 48Q (8510.790000 sec): 3 clusters
  Score: Raw -785658.635971 + Penalty 2876.604473 = -782782.031497
  nChanged 8
		SP:Iteration 49Q (8510.810000 sec): 3 clusters
  Score: Raw -785662.935865 + Penalty 2876.604473 = -782786.331392
  nChanged 1
		SP:Iteration 50Q (8510.820000 sec): 3 clusters
  Score: Raw -785663.159741 + Penalty 2876.604473 = -782786.555268
  nChanged 2
		SP:Iteration 51Q (8510.840000 sec): 3 clusters
  Score: Raw -785663.756546 + Penalty 2876.604473 = -782787.152072
  nChanged 2
		SP:Iteration 52Q (8510.850000 sec): 3 clusters
  Score: Raw -785663.981294 + Penalty 2876.604473 = -782787.376821
  nChanged 2
		SP:Iteration 53Q (8510.870000 sec): 3 clusters
  Score: Raw -785665.293856 + Penalty 2876.604473 = -782788.689382
  nChanged 1
		SP:Iteration 54Q (8510.880000 sec): 3 clusters
  Score: Raw -785665.748594 + Penalty 2876.604473 = -782789.144121
  nChanged 0
		SP:Iteration 55F (8510.900000 sec): 3 clusters
  Score: Raw -785665.748594 + Penalty 2876.604473 = -782789.144121
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (6412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8510.920000 sec): 2 clusters
  Score: Raw -717826.000625 + Penalty 1424.463058 = -716401.537567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8510.930000 sec): 3 clusters
  Score: Raw -714405.187719 + Penalty 2848.926117 = -711556.261602
  nChanged 2691
		SP:Iteration 1F (8510.950000 sec): 3 clusters
  Score: Raw -715902.526065 + Penalty 2848.926117 = -713053.599948
  nChanged 525
		SP:Iteration 2F (8510.970000 sec): 3 clusters
  Score: Raw -716241.246600 + Penalty 2848.926117 = -713392.320483
  nChanged 441
		SP:Iteration 3F (8510.980000 sec): 3 clusters
  Score: Raw -716553.506964 + Penalty 2848.926117 = -713704.580847
  nChanged 405
		SP:Iteration 4F (8510.990000 sec): 3 clusters
  Score: Raw -716860.084741 + Penalty 2848.926117 = -714011.158624
  nChanged 388
		SP:Iteration 5F (8511.010000 sec): 3 clusters
  Score: Raw -717154.545709 + Penalty 2848.926117 = -714305.619592
  nChanged 333
		SP:Iteration 6F (8511.030000 sec): 3 clusters
  Score: Raw -717383.819902 + Penalty 2848.926117 = -714534.893785
  nChanged 306
		SP:Iteration 7Q (8511.040000 sec): 3 clusters
  Score: Raw -717564.031077 + Penalty 2848.926117 = -714715.104960
  nChanged 235
		SP:Iteration 8Q (8511.050000 sec): 3 clusters
  Score: Raw -717699.994136 + Penalty 2848.926117 = -714851.068019
  nChanged 183
		SP:Iteration 9Q (8511.070000 sec): 3 clusters
  Score: Raw -717789.819534 + Penalty 2848.926117 = -714940.893417
  nChanged 150
		SP:Iteration 10Q (8511.090000 sec): 3 clusters
  Score: Raw -717852.482497 + Penalty 2848.926117 = -715003.556380
  nChanged 119
		SP:Iteration 11Q (8511.100000 sec): 3 clusters
  Score: Raw -717894.647941 + Penalty 2848.926117 = -715045.721824
  nChanged 94
		SP:Iteration 12Q (8511.110000 sec): 3 clusters
  Score: Raw -717927.119729 + Penalty 2848.926117 = -715078.193613
  nChanged 79
		SP:Iteration 13Q (8511.130000 sec): 3 clusters
  Score: Raw -717948.803104 + Penalty 2848.926117 = -715099.876987
  nChanged 64
		SP:Iteration 14Q (8511.140000 sec): 3 clusters
  Score: Raw -717967.164450 + Penalty 2848.926117 = -715118.238333
  nChanged 62
		SP:Iteration 15Q (8511.160000 sec): 3 clusters
  Score: Raw -717985.694209 + Penalty 2848.926117 = -715136.768093
  nChanged 59
		SP:Iteration 16Q (8511.170000 sec): 3 clusters
  Score: Raw -718001.945744 + Penalty 2848.926117 = -715153.019628
  nChanged 65
		SP:Iteration 17Q (8511.190000 sec): 3 clusters
  Score: Raw -718020.353363 + Penalty 2848.926117 = -715171.427246
  nChanged 61
		SP:Iteration 18Q (8511.200000 sec): 3 clusters
  Score: Raw -718038.467345 + Penalty 2848.926117 = -715189.541228
  nChanged 54
		SP:Iteration 19Q (8511.210000 sec): 3 clusters
  Score: Raw -718054.653582 + Penalty 2848.926117 = -715205.727465
  nChanged 56
		SP:Iteration 20F (8511.230000 sec): 3 clusters
  Score: Raw -718072.614882 + Penalty 2848.926117 = -715223.688765
  nChanged 53
		SP:Iteration 21Q (8511.250000 sec): 3 clusters
  Score: Raw -718088.200771 + Penalty 2848.926117 = -715239.274654
  nChanged 57
		SP:Iteration 22Q (8511.260000 sec): 3 clusters
  Score: Raw -718106.584705 + Penalty 2848.926117 = -715257.658588
  nChanged 42
		SP:Iteration 23Q (8511.270000 sec): 3 clusters
  Score: Raw -718119.470348 + Penalty 2848.926117 = -715270.544231
  nChanged 34
		SP:Iteration 24Q (8511.290000 sec): 3 clusters
  Score: Raw -718127.440286 + Penalty 2848.926117 = -715278.514169
  nChanged 35
		SP:Iteration 25Q (8511.300000 sec): 3 clusters
  Score: Raw -718134.832066 + Penalty 2848.926117 = -715285.905949
  nChanged 31
		SP:Iteration 26Q (8511.320000 sec): 3 clusters
  Score: Raw -718141.771327 + Penalty 2848.926117 = -715292.845210
  nChanged 31
		SP:Iteration 27Q (8511.330000 sec): 3 clusters
  Score: Raw -718149.499971 + Penalty 2848.926117 = -715300.573854
  nChanged 28
		SP:Iteration 28Q (8511.350000 sec): 3 clusters
  Score: Raw -718155.226466 + Penalty 2848.926117 = -715306.300349
  nChanged 27
		SP:Iteration 29Q (8511.360000 sec): 3 clusters
  Score: Raw -718161.292161 + Penalty 2848.926117 = -715312.366044
  nChanged 22
		SP:Iteration 30Q (8511.370000 sec): 3 clusters
  Score: Raw -718166.113073 + Penalty 2848.926117 = -715317.186956
  nChanged 26
		SP:Iteration 31Q (8511.390000 sec): 3 clusters
  Score: Raw -718170.844611 + Penalty 2848.926117 = -715321.918494
  nChanged 25
		SP:Iteration 32Q (8511.400000 sec): 3 clusters
  Score: Raw -718175.625346 + Penalty 2848.926117 = -715326.699229
  nChanged 31
		SP:Iteration 33Q (8511.410000 sec): 3 clusters
  Score: Raw -718182.305758 + Penalty 2848.926117 = -715333.379641
  nChanged 37
		SP:Iteration 34Q (8511.430000 sec): 3 clusters
  Score: Raw -718191.339187 + Penalty 2848.926117 = -715342.413070
  nChanged 41
		SP:Iteration 35Q (8511.450000 sec): 3 clusters
  Score: Raw -718202.356663 + Penalty 2848.926117 = -715353.430546
  nChanged 38
		SP:Iteration 36Q (8511.460000 sec): 3 clusters
  Score: Raw -718212.312703 + Penalty 2848.926117 = -715363.386586
  nChanged 40
		SP:Iteration 37Q (8511.470000 sec): 3 clusters
  Score: Raw -718223.429915 + Penalty 2848.926117 = -715374.503798
  nChanged 39
		SP:Iteration 38Q (8511.490000 sec): 3 clusters
  Score: Raw -718234.826982 + Penalty 2848.926117 = -715385.900865
  nChanged 36
		SP:Iteration 39Q (8511.500000 sec): 3 clusters
  Score: Raw -718244.862341 + Penalty 2848.926117 = -715395.936224
  nChanged 36
		SP:Iteration 40F (8511.510000 sec): 3 clusters
  Score: Raw -718255.705774 + Penalty 2848.926117 = -715406.779657
  nChanged 48
		SP:Iteration 41Q (8511.530000 sec): 3 clusters
  Score: Raw -718270.345367 + Penalty 2848.926117 = -715421.419250
  nChanged 44
		SP:Iteration 42Q (8511.540000 sec): 3 clusters
  Score: Raw -718282.914888 + Penalty 2848.926117 = -715433.988771
  nChanged 41
		SP:Iteration 43Q (8511.560000 sec): 3 clusters
  Score: Raw -718293.119430 + Penalty 2848.926117 = -715444.193313
  nChanged 38
		SP:Iteration 44Q (8511.570000 sec): 3 clusters
  Score: Raw -718302.916218 + Penalty 2848.926117 = -715453.990101
  nChanged 40
		SP:Iteration 45Q (8511.580000 sec): 3 clusters
  Score: Raw -718315.997810 + Penalty 2848.926117 = -715467.071693
  nChanged 46
		SP:Iteration 46Q (8511.600000 sec): 3 clusters
  Score: Raw -718334.644761 + Penalty 2848.926117 = -715485.718644
  nChanged 45
		SP:Iteration 47Q (8511.610000 sec): 3 clusters
  Score: Raw -718351.065177 + Penalty 2848.926117 = -715502.139060
  nChanged 44
		SP:Iteration 48Q (8511.630000 sec): 3 clusters
  Score: Raw -718365.970400 + Penalty 2848.926117 = -715517.044283
  nChanged 38
		SP:Iteration 49Q (8511.640000 sec): 3 clusters
  Score: Raw -718376.915868 + Penalty 2848.926117 = -715527.989751
  nChanged 33
		SP:Iteration 50Q (8511.650000 sec): 3 clusters
  Score: Raw -718386.542690 + Penalty 2848.926117 = -715537.616573
  nChanged 30
		SP:Iteration 51Q (8511.670000 sec): 3 clusters
  Score: Raw -718395.543974 + Penalty 2848.926117 = -715546.617857
  nChanged 24
		SP:Iteration 52Q (8511.680000 sec): 3 clusters
  Score: Raw -718403.606118 + Penalty 2848.926117 = -715554.680001
  nChanged 30
		SP:Iteration 53Q (8511.690000 sec): 3 clusters
  Score: Raw -718411.308791 + Penalty 2848.926117 = -715562.382674
  nChanged 24
		SP:Iteration 54Q (8511.700000 sec): 3 clusters
  Score: Raw -718417.809056 + Penalty 2848.926117 = -715568.882939
  nChanged 23
		SP:Iteration 55Q (8511.720000 sec): 3 clusters
  Score: Raw -718422.731557 + Penalty 2848.926117 = -715573.805440
  nChanged 20
		SP:Iteration 56Q (8511.730000 sec): 3 clusters
  Score: Raw -718428.385978 + Penalty 2848.926117 = -715579.459861
  nChanged 19
		SP:Iteration 57Q (8511.740000 sec): 3 clusters
  Score: Raw -718432.433294 + Penalty 2848.926117 = -715583.507177
  nChanged 16
		SP:Iteration 58Q (8511.750000 sec): 3 clusters
  Score: Raw -718436.020151 + Penalty 2848.926117 = -715587.094034
  nChanged 13
		SP:Iteration 59Q (8511.770000 sec): 3 clusters
  Score: Raw -718438.480093 + Penalty 2848.926117 = -715589.553976
  nChanged 11
		SP:Iteration 60F (8511.790000 sec): 3 clusters
  Score: Raw -718440.957270 + Penalty 2848.926117 = -715592.031153
  nChanged 6
		SP:Iteration 61Q (8511.800000 sec): 3 clusters
  Score: Raw -718442.270888 + Penalty 2848.926117 = -715593.344771
  nChanged 9
		SP:Iteration 62Q (8511.810000 sec): 3 clusters
  Score: Raw -718443.885466 + Penalty 2848.926117 = -715594.959349
  nChanged 12
		SP:Iteration 63Q (8511.830000 sec): 3 clusters
  Score: Raw -718447.316480 + Penalty 2848.926117 = -715598.390363
  nChanged 15
		SP:Iteration 64Q (8511.840000 sec): 3 clusters
  Score: Raw -718452.183383 + Penalty 2848.926117 = -715603.257266
  nChanged 9
		SP:Iteration 65Q (8511.850000 sec): 3 clusters
  Score: Raw -718454.343458 + Penalty 2848.926117 = -715605.417341
  nChanged 8
		SP:Iteration 66Q (8511.870000 sec): 3 clusters
  Score: Raw -718456.606857 + Penalty 2848.926117 = -715607.680740
  nChanged 11
		SP:Iteration 67Q (8511.880000 sec): 3 clusters
  Score: Raw -718459.184580 + Penalty 2848.926117 = -715610.258463
  nChanged 11
		SP:Iteration 68Q (8511.890000 sec): 3 clusters
  Score: Raw -718462.308919 + Penalty 2848.926117 = -715613.382802
  nChanged 10
		SP:Iteration 69Q (8511.900000 sec): 3 clusters
  Score: Raw -718465.446649 + Penalty 2848.926117 = -715616.520532
  nChanged 12
		SP:Iteration 70Q (8511.910000 sec): 3 clusters
  Score: Raw -718468.651309 + Penalty 2848.926117 = -715619.725192
  nChanged 17
		SP:Iteration 71Q (8511.930000 sec): 3 clusters
  Score: Raw -718473.605017 + Penalty 2848.926117 = -715624.678900
  nChanged 14
		SP:Iteration 72Q (8511.940000 sec): 3 clusters
  Score: Raw -718477.485322 + Penalty 2848.926117 = -715628.559205
  nChanged 11
		SP:Iteration 73Q (8511.950000 sec): 3 clusters
  Score: Raw -718480.406999 + Penalty 2848.926117 = -715631.480882
  nChanged 12
		SP:Iteration 74Q (8511.970000 sec): 3 clusters
  Score: Raw -718482.863200 + Penalty 2848.926117 = -715633.937083
  nChanged 9
		SP:Iteration 75Q (8511.980000 sec): 3 clusters
  Score: Raw -718485.914408 + Penalty 2848.926117 = -715636.988291
  nChanged 11
		SP:Iteration 76Q (8511.990000 sec): 3 clusters
  Score: Raw -718489.038657 + Penalty 2848.926117 = -715640.112540
  nChanged 14
		SP:Iteration 77Q (8512.010000 sec): 3 clusters
  Score: Raw -718493.102894 + Penalty 2848.926117 = -715644.176777
  nChanged 13
		SP:Iteration 78Q (8512.020000 sec): 3 clusters
  Score: Raw -718497.013126 + Penalty 2848.926117 = -715648.087009
  nChanged 12
		SP:Iteration 79Q (8512.030000 sec): 3 clusters
  Score: Raw -718500.128927 + Penalty 2848.926117 = -715651.202810
  nChanged 8
		SP:Iteration 80F (8512.050000 sec): 3 clusters
  Score: Raw -718501.878356 + Penalty 2848.926117 = -715652.952239
  nChanged 5
		SP:Iteration 81Q (8512.060000 sec): 3 clusters
  Score: Raw -718503.089681 + Penalty 2848.926117 = -715654.163564
  nChanged 10
		SP:Iteration 82Q (8512.070000 sec): 3 clusters
  Score: Raw -718505.784749 + Penalty 2848.926117 = -715656.858632
  nChanged 9
		SP:Iteration 83Q (8512.090000 sec): 3 clusters
  Score: Raw -718507.785451 + Penalty 2848.926117 = -715658.859334
  nChanged 5
		SP:Iteration 84Q (8512.100000 sec): 3 clusters
  Score: Raw -718508.975629 + Penalty 2848.926117 = -715660.049512
  nChanged 9
		SP:Iteration 85Q (8512.110000 sec): 3 clusters
  Score: Raw -718510.961716 + Penalty 2848.926117 = -715662.035599
  nChanged 5
		SP:Iteration 86Q (8512.130000 sec): 3 clusters
  Score: Raw -718511.996628 + Penalty 2848.926117 = -715663.070511
  nChanged 4
		SP:Iteration 87Q (8512.140000 sec): 3 clusters
  Score: Raw -718512.796820 + Penalty 2848.926117 = -715663.870703
  nChanged 5
		SP:Iteration 88Q (8512.150000 sec): 3 clusters
  Score: Raw -718513.562367 + Penalty 2848.926117 = -715664.636250
  nChanged 2
		SP:Iteration 89Q (8512.160000 sec): 3 clusters
  Score: Raw -718513.837018 + Penalty 2848.926117 = -715664.910901
  nChanged 2
		SP:Iteration 90Q (8512.170000 sec): 3 clusters
  Score: Raw -718514.015069 + Penalty 2848.926117 = -715665.088952
  nChanged 1
		SP:Iteration 91Q (8512.190000 sec): 3 clusters
  Score: Raw -718514.561563 + Penalty 2848.926117 = -715665.635446
  nChanged 0
		SP:Iteration 92F (8512.200000 sec): 3 clusters
  Score: Raw -718514.561563 + Penalty 2848.926117 = -715665.635446
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8512.210000 sec): 2 clusters
  Score: Raw -18886.971095 + Penalty 856.026951 = -18030.944144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8512.210000 sec): 3 clusters
  Score: Raw -19032.209168 + Penalty 1712.053902 = -17320.155266
  nChanged 33
		SP:Iteration 1F (8512.210000 sec): 3 clusters
  Score: Raw -19133.253579 + Penalty 1712.053902 = -17421.199678
  nChanged 4
		SP:Iteration 2Q (8512.210000 sec): 3 clusters
  Score: Raw -19148.712262 + Penalty 1712.053902 = -17436.658360
  nChanged 0
		SP:Iteration 3F (8512.210000 sec): 3 clusters
  Score: Raw -19148.712262 + Penalty 1712.053902 = -17436.658360
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (3602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8512.230000 sec): 2 clusters
  Score: Raw -373686.636544 + Penalty 1330.752235 = -372355.884309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8512.230000 sec): 3 clusters
  Score: Raw -372025.759629 + Penalty 2661.504471 = -369364.255158
  nChanged 1397
		SP:Iteration 1F (8512.240000 sec): 3 clusters
  Score: Raw -373164.971090 + Penalty 2661.504471 = -370503.466619
  nChanged 392
		SP:Iteration 2F (8512.250000 sec): 3 clusters
  Score: Raw -373715.078987 + Penalty 2661.504471 = -371053.574516
  nChanged 340
		SP:Iteration 3F (8512.260000 sec): 3 clusters
  Score: Raw -374267.755695 + Penalty 2661.504471 = -371606.251224
  nChanged 321
		SP:Iteration 4F (8512.270000 sec): 3 clusters
  Score: Raw -374824.869021 + Penalty 2661.504471 = -372163.364550
  nChanged 231
		SP:Iteration 5F (8512.270000 sec): 3 clusters
  Score: Raw -375196.226506 + Penalty 2661.504471 = -372534.722035
  nChanged 160
		SP:Iteration 6Q (8512.280000 sec): 3 clusters
  Score: Raw -375333.010668 + Penalty 2661.504471 = -372671.506197
  nChanged 72
		SP:Iteration 7Q (8512.290000 sec): 3 clusters
  Score: Raw -375374.991441 + Penalty 2661.504471 = -372713.486970
  nChanged 43
		SP:Iteration 8Q (8512.300000 sec): 3 clusters
  Score: Raw -375395.671186 + Penalty 2661.504471 = -372734.166715
  nChanged 27
		SP:Iteration 9Q (8512.310000 sec): 3 clusters
  Score: Raw -375405.523162 + Penalty 2661.504471 = -372744.018691
  nChanged 13
		SP:Iteration 10Q (8512.310000 sec): 3 clusters
  Score: Raw -375411.455435 + Penalty 2661.504471 = -372749.950964
  nChanged 7
		SP:Iteration 11Q (8512.320000 sec): 3 clusters
  Score: Raw -375413.750974 + Penalty 2661.504471 = -372752.246503
  nChanged 7
		SP:Iteration 12Q (8512.330000 sec): 3 clusters
  Score: Raw -375415.749199 + Penalty 2661.504471 = -372754.244728
  nChanged 7
		SP:Iteration 13Q (8512.330000 sec): 3 clusters
  Score: Raw -375417.294410 + Penalty 2661.504471 = -372755.789940
  nChanged 6
		SP:Iteration 14Q (8512.340000 sec): 3 clusters
  Score: Raw -375419.224853 + Penalty 2661.504471 = -372757.720382
  nChanged 5
		SP:Iteration 15Q (8512.350000 sec): 3 clusters
  Score: Raw -375420.689850 + Penalty 2661.504471 = -372759.185379
  nChanged 4
		SP:Iteration 16Q (8512.350000 sec): 3 clusters
  Score: Raw -375421.761801 + Penalty 2661.504471 = -372760.257330
  nChanged 3
		SP:Iteration 17Q (8512.360000 sec): 3 clusters
  Score: Raw -375422.433648 + Penalty 2661.504471 = -372760.929177
  nChanged 1
		SP:Iteration 18Q (8512.370000 sec): 3 clusters
  Score: Raw -375422.534091 + Penalty 2661.504471 = -372761.029620
  nChanged 1
		SP:Iteration 19Q (8512.380000 sec): 3 clusters
  Score: Raw -375422.733495 + Penalty 2661.504471 = -372761.229025
  nChanged 0
		SP:Iteration 20F (8512.390000 sec): 3 clusters
  Score: Raw -375422.733495 + Penalty 2661.504471 = -372761.229025
  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 12.55 GB.

 Trying to split cluster 46 (6310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8512.410000 sec): 2 clusters
  Score: Raw -640735.410530 + Penalty 1421.857280 = -639313.553250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8512.430000 sec): 3 clusters
  Score: Raw -637447.808568 + Penalty 2843.714561 = -634604.094007
  nChanged 2647
		SP:Iteration 1F (8512.450000 sec): 3 clusters
  Score: Raw -639774.106231 + Penalty 2843.714561 = -636930.391670
  nChanged 813
		SP:Iteration 2F (8512.460000 sec): 3 clusters
  Score: Raw -640850.595625 + Penalty 2843.714561 = -638006.881064
  nChanged 599
		SP:Iteration 3F (8512.470000 sec): 3 clusters
  Score: Raw -641471.163298 + Penalty 2843.714561 = -638627.448738
  nChanged 413
		SP:Iteration 4F (8512.490000 sec): 3 clusters
  Score: Raw -641770.633578 + Penalty 2843.714561 = -638926.919018
  nChanged 265
		SP:Iteration 5Q (8512.500000 sec): 3 clusters
  Score: Raw -641931.920035 + Penalty 2843.714561 = -639088.205474
  nChanged 199
		SP:Iteration 6Q (8512.520000 sec): 3 clusters
  Score: Raw -642023.856557 + Penalty 2843.714561 = -639180.141996
  nChanged 125
		SP:Iteration 7Q (8512.530000 sec): 3 clusters
  Score: Raw -642088.424680 + Penalty 2843.714561 = -639244.710119
  nChanged 104
		SP:Iteration 8Q (8512.550000 sec): 3 clusters
  Score: Raw -642140.352856 + Penalty 2843.714561 = -639296.638295
  nChanged 80
		SP:Iteration 9Q (8512.570000 sec): 3 clusters
  Score: Raw -642175.748520 + Penalty 2843.714561 = -639332.033959
  nChanged 66
		SP:Iteration 10Q (8512.580000 sec): 3 clusters
  Score: Raw -642196.872526 + Penalty 2843.714561 = -639353.157966
  nChanged 53
		SP:Iteration 11Q (8512.590000 sec): 3 clusters
  Score: Raw -642211.945878 + Penalty 2843.714561 = -639368.231317
  nChanged 40
		SP:Iteration 12Q (8512.610000 sec): 3 clusters
  Score: Raw -642222.481976 + Penalty 2843.714561 = -639378.767415
  nChanged 35
		SP:Iteration 13Q (8512.620000 sec): 3 clusters
  Score: Raw -642234.414237 + Penalty 2843.714561 = -639390.699677
  nChanged 30
		SP:Iteration 14Q (8512.640000 sec): 3 clusters
  Score: Raw -642241.798196 + Penalty 2843.714561 = -639398.083636
  nChanged 24
		SP:Iteration 15Q (8512.650000 sec): 3 clusters
  Score: Raw -642247.624943 + Penalty 2843.714561 = -639403.910382
  nChanged 18
		SP:Iteration 16Q (8512.670000 sec): 3 clusters
  Score: Raw -642251.176274 + Penalty 2843.714561 = -639407.461714
  nChanged 9
		SP:Iteration 17Q (8512.680000 sec): 3 clusters
  Score: Raw -642253.309891 + Penalty 2843.714561 = -639409.595330
  nChanged 12
		SP:Iteration 18Q (8512.690000 sec): 3 clusters
  Score: Raw -642256.060986 + Penalty 2843.714561 = -639412.346426
  nChanged 15
		SP:Iteration 19Q (8512.710000 sec): 3 clusters
  Score: Raw -642259.590878 + Penalty 2843.714561 = -639415.876317
  nChanged 16
		SP:Iteration 20F (8512.720000 sec): 3 clusters
  Score: Raw -642263.165500 + Penalty 2843.714561 = -639419.450939
  nChanged 8
		SP:Iteration 21Q (8512.730000 sec): 3 clusters
  Score: Raw -642264.615146 + Penalty 2843.714561 = -639420.900586
  nChanged 7
		SP:Iteration 22Q (8512.750000 sec): 3 clusters
  Score: Raw -642265.626383 + Penalty 2843.714561 = -639421.911823
  nChanged 2
		SP:Iteration 23Q (8512.760000 sec): 3 clusters
  Score: Raw -642265.956220 + Penalty 2843.714561 = -639422.241660
  nChanged 2
		SP:Iteration 24Q (8512.770000 sec): 3 clusters
  Score: Raw -642266.220008 + Penalty 2843.714561 = -639422.505447
  nChanged 3
		SP:Iteration 25Q (8512.790000 sec): 3 clusters
  Score: Raw -642266.407232 + Penalty 2843.714561 = -639422.692672
  nChanged 0
		SP:Iteration 26F (8512.810000 sec): 3 clusters
  Score: Raw -642266.407232 + Penalty 2843.714561 = -639422.692672
  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 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8512.820000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8512.830000 sec): 3 clusters
  Score: Raw -153197.409770 + Penalty 2347.571096 = -150849.838674
  nChanged 462
		SP:Iteration 1F (8512.830000 sec): 3 clusters
  Score: Raw -153672.025901 + Penalty 2347.571096 = -151324.454805
  nChanged 126
		SP:Iteration 2F (8512.830000 sec): 3 clusters
  Score: Raw -154000.080538 + Penalty 2347.571096 = -151652.509442
  nChanged 118
		SP:Iteration 3F (8512.830000 sec): 3 clusters
  Score: Raw -154213.349722 + Penalty 2347.571096 = -151865.778626
  nChanged 101
		SP:Iteration 4F (8512.840000 sec): 3 clusters
  Score: Raw -154334.124549 + Penalty 2347.571096 = -151986.553453
  nChanged 63
		SP:Iteration 5Q (8512.840000 sec): 3 clusters
  Score: Raw -154409.267330 + Penalty 2347.571096 = -152061.696234
  nChanged 48
		SP:Iteration 6Q (8512.850000 sec): 3 clusters
  Score: Raw -154472.754927 + Penalty 2347.571096 = -152125.183831
  nChanged 37
		SP:Iteration 7Q (8512.850000 sec): 3 clusters
  Score: Raw -154530.381709 + Penalty 2347.571096 = -152182.810613
  nChanged 26
		SP:Iteration 8Q (8512.850000 sec): 3 clusters
  Score: Raw -154568.870900 + Penalty 2347.571096 = -152221.299805
  nChanged 18
		SP:Iteration 9Q (8512.860000 sec): 3 clusters
  Score: Raw -154592.598361 + Penalty 2347.571096 = -152245.027265
  nChanged 11
		SP:Iteration 10Q (8512.860000 sec): 3 clusters
  Score: Raw -154604.714422 + Penalty 2347.571096 = -152257.143326
  nChanged 10
		SP:Iteration 11Q (8512.860000 sec): 3 clusters
  Score: Raw -154617.122478 + Penalty 2347.571096 = -152269.551383
  nChanged 9
		SP:Iteration 12Q (8512.870000 sec): 3 clusters
  Score: Raw -154626.455801 + Penalty 2347.571096 = -152278.884705
  nChanged 10
		SP:Iteration 13Q (8512.870000 sec): 3 clusters
  Score: Raw -154641.742694 + Penalty 2347.571096 = -152294.171598
  nChanged 4
		SP:Iteration 14Q (8512.870000 sec): 3 clusters
  Score: Raw -154648.041614 + Penalty 2347.571096 = -152300.470518
  nChanged 1
		SP:Iteration 15Q (8512.870000 sec): 3 clusters
  Score: Raw -154648.642642 + Penalty 2347.571096 = -152301.071546
  nChanged 0
		SP:Iteration 16F (8512.880000 sec): 3 clusters
  Score: Raw -154648.642642 + Penalty 2347.571096 = -152301.071546
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8512.890000 sec): 2 clusters
  Score: Raw -132413.902115 + Penalty 1166.637545 = -131247.264570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8512.890000 sec): 3 clusters
  Score: Raw -131961.008277 + Penalty 2333.275090 = -129627.733187
  nChanged 425
		SP:Iteration 1F (8512.890000 sec): 3 clusters
  Score: Raw -132326.886391 + Penalty 2333.275090 = -129993.611300
  nChanged 99
		SP:Iteration 2F (8512.890000 sec): 3 clusters
  Score: Raw -132440.116534 + Penalty 2333.275090 = -130106.841444
  nChanged 54
		SP:Iteration 3Q (8512.900000 sec): 3 clusters
  Score: Raw -132499.686174 + Penalty 2333.275090 = -130166.411084
  nChanged 43
		SP:Iteration 4Q (8512.900000 sec): 3 clusters
  Score: Raw -132547.427316 + Penalty 2333.275090 = -130214.152226
  nChanged 31
		SP:Iteration 5Q (8512.910000 sec): 3 clusters
  Score: Raw -132587.929180 + Penalty 2333.275090 = -130254.654090
  nChanged 45
		SP:Iteration 6Q (8512.910000 sec): 3 clusters
  Score: Raw -132638.383557 + Penalty 2333.275090 = -130305.108467
  nChanged 36
		SP:Iteration 7Q (8512.910000 sec): 3 clusters
  Score: Raw -132680.797063 + Penalty 2333.275090 = -130347.521973
  nChanged 34
		SP:Iteration 8Q (8512.920000 sec): 3 clusters
  Score: Raw -132726.807191 + Penalty 2333.275090 = -130393.532101
  nChanged 28
		SP:Iteration 9Q (8512.920000 sec): 3 clusters
  Score: Raw -132759.439977 + Penalty 2333.275090 = -130426.164887
  nChanged 27
		SP:Iteration 10Q (8512.930000 sec): 3 clusters
  Score: Raw -132800.213635 + Penalty 2333.275090 = -130466.938545
  nChanged 39
		SP:Iteration 11Q (8512.930000 sec): 3 clusters
  Score: Raw -132861.189050 + Penalty 2333.275090 = -130527.913960
  nChanged 35
		SP:Iteration 12Q (8512.930000 sec): 3 clusters
  Score: Raw -132901.514803 + Penalty 2333.275090 = -130568.239713
  nChanged 23
		SP:Iteration 13Q (8512.930000 sec): 3 clusters
  Score: Raw -132926.042468 + Penalty 2333.275090 = -130592.767378
  nChanged 19
		SP:Iteration 14Q (8512.940000 sec): 3 clusters
  Score: Raw -132949.260862 + Penalty 2333.275090 = -130615.985772
  nChanged 21
		SP:Iteration 15Q (8512.940000 sec): 3 clusters
  Score: Raw -132981.506328 + Penalty 2333.275090 = -130648.231238
  nChanged 27
		SP:Iteration 16Q (8512.940000 sec): 3 clusters
  Score: Raw -133042.580092 + Penalty 2333.275090 = -130709.305002
  nChanged 42
		SP:Iteration 17Q (8512.950000 sec): 3 clusters
  Score: Raw -133156.280910 + Penalty 2333.275090 = -130823.005820
  nChanged 28
		SP:Iteration 18Q (8512.950000 sec): 3 clusters
  Score: Raw -133225.873127 + Penalty 2333.275090 = -130892.598037
  nChanged 26
		SP:Iteration 19Q (8512.950000 sec): 3 clusters
  Score: Raw -133260.998148 + Penalty 2333.275090 = -130927.723058
  nChanged 15
		SP:Iteration 20F (8512.950000 sec): 3 clusters
  Score: Raw -133280.541825 + Penalty 2333.275090 = -130947.266735
  nChanged 11
		SP:Iteration 21Q (8512.950000 sec): 3 clusters
  Score: Raw -133292.650994 + Penalty 2333.275090 = -130959.375904
  nChanged 13
		SP:Iteration 22Q (8512.960000 sec): 3 clusters
  Score: Raw -133306.486457 + Penalty 2333.275090 = -130973.211367
  nChanged 8
		SP:Iteration 23Q (8512.960000 sec): 3 clusters
  Score: Raw -133311.805960 + Penalty 2333.275090 = -130978.530869
  nChanged 3
		SP:Iteration 24Q (8512.960000 sec): 3 clusters
  Score: Raw -133313.969610 + Penalty 2333.275090 = -130980.694520
  nChanged 0
		SP:Iteration 25F (8512.970000 sec): 3 clusters
  Score: Raw -133313.969610 + Penalty 2333.275090 = -130980.694520
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8512.980000 sec): 2 clusters
  Score: Raw -404379.297982 + Penalty 1347.050166 = -403032.247815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8512.990000 sec): 3 clusters
  Score: Raw -402403.496596 + Penalty 2694.100333 = -399709.396264
  nChanged 1623
		SP:Iteration 1F (8513.000000 sec): 3 clusters
  Score: Raw -403504.429437 + Penalty 2694.100333 = -400810.329104
  nChanged 397
		SP:Iteration 2F (8513.010000 sec): 3 clusters
  Score: Raw -403833.971926 + Penalty 2694.100333 = -401139.871593
  nChanged 290
		SP:Iteration 3F (8513.020000 sec): 3 clusters
  Score: Raw -404113.216781 + Penalty 2694.100333 = -401419.116448
  nChanged 241
		SP:Iteration 4F (8513.030000 sec): 3 clusters
  Score: Raw -404326.353832 + Penalty 2694.100333 = -401632.253499
  nChanged 211
		SP:Iteration 5F (8513.030000 sec): 3 clusters
  Score: Raw -404511.270774 + Penalty 2694.100333 = -401817.170442
  nChanged 192
		SP:Iteration 6Q (8513.050000 sec): 3 clusters
  Score: Raw -404685.073199 + Penalty 2694.100333 = -401990.972867
  nChanged 169
		SP:Iteration 7Q (8513.050000 sec): 3 clusters
  Score: Raw -404837.674662 + Penalty 2694.100333 = -402143.574330
  nChanged 135
		SP:Iteration 8Q (8513.060000 sec): 3 clusters
  Score: Raw -404930.622670 + Penalty 2694.100333 = -402236.522338
  nChanged 101
		SP:Iteration 9Q (8513.070000 sec): 3 clusters
  Score: Raw -405006.093052 + Penalty 2694.100333 = -402311.992719
  nChanged 98
		SP:Iteration 10Q (8513.090000 sec): 3 clusters
  Score: Raw -405099.527346 + Penalty 2694.100333 = -402405.427013
  nChanged 88
		SP:Iteration 11Q (8513.090000 sec): 3 clusters
  Score: Raw -405190.938758 + Penalty 2694.100333 = -402496.838426
  nChanged 81
		SP:Iteration 12Q (8513.100000 sec): 3 clusters
  Score: Raw -405252.305672 + Penalty 2694.100333 = -402558.205340
  nChanged 58
		SP:Iteration 13Q (8513.110000 sec): 3 clusters
  Score: Raw -405292.838103 + Penalty 2694.100333 = -402598.737771
  nChanged 54
		SP:Iteration 14Q (8513.120000 sec): 3 clusters
  Score: Raw -405331.878845 + Penalty 2694.100333 = -402637.778513
  nChanged 47
		SP:Iteration 15Q (8513.130000 sec): 3 clusters
  Score: Raw -405365.649433 + Penalty 2694.100333 = -402671.549100
  nChanged 50
		SP:Iteration 16Q (8513.140000 sec): 3 clusters
  Score: Raw -405391.597237 + Penalty 2694.100333 = -402697.496904
  nChanged 40
		SP:Iteration 17Q (8513.150000 sec): 3 clusters
  Score: Raw -405417.290086 + Penalty 2694.100333 = -402723.189753
  nChanged 42
		SP:Iteration 18Q (8513.160000 sec): 3 clusters
  Score: Raw -405446.284800 + Penalty 2694.100333 = -402752.184467
  nChanged 43
		SP:Iteration 19Q (8513.170000 sec): 3 clusters
  Score: Raw -405494.480173 + Penalty 2694.100333 = -402800.379840
  nChanged 53
		SP:Iteration 20F (8513.180000 sec): 3 clusters
  Score: Raw -405594.152255 + Penalty 2694.100333 = -402900.051923
  nChanged 66
		SP:Iteration 21Q (8513.190000 sec): 3 clusters
  Score: Raw -405655.783290 + Penalty 2694.100333 = -402961.682957
  nChanged 59
		SP:Iteration 22Q (8513.200000 sec): 3 clusters
  Score: Raw -405697.743699 + Penalty 2694.100333 = -403003.643367
  nChanged 46
		SP:Iteration 23Q (8513.210000 sec): 3 clusters
  Score: Raw -405744.798332 + Penalty 2694.100333 = -403050.698000
  nChanged 32
		SP:Iteration 24Q (8513.220000 sec): 3 clusters
  Score: Raw -405767.842690 + Penalty 2694.100333 = -403073.742358
  nChanged 33
		SP:Iteration 25Q (8513.220000 sec): 3 clusters
  Score: Raw -405782.852914 + Penalty 2694.100333 = -403088.752581
  nChanged 33
		SP:Iteration 26Q (8513.230000 sec): 3 clusters
  Score: Raw -405795.582061 + Penalty 2694.100333 = -403101.481728
  nChanged 23
		SP:Iteration 27Q (8513.240000 sec): 3 clusters
  Score: Raw -405804.979382 + Penalty 2694.100333 = -403110.879049
  nChanged 26
		SP:Iteration 28Q (8513.250000 sec): 3 clusters
  Score: Raw -405814.109607 + Penalty 2694.100333 = -403120.009275
  nChanged 23
		SP:Iteration 29Q (8513.260000 sec): 3 clusters
  Score: Raw -405821.285488 + Penalty 2694.100333 = -403127.185156
  nChanged 23
		SP:Iteration 30Q (8513.270000 sec): 3 clusters
  Score: Raw -405827.696846 + Penalty 2694.100333 = -403133.596514
  nChanged 19
		SP:Iteration 31Q (8513.280000 sec): 3 clusters
  Score: Raw -405832.224079 + Penalty 2694.100333 = -403138.123747
  nChanged 16
		SP:Iteration 32Q (8513.290000 sec): 3 clusters
  Score: Raw -405837.731928 + Penalty 2694.100333 = -403143.631596
  nChanged 14
		SP:Iteration 33Q (8513.290000 sec): 3 clusters
  Score: Raw -405840.811054 + Penalty 2694.100333 = -403146.710721
  nChanged 11
		SP:Iteration 34Q (8513.310000 sec): 3 clusters
  Score: Raw -405843.486607 + Penalty 2694.100333 = -403149.386275
  nChanged 11
		SP:Iteration 35Q (8513.310000 sec): 3 clusters
  Score: Raw -405846.543941 + Penalty 2694.100333 = -403152.443608
  nChanged 16
		SP:Iteration 36Q (8513.320000 sec): 3 clusters
  Score: Raw -405850.764577 + Penalty 2694.100333 = -403156.664244
  nChanged 16
		SP:Iteration 37Q (8513.330000 sec): 3 clusters
  Score: Raw -405857.148877 + Penalty 2694.100333 = -403163.048544
  nChanged 15
		SP:Iteration 38Q (8513.340000 sec): 3 clusters
  Score: Raw -405865.943025 + Penalty 2694.100333 = -403171.842692
  nChanged 19
		SP:Iteration 39Q (8513.350000 sec): 3 clusters
  Score: Raw -405875.472789 + Penalty 2694.100333 = -403181.372456
  nChanged 22
		SP:Iteration 40F (8513.350000 sec): 3 clusters
  Score: Raw -405885.403703 + Penalty 2694.100333 = -403191.303370
  nChanged 17
		SP:Iteration 41Q (8513.360000 sec): 3 clusters
  Score: Raw -405892.909334 + Penalty 2694.100333 = -403198.809002
  nChanged 15
		SP:Iteration 42Q (8513.370000 sec): 3 clusters
  Score: Raw -405897.755978 + Penalty 2694.100333 = -403203.655645
  nChanged 12
		SP:Iteration 43Q (8513.380000 sec): 3 clusters
  Score: Raw -405901.331037 + Penalty 2694.100333 = -403207.230705
  nChanged 9
		SP:Iteration 44Q (8513.390000 sec): 3 clusters
  Score: Raw -405903.989301 + Penalty 2694.100333 = -403209.888969
  nChanged 10
		SP:Iteration 45Q (8513.400000 sec): 3 clusters
  Score: Raw -405906.748156 + Penalty 2694.100333 = -403212.647823
  nChanged 11
		SP:Iteration 46Q (8513.410000 sec): 3 clusters
  Score: Raw -405909.024463 + Penalty 2694.100333 = -403214.924130
  nChanged 9
		SP:Iteration 47Q (8513.410000 sec): 3 clusters
  Score: Raw -405911.156649 + Penalty 2694.100333 = -403217.056317
  nChanged 8
		SP:Iteration 48Q (8513.420000 sec): 3 clusters
  Score: Raw -405913.180369 + Penalty 2694.100333 = -403219.080037
  nChanged 5
		SP:Iteration 49Q (8513.430000 sec): 3 clusters
  Score: Raw -405914.588730 + Penalty 2694.100333 = -403220.488398
  nChanged 10
		SP:Iteration 50Q (8513.440000 sec): 3 clusters
  Score: Raw -405916.863230 + Penalty 2694.100333 = -403222.762897
  nChanged 10
		SP:Iteration 51Q (8513.450000 sec): 3 clusters
  Score: Raw -405919.052584 + Penalty 2694.100333 = -403224.952252
  nChanged 6
		SP:Iteration 52Q (8513.450000 sec): 3 clusters
  Score: Raw -405920.281743 + Penalty 2694.100333 = -403226.181410
  nChanged 2
		SP:Iteration 53Q (8513.460000 sec): 3 clusters
  Score: Raw -405920.652424 + Penalty 2694.100333 = -403226.552092
  nChanged 2
		SP:Iteration 54Q (8513.470000 sec): 3 clusters
  Score: Raw -405920.882223 + Penalty 2694.100333 = -403226.781890
  nChanged 0
		SP:Iteration 55F (8513.480000 sec): 3 clusters
  Score: Raw -405920.882223 + Penalty 2694.100333 = -403226.781890
  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 12.55 GB.

 Trying to split cluster 50 (77657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8513.720000 sec): 2 clusters
  Score: Raw -9110287.228351 + Penalty 1829.759258 = -9108457.469093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8513.920000 sec): 3 clusters
  Score: Raw -9060406.151432 + Penalty 3659.518516 = -9056746.632916
  nChanged 36861
		SP:Iteration 1F (8514.120000 sec): 3 clusters
  Score: Raw -9081927.146351 + Penalty 3659.518516 = -9078267.627835
  nChanged 2824
		SP:Iteration 2Q (8514.330000 sec): 3 clusters
  Score: Raw -9082857.153690 + Penalty 3659.518516 = -9079197.635174
  nChanged 3241
		SP:Iteration 3Q (8514.570000 sec): 3 clusters
  Score: Raw -9084155.336733 + Penalty 3659.518516 = -9080495.818217
  nChanged 3731
		SP:Iteration 4Q (8514.780000 sec): 3 clusters
  Score: Raw -9085987.816600 + Penalty 3659.518516 = -9082328.298084
  nChanged 4384
		SP:Iteration 5F (8514.990000 sec): 3 clusters
  Score: Raw -9088523.144259 + Penalty 3659.518516 = -9084863.625743
  nChanged 4936
		SP:Iteration 6F (8515.230000 sec): 3 clusters
  Score: Raw -9091679.371201 + Penalty 3659.518516 = -9088019.852685
  nChanged 4933
		SP:Iteration 7F (8515.440000 sec): 3 clusters
  Score: Raw -9094696.602672 + Penalty 3659.518516 = -9091037.084156
  nChanged 4284
		SP:Iteration 8F (8515.650000 sec): 3 clusters
  Score: Raw -9097084.747630 + Penalty 3659.518516 = -9093425.229114
  nChanged 3651
		SP:Iteration 9Q (8515.840000 sec): 3 clusters
  Score: Raw -9098898.038440 + Penalty 3659.518516 = -9095238.519924
  nChanged 3086
		SP:Iteration 10Q (8516.030000 sec): 3 clusters
  Score: Raw -9100319.853373 + Penalty 3659.518516 = -9096660.334857
  nChanged 2817
		SP:Iteration 11Q (8516.230000 sec): 3 clusters
  Score: Raw -9101566.243432 + Penalty 3659.518516 = -9097906.724916
  nChanged 2677
		SP:Iteration 12Q (8516.420000 sec): 3 clusters
  Score: Raw -9102738.109791 + Penalty 3659.518516 = -9099078.591275
  nChanged 2582
		SP:Iteration 13Q (8516.610000 sec): 3 clusters
  Score: Raw -9103840.239497 + Penalty 3659.518516 = -9100180.720980
  nChanged 2483
		SP:Iteration 14Q (8516.790000 sec): 3 clusters
  Score: Raw -9104888.303471 + Penalty 3659.518516 = -9101228.784954
  nChanged 2257
		SP:Iteration 15Q (8516.970000 sec): 3 clusters
  Score: Raw -9105828.653692 + Penalty 3659.518516 = -9102169.135176
  nChanged 2036
		SP:Iteration 16Q (8517.150000 sec): 3 clusters
  Score: Raw -9106660.629312 + Penalty 3659.518516 = -9103001.110796
  nChanged 1915
		SP:Iteration 17Q (8517.320000 sec): 3 clusters
  Score: Raw -9107411.399993 + Penalty 3659.518516 = -9103751.881477
  nChanged 1538
		SP:Iteration 18Q (8517.480000 sec): 3 clusters
  Score: Raw -9107991.514838 + Penalty 3659.518516 = -9104331.996322
  nChanged 1346
		SP:Iteration 19Q (8517.650000 sec): 3 clusters
  Score: Raw -9108492.597802 + Penalty 3659.518516 = -9104833.079286
  nChanged 1141
		SP:Iteration 20F (8517.840000 sec): 3 clusters
  Score: Raw -9108920.760725 + Penalty 3659.518516 = -9105261.242209
  nChanged 966
		SP:Iteration 21Q (8518.000000 sec): 3 clusters
  Score: Raw -9109274.186797 + Penalty 3659.518516 = -9105614.668281
  nChanged 797
		SP:Iteration 22Q (8518.150000 sec): 3 clusters
  Score: Raw -9109557.742509 + Penalty 3659.518516 = -9105898.223993
  nChanged 654
		SP:Iteration 23Q (8518.310000 sec): 3 clusters
  Score: Raw -9109780.107862 + Penalty 3659.518516 = -9106120.589346
  nChanged 530
		SP:Iteration 24Q (8518.460000 sec): 3 clusters
  Score: Raw -9109951.883346 + Penalty 3659.518516 = -9106292.364830
  nChanged 397
		SP:Iteration 25Q (8518.610000 sec): 3 clusters
  Score: Raw -9110082.972547 + Penalty 3659.518516 = -9106423.454030
  nChanged 319
		SP:Iteration 26Q (8518.770000 sec): 3 clusters
  Score: Raw -9110191.863459 + Penalty 3659.518516 = -9106532.344943
  nChanged 271
		SP:Iteration 27Q (8518.910000 sec): 3 clusters
  Score: Raw -9110279.826298 + Penalty 3659.518516 = -9106620.307782
  nChanged 222
		SP:Iteration 28Q (8519.060000 sec): 3 clusters
  Score: Raw -9110351.475686 + Penalty 3659.518516 = -9106691.957169
  nChanged 182
		SP:Iteration 29Q (8519.210000 sec): 3 clusters
  Score: Raw -9110406.067596 + Penalty 3659.518516 = -9106746.549080
  nChanged 132
		SP:Iteration 30Q (8519.360000 sec): 3 clusters
  Score: Raw -9110444.703944 + Penalty 3659.518516 = -9106785.185428
  nChanged 116
		SP:Iteration 31Q (8519.510000 sec): 3 clusters
  Score: Raw -9110477.836208 + Penalty 3659.518516 = -9106818.317692
  nChanged 101
		SP:Iteration 32Q (8519.650000 sec): 3 clusters
  Score: Raw -9110507.795285 + Penalty 3659.518516 = -9106848.276769
  nChanged 89
		SP:Iteration 33Q (8519.790000 sec): 3 clusters
  Score: Raw -9110534.252476 + Penalty 3659.518516 = -9106874.733960
  nChanged 77
		SP:Iteration 34Q (8519.940000 sec): 3 clusters
  Score: Raw -9110554.297325 + Penalty 3659.518516 = -9106894.778809
  nChanged 59
		SP:Iteration 35Q (8520.090000 sec): 3 clusters
  Score: Raw -9110569.440592 + Penalty 3659.518516 = -9106909.922076
  nChanged 58
		SP:Iteration 36Q (8520.240000 sec): 3 clusters
  Score: Raw -9110586.393370 + Penalty 3659.518516 = -9106926.874854
  nChanged 59
		SP:Iteration 37Q (8520.390000 sec): 3 clusters
  Score: Raw -9110600.349830 + Penalty 3659.518516 = -9106940.831314
  nChanged 44
		SP:Iteration 38Q (8520.530000 sec): 3 clusters
  Score: Raw -9110611.619789 + Penalty 3659.518516 = -9106952.101273
  nChanged 29
		SP:Iteration 39Q (8520.670000 sec): 3 clusters
  Score: Raw -9110619.062524 + Penalty 3659.518516 = -9106959.544008
  nChanged 26
		SP:Iteration 40F (8520.870000 sec): 3 clusters
  Score: Raw -9110627.738414 + Penalty 3659.518516 = -9106968.219898
  nChanged 36
		SP:Iteration 41Q (8521.010000 sec): 3 clusters
  Score: Raw -9110638.454582 + Penalty 3659.518516 = -9106978.936066
  nChanged 33
		SP:Iteration 42Q (8521.150000 sec): 3 clusters
  Score: Raw -9110649.540997 + Penalty 3659.518516 = -9106990.022481
  nChanged 41
		SP:Iteration 43Q (8521.300000 sec): 3 clusters
  Score: Raw -9110658.686865 + Penalty 3659.518516 = -9106999.168349
  nChanged 22
		SP:Iteration 44Q (8521.450000 sec): 3 clusters
  Score: Raw -9110663.699747 + Penalty 3659.518516 = -9107004.181231
  nChanged 16
		SP:Iteration 45Q (8521.590000 sec): 3 clusters
  Score: Raw -9110668.007431 + Penalty 3659.518516 = -9107008.488915
  nChanged 11
		SP:Iteration 46Q (8521.730000 sec): 3 clusters
  Score: Raw -9110670.364383 + Penalty 3659.518516 = -9107010.845867
  nChanged 6
		SP:Iteration 47Q (8521.870000 sec): 3 clusters
  Score: Raw -9110671.436502 + Penalty 3659.518516 = -9107011.917985
  nChanged 6
		SP:Iteration 48Q (8522.010000 sec): 3 clusters
  Score: Raw -9110672.702258 + Penalty 3659.518516 = -9107013.183742
  nChanged 4
		SP:Iteration 49Q (8522.150000 sec): 3 clusters
  Score: Raw -9110673.602961 + Penalty 3659.518516 = -9107014.084445
  nChanged 5
		SP:Iteration 50Q (8522.290000 sec): 3 clusters
  Score: Raw -9110675.290752 + Penalty 3659.518516 = -9107015.772236
  nChanged 7
		SP:Iteration 51Q (8522.430000 sec): 3 clusters
  Score: Raw -9110676.927318 + Penalty 3659.518516 = -9107017.408802
  nChanged 7
		SP:Iteration 52Q (8522.570000 sec): 3 clusters
  Score: Raw -9110678.128067 + Penalty 3659.518516 = -9107018.609551
  nChanged 5
		SP:Iteration 53Q (8522.710000 sec): 3 clusters
  Score: Raw -9110679.529347 + Penalty 3659.518516 = -9107020.010831
  nChanged 5
		SP:Iteration 54Q (8522.850000 sec): 3 clusters
  Score: Raw -9110680.603254 + Penalty 3659.518516 = -9107021.084738
  nChanged 8
		SP:Iteration 55Q (8522.990000 sec): 3 clusters
  Score: Raw -9110682.180994 + Penalty 3659.518516 = -9107022.662478
  nChanged 8
		SP:Iteration 56Q (8523.130000 sec): 3 clusters
  Score: Raw -9110684.338908 + Penalty 3659.518516 = -9107024.820392
  nChanged 7
		SP:Iteration 57Q (8523.270000 sec): 3 clusters
  Score: Raw -9110685.894308 + Penalty 3659.518516 = -9107026.375792
  nChanged 5
		SP:Iteration 58Q (8523.410000 sec): 3 clusters
  Score: Raw -9110687.392532 + Penalty 3659.518516 = -9107027.874016
  nChanged 8
		SP:Iteration 59Q (8523.550000 sec): 3 clusters
  Score: Raw -9110688.932299 + Penalty 3659.518516 = -9107029.413782
  nChanged 5
		SP:Iteration 60F (8523.740000 sec): 3 clusters
  Score: Raw -9110690.021176 + Penalty 3659.518516 = -9107030.502660
  nChanged 5
		SP:Iteration 61Q (8523.880000 sec): 3 clusters
  Score: Raw -9110691.122049 + Penalty 3659.518516 = -9107031.603533
  nChanged 6
		SP:Iteration 62Q (8524.020000 sec): 3 clusters
  Score: Raw -9110692.383407 + Penalty 3659.518516 = -9107032.864891
  nChanged 2
		SP:Iteration 63Q (8524.160000 sec): 3 clusters
  Score: Raw -9110692.722949 + Penalty 3659.518516 = -9107033.204433
  nChanged 2
		SP:Iteration 64Q (8524.300000 sec): 3 clusters
  Score: Raw -9110693.084754 + Penalty 3659.518516 = -9107033.566238
  nChanged 0
		SP:Iteration 65F (8524.490000 sec): 3 clusters
  Score: Raw -9110693.084754 + Penalty 3659.518516 = -9107033.566238
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (99800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8524.750000 sec): 2 clusters
  Score: Raw -11714365.469853 + Penalty 1870.525063 = -11712494.944790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8525.000000 sec): 3 clusters
  Score: Raw -11649306.649970 + Penalty 3741.050125 = -11645565.599845
  nChanged 47926
		SP:Iteration 1F (8525.260000 sec): 3 clusters
  Score: Raw -11677837.001931 + Penalty 3741.050125 = -11674095.951806
  nChanged 3894
		SP:Iteration 2Q (8525.520000 sec): 3 clusters
  Score: Raw -11679230.230787 + Penalty 3741.050125 = -11675489.180662
  nChanged 4436
		SP:Iteration 3Q (8525.780000 sec): 3 clusters
  Score: Raw -11681051.773594 + Penalty 3741.050125 = -11677310.723469
  nChanged 5039
		SP:Iteration 4F (8526.040000 sec): 3 clusters
  Score: Raw -11683303.415561 + Penalty 3741.050125 = -11679562.365436
  nChanged 5497
		SP:Iteration 5F (8526.290000 sec): 3 clusters
  Score: Raw -11685829.004902 + Penalty 3741.050125 = -11682087.954777
  nChanged 5565
		SP:Iteration 6F (8526.550000 sec): 3 clusters
  Score: Raw -11688378.722253 + Penalty 3741.050125 = -11684637.672128
  nChanged 5370
		SP:Iteration 7F (8526.800000 sec): 3 clusters
  Score: Raw -11690679.342218 + Penalty 3741.050125 = -11686938.292093
  nChanged 4795
		SP:Iteration 8Q (8527.060000 sec): 3 clusters
  Score: Raw -11692481.631887 + Penalty 3741.050125 = -11688740.581762
  nChanged 4003
		SP:Iteration 9Q (8527.320000 sec): 3 clusters
  Score: Raw -11693810.718739 + Penalty 3741.050125 = -11690069.668613
  nChanged 3323
		SP:Iteration 10Q (8527.580000 sec): 3 clusters
  Score: Raw -11694722.925703 + Penalty 3741.050125 = -11690981.875578
  nChanged 2664
		SP:Iteration 11Q (8527.840000 sec): 3 clusters
  Score: Raw -11695342.391276 + Penalty 3741.050125 = -11691601.341151
  nChanged 2122
		SP:Iteration 12Q (8528.100000 sec): 3 clusters
  Score: Raw -11695802.728736 + Penalty 3741.050125 = -11692061.678611
  nChanged 1945
		SP:Iteration 13Q (8528.370000 sec): 3 clusters
  Score: Raw -11696276.386765 + Penalty 3741.050125 = -11692535.336639
  nChanged 1883
		SP:Iteration 14Q (8528.630000 sec): 3 clusters
  Score: Raw -11696797.643279 + Penalty 3741.050125 = -11693056.593154
  nChanged 2023
		SP:Iteration 15Q (8528.890000 sec): 3 clusters
  Score: Raw -11697460.905972 + Penalty 3741.050125 = -11693719.855846
  nChanged 2298
		SP:Iteration 16Q (8529.140000 sec): 3 clusters
  Score: Raw -11698366.490160 + Penalty 3741.050125 = -11694625.440034
  nChanged 2556
		SP:Iteration 17Q (8529.400000 sec): 3 clusters
  Score: Raw -11699542.249280 + Penalty 3741.050125 = -11695801.199154
  nChanged 2859
		SP:Iteration 18Q (8529.660000 sec): 3 clusters
  Score: Raw -11701106.701425 + Penalty 3741.050125 = -11697365.651299
  nChanged 3133
		SP:Iteration 19Q (8529.920000 sec): 3 clusters
  Score: Raw -11703064.254850 + Penalty 3741.050125 = -11699323.204725
  nChanged 3202
		SP:Iteration 20F (8530.180000 sec): 3 clusters
  Score: Raw -11705191.480938 + Penalty 3741.050125 = -11701450.430812
  nChanged 3080
		SP:Iteration 21Q (8530.430000 sec): 3 clusters
  Score: Raw -11707269.135792 + Penalty 3741.050125 = -11703528.085667
  nChanged 2839
		SP:Iteration 22Q (8530.680000 sec): 3 clusters
  Score: Raw -11709319.872598 + Penalty 3741.050125 = -11705578.822473
  nChanged 2734
		SP:Iteration 23Q (8530.930000 sec): 3 clusters
  Score: Raw -11711501.025862 + Penalty 3741.050125 = -11707759.975736
  nChanged 2668
		SP:Iteration 24Q (8531.170000 sec): 3 clusters
  Score: Raw -11713853.029199 + Penalty 3741.050125 = -11710111.979073
  nChanged 2636
		SP:Iteration 25Q (8531.410000 sec): 3 clusters
  Score: Raw -11716325.483339 + Penalty 3741.050125 = -11712584.433214
  nChanged 2549
		SP:Iteration 26Q (8531.650000 sec): 3 clusters
  Score: Raw -11718636.628501 + Penalty 3741.050125 = -11714895.578375
  nChanged 2064
		SP:Iteration 27Q (8531.890000 sec): 3 clusters
  Score: Raw -11720170.153329 + Penalty 3741.050125 = -11716429.103203
  nChanged 1560
		SP:Iteration 28Q (8532.120000 sec): 3 clusters
  Score: Raw -11720936.756569 + Penalty 3741.050125 = -11717195.706444
  nChanged 1013
		SP:Iteration 29Q (8532.350000 sec): 3 clusters
  Score: Raw -11721272.744499 + Penalty 3741.050125 = -11717531.694374
  nChanged 638
		SP:Iteration 30Q (8532.580000 sec): 3 clusters
  Score: Raw -11721399.543828 + Penalty 3741.050125 = -11717658.493703
  nChanged 397
		SP:Iteration 31Q (8532.810000 sec): 3 clusters
  Score: Raw -11721450.949839 + Penalty 3741.050125 = -11717709.899714
  nChanged 220
		SP:Iteration 32Q (8533.040000 sec): 3 clusters
  Score: Raw -11721469.084784 + Penalty 3741.050125 = -11717728.034659
  nChanged 135
		SP:Iteration 33Q (8533.260000 sec): 3 clusters
  Score: Raw -11721476.652465 + Penalty 3741.050125 = -11717735.602340
  nChanged 84
		SP:Iteration 34Q (8533.490000 sec): 3 clusters
  Score: Raw -11721479.991007 + Penalty 3741.050125 = -11717738.940882
  nChanged 48
		SP:Iteration 35Q (8533.720000 sec): 3 clusters
  Score: Raw -11721481.302240 + Penalty 3741.050125 = -11717740.252115
  nChanged 29
		SP:Iteration 36Q (8533.950000 sec): 3 clusters
  Score: Raw -11721481.936673 + Penalty 3741.050125 = -11717740.886548
  nChanged 22
		SP:Iteration 37Q (8534.180000 sec): 3 clusters
  Score: Raw -11721482.295038 + Penalty 3741.050125 = -11717741.244913
  nChanged 15
		SP:Iteration 38Q (8534.400000 sec): 3 clusters
  Score: Raw -11721482.494159 + Penalty 3741.050125 = -11717741.444034
  nChanged 8
		SP:Iteration 39Q (8534.630000 sec): 3 clusters
  Score: Raw -11721482.616936 + Penalty 3741.050125 = -11717741.566811
  nChanged 5
		SP:Iteration 40F (8534.900000 sec): 3 clusters
  Score: Raw -11721496.770318 + Penalty 3741.050125 = -11717755.720193
  nChanged 19
		SP:Iteration 41Q (8535.120000 sec): 3 clusters
  Score: Raw -11721497.802161 + Penalty 3741.050125 = -11717756.752036
  nChanged 13
		SP:Iteration 42Q (8535.340000 sec): 3 clusters
  Score: Raw -11721498.011830 + Penalty 3741.050125 = -11717756.961704
  nChanged 16
		SP:Iteration 43Q (8535.580000 sec): 3 clusters
  Score: Raw -11721498.199772 + Penalty 3741.050125 = -11717757.149647
  nChanged 7
		SP:Iteration 44Q (8535.810000 sec): 3 clusters
  Score: Raw -11721498.261079 + Penalty 3741.050125 = -11717757.210954
  nChanged 1
		SP:Iteration 45Q (8536.030000 sec): 3 clusters
  Score: Raw -11721498.275943 + Penalty 3741.050125 = -11717757.225817
  nChanged 2
		SP:Iteration 46Q (8536.260000 sec): 3 clusters
  Score: Raw -11721498.302594 + Penalty 3741.050125 = -11717757.252469
  nChanged 4
		SP:Iteration 47Q (8536.480000 sec): 3 clusters
  Score: Raw -11721498.369191 + Penalty 3741.050125 = -11717757.319065
  nChanged 6
		SP:Iteration 48Q (8536.710000 sec): 3 clusters
  Score: Raw -11721498.429324 + Penalty 3741.050125 = -11717757.379199
  nChanged 1
		SP:Iteration 49Q (8536.940000 sec): 3 clusters
  Score: Raw -11721498.444582 + Penalty 3741.050125 = -11717757.394457
  nChanged 3
		SP:Iteration 50Q (8537.160000 sec): 3 clusters
  Score: Raw -11721498.480201 + Penalty 3741.050125 = -11717757.430076
  nChanged 0
		SP:Iteration 51F (8537.420000 sec): 3 clusters
  Score: Raw -11721498.480201 + Penalty 3741.050125 = -11717757.430076
  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 12.55 GB.

 Trying to split cluster 52 (53753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8537.600000 sec): 2 clusters
  Score: Raw -6367912.334169 + Penalty 1769.975148 = -6366142.359021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8537.740000 sec): 3 clusters
  Score: Raw -6333585.730021 + Penalty 3539.950296 = -6330045.779724
  nChanged 25446
		SP:Iteration 1F (8537.880000 sec): 3 clusters
  Score: Raw -6347958.970726 + Penalty 3539.950296 = -6344419.020429
  nChanged 2245
		SP:Iteration 2Q (8538.020000 sec): 3 clusters
  Score: Raw -6348639.495452 + Penalty 3539.950296 = -6345099.545155
  nChanged 2301
		SP:Iteration 3Q (8538.160000 sec): 3 clusters
  Score: Raw -6349428.506143 + Penalty 3539.950296 = -6345888.555847
  nChanged 2431
		SP:Iteration 4Q (8538.310000 sec): 3 clusters
  Score: Raw -6350396.651439 + Penalty 3539.950296 = -6346856.701143
  nChanged 2634
		SP:Iteration 5Q (8538.450000 sec): 3 clusters
  Score: Raw -6351675.932163 + Penalty 3539.950296 = -6348135.981867
  nChanged 2843
		SP:Iteration 6F (8538.590000 sec): 3 clusters
  Score: Raw -6353404.864530 + Penalty 3539.950296 = -6349864.914233
  nChanged 3205
		SP:Iteration 7F (8538.730000 sec): 3 clusters
  Score: Raw -6355837.957193 + Penalty 3539.950296 = -6352298.006896
  nChanged 3259
		SP:Iteration 8F (8538.870000 sec): 3 clusters
  Score: Raw -6358429.419909 + Penalty 3539.950296 = -6354889.469612
  nChanged 2797
		SP:Iteration 9F (8539.010000 sec): 3 clusters
  Score: Raw -6360342.778721 + Penalty 3539.950296 = -6356802.828424
  nChanged 1997
		SP:Iteration 10Q (8539.150000 sec): 3 clusters
  Score: Raw -6361263.431016 + Penalty 3539.950296 = -6357723.480720
  nChanged 1295
		SP:Iteration 11Q (8539.290000 sec): 3 clusters
  Score: Raw -6361808.883735 + Penalty 3539.950296 = -6358268.933439
  nChanged 1043
		SP:Iteration 12Q (8539.420000 sec): 3 clusters
  Score: Raw -6362295.718017 + Penalty 3539.950296 = -6358755.767720
  nChanged 984
		SP:Iteration 13Q (8539.550000 sec): 3 clusters
  Score: Raw -6362775.836651 + Penalty 3539.950296 = -6359235.886355
  nChanged 1009
		SP:Iteration 14Q (8539.680000 sec): 3 clusters
  Score: Raw -6363247.092711 + Penalty 3539.950296 = -6359707.142415
  nChanged 997
		SP:Iteration 15Q (8539.810000 sec): 3 clusters
  Score: Raw -6363717.913110 + Penalty 3539.950296 = -6360177.962813
  nChanged 977
		SP:Iteration 16Q (8539.940000 sec): 3 clusters
  Score: Raw -6364178.778441 + Penalty 3539.950296 = -6360638.828144
  nChanged 953
		SP:Iteration 17Q (8540.060000 sec): 3 clusters
  Score: Raw -6364625.026821 + Penalty 3539.950296 = -6361085.076525
  nChanged 893
		SP:Iteration 18Q (8540.180000 sec): 3 clusters
  Score: Raw -6365015.194162 + Penalty 3539.950296 = -6361475.243866
  nChanged 812
		SP:Iteration 19Q (8540.310000 sec): 3 clusters
  Score: Raw -6365354.447962 + Penalty 3539.950296 = -6361814.497665
  nChanged 785
		SP:Iteration 20F (8540.440000 sec): 3 clusters
  Score: Raw -6365669.228476 + Penalty 3539.950296 = -6362129.278180
  nChanged 712
		SP:Iteration 21Q (8540.560000 sec): 3 clusters
  Score: Raw -6365938.187869 + Penalty 3539.950296 = -6362398.237573
  nChanged 677
		SP:Iteration 22Q (8540.680000 sec): 3 clusters
  Score: Raw -6366181.682838 + Penalty 3539.950296 = -6362641.732541
  nChanged 619
		SP:Iteration 23Q (8540.800000 sec): 3 clusters
  Score: Raw -6366396.985033 + Penalty 3539.950296 = -6362857.034737
  nChanged 584
		SP:Iteration 24Q (8540.910000 sec): 3 clusters
  Score: Raw -6366596.080932 + Penalty 3539.950296 = -6363056.130635
  nChanged 540
		SP:Iteration 25Q (8541.030000 sec): 3 clusters
  Score: Raw -6366778.143211 + Penalty 3539.950296 = -6363238.192915
  nChanged 505
		SP:Iteration 26Q (8541.140000 sec): 3 clusters
  Score: Raw -6366955.917076 + Penalty 3539.950296 = -6363415.966780
  nChanged 465
		SP:Iteration 27Q (8541.250000 sec): 3 clusters
  Score: Raw -6367124.679961 + Penalty 3539.950296 = -6363584.729665
  nChanged 434
		SP:Iteration 28Q (8541.360000 sec): 3 clusters
  Score: Raw -6367278.726584 + Penalty 3539.950296 = -6363738.776287
  nChanged 399
		SP:Iteration 29Q (8541.470000 sec): 3 clusters
  Score: Raw -6367429.199216 + Penalty 3539.950296 = -6363889.248919
  nChanged 374
		SP:Iteration 30Q (8541.580000 sec): 3 clusters
  Score: Raw -6367572.451009 + Penalty 3539.950296 = -6364032.500712
  nChanged 318
		SP:Iteration 31Q (8541.680000 sec): 3 clusters
  Score: Raw -6367686.325848 + Penalty 3539.950296 = -6364146.375551
  nChanged 288
		SP:Iteration 32Q (8541.790000 sec): 3 clusters
  Score: Raw -6367784.107387 + Penalty 3539.950296 = -6364244.157091
  nChanged 241
		SP:Iteration 33Q (8541.890000 sec): 3 clusters
  Score: Raw -6367870.409293 + Penalty 3539.950296 = -6364330.458996
  nChanged 237
		SP:Iteration 34Q (8542.000000 sec): 3 clusters
  Score: Raw -6367952.680623 + Penalty 3539.950296 = -6364412.730326
  nChanged 208
		SP:Iteration 35Q (8542.110000 sec): 3 clusters
  Score: Raw -6368026.315355 + Penalty 3539.950296 = -6364486.365058
  nChanged 187
		SP:Iteration 36Q (8542.210000 sec): 3 clusters
  Score: Raw -6368091.921968 + Penalty 3539.950296 = -6364551.971671
  nChanged 160
		SP:Iteration 37Q (8542.320000 sec): 3 clusters
  Score: Raw -6368137.750343 + Penalty 3539.950296 = -6364597.800046
  nChanged 129
		SP:Iteration 38Q (8542.420000 sec): 3 clusters
  Score: Raw -6368168.337410 + Penalty 3539.950296 = -6364628.387114
  nChanged 116
		SP:Iteration 39Q (8542.520000 sec): 3 clusters
  Score: Raw -6368193.139767 + Penalty 3539.950296 = -6364653.189470
  nChanged 98
		SP:Iteration 40F (8542.660000 sec): 3 clusters
  Score: Raw -6368215.023114 + Penalty 3539.950296 = -6364675.072818
  nChanged 94
		SP:Iteration 41Q (8542.760000 sec): 3 clusters
  Score: Raw -6368234.612717 + Penalty 3539.950296 = -6364694.662421
  nChanged 80
		SP:Iteration 42Q (8542.860000 sec): 3 clusters
  Score: Raw -6368253.937083 + Penalty 3539.950296 = -6364713.986786
  nChanged 85
		SP:Iteration 43Q (8542.960000 sec): 3 clusters
  Score: Raw -6368280.900713 + Penalty 3539.950296 = -6364740.950417
  nChanged 90
		SP:Iteration 44Q (8543.060000 sec): 3 clusters
  Score: Raw -6368311.701833 + Penalty 3539.950296 = -6364771.751537
  nChanged 91
		SP:Iteration 45Q (8543.160000 sec): 3 clusters
  Score: Raw -6368342.322637 + Penalty 3539.950296 = -6364802.372340
  nChanged 75
		SP:Iteration 46Q (8543.260000 sec): 3 clusters
  Score: Raw -6368364.423987 + Penalty 3539.950296 = -6364824.473691
  nChanged 66
		SP:Iteration 47Q (8543.360000 sec): 3 clusters
  Score: Raw -6368377.762514 + Penalty 3539.950296 = -6364837.812217
  nChanged 51
		SP:Iteration 48Q (8543.460000 sec): 3 clusters
  Score: Raw -6368388.784307 + Penalty 3539.950296 = -6364848.834011
  nChanged 38
		SP:Iteration 49Q (8543.560000 sec): 3 clusters
  Score: Raw -6368396.733779 + Penalty 3539.950296 = -6364856.783482
  nChanged 40
		SP:Iteration 50Q (8543.660000 sec): 3 clusters
  Score: Raw -6368406.487722 + Penalty 3539.950296 = -6364866.537426
  nChanged 44
		SP:Iteration 51Q (8543.760000 sec): 3 clusters
  Score: Raw -6368418.124420 + Penalty 3539.950296 = -6364878.174123
  nChanged 52
		SP:Iteration 52Q (8543.860000 sec): 3 clusters
  Score: Raw -6368431.999667 + Penalty 3539.950296 = -6364892.049370
  nChanged 43
		SP:Iteration 53Q (8543.960000 sec): 3 clusters
  Score: Raw -6368441.849046 + Penalty 3539.950296 = -6364901.898749
  nChanged 39
		SP:Iteration 54Q (8544.060000 sec): 3 clusters
  Score: Raw -6368451.004199 + Penalty 3539.950296 = -6364911.053902
  nChanged 34
		SP:Iteration 55Q (8544.160000 sec): 3 clusters
  Score: Raw -6368456.887964 + Penalty 3539.950296 = -6364916.937668
  nChanged 25
		SP:Iteration 56Q (8544.260000 sec): 3 clusters
  Score: Raw -6368461.692779 + Penalty 3539.950296 = -6364921.742482
  nChanged 28
		SP:Iteration 57Q (8544.360000 sec): 3 clusters
  Score: Raw -6368467.078851 + Penalty 3539.950296 = -6364927.128554
  nChanged 22
		SP:Iteration 58Q (8544.460000 sec): 3 clusters
  Score: Raw -6368471.130339 + Penalty 3539.950296 = -6364931.180042
  nChanged 19
		SP:Iteration 59Q (8544.560000 sec): 3 clusters
  Score: Raw -6368475.058562 + Penalty 3539.950296 = -6364935.108265
  nChanged 28
		SP:Iteration 60F (8544.700000 sec): 3 clusters
  Score: Raw -6368480.812270 + Penalty 3539.950296 = -6364940.861974
  nChanged 27
		SP:Iteration 61Q (8544.790000 sec): 3 clusters
  Score: Raw -6368485.368865 + Penalty 3539.950296 = -6364945.418569
  nChanged 23
		SP:Iteration 62Q (8544.890000 sec): 3 clusters
  Score: Raw -6368489.990801 + Penalty 3539.950296 = -6364950.040505
  nChanged 24
		SP:Iteration 63Q (8544.990000 sec): 3 clusters
  Score: Raw -6368494.884301 + Penalty 3539.950296 = -6364954.934004
  nChanged 19
		SP:Iteration 64Q (8545.080000 sec): 3 clusters
  Score: Raw -6368498.690852 + Penalty 3539.950296 = -6364958.740556
  nChanged 16
		SP:Iteration 65Q (8545.180000 sec): 3 clusters
  Score: Raw -6368502.196480 + Penalty 3539.950296 = -6364962.246184
  nChanged 18
		SP:Iteration 66Q (8545.280000 sec): 3 clusters
  Score: Raw -6368506.035819 + Penalty 3539.950296 = -6364966.085523
  nChanged 20
		SP:Iteration 67Q (8545.370000 sec): 3 clusters
  Score: Raw -6368509.931596 + Penalty 3539.950296 = -6364969.981299
  nChanged 18
		SP:Iteration 68Q (8545.470000 sec): 3 clusters
  Score: Raw -6368513.213438 + Penalty 3539.950296 = -6364973.263141
  nChanged 12
		SP:Iteration 69Q (8545.580000 sec): 3 clusters
  Score: Raw -6368515.278226 + Penalty 3539.950296 = -6364975.327929
  nChanged 9
		SP:Iteration 70Q (8545.680000 sec): 3 clusters
  Score: Raw -6368516.264995 + Penalty 3539.950296 = -6364976.314699
  nChanged 7
		SP:Iteration 71Q (8545.770000 sec): 3 clusters
  Score: Raw -6368517.168559 + Penalty 3539.950296 = -6364977.218263
  nChanged 9
		SP:Iteration 72Q (8545.880000 sec): 3 clusters
  Score: Raw -6368519.031733 + Penalty 3539.950296 = -6364979.081437
  nChanged 8
		SP:Iteration 73Q (8545.980000 sec): 3 clusters
  Score: Raw -6368520.398156 + Penalty 3539.950296 = -6364980.447860
  nChanged 6
		SP:Iteration 74Q (8546.070000 sec): 3 clusters
  Score: Raw -6368521.023994 + Penalty 3539.950296 = -6364981.073698
  nChanged 7
		SP:Iteration 75Q (8546.170000 sec): 3 clusters
  Score: Raw -6368522.136954 + Penalty 3539.950296 = -6364982.186657
  nChanged 8
		SP:Iteration 76Q (8546.270000 sec): 3 clusters
  Score: Raw -6368523.574278 + Penalty 3539.950296 = -6364983.623982
  nChanged 13
		SP:Iteration 77Q (8546.370000 sec): 3 clusters
  Score: Raw -6368525.973065 + Penalty 3539.950296 = -6364986.022769
  nChanged 9
		SP:Iteration 78Q (8546.470000 sec): 3 clusters
  Score: Raw -6368527.800556 + Penalty 3539.950296 = -6364987.850260
  nChanged 8
		SP:Iteration 79Q (8546.570000 sec): 3 clusters
  Score: Raw -6368528.890636 + Penalty 3539.950296 = -6364988.940340
  nChanged 8
		SP:Iteration 80F (8546.710000 sec): 3 clusters
  Score: Raw -6368529.914318 + Penalty 3539.950296 = -6364989.964022
  nChanged 8
		SP:Iteration 81Q (8546.810000 sec): 3 clusters
  Score: Raw -6368531.818661 + Penalty 3539.950296 = -6364991.868364
  nChanged 9
		SP:Iteration 82Q (8546.910000 sec): 3 clusters
  Score: Raw -6368533.338860 + Penalty 3539.950296 = -6364993.388563
  nChanged 6
		SP:Iteration 83Q (8547.010000 sec): 3 clusters
  Score: Raw -6368534.508654 + Penalty 3539.950296 = -6364994.558358
  nChanged 9
		SP:Iteration 84Q (8547.110000 sec): 3 clusters
  Score: Raw -6368536.178596 + Penalty 3539.950296 = -6364996.228300
  nChanged 6
		SP:Iteration 85Q (8547.210000 sec): 3 clusters
  Score: Raw -6368537.224126 + Penalty 3539.950296 = -6364997.273830
  nChanged 7
		SP:Iteration 86Q (8547.310000 sec): 3 clusters
  Score: Raw -6368538.277413 + Penalty 3539.950296 = -6364998.327116
  nChanged 10
		SP:Iteration 87Q (8547.410000 sec): 3 clusters
  Score: Raw -6368539.555999 + Penalty 3539.950296 = -6364999.605703
  nChanged 7
		SP:Iteration 88Q (8547.510000 sec): 3 clusters
  Score: Raw -6368540.410481 + Penalty 3539.950296 = -6365000.460185
  nChanged 10
		SP:Iteration 89Q (8547.610000 sec): 3 clusters
  Score: Raw -6368541.568503 + Penalty 3539.950296 = -6365001.618207
  nChanged 6
		SP:Iteration 90Q (8547.710000 sec): 3 clusters
  Score: Raw -6368542.207362 + Penalty 3539.950296 = -6365002.257066
  nChanged 4
		SP:Iteration 91Q (8547.810000 sec): 3 clusters
  Score: Raw -6368542.923997 + Penalty 3539.950296 = -6365002.973700
  nChanged 5
		SP:Iteration 92Q (8547.910000 sec): 3 clusters
  Score: Raw -6368543.829452 + Penalty 3539.950296 = -6365003.879155
  nChanged 2
		SP:Iteration 93Q (8548.010000 sec): 3 clusters
  Score: Raw -6368544.067359 + Penalty 3539.950296 = -6365004.117062
  nChanged 2
		SP:Iteration 94Q (8548.100000 sec): 3 clusters
  Score: Raw -6368544.239300 + Penalty 3539.950296 = -6365004.289003
  nChanged 1
		SP:Iteration 95Q (8548.200000 sec): 3 clusters
  Score: Raw -6368544.311396 + Penalty 3539.950296 = -6365004.361100
  nChanged 0
		SP:Iteration 96F (8548.340000 sec): 3 clusters
  Score: Raw -6368544.311396 + Penalty 3539.950296 = -6365004.361100
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (1113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8548.380000 sec): 2 clusters
  Score: Raw -112505.621191 + Penalty 1139.907332 = -111365.713859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8548.380000 sec): 3 clusters
  Score: Raw -112124.200248 + Penalty 2279.814664 = -109844.385584
  nChanged 361
		SP:Iteration 1F (8548.380000 sec): 3 clusters
  Score: Raw -112481.188007 + Penalty 2279.814664 = -110201.373343
  nChanged 100
		SP:Iteration 2F (8548.380000 sec): 3 clusters
  Score: Raw -112618.456935 + Penalty 2279.814664 = -110338.642271
  nChanged 73
		SP:Iteration 3F (8548.380000 sec): 3 clusters
  Score: Raw -112743.997622 + Penalty 2279.814664 = -110464.182958
  nChanged 60
		SP:Iteration 4F (8548.390000 sec): 3 clusters
  Score: Raw -112877.655659 + Penalty 2279.814664 = -110597.840995
  nChanged 62
		SP:Iteration 5F (8548.390000 sec): 3 clusters
  Score: Raw -113032.405693 + Penalty 2279.814664 = -110752.591029
  nChanged 51
		SP:Iteration 6Q (8548.390000 sec): 3 clusters
  Score: Raw -113126.503664 + Penalty 2279.814664 = -110846.689000
  nChanged 42
		SP:Iteration 7Q (8548.400000 sec): 3 clusters
  Score: Raw -113213.379568 + Penalty 2279.814664 = -110933.564903
  nChanged 42
		SP:Iteration 8Q (8548.400000 sec): 3 clusters
  Score: Raw -113284.196429 + Penalty 2279.814664 = -111004.381765
  nChanged 25
		SP:Iteration 9Q (8548.400000 sec): 3 clusters
  Score: Raw -113320.472031 + Penalty 2279.814664 = -111040.657366
  nChanged 21
		SP:Iteration 10Q (8548.400000 sec): 3 clusters
  Score: Raw -113352.464296 + Penalty 2279.814664 = -111072.649632
  nChanged 19
		SP:Iteration 11Q (8548.400000 sec): 3 clusters
  Score: Raw -113386.486762 + Penalty 2279.814664 = -111106.672097
  nChanged 15
		SP:Iteration 12Q (8548.410000 sec): 3 clusters
  Score: Raw -113422.967436 + Penalty 2279.814664 = -111143.152772
  nChanged 17
		SP:Iteration 13Q (8548.410000 sec): 3 clusters
  Score: Raw -113474.032329 + Penalty 2279.814664 = -111194.217665
  nChanged 18
		SP:Iteration 14Q (8548.410000 sec): 3 clusters
  Score: Raw -113526.749213 + Penalty 2279.814664 = -111246.934549
  nChanged 11
		SP:Iteration 15Q (8548.410000 sec): 3 clusters
  Score: Raw -113544.247660 + Penalty 2279.814664 = -111264.432996
  nChanged 6
		SP:Iteration 16Q (8548.420000 sec): 3 clusters
  Score: Raw -113550.474070 + Penalty 2279.814664 = -111270.659406
  nChanged 4
		SP:Iteration 17Q (8548.420000 sec): 3 clusters
  Score: Raw -113554.011902 + Penalty 2279.814664 = -111274.197238
  nChanged 0
		SP:Iteration 18F (8548.420000 sec): 3 clusters
  Score: Raw -113554.011902 + Penalty 2279.814664 = -111274.197238
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8548.430000 sec): 2 clusters
  Score: Raw -284583.775745 + Penalty 1268.058197 = -283315.717548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8548.440000 sec): 3 clusters
  Score: Raw -283433.667884 + Penalty 2536.116394 = -280897.551490
  nChanged 910
		SP:Iteration 1F (8548.440000 sec): 3 clusters
  Score: Raw -283958.434446 + Penalty 2536.116394 = -281422.318053
  nChanged 183
		SP:Iteration 2F (8548.450000 sec): 3 clusters
  Score: Raw -284072.677447 + Penalty 2536.116394 = -281536.561053
  nChanged 109
		SP:Iteration 3Q (8548.450000 sec): 3 clusters
  Score: Raw -284134.681509 + Penalty 2536.116394 = -281598.565116
  nChanged 89
		SP:Iteration 4Q (8548.460000 sec): 3 clusters
  Score: Raw -284191.299820 + Penalty 2536.116394 = -281655.183426
  nChanged 74
		SP:Iteration 5Q (8548.470000 sec): 3 clusters
  Score: Raw -284237.085775 + Penalty 2536.116394 = -281700.969382
  nChanged 73
		SP:Iteration 6Q (8548.470000 sec): 3 clusters
  Score: Raw -284285.944246 + Penalty 2536.116394 = -281749.827853
  nChanged 67
		SP:Iteration 7Q (8548.480000 sec): 3 clusters
  Score: Raw -284327.270049 + Penalty 2536.116394 = -281791.153656
  nChanged 58
		SP:Iteration 8Q (8548.480000 sec): 3 clusters
  Score: Raw -284358.481630 + Penalty 2536.116394 = -281822.365237
  nChanged 50
		SP:Iteration 9Q (8548.490000 sec): 3 clusters
  Score: Raw -284385.288119 + Penalty 2536.116394 = -281849.171726
  nChanged 44
		SP:Iteration 10Q (8548.500000 sec): 3 clusters
  Score: Raw -284413.401670 + Penalty 2536.116394 = -281877.285276
  nChanged 53
		SP:Iteration 11Q (8548.500000 sec): 3 clusters
  Score: Raw -284445.458933 + Penalty 2536.116394 = -281909.342540
  nChanged 52
		SP:Iteration 12Q (8548.510000 sec): 3 clusters
  Score: Raw -284481.377073 + Penalty 2536.116394 = -281945.260680
  nChanged 58
		SP:Iteration 13Q (8548.510000 sec): 3 clusters
  Score: Raw -284527.602160 + Penalty 2536.116394 = -281991.485766
  nChanged 56
		SP:Iteration 14Q (8548.520000 sec): 3 clusters
  Score: Raw -284563.658478 + Penalty 2536.116394 = -282027.542084
  nChanged 50
		SP:Iteration 15Q (8548.520000 sec): 3 clusters
  Score: Raw -284592.900430 + Penalty 2536.116394 = -282056.784036
  nChanged 37
		SP:Iteration 16Q (8548.530000 sec): 3 clusters
  Score: Raw -284615.336116 + Penalty 2536.116394 = -282079.219722
  nChanged 29
		SP:Iteration 17Q (8548.540000 sec): 3 clusters
  Score: Raw -284633.775641 + Penalty 2536.116394 = -282097.659247
  nChanged 28
		SP:Iteration 18Q (8548.540000 sec): 3 clusters
  Score: Raw -284653.610917 + Penalty 2536.116394 = -282117.494523
  nChanged 34
		SP:Iteration 19Q (8548.550000 sec): 3 clusters
  Score: Raw -284680.737068 + Penalty 2536.116394 = -282144.620674
  nChanged 41
		SP:Iteration 20F (8548.560000 sec): 3 clusters
  Score: Raw -284711.989701 + Penalty 2536.116394 = -282175.873307
  nChanged 49
		SP:Iteration 21Q (8548.560000 sec): 3 clusters
  Score: Raw -284752.948199 + Penalty 2536.116394 = -282216.831805
  nChanged 49
		SP:Iteration 22Q (8548.570000 sec): 3 clusters
  Score: Raw -284793.183572 + Penalty 2536.116394 = -282257.067179
  nChanged 47
		SP:Iteration 23Q (8548.570000 sec): 3 clusters
  Score: Raw -284836.432758 + Penalty 2536.116394 = -282300.316364
  nChanged 53
		SP:Iteration 24Q (8548.580000 sec): 3 clusters
  Score: Raw -284881.722690 + Penalty 2536.116394 = -282345.606296
  nChanged 48
		SP:Iteration 25Q (8548.580000 sec): 3 clusters
  Score: Raw -284929.744848 + Penalty 2536.116394 = -282393.628454
  nChanged 52
		SP:Iteration 26Q (8548.590000 sec): 3 clusters
  Score: Raw -284989.448902 + Penalty 2536.116394 = -282453.332509
  nChanged 49
		SP:Iteration 27Q (8548.600000 sec): 3 clusters
  Score: Raw -285035.514687 + Penalty 2536.116394 = -282499.398294
  nChanged 31
		SP:Iteration 28Q (8548.600000 sec): 3 clusters
  Score: Raw -285057.561354 + Penalty 2536.116394 = -282521.444960
  nChanged 23
		SP:Iteration 29Q (8548.600000 sec): 3 clusters
  Score: Raw -285075.244613 + Penalty 2536.116394 = -282539.128220
  nChanged 23
		SP:Iteration 30Q (8548.610000 sec): 3 clusters
  Score: Raw -285090.022196 + Penalty 2536.116394 = -282553.905802
  nChanged 13
		SP:Iteration 31Q (8548.620000 sec): 3 clusters
  Score: Raw -285097.928888 + Penalty 2536.116394 = -282561.812495
  nChanged 8
		SP:Iteration 32Q (8548.620000 sec): 3 clusters
  Score: Raw -285102.993058 + Penalty 2536.116394 = -282566.876665
  nChanged 5
		SP:Iteration 33Q (8548.620000 sec): 3 clusters
  Score: Raw -285105.170279 + Penalty 2536.116394 = -282569.053885
  nChanged 4
		SP:Iteration 34Q (8548.630000 sec): 3 clusters
  Score: Raw -285107.435052 + Penalty 2536.116394 = -282571.318659
  nChanged 3
		SP:Iteration 35Q (8548.640000 sec): 3 clusters
  Score: Raw -285108.905113 + Penalty 2536.116394 = -282572.788719
  nChanged 2
		SP:Iteration 36Q (8548.640000 sec): 3 clusters
  Score: Raw -285110.629619 + Penalty 2536.116394 = -282574.513226
  nChanged 4
		SP:Iteration 37Q (8548.650000 sec): 3 clusters
  Score: Raw -285112.372623 + Penalty 2536.116394 = -282576.256230
  nChanged 7
		SP:Iteration 38Q (8548.650000 sec): 3 clusters
  Score: Raw -285115.817768 + Penalty 2536.116394 = -282579.701375
  nChanged 5
		SP:Iteration 39Q (8548.660000 sec): 3 clusters
  Score: Raw -285118.246173 + Penalty 2536.116394 = -282582.129779
  nChanged 5
		SP:Iteration 40F (8548.660000 sec): 3 clusters
  Score: Raw -285120.616132 + Penalty 2536.116394 = -282584.499739
  nChanged 4
		SP:Iteration 41Q (8548.670000 sec): 3 clusters
  Score: Raw -285122.492961 + Penalty 2536.116394 = -282586.376568
  nChanged 2
		SP:Iteration 42Q (8548.670000 sec): 3 clusters
  Score: Raw -285123.148080 + Penalty 2536.116394 = -282587.031686
  nChanged 0
		SP:Iteration 43F (8548.680000 sec): 3 clusters
  Score: Raw -285123.148080 + Penalty 2536.116394 = -282587.031686
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (2591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8548.690000 sec): 2 clusters
  Score: Raw -279183.738232 + Penalty 1277.217367 = -277906.520866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8548.700000 sec): 3 clusters
  Score: Raw -277995.934401 + Penalty 2554.434734 = -275441.499667
  nChanged 943
		SP:Iteration 1F (8548.700000 sec): 3 clusters
  Score: Raw -278593.432199 + Penalty 2554.434734 = -276038.997465
  nChanged 201
		SP:Iteration 2F (8548.710000 sec): 3 clusters
  Score: Raw -278736.481034 + Penalty 2554.434734 = -276182.046300
  nChanged 130
		SP:Iteration 3F (8548.710000 sec): 3 clusters
  Score: Raw -278820.738376 + Penalty 2554.434734 = -276266.303642
  nChanged 90
		SP:Iteration 4Q (8548.720000 sec): 3 clusters
  Score: Raw -278879.139791 + Penalty 2554.434734 = -276324.705057
  nChanged 75
		SP:Iteration 5Q (8548.720000 sec): 3 clusters
  Score: Raw -278925.739550 + Penalty 2554.434734 = -276371.304817
  nChanged 64
		SP:Iteration 6Q (8548.730000 sec): 3 clusters
  Score: Raw -278957.350937 + Penalty 2554.434734 = -276402.916203
  nChanged 44
		SP:Iteration 7Q (8548.740000 sec): 3 clusters
  Score: Raw -278981.786306 + Penalty 2554.434734 = -276427.351572
  nChanged 39
		SP:Iteration 8Q (8548.740000 sec): 3 clusters
  Score: Raw -279001.947898 + Penalty 2554.434734 = -276447.513164
  nChanged 41
		SP:Iteration 9Q (8548.750000 sec): 3 clusters
  Score: Raw -279020.972124 + Penalty 2554.434734 = -276466.537390
  nChanged 34
		SP:Iteration 10Q (8548.760000 sec): 3 clusters
  Score: Raw -279039.920736 + Penalty 2554.434734 = -276485.486003
  nChanged 30
		SP:Iteration 11Q (8548.760000 sec): 3 clusters
  Score: Raw -279062.364992 + Penalty 2554.434734 = -276507.930259
  nChanged 34
		SP:Iteration 12Q (8548.770000 sec): 3 clusters
  Score: Raw -279087.054404 + Penalty 2554.434734 = -276532.619670
  nChanged 45
		SP:Iteration 13Q (8548.780000 sec): 3 clusters
  Score: Raw -279121.464021 + Penalty 2554.434734 = -276567.029288
  nChanged 42
		SP:Iteration 14Q (8548.780000 sec): 3 clusters
  Score: Raw -279146.150291 + Penalty 2554.434734 = -276591.715558
  nChanged 40
		SP:Iteration 15Q (8548.790000 sec): 3 clusters
  Score: Raw -279169.681873 + Penalty 2554.434734 = -276615.247140
  nChanged 38
		SP:Iteration 16Q (8548.790000 sec): 3 clusters
  Score: Raw -279192.681499 + Penalty 2554.434734 = -276638.246766
  nChanged 47
		SP:Iteration 17Q (8548.800000 sec): 3 clusters
  Score: Raw -279229.414657 + Penalty 2554.434734 = -276674.979924
  nChanged 42
		SP:Iteration 18Q (8548.800000 sec): 3 clusters
  Score: Raw -279257.563303 + Penalty 2554.434734 = -276703.128570
  nChanged 40
		SP:Iteration 19Q (8548.810000 sec): 3 clusters
  Score: Raw -279289.424287 + Penalty 2554.434734 = -276734.989553
  nChanged 39
		SP:Iteration 20F (8548.820000 sec): 3 clusters
  Score: Raw -279320.705799 + Penalty 2554.434734 = -276766.271066
  nChanged 46
		SP:Iteration 21Q (8548.820000 sec): 3 clusters
  Score: Raw -279350.916046 + Penalty 2554.434734 = -276796.481312
  nChanged 45
		SP:Iteration 22Q (8548.830000 sec): 3 clusters
  Score: Raw -279381.675940 + Penalty 2554.434734 = -276827.241206
  nChanged 35
		SP:Iteration 23Q (8548.840000 sec): 3 clusters
  Score: Raw -279408.443340 + Penalty 2554.434734 = -276854.008606
  nChanged 36
		SP:Iteration 24Q (8548.840000 sec): 3 clusters
  Score: Raw -279437.838017 + Penalty 2554.434734 = -276883.403283
  nChanged 36
		SP:Iteration 25Q (8548.850000 sec): 3 clusters
  Score: Raw -279471.634274 + Penalty 2554.434734 = -276917.199541
  nChanged 39
		SP:Iteration 26Q (8548.850000 sec): 3 clusters
  Score: Raw -279507.083194 + Penalty 2554.434734 = -276952.648460
  nChanged 52
		SP:Iteration 27Q (8548.860000 sec): 3 clusters
  Score: Raw -279562.699530 + Penalty 2554.434734 = -277008.264796
  nChanged 55
		SP:Iteration 28Q (8548.860000 sec): 3 clusters
  Score: Raw -279629.779631 + Penalty 2554.434734 = -277075.344897
  nChanged 58
		SP:Iteration 29Q (8548.870000 sec): 3 clusters
  Score: Raw -279698.112699 + Penalty 2554.434734 = -277143.677966
  nChanged 53
		SP:Iteration 30Q (8548.880000 sec): 3 clusters
  Score: Raw -279747.548849 + Penalty 2554.434734 = -277193.114115
  nChanged 49
		SP:Iteration 31Q (8548.880000 sec): 3 clusters
  Score: Raw -279811.728906 + Penalty 2554.434734 = -277257.294172
  nChanged 60
		SP:Iteration 32Q (8548.890000 sec): 3 clusters
  Score: Raw -279874.615446 + Penalty 2554.434734 = -277320.180713
  nChanged 55
		SP:Iteration 33Q (8548.890000 sec): 3 clusters
  Score: Raw -279943.746568 + Penalty 2554.434734 = -277389.311834
  nChanged 47
		SP:Iteration 34Q (8548.900000 sec): 3 clusters
  Score: Raw -279998.105017 + Penalty 2554.434734 = -277443.670284
  nChanged 38
		SP:Iteration 35Q (8548.900000 sec): 3 clusters
  Score: Raw -280030.659673 + Penalty 2554.434734 = -277476.224940
  nChanged 27
		SP:Iteration 36Q (8548.910000 sec): 3 clusters
  Score: Raw -280056.705214 + Penalty 2554.434734 = -277502.270480
  nChanged 22
		SP:Iteration 37Q (8548.910000 sec): 3 clusters
  Score: Raw -280080.994319 + Penalty 2554.434734 = -277526.559586
  nChanged 22
		SP:Iteration 38Q (8548.920000 sec): 3 clusters
  Score: Raw -280105.099081 + Penalty 2554.434734 = -277550.664347
  nChanged 21
		SP:Iteration 39Q (8548.920000 sec): 3 clusters
  Score: Raw -280121.289153 + Penalty 2554.434734 = -277566.854420
  nChanged 16
		SP:Iteration 40F (8548.930000 sec): 3 clusters
  Score: Raw -280149.312605 + Penalty 2554.434734 = -277594.877872
  nChanged 24
		SP:Iteration 41Q (8548.930000 sec): 3 clusters
  Score: Raw -280179.696985 + Penalty 2554.434734 = -277625.262252
  nChanged 20
		SP:Iteration 42Q (8548.940000 sec): 3 clusters
  Score: Raw -280200.462700 + Penalty 2554.434734 = -277646.027966
  nChanged 18
		SP:Iteration 43Q (8548.940000 sec): 3 clusters
  Score: Raw -280216.145976 + Penalty 2554.434734 = -277661.711242
  nChanged 16
		SP:Iteration 44Q (8548.950000 sec): 3 clusters
  Score: Raw -280226.722385 + Penalty 2554.434734 = -277672.287652
  nChanged 8
		SP:Iteration 45Q (8548.950000 sec): 3 clusters
  Score: Raw -280231.724326 + Penalty 2554.434734 = -277677.289593
  nChanged 6
		SP:Iteration 46Q (8548.960000 sec): 3 clusters
  Score: Raw -280234.738234 + Penalty 2554.434734 = -277680.303501
  nChanged 4
		SP:Iteration 47Q (8548.960000 sec): 3 clusters
  Score: Raw -280237.433083 + Penalty 2554.434734 = -277682.998349
  nChanged 5
		SP:Iteration 48Q (8548.960000 sec): 3 clusters
  Score: Raw -280240.959321 + Penalty 2554.434734 = -277686.524588
  nChanged 5
		SP:Iteration 49Q (8548.970000 sec): 3 clusters
  Score: Raw -280244.661984 + Penalty 2554.434734 = -277690.227250
  nChanged 3
		SP:Iteration 50Q (8548.980000 sec): 3 clusters
  Score: Raw -280247.019408 + Penalty 2554.434734 = -277692.584674
  nChanged 3
		SP:Iteration 51Q (8548.980000 sec): 3 clusters
  Score: Raw -280248.568026 + Penalty 2554.434734 = -277694.133292
  nChanged 2
		SP:Iteration 52Q (8548.980000 sec): 3 clusters
  Score: Raw -280249.604835 + Penalty 2554.434734 = -277695.170101
  nChanged 3
		SP:Iteration 53Q (8548.990000 sec): 3 clusters
  Score: Raw -280251.250351 + Penalty 2554.434734 = -277696.815617
  nChanged 1
		SP:Iteration 54Q (8548.990000 sec): 3 clusters
  Score: Raw -280251.734493 + Penalty 2554.434734 = -277697.299759
  nChanged 2
		SP:Iteration 55Q (8549.000000 sec): 3 clusters
  Score: Raw -280252.440336 + Penalty 2554.434734 = -277698.005602
  nChanged 0
		SP:Iteration 56F (8549.000000 sec): 3 clusters
  Score: Raw -280252.440336 + Penalty 2554.434734 = -277698.005602
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (12484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8549.040000 sec): 2 clusters
  Score: Raw -1434253.422849 + Penalty 1532.733004 = -1432720.689845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8549.070000 sec): 3 clusters
  Score: Raw -1427030.813935 + Penalty 3065.466009 = -1423965.347927
  nChanged 5480
		SP:Iteration 1F (8549.100000 sec): 3 clusters
  Score: Raw -1429875.099100 + Penalty 3065.466009 = -1426809.633091
  nChanged 651
		SP:Iteration 2F (8549.130000 sec): 3 clusters
  Score: Raw -1430112.848515 + Penalty 3065.466009 = -1427047.382507
  nChanged 561
		SP:Iteration 3Q (8549.160000 sec): 3 clusters
  Score: Raw -1430308.454161 + Penalty 3065.466009 = -1427242.988153
  nChanged 486
		SP:Iteration 4Q (8549.200000 sec): 3 clusters
  Score: Raw -1430465.331351 + Penalty 3065.466009 = -1427399.865343
  nChanged 427
		SP:Iteration 5Q (8549.230000 sec): 3 clusters
  Score: Raw -1430587.126014 + Penalty 3065.466009 = -1427521.660005
  nChanged 388
		SP:Iteration 6Q (8549.260000 sec): 3 clusters
  Score: Raw -1430702.115076 + Penalty 3065.466009 = -1427636.649067
  nChanged 346
		SP:Iteration 7Q (8549.290000 sec): 3 clusters
  Score: Raw -1430795.661244 + Penalty 3065.466009 = -1427730.195236
  nChanged 306
		SP:Iteration 8Q (8549.320000 sec): 3 clusters
  Score: Raw -1430883.220040 + Penalty 3065.466009 = -1427817.754032
  nChanged 302
		SP:Iteration 9Q (8549.350000 sec): 3 clusters
  Score: Raw -1430988.197169 + Penalty 3065.466009 = -1427922.731160
  nChanged 339
		SP:Iteration 10Q (8549.380000 sec): 3 clusters
  Score: Raw -1431121.854234 + Penalty 3065.466009 = -1428056.388225
  nChanged 358
		SP:Iteration 11Q (8549.420000 sec): 3 clusters
  Score: Raw -1431307.531618 + Penalty 3065.466009 = -1428242.065609
  nChanged 436
		SP:Iteration 12Q (8549.440000 sec): 3 clusters
  Score: Raw -1431584.129304 + Penalty 3065.466009 = -1428518.663295
  nChanged 505
		SP:Iteration 13Q (8549.480000 sec): 3 clusters
  Score: Raw -1431905.967929 + Penalty 3065.466009 = -1428840.501921
  nChanged 545
		SP:Iteration 14Q (8549.510000 sec): 3 clusters
  Score: Raw -1432234.306322 + Penalty 3065.466009 = -1429168.840314
  nChanged 553
		SP:Iteration 15Q (8549.540000 sec): 3 clusters
  Score: Raw -1432580.301600 + Penalty 3065.466009 = -1429514.835592
  nChanged 563
		SP:Iteration 16Q (8549.570000 sec): 3 clusters
  Score: Raw -1432926.403788 + Penalty 3065.466009 = -1429860.937779
  nChanged 511
		SP:Iteration 17Q (8549.600000 sec): 3 clusters
  Score: Raw -1433223.308693 + Penalty 3065.466009 = -1430157.842684
  nChanged 423
		SP:Iteration 18Q (8549.630000 sec): 3 clusters
  Score: Raw -1433452.487062 + Penalty 3065.466009 = -1430387.021054
  nChanged 365
		SP:Iteration 19Q (8549.660000 sec): 3 clusters
  Score: Raw -1433630.752946 + Penalty 3065.466009 = -1430565.286937
  nChanged 296
		SP:Iteration 20F (8549.690000 sec): 3 clusters
  Score: Raw -1433757.424644 + Penalty 3065.466009 = -1430691.958636
  nChanged 237
		SP:Iteration 21Q (8549.720000 sec): 3 clusters
  Score: Raw -1433838.898159 + Penalty 3065.466009 = -1430773.432150
  nChanged 197
		SP:Iteration 22Q (8549.740000 sec): 3 clusters
  Score: Raw -1433908.806825 + Penalty 3065.466009 = -1430843.340816
  nChanged 176
		SP:Iteration 23Q (8549.770000 sec): 3 clusters
  Score: Raw -1433963.009949 + Penalty 3065.466009 = -1430897.543941
  nChanged 168
		SP:Iteration 24Q (8549.800000 sec): 3 clusters
  Score: Raw -1434014.981387 + Penalty 3065.466009 = -1430949.515378
  nChanged 164
		SP:Iteration 25Q (8549.830000 sec): 3 clusters
  Score: Raw -1434064.774144 + Penalty 3065.466009 = -1430999.308135
  nChanged 142
		SP:Iteration 26Q (8549.860000 sec): 3 clusters
  Score: Raw -1434102.652438 + Penalty 3065.466009 = -1431037.186429
  nChanged 126
		SP:Iteration 27Q (8549.880000 sec): 3 clusters
  Score: Raw -1434137.088181 + Penalty 3065.466009 = -1431071.622173
  nChanged 122
		SP:Iteration 28Q (8549.910000 sec): 3 clusters
  Score: Raw -1434171.771864 + Penalty 3065.466009 = -1431106.305855
  nChanged 134
		SP:Iteration 29Q (8549.940000 sec): 3 clusters
  Score: Raw -1434210.311246 + Penalty 3065.466009 = -1431144.845237
  nChanged 119
		SP:Iteration 30Q (8549.960000 sec): 3 clusters
  Score: Raw -1434244.594193 + Penalty 3065.466009 = -1431179.128184
  nChanged 126
		SP:Iteration 31Q (8549.990000 sec): 3 clusters
  Score: Raw -1434281.997863 + Penalty 3065.466009 = -1431216.531854
  nChanged 127
		SP:Iteration 32Q (8550.020000 sec): 3 clusters
  Score: Raw -1434322.442149 + Penalty 3065.466009 = -1431256.976140
  nChanged 142
		SP:Iteration 33Q (8550.040000 sec): 3 clusters
  Score: Raw -1434368.112216 + Penalty 3065.466009 = -1431302.646207
  nChanged 131
		SP:Iteration 34Q (8550.070000 sec): 3 clusters
  Score: Raw -1434410.943996 + Penalty 3065.466009 = -1431345.477988
  nChanged 132
		SP:Iteration 35Q (8550.100000 sec): 3 clusters
  Score: Raw -1434456.389041 + Penalty 3065.466009 = -1431390.923032
  nChanged 115
		SP:Iteration 36Q (8550.130000 sec): 3 clusters
  Score: Raw -1434491.940944 + Penalty 3065.466009 = -1431426.474935
  nChanged 107
		SP:Iteration 37Q (8550.160000 sec): 3 clusters
  Score: Raw -1434524.551049 + Penalty 3065.466009 = -1431459.085040
  nChanged 103
		SP:Iteration 38Q (8550.180000 sec): 3 clusters
  Score: Raw -1434556.436794 + Penalty 3065.466009 = -1431490.970785
  nChanged 107
		SP:Iteration 39Q (8550.210000 sec): 3 clusters
  Score: Raw -1434585.009013 + Penalty 3065.466009 = -1431519.543004
  nChanged 92
		SP:Iteration 40F (8550.240000 sec): 3 clusters
  Score: Raw -1434608.457482 + Penalty 3065.466009 = -1431542.991473
  nChanged 78
		SP:Iteration 41Q (8550.260000 sec): 3 clusters
  Score: Raw -1434626.925279 + Penalty 3065.466009 = -1431561.459271
  nChanged 66
		SP:Iteration 42Q (8550.290000 sec): 3 clusters
  Score: Raw -1434644.288359 + Penalty 3065.466009 = -1431578.822350
  nChanged 71
		SP:Iteration 43Q (8550.320000 sec): 3 clusters
  Score: Raw -1434659.628221 + Penalty 3065.466009 = -1431594.162212
  nChanged 58
		SP:Iteration 44Q (8550.340000 sec): 3 clusters
  Score: Raw -1434670.381284 + Penalty 3065.466009 = -1431604.915275
  nChanged 52
		SP:Iteration 45Q (8550.370000 sec): 3 clusters
  Score: Raw -1434679.618908 + Penalty 3065.466009 = -1431614.152899
  nChanged 56
		SP:Iteration 46Q (8550.400000 sec): 3 clusters
  Score: Raw -1434691.217467 + Penalty 3065.466009 = -1431625.751459
  nChanged 54
		SP:Iteration 47Q (8550.420000 sec): 3 clusters
  Score: Raw -1434704.692129 + Penalty 3065.466009 = -1431639.226121
  nChanged 45
		SP:Iteration 48Q (8550.450000 sec): 3 clusters
  Score: Raw -1434717.861628 + Penalty 3065.466009 = -1431652.395619
  nChanged 42
		SP:Iteration 49Q (8550.480000 sec): 3 clusters
  Score: Raw -1434727.616961 + Penalty 3065.466009 = -1431662.150953
  nChanged 40
		SP:Iteration 50Q (8550.500000 sec): 3 clusters
  Score: Raw -1434736.416709 + Penalty 3065.466009 = -1431670.950700
  nChanged 35
		SP:Iteration 51Q (8550.530000 sec): 3 clusters
  Score: Raw -1434741.424679 + Penalty 3065.466009 = -1431675.958671
  nChanged 20
		SP:Iteration 52Q (8550.550000 sec): 3 clusters
  Score: Raw -1434744.453715 + Penalty 3065.466009 = -1431678.987707
  nChanged 15
		SP:Iteration 53Q (8550.580000 sec): 3 clusters
  Score: Raw -1434746.626789 + Penalty 3065.466009 = -1431681.160781
  nChanged 19
		SP:Iteration 54Q (8550.600000 sec): 3 clusters
  Score: Raw -1434750.100268 + Penalty 3065.466009 = -1431684.634259
  nChanged 20
		SP:Iteration 55Q (8550.630000 sec): 3 clusters
  Score: Raw -1434754.364087 + Penalty 3065.466009 = -1431688.898078
  nChanged 25
		SP:Iteration 56Q (8550.660000 sec): 3 clusters
  Score: Raw -1434758.706215 + Penalty 3065.466009 = -1431693.240206
  nChanged 17
		SP:Iteration 57Q (8550.680000 sec): 3 clusters
  Score: Raw -1434761.273461 + Penalty 3065.466009 = -1431695.807452
  nChanged 17
		SP:Iteration 58Q (8550.710000 sec): 3 clusters
  Score: Raw -1434764.582990 + Penalty 3065.466009 = -1431699.116981
  nChanged 29
		SP:Iteration 59Q (8550.740000 sec): 3 clusters
  Score: Raw -1434771.709421 + Penalty 3065.466009 = -1431706.243413
  nChanged 21
		SP:Iteration 60F (8550.760000 sec): 3 clusters
  Score: Raw -1434775.839936 + Penalty 3065.466009 = -1431710.373928
  nChanged 20
		SP:Iteration 61Q (8550.790000 sec): 3 clusters
  Score: Raw -1434779.950997 + Penalty 3065.466009 = -1431714.484988
  nChanged 25
		SP:Iteration 62Q (8550.820000 sec): 3 clusters
  Score: Raw -1434783.913898 + Penalty 3065.466009 = -1431718.447889
  nChanged 18
		SP:Iteration 63Q (8550.840000 sec): 3 clusters
  Score: Raw -1434786.216443 + Penalty 3065.466009 = -1431720.750434
  nChanged 14
		SP:Iteration 64Q (8550.870000 sec): 3 clusters
  Score: Raw -1434788.484559 + Penalty 3065.466009 = -1431723.018550
  nChanged 16
		SP:Iteration 65Q (8550.900000 sec): 3 clusters
  Score: Raw -1434790.676764 + Penalty 3065.466009 = -1431725.210755
  nChanged 18
		SP:Iteration 66Q (8550.920000 sec): 3 clusters
  Score: Raw -1434793.371729 + Penalty 3065.466009 = -1431727.905720
  nChanged 11
		SP:Iteration 67Q (8550.950000 sec): 3 clusters
  Score: Raw -1434795.143494 + Penalty 3065.466009 = -1431729.677486
  nChanged 12
		SP:Iteration 68Q (8550.980000 sec): 3 clusters
  Score: Raw -1434796.937307 + Penalty 3065.466009 = -1431731.471298
  nChanged 16
		SP:Iteration 69Q (8551.000000 sec): 3 clusters
  Score: Raw -1434800.066904 + Penalty 3065.466009 = -1431734.600895
  nChanged 23
		SP:Iteration 70Q (8551.030000 sec): 3 clusters
  Score: Raw -1434804.906111 + Penalty 3065.466009 = -1431739.440102
  nChanged 24
		SP:Iteration 71Q (8551.050000 sec): 3 clusters
  Score: Raw -1434809.390682 + Penalty 3065.466009 = -1431743.924674
  nChanged 26
		SP:Iteration 72Q (8551.080000 sec): 3 clusters
  Score: Raw -1434813.528378 + Penalty 3065.466009 = -1431748.062370
  nChanged 27
		SP:Iteration 73Q (8551.100000 sec): 3 clusters
  Score: Raw -1434817.657521 + Penalty 3065.466009 = -1431752.191513
  nChanged 27
		SP:Iteration 74Q (8551.130000 sec): 3 clusters
  Score: Raw -1434822.946928 + Penalty 3065.466009 = -1431757.480919
  nChanged 20
		SP:Iteration 75Q (8551.160000 sec): 3 clusters
  Score: Raw -1434826.802281 + Penalty 3065.466009 = -1431761.336273
  nChanged 17
		SP:Iteration 76Q (8551.180000 sec): 3 clusters
  Score: Raw -1434829.771519 + Penalty 3065.466009 = -1431764.305510
  nChanged 17
		SP:Iteration 77Q (8551.210000 sec): 3 clusters
  Score: Raw -1434832.325190 + Penalty 3065.466009 = -1431766.859182
  nChanged 25
		SP:Iteration 78Q (8551.230000 sec): 3 clusters
  Score: Raw -1434836.689153 + Penalty 3065.466009 = -1431771.223144
  nChanged 18
		SP:Iteration 79Q (8551.260000 sec): 3 clusters
  Score: Raw -1434839.971260 + Penalty 3065.466009 = -1431774.505251
  nChanged 20
		SP:Iteration 80F (8551.290000 sec): 3 clusters
  Score: Raw -1434844.350055 + Penalty 3065.466009 = -1431778.884047
  nChanged 24
		SP:Iteration 81Q (8551.320000 sec): 3 clusters
  Score: Raw -1434849.172647 + Penalty 3065.466009 = -1431783.706639
  nChanged 23
		SP:Iteration 82Q (8551.340000 sec): 3 clusters
  Score: Raw -1434853.227920 + Penalty 3065.466009 = -1431787.761911
  nChanged 24
		SP:Iteration 83Q (8551.360000 sec): 3 clusters
  Score: Raw -1434858.185825 + Penalty 3065.466009 = -1431792.719817
  nChanged 22
		SP:Iteration 84Q (8551.390000 sec): 3 clusters
  Score: Raw -1434862.662599 + Penalty 3065.466009 = -1431797.196590
  nChanged 22
		SP:Iteration 85Q (8551.420000 sec): 3 clusters
  Score: Raw -1434866.948149 + Penalty 3065.466009 = -1431801.482140
  nChanged 21
		SP:Iteration 86Q (8551.440000 sec): 3 clusters
  Score: Raw -1434871.247913 + Penalty 3065.466009 = -1431805.781905
  nChanged 21
		SP:Iteration 87Q (8551.460000 sec): 3 clusters
  Score: Raw -1434874.750515 + Penalty 3065.466009 = -1431809.284506
  nChanged 22
		SP:Iteration 88Q (8551.490000 sec): 3 clusters
  Score: Raw -1434879.860982 + Penalty 3065.466009 = -1431814.394973
  nChanged 25
		SP:Iteration 89Q (8551.520000 sec): 3 clusters
  Score: Raw -1434885.982076 + Penalty 3065.466009 = -1431820.516067
  nChanged 26
		SP:Iteration 90Q (8551.540000 sec): 3 clusters
  Score: Raw -1434890.957442 + Penalty 3065.466009 = -1431825.491433
  nChanged 23
		SP:Iteration 91Q (8551.560000 sec): 3 clusters
  Score: Raw -1434894.797994 + Penalty 3065.466009 = -1431829.331986
  nChanged 16
		SP:Iteration 92Q (8551.590000 sec): 3 clusters
  Score: Raw -1434899.143114 + Penalty 3065.466009 = -1431833.677106
  nChanged 19
		SP:Iteration 93Q (8551.620000 sec): 3 clusters
  Score: Raw -1434902.701377 + Penalty 3065.466009 = -1431837.235369
  nChanged 15
		SP:Iteration 94Q (8551.640000 sec): 3 clusters
  Score: Raw -1434906.229810 + Penalty 3065.466009 = -1431840.763801
  nChanged 21
		SP:Iteration 95Q (8551.670000 sec): 3 clusters
  Score: Raw -1434911.305637 + Penalty 3065.466009 = -1431845.839628
  nChanged 31
		SP:Iteration 96Q (8551.690000 sec): 3 clusters
  Score: Raw -1434919.119751 + Penalty 3065.466009 = -1431853.653742
  nChanged 32
		SP:Iteration 97Q (8551.720000 sec): 3 clusters
  Score: Raw -1434927.000454 + Penalty 3065.466009 = -1431861.534445
  nChanged 32
		SP:Iteration 98Q (8551.740000 sec): 3 clusters
  Score: Raw -1434935.472033 + Penalty 3065.466009 = -1431870.006025
  nChanged 31
		SP:Iteration 99Q (8551.770000 sec): 3 clusters
  Score: Raw -1434944.306934 + Penalty 3065.466009 = -1431878.840925
  nChanged 31
		SP:Iteration 100F (8551.800000 sec): 3 clusters
  Score: Raw -1434952.482270 + Penalty 3065.466009 = -1431887.016262
  nChanged 22
		SP:Iteration 101Q (8551.820000 sec): 3 clusters
  Score: Raw -1434957.614649 + Penalty 3065.466009 = -1431892.148641
  nChanged 27
		SP:Iteration 102Q (8551.850000 sec): 3 clusters
  Score: Raw -1434964.866446 + Penalty 3065.466009 = -1431899.400438
  nChanged 24
		SP:Iteration 103Q (8551.880000 sec): 3 clusters
  Score: Raw -1434971.443900 + Penalty 3065.466009 = -1431905.977892
  nChanged 27
		SP:Iteration 104Q (8551.900000 sec): 3 clusters
  Score: Raw -1434979.509803 + Penalty 3065.466009 = -1431914.043794
  nChanged 25
		SP:Iteration 105Q (8551.920000 sec): 3 clusters
  Score: Raw -1434987.841257 + Penalty 3065.466009 = -1431922.375249
  nChanged 37
		SP:Iteration 106Q (8551.950000 sec): 3 clusters
  Score: Raw -1435001.238335 + Penalty 3065.466009 = -1431935.772327
  nChanged 42
		SP:Iteration 107Q (8551.980000 sec): 3 clusters
  Score: Raw -1435018.905465 + Penalty 3065.466009 = -1431953.439457
  nChanged 49
		SP:Iteration 108Q (8552.000000 sec): 3 clusters
  Score: Raw -1435040.228070 + Penalty 3065.466009 = -1431974.762061
  nChanged 55
		SP:Iteration 109Q (8552.020000 sec): 3 clusters
  Score: Raw -1435064.935665 + Penalty 3065.466009 = -1431999.469657
  nChanged 62
		SP:Iteration 110Q (8552.050000 sec): 3 clusters
  Score: Raw -1435096.262996 + Penalty 3065.466009 = -1432030.796987
  nChanged 58
		SP:Iteration 111Q (8552.080000 sec): 3 clusters
  Score: Raw -1435124.589328 + Penalty 3065.466009 = -1432059.123320
  nChanged 45
		SP:Iteration 112Q (8552.100000 sec): 3 clusters
  Score: Raw -1435143.874327 + Penalty 3065.466009 = -1432078.408318
  nChanged 42
		SP:Iteration 113Q (8552.120000 sec): 3 clusters
  Score: Raw -1435165.744811 + Penalty 3065.466009 = -1432100.278802
  nChanged 40
		SP:Iteration 114Q (8552.140000 sec): 3 clusters
  Score: Raw -1435183.282816 + Penalty 3065.466009 = -1432117.816808
  nChanged 31
		SP:Iteration 115Q (8552.170000 sec): 3 clusters
  Score: Raw -1435193.306085 + Penalty 3065.466009 = -1432127.840076
  nChanged 25
		SP:Iteration 116Q (8552.200000 sec): 3 clusters
  Score: Raw -1435201.527051 + Penalty 3065.466009 = -1432136.061043
  nChanged 15
		SP:Iteration 117Q (8552.220000 sec): 3 clusters
  Score: Raw -1435205.794855 + Penalty 3065.466009 = -1432140.328847
  nChanged 12
		SP:Iteration 118Q (8552.240000 sec): 3 clusters
  Score: Raw -1435208.905062 + Penalty 3065.466009 = -1432143.439053
  nChanged 9
		SP:Iteration 119Q (8552.260000 sec): 3 clusters
  Score: Raw -1435210.844202 + Penalty 3065.466009 = -1432145.378193
  nChanged 6
		SP:Iteration 120F (8552.300000 sec): 3 clusters
  Score: Raw -1435212.012265 + Penalty 3065.466009 = -1432146.546256
  nChanged 3
		SP:Iteration 121Q (8552.320000 sec): 3 clusters
  Score: Raw -1435212.423799 + Penalty 3065.466009 = -1432146.957790
  nChanged 2
		SP:Iteration 122Q (8552.340000 sec): 3 clusters
  Score: Raw -1435212.838685 + Penalty 3065.466009 = -1432147.372676
  nChanged 0
		SP:Iteration 123F (8552.380000 sec): 3 clusters
  Score: Raw -1435212.838685 + Penalty 3065.466009 = -1432147.372676
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8552.380000 sec): 2 clusters
  Score: Raw -30267.997775 + Penalty 915.071915 = -29352.925861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8552.380000 sec): 3 clusters
  Score: Raw -30341.838450 + Penalty 1830.143829 = -28511.694621
  nChanged 39
		SP:Iteration 1F (8552.390000 sec): 3 clusters
  Score: Raw -30486.443868 + Penalty 1830.143829 = -28656.300039
  nChanged 13
		SP:Iteration 2Q (8552.390000 sec): 3 clusters
  Score: Raw -30567.993012 + Penalty 1830.143829 = -28737.849183
  nChanged 12
		SP:Iteration 3Q (8552.390000 sec): 3 clusters
  Score: Raw -30621.968626 + Penalty 1830.143829 = -28791.824797
  nChanged 4
		SP:Iteration 4Q (8552.390000 sec): 3 clusters
  Score: Raw -30631.711471 + Penalty 1830.143829 = -28801.567642
  nChanged 1
		SP:Iteration 5Q (8552.390000 sec): 3 clusters
  Score: Raw -30635.613054 + Penalty 1830.143829 = -28805.469225
  nChanged 0
		SP:Iteration 6F (8552.390000 sec): 3 clusters
  Score: Raw -30635.613054 + Penalty 1830.143829 = -28805.469225
  nChanged 0
Iteration 99Q (8566.740000 sec): 68 clusters
  Score: Raw -155756772.915546 + Penalty 153930.689649 = -155602842.225897
  nChanged 12292
Deleting Class 40 (47 points): Lose 1743.254730 but Gain 2297.472980
Iteration 100F (8645.810000 sec): 67 clusters
  Score: Raw -155760827.077156 + Penalty 151633.216669 = -155609193.860487
  nChanged 9503
Iteration 101Q (8654.940000 sec): 67 clusters
  Score: Raw -155763375.436815 + Penalty 151633.216669 = -155611742.220146
  nChanged 4956
Iteration 102Q (8664.020000 sec): 67 clusters
  Score: Raw -155764470.172519 + Penalty 151633.216669 = -155612836.955850
  nChanged 3176
Iteration 103Q (8673.030000 sec): 67 clusters
  Score: Raw -155764933.330006 + Penalty 151633.216669 = -155613300.113337
  nChanged 2241
Iteration 104Q (8681.920000 sec): 67 clusters
  Score: Raw -155765213.186223 + Penalty 151633.216669 = -155613579.969554
  nChanged 1608
Iteration 105Q (8690.780000 sec): 67 clusters
  Score: Raw -155765388.156762 + Penalty 151633.216669 = -155613754.940093
  nChanged 1223
Iteration 106Q (8699.750000 sec): 67 clusters
  Score: Raw -155765518.792310 + Penalty 151633.216669 = -155613885.575641
  nChanged 951
Iteration 107Q (8708.530000 sec): 67 clusters
  Score: Raw -155765609.215889 + Penalty 151633.216669 = -155613975.999220
  nChanged 797
Iteration 108Q (8717.570000 sec): 67 clusters
  Score: Raw -155765680.110168 + Penalty 151633.216669 = -155614046.893499
  nChanged 676
Iteration 109Q (8726.400000 sec): 67 clusters
  Score: Raw -155765746.957605 + Penalty 151633.216669 = -155614113.740936
  nChanged 559
Iteration 110Q (8735.260000 sec): 67 clusters
  Score: Raw -155765798.391073 + Penalty 151633.216669 = -155614165.174404
  nChanged 462
Iteration 111Q (8744.180000 sec): 67 clusters
  Score: Raw -155765835.640676 + Penalty 151633.216669 = -155614202.424007
  nChanged 414
Iteration 112Q (8752.880000 sec): 67 clusters
  Score: Raw -155765864.534797 + Penalty 151633.216669 = -155614231.318128
  nChanged 376
Iteration 113Q (8761.750000 sec): 67 clusters
  Score: Raw -155765890.142498 + Penalty 151633.216669 = -155614256.925829
  nChanged 317
Iteration 114Q (8770.610000 sec): 67 clusters
  Score: Raw -155765911.447695 + Penalty 151633.216669 = -155614278.231026
  nChanged 318
Iteration 115Q (8779.330000 sec): 67 clusters
  Score: Raw -155765934.510309 + Penalty 151633.216669 = -155614301.293640
  nChanged 242
Iteration 116Q (8788.210000 sec): 67 clusters
  Score: Raw -155765948.873465 + Penalty 151633.216669 = -155614315.656796
  nChanged 234
Iteration 117Q (8797.220000 sec): 67 clusters
  Score: Raw -155765962.480986 + Penalty 151633.216669 = -155614329.264317
  nChanged 208
Iteration 118Q (8806.180000 sec): 67 clusters
  Score: Raw -155765977.177622 + Penalty 151633.216669 = -155614343.960953
  nChanged 211
Iteration 119Q (8815.140000 sec): 67 clusters
  Score: Raw -155765991.636067 + Penalty 151633.216669 = -155614358.419398
  nChanged 208
Iteration 120F (8895.080000 sec): 67 clusters
  Score: Raw -155766051.175553 + Penalty 151633.216669 = -155614417.958884
  nChanged 228
Iteration 121Q (8904.220000 sec): 67 clusters
  Score: Raw -155766088.135409 + Penalty 151633.216669 = -155614454.918740
  nChanged 228
Iteration 122Q (8913.270000 sec): 67 clusters
  Score: Raw -155766123.491901 + Penalty 151633.216669 = -155614490.275232
  nChanged 215
Iteration 123Q (8922.400000 sec): 67 clusters
  Score: Raw -155766141.138568 + Penalty 151633.216669 = -155614507.921899
  nChanged 189
Iteration 124Q (8931.440000 sec): 67 clusters
  Score: Raw -155766156.738760 + Penalty 151633.216669 = -155614523.522091
  nChanged 185
Iteration 125Q (8940.480000 sec): 67 clusters
  Score: Raw -155766168.564309 + Penalty 151633.216669 = -155614535.347640
  nChanged 164
Iteration 126Q (8949.370000 sec): 67 clusters
  Score: Raw -155766177.229587 + Penalty 151633.216669 = -155614544.012918
  nChanged 141
Iteration 127Q (8958.260000 sec): 67 clusters
  Score: Raw -155766183.771968 + Penalty 151633.216669 = -155614550.555299
  nChanged 131
Iteration 128Q (8967.190000 sec): 67 clusters
  Score: Raw -155766190.353893 + Penalty 151633.216669 = -155614557.137224
  nChanged 129
Iteration 129Q (8976.080000 sec): 67 clusters
  Score: Raw -155766197.740193 + Penalty 151633.216669 = -155614564.523524
  nChanged 126
Iteration 130Q (8985.020000 sec): 67 clusters
  Score: Raw -155766205.097876 + Penalty 151633.216669 = -155614571.881207
  nChanged 132
Iteration 131Q (8993.940000 sec): 67 clusters
  Score: Raw -155766212.887759 + Penalty 151633.216669 = -155614579.671090
  nChanged 112
Iteration 132Q (9002.870000 sec): 67 clusters
  Score: Raw -155766223.585806 + Penalty 151633.216669 = -155614590.369137
  nChanged 115
Iteration 133Q (9011.750000 sec): 67 clusters
  Score: Raw -155766231.688906 + Penalty 151633.216669 = -155614598.472237
  nChanged 117
Iteration 134Q (9020.600000 sec): 67 clusters
  Score: Raw -155766239.166856 + Penalty 151633.216669 = -155614605.950187
  nChanged 110
Iteration 135Q (9029.600000 sec): 67 clusters
  Score: Raw -155766243.484506 + Penalty 151633.216669 = -155614610.267837
  nChanged 80
Iteration 136Q (9038.490000 sec): 67 clusters
  Score: Raw -155766247.157437 + Penalty 151633.216669 = -155614613.940768
  nChanged 79
Iteration 137Q (9047.410000 sec): 67 clusters
  Score: Raw -155766250.029988 + Penalty 151633.216669 = -155614616.813319
  nChanged 81
Iteration 138Q (9056.280000 sec): 67 clusters
  Score: Raw -155766253.273520 + Penalty 151633.216669 = -155614620.056851
  nChanged 99
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155766253.273520 + Penalty 151633.216669 = -155614620.056851
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (61644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9056.750000 sec): 2 clusters
  Score: Raw -7153897.209619 + Penalty 1792.233817 = -7152104.975803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9056.910000 sec): 3 clusters
  Score: Raw -7114433.322452 + Penalty 3584.467634 = -7110848.854819
  nChanged 29122
		SP:Iteration 1F (9057.080000 sec): 3 clusters
  Score: Raw -7131285.552775 + Penalty 3584.467634 = -7127701.085141
  nChanged 2415
		SP:Iteration 2Q (9057.240000 sec): 3 clusters
  Score: Raw -7131989.364822 + Penalty 3584.467634 = -7128404.897188
  nChanged 2630
		SP:Iteration 3Q (9057.410000 sec): 3 clusters
  Score: Raw -7132933.503219 + Penalty 3584.467634 = -7129349.035586
  nChanged 3195
		SP:Iteration 4F (9057.580000 sec): 3 clusters
  Score: Raw -7134358.366686 + Penalty 3584.467634 = -7130773.899052
  nChanged 3688
		SP:Iteration 5F (9057.740000 sec): 3 clusters
  Score: Raw -7136391.614506 + Penalty 3584.467634 = -7132807.146872
  nChanged 4192
		SP:Iteration 6F (9057.900000 sec): 3 clusters
  Score: Raw -7139173.220951 + Penalty 3584.467634 = -7135588.753317
  nChanged 4341
		SP:Iteration 7F (9058.070000 sec): 3 clusters
  Score: Raw -7142559.629881 + Penalty 3584.467634 = -7138975.162247
  nChanged 4114
		SP:Iteration 8F (9058.230000 sec): 3 clusters
  Score: Raw -7146013.581458 + Penalty 3584.467634 = -7142429.113824
  nChanged 3391
		SP:Iteration 9F (9058.390000 sec): 3 clusters
  Score: Raw -7148989.256480 + Penalty 3584.467634 = -7145404.788846
  nChanged 2445
		SP:Iteration 10Q (9058.550000 sec): 3 clusters
  Score: Raw -7151105.279272 + Penalty 3584.467634 = -7147520.811639
  nChanged 1558
		SP:Iteration 11Q (9058.690000 sec): 3 clusters
  Score: Raw -7152427.705759 + Penalty 3584.467634 = -7148843.238126
  nChanged 915
		SP:Iteration 12Q (9058.830000 sec): 3 clusters
  Score: Raw -7153199.161372 + Penalty 3584.467634 = -7149614.693738
  nChanged 518
		SP:Iteration 13Q (9058.950000 sec): 3 clusters
  Score: Raw -7153659.792600 + Penalty 3584.467634 = -7150075.324967
  nChanged 254
		SP:Iteration 14Q (9059.070000 sec): 3 clusters
  Score: Raw -7153885.893963 + Penalty 3584.467634 = -7150301.426329
  nChanged 111
		SP:Iteration 15Q (9059.190000 sec): 3 clusters
  Score: Raw -7153973.858617 + Penalty 3584.467634 = -7150389.390983
  nChanged 54
		SP:Iteration 16Q (9059.310000 sec): 3 clusters
  Score: Raw -7154019.514761 + Penalty 3584.467634 = -7150435.047127
  nChanged 46
		SP:Iteration 17Q (9059.420000 sec): 3 clusters
  Score: Raw -7154061.813201 + Penalty 3584.467634 = -7150477.345567
  nChanged 38
		SP:Iteration 18Q (9059.540000 sec): 3 clusters
  Score: Raw -7154094.996379 + Penalty 3584.467634 = -7150510.528746
  nChanged 25
		SP:Iteration 19Q (9059.650000 sec): 3 clusters
  Score: Raw -7154119.696916 + Penalty 3584.467634 = -7150535.229283
  nChanged 18
		SP:Iteration 20F (9059.810000 sec): 3 clusters
  Score: Raw -7154139.914194 + Penalty 3584.467634 = -7150555.446561
  nChanged 16
		SP:Iteration 21Q (9059.930000 sec): 3 clusters
  Score: Raw -7154152.491650 + Penalty 3584.467634 = -7150568.024016
  nChanged 7
		SP:Iteration 22Q (9060.040000 sec): 3 clusters
  Score: Raw -7154159.874214 + Penalty 3584.467634 = -7150575.406580
  nChanged 7
		SP:Iteration 23Q (9060.150000 sec): 3 clusters
  Score: Raw -7154165.885328 + Penalty 3584.467634 = -7150581.417695
  nChanged 5
		SP:Iteration 24Q (9060.270000 sec): 3 clusters
  Score: Raw -7154168.861356 + Penalty 3584.467634 = -7150584.393723
  nChanged 3
		SP:Iteration 25Q (9060.380000 sec): 3 clusters
  Score: Raw -7154171.376761 + Penalty 3584.467634 = -7150586.909127
  nChanged 2
		SP:Iteration 26Q (9060.490000 sec): 3 clusters
  Score: Raw -7154172.701093 + Penalty 3584.467634 = -7150588.233459
  nChanged 1
		SP:Iteration 27Q (9060.610000 sec): 3 clusters
  Score: Raw -7154173.111589 + Penalty 3584.467634 = -7150588.643956
  nChanged 0
		SP:Iteration 28F (9060.770000 sec): 3 clusters
  Score: Raw -7154173.111589 + Penalty 3584.467634 = -7150588.643956
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9060.800000 sec): 2 clusters
  Score: Raw -52960.008259 + Penalty 1030.880571 = -51929.127689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9060.800000 sec): 3 clusters
  Score: Raw -52911.490129 + Penalty 2061.761141 = -50849.728988
  nChanged 143
		SP:Iteration 1F (9060.800000 sec): 3 clusters
  Score: Raw -53111.236231 + Penalty 2061.761141 = -51049.475090
  nChanged 39
		SP:Iteration 2F (9060.800000 sec): 3 clusters
  Score: Raw -53179.531041 + Penalty 2061.761141 = -51117.769900
  nChanged 20
		SP:Iteration 3Q (9060.810000 sec): 3 clusters
  Score: Raw -53214.111985 + Penalty 2061.761141 = -51152.350844
  nChanged 15
		SP:Iteration 4Q (9060.810000 sec): 3 clusters
  Score: Raw -53234.195537 + Penalty 2061.761141 = -51172.434396
  nChanged 12
		SP:Iteration 5Q (9060.810000 sec): 3 clusters
  Score: Raw -53254.773464 + Penalty 2061.761141 = -51193.012323
  nChanged 6
		SP:Iteration 6Q (9060.810000 sec): 3 clusters
  Score: Raw -53262.325037 + Penalty 2061.761141 = -51200.563896
  nChanged 5
		SP:Iteration 7Q (9060.810000 sec): 3 clusters
  Score: Raw -53267.942982 + Penalty 2061.761141 = -51206.181841
  nChanged 6
		SP:Iteration 8Q (9060.810000 sec): 3 clusters
  Score: Raw -53274.376480 + Penalty 2061.761141 = -51212.615339
  nChanged 2
		SP:Iteration 9Q (9060.810000 sec): 3 clusters
  Score: Raw -53276.233200 + Penalty 2061.761141 = -51214.472059
  nChanged 0
		SP:Iteration 10F (9060.810000 sec): 3 clusters
  Score: Raw -53276.233200 + Penalty 2061.761141 = -51214.472059
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9060.830000 sec): 2 clusters
  Score: Raw -447257.790259 + Penalty 1345.368339 = -445912.421920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9060.840000 sec): 3 clusters
  Score: Raw -445272.677254 + Penalty 2690.736678 = -442581.940577
  nChanged 1536
		SP:Iteration 1F (9060.850000 sec): 3 clusters
  Score: Raw -446124.414907 + Penalty 2690.736678 = -443433.678230
  nChanged 329
		SP:Iteration 2F (9060.860000 sec): 3 clusters
  Score: Raw -446338.695676 + Penalty 2690.736678 = -443647.958998
  nChanged 241
		SP:Iteration 3F (9060.870000 sec): 3 clusters
  Score: Raw -446505.153894 + Penalty 2690.736678 = -443814.417216
  nChanged 193
		SP:Iteration 4Q (9060.880000 sec): 3 clusters
  Score: Raw -446631.010400 + Penalty 2690.736678 = -443940.273723
  nChanged 156
		SP:Iteration 5Q (9060.890000 sec): 3 clusters
  Score: Raw -446717.973841 + Penalty 2690.736678 = -444027.237164
  nChanged 126
		SP:Iteration 6Q (9060.900000 sec): 3 clusters
  Score: Raw -446793.985415 + Penalty 2690.736678 = -444103.248737
  nChanged 131
		SP:Iteration 7Q (9060.910000 sec): 3 clusters
  Score: Raw -446871.352619 + Penalty 2690.736678 = -444180.615942
  nChanged 120
		SP:Iteration 8Q (9060.920000 sec): 3 clusters
  Score: Raw -446947.885288 + Penalty 2690.736678 = -444257.148610
  nChanged 121
		SP:Iteration 9Q (9060.930000 sec): 3 clusters
  Score: Raw -447036.429150 + Penalty 2690.736678 = -444345.692472
  nChanged 125
		SP:Iteration 10Q (9060.940000 sec): 3 clusters
  Score: Raw -447120.497347 + Penalty 2690.736678 = -444429.760669
  nChanged 106
		SP:Iteration 11Q (9060.950000 sec): 3 clusters
  Score: Raw -447188.261610 + Penalty 2690.736678 = -444497.524932
  nChanged 93
		SP:Iteration 12Q (9060.960000 sec): 3 clusters
  Score: Raw -447252.647059 + Penalty 2690.736678 = -444561.910381
  nChanged 89
		SP:Iteration 13Q (9060.970000 sec): 3 clusters
  Score: Raw -447307.741570 + Penalty 2690.736678 = -444617.004893
  nChanged 68
		SP:Iteration 14Q (9060.980000 sec): 3 clusters
  Score: Raw -447351.006764 + Penalty 2690.736678 = -444660.270086
  nChanged 68
		SP:Iteration 15Q (9060.990000 sec): 3 clusters
  Score: Raw -447407.797868 + Penalty 2690.736678 = -444717.061190
  nChanged 69
		SP:Iteration 16Q (9061.000000 sec): 3 clusters
  Score: Raw -447462.808678 + Penalty 2690.736678 = -444772.072000
  nChanged 86
		SP:Iteration 17Q (9061.010000 sec): 3 clusters
  Score: Raw -447541.091984 + Penalty 2690.736678 = -444850.355307
  nChanged 88
		SP:Iteration 18Q (9061.020000 sec): 3 clusters
  Score: Raw -447622.028941 + Penalty 2690.736678 = -444931.292264
  nChanged 69
		SP:Iteration 19Q (9061.030000 sec): 3 clusters
  Score: Raw -447676.751319 + Penalty 2690.736678 = -444986.014641
  nChanged 59
		SP:Iteration 20F (9061.030000 sec): 3 clusters
  Score: Raw -447718.107565 + Penalty 2690.736678 = -445027.370888
  nChanged 44
		SP:Iteration 21Q (9061.040000 sec): 3 clusters
  Score: Raw -447735.039901 + Penalty 2690.736678 = -445044.303224
  nChanged 10
		SP:Iteration 22Q (9061.050000 sec): 3 clusters
  Score: Raw -447739.066656 + Penalty 2690.736678 = -445048.329978
  nChanged 12
		SP:Iteration 23Q (9061.060000 sec): 3 clusters
  Score: Raw -447745.199327 + Penalty 2690.736678 = -445054.462650
  nChanged 18
		SP:Iteration 24Q (9061.070000 sec): 3 clusters
  Score: Raw -447754.339650 + Penalty 2690.736678 = -445063.602972
  nChanged 13
		SP:Iteration 25Q (9061.080000 sec): 3 clusters
  Score: Raw -447760.798106 + Penalty 2690.736678 = -445070.061428
  nChanged 12
		SP:Iteration 26Q (9061.090000 sec): 3 clusters
  Score: Raw -447766.745915 + Penalty 2690.736678 = -445076.009237
  nChanged 15
		SP:Iteration 27Q (9061.090000 sec): 3 clusters
  Score: Raw -447773.257775 + Penalty 2690.736678 = -445082.521098
  nChanged 11
		SP:Iteration 28Q (9061.100000 sec): 3 clusters
  Score: Raw -447777.685514 + Penalty 2690.736678 = -445086.948837
  nChanged 13
		SP:Iteration 29Q (9061.110000 sec): 3 clusters
  Score: Raw -447785.324953 + Penalty 2690.736678 = -445094.588275
  nChanged 10
		SP:Iteration 30Q (9061.120000 sec): 3 clusters
  Score: Raw -447790.073893 + Penalty 2690.736678 = -445099.337216
  nChanged 10
		SP:Iteration 31Q (9061.130000 sec): 3 clusters
  Score: Raw -447795.591346 + Penalty 2690.736678 = -445104.854668
  nChanged 13
		SP:Iteration 32Q (9061.140000 sec): 3 clusters
  Score: Raw -447803.672239 + Penalty 2690.736678 = -445112.935562
  nChanged 18
		SP:Iteration 33Q (9061.150000 sec): 3 clusters
  Score: Raw -447810.813046 + Penalty 2690.736678 = -445120.076368
  nChanged 15
		SP:Iteration 34Q (9061.150000 sec): 3 clusters
  Score: Raw -447818.230854 + Penalty 2690.736678 = -445127.494176
  nChanged 17
		SP:Iteration 35Q (9061.160000 sec): 3 clusters
  Score: Raw -447826.984855 + Penalty 2690.736678 = -445136.248178
  nChanged 20
		SP:Iteration 36Q (9061.170000 sec): 3 clusters
  Score: Raw -447842.447934 + Penalty 2690.736678 = -445151.711256
  nChanged 27
		SP:Iteration 37Q (9061.180000 sec): 3 clusters
  Score: Raw -447860.222198 + Penalty 2690.736678 = -445169.485520
  nChanged 26
		SP:Iteration 38Q (9061.190000 sec): 3 clusters
  Score: Raw -447878.032580 + Penalty 2690.736678 = -445187.295903
  nChanged 28
		SP:Iteration 39Q (9061.190000 sec): 3 clusters
  Score: Raw -447896.150319 + Penalty 2690.736678 = -445205.413642
  nChanged 25
		SP:Iteration 40F (9061.200000 sec): 3 clusters
  Score: Raw -447916.567903 + Penalty 2690.736678 = -445225.831225
  nChanged 26
		SP:Iteration 41Q (9061.210000 sec): 3 clusters
  Score: Raw -447930.337151 + Penalty 2690.736678 = -445239.600473
  nChanged 20
		SP:Iteration 42Q (9061.220000 sec): 3 clusters
  Score: Raw -447938.888023 + Penalty 2690.736678 = -445248.151346
  nChanged 14
		SP:Iteration 43Q (9061.230000 sec): 3 clusters
  Score: Raw -447945.385135 + Penalty 2690.736678 = -445254.648457
  nChanged 12
		SP:Iteration 44Q (9061.240000 sec): 3 clusters
  Score: Raw -447950.568414 + Penalty 2690.736678 = -445259.831736
  nChanged 12
		SP:Iteration 45Q (9061.250000 sec): 3 clusters
  Score: Raw -447955.078508 + Penalty 2690.736678 = -445264.341831
  nChanged 7
		SP:Iteration 46Q (9061.250000 sec): 3 clusters
  Score: Raw -447957.324287 + Penalty 2690.736678 = -445266.587610
  nChanged 4
		SP:Iteration 47Q (9061.260000 sec): 3 clusters
  Score: Raw -447958.156929 + Penalty 2690.736678 = -445267.420252
  nChanged 7
		SP:Iteration 48Q (9061.270000 sec): 3 clusters
  Score: Raw -447959.846319 + Penalty 2690.736678 = -445269.109642
  nChanged 7
		SP:Iteration 49Q (9061.280000 sec): 3 clusters
  Score: Raw -447961.331730 + Penalty 2690.736678 = -445270.595053
  nChanged 3
		SP:Iteration 50Q (9061.290000 sec): 3 clusters
  Score: Raw -447961.960693 + Penalty 2690.736678 = -445271.224015
  nChanged 4
		SP:Iteration 51Q (9061.290000 sec): 3 clusters
  Score: Raw -447963.241750 + Penalty 2690.736678 = -445272.505072
  nChanged 3
		SP:Iteration 52Q (9061.300000 sec): 3 clusters
  Score: Raw -447963.822569 + Penalty 2690.736678 = -445273.085892
  nChanged 3
		SP:Iteration 53Q (9061.310000 sec): 3 clusters
  Score: Raw -447964.345117 + Penalty 2690.736678 = -445273.608439
  nChanged 2
		SP:Iteration 54Q (9061.320000 sec): 3 clusters
  Score: Raw -447964.521753 + Penalty 2690.736678 = -445273.785075
  nChanged 0
		SP:Iteration 55F (9061.330000 sec): 3 clusters
  Score: Raw -447964.521753 + Penalty 2690.736678 = -445273.785075
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9061.340000 sec): 2 clusters
  Score: Raw -105506.180495 + Penalty 1117.895318 = -104388.285176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9061.340000 sec): 3 clusters
  Score: Raw -105212.088759 + Penalty 2235.790636 = -102976.298123
  nChanged 262
		SP:Iteration 1F (9061.340000 sec): 3 clusters
  Score: Raw -105541.175664 + Penalty 2235.790636 = -103305.385028
  nChanged 105
		SP:Iteration 2F (9061.340000 sec): 3 clusters
  Score: Raw -105790.618706 + Penalty 2235.790636 = -103554.828070
  nChanged 64
		SP:Iteration 3F (9061.350000 sec): 3 clusters
  Score: Raw -105938.640111 + Penalty 2235.790636 = -103702.849475
  nChanged 58
		SP:Iteration 4F (9061.350000 sec): 3 clusters
  Score: Raw -106072.873585 + Penalty 2235.790636 = -103837.082948
  nChanged 53
		SP:Iteration 5F (9061.350000 sec): 3 clusters
  Score: Raw -106232.790092 + Penalty 2235.790636 = -103996.999456
  nChanged 49
		SP:Iteration 6F (9061.350000 sec): 3 clusters
  Score: Raw -106396.978949 + Penalty 2235.790636 = -104161.188312
  nChanged 48
		SP:Iteration 7Q (9061.350000 sec): 3 clusters
  Score: Raw -106504.945889 + Penalty 2235.790636 = -104269.155253
  nChanged 27
		SP:Iteration 8Q (9061.360000 sec): 3 clusters
  Score: Raw -106560.351567 + Penalty 2235.790636 = -104324.560930
  nChanged 14
		SP:Iteration 9Q (9061.360000 sec): 3 clusters
  Score: Raw -106585.184818 + Penalty 2235.790636 = -104349.394182
  nChanged 7
		SP:Iteration 10Q (9061.360000 sec): 3 clusters
  Score: Raw -106598.287659 + Penalty 2235.790636 = -104362.497023
  nChanged 6
		SP:Iteration 11Q (9061.360000 sec): 3 clusters
  Score: Raw -106607.349941 + Penalty 2235.790636 = -104371.559304
  nChanged 6
		SP:Iteration 12Q (9061.370000 sec): 3 clusters
  Score: Raw -106614.175444 + Penalty 2235.790636 = -104378.384807
  nChanged 1
		SP:Iteration 13Q (9061.370000 sec): 3 clusters
  Score: Raw -106615.456452 + Penalty 2235.790636 = -104379.665816
  nChanged 0
		SP:Iteration 14F (9061.370000 sec): 3 clusters
  Score: Raw -106615.456452 + Penalty 2235.790636 = -104379.665816
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (14030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9061.420000 sec): 2 clusters
  Score: Raw -1565158.165636 + Penalty 1551.704891 = -1563606.460745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9061.460000 sec): 3 clusters
  Score: Raw -1557078.346237 + Penalty 3103.409781 = -1553974.936456
  nChanged 6096
		SP:Iteration 1F (9061.490000 sec): 3 clusters
  Score: Raw -1560596.093705 + Penalty 3103.409781 = -1557492.683923
  nChanged 936
		SP:Iteration 2F (9061.530000 sec): 3 clusters
  Score: Raw -1561166.299110 + Penalty 3103.409781 = -1558062.889329
  nChanged 910
		SP:Iteration 3F (9061.570000 sec): 3 clusters
  Score: Raw -1561753.538126 + Penalty 3103.409781 = -1558650.128344
  nChanged 830
		SP:Iteration 4F (9061.600000 sec): 3 clusters
  Score: Raw -1562291.529213 + Penalty 3103.409781 = -1559188.119432
  nChanged 815
		SP:Iteration 5F (9061.640000 sec): 3 clusters
  Score: Raw -1562820.341912 + Penalty 3103.409781 = -1559716.932130
  nChanged 770
		SP:Iteration 6F (9061.670000 sec): 3 clusters
  Score: Raw -1563318.349225 + Penalty 3103.409781 = -1560214.939444
  nChanged 704
		SP:Iteration 7F (9061.710000 sec): 3 clusters
  Score: Raw -1563793.758795 + Penalty 3103.409781 = -1560690.349014
  nChanged 647
		SP:Iteration 8Q (9061.740000 sec): 3 clusters
  Score: Raw -1564219.303590 + Penalty 3103.409781 = -1561115.893809
  nChanged 553
		SP:Iteration 9Q (9061.780000 sec): 3 clusters
  Score: Raw -1564509.482798 + Penalty 3103.409781 = -1561406.073016
  nChanged 391
		SP:Iteration 10Q (9061.810000 sec): 3 clusters
  Score: Raw -1564663.746475 + Penalty 3103.409781 = -1561560.336694
  nChanged 310
		SP:Iteration 11Q (9061.850000 sec): 3 clusters
  Score: Raw -1564775.072781 + Penalty 3103.409781 = -1561671.663000
  nChanged 260
		SP:Iteration 12Q (9061.880000 sec): 3 clusters
  Score: Raw -1564859.927303 + Penalty 3103.409781 = -1561756.517522
  nChanged 206
		SP:Iteration 13Q (9061.910000 sec): 3 clusters
  Score: Raw -1564923.019289 + Penalty 3103.409781 = -1561819.609508
  nChanged 172
		SP:Iteration 14Q (9061.950000 sec): 3 clusters
  Score: Raw -1564972.096092 + Penalty 3103.409781 = -1561868.686310
  nChanged 156
		SP:Iteration 15Q (9061.980000 sec): 3 clusters
  Score: Raw -1565009.715207 + Penalty 3103.409781 = -1561906.305425
  nChanged 125
		SP:Iteration 16Q (9062.010000 sec): 3 clusters
  Score: Raw -1565037.159981 + Penalty 3103.409781 = -1561933.750200
  nChanged 119
		SP:Iteration 17Q (9062.050000 sec): 3 clusters
  Score: Raw -1565064.309857 + Penalty 3103.409781 = -1561960.900076
  nChanged 110
		SP:Iteration 18Q (9062.090000 sec): 3 clusters
  Score: Raw -1565092.246177 + Penalty 3103.409781 = -1561988.836396
  nChanged 110
		SP:Iteration 19Q (9062.120000 sec): 3 clusters
  Score: Raw -1565117.900958 + Penalty 3103.409781 = -1562014.491176
  nChanged 114
		SP:Iteration 20F (9062.150000 sec): 3 clusters
  Score: Raw -1565144.857077 + Penalty 3103.409781 = -1562041.447295
  nChanged 118
		SP:Iteration 21Q (9062.190000 sec): 3 clusters
  Score: Raw -1565168.001277 + Penalty 3103.409781 = -1562064.591496
  nChanged 94
		SP:Iteration 22Q (9062.220000 sec): 3 clusters
  Score: Raw -1565185.223272 + Penalty 3103.409781 = -1562081.813490
  nChanged 87
		SP:Iteration 23Q (9062.250000 sec): 3 clusters
  Score: Raw -1565202.834456 + Penalty 3103.409781 = -1562099.424675
  nChanged 91
		SP:Iteration 24Q (9062.290000 sec): 3 clusters
  Score: Raw -1565221.800613 + Penalty 3103.409781 = -1562118.390832
  nChanged 93
		SP:Iteration 25Q (9062.320000 sec): 3 clusters
  Score: Raw -1565239.034180 + Penalty 3103.409781 = -1562135.624398
  nChanged 91
		SP:Iteration 26Q (9062.350000 sec): 3 clusters
  Score: Raw -1565260.194587 + Penalty 3103.409781 = -1562156.784806
  nChanged 98
		SP:Iteration 27Q (9062.380000 sec): 3 clusters
  Score: Raw -1565280.850597 + Penalty 3103.409781 = -1562177.440816
  nChanged 92
		SP:Iteration 28Q (9062.410000 sec): 3 clusters
  Score: Raw -1565299.948262 + Penalty 3103.409781 = -1562196.538481
  nChanged 84
		SP:Iteration 29Q (9062.450000 sec): 3 clusters
  Score: Raw -1565319.635092 + Penalty 3103.409781 = -1562216.225310
  nChanged 84
		SP:Iteration 30Q (9062.480000 sec): 3 clusters
  Score: Raw -1565339.670089 + Penalty 3103.409781 = -1562236.260308
  nChanged 87
		SP:Iteration 31Q (9062.510000 sec): 3 clusters
  Score: Raw -1565361.065991 + Penalty 3103.409781 = -1562257.656210
  nChanged 94
		SP:Iteration 32Q (9062.540000 sec): 3 clusters
  Score: Raw -1565385.544970 + Penalty 3103.409781 = -1562282.135188
  nChanged 84
		SP:Iteration 33Q (9062.570000 sec): 3 clusters
  Score: Raw -1565402.905020 + Penalty 3103.409781 = -1562299.495239
  nChanged 73
		SP:Iteration 34Q (9062.610000 sec): 3 clusters
  Score: Raw -1565418.788973 + Penalty 3103.409781 = -1562315.379192
  nChanged 69
		SP:Iteration 35Q (9062.640000 sec): 3 clusters
  Score: Raw -1565435.642287 + Penalty 3103.409781 = -1562332.232506
  nChanged 68
		SP:Iteration 36Q (9062.670000 sec): 3 clusters
  Score: Raw -1565450.897070 + Penalty 3103.409781 = -1562347.487289
  nChanged 65
		SP:Iteration 37Q (9062.710000 sec): 3 clusters
  Score: Raw -1565465.451180 + Penalty 3103.409781 = -1562362.041398
  nChanged 57
		SP:Iteration 38Q (9062.730000 sec): 3 clusters
  Score: Raw -1565478.544828 + Penalty 3103.409781 = -1562375.135046
  nChanged 48
		SP:Iteration 39Q (9062.770000 sec): 3 clusters
  Score: Raw -1565489.579086 + Penalty 3103.409781 = -1562386.169305
  nChanged 53
		SP:Iteration 40F (9062.800000 sec): 3 clusters
  Score: Raw -1565503.189966 + Penalty 3103.409781 = -1562399.780184
  nChanged 61
		SP:Iteration 41Q (9062.830000 sec): 3 clusters
  Score: Raw -1565520.552460 + Penalty 3103.409781 = -1562417.142678
  nChanged 44
		SP:Iteration 42Q (9062.870000 sec): 3 clusters
  Score: Raw -1565529.799886 + Penalty 3103.409781 = -1562426.390105
  nChanged 44
		SP:Iteration 43Q (9062.890000 sec): 3 clusters
  Score: Raw -1565538.247388 + Penalty 3103.409781 = -1562434.837607
  nChanged 38
		SP:Iteration 44Q (9062.930000 sec): 3 clusters
  Score: Raw -1565546.267612 + Penalty 3103.409781 = -1562442.857831
  nChanged 41
		SP:Iteration 45Q (9062.960000 sec): 3 clusters
  Score: Raw -1565553.083721 + Penalty 3103.409781 = -1562449.673939
  nChanged 27
		SP:Iteration 46Q (9062.990000 sec): 3 clusters
  Score: Raw -1565557.788863 + Penalty 3103.409781 = -1562454.379082
  nChanged 35
		SP:Iteration 47Q (9063.020000 sec): 3 clusters
  Score: Raw -1565564.554054 + Penalty 3103.409781 = -1562461.144273
  nChanged 32
		SP:Iteration 48Q (9063.060000 sec): 3 clusters
  Score: Raw -1565571.206284 + Penalty 3103.409781 = -1562467.796503
  nChanged 41
		SP:Iteration 49Q (9063.080000 sec): 3 clusters
  Score: Raw -1565580.990386 + Penalty 3103.409781 = -1562477.580604
  nChanged 41
		SP:Iteration 50Q (9063.120000 sec): 3 clusters
  Score: Raw -1565592.402779 + Penalty 3103.409781 = -1562488.992997
  nChanged 43
		SP:Iteration 51Q (9063.150000 sec): 3 clusters
  Score: Raw -1565605.218002 + Penalty 3103.409781 = -1562501.808221
  nChanged 38
		SP:Iteration 52Q (9063.180000 sec): 3 clusters
  Score: Raw -1565616.444325 + Penalty 3103.409781 = -1562513.034544
  nChanged 45
		SP:Iteration 53Q (9063.210000 sec): 3 clusters
  Score: Raw -1565629.475009 + Penalty 3103.409781 = -1562526.065228
  nChanged 35
		SP:Iteration 54Q (9063.240000 sec): 3 clusters
  Score: Raw -1565639.446984 + Penalty 3103.409781 = -1562536.037203
  nChanged 30
		SP:Iteration 55Q (9063.270000 sec): 3 clusters
  Score: Raw -1565647.301489 + Penalty 3103.409781 = -1562543.891708
  nChanged 25
		SP:Iteration 56Q (9063.300000 sec): 3 clusters
  Score: Raw -1565652.430362 + Penalty 3103.409781 = -1562549.020581
  nChanged 24
		SP:Iteration 57Q (9063.330000 sec): 3 clusters
  Score: Raw -1565657.647614 + Penalty 3103.409781 = -1562554.237832
  nChanged 19
		SP:Iteration 58Q (9063.360000 sec): 3 clusters
  Score: Raw -1565663.391765 + Penalty 3103.409781 = -1562559.981984
  nChanged 18
		SP:Iteration 59Q (9063.390000 sec): 3 clusters
  Score: Raw -1565668.324583 + Penalty 3103.409781 = -1562564.914802
  nChanged 18
		SP:Iteration 60F (9063.430000 sec): 3 clusters
  Score: Raw -1565672.319753 + Penalty 3103.409781 = -1562568.909972
  nChanged 20
		SP:Iteration 61Q (9063.460000 sec): 3 clusters
  Score: Raw -1565678.784892 + Penalty 3103.409781 = -1562575.375110
  nChanged 33
		SP:Iteration 62Q (9063.490000 sec): 3 clusters
  Score: Raw -1565691.259507 + Penalty 3103.409781 = -1562587.849726
  nChanged 31
		SP:Iteration 63Q (9063.520000 sec): 3 clusters
  Score: Raw -1565701.470167 + Penalty 3103.409781 = -1562598.060386
  nChanged 33
		SP:Iteration 64Q (9063.540000 sec): 3 clusters
  Score: Raw -1565716.092745 + Penalty 3103.409781 = -1562612.682964
  nChanged 35
		SP:Iteration 65Q (9063.580000 sec): 3 clusters
  Score: Raw -1565728.904657 + Penalty 3103.409781 = -1562625.494876
  nChanged 29
		SP:Iteration 66Q (9063.600000 sec): 3 clusters
  Score: Raw -1565739.374624 + Penalty 3103.409781 = -1562635.964842
  nChanged 26
		SP:Iteration 67Q (9063.630000 sec): 3 clusters
  Score: Raw -1565751.009647 + Penalty 3103.409781 = -1562647.599866
  nChanged 35
		SP:Iteration 68Q (9063.660000 sec): 3 clusters
  Score: Raw -1565770.481808 + Penalty 3103.409781 = -1562667.072027
  nChanged 30
		SP:Iteration 69Q (9063.690000 sec): 3 clusters
  Score: Raw -1565794.423989 + Penalty 3103.409781 = -1562691.014207
  nChanged 35
		SP:Iteration 70Q (9063.720000 sec): 3 clusters
  Score: Raw -1565819.873984 + Penalty 3103.409781 = -1562716.464203
  nChanged 40
		SP:Iteration 71Q (9063.750000 sec): 3 clusters
  Score: Raw -1565856.258767 + Penalty 3103.409781 = -1562752.848986
  nChanged 47
		SP:Iteration 72Q (9063.780000 sec): 3 clusters
  Score: Raw -1565891.921195 + Penalty 3103.409781 = -1562788.511414
  nChanged 40
		SP:Iteration 73Q (9063.800000 sec): 3 clusters
  Score: Raw -1565923.195317 + Penalty 3103.409781 = -1562819.785536
  nChanged 36
		SP:Iteration 74Q (9063.830000 sec): 3 clusters
  Score: Raw -1565943.328378 + Penalty 3103.409781 = -1562839.918597
  nChanged 44
		SP:Iteration 75Q (9063.860000 sec): 3 clusters
  Score: Raw -1565977.321140 + Penalty 3103.409781 = -1562873.911359
  nChanged 44
		SP:Iteration 76Q (9063.890000 sec): 3 clusters
  Score: Raw -1566015.688277 + Penalty 3103.409781 = -1562912.278496
  nChanged 45
		SP:Iteration 77Q (9063.910000 sec): 3 clusters
  Score: Raw -1566034.763145 + Penalty 3103.409781 = -1562931.353364
  nChanged 38
		SP:Iteration 78Q (9063.940000 sec): 3 clusters
  Score: Raw -1566048.702805 + Penalty 3103.409781 = -1562945.293024
  nChanged 31
		SP:Iteration 79Q (9063.970000 sec): 3 clusters
  Score: Raw -1566058.035742 + Penalty 3103.409781 = -1562954.625961
  nChanged 22
		SP:Iteration 80F (9064.000000 sec): 3 clusters
  Score: Raw -1566063.235071 + Penalty 3103.409781 = -1562959.825290
  nChanged 10
		SP:Iteration 81Q (9064.030000 sec): 3 clusters
  Score: Raw -1566065.645614 + Penalty 3103.409781 = -1562962.235833
  nChanged 12
		SP:Iteration 82Q (9064.060000 sec): 3 clusters
  Score: Raw -1566068.191471 + Penalty 3103.409781 = -1562964.781690
  nChanged 11
		SP:Iteration 83Q (9064.080000 sec): 3 clusters
  Score: Raw -1566071.077317 + Penalty 3103.409781 = -1562967.667536
  nChanged 12
		SP:Iteration 84Q (9064.110000 sec): 3 clusters
  Score: Raw -1566074.859423 + Penalty 3103.409781 = -1562971.449642
  nChanged 8
		SP:Iteration 85Q (9064.140000 sec): 3 clusters
  Score: Raw -1566076.391149 + Penalty 3103.409781 = -1562972.981367
  nChanged 10
		SP:Iteration 86Q (9064.160000 sec): 3 clusters
  Score: Raw -1566080.445257 + Penalty 3103.409781 = -1562977.035476
  nChanged 12
		SP:Iteration 87Q (9064.190000 sec): 3 clusters
  Score: Raw -1566083.760732 + Penalty 3103.409781 = -1562980.350950
  nChanged 10
		SP:Iteration 88Q (9064.220000 sec): 3 clusters
  Score: Raw -1566087.808652 + Penalty 3103.409781 = -1562984.398870
  nChanged 11
		SP:Iteration 89Q (9064.240000 sec): 3 clusters
  Score: Raw -1566090.562262 + Penalty 3103.409781 = -1562987.152480
  nChanged 2
		SP:Iteration 90Q (9064.270000 sec): 3 clusters
  Score: Raw -1566091.023839 + Penalty 3103.409781 = -1562987.614058
  nChanged 6
		SP:Iteration 91Q (9064.300000 sec): 3 clusters
  Score: Raw -1566092.240992 + Penalty 3103.409781 = -1562988.831210
  nChanged 6
		SP:Iteration 92Q (9064.320000 sec): 3 clusters
  Score: Raw -1566093.428007 + Penalty 3103.409781 = -1562990.018226
  nChanged 5
		SP:Iteration 93Q (9064.350000 sec): 3 clusters
  Score: Raw -1566094.718723 + Penalty 3103.409781 = -1562991.308942
  nChanged 8
		SP:Iteration 94Q (9064.380000 sec): 3 clusters
  Score: Raw -1566096.682705 + Penalty 3103.409781 = -1562993.272923
  nChanged 9
		SP:Iteration 95Q (9064.400000 sec): 3 clusters
  Score: Raw -1566098.854205 + Penalty 3103.409781 = -1562995.444424
  nChanged 10
		SP:Iteration 96Q (9064.430000 sec): 3 clusters
  Score: Raw -1566101.230641 + Penalty 3103.409781 = -1562997.820860
  nChanged 6
		SP:Iteration 97Q (9064.460000 sec): 3 clusters
  Score: Raw -1566102.154127 + Penalty 3103.409781 = -1562998.744346
  nChanged 4
		SP:Iteration 98Q (9064.490000 sec): 3 clusters
  Score: Raw -1566102.910066 + Penalty 3103.409781 = -1562999.500285
  nChanged 1
		SP:Iteration 99Q (9064.510000 sec): 3 clusters
  Score: Raw -1566103.044643 + Penalty 3103.409781 = -1562999.634861
  nChanged 0
		SP:Iteration 100F (9064.550000 sec): 3 clusters
  Score: Raw -1566103.044643 + Penalty 3103.409781 = -1562999.634861
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (13836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9064.590000 sec): 2 clusters
  Score: Raw -1535651.699660 + Penalty 1549.442240 = -1534102.257420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9064.630000 sec): 3 clusters
  Score: Raw -1527563.878199 + Penalty 3098.884480 = -1524464.993719
  nChanged 6127
		SP:Iteration 1F (9064.670000 sec): 3 clusters
  Score: Raw -1531023.805829 + Penalty 3098.884480 = -1527924.921349
  nChanged 899
		SP:Iteration 2F (9064.700000 sec): 3 clusters
  Score: Raw -1531481.708094 + Penalty 3098.884480 = -1528382.823614
  nChanged 811
		SP:Iteration 3F (9064.740000 sec): 3 clusters
  Score: Raw -1531935.142837 + Penalty 3098.884480 = -1528836.258357
  nChanged 851
		SP:Iteration 4F (9064.780000 sec): 3 clusters
  Score: Raw -1532434.308479 + Penalty 3098.884480 = -1529335.423999
  nChanged 824
		SP:Iteration 5F (9064.820000 sec): 3 clusters
  Score: Raw -1532918.257473 + Penalty 3098.884480 = -1529819.372993
  nChanged 756
		SP:Iteration 6F (9064.860000 sec): 3 clusters
  Score: Raw -1533359.629286 + Penalty 3098.884480 = -1530260.744805
  nChanged 698
		SP:Iteration 7F (9064.890000 sec): 3 clusters
  Score: Raw -1533784.273263 + Penalty 3098.884480 = -1530685.388783
  nChanged 623
		SP:Iteration 8Q (9064.930000 sec): 3 clusters
  Score: Raw -1534169.681709 + Penalty 3098.884480 = -1531070.797229
  nChanged 571
		SP:Iteration 9Q (9064.970000 sec): 3 clusters
  Score: Raw -1534530.939362 + Penalty 3098.884480 = -1531432.054882
  nChanged 502
		SP:Iteration 10Q (9065.000000 sec): 3 clusters
  Score: Raw -1534859.674389 + Penalty 3098.884480 = -1531760.789908
  nChanged 464
		SP:Iteration 11Q (9065.030000 sec): 3 clusters
  Score: Raw -1535172.111268 + Penalty 3098.884480 = -1532073.226788
  nChanged 398
		SP:Iteration 12Q (9065.070000 sec): 3 clusters
  Score: Raw -1535440.292194 + Penalty 3098.884480 = -1532341.407714
  nChanged 314
		SP:Iteration 13Q (9065.100000 sec): 3 clusters
  Score: Raw -1535663.304935 + Penalty 3098.884480 = -1532564.420455
  nChanged 242
		SP:Iteration 14Q (9065.130000 sec): 3 clusters
  Score: Raw -1535825.139206 + Penalty 3098.884480 = -1532726.254726
  nChanged 178
		SP:Iteration 15Q (9065.160000 sec): 3 clusters
  Score: Raw -1535935.351914 + Penalty 3098.884480 = -1532836.467434
  nChanged 126
		SP:Iteration 16Q (9065.190000 sec): 3 clusters
  Score: Raw -1536018.423481 + Penalty 3098.884480 = -1532919.539001
  nChanged 85
		SP:Iteration 17Q (9065.230000 sec): 3 clusters
  Score: Raw -1536069.618144 + Penalty 3098.884480 = -1532970.733664
  nChanged 60
		SP:Iteration 18Q (9065.260000 sec): 3 clusters
  Score: Raw -1536107.012151 + Penalty 3098.884480 = -1533008.127671
  nChanged 37
		SP:Iteration 19Q (9065.290000 sec): 3 clusters
  Score: Raw -1536135.834698 + Penalty 3098.884480 = -1533036.950218
  nChanged 23
		SP:Iteration 20F (9065.320000 sec): 3 clusters
  Score: Raw -1536155.146961 + Penalty 3098.884480 = -1533056.262481
  nChanged 22
		SP:Iteration 21Q (9065.350000 sec): 3 clusters
  Score: Raw -1536175.500644 + Penalty 3098.884480 = -1533076.616163
  nChanged 15
		SP:Iteration 22Q (9065.380000 sec): 3 clusters
  Score: Raw -1536190.227677 + Penalty 3098.884480 = -1533091.343197
  nChanged 12
		SP:Iteration 23Q (9065.410000 sec): 3 clusters
  Score: Raw -1536196.396648 + Penalty 3098.884480 = -1533097.512167
  nChanged 10
		SP:Iteration 24Q (9065.440000 sec): 3 clusters
  Score: Raw -1536204.193554 + Penalty 3098.884480 = -1533105.309074
  nChanged 10
		SP:Iteration 25Q (9065.470000 sec): 3 clusters
  Score: Raw -1536208.604741 + Penalty 3098.884480 = -1533109.720261
  nChanged 3
		SP:Iteration 26Q (9065.490000 sec): 3 clusters
  Score: Raw -1536209.391735 + Penalty 3098.884480 = -1533110.507255
  nChanged 0
		SP:Iteration 27F (9065.530000 sec): 3 clusters
  Score: Raw -1536209.391735 + Penalty 3098.884480 = -1533110.507255
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9065.570000 sec): 2 clusters
  Score: Raw -1211462.612776 + Penalty 1501.578248 = -1209961.034528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9065.600000 sec): 3 clusters
  Score: Raw -1205645.755352 + Penalty 3003.156497 = -1202642.598855
  nChanged 4441
		SP:Iteration 1F (9065.630000 sec): 3 clusters
  Score: Raw -1208154.408615 + Penalty 3003.156497 = -1205151.252118
  nChanged 702
		SP:Iteration 2F (9065.660000 sec): 3 clusters
  Score: Raw -1208533.853470 + Penalty 3003.156497 = -1205530.696973
  nChanged 658
		SP:Iteration 3F (9065.690000 sec): 3 clusters
  Score: Raw -1208934.798906 + Penalty 3003.156497 = -1205931.642409
  nChanged 640
		SP:Iteration 4F (9065.720000 sec): 3 clusters
  Score: Raw -1209351.322909 + Penalty 3003.156497 = -1206348.166412
  nChanged 606
		SP:Iteration 5F (9065.740000 sec): 3 clusters
  Score: Raw -1209738.379833 + Penalty 3003.156497 = -1206735.223336
  nChanged 534
		SP:Iteration 6F (9065.770000 sec): 3 clusters
  Score: Raw -1210066.823213 + Penalty 3003.156497 = -1207063.666716
  nChanged 458
		SP:Iteration 7Q (9065.800000 sec): 3 clusters
  Score: Raw -1210343.127327 + Penalty 3003.156497 = -1207339.970830
  nChanged 404
		SP:Iteration 8Q (9065.820000 sec): 3 clusters
  Score: Raw -1210585.056422 + Penalty 3003.156497 = -1207581.899925
  nChanged 339
		SP:Iteration 9Q (9065.850000 sec): 3 clusters
  Score: Raw -1210787.936627 + Penalty 3003.156497 = -1207784.780131
  nChanged 256
		SP:Iteration 10Q (9065.870000 sec): 3 clusters
  Score: Raw -1210943.152089 + Penalty 3003.156497 = -1207939.995592
  nChanged 209
		SP:Iteration 11Q (9065.900000 sec): 3 clusters
  Score: Raw -1211070.240770 + Penalty 3003.156497 = -1208067.084274
  nChanged 196
		SP:Iteration 12Q (9065.920000 sec): 3 clusters
  Score: Raw -1211200.139001 + Penalty 3003.156497 = -1208196.982504
  nChanged 152
		SP:Iteration 13Q (9065.950000 sec): 3 clusters
  Score: Raw -1211293.011372 + Penalty 3003.156497 = -1208289.854875
  nChanged 135
		SP:Iteration 14Q (9065.970000 sec): 3 clusters
  Score: Raw -1211372.874952 + Penalty 3003.156497 = -1208369.718455
  nChanged 112
		SP:Iteration 15Q (9066.000000 sec): 3 clusters
  Score: Raw -1211431.197696 + Penalty 3003.156497 = -1208428.041199
  nChanged 76
		SP:Iteration 16Q (9066.020000 sec): 3 clusters
  Score: Raw -1211473.019661 + Penalty 3003.156497 = -1208469.863164
  nChanged 69
		SP:Iteration 17Q (9066.040000 sec): 3 clusters
  Score: Raw -1211510.455276 + Penalty 3003.156497 = -1208507.298779
  nChanged 70
		SP:Iteration 18Q (9066.060000 sec): 3 clusters
  Score: Raw -1211547.459685 + Penalty 3003.156497 = -1208544.303188
  nChanged 54
		SP:Iteration 19Q (9066.080000 sec): 3 clusters
  Score: Raw -1211578.013022 + Penalty 3003.156497 = -1208574.856525
  nChanged 47
		SP:Iteration 20F (9066.110000 sec): 3 clusters
  Score: Raw -1211603.003404 + Penalty 3003.156497 = -1208599.846908
  nChanged 43
		SP:Iteration 21Q (9066.130000 sec): 3 clusters
  Score: Raw -1211623.637172 + Penalty 3003.156497 = -1208620.480675
  nChanged 34
		SP:Iteration 22Q (9066.160000 sec): 3 clusters
  Score: Raw -1211638.571788 + Penalty 3003.156497 = -1208635.415291
  nChanged 30
		SP:Iteration 23Q (9066.180000 sec): 3 clusters
  Score: Raw -1211648.929972 + Penalty 3003.156497 = -1208645.773475
  nChanged 23
		SP:Iteration 24Q (9066.200000 sec): 3 clusters
  Score: Raw -1211659.320802 + Penalty 3003.156497 = -1208656.164305
  nChanged 17
		SP:Iteration 25Q (9066.220000 sec): 3 clusters
  Score: Raw -1211665.343833 + Penalty 3003.156497 = -1208662.187337
  nChanged 16
		SP:Iteration 26Q (9066.240000 sec): 3 clusters
  Score: Raw -1211673.040303 + Penalty 3003.156497 = -1208669.883807
  nChanged 12
		SP:Iteration 27Q (9066.260000 sec): 3 clusters
  Score: Raw -1211678.304217 + Penalty 3003.156497 = -1208675.147720
  nChanged 7
		SP:Iteration 28Q (9066.280000 sec): 3 clusters
  Score: Raw -1211680.230452 + Penalty 3003.156497 = -1208677.073955
  nChanged 4
		SP:Iteration 29Q (9066.300000 sec): 3 clusters
  Score: Raw -1211681.042759 + Penalty 3003.156497 = -1208677.886262
  nChanged 2
		SP:Iteration 30Q (9066.320000 sec): 3 clusters
  Score: Raw -1211681.383985 + Penalty 3003.156497 = -1208678.227489
  nChanged 0
		SP:Iteration 31F (9066.350000 sec): 3 clusters
  Score: Raw -1211681.383985 + Penalty 3003.156497 = -1208678.227489
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (21502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9066.430000 sec): 2 clusters
  Score: Raw -2482623.982270 + Penalty 1621.083950 = -2481002.898320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9066.500000 sec): 3 clusters
  Score: Raw -2469629.584811 + Penalty 3242.167901 = -2466387.416910
  nChanged 9849
		SP:Iteration 1F (9066.570000 sec): 3 clusters
  Score: Raw -2475437.336026 + Penalty 3242.167901 = -2472195.168125
  nChanged 1322
		SP:Iteration 2F (9066.620000 sec): 3 clusters
  Score: Raw -2476127.939375 + Penalty 3242.167901 = -2472885.771474
  nChanged 1345
		SP:Iteration 3F (9066.680000 sec): 3 clusters
  Score: Raw -2476876.961809 + Penalty 3242.167901 = -2473634.793909
  nChanged 1361
		SP:Iteration 4F (9066.730000 sec): 3 clusters
  Score: Raw -2477598.236294 + Penalty 3242.167901 = -2474356.068393
  nChanged 1246
		SP:Iteration 5F (9066.790000 sec): 3 clusters
  Score: Raw -2478229.260911 + Penalty 3242.167901 = -2474987.093011
  nChanged 1107
		SP:Iteration 6F (9066.850000 sec): 3 clusters
  Score: Raw -2478751.992562 + Penalty 3242.167901 = -2475509.824661
  nChanged 986
		SP:Iteration 7Q (9066.910000 sec): 3 clusters
  Score: Raw -2479202.181378 + Penalty 3242.167901 = -2475960.013477
  nChanged 936
		SP:Iteration 8Q (9066.970000 sec): 3 clusters
  Score: Raw -2479629.860665 + Penalty 3242.167901 = -2476387.692764
  nChanged 821
		SP:Iteration 9Q (9067.030000 sec): 3 clusters
  Score: Raw -2480011.424725 + Penalty 3242.167901 = -2476769.256824
  nChanged 806
		SP:Iteration 10Q (9067.090000 sec): 3 clusters
  Score: Raw -2480394.331046 + Penalty 3242.167901 = -2477152.163145
  nChanged 714
		SP:Iteration 11Q (9067.140000 sec): 3 clusters
  Score: Raw -2480746.481813 + Penalty 3242.167901 = -2477504.313912
  nChanged 728
		SP:Iteration 12Q (9067.200000 sec): 3 clusters
  Score: Raw -2481110.211405 + Penalty 3242.167901 = -2477868.043504
  nChanged 663
		SP:Iteration 13Q (9067.260000 sec): 3 clusters
  Score: Raw -2481465.692270 + Penalty 3242.167901 = -2478223.524369
  nChanged 634
		SP:Iteration 14Q (9067.310000 sec): 3 clusters
  Score: Raw -2481813.376670 + Penalty 3242.167901 = -2478571.208769
  nChanged 519
		SP:Iteration 15Q (9067.370000 sec): 3 clusters
  Score: Raw -2482112.266161 + Penalty 3242.167901 = -2478870.098260
  nChanged 448
		SP:Iteration 16Q (9067.430000 sec): 3 clusters
  Score: Raw -2482375.286725 + Penalty 3242.167901 = -2479133.118825
  nChanged 334
		SP:Iteration 17Q (9067.480000 sec): 3 clusters
  Score: Raw -2482553.460245 + Penalty 3242.167901 = -2479311.292344
  nChanged 238
		SP:Iteration 18Q (9067.530000 sec): 3 clusters
  Score: Raw -2482683.189691 + Penalty 3242.167901 = -2479441.021790
  nChanged 176
		SP:Iteration 19Q (9067.590000 sec): 3 clusters
  Score: Raw -2482770.084835 + Penalty 3242.167901 = -2479527.916934
  nChanged 139
		SP:Iteration 20F (9067.640000 sec): 3 clusters
  Score: Raw -2482845.560152 + Penalty 3242.167901 = -2479603.392251
  nChanged 98
		SP:Iteration 21Q (9067.690000 sec): 3 clusters
  Score: Raw -2482897.849833 + Penalty 3242.167901 = -2479655.681933
  nChanged 67
		SP:Iteration 22Q (9067.740000 sec): 3 clusters
  Score: Raw -2482925.845421 + Penalty 3242.167901 = -2479683.677520
  nChanged 46
		SP:Iteration 23Q (9067.790000 sec): 3 clusters
  Score: Raw -2482947.496762 + Penalty 3242.167901 = -2479705.328861
  nChanged 38
		SP:Iteration 24Q (9067.840000 sec): 3 clusters
  Score: Raw -2482964.794801 + Penalty 3242.167901 = -2479722.626900
  nChanged 28
		SP:Iteration 25Q (9067.890000 sec): 3 clusters
  Score: Raw -2482977.356618 + Penalty 3242.167901 = -2479735.188717
  nChanged 23
		SP:Iteration 26Q (9067.930000 sec): 3 clusters
  Score: Raw -2482988.497253 + Penalty 3242.167901 = -2479746.329352
  nChanged 17
		SP:Iteration 27Q (9067.980000 sec): 3 clusters
  Score: Raw -2482996.649764 + Penalty 3242.167901 = -2479754.481864
  nChanged 18
		SP:Iteration 28Q (9068.030000 sec): 3 clusters
  Score: Raw -2483005.443134 + Penalty 3242.167901 = -2479763.275233
  nChanged 12
		SP:Iteration 29Q (9068.070000 sec): 3 clusters
  Score: Raw -2483012.351269 + Penalty 3242.167901 = -2479770.183368
  nChanged 17
		SP:Iteration 30Q (9068.120000 sec): 3 clusters
  Score: Raw -2483022.202366 + Penalty 3242.167901 = -2479780.034466
  nChanged 13
		SP:Iteration 31Q (9068.170000 sec): 3 clusters
  Score: Raw -2483028.066293 + Penalty 3242.167901 = -2479785.898392
  nChanged 10
		SP:Iteration 32Q (9068.210000 sec): 3 clusters
  Score: Raw -2483033.471921 + Penalty 3242.167901 = -2479791.304021
  nChanged 8
		SP:Iteration 33Q (9068.260000 sec): 3 clusters
  Score: Raw -2483037.052227 + Penalty 3242.167901 = -2479794.884326
  nChanged 5
		SP:Iteration 34Q (9068.300000 sec): 3 clusters
  Score: Raw -2483039.703131 + Penalty 3242.167901 = -2479797.535230
  nChanged 3
		SP:Iteration 35Q (9068.350000 sec): 3 clusters
  Score: Raw -2483040.387333 + Penalty 3242.167901 = -2479798.219432
  nChanged 1
		SP:Iteration 36Q (9068.390000 sec): 3 clusters
  Score: Raw -2483040.852893 + Penalty 3242.167901 = -2479798.684992
  nChanged 1
		SP:Iteration 37Q (9068.440000 sec): 3 clusters
  Score: Raw -2483041.082232 + Penalty 3242.167901 = -2479798.914331
  nChanged 1
		SP:Iteration 38Q (9068.490000 sec): 3 clusters
  Score: Raw -2483041.306475 + Penalty 3242.167901 = -2479799.138575
  nChanged 0
		SP:Iteration 39F (9068.540000 sec): 3 clusters
  Score: Raw -2483041.306475 + Penalty 3242.167901 = -2479799.138575
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (504300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9070.070000 sec): 2 clusters
  Score: Raw -58926409.750656 + Penalty 2133.775574 = -58924275.975082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9071.410000 sec): 3 clusters
  Score: Raw -58586581.459708 + Penalty 4267.551148 = -58582313.908561
  nChanged 247436
		SP:Iteration 1F (9072.730000 sec): 3 clusters
  Score: Raw -58740125.714216 + Penalty 4267.551148 = -58735858.163069
  nChanged 20157
		SP:Iteration 2Q (9074.100000 sec): 3 clusters
  Score: Raw -58746951.427152 + Penalty 4267.551148 = -58742683.876005
  nChanged 24586
		SP:Iteration 3Q (9075.560000 sec): 3 clusters
  Score: Raw -58756931.846126 + Penalty 4267.551148 = -58752664.294979
  nChanged 28150
		SP:Iteration 4F (9076.830000 sec): 3 clusters
  Score: Raw -58769972.598390 + Penalty 4267.551148 = -58765705.047242
  nChanged 30694
		SP:Iteration 5F (9078.120000 sec): 3 clusters
  Score: Raw -58785351.826719 + Penalty 4267.551148 = -58781084.275572
  nChanged 30484
		SP:Iteration 6F (9079.450000 sec): 3 clusters
  Score: Raw -58801541.917069 + Penalty 4267.551148 = -58797274.365922
  nChanged 29142
		SP:Iteration 7F (9080.770000 sec): 3 clusters
  Score: Raw -58817831.986413 + Penalty 4267.551148 = -58813564.435265
  nChanged 27017
		SP:Iteration 8F (9082.100000 sec): 3 clusters
  Score: Raw -58833734.544433 + Penalty 4267.551148 = -58829466.993286
  nChanged 25003
		SP:Iteration 9Q (9083.460000 sec): 3 clusters
  Score: Raw -58849276.844199 + Penalty 4267.551148 = -58845009.293051
  nChanged 23614
		SP:Iteration 10Q (9084.810000 sec): 3 clusters
  Score: Raw -58865076.161552 + Penalty 4267.551148 = -58860808.610405
  nChanged 22461
		SP:Iteration 11Q (9086.130000 sec): 3 clusters
  Score: Raw -58881383.724701 + Penalty 4267.551148 = -58877116.173553
  nChanged 20443
		SP:Iteration 12Q (9087.420000 sec): 3 clusters
  Score: Raw -58897948.011825 + Penalty 4267.551148 = -58893680.460678
  nChanged 16097
		SP:Iteration 13Q (9088.660000 sec): 3 clusters
  Score: Raw -58912396.135885 + Penalty 4267.551148 = -58908128.584737
  nChanged 9803
		SP:Iteration 14Q (9089.830000 sec): 3 clusters
  Score: Raw -58921400.487607 + Penalty 4267.551148 = -58917132.936460
  nChanged 4070
		SP:Iteration 15Q (9090.930000 sec): 3 clusters
  Score: Raw -58924960.903375 + Penalty 4267.551148 = -58920693.352228
  nChanged 1317
		SP:Iteration 16Q (9091.950000 sec): 3 clusters
  Score: Raw -58926070.342665 + Penalty 4267.551148 = -58921802.791518
  nChanged 378
		SP:Iteration 17Q (9092.920000 sec): 3 clusters
  Score: Raw -58926410.655536 + Penalty 4267.551148 = -58922143.104388
  nChanged 125
		SP:Iteration 18Q (9093.920000 sec): 3 clusters
  Score: Raw -58926536.755399 + Penalty 4267.551148 = -58922269.204252
  nChanged 47
		SP:Iteration 19Q (9094.850000 sec): 3 clusters
  Score: Raw -58926591.715830 + Penalty 4267.551148 = -58922324.164683
  nChanged 33
		SP:Iteration 20F (9096.170000 sec): 3 clusters
  Score: Raw -58926624.486999 + Penalty 4267.551148 = -58922356.935852
  nChanged 16
		SP:Iteration 21Q (9097.140000 sec): 3 clusters
  Score: Raw -58926641.247496 + Penalty 4267.551148 = -58922373.696349
  nChanged 17
		SP:Iteration 22Q (9098.140000 sec): 3 clusters
  Score: Raw -58926659.097738 + Penalty 4267.551148 = -58922391.546590
  nChanged 18
		SP:Iteration 23Q (9099.110000 sec): 3 clusters
  Score: Raw -58926674.816737 + Penalty 4267.551148 = -58922407.265589
  nChanged 7
		SP:Iteration 24Q (9100.040000 sec): 3 clusters
  Score: Raw -58926680.797385 + Penalty 4267.551148 = -58922413.246238
  nChanged 4
		SP:Iteration 25Q (9100.970000 sec): 3 clusters
  Score: Raw -58926683.256400 + Penalty 4267.551148 = -58922415.705252
  nChanged 2
		SP:Iteration 26Q (9101.890000 sec): 3 clusters
  Score: Raw -58926684.283289 + Penalty 4267.551148 = -58922416.732141
  nChanged 0
		SP:Iteration 27F (9103.200000 sec): 3 clusters
  Score: Raw -58926684.283289 + Penalty 4267.551148 = -58922416.732141
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9103.460000 sec): 2 clusters
  Score: Raw -374555.574363 + Penalty 1318.237043 = -373237.337319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9103.470000 sec): 3 clusters
  Score: Raw -372949.219528 + Penalty 2636.474086 = -370312.745442
  nChanged 1263
		SP:Iteration 1F (9103.480000 sec): 3 clusters
  Score: Raw -373669.658095 + Penalty 2636.474086 = -371033.184009
  nChanged 257
		SP:Iteration 2F (9103.490000 sec): 3 clusters
  Score: Raw -373846.118809 + Penalty 2636.474086 = -371209.644722
  nChanged 186
		SP:Iteration 3F (9103.500000 sec): 3 clusters
  Score: Raw -373953.876064 + Penalty 2636.474086 = -371317.401977
  nChanged 132
		SP:Iteration 4Q (9103.510000 sec): 3 clusters
  Score: Raw -374044.959325 + Penalty 2636.474086 = -371408.485238
  nChanged 136
		SP:Iteration 5Q (9103.510000 sec): 3 clusters
  Score: Raw -374140.461372 + Penalty 2636.474086 = -371503.987285
  nChanged 136
		SP:Iteration 6Q (9103.520000 sec): 3 clusters
  Score: Raw -374241.566613 + Penalty 2636.474086 = -371605.092527
  nChanged 130
		SP:Iteration 7Q (9103.530000 sec): 3 clusters
  Score: Raw -374366.781892 + Penalty 2636.474086 = -371730.307805
  nChanged 150
		SP:Iteration 8Q (9103.540000 sec): 3 clusters
  Score: Raw -374532.646748 + Penalty 2636.474086 = -371896.172662
  nChanged 160
		SP:Iteration 9Q (9103.550000 sec): 3 clusters
  Score: Raw -374715.332125 + Penalty 2636.474086 = -372078.858039
  nChanged 160
		SP:Iteration 10Q (9103.550000 sec): 3 clusters
  Score: Raw -374864.994093 + Penalty 2636.474086 = -372228.520007
  nChanged 137
		SP:Iteration 11Q (9103.560000 sec): 3 clusters
  Score: Raw -374981.607168 + Penalty 2636.474086 = -372345.133082
  nChanged 111
		SP:Iteration 12Q (9103.570000 sec): 3 clusters
  Score: Raw -375065.872020 + Penalty 2636.474086 = -372429.397934
  nChanged 101
		SP:Iteration 13Q (9103.580000 sec): 3 clusters
  Score: Raw -375149.638937 + Penalty 2636.474086 = -372513.164851
  nChanged 95
		SP:Iteration 14Q (9103.590000 sec): 3 clusters
  Score: Raw -375217.153408 + Penalty 2636.474086 = -372580.679322
  nChanged 70
		SP:Iteration 15Q (9103.590000 sec): 3 clusters
  Score: Raw -375271.176431 + Penalty 2636.474086 = -372634.702345
  nChanged 56
		SP:Iteration 16Q (9103.600000 sec): 3 clusters
  Score: Raw -375307.965339 + Penalty 2636.474086 = -372671.491253
  nChanged 42
		SP:Iteration 17Q (9103.610000 sec): 3 clusters
  Score: Raw -375330.696425 + Penalty 2636.474086 = -372694.222338
  nChanged 33
		SP:Iteration 18Q (9103.620000 sec): 3 clusters
  Score: Raw -375345.652385 + Penalty 2636.474086 = -372709.178299
  nChanged 25
		SP:Iteration 19Q (9103.630000 sec): 3 clusters
  Score: Raw -375357.644194 + Penalty 2636.474086 = -372721.170107
  nChanged 23
		SP:Iteration 20F (9103.630000 sec): 3 clusters
  Score: Raw -375367.425132 + Penalty 2636.474086 = -372730.951046
  nChanged 20
		SP:Iteration 21Q (9103.640000 sec): 3 clusters
  Score: Raw -375376.310760 + Penalty 2636.474086 = -372739.836674
  nChanged 19
		SP:Iteration 22Q (9103.650000 sec): 3 clusters
  Score: Raw -375383.707511 + Penalty 2636.474086 = -372747.233424
  nChanged 15
		SP:Iteration 23Q (9103.650000 sec): 3 clusters
  Score: Raw -375389.674764 + Penalty 2636.474086 = -372753.200677
  nChanged 8
		SP:Iteration 24Q (9103.660000 sec): 3 clusters
  Score: Raw -375393.533830 + Penalty 2636.474086 = -372757.059744
  nChanged 9
		SP:Iteration 25Q (9103.670000 sec): 3 clusters
  Score: Raw -375397.207146 + Penalty 2636.474086 = -372760.733060
  nChanged 12
		SP:Iteration 26Q (9103.680000 sec): 3 clusters
  Score: Raw -375401.962403 + Penalty 2636.474086 = -372765.488316
  nChanged 10
		SP:Iteration 27Q (9103.690000 sec): 3 clusters
  Score: Raw -375405.272674 + Penalty 2636.474086 = -372768.798587
  nChanged 9
		SP:Iteration 28Q (9103.690000 sec): 3 clusters
  Score: Raw -375408.675930 + Penalty 2636.474086 = -372772.201843
  nChanged 14
		SP:Iteration 29Q (9103.700000 sec): 3 clusters
  Score: Raw -375413.089873 + Penalty 2636.474086 = -372776.615786
  nChanged 7
		SP:Iteration 30Q (9103.710000 sec): 3 clusters
  Score: Raw -375415.578837 + Penalty 2636.474086 = -372779.104751
  nChanged 5
		SP:Iteration 31Q (9103.710000 sec): 3 clusters
  Score: Raw -375417.151563 + Penalty 2636.474086 = -372780.677477
  nChanged 7
		SP:Iteration 32Q (9103.720000 sec): 3 clusters
  Score: Raw -375420.149999 + Penalty 2636.474086 = -372783.675913
  nChanged 6
		SP:Iteration 33Q (9103.730000 sec): 3 clusters
  Score: Raw -375422.468751 + Penalty 2636.474086 = -372785.994665
  nChanged 4
		SP:Iteration 34Q (9103.740000 sec): 3 clusters
  Score: Raw -375423.768463 + Penalty 2636.474086 = -372787.294377
  nChanged 1
		SP:Iteration 35Q (9103.740000 sec): 3 clusters
  Score: Raw -375424.398123 + Penalty 2636.474086 = -372787.924037
  nChanged 2
		SP:Iteration 36Q (9103.750000 sec): 3 clusters
  Score: Raw -375424.849080 + Penalty 2636.474086 = -372788.374994
  nChanged 3
		SP:Iteration 37Q (9103.760000 sec): 3 clusters
  Score: Raw -375425.546430 + Penalty 2636.474086 = -372789.072343
  nChanged 3
		SP:Iteration 38Q (9103.770000 sec): 3 clusters
  Score: Raw -375425.920258 + Penalty 2636.474086 = -372789.446171
  nChanged 2
		SP:Iteration 39Q (9103.770000 sec): 3 clusters
  Score: Raw -375426.611579 + Penalty 2636.474086 = -372790.137492
  nChanged 1
		SP:Iteration 40F (9103.780000 sec): 3 clusters
  Score: Raw -375427.228982 + Penalty 2636.474086 = -372790.754895
  nChanged 1
		SP:Iteration 41Q (9103.790000 sec): 3 clusters
  Score: Raw -375427.371140 + Penalty 2636.474086 = -372790.897053
  nChanged 1
		SP:Iteration 42Q (9103.790000 sec): 3 clusters
  Score: Raw -375427.511137 + Penalty 2636.474086 = -372791.037051
  nChanged 1
		SP:Iteration 43Q (9103.800000 sec): 3 clusters
  Score: Raw -375427.620082 + Penalty 2636.474086 = -372791.145996
  nChanged 0
		SP:Iteration 44F (9103.810000 sec): 3 clusters
  Score: Raw -375427.620082 + Penalty 2636.474086 = -372791.145996
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (51023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9104.020000 sec): 2 clusters
  Score: Raw -6063335.824644 + Penalty 1761.505166 = -6061574.319478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9104.170000 sec): 3 clusters
  Score: Raw -6030894.219805 + Penalty 3523.010332 = -6027371.209473
  nChanged 23996
		SP:Iteration 1F (9104.360000 sec): 3 clusters
  Score: Raw -6044622.451063 + Penalty 3523.010332 = -6041099.440732
  nChanged 1833
		SP:Iteration 2Q (9104.580000 sec): 3 clusters
  Score: Raw -6045074.103509 + Penalty 3523.010332 = -6041551.093177
  nChanged 1739
		SP:Iteration 3Q (9104.790000 sec): 3 clusters
  Score: Raw -6045547.215234 + Penalty 3523.010332 = -6042024.204902
  nChanged 1697
		SP:Iteration 4Q (9104.930000 sec): 3 clusters
  Score: Raw -6046028.468805 + Penalty 3523.010332 = -6042505.458473
  nChanged 1762
		SP:Iteration 5Q (9105.140000 sec): 3 clusters
  Score: Raw -6046632.803118 + Penalty 3523.010332 = -6043109.792786
  nChanged 1937
		SP:Iteration 6Q (9105.290000 sec): 3 clusters
  Score: Raw -6047456.508980 + Penalty 3523.010332 = -6043933.498648
  nChanged 2285
		SP:Iteration 7Q (9105.440000 sec): 3 clusters
  Score: Raw -6048634.215674 + Penalty 3523.010332 = -6045111.205342
  nChanged 2595
		SP:Iteration 8F (9105.600000 sec): 3 clusters
  Score: Raw -6050247.945448 + Penalty 3523.010332 = -6046724.935116
  nChanged 2890
		SP:Iteration 9F (9105.740000 sec): 3 clusters
  Score: Raw -6052233.251577 + Penalty 3523.010332 = -6048710.241245
  nChanged 2854
		SP:Iteration 10F (9105.880000 sec): 3 clusters
  Score: Raw -6053942.588997 + Penalty 3523.010332 = -6050419.578665
  nChanged 2274
		SP:Iteration 11Q (9106.020000 sec): 3 clusters
  Score: Raw -6054918.505370 + Penalty 3523.010332 = -6051395.495038
  nChanged 1520
		SP:Iteration 12Q (9106.150000 sec): 3 clusters
  Score: Raw -6055336.715037 + Penalty 3523.010332 = -6051813.704705
  nChanged 972
		SP:Iteration 13Q (9106.290000 sec): 3 clusters
  Score: Raw -6055554.854195 + Penalty 3523.010332 = -6052031.843863
  nChanged 771
		SP:Iteration 14Q (9106.420000 sec): 3 clusters
  Score: Raw -6055739.478085 + Penalty 3523.010332 = -6052216.467753
  nChanged 754
		SP:Iteration 15Q (9106.550000 sec): 3 clusters
  Score: Raw -6055946.552331 + Penalty 3523.010332 = -6052423.541999
  nChanged 800
		SP:Iteration 16Q (9106.670000 sec): 3 clusters
  Score: Raw -6056186.896320 + Penalty 3523.010332 = -6052663.885988
  nChanged 862
		SP:Iteration 17Q (9106.800000 sec): 3 clusters
  Score: Raw -6056456.272719 + Penalty 3523.010332 = -6052933.262387
  nChanged 888
		SP:Iteration 18Q (9106.930000 sec): 3 clusters
  Score: Raw -6056754.012472 + Penalty 3523.010332 = -6053231.002140
  nChanged 933
		SP:Iteration 19Q (9107.050000 sec): 3 clusters
  Score: Raw -6057108.894258 + Penalty 3523.010332 = -6053585.883926
  nChanged 1033
		SP:Iteration 20F (9107.190000 sec): 3 clusters
  Score: Raw -6057541.916948 + Penalty 3523.010332 = -6054018.906616
  nChanged 1104
		SP:Iteration 21Q (9107.310000 sec): 3 clusters
  Score: Raw -6058019.361148 + Penalty 3523.010332 = -6054496.350816
  nChanged 1096
		SP:Iteration 22Q (9107.430000 sec): 3 clusters
  Score: Raw -6058534.437493 + Penalty 3523.010332 = -6055011.427161
  nChanged 1081
		SP:Iteration 23Q (9107.550000 sec): 3 clusters
  Score: Raw -6059067.598521 + Penalty 3523.010332 = -6055544.588189
  nChanged 1083
		SP:Iteration 24Q (9107.670000 sec): 3 clusters
  Score: Raw -6059644.557432 + Penalty 3523.010332 = -6056121.547100
  nChanged 1038
		SP:Iteration 25Q (9107.790000 sec): 3 clusters
  Score: Raw -6060202.780711 + Penalty 3523.010332 = -6056679.770379
  nChanged 968
		SP:Iteration 26Q (9107.900000 sec): 3 clusters
  Score: Raw -6060772.889594 + Penalty 3523.010332 = -6057249.879262
  nChanged 889
		SP:Iteration 27Q (9108.010000 sec): 3 clusters
  Score: Raw -6061294.041971 + Penalty 3523.010332 = -6057771.031639
  nChanged 776
		SP:Iteration 28Q (9108.120000 sec): 3 clusters
  Score: Raw -6061747.245542 + Penalty 3523.010332 = -6058224.235210
  nChanged 663
		SP:Iteration 29Q (9108.230000 sec): 3 clusters
  Score: Raw -6062132.199600 + Penalty 3523.010332 = -6058609.189268
  nChanged 550
		SP:Iteration 30Q (9108.340000 sec): 3 clusters
  Score: Raw -6062436.454314 + Penalty 3523.010332 = -6058913.443983
  nChanged 494
		SP:Iteration 31Q (9108.440000 sec): 3 clusters
  Score: Raw -6062682.728034 + Penalty 3523.010332 = -6059159.717702
  nChanged 402
		SP:Iteration 32Q (9108.550000 sec): 3 clusters
  Score: Raw -6062854.160678 + Penalty 3523.010332 = -6059331.150346
  nChanged 342
		SP:Iteration 33Q (9108.650000 sec): 3 clusters
  Score: Raw -6062992.096702 + Penalty 3523.010332 = -6059469.086370
  nChanged 292
		SP:Iteration 34Q (9108.750000 sec): 3 clusters
  Score: Raw -6063112.385695 + Penalty 3523.010332 = -6059589.375363
  nChanged 256
		SP:Iteration 35Q (9108.860000 sec): 3 clusters
  Score: Raw -6063209.266089 + Penalty 3523.010332 = -6059686.255757
  nChanged 197
		SP:Iteration 36Q (9108.960000 sec): 3 clusters
  Score: Raw -6063280.096233 + Penalty 3523.010332 = -6059757.085901
  nChanged 168
		SP:Iteration 37Q (9109.060000 sec): 3 clusters
  Score: Raw -6063337.521092 + Penalty 3523.010332 = -6059814.510760
  nChanged 151
		SP:Iteration 38Q (9109.170000 sec): 3 clusters
  Score: Raw -6063386.797584 + Penalty 3523.010332 = -6059863.787252
  nChanged 135
		SP:Iteration 39Q (9109.260000 sec): 3 clusters
  Score: Raw -6063423.361962 + Penalty 3523.010332 = -6059900.351630
  nChanged 92
		SP:Iteration 40F (9109.400000 sec): 3 clusters
  Score: Raw -6063447.087886 + Penalty 3523.010332 = -6059924.077554
  nChanged 74
		SP:Iteration 41Q (9109.500000 sec): 3 clusters
  Score: Raw -6063467.845024 + Penalty 3523.010332 = -6059944.834692
  nChanged 84
		SP:Iteration 42Q (9109.600000 sec): 3 clusters
  Score: Raw -6063489.843082 + Penalty 3523.010332 = -6059966.832750
  nChanged 65
		SP:Iteration 43Q (9109.700000 sec): 3 clusters
  Score: Raw -6063507.961568 + Penalty 3523.010332 = -6059984.951237
  nChanged 48
		SP:Iteration 44Q (9109.800000 sec): 3 clusters
  Score: Raw -6063521.132181 + Penalty 3523.010332 = -6059998.121850
  nChanged 56
		SP:Iteration 45Q (9109.900000 sec): 3 clusters
  Score: Raw -6063536.768242 + Penalty 3523.010332 = -6060013.757910
  nChanged 42
		SP:Iteration 46Q (9110.000000 sec): 3 clusters
  Score: Raw -6063547.936321 + Penalty 3523.010332 = -6060024.925989
  nChanged 44
		SP:Iteration 47Q (9110.100000 sec): 3 clusters
  Score: Raw -6063561.519896 + Penalty 3523.010332 = -6060038.509564
  nChanged 43
		SP:Iteration 48Q (9110.200000 sec): 3 clusters
  Score: Raw -6063574.658918 + Penalty 3523.010332 = -6060051.648586
  nChanged 38
		SP:Iteration 49Q (9110.300000 sec): 3 clusters
  Score: Raw -6063585.410467 + Penalty 3523.010332 = -6060062.400135
  nChanged 42
		SP:Iteration 50Q (9110.400000 sec): 3 clusters
  Score: Raw -6063597.440058 + Penalty 3523.010332 = -6060074.429726
  nChanged 42
		SP:Iteration 51Q (9110.500000 sec): 3 clusters
  Score: Raw -6063611.032940 + Penalty 3523.010332 = -6060088.022608
  nChanged 44
		SP:Iteration 52Q (9110.590000 sec): 3 clusters
  Score: Raw -6063624.578172 + Penalty 3523.010332 = -6060101.567840
  nChanged 33
		SP:Iteration 53Q (9110.700000 sec): 3 clusters
  Score: Raw -6063633.697326 + Penalty 3523.010332 = -6060110.686994
  nChanged 17
		SP:Iteration 54Q (9110.800000 sec): 3 clusters
  Score: Raw -6063637.933877 + Penalty 3523.010332 = -6060114.923546
  nChanged 19
		SP:Iteration 55Q (9110.900000 sec): 3 clusters
  Score: Raw -6063643.273083 + Penalty 3523.010332 = -6060120.262751
  nChanged 19
		SP:Iteration 56Q (9110.990000 sec): 3 clusters
  Score: Raw -6063649.295144 + Penalty 3523.010332 = -6060126.284813
  nChanged 16
		SP:Iteration 57Q (9111.120000 sec): 3 clusters
  Score: Raw -6063652.814574 + Penalty 3523.010332 = -6060129.804242
  nChanged 18
		SP:Iteration 58Q (9111.220000 sec): 3 clusters
  Score: Raw -6063656.454381 + Penalty 3523.010332 = -6060133.444050
  nChanged 14
		SP:Iteration 59Q (9111.310000 sec): 3 clusters
  Score: Raw -6063658.947717 + Penalty 3523.010332 = -6060135.937385
  nChanged 13
		SP:Iteration 60F (9111.450000 sec): 3 clusters
  Score: Raw -6063662.833459 + Penalty 3523.010332 = -6060139.823127
  nChanged 16
		SP:Iteration 61Q (9111.560000 sec): 3 clusters
  Score: Raw -6063666.899384 + Penalty 3523.010332 = -6060143.889052
  nChanged 14
		SP:Iteration 62Q (9111.660000 sec): 3 clusters
  Score: Raw -6063670.119869 + Penalty 3523.010332 = -6060147.109537
  nChanged 8
		SP:Iteration 63Q (9111.770000 sec): 3 clusters
  Score: Raw -6063671.986650 + Penalty 3523.010332 = -6060148.976318
  nChanged 12
		SP:Iteration 64Q (9111.870000 sec): 3 clusters
  Score: Raw -6063675.662352 + Penalty 3523.010332 = -6060152.652020
  nChanged 16
		SP:Iteration 65Q (9111.970000 sec): 3 clusters
  Score: Raw -6063680.213393 + Penalty 3523.010332 = -6060157.203061
  nChanged 14
		SP:Iteration 66Q (9112.060000 sec): 3 clusters
  Score: Raw -6063683.870602 + Penalty 3523.010332 = -6060160.860270
  nChanged 13
		SP:Iteration 67Q (9112.180000 sec): 3 clusters
  Score: Raw -6063686.821220 + Penalty 3523.010332 = -6060163.810888
  nChanged 11
		SP:Iteration 68Q (9112.270000 sec): 3 clusters
  Score: Raw -6063689.794174 + Penalty 3523.010332 = -6060166.783842
  nChanged 8
		SP:Iteration 69Q (9112.370000 sec): 3 clusters
  Score: Raw -6063692.085258 + Penalty 3523.010332 = -6060169.074926
  nChanged 9
		SP:Iteration 70Q (9112.460000 sec): 3 clusters
  Score: Raw -6063694.614145 + Penalty 3523.010332 = -6060171.603813
  nChanged 11
		SP:Iteration 71Q (9112.560000 sec): 3 clusters
  Score: Raw -6063697.042671 + Penalty 3523.010332 = -6060174.032339
  nChanged 7
		SP:Iteration 72Q (9112.660000 sec): 3 clusters
  Score: Raw -6063698.550719 + Penalty 3523.010332 = -6060175.540387
  nChanged 9
		SP:Iteration 73Q (9112.760000 sec): 3 clusters
  Score: Raw -6063701.526541 + Penalty 3523.010332 = -6060178.516209
  nChanged 8
		SP:Iteration 74Q (9112.860000 sec): 3 clusters
  Score: Raw -6063703.647958 + Penalty 3523.010332 = -6060180.637626
  nChanged 9
		SP:Iteration 75Q (9112.960000 sec): 3 clusters
  Score: Raw -6063705.352672 + Penalty 3523.010332 = -6060182.342340
  nChanged 2
		SP:Iteration 76Q (9113.050000 sec): 3 clusters
  Score: Raw -6063705.639044 + Penalty 3523.010332 = -6060182.628712
  nChanged 2
		SP:Iteration 77Q (9113.150000 sec): 3 clusters
  Score: Raw -6063706.206872 + Penalty 3523.010332 = -6060183.196540
  nChanged 2
		SP:Iteration 78Q (9113.250000 sec): 3 clusters
  Score: Raw -6063706.732253 + Penalty 3523.010332 = -6060183.721921
  nChanged 1
		SP:Iteration 79Q (9113.340000 sec): 3 clusters
  Score: Raw -6063706.898520 + Penalty 3523.010332 = -6060183.888189
  nChanged 0
		SP:Iteration 80F (9113.480000 sec): 3 clusters
  Score: Raw -6063706.898520 + Penalty 3523.010332 = -6060183.888189
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9113.540000 sec): 2 clusters
  Score: Raw -1266051.594416 + Penalty 1511.650345 = -1264539.944071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9113.560000 sec): 3 clusters
  Score: Raw -1259799.178279 + Penalty 3023.300690 = -1256775.877589
  nChanged 4759
		SP:Iteration 1F (9113.590000 sec): 3 clusters
  Score: Raw -1262464.280911 + Penalty 3023.300690 = -1259440.980221
  nChanged 748
		SP:Iteration 2F (9113.620000 sec): 3 clusters
  Score: Raw -1262867.293919 + Penalty 3023.300690 = -1259843.993229
  nChanged 692
		SP:Iteration 3F (9113.650000 sec): 3 clusters
  Score: Raw -1263304.889893 + Penalty 3023.300690 = -1260281.589203
  nChanged 752
		SP:Iteration 4F (9113.680000 sec): 3 clusters
  Score: Raw -1263849.877569 + Penalty 3023.300690 = -1260826.576879
  nChanged 780
		SP:Iteration 5F (9113.700000 sec): 3 clusters
  Score: Raw -1264475.522572 + Penalty 3023.300690 = -1261452.221882
  nChanged 764
		SP:Iteration 6F (9113.730000 sec): 3 clusters
  Score: Raw -1265129.837522 + Penalty 3023.300690 = -1262106.536832
  nChanged 676
		SP:Iteration 7F (9113.760000 sec): 3 clusters
  Score: Raw -1265633.766746 + Penalty 3023.300690 = -1262610.466056
  nChanged 479
		SP:Iteration 8Q (9113.790000 sec): 3 clusters
  Score: Raw -1265915.819862 + Penalty 3023.300690 = -1262892.519172
  nChanged 313
		SP:Iteration 9Q (9113.820000 sec): 3 clusters
  Score: Raw -1266075.688422 + Penalty 3023.300690 = -1263052.387732
  nChanged 226
		SP:Iteration 10Q (9113.840000 sec): 3 clusters
  Score: Raw -1266181.739199 + Penalty 3023.300690 = -1263158.438509
  nChanged 160
		SP:Iteration 11Q (9113.870000 sec): 3 clusters
  Score: Raw -1266246.465957 + Penalty 3023.300690 = -1263223.165267
  nChanged 121
		SP:Iteration 12Q (9113.900000 sec): 3 clusters
  Score: Raw -1266295.146895 + Penalty 3023.300690 = -1263271.846205
  nChanged 100
		SP:Iteration 13Q (9113.920000 sec): 3 clusters
  Score: Raw -1266336.670919 + Penalty 3023.300690 = -1263313.370229
  nChanged 86
		SP:Iteration 14Q (9113.950000 sec): 3 clusters
  Score: Raw -1266368.869044 + Penalty 3023.300690 = -1263345.568354
  nChanged 68
		SP:Iteration 15Q (9113.980000 sec): 3 clusters
  Score: Raw -1266395.820944 + Penalty 3023.300690 = -1263372.520255
  nChanged 46
		SP:Iteration 16Q (9114.010000 sec): 3 clusters
  Score: Raw -1266413.393863 + Penalty 3023.300690 = -1263390.093174
  nChanged 37
		SP:Iteration 17Q (9114.030000 sec): 3 clusters
  Score: Raw -1266424.474131 + Penalty 3023.300690 = -1263401.173441
  nChanged 26
		SP:Iteration 18Q (9114.060000 sec): 3 clusters
  Score: Raw -1266433.038571 + Penalty 3023.300690 = -1263409.737881
  nChanged 17
		SP:Iteration 19Q (9114.090000 sec): 3 clusters
  Score: Raw -1266438.760328 + Penalty 3023.300690 = -1263415.459639
  nChanged 16
		SP:Iteration 20F (9114.120000 sec): 3 clusters
  Score: Raw -1266443.825575 + Penalty 3023.300690 = -1263420.524886
  nChanged 16
		SP:Iteration 21Q (9114.140000 sec): 3 clusters
  Score: Raw -1266448.312084 + Penalty 3023.300690 = -1263425.011394
  nChanged 21
		SP:Iteration 22Q (9114.170000 sec): 3 clusters
  Score: Raw -1266453.297412 + Penalty 3023.300690 = -1263429.996722
  nChanged 16
		SP:Iteration 23Q (9114.200000 sec): 3 clusters
  Score: Raw -1266457.533698 + Penalty 3023.300690 = -1263434.233008
  nChanged 16
		SP:Iteration 24Q (9114.220000 sec): 3 clusters
  Score: Raw -1266462.086003 + Penalty 3023.300690 = -1263438.785313
  nChanged 19
		SP:Iteration 25Q (9114.250000 sec): 3 clusters
  Score: Raw -1266467.862585 + Penalty 3023.300690 = -1263444.561895
  nChanged 20
		SP:Iteration 26Q (9114.270000 sec): 3 clusters
  Score: Raw -1266473.302380 + Penalty 3023.300690 = -1263450.001690
  nChanged 14
		SP:Iteration 27Q (9114.300000 sec): 3 clusters
  Score: Raw -1266477.914362 + Penalty 3023.300690 = -1263454.613672
  nChanged 17
		SP:Iteration 28Q (9114.330000 sec): 3 clusters
  Score: Raw -1266482.190681 + Penalty 3023.300690 = -1263458.889991
  nChanged 15
		SP:Iteration 29Q (9114.350000 sec): 3 clusters
  Score: Raw -1266486.006266 + Penalty 3023.300690 = -1263462.705576
  nChanged 11
		SP:Iteration 30Q (9114.380000 sec): 3 clusters
  Score: Raw -1266489.240637 + Penalty 3023.300690 = -1263465.939947
  nChanged 10
		SP:Iteration 31Q (9114.400000 sec): 3 clusters
  Score: Raw -1266491.967631 + Penalty 3023.300690 = -1263468.666941
  nChanged 8
		SP:Iteration 32Q (9114.430000 sec): 3 clusters
  Score: Raw -1266494.027367 + Penalty 3023.300690 = -1263470.726678
  nChanged 6
		SP:Iteration 33Q (9114.460000 sec): 3 clusters
  Score: Raw -1266495.551683 + Penalty 3023.300690 = -1263472.250994
  nChanged 4
		SP:Iteration 34Q (9114.480000 sec): 3 clusters
  Score: Raw -1266496.350351 + Penalty 3023.300690 = -1263473.049661
  nChanged 4
		SP:Iteration 35Q (9114.510000 sec): 3 clusters
  Score: Raw -1266497.466707 + Penalty 3023.300690 = -1263474.166017
  nChanged 3
		SP:Iteration 36Q (9114.540000 sec): 3 clusters
  Score: Raw -1266498.108803 + Penalty 3023.300690 = -1263474.808113
  nChanged 3
		SP:Iteration 37Q (9114.560000 sec): 3 clusters
  Score: Raw -1266499.183566 + Penalty 3023.300690 = -1263475.882876
  nChanged 3
		SP:Iteration 38Q (9114.590000 sec): 3 clusters
  Score: Raw -1266499.711966 + Penalty 3023.300690 = -1263476.411276
  nChanged 4
		SP:Iteration 39Q (9114.620000 sec): 3 clusters
  Score: Raw -1266500.956587 + Penalty 3023.300690 = -1263477.655897
  nChanged 3
		SP:Iteration 40F (9114.640000 sec): 3 clusters
  Score: Raw -1266501.751037 + Penalty 3023.300690 = -1263478.450347
  nChanged 3
		SP:Iteration 41Q (9114.670000 sec): 3 clusters
  Score: Raw -1266502.824342 + Penalty 3023.300690 = -1263479.523652
  nChanged 1
		SP:Iteration 42Q (9114.700000 sec): 3 clusters
  Score: Raw -1266503.024375 + Penalty 3023.300690 = -1263479.723685
  nChanged 1
		SP:Iteration 43Q (9114.720000 sec): 3 clusters
  Score: Raw -1266503.456640 + Penalty 3023.300690 = -1263480.155951
  nChanged 1
		SP:Iteration 44Q (9114.750000 sec): 3 clusters
  Score: Raw -1266503.854860 + Penalty 3023.300690 = -1263480.554170
  nChanged 2
		SP:Iteration 45Q (9114.780000 sec): 3 clusters
  Score: Raw -1266504.307297 + Penalty 3023.300690 = -1263481.006607
  nChanged 1
		SP:Iteration 46Q (9114.800000 sec): 3 clusters
  Score: Raw -1266504.771040 + Penalty 3023.300690 = -1263481.470350
  nChanged 3
		SP:Iteration 47Q (9114.830000 sec): 3 clusters
  Score: Raw -1266505.402501 + Penalty 3023.300690 = -1263482.101811
  nChanged 1
		SP:Iteration 48Q (9114.860000 sec): 3 clusters
  Score: Raw -1266505.514474 + Penalty 3023.300690 = -1263482.213784
  nChanged 0
		SP:Iteration 49F (9114.880000 sec): 3 clusters
  Score: Raw -1266505.514474 + Penalty 3023.300690 = -1263482.213784
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9114.900000 sec): 2 clusters
  Score: Raw -193486.788669 + Penalty 1214.558281 = -192272.230388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9114.900000 sec): 3 clusters
  Score: Raw -192761.368052 + Penalty 2429.116562 = -190332.251490
  nChanged 599
		SP:Iteration 1F (9114.900000 sec): 3 clusters
  Score: Raw -193181.684757 + Penalty 2429.116562 = -190752.568195
  nChanged 144
		SP:Iteration 2F (9114.910000 sec): 3 clusters
  Score: Raw -193297.961120 + Penalty 2429.116562 = -190868.844558
  nChanged 71
		SP:Iteration 3Q (9114.910000 sec): 3 clusters
  Score: Raw -193351.917705 + Penalty 2429.116562 = -190922.801143
  nChanged 65
		SP:Iteration 4Q (9114.920000 sec): 3 clusters
  Score: Raw -193414.177488 + Penalty 2429.116562 = -190985.060926
  nChanged 71
		SP:Iteration 5Q (9114.920000 sec): 3 clusters
  Score: Raw -193475.165193 + Penalty 2429.116562 = -191046.048631
  nChanged 62
		SP:Iteration 6Q (9114.930000 sec): 3 clusters
  Score: Raw -193524.339499 + Penalty 2429.116562 = -191095.222936
  nChanged 60
		SP:Iteration 7Q (9114.930000 sec): 3 clusters
  Score: Raw -193580.263920 + Penalty 2429.116562 = -191151.147358
  nChanged 56
		SP:Iteration 8Q (9114.940000 sec): 3 clusters
  Score: Raw -193622.208346 + Penalty 2429.116562 = -191193.091784
  nChanged 40
		SP:Iteration 9Q (9114.940000 sec): 3 clusters
  Score: Raw -193659.471986 + Penalty 2429.116562 = -191230.355424
  nChanged 45
		SP:Iteration 10Q (9114.940000 sec): 3 clusters
  Score: Raw -193702.968225 + Penalty 2429.116562 = -191273.851663
  nChanged 37
		SP:Iteration 11Q (9114.950000 sec): 3 clusters
  Score: Raw -193731.178689 + Penalty 2429.116562 = -191302.062127
  nChanged 38
		SP:Iteration 12Q (9114.950000 sec): 3 clusters
  Score: Raw -193756.594052 + Penalty 2429.116562 = -191327.477490
  nChanged 30
		SP:Iteration 13Q (9114.960000 sec): 3 clusters
  Score: Raw -193778.190388 + Penalty 2429.116562 = -191349.073826
  nChanged 18
		SP:Iteration 14Q (9114.960000 sec): 3 clusters
  Score: Raw -193789.769557 + Penalty 2429.116562 = -191360.652995
  nChanged 15
		SP:Iteration 15Q (9114.960000 sec): 3 clusters
  Score: Raw -193797.239437 + Penalty 2429.116562 = -191368.122875
  nChanged 8
		SP:Iteration 16Q (9114.970000 sec): 3 clusters
  Score: Raw -193801.822143 + Penalty 2429.116562 = -191372.705580
  nChanged 8
		SP:Iteration 17Q (9114.970000 sec): 3 clusters
  Score: Raw -193807.004165 + Penalty 2429.116562 = -191377.887603
  nChanged 8
		SP:Iteration 18Q (9114.980000 sec): 3 clusters
  Score: Raw -193813.005252 + Penalty 2429.116562 = -191383.888690
  nChanged 9
		SP:Iteration 19Q (9114.980000 sec): 3 clusters
  Score: Raw -193816.881100 + Penalty 2429.116562 = -191387.764538
  nChanged 5
		SP:Iteration 20F (9114.990000 sec): 3 clusters
  Score: Raw -193819.338039 + Penalty 2429.116562 = -191390.221476
  nChanged 6
		SP:Iteration 21Q (9114.990000 sec): 3 clusters
  Score: Raw -193822.825032 + Penalty 2429.116562 = -191393.708470
  nChanged 7
		SP:Iteration 22Q (9115.000000 sec): 3 clusters
  Score: Raw -193827.949073 + Penalty 2429.116562 = -191398.832511
  nChanged 10
		SP:Iteration 23Q (9115.000000 sec): 3 clusters
  Score: Raw -193838.258089 + Penalty 2429.116562 = -191409.141527
  nChanged 10
		SP:Iteration 24Q (9115.000000 sec): 3 clusters
  Score: Raw -193845.043451 + Penalty 2429.116562 = -191415.926889
  nChanged 14
		SP:Iteration 25Q (9115.010000 sec): 3 clusters
  Score: Raw -193852.612326 + Penalty 2429.116562 = -191423.495764
  nChanged 9
		SP:Iteration 26Q (9115.010000 sec): 3 clusters
  Score: Raw -193857.966909 + Penalty 2429.116562 = -191428.850347
  nChanged 10
		SP:Iteration 27Q (9115.020000 sec): 3 clusters
  Score: Raw -193864.006328 + Penalty 2429.116562 = -191434.889766
  nChanged 8
		SP:Iteration 28Q (9115.020000 sec): 3 clusters
  Score: Raw -193870.773145 + Penalty 2429.116562 = -191441.656583
  nChanged 8
		SP:Iteration 29Q (9115.020000 sec): 3 clusters
  Score: Raw -193876.176891 + Penalty 2429.116562 = -191447.060329
  nChanged 6
		SP:Iteration 30Q (9115.030000 sec): 3 clusters
  Score: Raw -193880.567497 + Penalty 2429.116562 = -191451.450935
  nChanged 3
		SP:Iteration 31Q (9115.030000 sec): 3 clusters
  Score: Raw -193883.573743 + Penalty 2429.116562 = -191454.457181
  nChanged 2
		SP:Iteration 32Q (9115.040000 sec): 3 clusters
  Score: Raw -193884.345669 + Penalty 2429.116562 = -191455.229107
  nChanged 0
		SP:Iteration 33F (9115.040000 sec): 3 clusters
  Score: Raw -193884.345669 + Penalty 2429.116562 = -191455.229107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (29177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9115.140000 sec): 2 clusters
  Score: Raw -3369578.156190 + Penalty 1670.684601 = -3367907.471589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9115.210000 sec): 3 clusters
  Score: Raw -3351626.268356 + Penalty 3341.369202 = -3348284.899154
  nChanged 13445
		SP:Iteration 1F (9115.290000 sec): 3 clusters
  Score: Raw -3359238.187347 + Penalty 3341.369202 = -3355896.818145
  nChanged 1480
		SP:Iteration 2F (9115.370000 sec): 3 clusters
  Score: Raw -3359835.523122 + Penalty 3341.369202 = -3356494.153920
  nChanged 1517
		SP:Iteration 3F (9115.440000 sec): 3 clusters
  Score: Raw -3360522.688303 + Penalty 3341.369202 = -3357181.319101
  nChanged 1583
		SP:Iteration 4F (9115.520000 sec): 3 clusters
  Score: Raw -3361358.366309 + Penalty 3341.369202 = -3358016.997107
  nChanged 1708
		SP:Iteration 5F (9115.600000 sec): 3 clusters
  Score: Raw -3362344.952419 + Penalty 3341.369202 = -3359003.583217
  nChanged 1842
		SP:Iteration 6F (9115.680000 sec): 3 clusters
  Score: Raw -3363614.321402 + Penalty 3341.369202 = -3360272.952200
  nChanged 1964
		SP:Iteration 7F (9115.760000 sec): 3 clusters
  Score: Raw -3365224.883819 + Penalty 3341.369202 = -3361883.514617
  nChanged 1881
		SP:Iteration 8F (9115.830000 sec): 3 clusters
  Score: Raw -3366880.431701 + Penalty 3341.369202 = -3363539.062499
  nChanged 1492
		SP:Iteration 9F (9115.910000 sec): 3 clusters
  Score: Raw -3368299.377039 + Penalty 3341.369202 = -3364958.007837
  nChanged 1128
		SP:Iteration 10Q (9115.980000 sec): 3 clusters
  Score: Raw -3369399.101266 + Penalty 3341.369202 = -3366057.732064
  nChanged 784
		SP:Iteration 11Q (9116.060000 sec): 3 clusters
  Score: Raw -3370039.220457 + Penalty 3341.369202 = -3366697.851255
  nChanged 555
		SP:Iteration 12Q (9116.130000 sec): 3 clusters
  Score: Raw -3370352.028888 + Penalty 3341.369202 = -3367010.659686
  nChanged 346
		SP:Iteration 13Q (9116.200000 sec): 3 clusters
  Score: Raw -3370481.959947 + Penalty 3341.369202 = -3367140.590744
  nChanged 199
		SP:Iteration 14Q (9116.260000 sec): 3 clusters
  Score: Raw -3370540.500086 + Penalty 3341.369202 = -3367199.130884
  nChanged 164
		SP:Iteration 15Q (9116.330000 sec): 3 clusters
  Score: Raw -3370578.808717 + Penalty 3341.369202 = -3367237.439515
  nChanged 120
		SP:Iteration 16Q (9116.400000 sec): 3 clusters
  Score: Raw -3370602.622830 + Penalty 3341.369202 = -3367261.253627
  nChanged 98
		SP:Iteration 17Q (9116.460000 sec): 3 clusters
  Score: Raw -3370617.840021 + Penalty 3341.369202 = -3367276.470819
  nChanged 66
		SP:Iteration 18Q (9116.520000 sec): 3 clusters
  Score: Raw -3370626.551414 + Penalty 3341.369202 = -3367285.182212
  nChanged 65
		SP:Iteration 19Q (9116.590000 sec): 3 clusters
  Score: Raw -3370635.791809 + Penalty 3341.369202 = -3367294.422607
  nChanged 59
		SP:Iteration 20F (9116.660000 sec): 3 clusters
  Score: Raw -3370643.857464 + Penalty 3341.369202 = -3367302.488261
  nChanged 55
		SP:Iteration 21Q (9116.730000 sec): 3 clusters
  Score: Raw -3370650.628563 + Penalty 3341.369202 = -3367309.259360
  nChanged 50
		SP:Iteration 22Q (9116.800000 sec): 3 clusters
  Score: Raw -3370656.879565 + Penalty 3341.369202 = -3367315.510363
  nChanged 57
		SP:Iteration 23Q (9116.860000 sec): 3 clusters
  Score: Raw -3370664.008993 + Penalty 3341.369202 = -3367322.639791
  nChanged 53
		SP:Iteration 24Q (9116.920000 sec): 3 clusters
  Score: Raw -3370672.316935 + Penalty 3341.369202 = -3367330.947733
  nChanged 62
		SP:Iteration 25Q (9116.990000 sec): 3 clusters
  Score: Raw -3370681.836380 + Penalty 3341.369202 = -3367340.467178
  nChanged 58
		SP:Iteration 26Q (9117.050000 sec): 3 clusters
  Score: Raw -3370688.889497 + Penalty 3341.369202 = -3367347.520295
  nChanged 44
		SP:Iteration 27Q (9117.120000 sec): 3 clusters
  Score: Raw -3370693.665414 + Penalty 3341.369202 = -3367352.296212
  nChanged 29
		SP:Iteration 28Q (9117.180000 sec): 3 clusters
  Score: Raw -3370697.408086 + Penalty 3341.369202 = -3367356.038884
  nChanged 30
		SP:Iteration 29Q (9117.250000 sec): 3 clusters
  Score: Raw -3370700.673649 + Penalty 3341.369202 = -3367359.304447
  nChanged 30
		SP:Iteration 30Q (9117.310000 sec): 3 clusters
  Score: Raw -3370704.028039 + Penalty 3341.369202 = -3367362.658837
  nChanged 36
		SP:Iteration 31Q (9117.380000 sec): 3 clusters
  Score: Raw -3370708.591457 + Penalty 3341.369202 = -3367367.222255
  nChanged 37
		SP:Iteration 32Q (9117.440000 sec): 3 clusters
  Score: Raw -3370712.933952 + Penalty 3341.369202 = -3367371.564750
  nChanged 31
		SP:Iteration 33Q (9117.500000 sec): 3 clusters
  Score: Raw -3370716.232354 + Penalty 3341.369202 = -3367374.863152
  nChanged 29
		SP:Iteration 34Q (9117.570000 sec): 3 clusters
  Score: Raw -3370719.656842 + Penalty 3341.369202 = -3367378.287639
  nChanged 30
		SP:Iteration 35Q (9117.630000 sec): 3 clusters
  Score: Raw -3370722.979625 + Penalty 3341.369202 = -3367381.610423
  nChanged 31
		SP:Iteration 36Q (9117.700000 sec): 3 clusters
  Score: Raw -3370725.953517 + Penalty 3341.369202 = -3367384.584315
  nChanged 32
		SP:Iteration 37Q (9117.760000 sec): 3 clusters
  Score: Raw -3370729.427671 + Penalty 3341.369202 = -3367388.058468
  nChanged 21
		SP:Iteration 38Q (9117.820000 sec): 3 clusters
  Score: Raw -3370731.287742 + Penalty 3341.369202 = -3367389.918540
  nChanged 19
		SP:Iteration 39Q (9117.890000 sec): 3 clusters
  Score: Raw -3370733.441307 + Penalty 3341.369202 = -3367392.072105
  nChanged 27
		SP:Iteration 40F (9117.970000 sec): 3 clusters
  Score: Raw -3370736.392945 + Penalty 3341.369202 = -3367395.023743
  nChanged 33
		SP:Iteration 41Q (9118.030000 sec): 3 clusters
  Score: Raw -3370740.414695 + Penalty 3341.369202 = -3367399.045493
  nChanged 27
		SP:Iteration 42Q (9118.090000 sec): 3 clusters
  Score: Raw -3370743.698102 + Penalty 3341.369202 = -3367402.328899
  nChanged 23
		SP:Iteration 43Q (9118.160000 sec): 3 clusters
  Score: Raw -3370746.098607 + Penalty 3341.369202 = -3367404.729405
  nChanged 24
		SP:Iteration 44Q (9118.220000 sec): 3 clusters
  Score: Raw -3370748.351396 + Penalty 3341.369202 = -3367406.982194
  nChanged 15
		SP:Iteration 45Q (9118.280000 sec): 3 clusters
  Score: Raw -3370749.741667 + Penalty 3341.369202 = -3367408.372465
  nChanged 16
		SP:Iteration 46Q (9118.350000 sec): 3 clusters
  Score: Raw -3370750.949839 + Penalty 3341.369202 = -3367409.580637
  nChanged 12
		SP:Iteration 47Q (9118.410000 sec): 3 clusters
  Score: Raw -3370751.791866 + Penalty 3341.369202 = -3367410.422663
  nChanged 6
		SP:Iteration 48Q (9118.480000 sec): 3 clusters
  Score: Raw -3370752.300766 + Penalty 3341.369202 = -3367410.931564
  nChanged 4
		SP:Iteration 49Q (9118.540000 sec): 3 clusters
  Score: Raw -3370752.522099 + Penalty 3341.369202 = -3367411.152896
  nChanged 2
		SP:Iteration 50Q (9118.600000 sec): 3 clusters
  Score: Raw -3370752.696380 + Penalty 3341.369202 = -3367411.327178
  nChanged 2
		SP:Iteration 51Q (9118.670000 sec): 3 clusters
  Score: Raw -3370752.798979 + Penalty 3341.369202 = -3367411.429777
  nChanged 1
		SP:Iteration 52Q (9118.740000 sec): 3 clusters
  Score: Raw -3370752.821131 + Penalty 3341.369202 = -3367411.451929
  nChanged 0
		SP:Iteration 53F (9118.810000 sec): 3 clusters
  Score: Raw -3370752.821131 + Penalty 3341.369202 = -3367411.451929
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9118.860000 sec): 2 clusters
  Score: Raw -1459269.257631 + Penalty 1546.694361 = -1457722.563270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9118.900000 sec): 3 clusters
  Score: Raw -1451344.621876 + Penalty 3093.388722 = -1448251.233153
  nChanged 6030
		SP:Iteration 1F (9118.930000 sec): 3 clusters
  Score: Raw -1455018.274367 + Penalty 3093.388722 = -1451924.885645
  nChanged 996
		SP:Iteration 2F (9118.970000 sec): 3 clusters
  Score: Raw -1455628.464649 + Penalty 3093.388722 = -1452535.075926
  nChanged 929
		SP:Iteration 3F (9119.000000 sec): 3 clusters
  Score: Raw -1456276.843804 + Penalty 3093.388722 = -1453183.455082
  nChanged 873
		SP:Iteration 4F (9119.040000 sec): 3 clusters
  Score: Raw -1456855.382185 + Penalty 3093.388722 = -1453761.993463
  nChanged 785
		SP:Iteration 5F (9119.070000 sec): 3 clusters
  Score: Raw -1457298.139666 + Penalty 3093.388722 = -1454204.750943
  nChanged 624
		SP:Iteration 6Q (9119.110000 sec): 3 clusters
  Score: Raw -1457627.342202 + Penalty 3093.388722 = -1454533.953480
  nChanged 531
		SP:Iteration 7Q (9119.140000 sec): 3 clusters
  Score: Raw -1457875.599160 + Penalty 3093.388722 = -1454782.210437
  nChanged 431
		SP:Iteration 8Q (9119.180000 sec): 3 clusters
  Score: Raw -1458053.261453 + Penalty 3093.388722 = -1454959.872731
  nChanged 354
		SP:Iteration 9Q (9119.210000 sec): 3 clusters
  Score: Raw -1458180.242638 + Penalty 3093.388722 = -1455086.853916
  nChanged 298
		SP:Iteration 10Q (9119.250000 sec): 3 clusters
  Score: Raw -1458304.306970 + Penalty 3093.388722 = -1455210.918248
  nChanged 274
		SP:Iteration 11Q (9119.280000 sec): 3 clusters
  Score: Raw -1458417.360211 + Penalty 3093.388722 = -1455323.971489
  nChanged 240
		SP:Iteration 12Q (9119.310000 sec): 3 clusters
  Score: Raw -1458513.031615 + Penalty 3093.388722 = -1455419.642893
  nChanged 209
		SP:Iteration 13Q (9119.350000 sec): 3 clusters
  Score: Raw -1458589.483428 + Penalty 3093.388722 = -1455496.094706
  nChanged 195
		SP:Iteration 14Q (9119.380000 sec): 3 clusters
  Score: Raw -1458662.358882 + Penalty 3093.388722 = -1455568.970159
  nChanged 195
		SP:Iteration 15Q (9119.420000 sec): 3 clusters
  Score: Raw -1458735.119453 + Penalty 3093.388722 = -1455641.730731
  nChanged 173
		SP:Iteration 16Q (9119.450000 sec): 3 clusters
  Score: Raw -1458800.945546 + Penalty 3093.388722 = -1455707.556824
  nChanged 153
		SP:Iteration 17Q (9119.480000 sec): 3 clusters
  Score: Raw -1458860.096240 + Penalty 3093.388722 = -1455766.707518
  nChanged 145
		SP:Iteration 18Q (9119.520000 sec): 3 clusters
  Score: Raw -1458915.261477 + Penalty 3093.388722 = -1455821.872755
  nChanged 159
		SP:Iteration 19Q (9119.550000 sec): 3 clusters
  Score: Raw -1458974.253806 + Penalty 3093.388722 = -1455880.865084
  nChanged 159
		SP:Iteration 20F (9119.590000 sec): 3 clusters
  Score: Raw -1459035.753334 + Penalty 3093.388722 = -1455942.364612
  nChanged 150
		SP:Iteration 21Q (9119.620000 sec): 3 clusters
  Score: Raw -1459097.030748 + Penalty 3093.388722 = -1456003.642025
  nChanged 162
		SP:Iteration 22Q (9119.650000 sec): 3 clusters
  Score: Raw -1459163.899152 + Penalty 3093.388722 = -1456070.510430
  nChanged 161
		SP:Iteration 23Q (9119.690000 sec): 3 clusters
  Score: Raw -1459229.291345 + Penalty 3093.388722 = -1456135.902622
  nChanged 149
		SP:Iteration 24Q (9119.720000 sec): 3 clusters
  Score: Raw -1459292.960506 + Penalty 3093.388722 = -1456199.571783
  nChanged 134
		SP:Iteration 25Q (9119.750000 sec): 3 clusters
  Score: Raw -1459353.640879 + Penalty 3093.388722 = -1456260.252156
  nChanged 137
		SP:Iteration 26Q (9119.780000 sec): 3 clusters
  Score: Raw -1459403.590155 + Penalty 3093.388722 = -1456310.201432
  nChanged 128
		SP:Iteration 27Q (9119.810000 sec): 3 clusters
  Score: Raw -1459465.312961 + Penalty 3093.388722 = -1456371.924238
  nChanged 130
		SP:Iteration 28Q (9119.840000 sec): 3 clusters
  Score: Raw -1459533.985758 + Penalty 3093.388722 = -1456440.597035
  nChanged 136
		SP:Iteration 29Q (9119.870000 sec): 3 clusters
  Score: Raw -1459596.979617 + Penalty 3093.388722 = -1456503.590894
  nChanged 133
		SP:Iteration 30Q (9119.910000 sec): 3 clusters
  Score: Raw -1459653.226274 + Penalty 3093.388722 = -1456559.837552
  nChanged 107
		SP:Iteration 31Q (9119.940000 sec): 3 clusters
  Score: Raw -1459697.637970 + Penalty 3093.388722 = -1456604.249247
  nChanged 102
		SP:Iteration 32Q (9119.970000 sec): 3 clusters
  Score: Raw -1459741.631567 + Penalty 3093.388722 = -1456648.242845
  nChanged 94
		SP:Iteration 33Q (9120.000000 sec): 3 clusters
  Score: Raw -1459777.805273 + Penalty 3093.388722 = -1456684.416550
  nChanged 96
		SP:Iteration 34Q (9120.030000 sec): 3 clusters
  Score: Raw -1459812.921341 + Penalty 3093.388722 = -1456719.532618
  nChanged 95
		SP:Iteration 35Q (9120.060000 sec): 3 clusters
  Score: Raw -1459846.570094 + Penalty 3093.388722 = -1456753.181372
  nChanged 78
		SP:Iteration 36Q (9120.090000 sec): 3 clusters
  Score: Raw -1459875.276804 + Penalty 3093.388722 = -1456781.888082
  nChanged 52
		SP:Iteration 37Q (9120.120000 sec): 3 clusters
  Score: Raw -1459892.604543 + Penalty 3093.388722 = -1456799.215820
  nChanged 53
		SP:Iteration 38Q (9120.150000 sec): 3 clusters
  Score: Raw -1459908.930144 + Penalty 3093.388722 = -1456815.541422
  nChanged 41
		SP:Iteration 39Q (9120.180000 sec): 3 clusters
  Score: Raw -1459917.861873 + Penalty 3093.388722 = -1456824.473151
  nChanged 34
		SP:Iteration 40F (9120.210000 sec): 3 clusters
  Score: Raw -1459925.801486 + Penalty 3093.388722 = -1456832.412764
  nChanged 28
		SP:Iteration 41Q (9120.240000 sec): 3 clusters
  Score: Raw -1459931.904445 + Penalty 3093.388722 = -1456838.515722
  nChanged 25
		SP:Iteration 42Q (9120.270000 sec): 3 clusters
  Score: Raw -1459937.675231 + Penalty 3093.388722 = -1456844.286509
  nChanged 25
		SP:Iteration 43Q (9120.300000 sec): 3 clusters
  Score: Raw -1459942.760675 + Penalty 3093.388722 = -1456849.371953
  nChanged 31
		SP:Iteration 44Q (9120.330000 sec): 3 clusters
  Score: Raw -1459949.217938 + Penalty 3093.388722 = -1456855.829215
  nChanged 24
		SP:Iteration 45Q (9120.360000 sec): 3 clusters
  Score: Raw -1459953.428952 + Penalty 3093.388722 = -1456860.040229
  nChanged 17
		SP:Iteration 46Q (9120.390000 sec): 3 clusters
  Score: Raw -1459957.237535 + Penalty 3093.388722 = -1456863.848813
  nChanged 22
		SP:Iteration 47Q (9120.420000 sec): 3 clusters
  Score: Raw -1459961.443215 + Penalty 3093.388722 = -1456868.054493
  nChanged 18
		SP:Iteration 48Q (9120.450000 sec): 3 clusters
  Score: Raw -1459964.643694 + Penalty 3093.388722 = -1456871.254972
  nChanged 19
		SP:Iteration 49Q (9120.480000 sec): 3 clusters
  Score: Raw -1459968.388453 + Penalty 3093.388722 = -1456874.999731
  nChanged 13
		SP:Iteration 50Q (9120.510000 sec): 3 clusters
  Score: Raw -1459970.787589 + Penalty 3093.388722 = -1456877.398867
  nChanged 12
		SP:Iteration 51Q (9120.530000 sec): 3 clusters
  Score: Raw -1459972.762466 + Penalty 3093.388722 = -1456879.373743
  nChanged 9
		SP:Iteration 52Q (9120.570000 sec): 3 clusters
  Score: Raw -1459973.938634 + Penalty 3093.388722 = -1456880.549912
  nChanged 7
		SP:Iteration 53Q (9120.590000 sec): 3 clusters
  Score: Raw -1459975.054445 + Penalty 3093.388722 = -1456881.665722
  nChanged 5
		SP:Iteration 54Q (9120.620000 sec): 3 clusters
  Score: Raw -1459975.745790 + Penalty 3093.388722 = -1456882.357067
  nChanged 4
		SP:Iteration 55Q (9120.650000 sec): 3 clusters
  Score: Raw -1459976.283579 + Penalty 3093.388722 = -1456882.894857
  nChanged 4
		SP:Iteration 56Q (9120.680000 sec): 3 clusters
  Score: Raw -1459976.961624 + Penalty 3093.388722 = -1456883.572901
  nChanged 3
		SP:Iteration 57Q (9120.710000 sec): 3 clusters
  Score: Raw -1459977.361407 + Penalty 3093.388722 = -1456883.972685
  nChanged 2
		SP:Iteration 58Q (9120.740000 sec): 3 clusters
  Score: Raw -1459977.649585 + Penalty 3093.388722 = -1456884.260863
  nChanged 1
		SP:Iteration 59Q (9120.770000 sec): 3 clusters
  Score: Raw -1459977.830559 + Penalty 3093.388722 = -1456884.441836
  nChanged 0
		SP:Iteration 60F (9120.810000 sec): 3 clusters
  Score: Raw -1459977.830559 + Penalty 3093.388722 = -1456884.441836
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (21343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9120.870000 sec): 2 clusters
  Score: Raw -2409448.976605 + Penalty 1619.877853 = -2407829.098752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9120.930000 sec): 3 clusters
  Score: Raw -2396583.850240 + Penalty 3239.755706 = -2393344.094534
  nChanged 9670
		SP:Iteration 1F (9120.980000 sec): 3 clusters
  Score: Raw -2402071.004909 + Penalty 3239.755706 = -2398831.249203
  nChanged 1310
		SP:Iteration 2F (9121.040000 sec): 3 clusters
  Score: Raw -2402691.109144 + Penalty 3239.755706 = -2399451.353438
  nChanged 1311
		SP:Iteration 3F (9121.100000 sec): 3 clusters
  Score: Raw -2403410.552432 + Penalty 3239.755706 = -2400170.796726
  nChanged 1392
		SP:Iteration 4F (9121.150000 sec): 3 clusters
  Score: Raw -2404252.297791 + Penalty 3239.755706 = -2401012.542084
  nChanged 1403
		SP:Iteration 5F (9121.210000 sec): 3 clusters
  Score: Raw -2405129.021012 + Penalty 3239.755706 = -2401889.265306
  nChanged 1362
		SP:Iteration 6F (9121.270000 sec): 3 clusters
  Score: Raw -2406001.762824 + Penalty 3239.755706 = -2402762.007118
  nChanged 1224
		SP:Iteration 7F (9121.320000 sec): 3 clusters
  Score: Raw -2406742.459894 + Penalty 3239.755706 = -2403502.704188
  nChanged 1029
		SP:Iteration 8Q (9121.380000 sec): 3 clusters
  Score: Raw -2407286.783349 + Penalty 3239.755706 = -2404047.027643
  nChanged 781
		SP:Iteration 9Q (9121.440000 sec): 3 clusters
  Score: Raw -2407642.053656 + Penalty 3239.755706 = -2404402.297950
  nChanged 647
		SP:Iteration 10Q (9121.490000 sec): 3 clusters
  Score: Raw -2407928.933358 + Penalty 3239.755706 = -2404689.177651
  nChanged 548
		SP:Iteration 11Q (9121.550000 sec): 3 clusters
  Score: Raw -2408166.852804 + Penalty 3239.755706 = -2404927.097098
  nChanged 476
		SP:Iteration 12Q (9121.610000 sec): 3 clusters
  Score: Raw -2408366.959559 + Penalty 3239.755706 = -2405127.203853
  nChanged 459
		SP:Iteration 13Q (9121.660000 sec): 3 clusters
  Score: Raw -2408562.821927 + Penalty 3239.755706 = -2405323.066220
  nChanged 399
		SP:Iteration 14Q (9121.720000 sec): 3 clusters
  Score: Raw -2408731.401252 + Penalty 3239.755706 = -2405491.645546
  nChanged 337
		SP:Iteration 15Q (9121.780000 sec): 3 clusters
  Score: Raw -2408868.389601 + Penalty 3239.755706 = -2405628.633895
  nChanged 299
		SP:Iteration 16Q (9121.830000 sec): 3 clusters
  Score: Raw -2409002.402664 + Penalty 3239.755706 = -2405762.646958
  nChanged 278
		SP:Iteration 17Q (9121.890000 sec): 3 clusters
  Score: Raw -2409121.493551 + Penalty 3239.755706 = -2405881.737845
  nChanged 245
		SP:Iteration 18Q (9121.940000 sec): 3 clusters
  Score: Raw -2409227.196602 + Penalty 3239.755706 = -2405987.440896
  nChanged 201
		SP:Iteration 19Q (9122.000000 sec): 3 clusters
  Score: Raw -2409316.172417 + Penalty 3239.755706 = -2406076.416711
  nChanged 172
		SP:Iteration 20F (9122.050000 sec): 3 clusters
  Score: Raw -2409391.300449 + Penalty 3239.755706 = -2406151.544743
  nChanged 141
		SP:Iteration 21Q (9122.110000 sec): 3 clusters
  Score: Raw -2409458.725442 + Penalty 3239.755706 = -2406218.969736
  nChanged 125
		SP:Iteration 22Q (9122.160000 sec): 3 clusters
  Score: Raw -2409514.931946 + Penalty 3239.755706 = -2406275.176240
  nChanged 107
		SP:Iteration 23Q (9122.210000 sec): 3 clusters
  Score: Raw -2409562.139561 + Penalty 3239.755706 = -2406322.383855
  nChanged 92
		SP:Iteration 24Q (9122.260000 sec): 3 clusters
  Score: Raw -2409608.436047 + Penalty 3239.755706 = -2406368.680341
  nChanged 71
		SP:Iteration 25Q (9122.310000 sec): 3 clusters
  Score: Raw -2409640.242696 + Penalty 3239.755706 = -2406400.486990
  nChanged 57
		SP:Iteration 26Q (9122.360000 sec): 3 clusters
  Score: Raw -2409667.131311 + Penalty 3239.755706 = -2406427.375605
  nChanged 48
		SP:Iteration 27Q (9122.410000 sec): 3 clusters
  Score: Raw -2409693.902885 + Penalty 3239.755706 = -2406454.147178
  nChanged 44
		SP:Iteration 28Q (9122.460000 sec): 3 clusters
  Score: Raw -2409716.582628 + Penalty 3239.755706 = -2406476.826922
  nChanged 37
		SP:Iteration 29Q (9122.510000 sec): 3 clusters
  Score: Raw -2409731.983498 + Penalty 3239.755706 = -2406492.227792
  nChanged 19
		SP:Iteration 30Q (9122.560000 sec): 3 clusters
  Score: Raw -2409739.730025 + Penalty 3239.755706 = -2406499.974319
  nChanged 15
		SP:Iteration 31Q (9122.600000 sec): 3 clusters
  Score: Raw -2409747.359754 + Penalty 3239.755706 = -2406507.604048
  nChanged 11
		SP:Iteration 32Q (9122.650000 sec): 3 clusters
  Score: Raw -2409752.828258 + Penalty 3239.755706 = -2406513.072552
  nChanged 8
		SP:Iteration 33Q (9122.700000 sec): 3 clusters
  Score: Raw -2409757.426890 + Penalty 3239.755706 = -2406517.671184
  nChanged 10
		SP:Iteration 34Q (9122.750000 sec): 3 clusters
  Score: Raw -2409763.184007 + Penalty 3239.755706 = -2406523.428301
  nChanged 7
		SP:Iteration 35Q (9122.790000 sec): 3 clusters
  Score: Raw -2409767.300794 + Penalty 3239.755706 = -2406527.545087
  nChanged 7
		SP:Iteration 36Q (9122.840000 sec): 3 clusters
  Score: Raw -2409770.640723 + Penalty 3239.755706 = -2406530.885017
  nChanged 7
		SP:Iteration 37Q (9122.880000 sec): 3 clusters
  Score: Raw -2409775.259297 + Penalty 3239.755706 = -2406535.503590
  nChanged 5
		SP:Iteration 38Q (9122.930000 sec): 3 clusters
  Score: Raw -2409778.326906 + Penalty 3239.755706 = -2406538.571200
  nChanged 7
		SP:Iteration 39Q (9122.970000 sec): 3 clusters
  Score: Raw -2409780.713733 + Penalty 3239.755706 = -2406540.958027
  nChanged 4
		SP:Iteration 40F (9123.030000 sec): 3 clusters
  Score: Raw -2409782.530052 + Penalty 3239.755706 = -2406542.774346
  nChanged 2
		SP:Iteration 41Q (9123.080000 sec): 3 clusters
  Score: Raw -2409783.185777 + Penalty 3239.755706 = -2406543.430071
  nChanged 0
		SP:Iteration 42F (9123.130000 sec): 3 clusters
  Score: Raw -2409783.185777 + Penalty 3239.755706 = -2406543.430071
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (5131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9123.150000 sec): 2 clusters
  Score: Raw -579691.764982 + Penalty 1388.246576 = -578303.518406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9123.170000 sec): 3 clusters
  Score: Raw -577060.852512 + Penalty 2776.493152 = -574284.359360
  nChanged 2073
		SP:Iteration 1F (9123.180000 sec): 3 clusters
  Score: Raw -578239.972072 + Penalty 2776.493152 = -575463.478920
  nChanged 365
		SP:Iteration 2F (9123.190000 sec): 3 clusters
  Score: Raw -578453.638823 + Penalty 2776.493152 = -575677.145671
  nChanged 282
		SP:Iteration 3F (9123.200000 sec): 3 clusters
  Score: Raw -578638.281845 + Penalty 2776.493152 = -575861.788693
  nChanged 278
		SP:Iteration 4F (9123.220000 sec): 3 clusters
  Score: Raw -578839.417879 + Penalty 2776.493152 = -576062.924727
  nChanged 264
		SP:Iteration 5F (9123.230000 sec): 3 clusters
  Score: Raw -579051.580353 + Penalty 2776.493152 = -576275.087202
  nChanged 274
		SP:Iteration 6F (9123.240000 sec): 3 clusters
  Score: Raw -579328.904519 + Penalty 2776.493152 = -576552.411367
  nChanged 292
		SP:Iteration 7F (9123.260000 sec): 3 clusters
  Score: Raw -579604.475517 + Penalty 2776.493152 = -576827.982366
  nChanged 285
		SP:Iteration 8F (9123.270000 sec): 3 clusters
  Score: Raw -579865.786399 + Penalty 2776.493152 = -577089.293247
  nChanged 252
		SP:Iteration 9Q (9123.280000 sec): 3 clusters
  Score: Raw -580111.828195 + Penalty 2776.493152 = -577335.335044
  nChanged 229
		SP:Iteration 10Q (9123.290000 sec): 3 clusters
  Score: Raw -580347.951157 + Penalty 2776.493152 = -577571.458005
  nChanged 192
		SP:Iteration 11Q (9123.310000 sec): 3 clusters
  Score: Raw -580558.418054 + Penalty 2776.493152 = -577781.924902
  nChanged 146
		SP:Iteration 12Q (9123.320000 sec): 3 clusters
  Score: Raw -580678.312431 + Penalty 2776.493152 = -577901.819279
  nChanged 100
		SP:Iteration 13Q (9123.330000 sec): 3 clusters
  Score: Raw -580753.649447 + Penalty 2776.493152 = -577977.156295
  nChanged 72
		SP:Iteration 14Q (9123.340000 sec): 3 clusters
  Score: Raw -580811.879547 + Penalty 2776.493152 = -578035.386396
  nChanged 70
		SP:Iteration 15Q (9123.350000 sec): 3 clusters
  Score: Raw -580857.966432 + Penalty 2776.493152 = -578081.473281
  nChanged 57
		SP:Iteration 16Q (9123.360000 sec): 3 clusters
  Score: Raw -580885.699957 + Penalty 2776.493152 = -578109.206805
  nChanged 44
		SP:Iteration 17Q (9123.370000 sec): 3 clusters
  Score: Raw -580909.515892 + Penalty 2776.493152 = -578133.022741
  nChanged 43
		SP:Iteration 18Q (9123.390000 sec): 3 clusters
  Score: Raw -580945.376569 + Penalty 2776.493152 = -578168.883417
  nChanged 40
		SP:Iteration 19Q (9123.390000 sec): 3 clusters
  Score: Raw -580976.475723 + Penalty 2776.493152 = -578199.982572
  nChanged 41
		SP:Iteration 20F (9123.410000 sec): 3 clusters
  Score: Raw -581012.846551 + Penalty 2776.493152 = -578236.353400
  nChanged 36
		SP:Iteration 21Q (9123.420000 sec): 3 clusters
  Score: Raw -581034.912362 + Penalty 2776.493152 = -578258.419210
  nChanged 28
		SP:Iteration 22Q (9123.430000 sec): 3 clusters
  Score: Raw -581049.459698 + Penalty 2776.493152 = -578272.966547
  nChanged 29
		SP:Iteration 23Q (9123.440000 sec): 3 clusters
  Score: Raw -581064.055180 + Penalty 2776.493152 = -578287.562029
  nChanged 21
		SP:Iteration 24Q (9123.450000 sec): 3 clusters
  Score: Raw -581072.793425 + Penalty 2776.493152 = -578296.300274
  nChanged 13
		SP:Iteration 25Q (9123.460000 sec): 3 clusters
  Score: Raw -581079.591673 + Penalty 2776.493152 = -578303.098521
  nChanged 11
		SP:Iteration 26Q (9123.470000 sec): 3 clusters
  Score: Raw -581084.851479 + Penalty 2776.493152 = -578308.358328
  nChanged 13
		SP:Iteration 27Q (9123.480000 sec): 3 clusters
  Score: Raw -581088.953358 + Penalty 2776.493152 = -578312.460207
  nChanged 10
		SP:Iteration 28Q (9123.490000 sec): 3 clusters
  Score: Raw -581091.929801 + Penalty 2776.493152 = -578315.436650
  nChanged 5
		SP:Iteration 29Q (9123.500000 sec): 3 clusters
  Score: Raw -581093.695810 + Penalty 2776.493152 = -578317.202658
  nChanged 5
		SP:Iteration 30Q (9123.510000 sec): 3 clusters
  Score: Raw -581096.006909 + Penalty 2776.493152 = -578319.513757
  nChanged 3
		SP:Iteration 31Q (9123.520000 sec): 3 clusters
  Score: Raw -581096.586757 + Penalty 2776.493152 = -578320.093605
  nChanged 2
		SP:Iteration 32Q (9123.530000 sec): 3 clusters
  Score: Raw -581097.209207 + Penalty 2776.493152 = -578320.716055
  nChanged 1
		SP:Iteration 33Q (9123.540000 sec): 3 clusters
  Score: Raw -581097.578922 + Penalty 2776.493152 = -578321.085771
  nChanged 1
		SP:Iteration 34Q (9123.550000 sec): 3 clusters
  Score: Raw -581097.668506 + Penalty 2776.493152 = -578321.175354
  nChanged 1
		SP:Iteration 35Q (9123.560000 sec): 3 clusters
  Score: Raw -581097.809862 + Penalty 2776.493152 = -578321.316710
  nChanged 0
		SP:Iteration 36F (9123.580000 sec): 3 clusters
  Score: Raw -581097.809862 + Penalty 2776.493152 = -578321.316710
  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 12.55 GB.

 Trying to split cluster 18 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9123.590000 sec): 2 clusters
  Score: Raw -38341.729732 + Penalty 959.621300 = -37382.108432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9123.590000 sec): 3 clusters
  Score: Raw -38351.350785 + Penalty 1919.242601 = -36432.108184
  nChanged 72
		SP:Iteration 1F (9123.590000 sec): 3 clusters
  Score: Raw -38505.063358 + Penalty 1919.242601 = -36585.820757
  nChanged 20
		SP:Iteration 2F (9123.600000 sec): 3 clusters
  Score: Raw -38550.184956 + Penalty 1919.242601 = -36630.942355
  nChanged 8
		SP:Iteration 3Q (9123.600000 sec): 3 clusters
  Score: Raw -38574.315872 + Penalty 1919.242601 = -36655.073271
  nChanged 7
		SP:Iteration 4Q (9123.600000 sec): 3 clusters
  Score: Raw -38597.725156 + Penalty 1919.242601 = -36678.482555
  nChanged 4
		SP:Iteration 5Q (9123.600000 sec): 3 clusters
  Score: Raw -38606.919090 + Penalty 1919.242601 = -36687.676490
  nChanged 1
		SP:Iteration 6Q (9123.600000 sec): 3 clusters
  Score: Raw -38610.013995 + Penalty 1919.242601 = -36690.771394
  nChanged 0
		SP:Iteration 7F (9123.600000 sec): 3 clusters
  Score: Raw -38610.013995 + Penalty 1919.242601 = -36690.771394
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9123.610000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9123.610000 sec): 3 clusters
  Score: Raw -39133.845730 + Penalty 1915.680921 = -37218.164809
  nChanged 74
		SP:Iteration 1F (9123.610000 sec): 3 clusters
  Score: Raw -39268.772809 + Penalty 1915.680921 = -37353.091888
  nChanged 17
		SP:Iteration 2Q (9123.610000 sec): 3 clusters
  Score: Raw -39332.108625 + Penalty 1915.680921 = -37416.427704
  nChanged 17
		SP:Iteration 3Q (9123.610000 sec): 3 clusters
  Score: Raw -39411.616256 + Penalty 1915.680921 = -37495.935335
  nChanged 12
		SP:Iteration 4Q (9123.610000 sec): 3 clusters
  Score: Raw -39538.193084 + Penalty 1915.680921 = -37622.512163
  nChanged 11
		SP:Iteration 5Q (9123.610000 sec): 3 clusters
  Score: Raw -39566.854269 + Penalty 1915.680921 = -37651.173348
  nChanged 7
		SP:Iteration 6Q (9123.610000 sec): 3 clusters
  Score: Raw -39583.808438 + Penalty 1915.680921 = -37668.127517
  nChanged 7
		SP:Iteration 7Q (9123.610000 sec): 3 clusters
  Score: Raw -39608.660895 + Penalty 1915.680921 = -37692.979974
  nChanged 5
		SP:Iteration 8Q (9123.610000 sec): 3 clusters
  Score: Raw -39618.837732 + Penalty 1915.680921 = -37703.156811
  nChanged 4
		SP:Iteration 9Q (9123.610000 sec): 3 clusters
  Score: Raw -39627.672598 + Penalty 1915.680921 = -37711.991676
  nChanged 5
		SP:Iteration 10Q (9123.610000 sec): 3 clusters
  Score: Raw -39641.903358 + Penalty 1915.680921 = -37726.222437
  nChanged 6
		SP:Iteration 11Q (9123.610000 sec): 3 clusters
  Score: Raw -39657.431520 + Penalty 1915.680921 = -37741.750598
  nChanged 5
		SP:Iteration 12Q (9123.620000 sec): 3 clusters
  Score: Raw -39683.559521 + Penalty 1915.680921 = -37767.878600
  nChanged 5
		SP:Iteration 13Q (9123.620000 sec): 3 clusters
  Score: Raw -39704.308567 + Penalty 1915.680921 = -37788.627646
  nChanged 5
		SP:Iteration 14Q (9123.620000 sec): 3 clusters
  Score: Raw -39715.895342 + Penalty 1915.680921 = -37800.214421
  nChanged 0
		SP:Iteration 15F (9123.620000 sec): 3 clusters
  Score: Raw -39715.895342 + Penalty 1915.680921 = -37800.214421
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (6547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9123.640000 sec): 2 clusters
  Score: Raw -770192.135224 + Penalty 1427.848859 = -768764.286365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9123.660000 sec): 3 clusters
  Score: Raw -766676.803459 + Penalty 2855.697718 = -763821.105741
  nChanged 2671
		SP:Iteration 1F (9123.670000 sec): 3 clusters
  Score: Raw -768062.944498 + Penalty 2855.697718 = -765207.246780
  nChanged 395
		SP:Iteration 2F (9123.690000 sec): 3 clusters
  Score: Raw -768250.309298 + Penalty 2855.697718 = -765394.611580
  nChanged 330
		SP:Iteration 3F (9123.710000 sec): 3 clusters
  Score: Raw -768388.092447 + Penalty 2855.697718 = -765532.394730
  nChanged 254
		SP:Iteration 4Q (9123.730000 sec): 3 clusters
  Score: Raw -768498.980235 + Penalty 2855.697718 = -765643.282517
  nChanged 221
		SP:Iteration 5Q (9123.740000 sec): 3 clusters
  Score: Raw -768597.795676 + Penalty 2855.697718 = -765742.097959
  nChanged 189
		SP:Iteration 6Q (9123.760000 sec): 3 clusters
  Score: Raw -768680.879975 + Penalty 2855.697718 = -765825.182258
  nChanged 210
		SP:Iteration 7Q (9123.770000 sec): 3 clusters
  Score: Raw -768760.301364 + Penalty 2855.697718 = -765904.603647
  nChanged 168
		SP:Iteration 8Q (9123.790000 sec): 3 clusters
  Score: Raw -768825.732547 + Penalty 2855.697718 = -765970.034830
  nChanged 178
		SP:Iteration 9Q (9123.810000 sec): 3 clusters
  Score: Raw -768914.056015 + Penalty 2855.697718 = -766058.358298
  nChanged 213
		SP:Iteration 10Q (9123.830000 sec): 3 clusters
  Score: Raw -769026.753000 + Penalty 2855.697718 = -766171.055283
  nChanged 227
		SP:Iteration 11Q (9123.840000 sec): 3 clusters
  Score: Raw -769144.624320 + Penalty 2855.697718 = -766288.926602
  nChanged 222
		SP:Iteration 12Q (9123.860000 sec): 3 clusters
  Score: Raw -769285.403068 + Penalty 2855.697718 = -766429.705351
  nChanged 229
		SP:Iteration 13Q (9123.870000 sec): 3 clusters
  Score: Raw -769440.218408 + Penalty 2855.697718 = -766584.520690
  nChanged 226
		SP:Iteration 14Q (9123.890000 sec): 3 clusters
  Score: Raw -769584.806629 + Penalty 2855.697718 = -766729.108912
  nChanged 197
		SP:Iteration 15Q (9123.910000 sec): 3 clusters
  Score: Raw -769719.268139 + Penalty 2855.697718 = -766863.570421
  nChanged 179
		SP:Iteration 16Q (9123.920000 sec): 3 clusters
  Score: Raw -769852.242590 + Penalty 2855.697718 = -766996.544873
  nChanged 165
		SP:Iteration 17Q (9123.940000 sec): 3 clusters
  Score: Raw -769970.107792 + Penalty 2855.697718 = -767114.410075
  nChanged 144
		SP:Iteration 18Q (9123.950000 sec): 3 clusters
  Score: Raw -770060.862198 + Penalty 2855.697718 = -767205.164480
  nChanged 115
		SP:Iteration 19Q (9123.970000 sec): 3 clusters
  Score: Raw -770131.831048 + Penalty 2855.697718 = -767276.133330
  nChanged 77
		SP:Iteration 20F (9123.980000 sec): 3 clusters
  Score: Raw -770174.689050 + Penalty 2855.697718 = -767318.991332
  nChanged 65
		SP:Iteration 21Q (9124.000000 sec): 3 clusters
  Score: Raw -770207.610374 + Penalty 2855.697718 = -767351.912656
  nChanged 52
		SP:Iteration 22Q (9124.010000 sec): 3 clusters
  Score: Raw -770235.703419 + Penalty 2855.697718 = -767380.005702
  nChanged 43
		SP:Iteration 23Q (9124.030000 sec): 3 clusters
  Score: Raw -770257.447361 + Penalty 2855.697718 = -767401.749644
  nChanged 35
		SP:Iteration 24Q (9124.040000 sec): 3 clusters
  Score: Raw -770277.278170 + Penalty 2855.697718 = -767421.580452
  nChanged 40
		SP:Iteration 25Q (9124.050000 sec): 3 clusters
  Score: Raw -770298.040065 + Penalty 2855.697718 = -767442.342348
  nChanged 29
		SP:Iteration 26Q (9124.070000 sec): 3 clusters
  Score: Raw -770310.026918 + Penalty 2855.697718 = -767454.329200
  nChanged 24
		SP:Iteration 27Q (9124.080000 sec): 3 clusters
  Score: Raw -770323.745681 + Penalty 2855.697718 = -767468.047963
  nChanged 21
		SP:Iteration 28Q (9124.090000 sec): 3 clusters
  Score: Raw -770334.156876 + Penalty 2855.697718 = -767478.459159
  nChanged 15
		SP:Iteration 29Q (9124.110000 sec): 3 clusters
  Score: Raw -770342.761769 + Penalty 2855.697718 = -767487.064051
  nChanged 16
		SP:Iteration 30Q (9124.120000 sec): 3 clusters
  Score: Raw -770352.099929 + Penalty 2855.697718 = -767496.402211
  nChanged 18
		SP:Iteration 31Q (9124.130000 sec): 3 clusters
  Score: Raw -770360.482976 + Penalty 2855.697718 = -767504.785258
  nChanged 11
		SP:Iteration 32Q (9124.140000 sec): 3 clusters
  Score: Raw -770364.241166 + Penalty 2855.697718 = -767508.543448
  nChanged 8
		SP:Iteration 33Q (9124.160000 sec): 3 clusters
  Score: Raw -770367.188272 + Penalty 2855.697718 = -767511.490554
  nChanged 4
		SP:Iteration 34Q (9124.170000 sec): 3 clusters
  Score: Raw -770368.958153 + Penalty 2855.697718 = -767513.260435
  nChanged 3
		SP:Iteration 35Q (9124.180000 sec): 3 clusters
  Score: Raw -770369.637785 + Penalty 2855.697718 = -767513.940068
  nChanged 1
		SP:Iteration 36Q (9124.190000 sec): 3 clusters
  Score: Raw -770370.618403 + Penalty 2855.697718 = -767514.920685
  nChanged 2
		SP:Iteration 37Q (9124.210000 sec): 3 clusters
  Score: Raw -770370.901482 + Penalty 2855.697718 = -767515.203764
  nChanged 0
		SP:Iteration 38F (9124.220000 sec): 3 clusters
  Score: Raw -770370.901482 + Penalty 2855.697718 = -767515.203764
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9124.240000 sec): 2 clusters
  Score: Raw -435722.227408 + Penalty 1356.868057 = -434365.359351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9124.250000 sec): 3 clusters
  Score: Raw -433670.016974 + Penalty 2713.736113 = -430956.280861
  nChanged 1685
		SP:Iteration 1F (9124.260000 sec): 3 clusters
  Score: Raw -434995.112812 + Penalty 2713.736113 = -432281.376699
  nChanged 449
		SP:Iteration 2F (9124.270000 sec): 3 clusters
  Score: Raw -435566.579102 + Penalty 2713.736113 = -432852.842989
  nChanged 372
		SP:Iteration 3F (9124.280000 sec): 3 clusters
  Score: Raw -435946.640388 + Penalty 2713.736113 = -433232.904274
  nChanged 241
		SP:Iteration 4F (9124.290000 sec): 3 clusters
  Score: Raw -436136.986720 + Penalty 2713.736113 = -433423.250607
  nChanged 181
		SP:Iteration 5Q (9124.300000 sec): 3 clusters
  Score: Raw -436270.707286 + Penalty 2713.736113 = -433556.971173
  nChanged 126
		SP:Iteration 6Q (9124.310000 sec): 3 clusters
  Score: Raw -436347.234573 + Penalty 2713.736113 = -433633.498459
  nChanged 88
		SP:Iteration 7Q (9124.320000 sec): 3 clusters
  Score: Raw -436390.102608 + Penalty 2713.736113 = -433676.366494
  nChanged 73
		SP:Iteration 8Q (9124.330000 sec): 3 clusters
  Score: Raw -436423.801847 + Penalty 2713.736113 = -433710.065733
  nChanged 55
		SP:Iteration 9Q (9124.340000 sec): 3 clusters
  Score: Raw -436446.149220 + Penalty 2713.736113 = -433732.413106
  nChanged 31
		SP:Iteration 10Q (9124.350000 sec): 3 clusters
  Score: Raw -436457.137157 + Penalty 2713.736113 = -433743.401044
  nChanged 24
		SP:Iteration 11Q (9124.360000 sec): 3 clusters
  Score: Raw -436465.396481 + Penalty 2713.736113 = -433751.660368
  nChanged 25
		SP:Iteration 12Q (9124.370000 sec): 3 clusters
  Score: Raw -436471.254463 + Penalty 2713.736113 = -433757.518350
  nChanged 18
		SP:Iteration 13Q (9124.380000 sec): 3 clusters
  Score: Raw -436476.091393 + Penalty 2713.736113 = -433762.355279
  nChanged 16
		SP:Iteration 14Q (9124.390000 sec): 3 clusters
  Score: Raw -436481.908131 + Penalty 2713.736113 = -433768.172018
  nChanged 17
		SP:Iteration 15Q (9124.400000 sec): 3 clusters
  Score: Raw -436488.156864 + Penalty 2713.736113 = -433774.420750
  nChanged 6
		SP:Iteration 16Q (9124.410000 sec): 3 clusters
  Score: Raw -436489.591809 + Penalty 2713.736113 = -433775.855695
  nChanged 4
		SP:Iteration 17Q (9124.420000 sec): 3 clusters
  Score: Raw -436490.244279 + Penalty 2713.736113 = -433776.508166
  nChanged 5
		SP:Iteration 18Q (9124.430000 sec): 3 clusters
  Score: Raw -436491.155300 + Penalty 2713.736113 = -433777.419186
  nChanged 5
		SP:Iteration 19Q (9124.440000 sec): 3 clusters
  Score: Raw -436493.155360 + Penalty 2713.736113 = -433779.419247
  nChanged 4
		SP:Iteration 20F (9124.450000 sec): 3 clusters
  Score: Raw -436493.851990 + Penalty 2713.736113 = -433780.115876
  nChanged 4
		SP:Iteration 21Q (9124.460000 sec): 3 clusters
  Score: Raw -436495.217879 + Penalty 2713.736113 = -433781.481765
  nChanged 3
		SP:Iteration 22Q (9124.470000 sec): 3 clusters
  Score: Raw -436495.739953 + Penalty 2713.736113 = -433782.003839
  nChanged 2
		SP:Iteration 23Q (9124.480000 sec): 3 clusters
  Score: Raw -436496.587844 + Penalty 2713.736113 = -433782.851730
  nChanged 1
		SP:Iteration 24Q (9124.490000 sec): 3 clusters
  Score: Raw -436496.680047 + Penalty 2713.736113 = -433782.943933
  nChanged 1
		SP:Iteration 25Q (9124.500000 sec): 3 clusters
  Score: Raw -436496.826604 + Penalty 2713.736113 = -433783.090490
  nChanged 1
		SP:Iteration 26Q (9124.510000 sec): 3 clusters
  Score: Raw -436497.055302 + Penalty 2713.736113 = -433783.319188
  nChanged 0
		SP:Iteration 27F (9124.520000 sec): 3 clusters
  Score: Raw -436497.055302 + Penalty 2713.736113 = -433783.319188
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9124.530000 sec): 2 clusters
  Score: Raw -192749.233813 + Penalty 1211.579962 = -191537.653851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9124.530000 sec): 3 clusters
  Score: Raw -192080.111600 + Penalty 2423.159923 = -189656.951676
  nChanged 582
		SP:Iteration 1F (9124.540000 sec): 3 clusters
  Score: Raw -192485.795519 + Penalty 2423.159923 = -190062.635595
  nChanged 156
		SP:Iteration 2F (9124.540000 sec): 3 clusters
  Score: Raw -192602.863875 + Penalty 2423.159923 = -190179.703951
  nChanged 96
		SP:Iteration 3F (9124.550000 sec): 3 clusters
  Score: Raw -192672.089068 + Penalty 2423.159923 = -190248.929144
  nChanged 61
		SP:Iteration 4Q (9124.550000 sec): 3 clusters
  Score: Raw -192710.192846 + Penalty 2423.159923 = -190287.032922
  nChanged 35
		SP:Iteration 5Q (9124.550000 sec): 3 clusters
  Score: Raw -192731.447463 + Penalty 2423.159923 = -190308.287539
  nChanged 34
		SP:Iteration 6Q (9124.560000 sec): 3 clusters
  Score: Raw -192751.091949 + Penalty 2423.159923 = -190327.932026
  nChanged 25
		SP:Iteration 7Q (9124.570000 sec): 3 clusters
  Score: Raw -192766.360270 + Penalty 2423.159923 = -190343.200347
  nChanged 30
		SP:Iteration 8Q (9124.570000 sec): 3 clusters
  Score: Raw -192789.712286 + Penalty 2423.159923 = -190366.552362
  nChanged 36
		SP:Iteration 9Q (9124.570000 sec): 3 clusters
  Score: Raw -192820.668587 + Penalty 2423.159923 = -190397.508664
  nChanged 50
		SP:Iteration 10Q (9124.580000 sec): 3 clusters
  Score: Raw -192858.592949 + Penalty 2423.159923 = -190435.433026
  nChanged 45
		SP:Iteration 11Q (9124.580000 sec): 3 clusters
  Score: Raw -192892.602760 + Penalty 2423.159923 = -190469.442836
  nChanged 43
		SP:Iteration 12Q (9124.590000 sec): 3 clusters
  Score: Raw -192936.133557 + Penalty 2423.159923 = -190512.973634
  nChanged 48
		SP:Iteration 13Q (9124.590000 sec): 3 clusters
  Score: Raw -192990.046279 + Penalty 2423.159923 = -190566.886356
  nChanged 46
		SP:Iteration 14Q (9124.590000 sec): 3 clusters
  Score: Raw -193047.318680 + Penalty 2423.159923 = -190624.158756
  nChanged 47
		SP:Iteration 15Q (9124.600000 sec): 3 clusters
  Score: Raw -193097.717652 + Penalty 2423.159923 = -190674.557729
  nChanged 34
		SP:Iteration 16Q (9124.600000 sec): 3 clusters
  Score: Raw -193136.769050 + Penalty 2423.159923 = -190713.609126
  nChanged 37
		SP:Iteration 17Q (9124.610000 sec): 3 clusters
  Score: Raw -193180.368264 + Penalty 2423.159923 = -190757.208341
  nChanged 37
		SP:Iteration 18Q (9124.610000 sec): 3 clusters
  Score: Raw -193226.997892 + Penalty 2423.159923 = -190803.837968
  nChanged 36
		SP:Iteration 19Q (9124.610000 sec): 3 clusters
  Score: Raw -193268.387688 + Penalty 2423.159923 = -190845.227765
  nChanged 29
		SP:Iteration 20F (9124.620000 sec): 3 clusters
  Score: Raw -193295.398951 + Penalty 2423.159923 = -190872.239027
  nChanged 24
		SP:Iteration 21Q (9124.620000 sec): 3 clusters
  Score: Raw -193317.079747 + Penalty 2423.159923 = -190893.919824
  nChanged 13
		SP:Iteration 22Q (9124.630000 sec): 3 clusters
  Score: Raw -193329.051055 + Penalty 2423.159923 = -190905.891132
  nChanged 12
		SP:Iteration 23Q (9124.630000 sec): 3 clusters
  Score: Raw -193341.144998 + Penalty 2423.159923 = -190917.985074
  nChanged 12
		SP:Iteration 24Q (9124.630000 sec): 3 clusters
  Score: Raw -193352.245891 + Penalty 2423.159923 = -190929.085968
  nChanged 11
		SP:Iteration 25Q (9124.640000 sec): 3 clusters
  Score: Raw -193359.855005 + Penalty 2423.159923 = -190936.695081
  nChanged 7
		SP:Iteration 26Q (9124.650000 sec): 3 clusters
  Score: Raw -193365.614455 + Penalty 2423.159923 = -190942.454531
  nChanged 3
		SP:Iteration 27Q (9124.650000 sec): 3 clusters
  Score: Raw -193366.732411 + Penalty 2423.159923 = -190943.572487
  nChanged 2
		SP:Iteration 28Q (9124.650000 sec): 3 clusters
  Score: Raw -193367.838585 + Penalty 2423.159923 = -190944.678661
  nChanged 0
		SP:Iteration 29F (9124.660000 sec): 3 clusters
  Score: Raw -193367.838585 + Penalty 2423.159923 = -190944.678661
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9124.670000 sec): 2 clusters
  Score: Raw -497840.780092 + Penalty 1366.778301 = -496474.001791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9124.690000 sec): 3 clusters
  Score: Raw -495554.818763 + Penalty 2733.556602 = -492821.262160
  nChanged 1818
		SP:Iteration 1F (9124.690000 sec): 3 clusters
  Score: Raw -496573.592481 + Penalty 2733.556602 = -493840.035879
  nChanged 324
		SP:Iteration 2F (9124.710000 sec): 3 clusters
  Score: Raw -496750.647110 + Penalty 2733.556602 = -494017.090508
  nChanged 252
		SP:Iteration 3F (9124.720000 sec): 3 clusters
  Score: Raw -496868.174719 + Penalty 2733.556602 = -494134.618117
  nChanged 157
		SP:Iteration 4Q (9124.730000 sec): 3 clusters
  Score: Raw -496926.136568 + Penalty 2733.556602 = -494192.579966
  nChanged 126
		SP:Iteration 5Q (9124.740000 sec): 3 clusters
  Score: Raw -496976.502000 + Penalty 2733.556602 = -494242.945397
  nChanged 106
		SP:Iteration 6Q (9124.750000 sec): 3 clusters
  Score: Raw -497009.250774 + Penalty 2733.556602 = -494275.694172
  nChanged 84
		SP:Iteration 7Q (9124.760000 sec): 3 clusters
  Score: Raw -497035.659089 + Penalty 2733.556602 = -494302.102487
  nChanged 90
		SP:Iteration 8Q (9124.770000 sec): 3 clusters
  Score: Raw -497076.959288 + Penalty 2733.556602 = -494343.402686
  nChanged 105
		SP:Iteration 9Q (9124.790000 sec): 3 clusters
  Score: Raw -497133.689056 + Penalty 2733.556602 = -494400.132454
  nChanged 114
		SP:Iteration 10Q (9124.800000 sec): 3 clusters
  Score: Raw -497191.106530 + Penalty 2733.556602 = -494457.549928
  nChanged 129
		SP:Iteration 11Q (9124.810000 sec): 3 clusters
  Score: Raw -497273.123801 + Penalty 2733.556602 = -494539.567199
  nChanged 175
		SP:Iteration 12Q (9124.820000 sec): 3 clusters
  Score: Raw -497392.440802 + Penalty 2733.556602 = -494658.884200
  nChanged 176
		SP:Iteration 13Q (9124.830000 sec): 3 clusters
  Score: Raw -497507.186899 + Penalty 2733.556602 = -494773.630297
  nChanged 178
		SP:Iteration 14Q (9124.840000 sec): 3 clusters
  Score: Raw -497625.340837 + Penalty 2733.556602 = -494891.784235
  nChanged 161
		SP:Iteration 15Q (9124.850000 sec): 3 clusters
  Score: Raw -497726.369945 + Penalty 2733.556602 = -494992.813342
  nChanged 166
		SP:Iteration 16Q (9124.870000 sec): 3 clusters
  Score: Raw -497840.818725 + Penalty 2733.556602 = -495107.262122
  nChanged 157
		SP:Iteration 17Q (9124.870000 sec): 3 clusters
  Score: Raw -497932.770938 + Penalty 2733.556602 = -495199.214336
  nChanged 135
		SP:Iteration 18Q (9124.890000 sec): 3 clusters
  Score: Raw -498002.696346 + Penalty 2733.556602 = -495269.139743
  nChanged 106
		SP:Iteration 19Q (9124.900000 sec): 3 clusters
  Score: Raw -498056.834888 + Penalty 2733.556602 = -495323.278285
  nChanged 92
		SP:Iteration 20F (9124.910000 sec): 3 clusters
  Score: Raw -498101.210758 + Penalty 2733.556602 = -495367.654155
  nChanged 66
		SP:Iteration 21Q (9124.920000 sec): 3 clusters
  Score: Raw -498127.363554 + Penalty 2733.556602 = -495393.806952
  nChanged 52
		SP:Iteration 22Q (9124.930000 sec): 3 clusters
  Score: Raw -498150.244877 + Penalty 2733.556602 = -495416.688275
  nChanged 47
		SP:Iteration 23Q (9124.940000 sec): 3 clusters
  Score: Raw -498165.574047 + Penalty 2733.556602 = -495432.017445
  nChanged 34
		SP:Iteration 24Q (9124.950000 sec): 3 clusters
  Score: Raw -498176.460502 + Penalty 2733.556602 = -495442.903900
  nChanged 36
		SP:Iteration 25Q (9124.970000 sec): 3 clusters
  Score: Raw -498185.371689 + Penalty 2733.556602 = -495451.815087
  nChanged 17
		SP:Iteration 26Q (9124.980000 sec): 3 clusters
  Score: Raw -498190.465558 + Penalty 2733.556602 = -495456.908956
  nChanged 23
		SP:Iteration 27Q (9124.990000 sec): 3 clusters
  Score: Raw -498197.086586 + Penalty 2733.556602 = -495463.529984
  nChanged 16
		SP:Iteration 28Q (9125.000000 sec): 3 clusters
  Score: Raw -498201.246396 + Penalty 2733.556602 = -495467.689794
  nChanged 12
		SP:Iteration 29Q (9125.010000 sec): 3 clusters
  Score: Raw -498204.102292 + Penalty 2733.556602 = -495470.545689
  nChanged 9
		SP:Iteration 30Q (9125.020000 sec): 3 clusters
  Score: Raw -498207.399910 + Penalty 2733.556602 = -495473.843308
  nChanged 12
		SP:Iteration 31Q (9125.030000 sec): 3 clusters
  Score: Raw -498210.815267 + Penalty 2733.556602 = -495477.258665
  nChanged 10
		SP:Iteration 32Q (9125.050000 sec): 3 clusters
  Score: Raw -498212.834962 + Penalty 2733.556602 = -495479.278360
  nChanged 8
		SP:Iteration 33Q (9125.060000 sec): 3 clusters
  Score: Raw -498214.213919 + Penalty 2733.556602 = -495480.657316
  nChanged 4
		SP:Iteration 34Q (9125.070000 sec): 3 clusters
  Score: Raw -498214.838930 + Penalty 2733.556602 = -495481.282328
  nChanged 5
		SP:Iteration 35Q (9125.080000 sec): 3 clusters
  Score: Raw -498216.074413 + Penalty 2733.556602 = -495482.517811
  nChanged 4
		SP:Iteration 36Q (9125.090000 sec): 3 clusters
  Score: Raw -498217.234500 + Penalty 2733.556602 = -495483.677898
  nChanged 4
		SP:Iteration 37Q (9125.100000 sec): 3 clusters
  Score: Raw -498218.216525 + Penalty 2733.556602 = -495484.659923
  nChanged 4
		SP:Iteration 38Q (9125.110000 sec): 3 clusters
  Score: Raw -498218.847804 + Penalty 2733.556602 = -495485.291201
  nChanged 3
		SP:Iteration 39Q (9125.130000 sec): 3 clusters
  Score: Raw -498219.422753 + Penalty 2733.556602 = -495485.866151
  nChanged 4
		SP:Iteration 40F (9125.140000 sec): 3 clusters
  Score: Raw -498220.820508 + Penalty 2733.556602 = -495487.263905
  nChanged 1
		SP:Iteration 41Q (9125.150000 sec): 3 clusters
  Score: Raw -498221.094341 + Penalty 2733.556602 = -495487.537739
  nChanged 0
		SP:Iteration 42F (9125.160000 sec): 3 clusters
  Score: Raw -498221.094341 + Penalty 2733.556602 = -495487.537739
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (18796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9125.220000 sec): 2 clusters
  Score: Raw -2241401.632380 + Penalty 1599.227396 = -2239802.404984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9125.270000 sec): 3 clusters
  Score: Raw -2230133.988514 + Penalty 3198.454792 = -2226935.533722
  nChanged 8493
		SP:Iteration 1F (9125.320000 sec): 3 clusters
  Score: Raw -2234829.376208 + Penalty 3198.454792 = -2231630.921416
  nChanged 958
		SP:Iteration 2F (9125.370000 sec): 3 clusters
  Score: Raw -2235172.646568 + Penalty 3198.454792 = -2231974.191776
  nChanged 870
		SP:Iteration 3Q (9125.410000 sec): 3 clusters
  Score: Raw -2235482.003843 + Penalty 3198.454792 = -2232283.549051
  nChanged 798
		SP:Iteration 4Q (9125.470000 sec): 3 clusters
  Score: Raw -2235784.708954 + Penalty 3198.454792 = -2232586.254162
  nChanged 839
		SP:Iteration 5Q (9125.510000 sec): 3 clusters
  Score: Raw -2236131.100411 + Penalty 3198.454792 = -2232932.645619
  nChanged 893
		SP:Iteration 6Q (9125.570000 sec): 3 clusters
  Score: Raw -2236504.365585 + Penalty 3198.454792 = -2233305.910792
  nChanged 875
		SP:Iteration 7Q (9125.610000 sec): 3 clusters
  Score: Raw -2236924.703604 + Penalty 3198.454792 = -2233726.248812
  nChanged 920
		SP:Iteration 8Q (9125.670000 sec): 3 clusters
  Score: Raw -2237385.392011 + Penalty 3198.454792 = -2234186.937219
  nChanged 839
		SP:Iteration 9Q (9125.720000 sec): 3 clusters
  Score: Raw -2237784.721315 + Penalty 3198.454792 = -2234586.266523
  nChanged 712
		SP:Iteration 10Q (9125.770000 sec): 3 clusters
  Score: Raw -2238132.366844 + Penalty 3198.454792 = -2234933.912052
  nChanged 660
		SP:Iteration 11Q (9125.820000 sec): 3 clusters
  Score: Raw -2238491.171137 + Penalty 3198.454792 = -2235292.716345
  nChanged 620
		SP:Iteration 12Q (9125.870000 sec): 3 clusters
  Score: Raw -2238870.990730 + Penalty 3198.454792 = -2235672.535938
  nChanged 568
		SP:Iteration 13Q (9125.910000 sec): 3 clusters
  Score: Raw -2239272.609627 + Penalty 3198.454792 = -2236074.154834
  nChanged 502
		SP:Iteration 14Q (9125.960000 sec): 3 clusters
  Score: Raw -2239680.416271 + Penalty 3198.454792 = -2236481.961479
  nChanged 427
		SP:Iteration 15Q (9126.010000 sec): 3 clusters
  Score: Raw -2240046.504587 + Penalty 3198.454792 = -2236848.049795
  nChanged 410
		SP:Iteration 16Q (9126.050000 sec): 3 clusters
  Score: Raw -2240339.891086 + Penalty 3198.454792 = -2237141.436294
  nChanged 325
		SP:Iteration 17Q (9126.100000 sec): 3 clusters
  Score: Raw -2240522.855998 + Penalty 3198.454792 = -2237324.401206
  nChanged 248
		SP:Iteration 18Q (9126.140000 sec): 3 clusters
  Score: Raw -2240647.085559 + Penalty 3198.454792 = -2237448.630767
  nChanged 185
		SP:Iteration 19Q (9126.180000 sec): 3 clusters
  Score: Raw -2240729.274893 + Penalty 3198.454792 = -2237530.820101
  nChanged 168
		SP:Iteration 20F (9126.230000 sec): 3 clusters
  Score: Raw -2240803.492468 + Penalty 3198.454792 = -2237605.037676
  nChanged 150
		SP:Iteration 21Q (9126.270000 sec): 3 clusters
  Score: Raw -2240867.853409 + Penalty 3198.454792 = -2237669.398617
  nChanged 143
		SP:Iteration 22Q (9126.310000 sec): 3 clusters
  Score: Raw -2240930.307930 + Penalty 3198.454792 = -2237731.853137
  nChanged 131
		SP:Iteration 23Q (9126.350000 sec): 3 clusters
  Score: Raw -2240988.368506 + Penalty 3198.454792 = -2237789.913714
  nChanged 118
		SP:Iteration 24Q (9126.390000 sec): 3 clusters
  Score: Raw -2241041.743774 + Penalty 3198.454792 = -2237843.288981
  nChanged 97
		SP:Iteration 25Q (9126.420000 sec): 3 clusters
  Score: Raw -2241081.873474 + Penalty 3198.454792 = -2237883.418682
  nChanged 78
		SP:Iteration 26Q (9126.460000 sec): 3 clusters
  Score: Raw -2241115.206333 + Penalty 3198.454792 = -2237916.751541
  nChanged 73
		SP:Iteration 27Q (9126.500000 sec): 3 clusters
  Score: Raw -2241150.423203 + Penalty 3198.454792 = -2237951.968411
  nChanged 63
		SP:Iteration 28Q (9126.530000 sec): 3 clusters
  Score: Raw -2241181.263900 + Penalty 3198.454792 = -2237982.809108
  nChanged 58
		SP:Iteration 29Q (9126.570000 sec): 3 clusters
  Score: Raw -2241205.588133 + Penalty 3198.454792 = -2238007.133341
  nChanged 48
		SP:Iteration 30Q (9126.610000 sec): 3 clusters
  Score: Raw -2241225.790471 + Penalty 3198.454792 = -2238027.335679
  nChanged 51
		SP:Iteration 31Q (9126.640000 sec): 3 clusters
  Score: Raw -2241249.570818 + Penalty 3198.454792 = -2238051.116026
  nChanged 49
		SP:Iteration 32Q (9126.680000 sec): 3 clusters
  Score: Raw -2241271.430693 + Penalty 3198.454792 = -2238072.975901
  nChanged 45
		SP:Iteration 33Q (9126.710000 sec): 3 clusters
  Score: Raw -2241290.755166 + Penalty 3198.454792 = -2238092.300374
  nChanged 37
		SP:Iteration 34Q (9126.750000 sec): 3 clusters
  Score: Raw -2241305.730043 + Penalty 3198.454792 = -2238107.275251
  nChanged 37
		SP:Iteration 35Q (9126.790000 sec): 3 clusters
  Score: Raw -2241324.136838 + Penalty 3198.454792 = -2238125.682046
  nChanged 32
		SP:Iteration 36Q (9126.820000 sec): 3 clusters
  Score: Raw -2241340.535058 + Penalty 3198.454792 = -2238142.080266
  nChanged 37
		SP:Iteration 37Q (9126.860000 sec): 3 clusters
  Score: Raw -2241355.286109 + Penalty 3198.454792 = -2238156.831317
  nChanged 27
		SP:Iteration 38Q (9126.890000 sec): 3 clusters
  Score: Raw -2241364.612747 + Penalty 3198.454792 = -2238166.157955
  nChanged 28
		SP:Iteration 39Q (9126.930000 sec): 3 clusters
  Score: Raw -2241378.792315 + Penalty 3198.454792 = -2238180.337523
  nChanged 28
		SP:Iteration 40F (9126.980000 sec): 3 clusters
  Score: Raw -2241393.621505 + Penalty 3198.454792 = -2238195.166713
  nChanged 36
		SP:Iteration 41Q (9127.010000 sec): 3 clusters
  Score: Raw -2241414.195285 + Penalty 3198.454792 = -2238215.740493
  nChanged 28
		SP:Iteration 42Q (9127.050000 sec): 3 clusters
  Score: Raw -2241427.792100 + Penalty 3198.454792 = -2238229.337308
  nChanged 26
		SP:Iteration 43Q (9127.080000 sec): 3 clusters
  Score: Raw -2241439.710621 + Penalty 3198.454792 = -2238241.255829
  nChanged 24
		SP:Iteration 44Q (9127.120000 sec): 3 clusters
  Score: Raw -2241450.383805 + Penalty 3198.454792 = -2238251.929013
  nChanged 16
		SP:Iteration 45Q (9127.150000 sec): 3 clusters
  Score: Raw -2241459.614833 + Penalty 3198.454792 = -2238261.160041
  nChanged 20
		SP:Iteration 46Q (9127.190000 sec): 3 clusters
  Score: Raw -2241467.706216 + Penalty 3198.454792 = -2238269.251424
  nChanged 15
		SP:Iteration 47Q (9127.220000 sec): 3 clusters
  Score: Raw -2241476.325357 + Penalty 3198.454792 = -2238277.870565
  nChanged 18
		SP:Iteration 48Q (9127.260000 sec): 3 clusters
  Score: Raw -2241485.219438 + Penalty 3198.454792 = -2238286.764646
  nChanged 15
		SP:Iteration 49Q (9127.290000 sec): 3 clusters
  Score: Raw -2241493.348874 + Penalty 3198.454792 = -2238294.894082
  nChanged 12
		SP:Iteration 50Q (9127.330000 sec): 3 clusters
  Score: Raw -2241502.051179 + Penalty 3198.454792 = -2238303.596387
  nChanged 12
		SP:Iteration 51Q (9127.360000 sec): 3 clusters
  Score: Raw -2241509.626197 + Penalty 3198.454792 = -2238311.171405
  nChanged 13
		SP:Iteration 52Q (9127.390000 sec): 3 clusters
  Score: Raw -2241516.333743 + Penalty 3198.454792 = -2238317.878951
  nChanged 9
		SP:Iteration 53Q (9127.430000 sec): 3 clusters
  Score: Raw -2241519.598472 + Penalty 3198.454792 = -2238321.143679
  nChanged 8
		SP:Iteration 54Q (9127.460000 sec): 3 clusters
  Score: Raw -2241524.231657 + Penalty 3198.454792 = -2238325.776865
  nChanged 6
		SP:Iteration 55Q (9127.500000 sec): 3 clusters
  Score: Raw -2241527.953846 + Penalty 3198.454792 = -2238329.499054
  nChanged 6
		SP:Iteration 56Q (9127.530000 sec): 3 clusters
  Score: Raw -2241530.342304 + Penalty 3198.454792 = -2238331.887512
  nChanged 4
		SP:Iteration 57Q (9127.570000 sec): 3 clusters
  Score: Raw -2241531.887805 + Penalty 3198.454792 = -2238333.433013
  nChanged 3
		SP:Iteration 58Q (9127.600000 sec): 3 clusters
  Score: Raw -2241533.121767 + Penalty 3198.454792 = -2238334.666975
  nChanged 5
		SP:Iteration 59Q (9127.630000 sec): 3 clusters
  Score: Raw -2241536.606832 + Penalty 3198.454792 = -2238338.152040
  nChanged 7
		SP:Iteration 60F (9127.680000 sec): 3 clusters
  Score: Raw -2241539.158841 + Penalty 3198.454792 = -2238340.704049
  nChanged 3
		SP:Iteration 61Q (9127.710000 sec): 3 clusters
  Score: Raw -2241539.960700 + Penalty 3198.454792 = -2238341.505908
  nChanged 3
		SP:Iteration 62Q (9127.750000 sec): 3 clusters
  Score: Raw -2241541.114878 + Penalty 3198.454792 = -2238342.660085
  nChanged 2
		SP:Iteration 63Q (9127.780000 sec): 3 clusters
  Score: Raw -2241541.427113 + Penalty 3198.454792 = -2238342.972321
  nChanged 3
		SP:Iteration 64Q (9127.810000 sec): 3 clusters
  Score: Raw -2241543.067248 + Penalty 3198.454792 = -2238344.612456
  nChanged 5
		SP:Iteration 65Q (9127.850000 sec): 3 clusters
  Score: Raw -2241546.755190 + Penalty 3198.454792 = -2238348.300398
  nChanged 5
		SP:Iteration 66Q (9127.880000 sec): 3 clusters
  Score: Raw -2241548.480335 + Penalty 3198.454792 = -2238350.025543
  nChanged 5
		SP:Iteration 67Q (9127.910000 sec): 3 clusters
  Score: Raw -2241550.418992 + Penalty 3198.454792 = -2238351.964200
  nChanged 4
		SP:Iteration 68Q (9127.950000 sec): 3 clusters
  Score: Raw -2241552.415637 + Penalty 3198.454792 = -2238353.960845
  nChanged 4
		SP:Iteration 69Q (9127.980000 sec): 3 clusters
  Score: Raw -2241556.860529 + Penalty 3198.454792 = -2238358.405737
  nChanged 6
		SP:Iteration 70Q (9128.010000 sec): 3 clusters
  Score: Raw -2241560.844792 + Penalty 3198.454792 = -2238362.390000
  nChanged 5
		SP:Iteration 71Q (9128.050000 sec): 3 clusters
  Score: Raw -2241564.528310 + Penalty 3198.454792 = -2238366.073518
  nChanged 4
		SP:Iteration 72Q (9128.080000 sec): 3 clusters
  Score: Raw -2241566.128019 + Penalty 3198.454792 = -2238367.673227
  nChanged 1
		SP:Iteration 73Q (9128.110000 sec): 3 clusters
  Score: Raw -2241566.841867 + Penalty 3198.454792 = -2238368.387075
  nChanged 1
		SP:Iteration 74Q (9128.150000 sec): 3 clusters
  Score: Raw -2241567.386577 + Penalty 3198.454792 = -2238368.931785
  nChanged 1
		SP:Iteration 75Q (9128.180000 sec): 3 clusters
  Score: Raw -2241568.100948 + Penalty 3198.454792 = -2238369.646156
  nChanged 1
		SP:Iteration 76Q (9128.210000 sec): 3 clusters
  Score: Raw -2241568.597472 + Penalty 3198.454792 = -2238370.142680
  nChanged 0
		SP:Iteration 77F (9128.260000 sec): 3 clusters
  Score: Raw -2241568.597472 + Penalty 3198.454792 = -2238370.142680
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (18661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9128.320000 sec): 2 clusters
  Score: Raw -2218931.727726 + Penalty 1598.056048 = -2217333.671679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9128.370000 sec): 3 clusters
  Score: Raw -2207739.253061 + Penalty 3196.112096 = -2204543.140966
  nChanged 8449
		SP:Iteration 1F (9128.410000 sec): 3 clusters
  Score: Raw -2212209.341653 + Penalty 3196.112096 = -2209013.229557
  nChanged 851
		SP:Iteration 2Q (9128.460000 sec): 3 clusters
  Score: Raw -2212484.195931 + Penalty 3196.112096 = -2209288.083835
  nChanged 754
		SP:Iteration 3Q (9128.510000 sec): 3 clusters
  Score: Raw -2212724.446046 + Penalty 3196.112096 = -2209528.333950
  nChanged 675
		SP:Iteration 4Q (9128.560000 sec): 3 clusters
  Score: Raw -2212945.026934 + Penalty 3196.112096 = -2209748.914839
  nChanged 644
		SP:Iteration 5Q (9128.610000 sec): 3 clusters
  Score: Raw -2213192.152809 + Penalty 3196.112096 = -2209996.040713
  nChanged 692
		SP:Iteration 6Q (9128.660000 sec): 3 clusters
  Score: Raw -2213509.845712 + Penalty 3196.112096 = -2210313.733617
  nChanged 793
		SP:Iteration 7Q (9128.710000 sec): 3 clusters
  Score: Raw -2213931.500725 + Penalty 3196.112096 = -2210735.388630
  nChanged 922
		SP:Iteration 8Q (9128.750000 sec): 3 clusters
  Score: Raw -2214524.318334 + Penalty 3196.112096 = -2211328.206238
  nChanged 1065
		SP:Iteration 9F (9128.800000 sec): 3 clusters
  Score: Raw -2215315.895546 + Penalty 3196.112096 = -2212119.783450
  nChanged 1092
		SP:Iteration 10F (9128.850000 sec): 3 clusters
  Score: Raw -2216223.943198 + Penalty 3196.112096 = -2213027.831102
  nChanged 1012
		SP:Iteration 11F (9128.900000 sec): 3 clusters
  Score: Raw -2217099.251911 + Penalty 3196.112096 = -2213903.139816
  nChanged 784
		SP:Iteration 12Q (9128.950000 sec): 3 clusters
  Score: Raw -2217748.368591 + Penalty 3196.112096 = -2214552.256495
  nChanged 604
		SP:Iteration 13Q (9128.990000 sec): 3 clusters
  Score: Raw -2218184.081619 + Penalty 3196.112096 = -2214987.969523
  nChanged 407
		SP:Iteration 14Q (9129.030000 sec): 3 clusters
  Score: Raw -2218480.766698 + Penalty 3196.112096 = -2215284.654602
  nChanged 311
		SP:Iteration 15Q (9129.070000 sec): 3 clusters
  Score: Raw -2218701.333232 + Penalty 3196.112096 = -2215505.221137
  nChanged 220
		SP:Iteration 16Q (9129.110000 sec): 3 clusters
  Score: Raw -2218849.790291 + Penalty 3196.112096 = -2215653.678196
  nChanged 131
		SP:Iteration 17Q (9129.150000 sec): 3 clusters
  Score: Raw -2218942.450583 + Penalty 3196.112096 = -2215746.338487
  nChanged 106
		SP:Iteration 18Q (9129.180000 sec): 3 clusters
  Score: Raw -2219010.512883 + Penalty 3196.112096 = -2215814.400787
  nChanged 70
		SP:Iteration 19Q (9129.220000 sec): 3 clusters
  Score: Raw -2219059.825900 + Penalty 3196.112096 = -2215863.713804
  nChanged 63
		SP:Iteration 20F (9129.270000 sec): 3 clusters
  Score: Raw -2219102.747457 + Penalty 3196.112096 = -2215906.635362
  nChanged 41
		SP:Iteration 21Q (9129.300000 sec): 3 clusters
  Score: Raw -2219128.349812 + Penalty 3196.112096 = -2215932.237717
  nChanged 30
		SP:Iteration 22Q (9129.340000 sec): 3 clusters
  Score: Raw -2219148.995223 + Penalty 3196.112096 = -2215952.883127
  nChanged 29
		SP:Iteration 23Q (9129.370000 sec): 3 clusters
  Score: Raw -2219165.871978 + Penalty 3196.112096 = -2215969.759882
  nChanged 16
		SP:Iteration 24Q (9129.410000 sec): 3 clusters
  Score: Raw -2219174.313593 + Penalty 3196.112096 = -2215978.201497
  nChanged 13
		SP:Iteration 25Q (9129.450000 sec): 3 clusters
  Score: Raw -2219182.587986 + Penalty 3196.112096 = -2215986.475890
  nChanged 9
		SP:Iteration 26Q (9129.480000 sec): 3 clusters
  Score: Raw -2219187.602706 + Penalty 3196.112096 = -2215991.490610
  nChanged 4
		SP:Iteration 27Q (9129.510000 sec): 3 clusters
  Score: Raw -2219189.991475 + Penalty 3196.112096 = -2215993.879380
  nChanged 4
		SP:Iteration 28Q (9129.550000 sec): 3 clusters
  Score: Raw -2219192.941885 + Penalty 3196.112096 = -2215996.829790
  nChanged 5
		SP:Iteration 29Q (9129.580000 sec): 3 clusters
  Score: Raw -2219195.551112 + Penalty 3196.112096 = -2215999.439016
  nChanged 4
		SP:Iteration 30Q (9129.620000 sec): 3 clusters
  Score: Raw -2219197.424154 + Penalty 3196.112096 = -2216001.312059
  nChanged 2
		SP:Iteration 31Q (9129.650000 sec): 3 clusters
  Score: Raw -2219198.402859 + Penalty 3196.112096 = -2216002.290763
  nChanged 3
		SP:Iteration 32Q (9129.690000 sec): 3 clusters
  Score: Raw -2219199.730700 + Penalty 3196.112096 = -2216003.618604
  nChanged 4
		SP:Iteration 33Q (9129.720000 sec): 3 clusters
  Score: Raw -2219201.893746 + Penalty 3196.112096 = -2216005.781650
  nChanged 6
		SP:Iteration 34Q (9129.750000 sec): 3 clusters
  Score: Raw -2219206.350784 + Penalty 3196.112096 = -2216010.238689
  nChanged 5
		SP:Iteration 35Q (9129.790000 sec): 3 clusters
  Score: Raw -2219209.360838 + Penalty 3196.112096 = -2216013.248742
  nChanged 6
		SP:Iteration 36Q (9129.830000 sec): 3 clusters
  Score: Raw -2219212.221267 + Penalty 3196.112096 = -2216016.109171
  nChanged 5
		SP:Iteration 37Q (9129.860000 sec): 3 clusters
  Score: Raw -2219214.652920 + Penalty 3196.112096 = -2216018.540824
  nChanged 1
		SP:Iteration 38Q (9129.890000 sec): 3 clusters
  Score: Raw -2219214.972212 + Penalty 3196.112096 = -2216018.860116
  nChanged 1
		SP:Iteration 39Q (9129.930000 sec): 3 clusters
  Score: Raw -2219215.283245 + Penalty 3196.112096 = -2216019.171149
  nChanged 2
		SP:Iteration 40F (9129.980000 sec): 3 clusters
  Score: Raw -2219216.672584 + Penalty 3196.112096 = -2216020.560488
  nChanged 2
		SP:Iteration 41Q (9130.020000 sec): 3 clusters
  Score: Raw -2219217.722935 + Penalty 3196.112096 = -2216021.610839
  nChanged 2
		SP:Iteration 42Q (9130.050000 sec): 3 clusters
  Score: Raw -2219218.495440 + Penalty 3196.112096 = -2216022.383344
  nChanged 1
		SP:Iteration 43Q (9130.090000 sec): 3 clusters
  Score: Raw -2219218.948897 + Penalty 3196.112096 = -2216022.836801
  nChanged 1
		SP:Iteration 44Q (9130.120000 sec): 3 clusters
  Score: Raw -2219219.274358 + Penalty 3196.112096 = -2216023.162262
  nChanged 0
		SP:Iteration 45F (9130.170000 sec): 3 clusters
  Score: Raw -2219219.274358 + Penalty 3196.112096 = -2216023.162262
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9130.380000 sec): 2 clusters
  Score: Raw -7992727.485699 + Penalty 1808.774185 = -7990918.711514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9130.560000 sec): 3 clusters
  Score: Raw -7948856.511816 + Penalty 3617.548370 = -7945238.963446
  nChanged 32582
		SP:Iteration 1F (9130.740000 sec): 3 clusters
  Score: Raw -7968241.492309 + Penalty 3617.548370 = -7964623.943939
  nChanged 3631
		SP:Iteration 2F (9130.920000 sec): 3 clusters
  Score: Raw -7969967.067509 + Penalty 3617.548370 = -7966349.519139
  nChanged 4244
		SP:Iteration 3F (9131.100000 sec): 3 clusters
  Score: Raw -7972519.636370 + Penalty 3617.548370 = -7968902.088001
  nChanged 4969
		SP:Iteration 4F (9131.280000 sec): 3 clusters
  Score: Raw -7975904.606648 + Penalty 3617.548370 = -7972287.058278
  nChanged 5126
		SP:Iteration 5F (9131.460000 sec): 3 clusters
  Score: Raw -7979502.678234 + Penalty 3617.548370 = -7975885.129864
  nChanged 4622
		SP:Iteration 6F (9131.640000 sec): 3 clusters
  Score: Raw -7982624.046553 + Penalty 3617.548370 = -7979006.498183
  nChanged 3666
		SP:Iteration 7F (9131.830000 sec): 3 clusters
  Score: Raw -7984970.531738 + Penalty 3617.548370 = -7981352.983368
  nChanged 2832
		SP:Iteration 8Q (9132.020000 sec): 3 clusters
  Score: Raw -7986783.784857 + Penalty 3617.548370 = -7983166.236487
  nChanged 2401
		SP:Iteration 9Q (9132.200000 sec): 3 clusters
  Score: Raw -7988361.128629 + Penalty 3617.548370 = -7984743.580259
  nChanged 1997
		SP:Iteration 10Q (9132.370000 sec): 3 clusters
  Score: Raw -7989710.156640 + Penalty 3617.548370 = -7986092.608270
  nChanged 1578
		SP:Iteration 11Q (9132.540000 sec): 3 clusters
  Score: Raw -7990789.476440 + Penalty 3617.548370 = -7987171.928071
  nChanged 1153
		SP:Iteration 12Q (9132.710000 sec): 3 clusters
  Score: Raw -7991596.649176 + Penalty 3617.548370 = -7987979.100806
  nChanged 809
		SP:Iteration 13Q (9132.860000 sec): 3 clusters
  Score: Raw -7992195.706098 + Penalty 3617.548370 = -7988578.157729
  nChanged 524
		SP:Iteration 14Q (9133.010000 sec): 3 clusters
  Score: Raw -7992531.658284 + Penalty 3617.548370 = -7988914.109914
  nChanged 332
		SP:Iteration 15Q (9133.150000 sec): 3 clusters
  Score: Raw -7992722.976429 + Penalty 3617.548370 = -7989105.428059
  nChanged 218
		SP:Iteration 16Q (9133.290000 sec): 3 clusters
  Score: Raw -7992854.918151 + Penalty 3617.548370 = -7989237.369781
  nChanged 167
		SP:Iteration 17Q (9133.420000 sec): 3 clusters
  Score: Raw -7992947.662900 + Penalty 3617.548370 = -7989330.114530
  nChanged 128
		SP:Iteration 18Q (9133.550000 sec): 3 clusters
  Score: Raw -7993007.229993 + Penalty 3617.548370 = -7989389.681624
  nChanged 91
		SP:Iteration 19Q (9133.680000 sec): 3 clusters
  Score: Raw -7993046.465717 + Penalty 3617.548370 = -7989428.917347
  nChanged 78
		SP:Iteration 20F (9133.850000 sec): 3 clusters
  Score: Raw -7993080.211345 + Penalty 3617.548370 = -7989462.662975
  nChanged 63
		SP:Iteration 21Q (9133.980000 sec): 3 clusters
  Score: Raw -7993111.539221 + Penalty 3617.548370 = -7989493.990851
  nChanged 51
		SP:Iteration 22Q (9134.110000 sec): 3 clusters
  Score: Raw -7993132.408398 + Penalty 3617.548370 = -7989514.860028
  nChanged 40
		SP:Iteration 23Q (9134.240000 sec): 3 clusters
  Score: Raw -7993149.127593 + Penalty 3617.548370 = -7989531.579224
  nChanged 43
		SP:Iteration 24Q (9134.360000 sec): 3 clusters
  Score: Raw -7993167.850106 + Penalty 3617.548370 = -7989550.301736
  nChanged 33
		SP:Iteration 25Q (9134.490000 sec): 3 clusters
  Score: Raw -7993182.763486 + Penalty 3617.548370 = -7989565.215116
  nChanged 30
		SP:Iteration 26Q (9134.620000 sec): 3 clusters
  Score: Raw -7993193.534239 + Penalty 3617.548370 = -7989575.985869
  nChanged 20
		SP:Iteration 27Q (9134.740000 sec): 3 clusters
  Score: Raw -7993200.464814 + Penalty 3617.548370 = -7989582.916444
  nChanged 13
		SP:Iteration 28Q (9134.870000 sec): 3 clusters
  Score: Raw -7993203.628091 + Penalty 3617.548370 = -7989586.079721
  nChanged 12
		SP:Iteration 29Q (9135.000000 sec): 3 clusters
  Score: Raw -7993208.521878 + Penalty 3617.548370 = -7989590.973509
  nChanged 15
		SP:Iteration 30Q (9135.130000 sec): 3 clusters
  Score: Raw -7993213.917138 + Penalty 3617.548370 = -7989596.368768
  nChanged 15
		SP:Iteration 31Q (9135.250000 sec): 3 clusters
  Score: Raw -7993217.966708 + Penalty 3617.548370 = -7989600.418338
  nChanged 9
		SP:Iteration 32Q (9135.380000 sec): 3 clusters
  Score: Raw -7993220.288820 + Penalty 3617.548370 = -7989602.740450
  nChanged 5
		SP:Iteration 33Q (9135.510000 sec): 3 clusters
  Score: Raw -7993221.119003 + Penalty 3617.548370 = -7989603.570634
  nChanged 5
		SP:Iteration 34Q (9135.640000 sec): 3 clusters
  Score: Raw -7993222.767164 + Penalty 3617.548370 = -7989605.218794
  nChanged 5
		SP:Iteration 35Q (9135.760000 sec): 3 clusters
  Score: Raw -7993223.818378 + Penalty 3617.548370 = -7989606.270008
  nChanged 2
		SP:Iteration 36Q (9135.900000 sec): 3 clusters
  Score: Raw -7993224.040760 + Penalty 3617.548370 = -7989606.492390
  nChanged 1
		SP:Iteration 37Q (9136.050000 sec): 3 clusters
  Score: Raw -7993224.199890 + Penalty 3617.548370 = -7989606.651521
  nChanged 0
		SP:Iteration 38F (9136.230000 sec): 3 clusters
  Score: Raw -7993224.199890 + Penalty 3617.548370 = -7989606.651521
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (28977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9136.330000 sec): 2 clusters
  Score: Raw -3309831.680708 + Penalty 1669.566875 = -3308162.113833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9136.410000 sec): 3 clusters
  Score: Raw -3291982.084492 + Penalty 3339.133750 = -3288642.950742
  nChanged 13392
		SP:Iteration 1F (9136.480000 sec): 3 clusters
  Score: Raw -3299655.592953 + Penalty 3339.133750 = -3296316.459204
  nChanged 1481
		SP:Iteration 2F (9136.560000 sec): 3 clusters
  Score: Raw -3300220.470388 + Penalty 3339.133750 = -3296881.336639
  nChanged 1444
		SP:Iteration 3Q (9136.640000 sec): 3 clusters
  Score: Raw -3300837.382535 + Penalty 3339.133750 = -3297498.248785
  nChanged 1619
		SP:Iteration 4F (9136.720000 sec): 3 clusters
  Score: Raw -3301665.630821 + Penalty 3339.133750 = -3298326.497071
  nChanged 1790
		SP:Iteration 5F (9136.800000 sec): 3 clusters
  Score: Raw -3302789.864037 + Penalty 3339.133750 = -3299450.730287
  nChanged 2026
		SP:Iteration 6F (9136.880000 sec): 3 clusters
  Score: Raw -3304336.423529 + Penalty 3339.133750 = -3300997.289779
  nChanged 2051
		SP:Iteration 7F (9136.950000 sec): 3 clusters
  Score: Raw -3306067.083405 + Penalty 3339.133750 = -3302727.949655
  nChanged 1785
		SP:Iteration 8F (9137.030000 sec): 3 clusters
  Score: Raw -3307662.581754 + Penalty 3339.133750 = -3304323.448005
  nChanged 1259
		SP:Iteration 9Q (9137.100000 sec): 3 clusters
  Score: Raw -3308808.130368 + Penalty 3339.133750 = -3305468.996618
  nChanged 728
		SP:Iteration 10Q (9137.170000 sec): 3 clusters
  Score: Raw -3309453.202795 + Penalty 3339.133750 = -3306114.069045
  nChanged 368
		SP:Iteration 11Q (9137.240000 sec): 3 clusters
  Score: Raw -3309841.791277 + Penalty 3339.133750 = -3306502.657527
  nChanged 214
		SP:Iteration 12Q (9137.300000 sec): 3 clusters
  Score: Raw -3310132.894927 + Penalty 3339.133750 = -3306793.761177
  nChanged 139
		SP:Iteration 13Q (9137.350000 sec): 3 clusters
  Score: Raw -3310355.512079 + Penalty 3339.133750 = -3307016.378329
  nChanged 132
		SP:Iteration 14Q (9137.410000 sec): 3 clusters
  Score: Raw -3310530.224669 + Penalty 3339.133750 = -3307191.090919
  nChanged 127
		SP:Iteration 15Q (9137.460000 sec): 3 clusters
  Score: Raw -3310655.563107 + Penalty 3339.133750 = -3307316.429357
  nChanged 116
		SP:Iteration 16Q (9137.520000 sec): 3 clusters
  Score: Raw -3310780.914366 + Penalty 3339.133750 = -3307441.780616
  nChanged 126
		SP:Iteration 17Q (9137.570000 sec): 3 clusters
  Score: Raw -3310896.323796 + Penalty 3339.133750 = -3307557.190047
  nChanged 99
		SP:Iteration 18Q (9137.620000 sec): 3 clusters
  Score: Raw -3310966.366782 + Penalty 3339.133750 = -3307627.233032
  nChanged 80
		SP:Iteration 19Q (9137.680000 sec): 3 clusters
  Score: Raw -3311020.721793 + Penalty 3339.133750 = -3307681.588043
  nChanged 78
		SP:Iteration 20F (9137.750000 sec): 3 clusters
  Score: Raw -3311067.945774 + Penalty 3339.133750 = -3307728.812025
  nChanged 64
		SP:Iteration 21Q (9137.810000 sec): 3 clusters
  Score: Raw -3311099.503288 + Penalty 3339.133750 = -3307760.369539
  nChanged 50
		SP:Iteration 22Q (9137.860000 sec): 3 clusters
  Score: Raw -3311119.144558 + Penalty 3339.133750 = -3307780.010808
  nChanged 40
		SP:Iteration 23Q (9137.920000 sec): 3 clusters
  Score: Raw -3311133.136275 + Penalty 3339.133750 = -3307794.002525
  nChanged 28
		SP:Iteration 24Q (9137.970000 sec): 3 clusters
  Score: Raw -3311142.273502 + Penalty 3339.133750 = -3307803.139753
  nChanged 23
		SP:Iteration 25Q (9138.020000 sec): 3 clusters
  Score: Raw -3311149.204500 + Penalty 3339.133750 = -3307810.070750
  nChanged 17
		SP:Iteration 26Q (9138.080000 sec): 3 clusters
  Score: Raw -3311153.111635 + Penalty 3339.133750 = -3307813.977885
  nChanged 13
		SP:Iteration 27Q (9138.140000 sec): 3 clusters
  Score: Raw -3311156.052840 + Penalty 3339.133750 = -3307816.919091
  nChanged 9
		SP:Iteration 28Q (9138.190000 sec): 3 clusters
  Score: Raw -3311157.742809 + Penalty 3339.133750 = -3307818.609060
  nChanged 9
		SP:Iteration 29Q (9138.240000 sec): 3 clusters
  Score: Raw -3311159.522130 + Penalty 3339.133750 = -3307820.388381
  nChanged 13
		SP:Iteration 30Q (9138.300000 sec): 3 clusters
  Score: Raw -3311162.426750 + Penalty 3339.133750 = -3307823.293000
  nChanged 6
		SP:Iteration 31Q (9138.350000 sec): 3 clusters
  Score: Raw -3311163.609887 + Penalty 3339.133750 = -3307824.476137
  nChanged 3
		SP:Iteration 32Q (9138.400000 sec): 3 clusters
  Score: Raw -3311163.925057 + Penalty 3339.133750 = -3307824.791307
  nChanged 5
		SP:Iteration 33Q (9138.460000 sec): 3 clusters
  Score: Raw -3311164.617114 + Penalty 3339.133750 = -3307825.483365
  nChanged 5
		SP:Iteration 34Q (9138.510000 sec): 3 clusters
  Score: Raw -3311165.211121 + Penalty 3339.133750 = -3307826.077372
  nChanged 3
		SP:Iteration 35Q (9138.560000 sec): 3 clusters
  Score: Raw -3311165.669835 + Penalty 3339.133750 = -3307826.536085
  nChanged 0
		SP:Iteration 36F (9138.640000 sec): 3 clusters
  Score: Raw -3311165.669835 + Penalty 3339.133750 = -3307826.536085
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (15527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9138.690000 sec): 2 clusters
  Score: Raw -1878094.318282 + Penalty 1568.179555 = -1876526.138727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9138.730000 sec): 3 clusters
  Score: Raw -1868962.917902 + Penalty 3136.359110 = -1865826.558792
  nChanged 6848
		SP:Iteration 1F (9138.760000 sec): 3 clusters
  Score: Raw -1872556.607656 + Penalty 3136.359110 = -1869420.248546
  nChanged 794
		SP:Iteration 2F (9138.800000 sec): 3 clusters
  Score: Raw -1872836.424162 + Penalty 3136.359110 = -1869700.065052
  nChanged 715
		SP:Iteration 3Q (9138.840000 sec): 3 clusters
  Score: Raw -1873122.203928 + Penalty 3136.359110 = -1869985.844818
  nChanged 664
		SP:Iteration 4Q (9138.880000 sec): 3 clusters
  Score: Raw -1873398.200285 + Penalty 3136.359110 = -1870261.841175
  nChanged 685
		SP:Iteration 5Q (9138.920000 sec): 3 clusters
  Score: Raw -1873721.660179 + Penalty 3136.359110 = -1870585.301069
  nChanged 759
		SP:Iteration 6Q (9138.960000 sec): 3 clusters
  Score: Raw -1874140.644652 + Penalty 3136.359110 = -1871004.285542
  nChanged 852
		SP:Iteration 7F (9139.000000 sec): 3 clusters
  Score: Raw -1874724.052617 + Penalty 3136.359110 = -1871587.693507
  nChanged 969
		SP:Iteration 8F (9139.040000 sec): 3 clusters
  Score: Raw -1875506.091811 + Penalty 3136.359110 = -1872369.732701
  nChanged 1003
		SP:Iteration 9F (9139.080000 sec): 3 clusters
  Score: Raw -1876392.381191 + Penalty 3136.359110 = -1873256.022081
  nChanged 808
		SP:Iteration 10F (9139.120000 sec): 3 clusters
  Score: Raw -1877148.748363 + Penalty 3136.359110 = -1874012.389253
  nChanged 554
		SP:Iteration 11Q (9139.160000 sec): 3 clusters
  Score: Raw -1877661.882665 + Penalty 3136.359110 = -1874525.523555
  nChanged 309
		SP:Iteration 12Q (9139.190000 sec): 3 clusters
  Score: Raw -1877982.651112 + Penalty 3136.359110 = -1874846.292003
  nChanged 150
		SP:Iteration 13Q (9139.220000 sec): 3 clusters
  Score: Raw -1878128.084067 + Penalty 3136.359110 = -1874991.724957
  nChanged 59
		SP:Iteration 14Q (9139.250000 sec): 3 clusters
  Score: Raw -1878186.494503 + Penalty 3136.359110 = -1875050.135393
  nChanged 37
		SP:Iteration 15Q (9139.280000 sec): 3 clusters
  Score: Raw -1878231.913972 + Penalty 3136.359110 = -1875095.554862
  nChanged 21
		SP:Iteration 16Q (9139.310000 sec): 3 clusters
  Score: Raw -1878256.219513 + Penalty 3136.359110 = -1875119.860403
  nChanged 11
		SP:Iteration 17Q (9139.340000 sec): 3 clusters
  Score: Raw -1878269.253355 + Penalty 3136.359110 = -1875132.894245
  nChanged 12
		SP:Iteration 18Q (9139.370000 sec): 3 clusters
  Score: Raw -1878283.776951 + Penalty 3136.359110 = -1875147.417841
  nChanged 10
		SP:Iteration 19Q (9139.400000 sec): 3 clusters
  Score: Raw -1878297.426653 + Penalty 3136.359110 = -1875161.067543
  nChanged 9
		SP:Iteration 20F (9139.440000 sec): 3 clusters
  Score: Raw -1878309.848280 + Penalty 3136.359110 = -1875173.489170
  nChanged 4
		SP:Iteration 21Q (9139.460000 sec): 3 clusters
  Score: Raw -1878315.957574 + Penalty 3136.359110 = -1875179.598464
  nChanged 3
		SP:Iteration 22Q (9139.490000 sec): 3 clusters
  Score: Raw -1878321.190052 + Penalty 3136.359110 = -1875184.830942
  nChanged 3
		SP:Iteration 23Q (9139.520000 sec): 3 clusters
  Score: Raw -1878324.345437 + Penalty 3136.359110 = -1875187.986327
  nChanged 4
		SP:Iteration 24Q (9139.550000 sec): 3 clusters
  Score: Raw -1878327.276509 + Penalty 3136.359110 = -1875190.917399
  nChanged 4
		SP:Iteration 25Q (9139.580000 sec): 3 clusters
  Score: Raw -1878330.069807 + Penalty 3136.359110 = -1875193.710697
  nChanged 2
		SP:Iteration 26Q (9139.610000 sec): 3 clusters
  Score: Raw -1878332.788120 + Penalty 3136.359110 = -1875196.429010
  nChanged 3
		SP:Iteration 27Q (9139.640000 sec): 3 clusters
  Score: Raw -1878336.687357 + Penalty 3136.359110 = -1875200.328247
  nChanged 1
		SP:Iteration 28Q (9139.670000 sec): 3 clusters
  Score: Raw -1878338.913630 + Penalty 3136.359110 = -1875202.554520
  nChanged 1
		SP:Iteration 29Q (9139.690000 sec): 3 clusters
  Score: Raw -1878340.467885 + Penalty 3136.359110 = -1875204.108775
  nChanged 0
		SP:Iteration 30F (9139.730000 sec): 3 clusters
  Score: Raw -1878340.467885 + Penalty 3136.359110 = -1875204.108775
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9139.750000 sec): 2 clusters
  Score: Raw -111926.097813 + Penalty 1137.998137 = -110788.099676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9139.750000 sec): 3 clusters
  Score: Raw -111600.465392 + Penalty 2275.996274 = -109324.469118
  nChanged 349
		SP:Iteration 1F (9139.750000 sec): 3 clusters
  Score: Raw -112028.690811 + Penalty 2275.996274 = -109752.694537
  nChanged 102
		SP:Iteration 2F (9139.750000 sec): 3 clusters
  Score: Raw -112154.003757 + Penalty 2275.996274 = -109878.007482
  nChanged 67
		SP:Iteration 3F (9139.760000 sec): 3 clusters
  Score: Raw -112237.617682 + Penalty 2275.996274 = -109961.621407
  nChanged 49
		SP:Iteration 4Q (9139.760000 sec): 3 clusters
  Score: Raw -112307.348085 + Penalty 2275.996274 = -110031.351811
  nChanged 36
		SP:Iteration 5Q (9139.760000 sec): 3 clusters
  Score: Raw -112374.656796 + Penalty 2275.996274 = -110098.660522
  nChanged 40
		SP:Iteration 6Q (9139.770000 sec): 3 clusters
  Score: Raw -112438.125106 + Penalty 2275.996274 = -110162.128832
  nChanged 34
		SP:Iteration 7Q (9139.770000 sec): 3 clusters
  Score: Raw -112487.182830 + Penalty 2275.996274 = -110211.186556
  nChanged 16
		SP:Iteration 8Q (9139.770000 sec): 3 clusters
  Score: Raw -112502.457026 + Penalty 2275.996274 = -110226.460752
  nChanged 12
		SP:Iteration 9Q (9139.770000 sec): 3 clusters
  Score: Raw -112510.732989 + Penalty 2275.996274 = -110234.736715
  nChanged 6
		SP:Iteration 10Q (9139.770000 sec): 3 clusters
  Score: Raw -112518.536961 + Penalty 2275.996274 = -110242.540687
  nChanged 5
		SP:Iteration 11Q (9139.780000 sec): 3 clusters
  Score: Raw -112522.973919 + Penalty 2275.996274 = -110246.977645
  nChanged 3
		SP:Iteration 12Q (9139.780000 sec): 3 clusters
  Score: Raw -112526.515696 + Penalty 2275.996274 = -110250.519421
  nChanged 4
		SP:Iteration 13Q (9139.780000 sec): 3 clusters
  Score: Raw -112528.567316 + Penalty 2275.996274 = -110252.571042
  nChanged 2
		SP:Iteration 14Q (9139.790000 sec): 3 clusters
  Score: Raw -112529.882786 + Penalty 2275.996274 = -110253.886511
  nChanged 1
		SP:Iteration 15Q (9139.790000 sec): 3 clusters
  Score: Raw -112530.617865 + Penalty 2275.996274 = -110254.621591
  nChanged 0
		SP:Iteration 16F (9139.800000 sec): 3 clusters
  Score: Raw -112530.617865 + Penalty 2275.996274 = -110254.621591
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (13264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9139.840000 sec): 2 clusters
  Score: Raw -1506163.805956 + Penalty 1542.581443 = -1504621.224513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9139.880000 sec): 3 clusters
  Score: Raw -1498478.542199 + Penalty 3085.162885 = -1495393.379314
  nChanged 5891
		SP:Iteration 1F (9139.910000 sec): 3 clusters
  Score: Raw -1501809.763045 + Penalty 3085.162885 = -1498724.600160
  nChanged 1001
		SP:Iteration 2F (9139.940000 sec): 3 clusters
  Score: Raw -1502448.546820 + Penalty 3085.162885 = -1499363.383935
  nChanged 988
		SP:Iteration 3F (9139.980000 sec): 3 clusters
  Score: Raw -1503087.658712 + Penalty 3085.162885 = -1500002.495826
  nChanged 923
		SP:Iteration 4F (9140.010000 sec): 3 clusters
  Score: Raw -1503691.620508 + Penalty 3085.162885 = -1500606.457623
  nChanged 826
		SP:Iteration 5F (9140.050000 sec): 3 clusters
  Score: Raw -1504237.331431 + Penalty 3085.162885 = -1501152.168546
  nChanged 720
		SP:Iteration 6F (9140.080000 sec): 3 clusters
  Score: Raw -1504679.204548 + Penalty 3085.162885 = -1501594.041662
  nChanged 571
		SP:Iteration 7Q (9140.120000 sec): 3 clusters
  Score: Raw -1505007.992312 + Penalty 3085.162885 = -1501922.829427
  nChanged 468
		SP:Iteration 8Q (9140.150000 sec): 3 clusters
  Score: Raw -1505276.693261 + Penalty 3085.162885 = -1502191.530376
  nChanged 395
		SP:Iteration 9Q (9140.190000 sec): 3 clusters
  Score: Raw -1505491.003501 + Penalty 3085.162885 = -1502405.840616
  nChanged 347
		SP:Iteration 10Q (9140.220000 sec): 3 clusters
  Score: Raw -1505669.498337 + Penalty 3085.162885 = -1502584.335452
  nChanged 268
		SP:Iteration 11Q (9140.260000 sec): 3 clusters
  Score: Raw -1505800.905205 + Penalty 3085.162885 = -1502715.742320
  nChanged 217
		SP:Iteration 12Q (9140.290000 sec): 3 clusters
  Score: Raw -1505903.487291 + Penalty 3085.162885 = -1502818.324406
  nChanged 179
		SP:Iteration 13Q (9140.320000 sec): 3 clusters
  Score: Raw -1505982.185368 + Penalty 3085.162885 = -1502897.022483
  nChanged 147
		SP:Iteration 14Q (9140.360000 sec): 3 clusters
  Score: Raw -1506052.431232 + Penalty 3085.162885 = -1502967.268347
  nChanged 133
		SP:Iteration 15Q (9140.390000 sec): 3 clusters
  Score: Raw -1506117.505765 + Penalty 3085.162885 = -1503032.342880
  nChanged 108
		SP:Iteration 16Q (9140.420000 sec): 3 clusters
  Score: Raw -1506176.769542 + Penalty 3085.162885 = -1503091.606657
  nChanged 95
		SP:Iteration 17Q (9140.460000 sec): 3 clusters
  Score: Raw -1506234.067654 + Penalty 3085.162885 = -1503148.904769
  nChanged 86
		SP:Iteration 18Q (9140.490000 sec): 3 clusters
  Score: Raw -1506288.151067 + Penalty 3085.162885 = -1503202.988182
  nChanged 92
		SP:Iteration 19Q (9140.520000 sec): 3 clusters
  Score: Raw -1506347.256873 + Penalty 3085.162885 = -1503262.093988
  nChanged 80
		SP:Iteration 20F (9140.560000 sec): 3 clusters
  Score: Raw -1506403.936580 + Penalty 3085.162885 = -1503318.773695
  nChanged 75
		SP:Iteration 21Q (9140.590000 sec): 3 clusters
  Score: Raw -1506460.742921 + Penalty 3085.162885 = -1503375.580036
  nChanged 59
		SP:Iteration 22Q (9140.620000 sec): 3 clusters
  Score: Raw -1506500.155494 + Penalty 3085.162885 = -1503414.992609
  nChanged 65
		SP:Iteration 23Q (9140.650000 sec): 3 clusters
  Score: Raw -1506545.901065 + Penalty 3085.162885 = -1503460.738180
  nChanged 52
		SP:Iteration 24Q (9140.680000 sec): 3 clusters
  Score: Raw -1506588.117543 + Penalty 3085.162885 = -1503502.954658
  nChanged 60
		SP:Iteration 25Q (9140.700000 sec): 3 clusters
  Score: Raw -1506644.060473 + Penalty 3085.162885 = -1503558.897587
  nChanged 71
		SP:Iteration 26Q (9140.730000 sec): 3 clusters
  Score: Raw -1506700.845671 + Penalty 3085.162885 = -1503615.682786
  nChanged 77
		SP:Iteration 27Q (9140.760000 sec): 3 clusters
  Score: Raw -1506769.227997 + Penalty 3085.162885 = -1503684.065112
  nChanged 84
		SP:Iteration 28Q (9140.780000 sec): 3 clusters
  Score: Raw -1506862.428402 + Penalty 3085.162885 = -1503777.265517
  nChanged 118
		SP:Iteration 29Q (9140.810000 sec): 3 clusters
  Score: Raw -1507013.412691 + Penalty 3085.162885 = -1503928.249805
  nChanged 184
		SP:Iteration 30Q (9140.840000 sec): 3 clusters
  Score: Raw -1507241.683767 + Penalty 3085.162885 = -1504156.520882
  nChanged 222
		SP:Iteration 31Q (9140.860000 sec): 3 clusters
  Score: Raw -1507504.817590 + Penalty 3085.162885 = -1504419.654705
  nChanged 227
		SP:Iteration 32Q (9140.890000 sec): 3 clusters
  Score: Raw -1507721.556885 + Penalty 3085.162885 = -1504636.394000
  nChanged 199
		SP:Iteration 33Q (9140.920000 sec): 3 clusters
  Score: Raw -1507897.610081 + Penalty 3085.162885 = -1504812.447196
  nChanged 153
		SP:Iteration 34Q (9140.940000 sec): 3 clusters
  Score: Raw -1508008.453295 + Penalty 3085.162885 = -1504923.290410
  nChanged 120
		SP:Iteration 35Q (9140.960000 sec): 3 clusters
  Score: Raw -1508072.140448 + Penalty 3085.162885 = -1504986.977563
  nChanged 73
		SP:Iteration 36Q (9140.990000 sec): 3 clusters
  Score: Raw -1508097.880667 + Penalty 3085.162885 = -1505012.717782
  nChanged 46
		SP:Iteration 37Q (9141.020000 sec): 3 clusters
  Score: Raw -1508111.940400 + Penalty 3085.162885 = -1505026.777514
  nChanged 47
		SP:Iteration 38Q (9141.040000 sec): 3 clusters
  Score: Raw -1508126.936933 + Penalty 3085.162885 = -1505041.774048
  nChanged 41
		SP:Iteration 39Q (9141.070000 sec): 3 clusters
  Score: Raw -1508139.251557 + Penalty 3085.162885 = -1505054.088672
  nChanged 47
		SP:Iteration 40F (9141.100000 sec): 3 clusters
  Score: Raw -1508152.603359 + Penalty 3085.162885 = -1505067.440474
  nChanged 30
		SP:Iteration 41Q (9141.130000 sec): 3 clusters
  Score: Raw -1508161.072661 + Penalty 3085.162885 = -1505075.909776
  nChanged 35
		SP:Iteration 42Q (9141.150000 sec): 3 clusters
  Score: Raw -1508171.967733 + Penalty 3085.162885 = -1505086.804848
  nChanged 36
		SP:Iteration 43Q (9141.180000 sec): 3 clusters
  Score: Raw -1508182.043095 + Penalty 3085.162885 = -1505096.880210
  nChanged 33
		SP:Iteration 44Q (9141.210000 sec): 3 clusters
  Score: Raw -1508191.721731 + Penalty 3085.162885 = -1505106.558846
  nChanged 34
		SP:Iteration 45Q (9141.230000 sec): 3 clusters
  Score: Raw -1508201.671370 + Penalty 3085.162885 = -1505116.508485
  nChanged 20
		SP:Iteration 46Q (9141.260000 sec): 3 clusters
  Score: Raw -1508206.848918 + Penalty 3085.162885 = -1505121.686033
  nChanged 22
		SP:Iteration 47Q (9141.280000 sec): 3 clusters
  Score: Raw -1508211.817583 + Penalty 3085.162885 = -1505126.654698
  nChanged 16
		SP:Iteration 48Q (9141.310000 sec): 3 clusters
  Score: Raw -1508215.944579 + Penalty 3085.162885 = -1505130.781694
  nChanged 12
		SP:Iteration 49Q (9141.340000 sec): 3 clusters
  Score: Raw -1508218.581852 + Penalty 3085.162885 = -1505133.418967
  nChanged 13
		SP:Iteration 50Q (9141.360000 sec): 3 clusters
  Score: Raw -1508220.830102 + Penalty 3085.162885 = -1505135.667217
  nChanged 12
		SP:Iteration 51Q (9141.400000 sec): 3 clusters
  Score: Raw -1508222.655888 + Penalty 3085.162885 = -1505137.493003
  nChanged 10
		SP:Iteration 52Q (9141.420000 sec): 3 clusters
  Score: Raw -1508224.277512 + Penalty 3085.162885 = -1505139.114627
  nChanged 10
		SP:Iteration 53Q (9141.450000 sec): 3 clusters
  Score: Raw -1508225.358891 + Penalty 3085.162885 = -1505140.196006
  nChanged 6
		SP:Iteration 54Q (9141.480000 sec): 3 clusters
  Score: Raw -1508226.142303 + Penalty 3085.162885 = -1505140.979418
  nChanged 7
		SP:Iteration 55Q (9141.500000 sec): 3 clusters
  Score: Raw -1508227.231360 + Penalty 3085.162885 = -1505142.068475
  nChanged 5
		SP:Iteration 56Q (9141.530000 sec): 3 clusters
  Score: Raw -1508227.629418 + Penalty 3085.162885 = -1505142.466533
  nChanged 2
		SP:Iteration 57Q (9141.550000 sec): 3 clusters
  Score: Raw -1508227.724426 + Penalty 3085.162885 = -1505142.561541
  nChanged 3
		SP:Iteration 58Q (9141.580000 sec): 3 clusters
  Score: Raw -1508228.020993 + Penalty 3085.162885 = -1505142.858108
  nChanged 1
		SP:Iteration 59Q (9141.600000 sec): 3 clusters
  Score: Raw -1508228.392764 + Penalty 3085.162885 = -1505143.229879
  nChanged 2
		SP:Iteration 60F (9141.640000 sec): 3 clusters
  Score: Raw -1508228.927951 + Penalty 3085.162885 = -1505143.765066
  nChanged 3
		SP:Iteration 61Q (9141.670000 sec): 3 clusters
  Score: Raw -1508229.730221 + Penalty 3085.162885 = -1505144.567336
  nChanged 2
		SP:Iteration 62Q (9141.690000 sec): 3 clusters
  Score: Raw -1508230.022807 + Penalty 3085.162885 = -1505144.859922
  nChanged 2
		SP:Iteration 63Q (9141.720000 sec): 3 clusters
  Score: Raw -1508230.295501 + Penalty 3085.162885 = -1505145.132616
  nChanged 1
		SP:Iteration 64Q (9141.750000 sec): 3 clusters
  Score: Raw -1508230.416733 + Penalty 3085.162885 = -1505145.253847
  nChanged 0
		SP:Iteration 65F (9141.780000 sec): 3 clusters
  Score: Raw -1508230.416733 + Penalty 3085.162885 = -1505145.253847
  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 12.55 GB.

 Trying to split cluster 31 (36210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9141.900000 sec): 2 clusters
  Score: Raw -4159627.864231 + Penalty 1705.777223 = -4157922.087008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9142.000000 sec): 3 clusters
  Score: Raw -4137152.620522 + Penalty 3411.554446 = -4133741.066076
  nChanged 16689
		SP:Iteration 1F (9142.090000 sec): 3 clusters
  Score: Raw -4146827.268083 + Penalty 3411.554446 = -4143415.713637
  nChanged 1714
		SP:Iteration 2Q (9142.190000 sec): 3 clusters
  Score: Raw -4147647.921697 + Penalty 3411.554446 = -4144236.367251
  nChanged 1894
		SP:Iteration 3F (9142.280000 sec): 3 clusters
  Score: Raw -4148672.800770 + Penalty 3411.554446 = -4145261.246324
  nChanged 1977
		SP:Iteration 4F (9142.380000 sec): 3 clusters
  Score: Raw -4149790.665075 + Penalty 3411.554446 = -4146379.110629
  nChanged 2078
		SP:Iteration 5F (9142.480000 sec): 3 clusters
  Score: Raw -4151124.067659 + Penalty 3411.554446 = -4147712.513214
  nChanged 2190
		SP:Iteration 6F (9142.570000 sec): 3 clusters
  Score: Raw -4152623.494344 + Penalty 3411.554446 = -4149211.939898
  nChanged 2167
		SP:Iteration 7F (9142.670000 sec): 3 clusters
  Score: Raw -4153985.435738 + Penalty 3411.554446 = -4150573.881292
  nChanged 1781
		SP:Iteration 8Q (9142.760000 sec): 3 clusters
  Score: Raw -4154910.065946 + Penalty 3411.554446 = -4151498.511500
  nChanged 1382
		SP:Iteration 9Q (9142.860000 sec): 3 clusters
  Score: Raw -4155523.972384 + Penalty 3411.554446 = -4152112.417938
  nChanged 1077
		SP:Iteration 10Q (9142.950000 sec): 3 clusters
  Score: Raw -4155980.826395 + Penalty 3411.554446 = -4152569.271949
  nChanged 936
		SP:Iteration 11Q (9143.040000 sec): 3 clusters
  Score: Raw -4156347.267205 + Penalty 3411.554446 = -4152935.712759
  nChanged 802
		SP:Iteration 12Q (9143.140000 sec): 3 clusters
  Score: Raw -4156641.856835 + Penalty 3411.554446 = -4153230.302389
  nChanged 724
		SP:Iteration 13Q (9143.230000 sec): 3 clusters
  Score: Raw -4156903.527665 + Penalty 3411.554446 = -4153491.973219
  nChanged 702
		SP:Iteration 14Q (9143.320000 sec): 3 clusters
  Score: Raw -4157146.926791 + Penalty 3411.554446 = -4153735.372345
  nChanged 647
		SP:Iteration 15Q (9143.410000 sec): 3 clusters
  Score: Raw -4157365.888909 + Penalty 3411.554446 = -4153954.334463
  nChanged 616
		SP:Iteration 16Q (9143.500000 sec): 3 clusters
  Score: Raw -4157582.809266 + Penalty 3411.554446 = -4154171.254821
  nChanged 611
		SP:Iteration 17Q (9143.590000 sec): 3 clusters
  Score: Raw -4157799.078883 + Penalty 3411.554446 = -4154387.524437
  nChanged 627
		SP:Iteration 18Q (9143.680000 sec): 3 clusters
  Score: Raw -4158030.731594 + Penalty 3411.554446 = -4154619.177148
  nChanged 584
		SP:Iteration 19Q (9143.760000 sec): 3 clusters
  Score: Raw -4158246.342125 + Penalty 3411.554446 = -4154834.787679
  nChanged 533
		SP:Iteration 20F (9143.860000 sec): 3 clusters
  Score: Raw -4158429.629817 + Penalty 3411.554446 = -4155018.075372
  nChanged 490
		SP:Iteration 21Q (9143.940000 sec): 3 clusters
  Score: Raw -4158591.554657 + Penalty 3411.554446 = -4155180.000211
  nChanged 462
		SP:Iteration 22Q (9144.030000 sec): 3 clusters
  Score: Raw -4158739.358589 + Penalty 3411.554446 = -4155327.804143
  nChanged 449
		SP:Iteration 23Q (9144.110000 sec): 3 clusters
  Score: Raw -4158884.612745 + Penalty 3411.554446 = -4155473.058299
  nChanged 407
		SP:Iteration 24Q (9144.190000 sec): 3 clusters
  Score: Raw -4159003.184224 + Penalty 3411.554446 = -4155591.629778
  nChanged 386
		SP:Iteration 25Q (9144.270000 sec): 3 clusters
  Score: Raw -4159121.020593 + Penalty 3411.554446 = -4155709.466147
  nChanged 391
		SP:Iteration 26Q (9144.360000 sec): 3 clusters
  Score: Raw -4159247.028586 + Penalty 3411.554446 = -4155835.474140
  nChanged 357
		SP:Iteration 27Q (9144.440000 sec): 3 clusters
  Score: Raw -4159356.001149 + Penalty 3411.554446 = -4155944.446703
  nChanged 299
		SP:Iteration 28Q (9144.520000 sec): 3 clusters
  Score: Raw -4159442.997017 + Penalty 3411.554446 = -4156031.442571
  nChanged 242
		SP:Iteration 29Q (9144.590000 sec): 3 clusters
  Score: Raw -4159513.666961 + Penalty 3411.554446 = -4156102.112515
  nChanged 215
		SP:Iteration 30Q (9144.670000 sec): 3 clusters
  Score: Raw -4159573.124957 + Penalty 3411.554446 = -4156161.570511
  nChanged 203
		SP:Iteration 31Q (9144.750000 sec): 3 clusters
  Score: Raw -4159630.058738 + Penalty 3411.554446 = -4156218.504292
  nChanged 207
		SP:Iteration 32Q (9144.830000 sec): 3 clusters
  Score: Raw -4159689.666699 + Penalty 3411.554446 = -4156278.112253
  nChanged 193
		SP:Iteration 33Q (9144.900000 sec): 3 clusters
  Score: Raw -4159744.707976 + Penalty 3411.554446 = -4156333.153530
  nChanged 181
		SP:Iteration 34Q (9144.980000 sec): 3 clusters
  Score: Raw -4159789.922982 + Penalty 3411.554446 = -4156378.368536
  nChanged 145
		SP:Iteration 35Q (9145.060000 sec): 3 clusters
  Score: Raw -4159821.542009 + Penalty 3411.554446 = -4156409.987563
  nChanged 122
		SP:Iteration 36Q (9145.130000 sec): 3 clusters
  Score: Raw -4159847.028161 + Penalty 3411.554446 = -4156435.473715
  nChanged 129
		SP:Iteration 37Q (9145.210000 sec): 3 clusters
  Score: Raw -4159875.332820 + Penalty 3411.554446 = -4156463.778374
  nChanged 105
		SP:Iteration 38Q (9145.280000 sec): 3 clusters
  Score: Raw -4159895.216561 + Penalty 3411.554446 = -4156483.662115
  nChanged 89
		SP:Iteration 39Q (9145.360000 sec): 3 clusters
  Score: Raw -4159915.808503 + Penalty 3411.554446 = -4156504.254057
  nChanged 89
		SP:Iteration 40F (9145.450000 sec): 3 clusters
  Score: Raw -4159935.122339 + Penalty 3411.554446 = -4156523.567893
  nChanged 81
		SP:Iteration 41Q (9145.520000 sec): 3 clusters
  Score: Raw -4159952.137841 + Penalty 3411.554446 = -4156540.583395
  nChanged 79
		SP:Iteration 42Q (9145.600000 sec): 3 clusters
  Score: Raw -4159969.608300 + Penalty 3411.554446 = -4156558.053855
  nChanged 72
		SP:Iteration 43Q (9145.670000 sec): 3 clusters
  Score: Raw -4159984.610520 + Penalty 3411.554446 = -4156573.056074
  nChanged 66
		SP:Iteration 44Q (9145.740000 sec): 3 clusters
  Score: Raw -4159999.539646 + Penalty 3411.554446 = -4156587.985200
  nChanged 66
		SP:Iteration 45Q (9145.820000 sec): 3 clusters
  Score: Raw -4160014.096287 + Penalty 3411.554446 = -4156602.541841
  nChanged 54
		SP:Iteration 46Q (9145.890000 sec): 3 clusters
  Score: Raw -4160024.880323 + Penalty 3411.554446 = -4156613.325877
  nChanged 53
		SP:Iteration 47Q (9145.960000 sec): 3 clusters
  Score: Raw -4160035.172621 + Penalty 3411.554446 = -4156623.618175
  nChanged 47
		SP:Iteration 48Q (9146.040000 sec): 3 clusters
  Score: Raw -4160044.865341 + Penalty 3411.554446 = -4156633.310895
  nChanged 46
		SP:Iteration 49Q (9146.110000 sec): 3 clusters
  Score: Raw -4160052.781421 + Penalty 3411.554446 = -4156641.226975
  nChanged 36
		SP:Iteration 50Q (9146.180000 sec): 3 clusters
  Score: Raw -4160060.079073 + Penalty 3411.554446 = -4156648.524627
  nChanged 41
		SP:Iteration 51Q (9146.260000 sec): 3 clusters
  Score: Raw -4160067.420002 + Penalty 3411.554446 = -4156655.865556
  nChanged 42
		SP:Iteration 52Q (9146.330000 sec): 3 clusters
  Score: Raw -4160077.532244 + Penalty 3411.554446 = -4156665.977798
  nChanged 40
		SP:Iteration 53Q (9146.400000 sec): 3 clusters
  Score: Raw -4160086.673362 + Penalty 3411.554446 = -4156675.118916
  nChanged 43
		SP:Iteration 54Q (9146.480000 sec): 3 clusters
  Score: Raw -4160094.460050 + Penalty 3411.554446 = -4156682.905604
  nChanged 40
		SP:Iteration 55Q (9146.550000 sec): 3 clusters
  Score: Raw -4160102.985678 + Penalty 3411.554446 = -4156691.431232
  nChanged 34
		SP:Iteration 56Q (9146.620000 sec): 3 clusters
  Score: Raw -4160110.045692 + Penalty 3411.554446 = -4156698.491247
  nChanged 25
		SP:Iteration 57Q (9146.690000 sec): 3 clusters
  Score: Raw -4160114.720547 + Penalty 3411.554446 = -4156703.166101
  nChanged 22
		SP:Iteration 58Q (9146.760000 sec): 3 clusters
  Score: Raw -4160118.820780 + Penalty 3411.554446 = -4156707.266335
  nChanged 20
		SP:Iteration 59Q (9146.840000 sec): 3 clusters
  Score: Raw -4160122.044267 + Penalty 3411.554446 = -4156710.489822
  nChanged 12
		SP:Iteration 60F (9146.930000 sec): 3 clusters
  Score: Raw -4160123.828268 + Penalty 3411.554446 = -4156712.273822
  nChanged 12
		SP:Iteration 61Q (9147.000000 sec): 3 clusters
  Score: Raw -4160125.932241 + Penalty 3411.554446 = -4156714.377795
  nChanged 12
		SP:Iteration 62Q (9147.070000 sec): 3 clusters
  Score: Raw -4160128.071983 + Penalty 3411.554446 = -4156716.517537
  nChanged 11
		SP:Iteration 63Q (9147.140000 sec): 3 clusters
  Score: Raw -4160130.341508 + Penalty 3411.554446 = -4156718.787062
  nChanged 16
		SP:Iteration 64Q (9147.220000 sec): 3 clusters
  Score: Raw -4160132.448013 + Penalty 3411.554446 = -4156720.893567
  nChanged 10
		SP:Iteration 65Q (9147.290000 sec): 3 clusters
  Score: Raw -4160133.646676 + Penalty 3411.554446 = -4156722.092230
  nChanged 11
		SP:Iteration 66Q (9147.360000 sec): 3 clusters
  Score: Raw -4160135.417793 + Penalty 3411.554446 = -4156723.863347
  nChanged 8
		SP:Iteration 67Q (9147.430000 sec): 3 clusters
  Score: Raw -4160136.900798 + Penalty 3411.554446 = -4156725.346352
  nChanged 8
		SP:Iteration 68Q (9147.500000 sec): 3 clusters
  Score: Raw -4160138.333153 + Penalty 3411.554446 = -4156726.778707
  nChanged 10
		SP:Iteration 69Q (9147.580000 sec): 3 clusters
  Score: Raw -4160140.037584 + Penalty 3411.554446 = -4156728.483138
  nChanged 11
		SP:Iteration 70Q (9147.650000 sec): 3 clusters
  Score: Raw -4160142.295790 + Penalty 3411.554446 = -4156730.741344
  nChanged 12
		SP:Iteration 71Q (9147.720000 sec): 3 clusters
  Score: Raw -4160144.916437 + Penalty 3411.554446 = -4156733.361991
  nChanged 21
		SP:Iteration 72Q (9147.790000 sec): 3 clusters
  Score: Raw -4160149.412858 + Penalty 3411.554446 = -4156737.858412
  nChanged 23
		SP:Iteration 73Q (9147.860000 sec): 3 clusters
  Score: Raw -4160154.132314 + Penalty 3411.554446 = -4156742.577869
  nChanged 17
		SP:Iteration 74Q (9147.930000 sec): 3 clusters
  Score: Raw -4160156.921227 + Penalty 3411.554446 = -4156745.366781
  nChanged 13
		SP:Iteration 75Q (9148.000000 sec): 3 clusters
  Score: Raw -4160159.371000 + Penalty 3411.554446 = -4156747.816555
  nChanged 11
		SP:Iteration 76Q (9148.080000 sec): 3 clusters
  Score: Raw -4160161.076412 + Penalty 3411.554446 = -4156749.521966
  nChanged 9
		SP:Iteration 77Q (9148.140000 sec): 3 clusters
  Score: Raw -4160162.330228 + Penalty 3411.554446 = -4156750.775782
  nChanged 9
		SP:Iteration 78Q (9148.220000 sec): 3 clusters
  Score: Raw -4160164.146989 + Penalty 3411.554446 = -4156752.592543
  nChanged 11
		SP:Iteration 79Q (9148.290000 sec): 3 clusters
  Score: Raw -4160165.618946 + Penalty 3411.554446 = -4156754.064500
  nChanged 10
		SP:Iteration 80F (9148.380000 sec): 3 clusters
  Score: Raw -4160167.213786 + Penalty 3411.554446 = -4156755.659340
  nChanged 5
		SP:Iteration 81Q (9148.460000 sec): 3 clusters
  Score: Raw -4160168.010201 + Penalty 3411.554446 = -4156756.455755
  nChanged 4
		SP:Iteration 82Q (9148.530000 sec): 3 clusters
  Score: Raw -4160168.613365 + Penalty 3411.554446 = -4156757.058919
  nChanged 5
		SP:Iteration 83Q (9148.600000 sec): 3 clusters
  Score: Raw -4160169.343320 + Penalty 3411.554446 = -4156757.788874
  nChanged 3
		SP:Iteration 84Q (9148.670000 sec): 3 clusters
  Score: Raw -4160169.605347 + Penalty 3411.554446 = -4156758.050901
  nChanged 2
		SP:Iteration 85Q (9148.740000 sec): 3 clusters
  Score: Raw -4160169.806448 + Penalty 3411.554446 = -4156758.252002
  nChanged 3
		SP:Iteration 86Q (9148.810000 sec): 3 clusters
  Score: Raw -4160170.265598 + Penalty 3411.554446 = -4156758.711152
  nChanged 3
		SP:Iteration 87Q (9148.880000 sec): 3 clusters
  Score: Raw -4160170.734534 + Penalty 3411.554446 = -4156759.180088
  nChanged 5
		SP:Iteration 88Q (9148.960000 sec): 3 clusters
  Score: Raw -4160171.216546 + Penalty 3411.554446 = -4156759.662100
  nChanged 3
		SP:Iteration 89Q (9149.020000 sec): 3 clusters
  Score: Raw -4160171.602306 + Penalty 3411.554446 = -4156760.047860
  nChanged 3
		SP:Iteration 90Q (9149.100000 sec): 3 clusters
  Score: Raw -4160172.096358 + Penalty 3411.554446 = -4156760.541912
  nChanged 2
		SP:Iteration 91Q (9149.170000 sec): 3 clusters
  Score: Raw -4160172.803386 + Penalty 3411.554446 = -4156761.248940
  nChanged 3
		SP:Iteration 92Q (9149.240000 sec): 3 clusters
  Score: Raw -4160173.900691 + Penalty 3411.554446 = -4156762.346245
  nChanged 6
		SP:Iteration 93Q (9149.310000 sec): 3 clusters
  Score: Raw -4160174.974308 + Penalty 3411.554446 = -4156763.419862
  nChanged 7
		SP:Iteration 94Q (9149.380000 sec): 3 clusters
  Score: Raw -4160176.079957 + Penalty 3411.554446 = -4156764.525511
  nChanged 4
		SP:Iteration 95Q (9149.450000 sec): 3 clusters
  Score: Raw -4160176.537368 + Penalty 3411.554446 = -4156764.982923
  nChanged 2
		SP:Iteration 96Q (9149.520000 sec): 3 clusters
  Score: Raw -4160176.832291 + Penalty 3411.554446 = -4156765.277845
  nChanged 0
		SP:Iteration 97F (9149.620000 sec): 3 clusters
  Score: Raw -4160176.832291 + Penalty 3411.554446 = -4156765.277845
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (27140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9149.700000 sec): 2 clusters
  Score: Raw -3152465.233618 + Penalty 1658.924139 = -3150806.309479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9149.770000 sec): 3 clusters
  Score: Raw -3135841.175838 + Penalty 3317.848278 = -3132523.327559
  nChanged 12494
		SP:Iteration 1F (9149.840000 sec): 3 clusters
  Score: Raw -3143245.836861 + Penalty 3317.848278 = -3139927.988583
  nChanged 1798
		SP:Iteration 2F (9149.910000 sec): 3 clusters
  Score: Raw -3144304.548362 + Penalty 3317.848278 = -3140986.700083
  nChanged 1958
		SP:Iteration 3F (9149.980000 sec): 3 clusters
  Score: Raw -3145589.204621 + Penalty 3317.848278 = -3142271.356343
  nChanged 1987
		SP:Iteration 4F (9150.060000 sec): 3 clusters
  Score: Raw -3146891.323766 + Penalty 3317.848278 = -3143573.475488
  nChanged 1869
		SP:Iteration 5F (9150.130000 sec): 3 clusters
  Score: Raw -3147987.124037 + Penalty 3317.848278 = -3144669.275758
  nChanged 1537
		SP:Iteration 6F (9150.200000 sec): 3 clusters
  Score: Raw -3148842.392144 + Penalty 3317.848278 = -3145524.543866
  nChanged 1324
		SP:Iteration 7Q (9150.270000 sec): 3 clusters
  Score: Raw -3149606.147973 + Penalty 3317.848278 = -3146288.299695
  nChanged 1186
		SP:Iteration 8Q (9150.340000 sec): 3 clusters
  Score: Raw -3150308.840742 + Penalty 3317.848278 = -3146990.992463
  nChanged 1048
		SP:Iteration 9Q (9150.420000 sec): 3 clusters
  Score: Raw -3150949.581266 + Penalty 3317.848278 = -3147631.732988
  nChanged 850
		SP:Iteration 10Q (9150.490000 sec): 3 clusters
  Score: Raw -3151463.544133 + Penalty 3317.848278 = -3148145.695855
  nChanged 677
		SP:Iteration 11Q (9150.560000 sec): 3 clusters
  Score: Raw -3151860.301045 + Penalty 3317.848278 = -3148542.452766
  nChanged 556
		SP:Iteration 12Q (9150.640000 sec): 3 clusters
  Score: Raw -3152163.761644 + Penalty 3317.848278 = -3148845.913365
  nChanged 410
		SP:Iteration 13Q (9150.700000 sec): 3 clusters
  Score: Raw -3152396.087901 + Penalty 3317.848278 = -3149078.239623
  nChanged 336
		SP:Iteration 14Q (9150.780000 sec): 3 clusters
  Score: Raw -3152590.550591 + Penalty 3317.848278 = -3149272.702313
  nChanged 246
		SP:Iteration 15Q (9150.840000 sec): 3 clusters
  Score: Raw -3152736.905668 + Penalty 3317.848278 = -3149419.057390
  nChanged 186
		SP:Iteration 16Q (9150.910000 sec): 3 clusters
  Score: Raw -3152846.505386 + Penalty 3317.848278 = -3149528.657108
  nChanged 125
		SP:Iteration 17Q (9150.970000 sec): 3 clusters
  Score: Raw -3152917.197453 + Penalty 3317.848278 = -3149599.349175
  nChanged 83
		SP:Iteration 18Q (9151.030000 sec): 3 clusters
  Score: Raw -3152957.729366 + Penalty 3317.848278 = -3149639.881087
  nChanged 56
		SP:Iteration 19Q (9151.100000 sec): 3 clusters
  Score: Raw -3152988.860599 + Penalty 3317.848278 = -3149671.012321
  nChanged 41
		SP:Iteration 20F (9151.170000 sec): 3 clusters
  Score: Raw -3153009.708952 + Penalty 3317.848278 = -3149691.860674
  nChanged 28
		SP:Iteration 21Q (9151.230000 sec): 3 clusters
  Score: Raw -3153024.743326 + Penalty 3317.848278 = -3149706.895048
  nChanged 30
		SP:Iteration 22Q (9151.290000 sec): 3 clusters
  Score: Raw -3153042.942926 + Penalty 3317.848278 = -3149725.094648
  nChanged 44
		SP:Iteration 23Q (9151.350000 sec): 3 clusters
  Score: Raw -3153068.482469 + Penalty 3317.848278 = -3149750.634191
  nChanged 31
		SP:Iteration 24Q (9151.400000 sec): 3 clusters
  Score: Raw -3153084.018125 + Penalty 3317.848278 = -3149766.169847
  nChanged 24
		SP:Iteration 25Q (9151.460000 sec): 3 clusters
  Score: Raw -3153094.573856 + Penalty 3317.848278 = -3149776.725577
  nChanged 20
		SP:Iteration 26Q (9151.520000 sec): 3 clusters
  Score: Raw -3153101.084938 + Penalty 3317.848278 = -3149783.236660
  nChanged 18
		SP:Iteration 27Q (9151.580000 sec): 3 clusters
  Score: Raw -3153107.533823 + Penalty 3317.848278 = -3149789.685544
  nChanged 13
		SP:Iteration 28Q (9151.640000 sec): 3 clusters
  Score: Raw -3153113.284818 + Penalty 3317.848278 = -3149795.436539
  nChanged 15
		SP:Iteration 29Q (9151.690000 sec): 3 clusters
  Score: Raw -3153121.448610 + Penalty 3317.848278 = -3149803.600332
  nChanged 20
		SP:Iteration 30Q (9151.750000 sec): 3 clusters
  Score: Raw -3153129.690720 + Penalty 3317.848278 = -3149811.842442
  nChanged 16
		SP:Iteration 31Q (9151.810000 sec): 3 clusters
  Score: Raw -3153137.428708 + Penalty 3317.848278 = -3149819.580430
  nChanged 15
		SP:Iteration 32Q (9151.860000 sec): 3 clusters
  Score: Raw -3153144.860592 + Penalty 3317.848278 = -3149827.012314
  nChanged 15
		SP:Iteration 33Q (9151.920000 sec): 3 clusters
  Score: Raw -3153150.685136 + Penalty 3317.848278 = -3149832.836857
  nChanged 17
		SP:Iteration 34Q (9151.980000 sec): 3 clusters
  Score: Raw -3153161.503522 + Penalty 3317.848278 = -3149843.655244
  nChanged 29
		SP:Iteration 35Q (9152.030000 sec): 3 clusters
  Score: Raw -3153176.524739 + Penalty 3317.848278 = -3149858.676460
  nChanged 27
		SP:Iteration 36Q (9152.090000 sec): 3 clusters
  Score: Raw -3153185.454497 + Penalty 3317.848278 = -3149867.606218
  nChanged 14
		SP:Iteration 37Q (9152.140000 sec): 3 clusters
  Score: Raw -3153189.497280 + Penalty 3317.848278 = -3149871.649002
  nChanged 9
		SP:Iteration 38Q (9152.200000 sec): 3 clusters
  Score: Raw -3153192.094954 + Penalty 3317.848278 = -3149874.246676
  nChanged 8
		SP:Iteration 39Q (9152.260000 sec): 3 clusters
  Score: Raw -3153195.320456 + Penalty 3317.848278 = -3149877.472177
  nChanged 12
		SP:Iteration 40F (9152.320000 sec): 3 clusters
  Score: Raw -3153199.184387 + Penalty 3317.848278 = -3149881.336108
  nChanged 7
		SP:Iteration 41Q (9152.380000 sec): 3 clusters
  Score: Raw -3153202.226229 + Penalty 3317.848278 = -3149884.377951
  nChanged 7
		SP:Iteration 42Q (9152.440000 sec): 3 clusters
  Score: Raw -3153204.879877 + Penalty 3317.848278 = -3149887.031599
  nChanged 6
		SP:Iteration 43Q (9152.500000 sec): 3 clusters
  Score: Raw -3153206.183597 + Penalty 3317.848278 = -3149888.335319
  nChanged 4
		SP:Iteration 44Q (9152.550000 sec): 3 clusters
  Score: Raw -3153207.294138 + Penalty 3317.848278 = -3149889.445860
  nChanged 4
		SP:Iteration 45Q (9152.600000 sec): 3 clusters
  Score: Raw -3153209.434491 + Penalty 3317.848278 = -3149891.586213
  nChanged 5
		SP:Iteration 46Q (9152.660000 sec): 3 clusters
  Score: Raw -3153211.185393 + Penalty 3317.848278 = -3149893.337114
  nChanged 1
		SP:Iteration 47Q (9152.720000 sec): 3 clusters
  Score: Raw -3153211.523593 + Penalty 3317.848278 = -3149893.675315
  nChanged 0
		SP:Iteration 48F (9152.790000 sec): 3 clusters
  Score: Raw -3153211.523593 + Penalty 3317.848278 = -3149893.675315
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (13795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9152.830000 sec): 2 clusters
  Score: Raw -1576293.757797 + Penalty 1548.959992 = -1574744.797805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9152.870000 sec): 3 clusters
  Score: Raw -1568262.309091 + Penalty 3097.919983 = -1565164.389108
  nChanged 6040
		SP:Iteration 1F (9152.900000 sec): 3 clusters
  Score: Raw -1571507.903225 + Penalty 3097.919983 = -1568409.983242
  nChanged 799
		SP:Iteration 2F (9152.940000 sec): 3 clusters
  Score: Raw -1571906.222900 + Penalty 3097.919983 = -1568808.302916
  nChanged 766
		SP:Iteration 3F (9152.970000 sec): 3 clusters
  Score: Raw -1572272.156195 + Penalty 3097.919983 = -1569174.236212
  nChanged 709
		SP:Iteration 4F (9153.010000 sec): 3 clusters
  Score: Raw -1572644.185428 + Penalty 3097.919983 = -1569546.265444
  nChanged 751
		SP:Iteration 5F (9153.040000 sec): 3 clusters
  Score: Raw -1573057.025858 + Penalty 3097.919983 = -1569959.105875
  nChanged 799
		SP:Iteration 6F (9153.080000 sec): 3 clusters
  Score: Raw -1573543.382329 + Penalty 3097.919983 = -1570445.462346
  nChanged 831
		SP:Iteration 7F (9153.110000 sec): 3 clusters
  Score: Raw -1574081.950508 + Penalty 3097.919983 = -1570984.030525
  nChanged 820
		SP:Iteration 8F (9153.140000 sec): 3 clusters
  Score: Raw -1574649.490862 + Penalty 3097.919983 = -1571551.570879
  nChanged 690
		SP:Iteration 9F (9153.180000 sec): 3 clusters
  Score: Raw -1575113.084707 + Penalty 3097.919983 = -1572015.164724
  nChanged 554
		SP:Iteration 10Q (9153.220000 sec): 3 clusters
  Score: Raw -1575498.000540 + Penalty 3097.919983 = -1572400.080557
  nChanged 462
		SP:Iteration 11Q (9153.250000 sec): 3 clusters
  Score: Raw -1575807.781097 + Penalty 3097.919983 = -1572709.861114
  nChanged 330
		SP:Iteration 12Q (9153.280000 sec): 3 clusters
  Score: Raw -1576023.269740 + Penalty 3097.919983 = -1572925.349757
  nChanged 214
		SP:Iteration 13Q (9153.320000 sec): 3 clusters
  Score: Raw -1576159.101339 + Penalty 3097.919983 = -1573061.181356
  nChanged 154
		SP:Iteration 14Q (9153.350000 sec): 3 clusters
  Score: Raw -1576250.918762 + Penalty 3097.919983 = -1573152.998779
  nChanged 106
		SP:Iteration 15Q (9153.380000 sec): 3 clusters
  Score: Raw -1576303.788056 + Penalty 3097.919983 = -1573205.868073
  nChanged 81
		SP:Iteration 16Q (9153.410000 sec): 3 clusters
  Score: Raw -1576344.938893 + Penalty 3097.919983 = -1573247.018910
  nChanged 72
		SP:Iteration 17Q (9153.440000 sec): 3 clusters
  Score: Raw -1576388.576357 + Penalty 3097.919983 = -1573290.656373
  nChanged 53
		SP:Iteration 18Q (9153.470000 sec): 3 clusters
  Score: Raw -1576417.911409 + Penalty 3097.919983 = -1573319.991426
  nChanged 47
		SP:Iteration 19Q (9153.500000 sec): 3 clusters
  Score: Raw -1576439.665688 + Penalty 3097.919983 = -1573341.745705
  nChanged 35
		SP:Iteration 20F (9153.530000 sec): 3 clusters
  Score: Raw -1576457.093427 + Penalty 3097.919983 = -1573359.173444
  nChanged 32
		SP:Iteration 21Q (9153.560000 sec): 3 clusters
  Score: Raw -1576478.959698 + Penalty 3097.919983 = -1573381.039715
  nChanged 33
		SP:Iteration 22Q (9153.590000 sec): 3 clusters
  Score: Raw -1576501.101740 + Penalty 3097.919983 = -1573403.181757
  nChanged 27
		SP:Iteration 23Q (9153.620000 sec): 3 clusters
  Score: Raw -1576515.764256 + Penalty 3097.919983 = -1573417.844272
  nChanged 14
		SP:Iteration 24Q (9153.640000 sec): 3 clusters
  Score: Raw -1576522.234343 + Penalty 3097.919983 = -1573424.314360
  nChanged 14
		SP:Iteration 25Q (9153.670000 sec): 3 clusters
  Score: Raw -1576527.638234 + Penalty 3097.919983 = -1573429.718251
  nChanged 12
		SP:Iteration 26Q (9153.700000 sec): 3 clusters
  Score: Raw -1576532.696526 + Penalty 3097.919983 = -1573434.776543
  nChanged 10
		SP:Iteration 27Q (9153.720000 sec): 3 clusters
  Score: Raw -1576536.744053 + Penalty 3097.919983 = -1573438.824070
  nChanged 7
		SP:Iteration 28Q (9153.750000 sec): 3 clusters
  Score: Raw -1576539.604359 + Penalty 3097.919983 = -1573441.684375
  nChanged 3
		SP:Iteration 29Q (9153.780000 sec): 3 clusters
  Score: Raw -1576540.720917 + Penalty 3097.919983 = -1573442.800934
  nChanged 4
		SP:Iteration 30Q (9153.810000 sec): 3 clusters
  Score: Raw -1576542.801746 + Penalty 3097.919983 = -1573444.881762
  nChanged 4
		SP:Iteration 31Q (9153.840000 sec): 3 clusters
  Score: Raw -1576544.788526 + Penalty 3097.919983 = -1573446.868543
  nChanged 6
		SP:Iteration 32Q (9153.860000 sec): 3 clusters
  Score: Raw -1576546.947640 + Penalty 3097.919983 = -1573449.027657
  nChanged 9
		SP:Iteration 33Q (9153.890000 sec): 3 clusters
  Score: Raw -1576551.156164 + Penalty 3097.919983 = -1573453.236181
  nChanged 8
		SP:Iteration 34Q (9153.920000 sec): 3 clusters
  Score: Raw -1576554.885721 + Penalty 3097.919983 = -1573456.965738
  nChanged 10
		SP:Iteration 35Q (9153.940000 sec): 3 clusters
  Score: Raw -1576558.197793 + Penalty 3097.919983 = -1573460.277810
  nChanged 7
		SP:Iteration 36Q (9153.970000 sec): 3 clusters
  Score: Raw -1576561.351024 + Penalty 3097.919983 = -1573463.431041
  nChanged 7
		SP:Iteration 37Q (9154.000000 sec): 3 clusters
  Score: Raw -1576564.784581 + Penalty 3097.919983 = -1573466.864598
  nChanged 7
		SP:Iteration 38Q (9154.030000 sec): 3 clusters
  Score: Raw -1576566.728296 + Penalty 3097.919983 = -1573468.808313
  nChanged 4
		SP:Iteration 39Q (9154.050000 sec): 3 clusters
  Score: Raw -1576567.915270 + Penalty 3097.919983 = -1573469.995287
  nChanged 1
		SP:Iteration 40F (9154.090000 sec): 3 clusters
  Score: Raw -1576568.730944 + Penalty 3097.919983 = -1573470.810961
  nChanged 4
		SP:Iteration 41Q (9154.120000 sec): 3 clusters
  Score: Raw -1576571.007754 + Penalty 3097.919983 = -1573473.087771
  nChanged 3
		SP:Iteration 42Q (9154.140000 sec): 3 clusters
  Score: Raw -1576572.326631 + Penalty 3097.919983 = -1573474.406648
  nChanged 5
		SP:Iteration 43Q (9154.170000 sec): 3 clusters
  Score: Raw -1576573.920972 + Penalty 3097.919983 = -1573476.000989
  nChanged 4
		SP:Iteration 44Q (9154.200000 sec): 3 clusters
  Score: Raw -1576575.678561 + Penalty 3097.919983 = -1573477.758578
  nChanged 3
		SP:Iteration 45Q (9154.230000 sec): 3 clusters
  Score: Raw -1576576.925800 + Penalty 3097.919983 = -1573479.005817
  nChanged 3
		SP:Iteration 46Q (9154.260000 sec): 3 clusters
  Score: Raw -1576578.684438 + Penalty 3097.919983 = -1573480.764455
  nChanged 6
		SP:Iteration 47Q (9154.280000 sec): 3 clusters
  Score: Raw -1576583.400236 + Penalty 3097.919983 = -1573485.480252
  nChanged 9
		SP:Iteration 48Q (9154.320000 sec): 3 clusters
  Score: Raw -1576590.649438 + Penalty 3097.919983 = -1573492.729455
  nChanged 10
		SP:Iteration 49Q (9154.340000 sec): 3 clusters
  Score: Raw -1576594.121011 + Penalty 3097.919983 = -1573496.201028
  nChanged 11
		SP:Iteration 50Q (9154.370000 sec): 3 clusters
  Score: Raw -1576597.998470 + Penalty 3097.919983 = -1573500.078486
  nChanged 3
		SP:Iteration 51Q (9154.400000 sec): 3 clusters
  Score: Raw -1576599.244597 + Penalty 3097.919983 = -1573501.324614
  nChanged 3
		SP:Iteration 52Q (9154.430000 sec): 3 clusters
  Score: Raw -1576599.978289 + Penalty 3097.919983 = -1573502.058306
  nChanged 0
		SP:Iteration 53F (9154.480000 sec): 3 clusters
  Score: Raw -1576599.978289 + Penalty 3097.919983 = -1573502.058306
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (1890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9154.490000 sec): 2 clusters
  Score: Raw -222666.015433 + Penalty 1225.953968 = -221440.061466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9154.500000 sec): 3 clusters
  Score: Raw -221869.507401 + Penalty 2451.907935 = -219417.599466
  nChanged 693
		SP:Iteration 1F (9154.500000 sec): 3 clusters
  Score: Raw -222301.806122 + Penalty 2451.907935 = -219849.898187
  nChanged 149
		SP:Iteration 2F (9154.510000 sec): 3 clusters
  Score: Raw -222413.911033 + Penalty 2451.907935 = -219962.003098
  nChanged 82
		SP:Iteration 3Q (9154.510000 sec): 3 clusters
  Score: Raw -222473.401733 + Penalty 2451.907935 = -220021.493798
  nChanged 53
		SP:Iteration 4Q (9154.520000 sec): 3 clusters
  Score: Raw -222501.479416 + Penalty 2451.907935 = -220049.571481
  nChanged 32
		SP:Iteration 5Q (9154.520000 sec): 3 clusters
  Score: Raw -222523.369015 + Penalty 2451.907935 = -220071.461079
  nChanged 44
		SP:Iteration 6Q (9154.530000 sec): 3 clusters
  Score: Raw -222548.903364 + Penalty 2451.907935 = -220096.995429
  nChanged 29
		SP:Iteration 7Q (9154.540000 sec): 3 clusters
  Score: Raw -222565.134104 + Penalty 2451.907935 = -220113.226169
  nChanged 24
		SP:Iteration 8Q (9154.540000 sec): 3 clusters
  Score: Raw -222579.278377 + Penalty 2451.907935 = -220127.370442
  nChanged 23
		SP:Iteration 9Q (9154.550000 sec): 3 clusters
  Score: Raw -222589.403642 + Penalty 2451.907935 = -220137.495707
  nChanged 17
		SP:Iteration 10Q (9154.560000 sec): 3 clusters
  Score: Raw -222596.175135 + Penalty 2451.907935 = -220144.267200
  nChanged 11
		SP:Iteration 11Q (9154.560000 sec): 3 clusters
  Score: Raw -222601.191680 + Penalty 2451.907935 = -220149.283744
  nChanged 7
		SP:Iteration 12Q (9154.570000 sec): 3 clusters
  Score: Raw -222604.061049 + Penalty 2451.907935 = -220152.153114
  nChanged 11
		SP:Iteration 13Q (9154.570000 sec): 3 clusters
  Score: Raw -222608.990707 + Penalty 2451.907935 = -220157.082772
  nChanged 12
		SP:Iteration 14Q (9154.580000 sec): 3 clusters
  Score: Raw -222614.420642 + Penalty 2451.907935 = -220162.512707
  nChanged 11
		SP:Iteration 15Q (9154.580000 sec): 3 clusters
  Score: Raw -222620.383075 + Penalty 2451.907935 = -220168.475140
  nChanged 8
		SP:Iteration 16Q (9154.590000 sec): 3 clusters
  Score: Raw -222624.806191 + Penalty 2451.907935 = -220172.898256
  nChanged 5
		SP:Iteration 17Q (9154.590000 sec): 3 clusters
  Score: Raw -222626.991789 + Penalty 2451.907935 = -220175.083854
  nChanged 5
		SP:Iteration 18Q (9154.600000 sec): 3 clusters
  Score: Raw -222629.593080 + Penalty 2451.907935 = -220177.685145
  nChanged 4
		SP:Iteration 19Q (9154.600000 sec): 3 clusters
  Score: Raw -222630.752008 + Penalty 2451.907935 = -220178.844072
  nChanged 2
		SP:Iteration 20F (9154.600000 sec): 3 clusters
  Score: Raw -222632.555642 + Penalty 2451.907935 = -220180.647707
  nChanged 5
		SP:Iteration 21Q (9154.610000 sec): 3 clusters
  Score: Raw -222634.350250 + Penalty 2451.907935 = -220182.442315
  nChanged 5
		SP:Iteration 22Q (9154.620000 sec): 3 clusters
  Score: Raw -222636.164798 + Penalty 2451.907935 = -220184.256863
  nChanged 5
		SP:Iteration 23Q (9154.620000 sec): 3 clusters
  Score: Raw -222638.797525 + Penalty 2451.907935 = -220186.889590
  nChanged 4
		SP:Iteration 24Q (9154.620000 sec): 3 clusters
  Score: Raw -222640.930436 + Penalty 2451.907935 = -220189.022501
  nChanged 4
		SP:Iteration 25Q (9154.630000 sec): 3 clusters
  Score: Raw -222642.255828 + Penalty 2451.907935 = -220190.347893
  nChanged 4
		SP:Iteration 26Q (9154.630000 sec): 3 clusters
  Score: Raw -222643.446638 + Penalty 2451.907935 = -220191.538702
  nChanged 5
		SP:Iteration 27Q (9154.640000 sec): 3 clusters
  Score: Raw -222646.651787 + Penalty 2451.907935 = -220194.743851
  nChanged 5
		SP:Iteration 28Q (9154.640000 sec): 3 clusters
  Score: Raw -222648.831906 + Penalty 2451.907935 = -220196.923971
  nChanged 2
		SP:Iteration 29Q (9154.650000 sec): 3 clusters
  Score: Raw -222650.349431 + Penalty 2451.907935 = -220198.441496
  nChanged 7
		SP:Iteration 30Q (9154.650000 sec): 3 clusters
  Score: Raw -222654.293548 + Penalty 2451.907935 = -220202.385613
  nChanged 2
		SP:Iteration 31Q (9154.660000 sec): 3 clusters
  Score: Raw -222654.896494 + Penalty 2451.907935 = -220202.988559
  nChanged 1
		SP:Iteration 32Q (9154.660000 sec): 3 clusters
  Score: Raw -222655.692873 + Penalty 2451.907935 = -220203.784938
  nChanged 2
		SP:Iteration 33Q (9154.670000 sec): 3 clusters
  Score: Raw -222656.420291 + Penalty 2451.907935 = -220204.512356
  nChanged 2
		SP:Iteration 34Q (9154.670000 sec): 3 clusters
  Score: Raw -222657.559963 + Penalty 2451.907935 = -220205.652027
  nChanged 1
		SP:Iteration 35Q (9154.680000 sec): 3 clusters
  Score: Raw -222658.219879 + Penalty 2451.907935 = -220206.311944
  nChanged 2
		SP:Iteration 36Q (9154.680000 sec): 3 clusters
  Score: Raw -222659.104211 + Penalty 2451.907935 = -220207.196275
  nChanged 3
		SP:Iteration 37Q (9154.680000 sec): 3 clusters
  Score: Raw -222661.078923 + Penalty 2451.907935 = -220209.170988
  nChanged 3
		SP:Iteration 38Q (9154.690000 sec): 3 clusters
  Score: Raw -222662.673609 + Penalty 2451.907935 = -220210.765674
  nChanged 4
		SP:Iteration 39Q (9154.700000 sec): 3 clusters
  Score: Raw -222665.127833 + Penalty 2451.907935 = -220213.219898
  nChanged 3
		SP:Iteration 40F (9154.700000 sec): 3 clusters
  Score: Raw -222667.006958 + Penalty 2451.907935 = -220215.099023
  nChanged 4
		SP:Iteration 41Q (9154.700000 sec): 3 clusters
  Score: Raw -222668.968356 + Penalty 2451.907935 = -220217.060421
  nChanged 2
		SP:Iteration 42Q (9154.710000 sec): 3 clusters
  Score: Raw -222669.841018 + Penalty 2451.907935 = -220217.933083
  nChanged 7
		SP:Iteration 43Q (9154.710000 sec): 3 clusters
  Score: Raw -222674.468807 + Penalty 2451.907935 = -220222.560872
  nChanged 8
		SP:Iteration 44Q (9154.720000 sec): 3 clusters
  Score: Raw -222678.919065 + Penalty 2451.907935 = -220227.011130
  nChanged 7
		SP:Iteration 45Q (9154.720000 sec): 3 clusters
  Score: Raw -222681.627962 + Penalty 2451.907935 = -220229.720027
  nChanged 5
		SP:Iteration 46Q (9154.730000 sec): 3 clusters
  Score: Raw -222684.663649 + Penalty 2451.907935 = -220232.755714
  nChanged 8
		SP:Iteration 47Q (9154.730000 sec): 3 clusters
  Score: Raw -222689.785005 + Penalty 2451.907935 = -220237.877070
  nChanged 8
		SP:Iteration 48Q (9154.740000 sec): 3 clusters
  Score: Raw -222694.842028 + Penalty 2451.907935 = -220242.934093
  nChanged 5
		SP:Iteration 49Q (9154.740000 sec): 3 clusters
  Score: Raw -222696.579918 + Penalty 2451.907935 = -220244.671983
  nChanged 3
		SP:Iteration 50Q (9154.740000 sec): 3 clusters
  Score: Raw -222698.345612 + Penalty 2451.907935 = -220246.437677
  nChanged 2
		SP:Iteration 51Q (9154.750000 sec): 3 clusters
  Score: Raw -222699.686009 + Penalty 2451.907935 = -220247.778074
  nChanged 5
		SP:Iteration 52Q (9154.760000 sec): 3 clusters
  Score: Raw -222701.666406 + Penalty 2451.907935 = -220249.758471
  nChanged 2
		SP:Iteration 53Q (9154.760000 sec): 3 clusters
  Score: Raw -222702.566598 + Penalty 2451.907935 = -220250.658663
  nChanged 0
		SP:Iteration 54F (9154.760000 sec): 3 clusters
  Score: Raw -222702.566598 + Penalty 2451.907935 = -220250.658663
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (19720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9154.830000 sec): 2 clusters
  Score: Raw -2104585.599498 + Penalty 1607.025652 = -2102978.573846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9154.880000 sec): 3 clusters
  Score: Raw -2092645.592912 + Penalty 3214.051304 = -2089431.541608
  nChanged 8990
		SP:Iteration 1F (9154.930000 sec): 3 clusters
  Score: Raw -2098114.878472 + Penalty 3214.051304 = -2094900.827167
  nChanged 1423
		SP:Iteration 2F (9154.980000 sec): 3 clusters
  Score: Raw -2099115.136919 + Penalty 3214.051304 = -2095901.085615
  nChanged 1457
		SP:Iteration 3F (9155.040000 sec): 3 clusters
  Score: Raw -2100130.168075 + Penalty 3214.051304 = -2096916.116771
  nChanged 1328
		SP:Iteration 4F (9155.090000 sec): 3 clusters
  Score: Raw -2100995.644871 + Penalty 3214.051304 = -2097781.593566
  nChanged 1176
		SP:Iteration 5F (9155.140000 sec): 3 clusters
  Score: Raw -2101680.687690 + Penalty 3214.051304 = -2098466.636386
  nChanged 949
		SP:Iteration 6Q (9155.190000 sec): 3 clusters
  Score: Raw -2102172.110026 + Penalty 3214.051304 = -2098958.058722
  nChanged 781
		SP:Iteration 7Q (9155.240000 sec): 3 clusters
  Score: Raw -2102540.139123 + Penalty 3214.051304 = -2099326.087819
  nChanged 666
		SP:Iteration 8Q (9155.290000 sec): 3 clusters
  Score: Raw -2102878.396692 + Penalty 3214.051304 = -2099664.345388
  nChanged 643
		SP:Iteration 9Q (9155.340000 sec): 3 clusters
  Score: Raw -2103234.460531 + Penalty 3214.051304 = -2100020.409227
  nChanged 630
		SP:Iteration 10Q (9155.400000 sec): 3 clusters
  Score: Raw -2103597.120719 + Penalty 3214.051304 = -2100383.069415
  nChanged 596
		SP:Iteration 11Q (9155.440000 sec): 3 clusters
  Score: Raw -2103971.181742 + Penalty 3214.051304 = -2100757.130438
  nChanged 578
		SP:Iteration 12Q (9155.490000 sec): 3 clusters
  Score: Raw -2104336.445792 + Penalty 3214.051304 = -2101122.394488
  nChanged 557
		SP:Iteration 13Q (9155.540000 sec): 3 clusters
  Score: Raw -2104694.619348 + Penalty 3214.051304 = -2101480.568044
  nChanged 475
		SP:Iteration 14Q (9155.590000 sec): 3 clusters
  Score: Raw -2104972.556042 + Penalty 3214.051304 = -2101758.504738
  nChanged 410
		SP:Iteration 15Q (9155.640000 sec): 3 clusters
  Score: Raw -2105202.171157 + Penalty 3214.051304 = -2101988.119853
  nChanged 335
		SP:Iteration 16Q (9155.680000 sec): 3 clusters
  Score: Raw -2105409.824969 + Penalty 3214.051304 = -2102195.773665
  nChanged 276
		SP:Iteration 17Q (9155.730000 sec): 3 clusters
  Score: Raw -2105585.396683 + Penalty 3214.051304 = -2102371.345379
  nChanged 230
		SP:Iteration 18Q (9155.780000 sec): 3 clusters
  Score: Raw -2105744.451039 + Penalty 3214.051304 = -2102530.399735
  nChanged 183
		SP:Iteration 19Q (9155.820000 sec): 3 clusters
  Score: Raw -2105903.453605 + Penalty 3214.051304 = -2102689.402301
  nChanged 154
		SP:Iteration 20F (9155.870000 sec): 3 clusters
  Score: Raw -2106083.713091 + Penalty 3214.051304 = -2102869.661787
  nChanged 125
		SP:Iteration 21Q (9155.920000 sec): 3 clusters
  Score: Raw -2106200.649069 + Penalty 3214.051304 = -2102986.597764
  nChanged 101
		SP:Iteration 22Q (9155.960000 sec): 3 clusters
  Score: Raw -2106263.881931 + Penalty 3214.051304 = -2103049.830627
  nChanged 70
		SP:Iteration 23Q (9156.000000 sec): 3 clusters
  Score: Raw -2106311.678076 + Penalty 3214.051304 = -2103097.626772
  nChanged 52
		SP:Iteration 24Q (9156.040000 sec): 3 clusters
  Score: Raw -2106333.039702 + Penalty 3214.051304 = -2103118.988398
  nChanged 35
		SP:Iteration 25Q (9156.080000 sec): 3 clusters
  Score: Raw -2106346.033117 + Penalty 3214.051304 = -2103131.981813
  nChanged 25
		SP:Iteration 26Q (9156.120000 sec): 3 clusters
  Score: Raw -2106356.558716 + Penalty 3214.051304 = -2103142.507412
  nChanged 23
		SP:Iteration 27Q (9156.160000 sec): 3 clusters
  Score: Raw -2106366.063478 + Penalty 3214.051304 = -2103152.012173
  nChanged 21
		SP:Iteration 28Q (9156.200000 sec): 3 clusters
  Score: Raw -2106371.331838 + Penalty 3214.051304 = -2103157.280534
  nChanged 19
		SP:Iteration 29Q (9156.240000 sec): 3 clusters
  Score: Raw -2106376.193547 + Penalty 3214.051304 = -2103162.142243
  nChanged 14
		SP:Iteration 30Q (9156.280000 sec): 3 clusters
  Score: Raw -2106379.536359 + Penalty 3214.051304 = -2103165.485055
  nChanged 11
		SP:Iteration 31Q (9156.320000 sec): 3 clusters
  Score: Raw -2106382.881576 + Penalty 3214.051304 = -2103168.830272
  nChanged 7
		SP:Iteration 32Q (9156.360000 sec): 3 clusters
  Score: Raw -2106385.196826 + Penalty 3214.051304 = -2103171.145521
  nChanged 5
		SP:Iteration 33Q (9156.400000 sec): 3 clusters
  Score: Raw -2106387.045240 + Penalty 3214.051304 = -2103172.993935
  nChanged 4
		SP:Iteration 34Q (9156.440000 sec): 3 clusters
  Score: Raw -2106389.516240 + Penalty 3214.051304 = -2103175.464936
  nChanged 5
		SP:Iteration 35Q (9156.480000 sec): 3 clusters
  Score: Raw -2106391.058006 + Penalty 3214.051304 = -2103177.006702
  nChanged 9
		SP:Iteration 36Q (9156.520000 sec): 3 clusters
  Score: Raw -2106393.066458 + Penalty 3214.051304 = -2103179.015153
  nChanged 3
		SP:Iteration 37Q (9156.560000 sec): 3 clusters
  Score: Raw -2106393.569197 + Penalty 3214.051304 = -2103179.517893
  nChanged 3
		SP:Iteration 38Q (9156.600000 sec): 3 clusters
  Score: Raw -2106394.103397 + Penalty 3214.051304 = -2103180.052093
  nChanged 2
		SP:Iteration 39Q (9156.640000 sec): 3 clusters
  Score: Raw -2106394.498813 + Penalty 3214.051304 = -2103180.447509
  nChanged 1
		SP:Iteration 40F (9156.690000 sec): 3 clusters
  Score: Raw -2106394.684024 + Penalty 3214.051304 = -2103180.632720
  nChanged 2
		SP:Iteration 41Q (9156.730000 sec): 3 clusters
  Score: Raw -2106394.997141 + Penalty 3214.051304 = -2103180.945837
  nChanged 3
		SP:Iteration 42Q (9156.770000 sec): 3 clusters
  Score: Raw -2106395.452978 + Penalty 3214.051304 = -2103181.401674
  nChanged 1
		SP:Iteration 43Q (9156.800000 sec): 3 clusters
  Score: Raw -2106395.690371 + Penalty 3214.051304 = -2103181.639067
  nChanged 2
		SP:Iteration 44Q (9156.840000 sec): 3 clusters
  Score: Raw -2106395.966929 + Penalty 3214.051304 = -2103181.915625
  nChanged 0
		SP:Iteration 45F (9156.900000 sec): 3 clusters
  Score: Raw -2106395.966929 + Penalty 3214.051304 = -2103181.915625
  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 12.55 GB.

 Trying to split cluster 36 (1519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9156.920000 sec): 2 clusters
  Score: Raw -169621.595276 + Penalty 1190.443719 = -168431.151557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9156.920000 sec): 3 clusters
  Score: Raw -169018.029583 + Penalty 2380.887438 = -166637.142145
  nChanged 504
		SP:Iteration 1F (9156.930000 sec): 3 clusters
  Score: Raw -169424.892846 + Penalty 2380.887438 = -167044.005408
  nChanged 139
		SP:Iteration 2F (9156.930000 sec): 3 clusters
  Score: Raw -169764.745006 + Penalty 2380.887438 = -167383.857567
  nChanged 127
		SP:Iteration 3F (9156.940000 sec): 3 clusters
  Score: Raw -170029.869269 + Penalty 2380.887438 = -167648.981831
  nChanged 137
		SP:Iteration 4F (9156.940000 sec): 3 clusters
  Score: Raw -170219.562920 + Penalty 2380.887438 = -167838.675482
  nChanged 98
		SP:Iteration 5F (9156.940000 sec): 3 clusters
  Score: Raw -170369.322101 + Penalty 2380.887438 = -167988.434663
  nChanged 72
		SP:Iteration 6Q (9156.950000 sec): 3 clusters
  Score: Raw -170494.431870 + Penalty 2380.887438 = -168113.544432
  nChanged 49
		SP:Iteration 7Q (9156.950000 sec): 3 clusters
  Score: Raw -170582.285066 + Penalty 2380.887438 = -168201.397628
  nChanged 22
		SP:Iteration 8Q (9156.960000 sec): 3 clusters
  Score: Raw -170625.686452 + Penalty 2380.887438 = -168244.799014
  nChanged 18
		SP:Iteration 9Q (9156.960000 sec): 3 clusters
  Score: Raw -170655.932455 + Penalty 2380.887438 = -168275.045016
  nChanged 13
		SP:Iteration 10Q (9156.960000 sec): 3 clusters
  Score: Raw -170677.254406 + Penalty 2380.887438 = -168296.366968
  nChanged 6
		SP:Iteration 11Q (9156.960000 sec): 3 clusters
  Score: Raw -170685.432426 + Penalty 2380.887438 = -168304.544988
  nChanged 5
		SP:Iteration 12Q (9156.970000 sec): 3 clusters
  Score: Raw -170690.268951 + Penalty 2380.887438 = -168309.381513
  nChanged 3
		SP:Iteration 13Q (9156.970000 sec): 3 clusters
  Score: Raw -170692.724292 + Penalty 2380.887438 = -168311.836854
  nChanged 0
		SP:Iteration 14F (9156.970000 sec): 3 clusters
  Score: Raw -170692.724292 + Penalty 2380.887438 = -168311.836854
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (17019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9157.020000 sec): 2 clusters
  Score: Raw -1938261.657182 + Penalty 1583.088917 = -1936678.568264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9157.070000 sec): 3 clusters
  Score: Raw -1928086.690524 + Penalty 3166.177835 = -1924920.512689
  nChanged 7687
		SP:Iteration 1F (9157.110000 sec): 3 clusters
  Score: Raw -1932325.274323 + Penalty 3166.177835 = -1929159.096488
  nChanged 1064
		SP:Iteration 2F (9157.160000 sec): 3 clusters
  Score: Raw -1932971.510539 + Penalty 3166.177835 = -1929805.332704
  nChanged 1094
		SP:Iteration 3F (9157.200000 sec): 3 clusters
  Score: Raw -1933757.131138 + Penalty 3166.177835 = -1930590.953303
  nChanged 1104
		SP:Iteration 4F (9157.240000 sec): 3 clusters
  Score: Raw -1934580.319766 + Penalty 3166.177835 = -1931414.141931
  nChanged 1174
		SP:Iteration 5F (9157.290000 sec): 3 clusters
  Score: Raw -1935527.648255 + Penalty 3166.177835 = -1932361.470420
  nChanged 1172
		SP:Iteration 6F (9157.330000 sec): 3 clusters
  Score: Raw -1936417.579716 + Penalty 3166.177835 = -1933251.401881
  nChanged 1042
		SP:Iteration 7F (9157.370000 sec): 3 clusters
  Score: Raw -1937126.361619 + Penalty 3166.177835 = -1933960.183784
  nChanged 841
		SP:Iteration 8Q (9157.420000 sec): 3 clusters
  Score: Raw -1937644.093284 + Penalty 3166.177835 = -1934477.915449
  nChanged 622
		SP:Iteration 9Q (9157.460000 sec): 3 clusters
  Score: Raw -1937997.787809 + Penalty 3166.177835 = -1934831.609974
  nChanged 458
		SP:Iteration 10Q (9157.500000 sec): 3 clusters
  Score: Raw -1938224.475229 + Penalty 3166.177835 = -1935058.297394
  nChanged 383
		SP:Iteration 11Q (9157.550000 sec): 3 clusters
  Score: Raw -1938389.546142 + Penalty 3166.177835 = -1935223.368307
  nChanged 334
		SP:Iteration 12Q (9157.590000 sec): 3 clusters
  Score: Raw -1938535.872153 + Penalty 3166.177835 = -1935369.694318
  nChanged 326
		SP:Iteration 13Q (9157.630000 sec): 3 clusters
  Score: Raw -1938668.273323 + Penalty 3166.177835 = -1935502.095488
  nChanged 287
		SP:Iteration 14Q (9157.680000 sec): 3 clusters
  Score: Raw -1938769.402990 + Penalty 3166.177835 = -1935603.225155
  nChanged 211
		SP:Iteration 15Q (9157.720000 sec): 3 clusters
  Score: Raw -1938839.220297 + Penalty 3166.177835 = -1935673.042462
  nChanged 208
		SP:Iteration 16Q (9157.760000 sec): 3 clusters
  Score: Raw -1938905.763928 + Penalty 3166.177835 = -1935739.586093
  nChanged 191
		SP:Iteration 17Q (9157.800000 sec): 3 clusters
  Score: Raw -1938962.576448 + Penalty 3166.177835 = -1935796.398613
  nChanged 162
		SP:Iteration 18Q (9157.840000 sec): 3 clusters
  Score: Raw -1939007.940552 + Penalty 3166.177835 = -1935841.762717
  nChanged 159
		SP:Iteration 19Q (9157.880000 sec): 3 clusters
  Score: Raw -1939053.725490 + Penalty 3166.177835 = -1935887.547655
  nChanged 137
		SP:Iteration 20F (9157.920000 sec): 3 clusters
  Score: Raw -1939091.884488 + Penalty 3166.177835 = -1935925.706653
  nChanged 139
		SP:Iteration 21Q (9157.960000 sec): 3 clusters
  Score: Raw -1939130.224409 + Penalty 3166.177835 = -1935964.046574
  nChanged 119
		SP:Iteration 22Q (9158.000000 sec): 3 clusters
  Score: Raw -1939161.850239 + Penalty 3166.177835 = -1935995.672404
  nChanged 94
		SP:Iteration 23Q (9158.040000 sec): 3 clusters
  Score: Raw -1939184.137458 + Penalty 3166.177835 = -1936017.959624
  nChanged 73
		SP:Iteration 24Q (9158.080000 sec): 3 clusters
  Score: Raw -1939199.134518 + Penalty 3166.177835 = -1936032.956683
  nChanged 62
		SP:Iteration 25Q (9158.120000 sec): 3 clusters
  Score: Raw -1939212.108088 + Penalty 3166.177835 = -1936045.930253
  nChanged 53
		SP:Iteration 26Q (9158.160000 sec): 3 clusters
  Score: Raw -1939224.226819 + Penalty 3166.177835 = -1936058.048984
  nChanged 48
		SP:Iteration 27Q (9158.190000 sec): 3 clusters
  Score: Raw -1939232.101705 + Penalty 3166.177835 = -1936065.923870
  nChanged 38
		SP:Iteration 28Q (9158.240000 sec): 3 clusters
  Score: Raw -1939238.768382 + Penalty 3166.177835 = -1936072.590547
  nChanged 33
		SP:Iteration 29Q (9158.270000 sec): 3 clusters
  Score: Raw -1939243.564898 + Penalty 3166.177835 = -1936077.387063
  nChanged 29
		SP:Iteration 30Q (9158.310000 sec): 3 clusters
  Score: Raw -1939247.584487 + Penalty 3166.177835 = -1936081.406652
  nChanged 15
		SP:Iteration 31Q (9158.350000 sec): 3 clusters
  Score: Raw -1939249.442685 + Penalty 3166.177835 = -1936083.264850
  nChanged 14
		SP:Iteration 32Q (9158.390000 sec): 3 clusters
  Score: Raw -1939251.273007 + Penalty 3166.177835 = -1936085.095172
  nChanged 13
		SP:Iteration 33Q (9158.430000 sec): 3 clusters
  Score: Raw -1939252.586726 + Penalty 3166.177835 = -1936086.408891
  nChanged 12
		SP:Iteration 34Q (9158.460000 sec): 3 clusters
  Score: Raw -1939254.043872 + Penalty 3166.177835 = -1936087.866037
  nChanged 6
		SP:Iteration 35Q (9158.500000 sec): 3 clusters
  Score: Raw -1939254.598137 + Penalty 3166.177835 = -1936088.420302
  nChanged 7
		SP:Iteration 36Q (9158.540000 sec): 3 clusters
  Score: Raw -1939255.331277 + Penalty 3166.177835 = -1936089.153442
  nChanged 4
		SP:Iteration 37Q (9158.580000 sec): 3 clusters
  Score: Raw -1939255.741304 + Penalty 3166.177835 = -1936089.563469
  nChanged 6
		SP:Iteration 38Q (9158.620000 sec): 3 clusters
  Score: Raw -1939256.340108 + Penalty 3166.177835 = -1936090.162274
  nChanged 10
		SP:Iteration 39Q (9158.670000 sec): 3 clusters
  Score: Raw -1939257.589554 + Penalty 3166.177835 = -1936091.411719
  nChanged 7
		SP:Iteration 40F (9158.720000 sec): 3 clusters
  Score: Raw -1939258.217501 + Penalty 3166.177835 = -1936092.039666
  nChanged 9
		SP:Iteration 41Q (9158.760000 sec): 3 clusters
  Score: Raw -1939259.887445 + Penalty 3166.177835 = -1936093.709610
  nChanged 10
		SP:Iteration 42Q (9158.790000 sec): 3 clusters
  Score: Raw -1939261.040533 + Penalty 3166.177835 = -1936094.862698
  nChanged 6
		SP:Iteration 43Q (9158.830000 sec): 3 clusters
  Score: Raw -1939261.988383 + Penalty 3166.177835 = -1936095.810548
  nChanged 7
		SP:Iteration 44Q (9158.870000 sec): 3 clusters
  Score: Raw -1939263.077373 + Penalty 3166.177835 = -1936096.899538
  nChanged 4
		SP:Iteration 45Q (9158.910000 sec): 3 clusters
  Score: Raw -1939263.636810 + Penalty 3166.177835 = -1936097.458975
  nChanged 5
		SP:Iteration 46Q (9158.950000 sec): 3 clusters
  Score: Raw -1939264.136382 + Penalty 3166.177835 = -1936097.958547
  nChanged 6
		SP:Iteration 47Q (9158.980000 sec): 3 clusters
  Score: Raw -1939264.809991 + Penalty 3166.177835 = -1936098.632157
  nChanged 4
		SP:Iteration 48Q (9159.020000 sec): 3 clusters
  Score: Raw -1939265.277536 + Penalty 3166.177835 = -1936099.099701
  nChanged 5
		SP:Iteration 49Q (9159.060000 sec): 3 clusters
  Score: Raw -1939265.730076 + Penalty 3166.177835 = -1936099.552241
  nChanged 5
		SP:Iteration 50Q (9159.100000 sec): 3 clusters
  Score: Raw -1939265.987487 + Penalty 3166.177835 = -1936099.809652
  nChanged 6
		SP:Iteration 51Q (9159.140000 sec): 3 clusters
  Score: Raw -1939266.480356 + Penalty 3166.177835 = -1936100.302521
  nChanged 6
		SP:Iteration 52Q (9159.180000 sec): 3 clusters
  Score: Raw -1939267.342622 + Penalty 3166.177835 = -1936101.164787
  nChanged 9
		SP:Iteration 53Q (9159.210000 sec): 3 clusters
  Score: Raw -1939269.182047 + Penalty 3166.177835 = -1936103.004212
  nChanged 10
		SP:Iteration 54Q (9159.250000 sec): 3 clusters
  Score: Raw -1939270.759170 + Penalty 3166.177835 = -1936104.581335
  nChanged 12
		SP:Iteration 55Q (9159.300000 sec): 3 clusters
  Score: Raw -1939272.389216 + Penalty 3166.177835 = -1936106.211381
  nChanged 12
		SP:Iteration 56Q (9159.330000 sec): 3 clusters
  Score: Raw -1939274.307923 + Penalty 3166.177835 = -1936108.130088
  nChanged 14
		SP:Iteration 57Q (9159.370000 sec): 3 clusters
  Score: Raw -1939276.385423 + Penalty 3166.177835 = -1936110.207588
  nChanged 13
		SP:Iteration 58Q (9159.410000 sec): 3 clusters
  Score: Raw -1939278.051169 + Penalty 3166.177835 = -1936111.873334
  nChanged 5
		SP:Iteration 59Q (9159.440000 sec): 3 clusters
  Score: Raw -1939278.540475 + Penalty 3166.177835 = -1936112.362640
  nChanged 4
		SP:Iteration 60F (9159.490000 sec): 3 clusters
  Score: Raw -1939278.839185 + Penalty 3166.177835 = -1936112.661350
  nChanged 4
		SP:Iteration 61Q (9159.530000 sec): 3 clusters
  Score: Raw -1939279.341717 + Penalty 3166.177835 = -1936113.163882
  nChanged 3
		SP:Iteration 62Q (9159.560000 sec): 3 clusters
  Score: Raw -1939279.555519 + Penalty 3166.177835 = -1936113.377684
  nChanged 1
		SP:Iteration 63Q (9159.600000 sec): 3 clusters
  Score: Raw -1939279.629269 + Penalty 3166.177835 = -1936113.451434
  nChanged 2
		SP:Iteration 64Q (9159.640000 sec): 3 clusters
  Score: Raw -1939279.785188 + Penalty 3166.177835 = -1936113.607353
  nChanged 2
		SP:Iteration 65Q (9159.680000 sec): 3 clusters
  Score: Raw -1939279.979683 + Penalty 3166.177835 = -1936113.801848
  nChanged 0
		SP:Iteration 66F (9159.720000 sec): 3 clusters
  Score: Raw -1939279.979683 + Penalty 3166.177835 = -1936113.801848
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (2264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9159.740000 sec): 2 clusters
  Score: Raw -204265.255662 + Penalty 1255.294371 = -203009.961291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9159.740000 sec): 3 clusters
  Score: Raw -203282.374462 + Penalty 2510.588743 = -200771.785719
  nChanged 840
		SP:Iteration 1F (9159.750000 sec): 3 clusters
  Score: Raw -203938.907853 + Penalty 2510.588743 = -201428.319110
  nChanged 249
		SP:Iteration 2F (9159.760000 sec): 3 clusters
  Score: Raw -204257.647021 + Penalty 2510.588743 = -201747.058278
  nChanged 170
		SP:Iteration 3F (9159.760000 sec): 3 clusters
  Score: Raw -204507.227710 + Penalty 2510.588743 = -201996.638968
  nChanged 158
		SP:Iteration 4F (9159.770000 sec): 3 clusters
  Score: Raw -204682.325840 + Penalty 2510.588743 = -202171.737097
  nChanged 107
		SP:Iteration 5Q (9159.770000 sec): 3 clusters
  Score: Raw -204798.862993 + Penalty 2510.588743 = -202288.274250
  nChanged 101
		SP:Iteration 6Q (9159.780000 sec): 3 clusters
  Score: Raw -204899.644722 + Penalty 2510.588743 = -202389.055979
  nChanged 62
		SP:Iteration 7Q (9159.780000 sec): 3 clusters
  Score: Raw -204956.908948 + Penalty 2510.588743 = -202446.320205
  nChanged 39
		SP:Iteration 8Q (9159.790000 sec): 3 clusters
  Score: Raw -204989.650641 + Penalty 2510.588743 = -202479.061898
  nChanged 34
		SP:Iteration 9Q (9159.790000 sec): 3 clusters
  Score: Raw -205007.742893 + Penalty 2510.588743 = -202497.154151
  nChanged 22
		SP:Iteration 10Q (9159.800000 sec): 3 clusters
  Score: Raw -205019.262686 + Penalty 2510.588743 = -202508.673944
  nChanged 15
		SP:Iteration 11Q (9159.800000 sec): 3 clusters
  Score: Raw -205033.589229 + Penalty 2510.588743 = -202523.000487
  nChanged 19
		SP:Iteration 12Q (9159.810000 sec): 3 clusters
  Score: Raw -205043.775172 + Penalty 2510.588743 = -202533.186430
  nChanged 16
		SP:Iteration 13Q (9159.820000 sec): 3 clusters
  Score: Raw -205048.638819 + Penalty 2510.588743 = -202538.050076
  nChanged 10
		SP:Iteration 14Q (9159.820000 sec): 3 clusters
  Score: Raw -205052.582531 + Penalty 2510.588743 = -202541.993788
  nChanged 7
		SP:Iteration 15Q (9159.820000 sec): 3 clusters
  Score: Raw -205056.848185 + Penalty 2510.588743 = -202546.259442
  nChanged 7
		SP:Iteration 16Q (9159.830000 sec): 3 clusters
  Score: Raw -205060.634797 + Penalty 2510.588743 = -202550.046054
  nChanged 11
		SP:Iteration 17Q (9159.840000 sec): 3 clusters
  Score: Raw -205065.394962 + Penalty 2510.588743 = -202554.806219
  nChanged 4
		SP:Iteration 18Q (9159.840000 sec): 3 clusters
  Score: Raw -205066.378329 + Penalty 2510.588743 = -202555.789586
  nChanged 3
		SP:Iteration 19Q (9159.840000 sec): 3 clusters
  Score: Raw -205068.305725 + Penalty 2510.588743 = -202557.716982
  nChanged 2
		SP:Iteration 20F (9159.850000 sec): 3 clusters
  Score: Raw -205069.087988 + Penalty 2510.588743 = -202558.499245
  nChanged 1
		SP:Iteration 21Q (9159.860000 sec): 3 clusters
  Score: Raw -205069.307996 + Penalty 2510.588743 = -202558.719254
  nChanged 1
		SP:Iteration 22Q (9159.860000 sec): 3 clusters
  Score: Raw -205070.299320 + Penalty 2510.588743 = -202559.710578
  nChanged 3
		SP:Iteration 23Q (9159.870000 sec): 3 clusters
  Score: Raw -205070.867101 + Penalty 2510.588743 = -202560.278358
  nChanged 1
		SP:Iteration 24Q (9159.870000 sec): 3 clusters
  Score: Raw -205071.353745 + Penalty 2510.588743 = -202560.765002
  nChanged 1
		SP:Iteration 25Q (9159.880000 sec): 3 clusters
  Score: Raw -205071.499026 + Penalty 2510.588743 = -202560.910283
  nChanged 0
		SP:Iteration 26F (9159.880000 sec): 3 clusters
  Score: Raw -205071.499026 + Penalty 2510.588743 = -202560.910283
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9159.920000 sec): 2 clusters
  Score: Raw -1178001.024606 + Penalty 1501.720094 = -1176499.304512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9159.940000 sec): 3 clusters
  Score: Raw -1172136.127376 + Penalty 3003.440188 = -1169132.687187
  nChanged 4416
		SP:Iteration 1F (9159.970000 sec): 3 clusters
  Score: Raw -1174541.579099 + Penalty 3003.440188 = -1171538.138911
  nChanged 690
		SP:Iteration 2F (9159.990000 sec): 3 clusters
  Score: Raw -1174893.821966 + Penalty 3003.440188 = -1171890.381778
  nChanged 641
		SP:Iteration 3F (9160.020000 sec): 3 clusters
  Score: Raw -1175263.752346 + Penalty 3003.440188 = -1172260.312158
  nChanged 631
		SP:Iteration 4F (9160.050000 sec): 3 clusters
  Score: Raw -1175644.985884 + Penalty 3003.440188 = -1172641.545695
  nChanged 600
		SP:Iteration 5F (9160.070000 sec): 3 clusters
  Score: Raw -1176064.132699 + Penalty 3003.440188 = -1173060.692511
  nChanged 579
		SP:Iteration 6F (9160.100000 sec): 3 clusters
  Score: Raw -1176442.016375 + Penalty 3003.440188 = -1173438.576187
  nChanged 538
		SP:Iteration 7F (9160.120000 sec): 3 clusters
  Score: Raw -1176755.171317 + Penalty 3003.440188 = -1173751.731129
  nChanged 441
		SP:Iteration 8Q (9160.150000 sec): 3 clusters
  Score: Raw -1176997.502900 + Penalty 3003.440188 = -1173994.062712
  nChanged 350
		SP:Iteration 9Q (9160.180000 sec): 3 clusters
  Score: Raw -1177180.699172 + Penalty 3003.440188 = -1174177.258983
  nChanged 289
		SP:Iteration 10Q (9160.200000 sec): 3 clusters
  Score: Raw -1177316.794352 + Penalty 3003.440188 = -1174313.354164
  nChanged 227
		SP:Iteration 11Q (9160.230000 sec): 3 clusters
  Score: Raw -1177431.724229 + Penalty 3003.440188 = -1174428.284040
  nChanged 241
		SP:Iteration 12Q (9160.260000 sec): 3 clusters
  Score: Raw -1177544.769922 + Penalty 3003.440188 = -1174541.329734
  nChanged 198
		SP:Iteration 13Q (9160.280000 sec): 3 clusters
  Score: Raw -1177631.948554 + Penalty 3003.440188 = -1174628.508366
  nChanged 171
		SP:Iteration 14Q (9160.310000 sec): 3 clusters
  Score: Raw -1177714.780127 + Penalty 3003.440188 = -1174711.339939
  nChanged 166
		SP:Iteration 15Q (9160.340000 sec): 3 clusters
  Score: Raw -1177795.951663 + Penalty 3003.440188 = -1174792.511475
  nChanged 151
		SP:Iteration 16Q (9160.360000 sec): 3 clusters
  Score: Raw -1177882.712870 + Penalty 3003.440188 = -1174879.272682
  nChanged 144
		SP:Iteration 17Q (9160.390000 sec): 3 clusters
  Score: Raw -1177993.402131 + Penalty 3003.440188 = -1174989.961942
  nChanged 139
		SP:Iteration 18Q (9160.420000 sec): 3 clusters
  Score: Raw -1178092.249855 + Penalty 3003.440188 = -1175088.809667
  nChanged 120
		SP:Iteration 19Q (9160.440000 sec): 3 clusters
  Score: Raw -1178212.087592 + Penalty 3003.440188 = -1175208.647404
  nChanged 153
		SP:Iteration 20F (9160.470000 sec): 3 clusters
  Score: Raw -1178354.516471 + Penalty 3003.440188 = -1175351.076283
  nChanged 154
		SP:Iteration 21Q (9160.490000 sec): 3 clusters
  Score: Raw -1178485.708779 + Penalty 3003.440188 = -1175482.268590
  nChanged 144
		SP:Iteration 22Q (9160.520000 sec): 3 clusters
  Score: Raw -1178579.380395 + Penalty 3003.440188 = -1175575.940207
  nChanged 101
		SP:Iteration 23Q (9160.540000 sec): 3 clusters
  Score: Raw -1178625.135536 + Penalty 3003.440188 = -1175621.695348
  nChanged 72
		SP:Iteration 24Q (9160.560000 sec): 3 clusters
  Score: Raw -1178655.663850 + Penalty 3003.440188 = -1175652.223662
  nChanged 53
		SP:Iteration 25Q (9160.590000 sec): 3 clusters
  Score: Raw -1178675.213834 + Penalty 3003.440188 = -1175671.773645
  nChanged 43
		SP:Iteration 26Q (9160.610000 sec): 3 clusters
  Score: Raw -1178689.527717 + Penalty 3003.440188 = -1175686.087528
  nChanged 36
		SP:Iteration 27Q (9160.630000 sec): 3 clusters
  Score: Raw -1178700.739385 + Penalty 3003.440188 = -1175697.299196
  nChanged 31
		SP:Iteration 28Q (9160.650000 sec): 3 clusters
  Score: Raw -1178710.917825 + Penalty 3003.440188 = -1175707.477636
  nChanged 23
		SP:Iteration 29Q (9160.680000 sec): 3 clusters
  Score: Raw -1178720.119351 + Penalty 3003.440188 = -1175716.679163
  nChanged 25
		SP:Iteration 30Q (9160.700000 sec): 3 clusters
  Score: Raw -1178730.653173 + Penalty 3003.440188 = -1175727.212984
  nChanged 22
		SP:Iteration 31Q (9160.720000 sec): 3 clusters
  Score: Raw -1178741.248246 + Penalty 3003.440188 = -1175737.808058
  nChanged 35
		SP:Iteration 32Q (9160.740000 sec): 3 clusters
  Score: Raw -1178757.868482 + Penalty 3003.440188 = -1175754.428294
  nChanged 36
		SP:Iteration 33Q (9160.760000 sec): 3 clusters
  Score: Raw -1178773.178001 + Penalty 3003.440188 = -1175769.737812
  nChanged 31
		SP:Iteration 34Q (9160.790000 sec): 3 clusters
  Score: Raw -1178784.756050 + Penalty 3003.440188 = -1175781.315862
  nChanged 29
		SP:Iteration 35Q (9160.810000 sec): 3 clusters
  Score: Raw -1178797.351372 + Penalty 3003.440188 = -1175793.911184
  nChanged 29
		SP:Iteration 36Q (9160.830000 sec): 3 clusters
  Score: Raw -1178808.725126 + Penalty 3003.440188 = -1175805.284938
  nChanged 30
		SP:Iteration 37Q (9160.860000 sec): 3 clusters
  Score: Raw -1178818.345200 + Penalty 3003.440188 = -1175814.905012
  nChanged 32
		SP:Iteration 38Q (9160.880000 sec): 3 clusters
  Score: Raw -1178830.132760 + Penalty 3003.440188 = -1175826.692572
  nChanged 30
		SP:Iteration 39Q (9160.900000 sec): 3 clusters
  Score: Raw -1178840.301337 + Penalty 3003.440188 = -1175836.861149
  nChanged 18
		SP:Iteration 40F (9160.930000 sec): 3 clusters
  Score: Raw -1178848.779694 + Penalty 3003.440188 = -1175845.339506
  nChanged 33
		SP:Iteration 41Q (9160.950000 sec): 3 clusters
  Score: Raw -1178875.079886 + Penalty 3003.440188 = -1175871.639698
  nChanged 51
		SP:Iteration 42Q (9160.970000 sec): 3 clusters
  Score: Raw -1178906.219325 + Penalty 3003.440188 = -1175902.779137
  nChanged 47
		SP:Iteration 43Q (9160.990000 sec): 3 clusters
  Score: Raw -1178937.027649 + Penalty 3003.440188 = -1175933.587460
  nChanged 45
		SP:Iteration 44Q (9161.010000 sec): 3 clusters
  Score: Raw -1178961.096704 + Penalty 3003.440188 = -1175957.656516
  nChanged 40
		SP:Iteration 45Q (9161.030000 sec): 3 clusters
  Score: Raw -1178982.243214 + Penalty 3003.440188 = -1175978.803025
  nChanged 35
		SP:Iteration 46Q (9161.060000 sec): 3 clusters
  Score: Raw -1178997.052456 + Penalty 3003.440188 = -1175993.612268
  nChanged 31
		SP:Iteration 47Q (9161.080000 sec): 3 clusters
  Score: Raw -1179010.241166 + Penalty 3003.440188 = -1176006.800978
  nChanged 23
		SP:Iteration 48Q (9161.100000 sec): 3 clusters
  Score: Raw -1179023.164300 + Penalty 3003.440188 = -1176019.724112
  nChanged 27
		SP:Iteration 49Q (9161.120000 sec): 3 clusters
  Score: Raw -1179034.336199 + Penalty 3003.440188 = -1176030.896011
  nChanged 26
		SP:Iteration 50Q (9161.140000 sec): 3 clusters
  Score: Raw -1179044.297149 + Penalty 3003.440188 = -1176040.856961
  nChanged 25
		SP:Iteration 51Q (9161.160000 sec): 3 clusters
  Score: Raw -1179051.361505 + Penalty 3003.440188 = -1176047.921317
  nChanged 24
		SP:Iteration 52Q (9161.180000 sec): 3 clusters
  Score: Raw -1179058.333074 + Penalty 3003.440188 = -1176054.892886
  nChanged 20
		SP:Iteration 53Q (9161.200000 sec): 3 clusters
  Score: Raw -1179064.154313 + Penalty 3003.440188 = -1176060.714125
  nChanged 17
		SP:Iteration 54Q (9161.220000 sec): 3 clusters
  Score: Raw -1179070.237098 + Penalty 3003.440188 = -1176066.796910
  nChanged 11
		SP:Iteration 55Q (9161.240000 sec): 3 clusters
  Score: Raw -1179074.532260 + Penalty 3003.440188 = -1176071.092072
  nChanged 15
		SP:Iteration 56Q (9161.260000 sec): 3 clusters
  Score: Raw -1179077.871158 + Penalty 3003.440188 = -1176074.430970
  nChanged 8
		SP:Iteration 57Q (9161.280000 sec): 3 clusters
  Score: Raw -1179079.687136 + Penalty 3003.440188 = -1176076.246948
  nChanged 9
		SP:Iteration 58Q (9161.300000 sec): 3 clusters
  Score: Raw -1179081.995484 + Penalty 3003.440188 = -1176078.555296
  nChanged 7
		SP:Iteration 59Q (9161.320000 sec): 3 clusters
  Score: Raw -1179083.423301 + Penalty 3003.440188 = -1176079.983113
  nChanged 3
		SP:Iteration 60F (9161.350000 sec): 3 clusters
  Score: Raw -1179083.993278 + Penalty 3003.440188 = -1176080.553090
  nChanged 1
		SP:Iteration 61Q (9161.370000 sec): 3 clusters
  Score: Raw -1179084.193698 + Penalty 3003.440188 = -1176080.753510
  nChanged 3
		SP:Iteration 62Q (9161.390000 sec): 3 clusters
  Score: Raw -1179084.763895 + Penalty 3003.440188 = -1176081.323707
  nChanged 2
		SP:Iteration 63Q (9161.420000 sec): 3 clusters
  Score: Raw -1179084.982583 + Penalty 3003.440188 = -1176081.542394
  nChanged 1
		SP:Iteration 64Q (9161.440000 sec): 3 clusters
  Score: Raw -1179085.257967 + Penalty 3003.440188 = -1176081.817779
  nChanged 1
		SP:Iteration 65Q (9161.460000 sec): 3 clusters
  Score: Raw -1179085.316884 + Penalty 3003.440188 = -1176081.876696
  nChanged 0
		SP:Iteration 66F (9161.490000 sec): 3 clusters
  Score: Raw -1179085.316884 + Penalty 3003.440188 = -1176081.876696
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9161.510000 sec): 2 clusters
  Score: Raw -786128.463036 + Penalty 1438.418566 = -784690.044470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9161.530000 sec): 3 clusters
  Score: Raw -782351.448790 + Penalty 2876.837132 = -779474.611658
  nChanged 2934
		SP:Iteration 1F (9161.540000 sec): 3 clusters
  Score: Raw -783967.786580 + Penalty 2876.837132 = -781090.949448
  nChanged 488
		SP:Iteration 2F (9161.560000 sec): 3 clusters
  Score: Raw -784228.416668 + Penalty 2876.837132 = -781351.579537
  nChanged 433
		SP:Iteration 3F (9161.580000 sec): 3 clusters
  Score: Raw -784482.066470 + Penalty 2876.837132 = -781605.229338
  nChanged 385
		SP:Iteration 4F (9161.600000 sec): 3 clusters
  Score: Raw -784713.631289 + Penalty 2876.837132 = -781836.794158
  nChanged 364
		SP:Iteration 5F (9161.620000 sec): 3 clusters
  Score: Raw -784986.506592 + Penalty 2876.837132 = -782109.669461
  nChanged 386
		SP:Iteration 6F (9161.640000 sec): 3 clusters
  Score: Raw -785276.936668 + Penalty 2876.837132 = -782400.099537
  nChanged 334
		SP:Iteration 7Q (9161.650000 sec): 3 clusters
  Score: Raw -785491.880432 + Penalty 2876.837132 = -782615.043301
  nChanged 288
		SP:Iteration 8Q (9161.670000 sec): 3 clusters
  Score: Raw -785674.805127 + Penalty 2876.837132 = -782797.967995
  nChanged 240
		SP:Iteration 9Q (9161.690000 sec): 3 clusters
  Score: Raw -785820.745204 + Penalty 2876.837132 = -782943.908072
  nChanged 217
		SP:Iteration 10Q (9161.710000 sec): 3 clusters
  Score: Raw -785944.273022 + Penalty 2876.837132 = -783067.435891
  nChanged 161
		SP:Iteration 11Q (9161.730000 sec): 3 clusters
  Score: Raw -786031.292992 + Penalty 2876.837132 = -783154.455861
  nChanged 119
		SP:Iteration 12Q (9161.750000 sec): 3 clusters
  Score: Raw -786093.446003 + Penalty 2876.837132 = -783216.608872
  nChanged 86
		SP:Iteration 13Q (9161.760000 sec): 3 clusters
  Score: Raw -786145.669190 + Penalty 2876.837132 = -783268.832059
  nChanged 85
		SP:Iteration 14Q (9161.780000 sec): 3 clusters
  Score: Raw -786215.090070 + Penalty 2876.837132 = -783338.252938
  nChanged 83
		SP:Iteration 15Q (9161.800000 sec): 3 clusters
  Score: Raw -786281.567478 + Penalty 2876.837132 = -783404.730347
  nChanged 58
		SP:Iteration 16Q (9161.820000 sec): 3 clusters
  Score: Raw -786319.870168 + Penalty 2876.837132 = -783443.033037
  nChanged 38
		SP:Iteration 17Q (9161.830000 sec): 3 clusters
  Score: Raw -786340.836834 + Penalty 2876.837132 = -783463.999703
  nChanged 31
		SP:Iteration 18Q (9161.850000 sec): 3 clusters
  Score: Raw -786358.833893 + Penalty 2876.837132 = -783481.996762
  nChanged 31
		SP:Iteration 19Q (9161.860000 sec): 3 clusters
  Score: Raw -786381.025236 + Penalty 2876.837132 = -783504.188104
  nChanged 33
		SP:Iteration 20F (9161.880000 sec): 3 clusters
  Score: Raw -786400.821785 + Penalty 2876.837132 = -783523.984653
  nChanged 20
		SP:Iteration 21Q (9161.900000 sec): 3 clusters
  Score: Raw -786415.503908 + Penalty 2876.837132 = -783538.666777
  nChanged 15
		SP:Iteration 22Q (9161.910000 sec): 3 clusters
  Score: Raw -786426.538405 + Penalty 2876.837132 = -783549.701273
  nChanged 11
		SP:Iteration 23Q (9161.930000 sec): 3 clusters
  Score: Raw -786434.856468 + Penalty 2876.837132 = -783558.019336
  nChanged 12
		SP:Iteration 24Q (9161.940000 sec): 3 clusters
  Score: Raw -786441.465394 + Penalty 2876.837132 = -783564.628263
  nChanged 16
		SP:Iteration 25Q (9161.960000 sec): 3 clusters
  Score: Raw -786451.024152 + Penalty 2876.837132 = -783574.187021
  nChanged 12
		SP:Iteration 26Q (9161.970000 sec): 3 clusters
  Score: Raw -786460.089796 + Penalty 2876.837132 = -783583.252665
  nChanged 17
		SP:Iteration 27Q (9161.990000 sec): 3 clusters
  Score: Raw -786471.089014 + Penalty 2876.837132 = -783594.251883
  nChanged 6
		SP:Iteration 28Q (9162.000000 sec): 3 clusters
  Score: Raw -786473.228423 + Penalty 2876.837132 = -783596.391292
  nChanged 6
		SP:Iteration 29Q (9162.020000 sec): 3 clusters
  Score: Raw -786475.525116 + Penalty 2876.837132 = -783598.687984
  nChanged 1
		SP:Iteration 30Q (9162.040000 sec): 3 clusters
  Score: Raw -786476.149434 + Penalty 2876.837132 = -783599.312302
  nChanged 2
		SP:Iteration 31Q (9162.050000 sec): 3 clusters
  Score: Raw -786477.333770 + Penalty 2876.837132 = -783600.496638
  nChanged 4
		SP:Iteration 32Q (9162.060000 sec): 3 clusters
  Score: Raw -786479.313700 + Penalty 2876.837132 = -783602.476569
  nChanged 2
		SP:Iteration 33Q (9162.080000 sec): 3 clusters
  Score: Raw -786480.183307 + Penalty 2876.837132 = -783603.346176
  nChanged 2
		SP:Iteration 34Q (9162.100000 sec): 3 clusters
  Score: Raw -786480.863512 + Penalty 2876.837132 = -783604.026380
  nChanged 1
		SP:Iteration 35Q (9162.110000 sec): 3 clusters
  Score: Raw -786481.251833 + Penalty 2876.837132 = -783604.414702
  nChanged 3
		SP:Iteration 36Q (9162.130000 sec): 3 clusters
  Score: Raw -786483.773551 + Penalty 2876.837132 = -783606.936419
  nChanged 6
		SP:Iteration 37Q (9162.140000 sec): 3 clusters
  Score: Raw -786486.138039 + Penalty 2876.837132 = -783609.300907
  nChanged 3
		SP:Iteration 38Q (9162.160000 sec): 3 clusters
  Score: Raw -786487.236380 + Penalty 2876.837132 = -783610.399248
  nChanged 3
		SP:Iteration 39Q (9162.180000 sec): 3 clusters
  Score: Raw -786488.924719 + Penalty 2876.837132 = -783612.087588
  nChanged 2
		SP:Iteration 40F (9162.190000 sec): 3 clusters
  Score: Raw -786489.446130 + Penalty 2876.837132 = -783612.608999
  nChanged 3
		SP:Iteration 41Q (9162.210000 sec): 3 clusters
  Score: Raw -786490.392172 + Penalty 2876.837132 = -783613.555040
  nChanged 2
		SP:Iteration 42Q (9162.220000 sec): 3 clusters
  Score: Raw -786491.270363 + Penalty 2876.837132 = -783614.433232
  nChanged 3
		SP:Iteration 43Q (9162.240000 sec): 3 clusters
  Score: Raw -786492.412346 + Penalty 2876.837132 = -783615.575214
  nChanged 1
		SP:Iteration 44Q (9162.250000 sec): 3 clusters
  Score: Raw -786493.136553 + Penalty 2876.837132 = -783616.299422
  nChanged 1
		SP:Iteration 45Q (9162.270000 sec): 3 clusters
  Score: Raw -786493.566566 + Penalty 2876.837132 = -783616.729434
  nChanged 2
		SP:Iteration 46Q (9162.280000 sec): 3 clusters
  Score: Raw -786494.073171 + Penalty 2876.837132 = -783617.236039
  nChanged 1
		SP:Iteration 47Q (9162.300000 sec): 3 clusters
  Score: Raw -786494.807548 + Penalty 2876.837132 = -783617.970416
  nChanged 4
		SP:Iteration 48Q (9162.320000 sec): 3 clusters
  Score: Raw -786495.861839 + Penalty 2876.837132 = -783619.024707
  nChanged 3
		SP:Iteration 49Q (9162.340000 sec): 3 clusters
  Score: Raw -786497.518393 + Penalty 2876.837132 = -783620.681262
  nChanged 5
		SP:Iteration 50Q (9162.350000 sec): 3 clusters
  Score: Raw -786500.373359 + Penalty 2876.837132 = -783623.536227
  nChanged 5
		SP:Iteration 51Q (9162.360000 sec): 3 clusters
  Score: Raw -786502.851000 + Penalty 2876.837132 = -783626.013869
  nChanged 6
		SP:Iteration 52Q (9162.380000 sec): 3 clusters
  Score: Raw -786506.502268 + Penalty 2876.837132 = -783629.665136
  nChanged 7
		SP:Iteration 53Q (9162.400000 sec): 3 clusters
  Score: Raw -786509.325239 + Penalty 2876.837132 = -783632.488107
  nChanged 7
		SP:Iteration 54Q (9162.410000 sec): 3 clusters
  Score: Raw -786512.842635 + Penalty 2876.837132 = -783636.005503
  nChanged 6
		SP:Iteration 55Q (9162.430000 sec): 3 clusters
  Score: Raw -786515.360266 + Penalty 2876.837132 = -783638.523135
  nChanged 3
		SP:Iteration 56Q (9162.450000 sec): 3 clusters
  Score: Raw -786516.226224 + Penalty 2876.837132 = -783639.389092
  nChanged 5
		SP:Iteration 57Q (9162.460000 sec): 3 clusters
  Score: Raw -786518.114547 + Penalty 2876.837132 = -783641.277416
  nChanged 2
		SP:Iteration 58Q (9162.480000 sec): 3 clusters
  Score: Raw -786518.391986 + Penalty 2876.837132 = -783641.554854
  nChanged 0
		SP:Iteration 59F (9162.500000 sec): 3 clusters
  Score: Raw -786518.391986 + Penalty 2876.837132 = -783641.554854
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (6457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9162.520000 sec): 2 clusters
  Score: Raw -722932.120711 + Penalty 1425.599515 = -721506.521196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9162.530000 sec): 3 clusters
  Score: Raw -719432.768903 + Penalty 2851.199030 = -716581.569872
  nChanged 2721
		SP:Iteration 1F (9162.550000 sec): 3 clusters
  Score: Raw -720996.543957 + Penalty 2851.199030 = -718145.344927
  nChanged 493
		SP:Iteration 2F (9162.570000 sec): 3 clusters
  Score: Raw -721312.895798 + Penalty 2851.199030 = -718461.696768
  nChanged 400
		SP:Iteration 3F (9162.580000 sec): 3 clusters
  Score: Raw -721582.529658 + Penalty 2851.199030 = -718731.330628
  nChanged 365
		SP:Iteration 4F (9162.600000 sec): 3 clusters
  Score: Raw -721840.853090 + Penalty 2851.199030 = -718989.654060
  nChanged 323
		SP:Iteration 5F (9162.620000 sec): 3 clusters
  Score: Raw -722057.202618 + Penalty 2851.199030 = -719206.003588
  nChanged 299
		SP:Iteration 6Q (9162.630000 sec): 3 clusters
  Score: Raw -722266.083862 + Penalty 2851.199030 = -719414.884832
  nChanged 275
		SP:Iteration 7Q (9162.650000 sec): 3 clusters
  Score: Raw -722490.872556 + Penalty 2851.199030 = -719639.673526
  nChanged 286
		SP:Iteration 8Q (9162.660000 sec): 3 clusters
  Score: Raw -722718.919284 + Penalty 2851.199030 = -719867.720253
  nChanged 250
		SP:Iteration 9Q (9162.680000 sec): 3 clusters
  Score: Raw -722921.618765 + Penalty 2851.199030 = -720070.419735
  nChanged 255
		SP:Iteration 10Q (9162.700000 sec): 3 clusters
  Score: Raw -723114.051205 + Penalty 2851.199030 = -720262.852175
  nChanged 225
		SP:Iteration 11Q (9162.710000 sec): 3 clusters
  Score: Raw -723275.009291 + Penalty 2851.199030 = -720423.810261
  nChanged 192
		SP:Iteration 12Q (9162.720000 sec): 3 clusters
  Score: Raw -723390.235196 + Penalty 2851.199030 = -720539.036166
  nChanged 150
		SP:Iteration 13Q (9162.740000 sec): 3 clusters
  Score: Raw -723469.888205 + Penalty 2851.199030 = -720618.689175
  nChanged 107
		SP:Iteration 14Q (9162.750000 sec): 3 clusters
  Score: Raw -723519.674210 + Penalty 2851.199030 = -720668.475180
  nChanged 87
		SP:Iteration 15Q (9162.770000 sec): 3 clusters
  Score: Raw -723560.829648 + Penalty 2851.199030 = -720709.630618
  nChanged 89
		SP:Iteration 16Q (9162.780000 sec): 3 clusters
  Score: Raw -723607.340323 + Penalty 2851.199030 = -720756.141293
  nChanged 87
		SP:Iteration 17Q (9162.800000 sec): 3 clusters
  Score: Raw -723656.973283 + Penalty 2851.199030 = -720805.774253
  nChanged 99
		SP:Iteration 18Q (9162.810000 sec): 3 clusters
  Score: Raw -723719.849720 + Penalty 2851.199030 = -720868.650689
  nChanged 91
		SP:Iteration 19Q (9162.830000 sec): 3 clusters
  Score: Raw -723799.648432 + Penalty 2851.199030 = -720948.449402
  nChanged 115
		SP:Iteration 20F (9162.840000 sec): 3 clusters
  Score: Raw -723896.672407 + Penalty 2851.199030 = -721045.473377
  nChanged 124
		SP:Iteration 21Q (9162.860000 sec): 3 clusters
  Score: Raw -724000.573752 + Penalty 2851.199030 = -721149.374722
  nChanged 106
		SP:Iteration 22Q (9162.870000 sec): 3 clusters
  Score: Raw -724080.688085 + Penalty 2851.199030 = -721229.489055
  nChanged 97
		SP:Iteration 23Q (9162.890000 sec): 3 clusters
  Score: Raw -724150.787195 + Penalty 2851.199030 = -721299.588165
  nChanged 76
		SP:Iteration 24Q (9162.900000 sec): 3 clusters
  Score: Raw -724194.386229 + Penalty 2851.199030 = -721343.187199
  nChanged 56
		SP:Iteration 25Q (9162.920000 sec): 3 clusters
  Score: Raw -724227.155133 + Penalty 2851.199030 = -721375.956103
  nChanged 46
		SP:Iteration 26Q (9162.930000 sec): 3 clusters
  Score: Raw -724254.241650 + Penalty 2851.199030 = -721403.042620
  nChanged 44
		SP:Iteration 27Q (9162.940000 sec): 3 clusters
  Score: Raw -724279.072553 + Penalty 2851.199030 = -721427.873523
  nChanged 43
		SP:Iteration 28Q (9162.960000 sec): 3 clusters
  Score: Raw -724300.110168 + Penalty 2851.199030 = -721448.911138
  nChanged 32
		SP:Iteration 29Q (9162.970000 sec): 3 clusters
  Score: Raw -724314.049694 + Penalty 2851.199030 = -721462.850663
  nChanged 28
		SP:Iteration 30Q (9162.980000 sec): 3 clusters
  Score: Raw -724325.018392 + Penalty 2851.199030 = -721473.819362
  nChanged 22
		SP:Iteration 31Q (9163.000000 sec): 3 clusters
  Score: Raw -724331.829356 + Penalty 2851.199030 = -721480.630326
  nChanged 20
		SP:Iteration 32Q (9163.010000 sec): 3 clusters
  Score: Raw -724336.604379 + Penalty 2851.199030 = -721485.405349
  nChanged 17
		SP:Iteration 33Q (9163.020000 sec): 3 clusters
  Score: Raw -724340.215235 + Penalty 2851.199030 = -721489.016205
  nChanged 13
		SP:Iteration 34Q (9163.040000 sec): 3 clusters
  Score: Raw -724343.340470 + Penalty 2851.199030 = -721492.141439
  nChanged 12
		SP:Iteration 35Q (9163.050000 sec): 3 clusters
  Score: Raw -724346.532093 + Penalty 2851.199030 = -721495.333062
  nChanged 9
		SP:Iteration 36Q (9163.060000 sec): 3 clusters
  Score: Raw -724348.301927 + Penalty 2851.199030 = -721497.102897
  nChanged 7
		SP:Iteration 37Q (9163.080000 sec): 3 clusters
  Score: Raw -724349.833400 + Penalty 2851.199030 = -721498.634370
  nChanged 3
		SP:Iteration 38Q (9163.090000 sec): 3 clusters
  Score: Raw -724350.007803 + Penalty 2851.199030 = -721498.808773
  nChanged 2
		SP:Iteration 39Q (9163.110000 sec): 3 clusters
  Score: Raw -724350.225625 + Penalty 2851.199030 = -721499.026595
  nChanged 2
		SP:Iteration 40F (9163.120000 sec): 3 clusters
  Score: Raw -724350.597511 + Penalty 2851.199030 = -721499.398481
  nChanged 3
		SP:Iteration 41Q (9163.140000 sec): 3 clusters
  Score: Raw -724350.922149 + Penalty 2851.199030 = -721499.723119
  nChanged 2
		SP:Iteration 42Q (9163.150000 sec): 3 clusters
  Score: Raw -724351.142601 + Penalty 2851.199030 = -721499.943571
  nChanged 2
		SP:Iteration 43Q (9163.160000 sec): 3 clusters
  Score: Raw -724351.474818 + Penalty 2851.199030 = -721500.275788
  nChanged 0
		SP:Iteration 44F (9163.190000 sec): 3 clusters
  Score: Raw -724351.474818 + Penalty 2851.199030 = -721500.275788
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.190000 sec): 2 clusters
  Score: Raw -17926.322429 + Penalty 847.427061 = -17078.895369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.200000 sec): 3 clusters
  Score: Raw -18139.123997 + Penalty 1694.854121 = -16444.269876
  nChanged 27
		SP:Iteration 1F (9163.200000 sec): 3 clusters
  Score: Raw -18219.374363 + Penalty 1694.854121 = -16524.520241
  nChanged 6
		SP:Iteration 2Q (9163.200000 sec): 3 clusters
  Score: Raw -18248.198476 + Penalty 1694.854121 = -16553.344355
  nChanged 4
		SP:Iteration 3Q (9163.200000 sec): 3 clusters
  Score: Raw -18258.746486 + Penalty 1694.854121 = -16563.892364
  nChanged 1
		SP:Iteration 4Q (9163.200000 sec): 3 clusters
  Score: Raw -18261.377804 + Penalty 1694.854121 = -16566.523682
  nChanged 2
		SP:Iteration 5Q (9163.200000 sec): 3 clusters
  Score: Raw -18267.387208 + Penalty 1694.854121 = -16572.533087
  nChanged 2
		SP:Iteration 6Q (9163.200000 sec): 3 clusters
  Score: Raw -18273.846280 + Penalty 1694.854121 = -16578.992159
  nChanged 0
		SP:Iteration 7F (9163.200000 sec): 3 clusters
  Score: Raw -18273.846280 + Penalty 1694.854121 = -16578.992159
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.210000 sec): 2 clusters
  Score: Raw -218773.263495 + Penalty 1240.815365 = -217532.448130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.210000 sec): 3 clusters
  Score: Raw -217945.560252 + Penalty 2481.630730 = -215463.929522
  nChanged 712
		SP:Iteration 1F (9163.220000 sec): 3 clusters
  Score: Raw -218438.944229 + Penalty 2481.630730 = -215957.313499
  nChanged 181
		SP:Iteration 2F (9163.220000 sec): 3 clusters
  Score: Raw -218600.258311 + Penalty 2481.630730 = -216118.627581
  nChanged 126
		SP:Iteration 3F (9163.230000 sec): 3 clusters
  Score: Raw -218734.239632 + Penalty 2481.630730 = -216252.608902
  nChanged 111
		SP:Iteration 4F (9163.240000 sec): 3 clusters
  Score: Raw -218847.457594 + Penalty 2481.630730 = -216365.826864
  nChanged 80
		SP:Iteration 5Q (9163.240000 sec): 3 clusters
  Score: Raw -218924.453808 + Penalty 2481.630730 = -216442.823078
  nChanged 67
		SP:Iteration 6Q (9163.240000 sec): 3 clusters
  Score: Raw -218988.269934 + Penalty 2481.630730 = -216506.639204
  nChanged 56
		SP:Iteration 7Q (9163.250000 sec): 3 clusters
  Score: Raw -219034.762354 + Penalty 2481.630730 = -216553.131624
  nChanged 37
		SP:Iteration 8Q (9163.260000 sec): 3 clusters
  Score: Raw -219063.636387 + Penalty 2481.630730 = -216582.005657
  nChanged 32
		SP:Iteration 9Q (9163.260000 sec): 3 clusters
  Score: Raw -219088.797349 + Penalty 2481.630730 = -216607.166619
  nChanged 32
		SP:Iteration 10Q (9163.260000 sec): 3 clusters
  Score: Raw -219115.404998 + Penalty 2481.630730 = -216633.774268
  nChanged 35
		SP:Iteration 11Q (9163.270000 sec): 3 clusters
  Score: Raw -219143.454464 + Penalty 2481.630730 = -216661.823734
  nChanged 26
		SP:Iteration 12Q (9163.280000 sec): 3 clusters
  Score: Raw -219163.937908 + Penalty 2481.630730 = -216682.307178
  nChanged 20
		SP:Iteration 13Q (9163.290000 sec): 3 clusters
  Score: Raw -219178.174639 + Penalty 2481.630730 = -216696.543910
  nChanged 18
		SP:Iteration 14Q (9163.290000 sec): 3 clusters
  Score: Raw -219189.359033 + Penalty 2481.630730 = -216707.728303
  nChanged 19
		SP:Iteration 15Q (9163.290000 sec): 3 clusters
  Score: Raw -219201.592552 + Penalty 2481.630730 = -216719.961822
  nChanged 9
		SP:Iteration 16Q (9163.300000 sec): 3 clusters
  Score: Raw -219207.303595 + Penalty 2481.630730 = -216725.672865
  nChanged 9
		SP:Iteration 17Q (9163.310000 sec): 3 clusters
  Score: Raw -219211.707996 + Penalty 2481.630730 = -216730.077267
  nChanged 9
		SP:Iteration 18Q (9163.310000 sec): 3 clusters
  Score: Raw -219216.050676 + Penalty 2481.630730 = -216734.419946
  nChanged 6
		SP:Iteration 19Q (9163.310000 sec): 3 clusters
  Score: Raw -219218.037250 + Penalty 2481.630730 = -216736.406520
  nChanged 2
		SP:Iteration 20F (9163.320000 sec): 3 clusters
  Score: Raw -219218.873050 + Penalty 2481.630730 = -216737.242320
  nChanged 1
		SP:Iteration 21Q (9163.330000 sec): 3 clusters
  Score: Raw -219219.494017 + Penalty 2481.630730 = -216737.863287
  nChanged 0
		SP:Iteration 22F (9163.330000 sec): 3 clusters
  Score: Raw -219219.494017 + Penalty 2481.630730 = -216737.863287
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.330000 sec): 2 clusters
  Score: Raw -64682.984268 + Penalty 1035.941533 = -63647.042734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.340000 sec): 3 clusters
  Score: Raw -64619.965460 + Penalty 2071.883066 = -62548.082394
  nChanged 155
		SP:Iteration 1F (9163.340000 sec): 3 clusters
  Score: Raw -64800.552128 + Penalty 2071.883066 = -62728.669062
  nChanged 35
		SP:Iteration 2F (9163.340000 sec): 3 clusters
  Score: Raw -64857.192011 + Penalty 2071.883066 = -62785.308945
  nChanged 21
		SP:Iteration 3Q (9163.340000 sec): 3 clusters
  Score: Raw -64885.016318 + Penalty 2071.883066 = -62813.133252
  nChanged 14
		SP:Iteration 4Q (9163.340000 sec): 3 clusters
  Score: Raw -64899.856983 + Penalty 2071.883066 = -62827.973917
  nChanged 6
		SP:Iteration 5Q (9163.350000 sec): 3 clusters
  Score: Raw -64908.982800 + Penalty 2071.883066 = -62837.099733
  nChanged 4
		SP:Iteration 6Q (9163.350000 sec): 3 clusters
  Score: Raw -64914.770996 + Penalty 2071.883066 = -62842.887930
  nChanged 1
		SP:Iteration 7Q (9163.350000 sec): 3 clusters
  Score: Raw -64916.358445 + Penalty 2071.883066 = -62844.475379
  nChanged 2
		SP:Iteration 8Q (9163.350000 sec): 3 clusters
  Score: Raw -64921.926674 + Penalty 2071.883066 = -62850.043607
  nChanged 1
		SP:Iteration 9Q (9163.350000 sec): 3 clusters
  Score: Raw -64923.038912 + Penalty 2071.883066 = -62851.155845
  nChanged 4
		SP:Iteration 10Q (9163.350000 sec): 3 clusters
  Score: Raw -64926.497597 + Penalty 2071.883066 = -62854.614531
  nChanged 1
		SP:Iteration 11Q (9163.350000 sec): 3 clusters
  Score: Raw -64926.775746 + Penalty 2071.883066 = -62854.892680
  nChanged 0
		SP:Iteration 12F (9163.350000 sec): 3 clusters
  Score: Raw -64926.775746 + Penalty 2071.883066 = -62854.892680
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (2305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.370000 sec): 2 clusters
  Score: Raw -232771.864464 + Penalty 1258.210843 = -231513.653621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.370000 sec): 3 clusters
  Score: Raw -231799.924747 + Penalty 2516.421686 = -229283.503062
  nChanged 831
		SP:Iteration 1F (9163.380000 sec): 3 clusters
  Score: Raw -232465.040654 + Penalty 2516.421686 = -229948.618969
  nChanged 199
		SP:Iteration 2F (9163.380000 sec): 3 clusters
  Score: Raw -232655.070400 + Penalty 2516.421686 = -230138.648714
  nChanged 120
		SP:Iteration 3F (9163.390000 sec): 3 clusters
  Score: Raw -232787.395645 + Penalty 2516.421686 = -230270.973959
  nChanged 111
		SP:Iteration 4Q (9163.390000 sec): 3 clusters
  Score: Raw -232905.588876 + Penalty 2516.421686 = -230389.167191
  nChanged 93
		SP:Iteration 5Q (9163.400000 sec): 3 clusters
  Score: Raw -232975.264238 + Penalty 2516.421686 = -230458.842552
  nChanged 70
		SP:Iteration 6Q (9163.410000 sec): 3 clusters
  Score: Raw -233031.779922 + Penalty 2516.421686 = -230515.358237
  nChanged 54
		SP:Iteration 7Q (9163.410000 sec): 3 clusters
  Score: Raw -233078.380273 + Penalty 2516.421686 = -230561.958588
  nChanged 66
		SP:Iteration 8Q (9163.420000 sec): 3 clusters
  Score: Raw -233126.547604 + Penalty 2516.421686 = -230610.125918
  nChanged 37
		SP:Iteration 9Q (9163.430000 sec): 3 clusters
  Score: Raw -233146.121527 + Penalty 2516.421686 = -230629.699842
  nChanged 23
		SP:Iteration 10Q (9163.430000 sec): 3 clusters
  Score: Raw -233158.039446 + Penalty 2516.421686 = -230641.617761
  nChanged 20
		SP:Iteration 11Q (9163.440000 sec): 3 clusters
  Score: Raw -233170.198784 + Penalty 2516.421686 = -230653.777099
  nChanged 25
		SP:Iteration 12Q (9163.440000 sec): 3 clusters
  Score: Raw -233187.036703 + Penalty 2516.421686 = -230670.615018
  nChanged 28
		SP:Iteration 13Q (9163.450000 sec): 3 clusters
  Score: Raw -233204.666718 + Penalty 2516.421686 = -230688.245033
  nChanged 28
		SP:Iteration 14Q (9163.450000 sec): 3 clusters
  Score: Raw -233222.645564 + Penalty 2516.421686 = -230706.223879
  nChanged 30
		SP:Iteration 15Q (9163.460000 sec): 3 clusters
  Score: Raw -233240.969617 + Penalty 2516.421686 = -230724.547931
  nChanged 30
		SP:Iteration 16Q (9163.470000 sec): 3 clusters
  Score: Raw -233265.627701 + Penalty 2516.421686 = -230749.206016
  nChanged 35
		SP:Iteration 17Q (9163.470000 sec): 3 clusters
  Score: Raw -233291.058354 + Penalty 2516.421686 = -230774.636669
  nChanged 36
		SP:Iteration 18Q (9163.470000 sec): 3 clusters
  Score: Raw -233322.467182 + Penalty 2516.421686 = -230806.045496
  nChanged 40
		SP:Iteration 19Q (9163.480000 sec): 3 clusters
  Score: Raw -233357.181987 + Penalty 2516.421686 = -230840.760302
  nChanged 36
		SP:Iteration 20F (9163.490000 sec): 3 clusters
  Score: Raw -233389.641247 + Penalty 2516.421686 = -230873.219562
  nChanged 33
		SP:Iteration 21Q (9163.490000 sec): 3 clusters
  Score: Raw -233417.024120 + Penalty 2516.421686 = -230900.602434
  nChanged 35
		SP:Iteration 22Q (9163.500000 sec): 3 clusters
  Score: Raw -233455.255405 + Penalty 2516.421686 = -230938.833719
  nChanged 33
		SP:Iteration 23Q (9163.500000 sec): 3 clusters
  Score: Raw -233489.195358 + Penalty 2516.421686 = -230972.773672
  nChanged 32
		SP:Iteration 24Q (9163.510000 sec): 3 clusters
  Score: Raw -233525.262110 + Penalty 2516.421686 = -231008.840424
  nChanged 45
		SP:Iteration 25Q (9163.510000 sec): 3 clusters
  Score: Raw -233592.954838 + Penalty 2516.421686 = -231076.533153
  nChanged 46
		SP:Iteration 26Q (9163.520000 sec): 3 clusters
  Score: Raw -233698.152721 + Penalty 2516.421686 = -231181.731036
  nChanged 58
		SP:Iteration 27Q (9163.530000 sec): 3 clusters
  Score: Raw -233889.298748 + Penalty 2516.421686 = -231372.877063
  nChanged 63
		SP:Iteration 28Q (9163.530000 sec): 3 clusters
  Score: Raw -234094.811588 + Penalty 2516.421686 = -231578.389902
  nChanged 50
		SP:Iteration 29Q (9163.530000 sec): 3 clusters
  Score: Raw -234154.655586 + Penalty 2516.421686 = -231638.233900
  nChanged 34
		SP:Iteration 30Q (9163.540000 sec): 3 clusters
  Score: Raw -234184.733698 + Penalty 2516.421686 = -231668.312013
  nChanged 18
		SP:Iteration 31Q (9163.540000 sec): 3 clusters
  Score: Raw -234195.487574 + Penalty 2516.421686 = -231679.065889
  nChanged 11
		SP:Iteration 32Q (9163.550000 sec): 3 clusters
  Score: Raw -234204.054102 + Penalty 2516.421686 = -231687.632416
  nChanged 10
		SP:Iteration 33Q (9163.550000 sec): 3 clusters
  Score: Raw -234210.529758 + Penalty 2516.421686 = -231694.108072
  nChanged 11
		SP:Iteration 34Q (9163.560000 sec): 3 clusters
  Score: Raw -234217.054997 + Penalty 2516.421686 = -231700.633311
  nChanged 5
		SP:Iteration 35Q (9163.560000 sec): 3 clusters
  Score: Raw -234219.715719 + Penalty 2516.421686 = -231703.294034
  nChanged 4
		SP:Iteration 36Q (9163.570000 sec): 3 clusters
  Score: Raw -234221.276495 + Penalty 2516.421686 = -231704.854810
  nChanged 3
		SP:Iteration 37Q (9163.570000 sec): 3 clusters
  Score: Raw -234223.149317 + Penalty 2516.421686 = -231706.727631
  nChanged 3
		SP:Iteration 38Q (9163.570000 sec): 3 clusters
  Score: Raw -234225.732668 + Penalty 2516.421686 = -231709.310982
  nChanged 9
		SP:Iteration 39Q (9163.580000 sec): 3 clusters
  Score: Raw -234231.174034 + Penalty 2516.421686 = -231714.752348
  nChanged 6
		SP:Iteration 40F (9163.590000 sec): 3 clusters
  Score: Raw -234233.704784 + Penalty 2516.421686 = -231717.283099
  nChanged 3
		SP:Iteration 41Q (9163.590000 sec): 3 clusters
  Score: Raw -234234.622660 + Penalty 2516.421686 = -231718.200974
  nChanged 1
		SP:Iteration 42Q (9163.600000 sec): 3 clusters
  Score: Raw -234234.957871 + Penalty 2516.421686 = -231718.536186
  nChanged 0
		SP:Iteration 43F (9163.610000 sec): 3 clusters
  Score: Raw -234234.957871 + Penalty 2516.421686 = -231718.536186
  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 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.630000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.630000 sec): 3 clusters
  Score: Raw -153183.849182 + Penalty 2347.571096 = -150836.278086
  nChanged 459
		SP:Iteration 1F (9163.630000 sec): 3 clusters
  Score: Raw -153535.345470 + Penalty 2347.571096 = -151187.774375
  nChanged 105
		SP:Iteration 2F (9163.630000 sec): 3 clusters
  Score: Raw -153620.074254 + Penalty 2347.571096 = -151272.503158
  nChanged 61
		SP:Iteration 3Q (9163.640000 sec): 3 clusters
  Score: Raw -153678.334702 + Penalty 2347.571096 = -151330.763606
  nChanged 53
		SP:Iteration 4Q (9163.640000 sec): 3 clusters
  Score: Raw -153733.823999 + Penalty 2347.571096 = -151386.252903
  nChanged 52
		SP:Iteration 5Q (9163.650000 sec): 3 clusters
  Score: Raw -153786.437823 + Penalty 2347.571096 = -151438.866728
  nChanged 36
		SP:Iteration 6Q (9163.650000 sec): 3 clusters
  Score: Raw -153824.586300 + Penalty 2347.571096 = -151477.015204
  nChanged 37
		SP:Iteration 7Q (9163.650000 sec): 3 clusters
  Score: Raw -153860.860102 + Penalty 2347.571096 = -151513.289006
  nChanged 29
		SP:Iteration 8Q (9163.660000 sec): 3 clusters
  Score: Raw -153898.145249 + Penalty 2347.571096 = -151550.574153
  nChanged 43
		SP:Iteration 9Q (9163.660000 sec): 3 clusters
  Score: Raw -154016.276771 + Penalty 2347.571096 = -151668.705675
  nChanged 51
		SP:Iteration 10Q (9163.660000 sec): 3 clusters
  Score: Raw -154194.102696 + Penalty 2347.571096 = -151846.531600
  nChanged 60
		SP:Iteration 11Q (9163.670000 sec): 3 clusters
  Score: Raw -154380.918048 + Penalty 2347.571096 = -152033.346953
  nChanged 54
		SP:Iteration 12Q (9163.670000 sec): 3 clusters
  Score: Raw -154480.768056 + Penalty 2347.571096 = -152133.196961
  nChanged 41
		SP:Iteration 13Q (9163.670000 sec): 3 clusters
  Score: Raw -154533.149506 + Penalty 2347.571096 = -152185.578410
  nChanged 26
		SP:Iteration 14Q (9163.670000 sec): 3 clusters
  Score: Raw -154578.498925 + Penalty 2347.571096 = -152230.927829
  nChanged 19
		SP:Iteration 15Q (9163.680000 sec): 3 clusters
  Score: Raw -154604.564170 + Penalty 2347.571096 = -152256.993074
  nChanged 12
		SP:Iteration 16Q (9163.680000 sec): 3 clusters
  Score: Raw -154616.358763 + Penalty 2347.571096 = -152268.787667
  nChanged 6
		SP:Iteration 17Q (9163.690000 sec): 3 clusters
  Score: Raw -154624.820415 + Penalty 2347.571096 = -152277.249319
  nChanged 5
		SP:Iteration 18Q (9163.690000 sec): 3 clusters
  Score: Raw -154629.261689 + Penalty 2347.571096 = -152281.690593
  nChanged 2
		SP:Iteration 19Q (9163.690000 sec): 3 clusters
  Score: Raw -154630.581763 + Penalty 2347.571096 = -152283.010667
  nChanged 1
		SP:Iteration 20F (9163.690000 sec): 3 clusters
  Score: Raw -154631.945900 + Penalty 2347.571096 = -152284.374804
  nChanged 2
		SP:Iteration 21Q (9163.700000 sec): 3 clusters
  Score: Raw -154635.163187 + Penalty 2347.571096 = -152287.592091
  nChanged 1
		SP:Iteration 22Q (9163.700000 sec): 3 clusters
  Score: Raw -154635.762681 + Penalty 2347.571096 = -152288.191585
  nChanged 0
		SP:Iteration 23F (9163.700000 sec): 3 clusters
  Score: Raw -154635.762681 + Penalty 2347.571096 = -152288.191585
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.710000 sec): 2 clusters
  Score: Raw -131908.858342 + Penalty 1166.017078 = -130742.841263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.710000 sec): 3 clusters
  Score: Raw -131419.260374 + Penalty 2332.034157 = -129087.226217
  nChanged 419
		SP:Iteration 1F (9163.720000 sec): 3 clusters
  Score: Raw -131759.034609 + Penalty 2332.034157 = -129427.000452
  nChanged 101
		SP:Iteration 2F (9163.720000 sec): 3 clusters
  Score: Raw -131855.892766 + Penalty 2332.034157 = -129523.858609
  nChanged 56
		SP:Iteration 3Q (9163.720000 sec): 3 clusters
  Score: Raw -131913.536149 + Penalty 2332.034157 = -129581.501992
  nChanged 42
		SP:Iteration 4Q (9163.730000 sec): 3 clusters
  Score: Raw -131953.808775 + Penalty 2332.034157 = -129621.774618
  nChanged 39
		SP:Iteration 5Q (9163.730000 sec): 3 clusters
  Score: Raw -131994.121568 + Penalty 2332.034157 = -129662.087411
  nChanged 32
		SP:Iteration 6Q (9163.730000 sec): 3 clusters
  Score: Raw -132036.472991 + Penalty 2332.034157 = -129704.438834
  nChanged 39
		SP:Iteration 7Q (9163.740000 sec): 3 clusters
  Score: Raw -132095.326592 + Penalty 2332.034157 = -129763.292435
  nChanged 55
		SP:Iteration 8Q (9163.740000 sec): 3 clusters
  Score: Raw -132186.211447 + Penalty 2332.034157 = -129854.177290
  nChanged 57
		SP:Iteration 9Q (9163.740000 sec): 3 clusters
  Score: Raw -132300.539538 + Penalty 2332.034157 = -129968.505381
  nChanged 73
		SP:Iteration 10F (9163.750000 sec): 3 clusters
  Score: Raw -132465.357205 + Penalty 2332.034157 = -130133.323048
  nChanged 68
		SP:Iteration 11F (9163.750000 sec): 3 clusters
  Score: Raw -132654.779202 + Penalty 2332.034157 = -130322.745045
  nChanged 72
		SP:Iteration 12F (9163.750000 sec): 3 clusters
  Score: Raw -132873.595740 + Penalty 2332.034157 = -130541.561583
  nChanged 56
		SP:Iteration 13Q (9163.750000 sec): 3 clusters
  Score: Raw -132979.757065 + Penalty 2332.034157 = -130647.722908
  nChanged 25
		SP:Iteration 14Q (9163.760000 sec): 3 clusters
  Score: Raw -133009.332585 + Penalty 2332.034157 = -130677.298428
  nChanged 7
		SP:Iteration 15Q (9163.760000 sec): 3 clusters
  Score: Raw -133018.366140 + Penalty 2332.034157 = -130686.331983
  nChanged 5
		SP:Iteration 16Q (9163.760000 sec): 3 clusters
  Score: Raw -133023.308986 + Penalty 2332.034157 = -130691.274830
  nChanged 0
		SP:Iteration 17F (9163.770000 sec): 3 clusters
  Score: Raw -133023.308986 + Penalty 2332.034157 = -130691.274830
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9163.780000 sec): 2 clusters
  Score: Raw -324156.894400 + Penalty 1304.199543 = -322852.694856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9163.790000 sec): 3 clusters
  Score: Raw -322763.098886 + Penalty 2608.399087 = -320154.699799
  nChanged 1157
		SP:Iteration 1F (9163.790000 sec): 3 clusters
  Score: Raw -323659.611689 + Penalty 2608.399087 = -321051.212602
  nChanged 282
		SP:Iteration 2F (9163.800000 sec): 3 clusters
  Score: Raw -323942.885850 + Penalty 2608.399087 = -321334.486763
  nChanged 207
		SP:Iteration 3F (9163.810000 sec): 3 clusters
  Score: Raw -324181.071134 + Penalty 2608.399087 = -321572.672047
  nChanged 185
		SP:Iteration 4F (9163.820000 sec): 3 clusters
  Score: Raw -324399.337449 + Penalty 2608.399087 = -321790.938362
  nChanged 152
		SP:Iteration 5Q (9163.830000 sec): 3 clusters
  Score: Raw -324582.603065 + Penalty 2608.399087 = -321974.203978
  nChanged 123
		SP:Iteration 6Q (9163.830000 sec): 3 clusters
  Score: Raw -324697.826629 + Penalty 2608.399087 = -322089.427543
  nChanged 86
		SP:Iteration 7Q (9163.840000 sec): 3 clusters
  Score: Raw -324760.076363 + Penalty 2608.399087 = -322151.677277
  nChanged 67
		SP:Iteration 8Q (9163.850000 sec): 3 clusters
  Score: Raw -324800.341852 + Penalty 2608.399087 = -322191.942765
  nChanged 46
		SP:Iteration 9Q (9163.850000 sec): 3 clusters
  Score: Raw -324822.579829 + Penalty 2608.399087 = -322214.180742
  nChanged 32
		SP:Iteration 10Q (9163.860000 sec): 3 clusters
  Score: Raw -324840.820531 + Penalty 2608.399087 = -322232.421444
  nChanged 31
		SP:Iteration 11Q (9163.870000 sec): 3 clusters
  Score: Raw -324855.168915 + Penalty 2608.399087 = -322246.769829
  nChanged 23
		SP:Iteration 12Q (9163.870000 sec): 3 clusters
  Score: Raw -324864.576714 + Penalty 2608.399087 = -322256.177627
  nChanged 18
		SP:Iteration 13Q (9163.880000 sec): 3 clusters
  Score: Raw -324871.355181 + Penalty 2608.399087 = -322262.956094
  nChanged 15
		SP:Iteration 14Q (9163.890000 sec): 3 clusters
  Score: Raw -324877.798579 + Penalty 2608.399087 = -322269.399492
  nChanged 13
		SP:Iteration 15Q (9163.900000 sec): 3 clusters
  Score: Raw -324882.752663 + Penalty 2608.399087 = -322274.353576
  nChanged 8
		SP:Iteration 16Q (9163.900000 sec): 3 clusters
  Score: Raw -324885.274909 + Penalty 2608.399087 = -322276.875822
  nChanged 6
		SP:Iteration 17Q (9163.910000 sec): 3 clusters
  Score: Raw -324887.542914 + Penalty 2608.399087 = -322279.143827
  nChanged 5
		SP:Iteration 18Q (9163.920000 sec): 3 clusters
  Score: Raw -324888.660233 + Penalty 2608.399087 = -322280.261147
  nChanged 5
		SP:Iteration 19Q (9163.930000 sec): 3 clusters
  Score: Raw -324889.576570 + Penalty 2608.399087 = -322281.177483
  nChanged 4
		SP:Iteration 20F (9163.930000 sec): 3 clusters
  Score: Raw -324890.253697 + Penalty 2608.399087 = -322281.854610
  nChanged 1
		SP:Iteration 21Q (9163.940000 sec): 3 clusters
  Score: Raw -324890.721040 + Penalty 2608.399087 = -322282.321953
  nChanged 0
		SP:Iteration 22F (9163.950000 sec): 3 clusters
  Score: Raw -324890.721040 + Penalty 2608.399087 = -322282.321953
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (78055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9164.190000 sec): 2 clusters
  Score: Raw -9156538.976713 + Penalty 1830.589960 = -9154708.386753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9164.410000 sec): 3 clusters
  Score: Raw -9105988.399748 + Penalty 3661.179920 = -9102327.219828
  nChanged 37251
		SP:Iteration 1F (9164.620000 sec): 3 clusters
  Score: Raw -9127541.000993 + Penalty 3661.179920 = -9123879.821073
  nChanged 2949
		SP:Iteration 2Q (9164.830000 sec): 3 clusters
  Score: Raw -9128362.977078 + Penalty 3661.179920 = -9124701.797158
  nChanged 3243
		SP:Iteration 3Q (9165.040000 sec): 3 clusters
  Score: Raw -9129460.943477 + Penalty 3661.179920 = -9125799.763557
  nChanged 3848
		SP:Iteration 4Q (9165.260000 sec): 3 clusters
  Score: Raw -9131116.104151 + Penalty 3661.179920 = -9127454.924231
  nChanged 4731
		SP:Iteration 5F (9165.470000 sec): 3 clusters
  Score: Raw -9133696.438338 + Penalty 3661.179920 = -9130035.258418
  nChanged 5543
		SP:Iteration 6F (9165.670000 sec): 3 clusters
  Score: Raw -9137290.789957 + Penalty 3661.179920 = -9133629.610037
  nChanged 5883
		SP:Iteration 7F (9165.890000 sec): 3 clusters
  Score: Raw -9141618.738299 + Penalty 3661.179920 = -9137957.558379
  nChanged 5519
		SP:Iteration 8F (9166.100000 sec): 3 clusters
  Score: Raw -9145761.469032 + Penalty 3661.179920 = -9142100.289112
  nChanged 4502
		SP:Iteration 9F (9166.310000 sec): 3 clusters
  Score: Raw -9148998.418258 + Penalty 3661.179920 = -9145337.238338
  nChanged 3358
		SP:Iteration 10Q (9166.520000 sec): 3 clusters
  Score: Raw -9151357.507012 + Penalty 3661.179920 = -9147696.327092
  nChanged 2479
		SP:Iteration 11Q (9166.730000 sec): 3 clusters
  Score: Raw -9153120.430650 + Penalty 3661.179920 = -9149459.250730
  nChanged 1846
		SP:Iteration 12Q (9166.950000 sec): 3 clusters
  Score: Raw -9154515.797500 + Penalty 3661.179920 = -9150854.617580
  nChanged 1263
		SP:Iteration 13Q (9167.150000 sec): 3 clusters
  Score: Raw -9155509.684700 + Penalty 3661.179920 = -9151848.504779
  nChanged 765
		SP:Iteration 14Q (9167.340000 sec): 3 clusters
  Score: Raw -9156094.990393 + Penalty 3661.179920 = -9152433.810473
  nChanged 416
		SP:Iteration 15Q (9167.520000 sec): 3 clusters
  Score: Raw -9156402.011219 + Penalty 3661.179920 = -9152740.831299
  nChanged 271
		SP:Iteration 16Q (9167.700000 sec): 3 clusters
  Score: Raw -9156610.176736 + Penalty 3661.179920 = -9152948.996816
  nChanged 158
		SP:Iteration 17Q (9167.860000 sec): 3 clusters
  Score: Raw -9156727.385885 + Penalty 3661.179920 = -9153066.205965
  nChanged 97
		SP:Iteration 18Q (9168.010000 sec): 3 clusters
  Score: Raw -9156792.460394 + Penalty 3661.179920 = -9153131.280474
  nChanged 53
		SP:Iteration 19Q (9168.170000 sec): 3 clusters
  Score: Raw -9156825.153829 + Penalty 3661.179920 = -9153163.973908
  nChanged 35
		SP:Iteration 20F (9168.380000 sec): 3 clusters
  Score: Raw -9156848.468923 + Penalty 3661.179920 = -9153187.289003
  nChanged 33
		SP:Iteration 21Q (9168.530000 sec): 3 clusters
  Score: Raw -9156871.665653 + Penalty 3661.179920 = -9153210.485733
  nChanged 16
		SP:Iteration 22Q (9168.680000 sec): 3 clusters
  Score: Raw -9156884.087003 + Penalty 3661.179920 = -9153222.907082
  nChanged 18
		SP:Iteration 23Q (9168.830000 sec): 3 clusters
  Score: Raw -9156895.634795 + Penalty 3661.179920 = -9153234.454875
  nChanged 19
		SP:Iteration 24Q (9168.980000 sec): 3 clusters
  Score: Raw -9156906.216363 + Penalty 3661.179920 = -9153245.036443
  nChanged 12
		SP:Iteration 25Q (9169.130000 sec): 3 clusters
  Score: Raw -9156916.285579 + Penalty 3661.179920 = -9153255.105659
  nChanged 14
		SP:Iteration 26Q (9169.280000 sec): 3 clusters
  Score: Raw -9156926.172188 + Penalty 3661.179920 = -9153264.992268
  nChanged 12
		SP:Iteration 27Q (9169.430000 sec): 3 clusters
  Score: Raw -9156933.480486 + Penalty 3661.179920 = -9153272.300566
  nChanged 7
		SP:Iteration 28Q (9169.580000 sec): 3 clusters
  Score: Raw -9156937.672002 + Penalty 3661.179920 = -9153276.492082
  nChanged 5
		SP:Iteration 29Q (9169.730000 sec): 3 clusters
  Score: Raw -9156941.460204 + Penalty 3661.179920 = -9153280.280284
  nChanged 3
		SP:Iteration 30Q (9169.880000 sec): 3 clusters
  Score: Raw -9156942.785885 + Penalty 3661.179920 = -9153281.605965
  nChanged 4
		SP:Iteration 31Q (9170.030000 sec): 3 clusters
  Score: Raw -9156945.565671 + Penalty 3661.179920 = -9153284.385751
  nChanged 4
		SP:Iteration 32Q (9170.180000 sec): 3 clusters
  Score: Raw -9156948.296965 + Penalty 3661.179920 = -9153287.117045
  nChanged 3
		SP:Iteration 33Q (9170.330000 sec): 3 clusters
  Score: Raw -9156949.515006 + Penalty 3661.179920 = -9153288.335086
  nChanged 2
		SP:Iteration 34Q (9170.480000 sec): 3 clusters
  Score: Raw -9156950.696710 + Penalty 3661.179920 = -9153289.516789
  nChanged 3
		SP:Iteration 35Q (9170.630000 sec): 3 clusters
  Score: Raw -9156952.861477 + Penalty 3661.179920 = -9153291.681557
  nChanged 4
		SP:Iteration 36Q (9170.780000 sec): 3 clusters
  Score: Raw -9156956.633705 + Penalty 3661.179920 = -9153295.453784
  nChanged 2
		SP:Iteration 37Q (9170.930000 sec): 3 clusters
  Score: Raw -9156958.763977 + Penalty 3661.179920 = -9153297.584057
  nChanged 1
		SP:Iteration 38Q (9171.080000 sec): 3 clusters
  Score: Raw -9156959.715353 + Penalty 3661.179920 = -9153298.535433
  nChanged 5
		SP:Iteration 39Q (9171.230000 sec): 3 clusters
  Score: Raw -9156961.694983 + Penalty 3661.179920 = -9153300.515063
  nChanged 1
		SP:Iteration 40F (9171.450000 sec): 3 clusters
  Score: Raw -9156962.609599 + Penalty 3661.179920 = -9153301.429679
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9171.550000 sec): 2 clusters
  Score: Raw -3651194.214614 + Penalty 1679.860797 = -3649514.353817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9171.630000 sec): 3 clusters
  Score: Raw -3632049.283712 + Penalty 3359.721594 = -3628689.562118
  nChanged 14252
		SP:Iteration 1F (9171.720000 sec): 3 clusters
  Score: Raw -3640090.979284 + Penalty 3359.721594 = -3636731.257691
  nChanged 1491
		SP:Iteration 2Q (9171.800000 sec): 3 clusters
  Score: Raw -3640652.773747 + Penalty 3359.721594 = -3637293.052154
  nChanged 1546
		SP:Iteration 3F (9171.880000 sec): 3 clusters
  Score: Raw -3641328.603335 + Penalty 3359.721594 = -3637968.881741
  nChanged 1681
		SP:Iteration 4F (9171.960000 sec): 3 clusters
  Score: Raw -3642193.529757 + Penalty 3359.721594 = -3638833.808163
  nChanged 1813
		SP:Iteration 5F (9172.040000 sec): 3 clusters
  Score: Raw -3643293.402943 + Penalty 3359.721594 = -3639933.681349
  nChanged 1862
		SP:Iteration 6F (9172.120000 sec): 3 clusters
  Score: Raw -3644493.601091 + Penalty 3359.721594 = -3641133.879498
  nChanged 1781
		SP:Iteration 7F (9172.200000 sec): 3 clusters
  Score: Raw -3645668.740308 + Penalty 3359.721594 = -3642309.018714
  nChanged 1559
		SP:Iteration 8F (9172.280000 sec): 3 clusters
  Score: Raw -3646696.104660 + Penalty 3359.721594 = -3643336.383066
  nChanged 1216
		SP:Iteration 9Q (9172.360000 sec): 3 clusters
  Score: Raw -3647434.486504 + Penalty 3359.721594 = -3644074.764910
  nChanged 942
		SP:Iteration 10Q (9172.440000 sec): 3 clusters
  Score: Raw -3647976.438260 + Penalty 3359.721594 = -3644616.716666
  nChanged 772
		SP:Iteration 11Q (9172.520000 sec): 3 clusters
  Score: Raw -3648349.446412 + Penalty 3359.721594 = -3644989.724818
  nChanged 649
		SP:Iteration 12Q (9172.600000 sec): 3 clusters
  Score: Raw -3648633.641816 + Penalty 3359.721594 = -3645273.920222
  nChanged 597
		SP:Iteration 13Q (9172.670000 sec): 3 clusters
  Score: Raw -3648890.959951 + Penalty 3359.721594 = -3645531.238357
  nChanged 576
		SP:Iteration 14Q (9172.740000 sec): 3 clusters
  Score: Raw -3649146.491276 + Penalty 3359.721594 = -3645786.769683
  nChanged 570
		SP:Iteration 15Q (9172.820000 sec): 3 clusters
  Score: Raw -3649412.160448 + Penalty 3359.721594 = -3646052.438854
  nChanged 537
		SP:Iteration 16Q (9172.890000 sec): 3 clusters
  Score: Raw -3649667.627839 + Penalty 3359.721594 = -3646307.906246
  nChanged 487
		SP:Iteration 17Q (9172.960000 sec): 3 clusters
  Score: Raw -3649899.683733 + Penalty 3359.721594 = -3646539.962139
  nChanged 450
		SP:Iteration 18Q (9173.020000 sec): 3 clusters
  Score: Raw -3650156.288831 + Penalty 3359.721594 = -3646796.567237
  nChanged 385
		SP:Iteration 19Q (9173.100000 sec): 3 clusters
  Score: Raw -3650394.601899 + Penalty 3359.721594 = -3647034.880306
  nChanged 363
		SP:Iteration 20F (9173.180000 sec): 3 clusters
  Score: Raw -3650605.998927 + Penalty 3359.721594 = -3647246.277333
  nChanged 291
		SP:Iteration 21Q (9173.240000 sec): 3 clusters
  Score: Raw -3650768.193593 + Penalty 3359.721594 = -3647408.471999
  nChanged 249
		SP:Iteration 22Q (9173.310000 sec): 3 clusters
  Score: Raw -3650894.013448 + Penalty 3359.721594 = -3647534.291855
  nChanged 205
		SP:Iteration 23Q (9173.370000 sec): 3 clusters
  Score: Raw -3650988.852481 + Penalty 3359.721594 = -3647629.130887
  nChanged 165
		SP:Iteration 24Q (9173.430000 sec): 3 clusters
  Score: Raw -3651048.398591 + Penalty 3359.721594 = -3647688.676998
  nChanged 131
		SP:Iteration 25Q (9173.490000 sec): 3 clusters
  Score: Raw -3651092.077616 + Penalty 3359.721594 = -3647732.356023
  nChanged 102
		SP:Iteration 26Q (9173.560000 sec): 3 clusters
  Score: Raw -3651126.205859 + Penalty 3359.721594 = -3647766.484265
  nChanged 96
		SP:Iteration 27Q (9173.620000 sec): 3 clusters
  Score: Raw -3651161.442083 + Penalty 3359.721594 = -3647801.720490
  nChanged 91
		SP:Iteration 28Q (9173.690000 sec): 3 clusters
  Score: Raw -3651189.647177 + Penalty 3359.721594 = -3647829.925583
  nChanged 71
		SP:Iteration 29Q (9173.750000 sec): 3 clusters
  Score: Raw -3651211.515824 + Penalty 3359.721594 = -3647851.794231
  nChanged 65
		SP:Iteration 30Q (9173.810000 sec): 3 clusters
  Score: Raw -3651230.998968 + Penalty 3359.721594 = -3647871.277374
  nChanged 56
		SP:Iteration 31Q (9173.870000 sec): 3 clusters
  Score: Raw -3651247.477964 + Penalty 3359.721594 = -3647887.756370
  nChanged 52
		SP:Iteration 32Q (9173.930000 sec): 3 clusters
  Score: Raw -3651263.531442 + Penalty 3359.721594 = -3647903.809849
  nChanged 58
		SP:Iteration 33Q (9173.990000 sec): 3 clusters
  Score: Raw -3651286.306270 + Penalty 3359.721594 = -3647926.584677
  nChanged 50
		SP:Iteration 34Q (9174.050000 sec): 3 clusters
  Score: Raw -3651302.364322 + Penalty 3359.721594 = -3647942.642728
  nChanged 39
		SP:Iteration 35Q (9174.100000 sec): 3 clusters
  Score: Raw -3651313.972776 + Penalty 3359.721594 = -3647954.251183
  nChanged 28
		SP:Iteration 36Q (9174.160000 sec): 3 clusters
  Score: Raw -3651321.663279 + Penalty 3359.721594 = -3647961.941685
  nChanged 32
		SP:Iteration 37Q (9174.220000 sec): 3 clusters
  Score: Raw -3651330.632237 + Penalty 3359.721594 = -3647970.910644
  nChanged 23
		SP:Iteration 38Q (9174.280000 sec): 3 clusters
  Score: Raw -3651339.029888 + Penalty 3359.721594 = -3647979.308295
  nChanged 33
		SP:Iteration 39Q (9174.340000 sec): 3 clusters
  Score: Raw -3651350.480329 + Penalty 3359.721594 = -3647990.758735
  nChanged 30
		SP:Iteration 40F (9174.420000 sec): 3 clusters
  Score: Raw -3651359.049935 + Penalty 3359.721594 = -3647999.328341
  nChanged 24
		SP:Iteration 41Q (9174.480000 sec): 3 clusters
  Score: Raw -3651365.719721 + Penalty 3359.721594 = -3648005.998128
  nChanged 18
		SP:Iteration 42Q (9174.540000 sec): 3 clusters
  Score: Raw -3651371.000626 + Penalty 3359.721594 = -3648011.279032
  nChanged 19
		SP:Iteration 43Q (9174.600000 sec): 3 clusters
  Score: Raw -3651376.640369 + Penalty 3359.721594 = -3648016.918775
  nChanged 16
		SP:Iteration 44Q (9174.660000 sec): 3 clusters
  Score: Raw -3651380.674826 + Penalty 3359.721594 = -3648020.953233
  nChanged 18
		SP:Iteration 45Q (9174.710000 sec): 3 clusters
  Score: Raw -3651385.756056 + Penalty 3359.721594 = -3648026.034462
  nChanged 16
		SP:Iteration 46Q (9174.770000 sec): 3 clusters
  Score: Raw -3651389.220695 + Penalty 3359.721594 = -3648029.499101
  nChanged 17
		SP:Iteration 47Q (9174.830000 sec): 3 clusters
  Score: Raw -3651394.804251 + Penalty 3359.721594 = -3648035.082657
  nChanged 18
		SP:Iteration 48Q (9174.890000 sec): 3 clusters
  Score: Raw -3651402.116975 + Penalty 3359.721594 = -3648042.395381
  nChanged 23
		SP:Iteration 49Q (9174.950000 sec): 3 clusters
  Score: Raw -3651410.456584 + Penalty 3359.721594 = -3648050.734990
  nChanged 21
		SP:Iteration 50Q (9175.010000 sec): 3 clusters
  Score: Raw -3651418.370537 + Penalty 3359.721594 = -3648058.648944
  nChanged 12
		SP:Iteration 51Q (9175.070000 sec): 3 clusters
  Score: Raw -3651421.322960 + Penalty 3359.721594 = -3648061.601366
  nChanged 10
		SP:Iteration 52Q (9175.120000 sec): 3 clusters
  Score: Raw -3651423.275287 + Penalty 3359.721594 = -3648063.553693
  nChanged 5
		SP:Iteration 53Q (9175.180000 sec): 3 clusters
  Score: Raw -3651424.420479 + Penalty 3359.721594 = -3648064.698886
  nChanged 4
		SP:Iteration 54Q (9175.240000 sec): 3 clusters
  Score: Raw -3651425.233353 + Penalty 3359.721594 = -3648065.511760
  nChanged 4
		SP:Iteration 55Q (9175.300000 sec): 3 clusters
  Score: Raw -3651426.079882 + Penalty 3359.721594 = -3648066.358288
  nChanged 4
		SP:Iteration 56Q (9175.360000 sec): 3 clusters
  Score: Raw -3651426.963197 + Penalty 3359.721594 = -3648067.241603
  nChanged 1
		SP:Iteration 57Q (9175.420000 sec): 3 clusters
  Score: Raw -3651427.245716 + Penalty 3359.721594 = -3648067.524123
  nChanged 2
		SP:Iteration 58Q (9175.470000 sec): 3 clusters
  Score: Raw -3651427.895268 + Penalty 3359.721594 = -3648068.173674
  nChanged 3
		SP:Iteration 59Q (9175.530000 sec): 3 clusters
  Score: Raw -3651429.009092 + Penalty 3359.721594 = -3648069.287498
  nChanged 5
		SP:Iteration 60F (9175.610000 sec): 3 clusters
  Score: Raw -3651430.494152 + Penalty 3359.721594 = -3648070.772559
  nChanged 5
		SP:Iteration 61Q (9175.660000 sec): 3 clusters
  Score: Raw -3651431.321520 + Penalty 3359.721594 = -3648071.599927
  nChanged 3
		SP:Iteration 62Q (9175.720000 sec): 3 clusters
  Score: Raw -3651431.850283 + Penalty 3359.721594 = -3648072.128689
  nChanged 2
		SP:Iteration 63Q (9175.780000 sec): 3 clusters
  Score: Raw -3651432.758688 + Penalty 3359.721594 = -3648073.037095
  nChanged 5
		SP:Iteration 64Q (9175.830000 sec): 3 clusters
  Score: Raw -3651434.329643 + Penalty 3359.721594 = -3648074.608050
  nChanged 3
		SP:Iteration 65Q (9175.890000 sec): 3 clusters
  Score: Raw -3651435.053444 + Penalty 3359.721594 = -3648075.331851
  nChanged 3
		SP:Iteration 66Q (9175.950000 sec): 3 clusters
  Score: Raw -3651435.774772 + Penalty 3359.721594 = -3648076.053178
  nChanged 3
		SP:Iteration 67Q (9176.010000 sec): 3 clusters
  Score: Raw -3651436.482514 + Penalty 3359.721594 = -3648076.760921
  nChanged 3
		SP:Iteration 68Q (9176.070000 sec): 3 clusters
  Score: Raw -3651437.041078 + Penalty 3359.721594 = -3648077.319484
  nChanged 2
		SP:Iteration 69Q (9176.130000 sec): 3 clusters
  Score: Raw -3651437.453601 + Penalty 3359.721594 = -3648077.732008
  nChanged 5
		SP:Iteration 70Q (9176.180000 sec): 3 clusters
  Score: Raw -3651438.655505 + Penalty 3359.721594 = -3648078.933911
  nChanged 6
		SP:Iteration 71Q (9176.240000 sec): 3 clusters
  Score: Raw -3651440.597971 + Penalty 3359.721594 = -3648080.876377
  nChanged 7
		SP:Iteration 72Q (9176.300000 sec): 3 clusters
  Score: Raw -3651442.042374 + Penalty 3359.721594 = -3648082.320780
  nChanged 3
		SP:Iteration 73Q (9176.360000 sec): 3 clusters
  Score: Raw -3651442.531064 + Penalty 3359.721594 = -3648082.809471
  nChanged 0
		SP:Iteration 74F (9176.440000 sec): 3 clusters
  Score: Raw -3651442.531064 + Penalty 3359.721594 = -3648082.809471
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (53986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9176.590000 sec): 2 clusters
  Score: Raw -6395358.656374 + Penalty 1770.678005 = -6393587.978369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9176.730000 sec): 3 clusters
  Score: Raw -6360971.343810 + Penalty 3541.356011 = -6357429.987799
  nChanged 25443
		SP:Iteration 1F (9176.880000 sec): 3 clusters
  Score: Raw -6375848.135693 + Penalty 3541.356011 = -6372306.779682
  nChanged 2291
		SP:Iteration 2Q (9177.020000 sec): 3 clusters
  Score: Raw -6376722.727104 + Penalty 3541.356011 = -6373181.371093
  nChanged 2863
		SP:Iteration 3F (9177.170000 sec): 3 clusters
  Score: Raw -6378175.857323 + Penalty 3541.356011 = -6374634.501312
  nChanged 3643
		SP:Iteration 4F (9177.310000 sec): 3 clusters
  Score: Raw -6380548.372398 + Penalty 3541.356011 = -6377007.016388
  nChanged 4243
		SP:Iteration 5F (9177.450000 sec): 3 clusters
  Score: Raw -6383866.794172 + Penalty 3541.356011 = -6380325.438162
  nChanged 4229
		SP:Iteration 6F (9177.590000 sec): 3 clusters
  Score: Raw -6387583.599965 + Penalty 3541.356011 = -6384042.243954
  nChanged 3334
		SP:Iteration 7F (9177.730000 sec): 3 clusters
  Score: Raw -6390591.258260 + Penalty 3541.356011 = -6387049.902250
  nChanged 2288
		SP:Iteration 8Q (9177.870000 sec): 3 clusters
  Score: Raw -6392733.155951 + Penalty 3541.356011 = -6389191.799940
  nChanged 1319
		SP:Iteration 9Q (9178.000000 sec): 3 clusters
  Score: Raw -6394090.339463 + Penalty 3541.356011 = -6390548.983453
  nChanged 678
		SP:Iteration 10Q (9178.120000 sec): 3 clusters
  Score: Raw -6394809.257659 + Penalty 3541.356011 = -6391267.901649
  nChanged 451
		SP:Iteration 11Q (9178.230000 sec): 3 clusters
  Score: Raw -6395169.229600 + Penalty 3541.356011 = -6391627.873590
  nChanged 292
		SP:Iteration 12Q (9178.340000 sec): 3 clusters
  Score: Raw -6395340.468291 + Penalty 3541.356011 = -6391799.112280
  nChanged 191
		SP:Iteration 13Q (9178.440000 sec): 3 clusters
  Score: Raw -6395424.558156 + Penalty 3541.356011 = -6391883.202145
  nChanged 117
		SP:Iteration 14Q (9178.550000 sec): 3 clusters
  Score: Raw -6395464.434909 + Penalty 3541.356011 = -6391923.078899
  nChanged 77
		SP:Iteration 15Q (9178.650000 sec): 3 clusters
  Score: Raw -6395492.670982 + Penalty 3541.356011 = -6391951.314972
  nChanged 80
		SP:Iteration 16Q (9178.750000 sec): 3 clusters
  Score: Raw -6395515.928873 + Penalty 3541.356011 = -6391974.572863
  nChanged 57
		SP:Iteration 17Q (9178.860000 sec): 3 clusters
  Score: Raw -6395534.103775 + Penalty 3541.356011 = -6391992.747764
  nChanged 50
		SP:Iteration 18Q (9178.960000 sec): 3 clusters
  Score: Raw -6395547.259898 + Penalty 3541.356011 = -6392005.903887
  nChanged 54
		SP:Iteration 19Q (9179.060000 sec): 3 clusters
  Score: Raw -6395561.687557 + Penalty 3541.356011 = -6392020.331546
  nChanged 44
		SP:Iteration 20F (9179.200000 sec): 3 clusters
  Score: Raw -6395571.522233 + Penalty 3541.356011 = -6392030.166222
  nChanged 27
		SP:Iteration 21Q (9179.300000 sec): 3 clusters
  Score: Raw -6395576.931675 + Penalty 3541.356011 = -6392035.575664
  nChanged 26
		SP:Iteration 22Q (9179.400000 sec): 3 clusters
  Score: Raw -6395582.289605 + Penalty 3541.356011 = -6392040.933595
  nChanged 22
		SP:Iteration 23Q (9179.500000 sec): 3 clusters
  Score: Raw -6395586.761736 + Penalty 3541.356011 = -6392045.405726
  nChanged 18
		SP:Iteration 24Q (9179.610000 sec): 3 clusters
  Score: Raw -6395590.726889 + Penalty 3541.356011 = -6392049.370879
  nChanged 18
		SP:Iteration 25Q (9179.710000 sec): 3 clusters
  Score: Raw -6395593.834485 + Penalty 3541.356011 = -6392052.478475
  nChanged 10
		SP:Iteration 26Q (9179.810000 sec): 3 clusters
  Score: Raw -6395595.044126 + Penalty 3541.356011 = -6392053.688115
  nChanged 7
		SP:Iteration 27Q (9179.910000 sec): 3 clusters
  Score: Raw -6395596.022639 + Penalty 3541.356011 = -6392054.666628
  nChanged 9
		SP:Iteration 28Q (9180.010000 sec): 3 clusters
  Score: Raw -6395597.572906 + Penalty 3541.356011 = -6392056.216896
  nChanged 8
		SP:Iteration 29Q (9180.110000 sec): 3 clusters
  Score: Raw -6395598.655455 + Penalty 3541.356011 = -6392057.299444
  nChanged 9
		SP:Iteration 30Q (9180.210000 sec): 3 clusters
  Score: Raw -6395600.008460 + Penalty 3541.356011 = -6392058.652449
  nChanged 7
		SP:Iteration 31Q (9180.310000 sec): 3 clusters
  Score: Raw -6395601.761712 + Penalty 3541.356011 = -6392060.405701
  nChanged 6
		SP:Iteration 32Q (9180.410000 sec): 3 clusters
  Score: Raw -6395602.576039 + Penalty 3541.356011 = -6392061.220028
  nChanged 5
		SP:Iteration 33Q (9180.510000 sec): 3 clusters
  Score: Raw -6395603.163899 + Penalty 3541.356011 = -6392061.807888
  nChanged 0
		SP:Iteration 34F (9180.650000 sec): 3 clusters
  Score: Raw -6395603.163899 + Penalty 3541.356011 = -6392061.807888
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9180.680000 sec): 2 clusters
  Score: Raw -93519.805489 + Penalty 1109.841482 = -92409.964007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9180.680000 sec): 3 clusters
  Score: Raw -93290.311519 + Penalty 2219.682965 = -91070.628554
  nChanged 295
		SP:Iteration 1F (9180.680000 sec): 3 clusters
  Score: Raw -93601.628843 + Penalty 2219.682965 = -91381.945879
  nChanged 75
		SP:Iteration 2F (9180.690000 sec): 3 clusters
  Score: Raw -93703.394151 + Penalty 2219.682965 = -91483.711187
  nChanged 41
		SP:Iteration 3Q (9180.690000 sec): 3 clusters
  Score: Raw -93759.815327 + Penalty 2219.682965 = -91540.132363
  nChanged 44
		SP:Iteration 4Q (9180.690000 sec): 3 clusters
  Score: Raw -93848.958211 + Penalty 2219.682965 = -91629.275246
  nChanged 35
		SP:Iteration 5Q (9180.690000 sec): 3 clusters
  Score: Raw -93918.826295 + Penalty 2219.682965 = -91699.143331
  nChanged 30
		SP:Iteration 6Q (9180.690000 sec): 3 clusters
  Score: Raw -93966.851222 + Penalty 2219.682965 = -91747.168257
  nChanged 25
		SP:Iteration 7Q (9180.700000 sec): 3 clusters
  Score: Raw -94012.458047 + Penalty 2219.682965 = -91792.775083
  nChanged 19
		SP:Iteration 8Q (9180.700000 sec): 3 clusters
  Score: Raw -94038.272742 + Penalty 2219.682965 = -91818.589777
  nChanged 8
		SP:Iteration 9Q (9180.700000 sec): 3 clusters
  Score: Raw -94050.008282 + Penalty 2219.682965 = -91830.325317
  nChanged 4
		SP:Iteration 10Q (9180.700000 sec): 3 clusters
  Score: Raw -94063.841101 + Penalty 2219.682965 = -91844.158136
  nChanged 6
		SP:Iteration 11Q (9180.710000 sec): 3 clusters
  Score: Raw -94071.780179 + Penalty 2219.682965 = -91852.097214
  nChanged 5
		SP:Iteration 12Q (9180.710000 sec): 3 clusters
  Score: Raw -94075.803536 + Penalty 2219.682965 = -91856.120571
  nChanged 3
		SP:Iteration 13Q (9180.710000 sec): 3 clusters
  Score: Raw -94083.626460 + Penalty 2219.682965 = -91863.943495
  nChanged 3
		SP:Iteration 14Q (9180.710000 sec): 3 clusters
  Score: Raw -94087.654782 + Penalty 2219.682965 = -91867.971817
  nChanged 1
		SP:Iteration 15Q (9180.710000 sec): 3 clusters
  Score: Raw -94088.873874 + Penalty 2219.682965 = -91869.190909
  nChanged 1
		SP:Iteration 16Q (9180.710000 sec): 3 clusters
  Score: Raw -94090.743148 + Penalty 2219.682965 = -91871.060184
  nChanged 0
		SP:Iteration 17F (9180.720000 sec): 3 clusters
  Score: Raw -94090.743148 + Penalty 2219.682965 = -91871.060184
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9180.730000 sec): 2 clusters
  Score: Raw -293435.907139 + Penalty 1273.088749 = -292162.818389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9180.730000 sec): 3 clusters
  Score: Raw -292242.934072 + Penalty 2546.177498 = -289696.756574
  nChanged 947
		SP:Iteration 1F (9180.740000 sec): 3 clusters
  Score: Raw -292767.692958 + Penalty 2546.177498 = -290221.515459
  nChanged 178
		SP:Iteration 2F (9180.750000 sec): 3 clusters
  Score: Raw -292888.421321 + Penalty 2546.177498 = -290342.243823
  nChanged 110
		SP:Iteration 3Q (9180.750000 sec): 3 clusters
  Score: Raw -292956.487153 + Penalty 2546.177498 = -290410.309655
  nChanged 98
		SP:Iteration 4Q (9180.760000 sec): 3 clusters
  Score: Raw -293017.382522 + Penalty 2546.177498 = -290471.205024
  nChanged 73
		SP:Iteration 5Q (9180.760000 sec): 3 clusters
  Score: Raw -293064.743800 + Penalty 2546.177498 = -290518.566302
  nChanged 75
		SP:Iteration 6Q (9180.770000 sec): 3 clusters
  Score: Raw -293109.845272 + Penalty 2546.177498 = -290563.667773
  nChanged 61
		SP:Iteration 7Q (9180.770000 sec): 3 clusters
  Score: Raw -293151.145285 + Penalty 2546.177498 = -290604.967787
  nChanged 54
		SP:Iteration 8Q (9180.780000 sec): 3 clusters
  Score: Raw -293188.332930 + Penalty 2546.177498 = -290642.155431
  nChanged 49
		SP:Iteration 9Q (9180.790000 sec): 3 clusters
  Score: Raw -293214.651533 + Penalty 2546.177498 = -290668.474034
  nChanged 42
		SP:Iteration 10Q (9180.790000 sec): 3 clusters
  Score: Raw -293241.966495 + Penalty 2546.177498 = -290695.788996
  nChanged 36
		SP:Iteration 11Q (9180.800000 sec): 3 clusters
  Score: Raw -293260.546522 + Penalty 2546.177498 = -290714.369024
  nChanged 35
		SP:Iteration 12Q (9180.800000 sec): 3 clusters
  Score: Raw -293280.638800 + Penalty 2546.177498 = -290734.461301
  nChanged 40
		SP:Iteration 13Q (9180.810000 sec): 3 clusters
  Score: Raw -293300.672381 + Penalty 2546.177498 = -290754.494883
  nChanged 33
		SP:Iteration 14Q (9180.810000 sec): 3 clusters
  Score: Raw -293315.889312 + Penalty 2546.177498 = -290769.711813
  nChanged 21
		SP:Iteration 15Q (9180.820000 sec): 3 clusters
  Score: Raw -293325.610815 + Penalty 2546.177498 = -290779.433317
  nChanged 18
		SP:Iteration 16Q (9180.830000 sec): 3 clusters
  Score: Raw -293335.232864 + Penalty 2546.177498 = -290789.055365
  nChanged 20
		SP:Iteration 17Q (9180.830000 sec): 3 clusters
  Score: Raw -293346.416478 + Penalty 2546.177498 = -290800.238979
  nChanged 23
		SP:Iteration 18Q (9180.840000 sec): 3 clusters
  Score: Raw -293358.721948 + Penalty 2546.177498 = -290812.544450
  nChanged 27
		SP:Iteration 19Q (9180.850000 sec): 3 clusters
  Score: Raw -293370.792438 + Penalty 2546.177498 = -290824.614940
  nChanged 21
		SP:Iteration 20F (9180.850000 sec): 3 clusters
  Score: Raw -293378.943296 + Penalty 2546.177498 = -290832.765798
  nChanged 12
		SP:Iteration 21Q (9180.860000 sec): 3 clusters
  Score: Raw -293385.331594 + Penalty 2546.177498 = -290839.154096
  nChanged 18
		SP:Iteration 22Q (9180.860000 sec): 3 clusters
  Score: Raw -293392.775743 + Penalty 2546.177498 = -290846.598245
  nChanged 18
		SP:Iteration 23Q (9180.870000 sec): 3 clusters
  Score: Raw -293404.025790 + Penalty 2546.177498 = -290857.848292
  nChanged 13
		SP:Iteration 24Q (9180.870000 sec): 3 clusters
  Score: Raw -293409.670248 + Penalty 2546.177498 = -290863.492750
  nChanged 17
		SP:Iteration 25Q (9180.880000 sec): 3 clusters
  Score: Raw -293415.630318 + Penalty 2546.177498 = -290869.452820
  nChanged 16
		SP:Iteration 26Q (9180.890000 sec): 3 clusters
  Score: Raw -293425.064439 + Penalty 2546.177498 = -290878.886941
  nChanged 19
		SP:Iteration 27Q (9180.890000 sec): 3 clusters
  Score: Raw -293434.099638 + Penalty 2546.177498 = -290887.922140
  nChanged 19
		SP:Iteration 28Q (9180.900000 sec): 3 clusters
  Score: Raw -293442.636943 + Penalty 2546.177498 = -290896.459445
  nChanged 19
		SP:Iteration 29Q (9180.910000 sec): 3 clusters
  Score: Raw -293452.527657 + Penalty 2546.177498 = -290906.350158
  nChanged 23
		SP:Iteration 30Q (9180.910000 sec): 3 clusters
  Score: Raw -293463.004055 + Penalty 2546.177498 = -290916.826556
  nChanged 18
		SP:Iteration 31Q (9180.920000 sec): 3 clusters
  Score: Raw -293472.475301 + Penalty 2546.177498 = -290926.297802
  nChanged 28
		SP:Iteration 32Q (9180.920000 sec): 3 clusters
  Score: Raw -293488.060013 + Penalty 2546.177498 = -290941.882515
  nChanged 20
		SP:Iteration 33Q (9180.930000 sec): 3 clusters
  Score: Raw -293498.717612 + Penalty 2546.177498 = -290952.540113
  nChanged 24
		SP:Iteration 34Q (9180.930000 sec): 3 clusters
  Score: Raw -293509.272070 + Penalty 2546.177498 = -290963.094571
  nChanged 23
		SP:Iteration 35Q (9180.940000 sec): 3 clusters
  Score: Raw -293523.460954 + Penalty 2546.177498 = -290977.283456
  nChanged 25
		SP:Iteration 36Q (9180.950000 sec): 3 clusters
  Score: Raw -293542.428623 + Penalty 2546.177498 = -290996.251124
  nChanged 38
		SP:Iteration 37Q (9180.950000 sec): 3 clusters
  Score: Raw -293574.734028 + Penalty 2546.177498 = -291028.556530
  nChanged 48
		SP:Iteration 38Q (9180.960000 sec): 3 clusters
  Score: Raw -293610.393139 + Penalty 2546.177498 = -291064.215641
  nChanged 43
		SP:Iteration 39Q (9180.970000 sec): 3 clusters
  Score: Raw -293643.544133 + Penalty 2546.177498 = -291097.366635
  nChanged 43
		SP:Iteration 40F (9180.970000 sec): 3 clusters
  Score: Raw -293678.352200 + Penalty 2546.177498 = -291132.174702
  nChanged 51
		SP:Iteration 41Q (9180.980000 sec): 3 clusters
  Score: Raw -293718.651416 + Penalty 2546.177498 = -291172.473918
  nChanged 55
		SP:Iteration 42Q (9180.990000 sec): 3 clusters
  Score: Raw -293764.370267 + Penalty 2546.177498 = -291218.192768
  nChanged 52
		SP:Iteration 43Q (9180.990000 sec): 3 clusters
  Score: Raw -293811.392250 + Penalty 2546.177498 = -291265.214751
  nChanged 45
		SP:Iteration 44Q (9181.000000 sec): 3 clusters
  Score: Raw -293850.665963 + Penalty 2546.177498 = -291304.488465
  nChanged 45
		SP:Iteration 45Q (9181.000000 sec): 3 clusters
  Score: Raw -293886.621911 + Penalty 2546.177498 = -291340.444412
  nChanged 38
		SP:Iteration 46Q (9181.010000 sec): 3 clusters
  Score: Raw -293915.873503 + Penalty 2546.177498 = -291369.696005
  nChanged 29
		SP:Iteration 47Q (9181.010000 sec): 3 clusters
  Score: Raw -293935.441475 + Penalty 2546.177498 = -291389.263977
  nChanged 26
		SP:Iteration 48Q (9181.020000 sec): 3 clusters
  Score: Raw -293955.669182 + Penalty 2546.177498 = -291409.491683
  nChanged 29
		SP:Iteration 49Q (9181.020000 sec): 3 clusters
  Score: Raw -293973.541146 + Penalty 2546.177498 = -291427.363648
  nChanged 24
		SP:Iteration 50Q (9181.030000 sec): 3 clusters
  Score: Raw -293986.607320 + Penalty 2546.177498 = -291440.429822
  nChanged 20
		SP:Iteration 51Q (9181.030000 sec): 3 clusters
  Score: Raw -293996.393342 + Penalty 2546.177498 = -291450.215843
  nChanged 18
		SP:Iteration 52Q (9181.040000 sec): 3 clusters
  Score: Raw -294004.642189 + Penalty 2546.177498 = -291458.464691
  nChanged 12
		SP:Iteration 53Q (9181.050000 sec): 3 clusters
  Score: Raw -294009.759610 + Penalty 2546.177498 = -291463.582112
  nChanged 7
		SP:Iteration 54Q (9181.050000 sec): 3 clusters
  Score: Raw -294013.466935 + Penalty 2546.177498 = -291467.289436
  nChanged 6
		SP:Iteration 55Q (9181.050000 sec): 3 clusters
  Score: Raw -294017.199369 + Penalty 2546.177498 = -291471.021870
  nChanged 8
		SP:Iteration 56Q (9181.060000 sec): 3 clusters
  Score: Raw -294022.639695 + Penalty 2546.177498 = -291476.462197
  nChanged 10
		SP:Iteration 57Q (9181.070000 sec): 3 clusters
  Score: Raw -294026.534885 + Penalty 2546.177498 = -291480.357387
  nChanged 8
		SP:Iteration 58Q (9181.070000 sec): 3 clusters
  Score: Raw -294030.222316 + Penalty 2546.177498 = -291484.044817
  nChanged 11
		SP:Iteration 59Q (9181.080000 sec): 3 clusters
  Score: Raw -294037.078515 + Penalty 2546.177498 = -291490.901017
  nChanged 7
		SP:Iteration 60F (9181.080000 sec): 3 clusters
  Score: Raw -294040.130123 + Penalty 2546.177498 = -291493.952625
  nChanged 3
		SP:Iteration 61Q (9181.090000 sec): 3 clusters
  Score: Raw -294041.207224 + Penalty 2546.177498 = -291495.029725
  nChanged 1
		SP:Iteration 62Q (9181.090000 sec): 3 clusters
  Score: Raw -294041.389057 + Penalty 2546.177498 = -291495.211559
  nChanged 1
		SP:Iteration 63Q (9181.100000 sec): 3 clusters
  Score: Raw -294041.707447 + Penalty 2546.177498 = -291495.529948
  nChanged 2
		SP:Iteration 64Q (9181.110000 sec): 3 clusters
  Score: Raw -294042.191342 + Penalty 2546.177498 = -291496.013844
  nChanged 1
		SP:Iteration 65Q (9181.110000 sec): 3 clusters
  Score: Raw -294042.471816 + Penalty 2546.177498 = -291496.294318
  nChanged 2
		SP:Iteration 66Q (9181.110000 sec): 3 clusters
  Score: Raw -294043.443611 + Penalty 2546.177498 = -291497.266112
  nChanged 0
		SP:Iteration 67F (9181.120000 sec): 3 clusters
  Score: Raw -294043.443611 + Penalty 2546.177498 = -291497.266112
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (2569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9181.130000 sec): 2 clusters
  Score: Raw -275963.980270 + Penalty 1275.831700 = -274688.148570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9181.140000 sec): 3 clusters
  Score: Raw -274736.984296 + Penalty 2551.663399 = -272185.320897
  nChanged 960
		SP:Iteration 1F (9181.150000 sec): 3 clusters
  Score: Raw -275357.789154 + Penalty 2551.663399 = -272806.125755
  nChanged 204
		SP:Iteration 2F (9181.150000 sec): 3 clusters
  Score: Raw -275493.512278 + Penalty 2551.663399 = -272941.848879
  nChanged 121
		SP:Iteration 3Q (9181.160000 sec): 3 clusters
  Score: Raw -275584.339228 + Penalty 2551.663399 = -273032.675829
  nChanged 114
		SP:Iteration 4Q (9181.170000 sec): 3 clusters
  Score: Raw -275669.739031 + Penalty 2551.663399 = -273118.075632
  nChanged 101
		SP:Iteration 5Q (9181.170000 sec): 3 clusters
  Score: Raw -275735.474631 + Penalty 2551.663399 = -273183.811232
  nChanged 96
		SP:Iteration 6Q (9181.180000 sec): 3 clusters
  Score: Raw -275806.645135 + Penalty 2551.663399 = -273254.981736
  nChanged 105
		SP:Iteration 7Q (9181.180000 sec): 3 clusters
  Score: Raw -275907.674430 + Penalty 2551.663399 = -273356.011031
  nChanged 117
		SP:Iteration 8Q (9181.190000 sec): 3 clusters
  Score: Raw -276037.091116 + Penalty 2551.663399 = -273485.427717
  nChanged 107
		SP:Iteration 9Q (9181.200000 sec): 3 clusters
  Score: Raw -276151.902515 + Penalty 2551.663399 = -273600.239116
  nChanged 89
		SP:Iteration 10Q (9181.200000 sec): 3 clusters
  Score: Raw -276231.080847 + Penalty 2551.663399 = -273679.417448
  nChanged 61
		SP:Iteration 11Q (9181.210000 sec): 3 clusters
  Score: Raw -276279.146684 + Penalty 2551.663399 = -273727.483285
  nChanged 43
		SP:Iteration 12Q (9181.210000 sec): 3 clusters
  Score: Raw -276310.673535 + Penalty 2551.663399 = -273759.010136
  nChanged 39
		SP:Iteration 13Q (9181.220000 sec): 3 clusters
  Score: Raw -276340.134856 + Penalty 2551.663399 = -273788.471457
  nChanged 38
		SP:Iteration 14Q (9181.230000 sec): 3 clusters
  Score: Raw -276362.002019 + Penalty 2551.663399 = -273810.338620
  nChanged 24
		SP:Iteration 15Q (9181.230000 sec): 3 clusters
  Score: Raw -276377.202985 + Penalty 2551.663399 = -273825.539586
  nChanged 24
		SP:Iteration 16Q (9181.240000 sec): 3 clusters
  Score: Raw -276388.655810 + Penalty 2551.663399 = -273836.992411
  nChanged 18
		SP:Iteration 17Q (9181.250000 sec): 3 clusters
  Score: Raw -276398.767679 + Penalty 2551.663399 = -273847.104280
  nChanged 15
		SP:Iteration 18Q (9181.250000 sec): 3 clusters
  Score: Raw -276406.581398 + Penalty 2551.663399 = -273854.917998
  nChanged 10
		SP:Iteration 19Q (9181.260000 sec): 3 clusters
  Score: Raw -276411.116846 + Penalty 2551.663399 = -273859.453447
  nChanged 5
		SP:Iteration 20F (9181.260000 sec): 3 clusters
  Score: Raw -276412.634343 + Penalty 2551.663399 = -273860.970944
  nChanged 2
		SP:Iteration 21Q (9181.270000 sec): 3 clusters
  Score: Raw -276413.454869 + Penalty 2551.663399 = -273861.791470
  nChanged 1
		SP:Iteration 22Q (9181.270000 sec): 3 clusters
  Score: Raw -276413.704062 + Penalty 2551.663399 = -273862.040663
  nChanged 0
		SP:Iteration 23F (9181.280000 sec): 3 clusters
  Score: Raw -276413.704062 + Penalty 2551.663399 = -273862.040663
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (11682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9181.320000 sec): 2 clusters
  Score: Raw -1343031.650830 + Penalty 1521.943227 = -1341509.707603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9181.350000 sec): 3 clusters
  Score: Raw -1336375.931726 + Penalty 3043.886454 = -1333332.045272
  nChanged 5116
		SP:Iteration 1F (9181.380000 sec): 3 clusters
  Score: Raw -1339168.859535 + Penalty 3043.886454 = -1336124.973081
  nChanged 721
		SP:Iteration 2F (9181.410000 sec): 3 clusters
  Score: Raw -1339493.004057 + Penalty 3043.886454 = -1336449.117603
  nChanged 608
		SP:Iteration 3F (9181.440000 sec): 3 clusters
  Score: Raw -1339783.464399 + Penalty 3043.886454 = -1336739.577945
  nChanged 566
		SP:Iteration 4Q (9181.470000 sec): 3 clusters
  Score: Raw -1340060.529360 + Penalty 3043.886454 = -1337016.642905
  nChanged 517
		SP:Iteration 5Q (9181.500000 sec): 3 clusters
  Score: Raw -1340315.586320 + Penalty 3043.886454 = -1337271.699866
  nChanged 479
		SP:Iteration 6Q (9181.530000 sec): 3 clusters
  Score: Raw -1340553.319563 + Penalty 3043.886454 = -1337509.433109
  nChanged 458
		SP:Iteration 7Q (9181.550000 sec): 3 clusters
  Score: Raw -1340772.818494 + Penalty 3043.886454 = -1337728.932040
  nChanged 459
		SP:Iteration 8Q (9181.580000 sec): 3 clusters
  Score: Raw -1341016.985802 + Penalty 3043.886454 = -1337973.099348
  nChanged 480
		SP:Iteration 9Q (9181.610000 sec): 3 clusters
  Score: Raw -1341285.278953 + Penalty 3043.886454 = -1338241.392499
  nChanged 513
		SP:Iteration 10Q (9181.640000 sec): 3 clusters
  Score: Raw -1341598.005287 + Penalty 3043.886454 = -1338554.118833
  nChanged 486
		SP:Iteration 11Q (9181.670000 sec): 3 clusters
  Score: Raw -1341902.897136 + Penalty 3043.886454 = -1338859.010682
  nChanged 468
		SP:Iteration 12Q (9181.700000 sec): 3 clusters
  Score: Raw -1342210.837245 + Penalty 3043.886454 = -1339166.950791
  nChanged 383
		SP:Iteration 13Q (9181.720000 sec): 3 clusters
  Score: Raw -1342459.315688 + Penalty 3043.886454 = -1339415.429233
  nChanged 326
		SP:Iteration 14Q (9181.750000 sec): 3 clusters
  Score: Raw -1342690.610537 + Penalty 3043.886454 = -1339646.724083
  nChanged 250
		SP:Iteration 15Q (9181.800000 sec): 3 clusters
  Score: Raw -1342853.890380 + Penalty 3043.886454 = -1339810.003926
  nChanged 167
		SP:Iteration 16Q (9181.830000 sec): 3 clusters
  Score: Raw -1342960.931341 + Penalty 3043.886454 = -1339917.044887
  nChanged 114
		SP:Iteration 17Q (9181.860000 sec): 3 clusters
  Score: Raw -1343037.819215 + Penalty 3043.886454 = -1339993.932761
  nChanged 88
		SP:Iteration 18Q (9181.880000 sec): 3 clusters
  Score: Raw -1343095.781280 + Penalty 3043.886454 = -1340051.894826
  nChanged 68
		SP:Iteration 19Q (9181.910000 sec): 3 clusters
  Score: Raw -1343138.516142 + Penalty 3043.886454 = -1340094.629688
  nChanged 33
		SP:Iteration 20F (9181.950000 sec): 3 clusters
  Score: Raw -1343163.870807 + Penalty 3043.886454 = -1340119.984353
  nChanged 31
		SP:Iteration 21Q (9181.970000 sec): 3 clusters
  Score: Raw -1343182.957303 + Penalty 3043.886454 = -1340139.070849
  nChanged 31
		SP:Iteration 22Q (9182.000000 sec): 3 clusters
  Score: Raw -1343209.131652 + Penalty 3043.886454 = -1340165.245197
  nChanged 22
		SP:Iteration 23Q (9182.030000 sec): 3 clusters
  Score: Raw -1343226.512522 + Penalty 3043.886454 = -1340182.626068
  nChanged 19
		SP:Iteration 24Q (9182.060000 sec): 3 clusters
  Score: Raw -1343242.243583 + Penalty 3043.886454 = -1340198.357128
  nChanged 16
		SP:Iteration 25Q (9182.090000 sec): 3 clusters
  Score: Raw -1343251.637419 + Penalty 3043.886454 = -1340207.750964
  nChanged 8
		SP:Iteration 26Q (9182.110000 sec): 3 clusters
  Score: Raw -1343256.330023 + Penalty 3043.886454 = -1340212.443569
  nChanged 4
		SP:Iteration 27Q (9182.130000 sec): 3 clusters
  Score: Raw -1343259.601137 + Penalty 3043.886454 = -1340215.714682
  nChanged 8
		SP:Iteration 28Q (9182.170000 sec): 3 clusters
  Score: Raw -1343262.874474 + Penalty 3043.886454 = -1340218.988020
  nChanged 2
		SP:Iteration 29Q (9182.190000 sec): 3 clusters
  Score: Raw -1343264.954892 + Penalty 3043.886454 = -1340221.068438
  nChanged 9
		SP:Iteration 30Q (9182.210000 sec): 3 clusters
  Score: Raw -1343272.143710 + Penalty 3043.886454 = -1340228.257256
  nChanged 7
		SP:Iteration 31Q (9182.240000 sec): 3 clusters
  Score: Raw -1343276.276946 + Penalty 3043.886454 = -1340232.390492
  nChanged 5
		SP:Iteration 32Q (9182.260000 sec): 3 clusters
  Score: Raw -1343279.908378 + Penalty 3043.886454 = -1340236.021924
  nChanged 6
		SP:Iteration 33Q (9182.290000 sec): 3 clusters
  Score: Raw -1343284.153449 + Penalty 3043.886454 = -1340240.266995
  nChanged 4
		SP:Iteration 34Q (9182.320000 sec): 3 clusters
  Score: Raw -1343286.525344 + Penalty 3043.886454 = -1340242.638890
  nChanged 5
		SP:Iteration 35Q (9182.350000 sec): 3 clusters
  Score: Raw -1343289.976126 + Penalty 3043.886454 = -1340246.089672
  nChanged 3
		SP:Iteration 36Q (9182.370000 sec): 3 clusters
  Score: Raw -1343291.420943 + Penalty 3043.886454 = -1340247.534489
  nChanged 1
		SP:Iteration 37Q (9182.400000 sec): 3 clusters
  Score: Raw -1343292.143552 + Penalty 3043.886454 = -1340248.257098
  nChanged 2
		SP:Iteration 38Q (9182.420000 sec): 3 clusters
  Score: Raw -1343293.895943 + Penalty 3043.886454 = -1340250.009489
  nChanged 1
		SP:Iteration 39Q (9182.450000 sec): 3 clusters
  Score: Raw -1343294.368755 + Penalty 3043.886454 = -1340250.482301
  nChanged 1
		SP:Iteration 40F (9182.480000 sec): 3 clusters
  Score: Raw -1343295.278639 + Penalty 3043.886454 = -1340251.392185
  nChanged 1
		SP:Iteration 41Q (9182.520000 sec): 3 clusters
  Score: Raw -1343295.690144 + Penalty 3043.886454 = -1340251.803690
  nChanged 1
		SP:Iteration 42Q (9182.540000 sec): 3 clusters
  Score: Raw -1343296.180474 + Penalty 3043.886454 = -1340252.294019
  nChanged 0
		SP:Iteration 43F (9182.570000 sec): 3 clusters
  Score: Raw -1343296.180474 + Penalty 3043.886454 = -1340252.294019
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9182.580000 sec): 2 clusters
  Score: Raw -30267.997775 + Penalty 915.071915 = -29352.925861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9182.580000 sec): 3 clusters
  Score: Raw -30326.433816 + Penalty 1830.143829 = -28496.289987
  nChanged 43
		SP:Iteration 1F (9182.580000 sec): 3 clusters
  Score: Raw -30443.287855 + Penalty 1830.143829 = -28613.144026
  nChanged 10
		SP:Iteration 2Q (9182.580000 sec): 3 clusters
  Score: Raw -30470.214790 + Penalty 1830.143829 = -28640.070960
  nChanged 3
		SP:Iteration 3Q (9182.580000 sec): 3 clusters
  Score: Raw -30476.796747 + Penalty 1830.143829 = -28646.652918
  nChanged 1
		SP:Iteration 4Q (9182.580000 sec): 3 clusters
  Score: Raw -30478.441730 + Penalty 1830.143829 = -28648.297901
  nChanged 0
		SP:Iteration 5F (9182.590000 sec): 3 clusters
  Score: Raw -30478.441730 + Penalty 1830.143829 = -28648.297901
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9182.590000 sec): 2 clusters
  Score: Raw -54466.163474 + Penalty 1010.845903 = -53455.317571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9182.590000 sec): 3 clusters
  Score: Raw -54448.351932 + Penalty 2021.691805 = -52426.660127
  nChanged 122
		SP:Iteration 1F (9182.600000 sec): 3 clusters
  Score: Raw -54642.259771 + Penalty 2021.691805 = -52620.567966
  nChanged 30
		SP:Iteration 2F (9182.600000 sec): 3 clusters
  Score: Raw -54709.043898 + Penalty 2021.691805 = -52687.352093
  nChanged 17
		SP:Iteration 3Q (9182.600000 sec): 3 clusters
  Score: Raw -54738.113575 + Penalty 2021.691805 = -52716.421769
  nChanged 8
		SP:Iteration 4Q (9182.600000 sec): 3 clusters
  Score: Raw -54749.823008 + Penalty 2021.691805 = -52728.131202
  nChanged 8
		SP:Iteration 5Q (9182.600000 sec): 3 clusters
  Score: Raw -54761.270309 + Penalty 2021.691805 = -52739.578504
  nChanged 8
		SP:Iteration 6Q (9182.600000 sec): 3 clusters
  Score: Raw -54775.386645 + Penalty 2021.691805 = -52753.694840
  nChanged 10
		SP:Iteration 7Q (9182.600000 sec): 3 clusters
  Score: Raw -54790.582395 + Penalty 2021.691805 = -52768.890590
  nChanged 5
		SP:Iteration 8Q (9182.600000 sec): 3 clusters
  Score: Raw -54797.325723 + Penalty 2021.691805 = -52775.633918
  nChanged 2
		SP:Iteration 9Q (9182.600000 sec): 3 clusters
  Score: Raw -54803.216675 + Penalty 2021.691805 = -52781.524870
  nChanged 3
		SP:Iteration 10Q (9182.600000 sec): 3 clusters
  Score: Raw -54810.155070 + Penalty 2021.691805 = -52788.463265
  nChanged 5
		SP:Iteration 11Q (9182.600000 sec): 3 clusters
  Score: Raw -54816.581822 + Penalty 2021.691805 = -52794.890017
  nChanged 2
		SP:Iteration 12Q (9182.610000 sec): 3 clusters
  Score: Raw -54822.264234 + Penalty 2021.691805 = -52800.572428
  nChanged 0
		SP:Iteration 13F (9182.610000 sec): 3 clusters
  Score: Raw -54822.264234 + Penalty 2021.691805 = -52800.572428
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9182.630000 sec): 2 clusters
  Score: Raw -395803.611769 + Penalty 1330.209966 = -394473.401804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9182.640000 sec): 3 clusters
  Score: Raw -394039.587352 + Penalty 2660.419931 = -391379.167420
  nChanged 1410
		SP:Iteration 1F (9182.650000 sec): 3 clusters
  Score: Raw -394885.787386 + Penalty 2660.419931 = -392225.367455
  nChanged 314
		SP:Iteration 2F (9182.670000 sec): 3 clusters
  Score: Raw -395099.873573 + Penalty 2660.419931 = -392439.453642
  nChanged 232
		SP:Iteration 3F (9182.680000 sec): 3 clusters
  Score: Raw -395265.772994 + Penalty 2660.419931 = -392605.353063
  nChanged 184
		SP:Iteration 4F (9182.690000 sec): 3 clusters
  Score: Raw -395381.579088 + Penalty 2660.419931 = -392721.159157
  nChanged 146
		SP:Iteration 5Q (9182.690000 sec): 3 clusters
  Score: Raw -395464.706552 + Penalty 2660.419931 = -392804.286620
  nChanged 122
		SP:Iteration 6Q (9182.710000 sec): 3 clusters
  Score: Raw -395535.641087 + Penalty 2660.419931 = -392875.221156
  nChanged 113
		SP:Iteration 7Q (9182.710000 sec): 3 clusters
  Score: Raw -395600.635961 + Penalty 2660.419931 = -392940.216029
  nChanged 107
		SP:Iteration 8Q (9182.720000 sec): 3 clusters
  Score: Raw -395655.616522 + Penalty 2660.419931 = -392995.196590
  nChanged 96
		SP:Iteration 9Q (9182.730000 sec): 3 clusters
  Score: Raw -395710.154004 + Penalty 2660.419931 = -393049.734072
  nChanged 90
		SP:Iteration 10Q (9182.750000 sec): 3 clusters
  Score: Raw -395758.654859 + Penalty 2660.419931 = -393098.234927
  nChanged 74
		SP:Iteration 11Q (9182.760000 sec): 3 clusters
  Score: Raw -395800.064436 + Penalty 2660.419931 = -393139.644504
  nChanged 67
		SP:Iteration 12Q (9182.760000 sec): 3 clusters
  Score: Raw -395838.026763 + Penalty 2660.419931 = -393177.606831
  nChanged 56
		SP:Iteration 13Q (9182.770000 sec): 3 clusters
  Score: Raw -395866.567541 + Penalty 2660.419931 = -393206.147610
  nChanged 53
		SP:Iteration 14Q (9182.780000 sec): 3 clusters
  Score: Raw -395895.775551 + Penalty 2660.419931 = -393235.355619
  nChanged 40
		SP:Iteration 15Q (9182.790000 sec): 3 clusters
  Score: Raw -395912.643719 + Penalty 2660.419931 = -393252.223788
  nChanged 27
		SP:Iteration 16Q (9182.810000 sec): 3 clusters
  Score: Raw -395924.818927 + Penalty 2660.419931 = -393264.398995
  nChanged 22
		SP:Iteration 17Q (9182.820000 sec): 3 clusters
  Score: Raw -395934.936956 + Penalty 2660.419931 = -393274.517025
  nChanged 25
		SP:Iteration 18Q (9182.830000 sec): 3 clusters
  Score: Raw -395948.574963 + Penalty 2660.419931 = -393288.155031
  nChanged 23
		SP:Iteration 19Q (9182.830000 sec): 3 clusters
  Score: Raw -395959.678525 + Penalty 2660.419931 = -393299.258594
  nChanged 20
		SP:Iteration 20F (9182.850000 sec): 3 clusters
  Score: Raw -395968.224419 + Penalty 2660.419931 = -393307.804488
  nChanged 18
		SP:Iteration 21Q (9182.850000 sec): 3 clusters
  Score: Raw -395978.559396 + Penalty 2660.419931 = -393318.139465
  nChanged 23
		SP:Iteration 22Q (9182.870000 sec): 3 clusters
  Score: Raw -395990.574244 + Penalty 2660.419931 = -393330.154313
  nChanged 17
		SP:Iteration 23Q (9182.880000 sec): 3 clusters
  Score: Raw -395998.608856 + Penalty 2660.419931 = -393338.188925
  nChanged 18
		SP:Iteration 24Q (9182.890000 sec): 3 clusters
  Score: Raw -396008.621662 + Penalty 2660.419931 = -393348.201730
  nChanged 16
		SP:Iteration 25Q (9182.910000 sec): 3 clusters
  Score: Raw -396014.967449 + Penalty 2660.419931 = -393354.547517
  nChanged 15
		SP:Iteration 26Q (9182.920000 sec): 3 clusters
  Score: Raw -396022.866345 + Penalty 2660.419931 = -393362.446414
  nChanged 14
		SP:Iteration 27Q (9182.930000 sec): 3 clusters
  Score: Raw -396029.797130 + Penalty 2660.419931 = -393369.377198
  nChanged 14
		SP:Iteration 28Q (9182.930000 sec): 3 clusters
  Score: Raw -396034.721794 + Penalty 2660.419931 = -393374.301863
  nChanged 12
		SP:Iteration 29Q (9182.940000 sec): 3 clusters
  Score: Raw -396039.156409 + Penalty 2660.419931 = -393378.736478
  nChanged 8
		SP:Iteration 30Q (9182.950000 sec): 3 clusters
  Score: Raw -396043.388509 + Penalty 2660.419931 = -393382.968578
  nChanged 9
		SP:Iteration 31Q (9182.960000 sec): 3 clusters
  Score: Raw -396048.100246 + Penalty 2660.419931 = -393387.680314
  nChanged 5
		SP:Iteration 32Q (9182.970000 sec): 3 clusters
  Score: Raw -396050.695660 + Penalty 2660.419931 = -393390.275728
  nChanged 6
		SP:Iteration 33Q (9182.970000 sec): 3 clusters
  Score: Raw -396054.095540 + Penalty 2660.419931 = -393393.675608
  nChanged 7
		SP:Iteration 34Q (9182.980000 sec): 3 clusters
  Score: Raw -396056.627148 + Penalty 2660.419931 = -393396.207216
  nChanged 9
		SP:Iteration 35Q (9182.990000 sec): 3 clusters
  Score: Raw -396060.588830 + Penalty 2660.419931 = -393400.168899
  nChanged 10
		SP:Iteration 36Q (9183.000000 sec): 3 clusters
  Score: Raw -396064.251576 + Penalty 2660.419931 = -393403.831645
  nChanged 7
		SP:Iteration 37Q (9183.010000 sec): 3 clusters
  Score: Raw -396067.409914 + Penalty 2660.419931 = -393406.989983
  nChanged 7
		SP:Iteration 38Q (9183.020000 sec): 3 clusters
  Score: Raw -396073.877538 + Penalty 2660.419931 = -393413.457607
  nChanged 9
		SP:Iteration 39Q (9183.030000 sec): 3 clusters
  Score: Raw -396077.667185 + Penalty 2660.419931 = -393417.247254
  nChanged 4
		SP:Iteration 40F (9183.040000 sec): 3 clusters
  Score: Raw -396078.890575 + Penalty 2660.419931 = -393418.470644
  nChanged 3
		SP:Iteration 41Q (9183.060000 sec): 3 clusters
  Score: Raw -396080.193613 + Penalty 2660.419931 = -393419.773681
  nChanged 4
		SP:Iteration 42Q (9183.060000 sec): 3 clusters
  Score: Raw -396082.716517 + Penalty 2660.419931 = -393422.296585
  nChanged 4
		SP:Iteration 43Q (9183.070000 sec): 3 clusters
  Score: Raw -396084.754756 + Penalty 2660.419931 = -393424.334825
  nChanged 3
		SP:Iteration 44Q (9183.080000 sec): 3 clusters
  Score: Raw -396086.060173 + Penalty 2660.419931 = -393425.640242
  nChanged 5
		SP:Iteration 45Q (9183.090000 sec): 3 clusters
  Score: Raw -396087.561274 + Penalty 2660.419931 = -393427.141343
  nChanged 4
		SP:Iteration 46Q (9183.100000 sec): 3 clusters
  Score: Raw -396089.440492 + Penalty 2660.419931 = -393429.020561
  nChanged 6
		SP:Iteration 47Q (9183.110000 sec): 3 clusters
  Score: Raw -396091.960640 + Penalty 2660.419931 = -393431.540708
  nChanged 6
		SP:Iteration 48Q (9183.110000 sec): 3 clusters
  Score: Raw -396094.711360 + Penalty 2660.419931 = -393434.291429
  nChanged 2
		SP:Iteration 49Q (9183.120000 sec): 3 clusters
  Score: Raw -396095.051305 + Penalty 2660.419931 = -393434.631374
  nChanged 1
		SP:Iteration 50Q (9183.140000 sec): 3 clusters
  Score: Raw -396095.206590 + Penalty 2660.419931 = -393434.786658
  nChanged 1
		SP:Iteration 51Q (9183.150000 sec): 3 clusters
  Score: Raw -396095.736206 + Penalty 2660.419931 = -393435.316274
  nChanged 1
		SP:Iteration 52Q (9183.160000 sec): 3 clusters
  Score: Raw -396095.864692 + Penalty 2660.419931 = -393435.444760
  nChanged 0
		SP:Iteration 53F (9183.160000 sec): 3 clusters
  Score: Raw -396095.864692 + Penalty 2660.419931 = -393435.444760
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9183.180000 sec): 2 clusters
  Score: Raw -733740.286285 + Penalty 1423.777350 = -732316.508935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9183.200000 sec): 3 clusters
  Score: Raw -730236.521993 + Penalty 2847.554700 = -727388.967294
  nChanged 2681
		SP:Iteration 1F (9183.220000 sec): 3 clusters
  Score: Raw -731793.209216 + Penalty 2847.554700 = -728945.654516
  nChanged 432
		SP:Iteration 2F (9183.240000 sec): 3 clusters
  Score: Raw -731997.708458 + Penalty 2847.554700 = -729150.153758
  nChanged 320
		SP:Iteration 3F (9183.260000 sec): 3 clusters
  Score: Raw -732146.459673 + Penalty 2847.554700 = -729298.904974
  nChanged 259
		SP:Iteration 4Q (9183.280000 sec): 3 clusters
  Score: Raw -732256.822500 + Penalty 2847.554700 = -729409.267800
  nChanged 240
		SP:Iteration 5Q (9183.300000 sec): 3 clusters
  Score: Raw -732352.429892 + Penalty 2847.554700 = -729504.875193
  nChanged 204
		SP:Iteration 6Q (9183.320000 sec): 3 clusters
  Score: Raw -732433.020518 + Penalty 2847.554700 = -729585.465819
  nChanged 201
		SP:Iteration 7Q (9183.340000 sec): 3 clusters
  Score: Raw -732513.969294 + Penalty 2847.554700 = -729666.414595
  nChanged 189
		SP:Iteration 8Q (9183.360000 sec): 3 clusters
  Score: Raw -732589.142747 + Penalty 2847.554700 = -729741.588047
  nChanged 180
		SP:Iteration 9Q (9183.370000 sec): 3 clusters
  Score: Raw -732659.447561 + Penalty 2847.554700 = -729811.892861
  nChanged 170
		SP:Iteration 10Q (9183.400000 sec): 3 clusters
  Score: Raw -732726.096711 + Penalty 2847.554700 = -729878.542012
  nChanged 163
		SP:Iteration 11Q (9183.420000 sec): 3 clusters
  Score: Raw -732794.017958 + Penalty 2847.554700 = -729946.463258
  nChanged 172
		SP:Iteration 12Q (9183.430000 sec): 3 clusters
  Score: Raw -732865.004152 + Penalty 2847.554700 = -730017.449452
  nChanged 161
		SP:Iteration 13Q (9183.450000 sec): 3 clusters
  Score: Raw -732936.198403 + Penalty 2847.554700 = -730088.643703
  nChanged 152
		SP:Iteration 14Q (9183.460000 sec): 3 clusters
  Score: Raw -733000.532501 + Penalty 2847.554700 = -730152.977801
  nChanged 143
		SP:Iteration 15Q (9183.500000 sec): 3 clusters
  Score: Raw -733063.632501 + Penalty 2847.554700 = -730216.077801
  nChanged 124
		SP:Iteration 16Q (9183.510000 sec): 3 clusters
  Score: Raw -733114.971680 + Penalty 2847.554700 = -730267.416981
  nChanged 112
		SP:Iteration 17Q (9183.530000 sec): 3 clusters
  Score: Raw -733163.590772 + Penalty 2847.554700 = -730316.036072
  nChanged 124
		SP:Iteration 18Q (9183.550000 sec): 3 clusters
  Score: Raw -733229.438039 + Penalty 2847.554700 = -730381.883339
  nChanged 125
		SP:Iteration 19Q (9183.560000 sec): 3 clusters
  Score: Raw -733291.680740 + Penalty 2847.554700 = -730444.126040
  nChanged 120
		SP:Iteration 20F (9183.590000 sec): 3 clusters
  Score: Raw -733352.892637 + Penalty 2847.554700 = -730505.337937
  nChanged 119
		SP:Iteration 21Q (9183.610000 sec): 3 clusters
  Score: Raw -733409.040225 + Penalty 2847.554700 = -730561.485525
  nChanged 106
		SP:Iteration 22Q (9183.630000 sec): 3 clusters
  Score: Raw -733463.729805 + Penalty 2847.554700 = -730616.175106
  nChanged 85
		SP:Iteration 23Q (9183.650000 sec): 3 clusters
  Score: Raw -733506.550623 + Penalty 2847.554700 = -730658.995923
  nChanged 82
		SP:Iteration 24Q (9183.670000 sec): 3 clusters
  Score: Raw -733547.816588 + Penalty 2847.554700 = -730700.261888
  nChanged 76
		SP:Iteration 25Q (9183.690000 sec): 3 clusters
  Score: Raw -733589.870278 + Penalty 2847.554700 = -730742.315578
  nChanged 80
		SP:Iteration 26Q (9183.700000 sec): 3 clusters
  Score: Raw -733628.466764 + Penalty 2847.554700 = -730780.912065
  nChanged 71
		SP:Iteration 27Q (9183.720000 sec): 3 clusters
  Score: Raw -733662.599201 + Penalty 2847.554700 = -730815.044501
  nChanged 56
		SP:Iteration 28Q (9183.740000 sec): 3 clusters
  Score: Raw -733695.115730 + Penalty 2847.554700 = -730847.561030
  nChanged 45
		SP:Iteration 29Q (9183.760000 sec): 3 clusters
  Score: Raw -733720.317244 + Penalty 2847.554700 = -730872.762544
  nChanged 46
		SP:Iteration 30Q (9183.770000 sec): 3 clusters
  Score: Raw -733747.170296 + Penalty 2847.554700 = -730899.615596
  nChanged 45
		SP:Iteration 31Q (9183.790000 sec): 3 clusters
  Score: Raw -733770.746309 + Penalty 2847.554700 = -730923.191609
  nChanged 35
		SP:Iteration 32Q (9183.800000 sec): 3 clusters
  Score: Raw -733788.637270 + Penalty 2847.554700 = -730941.082570
  nChanged 32
		SP:Iteration 33Q (9183.820000 sec): 3 clusters
  Score: Raw -733806.039974 + Penalty 2847.554700 = -730958.485274
  nChanged 22
		SP:Iteration 34Q (9183.830000 sec): 3 clusters
  Score: Raw -733819.214924 + Penalty 2847.554700 = -730971.660224
  nChanged 21
		SP:Iteration 35Q (9183.860000 sec): 3 clusters
  Score: Raw -733833.089545 + Penalty 2847.554700 = -730985.534845
  nChanged 19
		SP:Iteration 36Q (9183.870000 sec): 3 clusters
  Score: Raw -733846.130922 + Penalty 2847.554700 = -730998.576222
  nChanged 19
		SP:Iteration 37Q (9183.900000 sec): 3 clusters
  Score: Raw -733859.749546 + Penalty 2847.554700 = -731012.194846
  nChanged 22
		SP:Iteration 38Q (9183.910000 sec): 3 clusters
  Score: Raw -733872.393732 + Penalty 2847.554700 = -731024.839032
  nChanged 16
		SP:Iteration 39Q (9183.930000 sec): 3 clusters
  Score: Raw -733880.129065 + Penalty 2847.554700 = -731032.574365
  nChanged 11
		SP:Iteration 40F (9183.940000 sec): 3 clusters
  Score: Raw -733885.962746 + Penalty 2847.554700 = -731038.408046
  nChanged 8
		SP:Iteration 41Q (9183.960000 sec): 3 clusters
  Score: Raw -733890.170880 + Penalty 2847.554700 = -731042.616180
  nChanged 7
		SP:Iteration 42Q (9183.980000 sec): 3 clusters
  Score: Raw -733892.795675 + Penalty 2847.554700 = -731045.240975
  nChanged 2
		SP:Iteration 43Q (9184.000000 sec): 3 clusters
  Score: Raw -733893.665625 + Penalty 2847.554700 = -731046.110925
  nChanged 3
		SP:Iteration 44Q (9184.010000 sec): 3 clusters
  Score: Raw -733896.407405 + Penalty 2847.554700 = -731048.852705
  nChanged 7
		SP:Iteration 45Q (9184.070000 sec): 3 clusters
  Score: Raw -733900.876796 + Penalty 2847.554700 = -731053.322096
  nChanged 7
		SP:Iteration 46Q (9184.100000 sec): 3 clusters
  Score: Raw -733903.733643 + Penalty 2847.554700 = -731056.178943
  nChanged 3
		SP:Iteration 47Q (9184.110000 sec): 3 clusters
  Score: Raw -733905.102773 + Penalty 2847.554700 = -731057.548074
  nChanged 2
		SP:Iteration 48Q (9184.130000 sec): 3 clusters
  Score: Raw -733905.854532 + Penalty 2847.554700 = -731058.299832
  nChanged 0
		SP:Iteration 49F (9184.150000 sec): 3 clusters
  Score: Raw -733905.854532 + Penalty 2847.554700 = -731058.299832
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9184.160000 sec): 2 clusters
  Score: Raw -59782.453869 + Penalty 1015.934381 = -58766.519488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9184.160000 sec): 3 clusters
  Score: Raw -59684.447194 + Penalty 2031.868762 = -57652.578432
  nChanged 128
		SP:Iteration 1F (9184.160000 sec): 3 clusters
  Score: Raw -59846.832844 + Penalty 2031.868762 = -57814.964082
  nChanged 27
		SP:Iteration 2F (9184.160000 sec): 3 clusters
  Score: Raw -59895.108811 + Penalty 2031.868762 = -57863.240049
  nChanged 10
		SP:Iteration 3Q (9184.170000 sec): 3 clusters
  Score: Raw -59908.478244 + Penalty 2031.868762 = -57876.609482
  nChanged 4
		SP:Iteration 4Q (9184.170000 sec): 3 clusters
  Score: Raw -59914.145350 + Penalty 2031.868762 = -57882.276588
  nChanged 1
		SP:Iteration 5Q (9184.170000 sec): 3 clusters
  Score: Raw -59918.767130 + Penalty 2031.868762 = -57886.898368
  nChanged 1
		SP:Iteration 6Q (9184.170000 sec): 3 clusters
  Score: Raw -59920.595294 + Penalty 2031.868762 = -57888.726532
  nChanged 2
		SP:Iteration 7Q (9184.170000 sec): 3 clusters
  Score: Raw -59925.948310 + Penalty 2031.868762 = -57894.079548
  nChanged 0
		SP:Iteration 8F (9184.170000 sec): 3 clusters
  Score: Raw -59925.948310 + Penalty 2031.868762 = -57894.079548
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9184.190000 sec): 2 clusters
  Score: Raw -546628.357551 + Penalty 1377.003561 = -545251.353990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9184.200000 sec): 3 clusters
  Score: Raw -544136.813299 + Penalty 2754.007122 = -541382.806178
  nChanged 1908
		SP:Iteration 1F (9184.210000 sec): 3 clusters
  Score: Raw -545148.008625 + Penalty 2754.007122 = -542394.001503
  nChanged 393
		SP:Iteration 2F (9184.230000 sec): 3 clusters
  Score: Raw -545369.463651 + Penalty 2754.007122 = -542615.456529
  nChanged 262
		SP:Iteration 3F (9184.240000 sec): 3 clusters
  Score: Raw -545507.921026 + Penalty 2754.007122 = -542753.913904
  nChanged 202
		SP:Iteration 4Q (9184.250000 sec): 3 clusters
  Score: Raw -545609.230828 + Penalty 2754.007122 = -542855.223707
  nChanged 177
		SP:Iteration 5Q (9184.260000 sec): 3 clusters
  Score: Raw -545697.230809 + Penalty 2754.007122 = -542943.223688
  nChanged 168
		SP:Iteration 6Q (9184.270000 sec): 3 clusters
  Score: Raw -545780.992828 + Penalty 2754.007122 = -543026.985707
  nChanged 162
		SP:Iteration 7Q (9184.290000 sec): 3 clusters
  Score: Raw -545876.044256 + Penalty 2754.007122 = -543122.037135
  nChanged 156
		SP:Iteration 8Q (9184.300000 sec): 3 clusters
  Score: Raw -545965.508089 + Penalty 2754.007122 = -543211.500968
  nChanged 169
		SP:Iteration 9Q (9184.310000 sec): 3 clusters
  Score: Raw -546064.788020 + Penalty 2754.007122 = -543310.780898
  nChanged 175
		SP:Iteration 10Q (9184.320000 sec): 3 clusters
  Score: Raw -546181.809095 + Penalty 2754.007122 = -543427.801973
  nChanged 172
		SP:Iteration 11Q (9184.330000 sec): 3 clusters
  Score: Raw -546304.128200 + Penalty 2754.007122 = -543550.121078
  nChanged 169
		SP:Iteration 12Q (9184.350000 sec): 3 clusters
  Score: Raw -546413.321226 + Penalty 2754.007122 = -543659.314105
  nChanged 138
		SP:Iteration 13Q (9184.360000 sec): 3 clusters
  Score: Raw -546504.987813 + Penalty 2754.007122 = -543750.980691
  nChanged 110
		SP:Iteration 14Q (9184.370000 sec): 3 clusters
  Score: Raw -546575.916360 + Penalty 2754.007122 = -543821.909238
  nChanged 94
		SP:Iteration 15Q (9184.380000 sec): 3 clusters
  Score: Raw -546640.529158 + Penalty 2754.007122 = -543886.522036
  nChanged 68
		SP:Iteration 16Q (9184.390000 sec): 3 clusters
  Score: Raw -546682.807351 + Penalty 2754.007122 = -543928.800229
  nChanged 67
		SP:Iteration 17Q (9184.410000 sec): 3 clusters
  Score: Raw -546725.499593 + Penalty 2754.007122 = -543971.492471
  nChanged 44
		SP:Iteration 18Q (9184.410000 sec): 3 clusters
  Score: Raw -546753.958640 + Penalty 2754.007122 = -543999.951518
  nChanged 46
		SP:Iteration 19Q (9184.430000 sec): 3 clusters
  Score: Raw -546782.260901 + Penalty 2754.007122 = -544028.253780
  nChanged 29
		SP:Iteration 20F (9184.440000 sec): 3 clusters
  Score: Raw -546803.559188 + Penalty 2754.007122 = -544049.552066
  nChanged 37
		SP:Iteration 21Q (9184.450000 sec): 3 clusters
  Score: Raw -546828.870513 + Penalty 2754.007122 = -544074.863392
  nChanged 30
		SP:Iteration 22Q (9184.460000 sec): 3 clusters
  Score: Raw -546846.455293 + Penalty 2754.007122 = -544092.448172
  nChanged 29
		SP:Iteration 23Q (9184.470000 sec): 3 clusters
  Score: Raw -546863.945680 + Penalty 2754.007122 = -544109.938558
  nChanged 24
		SP:Iteration 24Q (9184.480000 sec): 3 clusters
  Score: Raw -546878.178849 + Penalty 2754.007122 = -544124.171727
  nChanged 18
		SP:Iteration 25Q (9184.490000 sec): 3 clusters
  Score: Raw -546888.854553 + Penalty 2754.007122 = -544134.847431
  nChanged 10
		SP:Iteration 26Q (9184.500000 sec): 3 clusters
  Score: Raw -546896.883008 + Penalty 2754.007122 = -544142.875887
  nChanged 10
		SP:Iteration 27Q (9184.510000 sec): 3 clusters
  Score: Raw -546903.331627 + Penalty 2754.007122 = -544149.324505
  nChanged 8
		SP:Iteration 28Q (9184.530000 sec): 3 clusters
  Score: Raw -546908.940236 + Penalty 2754.007122 = -544154.933115
  nChanged 5
		SP:Iteration 29Q (9184.540000 sec): 3 clusters
  Score: Raw -546912.116627 + Penalty 2754.007122 = -544158.109505
  nChanged 1
		SP:Iteration 30Q (9184.550000 sec): 3 clusters
  Score: Raw -546912.278328 + Penalty 2754.007122 = -544158.271206
  nChanged 0
		SP:Iteration 31F (9184.560000 sec): 3 clusters
  Score: Raw -546912.278328 + Penalty 2754.007122 = -544158.271206
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9184.570000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9184.570000 sec): 3 clusters
  Score: Raw -42418.661802 + Penalty 1938.997690 = -40479.664112
  nChanged 90
		SP:Iteration 1F (9184.570000 sec): 3 clusters
  Score: Raw -42598.556064 + Penalty 1938.997690 = -40659.558373
  nChanged 22
		SP:Iteration 2F (9184.570000 sec): 3 clusters
  Score: Raw -42661.695900 + Penalty 1938.997690 = -40722.698210
  nChanged 12
		SP:Iteration 3Q (9184.570000 sec): 3 clusters
  Score: Raw -42690.600708 + Penalty 1938.997690 = -40751.603018
  nChanged 7
		SP:Iteration 4Q (9184.570000 sec): 3 clusters
  Score: Raw -42714.365216 + Penalty 1938.997690 = -40775.367526
  nChanged 6
		SP:Iteration 5Q (9184.570000 sec): 3 clusters
  Score: Raw -42726.981029 + Penalty 1938.997690 = -40787.983339
  nChanged 4
		SP:Iteration 6Q (9184.570000 sec): 3 clusters
  Score: Raw -42732.140319 + Penalty 1938.997690 = -40793.142629
  nChanged 2
		SP:Iteration 7Q (9184.570000 sec): 3 clusters
  Score: Raw -42734.743979 + Penalty 1938.997690 = -40795.746288
  nChanged 1
		SP:Iteration 8Q (9184.570000 sec): 3 clusters
  Score: Raw -42737.031165 + Penalty 1938.997690 = -40798.033475
  nChanged 0
		SP:Iteration 9F (9184.570000 sec): 3 clusters
  Score: Raw -42737.031165 + Penalty 1938.997690 = -40798.033475
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9184.590000 sec): 2 clusters
  Score: Raw -219963.607799 + Penalty 1243.924020 = -218719.683779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9184.590000 sec): 3 clusters
  Score: Raw -219005.915279 + Penalty 2487.848041 = -216518.067239
  nChanged 794
		SP:Iteration 1F (9184.590000 sec): 3 clusters
  Score: Raw -219586.789628 + Penalty 2487.848041 = -217098.941587
  nChanged 208
		SP:Iteration 2F (9184.600000 sec): 3 clusters
  Score: Raw -219811.211382 + Penalty 2487.848041 = -217323.363341
  nChanged 154
		SP:Iteration 3F (9184.610000 sec): 3 clusters
  Score: Raw -220042.591063 + Penalty 2487.848041 = -217554.743023
  nChanged 163
		SP:Iteration 4F (9184.610000 sec): 3 clusters
  Score: Raw -220271.240089 + Penalty 2487.848041 = -217783.392049
  nChanged 136
		SP:Iteration 5F (9184.610000 sec): 3 clusters
  Score: Raw -220481.622553 + Penalty 2487.848041 = -217993.774513
  nChanged 129
		SP:Iteration 6F (9184.620000 sec): 3 clusters
  Score: Raw -220644.483000 + Penalty 2487.848041 = -218156.634960
  nChanged 102
		SP:Iteration 7Q (9184.630000 sec): 3 clusters
  Score: Raw -220759.297592 + Penalty 2487.848041 = -218271.449551
  nChanged 65
		SP:Iteration 8Q (9184.630000 sec): 3 clusters
  Score: Raw -220819.885754 + Penalty 2487.848041 = -218332.037713
  nChanged 43
		SP:Iteration 9Q (9184.630000 sec): 3 clusters
  Score: Raw -220856.535346 + Penalty 2487.848041 = -218368.687306
  nChanged 33
		SP:Iteration 10Q (9184.640000 sec): 3 clusters
  Score: Raw -220881.986518 + Penalty 2487.848041 = -218394.138477
  nChanged 27
		SP:Iteration 11Q (9184.650000 sec): 3 clusters
  Score: Raw -220900.206416 + Penalty 2487.848041 = -218412.358376
  nChanged 21
		SP:Iteration 12Q (9184.650000 sec): 3 clusters
  Score: Raw -220911.479375 + Penalty 2487.848041 = -218423.631334
  nChanged 15
		SP:Iteration 13Q (9184.650000 sec): 3 clusters
  Score: Raw -220920.340543 + Penalty 2487.848041 = -218432.492503
  nChanged 11
		SP:Iteration 14Q (9184.660000 sec): 3 clusters
  Score: Raw -220926.742740 + Penalty 2487.848041 = -218438.894700
  nChanged 7
		SP:Iteration 15Q (9184.660000 sec): 3 clusters
  Score: Raw -220930.584248 + Penalty 2487.848041 = -218442.736208
  nChanged 8
		SP:Iteration 16Q (9184.670000 sec): 3 clusters
  Score: Raw -220937.461434 + Penalty 2487.848041 = -218449.613394
  nChanged 11
		SP:Iteration 17Q (9184.670000 sec): 3 clusters
  Score: Raw -220943.832107 + Penalty 2487.848041 = -218455.984067
  nChanged 2
		SP:Iteration 18Q (9184.680000 sec): 3 clusters
  Score: Raw -220944.414508 + Penalty 2487.848041 = -218456.566467
  nChanged 2
		SP:Iteration 19Q (9184.680000 sec): 3 clusters
  Score: Raw -220944.997392 + Penalty 2487.848041 = -218457.149352
  nChanged 4
		SP:Iteration 20F (9184.690000 sec): 3 clusters
  Score: Raw -220946.558768 + Penalty 2487.848041 = -218458.710727
  nChanged 3
		SP:Iteration 21Q (9184.690000 sec): 3 clusters
  Score: Raw -220948.108770 + Penalty 2487.848041 = -218460.260730
  nChanged 3
		SP:Iteration 22Q (9184.690000 sec): 3 clusters
  Score: Raw -220950.147776 + Penalty 2487.848041 = -218462.299736
  nChanged 3
		SP:Iteration 23Q (9184.700000 sec): 3 clusters
  Score: Raw -220951.730067 + Penalty 2487.848041 = -218463.882027
  nChanged 1
		SP:Iteration 24Q (9184.710000 sec): 3 clusters
  Score: Raw -220952.102935 + Penalty 2487.848041 = -218464.254895
  nChanged 0
		SP:Iteration 25F (9184.710000 sec): 3 clusters
  Score: Raw -220952.102935 + Penalty 2487.848041 = -218464.254895
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (4903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9184.730000 sec): 2 clusters
  Score: Raw -506785.264681 + Penalty 1380.860413 = -505404.404268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9184.740000 sec): 3 clusters
  Score: Raw -504264.007891 + Penalty 2761.720826 = -501502.287065
  nChanged 2000
		SP:Iteration 1F (9184.750000 sec): 3 clusters
  Score: Raw -505730.448183 + Penalty 2761.720826 = -502968.727357
  nChanged 492
		SP:Iteration 2F (9184.770000 sec): 3 clusters
  Score: Raw -506220.932266 + Penalty 2761.720826 = -503459.211440
  nChanged 378
		SP:Iteration 3F (9184.780000 sec): 3 clusters
  Score: Raw -506557.568686 + Penalty 2761.720826 = -503795.847860
  nChanged 292
		SP:Iteration 4F (9184.790000 sec): 3 clusters
  Score: Raw -506794.416701 + Penalty 2761.720826 = -504032.695875
  nChanged 233
		SP:Iteration 5Q (9184.800000 sec): 3 clusters
  Score: Raw -506951.721434 + Penalty 2761.720826 = -504190.000608
  nChanged 160
		SP:Iteration 6Q (9184.810000 sec): 3 clusters
  Score: Raw -507045.321089 + Penalty 2761.720826 = -504283.600263
  nChanged 140
		SP:Iteration 7Q (9184.830000 sec): 3 clusters
  Score: Raw -507126.778796 + Penalty 2761.720826 = -504365.057969
  nChanged 119
		SP:Iteration 8Q (9184.840000 sec): 3 clusters
  Score: Raw -507194.831039 + Penalty 2761.720826 = -504433.110213
  nChanged 105
		SP:Iteration 9Q (9184.850000 sec): 3 clusters
  Score: Raw -507255.753867 + Penalty 2761.720826 = -504494.033041
  nChanged 101
		SP:Iteration 10Q (9184.860000 sec): 3 clusters
  Score: Raw -507306.453959 + Penalty 2761.720826 = -504544.733133
  nChanged 83
		SP:Iteration 11Q (9184.870000 sec): 3 clusters
  Score: Raw -507344.730681 + Penalty 2761.720826 = -504583.009855
  nChanged 81
		SP:Iteration 12Q (9184.890000 sec): 3 clusters
  Score: Raw -507373.692417 + Penalty 2761.720826 = -504611.971591
  nChanged 52
		SP:Iteration 13Q (9184.910000 sec): 3 clusters
  Score: Raw -507396.135546 + Penalty 2761.720826 = -504634.414720
  nChanged 51
		SP:Iteration 14Q (9184.920000 sec): 3 clusters
  Score: Raw -507413.697813 + Penalty 2761.720826 = -504651.976987
  nChanged 32
		SP:Iteration 15Q (9184.930000 sec): 3 clusters
  Score: Raw -507425.687529 + Penalty 2761.720826 = -504663.966703
  nChanged 27
		SP:Iteration 16Q (9184.940000 sec): 3 clusters
  Score: Raw -507433.279538 + Penalty 2761.720826 = -504671.558712
  nChanged 28
		SP:Iteration 17Q (9184.960000 sec): 3 clusters
  Score: Raw -507443.442563 + Penalty 2761.720826 = -504681.721737
  nChanged 31
		SP:Iteration 18Q (9184.970000 sec): 3 clusters
  Score: Raw -507453.099766 + Penalty 2761.720826 = -504691.378940
  nChanged 24
		SP:Iteration 19Q (9184.980000 sec): 3 clusters
  Score: Raw -507461.431164 + Penalty 2761.720826 = -504699.710338
  nChanged 16
		SP:Iteration 20F (9184.990000 sec): 3 clusters
  Score: Raw -507465.789172 + Penalty 2761.720826 = -504704.068346
  nChanged 17
		SP:Iteration 21Q (9185.000000 sec): 3 clusters
  Score: Raw -507469.611995 + Penalty 2761.720826 = -504707.891169
  nChanged 7
		SP:Iteration 22Q (9185.020000 sec): 3 clusters
  Score: Raw -507470.594491 + Penalty 2761.720826 = -504708.873665
  nChanged 3
		SP:Iteration 23Q (9185.020000 sec): 3 clusters
  Score: Raw -507470.937400 + Penalty 2761.720826 = -504709.216574
  nChanged 4
		SP:Iteration 24Q (9185.040000 sec): 3 clusters
  Score: Raw -507472.035502 + Penalty 2761.720826 = -504710.314675
  nChanged 7
		SP:Iteration 25Q (9185.050000 sec): 3 clusters
  Score: Raw -507473.939079 + Penalty 2761.720826 = -504712.218253
  nChanged 7
		SP:Iteration 26Q (9185.060000 sec): 3 clusters
  Score: Raw -507475.188309 + Penalty 2761.720826 = -504713.467483
  nChanged 3
		SP:Iteration 27Q (9185.070000 sec): 3 clusters
  Score: Raw -507476.011463 + Penalty 2761.720826 = -504714.290637
  nChanged 6
		SP:Iteration 28Q (9185.080000 sec): 3 clusters
  Score: Raw -507477.147414 + Penalty 2761.720826 = -504715.426587
  nChanged 5
		SP:Iteration 29Q (9185.090000 sec): 3 clusters
  Score: Raw -507477.913650 + Penalty 2761.720826 = -504716.192824
  nChanged 4
		SP:Iteration 30Q (9185.100000 sec): 3 clusters
  Score: Raw -507479.606371 + Penalty 2761.720826 = -504717.885545
  nChanged 6
		SP:Iteration 31Q (9185.120000 sec): 3 clusters
  Score: Raw -507480.826210 + Penalty 2761.720826 = -504719.105384
  nChanged 5
		SP:Iteration 32Q (9185.130000 sec): 3 clusters
  Score: Raw -507481.649840 + Penalty 2761.720826 = -504719.929014
  nChanged 4
		SP:Iteration 33Q (9185.140000 sec): 3 clusters
  Score: Raw -507482.245553 + Penalty 2761.720826 = -504720.524727
  nChanged 3
		SP:Iteration 34Q (9185.150000 sec): 3 clusters
  Score: Raw -507482.973475 + Penalty 2761.720826 = -504721.252649
  nChanged 5
		SP:Iteration 35Q (9185.160000 sec): 3 clusters
  Score: Raw -507484.017952 + Penalty 2761.720826 = -504722.297126
  nChanged 6
		SP:Iteration 36Q (9185.170000 sec): 3 clusters
  Score: Raw -507485.214571 + Penalty 2761.720826 = -504723.493745
  nChanged 6
		SP:Iteration 37Q (9185.180000 sec): 3 clusters
  Score: Raw -507486.395318 + Penalty 2761.720826 = -504724.674492
  nChanged 6
		SP:Iteration 38Q (9185.200000 sec): 3 clusters
  Score: Raw -507487.941818 + Penalty 2761.720826 = -504726.220992
  nChanged 5
		SP:Iteration 39Q (9185.210000 sec): 3 clusters
  Score: Raw -507489.427044 + Penalty 2761.720826 = -504727.706218
  nChanged 7
		SP:Iteration 40F (9185.220000 sec): 3 clusters
  Score: Raw -507490.432748 + Penalty 2761.720826 = -504728.711922
  nChanged 2
		SP:Iteration 41Q (9185.230000 sec): 3 clusters
  Score: Raw -507490.656564 + Penalty 2761.720826 = -504728.935738
  nChanged 1
		SP:Iteration 42Q (9185.240000 sec): 3 clusters
  Score: Raw -507490.870236 + Penalty 2761.720826 = -504729.149410
  nChanged 2
		SP:Iteration 43Q (9185.250000 sec): 3 clusters
  Score: Raw -507491.152165 + Penalty 2761.720826 = -504729.431339
  nChanged 1
		SP:Iteration 44Q (9185.260000 sec): 3 clusters
  Score: Raw -507491.493124 + Penalty 2761.720826 = -504729.772298
  nChanged 1
		SP:Iteration 45Q (9185.280000 sec): 3 clusters
  Score: Raw -507491.667906 + Penalty 2761.720826 = -504729.947080
  nChanged 1
		SP:Iteration 46Q (9185.290000 sec): 3 clusters
  Score: Raw -507491.740430 + Penalty 2761.720826 = -504730.019604
  nChanged 0
		SP:Iteration 47F (9185.300000 sec): 3 clusters
  Score: Raw -507491.740430 + Penalty 2761.720826 = -504730.019604
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (2084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9185.310000 sec): 2 clusters
  Score: Raw -210765.086156 + Penalty 1241.832215 = -209523.253941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9185.320000 sec): 3 clusters
  Score: Raw -209904.518125 + Penalty 2483.664431 = -207420.853694
  nChanged 745
		SP:Iteration 1F (9185.320000 sec): 3 clusters
  Score: Raw -210516.145981 + Penalty 2483.664431 = -208032.481550
  nChanged 184
		SP:Iteration 2F (9185.330000 sec): 3 clusters
  Score: Raw -210739.485981 + Penalty 2483.664431 = -208255.821550
  nChanged 153
		SP:Iteration 3F (9185.340000 sec): 3 clusters
  Score: Raw -210924.280342 + Penalty 2483.664431 = -208440.615911
  nChanged 114
		SP:Iteration 4F (9185.340000 sec): 3 clusters
  Score: Raw -211067.659286 + Penalty 2483.664431 = -208583.994855
  nChanged 105
		SP:Iteration 5F (9185.340000 sec): 3 clusters
  Score: Raw -211187.859891 + Penalty 2483.664431 = -208704.195460
  nChanged 81
		SP:Iteration 6Q (9185.350000 sec): 3 clusters
  Score: Raw -211280.663952 + Penalty 2483.664431 = -208796.999521
  nChanged 53
		SP:Iteration 7Q (9185.350000 sec): 3 clusters
  Score: Raw -211334.058031 + Penalty 2483.664431 = -208850.393600
  nChanged 44
		SP:Iteration 8Q (9185.360000 sec): 3 clusters
  Score: Raw -211365.738082 + Penalty 2483.664431 = -208882.073651
  nChanged 38
		SP:Iteration 9Q (9185.360000 sec): 3 clusters
  Score: Raw -211394.335448 + Penalty 2483.664431 = -208910.671017
  nChanged 20
		SP:Iteration 10Q (9185.360000 sec): 3 clusters
  Score: Raw -211404.200542 + Penalty 2483.664431 = -208920.536111
  nChanged 10
		SP:Iteration 11Q (9185.370000 sec): 3 clusters
  Score: Raw -211409.977261 + Penalty 2483.664431 = -208926.312830
  nChanged 14
		SP:Iteration 12Q (9185.380000 sec): 3 clusters
  Score: Raw -211417.499227 + Penalty 2483.664431 = -208933.834796
  nChanged 7
		SP:Iteration 13Q (9185.380000 sec): 3 clusters
  Score: Raw -211421.772825 + Penalty 2483.664431 = -208938.108394
  nChanged 3
		SP:Iteration 14Q (9185.380000 sec): 3 clusters
  Score: Raw -211422.978902 + Penalty 2483.664431 = -208939.314471
  nChanged 1
		SP:Iteration 15Q (9185.390000 sec): 3 clusters
  Score: Raw -211423.848597 + Penalty 2483.664431 = -208940.184166
  nChanged 1
		SP:Iteration 16Q (9185.400000 sec): 3 clusters
  Score: Raw -211424.103673 + Penalty 2483.664431 = -208940.439242
  nChanged 0
		SP:Iteration 17F (9185.400000 sec): 3 clusters
  Score: Raw -211424.103673 + Penalty 2483.664431 = -208940.439242
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (67036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9185.620000 sec): 2 clusters
  Score: Raw -7916864.711744 + Penalty 1805.860073 = -7915058.851671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9185.820000 sec): 3 clusters
  Score: Raw -7873930.521625 + Penalty 3611.720147 = -7870318.801479
  nChanged 31769
		SP:Iteration 1F (9186.010000 sec): 3 clusters
  Score: Raw -7892592.949350 + Penalty 3611.720147 = -7888981.229203
  nChanged 2824
		SP:Iteration 2Q (9186.210000 sec): 3 clusters
  Score: Raw -7893680.359242 + Penalty 3611.720147 = -7890068.639096
  nChanged 3312
		SP:Iteration 3Q (9186.390000 sec): 3 clusters
  Score: Raw -7895373.405322 + Penalty 3611.720147 = -7891761.685175
  nChanged 3960
		SP:Iteration 4F (9186.570000 sec): 3 clusters
  Score: Raw -7897899.598473 + Penalty 3611.720147 = -7894287.878326
  nChanged 4612
		SP:Iteration 5F (9186.750000 sec): 3 clusters
  Score: Raw -7901359.969535 + Penalty 3611.720147 = -7897748.249389
  nChanged 4936
		SP:Iteration 6F (9186.940000 sec): 3 clusters
  Score: Raw -7905480.725784 + Penalty 3611.720147 = -7901869.005637
  nChanged 4338
		SP:Iteration 7F (9187.120000 sec): 3 clusters
  Score: Raw -7909220.552806 + Penalty 3611.720147 = -7905608.832659
  nChanged 3206
		SP:Iteration 8Q (9187.290000 sec): 3 clusters
  Score: Raw -7911898.457201 + Penalty 3611.720147 = -7908286.737054
  nChanged 2139
		SP:Iteration 9Q (9187.460000 sec): 3 clusters
  Score: Raw -7913605.819002 + Penalty 3611.720147 = -7909994.098855
  nChanged 1500
		SP:Iteration 10Q (9187.620000 sec): 3 clusters
  Score: Raw -7914676.526681 + Penalty 3611.720147 = -7911064.806534
  nChanged 1015
		SP:Iteration 11Q (9187.770000 sec): 3 clusters
  Score: Raw -7915342.153841 + Penalty 3611.720147 = -7911730.433694
  nChanged 735
		SP:Iteration 12Q (9187.930000 sec): 3 clusters
  Score: Raw -7915802.294457 + Penalty 3611.720147 = -7912190.574310
  nChanged 564
		SP:Iteration 13Q (9188.070000 sec): 3 clusters
  Score: Raw -7916132.314023 + Penalty 3611.720147 = -7912520.593876
  nChanged 443
		SP:Iteration 14Q (9188.200000 sec): 3 clusters
  Score: Raw -7916382.509774 + Penalty 3611.720147 = -7912770.789627
  nChanged 329
		SP:Iteration 15Q (9188.340000 sec): 3 clusters
  Score: Raw -7916560.200491 + Penalty 3611.720147 = -7912948.480344
  nChanged 260
		SP:Iteration 16Q (9188.470000 sec): 3 clusters
  Score: Raw -7916691.187245 + Penalty 3611.720147 = -7913079.467098
  nChanged 224
		SP:Iteration 17Q (9188.600000 sec): 3 clusters
  Score: Raw -7916808.010016 + Penalty 3611.720147 = -7913196.289869
  nChanged 173
		SP:Iteration 18Q (9188.730000 sec): 3 clusters
  Score: Raw -7916892.516867 + Penalty 3611.720147 = -7913280.796720
  nChanged 132
		SP:Iteration 19Q (9188.860000 sec): 3 clusters
  Score: Raw -7916965.474468 + Penalty 3611.720147 = -7913353.754322
  nChanged 103
		SP:Iteration 20F (9189.040000 sec): 3 clusters
  Score: Raw -7917019.969573 + Penalty 3611.720147 = -7913408.249426
  nChanged 79
		SP:Iteration 21Q (9189.170000 sec): 3 clusters
  Score: Raw -7917055.857591 + Penalty 3611.720147 = -7913444.137444
  nChanged 64
		SP:Iteration 22Q (9189.300000 sec): 3 clusters
  Score: Raw -7917088.320793 + Penalty 3611.720147 = -7913476.600646
  nChanged 41
		SP:Iteration 23Q (9189.430000 sec): 3 clusters
  Score: Raw -7917110.887154 + Penalty 3611.720147 = -7913499.167007
  nChanged 33
		SP:Iteration 24Q (9189.560000 sec): 3 clusters
  Score: Raw -7917127.732012 + Penalty 3611.720147 = -7913516.011865
  nChanged 19
		SP:Iteration 25Q (9189.680000 sec): 3 clusters
  Score: Raw -7917135.972032 + Penalty 3611.720147 = -7913524.251885
  nChanged 14
		SP:Iteration 26Q (9189.810000 sec): 3 clusters
  Score: Raw -7917143.229143 + Penalty 3611.720147 = -7913531.508996
  nChanged 16
		SP:Iteration 27Q (9189.940000 sec): 3 clusters
  Score: Raw -7917151.773941 + Penalty 3611.720147 = -7913540.053794
  nChanged 15
		SP:Iteration 28Q (9190.060000 sec): 3 clusters
  Score: Raw -7917161.596141 + Penalty 3611.720147 = -7913549.875994
  nChanged 14
		SP:Iteration 29Q (9190.190000 sec): 3 clusters
  Score: Raw -7917169.617121 + Penalty 3611.720147 = -7913557.896974
  nChanged 12
		SP:Iteration 30Q (9190.320000 sec): 3 clusters
  Score: Raw -7917176.147383 + Penalty 3611.720147 = -7913564.427236
  nChanged 12
		SP:Iteration 31Q (9190.460000 sec): 3 clusters
  Score: Raw -7917181.407955 + Penalty 3611.720147 = -7913569.687808
  nChanged 9
		SP:Iteration 32Q (9190.590000 sec): 3 clusters
  Score: Raw -7917186.512468 + Penalty 3611.720147 = -7913574.792321
  nChanged 5
		SP:Iteration 33Q (9190.710000 sec): 3 clusters
  Score: Raw -7917189.017030 + Penalty 3611.720147 = -7913577.296883
  nChanged 2
		SP:Iteration 34Q (9190.840000 sec): 3 clusters
  Score: Raw -7917190.026509 + Penalty 3611.720147 = -7913578.306362
  nChanged 2
		SP:Iteration 35Q (9190.970000 sec): 3 clusters
  Score: Raw -7917190.836667 + Penalty 3611.720147 = -7913579.116520
  nChanged 0
		SP:Iteration 36F (9191.150000 sec): 3 clusters
  Score: Raw -7917190.836667 + Penalty 3611.720147 = -7913579.116520
  nChanged 0
Iteration 139Q (9226.980000 sec): 71 clusters
  Score: Raw -155774825.199831 + Penalty 160823.108588 = -155614002.091242
  nChanged 2831
Iteration 140F (9313.390000 sec): 71 clusters
  Score: Raw -155776351.277637 + Penalty 160823.108588 = -155615528.169049
  nChanged 2583
Iteration 141Q (9323.210000 sec): 71 clusters
  Score: Raw -155777178.597570 + Penalty 160823.108588 = -155616355.488982
  nChanged 2070
Iteration 142Q (9332.970000 sec): 71 clusters
  Score: Raw -155777697.159690 + Penalty 160823.108588 = -155616874.051102
  nChanged 1756
Iteration 143Q (9342.670000 sec): 71 clusters
  Score: Raw -155778057.520051 + Penalty 160823.108588 = -155617234.411463
  nChanged 1559
Iteration 144Q (9352.720000 sec): 71 clusters
  Score: Raw -155778340.246852 + Penalty 160823.108588 = -155617517.138264
  nChanged 1386
Iteration 145Q (9362.620000 sec): 71 clusters
  Score: Raw -155778566.462917 + Penalty 160823.108588 = -155617743.354329
  nChanged 1381
Iteration 146Q (9372.310000 sec): 71 clusters
  Score: Raw -155778782.381534 + Penalty 160823.108588 = -155617959.272945
  nChanged 1298
Iteration 147Q (9381.970000 sec): 71 clusters
  Score: Raw -155778962.271568 + Penalty 160823.108588 = -155618139.162980
  nChanged 1153
Iteration 148Q (9391.600000 sec): 71 clusters
  Score: Raw -155779114.899246 + Penalty 160823.108588 = -155618291.790658
  nChanged 1122
Iteration 149Q (9401.280000 sec): 71 clusters
  Score: Raw -155779262.892841 + Penalty 160823.108588 = -155618439.784252
  nChanged 1123
Iteration 150Q (9410.960000 sec): 71 clusters
  Score: Raw -155779400.714580 + Penalty 160823.108588 = -155618577.605991
  nChanged 1053
Iteration 151Q (9420.670000 sec): 71 clusters
  Score: Raw -155779520.791339 + Penalty 160823.108588 = -155618697.682751
  nChanged 955
Iteration 152Q (9430.450000 sec): 71 clusters
  Score: Raw -155779628.784705 + Penalty 160823.108588 = -155618805.676117
  nChanged 916
Iteration 153Q (9440.090000 sec): 71 clusters
  Score: Raw -155779737.692636 + Penalty 160823.108588 = -155618914.584048
  nChanged 898
Iteration 154Q (9449.730000 sec): 71 clusters
  Score: Raw -155779844.148258 + Penalty 160823.108588 = -155619021.039670
  nChanged 936
Iteration 155Q (9459.490000 sec): 71 clusters
  Score: Raw -155779958.608002 + Penalty 160823.108588 = -155619135.499414
  nChanged 916
Iteration 156Q (9469.110000 sec): 71 clusters
  Score: Raw -155780081.647347 + Penalty 160823.108588 = -155619258.538759
  nChanged 924
Iteration 157Q (9478.700000 sec): 71 clusters
  Score: Raw -155780211.133742 + Penalty 160823.108588 = -155619388.025153
  nChanged 928
Iteration 158Q (9488.290000 sec): 71 clusters
  Score: Raw -155780334.502376 + Penalty 160823.108588 = -155619511.393788
  nChanged 887
Iteration 159Q (9497.930000 sec): 71 clusters
  Score: Raw -155780455.407595 + Penalty 160823.108588 = -155619632.299007
  nChanged 898
Iteration 160F (9583.570000 sec): 71 clusters
  Score: Raw -155780588.219113 + Penalty 160823.108588 = -155619765.110524
  nChanged 869
Iteration 161Q (9593.630000 sec): 71 clusters
  Score: Raw -155780707.001217 + Penalty 160823.108588 = -155619883.892629
  nChanged 874
Iteration 162Q (9603.890000 sec): 71 clusters
  Score: Raw -155780824.570276 + Penalty 160823.108588 = -155620001.461687
  nChanged 835
Iteration 163Q (9613.770000 sec): 71 clusters
  Score: Raw -155780937.125179 + Penalty 160823.108588 = -155620114.016590
  nChanged 836
Iteration 164Q (9623.600000 sec): 71 clusters
  Score: Raw -155781035.864043 + Penalty 160823.108588 = -155620212.755455
  nChanged 780
Iteration 165Q (9633.520000 sec): 71 clusters
  Score: Raw -155781123.613402 + Penalty 160823.108588 = -155620300.504814
  nChanged 779
Iteration 166Q (9643.340000 sec): 71 clusters
  Score: Raw -155781205.227297 + Penalty 160823.108588 = -155620382.118709
  nChanged 720
Iteration 167Q (9653.050000 sec): 71 clusters
  Score: Raw -155781285.717076 + Penalty 160823.108588 = -155620462.608488
  nChanged 725
Iteration 168Q (9662.750000 sec): 71 clusters
  Score: Raw -155781361.737801 + Penalty 160823.108588 = -155620538.629213
  nChanged 689
Iteration 169Q (9672.440000 sec): 71 clusters
  Score: Raw -155781429.279732 + Penalty 160823.108588 = -155620606.171143
  nChanged 681
Iteration 170Q (9682.160000 sec): 71 clusters
  Score: Raw -155781496.194592 + Penalty 160823.108588 = -155620673.086003
  nChanged 698
Iteration 171Q (9691.860000 sec): 71 clusters
  Score: Raw -155781558.607726 + Penalty 160823.108588 = -155620735.499138
  nChanged 680
Iteration 172Q (9701.590000 sec): 71 clusters
  Score: Raw -155781618.501002 + Penalty 160823.108588 = -155620795.392414
  nChanged 681
Iteration 173Q (9711.270000 sec): 71 clusters
  Score: Raw -155781678.756964 + Penalty 160823.108588 = -155620855.648376
  nChanged 657
Iteration 174Q (9720.860000 sec): 71 clusters
  Score: Raw -155781734.922065 + Penalty 160823.108588 = -155620911.813477
  nChanged 642
Iteration 175Q (9730.580000 sec): 71 clusters
  Score: Raw -155781786.569942 + Penalty 160823.108588 = -155620963.461354
  nChanged 602
Iteration 176Q (9740.320000 sec): 71 clusters
  Score: Raw -155781834.800551 + Penalty 160823.108588 = -155621011.691963
  nChanged 605
Iteration 177Q (9750.040000 sec): 71 clusters
  Score: Raw -155781881.155762 + Penalty 160823.108588 = -155621058.047173
  nChanged 542
Iteration 178Q (9759.720000 sec): 71 clusters
  Score: Raw -155781921.506926 + Penalty 160823.108588 = -155621098.398338
  nChanged 504
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155781921.506926 + Penalty 160823.108588 = -155621098.398338
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (61615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9762.090000 sec): 2 clusters
  Score: Raw -7151087.547116 + Penalty 1792.157352 = -7149295.389765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9762.260000 sec): 3 clusters
  Score: Raw -7111843.891507 + Penalty 3584.314704 = -7108259.576804
  nChanged 29095
		SP:Iteration 1F (9762.440000 sec): 3 clusters
  Score: Raw -7128095.776979 + Penalty 3584.314704 = -7124511.462276
  nChanged 2407
		SP:Iteration 2Q (9762.610000 sec): 3 clusters
  Score: Raw -7128868.938099 + Penalty 3584.314704 = -7125284.623395
  nChanged 2994
		SP:Iteration 3Q (9762.790000 sec): 3 clusters
  Score: Raw -7130170.710580 + Penalty 3584.314704 = -7126586.395877
  nChanged 3848
		SP:Iteration 4F (9762.980000 sec): 3 clusters
  Score: Raw -7132286.013468 + Penalty 3584.314704 = -7128701.698765
  nChanged 4551
		SP:Iteration 5F (9763.150000 sec): 3 clusters
  Score: Raw -7135306.205638 + Penalty 3584.314704 = -7131721.890934
  nChanged 4760
		SP:Iteration 6F (9763.320000 sec): 3 clusters
  Score: Raw -7138720.078418 + Penalty 3584.314704 = -7135135.763715
  nChanged 4295
		SP:Iteration 7F (9763.500000 sec): 3 clusters
  Score: Raw -7141819.952358 + Penalty 3584.314704 = -7138235.637655
  nChanged 3495
		SP:Iteration 8F (9763.680000 sec): 3 clusters
  Score: Raw -7144520.336358 + Penalty 3584.314704 = -7140936.021654
  nChanged 2792
		SP:Iteration 9Q (9763.850000 sec): 3 clusters
  Score: Raw -7146846.390066 + Penalty 3584.314704 = -7143262.075362
  nChanged 2084
		SP:Iteration 10Q (9764.030000 sec): 3 clusters
  Score: Raw -7148636.702772 + Penalty 3584.314704 = -7145052.388068
  nChanged 1427
		SP:Iteration 11Q (9764.200000 sec): 3 clusters
  Score: Raw -7149811.825960 + Penalty 3584.314704 = -7146227.511256
  nChanged 861
		SP:Iteration 12Q (9764.360000 sec): 3 clusters
  Score: Raw -7150495.090325 + Penalty 3584.314704 = -7146910.775621
  nChanged 488
		SP:Iteration 13Q (9764.510000 sec): 3 clusters
  Score: Raw -7150861.889848 + Penalty 3584.314704 = -7147277.575145
  nChanged 254
		SP:Iteration 14Q (9764.650000 sec): 3 clusters
  Score: Raw -7151036.800931 + Penalty 3584.314704 = -7147452.486227
  nChanged 155
		SP:Iteration 15Q (9764.780000 sec): 3 clusters
  Score: Raw -7151140.525248 + Penalty 3584.314704 = -7147556.210544
  nChanged 90
		SP:Iteration 16Q (9764.900000 sec): 3 clusters
  Score: Raw -7151194.790126 + Penalty 3584.314704 = -7147610.475423
  nChanged 53
		SP:Iteration 17Q (9765.020000 sec): 3 clusters
  Score: Raw -7151227.366078 + Penalty 3584.314704 = -7147643.051374
  nChanged 35
		SP:Iteration 18Q (9765.150000 sec): 3 clusters
  Score: Raw -7151248.948506 + Penalty 3584.314704 = -7147664.633803
  nChanged 25
		SP:Iteration 19Q (9765.270000 sec): 3 clusters
  Score: Raw -7151263.142258 + Penalty 3584.314704 = -7147678.827554
  nChanged 17
		SP:Iteration 20F (9765.430000 sec): 3 clusters
  Score: Raw -7151274.121315 + Penalty 3584.314704 = -7147689.806611
  nChanged 15
		SP:Iteration 21Q (9765.550000 sec): 3 clusters
  Score: Raw -7151286.777848 + Penalty 3584.314704 = -7147702.463145
  nChanged 16
		SP:Iteration 22Q (9765.680000 sec): 3 clusters
  Score: Raw -7151298.020822 + Penalty 3584.314704 = -7147713.706119
  nChanged 11
		SP:Iteration 23Q (9765.800000 sec): 3 clusters
  Score: Raw -7151307.241821 + Penalty 3584.314704 = -7147722.927117
  nChanged 12
		SP:Iteration 24Q (9765.920000 sec): 3 clusters
  Score: Raw -7151313.822324 + Penalty 3584.314704 = -7147729.507621
  nChanged 8
		SP:Iteration 25Q (9766.040000 sec): 3 clusters
  Score: Raw -7151319.827029 + Penalty 3584.314704 = -7147735.512325
  nChanged 8
		SP:Iteration 26Q (9766.160000 sec): 3 clusters
  Score: Raw -7151324.667093 + Penalty 3584.314704 = -7147740.352389
  nChanged 3
		SP:Iteration 27Q (9766.290000 sec): 3 clusters
  Score: Raw -7151326.476182 + Penalty 3584.314704 = -7147742.161479
  nChanged 2
		SP:Iteration 28Q (9766.410000 sec): 3 clusters
  Score: Raw -7151328.029895 + Penalty 3584.314704 = -7147743.715191
  nChanged 3
		SP:Iteration 29Q (9766.520000 sec): 3 clusters
  Score: Raw -7151329.199926 + Penalty 3584.314704 = -7147744.885222
  nChanged 2
		SP:Iteration 30Q (9766.640000 sec): 3 clusters
  Score: Raw -7151330.362912 + Penalty 3584.314704 = -7147746.048208
  nChanged 2
		SP:Iteration 31Q (9766.760000 sec): 3 clusters
  Score: Raw -7151331.594104 + Penalty 3584.314704 = -7147747.279401
  nChanged 1
		SP:Iteration 32Q (9766.870000 sec): 3 clusters
  Score: Raw -7151331.765237 + Penalty 3584.314704 = -7147747.450533
  nChanged 0
		SP:Iteration 33F (9767.020000 sec): 3 clusters
  Score: Raw -7151331.765237 + Penalty 3584.314704 = -7147747.450533
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9767.060000 sec): 2 clusters
  Score: Raw -52754.979356 + Penalty 1030.308387 = -51724.670969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9767.060000 sec): 3 clusters
  Score: Raw -52711.182461 + Penalty 2060.616774 = -50650.565687
  nChanged 161
		SP:Iteration 1F (9767.060000 sec): 3 clusters
  Score: Raw -52912.947409 + Penalty 2060.616774 = -50852.330635
  nChanged 26
		SP:Iteration 2Q (9767.060000 sec): 3 clusters
  Score: Raw -52956.212471 + Penalty 2060.616774 = -50895.595697
  nChanged 17
		SP:Iteration 3Q (9767.060000 sec): 3 clusters
  Score: Raw -52983.622119 + Penalty 2060.616774 = -50923.005345
  nChanged 13
		SP:Iteration 4Q (9767.070000 sec): 3 clusters
  Score: Raw -53011.072913 + Penalty 2060.616774 = -50950.456139
  nChanged 11
		SP:Iteration 5Q (9767.070000 sec): 3 clusters
  Score: Raw -53028.922186 + Penalty 2060.616774 = -50968.305412
  nChanged 8
		SP:Iteration 6Q (9767.070000 sec): 3 clusters
  Score: Raw -53043.407349 + Penalty 2060.616774 = -50982.790576
  nChanged 5
		SP:Iteration 7Q (9767.070000 sec): 3 clusters
  Score: Raw -53049.989868 + Penalty 2060.616774 = -50989.373094
  nChanged 5
		SP:Iteration 8Q (9767.070000 sec): 3 clusters
  Score: Raw -53054.603597 + Penalty 2060.616774 = -50993.986823
  nChanged 2
		SP:Iteration 9Q (9767.070000 sec): 3 clusters
  Score: Raw -53057.513143 + Penalty 2060.616774 = -50996.896369
  nChanged 2
		SP:Iteration 10Q (9767.080000 sec): 3 clusters
  Score: Raw -53059.081984 + Penalty 2060.616774 = -50998.465210
  nChanged 1
		SP:Iteration 11Q (9767.080000 sec): 3 clusters
  Score: Raw -53059.958827 + Penalty 2060.616774 = -50999.342053
  nChanged 2
		SP:Iteration 12Q (9767.080000 sec): 3 clusters
  Score: Raw -53061.360271 + Penalty 2060.616774 = -51000.743497
  nChanged 2
		SP:Iteration 13Q (9767.080000 sec): 3 clusters
  Score: Raw -53063.270675 + Penalty 2060.616774 = -51002.653901
  nChanged 0
		SP:Iteration 14F (9767.080000 sec): 3 clusters
  Score: Raw -53063.270675 + Penalty 2060.616774 = -51002.653901
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9767.090000 sec): 2 clusters
  Score: Raw -447161.882145 + Penalty 1345.327100 = -445816.555044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9767.100000 sec): 3 clusters
  Score: Raw -445158.723522 + Penalty 2690.654201 = -442468.069321
  nChanged 1578
		SP:Iteration 1F (9767.110000 sec): 3 clusters
  Score: Raw -446107.020946 + Penalty 2690.654201 = -443416.366746
  nChanged 374
		SP:Iteration 2F (9767.120000 sec): 3 clusters
  Score: Raw -446400.888371 + Penalty 2690.654201 = -443710.234170
  nChanged 277
		SP:Iteration 3F (9767.130000 sec): 3 clusters
  Score: Raw -446636.245401 + Penalty 2690.654201 = -443945.591200
  nChanged 249
		SP:Iteration 4F (9767.140000 sec): 3 clusters
  Score: Raw -446873.890292 + Penalty 2690.654201 = -444183.236091
  nChanged 227
		SP:Iteration 5F (9767.150000 sec): 3 clusters
  Score: Raw -447139.134041 + Penalty 2690.654201 = -444448.479840
  nChanged 231
		SP:Iteration 6F (9767.160000 sec): 3 clusters
  Score: Raw -447405.902393 + Penalty 2690.654201 = -444715.248192
  nChanged 204
		SP:Iteration 7F (9767.170000 sec): 3 clusters
  Score: Raw -447563.251435 + Penalty 2690.654201 = -444872.597234
  nChanged 129
		SP:Iteration 8Q (9767.180000 sec): 3 clusters
  Score: Raw -447651.102754 + Penalty 2690.654201 = -444960.448553
  nChanged 86
		SP:Iteration 9Q (9767.190000 sec): 3 clusters
  Score: Raw -447686.597748 + Penalty 2690.654201 = -444995.943547
  nChanged 45
		SP:Iteration 10Q (9767.200000 sec): 3 clusters
  Score: Raw -447706.391194 + Penalty 2690.654201 = -445015.736993
  nChanged 39
		SP:Iteration 11Q (9767.210000 sec): 3 clusters
  Score: Raw -447724.865348 + Penalty 2690.654201 = -445034.211148
  nChanged 35
		SP:Iteration 12Q (9767.220000 sec): 3 clusters
  Score: Raw -447735.183923 + Penalty 2690.654201 = -445044.529723
  nChanged 18
		SP:Iteration 13Q (9767.220000 sec): 3 clusters
  Score: Raw -447739.112416 + Penalty 2690.654201 = -445048.458215
  nChanged 10
		SP:Iteration 14Q (9767.240000 sec): 3 clusters
  Score: Raw -447742.844310 + Penalty 2690.654201 = -445052.190109
  nChanged 13
		SP:Iteration 15Q (9767.240000 sec): 3 clusters
  Score: Raw -447747.184308 + Penalty 2690.654201 = -445056.530107
  nChanged 9
		SP:Iteration 16Q (9767.250000 sec): 3 clusters
  Score: Raw -447749.307724 + Penalty 2690.654201 = -445058.653523
  nChanged 3
		SP:Iteration 17Q (9767.260000 sec): 3 clusters
  Score: Raw -447750.736756 + Penalty 2690.654201 = -445060.082555
  nChanged 5
		SP:Iteration 18Q (9767.270000 sec): 3 clusters
  Score: Raw -447752.758840 + Penalty 2690.654201 = -445062.104639
  nChanged 7
		SP:Iteration 19Q (9767.280000 sec): 3 clusters
  Score: Raw -447754.759866 + Penalty 2690.654201 = -445064.105665
  nChanged 4
		SP:Iteration 20F (9767.290000 sec): 3 clusters
  Score: Raw -447756.199044 + Penalty 2690.654201 = -445065.544843
  nChanged 5
		SP:Iteration 21Q (9767.300000 sec): 3 clusters
  Score: Raw -447757.299956 + Penalty 2690.654201 = -445066.645756
  nChanged 4
		SP:Iteration 22Q (9767.310000 sec): 3 clusters
  Score: Raw -447758.197174 + Penalty 2690.654201 = -445067.542973
  nChanged 7
		SP:Iteration 23Q (9767.320000 sec): 3 clusters
  Score: Raw -447760.124902 + Penalty 2690.654201 = -445069.470702
  nChanged 5
		SP:Iteration 24Q (9767.330000 sec): 3 clusters
  Score: Raw -447761.051925 + Penalty 2690.654201 = -445070.397724
  nChanged 3
		SP:Iteration 25Q (9767.340000 sec): 3 clusters
  Score: Raw -447761.940008 + Penalty 2690.654201 = -445071.285808
  nChanged 2
		SP:Iteration 26Q (9767.340000 sec): 3 clusters
  Score: Raw -447762.469891 + Penalty 2690.654201 = -445071.815691
  nChanged 0
		SP:Iteration 27F (9767.360000 sec): 3 clusters
  Score: Raw -447762.469891 + Penalty 2690.654201 = -445071.815691
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9767.360000 sec): 2 clusters
  Score: Raw -105506.180495 + Penalty 1117.895318 = -104388.285176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9767.360000 sec): 3 clusters
  Score: Raw -105233.990607 + Penalty 2235.790636 = -102998.199971
  nChanged 295
		SP:Iteration 1F (9767.370000 sec): 3 clusters
  Score: Raw -105657.111336 + Penalty 2235.790636 = -103421.320700
  nChanged 104
		SP:Iteration 2F (9767.370000 sec): 3 clusters
  Score: Raw -105929.423474 + Penalty 2235.790636 = -103693.632837
  nChanged 77
		SP:Iteration 3F (9767.370000 sec): 3 clusters
  Score: Raw -106078.842008 + Penalty 2235.790636 = -103843.051372
  nChanged 54
		SP:Iteration 4F (9767.380000 sec): 3 clusters
  Score: Raw -106170.005183 + Penalty 2235.790636 = -103934.214547
  nChanged 36
		SP:Iteration 5Q (9767.380000 sec): 3 clusters
  Score: Raw -106237.307168 + Penalty 2235.790636 = -104001.516532
  nChanged 22
		SP:Iteration 6Q (9767.380000 sec): 3 clusters
  Score: Raw -106289.341505 + Penalty 2235.790636 = -104053.550869
  nChanged 17
		SP:Iteration 7Q (9767.380000 sec): 3 clusters
  Score: Raw -106313.800372 + Penalty 2235.790636 = -104078.009736
  nChanged 12
		SP:Iteration 8Q (9767.380000 sec): 3 clusters
  Score: Raw -106343.347293 + Penalty 2235.790636 = -104107.556656
  nChanged 12
		SP:Iteration 9Q (9767.380000 sec): 3 clusters
  Score: Raw -106373.243458 + Penalty 2235.790636 = -104137.452822
  nChanged 12
		SP:Iteration 10Q (9767.390000 sec): 3 clusters
  Score: Raw -106394.715855 + Penalty 2235.790636 = -104158.925219
  nChanged 6
		SP:Iteration 11Q (9767.390000 sec): 3 clusters
  Score: Raw -106406.135265 + Penalty 2235.790636 = -104170.344629
  nChanged 7
		SP:Iteration 12Q (9767.390000 sec): 3 clusters
  Score: Raw -106413.334346 + Penalty 2235.790636 = -104177.543710
  nChanged 10
		SP:Iteration 13Q (9767.390000 sec): 3 clusters
  Score: Raw -106424.648278 + Penalty 2235.790636 = -104188.857642
  nChanged 7
		SP:Iteration 14Q (9767.400000 sec): 3 clusters
  Score: Raw -106432.926332 + Penalty 2235.790636 = -104197.135696
  nChanged 3
		SP:Iteration 15Q (9767.400000 sec): 3 clusters
  Score: Raw -106434.925573 + Penalty 2235.790636 = -104199.134936
  nChanged 0
		SP:Iteration 16F (9767.400000 sec): 3 clusters
  Score: Raw -106435.166633 + Penalty 2235.790636 = -104199.375997
  nChanged 1
		SP:Iteration 17Q (9767.400000 sec): 3 clusters
  Score: Raw -106436.946420 + Penalty 2235.790636 = -104201.155784
  nChanged 3
		SP:Iteration 18Q (9767.400000 sec): 3 clusters
  Score: Raw -106442.798242 + Penalty 2235.790636 = -104207.007605
  nChanged 6
		SP:Iteration 19Q (9767.410000 sec): 3 clusters
  Score: Raw -106462.128387 + Penalty 2235.790636 = -104226.337750
  nChanged 13
		SP:Iteration 20F (9767.410000 sec): 3 clusters
  Score: Raw -106505.688185 + Penalty 2235.790636 = -104269.897549
  nChanged 19
		SP:Iteration 21Q (9767.410000 sec): 3 clusters
  Score: Raw -106565.290686 + Penalty 2235.790636 = -104329.500049
  nChanged 19
		SP:Iteration 22Q (9767.410000 sec): 3 clusters
  Score: Raw -106611.388954 + Penalty 2235.790636 = -104375.598317
  nChanged 17
		SP:Iteration 23Q (9767.420000 sec): 3 clusters
  Score: Raw -106660.572129 + Penalty 2235.790636 = -104424.781492
  nChanged 18
		SP:Iteration 24Q (9767.420000 sec): 3 clusters
  Score: Raw -106755.261583 + Penalty 2235.790636 = -104519.470947
  nChanged 10
		SP:Iteration 25Q (9767.420000 sec): 3 clusters
  Score: Raw -106797.612643 + Penalty 2235.790636 = -104561.822006
  nChanged 4
		SP:Iteration 26Q (9767.420000 sec): 3 clusters
  Score: Raw -106804.553153 + Penalty 2235.790636 = -104568.762516
  nChanged 3
		SP:Iteration 27Q (9767.420000 sec): 3 clusters
  Score: Raw -106806.606942 + Penalty 2235.790636 = -104570.816305
  nChanged 3
		SP:Iteration 28Q (9767.420000 sec): 3 clusters
  Score: Raw -106809.746070 + Penalty 2235.790636 = -104573.955434
  nChanged 5
		SP:Iteration 29Q (9767.420000 sec): 3 clusters
  Score: Raw -106814.198991 + Penalty 2235.790636 = -104578.408354
  nChanged 2
		SP:Iteration 30Q (9767.430000 sec): 3 clusters
  Score: Raw -106815.887077 + Penalty 2235.790636 = -104580.096440
  nChanged 3
		SP:Iteration 31Q (9767.430000 sec): 3 clusters
  Score: Raw -106818.941101 + Penalty 2235.790636 = -104583.150465
  nChanged 4
		SP:Iteration 32Q (9767.430000 sec): 3 clusters
  Score: Raw -106822.919131 + Penalty 2235.790636 = -104587.128495
  nChanged 2
		SP:Iteration 33Q (9767.430000 sec): 3 clusters
  Score: Raw -106824.757095 + Penalty 2235.790636 = -104588.966459
  nChanged 5
		SP:Iteration 34Q (9767.440000 sec): 3 clusters
  Score: Raw -106834.797449 + Penalty 2235.790636 = -104599.006813
  nChanged 11
		SP:Iteration 35Q (9767.440000 sec): 3 clusters
  Score: Raw -106856.646347 + Penalty 2235.790636 = -104620.855710
  nChanged 13
		SP:Iteration 36Q (9767.440000 sec): 3 clusters
  Score: Raw -106893.883749 + Penalty 2235.790636 = -104658.093113
  nChanged 11
		SP:Iteration 37Q (9767.440000 sec): 3 clusters
  Score: Raw -106927.990391 + Penalty 2235.790636 = -104692.199754
  nChanged 8
		SP:Iteration 38Q (9767.440000 sec): 3 clusters
  Score: Raw -106942.282907 + Penalty 2235.790636 = -104706.492271
  nChanged 2
		SP:Iteration 39Q (9767.440000 sec): 3 clusters
  Score: Raw -106943.913995 + Penalty 2235.790636 = -104708.123359
  nChanged 2
		SP:Iteration 40F (9767.440000 sec): 3 clusters
  Score: Raw -106948.330765 + Penalty 2235.790636 = -104712.540129
  nChanged 1
		SP:Iteration 41Q (9767.450000 sec): 3 clusters
  Score: Raw -106949.057178 + Penalty 2235.790636 = -104713.266542
  nChanged 0
		SP:Iteration 42F (9767.450000 sec): 3 clusters
  Score: Raw -106949.057178 + Penalty 2235.790636 = -104713.266542
  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 12.55 GB.

 Trying to split cluster 5 (12774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9767.500000 sec): 2 clusters
  Score: Raw -1427311.365949 + Penalty 1536.464659 = -1425774.901290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9767.530000 sec): 3 clusters
  Score: Raw -1419920.652584 + Penalty 3072.929319 = -1416847.723266
  nChanged 5546
		SP:Iteration 1F (9767.560000 sec): 3 clusters
  Score: Raw -1422917.274185 + Penalty 3072.929319 = -1419844.344867
  nChanged 672
		SP:Iteration 2F (9767.600000 sec): 3 clusters
  Score: Raw -1423188.427854 + Penalty 3072.929319 = -1420115.498536
  nChanged 592
		SP:Iteration 3Q (9767.630000 sec): 3 clusters
  Score: Raw -1423423.558931 + Penalty 3072.929319 = -1420350.629613
  nChanged 529
		SP:Iteration 4Q (9767.660000 sec): 3 clusters
  Score: Raw -1423618.772207 + Penalty 3072.929319 = -1420545.842888
  nChanged 455
		SP:Iteration 5Q (9767.700000 sec): 3 clusters
  Score: Raw -1423799.188884 + Penalty 3072.929319 = -1420726.259565
  nChanged 485
		SP:Iteration 6Q (9767.730000 sec): 3 clusters
  Score: Raw -1423996.385905 + Penalty 3072.929319 = -1420923.456586
  nChanged 466
		SP:Iteration 7Q (9767.760000 sec): 3 clusters
  Score: Raw -1424215.398836 + Penalty 3072.929319 = -1421142.469517
  nChanged 522
		SP:Iteration 8Q (9767.800000 sec): 3 clusters
  Score: Raw -1424471.026515 + Penalty 3072.929319 = -1421398.097196
  nChanged 560
		SP:Iteration 9Q (9767.830000 sec): 3 clusters
  Score: Raw -1424801.404837 + Penalty 3072.929319 = -1421728.475519
  nChanged 595
		SP:Iteration 10Q (9767.860000 sec): 3 clusters
  Score: Raw -1425198.421712 + Penalty 3072.929319 = -1422125.492393
  nChanged 582
		SP:Iteration 11Q (9767.890000 sec): 3 clusters
  Score: Raw -1425584.130966 + Penalty 3072.929319 = -1422511.201647
  nChanged 561
		SP:Iteration 12Q (9767.930000 sec): 3 clusters
  Score: Raw -1425935.470318 + Penalty 3072.929319 = -1422862.540999
  nChanged 505
		SP:Iteration 13Q (9767.960000 sec): 3 clusters
  Score: Raw -1426191.438861 + Penalty 3072.929319 = -1423118.509542
  nChanged 404
		SP:Iteration 14Q (9767.990000 sec): 3 clusters
  Score: Raw -1426395.317064 + Penalty 3072.929319 = -1423322.387745
  nChanged 364
		SP:Iteration 15Q (9768.020000 sec): 3 clusters
  Score: Raw -1426580.976601 + Penalty 3072.929319 = -1423508.047282
  nChanged 337
		SP:Iteration 16Q (9768.060000 sec): 3 clusters
  Score: Raw -1426776.620842 + Penalty 3072.929319 = -1423703.691524
  nChanged 336
		SP:Iteration 17Q (9768.090000 sec): 3 clusters
  Score: Raw -1426977.086159 + Penalty 3072.929319 = -1423904.156841
  nChanged 320
		SP:Iteration 18Q (9768.120000 sec): 3 clusters
  Score: Raw -1427166.018591 + Penalty 3072.929319 = -1424093.089272
  nChanged 299
		SP:Iteration 19Q (9768.150000 sec): 3 clusters
  Score: Raw -1427332.866316 + Penalty 3072.929319 = -1424259.936998
  nChanged 288
		SP:Iteration 20F (9768.190000 sec): 3 clusters
  Score: Raw -1427488.069784 + Penalty 3072.929319 = -1424415.140465
  nChanged 261
		SP:Iteration 21Q (9768.220000 sec): 3 clusters
  Score: Raw -1427624.828558 + Penalty 3072.929319 = -1424551.899240
  nChanged 243
		SP:Iteration 22Q (9768.250000 sec): 3 clusters
  Score: Raw -1427763.470946 + Penalty 3072.929319 = -1424690.541628
  nChanged 221
		SP:Iteration 23Q (9768.280000 sec): 3 clusters
  Score: Raw -1427874.096145 + Penalty 3072.929319 = -1424801.166826
  nChanged 182
		SP:Iteration 24Q (9768.310000 sec): 3 clusters
  Score: Raw -1427952.189820 + Penalty 3072.929319 = -1424879.260502
  nChanged 162
		SP:Iteration 25Q (9768.340000 sec): 3 clusters
  Score: Raw -1428030.555380 + Penalty 3072.929319 = -1424957.626061
  nChanged 142
		SP:Iteration 26Q (9768.370000 sec): 3 clusters
  Score: Raw -1428108.413991 + Penalty 3072.929319 = -1425035.484672
  nChanged 147
		SP:Iteration 27Q (9768.400000 sec): 3 clusters
  Score: Raw -1428183.924843 + Penalty 3072.929319 = -1425110.995525
  nChanged 123
		SP:Iteration 28Q (9768.430000 sec): 3 clusters
  Score: Raw -1428241.570779 + Penalty 3072.929319 = -1425168.641461
  nChanged 108
		SP:Iteration 29Q (9768.460000 sec): 3 clusters
  Score: Raw -1428288.834567 + Penalty 3072.929319 = -1425215.905248
  nChanged 101
		SP:Iteration 30Q (9768.480000 sec): 3 clusters
  Score: Raw -1428326.263364 + Penalty 3072.929319 = -1425253.334045
  nChanged 82
		SP:Iteration 31Q (9768.510000 sec): 3 clusters
  Score: Raw -1428351.259491 + Penalty 3072.929319 = -1425278.330172
  nChanged 44
		SP:Iteration 32Q (9768.540000 sec): 3 clusters
  Score: Raw -1428365.208871 + Penalty 3072.929319 = -1425292.279552
  nChanged 42
		SP:Iteration 33Q (9768.570000 sec): 3 clusters
  Score: Raw -1428377.830095 + Penalty 3072.929319 = -1425304.900776
  nChanged 32
		SP:Iteration 34Q (9768.600000 sec): 3 clusters
  Score: Raw -1428388.433314 + Penalty 3072.929319 = -1425315.503995
  nChanged 37
		SP:Iteration 35Q (9768.620000 sec): 3 clusters
  Score: Raw -1428398.836224 + Penalty 3072.929319 = -1425325.906906
  nChanged 32
		SP:Iteration 36Q (9768.650000 sec): 3 clusters
  Score: Raw -1428409.423787 + Penalty 3072.929319 = -1425336.494469
  nChanged 30
		SP:Iteration 37Q (9768.670000 sec): 3 clusters
  Score: Raw -1428415.894254 + Penalty 3072.929319 = -1425342.964936
  nChanged 29
		SP:Iteration 38Q (9768.700000 sec): 3 clusters
  Score: Raw -1428422.822886 + Penalty 3072.929319 = -1425349.893567
  nChanged 29
		SP:Iteration 39Q (9768.730000 sec): 3 clusters
  Score: Raw -1428428.228381 + Penalty 3072.929319 = -1425355.299062
  nChanged 21
		SP:Iteration 40F (9768.760000 sec): 3 clusters
  Score: Raw -1428432.768720 + Penalty 3072.929319 = -1425359.839401
  nChanged 16
		SP:Iteration 41Q (9768.790000 sec): 3 clusters
  Score: Raw -1428435.513548 + Penalty 3072.929319 = -1425362.584229
  nChanged 15
		SP:Iteration 42Q (9768.810000 sec): 3 clusters
  Score: Raw -1428438.310963 + Penalty 3072.929319 = -1425365.381644
  nChanged 8
		SP:Iteration 43Q (9768.840000 sec): 3 clusters
  Score: Raw -1428440.746357 + Penalty 3072.929319 = -1425367.817039
  nChanged 12
		SP:Iteration 44Q (9768.870000 sec): 3 clusters
  Score: Raw -1428443.914645 + Penalty 3072.929319 = -1425370.985327
  nChanged 10
		SP:Iteration 45Q (9768.900000 sec): 3 clusters
  Score: Raw -1428445.589566 + Penalty 3072.929319 = -1425372.660248
  nChanged 4
		SP:Iteration 46Q (9768.930000 sec): 3 clusters
  Score: Raw -1428446.390210 + Penalty 3072.929319 = -1425373.460892
  nChanged 2
		SP:Iteration 47Q (9768.950000 sec): 3 clusters
  Score: Raw -1428446.712499 + Penalty 3072.929319 = -1425373.783180
  nChanged 4
		SP:Iteration 48Q (9768.980000 sec): 3 clusters
  Score: Raw -1428447.290403 + Penalty 3072.929319 = -1425374.361084
  nChanged 1
		SP:Iteration 49Q (9769.010000 sec): 3 clusters
  Score: Raw -1428447.863113 + Penalty 3072.929319 = -1425374.933795
  nChanged 2
		SP:Iteration 50Q (9769.040000 sec): 3 clusters
  Score: Raw -1428448.123101 + Penalty 3072.929319 = -1425375.193782
  nChanged 1
		SP:Iteration 51Q (9769.070000 sec): 3 clusters
  Score: Raw -1428448.468647 + Penalty 3072.929319 = -1425375.539328
  nChanged 3
		SP:Iteration 52Q (9769.090000 sec): 3 clusters
  Score: Raw -1428449.310501 + Penalty 3072.929319 = -1425376.381182
  nChanged 2
		SP:Iteration 53Q (9769.120000 sec): 3 clusters
  Score: Raw -1428449.947391 + Penalty 3072.929319 = -1425377.018073
  nChanged 3
		SP:Iteration 54Q (9769.150000 sec): 3 clusters
  Score: Raw -1428450.293008 + Penalty 3072.929319 = -1425377.363689
  nChanged 1
		SP:Iteration 55Q (9769.170000 sec): 3 clusters
  Score: Raw -1428450.344168 + Penalty 3072.929319 = -1425377.414849
  nChanged 0
		SP:Iteration 56F (9769.210000 sec): 3 clusters
  Score: Raw -1428450.344168 + Penalty 3072.929319 = -1425377.414849
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (15494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9769.250000 sec): 2 clusters
  Score: Raw -1705041.578236 + Penalty 1567.833821 = -1703473.744414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9769.290000 sec): 3 clusters
  Score: Raw -1695938.468718 + Penalty 3135.667643 = -1692802.801076
  nChanged 6909
		SP:Iteration 1F (9769.340000 sec): 3 clusters
  Score: Raw -1699969.201443 + Penalty 3135.667643 = -1696833.533800
  nChanged 970
		SP:Iteration 2F (9769.380000 sec): 3 clusters
  Score: Raw -1700472.298560 + Penalty 3135.667643 = -1697336.630918
  nChanged 925
		SP:Iteration 3F (9769.420000 sec): 3 clusters
  Score: Raw -1701007.002664 + Penalty 3135.667643 = -1697871.335022
  nChanged 910
		SP:Iteration 4F (9769.460000 sec): 3 clusters
  Score: Raw -1701533.049585 + Penalty 3135.667643 = -1698397.381943
  nChanged 876
		SP:Iteration 5F (9769.500000 sec): 3 clusters
  Score: Raw -1702014.487609 + Penalty 3135.667643 = -1698878.819966
  nChanged 803
		SP:Iteration 6F (9769.530000 sec): 3 clusters
  Score: Raw -1702416.731474 + Penalty 3135.667643 = -1699281.063832
  nChanged 664
		SP:Iteration 7Q (9769.570000 sec): 3 clusters
  Score: Raw -1702739.336775 + Penalty 3135.667643 = -1699603.669132
  nChanged 621
		SP:Iteration 8Q (9769.610000 sec): 3 clusters
  Score: Raw -1703027.150653 + Penalty 3135.667643 = -1699891.483010
  nChanged 549
		SP:Iteration 9Q (9769.650000 sec): 3 clusters
  Score: Raw -1703246.348446 + Penalty 3135.667643 = -1700110.680804
  nChanged 433
		SP:Iteration 10Q (9769.690000 sec): 3 clusters
  Score: Raw -1703425.360746 + Penalty 3135.667643 = -1700289.693104
  nChanged 400
		SP:Iteration 11Q (9769.730000 sec): 3 clusters
  Score: Raw -1703598.768277 + Penalty 3135.667643 = -1700463.100634
  nChanged 390
		SP:Iteration 12Q (9769.770000 sec): 3 clusters
  Score: Raw -1703763.372488 + Penalty 3135.667643 = -1700627.704845
  nChanged 350
		SP:Iteration 13Q (9769.800000 sec): 3 clusters
  Score: Raw -1703906.727797 + Penalty 3135.667643 = -1700771.060155
  nChanged 322
		SP:Iteration 14Q (9769.840000 sec): 3 clusters
  Score: Raw -1704047.016712 + Penalty 3135.667643 = -1700911.349069
  nChanged 325
		SP:Iteration 15Q (9769.880000 sec): 3 clusters
  Score: Raw -1704189.887457 + Penalty 3135.667643 = -1701054.219814
  nChanged 311
		SP:Iteration 16Q (9769.920000 sec): 3 clusters
  Score: Raw -1704330.096117 + Penalty 3135.667643 = -1701194.428474
  nChanged 299
		SP:Iteration 17Q (9769.950000 sec): 3 clusters
  Score: Raw -1704463.775395 + Penalty 3135.667643 = -1701328.107752
  nChanged 293
		SP:Iteration 18Q (9769.990000 sec): 3 clusters
  Score: Raw -1704601.131793 + Penalty 3135.667643 = -1701465.464151
  nChanged 296
		SP:Iteration 19Q (9770.030000 sec): 3 clusters
  Score: Raw -1704754.553787 + Penalty 3135.667643 = -1701618.886144
  nChanged 322
		SP:Iteration 20F (9770.070000 sec): 3 clusters
  Score: Raw -1704922.024441 + Penalty 3135.667643 = -1701786.356798
  nChanged 307
		SP:Iteration 21Q (9770.100000 sec): 3 clusters
  Score: Raw -1705048.687615 + Penalty 3135.667643 = -1701913.019972
  nChanged 236
		SP:Iteration 22Q (9770.140000 sec): 3 clusters
  Score: Raw -1705134.647421 + Penalty 3135.667643 = -1701998.979778
  nChanged 219
		SP:Iteration 23Q (9770.170000 sec): 3 clusters
  Score: Raw -1705215.302074 + Penalty 3135.667643 = -1702079.634431
  nChanged 207
		SP:Iteration 24Q (9770.210000 sec): 3 clusters
  Score: Raw -1705286.150632 + Penalty 3135.667643 = -1702150.482990
  nChanged 178
		SP:Iteration 25Q (9770.250000 sec): 3 clusters
  Score: Raw -1705346.681780 + Penalty 3135.667643 = -1702211.014137
  nChanged 189
		SP:Iteration 26Q (9770.280000 sec): 3 clusters
  Score: Raw -1705412.845866 + Penalty 3135.667643 = -1702277.178223
  nChanged 169
		SP:Iteration 27Q (9770.310000 sec): 3 clusters
  Score: Raw -1705470.389184 + Penalty 3135.667643 = -1702334.721541
  nChanged 156
		SP:Iteration 28Q (9770.350000 sec): 3 clusters
  Score: Raw -1705519.213910 + Penalty 3135.667643 = -1702383.546267
  nChanged 145
		SP:Iteration 29Q (9770.380000 sec): 3 clusters
  Score: Raw -1705569.187513 + Penalty 3135.667643 = -1702433.519870
  nChanged 174
		SP:Iteration 30Q (9770.420000 sec): 3 clusters
  Score: Raw -1705628.263087 + Penalty 3135.667643 = -1702492.595444
  nChanged 162
		SP:Iteration 31Q (9770.450000 sec): 3 clusters
  Score: Raw -1705681.976796 + Penalty 3135.667643 = -1702546.309154
  nChanged 146
		SP:Iteration 32Q (9770.490000 sec): 3 clusters
  Score: Raw -1705730.227364 + Penalty 3135.667643 = -1702594.559722
  nChanged 147
		SP:Iteration 33Q (9770.520000 sec): 3 clusters
  Score: Raw -1705787.106650 + Penalty 3135.667643 = -1702651.439008
  nChanged 154
		SP:Iteration 34Q (9770.550000 sec): 3 clusters
  Score: Raw -1705840.519100 + Penalty 3135.667643 = -1702704.851457
  nChanged 120
		SP:Iteration 35Q (9770.590000 sec): 3 clusters
  Score: Raw -1705876.210923 + Penalty 3135.667643 = -1702740.543281
  nChanged 96
		SP:Iteration 36Q (9770.620000 sec): 3 clusters
  Score: Raw -1705906.662516 + Penalty 3135.667643 = -1702770.994873
  nChanged 110
		SP:Iteration 37Q (9770.650000 sec): 3 clusters
  Score: Raw -1705941.566555 + Penalty 3135.667643 = -1702805.898912
  nChanged 98
		SP:Iteration 38Q (9770.690000 sec): 3 clusters
  Score: Raw -1705969.676916 + Penalty 3135.667643 = -1702834.009273
  nChanged 119
		SP:Iteration 39Q (9770.720000 sec): 3 clusters
  Score: Raw -1706013.015061 + Penalty 3135.667643 = -1702877.347419
  nChanged 113
		SP:Iteration 40F (9770.750000 sec): 3 clusters
  Score: Raw -1706054.324854 + Penalty 3135.667643 = -1702918.657211
  nChanged 107
		SP:Iteration 41Q (9770.790000 sec): 3 clusters
  Score: Raw -1706091.200222 + Penalty 3135.667643 = -1702955.532580
  nChanged 101
		SP:Iteration 42Q (9770.820000 sec): 3 clusters
  Score: Raw -1706127.456506 + Penalty 3135.667643 = -1702991.788863
  nChanged 121
		SP:Iteration 43Q (9770.850000 sec): 3 clusters
  Score: Raw -1706169.066047 + Penalty 3135.667643 = -1703033.398404
  nChanged 115
		SP:Iteration 44Q (9770.880000 sec): 3 clusters
  Score: Raw -1706212.700464 + Penalty 3135.667643 = -1703077.032821
  nChanged 111
		SP:Iteration 45Q (9770.910000 sec): 3 clusters
  Score: Raw -1706254.916704 + Penalty 3135.667643 = -1703119.249062
  nChanged 86
		SP:Iteration 46Q (9770.950000 sec): 3 clusters
  Score: Raw -1706291.327343 + Penalty 3135.667643 = -1703155.659701
  nChanged 80
		SP:Iteration 47Q (9770.980000 sec): 3 clusters
  Score: Raw -1706328.783560 + Penalty 3135.667643 = -1703193.115917
  nChanged 81
		SP:Iteration 48Q (9771.010000 sec): 3 clusters
  Score: Raw -1706365.734222 + Penalty 3135.667643 = -1703230.066579
  nChanged 70
		SP:Iteration 49Q (9771.040000 sec): 3 clusters
  Score: Raw -1706393.229059 + Penalty 3135.667643 = -1703257.561417
  nChanged 62
		SP:Iteration 50Q (9771.070000 sec): 3 clusters
  Score: Raw -1706416.617649 + Penalty 3135.667643 = -1703280.950006
  nChanged 58
		SP:Iteration 51Q (9771.100000 sec): 3 clusters
  Score: Raw -1706439.647330 + Penalty 3135.667643 = -1703303.979687
  nChanged 56
		SP:Iteration 52Q (9771.130000 sec): 3 clusters
  Score: Raw -1706461.094025 + Penalty 3135.667643 = -1703325.426383
  nChanged 53
		SP:Iteration 53Q (9771.160000 sec): 3 clusters
  Score: Raw -1706477.492464 + Penalty 3135.667643 = -1703341.824821
  nChanged 31
		SP:Iteration 54Q (9771.190000 sec): 3 clusters
  Score: Raw -1706486.663120 + Penalty 3135.667643 = -1703350.995477
  nChanged 31
		SP:Iteration 55Q (9771.220000 sec): 3 clusters
  Score: Raw -1706496.637859 + Penalty 3135.667643 = -1703360.970216
  nChanged 27
		SP:Iteration 56Q (9771.250000 sec): 3 clusters
  Score: Raw -1706505.205201 + Penalty 3135.667643 = -1703369.537558
  nChanged 18
		SP:Iteration 57Q (9771.280000 sec): 3 clusters
  Score: Raw -1706509.559618 + Penalty 3135.667643 = -1703373.891975
  nChanged 13
		SP:Iteration 58Q (9771.310000 sec): 3 clusters
  Score: Raw -1706512.306750 + Penalty 3135.667643 = -1703376.639107
  nChanged 9
		SP:Iteration 59Q (9771.340000 sec): 3 clusters
  Score: Raw -1706514.154947 + Penalty 3135.667643 = -1703378.487304
  nChanged 3
		SP:Iteration 60F (9771.380000 sec): 3 clusters
  Score: Raw -1706514.970452 + Penalty 3135.667643 = -1703379.302810
  nChanged 9
		SP:Iteration 61Q (9771.410000 sec): 3 clusters
  Score: Raw -1706517.561186 + Penalty 3135.667643 = -1703381.893543
  nChanged 8
		SP:Iteration 62Q (9771.440000 sec): 3 clusters
  Score: Raw -1706519.605551 + Penalty 3135.667643 = -1703383.937908
  nChanged 5
		SP:Iteration 63Q (9771.470000 sec): 3 clusters
  Score: Raw -1706520.494693 + Penalty 3135.667643 = -1703384.827050
  nChanged 8
		SP:Iteration 64Q (9771.500000 sec): 3 clusters
  Score: Raw -1706522.137251 + Penalty 3135.667643 = -1703386.469608
  nChanged 9
		SP:Iteration 65Q (9771.530000 sec): 3 clusters
  Score: Raw -1706524.340645 + Penalty 3135.667643 = -1703388.673002
  nChanged 7
		SP:Iteration 66Q (9771.560000 sec): 3 clusters
  Score: Raw -1706525.812527 + Penalty 3135.667643 = -1703390.144885
  nChanged 10
		SP:Iteration 67Q (9771.590000 sec): 3 clusters
  Score: Raw -1706527.869530 + Penalty 3135.667643 = -1703392.201887
  nChanged 8
		SP:Iteration 68Q (9771.610000 sec): 3 clusters
  Score: Raw -1706530.132249 + Penalty 3135.667643 = -1703394.464607
  nChanged 9
		SP:Iteration 69Q (9771.650000 sec): 3 clusters
  Score: Raw -1706532.681498 + Penalty 3135.667643 = -1703397.013856
  nChanged 10
		SP:Iteration 70Q (9771.670000 sec): 3 clusters
  Score: Raw -1706535.289315 + Penalty 3135.667643 = -1703399.621672
  nChanged 7
		SP:Iteration 71Q (9771.710000 sec): 3 clusters
  Score: Raw -1706536.641541 + Penalty 3135.667643 = -1703400.973898
  nChanged 12
		SP:Iteration 72Q (9771.730000 sec): 3 clusters
  Score: Raw -1706539.692742 + Penalty 3135.667643 = -1703404.025100
  nChanged 9
		SP:Iteration 73Q (9771.760000 sec): 3 clusters
  Score: Raw -1706541.335211 + Penalty 3135.667643 = -1703405.667569
  nChanged 3
		SP:Iteration 74Q (9771.790000 sec): 3 clusters
  Score: Raw -1706542.105565 + Penalty 3135.667643 = -1703406.437922
  nChanged 2
		SP:Iteration 75Q (9771.820000 sec): 3 clusters
  Score: Raw -1706542.570671 + Penalty 3135.667643 = -1703406.903028
  nChanged 4
		SP:Iteration 76Q (9771.850000 sec): 3 clusters
  Score: Raw -1706543.493340 + Penalty 3135.667643 = -1703407.825698
  nChanged 7
		SP:Iteration 77Q (9771.880000 sec): 3 clusters
  Score: Raw -1706545.100113 + Penalty 3135.667643 = -1703409.432470
  nChanged 5
		SP:Iteration 78Q (9771.910000 sec): 3 clusters
  Score: Raw -1706546.159694 + Penalty 3135.667643 = -1703410.492052
  nChanged 5
		SP:Iteration 79Q (9771.940000 sec): 3 clusters
  Score: Raw -1706547.683465 + Penalty 3135.667643 = -1703412.015822
  nChanged 5
		SP:Iteration 80F (9771.980000 sec): 3 clusters
  Score: Raw -1706548.926619 + Penalty 3135.667643 = -1703413.258976
  nChanged 4
		SP:Iteration 81Q (9772.010000 sec): 3 clusters
  Score: Raw -1706549.892266 + Penalty 3135.667643 = -1703414.224623
  nChanged 2
		SP:Iteration 82Q (9772.030000 sec): 3 clusters
  Score: Raw -1706550.284041 + Penalty 3135.667643 = -1703414.616398
  nChanged 2
		SP:Iteration 83Q (9772.070000 sec): 3 clusters
  Score: Raw -1706551.122787 + Penalty 3135.667643 = -1703415.455145
  nChanged 2
		SP:Iteration 84Q (9772.090000 sec): 3 clusters
  Score: Raw -1706551.441293 + Penalty 3135.667643 = -1703415.773650
  nChanged 2
		SP:Iteration 85Q (9772.120000 sec): 3 clusters
  Score: Raw -1706551.850871 + Penalty 3135.667643 = -1703416.183228
  nChanged 2
		SP:Iteration 86Q (9772.150000 sec): 3 clusters
  Score: Raw -1706552.217911 + Penalty 3135.667643 = -1703416.550269
  nChanged 2
		SP:Iteration 87Q (9772.180000 sec): 3 clusters
  Score: Raw -1706553.063538 + Penalty 3135.667643 = -1703417.395896
  nChanged 4
		SP:Iteration 88Q (9772.210000 sec): 3 clusters
  Score: Raw -1706554.378598 + Penalty 3135.667643 = -1703418.710955
  nChanged 4
		SP:Iteration 89Q (9772.240000 sec): 3 clusters
  Score: Raw -1706555.713691 + Penalty 3135.667643 = -1703420.046049
  nChanged 5
		SP:Iteration 90Q (9772.270000 sec): 3 clusters
  Score: Raw -1706556.971411 + Penalty 3135.667643 = -1703421.303768
  nChanged 3
		SP:Iteration 91Q (9772.300000 sec): 3 clusters
  Score: Raw -1706557.843753 + Penalty 3135.667643 = -1703422.176110
  nChanged 8
		SP:Iteration 92Q (9772.330000 sec): 3 clusters
  Score: Raw -1706559.705242 + Penalty 3135.667643 = -1703424.037599
  nChanged 9
		SP:Iteration 93Q (9772.360000 sec): 3 clusters
  Score: Raw -1706561.709241 + Penalty 3135.667643 = -1703426.041598
  nChanged 4
		SP:Iteration 94Q (9772.390000 sec): 3 clusters
  Score: Raw -1706562.466872 + Penalty 3135.667643 = -1703426.799230
  nChanged 2
		SP:Iteration 95Q (9772.410000 sec): 3 clusters
  Score: Raw -1706562.660144 + Penalty 3135.667643 = -1703426.992502
  nChanged 0
		SP:Iteration 96F (9772.450000 sec): 3 clusters
  Score: Raw -1706562.660144 + Penalty 3135.667643 = -1703426.992502
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9772.490000 sec): 2 clusters
  Score: Raw -1221146.269259 + Penalty 1503.053676 = -1219643.215583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9772.510000 sec): 3 clusters
  Score: Raw -1215193.240323 + Penalty 3006.107353 = -1212187.132970
  nChanged 4516
		SP:Iteration 1F (9772.540000 sec): 3 clusters
  Score: Raw -1217790.999280 + Penalty 3006.107353 = -1214784.891927
  nChanged 631
		SP:Iteration 2F (9772.570000 sec): 3 clusters
  Score: Raw -1218066.309738 + Penalty 3006.107353 = -1215060.202385
  nChanged 553
		SP:Iteration 3F (9772.590000 sec): 3 clusters
  Score: Raw -1218310.176513 + Penalty 3006.107353 = -1215304.069160
  nChanged 465
		SP:Iteration 4Q (9772.620000 sec): 3 clusters
  Score: Raw -1218506.757195 + Penalty 3006.107353 = -1215500.649842
  nChanged 414
		SP:Iteration 5Q (9772.640000 sec): 3 clusters
  Score: Raw -1218693.070830 + Penalty 3006.107353 = -1215686.963477
  nChanged 428
		SP:Iteration 6Q (9772.670000 sec): 3 clusters
  Score: Raw -1218900.597581 + Penalty 3006.107353 = -1215894.490228
  nChanged 420
		SP:Iteration 7Q (9772.690000 sec): 3 clusters
  Score: Raw -1219120.918107 + Penalty 3006.107353 = -1216114.810754
  nChanged 425
		SP:Iteration 8Q (9772.720000 sec): 3 clusters
  Score: Raw -1219366.510291 + Penalty 3006.107353 = -1216360.402938
  nChanged 433
		SP:Iteration 9Q (9772.750000 sec): 3 clusters
  Score: Raw -1219614.492078 + Penalty 3006.107353 = -1216608.384725
  nChanged 391
		SP:Iteration 10Q (9772.770000 sec): 3 clusters
  Score: Raw -1219831.626797 + Penalty 3006.107353 = -1216825.519444
  nChanged 383
		SP:Iteration 11Q (9772.800000 sec): 3 clusters
  Score: Raw -1220082.320385 + Penalty 3006.107353 = -1217076.213032
  nChanged 376
		SP:Iteration 12Q (9772.820000 sec): 3 clusters
  Score: Raw -1220334.786519 + Penalty 3006.107353 = -1217328.679166
  nChanged 304
		SP:Iteration 13Q (9772.850000 sec): 3 clusters
  Score: Raw -1220542.452212 + Penalty 3006.107353 = -1217536.344859
  nChanged 246
		SP:Iteration 14Q (9772.870000 sec): 3 clusters
  Score: Raw -1220718.042460 + Penalty 3006.107353 = -1217711.935107
  nChanged 200
		SP:Iteration 15Q (9772.900000 sec): 3 clusters
  Score: Raw -1220861.513735 + Penalty 3006.107353 = -1217855.406383
  nChanged 155
		SP:Iteration 16Q (9772.920000 sec): 3 clusters
  Score: Raw -1220978.160548 + Penalty 3006.107353 = -1217972.053195
  nChanged 127
		SP:Iteration 17Q (9772.950000 sec): 3 clusters
  Score: Raw -1221095.191734 + Penalty 3006.107353 = -1218089.084381
  nChanged 102
		SP:Iteration 18Q (9772.970000 sec): 3 clusters
  Score: Raw -1221197.212266 + Penalty 3006.107353 = -1218191.104914
  nChanged 74
		SP:Iteration 19Q (9772.990000 sec): 3 clusters
  Score: Raw -1221257.683793 + Penalty 3006.107353 = -1218251.576440
  nChanged 39
		SP:Iteration 20F (9773.010000 sec): 3 clusters
  Score: Raw -1221290.198045 + Penalty 3006.107353 = -1218284.090692
  nChanged 34
		SP:Iteration 21Q (9773.030000 sec): 3 clusters
  Score: Raw -1221311.957192 + Penalty 3006.107353 = -1218305.849839
  nChanged 27
		SP:Iteration 22Q (9773.050000 sec): 3 clusters
  Score: Raw -1221328.816660 + Penalty 3006.107353 = -1218322.709307
  nChanged 20
		SP:Iteration 23Q (9773.080000 sec): 3 clusters
  Score: Raw -1221347.423128 + Penalty 3006.107353 = -1218341.315775
  nChanged 12
		SP:Iteration 24Q (9773.100000 sec): 3 clusters
  Score: Raw -1221354.942731 + Penalty 3006.107353 = -1218348.835378
  nChanged 11
		SP:Iteration 25Q (9773.120000 sec): 3 clusters
  Score: Raw -1221359.916746 + Penalty 3006.107353 = -1218353.809393
  nChanged 3
		SP:Iteration 26Q (9773.140000 sec): 3 clusters
  Score: Raw -1221361.588106 + Penalty 3006.107353 = -1218355.480753
  nChanged 2
		SP:Iteration 27Q (9773.160000 sec): 3 clusters
  Score: Raw -1221362.900213 + Penalty 3006.107353 = -1218356.792860
  nChanged 2
		SP:Iteration 28Q (9773.170000 sec): 3 clusters
  Score: Raw -1221364.364808 + Penalty 3006.107353 = -1218358.257455
  nChanged 4
		SP:Iteration 29Q (9773.190000 sec): 3 clusters
  Score: Raw -1221367.207990 + Penalty 3006.107353 = -1218361.100638
  nChanged 3
		SP:Iteration 30Q (9773.210000 sec): 3 clusters
  Score: Raw -1221369.217514 + Penalty 3006.107353 = -1218363.110161
  nChanged 1
		SP:Iteration 31Q (9773.230000 sec): 3 clusters
  Score: Raw -1221369.872461 + Penalty 3006.107353 = -1218363.765108
  nChanged 0
		SP:Iteration 32F (9773.260000 sec): 3 clusters
  Score: Raw -1221369.872461 + Penalty 3006.107353 = -1218363.765108
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (21126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9773.320000 sec): 2 clusters
  Score: Raw -2441805.281710 + Penalty 1618.217216 = -2440187.064494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9773.380000 sec): 3 clusters
  Score: Raw -2429157.641579 + Penalty 3236.434431 = -2425921.207147
  nChanged 9533
		SP:Iteration 1F (9773.430000 sec): 3 clusters
  Score: Raw -2434428.348702 + Penalty 3236.434431 = -2431191.914271
  nChanged 1362
		SP:Iteration 2F (9773.490000 sec): 3 clusters
  Score: Raw -2435167.464072 + Penalty 3236.434431 = -2431931.029641
  nChanged 1469
		SP:Iteration 3F (9773.540000 sec): 3 clusters
  Score: Raw -2436102.136732 + Penalty 3236.434431 = -2432865.702301
  nChanged 1565
		SP:Iteration 4F (9773.590000 sec): 3 clusters
  Score: Raw -2437108.177041 + Penalty 3236.434431 = -2433871.742610
  nChanged 1447
		SP:Iteration 5F (9773.650000 sec): 3 clusters
  Score: Raw -2437986.739402 + Penalty 3236.434431 = -2434750.304971
  nChanged 1271
		SP:Iteration 6F (9773.700000 sec): 3 clusters
  Score: Raw -2438743.346248 + Penalty 3236.434431 = -2435506.911817
  nChanged 1071
		SP:Iteration 7F (9773.750000 sec): 3 clusters
  Score: Raw -2439356.935740 + Penalty 3236.434431 = -2436120.501308
  nChanged 884
		SP:Iteration 8Q (9773.810000 sec): 3 clusters
  Score: Raw -2439843.055706 + Penalty 3236.434431 = -2436606.621275
  nChanged 746
		SP:Iteration 9Q (9773.870000 sec): 3 clusters
  Score: Raw -2440241.216272 + Penalty 3236.434431 = -2437004.781841
  nChanged 654
		SP:Iteration 10Q (9773.920000 sec): 3 clusters
  Score: Raw -2440611.187789 + Penalty 3236.434431 = -2437374.753358
  nChanged 621
		SP:Iteration 11Q (9773.970000 sec): 3 clusters
  Score: Raw -2440976.685868 + Penalty 3236.434431 = -2437740.251437
  nChanged 508
		SP:Iteration 12Q (9774.030000 sec): 3 clusters
  Score: Raw -2441285.621651 + Penalty 3236.434431 = -2438049.187220
  nChanged 406
		SP:Iteration 13Q (9774.080000 sec): 3 clusters
  Score: Raw -2441525.100601 + Penalty 3236.434431 = -2438288.666170
  nChanged 334
		SP:Iteration 14Q (9774.130000 sec): 3 clusters
  Score: Raw -2441718.857171 + Penalty 3236.434431 = -2438482.422740
  nChanged 233
		SP:Iteration 15Q (9774.190000 sec): 3 clusters
  Score: Raw -2441849.435625 + Penalty 3236.434431 = -2438613.001194
  nChanged 170
		SP:Iteration 16Q (9774.240000 sec): 3 clusters
  Score: Raw -2441941.349063 + Penalty 3236.434431 = -2438704.914631
  nChanged 118
		SP:Iteration 17Q (9774.280000 sec): 3 clusters
  Score: Raw -2442003.639258 + Penalty 3236.434431 = -2438767.204827
  nChanged 105
		SP:Iteration 18Q (9774.330000 sec): 3 clusters
  Score: Raw -2442062.928419 + Penalty 3236.434431 = -2438826.493988
  nChanged 75
		SP:Iteration 19Q (9774.380000 sec): 3 clusters
  Score: Raw -2442105.286253 + Penalty 3236.434431 = -2438868.851822
  nChanged 54
		SP:Iteration 20F (9774.430000 sec): 3 clusters
  Score: Raw -2442134.087692 + Penalty 3236.434431 = -2438897.653261
  nChanged 41
		SP:Iteration 21Q (9774.480000 sec): 3 clusters
  Score: Raw -2442155.514465 + Penalty 3236.434431 = -2438919.080033
  nChanged 35
		SP:Iteration 22Q (9774.520000 sec): 3 clusters
  Score: Raw -2442177.794789 + Penalty 3236.434431 = -2438941.360358
  nChanged 20
		SP:Iteration 23Q (9774.570000 sec): 3 clusters
  Score: Raw -2442187.244194 + Penalty 3236.434431 = -2438950.809763
  nChanged 12
		SP:Iteration 24Q (9774.610000 sec): 3 clusters
  Score: Raw -2442192.228715 + Penalty 3236.434431 = -2438955.794284
  nChanged 2
		SP:Iteration 25Q (9774.650000 sec): 3 clusters
  Score: Raw -2442192.821848 + Penalty 3236.434431 = -2438956.387417
  nChanged 2
		SP:Iteration 26Q (9774.700000 sec): 3 clusters
  Score: Raw -2442193.813687 + Penalty 3236.434431 = -2438957.379255
  nChanged 4
		SP:Iteration 27Q (9774.740000 sec): 3 clusters
  Score: Raw -2442195.076865 + Penalty 3236.434431 = -2438958.642434
  nChanged 1
		SP:Iteration 28Q (9774.790000 sec): 3 clusters
  Score: Raw -2442195.410361 + Penalty 3236.434431 = -2438958.975930
  nChanged 0
		SP:Iteration 29F (9774.840000 sec): 3 clusters
  Score: Raw -2442195.410361 + Penalty 3236.434431 = -2438958.975930
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (503921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9787.770000 sec): 2 clusters
  Score: Raw -58883938.814135 + Penalty 2133.653403 = -58881805.160732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9789.130000 sec): 3 clusters
  Score: Raw -58544710.676460 + Penalty 4267.306806 = -58540443.369654
  nChanged 246902
		SP:Iteration 1F (9790.470000 sec): 3 clusters
  Score: Raw -58695496.667450 + Penalty 4267.306806 = -58691229.360644
  nChanged 14668
		SP:Iteration 2Q (9791.840000 sec): 3 clusters
  Score: Raw -58699756.362381 + Penalty 4267.306806 = -58695489.055575
  nChanged 18758
		SP:Iteration 3Q (9793.220000 sec): 3 clusters
  Score: Raw -58707238.589300 + Penalty 4267.306806 = -58702971.282493
  nChanged 25583
		SP:Iteration 4F (9794.570000 sec): 3 clusters
  Score: Raw -58721050.002366 + Penalty 4267.306806 = -58716782.695559
  nChanged 34786
		SP:Iteration 5F (9795.910000 sec): 3 clusters
  Score: Raw -58745725.437215 + Penalty 4267.306806 = -58741458.130408
  nChanged 43008
		SP:Iteration 6F (9797.250000 sec): 3 clusters
  Score: Raw -58782840.806672 + Penalty 4267.306806 = -58778573.499866
  nChanged 43841
		SP:Iteration 7F (9798.580000 sec): 3 clusters
  Score: Raw -58824695.090636 + Penalty 4267.306806 = -58820427.783830
  nChanged 33258
		SP:Iteration 8F (9799.910000 sec): 3 clusters
  Score: Raw -58856733.965738 + Penalty 4267.306806 = -58852466.658931
  nChanged 18510
		SP:Iteration 9Q (9801.120000 sec): 3 clusters
  Score: Raw -58873767.824740 + Penalty 4267.306806 = -58869500.517934
  nChanged 7868
		SP:Iteration 10Q (9802.220000 sec): 3 clusters
  Score: Raw -58880664.804058 + Penalty 4267.306806 = -58876397.497252
  nChanged 2808
		SP:Iteration 11Q (9803.240000 sec): 3 clusters
  Score: Raw -58883157.024073 + Penalty 4267.306806 = -58878889.717267
  nChanged 1112
		SP:Iteration 12Q (9804.230000 sec): 3 clusters
  Score: Raw -58884148.384401 + Penalty 4267.306806 = -58879881.077595
  nChanged 595
		SP:Iteration 13Q (9805.190000 sec): 3 clusters
  Score: Raw -58884580.049320 + Penalty 4267.306806 = -58880312.742514
  nChanged 413
		SP:Iteration 14Q (9806.150000 sec): 3 clusters
  Score: Raw -58884815.988531 + Penalty 4267.306806 = -58880548.681725
  nChanged 304
		SP:Iteration 15Q (9807.110000 sec): 3 clusters
  Score: Raw -58884977.242951 + Penalty 4267.306806 = -58880709.936145
  nChanged 245
		SP:Iteration 16Q (9808.050000 sec): 3 clusters
  Score: Raw -58885095.074213 + Penalty 4267.306806 = -58880827.767407
  nChanged 237
		SP:Iteration 17Q (9809.000000 sec): 3 clusters
  Score: Raw -58885198.074171 + Penalty 4267.306806 = -58880930.767364
  nChanged 213
		SP:Iteration 18Q (9809.950000 sec): 3 clusters
  Score: Raw -58885284.822026 + Penalty 4267.306806 = -58881017.515219
  nChanged 194
		SP:Iteration 19Q (9810.900000 sec): 3 clusters
  Score: Raw -58885368.152575 + Penalty 4267.306806 = -58881100.845769
  nChanged 200
		SP:Iteration 20F (9812.230000 sec): 3 clusters
  Score: Raw -58885477.765153 + Penalty 4267.306806 = -58881210.458346
  nChanged 205
		SP:Iteration 21Q (9813.180000 sec): 3 clusters
  Score: Raw -58885581.366009 + Penalty 4267.306806 = -58881314.059202
  nChanged 217
		SP:Iteration 22Q (9814.140000 sec): 3 clusters
  Score: Raw -58885682.400421 + Penalty 4267.306806 = -58881415.093615
  nChanged 209
		SP:Iteration 23Q (9815.080000 sec): 3 clusters
  Score: Raw -58885768.530191 + Penalty 4267.306806 = -58881501.223385
  nChanged 210
		SP:Iteration 24Q (9816.030000 sec): 3 clusters
  Score: Raw -58885842.609515 + Penalty 4267.306806 = -58881575.302709
  nChanged 181
		SP:Iteration 25Q (9816.980000 sec): 3 clusters
  Score: Raw -58885897.576205 + Penalty 4267.306806 = -58881630.269398
  nChanged 140
		SP:Iteration 26Q (9817.940000 sec): 3 clusters
  Score: Raw -58885933.551840 + Penalty 4267.306806 = -58881666.245033
  nChanged 127
		SP:Iteration 27Q (9818.900000 sec): 3 clusters
  Score: Raw -58885969.488793 + Penalty 4267.306806 = -58881702.181987
  nChanged 125
		SP:Iteration 28Q (9819.860000 sec): 3 clusters
  Score: Raw -58886001.224903 + Penalty 4267.306806 = -58881733.918097
  nChanged 117
		SP:Iteration 29Q (9820.800000 sec): 3 clusters
  Score: Raw -58886030.978297 + Penalty 4267.306806 = -58881763.671491
  nChanged 110
		SP:Iteration 30Q (9821.740000 sec): 3 clusters
  Score: Raw -58886055.994011 + Penalty 4267.306806 = -58881788.687204
  nChanged 114
		SP:Iteration 31Q (9822.680000 sec): 3 clusters
  Score: Raw -58886080.208756 + Penalty 4267.306806 = -58881812.901950
  nChanged 108
		SP:Iteration 32Q (9823.640000 sec): 3 clusters
  Score: Raw -58886104.343518 + Penalty 4267.306806 = -58881837.036712
  nChanged 105
		SP:Iteration 33Q (9824.590000 sec): 3 clusters
  Score: Raw -58886125.476279 + Penalty 4267.306806 = -58881858.169473
  nChanged 105
		SP:Iteration 34Q (9825.550000 sec): 3 clusters
  Score: Raw -58886144.817763 + Penalty 4267.306806 = -58881877.510957
  nChanged 90
		SP:Iteration 35Q (9826.500000 sec): 3 clusters
  Score: Raw -58886159.711976 + Penalty 4267.306806 = -58881892.405170
  nChanged 73
		SP:Iteration 36Q (9827.440000 sec): 3 clusters
  Score: Raw -58886170.464924 + Penalty 4267.306806 = -58881903.158118
  nChanged 60
		SP:Iteration 37Q (9828.400000 sec): 3 clusters
  Score: Raw -58886178.522098 + Penalty 4267.306806 = -58881911.215292
  nChanged 43
		SP:Iteration 38Q (9829.350000 sec): 3 clusters
  Score: Raw -58886183.255811 + Penalty 4267.306806 = -58881915.949005
  nChanged 34
		SP:Iteration 39Q (9830.300000 sec): 3 clusters
  Score: Raw -58886186.909468 + Penalty 4267.306806 = -58881919.602662
  nChanged 24
		SP:Iteration 40F (9831.610000 sec): 3 clusters
  Score: Raw -58886194.176663 + Penalty 4267.306806 = -58881926.869856
  nChanged 38
		SP:Iteration 41Q (9832.560000 sec): 3 clusters
  Score: Raw -58886198.025507 + Penalty 4267.306806 = -58881930.718700
  nChanged 24
		SP:Iteration 42Q (9833.520000 sec): 3 clusters
  Score: Raw -58886200.611948 + Penalty 4267.306806 = -58881933.305141
  nChanged 29
		SP:Iteration 43Q (9834.480000 sec): 3 clusters
  Score: Raw -58886203.917556 + Penalty 4267.306806 = -58881936.610750
  nChanged 30
		SP:Iteration 44Q (9835.450000 sec): 3 clusters
  Score: Raw -58886206.813968 + Penalty 4267.306806 = -58881939.507161
  nChanged 24
		SP:Iteration 45Q (9836.400000 sec): 3 clusters
  Score: Raw -58886209.690905 + Penalty 4267.306806 = -58881942.384098
  nChanged 28
		SP:Iteration 46Q (9837.350000 sec): 3 clusters
  Score: Raw -58886212.831330 + Penalty 4267.306806 = -58881945.524524
  nChanged 24
		SP:Iteration 47Q (9838.300000 sec): 3 clusters
  Score: Raw -58886214.863382 + Penalty 4267.306806 = -58881947.556576
  nChanged 16
		SP:Iteration 48Q (9839.260000 sec): 3 clusters
  Score: Raw -58886216.066005 + Penalty 4267.306806 = -58881948.759199
  nChanged 23
		SP:Iteration 49Q (9840.210000 sec): 3 clusters
  Score: Raw -58886217.816410 + Penalty 4267.306806 = -58881950.509604
  nChanged 8
		SP:Iteration 50Q (9841.170000 sec): 3 clusters
  Score: Raw -58886218.293485 + Penalty 4267.306806 = -58881950.986679
  nChanged 4
		SP:Iteration 51Q (9842.130000 sec): 3 clusters
  Score: Raw -58886218.504560 + Penalty 4267.306806 = -58881951.197754
  nChanged 4
		SP:Iteration 52Q (9843.080000 sec): 3 clusters
  Score: Raw -58886218.745746 + Penalty 4267.306806 = -58881951.438940
  nChanged 2
		SP:Iteration 53Q (9844.030000 sec): 3 clusters
  Score: Raw -58886218.976972 + Penalty 4267.306806 = -58881951.670165
  nChanged 5
		SP:Iteration 54Q (9844.980000 sec): 3 clusters
  Score: Raw -58886219.329462 + Penalty 4267.306806 = -58881952.022656
  nChanged 3
		SP:Iteration 55Q (9845.950000 sec): 3 clusters
  Score: Raw -58886219.595335 + Penalty 4267.306806 = -58881952.288529
  nChanged 2
		SP:Iteration 56Q (9846.910000 sec): 3 clusters
  Score: Raw -58886219.767810 + Penalty 4267.306806 = -58881952.461004
  nChanged 2
		SP:Iteration 57Q (9847.880000 sec): 3 clusters
  Score: Raw -58886219.886173 + Penalty 4267.306806 = -58881952.579366
  nChanged 2
		SP:Iteration 58Q (9848.830000 sec): 3 clusters
  Score: Raw -58886220.004853 + Penalty 4267.306806 = -58881952.698047
  nChanged 4
		SP:Iteration 59Q (9849.790000 sec): 3 clusters
  Score: Raw -58886220.431118 + Penalty 4267.306806 = -58881953.124312
  nChanged 4
		SP:Iteration 60F (9851.110000 sec): 3 clusters
  Score: Raw -58886220.781945 + Penalty 4267.306806 = -58881953.475139
  nChanged 2
		SP:Iteration 61Q (9852.050000 sec): 3 clusters
  Score: Raw -58886220.902304 + Penalty 4267.306806 = -58881953.595498
  nChanged 2
		SP:Iteration 62Q (9853.010000 sec): 3 clusters
  Score: Raw -58886220.976755 + Penalty 4267.306806 = -58881953.669949
  nChanged 0
		SP:Iteration 63F (9854.330000 sec): 3 clusters
  Score: Raw -58886220.976755 + Penalty 4267.306806 = -58881953.669949
  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 12.55 GB.

 Trying to split cluster 10 (3277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9854.600000 sec): 2 clusters
  Score: Raw -368390.893187 + Penalty 1315.386093 = -367075.507095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9854.610000 sec): 3 clusters
  Score: Raw -366812.713880 + Penalty 2630.772186 = -364181.941694
  nChanged 1254
		SP:Iteration 1F (9854.610000 sec): 3 clusters
  Score: Raw -367573.408061 + Penalty 2630.772186 = -364942.635875
  nChanged 262
		SP:Iteration 2F (9854.620000 sec): 3 clusters
  Score: Raw -367766.687711 + Penalty 2630.772186 = -365135.915526
  nChanged 185
		SP:Iteration 3F (9854.630000 sec): 3 clusters
  Score: Raw -367910.606547 + Penalty 2630.772186 = -365279.834361
  nChanged 159
		SP:Iteration 4Q (9854.640000 sec): 3 clusters
  Score: Raw -368038.180648 + Penalty 2630.772186 = -365407.408462
  nChanged 140
		SP:Iteration 5Q (9854.650000 sec): 3 clusters
  Score: Raw -368168.405659 + Penalty 2630.772186 = -365537.633473
  nChanged 150
		SP:Iteration 6Q (9854.650000 sec): 3 clusters
  Score: Raw -368326.417871 + Penalty 2630.772186 = -365695.645685
  nChanged 134
		SP:Iteration 7Q (9854.660000 sec): 3 clusters
  Score: Raw -368491.239585 + Penalty 2630.772186 = -365860.467400
  nChanged 135
		SP:Iteration 8Q (9854.670000 sec): 3 clusters
  Score: Raw -368667.606161 + Penalty 2630.772186 = -366036.833976
  nChanged 124
		SP:Iteration 9Q (9854.680000 sec): 3 clusters
  Score: Raw -368821.839093 + Penalty 2630.772186 = -366191.066907
  nChanged 102
		SP:Iteration 10Q (9854.680000 sec): 3 clusters
  Score: Raw -368939.802640 + Penalty 2630.772186 = -366309.030454
  nChanged 88
		SP:Iteration 11Q (9854.690000 sec): 3 clusters
  Score: Raw -369027.279384 + Penalty 2630.772186 = -366396.507198
  nChanged 61
		SP:Iteration 12Q (9854.700000 sec): 3 clusters
  Score: Raw -369078.928804 + Penalty 2630.772186 = -366448.156619
  nChanged 50
		SP:Iteration 13Q (9854.710000 sec): 3 clusters
  Score: Raw -369112.513376 + Penalty 2630.772186 = -366481.741190
  nChanged 32
		SP:Iteration 14Q (9854.710000 sec): 3 clusters
  Score: Raw -369128.059266 + Penalty 2630.772186 = -366497.287080
  nChanged 17
		SP:Iteration 15Q (9854.720000 sec): 3 clusters
  Score: Raw -369134.700815 + Penalty 2630.772186 = -366503.928629
  nChanged 4
		SP:Iteration 16Q (9854.730000 sec): 3 clusters
  Score: Raw -369136.497782 + Penalty 2630.772186 = -366505.725596
  nChanged 2
		SP:Iteration 17Q (9854.730000 sec): 3 clusters
  Score: Raw -369137.081145 + Penalty 2630.772186 = -366506.308959
  nChanged 2
		SP:Iteration 18Q (9854.740000 sec): 3 clusters
  Score: Raw -369137.722484 + Penalty 2630.772186 = -366506.950299
  nChanged 1
		SP:Iteration 19Q (9854.750000 sec): 3 clusters
  Score: Raw -369138.050157 + Penalty 2630.772186 = -366507.277972
  nChanged 1
		SP:Iteration 20F (9854.750000 sec): 3 clusters
  Score: Raw -369138.490857 + Penalty 2630.772186 = -366507.718671
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (50342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9854.910000 sec): 2 clusters
  Score: Raw -5987490.202916 + Penalty 1759.321687 = -5985730.881229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9855.050000 sec): 3 clusters
  Score: Raw -5955456.452784 + Penalty 3518.643374 = -5951937.809410
  nChanged 23605
		SP:Iteration 1F (9855.180000 sec): 3 clusters
  Score: Raw -5968774.144345 + Penalty 3518.643374 = -5965255.500971
  nChanged 1886
		SP:Iteration 2Q (9855.320000 sec): 3 clusters
  Score: Raw -5969309.191424 + Penalty 3518.643374 = -5965790.548050
  nChanged 1928
		SP:Iteration 3Q (9855.450000 sec): 3 clusters
  Score: Raw -5969960.768873 + Penalty 3518.643374 = -5966442.125499
  nChanged 2212
		SP:Iteration 4Q (9855.590000 sec): 3 clusters
  Score: Raw -5970858.180692 + Penalty 3518.643374 = -5967339.537317
  nChanged 2477
		SP:Iteration 5Q (9855.730000 sec): 3 clusters
  Score: Raw -5971993.578610 + Penalty 3518.643374 = -5968474.935236
  nChanged 2859
		SP:Iteration 6F (9855.860000 sec): 3 clusters
  Score: Raw -5973375.016227 + Penalty 3518.643374 = -5969856.372852
  nChanged 3055
		SP:Iteration 7F (9855.990000 sec): 3 clusters
  Score: Raw -5974905.100806 + Penalty 3518.643374 = -5971386.457431
  nChanged 2959
		SP:Iteration 8F (9856.130000 sec): 3 clusters
  Score: Raw -5976282.424541 + Penalty 3518.643374 = -5972763.781167
  nChanged 2514
		SP:Iteration 9Q (9856.270000 sec): 3 clusters
  Score: Raw -5977288.847286 + Penalty 3518.643374 = -5973770.203911
  nChanged 1999
		SP:Iteration 10Q (9856.400000 sec): 3 clusters
  Score: Raw -5977951.569583 + Penalty 3518.643374 = -5974432.926209
  nChanged 1484
		SP:Iteration 11Q (9856.540000 sec): 3 clusters
  Score: Raw -5978377.399797 + Penalty 3518.643374 = -5974858.756422
  nChanged 1142
		SP:Iteration 12Q (9856.680000 sec): 3 clusters
  Score: Raw -5978670.715498 + Penalty 3518.643374 = -5975152.072123
  nChanged 994
		SP:Iteration 13Q (9856.810000 sec): 3 clusters
  Score: Raw -5978945.374188 + Penalty 3518.643374 = -5975426.730814
  nChanged 939
		SP:Iteration 14Q (9856.950000 sec): 3 clusters
  Score: Raw -5979217.871045 + Penalty 3518.643374 = -5975699.227671
  nChanged 975
		SP:Iteration 15Q (9857.090000 sec): 3 clusters
  Score: Raw -5979534.762762 + Penalty 3518.643374 = -5976016.119388
  nChanged 1107
		SP:Iteration 16Q (9857.230000 sec): 3 clusters
  Score: Raw -5979962.950325 + Penalty 3518.643374 = -5976444.306950
  nChanged 1193
		SP:Iteration 17Q (9857.360000 sec): 3 clusters
  Score: Raw -5980473.792481 + Penalty 3518.643374 = -5976955.149107
  nChanged 1260
		SP:Iteration 18Q (9857.500000 sec): 3 clusters
  Score: Raw -5981157.210369 + Penalty 3518.643374 = -5977638.566995
  nChanged 1412
		SP:Iteration 19Q (9857.630000 sec): 3 clusters
  Score: Raw -5982072.658465 + Penalty 3518.643374 = -5978554.015091
  nChanged 1401
		SP:Iteration 20F (9857.770000 sec): 3 clusters
  Score: Raw -5983169.991968 + Penalty 3518.643374 = -5979651.348594
  nChanged 1315
		SP:Iteration 21Q (9857.900000 sec): 3 clusters
  Score: Raw -5984352.253403 + Penalty 3518.643374 = -5980833.610029
  nChanged 1070
		SP:Iteration 22Q (9858.030000 sec): 3 clusters
  Score: Raw -5985231.034154 + Penalty 3518.643374 = -5981712.390780
  nChanged 820
		SP:Iteration 23Q (9858.140000 sec): 3 clusters
  Score: Raw -5985792.047096 + Penalty 3518.643374 = -5982273.403721
  nChanged 633
		SP:Iteration 24Q (9858.260000 sec): 3 clusters
  Score: Raw -5986139.884548 + Penalty 3518.643374 = -5982621.241173
  nChanged 548
		SP:Iteration 25Q (9858.370000 sec): 3 clusters
  Score: Raw -5986395.085325 + Penalty 3518.643374 = -5982876.441950
  nChanged 474
		SP:Iteration 26Q (9858.470000 sec): 3 clusters
  Score: Raw -5986593.908576 + Penalty 3518.643374 = -5983075.265201
  nChanged 421
		SP:Iteration 27Q (9858.580000 sec): 3 clusters
  Score: Raw -5986773.533587 + Penalty 3518.643374 = -5983254.890213
  nChanged 381
		SP:Iteration 28Q (9858.680000 sec): 3 clusters
  Score: Raw -5986929.352132 + Penalty 3518.643374 = -5983410.708758
  nChanged 326
		SP:Iteration 29Q (9858.790000 sec): 3 clusters
  Score: Raw -5987059.369938 + Penalty 3518.643374 = -5983540.726564
  nChanged 276
		SP:Iteration 30Q (9858.890000 sec): 3 clusters
  Score: Raw -5987166.030002 + Penalty 3518.643374 = -5983647.386628
  nChanged 235
		SP:Iteration 31Q (9858.990000 sec): 3 clusters
  Score: Raw -5987256.181594 + Penalty 3518.643374 = -5983737.538220
  nChanged 217
		SP:Iteration 32Q (9859.090000 sec): 3 clusters
  Score: Raw -5987334.961223 + Penalty 3518.643374 = -5983816.317849
  nChanged 190
		SP:Iteration 33Q (9859.200000 sec): 3 clusters
  Score: Raw -5987400.834659 + Penalty 3518.643374 = -5983882.191285
  nChanged 171
		SP:Iteration 34Q (9859.290000 sec): 3 clusters
  Score: Raw -5987466.839964 + Penalty 3518.643374 = -5983948.196590
  nChanged 156
		SP:Iteration 35Q (9859.390000 sec): 3 clusters
  Score: Raw -5987524.059990 + Penalty 3518.643374 = -5984005.416615
  nChanged 111
		SP:Iteration 36Q (9859.490000 sec): 3 clusters
  Score: Raw -5987555.895495 + Penalty 3518.643374 = -5984037.252121
  nChanged 82
		SP:Iteration 37Q (9859.580000 sec): 3 clusters
  Score: Raw -5987579.617275 + Penalty 3518.643374 = -5984060.973901
  nChanged 79
		SP:Iteration 38Q (9859.680000 sec): 3 clusters
  Score: Raw -5987604.927612 + Penalty 3518.643374 = -5984086.284238
  nChanged 77
		SP:Iteration 39Q (9859.780000 sec): 3 clusters
  Score: Raw -5987624.737675 + Penalty 3518.643374 = -5984106.094301
  nChanged 58
		SP:Iteration 40F (9859.910000 sec): 3 clusters
  Score: Raw -5987641.463248 + Penalty 3518.643374 = -5984122.819874
  nChanged 53
		SP:Iteration 41Q (9860.000000 sec): 3 clusters
  Score: Raw -5987656.163630 + Penalty 3518.643374 = -5984137.520256
  nChanged 56
		SP:Iteration 42Q (9860.100000 sec): 3 clusters
  Score: Raw -5987670.465249 + Penalty 3518.643374 = -5984151.821875
  nChanged 44
		SP:Iteration 43Q (9860.200000 sec): 3 clusters
  Score: Raw -5987683.633416 + Penalty 3518.643374 = -5984164.990042
  nChanged 35
		SP:Iteration 44Q (9860.290000 sec): 3 clusters
  Score: Raw -5987693.023606 + Penalty 3518.643374 = -5984174.380232
  nChanged 41
		SP:Iteration 45Q (9860.390000 sec): 3 clusters
  Score: Raw -5987706.805721 + Penalty 3518.643374 = -5984188.162347
  nChanged 43
		SP:Iteration 46Q (9860.480000 sec): 3 clusters
  Score: Raw -5987720.281416 + Penalty 3518.643374 = -5984201.638042
  nChanged 37
		SP:Iteration 47Q (9860.580000 sec): 3 clusters
  Score: Raw -5987730.817159 + Penalty 3518.643374 = -5984212.173785
  nChanged 31
		SP:Iteration 48Q (9860.680000 sec): 3 clusters
  Score: Raw -5987739.508065 + Penalty 3518.643374 = -5984220.864690
  nChanged 30
		SP:Iteration 49Q (9860.770000 sec): 3 clusters
  Score: Raw -5987750.026072 + Penalty 3518.643374 = -5984231.382698
  nChanged 30
		SP:Iteration 50Q (9860.870000 sec): 3 clusters
  Score: Raw -5987758.920781 + Penalty 3518.643374 = -5984240.277406
  nChanged 27
		SP:Iteration 51Q (9860.960000 sec): 3 clusters
  Score: Raw -5987766.883990 + Penalty 3518.643374 = -5984248.240616
  nChanged 22
		SP:Iteration 52Q (9861.060000 sec): 3 clusters
  Score: Raw -5987773.677661 + Penalty 3518.643374 = -5984255.034286
  nChanged 14
		SP:Iteration 53Q (9861.150000 sec): 3 clusters
  Score: Raw -5987777.989315 + Penalty 3518.643374 = -5984259.345941
  nChanged 12
		SP:Iteration 54Q (9861.250000 sec): 3 clusters
  Score: Raw -5987781.157926 + Penalty 3518.643374 = -5984262.514552
  nChanged 14
		SP:Iteration 55Q (9861.340000 sec): 3 clusters
  Score: Raw -5987785.308090 + Penalty 3518.643374 = -5984266.664716
  nChanged 10
		SP:Iteration 56Q (9861.440000 sec): 3 clusters
  Score: Raw -5987787.925531 + Penalty 3518.643374 = -5984269.282157
  nChanged 10
		SP:Iteration 57Q (9861.540000 sec): 3 clusters
  Score: Raw -5987791.313407 + Penalty 3518.643374 = -5984272.670033
  nChanged 14
		SP:Iteration 58Q (9861.630000 sec): 3 clusters
  Score: Raw -5987795.659621 + Penalty 3518.643374 = -5984277.016246
  nChanged 15
		SP:Iteration 59Q (9861.730000 sec): 3 clusters
  Score: Raw -5987799.582148 + Penalty 3518.643374 = -5984280.938773
  nChanged 9
		SP:Iteration 60F (9861.860000 sec): 3 clusters
  Score: Raw -5987801.762483 + Penalty 3518.643374 = -5984283.119109
  nChanged 5
		SP:Iteration 61Q (9861.960000 sec): 3 clusters
  Score: Raw -5987803.415465 + Penalty 3518.643374 = -5984284.772090
  nChanged 8
		SP:Iteration 62Q (9862.050000 sec): 3 clusters
  Score: Raw -5987805.828940 + Penalty 3518.643374 = -5984287.185565
  nChanged 9
		SP:Iteration 63Q (9862.140000 sec): 3 clusters
  Score: Raw -5987808.938682 + Penalty 3518.643374 = -5984290.295308
  nChanged 9
		SP:Iteration 64Q (9862.240000 sec): 3 clusters
  Score: Raw -5987811.342074 + Penalty 3518.643374 = -5984292.698699
  nChanged 7
		SP:Iteration 65Q (9862.340000 sec): 3 clusters
  Score: Raw -5987813.317942 + Penalty 3518.643374 = -5984294.674567
  nChanged 6
		SP:Iteration 66Q (9862.430000 sec): 3 clusters
  Score: Raw -5987814.854871 + Penalty 3518.643374 = -5984296.211497
  nChanged 6
		SP:Iteration 67Q (9862.530000 sec): 3 clusters
  Score: Raw -5987816.753838 + Penalty 3518.643374 = -5984298.110463
  nChanged 8
		SP:Iteration 68Q (9862.620000 sec): 3 clusters
  Score: Raw -5987818.881832 + Penalty 3518.643374 = -5984300.238458
  nChanged 6
		SP:Iteration 69Q (9862.720000 sec): 3 clusters
  Score: Raw -5987820.968929 + Penalty 3518.643374 = -5984302.325555
  nChanged 6
		SP:Iteration 70Q (9862.820000 sec): 3 clusters
  Score: Raw -5987822.615743 + Penalty 3518.643374 = -5984303.972369
  nChanged 2
		SP:Iteration 71Q (9862.910000 sec): 3 clusters
  Score: Raw -5987823.151900 + Penalty 3518.643374 = -5984304.508526
  nChanged 2
		SP:Iteration 72Q (9863.000000 sec): 3 clusters
  Score: Raw -5987823.677719 + Penalty 3518.643374 = -5984305.034345
  nChanged 2
		SP:Iteration 73Q (9863.100000 sec): 3 clusters
  Score: Raw -5987824.208568 + Penalty 3518.643374 = -5984305.565193
  nChanged 3
		SP:Iteration 74Q (9863.200000 sec): 3 clusters
  Score: Raw -5987824.855151 + Penalty 3518.643374 = -5984306.211777
  nChanged 2
		SP:Iteration 75Q (9863.290000 sec): 3 clusters
  Score: Raw -5987825.436418 + Penalty 3518.643374 = -5984306.793044
  nChanged 2
		SP:Iteration 76Q (9863.380000 sec): 3 clusters
  Score: Raw -5987826.518006 + Penalty 3518.643374 = -5984307.874632
  nChanged 4
		SP:Iteration 77Q (9863.480000 sec): 3 clusters
  Score: Raw -5987827.693773 + Penalty 3518.643374 = -5984309.050398
  nChanged 2
		SP:Iteration 78Q (9863.580000 sec): 3 clusters
  Score: Raw -5987827.970624 + Penalty 3518.643374 = -5984309.327250
  nChanged 1
		SP:Iteration 79Q (9863.670000 sec): 3 clusters
  Score: Raw -5987828.290210 + Penalty 3518.643374 = -5984309.646836
  nChanged 3
		SP:Iteration 80F (9863.800000 sec): 3 clusters
  Score: Raw -5987828.954560 + Penalty 3518.643374 = -5984310.311185
  nChanged 1
		SP:Iteration 81Q (9863.900000 sec): 3 clusters
  Score: Raw -5987829.223368 + Penalty 3518.643374 = -5984310.579993
  nChanged 0
		SP:Iteration 82F (9864.030000 sec): 3 clusters
  Score: Raw -5987829.223368 + Penalty 3518.643374 = -5984310.579993
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9864.080000 sec): 2 clusters
  Score: Raw -1264878.361178 + Penalty 1511.502078 = -1263366.859100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9864.110000 sec): 3 clusters
  Score: Raw -1258577.626245 + Penalty 3023.004157 = -1255554.622088
  nChanged 4752
		SP:Iteration 1F (9864.140000 sec): 3 clusters
  Score: Raw -1261271.984734 + Penalty 3023.004157 = -1258248.980577
  nChanged 827
		SP:Iteration 2F (9864.160000 sec): 3 clusters
  Score: Raw -1261838.742068 + Penalty 3023.004157 = -1258815.737911
  nChanged 889
		SP:Iteration 3F (9864.190000 sec): 3 clusters
  Score: Raw -1262626.262324 + Penalty 3023.004157 = -1259603.258167
  nChanged 937
		SP:Iteration 4F (9864.220000 sec): 3 clusters
  Score: Raw -1263406.972737 + Penalty 3023.004157 = -1260383.968580
  nChanged 857
		SP:Iteration 5F (9864.250000 sec): 3 clusters
  Score: Raw -1264039.794423 + Penalty 3023.004157 = -1261016.790266
  nChanged 651
		SP:Iteration 6F (9864.280000 sec): 3 clusters
  Score: Raw -1264409.839366 + Penalty 3023.004157 = -1261386.835209
  nChanged 432
		SP:Iteration 7Q (9864.300000 sec): 3 clusters
  Score: Raw -1264589.446804 + Penalty 3023.004157 = -1261566.442647
  nChanged 288
		SP:Iteration 8Q (9864.330000 sec): 3 clusters
  Score: Raw -1264684.503661 + Penalty 3023.004157 = -1261661.499504
  nChanged 217
		SP:Iteration 9Q (9864.360000 sec): 3 clusters
  Score: Raw -1264750.737381 + Penalty 3023.004157 = -1261727.733224
  nChanged 165
		SP:Iteration 10Q (9864.380000 sec): 3 clusters
  Score: Raw -1264795.537438 + Penalty 3023.004157 = -1261772.533281
  nChanged 136
		SP:Iteration 11Q (9864.410000 sec): 3 clusters
  Score: Raw -1264834.623555 + Penalty 3023.004157 = -1261811.619398
  nChanged 130
		SP:Iteration 12Q (9864.440000 sec): 3 clusters
  Score: Raw -1264870.926041 + Penalty 3023.004157 = -1261847.921884
  nChanged 109
		SP:Iteration 13Q (9864.470000 sec): 3 clusters
  Score: Raw -1264894.269675 + Penalty 3023.004157 = -1261871.265518
  nChanged 95
		SP:Iteration 14Q (9864.500000 sec): 3 clusters
  Score: Raw -1264915.991748 + Penalty 3023.004157 = -1261892.987592
  nChanged 82
		SP:Iteration 15Q (9864.520000 sec): 3 clusters
  Score: Raw -1264937.890394 + Penalty 3023.004157 = -1261914.886237
  nChanged 88
		SP:Iteration 16Q (9864.550000 sec): 3 clusters
  Score: Raw -1264959.589410 + Penalty 3023.004157 = -1261936.585253
  nChanged 92
		SP:Iteration 17Q (9864.580000 sec): 3 clusters
  Score: Raw -1264979.416259 + Penalty 3023.004157 = -1261956.412102
  nChanged 80
		SP:Iteration 18Q (9864.600000 sec): 3 clusters
  Score: Raw -1264996.137783 + Penalty 3023.004157 = -1261973.133626
  nChanged 56
		SP:Iteration 19Q (9864.630000 sec): 3 clusters
  Score: Raw -1265007.018196 + Penalty 3023.004157 = -1261984.014039
  nChanged 49
		SP:Iteration 20F (9864.660000 sec): 3 clusters
  Score: Raw -1265017.294154 + Penalty 3023.004157 = -1261994.289997
  nChanged 43
		SP:Iteration 21Q (9864.680000 sec): 3 clusters
  Score: Raw -1265028.170088 + Penalty 3023.004157 = -1262005.165931
  nChanged 46
		SP:Iteration 22Q (9864.710000 sec): 3 clusters
  Score: Raw -1265039.874660 + Penalty 3023.004157 = -1262016.870504
  nChanged 42
		SP:Iteration 23Q (9864.740000 sec): 3 clusters
  Score: Raw -1265047.906365 + Penalty 3023.004157 = -1262024.902208
  nChanged 32
		SP:Iteration 24Q (9864.770000 sec): 3 clusters
  Score: Raw -1265054.230710 + Penalty 3023.004157 = -1262031.226554
  nChanged 35
		SP:Iteration 25Q (9864.800000 sec): 3 clusters
  Score: Raw -1265060.167440 + Penalty 3023.004157 = -1262037.163283
  nChanged 36
		SP:Iteration 26Q (9864.820000 sec): 3 clusters
  Score: Raw -1265067.659522 + Penalty 3023.004157 = -1262044.655365
  nChanged 43
		SP:Iteration 27Q (9864.850000 sec): 3 clusters
  Score: Raw -1265078.414727 + Penalty 3023.004157 = -1262055.410571
  nChanged 43
		SP:Iteration 28Q (9864.880000 sec): 3 clusters
  Score: Raw -1265087.989582 + Penalty 3023.004157 = -1262064.985425
  nChanged 42
		SP:Iteration 29Q (9864.900000 sec): 3 clusters
  Score: Raw -1265097.843709 + Penalty 3023.004157 = -1262074.839552
  nChanged 36
		SP:Iteration 30Q (9864.930000 sec): 3 clusters
  Score: Raw -1265105.014162 + Penalty 3023.004157 = -1262082.010005
  nChanged 24
		SP:Iteration 31Q (9864.960000 sec): 3 clusters
  Score: Raw -1265108.833783 + Penalty 3023.004157 = -1262085.829626
  nChanged 22
		SP:Iteration 32Q (9864.980000 sec): 3 clusters
  Score: Raw -1265112.863181 + Penalty 3023.004157 = -1262089.859024
  nChanged 22
		SP:Iteration 33Q (9865.010000 sec): 3 clusters
  Score: Raw -1265117.741258 + Penalty 3023.004157 = -1262094.737101
  nChanged 19
		SP:Iteration 34Q (9865.040000 sec): 3 clusters
  Score: Raw -1265121.588136 + Penalty 3023.004157 = -1262098.583979
  nChanged 14
		SP:Iteration 35Q (9865.070000 sec): 3 clusters
  Score: Raw -1265124.135178 + Penalty 3023.004157 = -1262101.131022
  nChanged 10
		SP:Iteration 36Q (9865.090000 sec): 3 clusters
  Score: Raw -1265125.883119 + Penalty 3023.004157 = -1262102.878963
  nChanged 12
		SP:Iteration 37Q (9865.120000 sec): 3 clusters
  Score: Raw -1265127.500750 + Penalty 3023.004157 = -1262104.496593
  nChanged 10
		SP:Iteration 38Q (9865.150000 sec): 3 clusters
  Score: Raw -1265129.076056 + Penalty 3023.004157 = -1262106.071899
  nChanged 15
		SP:Iteration 39Q (9865.180000 sec): 3 clusters
  Score: Raw -1265131.830662 + Penalty 3023.004157 = -1262108.826505
  nChanged 16
		SP:Iteration 40F (9865.200000 sec): 3 clusters
  Score: Raw -1265136.561436 + Penalty 3023.004157 = -1262113.557280
  nChanged 29
		SP:Iteration 41Q (9865.230000 sec): 3 clusters
  Score: Raw -1265143.529853 + Penalty 3023.004157 = -1262120.525696
  nChanged 25
		SP:Iteration 42Q (9865.260000 sec): 3 clusters
  Score: Raw -1265149.123410 + Penalty 3023.004157 = -1262126.119253
  nChanged 23
		SP:Iteration 43Q (9865.280000 sec): 3 clusters
  Score: Raw -1265153.801664 + Penalty 3023.004157 = -1262130.797507
  nChanged 18
		SP:Iteration 44Q (9865.310000 sec): 3 clusters
  Score: Raw -1265157.885367 + Penalty 3023.004157 = -1262134.881210
  nChanged 21
		SP:Iteration 45Q (9865.340000 sec): 3 clusters
  Score: Raw -1265163.417746 + Penalty 3023.004157 = -1262140.413589
  nChanged 27
		SP:Iteration 46Q (9865.360000 sec): 3 clusters
  Score: Raw -1265170.588663 + Penalty 3023.004157 = -1262147.584506
  nChanged 19
		SP:Iteration 47Q (9865.390000 sec): 3 clusters
  Score: Raw -1265174.978277 + Penalty 3023.004157 = -1262151.974120
  nChanged 20
		SP:Iteration 48Q (9865.420000 sec): 3 clusters
  Score: Raw -1265178.375085 + Penalty 3023.004157 = -1262155.370928
  nChanged 13
		SP:Iteration 49Q (9865.440000 sec): 3 clusters
  Score: Raw -1265180.625023 + Penalty 3023.004157 = -1262157.620866
  nChanged 6
		SP:Iteration 50Q (9865.470000 sec): 3 clusters
  Score: Raw -1265181.521339 + Penalty 3023.004157 = -1262158.517182
  nChanged 6
		SP:Iteration 51Q (9865.500000 sec): 3 clusters
  Score: Raw -1265182.494204 + Penalty 3023.004157 = -1262159.490047
  nChanged 7
		SP:Iteration 52Q (9865.520000 sec): 3 clusters
  Score: Raw -1265183.531940 + Penalty 3023.004157 = -1262160.527783
  nChanged 4
		SP:Iteration 53Q (9865.550000 sec): 3 clusters
  Score: Raw -1265184.130671 + Penalty 3023.004157 = -1262161.126514
  nChanged 1
		SP:Iteration 54Q (9865.580000 sec): 3 clusters
  Score: Raw -1265184.410649 + Penalty 3023.004157 = -1262161.406492
  nChanged 5
		SP:Iteration 55Q (9865.600000 sec): 3 clusters
  Score: Raw -1265186.081767 + Penalty 3023.004157 = -1262163.077610
  nChanged 11
		SP:Iteration 56Q (9865.630000 sec): 3 clusters
  Score: Raw -1265187.967772 + Penalty 3023.004157 = -1262164.963615
  nChanged 8
		SP:Iteration 57Q (9865.660000 sec): 3 clusters
  Score: Raw -1265188.992039 + Penalty 3023.004157 = -1262165.987883
  nChanged 5
		SP:Iteration 58Q (9865.680000 sec): 3 clusters
  Score: Raw -1265189.810037 + Penalty 3023.004157 = -1262166.805880
  nChanged 7
		SP:Iteration 59Q (9865.710000 sec): 3 clusters
  Score: Raw -1265190.982291 + Penalty 3023.004157 = -1262167.978134
  nChanged 10
		SP:Iteration 60F (9865.740000 sec): 3 clusters
  Score: Raw -1265193.228792 + Penalty 3023.004157 = -1262170.224636
  nChanged 12
		SP:Iteration 61Q (9865.760000 sec): 3 clusters
  Score: Raw -1265195.675511 + Penalty 3023.004157 = -1262172.671354
  nChanged 11
		SP:Iteration 62Q (9865.790000 sec): 3 clusters
  Score: Raw -1265198.064166 + Penalty 3023.004157 = -1262175.060009
  nChanged 12
		SP:Iteration 63Q (9865.820000 sec): 3 clusters
  Score: Raw -1265200.537180 + Penalty 3023.004157 = -1262177.533023
  nChanged 12
		SP:Iteration 64Q (9865.840000 sec): 3 clusters
  Score: Raw -1265204.011672 + Penalty 3023.004157 = -1262181.007515
  nChanged 17
		SP:Iteration 65Q (9865.870000 sec): 3 clusters
  Score: Raw -1265208.541061 + Penalty 3023.004157 = -1262185.536904
  nChanged 13
		SP:Iteration 66Q (9865.900000 sec): 3 clusters
  Score: Raw -1265211.137596 + Penalty 3023.004157 = -1262188.133440
  nChanged 14
		SP:Iteration 67Q (9865.920000 sec): 3 clusters
  Score: Raw -1265213.785275 + Penalty 3023.004157 = -1262190.781118
  nChanged 10
		SP:Iteration 68Q (9865.950000 sec): 3 clusters
  Score: Raw -1265216.498973 + Penalty 3023.004157 = -1262193.494817
  nChanged 12
		SP:Iteration 69Q (9865.980000 sec): 3 clusters
  Score: Raw -1265220.084081 + Penalty 3023.004157 = -1262197.079924
  nChanged 16
		SP:Iteration 70Q (9866.000000 sec): 3 clusters
  Score: Raw -1265223.680116 + Penalty 3023.004157 = -1262200.675960
  nChanged 9
		SP:Iteration 71Q (9866.030000 sec): 3 clusters
  Score: Raw -1265225.338490 + Penalty 3023.004157 = -1262202.334333
  nChanged 4
		SP:Iteration 72Q (9866.060000 sec): 3 clusters
  Score: Raw -1265226.080139 + Penalty 3023.004157 = -1262203.075982
  nChanged 3
		SP:Iteration 73Q (9866.080000 sec): 3 clusters
  Score: Raw -1265227.078554 + Penalty 3023.004157 = -1262204.074397
  nChanged 5
		SP:Iteration 74Q (9866.110000 sec): 3 clusters
  Score: Raw -1265228.799837 + Penalty 3023.004157 = -1262205.795680
  nChanged 12
		SP:Iteration 75Q (9866.130000 sec): 3 clusters
  Score: Raw -1265231.825477 + Penalty 3023.004157 = -1262208.821320
  nChanged 11
		SP:Iteration 76Q (9866.160000 sec): 3 clusters
  Score: Raw -1265234.468652 + Penalty 3023.004157 = -1262211.464495
  nChanged 9
		SP:Iteration 77Q (9866.180000 sec): 3 clusters
  Score: Raw -1265236.381934 + Penalty 3023.004157 = -1262213.377777
  nChanged 7
		SP:Iteration 78Q (9866.210000 sec): 3 clusters
  Score: Raw -1265238.938827 + Penalty 3023.004157 = -1262215.934670
  nChanged 15
		SP:Iteration 79Q (9866.240000 sec): 3 clusters
  Score: Raw -1265242.881166 + Penalty 3023.004157 = -1262219.877009
  nChanged 11
		SP:Iteration 80F (9866.260000 sec): 3 clusters
  Score: Raw -1265244.874107 + Penalty 3023.004157 = -1262221.869950
  nChanged 9
		SP:Iteration 81Q (9866.290000 sec): 3 clusters
  Score: Raw -1265246.795825 + Penalty 3023.004157 = -1262223.791668
  nChanged 6
		SP:Iteration 82Q (9866.320000 sec): 3 clusters
  Score: Raw -1265248.501819 + Penalty 3023.004157 = -1262225.497662
  nChanged 8
		SP:Iteration 83Q (9866.340000 sec): 3 clusters
  Score: Raw -1265250.290528 + Penalty 3023.004157 = -1262227.286371
  nChanged 6
		SP:Iteration 84Q (9866.370000 sec): 3 clusters
  Score: Raw -1265251.476676 + Penalty 3023.004157 = -1262228.472519
  nChanged 2
		SP:Iteration 85Q (9866.400000 sec): 3 clusters
  Score: Raw -1265252.041631 + Penalty 3023.004157 = -1262229.037474
  nChanged 3
		SP:Iteration 86Q (9866.420000 sec): 3 clusters
  Score: Raw -1265252.960284 + Penalty 3023.004157 = -1262229.956127
  nChanged 8
		SP:Iteration 87Q (9866.450000 sec): 3 clusters
  Score: Raw -1265254.927140 + Penalty 3023.004157 = -1262231.922983
  nChanged 3
		SP:Iteration 88Q (9866.480000 sec): 3 clusters
  Score: Raw -1265255.552704 + Penalty 3023.004157 = -1262232.548547
  nChanged 5
		SP:Iteration 89Q (9866.500000 sec): 3 clusters
  Score: Raw -1265256.844848 + Penalty 3023.004157 = -1262233.840691
  nChanged 6
		SP:Iteration 90Q (9866.530000 sec): 3 clusters
  Score: Raw -1265258.220098 + Penalty 3023.004157 = -1262235.215941
  nChanged 4
		SP:Iteration 91Q (9866.550000 sec): 3 clusters
  Score: Raw -1265258.912220 + Penalty 3023.004157 = -1262235.908063
  nChanged 2
		SP:Iteration 92Q (9866.580000 sec): 3 clusters
  Score: Raw -1265259.130544 + Penalty 3023.004157 = -1262236.126387
  nChanged 2
		SP:Iteration 93Q (9866.600000 sec): 3 clusters
  Score: Raw -1265259.498795 + Penalty 3023.004157 = -1262236.494638
  nChanged 1
		SP:Iteration 94Q (9866.630000 sec): 3 clusters
  Score: Raw -1265259.645580 + Penalty 3023.004157 = -1262236.641423
  nChanged 1
		SP:Iteration 95Q (9866.660000 sec): 3 clusters
  Score: Raw -1265259.978616 + Penalty 3023.004157 = -1262236.974460
  nChanged 1
		SP:Iteration 96Q (9866.680000 sec): 3 clusters
  Score: Raw -1265260.146140 + Penalty 3023.004157 = -1262237.141983
  nChanged 1
		SP:Iteration 97Q (9866.710000 sec): 3 clusters
  Score: Raw -1265260.249651 + Penalty 3023.004157 = -1262237.245494
  nChanged 0
		SP:Iteration 98F (9866.740000 sec): 3 clusters
  Score: Raw -1265260.249651 + Penalty 3023.004157 = -1262237.245494
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9866.750000 sec): 2 clusters
  Score: Raw -193717.567043 + Penalty 1214.281371 = -192503.285672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9866.760000 sec): 3 clusters
  Score: Raw -193010.701398 + Penalty 2428.562742 = -190582.138656
  nChanged 620
		SP:Iteration 1F (9866.760000 sec): 3 clusters
  Score: Raw -193408.114499 + Penalty 2428.562742 = -190979.551757
  nChanged 143
		SP:Iteration 2F (9866.760000 sec): 3 clusters
  Score: Raw -193519.294540 + Penalty 2428.562742 = -191090.731798
  nChanged 86
		SP:Iteration 3Q (9866.770000 sec): 3 clusters
  Score: Raw -193585.723160 + Penalty 2428.562742 = -191157.160418
  nChanged 75
		SP:Iteration 4Q (9866.770000 sec): 3 clusters
  Score: Raw -193646.119184 + Penalty 2428.562742 = -191217.556442
  nChanged 50
		SP:Iteration 5Q (9866.780000 sec): 3 clusters
  Score: Raw -193687.753235 + Penalty 2428.562742 = -191259.190493
  nChanged 37
		SP:Iteration 6Q (9866.780000 sec): 3 clusters
  Score: Raw -193706.382515 + Penalty 2428.562742 = -191277.819773
  nChanged 22
		SP:Iteration 7Q (9866.780000 sec): 3 clusters
  Score: Raw -193717.375103 + Penalty 2428.562742 = -191288.812361
  nChanged 18
		SP:Iteration 8Q (9866.790000 sec): 3 clusters
  Score: Raw -193726.776254 + Penalty 2428.562742 = -191298.213512
  nChanged 17
		SP:Iteration 9Q (9866.790000 sec): 3 clusters
  Score: Raw -193739.983371 + Penalty 2428.562742 = -191311.420628
  nChanged 16
		SP:Iteration 10Q (9866.800000 sec): 3 clusters
  Score: Raw -193749.878688 + Penalty 2428.562742 = -191321.315946
  nChanged 18
		SP:Iteration 11Q (9866.800000 sec): 3 clusters
  Score: Raw -193760.818662 + Penalty 2428.562742 = -191332.255920
  nChanged 17
		SP:Iteration 12Q (9866.810000 sec): 3 clusters
  Score: Raw -193769.893383 + Penalty 2428.562742 = -191341.330641
  nChanged 15
		SP:Iteration 13Q (9866.810000 sec): 3 clusters
  Score: Raw -193778.210684 + Penalty 2428.562742 = -191349.647942
  nChanged 15
		SP:Iteration 14Q (9866.820000 sec): 3 clusters
  Score: Raw -193786.963609 + Penalty 2428.562742 = -191358.400867
  nChanged 14
		SP:Iteration 15Q (9866.820000 sec): 3 clusters
  Score: Raw -193792.316361 + Penalty 2428.562742 = -191363.753619
  nChanged 9
		SP:Iteration 16Q (9866.820000 sec): 3 clusters
  Score: Raw -193796.169538 + Penalty 2428.562742 = -191367.606796
  nChanged 6
		SP:Iteration 17Q (9866.830000 sec): 3 clusters
  Score: Raw -193798.744503 + Penalty 2428.562742 = -191370.181761
  nChanged 7
		SP:Iteration 18Q (9866.830000 sec): 3 clusters
  Score: Raw -193802.657356 + Penalty 2428.562742 = -191374.094614
  nChanged 7
		SP:Iteration 19Q (9866.840000 sec): 3 clusters
  Score: Raw -193805.119533 + Penalty 2428.562742 = -191376.556791
  nChanged 4
		SP:Iteration 20F (9866.840000 sec): 3 clusters
  Score: Raw -193807.345850 + Penalty 2428.562742 = -191378.783108
  nChanged 4
		SP:Iteration 21Q (9866.840000 sec): 3 clusters
  Score: Raw -193809.344570 + Penalty 2428.562742 = -191380.781828
  nChanged 1
		SP:Iteration 22Q (9866.850000 sec): 3 clusters
  Score: Raw -193809.699383 + Penalty 2428.562742 = -191381.136641
  nChanged 0
		SP:Iteration 23F (9866.850000 sec): 3 clusters
  Score: Raw -193809.699383 + Penalty 2428.562742 = -191381.136641
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9866.940000 sec): 2 clusters
  Score: Raw -3214755.419033 + Penalty 1663.021367 = -3213092.397665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9867.010000 sec): 3 clusters
  Score: Raw -3197860.681217 + Penalty 3326.042735 = -3194534.638482
  nChanged 12536
		SP:Iteration 1F (9867.080000 sec): 3 clusters
  Score: Raw -3204797.454759 + Penalty 3326.042735 = -3201471.412025
  nChanged 1313
		SP:Iteration 2Q (9867.160000 sec): 3 clusters
  Score: Raw -3205297.314587 + Penalty 3326.042735 = -3201971.271852
  nChanged 1340
		SP:Iteration 3Q (9867.230000 sec): 3 clusters
  Score: Raw -3205945.726597 + Penalty 3326.042735 = -3202619.683862
  nChanged 1468
		SP:Iteration 4F (9867.310000 sec): 3 clusters
  Score: Raw -3206827.682774 + Penalty 3326.042735 = -3203501.640039
  nChanged 1686
		SP:Iteration 5F (9867.380000 sec): 3 clusters
  Score: Raw -3207995.805393 + Penalty 3326.042735 = -3204669.762658
  nChanged 1867
		SP:Iteration 6F (9867.450000 sec): 3 clusters
  Score: Raw -3209376.112651 + Penalty 3326.042735 = -3206050.069916
  nChanged 1872
		SP:Iteration 7F (9867.520000 sec): 3 clusters
  Score: Raw -3210916.913166 + Penalty 3326.042735 = -3207590.870431
  nChanged 1666
		SP:Iteration 8F (9867.600000 sec): 3 clusters
  Score: Raw -3212342.986916 + Penalty 3326.042735 = -3209016.944181
  nChanged 1313
		SP:Iteration 9Q (9867.670000 sec): 3 clusters
  Score: Raw -3213485.360081 + Penalty 3326.042735 = -3210159.317346
  nChanged 828
		SP:Iteration 10Q (9867.740000 sec): 3 clusters
  Score: Raw -3214245.029189 + Penalty 3326.042735 = -3210918.986454
  nChanged 449
		SP:Iteration 11Q (9867.800000 sec): 3 clusters
  Score: Raw -3214629.273199 + Penalty 3326.042735 = -3211303.230464
  nChanged 245
		SP:Iteration 12Q (9867.860000 sec): 3 clusters
  Score: Raw -3214833.657068 + Penalty 3326.042735 = -3211507.614333
  nChanged 158
		SP:Iteration 13Q (9867.910000 sec): 3 clusters
  Score: Raw -3214976.820385 + Penalty 3326.042735 = -3211650.777650
  nChanged 115
		SP:Iteration 14Q (9867.970000 sec): 3 clusters
  Score: Raw -3215071.660398 + Penalty 3326.042735 = -3211745.617663
  nChanged 76
		SP:Iteration 15Q (9868.020000 sec): 3 clusters
  Score: Raw -3215129.156580 + Penalty 3326.042735 = -3211803.113845
  nChanged 57
		SP:Iteration 16Q (9868.070000 sec): 3 clusters
  Score: Raw -3215169.325453 + Penalty 3326.042735 = -3211843.282718
  nChanged 38
		SP:Iteration 17Q (9868.130000 sec): 3 clusters
  Score: Raw -3215200.269360 + Penalty 3326.042735 = -3211874.226626
  nChanged 38
		SP:Iteration 18Q (9868.180000 sec): 3 clusters
  Score: Raw -3215223.803125 + Penalty 3326.042735 = -3211897.760390
  nChanged 29
		SP:Iteration 19Q (9868.230000 sec): 3 clusters
  Score: Raw -3215238.215427 + Penalty 3326.042735 = -3211912.172692
  nChanged 14
		SP:Iteration 20F (9868.300000 sec): 3 clusters
  Score: Raw -3215243.892685 + Penalty 3326.042735 = -3211917.849950
  nChanged 12
		SP:Iteration 21Q (9868.360000 sec): 3 clusters
  Score: Raw -3215248.491045 + Penalty 3326.042735 = -3211922.448310
  nChanged 9
		SP:Iteration 22Q (9868.400000 sec): 3 clusters
  Score: Raw -3215252.772090 + Penalty 3326.042735 = -3211926.729355
  nChanged 10
		SP:Iteration 23Q (9868.460000 sec): 3 clusters
  Score: Raw -3215256.584726 + Penalty 3326.042735 = -3211930.541991
  nChanged 7
		SP:Iteration 24Q (9868.510000 sec): 3 clusters
  Score: Raw -3215259.241129 + Penalty 3326.042735 = -3211933.198394
  nChanged 7
		SP:Iteration 25Q (9868.560000 sec): 3 clusters
  Score: Raw -3215261.236055 + Penalty 3326.042735 = -3211935.193320
  nChanged 2
		SP:Iteration 26Q (9868.610000 sec): 3 clusters
  Score: Raw -3215261.646511 + Penalty 3326.042735 = -3211935.603776
  nChanged 1
		SP:Iteration 27Q (9868.660000 sec): 3 clusters
  Score: Raw -3215262.470361 + Penalty 3326.042735 = -3211936.427626
  nChanged 2
		SP:Iteration 28Q (9868.710000 sec): 3 clusters
  Score: Raw -3215262.830495 + Penalty 3326.042735 = -3211936.787760
  nChanged 2
		SP:Iteration 29Q (9868.760000 sec): 3 clusters
  Score: Raw -3215263.537139 + Penalty 3326.042735 = -3211937.494404
  nChanged 1
		SP:Iteration 30Q (9868.820000 sec): 3 clusters
  Score: Raw -3215263.631363 + Penalty 3326.042735 = -3211937.588628
  nChanged 1
		SP:Iteration 31Q (9868.860000 sec): 3 clusters
  Score: Raw -3215263.944148 + Penalty 3326.042735 = -3211937.901413
  nChanged 2
		SP:Iteration 32Q (9868.920000 sec): 3 clusters
  Score: Raw -3215264.756063 + Penalty 3326.042735 = -3211938.713328
  nChanged 1
		SP:Iteration 33Q (9868.970000 sec): 3 clusters
  Score: Raw -3215265.129532 + Penalty 3326.042735 = -3211939.086797
  nChanged 1
		SP:Iteration 34Q (9869.020000 sec): 3 clusters
  Score: Raw -3215265.960476 + Penalty 3326.042735 = -3211939.917741
  nChanged 1
		SP:Iteration 35Q (9869.070000 sec): 3 clusters
  Score: Raw -3215267.439267 + Penalty 3326.042735 = -3211941.396532
  nChanged 3
		SP:Iteration 36Q (9869.120000 sec): 3 clusters
  Score: Raw -3215268.540717 + Penalty 3326.042735 = -3211942.497982
  nChanged 3
		SP:Iteration 37Q (9869.170000 sec): 3 clusters
  Score: Raw -3215269.670084 + Penalty 3326.042735 = -3211943.627349
  nChanged 6
		SP:Iteration 38Q (9869.220000 sec): 3 clusters
  Score: Raw -3215271.810878 + Penalty 3326.042735 = -3211945.768143
  nChanged 6
		SP:Iteration 39Q (9869.280000 sec): 3 clusters
  Score: Raw -3215273.466489 + Penalty 3326.042735 = -3211947.423754
  nChanged 2
		SP:Iteration 40F (9869.350000 sec): 3 clusters
  Score: Raw -3215274.141268 + Penalty 3326.042735 = -3211948.098533
  nChanged 1
		SP:Iteration 41Q (9869.400000 sec): 3 clusters
  Score: Raw -3215274.797731 + Penalty 3326.042735 = -3211948.754996
  nChanged 1
		SP:Iteration 42Q (9869.450000 sec): 3 clusters
  Score: Raw -3215275.442285 + Penalty 3326.042735 = -3211949.399550
  nChanged 2
		SP:Iteration 43Q (9869.500000 sec): 3 clusters
  Score: Raw -3215275.741207 + Penalty 3326.042735 = -3211949.698472
  nChanged 0
		SP:Iteration 44F (9869.570000 sec): 3 clusters
  Score: Raw -3215275.741207 + Penalty 3326.042735 = -3211949.698472
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9869.620000 sec): 2 clusters
  Score: Raw -1453534.528928 + Penalty 1545.988073 = -1451988.540855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9869.650000 sec): 3 clusters
  Score: Raw -1445605.696861 + Penalty 3091.976145 = -1442513.720715
  nChanged 5951
		SP:Iteration 1F (9869.680000 sec): 3 clusters
  Score: Raw -1448894.296337 + Penalty 3091.976145 = -1445802.320192
  nChanged 853
		SP:Iteration 2F (9869.720000 sec): 3 clusters
  Score: Raw -1449332.438920 + Penalty 3091.976145 = -1446240.462774
  nChanged 775
		SP:Iteration 3F (9869.760000 sec): 3 clusters
  Score: Raw -1449783.324696 + Penalty 3091.976145 = -1446691.348551
  nChanged 776
		SP:Iteration 4F (9869.790000 sec): 3 clusters
  Score: Raw -1450304.595100 + Penalty 3091.976145 = -1447212.618955
  nChanged 830
		SP:Iteration 5F (9869.820000 sec): 3 clusters
  Score: Raw -1450884.021922 + Penalty 3091.976145 = -1447792.045777
  nChanged 847
		SP:Iteration 6F (9869.860000 sec): 3 clusters
  Score: Raw -1451471.442079 + Penalty 3091.976145 = -1448379.465934
  nChanged 813
		SP:Iteration 7F (9869.900000 sec): 3 clusters
  Score: Raw -1452046.590511 + Penalty 3091.976145 = -1448954.614366
  nChanged 736
		SP:Iteration 8F (9869.930000 sec): 3 clusters
  Score: Raw -1452472.166226 + Penalty 3091.976145 = -1449380.190080
  nChanged 598
		SP:Iteration 9Q (9869.960000 sec): 3 clusters
  Score: Raw -1452748.390789 + Penalty 3091.976145 = -1449656.414644
  nChanged 412
		SP:Iteration 10Q (9870.000000 sec): 3 clusters
  Score: Raw -1452927.034382 + Penalty 3091.976145 = -1449835.058236
  nChanged 372
		SP:Iteration 11Q (9870.030000 sec): 3 clusters
  Score: Raw -1453080.216532 + Penalty 3091.976145 = -1449988.240387
  nChanged 302
		SP:Iteration 12Q (9870.060000 sec): 3 clusters
  Score: Raw -1453190.990906 + Penalty 3091.976145 = -1450099.014760
  nChanged 236
		SP:Iteration 13Q (9870.100000 sec): 3 clusters
  Score: Raw -1453261.374268 + Penalty 3091.976145 = -1450169.398123
  nChanged 187
		SP:Iteration 14Q (9870.130000 sec): 3 clusters
  Score: Raw -1453307.393930 + Penalty 3091.976145 = -1450215.417785
  nChanged 151
		SP:Iteration 15Q (9870.160000 sec): 3 clusters
  Score: Raw -1453348.515968 + Penalty 3091.976145 = -1450256.539823
  nChanged 139
		SP:Iteration 16Q (9870.200000 sec): 3 clusters
  Score: Raw -1453384.446776 + Penalty 3091.976145 = -1450292.470631
  nChanged 130
		SP:Iteration 17Q (9870.230000 sec): 3 clusters
  Score: Raw -1453415.069381 + Penalty 3091.976145 = -1450323.093236
  nChanged 113
		SP:Iteration 18Q (9870.270000 sec): 3 clusters
  Score: Raw -1453439.297483 + Penalty 3091.976145 = -1450347.321338
  nChanged 100
		SP:Iteration 19Q (9870.300000 sec): 3 clusters
  Score: Raw -1453464.121720 + Penalty 3091.976145 = -1450372.145574
  nChanged 117
		SP:Iteration 20F (9870.340000 sec): 3 clusters
  Score: Raw -1453493.299090 + Penalty 3091.976145 = -1450401.322945
  nChanged 123
		SP:Iteration 21Q (9870.370000 sec): 3 clusters
  Score: Raw -1453520.878149 + Penalty 3091.976145 = -1450428.902004
  nChanged 119
		SP:Iteration 22Q (9870.400000 sec): 3 clusters
  Score: Raw -1453548.672207 + Penalty 3091.976145 = -1450456.696062
  nChanged 114
		SP:Iteration 23Q (9870.440000 sec): 3 clusters
  Score: Raw -1453579.729430 + Penalty 3091.976145 = -1450487.753285
  nChanged 129
		SP:Iteration 24Q (9870.470000 sec): 3 clusters
  Score: Raw -1453618.305365 + Penalty 3091.976145 = -1450526.329220
  nChanged 143
		SP:Iteration 25Q (9870.500000 sec): 3 clusters
  Score: Raw -1453661.669832 + Penalty 3091.976145 = -1450569.693687
  nChanged 142
		SP:Iteration 26Q (9870.540000 sec): 3 clusters
  Score: Raw -1453705.435232 + Penalty 3091.976145 = -1450613.459087
  nChanged 144
		SP:Iteration 27Q (9870.570000 sec): 3 clusters
  Score: Raw -1453750.125592 + Penalty 3091.976145 = -1450658.149447
  nChanged 156
		SP:Iteration 28Q (9870.600000 sec): 3 clusters
  Score: Raw -1453798.542948 + Penalty 3091.976145 = -1450706.566803
  nChanged 142
		SP:Iteration 29Q (9870.640000 sec): 3 clusters
  Score: Raw -1453839.786128 + Penalty 3091.976145 = -1450747.809982
  nChanged 134
		SP:Iteration 30Q (9870.670000 sec): 3 clusters
  Score: Raw -1453877.115465 + Penalty 3091.976145 = -1450785.139320
  nChanged 121
		SP:Iteration 31Q (9870.700000 sec): 3 clusters
  Score: Raw -1453910.241465 + Penalty 3091.976145 = -1450818.265320
  nChanged 134
		SP:Iteration 32Q (9870.730000 sec): 3 clusters
  Score: Raw -1453951.595884 + Penalty 3091.976145 = -1450859.619739
  nChanged 133
		SP:Iteration 33Q (9870.760000 sec): 3 clusters
  Score: Raw -1453994.927706 + Penalty 3091.976145 = -1450902.951560
  nChanged 138
		SP:Iteration 34Q (9870.800000 sec): 3 clusters
  Score: Raw -1454042.883413 + Penalty 3091.976145 = -1450950.907268
  nChanged 135
		SP:Iteration 35Q (9870.830000 sec): 3 clusters
  Score: Raw -1454083.265022 + Penalty 3091.976145 = -1450991.288877
  nChanged 107
		SP:Iteration 36Q (9870.860000 sec): 3 clusters
  Score: Raw -1454113.473464 + Penalty 3091.976145 = -1451021.497319
  nChanged 90
		SP:Iteration 37Q (9870.890000 sec): 3 clusters
  Score: Raw -1454138.202640 + Penalty 3091.976145 = -1451046.226495
  nChanged 86
		SP:Iteration 38Q (9870.920000 sec): 3 clusters
  Score: Raw -1454160.298151 + Penalty 3091.976145 = -1451068.322006
  nChanged 72
		SP:Iteration 39Q (9870.960000 sec): 3 clusters
  Score: Raw -1454178.357242 + Penalty 3091.976145 = -1451086.381097
  nChanged 64
		SP:Iteration 40F (9870.990000 sec): 3 clusters
  Score: Raw -1454195.495286 + Penalty 3091.976145 = -1451103.519141
  nChanged 62
		SP:Iteration 41Q (9871.020000 sec): 3 clusters
  Score: Raw -1454210.687639 + Penalty 3091.976145 = -1451118.711494
  nChanged 60
		SP:Iteration 42Q (9871.050000 sec): 3 clusters
  Score: Raw -1454224.602974 + Penalty 3091.976145 = -1451132.626829
  nChanged 54
		SP:Iteration 43Q (9871.080000 sec): 3 clusters
  Score: Raw -1454236.645389 + Penalty 3091.976145 = -1451144.669244
  nChanged 52
		SP:Iteration 44Q (9871.120000 sec): 3 clusters
  Score: Raw -1454248.747196 + Penalty 3091.976145 = -1451156.771051
  nChanged 53
		SP:Iteration 45Q (9871.140000 sec): 3 clusters
  Score: Raw -1454261.175702 + Penalty 3091.976145 = -1451169.199557
  nChanged 49
		SP:Iteration 46Q (9871.180000 sec): 3 clusters
  Score: Raw -1454273.533653 + Penalty 3091.976145 = -1451181.557508
  nChanged 49
		SP:Iteration 47Q (9871.210000 sec): 3 clusters
  Score: Raw -1454285.584097 + Penalty 3091.976145 = -1451193.607951
  nChanged 46
		SP:Iteration 48Q (9871.240000 sec): 3 clusters
  Score: Raw -1454297.352549 + Penalty 3091.976145 = -1451205.376403
  nChanged 64
		SP:Iteration 49Q (9871.270000 sec): 3 clusters
  Score: Raw -1454316.959864 + Penalty 3091.976145 = -1451224.983719
  nChanged 64
		SP:Iteration 50Q (9871.300000 sec): 3 clusters
  Score: Raw -1454333.976545 + Penalty 3091.976145 = -1451242.000400
  nChanged 44
		SP:Iteration 51Q (9871.330000 sec): 3 clusters
  Score: Raw -1454343.726684 + Penalty 3091.976145 = -1451251.750539
  nChanged 34
		SP:Iteration 52Q (9871.360000 sec): 3 clusters
  Score: Raw -1454352.670948 + Penalty 3091.976145 = -1451260.694803
  nChanged 40
		SP:Iteration 53Q (9871.390000 sec): 3 clusters
  Score: Raw -1454362.802090 + Penalty 3091.976145 = -1451270.825945
  nChanged 34
		SP:Iteration 54Q (9871.420000 sec): 3 clusters
  Score: Raw -1454372.096409 + Penalty 3091.976145 = -1451280.120264
  nChanged 30
		SP:Iteration 55Q (9871.450000 sec): 3 clusters
  Score: Raw -1454380.316114 + Penalty 3091.976145 = -1451288.339969
  nChanged 25
		SP:Iteration 56Q (9871.480000 sec): 3 clusters
  Score: Raw -1454387.503889 + Penalty 3091.976145 = -1451295.527743
  nChanged 27
		SP:Iteration 57Q (9871.510000 sec): 3 clusters
  Score: Raw -1454395.352170 + Penalty 3091.976145 = -1451303.376025
  nChanged 22
		SP:Iteration 58Q (9871.540000 sec): 3 clusters
  Score: Raw -1454400.155372 + Penalty 3091.976145 = -1451308.179227
  nChanged 19
		SP:Iteration 59Q (9871.560000 sec): 3 clusters
  Score: Raw -1454403.530108 + Penalty 3091.976145 = -1451311.553962
  nChanged 11
		SP:Iteration 60F (9871.600000 sec): 3 clusters
  Score: Raw -1454404.994518 + Penalty 3091.976145 = -1451313.018373
  nChanged 5
		SP:Iteration 61Q (9871.630000 sec): 3 clusters
  Score: Raw -1454406.277119 + Penalty 3091.976145 = -1451314.300973
  nChanged 10
		SP:Iteration 62Q (9871.660000 sec): 3 clusters
  Score: Raw -1454408.096880 + Penalty 3091.976145 = -1451316.120735
  nChanged 12
		SP:Iteration 63Q (9871.690000 sec): 3 clusters
  Score: Raw -1454409.931006 + Penalty 3091.976145 = -1451317.954861
  nChanged 12
		SP:Iteration 64Q (9871.720000 sec): 3 clusters
  Score: Raw -1454412.138157 + Penalty 3091.976145 = -1451320.162011
  nChanged 10
		SP:Iteration 65Q (9871.750000 sec): 3 clusters
  Score: Raw -1454414.304914 + Penalty 3091.976145 = -1451322.328769
  nChanged 10
		SP:Iteration 66Q (9871.780000 sec): 3 clusters
  Score: Raw -1454416.074482 + Penalty 3091.976145 = -1451324.098337
  nChanged 10
		SP:Iteration 67Q (9871.800000 sec): 3 clusters
  Score: Raw -1454418.264493 + Penalty 3091.976145 = -1451326.288348
  nChanged 11
		SP:Iteration 68Q (9871.840000 sec): 3 clusters
  Score: Raw -1454420.987633 + Penalty 3091.976145 = -1451329.011487
  nChanged 13
		SP:Iteration 69Q (9871.860000 sec): 3 clusters
  Score: Raw -1454423.664713 + Penalty 3091.976145 = -1451331.688568
  nChanged 8
		SP:Iteration 70Q (9871.890000 sec): 3 clusters
  Score: Raw -1454424.885231 + Penalty 3091.976145 = -1451332.909086
  nChanged 4
		SP:Iteration 71Q (9871.920000 sec): 3 clusters
  Score: Raw -1454425.546534 + Penalty 3091.976145 = -1451333.570389
  nChanged 6
		SP:Iteration 72Q (9871.950000 sec): 3 clusters
  Score: Raw -1454426.632273 + Penalty 3091.976145 = -1451334.656128
  nChanged 5
		SP:Iteration 73Q (9871.980000 sec): 3 clusters
  Score: Raw -1454427.479540 + Penalty 3091.976145 = -1451335.503395
  nChanged 5
		SP:Iteration 74Q (9872.010000 sec): 3 clusters
  Score: Raw -1454428.520210 + Penalty 3091.976145 = -1451336.544065
  nChanged 6
		SP:Iteration 75Q (9872.040000 sec): 3 clusters
  Score: Raw -1454429.358054 + Penalty 3091.976145 = -1451337.381909
  nChanged 8
		SP:Iteration 76Q (9872.070000 sec): 3 clusters
  Score: Raw -1454430.868137 + Penalty 3091.976145 = -1451338.891992
  nChanged 9
		SP:Iteration 77Q (9872.100000 sec): 3 clusters
  Score: Raw -1454433.150135 + Penalty 3091.976145 = -1451341.173989
  nChanged 9
		SP:Iteration 78Q (9872.120000 sec): 3 clusters
  Score: Raw -1454435.006956 + Penalty 3091.976145 = -1451343.030811
  nChanged 13
		SP:Iteration 79Q (9872.160000 sec): 3 clusters
  Score: Raw -1454438.533697 + Penalty 3091.976145 = -1451346.557552
  nChanged 12
		SP:Iteration 80F (9872.190000 sec): 3 clusters
  Score: Raw -1454441.004541 + Penalty 3091.976145 = -1451349.028396
  nChanged 12
		SP:Iteration 81Q (9872.220000 sec): 3 clusters
  Score: Raw -1454443.851288 + Penalty 3091.976145 = -1451351.875143
  nChanged 5
		SP:Iteration 82Q (9872.250000 sec): 3 clusters
  Score: Raw -1454444.796000 + Penalty 3091.976145 = -1451352.819854
  nChanged 4
		SP:Iteration 83Q (9872.280000 sec): 3 clusters
  Score: Raw -1454446.226693 + Penalty 3091.976145 = -1451354.250548
  nChanged 7
		SP:Iteration 84Q (9872.300000 sec): 3 clusters
  Score: Raw -1454448.801130 + Penalty 3091.976145 = -1451356.824985
  nChanged 9
		SP:Iteration 85Q (9872.330000 sec): 3 clusters
  Score: Raw -1454451.529201 + Penalty 3091.976145 = -1451359.553055
  nChanged 8
		SP:Iteration 86Q (9872.360000 sec): 3 clusters
  Score: Raw -1454452.961343 + Penalty 3091.976145 = -1451360.985198
  nChanged 6
		SP:Iteration 87Q (9872.390000 sec): 3 clusters
  Score: Raw -1454454.372410 + Penalty 3091.976145 = -1451362.396265
  nChanged 5
		SP:Iteration 88Q (9872.420000 sec): 3 clusters
  Score: Raw -1454455.280296 + Penalty 3091.976145 = -1451363.304151
  nChanged 3
		SP:Iteration 89Q (9872.450000 sec): 3 clusters
  Score: Raw -1454455.769791 + Penalty 3091.976145 = -1451363.793646
  nChanged 1
		SP:Iteration 90Q (9872.480000 sec): 3 clusters
  Score: Raw -1454455.839468 + Penalty 3091.976145 = -1451363.863323
  nChanged 0
		SP:Iteration 91F (9872.510000 sec): 3 clusters
  Score: Raw -1454455.839468 + Penalty 3091.976145 = -1451363.863323
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (21318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9872.570000 sec): 2 clusters
  Score: Raw -2407176.826319 + Penalty 1619.687398 = -2405557.138921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9872.630000 sec): 3 clusters
  Score: Raw -2394209.408911 + Penalty 3239.374796 = -2390970.034115
  nChanged 9713
		SP:Iteration 1F (9872.680000 sec): 3 clusters
  Score: Raw -2399838.140769 + Penalty 3239.374796 = -2396598.765972
  nChanged 1304
		SP:Iteration 2F (9872.740000 sec): 3 clusters
  Score: Raw -2400588.805800 + Penalty 3239.374796 = -2397349.431004
  nChanged 1425
		SP:Iteration 3F (9872.790000 sec): 3 clusters
  Score: Raw -2401687.998288 + Penalty 3239.374796 = -2398448.623492
  nChanged 1554
		SP:Iteration 4F (9872.840000 sec): 3 clusters
  Score: Raw -2403385.990617 + Penalty 3239.374796 = -2400146.615821
  nChanged 1778
		SP:Iteration 5F (9872.900000 sec): 3 clusters
  Score: Raw -2405661.846721 + Penalty 3239.374796 = -2402422.471925
  nChanged 1895
		SP:Iteration 6F (9872.960000 sec): 3 clusters
  Score: Raw -2408528.283588 + Penalty 3239.374796 = -2405288.908792
  nChanged 1610
		SP:Iteration 7F (9873.010000 sec): 3 clusters
  Score: Raw -2410584.492869 + Penalty 3239.374796 = -2407345.118073
  nChanged 969
		SP:Iteration 8Q (9873.060000 sec): 3 clusters
  Score: Raw -2411590.724523 + Penalty 3239.374796 = -2408351.349726
  nChanged 514
		SP:Iteration 9Q (9873.110000 sec): 3 clusters
  Score: Raw -2412189.725215 + Penalty 3239.374796 = -2408950.350419
  nChanged 399
		SP:Iteration 10Q (9873.150000 sec): 3 clusters
  Score: Raw -2412615.570434 + Penalty 3239.374796 = -2409376.195637
  nChanged 315
		SP:Iteration 11Q (9873.200000 sec): 3 clusters
  Score: Raw -2412879.809804 + Penalty 3239.374796 = -2409640.435008
  nChanged 231
		SP:Iteration 12Q (9873.240000 sec): 3 clusters
  Score: Raw -2413012.369168 + Penalty 3239.374796 = -2409772.994372
  nChanged 134
		SP:Iteration 13Q (9873.290000 sec): 3 clusters
  Score: Raw -2413061.905363 + Penalty 3239.374796 = -2409822.530566
  nChanged 89
		SP:Iteration 14Q (9873.330000 sec): 3 clusters
  Score: Raw -2413083.215329 + Penalty 3239.374796 = -2409843.840532
  nChanged 46
		SP:Iteration 15Q (9873.370000 sec): 3 clusters
  Score: Raw -2413089.876956 + Penalty 3239.374796 = -2409850.502160
  nChanged 32
		SP:Iteration 16Q (9873.410000 sec): 3 clusters
  Score: Raw -2413093.348937 + Penalty 3239.374796 = -2409853.974140
  nChanged 16
		SP:Iteration 17Q (9873.450000 sec): 3 clusters
  Score: Raw -2413095.130496 + Penalty 3239.374796 = -2409855.755699
  nChanged 7
		SP:Iteration 18Q (9873.490000 sec): 3 clusters
  Score: Raw -2413095.616445 + Penalty 3239.374796 = -2409856.241649
  nChanged 5
		SP:Iteration 19Q (9873.530000 sec): 3 clusters
  Score: Raw -2413095.878352 + Penalty 3239.374796 = -2409856.503556
  nChanged 4
		SP:Iteration 20F (9873.590000 sec): 3 clusters
  Score: Raw -2413096.070378 + Penalty 3239.374796 = -2409856.695581
  nChanged 3
		SP:Iteration 21Q (9873.630000 sec): 3 clusters
  Score: Raw -2413096.204337 + Penalty 3239.374796 = -2409856.829541
  nChanged 4
		SP:Iteration 22Q (9873.670000 sec): 3 clusters
  Score: Raw -2413096.506814 + Penalty 3239.374796 = -2409857.132018
  nChanged 3
		SP:Iteration 23Q (9873.710000 sec): 3 clusters
  Score: Raw -2413096.685619 + Penalty 3239.374796 = -2409857.310822
  nChanged 1
		SP:Iteration 24Q (9873.750000 sec): 3 clusters
  Score: Raw -2413096.747362 + Penalty 3239.374796 = -2409857.372566
  nChanged 2
		SP:Iteration 25Q (9873.800000 sec): 3 clusters
  Score: Raw -2413096.904282 + Penalty 3239.374796 = -2409857.529486
  nChanged 4
		SP:Iteration 26Q (9873.840000 sec): 3 clusters
  Score: Raw -2413097.182271 + Penalty 3239.374796 = -2409857.807475
  nChanged 3
		SP:Iteration 27Q (9873.880000 sec): 3 clusters
  Score: Raw -2413097.306193 + Penalty 3239.374796 = -2409857.931397
  nChanged 0
		SP:Iteration 28F (9873.930000 sec): 3 clusters
  Score: Raw -2413097.306193 + Penalty 3239.374796 = -2409857.931397
  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 12.55 GB.

 Trying to split cluster 17 (1059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9873.960000 sec): 2 clusters
  Score: Raw -121845.323093 + Penalty 1131.825556 = -120713.497537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9873.960000 sec): 3 clusters
  Score: Raw -121500.076821 + Penalty 2263.651112 = -119236.425709
  nChanged 316
		SP:Iteration 1F (9873.970000 sec): 3 clusters
  Score: Raw -121754.349128 + Penalty 2263.651112 = -119490.698016
  nChanged 73
		SP:Iteration 2F (9873.970000 sec): 3 clusters
  Score: Raw -121821.013675 + Penalty 2263.651112 = -119557.362563
  nChanged 37
		SP:Iteration 3Q (9873.970000 sec): 3 clusters
  Score: Raw -121857.643732 + Penalty 2263.651112 = -119593.992619
  nChanged 22
		SP:Iteration 4Q (9873.970000 sec): 3 clusters
  Score: Raw -121877.893597 + Penalty 2263.651112 = -119614.242485
  nChanged 15
		SP:Iteration 5Q (9873.980000 sec): 3 clusters
  Score: Raw -121893.488805 + Penalty 2263.651112 = -119629.837692
  nChanged 12
		SP:Iteration 6Q (9873.980000 sec): 3 clusters
  Score: Raw -121900.294660 + Penalty 2263.651112 = -119636.643547
  nChanged 7
		SP:Iteration 7Q (9873.980000 sec): 3 clusters
  Score: Raw -121903.854685 + Penalty 2263.651112 = -119640.203573
  nChanged 7
		SP:Iteration 8Q (9873.980000 sec): 3 clusters
  Score: Raw -121909.875996 + Penalty 2263.651112 = -119646.224883
  nChanged 5
		SP:Iteration 9Q (9873.990000 sec): 3 clusters
  Score: Raw -121912.104354 + Penalty 2263.651112 = -119648.453242
  nChanged 1
		SP:Iteration 10Q (9873.990000 sec): 3 clusters
  Score: Raw -121912.455013 + Penalty 2263.651112 = -119648.803901
  nChanged 0
		SP:Iteration 11F (9873.990000 sec): 3 clusters
  Score: Raw -121912.455013 + Penalty 2263.651112 = -119648.803901
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.000000 sec): 2 clusters
  Score: Raw -35281.359830 + Penalty 945.763476 = -34335.596354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.000000 sec): 3 clusters
  Score: Raw -35326.038152 + Penalty 1891.526952 = -33434.511199
  nChanged 54
		SP:Iteration 1F (9874.000000 sec): 3 clusters
  Score: Raw -35435.284259 + Penalty 1891.526952 = -33543.757307
  nChanged 16
		SP:Iteration 2Q (9874.000000 sec): 3 clusters
  Score: Raw -35479.697942 + Penalty 1891.526952 = -33588.170990
  nChanged 13
		SP:Iteration 3Q (9874.000000 sec): 3 clusters
  Score: Raw -35513.052812 + Penalty 1891.526952 = -33621.525860
  nChanged 7
		SP:Iteration 4Q (9874.000000 sec): 3 clusters
  Score: Raw -35532.544312 + Penalty 1891.526952 = -33641.017360
  nChanged 4
		SP:Iteration 5Q (9874.000000 sec): 3 clusters
  Score: Raw -35542.438064 + Penalty 1891.526952 = -33650.911112
  nChanged 2
		SP:Iteration 6Q (9874.000000 sec): 3 clusters
  Score: Raw -35548.980649 + Penalty 1891.526952 = -33657.453697
  nChanged 4
		SP:Iteration 7Q (9874.000000 sec): 3 clusters
  Score: Raw -35560.839196 + Penalty 1891.526952 = -33669.312243
  nChanged 3
		SP:Iteration 8Q (9874.010000 sec): 3 clusters
  Score: Raw -35570.871451 + Penalty 1891.526952 = -33679.344499
  nChanged 1
		SP:Iteration 9Q (9874.010000 sec): 3 clusters
  Score: Raw -35573.419342 + Penalty 1891.526952 = -33681.892390
  nChanged 1
		SP:Iteration 10Q (9874.010000 sec): 3 clusters
  Score: Raw -35575.784046 + Penalty 1891.526952 = -33684.257093
  nChanged 1
		SP:Iteration 11Q (9874.010000 sec): 3 clusters
  Score: Raw -35576.706575 + Penalty 1891.526952 = -33685.179623
  nChanged 1
		SP:Iteration 12Q (9874.010000 sec): 3 clusters
  Score: Raw -35582.491759 + Penalty 1891.526952 = -33690.964807
  nChanged 3
		SP:Iteration 13Q (9874.010000 sec): 3 clusters
  Score: Raw -35596.562713 + Penalty 1891.526952 = -33705.035760
  nChanged 2
		SP:Iteration 14Q (9874.010000 sec): 3 clusters
  Score: Raw -35603.003947 + Penalty 1891.526952 = -33711.476995
  nChanged 3
		SP:Iteration 15Q (9874.010000 sec): 3 clusters
  Score: Raw -35611.357619 + Penalty 1891.526952 = -33719.830667
  nChanged 0
		SP:Iteration 16F (9874.010000 sec): 3 clusters
  Score: Raw -35611.357619 + Penalty 1891.526952 = -33719.830667
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.010000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.020000 sec): 3 clusters
  Score: Raw -39132.527743 + Penalty 1915.680921 = -37216.846821
  nChanged 76
		SP:Iteration 1F (9874.020000 sec): 3 clusters
  Score: Raw -39266.840156 + Penalty 1915.680921 = -37351.159235
  nChanged 18
		SP:Iteration 2Q (9874.020000 sec): 3 clusters
  Score: Raw -39311.011366 + Penalty 1915.680921 = -37395.330445
  nChanged 6
		SP:Iteration 3Q (9874.020000 sec): 3 clusters
  Score: Raw -39324.665475 + Penalty 1915.680921 = -37408.984554
  nChanged 7
		SP:Iteration 4Q (9874.020000 sec): 3 clusters
  Score: Raw -39340.715247 + Penalty 1915.680921 = -37425.034326
  nChanged 6
		SP:Iteration 5Q (9874.020000 sec): 3 clusters
  Score: Raw -39350.317487 + Penalty 1915.680921 = -37434.636566
  nChanged 4
		SP:Iteration 6Q (9874.020000 sec): 3 clusters
  Score: Raw -39358.319878 + Penalty 1915.680921 = -37442.638957
  nChanged 4
		SP:Iteration 7Q (9874.020000 sec): 3 clusters
  Score: Raw -39371.515573 + Penalty 1915.680921 = -37455.834652
  nChanged 2
		SP:Iteration 8Q (9874.030000 sec): 3 clusters
  Score: Raw -39377.807465 + Penalty 1915.680921 = -37462.126544
  nChanged 3
		SP:Iteration 9Q (9874.030000 sec): 3 clusters
  Score: Raw -39396.361965 + Penalty 1915.680921 = -37480.681044
  nChanged 5
		SP:Iteration 10Q (9874.030000 sec): 3 clusters
  Score: Raw -39429.416750 + Penalty 1915.680921 = -37513.735829
  nChanged 6
		SP:Iteration 11Q (9874.030000 sec): 3 clusters
  Score: Raw -39511.602907 + Penalty 1915.680921 = -37595.921986
  nChanged 8
		SP:Iteration 12Q (9874.030000 sec): 3 clusters
  Score: Raw -39534.760609 + Penalty 1915.680921 = -37619.079688
  nChanged 7
		SP:Iteration 13Q (9874.030000 sec): 3 clusters
  Score: Raw -39547.487141 + Penalty 1915.680921 = -37631.806220
  nChanged 4
		SP:Iteration 14Q (9874.030000 sec): 3 clusters
  Score: Raw -39554.074982 + Penalty 1915.680921 = -37638.394060
  nChanged 3
		SP:Iteration 15Q (9874.030000 sec): 3 clusters
  Score: Raw -39560.646077 + Penalty 1915.680921 = -37644.965156
  nChanged 6
		SP:Iteration 16Q (9874.030000 sec): 3 clusters
  Score: Raw -39582.125466 + Penalty 1915.680921 = -37666.444545
  nChanged 8
		SP:Iteration 17Q (9874.030000 sec): 3 clusters
  Score: Raw -39603.934031 + Penalty 1915.680921 = -37688.253110
  nChanged 5
		SP:Iteration 18Q (9874.030000 sec): 3 clusters
  Score: Raw -39620.753037 + Penalty 1915.680921 = -37705.072116
  nChanged 4
		SP:Iteration 19Q (9874.030000 sec): 3 clusters
  Score: Raw -39632.032874 + Penalty 1915.680921 = -37716.351953
  nChanged 6
		SP:Iteration 20F (9874.030000 sec): 3 clusters
  Score: Raw -39650.431204 + Penalty 1915.680921 = -37734.750283
  nChanged 8
		SP:Iteration 21Q (9874.030000 sec): 3 clusters
  Score: Raw -39670.309151 + Penalty 1915.680921 = -37754.628230
  nChanged 8
		SP:Iteration 22Q (9874.030000 sec): 3 clusters
  Score: Raw -39693.733569 + Penalty 1915.680921 = -37778.052648
  nChanged 6
		SP:Iteration 23Q (9874.040000 sec): 3 clusters
  Score: Raw -39706.732468 + Penalty 1915.680921 = -37791.051547
  nChanged 3
		SP:Iteration 24Q (9874.040000 sec): 3 clusters
  Score: Raw -39714.401634 + Penalty 1915.680921 = -37798.720713
  nChanged 2
		SP:Iteration 25Q (9874.040000 sec): 3 clusters
  Score: Raw -39719.353315 + Penalty 1915.680921 = -37803.672393
  nChanged 2
		SP:Iteration 26Q (9874.040000 sec): 3 clusters
  Score: Raw -39724.292565 + Penalty 1915.680921 = -37808.611644
  nChanged 2
		SP:Iteration 27Q (9874.040000 sec): 3 clusters
  Score: Raw -39729.293810 + Penalty 1915.680921 = -37813.612889
  nChanged 1
		SP:Iteration 28Q (9874.040000 sec): 3 clusters
  Score: Raw -39731.126878 + Penalty 1915.680921 = -37815.445957
  nChanged 0
		SP:Iteration 29F (9874.040000 sec): 3 clusters
  Score: Raw -39731.126878 + Penalty 1915.680921 = -37815.445957
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.060000 sec): 2 clusters
  Score: Raw -681870.061126 + Penalty 1408.050037 = -680462.011089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.070000 sec): 3 clusters
  Score: Raw -678794.376674 + Penalty 2816.100074 = -675978.276600
  nChanged 2405
		SP:Iteration 1F (9874.090000 sec): 3 clusters
  Score: Raw -680078.988622 + Penalty 2816.100074 = -677262.888548
  nChanged 402
		SP:Iteration 2F (9874.110000 sec): 3 clusters
  Score: Raw -680305.052871 + Penalty 2816.100074 = -677488.952798
  nChanged 350
		SP:Iteration 3F (9874.120000 sec): 3 clusters
  Score: Raw -680498.627635 + Penalty 2816.100074 = -677682.527561
  nChanged 296
		SP:Iteration 4F (9874.130000 sec): 3 clusters
  Score: Raw -680660.315919 + Penalty 2816.100074 = -677844.215845
  nChanged 260
		SP:Iteration 5Q (9874.150000 sec): 3 clusters
  Score: Raw -680825.614232 + Penalty 2816.100074 = -678009.514159
  nChanged 272
		SP:Iteration 6Q (9874.160000 sec): 3 clusters
  Score: Raw -681005.326656 + Penalty 2816.100074 = -678189.226583
  nChanged 235
		SP:Iteration 7Q (9874.180000 sec): 3 clusters
  Score: Raw -681155.548295 + Penalty 2816.100074 = -678339.448222
  nChanged 225
		SP:Iteration 8Q (9874.190000 sec): 3 clusters
  Score: Raw -681317.177461 + Penalty 2816.100074 = -678501.077388
  nChanged 231
		SP:Iteration 9Q (9874.210000 sec): 3 clusters
  Score: Raw -681487.366077 + Penalty 2816.100074 = -678671.266004
  nChanged 197
		SP:Iteration 10Q (9874.220000 sec): 3 clusters
  Score: Raw -681637.390752 + Penalty 2816.100074 = -678821.290679
  nChanged 167
		SP:Iteration 11Q (9874.230000 sec): 3 clusters
  Score: Raw -681766.958920 + Penalty 2816.100074 = -678950.858846
  nChanged 129
		SP:Iteration 12Q (9874.250000 sec): 3 clusters
  Score: Raw -681869.585099 + Penalty 2816.100074 = -679053.485026
  nChanged 107
		SP:Iteration 13Q (9874.260000 sec): 3 clusters
  Score: Raw -681956.663864 + Penalty 2816.100074 = -679140.563790
  nChanged 63
		SP:Iteration 14Q (9874.270000 sec): 3 clusters
  Score: Raw -682002.590411 + Penalty 2816.100074 = -679186.490338
  nChanged 61
		SP:Iteration 15Q (9874.290000 sec): 3 clusters
  Score: Raw -682041.560191 + Penalty 2816.100074 = -679225.460118
  nChanged 43
		SP:Iteration 16Q (9874.300000 sec): 3 clusters
  Score: Raw -682070.556958 + Penalty 2816.100074 = -679254.456885
  nChanged 31
		SP:Iteration 17Q (9874.310000 sec): 3 clusters
  Score: Raw -682094.925013 + Penalty 2816.100074 = -679278.824940
  nChanged 32
		SP:Iteration 18Q (9874.330000 sec): 3 clusters
  Score: Raw -682120.733482 + Penalty 2816.100074 = -679304.633409
  nChanged 24
		SP:Iteration 19Q (9874.340000 sec): 3 clusters
  Score: Raw -682136.672883 + Penalty 2816.100074 = -679320.572809
  nChanged 8
		SP:Iteration 20F (9874.350000 sec): 3 clusters
  Score: Raw -682142.557453 + Penalty 2816.100074 = -679326.457379
  nChanged 8
		SP:Iteration 21Q (9874.360000 sec): 3 clusters
  Score: Raw -682149.286451 + Penalty 2816.100074 = -679333.186378
  nChanged 6
		SP:Iteration 22Q (9874.370000 sec): 3 clusters
  Score: Raw -682152.524770 + Penalty 2816.100074 = -679336.424696
  nChanged 10
		SP:Iteration 23Q (9874.390000 sec): 3 clusters
  Score: Raw -682159.486396 + Penalty 2816.100074 = -679343.386323
  nChanged 5
		SP:Iteration 24Q (9874.400000 sec): 3 clusters
  Score: Raw -682162.878192 + Penalty 2816.100074 = -679346.778118
  nChanged 5
		SP:Iteration 25Q (9874.410000 sec): 3 clusters
  Score: Raw -682165.132365 + Penalty 2816.100074 = -679349.032291
  nChanged 2
		SP:Iteration 26Q (9874.420000 sec): 3 clusters
  Score: Raw -682166.390440 + Penalty 2816.100074 = -679350.290367
  nChanged 2
		SP:Iteration 27Q (9874.430000 sec): 3 clusters
  Score: Raw -682167.904078 + Penalty 2816.100074 = -679351.804004
  nChanged 3
		SP:Iteration 28Q (9874.440000 sec): 3 clusters
  Score: Raw -682168.645406 + Penalty 2816.100074 = -679352.545332
  nChanged 2
		SP:Iteration 29Q (9874.450000 sec): 3 clusters
  Score: Raw -682169.209690 + Penalty 2816.100074 = -679353.109617
  nChanged 1
		SP:Iteration 30Q (9874.470000 sec): 3 clusters
  Score: Raw -682169.893422 + Penalty 2816.100074 = -679353.793349
  nChanged 2
		SP:Iteration 31Q (9874.480000 sec): 3 clusters
  Score: Raw -682170.955524 + Penalty 2816.100074 = -679354.855450
  nChanged 1
		SP:Iteration 32Q (9874.490000 sec): 3 clusters
  Score: Raw -682171.242732 + Penalty 2816.100074 = -679355.142658
  nChanged 0
		SP:Iteration 33F (9874.510000 sec): 3 clusters
  Score: Raw -682171.242732 + Penalty 2816.100074 = -679355.142658
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.520000 sec): 2 clusters
  Score: Raw -442139.568583 + Penalty 1359.308271 = -440780.260311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.530000 sec): 3 clusters
  Score: Raw -439969.784972 + Penalty 2718.616543 = -437251.168429
  nChanged 1741
		SP:Iteration 1F (9874.540000 sec): 3 clusters
  Score: Raw -441212.194449 + Penalty 2718.616543 = -438493.577906
  nChanged 374
		SP:Iteration 2F (9874.550000 sec): 3 clusters
  Score: Raw -441575.385884 + Penalty 2718.616543 = -438856.769341
  nChanged 321
		SP:Iteration 3F (9874.560000 sec): 3 clusters
  Score: Raw -441866.359517 + Penalty 2718.616543 = -439147.742974
  nChanged 267
		SP:Iteration 4F (9874.570000 sec): 3 clusters
  Score: Raw -442073.875649 + Penalty 2718.616543 = -439355.259106
  nChanged 204
		SP:Iteration 5Q (9874.580000 sec): 3 clusters
  Score: Raw -442201.126123 + Penalty 2718.616543 = -439482.509580
  nChanged 164
		SP:Iteration 6Q (9874.590000 sec): 3 clusters
  Score: Raw -442311.128236 + Penalty 2718.616543 = -439592.511693
  nChanged 149
		SP:Iteration 7Q (9874.610000 sec): 3 clusters
  Score: Raw -442402.185856 + Penalty 2718.616543 = -439683.569313
  nChanged 119
		SP:Iteration 8Q (9874.610000 sec): 3 clusters
  Score: Raw -442475.113181 + Penalty 2718.616543 = -439756.496638
  nChanged 106
		SP:Iteration 9Q (9874.630000 sec): 3 clusters
  Score: Raw -442537.948407 + Penalty 2718.616543 = -439819.331864
  nChanged 89
		SP:Iteration 10Q (9874.630000 sec): 3 clusters
  Score: Raw -442585.806359 + Penalty 2718.616543 = -439867.189816
  nChanged 78
		SP:Iteration 11Q (9874.650000 sec): 3 clusters
  Score: Raw -442631.007749 + Penalty 2718.616543 = -439912.391206
  nChanged 67
		SP:Iteration 12Q (9874.650000 sec): 3 clusters
  Score: Raw -442658.059454 + Penalty 2718.616543 = -439939.442911
  nChanged 48
		SP:Iteration 13Q (9874.670000 sec): 3 clusters
  Score: Raw -442680.234612 + Penalty 2718.616543 = -439961.618069
  nChanged 42
		SP:Iteration 14Q (9874.670000 sec): 3 clusters
  Score: Raw -442696.873660 + Penalty 2718.616543 = -439978.257117
  nChanged 45
		SP:Iteration 15Q (9874.690000 sec): 3 clusters
  Score: Raw -442711.367942 + Penalty 2718.616543 = -439992.751399
  nChanged 27
		SP:Iteration 16Q (9874.690000 sec): 3 clusters
  Score: Raw -442718.078799 + Penalty 2718.616543 = -439999.462256
  nChanged 26
		SP:Iteration 17Q (9874.710000 sec): 3 clusters
  Score: Raw -442725.942901 + Penalty 2718.616543 = -440007.326358
  nChanged 23
		SP:Iteration 18Q (9874.710000 sec): 3 clusters
  Score: Raw -442733.416111 + Penalty 2718.616543 = -440014.799568
  nChanged 17
		SP:Iteration 19Q (9874.730000 sec): 3 clusters
  Score: Raw -442737.490933 + Penalty 2718.616543 = -440018.874390
  nChanged 16
		SP:Iteration 20F (9874.730000 sec): 3 clusters
  Score: Raw -442741.112184 + Penalty 2718.616543 = -440022.495641
  nChanged 10
		SP:Iteration 21Q (9874.750000 sec): 3 clusters
  Score: Raw -442742.599337 + Penalty 2718.616543 = -440023.982794
  nChanged 5
		SP:Iteration 22Q (9874.750000 sec): 3 clusters
  Score: Raw -442743.961169 + Penalty 2718.616543 = -440025.344626
  nChanged 3
		SP:Iteration 23Q (9874.770000 sec): 3 clusters
  Score: Raw -442744.372889 + Penalty 2718.616543 = -440025.756346
  nChanged 4
		SP:Iteration 24Q (9874.770000 sec): 3 clusters
  Score: Raw -442744.933092 + Penalty 2718.616543 = -440026.316549
  nChanged 2
		SP:Iteration 25Q (9874.790000 sec): 3 clusters
  Score: Raw -442745.186548 + Penalty 2718.616543 = -440026.570005
  nChanged 2
		SP:Iteration 26Q (9874.790000 sec): 3 clusters
  Score: Raw -442745.375125 + Penalty 2718.616543 = -440026.758582
  nChanged 0
		SP:Iteration 27F (9874.810000 sec): 3 clusters
  Score: Raw -442745.375125 + Penalty 2718.616543 = -440026.758582
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.810000 sec): 2 clusters
  Score: Raw -192648.375262 + Penalty 1211.486004 = -191436.889259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.820000 sec): 3 clusters
  Score: Raw -191928.408438 + Penalty 2422.972008 = -189505.436430
  nChanged 582
		SP:Iteration 1F (9874.830000 sec): 3 clusters
  Score: Raw -192325.582844 + Penalty 2422.972008 = -189902.610836
  nChanged 129
		SP:Iteration 2F (9874.830000 sec): 3 clusters
  Score: Raw -192435.302360 + Penalty 2422.972008 = -190012.330352
  nChanged 99
		SP:Iteration 3F (9874.830000 sec): 3 clusters
  Score: Raw -192535.147792 + Penalty 2422.972008 = -190112.175784
  nChanged 94
		SP:Iteration 4F (9874.840000 sec): 3 clusters
  Score: Raw -192634.820462 + Penalty 2422.972008 = -190211.848455
  nChanged 97
		SP:Iteration 5F (9874.840000 sec): 3 clusters
  Score: Raw -192740.361920 + Penalty 2422.972008 = -190317.389912
  nChanged 87
		SP:Iteration 6F (9874.850000 sec): 3 clusters
  Score: Raw -192848.605855 + Penalty 2422.972008 = -190425.633847
  nChanged 85
		SP:Iteration 7Q (9874.850000 sec): 3 clusters
  Score: Raw -192972.954009 + Penalty 2422.972008 = -190549.982001
  nChanged 64
		SP:Iteration 8Q (9874.850000 sec): 3 clusters
  Score: Raw -193074.680768 + Penalty 2422.972008 = -190651.708760
  nChanged 44
		SP:Iteration 9Q (9874.860000 sec): 3 clusters
  Score: Raw -193132.833371 + Penalty 2422.972008 = -190709.861363
  nChanged 33
		SP:Iteration 10Q (9874.860000 sec): 3 clusters
  Score: Raw -193172.520345 + Penalty 2422.972008 = -190749.548338
  nChanged 25
		SP:Iteration 11Q (9874.870000 sec): 3 clusters
  Score: Raw -193198.534849 + Penalty 2422.972008 = -190775.562842
  nChanged 22
		SP:Iteration 12Q (9874.870000 sec): 3 clusters
  Score: Raw -193213.339519 + Penalty 2422.972008 = -190790.367511
  nChanged 14
		SP:Iteration 13Q (9874.870000 sec): 3 clusters
  Score: Raw -193221.095781 + Penalty 2422.972008 = -190798.123773
  nChanged 8
		SP:Iteration 14Q (9874.880000 sec): 3 clusters
  Score: Raw -193225.944504 + Penalty 2422.972008 = -190802.972497
  nChanged 3
		SP:Iteration 15Q (9874.880000 sec): 3 clusters
  Score: Raw -193228.662295 + Penalty 2422.972008 = -190805.690287
  nChanged 4
		SP:Iteration 16Q (9874.890000 sec): 3 clusters
  Score: Raw -193230.448058 + Penalty 2422.972008 = -190807.476050
  nChanged 1
		SP:Iteration 17Q (9874.890000 sec): 3 clusters
  Score: Raw -193231.398472 + Penalty 2422.972008 = -190808.426464
  nChanged 1
		SP:Iteration 18Q (9874.890000 sec): 3 clusters
  Score: Raw -193231.879526 + Penalty 2422.972008 = -190808.907518
  nChanged 3
		SP:Iteration 19Q (9874.900000 sec): 3 clusters
  Score: Raw -193232.954395 + Penalty 2422.972008 = -190809.982387
  nChanged 0
		SP:Iteration 20F (9874.910000 sec): 3 clusters
  Score: Raw -193232.954395 + Penalty 2422.972008 = -190809.982387
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9874.920000 sec): 2 clusters
  Score: Raw -497833.212718 + Penalty 1366.778301 = -496466.434417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9874.930000 sec): 3 clusters
  Score: Raw -495618.239365 + Penalty 2733.556602 = -492884.682762
  nChanged 1809
		SP:Iteration 1F (9874.940000 sec): 3 clusters
  Score: Raw -496731.562054 + Penalty 2733.556602 = -493998.005452
  nChanged 379
		SP:Iteration 2F (9874.950000 sec): 3 clusters
  Score: Raw -496977.833446 + Penalty 2733.556602 = -494244.276843
  nChanged 295
		SP:Iteration 3F (9874.970000 sec): 3 clusters
  Score: Raw -497200.910085 + Penalty 2733.556602 = -494467.353482
  nChanged 324
		SP:Iteration 4F (9874.970000 sec): 3 clusters
  Score: Raw -497444.573620 + Penalty 2733.556602 = -494711.017018
  nChanged 283
		SP:Iteration 5F (9874.990000 sec): 3 clusters
  Score: Raw -497669.222388 + Penalty 2733.556602 = -494935.665786
  nChanged 262
		SP:Iteration 6F (9875.000000 sec): 3 clusters
  Score: Raw -497852.696078 + Penalty 2733.556602 = -495119.139476
  nChanged 203
		SP:Iteration 7Q (9875.010000 sec): 3 clusters
  Score: Raw -497986.743450 + Penalty 2733.556602 = -495253.186847
  nChanged 170
		SP:Iteration 8Q (9875.020000 sec): 3 clusters
  Score: Raw -498089.288995 + Penalty 2733.556602 = -495355.732393
  nChanged 114
		SP:Iteration 9Q (9875.030000 sec): 3 clusters
  Score: Raw -498148.707828 + Penalty 2733.556602 = -495415.151226
  nChanged 76
		SP:Iteration 10Q (9875.040000 sec): 3 clusters
  Score: Raw -498184.594212 + Penalty 2733.556602 = -495451.037610
  nChanged 69
		SP:Iteration 11Q (9875.050000 sec): 3 clusters
  Score: Raw -498218.634514 + Penalty 2733.556602 = -495485.077912
  nChanged 50
		SP:Iteration 12Q (9875.070000 sec): 3 clusters
  Score: Raw -498236.693754 + Penalty 2733.556602 = -495503.137152
  nChanged 31
		SP:Iteration 13Q (9875.070000 sec): 3 clusters
  Score: Raw -498249.706424 + Penalty 2733.556602 = -495516.149822
  nChanged 27
		SP:Iteration 14Q (9875.090000 sec): 3 clusters
  Score: Raw -498260.593165 + Penalty 2733.556602 = -495527.036562
  nChanged 18
		SP:Iteration 15Q (9875.100000 sec): 3 clusters
  Score: Raw -498265.528107 + Penalty 2733.556602 = -495531.971504
  nChanged 16
		SP:Iteration 16Q (9875.110000 sec): 3 clusters
  Score: Raw -498269.313334 + Penalty 2733.556602 = -495535.756732
  nChanged 2
		SP:Iteration 17Q (9875.120000 sec): 3 clusters
  Score: Raw -498269.801581 + Penalty 2733.556602 = -495536.244978
  nChanged 1
		SP:Iteration 18Q (9875.130000 sec): 3 clusters
  Score: Raw -498269.976733 + Penalty 2733.556602 = -495536.420131
  nChanged 1
		SP:Iteration 19Q (9875.140000 sec): 3 clusters
  Score: Raw -498270.162728 + Penalty 2733.556602 = -495536.606126
  nChanged 2
		SP:Iteration 20F (9875.150000 sec): 3 clusters
  Score: Raw -498270.433530 + Penalty 2733.556602 = -495536.876928
  nChanged 2
		SP:Iteration 21Q (9875.160000 sec): 3 clusters
  Score: Raw -498270.890866 + Penalty 2733.556602 = -495537.334263
  nChanged 3
		SP:Iteration 22Q (9875.170000 sec): 3 clusters
  Score: Raw -498271.248618 + Penalty 2733.556602 = -495537.692016
  nChanged 1
		SP:Iteration 23Q (9875.190000 sec): 3 clusters
  Score: Raw -498271.427536 + Penalty 2733.556602 = -495537.870934
  nChanged 1
		SP:Iteration 24Q (9875.200000 sec): 3 clusters
  Score: Raw -498271.829432 + Penalty 2733.556602 = -495538.272829
  nChanged 2
		SP:Iteration 25Q (9875.210000 sec): 3 clusters
  Score: Raw -498272.446671 + Penalty 2733.556602 = -495538.890069
  nChanged 3
		SP:Iteration 26Q (9875.220000 sec): 3 clusters
  Score: Raw -498273.082888 + Penalty 2733.556602 = -495539.526285
  nChanged 2
		SP:Iteration 27Q (9875.230000 sec): 3 clusters
  Score: Raw -498273.734942 + Penalty 2733.556602 = -495540.178340
  nChanged 1
		SP:Iteration 28Q (9875.240000 sec): 3 clusters
  Score: Raw -498274.067520 + Penalty 2733.556602 = -495540.510917
  nChanged 0
		SP:Iteration 29F (9875.250000 sec): 3 clusters
  Score: Raw -498274.067520 + Penalty 2733.556602 = -495540.510917
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (18334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9875.310000 sec): 2 clusters
  Score: Raw -2189274.856833 + Penalty 1595.183288 = -2187679.673545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9875.350000 sec): 3 clusters
  Score: Raw -2178337.931599 + Penalty 3190.366575 = -2175147.565024
  nChanged 8227
		SP:Iteration 1F (9875.400000 sec): 3 clusters
  Score: Raw -2182766.427213 + Penalty 3190.366575 = -2179576.060638
  nChanged 868
		SP:Iteration 2Q (9875.450000 sec): 3 clusters
  Score: Raw -2183044.164065 + Penalty 3190.366575 = -2179853.797490
  nChanged 770
		SP:Iteration 3Q (9875.490000 sec): 3 clusters
  Score: Raw -2183290.900165 + Penalty 3190.366575 = -2180100.533590
  nChanged 710
		SP:Iteration 4Q (9875.540000 sec): 3 clusters
  Score: Raw -2183507.096978 + Penalty 3190.366575 = -2180316.730403
  nChanged 639
		SP:Iteration 5Q (9875.590000 sec): 3 clusters
  Score: Raw -2183720.724902 + Penalty 3190.366575 = -2180530.358327
  nChanged 659
		SP:Iteration 6Q (9875.630000 sec): 3 clusters
  Score: Raw -2183985.798271 + Penalty 3190.366575 = -2180795.431696
  nChanged 763
		SP:Iteration 7Q (9875.680000 sec): 3 clusters
  Score: Raw -2184315.011720 + Penalty 3190.366575 = -2181124.645145
  nChanged 794
		SP:Iteration 8Q (9875.730000 sec): 3 clusters
  Score: Raw -2184739.810809 + Penalty 3190.366575 = -2181549.444234
  nChanged 927
		SP:Iteration 9F (9875.770000 sec): 3 clusters
  Score: Raw -2185289.942410 + Penalty 3190.366575 = -2182099.575835
  nChanged 1015
		SP:Iteration 10F (9875.820000 sec): 3 clusters
  Score: Raw -2185994.432012 + Penalty 3190.366575 = -2182804.065437
  nChanged 1032
		SP:Iteration 11F (9875.870000 sec): 3 clusters
  Score: Raw -2186781.762231 + Penalty 3190.366575 = -2183591.395656
  nChanged 895
		SP:Iteration 12Q (9875.910000 sec): 3 clusters
  Score: Raw -2187499.418498 + Penalty 3190.366575 = -2184309.051923
  nChanged 727
		SP:Iteration 13Q (9875.960000 sec): 3 clusters
  Score: Raw -2188077.715261 + Penalty 3190.366575 = -2184887.348686
  nChanged 556
		SP:Iteration 14Q (9876.000000 sec): 3 clusters
  Score: Raw -2188541.639257 + Penalty 3190.366575 = -2185351.272682
  nChanged 380
		SP:Iteration 15Q (9876.040000 sec): 3 clusters
  Score: Raw -2188833.775073 + Penalty 3190.366575 = -2185643.408498
  nChanged 234
		SP:Iteration 16Q (9876.070000 sec): 3 clusters
  Score: Raw -2189000.887680 + Penalty 3190.366575 = -2185810.521105
  nChanged 157
		SP:Iteration 17Q (9876.110000 sec): 3 clusters
  Score: Raw -2189119.259904 + Penalty 3190.366575 = -2185928.893329
  nChanged 128
		SP:Iteration 18Q (9876.150000 sec): 3 clusters
  Score: Raw -2189217.011965 + Penalty 3190.366575 = -2186026.645390
  nChanged 81
		SP:Iteration 19Q (9876.180000 sec): 3 clusters
  Score: Raw -2189293.512903 + Penalty 3190.366575 = -2186103.146327
  nChanged 58
		SP:Iteration 20F (9876.230000 sec): 3 clusters
  Score: Raw -2189345.721869 + Penalty 3190.366575 = -2186155.355294
  nChanged 40
		SP:Iteration 21Q (9876.260000 sec): 3 clusters
  Score: Raw -2189378.276692 + Penalty 3190.366575 = -2186187.910117
  nChanged 30
		SP:Iteration 22Q (9876.290000 sec): 3 clusters
  Score: Raw -2189400.074003 + Penalty 3190.366575 = -2186209.707428
  nChanged 23
		SP:Iteration 23Q (9876.330000 sec): 3 clusters
  Score: Raw -2189418.147308 + Penalty 3190.366575 = -2186227.780733
  nChanged 13
		SP:Iteration 24Q (9876.360000 sec): 3 clusters
  Score: Raw -2189429.021525 + Penalty 3190.366575 = -2186238.654950
  nChanged 6
		SP:Iteration 25Q (9876.390000 sec): 3 clusters
  Score: Raw -2189432.180022 + Penalty 3190.366575 = -2186241.813447
  nChanged 6
		SP:Iteration 26Q (9876.420000 sec): 3 clusters
  Score: Raw -2189437.331765 + Penalty 3190.366575 = -2186246.965190
  nChanged 8
		SP:Iteration 27Q (9876.460000 sec): 3 clusters
  Score: Raw -2189445.082382 + Penalty 3190.366575 = -2186254.715807
  nChanged 4
		SP:Iteration 28Q (9876.490000 sec): 3 clusters
  Score: Raw -2189449.866972 + Penalty 3190.366575 = -2186259.500397
  nChanged 6
		SP:Iteration 29Q (9876.520000 sec): 3 clusters
  Score: Raw -2189455.500936 + Penalty 3190.366575 = -2186265.134361
  nChanged 4
		SP:Iteration 30Q (9876.550000 sec): 3 clusters
  Score: Raw -2189460.087674 + Penalty 3190.366575 = -2186269.721099
  nChanged 2
		SP:Iteration 31Q (9876.590000 sec): 3 clusters
  Score: Raw -2189462.158062 + Penalty 3190.366575 = -2186271.791487
  nChanged 3
		SP:Iteration 32Q (9876.620000 sec): 3 clusters
  Score: Raw -2189463.730557 + Penalty 3190.366575 = -2186273.363982
  nChanged 0
		SP:Iteration 33F (9876.670000 sec): 3 clusters
  Score: Raw -2189463.730557 + Penalty 3190.366575 = -2186273.363982
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (18678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9876.710000 sec): 2 clusters
  Score: Raw -2223451.824049 + Penalty 1598.204016 = -2221853.620032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9876.760000 sec): 3 clusters
  Score: Raw -2212295.430538 + Penalty 3196.408033 = -2209099.022505
  nChanged 8408
		SP:Iteration 1F (9876.810000 sec): 3 clusters
  Score: Raw -2216773.577935 + Penalty 3196.408033 = -2213577.169902
  nChanged 912
		SP:Iteration 2Q (9876.860000 sec): 3 clusters
  Score: Raw -2217084.898274 + Penalty 3196.408033 = -2213888.490241
  nChanged 819
		SP:Iteration 3Q (9876.910000 sec): 3 clusters
  Score: Raw -2217375.548560 + Penalty 3196.408033 = -2214179.140527
  nChanged 737
		SP:Iteration 4Q (9876.950000 sec): 3 clusters
  Score: Raw -2217667.522807 + Penalty 3196.408033 = -2214471.114775
  nChanged 768
		SP:Iteration 5Q (9877.000000 sec): 3 clusters
  Score: Raw -2217969.081664 + Penalty 3196.408033 = -2214772.673631
  nChanged 767
		SP:Iteration 6Q (9877.050000 sec): 3 clusters
  Score: Raw -2218315.443720 + Penalty 3196.408033 = -2215119.035687
  nChanged 820
		SP:Iteration 7Q (9877.100000 sec): 3 clusters
  Score: Raw -2218721.495480 + Penalty 3196.408033 = -2215525.087447
  nChanged 818
		SP:Iteration 8Q (9877.150000 sec): 3 clusters
  Score: Raw -2219116.979920 + Penalty 3196.408033 = -2215920.571887
  nChanged 799
		SP:Iteration 9Q (9877.190000 sec): 3 clusters
  Score: Raw -2219484.344363 + Penalty 3196.408033 = -2216287.936330
  nChanged 773
		SP:Iteration 10Q (9877.240000 sec): 3 clusters
  Score: Raw -2219855.187404 + Penalty 3196.408033 = -2216658.779371
  nChanged 729
		SP:Iteration 11Q (9877.290000 sec): 3 clusters
  Score: Raw -2220206.183328 + Penalty 3196.408033 = -2217009.775295
  nChanged 699
		SP:Iteration 12Q (9877.330000 sec): 3 clusters
  Score: Raw -2220530.557965 + Penalty 3196.408033 = -2217334.149932
  nChanged 640
		SP:Iteration 13Q (9877.380000 sec): 3 clusters
  Score: Raw -2220813.236373 + Penalty 3196.408033 = -2217616.828340
  nChanged 583
		SP:Iteration 14Q (9877.430000 sec): 3 clusters
  Score: Raw -2221046.856082 + Penalty 3196.408033 = -2217850.448049
  nChanged 532
		SP:Iteration 15Q (9877.470000 sec): 3 clusters
  Score: Raw -2221247.875807 + Penalty 3196.408033 = -2218051.467774
  nChanged 440
		SP:Iteration 16Q (9877.520000 sec): 3 clusters
  Score: Raw -2221383.346776 + Penalty 3196.408033 = -2218186.938743
  nChanged 346
		SP:Iteration 17Q (9877.570000 sec): 3 clusters
  Score: Raw -2221479.521488 + Penalty 3196.408033 = -2218283.113455
  nChanged 255
		SP:Iteration 18Q (9877.610000 sec): 3 clusters
  Score: Raw -2221546.311079 + Penalty 3196.408033 = -2218349.903046
  nChanged 205
		SP:Iteration 19Q (9877.650000 sec): 3 clusters
  Score: Raw -2221594.960070 + Penalty 3196.408033 = -2218398.552037
  nChanged 190
		SP:Iteration 20F (9877.700000 sec): 3 clusters
  Score: Raw -2221634.257350 + Penalty 3196.408033 = -2218437.849317
  nChanged 157
		SP:Iteration 21Q (9877.750000 sec): 3 clusters
  Score: Raw -2221667.579917 + Penalty 3196.408033 = -2218471.171884
  nChanged 156
		SP:Iteration 22Q (9877.790000 sec): 3 clusters
  Score: Raw -2221699.878383 + Penalty 3196.408033 = -2218503.470350
  nChanged 139
		SP:Iteration 23Q (9877.840000 sec): 3 clusters
  Score: Raw -2221729.414870 + Penalty 3196.408033 = -2218533.006837
  nChanged 151
		SP:Iteration 24Q (9877.890000 sec): 3 clusters
  Score: Raw -2221759.840972 + Penalty 3196.408033 = -2218563.432939
  nChanged 141
		SP:Iteration 25Q (9877.930000 sec): 3 clusters
  Score: Raw -2221790.305583 + Penalty 3196.408033 = -2218593.897550
  nChanged 138
		SP:Iteration 26Q (9877.980000 sec): 3 clusters
  Score: Raw -2221822.481477 + Penalty 3196.408033 = -2218626.073444
  nChanged 147
		SP:Iteration 27Q (9878.020000 sec): 3 clusters
  Score: Raw -2221855.765221 + Penalty 3196.408033 = -2218659.357188
  nChanged 145
		SP:Iteration 28Q (9878.070000 sec): 3 clusters
  Score: Raw -2221884.865662 + Penalty 3196.408033 = -2218688.457629
  nChanged 132
		SP:Iteration 29Q (9878.110000 sec): 3 clusters
  Score: Raw -2221914.093172 + Penalty 3196.408033 = -2218717.685139
  nChanged 128
		SP:Iteration 30Q (9878.160000 sec): 3 clusters
  Score: Raw -2221939.291600 + Penalty 3196.408033 = -2218742.883567
  nChanged 125
		SP:Iteration 31Q (9878.210000 sec): 3 clusters
  Score: Raw -2221965.600887 + Penalty 3196.408033 = -2218769.192854
  nChanged 116
		SP:Iteration 32Q (9878.250000 sec): 3 clusters
  Score: Raw -2221990.617257 + Penalty 3196.408033 = -2218794.209225
  nChanged 128
		SP:Iteration 33Q (9878.290000 sec): 3 clusters
  Score: Raw -2222017.801617 + Penalty 3196.408033 = -2218821.393584
  nChanged 119
		SP:Iteration 34Q (9878.340000 sec): 3 clusters
  Score: Raw -2222038.190081 + Penalty 3196.408033 = -2218841.782048
  nChanged 111
		SP:Iteration 35Q (9878.390000 sec): 3 clusters
  Score: Raw -2222059.295739 + Penalty 3196.408033 = -2218862.887706
  nChanged 102
		SP:Iteration 36Q (9878.430000 sec): 3 clusters
  Score: Raw -2222076.366741 + Penalty 3196.408033 = -2218879.958708
  nChanged 91
		SP:Iteration 37Q (9878.480000 sec): 3 clusters
  Score: Raw -2222093.504423 + Penalty 3196.408033 = -2218897.096390
  nChanged 107
		SP:Iteration 38Q (9878.530000 sec): 3 clusters
  Score: Raw -2222111.819916 + Penalty 3196.408033 = -2218915.411883
  nChanged 99
		SP:Iteration 39Q (9878.570000 sec): 3 clusters
  Score: Raw -2222131.982661 + Penalty 3196.408033 = -2218935.574628
  nChanged 93
		SP:Iteration 40F (9878.620000 sec): 3 clusters
  Score: Raw -2222149.462863 + Penalty 3196.408033 = -2218953.054830
  nChanged 89
		SP:Iteration 41Q (9878.660000 sec): 3 clusters
  Score: Raw -2222166.861458 + Penalty 3196.408033 = -2218970.453425
  nChanged 112
		SP:Iteration 42Q (9878.710000 sec): 3 clusters
  Score: Raw -2222188.297808 + Penalty 3196.408033 = -2218991.889775
  nChanged 93
		SP:Iteration 43Q (9878.750000 sec): 3 clusters
  Score: Raw -2222203.171382 + Penalty 3196.408033 = -2219006.763349
  nChanged 88
		SP:Iteration 44Q (9878.800000 sec): 3 clusters
  Score: Raw -2222214.991884 + Penalty 3196.408033 = -2219018.583851
  nChanged 74
		SP:Iteration 45Q (9878.850000 sec): 3 clusters
  Score: Raw -2222223.116168 + Penalty 3196.408033 = -2219026.708135
  nChanged 54
		SP:Iteration 46Q (9878.890000 sec): 3 clusters
  Score: Raw -2222230.132004 + Penalty 3196.408033 = -2219033.723971
  nChanged 62
		SP:Iteration 47Q (9878.940000 sec): 3 clusters
  Score: Raw -2222237.241460 + Penalty 3196.408033 = -2219040.833428
  nChanged 55
		SP:Iteration 48Q (9878.990000 sec): 3 clusters
  Score: Raw -2222243.881660 + Penalty 3196.408033 = -2219047.473627
  nChanged 53
		SP:Iteration 49Q (9879.030000 sec): 3 clusters
  Score: Raw -2222250.329216 + Penalty 3196.408033 = -2219053.921183
  nChanged 49
		SP:Iteration 50Q (9879.070000 sec): 3 clusters
  Score: Raw -2222255.995451 + Penalty 3196.408033 = -2219059.587418
  nChanged 51
		SP:Iteration 51Q (9879.120000 sec): 3 clusters
  Score: Raw -2222262.260685 + Penalty 3196.408033 = -2219065.852652
  nChanged 51
		SP:Iteration 52Q (9879.170000 sec): 3 clusters
  Score: Raw -2222268.035364 + Penalty 3196.408033 = -2219071.627331
  nChanged 50
		SP:Iteration 53Q (9879.210000 sec): 3 clusters
  Score: Raw -2222274.287344 + Penalty 3196.408033 = -2219077.879311
  nChanged 61
		SP:Iteration 54Q (9879.260000 sec): 3 clusters
  Score: Raw -2222281.842538 + Penalty 3196.408033 = -2219085.434505
  nChanged 55
		SP:Iteration 55Q (9879.300000 sec): 3 clusters
  Score: Raw -2222289.378817 + Penalty 3196.408033 = -2219092.970784
  nChanged 68
		SP:Iteration 56Q (9879.350000 sec): 3 clusters
  Score: Raw -2222299.515838 + Penalty 3196.408033 = -2219103.107805
  nChanged 78
		SP:Iteration 57Q (9879.390000 sec): 3 clusters
  Score: Raw -2222315.531988 + Penalty 3196.408033 = -2219119.123955
  nChanged 97
		SP:Iteration 58Q (9879.440000 sec): 3 clusters
  Score: Raw -2222332.461574 + Penalty 3196.408033 = -2219136.053542
  nChanged 92
		SP:Iteration 59Q (9879.490000 sec): 3 clusters
  Score: Raw -2222348.581576 + Penalty 3196.408033 = -2219152.173543
  nChanged 97
		SP:Iteration 60F (9879.530000 sec): 3 clusters
  Score: Raw -2222364.820581 + Penalty 3196.408033 = -2219168.412548
  nChanged 97
		SP:Iteration 61Q (9879.580000 sec): 3 clusters
  Score: Raw -2222382.814541 + Penalty 3196.408033 = -2219186.406508
  nChanged 114
		SP:Iteration 62Q (9879.620000 sec): 3 clusters
  Score: Raw -2222403.978921 + Penalty 3196.408033 = -2219207.570888
  nChanged 115
		SP:Iteration 63Q (9879.670000 sec): 3 clusters
  Score: Raw -2222428.642954 + Penalty 3196.408033 = -2219232.234921
  nChanged 123
		SP:Iteration 64Q (9879.710000 sec): 3 clusters
  Score: Raw -2222452.910371 + Penalty 3196.408033 = -2219256.502338
  nChanged 113
		SP:Iteration 65Q (9879.760000 sec): 3 clusters
  Score: Raw -2222473.932447 + Penalty 3196.408033 = -2219277.524414
  nChanged 107
		SP:Iteration 66Q (9879.800000 sec): 3 clusters
  Score: Raw -2222494.080733 + Penalty 3196.408033 = -2219297.672700
  nChanged 113
		SP:Iteration 67Q (9879.850000 sec): 3 clusters
  Score: Raw -2222513.667030 + Penalty 3196.408033 = -2219317.258998
  nChanged 111
		SP:Iteration 68Q (9879.890000 sec): 3 clusters
  Score: Raw -2222533.514170 + Penalty 3196.408033 = -2219337.106137
  nChanged 100
		SP:Iteration 69Q (9879.930000 sec): 3 clusters
  Score: Raw -2222551.183532 + Penalty 3196.408033 = -2219354.775499
  nChanged 98
		SP:Iteration 70Q (9879.980000 sec): 3 clusters
  Score: Raw -2222567.949850 + Penalty 3196.408033 = -2219371.541817
  nChanged 92
		SP:Iteration 71Q (9880.020000 sec): 3 clusters
  Score: Raw -2222584.097708 + Penalty 3196.408033 = -2219387.689675
  nChanged 83
		SP:Iteration 72Q (9880.070000 sec): 3 clusters
  Score: Raw -2222598.329071 + Penalty 3196.408033 = -2219401.921038
  nChanged 73
		SP:Iteration 73Q (9880.110000 sec): 3 clusters
  Score: Raw -2222610.437430 + Penalty 3196.408033 = -2219414.029397
  nChanged 70
		SP:Iteration 74Q (9880.150000 sec): 3 clusters
  Score: Raw -2222621.431948 + Penalty 3196.408033 = -2219425.023915
  nChanged 66
		SP:Iteration 75Q (9880.190000 sec): 3 clusters
  Score: Raw -2222632.134711 + Penalty 3196.408033 = -2219435.726678
  nChanged 76
		SP:Iteration 76Q (9880.240000 sec): 3 clusters
  Score: Raw -2222645.112855 + Penalty 3196.408033 = -2219448.704822
  nChanged 82
		SP:Iteration 77Q (9880.280000 sec): 3 clusters
  Score: Raw -2222658.121699 + Penalty 3196.408033 = -2219461.713666
  nChanged 68
		SP:Iteration 78Q (9880.320000 sec): 3 clusters
  Score: Raw -2222670.285927 + Penalty 3196.408033 = -2219473.877894
  nChanged 76
		SP:Iteration 79Q (9880.370000 sec): 3 clusters
  Score: Raw -2222682.649524 + Penalty 3196.408033 = -2219486.241491
  nChanged 76
		SP:Iteration 80F (9880.410000 sec): 3 clusters
  Score: Raw -2222695.419563 + Penalty 3196.408033 = -2219499.011530
  nChanged 65
		SP:Iteration 81Q (9880.450000 sec): 3 clusters
  Score: Raw -2222705.838772 + Penalty 3196.408033 = -2219509.430739
  nChanged 73
		SP:Iteration 82Q (9880.500000 sec): 3 clusters
  Score: Raw -2222718.007254 + Penalty 3196.408033 = -2219521.599222
  nChanged 73
		SP:Iteration 83Q (9880.540000 sec): 3 clusters
  Score: Raw -2222730.690342 + Penalty 3196.408033 = -2219534.282309
  nChanged 62
		SP:Iteration 84Q (9880.580000 sec): 3 clusters
  Score: Raw -2222741.974278 + Penalty 3196.408033 = -2219545.566245
  nChanged 62
		SP:Iteration 85Q (9880.620000 sec): 3 clusters
  Score: Raw -2222753.241513 + Penalty 3196.408033 = -2219556.833480
  nChanged 70
		SP:Iteration 86Q (9880.670000 sec): 3 clusters
  Score: Raw -2222765.729071 + Penalty 3196.408033 = -2219569.321038
  nChanged 78
		SP:Iteration 87Q (9880.710000 sec): 3 clusters
  Score: Raw -2222781.429579 + Penalty 3196.408033 = -2219585.021546
  nChanged 82
		SP:Iteration 88Q (9880.750000 sec): 3 clusters
  Score: Raw -2222799.446882 + Penalty 3196.408033 = -2219603.038849
  nChanged 86
		SP:Iteration 89Q (9880.790000 sec): 3 clusters
  Score: Raw -2222816.631507 + Penalty 3196.408033 = -2219620.223474
  nChanged 83
		SP:Iteration 90Q (9880.830000 sec): 3 clusters
  Score: Raw -2222835.078575 + Penalty 3196.408033 = -2219638.670542
  nChanged 95
		SP:Iteration 91Q (9880.870000 sec): 3 clusters
  Score: Raw -2222860.435878 + Penalty 3196.408033 = -2219664.027845
  nChanged 110
		SP:Iteration 92Q (9880.910000 sec): 3 clusters
  Score: Raw -2222891.886850 + Penalty 3196.408033 = -2219695.478817
  nChanged 115
		SP:Iteration 93Q (9880.950000 sec): 3 clusters
  Score: Raw -2222921.111954 + Penalty 3196.408033 = -2219724.703921
  nChanged 109
		SP:Iteration 94Q (9880.990000 sec): 3 clusters
  Score: Raw -2222947.330392 + Penalty 3196.408033 = -2219750.922359
  nChanged 96
		SP:Iteration 95Q (9881.030000 sec): 3 clusters
  Score: Raw -2222970.805806 + Penalty 3196.408033 = -2219774.397773
  nChanged 83
		SP:Iteration 96Q (9881.070000 sec): 3 clusters
  Score: Raw -2222989.460148 + Penalty 3196.408033 = -2219793.052116
  nChanged 69
		SP:Iteration 97Q (9881.110000 sec): 3 clusters
  Score: Raw -2223002.206542 + Penalty 3196.408033 = -2219805.798509
  nChanged 59
		SP:Iteration 98Q (9881.150000 sec): 3 clusters
  Score: Raw -2223013.262740 + Penalty 3196.408033 = -2219816.854707
  nChanged 60
		SP:Iteration 99Q (9881.190000 sec): 3 clusters
  Score: Raw -2223024.975536 + Penalty 3196.408033 = -2219828.567503
  nChanged 64
		SP:Iteration 100F (9881.240000 sec): 3 clusters
  Score: Raw -2223037.974592 + Penalty 3196.408033 = -2219841.566559
  nChanged 62
		SP:Iteration 101Q (9881.280000 sec): 3 clusters
  Score: Raw -2223052.829765 + Penalty 3196.408033 = -2219856.421732
  nChanged 61
		SP:Iteration 102Q (9881.320000 sec): 3 clusters
  Score: Raw -2223067.806212 + Penalty 3196.408033 = -2219871.398179
  nChanged 78
		SP:Iteration 103Q (9881.360000 sec): 3 clusters
  Score: Raw -2223090.117564 + Penalty 3196.408033 = -2219893.709531
  nChanged 86
		SP:Iteration 104Q (9881.400000 sec): 3 clusters
  Score: Raw -2223115.292863 + Penalty 3196.408033 = -2219918.884830
  nChanged 87
		SP:Iteration 105Q (9881.440000 sec): 3 clusters
  Score: Raw -2223137.914315 + Penalty 3196.408033 = -2219941.506282
  nChanged 75
		SP:Iteration 106Q (9881.480000 sec): 3 clusters
  Score: Raw -2223156.981846 + Penalty 3196.408033 = -2219960.573813
  nChanged 75
		SP:Iteration 107Q (9881.520000 sec): 3 clusters
  Score: Raw -2223174.172649 + Penalty 3196.408033 = -2219977.764616
  nChanged 61
		SP:Iteration 108Q (9881.550000 sec): 3 clusters
  Score: Raw -2223189.200494 + Penalty 3196.408033 = -2219992.792461
  nChanged 73
		SP:Iteration 109Q (9881.590000 sec): 3 clusters
  Score: Raw -2223209.186874 + Penalty 3196.408033 = -2220012.778841
  nChanged 78
		SP:Iteration 110Q (9881.630000 sec): 3 clusters
  Score: Raw -2223230.788495 + Penalty 3196.408033 = -2220034.380462
  nChanged 70
		SP:Iteration 111Q (9881.670000 sec): 3 clusters
  Score: Raw -2223250.104726 + Penalty 3196.408033 = -2220053.696693
  nChanged 63
		SP:Iteration 112Q (9881.710000 sec): 3 clusters
  Score: Raw -2223271.413501 + Penalty 3196.408033 = -2220075.005468
  nChanged 82
		SP:Iteration 113Q (9881.750000 sec): 3 clusters
  Score: Raw -2223296.631981 + Penalty 3196.408033 = -2220100.223948
  nChanged 62
		SP:Iteration 114Q (9881.780000 sec): 3 clusters
  Score: Raw -2223318.901079 + Penalty 3196.408033 = -2220122.493046
  nChanged 68
		SP:Iteration 115Q (9881.820000 sec): 3 clusters
  Score: Raw -2223344.581889 + Penalty 3196.408033 = -2220148.173856
  nChanged 66
		SP:Iteration 116Q (9881.860000 sec): 3 clusters
  Score: Raw -2223368.876114 + Penalty 3196.408033 = -2220172.468081
  nChanged 64
		SP:Iteration 117Q (9881.890000 sec): 3 clusters
  Score: Raw -2223391.089339 + Penalty 3196.408033 = -2220194.681306
  nChanged 61
		SP:Iteration 118Q (9881.930000 sec): 3 clusters
  Score: Raw -2223413.183512 + Penalty 3196.408033 = -2220216.775479
  nChanged 52
		SP:Iteration 119Q (9881.970000 sec): 3 clusters
  Score: Raw -2223433.595913 + Penalty 3196.408033 = -2220237.187880
  nChanged 56
		SP:Iteration 120F (9882.010000 sec): 3 clusters
  Score: Raw -2223457.956992 + Penalty 3196.408033 = -2220261.548959
  nChanged 61
		SP:Iteration 121Q (9882.050000 sec): 3 clusters
  Score: Raw -2223484.439739 + Penalty 3196.408033 = -2220288.031706
  nChanged 49
		SP:Iteration 122Q (9882.090000 sec): 3 clusters
  Score: Raw -2223505.250407 + Penalty 3196.408033 = -2220308.842374
  nChanged 46
		SP:Iteration 123Q (9882.120000 sec): 3 clusters
  Score: Raw -2223522.912970 + Penalty 3196.408033 = -2220326.504937
  nChanged 37
		SP:Iteration 124Q (9882.160000 sec): 3 clusters
  Score: Raw -2223535.437306 + Penalty 3196.408033 = -2220339.029273
  nChanged 35
		SP:Iteration 125Q (9882.190000 sec): 3 clusters
  Score: Raw -2223548.155986 + Penalty 3196.408033 = -2220351.747953
  nChanged 38
		SP:Iteration 126Q (9882.230000 sec): 3 clusters
  Score: Raw -2223560.060587 + Penalty 3196.408033 = -2220363.652554
  nChanged 30
		SP:Iteration 127Q (9882.270000 sec): 3 clusters
  Score: Raw -2223568.636351 + Penalty 3196.408033 = -2220372.228318
  nChanged 21
		SP:Iteration 128Q (9882.300000 sec): 3 clusters
  Score: Raw -2223575.650008 + Penalty 3196.408033 = -2220379.241975
  nChanged 18
		SP:Iteration 129Q (9882.340000 sec): 3 clusters
  Score: Raw -2223582.404670 + Penalty 3196.408033 = -2220385.996637
  nChanged 24
		SP:Iteration 130Q (9882.370000 sec): 3 clusters
  Score: Raw -2223591.473592 + Penalty 3196.408033 = -2220395.065559
  nChanged 18
		SP:Iteration 131Q (9882.410000 sec): 3 clusters
  Score: Raw -2223596.634250 + Penalty 3196.408033 = -2220400.226217
  nChanged 16
		SP:Iteration 132Q (9882.440000 sec): 3 clusters
  Score: Raw -2223602.026693 + Penalty 3196.408033 = -2220405.618660
  nChanged 23
		SP:Iteration 133Q (9882.480000 sec): 3 clusters
  Score: Raw -2223610.853212 + Penalty 3196.408033 = -2220414.445179
  nChanged 18
		SP:Iteration 134Q (9882.510000 sec): 3 clusters
  Score: Raw -2223615.412037 + Penalty 3196.408033 = -2220419.004004
  nChanged 13
		SP:Iteration 135Q (9882.550000 sec): 3 clusters
  Score: Raw -2223620.353749 + Penalty 3196.408033 = -2220423.945716
  nChanged 17
		SP:Iteration 136Q (9882.580000 sec): 3 clusters
  Score: Raw -2223627.727026 + Penalty 3196.408033 = -2220431.318993
  nChanged 20
		SP:Iteration 137Q (9882.620000 sec): 3 clusters
  Score: Raw -2223635.425177 + Penalty 3196.408033 = -2220439.017144
  nChanged 21
		SP:Iteration 138Q (9882.650000 sec): 3 clusters
  Score: Raw -2223642.624709 + Penalty 3196.408033 = -2220446.216676
  nChanged 18
		SP:Iteration 139Q (9882.690000 sec): 3 clusters
  Score: Raw -2223650.272170 + Penalty 3196.408033 = -2220453.864137
  nChanged 16
		SP:Iteration 140F (9882.730000 sec): 3 clusters
  Score: Raw -2223654.730371 + Penalty 3196.408033 = -2220458.322338
  nChanged 13
		SP:Iteration 141Q (9882.770000 sec): 3 clusters
  Score: Raw -2223659.576475 + Penalty 3196.408033 = -2220463.168443
  nChanged 13
		SP:Iteration 142Q (9882.800000 sec): 3 clusters
  Score: Raw -2223663.959363 + Penalty 3196.408033 = -2220467.551330
  nChanged 9
		SP:Iteration 143Q (9882.840000 sec): 3 clusters
  Score: Raw -2223667.106885 + Penalty 3196.408033 = -2220470.698852
  nChanged 8
		SP:Iteration 144Q (9882.870000 sec): 3 clusters
  Score: Raw -2223669.796842 + Penalty 3196.408033 = -2220473.388809
  nChanged 8
		SP:Iteration 145Q (9882.910000 sec): 3 clusters
  Score: Raw -2223673.645131 + Penalty 3196.408033 = -2220477.237099
  nChanged 7
		SP:Iteration 146Q (9882.940000 sec): 3 clusters
  Score: Raw -2223675.441748 + Penalty 3196.408033 = -2220479.033715
  nChanged 0
		SP:Iteration 147F (9882.990000 sec): 3 clusters
  Score: Raw -2223675.441748 + Penalty 3196.408033 = -2220479.033715
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (67511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9883.180000 sec): 2 clusters
  Score: Raw -7911864.356444 + Penalty 1807.007447 = -7910057.348997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9883.360000 sec): 3 clusters
  Score: Raw -7868487.202353 + Penalty 3614.014894 = -7864873.187460
  nChanged 31892
		SP:Iteration 1F (9883.540000 sec): 3 clusters
  Score: Raw -7886708.641025 + Penalty 3614.014894 = -7883094.626132
  nChanged 2501
		SP:Iteration 2Q (9883.720000 sec): 3 clusters
  Score: Raw -7887465.592993 + Penalty 3614.014894 = -7883851.578099
  nChanged 2720
		SP:Iteration 3Q (9883.910000 sec): 3 clusters
  Score: Raw -7888454.877582 + Penalty 3614.014894 = -7884840.862688
  nChanged 2982
		SP:Iteration 4Q (9884.090000 sec): 3 clusters
  Score: Raw -7889709.013884 + Penalty 3614.014894 = -7886094.998990
  nChanged 3332
		SP:Iteration 5Q (9884.270000 sec): 3 clusters
  Score: Raw -7891363.938469 + Penalty 3614.014894 = -7887749.923576
  nChanged 3840
		SP:Iteration 6F (9884.450000 sec): 3 clusters
  Score: Raw -7893562.660625 + Penalty 3614.014894 = -7889948.645731
  nChanged 4258
		SP:Iteration 7F (9884.630000 sec): 3 clusters
  Score: Raw -7896491.662162 + Penalty 3614.014894 = -7892877.647268
  nChanged 4438
		SP:Iteration 8F (9884.810000 sec): 3 clusters
  Score: Raw -7899900.832457 + Penalty 3614.014894 = -7896286.817563
  nChanged 4023
		SP:Iteration 9F (9884.990000 sec): 3 clusters
  Score: Raw -7902820.006384 + Penalty 3614.014894 = -7899205.991490
  nChanged 3187
		SP:Iteration 10Q (9885.170000 sec): 3 clusters
  Score: Raw -7904654.574257 + Penalty 3614.014894 = -7901040.559363
  nChanged 2210
		SP:Iteration 11Q (9885.350000 sec): 3 clusters
  Score: Raw -7905585.008275 + Penalty 3614.014894 = -7901970.993381
  nChanged 1517
		SP:Iteration 12Q (9885.520000 sec): 3 clusters
  Score: Raw -7906078.005110 + Penalty 3614.014894 = -7902463.990216
  nChanged 1101
		SP:Iteration 13Q (9885.700000 sec): 3 clusters
  Score: Raw -7906429.297249 + Penalty 3614.014894 = -7902815.282356
  nChanged 928
		SP:Iteration 14Q (9885.870000 sec): 3 clusters
  Score: Raw -7906687.549145 + Penalty 3614.014894 = -7903073.534251
  nChanged 847
		SP:Iteration 15Q (9886.040000 sec): 3 clusters
  Score: Raw -7906914.985262 + Penalty 3614.014894 = -7903300.970368
  nChanged 774
		SP:Iteration 16Q (9886.210000 sec): 3 clusters
  Score: Raw -7907108.619863 + Penalty 3614.014894 = -7903494.604969
  nChanged 722
		SP:Iteration 17Q (9886.390000 sec): 3 clusters
  Score: Raw -7907273.503486 + Penalty 3614.014894 = -7903659.488593
  nChanged 680
		SP:Iteration 18Q (9886.560000 sec): 3 clusters
  Score: Raw -7907431.538835 + Penalty 3614.014894 = -7903817.523942
  nChanged 673
		SP:Iteration 19Q (9886.730000 sec): 3 clusters
  Score: Raw -7907581.069830 + Penalty 3614.014894 = -7903967.054936
  nChanged 637
		SP:Iteration 20F (9886.900000 sec): 3 clusters
  Score: Raw -7907720.632450 + Penalty 3614.014894 = -7904106.617557
  nChanged 594
		SP:Iteration 21Q (9887.070000 sec): 3 clusters
  Score: Raw -7907846.157032 + Penalty 3614.014894 = -7904232.142138
  nChanged 570
		SP:Iteration 22Q (9887.230000 sec): 3 clusters
  Score: Raw -7907971.421186 + Penalty 3614.014894 = -7904357.406292
  nChanged 604
		SP:Iteration 23Q (9887.400000 sec): 3 clusters
  Score: Raw -7908103.783173 + Penalty 3614.014894 = -7904489.768279
  nChanged 614
		SP:Iteration 24Q (9887.570000 sec): 3 clusters
  Score: Raw -7908245.863005 + Penalty 3614.014894 = -7904631.848111
  nChanged 640
		SP:Iteration 25Q (9887.730000 sec): 3 clusters
  Score: Raw -7908396.630478 + Penalty 3614.014894 = -7904782.615584
  nChanged 641
		SP:Iteration 26Q (9887.890000 sec): 3 clusters
  Score: Raw -7908548.402225 + Penalty 3614.014894 = -7904934.387331
  nChanged 614
		SP:Iteration 27Q (9888.060000 sec): 3 clusters
  Score: Raw -7908697.028906 + Penalty 3614.014894 = -7905083.014012
  nChanged 580
		SP:Iteration 28Q (9888.220000 sec): 3 clusters
  Score: Raw -7908834.220274 + Penalty 3614.014894 = -7905220.205381
  nChanged 582
		SP:Iteration 29Q (9888.380000 sec): 3 clusters
  Score: Raw -7908976.918225 + Penalty 3614.014894 = -7905362.903331
  nChanged 607
		SP:Iteration 30Q (9888.550000 sec): 3 clusters
  Score: Raw -7909130.854658 + Penalty 3614.014894 = -7905516.839764
  nChanged 617
		SP:Iteration 31Q (9888.710000 sec): 3 clusters
  Score: Raw -7909306.881161 + Penalty 3614.014894 = -7905692.866267
  nChanged 613
		SP:Iteration 32Q (9888.870000 sec): 3 clusters
  Score: Raw -7909474.917785 + Penalty 3614.014894 = -7905860.902892
  nChanged 605
		SP:Iteration 33Q (9889.030000 sec): 3 clusters
  Score: Raw -7909649.254316 + Penalty 3614.014894 = -7906035.239422
  nChanged 630
		SP:Iteration 34Q (9889.190000 sec): 3 clusters
  Score: Raw -7909816.060513 + Penalty 3614.014894 = -7906202.045619
  nChanged 598
		SP:Iteration 35Q (9889.350000 sec): 3 clusters
  Score: Raw -7909956.221959 + Penalty 3614.014894 = -7906342.207065
  nChanged 514
		SP:Iteration 36Q (9889.510000 sec): 3 clusters
  Score: Raw -7910065.680239 + Penalty 3614.014894 = -7906451.665345
  nChanged 452
		SP:Iteration 37Q (9889.670000 sec): 3 clusters
  Score: Raw -7910153.606706 + Penalty 3614.014894 = -7906539.591813
  nChanged 438
		SP:Iteration 38Q (9889.840000 sec): 3 clusters
  Score: Raw -7910232.550450 + Penalty 3614.014894 = -7906618.535556
  nChanged 383
		SP:Iteration 39Q (9890.000000 sec): 3 clusters
  Score: Raw -7910292.275245 + Penalty 3614.014894 = -7906678.260351
  nChanged 338
		SP:Iteration 40F (9890.180000 sec): 3 clusters
  Score: Raw -7910341.518981 + Penalty 3614.014894 = -7906727.504088
  nChanged 276
		SP:Iteration 41Q (9890.340000 sec): 3 clusters
  Score: Raw -7910375.029091 + Penalty 3614.014894 = -7906761.014198
  nChanged 241
		SP:Iteration 42Q (9890.510000 sec): 3 clusters
  Score: Raw -7910397.091786 + Penalty 3614.014894 = -7906783.076892
  nChanged 186
		SP:Iteration 43Q (9890.670000 sec): 3 clusters
  Score: Raw -7910411.123035 + Penalty 3614.014894 = -7906797.108141
  nChanged 154
		SP:Iteration 44Q (9890.830000 sec): 3 clusters
  Score: Raw -7910421.682191 + Penalty 3614.014894 = -7906807.667297
  nChanged 131
		SP:Iteration 45Q (9890.990000 sec): 3 clusters
  Score: Raw -7910429.904420 + Penalty 3614.014894 = -7906815.889526
  nChanged 120
		SP:Iteration 46Q (9891.160000 sec): 3 clusters
  Score: Raw -7910436.630970 + Penalty 3614.014894 = -7906822.616077
  nChanged 96
		SP:Iteration 47Q (9891.320000 sec): 3 clusters
  Score: Raw -7910440.811382 + Penalty 3614.014894 = -7906826.796489
  nChanged 85
		SP:Iteration 48Q (9891.490000 sec): 3 clusters
  Score: Raw -7910444.407290 + Penalty 3614.014894 = -7906830.392396
  nChanged 78
		SP:Iteration 49Q (9891.650000 sec): 3 clusters
  Score: Raw -7910447.968752 + Penalty 3614.014894 = -7906833.953858
  nChanged 73
		SP:Iteration 50Q (9891.810000 sec): 3 clusters
  Score: Raw -7910450.872000 + Penalty 3614.014894 = -7906836.857106
  nChanged 69
		SP:Iteration 51Q (9891.980000 sec): 3 clusters
  Score: Raw -7910453.750878 + Penalty 3614.014894 = -7906839.735985
  nChanged 67
		SP:Iteration 52Q (9892.150000 sec): 3 clusters
  Score: Raw -7910456.204896 + Penalty 3614.014894 = -7906842.190003
  nChanged 62
		SP:Iteration 53Q (9892.310000 sec): 3 clusters
  Score: Raw -7910459.262775 + Penalty 3614.014894 = -7906845.247882
  nChanged 61
		SP:Iteration 54Q (9892.470000 sec): 3 clusters
  Score: Raw -7910462.144982 + Penalty 3614.014894 = -7906848.130088
  nChanged 64
		SP:Iteration 55Q (9892.640000 sec): 3 clusters
  Score: Raw -7910464.684093 + Penalty 3614.014894 = -7906850.669200
  nChanged 57
		SP:Iteration 56Q (9892.800000 sec): 3 clusters
  Score: Raw -7910467.211639 + Penalty 3614.014894 = -7906853.196746
  nChanged 59
		SP:Iteration 57Q (9892.960000 sec): 3 clusters
  Score: Raw -7910469.445939 + Penalty 3614.014894 = -7906855.431045
  nChanged 51
		SP:Iteration 58Q (9893.130000 sec): 3 clusters
  Score: Raw -7910471.464121 + Penalty 3614.014894 = -7906857.449228
  nChanged 48
		SP:Iteration 59Q (9893.290000 sec): 3 clusters
  Score: Raw -7910473.110630 + Penalty 3614.014894 = -7906859.095737
  nChanged 34
		SP:Iteration 60F (9893.470000 sec): 3 clusters
  Score: Raw -7910474.297540 + Penalty 3614.014894 = -7906860.282646
  nChanged 41
		SP:Iteration 61Q (9893.630000 sec): 3 clusters
  Score: Raw -7910475.506893 + Penalty 3614.014894 = -7906861.492000
  nChanged 34
		SP:Iteration 62Q (9893.790000 sec): 3 clusters
  Score: Raw -7910476.470197 + Penalty 3614.014894 = -7906862.455303
  nChanged 27
		SP:Iteration 63Q (9893.960000 sec): 3 clusters
  Score: Raw -7910477.353216 + Penalty 3614.014894 = -7906863.338322
  nChanged 23
		SP:Iteration 64Q (9894.120000 sec): 3 clusters
  Score: Raw -7910477.867682 + Penalty 3614.014894 = -7906863.852789
  nChanged 18
		SP:Iteration 65Q (9894.280000 sec): 3 clusters
  Score: Raw -7910478.289632 + Penalty 3614.014894 = -7906864.274739
  nChanged 21
		SP:Iteration 66Q (9894.450000 sec): 3 clusters
  Score: Raw -7910478.922312 + Penalty 3614.014894 = -7906864.907418
  nChanged 22
		SP:Iteration 67Q (9894.610000 sec): 3 clusters
  Score: Raw -7910479.455723 + Penalty 3614.014894 = -7906865.440829
  nChanged 21
		SP:Iteration 68Q (9894.770000 sec): 3 clusters
  Score: Raw -7910479.978425 + Penalty 3614.014894 = -7906865.963531
  nChanged 30
		SP:Iteration 69Q (9894.930000 sec): 3 clusters
  Score: Raw -7910480.859152 + Penalty 3614.014894 = -7906866.844259
  nChanged 33
		SP:Iteration 70Q (9895.100000 sec): 3 clusters
  Score: Raw -7910481.791778 + Penalty 3614.014894 = -7906867.776884
  nChanged 20
		SP:Iteration 71Q (9895.260000 sec): 3 clusters
  Score: Raw -7910482.263926 + Penalty 3614.014894 = -7906868.249032
  nChanged 18
		SP:Iteration 72Q (9895.430000 sec): 3 clusters
  Score: Raw -7910482.752410 + Penalty 3614.014894 = -7906868.737516
  nChanged 22
		SP:Iteration 73Q (9895.590000 sec): 3 clusters
  Score: Raw -7910483.324567 + Penalty 3614.014894 = -7906869.309673
  nChanged 19
		SP:Iteration 74Q (9895.760000 sec): 3 clusters
  Score: Raw -7910484.032185 + Penalty 3614.014894 = -7906870.017292
  nChanged 23
		SP:Iteration 75Q (9895.920000 sec): 3 clusters
  Score: Raw -7910484.755567 + Penalty 3614.014894 = -7906870.740673
  nChanged 28
		SP:Iteration 76Q (9896.090000 sec): 3 clusters
  Score: Raw -7910485.551365 + Penalty 3614.014894 = -7906871.536471
  nChanged 27
		SP:Iteration 77Q (9896.250000 sec): 3 clusters
  Score: Raw -7910486.427525 + Penalty 3614.014894 = -7906872.412632
  nChanged 33
		SP:Iteration 78Q (9896.410000 sec): 3 clusters
  Score: Raw -7910487.711342 + Penalty 3614.014894 = -7906873.696448
  nChanged 34
		SP:Iteration 79Q (9896.570000 sec): 3 clusters
  Score: Raw -7910488.903325 + Penalty 3614.014894 = -7906874.888432
  nChanged 34
		SP:Iteration 80F (9896.750000 sec): 3 clusters
  Score: Raw -7910490.071397 + Penalty 3614.014894 = -7906876.056503
  nChanged 33
		SP:Iteration 81Q (9896.910000 sec): 3 clusters
  Score: Raw -7910491.139108 + Penalty 3614.014894 = -7906877.124214
  nChanged 33
		SP:Iteration 82Q (9897.080000 sec): 3 clusters
  Score: Raw -7910491.992196 + Penalty 3614.014894 = -7906877.977302
  nChanged 28
		SP:Iteration 83Q (9897.240000 sec): 3 clusters
  Score: Raw -7910492.627585 + Penalty 3614.014894 = -7906878.612692
  nChanged 16
		SP:Iteration 84Q (9897.400000 sec): 3 clusters
  Score: Raw -7910492.910424 + Penalty 3614.014894 = -7906878.895530
  nChanged 17
		SP:Iteration 85Q (9897.570000 sec): 3 clusters
  Score: Raw -7910493.350389 + Penalty 3614.014894 = -7906879.335495
  nChanged 16
		SP:Iteration 86Q (9897.730000 sec): 3 clusters
  Score: Raw -7910493.687239 + Penalty 3614.014894 = -7906879.672346
  nChanged 19
		SP:Iteration 87Q (9897.890000 sec): 3 clusters
  Score: Raw -7910494.166610 + Penalty 3614.014894 = -7906880.151716
  nChanged 20
		SP:Iteration 88Q (9898.050000 sec): 3 clusters
  Score: Raw -7910494.852418 + Penalty 3614.014894 = -7906880.837524
  nChanged 25
		SP:Iteration 89Q (9898.210000 sec): 3 clusters
  Score: Raw -7910495.975093 + Penalty 3614.014894 = -7906881.960199
  nChanged 29
		SP:Iteration 90Q (9898.380000 sec): 3 clusters
  Score: Raw -7910496.982430 + Penalty 3614.014894 = -7906882.967536
  nChanged 35
		SP:Iteration 91Q (9898.540000 sec): 3 clusters
  Score: Raw -7910498.336252 + Penalty 3614.014894 = -7906884.321358
  nChanged 40
		SP:Iteration 92Q (9898.700000 sec): 3 clusters
  Score: Raw -7910499.860772 + Penalty 3614.014894 = -7906885.845879
  nChanged 43
		SP:Iteration 93Q (9898.870000 sec): 3 clusters
  Score: Raw -7910501.319974 + Penalty 3614.014894 = -7906887.305081
  nChanged 43
		SP:Iteration 94Q (9899.030000 sec): 3 clusters
  Score: Raw -7910502.787529 + Penalty 3614.014894 = -7906888.772635
  nChanged 34
		SP:Iteration 95Q (9899.190000 sec): 3 clusters
  Score: Raw -7910504.095848 + Penalty 3614.014894 = -7906890.080954
  nChanged 39
		SP:Iteration 96Q (9899.350000 sec): 3 clusters
  Score: Raw -7910505.665413 + Penalty 3614.014894 = -7906891.650520
  nChanged 52
		SP:Iteration 97Q (9899.510000 sec): 3 clusters
  Score: Raw -7910507.923292 + Penalty 3614.014894 = -7906893.908399
  nChanged 58
		SP:Iteration 98Q (9899.680000 sec): 3 clusters
  Score: Raw -7910510.289888 + Penalty 3614.014894 = -7906896.274994
  nChanged 54
		SP:Iteration 99Q (9899.840000 sec): 3 clusters
  Score: Raw -7910512.435560 + Penalty 3614.014894 = -7906898.420666
  nChanged 63
		SP:Iteration 100F (9900.020000 sec): 3 clusters
  Score: Raw -7910515.428436 + Penalty 3614.014894 = -7906901.413542
  nChanged 67
		SP:Iteration 101Q (9900.180000 sec): 3 clusters
  Score: Raw -7910518.989028 + Penalty 3614.014894 = -7906904.974134
  nChanged 72
		SP:Iteration 102Q (9900.340000 sec): 3 clusters
  Score: Raw -7910522.810918 + Penalty 3614.014894 = -7906908.796024
  nChanged 76
		SP:Iteration 103Q (9900.500000 sec): 3 clusters
  Score: Raw -7910527.051479 + Penalty 3614.014894 = -7906913.036585
  nChanged 84
		SP:Iteration 104Q (9900.670000 sec): 3 clusters
  Score: Raw -7910531.570796 + Penalty 3614.014894 = -7906917.555902
  nChanged 78
		SP:Iteration 105Q (9900.830000 sec): 3 clusters
  Score: Raw -7910536.798645 + Penalty 3614.014894 = -7906922.783751
  nChanged 82
		SP:Iteration 106Q (9900.990000 sec): 3 clusters
  Score: Raw -7910542.386010 + Penalty 3614.014894 = -7906928.371116
  nChanged 104
		SP:Iteration 107Q (9901.160000 sec): 3 clusters
  Score: Raw -7910548.995020 + Penalty 3614.014894 = -7906934.980126
  nChanged 121
		SP:Iteration 108Q (9901.320000 sec): 3 clusters
  Score: Raw -7910557.631394 + Penalty 3614.014894 = -7906943.616501
  nChanged 124
		SP:Iteration 109Q (9901.480000 sec): 3 clusters
  Score: Raw -7910568.225460 + Penalty 3614.014894 = -7906954.210566
  nChanged 143
		SP:Iteration 110Q (9901.650000 sec): 3 clusters
  Score: Raw -7910581.690953 + Penalty 3614.014894 = -7906967.676059
  nChanged 153
		SP:Iteration 111Q (9901.810000 sec): 3 clusters
  Score: Raw -7910596.077351 + Penalty 3614.014894 = -7906982.062458
  nChanged 153
		SP:Iteration 112Q (9901.970000 sec): 3 clusters
  Score: Raw -7910611.030933 + Penalty 3614.014894 = -7906997.016040
  nChanged 151
		SP:Iteration 113Q (9902.130000 sec): 3 clusters
  Score: Raw -7910625.061921 + Penalty 3614.014894 = -7907011.047027
  nChanged 143
		SP:Iteration 114Q (9902.290000 sec): 3 clusters
  Score: Raw -7910639.628760 + Penalty 3614.014894 = -7907025.613866
  nChanged 163
		SP:Iteration 115Q (9902.450000 sec): 3 clusters
  Score: Raw -7910658.020049 + Penalty 3614.014894 = -7907044.005155
  nChanged 190
		SP:Iteration 116Q (9902.610000 sec): 3 clusters
  Score: Raw -7910686.086930 + Penalty 3614.014894 = -7907072.072036
  nChanged 221
		SP:Iteration 117Q (9902.770000 sec): 3 clusters
  Score: Raw -7910718.462814 + Penalty 3614.014894 = -7907104.447920
  nChanged 238
		SP:Iteration 118Q (9902.930000 sec): 3 clusters
  Score: Raw -7910756.172764 + Penalty 3614.014894 = -7907142.157870
  nChanged 272
		SP:Iteration 119Q (9903.090000 sec): 3 clusters
  Score: Raw -7910808.188742 + Penalty 3614.014894 = -7907194.173848
  nChanged 324
		SP:Iteration 120F (9903.270000 sec): 3 clusters
  Score: Raw -7910875.012451 + Penalty 3614.014894 = -7907260.997557
  nChanged 340
		SP:Iteration 121Q (9903.430000 sec): 3 clusters
  Score: Raw -7910956.850689 + Penalty 3614.014894 = -7907342.835796
  nChanged 386
		SP:Iteration 122Q (9903.590000 sec): 3 clusters
  Score: Raw -7911078.547869 + Penalty 3614.014894 = -7907464.532975
  nChanged 458
		SP:Iteration 123Q (9903.750000 sec): 3 clusters
  Score: Raw -7911255.634283 + Penalty 3614.014894 = -7907641.619389
  nChanged 512
		SP:Iteration 124Q (9903.910000 sec): 3 clusters
  Score: Raw -7911486.978131 + Penalty 3614.014894 = -7907872.963238
  nChanged 613
		SP:Iteration 125Q (9904.060000 sec): 3 clusters
  Score: Raw -7911813.735588 + Penalty 3614.014894 = -7908199.720695
  nChanged 671
		SP:Iteration 126Q (9904.220000 sec): 3 clusters
  Score: Raw -7912182.238810 + Penalty 3614.014894 = -7908568.223916
  nChanged 688
		SP:Iteration 127Q (9904.370000 sec): 3 clusters
  Score: Raw -7912531.337860 + Penalty 3614.014894 = -7908917.322966
  nChanged 624
		SP:Iteration 128Q (9904.530000 sec): 3 clusters
  Score: Raw -7912784.636721 + Penalty 3614.014894 = -7909170.621828
  nChanged 518
		SP:Iteration 129Q (9904.680000 sec): 3 clusters
  Score: Raw -7912932.101350 + Penalty 3614.014894 = -7909318.086456
  nChanged 404
		SP:Iteration 130Q (9904.830000 sec): 3 clusters
  Score: Raw -7913012.737248 + Penalty 3614.014894 = -7909398.722355
  nChanged 314
		SP:Iteration 131Q (9904.990000 sec): 3 clusters
  Score: Raw -7913059.452588 + Penalty 3614.014894 = -7909445.437694
  nChanged 263
		SP:Iteration 132Q (9905.140000 sec): 3 clusters
  Score: Raw -7913091.176233 + Penalty 3614.014894 = -7909477.161339
  nChanged 203
		SP:Iteration 133Q (9905.290000 sec): 3 clusters
  Score: Raw -7913110.314140 + Penalty 3614.014894 = -7909496.299246
  nChanged 167
		SP:Iteration 134Q (9905.440000 sec): 3 clusters
  Score: Raw -7913125.092412 + Penalty 3614.014894 = -7909511.077518
  nChanged 145
		SP:Iteration 135Q (9905.600000 sec): 3 clusters
  Score: Raw -7913136.917179 + Penalty 3614.014894 = -7909522.902286
  nChanged 130
		SP:Iteration 136Q (9905.750000 sec): 3 clusters
  Score: Raw -7913146.343334 + Penalty 3614.014894 = -7909532.328441
  nChanged 109
		SP:Iteration 137Q (9905.900000 sec): 3 clusters
  Score: Raw -7913155.302130 + Penalty 3614.014894 = -7909541.287236
  nChanged 124
		SP:Iteration 138Q (9906.050000 sec): 3 clusters
  Score: Raw -7913163.808100 + Penalty 3614.014894 = -7909549.793206
  nChanged 108
		SP:Iteration 139Q (9906.200000 sec): 3 clusters
  Score: Raw -7913170.870055 + Penalty 3614.014894 = -7909556.855162
  nChanged 82
		SP:Iteration 140F (9906.380000 sec): 3 clusters
  Score: Raw -7913176.127510 + Penalty 3614.014894 = -7909562.112616
  nChanged 85
		SP:Iteration 141Q (9906.520000 sec): 3 clusters
  Score: Raw -7913181.402440 + Penalty 3614.014894 = -7909567.387546
  nChanged 85
		SP:Iteration 142Q (9906.680000 sec): 3 clusters
  Score: Raw -7913187.143812 + Penalty 3614.014894 = -7909573.128918
  nChanged 79
		SP:Iteration 143Q (9906.820000 sec): 3 clusters
  Score: Raw -7913191.611882 + Penalty 3614.014894 = -7909577.596989
  nChanged 69
		SP:Iteration 144Q (9906.980000 sec): 3 clusters
  Score: Raw -7913195.630197 + Penalty 3614.014894 = -7909581.615303
  nChanged 64
		SP:Iteration 145Q (9907.120000 sec): 3 clusters
  Score: Raw -7913199.319096 + Penalty 3614.014894 = -7909585.304202
  nChanged 59
		SP:Iteration 146Q (9907.280000 sec): 3 clusters
  Score: Raw -7913202.410880 + Penalty 3614.014894 = -7909588.395987
  nChanged 52
		SP:Iteration 147Q (9907.420000 sec): 3 clusters
  Score: Raw -7913204.867366 + Penalty 3614.014894 = -7909590.852472
  nChanged 44
		SP:Iteration 148Q (9907.580000 sec): 3 clusters
  Score: Raw -7913206.754584 + Penalty 3614.014894 = -7909592.739690
  nChanged 38
		SP:Iteration 149Q (9907.720000 sec): 3 clusters
  Score: Raw -7913208.353554 + Penalty 3614.014894 = -7909594.338660
  nChanged 33
		SP:Iteration 150Q (9907.870000 sec): 3 clusters
  Score: Raw -7913209.782802 + Penalty 3614.014894 = -7909595.767908
  nChanged 30
		SP:Iteration 151Q (9908.020000 sec): 3 clusters
  Score: Raw -7913211.155257 + Penalty 3614.014894 = -7909597.140364
  nChanged 27
		SP:Iteration 152Q (9908.170000 sec): 3 clusters
  Score: Raw -7913212.046897 + Penalty 3614.014894 = -7909598.032003
  nChanged 20
		SP:Iteration 153Q (9908.320000 sec): 3 clusters
  Score: Raw -7913212.810473 + Penalty 3614.014894 = -7909598.795579
  nChanged 18
		SP:Iteration 154Q (9908.470000 sec): 3 clusters
  Score: Raw -7913213.510861 + Penalty 3614.014894 = -7909599.495968
  nChanged 15
		SP:Iteration 155Q (9908.620000 sec): 3 clusters
  Score: Raw -7913214.194406 + Penalty 3614.014894 = -7909600.179513
  nChanged 12
		SP:Iteration 156Q (9908.780000 sec): 3 clusters
  Score: Raw -7913214.573887 + Penalty 3614.014894 = -7909600.558994
  nChanged 11
		SP:Iteration 157Q (9908.920000 sec): 3 clusters
  Score: Raw -7913214.967248 + Penalty 3614.014894 = -7909600.952354
  nChanged 11
		SP:Iteration 158Q (9909.070000 sec): 3 clusters
  Score: Raw -7913215.305587 + Penalty 3614.014894 = -7909601.290693
  nChanged 16
		SP:Iteration 159Q (9909.220000 sec): 3 clusters
  Score: Raw -7913215.850391 + Penalty 3614.014894 = -7909601.835498
  nChanged 15
		SP:Iteration 160F (9909.400000 sec): 3 clusters
  Score: Raw -7913216.366923 + Penalty 3614.014894 = -7909602.352029
  nChanged 20
		SP:Iteration 161Q (9909.540000 sec): 3 clusters
  Score: Raw -7913217.091667 + Penalty 3614.014894 = -7909603.076773
  nChanged 15
		SP:Iteration 162Q (9909.690000 sec): 3 clusters
  Score: Raw -7913217.479180 + Penalty 3614.014894 = -7909603.464287
  nChanged 8
		SP:Iteration 163Q (9909.840000 sec): 3 clusters
  Score: Raw -7913217.713889 + Penalty 3614.014894 = -7909603.698995
  nChanged 10
		SP:Iteration 164Q (9909.990000 sec): 3 clusters
  Score: Raw -7913217.998239 + Penalty 3614.014894 = -7909603.983346
  nChanged 10
		SP:Iteration 165Q (9910.140000 sec): 3 clusters
  Score: Raw -7913218.409119 + Penalty 3614.014894 = -7909604.394225
  nChanged 9
		SP:Iteration 166Q (9910.290000 sec): 3 clusters
  Score: Raw -7913218.665338 + Penalty 3614.014894 = -7909604.650444
  nChanged 8
		SP:Iteration 167Q (9910.440000 sec): 3 clusters
  Score: Raw -7913218.850538 + Penalty 3614.014894 = -7909604.835644
  nChanged 4
		SP:Iteration 168Q (9910.580000 sec): 3 clusters
  Score: Raw -7913218.976125 + Penalty 3614.014894 = -7909604.961231
  nChanged 4
		SP:Iteration 169Q (9910.730000 sec): 3 clusters
  Score: Raw -7913219.079114 + Penalty 3614.014894 = -7909605.064221
  nChanged 4
		SP:Iteration 170Q (9910.880000 sec): 3 clusters
  Score: Raw -7913219.208498 + Penalty 3614.014894 = -7909605.193605
  nChanged 3
		SP:Iteration 171Q (9911.030000 sec): 3 clusters
  Score: Raw -7913219.277685 + Penalty 3614.014894 = -7909605.262791
  nChanged 2
		SP:Iteration 172Q (9911.180000 sec): 3 clusters
  Score: Raw -7913219.330755 + Penalty 3614.014894 = -7909605.315861
  nChanged 2
		SP:Iteration 173Q (9911.320000 sec): 3 clusters
  Score: Raw -7913219.391163 + Penalty 3614.014894 = -7909605.376269
  nChanged 1
		SP:Iteration 174Q (9911.470000 sec): 3 clusters
  Score: Raw -7913219.413306 + Penalty 3614.014894 = -7909605.398413
  nChanged 0
		SP:Iteration 175F (9911.650000 sec): 3 clusters
  Score: Raw -7913219.413306 + Penalty 3614.014894 = -7909605.398413
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (28962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9911.740000 sec): 2 clusters
  Score: Raw -3307760.136098 + Penalty 1669.482735 = -3306090.653364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9911.820000 sec): 3 clusters
  Score: Raw -3290033.979160 + Penalty 3338.965469 = -3286695.013691
  nChanged 13204
		SP:Iteration 1F (9911.890000 sec): 3 clusters
  Score: Raw -3297349.673801 + Penalty 3338.965469 = -3294010.708332
  nChanged 1411
		SP:Iteration 2Q (9911.970000 sec): 3 clusters
  Score: Raw -3297829.893545 + Penalty 3338.965469 = -3294490.928076
  nChanged 1409
		SP:Iteration 3Q (9912.040000 sec): 3 clusters
  Score: Raw -3298408.551212 + Penalty 3338.965469 = -3295069.585743
  nChanged 1588
		SP:Iteration 4F (9912.120000 sec): 3 clusters
  Score: Raw -3299211.819391 + Penalty 3338.965469 = -3295872.853922
  nChanged 1860
		SP:Iteration 5F (9912.190000 sec): 3 clusters
  Score: Raw -3300405.639368 + Penalty 3338.965469 = -3297066.673899
  nChanged 2107
		SP:Iteration 6F (9912.270000 sec): 3 clusters
  Score: Raw -3301974.304021 + Penalty 3338.965469 = -3298635.338552
  nChanged 2089
		SP:Iteration 7F (9912.340000 sec): 3 clusters
  Score: Raw -3303721.076853 + Penalty 3338.965469 = -3300382.111384
  nChanged 1794
		SP:Iteration 8F (9912.420000 sec): 3 clusters
  Score: Raw -3305311.554221 + Penalty 3338.965469 = -3301972.588752
  nChanged 1329
		SP:Iteration 9Q (9912.490000 sec): 3 clusters
  Score: Raw -3306516.632869 + Penalty 3338.965469 = -3303177.667400
  nChanged 825
		SP:Iteration 10Q (9912.560000 sec): 3 clusters
  Score: Raw -3307256.168113 + Penalty 3338.965469 = -3303917.202644
  nChanged 420
		SP:Iteration 11Q (9912.630000 sec): 3 clusters
  Score: Raw -3307610.578033 + Penalty 3338.965469 = -3304271.612564
  nChanged 202
		SP:Iteration 12Q (9912.700000 sec): 3 clusters
  Score: Raw -3307780.664508 + Penalty 3338.965469 = -3304441.699039
  nChanged 111
		SP:Iteration 13Q (9912.760000 sec): 3 clusters
  Score: Raw -3307868.584008 + Penalty 3338.965469 = -3304529.618539
  nChanged 63
		SP:Iteration 14Q (9912.820000 sec): 3 clusters
  Score: Raw -3307915.654715 + Penalty 3338.965469 = -3304576.689246
  nChanged 32
		SP:Iteration 15Q (9912.870000 sec): 3 clusters
  Score: Raw -3307945.087852 + Penalty 3338.965469 = -3304606.122383
  nChanged 21
		SP:Iteration 16Q (9912.920000 sec): 3 clusters
  Score: Raw -3307963.831159 + Penalty 3338.965469 = -3304624.865690
  nChanged 19
		SP:Iteration 17Q (9912.980000 sec): 3 clusters
  Score: Raw -3307977.665557 + Penalty 3338.965469 = -3304638.700088
  nChanged 14
		SP:Iteration 18Q (9913.030000 sec): 3 clusters
  Score: Raw -3307989.984157 + Penalty 3338.965469 = -3304651.018688
  nChanged 16
		SP:Iteration 19Q (9913.090000 sec): 3 clusters
  Score: Raw -3308004.596043 + Penalty 3338.965469 = -3304665.630573
  nChanged 9
		SP:Iteration 20F (9913.160000 sec): 3 clusters
  Score: Raw -3308012.466426 + Penalty 3338.965469 = -3304673.500957
  nChanged 9
		SP:Iteration 21Q (9913.220000 sec): 3 clusters
  Score: Raw -3308019.716655 + Penalty 3338.965469 = -3304680.751186
  nChanged 4
		SP:Iteration 22Q (9913.270000 sec): 3 clusters
  Score: Raw -3308024.323683 + Penalty 3338.965469 = -3304685.358214
  nChanged 1
		SP:Iteration 23Q (9913.320000 sec): 3 clusters
  Score: Raw -3308024.740525 + Penalty 3338.965469 = -3304685.775056
  nChanged 1
		SP:Iteration 24Q (9913.380000 sec): 3 clusters
  Score: Raw -3308025.059390 + Penalty 3338.965469 = -3304686.093921
  nChanged 1
		SP:Iteration 25Q (9913.430000 sec): 3 clusters
  Score: Raw -3308025.839986 + Penalty 3338.965469 = -3304686.874517
  nChanged 3
		SP:Iteration 26Q (9913.480000 sec): 3 clusters
  Score: Raw -3308029.459476 + Penalty 3338.965469 = -3304690.494007
  nChanged 7
		SP:Iteration 27Q (9913.540000 sec): 3 clusters
  Score: Raw -3308036.874201 + Penalty 3338.965469 = -3304697.908732
  nChanged 5
		SP:Iteration 28Q (9913.590000 sec): 3 clusters
  Score: Raw -3308039.258325 + Penalty 3338.965469 = -3304700.292856
  nChanged 0
		SP:Iteration 29F (9913.660000 sec): 3 clusters
  Score: Raw -3308039.258325 + Penalty 3338.965469 = -3304700.292856
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (15344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9913.710000 sec): 2 clusters
  Score: Raw -1856480.412523 + Penalty 1566.252967 = -1854914.159556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9913.750000 sec): 3 clusters
  Score: Raw -1847412.342482 + Penalty 3132.505934 = -1844279.836548
  nChanged 6826
		SP:Iteration 1F (9913.790000 sec): 3 clusters
  Score: Raw -1850946.787381 + Penalty 3132.505934 = -1847814.281447
  nChanged 763
		SP:Iteration 2Q (9913.830000 sec): 3 clusters
  Score: Raw -1851185.507585 + Penalty 3132.505934 = -1848053.001651
  nChanged 619
		SP:Iteration 3Q (9913.870000 sec): 3 clusters
  Score: Raw -1851362.616171 + Penalty 3132.505934 = -1848230.110237
  nChanged 506
		SP:Iteration 4Q (9913.910000 sec): 3 clusters
  Score: Raw -1851509.459868 + Penalty 3132.505934 = -1848376.953934
  nChanged 485
		SP:Iteration 5Q (9913.950000 sec): 3 clusters
  Score: Raw -1851665.783944 + Penalty 3132.505934 = -1848533.278010
  nChanged 512
		SP:Iteration 6Q (9913.990000 sec): 3 clusters
  Score: Raw -1851852.082608 + Penalty 3132.505934 = -1848719.576674
  nChanged 518
		SP:Iteration 7Q (9914.030000 sec): 3 clusters
  Score: Raw -1852079.403430 + Penalty 3132.505934 = -1848946.897496
  nChanged 553
		SP:Iteration 8Q (9914.060000 sec): 3 clusters
  Score: Raw -1852355.042218 + Penalty 3132.505934 = -1849222.536284
  nChanged 583
		SP:Iteration 9Q (9914.100000 sec): 3 clusters
  Score: Raw -1852709.455903 + Penalty 3132.505934 = -1849576.949969
  nChanged 667
		SP:Iteration 10Q (9914.140000 sec): 3 clusters
  Score: Raw -1853146.164861 + Penalty 3132.505934 = -1850013.658927
  nChanged 671
		SP:Iteration 11Q (9914.180000 sec): 3 clusters
  Score: Raw -1853582.345119 + Penalty 3132.505934 = -1850449.839185
  nChanged 694
		SP:Iteration 12Q (9914.220000 sec): 3 clusters
  Score: Raw -1854012.764173 + Penalty 3132.505934 = -1850880.258239
  nChanged 636
		SP:Iteration 13Q (9914.260000 sec): 3 clusters
  Score: Raw -1854369.879001 + Penalty 3132.505934 = -1851237.373067
  nChanged 538
		SP:Iteration 14Q (9914.300000 sec): 3 clusters
  Score: Raw -1854636.545165 + Penalty 3132.505934 = -1851504.039231
  nChanged 451
		SP:Iteration 15Q (9914.330000 sec): 3 clusters
  Score: Raw -1854827.484372 + Penalty 3132.505934 = -1851694.978438
  nChanged 357
		SP:Iteration 16Q (9914.370000 sec): 3 clusters
  Score: Raw -1854965.510114 + Penalty 3132.505934 = -1851833.004180
  nChanged 306
		SP:Iteration 17Q (9914.400000 sec): 3 clusters
  Score: Raw -1855075.306571 + Penalty 3132.505934 = -1851942.800637
  nChanged 244
		SP:Iteration 18Q (9914.440000 sec): 3 clusters
  Score: Raw -1855153.170188 + Penalty 3132.505934 = -1852020.664254
  nChanged 201
		SP:Iteration 19Q (9914.480000 sec): 3 clusters
  Score: Raw -1855211.883674 + Penalty 3132.505934 = -1852079.377740
  nChanged 160
		SP:Iteration 20F (9914.520000 sec): 3 clusters
  Score: Raw -1855258.337435 + Penalty 3132.505934 = -1852125.831501
  nChanged 155
		SP:Iteration 21Q (9914.550000 sec): 3 clusters
  Score: Raw -1855299.010364 + Penalty 3132.505934 = -1852166.504430
  nChanged 156
		SP:Iteration 22Q (9914.580000 sec): 3 clusters
  Score: Raw -1855347.459586 + Penalty 3132.505934 = -1852214.953652
  nChanged 159
		SP:Iteration 23Q (9914.620000 sec): 3 clusters
  Score: Raw -1855399.630529 + Penalty 3132.505934 = -1852267.124595
  nChanged 173
		SP:Iteration 24Q (9914.650000 sec): 3 clusters
  Score: Raw -1855450.480751 + Penalty 3132.505934 = -1852317.974817
  nChanged 145
		SP:Iteration 25Q (9914.690000 sec): 3 clusters
  Score: Raw -1855494.615009 + Penalty 3132.505934 = -1852362.109075
  nChanged 159
		SP:Iteration 26Q (9914.720000 sec): 3 clusters
  Score: Raw -1855549.633894 + Penalty 3132.505934 = -1852417.127960
  nChanged 169
		SP:Iteration 27Q (9914.750000 sec): 3 clusters
  Score: Raw -1855611.912637 + Penalty 3132.505934 = -1852479.406703
  nChanged 169
		SP:Iteration 28Q (9914.790000 sec): 3 clusters
  Score: Raw -1855676.833600 + Penalty 3132.505934 = -1852544.327666
  nChanged 152
		SP:Iteration 29Q (9914.820000 sec): 3 clusters
  Score: Raw -1855730.253938 + Penalty 3132.505934 = -1852597.748004
  nChanged 150
		SP:Iteration 30Q (9914.850000 sec): 3 clusters
  Score: Raw -1855780.705027 + Penalty 3132.505934 = -1852648.199093
  nChanged 143
		SP:Iteration 31Q (9914.890000 sec): 3 clusters
  Score: Raw -1855830.220545 + Penalty 3132.505934 = -1852697.714611
  nChanged 144
		SP:Iteration 32Q (9914.920000 sec): 3 clusters
  Score: Raw -1855878.936436 + Penalty 3132.505934 = -1852746.430502
  nChanged 140
		SP:Iteration 33Q (9914.950000 sec): 3 clusters
  Score: Raw -1855925.735044 + Penalty 3132.505934 = -1852793.229110
  nChanged 126
		SP:Iteration 34Q (9914.980000 sec): 3 clusters
  Score: Raw -1855963.350250 + Penalty 3132.505934 = -1852830.844316
  nChanged 121
		SP:Iteration 35Q (9915.020000 sec): 3 clusters
  Score: Raw -1856004.827931 + Penalty 3132.505934 = -1852872.321997
  nChanged 144
		SP:Iteration 36Q (9915.050000 sec): 3 clusters
  Score: Raw -1856055.490220 + Penalty 3132.505934 = -1852922.984286
  nChanged 144
		SP:Iteration 37Q (9915.080000 sec): 3 clusters
  Score: Raw -1856106.907237 + Penalty 3132.505934 = -1852974.401303
  nChanged 142
		SP:Iteration 38Q (9915.110000 sec): 3 clusters
  Score: Raw -1856157.461510 + Penalty 3132.505934 = -1853024.955575
  nChanged 121
		SP:Iteration 39Q (9915.140000 sec): 3 clusters
  Score: Raw -1856195.738369 + Penalty 3132.505934 = -1853063.232435
  nChanged 100
		SP:Iteration 40F (9915.180000 sec): 3 clusters
  Score: Raw -1856228.496607 + Penalty 3132.505934 = -1853095.990672
  nChanged 97
		SP:Iteration 41Q (9915.210000 sec): 3 clusters
  Score: Raw -1856258.073441 + Penalty 3132.505934 = -1853125.567507
  nChanged 99
		SP:Iteration 42Q (9915.240000 sec): 3 clusters
  Score: Raw -1856293.121173 + Penalty 3132.505934 = -1853160.615239
  nChanged 90
		SP:Iteration 43Q (9915.270000 sec): 3 clusters
  Score: Raw -1856324.480009 + Penalty 3132.505934 = -1853191.974075
  nChanged 81
		SP:Iteration 44Q (9915.300000 sec): 3 clusters
  Score: Raw -1856353.840986 + Penalty 3132.505934 = -1853221.335052
  nChanged 76
		SP:Iteration 45Q (9915.330000 sec): 3 clusters
  Score: Raw -1856379.767517 + Penalty 3132.505934 = -1853247.261582
  nChanged 66
		SP:Iteration 46Q (9915.360000 sec): 3 clusters
  Score: Raw -1856401.955701 + Penalty 3132.505934 = -1853269.449767
  nChanged 58
		SP:Iteration 47Q (9915.390000 sec): 3 clusters
  Score: Raw -1856421.899375 + Penalty 3132.505934 = -1853289.393441
  nChanged 60
		SP:Iteration 48Q (9915.420000 sec): 3 clusters
  Score: Raw -1856447.602867 + Penalty 3132.505934 = -1853315.096933
  nChanged 70
		SP:Iteration 49Q (9915.450000 sec): 3 clusters
  Score: Raw -1856483.760047 + Penalty 3132.505934 = -1853351.254113
  nChanged 72
		SP:Iteration 50Q (9915.480000 sec): 3 clusters
  Score: Raw -1856513.431590 + Penalty 3132.505934 = -1853380.925656
  nChanged 59
		SP:Iteration 51Q (9915.510000 sec): 3 clusters
  Score: Raw -1856535.045572 + Penalty 3132.505934 = -1853402.539638
  nChanged 46
		SP:Iteration 52Q (9915.540000 sec): 3 clusters
  Score: Raw -1856552.397905 + Penalty 3132.505934 = -1853419.891971
  nChanged 55
		SP:Iteration 53Q (9915.570000 sec): 3 clusters
  Score: Raw -1856578.104649 + Penalty 3132.505934 = -1853445.598715
  nChanged 43
		SP:Iteration 54Q (9915.600000 sec): 3 clusters
  Score: Raw -1856595.754728 + Penalty 3132.505934 = -1853463.248794
  nChanged 34
		SP:Iteration 55Q (9915.630000 sec): 3 clusters
  Score: Raw -1856607.274273 + Penalty 3132.505934 = -1853474.768339
  nChanged 24
		SP:Iteration 56Q (9915.660000 sec): 3 clusters
  Score: Raw -1856616.926015 + Penalty 3132.505934 = -1853484.420081
  nChanged 19
		SP:Iteration 57Q (9915.680000 sec): 3 clusters
  Score: Raw -1856624.831755 + Penalty 3132.505934 = -1853492.325821
  nChanged 17
		SP:Iteration 58Q (9915.710000 sec): 3 clusters
  Score: Raw -1856630.510968 + Penalty 3132.505934 = -1853498.005034
  nChanged 16
		SP:Iteration 59Q (9915.740000 sec): 3 clusters
  Score: Raw -1856635.625776 + Penalty 3132.505934 = -1853503.119841
  nChanged 16
		SP:Iteration 60F (9915.780000 sec): 3 clusters
  Score: Raw -1856641.026553 + Penalty 3132.505934 = -1853508.520619
  nChanged 14
		SP:Iteration 61Q (9915.810000 sec): 3 clusters
  Score: Raw -1856645.132892 + Penalty 3132.505934 = -1853512.626958
  nChanged 16
		SP:Iteration 62Q (9915.840000 sec): 3 clusters
  Score: Raw -1856649.657262 + Penalty 3132.505934 = -1853517.151328
  nChanged 13
		SP:Iteration 63Q (9915.860000 sec): 3 clusters
  Score: Raw -1856654.210684 + Penalty 3132.505934 = -1853521.704750
  nChanged 8
		SP:Iteration 64Q (9915.890000 sec): 3 clusters
  Score: Raw -1856656.382077 + Penalty 3132.505934 = -1853523.876143
  nChanged 9
		SP:Iteration 65Q (9915.920000 sec): 3 clusters
  Score: Raw -1856658.648829 + Penalty 3132.505934 = -1853526.142895
  nChanged 6
		SP:Iteration 66Q (9915.950000 sec): 3 clusters
  Score: Raw -1856660.180419 + Penalty 3132.505934 = -1853527.674485
  nChanged 1
		SP:Iteration 67Q (9915.980000 sec): 3 clusters
  Score: Raw -1856660.505639 + Penalty 3132.505934 = -1853527.999705
  nChanged 1
		SP:Iteration 68Q (9916.010000 sec): 3 clusters
  Score: Raw -1856660.726300 + Penalty 3132.505934 = -1853528.220365
  nChanged 1
		SP:Iteration 69Q (9916.040000 sec): 3 clusters
  Score: Raw -1856660.866051 + Penalty 3132.505934 = -1853528.360117
  nChanged 0
		SP:Iteration 70F (9916.070000 sec): 3 clusters
  Score: Raw -1856660.866051 + Penalty 3132.505934 = -1853528.360117
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9916.090000 sec): 2 clusters
  Score: Raw -122769.102445 + Penalty 1151.186794 = -121617.915651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9916.090000 sec): 3 clusters
  Score: Raw -122379.890935 + Penalty 2302.373587 = -120077.517348
  nChanged 399
		SP:Iteration 1F (9916.090000 sec): 3 clusters
  Score: Raw -122828.008486 + Penalty 2302.373587 = -120525.634899
  nChanged 114
		SP:Iteration 2F (9916.100000 sec): 3 clusters
  Score: Raw -122987.990599 + Penalty 2302.373587 = -120685.617012
  nChanged 75
		SP:Iteration 3F (9916.100000 sec): 3 clusters
  Score: Raw -123104.861027 + Penalty 2302.373587 = -120802.487439
  nChanged 60
		SP:Iteration 4F (9916.100000 sec): 3 clusters
  Score: Raw -123201.217911 + Penalty 2302.373587 = -120898.844324
  nChanged 44
		SP:Iteration 5Q (9916.100000 sec): 3 clusters
  Score: Raw -123249.519771 + Penalty 2302.373587 = -120947.146184
  nChanged 24
		SP:Iteration 6Q (9916.110000 sec): 3 clusters
  Score: Raw -123271.948586 + Penalty 2302.373587 = -120969.574999
  nChanged 11
		SP:Iteration 7Q (9916.110000 sec): 3 clusters
  Score: Raw -123280.445303 + Penalty 2302.373587 = -120978.071715
  nChanged 6
		SP:Iteration 8Q (9916.110000 sec): 3 clusters
  Score: Raw -123286.012844 + Penalty 2302.373587 = -120983.639256
  nChanged 3
		SP:Iteration 9Q (9916.120000 sec): 3 clusters
  Score: Raw -123289.456476 + Penalty 2302.373587 = -120987.082888
  nChanged 1
		SP:Iteration 10Q (9916.120000 sec): 3 clusters
  Score: Raw -123289.956124 + Penalty 2302.373587 = -120987.582537
  nChanged 2
		SP:Iteration 11Q (9916.120000 sec): 3 clusters
  Score: Raw -123291.114274 + Penalty 2302.373587 = -120988.740687
  nChanged 1
		SP:Iteration 12Q (9916.120000 sec): 3 clusters
  Score: Raw -123293.326902 + Penalty 2302.373587 = -120990.953315
  nChanged 2
		SP:Iteration 13Q (9916.130000 sec): 3 clusters
  Score: Raw -123297.550390 + Penalty 2302.373587 = -120995.176803
  nChanged 4
		SP:Iteration 14Q (9916.130000 sec): 3 clusters
  Score: Raw -123300.377011 + Penalty 2302.373587 = -120998.003424
  nChanged 4
		SP:Iteration 15Q (9916.130000 sec): 3 clusters
  Score: Raw -123306.522876 + Penalty 2302.373587 = -121004.149289
  nChanged 5
		SP:Iteration 16Q (9916.140000 sec): 3 clusters
  Score: Raw -123310.090521 + Penalty 2302.373587 = -121007.716934
  nChanged 1
		SP:Iteration 17Q (9916.140000 sec): 3 clusters
  Score: Raw -123311.035541 + Penalty 2302.373587 = -121008.661954
  nChanged 0
		SP:Iteration 18F (9916.140000 sec): 3 clusters
  Score: Raw -123311.035541 + Penalty 2302.373587 = -121008.661954
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (13725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9916.180000 sec): 2 clusters
  Score: Raw -1574059.552090 + Penalty 1548.133318 = -1572511.418772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9916.220000 sec): 3 clusters
  Score: Raw -1566019.580086 + Penalty 3096.266637 = -1562923.313449
  nChanged 6110
		SP:Iteration 1F (9916.250000 sec): 3 clusters
  Score: Raw -1569436.807450 + Penalty 3096.266637 = -1566340.540814
  nChanged 916
		SP:Iteration 2F (9916.290000 sec): 3 clusters
  Score: Raw -1569925.078251 + Penalty 3096.266637 = -1566828.811614
  nChanged 893
		SP:Iteration 3F (9916.320000 sec): 3 clusters
  Score: Raw -1570404.662145 + Penalty 3096.266637 = -1567308.395509
  nChanged 854
		SP:Iteration 4F (9916.360000 sec): 3 clusters
  Score: Raw -1570894.321609 + Penalty 3096.266637 = -1567798.054972
  nChanged 773
		SP:Iteration 5F (9916.390000 sec): 3 clusters
  Score: Raw -1571321.065141 + Penalty 3096.266637 = -1568224.798505
  nChanged 721
		SP:Iteration 6F (9916.420000 sec): 3 clusters
  Score: Raw -1571696.912925 + Penalty 3096.266637 = -1568600.646288
  nChanged 607
		SP:Iteration 7Q (9916.460000 sec): 3 clusters
  Score: Raw -1571963.682551 + Penalty 3096.266637 = -1568867.415914
  nChanged 458
		SP:Iteration 8Q (9916.500000 sec): 3 clusters
  Score: Raw -1572120.899404 + Penalty 3096.266637 = -1569024.632768
  nChanged 343
		SP:Iteration 9Q (9916.530000 sec): 3 clusters
  Score: Raw -1572228.786631 + Penalty 3096.266637 = -1569132.519994
  nChanged 290
		SP:Iteration 10Q (9916.560000 sec): 3 clusters
  Score: Raw -1572308.300954 + Penalty 3096.266637 = -1569212.034317
  nChanged 222
		SP:Iteration 11Q (9916.600000 sec): 3 clusters
  Score: Raw -1572365.678613 + Penalty 3096.266637 = -1569269.411976
  nChanged 209
		SP:Iteration 12Q (9916.630000 sec): 3 clusters
  Score: Raw -1572419.712167 + Penalty 3096.266637 = -1569323.445530
  nChanged 181
		SP:Iteration 13Q (9916.670000 sec): 3 clusters
  Score: Raw -1572468.513711 + Penalty 3096.266637 = -1569372.247074
  nChanged 179
		SP:Iteration 14Q (9916.700000 sec): 3 clusters
  Score: Raw -1572520.717875 + Penalty 3096.266637 = -1569424.451238
  nChanged 180
		SP:Iteration 15Q (9916.740000 sec): 3 clusters
  Score: Raw -1572569.654067 + Penalty 3096.266637 = -1569473.387430
  nChanged 163
		SP:Iteration 16Q (9916.770000 sec): 3 clusters
  Score: Raw -1572615.241954 + Penalty 3096.266637 = -1569518.975317
  nChanged 190
		SP:Iteration 17Q (9916.800000 sec): 3 clusters
  Score: Raw -1572664.985852 + Penalty 3096.266637 = -1569568.719215
  nChanged 182
		SP:Iteration 18Q (9916.840000 sec): 3 clusters
  Score: Raw -1572716.728396 + Penalty 3096.266637 = -1569620.461759
  nChanged 203
		SP:Iteration 19Q (9916.870000 sec): 3 clusters
  Score: Raw -1572781.666450 + Penalty 3096.266637 = -1569685.399814
  nChanged 220
		SP:Iteration 20F (9916.910000 sec): 3 clusters
  Score: Raw -1572855.982899 + Penalty 3096.266637 = -1569759.716263
  nChanged 243
		SP:Iteration 21Q (9916.940000 sec): 3 clusters
  Score: Raw -1572955.426774 + Penalty 3096.266637 = -1569859.160137
  nChanged 253
		SP:Iteration 22Q (9916.980000 sec): 3 clusters
  Score: Raw -1573063.649570 + Penalty 3096.266637 = -1569967.382934
  nChanged 234
		SP:Iteration 23Q (9917.010000 sec): 3 clusters
  Score: Raw -1573169.885426 + Penalty 3096.266637 = -1570073.618789
  nChanged 244
		SP:Iteration 24Q (9917.040000 sec): 3 clusters
  Score: Raw -1573292.313639 + Penalty 3096.266637 = -1570196.047003
  nChanged 257
		SP:Iteration 25Q (9917.080000 sec): 3 clusters
  Score: Raw -1573434.070762 + Penalty 3096.266637 = -1570337.804126
  nChanged 264
		SP:Iteration 26Q (9917.110000 sec): 3 clusters
  Score: Raw -1573599.468282 + Penalty 3096.266637 = -1570503.201646
  nChanged 239
		SP:Iteration 27Q (9917.140000 sec): 3 clusters
  Score: Raw -1573748.185381 + Penalty 3096.266637 = -1570651.918744
  nChanged 194
		SP:Iteration 28Q (9917.180000 sec): 3 clusters
  Score: Raw -1573871.228768 + Penalty 3096.266637 = -1570774.962131
  nChanged 163
		SP:Iteration 29Q (9917.210000 sec): 3 clusters
  Score: Raw -1573979.150316 + Penalty 3096.266637 = -1570882.883680
  nChanged 109
		SP:Iteration 30Q (9917.240000 sec): 3 clusters
  Score: Raw -1574043.373157 + Penalty 3096.266637 = -1570947.106520
  nChanged 86
		SP:Iteration 31Q (9917.270000 sec): 3 clusters
  Score: Raw -1574096.561542 + Penalty 3096.266637 = -1571000.294906
  nChanged 66
		SP:Iteration 32Q (9917.300000 sec): 3 clusters
  Score: Raw -1574132.985428 + Penalty 3096.266637 = -1571036.718791
  nChanged 39
		SP:Iteration 33Q (9917.330000 sec): 3 clusters
  Score: Raw -1574155.061508 + Penalty 3096.266637 = -1571058.794871
  nChanged 21
		SP:Iteration 34Q (9917.360000 sec): 3 clusters
  Score: Raw -1574170.464120 + Penalty 3096.266637 = -1571074.197484
  nChanged 21
		SP:Iteration 35Q (9917.390000 sec): 3 clusters
  Score: Raw -1574186.383026 + Penalty 3096.266637 = -1571090.116389
  nChanged 25
		SP:Iteration 36Q (9917.420000 sec): 3 clusters
  Score: Raw -1574199.963203 + Penalty 3096.266637 = -1571103.696566
  nChanged 20
		SP:Iteration 37Q (9917.450000 sec): 3 clusters
  Score: Raw -1574214.724054 + Penalty 3096.266637 = -1571118.457418
  nChanged 25
		SP:Iteration 38Q (9917.480000 sec): 3 clusters
  Score: Raw -1574233.749108 + Penalty 3096.266637 = -1571137.482472
  nChanged 22
		SP:Iteration 39Q (9917.500000 sec): 3 clusters
  Score: Raw -1574247.013958 + Penalty 3096.266637 = -1571150.747321
  nChanged 14
		SP:Iteration 40F (9917.540000 sec): 3 clusters
  Score: Raw -1574256.019681 + Penalty 3096.266637 = -1571159.753045
  nChanged 12
		SP:Iteration 41Q (9917.560000 sec): 3 clusters
  Score: Raw -1574264.217371 + Penalty 3096.266637 = -1571167.950734
  nChanged 10
		SP:Iteration 42Q (9917.590000 sec): 3 clusters
  Score: Raw -1574271.398477 + Penalty 3096.266637 = -1571175.131841
  nChanged 8
		SP:Iteration 43Q (9917.620000 sec): 3 clusters
  Score: Raw -1574277.106619 + Penalty 3096.266637 = -1571180.839983
  nChanged 4
		SP:Iteration 44Q (9917.650000 sec): 3 clusters
  Score: Raw -1574279.126684 + Penalty 3096.266637 = -1571182.860047
  nChanged 2
		SP:Iteration 45Q (9917.670000 sec): 3 clusters
  Score: Raw -1574281.095453 + Penalty 3096.266637 = -1571184.828816
  nChanged 4
		SP:Iteration 46Q (9917.700000 sec): 3 clusters
  Score: Raw -1574284.065176 + Penalty 3096.266637 = -1571187.798539
  nChanged 4
		SP:Iteration 47Q (9917.730000 sec): 3 clusters
  Score: Raw -1574287.883049 + Penalty 3096.266637 = -1571191.616412
  nChanged 5
		SP:Iteration 48Q (9917.760000 sec): 3 clusters
  Score: Raw -1574291.143613 + Penalty 3096.266637 = -1571194.876976
  nChanged 3
		SP:Iteration 49Q (9917.780000 sec): 3 clusters
  Score: Raw -1574292.574020 + Penalty 3096.266637 = -1571196.307383
  nChanged 1
		SP:Iteration 50Q (9917.810000 sec): 3 clusters
  Score: Raw -1574293.664209 + Penalty 3096.266637 = -1571197.397573
  nChanged 4
		SP:Iteration 51Q (9917.840000 sec): 3 clusters
  Score: Raw -1574296.539173 + Penalty 3096.266637 = -1571200.272536
  nChanged 3
		SP:Iteration 52Q (9917.860000 sec): 3 clusters
  Score: Raw -1574299.372848 + Penalty 3096.266637 = -1571203.106211
  nChanged 3
		SP:Iteration 53Q (9917.890000 sec): 3 clusters
  Score: Raw -1574301.145877 + Penalty 3096.266637 = -1571204.879240
  nChanged 3
		SP:Iteration 54Q (9917.920000 sec): 3 clusters
  Score: Raw -1574303.027942 + Penalty 3096.266637 = -1571206.761306
  nChanged 6
		SP:Iteration 55Q (9917.940000 sec): 3 clusters
  Score: Raw -1574307.432819 + Penalty 3096.266637 = -1571211.166183
  nChanged 5
		SP:Iteration 56Q (9917.970000 sec): 3 clusters
  Score: Raw -1574312.327393 + Penalty 3096.266637 = -1571216.060756
  nChanged 4
		SP:Iteration 57Q (9918.000000 sec): 3 clusters
  Score: Raw -1574315.653627 + Penalty 3096.266637 = -1571219.386991
  nChanged 2
		SP:Iteration 58Q (9918.020000 sec): 3 clusters
  Score: Raw -1574316.927475 + Penalty 3096.266637 = -1571220.660838
  nChanged 0
		SP:Iteration 59F (9918.060000 sec): 3 clusters
  Score: Raw -1574316.927475 + Penalty 3096.266637 = -1571220.660838
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (36186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9918.160000 sec): 2 clusters
  Score: Raw -4158904.935748 + Penalty 1705.669482 = -4157199.266266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9918.250000 sec): 3 clusters
  Score: Raw -4136243.090507 + Penalty 3411.338964 = -4132831.751543
  nChanged 16818
		SP:Iteration 1F (9918.350000 sec): 3 clusters
  Score: Raw -4145756.346840 + Penalty 3411.338964 = -4142345.007876
  nChanged 1671
		SP:Iteration 2Q (9918.440000 sec): 3 clusters
  Score: Raw -4146320.077665 + Penalty 3411.338964 = -4142908.738701
  nChanged 1677
		SP:Iteration 3Q (9918.540000 sec): 3 clusters
  Score: Raw -4147005.873865 + Penalty 3411.338964 = -4143594.534900
  nChanged 1931
		SP:Iteration 4F (9918.640000 sec): 3 clusters
  Score: Raw -4147979.810878 + Penalty 3411.338964 = -4144568.471914
  nChanged 2232
		SP:Iteration 5F (9918.730000 sec): 3 clusters
  Score: Raw -4149321.255700 + Penalty 3411.338964 = -4145909.916736
  nChanged 2419
		SP:Iteration 6F (9918.820000 sec): 3 clusters
  Score: Raw -4150845.228285 + Penalty 3411.338964 = -4147433.889320
  nChanged 2281
		SP:Iteration 7F (9918.920000 sec): 3 clusters
  Score: Raw -4152195.016065 + Penalty 3411.338964 = -4148783.677101
  nChanged 1884
		SP:Iteration 8F (9919.010000 sec): 3 clusters
  Score: Raw -4153141.514446 + Penalty 3411.338964 = -4149730.175482
  nChanged 1439
		SP:Iteration 9Q (9919.110000 sec): 3 clusters
  Score: Raw -4153756.447155 + Penalty 3411.338964 = -4150345.108191
  nChanged 1165
		SP:Iteration 10Q (9919.200000 sec): 3 clusters
  Score: Raw -4154222.576317 + Penalty 3411.338964 = -4150811.237352
  nChanged 949
		SP:Iteration 11Q (9919.300000 sec): 3 clusters
  Score: Raw -4154612.090435 + Penalty 3411.338964 = -4151200.751471
  nChanged 897
		SP:Iteration 12Q (9919.400000 sec): 3 clusters
  Score: Raw -4154991.601565 + Penalty 3411.338964 = -4151580.262601
  nChanged 836
		SP:Iteration 13Q (9919.490000 sec): 3 clusters
  Score: Raw -4155379.679750 + Penalty 3411.338964 = -4151968.340786
  nChanged 812
		SP:Iteration 14Q (9919.580000 sec): 3 clusters
  Score: Raw -4155799.927133 + Penalty 3411.338964 = -4152388.588168
  nChanged 807
		SP:Iteration 15Q (9919.680000 sec): 3 clusters
  Score: Raw -4156249.251164 + Penalty 3411.338964 = -4152837.912199
  nChanged 757
		SP:Iteration 16Q (9919.760000 sec): 3 clusters
  Score: Raw -4156696.650349 + Penalty 3411.338964 = -4153285.311385
  nChanged 730
		SP:Iteration 17Q (9919.860000 sec): 3 clusters
  Score: Raw -4157177.909129 + Penalty 3411.338964 = -4153766.570164
  nChanged 626
		SP:Iteration 18Q (9919.940000 sec): 3 clusters
  Score: Raw -4157622.360874 + Penalty 3411.338964 = -4154211.021910
  nChanged 512
		SP:Iteration 19Q (9920.020000 sec): 3 clusters
  Score: Raw -4158044.518951 + Penalty 3411.338964 = -4154633.179987
  nChanged 409
		SP:Iteration 20F (9920.130000 sec): 3 clusters
  Score: Raw -4158520.241644 + Penalty 3411.338964 = -4155108.902679
  nChanged 268
		SP:Iteration 21Q (9920.200000 sec): 3 clusters
  Score: Raw -4158966.591349 + Penalty 3411.338964 = -4155555.252384
  nChanged 208
		SP:Iteration 22Q (9920.270000 sec): 3 clusters
  Score: Raw -4159217.739844 + Penalty 3411.338964 = -4155806.400880
  nChanged 158
		SP:Iteration 23Q (9920.350000 sec): 3 clusters
  Score: Raw -4159326.752947 + Penalty 3411.338964 = -4155915.413982
  nChanged 117
		SP:Iteration 24Q (9920.410000 sec): 3 clusters
  Score: Raw -4159389.449879 + Penalty 3411.338964 = -4155978.110915
  nChanged 83
		SP:Iteration 25Q (9920.490000 sec): 3 clusters
  Score: Raw -4159429.415350 + Penalty 3411.338964 = -4156018.076386
  nChanged 58
		SP:Iteration 26Q (9920.550000 sec): 3 clusters
  Score: Raw -4159453.443548 + Penalty 3411.338964 = -4156042.104584
  nChanged 43
		SP:Iteration 27Q (9920.620000 sec): 3 clusters
  Score: Raw -4159467.244766 + Penalty 3411.338964 = -4156055.905802
  nChanged 27
		SP:Iteration 28Q (9920.690000 sec): 3 clusters
  Score: Raw -4159475.861903 + Penalty 3411.338964 = -4156064.522938
  nChanged 19
		SP:Iteration 29Q (9920.760000 sec): 3 clusters
  Score: Raw -4159479.881959 + Penalty 3411.338964 = -4156068.542995
  nChanged 17
		SP:Iteration 30Q (9920.830000 sec): 3 clusters
  Score: Raw -4159484.716192 + Penalty 3411.338964 = -4156073.377228
  nChanged 20
		SP:Iteration 31Q (9920.890000 sec): 3 clusters
  Score: Raw -4159490.114196 + Penalty 3411.338964 = -4156078.775231
  nChanged 15
		SP:Iteration 32Q (9920.960000 sec): 3 clusters
  Score: Raw -4159494.172762 + Penalty 3411.338964 = -4156082.833798
  nChanged 16
		SP:Iteration 33Q (9921.030000 sec): 3 clusters
  Score: Raw -4159498.382463 + Penalty 3411.338964 = -4156087.043499
  nChanged 15
		SP:Iteration 34Q (9921.100000 sec): 3 clusters
  Score: Raw -4159500.629347 + Penalty 3411.338964 = -4156089.290382
  nChanged 10
		SP:Iteration 35Q (9921.170000 sec): 3 clusters
  Score: Raw -4159502.930736 + Penalty 3411.338964 = -4156091.591771
  nChanged 7
		SP:Iteration 36Q (9921.230000 sec): 3 clusters
  Score: Raw -4159503.722389 + Penalty 3411.338964 = -4156092.383425
  nChanged 3
		SP:Iteration 37Q (9921.300000 sec): 3 clusters
  Score: Raw -4159504.247892 + Penalty 3411.338964 = -4156092.908928
  nChanged 3
		SP:Iteration 38Q (9921.370000 sec): 3 clusters
  Score: Raw -4159504.677116 + Penalty 3411.338964 = -4156093.338152
  nChanged 1
		SP:Iteration 39Q (9921.440000 sec): 3 clusters
  Score: Raw -4159504.792164 + Penalty 3411.338964 = -4156093.453200
  nChanged 0
		SP:Iteration 40F (9921.530000 sec): 3 clusters
  Score: Raw -4159504.792164 + Penalty 3411.338964 = -4156093.453200
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (27165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9921.610000 sec): 2 clusters
  Score: Raw -3155984.404931 + Penalty 1659.073757 = -3154325.331174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9921.680000 sec): 3 clusters
  Score: Raw -3139483.071483 + Penalty 3318.147514 = -3136164.923968
  nChanged 12400
		SP:Iteration 1F (9921.750000 sec): 3 clusters
  Score: Raw -3146828.449884 + Penalty 3318.147514 = -3143510.302370
  nChanged 1714
		SP:Iteration 2F (9921.820000 sec): 3 clusters
  Score: Raw -3147854.834174 + Penalty 3318.147514 = -3144536.686660
  nChanged 1886
		SP:Iteration 3F (9921.890000 sec): 3 clusters
  Score: Raw -3149151.165497 + Penalty 3318.147514 = -3145833.017983
  nChanged 2051
		SP:Iteration 4F (9921.960000 sec): 3 clusters
  Score: Raw -3150631.980933 + Penalty 3318.147514 = -3147313.833419
  nChanged 1967
		SP:Iteration 5F (9922.030000 sec): 3 clusters
  Score: Raw -3152117.343330 + Penalty 3318.147514 = -3148799.195816
  nChanged 1628
		SP:Iteration 6F (9922.100000 sec): 3 clusters
  Score: Raw -3153593.590132 + Penalty 3318.147514 = -3150275.442618
  nChanged 1298
		SP:Iteration 7Q (9922.170000 sec): 3 clusters
  Score: Raw -3154881.581396 + Penalty 3318.147514 = -3151563.433882
  nChanged 989
		SP:Iteration 8Q (9922.240000 sec): 3 clusters
  Score: Raw -3155936.823983 + Penalty 3318.147514 = -3152618.676468
  nChanged 818
		SP:Iteration 9Q (9922.310000 sec): 3 clusters
  Score: Raw -3156814.418391 + Penalty 3318.147514 = -3153496.270877
  nChanged 707
		SP:Iteration 10Q (9922.370000 sec): 3 clusters
  Score: Raw -3157565.926227 + Penalty 3318.147514 = -3154247.778713
  nChanged 628
		SP:Iteration 11Q (9922.430000 sec): 3 clusters
  Score: Raw -3158149.571562 + Penalty 3318.147514 = -3154831.424048
  nChanged 516
		SP:Iteration 12Q (9922.490000 sec): 3 clusters
  Score: Raw -3158487.103055 + Penalty 3318.147514 = -3155168.955541
  nChanged 389
		SP:Iteration 13Q (9922.550000 sec): 3 clusters
  Score: Raw -3158659.028097 + Penalty 3318.147514 = -3155340.880583
  nChanged 261
		SP:Iteration 14Q (9922.610000 sec): 3 clusters
  Score: Raw -3158744.988440 + Penalty 3318.147514 = -3155426.840926
  nChanged 173
		SP:Iteration 15Q (9922.670000 sec): 3 clusters
  Score: Raw -3158788.022202 + Penalty 3318.147514 = -3155469.874688
  nChanged 131
		SP:Iteration 16Q (9922.730000 sec): 3 clusters
  Score: Raw -3158814.994937 + Penalty 3318.147514 = -3155496.847423
  nChanged 99
		SP:Iteration 17Q (9922.790000 sec): 3 clusters
  Score: Raw -3158832.267645 + Penalty 3318.147514 = -3155514.120131
  nChanged 87
		SP:Iteration 18Q (9922.850000 sec): 3 clusters
  Score: Raw -3158845.874029 + Penalty 3318.147514 = -3155527.726515
  nChanged 55
		SP:Iteration 19Q (9922.910000 sec): 3 clusters
  Score: Raw -3158852.905408 + Penalty 3318.147514 = -3155534.757894
  nChanged 52
		SP:Iteration 20F (9922.980000 sec): 3 clusters
  Score: Raw -3158858.923440 + Penalty 3318.147514 = -3155540.775926
  nChanged 36
		SP:Iteration 21Q (9923.040000 sec): 3 clusters
  Score: Raw -3158861.961634 + Penalty 3318.147514 = -3155543.814120
  nChanged 28
		SP:Iteration 22Q (9923.100000 sec): 3 clusters
  Score: Raw -3158864.228939 + Penalty 3318.147514 = -3155546.081425
  nChanged 31
		SP:Iteration 23Q (9923.160000 sec): 3 clusters
  Score: Raw -3158866.161983 + Penalty 3318.147514 = -3155548.014469
  nChanged 17
		SP:Iteration 24Q (9923.220000 sec): 3 clusters
  Score: Raw -3158867.388811 + Penalty 3318.147514 = -3155549.241297
  nChanged 10
		SP:Iteration 25Q (9923.280000 sec): 3 clusters
  Score: Raw -3158867.851249 + Penalty 3318.147514 = -3155549.703735
  nChanged 11
		SP:Iteration 26Q (9923.340000 sec): 3 clusters
  Score: Raw -3158868.272153 + Penalty 3318.147514 = -3155550.124638
  nChanged 5
		SP:Iteration 27Q (9923.400000 sec): 3 clusters
  Score: Raw -3158868.667209 + Penalty 3318.147514 = -3155550.519695
  nChanged 5
		SP:Iteration 28Q (9923.460000 sec): 3 clusters
  Score: Raw -3158868.802669 + Penalty 3318.147514 = -3155550.655155
  nChanged 2
		SP:Iteration 29Q (9923.520000 sec): 3 clusters
  Score: Raw -3158868.847988 + Penalty 3318.147514 = -3155550.700474
  nChanged 0
		SP:Iteration 30F (9923.590000 sec): 3 clusters
  Score: Raw -3158868.847988 + Penalty 3318.147514 = -3155550.700474
  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 12.55 GB.

 Trying to split cluster 33 (13853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9923.650000 sec): 2 clusters
  Score: Raw -1582937.686687 + Penalty 1549.641778 = -1581388.044909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9923.680000 sec): 3 clusters
  Score: Raw -1574782.150012 + Penalty 3099.283556 = -1571682.866456
  nChanged 6192
		SP:Iteration 1F (9923.720000 sec): 3 clusters
  Score: Raw -1578240.366850 + Penalty 3099.283556 = -1575141.083295
  nChanged 842
		SP:Iteration 2F (9923.750000 sec): 3 clusters
  Score: Raw -1578614.002487 + Penalty 3099.283556 = -1575514.718932
  nChanged 703
		SP:Iteration 3F (9923.790000 sec): 3 clusters
  Score: Raw -1578876.870519 + Penalty 3099.283556 = -1575777.586963
  nChanged 586
		SP:Iteration 4Q (9923.820000 sec): 3 clusters
  Score: Raw -1579110.593351 + Penalty 3099.283556 = -1576011.309795
  nChanged 554
		SP:Iteration 5Q (9923.850000 sec): 3 clusters
  Score: Raw -1579309.440816 + Penalty 3099.283556 = -1576210.157260
  nChanged 522
		SP:Iteration 6Q (9923.890000 sec): 3 clusters
  Score: Raw -1579508.558032 + Penalty 3099.283556 = -1576409.274476
  nChanged 496
		SP:Iteration 7Q (9923.930000 sec): 3 clusters
  Score: Raw -1579711.913379 + Penalty 3099.283556 = -1576612.629823
  nChanged 510
		SP:Iteration 8Q (9923.960000 sec): 3 clusters
  Score: Raw -1579951.390168 + Penalty 3099.283556 = -1576852.106612
  nChanged 508
		SP:Iteration 9Q (9923.990000 sec): 3 clusters
  Score: Raw -1580194.760947 + Penalty 3099.283556 = -1577095.477391
  nChanged 499
		SP:Iteration 10Q (9924.030000 sec): 3 clusters
  Score: Raw -1580424.447124 + Penalty 3099.283556 = -1577325.163568
  nChanged 471
		SP:Iteration 11Q (9924.070000 sec): 3 clusters
  Score: Raw -1580671.147912 + Penalty 3099.283556 = -1577571.864357
  nChanged 473
		SP:Iteration 12Q (9924.100000 sec): 3 clusters
  Score: Raw -1580957.154879 + Penalty 3099.283556 = -1577857.871324
  nChanged 492
		SP:Iteration 13Q (9924.130000 sec): 3 clusters
  Score: Raw -1581256.033898 + Penalty 3099.283556 = -1578156.750342
  nChanged 504
		SP:Iteration 14Q (9924.170000 sec): 3 clusters
  Score: Raw -1581564.095040 + Penalty 3099.283556 = -1578464.811484
  nChanged 468
		SP:Iteration 15Q (9924.200000 sec): 3 clusters
  Score: Raw -1581840.442695 + Penalty 3099.283556 = -1578741.159139
  nChanged 441
		SP:Iteration 16Q (9924.230000 sec): 3 clusters
  Score: Raw -1582074.538971 + Penalty 3099.283556 = -1578975.255415
  nChanged 363
		SP:Iteration 17Q (9924.270000 sec): 3 clusters
  Score: Raw -1582235.979995 + Penalty 3099.283556 = -1579136.696439
  nChanged 309
		SP:Iteration 18Q (9924.300000 sec): 3 clusters
  Score: Raw -1582354.962118 + Penalty 3099.283556 = -1579255.678562
  nChanged 260
		SP:Iteration 19Q (9924.330000 sec): 3 clusters
  Score: Raw -1582449.152797 + Penalty 3099.283556 = -1579349.869242
  nChanged 245
		SP:Iteration 20F (9924.370000 sec): 3 clusters
  Score: Raw -1582530.719918 + Penalty 3099.283556 = -1579431.436362
  nChanged 193
		SP:Iteration 21Q (9924.400000 sec): 3 clusters
  Score: Raw -1582597.838101 + Penalty 3099.283556 = -1579498.554546
  nChanged 195
		SP:Iteration 22Q (9924.430000 sec): 3 clusters
  Score: Raw -1582671.691306 + Penalty 3099.283556 = -1579572.407750
  nChanged 185
		SP:Iteration 23Q (9924.470000 sec): 3 clusters
  Score: Raw -1582733.053326 + Penalty 3099.283556 = -1579633.769771
  nChanged 154
		SP:Iteration 24Q (9924.500000 sec): 3 clusters
  Score: Raw -1582775.071587 + Penalty 3099.283556 = -1579675.788031
  nChanged 146
		SP:Iteration 25Q (9924.530000 sec): 3 clusters
  Score: Raw -1582813.748243 + Penalty 3099.283556 = -1579714.464687
  nChanged 121
		SP:Iteration 26Q (9924.560000 sec): 3 clusters
  Score: Raw -1582844.121638 + Penalty 3099.283556 = -1579744.838082
  nChanged 99
		SP:Iteration 27Q (9924.590000 sec): 3 clusters
  Score: Raw -1582868.615497 + Penalty 3099.283556 = -1579769.331941
  nChanged 88
		SP:Iteration 28Q (9924.630000 sec): 3 clusters
  Score: Raw -1582890.910595 + Penalty 3099.283556 = -1579791.627040
  nChanged 99
		SP:Iteration 29Q (9924.660000 sec): 3 clusters
  Score: Raw -1582919.136885 + Penalty 3099.283556 = -1579819.853329
  nChanged 91
		SP:Iteration 30Q (9924.690000 sec): 3 clusters
  Score: Raw -1582945.158818 + Penalty 3099.283556 = -1579845.875262
  nChanged 80
		SP:Iteration 31Q (9924.720000 sec): 3 clusters
  Score: Raw -1582978.887240 + Penalty 3099.283556 = -1579879.603684
  nChanged 109
		SP:Iteration 32Q (9924.750000 sec): 3 clusters
  Score: Raw -1583035.331775 + Penalty 3099.283556 = -1579936.048219
  nChanged 110
		SP:Iteration 33Q (9924.780000 sec): 3 clusters
  Score: Raw -1583105.894174 + Penalty 3099.283556 = -1580006.610618
  nChanged 98
		SP:Iteration 34Q (9924.810000 sec): 3 clusters
  Score: Raw -1583160.392705 + Penalty 3099.283556 = -1580061.109149
  nChanged 109
		SP:Iteration 35Q (9924.840000 sec): 3 clusters
  Score: Raw -1583206.699921 + Penalty 3099.283556 = -1580107.416366
  nChanged 102
		SP:Iteration 36Q (9924.870000 sec): 3 clusters
  Score: Raw -1583241.517729 + Penalty 3099.283556 = -1580142.234173
  nChanged 92
		SP:Iteration 37Q (9924.900000 sec): 3 clusters
  Score: Raw -1583265.059009 + Penalty 3099.283556 = -1580165.775453
  nChanged 80
		SP:Iteration 38Q (9924.930000 sec): 3 clusters
  Score: Raw -1583286.609350 + Penalty 3099.283556 = -1580187.325794
  nChanged 69
		SP:Iteration 39Q (9924.960000 sec): 3 clusters
  Score: Raw -1583302.800523 + Penalty 3099.283556 = -1580203.516967
  nChanged 65
		SP:Iteration 40F (9925.000000 sec): 3 clusters
  Score: Raw -1583319.339936 + Penalty 3099.283556 = -1580220.056380
  nChanged 48
		SP:Iteration 41Q (9925.030000 sec): 3 clusters
  Score: Raw -1583328.386718 + Penalty 3099.283556 = -1580229.103162
  nChanged 33
		SP:Iteration 42Q (9925.060000 sec): 3 clusters
  Score: Raw -1583333.917296 + Penalty 3099.283556 = -1580234.633740
  nChanged 28
		SP:Iteration 43Q (9925.090000 sec): 3 clusters
  Score: Raw -1583339.094612 + Penalty 3099.283556 = -1580239.811056
  nChanged 32
		SP:Iteration 44Q (9925.120000 sec): 3 clusters
  Score: Raw -1583343.982959 + Penalty 3099.283556 = -1580244.699403
  nChanged 23
		SP:Iteration 45Q (9925.150000 sec): 3 clusters
  Score: Raw -1583347.408054 + Penalty 3099.283556 = -1580248.124498
  nChanged 23
		SP:Iteration 46Q (9925.180000 sec): 3 clusters
  Score: Raw -1583350.573475 + Penalty 3099.283556 = -1580251.289919
  nChanged 26
		SP:Iteration 47Q (9925.210000 sec): 3 clusters
  Score: Raw -1583355.136701 + Penalty 3099.283556 = -1580255.853145
  nChanged 28
		SP:Iteration 48Q (9925.240000 sec): 3 clusters
  Score: Raw -1583359.628900 + Penalty 3099.283556 = -1580260.345344
  nChanged 25
		SP:Iteration 49Q (9925.270000 sec): 3 clusters
  Score: Raw -1583363.586456 + Penalty 3099.283556 = -1580264.302900
  nChanged 25
		SP:Iteration 50Q (9925.300000 sec): 3 clusters
  Score: Raw -1583367.315708 + Penalty 3099.283556 = -1580268.032153
  nChanged 17
		SP:Iteration 51Q (9925.330000 sec): 3 clusters
  Score: Raw -1583370.535602 + Penalty 3099.283556 = -1580271.252046
  nChanged 24
		SP:Iteration 52Q (9925.360000 sec): 3 clusters
  Score: Raw -1583374.946736 + Penalty 3099.283556 = -1580275.663180
  nChanged 23
		SP:Iteration 53Q (9925.390000 sec): 3 clusters
  Score: Raw -1583378.788995 + Penalty 3099.283556 = -1580279.505439
  nChanged 18
		SP:Iteration 54Q (9925.420000 sec): 3 clusters
  Score: Raw -1583381.547175 + Penalty 3099.283556 = -1580282.263619
  nChanged 14
		SP:Iteration 55Q (9925.450000 sec): 3 clusters
  Score: Raw -1583383.435315 + Penalty 3099.283556 = -1580284.151759
  nChanged 9
		SP:Iteration 56Q (9925.480000 sec): 3 clusters
  Score: Raw -1583384.479300 + Penalty 3099.283556 = -1580285.195744
  nChanged 6
		SP:Iteration 57Q (9925.510000 sec): 3 clusters
  Score: Raw -1583384.960525 + Penalty 3099.283556 = -1580285.676969
  nChanged 2
		SP:Iteration 58Q (9925.540000 sec): 3 clusters
  Score: Raw -1583385.369125 + Penalty 3099.283556 = -1580286.085569
  nChanged 3
		SP:Iteration 59Q (9925.570000 sec): 3 clusters
  Score: Raw -1583385.758202 + Penalty 3099.283556 = -1580286.474646
  nChanged 5
		SP:Iteration 60F (9925.600000 sec): 3 clusters
  Score: Raw -1583386.332630 + Penalty 3099.283556 = -1580287.049074
  nChanged 7
		SP:Iteration 61Q (9925.630000 sec): 3 clusters
  Score: Raw -1583387.536538 + Penalty 3099.283556 = -1580288.252983
  nChanged 10
		SP:Iteration 62Q (9925.660000 sec): 3 clusters
  Score: Raw -1583388.953639 + Penalty 3099.283556 = -1580289.670083
  nChanged 8
		SP:Iteration 63Q (9925.690000 sec): 3 clusters
  Score: Raw -1583389.991193 + Penalty 3099.283556 = -1580290.707637
  nChanged 3
		SP:Iteration 64Q (9925.720000 sec): 3 clusters
  Score: Raw -1583390.308633 + Penalty 3099.283556 = -1580291.025077
  nChanged 2
		SP:Iteration 65Q (9925.750000 sec): 3 clusters
  Score: Raw -1583390.485736 + Penalty 3099.283556 = -1580291.202180
  nChanged 3
		SP:Iteration 66Q (9925.780000 sec): 3 clusters
  Score: Raw -1583390.990324 + Penalty 3099.283556 = -1580291.706769
  nChanged 5
		SP:Iteration 67Q (9925.810000 sec): 3 clusters
  Score: Raw -1583391.626842 + Penalty 3099.283556 = -1580292.343286
  nChanged 7
		SP:Iteration 68Q (9925.840000 sec): 3 clusters
  Score: Raw -1583392.365504 + Penalty 3099.283556 = -1580293.081948
  nChanged 3
		SP:Iteration 69Q (9925.870000 sec): 3 clusters
  Score: Raw -1583392.726212 + Penalty 3099.283556 = -1580293.442657
  nChanged 3
		SP:Iteration 70Q (9925.900000 sec): 3 clusters
  Score: Raw -1583393.187620 + Penalty 3099.283556 = -1580293.904064
  nChanged 3
		SP:Iteration 71Q (9925.930000 sec): 3 clusters
  Score: Raw -1583393.532247 + Penalty 3099.283556 = -1580294.248691
  nChanged 2
		SP:Iteration 72Q (9925.960000 sec): 3 clusters
  Score: Raw -1583393.814097 + Penalty 3099.283556 = -1580294.530542
  nChanged 1
		SP:Iteration 73Q (9925.990000 sec): 3 clusters
  Score: Raw -1583393.976681 + Penalty 3099.283556 = -1580294.693125
  nChanged 1
		SP:Iteration 74Q (9926.020000 sec): 3 clusters
  Score: Raw -1583394.104238 + Penalty 3099.283556 = -1580294.820682
  nChanged 2
		SP:Iteration 75Q (9926.050000 sec): 3 clusters
  Score: Raw -1583394.353245 + Penalty 3099.283556 = -1580295.069689
  nChanged 1
		SP:Iteration 76Q (9926.070000 sec): 3 clusters
  Score: Raw -1583394.494197 + Penalty 3099.283556 = -1580295.210641
  nChanged 2
		SP:Iteration 77Q (9926.110000 sec): 3 clusters
  Score: Raw -1583394.787029 + Penalty 3099.283556 = -1580295.503473
  nChanged 2
		SP:Iteration 78Q (9926.130000 sec): 3 clusters
  Score: Raw -1583394.985345 + Penalty 3099.283556 = -1580295.701789
  nChanged 1
		SP:Iteration 79Q (9926.170000 sec): 3 clusters
  Score: Raw -1583395.058278 + Penalty 3099.283556 = -1580295.774723
  nChanged 1
		SP:Iteration 80F (9926.200000 sec): 3 clusters
  Score: Raw -1583395.138417 + Penalty 3099.283556 = -1580295.854861
  nChanged 1
		SP:Iteration 81Q (9926.230000 sec): 3 clusters
  Score: Raw -1583395.257509 + Penalty 3099.283556 = -1580295.973954
  nChanged 1
		SP:Iteration 82Q (9926.260000 sec): 3 clusters
  Score: Raw -1583395.461480 + Penalty 3099.283556 = -1580296.177924
  nChanged 2
		SP:Iteration 83Q (9926.290000 sec): 3 clusters
  Score: Raw -1583395.713088 + Penalty 3099.283556 = -1580296.429532
  nChanged 3
		SP:Iteration 84Q (9926.320000 sec): 3 clusters
  Score: Raw -1583396.010136 + Penalty 3099.283556 = -1580296.726580
  nChanged 0
		SP:Iteration 85F (9926.350000 sec): 3 clusters
  Score: Raw -1583396.010136 + Penalty 3099.283556 = -1580296.726580
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (1996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9926.370000 sec): 2 clusters
  Score: Raw -234833.161371 + Penalty 1234.821324 = -233598.340047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9926.370000 sec): 3 clusters
  Score: Raw -233993.362568 + Penalty 2469.642648 = -231523.719919
  nChanged 695
		SP:Iteration 1F (9926.370000 sec): 3 clusters
  Score: Raw -234411.083715 + Penalty 2469.642648 = -231941.441067
  nChanged 161
		SP:Iteration 2F (9926.380000 sec): 3 clusters
  Score: Raw -234505.192633 + Penalty 2469.642648 = -232035.549985
  nChanged 81
		SP:Iteration 3Q (9926.390000 sec): 3 clusters
  Score: Raw -234560.734604 + Penalty 2469.642648 = -232091.091955
  nChanged 55
		SP:Iteration 4Q (9926.390000 sec): 3 clusters
  Score: Raw -234592.785414 + Penalty 2469.642648 = -232123.142765
  nChanged 38
		SP:Iteration 5Q (9926.390000 sec): 3 clusters
  Score: Raw -234618.683236 + Penalty 2469.642648 = -232149.040587
  nChanged 29
		SP:Iteration 6Q (9926.400000 sec): 3 clusters
  Score: Raw -234633.571359 + Penalty 2469.642648 = -232163.928711
  nChanged 17
		SP:Iteration 7Q (9926.410000 sec): 3 clusters
  Score: Raw -234643.026749 + Penalty 2469.642648 = -232173.384100
  nChanged 14
		SP:Iteration 8Q (9926.410000 sec): 3 clusters
  Score: Raw -234651.390024 + Penalty 2469.642648 = -232181.747376
  nChanged 14
		SP:Iteration 9Q (9926.410000 sec): 3 clusters
  Score: Raw -234656.413686 + Penalty 2469.642648 = -232186.771037
  nChanged 11
		SP:Iteration 10Q (9926.420000 sec): 3 clusters
  Score: Raw -234661.383193 + Penalty 2469.642648 = -232191.740545
  nChanged 7
		SP:Iteration 11Q (9926.430000 sec): 3 clusters
  Score: Raw -234664.886362 + Penalty 2469.642648 = -232195.243714
  nChanged 5
		SP:Iteration 12Q (9926.430000 sec): 3 clusters
  Score: Raw -234667.426507 + Penalty 2469.642648 = -232197.783859
  nChanged 5
		SP:Iteration 13Q (9926.430000 sec): 3 clusters
  Score: Raw -234669.271288 + Penalty 2469.642648 = -232199.628639
  nChanged 4
		SP:Iteration 14Q (9926.440000 sec): 3 clusters
  Score: Raw -234671.617624 + Penalty 2469.642648 = -232201.974976
  nChanged 7
		SP:Iteration 15Q (9926.450000 sec): 3 clusters
  Score: Raw -234676.071020 + Penalty 2469.642648 = -232206.428371
  nChanged 7
		SP:Iteration 16Q (9926.450000 sec): 3 clusters
  Score: Raw -234679.255826 + Penalty 2469.642648 = -232209.613177
  nChanged 6
		SP:Iteration 17Q (9926.450000 sec): 3 clusters
  Score: Raw -234681.092426 + Penalty 2469.642648 = -232211.449777
  nChanged 7
		SP:Iteration 18Q (9926.460000 sec): 3 clusters
  Score: Raw -234683.641210 + Penalty 2469.642648 = -232213.998561
  nChanged 5
		SP:Iteration 19Q (9926.470000 sec): 3 clusters
  Score: Raw -234686.483785 + Penalty 2469.642648 = -232216.841136
  nChanged 12
		SP:Iteration 20F (9926.470000 sec): 3 clusters
  Score: Raw -234693.907347 + Penalty 2469.642648 = -232224.264698
  nChanged 14
		SP:Iteration 21Q (9926.470000 sec): 3 clusters
  Score: Raw -234700.803412 + Penalty 2469.642648 = -232231.160763
  nChanged 12
		SP:Iteration 22Q (9926.480000 sec): 3 clusters
  Score: Raw -234707.229919 + Penalty 2469.642648 = -232237.587271
  nChanged 6
		SP:Iteration 23Q (9926.490000 sec): 3 clusters
  Score: Raw -234710.630568 + Penalty 2469.642648 = -232240.987919
  nChanged 8
		SP:Iteration 24Q (9926.490000 sec): 3 clusters
  Score: Raw -234714.151709 + Penalty 2469.642648 = -232244.509060
  nChanged 7
		SP:Iteration 25Q (9926.490000 sec): 3 clusters
  Score: Raw -234718.032518 + Penalty 2469.642648 = -232248.389869
  nChanged 6
		SP:Iteration 26Q (9926.500000 sec): 3 clusters
  Score: Raw -234719.720354 + Penalty 2469.642648 = -232250.077705
  nChanged 3
		SP:Iteration 27Q (9926.510000 sec): 3 clusters
  Score: Raw -234721.465663 + Penalty 2469.642648 = -232251.823014
  nChanged 3
		SP:Iteration 28Q (9926.510000 sec): 3 clusters
  Score: Raw -234722.359879 + Penalty 2469.642648 = -232252.717231
  nChanged 4
		SP:Iteration 29Q (9926.510000 sec): 3 clusters
  Score: Raw -234724.082207 + Penalty 2469.642648 = -232254.439558
  nChanged 5
		SP:Iteration 30Q (9926.520000 sec): 3 clusters
  Score: Raw -234726.102925 + Penalty 2469.642648 = -232256.460276
  nChanged 2
		SP:Iteration 31Q (9926.520000 sec): 3 clusters
  Score: Raw -234726.968686 + Penalty 2469.642648 = -232257.326038
  nChanged 4
		SP:Iteration 32Q (9926.530000 sec): 3 clusters
  Score: Raw -234727.896813 + Penalty 2469.642648 = -232258.254165
  nChanged 3
		SP:Iteration 33Q (9926.530000 sec): 3 clusters
  Score: Raw -234728.912936 + Penalty 2469.642648 = -232259.270287
  nChanged 0
		SP:Iteration 34F (9926.540000 sec): 3 clusters
  Score: Raw -234728.912936 + Penalty 2469.642648 = -232259.270287
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (5296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9926.560000 sec): 2 clusters
  Score: Raw -598750.177090 + Penalty 1393.389903 = -597356.787186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9926.570000 sec): 3 clusters
  Score: Raw -596029.787772 + Penalty 2786.779807 = -593243.007966
  nChanged 2105
		SP:Iteration 1F (9926.580000 sec): 3 clusters
  Score: Raw -597190.729527 + Penalty 2786.779807 = -594403.949720
  nChanged 355
		SP:Iteration 2F (9926.600000 sec): 3 clusters
  Score: Raw -597400.564263 + Penalty 2786.779807 = -594613.784457
  nChanged 318
		SP:Iteration 3F (9926.610000 sec): 3 clusters
  Score: Raw -597592.519940 + Penalty 2786.779807 = -594805.740133
  nChanged 292
		SP:Iteration 4F (9926.620000 sec): 3 clusters
  Score: Raw -597782.825069 + Penalty 2786.779807 = -594996.045262
  nChanged 280
		SP:Iteration 5F (9926.640000 sec): 3 clusters
  Score: Raw -597971.270440 + Penalty 2786.779807 = -595184.490634
  nChanged 267
		SP:Iteration 6F (9926.650000 sec): 3 clusters
  Score: Raw -598189.665763 + Penalty 2786.779807 = -595402.885957
  nChanged 278
		SP:Iteration 7F (9926.660000 sec): 3 clusters
  Score: Raw -598434.069983 + Penalty 2786.779807 = -595647.290176
  nChanged 202
		SP:Iteration 8Q (9926.680000 sec): 3 clusters
  Score: Raw -598618.558720 + Penalty 2786.779807 = -595831.778913
  nChanged 162
		SP:Iteration 9Q (9926.690000 sec): 3 clusters
  Score: Raw -598771.414796 + Penalty 2786.779807 = -595984.634989
  nChanged 111
		SP:Iteration 10Q (9926.700000 sec): 3 clusters
  Score: Raw -598871.084932 + Penalty 2786.779807 = -596084.305125
  nChanged 78
		SP:Iteration 11Q (9926.710000 sec): 3 clusters
  Score: Raw -598946.406737 + Penalty 2786.779807 = -596159.626931
  nChanged 43
		SP:Iteration 12Q (9926.730000 sec): 3 clusters
  Score: Raw -598980.054001 + Penalty 2786.779807 = -596193.274194
  nChanged 38
		SP:Iteration 13Q (9926.740000 sec): 3 clusters
  Score: Raw -599006.560749 + Penalty 2786.779807 = -596219.780942
  nChanged 26
		SP:Iteration 14Q (9926.750000 sec): 3 clusters
  Score: Raw -599028.919841 + Penalty 2786.779807 = -596242.140035
  nChanged 21
		SP:Iteration 15Q (9926.760000 sec): 3 clusters
  Score: Raw -599046.024366 + Penalty 2786.779807 = -596259.244560
  nChanged 13
		SP:Iteration 16Q (9926.770000 sec): 3 clusters
  Score: Raw -599054.047294 + Penalty 2786.779807 = -596267.267487
  nChanged 7
		SP:Iteration 17Q (9926.780000 sec): 3 clusters
  Score: Raw -599059.733405 + Penalty 2786.779807 = -596272.953598
  nChanged 10
		SP:Iteration 18Q (9926.790000 sec): 3 clusters
  Score: Raw -599070.111422 + Penalty 2786.779807 = -596283.331615
  nChanged 5
		SP:Iteration 19Q (9926.810000 sec): 3 clusters
  Score: Raw -599073.251845 + Penalty 2786.779807 = -596286.472038
  nChanged 2
		SP:Iteration 20F (9926.820000 sec): 3 clusters
  Score: Raw -599074.929690 + Penalty 2786.779807 = -596288.149883
  nChanged 1
		SP:Iteration 21Q (9926.830000 sec): 3 clusters
  Score: Raw -599075.242829 + Penalty 2786.779807 = -596288.463022
  nChanged 0
		SP:Iteration 22F (9926.840000 sec): 3 clusters
  Score: Raw -599075.242829 + Penalty 2786.779807 = -596288.463022
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9926.850000 sec): 2 clusters
  Score: Raw -169203.810159 + Penalty 1190.015242 = -168013.794917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9926.850000 sec): 3 clusters
  Score: Raw -168625.694722 + Penalty 2380.030483 = -166245.664239
  nChanged 496
		SP:Iteration 1F (9926.860000 sec): 3 clusters
  Score: Raw -168970.480700 + Penalty 2380.030483 = -166590.450217
  nChanged 119
		SP:Iteration 2F (9926.860000 sec): 3 clusters
  Score: Raw -169078.755644 + Penalty 2380.030483 = -166698.725160
  nChanged 82
		SP:Iteration 3F (9926.870000 sec): 3 clusters
  Score: Raw -169148.909217 + Penalty 2380.030483 = -166768.878734
  nChanged 54
		SP:Iteration 4Q (9926.870000 sec): 3 clusters
  Score: Raw -169190.377543 + Penalty 2380.030483 = -166810.347060
  nChanged 42
		SP:Iteration 5Q (9926.870000 sec): 3 clusters
  Score: Raw -169221.720508 + Penalty 2380.030483 = -166841.690024
  nChanged 46
		SP:Iteration 6Q (9926.880000 sec): 3 clusters
  Score: Raw -169255.698730 + Penalty 2380.030483 = -166875.668246
  nChanged 39
		SP:Iteration 7Q (9926.880000 sec): 3 clusters
  Score: Raw -169283.792824 + Penalty 2380.030483 = -166903.762340
  nChanged 32
		SP:Iteration 8Q (9926.890000 sec): 3 clusters
  Score: Raw -169305.294805 + Penalty 2380.030483 = -166925.264321
  nChanged 38
		SP:Iteration 9Q (9926.890000 sec): 3 clusters
  Score: Raw -169332.244686 + Penalty 2380.030483 = -166952.214203
  nChanged 31
		SP:Iteration 10Q (9926.890000 sec): 3 clusters
  Score: Raw -169357.098881 + Penalty 2380.030483 = -166977.068398
  nChanged 35
		SP:Iteration 11Q (9926.900000 sec): 3 clusters
  Score: Raw -169387.234962 + Penalty 2380.030483 = -167007.204479
  nChanged 20
		SP:Iteration 12Q (9926.900000 sec): 3 clusters
  Score: Raw -169403.896648 + Penalty 2380.030483 = -167023.866165
  nChanged 21
		SP:Iteration 13Q (9926.900000 sec): 3 clusters
  Score: Raw -169427.158784 + Penalty 2380.030483 = -167047.128301
  nChanged 25
		SP:Iteration 14Q (9926.910000 sec): 3 clusters
  Score: Raw -169457.106551 + Penalty 2380.030483 = -167077.076068
  nChanged 29
		SP:Iteration 15Q (9926.910000 sec): 3 clusters
  Score: Raw -169502.956615 + Penalty 2380.030483 = -167122.926132
  nChanged 32
		SP:Iteration 16Q (9926.910000 sec): 3 clusters
  Score: Raw -169543.197065 + Penalty 2380.030483 = -167163.166582
  nChanged 21
		SP:Iteration 17Q (9926.920000 sec): 3 clusters
  Score: Raw -169566.641519 + Penalty 2380.030483 = -167186.611036
  nChanged 22
		SP:Iteration 18Q (9926.920000 sec): 3 clusters
  Score: Raw -169602.258552 + Penalty 2380.030483 = -167222.228069
  nChanged 21
		SP:Iteration 19Q (9926.930000 sec): 3 clusters
  Score: Raw -169639.038526 + Penalty 2380.030483 = -167259.008042
  nChanged 12
		SP:Iteration 20F (9926.930000 sec): 3 clusters
  Score: Raw -169656.057449 + Penalty 2380.030483 = -167276.026965
  nChanged 10
		SP:Iteration 21Q (9926.930000 sec): 3 clusters
  Score: Raw -169669.749278 + Penalty 2380.030483 = -167289.718794
  nChanged 10
		SP:Iteration 22Q (9926.940000 sec): 3 clusters
  Score: Raw -169679.680073 + Penalty 2380.030483 = -167299.649590
  nChanged 7
		SP:Iteration 23Q (9926.940000 sec): 3 clusters
  Score: Raw -169690.429245 + Penalty 2380.030483 = -167310.398761
  nChanged 11
		SP:Iteration 24Q (9926.940000 sec): 3 clusters
  Score: Raw -169706.131325 + Penalty 2380.030483 = -167326.100842
  nChanged 14
		SP:Iteration 25Q (9926.950000 sec): 3 clusters
  Score: Raw -169723.898963 + Penalty 2380.030483 = -167343.868480
  nChanged 7
		SP:Iteration 26Q (9926.950000 sec): 3 clusters
  Score: Raw -169730.974531 + Penalty 2380.030483 = -167350.944048
  nChanged 9
		SP:Iteration 27Q (9926.950000 sec): 3 clusters
  Score: Raw -169741.063878 + Penalty 2380.030483 = -167361.033395
  nChanged 9
		SP:Iteration 28Q (9926.960000 sec): 3 clusters
  Score: Raw -169749.168568 + Penalty 2380.030483 = -167369.138085
  nChanged 6
		SP:Iteration 29Q (9926.960000 sec): 3 clusters
  Score: Raw -169762.516587 + Penalty 2380.030483 = -167382.486103
  nChanged 11
		SP:Iteration 30Q (9926.970000 sec): 3 clusters
  Score: Raw -169780.510101 + Penalty 2380.030483 = -167400.479617
  nChanged 17
		SP:Iteration 31Q (9926.970000 sec): 3 clusters
  Score: Raw -169810.621642 + Penalty 2380.030483 = -167430.591158
  nChanged 15
		SP:Iteration 32Q (9926.970000 sec): 3 clusters
  Score: Raw -169844.223837 + Penalty 2380.030483 = -167464.193354
  nChanged 18
		SP:Iteration 33Q (9926.970000 sec): 3 clusters
  Score: Raw -169866.596390 + Penalty 2380.030483 = -167486.565906
  nChanged 17
		SP:Iteration 34Q (9926.980000 sec): 3 clusters
  Score: Raw -169883.999598 + Penalty 2380.030483 = -167503.969115
  nChanged 13
		SP:Iteration 35Q (9926.980000 sec): 3 clusters
  Score: Raw -169896.289179 + Penalty 2380.030483 = -167516.258696
  nChanged 6
		SP:Iteration 36Q (9926.990000 sec): 3 clusters
  Score: Raw -169900.333259 + Penalty 2380.030483 = -167520.302775
  nChanged 7
		SP:Iteration 37Q (9926.990000 sec): 3 clusters
  Score: Raw -169905.705554 + Penalty 2380.030483 = -167525.675071
  nChanged 7
		SP:Iteration 38Q (9926.990000 sec): 3 clusters
  Score: Raw -169912.052416 + Penalty 2380.030483 = -167532.021932
  nChanged 6
		SP:Iteration 39Q (9927.000000 sec): 3 clusters
  Score: Raw -169917.176003 + Penalty 2380.030483 = -167537.145520
  nChanged 6
		SP:Iteration 40F (9927.000000 sec): 3 clusters
  Score: Raw -169920.610514 + Penalty 2380.030483 = -167540.580031
  nChanged 3
		SP:Iteration 41Q (9927.000000 sec): 3 clusters
  Score: Raw -169922.459775 + Penalty 2380.030483 = -167542.429291
  nChanged 3
		SP:Iteration 42Q (9927.010000 sec): 3 clusters
  Score: Raw -169926.048253 + Penalty 2380.030483 = -167546.017769
  nChanged 5
		SP:Iteration 43Q (9927.010000 sec): 3 clusters
  Score: Raw -169935.872645 + Penalty 2380.030483 = -167555.842162
  nChanged 6
		SP:Iteration 44Q (9927.010000 sec): 3 clusters
  Score: Raw -169940.522287 + Penalty 2380.030483 = -167560.491804
  nChanged 6
		SP:Iteration 45Q (9927.020000 sec): 3 clusters
  Score: Raw -169945.696757 + Penalty 2380.030483 = -167565.666274
  nChanged 5
		SP:Iteration 46Q (9927.020000 sec): 3 clusters
  Score: Raw -169951.522318 + Penalty 2380.030483 = -167571.491835
  nChanged 7
		SP:Iteration 47Q (9927.030000 sec): 3 clusters
  Score: Raw -169955.686438 + Penalty 2380.030483 = -167575.655954
  nChanged 5
		SP:Iteration 48Q (9927.030000 sec): 3 clusters
  Score: Raw -169960.611262 + Penalty 2380.030483 = -167580.580779
  nChanged 7
		SP:Iteration 49Q (9927.030000 sec): 3 clusters
  Score: Raw -169965.450784 + Penalty 2380.030483 = -167585.420301
  nChanged 9
		SP:Iteration 50Q (9927.030000 sec): 3 clusters
  Score: Raw -169970.300624 + Penalty 2380.030483 = -167590.270140
  nChanged 3
		SP:Iteration 51Q (9927.040000 sec): 3 clusters
  Score: Raw -169971.725386 + Penalty 2380.030483 = -167591.694902
  nChanged 3
		SP:Iteration 52Q (9927.040000 sec): 3 clusters
  Score: Raw -169974.083990 + Penalty 2380.030483 = -167594.053507
  nChanged 4
		SP:Iteration 53Q (9927.050000 sec): 3 clusters
  Score: Raw -169977.646564 + Penalty 2380.030483 = -167597.616080
  nChanged 7
		SP:Iteration 54Q (9927.050000 sec): 3 clusters
  Score: Raw -169982.631833 + Penalty 2380.030483 = -167602.601350
  nChanged 3
		SP:Iteration 55Q (9927.050000 sec): 3 clusters
  Score: Raw -169983.809459 + Penalty 2380.030483 = -167603.778976
  nChanged 2
		SP:Iteration 56Q (9927.060000 sec): 3 clusters
  Score: Raw -169984.439873 + Penalty 2380.030483 = -167604.409390
  nChanged 1
		SP:Iteration 57Q (9927.060000 sec): 3 clusters
  Score: Raw -169984.950848 + Penalty 2380.030483 = -167604.920365
  nChanged 0
		SP:Iteration 58F (9927.060000 sec): 3 clusters
  Score: Raw -169984.950848 + Penalty 2380.030483 = -167604.920365
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (15479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9927.110000 sec): 2 clusters
  Score: Raw -1764951.309889 + Penalty 1567.676426 = -1763383.633463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9927.150000 sec): 3 clusters
  Score: Raw -1755941.789624 + Penalty 3135.352852 = -1752806.436772
  nChanged 6850
		SP:Iteration 1F (9927.190000 sec): 3 clusters
  Score: Raw -1759744.338011 + Penalty 3135.352852 = -1756608.985159
  nChanged 881
		SP:Iteration 2F (9927.230000 sec): 3 clusters
  Score: Raw -1760178.034869 + Penalty 3135.352852 = -1757042.682016
  nChanged 815
		SP:Iteration 3F (9927.270000 sec): 3 clusters
  Score: Raw -1760649.913447 + Penalty 3135.352852 = -1757514.560595
  nChanged 851
		SP:Iteration 4F (9927.310000 sec): 3 clusters
  Score: Raw -1761204.368244 + Penalty 3135.352852 = -1758069.015392
  nChanged 887
		SP:Iteration 5F (9927.350000 sec): 3 clusters
  Score: Raw -1761879.063792 + Penalty 3135.352852 = -1758743.710940
  nChanged 970
		SP:Iteration 6F (9927.390000 sec): 3 clusters
  Score: Raw -1762687.459850 + Penalty 3135.352852 = -1759552.106998
  nChanged 992
		SP:Iteration 7F (9927.420000 sec): 3 clusters
  Score: Raw -1763419.193604 + Penalty 3135.352852 = -1760283.840752
  nChanged 820
		SP:Iteration 8F (9927.460000 sec): 3 clusters
  Score: Raw -1763967.202083 + Penalty 3135.352852 = -1760831.849231
  nChanged 695
		SP:Iteration 9Q (9927.500000 sec): 3 clusters
  Score: Raw -1764357.242639 + Penalty 3135.352852 = -1761221.889787
  nChanged 505
		SP:Iteration 10Q (9927.540000 sec): 3 clusters
  Score: Raw -1764581.941822 + Penalty 3135.352852 = -1761446.588970
  nChanged 341
		SP:Iteration 11Q (9927.570000 sec): 3 clusters
  Score: Raw -1764729.606709 + Penalty 3135.352852 = -1761594.253857
  nChanged 300
		SP:Iteration 12Q (9927.610000 sec): 3 clusters
  Score: Raw -1764844.010166 + Penalty 3135.352852 = -1761708.657314
  nChanged 258
		SP:Iteration 13Q (9927.640000 sec): 3 clusters
  Score: Raw -1764940.641312 + Penalty 3135.352852 = -1761805.288460
  nChanged 238
		SP:Iteration 14Q (9927.680000 sec): 3 clusters
  Score: Raw -1765026.098496 + Penalty 3135.352852 = -1761890.745644
  nChanged 229
		SP:Iteration 15Q (9927.710000 sec): 3 clusters
  Score: Raw -1765109.071408 + Penalty 3135.352852 = -1761973.718556
  nChanged 208
		SP:Iteration 16Q (9927.750000 sec): 3 clusters
  Score: Raw -1765191.075749 + Penalty 3135.352852 = -1762055.722897
  nChanged 212
		SP:Iteration 17Q (9927.790000 sec): 3 clusters
  Score: Raw -1765273.243616 + Penalty 3135.352852 = -1762137.890764
  nChanged 202
		SP:Iteration 18Q (9927.820000 sec): 3 clusters
  Score: Raw -1765348.872285 + Penalty 3135.352852 = -1762213.519432
  nChanged 181
		SP:Iteration 19Q (9927.860000 sec): 3 clusters
  Score: Raw -1765418.574791 + Penalty 3135.352852 = -1762283.221939
  nChanged 186
		SP:Iteration 20F (9927.890000 sec): 3 clusters
  Score: Raw -1765488.654325 + Penalty 3135.352852 = -1762353.301473
  nChanged 165
		SP:Iteration 21Q (9927.930000 sec): 3 clusters
  Score: Raw -1765540.969307 + Penalty 3135.352852 = -1762405.616454
  nChanged 147
		SP:Iteration 22Q (9927.970000 sec): 3 clusters
  Score: Raw -1765580.749300 + Penalty 3135.352852 = -1762445.396448
  nChanged 134
		SP:Iteration 23Q (9928.000000 sec): 3 clusters
  Score: Raw -1765617.919747 + Penalty 3135.352852 = -1762482.566895
  nChanged 112
		SP:Iteration 24Q (9928.030000 sec): 3 clusters
  Score: Raw -1765646.600135 + Penalty 3135.352852 = -1762511.247283
  nChanged 101
		SP:Iteration 25Q (9928.070000 sec): 3 clusters
  Score: Raw -1765673.047319 + Penalty 3135.352852 = -1762537.694466
  nChanged 98
		SP:Iteration 26Q (9928.100000 sec): 3 clusters
  Score: Raw -1765699.579995 + Penalty 3135.352852 = -1762564.227142
  nChanged 89
		SP:Iteration 27Q (9928.130000 sec): 3 clusters
  Score: Raw -1765725.284930 + Penalty 3135.352852 = -1762589.932077
  nChanged 80
		SP:Iteration 28Q (9928.170000 sec): 3 clusters
  Score: Raw -1765745.569830 + Penalty 3135.352852 = -1762610.216978
  nChanged 74
		SP:Iteration 29Q (9928.200000 sec): 3 clusters
  Score: Raw -1765762.817596 + Penalty 3135.352852 = -1762627.464744
  nChanged 68
		SP:Iteration 30Q (9928.240000 sec): 3 clusters
  Score: Raw -1765781.097538 + Penalty 3135.352852 = -1762645.744686
  nChanged 59
		SP:Iteration 31Q (9928.270000 sec): 3 clusters
  Score: Raw -1765796.018893 + Penalty 3135.352852 = -1762660.666041
  nChanged 45
		SP:Iteration 32Q (9928.300000 sec): 3 clusters
  Score: Raw -1765806.319855 + Penalty 3135.352852 = -1762670.967002
  nChanged 42
		SP:Iteration 33Q (9928.330000 sec): 3 clusters
  Score: Raw -1765814.403099 + Penalty 3135.352852 = -1762679.050247
  nChanged 40
		SP:Iteration 34Q (9928.370000 sec): 3 clusters
  Score: Raw -1765821.602732 + Penalty 3135.352852 = -1762686.249879
  nChanged 33
		SP:Iteration 35Q (9928.400000 sec): 3 clusters
  Score: Raw -1765827.933865 + Penalty 3135.352852 = -1762692.581012
  nChanged 32
		SP:Iteration 36Q (9928.430000 sec): 3 clusters
  Score: Raw -1765833.758500 + Penalty 3135.352852 = -1762698.405648
  nChanged 26
		SP:Iteration 37Q (9928.470000 sec): 3 clusters
  Score: Raw -1765838.910509 + Penalty 3135.352852 = -1762703.557656
  nChanged 28
		SP:Iteration 38Q (9928.500000 sec): 3 clusters
  Score: Raw -1765843.101274 + Penalty 3135.352852 = -1762707.748422
  nChanged 26
		SP:Iteration 39Q (9928.530000 sec): 3 clusters
  Score: Raw -1765846.552930 + Penalty 3135.352852 = -1762711.200078
  nChanged 14
		SP:Iteration 40F (9928.570000 sec): 3 clusters
  Score: Raw -1765848.020596 + Penalty 3135.352852 = -1762712.667744
  nChanged 12
		SP:Iteration 41Q (9928.600000 sec): 3 clusters
  Score: Raw -1765849.633562 + Penalty 3135.352852 = -1762714.280709
  nChanged 11
		SP:Iteration 42Q (9928.630000 sec): 3 clusters
  Score: Raw -1765850.729118 + Penalty 3135.352852 = -1762715.376265
  nChanged 7
		SP:Iteration 43Q (9928.670000 sec): 3 clusters
  Score: Raw -1765851.516606 + Penalty 3135.352852 = -1762716.163753
  nChanged 4
		SP:Iteration 44Q (9928.700000 sec): 3 clusters
  Score: Raw -1765851.804050 + Penalty 3135.352852 = -1762716.451198
  nChanged 5
		SP:Iteration 45Q (9928.730000 sec): 3 clusters
  Score: Raw -1765852.340015 + Penalty 3135.352852 = -1762716.987162
  nChanged 6
		SP:Iteration 46Q (9928.770000 sec): 3 clusters
  Score: Raw -1765853.403040 + Penalty 3135.352852 = -1762718.050187
  nChanged 8
		SP:Iteration 47Q (9928.800000 sec): 3 clusters
  Score: Raw -1765854.600499 + Penalty 3135.352852 = -1762719.247646
  nChanged 7
		SP:Iteration 48Q (9928.830000 sec): 3 clusters
  Score: Raw -1765855.124156 + Penalty 3135.352852 = -1762719.771303
  nChanged 2
		SP:Iteration 49Q (9928.860000 sec): 3 clusters
  Score: Raw -1765855.395150 + Penalty 3135.352852 = -1762720.042298
  nChanged 5
		SP:Iteration 50Q (9928.890000 sec): 3 clusters
  Score: Raw -1765856.101145 + Penalty 3135.352852 = -1762720.748293
  nChanged 5
		SP:Iteration 51Q (9928.930000 sec): 3 clusters
  Score: Raw -1765856.915289 + Penalty 3135.352852 = -1762721.562437
  nChanged 5
		SP:Iteration 52Q (9928.960000 sec): 3 clusters
  Score: Raw -1765857.981177 + Penalty 3135.352852 = -1762722.628325
  nChanged 10
		SP:Iteration 53Q (9928.990000 sec): 3 clusters
  Score: Raw -1765859.344178 + Penalty 3135.352852 = -1762723.991326
  nChanged 12
		SP:Iteration 54Q (9929.030000 sec): 3 clusters
  Score: Raw -1765861.296270 + Penalty 3135.352852 = -1762725.943418
  nChanged 12
		SP:Iteration 55Q (9929.060000 sec): 3 clusters
  Score: Raw -1765862.827303 + Penalty 3135.352852 = -1762727.474451
  nChanged 7
		SP:Iteration 56Q (9929.090000 sec): 3 clusters
  Score: Raw -1765863.659874 + Penalty 3135.352852 = -1762728.307021
  nChanged 11
		SP:Iteration 57Q (9929.120000 sec): 3 clusters
  Score: Raw -1765865.012622 + Penalty 3135.352852 = -1762729.659770
  nChanged 13
		SP:Iteration 58Q (9929.150000 sec): 3 clusters
  Score: Raw -1765866.617624 + Penalty 3135.352852 = -1762731.264771
  nChanged 10
		SP:Iteration 59Q (9929.190000 sec): 3 clusters
  Score: Raw -1765868.106731 + Penalty 3135.352852 = -1762732.753879
  nChanged 8
		SP:Iteration 60F (9929.230000 sec): 3 clusters
  Score: Raw -1765868.781999 + Penalty 3135.352852 = -1762733.429147
  nChanged 10
		SP:Iteration 61Q (9929.260000 sec): 3 clusters
  Score: Raw -1765869.890103 + Penalty 3135.352852 = -1762734.537250
  nChanged 6
		SP:Iteration 62Q (9929.290000 sec): 3 clusters
  Score: Raw -1765870.842547 + Penalty 3135.352852 = -1762735.489695
  nChanged 5
		SP:Iteration 63Q (9929.320000 sec): 3 clusters
  Score: Raw -1765871.420777 + Penalty 3135.352852 = -1762736.067925
  nChanged 2
		SP:Iteration 64Q (9929.350000 sec): 3 clusters
  Score: Raw -1765871.605270 + Penalty 3135.352852 = -1762736.252418
  nChanged 2
		SP:Iteration 65Q (9929.390000 sec): 3 clusters
  Score: Raw -1765871.786152 + Penalty 3135.352852 = -1762736.433299
  nChanged 2
		SP:Iteration 66Q (9929.420000 sec): 3 clusters
  Score: Raw -1765871.917894 + Penalty 3135.352852 = -1762736.565041
  nChanged 4
		SP:Iteration 67Q (9929.450000 sec): 3 clusters
  Score: Raw -1765872.483555 + Penalty 3135.352852 = -1762737.130703
  nChanged 7
		SP:Iteration 68Q (9929.480000 sec): 3 clusters
  Score: Raw -1765873.633300 + Penalty 3135.352852 = -1762738.280448
  nChanged 6
		SP:Iteration 69Q (9929.510000 sec): 3 clusters
  Score: Raw -1765874.389419 + Penalty 3135.352852 = -1762739.036567
  nChanged 4
		SP:Iteration 70Q (9929.550000 sec): 3 clusters
  Score: Raw -1765874.807657 + Penalty 3135.352852 = -1762739.454805
  nChanged 2
		SP:Iteration 71Q (9929.580000 sec): 3 clusters
  Score: Raw -1765875.001752 + Penalty 3135.352852 = -1762739.648899
  nChanged 2
		SP:Iteration 72Q (9929.610000 sec): 3 clusters
  Score: Raw -1765875.326841 + Penalty 3135.352852 = -1762739.973989
  nChanged 3
		SP:Iteration 73Q (9929.640000 sec): 3 clusters
  Score: Raw -1765875.614159 + Penalty 3135.352852 = -1762740.261307
  nChanged 2
		SP:Iteration 74Q (9929.680000 sec): 3 clusters
  Score: Raw -1765875.739403 + Penalty 3135.352852 = -1762740.386551
  nChanged 1
		SP:Iteration 75Q (9929.710000 sec): 3 clusters
  Score: Raw -1765875.769298 + Penalty 3135.352852 = -1762740.416445
  nChanged 0
		SP:Iteration 76F (9929.750000 sec): 3 clusters
  Score: Raw -1765875.769298 + Penalty 3135.352852 = -1762740.416445
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (2347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9929.760000 sec): 2 clusters
  Score: Raw -211748.408656 + Penalty 1261.145144 = -210487.263512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9929.770000 sec): 3 clusters
  Score: Raw -210824.151641 + Penalty 2522.290289 = -208301.861352
  nChanged 865
		SP:Iteration 1F (9929.770000 sec): 3 clusters
  Score: Raw -211770.067916 + Penalty 2522.290289 = -209247.777627
  nChanged 256
		SP:Iteration 2F (9929.780000 sec): 3 clusters
  Score: Raw -212118.846136 + Penalty 2522.290289 = -209596.555847
  nChanged 156
		SP:Iteration 3F (9929.790000 sec): 3 clusters
  Score: Raw -212325.434857 + Penalty 2522.290289 = -209803.144568
  nChanged 123
		SP:Iteration 4F (9929.790000 sec): 3 clusters
  Score: Raw -212462.657955 + Penalty 2522.290289 = -209940.367667
  nChanged 89
		SP:Iteration 5Q (9929.800000 sec): 3 clusters
  Score: Raw -212544.581153 + Penalty 2522.290289 = -210022.290864
  nChanged 61
		SP:Iteration 6Q (9929.800000 sec): 3 clusters
  Score: Raw -212594.963944 + Penalty 2522.290289 = -210072.673655
  nChanged 45
		SP:Iteration 7Q (9929.810000 sec): 3 clusters
  Score: Raw -212630.550815 + Penalty 2522.290289 = -210108.260526
  nChanged 38
		SP:Iteration 8Q (9929.810000 sec): 3 clusters
  Score: Raw -212656.906813 + Penalty 2522.290289 = -210134.616525
  nChanged 22
		SP:Iteration 9Q (9929.820000 sec): 3 clusters
  Score: Raw -212683.466327 + Penalty 2522.290289 = -210161.176039
  nChanged 20
		SP:Iteration 10Q (9929.830000 sec): 3 clusters
  Score: Raw -212698.932338 + Penalty 2522.290289 = -210176.642050
  nChanged 17
		SP:Iteration 11Q (9929.830000 sec): 3 clusters
  Score: Raw -212708.269910 + Penalty 2522.290289 = -210185.979621
  nChanged 14
		SP:Iteration 12Q (9929.830000 sec): 3 clusters
  Score: Raw -212720.242184 + Penalty 2522.290289 = -210197.951896
  nChanged 20
		SP:Iteration 13Q (9929.840000 sec): 3 clusters
  Score: Raw -212733.228291 + Penalty 2522.290289 = -210210.938002
  nChanged 11
		SP:Iteration 14Q (9929.850000 sec): 3 clusters
  Score: Raw -212740.177393 + Penalty 2522.290289 = -210217.887105
  nChanged 10
		SP:Iteration 15Q (9929.850000 sec): 3 clusters
  Score: Raw -212744.407966 + Penalty 2522.290289 = -210222.117677
  nChanged 8
		SP:Iteration 16Q (9929.850000 sec): 3 clusters
  Score: Raw -212746.789928 + Penalty 2522.290289 = -210224.499640
  nChanged 1
		SP:Iteration 17Q (9929.860000 sec): 3 clusters
  Score: Raw -212747.143496 + Penalty 2522.290289 = -210224.853207
  nChanged 1
		SP:Iteration 18Q (9929.870000 sec): 3 clusters
  Score: Raw -212747.640477 + Penalty 2522.290289 = -210225.350188
  nChanged 2
		SP:Iteration 19Q (9929.870000 sec): 3 clusters
  Score: Raw -212748.579443 + Penalty 2522.290289 = -210226.289154
  nChanged 1
		SP:Iteration 20F (9929.880000 sec): 3 clusters
  Score: Raw -212748.732344 + Penalty 2522.290289 = -210226.442055
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9929.910000 sec): 2 clusters
  Score: Raw -1176922.497875 + Penalty 1501.562480 = -1175420.935395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9929.940000 sec): 3 clusters
  Score: Raw -1171044.868104 + Penalty 3003.124960 = -1168041.743144
  nChanged 4476
		SP:Iteration 1F (9929.960000 sec): 3 clusters
  Score: Raw -1173705.355247 + Penalty 3003.124960 = -1170702.230287
  nChanged 740
		SP:Iteration 2F (9929.990000 sec): 3 clusters
  Score: Raw -1174247.663579 + Penalty 3003.124960 = -1171244.538618
  nChanged 717
		SP:Iteration 3F (9930.010000 sec): 3 clusters
  Score: Raw -1174847.502456 + Penalty 3003.124960 = -1171844.377496
  nChanged 738
		SP:Iteration 4F (9930.040000 sec): 3 clusters
  Score: Raw -1175464.667309 + Penalty 3003.124960 = -1172461.542349
  nChanged 662
		SP:Iteration 5F (9930.070000 sec): 3 clusters
  Score: Raw -1175967.110857 + Penalty 3003.124960 = -1172963.985897
  nChanged 567
		SP:Iteration 6F (9930.090000 sec): 3 clusters
  Score: Raw -1176371.928085 + Penalty 3003.124960 = -1173368.803125
  nChanged 448
		SP:Iteration 7Q (9930.120000 sec): 3 clusters
  Score: Raw -1176648.103505 + Penalty 3003.124960 = -1173644.978545
  nChanged 367
		SP:Iteration 8Q (9930.140000 sec): 3 clusters
  Score: Raw -1176850.947465 + Penalty 3003.124960 = -1173847.822505
  nChanged 300
		SP:Iteration 9Q (9930.170000 sec): 3 clusters
  Score: Raw -1177032.822692 + Penalty 3003.124960 = -1174029.697732
  nChanged 244
		SP:Iteration 10Q (9930.190000 sec): 3 clusters
  Score: Raw -1177183.284654 + Penalty 3003.124960 = -1174180.159693
  nChanged 217
		SP:Iteration 11Q (9930.220000 sec): 3 clusters
  Score: Raw -1177303.987049 + Penalty 3003.124960 = -1174300.862089
  nChanged 179
		SP:Iteration 12Q (9930.240000 sec): 3 clusters
  Score: Raw -1177388.848242 + Penalty 3003.124960 = -1174385.723282
  nChanged 164
		SP:Iteration 13Q (9930.270000 sec): 3 clusters
  Score: Raw -1177462.801497 + Penalty 3003.124960 = -1174459.676537
  nChanged 128
		SP:Iteration 14Q (9930.290000 sec): 3 clusters
  Score: Raw -1177514.635871 + Penalty 3003.124960 = -1174511.510911
  nChanged 110
		SP:Iteration 15Q (9930.310000 sec): 3 clusters
  Score: Raw -1177553.424759 + Penalty 3003.124960 = -1174550.299799
  nChanged 88
		SP:Iteration 16Q (9930.340000 sec): 3 clusters
  Score: Raw -1177578.399921 + Penalty 3003.124960 = -1174575.274961
  nChanged 78
		SP:Iteration 17Q (9930.360000 sec): 3 clusters
  Score: Raw -1177601.658713 + Penalty 3003.124960 = -1174598.533752
  nChanged 81
		SP:Iteration 18Q (9930.390000 sec): 3 clusters
  Score: Raw -1177626.598000 + Penalty 3003.124960 = -1174623.473040
  nChanged 64
		SP:Iteration 19Q (9930.410000 sec): 3 clusters
  Score: Raw -1177642.611029 + Penalty 3003.124960 = -1174639.486068
  nChanged 64
		SP:Iteration 20F (9930.430000 sec): 3 clusters
  Score: Raw -1177658.130899 + Penalty 3003.124960 = -1174655.005938
  nChanged 63
		SP:Iteration 21Q (9930.460000 sec): 3 clusters
  Score: Raw -1177673.551027 + Penalty 3003.124960 = -1174670.426067
  nChanged 60
		SP:Iteration 22Q (9930.480000 sec): 3 clusters
  Score: Raw -1177688.215164 + Penalty 3003.124960 = -1174685.090204
  nChanged 50
		SP:Iteration 23Q (9930.510000 sec): 3 clusters
  Score: Raw -1177698.459364 + Penalty 3003.124960 = -1174695.334404
  nChanged 38
		SP:Iteration 24Q (9930.530000 sec): 3 clusters
  Score: Raw -1177706.359832 + Penalty 3003.124960 = -1174703.234872
  nChanged 35
		SP:Iteration 25Q (9930.550000 sec): 3 clusters
  Score: Raw -1177712.277221 + Penalty 3003.124960 = -1174709.152261
  nChanged 34
		SP:Iteration 26Q (9930.580000 sec): 3 clusters
  Score: Raw -1177717.979386 + Penalty 3003.124960 = -1174714.854426
  nChanged 27
		SP:Iteration 27Q (9930.600000 sec): 3 clusters
  Score: Raw -1177722.227850 + Penalty 3003.124960 = -1174719.102890
  nChanged 28
		SP:Iteration 28Q (9930.630000 sec): 3 clusters
  Score: Raw -1177726.754525 + Penalty 3003.124960 = -1174723.629565
  nChanged 21
		SP:Iteration 29Q (9930.650000 sec): 3 clusters
  Score: Raw -1177729.544841 + Penalty 3003.124960 = -1174726.419881
  nChanged 20
		SP:Iteration 30Q (9930.670000 sec): 3 clusters
  Score: Raw -1177732.292284 + Penalty 3003.124960 = -1174729.167323
  nChanged 16
		SP:Iteration 31Q (9930.700000 sec): 3 clusters
  Score: Raw -1177734.435805 + Penalty 3003.124960 = -1174731.310845
  nChanged 15
		SP:Iteration 32Q (9930.720000 sec): 3 clusters
  Score: Raw -1177736.043869 + Penalty 3003.124960 = -1174732.918908
  nChanged 7
		SP:Iteration 33Q (9930.740000 sec): 3 clusters
  Score: Raw -1177736.587704 + Penalty 3003.124960 = -1174733.462744
  nChanged 5
		SP:Iteration 34Q (9930.770000 sec): 3 clusters
  Score: Raw -1177737.140944 + Penalty 3003.124960 = -1174734.015983
  nChanged 6
		SP:Iteration 35Q (9930.790000 sec): 3 clusters
  Score: Raw -1177737.731595 + Penalty 3003.124960 = -1174734.606635
  nChanged 5
		SP:Iteration 36Q (9930.810000 sec): 3 clusters
  Score: Raw -1177738.485981 + Penalty 3003.124960 = -1174735.361021
  nChanged 8
		SP:Iteration 37Q (9930.840000 sec): 3 clusters
  Score: Raw -1177739.281426 + Penalty 3003.124960 = -1174736.156466
  nChanged 10
		SP:Iteration 38Q (9930.860000 sec): 3 clusters
  Score: Raw -1177740.355861 + Penalty 3003.124960 = -1174737.230901
  nChanged 7
		SP:Iteration 39Q (9930.890000 sec): 3 clusters
  Score: Raw -1177741.009549 + Penalty 3003.124960 = -1174737.884588
  nChanged 4
		SP:Iteration 40F (9930.910000 sec): 3 clusters
  Score: Raw -1177741.328268 + Penalty 3003.124960 = -1174738.203308
  nChanged 2
		SP:Iteration 41Q (9930.930000 sec): 3 clusters
  Score: Raw -1177741.499581 + Penalty 3003.124960 = -1174738.374620
  nChanged 1
		SP:Iteration 42Q (9930.960000 sec): 3 clusters
  Score: Raw -1177741.539459 + Penalty 3003.124960 = -1174738.414499
  nChanged 2
		SP:Iteration 43Q (9930.980000 sec): 3 clusters
  Score: Raw -1177741.738671 + Penalty 3003.124960 = -1174738.613710
  nChanged 1
		SP:Iteration 44Q (9931.010000 sec): 3 clusters
  Score: Raw -1177741.785110 + Penalty 3003.124960 = -1174738.660150
  nChanged 0
		SP:Iteration 45F (9931.030000 sec): 3 clusters
  Score: Raw -1177741.785110 + Penalty 3003.124960 = -1174738.660150
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9931.050000 sec): 2 clusters
  Score: Raw -568219.952517 + Penalty 1384.368569 = -566835.583948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9931.060000 sec): 3 clusters
  Score: Raw -565592.938673 + Penalty 2768.737138 = -562824.201535
  nChanged 2069
		SP:Iteration 1F (9931.070000 sec): 3 clusters
  Score: Raw -566774.865490 + Penalty 2768.737138 = -564006.128352
  nChanged 336
		SP:Iteration 2F (9931.090000 sec): 3 clusters
  Score: Raw -566951.343100 + Penalty 2768.737138 = -564182.605962
  nChanged 221
		SP:Iteration 3Q (9931.100000 sec): 3 clusters
  Score: Raw -567060.608824 + Penalty 2768.737138 = -564291.871686
  nChanged 196
		SP:Iteration 4Q (9931.110000 sec): 3 clusters
  Score: Raw -567145.087643 + Penalty 2768.737138 = -564376.350505
  nChanged 169
		SP:Iteration 5Q (9931.130000 sec): 3 clusters
  Score: Raw -567220.106489 + Penalty 2768.737138 = -564451.369351
  nChanged 161
		SP:Iteration 6Q (9931.140000 sec): 3 clusters
  Score: Raw -567295.621761 + Penalty 2768.737138 = -564526.884623
  nChanged 146
		SP:Iteration 7Q (9931.150000 sec): 3 clusters
  Score: Raw -567365.176275 + Penalty 2768.737138 = -564596.439137
  nChanged 144
		SP:Iteration 8Q (9931.160000 sec): 3 clusters
  Score: Raw -567439.205246 + Penalty 2768.737138 = -564670.468108
  nChanged 152
		SP:Iteration 9Q (9931.170000 sec): 3 clusters
  Score: Raw -567524.293152 + Penalty 2768.737138 = -564755.556014
  nChanged 189
		SP:Iteration 10Q (9931.190000 sec): 3 clusters
  Score: Raw -567637.662598 + Penalty 2768.737138 = -564868.925460
  nChanged 212
		SP:Iteration 11Q (9931.200000 sec): 3 clusters
  Score: Raw -567775.966763 + Penalty 2768.737138 = -565007.229625
  nChanged 209
		SP:Iteration 12Q (9931.210000 sec): 3 clusters
  Score: Raw -567956.491017 + Penalty 2768.737138 = -565187.753879
  nChanged 220
		SP:Iteration 13Q (9931.220000 sec): 3 clusters
  Score: Raw -568145.949771 + Penalty 2768.737138 = -565377.212633
  nChanged 189
		SP:Iteration 14Q (9931.230000 sec): 3 clusters
  Score: Raw -568325.951053 + Penalty 2768.737138 = -565557.213915
  nChanged 157
		SP:Iteration 15Q (9931.250000 sec): 3 clusters
  Score: Raw -568453.574826 + Penalty 2768.737138 = -565684.837688
  nChanged 88
		SP:Iteration 16Q (9931.260000 sec): 3 clusters
  Score: Raw -568527.503991 + Penalty 2768.737138 = -565758.766853
  nChanged 52
		SP:Iteration 17Q (9931.270000 sec): 3 clusters
  Score: Raw -568563.603493 + Penalty 2768.737138 = -565794.866355
  nChanged 21
		SP:Iteration 18Q (9931.280000 sec): 3 clusters
  Score: Raw -568579.606665 + Penalty 2768.737138 = -565810.869526
  nChanged 24
		SP:Iteration 19Q (9931.290000 sec): 3 clusters
  Score: Raw -568595.247795 + Penalty 2768.737138 = -565826.510657
  nChanged 15
		SP:Iteration 20F (9931.310000 sec): 3 clusters
  Score: Raw -568603.568632 + Penalty 2768.737138 = -565834.831494
  nChanged 15
		SP:Iteration 21Q (9931.310000 sec): 3 clusters
  Score: Raw -568610.290001 + Penalty 2768.737138 = -565841.552863
  nChanged 7
		SP:Iteration 22Q (9931.330000 sec): 3 clusters
  Score: Raw -568615.018494 + Penalty 2768.737138 = -565846.281356
  nChanged 8
		SP:Iteration 23Q (9931.340000 sec): 3 clusters
  Score: Raw -568619.927862 + Penalty 2768.737138 = -565851.190724
  nChanged 7
		SP:Iteration 24Q (9931.350000 sec): 3 clusters
  Score: Raw -568623.828764 + Penalty 2768.737138 = -565855.091626
  nChanged 3
		SP:Iteration 25Q (9931.360000 sec): 3 clusters
  Score: Raw -568626.773911 + Penalty 2768.737138 = -565858.036773
  nChanged 2
		SP:Iteration 26Q (9931.370000 sec): 3 clusters
  Score: Raw -568628.823359 + Penalty 2768.737138 = -565860.086221
  nChanged 4
		SP:Iteration 27Q (9931.380000 sec): 3 clusters
  Score: Raw -568632.197779 + Penalty 2768.737138 = -565863.460641
  nChanged 4
		SP:Iteration 28Q (9931.390000 sec): 3 clusters
  Score: Raw -568635.854968 + Penalty 2768.737138 = -565867.117830
  nChanged 4
		SP:Iteration 29Q (9931.410000 sec): 3 clusters
  Score: Raw -568640.279384 + Penalty 2768.737138 = -565871.542246
  nChanged 3
		SP:Iteration 30Q (9931.410000 sec): 3 clusters
  Score: Raw -568641.889922 + Penalty 2768.737138 = -565873.152783
  nChanged 3
		SP:Iteration 31Q (9931.430000 sec): 3 clusters
  Score: Raw -568644.445530 + Penalty 2768.737138 = -565875.708392
  nChanged 2
		SP:Iteration 32Q (9931.440000 sec): 3 clusters
  Score: Raw -568646.244191 + Penalty 2768.737138 = -565877.507052
  nChanged 1
		SP:Iteration 33Q (9931.450000 sec): 3 clusters
  Score: Raw -568646.916514 + Penalty 2768.737138 = -565878.179376
  nChanged 1
		SP:Iteration 34Q (9931.460000 sec): 3 clusters
  Score: Raw -568647.455278 + Penalty 2768.737138 = -565878.718140
  nChanged 1
		SP:Iteration 35Q (9931.470000 sec): 3 clusters
  Score: Raw -568647.984745 + Penalty 2768.737138 = -565879.247606
  nChanged 0
		SP:Iteration 36F (9931.480000 sec): 3 clusters
  Score: Raw -568647.984745 + Penalty 2768.737138 = -565879.247606
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9931.500000 sec): 2 clusters
  Score: Raw -772112.711747 + Penalty 1435.200639 = -770677.511108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9931.520000 sec): 3 clusters
  Score: Raw -768357.844576 + Penalty 2870.401278 = -765487.443298
  nChanged 2861
		SP:Iteration 1F (9931.540000 sec): 3 clusters
  Score: Raw -770030.019375 + Penalty 2870.401278 = -767159.618098
  nChanged 534
		SP:Iteration 2F (9931.550000 sec): 3 clusters
  Score: Raw -770365.979184 + Penalty 2870.401278 = -767495.577906
  nChanged 440
		SP:Iteration 3F (9931.570000 sec): 3 clusters
  Score: Raw -770618.869341 + Penalty 2870.401278 = -767748.468063
  nChanged 364
		SP:Iteration 4F (9931.590000 sec): 3 clusters
  Score: Raw -770856.650961 + Penalty 2870.401278 = -767986.249684
  nChanged 332
		SP:Iteration 5Q (9931.610000 sec): 3 clusters
  Score: Raw -771073.865610 + Penalty 2870.401278 = -768203.464332
  nChanged 286
		SP:Iteration 6Q (9931.620000 sec): 3 clusters
  Score: Raw -771265.022814 + Penalty 2870.401278 = -768394.621536
  nChanged 287
		SP:Iteration 7Q (9931.640000 sec): 3 clusters
  Score: Raw -771480.916968 + Penalty 2870.401278 = -768610.515690
  nChanged 265
		SP:Iteration 8Q (9931.650000 sec): 3 clusters
  Score: Raw -771715.586798 + Penalty 2870.401278 = -768845.185521
  nChanged 269
		SP:Iteration 9Q (9931.670000 sec): 3 clusters
  Score: Raw -771973.403472 + Penalty 2870.401278 = -769103.002194
  nChanged 251
		SP:Iteration 10Q (9931.690000 sec): 3 clusters
  Score: Raw -772202.214969 + Penalty 2870.401278 = -769331.813692
  nChanged 219
		SP:Iteration 11Q (9931.700000 sec): 3 clusters
  Score: Raw -772374.193849 + Penalty 2870.401278 = -769503.792571
  nChanged 169
		SP:Iteration 12Q (9931.720000 sec): 3 clusters
  Score: Raw -772490.391601 + Penalty 2870.401278 = -769619.990323
  nChanged 136
		SP:Iteration 13Q (9931.730000 sec): 3 clusters
  Score: Raw -772589.717723 + Penalty 2870.401278 = -769719.316445
  nChanged 104
		SP:Iteration 14Q (9931.750000 sec): 3 clusters
  Score: Raw -772656.681425 + Penalty 2870.401278 = -769786.280147
  nChanged 88
		SP:Iteration 15Q (9931.760000 sec): 3 clusters
  Score: Raw -772711.922830 + Penalty 2870.401278 = -769841.521553
  nChanged 68
		SP:Iteration 16Q (9931.780000 sec): 3 clusters
  Score: Raw -772747.168410 + Penalty 2870.401278 = -769876.767132
  nChanged 56
		SP:Iteration 17Q (9931.790000 sec): 3 clusters
  Score: Raw -772770.456538 + Penalty 2870.401278 = -769900.055260
  nChanged 42
		SP:Iteration 18Q (9931.810000 sec): 3 clusters
  Score: Raw -772790.423343 + Penalty 2870.401278 = -769920.022065
  nChanged 35
		SP:Iteration 19Q (9931.820000 sec): 3 clusters
  Score: Raw -772807.688105 + Penalty 2870.401278 = -769937.286827
  nChanged 26
		SP:Iteration 20F (9931.840000 sec): 3 clusters
  Score: Raw -772819.468285 + Penalty 2870.401278 = -769949.067007
  nChanged 32
		SP:Iteration 21Q (9931.850000 sec): 3 clusters
  Score: Raw -772831.784007 + Penalty 2870.401278 = -769961.382729
  nChanged 25
		SP:Iteration 22Q (9931.870000 sec): 3 clusters
  Score: Raw -772838.644367 + Penalty 2870.401278 = -769968.243090
  nChanged 18
		SP:Iteration 23Q (9931.880000 sec): 3 clusters
  Score: Raw -772842.572303 + Penalty 2870.401278 = -769972.171025
  nChanged 8
		SP:Iteration 24Q (9931.890000 sec): 3 clusters
  Score: Raw -772844.483719 + Penalty 2870.401278 = -769974.082441
  nChanged 7
		SP:Iteration 25Q (9931.910000 sec): 3 clusters
  Score: Raw -772845.450820 + Penalty 2870.401278 = -769975.049543
  nChanged 4
		SP:Iteration 26Q (9931.920000 sec): 3 clusters
  Score: Raw -772846.091611 + Penalty 2870.401278 = -769975.690333
  nChanged 1
		SP:Iteration 27Q (9931.930000 sec): 3 clusters
  Score: Raw -772846.409303 + Penalty 2870.401278 = -769976.008025
  nChanged 3
		SP:Iteration 28Q (9931.950000 sec): 3 clusters
  Score: Raw -772847.116322 + Penalty 2870.401278 = -769976.715044
  nChanged 4
		SP:Iteration 29Q (9931.960000 sec): 3 clusters
  Score: Raw -772847.936805 + Penalty 2870.401278 = -769977.535527
  nChanged 0
		SP:Iteration 30F (9931.980000 sec): 3 clusters
  Score: Raw -772847.936805 + Penalty 2870.401278 = -769977.535527
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (6451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9932.000000 sec): 2 clusters
  Score: Raw -722403.873489 + Penalty 1425.448446 = -720978.425043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9932.010000 sec): 3 clusters
  Score: Raw -719012.942084 + Penalty 2850.896892 = -716162.045192
  nChanged 2654
		SP:Iteration 1F (9932.030000 sec): 3 clusters
  Score: Raw -720666.350205 + Penalty 2850.896892 = -717815.453313
  nChanged 534
		SP:Iteration 2F (9932.050000 sec): 3 clusters
  Score: Raw -721027.882808 + Penalty 2850.896892 = -718176.985916
  nChanged 457
		SP:Iteration 3F (9932.060000 sec): 3 clusters
  Score: Raw -721330.966985 + Penalty 2850.896892 = -718480.070093
  nChanged 387
		SP:Iteration 4F (9932.080000 sec): 3 clusters
  Score: Raw -721610.524414 + Penalty 2850.896892 = -718759.627522
  nChanged 339
		SP:Iteration 5F (9932.090000 sec): 3 clusters
  Score: Raw -721827.148347 + Penalty 2850.896892 = -718976.251455
  nChanged 284
		SP:Iteration 6Q (9932.110000 sec): 3 clusters
  Score: Raw -721994.716074 + Penalty 2850.896892 = -719143.819182
  nChanged 213
		SP:Iteration 7Q (9932.130000 sec): 3 clusters
  Score: Raw -722105.980056 + Penalty 2850.896892 = -719255.083164
  nChanged 197
		SP:Iteration 8Q (9932.140000 sec): 3 clusters
  Score: Raw -722201.606503 + Penalty 2850.896892 = -719350.709611
  nChanged 162
		SP:Iteration 9Q (9932.160000 sec): 3 clusters
  Score: Raw -722272.314231 + Penalty 2850.896892 = -719421.417340
  nChanged 125
		SP:Iteration 10Q (9932.170000 sec): 3 clusters
  Score: Raw -722322.853581 + Penalty 2850.896892 = -719471.956689
  nChanged 107
		SP:Iteration 11Q (9932.190000 sec): 3 clusters
  Score: Raw -722362.061100 + Penalty 2850.896892 = -719511.164208
  nChanged 101
		SP:Iteration 12Q (9932.200000 sec): 3 clusters
  Score: Raw -722397.333166 + Penalty 2850.896892 = -719546.436274
  nChanged 88
		SP:Iteration 13Q (9932.220000 sec): 3 clusters
  Score: Raw -722432.226973 + Penalty 2850.896892 = -719581.330081
  nChanged 72
		SP:Iteration 14Q (9932.230000 sec): 3 clusters
  Score: Raw -722459.464797 + Penalty 2850.896892 = -719608.567905
  nChanged 65
		SP:Iteration 15Q (9932.250000 sec): 3 clusters
  Score: Raw -722481.177081 + Penalty 2850.896892 = -719630.280189
  nChanged 50
		SP:Iteration 16Q (9932.270000 sec): 3 clusters
  Score: Raw -722498.974329 + Penalty 2850.896892 = -719648.077437
  nChanged 55
		SP:Iteration 17Q (9932.280000 sec): 3 clusters
  Score: Raw -722515.025082 + Penalty 2850.896892 = -719664.128191
  nChanged 43
		SP:Iteration 18Q (9932.290000 sec): 3 clusters
  Score: Raw -722526.963009 + Penalty 2850.896892 = -719676.066117
  nChanged 43
		SP:Iteration 19Q (9932.310000 sec): 3 clusters
  Score: Raw -722539.315375 + Penalty 2850.896892 = -719688.418483
  nChanged 38
		SP:Iteration 20F (9932.330000 sec): 3 clusters
  Score: Raw -722549.991937 + Penalty 2850.896892 = -719699.095046
  nChanged 46
		SP:Iteration 21Q (9932.340000 sec): 3 clusters
  Score: Raw -722565.432587 + Penalty 2850.896892 = -719714.535695
  nChanged 39
		SP:Iteration 22Q (9932.360000 sec): 3 clusters
  Score: Raw -722578.455148 + Penalty 2850.896892 = -719727.558256
  nChanged 42
		SP:Iteration 23Q (9932.370000 sec): 3 clusters
  Score: Raw -722590.887009 + Penalty 2850.896892 = -719739.990117
  nChanged 32
		SP:Iteration 24Q (9932.390000 sec): 3 clusters
  Score: Raw -722601.231575 + Penalty 2850.896892 = -719750.334683
  nChanged 29
		SP:Iteration 25Q (9932.400000 sec): 3 clusters
  Score: Raw -722610.185540 + Penalty 2850.896892 = -719759.288648
  nChanged 24
		SP:Iteration 26Q (9932.420000 sec): 3 clusters
  Score: Raw -722618.080885 + Penalty 2850.896892 = -719767.183993
  nChanged 26
		SP:Iteration 27Q (9932.430000 sec): 3 clusters
  Score: Raw -722625.942165 + Penalty 2850.896892 = -719775.045273
  nChanged 20
		SP:Iteration 28Q (9932.450000 sec): 3 clusters
  Score: Raw -722630.960996 + Penalty 2850.896892 = -719780.064104
  nChanged 14
		SP:Iteration 29Q (9932.460000 sec): 3 clusters
  Score: Raw -722633.981369 + Penalty 2850.896892 = -719783.084477
  nChanged 13
		SP:Iteration 30Q (9932.480000 sec): 3 clusters
  Score: Raw -722636.978745 + Penalty 2850.896892 = -719786.081853
  nChanged 13
		SP:Iteration 31Q (9932.490000 sec): 3 clusters
  Score: Raw -722640.134724 + Penalty 2850.896892 = -719789.237833
  nChanged 12
		SP:Iteration 32Q (9932.510000 sec): 3 clusters
  Score: Raw -722643.059006 + Penalty 2850.896892 = -719792.162115
  nChanged 5
		SP:Iteration 33Q (9932.530000 sec): 3 clusters
  Score: Raw -722644.056745 + Penalty 2850.896892 = -719793.159853
  nChanged 6
		SP:Iteration 34Q (9932.540000 sec): 3 clusters
  Score: Raw -722645.458193 + Penalty 2850.896892 = -719794.561301
  nChanged 6
		SP:Iteration 35Q (9932.550000 sec): 3 clusters
  Score: Raw -722647.252197 + Penalty 2850.896892 = -719796.355305
  nChanged 8
		SP:Iteration 36Q (9932.570000 sec): 3 clusters
  Score: Raw -722648.973477 + Penalty 2850.896892 = -719798.076585
  nChanged 3
		SP:Iteration 37Q (9932.590000 sec): 3 clusters
  Score: Raw -722649.682821 + Penalty 2850.896892 = -719798.785929
  nChanged 5
		SP:Iteration 38Q (9932.600000 sec): 3 clusters
  Score: Raw -722651.193248 + Penalty 2850.896892 = -719800.296356
  nChanged 4
		SP:Iteration 39Q (9932.610000 sec): 3 clusters
  Score: Raw -722652.325175 + Penalty 2850.896892 = -719801.428283
  nChanged 5
		SP:Iteration 40F (9932.630000 sec): 3 clusters
  Score: Raw -722653.828327 + Penalty 2850.896892 = -719802.931436
  nChanged 8
		SP:Iteration 41Q (9932.650000 sec): 3 clusters
  Score: Raw -722656.028165 + Penalty 2850.896892 = -719805.131273
  nChanged 7
		SP:Iteration 42Q (9932.660000 sec): 3 clusters
  Score: Raw -722657.862259 + Penalty 2850.896892 = -719806.965367
  nChanged 10
		SP:Iteration 43Q (9932.670000 sec): 3 clusters
  Score: Raw -722660.610965 + Penalty 2850.896892 = -719809.714073
  nChanged 7
		SP:Iteration 44Q (9932.690000 sec): 3 clusters
  Score: Raw -722662.235213 + Penalty 2850.896892 = -719811.338321
  nChanged 7
		SP:Iteration 45Q (9932.710000 sec): 3 clusters
  Score: Raw -722663.697752 + Penalty 2850.896892 = -719812.800860
  nChanged 6
		SP:Iteration 46Q (9932.720000 sec): 3 clusters
  Score: Raw -722665.102263 + Penalty 2850.896892 = -719814.205371
  nChanged 6
		SP:Iteration 47Q (9932.730000 sec): 3 clusters
  Score: Raw -722666.365783 + Penalty 2850.896892 = -719815.468891
  nChanged 3
		SP:Iteration 48Q (9932.750000 sec): 3 clusters
  Score: Raw -722667.010563 + Penalty 2850.896892 = -719816.113671
  nChanged 4
		SP:Iteration 49Q (9932.770000 sec): 3 clusters
  Score: Raw -722668.305437 + Penalty 2850.896892 = -719817.408546
  nChanged 8
		SP:Iteration 50Q (9932.780000 sec): 3 clusters
  Score: Raw -722670.809867 + Penalty 2850.896892 = -719819.912975
  nChanged 7
		SP:Iteration 51Q (9932.790000 sec): 3 clusters
  Score: Raw -722672.074959 + Penalty 2850.896892 = -719821.178067
  nChanged 1
		SP:Iteration 52Q (9932.810000 sec): 3 clusters
  Score: Raw -722672.256087 + Penalty 2850.896892 = -719821.359195
  nChanged 2
		SP:Iteration 53Q (9932.830000 sec): 3 clusters
  Score: Raw -722672.681420 + Penalty 2850.896892 = -719821.784528
  nChanged 2
		SP:Iteration 54Q (9932.840000 sec): 3 clusters
  Score: Raw -722673.129938 + Penalty 2850.896892 = -719822.233047
  nChanged 0
		SP:Iteration 55F (9932.850000 sec): 3 clusters
  Score: Raw -722673.129938 + Penalty 2850.896892 = -719822.233047
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9932.860000 sec): 2 clusters
  Score: Raw -17366.161120 + Penalty 842.039827 = -16524.121293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9932.860000 sec): 3 clusters
  Score: Raw -17559.880073 + Penalty 1684.079654 = -15875.800419
  nChanged 18
		SP:Iteration 1F (9932.870000 sec): 3 clusters
  Score: Raw -17598.175112 + Penalty 1684.079654 = -15914.095458
  nChanged 3
		SP:Iteration 2Q (9932.870000 sec): 3 clusters
  Score: Raw -17610.803917 + Penalty 1684.079654 = -15926.724263
  nChanged 2
		SP:Iteration 3Q (9932.870000 sec): 3 clusters
  Score: Raw -17616.356309 + Penalty 1684.079654 = -15932.276655
  nChanged 1
		SP:Iteration 4Q (9932.870000 sec): 3 clusters
  Score: Raw -17620.081839 + Penalty 1684.079654 = -15936.002185
  nChanged 1
		SP:Iteration 5Q (9932.870000 sec): 3 clusters
  Score: Raw -17620.481459 + Penalty 1684.079654 = -15936.401805
  nChanged 0
		SP:Iteration 6F (9932.870000 sec): 3 clusters
  Score: Raw -17620.481459 + Penalty 1684.079654 = -15936.401805
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9932.880000 sec): 2 clusters
  Score: Raw -231011.649450 + Penalty 1249.894234 = -229761.755216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9932.880000 sec): 3 clusters
  Score: Raw -230058.906001 + Penalty 2499.788467 = -227559.117534
  nChanged 787
		SP:Iteration 1F (9932.890000 sec): 3 clusters
  Score: Raw -230588.249134 + Penalty 2499.788467 = -228088.460666
  nChanged 181
		SP:Iteration 2F (9932.890000 sec): 3 clusters
  Score: Raw -230725.235787 + Penalty 2499.788467 = -228225.447319
  nChanged 121
		SP:Iteration 3F (9932.900000 sec): 3 clusters
  Score: Raw -230842.511932 + Penalty 2499.788467 = -228342.723465
  nChanged 111
		SP:Iteration 4F (9932.900000 sec): 3 clusters
  Score: Raw -230933.220742 + Penalty 2499.788467 = -228433.432275
  nChanged 87
		SP:Iteration 5Q (9932.910000 sec): 3 clusters
  Score: Raw -230998.374828 + Penalty 2499.788467 = -228498.586361
  nChanged 65
		SP:Iteration 6Q (9932.910000 sec): 3 clusters
  Score: Raw -231049.120964 + Penalty 2499.788467 = -228549.332497
  nChanged 69
		SP:Iteration 7Q (9932.920000 sec): 3 clusters
  Score: Raw -231095.359836 + Penalty 2499.788467 = -228595.571368
  nChanged 42
		SP:Iteration 8Q (9932.930000 sec): 3 clusters
  Score: Raw -231120.079600 + Penalty 2499.788467 = -228620.291132
  nChanged 36
		SP:Iteration 9Q (9932.930000 sec): 3 clusters
  Score: Raw -231143.882916 + Penalty 2499.788467 = -228644.094449
  nChanged 33
		SP:Iteration 10Q (9932.930000 sec): 3 clusters
  Score: Raw -231166.451144 + Penalty 2499.788467 = -228666.662676
  nChanged 31
		SP:Iteration 11Q (9932.940000 sec): 3 clusters
  Score: Raw -231185.529549 + Penalty 2499.788467 = -228685.741081
  nChanged 30
		SP:Iteration 12Q (9932.950000 sec): 3 clusters
  Score: Raw -231209.953215 + Penalty 2499.788467 = -228710.164747
  nChanged 41
		SP:Iteration 13Q (9932.950000 sec): 3 clusters
  Score: Raw -231237.467349 + Penalty 2499.788467 = -228737.678882
  nChanged 38
		SP:Iteration 14Q (9932.960000 sec): 3 clusters
  Score: Raw -231267.725566 + Penalty 2499.788467 = -228767.937099
  nChanged 46
		SP:Iteration 15Q (9932.960000 sec): 3 clusters
  Score: Raw -231301.442416 + Penalty 2499.788467 = -228801.653949
  nChanged 46
		SP:Iteration 16Q (9932.970000 sec): 3 clusters
  Score: Raw -231337.228377 + Penalty 2499.788467 = -228837.439909
  nChanged 41
		SP:Iteration 17Q (9932.970000 sec): 3 clusters
  Score: Raw -231376.291900 + Penalty 2499.788467 = -228876.503433
  nChanged 47
		SP:Iteration 18Q (9932.980000 sec): 3 clusters
  Score: Raw -231426.293394 + Penalty 2499.788467 = -228926.504927
  nChanged 41
		SP:Iteration 19Q (9932.980000 sec): 3 clusters
  Score: Raw -231461.406044 + Penalty 2499.788467 = -228961.617577
  nChanged 27
		SP:Iteration 20F (9932.990000 sec): 3 clusters
  Score: Raw -231477.697925 + Penalty 2499.788467 = -228977.909457
  nChanged 20
		SP:Iteration 21Q (9932.990000 sec): 3 clusters
  Score: Raw -231489.008719 + Penalty 2499.788467 = -228989.220252
  nChanged 19
		SP:Iteration 22Q (9933.000000 sec): 3 clusters
  Score: Raw -231499.267759 + Penalty 2499.788467 = -228999.479291
  nChanged 15
		SP:Iteration 23Q (9933.000000 sec): 3 clusters
  Score: Raw -231505.835545 + Penalty 2499.788467 = -229006.047078
  nChanged 8
		SP:Iteration 24Q (9933.010000 sec): 3 clusters
  Score: Raw -231512.111192 + Penalty 2499.788467 = -229012.322725
  nChanged 12
		SP:Iteration 25Q (9933.010000 sec): 3 clusters
  Score: Raw -231518.662933 + Penalty 2499.788467 = -229018.874465
  nChanged 11
		SP:Iteration 26Q (9933.020000 sec): 3 clusters
  Score: Raw -231523.941801 + Penalty 2499.788467 = -229024.153334
  nChanged 9
		SP:Iteration 27Q (9933.020000 sec): 3 clusters
  Score: Raw -231530.716131 + Penalty 2499.788467 = -229030.927664
  nChanged 10
		SP:Iteration 28Q (9933.030000 sec): 3 clusters
  Score: Raw -231536.064402 + Penalty 2499.788467 = -229036.275935
  nChanged 3
		SP:Iteration 29Q (9933.030000 sec): 3 clusters
  Score: Raw -231537.114573 + Penalty 2499.788467 = -229037.326106
  nChanged 1
		SP:Iteration 30Q (9933.040000 sec): 3 clusters
  Score: Raw -231537.589397 + Penalty 2499.788467 = -229037.800930
  nChanged 3
		SP:Iteration 31Q (9933.040000 sec): 3 clusters
  Score: Raw -231539.823053 + Penalty 2499.788467 = -229040.034586
  nChanged 4
		SP:Iteration 32Q (9933.050000 sec): 3 clusters
  Score: Raw -231542.292228 + Penalty 2499.788467 = -229042.503761
  nChanged 5
		SP:Iteration 33Q (9933.050000 sec): 3 clusters
  Score: Raw -231544.515771 + Penalty 2499.788467 = -229044.727303
  nChanged 2
		SP:Iteration 34Q (9933.060000 sec): 3 clusters
  Score: Raw -231546.367902 + Penalty 2499.788467 = -229046.579435
  nChanged 4
		SP:Iteration 35Q (9933.060000 sec): 3 clusters
  Score: Raw -231549.303833 + Penalty 2499.788467 = -229049.515366
  nChanged 8
		SP:Iteration 36Q (9933.070000 sec): 3 clusters
  Score: Raw -231554.072038 + Penalty 2499.788467 = -229054.283571
  nChanged 5
		SP:Iteration 37Q (9933.070000 sec): 3 clusters
  Score: Raw -231556.795491 + Penalty 2499.788467 = -229057.007023
  nChanged 4
		SP:Iteration 38Q (9933.080000 sec): 3 clusters
  Score: Raw -231558.569683 + Penalty 2499.788467 = -229058.781215
  nChanged 4
		SP:Iteration 39Q (9933.080000 sec): 3 clusters
  Score: Raw -231560.174003 + Penalty 2499.788467 = -229060.385535
  nChanged 3
		SP:Iteration 40F (9933.090000 sec): 3 clusters
  Score: Raw -231561.237741 + Penalty 2499.788467 = -229061.449273
  nChanged 1
		SP:Iteration 41Q (9933.090000 sec): 3 clusters
  Score: Raw -231561.693533 + Penalty 2499.788467 = -229061.905066
  nChanged 1
		SP:Iteration 42Q (9933.100000 sec): 3 clusters
  Score: Raw -231562.464103 + Penalty 2499.788467 = -229062.675636
  nChanged 2
		SP:Iteration 43Q (9933.100000 sec): 3 clusters
  Score: Raw -231563.042196 + Penalty 2499.788467 = -229063.253729
  nChanged 1
		SP:Iteration 44Q (9933.110000 sec): 3 clusters
  Score: Raw -231563.672524 + Penalty 2499.788467 = -229063.884056
  nChanged 2
		SP:Iteration 45Q (9933.110000 sec): 3 clusters
  Score: Raw -231565.742468 + Penalty 2499.788467 = -229065.954001
  nChanged 2
		SP:Iteration 46Q (9933.120000 sec): 3 clusters
  Score: Raw -231566.380673 + Penalty 2499.788467 = -229066.592205
  nChanged 1
		SP:Iteration 47Q (9933.120000 sec): 3 clusters
  Score: Raw -231566.548088 + Penalty 2499.788467 = -229066.759621
  nChanged 0
		SP:Iteration 48F (9933.130000 sec): 3 clusters
  Score: Raw -231566.548088 + Penalty 2499.788467 = -229066.759621
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.130000 sec): 2 clusters
  Score: Raw -66068.014096 + Penalty 1039.501069 = -65028.513027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.130000 sec): 3 clusters
  Score: Raw -65992.882317 + Penalty 2079.002138 = -63913.880179
  nChanged 153
		SP:Iteration 1F (9933.140000 sec): 3 clusters
  Score: Raw -66172.753265 + Penalty 2079.002138 = -64093.751128
  nChanged 41
		SP:Iteration 2F (9933.140000 sec): 3 clusters
  Score: Raw -66217.075047 + Penalty 2079.002138 = -64138.072909
  nChanged 20
		SP:Iteration 3Q (9933.140000 sec): 3 clusters
  Score: Raw -66243.235810 + Penalty 2079.002138 = -64164.233673
  nChanged 8
		SP:Iteration 4Q (9933.140000 sec): 3 clusters
  Score: Raw -66270.838023 + Penalty 2079.002138 = -64191.835885
  nChanged 9
		SP:Iteration 5Q (9933.140000 sec): 3 clusters
  Score: Raw -66282.319922 + Penalty 2079.002138 = -64203.317784
  nChanged 4
		SP:Iteration 6Q (9933.150000 sec): 3 clusters
  Score: Raw -66291.176776 + Penalty 2079.002138 = -64212.174638
  nChanged 5
		SP:Iteration 7Q (9933.150000 sec): 3 clusters
  Score: Raw -66297.408080 + Penalty 2079.002138 = -64218.405943
  nChanged 1
		SP:Iteration 8Q (9933.150000 sec): 3 clusters
  Score: Raw -66298.523314 + Penalty 2079.002138 = -64219.521176
  nChanged 1
		SP:Iteration 9Q (9933.150000 sec): 3 clusters
  Score: Raw -66298.984467 + Penalty 2079.002138 = -64219.982329
  nChanged 0
		SP:Iteration 10F (9933.150000 sec): 3 clusters
  Score: Raw -66298.984467 + Penalty 2079.002138 = -64219.982329
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (5711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.170000 sec): 2 clusters
  Score: Raw -599302.310591 + Penalty 1405.649281 = -597896.661311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.190000 sec): 3 clusters
  Score: Raw -596378.130188 + Penalty 2811.298561 = -593566.831627
  nChanged 2366
		SP:Iteration 1F (9933.200000 sec): 3 clusters
  Score: Raw -598180.854102 + Penalty 2811.298561 = -595369.555540
  nChanged 591
		SP:Iteration 2F (9933.210000 sec): 3 clusters
  Score: Raw -598729.245879 + Penalty 2811.298561 = -595917.947318
  nChanged 483
		SP:Iteration 3F (9933.230000 sec): 3 clusters
  Score: Raw -599148.750766 + Penalty 2811.298561 = -596337.452205
  nChanged 365
		SP:Iteration 4F (9933.240000 sec): 3 clusters
  Score: Raw -599476.582589 + Penalty 2811.298561 = -596665.284028
  nChanged 313
		SP:Iteration 5F (9933.250000 sec): 3 clusters
  Score: Raw -599726.114896 + Penalty 2811.298561 = -596914.816335
  nChanged 237
		SP:Iteration 6Q (9933.270000 sec): 3 clusters
  Score: Raw -599892.695807 + Penalty 2811.298561 = -597081.397246
  nChanged 174
		SP:Iteration 7Q (9933.280000 sec): 3 clusters
  Score: Raw -599997.942309 + Penalty 2811.298561 = -597186.643748
  nChanged 128
		SP:Iteration 8Q (9933.300000 sec): 3 clusters
  Score: Raw -600057.244262 + Penalty 2811.298561 = -597245.945701
  nChanged 81
		SP:Iteration 9Q (9933.310000 sec): 3 clusters
  Score: Raw -600093.051006 + Penalty 2811.298561 = -597281.752445
  nChanged 75
		SP:Iteration 10Q (9933.320000 sec): 3 clusters
  Score: Raw -600128.368385 + Penalty 2811.298561 = -597317.069824
  nChanged 52
		SP:Iteration 11Q (9933.340000 sec): 3 clusters
  Score: Raw -600144.348662 + Penalty 2811.298561 = -597333.050101
  nChanged 33
		SP:Iteration 12Q (9933.350000 sec): 3 clusters
  Score: Raw -600153.284934 + Penalty 2811.298561 = -597341.986373
  nChanged 29
		SP:Iteration 13Q (9933.360000 sec): 3 clusters
  Score: Raw -600160.308580 + Penalty 2811.298561 = -597349.010019
  nChanged 17
		SP:Iteration 14Q (9933.380000 sec): 3 clusters
  Score: Raw -600165.520116 + Penalty 2811.298561 = -597354.221555
  nChanged 18
		SP:Iteration 15Q (9933.390000 sec): 3 clusters
  Score: Raw -600170.313710 + Penalty 2811.298561 = -597359.015149
  nChanged 15
		SP:Iteration 16Q (9933.400000 sec): 3 clusters
  Score: Raw -600175.014908 + Penalty 2811.298561 = -597363.716347
  nChanged 20
		SP:Iteration 17Q (9933.420000 sec): 3 clusters
  Score: Raw -600181.733497 + Penalty 2811.298561 = -597370.434936
  nChanged 26
		SP:Iteration 18Q (9933.430000 sec): 3 clusters
  Score: Raw -600190.186305 + Penalty 2811.298561 = -597378.887744
  nChanged 25
		SP:Iteration 19Q (9933.440000 sec): 3 clusters
  Score: Raw -600201.174756 + Penalty 2811.298561 = -597389.876195
  nChanged 29
		SP:Iteration 20F (9933.460000 sec): 3 clusters
  Score: Raw -600211.383404 + Penalty 2811.298561 = -597400.084843
  nChanged 38
		SP:Iteration 21Q (9933.470000 sec): 3 clusters
  Score: Raw -600224.278629 + Penalty 2811.298561 = -597412.980068
  nChanged 25
		SP:Iteration 22Q (9933.490000 sec): 3 clusters
  Score: Raw -600233.559302 + Penalty 2811.298561 = -597422.260741
  nChanged 22
		SP:Iteration 23Q (9933.500000 sec): 3 clusters
  Score: Raw -600243.547895 + Penalty 2811.298561 = -597432.249334
  nChanged 15
		SP:Iteration 24Q (9933.510000 sec): 3 clusters
  Score: Raw -600249.414243 + Penalty 2811.298561 = -597438.115682
  nChanged 12
		SP:Iteration 25Q (9933.520000 sec): 3 clusters
  Score: Raw -600255.477508 + Penalty 2811.298561 = -597444.178947
  nChanged 12
		SP:Iteration 26Q (9933.540000 sec): 3 clusters
  Score: Raw -600259.206648 + Penalty 2811.298561 = -597447.908087
  nChanged 5
		SP:Iteration 27Q (9933.550000 sec): 3 clusters
  Score: Raw -600260.163629 + Penalty 2811.298561 = -597448.865068
  nChanged 3
		SP:Iteration 28Q (9933.560000 sec): 3 clusters
  Score: Raw -600260.739271 + Penalty 2811.298561 = -597449.440710
  nChanged 3
		SP:Iteration 29Q (9933.570000 sec): 3 clusters
  Score: Raw -600261.184762 + Penalty 2811.298561 = -597449.886201
  nChanged 0
		SP:Iteration 30F (9933.590000 sec): 3 clusters
  Score: Raw -600261.184762 + Penalty 2811.298561 = -597449.886201
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.600000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.600000 sec): 3 clusters
  Score: Raw -153171.495688 + Penalty 2347.571096 = -150823.924592
  nChanged 451
		SP:Iteration 1F (9933.610000 sec): 3 clusters
  Score: Raw -153547.058510 + Penalty 2347.571096 = -151199.487414
  nChanged 114
		SP:Iteration 2F (9933.610000 sec): 3 clusters
  Score: Raw -153668.698678 + Penalty 2347.571096 = -151321.127582
  nChanged 59
		SP:Iteration 3Q (9933.610000 sec): 3 clusters
  Score: Raw -153784.422159 + Penalty 2347.571096 = -151436.851063
  nChanged 55
		SP:Iteration 4Q (9933.610000 sec): 3 clusters
  Score: Raw -153905.732112 + Penalty 2347.571096 = -151558.161017
  nChanged 57
		SP:Iteration 5Q (9933.620000 sec): 3 clusters
  Score: Raw -154006.516920 + Penalty 2347.571096 = -151658.945824
  nChanged 59
		SP:Iteration 6Q (9933.620000 sec): 3 clusters
  Score: Raw -154067.793459 + Penalty 2347.571096 = -151720.222363
  nChanged 37
		SP:Iteration 7Q (9933.630000 sec): 3 clusters
  Score: Raw -154106.952833 + Penalty 2347.571096 = -151759.381738
  nChanged 32
		SP:Iteration 8Q (9933.630000 sec): 3 clusters
  Score: Raw -154144.883082 + Penalty 2347.571096 = -151797.311987
  nChanged 29
		SP:Iteration 9Q (9933.630000 sec): 3 clusters
  Score: Raw -154168.950625 + Penalty 2347.571096 = -151821.379529
  nChanged 27
		SP:Iteration 10Q (9933.630000 sec): 3 clusters
  Score: Raw -154191.964717 + Penalty 2347.571096 = -151844.393621
  nChanged 27
		SP:Iteration 11Q (9933.640000 sec): 3 clusters
  Score: Raw -154215.583003 + Penalty 2347.571096 = -151868.011907
  nChanged 24
		SP:Iteration 12Q (9933.640000 sec): 3 clusters
  Score: Raw -154233.084869 + Penalty 2347.571096 = -151885.513773
  nChanged 18
		SP:Iteration 13Q (9933.650000 sec): 3 clusters
  Score: Raw -154247.888886 + Penalty 2347.571096 = -151900.317790
  nChanged 18
		SP:Iteration 14Q (9933.650000 sec): 3 clusters
  Score: Raw -154262.090317 + Penalty 2347.571096 = -151914.519221
  nChanged 16
		SP:Iteration 15Q (9933.650000 sec): 3 clusters
  Score: Raw -154277.039193 + Penalty 2347.571096 = -151929.468097
  nChanged 17
		SP:Iteration 16Q (9933.650000 sec): 3 clusters
  Score: Raw -154292.437098 + Penalty 2347.571096 = -151944.866002
  nChanged 20
		SP:Iteration 17Q (9933.660000 sec): 3 clusters
  Score: Raw -154307.268946 + Penalty 2347.571096 = -151959.697850
  nChanged 19
		SP:Iteration 18Q (9933.660000 sec): 3 clusters
  Score: Raw -154328.577839 + Penalty 2347.571096 = -151981.006743
  nChanged 21
		SP:Iteration 19Q (9933.660000 sec): 3 clusters
  Score: Raw -154353.685123 + Penalty 2347.571096 = -152006.114027
  nChanged 22
		SP:Iteration 20F (9933.670000 sec): 3 clusters
  Score: Raw -154397.338760 + Penalty 2347.571096 = -152049.767664
  nChanged 26
		SP:Iteration 21Q (9933.670000 sec): 3 clusters
  Score: Raw -154441.670539 + Penalty 2347.571096 = -152094.099443
  nChanged 20
		SP:Iteration 22Q (9933.670000 sec): 3 clusters
  Score: Raw -154475.895629 + Penalty 2347.571096 = -152128.324533
  nChanged 18
		SP:Iteration 23Q (9933.670000 sec): 3 clusters
  Score: Raw -154497.198115 + Penalty 2347.571096 = -152149.627019
  nChanged 10
		SP:Iteration 24Q (9933.680000 sec): 3 clusters
  Score: Raw -154507.459140 + Penalty 2347.571096 = -152159.888044
  nChanged 5
		SP:Iteration 25Q (9933.680000 sec): 3 clusters
  Score: Raw -154511.451904 + Penalty 2347.571096 = -152163.880808
  nChanged 3
		SP:Iteration 26Q (9933.680000 sec): 3 clusters
  Score: Raw -154513.097755 + Penalty 2347.571096 = -152165.526659
  nChanged 0
		SP:Iteration 27F (9933.690000 sec): 3 clusters
  Score: Raw -154513.097755 + Penalty 2347.571096 = -152165.526659
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.690000 sec): 2 clusters
  Score: Raw -131915.287319 + Penalty 1166.017078 = -130749.270240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.700000 sec): 3 clusters
  Score: Raw -131437.259272 + Penalty 2332.034157 = -129105.225115
  nChanged 427
		SP:Iteration 1F (9933.700000 sec): 3 clusters
  Score: Raw -131854.505106 + Penalty 2332.034157 = -129522.470949
  nChanged 132
		SP:Iteration 2F (9933.710000 sec): 3 clusters
  Score: Raw -132067.032616 + Penalty 2332.034157 = -129734.998459
  nChanged 94
		SP:Iteration 3F (9933.710000 sec): 3 clusters
  Score: Raw -132222.574980 + Penalty 2332.034157 = -129890.540823
  nChanged 75
		SP:Iteration 4F (9933.710000 sec): 3 clusters
  Score: Raw -132327.403473 + Penalty 2332.034157 = -129995.369316
  nChanged 49
		SP:Iteration 5Q (9933.710000 sec): 3 clusters
  Score: Raw -132378.948799 + Penalty 2332.034157 = -130046.914642
  nChanged 27
		SP:Iteration 6Q (9933.720000 sec): 3 clusters
  Score: Raw -132408.582481 + Penalty 2332.034157 = -130076.548324
  nChanged 22
		SP:Iteration 7Q (9933.720000 sec): 3 clusters
  Score: Raw -132431.876233 + Penalty 2332.034157 = -130099.842076
  nChanged 7
		SP:Iteration 8Q (9933.720000 sec): 3 clusters
  Score: Raw -132437.805695 + Penalty 2332.034157 = -130105.771538
  nChanged 11
		SP:Iteration 9Q (9933.730000 sec): 3 clusters
  Score: Raw -132449.575029 + Penalty 2332.034157 = -130117.540872
  nChanged 7
		SP:Iteration 10Q (9933.730000 sec): 3 clusters
  Score: Raw -132454.297032 + Penalty 2332.034157 = -130122.262876
  nChanged 7
		SP:Iteration 11Q (9933.730000 sec): 3 clusters
  Score: Raw -132457.833382 + Penalty 2332.034157 = -130125.799225
  nChanged 6
		SP:Iteration 12Q (9933.730000 sec): 3 clusters
  Score: Raw -132462.220382 + Penalty 2332.034157 = -130130.186225
  nChanged 3
		SP:Iteration 13Q (9933.740000 sec): 3 clusters
  Score: Raw -132463.212440 + Penalty 2332.034157 = -130131.178283
  nChanged 0
		SP:Iteration 14F (9933.740000 sec): 3 clusters
  Score: Raw -132463.212440 + Penalty 2332.034157 = -130131.178283
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9933.750000 sec): 2 clusters
  Score: Raw -327180.308181 + Penalty 1305.785438 = -325874.522743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.760000 sec): 3 clusters
  Score: Raw -325718.090790 + Penalty 2611.570875 = -323106.519915
  nChanged 1159
		SP:Iteration 1F (9933.770000 sec): 3 clusters
  Score: Raw -326472.777418 + Penalty 2611.570875 = -323861.206543
  nChanged 281
		SP:Iteration 2F (9933.770000 sec): 3 clusters
  Score: Raw -326711.057029 + Penalty 2611.570875 = -324099.486154
  nChanged 208
		SP:Iteration 3F (9933.780000 sec): 3 clusters
  Score: Raw -326895.753414 + Penalty 2611.570875 = -324284.182539
  nChanged 164
		SP:Iteration 4F (9933.790000 sec): 3 clusters
  Score: Raw -327057.617685 + Penalty 2611.570875 = -324446.046809
  nChanged 156
		SP:Iteration 5F (9933.800000 sec): 3 clusters
  Score: Raw -327198.993375 + Penalty 2611.570875 = -324587.422500
  nChanged 130
		SP:Iteration 6Q (9933.810000 sec): 3 clusters
  Score: Raw -327317.867972 + Penalty 2611.570875 = -324706.297097
  nChanged 124
		SP:Iteration 7Q (9933.810000 sec): 3 clusters
  Score: Raw -327476.621146 + Penalty 2611.570875 = -324865.050271
  nChanged 149
		SP:Iteration 8Q (9933.820000 sec): 3 clusters
  Score: Raw -327638.961307 + Penalty 2611.570875 = -325027.390432
  nChanged 125
		SP:Iteration 9Q (9933.830000 sec): 3 clusters
  Score: Raw -327723.885830 + Penalty 2611.570875 = -325112.314955
  nChanged 90
		SP:Iteration 10Q (9933.830000 sec): 3 clusters
  Score: Raw -327781.031402 + Penalty 2611.570875 = -325169.460527
  nChanged 70
		SP:Iteration 11Q (9933.840000 sec): 3 clusters
  Score: Raw -327829.691756 + Penalty 2611.570875 = -325218.120881
  nChanged 64
		SP:Iteration 12Q (9933.850000 sec): 3 clusters
  Score: Raw -327868.560559 + Penalty 2611.570875 = -325256.989683
  nChanged 52
		SP:Iteration 13Q (9933.860000 sec): 3 clusters
  Score: Raw -327899.001355 + Penalty 2611.570875 = -325287.430480
  nChanged 46
		SP:Iteration 14Q (9933.860000 sec): 3 clusters
  Score: Raw -327928.704805 + Penalty 2611.570875 = -325317.133930
  nChanged 35
		SP:Iteration 15Q (9933.870000 sec): 3 clusters
  Score: Raw -327950.761526 + Penalty 2611.570875 = -325339.190650
  nChanged 33
		SP:Iteration 16Q (9933.880000 sec): 3 clusters
  Score: Raw -327967.866866 + Penalty 2611.570875 = -325356.295990
  nChanged 38
		SP:Iteration 17Q (9933.890000 sec): 3 clusters
  Score: Raw -327988.649377 + Penalty 2611.570875 = -325377.078502
  nChanged 30
		SP:Iteration 18Q (9933.890000 sec): 3 clusters
  Score: Raw -328009.141776 + Penalty 2611.570875 = -325397.570901
  nChanged 27
		SP:Iteration 19Q (9933.900000 sec): 3 clusters
  Score: Raw -328021.871748 + Penalty 2611.570875 = -325410.300873
  nChanged 22
		SP:Iteration 20F (9933.910000 sec): 3 clusters
  Score: Raw -328030.294937 + Penalty 2611.570875 = -325418.724062
  nChanged 14
		SP:Iteration 21Q (9933.910000 sec): 3 clusters
  Score: Raw -328035.492698 + Penalty 2611.570875 = -325423.921823
  nChanged 15
		SP:Iteration 22Q (9933.920000 sec): 3 clusters
  Score: Raw -328043.540876 + Penalty 2611.570875 = -325431.970001
  nChanged 11
		SP:Iteration 23Q (9933.930000 sec): 3 clusters
  Score: Raw -328050.749602 + Penalty 2611.570875 = -325439.178726
  nChanged 11
		SP:Iteration 24Q (9933.930000 sec): 3 clusters
  Score: Raw -328055.337395 + Penalty 2611.570875 = -325443.766520
  nChanged 5
		SP:Iteration 25Q (9933.940000 sec): 3 clusters
  Score: Raw -328057.675663 + Penalty 2611.570875 = -325446.104788
  nChanged 4
		SP:Iteration 26Q (9933.950000 sec): 3 clusters
  Score: Raw -328059.422592 + Penalty 2611.570875 = -325447.851717
  nChanged 5
		SP:Iteration 27Q (9933.960000 sec): 3 clusters
  Score: Raw -328061.440914 + Penalty 2611.570875 = -325449.870039
  nChanged 4
		SP:Iteration 28Q (9933.960000 sec): 3 clusters
  Score: Raw -328064.073477 + Penalty 2611.570875 = -325452.502602
  nChanged 2
		SP:Iteration 29Q (9933.970000 sec): 3 clusters
  Score: Raw -328065.099134 + Penalty 2611.570875 = -325453.528259
  nChanged 2
		SP:Iteration 30Q (9933.980000 sec): 3 clusters
  Score: Raw -328066.238815 + Penalty 2611.570875 = -325454.667940
  nChanged 4
		SP:Iteration 31Q (9933.990000 sec): 3 clusters
  Score: Raw -328067.198873 + Penalty 2611.570875 = -325455.627998
  nChanged 4
		SP:Iteration 32Q (9933.990000 sec): 3 clusters
  Score: Raw -328068.448220 + Penalty 2611.570875 = -325456.877344
  nChanged 2
		SP:Iteration 33Q (9934.000000 sec): 3 clusters
  Score: Raw -328068.961545 + Penalty 2611.570875 = -325457.390670
  nChanged 0
		SP:Iteration 34F (9934.010000 sec): 3 clusters
  Score: Raw -328068.961545 + Penalty 2611.570875 = -325457.390670
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (76401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9934.230000 sec): 2 clusters
  Score: Raw -8978275.665102 + Penalty 1827.109548 = -8976448.555554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9934.440000 sec): 3 clusters
  Score: Raw -8928820.578783 + Penalty 3654.219096 = -8925166.359687
  nChanged 36472
		SP:Iteration 1F (9934.650000 sec): 3 clusters
  Score: Raw -8949461.846769 + Penalty 3654.219096 = -8945807.627673
  nChanged 2539
		SP:Iteration 2Q (9934.850000 sec): 3 clusters
  Score: Raw -8950066.800486 + Penalty 3654.219096 = -8946412.581390
  nChanged 2533
		SP:Iteration 3Q (9935.060000 sec): 3 clusters
  Score: Raw -8950785.209025 + Penalty 3654.219096 = -8947130.989929
  nChanged 2708
		SP:Iteration 4Q (9935.270000 sec): 3 clusters
  Score: Raw -8951737.926731 + Penalty 3654.219096 = -8948083.707635
  nChanged 3170
		SP:Iteration 5Q (9935.480000 sec): 3 clusters
  Score: Raw -8953175.326007 + Penalty 3654.219096 = -8949521.106911
  nChanged 3929
		SP:Iteration 6F (9935.690000 sec): 3 clusters
  Score: Raw -8955382.552546 + Penalty 3654.219096 = -8951728.333451
  nChanged 4814
		SP:Iteration 7F (9935.890000 sec): 3 clusters
  Score: Raw -8958722.176932 + Penalty 3654.219096 = -8955067.957836
  nChanged 5629
		SP:Iteration 8F (9936.090000 sec): 3 clusters
  Score: Raw -8963364.998907 + Penalty 3654.219096 = -8959710.779811
  nChanged 5671
		SP:Iteration 9F (9936.290000 sec): 3 clusters
  Score: Raw -8968351.515846 + Penalty 3654.219096 = -8964697.296750
  nChanged 4587
		SP:Iteration 10F (9936.500000 sec): 3 clusters
  Score: Raw -8972516.948463 + Penalty 3654.219096 = -8968862.729367
  nChanged 3343
		SP:Iteration 11Q (9936.680000 sec): 3 clusters
  Score: Raw -8975651.475112 + Penalty 3654.219096 = -8971997.256016
  nChanged 1795
		SP:Iteration 12Q (9936.850000 sec): 3 clusters
  Score: Raw -8977319.935706 + Penalty 3654.219096 = -8973665.716610
  nChanged 739
		SP:Iteration 13Q (9937.000000 sec): 3 clusters
  Score: Raw -8977976.035752 + Penalty 3654.219096 = -8974321.816657
  nChanged 283
		SP:Iteration 14Q (9937.140000 sec): 3 clusters
  Score: Raw -8978250.127536 + Penalty 3654.219096 = -8974595.908440
  nChanged 101
		SP:Iteration 15Q (9937.280000 sec): 3 clusters
  Score: Raw -8978361.798897 + Penalty 3654.219096 = -8974707.579801
  nChanged 50
		SP:Iteration 16Q (9937.420000 sec): 3 clusters
  Score: Raw -8978414.958098 + Penalty 3654.219096 = -8974760.739002
  nChanged 16
		SP:Iteration 17Q (9937.560000 sec): 3 clusters
  Score: Raw -8978432.043234 + Penalty 3654.219096 = -8974777.824138
  nChanged 6
		SP:Iteration 18Q (9937.700000 sec): 3 clusters
  Score: Raw -8978440.066593 + Penalty 3654.219096 = -8974785.847497
  nChanged 8
		SP:Iteration 19Q (9937.840000 sec): 3 clusters
  Score: Raw -8978450.720933 + Penalty 3654.219096 = -8974796.501837
  nChanged 6
		SP:Iteration 20F (9938.040000 sec): 3 clusters
  Score: Raw -8978458.070484 + Penalty 3654.219096 = -8974803.851388
  nChanged 3
		SP:Iteration 21Q (9938.180000 sec): 3 clusters
  Score: Raw -8978461.573708 + Penalty 3654.219096 = -8974807.354612
  nChanged 2
		SP:Iteration 22Q (9938.320000 sec): 3 clusters
  Score: Raw -8978462.728154 + Penalty 3654.219096 = -8974808.509058
  nChanged 1
		SP:Iteration 23Q (9938.460000 sec): 3 clusters
  Score: Raw -8978463.470757 + Penalty 3654.219096 = -8974809.251661
  nChanged 0
		SP:Iteration 24F (9938.660000 sec): 3 clusters
  Score: Raw -8978463.470757 + Penalty 3654.219096 = -8974809.251661
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9938.760000 sec): 2 clusters
  Score: Raw -3663817.432826 + Penalty 1680.417790 = -3662137.015036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9938.840000 sec): 3 clusters
  Score: Raw -3644648.951190 + Penalty 3360.835580 = -3641288.115610
  nChanged 14308
		SP:Iteration 1F (9938.920000 sec): 3 clusters
  Score: Raw -3652576.844499 + Penalty 3360.835580 = -3649216.008919
  nChanged 1355
		SP:Iteration 2Q (9939.010000 sec): 3 clusters
  Score: Raw -3653026.517081 + Penalty 3360.835580 = -3649665.681501
  nChanged 1420
		SP:Iteration 3Q (9939.090000 sec): 3 clusters
  Score: Raw -3653593.034264 + Penalty 3360.835580 = -3650232.198684
  nChanged 1540
		SP:Iteration 4Q (9939.170000 sec): 3 clusters
  Score: Raw -3654334.868424 + Penalty 3360.835580 = -3650974.032844
  nChanged 1757
		SP:Iteration 5F (9939.260000 sec): 3 clusters
  Score: Raw -3655305.033345 + Penalty 3360.835580 = -3651944.197765
  nChanged 1952
		SP:Iteration 6F (9939.340000 sec): 3 clusters
  Score: Raw -3656589.892652 + Penalty 3360.835580 = -3653229.057072
  nChanged 2013
		SP:Iteration 7F (9939.420000 sec): 3 clusters
  Score: Raw -3658017.465863 + Penalty 3360.835580 = -3654656.630283
  nChanged 1901
		SP:Iteration 8F (9939.500000 sec): 3 clusters
  Score: Raw -3659429.472478 + Penalty 3360.835580 = -3656068.636898
  nChanged 1586
		SP:Iteration 9F (9939.580000 sec): 3 clusters
  Score: Raw -3660578.085587 + Penalty 3360.835580 = -3657217.250007
  nChanged 1250
		SP:Iteration 10Q (9939.660000 sec): 3 clusters
  Score: Raw -3661495.109332 + Penalty 3360.835580 = -3658134.273752
  nChanged 988
		SP:Iteration 11Q (9939.740000 sec): 3 clusters
  Score: Raw -3662225.345502 + Penalty 3360.835580 = -3658864.509922
  nChanged 751
		SP:Iteration 12Q (9939.820000 sec): 3 clusters
  Score: Raw -3662772.495398 + Penalty 3360.835580 = -3659411.659818
  nChanged 539
		SP:Iteration 13Q (9939.880000 sec): 3 clusters
  Score: Raw -3663183.730265 + Penalty 3360.835580 = -3659822.894685
  nChanged 404
		SP:Iteration 14Q (9939.950000 sec): 3 clusters
  Score: Raw -3663518.747556 + Penalty 3360.835580 = -3660157.911976
  nChanged 298
		SP:Iteration 15Q (9940.020000 sec): 3 clusters
  Score: Raw -3663741.902833 + Penalty 3360.835580 = -3660381.067253
  nChanged 197
		SP:Iteration 16Q (9940.080000 sec): 3 clusters
  Score: Raw -3663879.615446 + Penalty 3360.835580 = -3660518.779866
  nChanged 146
		SP:Iteration 17Q (9940.140000 sec): 3 clusters
  Score: Raw -3663973.672030 + Penalty 3360.835580 = -3660612.836449
  nChanged 127
		SP:Iteration 18Q (9940.200000 sec): 3 clusters
  Score: Raw -3664048.344626 + Penalty 3360.835580 = -3660687.509046
  nChanged 109
		SP:Iteration 19Q (9940.260000 sec): 3 clusters
  Score: Raw -3664105.141222 + Penalty 3360.835580 = -3660744.305642
  nChanged 96
		SP:Iteration 20F (9940.340000 sec): 3 clusters
  Score: Raw -3664158.515688 + Penalty 3360.835580 = -3660797.680108
  nChanged 73
		SP:Iteration 21Q (9940.400000 sec): 3 clusters
  Score: Raw -3664193.845165 + Penalty 3360.835580 = -3660833.009584
  nChanged 64
		SP:Iteration 22Q (9940.460000 sec): 3 clusters
  Score: Raw -3664226.657166 + Penalty 3360.835580 = -3660865.821585
  nChanged 46
		SP:Iteration 23Q (9940.520000 sec): 3 clusters
  Score: Raw -3664253.731554 + Penalty 3360.835580 = -3660892.895974
  nChanged 39
		SP:Iteration 24Q (9940.580000 sec): 3 clusters
  Score: Raw -3664275.242790 + Penalty 3360.835580 = -3660914.407209
  nChanged 35
		SP:Iteration 25Q (9940.630000 sec): 3 clusters
  Score: Raw -3664291.401450 + Penalty 3360.835580 = -3660930.565870
  nChanged 21
		SP:Iteration 26Q (9940.690000 sec): 3 clusters
  Score: Raw -3664302.060360 + Penalty 3360.835580 = -3660941.224780
  nChanged 24
		SP:Iteration 27Q (9940.750000 sec): 3 clusters
  Score: Raw -3664316.399442 + Penalty 3360.835580 = -3660955.563862
  nChanged 28
		SP:Iteration 28Q (9940.800000 sec): 3 clusters
  Score: Raw -3664332.768175 + Penalty 3360.835580 = -3660971.932595
  nChanged 30
		SP:Iteration 29Q (9940.860000 sec): 3 clusters
  Score: Raw -3664351.197435 + Penalty 3360.835580 = -3660990.361855
  nChanged 26
		SP:Iteration 30Q (9940.920000 sec): 3 clusters
  Score: Raw -3664366.139488 + Penalty 3360.835580 = -3661005.303908
  nChanged 24
		SP:Iteration 31Q (9940.980000 sec): 3 clusters
  Score: Raw -3664379.069542 + Penalty 3360.835580 = -3661018.233962
  nChanged 19
		SP:Iteration 32Q (9941.030000 sec): 3 clusters
  Score: Raw -3664395.497373 + Penalty 3360.835580 = -3661034.661793
  nChanged 22
		SP:Iteration 33Q (9941.090000 sec): 3 clusters
  Score: Raw -3664414.919235 + Penalty 3360.835580 = -3661054.083655
  nChanged 26
		SP:Iteration 34Q (9941.140000 sec): 3 clusters
  Score: Raw -3664437.926837 + Penalty 3360.835580 = -3661077.091257
  nChanged 22
		SP:Iteration 35Q (9941.200000 sec): 3 clusters
  Score: Raw -3664453.099706 + Penalty 3360.835580 = -3661092.264126
  nChanged 19
		SP:Iteration 36Q (9941.260000 sec): 3 clusters
  Score: Raw -3664466.380649 + Penalty 3360.835580 = -3661105.545069
  nChanged 19
		SP:Iteration 37Q (9941.310000 sec): 3 clusters
  Score: Raw -3664477.124050 + Penalty 3360.835580 = -3661116.288470
  nChanged 14
		SP:Iteration 38Q (9941.370000 sec): 3 clusters
  Score: Raw -3664486.087243 + Penalty 3360.835580 = -3661125.251663
  nChanged 11
		SP:Iteration 39Q (9941.420000 sec): 3 clusters
  Score: Raw -3664493.930705 + Penalty 3360.835580 = -3661133.095125
  nChanged 8
		SP:Iteration 40F (9941.500000 sec): 3 clusters
  Score: Raw -3664500.043341 + Penalty 3360.835580 = -3661139.207761
  nChanged 7
		SP:Iteration 41Q (9941.560000 sec): 3 clusters
  Score: Raw -3664507.077886 + Penalty 3360.835580 = -3661146.242306
  nChanged 10
		SP:Iteration 42Q (9941.620000 sec): 3 clusters
  Score: Raw -3664514.644240 + Penalty 3360.835580 = -3661153.808660
  nChanged 10
		SP:Iteration 43Q (9941.670000 sec): 3 clusters
  Score: Raw -3664521.318291 + Penalty 3360.835580 = -3661160.482711
  nChanged 5
		SP:Iteration 44Q (9941.730000 sec): 3 clusters
  Score: Raw -3664523.569752 + Penalty 3360.835580 = -3661162.734172
  nChanged 5
		SP:Iteration 45Q (9941.780000 sec): 3 clusters
  Score: Raw -3664525.347866 + Penalty 3360.835580 = -3661164.512286
  nChanged 2
		SP:Iteration 46Q (9941.840000 sec): 3 clusters
  Score: Raw -3664526.532646 + Penalty 3360.835580 = -3661165.697066
  nChanged 0
		SP:Iteration 47F (9941.920000 sec): 3 clusters
  Score: Raw -3664526.532646 + Penalty 3360.835580 = -3661165.697066
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (53963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9942.060000 sec): 2 clusters
  Score: Raw -6391032.102552 + Penalty 1770.608760 = -6389261.493793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9942.210000 sec): 3 clusters
  Score: Raw -6356855.189714 + Penalty 3541.217519 = -6353313.972195
  nChanged 25260
		SP:Iteration 1F (9942.350000 sec): 3 clusters
  Score: Raw -6371026.514491 + Penalty 3541.217519 = -6367485.296972
  nChanged 1944
		SP:Iteration 2Q (9942.500000 sec): 3 clusters
  Score: Raw -6371537.219144 + Penalty 3541.217519 = -6367996.001625
  nChanged 1925
		SP:Iteration 3Q (9942.640000 sec): 3 clusters
  Score: Raw -6372047.464991 + Penalty 3541.217519 = -6368506.247471
  nChanged 1926
		SP:Iteration 4Q (9942.790000 sec): 3 clusters
  Score: Raw -6372625.486444 + Penalty 3541.217519 = -6369084.268925
  nChanged 2048
		SP:Iteration 5Q (9942.930000 sec): 3 clusters
  Score: Raw -6373362.758482 + Penalty 3541.217519 = -6369821.540963
  nChanged 2363
		SP:Iteration 6Q (9943.080000 sec): 3 clusters
  Score: Raw -6374425.922912 + Penalty 3541.217519 = -6370884.705393
  nChanged 2715
		SP:Iteration 7F (9943.220000 sec): 3 clusters
  Score: Raw -6375957.276124 + Penalty 3541.217519 = -6372416.058605
  nChanged 3147
		SP:Iteration 8F (9943.360000 sec): 3 clusters
  Score: Raw -6378161.546563 + Penalty 3541.217519 = -6374620.329044
  nChanged 3445
		SP:Iteration 9F (9943.500000 sec): 3 clusters
  Score: Raw -6380771.166908 + Penalty 3541.217519 = -6377229.949388
  nChanged 3134
		SP:Iteration 10F (9943.640000 sec): 3 clusters
  Score: Raw -6382837.693081 + Penalty 3541.217519 = -6379296.475562
  nChanged 2355
		SP:Iteration 11Q (9943.780000 sec): 3 clusters
  Score: Raw -6383937.412007 + Penalty 3541.217519 = -6380396.194488
  nChanged 1570
		SP:Iteration 12Q (9943.920000 sec): 3 clusters
  Score: Raw -6384458.238930 + Penalty 3541.217519 = -6380917.021411
  nChanged 1097
		SP:Iteration 13Q (9944.060000 sec): 3 clusters
  Score: Raw -6384812.969430 + Penalty 3541.217519 = -6381271.751911
  nChanged 873
		SP:Iteration 14Q (9944.200000 sec): 3 clusters
  Score: Raw -6385076.741356 + Penalty 3541.217519 = -6381535.523837
  nChanged 787
		SP:Iteration 15Q (9944.330000 sec): 3 clusters
  Score: Raw -6385292.195813 + Penalty 3541.217519 = -6381750.978294
  nChanged 705
		SP:Iteration 16Q (9944.470000 sec): 3 clusters
  Score: Raw -6385470.321170 + Penalty 3541.217519 = -6381929.103650
  nChanged 643
		SP:Iteration 17Q (9944.610000 sec): 3 clusters
  Score: Raw -6385615.180236 + Penalty 3541.217519 = -6382073.962717
  nChanged 552
		SP:Iteration 18Q (9944.740000 sec): 3 clusters
  Score: Raw -6385721.339137 + Penalty 3541.217519 = -6382180.121618
  nChanged 475
		SP:Iteration 19Q (9944.880000 sec): 3 clusters
  Score: Raw -6385796.219961 + Penalty 3541.217519 = -6382255.002441
  nChanged 393
		SP:Iteration 20F (9945.020000 sec): 3 clusters
  Score: Raw -6385855.315947 + Penalty 3541.217519 = -6382314.098428
  nChanged 345
		SP:Iteration 21Q (9945.160000 sec): 3 clusters
  Score: Raw -6385902.671854 + Penalty 3541.217519 = -6382361.454335
  nChanged 347
		SP:Iteration 22Q (9945.290000 sec): 3 clusters
  Score: Raw -6385946.024731 + Penalty 3541.217519 = -6382404.807212
  nChanged 317
		SP:Iteration 23Q (9945.420000 sec): 3 clusters
  Score: Raw -6385982.248879 + Penalty 3541.217519 = -6382441.031360
  nChanged 259
		SP:Iteration 24Q (9945.560000 sec): 3 clusters
  Score: Raw -6386010.883209 + Penalty 3541.217519 = -6382469.665690
  nChanged 241
		SP:Iteration 25Q (9945.700000 sec): 3 clusters
  Score: Raw -6386037.843818 + Penalty 3541.217519 = -6382496.626299
  nChanged 226
		SP:Iteration 26Q (9945.830000 sec): 3 clusters
  Score: Raw -6386060.519496 + Penalty 3541.217519 = -6382519.301977
  nChanged 215
		SP:Iteration 27Q (9945.960000 sec): 3 clusters
  Score: Raw -6386079.248587 + Penalty 3541.217519 = -6382538.031068
  nChanged 208
		SP:Iteration 28Q (9946.100000 sec): 3 clusters
  Score: Raw -6386096.215904 + Penalty 3541.217519 = -6382554.998384
  nChanged 172
		SP:Iteration 29Q (9946.240000 sec): 3 clusters
  Score: Raw -6386109.391460 + Penalty 3541.217519 = -6382568.173941
  nChanged 167
		SP:Iteration 30Q (9946.370000 sec): 3 clusters
  Score: Raw -6386124.020502 + Penalty 3541.217519 = -6382582.802983
  nChanged 197
		SP:Iteration 31Q (9946.500000 sec): 3 clusters
  Score: Raw -6386142.475749 + Penalty 3541.217519 = -6382601.258229
  nChanged 182
		SP:Iteration 32Q (9946.640000 sec): 3 clusters
  Score: Raw -6386157.996406 + Penalty 3541.217519 = -6382616.778887
  nChanged 175
		SP:Iteration 33Q (9946.780000 sec): 3 clusters
  Score: Raw -6386170.317302 + Penalty 3541.217519 = -6382629.099782
  nChanged 148
		SP:Iteration 34Q (9946.910000 sec): 3 clusters
  Score: Raw -6386180.860228 + Penalty 3541.217519 = -6382639.642709
  nChanged 170
		SP:Iteration 35Q (9947.040000 sec): 3 clusters
  Score: Raw -6386194.380367 + Penalty 3541.217519 = -6382653.162847
  nChanged 167
		SP:Iteration 36Q (9947.170000 sec): 3 clusters
  Score: Raw -6386205.949864 + Penalty 3541.217519 = -6382664.732344
  nChanged 148
		SP:Iteration 37Q (9947.310000 sec): 3 clusters
  Score: Raw -6386215.718450 + Penalty 3541.217519 = -6382674.500931
  nChanged 151
		SP:Iteration 38Q (9947.440000 sec): 3 clusters
  Score: Raw -6386226.599771 + Penalty 3541.217519 = -6382685.382251
  nChanged 153
		SP:Iteration 39Q (9947.570000 sec): 3 clusters
  Score: Raw -6386238.329911 + Penalty 3541.217519 = -6382697.112392
  nChanged 176
		SP:Iteration 40F (9947.720000 sec): 3 clusters
  Score: Raw -6386252.506578 + Penalty 3541.217519 = -6382711.289059
  nChanged 160
		SP:Iteration 41Q (9947.850000 sec): 3 clusters
  Score: Raw -6386265.303288 + Penalty 3541.217519 = -6382724.085768
  nChanged 163
		SP:Iteration 42Q (9947.980000 sec): 3 clusters
  Score: Raw -6386277.890647 + Penalty 3541.217519 = -6382736.673128
  nChanged 166
		SP:Iteration 43Q (9948.110000 sec): 3 clusters
  Score: Raw -6386290.608162 + Penalty 3541.217519 = -6382749.390643
  nChanged 172
		SP:Iteration 44Q (9948.250000 sec): 3 clusters
  Score: Raw -6386304.762543 + Penalty 3541.217519 = -6382763.545023
  nChanged 199
		SP:Iteration 45Q (9948.380000 sec): 3 clusters
  Score: Raw -6386324.687974 + Penalty 3541.217519 = -6382783.470454
  nChanged 204
		SP:Iteration 46Q (9948.510000 sec): 3 clusters
  Score: Raw -6386346.350652 + Penalty 3541.217519 = -6382805.133132
  nChanged 220
		SP:Iteration 47Q (9948.640000 sec): 3 clusters
  Score: Raw -6386373.160317 + Penalty 3541.217519 = -6382831.942797
  nChanged 264
		SP:Iteration 48Q (9948.780000 sec): 3 clusters
  Score: Raw -6386406.096830 + Penalty 3541.217519 = -6382864.879311
  nChanged 275
		SP:Iteration 49Q (9948.910000 sec): 3 clusters
  Score: Raw -6386441.582617 + Penalty 3541.217519 = -6382900.365098
  nChanged 300
		SP:Iteration 50Q (9949.040000 sec): 3 clusters
  Score: Raw -6386483.621514 + Penalty 3541.217519 = -6382942.403995
  nChanged 336
		SP:Iteration 51Q (9949.170000 sec): 3 clusters
  Score: Raw -6386532.572096 + Penalty 3541.217519 = -6382991.354577
  nChanged 343
		SP:Iteration 52Q (9949.300000 sec): 3 clusters
  Score: Raw -6386585.001965 + Penalty 3541.217519 = -6383043.784446
  nChanged 368
		SP:Iteration 53Q (9949.430000 sec): 3 clusters
  Score: Raw -6386644.744661 + Penalty 3541.217519 = -6383103.527142
  nChanged 378
		SP:Iteration 54Q (9949.560000 sec): 3 clusters
  Score: Raw -6386706.482559 + Penalty 3541.217519 = -6383165.265040
  nChanged 384
		SP:Iteration 55Q (9949.690000 sec): 3 clusters
  Score: Raw -6386767.200644 + Penalty 3541.217519 = -6383225.983125
  nChanged 366
		SP:Iteration 56Q (9949.820000 sec): 3 clusters
  Score: Raw -6386826.405989 + Penalty 3541.217519 = -6383285.188470
  nChanged 385
		SP:Iteration 57Q (9949.940000 sec): 3 clusters
  Score: Raw -6386889.168046 + Penalty 3541.217519 = -6383347.950527
  nChanged 393
		SP:Iteration 58Q (9950.070000 sec): 3 clusters
  Score: Raw -6386955.198842 + Penalty 3541.217519 = -6383413.981323
  nChanged 420
		SP:Iteration 59Q (9950.200000 sec): 3 clusters
  Score: Raw -6387024.529453 + Penalty 3541.217519 = -6383483.311933
  nChanged 426
		SP:Iteration 60F (9950.340000 sec): 3 clusters
  Score: Raw -6387097.876843 + Penalty 3541.217519 = -6383556.659323
  nChanged 439
		SP:Iteration 61Q (9950.470000 sec): 3 clusters
  Score: Raw -6387176.550742 + Penalty 3541.217519 = -6383635.333223
  nChanged 433
		SP:Iteration 62Q (9950.590000 sec): 3 clusters
  Score: Raw -6387254.213303 + Penalty 3541.217519 = -6383712.995784
  nChanged 433
		SP:Iteration 63Q (9950.720000 sec): 3 clusters
  Score: Raw -6387332.467636 + Penalty 3541.217519 = -6383791.250117
  nChanged 413
		SP:Iteration 64Q (9950.840000 sec): 3 clusters
  Score: Raw -6387410.973219 + Penalty 3541.217519 = -6383869.755700
  nChanged 427
		SP:Iteration 65Q (9950.970000 sec): 3 clusters
  Score: Raw -6387502.227128 + Penalty 3541.217519 = -6383961.009608
  nChanged 444
		SP:Iteration 66Q (9951.090000 sec): 3 clusters
  Score: Raw -6387605.500788 + Penalty 3541.217519 = -6384064.283269
  nChanged 453
		SP:Iteration 67Q (9951.210000 sec): 3 clusters
  Score: Raw -6387713.485924 + Penalty 3541.217519 = -6384172.268405
  nChanged 504
		SP:Iteration 68Q (9951.340000 sec): 3 clusters
  Score: Raw -6387851.614399 + Penalty 3541.217519 = -6384310.396880
  nChanged 540
		SP:Iteration 69Q (9951.460000 sec): 3 clusters
  Score: Raw -6388002.489478 + Penalty 3541.217519 = -6384461.271959
  nChanged 560
		SP:Iteration 70Q (9951.580000 sec): 3 clusters
  Score: Raw -6388178.849139 + Penalty 3541.217519 = -6384637.631620
  nChanged 582
		SP:Iteration 71Q (9951.700000 sec): 3 clusters
  Score: Raw -6388375.221402 + Penalty 3541.217519 = -6384834.003883
  nChanged 613
		SP:Iteration 72Q (9951.810000 sec): 3 clusters
  Score: Raw -6388593.670244 + Penalty 3541.217519 = -6385052.452725
  nChanged 625
		SP:Iteration 73Q (9951.930000 sec): 3 clusters
  Score: Raw -6388833.996720 + Penalty 3541.217519 = -6385292.779201
  nChanged 619
		SP:Iteration 74Q (9952.040000 sec): 3 clusters
  Score: Raw -6389087.957930 + Penalty 3541.217519 = -6385546.740411
  nChanged 587
		SP:Iteration 75Q (9952.160000 sec): 3 clusters
  Score: Raw -6389342.970269 + Penalty 3541.217519 = -6385801.752749
  nChanged 564
		SP:Iteration 76Q (9952.270000 sec): 3 clusters
  Score: Raw -6389602.346734 + Penalty 3541.217519 = -6386061.129215
  nChanged 530
		SP:Iteration 77Q (9952.380000 sec): 3 clusters
  Score: Raw -6389858.215964 + Penalty 3541.217519 = -6386316.998444
  nChanged 500
		SP:Iteration 78Q (9952.490000 sec): 3 clusters
  Score: Raw -6390095.472144 + Penalty 3541.217519 = -6386554.254625
  nChanged 397
		SP:Iteration 79Q (9952.600000 sec): 3 clusters
  Score: Raw -6390284.904861 + Penalty 3541.217519 = -6386743.687342
  nChanged 350
		SP:Iteration 80F (9952.740000 sec): 3 clusters
  Score: Raw -6390442.547083 + Penalty 3541.217519 = -6386901.329563
  nChanged 292
		SP:Iteration 81Q (9952.840000 sec): 3 clusters
  Score: Raw -6390577.599671 + Penalty 3541.217519 = -6387036.382152
  nChanged 246
		SP:Iteration 82Q (9952.940000 sec): 3 clusters
  Score: Raw -6390708.631764 + Penalty 3541.217519 = -6387167.414245
  nChanged 214
		SP:Iteration 83Q (9953.050000 sec): 3 clusters
  Score: Raw -6390821.775955 + Penalty 3541.217519 = -6387280.558436
  nChanged 171
		SP:Iteration 84Q (9953.150000 sec): 3 clusters
  Score: Raw -6390915.740621 + Penalty 3541.217519 = -6387374.523102
  nChanged 137
		SP:Iteration 85Q (9953.250000 sec): 3 clusters
  Score: Raw -6390993.236653 + Penalty 3541.217519 = -6387452.019134
  nChanged 115
		SP:Iteration 86Q (9953.340000 sec): 3 clusters
  Score: Raw -6391059.633090 + Penalty 3541.217519 = -6387518.415570
  nChanged 88
		SP:Iteration 87Q (9953.440000 sec): 3 clusters
  Score: Raw -6391103.713137 + Penalty 3541.217519 = -6387562.495617
  nChanged 64
		SP:Iteration 88Q (9953.540000 sec): 3 clusters
  Score: Raw -6391143.367324 + Penalty 3541.217519 = -6387602.149804
  nChanged 56
		SP:Iteration 89Q (9953.640000 sec): 3 clusters
  Score: Raw -6391173.577005 + Penalty 3541.217519 = -6387632.359486
  nChanged 36
		SP:Iteration 90Q (9953.740000 sec): 3 clusters
  Score: Raw -6391195.791767 + Penalty 3541.217519 = -6387654.574247
  nChanged 35
		SP:Iteration 91Q (9953.830000 sec): 3 clusters
  Score: Raw -6391217.872923 + Penalty 3541.217519 = -6387676.655403
  nChanged 36
		SP:Iteration 92Q (9953.930000 sec): 3 clusters
  Score: Raw -6391236.303868 + Penalty 3541.217519 = -6387695.086349
  nChanged 18
		SP:Iteration 93Q (9954.030000 sec): 3 clusters
  Score: Raw -6391245.168068 + Penalty 3541.217519 = -6387703.950549
  nChanged 13
		SP:Iteration 94Q (9954.120000 sec): 3 clusters
  Score: Raw -6391250.675226 + Penalty 3541.217519 = -6387709.457707
  nChanged 13
		SP:Iteration 95Q (9954.220000 sec): 3 clusters
  Score: Raw -6391257.258097 + Penalty 3541.217519 = -6387716.040578
  nChanged 10
		SP:Iteration 96Q (9954.320000 sec): 3 clusters
  Score: Raw -6391263.872138 + Penalty 3541.217519 = -6387722.654619
  nChanged 7
		SP:Iteration 97Q (9954.420000 sec): 3 clusters
  Score: Raw -6391267.831783 + Penalty 3541.217519 = -6387726.614264
  nChanged 3
		SP:Iteration 98Q (9954.510000 sec): 3 clusters
  Score: Raw -6391268.824016 + Penalty 3541.217519 = -6387727.606496
  nChanged 2
		SP:Iteration 99Q (9954.600000 sec): 3 clusters
  Score: Raw -6391269.754549 + Penalty 3541.217519 = -6387728.537029
  nChanged 1
		SP:Iteration 100F (9954.740000 sec): 3 clusters
  Score: Raw -6391269.893078 + Penalty 3541.217519 = -6387728.675558
  nChanged 1
		SP:Iteration 101Q (9954.840000 sec): 3 clusters
  Score: Raw -6391270.276117 + Penalty 3541.217519 = -6387729.058598
  nChanged 0
		SP:Iteration 102F (9954.980000 sec): 3 clusters
  Score: Raw -6391270.276117 + Penalty 3541.217519 = -6387729.058598
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9955.010000 sec): 2 clusters
  Score: Raw -87087.459828 + Penalty 1098.567387 = -85988.892441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9955.010000 sec): 3 clusters
  Score: Raw -86811.260456 + Penalty 2197.134775 = -84614.125681
  nChanged 275
		SP:Iteration 1F (9955.010000 sec): 3 clusters
  Score: Raw -87103.463676 + Penalty 2197.134775 = -84906.328902
  nChanged 76
		SP:Iteration 2F (9955.010000 sec): 3 clusters
  Score: Raw -87237.133221 + Penalty 2197.134775 = -85039.998446
  nChanged 50
		SP:Iteration 3F (9955.020000 sec): 3 clusters
  Score: Raw -87349.545951 + Penalty 2197.134775 = -85152.411176
  nChanged 39
		SP:Iteration 4Q (9955.020000 sec): 3 clusters
  Score: Raw -87438.933007 + Penalty 2197.134775 = -85241.798232
  nChanged 34
		SP:Iteration 5Q (9955.020000 sec): 3 clusters
  Score: Raw -87490.095115 + Penalty 2197.134775 = -85292.960341
  nChanged 15
		SP:Iteration 6Q (9955.020000 sec): 3 clusters
  Score: Raw -87514.335726 + Penalty 2197.134775 = -85317.200952
  nChanged 11
		SP:Iteration 7Q (9955.020000 sec): 3 clusters
  Score: Raw -87536.568608 + Penalty 2197.134775 = -85339.433833
  nChanged 11
		SP:Iteration 8Q (9955.020000 sec): 3 clusters
  Score: Raw -87555.719002 + Penalty 2197.134775 = -85358.584228
  nChanged 15
		SP:Iteration 9Q (9955.030000 sec): 3 clusters
  Score: Raw -87594.607996 + Penalty 2197.134775 = -85397.473221
  nChanged 17
		SP:Iteration 10Q (9955.030000 sec): 3 clusters
  Score: Raw -87633.079041 + Penalty 2197.134775 = -85435.944266
  nChanged 14
		SP:Iteration 11Q (9955.030000 sec): 3 clusters
  Score: Raw -87656.486573 + Penalty 2197.134775 = -85459.351798
  nChanged 12
		SP:Iteration 12Q (9955.030000 sec): 3 clusters
  Score: Raw -87675.178763 + Penalty 2197.134775 = -85478.043988
  nChanged 8
		SP:Iteration 13Q (9955.040000 sec): 3 clusters
  Score: Raw -87694.151115 + Penalty 2197.134775 = -85497.016340
  nChanged 7
		SP:Iteration 14Q (9955.040000 sec): 3 clusters
  Score: Raw -87714.051227 + Penalty 2197.134775 = -85516.916452
  nChanged 12
		SP:Iteration 15Q (9955.040000 sec): 3 clusters
  Score: Raw -87743.283507 + Penalty 2197.134775 = -85546.148733
  nChanged 7
		SP:Iteration 16Q (9955.040000 sec): 3 clusters
  Score: Raw -87754.203649 + Penalty 2197.134775 = -85557.068874
  nChanged 5
		SP:Iteration 17Q (9955.040000 sec): 3 clusters
  Score: Raw -87763.462767 + Penalty 2197.134775 = -85566.327992
  nChanged 1
		SP:Iteration 18Q (9955.040000 sec): 3 clusters
  Score: Raw -87765.579528 + Penalty 2197.134775 = -85568.444754
  nChanged 0
		SP:Iteration 19F (9955.040000 sec): 3 clusters
  Score: Raw -87765.579528 + Penalty 2197.134775 = -85568.444754
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9955.060000 sec): 2 clusters
  Score: Raw -293014.294177 + Penalty 1272.831221 = -291741.462955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9955.060000 sec): 3 clusters
  Score: Raw -291834.843760 + Penalty 2545.662443 = -289289.181317
  nChanged 904
		SP:Iteration 1F (9955.070000 sec): 3 clusters
  Score: Raw -292321.005181 + Penalty 2545.662443 = -289775.342738
  nChanged 194
		SP:Iteration 2F (9955.080000 sec): 3 clusters
  Score: Raw -292446.270625 + Penalty 2545.662443 = -289900.608182
  nChanged 133
		SP:Iteration 3F (9955.080000 sec): 3 clusters
  Score: Raw -292536.184297 + Penalty 2545.662443 = -289990.521855
  nChanged 103
		SP:Iteration 4Q (9955.090000 sec): 3 clusters
  Score: Raw -292618.140376 + Penalty 2545.662443 = -290072.477933
  nChanged 100
		SP:Iteration 5Q (9955.090000 sec): 3 clusters
  Score: Raw -292684.020197 + Penalty 2545.662443 = -290138.357754
  nChanged 84
		SP:Iteration 6Q (9955.100000 sec): 3 clusters
  Score: Raw -292730.535958 + Penalty 2545.662443 = -290184.873515
  nChanged 61
		SP:Iteration 7Q (9955.100000 sec): 3 clusters
  Score: Raw -292757.496777 + Penalty 2545.662443 = -290211.834334
  nChanged 52
		SP:Iteration 8Q (9955.110000 sec): 3 clusters
  Score: Raw -292782.193060 + Penalty 2545.662443 = -290236.530617
  nChanged 37
		SP:Iteration 9Q (9955.120000 sec): 3 clusters
  Score: Raw -292802.822558 + Penalty 2545.662443 = -290257.160115
  nChanged 37
		SP:Iteration 10Q (9955.120000 sec): 3 clusters
  Score: Raw -292832.620548 + Penalty 2545.662443 = -290286.958105
  nChanged 53
		SP:Iteration 11Q (9955.130000 sec): 3 clusters
  Score: Raw -292869.657585 + Penalty 2545.662443 = -290323.995142
  nChanged 56
		SP:Iteration 12Q (9955.140000 sec): 3 clusters
  Score: Raw -292905.735238 + Penalty 2545.662443 = -290360.072795
  nChanged 40
		SP:Iteration 13Q (9955.140000 sec): 3 clusters
  Score: Raw -292929.748345 + Penalty 2545.662443 = -290384.085902
  nChanged 44
		SP:Iteration 14Q (9955.150000 sec): 3 clusters
  Score: Raw -292957.363103 + Penalty 2545.662443 = -290411.700660
  nChanged 38
		SP:Iteration 15Q (9955.160000 sec): 3 clusters
  Score: Raw -292976.365925 + Penalty 2545.662443 = -290430.703482
  nChanged 32
		SP:Iteration 16Q (9955.160000 sec): 3 clusters
  Score: Raw -292998.112829 + Penalty 2545.662443 = -290452.450386
  nChanged 39
		SP:Iteration 17Q (9955.170000 sec): 3 clusters
  Score: Raw -293020.497075 + Penalty 2545.662443 = -290474.834632
  nChanged 36
		SP:Iteration 18Q (9955.170000 sec): 3 clusters
  Score: Raw -293046.208037 + Penalty 2545.662443 = -290500.545594
  nChanged 40
		SP:Iteration 19Q (9955.180000 sec): 3 clusters
  Score: Raw -293070.681114 + Penalty 2545.662443 = -290525.018671
  nChanged 37
		SP:Iteration 20F (9955.180000 sec): 3 clusters
  Score: Raw -293095.119885 + Penalty 2545.662443 = -290549.457442
  nChanged 36
		SP:Iteration 21Q (9955.190000 sec): 3 clusters
  Score: Raw -293117.905945 + Penalty 2545.662443 = -290572.243502
  nChanged 23
		SP:Iteration 22Q (9955.200000 sec): 3 clusters
  Score: Raw -293129.834691 + Penalty 2545.662443 = -290584.172248
  nChanged 22
		SP:Iteration 23Q (9955.200000 sec): 3 clusters
  Score: Raw -293143.224809 + Penalty 2545.662443 = -290597.562366
  nChanged 19
		SP:Iteration 24Q (9955.210000 sec): 3 clusters
  Score: Raw -293153.130407 + Penalty 2545.662443 = -290607.467964
  nChanged 20
		SP:Iteration 25Q (9955.220000 sec): 3 clusters
  Score: Raw -293164.891340 + Penalty 2545.662443 = -290619.228897
  nChanged 18
		SP:Iteration 26Q (9955.220000 sec): 3 clusters
  Score: Raw -293174.105264 + Penalty 2545.662443 = -290628.442822
  nChanged 19
		SP:Iteration 27Q (9955.230000 sec): 3 clusters
  Score: Raw -293184.738372 + Penalty 2545.662443 = -290639.075929
  nChanged 17
		SP:Iteration 28Q (9955.230000 sec): 3 clusters
  Score: Raw -293193.216549 + Penalty 2545.662443 = -290647.554106
  nChanged 15
		SP:Iteration 29Q (9955.240000 sec): 3 clusters
  Score: Raw -293201.624368 + Penalty 2545.662443 = -290655.961925
  nChanged 13
		SP:Iteration 30Q (9955.240000 sec): 3 clusters
  Score: Raw -293206.966783 + Penalty 2545.662443 = -290661.304340
  nChanged 7
		SP:Iteration 31Q (9955.250000 sec): 3 clusters
  Score: Raw -293208.977375 + Penalty 2545.662443 = -290663.314932
  nChanged 3
		SP:Iteration 32Q (9955.260000 sec): 3 clusters
  Score: Raw -293209.886156 + Penalty 2545.662443 = -290664.223713
  nChanged 3
		SP:Iteration 33Q (9955.260000 sec): 3 clusters
  Score: Raw -293212.001337 + Penalty 2545.662443 = -290666.338894
  nChanged 7
		SP:Iteration 34Q (9955.270000 sec): 3 clusters
  Score: Raw -293214.903703 + Penalty 2545.662443 = -290669.241260
  nChanged 5
		SP:Iteration 35Q (9955.270000 sec): 3 clusters
  Score: Raw -293217.370847 + Penalty 2545.662443 = -290671.708404
  nChanged 5
		SP:Iteration 36Q (9955.280000 sec): 3 clusters
  Score: Raw -293220.507116 + Penalty 2545.662443 = -290674.844673
  nChanged 5
		SP:Iteration 37Q (9955.280000 sec): 3 clusters
  Score: Raw -293222.195837 + Penalty 2545.662443 = -290676.533394
  nChanged 0
		SP:Iteration 38F (9955.290000 sec): 3 clusters
  Score: Raw -293222.195837 + Penalty 2545.662443 = -290676.533394
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (2603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9955.300000 sec): 2 clusters
  Score: Raw -279466.747889 + Penalty 1277.968235 = -278188.779655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9955.310000 sec): 3 clusters
  Score: Raw -278279.808852 + Penalty 2555.936469 = -275723.872383
  nChanged 957
		SP:Iteration 1F (9955.310000 sec): 3 clusters
  Score: Raw -278924.255608 + Penalty 2555.936469 = -276368.319139
  nChanged 216
		SP:Iteration 2F (9955.320000 sec): 3 clusters
  Score: Raw -279107.139084 + Penalty 2555.936469 = -276551.202615
  nChanged 166
		SP:Iteration 3F (9955.330000 sec): 3 clusters
  Score: Raw -279265.484964 + Penalty 2555.936469 = -276709.548495
  nChanged 164
		SP:Iteration 4F (9955.330000 sec): 3 clusters
  Score: Raw -279446.332590 + Penalty 2555.936469 = -276890.396120
  nChanged 150
		SP:Iteration 5F (9955.340000 sec): 3 clusters
  Score: Raw -279612.323725 + Penalty 2555.936469 = -277056.387256
  nChanged 115
		SP:Iteration 6Q (9955.340000 sec): 3 clusters
  Score: Raw -279738.617382 + Penalty 2555.936469 = -277182.680913
  nChanged 99
		SP:Iteration 7Q (9955.350000 sec): 3 clusters
  Score: Raw -279841.235258 + Penalty 2555.936469 = -277285.298789
  nChanged 71
		SP:Iteration 8Q (9955.360000 sec): 3 clusters
  Score: Raw -279910.512704 + Penalty 2555.936469 = -277354.576234
  nChanged 62
		SP:Iteration 9Q (9955.360000 sec): 3 clusters
  Score: Raw -279969.509546 + Penalty 2555.936469 = -277413.573077
  nChanged 63
		SP:Iteration 10Q (9955.370000 sec): 3 clusters
  Score: Raw -280016.671854 + Penalty 2555.936469 = -277460.735385
  nChanged 57
		SP:Iteration 11Q (9955.380000 sec): 3 clusters
  Score: Raw -280060.184895 + Penalty 2555.936469 = -277504.248426
  nChanged 40
		SP:Iteration 12Q (9955.380000 sec): 3 clusters
  Score: Raw -280085.632731 + Penalty 2555.936469 = -277529.696262
  nChanged 30
		SP:Iteration 13Q (9955.390000 sec): 3 clusters
  Score: Raw -280106.256490 + Penalty 2555.936469 = -277550.320021
  nChanged 24
		SP:Iteration 14Q (9955.390000 sec): 3 clusters
  Score: Raw -280122.627979 + Penalty 2555.936469 = -277566.691510
  nChanged 28
		SP:Iteration 15Q (9955.400000 sec): 3 clusters
  Score: Raw -280141.176062 + Penalty 2555.936469 = -277585.239593
  nChanged 26
		SP:Iteration 16Q (9955.400000 sec): 3 clusters
  Score: Raw -280155.918279 + Penalty 2555.936469 = -277599.981810
  nChanged 25
		SP:Iteration 17Q (9955.410000 sec): 3 clusters
  Score: Raw -280173.057635 + Penalty 2555.936469 = -277617.121165
  nChanged 20
		SP:Iteration 18Q (9955.420000 sec): 3 clusters
  Score: Raw -280188.140288 + Penalty 2555.936469 = -277632.203819
  nChanged 16
		SP:Iteration 19Q (9955.420000 sec): 3 clusters
  Score: Raw -280197.333649 + Penalty 2555.936469 = -277641.397180
  nChanged 10
		SP:Iteration 20F (9955.430000 sec): 3 clusters
  Score: Raw -280203.985840 + Penalty 2555.936469 = -277648.049371
  nChanged 8
		SP:Iteration 21Q (9955.440000 sec): 3 clusters
  Score: Raw -280206.708165 + Penalty 2555.936469 = -277650.771696
  nChanged 4
		SP:Iteration 22Q (9955.440000 sec): 3 clusters
  Score: Raw -280208.043975 + Penalty 2555.936469 = -277652.107505
  nChanged 2
		SP:Iteration 23Q (9955.450000 sec): 3 clusters
  Score: Raw -280210.682218 + Penalty 2555.936469 = -277654.745749
  nChanged 6
		SP:Iteration 24Q (9955.450000 sec): 3 clusters
  Score: Raw -280213.879101 + Penalty 2555.936469 = -277657.942632
  nChanged 6
		SP:Iteration 25Q (9955.460000 sec): 3 clusters
  Score: Raw -280217.638717 + Penalty 2555.936469 = -277661.702248
  nChanged 7
		SP:Iteration 26Q (9955.460000 sec): 3 clusters
  Score: Raw -280221.644892 + Penalty 2555.936469 = -277665.708423
  nChanged 10
		SP:Iteration 27Q (9955.470000 sec): 3 clusters
  Score: Raw -280228.720577 + Penalty 2555.936469 = -277672.784107
  nChanged 12
		SP:Iteration 28Q (9955.480000 sec): 3 clusters
  Score: Raw -280238.187459 + Penalty 2555.936469 = -277682.250990
  nChanged 13
		SP:Iteration 29Q (9955.480000 sec): 3 clusters
  Score: Raw -280247.470181 + Penalty 2555.936469 = -277691.533712
  nChanged 9
		SP:Iteration 30Q (9955.480000 sec): 3 clusters
  Score: Raw -280253.770892 + Penalty 2555.936469 = -277697.834423
  nChanged 9
		SP:Iteration 31Q (9955.490000 sec): 3 clusters
  Score: Raw -280258.543271 + Penalty 2555.936469 = -277702.606802
  nChanged 4
		SP:Iteration 32Q (9955.490000 sec): 3 clusters
  Score: Raw -280260.410610 + Penalty 2555.936469 = -277704.474140
  nChanged 5
		SP:Iteration 33Q (9955.500000 sec): 3 clusters
  Score: Raw -280265.342632 + Penalty 2555.936469 = -277709.406163
  nChanged 10
		SP:Iteration 34Q (9955.500000 sec): 3 clusters
  Score: Raw -280272.711057 + Penalty 2555.936469 = -277716.774588
  nChanged 8
		SP:Iteration 35Q (9955.510000 sec): 3 clusters
  Score: Raw -280276.694189 + Penalty 2555.936469 = -277720.757720
  nChanged 6
		SP:Iteration 36Q (9955.520000 sec): 3 clusters
  Score: Raw -280279.512464 + Penalty 2555.936469 = -277723.575995
  nChanged 2
		SP:Iteration 37Q (9955.520000 sec): 3 clusters
  Score: Raw -280280.454120 + Penalty 2555.936469 = -277724.517651
  nChanged 1
		SP:Iteration 38Q (9955.530000 sec): 3 clusters
  Score: Raw -280281.187235 + Penalty 2555.936469 = -277725.250766
  nChanged 1
		SP:Iteration 39Q (9955.530000 sec): 3 clusters
  Score: Raw -280282.002617 + Penalty 2555.936469 = -277726.066148
  nChanged 3
		SP:Iteration 40F (9955.540000 sec): 3 clusters
  Score: Raw -280285.097931 + Penalty 2555.936469 = -277729.161462
  nChanged 1
		SP:Iteration 41Q (9955.540000 sec): 3 clusters
  Score: Raw -280285.970203 + Penalty 2555.936469 = -277730.033734
  nChanged 2
		SP:Iteration 42Q (9955.550000 sec): 3 clusters
  Score: Raw -280287.454730 + Penalty 2555.936469 = -277731.518260
  nChanged 2
		SP:Iteration 43Q (9955.560000 sec): 3 clusters
  Score: Raw -280288.580875 + Penalty 2555.936469 = -277732.644406
  nChanged 2
		SP:Iteration 44Q (9955.560000 sec): 3 clusters
  Score: Raw -280289.310462 + Penalty 2555.936469 = -277733.373993
  nChanged 0
		SP:Iteration 45F (9955.570000 sec): 3 clusters
  Score: Raw -280289.310462 + Penalty 2555.936469 = -277733.373993
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9955.600000 sec): 2 clusters
  Score: Raw -1217475.441121 + Penalty 1505.503861 = -1215969.937260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9955.630000 sec): 3 clusters
  Score: Raw -1211437.552810 + Penalty 3011.007722 = -1208426.545088
  nChanged 4544
		SP:Iteration 1F (9955.660000 sec): 3 clusters
  Score: Raw -1213935.293798 + Penalty 3011.007722 = -1210924.286076
  nChanged 553
		SP:Iteration 2F (9955.680000 sec): 3 clusters
  Score: Raw -1214169.685514 + Penalty 3011.007722 = -1211158.677792
  nChanged 522
		SP:Iteration 3Q (9955.710000 sec): 3 clusters
  Score: Raw -1214402.406399 + Penalty 3011.007722 = -1211391.398677
  nChanged 503
		SP:Iteration 4Q (9955.730000 sec): 3 clusters
  Score: Raw -1214656.232990 + Penalty 3011.007722 = -1211645.225268
  nChanged 592
		SP:Iteration 5F (9955.760000 sec): 3 clusters
  Score: Raw -1215026.005053 + Penalty 3011.007722 = -1212014.997331
  nChanged 682
		SP:Iteration 6F (9955.790000 sec): 3 clusters
  Score: Raw -1215516.190956 + Penalty 3011.007722 = -1212505.183234
  nChanged 702
		SP:Iteration 7F (9955.810000 sec): 3 clusters
  Score: Raw -1216104.126252 + Penalty 3011.007722 = -1213093.118530
  nChanged 679
		SP:Iteration 8F (9955.840000 sec): 3 clusters
  Score: Raw -1216691.097536 + Penalty 3011.007722 = -1213680.089814
  nChanged 540
		SP:Iteration 9F (9955.860000 sec): 3 clusters
  Score: Raw -1217163.017656 + Penalty 3011.007722 = -1214152.009934
  nChanged 345
		SP:Iteration 10Q (9955.890000 sec): 3 clusters
  Score: Raw -1217479.598805 + Penalty 3011.007722 = -1214468.591083
  nChanged 208
		SP:Iteration 11Q (9955.920000 sec): 3 clusters
  Score: Raw -1217691.233237 + Penalty 3011.007722 = -1214680.225514
  nChanged 159
		SP:Iteration 12Q (9955.940000 sec): 3 clusters
  Score: Raw -1217874.360739 + Penalty 3011.007722 = -1214863.353017
  nChanged 145
		SP:Iteration 13Q (9955.960000 sec): 3 clusters
  Score: Raw -1218015.823843 + Penalty 3011.007722 = -1215004.816121
  nChanged 94
		SP:Iteration 14Q (9955.980000 sec): 3 clusters
  Score: Raw -1218116.368756 + Penalty 3011.007722 = -1215105.361034
  nChanged 72
		SP:Iteration 15Q (9956.000000 sec): 3 clusters
  Score: Raw -1218199.285160 + Penalty 3011.007722 = -1215188.277438
  nChanged 61
		SP:Iteration 16Q (9956.020000 sec): 3 clusters
  Score: Raw -1218240.922188 + Penalty 3011.007722 = -1215229.914466
  nChanged 34
		SP:Iteration 17Q (9956.050000 sec): 3 clusters
  Score: Raw -1218258.325913 + Penalty 3011.007722 = -1215247.318191
  nChanged 32
		SP:Iteration 18Q (9956.070000 sec): 3 clusters
  Score: Raw -1218274.259232 + Penalty 3011.007722 = -1215263.251510
  nChanged 24
		SP:Iteration 19Q (9956.090000 sec): 3 clusters
  Score: Raw -1218283.397312 + Penalty 3011.007722 = -1215272.389589
  nChanged 8
		SP:Iteration 20F (9956.110000 sec): 3 clusters
  Score: Raw -1218285.322542 + Penalty 3011.007722 = -1215274.314820
  nChanged 7
		SP:Iteration 21Q (9956.130000 sec): 3 clusters
  Score: Raw -1218286.715623 + Penalty 3011.007722 = -1215275.707901
  nChanged 6
		SP:Iteration 22Q (9956.150000 sec): 3 clusters
  Score: Raw -1218288.919285 + Penalty 3011.007722 = -1215277.911563
  nChanged 2
		SP:Iteration 23Q (9956.170000 sec): 3 clusters
  Score: Raw -1218289.308622 + Penalty 3011.007722 = -1215278.300900
  nChanged 1
		SP:Iteration 24Q (9956.190000 sec): 3 clusters
  Score: Raw -1218289.376924 + Penalty 3011.007722 = -1215278.369202
  nChanged 1
		SP:Iteration 25Q (9956.210000 sec): 3 clusters
  Score: Raw -1218289.559146 + Penalty 3011.007722 = -1215278.551424
  nChanged 2
		SP:Iteration 26Q (9956.230000 sec): 3 clusters
  Score: Raw -1218289.789084 + Penalty 3011.007722 = -1215278.781362
  nChanged 2
		SP:Iteration 27Q (9956.250000 sec): 3 clusters
  Score: Raw -1218290.120289 + Penalty 3011.007722 = -1215279.112566
  nChanged 0
		SP:Iteration 28F (9956.280000 sec): 3 clusters
  Score: Raw -1218290.120289 + Penalty 3011.007722 = -1215279.112566
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9956.290000 sec): 2 clusters
  Score: Raw -30267.997775 + Penalty 915.071915 = -29352.925861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9956.290000 sec): 3 clusters
  Score: Raw -30327.241153 + Penalty 1830.143829 = -28497.097324
  nChanged 43
		SP:Iteration 1F (9956.290000 sec): 3 clusters
  Score: Raw -30438.358714 + Penalty 1830.143829 = -28608.214885
  nChanged 9
		SP:Iteration 2Q (9956.290000 sec): 3 clusters
  Score: Raw -30462.073276 + Penalty 1830.143829 = -28631.929447
  nChanged 3
		SP:Iteration 3Q (9956.290000 sec): 3 clusters
  Score: Raw -30469.013873 + Penalty 1830.143829 = -28638.870044
  nChanged 2
		SP:Iteration 4Q (9956.290000 sec): 3 clusters
  Score: Raw -30473.141157 + Penalty 1830.143829 = -28642.997328
  nChanged 0
		SP:Iteration 5F (9956.290000 sec): 3 clusters
  Score: Raw -30473.141157 + Penalty 1830.143829 = -28642.997328
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9956.300000 sec): 2 clusters
  Score: Raw -54466.163474 + Penalty 1010.845903 = -53455.317571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9956.300000 sec): 3 clusters
  Score: Raw -54448.722300 + Penalty 2021.691805 = -52427.030495
  nChanged 145
		SP:Iteration 1F (9956.300000 sec): 3 clusters
  Score: Raw -54694.696876 + Penalty 2021.691805 = -52673.005071
  nChanged 38
		SP:Iteration 2F (9956.300000 sec): 3 clusters
  Score: Raw -54745.286162 + Penalty 2021.691805 = -52723.594356
  nChanged 13
		SP:Iteration 3Q (9956.300000 sec): 3 clusters
  Score: Raw -54774.916864 + Penalty 2021.691805 = -52753.225059
  nChanged 7
		SP:Iteration 4Q (9956.310000 sec): 3 clusters
  Score: Raw -54784.049459 + Penalty 2021.691805 = -52762.357653
  nChanged 5
		SP:Iteration 5Q (9956.310000 sec): 3 clusters
  Score: Raw -54789.567557 + Penalty 2021.691805 = -52767.875752
  nChanged 4
		SP:Iteration 6Q (9956.310000 sec): 3 clusters
  Score: Raw -54801.368837 + Penalty 2021.691805 = -52779.677032
  nChanged 5
		SP:Iteration 7Q (9956.310000 sec): 3 clusters
  Score: Raw -54812.667064 + Penalty 2021.691805 = -52790.975258
  nChanged 4
		SP:Iteration 8Q (9956.310000 sec): 3 clusters
  Score: Raw -54818.877233 + Penalty 2021.691805 = -52797.185427
  nChanged 2
		SP:Iteration 9Q (9956.310000 sec): 3 clusters
  Score: Raw -54823.584374 + Penalty 2021.691805 = -52801.892569
  nChanged 0
		SP:Iteration 10F (9956.310000 sec): 3 clusters
  Score: Raw -54823.584374 + Penalty 2021.691805 = -52801.892569
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9956.330000 sec): 2 clusters
  Score: Raw -399650.132864 + Penalty 1331.786555 = -398318.346309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9956.330000 sec): 3 clusters
  Score: Raw -397903.635340 + Penalty 2663.573109 = -395240.062231
  nChanged 1399
		SP:Iteration 1F (9956.340000 sec): 3 clusters
  Score: Raw -398753.470927 + Penalty 2663.573109 = -396089.897818
  nChanged 276
		SP:Iteration 2F (9956.350000 sec): 3 clusters
  Score: Raw -398960.501431 + Penalty 2663.573109 = -396296.928321
  nChanged 209
		SP:Iteration 3F (9956.360000 sec): 3 clusters
  Score: Raw -399099.651756 + Penalty 2663.573109 = -396436.078647
  nChanged 165
		SP:Iteration 4Q (9956.370000 sec): 3 clusters
  Score: Raw -399199.467498 + Penalty 2663.573109 = -396535.894389
  nChanged 150
		SP:Iteration 5Q (9956.380000 sec): 3 clusters
  Score: Raw -399277.974484 + Penalty 2663.573109 = -396614.401375
  nChanged 112
		SP:Iteration 6Q (9956.390000 sec): 3 clusters
  Score: Raw -399343.705059 + Penalty 2663.573109 = -396680.131949
  nChanged 117
		SP:Iteration 7Q (9956.400000 sec): 3 clusters
  Score: Raw -399412.725280 + Penalty 2663.573109 = -396749.152171
  nChanged 112
		SP:Iteration 8Q (9956.410000 sec): 3 clusters
  Score: Raw -399478.970137 + Penalty 2663.573109 = -396815.397028
  nChanged 94
		SP:Iteration 9Q (9956.410000 sec): 3 clusters
  Score: Raw -399530.186310 + Penalty 2663.573109 = -396866.613201
  nChanged 78
		SP:Iteration 10Q (9956.420000 sec): 3 clusters
  Score: Raw -399571.497733 + Penalty 2663.573109 = -396907.924624
  nChanged 69
		SP:Iteration 11Q (9956.430000 sec): 3 clusters
  Score: Raw -399601.555414 + Penalty 2663.573109 = -396937.982304
  nChanged 59
		SP:Iteration 12Q (9956.440000 sec): 3 clusters
  Score: Raw -399629.290668 + Penalty 2663.573109 = -396965.717558
  nChanged 40
		SP:Iteration 13Q (9956.450000 sec): 3 clusters
  Score: Raw -399646.983660 + Penalty 2663.573109 = -396983.410550
  nChanged 34
		SP:Iteration 14Q (9956.460000 sec): 3 clusters
  Score: Raw -399661.453695 + Penalty 2663.573109 = -396997.880585
  nChanged 34
		SP:Iteration 15Q (9956.470000 sec): 3 clusters
  Score: Raw -399674.413271 + Penalty 2663.573109 = -397010.840161
  nChanged 26
		SP:Iteration 16Q (9956.470000 sec): 3 clusters
  Score: Raw -399688.598911 + Penalty 2663.573109 = -397025.025801
  nChanged 25
		SP:Iteration 17Q (9956.480000 sec): 3 clusters
  Score: Raw -399697.317795 + Penalty 2663.573109 = -397033.744686
  nChanged 25
		SP:Iteration 18Q (9956.490000 sec): 3 clusters
  Score: Raw -399705.852034 + Penalty 2663.573109 = -397042.278924
  nChanged 17
		SP:Iteration 19Q (9956.500000 sec): 3 clusters
  Score: Raw -399712.172920 + Penalty 2663.573109 = -397048.599811
  nChanged 18
		SP:Iteration 20F (9956.510000 sec): 3 clusters
  Score: Raw -399717.832531 + Penalty 2663.573109 = -397054.259422
  nChanged 19
		SP:Iteration 21Q (9956.520000 sec): 3 clusters
  Score: Raw -399724.097403 + Penalty 2663.573109 = -397060.524293
  nChanged 23
		SP:Iteration 22Q (9956.530000 sec): 3 clusters
  Score: Raw -399730.808514 + Penalty 2663.573109 = -397067.235405
  nChanged 17
		SP:Iteration 23Q (9956.530000 sec): 3 clusters
  Score: Raw -399736.914279 + Penalty 2663.573109 = -397073.341170
  nChanged 20
		SP:Iteration 24Q (9956.540000 sec): 3 clusters
  Score: Raw -399744.930473 + Penalty 2663.573109 = -397081.357364
  nChanged 20
		SP:Iteration 25Q (9956.550000 sec): 3 clusters
  Score: Raw -399753.055433 + Penalty 2663.573109 = -397089.482324
  nChanged 23
		SP:Iteration 26Q (9956.560000 sec): 3 clusters
  Score: Raw -399760.114895 + Penalty 2663.573109 = -397096.541786
  nChanged 18
		SP:Iteration 27Q (9956.570000 sec): 3 clusters
  Score: Raw -399766.077922 + Penalty 2663.573109 = -397102.504813
  nChanged 10
		SP:Iteration 28Q (9956.580000 sec): 3 clusters
  Score: Raw -399768.816469 + Penalty 2663.573109 = -397105.243360
  nChanged 10
		SP:Iteration 29Q (9956.590000 sec): 3 clusters
  Score: Raw -399771.430255 + Penalty 2663.573109 = -397107.857145
  nChanged 9
		SP:Iteration 30Q (9956.590000 sec): 3 clusters
  Score: Raw -399773.694326 + Penalty 2663.573109 = -397110.121217
  nChanged 4
		SP:Iteration 31Q (9956.600000 sec): 3 clusters
  Score: Raw -399774.820383 + Penalty 2663.573109 = -397111.247273
  nChanged 5
		SP:Iteration 32Q (9956.610000 sec): 3 clusters
  Score: Raw -399775.821002 + Penalty 2663.573109 = -397112.247893
  nChanged 6
		SP:Iteration 33Q (9956.620000 sec): 3 clusters
  Score: Raw -399778.119339 + Penalty 2663.573109 = -397114.546230
  nChanged 5
		SP:Iteration 34Q (9956.630000 sec): 3 clusters
  Score: Raw -399779.185419 + Penalty 2663.573109 = -397115.612310
  nChanged 1
		SP:Iteration 35Q (9956.630000 sec): 3 clusters
  Score: Raw -399779.680803 + Penalty 2663.573109 = -397116.107693
  nChanged 4
		SP:Iteration 36Q (9956.650000 sec): 3 clusters
  Score: Raw -399781.113335 + Penalty 2663.573109 = -397117.540226
  nChanged 5
		SP:Iteration 37Q (9956.650000 sec): 3 clusters
  Score: Raw -399781.812167 + Penalty 2663.573109 = -397118.239058
  nChanged 4
		SP:Iteration 38Q (9956.660000 sec): 3 clusters
  Score: Raw -399782.976071 + Penalty 2663.573109 = -397119.402962
  nChanged 5
		SP:Iteration 39Q (9956.670000 sec): 3 clusters
  Score: Raw -399784.780958 + Penalty 2663.573109 = -397121.207849
  nChanged 3
		SP:Iteration 40F (9956.680000 sec): 3 clusters
  Score: Raw -399786.313449 + Penalty 2663.573109 = -397122.740339
  nChanged 5
		SP:Iteration 41Q (9956.690000 sec): 3 clusters
  Score: Raw -399788.890236 + Penalty 2663.573109 = -397125.317127
  nChanged 5
		SP:Iteration 42Q (9956.690000 sec): 3 clusters
  Score: Raw -399791.381983 + Penalty 2663.573109 = -397127.808873
  nChanged 9
		SP:Iteration 43Q (9956.700000 sec): 3 clusters
  Score: Raw -399793.535078 + Penalty 2663.573109 = -397129.961968
  nChanged 10
		SP:Iteration 44Q (9956.710000 sec): 3 clusters
  Score: Raw -399796.815382 + Penalty 2663.573109 = -397133.242273
  nChanged 9
		SP:Iteration 45Q (9956.720000 sec): 3 clusters
  Score: Raw -399798.840332 + Penalty 2663.573109 = -397135.267223
  nChanged 3
		SP:Iteration 46Q (9956.730000 sec): 3 clusters
  Score: Raw -399799.374344 + Penalty 2663.573109 = -397135.801235
  nChanged 3
		SP:Iteration 47Q (9956.740000 sec): 3 clusters
  Score: Raw -399799.926803 + Penalty 2663.573109 = -397136.353693
  nChanged 3
		SP:Iteration 48Q (9956.750000 sec): 3 clusters
  Score: Raw -399801.394768 + Penalty 2663.573109 = -397137.821659
  nChanged 5
		SP:Iteration 49Q (9956.750000 sec): 3 clusters
  Score: Raw -399802.558001 + Penalty 2663.573109 = -397138.984892
  nChanged 3
		SP:Iteration 50Q (9956.760000 sec): 3 clusters
  Score: Raw -399803.530395 + Penalty 2663.573109 = -397139.957285
  nChanged 3
		SP:Iteration 51Q (9956.770000 sec): 3 clusters
  Score: Raw -399804.994097 + Penalty 2663.573109 = -397141.420988
  nChanged 3
		SP:Iteration 52Q (9956.780000 sec): 3 clusters
  Score: Raw -399805.507434 + Penalty 2663.573109 = -397141.934324
  nChanged 0
		SP:Iteration 53F (9956.790000 sec): 3 clusters
  Score: Raw -399805.507434 + Penalty 2663.573109 = -397141.934324
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9956.810000 sec): 2 clusters
  Score: Raw -732810.778141 + Penalty 1423.548136 = -731387.230006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9956.830000 sec): 3 clusters
  Score: Raw -729403.630259 + Penalty 2847.096272 = -726556.533988
  nChanged 2647
		SP:Iteration 1F (9956.840000 sec): 3 clusters
  Score: Raw -730847.603764 + Penalty 2847.096272 = -728000.507493
  nChanged 445
		SP:Iteration 2F (9956.860000 sec): 3 clusters
  Score: Raw -731078.431755 + Penalty 2847.096272 = -728231.335483
  nChanged 344
		SP:Iteration 3F (9956.870000 sec): 3 clusters
  Score: Raw -731249.010671 + Penalty 2847.096272 = -728401.914400
  nChanged 324
		SP:Iteration 4F (9956.890000 sec): 3 clusters
  Score: Raw -731417.338385 + Penalty 2847.096272 = -728570.242113
  nChanged 266
		SP:Iteration 5Q (9956.910000 sec): 3 clusters
  Score: Raw -731543.144903 + Penalty 2847.096272 = -728696.048631
  nChanged 217
		SP:Iteration 6Q (9956.920000 sec): 3 clusters
  Score: Raw -731638.518378 + Penalty 2847.096272 = -728791.422106
  nChanged 193
		SP:Iteration 7Q (9956.940000 sec): 3 clusters
  Score: Raw -731726.900414 + Penalty 2847.096272 = -728879.804142
  nChanged 172
		SP:Iteration 8Q (9956.950000 sec): 3 clusters
  Score: Raw -731803.884213 + Penalty 2847.096272 = -728956.787942
  nChanged 159
		SP:Iteration 9Q (9956.970000 sec): 3 clusters
  Score: Raw -731864.470420 + Penalty 2847.096272 = -729017.374148
  nChanged 139
		SP:Iteration 10Q (9956.990000 sec): 3 clusters
  Score: Raw -731907.690304 + Penalty 2847.096272 = -729060.594032
  nChanged 100
		SP:Iteration 11Q (9957.000000 sec): 3 clusters
  Score: Raw -731937.360652 + Penalty 2847.096272 = -729090.264381
  nChanged 92
		SP:Iteration 12Q (9957.020000 sec): 3 clusters
  Score: Raw -731966.815335 + Penalty 2847.096272 = -729119.719063
  nChanged 89
		SP:Iteration 13Q (9957.030000 sec): 3 clusters
  Score: Raw -731990.850317 + Penalty 2847.096272 = -729143.754045
  nChanged 78
		SP:Iteration 14Q (9957.050000 sec): 3 clusters
  Score: Raw -732012.829144 + Penalty 2847.096272 = -729165.732872
  nChanged 73
		SP:Iteration 15Q (9957.070000 sec): 3 clusters
  Score: Raw -732031.057424 + Penalty 2847.096272 = -729183.961152
  nChanged 66
		SP:Iteration 16Q (9957.080000 sec): 3 clusters
  Score: Raw -732049.549664 + Penalty 2847.096272 = -729202.453392
  nChanged 70
		SP:Iteration 17Q (9957.090000 sec): 3 clusters
  Score: Raw -732066.964472 + Penalty 2847.096272 = -729219.868201
  nChanged 53
		SP:Iteration 18Q (9957.110000 sec): 3 clusters
  Score: Raw -732080.466802 + Penalty 2847.096272 = -729233.370530
  nChanged 49
		SP:Iteration 19Q (9957.130000 sec): 3 clusters
  Score: Raw -732093.333600 + Penalty 2847.096272 = -729246.237328
  nChanged 45
		SP:Iteration 20F (9957.140000 sec): 3 clusters
  Score: Raw -732103.857928 + Penalty 2847.096272 = -729256.761657
  nChanged 33
		SP:Iteration 21Q (9957.160000 sec): 3 clusters
  Score: Raw -732111.039549 + Penalty 2847.096272 = -729263.943277
  nChanged 33
		SP:Iteration 22Q (9957.170000 sec): 3 clusters
  Score: Raw -732118.210258 + Penalty 2847.096272 = -729271.113986
  nChanged 22
		SP:Iteration 23Q (9957.190000 sec): 3 clusters
  Score: Raw -732123.532996 + Penalty 2847.096272 = -729276.436724
  nChanged 22
		SP:Iteration 24Q (9957.210000 sec): 3 clusters
  Score: Raw -732128.633869 + Penalty 2847.096272 = -729281.537598
  nChanged 22
		SP:Iteration 25Q (9957.220000 sec): 3 clusters
  Score: Raw -732133.666798 + Penalty 2847.096272 = -729286.570526
  nChanged 20
		SP:Iteration 26Q (9957.240000 sec): 3 clusters
  Score: Raw -732137.812888 + Penalty 2847.096272 = -729290.716616
  nChanged 15
		SP:Iteration 27Q (9957.250000 sec): 3 clusters
  Score: Raw -732140.434970 + Penalty 2847.096272 = -729293.338698
  nChanged 13
		SP:Iteration 28Q (9957.270000 sec): 3 clusters
  Score: Raw -732143.074765 + Penalty 2847.096272 = -729295.978494
  nChanged 15
		SP:Iteration 29Q (9957.290000 sec): 3 clusters
  Score: Raw -732146.461684 + Penalty 2847.096272 = -729299.365413
  nChanged 16
		SP:Iteration 30Q (9957.300000 sec): 3 clusters
  Score: Raw -732149.796252 + Penalty 2847.096272 = -729302.699981
  nChanged 11
		SP:Iteration 31Q (9957.320000 sec): 3 clusters
  Score: Raw -732152.027113 + Penalty 2847.096272 = -729304.930842
  nChanged 13
		SP:Iteration 32Q (9957.330000 sec): 3 clusters
  Score: Raw -732154.872979 + Penalty 2847.096272 = -729307.776707
  nChanged 9
		SP:Iteration 33Q (9957.350000 sec): 3 clusters
  Score: Raw -732156.449448 + Penalty 2847.096272 = -729309.353176
  nChanged 11
		SP:Iteration 34Q (9957.370000 sec): 3 clusters
  Score: Raw -732158.297047 + Penalty 2847.096272 = -729311.200775
  nChanged 5
		SP:Iteration 35Q (9957.380000 sec): 3 clusters
  Score: Raw -732159.110303 + Penalty 2847.096272 = -729312.014032
  nChanged 1
		SP:Iteration 36Q (9957.400000 sec): 3 clusters
  Score: Raw -732159.193207 + Penalty 2847.096272 = -729312.096935
  nChanged 0
		SP:Iteration 37F (9957.410000 sec): 3 clusters
  Score: Raw -732159.193207 + Penalty 2847.096272 = -729312.096935
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9957.420000 sec): 2 clusters
  Score: Raw -60857.950621 + Penalty 1019.035620 = -59838.915001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9957.420000 sec): 3 clusters
  Score: Raw -60769.273042 + Penalty 2038.071240 = -58731.201802
  nChanged 120
		SP:Iteration 1F (9957.430000 sec): 3 clusters
  Score: Raw -60910.253103 + Penalty 2038.071240 = -58872.181863
  nChanged 35
		SP:Iteration 2F (9957.430000 sec): 3 clusters
  Score: Raw -60962.313899 + Penalty 2038.071240 = -58924.242659
  nChanged 15
		SP:Iteration 3Q (9957.430000 sec): 3 clusters
  Score: Raw -60982.661049 + Penalty 2038.071240 = -58944.589809
  nChanged 10
		SP:Iteration 4Q (9957.430000 sec): 3 clusters
  Score: Raw -61002.530242 + Penalty 2038.071240 = -58964.459002
  nChanged 2
		SP:Iteration 5Q (9957.430000 sec): 3 clusters
  Score: Raw -61004.629444 + Penalty 2038.071240 = -58966.558204
  nChanged 1
		SP:Iteration 6Q (9957.430000 sec): 3 clusters
  Score: Raw -61005.927379 + Penalty 2038.071240 = -58967.856138
  nChanged 1
		SP:Iteration 7Q (9957.430000 sec): 3 clusters
  Score: Raw -61006.918756 + Penalty 2038.071240 = -58968.847515
  nChanged 2
		SP:Iteration 8Q (9957.430000 sec): 3 clusters
  Score: Raw -61008.193160 + Penalty 2038.071240 = -58970.121920
  nChanged 2
		SP:Iteration 9Q (9957.430000 sec): 3 clusters
  Score: Raw -61009.931170 + Penalty 2038.071240 = -58971.859929
  nChanged 1
		SP:Iteration 10Q (9957.440000 sec): 3 clusters
  Score: Raw -61010.757125 + Penalty 2038.071240 = -58972.685885
  nChanged 1
		SP:Iteration 11Q (9957.440000 sec): 3 clusters
  Score: Raw -61011.256224 + Penalty 2038.071240 = -58973.184984
  nChanged 0
		SP:Iteration 12F (9957.440000 sec): 3 clusters
  Score: Raw -61011.256224 + Penalty 2038.071240 = -58973.184984
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9957.450000 sec): 2 clusters
  Score: Raw -546392.310525 + Penalty 1376.935669 = -545015.374857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9957.470000 sec): 3 clusters
  Score: Raw -543942.105219 + Penalty 2753.871337 = -541188.233882
  nChanged 1863
		SP:Iteration 1F (9957.480000 sec): 3 clusters
  Score: Raw -544974.218901 + Penalty 2753.871337 = -542220.347563
  nChanged 337
		SP:Iteration 2F (9957.490000 sec): 3 clusters
  Score: Raw -545190.776149 + Penalty 2753.871337 = -542436.904812
  nChanged 267
		SP:Iteration 3F (9957.500000 sec): 3 clusters
  Score: Raw -545369.592771 + Penalty 2753.871337 = -542615.721434
  nChanged 253
		SP:Iteration 4F (9957.510000 sec): 3 clusters
  Score: Raw -545554.739678 + Penalty 2753.871337 = -542800.868340
  nChanged 245
		SP:Iteration 5F (9957.530000 sec): 3 clusters
  Score: Raw -545709.471120 + Penalty 2753.871337 = -542955.599783
  nChanged 199
		SP:Iteration 6Q (9957.540000 sec): 3 clusters
  Score: Raw -545846.713921 + Penalty 2753.871337 = -543092.842584
  nChanged 184
		SP:Iteration 7Q (9957.550000 sec): 3 clusters
  Score: Raw -545974.563807 + Penalty 2753.871337 = -543220.692470
  nChanged 180
		SP:Iteration 8Q (9957.560000 sec): 3 clusters
  Score: Raw -546098.340714 + Penalty 2753.871337 = -543344.469377
  nChanged 169
		SP:Iteration 9Q (9957.570000 sec): 3 clusters
  Score: Raw -546235.345285 + Penalty 2753.871337 = -543481.473947
  nChanged 150
		SP:Iteration 10Q (9957.590000 sec): 3 clusters
  Score: Raw -546350.506024 + Penalty 2753.871337 = -543596.634687
  nChanged 129
		SP:Iteration 11Q (9957.600000 sec): 3 clusters
  Score: Raw -546437.743504 + Penalty 2753.871337 = -543683.872167
  nChanged 96
		SP:Iteration 12Q (9957.610000 sec): 3 clusters
  Score: Raw -546502.847875 + Penalty 2753.871337 = -543748.976538
  nChanged 81
		SP:Iteration 13Q (9957.620000 sec): 3 clusters
  Score: Raw -546550.267874 + Penalty 2753.871337 = -543796.396537
  nChanged 83
		SP:Iteration 14Q (9957.630000 sec): 3 clusters
  Score: Raw -546593.486542 + Penalty 2753.871337 = -543839.615205
  nChanged 63
		SP:Iteration 15Q (9957.640000 sec): 3 clusters
  Score: Raw -546625.809309 + Penalty 2753.871337 = -543871.937971
  nChanged 39
		SP:Iteration 16Q (9957.650000 sec): 3 clusters
  Score: Raw -546645.400443 + Penalty 2753.871337 = -543891.529106
  nChanged 39
		SP:Iteration 17Q (9957.660000 sec): 3 clusters
  Score: Raw -546661.419645 + Penalty 2753.871337 = -543907.548308
  nChanged 26
		SP:Iteration 18Q (9957.670000 sec): 3 clusters
  Score: Raw -546672.563047 + Penalty 2753.871337 = -543918.691710
  nChanged 22
		SP:Iteration 19Q (9957.690000 sec): 3 clusters
  Score: Raw -546681.654116 + Penalty 2753.871337 = -543927.782779
  nChanged 17
		SP:Iteration 20F (9957.690000 sec): 3 clusters
  Score: Raw -546689.058265 + Penalty 2753.871337 = -543935.186928
  nChanged 18
		SP:Iteration 21Q (9957.710000 sec): 3 clusters
  Score: Raw -546696.695244 + Penalty 2753.871337 = -543942.823906
  nChanged 11
		SP:Iteration 22Q (9957.720000 sec): 3 clusters
  Score: Raw -546700.081274 + Penalty 2753.871337 = -543946.209937
  nChanged 10
		SP:Iteration 23Q (9957.730000 sec): 3 clusters
  Score: Raw -546703.018735 + Penalty 2753.871337 = -543949.147398
  nChanged 11
		SP:Iteration 24Q (9957.740000 sec): 3 clusters
  Score: Raw -546706.114593 + Penalty 2753.871337 = -543952.243256
  nChanged 8
		SP:Iteration 25Q (9957.750000 sec): 3 clusters
  Score: Raw -546707.756718 + Penalty 2753.871337 = -543953.885381
  nChanged 8
		SP:Iteration 26Q (9957.760000 sec): 3 clusters
  Score: Raw -546710.020231 + Penalty 2753.871337 = -543956.148894
  nChanged 6
		SP:Iteration 27Q (9957.770000 sec): 3 clusters
  Score: Raw -546711.634400 + Penalty 2753.871337 = -543957.763062
  nChanged 5
		SP:Iteration 28Q (9957.780000 sec): 3 clusters
  Score: Raw -546712.794859 + Penalty 2753.871337 = -543958.923521
  nChanged 5
		SP:Iteration 29Q (9957.790000 sec): 3 clusters
  Score: Raw -546714.455588 + Penalty 2753.871337 = -543960.584251
  nChanged 6
		SP:Iteration 30Q (9957.800000 sec): 3 clusters
  Score: Raw -546716.996135 + Penalty 2753.871337 = -543963.124798
  nChanged 9
		SP:Iteration 31Q (9957.810000 sec): 3 clusters
  Score: Raw -546719.352506 + Penalty 2753.871337 = -543965.481169
  nChanged 6
		SP:Iteration 32Q (9957.820000 sec): 3 clusters
  Score: Raw -546721.168369 + Penalty 2753.871337 = -543967.297032
  nChanged 3
		SP:Iteration 33Q (9957.830000 sec): 3 clusters
  Score: Raw -546721.716257 + Penalty 2753.871337 = -543967.844920
  nChanged 1
		SP:Iteration 34Q (9957.850000 sec): 3 clusters
  Score: Raw -546721.899925 + Penalty 2753.871337 = -543968.028588
  nChanged 1
		SP:Iteration 35Q (9957.850000 sec): 3 clusters
  Score: Raw -546721.986453 + Penalty 2753.871337 = -543968.115115
  nChanged 0
		SP:Iteration 36F (9957.870000 sec): 3 clusters
  Score: Raw -546721.986453 + Penalty 2753.871337 = -543968.115115
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9957.870000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9957.870000 sec): 3 clusters
  Score: Raw -42413.297469 + Penalty 1938.997690 = -40474.299779
  nChanged 92
		SP:Iteration 1F (9957.880000 sec): 3 clusters
  Score: Raw -42585.722508 + Penalty 1938.997690 = -40646.724818
  nChanged 29
		SP:Iteration 2F (9957.880000 sec): 3 clusters
  Score: Raw -42660.527201 + Penalty 1938.997690 = -40721.529511
  nChanged 9
		SP:Iteration 3Q (9957.880000 sec): 3 clusters
  Score: Raw -42678.076612 + Penalty 1938.997690 = -40739.078922
  nChanged 9
		SP:Iteration 4Q (9957.880000 sec): 3 clusters
  Score: Raw -42694.018400 + Penalty 1938.997690 = -40755.020710
  nChanged 4
		SP:Iteration 5Q (9957.880000 sec): 3 clusters
  Score: Raw -42699.997642 + Penalty 1938.997690 = -40760.999952
  nChanged 3
		SP:Iteration 6Q (9957.880000 sec): 3 clusters
  Score: Raw -42705.289239 + Penalty 1938.997690 = -40766.291549
  nChanged 2
		SP:Iteration 7Q (9957.880000 sec): 3 clusters
  Score: Raw -42709.592907 + Penalty 1938.997690 = -40770.595217
  nChanged 1
		SP:Iteration 8Q (9957.880000 sec): 3 clusters
  Score: Raw -42712.785631 + Penalty 1938.997690 = -40773.787941
  nChanged 0
		SP:Iteration 9F (9957.890000 sec): 3 clusters
  Score: Raw -42712.785631 + Penalty 1938.997690 = -40773.787941
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (2039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9957.890000 sec): 2 clusters
  Score: Raw -212395.841147 + Penalty 1238.284900 = -211157.556247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9957.900000 sec): 3 clusters
  Score: Raw -211528.555261 + Penalty 2476.569800 = -209051.985460
  nChanged 711
		SP:Iteration 1F (9957.910000 sec): 3 clusters
  Score: Raw -212082.927864 + Penalty 2476.569800 = -209606.358064
  nChanged 202
		SP:Iteration 2F (9957.910000 sec): 3 clusters
  Score: Raw -212360.023635 + Penalty 2476.569800 = -209883.453834
  nChanged 150
		SP:Iteration 3F (9957.910000 sec): 3 clusters
  Score: Raw -212580.424982 + Penalty 2476.569800 = -210103.855181
  nChanged 142
		SP:Iteration 4F (9957.920000 sec): 3 clusters
  Score: Raw -212789.471827 + Penalty 2476.569800 = -210312.902026
  nChanged 133
		SP:Iteration 5F (9957.930000 sec): 3 clusters
  Score: Raw -212973.205660 + Penalty 2476.569800 = -210496.635859
  nChanged 94
		SP:Iteration 6Q (9957.930000 sec): 3 clusters
  Score: Raw -213126.394476 + Penalty 2476.569800 = -210649.824676
  nChanged 82
		SP:Iteration 7Q (9957.930000 sec): 3 clusters
  Score: Raw -213271.497855 + Penalty 2476.569800 = -210794.928055
  nChanged 72
		SP:Iteration 8Q (9957.940000 sec): 3 clusters
  Score: Raw -213378.681223 + Penalty 2476.569800 = -210902.111423
  nChanged 43
		SP:Iteration 9Q (9957.940000 sec): 3 clusters
  Score: Raw -213436.057565 + Penalty 2476.569800 = -210959.487764
  nChanged 34
		SP:Iteration 10Q (9957.950000 sec): 3 clusters
  Score: Raw -213472.224255 + Penalty 2476.569800 = -210995.654455
  nChanged 25
		SP:Iteration 11Q (9957.950000 sec): 3 clusters
  Score: Raw -213490.340335 + Penalty 2476.569800 = -211013.770534
  nChanged 16
		SP:Iteration 12Q (9957.950000 sec): 3 clusters
  Score: Raw -213501.186904 + Penalty 2476.569800 = -211024.617104
  nChanged 7
		SP:Iteration 13Q (9957.960000 sec): 3 clusters
  Score: Raw -213505.025682 + Penalty 2476.569800 = -211028.455881
  nChanged 4
		SP:Iteration 14Q (9957.960000 sec): 3 clusters
  Score: Raw -213507.142634 + Penalty 2476.569800 = -211030.572834
  nChanged 3
		SP:Iteration 15Q (9957.970000 sec): 3 clusters
  Score: Raw -213508.956203 + Penalty 2476.569800 = -211032.386403
  nChanged 4
		SP:Iteration 16Q (9957.970000 sec): 3 clusters
  Score: Raw -213511.339984 + Penalty 2476.569800 = -211034.770183
  nChanged 3
		SP:Iteration 17Q (9957.980000 sec): 3 clusters
  Score: Raw -213512.524054 + Penalty 2476.569800 = -211035.954254
  nChanged 2
		SP:Iteration 18Q (9957.980000 sec): 3 clusters
  Score: Raw -213512.858621 + Penalty 2476.569800 = -211036.288820
  nChanged 0
		SP:Iteration 19F (9957.990000 sec): 3 clusters
  Score: Raw -213512.858621 + Penalty 2476.569800 = -211036.288820
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9958.000000 sec): 2 clusters
  Score: Raw -411626.854418 + Penalty 1346.764254 = -410280.090163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9958.010000 sec): 3 clusters
  Score: Raw -409676.906891 + Penalty 2693.528509 = -406983.378382
  nChanged 1536
		SP:Iteration 1F (9958.020000 sec): 3 clusters
  Score: Raw -410667.553975 + Penalty 2693.528509 = -407974.025466
  nChanged 363
		SP:Iteration 2F (9958.030000 sec): 3 clusters
  Score: Raw -410982.884634 + Penalty 2693.528509 = -408289.356125
  nChanged 281
		SP:Iteration 3F (9958.040000 sec): 3 clusters
  Score: Raw -411249.901809 + Penalty 2693.528509 = -408556.373300
  nChanged 233
		SP:Iteration 4F (9958.050000 sec): 3 clusters
  Score: Raw -411475.538416 + Penalty 2693.528509 = -408782.009907
  nChanged 211
		SP:Iteration 5F (9958.060000 sec): 3 clusters
  Score: Raw -411671.198471 + Penalty 2693.528509 = -408977.669962
  nChanged 188
		SP:Iteration 6Q (9958.070000 sec): 3 clusters
  Score: Raw -411815.517570 + Penalty 2693.528509 = -409121.989062
  nChanged 148
		SP:Iteration 7Q (9958.080000 sec): 3 clusters
  Score: Raw -411927.255940 + Penalty 2693.528509 = -409233.727431
  nChanged 119
		SP:Iteration 8Q (9958.090000 sec): 3 clusters
  Score: Raw -412002.098431 + Penalty 2693.528509 = -409308.569922
  nChanged 84
		SP:Iteration 9Q (9958.100000 sec): 3 clusters
  Score: Raw -412052.916376 + Penalty 2693.528509 = -409359.387867
  nChanged 77
		SP:Iteration 10Q (9958.110000 sec): 3 clusters
  Score: Raw -412089.564298 + Penalty 2693.528509 = -409396.035789
  nChanged 56
		SP:Iteration 11Q (9958.110000 sec): 3 clusters
  Score: Raw -412118.583610 + Penalty 2693.528509 = -409425.055101
  nChanged 52
		SP:Iteration 12Q (9958.130000 sec): 3 clusters
  Score: Raw -412139.923596 + Penalty 2693.528509 = -409446.395087
  nChanged 37
		SP:Iteration 13Q (9958.130000 sec): 3 clusters
  Score: Raw -412152.594650 + Penalty 2693.528509 = -409459.066142
  nChanged 21
		SP:Iteration 14Q (9958.140000 sec): 3 clusters
  Score: Raw -412161.404621 + Penalty 2693.528509 = -409467.876112
  nChanged 27
		SP:Iteration 15Q (9958.150000 sec): 3 clusters
  Score: Raw -412170.690188 + Penalty 2693.528509 = -409477.161679
  nChanged 20
		SP:Iteration 16Q (9958.160000 sec): 3 clusters
  Score: Raw -412179.367610 + Penalty 2693.528509 = -409485.839101
  nChanged 16
		SP:Iteration 17Q (9958.170000 sec): 3 clusters
  Score: Raw -412183.640880 + Penalty 2693.528509 = -409490.112371
  nChanged 11
		SP:Iteration 18Q (9958.180000 sec): 3 clusters
  Score: Raw -412187.161800 + Penalty 2693.528509 = -409493.633291
  nChanged 9
		SP:Iteration 19Q (9958.190000 sec): 3 clusters
  Score: Raw -412189.981497 + Penalty 2693.528509 = -409496.452988
  nChanged 7
		SP:Iteration 20F (9958.200000 sec): 3 clusters
  Score: Raw -412191.432325 + Penalty 2693.528509 = -409497.903816
  nChanged 6
		SP:Iteration 21Q (9958.210000 sec): 3 clusters
  Score: Raw -412193.467781 + Penalty 2693.528509 = -409499.939272
  nChanged 5
		SP:Iteration 22Q (9958.220000 sec): 3 clusters
  Score: Raw -412194.658285 + Penalty 2693.528509 = -409501.129776
  nChanged 6
		SP:Iteration 23Q (9958.230000 sec): 3 clusters
  Score: Raw -412195.695935 + Penalty 2693.528509 = -409502.167426
  nChanged 1
		SP:Iteration 24Q (9958.230000 sec): 3 clusters
  Score: Raw -412195.750273 + Penalty 2693.528509 = -409502.221764
  nChanged 0
		SP:Iteration 25F (9958.250000 sec): 3 clusters
  Score: Raw -412195.750273 + Penalty 2693.528509 = -409502.221764
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (2058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9958.250000 sec): 2 clusters
  Score: Raw -208216.375017 + Penalty 1239.792111 = -206976.582906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9958.260000 sec): 3 clusters
  Score: Raw -207321.291217 + Penalty 2479.584223 = -204841.706994
  nChanged 714
		SP:Iteration 1F (9958.270000 sec): 3 clusters
  Score: Raw -207843.995226 + Penalty 2479.584223 = -205364.411003
  nChanged 196
		SP:Iteration 2F (9958.270000 sec): 3 clusters
  Score: Raw -208071.598448 + Penalty 2479.584223 = -205592.014225
  nChanged 163
		SP:Iteration 3F (9958.280000 sec): 3 clusters
  Score: Raw -208239.383683 + Penalty 2479.584223 = -205759.799460
  nChanged 114
		SP:Iteration 4F (9958.280000 sec): 3 clusters
  Score: Raw -208366.005612 + Penalty 2479.584223 = -205886.421389
  nChanged 107
		SP:Iteration 5F (9958.290000 sec): 3 clusters
  Score: Raw -208488.391349 + Penalty 2479.584223 = -206008.807126
  nChanged 90
		SP:Iteration 6Q (9958.290000 sec): 3 clusters
  Score: Raw -208590.998430 + Penalty 2479.584223 = -206111.414207
  nChanged 75
		SP:Iteration 7Q (9958.300000 sec): 3 clusters
  Score: Raw -208659.406039 + Penalty 2479.584223 = -206179.821816
  nChanged 49
		SP:Iteration 8Q (9958.300000 sec): 3 clusters
  Score: Raw -208697.290735 + Penalty 2479.584223 = -206217.706512
  nChanged 38
		SP:Iteration 9Q (9958.310000 sec): 3 clusters
  Score: Raw -208721.338781 + Penalty 2479.584223 = -206241.754558
  nChanged 32
		SP:Iteration 10Q (9958.310000 sec): 3 clusters
  Score: Raw -208741.776086 + Penalty 2479.584223 = -206262.191864
  nChanged 20
		SP:Iteration 11Q (9958.310000 sec): 3 clusters
  Score: Raw -208753.847111 + Penalty 2479.584223 = -206274.262888
  nChanged 14
		SP:Iteration 12Q (9958.320000 sec): 3 clusters
  Score: Raw -208759.894988 + Penalty 2479.584223 = -206280.310765
  nChanged 10
		SP:Iteration 13Q (9958.330000 sec): 3 clusters
  Score: Raw -208768.002194 + Penalty 2479.584223 = -206288.417971
  nChanged 13
		SP:Iteration 14Q (9958.330000 sec): 3 clusters
  Score: Raw -208780.351013 + Penalty 2479.584223 = -206300.766790
  nChanged 12
		SP:Iteration 15Q (9958.330000 sec): 3 clusters
  Score: Raw -208788.054171 + Penalty 2479.584223 = -206308.469948
  nChanged 10
		SP:Iteration 16Q (9958.340000 sec): 3 clusters
  Score: Raw -208792.303692 + Penalty 2479.584223 = -206312.719469
  nChanged 7
		SP:Iteration 17Q (9958.340000 sec): 3 clusters
  Score: Raw -208795.581400 + Penalty 2479.584223 = -206315.997177
  nChanged 5
		SP:Iteration 18Q (9958.350000 sec): 3 clusters
  Score: Raw -208798.226773 + Penalty 2479.584223 = -206318.642550
  nChanged 4
		SP:Iteration 19Q (9958.350000 sec): 3 clusters
  Score: Raw -208799.585243 + Penalty 2479.584223 = -206320.001020
  nChanged 5
		SP:Iteration 20F (9958.360000 sec): 3 clusters
  Score: Raw -208801.613894 + Penalty 2479.584223 = -206322.029672
  nChanged 3
		SP:Iteration 21Q (9958.360000 sec): 3 clusters
  Score: Raw -208802.494600 + Penalty 2479.584223 = -206322.910377
  nChanged 2
		SP:Iteration 22Q (9958.370000 sec): 3 clusters
  Score: Raw -208803.009945 + Penalty 2479.584223 = -206323.425722
  nChanged 1
		SP:Iteration 23Q (9958.370000 sec): 3 clusters
  Score: Raw -208803.449970 + Penalty 2479.584223 = -206323.865747
  nChanged 1
		SP:Iteration 24Q (9958.380000 sec): 3 clusters
  Score: Raw -208804.382389 + Penalty 2479.584223 = -206324.798167
  nChanged 2
		SP:Iteration 25Q (9958.380000 sec): 3 clusters
  Score: Raw -208804.740505 + Penalty 2479.584223 = -206325.156282
  nChanged 1
		SP:Iteration 26Q (9958.390000 sec): 3 clusters
  Score: Raw -208805.248499 + Penalty 2479.584223 = -206325.664276
  nChanged 0
		SP:Iteration 27F (9958.390000 sec): 3 clusters
  Score: Raw -208805.248499 + Penalty 2479.584223 = -206325.664276
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (66492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9958.610000 sec): 2 clusters
  Score: Raw -7858048.435380 + Penalty 1804.535999 = -7856243.899380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9958.780000 sec): 3 clusters
  Score: Raw -7815491.085224 + Penalty 3609.071999 = -7811882.013226
  nChanged 31489
		SP:Iteration 1F (9958.960000 sec): 3 clusters
  Score: Raw -7833263.824767 + Penalty 3609.071999 = -7829654.752768
  nChanged 2187
		SP:Iteration 2Q (9959.140000 sec): 3 clusters
  Score: Raw -7833820.496445 + Penalty 3609.071999 = -7830211.424447
  nChanged 2345
		SP:Iteration 3Q (9959.320000 sec): 3 clusters
  Score: Raw -7834590.941954 + Penalty 3609.071999 = -7830981.869956
  nChanged 2833
		SP:Iteration 4Q (9959.500000 sec): 3 clusters
  Score: Raw -7835778.182127 + Penalty 3609.071999 = -7832169.110129
  nChanged 3501
		SP:Iteration 5F (9959.670000 sec): 3 clusters
  Score: Raw -7837605.823194 + Penalty 3609.071999 = -7833996.751196
  nChanged 4210
		SP:Iteration 6F (9959.850000 sec): 3 clusters
  Score: Raw -7840241.793621 + Penalty 3609.071999 = -7836632.721623
  nChanged 4662
		SP:Iteration 7F (9960.020000 sec): 3 clusters
  Score: Raw -7843339.023125 + Penalty 3609.071999 = -7839729.951127
  nChanged 4426
		SP:Iteration 8F (9960.200000 sec): 3 clusters
  Score: Raw -7846338.769278 + Penalty 3609.071999 = -7842729.697280
  nChanged 3909
		SP:Iteration 9F (9960.370000 sec): 3 clusters
  Score: Raw -7849108.366740 + Penalty 3609.071999 = -7845499.294741
  nChanged 3080
		SP:Iteration 10Q (9960.550000 sec): 3 clusters
  Score: Raw -7851382.926554 + Penalty 3609.071999 = -7847773.854556
  nChanged 2311
		SP:Iteration 11Q (9960.720000 sec): 3 clusters
  Score: Raw -7853281.533783 + Penalty 3609.071999 = -7849672.461784
  nChanged 1756
		SP:Iteration 12Q (9960.890000 sec): 3 clusters
  Score: Raw -7854688.785073 + Penalty 3609.071999 = -7851079.713074
  nChanged 1382
		SP:Iteration 13Q (9961.050000 sec): 3 clusters
  Score: Raw -7855698.865782 + Penalty 3609.071999 = -7852089.793783
  nChanged 1110
		SP:Iteration 14Q (9961.210000 sec): 3 clusters
  Score: Raw -7856406.759923 + Penalty 3609.071999 = -7852797.687925
  nChanged 938
		SP:Iteration 15Q (9961.360000 sec): 3 clusters
  Score: Raw -7856928.965935 + Penalty 3609.071999 = -7853319.893936
  nChanged 775
		SP:Iteration 16Q (9961.510000 sec): 3 clusters
  Score: Raw -7857314.043987 + Penalty 3609.071999 = -7853704.971989
  nChanged 694
		SP:Iteration 17Q (9961.650000 sec): 3 clusters
  Score: Raw -7857659.373280 + Penalty 3609.071999 = -7854050.301281
  nChanged 620
		SP:Iteration 18Q (9961.800000 sec): 3 clusters
  Score: Raw -7857931.948852 + Penalty 3609.071999 = -7854322.876853
  nChanged 486
		SP:Iteration 19Q (9961.940000 sec): 3 clusters
  Score: Raw -7858109.877878 + Penalty 3609.071999 = -7854500.805879
  nChanged 394
		SP:Iteration 20F (9962.110000 sec): 3 clusters
  Score: Raw -7858246.964738 + Penalty 3609.071999 = -7854637.892740
  nChanged 373
		SP:Iteration 21Q (9962.250000 sec): 3 clusters
  Score: Raw -7858360.058065 + Penalty 3609.071999 = -7854750.986067
  nChanged 297
		SP:Iteration 22Q (9962.390000 sec): 3 clusters
  Score: Raw -7858441.999841 + Penalty 3609.071999 = -7854832.927842
  nChanged 255
		SP:Iteration 23Q (9962.530000 sec): 3 clusters
  Score: Raw -7858505.013382 + Penalty 3609.071999 = -7854895.941383
  nChanged 221
		SP:Iteration 24Q (9962.670000 sec): 3 clusters
  Score: Raw -7858559.677009 + Penalty 3609.071999 = -7854950.605010
  nChanged 208
		SP:Iteration 25Q (9962.800000 sec): 3 clusters
  Score: Raw -7858608.584117 + Penalty 3609.071999 = -7854999.512119
  nChanged 168
		SP:Iteration 26Q (9962.940000 sec): 3 clusters
  Score: Raw -7858643.075954 + Penalty 3609.071999 = -7855034.003955
  nChanged 160
		SP:Iteration 27Q (9963.070000 sec): 3 clusters
  Score: Raw -7858676.767013 + Penalty 3609.071999 = -7855067.695014
  nChanged 135
		SP:Iteration 28Q (9963.210000 sec): 3 clusters
  Score: Raw -7858699.838630 + Penalty 3609.071999 = -7855090.766632
  nChanged 103
		SP:Iteration 29Q (9963.340000 sec): 3 clusters
  Score: Raw -7858716.131430 + Penalty 3609.071999 = -7855107.059431
  nChanged 88
		SP:Iteration 30Q (9963.470000 sec): 3 clusters
  Score: Raw -7858729.509574 + Penalty 3609.071999 = -7855120.437575
  nChanged 90
		SP:Iteration 31Q (9963.610000 sec): 3 clusters
  Score: Raw -7858743.714350 + Penalty 3609.071999 = -7855134.642352
  nChanged 77
		SP:Iteration 32Q (9963.740000 sec): 3 clusters
  Score: Raw -7858754.827175 + Penalty 3609.071999 = -7855145.755176
  nChanged 76
		SP:Iteration 33Q (9963.870000 sec): 3 clusters
  Score: Raw -7858765.273185 + Penalty 3609.071999 = -7855156.201187
  nChanged 71
		SP:Iteration 34Q (9964.010000 sec): 3 clusters
  Score: Raw -7858773.514751 + Penalty 3609.071999 = -7855164.442753
  nChanged 51
		SP:Iteration 35Q (9964.140000 sec): 3 clusters
  Score: Raw -7858778.737705 + Penalty 3609.071999 = -7855169.665707
  nChanged 41
		SP:Iteration 36Q (9964.270000 sec): 3 clusters
  Score: Raw -7858782.484890 + Penalty 3609.071999 = -7855173.412891
  nChanged 35
		SP:Iteration 37Q (9964.400000 sec): 3 clusters
  Score: Raw -7858786.230734 + Penalty 3609.071999 = -7855177.158736
  nChanged 39
		SP:Iteration 38Q (9964.530000 sec): 3 clusters
  Score: Raw -7858790.075358 + Penalty 3609.071999 = -7855181.003359
  nChanged 34
		SP:Iteration 39Q (9964.670000 sec): 3 clusters
  Score: Raw -7858793.770311 + Penalty 3609.071999 = -7855184.698313
  nChanged 30
		SP:Iteration 40F (9964.840000 sec): 3 clusters
  Score: Raw -7858796.419106 + Penalty 3609.071999 = -7855187.347107
  nChanged 32
		SP:Iteration 41Q (9964.970000 sec): 3 clusters
  Score: Raw -7858800.030205 + Penalty 3609.071999 = -7855190.958206
  nChanged 42
		SP:Iteration 42Q (9965.110000 sec): 3 clusters
  Score: Raw -7858804.597028 + Penalty 3609.071999 = -7855195.525029
  nChanged 41
		SP:Iteration 43Q (9965.240000 sec): 3 clusters
  Score: Raw -7858807.737210 + Penalty 3609.071999 = -7855198.665212
  nChanged 21
		SP:Iteration 44Q (9965.370000 sec): 3 clusters
  Score: Raw -7858809.324007 + Penalty 3609.071999 = -7855200.252008
  nChanged 11
		SP:Iteration 45Q (9965.500000 sec): 3 clusters
  Score: Raw -7858810.168553 + Penalty 3609.071999 = -7855201.096555
  nChanged 11
		SP:Iteration 46Q (9965.640000 sec): 3 clusters
  Score: Raw -7858811.075616 + Penalty 3609.071999 = -7855202.003617
  nChanged 11
		SP:Iteration 47Q (9965.770000 sec): 3 clusters
  Score: Raw -7858812.053201 + Penalty 3609.071999 = -7855202.981202
  nChanged 11
		SP:Iteration 48Q (9965.900000 sec): 3 clusters
  Score: Raw -7858812.880012 + Penalty 3609.071999 = -7855203.808013
  nChanged 13
		SP:Iteration 49Q (9966.040000 sec): 3 clusters
  Score: Raw -7858814.605212 + Penalty 3609.071999 = -7855205.533214
  nChanged 20
		SP:Iteration 50Q (9966.170000 sec): 3 clusters
  Score: Raw -7858816.629764 + Penalty 3609.071999 = -7855207.557765
  nChanged 18
		SP:Iteration 51Q (9966.300000 sec): 3 clusters
  Score: Raw -7858817.959421 + Penalty 3609.071999 = -7855208.887422
  nChanged 19
		SP:Iteration 52Q (9966.430000 sec): 3 clusters
  Score: Raw -7858819.886465 + Penalty 3609.071999 = -7855210.814466
  nChanged 24
		SP:Iteration 53Q (9966.560000 sec): 3 clusters
  Score: Raw -7858822.245308 + Penalty 3609.071999 = -7855213.173309
  nChanged 20
		SP:Iteration 54Q (9966.700000 sec): 3 clusters
  Score: Raw -7858824.507196 + Penalty 3609.071999 = -7855215.435198
  nChanged 21
		SP:Iteration 55Q (9966.830000 sec): 3 clusters
  Score: Raw -7858826.697996 + Penalty 3609.071999 = -7855217.625997
  nChanged 16
		SP:Iteration 56Q (9966.960000 sec): 3 clusters
  Score: Raw -7858828.795011 + Penalty 3609.071999 = -7855219.723012
  nChanged 18
		SP:Iteration 57Q (9967.100000 sec): 3 clusters
  Score: Raw -7858830.361978 + Penalty 3609.071999 = -7855221.289980
  nChanged 14
		SP:Iteration 58Q (9967.230000 sec): 3 clusters
  Score: Raw -7858831.679821 + Penalty 3609.071999 = -7855222.607822
  nChanged 12
		SP:Iteration 59Q (9967.360000 sec): 3 clusters
  Score: Raw -7858832.703505 + Penalty 3609.071999 = -7855223.631507
  nChanged 10
		SP:Iteration 60F (9967.540000 sec): 3 clusters
  Score: Raw -7858833.575109 + Penalty 3609.071999 = -7855224.503110
  nChanged 7
		SP:Iteration 61Q (9967.670000 sec): 3 clusters
  Score: Raw -7858834.045322 + Penalty 3609.071999 = -7855224.973323
  nChanged 5
		SP:Iteration 62Q (9967.800000 sec): 3 clusters
  Score: Raw -7858834.659681 + Penalty 3609.071999 = -7855225.587683
  nChanged 10
		SP:Iteration 63Q (9967.930000 sec): 3 clusters
  Score: Raw -7858835.385152 + Penalty 3609.071999 = -7855226.313153
  nChanged 10
		SP:Iteration 64Q (9968.060000 sec): 3 clusters
  Score: Raw -7858836.203210 + Penalty 3609.071999 = -7855227.131212
  nChanged 8
		SP:Iteration 65Q (9968.200000 sec): 3 clusters
  Score: Raw -7858836.838210 + Penalty 3609.071999 = -7855227.766212
  nChanged 9
		SP:Iteration 66Q (9968.330000 sec): 3 clusters
  Score: Raw -7858837.822585 + Penalty 3609.071999 = -7855228.750586
  nChanged 15
		SP:Iteration 67Q (9968.460000 sec): 3 clusters
  Score: Raw -7858839.355648 + Penalty 3609.071999 = -7855230.283649
  nChanged 12
		SP:Iteration 68Q (9968.590000 sec): 3 clusters
  Score: Raw -7858840.543529 + Penalty 3609.071999 = -7855231.471531
  nChanged 18
		SP:Iteration 69Q (9968.720000 sec): 3 clusters
  Score: Raw -7858841.833497 + Penalty 3609.071999 = -7855232.761498
  nChanged 14
		SP:Iteration 70Q (9968.860000 sec): 3 clusters
  Score: Raw -7858842.980187 + Penalty 3609.071999 = -7855233.908188
  nChanged 13
		SP:Iteration 71Q (9968.990000 sec): 3 clusters
  Score: Raw -7858843.929001 + Penalty 3609.071999 = -7855234.857003
  nChanged 9
		SP:Iteration 72Q (9969.120000 sec): 3 clusters
  Score: Raw -7858844.498468 + Penalty 3609.071999 = -7855235.426469
  nChanged 12
		SP:Iteration 73Q (9969.250000 sec): 3 clusters
  Score: Raw -7858845.335830 + Penalty 3609.071999 = -7855236.263831
  nChanged 15
		SP:Iteration 74Q (9969.380000 sec): 3 clusters
  Score: Raw -7858846.424865 + Penalty 3609.071999 = -7855237.352866
  nChanged 16
		SP:Iteration 75Q (9969.510000 sec): 3 clusters
  Score: Raw -7858847.882512 + Penalty 3609.071999 = -7855238.810513
  nChanged 16
		SP:Iteration 76Q (9969.650000 sec): 3 clusters
  Score: Raw -7858849.169215 + Penalty 3609.071999 = -7855240.097216
  nChanged 9
		SP:Iteration 77Q (9969.770000 sec): 3 clusters
  Score: Raw -7858849.694154 + Penalty 3609.071999 = -7855240.622155
  nChanged 2
		SP:Iteration 78Q (9969.910000 sec): 3 clusters
  Score: Raw -7858849.871885 + Penalty 3609.071999 = -7855240.799886
  nChanged 3
		SP:Iteration 79Q (9970.040000 sec): 3 clusters
  Score: Raw -7858849.975844 + Penalty 3609.071999 = -7855240.903846
  nChanged 2
		SP:Iteration 80F (9970.210000 sec): 3 clusters
  Score: Raw -7858850.066669 + Penalty 3609.071999 = -7855240.994671
  nChanged 2
		SP:Iteration 81Q (9970.340000 sec): 3 clusters
  Score: Raw -7858850.251819 + Penalty 3609.071999 = -7855241.179820
  nChanged 2
		SP:Iteration 82Q (9970.470000 sec): 3 clusters
  Score: Raw -7858850.375717 + Penalty 3609.071999 = -7855241.303718
  nChanged 3
		SP:Iteration 83Q (9970.600000 sec): 3 clusters
  Score: Raw -7858850.529352 + Penalty 3609.071999 = -7855241.457353
  nChanged 2
		SP:Iteration 84Q (9970.730000 sec): 3 clusters
  Score: Raw -7858850.649307 + Penalty 3609.071999 = -7855241.577308
  nChanged 3
		SP:Iteration 85Q (9970.870000 sec): 3 clusters
  Score: Raw -7858850.881897 + Penalty 3609.071999 = -7855241.809898
  nChanged 4
		SP:Iteration 86Q (9970.990000 sec): 3 clusters
  Score: Raw -7858851.199163 + Penalty 3609.071999 = -7855242.127165
  nChanged 2
		SP:Iteration 87Q (9971.130000 sec): 3 clusters
  Score: Raw -7858851.299960 + Penalty 3609.071999 = -7855242.227961
  nChanged 4
		SP:Iteration 88Q (9971.260000 sec): 3 clusters
  Score: Raw -7858851.530237 + Penalty 3609.071999 = -7855242.458239
  nChanged 4
		SP:Iteration 89Q (9971.390000 sec): 3 clusters
  Score: Raw -7858851.760688 + Penalty 3609.071999 = -7855242.688690
  nChanged 4
		SP:Iteration 90Q (9971.520000 sec): 3 clusters
  Score: Raw -7858852.114838 + Penalty 3609.071999 = -7855243.042840
  nChanged 4
		SP:Iteration 91Q (9971.650000 sec): 3 clusters
  Score: Raw -7858852.449664 + Penalty 3609.071999 = -7855243.377665
  nChanged 5
		SP:Iteration 92Q (9971.780000 sec): 3 clusters
  Score: Raw -7858852.923383 + Penalty 3609.071999 = -7855243.851385
  nChanged 7
		SP:Iteration 93Q (9971.910000 sec): 3 clusters
  Score: Raw -7858853.304033 + Penalty 3609.071999 = -7855244.232035
  nChanged 6
		SP:Iteration 94Q (9972.040000 sec): 3 clusters
  Score: Raw -7858853.774592 + Penalty 3609.071999 = -7855244.702593
  nChanged 4
		SP:Iteration 95Q (9972.170000 sec): 3 clusters
  Score: Raw -7858854.031510 + Penalty 3609.071999 = -7855244.959511
  nChanged 5
		SP:Iteration 96Q (9972.310000 sec): 3 clusters
  Score: Raw -7858854.505999 + Penalty 3609.071999 = -7855245.434000
  nChanged 3
		SP:Iteration 97Q (9972.440000 sec): 3 clusters
  Score: Raw -7858854.697586 + Penalty 3609.071999 = -7855245.625587
  nChanged 2
		SP:Iteration 98Q (9972.570000 sec): 3 clusters
  Score: Raw -7858854.854803 + Penalty 3609.071999 = -7855245.782804
  nChanged 2
		SP:Iteration 99Q (9972.700000 sec): 3 clusters
  Score: Raw -7858854.991715 + Penalty 3609.071999 = -7855245.919716
  nChanged 2
		SP:Iteration 100F (9972.870000 sec): 3 clusters
  Score: Raw -7858855.112963 + Penalty 3609.071999 = -7855246.040964
  nChanged 2
		SP:Iteration 101Q (9973.010000 sec): 3 clusters
  Score: Raw -7858855.201943 + Penalty 3609.071999 = -7855246.129945
  nChanged 1
		SP:Iteration 102Q (9973.140000 sec): 3 clusters
  Score: Raw -7858855.216214 + Penalty 3609.071999 = -7855246.144215
  nChanged 0
		SP:Iteration 103F (9973.310000 sec): 3 clusters
  Score: Raw -7858855.216214 + Penalty 3609.071999 = -7855246.144215
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9973.360000 sec): 2 clusters
  Score: Raw -315378.409603 + Penalty 1285.470974 = -314092.938628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9973.370000 sec): 3 clusters
  Score: Raw -314128.625309 + Penalty 2570.941949 = -311557.683360
  nChanged 1008
		SP:Iteration 1F (9973.370000 sec): 3 clusters
  Score: Raw -314692.544590 + Penalty 2570.941949 = -312121.602641
  nChanged 190
		SP:Iteration 2F (9973.380000 sec): 3 clusters
  Score: Raw -314794.890693 + Penalty 2570.941949 = -312223.948744
  nChanged 121
		SP:Iteration 3Q (9973.390000 sec): 3 clusters
  Score: Raw -314851.942995 + Penalty 2570.941949 = -312281.001046
  nChanged 84
		SP:Iteration 4Q (9973.390000 sec): 3 clusters
  Score: Raw -314891.656388 + Penalty 2570.941949 = -312320.714439
  nChanged 55
		SP:Iteration 5Q (9973.400000 sec): 3 clusters
  Score: Raw -314920.341773 + Penalty 2570.941949 = -312349.399824
  nChanged 50
		SP:Iteration 6Q (9973.410000 sec): 3 clusters
  Score: Raw -314949.493292 + Penalty 2570.941949 = -312378.551343
  nChanged 62
		SP:Iteration 7Q (9973.410000 sec): 3 clusters
  Score: Raw -314983.868135 + Penalty 2570.941949 = -312412.926186
  nChanged 61
		SP:Iteration 8Q (9973.420000 sec): 3 clusters
  Score: Raw -315017.456875 + Penalty 2570.941949 = -312446.514926
  nChanged 46
		SP:Iteration 9Q (9973.430000 sec): 3 clusters
  Score: Raw -315042.529846 + Penalty 2570.941949 = -312471.587897
  nChanged 40
		SP:Iteration 10Q (9973.430000 sec): 3 clusters
  Score: Raw -315059.995647 + Penalty 2570.941949 = -312489.053698
  nChanged 32
		SP:Iteration 11Q (9973.440000 sec): 3 clusters
  Score: Raw -315073.104942 + Penalty 2570.941949 = -312502.162993
  nChanged 20
		SP:Iteration 12Q (9973.450000 sec): 3 clusters
  Score: Raw -315079.192368 + Penalty 2570.941949 = -312508.250419
  nChanged 16
		SP:Iteration 13Q (9973.450000 sec): 3 clusters
  Score: Raw -315083.622016 + Penalty 2570.941949 = -312512.680067
  nChanged 13
		SP:Iteration 14Q (9973.460000 sec): 3 clusters
  Score: Raw -315087.368046 + Penalty 2570.941949 = -312516.426097
  nChanged 10
		SP:Iteration 15Q (9973.470000 sec): 3 clusters
  Score: Raw -315090.261328 + Penalty 2570.941949 = -312519.319379
  nChanged 11
		SP:Iteration 16Q (9973.470000 sec): 3 clusters
  Score: Raw -315093.426434 + Penalty 2570.941949 = -312522.484485
  nChanged 11
		SP:Iteration 17Q (9973.480000 sec): 3 clusters
  Score: Raw -315096.517673 + Penalty 2570.941949 = -312525.575724
  nChanged 10
		SP:Iteration 18Q (9973.490000 sec): 3 clusters
  Score: Raw -315099.088921 + Penalty 2570.941949 = -312528.146973
  nChanged 7
		SP:Iteration 19Q (9973.490000 sec): 3 clusters
  Score: Raw -315102.736306 + Penalty 2570.941949 = -312531.794357
  nChanged 11
		SP:Iteration 20F (9973.500000 sec): 3 clusters
  Score: Raw -315107.131714 + Penalty 2570.941949 = -312536.189765
  nChanged 5
		SP:Iteration 21Q (9973.510000 sec): 3 clusters
  Score: Raw -315108.743086 + Penalty 2570.941949 = -312537.801137
  nChanged 2
		SP:Iteration 22Q (9973.510000 sec): 3 clusters
  Score: Raw -315109.619480 + Penalty 2570.941949 = -312538.677531
  nChanged 4
		SP:Iteration 23Q (9973.520000 sec): 3 clusters
  Score: Raw -315111.358768 + Penalty 2570.941949 = -312540.416819
  nChanged 4
		SP:Iteration 24Q (9973.530000 sec): 3 clusters
  Score: Raw -315112.513557 + Penalty 2570.941949 = -312541.571608
  nChanged 6
		SP:Iteration 25Q (9973.530000 sec): 3 clusters
  Score: Raw -315114.432732 + Penalty 2570.941949 = -312543.490783
  nChanged 5
		SP:Iteration 26Q (9973.540000 sec): 3 clusters
  Score: Raw -315115.454946 + Penalty 2570.941949 = -312544.512997
  nChanged 2
		SP:Iteration 27Q (9973.550000 sec): 3 clusters
  Score: Raw -315116.071037 + Penalty 2570.941949 = -312545.129088
  nChanged 4
		SP:Iteration 28Q (9973.550000 sec): 3 clusters
  Score: Raw -315116.921887 + Penalty 2570.941949 = -312545.979938
  nChanged 4
		SP:Iteration 29Q (9973.560000 sec): 3 clusters
  Score: Raw -315118.092463 + Penalty 2570.941949 = -312547.150514
  nChanged 4
		SP:Iteration 30Q (9973.570000 sec): 3 clusters
  Score: Raw -315119.524013 + Penalty 2570.941949 = -312548.582064
  nChanged 7
		SP:Iteration 31Q (9973.570000 sec): 3 clusters
  Score: Raw -315121.856482 + Penalty 2570.941949 = -312550.914533
  nChanged 4
		SP:Iteration 32Q (9973.580000 sec): 3 clusters
  Score: Raw -315123.672871 + Penalty 2570.941949 = -312552.730922
  nChanged 4
		SP:Iteration 33Q (9973.590000 sec): 3 clusters
  Score: Raw -315124.874318 + Penalty 2570.941949 = -312553.932369
  nChanged 4
		SP:Iteration 34Q (9973.590000 sec): 3 clusters
  Score: Raw -315126.601160 + Penalty 2570.941949 = -312555.659211
  nChanged 7
		SP:Iteration 35Q (9973.600000 sec): 3 clusters
  Score: Raw -315128.332074 + Penalty 2570.941949 = -312557.390125
  nChanged 5
		SP:Iteration 36Q (9973.610000 sec): 3 clusters
  Score: Raw -315130.118807 + Penalty 2570.941949 = -312559.176858
  nChanged 4
		SP:Iteration 37Q (9973.610000 sec): 3 clusters
  Score: Raw -315131.820904 + Penalty 2570.941949 = -312560.878955
  nChanged 4
		SP:Iteration 38Q (9973.620000 sec): 3 clusters
  Score: Raw -315133.712546 + Penalty 2570.941949 = -312562.770597
  nChanged 5
		SP:Iteration 39Q (9973.630000 sec): 3 clusters
  Score: Raw -315135.452443 + Penalty 2570.941949 = -312564.510494
  nChanged 3
		SP:Iteration 40F (9973.630000 sec): 3 clusters
  Score: Raw -315136.490035 + Penalty 2570.941949 = -312565.548086
  nChanged 4
		SP:Iteration 41Q (9973.640000 sec): 3 clusters
  Score: Raw -315137.245969 + Penalty 2570.941949 = -312566.304020
  nChanged 4
		SP:Iteration 42Q (9973.650000 sec): 3 clusters
  Score: Raw -315138.294893 + Penalty 2570.941949 = -312567.352944
  nChanged 6
		SP:Iteration 43Q (9973.650000 sec): 3 clusters
  Score: Raw -315139.953119 + Penalty 2570.941949 = -312569.011170
  nChanged 7
		SP:Iteration 44Q (9973.660000 sec): 3 clusters
  Score: Raw -315141.965565 + Penalty 2570.941949 = -312571.023616
  nChanged 9
		SP:Iteration 45Q (9973.670000 sec): 3 clusters
  Score: Raw -315145.173965 + Penalty 2570.941949 = -312574.232016
  nChanged 12
		SP:Iteration 46Q (9973.670000 sec): 3 clusters
  Score: Raw -315151.154723 + Penalty 2570.941949 = -312580.212774
  nChanged 16
		SP:Iteration 47Q (9973.680000 sec): 3 clusters
  Score: Raw -315156.668461 + Penalty 2570.941949 = -312585.726512
  nChanged 14
		SP:Iteration 48Q (9973.690000 sec): 3 clusters
  Score: Raw -315162.087541 + Penalty 2570.941949 = -312591.145592
  nChanged 14
		SP:Iteration 49Q (9973.690000 sec): 3 clusters
  Score: Raw -315168.160142 + Penalty 2570.941949 = -312597.218193
  nChanged 14
		SP:Iteration 50Q (9973.700000 sec): 3 clusters
  Score: Raw -315172.747599 + Penalty 2570.941949 = -312601.805650
  nChanged 16
		SP:Iteration 51Q (9973.710000 sec): 3 clusters
  Score: Raw -315178.827009 + Penalty 2570.941949 = -312607.885060
  nChanged 13
		SP:Iteration 52Q (9973.710000 sec): 3 clusters
  Score: Raw -315184.386875 + Penalty 2570.941949 = -312613.444926
  nChanged 14
		SP:Iteration 53Q (9973.720000 sec): 3 clusters
  Score: Raw -315191.632457 + Penalty 2570.941949 = -312620.690508
  nChanged 17
		SP:Iteration 54Q (9973.730000 sec): 3 clusters
  Score: Raw -315199.868314 + Penalty 2570.941949 = -312628.926365
  nChanged 18
		SP:Iteration 55Q (9973.730000 sec): 3 clusters
  Score: Raw -315207.795171 + Penalty 2570.941949 = -312636.853222
  nChanged 15
		SP:Iteration 56Q (9973.740000 sec): 3 clusters
  Score: Raw -315213.003345 + Penalty 2570.941949 = -312642.061396
  nChanged 15
		SP:Iteration 57Q (9973.750000 sec): 3 clusters
  Score: Raw -315218.916160 + Penalty 2570.941949 = -312647.974211
  nChanged 12
		SP:Iteration 58Q (9973.750000 sec): 3 clusters
  Score: Raw -315224.617067 + Penalty 2570.941949 = -312653.675118
  nChanged 20
		SP:Iteration 59Q (9973.760000 sec): 3 clusters
  Score: Raw -315239.298514 + Penalty 2570.941949 = -312668.356565
  nChanged 25
		SP:Iteration 60F (9973.770000 sec): 3 clusters
  Score: Raw -315256.773724 + Penalty 2570.941949 = -312685.831775
  nChanged 22
		SP:Iteration 61Q (9973.770000 sec): 3 clusters
  Score: Raw -315273.243326 + Penalty 2570.941949 = -312702.301377
  nChanged 39
		SP:Iteration 62Q (9973.780000 sec): 3 clusters
  Score: Raw -315292.859679 + Penalty 2570.941949 = -312721.917730
  nChanged 40
		SP:Iteration 63Q (9973.790000 sec): 3 clusters
  Score: Raw -315316.152834 + Penalty 2570.941949 = -312745.210885
  nChanged 28
		SP:Iteration 64Q (9973.790000 sec): 3 clusters
  Score: Raw -315331.188274 + Penalty 2570.941949 = -312760.246325
  nChanged 28
		SP:Iteration 65Q (9973.800000 sec): 3 clusters
  Score: Raw -315347.609511 + Penalty 2570.941949 = -312776.667562
  nChanged 24
		SP:Iteration 66Q (9973.810000 sec): 3 clusters
  Score: Raw -315362.341987 + Penalty 2570.941949 = -312791.400038
  nChanged 28
		SP:Iteration 67Q (9973.810000 sec): 3 clusters
  Score: Raw -315379.155375 + Penalty 2570.941949 = -312808.213426
  nChanged 22
		SP:Iteration 68Q (9973.820000 sec): 3 clusters
  Score: Raw -315390.908632 + Penalty 2570.941949 = -312819.966683
  nChanged 20
		SP:Iteration 69Q (9973.830000 sec): 3 clusters
  Score: Raw -315401.963171 + Penalty 2570.941949 = -312831.021222
  nChanged 13
		SP:Iteration 70Q (9973.830000 sec): 3 clusters
  Score: Raw -315409.059013 + Penalty 2570.941949 = -312838.117064
  nChanged 6
		SP:Iteration 71Q (9973.840000 sec): 3 clusters
  Score: Raw -315412.066280 + Penalty 2570.941949 = -312841.124331
  nChanged 5
		SP:Iteration 72Q (9973.840000 sec): 3 clusters
  Score: Raw -315414.953645 + Penalty 2570.941949 = -312844.011696
  nChanged 7
		SP:Iteration 73Q (9973.850000 sec): 3 clusters
  Score: Raw -315418.012489 + Penalty 2570.941949 = -312847.070540
  nChanged 5
		SP:Iteration 74Q (9973.850000 sec): 3 clusters
  Score: Raw -315419.720999 + Penalty 2570.941949 = -312848.779050
  nChanged 2
		SP:Iteration 75Q (9973.860000 sec): 3 clusters
  Score: Raw -315420.744764 + Penalty 2570.941949 = -312849.802815
  nChanged 2
		SP:Iteration 76Q (9973.870000 sec): 3 clusters
  Score: Raw -315422.934219 + Penalty 2570.941949 = -312851.992270
  nChanged 5
		SP:Iteration 77Q (9973.870000 sec): 3 clusters
  Score: Raw -315425.195192 + Penalty 2570.941949 = -312854.253243
  nChanged 4
		SP:Iteration 78Q (9973.880000 sec): 3 clusters
  Score: Raw -315427.926746 + Penalty 2570.941949 = -312856.984797
  nChanged 1
		SP:Iteration 79Q (9973.890000 sec): 3 clusters
  Score: Raw -315429.056178 + Penalty 2570.941949 = -312858.114229
  nChanged 1
		SP:Iteration 80F (9973.890000 sec): 3 clusters
  Score: Raw -315429.319800 + Penalty 2570.941949 = -312858.377851
  nChanged 1
		SP:Iteration 81Q (9973.900000 sec): 3 clusters
  Score: Raw -315430.966639 + Penalty 2570.941949 = -312860.024690
  nChanged 1
		SP:Iteration 82Q (9973.910000 sec): 3 clusters
  Score: Raw -315432.281893 + Penalty 2570.941949 = -312861.339944
  nChanged 2
		SP:Iteration 83Q (9973.910000 sec): 3 clusters
  Score: Raw -315433.231723 + Penalty 2570.941949 = -312862.289774
  nChanged 3
		SP:Iteration 84Q (9973.920000 sec): 3 clusters
  Score: Raw -315434.455432 + Penalty 2570.941949 = -312863.513483
  nChanged 3
		SP:Iteration 85Q (9973.930000 sec): 3 clusters
  Score: Raw -315437.008256 + Penalty 2570.941949 = -312866.066307
  nChanged 5
		SP:Iteration 86Q (9973.930000 sec): 3 clusters
  Score: Raw -315439.991605 + Penalty 2570.941949 = -312869.049656
  nChanged 3
		SP:Iteration 87Q (9973.940000 sec): 3 clusters
  Score: Raw -315441.385808 + Penalty 2570.941949 = -312870.443859
  nChanged 3
		SP:Iteration 88Q (9973.940000 sec): 3 clusters
  Score: Raw -315442.503462 + Penalty 2570.941949 = -312871.561513
  nChanged 3
		SP:Iteration 89Q (9973.950000 sec): 3 clusters
  Score: Raw -315443.486796 + Penalty 2570.941949 = -312872.544847
  nChanged 1
		SP:Iteration 90Q (9973.950000 sec): 3 clusters
  Score: Raw -315444.444766 + Penalty 2570.941949 = -312873.502817
  nChanged 3
		SP:Iteration 91Q (9973.960000 sec): 3 clusters
  Score: Raw -315445.451794 + Penalty 2570.941949 = -312874.509845
  nChanged 1
		SP:Iteration 92Q (9973.970000 sec): 3 clusters
  Score: Raw -315447.136926 + Penalty 2570.941949 = -312876.194977
  nChanged 4
		SP:Iteration 93Q (9973.970000 sec): 3 clusters
  Score: Raw -315449.321312 + Penalty 2570.941949 = -312878.379363
  nChanged 5
		SP:Iteration 94Q (9973.980000 sec): 3 clusters
  Score: Raw -315452.636248 + Penalty 2570.941949 = -312881.694300
  nChanged 5
		SP:Iteration 95Q (9973.990000 sec): 3 clusters
  Score: Raw -315454.955370 + Penalty 2570.941949 = -312884.013421
  nChanged 4
		SP:Iteration 96Q (9973.990000 sec): 3 clusters
  Score: Raw -315459.158388 + Penalty 2570.941949 = -312888.216439
  nChanged 5
		SP:Iteration 97Q (9974.000000 sec): 3 clusters
  Score: Raw -315463.415448 + Penalty 2570.941949 = -312892.473499
  nChanged 10
		SP:Iteration 98Q (9974.010000 sec): 3 clusters
  Score: Raw -315468.225685 + Penalty 2570.941949 = -312897.283736
  nChanged 9
		SP:Iteration 99Q (9974.010000 sec): 3 clusters
  Score: Raw -315475.074133 + Penalty 2570.941949 = -312904.132184
  nChanged 7
		SP:Iteration 100F (9974.020000 sec): 3 clusters
  Score: Raw -315478.682076 + Penalty 2570.941949 = -312907.740127
  nChanged 5
		SP:Iteration 101Q (9974.020000 sec): 3 clusters
  Score: Raw -315484.060772 + Penalty 2570.941949 = -312913.118823
  nChanged 11
		SP:Iteration 102Q (9974.030000 sec): 3 clusters
  Score: Raw -315491.950990 + Penalty 2570.941949 = -312921.009041
  nChanged 5
		SP:Iteration 103Q (9974.030000 sec): 3 clusters
  Score: Raw -315494.870083 + Penalty 2570.941949 = -312923.928134
  nChanged 3
		SP:Iteration 104Q (9974.040000 sec): 3 clusters
  Score: Raw -315497.394233 + Penalty 2570.941949 = -312926.452284
  nChanged 2
		SP:Iteration 105Q (9974.050000 sec): 3 clusters
  Score: Raw -315498.231474 + Penalty 2570.941949 = -312927.289525
  nChanged 2
		SP:Iteration 106Q (9974.050000 sec): 3 clusters
  Score: Raw -315499.183857 + Penalty 2570.941949 = -312928.241908
  nChanged 2
		SP:Iteration 107Q (9974.060000 sec): 3 clusters
  Score: Raw -315500.248324 + Penalty 2570.941949 = -312929.306375
  nChanged 4
		SP:Iteration 108Q (9974.070000 sec): 3 clusters
  Score: Raw -315503.782798 + Penalty 2570.941949 = -312932.840849
  nChanged 4
		SP:Iteration 109Q (9974.070000 sec): 3 clusters
  Score: Raw -315506.690206 + Penalty 2570.941949 = -312935.748257
  nChanged 3
		SP:Iteration 110Q (9974.080000 sec): 3 clusters
  Score: Raw -315508.259173 + Penalty 2570.941949 = -312937.317224
  nChanged 2
		SP:Iteration 111Q (9974.080000 sec): 3 clusters
  Score: Raw -315509.629662 + Penalty 2570.941949 = -312938.687713
  nChanged 4
		SP:Iteration 112Q (9974.090000 sec): 3 clusters
  Score: Raw -315513.656345 + Penalty 2570.941949 = -312942.714396
  nChanged 2
		SP:Iteration 113Q (9974.090000 sec): 3 clusters
  Score: Raw -315514.721131 + Penalty 2570.941949 = -312943.779182
  nChanged 0
		SP:Iteration 114F (9974.100000 sec): 3 clusters
  Score: Raw -315514.721131 + Penalty 2570.941949 = -312943.779182
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (15227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9974.150000 sec): 2 clusters
  Score: Raw -1645559.686500 + Penalty 1565.009135 = -1643994.677365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9974.190000 sec): 3 clusters
  Score: Raw -1636634.844209 + Penalty 3130.018270 = -1633504.825938
  nChanged 6781
		SP:Iteration 1F (9974.230000 sec): 3 clusters
  Score: Raw -1640587.801176 + Penalty 3130.018270 = -1637457.782906
  nChanged 1001
		SP:Iteration 2F (9974.270000 sec): 3 clusters
  Score: Raw -1641082.724618 + Penalty 3130.018270 = -1637952.706348
  nChanged 894
		SP:Iteration 3F (9974.300000 sec): 3 clusters
  Score: Raw -1641568.009863 + Penalty 3130.018270 = -1638437.991593
  nChanged 810
		SP:Iteration 4F (9974.340000 sec): 3 clusters
  Score: Raw -1641990.298420 + Penalty 3130.018270 = -1638860.280150
  nChanged 768
		SP:Iteration 5F (9974.380000 sec): 3 clusters
  Score: Raw -1642359.265655 + Penalty 3130.018270 = -1639229.247384
  nChanged 676
		SP:Iteration 6Q (9974.420000 sec): 3 clusters
  Score: Raw -1642625.763057 + Penalty 3130.018270 = -1639495.744786
  nChanged 536
		SP:Iteration 7Q (9974.460000 sec): 3 clusters
  Score: Raw -1642804.565893 + Penalty 3130.018270 = -1639674.547623
  nChanged 435
		SP:Iteration 8Q (9974.490000 sec): 3 clusters
  Score: Raw -1642930.680398 + Penalty 3130.018270 = -1639800.662128
  nChanged 365
		SP:Iteration 9Q (9974.530000 sec): 3 clusters
  Score: Raw -1643034.909333 + Penalty 3130.018270 = -1639904.891063
  nChanged 329
		SP:Iteration 10Q (9974.570000 sec): 3 clusters
  Score: Raw -1643126.920369 + Penalty 3130.018270 = -1639996.902098
  nChanged 302
		SP:Iteration 11Q (9974.610000 sec): 3 clusters
  Score: Raw -1643213.967623 + Penalty 3130.018270 = -1640083.949352
  nChanged 288
		SP:Iteration 12Q (9974.650000 sec): 3 clusters
  Score: Raw -1643293.963234 + Penalty 3130.018270 = -1640163.944964
  nChanged 265
		SP:Iteration 13Q (9974.690000 sec): 3 clusters
  Score: Raw -1643376.226160 + Penalty 3130.018270 = -1640246.207889
  nChanged 295
		SP:Iteration 14Q (9974.730000 sec): 3 clusters
  Score: Raw -1643467.793219 + Penalty 3130.018270 = -1640337.774948
  nChanged 282
		SP:Iteration 15Q (9974.760000 sec): 3 clusters
  Score: Raw -1643557.636711 + Penalty 3130.018270 = -1640427.618441
  nChanged 265
		SP:Iteration 16Q (9974.800000 sec): 3 clusters
  Score: Raw -1643649.935998 + Penalty 3130.018270 = -1640519.917728
  nChanged 269
		SP:Iteration 17Q (9974.840000 sec): 3 clusters
  Score: Raw -1643752.326249 + Penalty 3130.018270 = -1640622.307979
  nChanged 320
		SP:Iteration 18Q (9974.880000 sec): 3 clusters
  Score: Raw -1643872.560143 + Penalty 3130.018270 = -1640742.541872
  nChanged 324
		SP:Iteration 19Q (9974.910000 sec): 3 clusters
  Score: Raw -1644005.889868 + Penalty 3130.018270 = -1640875.871598
  nChanged 331
		SP:Iteration 20F (9974.950000 sec): 3 clusters
  Score: Raw -1644148.563008 + Penalty 3130.018270 = -1641018.544738
  nChanged 316
		SP:Iteration 21Q (9974.990000 sec): 3 clusters
  Score: Raw -1644277.342663 + Penalty 3130.018270 = -1641147.324393
  nChanged 297
		SP:Iteration 22Q (9975.030000 sec): 3 clusters
  Score: Raw -1644402.752478 + Penalty 3130.018270 = -1641272.734208
  nChanged 274
		SP:Iteration 23Q (9975.060000 sec): 3 clusters
  Score: Raw -1644512.383664 + Penalty 3130.018270 = -1641382.365394
  nChanged 253
		SP:Iteration 24Q (9975.100000 sec): 3 clusters
  Score: Raw -1644632.310768 + Penalty 3130.018270 = -1641502.292498
  nChanged 278
		SP:Iteration 25Q (9975.130000 sec): 3 clusters
  Score: Raw -1644759.916226 + Penalty 3130.018270 = -1641629.897956
  nChanged 243
		SP:Iteration 26Q (9975.170000 sec): 3 clusters
  Score: Raw -1644869.979742 + Penalty 3130.018270 = -1641739.961472
  nChanged 234
		SP:Iteration 27Q (9975.200000 sec): 3 clusters
  Score: Raw -1644988.257555 + Penalty 3130.018270 = -1641858.239284
  nChanged 240
		SP:Iteration 28Q (9975.240000 sec): 3 clusters
  Score: Raw -1645120.797109 + Penalty 3130.018270 = -1641990.778839
  nChanged 233
		SP:Iteration 29Q (9975.270000 sec): 3 clusters
  Score: Raw -1645249.369565 + Penalty 3130.018270 = -1642119.351295
  nChanged 196
		SP:Iteration 30Q (9975.300000 sec): 3 clusters
  Score: Raw -1645353.836103 + Penalty 3130.018270 = -1642223.817833
  nChanged 188
		SP:Iteration 31Q (9975.340000 sec): 3 clusters
  Score: Raw -1645454.575346 + Penalty 3130.018270 = -1642324.557076
  nChanged 173
		SP:Iteration 32Q (9975.370000 sec): 3 clusters
  Score: Raw -1645548.801970 + Penalty 3130.018270 = -1642418.783700
  nChanged 165
		SP:Iteration 33Q (9975.400000 sec): 3 clusters
  Score: Raw -1645642.542447 + Penalty 3130.018270 = -1642512.524177
  nChanged 138
		SP:Iteration 34Q (9975.430000 sec): 3 clusters
  Score: Raw -1645719.477254 + Penalty 3130.018270 = -1642589.458984
  nChanged 119
		SP:Iteration 35Q (9975.460000 sec): 3 clusters
  Score: Raw -1645785.946637 + Penalty 3130.018270 = -1642655.928367
  nChanged 93
		SP:Iteration 36Q (9975.490000 sec): 3 clusters
  Score: Raw -1645836.509241 + Penalty 3130.018270 = -1642706.490971
  nChanged 78
		SP:Iteration 37Q (9975.520000 sec): 3 clusters
  Score: Raw -1645881.042122 + Penalty 3130.018270 = -1642751.023852
  nChanged 67
		SP:Iteration 38Q (9975.550000 sec): 3 clusters
  Score: Raw -1645917.690640 + Penalty 3130.018270 = -1642787.672370
  nChanged 51
		SP:Iteration 39Q (9975.580000 sec): 3 clusters
  Score: Raw -1645946.990944 + Penalty 3130.018270 = -1642816.972674
  nChanged 44
		SP:Iteration 40F (9975.620000 sec): 3 clusters
  Score: Raw -1645969.859648 + Penalty 3130.018270 = -1642839.841377
  nChanged 33
		SP:Iteration 41Q (9975.650000 sec): 3 clusters
  Score: Raw -1645987.559198 + Penalty 3130.018270 = -1642857.540927
  nChanged 27
		SP:Iteration 42Q (9975.670000 sec): 3 clusters
  Score: Raw -1646001.527784 + Penalty 3130.018270 = -1642871.509514
  nChanged 24
		SP:Iteration 43Q (9975.710000 sec): 3 clusters
  Score: Raw -1646010.954011 + Penalty 3130.018270 = -1642880.935741
  nChanged 13
		SP:Iteration 44Q (9975.730000 sec): 3 clusters
  Score: Raw -1646015.316251 + Penalty 3130.018270 = -1642885.297981
  nChanged 11
		SP:Iteration 45Q (9975.760000 sec): 3 clusters
  Score: Raw -1646019.571003 + Penalty 3130.018270 = -1642889.552733
  nChanged 10
		SP:Iteration 46Q (9975.790000 sec): 3 clusters
  Score: Raw -1646024.609454 + Penalty 3130.018270 = -1642894.591184
  nChanged 8
		SP:Iteration 47Q (9975.820000 sec): 3 clusters
  Score: Raw -1646029.607383 + Penalty 3130.018270 = -1642899.589113
  nChanged 8
		SP:Iteration 48Q (9975.850000 sec): 3 clusters
  Score: Raw -1646034.344812 + Penalty 3130.018270 = -1642904.326542
  nChanged 11
		SP:Iteration 49Q (9975.880000 sec): 3 clusters
  Score: Raw -1646038.626822 + Penalty 3130.018270 = -1642908.608551
  nChanged 6
		SP:Iteration 50Q (9975.910000 sec): 3 clusters
  Score: Raw -1646041.635758 + Penalty 3130.018270 = -1642911.617488
  nChanged 5
		SP:Iteration 51Q (9975.930000 sec): 3 clusters
  Score: Raw -1646043.524283 + Penalty 3130.018270 = -1642913.506013
  nChanged 6
		SP:Iteration 52Q (9975.960000 sec): 3 clusters
  Score: Raw -1646046.715096 + Penalty 3130.018270 = -1642916.696826
  nChanged 7
		SP:Iteration 53Q (9975.990000 sec): 3 clusters
  Score: Raw -1646049.724963 + Penalty 3130.018270 = -1642919.706692
  nChanged 4
		SP:Iteration 54Q (9976.020000 sec): 3 clusters
  Score: Raw -1646051.489363 + Penalty 3130.018270 = -1642921.471093
  nChanged 1
		SP:Iteration 55Q (9976.050000 sec): 3 clusters
  Score: Raw -1646051.650186 + Penalty 3130.018270 = -1642921.631916
  nChanged 1
		SP:Iteration 56Q (9976.080000 sec): 3 clusters
  Score: Raw -1646051.916039 + Penalty 3130.018270 = -1642921.897769
  nChanged 2
		SP:Iteration 57Q (9976.110000 sec): 3 clusters
  Score: Raw -1646052.520359 + Penalty 3130.018270 = -1642922.502089
  nChanged 1
		SP:Iteration 58Q (9976.130000 sec): 3 clusters
  Score: Raw -1646052.765810 + Penalty 3130.018270 = -1642922.747540
  nChanged 1
		SP:Iteration 59Q (9976.160000 sec): 3 clusters
  Score: Raw -1646053.098217 + Penalty 3130.018270 = -1642923.079947
  nChanged 1
		SP:Iteration 60F (9976.200000 sec): 3 clusters
  Score: Raw -1646053.352120 + Penalty 3130.018270 = -1642923.333850
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9976.220000 sec): 2 clusters
  Score: Raw -175375.858973 + Penalty 1208.641707 = -174167.217266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9976.220000 sec): 3 clusters
  Score: Raw -174723.200211 + Penalty 2417.283415 = -172305.916796
  nChanged 583
		SP:Iteration 1F (9976.230000 sec): 3 clusters
  Score: Raw -175204.630376 + Penalty 2417.283415 = -172787.346961
  nChanged 148
		SP:Iteration 2F (9976.230000 sec): 3 clusters
  Score: Raw -175340.038298 + Penalty 2417.283415 = -172922.754883
  nChanged 98
		SP:Iteration 3F (9976.230000 sec): 3 clusters
  Score: Raw -175429.767523 + Penalty 2417.283415 = -173012.484109
  nChanged 61
		SP:Iteration 4Q (9976.240000 sec): 3 clusters
  Score: Raw -175499.347835 + Penalty 2417.283415 = -173082.064420
  nChanged 53
		SP:Iteration 5Q (9976.240000 sec): 3 clusters
  Score: Raw -175545.256069 + Penalty 2417.283415 = -173127.972654
  nChanged 41
		SP:Iteration 6Q (9976.250000 sec): 3 clusters
  Score: Raw -175577.120114 + Penalty 2417.283415 = -173159.836700
  nChanged 41
		SP:Iteration 7Q (9976.250000 sec): 3 clusters
  Score: Raw -175609.941929 + Penalty 2417.283415 = -173192.658515
  nChanged 29
		SP:Iteration 8Q (9976.250000 sec): 3 clusters
  Score: Raw -175636.360085 + Penalty 2417.283415 = -173219.076670
  nChanged 29
		SP:Iteration 9Q (9976.260000 sec): 3 clusters
  Score: Raw -175657.795312 + Penalty 2417.283415 = -173240.511897
  nChanged 15
		SP:Iteration 10Q (9976.260000 sec): 3 clusters
  Score: Raw -175669.146278 + Penalty 2417.283415 = -173251.862863
  nChanged 16
		SP:Iteration 11Q (9976.270000 sec): 3 clusters
  Score: Raw -175678.299589 + Penalty 2417.283415 = -173261.016175
  nChanged 8
		SP:Iteration 12Q (9976.270000 sec): 3 clusters
  Score: Raw -175682.588496 + Penalty 2417.283415 = -173265.305082
  nChanged 9
		SP:Iteration 13Q (9976.270000 sec): 3 clusters
  Score: Raw -175688.197830 + Penalty 2417.283415 = -173270.914416
  nChanged 11
		SP:Iteration 14Q (9976.280000 sec): 3 clusters
  Score: Raw -175696.117320 + Penalty 2417.283415 = -173278.833905
  nChanged 17
		SP:Iteration 15Q (9976.280000 sec): 3 clusters
  Score: Raw -175705.051986 + Penalty 2417.283415 = -173287.768572
  nChanged 7
		SP:Iteration 16Q (9976.290000 sec): 3 clusters
  Score: Raw -175709.344284 + Penalty 2417.283415 = -173292.060869
  nChanged 6
		SP:Iteration 17Q (9976.290000 sec): 3 clusters
  Score: Raw -175712.680869 + Penalty 2417.283415 = -173295.397455
  nChanged 7
		SP:Iteration 18Q (9976.290000 sec): 3 clusters
  Score: Raw -175715.823948 + Penalty 2417.283415 = -173298.540534
  nChanged 8
		SP:Iteration 19Q (9976.300000 sec): 3 clusters
  Score: Raw -175719.809044 + Penalty 2417.283415 = -173302.525630
  nChanged 8
		SP:Iteration 20F (9976.300000 sec): 3 clusters
  Score: Raw -175724.540949 + Penalty 2417.283415 = -173307.257534
  nChanged 4
		SP:Iteration 21Q (9976.310000 sec): 3 clusters
  Score: Raw -175726.743404 + Penalty 2417.283415 = -173309.459989
  nChanged 3
		SP:Iteration 22Q (9976.310000 sec): 3 clusters
  Score: Raw -175730.121005 + Penalty 2417.283415 = -173312.837590
  nChanged 4
		SP:Iteration 23Q (9976.310000 sec): 3 clusters
  Score: Raw -175731.918223 + Penalty 2417.283415 = -173314.634808
  nChanged 2
		SP:Iteration 24Q (9976.320000 sec): 3 clusters
  Score: Raw -175732.241597 + Penalty 2417.283415 = -173314.958183
  nChanged 1
		SP:Iteration 25Q (9976.320000 sec): 3 clusters
  Score: Raw -175732.446903 + Penalty 2417.283415 = -173315.163488
  nChanged 1
		SP:Iteration 26Q (9976.330000 sec): 3 clusters
  Score: Raw -175732.648146 + Penalty 2417.283415 = -173315.364732
  nChanged 0
		SP:Iteration 27F (9976.330000 sec): 3 clusters
  Score: Raw -175732.648146 + Penalty 2417.283415 = -173315.364732
  nChanged 0
Iteration 179Q (10018.740000 sec): 75 clusters
  Score: Raw -155796736.634996 + Penalty 170013.000508 = -155626723.634488
  nChanged 4774
Iteration 180F (10109.010000 sec): 75 clusters
  Score: Raw -155798491.937800 + Penalty 170013.000508 = -155628478.937292
  nChanged 3983
Iteration 181Q (10119.380000 sec): 75 clusters
  Score: Raw -155799145.012475 + Penalty 170013.000508 = -155629132.011968
  nChanged 2544
Iteration 182Q (10129.640000 sec): 75 clusters
  Score: Raw -155799529.251193 + Penalty 170013.000508 = -155629516.250686
  nChanged 2140
Iteration 183Q (10139.880000 sec): 75 clusters
  Score: Raw -155799828.898914 + Penalty 170013.000508 = -155629815.898406
  nChanged 1851
Iteration 184Q (10150.040000 sec): 75 clusters
  Score: Raw -155800054.957256 + Penalty 170013.000508 = -155630041.956749
  nChanged 1644
Iteration 185Q (10160.180000 sec): 75 clusters
  Score: Raw -155800247.029298 + Penalty 170013.000508 = -155630234.028790
  nChanged 1531
Iteration 186Q (10170.310000 sec): 75 clusters
  Score: Raw -155800409.779383 + Penalty 170013.000508 = -155630396.778875
  nChanged 1368
Iteration 187Q (10180.270000 sec): 75 clusters
  Score: Raw -155800547.643893 + Penalty 170013.000508 = -155630534.643385
  nChanged 1274
Iteration 188Q (10190.270000 sec): 75 clusters
  Score: Raw -155800667.369319 + Penalty 170013.000508 = -155630654.368811
  nChanged 1199
Iteration 189Q (10200.410000 sec): 75 clusters
  Score: Raw -155800787.321551 + Penalty 170013.000508 = -155630774.321044
  nChanged 1201
Iteration 190Q (10210.440000 sec): 75 clusters
  Score: Raw -155800912.104723 + Penalty 170013.000508 = -155630899.104215
  nChanged 1236
Iteration 191Q (10220.500000 sec): 75 clusters
  Score: Raw -155801047.105567 + Penalty 170013.000508 = -155631034.105060
  nChanged 1253
Iteration 192Q (10230.530000 sec): 75 clusters
  Score: Raw -155801180.959941 + Penalty 170013.000508 = -155631167.959434
  nChanged 1244
Iteration 193Q (10240.540000 sec): 75 clusters
  Score: Raw -155801316.269968 + Penalty 170013.000508 = -155631303.269460
  nChanged 1198
Iteration 194Q (10250.630000 sec): 75 clusters
  Score: Raw -155801444.229663 + Penalty 170013.000508 = -155631431.229155
  nChanged 1184
Iteration 195Q (10260.650000 sec): 75 clusters
  Score: Raw -155801571.989056 + Penalty 170013.000508 = -155631558.988548
  nChanged 1080
Iteration 196Q (10270.640000 sec): 75 clusters
  Score: Raw -155801694.452971 + Penalty 170013.000508 = -155631681.452464
  nChanged 1105
Iteration 197Q (10280.680000 sec): 75 clusters
  Score: Raw -155801808.577478 + Penalty 170013.000508 = -155631795.576971
  nChanged 1052
Iteration 198Q (10290.750000 sec): 75 clusters
  Score: Raw -155801931.285217 + Penalty 170013.000508 = -155631918.284709
  nChanged 1067
Iteration 199Q (10300.740000 sec): 75 clusters
  Score: Raw -155802046.690168 + Penalty 170013.000508 = -155632033.689660
  nChanged 996
Iteration 200F (10390.560000 sec): 75 clusters
  Score: Raw -155802162.399749 + Penalty 170013.000508 = -155632149.399242
  nChanged 1027
Iteration 201Q (10400.670000 sec): 75 clusters
  Score: Raw -155802272.672234 + Penalty 170013.000508 = -155632259.671727
  nChanged 1022
Iteration 202Q (10410.790000 sec): 75 clusters
  Score: Raw -155802383.247673 + Penalty 170013.000508 = -155632370.247165
  nChanged 986
Iteration 203Q (10420.870000 sec): 75 clusters
  Score: Raw -155802483.589658 + Penalty 170013.000508 = -155632470.589151
  nChanged 978
Iteration 204Q (10430.970000 sec): 75 clusters
  Score: Raw -155802579.862749 + Penalty 170013.000508 = -155632566.862241
  nChanged 929
Iteration 205Q (10441.090000 sec): 75 clusters
  Score: Raw -155802668.411250 + Penalty 170013.000508 = -155632655.410742
  nChanged 912
Iteration 206Q (10451.210000 sec): 75 clusters
  Score: Raw -155802749.287334 + Penalty 170013.000508 = -155632736.286826
  nChanged 870
Iteration 207Q (10461.430000 sec): 75 clusters
  Score: Raw -155802822.220312 + Penalty 170013.000508 = -155632809.219804
  nChanged 864
Iteration 208Q (10471.510000 sec): 75 clusters
  Score: Raw -155802895.982823 + Penalty 170013.000508 = -155632882.982316
  nChanged 810
Iteration 209Q (10481.670000 sec): 75 clusters
  Score: Raw -155802964.595793 + Penalty 170013.000508 = -155632951.595285
  nChanged 818
Iteration 210Q (10491.840000 sec): 75 clusters
  Score: Raw -155803029.115737 + Penalty 170013.000508 = -155633016.115230
  nChanged 767
Iteration 211Q (10501.980000 sec): 75 clusters
  Score: Raw -155803095.677883 + Penalty 170013.000508 = -155633082.677376
  nChanged 781
Iteration 212Q (10512.150000 sec): 75 clusters
  Score: Raw -155803164.995315 + Penalty 170013.000508 = -155633151.994808
  nChanged 780
Iteration 213Q (10522.450000 sec): 75 clusters
  Score: Raw -155803225.116766 + Penalty 170013.000508 = -155633212.116259
  nChanged 769
Iteration 214Q (10532.580000 sec): 75 clusters
  Score: Raw -155803283.427397 + Penalty 170013.000508 = -155633270.426889
  nChanged 733
Iteration 215Q (10542.620000 sec): 75 clusters
  Score: Raw -155803339.077173 + Penalty 170013.000508 = -155633326.076665
  nChanged 715
Iteration 216Q (10552.700000 sec): 75 clusters
  Score: Raw -155803391.792117 + Penalty 170013.000508 = -155633378.791609
  nChanged 656
Iteration 217Q (10562.680000 sec): 75 clusters
  Score: Raw -155803438.064590 + Penalty 170013.000508 = -155633425.064082
  nChanged 615
Iteration 218Q (10572.650000 sec): 75 clusters
  Score: Raw -155803483.881688 + Penalty 170013.000508 = -155633470.881181
  nChanged 590
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155803483.881688 + Penalty 170013.000508 = -155633470.881181
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (61575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10573.070000 sec): 2 clusters
  Score: Raw -7146745.308979 + Penalty 1792.051824 = -7144953.257156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10573.240000 sec): 3 clusters
  Score: Raw -7107380.477226 + Penalty 3584.103647 = -7103796.373579
  nChanged 29073
		SP:Iteration 1F (10573.410000 sec): 3 clusters
  Score: Raw -7124396.063496 + Penalty 3584.103647 = -7120811.959848
  nChanged 3128
		SP:Iteration 2F (10573.570000 sec): 3 clusters
  Score: Raw -7125683.554504 + Penalty 3584.103647 = -7122099.450857
  nChanged 3614
		SP:Iteration 3F (10573.740000 sec): 3 clusters
  Score: Raw -7127435.276684 + Penalty 3584.103647 = -7123851.173037
  nChanged 4001
		SP:Iteration 4F (10573.900000 sec): 3 clusters
  Score: Raw -7129530.264415 + Penalty 3584.103647 = -7125946.160767
  nChanged 4046
		SP:Iteration 5F (10574.070000 sec): 3 clusters
  Score: Raw -7131674.643211 + Penalty 3584.103647 = -7128090.539564
  nChanged 3687
		SP:Iteration 6F (10574.230000 sec): 3 clusters
  Score: Raw -7133548.652077 + Penalty 3584.103647 = -7129964.548429
  nChanged 3205
		SP:Iteration 7F (10574.390000 sec): 3 clusters
  Score: Raw -7135074.937001 + Penalty 3584.103647 = -7131490.833354
  nChanged 2641
		SP:Iteration 8Q (10574.560000 sec): 3 clusters
  Score: Raw -7136358.462851 + Penalty 3584.103647 = -7132774.359203
  nChanged 2361
		SP:Iteration 9Q (10574.730000 sec): 3 clusters
  Score: Raw -7137581.059171 + Penalty 3584.103647 = -7133996.955524
  nChanged 2264
		SP:Iteration 10Q (10574.900000 sec): 3 clusters
  Score: Raw -7138898.965150 + Penalty 3584.103647 = -7135314.861502
  nChanged 2261
		SP:Iteration 11Q (10575.070000 sec): 3 clusters
  Score: Raw -7140454.814126 + Penalty 3584.103647 = -7136870.710478
  nChanged 2200
		SP:Iteration 12Q (10575.230000 sec): 3 clusters
  Score: Raw -7142153.014554 + Penalty 3584.103647 = -7138568.910907
  nChanged 1982
		SP:Iteration 13Q (10575.400000 sec): 3 clusters
  Score: Raw -7143750.344776 + Penalty 3584.103647 = -7140166.241129
  nChanged 1567
		SP:Iteration 14Q (10575.560000 sec): 3 clusters
  Score: Raw -7145046.833670 + Penalty 3584.103647 = -7141462.730022
  nChanged 1044
		SP:Iteration 15Q (10575.710000 sec): 3 clusters
  Score: Raw -7145880.553326 + Penalty 3584.103647 = -7142296.449678
  nChanged 598
		SP:Iteration 16Q (10575.860000 sec): 3 clusters
  Score: Raw -7146330.863742 + Penalty 3584.103647 = -7142746.760095
  nChanged 330
		SP:Iteration 17Q (10575.990000 sec): 3 clusters
  Score: Raw -7146578.346380 + Penalty 3584.103647 = -7142994.242733
  nChanged 207
		SP:Iteration 18Q (10576.120000 sec): 3 clusters
  Score: Raw -7146731.118271 + Penalty 3584.103647 = -7143147.014624
  nChanged 119
		SP:Iteration 19Q (10576.250000 sec): 3 clusters
  Score: Raw -7146808.882047 + Penalty 3584.103647 = -7143224.778399
  nChanged 75
		SP:Iteration 20F (10576.410000 sec): 3 clusters
  Score: Raw -7146857.916299 + Penalty 3584.103647 = -7143273.812651
  nChanged 50
		SP:Iteration 21Q (10576.530000 sec): 3 clusters
  Score: Raw -7146895.188098 + Penalty 3584.103647 = -7143311.084451
  nChanged 39
		SP:Iteration 22Q (10576.650000 sec): 3 clusters
  Score: Raw -7146926.667938 + Penalty 3584.103647 = -7143342.564291
  nChanged 34
		SP:Iteration 23Q (10576.770000 sec): 3 clusters
  Score: Raw -7146953.915732 + Penalty 3584.103647 = -7143369.812084
  nChanged 26
		SP:Iteration 24Q (10576.880000 sec): 3 clusters
  Score: Raw -7146979.007540 + Penalty 3584.103647 = -7143394.903893
  nChanged 23
		SP:Iteration 25Q (10577.000000 sec): 3 clusters
  Score: Raw -7146996.116331 + Penalty 3584.103647 = -7143412.012684
  nChanged 18
		SP:Iteration 26Q (10577.120000 sec): 3 clusters
  Score: Raw -7147010.422258 + Penalty 3584.103647 = -7143426.318611
  nChanged 9
		SP:Iteration 27Q (10577.240000 sec): 3 clusters
  Score: Raw -7147018.215750 + Penalty 3584.103647 = -7143434.112103
  nChanged 7
		SP:Iteration 28Q (10577.360000 sec): 3 clusters
  Score: Raw -7147022.449969 + Penalty 3584.103647 = -7143438.346321
  nChanged 6
		SP:Iteration 29Q (10577.470000 sec): 3 clusters
  Score: Raw -7147026.955329 + Penalty 3584.103647 = -7143442.851681
  nChanged 6
		SP:Iteration 30Q (10577.580000 sec): 3 clusters
  Score: Raw -7147030.687784 + Penalty 3584.103647 = -7143446.584136
  nChanged 6
		SP:Iteration 31Q (10577.700000 sec): 3 clusters
  Score: Raw -7147035.973716 + Penalty 3584.103647 = -7143451.870068
  nChanged 5
		SP:Iteration 32Q (10577.820000 sec): 3 clusters
  Score: Raw -7147041.681646 + Penalty 3584.103647 = -7143457.577998
  nChanged 3
		SP:Iteration 33Q (10577.930000 sec): 3 clusters
  Score: Raw -7147044.532389 + Penalty 3584.103647 = -7143460.428742
  nChanged 2
		SP:Iteration 34Q (10578.040000 sec): 3 clusters
  Score: Raw -7147045.481177 + Penalty 3584.103647 = -7143461.377529
  nChanged 0
		SP:Iteration 35F (10578.200000 sec): 3 clusters
  Score: Raw -7147045.481177 + Penalty 3584.103647 = -7143461.377529
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10578.240000 sec): 2 clusters
  Score: Raw -53584.757268 + Penalty 1033.149368 = -52551.607900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10578.240000 sec): 3 clusters
  Score: Raw -53587.166292 + Penalty 2066.298737 = -51520.867556
  nChanged 153
		SP:Iteration 1F (10578.240000 sec): 3 clusters
  Score: Raw -53835.434889 + Penalty 2066.298737 = -51769.136153
  nChanged 38
		SP:Iteration 2F (10578.240000 sec): 3 clusters
  Score: Raw -53904.291458 + Penalty 2066.298737 = -51837.992721
  nChanged 12
		SP:Iteration 3Q (10578.240000 sec): 3 clusters
  Score: Raw -53921.987669 + Penalty 2066.298737 = -51855.688933
  nChanged 14
		SP:Iteration 4Q (10578.240000 sec): 3 clusters
  Score: Raw -53945.094956 + Penalty 2066.298737 = -51878.796219
  nChanged 10
		SP:Iteration 5Q (10578.240000 sec): 3 clusters
  Score: Raw -53978.864160 + Penalty 2066.298737 = -51912.565423
  nChanged 13
		SP:Iteration 6Q (10578.240000 sec): 3 clusters
  Score: Raw -54000.507056 + Penalty 2066.298737 = -51934.208320
  nChanged 6
		SP:Iteration 7Q (10578.250000 sec): 3 clusters
  Score: Raw -54007.601558 + Penalty 2066.298737 = -51941.302821
  nChanged 5
		SP:Iteration 8Q (10578.250000 sec): 3 clusters
  Score: Raw -54014.241919 + Penalty 2066.298737 = -51947.943183
  nChanged 3
		SP:Iteration 9Q (10578.250000 sec): 3 clusters
  Score: Raw -54016.808269 + Penalty 2066.298737 = -51950.509532
  nChanged 0
		SP:Iteration 10F (10578.250000 sec): 3 clusters
  Score: Raw -54016.808269 + Penalty 2066.298737 = -51950.509532
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10578.260000 sec): 2 clusters
  Score: Raw -447267.793824 + Penalty 1345.368339 = -445922.425485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10578.280000 sec): 3 clusters
  Score: Raw -445291.771346 + Penalty 2690.736678 = -442601.034668
  nChanged 1547
		SP:Iteration 1F (10578.280000 sec): 3 clusters
  Score: Raw -446106.357264 + Penalty 2690.736678 = -443415.620586
  nChanged 305
		SP:Iteration 2F (10578.300000 sec): 3 clusters
  Score: Raw -446301.155500 + Penalty 2690.736678 = -443610.418823
  nChanged 255
		SP:Iteration 3F (10578.300000 sec): 3 clusters
  Score: Raw -446472.998408 + Penalty 2690.736678 = -443782.261730
  nChanged 232
		SP:Iteration 4F (10578.320000 sec): 3 clusters
  Score: Raw -446648.642177 + Penalty 2690.736678 = -443957.905500
  nChanged 237
		SP:Iteration 5F (10578.320000 sec): 3 clusters
  Score: Raw -446900.289374 + Penalty 2690.736678 = -444209.552697
  nChanged 258
		SP:Iteration 6F (10578.340000 sec): 3 clusters
  Score: Raw -447215.236332 + Penalty 2690.736678 = -444524.499654
  nChanged 244
		SP:Iteration 7F (10578.340000 sec): 3 clusters
  Score: Raw -447469.351868 + Penalty 2690.736678 = -444778.615190
  nChanged 180
		SP:Iteration 8Q (10578.350000 sec): 3 clusters
  Score: Raw -447620.253339 + Penalty 2690.736678 = -444929.516662
  nChanged 128
		SP:Iteration 9Q (10578.360000 sec): 3 clusters
  Score: Raw -447700.559320 + Penalty 2690.736678 = -445009.822642
  nChanged 80
		SP:Iteration 10Q (10578.370000 sec): 3 clusters
  Score: Raw -447752.037568 + Penalty 2690.736678 = -445061.300891
  nChanged 71
		SP:Iteration 11Q (10578.380000 sec): 3 clusters
  Score: Raw -447793.617115 + Penalty 2690.736678 = -445102.880437
  nChanged 47
		SP:Iteration 12Q (10578.390000 sec): 3 clusters
  Score: Raw -447817.268076 + Penalty 2690.736678 = -445126.531399
  nChanged 36
		SP:Iteration 13Q (10578.400000 sec): 3 clusters
  Score: Raw -447831.505106 + Penalty 2690.736678 = -445140.768429
  nChanged 17
		SP:Iteration 14Q (10578.410000 sec): 3 clusters
  Score: Raw -447840.365767 + Penalty 2690.736678 = -445149.629090
  nChanged 16
		SP:Iteration 15Q (10578.420000 sec): 3 clusters
  Score: Raw -447846.625086 + Penalty 2690.736678 = -445155.888409
  nChanged 12
		SP:Iteration 16Q (10578.430000 sec): 3 clusters
  Score: Raw -447850.911726 + Penalty 2690.736678 = -445160.175049
  nChanged 11
		SP:Iteration 17Q (10578.440000 sec): 3 clusters
  Score: Raw -447854.491744 + Penalty 2690.736678 = -445163.755066
  nChanged 8
		SP:Iteration 18Q (10578.450000 sec): 3 clusters
  Score: Raw -447856.708996 + Penalty 2690.736678 = -445165.972318
  nChanged 9
		SP:Iteration 19Q (10578.460000 sec): 3 clusters
  Score: Raw -447860.110112 + Penalty 2690.736678 = -445169.373434
  nChanged 5
		SP:Iteration 20F (10578.470000 sec): 3 clusters
  Score: Raw -447862.500924 + Penalty 2690.736678 = -445171.764246
  nChanged 7
		SP:Iteration 21Q (10578.480000 sec): 3 clusters
  Score: Raw -447864.827433 + Penalty 2690.736678 = -445174.090756
  nChanged 2
		SP:Iteration 22Q (10578.490000 sec): 3 clusters
  Score: Raw -447865.594357 + Penalty 2690.736678 = -445174.857679
  nChanged 2
		SP:Iteration 23Q (10578.500000 sec): 3 clusters
  Score: Raw -447866.356919 + Penalty 2690.736678 = -445175.620242
  nChanged 4
		SP:Iteration 24Q (10578.500000 sec): 3 clusters
  Score: Raw -447868.230074 + Penalty 2690.736678 = -445177.493396
  nChanged 5
		SP:Iteration 25Q (10578.520000 sec): 3 clusters
  Score: Raw -447870.307264 + Penalty 2690.736678 = -445179.570586
  nChanged 6
		SP:Iteration 26Q (10578.520000 sec): 3 clusters
  Score: Raw -447871.794915 + Penalty 2690.736678 = -445181.058238
  nChanged 4
		SP:Iteration 27Q (10578.540000 sec): 3 clusters
  Score: Raw -447872.551384 + Penalty 2690.736678 = -445181.814706
  nChanged 3
		SP:Iteration 28Q (10578.540000 sec): 3 clusters
  Score: Raw -447873.909673 + Penalty 2690.736678 = -445183.172995
  nChanged 4
		SP:Iteration 29Q (10578.550000 sec): 3 clusters
  Score: Raw -447875.685461 + Penalty 2690.736678 = -445184.948784
  nChanged 4
		SP:Iteration 30Q (10578.560000 sec): 3 clusters
  Score: Raw -447876.435240 + Penalty 2690.736678 = -445185.698562
  nChanged 1
		SP:Iteration 31Q (10578.570000 sec): 3 clusters
  Score: Raw -447876.577006 + Penalty 2690.736678 = -445185.840329
  nChanged 0
		SP:Iteration 32F (10578.580000 sec): 3 clusters
  Score: Raw -447876.577006 + Penalty 2690.736678 = -445185.840329
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10578.580000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10578.580000 sec): 3 clusters
  Score: Raw -40531.717509 + Penalty 1919.242601 = -38612.474908
  nChanged 89
		SP:Iteration 1F (10578.580000 sec): 3 clusters
  Score: Raw -40714.674091 + Penalty 1919.242601 = -38795.431491
  nChanged 22
		SP:Iteration 2F (10578.590000 sec): 3 clusters
  Score: Raw -40769.942824 + Penalty 1919.242601 = -38850.700224
  nChanged 9
		SP:Iteration 3Q (10578.590000 sec): 3 clusters
  Score: Raw -40798.282631 + Penalty 1919.242601 = -38879.040030
  nChanged 6
		SP:Iteration 4Q (10578.590000 sec): 3 clusters
  Score: Raw -40817.627635 + Penalty 1919.242601 = -38898.385035
  nChanged 2
		SP:Iteration 5Q (10578.590000 sec): 3 clusters
  Score: Raw -40823.081470 + Penalty 1919.242601 = -38903.838870
  nChanged 0
		SP:Iteration 6F (10578.590000 sec): 3 clusters
  Score: Raw -40823.081470 + Penalty 1919.242601 = -38903.838870
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10578.620000 sec): 2 clusters
  Score: Raw -1183513.135453 + Penalty 1505.010596 = -1182008.124858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10578.650000 sec): 3 clusters
  Score: Raw -1177542.788797 + Penalty 3010.021191 = -1174532.767606
  nChanged 4584
		SP:Iteration 1F (10578.680000 sec): 3 clusters
  Score: Raw -1179963.363322 + Penalty 3010.021191 = -1176953.342131
  nChanged 641
		SP:Iteration 2F (10578.710000 sec): 3 clusters
  Score: Raw -1180263.362057 + Penalty 3010.021191 = -1177253.340865
  nChanged 594
		SP:Iteration 3F (10578.730000 sec): 3 clusters
  Score: Raw -1180587.172168 + Penalty 3010.021191 = -1177577.150977
  nChanged 579
		SP:Iteration 4F (10578.760000 sec): 3 clusters
  Score: Raw -1180996.701223 + Penalty 3010.021191 = -1177986.680031
  nChanged 646
		SP:Iteration 5F (10578.790000 sec): 3 clusters
  Score: Raw -1181524.682896 + Penalty 3010.021191 = -1178514.661705
  nChanged 679
		SP:Iteration 6F (10578.820000 sec): 3 clusters
  Score: Raw -1182047.347637 + Penalty 3010.021191 = -1179037.326445
  nChanged 608
		SP:Iteration 7F (10578.840000 sec): 3 clusters
  Score: Raw -1182481.491588 + Penalty 3010.021191 = -1179471.470397
  nChanged 527
		SP:Iteration 8F (10578.870000 sec): 3 clusters
  Score: Raw -1182824.600313 + Penalty 3010.021191 = -1179814.579122
  nChanged 452
		SP:Iteration 9Q (10578.900000 sec): 3 clusters
  Score: Raw -1183106.859200 + Penalty 3010.021191 = -1180096.838009
  nChanged 384
		SP:Iteration 10Q (10578.920000 sec): 3 clusters
  Score: Raw -1183344.061985 + Penalty 3010.021191 = -1180334.040793
  nChanged 310
		SP:Iteration 11Q (10578.950000 sec): 3 clusters
  Score: Raw -1183539.394452 + Penalty 3010.021191 = -1180529.373260
  nChanged 295
		SP:Iteration 12Q (10578.980000 sec): 3 clusters
  Score: Raw -1183730.179134 + Penalty 3010.021191 = -1180720.157943
  nChanged 264
		SP:Iteration 13Q (10579.000000 sec): 3 clusters
  Score: Raw -1183875.898936 + Penalty 3010.021191 = -1180865.877745
  nChanged 212
		SP:Iteration 14Q (10579.020000 sec): 3 clusters
  Score: Raw -1183984.160109 + Penalty 3010.021191 = -1180974.138917
  nChanged 207
		SP:Iteration 15Q (10579.050000 sec): 3 clusters
  Score: Raw -1184079.737082 + Penalty 3010.021191 = -1181069.715890
  nChanged 165
		SP:Iteration 16Q (10579.080000 sec): 3 clusters
  Score: Raw -1184152.661221 + Penalty 3010.021191 = -1181142.640029
  nChanged 133
		SP:Iteration 17Q (10579.100000 sec): 3 clusters
  Score: Raw -1184208.947228 + Penalty 3010.021191 = -1181198.926036
  nChanged 128
		SP:Iteration 18Q (10579.130000 sec): 3 clusters
  Score: Raw -1184266.166006 + Penalty 3010.021191 = -1181256.144815
  nChanged 109
		SP:Iteration 19Q (10579.150000 sec): 3 clusters
  Score: Raw -1184310.405377 + Penalty 3010.021191 = -1181300.384186
  nChanged 87
		SP:Iteration 20F (10579.180000 sec): 3 clusters
  Score: Raw -1184343.499226 + Penalty 3010.021191 = -1181333.478034
  nChanged 77
		SP:Iteration 21Q (10579.200000 sec): 3 clusters
  Score: Raw -1184365.962237 + Penalty 3010.021191 = -1181355.941045
  nChanged 62
		SP:Iteration 22Q (10579.230000 sec): 3 clusters
  Score: Raw -1184383.370267 + Penalty 3010.021191 = -1181373.349076
  nChanged 59
		SP:Iteration 23Q (10579.250000 sec): 3 clusters
  Score: Raw -1184400.986135 + Penalty 3010.021191 = -1181390.964943
  nChanged 54
		SP:Iteration 24Q (10579.280000 sec): 3 clusters
  Score: Raw -1184414.393852 + Penalty 3010.021191 = -1181404.372661
  nChanged 47
		SP:Iteration 25Q (10579.300000 sec): 3 clusters
  Score: Raw -1184423.323157 + Penalty 3010.021191 = -1181413.301966
  nChanged 39
		SP:Iteration 26Q (10579.330000 sec): 3 clusters
  Score: Raw -1184430.523159 + Penalty 3010.021191 = -1181420.501967
  nChanged 33
		SP:Iteration 27Q (10579.350000 sec): 3 clusters
  Score: Raw -1184436.823697 + Penalty 3010.021191 = -1181426.802505
  nChanged 31
		SP:Iteration 28Q (10579.380000 sec): 3 clusters
  Score: Raw -1184442.785477 + Penalty 3010.021191 = -1181432.764286
  nChanged 29
		SP:Iteration 29Q (10579.400000 sec): 3 clusters
  Score: Raw -1184447.907169 + Penalty 3010.021191 = -1181437.885978
  nChanged 26
		SP:Iteration 30Q (10579.430000 sec): 3 clusters
  Score: Raw -1184452.253329 + Penalty 3010.021191 = -1181442.232137
  nChanged 20
		SP:Iteration 31Q (10579.450000 sec): 3 clusters
  Score: Raw -1184455.470692 + Penalty 3010.021191 = -1181445.449501
  nChanged 20
		SP:Iteration 32Q (10579.480000 sec): 3 clusters
  Score: Raw -1184459.857452 + Penalty 3010.021191 = -1181449.836260
  nChanged 19
		SP:Iteration 33Q (10579.500000 sec): 3 clusters
  Score: Raw -1184463.849233 + Penalty 3010.021191 = -1181453.828041
  nChanged 11
		SP:Iteration 34Q (10579.530000 sec): 3 clusters
  Score: Raw -1184465.557101 + Penalty 3010.021191 = -1181455.535910
  nChanged 9
		SP:Iteration 35Q (10579.550000 sec): 3 clusters
  Score: Raw -1184466.615131 + Penalty 3010.021191 = -1181456.593940
  nChanged 8
		SP:Iteration 36Q (10579.580000 sec): 3 clusters
  Score: Raw -1184467.530944 + Penalty 3010.021191 = -1181457.509752
  nChanged 5
		SP:Iteration 37Q (10579.600000 sec): 3 clusters
  Score: Raw -1184468.421539 + Penalty 3010.021191 = -1181458.400348
  nChanged 8
		SP:Iteration 38Q (10579.630000 sec): 3 clusters
  Score: Raw -1184469.556545 + Penalty 3010.021191 = -1181459.535353
  nChanged 6
		SP:Iteration 39Q (10579.660000 sec): 3 clusters
  Score: Raw -1184470.329821 + Penalty 3010.021191 = -1181460.308629
  nChanged 6
		SP:Iteration 40F (10579.680000 sec): 3 clusters
  Score: Raw -1184470.970715 + Penalty 3010.021191 = -1181460.949523
  nChanged 10
		SP:Iteration 41Q (10579.710000 sec): 3 clusters
  Score: Raw -1184472.143275 + Penalty 3010.021191 = -1181462.122084
  nChanged 9
		SP:Iteration 42Q (10579.730000 sec): 3 clusters
  Score: Raw -1184473.598905 + Penalty 3010.021191 = -1181463.577714
  nChanged 13
		SP:Iteration 43Q (10579.760000 sec): 3 clusters
  Score: Raw -1184475.272573 + Penalty 3010.021191 = -1181465.251381
  nChanged 12
		SP:Iteration 44Q (10579.780000 sec): 3 clusters
  Score: Raw -1184476.924988 + Penalty 3010.021191 = -1181466.903796
  nChanged 12
		SP:Iteration 45Q (10579.810000 sec): 3 clusters
  Score: Raw -1184478.501534 + Penalty 3010.021191 = -1181468.480343
  nChanged 12
		SP:Iteration 46Q (10579.840000 sec): 3 clusters
  Score: Raw -1184480.065796 + Penalty 3010.021191 = -1181470.044605
  nChanged 11
		SP:Iteration 47Q (10579.860000 sec): 3 clusters
  Score: Raw -1184481.558525 + Penalty 3010.021191 = -1181471.537333
  nChanged 16
		SP:Iteration 48Q (10579.880000 sec): 3 clusters
  Score: Raw -1184483.626690 + Penalty 3010.021191 = -1181473.605499
  nChanged 14
		SP:Iteration 49Q (10579.910000 sec): 3 clusters
  Score: Raw -1184485.528404 + Penalty 3010.021191 = -1181475.507213
  nChanged 9
		SP:Iteration 50Q (10579.940000 sec): 3 clusters
  Score: Raw -1184486.893103 + Penalty 3010.021191 = -1181476.871911
  nChanged 6
		SP:Iteration 51Q (10579.960000 sec): 3 clusters
  Score: Raw -1184487.613126 + Penalty 3010.021191 = -1181477.591934
  nChanged 7
		SP:Iteration 52Q (10579.990000 sec): 3 clusters
  Score: Raw -1184488.490458 + Penalty 3010.021191 = -1181478.469266
  nChanged 5
		SP:Iteration 53Q (10580.010000 sec): 3 clusters
  Score: Raw -1184489.139499 + Penalty 3010.021191 = -1181479.118308
  nChanged 9
		SP:Iteration 54Q (10580.040000 sec): 3 clusters
  Score: Raw -1184490.226089 + Penalty 3010.021191 = -1181480.204898
  nChanged 8
		SP:Iteration 55Q (10580.060000 sec): 3 clusters
  Score: Raw -1184491.373195 + Penalty 3010.021191 = -1181481.352004
  nChanged 11
		SP:Iteration 56Q (10580.090000 sec): 3 clusters
  Score: Raw -1184493.102629 + Penalty 3010.021191 = -1181483.081438
  nChanged 6
		SP:Iteration 57Q (10580.110000 sec): 3 clusters
  Score: Raw -1184493.864595 + Penalty 3010.021191 = -1181483.843404
  nChanged 6
		SP:Iteration 58Q (10580.140000 sec): 3 clusters
  Score: Raw -1184494.941914 + Penalty 3010.021191 = -1181484.920723
  nChanged 5
		SP:Iteration 59Q (10580.160000 sec): 3 clusters
  Score: Raw -1184495.427464 + Penalty 3010.021191 = -1181485.406273
  nChanged 4
		SP:Iteration 60F (10580.190000 sec): 3 clusters
  Score: Raw -1184495.754880 + Penalty 3010.021191 = -1181485.733688
  nChanged 1
		SP:Iteration 61Q (10580.220000 sec): 3 clusters
  Score: Raw -1184495.850306 + Penalty 3010.021191 = -1181485.829114
  nChanged 2
		SP:Iteration 62Q (10580.240000 sec): 3 clusters
  Score: Raw -1184496.168520 + Penalty 3010.021191 = -1181486.147328
  nChanged 5
		SP:Iteration 63Q (10580.260000 sec): 3 clusters
  Score: Raw -1184496.602424 + Penalty 3010.021191 = -1181486.581233
  nChanged 3
		SP:Iteration 64Q (10580.290000 sec): 3 clusters
  Score: Raw -1184496.879136 + Penalty 3010.021191 = -1181486.857945
  nChanged 3
		SP:Iteration 65Q (10580.310000 sec): 3 clusters
  Score: Raw -1184497.183850 + Penalty 3010.021191 = -1181487.162659
  nChanged 4
		SP:Iteration 66Q (10580.340000 sec): 3 clusters
  Score: Raw -1184497.637698 + Penalty 3010.021191 = -1181487.616507
  nChanged 4
		SP:Iteration 67Q (10580.360000 sec): 3 clusters
  Score: Raw -1184498.583999 + Penalty 3010.021191 = -1181488.562808
  nChanged 6
		SP:Iteration 68Q (10580.380000 sec): 3 clusters
  Score: Raw -1184499.428125 + Penalty 3010.021191 = -1181489.406934
  nChanged 12
		SP:Iteration 69Q (10580.410000 sec): 3 clusters
  Score: Raw -1184501.597211 + Penalty 3010.021191 = -1181491.576019
  nChanged 18
		SP:Iteration 70Q (10580.430000 sec): 3 clusters
  Score: Raw -1184504.952358 + Penalty 3010.021191 = -1181494.931167
  nChanged 27
		SP:Iteration 71Q (10580.460000 sec): 3 clusters
  Score: Raw -1184511.331625 + Penalty 3010.021191 = -1181501.310433
  nChanged 40
		SP:Iteration 72Q (10580.480000 sec): 3 clusters
  Score: Raw -1184520.474186 + Penalty 3010.021191 = -1181510.452995
  nChanged 38
		SP:Iteration 73Q (10580.500000 sec): 3 clusters
  Score: Raw -1184528.400656 + Penalty 3010.021191 = -1181518.379465
  nChanged 32
		SP:Iteration 74Q (10580.520000 sec): 3 clusters
  Score: Raw -1184534.875154 + Penalty 3010.021191 = -1181524.853963
  nChanged 35
		SP:Iteration 75Q (10580.550000 sec): 3 clusters
  Score: Raw -1184541.121911 + Penalty 3010.021191 = -1181531.100719
  nChanged 23
		SP:Iteration 76Q (10580.570000 sec): 3 clusters
  Score: Raw -1184544.884250 + Penalty 3010.021191 = -1181534.863059
  nChanged 15
		SP:Iteration 77Q (10580.600000 sec): 3 clusters
  Score: Raw -1184547.535062 + Penalty 3010.021191 = -1181537.513870
  nChanged 12
		SP:Iteration 78Q (10580.620000 sec): 3 clusters
  Score: Raw -1184549.200211 + Penalty 3010.021191 = -1181539.179020
  nChanged 10
		SP:Iteration 79Q (10580.640000 sec): 3 clusters
  Score: Raw -1184550.119050 + Penalty 3010.021191 = -1181540.097859
  nChanged 10
		SP:Iteration 80F (10580.670000 sec): 3 clusters
  Score: Raw -1184551.788813 + Penalty 3010.021191 = -1181541.767621
  nChanged 12
		SP:Iteration 81Q (10580.690000 sec): 3 clusters
  Score: Raw -1184553.632139 + Penalty 3010.021191 = -1181543.610947
  nChanged 13
		SP:Iteration 82Q (10580.720000 sec): 3 clusters
  Score: Raw -1184555.027065 + Penalty 3010.021191 = -1181545.005873
  nChanged 11
		SP:Iteration 83Q (10580.740000 sec): 3 clusters
  Score: Raw -1184556.674488 + Penalty 3010.021191 = -1181546.653297
  nChanged 9
		SP:Iteration 84Q (10580.760000 sec): 3 clusters
  Score: Raw -1184557.908244 + Penalty 3010.021191 = -1181547.887053
  nChanged 3
		SP:Iteration 85Q (10580.790000 sec): 3 clusters
  Score: Raw -1184558.196287 + Penalty 3010.021191 = -1181548.175096
  nChanged 4
		SP:Iteration 86Q (10580.810000 sec): 3 clusters
  Score: Raw -1184558.719140 + Penalty 3010.021191 = -1181548.697948
  nChanged 3
		SP:Iteration 87Q (10580.830000 sec): 3 clusters
  Score: Raw -1184558.952698 + Penalty 3010.021191 = -1181548.931507
  nChanged 0
		SP:Iteration 88F (10580.860000 sec): 3 clusters
  Score: Raw -1184558.952698 + Penalty 3010.021191 = -1181548.931507
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (19863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10580.920000 sec): 2 clusters
  Score: Raw -2170971.230165 + Penalty 1608.199772 = -2169363.030392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10580.970000 sec): 3 clusters
  Score: Raw -2159137.415466 + Penalty 3216.399545 = -2155921.015922
  nChanged 8939
		SP:Iteration 1F (10581.020000 sec): 3 clusters
  Score: Raw -2164304.905688 + Penalty 3216.399545 = -2161088.506144
  nChanged 1270
		SP:Iteration 2F (10581.080000 sec): 3 clusters
  Score: Raw -2164921.872128 + Penalty 3216.399545 = -2161705.472583
  nChanged 1142
		SP:Iteration 3F (10581.130000 sec): 3 clusters
  Score: Raw -2165476.591454 + Penalty 3216.399545 = -2162260.191909
  nChanged 1050
		SP:Iteration 4F (10581.180000 sec): 3 clusters
  Score: Raw -2165991.002644 + Penalty 3216.399545 = -2162774.603100
  nChanged 1012
		SP:Iteration 5F (10581.240000 sec): 3 clusters
  Score: Raw -2166496.588372 + Penalty 3216.399545 = -2163280.188827
  nChanged 947
		SP:Iteration 6Q (10581.290000 sec): 3 clusters
  Score: Raw -2166963.280814 + Penalty 3216.399545 = -2163746.881269
  nChanged 855
		SP:Iteration 7Q (10581.340000 sec): 3 clusters
  Score: Raw -2167402.194365 + Penalty 3216.399545 = -2164185.794821
  nChanged 835
		SP:Iteration 8Q (10581.390000 sec): 3 clusters
  Score: Raw -2167823.833551 + Penalty 3216.399545 = -2164607.434007
  nChanged 759
		SP:Iteration 9Q (10581.440000 sec): 3 clusters
  Score: Raw -2168174.243639 + Penalty 3216.399545 = -2164957.844095
  nChanged 651
		SP:Iteration 10Q (10581.500000 sec): 3 clusters
  Score: Raw -2168458.758826 + Penalty 3216.399545 = -2165242.359282
  nChanged 531
		SP:Iteration 11Q (10581.550000 sec): 3 clusters
  Score: Raw -2168639.542632 + Penalty 3216.399545 = -2165423.143088
  nChanged 390
		SP:Iteration 12Q (10581.600000 sec): 3 clusters
  Score: Raw -2168752.296126 + Penalty 3216.399545 = -2165535.896582
  nChanged 321
		SP:Iteration 13Q (10581.650000 sec): 3 clusters
  Score: Raw -2168835.010932 + Penalty 3216.399545 = -2165618.611388
  nChanged 258
		SP:Iteration 14Q (10581.700000 sec): 3 clusters
  Score: Raw -2168901.571754 + Penalty 3216.399545 = -2165685.172210
  nChanged 207
		SP:Iteration 15Q (10581.760000 sec): 3 clusters
  Score: Raw -2168951.927958 + Penalty 3216.399545 = -2165735.528413
  nChanged 198
		SP:Iteration 16Q (10581.810000 sec): 3 clusters
  Score: Raw -2168998.907379 + Penalty 3216.399545 = -2165782.507834
  nChanged 192
		SP:Iteration 17Q (10581.860000 sec): 3 clusters
  Score: Raw -2169049.705783 + Penalty 3216.399545 = -2165833.306238
  nChanged 210
		SP:Iteration 18Q (10581.910000 sec): 3 clusters
  Score: Raw -2169106.796814 + Penalty 3216.399545 = -2165890.397269
  nChanged 223
		SP:Iteration 19Q (10581.960000 sec): 3 clusters
  Score: Raw -2169164.398890 + Penalty 3216.399545 = -2165947.999345
  nChanged 213
		SP:Iteration 20F (10582.020000 sec): 3 clusters
  Score: Raw -2169220.451181 + Penalty 3216.399545 = -2166004.051636
  nChanged 214
		SP:Iteration 21Q (10582.070000 sec): 3 clusters
  Score: Raw -2169281.418697 + Penalty 3216.399545 = -2166065.019153
  nChanged 219
		SP:Iteration 22Q (10582.120000 sec): 3 clusters
  Score: Raw -2169351.122781 + Penalty 3216.399545 = -2166134.723236
  nChanged 240
		SP:Iteration 23Q (10582.180000 sec): 3 clusters
  Score: Raw -2169425.300982 + Penalty 3216.399545 = -2166208.901437
  nChanged 224
		SP:Iteration 24Q (10582.230000 sec): 3 clusters
  Score: Raw -2169495.902220 + Penalty 3216.399545 = -2166279.502675
  nChanged 247
		SP:Iteration 25Q (10582.280000 sec): 3 clusters
  Score: Raw -2169574.812722 + Penalty 3216.399545 = -2166358.413178
  nChanged 261
		SP:Iteration 26Q (10582.340000 sec): 3 clusters
  Score: Raw -2169664.103934 + Penalty 3216.399545 = -2166447.704390
  nChanged 264
		SP:Iteration 27Q (10582.390000 sec): 3 clusters
  Score: Raw -2169757.746558 + Penalty 3216.399545 = -2166541.347013
  nChanged 261
		SP:Iteration 28Q (10582.440000 sec): 3 clusters
  Score: Raw -2169857.911657 + Penalty 3216.399545 = -2166641.512112
  nChanged 253
		SP:Iteration 29Q (10582.490000 sec): 3 clusters
  Score: Raw -2169955.577934 + Penalty 3216.399545 = -2166739.178389
  nChanged 244
		SP:Iteration 30Q (10582.540000 sec): 3 clusters
  Score: Raw -2170044.865699 + Penalty 3216.399545 = -2166828.466154
  nChanged 228
		SP:Iteration 31Q (10582.590000 sec): 3 clusters
  Score: Raw -2170137.830159 + Penalty 3216.399545 = -2166921.430615
  nChanged 230
		SP:Iteration 32Q (10582.640000 sec): 3 clusters
  Score: Raw -2170218.023745 + Penalty 3216.399545 = -2167001.624200
  nChanged 201
		SP:Iteration 33Q (10582.690000 sec): 3 clusters
  Score: Raw -2170279.582266 + Penalty 3216.399545 = -2167063.182722
  nChanged 208
		SP:Iteration 34Q (10582.740000 sec): 3 clusters
  Score: Raw -2170339.334600 + Penalty 3216.399545 = -2167122.935055
  nChanged 183
		SP:Iteration 35Q (10582.790000 sec): 3 clusters
  Score: Raw -2170401.649313 + Penalty 3216.399545 = -2167185.249769
  nChanged 183
		SP:Iteration 36Q (10582.840000 sec): 3 clusters
  Score: Raw -2170457.289593 + Penalty 3216.399545 = -2167240.890049
  nChanged 155
		SP:Iteration 37Q (10582.890000 sec): 3 clusters
  Score: Raw -2170501.808041 + Penalty 3216.399545 = -2167285.408497
  nChanged 156
		SP:Iteration 38Q (10582.940000 sec): 3 clusters
  Score: Raw -2170542.873249 + Penalty 3216.399545 = -2167326.473705
  nChanged 146
		SP:Iteration 39Q (10582.990000 sec): 3 clusters
  Score: Raw -2170576.886824 + Penalty 3216.399545 = -2167360.487279
  nChanged 121
		SP:Iteration 40F (10583.050000 sec): 3 clusters
  Score: Raw -2170618.555924 + Penalty 3216.399545 = -2167402.156380
  nChanged 142
		SP:Iteration 41Q (10583.090000 sec): 3 clusters
  Score: Raw -2170671.075522 + Penalty 3216.399545 = -2167454.675977
  nChanged 162
		SP:Iteration 42Q (10583.150000 sec): 3 clusters
  Score: Raw -2170722.020696 + Penalty 3216.399545 = -2167505.621151
  nChanged 160
		SP:Iteration 43Q (10583.190000 sec): 3 clusters
  Score: Raw -2170764.553460 + Penalty 3216.399545 = -2167548.153915
  nChanged 158
		SP:Iteration 44Q (10583.250000 sec): 3 clusters
  Score: Raw -2170805.197438 + Penalty 3216.399545 = -2167588.797893
  nChanged 129
		SP:Iteration 45Q (10583.290000 sec): 3 clusters
  Score: Raw -2170838.207776 + Penalty 3216.399545 = -2167621.808232
  nChanged 139
		SP:Iteration 46Q (10583.340000 sec): 3 clusters
  Score: Raw -2170872.266821 + Penalty 3216.399545 = -2167655.867276
  nChanged 132
		SP:Iteration 47Q (10583.390000 sec): 3 clusters
  Score: Raw -2170905.012104 + Penalty 3216.399545 = -2167688.612560
  nChanged 106
		SP:Iteration 48Q (10583.440000 sec): 3 clusters
  Score: Raw -2170925.490953 + Penalty 3216.399545 = -2167709.091408
  nChanged 78
		SP:Iteration 49Q (10583.490000 sec): 3 clusters
  Score: Raw -2170941.643315 + Penalty 3216.399545 = -2167725.243771
  nChanged 71
		SP:Iteration 50Q (10583.540000 sec): 3 clusters
  Score: Raw -2170956.904375 + Penalty 3216.399545 = -2167740.504831
  nChanged 88
		SP:Iteration 51Q (10583.590000 sec): 3 clusters
  Score: Raw -2170973.305464 + Penalty 3216.399545 = -2167756.905919
  nChanged 69
		SP:Iteration 52Q (10583.630000 sec): 3 clusters
  Score: Raw -2170985.450533 + Penalty 3216.399545 = -2167769.050988
  nChanged 71
		SP:Iteration 53Q (10583.680000 sec): 3 clusters
  Score: Raw -2170996.654742 + Penalty 3216.399545 = -2167780.255198
  nChanged 62
		SP:Iteration 54Q (10583.730000 sec): 3 clusters
  Score: Raw -2171009.071122 + Penalty 3216.399545 = -2167792.671577
  nChanged 65
		SP:Iteration 55Q (10583.780000 sec): 3 clusters
  Score: Raw -2171021.458385 + Penalty 3216.399545 = -2167805.058841
  nChanged 52
		SP:Iteration 56Q (10583.820000 sec): 3 clusters
  Score: Raw -2171029.098818 + Penalty 3216.399545 = -2167812.699273
  nChanged 55
		SP:Iteration 57Q (10583.870000 sec): 3 clusters
  Score: Raw -2171037.623524 + Penalty 3216.399545 = -2167821.223979
  nChanged 49
		SP:Iteration 58Q (10583.920000 sec): 3 clusters
  Score: Raw -2171044.069900 + Penalty 3216.399545 = -2167827.670355
  nChanged 51
		SP:Iteration 59Q (10583.970000 sec): 3 clusters
  Score: Raw -2171050.978734 + Penalty 3216.399545 = -2167834.579190
  nChanged 47
		SP:Iteration 60F (10584.020000 sec): 3 clusters
  Score: Raw -2171056.338972 + Penalty 3216.399545 = -2167839.939427
  nChanged 29
		SP:Iteration 61Q (10584.070000 sec): 3 clusters
  Score: Raw -2171058.801673 + Penalty 3216.399545 = -2167842.402128
  nChanged 22
		SP:Iteration 62Q (10584.110000 sec): 3 clusters
  Score: Raw -2171060.755055 + Penalty 3216.399545 = -2167844.355511
  nChanged 31
		SP:Iteration 63Q (10584.160000 sec): 3 clusters
  Score: Raw -2171063.666249 + Penalty 3216.399545 = -2167847.266704
  nChanged 30
		SP:Iteration 64Q (10584.210000 sec): 3 clusters
  Score: Raw -2171066.808289 + Penalty 3216.399545 = -2167850.408745
  nChanged 33
		SP:Iteration 65Q (10584.250000 sec): 3 clusters
  Score: Raw -2171070.053671 + Penalty 3216.399545 = -2167853.654126
  nChanged 33
		SP:Iteration 66Q (10584.300000 sec): 3 clusters
  Score: Raw -2171073.342550 + Penalty 3216.399545 = -2167856.943005
  nChanged 28
		SP:Iteration 67Q (10584.350000 sec): 3 clusters
  Score: Raw -2171077.361659 + Penalty 3216.399545 = -2167860.962114
  nChanged 29
		SP:Iteration 68Q (10584.390000 sec): 3 clusters
  Score: Raw -2171080.885130 + Penalty 3216.399545 = -2167864.485585
  nChanged 26
		SP:Iteration 69Q (10584.440000 sec): 3 clusters
  Score: Raw -2171083.183988 + Penalty 3216.399545 = -2167866.784443
  nChanged 19
		SP:Iteration 70Q (10584.490000 sec): 3 clusters
  Score: Raw -2171084.951522 + Penalty 3216.399545 = -2167868.551978
  nChanged 19
		SP:Iteration 71Q (10584.530000 sec): 3 clusters
  Score: Raw -2171086.498855 + Penalty 3216.399545 = -2167870.099311
  nChanged 13
		SP:Iteration 72Q (10584.580000 sec): 3 clusters
  Score: Raw -2171087.642150 + Penalty 3216.399545 = -2167871.242605
  nChanged 11
		SP:Iteration 73Q (10584.630000 sec): 3 clusters
  Score: Raw -2171089.240623 + Penalty 3216.399545 = -2167872.841078
  nChanged 17
		SP:Iteration 74Q (10584.680000 sec): 3 clusters
  Score: Raw -2171091.277345 + Penalty 3216.399545 = -2167874.877800
  nChanged 15
		SP:Iteration 75Q (10584.730000 sec): 3 clusters
  Score: Raw -2171092.864406 + Penalty 3216.399545 = -2167876.464862
  nChanged 13
		SP:Iteration 76Q (10584.770000 sec): 3 clusters
  Score: Raw -2171093.840123 + Penalty 3216.399545 = -2167877.440578
  nChanged 15
		SP:Iteration 77Q (10584.820000 sec): 3 clusters
  Score: Raw -2171094.748531 + Penalty 3216.399545 = -2167878.348987
  nChanged 7
		SP:Iteration 78Q (10584.870000 sec): 3 clusters
  Score: Raw -2171095.246821 + Penalty 3216.399545 = -2167878.847276
  nChanged 5
		SP:Iteration 79Q (10584.910000 sec): 3 clusters
  Score: Raw -2171095.541556 + Penalty 3216.399545 = -2167879.142012
  nChanged 6
		SP:Iteration 80F (10584.970000 sec): 3 clusters
  Score: Raw -2171095.840763 + Penalty 3216.399545 = -2167879.441218
  nChanged 2
		SP:Iteration 81Q (10585.010000 sec): 3 clusters
  Score: Raw -2171095.978061 + Penalty 3216.399545 = -2167879.578516
  nChanged 1
		SP:Iteration 82Q (10585.060000 sec): 3 clusters
  Score: Raw -2171096.061095 + Penalty 3216.399545 = -2167879.661550
  nChanged 2
		SP:Iteration 83Q (10585.110000 sec): 3 clusters
  Score: Raw -2171096.212165 + Penalty 3216.399545 = -2167879.812621
  nChanged 3
		SP:Iteration 84Q (10585.150000 sec): 3 clusters
  Score: Raw -2171096.405684 + Penalty 3216.399545 = -2167880.006139
  nChanged 3
		SP:Iteration 85Q (10585.200000 sec): 3 clusters
  Score: Raw -2171096.568711 + Penalty 3216.399545 = -2167880.169166
  nChanged 2
		SP:Iteration 86Q (10585.250000 sec): 3 clusters
  Score: Raw -2171096.648017 + Penalty 3216.399545 = -2167880.248472
  nChanged 3
		SP:Iteration 87Q (10585.300000 sec): 3 clusters
  Score: Raw -2171096.757494 + Penalty 3216.399545 = -2167880.357949
  nChanged 6
		SP:Iteration 88Q (10585.350000 sec): 3 clusters
  Score: Raw -2171097.176684 + Penalty 3216.399545 = -2167880.777139
  nChanged 7
		SP:Iteration 89Q (10585.390000 sec): 3 clusters
  Score: Raw -2171097.598729 + Penalty 3216.399545 = -2167881.199184
  nChanged 6
		SP:Iteration 90Q (10585.440000 sec): 3 clusters
  Score: Raw -2171097.892400 + Penalty 3216.399545 = -2167881.492855
  nChanged 4
		SP:Iteration 91Q (10585.490000 sec): 3 clusters
  Score: Raw -2171098.115932 + Penalty 3216.399545 = -2167881.716388
  nChanged 0
		SP:Iteration 92F (10585.540000 sec): 3 clusters
  Score: Raw -2171098.115932 + Penalty 3216.399545 = -2167881.716388
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10585.570000 sec): 2 clusters
  Score: Raw -1259393.175353 + Penalty 1508.281185 = -1257884.894168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10585.600000 sec): 3 clusters
  Score: Raw -1253273.194365 + Penalty 3016.562370 = -1250256.631996
  nChanged 4677
		SP:Iteration 1F (10585.630000 sec): 3 clusters
  Score: Raw -1255736.612337 + Penalty 3016.562370 = -1252720.049967
  nChanged 622
		SP:Iteration 2F (10585.650000 sec): 3 clusters
  Score: Raw -1256008.514934 + Penalty 3016.562370 = -1252991.952564
  nChanged 528
		SP:Iteration 3Q (10585.680000 sec): 3 clusters
  Score: Raw -1256218.770045 + Penalty 3016.562370 = -1253202.207675
  nChanged 482
		SP:Iteration 4Q (10585.710000 sec): 3 clusters
  Score: Raw -1256421.379222 + Penalty 3016.562370 = -1253404.816853
  nChanged 458
		SP:Iteration 5Q (10585.740000 sec): 3 clusters
  Score: Raw -1256641.719463 + Penalty 3016.562370 = -1253625.157093
  nChanged 488
		SP:Iteration 6Q (10585.770000 sec): 3 clusters
  Score: Raw -1256881.936129 + Penalty 3016.562370 = -1253865.373759
  nChanged 464
		SP:Iteration 7Q (10585.790000 sec): 3 clusters
  Score: Raw -1257130.830266 + Penalty 3016.562370 = -1254114.267896
  nChanged 472
		SP:Iteration 8Q (10585.820000 sec): 3 clusters
  Score: Raw -1257407.746918 + Penalty 3016.562370 = -1254391.184549
  nChanged 463
		SP:Iteration 9Q (10585.850000 sec): 3 clusters
  Score: Raw -1257665.891016 + Penalty 3016.562370 = -1254649.328647
  nChanged 436
		SP:Iteration 10Q (10585.870000 sec): 3 clusters
  Score: Raw -1257897.520606 + Penalty 3016.562370 = -1254880.958236
  nChanged 363
		SP:Iteration 11Q (10585.900000 sec): 3 clusters
  Score: Raw -1258097.480914 + Penalty 3016.562370 = -1255080.918544
  nChanged 330
		SP:Iteration 12Q (10585.930000 sec): 3 clusters
  Score: Raw -1258268.671367 + Penalty 3016.562370 = -1255252.108998
  nChanged 293
		SP:Iteration 13Q (10585.950000 sec): 3 clusters
  Score: Raw -1258412.713101 + Penalty 3016.562370 = -1255396.150731
  nChanged 257
		SP:Iteration 14Q (10585.980000 sec): 3 clusters
  Score: Raw -1258546.432033 + Penalty 3016.562370 = -1255529.869663
  nChanged 229
		SP:Iteration 15Q (10586.010000 sec): 3 clusters
  Score: Raw -1258662.002778 + Penalty 3016.562370 = -1255645.440409
  nChanged 204
		SP:Iteration 16Q (10586.030000 sec): 3 clusters
  Score: Raw -1258766.079368 + Penalty 3016.562370 = -1255749.516998
  nChanged 204
		SP:Iteration 17Q (10586.060000 sec): 3 clusters
  Score: Raw -1258893.434883 + Penalty 3016.562370 = -1255876.872514
  nChanged 190
		SP:Iteration 18Q (10586.090000 sec): 3 clusters
  Score: Raw -1259002.624795 + Penalty 3016.562370 = -1255986.062425
  nChanged 155
		SP:Iteration 19Q (10586.110000 sec): 3 clusters
  Score: Raw -1259094.937134 + Penalty 3016.562370 = -1256078.374764
  nChanged 140
		SP:Iteration 20F (10586.140000 sec): 3 clusters
  Score: Raw -1259195.220005 + Penalty 3016.562370 = -1256178.657636
  nChanged 135
		SP:Iteration 21Q (10586.170000 sec): 3 clusters
  Score: Raw -1259287.350531 + Penalty 3016.562370 = -1256270.788161
  nChanged 110
		SP:Iteration 22Q (10586.190000 sec): 3 clusters
  Score: Raw -1259353.162543 + Penalty 3016.562370 = -1256336.600174
  nChanged 90
		SP:Iteration 23Q (10586.210000 sec): 3 clusters
  Score: Raw -1259396.669958 + Penalty 3016.562370 = -1256380.107588
  nChanged 72
		SP:Iteration 24Q (10586.240000 sec): 3 clusters
  Score: Raw -1259430.171058 + Penalty 3016.562370 = -1256413.608689
  nChanged 53
		SP:Iteration 25Q (10586.260000 sec): 3 clusters
  Score: Raw -1259457.275691 + Penalty 3016.562370 = -1256440.713321
  nChanged 44
		SP:Iteration 26Q (10586.280000 sec): 3 clusters
  Score: Raw -1259477.661564 + Penalty 3016.562370 = -1256461.099194
  nChanged 39
		SP:Iteration 27Q (10586.310000 sec): 3 clusters
  Score: Raw -1259493.298662 + Penalty 3016.562370 = -1256476.736292
  nChanged 33
		SP:Iteration 28Q (10586.330000 sec): 3 clusters
  Score: Raw -1259506.485309 + Penalty 3016.562370 = -1256489.922939
  nChanged 31
		SP:Iteration 29Q (10586.350000 sec): 3 clusters
  Score: Raw -1259520.749774 + Penalty 3016.562370 = -1256504.187405
  nChanged 22
		SP:Iteration 30Q (10586.370000 sec): 3 clusters
  Score: Raw -1259528.450866 + Penalty 3016.562370 = -1256511.888496
  nChanged 18
		SP:Iteration 31Q (10586.390000 sec): 3 clusters
  Score: Raw -1259534.940109 + Penalty 3016.562370 = -1256518.377739
  nChanged 18
		SP:Iteration 32Q (10586.410000 sec): 3 clusters
  Score: Raw -1259541.643964 + Penalty 3016.562370 = -1256525.081594
  nChanged 20
		SP:Iteration 33Q (10586.430000 sec): 3 clusters
  Score: Raw -1259549.727995 + Penalty 3016.562370 = -1256533.165625
  nChanged 16
		SP:Iteration 34Q (10586.460000 sec): 3 clusters
  Score: Raw -1259556.096457 + Penalty 3016.562370 = -1256539.534088
  nChanged 13
		SP:Iteration 35Q (10586.480000 sec): 3 clusters
  Score: Raw -1259561.750199 + Penalty 3016.562370 = -1256545.187829
  nChanged 16
		SP:Iteration 36Q (10586.500000 sec): 3 clusters
  Score: Raw -1259568.356495 + Penalty 3016.562370 = -1256551.794126
  nChanged 16
		SP:Iteration 37Q (10586.520000 sec): 3 clusters
  Score: Raw -1259574.554593 + Penalty 3016.562370 = -1256557.992223
  nChanged 9
		SP:Iteration 38Q (10586.540000 sec): 3 clusters
  Score: Raw -1259577.488787 + Penalty 3016.562370 = -1256560.926417
  nChanged 8
		SP:Iteration 39Q (10586.570000 sec): 3 clusters
  Score: Raw -1259580.205035 + Penalty 3016.562370 = -1256563.642665
  nChanged 6
		SP:Iteration 40F (10586.590000 sec): 3 clusters
  Score: Raw -1259582.978857 + Penalty 3016.562370 = -1256566.416487
  nChanged 8
		SP:Iteration 41Q (10586.610000 sec): 3 clusters
  Score: Raw -1259586.645098 + Penalty 3016.562370 = -1256570.082728
  nChanged 7
		SP:Iteration 42Q (10586.640000 sec): 3 clusters
  Score: Raw -1259589.687520 + Penalty 3016.562370 = -1256573.125150
  nChanged 8
		SP:Iteration 43Q (10586.660000 sec): 3 clusters
  Score: Raw -1259593.676750 + Penalty 3016.562370 = -1256577.114380
  nChanged 7
		SP:Iteration 44Q (10586.680000 sec): 3 clusters
  Score: Raw -1259596.377364 + Penalty 3016.562370 = -1256579.814995
  nChanged 9
		SP:Iteration 45Q (10586.700000 sec): 3 clusters
  Score: Raw -1259600.585647 + Penalty 3016.562370 = -1256584.023278
  nChanged 7
		SP:Iteration 46Q (10586.720000 sec): 3 clusters
  Score: Raw -1259604.336322 + Penalty 3016.562370 = -1256587.773953
  nChanged 11
		SP:Iteration 47Q (10586.750000 sec): 3 clusters
  Score: Raw -1259608.397923 + Penalty 3016.562370 = -1256591.835554
  nChanged 9
		SP:Iteration 48Q (10586.770000 sec): 3 clusters
  Score: Raw -1259610.714778 + Penalty 3016.562370 = -1256594.152408
  nChanged 4
		SP:Iteration 49Q (10586.790000 sec): 3 clusters
  Score: Raw -1259612.235525 + Penalty 3016.562370 = -1256595.673155
  nChanged 3
		SP:Iteration 50Q (10586.810000 sec): 3 clusters
  Score: Raw -1259613.732066 + Penalty 3016.562370 = -1256597.169696
  nChanged 0
		SP:Iteration 51F (10586.840000 sec): 3 clusters
  Score: Raw -1259613.732066 + Penalty 3016.562370 = -1256597.169696
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10586.900000 sec): 2 clusters
  Score: Raw -2395734.455863 + Penalty 1614.946206 = -2394119.509658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10586.960000 sec): 3 clusters
  Score: Raw -2383305.406574 + Penalty 3229.892411 = -2380075.514163
  nChanged 9365
		SP:Iteration 1F (10587.020000 sec): 3 clusters
  Score: Raw -2388474.406085 + Penalty 3229.892411 = -2385244.513674
  nChanged 1101
		SP:Iteration 2F (10587.070000 sec): 3 clusters
  Score: Raw -2388911.407521 + Penalty 3229.892411 = -2385681.515109
  nChanged 1024
		SP:Iteration 3Q (10587.120000 sec): 3 clusters
  Score: Raw -2389348.247943 + Penalty 3229.892411 = -2386118.355532
  nChanged 1022
		SP:Iteration 4Q (10587.180000 sec): 3 clusters
  Score: Raw -2389845.311195 + Penalty 3229.892411 = -2386615.418784
  nChanged 1062
		SP:Iteration 5F (10587.240000 sec): 3 clusters
  Score: Raw -2390443.077848 + Penalty 3229.892411 = -2387213.185437
  nChanged 1175
		SP:Iteration 6F (10587.290000 sec): 3 clusters
  Score: Raw -2391205.102924 + Penalty 3229.892411 = -2387975.210513
  nChanged 1282
		SP:Iteration 7F (10587.350000 sec): 3 clusters
  Score: Raw -2392162.639436 + Penalty 3229.892411 = -2388932.747025
  nChanged 1235
		SP:Iteration 8F (10587.400000 sec): 3 clusters
  Score: Raw -2393148.679545 + Penalty 3229.892411 = -2389918.787134
  nChanged 1032
		SP:Iteration 9Q (10587.460000 sec): 3 clusters
  Score: Raw -2393970.326400 + Penalty 3229.892411 = -2390740.433989
  nChanged 791
		SP:Iteration 10Q (10587.510000 sec): 3 clusters
  Score: Raw -2394609.644279 + Penalty 3229.892411 = -2391379.751867
  nChanged 572
		SP:Iteration 11Q (10587.560000 sec): 3 clusters
  Score: Raw -2395082.604212 + Penalty 3229.892411 = -2391852.711801
  nChanged 408
		SP:Iteration 12Q (10587.610000 sec): 3 clusters
  Score: Raw -2395417.165645 + Penalty 3229.892411 = -2392187.273234
  nChanged 280
		SP:Iteration 13Q (10587.660000 sec): 3 clusters
  Score: Raw -2395651.012581 + Penalty 3229.892411 = -2392421.120170
  nChanged 220
		SP:Iteration 14Q (10587.700000 sec): 3 clusters
  Score: Raw -2395831.314067 + Penalty 3229.892411 = -2392601.421655
  nChanged 165
		SP:Iteration 15Q (10587.750000 sec): 3 clusters
  Score: Raw -2395960.932223 + Penalty 3229.892411 = -2392731.039812
  nChanged 103
		SP:Iteration 16Q (10587.790000 sec): 3 clusters
  Score: Raw -2396028.658056 + Penalty 3229.892411 = -2392798.765645
  nChanged 74
		SP:Iteration 17Q (10587.840000 sec): 3 clusters
  Score: Raw -2396082.815875 + Penalty 3229.892411 = -2392852.923463
  nChanged 64
		SP:Iteration 18Q (10587.880000 sec): 3 clusters
  Score: Raw -2396126.872896 + Penalty 3229.892411 = -2392896.980485
  nChanged 52
		SP:Iteration 19Q (10587.920000 sec): 3 clusters
  Score: Raw -2396156.651013 + Penalty 3229.892411 = -2392926.758602
  nChanged 39
		SP:Iteration 20F (10587.970000 sec): 3 clusters
  Score: Raw -2396175.323492 + Penalty 3229.892411 = -2392945.431081
  nChanged 26
		SP:Iteration 21Q (10588.020000 sec): 3 clusters
  Score: Raw -2396189.143911 + Penalty 3229.892411 = -2392959.251500
  nChanged 29
		SP:Iteration 22Q (10588.060000 sec): 3 clusters
  Score: Raw -2396205.265744 + Penalty 3229.892411 = -2392975.373333
  nChanged 24
		SP:Iteration 23Q (10588.100000 sec): 3 clusters
  Score: Raw -2396219.417595 + Penalty 3229.892411 = -2392989.525183
  nChanged 20
		SP:Iteration 24Q (10588.140000 sec): 3 clusters
  Score: Raw -2396232.750988 + Penalty 3229.892411 = -2393002.858577
  nChanged 27
		SP:Iteration 25Q (10588.180000 sec): 3 clusters
  Score: Raw -2396246.311040 + Penalty 3229.892411 = -2393016.418629
  nChanged 17
		SP:Iteration 26Q (10588.220000 sec): 3 clusters
  Score: Raw -2396255.768917 + Penalty 3229.892411 = -2393025.876505
  nChanged 17
		SP:Iteration 27Q (10588.260000 sec): 3 clusters
  Score: Raw -2396264.565781 + Penalty 3229.892411 = -2393034.673370
  nChanged 11
		SP:Iteration 28Q (10588.300000 sec): 3 clusters
  Score: Raw -2396269.823503 + Penalty 3229.892411 = -2393039.931092
  nChanged 7
		SP:Iteration 29Q (10588.340000 sec): 3 clusters
  Score: Raw -2396272.871062 + Penalty 3229.892411 = -2393042.978650
  nChanged 7
		SP:Iteration 30Q (10588.380000 sec): 3 clusters
  Score: Raw -2396275.459274 + Penalty 3229.892411 = -2393045.566863
  nChanged 3
		SP:Iteration 31Q (10588.420000 sec): 3 clusters
  Score: Raw -2396276.773975 + Penalty 3229.892411 = -2393046.881564
  nChanged 2
		SP:Iteration 32Q (10588.460000 sec): 3 clusters
  Score: Raw -2396277.182890 + Penalty 3229.892411 = -2393047.290479
  nChanged 1
		SP:Iteration 33Q (10588.500000 sec): 3 clusters
  Score: Raw -2396277.513446 + Penalty 3229.892411 = -2393047.621035
  nChanged 0
		SP:Iteration 34F (10588.550000 sec): 3 clusters
  Score: Raw -2396277.513446 + Penalty 3229.892411 = -2393047.621035
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (8819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10588.590000 sec): 2 clusters
  Score: Raw -1058433.925220 + Penalty 1476.257862 = -1056957.667359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10588.610000 sec): 3 clusters
  Score: Raw -1053437.840537 + Penalty 2952.515723 = -1050485.324813
  nChanged 3781
		SP:Iteration 1F (10588.630000 sec): 3 clusters
  Score: Raw -1055527.235640 + Penalty 2952.515723 = -1052574.719917
  nChanged 609
		SP:Iteration 2F (10588.660000 sec): 3 clusters
  Score: Raw -1055806.977631 + Penalty 2952.515723 = -1052854.461907
  nChanged 483
		SP:Iteration 3F (10588.680000 sec): 3 clusters
  Score: Raw -1056001.177701 + Penalty 2952.515723 = -1053048.661978
  nChanged 392
		SP:Iteration 4Q (10588.700000 sec): 3 clusters
  Score: Raw -1056141.172757 + Penalty 2952.515723 = -1053188.657033
  nChanged 306
		SP:Iteration 5Q (10588.720000 sec): 3 clusters
  Score: Raw -1056262.740283 + Penalty 2952.515723 = -1053310.224560
  nChanged 313
		SP:Iteration 6Q (10588.750000 sec): 3 clusters
  Score: Raw -1056399.421860 + Penalty 2952.515723 = -1053446.906136
  nChanged 342
		SP:Iteration 7Q (10588.770000 sec): 3 clusters
  Score: Raw -1056590.206957 + Penalty 2952.515723 = -1053637.691233
  nChanged 383
		SP:Iteration 8Q (10588.790000 sec): 3 clusters
  Score: Raw -1056820.659765 + Penalty 2952.515723 = -1053868.144042
  nChanged 380
		SP:Iteration 9Q (10588.820000 sec): 3 clusters
  Score: Raw -1057077.032505 + Penalty 2952.515723 = -1054124.516782
  nChanged 433
		SP:Iteration 10Q (10588.840000 sec): 3 clusters
  Score: Raw -1057409.886503 + Penalty 2952.515723 = -1054457.370779
  nChanged 418
		SP:Iteration 11Q (10588.860000 sec): 3 clusters
  Score: Raw -1057748.180023 + Penalty 2952.515723 = -1054795.664300
  nChanged 316
		SP:Iteration 12Q (10588.880000 sec): 3 clusters
  Score: Raw -1058007.574377 + Penalty 2952.515723 = -1055055.058653
  nChanged 208
		SP:Iteration 13Q (10588.900000 sec): 3 clusters
  Score: Raw -1058187.342266 + Penalty 2952.515723 = -1055234.826543
  nChanged 138
		SP:Iteration 14Q (10588.920000 sec): 3 clusters
  Score: Raw -1058305.242507 + Penalty 2952.515723 = -1055352.726784
  nChanged 100
		SP:Iteration 15Q (10588.940000 sec): 3 clusters
  Score: Raw -1058400.504943 + Penalty 2952.515723 = -1055447.989220
  nChanged 56
		SP:Iteration 16Q (10588.960000 sec): 3 clusters
  Score: Raw -1058451.767322 + Penalty 2952.515723 = -1055499.251599
  nChanged 42
		SP:Iteration 17Q (10588.980000 sec): 3 clusters
  Score: Raw -1058490.289236 + Penalty 2952.515723 = -1055537.773513
  nChanged 34
		SP:Iteration 18Q (10589.000000 sec): 3 clusters
  Score: Raw -1058524.049985 + Penalty 2952.515723 = -1055571.534261
  nChanged 18
		SP:Iteration 19Q (10589.020000 sec): 3 clusters
  Score: Raw -1058542.081246 + Penalty 2952.515723 = -1055589.565523
  nChanged 14
		SP:Iteration 20F (10589.040000 sec): 3 clusters
  Score: Raw -1058557.445923 + Penalty 2952.515723 = -1055604.930199
  nChanged 15
		SP:Iteration 21Q (10589.060000 sec): 3 clusters
  Score: Raw -1058573.849456 + Penalty 2952.515723 = -1055621.333733
  nChanged 11
		SP:Iteration 22Q (10589.080000 sec): 3 clusters
  Score: Raw -1058589.240487 + Penalty 2952.515723 = -1055636.724764
  nChanged 11
		SP:Iteration 23Q (10589.090000 sec): 3 clusters
  Score: Raw -1058599.721044 + Penalty 2952.515723 = -1055647.205320
  nChanged 5
		SP:Iteration 24Q (10589.110000 sec): 3 clusters
  Score: Raw -1058606.255355 + Penalty 2952.515723 = -1055653.739632
  nChanged 6
		SP:Iteration 25Q (10589.130000 sec): 3 clusters
  Score: Raw -1058613.903624 + Penalty 2952.515723 = -1055661.387901
  nChanged 6
		SP:Iteration 26Q (10589.140000 sec): 3 clusters
  Score: Raw -1058620.532432 + Penalty 2952.515723 = -1055668.016708
  nChanged 3
		SP:Iteration 27Q (10589.160000 sec): 3 clusters
  Score: Raw -1058624.607293 + Penalty 2952.515723 = -1055672.091570
  nChanged 4
		SP:Iteration 28Q (10589.180000 sec): 3 clusters
  Score: Raw -1058628.689207 + Penalty 2952.515723 = -1055676.173483
  nChanged 3
		SP:Iteration 29Q (10589.190000 sec): 3 clusters
  Score: Raw -1058630.895109 + Penalty 2952.515723 = -1055678.379386
  nChanged 2
		SP:Iteration 30Q (10589.210000 sec): 3 clusters
  Score: Raw -1058632.070001 + Penalty 2952.515723 = -1055679.554278
  nChanged 0
		SP:Iteration 31F (10589.230000 sec): 3 clusters
  Score: Raw -1058632.070001 + Penalty 2952.515723 = -1055679.554278
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10589.240000 sec): 2 clusters
  Score: Raw -367339.551991 + Penalty 1314.889454 = -366024.662537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10589.260000 sec): 3 clusters
  Score: Raw -365760.526746 + Penalty 2629.778909 = -363130.747838
  nChanged 1224
		SP:Iteration 1F (10589.260000 sec): 3 clusters
  Score: Raw -366517.709979 + Penalty 2629.778909 = -363887.931071
  nChanged 271
		SP:Iteration 2F (10589.270000 sec): 3 clusters
  Score: Raw -366704.513532 + Penalty 2629.778909 = -364074.734623
  nChanged 200
		SP:Iteration 3F (10589.280000 sec): 3 clusters
  Score: Raw -366854.410965 + Penalty 2629.778909 = -364224.632056
  nChanged 168
		SP:Iteration 4F (10589.290000 sec): 3 clusters
  Score: Raw -366986.489119 + Penalty 2629.778909 = -364356.710210
  nChanged 150
		SP:Iteration 5Q (10589.300000 sec): 3 clusters
  Score: Raw -367112.200654 + Penalty 2629.778909 = -364482.421745
  nChanged 159
		SP:Iteration 6Q (10589.300000 sec): 3 clusters
  Score: Raw -367255.252366 + Penalty 2629.778909 = -364625.473457
  nChanged 154
		SP:Iteration 7Q (10589.310000 sec): 3 clusters
  Score: Raw -367426.738288 + Penalty 2629.778909 = -364796.959380
  nChanged 149
		SP:Iteration 8Q (10589.320000 sec): 3 clusters
  Score: Raw -367609.246524 + Penalty 2629.778909 = -364979.467615
  nChanged 161
		SP:Iteration 9Q (10589.330000 sec): 3 clusters
  Score: Raw -367779.903582 + Penalty 2629.778909 = -365150.124673
  nChanged 131
		SP:Iteration 10Q (10589.340000 sec): 3 clusters
  Score: Raw -367919.238799 + Penalty 2629.778909 = -365289.459890
  nChanged 98
		SP:Iteration 11Q (10589.340000 sec): 3 clusters
  Score: Raw -368018.340511 + Penalty 2629.778909 = -365388.561603
  nChanged 85
		SP:Iteration 12Q (10589.350000 sec): 3 clusters
  Score: Raw -368094.631068 + Penalty 2629.778909 = -365464.852159
  nChanged 60
		SP:Iteration 13Q (10589.360000 sec): 3 clusters
  Score: Raw -368147.519013 + Penalty 2629.778909 = -365517.740104
  nChanged 47
		SP:Iteration 14Q (10589.360000 sec): 3 clusters
  Score: Raw -368180.637500 + Penalty 2629.778909 = -365550.858591
  nChanged 33
		SP:Iteration 15Q (10589.370000 sec): 3 clusters
  Score: Raw -368202.263395 + Penalty 2629.778909 = -365572.484486
  nChanged 14
		SP:Iteration 16Q (10589.380000 sec): 3 clusters
  Score: Raw -368210.934779 + Penalty 2629.778909 = -365581.155870
  nChanged 13
		SP:Iteration 17Q (10589.390000 sec): 3 clusters
  Score: Raw -368218.516657 + Penalty 2629.778909 = -365588.737748
  nChanged 12
		SP:Iteration 18Q (10589.400000 sec): 3 clusters
  Score: Raw -368225.730789 + Penalty 2629.778909 = -365595.951880
  nChanged 13
		SP:Iteration 19Q (10589.400000 sec): 3 clusters
  Score: Raw -368231.732041 + Penalty 2629.778909 = -365601.953132
  nChanged 7
		SP:Iteration 20F (10589.410000 sec): 3 clusters
  Score: Raw -368234.790659 + Penalty 2629.778909 = -365605.011750
  nChanged 4
		SP:Iteration 21Q (10589.420000 sec): 3 clusters
  Score: Raw -368236.315041 + Penalty 2629.778909 = -365606.536133
  nChanged 0
		SP:Iteration 22F (10589.420000 sec): 3 clusters
  Score: Raw -368236.315041 + Penalty 2629.778909 = -365606.536133
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10589.580000 sec): 2 clusters
  Score: Raw -5893283.657377 + Penalty 1756.607052 = -5891527.050325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10589.720000 sec): 3 clusters
  Score: Raw -5861810.345332 + Penalty 3513.214104 = -5858297.131227
  nChanged 23281
		SP:Iteration 1F (10589.860000 sec): 3 clusters
  Score: Raw -5874779.411481 + Penalty 3513.214104 = -5871266.197377
  nChanged 1770
		SP:Iteration 2Q (10589.990000 sec): 3 clusters
  Score: Raw -5875282.256984 + Penalty 3513.214104 = -5871769.042880
  nChanged 2045
		SP:Iteration 3Q (10590.130000 sec): 3 clusters
  Score: Raw -5875983.774048 + Penalty 3513.214104 = -5872470.559943
  nChanged 2418
		SP:Iteration 4Q (10590.260000 sec): 3 clusters
  Score: Raw -5877054.130175 + Penalty 3513.214104 = -5873540.916071
  nChanged 3121
		SP:Iteration 5F (10590.400000 sec): 3 clusters
  Score: Raw -5878857.803589 + Penalty 3513.214104 = -5875344.589484
  nChanged 3769
		SP:Iteration 6F (10590.530000 sec): 3 clusters
  Score: Raw -5881597.026481 + Penalty 3513.214104 = -5878083.812377
  nChanged 4107
		SP:Iteration 7F (10590.660000 sec): 3 clusters
  Score: Raw -5885114.478791 + Penalty 3513.214104 = -5881601.264687
  nChanged 3727
		SP:Iteration 8F (10590.780000 sec): 3 clusters
  Score: Raw -5888591.701873 + Penalty 3513.214104 = -5885078.487769
  nChanged 2592
		SP:Iteration 9F (10590.910000 sec): 3 clusters
  Score: Raw -5891099.863291 + Penalty 3513.214104 = -5887586.649186
  nChanged 1422
		SP:Iteration 10Q (10591.040000 sec): 3 clusters
  Score: Raw -5892477.417419 + Penalty 3513.214104 = -5888964.203315
  nChanged 586
		SP:Iteration 11Q (10591.150000 sec): 3 clusters
  Score: Raw -5893060.411913 + Penalty 3513.214104 = -5889547.197809
  nChanged 204
		SP:Iteration 12Q (10591.260000 sec): 3 clusters
  Score: Raw -5893297.016336 + Penalty 3513.214104 = -5889783.802232
  nChanged 63
		SP:Iteration 13Q (10591.350000 sec): 3 clusters
  Score: Raw -5893386.075603 + Penalty 3513.214104 = -5889872.861499
  nChanged 24
		SP:Iteration 14Q (10591.440000 sec): 3 clusters
  Score: Raw -5893420.485906 + Penalty 3513.214104 = -5889907.271801
  nChanged 12
		SP:Iteration 15Q (10591.530000 sec): 3 clusters
  Score: Raw -5893440.827158 + Penalty 3513.214104 = -5889927.613053
  nChanged 7
		SP:Iteration 16Q (10591.620000 sec): 3 clusters
  Score: Raw -5893453.155583 + Penalty 3513.214104 = -5889939.941479
  nChanged 6
		SP:Iteration 17Q (10591.710000 sec): 3 clusters
  Score: Raw -5893459.970971 + Penalty 3513.214104 = -5889946.756867
  nChanged 4
		SP:Iteration 18Q (10591.800000 sec): 3 clusters
  Score: Raw -5893462.872733 + Penalty 3513.214104 = -5889949.658629
  nChanged 2
		SP:Iteration 19Q (10591.890000 sec): 3 clusters
  Score: Raw -5893465.111192 + Penalty 3513.214104 = -5889951.897087
  nChanged 2
		SP:Iteration 20F (10592.020000 sec): 3 clusters
  Score: Raw -5893470.958633 + Penalty 3513.214104 = -5889957.744529
  nChanged 1
		SP:Iteration 21Q (10592.110000 sec): 3 clusters
  Score: Raw -5893472.998508 + Penalty 3513.214104 = -5889959.784404
  nChanged 2
		SP:Iteration 22Q (10592.200000 sec): 3 clusters
  Score: Raw -5893475.893642 + Penalty 3513.214104 = -5889962.679538
  nChanged 2
		SP:Iteration 23Q (10592.290000 sec): 3 clusters
  Score: Raw -5893476.702348 + Penalty 3513.214104 = -5889963.488244
  nChanged 0
		SP:Iteration 24F (10592.420000 sec): 3 clusters
  Score: Raw -5893476.702348 + Penalty 3513.214104 = -5889963.488244
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10592.470000 sec): 2 clusters
  Score: Raw -1267688.771914 + Penalty 1511.872491 = -1266176.899423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10592.490000 sec): 3 clusters
  Score: Raw -1261443.184496 + Penalty 3023.744982 = -1258419.439514
  nChanged 4826
		SP:Iteration 1F (10592.520000 sec): 3 clusters
  Score: Raw -1264078.567443 + Penalty 3023.744982 = -1261054.822461
  nChanged 742
		SP:Iteration 2F (10592.540000 sec): 3 clusters
  Score: Raw -1264461.369378 + Penalty 3023.744982 = -1261437.624395
  nChanged 658
		SP:Iteration 3F (10592.580000 sec): 3 clusters
  Score: Raw -1264815.764528 + Penalty 3023.744982 = -1261792.019546
  nChanged 649
		SP:Iteration 4F (10592.600000 sec): 3 clusters
  Score: Raw -1265207.276935 + Penalty 3023.744982 = -1262183.531952
  nChanged 649
		SP:Iteration 5F (10592.620000 sec): 3 clusters
  Score: Raw -1265620.301080 + Penalty 3023.744982 = -1262596.556098
  nChanged 644
		SP:Iteration 6F (10592.650000 sec): 3 clusters
  Score: Raw -1266034.016520 + Penalty 3023.744982 = -1263010.271538
  nChanged 601
		SP:Iteration 7F (10592.680000 sec): 3 clusters
  Score: Raw -1266421.600726 + Penalty 3023.744982 = -1263397.855744
  nChanged 557
		SP:Iteration 8F (10592.710000 sec): 3 clusters
  Score: Raw -1266740.125058 + Penalty 3023.744982 = -1263716.380075
  nChanged 475
		SP:Iteration 9Q (10592.740000 sec): 3 clusters
  Score: Raw -1266975.898171 + Penalty 3023.744982 = -1263952.153189
  nChanged 397
		SP:Iteration 10Q (10592.760000 sec): 3 clusters
  Score: Raw -1267150.889091 + Penalty 3023.744982 = -1264127.144109
  nChanged 305
		SP:Iteration 11Q (10592.790000 sec): 3 clusters
  Score: Raw -1267260.895937 + Penalty 3023.744982 = -1264237.150954
  nChanged 231
		SP:Iteration 12Q (10592.820000 sec): 3 clusters
  Score: Raw -1267326.993401 + Penalty 3023.744982 = -1264303.248418
  nChanged 191
		SP:Iteration 13Q (10592.850000 sec): 3 clusters
  Score: Raw -1267375.142837 + Penalty 3023.744982 = -1264351.397855
  nChanged 155
		SP:Iteration 14Q (10592.880000 sec): 3 clusters
  Score: Raw -1267410.920447 + Penalty 3023.744982 = -1264387.175465
  nChanged 138
		SP:Iteration 15Q (10592.900000 sec): 3 clusters
  Score: Raw -1267439.589533 + Penalty 3023.744982 = -1264415.844551
  nChanged 105
		SP:Iteration 16Q (10592.930000 sec): 3 clusters
  Score: Raw -1267460.685899 + Penalty 3023.744982 = -1264436.940917
  nChanged 93
		SP:Iteration 17Q (10592.960000 sec): 3 clusters
  Score: Raw -1267480.713373 + Penalty 3023.744982 = -1264456.968390
  nChanged 100
		SP:Iteration 18Q (10592.990000 sec): 3 clusters
  Score: Raw -1267502.377784 + Penalty 3023.744982 = -1264478.632802
  nChanged 117
		SP:Iteration 19Q (10593.010000 sec): 3 clusters
  Score: Raw -1267528.192098 + Penalty 3023.744982 = -1264504.447115
  nChanged 103
		SP:Iteration 20F (10593.040000 sec): 3 clusters
  Score: Raw -1267551.061122 + Penalty 3023.744982 = -1264527.316140
  nChanged 94
		SP:Iteration 21Q (10593.070000 sec): 3 clusters
  Score: Raw -1267572.799892 + Penalty 3023.744982 = -1264549.054910
  nChanged 98
		SP:Iteration 22Q (10593.100000 sec): 3 clusters
  Score: Raw -1267595.174909 + Penalty 3023.744982 = -1264571.429927
  nChanged 92
		SP:Iteration 23Q (10593.120000 sec): 3 clusters
  Score: Raw -1267616.514277 + Penalty 3023.744982 = -1264592.769295
  nChanged 104
		SP:Iteration 24Q (10593.150000 sec): 3 clusters
  Score: Raw -1267638.123704 + Penalty 3023.744982 = -1264614.378721
  nChanged 82
		SP:Iteration 25Q (10593.180000 sec): 3 clusters
  Score: Raw -1267654.485910 + Penalty 3023.744982 = -1264630.740928
  nChanged 68
		SP:Iteration 26Q (10593.210000 sec): 3 clusters
  Score: Raw -1267667.166653 + Penalty 3023.744982 = -1264643.421671
  nChanged 82
		SP:Iteration 27Q (10593.240000 sec): 3 clusters
  Score: Raw -1267684.062222 + Penalty 3023.744982 = -1264660.317239
  nChanged 80
		SP:Iteration 28Q (10593.260000 sec): 3 clusters
  Score: Raw -1267699.041542 + Penalty 3023.744982 = -1264675.296559
  nChanged 69
		SP:Iteration 29Q (10593.290000 sec): 3 clusters
  Score: Raw -1267713.814439 + Penalty 3023.744982 = -1264690.069457
  nChanged 77
		SP:Iteration 30Q (10593.320000 sec): 3 clusters
  Score: Raw -1267731.246164 + Penalty 3023.744982 = -1264707.501181
  nChanged 75
		SP:Iteration 31Q (10593.350000 sec): 3 clusters
  Score: Raw -1267748.522701 + Penalty 3023.744982 = -1264724.777718
  nChanged 78
		SP:Iteration 32Q (10593.380000 sec): 3 clusters
  Score: Raw -1267766.623806 + Penalty 3023.744982 = -1264742.878823
  nChanged 73
		SP:Iteration 33Q (10593.400000 sec): 3 clusters
  Score: Raw -1267784.198506 + Penalty 3023.744982 = -1264760.453524
  nChanged 62
		SP:Iteration 34Q (10593.430000 sec): 3 clusters
  Score: Raw -1267795.781270 + Penalty 3023.744982 = -1264772.036288
  nChanged 52
		SP:Iteration 35Q (10593.460000 sec): 3 clusters
  Score: Raw -1267805.794755 + Penalty 3023.744982 = -1264782.049772
  nChanged 51
		SP:Iteration 36Q (10593.490000 sec): 3 clusters
  Score: Raw -1267814.836333 + Penalty 3023.744982 = -1264791.091351
  nChanged 36
		SP:Iteration 37Q (10593.520000 sec): 3 clusters
  Score: Raw -1267820.849293 + Penalty 3023.744982 = -1264797.104311
  nChanged 40
		SP:Iteration 38Q (10593.540000 sec): 3 clusters
  Score: Raw -1267828.791841 + Penalty 3023.744982 = -1264805.046859
  nChanged 36
		SP:Iteration 39Q (10593.570000 sec): 3 clusters
  Score: Raw -1267836.437050 + Penalty 3023.744982 = -1264812.692068
  nChanged 46
		SP:Iteration 40F (10593.600000 sec): 3 clusters
  Score: Raw -1267846.745524 + Penalty 3023.744982 = -1264823.000541
  nChanged 41
		SP:Iteration 41Q (10593.630000 sec): 3 clusters
  Score: Raw -1267855.714266 + Penalty 3023.744982 = -1264831.969284
  nChanged 38
		SP:Iteration 42Q (10593.660000 sec): 3 clusters
  Score: Raw -1267865.978761 + Penalty 3023.744982 = -1264842.233779
  nChanged 42
		SP:Iteration 43Q (10593.690000 sec): 3 clusters
  Score: Raw -1267875.680419 + Penalty 3023.744982 = -1264851.935436
  nChanged 45
		SP:Iteration 44Q (10593.720000 sec): 3 clusters
  Score: Raw -1267886.057686 + Penalty 3023.744982 = -1264862.312703
  nChanged 35
		SP:Iteration 45Q (10593.740000 sec): 3 clusters
  Score: Raw -1267893.422701 + Penalty 3023.744982 = -1264869.677718
  nChanged 31
		SP:Iteration 46Q (10593.770000 sec): 3 clusters
  Score: Raw -1267900.598343 + Penalty 3023.744982 = -1264876.853361
  nChanged 39
		SP:Iteration 47Q (10593.800000 sec): 3 clusters
  Score: Raw -1267910.390829 + Penalty 3023.744982 = -1264886.645846
  nChanged 37
		SP:Iteration 48Q (10593.830000 sec): 3 clusters
  Score: Raw -1267918.647120 + Penalty 3023.744982 = -1264894.902138
  nChanged 36
		SP:Iteration 49Q (10593.860000 sec): 3 clusters
  Score: Raw -1267927.124929 + Penalty 3023.744982 = -1264903.379946
  nChanged 31
		SP:Iteration 50Q (10593.890000 sec): 3 clusters
  Score: Raw -1267934.278328 + Penalty 3023.744982 = -1264910.533345
  nChanged 25
		SP:Iteration 51Q (10593.920000 sec): 3 clusters
  Score: Raw -1267940.250268 + Penalty 3023.744982 = -1264916.505285
  nChanged 24
		SP:Iteration 52Q (10593.940000 sec): 3 clusters
  Score: Raw -1267945.624169 + Penalty 3023.744982 = -1264921.879187
  nChanged 29
		SP:Iteration 53Q (10593.970000 sec): 3 clusters
  Score: Raw -1267952.193309 + Penalty 3023.744982 = -1264928.448327
  nChanged 25
		SP:Iteration 54Q (10594.000000 sec): 3 clusters
  Score: Raw -1267958.388135 + Penalty 3023.744982 = -1264934.643153
  nChanged 20
		SP:Iteration 55Q (10594.030000 sec): 3 clusters
  Score: Raw -1267964.023964 + Penalty 3023.744982 = -1264940.278981
  nChanged 21
		SP:Iteration 56Q (10594.060000 sec): 3 clusters
  Score: Raw -1267968.510370 + Penalty 3023.744982 = -1264944.765387
  nChanged 21
		SP:Iteration 57Q (10594.080000 sec): 3 clusters
  Score: Raw -1267973.019364 + Penalty 3023.744982 = -1264949.274382
  nChanged 19
		SP:Iteration 58Q (10594.110000 sec): 3 clusters
  Score: Raw -1267978.047500 + Penalty 3023.744982 = -1264954.302517
  nChanged 22
		SP:Iteration 59Q (10594.140000 sec): 3 clusters
  Score: Raw -1267984.586610 + Penalty 3023.744982 = -1264960.841628
  nChanged 26
		SP:Iteration 60F (10594.170000 sec): 3 clusters
  Score: Raw -1267991.303086 + Penalty 3023.744982 = -1264967.558104
  nChanged 33
		SP:Iteration 61Q (10594.200000 sec): 3 clusters
  Score: Raw -1267998.809397 + Penalty 3023.744982 = -1264975.064414
  nChanged 26
		SP:Iteration 62Q (10594.220000 sec): 3 clusters
  Score: Raw -1268004.720429 + Penalty 3023.744982 = -1264980.975446
  nChanged 22
		SP:Iteration 63Q (10594.250000 sec): 3 clusters
  Score: Raw -1268010.161252 + Penalty 3023.744982 = -1264986.416270
  nChanged 20
		SP:Iteration 64Q (10594.280000 sec): 3 clusters
  Score: Raw -1268015.063313 + Penalty 3023.744982 = -1264991.318331
  nChanged 19
		SP:Iteration 65Q (10594.300000 sec): 3 clusters
  Score: Raw -1268019.221631 + Penalty 3023.744982 = -1264995.476648
  nChanged 11
		SP:Iteration 66Q (10594.330000 sec): 3 clusters
  Score: Raw -1268021.158132 + Penalty 3023.744982 = -1264997.413149
  nChanged 13
		SP:Iteration 67Q (10594.370000 sec): 3 clusters
  Score: Raw -1268023.726230 + Penalty 3023.744982 = -1264999.981248
  nChanged 11
		SP:Iteration 68Q (10594.390000 sec): 3 clusters
  Score: Raw -1268027.096061 + Penalty 3023.744982 = -1265003.351078
  nChanged 15
		SP:Iteration 69Q (10594.420000 sec): 3 clusters
  Score: Raw -1268031.996105 + Penalty 3023.744982 = -1265008.251122
  nChanged 16
		SP:Iteration 70Q (10594.450000 sec): 3 clusters
  Score: Raw -1268037.135205 + Penalty 3023.744982 = -1265013.390223
  nChanged 24
		SP:Iteration 71Q (10594.470000 sec): 3 clusters
  Score: Raw -1268045.675239 + Penalty 3023.744982 = -1265021.930257
  nChanged 23
		SP:Iteration 72Q (10594.500000 sec): 3 clusters
  Score: Raw -1268051.990933 + Penalty 3023.744982 = -1265028.245951
  nChanged 12
		SP:Iteration 73Q (10594.530000 sec): 3 clusters
  Score: Raw -1268053.986927 + Penalty 3023.744982 = -1265030.241944
  nChanged 7
		SP:Iteration 74Q (10594.550000 sec): 3 clusters
  Score: Raw -1268055.358367 + Penalty 3023.744982 = -1265031.613384
  nChanged 3
		SP:Iteration 75Q (10594.580000 sec): 3 clusters
  Score: Raw -1268056.449950 + Penalty 3023.744982 = -1265032.704967
  nChanged 9
		SP:Iteration 76Q (10594.610000 sec): 3 clusters
  Score: Raw -1268058.075332 + Penalty 3023.744982 = -1265034.330350
  nChanged 6
		SP:Iteration 77Q (10594.630000 sec): 3 clusters
  Score: Raw -1268059.239232 + Penalty 3023.744982 = -1265035.494249
  nChanged 2
		SP:Iteration 78Q (10594.660000 sec): 3 clusters
  Score: Raw -1268059.784104 + Penalty 3023.744982 = -1265036.039122
  nChanged 1
		SP:Iteration 79Q (10594.690000 sec): 3 clusters
  Score: Raw -1268060.121844 + Penalty 3023.744982 = -1265036.376862
  nChanged 5
		SP:Iteration 80F (10594.720000 sec): 3 clusters
  Score: Raw -1268060.878797 + Penalty 3023.744982 = -1265037.133814
  nChanged 2
		SP:Iteration 81Q (10594.750000 sec): 3 clusters
  Score: Raw -1268061.163982 + Penalty 3023.744982 = -1265037.419000
  nChanged 2
		SP:Iteration 82Q (10594.770000 sec): 3 clusters
  Score: Raw -1268061.544387 + Penalty 3023.744982 = -1265037.799405
  nChanged 1
		SP:Iteration 83Q (10594.800000 sec): 3 clusters
  Score: Raw -1268061.741498 + Penalty 3023.744982 = -1265037.996516
  nChanged 2
		SP:Iteration 84Q (10594.830000 sec): 3 clusters
  Score: Raw -1268062.254113 + Penalty 3023.744982 = -1265038.509131
  nChanged 3
		SP:Iteration 85Q (10594.850000 sec): 3 clusters
  Score: Raw -1268062.855720 + Penalty 3023.744982 = -1265039.110737
  nChanged 1
		SP:Iteration 86Q (10594.880000 sec): 3 clusters
  Score: Raw -1268063.170037 + Penalty 3023.744982 = -1265039.425055
  nChanged 2
		SP:Iteration 87Q (10594.910000 sec): 3 clusters
  Score: Raw -1268063.333509 + Penalty 3023.744982 = -1265039.588526
  nChanged 0
		SP:Iteration 88F (10594.930000 sec): 3 clusters
  Score: Raw -1268063.333509 + Penalty 3023.744982 = -1265039.588526
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10594.950000 sec): 2 clusters
  Score: Raw -194065.050048 + Penalty 1214.558281 = -192850.491767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10594.950000 sec): 3 clusters
  Score: Raw -193367.197248 + Penalty 2429.116562 = -190938.080686
  nChanged 619
		SP:Iteration 1F (10594.950000 sec): 3 clusters
  Score: Raw -193825.543808 + Penalty 2429.116562 = -191396.427246
  nChanged 141
		SP:Iteration 2F (10594.960000 sec): 3 clusters
  Score: Raw -193936.531807 + Penalty 2429.116562 = -191507.415245
  nChanged 84
		SP:Iteration 3Q (10594.970000 sec): 3 clusters
  Score: Raw -194013.859565 + Penalty 2429.116562 = -191584.743003
  nChanged 71
		SP:Iteration 4Q (10594.970000 sec): 3 clusters
  Score: Raw -194060.720741 + Penalty 2429.116562 = -191631.604178
  nChanged 43
		SP:Iteration 5Q (10594.970000 sec): 3 clusters
  Score: Raw -194097.701779 + Penalty 2429.116562 = -191668.585216
  nChanged 42
		SP:Iteration 6Q (10594.980000 sec): 3 clusters
  Score: Raw -194143.494763 + Penalty 2429.116562 = -191714.378200
  nChanged 39
		SP:Iteration 7Q (10594.980000 sec): 3 clusters
  Score: Raw -194191.627513 + Penalty 2429.116562 = -191762.510950
  nChanged 39
		SP:Iteration 8Q (10594.990000 sec): 3 clusters
  Score: Raw -194227.112228 + Penalty 2429.116562 = -191797.995665
  nChanged 34
		SP:Iteration 9Q (10594.990000 sec): 3 clusters
  Score: Raw -194251.381190 + Penalty 2429.116562 = -191822.264628
  nChanged 36
		SP:Iteration 10Q (10594.990000 sec): 3 clusters
  Score: Raw -194282.121735 + Penalty 2429.116562 = -191853.005173
  nChanged 31
		SP:Iteration 11Q (10595.000000 sec): 3 clusters
  Score: Raw -194301.577390 + Penalty 2429.116562 = -191872.460828
  nChanged 25
		SP:Iteration 12Q (10595.000000 sec): 3 clusters
  Score: Raw -194314.460629 + Penalty 2429.116562 = -191885.344067
  nChanged 19
		SP:Iteration 13Q (10595.010000 sec): 3 clusters
  Score: Raw -194329.362513 + Penalty 2429.116562 = -191900.245951
  nChanged 19
		SP:Iteration 14Q (10595.010000 sec): 3 clusters
  Score: Raw -194345.447722 + Penalty 2429.116562 = -191916.331160
  nChanged 20
		SP:Iteration 15Q (10595.010000 sec): 3 clusters
  Score: Raw -194357.330804 + Penalty 2429.116562 = -191928.214242
  nChanged 24
		SP:Iteration 16Q (10595.020000 sec): 3 clusters
  Score: Raw -194373.185350 + Penalty 2429.116562 = -191944.068788
  nChanged 19
		SP:Iteration 17Q (10595.030000 sec): 3 clusters
  Score: Raw -194384.640545 + Penalty 2429.116562 = -191955.523983
  nChanged 19
		SP:Iteration 18Q (10595.030000 sec): 3 clusters
  Score: Raw -194396.617767 + Penalty 2429.116562 = -191967.501205
  nChanged 17
		SP:Iteration 19Q (10595.030000 sec): 3 clusters
  Score: Raw -194404.723001 + Penalty 2429.116562 = -191975.606439
  nChanged 17
		SP:Iteration 20F (10595.040000 sec): 3 clusters
  Score: Raw -194414.438571 + Penalty 2429.116562 = -191985.322009
  nChanged 18
		SP:Iteration 21Q (10595.040000 sec): 3 clusters
  Score: Raw -194425.176193 + Penalty 2429.116562 = -191996.059631
  nChanged 23
		SP:Iteration 22Q (10595.050000 sec): 3 clusters
  Score: Raw -194437.007963 + Penalty 2429.116562 = -192007.891401
  nChanged 16
		SP:Iteration 23Q (10595.050000 sec): 3 clusters
  Score: Raw -194446.932216 + Penalty 2429.116562 = -192017.815654
  nChanged 13
		SP:Iteration 24Q (10595.050000 sec): 3 clusters
  Score: Raw -194452.939213 + Penalty 2429.116562 = -192023.822651
  nChanged 13
		SP:Iteration 25Q (10595.060000 sec): 3 clusters
  Score: Raw -194459.291757 + Penalty 2429.116562 = -192030.175195
  nChanged 18
		SP:Iteration 26Q (10595.060000 sec): 3 clusters
  Score: Raw -194470.199967 + Penalty 2429.116562 = -192041.083404
  nChanged 19
		SP:Iteration 27Q (10595.070000 sec): 3 clusters
  Score: Raw -194482.382193 + Penalty 2429.116562 = -192053.265631
  nChanged 15
		SP:Iteration 28Q (10595.070000 sec): 3 clusters
  Score: Raw -194494.302059 + Penalty 2429.116562 = -192065.185497
  nChanged 19
		SP:Iteration 29Q (10595.070000 sec): 3 clusters
  Score: Raw -194513.620180 + Penalty 2429.116562 = -192084.503617
  nChanged 29
		SP:Iteration 30Q (10595.080000 sec): 3 clusters
  Score: Raw -194540.673733 + Penalty 2429.116562 = -192111.557171
  nChanged 35
		SP:Iteration 31Q (10595.080000 sec): 3 clusters
  Score: Raw -194572.794423 + Penalty 2429.116562 = -192143.677861
  nChanged 34
		SP:Iteration 32Q (10595.090000 sec): 3 clusters
  Score: Raw -194606.636298 + Penalty 2429.116562 = -192177.519736
  nChanged 35
		SP:Iteration 33Q (10595.090000 sec): 3 clusters
  Score: Raw -194641.585008 + Penalty 2429.116562 = -192212.468446
  nChanged 33
		SP:Iteration 34Q (10595.090000 sec): 3 clusters
  Score: Raw -194677.021345 + Penalty 2429.116562 = -192247.904783
  nChanged 23
		SP:Iteration 35Q (10595.100000 sec): 3 clusters
  Score: Raw -194703.588593 + Penalty 2429.116562 = -192274.472030
  nChanged 21
		SP:Iteration 36Q (10595.100000 sec): 3 clusters
  Score: Raw -194723.737376 + Penalty 2429.116562 = -192294.620814
  nChanged 18
		SP:Iteration 37Q (10595.110000 sec): 3 clusters
  Score: Raw -194740.344460 + Penalty 2429.116562 = -192311.227898
  nChanged 14
		SP:Iteration 38Q (10595.110000 sec): 3 clusters
  Score: Raw -194755.424009 + Penalty 2429.116562 = -192326.307447
  nChanged 13
		SP:Iteration 39Q (10595.110000 sec): 3 clusters
  Score: Raw -194767.936118 + Penalty 2429.116562 = -192338.819556
  nChanged 10
		SP:Iteration 40F (10595.120000 sec): 3 clusters
  Score: Raw -194776.972575 + Penalty 2429.116562 = -192347.856013
  nChanged 7
		SP:Iteration 41Q (10595.120000 sec): 3 clusters
  Score: Raw -194782.733675 + Penalty 2429.116562 = -192353.617113
  nChanged 5
		SP:Iteration 42Q (10595.130000 sec): 3 clusters
  Score: Raw -194786.488008 + Penalty 2429.116562 = -192357.371446
  nChanged 4
		SP:Iteration 43Q (10595.130000 sec): 3 clusters
  Score: Raw -194789.856789 + Penalty 2429.116562 = -192360.740227
  nChanged 2
		SP:Iteration 44Q (10595.130000 sec): 3 clusters
  Score: Raw -194791.519928 + Penalty 2429.116562 = -192362.403366
  nChanged 1
		SP:Iteration 45Q (10595.140000 sec): 3 clusters
  Score: Raw -194792.109828 + Penalty 2429.116562 = -192362.993266
  nChanged 1
		SP:Iteration 46Q (10595.140000 sec): 3 clusters
  Score: Raw -194793.226423 + Penalty 2429.116562 = -192364.109861
  nChanged 1
		SP:Iteration 47Q (10595.150000 sec): 3 clusters
  Score: Raw -194794.066410 + Penalty 2429.116562 = -192364.949848
  nChanged 1
		SP:Iteration 48Q (10595.150000 sec): 3 clusters
  Score: Raw -194794.899734 + Penalty 2429.116562 = -192365.783172
  nChanged 1
		SP:Iteration 49Q (10595.150000 sec): 3 clusters
  Score: Raw -194795.174214 + Penalty 2429.116562 = -192366.057652
  nChanged 0
		SP:Iteration 50F (10595.160000 sec): 3 clusters
  Score: Raw -194795.174214 + Penalty 2429.116562 = -192366.057652
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10595.250000 sec): 2 clusters
  Score: Raw -3178671.689391 + Penalty 1661.112724 = -3177010.576666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10595.330000 sec): 3 clusters
  Score: Raw -3161775.757493 + Penalty 3322.225449 = -3158453.532045
  nChanged 12670
		SP:Iteration 1F (10595.400000 sec): 3 clusters
  Score: Raw -3169268.135517 + Penalty 3322.225449 = -3165945.910068
  nChanged 1585
		SP:Iteration 2F (10595.470000 sec): 3 clusters
  Score: Raw -3170107.793725 + Penalty 3322.225449 = -3166785.568276
  nChanged 1611
		SP:Iteration 3F (10595.550000 sec): 3 clusters
  Score: Raw -3170939.680619 + Penalty 3322.225449 = -3167617.455170
  nChanged 1498
		SP:Iteration 4F (10595.620000 sec): 3 clusters
  Score: Raw -3171637.844331 + Penalty 3322.225449 = -3168315.618883
  nChanged 1474
		SP:Iteration 5F (10595.690000 sec): 3 clusters
  Score: Raw -3172346.858098 + Penalty 3322.225449 = -3169024.632650
  nChanged 1436
		SP:Iteration 6F (10595.770000 sec): 3 clusters
  Score: Raw -3173130.434208 + Penalty 3322.225449 = -3169808.208759
  nChanged 1399
		SP:Iteration 7F (10595.840000 sec): 3 clusters
  Score: Raw -3173934.796692 + Penalty 3322.225449 = -3170612.571243
  nChanged 1303
		SP:Iteration 8Q (10595.920000 sec): 3 clusters
  Score: Raw -3174675.886965 + Penalty 3322.225449 = -3171353.661516
  nChanged 1220
		SP:Iteration 9Q (10595.990000 sec): 3 clusters
  Score: Raw -3175335.111657 + Penalty 3322.225449 = -3172012.886208
  nChanged 991
		SP:Iteration 10Q (10596.070000 sec): 3 clusters
  Score: Raw -3175792.457278 + Penalty 3322.225449 = -3172470.231829
  nChanged 754
		SP:Iteration 11Q (10596.130000 sec): 3 clusters
  Score: Raw -3176096.104898 + Penalty 3322.225449 = -3172773.879449
  nChanged 637
		SP:Iteration 12Q (10596.210000 sec): 3 clusters
  Score: Raw -3176336.686071 + Penalty 3322.225449 = -3173014.460622
  nChanged 532
		SP:Iteration 13Q (10596.280000 sec): 3 clusters
  Score: Raw -3176506.449084 + Penalty 3322.225449 = -3173184.223635
  nChanged 429
		SP:Iteration 14Q (10596.350000 sec): 3 clusters
  Score: Raw -3176623.094646 + Penalty 3322.225449 = -3173300.869197
  nChanged 346
		SP:Iteration 15Q (10596.420000 sec): 3 clusters
  Score: Raw -3176711.474980 + Penalty 3322.225449 = -3173389.249531
  nChanged 318
		SP:Iteration 16Q (10596.490000 sec): 3 clusters
  Score: Raw -3176805.182832 + Penalty 3322.225449 = -3173482.957383
  nChanged 327
		SP:Iteration 17Q (10596.560000 sec): 3 clusters
  Score: Raw -3176885.217077 + Penalty 3322.225449 = -3173562.991629
  nChanged 263
		SP:Iteration 18Q (10596.630000 sec): 3 clusters
  Score: Raw -3176936.884228 + Penalty 3322.225449 = -3173614.658779
  nChanged 213
		SP:Iteration 19Q (10596.700000 sec): 3 clusters
  Score: Raw -3176977.108023 + Penalty 3322.225449 = -3173654.882574
  nChanged 194
		SP:Iteration 20F (10596.770000 sec): 3 clusters
  Score: Raw -3177005.235799 + Penalty 3322.225449 = -3173683.010351
  nChanged 154
		SP:Iteration 21Q (10596.840000 sec): 3 clusters
  Score: Raw -3177026.995643 + Penalty 3322.225449 = -3173704.770194
  nChanged 145
		SP:Iteration 22Q (10596.910000 sec): 3 clusters
  Score: Raw -3177047.577625 + Penalty 3322.225449 = -3173725.352176
  nChanged 137
		SP:Iteration 23Q (10596.980000 sec): 3 clusters
  Score: Raw -3177070.459281 + Penalty 3322.225449 = -3173748.233832
  nChanged 154
		SP:Iteration 24Q (10597.050000 sec): 3 clusters
  Score: Raw -3177093.221353 + Penalty 3322.225449 = -3173770.995904
  nChanged 141
		SP:Iteration 25Q (10597.120000 sec): 3 clusters
  Score: Raw -3177114.305832 + Penalty 3322.225449 = -3173792.080383
  nChanged 136
		SP:Iteration 26Q (10597.190000 sec): 3 clusters
  Score: Raw -3177135.757262 + Penalty 3322.225449 = -3173813.531813
  nChanged 161
		SP:Iteration 27Q (10597.260000 sec): 3 clusters
  Score: Raw -3177159.258348 + Penalty 3322.225449 = -3173837.032899
  nChanged 144
		SP:Iteration 28Q (10597.330000 sec): 3 clusters
  Score: Raw -3177178.773664 + Penalty 3322.225449 = -3173856.548215
  nChanged 118
		SP:Iteration 29Q (10597.400000 sec): 3 clusters
  Score: Raw -3177195.244962 + Penalty 3322.225449 = -3173873.019513
  nChanged 139
		SP:Iteration 30Q (10597.470000 sec): 3 clusters
  Score: Raw -3177212.700340 + Penalty 3322.225449 = -3173890.474892
  nChanged 116
		SP:Iteration 31Q (10597.540000 sec): 3 clusters
  Score: Raw -3177224.723997 + Penalty 3322.225449 = -3173902.498548
  nChanged 87
		SP:Iteration 32Q (10597.610000 sec): 3 clusters
  Score: Raw -3177233.173006 + Penalty 3322.225449 = -3173910.947557
  nChanged 81
		SP:Iteration 33Q (10597.670000 sec): 3 clusters
  Score: Raw -3177240.132354 + Penalty 3322.225449 = -3173917.906905
  nChanged 82
		SP:Iteration 34Q (10597.750000 sec): 3 clusters
  Score: Raw -3177247.922026 + Penalty 3322.225449 = -3173925.696577
  nChanged 90
		SP:Iteration 35Q (10597.810000 sec): 3 clusters
  Score: Raw -3177257.008501 + Penalty 3322.225449 = -3173934.783052
  nChanged 91
		SP:Iteration 36Q (10597.880000 sec): 3 clusters
  Score: Raw -3177268.534029 + Penalty 3322.225449 = -3173946.308580
  nChanged 112
		SP:Iteration 37Q (10597.950000 sec): 3 clusters
  Score: Raw -3177282.704371 + Penalty 3322.225449 = -3173960.478922
  nChanged 108
		SP:Iteration 38Q (10598.020000 sec): 3 clusters
  Score: Raw -3177295.643854 + Penalty 3322.225449 = -3173973.418405
  nChanged 107
		SP:Iteration 39Q (10598.090000 sec): 3 clusters
  Score: Raw -3177306.743904 + Penalty 3322.225449 = -3173984.518455
  nChanged 106
		SP:Iteration 40F (10598.160000 sec): 3 clusters
  Score: Raw -3177319.910596 + Penalty 3322.225449 = -3173997.685147
  nChanged 95
		SP:Iteration 41Q (10598.230000 sec): 3 clusters
  Score: Raw -3177331.561543 + Penalty 3322.225449 = -3174009.336094
  nChanged 97
		SP:Iteration 42Q (10598.300000 sec): 3 clusters
  Score: Raw -3177342.766007 + Penalty 3322.225449 = -3174020.540558
  nChanged 95
		SP:Iteration 43Q (10598.370000 sec): 3 clusters
  Score: Raw -3177352.797341 + Penalty 3322.225449 = -3174030.571892
  nChanged 106
		SP:Iteration 44Q (10598.440000 sec): 3 clusters
  Score: Raw -3177364.524635 + Penalty 3322.225449 = -3174042.299186
  nChanged 96
		SP:Iteration 45Q (10598.510000 sec): 3 clusters
  Score: Raw -3177373.814936 + Penalty 3322.225449 = -3174051.589488
  nChanged 91
		SP:Iteration 46Q (10598.580000 sec): 3 clusters
  Score: Raw -3177382.574523 + Penalty 3322.225449 = -3174060.349074
  nChanged 76
		SP:Iteration 47Q (10598.650000 sec): 3 clusters
  Score: Raw -3177390.077358 + Penalty 3322.225449 = -3174067.851909
  nChanged 79
		SP:Iteration 48Q (10598.720000 sec): 3 clusters
  Score: Raw -3177398.105419 + Penalty 3322.225449 = -3174075.879970
  nChanged 91
		SP:Iteration 49Q (10598.790000 sec): 3 clusters
  Score: Raw -3177409.356855 + Penalty 3322.225449 = -3174087.131406
  nChanged 100
		SP:Iteration 50Q (10598.860000 sec): 3 clusters
  Score: Raw -3177421.764112 + Penalty 3322.225449 = -3174099.538663
  nChanged 97
		SP:Iteration 51Q (10598.930000 sec): 3 clusters
  Score: Raw -3177433.815093 + Penalty 3322.225449 = -3174111.589644
  nChanged 110
		SP:Iteration 52Q (10599.000000 sec): 3 clusters
  Score: Raw -3177450.062536 + Penalty 3322.225449 = -3174127.837087
  nChanged 118
		SP:Iteration 53Q (10599.070000 sec): 3 clusters
  Score: Raw -3177466.347902 + Penalty 3322.225449 = -3174144.122453
  nChanged 128
		SP:Iteration 54Q (10599.140000 sec): 3 clusters
  Score: Raw -3177483.861667 + Penalty 3322.225449 = -3174161.636218
  nChanged 126
		SP:Iteration 55Q (10599.210000 sec): 3 clusters
  Score: Raw -3177499.272166 + Penalty 3322.225449 = -3174177.046718
  nChanged 119
		SP:Iteration 56Q (10599.270000 sec): 3 clusters
  Score: Raw -3177513.837507 + Penalty 3322.225449 = -3174191.612058
  nChanged 128
		SP:Iteration 57Q (10599.340000 sec): 3 clusters
  Score: Raw -3177531.862049 + Penalty 3322.225449 = -3174209.636600
  nChanged 133
		SP:Iteration 58Q (10599.410000 sec): 3 clusters
  Score: Raw -3177551.443991 + Penalty 3322.225449 = -3174229.218542
  nChanged 139
		SP:Iteration 59Q (10599.480000 sec): 3 clusters
  Score: Raw -3177571.050376 + Penalty 3322.225449 = -3174248.824927
  nChanged 120
		SP:Iteration 60F (10599.550000 sec): 3 clusters
  Score: Raw -3177587.763387 + Penalty 3322.225449 = -3174265.537938
  nChanged 121
		SP:Iteration 61Q (10599.620000 sec): 3 clusters
  Score: Raw -3177603.213189 + Penalty 3322.225449 = -3174280.987740
  nChanged 120
		SP:Iteration 62Q (10599.690000 sec): 3 clusters
  Score: Raw -3177619.814628 + Penalty 3322.225449 = -3174297.589179
  nChanged 116
		SP:Iteration 63Q (10599.760000 sec): 3 clusters
  Score: Raw -3177636.816580 + Penalty 3322.225449 = -3174314.591131
  nChanged 141
		SP:Iteration 64Q (10599.830000 sec): 3 clusters
  Score: Raw -3177658.240501 + Penalty 3322.225449 = -3174336.015052
  nChanged 140
		SP:Iteration 65Q (10599.890000 sec): 3 clusters
  Score: Raw -3177678.523906 + Penalty 3322.225449 = -3174356.298457
  nChanged 132
		SP:Iteration 66Q (10599.960000 sec): 3 clusters
  Score: Raw -3177695.578474 + Penalty 3322.225449 = -3174373.353025
  nChanged 129
		SP:Iteration 67Q (10600.030000 sec): 3 clusters
  Score: Raw -3177711.761158 + Penalty 3322.225449 = -3174389.535709
  nChanged 137
		SP:Iteration 68Q (10600.100000 sec): 3 clusters
  Score: Raw -3177731.134233 + Penalty 3322.225449 = -3174408.908784
  nChanged 145
		SP:Iteration 69Q (10600.170000 sec): 3 clusters
  Score: Raw -3177752.703435 + Penalty 3322.225449 = -3174430.477986
  nChanged 138
		SP:Iteration 70Q (10600.230000 sec): 3 clusters
  Score: Raw -3177774.790147 + Penalty 3322.225449 = -3174452.564698
  nChanged 142
		SP:Iteration 71Q (10600.300000 sec): 3 clusters
  Score: Raw -3177797.360122 + Penalty 3322.225449 = -3174475.134673
  nChanged 161
		SP:Iteration 72Q (10600.370000 sec): 3 clusters
  Score: Raw -3177820.295212 + Penalty 3322.225449 = -3174498.069763
  nChanged 142
		SP:Iteration 73Q (10600.430000 sec): 3 clusters
  Score: Raw -3177841.560983 + Penalty 3322.225449 = -3174519.335534
  nChanged 149
		SP:Iteration 74Q (10600.500000 sec): 3 clusters
  Score: Raw -3177866.413316 + Penalty 3322.225449 = -3174544.187867
  nChanged 156
		SP:Iteration 75Q (10600.570000 sec): 3 clusters
  Score: Raw -3177888.749991 + Penalty 3322.225449 = -3174566.524543
  nChanged 149
		SP:Iteration 76Q (10600.630000 sec): 3 clusters
  Score: Raw -3177909.548975 + Penalty 3322.225449 = -3174587.323526
  nChanged 147
		SP:Iteration 77Q (10600.700000 sec): 3 clusters
  Score: Raw -3177931.078582 + Penalty 3322.225449 = -3174608.853133
  nChanged 131
		SP:Iteration 78Q (10600.760000 sec): 3 clusters
  Score: Raw -3177949.449363 + Penalty 3322.225449 = -3174627.223914
  nChanged 131
		SP:Iteration 79Q (10600.830000 sec): 3 clusters
  Score: Raw -3177967.802883 + Penalty 3322.225449 = -3174645.577434
  nChanged 123
		SP:Iteration 80F (10600.900000 sec): 3 clusters
  Score: Raw -3177984.321784 + Penalty 3322.225449 = -3174662.096335
  nChanged 121
		SP:Iteration 81Q (10600.970000 sec): 3 clusters
  Score: Raw -3178001.116395 + Penalty 3322.225449 = -3174678.890946
  nChanged 116
		SP:Iteration 82Q (10601.030000 sec): 3 clusters
  Score: Raw -3178017.976395 + Penalty 3322.225449 = -3174695.750946
  nChanged 117
		SP:Iteration 83Q (10601.090000 sec): 3 clusters
  Score: Raw -3178034.285455 + Penalty 3322.225449 = -3174712.060006
  nChanged 125
		SP:Iteration 84Q (10601.160000 sec): 3 clusters
  Score: Raw -3178053.291629 + Penalty 3322.225449 = -3174731.066180
  nChanged 148
		SP:Iteration 85Q (10601.230000 sec): 3 clusters
  Score: Raw -3178076.155349 + Penalty 3322.225449 = -3174753.929900
  nChanged 144
		SP:Iteration 86Q (10601.290000 sec): 3 clusters
  Score: Raw -3178100.714784 + Penalty 3322.225449 = -3174778.489335
  nChanged 152
		SP:Iteration 87Q (10601.350000 sec): 3 clusters
  Score: Raw -3178126.588630 + Penalty 3322.225449 = -3174804.363181
  nChanged 150
		SP:Iteration 88Q (10601.410000 sec): 3 clusters
  Score: Raw -3178151.902493 + Penalty 3322.225449 = -3174829.677044
  nChanged 149
		SP:Iteration 89Q (10601.480000 sec): 3 clusters
  Score: Raw -3178178.016992 + Penalty 3322.225449 = -3174855.791543
  nChanged 146
		SP:Iteration 90Q (10601.540000 sec): 3 clusters
  Score: Raw -3178203.409789 + Penalty 3322.225449 = -3174881.184340
  nChanged 155
		SP:Iteration 91Q (10601.610000 sec): 3 clusters
  Score: Raw -3178230.779298 + Penalty 3322.225449 = -3174908.553849
  nChanged 144
		SP:Iteration 92Q (10601.670000 sec): 3 clusters
  Score: Raw -3178255.464437 + Penalty 3322.225449 = -3174933.238988
  nChanged 141
		SP:Iteration 93Q (10601.730000 sec): 3 clusters
  Score: Raw -3178282.079964 + Penalty 3322.225449 = -3174959.854515
  nChanged 158
		SP:Iteration 94Q (10601.790000 sec): 3 clusters
  Score: Raw -3178315.261561 + Penalty 3322.225449 = -3174993.036112
  nChanged 175
		SP:Iteration 95Q (10601.860000 sec): 3 clusters
  Score: Raw -3178356.593531 + Penalty 3322.225449 = -3175034.368082
  nChanged 172
		SP:Iteration 96Q (10601.920000 sec): 3 clusters
  Score: Raw -3178396.393780 + Penalty 3322.225449 = -3175074.168332
  nChanged 172
		SP:Iteration 97Q (10601.990000 sec): 3 clusters
  Score: Raw -3178435.936898 + Penalty 3322.225449 = -3175113.711449
  nChanged 176
		SP:Iteration 98Q (10602.050000 sec): 3 clusters
  Score: Raw -3178477.484742 + Penalty 3322.225449 = -3175155.259293
  nChanged 184
		SP:Iteration 99Q (10602.110000 sec): 3 clusters
  Score: Raw -3178527.980033 + Penalty 3322.225449 = -3175205.754584
  nChanged 203
		SP:Iteration 100F (10602.180000 sec): 3 clusters
  Score: Raw -3178584.315548 + Penalty 3322.225449 = -3175262.090100
  nChanged 185
		SP:Iteration 101Q (10602.240000 sec): 3 clusters
  Score: Raw -3178638.935015 + Penalty 3322.225449 = -3175316.709566
  nChanged 181
		SP:Iteration 102Q (10602.300000 sec): 3 clusters
  Score: Raw -3178694.113230 + Penalty 3322.225449 = -3175371.887781
  nChanged 204
		SP:Iteration 103Q (10602.360000 sec): 3 clusters
  Score: Raw -3178760.364405 + Penalty 3322.225449 = -3175438.138956
  nChanged 184
		SP:Iteration 104Q (10602.420000 sec): 3 clusters
  Score: Raw -3178825.448903 + Penalty 3322.225449 = -3175503.223454
  nChanged 193
		SP:Iteration 105Q (10602.480000 sec): 3 clusters
  Score: Raw -3178905.594568 + Penalty 3322.225449 = -3175583.369119
  nChanged 199
		SP:Iteration 106Q (10602.540000 sec): 3 clusters
  Score: Raw -3178991.944883 + Penalty 3322.225449 = -3175669.719434
  nChanged 203
		SP:Iteration 107Q (10602.600000 sec): 3 clusters
  Score: Raw -3179100.641794 + Penalty 3322.225449 = -3175778.416345
  nChanged 222
		SP:Iteration 108Q (10602.660000 sec): 3 clusters
  Score: Raw -3179253.800617 + Penalty 3322.225449 = -3175931.575168
  nChanged 242
		SP:Iteration 109Q (10602.710000 sec): 3 clusters
  Score: Raw -3179476.929099 + Penalty 3322.225449 = -3176154.703650
  nChanged 234
		SP:Iteration 110Q (10602.770000 sec): 3 clusters
  Score: Raw -3179747.932574 + Penalty 3322.225449 = -3176425.707125
  nChanged 191
		SP:Iteration 111Q (10602.830000 sec): 3 clusters
  Score: Raw -3179954.236816 + Penalty 3322.225449 = -3176632.011367
  nChanged 149
		SP:Iteration 112Q (10602.880000 sec): 3 clusters
  Score: Raw -3180062.515264 + Penalty 3322.225449 = -3176740.289815
  nChanged 101
		SP:Iteration 113Q (10602.940000 sec): 3 clusters
  Score: Raw -3180103.495367 + Penalty 3322.225449 = -3176781.269918
  nChanged 56
		SP:Iteration 114Q (10602.990000 sec): 3 clusters
  Score: Raw -3180118.933515 + Penalty 3322.225449 = -3176796.708067
  nChanged 37
		SP:Iteration 115Q (10603.040000 sec): 3 clusters
  Score: Raw -3180127.610156 + Penalty 3322.225449 = -3176805.384707
  nChanged 23
		SP:Iteration 116Q (10603.090000 sec): 3 clusters
  Score: Raw -3180131.725310 + Penalty 3322.225449 = -3176809.499861
  nChanged 12
		SP:Iteration 117Q (10603.150000 sec): 3 clusters
  Score: Raw -3180133.666643 + Penalty 3322.225449 = -3176811.441194
  nChanged 8
		SP:Iteration 118Q (10603.200000 sec): 3 clusters
  Score: Raw -3180134.949801 + Penalty 3322.225449 = -3176812.724352
  nChanged 2
		SP:Iteration 119Q (10603.250000 sec): 3 clusters
  Score: Raw -3180135.487320 + Penalty 3322.225449 = -3176813.261871
  nChanged 2
		SP:Iteration 120F (10603.320000 sec): 3 clusters
  Score: Raw -3180135.731099 + Penalty 3322.225449 = -3176813.505650
  nChanged 2
		SP:Iteration 121Q (10603.380000 sec): 3 clusters
  Score: Raw -3180136.321444 + Penalty 3322.225449 = -3176814.095995
  nChanged 3
		SP:Iteration 122Q (10603.430000 sec): 3 clusters
  Score: Raw -3180136.811794 + Penalty 3322.225449 = -3176814.586345
  nChanged 1
		SP:Iteration 123Q (10603.480000 sec): 3 clusters
  Score: Raw -3180136.871857 + Penalty 3322.225449 = -3176814.646408
  nChanged 2
		SP:Iteration 124Q (10603.540000 sec): 3 clusters
  Score: Raw -3180137.163834 + Penalty 3322.225449 = -3176814.938385
  nChanged 1
		SP:Iteration 125Q (10603.590000 sec): 3 clusters
  Score: Raw -3180137.411448 + Penalty 3322.225449 = -3176815.185999
  nChanged 2
		SP:Iteration 126Q (10603.650000 sec): 3 clusters
  Score: Raw -3180137.928853 + Penalty 3322.225449 = -3176815.703404
  nChanged 5
		SP:Iteration 127Q (10603.700000 sec): 3 clusters
  Score: Raw -3180138.538435 + Penalty 3322.225449 = -3176816.312986
  nChanged 2
		SP:Iteration 128Q (10603.750000 sec): 3 clusters
  Score: Raw -3180138.706885 + Penalty 3322.225449 = -3176816.481436
  nChanged 0
		SP:Iteration 129F (10603.820000 sec): 3 clusters
  Score: Raw -3180138.706885 + Penalty 3322.225449 = -3176816.481436
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10603.870000 sec): 2 clusters
  Score: Raw -1456063.082314 + Penalty 1546.251794 = -1454516.830520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10603.900000 sec): 3 clusters
  Score: Raw -1448194.589540 + Penalty 3092.503587 = -1445102.085953
  nChanged 5986
		SP:Iteration 1F (10603.940000 sec): 3 clusters
  Score: Raw -1452141.549071 + Penalty 3092.503587 = -1449049.045484
  nChanged 1149
		SP:Iteration 2F (10603.970000 sec): 3 clusters
  Score: Raw -1453078.455870 + Penalty 3092.503587 = -1449985.952283
  nChanged 1123
		SP:Iteration 3F (10604.010000 sec): 3 clusters
  Score: Raw -1453892.750806 + Penalty 3092.503587 = -1450800.247219
  nChanged 926
		SP:Iteration 4F (10604.050000 sec): 3 clusters
  Score: Raw -1454512.018810 + Penalty 3092.503587 = -1451419.515223
  nChanged 751
		SP:Iteration 5F (10604.080000 sec): 3 clusters
  Score: Raw -1454947.833861 + Penalty 3092.503587 = -1451855.330274
  nChanged 610
		SP:Iteration 6Q (10604.110000 sec): 3 clusters
  Score: Raw -1455253.536589 + Penalty 3092.503587 = -1452161.033002
  nChanged 470
		SP:Iteration 7Q (10604.150000 sec): 3 clusters
  Score: Raw -1455443.590615 + Penalty 3092.503587 = -1452351.087028
  nChanged 357
		SP:Iteration 8Q (10604.180000 sec): 3 clusters
  Score: Raw -1455568.676240 + Penalty 3092.503587 = -1452476.172653
  nChanged 274
		SP:Iteration 9Q (10604.220000 sec): 3 clusters
  Score: Raw -1455649.294008 + Penalty 3092.503587 = -1452556.790421
  nChanged 232
		SP:Iteration 10Q (10604.250000 sec): 3 clusters
  Score: Raw -1455711.928298 + Penalty 3092.503587 = -1452619.424711
  nChanged 203
		SP:Iteration 11Q (10604.290000 sec): 3 clusters
  Score: Raw -1455763.121321 + Penalty 3092.503587 = -1452670.617734
  nChanged 177
		SP:Iteration 12Q (10604.330000 sec): 3 clusters
  Score: Raw -1455803.188828 + Penalty 3092.503587 = -1452710.685241
  nChanged 148
		SP:Iteration 13Q (10604.360000 sec): 3 clusters
  Score: Raw -1455831.534033 + Penalty 3092.503587 = -1452739.030446
  nChanged 116
		SP:Iteration 14Q (10604.390000 sec): 3 clusters
  Score: Raw -1455862.154297 + Penalty 3092.503587 = -1452769.650710
  nChanged 132
		SP:Iteration 15Q (10604.430000 sec): 3 clusters
  Score: Raw -1455889.578865 + Penalty 3092.503587 = -1452797.075278
  nChanged 108
		SP:Iteration 16Q (10604.470000 sec): 3 clusters
  Score: Raw -1455913.701039 + Penalty 3092.503587 = -1452821.197452
  nChanged 113
		SP:Iteration 17Q (10604.500000 sec): 3 clusters
  Score: Raw -1455936.532476 + Penalty 3092.503587 = -1452844.028889
  nChanged 121
		SP:Iteration 18Q (10604.540000 sec): 3 clusters
  Score: Raw -1455961.637901 + Penalty 3092.503587 = -1452869.134314
  nChanged 124
		SP:Iteration 19Q (10604.570000 sec): 3 clusters
  Score: Raw -1455991.878541 + Penalty 3092.503587 = -1452899.374954
  nChanged 130
		SP:Iteration 20F (10604.610000 sec): 3 clusters
  Score: Raw -1456018.990905 + Penalty 3092.503587 = -1452926.487318
  nChanged 111
		SP:Iteration 21Q (10604.640000 sec): 3 clusters
  Score: Raw -1456043.106960 + Penalty 3092.503587 = -1452950.603373
  nChanged 101
		SP:Iteration 22Q (10604.680000 sec): 3 clusters
  Score: Raw -1456066.437349 + Penalty 3092.503587 = -1452973.933762
  nChanged 116
		SP:Iteration 23Q (10604.710000 sec): 3 clusters
  Score: Raw -1456097.732445 + Penalty 3092.503587 = -1453005.228858
  nChanged 122
		SP:Iteration 24Q (10604.750000 sec): 3 clusters
  Score: Raw -1456130.958190 + Penalty 3092.503587 = -1453038.454603
  nChanged 138
		SP:Iteration 25Q (10604.780000 sec): 3 clusters
  Score: Raw -1456170.751949 + Penalty 3092.503587 = -1453078.248362
  nChanged 135
		SP:Iteration 26Q (10604.820000 sec): 3 clusters
  Score: Raw -1456211.195572 + Penalty 3092.503587 = -1453118.691985
  nChanged 149
		SP:Iteration 27Q (10604.850000 sec): 3 clusters
  Score: Raw -1456254.760281 + Penalty 3092.503587 = -1453162.256694
  nChanged 147
		SP:Iteration 28Q (10604.890000 sec): 3 clusters
  Score: Raw -1456296.891939 + Penalty 3092.503587 = -1453204.388352
  nChanged 152
		SP:Iteration 29Q (10604.920000 sec): 3 clusters
  Score: Raw -1456341.679735 + Penalty 3092.503587 = -1453249.176148
  nChanged 152
		SP:Iteration 30Q (10604.950000 sec): 3 clusters
  Score: Raw -1456384.804815 + Penalty 3092.503587 = -1453292.301228
  nChanged 128
		SP:Iteration 31Q (10604.990000 sec): 3 clusters
  Score: Raw -1456417.112087 + Penalty 3092.503587 = -1453324.608500
  nChanged 121
		SP:Iteration 32Q (10605.020000 sec): 3 clusters
  Score: Raw -1456450.463549 + Penalty 3092.503587 = -1453357.959962
  nChanged 135
		SP:Iteration 33Q (10605.060000 sec): 3 clusters
  Score: Raw -1456493.654982 + Penalty 3092.503587 = -1453401.151395
  nChanged 140
		SP:Iteration 34Q (10605.090000 sec): 3 clusters
  Score: Raw -1456537.921920 + Penalty 3092.503587 = -1453445.418333
  nChanged 143
		SP:Iteration 35Q (10605.130000 sec): 3 clusters
  Score: Raw -1456583.100282 + Penalty 3092.503587 = -1453490.596695
  nChanged 124
		SP:Iteration 36Q (10605.160000 sec): 3 clusters
  Score: Raw -1456621.487257 + Penalty 3092.503587 = -1453528.983670
  nChanged 115
		SP:Iteration 37Q (10605.190000 sec): 3 clusters
  Score: Raw -1456656.341484 + Penalty 3092.503587 = -1453563.837897
  nChanged 85
		SP:Iteration 38Q (10605.230000 sec): 3 clusters
  Score: Raw -1456680.794707 + Penalty 3092.503587 = -1453588.291119
  nChanged 84
		SP:Iteration 39Q (10605.260000 sec): 3 clusters
  Score: Raw -1456701.982368 + Penalty 3092.503587 = -1453609.478781
  nChanged 74
		SP:Iteration 40F (10605.290000 sec): 3 clusters
  Score: Raw -1456722.236183 + Penalty 3092.503587 = -1453629.732596
  nChanged 63
		SP:Iteration 41Q (10605.330000 sec): 3 clusters
  Score: Raw -1456737.560744 + Penalty 3092.503587 = -1453645.057157
  nChanged 57
		SP:Iteration 42Q (10605.360000 sec): 3 clusters
  Score: Raw -1456751.004253 + Penalty 3092.503587 = -1453658.500666
  nChanged 53
		SP:Iteration 43Q (10605.390000 sec): 3 clusters
  Score: Raw -1456763.402272 + Penalty 3092.503587 = -1453670.898685
  nChanged 45
		SP:Iteration 44Q (10605.430000 sec): 3 clusters
  Score: Raw -1456774.229696 + Penalty 3092.503587 = -1453681.726109
  nChanged 53
		SP:Iteration 45Q (10605.460000 sec): 3 clusters
  Score: Raw -1456788.546349 + Penalty 3092.503587 = -1453696.042762
  nChanged 58
		SP:Iteration 46Q (10605.490000 sec): 3 clusters
  Score: Raw -1456801.788600 + Penalty 3092.503587 = -1453709.285013
  nChanged 48
		SP:Iteration 47Q (10605.520000 sec): 3 clusters
  Score: Raw -1456815.885783 + Penalty 3092.503587 = -1453723.382196
  nChanged 57
		SP:Iteration 48Q (10605.550000 sec): 3 clusters
  Score: Raw -1456830.201011 + Penalty 3092.503587 = -1453737.697423
  nChanged 49
		SP:Iteration 49Q (10605.590000 sec): 3 clusters
  Score: Raw -1456841.446443 + Penalty 3092.503587 = -1453748.942856
  nChanged 50
		SP:Iteration 50Q (10605.610000 sec): 3 clusters
  Score: Raw -1456854.972128 + Penalty 3092.503587 = -1453762.468541
  nChanged 46
		SP:Iteration 51Q (10605.650000 sec): 3 clusters
  Score: Raw -1456866.963775 + Penalty 3092.503587 = -1453774.460188
  nChanged 43
		SP:Iteration 52Q (10605.680000 sec): 3 clusters
  Score: Raw -1456880.530664 + Penalty 3092.503587 = -1453788.027077
  nChanged 38
		SP:Iteration 53Q (10605.710000 sec): 3 clusters
  Score: Raw -1456893.570978 + Penalty 3092.503587 = -1453801.067391
  nChanged 40
		SP:Iteration 54Q (10605.740000 sec): 3 clusters
  Score: Raw -1456904.712405 + Penalty 3092.503587 = -1453812.208818
  nChanged 37
		SP:Iteration 55Q (10605.770000 sec): 3 clusters
  Score: Raw -1456913.094085 + Penalty 3092.503587 = -1453820.590498
  nChanged 29
		SP:Iteration 56Q (10605.800000 sec): 3 clusters
  Score: Raw -1456920.086496 + Penalty 3092.503587 = -1453827.582909
  nChanged 34
		SP:Iteration 57Q (10605.830000 sec): 3 clusters
  Score: Raw -1456927.399641 + Penalty 3092.503587 = -1453834.896054
  nChanged 23
		SP:Iteration 58Q (10605.870000 sec): 3 clusters
  Score: Raw -1456931.760959 + Penalty 3092.503587 = -1453839.257372
  nChanged 12
		SP:Iteration 59Q (10605.890000 sec): 3 clusters
  Score: Raw -1456933.963747 + Penalty 3092.503587 = -1453841.460160
  nChanged 14
		SP:Iteration 60F (10605.930000 sec): 3 clusters
  Score: Raw -1456937.500011 + Penalty 3092.503587 = -1453844.996424
  nChanged 21
		SP:Iteration 61Q (10605.960000 sec): 3 clusters
  Score: Raw -1456941.369782 + Penalty 3092.503587 = -1453848.866195
  nChanged 15
		SP:Iteration 62Q (10605.990000 sec): 3 clusters
  Score: Raw -1456944.788949 + Penalty 3092.503587 = -1453852.285362
  nChanged 15
		SP:Iteration 63Q (10606.020000 sec): 3 clusters
  Score: Raw -1456948.257162 + Penalty 3092.503587 = -1453855.753575
  nChanged 17
		SP:Iteration 64Q (10606.050000 sec): 3 clusters
  Score: Raw -1456952.132512 + Penalty 3092.503587 = -1453859.628925
  nChanged 16
		SP:Iteration 65Q (10606.080000 sec): 3 clusters
  Score: Raw -1456955.825333 + Penalty 3092.503587 = -1453863.321746
  nChanged 14
		SP:Iteration 66Q (10606.110000 sec): 3 clusters
  Score: Raw -1456958.935743 + Penalty 3092.503587 = -1453866.432156
  nChanged 13
		SP:Iteration 67Q (10606.130000 sec): 3 clusters
  Score: Raw -1456962.035909 + Penalty 3092.503587 = -1453869.532322
  nChanged 12
		SP:Iteration 68Q (10606.170000 sec): 3 clusters
  Score: Raw -1456963.902391 + Penalty 3092.503587 = -1453871.398804
  nChanged 3
		SP:Iteration 69Q (10606.190000 sec): 3 clusters
  Score: Raw -1456964.298789 + Penalty 3092.503587 = -1453871.795202
  nChanged 4
		SP:Iteration 70Q (10606.220000 sec): 3 clusters
  Score: Raw -1456965.103101 + Penalty 3092.503587 = -1453872.599514
  nChanged 4
		SP:Iteration 71Q (10606.250000 sec): 3 clusters
  Score: Raw -1456965.731524 + Penalty 3092.503587 = -1453873.227937
  nChanged 3
		SP:Iteration 72Q (10606.280000 sec): 3 clusters
  Score: Raw -1456966.385701 + Penalty 3092.503587 = -1453873.882114
  nChanged 4
		SP:Iteration 73Q (10606.310000 sec): 3 clusters
  Score: Raw -1456967.124584 + Penalty 3092.503587 = -1453874.620997
  nChanged 3
		SP:Iteration 74Q (10606.340000 sec): 3 clusters
  Score: Raw -1456967.462374 + Penalty 3092.503587 = -1453874.958787
  nChanged 2
		SP:Iteration 75Q (10606.370000 sec): 3 clusters
  Score: Raw -1456967.706741 + Penalty 3092.503587 = -1453875.203154
  nChanged 0
		SP:Iteration 76F (10606.410000 sec): 3 clusters
  Score: Raw -1456967.706741 + Penalty 3092.503587 = -1453875.203154
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (14001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10606.440000 sec): 2 clusters
  Score: Raw -1601071.351363 + Penalty 1551.368656 = -1599519.982707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10606.480000 sec): 3 clusters
  Score: Raw -1592833.263724 + Penalty 3102.737311 = -1589730.526412
  nChanged 6296
		SP:Iteration 1F (10606.510000 sec): 3 clusters
  Score: Raw -1596181.536348 + Penalty 3102.737311 = -1593078.799037
  nChanged 788
		SP:Iteration 2F (10606.550000 sec): 3 clusters
  Score: Raw -1596498.428795 + Penalty 3102.737311 = -1593395.691484
  nChanged 728
		SP:Iteration 3F (10606.590000 sec): 3 clusters
  Score: Raw -1596767.247292 + Penalty 3102.737311 = -1593664.509980
  nChanged 606
		SP:Iteration 4Q (10606.620000 sec): 3 clusters
  Score: Raw -1596984.733075 + Penalty 3102.737311 = -1593881.995763
  nChanged 536
		SP:Iteration 5Q (10606.660000 sec): 3 clusters
  Score: Raw -1597155.565443 + Penalty 3102.737311 = -1594052.828132
  nChanged 448
		SP:Iteration 6Q (10606.690000 sec): 3 clusters
  Score: Raw -1597303.398105 + Penalty 3102.737311 = -1594200.660793
  nChanged 399
		SP:Iteration 7Q (10606.730000 sec): 3 clusters
  Score: Raw -1597429.122638 + Penalty 3102.737311 = -1594326.385326
  nChanged 333
		SP:Iteration 8Q (10606.770000 sec): 3 clusters
  Score: Raw -1597533.694094 + Penalty 3102.737311 = -1594430.956782
  nChanged 313
		SP:Iteration 9Q (10606.800000 sec): 3 clusters
  Score: Raw -1597649.444291 + Penalty 3102.737311 = -1594546.706980
  nChanged 330
		SP:Iteration 10Q (10606.840000 sec): 3 clusters
  Score: Raw -1597767.138660 + Penalty 3102.737311 = -1594664.401349
  nChanged 340
		SP:Iteration 11Q (10606.870000 sec): 3 clusters
  Score: Raw -1597899.416660 + Penalty 3102.737311 = -1594796.679349
  nChanged 367
		SP:Iteration 12Q (10606.910000 sec): 3 clusters
  Score: Raw -1598057.168446 + Penalty 3102.737311 = -1594954.431135
  nChanged 403
		SP:Iteration 13Q (10606.950000 sec): 3 clusters
  Score: Raw -1598231.917588 + Penalty 3102.737311 = -1595129.180277
  nChanged 434
		SP:Iteration 14Q (10606.980000 sec): 3 clusters
  Score: Raw -1598436.890889 + Penalty 3102.737311 = -1595334.153578
  nChanged 450
		SP:Iteration 15Q (10607.020000 sec): 3 clusters
  Score: Raw -1598673.099733 + Penalty 3102.737311 = -1595570.362422
  nChanged 473
		SP:Iteration 16Q (10607.050000 sec): 3 clusters
  Score: Raw -1598925.096401 + Penalty 3102.737311 = -1595822.359089
  nChanged 456
		SP:Iteration 17Q (10607.090000 sec): 3 clusters
  Score: Raw -1599181.922093 + Penalty 3102.737311 = -1596079.184781
  nChanged 476
		SP:Iteration 18Q (10607.130000 sec): 3 clusters
  Score: Raw -1599440.259079 + Penalty 3102.737311 = -1596337.521768
  nChanged 440
		SP:Iteration 19Q (10607.160000 sec): 3 clusters
  Score: Raw -1599662.261263 + Penalty 3102.737311 = -1596559.523951
  nChanged 402
		SP:Iteration 20F (10607.190000 sec): 3 clusters
  Score: Raw -1599855.463788 + Penalty 3102.737311 = -1596752.726477
  nChanged 357
		SP:Iteration 21Q (10607.230000 sec): 3 clusters
  Score: Raw -1600018.275375 + Penalty 3102.737311 = -1596915.538064
  nChanged 346
		SP:Iteration 22Q (10607.260000 sec): 3 clusters
  Score: Raw -1600192.411679 + Penalty 3102.737311 = -1597089.674368
  nChanged 324
		SP:Iteration 23Q (10607.290000 sec): 3 clusters
  Score: Raw -1600346.498899 + Penalty 3102.737311 = -1597243.761588
  nChanged 291
		SP:Iteration 24Q (10607.330000 sec): 3 clusters
  Score: Raw -1600491.072687 + Penalty 3102.737311 = -1597388.335375
  nChanged 286
		SP:Iteration 25Q (10607.360000 sec): 3 clusters
  Score: Raw -1600651.791466 + Penalty 3102.737311 = -1597549.054155
  nChanged 279
		SP:Iteration 26Q (10607.390000 sec): 3 clusters
  Score: Raw -1600810.033752 + Penalty 3102.737311 = -1597707.296441
  nChanged 230
		SP:Iteration 27Q (10607.420000 sec): 3 clusters
  Score: Raw -1600928.638727 + Penalty 3102.737311 = -1597825.901416
  nChanged 183
		SP:Iteration 28Q (10607.450000 sec): 3 clusters
  Score: Raw -1601024.649239 + Penalty 3102.737311 = -1597921.911928
  nChanged 155
		SP:Iteration 29Q (10607.480000 sec): 3 clusters
  Score: Raw -1601112.033209 + Penalty 3102.737311 = -1598009.295897
  nChanged 132
		SP:Iteration 30Q (10607.510000 sec): 3 clusters
  Score: Raw -1601184.703208 + Penalty 3102.737311 = -1598081.965897
  nChanged 98
		SP:Iteration 31Q (10607.540000 sec): 3 clusters
  Score: Raw -1601236.482098 + Penalty 3102.737311 = -1598133.744787
  nChanged 67
		SP:Iteration 32Q (10607.570000 sec): 3 clusters
  Score: Raw -1601269.992035 + Penalty 3102.737311 = -1598167.254724
  nChanged 52
		SP:Iteration 33Q (10607.590000 sec): 3 clusters
  Score: Raw -1601291.502482 + Penalty 3102.737311 = -1598188.765171
  nChanged 38
		SP:Iteration 34Q (10607.630000 sec): 3 clusters
  Score: Raw -1601308.620799 + Penalty 3102.737311 = -1598205.883488
  nChanged 39
		SP:Iteration 35Q (10607.650000 sec): 3 clusters
  Score: Raw -1601326.337674 + Penalty 3102.737311 = -1598223.600363
  nChanged 33
		SP:Iteration 36Q (10607.680000 sec): 3 clusters
  Score: Raw -1601342.071295 + Penalty 3102.737311 = -1598239.333984
  nChanged 27
		SP:Iteration 37Q (10607.710000 sec): 3 clusters
  Score: Raw -1601352.906435 + Penalty 3102.737311 = -1598250.169124
  nChanged 17
		SP:Iteration 38Q (10607.740000 sec): 3 clusters
  Score: Raw -1601361.846180 + Penalty 3102.737311 = -1598259.108869
  nChanged 16
		SP:Iteration 39Q (10607.760000 sec): 3 clusters
  Score: Raw -1601367.876052 + Penalty 3102.737311 = -1598265.138741
  nChanged 13
		SP:Iteration 40F (10607.800000 sec): 3 clusters
  Score: Raw -1601373.436285 + Penalty 3102.737311 = -1598270.698974
  nChanged 14
		SP:Iteration 41Q (10607.830000 sec): 3 clusters
  Score: Raw -1601378.245409 + Penalty 3102.737311 = -1598275.508098
  nChanged 7
		SP:Iteration 42Q (10607.850000 sec): 3 clusters
  Score: Raw -1601380.879456 + Penalty 3102.737311 = -1598278.142145
  nChanged 6
		SP:Iteration 43Q (10607.880000 sec): 3 clusters
  Score: Raw -1601384.103894 + Penalty 3102.737311 = -1598281.366583
  nChanged 11
		SP:Iteration 44Q (10607.910000 sec): 3 clusters
  Score: Raw -1601387.979357 + Penalty 3102.737311 = -1598285.242046
  nChanged 9
		SP:Iteration 45Q (10607.940000 sec): 3 clusters
  Score: Raw -1601391.107803 + Penalty 3102.737311 = -1598288.370492
  nChanged 6
		SP:Iteration 46Q (10607.970000 sec): 3 clusters
  Score: Raw -1601393.088215 + Penalty 3102.737311 = -1598290.350904
  nChanged 5
		SP:Iteration 47Q (10607.990000 sec): 3 clusters
  Score: Raw -1601395.673427 + Penalty 3102.737311 = -1598292.936115
  nChanged 10
		SP:Iteration 48Q (10608.020000 sec): 3 clusters
  Score: Raw -1601398.845550 + Penalty 3102.737311 = -1598296.108239
  nChanged 10
		SP:Iteration 49Q (10608.050000 sec): 3 clusters
  Score: Raw -1601402.797887 + Penalty 3102.737311 = -1598300.060576
  nChanged 5
		SP:Iteration 50Q (10608.070000 sec): 3 clusters
  Score: Raw -1601404.235325 + Penalty 3102.737311 = -1598301.498014
  nChanged 3
		SP:Iteration 51Q (10608.100000 sec): 3 clusters
  Score: Raw -1601405.477561 + Penalty 3102.737311 = -1598302.740250
  nChanged 6
		SP:Iteration 52Q (10608.130000 sec): 3 clusters
  Score: Raw -1601407.396375 + Penalty 3102.737311 = -1598304.659064
  nChanged 3
		SP:Iteration 53Q (10608.160000 sec): 3 clusters
  Score: Raw -1601408.506053 + Penalty 3102.737311 = -1598305.768742
  nChanged 2
		SP:Iteration 54Q (10608.190000 sec): 3 clusters
  Score: Raw -1601409.185409 + Penalty 3102.737311 = -1598306.448097
  nChanged 1
		SP:Iteration 55Q (10608.210000 sec): 3 clusters
  Score: Raw -1601409.412282 + Penalty 3102.737311 = -1598306.674970
  nChanged 0
		SP:Iteration 56F (10608.250000 sec): 3 clusters
  Score: Raw -1601409.412282 + Penalty 3102.737311 = -1598306.674970
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10608.260000 sec): 2 clusters
  Score: Raw -120654.407747 + Penalty 1130.128816 = -119524.278931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10608.270000 sec): 3 clusters
  Score: Raw -120285.736003 + Penalty 2260.257631 = -118025.478372
  nChanged 316
		SP:Iteration 1F (10608.270000 sec): 3 clusters
  Score: Raw -120531.555251 + Penalty 2260.257631 = -118271.297620
  nChanged 80
		SP:Iteration 2F (10608.270000 sec): 3 clusters
  Score: Raw -120609.263011 + Penalty 2260.257631 = -118349.005380
  nChanged 44
		SP:Iteration 3Q (10608.270000 sec): 3 clusters
  Score: Raw -120646.681826 + Penalty 2260.257631 = -118386.424195
  nChanged 26
		SP:Iteration 4Q (10608.270000 sec): 3 clusters
  Score: Raw -120671.166605 + Penalty 2260.257631 = -118410.908974
  nChanged 16
		SP:Iteration 5Q (10608.280000 sec): 3 clusters
  Score: Raw -120689.125574 + Penalty 2260.257631 = -118428.867943
  nChanged 17
		SP:Iteration 6Q (10608.280000 sec): 3 clusters
  Score: Raw -120703.941569 + Penalty 2260.257631 = -118443.683938
  nChanged 15
		SP:Iteration 7Q (10608.280000 sec): 3 clusters
  Score: Raw -120715.582194 + Penalty 2260.257631 = -118455.324563
  nChanged 16
		SP:Iteration 8Q (10608.290000 sec): 3 clusters
  Score: Raw -120728.647965 + Penalty 2260.257631 = -118468.390333
  nChanged 9
		SP:Iteration 9Q (10608.290000 sec): 3 clusters
  Score: Raw -120735.168218 + Penalty 2260.257631 = -118474.910587
  nChanged 3
		SP:Iteration 10Q (10608.290000 sec): 3 clusters
  Score: Raw -120737.660764 + Penalty 2260.257631 = -118477.403133
  nChanged 1
		SP:Iteration 11Q (10608.290000 sec): 3 clusters
  Score: Raw -120738.093769 + Penalty 2260.257631 = -118477.836138
  nChanged 0
		SP:Iteration 12F (10608.290000 sec): 3 clusters
  Score: Raw -120738.093769 + Penalty 2260.257631 = -118477.836138
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10608.300000 sec): 2 clusters
  Score: Raw -35281.359830 + Penalty 945.763476 = -34335.596354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10608.300000 sec): 3 clusters
  Score: Raw -35316.650079 + Penalty 1891.526952 = -33425.123126
  nChanged 61
		SP:Iteration 1F (10608.300000 sec): 3 clusters
  Score: Raw -35492.576953 + Penalty 1891.526952 = -33601.050001
  nChanged 18
		SP:Iteration 2F (10608.300000 sec): 3 clusters
  Score: Raw -35557.150658 + Penalty 1891.526952 = -33665.623705
  nChanged 10
		SP:Iteration 3Q (10608.300000 sec): 3 clusters
  Score: Raw -35590.342976 + Penalty 1891.526952 = -33698.816024
  nChanged 11
		SP:Iteration 4Q (10608.310000 sec): 3 clusters
  Score: Raw -35682.220277 + Penalty 1891.526952 = -33790.693325
  nChanged 14
		SP:Iteration 5Q (10608.310000 sec): 3 clusters
  Score: Raw -35800.975931 + Penalty 1891.526952 = -33909.448979
  nChanged 13
		SP:Iteration 6Q (10608.310000 sec): 3 clusters
  Score: Raw -35857.067698 + Penalty 1891.526952 = -33965.540746
  nChanged 9
		SP:Iteration 7Q (10608.310000 sec): 3 clusters
  Score: Raw -35892.185698 + Penalty 1891.526952 = -34000.658746
  nChanged 8
		SP:Iteration 8Q (10608.310000 sec): 3 clusters
  Score: Raw -35938.324708 + Penalty 1891.526952 = -34046.797756
  nChanged 9
		SP:Iteration 9Q (10608.310000 sec): 3 clusters
  Score: Raw -35994.873139 + Penalty 1891.526952 = -34103.346187
  nChanged 6
		SP:Iteration 10Q (10608.310000 sec): 3 clusters
  Score: Raw -36033.821581 + Penalty 1891.526952 = -34142.294629
  nChanged 3
		SP:Iteration 11Q (10608.310000 sec): 3 clusters
  Score: Raw -36053.433727 + Penalty 1891.526952 = -34161.906774
  nChanged 2
		SP:Iteration 12Q (10608.310000 sec): 3 clusters
  Score: Raw -36065.249178 + Penalty 1891.526952 = -34173.722225
  nChanged 2
		SP:Iteration 13Q (10608.310000 sec): 3 clusters
  Score: Raw -36083.231020 + Penalty 1891.526952 = -34191.704068
  nChanged 3
		SP:Iteration 14Q (10608.310000 sec): 3 clusters
  Score: Raw -36100.536615 + Penalty 1891.526952 = -34209.009662
  nChanged 2
		SP:Iteration 15Q (10608.310000 sec): 3 clusters
  Score: Raw -36115.375822 + Penalty 1891.526952 = -34223.848870
  nChanged 3
		SP:Iteration 16Q (10608.310000 sec): 3 clusters
  Score: Raw -36132.900751 + Penalty 1891.526952 = -34241.373798
  nChanged 1
		SP:Iteration 17Q (10608.310000 sec): 3 clusters
  Score: Raw -36142.574979 + Penalty 1891.526952 = -34251.048027
  nChanged 3
		SP:Iteration 18Q (10608.310000 sec): 3 clusters
  Score: Raw -36173.013310 + Penalty 1891.526952 = -34281.486358
  nChanged 1
		SP:Iteration 19Q (10608.310000 sec): 3 clusters
  Score: Raw -36179.296111 + Penalty 1891.526952 = -34287.769158
  nChanged 1
		SP:Iteration 20F (10608.310000 sec): 3 clusters
  Score: Raw -36182.709900 + Penalty 1891.526952 = -34291.182947
  nChanged 1
		SP:Iteration 21Q (10608.320000 sec): 3 clusters
  Score: Raw -36199.125129 + Penalty 1891.526952 = -34307.598176
  nChanged 2
		SP:Iteration 22Q (10608.320000 sec): 3 clusters
  Score: Raw -36234.417082 + Penalty 1891.526952 = -34342.890130
  nChanged 1
		SP:Iteration 23Q (10608.320000 sec): 3 clusters
  Score: Raw -36242.188617 + Penalty 1891.526952 = -34350.661665
  nChanged 0
		SP:Iteration 24F (10608.320000 sec): 3 clusters
  Score: Raw -36242.188617 + Penalty 1891.526952 = -34350.661665
  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 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10608.330000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10608.330000 sec): 3 clusters
  Score: Raw -39129.689004 + Penalty 1915.680921 = -37214.008083
  nChanged 75
		SP:Iteration 1F (10608.330000 sec): 3 clusters
  Score: Raw -39305.194833 + Penalty 1915.680921 = -37389.513912
  nChanged 17
		SP:Iteration 2Q (10608.330000 sec): 3 clusters
  Score: Raw -39369.190947 + Penalty 1915.680921 = -37453.510026
  nChanged 8
		SP:Iteration 3Q (10608.330000 sec): 3 clusters
  Score: Raw -39383.650790 + Penalty 1915.680921 = -37467.969868
  nChanged 7
		SP:Iteration 4Q (10608.340000 sec): 3 clusters
  Score: Raw -39397.286750 + Penalty 1915.680921 = -37481.605829
  nChanged 3
		SP:Iteration 5Q (10608.340000 sec): 3 clusters
  Score: Raw -39411.719045 + Penalty 1915.680921 = -37496.038124
  nChanged 6
		SP:Iteration 6Q (10608.340000 sec): 3 clusters
  Score: Raw -39430.561162 + Penalty 1915.680921 = -37514.880241
  nChanged 5
		SP:Iteration 7Q (10608.340000 sec): 3 clusters
  Score: Raw -39452.712989 + Penalty 1915.680921 = -37537.032068
  nChanged 6
		SP:Iteration 8Q (10608.340000 sec): 3 clusters
  Score: Raw -39527.492077 + Penalty 1915.680921 = -37611.811156
  nChanged 6
		SP:Iteration 9Q (10608.340000 sec): 3 clusters
  Score: Raw -39551.098813 + Penalty 1915.680921 = -37635.417892
  nChanged 5
		SP:Iteration 10Q (10608.340000 sec): 3 clusters
  Score: Raw -39562.234439 + Penalty 1915.680921 = -37646.553518
  nChanged 3
		SP:Iteration 11Q (10608.340000 sec): 3 clusters
  Score: Raw -39570.348455 + Penalty 1915.680921 = -37654.667534
  nChanged 3
		SP:Iteration 12Q (10608.340000 sec): 3 clusters
  Score: Raw -39575.255564 + Penalty 1915.680921 = -37659.574643
  nChanged 1
		SP:Iteration 13Q (10608.340000 sec): 3 clusters
  Score: Raw -39577.012715 + Penalty 1915.680921 = -37661.331794
  nChanged 1
		SP:Iteration 14Q (10608.350000 sec): 3 clusters
  Score: Raw -39578.716765 + Penalty 1915.680921 = -37663.035844
  nChanged 0
		SP:Iteration 15F (10608.350000 sec): 3 clusters
  Score: Raw -39578.716765 + Penalty 1915.680921 = -37663.035844
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10608.370000 sec): 2 clusters
  Score: Raw -666325.074559 + Penalty 1404.306416 = -664920.768143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10608.380000 sec): 3 clusters
  Score: Raw -663282.542761 + Penalty 2808.612831 = -660473.929929
  nChanged 2369
		SP:Iteration 1F (10608.390000 sec): 3 clusters
  Score: Raw -664536.467345 + Penalty 2808.612831 = -661727.854513
  nChanged 382
		SP:Iteration 2F (10608.410000 sec): 3 clusters
  Score: Raw -664688.536398 + Penalty 2808.612831 = -661879.923567
  nChanged 249
		SP:Iteration 3Q (10608.420000 sec): 3 clusters
  Score: Raw -664786.430231 + Penalty 2808.612831 = -661977.817400
  nChanged 195
		SP:Iteration 4Q (10608.440000 sec): 3 clusters
  Score: Raw -664857.579547 + Penalty 2808.612831 = -662048.966715
  nChanged 155
		SP:Iteration 5Q (10608.450000 sec): 3 clusters
  Score: Raw -664927.209590 + Penalty 2808.612831 = -662118.596758
  nChanged 178
		SP:Iteration 6Q (10608.470000 sec): 3 clusters
  Score: Raw -664993.546810 + Penalty 2808.612831 = -662184.933978
  nChanged 147
		SP:Iteration 7Q (10608.480000 sec): 3 clusters
  Score: Raw -665045.794393 + Penalty 2808.612831 = -662237.181561
  nChanged 144
		SP:Iteration 8Q (10608.490000 sec): 3 clusters
  Score: Raw -665097.618739 + Penalty 2808.612831 = -662289.005907
  nChanged 130
		SP:Iteration 9Q (10608.510000 sec): 3 clusters
  Score: Raw -665141.575950 + Penalty 2808.612831 = -662332.963119
  nChanged 134
		SP:Iteration 10Q (10608.520000 sec): 3 clusters
  Score: Raw -665193.801583 + Penalty 2808.612831 = -662385.188751
  nChanged 131
		SP:Iteration 11Q (10608.540000 sec): 3 clusters
  Score: Raw -665243.441648 + Penalty 2808.612831 = -662434.828817
  nChanged 137
		SP:Iteration 12Q (10608.550000 sec): 3 clusters
  Score: Raw -665305.566982 + Penalty 2808.612831 = -662496.954151
  nChanged 161
		SP:Iteration 13Q (10608.570000 sec): 3 clusters
  Score: Raw -665395.244409 + Penalty 2808.612831 = -662586.631577
  nChanged 200
		SP:Iteration 14Q (10608.580000 sec): 3 clusters
  Score: Raw -665517.983829 + Penalty 2808.612831 = -662709.370998
  nChanged 217
		SP:Iteration 15Q (10608.590000 sec): 3 clusters
  Score: Raw -665665.905822 + Penalty 2808.612831 = -662857.292990
  nChanged 214
		SP:Iteration 16Q (10608.610000 sec): 3 clusters
  Score: Raw -665825.963010 + Penalty 2808.612831 = -663017.350179
  nChanged 192
		SP:Iteration 17Q (10608.620000 sec): 3 clusters
  Score: Raw -665973.998856 + Penalty 2808.612831 = -663165.386025
  nChanged 166
		SP:Iteration 18Q (10608.640000 sec): 3 clusters
  Score: Raw -666113.246641 + Penalty 2808.612831 = -663304.633810
  nChanged 142
		SP:Iteration 19Q (10608.650000 sec): 3 clusters
  Score: Raw -666240.268897 + Penalty 2808.612831 = -663431.656065
  nChanged 117
		SP:Iteration 20F (10608.670000 sec): 3 clusters
  Score: Raw -666333.572442 + Penalty 2808.612831 = -663524.959611
  nChanged 77
		SP:Iteration 21Q (10608.680000 sec): 3 clusters
  Score: Raw -666384.055873 + Penalty 2808.612831 = -663575.443041
  nChanged 50
		SP:Iteration 22Q (10608.690000 sec): 3 clusters
  Score: Raw -666413.813931 + Penalty 2808.612831 = -663605.201099
  nChanged 41
		SP:Iteration 23Q (10608.700000 sec): 3 clusters
  Score: Raw -666440.737060 + Penalty 2808.612831 = -663632.124229
  nChanged 31
		SP:Iteration 24Q (10608.710000 sec): 3 clusters
  Score: Raw -666463.497296 + Penalty 2808.612831 = -663654.884464
  nChanged 25
		SP:Iteration 25Q (10608.730000 sec): 3 clusters
  Score: Raw -666479.089248 + Penalty 2808.612831 = -663670.476417
  nChanged 23
		SP:Iteration 26Q (10608.740000 sec): 3 clusters
  Score: Raw -666495.283882 + Penalty 2808.612831 = -663686.671051
  nChanged 17
		SP:Iteration 27Q (10608.750000 sec): 3 clusters
  Score: Raw -666511.125963 + Penalty 2808.612831 = -663702.513131
  nChanged 20
		SP:Iteration 28Q (10608.760000 sec): 3 clusters
  Score: Raw -666523.890825 + Penalty 2808.612831 = -663715.277994
  nChanged 19
		SP:Iteration 29Q (10608.770000 sec): 3 clusters
  Score: Raw -666534.118000 + Penalty 2808.612831 = -663725.505168
  nChanged 20
		SP:Iteration 30Q (10608.790000 sec): 3 clusters
  Score: Raw -666547.013361 + Penalty 2808.612831 = -663738.400529
  nChanged 23
		SP:Iteration 31Q (10608.800000 sec): 3 clusters
  Score: Raw -666562.011156 + Penalty 2808.612831 = -663753.398324
  nChanged 11
		SP:Iteration 32Q (10608.810000 sec): 3 clusters
  Score: Raw -666569.298292 + Penalty 2808.612831 = -663760.685460
  nChanged 7
		SP:Iteration 33Q (10608.820000 sec): 3 clusters
  Score: Raw -666573.230224 + Penalty 2808.612831 = -663764.617393
  nChanged 5
		SP:Iteration 34Q (10608.830000 sec): 3 clusters
  Score: Raw -666575.580086 + Penalty 2808.612831 = -663766.967255
  nChanged 9
		SP:Iteration 35Q (10608.840000 sec): 3 clusters
  Score: Raw -666580.124996 + Penalty 2808.612831 = -663771.512165
  nChanged 8
		SP:Iteration 36Q (10608.850000 sec): 3 clusters
  Score: Raw -666584.582456 + Penalty 2808.612831 = -663775.969624
  nChanged 7
		SP:Iteration 37Q (10608.870000 sec): 3 clusters
  Score: Raw -666589.376450 + Penalty 2808.612831 = -663780.763619
  nChanged 9
		SP:Iteration 38Q (10608.880000 sec): 3 clusters
  Score: Raw -666592.462166 + Penalty 2808.612831 = -663783.849334
  nChanged 8
		SP:Iteration 39Q (10608.890000 sec): 3 clusters
  Score: Raw -666597.161834 + Penalty 2808.612831 = -663788.549002
  nChanged 5
		SP:Iteration 40F (10608.900000 sec): 3 clusters
  Score: Raw -666599.854521 + Penalty 2808.612831 = -663791.241690
  nChanged 5
		SP:Iteration 41Q (10608.910000 sec): 3 clusters
  Score: Raw -666603.680217 + Penalty 2808.612831 = -663795.067386
  nChanged 3
		SP:Iteration 42Q (10608.930000 sec): 3 clusters
  Score: Raw -666604.846867 + Penalty 2808.612831 = -663796.234036
  nChanged 5
		SP:Iteration 43Q (10608.930000 sec): 3 clusters
  Score: Raw -666607.209687 + Penalty 2808.612831 = -663798.596855
  nChanged 4
		SP:Iteration 44Q (10608.950000 sec): 3 clusters
  Score: Raw -666608.487205 + Penalty 2808.612831 = -663799.874373
  nChanged 3
		SP:Iteration 45Q (10608.960000 sec): 3 clusters
  Score: Raw -666609.902066 + Penalty 2808.612831 = -663801.289235
  nChanged 2
		SP:Iteration 46Q (10608.970000 sec): 3 clusters
  Score: Raw -666610.185153 + Penalty 2808.612831 = -663801.572321
  nChanged 1
		SP:Iteration 47Q (10608.980000 sec): 3 clusters
  Score: Raw -666611.314451 + Penalty 2808.612831 = -663802.701619
  nChanged 3
		SP:Iteration 48Q (10608.990000 sec): 3 clusters
  Score: Raw -666612.429679 + Penalty 2808.612831 = -663803.816848
  nChanged 2
		SP:Iteration 49Q (10609.000000 sec): 3 clusters
  Score: Raw -666613.747441 + Penalty 2808.612831 = -663805.134609
  nChanged 2
		SP:Iteration 50Q (10609.010000 sec): 3 clusters
  Score: Raw -666615.043610 + Penalty 2808.612831 = -663806.430778
  nChanged 1
		SP:Iteration 51Q (10609.030000 sec): 3 clusters
  Score: Raw -666615.579231 + Penalty 2808.612831 = -663806.966399
  nChanged 2
		SP:Iteration 52Q (10609.030000 sec): 3 clusters
  Score: Raw -666616.318400 + Penalty 2808.612831 = -663807.705568
  nChanged 3
		SP:Iteration 53Q (10609.050000 sec): 3 clusters
  Score: Raw -666617.488078 + Penalty 2808.612831 = -663808.875247
  nChanged 2
		SP:Iteration 54Q (10609.060000 sec): 3 clusters
  Score: Raw -666619.052734 + Penalty 2808.612831 = -663810.439903
  nChanged 3
		SP:Iteration 55Q (10609.070000 sec): 3 clusters
  Score: Raw -666620.087172 + Penalty 2808.612831 = -663811.474340
  nChanged 3
		SP:Iteration 56Q (10609.080000 sec): 3 clusters
  Score: Raw -666622.039962 + Penalty 2808.612831 = -663813.427131
  nChanged 3
		SP:Iteration 57Q (10609.090000 sec): 3 clusters
  Score: Raw -666622.683820 + Penalty 2808.612831 = -663814.070988
  nChanged 0
		SP:Iteration 58F (10609.110000 sec): 3 clusters
  Score: Raw -666622.683820 + Penalty 2808.612831 = -663814.070988
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10609.120000 sec): 2 clusters
  Score: Raw -442567.474730 + Penalty 1359.459575 = -441208.015155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10609.130000 sec): 3 clusters
  Score: Raw -440416.840259 + Penalty 2718.919150 = -437697.921109
  nChanged 1733
		SP:Iteration 1F (10609.140000 sec): 3 clusters
  Score: Raw -441860.601581 + Penalty 2718.919150 = -439141.682431
  nChanged 478
		SP:Iteration 2F (10609.150000 sec): 3 clusters
  Score: Raw -442446.556173 + Penalty 2718.919150 = -439727.637023
  nChanged 406
		SP:Iteration 3F (10609.160000 sec): 3 clusters
  Score: Raw -442917.614109 + Penalty 2718.919150 = -440198.694959
  nChanged 316
		SP:Iteration 4F (10609.180000 sec): 3 clusters
  Score: Raw -443199.219636 + Penalty 2718.919150 = -440480.300486
  nChanged 201
		SP:Iteration 5Q (10609.180000 sec): 3 clusters
  Score: Raw -443340.994691 + Penalty 2718.919150 = -440622.075541
  nChanged 133
		SP:Iteration 6Q (10609.200000 sec): 3 clusters
  Score: Raw -443420.454643 + Penalty 2718.919150 = -440701.535492
  nChanged 93
		SP:Iteration 7Q (10609.200000 sec): 3 clusters
  Score: Raw -443467.013446 + Penalty 2718.919150 = -440748.094296
  nChanged 64
		SP:Iteration 8Q (10609.220000 sec): 3 clusters
  Score: Raw -443499.286164 + Penalty 2718.919150 = -440780.367014
  nChanged 57
		SP:Iteration 9Q (10609.230000 sec): 3 clusters
  Score: Raw -443526.449444 + Penalty 2718.919150 = -440807.530294
  nChanged 36
		SP:Iteration 10Q (10609.240000 sec): 3 clusters
  Score: Raw -443540.230006 + Penalty 2718.919150 = -440821.310856
  nChanged 36
		SP:Iteration 11Q (10609.250000 sec): 3 clusters
  Score: Raw -443553.306981 + Penalty 2718.919150 = -440834.387831
  nChanged 32
		SP:Iteration 12Q (10609.260000 sec): 3 clusters
  Score: Raw -443563.735821 + Penalty 2718.919150 = -440844.816670
  nChanged 24
		SP:Iteration 13Q (10609.260000 sec): 3 clusters
  Score: Raw -443568.789408 + Penalty 2718.919150 = -440849.870258
  nChanged 15
		SP:Iteration 14Q (10609.280000 sec): 3 clusters
  Score: Raw -443573.523995 + Penalty 2718.919150 = -440854.604845
  nChanged 14
		SP:Iteration 15Q (10609.280000 sec): 3 clusters
  Score: Raw -443577.483157 + Penalty 2718.919150 = -440858.564007
  nChanged 11
		SP:Iteration 16Q (10609.300000 sec): 3 clusters
  Score: Raw -443580.221044 + Penalty 2718.919150 = -440861.301894
  nChanged 8
		SP:Iteration 17Q (10609.300000 sec): 3 clusters
  Score: Raw -443582.104869 + Penalty 2718.919150 = -440863.185719
  nChanged 3
		SP:Iteration 18Q (10609.320000 sec): 3 clusters
  Score: Raw -443583.127830 + Penalty 2718.919150 = -440864.208680
  nChanged 2
		SP:Iteration 19Q (10609.320000 sec): 3 clusters
  Score: Raw -443583.358392 + Penalty 2718.919150 = -440864.439242
  nChanged 2
		SP:Iteration 20F (10609.340000 sec): 3 clusters
  Score: Raw -443583.646112 + Penalty 2718.919150 = -440864.726962
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10609.340000 sec): 2 clusters
  Score: Raw -192445.573036 + Penalty 1211.297925 = -191234.275111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10609.350000 sec): 3 clusters
  Score: Raw -191767.490664 + Penalty 2422.595850 = -189344.894814
  nChanged 585
		SP:Iteration 1F (10609.360000 sec): 3 clusters
  Score: Raw -192153.170738 + Penalty 2422.595850 = -189730.574887
  nChanged 141
		SP:Iteration 2F (10609.360000 sec): 3 clusters
  Score: Raw -192255.734140 + Penalty 2422.595850 = -189833.138290
  nChanged 79
		SP:Iteration 3Q (10609.360000 sec): 3 clusters
  Score: Raw -192321.992348 + Penalty 2422.595850 = -189899.396497
  nChanged 68
		SP:Iteration 4Q (10609.370000 sec): 3 clusters
  Score: Raw -192393.333489 + Penalty 2422.595850 = -189970.737639
  nChanged 79
		SP:Iteration 5Q (10609.370000 sec): 3 clusters
  Score: Raw -192474.987543 + Penalty 2422.595850 = -190052.391693
  nChanged 78
		SP:Iteration 6Q (10609.380000 sec): 3 clusters
  Score: Raw -192549.555361 + Penalty 2422.595850 = -190126.959511
  nChanged 69
		SP:Iteration 7Q (10609.380000 sec): 3 clusters
  Score: Raw -192627.816842 + Penalty 2422.595850 = -190205.220992
  nChanged 73
		SP:Iteration 8Q (10609.380000 sec): 3 clusters
  Score: Raw -192711.879052 + Penalty 2422.595850 = -190289.283202
  nChanged 61
		SP:Iteration 9Q (10609.390000 sec): 3 clusters
  Score: Raw -192784.206616 + Penalty 2422.595850 = -190361.610765
  nChanged 61
		SP:Iteration 10Q (10609.390000 sec): 3 clusters
  Score: Raw -192861.728950 + Penalty 2422.595850 = -190439.133099
  nChanged 61
		SP:Iteration 11Q (10609.400000 sec): 3 clusters
  Score: Raw -192932.752285 + Penalty 2422.595850 = -190510.156434
  nChanged 47
		SP:Iteration 12Q (10609.400000 sec): 3 clusters
  Score: Raw -192972.868779 + Penalty 2422.595850 = -190550.272928
  nChanged 33
		SP:Iteration 13Q (10609.400000 sec): 3 clusters
  Score: Raw -192995.304615 + Penalty 2422.595850 = -190572.708765
  nChanged 20
		SP:Iteration 14Q (10609.410000 sec): 3 clusters
  Score: Raw -193006.675109 + Penalty 2422.595850 = -190584.079258
  nChanged 8
		SP:Iteration 15Q (10609.410000 sec): 3 clusters
  Score: Raw -193010.519076 + Penalty 2422.595850 = -190587.923226
  nChanged 10
		SP:Iteration 16Q (10609.420000 sec): 3 clusters
  Score: Raw -193017.570724 + Penalty 2422.595850 = -190594.974874
  nChanged 5
		SP:Iteration 17Q (10609.420000 sec): 3 clusters
  Score: Raw -193022.796645 + Penalty 2422.595850 = -190600.200795
  nChanged 5
		SP:Iteration 18Q (10609.420000 sec): 3 clusters
  Score: Raw -193027.318676 + Penalty 2422.595850 = -190604.722825
  nChanged 6
		SP:Iteration 19Q (10609.430000 sec): 3 clusters
  Score: Raw -193031.598916 + Penalty 2422.595850 = -190609.003066
  nChanged 4
		SP:Iteration 20F (10609.440000 sec): 3 clusters
  Score: Raw -193033.508594 + Penalty 2422.595850 = -190610.912743
  nChanged 3
		SP:Iteration 21Q (10609.440000 sec): 3 clusters
  Score: Raw -193035.692851 + Penalty 2422.595850 = -190613.097001
  nChanged 3
		SP:Iteration 22Q (10609.440000 sec): 3 clusters
  Score: Raw -193038.115848 + Penalty 2422.595850 = -190615.519998
  nChanged 1
		SP:Iteration 23Q (10609.450000 sec): 3 clusters
  Score: Raw -193039.225499 + Penalty 2422.595850 = -190616.629648
  nChanged 3
		SP:Iteration 24Q (10609.450000 sec): 3 clusters
  Score: Raw -193040.913696 + Penalty 2422.595850 = -190618.317845
  nChanged 2
		SP:Iteration 25Q (10609.460000 sec): 3 clusters
  Score: Raw -193043.402684 + Penalty 2422.595850 = -190620.806834
  nChanged 5
		SP:Iteration 26Q (10609.460000 sec): 3 clusters
  Score: Raw -193045.860373 + Penalty 2422.595850 = -190623.264523
  nChanged 3
		SP:Iteration 27Q (10609.460000 sec): 3 clusters
  Score: Raw -193048.346915 + Penalty 2422.595850 = -190625.751064
  nChanged 3
		SP:Iteration 28Q (10609.470000 sec): 3 clusters
  Score: Raw -193049.746674 + Penalty 2422.595850 = -190627.150824
  nChanged 1
		SP:Iteration 29Q (10609.470000 sec): 3 clusters
  Score: Raw -193050.265395 + Penalty 2422.595850 = -190627.669545
  nChanged 2
		SP:Iteration 30Q (10609.480000 sec): 3 clusters
  Score: Raw -193051.203187 + Penalty 2422.595850 = -190628.607336
  nChanged 0
		SP:Iteration 31F (10609.480000 sec): 3 clusters
  Score: Raw -193051.203187 + Penalty 2422.595850 = -190628.607336
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10609.500000 sec): 2 clusters
  Score: Raw -497319.481713 + Penalty 1366.597484 = -495952.884228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10609.510000 sec): 3 clusters
  Score: Raw -495029.385386 + Penalty 2733.194969 = -492296.190417
  nChanged 1783
		SP:Iteration 1F (10609.520000 sec): 3 clusters
  Score: Raw -496131.121227 + Penalty 2733.194969 = -493397.926259
  nChanged 384
		SP:Iteration 2F (10609.530000 sec): 3 clusters
  Score: Raw -496393.915482 + Penalty 2733.194969 = -493660.720513
  nChanged 296
		SP:Iteration 3F (10609.540000 sec): 3 clusters
  Score: Raw -496618.344332 + Penalty 2733.194969 = -493885.149363
  nChanged 289
		SP:Iteration 4F (10609.550000 sec): 3 clusters
  Score: Raw -496858.826003 + Penalty 2733.194969 = -494125.631034
  nChanged 282
		SP:Iteration 5F (10609.560000 sec): 3 clusters
  Score: Raw -497115.589668 + Penalty 2733.194969 = -494382.394699
  nChanged 282
		SP:Iteration 6F (10609.580000 sec): 3 clusters
  Score: Raw -497341.814492 + Penalty 2733.194969 = -494608.619523
  nChanged 194
		SP:Iteration 7Q (10609.590000 sec): 3 clusters
  Score: Raw -497468.422699 + Penalty 2733.194969 = -494735.227730
  nChanged 130
		SP:Iteration 8Q (10609.600000 sec): 3 clusters
  Score: Raw -497542.900856 + Penalty 2733.194969 = -494809.705887
  nChanged 101
		SP:Iteration 9Q (10609.610000 sec): 3 clusters
  Score: Raw -497593.592626 + Penalty 2733.194969 = -494860.397657
  nChanged 70
		SP:Iteration 10Q (10609.620000 sec): 3 clusters
  Score: Raw -497624.499132 + Penalty 2733.194969 = -494891.304163
  nChanged 61
		SP:Iteration 11Q (10609.630000 sec): 3 clusters
  Score: Raw -497657.504166 + Penalty 2733.194969 = -494924.309197
  nChanged 55
		SP:Iteration 12Q (10609.640000 sec): 3 clusters
  Score: Raw -497685.463035 + Penalty 2733.194969 = -494952.268067
  nChanged 31
		SP:Iteration 13Q (10609.660000 sec): 3 clusters
  Score: Raw -497699.286673 + Penalty 2733.194969 = -494966.091704
  nChanged 21
		SP:Iteration 14Q (10609.670000 sec): 3 clusters
  Score: Raw -497709.609543 + Penalty 2733.194969 = -494976.414574
  nChanged 27
		SP:Iteration 15Q (10609.680000 sec): 3 clusters
  Score: Raw -497721.207700 + Penalty 2733.194969 = -494988.012731
  nChanged 17
		SP:Iteration 16Q (10609.690000 sec): 3 clusters
  Score: Raw -497727.696439 + Penalty 2733.194969 = -494994.501470
  nChanged 18
		SP:Iteration 17Q (10609.700000 sec): 3 clusters
  Score: Raw -497734.968563 + Penalty 2733.194969 = -495001.773595
  nChanged 17
		SP:Iteration 18Q (10609.710000 sec): 3 clusters
  Score: Raw -497742.600978 + Penalty 2733.194969 = -495009.406009
  nChanged 11
		SP:Iteration 19Q (10609.720000 sec): 3 clusters
  Score: Raw -497748.027012 + Penalty 2733.194969 = -495014.832043
  nChanged 9
		SP:Iteration 20F (10609.740000 sec): 3 clusters
  Score: Raw -497751.702562 + Penalty 2733.194969 = -495018.507593
  nChanged 6
		SP:Iteration 21Q (10609.750000 sec): 3 clusters
  Score: Raw -497754.078370 + Penalty 2733.194969 = -495020.883401
  nChanged 5
		SP:Iteration 22Q (10609.760000 sec): 3 clusters
  Score: Raw -497755.734564 + Penalty 2733.194969 = -495022.539595
  nChanged 1
		SP:Iteration 23Q (10609.770000 sec): 3 clusters
  Score: Raw -497756.408215 + Penalty 2733.194969 = -495023.213247
  nChanged 3
		SP:Iteration 24Q (10609.780000 sec): 3 clusters
  Score: Raw -497757.718034 + Penalty 2733.194969 = -495024.523066
  nChanged 4
		SP:Iteration 25Q (10609.790000 sec): 3 clusters
  Score: Raw -497759.146402 + Penalty 2733.194969 = -495025.951434
  nChanged 5
		SP:Iteration 26Q (10609.800000 sec): 3 clusters
  Score: Raw -497760.788996 + Penalty 2733.194969 = -495027.594027
  nChanged 5
		SP:Iteration 27Q (10609.820000 sec): 3 clusters
  Score: Raw -497761.825724 + Penalty 2733.194969 = -495028.630756
  nChanged 4
		SP:Iteration 28Q (10609.830000 sec): 3 clusters
  Score: Raw -497763.551685 + Penalty 2733.194969 = -495030.356717
  nChanged 6
		SP:Iteration 29Q (10609.840000 sec): 3 clusters
  Score: Raw -497766.668969 + Penalty 2733.194969 = -495033.474000
  nChanged 5
		SP:Iteration 30Q (10609.850000 sec): 3 clusters
  Score: Raw -497767.686865 + Penalty 2733.194969 = -495034.491896
  nChanged 4
		SP:Iteration 31Q (10609.860000 sec): 3 clusters
  Score: Raw -497768.657568 + Penalty 2733.194969 = -495035.462599
  nChanged 2
		SP:Iteration 32Q (10609.870000 sec): 3 clusters
  Score: Raw -497769.427451 + Penalty 2733.194969 = -495036.232482
  nChanged 2
		SP:Iteration 33Q (10609.880000 sec): 3 clusters
  Score: Raw -497770.052549 + Penalty 2733.194969 = -495036.857581
  nChanged 1
		SP:Iteration 34Q (10609.900000 sec): 3 clusters
  Score: Raw -497770.228330 + Penalty 2733.194969 = -495037.033362
  nChanged 1
		SP:Iteration 35Q (10609.910000 sec): 3 clusters
  Score: Raw -497770.749569 + Penalty 2733.194969 = -495037.554600
  nChanged 1
		SP:Iteration 36Q (10609.920000 sec): 3 clusters
  Score: Raw -497771.046042 + Penalty 2733.194969 = -495037.851073
  nChanged 0
		SP:Iteration 37F (10609.930000 sec): 3 clusters
  Score: Raw -497771.046042 + Penalty 2733.194969 = -495037.851073
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10609.990000 sec): 2 clusters
  Score: Raw -2144873.009131 + Penalty 1591.680244 = -2143281.328887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10610.040000 sec): 3 clusters
  Score: Raw -2134119.646032 + Penalty 3183.360487 = -2130936.285544
  nChanged 8068
		SP:Iteration 1F (10610.080000 sec): 3 clusters
  Score: Raw -2138443.008738 + Penalty 3183.360487 = -2135259.648250
  nChanged 939
		SP:Iteration 2F (10610.130000 sec): 3 clusters
  Score: Raw -2138818.694096 + Penalty 3183.360487 = -2135635.333609
  nChanged 893
		SP:Iteration 3Q (10610.180000 sec): 3 clusters
  Score: Raw -2139191.030067 + Penalty 3183.360487 = -2136007.669580
  nChanged 925
		SP:Iteration 4F (10610.230000 sec): 3 clusters
  Score: Raw -2139636.257785 + Penalty 3183.360487 = -2136452.897298
  nChanged 984
		SP:Iteration 5F (10610.280000 sec): 3 clusters
  Score: Raw -2140165.431585 + Penalty 3183.360487 = -2136982.071098
  nChanged 1086
		SP:Iteration 6F (10610.320000 sec): 3 clusters
  Score: Raw -2140876.897541 + Penalty 3183.360487 = -2137693.537053
  nChanged 1125
		SP:Iteration 7F (10610.370000 sec): 3 clusters
  Score: Raw -2141737.098089 + Penalty 3183.360487 = -2138553.737601
  nChanged 1044
		SP:Iteration 8F (10610.420000 sec): 3 clusters
  Score: Raw -2142637.417584 + Penalty 3183.360487 = -2139454.057097
  nChanged 846
		SP:Iteration 9Q (10610.460000 sec): 3 clusters
  Score: Raw -2143372.511835 + Penalty 3183.360487 = -2140189.151348
  nChanged 601
		SP:Iteration 10Q (10610.510000 sec): 3 clusters
  Score: Raw -2143921.030162 + Penalty 3183.360487 = -2140737.669674
  nChanged 403
		SP:Iteration 11Q (10610.550000 sec): 3 clusters
  Score: Raw -2144284.865453 + Penalty 3183.360487 = -2141101.504966
  nChanged 263
		SP:Iteration 12Q (10610.590000 sec): 3 clusters
  Score: Raw -2144514.489161 + Penalty 3183.360487 = -2141331.128673
  nChanged 181
		SP:Iteration 13Q (10610.630000 sec): 3 clusters
  Score: Raw -2144651.592166 + Penalty 3183.360487 = -2141468.231678
  nChanged 121
		SP:Iteration 14Q (10610.670000 sec): 3 clusters
  Score: Raw -2144742.321079 + Penalty 3183.360487 = -2141558.960592
  nChanged 102
		SP:Iteration 15Q (10610.700000 sec): 3 clusters
  Score: Raw -2144813.816303 + Penalty 3183.360487 = -2141630.455816
  nChanged 82
		SP:Iteration 16Q (10610.740000 sec): 3 clusters
  Score: Raw -2144865.404924 + Penalty 3183.360487 = -2141682.044437
  nChanged 54
		SP:Iteration 17Q (10610.780000 sec): 3 clusters
  Score: Raw -2144905.786710 + Penalty 3183.360487 = -2141722.426223
  nChanged 56
		SP:Iteration 18Q (10610.810000 sec): 3 clusters
  Score: Raw -2144941.912966 + Penalty 3183.360487 = -2141758.552478
  nChanged 47
		SP:Iteration 19Q (10610.850000 sec): 3 clusters
  Score: Raw -2144969.710275 + Penalty 3183.360487 = -2141786.349788
  nChanged 35
		SP:Iteration 20F (10610.900000 sec): 3 clusters
  Score: Raw -2144994.095085 + Penalty 3183.360487 = -2141810.734598
  nChanged 31
		SP:Iteration 21Q (10610.930000 sec): 3 clusters
  Score: Raw -2145015.616535 + Penalty 3183.360487 = -2141832.256048
  nChanged 26
		SP:Iteration 22Q (10610.960000 sec): 3 clusters
  Score: Raw -2145035.542547 + Penalty 3183.360487 = -2141852.182060
  nChanged 27
		SP:Iteration 23Q (10611.000000 sec): 3 clusters
  Score: Raw -2145059.978970 + Penalty 3183.360487 = -2141876.618483
  nChanged 13
		SP:Iteration 24Q (10611.030000 sec): 3 clusters
  Score: Raw -2145067.285691 + Penalty 3183.360487 = -2141883.925203
  nChanged 7
		SP:Iteration 25Q (10611.070000 sec): 3 clusters
  Score: Raw -2145071.181407 + Penalty 3183.360487 = -2141887.820920
  nChanged 5
		SP:Iteration 26Q (10611.100000 sec): 3 clusters
  Score: Raw -2145073.066178 + Penalty 3183.360487 = -2141889.705691
  nChanged 5
		SP:Iteration 27Q (10611.140000 sec): 3 clusters
  Score: Raw -2145075.456876 + Penalty 3183.360487 = -2141892.096389
  nChanged 5
		SP:Iteration 28Q (10611.170000 sec): 3 clusters
  Score: Raw -2145079.685542 + Penalty 3183.360487 = -2141896.325055
  nChanged 4
		SP:Iteration 29Q (10611.200000 sec): 3 clusters
  Score: Raw -2145081.448630 + Penalty 3183.360487 = -2141898.088142
  nChanged 4
		SP:Iteration 30Q (10611.240000 sec): 3 clusters
  Score: Raw -2145083.380799 + Penalty 3183.360487 = -2141900.020312
  nChanged 2
		SP:Iteration 31Q (10611.270000 sec): 3 clusters
  Score: Raw -2145083.925118 + Penalty 3183.360487 = -2141900.564630
  nChanged 0
		SP:Iteration 32F (10611.320000 sec): 3 clusters
  Score: Raw -2145083.925118 + Penalty 3183.360487 = -2141900.564630
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (19083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10611.380000 sec): 2 clusters
  Score: Raw -2270573.392405 + Penalty 1601.689889 = -2268971.702515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10611.430000 sec): 3 clusters
  Score: Raw -2259073.022789 + Penalty 3203.379779 = -2255869.643010
  nChanged 8568
		SP:Iteration 1F (10611.480000 sec): 3 clusters
  Score: Raw -2263781.684837 + Penalty 3203.379779 = -2260578.305058
  nChanged 1103
		SP:Iteration 2F (10611.530000 sec): 3 clusters
  Score: Raw -2264245.217389 + Penalty 3203.379779 = -2261041.837610
  nChanged 998
		SP:Iteration 3F (10611.580000 sec): 3 clusters
  Score: Raw -2264694.382187 + Penalty 3203.379779 = -2261491.002409
  nChanged 966
		SP:Iteration 4F (10611.630000 sec): 3 clusters
  Score: Raw -2265151.693180 + Penalty 3203.379779 = -2261948.313401
  nChanged 937
		SP:Iteration 5Q (10611.680000 sec): 3 clusters
  Score: Raw -2265666.137369 + Penalty 3203.379779 = -2262462.757591
  nChanged 943
		SP:Iteration 6Q (10611.740000 sec): 3 clusters
  Score: Raw -2266177.250732 + Penalty 3203.379779 = -2262973.870953
  nChanged 903
		SP:Iteration 7Q (10611.790000 sec): 3 clusters
  Score: Raw -2266669.719936 + Penalty 3203.379779 = -2263466.340157
  nChanged 872
		SP:Iteration 8Q (10611.840000 sec): 3 clusters
  Score: Raw -2267106.715195 + Penalty 3203.379779 = -2263903.335416
  nChanged 773
		SP:Iteration 9Q (10611.890000 sec): 3 clusters
  Score: Raw -2267459.076314 + Penalty 3203.379779 = -2264255.696535
  nChanged 676
		SP:Iteration 10Q (10611.940000 sec): 3 clusters
  Score: Raw -2267747.011444 + Penalty 3203.379779 = -2264543.631666
  nChanged 549
		SP:Iteration 11Q (10611.990000 sec): 3 clusters
  Score: Raw -2267968.198572 + Penalty 3203.379779 = -2264764.818794
  nChanged 488
		SP:Iteration 12Q (10612.040000 sec): 3 clusters
  Score: Raw -2268151.596481 + Penalty 3203.379779 = -2264948.216703
  nChanged 423
		SP:Iteration 13Q (10612.100000 sec): 3 clusters
  Score: Raw -2268279.156568 + Penalty 3203.379779 = -2265075.776789
  nChanged 347
		SP:Iteration 14Q (10612.140000 sec): 3 clusters
  Score: Raw -2268381.447774 + Penalty 3203.379779 = -2265178.067996
  nChanged 316
		SP:Iteration 15Q (10612.190000 sec): 3 clusters
  Score: Raw -2268476.666028 + Penalty 3203.379779 = -2265273.286249
  nChanged 298
		SP:Iteration 16Q (10612.240000 sec): 3 clusters
  Score: Raw -2268559.321356 + Penalty 3203.379779 = -2265355.941577
  nChanged 278
		SP:Iteration 17Q (10612.290000 sec): 3 clusters
  Score: Raw -2268638.414232 + Penalty 3203.379779 = -2265435.034454
  nChanged 237
		SP:Iteration 18Q (10612.340000 sec): 3 clusters
  Score: Raw -2268705.298693 + Penalty 3203.379779 = -2265501.918914
  nChanged 247
		SP:Iteration 19Q (10612.390000 sec): 3 clusters
  Score: Raw -2268783.711944 + Penalty 3203.379779 = -2265580.332165
  nChanged 263
		SP:Iteration 20F (10612.440000 sec): 3 clusters
  Score: Raw -2268878.980632 + Penalty 3203.379779 = -2265675.600853
  nChanged 306
		SP:Iteration 21Q (10612.480000 sec): 3 clusters
  Score: Raw -2268996.028034 + Penalty 3203.379779 = -2265792.648255
  nChanged 304
		SP:Iteration 22Q (10612.530000 sec): 3 clusters
  Score: Raw -2269115.158060 + Penalty 3203.379779 = -2265911.778281
  nChanged 292
		SP:Iteration 23Q (10612.580000 sec): 3 clusters
  Score: Raw -2269240.083041 + Penalty 3203.379779 = -2266036.703262
  nChanged 304
		SP:Iteration 24Q (10612.630000 sec): 3 clusters
  Score: Raw -2269387.683613 + Penalty 3203.379779 = -2266184.303835
  nChanged 300
		SP:Iteration 25Q (10612.670000 sec): 3 clusters
  Score: Raw -2269537.220256 + Penalty 3203.379779 = -2266333.840477
  nChanged 301
		SP:Iteration 26Q (10612.720000 sec): 3 clusters
  Score: Raw -2269697.652400 + Penalty 3203.379779 = -2266494.272621
  nChanged 278
		SP:Iteration 27Q (10612.760000 sec): 3 clusters
  Score: Raw -2269847.723265 + Penalty 3203.379779 = -2266644.343486
  nChanged 257
		SP:Iteration 28Q (10612.800000 sec): 3 clusters
  Score: Raw -2269977.657403 + Penalty 3203.379779 = -2266774.277624
  nChanged 239
		SP:Iteration 29Q (10612.840000 sec): 3 clusters
  Score: Raw -2270110.635395 + Penalty 3203.379779 = -2266907.255616
  nChanged 214
		SP:Iteration 30Q (10612.880000 sec): 3 clusters
  Score: Raw -2270218.661071 + Penalty 3203.379779 = -2267015.281292
  nChanged 169
		SP:Iteration 31Q (10612.920000 sec): 3 clusters
  Score: Raw -2270310.831809 + Penalty 3203.379779 = -2267107.452030
  nChanged 159
		SP:Iteration 32Q (10612.960000 sec): 3 clusters
  Score: Raw -2270389.285160 + Penalty 3203.379779 = -2267185.905381
  nChanged 122
		SP:Iteration 33Q (10613.000000 sec): 3 clusters
  Score: Raw -2270449.578017 + Penalty 3203.379779 = -2267246.198238
  nChanged 105
		SP:Iteration 34Q (10613.040000 sec): 3 clusters
  Score: Raw -2270505.024712 + Penalty 3203.379779 = -2267301.644934
  nChanged 85
		SP:Iteration 35Q (10613.080000 sec): 3 clusters
  Score: Raw -2270546.290008 + Penalty 3203.379779 = -2267342.910229
  nChanged 67
		SP:Iteration 36Q (10613.110000 sec): 3 clusters
  Score: Raw -2270580.708174 + Penalty 3203.379779 = -2267377.328396
  nChanged 66
		SP:Iteration 37Q (10613.150000 sec): 3 clusters
  Score: Raw -2270610.572182 + Penalty 3203.379779 = -2267407.192403
  nChanged 53
		SP:Iteration 38Q (10613.190000 sec): 3 clusters
  Score: Raw -2270629.907571 + Penalty 3203.379779 = -2267426.527792
  nChanged 40
		SP:Iteration 39Q (10613.220000 sec): 3 clusters
  Score: Raw -2270647.169251 + Penalty 3203.379779 = -2267443.789472
  nChanged 39
		SP:Iteration 40F (10613.270000 sec): 3 clusters
  Score: Raw -2270665.181257 + Penalty 3203.379779 = -2267461.801478
  nChanged 44
		SP:Iteration 41Q (10613.310000 sec): 3 clusters
  Score: Raw -2270682.349508 + Penalty 3203.379779 = -2267478.969729
  nChanged 36
		SP:Iteration 42Q (10613.340000 sec): 3 clusters
  Score: Raw -2270698.157829 + Penalty 3203.379779 = -2267494.778050
  nChanged 25
		SP:Iteration 43Q (10613.380000 sec): 3 clusters
  Score: Raw -2270709.676037 + Penalty 3203.379779 = -2267506.296258
  nChanged 25
		SP:Iteration 44Q (10613.420000 sec): 3 clusters
  Score: Raw -2270721.482750 + Penalty 3203.379779 = -2267518.102971
  nChanged 24
		SP:Iteration 45Q (10613.450000 sec): 3 clusters
  Score: Raw -2270731.161730 + Penalty 3203.379779 = -2267527.781951
  nChanged 25
		SP:Iteration 46Q (10613.490000 sec): 3 clusters
  Score: Raw -2270738.679648 + Penalty 3203.379779 = -2267535.299870
  nChanged 18
		SP:Iteration 47Q (10613.520000 sec): 3 clusters
  Score: Raw -2270747.480039 + Penalty 3203.379779 = -2267544.100261
  nChanged 17
		SP:Iteration 48Q (10613.560000 sec): 3 clusters
  Score: Raw -2270752.992418 + Penalty 3203.379779 = -2267549.612640
  nChanged 15
		SP:Iteration 49Q (10613.600000 sec): 3 clusters
  Score: Raw -2270758.085828 + Penalty 3203.379779 = -2267554.706049
  nChanged 12
		SP:Iteration 50Q (10613.630000 sec): 3 clusters
  Score: Raw -2270763.845517 + Penalty 3203.379779 = -2267560.465738
  nChanged 21
		SP:Iteration 51Q (10613.670000 sec): 3 clusters
  Score: Raw -2270770.794819 + Penalty 3203.379779 = -2267567.415040
  nChanged 11
		SP:Iteration 52Q (10613.700000 sec): 3 clusters
  Score: Raw -2270774.091034 + Penalty 3203.379779 = -2267570.711255
  nChanged 9
		SP:Iteration 53Q (10613.740000 sec): 3 clusters
  Score: Raw -2270777.623532 + Penalty 3203.379779 = -2267574.243753
  nChanged 10
		SP:Iteration 54Q (10613.780000 sec): 3 clusters
  Score: Raw -2270780.256967 + Penalty 3203.379779 = -2267576.877188
  nChanged 4
		SP:Iteration 55Q (10613.810000 sec): 3 clusters
  Score: Raw -2270781.857244 + Penalty 3203.379779 = -2267578.477465
  nChanged 7
		SP:Iteration 56Q (10613.850000 sec): 3 clusters
  Score: Raw -2270784.070591 + Penalty 3203.379779 = -2267580.690812
  nChanged 2
		SP:Iteration 57Q (10613.880000 sec): 3 clusters
  Score: Raw -2270784.325248 + Penalty 3203.379779 = -2267580.945469
  nChanged 0
		SP:Iteration 58F (10613.930000 sec): 3 clusters
  Score: Raw -2270784.325248 + Penalty 3203.379779 = -2267580.945469
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10614.140000 sec): 2 clusters
  Score: Raw -7966921.166256 + Penalty 1808.211298 = -7965112.954958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10614.320000 sec): 3 clusters
  Score: Raw -7923385.236908 + Penalty 3616.422596 = -7919768.814311
  nChanged 32127
		SP:Iteration 1F (10614.500000 sec): 3 clusters
  Score: Raw -7941812.015060 + Penalty 3616.422596 = -7938195.592463
  nChanged 3034
		SP:Iteration 2Q (10614.690000 sec): 3 clusters
  Score: Raw -7943038.131837 + Penalty 3616.422596 = -7939421.709241
  nChanged 3725
		SP:Iteration 3F (10614.870000 sec): 3 clusters
  Score: Raw -7945038.786146 + Penalty 3616.422596 = -7941422.363550
  nChanged 4675
		SP:Iteration 4F (10615.050000 sec): 3 clusters
  Score: Raw -7948491.293039 + Penalty 3616.422596 = -7944874.870443
  nChanged 5544
		SP:Iteration 5F (10615.230000 sec): 3 clusters
  Score: Raw -7953291.160657 + Penalty 3616.422596 = -7949674.738060
  nChanged 5266
		SP:Iteration 6F (10615.410000 sec): 3 clusters
  Score: Raw -7958269.583094 + Penalty 3616.422596 = -7954653.160497
  nChanged 4029
		SP:Iteration 7F (10615.590000 sec): 3 clusters
  Score: Raw -7962237.678238 + Penalty 3616.422596 = -7958621.255642
  nChanged 2586
		SP:Iteration 8Q (10615.760000 sec): 3 clusters
  Score: Raw -7965066.810506 + Penalty 3616.422596 = -7961450.387910
  nChanged 1579
		SP:Iteration 9Q (10615.930000 sec): 3 clusters
  Score: Raw -7966884.457614 + Penalty 3616.422596 = -7963268.035018
  nChanged 1111
		SP:Iteration 10Q (10616.080000 sec): 3 clusters
  Score: Raw -7967653.633636 + Penalty 3616.422596 = -7964037.211040
  nChanged 757
		SP:Iteration 11Q (10616.230000 sec): 3 clusters
  Score: Raw -7967931.610329 + Penalty 3616.422596 = -7964315.187733
  nChanged 463
		SP:Iteration 12Q (10616.370000 sec): 3 clusters
  Score: Raw -7968043.493308 + Penalty 3616.422596 = -7964427.070712
  nChanged 317
		SP:Iteration 13Q (10616.520000 sec): 3 clusters
  Score: Raw -7968104.700486 + Penalty 3616.422596 = -7964488.277890
  nChanged 240
		SP:Iteration 14Q (10616.660000 sec): 3 clusters
  Score: Raw -7968142.875740 + Penalty 3616.422596 = -7964526.453144
  nChanged 173
		SP:Iteration 15Q (10616.810000 sec): 3 clusters
  Score: Raw -7968166.368082 + Penalty 3616.422596 = -7964549.945486
  nChanged 139
		SP:Iteration 16Q (10616.950000 sec): 3 clusters
  Score: Raw -7968182.617649 + Penalty 3616.422596 = -7964566.195052
  nChanged 108
		SP:Iteration 17Q (10617.100000 sec): 3 clusters
  Score: Raw -7968196.190473 + Penalty 3616.422596 = -7964579.767877
  nChanged 100
		SP:Iteration 18Q (10617.240000 sec): 3 clusters
  Score: Raw -7968207.026023 + Penalty 3616.422596 = -7964590.603427
  nChanged 86
		SP:Iteration 19Q (10617.380000 sec): 3 clusters
  Score: Raw -7968215.141908 + Penalty 3616.422596 = -7964598.719311
  nChanged 71
		SP:Iteration 20F (10617.570000 sec): 3 clusters
  Score: Raw -7968221.150897 + Penalty 3616.422596 = -7964604.728301
  nChanged 57
		SP:Iteration 21Q (10617.710000 sec): 3 clusters
  Score: Raw -7968225.045636 + Penalty 3616.422596 = -7964608.623040
  nChanged 50
		SP:Iteration 22Q (10617.870000 sec): 3 clusters
  Score: Raw -7968228.596878 + Penalty 3616.422596 = -7964612.174281
  nChanged 48
		SP:Iteration 23Q (10618.010000 sec): 3 clusters
  Score: Raw -7968232.406610 + Penalty 3616.422596 = -7964615.984014
  nChanged 49
		SP:Iteration 24Q (10618.160000 sec): 3 clusters
  Score: Raw -7968236.274154 + Penalty 3616.422596 = -7964619.851558
  nChanged 56
		SP:Iteration 25Q (10618.310000 sec): 3 clusters
  Score: Raw -7968240.789738 + Penalty 3616.422596 = -7964624.367141
  nChanged 53
		SP:Iteration 26Q (10618.450000 sec): 3 clusters
  Score: Raw -7968244.878279 + Penalty 3616.422596 = -7964628.455683
  nChanged 57
		SP:Iteration 27Q (10618.590000 sec): 3 clusters
  Score: Raw -7968249.307922 + Penalty 3616.422596 = -7964632.885326
  nChanged 44
		SP:Iteration 28Q (10618.740000 sec): 3 clusters
  Score: Raw -7968252.342098 + Penalty 3616.422596 = -7964635.919502
  nChanged 49
		SP:Iteration 29Q (10618.880000 sec): 3 clusters
  Score: Raw -7968256.202411 + Penalty 3616.422596 = -7964639.779815
  nChanged 58
		SP:Iteration 30Q (10619.030000 sec): 3 clusters
  Score: Raw -7968260.966171 + Penalty 3616.422596 = -7964644.543575
  nChanged 62
		SP:Iteration 31Q (10619.170000 sec): 3 clusters
  Score: Raw -7968266.697469 + Penalty 3616.422596 = -7964650.274873
  nChanged 59
		SP:Iteration 32Q (10619.310000 sec): 3 clusters
  Score: Raw -7968271.790286 + Penalty 3616.422596 = -7964655.367690
  nChanged 65
		SP:Iteration 33Q (10619.460000 sec): 3 clusters
  Score: Raw -7968276.652350 + Penalty 3616.422596 = -7964660.229754
  nChanged 62
		SP:Iteration 34Q (10619.600000 sec): 3 clusters
  Score: Raw -7968281.448268 + Penalty 3616.422596 = -7964665.025672
  nChanged 61
		SP:Iteration 35Q (10619.750000 sec): 3 clusters
  Score: Raw -7968286.549056 + Penalty 3616.422596 = -7964670.126460
  nChanged 53
		SP:Iteration 36Q (10619.890000 sec): 3 clusters
  Score: Raw -7968290.673707 + Penalty 3616.422596 = -7964674.251111
  nChanged 48
		SP:Iteration 37Q (10620.030000 sec): 3 clusters
  Score: Raw -7968294.723788 + Penalty 3616.422596 = -7964678.301192
  nChanged 46
		SP:Iteration 38Q (10620.180000 sec): 3 clusters
  Score: Raw -7968298.666569 + Penalty 3616.422596 = -7964682.243973
  nChanged 48
		SP:Iteration 39Q (10620.320000 sec): 3 clusters
  Score: Raw -7968303.392214 + Penalty 3616.422596 = -7964686.969618
  nChanged 50
		SP:Iteration 40F (10620.500000 sec): 3 clusters
  Score: Raw -7968307.268217 + Penalty 3616.422596 = -7964690.845621
  nChanged 52
		SP:Iteration 41Q (10620.650000 sec): 3 clusters
  Score: Raw -7968311.282179 + Penalty 3616.422596 = -7964694.859583
  nChanged 64
		SP:Iteration 42Q (10620.790000 sec): 3 clusters
  Score: Raw -7968316.964737 + Penalty 3616.422596 = -7964700.542141
  nChanged 71
		SP:Iteration 43Q (10620.940000 sec): 3 clusters
  Score: Raw -7968324.632096 + Penalty 3616.422596 = -7964708.209500
  nChanged 78
		SP:Iteration 44Q (10621.090000 sec): 3 clusters
  Score: Raw -7968332.148535 + Penalty 3616.422596 = -7964715.725939
  nChanged 77
		SP:Iteration 45Q (10621.230000 sec): 3 clusters
  Score: Raw -7968338.233683 + Penalty 3616.422596 = -7964721.811087
  nChanged 68
		SP:Iteration 46Q (10621.380000 sec): 3 clusters
  Score: Raw -7968343.856865 + Penalty 3616.422596 = -7964727.434269
  nChanged 67
		SP:Iteration 47Q (10621.520000 sec): 3 clusters
  Score: Raw -7968349.388964 + Penalty 3616.422596 = -7964732.966367
  nChanged 76
		SP:Iteration 48Q (10621.670000 sec): 3 clusters
  Score: Raw -7968356.640321 + Penalty 3616.422596 = -7964740.217725
  nChanged 83
		SP:Iteration 49Q (10621.820000 sec): 3 clusters
  Score: Raw -7968364.247484 + Penalty 3616.422596 = -7964747.824888
  nChanged 79
		SP:Iteration 50Q (10621.970000 sec): 3 clusters
  Score: Raw -7968371.348055 + Penalty 3616.422596 = -7964754.925459
  nChanged 70
		SP:Iteration 51Q (10622.110000 sec): 3 clusters
  Score: Raw -7968377.624880 + Penalty 3616.422596 = -7964761.202283
  nChanged 72
		SP:Iteration 52Q (10622.260000 sec): 3 clusters
  Score: Raw -7968383.316712 + Penalty 3616.422596 = -7964766.894116
  nChanged 75
		SP:Iteration 53Q (10622.410000 sec): 3 clusters
  Score: Raw -7968388.538880 + Penalty 3616.422596 = -7964772.116283
  nChanged 76
		SP:Iteration 54Q (10622.550000 sec): 3 clusters
  Score: Raw -7968394.578893 + Penalty 3616.422596 = -7964778.156297
  nChanged 69
		SP:Iteration 55Q (10622.700000 sec): 3 clusters
  Score: Raw -7968399.852448 + Penalty 3616.422596 = -7964783.429851
  nChanged 58
		SP:Iteration 56Q (10622.850000 sec): 3 clusters
  Score: Raw -7968403.818789 + Penalty 3616.422596 = -7964787.396193
  nChanged 65
		SP:Iteration 57Q (10622.990000 sec): 3 clusters
  Score: Raw -7968408.188072 + Penalty 3616.422596 = -7964791.765476
  nChanged 64
		SP:Iteration 58Q (10623.140000 sec): 3 clusters
  Score: Raw -7968412.387199 + Penalty 3616.422596 = -7964795.964603
  nChanged 63
		SP:Iteration 59Q (10623.290000 sec): 3 clusters
  Score: Raw -7968416.611163 + Penalty 3616.422596 = -7964800.188566
  nChanged 46
		SP:Iteration 60F (10623.470000 sec): 3 clusters
  Score: Raw -7968419.404239 + Penalty 3616.422596 = -7964802.981642
  nChanged 48
		SP:Iteration 61Q (10623.610000 sec): 3 clusters
  Score: Raw -7968422.010922 + Penalty 3616.422596 = -7964805.588325
  nChanged 43
		SP:Iteration 62Q (10623.760000 sec): 3 clusters
  Score: Raw -7968424.240486 + Penalty 3616.422596 = -7964807.817890
  nChanged 35
		SP:Iteration 63Q (10623.910000 sec): 3 clusters
  Score: Raw -7968425.944611 + Penalty 3616.422596 = -7964809.522015
  nChanged 34
		SP:Iteration 64Q (10624.060000 sec): 3 clusters
  Score: Raw -7968427.535946 + Penalty 3616.422596 = -7964811.113350
  nChanged 34
		SP:Iteration 65Q (10624.210000 sec): 3 clusters
  Score: Raw -7968429.204670 + Penalty 3616.422596 = -7964812.782074
  nChanged 36
		SP:Iteration 66Q (10624.360000 sec): 3 clusters
  Score: Raw -7968431.630295 + Penalty 3616.422596 = -7964815.207698
  nChanged 38
		SP:Iteration 67Q (10624.510000 sec): 3 clusters
  Score: Raw -7968433.681862 + Penalty 3616.422596 = -7964817.259266
  nChanged 37
		SP:Iteration 68Q (10624.660000 sec): 3 clusters
  Score: Raw -7968435.995504 + Penalty 3616.422596 = -7964819.572907
  nChanged 36
		SP:Iteration 69Q (10624.810000 sec): 3 clusters
  Score: Raw -7968438.027551 + Penalty 3616.422596 = -7964821.604954
  nChanged 29
		SP:Iteration 70Q (10624.950000 sec): 3 clusters
  Score: Raw -7968439.808186 + Penalty 3616.422596 = -7964823.385589
  nChanged 31
		SP:Iteration 71Q (10625.100000 sec): 3 clusters
  Score: Raw -7968441.498966 + Penalty 3616.422596 = -7964825.076370
  nChanged 29
		SP:Iteration 72Q (10625.250000 sec): 3 clusters
  Score: Raw -7968442.828973 + Penalty 3616.422596 = -7964826.406377
  nChanged 21
		SP:Iteration 73Q (10625.400000 sec): 3 clusters
  Score: Raw -7968443.919647 + Penalty 3616.422596 = -7964827.497051
  nChanged 26
		SP:Iteration 74Q (10625.550000 sec): 3 clusters
  Score: Raw -7968445.057512 + Penalty 3616.422596 = -7964828.634916
  nChanged 23
		SP:Iteration 75Q (10625.690000 sec): 3 clusters
  Score: Raw -7968445.911461 + Penalty 3616.422596 = -7964829.488865
  nChanged 18
		SP:Iteration 76Q (10625.840000 sec): 3 clusters
  Score: Raw -7968446.671380 + Penalty 3616.422596 = -7964830.248783
  nChanged 12
		SP:Iteration 77Q (10625.990000 sec): 3 clusters
  Score: Raw -7968447.017225 + Penalty 3616.422596 = -7964830.594629
  nChanged 12
		SP:Iteration 78Q (10626.140000 sec): 3 clusters
  Score: Raw -7968447.434164 + Penalty 3616.422596 = -7964831.011567
  nChanged 12
		SP:Iteration 79Q (10626.290000 sec): 3 clusters
  Score: Raw -7968447.890248 + Penalty 3616.422596 = -7964831.467652
  nChanged 13
		SP:Iteration 80F (10626.470000 sec): 3 clusters
  Score: Raw -7968448.557213 + Penalty 3616.422596 = -7964832.134617
  nChanged 17
		SP:Iteration 81Q (10626.620000 sec): 3 clusters
  Score: Raw -7968449.410053 + Penalty 3616.422596 = -7964832.987456
  nChanged 14
		SP:Iteration 82Q (10626.770000 sec): 3 clusters
  Score: Raw -7968449.972107 + Penalty 3616.422596 = -7964833.549511
  nChanged 13
		SP:Iteration 83Q (10626.920000 sec): 3 clusters
  Score: Raw -7968450.373891 + Penalty 3616.422596 = -7964833.951295
  nChanged 8
		SP:Iteration 84Q (10627.070000 sec): 3 clusters
  Score: Raw -7968450.632839 + Penalty 3616.422596 = -7964834.210242
  nChanged 9
		SP:Iteration 85Q (10627.230000 sec): 3 clusters
  Score: Raw -7968450.936514 + Penalty 3616.422596 = -7964834.513918
  nChanged 7
		SP:Iteration 86Q (10627.380000 sec): 3 clusters
  Score: Raw -7968451.117409 + Penalty 3616.422596 = -7964834.694812
  nChanged 5
		SP:Iteration 87Q (10627.530000 sec): 3 clusters
  Score: Raw -7968451.266969 + Penalty 3616.422596 = -7964834.844373
  nChanged 5
		SP:Iteration 88Q (10627.680000 sec): 3 clusters
  Score: Raw -7968451.463894 + Penalty 3616.422596 = -7964835.041298
  nChanged 6
		SP:Iteration 89Q (10627.840000 sec): 3 clusters
  Score: Raw -7968451.646078 + Penalty 3616.422596 = -7964835.223482
  nChanged 7
		SP:Iteration 90Q (10627.990000 sec): 3 clusters
  Score: Raw -7968451.869986 + Penalty 3616.422596 = -7964835.447389
  nChanged 8
		SP:Iteration 91Q (10628.150000 sec): 3 clusters
  Score: Raw -7968452.306976 + Penalty 3616.422596 = -7964835.884380
  nChanged 14
		SP:Iteration 92Q (10628.300000 sec): 3 clusters
  Score: Raw -7968452.786111 + Penalty 3616.422596 = -7964836.363515
  nChanged 15
		SP:Iteration 93Q (10628.450000 sec): 3 clusters
  Score: Raw -7968453.258244 + Penalty 3616.422596 = -7964836.835648
  nChanged 7
		SP:Iteration 94Q (10628.600000 sec): 3 clusters
  Score: Raw -7968453.510112 + Penalty 3616.422596 = -7964837.087516
  nChanged 11
		SP:Iteration 95Q (10628.750000 sec): 3 clusters
  Score: Raw -7968453.870768 + Penalty 3616.422596 = -7964837.448172
  nChanged 12
		SP:Iteration 96Q (10628.890000 sec): 3 clusters
  Score: Raw -7968454.209614 + Penalty 3616.422596 = -7964837.787018
  nChanged 14
		SP:Iteration 97Q (10629.050000 sec): 3 clusters
  Score: Raw -7968454.693821 + Penalty 3616.422596 = -7964838.271225
  nChanged 18
		SP:Iteration 98Q (10629.200000 sec): 3 clusters
  Score: Raw -7968455.294548 + Penalty 3616.422596 = -7964838.871952
  nChanged 13
		SP:Iteration 99Q (10629.350000 sec): 3 clusters
  Score: Raw -7968455.924342 + Penalty 3616.422596 = -7964839.501746
  nChanged 20
		SP:Iteration 100F (10629.530000 sec): 3 clusters
  Score: Raw -7968456.455412 + Penalty 3616.422596 = -7964840.032816
  nChanged 11
		SP:Iteration 101Q (10629.680000 sec): 3 clusters
  Score: Raw -7968456.770231 + Penalty 3616.422596 = -7964840.347634
  nChanged 10
		SP:Iteration 102Q (10629.830000 sec): 3 clusters
  Score: Raw -7968457.038625 + Penalty 3616.422596 = -7964840.616028
  nChanged 7
		SP:Iteration 103Q (10629.970000 sec): 3 clusters
  Score: Raw -7968457.196803 + Penalty 3616.422596 = -7964840.774207
  nChanged 6
		SP:Iteration 104Q (10630.130000 sec): 3 clusters
  Score: Raw -7968457.387942 + Penalty 3616.422596 = -7964840.965346
  nChanged 8
		SP:Iteration 105Q (10630.270000 sec): 3 clusters
  Score: Raw -7968457.675402 + Penalty 3616.422596 = -7964841.252806
  nChanged 7
		SP:Iteration 106Q (10630.420000 sec): 3 clusters
  Score: Raw -7968457.836211 + Penalty 3616.422596 = -7964841.413615
  nChanged 7
		SP:Iteration 107Q (10630.570000 sec): 3 clusters
  Score: Raw -7968458.019954 + Penalty 3616.422596 = -7964841.597358
  nChanged 5
		SP:Iteration 108Q (10630.720000 sec): 3 clusters
  Score: Raw -7968458.213165 + Penalty 3616.422596 = -7964841.790569
  nChanged 6
		SP:Iteration 109Q (10630.870000 sec): 3 clusters
  Score: Raw -7968458.389820 + Penalty 3616.422596 = -7964841.967223
  nChanged 4
		SP:Iteration 110Q (10631.020000 sec): 3 clusters
  Score: Raw -7968458.525140 + Penalty 3616.422596 = -7964842.102544
  nChanged 3
		SP:Iteration 111Q (10631.170000 sec): 3 clusters
  Score: Raw -7968458.605726 + Penalty 3616.422596 = -7964842.183130
  nChanged 2
		SP:Iteration 112Q (10631.320000 sec): 3 clusters
  Score: Raw -7968458.638727 + Penalty 3616.422596 = -7964842.216131
  nChanged 0
		SP:Iteration 113F (10631.500000 sec): 3 clusters
  Score: Raw -7968458.638727 + Penalty 3616.422596 = -7964842.216131
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (29096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10631.600000 sec): 2 clusters
  Score: Raw -3322495.364221 + Penalty 1670.232848 = -3320825.131373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10631.680000 sec): 3 clusters
  Score: Raw -3304512.943280 + Penalty 3340.465696 = -3301172.477584
  nChanged 13387
		SP:Iteration 1F (10631.750000 sec): 3 clusters
  Score: Raw -3311904.477938 + Penalty 3340.465696 = -3308564.012243
  nChanged 1302
		SP:Iteration 2Q (10631.830000 sec): 3 clusters
  Score: Raw -3312309.599936 + Penalty 3340.465696 = -3308969.134241
  nChanged 1239
		SP:Iteration 3Q (10631.910000 sec): 3 clusters
  Score: Raw -3312711.109478 + Penalty 3340.465696 = -3309370.643782
  nChanged 1222
		SP:Iteration 4Q (10632.000000 sec): 3 clusters
  Score: Raw -3313141.729726 + Penalty 3340.465696 = -3309801.264030
  nChanged 1307
		SP:Iteration 5Q (10632.080000 sec): 3 clusters
  Score: Raw -3313645.595797 + Penalty 3340.465696 = -3310305.130101
  nChanged 1318
		SP:Iteration 6Q (10632.150000 sec): 3 clusters
  Score: Raw -3314307.126833 + Penalty 3340.465696 = -3310966.661138
  nChanged 1542
		SP:Iteration 7F (10632.230000 sec): 3 clusters
  Score: Raw -3315255.387353 + Penalty 3340.465696 = -3311914.921657
  nChanged 1634
		SP:Iteration 8F (10632.310000 sec): 3 clusters
  Score: Raw -3316386.822077 + Penalty 3340.465696 = -3313046.356381
  nChanged 1707
		SP:Iteration 9F (10632.390000 sec): 3 clusters
  Score: Raw -3317589.372251 + Penalty 3340.465696 = -3314248.906556
  nChanged 1547
		SP:Iteration 10F (10632.470000 sec): 3 clusters
  Score: Raw -3318594.930242 + Penalty 3340.465696 = -3315254.464546
  nChanged 1184
		SP:Iteration 11Q (10632.550000 sec): 3 clusters
  Score: Raw -3319172.281332 + Penalty 3340.465696 = -3315831.815636
  nChanged 817
		SP:Iteration 12Q (10632.620000 sec): 3 clusters
  Score: Raw -3319488.079481 + Penalty 3340.465696 = -3316147.613786
  nChanged 602
		SP:Iteration 13Q (10632.700000 sec): 3 clusters
  Score: Raw -3319706.141717 + Penalty 3340.465696 = -3316365.676022
  nChanged 520
		SP:Iteration 14Q (10632.770000 sec): 3 clusters
  Score: Raw -3319889.772619 + Penalty 3340.465696 = -3316549.306923
  nChanged 481
		SP:Iteration 15Q (10632.850000 sec): 3 clusters
  Score: Raw -3320058.989342 + Penalty 3340.465696 = -3316718.523646
  nChanged 515
		SP:Iteration 16Q (10632.930000 sec): 3 clusters
  Score: Raw -3320255.885835 + Penalty 3340.465696 = -3316915.420139
  nChanged 547
		SP:Iteration 17Q (10633.000000 sec): 3 clusters
  Score: Raw -3320485.082833 + Penalty 3340.465696 = -3317144.617137
  nChanged 569
		SP:Iteration 18Q (10633.070000 sec): 3 clusters
  Score: Raw -3320737.237712 + Penalty 3340.465696 = -3317396.772016
  nChanged 561
		SP:Iteration 19Q (10633.150000 sec): 3 clusters
  Score: Raw -3320997.079166 + Penalty 3340.465696 = -3317656.613470
  nChanged 561
		SP:Iteration 20F (10633.230000 sec): 3 clusters
  Score: Raw -3321254.620155 + Penalty 3340.465696 = -3317914.154459
  nChanged 534
		SP:Iteration 21Q (10633.300000 sec): 3 clusters
  Score: Raw -3321491.986890 + Penalty 3340.465696 = -3318151.521195
  nChanged 471
		SP:Iteration 22Q (10633.370000 sec): 3 clusters
  Score: Raw -3321701.198438 + Penalty 3340.465696 = -3318360.732743
  nChanged 431
		SP:Iteration 23Q (10633.450000 sec): 3 clusters
  Score: Raw -3321881.302653 + Penalty 3340.465696 = -3318540.836958
  nChanged 389
		SP:Iteration 24Q (10633.510000 sec): 3 clusters
  Score: Raw -3322046.385290 + Penalty 3340.465696 = -3318705.919595
  nChanged 346
		SP:Iteration 25Q (10633.580000 sec): 3 clusters
  Score: Raw -3322198.413602 + Penalty 3340.465696 = -3318857.947907
  nChanged 344
		SP:Iteration 26Q (10633.650000 sec): 3 clusters
  Score: Raw -3322346.845609 + Penalty 3340.465696 = -3319006.379913
  nChanged 338
		SP:Iteration 27Q (10633.710000 sec): 3 clusters
  Score: Raw -3322506.011137 + Penalty 3340.465696 = -3319165.545441
  nChanged 312
		SP:Iteration 28Q (10633.780000 sec): 3 clusters
  Score: Raw -3322673.742669 + Penalty 3340.465696 = -3319333.276973
  nChanged 276
		SP:Iteration 29Q (10633.850000 sec): 3 clusters
  Score: Raw -3322826.673340 + Penalty 3340.465696 = -3319486.207644
  nChanged 242
		SP:Iteration 30Q (10633.910000 sec): 3 clusters
  Score: Raw -3322985.218423 + Penalty 3340.465696 = -3319644.752728
  nChanged 225
		SP:Iteration 31Q (10633.970000 sec): 3 clusters
  Score: Raw -3323156.037353 + Penalty 3340.465696 = -3319815.571657
  nChanged 220
		SP:Iteration 32Q (10634.040000 sec): 3 clusters
  Score: Raw -3323318.557331 + Penalty 3340.465696 = -3319978.091635
  nChanged 179
		SP:Iteration 33Q (10634.100000 sec): 3 clusters
  Score: Raw -3323460.805383 + Penalty 3340.465696 = -3320120.339688
  nChanged 141
		SP:Iteration 34Q (10634.160000 sec): 3 clusters
  Score: Raw -3323561.375245 + Penalty 3340.465696 = -3320220.909549
  nChanged 124
		SP:Iteration 35Q (10634.220000 sec): 3 clusters
  Score: Raw -3323623.670293 + Penalty 3340.465696 = -3320283.204598
  nChanged 105
		SP:Iteration 36Q (10634.280000 sec): 3 clusters
  Score: Raw -3323675.914770 + Penalty 3340.465696 = -3320335.449074
  nChanged 80
		SP:Iteration 37Q (10634.340000 sec): 3 clusters
  Score: Raw -3323715.281279 + Penalty 3340.465696 = -3320374.815584
  nChanged 71
		SP:Iteration 38Q (10634.400000 sec): 3 clusters
  Score: Raw -3323751.722054 + Penalty 3340.465696 = -3320411.256358
  nChanged 67
		SP:Iteration 39Q (10634.460000 sec): 3 clusters
  Score: Raw -3323781.923649 + Penalty 3340.465696 = -3320441.457954
  nChanged 68
		SP:Iteration 40F (10634.540000 sec): 3 clusters
  Score: Raw -3323812.754916 + Penalty 3340.465696 = -3320472.289221
  nChanged 61
		SP:Iteration 41Q (10634.600000 sec): 3 clusters
  Score: Raw -3323838.171518 + Penalty 3340.465696 = -3320497.705823
  nChanged 63
		SP:Iteration 42Q (10634.660000 sec): 3 clusters
  Score: Raw -3323862.049137 + Penalty 3340.465696 = -3320521.583441
  nChanged 58
		SP:Iteration 43Q (10634.720000 sec): 3 clusters
  Score: Raw -3323880.996937 + Penalty 3340.465696 = -3320540.531242
  nChanged 34
		SP:Iteration 44Q (10634.780000 sec): 3 clusters
  Score: Raw -3323888.035934 + Penalty 3340.465696 = -3320547.570239
  nChanged 23
		SP:Iteration 45Q (10634.840000 sec): 3 clusters
  Score: Raw -3323892.435729 + Penalty 3340.465696 = -3320551.970033
  nChanged 23
		SP:Iteration 46Q (10634.890000 sec): 3 clusters
  Score: Raw -3323896.209541 + Penalty 3340.465696 = -3320555.743845
  nChanged 13
		SP:Iteration 47Q (10634.950000 sec): 3 clusters
  Score: Raw -3323898.635678 + Penalty 3340.465696 = -3320558.169982
  nChanged 12
		SP:Iteration 48Q (10635.010000 sec): 3 clusters
  Score: Raw -3323899.810079 + Penalty 3340.465696 = -3320559.344383
  nChanged 9
		SP:Iteration 49Q (10635.070000 sec): 3 clusters
  Score: Raw -3323900.664464 + Penalty 3340.465696 = -3320560.198769
  nChanged 10
		SP:Iteration 50Q (10635.130000 sec): 3 clusters
  Score: Raw -3323901.714756 + Penalty 3340.465696 = -3320561.249060
  nChanged 11
		SP:Iteration 51Q (10635.190000 sec): 3 clusters
  Score: Raw -3323902.862261 + Penalty 3340.465696 = -3320562.396565
  nChanged 10
		SP:Iteration 52Q (10635.240000 sec): 3 clusters
  Score: Raw -3323905.318657 + Penalty 3340.465696 = -3320564.852962
  nChanged 15
		SP:Iteration 53Q (10635.300000 sec): 3 clusters
  Score: Raw -3323909.302092 + Penalty 3340.465696 = -3320568.836397
  nChanged 17
		SP:Iteration 54Q (10635.360000 sec): 3 clusters
  Score: Raw -3323913.424809 + Penalty 3340.465696 = -3320572.959114
  nChanged 18
		SP:Iteration 55Q (10635.420000 sec): 3 clusters
  Score: Raw -3323916.521906 + Penalty 3340.465696 = -3320576.056210
  nChanged 20
		SP:Iteration 56Q (10635.480000 sec): 3 clusters
  Score: Raw -3323919.265670 + Penalty 3340.465696 = -3320578.799974
  nChanged 12
		SP:Iteration 57Q (10635.540000 sec): 3 clusters
  Score: Raw -3323921.195734 + Penalty 3340.465696 = -3320580.730039
  nChanged 10
		SP:Iteration 58Q (10635.590000 sec): 3 clusters
  Score: Raw -3323922.312499 + Penalty 3340.465696 = -3320581.846804
  nChanged 6
		SP:Iteration 59Q (10635.650000 sec): 3 clusters
  Score: Raw -3323923.035905 + Penalty 3340.465696 = -3320582.570210
  nChanged 2
		SP:Iteration 60F (10635.730000 sec): 3 clusters
  Score: Raw -3323923.259658 + Penalty 3340.465696 = -3320582.793962
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10635.780000 sec): 2 clusters
  Score: Raw -1734990.906304 + Penalty 1554.813771 = -1733436.092533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10635.810000 sec): 3 clusters
  Score: Raw -1726618.775272 + Penalty 3109.627542 = -1723509.147730
  nChanged 6401
		SP:Iteration 1F (10635.850000 sec): 3 clusters
  Score: Raw -1729909.106034 + Penalty 3109.627542 = -1726799.478492
  nChanged 749
		SP:Iteration 2F (10635.890000 sec): 3 clusters
  Score: Raw -1730152.908833 + Penalty 3109.627542 = -1727043.281291
  nChanged 630
		SP:Iteration 3Q (10635.920000 sec): 3 clusters
  Score: Raw -1730336.544240 + Penalty 3109.627542 = -1727226.916698
  nChanged 502
		SP:Iteration 4Q (10635.960000 sec): 3 clusters
  Score: Raw -1730470.092472 + Penalty 3109.627542 = -1727360.464930
  nChanged 396
		SP:Iteration 5Q (10635.990000 sec): 3 clusters
  Score: Raw -1730579.739179 + Penalty 3109.627542 = -1727470.111637
  nChanged 390
		SP:Iteration 6Q (10636.030000 sec): 3 clusters
  Score: Raw -1730685.726599 + Penalty 3109.627542 = -1727576.099058
  nChanged 394
		SP:Iteration 7Q (10636.070000 sec): 3 clusters
  Score: Raw -1730794.395686 + Penalty 3109.627542 = -1727684.768144
  nChanged 403
		SP:Iteration 8Q (10636.110000 sec): 3 clusters
  Score: Raw -1730916.537961 + Penalty 3109.627542 = -1727806.910419
  nChanged 411
		SP:Iteration 9Q (10636.140000 sec): 3 clusters
  Score: Raw -1731047.073470 + Penalty 3109.627542 = -1727937.445928
  nChanged 432
		SP:Iteration 10Q (10636.180000 sec): 3 clusters
  Score: Raw -1731205.088819 + Penalty 3109.627542 = -1728095.461277
  nChanged 491
		SP:Iteration 11Q (10636.210000 sec): 3 clusters
  Score: Raw -1731412.338076 + Penalty 3109.627542 = -1728302.710534
  nChanged 547
		SP:Iteration 12Q (10636.250000 sec): 3 clusters
  Score: Raw -1731688.529022 + Penalty 3109.627542 = -1728578.901481
  nChanged 644
		SP:Iteration 13Q (10636.290000 sec): 3 clusters
  Score: Raw -1732102.057226 + Penalty 3109.627542 = -1728992.429684
  nChanged 708
		SP:Iteration 14Q (10636.320000 sec): 3 clusters
  Score: Raw -1732635.563342 + Penalty 3109.627542 = -1729525.935800
  nChanged 729
		SP:Iteration 15F (10636.360000 sec): 3 clusters
  Score: Raw -1733232.948927 + Penalty 3109.627542 = -1730123.321385
  nChanged 628
		SP:Iteration 16Q (10636.390000 sec): 3 clusters
  Score: Raw -1733754.359212 + Penalty 3109.627542 = -1730644.731670
  nChanged 513
		SP:Iteration 17Q (10636.430000 sec): 3 clusters
  Score: Raw -1734248.574873 + Penalty 3109.627542 = -1731138.947331
  nChanged 367
		SP:Iteration 18Q (10636.460000 sec): 3 clusters
  Score: Raw -1734594.974760 + Penalty 3109.627542 = -1731485.347218
  nChanged 272
		SP:Iteration 19Q (10636.490000 sec): 3 clusters
  Score: Raw -1734832.080272 + Penalty 3109.627542 = -1731722.452730
  nChanged 163
		SP:Iteration 20F (10636.530000 sec): 3 clusters
  Score: Raw -1734964.442385 + Penalty 3109.627542 = -1731854.814843
  nChanged 131
		SP:Iteration 21Q (10636.550000 sec): 3 clusters
  Score: Raw -1735078.595338 + Penalty 3109.627542 = -1731968.967796
  nChanged 103
		SP:Iteration 22Q (10636.580000 sec): 3 clusters
  Score: Raw -1735159.176520 + Penalty 3109.627542 = -1732049.548979
  nChanged 70
		SP:Iteration 23Q (10636.610000 sec): 3 clusters
  Score: Raw -1735211.605331 + Penalty 3109.627542 = -1732101.977789
  nChanged 53
		SP:Iteration 24Q (10636.640000 sec): 3 clusters
  Score: Raw -1735241.817316 + Penalty 3109.627542 = -1732132.189774
  nChanged 41
		SP:Iteration 25Q (10636.660000 sec): 3 clusters
  Score: Raw -1735265.237353 + Penalty 3109.627542 = -1732155.609811
  nChanged 31
		SP:Iteration 26Q (10636.690000 sec): 3 clusters
  Score: Raw -1735281.479009 + Penalty 3109.627542 = -1732171.851467
  nChanged 24
		SP:Iteration 27Q (10636.710000 sec): 3 clusters
  Score: Raw -1735293.118237 + Penalty 3109.627542 = -1732183.490695
  nChanged 21
		SP:Iteration 28Q (10636.740000 sec): 3 clusters
  Score: Raw -1735302.881948 + Penalty 3109.627542 = -1732193.254406
  nChanged 22
		SP:Iteration 29Q (10636.770000 sec): 3 clusters
  Score: Raw -1735314.588202 + Penalty 3109.627542 = -1732204.960660
  nChanged 19
		SP:Iteration 30Q (10636.790000 sec): 3 clusters
  Score: Raw -1735325.652730 + Penalty 3109.627542 = -1732216.025188
  nChanged 21
		SP:Iteration 31Q (10636.820000 sec): 3 clusters
  Score: Raw -1735339.428260 + Penalty 3109.627542 = -1732229.800718
  nChanged 15
		SP:Iteration 32Q (10636.850000 sec): 3 clusters
  Score: Raw -1735347.857620 + Penalty 3109.627542 = -1732238.230078
  nChanged 3
		SP:Iteration 33Q (10636.870000 sec): 3 clusters
  Score: Raw -1735350.216046 + Penalty 3109.627542 = -1732240.588505
  nChanged 4
		SP:Iteration 34Q (10636.900000 sec): 3 clusters
  Score: Raw -1735351.438611 + Penalty 3109.627542 = -1732241.811069
  nChanged 1
		SP:Iteration 35Q (10636.930000 sec): 3 clusters
  Score: Raw -1735351.985369 + Penalty 3109.627542 = -1732242.357827
  nChanged 2
		SP:Iteration 36Q (10636.960000 sec): 3 clusters
  Score: Raw -1735353.387267 + Penalty 3109.627542 = -1732243.759725
  nChanged 2
		SP:Iteration 37Q (10636.980000 sec): 3 clusters
  Score: Raw -1735353.985858 + Penalty 3109.627542 = -1732244.358316
  nChanged 3
		SP:Iteration 38Q (10637.010000 sec): 3 clusters
  Score: Raw -1735355.215895 + Penalty 3109.627542 = -1732245.588354
  nChanged 2
		SP:Iteration 39Q (10637.030000 sec): 3 clusters
  Score: Raw -1735356.516396 + Penalty 3109.627542 = -1732246.888854
  nChanged 2
		SP:Iteration 40F (10637.070000 sec): 3 clusters
  Score: Raw -1735357.522868 + Penalty 3109.627542 = -1732247.895326
  nChanged 3
		SP:Iteration 41Q (10637.090000 sec): 3 clusters
  Score: Raw -1735358.786995 + Penalty 3109.627542 = -1732249.159454
  nChanged 1
		SP:Iteration 42Q (10637.120000 sec): 3 clusters
  Score: Raw -1735358.943081 + Penalty 3109.627542 = -1732249.315539
  nChanged 0
		SP:Iteration 43F (10637.160000 sec): 3 clusters
  Score: Raw -1735358.943081 + Penalty 3109.627542 = -1732249.315539
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10637.170000 sec): 2 clusters
  Score: Raw -127182.240970 + Penalty 1156.809265 = -126025.431705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10637.170000 sec): 3 clusters
  Score: Raw -126726.455996 + Penalty 2313.618531 = -124412.837465
  nChanged 404
		SP:Iteration 1F (10637.180000 sec): 3 clusters
  Score: Raw -127155.399967 + Penalty 2313.618531 = -124841.781436
  nChanged 130
		SP:Iteration 2F (10637.180000 sec): 3 clusters
  Score: Raw -127317.987378 + Penalty 2313.618531 = -125004.368847
  nChanged 76
		SP:Iteration 3F (10637.180000 sec): 3 clusters
  Score: Raw -127395.889889 + Penalty 2313.618531 = -125082.271358
  nChanged 53
		SP:Iteration 4Q (10637.180000 sec): 3 clusters
  Score: Raw -127444.287445 + Penalty 2313.618531 = -125130.668914
  nChanged 32
		SP:Iteration 5Q (10637.190000 sec): 3 clusters
  Score: Raw -127470.040485 + Penalty 2313.618531 = -125156.421954
  nChanged 30
		SP:Iteration 6Q (10637.190000 sec): 3 clusters
  Score: Raw -127505.523769 + Penalty 2313.618531 = -125191.905238
  nChanged 29
		SP:Iteration 7Q (10637.190000 sec): 3 clusters
  Score: Raw -127550.312950 + Penalty 2313.618531 = -125236.694419
  nChanged 35
		SP:Iteration 8Q (10637.200000 sec): 3 clusters
  Score: Raw -127594.980442 + Penalty 2313.618531 = -125281.361911
  nChanged 29
		SP:Iteration 9Q (10637.200000 sec): 3 clusters
  Score: Raw -127625.513540 + Penalty 2313.618531 = -125311.895009
  nChanged 23
		SP:Iteration 10Q (10637.200000 sec): 3 clusters
  Score: Raw -127658.760936 + Penalty 2313.618531 = -125345.142405
  nChanged 25
		SP:Iteration 11Q (10637.200000 sec): 3 clusters
  Score: Raw -127683.804372 + Penalty 2313.618531 = -125370.185842
  nChanged 23
		SP:Iteration 12Q (10637.210000 sec): 3 clusters
  Score: Raw -127708.019107 + Penalty 2313.618531 = -125394.400576
  nChanged 18
		SP:Iteration 13Q (10637.210000 sec): 3 clusters
  Score: Raw -127725.259540 + Penalty 2313.618531 = -125411.641009
  nChanged 13
		SP:Iteration 14Q (10637.210000 sec): 3 clusters
  Score: Raw -127742.208774 + Penalty 2313.618531 = -125428.590243
  nChanged 10
		SP:Iteration 15Q (10637.220000 sec): 3 clusters
  Score: Raw -127756.570832 + Penalty 2313.618531 = -125442.952301
  nChanged 10
		SP:Iteration 16Q (10637.220000 sec): 3 clusters
  Score: Raw -127769.119819 + Penalty 2313.618531 = -125455.501288
  nChanged 7
		SP:Iteration 17Q (10637.220000 sec): 3 clusters
  Score: Raw -127775.341769 + Penalty 2313.618531 = -125461.723238
  nChanged 5
		SP:Iteration 18Q (10637.220000 sec): 3 clusters
  Score: Raw -127781.102250 + Penalty 2313.618531 = -125467.483719
  nChanged 7
		SP:Iteration 19Q (10637.230000 sec): 3 clusters
  Score: Raw -127789.553947 + Penalty 2313.618531 = -125475.935416
  nChanged 5
		SP:Iteration 20F (10637.230000 sec): 3 clusters
  Score: Raw -127793.205551 + Penalty 2313.618531 = -125479.587020
  nChanged 2
		SP:Iteration 21Q (10637.230000 sec): 3 clusters
  Score: Raw -127794.528084 + Penalty 2313.618531 = -125480.909553
  nChanged 0
		SP:Iteration 22F (10637.240000 sec): 3 clusters
  Score: Raw -127794.528084 + Penalty 2313.618531 = -125480.909553
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (14226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10637.280000 sec): 2 clusters
  Score: Raw -1632064.883032 + Penalty 1553.959315 = -1630510.923716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10637.320000 sec): 3 clusters
  Score: Raw -1623783.447430 + Penalty 3107.918630 = -1620675.528799
  nChanged 6211
		SP:Iteration 1F (10637.360000 sec): 3 clusters
  Score: Raw -1627296.885609 + Penalty 3107.918630 = -1624188.966979
  nChanged 904
		SP:Iteration 2F (10637.390000 sec): 3 clusters
  Score: Raw -1627754.330797 + Penalty 3107.918630 = -1624646.412167
  nChanged 889
		SP:Iteration 3F (10637.430000 sec): 3 clusters
  Score: Raw -1628206.334953 + Penalty 3107.918630 = -1625098.416323
  nChanged 789
		SP:Iteration 4F (10637.460000 sec): 3 clusters
  Score: Raw -1628624.404611 + Penalty 3107.918630 = -1625516.485980
  nChanged 770
		SP:Iteration 5F (10637.500000 sec): 3 clusters
  Score: Raw -1629058.134385 + Penalty 3107.918630 = -1625950.215754
  nChanged 718
		SP:Iteration 6F (10637.540000 sec): 3 clusters
  Score: Raw -1629459.627381 + Penalty 3107.918630 = -1626351.708750
  nChanged 667
		SP:Iteration 7Q (10637.570000 sec): 3 clusters
  Score: Raw -1629863.682471 + Penalty 3107.918630 = -1626755.763840
  nChanged 639
		SP:Iteration 8Q (10637.610000 sec): 3 clusters
  Score: Raw -1630259.938788 + Penalty 3107.918630 = -1627152.020158
  nChanged 565
		SP:Iteration 9Q (10637.640000 sec): 3 clusters
  Score: Raw -1630606.814411 + Penalty 3107.918630 = -1627498.895781
  nChanged 488
		SP:Iteration 10Q (10637.680000 sec): 3 clusters
  Score: Raw -1630962.324615 + Penalty 3107.918630 = -1627854.405984
  nChanged 440
		SP:Iteration 11Q (10637.710000 sec): 3 clusters
  Score: Raw -1631285.262155 + Penalty 3107.918630 = -1628177.343524
  nChanged 339
		SP:Iteration 12Q (10637.750000 sec): 3 clusters
  Score: Raw -1631551.888509 + Penalty 3107.918630 = -1628443.969878
  nChanged 243
		SP:Iteration 13Q (10637.780000 sec): 3 clusters
  Score: Raw -1631729.566964 + Penalty 3107.918630 = -1628621.648333
  nChanged 172
		SP:Iteration 14Q (10637.810000 sec): 3 clusters
  Score: Raw -1631850.975414 + Penalty 3107.918630 = -1628743.056784
  nChanged 152
		SP:Iteration 15Q (10637.840000 sec): 3 clusters
  Score: Raw -1631948.887141 + Penalty 3107.918630 = -1628840.968511
  nChanged 124
		SP:Iteration 16Q (10637.870000 sec): 3 clusters
  Score: Raw -1632032.698260 + Penalty 3107.918630 = -1628924.779629
  nChanged 114
		SP:Iteration 17Q (10637.900000 sec): 3 clusters
  Score: Raw -1632103.873421 + Penalty 3107.918630 = -1628995.954790
  nChanged 93
		SP:Iteration 18Q (10637.930000 sec): 3 clusters
  Score: Raw -1632154.427444 + Penalty 3107.918630 = -1629046.508813
  nChanged 69
		SP:Iteration 19Q (10637.960000 sec): 3 clusters
  Score: Raw -1632196.911188 + Penalty 3107.918630 = -1629088.992557
  nChanged 59
		SP:Iteration 20F (10637.990000 sec): 3 clusters
  Score: Raw -1632228.500472 + Penalty 3107.918630 = -1629120.581842
  nChanged 44
		SP:Iteration 21Q (10638.020000 sec): 3 clusters
  Score: Raw -1632254.168981 + Penalty 3107.918630 = -1629146.250351
  nChanged 42
		SP:Iteration 22Q (10638.050000 sec): 3 clusters
  Score: Raw -1632278.458319 + Penalty 3107.918630 = -1629170.539689
  nChanged 29
		SP:Iteration 23Q (10638.080000 sec): 3 clusters
  Score: Raw -1632298.317828 + Penalty 3107.918630 = -1629190.399197
  nChanged 26
		SP:Iteration 24Q (10638.100000 sec): 3 clusters
  Score: Raw -1632314.489062 + Penalty 3107.918630 = -1629206.570432
  nChanged 32
		SP:Iteration 25Q (10638.130000 sec): 3 clusters
  Score: Raw -1632337.508002 + Penalty 3107.918630 = -1629229.589371
  nChanged 27
		SP:Iteration 26Q (10638.160000 sec): 3 clusters
  Score: Raw -1632355.317267 + Penalty 3107.918630 = -1629247.398636
  nChanged 34
		SP:Iteration 27Q (10638.180000 sec): 3 clusters
  Score: Raw -1632378.642776 + Penalty 3107.918630 = -1629270.724145
  nChanged 20
		SP:Iteration 28Q (10638.210000 sec): 3 clusters
  Score: Raw -1632394.485048 + Penalty 3107.918630 = -1629286.566418
  nChanged 22
		SP:Iteration 29Q (10638.240000 sec): 3 clusters
  Score: Raw -1632410.521541 + Penalty 3107.918630 = -1629302.602910
  nChanged 14
		SP:Iteration 30Q (10638.270000 sec): 3 clusters
  Score: Raw -1632421.432894 + Penalty 3107.918630 = -1629313.514263
  nChanged 14
		SP:Iteration 31Q (10638.290000 sec): 3 clusters
  Score: Raw -1632433.903888 + Penalty 3107.918630 = -1629325.985258
  nChanged 14
		SP:Iteration 32Q (10638.320000 sec): 3 clusters
  Score: Raw -1632444.657682 + Penalty 3107.918630 = -1629336.739052
  nChanged 8
		SP:Iteration 33Q (10638.350000 sec): 3 clusters
  Score: Raw -1632452.147928 + Penalty 3107.918630 = -1629344.229297
  nChanged 9
		SP:Iteration 34Q (10638.370000 sec): 3 clusters
  Score: Raw -1632456.246495 + Penalty 3107.918630 = -1629348.327864
  nChanged 5
		SP:Iteration 35Q (10638.400000 sec): 3 clusters
  Score: Raw -1632459.275022 + Penalty 3107.918630 = -1629351.356392
  nChanged 3
		SP:Iteration 36Q (10638.430000 sec): 3 clusters
  Score: Raw -1632461.832964 + Penalty 3107.918630 = -1629353.914334
  nChanged 5
		SP:Iteration 37Q (10638.450000 sec): 3 clusters
  Score: Raw -1632467.273214 + Penalty 3107.918630 = -1629359.354584
  nChanged 7
		SP:Iteration 38Q (10638.480000 sec): 3 clusters
  Score: Raw -1632474.388435 + Penalty 3107.918630 = -1629366.469804
  nChanged 9
		SP:Iteration 39Q (10638.500000 sec): 3 clusters
  Score: Raw -1632482.191871 + Penalty 3107.918630 = -1629374.273241
  nChanged 9
		SP:Iteration 40F (10638.540000 sec): 3 clusters
  Score: Raw -1632490.238872 + Penalty 3107.918630 = -1629382.320242
  nChanged 6
		SP:Iteration 41Q (10638.570000 sec): 3 clusters
  Score: Raw -1632494.386286 + Penalty 3107.918630 = -1629386.467656
  nChanged 7
		SP:Iteration 42Q (10638.590000 sec): 3 clusters
  Score: Raw -1632497.391480 + Penalty 3107.918630 = -1629389.472850
  nChanged 1
		SP:Iteration 43Q (10638.620000 sec): 3 clusters
  Score: Raw -1632499.189299 + Penalty 3107.918630 = -1629391.270668
  nChanged 4
		SP:Iteration 44Q (10638.640000 sec): 3 clusters
  Score: Raw -1632501.850834 + Penalty 3107.918630 = -1629393.932203
  nChanged 2
		SP:Iteration 45Q (10638.670000 sec): 3 clusters
  Score: Raw -1632502.915893 + Penalty 3107.918630 = -1629394.997263
  nChanged 1
		SP:Iteration 46Q (10638.700000 sec): 3 clusters
  Score: Raw -1632504.328846 + Penalty 3107.918630 = -1629396.410215
  nChanged 3
		SP:Iteration 47Q (10638.720000 sec): 3 clusters
  Score: Raw -1632509.641880 + Penalty 3107.918630 = -1629401.723250
  nChanged 3
		SP:Iteration 48Q (10638.750000 sec): 3 clusters
  Score: Raw -1632511.604059 + Penalty 3107.918630 = -1629403.685429
  nChanged 2
		SP:Iteration 49Q (10638.780000 sec): 3 clusters
  Score: Raw -1632512.677802 + Penalty 3107.918630 = -1629404.759171
  nChanged 4
		SP:Iteration 50Q (10638.800000 sec): 3 clusters
  Score: Raw -1632515.109928 + Penalty 3107.918630 = -1629407.191298
  nChanged 3
		SP:Iteration 51Q (10638.830000 sec): 3 clusters
  Score: Raw -1632516.824411 + Penalty 3107.918630 = -1629408.905780
  nChanged 0
		SP:Iteration 52F (10638.860000 sec): 3 clusters
  Score: Raw -1632516.824411 + Penalty 3107.918630 = -1629408.905780
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (35088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10638.960000 sec): 2 clusters
  Score: Raw -4032219.106820 + Penalty 1700.662351 = -4030518.444469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10639.060000 sec): 3 clusters
  Score: Raw -4010300.538647 + Penalty 3401.324703 = -4006899.213944
  nChanged 16437
		SP:Iteration 1F (10639.150000 sec): 3 clusters
  Score: Raw -4019477.326800 + Penalty 3401.324703 = -4016076.002097
  nChanged 1659
		SP:Iteration 2Q (10639.250000 sec): 3 clusters
  Score: Raw -4020152.508363 + Penalty 3401.324703 = -4016751.183660
  nChanged 1696
		SP:Iteration 3Q (10639.350000 sec): 3 clusters
  Score: Raw -4020976.498949 + Penalty 3401.324703 = -4017575.174246
  nChanged 1856
		SP:Iteration 4F (10639.440000 sec): 3 clusters
  Score: Raw -4021971.840351 + Penalty 3401.324703 = -4018570.515648
  nChanged 2031
		SP:Iteration 5F (10639.540000 sec): 3 clusters
  Score: Raw -4023129.618203 + Penalty 3401.324703 = -4019728.293500
  nChanged 2071
		SP:Iteration 6F (10639.630000 sec): 3 clusters
  Score: Raw -4024356.181398 + Penalty 3401.324703 = -4020954.856695
  nChanged 1994
		SP:Iteration 7F (10639.720000 sec): 3 clusters
  Score: Raw -4025429.444184 + Penalty 3401.324703 = -4022028.119481
  nChanged 1710
		SP:Iteration 8Q (10639.820000 sec): 3 clusters
  Score: Raw -4026206.746070 + Penalty 3401.324703 = -4022805.421367
  nChanged 1332
		SP:Iteration 9Q (10639.920000 sec): 3 clusters
  Score: Raw -4026663.523799 + Penalty 3401.324703 = -4023262.199097
  nChanged 954
		SP:Iteration 10Q (10640.020000 sec): 3 clusters
  Score: Raw -4026923.148756 + Penalty 3401.324703 = -4023521.824053
  nChanged 745
		SP:Iteration 11Q (10640.110000 sec): 3 clusters
  Score: Raw -4027101.070244 + Penalty 3401.324703 = -4023699.745541
  nChanged 613
		SP:Iteration 12Q (10640.210000 sec): 3 clusters
  Score: Raw -4027234.273649 + Penalty 3401.324703 = -4023832.948946
  nChanged 560
		SP:Iteration 13Q (10640.300000 sec): 3 clusters
  Score: Raw -4027355.963454 + Penalty 3401.324703 = -4023954.638751
  nChanged 527
		SP:Iteration 14Q (10640.400000 sec): 3 clusters
  Score: Raw -4027466.734159 + Penalty 3401.324703 = -4024065.409456
  nChanged 512
		SP:Iteration 15Q (10640.500000 sec): 3 clusters
  Score: Raw -4027570.350508 + Penalty 3401.324703 = -4024169.025805
  nChanged 476
		SP:Iteration 16Q (10640.590000 sec): 3 clusters
  Score: Raw -4027672.590517 + Penalty 3401.324703 = -4024271.265814
  nChanged 506
		SP:Iteration 17Q (10640.680000 sec): 3 clusters
  Score: Raw -4027786.354583 + Penalty 3401.324703 = -4024385.029880
  nChanged 521
		SP:Iteration 18Q (10640.780000 sec): 3 clusters
  Score: Raw -4027911.748240 + Penalty 3401.324703 = -4024510.423537
  nChanged 525
		SP:Iteration 19Q (10640.870000 sec): 3 clusters
  Score: Raw -4028034.937042 + Penalty 3401.324703 = -4024633.612339
  nChanged 507
		SP:Iteration 20F (10640.960000 sec): 3 clusters
  Score: Raw -4028155.778995 + Penalty 3401.324703 = -4024754.454292
  nChanged 497
		SP:Iteration 21Q (10641.060000 sec): 3 clusters
  Score: Raw -4028273.485872 + Penalty 3401.324703 = -4024872.161169
  nChanged 502
		SP:Iteration 22Q (10641.150000 sec): 3 clusters
  Score: Raw -4028392.431767 + Penalty 3401.324703 = -4024991.107064
  nChanged 509
		SP:Iteration 23Q (10641.250000 sec): 3 clusters
  Score: Raw -4028513.015796 + Penalty 3401.324703 = -4025111.691093
  nChanged 529
		SP:Iteration 24Q (10641.340000 sec): 3 clusters
  Score: Raw -4028653.174452 + Penalty 3401.324703 = -4025251.849749
  nChanged 525
		SP:Iteration 25Q (10641.430000 sec): 3 clusters
  Score: Raw -4028800.003906 + Penalty 3401.324703 = -4025398.679203
  nChanged 562
		SP:Iteration 26Q (10641.520000 sec): 3 clusters
  Score: Raw -4028967.632023 + Penalty 3401.324703 = -4025566.307320
  nChanged 607
		SP:Iteration 27Q (10641.610000 sec): 3 clusters
  Score: Raw -4029151.077714 + Penalty 3401.324703 = -4025749.753011
  nChanged 591
		SP:Iteration 28Q (10641.700000 sec): 3 clusters
  Score: Raw -4029334.051481 + Penalty 3401.324703 = -4025932.726778
  nChanged 600
		SP:Iteration 29Q (10641.790000 sec): 3 clusters
  Score: Raw -4029525.083264 + Penalty 3401.324703 = -4026123.758561
  nChanged 578
		SP:Iteration 30Q (10641.880000 sec): 3 clusters
  Score: Raw -4029714.522829 + Penalty 3401.324703 = -4026313.198126
  nChanged 595
		SP:Iteration 31Q (10641.970000 sec): 3 clusters
  Score: Raw -4029915.887513 + Penalty 3401.324703 = -4026514.562810
  nChanged 612
		SP:Iteration 32Q (10642.060000 sec): 3 clusters
  Score: Raw -4030121.105846 + Penalty 3401.324703 = -4026719.781143
  nChanged 607
		SP:Iteration 33Q (10642.150000 sec): 3 clusters
  Score: Raw -4030316.911356 + Penalty 3401.324703 = -4026915.586653
  nChanged 555
		SP:Iteration 34Q (10642.230000 sec): 3 clusters
  Score: Raw -4030484.884624 + Penalty 3401.324703 = -4027083.559921
  nChanged 517
		SP:Iteration 35Q (10642.320000 sec): 3 clusters
  Score: Raw -4030635.665656 + Penalty 3401.324703 = -4027234.340953
  nChanged 495
		SP:Iteration 36Q (10642.400000 sec): 3 clusters
  Score: Raw -4030782.538742 + Penalty 3401.324703 = -4027381.214039
  nChanged 483
		SP:Iteration 37Q (10642.480000 sec): 3 clusters
  Score: Raw -4030932.145069 + Penalty 3401.324703 = -4027530.820366
  nChanged 499
		SP:Iteration 38Q (10642.570000 sec): 3 clusters
  Score: Raw -4031089.903245 + Penalty 3401.324703 = -4027688.578542
  nChanged 475
		SP:Iteration 39Q (10642.650000 sec): 3 clusters
  Score: Raw -4031225.073767 + Penalty 3401.324703 = -4027823.749064
  nChanged 402
		SP:Iteration 40F (10642.740000 sec): 3 clusters
  Score: Raw -4031340.769330 + Penalty 3401.324703 = -4027939.444627
  nChanged 392
		SP:Iteration 41Q (10642.820000 sec): 3 clusters
  Score: Raw -4031459.761808 + Penalty 3401.324703 = -4028058.437105
  nChanged 410
		SP:Iteration 42Q (10642.900000 sec): 3 clusters
  Score: Raw -4031587.112593 + Penalty 3401.324703 = -4028185.787890
  nChanged 380
		SP:Iteration 43Q (10642.980000 sec): 3 clusters
  Score: Raw -4031701.747967 + Penalty 3401.324703 = -4028300.423264
  nChanged 361
		SP:Iteration 44Q (10643.060000 sec): 3 clusters
  Score: Raw -4031804.242299 + Penalty 3401.324703 = -4028402.917597
  nChanged 318
		SP:Iteration 45Q (10643.150000 sec): 3 clusters
  Score: Raw -4031892.932697 + Penalty 3401.324703 = -4028491.607994
  nChanged 280
		SP:Iteration 46Q (10643.220000 sec): 3 clusters
  Score: Raw -4031966.732308 + Penalty 3401.324703 = -4028565.407605
  nChanged 268
		SP:Iteration 47Q (10643.300000 sec): 3 clusters
  Score: Raw -4032045.358763 + Penalty 3401.324703 = -4028644.034060
  nChanged 261
		SP:Iteration 48Q (10643.380000 sec): 3 clusters
  Score: Raw -4032125.449582 + Penalty 3401.324703 = -4028724.124879
  nChanged 242
		SP:Iteration 49Q (10643.460000 sec): 3 clusters
  Score: Raw -4032198.266063 + Penalty 3401.324703 = -4028796.941360
  nChanged 215
		SP:Iteration 50Q (10643.530000 sec): 3 clusters
  Score: Raw -4032255.521990 + Penalty 3401.324703 = -4028854.197287
  nChanged 188
		SP:Iteration 51Q (10643.610000 sec): 3 clusters
  Score: Raw -4032306.400407 + Penalty 3401.324703 = -4028905.075704
  nChanged 152
		SP:Iteration 52Q (10643.680000 sec): 3 clusters
  Score: Raw -4032342.395437 + Penalty 3401.324703 = -4028941.070734
  nChanged 147
		SP:Iteration 53Q (10643.750000 sec): 3 clusters
  Score: Raw -4032378.605253 + Penalty 3401.324703 = -4028977.280550
  nChanged 134
		SP:Iteration 54Q (10643.830000 sec): 3 clusters
  Score: Raw -4032408.962854 + Penalty 3401.324703 = -4029007.638151
  nChanged 109
		SP:Iteration 55Q (10643.900000 sec): 3 clusters
  Score: Raw -4032434.829123 + Penalty 3401.324703 = -4029033.504420
  nChanged 104
		SP:Iteration 56Q (10643.980000 sec): 3 clusters
  Score: Raw -4032459.439683 + Penalty 3401.324703 = -4029058.114980
  nChanged 106
		SP:Iteration 57Q (10644.050000 sec): 3 clusters
  Score: Raw -4032484.187868 + Penalty 3401.324703 = -4029082.863165
  nChanged 84
		SP:Iteration 58Q (10644.130000 sec): 3 clusters
  Score: Raw -4032504.133262 + Penalty 3401.324703 = -4029102.808559
  nChanged 75
		SP:Iteration 59Q (10644.200000 sec): 3 clusters
  Score: Raw -4032521.090921 + Penalty 3401.324703 = -4029119.766218
  nChanged 76
		SP:Iteration 60F (10644.290000 sec): 3 clusters
  Score: Raw -4032537.314377 + Penalty 3401.324703 = -4029135.989674
  nChanged 76
		SP:Iteration 61Q (10644.360000 sec): 3 clusters
  Score: Raw -4032551.590265 + Penalty 3401.324703 = -4029150.265562
  nChanged 58
		SP:Iteration 62Q (10644.430000 sec): 3 clusters
  Score: Raw -4032562.541721 + Penalty 3401.324703 = -4029161.217018
  nChanged 50
		SP:Iteration 63Q (10644.510000 sec): 3 clusters
  Score: Raw -4032572.727342 + Penalty 3401.324703 = -4029171.402639
  nChanged 52
		SP:Iteration 64Q (10644.580000 sec): 3 clusters
  Score: Raw -4032583.841253 + Penalty 3401.324703 = -4029182.516550
  nChanged 46
		SP:Iteration 65Q (10644.650000 sec): 3 clusters
  Score: Raw -4032592.184153 + Penalty 3401.324703 = -4029190.859450
  nChanged 48
		SP:Iteration 66Q (10644.720000 sec): 3 clusters
  Score: Raw -4032602.242844 + Penalty 3401.324703 = -4029200.918141
  nChanged 59
		SP:Iteration 67Q (10644.790000 sec): 3 clusters
  Score: Raw -4032614.972026 + Penalty 3401.324703 = -4029213.647323
  nChanged 56
		SP:Iteration 68Q (10644.870000 sec): 3 clusters
  Score: Raw -4032628.411322 + Penalty 3401.324703 = -4029227.086619
  nChanged 52
		SP:Iteration 69Q (10644.940000 sec): 3 clusters
  Score: Raw -4032639.104462 + Penalty 3401.324703 = -4029237.779759
  nChanged 48
		SP:Iteration 70Q (10645.010000 sec): 3 clusters
  Score: Raw -4032647.889754 + Penalty 3401.324703 = -4029246.565052
  nChanged 33
		SP:Iteration 71Q (10645.090000 sec): 3 clusters
  Score: Raw -4032652.909257 + Penalty 3401.324703 = -4029251.584554
  nChanged 31
		SP:Iteration 72Q (10645.160000 sec): 3 clusters
  Score: Raw -4032659.031543 + Penalty 3401.324703 = -4029257.706840
  nChanged 34
		SP:Iteration 73Q (10645.230000 sec): 3 clusters
  Score: Raw -4032666.318253 + Penalty 3401.324703 = -4029264.993550
  nChanged 47
		SP:Iteration 74Q (10645.300000 sec): 3 clusters
  Score: Raw -4032677.638136 + Penalty 3401.324703 = -4029276.313433
  nChanged 42
		SP:Iteration 75Q (10645.370000 sec): 3 clusters
  Score: Raw -4032685.570218 + Penalty 3401.324703 = -4029284.245515
  nChanged 39
		SP:Iteration 76Q (10645.440000 sec): 3 clusters
  Score: Raw -4032691.979907 + Penalty 3401.324703 = -4029290.655204
  nChanged 27
		SP:Iteration 77Q (10645.510000 sec): 3 clusters
  Score: Raw -4032697.698580 + Penalty 3401.324703 = -4029296.373878
  nChanged 27
		SP:Iteration 78Q (10645.580000 sec): 3 clusters
  Score: Raw -4032702.746120 + Penalty 3401.324703 = -4029301.421417
  nChanged 22
		SP:Iteration 79Q (10645.650000 sec): 3 clusters
  Score: Raw -4032707.791246 + Penalty 3401.324703 = -4029306.466543
  nChanged 24
		SP:Iteration 80F (10645.750000 sec): 3 clusters
  Score: Raw -4032712.200791 + Penalty 3401.324703 = -4029310.876088
  nChanged 19
		SP:Iteration 81Q (10645.810000 sec): 3 clusters
  Score: Raw -4032715.854980 + Penalty 3401.324703 = -4029314.530277
  nChanged 20
		SP:Iteration 82Q (10645.890000 sec): 3 clusters
  Score: Raw -4032720.319893 + Penalty 3401.324703 = -4029318.995190
  nChanged 17
		SP:Iteration 83Q (10645.960000 sec): 3 clusters
  Score: Raw -4032722.693604 + Penalty 3401.324703 = -4029321.368901
  nChanged 6
		SP:Iteration 84Q (10646.030000 sec): 3 clusters
  Score: Raw -4032723.385303 + Penalty 3401.324703 = -4029322.060601
  nChanged 4
		SP:Iteration 85Q (10646.100000 sec): 3 clusters
  Score: Raw -4032723.851875 + Penalty 3401.324703 = -4029322.527172
  nChanged 1
		SP:Iteration 86Q (10646.170000 sec): 3 clusters
  Score: Raw -4032723.913962 + Penalty 3401.324703 = -4029322.589259
  nChanged 2
		SP:Iteration 87Q (10646.240000 sec): 3 clusters
  Score: Raw -4032724.064782 + Penalty 3401.324703 = -4029322.740079
  nChanged 2
		SP:Iteration 88Q (10646.310000 sec): 3 clusters
  Score: Raw -4032724.331116 + Penalty 3401.324703 = -4029323.006413
  nChanged 1
		SP:Iteration 89Q (10646.380000 sec): 3 clusters
  Score: Raw -4032724.498699 + Penalty 3401.324703 = -4029323.173996
  nChanged 0
		SP:Iteration 90F (10646.470000 sec): 3 clusters
  Score: Raw -4032724.498699 + Penalty 3401.324703 = -4029323.173996
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10646.540000 sec): 2 clusters
  Score: Raw -2376554.711306 + Penalty 1611.551909 = -2374943.159397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10646.600000 sec): 3 clusters
  Score: Raw -2364231.158118 + Penalty 3223.103818 = -2361008.054300
  nChanged 9213
		SP:Iteration 1F (10646.650000 sec): 3 clusters
  Score: Raw -2369395.115866 + Penalty 3223.103818 = -2366172.012048
  nChanged 1087
		SP:Iteration 2F (10646.710000 sec): 3 clusters
  Score: Raw -2369870.724320 + Penalty 3223.103818 = -2366647.620502
  nChanged 1020
		SP:Iteration 3F (10646.760000 sec): 3 clusters
  Score: Raw -2370378.417155 + Penalty 3223.103818 = -2367155.313337
  nChanged 1081
		SP:Iteration 4F (10646.810000 sec): 3 clusters
  Score: Raw -2370969.083380 + Penalty 3223.103818 = -2367745.979562
  nChanged 1095
		SP:Iteration 5F (10646.870000 sec): 3 clusters
  Score: Raw -2371632.773752 + Penalty 3223.103818 = -2368409.669934
  nChanged 1105
		SP:Iteration 6F (10646.920000 sec): 3 clusters
  Score: Raw -2372341.779543 + Penalty 3223.103818 = -2369118.675725
  nChanged 1059
		SP:Iteration 7F (10646.970000 sec): 3 clusters
  Score: Raw -2373054.341832 + Penalty 3223.103818 = -2369831.238014
  nChanged 992
		SP:Iteration 8Q (10647.030000 sec): 3 clusters
  Score: Raw -2373730.911587 + Penalty 3223.103818 = -2370507.807768
  nChanged 898
		SP:Iteration 9Q (10647.080000 sec): 3 clusters
  Score: Raw -2374383.903952 + Penalty 3223.103818 = -2371160.800134
  nChanged 838
		SP:Iteration 10Q (10647.130000 sec): 3 clusters
  Score: Raw -2375019.590642 + Penalty 3223.103818 = -2371796.486823
  nChanged 755
		SP:Iteration 11Q (10647.180000 sec): 3 clusters
  Score: Raw -2375586.282382 + Penalty 3223.103818 = -2372363.178564
  nChanged 574
		SP:Iteration 12Q (10647.230000 sec): 3 clusters
  Score: Raw -2375997.926219 + Penalty 3223.103818 = -2372774.822400
  nChanged 427
		SP:Iteration 13Q (10647.270000 sec): 3 clusters
  Score: Raw -2376290.649448 + Penalty 3223.103818 = -2373067.545630
  nChanged 328
		SP:Iteration 14Q (10647.320000 sec): 3 clusters
  Score: Raw -2376517.926830 + Penalty 3223.103818 = -2373294.823012
  nChanged 263
		SP:Iteration 15Q (10647.360000 sec): 3 clusters
  Score: Raw -2376667.480659 + Penalty 3223.103818 = -2373444.376841
  nChanged 185
		SP:Iteration 16Q (10647.410000 sec): 3 clusters
  Score: Raw -2376755.966484 + Penalty 3223.103818 = -2373532.862665
  nChanged 140
		SP:Iteration 17Q (10647.450000 sec): 3 clusters
  Score: Raw -2376814.274198 + Penalty 3223.103818 = -2373591.170380
  nChanged 117
		SP:Iteration 18Q (10647.490000 sec): 3 clusters
  Score: Raw -2376863.454777 + Penalty 3223.103818 = -2373640.350959
  nChanged 97
		SP:Iteration 19Q (10647.530000 sec): 3 clusters
  Score: Raw -2376902.046368 + Penalty 3223.103818 = -2373678.942550
  nChanged 72
		SP:Iteration 20F (10647.590000 sec): 3 clusters
  Score: Raw -2376930.184612 + Penalty 3223.103818 = -2373707.080794
  nChanged 66
		SP:Iteration 21Q (10647.630000 sec): 3 clusters
  Score: Raw -2376957.246999 + Penalty 3223.103818 = -2373734.143181
  nChanged 54
		SP:Iteration 22Q (10647.670000 sec): 3 clusters
  Score: Raw -2376975.939763 + Penalty 3223.103818 = -2373752.835945
  nChanged 57
		SP:Iteration 23Q (10647.710000 sec): 3 clusters
  Score: Raw -2376998.442942 + Penalty 3223.103818 = -2373775.339124
  nChanged 37
		SP:Iteration 24Q (10647.750000 sec): 3 clusters
  Score: Raw -2377010.321732 + Penalty 3223.103818 = -2373787.217914
  nChanged 36
		SP:Iteration 25Q (10647.790000 sec): 3 clusters
  Score: Raw -2377021.728097 + Penalty 3223.103818 = -2373798.624279
  nChanged 33
		SP:Iteration 26Q (10647.830000 sec): 3 clusters
  Score: Raw -2377034.190135 + Penalty 3223.103818 = -2373811.086317
  nChanged 28
		SP:Iteration 27Q (10647.870000 sec): 3 clusters
  Score: Raw -2377044.532192 + Penalty 3223.103818 = -2373821.428374
  nChanged 27
		SP:Iteration 28Q (10647.910000 sec): 3 clusters
  Score: Raw -2377053.320410 + Penalty 3223.103818 = -2373830.216591
  nChanged 23
		SP:Iteration 29Q (10647.960000 sec): 3 clusters
  Score: Raw -2377061.417314 + Penalty 3223.103818 = -2373838.313496
  nChanged 22
		SP:Iteration 30Q (10648.000000 sec): 3 clusters
  Score: Raw -2377067.757121 + Penalty 3223.103818 = -2373844.653303
  nChanged 16
		SP:Iteration 31Q (10648.040000 sec): 3 clusters
  Score: Raw -2377072.552714 + Penalty 3223.103818 = -2373849.448896
  nChanged 12
		SP:Iteration 32Q (10648.080000 sec): 3 clusters
  Score: Raw -2377076.233035 + Penalty 3223.103818 = -2373853.129217
  nChanged 13
		SP:Iteration 33Q (10648.120000 sec): 3 clusters
  Score: Raw -2377080.339310 + Penalty 3223.103818 = -2373857.235492
  nChanged 15
		SP:Iteration 34Q (10648.160000 sec): 3 clusters
  Score: Raw -2377083.781019 + Penalty 3223.103818 = -2373860.677201
  nChanged 12
		SP:Iteration 35Q (10648.200000 sec): 3 clusters
  Score: Raw -2377085.938158 + Penalty 3223.103818 = -2373862.834340
  nChanged 7
		SP:Iteration 36Q (10648.240000 sec): 3 clusters
  Score: Raw -2377087.036959 + Penalty 3223.103818 = -2373863.933141
  nChanged 3
		SP:Iteration 37Q (10648.280000 sec): 3 clusters
  Score: Raw -2377087.506004 + Penalty 3223.103818 = -2373864.402186
  nChanged 4
		SP:Iteration 38Q (10648.320000 sec): 3 clusters
  Score: Raw -2377088.125554 + Penalty 3223.103818 = -2373865.021736
  nChanged 2
		SP:Iteration 39Q (10648.360000 sec): 3 clusters
  Score: Raw -2377088.570474 + Penalty 3223.103818 = -2373865.466656
  nChanged 3
		SP:Iteration 40F (10648.410000 sec): 3 clusters
  Score: Raw -2377089.354446 + Penalty 3223.103818 = -2373866.250628
  nChanged 4
		SP:Iteration 41Q (10648.460000 sec): 3 clusters
  Score: Raw -2377090.794517 + Penalty 3223.103818 = -2373867.690698
  nChanged 3
		SP:Iteration 42Q (10648.500000 sec): 3 clusters
  Score: Raw -2377091.682108 + Penalty 3223.103818 = -2373868.578290
  nChanged 7
		SP:Iteration 43Q (10648.540000 sec): 3 clusters
  Score: Raw -2377093.594521 + Penalty 3223.103818 = -2373870.490703
  nChanged 4
		SP:Iteration 44Q (10648.580000 sec): 3 clusters
  Score: Raw -2377094.337897 + Penalty 3223.103818 = -2373871.234079
  nChanged 3
		SP:Iteration 45Q (10648.620000 sec): 3 clusters
  Score: Raw -2377095.263585 + Penalty 3223.103818 = -2373872.159766
  nChanged 5
		SP:Iteration 46Q (10648.660000 sec): 3 clusters
  Score: Raw -2377096.466642 + Penalty 3223.103818 = -2373873.362823
  nChanged 3
		SP:Iteration 47Q (10648.700000 sec): 3 clusters
  Score: Raw -2377097.215216 + Penalty 3223.103818 = -2373874.111398
  nChanged 2
		SP:Iteration 48Q (10648.750000 sec): 3 clusters
  Score: Raw -2377097.665274 + Penalty 3223.103818 = -2373874.561456
  nChanged 4
		SP:Iteration 49Q (10648.790000 sec): 3 clusters
  Score: Raw -2377098.715265 + Penalty 3223.103818 = -2373875.611447
  nChanged 1
		SP:Iteration 50Q (10648.830000 sec): 3 clusters
  Score: Raw -2377098.789439 + Penalty 3223.103818 = -2373875.685621
  nChanged 0
		SP:Iteration 51F (10648.880000 sec): 3 clusters
  Score: Raw -2377098.789439 + Penalty 3223.103818 = -2373875.685621
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10648.930000 sec): 2 clusters
  Score: Raw -1613014.708098 + Penalty 1552.743971 = -1611461.964127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10648.960000 sec): 3 clusters
  Score: Raw -1604737.739058 + Penalty 3105.487941 = -1601632.251117
  nChanged 6282
		SP:Iteration 1F (10649.000000 sec): 3 clusters
  Score: Raw -1608168.563678 + Penalty 3105.487941 = -1605063.075737
  nChanged 807
		SP:Iteration 2F (10649.040000 sec): 3 clusters
  Score: Raw -1608484.580231 + Penalty 3105.487941 = -1605379.092290
  nChanged 702
		SP:Iteration 3Q (10649.080000 sec): 3 clusters
  Score: Raw -1608784.563661 + Penalty 3105.487941 = -1605679.075720
  nChanged 731
		SP:Iteration 4F (10649.110000 sec): 3 clusters
  Score: Raw -1609138.136723 + Penalty 3105.487941 = -1606032.648782
  nChanged 730
		SP:Iteration 5F (10649.150000 sec): 3 clusters
  Score: Raw -1609554.059264 + Penalty 3105.487941 = -1606448.571323
  nChanged 801
		SP:Iteration 6F (10649.190000 sec): 3 clusters
  Score: Raw -1610029.794983 + Penalty 3105.487941 = -1606924.307042
  nChanged 805
		SP:Iteration 7F (10649.230000 sec): 3 clusters
  Score: Raw -1610521.129179 + Penalty 3105.487941 = -1607415.641238
  nChanged 761
		SP:Iteration 8F (10649.260000 sec): 3 clusters
  Score: Raw -1610947.856981 + Penalty 3105.487941 = -1607842.369040
  nChanged 632
		SP:Iteration 9Q (10649.300000 sec): 3 clusters
  Score: Raw -1611250.612284 + Penalty 3105.487941 = -1608145.124343
  nChanged 476
		SP:Iteration 10Q (10649.340000 sec): 3 clusters
  Score: Raw -1611453.126331 + Penalty 3105.487941 = -1608347.638390
  nChanged 363
		SP:Iteration 11Q (10649.370000 sec): 3 clusters
  Score: Raw -1611599.759703 + Penalty 3105.487941 = -1608494.271762
  nChanged 337
		SP:Iteration 12Q (10649.410000 sec): 3 clusters
  Score: Raw -1611737.373837 + Penalty 3105.487941 = -1608631.885896
  nChanged 324
		SP:Iteration 13Q (10649.450000 sec): 3 clusters
  Score: Raw -1611872.510613 + Penalty 3105.487941 = -1608767.022672
  nChanged 307
		SP:Iteration 14Q (10649.490000 sec): 3 clusters
  Score: Raw -1612000.049039 + Penalty 3105.487941 = -1608894.561098
  nChanged 281
		SP:Iteration 15Q (10649.530000 sec): 3 clusters
  Score: Raw -1612128.337871 + Penalty 3105.487941 = -1609022.849929
  nChanged 261
		SP:Iteration 16Q (10649.560000 sec): 3 clusters
  Score: Raw -1612250.479926 + Penalty 3105.487941 = -1609144.991985
  nChanged 241
		SP:Iteration 17Q (10649.600000 sec): 3 clusters
  Score: Raw -1612368.549088 + Penalty 3105.487941 = -1609263.061147
  nChanged 231
		SP:Iteration 18Q (10649.640000 sec): 3 clusters
  Score: Raw -1612494.178394 + Penalty 3105.487941 = -1609388.690453
  nChanged 230
		SP:Iteration 19Q (10649.670000 sec): 3 clusters
  Score: Raw -1612622.754567 + Penalty 3105.487941 = -1609517.266626
  nChanged 211
		SP:Iteration 20F (10649.710000 sec): 3 clusters
  Score: Raw -1612744.781671 + Penalty 3105.487941 = -1609639.293730
  nChanged 193
		SP:Iteration 21Q (10649.750000 sec): 3 clusters
  Score: Raw -1612846.820717 + Penalty 3105.487941 = -1609741.332776
  nChanged 139
		SP:Iteration 22Q (10649.790000 sec): 3 clusters
  Score: Raw -1612926.297010 + Penalty 3105.487941 = -1609820.809069
  nChanged 116
		SP:Iteration 23Q (10649.820000 sec): 3 clusters
  Score: Raw -1612988.608716 + Penalty 3105.487941 = -1609883.120775
  nChanged 97
		SP:Iteration 24Q (10649.850000 sec): 3 clusters
  Score: Raw -1613046.605666 + Penalty 3105.487941 = -1609941.117725
  nChanged 70
		SP:Iteration 25Q (10649.890000 sec): 3 clusters
  Score: Raw -1613094.361834 + Penalty 3105.487941 = -1609988.873893
  nChanged 61
		SP:Iteration 26Q (10649.920000 sec): 3 clusters
  Score: Raw -1613131.163880 + Penalty 3105.487941 = -1610025.675939
  nChanged 40
		SP:Iteration 27Q (10649.950000 sec): 3 clusters
  Score: Raw -1613158.098146 + Penalty 3105.487941 = -1610052.610205
  nChanged 37
		SP:Iteration 28Q (10649.990000 sec): 3 clusters
  Score: Raw -1613185.255402 + Penalty 3105.487941 = -1610079.767461
  nChanged 26
		SP:Iteration 29Q (10650.020000 sec): 3 clusters
  Score: Raw -1613205.537752 + Penalty 3105.487941 = -1610100.049811
  nChanged 23
		SP:Iteration 30Q (10650.050000 sec): 3 clusters
  Score: Raw -1613223.164441 + Penalty 3105.487941 = -1610117.676500
  nChanged 22
		SP:Iteration 31Q (10650.080000 sec): 3 clusters
  Score: Raw -1613233.668365 + Penalty 3105.487941 = -1610128.180424
  nChanged 10
		SP:Iteration 32Q (10650.110000 sec): 3 clusters
  Score: Raw -1613241.919765 + Penalty 3105.487941 = -1610136.431824
  nChanged 15
		SP:Iteration 33Q (10650.140000 sec): 3 clusters
  Score: Raw -1613249.988561 + Penalty 3105.487941 = -1610144.500620
  nChanged 12
		SP:Iteration 34Q (10650.170000 sec): 3 clusters
  Score: Raw -1613260.386142 + Penalty 3105.487941 = -1610154.898201
  nChanged 12
		SP:Iteration 35Q (10650.200000 sec): 3 clusters
  Score: Raw -1613269.259672 + Penalty 3105.487941 = -1610163.771731
  nChanged 15
		SP:Iteration 36Q (10650.230000 sec): 3 clusters
  Score: Raw -1613276.966954 + Penalty 3105.487941 = -1610171.479013
  nChanged 11
		SP:Iteration 37Q (10650.260000 sec): 3 clusters
  Score: Raw -1613284.496235 + Penalty 3105.487941 = -1610179.008294
  nChanged 5
		SP:Iteration 38Q (10650.290000 sec): 3 clusters
  Score: Raw -1613286.741894 + Penalty 3105.487941 = -1610181.253953
  nChanged 3
		SP:Iteration 39Q (10650.320000 sec): 3 clusters
  Score: Raw -1613289.475486 + Penalty 3105.487941 = -1610183.987545
  nChanged 2
		SP:Iteration 40F (10650.350000 sec): 3 clusters
  Score: Raw -1613290.639728 + Penalty 3105.487941 = -1610185.151786
  nChanged 2
		SP:Iteration 41Q (10650.390000 sec): 3 clusters
  Score: Raw -1613292.325716 + Penalty 3105.487941 = -1610186.837775
  nChanged 3
		SP:Iteration 42Q (10650.410000 sec): 3 clusters
  Score: Raw -1613294.744811 + Penalty 3105.487941 = -1610189.256870
  nChanged 0
		SP:Iteration 43F (10650.450000 sec): 3 clusters
  Score: Raw -1613294.744811 + Penalty 3105.487941 = -1610189.256870
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (1998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10650.470000 sec): 2 clusters
  Score: Raw -235078.558912 + Penalty 1234.984068 = -233843.574844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10650.480000 sec): 3 clusters
  Score: Raw -234224.200992 + Penalty 2469.968137 = -231754.232855
  nChanged 717
		SP:Iteration 1F (10650.480000 sec): 3 clusters
  Score: Raw -234677.920051 + Penalty 2469.968137 = -232207.951914
  nChanged 143
		SP:Iteration 2F (10650.490000 sec): 3 clusters
  Score: Raw -234782.824993 + Penalty 2469.968137 = -232312.856856
  nChanged 82
		SP:Iteration 3Q (10650.490000 sec): 3 clusters
  Score: Raw -234839.281491 + Penalty 2469.968137 = -232369.313354
  nChanged 47
		SP:Iteration 4Q (10650.500000 sec): 3 clusters
  Score: Raw -234865.224625 + Penalty 2469.968137 = -232395.256488
  nChanged 26
		SP:Iteration 5Q (10650.500000 sec): 3 clusters
  Score: Raw -234875.125944 + Penalty 2469.968137 = -232405.157808
  nChanged 23
		SP:Iteration 6Q (10650.510000 sec): 3 clusters
  Score: Raw -234884.788215 + Penalty 2469.968137 = -232414.820078
  nChanged 17
		SP:Iteration 7Q (10650.510000 sec): 3 clusters
  Score: Raw -234893.751899 + Penalty 2469.968137 = -232423.783762
  nChanged 15
		SP:Iteration 8Q (10650.520000 sec): 3 clusters
  Score: Raw -234900.956388 + Penalty 2469.968137 = -232430.988251
  nChanged 14
		SP:Iteration 9Q (10650.520000 sec): 3 clusters
  Score: Raw -234907.685448 + Penalty 2469.968137 = -232437.717311
  nChanged 14
		SP:Iteration 10Q (10650.530000 sec): 3 clusters
  Score: Raw -234914.627109 + Penalty 2469.968137 = -232444.658973
  nChanged 16
		SP:Iteration 11Q (10650.530000 sec): 3 clusters
  Score: Raw -234921.176617 + Penalty 2469.968137 = -232451.208481
  nChanged 16
		SP:Iteration 12Q (10650.540000 sec): 3 clusters
  Score: Raw -234929.044050 + Penalty 2469.968137 = -232459.075913
  nChanged 14
		SP:Iteration 13Q (10650.540000 sec): 3 clusters
  Score: Raw -234934.692873 + Penalty 2469.968137 = -232464.724736
  nChanged 17
		SP:Iteration 14Q (10650.550000 sec): 3 clusters
  Score: Raw -234943.848844 + Penalty 2469.968137 = -232473.880708
  nChanged 13
		SP:Iteration 15Q (10650.550000 sec): 3 clusters
  Score: Raw -234950.828414 + Penalty 2469.968137 = -232480.860277
  nChanged 15
		SP:Iteration 16Q (10650.560000 sec): 3 clusters
  Score: Raw -234957.371265 + Penalty 2469.968137 = -232487.403128
  nChanged 16
		SP:Iteration 17Q (10650.560000 sec): 3 clusters
  Score: Raw -234967.391810 + Penalty 2469.968137 = -232497.423673
  nChanged 23
		SP:Iteration 18Q (10650.570000 sec): 3 clusters
  Score: Raw -234981.044084 + Penalty 2469.968137 = -232511.075948
  nChanged 16
		SP:Iteration 19Q (10650.570000 sec): 3 clusters
  Score: Raw -234990.847175 + Penalty 2469.968137 = -232520.879038
  nChanged 16
		SP:Iteration 20F (10650.580000 sec): 3 clusters
  Score: Raw -234999.643288 + Penalty 2469.968137 = -232529.675151
  nChanged 12
		SP:Iteration 21Q (10650.580000 sec): 3 clusters
  Score: Raw -235004.698516 + Penalty 2469.968137 = -232534.730380
  nChanged 8
		SP:Iteration 22Q (10650.590000 sec): 3 clusters
  Score: Raw -235008.821636 + Penalty 2469.968137 = -232538.853499
  nChanged 8
		SP:Iteration 23Q (10650.590000 sec): 3 clusters
  Score: Raw -235011.577321 + Penalty 2469.968137 = -232541.609184
  nChanged 9
		SP:Iteration 24Q (10650.600000 sec): 3 clusters
  Score: Raw -235016.430574 + Penalty 2469.968137 = -232546.462437
  nChanged 7
		SP:Iteration 25Q (10650.600000 sec): 3 clusters
  Score: Raw -235020.413766 + Penalty 2469.968137 = -232550.445629
  nChanged 12
		SP:Iteration 26Q (10650.610000 sec): 3 clusters
  Score: Raw -235027.784478 + Penalty 2469.968137 = -232557.816341
  nChanged 14
		SP:Iteration 27Q (10650.610000 sec): 3 clusters
  Score: Raw -235034.798611 + Penalty 2469.968137 = -232564.830474
  nChanged 10
		SP:Iteration 28Q (10650.620000 sec): 3 clusters
  Score: Raw -235039.489192 + Penalty 2469.968137 = -232569.521055
  nChanged 6
		SP:Iteration 29Q (10650.620000 sec): 3 clusters
  Score: Raw -235042.735676 + Penalty 2469.968137 = -232572.767540
  nChanged 11
		SP:Iteration 30Q (10650.630000 sec): 3 clusters
  Score: Raw -235051.582636 + Penalty 2469.968137 = -232581.614500
  nChanged 10
		SP:Iteration 31Q (10650.630000 sec): 3 clusters
  Score: Raw -235058.396887 + Penalty 2469.968137 = -232588.428750
  nChanged 15
		SP:Iteration 32Q (10650.640000 sec): 3 clusters
  Score: Raw -235068.449973 + Penalty 2469.968137 = -232598.481837
  nChanged 9
		SP:Iteration 33Q (10650.640000 sec): 3 clusters
  Score: Raw -235076.588340 + Penalty 2469.968137 = -232606.620203
  nChanged 16
		SP:Iteration 34Q (10650.650000 sec): 3 clusters
  Score: Raw -235092.355377 + Penalty 2469.968137 = -232622.387240
  nChanged 24
		SP:Iteration 35Q (10650.650000 sec): 3 clusters
  Score: Raw -235110.741368 + Penalty 2469.968137 = -232640.773231
  nChanged 15
		SP:Iteration 36Q (10650.660000 sec): 3 clusters
  Score: Raw -235121.541630 + Penalty 2469.968137 = -232651.573493
  nChanged 12
		SP:Iteration 37Q (10650.660000 sec): 3 clusters
  Score: Raw -235129.868725 + Penalty 2469.968137 = -232659.900588
  nChanged 16
		SP:Iteration 38Q (10650.660000 sec): 3 clusters
  Score: Raw -235142.416048 + Penalty 2469.968137 = -232672.447911
  nChanged 15
		SP:Iteration 39Q (10650.670000 sec): 3 clusters
  Score: Raw -235153.377586 + Penalty 2469.968137 = -232683.409449
  nChanged 5
		SP:Iteration 40F (10650.680000 sec): 3 clusters
  Score: Raw -235156.041539 + Penalty 2469.968137 = -232686.073402
  nChanged 4
		SP:Iteration 41Q (10650.680000 sec): 3 clusters
  Score: Raw -235159.122366 + Penalty 2469.968137 = -232689.154229
  nChanged 3
		SP:Iteration 42Q (10650.680000 sec): 3 clusters
  Score: Raw -235160.548706 + Penalty 2469.968137 = -232690.580569
  nChanged 3
		SP:Iteration 43Q (10650.690000 sec): 3 clusters
  Score: Raw -235162.727047 + Penalty 2469.968137 = -232692.758910
  nChanged 5
		SP:Iteration 44Q (10650.690000 sec): 3 clusters
  Score: Raw -235165.393741 + Penalty 2469.968137 = -232695.425605
  nChanged 4
		SP:Iteration 45Q (10650.700000 sec): 3 clusters
  Score: Raw -235167.906845 + Penalty 2469.968137 = -232697.938708
  nChanged 3
		SP:Iteration 46Q (10650.700000 sec): 3 clusters
  Score: Raw -235169.553593 + Penalty 2469.968137 = -232699.585457
  nChanged 2
		SP:Iteration 47Q (10650.710000 sec): 3 clusters
  Score: Raw -235170.392149 + Penalty 2469.968137 = -232700.424012
  nChanged 3
		SP:Iteration 48Q (10650.710000 sec): 3 clusters
  Score: Raw -235172.285514 + Penalty 2469.968137 = -232702.317378
  nChanged 0
		SP:Iteration 49F (10650.720000 sec): 3 clusters
  Score: Raw -235172.285514 + Penalty 2469.968137 = -232702.317378
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10650.740000 sec): 2 clusters
  Score: Raw -755267.389282 + Penalty 1431.141230 = -753836.248052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10650.760000 sec): 3 clusters
  Score: Raw -751651.114060 + Penalty 2862.282461 = -748788.831599
  nChanged 2782
		SP:Iteration 1F (10650.780000 sec): 3 clusters
  Score: Raw -753141.799267 + Penalty 2862.282461 = -750279.516806
  nChanged 466
		SP:Iteration 2F (10650.790000 sec): 3 clusters
  Score: Raw -753367.617932 + Penalty 2862.282461 = -750505.335471
  nChanged 369
		SP:Iteration 3F (10650.810000 sec): 3 clusters
  Score: Raw -753530.602245 + Penalty 2862.282461 = -750668.319784
  nChanged 278
		SP:Iteration 4Q (10650.830000 sec): 3 clusters
  Score: Raw -753652.335857 + Penalty 2862.282461 = -750790.053396
  nChanged 230
		SP:Iteration 5Q (10650.840000 sec): 3 clusters
  Score: Raw -753764.155229 + Penalty 2862.282461 = -750901.872768
  nChanged 252
		SP:Iteration 6Q (10650.860000 sec): 3 clusters
  Score: Raw -753883.836253 + Penalty 2862.282461 = -751021.553793
  nChanged 204
		SP:Iteration 7Q (10650.880000 sec): 3 clusters
  Score: Raw -753972.322836 + Penalty 2862.282461 = -751110.040375
  nChanged 186
		SP:Iteration 8Q (10650.900000 sec): 3 clusters
  Score: Raw -754052.842725 + Penalty 2862.282461 = -751190.560264
  nChanged 187
		SP:Iteration 9Q (10650.910000 sec): 3 clusters
  Score: Raw -754142.238206 + Penalty 2862.282461 = -751279.955745
  nChanged 190
		SP:Iteration 10Q (10650.930000 sec): 3 clusters
  Score: Raw -754245.439416 + Penalty 2862.282461 = -751383.156955
  nChanged 212
		SP:Iteration 11Q (10650.950000 sec): 3 clusters
  Score: Raw -754390.897624 + Penalty 2862.282461 = -751528.615163
  nChanged 251
		SP:Iteration 12Q (10650.960000 sec): 3 clusters
  Score: Raw -754590.047410 + Penalty 2862.282461 = -751727.764949
  nChanged 262
		SP:Iteration 13Q (10650.980000 sec): 3 clusters
  Score: Raw -754809.602176 + Penalty 2862.282461 = -751947.319715
  nChanged 247
		SP:Iteration 14Q (10651.000000 sec): 3 clusters
  Score: Raw -755022.913657 + Penalty 2862.282461 = -752160.631197
  nChanged 235
		SP:Iteration 15Q (10651.010000 sec): 3 clusters
  Score: Raw -755196.734458 + Penalty 2862.282461 = -752334.451997
  nChanged 213
		SP:Iteration 16Q (10651.030000 sec): 3 clusters
  Score: Raw -755332.583923 + Penalty 2862.282461 = -752470.301462
  nChanged 165
		SP:Iteration 17Q (10651.040000 sec): 3 clusters
  Score: Raw -755427.214082 + Penalty 2862.282461 = -752564.931621
  nChanged 143
		SP:Iteration 18Q (10651.060000 sec): 3 clusters
  Score: Raw -755510.436708 + Penalty 2862.282461 = -752648.154247
  nChanged 129
		SP:Iteration 19Q (10651.080000 sec): 3 clusters
  Score: Raw -755583.128578 + Penalty 2862.282461 = -752720.846118
  nChanged 105
		SP:Iteration 20F (10651.090000 sec): 3 clusters
  Score: Raw -755631.435818 + Penalty 2862.282461 = -752769.153357
  nChanged 89
		SP:Iteration 21Q (10651.110000 sec): 3 clusters
  Score: Raw -755663.554641 + Penalty 2862.282461 = -752801.272180
  nChanged 61
		SP:Iteration 22Q (10651.120000 sec): 3 clusters
  Score: Raw -755680.167578 + Penalty 2862.282461 = -752817.885118
  nChanged 39
		SP:Iteration 23Q (10651.140000 sec): 3 clusters
  Score: Raw -755689.279292 + Penalty 2862.282461 = -752826.996831
  nChanged 27
		SP:Iteration 24Q (10651.150000 sec): 3 clusters
  Score: Raw -755695.471898 + Penalty 2862.282461 = -752833.189437
  nChanged 20
		SP:Iteration 25Q (10651.170000 sec): 3 clusters
  Score: Raw -755699.829000 + Penalty 2862.282461 = -752837.546539
  nChanged 15
		SP:Iteration 26Q (10651.180000 sec): 3 clusters
  Score: Raw -755703.303478 + Penalty 2862.282461 = -752841.021017
  nChanged 15
		SP:Iteration 27Q (10651.200000 sec): 3 clusters
  Score: Raw -755707.521022 + Penalty 2862.282461 = -752845.238561
  nChanged 19
		SP:Iteration 28Q (10651.210000 sec): 3 clusters
  Score: Raw -755711.397492 + Penalty 2862.282461 = -752849.115032
  nChanged 10
		SP:Iteration 29Q (10651.220000 sec): 3 clusters
  Score: Raw -755712.879243 + Penalty 2862.282461 = -752850.596782
  nChanged 9
		SP:Iteration 30Q (10651.240000 sec): 3 clusters
  Score: Raw -755715.922842 + Penalty 2862.282461 = -752853.640382
  nChanged 14
		SP:Iteration 31Q (10651.260000 sec): 3 clusters
  Score: Raw -755718.802878 + Penalty 2862.282461 = -752856.520417
  nChanged 11
		SP:Iteration 32Q (10651.270000 sec): 3 clusters
  Score: Raw -755720.278591 + Penalty 2862.282461 = -752857.996130
  nChanged 7
		SP:Iteration 33Q (10651.280000 sec): 3 clusters
  Score: Raw -755721.627814 + Penalty 2862.282461 = -752859.345353
  nChanged 7
		SP:Iteration 34Q (10651.300000 sec): 3 clusters
  Score: Raw -755722.822832 + Penalty 2862.282461 = -752860.540372
  nChanged 3
		SP:Iteration 35Q (10651.310000 sec): 3 clusters
  Score: Raw -755723.427988 + Penalty 2862.282461 = -752861.145527
  nChanged 1
		SP:Iteration 36Q (10651.320000 sec): 3 clusters
  Score: Raw -755723.535705 + Penalty 2862.282461 = -752861.253244
  nChanged 0
		SP:Iteration 37F (10651.340000 sec): 3 clusters
  Score: Raw -755723.535705 + Penalty 2862.282461 = -752861.253244
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10651.350000 sec): 2 clusters
  Score: Raw -180931.299340 + Penalty 1201.004760 = -179730.294581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10651.360000 sec): 3 clusters
  Score: Raw -180334.477894 + Penalty 2402.009520 = -177932.468375
  nChanged 564
		SP:Iteration 1F (10651.360000 sec): 3 clusters
  Score: Raw -181028.581559 + Penalty 2402.009520 = -178626.572039
  nChanged 167
		SP:Iteration 2F (10651.360000 sec): 3 clusters
  Score: Raw -181346.201840 + Penalty 2402.009520 = -178944.192320
  nChanged 143
		SP:Iteration 3F (10651.370000 sec): 3 clusters
  Score: Raw -181529.770250 + Penalty 2402.009520 = -179127.760730
  nChanged 112
		SP:Iteration 4F (10651.370000 sec): 3 clusters
  Score: Raw -181679.496737 + Penalty 2402.009520 = -179277.487217
  nChanged 86
		SP:Iteration 5F (10651.380000 sec): 3 clusters
  Score: Raw -181788.337073 + Penalty 2402.009520 = -179386.327553
  nChanged 56
		SP:Iteration 6Q (10651.380000 sec): 3 clusters
  Score: Raw -181858.054195 + Penalty 2402.009520 = -179456.044675
  nChanged 32
		SP:Iteration 7Q (10651.380000 sec): 3 clusters
  Score: Raw -181916.779502 + Penalty 2402.009520 = -179514.769982
  nChanged 21
		SP:Iteration 8Q (10651.390000 sec): 3 clusters
  Score: Raw -181958.355729 + Penalty 2402.009520 = -179556.346210
  nChanged 15
		SP:Iteration 9Q (10651.390000 sec): 3 clusters
  Score: Raw -181986.820507 + Penalty 2402.009520 = -179584.810988
  nChanged 10
		SP:Iteration 10Q (10651.400000 sec): 3 clusters
  Score: Raw -182003.444690 + Penalty 2402.009520 = -179601.435170
  nChanged 2
		SP:Iteration 11Q (10651.400000 sec): 3 clusters
  Score: Raw -182008.411715 + Penalty 2402.009520 = -179606.402195
  nChanged 3
		SP:Iteration 12Q (10651.400000 sec): 3 clusters
  Score: Raw -182012.231202 + Penalty 2402.009520 = -179610.221683
  nChanged 1
		SP:Iteration 13Q (10651.400000 sec): 3 clusters
  Score: Raw -182012.902810 + Penalty 2402.009520 = -179610.893290
  nChanged 1
		SP:Iteration 14Q (10651.410000 sec): 3 clusters
  Score: Raw -182014.583457 + Penalty 2402.009520 = -179612.573938
  nChanged 1
		SP:Iteration 15Q (10651.410000 sec): 3 clusters
  Score: Raw -182017.940076 + Penalty 2402.009520 = -179615.930556
  nChanged 1
		SP:Iteration 16Q (10651.420000 sec): 3 clusters
  Score: Raw -182019.618909 + Penalty 2402.009520 = -179617.609390
  nChanged 0
		SP:Iteration 17F (10651.420000 sec): 3 clusters
  Score: Raw -182019.618909 + Penalty 2402.009520 = -179617.609390
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (15078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10651.470000 sec): 2 clusters
  Score: Raw -1719914.512173 + Penalty 1563.411201 = -1718351.100972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10651.510000 sec): 3 clusters
  Score: Raw -1711051.322199 + Penalty 3126.822402 = -1707924.499797
  nChanged 6676
		SP:Iteration 1F (10651.550000 sec): 3 clusters
  Score: Raw -1714678.069032 + Penalty 3126.822402 = -1711551.246630
  nChanged 817
		SP:Iteration 2F (10651.580000 sec): 3 clusters
  Score: Raw -1715018.539225 + Penalty 3126.822402 = -1711891.716823
  nChanged 760
		SP:Iteration 3F (10651.620000 sec): 3 clusters
  Score: Raw -1715413.079941 + Penalty 3126.822402 = -1712286.257538
  nChanged 808
		SP:Iteration 4F (10651.660000 sec): 3 clusters
  Score: Raw -1715928.882016 + Penalty 3126.822402 = -1712802.059614
  nChanged 901
		SP:Iteration 5F (10651.700000 sec): 3 clusters
  Score: Raw -1716615.824869 + Penalty 3126.822402 = -1713489.002467
  nChanged 1006
		SP:Iteration 6F (10651.740000 sec): 3 clusters
  Score: Raw -1717389.018790 + Penalty 3126.822402 = -1714262.196388
  nChanged 964
		SP:Iteration 7F (10651.780000 sec): 3 clusters
  Score: Raw -1718142.548667 + Penalty 3126.822402 = -1715015.726265
  nChanged 874
		SP:Iteration 8F (10651.820000 sec): 3 clusters
  Score: Raw -1718769.322656 + Penalty 3126.822402 = -1715642.500254
  nChanged 722
		SP:Iteration 9Q (10651.860000 sec): 3 clusters
  Score: Raw -1719209.585361 + Penalty 3126.822402 = -1716082.762959
  nChanged 554
		SP:Iteration 10Q (10651.900000 sec): 3 clusters
  Score: Raw -1719497.078250 + Penalty 3126.822402 = -1716370.255848
  nChanged 419
		SP:Iteration 11Q (10651.940000 sec): 3 clusters
  Score: Raw -1719668.537168 + Penalty 3126.822402 = -1716541.714766
  nChanged 286
		SP:Iteration 12Q (10651.970000 sec): 3 clusters
  Score: Raw -1719755.070570 + Penalty 3126.822402 = -1716628.248168
  nChanged 201
		SP:Iteration 13Q (10652.010000 sec): 3 clusters
  Score: Raw -1719829.588395 + Penalty 3126.822402 = -1716702.765993
  nChanged 193
		SP:Iteration 14Q (10652.050000 sec): 3 clusters
  Score: Raw -1719894.212020 + Penalty 3126.822402 = -1716767.389618
  nChanged 179
		SP:Iteration 15Q (10652.080000 sec): 3 clusters
  Score: Raw -1719950.197114 + Penalty 3126.822402 = -1716823.374712
  nChanged 154
		SP:Iteration 16Q (10652.120000 sec): 3 clusters
  Score: Raw -1719991.845323 + Penalty 3126.822402 = -1716865.022921
  nChanged 126
		SP:Iteration 17Q (10652.150000 sec): 3 clusters
  Score: Raw -1720024.491342 + Penalty 3126.822402 = -1716897.668939
  nChanged 124
		SP:Iteration 18Q (10652.190000 sec): 3 clusters
  Score: Raw -1720055.431136 + Penalty 3126.822402 = -1716928.608734
  nChanged 98
		SP:Iteration 19Q (10652.220000 sec): 3 clusters
  Score: Raw -1720083.013669 + Penalty 3126.822402 = -1716956.191267
  nChanged 108
		SP:Iteration 20F (10652.260000 sec): 3 clusters
  Score: Raw -1720113.710651 + Penalty 3126.822402 = -1716986.888248
  nChanged 97
		SP:Iteration 21Q (10652.300000 sec): 3 clusters
  Score: Raw -1720140.371674 + Penalty 3126.822402 = -1717013.549272
  nChanged 96
		SP:Iteration 22Q (10652.330000 sec): 3 clusters
  Score: Raw -1720169.408458 + Penalty 3126.822402 = -1717042.586055
  nChanged 109
		SP:Iteration 23Q (10652.370000 sec): 3 clusters
  Score: Raw -1720198.598063 + Penalty 3126.822402 = -1717071.775661
  nChanged 96
		SP:Iteration 24Q (10652.400000 sec): 3 clusters
  Score: Raw -1720226.691326 + Penalty 3126.822402 = -1717099.868924
  nChanged 106
		SP:Iteration 25Q (10652.440000 sec): 3 clusters
  Score: Raw -1720260.041282 + Penalty 3126.822402 = -1717133.218880
  nChanged 98
		SP:Iteration 26Q (10652.470000 sec): 3 clusters
  Score: Raw -1720288.845575 + Penalty 3126.822402 = -1717162.023173
  nChanged 106
		SP:Iteration 27Q (10652.500000 sec): 3 clusters
  Score: Raw -1720327.475367 + Penalty 3126.822402 = -1717200.652965
  nChanged 120
		SP:Iteration 28Q (10652.540000 sec): 3 clusters
  Score: Raw -1720379.011206 + Penalty 3126.822402 = -1717252.188804
  nChanged 110
		SP:Iteration 29Q (10652.570000 sec): 3 clusters
  Score: Raw -1720420.832967 + Penalty 3126.822402 = -1717294.010565
  nChanged 107
		SP:Iteration 30Q (10652.610000 sec): 3 clusters
  Score: Raw -1720461.576213 + Penalty 3126.822402 = -1717334.753810
  nChanged 104
		SP:Iteration 31Q (10652.640000 sec): 3 clusters
  Score: Raw -1720504.711985 + Penalty 3126.822402 = -1717377.889583
  nChanged 91
		SP:Iteration 32Q (10652.680000 sec): 3 clusters
  Score: Raw -1720536.704679 + Penalty 3126.822402 = -1717409.882276
  nChanged 70
		SP:Iteration 33Q (10652.710000 sec): 3 clusters
  Score: Raw -1720562.873591 + Penalty 3126.822402 = -1717436.051189
  nChanged 69
		SP:Iteration 34Q (10652.740000 sec): 3 clusters
  Score: Raw -1720586.571220 + Penalty 3126.822402 = -1717459.748818
  nChanged 66
		SP:Iteration 35Q (10652.780000 sec): 3 clusters
  Score: Raw -1720608.909107 + Penalty 3126.822402 = -1717482.086704
  nChanged 56
		SP:Iteration 36Q (10652.810000 sec): 3 clusters
  Score: Raw -1720625.686594 + Penalty 3126.822402 = -1717498.864192
  nChanged 58
		SP:Iteration 37Q (10652.840000 sec): 3 clusters
  Score: Raw -1720645.508370 + Penalty 3126.822402 = -1717518.685968
  nChanged 55
		SP:Iteration 38Q (10652.880000 sec): 3 clusters
  Score: Raw -1720663.246932 + Penalty 3126.822402 = -1717536.424530
  nChanged 52
		SP:Iteration 39Q (10652.910000 sec): 3 clusters
  Score: Raw -1720678.258178 + Penalty 3126.822402 = -1717551.435776
  nChanged 52
		SP:Iteration 40F (10652.950000 sec): 3 clusters
  Score: Raw -1720693.590741 + Penalty 3126.822402 = -1717566.768339
  nChanged 42
		SP:Iteration 41Q (10652.980000 sec): 3 clusters
  Score: Raw -1720703.250983 + Penalty 3126.822402 = -1717576.428581
  nChanged 35
		SP:Iteration 42Q (10653.010000 sec): 3 clusters
  Score: Raw -1720710.168792 + Penalty 3126.822402 = -1717583.346390
  nChanged 24
		SP:Iteration 43Q (10653.040000 sec): 3 clusters
  Score: Raw -1720713.815635 + Penalty 3126.822402 = -1717586.993233
  nChanged 14
		SP:Iteration 44Q (10653.080000 sec): 3 clusters
  Score: Raw -1720716.222739 + Penalty 3126.822402 = -1717589.400337
  nChanged 8
		SP:Iteration 45Q (10653.110000 sec): 3 clusters
  Score: Raw -1720717.863113 + Penalty 3126.822402 = -1717591.040711
  nChanged 10
		SP:Iteration 46Q (10653.140000 sec): 3 clusters
  Score: Raw -1720720.015233 + Penalty 3126.822402 = -1717593.192831
  nChanged 16
		SP:Iteration 47Q (10653.180000 sec): 3 clusters
  Score: Raw -1720723.686541 + Penalty 3126.822402 = -1717596.864139
  nChanged 16
		SP:Iteration 48Q (10653.210000 sec): 3 clusters
  Score: Raw -1720726.850751 + Penalty 3126.822402 = -1717600.028349
  nChanged 11
		SP:Iteration 49Q (10653.240000 sec): 3 clusters
  Score: Raw -1720728.364011 + Penalty 3126.822402 = -1717601.541608
  nChanged 5
		SP:Iteration 50Q (10653.270000 sec): 3 clusters
  Score: Raw -1720729.289931 + Penalty 3126.822402 = -1717602.467529
  nChanged 4
		SP:Iteration 51Q (10653.300000 sec): 3 clusters
  Score: Raw -1720730.160206 + Penalty 3126.822402 = -1717603.337804
  nChanged 6
		SP:Iteration 52Q (10653.340000 sec): 3 clusters
  Score: Raw -1720730.819755 + Penalty 3126.822402 = -1717603.997353
  nChanged 3
		SP:Iteration 53Q (10653.370000 sec): 3 clusters
  Score: Raw -1720731.509396 + Penalty 3126.822402 = -1717604.686994
  nChanged 4
		SP:Iteration 54Q (10653.400000 sec): 3 clusters
  Score: Raw -1720732.240685 + Penalty 3126.822402 = -1717605.418283
  nChanged 3
		SP:Iteration 55Q (10653.440000 sec): 3 clusters
  Score: Raw -1720732.548911 + Penalty 3126.822402 = -1717605.726509
  nChanged 1
		SP:Iteration 56Q (10653.470000 sec): 3 clusters
  Score: Raw -1720732.739282 + Penalty 3126.822402 = -1717605.916880
  nChanged 1
		SP:Iteration 57Q (10653.500000 sec): 3 clusters
  Score: Raw -1720732.891669 + Penalty 3126.822402 = -1717606.069267
  nChanged 2
		SP:Iteration 58Q (10653.530000 sec): 3 clusters
  Score: Raw -1720733.071784 + Penalty 3126.822402 = -1717606.249382
  nChanged 1
		SP:Iteration 59Q (10653.560000 sec): 3 clusters
  Score: Raw -1720733.134524 + Penalty 3126.822402 = -1717606.312122
  nChanged 0
		SP:Iteration 60F (10653.600000 sec): 3 clusters
  Score: Raw -1720733.134524 + Penalty 3126.822402 = -1717606.312122
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (2378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10653.620000 sec): 2 clusters
  Score: Raw -214551.165793 + Penalty 1263.277450 = -213287.888343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10653.630000 sec): 3 clusters
  Score: Raw -213553.439439 + Penalty 2526.554900 = -211026.884539
  nChanged 884
		SP:Iteration 1F (10653.630000 sec): 3 clusters
  Score: Raw -214308.525061 + Penalty 2526.554900 = -211781.970161
  nChanged 224
		SP:Iteration 2F (10653.640000 sec): 3 clusters
  Score: Raw -214588.667132 + Penalty 2526.554900 = -212062.112231
  nChanged 178
		SP:Iteration 3F (10653.640000 sec): 3 clusters
  Score: Raw -214819.669916 + Penalty 2526.554900 = -212293.115015
  nChanged 126
		SP:Iteration 4F (10653.650000 sec): 3 clusters
  Score: Raw -214964.520315 + Penalty 2526.554900 = -212437.965415
  nChanged 95
		SP:Iteration 5Q (10653.660000 sec): 3 clusters
  Score: Raw -215044.880797 + Penalty 2526.554900 = -212518.325897
  nChanged 70
		SP:Iteration 6Q (10653.660000 sec): 3 clusters
  Score: Raw -215095.285367 + Penalty 2526.554900 = -212568.730467
  nChanged 44
		SP:Iteration 7Q (10653.670000 sec): 3 clusters
  Score: Raw -215122.306829 + Penalty 2526.554900 = -212595.751929
  nChanged 39
		SP:Iteration 8Q (10653.670000 sec): 3 clusters
  Score: Raw -215145.318103 + Penalty 2526.554900 = -212618.763203
  nChanged 35
		SP:Iteration 9Q (10653.680000 sec): 3 clusters
  Score: Raw -215160.781052 + Penalty 2526.554900 = -212634.226152
  nChanged 24
		SP:Iteration 10Q (10653.680000 sec): 3 clusters
  Score: Raw -215171.005352 + Penalty 2526.554900 = -212644.450452
  nChanged 18
		SP:Iteration 11Q (10653.690000 sec): 3 clusters
  Score: Raw -215182.933423 + Penalty 2526.554900 = -212656.378523
  nChanged 20
		SP:Iteration 12Q (10653.700000 sec): 3 clusters
  Score: Raw -215198.704047 + Penalty 2526.554900 = -212672.149147
  nChanged 23
		SP:Iteration 13Q (10653.700000 sec): 3 clusters
  Score: Raw -215211.127571 + Penalty 2526.554900 = -212684.572671
  nChanged 24
		SP:Iteration 14Q (10653.700000 sec): 3 clusters
  Score: Raw -215227.070090 + Penalty 2526.554900 = -212700.515190
  nChanged 17
		SP:Iteration 15Q (10653.710000 sec): 3 clusters
  Score: Raw -215235.336249 + Penalty 2526.554900 = -212708.781349
  nChanged 8
		SP:Iteration 16Q (10653.720000 sec): 3 clusters
  Score: Raw -215238.597784 + Penalty 2526.554900 = -212712.042884
  nChanged 4
		SP:Iteration 17Q (10653.720000 sec): 3 clusters
  Score: Raw -215240.673526 + Penalty 2526.554900 = -212714.118626
  nChanged 2
		SP:Iteration 18Q (10653.730000 sec): 3 clusters
  Score: Raw -215241.027046 + Penalty 2526.554900 = -212714.472146
  nChanged 1
		SP:Iteration 19Q (10653.730000 sec): 3 clusters
  Score: Raw -215241.233860 + Penalty 2526.554900 = -212714.678960
  nChanged 1
		SP:Iteration 20F (10653.740000 sec): 3 clusters
  Score: Raw -215241.521330 + Penalty 2526.554900 = -212714.966430
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10653.770000 sec): 2 clusters
  Score: Raw -1175638.442182 + Penalty 1501.373141 = -1174137.069041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10653.800000 sec): 3 clusters
  Score: Raw -1169801.382338 + Penalty 3002.746283 = -1166798.636056
  nChanged 4456
		SP:Iteration 1F (10653.820000 sec): 3 clusters
  Score: Raw -1172179.135815 + Penalty 3002.746283 = -1169176.389533
  nChanged 706
		SP:Iteration 2F (10653.850000 sec): 3 clusters
  Score: Raw -1172539.799738 + Penalty 3002.746283 = -1169537.053455
  nChanged 617
		SP:Iteration 3F (10653.880000 sec): 3 clusters
  Score: Raw -1172836.531761 + Penalty 3002.746283 = -1169833.785478
  nChanged 517
		SP:Iteration 4F (10653.900000 sec): 3 clusters
  Score: Raw -1173064.303194 + Penalty 3002.746283 = -1170061.556911
  nChanged 438
		SP:Iteration 5Q (10653.930000 sec): 3 clusters
  Score: Raw -1173240.801684 + Penalty 3002.746283 = -1170238.055401
  nChanged 365
		SP:Iteration 6Q (10653.960000 sec): 3 clusters
  Score: Raw -1173378.231274 + Penalty 3002.746283 = -1170375.484992
  nChanged 324
		SP:Iteration 7Q (10653.980000 sec): 3 clusters
  Score: Raw -1173506.276349 + Penalty 3002.746283 = -1170503.530066
  nChanged 299
		SP:Iteration 8Q (10654.010000 sec): 3 clusters
  Score: Raw -1173618.577644 + Penalty 3002.746283 = -1170615.831361
  nChanged 301
		SP:Iteration 9Q (10654.030000 sec): 3 clusters
  Score: Raw -1173760.017396 + Penalty 3002.746283 = -1170757.271113
  nChanged 325
		SP:Iteration 10Q (10654.060000 sec): 3 clusters
  Score: Raw -1173939.591969 + Penalty 3002.746283 = -1170936.845686
  nChanged 370
		SP:Iteration 11Q (10654.080000 sec): 3 clusters
  Score: Raw -1174174.868537 + Penalty 3002.746283 = -1171172.122254
  nChanged 381
		SP:Iteration 12Q (10654.110000 sec): 3 clusters
  Score: Raw -1174391.776531 + Penalty 3002.746283 = -1171389.030248
  nChanged 364
		SP:Iteration 13Q (10654.140000 sec): 3 clusters
  Score: Raw -1174620.091915 + Penalty 3002.746283 = -1171617.345632
  nChanged 351
		SP:Iteration 14Q (10654.160000 sec): 3 clusters
  Score: Raw -1174824.191187 + Penalty 3002.746283 = -1171821.444904
  nChanged 329
		SP:Iteration 15Q (10654.190000 sec): 3 clusters
  Score: Raw -1175013.145284 + Penalty 3002.746283 = -1172010.399001
  nChanged 300
		SP:Iteration 16Q (10654.210000 sec): 3 clusters
  Score: Raw -1175196.596421 + Penalty 3002.746283 = -1172193.850138
  nChanged 299
		SP:Iteration 17Q (10654.240000 sec): 3 clusters
  Score: Raw -1175401.000613 + Penalty 3002.746283 = -1172398.254330
  nChanged 288
		SP:Iteration 18Q (10654.260000 sec): 3 clusters
  Score: Raw -1175586.522441 + Penalty 3002.746283 = -1172583.776158
  nChanged 252
		SP:Iteration 19Q (10654.290000 sec): 3 clusters
  Score: Raw -1175728.540209 + Penalty 3002.746283 = -1172725.793927
  nChanged 209
		SP:Iteration 20F (10654.320000 sec): 3 clusters
  Score: Raw -1175837.936947 + Penalty 3002.746283 = -1172835.190665
  nChanged 190
		SP:Iteration 21Q (10654.340000 sec): 3 clusters
  Score: Raw -1175931.669824 + Penalty 3002.746283 = -1172928.923541
  nChanged 160
		SP:Iteration 22Q (10654.360000 sec): 3 clusters
  Score: Raw -1176009.199502 + Penalty 3002.746283 = -1173006.453220
  nChanged 157
		SP:Iteration 23Q (10654.390000 sec): 3 clusters
  Score: Raw -1176077.702811 + Penalty 3002.746283 = -1173074.956528
  nChanged 140
		SP:Iteration 24Q (10654.420000 sec): 3 clusters
  Score: Raw -1176127.153904 + Penalty 3002.746283 = -1173124.407621
  nChanged 124
		SP:Iteration 25Q (10654.440000 sec): 3 clusters
  Score: Raw -1176166.161850 + Penalty 3002.746283 = -1173163.415567
  nChanged 103
		SP:Iteration 26Q (10654.460000 sec): 3 clusters
  Score: Raw -1176201.934549 + Penalty 3002.746283 = -1173199.188266
  nChanged 95
		SP:Iteration 27Q (10654.490000 sec): 3 clusters
  Score: Raw -1176231.557496 + Penalty 3002.746283 = -1173228.811214
  nChanged 101
		SP:Iteration 28Q (10654.510000 sec): 3 clusters
  Score: Raw -1176263.263526 + Penalty 3002.746283 = -1173260.517243
  nChanged 102
		SP:Iteration 29Q (10654.540000 sec): 3 clusters
  Score: Raw -1176293.577233 + Penalty 3002.746283 = -1173290.830950
  nChanged 84
		SP:Iteration 30Q (10654.560000 sec): 3 clusters
  Score: Raw -1176324.600606 + Penalty 3002.746283 = -1173321.854323
  nChanged 98
		SP:Iteration 31Q (10654.580000 sec): 3 clusters
  Score: Raw -1176356.499396 + Penalty 3002.746283 = -1173353.753113
  nChanged 93
		SP:Iteration 32Q (10654.610000 sec): 3 clusters
  Score: Raw -1176390.162131 + Penalty 3002.746283 = -1173387.415848
  nChanged 81
		SP:Iteration 33Q (10654.630000 sec): 3 clusters
  Score: Raw -1176417.551665 + Penalty 3002.746283 = -1173414.805382
  nChanged 72
		SP:Iteration 34Q (10654.660000 sec): 3 clusters
  Score: Raw -1176438.170474 + Penalty 3002.746283 = -1173435.424191
  nChanged 68
		SP:Iteration 35Q (10654.680000 sec): 3 clusters
  Score: Raw -1176456.428370 + Penalty 3002.746283 = -1173453.682088
  nChanged 59
		SP:Iteration 36Q (10654.700000 sec): 3 clusters
  Score: Raw -1176472.765865 + Penalty 3002.746283 = -1173470.019582
  nChanged 55
		SP:Iteration 37Q (10654.730000 sec): 3 clusters
  Score: Raw -1176489.001579 + Penalty 3002.746283 = -1173486.255296
  nChanged 61
		SP:Iteration 38Q (10654.750000 sec): 3 clusters
  Score: Raw -1176506.984653 + Penalty 3002.746283 = -1173504.238370
  nChanged 63
		SP:Iteration 39Q (10654.780000 sec): 3 clusters
  Score: Raw -1176519.643134 + Penalty 3002.746283 = -1173516.896851
  nChanged 40
		SP:Iteration 40F (10654.800000 sec): 3 clusters
  Score: Raw -1176531.580436 + Penalty 3002.746283 = -1173528.834153
  nChanged 40
		SP:Iteration 41Q (10654.830000 sec): 3 clusters
  Score: Raw -1176540.327566 + Penalty 3002.746283 = -1173537.581283
  nChanged 32
		SP:Iteration 42Q (10654.850000 sec): 3 clusters
  Score: Raw -1176548.398248 + Penalty 3002.746283 = -1173545.651965
  nChanged 27
		SP:Iteration 43Q (10654.880000 sec): 3 clusters
  Score: Raw -1176554.706587 + Penalty 3002.746283 = -1173551.960304
  nChanged 25
		SP:Iteration 44Q (10654.900000 sec): 3 clusters
  Score: Raw -1176558.949454 + Penalty 3002.746283 = -1173556.203172
  nChanged 25
		SP:Iteration 45Q (10654.920000 sec): 3 clusters
  Score: Raw -1176562.486012 + Penalty 3002.746283 = -1173559.739729
  nChanged 22
		SP:Iteration 46Q (10654.950000 sec): 3 clusters
  Score: Raw -1176565.255192 + Penalty 3002.746283 = -1173562.508910
  nChanged 18
		SP:Iteration 47Q (10654.970000 sec): 3 clusters
  Score: Raw -1176567.732063 + Penalty 3002.746283 = -1173564.985780
  nChanged 16
		SP:Iteration 48Q (10655.000000 sec): 3 clusters
  Score: Raw -1176569.220695 + Penalty 3002.746283 = -1173566.474412
  nChanged 4
		SP:Iteration 49Q (10655.020000 sec): 3 clusters
  Score: Raw -1176569.530847 + Penalty 3002.746283 = -1173566.784564
  nChanged 4
		SP:Iteration 50Q (10655.040000 sec): 3 clusters
  Score: Raw -1176569.879166 + Penalty 3002.746283 = -1173567.132884
  nChanged 1
		SP:Iteration 51Q (10655.060000 sec): 3 clusters
  Score: Raw -1176570.066250 + Penalty 3002.746283 = -1173567.319967
  nChanged 1
		SP:Iteration 52Q (10655.090000 sec): 3 clusters
  Score: Raw -1176570.098241 + Penalty 3002.746283 = -1173567.351958
  nChanged 1
		SP:Iteration 53Q (10655.110000 sec): 3 clusters
  Score: Raw -1176570.154476 + Penalty 3002.746283 = -1173567.408193
  nChanged 0
		SP:Iteration 54F (10655.140000 sec): 3 clusters
  Score: Raw -1176570.154476 + Penalty 3002.746283 = -1173567.408193
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10655.160000 sec): 2 clusters
  Score: Raw -570351.823220 + Penalty 1384.983671 = -568966.839549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10655.170000 sec): 3 clusters
  Score: Raw -567709.588588 + Penalty 2769.967342 = -564939.621247
  nChanged 2081
		SP:Iteration 1F (10655.180000 sec): 3 clusters
  Score: Raw -568827.588804 + Penalty 2769.967342 = -566057.621462
  nChanged 345
		SP:Iteration 2F (10655.200000 sec): 3 clusters
  Score: Raw -569003.529722 + Penalty 2769.967342 = -566233.562380
  nChanged 259
		SP:Iteration 3F (10655.210000 sec): 3 clusters
  Score: Raw -569134.701927 + Penalty 2769.967342 = -566364.734585
  nChanged 189
		SP:Iteration 4Q (10655.220000 sec): 3 clusters
  Score: Raw -569213.828098 + Penalty 2769.967342 = -566443.860756
  nChanged 146
		SP:Iteration 5Q (10655.240000 sec): 3 clusters
  Score: Raw -569270.069637 + Penalty 2769.967342 = -566500.102295
  nChanged 123
		SP:Iteration 6Q (10655.250000 sec): 3 clusters
  Score: Raw -569319.122475 + Penalty 2769.967342 = -566549.155133
  nChanged 108
		SP:Iteration 7Q (10655.260000 sec): 3 clusters
  Score: Raw -569371.220786 + Penalty 2769.967342 = -566601.253445
  nChanged 140
		SP:Iteration 8Q (10655.280000 sec): 3 clusters
  Score: Raw -569432.583444 + Penalty 2769.967342 = -566662.616102
  nChanged 152
		SP:Iteration 9Q (10655.290000 sec): 3 clusters
  Score: Raw -569505.535806 + Penalty 2769.967342 = -566735.568464
  nChanged 169
		SP:Iteration 10Q (10655.300000 sec): 3 clusters
  Score: Raw -569593.005461 + Penalty 2769.967342 = -566823.038119
  nChanged 192
		SP:Iteration 11Q (10655.310000 sec): 3 clusters
  Score: Raw -569693.988012 + Penalty 2769.967342 = -566924.020671
  nChanged 167
		SP:Iteration 12Q (10655.320000 sec): 3 clusters
  Score: Raw -569784.648746 + Penalty 2769.967342 = -567014.681404
  nChanged 166
		SP:Iteration 13Q (10655.340000 sec): 3 clusters
  Score: Raw -569878.753739 + Penalty 2769.967342 = -567108.786397
  nChanged 172
		SP:Iteration 14Q (10655.350000 sec): 3 clusters
  Score: Raw -569983.795266 + Penalty 2769.967342 = -567213.827925
  nChanged 177
		SP:Iteration 15Q (10655.360000 sec): 3 clusters
  Score: Raw -570110.822943 + Penalty 2769.967342 = -567340.855602
  nChanged 187
		SP:Iteration 16Q (10655.380000 sec): 3 clusters
  Score: Raw -570258.380573 + Penalty 2769.967342 = -567488.413231
  nChanged 179
		SP:Iteration 17Q (10655.390000 sec): 3 clusters
  Score: Raw -570386.744986 + Penalty 2769.967342 = -567616.777644
  nChanged 156
		SP:Iteration 18Q (10655.400000 sec): 3 clusters
  Score: Raw -570507.992452 + Penalty 2769.967342 = -567738.025110
  nChanged 118
		SP:Iteration 19Q (10655.410000 sec): 3 clusters
  Score: Raw -570583.622736 + Penalty 2769.967342 = -567813.655394
  nChanged 79
		SP:Iteration 20F (10655.430000 sec): 3 clusters
  Score: Raw -570634.098262 + Penalty 2769.967342 = -567864.130920
  nChanged 56
		SP:Iteration 21Q (10655.440000 sec): 3 clusters
  Score: Raw -570664.206307 + Penalty 2769.967342 = -567894.238965
  nChanged 40
		SP:Iteration 22Q (10655.450000 sec): 3 clusters
  Score: Raw -570683.553466 + Penalty 2769.967342 = -567913.586124
  nChanged 33
		SP:Iteration 23Q (10655.460000 sec): 3 clusters
  Score: Raw -570701.103082 + Penalty 2769.967342 = -567931.135740
  nChanged 28
		SP:Iteration 24Q (10655.470000 sec): 3 clusters
  Score: Raw -570715.885765 + Penalty 2769.967342 = -567945.918424
  nChanged 20
		SP:Iteration 25Q (10655.480000 sec): 3 clusters
  Score: Raw -570726.601375 + Penalty 2769.967342 = -567956.634033
  nChanged 11
		SP:Iteration 26Q (10655.500000 sec): 3 clusters
  Score: Raw -570731.850323 + Penalty 2769.967342 = -567961.882981
  nChanged 8
		SP:Iteration 27Q (10655.510000 sec): 3 clusters
  Score: Raw -570735.291800 + Penalty 2769.967342 = -567965.324458
  nChanged 6
		SP:Iteration 28Q (10655.520000 sec): 3 clusters
  Score: Raw -570738.651224 + Penalty 2769.967342 = -567968.683882
  nChanged 6
		SP:Iteration 29Q (10655.530000 sec): 3 clusters
  Score: Raw -570744.964784 + Penalty 2769.967342 = -567974.997443
  nChanged 9
		SP:Iteration 30Q (10655.540000 sec): 3 clusters
  Score: Raw -570750.133758 + Penalty 2769.967342 = -567980.166416
  nChanged 9
		SP:Iteration 31Q (10655.560000 sec): 3 clusters
  Score: Raw -570755.478302 + Penalty 2769.967342 = -567985.510960
  nChanged 6
		SP:Iteration 32Q (10655.570000 sec): 3 clusters
  Score: Raw -570760.184427 + Penalty 2769.967342 = -567990.217085
  nChanged 10
		SP:Iteration 33Q (10655.580000 sec): 3 clusters
  Score: Raw -570768.158380 + Penalty 2769.967342 = -567998.191038
  nChanged 7
		SP:Iteration 34Q (10655.590000 sec): 3 clusters
  Score: Raw -570773.443532 + Penalty 2769.967342 = -568003.476190
  nChanged 5
		SP:Iteration 35Q (10655.600000 sec): 3 clusters
  Score: Raw -570775.939984 + Penalty 2769.967342 = -568005.972642
  nChanged 1
		SP:Iteration 36Q (10655.620000 sec): 3 clusters
  Score: Raw -570776.260878 + Penalty 2769.967342 = -568006.293536
  nChanged 0
		SP:Iteration 37F (10655.630000 sec): 3 clusters
  Score: Raw -570776.260878 + Penalty 2769.967342 = -568006.293536
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10655.650000 sec): 2 clusters
  Score: Raw -769653.235115 + Penalty 1434.630296 = -768218.604819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10655.670000 sec): 3 clusters
  Score: Raw -765943.542380 + Penalty 2869.260592 = -763074.281788
  nChanged 2834
		SP:Iteration 1F (10655.690000 sec): 3 clusters
  Score: Raw -767428.504039 + Penalty 2869.260592 = -764559.243447
  nChanged 469
		SP:Iteration 2F (10655.700000 sec): 3 clusters
  Score: Raw -767688.882551 + Penalty 2869.260592 = -764819.621958
  nChanged 401
		SP:Iteration 3F (10655.720000 sec): 3 clusters
  Score: Raw -767891.199223 + Penalty 2869.260592 = -765021.938631
  nChanged 325
		SP:Iteration 4Q (10655.740000 sec): 3 clusters
  Score: Raw -768065.683383 + Penalty 2869.260592 = -765196.422791
  nChanged 291
		SP:Iteration 5Q (10655.760000 sec): 3 clusters
  Score: Raw -768217.665797 + Penalty 2869.260592 = -765348.405205
  nChanged 274
		SP:Iteration 6Q (10655.770000 sec): 3 clusters
  Score: Raw -768348.519934 + Penalty 2869.260592 = -765479.259342
  nChanged 262
		SP:Iteration 7Q (10655.790000 sec): 3 clusters
  Score: Raw -768489.669027 + Penalty 2869.260592 = -765620.408435
  nChanged 244
		SP:Iteration 8Q (10655.810000 sec): 3 clusters
  Score: Raw -768634.577279 + Penalty 2869.260592 = -765765.316686
  nChanged 255
		SP:Iteration 9Q (10655.820000 sec): 3 clusters
  Score: Raw -768773.242780 + Penalty 2869.260592 = -765903.982188
  nChanged 209
		SP:Iteration 10Q (10655.840000 sec): 3 clusters
  Score: Raw -768900.181706 + Penalty 2869.260592 = -766030.921114
  nChanged 214
		SP:Iteration 11Q (10655.860000 sec): 3 clusters
  Score: Raw -769034.877924 + Penalty 2869.260592 = -766165.617332
  nChanged 205
		SP:Iteration 12Q (10655.880000 sec): 3 clusters
  Score: Raw -769158.392208 + Penalty 2869.260592 = -766289.131616
  nChanged 188
		SP:Iteration 13Q (10655.890000 sec): 3 clusters
  Score: Raw -769267.398563 + Penalty 2869.260592 = -766398.137971
  nChanged 154
		SP:Iteration 14Q (10655.910000 sec): 3 clusters
  Score: Raw -769363.984628 + Penalty 2869.260592 = -766494.724036
  nChanged 161
		SP:Iteration 15Q (10655.920000 sec): 3 clusters
  Score: Raw -769461.314283 + Penalty 2869.260592 = -766592.053691
  nChanged 154
		SP:Iteration 16Q (10655.940000 sec): 3 clusters
  Score: Raw -769552.815252 + Penalty 2869.260592 = -766683.554660
  nChanged 130
		SP:Iteration 17Q (10655.960000 sec): 3 clusters
  Score: Raw -769630.362380 + Penalty 2869.260592 = -766761.101788
  nChanged 123
		SP:Iteration 18Q (10655.970000 sec): 3 clusters
  Score: Raw -769710.963502 + Penalty 2869.260592 = -766841.702910
  nChanged 132
		SP:Iteration 19Q (10655.990000 sec): 3 clusters
  Score: Raw -769815.790902 + Penalty 2869.260592 = -766946.530310
  nChanged 130
		SP:Iteration 20F (10656.000000 sec): 3 clusters
  Score: Raw -769917.777770 + Penalty 2869.260592 = -767048.517178
  nChanged 145
		SP:Iteration 21Q (10656.020000 sec): 3 clusters
  Score: Raw -770024.930291 + Penalty 2869.260592 = -767155.669699
  nChanged 106
		SP:Iteration 22Q (10656.040000 sec): 3 clusters
  Score: Raw -770091.228822 + Penalty 2869.260592 = -767221.968230
  nChanged 92
		SP:Iteration 23Q (10656.060000 sec): 3 clusters
  Score: Raw -770135.635114 + Penalty 2869.260592 = -767266.374522
  nChanged 75
		SP:Iteration 24Q (10656.070000 sec): 3 clusters
  Score: Raw -770169.215066 + Penalty 2869.260592 = -767299.954474
  nChanged 55
		SP:Iteration 25Q (10656.080000 sec): 3 clusters
  Score: Raw -770189.239638 + Penalty 2869.260592 = -767319.979045
  nChanged 42
		SP:Iteration 26Q (10656.100000 sec): 3 clusters
  Score: Raw -770205.863236 + Penalty 2869.260592 = -767336.602644
  nChanged 37
		SP:Iteration 27Q (10656.110000 sec): 3 clusters
  Score: Raw -770220.296121 + Penalty 2869.260592 = -767351.035529
  nChanged 38
		SP:Iteration 28Q (10656.130000 sec): 3 clusters
  Score: Raw -770236.584580 + Penalty 2869.260592 = -767367.323988
  nChanged 49
		SP:Iteration 29Q (10656.140000 sec): 3 clusters
  Score: Raw -770260.767950 + Penalty 2869.260592 = -767391.507358
  nChanged 46
		SP:Iteration 30Q (10656.160000 sec): 3 clusters
  Score: Raw -770279.081073 + Penalty 2869.260592 = -767409.820481
  nChanged 46
		SP:Iteration 31Q (10656.170000 sec): 3 clusters
  Score: Raw -770293.585054 + Penalty 2869.260592 = -767424.324462
  nChanged 40
		SP:Iteration 32Q (10656.190000 sec): 3 clusters
  Score: Raw -770307.846000 + Penalty 2869.260592 = -767438.585408
  nChanged 34
		SP:Iteration 33Q (10656.200000 sec): 3 clusters
  Score: Raw -770318.293385 + Penalty 2869.260592 = -767449.032793
  nChanged 29
		SP:Iteration 34Q (10656.220000 sec): 3 clusters
  Score: Raw -770326.551377 + Penalty 2869.260592 = -767457.290785
  nChanged 23
		SP:Iteration 35Q (10656.230000 sec): 3 clusters
  Score: Raw -770331.939535 + Penalty 2869.260592 = -767462.678943
  nChanged 20
		SP:Iteration 36Q (10656.240000 sec): 3 clusters
  Score: Raw -770336.538761 + Penalty 2869.260592 = -767467.278168
  nChanged 21
		SP:Iteration 37Q (10656.260000 sec): 3 clusters
  Score: Raw -770343.168801 + Penalty 2869.260592 = -767473.908209
  nChanged 29
		SP:Iteration 38Q (10656.280000 sec): 3 clusters
  Score: Raw -770351.685836 + Penalty 2869.260592 = -767482.425244
  nChanged 19
		SP:Iteration 39Q (10656.290000 sec): 3 clusters
  Score: Raw -770356.641193 + Penalty 2869.260592 = -767487.380601
  nChanged 20
		SP:Iteration 40F (10656.310000 sec): 3 clusters
  Score: Raw -770362.375771 + Penalty 2869.260592 = -767493.115179
  nChanged 24
		SP:Iteration 41Q (10656.320000 sec): 3 clusters
  Score: Raw -770369.514369 + Penalty 2869.260592 = -767500.253777
  nChanged 23
		SP:Iteration 42Q (10656.340000 sec): 3 clusters
  Score: Raw -770375.172241 + Penalty 2869.260592 = -767505.911649
  nChanged 23
		SP:Iteration 43Q (10656.350000 sec): 3 clusters
  Score: Raw -770381.220650 + Penalty 2869.260592 = -767511.960058
  nChanged 25
		SP:Iteration 44Q (10656.360000 sec): 3 clusters
  Score: Raw -770387.634168 + Penalty 2869.260592 = -767518.373576
  nChanged 28
		SP:Iteration 45Q (10656.380000 sec): 3 clusters
  Score: Raw -770395.869907 + Penalty 2869.260592 = -767526.609315
  nChanged 31
		SP:Iteration 46Q (10656.400000 sec): 3 clusters
  Score: Raw -770405.767363 + Penalty 2869.260592 = -767536.506771
  nChanged 30
		SP:Iteration 47Q (10656.410000 sec): 3 clusters
  Score: Raw -770415.818964 + Penalty 2869.260592 = -767546.558371
  nChanged 37
		SP:Iteration 48Q (10656.420000 sec): 3 clusters
  Score: Raw -770429.835063 + Penalty 2869.260592 = -767560.574471
  nChanged 31
		SP:Iteration 49Q (10656.440000 sec): 3 clusters
  Score: Raw -770439.301892 + Penalty 2869.260592 = -767570.041300
  nChanged 26
		SP:Iteration 50Q (10656.460000 sec): 3 clusters
  Score: Raw -770450.248844 + Penalty 2869.260592 = -767580.988252
  nChanged 33
		SP:Iteration 51Q (10656.470000 sec): 3 clusters
  Score: Raw -770463.885407 + Penalty 2869.260592 = -767594.624815
  nChanged 39
		SP:Iteration 52Q (10656.480000 sec): 3 clusters
  Score: Raw -770486.614281 + Penalty 2869.260592 = -767617.353689
  nChanged 52
		SP:Iteration 53Q (10656.500000 sec): 3 clusters
  Score: Raw -770517.014352 + Penalty 2869.260592 = -767647.753760
  nChanged 51
		SP:Iteration 54Q (10656.520000 sec): 3 clusters
  Score: Raw -770549.181599 + Penalty 2869.260592 = -767679.921006
  nChanged 57
		SP:Iteration 55Q (10656.530000 sec): 3 clusters
  Score: Raw -770581.416150 + Penalty 2869.260592 = -767712.155558
  nChanged 58
		SP:Iteration 56Q (10656.540000 sec): 3 clusters
  Score: Raw -770619.440542 + Penalty 2869.260592 = -767750.179949
  nChanged 65
		SP:Iteration 57Q (10656.560000 sec): 3 clusters
  Score: Raw -770665.396331 + Penalty 2869.260592 = -767796.135739
  nChanged 49
		SP:Iteration 58Q (10656.570000 sec): 3 clusters
  Score: Raw -770693.570314 + Penalty 2869.260592 = -767824.309722
  nChanged 42
		SP:Iteration 59Q (10656.590000 sec): 3 clusters
  Score: Raw -770711.562253 + Penalty 2869.260592 = -767842.301661
  nChanged 32
		SP:Iteration 60F (10656.600000 sec): 3 clusters
  Score: Raw -770748.347569 + Penalty 2869.260592 = -767879.086977
  nChanged 48
		SP:Iteration 61Q (10656.620000 sec): 3 clusters
  Score: Raw -770787.036012 + Penalty 2869.260592 = -767917.775420
  nChanged 47
		SP:Iteration 62Q (10656.640000 sec): 3 clusters
  Score: Raw -770813.590715 + Penalty 2869.260592 = -767944.330123
  nChanged 40
		SP:Iteration 63Q (10656.650000 sec): 3 clusters
  Score: Raw -770829.874955 + Penalty 2869.260592 = -767960.614363
  nChanged 36
		SP:Iteration 64Q (10656.660000 sec): 3 clusters
  Score: Raw -770838.330715 + Penalty 2869.260592 = -767969.070123
  nChanged 24
		SP:Iteration 65Q (10656.680000 sec): 3 clusters
  Score: Raw -770843.723493 + Penalty 2869.260592 = -767974.462901
  nChanged 12
		SP:Iteration 66Q (10656.700000 sec): 3 clusters
  Score: Raw -770845.754441 + Penalty 2869.260592 = -767976.493849
  nChanged 6
		SP:Iteration 67Q (10656.710000 sec): 3 clusters
  Score: Raw -770846.604888 + Penalty 2869.260592 = -767977.344296
  nChanged 5
		SP:Iteration 68Q (10656.720000 sec): 3 clusters
  Score: Raw -770847.323692 + Penalty 2869.260592 = -767978.063099
  nChanged 5
		SP:Iteration 69Q (10656.740000 sec): 3 clusters
  Score: Raw -770848.149499 + Penalty 2869.260592 = -767978.888907
  nChanged 7
		SP:Iteration 70Q (10656.760000 sec): 3 clusters
  Score: Raw -770849.542779 + Penalty 2869.260592 = -767980.282186
  nChanged 8
		SP:Iteration 71Q (10656.770000 sec): 3 clusters
  Score: Raw -770850.828741 + Penalty 2869.260592 = -767981.568149
  nChanged 5
		SP:Iteration 72Q (10656.780000 sec): 3 clusters
  Score: Raw -770851.738649 + Penalty 2869.260592 = -767982.478057
  nChanged 2
		SP:Iteration 73Q (10656.800000 sec): 3 clusters
  Score: Raw -770851.895219 + Penalty 2869.260592 = -767982.634627
  nChanged 0
		SP:Iteration 74F (10656.820000 sec): 3 clusters
  Score: Raw -770851.895219 + Penalty 2869.260592 = -767982.634627
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (6025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10656.840000 sec): 2 clusters
  Score: Raw -674714.324385 + Penalty 1414.346823 = -673299.977562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10656.850000 sec): 3 clusters
  Score: Raw -671498.999601 + Penalty 2828.693646 = -668670.305954
  nChanged 2543
		SP:Iteration 1F (10656.870000 sec): 3 clusters
  Score: Raw -672913.415915 + Penalty 2828.693646 = -670084.722268
  nChanged 433
		SP:Iteration 2F (10656.880000 sec): 3 clusters
  Score: Raw -673134.820180 + Penalty 2828.693646 = -670306.126533
  nChanged 330
		SP:Iteration 3F (10656.900000 sec): 3 clusters
  Score: Raw -673318.410679 + Penalty 2828.693646 = -670489.717033
  nChanged 291
		SP:Iteration 4Q (10656.920000 sec): 3 clusters
  Score: Raw -673512.502440 + Penalty 2828.693646 = -670683.808793
  nChanged 301
		SP:Iteration 5Q (10656.930000 sec): 3 clusters
  Score: Raw -673743.206832 + Penalty 2828.693646 = -670914.513186
  nChanged 308
		SP:Iteration 6F (10656.940000 sec): 3 clusters
  Score: Raw -674028.549338 + Penalty 2828.693646 = -671199.855691
  nChanged 319
		SP:Iteration 7F (10656.960000 sec): 3 clusters
  Score: Raw -674287.343902 + Penalty 2828.693646 = -671458.650256
  nChanged 270
		SP:Iteration 8Q (10656.980000 sec): 3 clusters
  Score: Raw -674491.366408 + Penalty 2828.693646 = -671662.672761
  nChanged 232
		SP:Iteration 9Q (10656.990000 sec): 3 clusters
  Score: Raw -674632.196865 + Penalty 2828.693646 = -671803.503218
  nChanged 208
		SP:Iteration 10Q (10657.000000 sec): 3 clusters
  Score: Raw -674756.096632 + Penalty 2828.693646 = -671927.402985
  nChanged 165
		SP:Iteration 11Q (10657.020000 sec): 3 clusters
  Score: Raw -674846.078381 + Penalty 2828.693646 = -672017.384735
  nChanged 142
		SP:Iteration 12Q (10657.040000 sec): 3 clusters
  Score: Raw -674914.332536 + Penalty 2828.693646 = -672085.638890
  nChanged 130
		SP:Iteration 13Q (10657.050000 sec): 3 clusters
  Score: Raw -674985.273329 + Penalty 2828.693646 = -672156.579682
  nChanged 122
		SP:Iteration 14Q (10657.060000 sec): 3 clusters
  Score: Raw -675055.076188 + Penalty 2828.693646 = -672226.382542
  nChanged 125
		SP:Iteration 15Q (10657.080000 sec): 3 clusters
  Score: Raw -675122.119130 + Penalty 2828.693646 = -672293.425483
  nChanged 114
		SP:Iteration 16Q (10657.090000 sec): 3 clusters
  Score: Raw -675195.921273 + Penalty 2828.693646 = -672367.227627
  nChanged 120
		SP:Iteration 17Q (10657.100000 sec): 3 clusters
  Score: Raw -675291.166166 + Penalty 2828.693646 = -672462.472520
  nChanged 124
		SP:Iteration 18Q (10657.120000 sec): 3 clusters
  Score: Raw -675399.804090 + Penalty 2828.693646 = -672571.110443
  nChanged 114
		SP:Iteration 19Q (10657.130000 sec): 3 clusters
  Score: Raw -675509.562346 + Penalty 2828.693646 = -672680.868699
  nChanged 111
		SP:Iteration 20F (10657.150000 sec): 3 clusters
  Score: Raw -675610.758788 + Penalty 2828.693646 = -672782.065142
  nChanged 92
		SP:Iteration 21Q (10657.160000 sec): 3 clusters
  Score: Raw -675674.708720 + Penalty 2828.693646 = -672846.015074
  nChanged 78
		SP:Iteration 22Q (10657.180000 sec): 3 clusters
  Score: Raw -675714.286819 + Penalty 2828.693646 = -672885.593173
  nChanged 72
		SP:Iteration 23Q (10657.190000 sec): 3 clusters
  Score: Raw -675748.732059 + Penalty 2828.693646 = -672920.038412
  nChanged 58
		SP:Iteration 24Q (10657.200000 sec): 3 clusters
  Score: Raw -675774.314476 + Penalty 2828.693646 = -672945.620829
  nChanged 46
		SP:Iteration 25Q (10657.220000 sec): 3 clusters
  Score: Raw -675790.453360 + Penalty 2828.693646 = -672961.759714
  nChanged 43
		SP:Iteration 26Q (10657.230000 sec): 3 clusters
  Score: Raw -675808.846895 + Penalty 2828.693646 = -672980.153248
  nChanged 46
		SP:Iteration 27Q (10657.240000 sec): 3 clusters
  Score: Raw -675827.059088 + Penalty 2828.693646 = -672998.365442
  nChanged 42
		SP:Iteration 28Q (10657.250000 sec): 3 clusters
  Score: Raw -675845.817299 + Penalty 2828.693646 = -673017.123653
  nChanged 45
		SP:Iteration 29Q (10657.270000 sec): 3 clusters
  Score: Raw -675871.038929 + Penalty 2828.693646 = -673042.345282
  nChanged 44
		SP:Iteration 30Q (10657.280000 sec): 3 clusters
  Score: Raw -675890.574074 + Penalty 2828.693646 = -673061.880427
  nChanged 34
		SP:Iteration 31Q (10657.290000 sec): 3 clusters
  Score: Raw -675903.247227 + Penalty 2828.693646 = -673074.553580
  nChanged 26
		SP:Iteration 32Q (10657.300000 sec): 3 clusters
  Score: Raw -675912.267199 + Penalty 2828.693646 = -673083.573552
  nChanged 19
		SP:Iteration 33Q (10657.320000 sec): 3 clusters
  Score: Raw -675920.300996 + Penalty 2828.693646 = -673091.607350
  nChanged 19
		SP:Iteration 34Q (10657.330000 sec): 3 clusters
  Score: Raw -675927.328214 + Penalty 2828.693646 = -673098.634568
  nChanged 17
		SP:Iteration 35Q (10657.340000 sec): 3 clusters
  Score: Raw -675931.811279 + Penalty 2828.693646 = -673103.117633
  nChanged 16
		SP:Iteration 36Q (10657.360000 sec): 3 clusters
  Score: Raw -675935.859376 + Penalty 2828.693646 = -673107.165730
  nChanged 7
		SP:Iteration 37Q (10657.370000 sec): 3 clusters
  Score: Raw -675937.356494 + Penalty 2828.693646 = -673108.662848
  nChanged 8
		SP:Iteration 38Q (10657.380000 sec): 3 clusters
  Score: Raw -675939.675124 + Penalty 2828.693646 = -673110.981478
  nChanged 9
		SP:Iteration 39Q (10657.390000 sec): 3 clusters
  Score: Raw -675941.830967 + Penalty 2828.693646 = -673113.137320
  nChanged 4
		SP:Iteration 40F (10657.410000 sec): 3 clusters
  Score: Raw -675943.098779 + Penalty 2828.693646 = -673114.405133
  nChanged 7
		SP:Iteration 41Q (10657.420000 sec): 3 clusters
  Score: Raw -675945.011614 + Penalty 2828.693646 = -673116.317968
  nChanged 7
		SP:Iteration 42Q (10657.430000 sec): 3 clusters
  Score: Raw -675947.068352 + Penalty 2828.693646 = -673118.374705
  nChanged 8
		SP:Iteration 43Q (10657.450000 sec): 3 clusters
  Score: Raw -675949.287066 + Penalty 2828.693646 = -673120.593420
  nChanged 7
		SP:Iteration 44Q (10657.460000 sec): 3 clusters
  Score: Raw -675950.509227 + Penalty 2828.693646 = -673121.815580
  nChanged 4
		SP:Iteration 45Q (10657.470000 sec): 3 clusters
  Score: Raw -675951.041256 + Penalty 2828.693646 = -673122.347609
  nChanged 0
		SP:Iteration 46F (10657.490000 sec): 3 clusters
  Score: Raw -675951.041256 + Penalty 2828.693646 = -673122.347609
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10657.490000 sec): 2 clusters
  Score: Raw -17274.385693 + Penalty 841.124332 = -16433.261362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10657.490000 sec): 3 clusters
  Score: Raw -17443.406256 + Penalty 1682.248663 = -15761.157593
  nChanged 19
		SP:Iteration 1F (10657.500000 sec): 3 clusters
  Score: Raw -17500.276662 + Penalty 1682.248663 = -15818.027999
  nChanged 11
		SP:Iteration 2F (10657.500000 sec): 3 clusters
  Score: Raw -17525.290122 + Penalty 1682.248663 = -15843.041459
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10657.500000 sec): 2 clusters
  Score: Raw -238686.290537 + Penalty 1255.222580 = -237431.067958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10657.510000 sec): 3 clusters
  Score: Raw -237706.722900 + Penalty 2510.445160 = -235196.277740
  nChanged 825
		SP:Iteration 1F (10657.520000 sec): 3 clusters
  Score: Raw -238302.430682 + Penalty 2510.445160 = -235791.985522
  nChanged 201
		SP:Iteration 2F (10657.520000 sec): 3 clusters
  Score: Raw -238467.569968 + Penalty 2510.445160 = -235957.124808
  nChanged 128
		SP:Iteration 3F (10657.530000 sec): 3 clusters
  Score: Raw -238585.498350 + Penalty 2510.445160 = -236075.053190
  nChanged 104
		SP:Iteration 4Q (10657.530000 sec): 3 clusters
  Score: Raw -238651.745770 + Penalty 2510.445160 = -236141.300610
  nChanged 71
		SP:Iteration 5Q (10657.540000 sec): 3 clusters
  Score: Raw -238699.322237 + Penalty 2510.445160 = -236188.877078
  nChanged 51
		SP:Iteration 6Q (10657.540000 sec): 3 clusters
  Score: Raw -238734.767324 + Penalty 2510.445160 = -236224.322164
  nChanged 50
		SP:Iteration 7Q (10657.550000 sec): 3 clusters
  Score: Raw -238764.363598 + Penalty 2510.445160 = -236253.918438
  nChanged 42
		SP:Iteration 8Q (10657.550000 sec): 3 clusters
  Score: Raw -238789.548692 + Penalty 2510.445160 = -236279.103532
  nChanged 35
		SP:Iteration 9Q (10657.560000 sec): 3 clusters
  Score: Raw -238812.773361 + Penalty 2510.445160 = -236302.328202
  nChanged 29
		SP:Iteration 10Q (10657.560000 sec): 3 clusters
  Score: Raw -238833.849550 + Penalty 2510.445160 = -236323.404390
  nChanged 28
		SP:Iteration 11Q (10657.570000 sec): 3 clusters
  Score: Raw -238847.590861 + Penalty 2510.445160 = -236337.145701
  nChanged 19
		SP:Iteration 12Q (10657.580000 sec): 3 clusters
  Score: Raw -238855.733993 + Penalty 2510.445160 = -236345.288833
  nChanged 13
		SP:Iteration 13Q (10657.580000 sec): 3 clusters
  Score: Raw -238865.145337 + Penalty 2510.445160 = -236354.700178
  nChanged 21
		SP:Iteration 14Q (10657.590000 sec): 3 clusters
  Score: Raw -238874.259158 + Penalty 2510.445160 = -236363.813998
  nChanged 14
		SP:Iteration 15Q (10657.590000 sec): 3 clusters
  Score: Raw -238880.177989 + Penalty 2510.445160 = -236369.732829
  nChanged 13
		SP:Iteration 16Q (10657.600000 sec): 3 clusters
  Score: Raw -238887.088623 + Penalty 2510.445160 = -236376.643464
  nChanged 15
		SP:Iteration 17Q (10657.600000 sec): 3 clusters
  Score: Raw -238895.453544 + Penalty 2510.445160 = -236385.008384
  nChanged 14
		SP:Iteration 18Q (10657.610000 sec): 3 clusters
  Score: Raw -238903.614084 + Penalty 2510.445160 = -236393.168924
  nChanged 16
		SP:Iteration 19Q (10657.610000 sec): 3 clusters
  Score: Raw -238910.908965 + Penalty 2510.445160 = -236400.463805
  nChanged 11
		SP:Iteration 20F (10657.620000 sec): 3 clusters
  Score: Raw -238916.010422 + Penalty 2510.445160 = -236405.565262
  nChanged 10
		SP:Iteration 21Q (10657.620000 sec): 3 clusters
  Score: Raw -238921.256471 + Penalty 2510.445160 = -236410.811311
  nChanged 14
		SP:Iteration 22Q (10657.630000 sec): 3 clusters
  Score: Raw -238932.481723 + Penalty 2510.445160 = -236422.036563
  nChanged 16
		SP:Iteration 23Q (10657.640000 sec): 3 clusters
  Score: Raw -238940.081097 + Penalty 2510.445160 = -236429.635937
  nChanged 7
		SP:Iteration 24Q (10657.640000 sec): 3 clusters
  Score: Raw -238943.924869 + Penalty 2510.445160 = -236433.479709
  nChanged 7
		SP:Iteration 25Q (10657.650000 sec): 3 clusters
  Score: Raw -238948.025805 + Penalty 2510.445160 = -236437.580645
  nChanged 11
		SP:Iteration 26Q (10657.650000 sec): 3 clusters
  Score: Raw -238952.593003 + Penalty 2510.445160 = -236442.147843
  nChanged 9
		SP:Iteration 27Q (10657.660000 sec): 3 clusters
  Score: Raw -238956.263618 + Penalty 2510.445160 = -236445.818458
  nChanged 7
		SP:Iteration 28Q (10657.660000 sec): 3 clusters
  Score: Raw -238960.187455 + Penalty 2510.445160 = -236449.742295
  nChanged 6
		SP:Iteration 29Q (10657.670000 sec): 3 clusters
  Score: Raw -238964.089059 + Penalty 2510.445160 = -236453.643900
  nChanged 9
		SP:Iteration 30Q (10657.670000 sec): 3 clusters
  Score: Raw -238968.690642 + Penalty 2510.445160 = -236458.245482
  nChanged 9
		SP:Iteration 31Q (10657.680000 sec): 3 clusters
  Score: Raw -238971.818126 + Penalty 2510.445160 = -236461.372966
  nChanged 9
		SP:Iteration 32Q (10657.680000 sec): 3 clusters
  Score: Raw -238978.407190 + Penalty 2510.445160 = -236467.962030
  nChanged 11
		SP:Iteration 33Q (10657.690000 sec): 3 clusters
  Score: Raw -238985.650566 + Penalty 2510.445160 = -236475.205407
  nChanged 5
		SP:Iteration 34Q (10657.700000 sec): 3 clusters
  Score: Raw -238989.210409 + Penalty 2510.445160 = -236478.765249
  nChanged 9
		SP:Iteration 35Q (10657.700000 sec): 3 clusters
  Score: Raw -238994.887366 + Penalty 2510.445160 = -236484.442206
  nChanged 12
		SP:Iteration 36Q (10657.700000 sec): 3 clusters
  Score: Raw -239000.960361 + Penalty 2510.445160 = -236490.515201
  nChanged 9
		SP:Iteration 37Q (10657.710000 sec): 3 clusters
  Score: Raw -239007.301518 + Penalty 2510.445160 = -236496.856358
  nChanged 15
		SP:Iteration 38Q (10657.720000 sec): 3 clusters
  Score: Raw -239015.613234 + Penalty 2510.445160 = -236505.168074
  nChanged 14
		SP:Iteration 39Q (10657.720000 sec): 3 clusters
  Score: Raw -239020.992956 + Penalty 2510.445160 = -236510.547797
  nChanged 10
		SP:Iteration 40F (10657.730000 sec): 3 clusters
  Score: Raw -239030.943251 + Penalty 2510.445160 = -236520.498091
  nChanged 16
		SP:Iteration 41Q (10657.730000 sec): 3 clusters
  Score: Raw -239044.373379 + Penalty 2510.445160 = -236533.928219
  nChanged 19
		SP:Iteration 42Q (10657.740000 sec): 3 clusters
  Score: Raw -239059.021952 + Penalty 2510.445160 = -236548.576793
  nChanged 28
		SP:Iteration 43Q (10657.740000 sec): 3 clusters
  Score: Raw -239083.992061 + Penalty 2510.445160 = -236573.546901
  nChanged 29
		SP:Iteration 44Q (10657.750000 sec): 3 clusters
  Score: Raw -239112.160201 + Penalty 2510.445160 = -236601.715041
  nChanged 29
		SP:Iteration 45Q (10657.750000 sec): 3 clusters
  Score: Raw -239138.113389 + Penalty 2510.445160 = -236627.668229
  nChanged 27
		SP:Iteration 46Q (10657.760000 sec): 3 clusters
  Score: Raw -239161.165951 + Penalty 2510.445160 = -236650.720791
  nChanged 23
		SP:Iteration 47Q (10657.760000 sec): 3 clusters
  Score: Raw -239175.737337 + Penalty 2510.445160 = -236665.292177
  nChanged 18
		SP:Iteration 48Q (10657.770000 sec): 3 clusters
  Score: Raw -239185.428708 + Penalty 2510.445160 = -236674.983549
  nChanged 15
		SP:Iteration 49Q (10657.770000 sec): 3 clusters
  Score: Raw -239192.559424 + Penalty 2510.445160 = -236682.114264
  nChanged 10
		SP:Iteration 50Q (10657.780000 sec): 3 clusters
  Score: Raw -239196.997653 + Penalty 2510.445160 = -236686.552493
  nChanged 9
		SP:Iteration 51Q (10657.780000 sec): 3 clusters
  Score: Raw -239202.849708 + Penalty 2510.445160 = -236692.404548
  nChanged 8
		SP:Iteration 52Q (10657.790000 sec): 3 clusters
  Score: Raw -239208.698466 + Penalty 2510.445160 = -236698.253306
  nChanged 8
		SP:Iteration 53Q (10657.790000 sec): 3 clusters
  Score: Raw -239214.729563 + Penalty 2510.445160 = -236704.284403
  nChanged 12
		SP:Iteration 54Q (10657.800000 sec): 3 clusters
  Score: Raw -239220.223837 + Penalty 2510.445160 = -236709.778677
  nChanged 8
		SP:Iteration 55Q (10657.800000 sec): 3 clusters
  Score: Raw -239222.454969 + Penalty 2510.445160 = -236712.009809
  nChanged 3
		SP:Iteration 56Q (10657.810000 sec): 3 clusters
  Score: Raw -239224.133332 + Penalty 2510.445160 = -236713.688172
  nChanged 2
		SP:Iteration 57Q (10657.820000 sec): 3 clusters
  Score: Raw -239224.398549 + Penalty 2510.445160 = -236713.953389
  nChanged 0
		SP:Iteration 58F (10657.820000 sec): 3 clusters
  Score: Raw -239224.398549 + Penalty 2510.445160 = -236713.953389
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10657.820000 sec): 2 clusters
  Score: Raw -68120.576053 + Penalty 1044.304374 = -67076.271679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10657.830000 sec): 3 clusters
  Score: Raw -68017.530471 + Penalty 2088.608749 = -65928.921722
  nChanged 163
		SP:Iteration 1F (10657.830000 sec): 3 clusters
  Score: Raw -68203.682316 + Penalty 2088.608749 = -66115.073567
  nChanged 42
		SP:Iteration 2F (10657.830000 sec): 3 clusters
  Score: Raw -68274.022512 + Penalty 2088.608749 = -66185.413763
  nChanged 33
		SP:Iteration 3F (10657.830000 sec): 3 clusters
  Score: Raw -68316.265093 + Penalty 2088.608749 = -66227.656344
  nChanged 23
		SP:Iteration 4Q (10657.830000 sec): 3 clusters
  Score: Raw -68351.361739 + Penalty 2088.608749 = -66262.752991
  nChanged 16
		SP:Iteration 5Q (10657.840000 sec): 3 clusters
  Score: Raw -68374.097058 + Penalty 2088.608749 = -66285.488309
  nChanged 12
		SP:Iteration 6Q (10657.840000 sec): 3 clusters
  Score: Raw -68387.662418 + Penalty 2088.608749 = -66299.053670
  nChanged 7
		SP:Iteration 7Q (10657.840000 sec): 3 clusters
  Score: Raw -68395.938369 + Penalty 2088.608749 = -66307.329620
  nChanged 1
		SP:Iteration 8Q (10657.840000 sec): 3 clusters
  Score: Raw -68396.769336 + Penalty 2088.608749 = -66308.160588
  nChanged 0
		SP:Iteration 9F (10657.840000 sec): 3 clusters
  Score: Raw -68396.769336 + Penalty 2088.608749 = -66308.160588
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10657.860000 sec): 2 clusters
  Score: Raw -665509.743891 + Penalty 1422.525477 = -664087.218414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10657.880000 sec): 3 clusters
  Score: Raw -662145.059888 + Penalty 2845.050953 = -659300.008935
  nChanged 2610
		SP:Iteration 1F (10657.900000 sec): 3 clusters
  Score: Raw -663958.066911 + Penalty 2845.050953 = -661113.015957
  nChanged 570
		SP:Iteration 2F (10657.910000 sec): 3 clusters
  Score: Raw -664350.662767 + Penalty 2845.050953 = -661505.611814
  nChanged 406
		SP:Iteration 3F (10657.930000 sec): 3 clusters
  Score: Raw -664615.220722 + Penalty 2845.050953 = -661770.169769
  nChanged 336
		SP:Iteration 4F (10657.940000 sec): 3 clusters
  Score: Raw -664828.534482 + Penalty 2845.050953 = -661983.483528
  nChanged 322
		SP:Iteration 5F (10657.960000 sec): 3 clusters
  Score: Raw -665029.082999 + Penalty 2845.050953 = -662184.032046
  nChanged 283
		SP:Iteration 6Q (10657.970000 sec): 3 clusters
  Score: Raw -665240.433533 + Penalty 2845.050953 = -662395.382580
  nChanged 273
		SP:Iteration 7Q (10657.990000 sec): 3 clusters
  Score: Raw -665440.327109 + Penalty 2845.050953 = -662595.276156
  nChanged 277
		SP:Iteration 8Q (10658.000000 sec): 3 clusters
  Score: Raw -665618.713193 + Penalty 2845.050953 = -662773.662239
  nChanged 244
		SP:Iteration 9Q (10658.020000 sec): 3 clusters
  Score: Raw -665763.794337 + Penalty 2845.050953 = -662918.743383
  nChanged 219
		SP:Iteration 10Q (10658.040000 sec): 3 clusters
  Score: Raw -665890.879619 + Penalty 2845.050953 = -663045.828665
  nChanged 185
		SP:Iteration 11Q (10658.050000 sec): 3 clusters
  Score: Raw -665983.279178 + Penalty 2845.050953 = -663138.228225
  nChanged 147
		SP:Iteration 12Q (10658.060000 sec): 3 clusters
  Score: Raw -666062.404479 + Penalty 2845.050953 = -663217.353525
  nChanged 146
		SP:Iteration 13Q (10658.080000 sec): 3 clusters
  Score: Raw -666146.587009 + Penalty 2845.050953 = -663301.536056
  nChanged 130
		SP:Iteration 14Q (10658.100000 sec): 3 clusters
  Score: Raw -666219.731870 + Penalty 2845.050953 = -663374.680917
  nChanged 101
		SP:Iteration 15Q (10658.110000 sec): 3 clusters
  Score: Raw -666280.709325 + Penalty 2845.050953 = -663435.658372
  nChanged 79
		SP:Iteration 16Q (10658.130000 sec): 3 clusters
  Score: Raw -666321.321972 + Penalty 2845.050953 = -663476.271018
  nChanged 63
		SP:Iteration 17Q (10658.140000 sec): 3 clusters
  Score: Raw -666352.972187 + Penalty 2845.050953 = -663507.921233
  nChanged 50
		SP:Iteration 18Q (10658.160000 sec): 3 clusters
  Score: Raw -666377.440082 + Penalty 2845.050953 = -663532.389129
  nChanged 45
		SP:Iteration 19Q (10658.170000 sec): 3 clusters
  Score: Raw -666400.555009 + Penalty 2845.050953 = -663555.504056
  nChanged 37
		SP:Iteration 20F (10658.190000 sec): 3 clusters
  Score: Raw -666418.360012 + Penalty 2845.050953 = -663573.309059
  nChanged 29
		SP:Iteration 21Q (10658.200000 sec): 3 clusters
  Score: Raw -666430.440199 + Penalty 2845.050953 = -663585.389245
  nChanged 28
		SP:Iteration 22Q (10658.220000 sec): 3 clusters
  Score: Raw -666443.167651 + Penalty 2845.050953 = -663598.116698
  nChanged 27
		SP:Iteration 23Q (10658.230000 sec): 3 clusters
  Score: Raw -666452.596340 + Penalty 2845.050953 = -663607.545387
  nChanged 16
		SP:Iteration 24Q (10658.240000 sec): 3 clusters
  Score: Raw -666457.099607 + Penalty 2845.050953 = -663612.048654
  nChanged 11
		SP:Iteration 25Q (10658.260000 sec): 3 clusters
  Score: Raw -666460.965379 + Penalty 2845.050953 = -663615.914426
  nChanged 7
		SP:Iteration 26Q (10658.270000 sec): 3 clusters
  Score: Raw -666462.531438 + Penalty 2845.050953 = -663617.480485
  nChanged 4
		SP:Iteration 27Q (10658.290000 sec): 3 clusters
  Score: Raw -666463.652329 + Penalty 2845.050953 = -663618.601376
  nChanged 3
		SP:Iteration 28Q (10658.300000 sec): 3 clusters
  Score: Raw -666464.804723 + Penalty 2845.050953 = -663619.753770
  nChanged 1
		SP:Iteration 29Q (10658.320000 sec): 3 clusters
  Score: Raw -666465.051635 + Penalty 2845.050953 = -663620.000681
  nChanged 0
		SP:Iteration 30F (10658.330000 sec): 3 clusters
  Score: Raw -666465.051635 + Penalty 2845.050953 = -663620.000681
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10658.340000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10658.340000 sec): 3 clusters
  Score: Raw -153160.734232 + Penalty 2347.571096 = -150813.163136
  nChanged 451
		SP:Iteration 1F (10658.350000 sec): 3 clusters
  Score: Raw -153510.466708 + Penalty 2347.571096 = -151162.895613
  nChanged 108
		SP:Iteration 2F (10658.350000 sec): 3 clusters
  Score: Raw -153602.095202 + Penalty 2347.571096 = -151254.524106
  nChanged 60
		SP:Iteration 3Q (10658.360000 sec): 3 clusters
  Score: Raw -153645.175698 + Penalty 2347.571096 = -151297.604602
  nChanged 29
		SP:Iteration 4Q (10658.360000 sec): 3 clusters
  Score: Raw -153665.494239 + Penalty 2347.571096 = -151317.923143
  nChanged 27
		SP:Iteration 5Q (10658.360000 sec): 3 clusters
  Score: Raw -153690.208410 + Penalty 2347.571096 = -151342.637314
  nChanged 31
		SP:Iteration 6Q (10658.360000 sec): 3 clusters
  Score: Raw -153729.624677 + Penalty 2347.571096 = -151382.053582
  nChanged 34
		SP:Iteration 7Q (10658.370000 sec): 3 clusters
  Score: Raw -153792.232199 + Penalty 2347.571096 = -151444.661103
  nChanged 41
		SP:Iteration 8Q (10658.370000 sec): 3 clusters
  Score: Raw -153904.637038 + Penalty 2347.571096 = -151557.065942
  nChanged 46
		SP:Iteration 9Q (10658.380000 sec): 3 clusters
  Score: Raw -154024.393077 + Penalty 2347.571096 = -151676.821981
  nChanged 59
		SP:Iteration 10Q (10658.380000 sec): 3 clusters
  Score: Raw -154129.183833 + Penalty 2347.571096 = -151781.612738
  nChanged 56
		SP:Iteration 11Q (10658.380000 sec): 3 clusters
  Score: Raw -154198.160689 + Penalty 2347.571096 = -151850.589593
  nChanged 57
		SP:Iteration 12Q (10658.380000 sec): 3 clusters
  Score: Raw -154263.756467 + Penalty 2347.571096 = -151916.185371
  nChanged 43
		SP:Iteration 13Q (10658.390000 sec): 3 clusters
  Score: Raw -154320.101165 + Penalty 2347.571096 = -151972.530069
  nChanged 36
		SP:Iteration 14Q (10658.390000 sec): 3 clusters
  Score: Raw -154359.764221 + Penalty 2347.571096 = -152012.193125
  nChanged 29
		SP:Iteration 15Q (10658.390000 sec): 3 clusters
  Score: Raw -154396.512176 + Penalty 2347.571096 = -152048.941080
  nChanged 28
		SP:Iteration 16Q (10658.400000 sec): 3 clusters
  Score: Raw -154429.782550 + Penalty 2347.571096 = -152082.211454
  nChanged 20
		SP:Iteration 17Q (10658.400000 sec): 3 clusters
  Score: Raw -154459.050671 + Penalty 2347.571096 = -152111.479575
  nChanged 13
		SP:Iteration 18Q (10658.400000 sec): 3 clusters
  Score: Raw -154474.037784 + Penalty 2347.571096 = -152126.466688
  nChanged 5
		SP:Iteration 19Q (10658.400000 sec): 3 clusters
  Score: Raw -154478.838970 + Penalty 2347.571096 = -152131.267874
  nChanged 1
		SP:Iteration 20F (10658.410000 sec): 3 clusters
  Score: Raw -154495.154690 + Penalty 2347.571096 = -152147.583594
  nChanged 4
		SP:Iteration 21Q (10658.410000 sec): 3 clusters
  Score: Raw -154513.161317 + Penalty 2347.571096 = -152165.590222
  nChanged 8
		SP:Iteration 22Q (10658.420000 sec): 3 clusters
  Score: Raw -154521.772366 + Penalty 2347.571096 = -152174.201270
  nChanged 2
		SP:Iteration 23Q (10658.420000 sec): 3 clusters
  Score: Raw -154523.709761 + Penalty 2347.571096 = -152176.138665
  nChanged 0
		SP:Iteration 24F (10658.420000 sec): 3 clusters
  Score: Raw -154523.709761 + Penalty 2347.571096 = -152176.138665
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10658.430000 sec): 2 clusters
  Score: Raw -131915.287319 + Penalty 1166.017078 = -130749.270240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10658.430000 sec): 3 clusters
  Score: Raw -131454.204259 + Penalty 2332.034157 = -129122.170102
  nChanged 428
		SP:Iteration 1F (10658.440000 sec): 3 clusters
  Score: Raw -131844.831327 + Penalty 2332.034157 = -129512.797171
  nChanged 113
		SP:Iteration 2F (10658.440000 sec): 3 clusters
  Score: Raw -131980.614976 + Penalty 2332.034157 = -129648.580819
  nChanged 77
		SP:Iteration 3F (10658.440000 sec): 3 clusters
  Score: Raw -132083.878222 + Penalty 2332.034157 = -129751.844065
  nChanged 69
		SP:Iteration 4F (10658.440000 sec): 3 clusters
  Score: Raw -132186.020188 + Penalty 2332.034157 = -129853.986031
  nChanged 59
		SP:Iteration 5Q (10658.450000 sec): 3 clusters
  Score: Raw -132308.449401 + Penalty 2332.034157 = -129976.415244
  nChanged 65
		SP:Iteration 6Q (10658.450000 sec): 3 clusters
  Score: Raw -132430.188885 + Penalty 2332.034157 = -130098.154728
  nChanged 59
		SP:Iteration 7Q (10658.450000 sec): 3 clusters
  Score: Raw -132526.653837 + Penalty 2332.034157 = -130194.619680
  nChanged 48
		SP:Iteration 8Q (10658.460000 sec): 3 clusters
  Score: Raw -132621.725412 + Penalty 2332.034157 = -130289.691255
  nChanged 41
		SP:Iteration 9Q (10658.460000 sec): 3 clusters
  Score: Raw -132693.251001 + Penalty 2332.034157 = -130361.216844
  nChanged 29
		SP:Iteration 10Q (10658.460000 sec): 3 clusters
  Score: Raw -132757.348712 + Penalty 2332.034157 = -130425.314555
  nChanged 27
		SP:Iteration 11Q (10658.460000 sec): 3 clusters
  Score: Raw -132805.635304 + Penalty 2332.034157 = -130473.601147
  nChanged 19
		SP:Iteration 12Q (10658.470000 sec): 3 clusters
  Score: Raw -132835.621137 + Penalty 2332.034157 = -130503.586980
  nChanged 9
		SP:Iteration 13Q (10658.470000 sec): 3 clusters
  Score: Raw -132846.546835 + Penalty 2332.034157 = -130514.512678
  nChanged 6
		SP:Iteration 14Q (10658.470000 sec): 3 clusters
  Score: Raw -132851.156807 + Penalty 2332.034157 = -130519.122650
  nChanged 6
		SP:Iteration 15Q (10658.480000 sec): 3 clusters
  Score: Raw -132859.574715 + Penalty 2332.034157 = -130527.540558
  nChanged 6
		SP:Iteration 16Q (10658.480000 sec): 3 clusters
  Score: Raw -132868.305638 + Penalty 2332.034157 = -130536.271481
  nChanged 6
		SP:Iteration 17Q (10658.480000 sec): 3 clusters
  Score: Raw -132876.099696 + Penalty 2332.034157 = -130544.065539
  nChanged 4
		SP:Iteration 18Q (10658.480000 sec): 3 clusters
  Score: Raw -132883.946632 + Penalty 2332.034157 = -130551.912475
  nChanged 6
		SP:Iteration 19Q (10658.480000 sec): 3 clusters
  Score: Raw -132895.239135 + Penalty 2332.034157 = -130563.204978
  nChanged 4
		SP:Iteration 20F (10658.490000 sec): 3 clusters
  Score: Raw -132901.779319 + Penalty 2332.034157 = -130569.745162
  nChanged 4
		SP:Iteration 21Q (10658.490000 sec): 3 clusters
  Score: Raw -132906.533422 + Penalty 2332.034157 = -130574.499265
  nChanged 3
		SP:Iteration 22Q (10658.490000 sec): 3 clusters
  Score: Raw -132908.954777 + Penalty 2332.034157 = -130576.920620
  nChanged 2
		SP:Iteration 23Q (10658.500000 sec): 3 clusters
  Score: Raw -132911.434216 + Penalty 2332.034157 = -130579.400059
  nChanged 2
		SP:Iteration 24Q (10658.500000 sec): 3 clusters
  Score: Raw -132912.847729 + Penalty 2332.034157 = -130580.813572
  nChanged 0
		SP:Iteration 25F (10658.500000 sec): 3 clusters
  Score: Raw -132912.847729 + Penalty 2332.034157 = -130580.813572
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10658.520000 sec): 2 clusters
  Score: Raw -338884.051904 + Penalty 1311.674512 = -337572.377392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10658.520000 sec): 3 clusters
  Score: Raw -337384.451397 + Penalty 2623.349024 = -334761.102374
  nChanged 1235
		SP:Iteration 1F (10658.530000 sec): 3 clusters
  Score: Raw -338276.946770 + Penalty 2623.349024 = -335653.597746
  nChanged 314
		SP:Iteration 2F (10658.540000 sec): 3 clusters
  Score: Raw -338597.573415 + Penalty 2623.349024 = -335974.224391
  nChanged 235
		SP:Iteration 3F (10658.550000 sec): 3 clusters
  Score: Raw -338850.334916 + Penalty 2623.349024 = -336226.985893
  nChanged 194
		SP:Iteration 4F (10658.560000 sec): 3 clusters
  Score: Raw -339059.396594 + Penalty 2623.349024 = -336436.047570
  nChanged 172
		SP:Iteration 5F (10658.560000 sec): 3 clusters
  Score: Raw -339210.560875 + Penalty 2623.349024 = -336587.211852
  nChanged 136
		SP:Iteration 6Q (10658.580000 sec): 3 clusters
  Score: Raw -339339.594876 + Penalty 2623.349024 = -336716.245853
  nChanged 116
		SP:Iteration 7Q (10658.590000 sec): 3 clusters
  Score: Raw -339428.153307 + Penalty 2623.349024 = -336804.804283
  nChanged 100
		SP:Iteration 8Q (10658.590000 sec): 3 clusters
  Score: Raw -339502.472566 + Penalty 2623.349024 = -336879.123542
  nChanged 80
		SP:Iteration 9Q (10658.600000 sec): 3 clusters
  Score: Raw -339554.977450 + Penalty 2623.349024 = -336931.628426
  nChanged 66
		SP:Iteration 10Q (10658.610000 sec): 3 clusters
  Score: Raw -339601.294579 + Penalty 2623.349024 = -336977.945555
  nChanged 50
		SP:Iteration 11Q (10658.610000 sec): 3 clusters
  Score: Raw -339632.325987 + Penalty 2623.349024 = -337008.976963
  nChanged 35
		SP:Iteration 12Q (10658.620000 sec): 3 clusters
  Score: Raw -339654.287947 + Penalty 2623.349024 = -337030.938924
  nChanged 29
		SP:Iteration 13Q (10658.630000 sec): 3 clusters
  Score: Raw -339676.005083 + Penalty 2623.349024 = -337052.656059
  nChanged 34
		SP:Iteration 14Q (10658.640000 sec): 3 clusters
  Score: Raw -339700.840618 + Penalty 2623.349024 = -337077.491594
  nChanged 33
		SP:Iteration 15Q (10658.640000 sec): 3 clusters
  Score: Raw -339722.800357 + Penalty 2623.349024 = -337099.451333
  nChanged 26
		SP:Iteration 16Q (10658.650000 sec): 3 clusters
  Score: Raw -339737.829656 + Penalty 2623.349024 = -337114.480633
  nChanged 20
		SP:Iteration 17Q (10658.660000 sec): 3 clusters
  Score: Raw -339751.483786 + Penalty 2623.349024 = -337128.134762
  nChanged 21
		SP:Iteration 18Q (10658.670000 sec): 3 clusters
  Score: Raw -339764.820026 + Penalty 2623.349024 = -337141.471002
  nChanged 24
		SP:Iteration 19Q (10658.670000 sec): 3 clusters
  Score: Raw -339778.496441 + Penalty 2623.349024 = -337155.147417
  nChanged 22
		SP:Iteration 20F (10658.680000 sec): 3 clusters
  Score: Raw -339791.472003 + Penalty 2623.349024 = -337168.122979
  nChanged 15
		SP:Iteration 21Q (10658.690000 sec): 3 clusters
  Score: Raw -339798.726573 + Penalty 2623.349024 = -337175.377549
  nChanged 13
		SP:Iteration 22Q (10658.690000 sec): 3 clusters
  Score: Raw -339804.041299 + Penalty 2623.349024 = -337180.692276
  nChanged 15
		SP:Iteration 23Q (10658.700000 sec): 3 clusters
  Score: Raw -339809.380692 + Penalty 2623.349024 = -337186.031669
  nChanged 6
		SP:Iteration 24Q (10658.710000 sec): 3 clusters
  Score: Raw -339811.733922 + Penalty 2623.349024 = -337188.384899
  nChanged 3
		SP:Iteration 25Q (10658.720000 sec): 3 clusters
  Score: Raw -339812.628782 + Penalty 2623.349024 = -337189.279758
  nChanged 5
		SP:Iteration 26Q (10658.720000 sec): 3 clusters
  Score: Raw -339814.320732 + Penalty 2623.349024 = -337190.971709
  nChanged 2
		SP:Iteration 27Q (10658.730000 sec): 3 clusters
  Score: Raw -339815.142108 + Penalty 2623.349024 = -337191.793085
  nChanged 0
		SP:Iteration 28F (10658.740000 sec): 3 clusters
  Score: Raw -339815.142108 + Penalty 2623.349024 = -337191.793085
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10658.970000 sec): 2 clusters
  Score: Raw -8779287.291949 + Penalty 1823.302755 = -8777463.989194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10659.180000 sec): 3 clusters
  Score: Raw -8731391.609910 + Penalty 3646.605511 = -8727745.004399
  nChanged 35399
		SP:Iteration 1F (10659.380000 sec): 3 clusters
  Score: Raw -8751224.186749 + Penalty 3646.605511 = -8747577.581238
  nChanged 2210
		SP:Iteration 2Q (10659.590000 sec): 3 clusters
  Score: Raw -8751660.498878 + Penalty 3646.605511 = -8748013.893367
  nChanged 2165
		SP:Iteration 3Q (10659.790000 sec): 3 clusters
  Score: Raw -8752104.446302 + Penalty 3646.605511 = -8748457.840791
  nChanged 2134
		SP:Iteration 4Q (10660.000000 sec): 3 clusters
  Score: Raw -8752560.580462 + Penalty 3646.605511 = -8748913.974951
  nChanged 2192
		SP:Iteration 5Q (10660.210000 sec): 3 clusters
  Score: Raw -8753085.324727 + Penalty 3646.605511 = -8749438.719217
  nChanged 2301
		SP:Iteration 6Q (10660.410000 sec): 3 clusters
  Score: Raw -8753723.117898 + Penalty 3646.605511 = -8750076.512388
  nChanged 2501
		SP:Iteration 7Q (10660.630000 sec): 3 clusters
  Score: Raw -8754525.240077 + Penalty 3646.605511 = -8750878.634567
  nChanged 2787
		SP:Iteration 8Q (10660.830000 sec): 3 clusters
  Score: Raw -8755616.690081 + Penalty 3646.605511 = -8751970.084570
  nChanged 3182
		SP:Iteration 9Q (10661.040000 sec): 3 clusters
  Score: Raw -8757110.574352 + Penalty 3646.605511 = -8753463.968841
  nChanged 3806
		SP:Iteration 10F (10661.240000 sec): 3 clusters
  Score: Raw -8759360.180846 + Penalty 3646.605511 = -8755713.575335
  nChanged 4573
		SP:Iteration 11F (10661.440000 sec): 3 clusters
  Score: Raw -8762537.362778 + Penalty 3646.605511 = -8758890.757267
  nChanged 4877
		SP:Iteration 12F (10661.640000 sec): 3 clusters
  Score: Raw -8766295.336053 + Penalty 3646.605511 = -8762648.730543
  nChanged 4505
		SP:Iteration 13F (10661.840000 sec): 3 clusters
  Score: Raw -8769898.064273 + Penalty 3646.605511 = -8766251.458763
  nChanged 3631
		SP:Iteration 14Q (10662.030000 sec): 3 clusters
  Score: Raw -8772882.083322 + Penalty 3646.605511 = -8769235.477811
  nChanged 2783
		SP:Iteration 15Q (10662.220000 sec): 3 clusters
  Score: Raw -8775191.560429 + Penalty 3646.605511 = -8771544.954919
  nChanged 1868
		SP:Iteration 16Q (10662.390000 sec): 3 clusters
  Score: Raw -8776756.718331 + Penalty 3646.605511 = -8773110.112820
  nChanged 1280
		SP:Iteration 17Q (10662.560000 sec): 3 clusters
  Score: Raw -8777845.065313 + Penalty 3646.605511 = -8774198.459802
  nChanged 823
		SP:Iteration 18Q (10662.720000 sec): 3 clusters
  Score: Raw -8778500.591125 + Penalty 3646.605511 = -8774853.985614
  nChanged 510
		SP:Iteration 19Q (10662.870000 sec): 3 clusters
  Score: Raw -8778877.118387 + Penalty 3646.605511 = -8775230.512876
  nChanged 314
		SP:Iteration 20F (10663.070000 sec): 3 clusters
  Score: Raw -8779077.729485 + Penalty 3646.605511 = -8775431.123974
  nChanged 221
		SP:Iteration 21Q (10663.210000 sec): 3 clusters
  Score: Raw -8779217.271720 + Penalty 3646.605511 = -8775570.666210
  nChanged 169
		SP:Iteration 22Q (10663.350000 sec): 3 clusters
  Score: Raw -8779321.624181 + Penalty 3646.605511 = -8775675.018671
  nChanged 134
		SP:Iteration 23Q (10663.500000 sec): 3 clusters
  Score: Raw -8779403.840434 + Penalty 3646.605511 = -8775757.234924
  nChanged 99
		SP:Iteration 24Q (10663.640000 sec): 3 clusters
  Score: Raw -8779466.443902 + Penalty 3646.605511 = -8775819.838391
  nChanged 70
		SP:Iteration 25Q (10663.780000 sec): 3 clusters
  Score: Raw -8779502.001825 + Penalty 3646.605511 = -8775855.396314
  nChanged 44
		SP:Iteration 26Q (10663.920000 sec): 3 clusters
  Score: Raw -8779521.978335 + Penalty 3646.605511 = -8775875.372824
  nChanged 21
		SP:Iteration 27Q (10664.060000 sec): 3 clusters
  Score: Raw -8779532.569810 + Penalty 3646.605511 = -8775885.964299
  nChanged 26
		SP:Iteration 28Q (10664.200000 sec): 3 clusters
  Score: Raw -8779545.782410 + Penalty 3646.605511 = -8775899.176899
  nChanged 21
		SP:Iteration 29Q (10664.340000 sec): 3 clusters
  Score: Raw -8779555.838566 + Penalty 3646.605511 = -8775909.233055
  nChanged 19
		SP:Iteration 30Q (10664.480000 sec): 3 clusters
  Score: Raw -8779563.252709 + Penalty 3646.605511 = -8775916.647198
  nChanged 17
		SP:Iteration 31Q (10664.620000 sec): 3 clusters
  Score: Raw -8779572.364568 + Penalty 3646.605511 = -8775925.759057
  nChanged 14
		SP:Iteration 32Q (10664.760000 sec): 3 clusters
  Score: Raw -8779579.743272 + Penalty 3646.605511 = -8775933.137761
  nChanged 14
		SP:Iteration 33Q (10664.900000 sec): 3 clusters
  Score: Raw -8779584.619940 + Penalty 3646.605511 = -8775938.014429
  nChanged 9
		SP:Iteration 34Q (10665.040000 sec): 3 clusters
  Score: Raw -8779589.760536 + Penalty 3646.605511 = -8775943.155025
  nChanged 16
		SP:Iteration 35Q (10665.180000 sec): 3 clusters
  Score: Raw -8779597.956919 + Penalty 3646.605511 = -8775951.351408
  nChanged 9
		SP:Iteration 36Q (10665.320000 sec): 3 clusters
  Score: Raw -8779602.530472 + Penalty 3646.605511 = -8775955.924961
  nChanged 6
		SP:Iteration 37Q (10665.460000 sec): 3 clusters
  Score: Raw -8779605.133503 + Penalty 3646.605511 = -8775958.527992
  nChanged 8
		SP:Iteration 38Q (10665.600000 sec): 3 clusters
  Score: Raw -8779608.720487 + Penalty 3646.605511 = -8775962.114976
  nChanged 10
		SP:Iteration 39Q (10665.740000 sec): 3 clusters
  Score: Raw -8779614.557211 + Penalty 3646.605511 = -8775967.951700
  nChanged 11
		SP:Iteration 40F (10665.940000 sec): 3 clusters
  Score: Raw -8779620.123868 + Penalty 3646.605511 = -8775973.518357
  nChanged 10
		SP:Iteration 41Q (10666.080000 sec): 3 clusters
  Score: Raw -8779624.464534 + Penalty 3646.605511 = -8775977.859023
  nChanged 13
		SP:Iteration 42Q (10666.220000 sec): 3 clusters
  Score: Raw -8779630.934678 + Penalty 3646.605511 = -8775984.329167
  nChanged 8
		SP:Iteration 43Q (10666.360000 sec): 3 clusters
  Score: Raw -8779636.002313 + Penalty 3646.605511 = -8775989.396802
  nChanged 11
		SP:Iteration 44Q (10666.510000 sec): 3 clusters
  Score: Raw -8779641.437969 + Penalty 3646.605511 = -8775994.832458
  nChanged 11
		SP:Iteration 45Q (10666.650000 sec): 3 clusters
  Score: Raw -8779646.007191 + Penalty 3646.605511 = -8775999.401680
  nChanged 4
		SP:Iteration 46Q (10666.790000 sec): 3 clusters
  Score: Raw -8779648.705916 + Penalty 3646.605511 = -8776002.100405
  nChanged 5
		SP:Iteration 47Q (10666.930000 sec): 3 clusters
  Score: Raw -8779650.791024 + Penalty 3646.605511 = -8776004.185513
  nChanged 6
		SP:Iteration 48Q (10667.060000 sec): 3 clusters
  Score: Raw -8779653.201534 + Penalty 3646.605511 = -8776006.596023
  nChanged 2
		SP:Iteration 49Q (10667.200000 sec): 3 clusters
  Score: Raw -8779653.802964 + Penalty 3646.605511 = -8776007.197454
  nChanged 1
		SP:Iteration 50Q (10667.340000 sec): 3 clusters
  Score: Raw -8779654.536851 + Penalty 3646.605511 = -8776007.931341
  nChanged 0
		SP:Iteration 51F (10667.540000 sec): 3 clusters
  Score: Raw -8779654.536851 + Penalty 3646.605511 = -8776007.931341
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (31042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10667.650000 sec): 2 clusters
  Score: Raw -3674112.947379 + Penalty 1680.753166 = -3672432.194213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10667.730000 sec): 3 clusters
  Score: Raw -3654791.872537 + Penalty 3361.506332 = -3651430.366206
  nChanged 14416
		SP:Iteration 1F (10667.810000 sec): 3 clusters
  Score: Raw -3662889.721160 + Penalty 3361.506332 = -3659528.214828
  nChanged 1471
		SP:Iteration 2Q (10667.890000 sec): 3 clusters
  Score: Raw -3663421.583258 + Penalty 3361.506332 = -3660060.076926
  nChanged 1452
		SP:Iteration 3Q (10667.980000 sec): 3 clusters
  Score: Raw -3664033.899903 + Penalty 3361.506332 = -3660672.393571
  nChanged 1527
		SP:Iteration 4Q (10668.060000 sec): 3 clusters
  Score: Raw -3664755.534953 + Penalty 3361.506332 = -3661394.028622
  nChanged 1544
		SP:Iteration 5Q (10668.150000 sec): 3 clusters
  Score: Raw -3665614.024878 + Penalty 3361.506332 = -3662252.518547
  nChanged 1649
		SP:Iteration 6F (10668.230000 sec): 3 clusters
  Score: Raw -3666566.117005 + Penalty 3361.506332 = -3663204.610673
  nChanged 1555
		SP:Iteration 7F (10668.310000 sec): 3 clusters
  Score: Raw -3667416.982137 + Penalty 3361.506332 = -3664055.475806
  nChanged 1425
		SP:Iteration 8Q (10668.390000 sec): 3 clusters
  Score: Raw -3668239.808120 + Penalty 3361.506332 = -3664878.301788
  nChanged 1330
		SP:Iteration 9Q (10668.480000 sec): 3 clusters
  Score: Raw -3668983.051249 + Penalty 3361.506332 = -3665621.544917
  nChanged 1221
		SP:Iteration 10Q (10668.560000 sec): 3 clusters
  Score: Raw -3669652.700810 + Penalty 3361.506332 = -3666291.194478
  nChanged 1167
		SP:Iteration 11Q (10668.640000 sec): 3 clusters
  Score: Raw -3670260.718803 + Penalty 3361.506332 = -3666899.212472
  nChanged 981
		SP:Iteration 12Q (10668.720000 sec): 3 clusters
  Score: Raw -3670759.039486 + Penalty 3361.506332 = -3667397.533155
  nChanged 911
		SP:Iteration 13Q (10668.800000 sec): 3 clusters
  Score: Raw -3671226.358614 + Penalty 3361.506332 = -3667864.852282
  nChanged 878
		SP:Iteration 14Q (10668.880000 sec): 3 clusters
  Score: Raw -3671713.248472 + Penalty 3361.506332 = -3668351.742140
  nChanged 802
		SP:Iteration 15Q (10668.950000 sec): 3 clusters
  Score: Raw -3672169.824297 + Penalty 3361.506332 = -3668808.317965
  nChanged 711
		SP:Iteration 16Q (10669.020000 sec): 3 clusters
  Score: Raw -3672573.474174 + Penalty 3361.506332 = -3669211.967843
  nChanged 659
		SP:Iteration 17Q (10669.090000 sec): 3 clusters
  Score: Raw -3672947.517594 + Penalty 3361.506332 = -3669586.011262
  nChanged 544
		SP:Iteration 18Q (10669.160000 sec): 3 clusters
  Score: Raw -3673258.099378 + Penalty 3361.506332 = -3669896.593047
  nChanged 427
		SP:Iteration 19Q (10669.230000 sec): 3 clusters
  Score: Raw -3673492.635141 + Penalty 3361.506332 = -3670131.128810
  nChanged 365
		SP:Iteration 20F (10669.310000 sec): 3 clusters
  Score: Raw -3673690.504710 + Penalty 3361.506332 = -3670328.998378
  nChanged 280
		SP:Iteration 21Q (10669.370000 sec): 3 clusters
  Score: Raw -3673847.434581 + Penalty 3361.506332 = -3670485.928249
  nChanged 213
		SP:Iteration 22Q (10669.440000 sec): 3 clusters
  Score: Raw -3673972.449391 + Penalty 3361.506332 = -3670610.943059
  nChanged 166
		SP:Iteration 23Q (10669.500000 sec): 3 clusters
  Score: Raw -3674059.431552 + Penalty 3361.506332 = -3670697.925220
  nChanged 129
		SP:Iteration 24Q (10669.560000 sec): 3 clusters
  Score: Raw -3674119.855859 + Penalty 3361.506332 = -3670758.349527
  nChanged 95
		SP:Iteration 25Q (10669.620000 sec): 3 clusters
  Score: Raw -3674172.156598 + Penalty 3361.506332 = -3670810.650267
  nChanged 81
		SP:Iteration 26Q (10669.680000 sec): 3 clusters
  Score: Raw -3674213.566506 + Penalty 3361.506332 = -3670852.060174
  nChanged 59
		SP:Iteration 27Q (10669.740000 sec): 3 clusters
  Score: Raw -3674242.314221 + Penalty 3361.506332 = -3670880.807889
  nChanged 43
		SP:Iteration 28Q (10669.800000 sec): 3 clusters
  Score: Raw -3674261.757879 + Penalty 3361.506332 = -3670900.251547
  nChanged 35
		SP:Iteration 29Q (10669.860000 sec): 3 clusters
  Score: Raw -3674281.647583 + Penalty 3361.506332 = -3670920.141252
  nChanged 35
		SP:Iteration 30Q (10669.920000 sec): 3 clusters
  Score: Raw -3674300.900875 + Penalty 3361.506332 = -3670939.394543
  nChanged 30
		SP:Iteration 31Q (10669.980000 sec): 3 clusters
  Score: Raw -3674317.297908 + Penalty 3361.506332 = -3670955.791576
  nChanged 25
		SP:Iteration 32Q (10670.040000 sec): 3 clusters
  Score: Raw -3674329.655856 + Penalty 3361.506332 = -3670968.149524
  nChanged 27
		SP:Iteration 33Q (10670.100000 sec): 3 clusters
  Score: Raw -3674341.942142 + Penalty 3361.506332 = -3670980.435811
  nChanged 22
		SP:Iteration 34Q (10670.160000 sec): 3 clusters
  Score: Raw -3674351.340158 + Penalty 3361.506332 = -3670989.833826
  nChanged 23
		SP:Iteration 35Q (10670.210000 sec): 3 clusters
  Score: Raw -3674364.324992 + Penalty 3361.506332 = -3671002.818660
  nChanged 24
		SP:Iteration 36Q (10670.270000 sec): 3 clusters
  Score: Raw -3674377.291743 + Penalty 3361.506332 = -3671015.785411
  nChanged 14
		SP:Iteration 37Q (10670.330000 sec): 3 clusters
  Score: Raw -3674383.313609 + Penalty 3361.506332 = -3671021.807277
  nChanged 10
		SP:Iteration 38Q (10670.390000 sec): 3 clusters
  Score: Raw -3674388.223087 + Penalty 3361.506332 = -3671026.716756
  nChanged 6
		SP:Iteration 39Q (10670.450000 sec): 3 clusters
  Score: Raw -3674390.765040 + Penalty 3361.506332 = -3671029.258708
  nChanged 3
		SP:Iteration 40F (10670.530000 sec): 3 clusters
  Score: Raw -3674391.827712 + Penalty 3361.506332 = -3671030.321380
  nChanged 2
		SP:Iteration 41Q (10670.590000 sec): 3 clusters
  Score: Raw -3674392.598653 + Penalty 3361.506332 = -3671031.092321
  nChanged 0
		SP:Iteration 42F (10670.670000 sec): 3 clusters
  Score: Raw -3674392.598653 + Penalty 3361.506332 = -3671031.092321
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (54987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10670.830000 sec): 2 clusters
  Score: Raw -6509573.434799 + Penalty 1773.663462 = -6507799.771337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10670.980000 sec): 3 clusters
  Score: Raw -6474650.275672 + Penalty 3547.326924 = -6471102.948749
  nChanged 25907
		SP:Iteration 1F (10671.120000 sec): 3 clusters
  Score: Raw -6489296.051549 + Penalty 3547.326924 = -6485748.724625
  nChanged 1993
		SP:Iteration 2Q (10671.280000 sec): 3 clusters
  Score: Raw -6489853.596485 + Penalty 3547.326924 = -6486306.269562
  nChanged 2021
		SP:Iteration 3Q (10671.430000 sec): 3 clusters
  Score: Raw -6490522.760994 + Penalty 3547.326924 = -6486975.434070
  nChanged 2229
		SP:Iteration 4Q (10671.580000 sec): 3 clusters
  Score: Raw -6491386.929878 + Penalty 3547.326924 = -6487839.602954
  nChanged 2466
		SP:Iteration 5Q (10671.730000 sec): 3 clusters
  Score: Raw -6492499.484107 + Penalty 3547.326924 = -6488952.157183
  nChanged 2757
		SP:Iteration 6F (10671.880000 sec): 3 clusters
  Score: Raw -6493962.899305 + Penalty 3547.326924 = -6490415.572381
  nChanged 3110
		SP:Iteration 7F (10672.030000 sec): 3 clusters
  Score: Raw -6495870.538364 + Penalty 3547.326924 = -6492323.211441
  nChanged 3326
		SP:Iteration 8F (10672.170000 sec): 3 clusters
  Score: Raw -6498139.144077 + Penalty 3547.326924 = -6494591.817154
  nChanged 3102
		SP:Iteration 9F (10672.320000 sec): 3 clusters
  Score: Raw -6500072.708721 + Penalty 3547.326924 = -6496525.381798
  nChanged 2560
		SP:Iteration 10Q (10672.470000 sec): 3 clusters
  Score: Raw -6501127.085812 + Penalty 3547.326924 = -6497579.758888
  nChanged 1655
		SP:Iteration 11Q (10672.620000 sec): 3 clusters
  Score: Raw -6501548.455626 + Penalty 3547.326924 = -6498001.128702
  nChanged 986
		SP:Iteration 12Q (10672.770000 sec): 3 clusters
  Score: Raw -6501752.309140 + Penalty 3547.326924 = -6498204.982216
  nChanged 732
		SP:Iteration 13Q (10672.910000 sec): 3 clusters
  Score: Raw -6501919.332775 + Penalty 3547.326924 = -6498372.005852
  nChanged 674
		SP:Iteration 14Q (10673.060000 sec): 3 clusters
  Score: Raw -6502060.916639 + Penalty 3547.326924 = -6498513.589715
  nChanged 653
		SP:Iteration 15Q (10673.200000 sec): 3 clusters
  Score: Raw -6502201.340923 + Penalty 3547.326924 = -6498654.014000
  nChanged 647
		SP:Iteration 16Q (10673.350000 sec): 3 clusters
  Score: Raw -6502342.584079 + Penalty 3547.326924 = -6498795.257155
  nChanged 641
		SP:Iteration 17Q (10673.490000 sec): 3 clusters
  Score: Raw -6502486.749810 + Penalty 3547.326924 = -6498939.422886
  nChanged 681
		SP:Iteration 18Q (10673.630000 sec): 3 clusters
  Score: Raw -6502648.660245 + Penalty 3547.326924 = -6499101.333321
  nChanged 768
		SP:Iteration 19Q (10673.770000 sec): 3 clusters
  Score: Raw -6502855.324481 + Penalty 3547.326924 = -6499307.997557
  nChanged 805
		SP:Iteration 20F (10673.920000 sec): 3 clusters
  Score: Raw -6503077.146899 + Penalty 3547.326924 = -6499529.819975
  nChanged 822
		SP:Iteration 21Q (10674.060000 sec): 3 clusters
  Score: Raw -6503307.732364 + Penalty 3547.326924 = -6499760.405440
  nChanged 852
		SP:Iteration 22Q (10674.210000 sec): 3 clusters
  Score: Raw -6503555.658164 + Penalty 3547.326924 = -6500008.331240
  nChanged 927
		SP:Iteration 23Q (10674.350000 sec): 3 clusters
  Score: Raw -6503843.517683 + Penalty 3547.326924 = -6500296.190759
  nChanged 956
		SP:Iteration 24Q (10674.490000 sec): 3 clusters
  Score: Raw -6504142.397286 + Penalty 3547.326924 = -6500595.070362
  nChanged 942
		SP:Iteration 25Q (10674.630000 sec): 3 clusters
  Score: Raw -6504455.678092 + Penalty 3547.326924 = -6500908.351168
  nChanged 969
		SP:Iteration 26Q (10674.770000 sec): 3 clusters
  Score: Raw -6504793.083342 + Penalty 3547.326924 = -6501245.756419
  nChanged 974
		SP:Iteration 27Q (10674.910000 sec): 3 clusters
  Score: Raw -6505150.383405 + Penalty 3547.326924 = -6501603.056482
  nChanged 995
		SP:Iteration 28Q (10675.050000 sec): 3 clusters
  Score: Raw -6505548.689143 + Penalty 3547.326924 = -6502001.362219
  nChanged 997
		SP:Iteration 29Q (10675.180000 sec): 3 clusters
  Score: Raw -6505981.857039 + Penalty 3547.326924 = -6502434.530115
  nChanged 946
		SP:Iteration 30Q (10675.320000 sec): 3 clusters
  Score: Raw -6506400.615766 + Penalty 3547.326924 = -6502853.288843
  nChanged 933
		SP:Iteration 31Q (10675.450000 sec): 3 clusters
  Score: Raw -6506834.466221 + Penalty 3547.326924 = -6503287.139297
  nChanged 892
		SP:Iteration 32Q (10675.590000 sec): 3 clusters
  Score: Raw -6507257.268351 + Penalty 3547.326924 = -6503709.941427
  nChanged 796
		SP:Iteration 33Q (10675.760000 sec): 3 clusters
  Score: Raw -6507623.933732 + Penalty 3547.326924 = -6504076.606809
  nChanged 718
		SP:Iteration 34Q (10675.890000 sec): 3 clusters
  Score: Raw -6507972.820375 + Penalty 3547.326924 = -6504425.493451
  nChanged 634
		SP:Iteration 35Q (10676.040000 sec): 3 clusters
  Score: Raw -6508259.091365 + Penalty 3547.326924 = -6504711.764441
  nChanged 520
		SP:Iteration 36Q (10676.170000 sec): 3 clusters
  Score: Raw -6508485.168471 + Penalty 3547.326924 = -6504937.841547
  nChanged 478
		SP:Iteration 37Q (10676.290000 sec): 3 clusters
  Score: Raw -6508684.516210 + Penalty 3547.326924 = -6505137.189286
  nChanged 409
		SP:Iteration 38Q (10676.420000 sec): 3 clusters
  Score: Raw -6508844.148322 + Penalty 3547.326924 = -6505296.821398
  nChanged 362
		SP:Iteration 39Q (10676.540000 sec): 3 clusters
  Score: Raw -6508975.691603 + Penalty 3547.326924 = -6505428.364680
  nChanged 318
		SP:Iteration 40F (10676.690000 sec): 3 clusters
  Score: Raw -6509095.579044 + Penalty 3547.326924 = -6505548.252121
  nChanged 294
		SP:Iteration 41Q (10676.810000 sec): 3 clusters
  Score: Raw -6509182.220417 + Penalty 3547.326924 = -6505634.893493
  nChanged 233
		SP:Iteration 42Q (10676.930000 sec): 3 clusters
  Score: Raw -6509243.303409 + Penalty 3547.326924 = -6505695.976485
  nChanged 193
		SP:Iteration 43Q (10677.040000 sec): 3 clusters
  Score: Raw -6509288.917644 + Penalty 3547.326924 = -6505741.590720
  nChanged 166
		SP:Iteration 44Q (10677.160000 sec): 3 clusters
  Score: Raw -6509323.285607 + Penalty 3547.326924 = -6505775.958684
  nChanged 142
		SP:Iteration 45Q (10677.280000 sec): 3 clusters
  Score: Raw -6509349.180955 + Penalty 3547.326924 = -6505801.854031
  nChanged 140
		SP:Iteration 46Q (10677.390000 sec): 3 clusters
  Score: Raw -6509376.271796 + Penalty 3547.326924 = -6505828.944872
  nChanged 134
		SP:Iteration 47Q (10677.520000 sec): 3 clusters
  Score: Raw -6509405.254111 + Penalty 3547.326924 = -6505857.927187
  nChanged 133
		SP:Iteration 48Q (10677.630000 sec): 3 clusters
  Score: Raw -6509432.593855 + Penalty 3547.326924 = -6505885.266932
  nChanged 112
		SP:Iteration 49Q (10677.740000 sec): 3 clusters
  Score: Raw -6509452.908198 + Penalty 3547.326924 = -6505905.581274
  nChanged 106
		SP:Iteration 50Q (10677.860000 sec): 3 clusters
  Score: Raw -6509472.950784 + Penalty 3547.326924 = -6505925.623861
  nChanged 95
		SP:Iteration 51Q (10677.980000 sec): 3 clusters
  Score: Raw -6509493.214217 + Penalty 3547.326924 = -6505945.887293
  nChanged 92
		SP:Iteration 52Q (10678.100000 sec): 3 clusters
  Score: Raw -6509512.527062 + Penalty 3547.326924 = -6505965.200138
  nChanged 96
		SP:Iteration 53Q (10678.210000 sec): 3 clusters
  Score: Raw -6509529.921439 + Penalty 3547.326924 = -6505982.594516
  nChanged 83
		SP:Iteration 54Q (10678.320000 sec): 3 clusters
  Score: Raw -6509544.192917 + Penalty 3547.326924 = -6505996.865993
  nChanged 66
		SP:Iteration 55Q (10678.430000 sec): 3 clusters
  Score: Raw -6509555.640273 + Penalty 3547.326924 = -6506008.313349
  nChanged 65
		SP:Iteration 56Q (10678.530000 sec): 3 clusters
  Score: Raw -6509567.188255 + Penalty 3547.326924 = -6506019.861332
  nChanged 66
		SP:Iteration 57Q (10678.650000 sec): 3 clusters
  Score: Raw -6509580.615610 + Penalty 3547.326924 = -6506033.288686
  nChanged 71
		SP:Iteration 58Q (10678.750000 sec): 3 clusters
  Score: Raw -6509597.924495 + Penalty 3547.326924 = -6506050.597571
  nChanged 71
		SP:Iteration 59Q (10678.870000 sec): 3 clusters
  Score: Raw -6509614.057458 + Penalty 3547.326924 = -6506066.730535
  nChanged 61
		SP:Iteration 60F (10679.010000 sec): 3 clusters
  Score: Raw -6509627.836474 + Penalty 3547.326924 = -6506080.509551
  nChanged 56
		SP:Iteration 61Q (10679.130000 sec): 3 clusters
  Score: Raw -6509637.272628 + Penalty 3547.326924 = -6506089.945704
  nChanged 38
		SP:Iteration 62Q (10679.250000 sec): 3 clusters
  Score: Raw -6509643.342832 + Penalty 3547.326924 = -6506096.015909
  nChanged 25
		SP:Iteration 63Q (10679.350000 sec): 3 clusters
  Score: Raw -6509647.608717 + Penalty 3547.326924 = -6506100.281794
  nChanged 26
		SP:Iteration 64Q (10679.470000 sec): 3 clusters
  Score: Raw -6509652.766366 + Penalty 3547.326924 = -6506105.439443
  nChanged 28
		SP:Iteration 65Q (10679.600000 sec): 3 clusters
  Score: Raw -6509659.102464 + Penalty 3547.326924 = -6506111.775541
  nChanged 33
		SP:Iteration 66Q (10679.710000 sec): 3 clusters
  Score: Raw -6509665.949807 + Penalty 3547.326924 = -6506118.622884
  nChanged 42
		SP:Iteration 67Q (10679.830000 sec): 3 clusters
  Score: Raw -6509675.354473 + Penalty 3547.326924 = -6506128.027549
  nChanged 38
		SP:Iteration 68Q (10679.940000 sec): 3 clusters
  Score: Raw -6509682.825729 + Penalty 3547.326924 = -6506135.498806
  nChanged 39
		SP:Iteration 69Q (10680.070000 sec): 3 clusters
  Score: Raw -6509689.428142 + Penalty 3547.326924 = -6506142.101218
  nChanged 32
		SP:Iteration 70Q (10680.180000 sec): 3 clusters
  Score: Raw -6509693.930953 + Penalty 3547.326924 = -6506146.604029
  nChanged 26
		SP:Iteration 71Q (10680.290000 sec): 3 clusters
  Score: Raw -6509698.284833 + Penalty 3547.326924 = -6506150.957909
  nChanged 27
		SP:Iteration 72Q (10680.400000 sec): 3 clusters
  Score: Raw -6509702.972543 + Penalty 3547.326924 = -6506155.645619
  nChanged 29
		SP:Iteration 73Q (10680.510000 sec): 3 clusters
  Score: Raw -6509708.061652 + Penalty 3547.326924 = -6506160.734729
  nChanged 26
		SP:Iteration 74Q (10680.630000 sec): 3 clusters
  Score: Raw -6509712.146505 + Penalty 3547.326924 = -6506164.819581
  nChanged 20
		SP:Iteration 75Q (10680.750000 sec): 3 clusters
  Score: Raw -6509715.065301 + Penalty 3547.326924 = -6506167.738378
  nChanged 15
		SP:Iteration 76Q (10680.860000 sec): 3 clusters
  Score: Raw -6509716.856324 + Penalty 3547.326924 = -6506169.529401
  nChanged 10
		SP:Iteration 77Q (10680.960000 sec): 3 clusters
  Score: Raw -6509718.472591 + Penalty 3547.326924 = -6506171.145667
  nChanged 12
		SP:Iteration 78Q (10681.070000 sec): 3 clusters
  Score: Raw -6509720.451297 + Penalty 3547.326924 = -6506173.124374
  nChanged 7
		SP:Iteration 79Q (10681.180000 sec): 3 clusters
  Score: Raw -6509721.212425 + Penalty 3547.326924 = -6506173.885501
  nChanged 3
		SP:Iteration 80F (10681.340000 sec): 3 clusters
  Score: Raw -6509721.545054 + Penalty 3547.326924 = -6506174.218130
  nChanged 2
		SP:Iteration 81Q (10681.450000 sec): 3 clusters
  Score: Raw -6509721.808754 + Penalty 3547.326924 = -6506174.481831
  nChanged 2
		SP:Iteration 82Q (10681.570000 sec): 3 clusters
  Score: Raw -6509722.243827 + Penalty 3547.326924 = -6506174.916903
  nChanged 4
		SP:Iteration 83Q (10681.680000 sec): 3 clusters
  Score: Raw -6509722.988250 + Penalty 3547.326924 = -6506175.661327
  nChanged 6
		SP:Iteration 84Q (10681.780000 sec): 3 clusters
  Score: Raw -6509723.877262 + Penalty 3547.326924 = -6506176.550339
  nChanged 3
		SP:Iteration 85Q (10681.890000 sec): 3 clusters
  Score: Raw -6509724.278571 + Penalty 3547.326924 = -6506176.951647
  nChanged 5
		SP:Iteration 86Q (10682.000000 sec): 3 clusters
  Score: Raw -6509724.931782 + Penalty 3547.326924 = -6506177.604859
  nChanged 8
		SP:Iteration 87Q (10682.110000 sec): 3 clusters
  Score: Raw -6509726.005483 + Penalty 3547.326924 = -6506178.678559
  nChanged 6
		SP:Iteration 88Q (10682.230000 sec): 3 clusters
  Score: Raw -6509726.972429 + Penalty 3547.326924 = -6506179.645505
  nChanged 6
		SP:Iteration 89Q (10682.340000 sec): 3 clusters
  Score: Raw -6509727.807620 + Penalty 3547.326924 = -6506180.480696
  nChanged 7
		SP:Iteration 90Q (10682.450000 sec): 3 clusters
  Score: Raw -6509728.740500 + Penalty 3547.326924 = -6506181.413576
  nChanged 9
		SP:Iteration 91Q (10682.560000 sec): 3 clusters
  Score: Raw -6509729.498137 + Penalty 3547.326924 = -6506182.171214
  nChanged 4
		SP:Iteration 92Q (10682.670000 sec): 3 clusters
  Score: Raw -6509730.058472 + Penalty 3547.326924 = -6506182.731549
  nChanged 6
		SP:Iteration 93Q (10682.780000 sec): 3 clusters
  Score: Raw -6509731.102546 + Penalty 3547.326924 = -6506183.775623
  nChanged 8
		SP:Iteration 94Q (10682.890000 sec): 3 clusters
  Score: Raw -6509732.260861 + Penalty 3547.326924 = -6506184.933938
  nChanged 6
		SP:Iteration 95Q (10682.990000 sec): 3 clusters
  Score: Raw -6509732.895477 + Penalty 3547.326924 = -6506185.568554
  nChanged 5
		SP:Iteration 96Q (10683.100000 sec): 3 clusters
  Score: Raw -6509733.460225 + Penalty 3547.326924 = -6506186.133302
  nChanged 9
		SP:Iteration 97Q (10683.200000 sec): 3 clusters
  Score: Raw -6509734.744014 + Penalty 3547.326924 = -6506187.417090
  nChanged 8
		SP:Iteration 98Q (10683.310000 sec): 3 clusters
  Score: Raw -6509736.172731 + Penalty 3547.326924 = -6506188.845807
  nChanged 7
		SP:Iteration 99Q (10683.420000 sec): 3 clusters
  Score: Raw -6509737.466823 + Penalty 3547.326924 = -6506190.139899
  nChanged 6
		SP:Iteration 100F (10683.560000 sec): 3 clusters
  Score: Raw -6509738.306225 + Penalty 3547.326924 = -6506190.979301
  nChanged 5
		SP:Iteration 101Q (10683.670000 sec): 3 clusters
  Score: Raw -6509738.896353 + Penalty 3547.326924 = -6506191.569430
  nChanged 3
		SP:Iteration 102Q (10683.780000 sec): 3 clusters
  Score: Raw -6509739.237177 + Penalty 3547.326924 = -6506191.910253
  nChanged 1
		SP:Iteration 103Q (10683.900000 sec): 3 clusters
  Score: Raw -6509739.296185 + Penalty 3547.326924 = -6506191.969261
  nChanged 2
		SP:Iteration 104Q (10684.000000 sec): 3 clusters
  Score: Raw -6509739.518804 + Penalty 3547.326924 = -6506192.191880
  nChanged 1
		SP:Iteration 105Q (10684.110000 sec): 3 clusters
  Score: Raw -6509739.611532 + Penalty 3547.326924 = -6506192.284609
  nChanged 0
		SP:Iteration 106F (10684.260000 sec): 3 clusters
  Score: Raw -6509739.611532 + Penalty 3547.326924 = -6506192.284609
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10684.290000 sec): 2 clusters
  Score: Raw -85405.453436 + Penalty 1095.526363 = -84309.927073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10684.290000 sec): 3 clusters
  Score: Raw -85219.623084 + Penalty 2191.052726 = -83028.570358
  nChanged 241
		SP:Iteration 1F (10684.290000 sec): 3 clusters
  Score: Raw -85571.444297 + Penalty 2191.052726 = -83380.391571
  nChanged 77
		SP:Iteration 2F (10684.300000 sec): 3 clusters
  Score: Raw -85741.166762 + Penalty 2191.052726 = -83550.114036
  nChanged 60
		SP:Iteration 3F (10684.300000 sec): 3 clusters
  Score: Raw -85863.895399 + Penalty 2191.052726 = -83672.842673
  nChanged 35
		SP:Iteration 4Q (10684.300000 sec): 3 clusters
  Score: Raw -85921.705833 + Penalty 2191.052726 = -83730.653108
  nChanged 14
		SP:Iteration 5Q (10684.300000 sec): 3 clusters
  Score: Raw -85949.688110 + Penalty 2191.052726 = -83758.635384
  nChanged 18
		SP:Iteration 6Q (10684.300000 sec): 3 clusters
  Score: Raw -85988.419787 + Penalty 2191.052726 = -83797.367062
  nChanged 15
		SP:Iteration 7Q (10684.300000 sec): 3 clusters
  Score: Raw -86013.060527 + Penalty 2191.052726 = -83822.007801
  nChanged 13
		SP:Iteration 8Q (10684.300000 sec): 3 clusters
  Score: Raw -86047.089395 + Penalty 2191.052726 = -83856.036669
  nChanged 10
		SP:Iteration 9Q (10684.310000 sec): 3 clusters
  Score: Raw -86076.722378 + Penalty 2191.052726 = -83885.669652
  nChanged 7
		SP:Iteration 10Q (10684.310000 sec): 3 clusters
  Score: Raw -86094.398690 + Penalty 2191.052726 = -83903.345964
  nChanged 9
		SP:Iteration 11Q (10684.310000 sec): 3 clusters
  Score: Raw -86117.055824 + Penalty 2191.052726 = -83926.003098
  nChanged 2
		SP:Iteration 12Q (10684.310000 sec): 3 clusters
  Score: Raw -86123.726387 + Penalty 2191.052726 = -83932.673662
  nChanged 6
		SP:Iteration 13Q (10684.320000 sec): 3 clusters
  Score: Raw -86131.653929 + Penalty 2191.052726 = -83940.601203
  nChanged 1
		SP:Iteration 14Q (10684.320000 sec): 3 clusters
  Score: Raw -86132.815401 + Penalty 2191.052726 = -83941.762675
  nChanged 0
		SP:Iteration 15F (10684.320000 sec): 3 clusters
  Score: Raw -86132.815401 + Penalty 2191.052726 = -83941.762675
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10684.330000 sec): 2 clusters
  Score: Raw -276973.091179 + Penalty 1263.482325 = -275709.608854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10684.340000 sec): 3 clusters
  Score: Raw -275909.627887 + Penalty 2526.964650 = -273382.663237
  nChanged 848
		SP:Iteration 1F (10684.340000 sec): 3 clusters
  Score: Raw -276447.736166 + Penalty 2526.964650 = -273920.771516
  nChanged 183
		SP:Iteration 2F (10684.350000 sec): 3 clusters
  Score: Raw -276586.995650 + Penalty 2526.964650 = -274060.031000
  nChanged 134
		SP:Iteration 3F (10684.350000 sec): 3 clusters
  Score: Raw -276685.373327 + Penalty 2526.964650 = -274158.408677
  nChanged 106
		SP:Iteration 4Q (10684.360000 sec): 3 clusters
  Score: Raw -276777.024891 + Penalty 2526.964650 = -274250.060240
  nChanged 106
		SP:Iteration 5Q (10684.360000 sec): 3 clusters
  Score: Raw -276872.334419 + Penalty 2526.964650 = -274345.369769
  nChanged 100
		SP:Iteration 6Q (10684.370000 sec): 3 clusters
  Score: Raw -276947.337383 + Penalty 2526.964650 = -274420.372733
  nChanged 67
		SP:Iteration 7Q (10684.380000 sec): 3 clusters
  Score: Raw -276992.865034 + Penalty 2526.964650 = -274465.900384
  nChanged 49
		SP:Iteration 8Q (10684.380000 sec): 3 clusters
  Score: Raw -277029.097645 + Penalty 2526.964650 = -274502.132995
  nChanged 46
		SP:Iteration 9Q (10684.390000 sec): 3 clusters
  Score: Raw -277058.715197 + Penalty 2526.964650 = -274531.750547
  nChanged 30
		SP:Iteration 10Q (10684.390000 sec): 3 clusters
  Score: Raw -277076.731806 + Penalty 2526.964650 = -274549.767156
  nChanged 30
		SP:Iteration 11Q (10684.400000 sec): 3 clusters
  Score: Raw -277093.577022 + Penalty 2526.964650 = -274566.612372
  nChanged 21
		SP:Iteration 12Q (10684.400000 sec): 3 clusters
  Score: Raw -277104.620083 + Penalty 2526.964650 = -274577.655433
  nChanged 12
		SP:Iteration 13Q (10684.410000 sec): 3 clusters
  Score: Raw -277110.017267 + Penalty 2526.964650 = -274583.052616
  nChanged 8
		SP:Iteration 14Q (10684.420000 sec): 3 clusters
  Score: Raw -277112.962485 + Penalty 2526.964650 = -274585.997835
  nChanged 7
		SP:Iteration 15Q (10684.420000 sec): 3 clusters
  Score: Raw -277115.602481 + Penalty 2526.964650 = -274588.637831
  nChanged 5
		SP:Iteration 16Q (10684.430000 sec): 3 clusters
  Score: Raw -277117.839042 + Penalty 2526.964650 = -274590.874391
  nChanged 5
		SP:Iteration 17Q (10684.440000 sec): 3 clusters
  Score: Raw -277119.510079 + Penalty 2526.964650 = -274592.545429
  nChanged 5
		SP:Iteration 18Q (10684.440000 sec): 3 clusters
  Score: Raw -277120.397111 + Penalty 2526.964650 = -274593.432461
  nChanged 0
		SP:Iteration 19F (10684.440000 sec): 3 clusters
  Score: Raw -277120.397111 + Penalty 2526.964650 = -274593.432461
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (2710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10684.460000 sec): 2 clusters
  Score: Raw -290693.264664 + Penalty 1284.514386 = -289408.750278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10684.460000 sec): 3 clusters
  Score: Raw -289467.817149 + Penalty 2569.028772 = -286898.788377
  nChanged 1002
		SP:Iteration 1F (10684.470000 sec): 3 clusters
  Score: Raw -290097.931102 + Penalty 2569.028772 = -287528.902330
  nChanged 251
		SP:Iteration 2F (10684.480000 sec): 3 clusters
  Score: Raw -290367.048714 + Penalty 2569.028772 = -287798.019942
  nChanged 213
		SP:Iteration 3F (10684.480000 sec): 3 clusters
  Score: Raw -290625.273566 + Penalty 2569.028772 = -288056.244794
  nChanged 179
		SP:Iteration 4F (10684.490000 sec): 3 clusters
  Score: Raw -290816.120666 + Penalty 2569.028772 = -288247.091893
  nChanged 132
		SP:Iteration 5Q (10684.500000 sec): 3 clusters
  Score: Raw -290931.928771 + Penalty 2569.028772 = -288362.899999
  nChanged 88
		SP:Iteration 6Q (10684.500000 sec): 3 clusters
  Score: Raw -290986.489164 + Penalty 2569.028772 = -288417.460392
  nChanged 64
		SP:Iteration 7Q (10684.510000 sec): 3 clusters
  Score: Raw -291033.890832 + Penalty 2569.028772 = -288464.862060
  nChanged 59
		SP:Iteration 8Q (10684.520000 sec): 3 clusters
  Score: Raw -291075.785177 + Penalty 2569.028772 = -288506.756405
  nChanged 52
		SP:Iteration 9Q (10684.520000 sec): 3 clusters
  Score: Raw -291116.178994 + Penalty 2569.028772 = -288547.150222
  nChanged 45
		SP:Iteration 10Q (10684.530000 sec): 3 clusters
  Score: Raw -291146.037782 + Penalty 2569.028772 = -288577.009010
  nChanged 40
		SP:Iteration 11Q (10684.540000 sec): 3 clusters
  Score: Raw -291172.743193 + Penalty 2569.028772 = -288603.714421
  nChanged 36
		SP:Iteration 12Q (10684.540000 sec): 3 clusters
  Score: Raw -291198.789778 + Penalty 2569.028772 = -288629.761006
  nChanged 30
		SP:Iteration 13Q (10684.550000 sec): 3 clusters
  Score: Raw -291218.260955 + Penalty 2569.028772 = -288649.232183
  nChanged 32
		SP:Iteration 14Q (10684.560000 sec): 3 clusters
  Score: Raw -291236.104891 + Penalty 2569.028772 = -288667.076119
  nChanged 30
		SP:Iteration 15Q (10684.560000 sec): 3 clusters
  Score: Raw -291253.651669 + Penalty 2569.028772 = -288684.622897
  nChanged 29
		SP:Iteration 16Q (10684.570000 sec): 3 clusters
  Score: Raw -291273.684956 + Penalty 2569.028772 = -288704.656184
  nChanged 32
		SP:Iteration 17Q (10684.570000 sec): 3 clusters
  Score: Raw -291299.191282 + Penalty 2569.028772 = -288730.162510
  nChanged 41
		SP:Iteration 18Q (10684.580000 sec): 3 clusters
  Score: Raw -291333.159175 + Penalty 2569.028772 = -288764.130403
  nChanged 40
		SP:Iteration 19Q (10684.580000 sec): 3 clusters
  Score: Raw -291362.891464 + Penalty 2569.028772 = -288793.862692
  nChanged 25
		SP:Iteration 20F (10684.590000 sec): 3 clusters
  Score: Raw -291380.929115 + Penalty 2569.028772 = -288811.900343
  nChanged 18
		SP:Iteration 21Q (10684.600000 sec): 3 clusters
  Score: Raw -291392.178546 + Penalty 2569.028772 = -288823.149774
  nChanged 15
		SP:Iteration 22Q (10684.600000 sec): 3 clusters
  Score: Raw -291400.285965 + Penalty 2569.028772 = -288831.257193
  nChanged 13
		SP:Iteration 23Q (10684.610000 sec): 3 clusters
  Score: Raw -291408.322965 + Penalty 2569.028772 = -288839.294193
  nChanged 14
		SP:Iteration 24Q (10684.620000 sec): 3 clusters
  Score: Raw -291416.335590 + Penalty 2569.028772 = -288847.306818
  nChanged 10
		SP:Iteration 25Q (10684.620000 sec): 3 clusters
  Score: Raw -291423.014636 + Penalty 2569.028772 = -288853.985864
  nChanged 12
		SP:Iteration 26Q (10684.630000 sec): 3 clusters
  Score: Raw -291430.105834 + Penalty 2569.028772 = -288861.077062
  nChanged 14
		SP:Iteration 27Q (10684.640000 sec): 3 clusters
  Score: Raw -291438.291714 + Penalty 2569.028772 = -288869.262942
  nChanged 16
		SP:Iteration 28Q (10684.640000 sec): 3 clusters
  Score: Raw -291450.036318 + Penalty 2569.028772 = -288881.007546
  nChanged 20
		SP:Iteration 29Q (10684.650000 sec): 3 clusters
  Score: Raw -291464.032522 + Penalty 2569.028772 = -288895.003750
  nChanged 20
		SP:Iteration 30Q (10684.650000 sec): 3 clusters
  Score: Raw -291485.422919 + Penalty 2569.028772 = -288916.394147
  nChanged 25
		SP:Iteration 31Q (10684.660000 sec): 3 clusters
  Score: Raw -291509.944514 + Penalty 2569.028772 = -288940.915742
  nChanged 23
		SP:Iteration 32Q (10684.660000 sec): 3 clusters
  Score: Raw -291526.423086 + Penalty 2569.028772 = -288957.394314
  nChanged 23
		SP:Iteration 33Q (10684.670000 sec): 3 clusters
  Score: Raw -291544.012499 + Penalty 2569.028772 = -288974.983727
  nChanged 19
		SP:Iteration 34Q (10684.680000 sec): 3 clusters
  Score: Raw -291554.001211 + Penalty 2569.028772 = -288984.972439
  nChanged 8
		SP:Iteration 35Q (10684.680000 sec): 3 clusters
  Score: Raw -291558.623284 + Penalty 2569.028772 = -288989.594512
  nChanged 9
		SP:Iteration 36Q (10684.690000 sec): 3 clusters
  Score: Raw -291563.283137 + Penalty 2569.028772 = -288994.254365
  nChanged 6
		SP:Iteration 37Q (10684.690000 sec): 3 clusters
  Score: Raw -291566.328528 + Penalty 2569.028772 = -288997.299756
  nChanged 5
		SP:Iteration 38Q (10684.700000 sec): 3 clusters
  Score: Raw -291567.923071 + Penalty 2569.028772 = -288998.894299
  nChanged 5
		SP:Iteration 39Q (10684.700000 sec): 3 clusters
  Score: Raw -291569.879241 + Penalty 2569.028772 = -289000.850469
  nChanged 6
		SP:Iteration 40F (10684.710000 sec): 3 clusters
  Score: Raw -291575.815844 + Penalty 2569.028772 = -289006.787072
  nChanged 11
		SP:Iteration 41Q (10684.720000 sec): 3 clusters
  Score: Raw -291583.981975 + Penalty 2569.028772 = -289014.953203
  nChanged 14
		SP:Iteration 42Q (10684.720000 sec): 3 clusters
  Score: Raw -291596.619216 + Penalty 2569.028772 = -289027.590444
  nChanged 13
		SP:Iteration 43Q (10684.730000 sec): 3 clusters
  Score: Raw -291613.030161 + Penalty 2569.028772 = -289044.001389
  nChanged 18
		SP:Iteration 44Q (10684.730000 sec): 3 clusters
  Score: Raw -291634.584680 + Penalty 2569.028772 = -289065.555908
  nChanged 21
		SP:Iteration 45Q (10684.740000 sec): 3 clusters
  Score: Raw -291662.300306 + Penalty 2569.028772 = -289093.271534
  nChanged 26
		SP:Iteration 46Q (10684.740000 sec): 3 clusters
  Score: Raw -291706.572857 + Penalty 2569.028772 = -289137.544085
  nChanged 28
		SP:Iteration 47Q (10684.750000 sec): 3 clusters
  Score: Raw -291769.821143 + Penalty 2569.028772 = -289200.792371
  nChanged 37
		SP:Iteration 48Q (10684.760000 sec): 3 clusters
  Score: Raw -291863.147146 + Penalty 2569.028772 = -289294.118374
  nChanged 36
		SP:Iteration 49Q (10684.760000 sec): 3 clusters
  Score: Raw -291936.342945 + Penalty 2569.028772 = -289367.314173
  nChanged 18
		SP:Iteration 50Q (10684.770000 sec): 3 clusters
  Score: Raw -291958.094405 + Penalty 2569.028772 = -289389.065633
  nChanged 11
		SP:Iteration 51Q (10684.770000 sec): 3 clusters
  Score: Raw -291967.024575 + Penalty 2569.028772 = -289397.995803
  nChanged 6
		SP:Iteration 52Q (10684.780000 sec): 3 clusters
  Score: Raw -291970.911839 + Penalty 2569.028772 = -289401.883067
  nChanged 5
		SP:Iteration 53Q (10684.780000 sec): 3 clusters
  Score: Raw -291976.173996 + Penalty 2569.028772 = -289407.145224
  nChanged 3
		SP:Iteration 54Q (10684.790000 sec): 3 clusters
  Score: Raw -291978.297613 + Penalty 2569.028772 = -289409.268841
  nChanged 3
		SP:Iteration 55Q (10684.790000 sec): 3 clusters
  Score: Raw -291981.121698 + Penalty 2569.028772 = -289412.092926
  nChanged 4
		SP:Iteration 56Q (10684.800000 sec): 3 clusters
  Score: Raw -291985.100039 + Penalty 2569.028772 = -289416.071267
  nChanged 2
		SP:Iteration 57Q (10684.800000 sec): 3 clusters
  Score: Raw -291986.735950 + Penalty 2569.028772 = -289417.707178
  nChanged 1
		SP:Iteration 58Q (10684.810000 sec): 3 clusters
  Score: Raw -291989.036196 + Penalty 2569.028772 = -289420.007424
  nChanged 2
		SP:Iteration 59Q (10684.810000 sec): 3 clusters
  Score: Raw -291989.914512 + Penalty 2569.028772 = -289420.885740
  nChanged 0
		SP:Iteration 60F (10684.820000 sec): 3 clusters
  Score: Raw -291989.914512 + Penalty 2569.028772 = -289420.885740
  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 12.55 GB.

 Trying to split cluster 56 (10526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10684.860000 sec): 2 clusters
  Score: Raw -1213926.295111 + Penalty 1505.010596 = -1212421.284515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10684.890000 sec): 3 clusters
  Score: Raw -1207866.202765 + Penalty 3010.021191 = -1204856.181574
  nChanged 4601
		SP:Iteration 1F (10684.920000 sec): 3 clusters
  Score: Raw -1210535.254218 + Penalty 3010.021191 = -1207525.233027
  nChanged 681
		SP:Iteration 2F (10684.940000 sec): 3 clusters
  Score: Raw -1210906.602567 + Penalty 3010.021191 = -1207896.581376
  nChanged 564
		SP:Iteration 3F (10684.970000 sec): 3 clusters
  Score: Raw -1211169.884551 + Penalty 3010.021191 = -1208159.863359
  nChanged 474
		SP:Iteration 4Q (10685.000000 sec): 3 clusters
  Score: Raw -1211388.179287 + Penalty 3010.021191 = -1208378.158095
  nChanged 382
		SP:Iteration 5Q (10685.020000 sec): 3 clusters
  Score: Raw -1211544.171602 + Penalty 3010.021191 = -1208534.150410
  nChanged 355
		SP:Iteration 6Q (10685.050000 sec): 3 clusters
  Score: Raw -1211675.931224 + Penalty 3010.021191 = -1208665.910033
  nChanged 317
		SP:Iteration 7Q (10685.080000 sec): 3 clusters
  Score: Raw -1211790.312570 + Penalty 3010.021191 = -1208780.291378
  nChanged 343
		SP:Iteration 8Q (10685.100000 sec): 3 clusters
  Score: Raw -1211928.193820 + Penalty 3010.021191 = -1208918.172628
  nChanged 394
		SP:Iteration 9Q (10685.130000 sec): 3 clusters
  Score: Raw -1212103.222270 + Penalty 3010.021191 = -1209093.201079
  nChanged 433
		SP:Iteration 10Q (10685.160000 sec): 3 clusters
  Score: Raw -1212330.282635 + Penalty 3010.021191 = -1209320.261443
  nChanged 457
		SP:Iteration 11Q (10685.180000 sec): 3 clusters
  Score: Raw -1212587.467362 + Penalty 3010.021191 = -1209577.446171
  nChanged 495
		SP:Iteration 12Q (10685.210000 sec): 3 clusters
  Score: Raw -1212875.888605 + Penalty 3010.021191 = -1209865.867413
  nChanged 422
		SP:Iteration 13Q (10685.240000 sec): 3 clusters
  Score: Raw -1213118.692220 + Penalty 3010.021191 = -1210108.671029
  nChanged 377
		SP:Iteration 14Q (10685.270000 sec): 3 clusters
  Score: Raw -1213328.837935 + Penalty 3010.021191 = -1210318.816744
  nChanged 307
		SP:Iteration 15Q (10685.300000 sec): 3 clusters
  Score: Raw -1213499.264988 + Penalty 3010.021191 = -1210489.243797
  nChanged 261
		SP:Iteration 16Q (10685.320000 sec): 3 clusters
  Score: Raw -1213613.934925 + Penalty 3010.021191 = -1210603.913733
  nChanged 166
		SP:Iteration 17Q (10685.350000 sec): 3 clusters
  Score: Raw -1213683.638144 + Penalty 3010.021191 = -1210673.616953
  nChanged 128
		SP:Iteration 18Q (10685.380000 sec): 3 clusters
  Score: Raw -1213741.414798 + Penalty 3010.021191 = -1210731.393606
  nChanged 119
		SP:Iteration 19Q (10685.400000 sec): 3 clusters
  Score: Raw -1213794.065860 + Penalty 3010.021191 = -1210784.044668
  nChanged 90
		SP:Iteration 20F (10685.430000 sec): 3 clusters
  Score: Raw -1213831.398368 + Penalty 3010.021191 = -1210821.377177
  nChanged 86
		SP:Iteration 21Q (10685.460000 sec): 3 clusters
  Score: Raw -1213865.344728 + Penalty 3010.021191 = -1210855.323537
  nChanged 61
		SP:Iteration 22Q (10685.490000 sec): 3 clusters
  Score: Raw -1213890.556894 + Penalty 3010.021191 = -1210880.535703
  nChanged 56
		SP:Iteration 23Q (10685.510000 sec): 3 clusters
  Score: Raw -1213914.374436 + Penalty 3010.021191 = -1210904.353244
  nChanged 44
		SP:Iteration 24Q (10685.540000 sec): 3 clusters
  Score: Raw -1213930.144903 + Penalty 3010.021191 = -1210920.123711
  nChanged 28
		SP:Iteration 25Q (10685.560000 sec): 3 clusters
  Score: Raw -1213941.730180 + Penalty 3010.021191 = -1210931.708988
  nChanged 32
		SP:Iteration 26Q (10685.590000 sec): 3 clusters
  Score: Raw -1213958.803538 + Penalty 3010.021191 = -1210948.782346
  nChanged 40
		SP:Iteration 27Q (10685.610000 sec): 3 clusters
  Score: Raw -1213980.229564 + Penalty 3010.021191 = -1210970.208373
  nChanged 41
		SP:Iteration 28Q (10685.640000 sec): 3 clusters
  Score: Raw -1213999.612232 + Penalty 3010.021191 = -1210989.591040
  nChanged 30
		SP:Iteration 29Q (10685.660000 sec): 3 clusters
  Score: Raw -1214009.476745 + Penalty 3010.021191 = -1210999.455554
  nChanged 25
		SP:Iteration 30Q (10685.690000 sec): 3 clusters
  Score: Raw -1214019.644908 + Penalty 3010.021191 = -1211009.623716
  nChanged 31
		SP:Iteration 31Q (10685.710000 sec): 3 clusters
  Score: Raw -1214034.107283 + Penalty 3010.021191 = -1211024.086092
  nChanged 26
		SP:Iteration 32Q (10685.740000 sec): 3 clusters
  Score: Raw -1214045.240598 + Penalty 3010.021191 = -1211035.219407
  nChanged 23
		SP:Iteration 33Q (10685.760000 sec): 3 clusters
  Score: Raw -1214054.110196 + Penalty 3010.021191 = -1211044.089004
  nChanged 15
		SP:Iteration 34Q (10685.790000 sec): 3 clusters
  Score: Raw -1214058.532086 + Penalty 3010.021191 = -1211048.510894
  nChanged 10
		SP:Iteration 35Q (10685.810000 sec): 3 clusters
  Score: Raw -1214062.485245 + Penalty 3010.021191 = -1211052.464053
  nChanged 10
		SP:Iteration 36Q (10685.840000 sec): 3 clusters
  Score: Raw -1214067.897233 + Penalty 3010.021191 = -1211057.876042
  nChanged 13
		SP:Iteration 37Q (10685.860000 sec): 3 clusters
  Score: Raw -1214075.168441 + Penalty 3010.021191 = -1211065.147249
  nChanged 10
		SP:Iteration 38Q (10685.890000 sec): 3 clusters
  Score: Raw -1214078.730766 + Penalty 3010.021191 = -1211068.709574
  nChanged 4
		SP:Iteration 39Q (10685.910000 sec): 3 clusters
  Score: Raw -1214080.460502 + Penalty 3010.021191 = -1211070.439311
  nChanged 4
		SP:Iteration 40F (10685.940000 sec): 3 clusters
  Score: Raw -1214081.407888 + Penalty 3010.021191 = -1211071.386696
  nChanged 4
		SP:Iteration 41Q (10685.960000 sec): 3 clusters
  Score: Raw -1214082.470445 + Penalty 3010.021191 = -1211072.449254
  nChanged 3
		SP:Iteration 42Q (10685.980000 sec): 3 clusters
  Score: Raw -1214083.347049 + Penalty 3010.021191 = -1211073.325857
  nChanged 3
		SP:Iteration 43Q (10686.010000 sec): 3 clusters
  Score: Raw -1214084.343443 + Penalty 3010.021191 = -1211074.322251
  nChanged 4
		SP:Iteration 44Q (10686.030000 sec): 3 clusters
  Score: Raw -1214085.732348 + Penalty 3010.021191 = -1211075.711157
  nChanged 2
		SP:Iteration 45Q (10686.060000 sec): 3 clusters
  Score: Raw -1214086.275504 + Penalty 3010.021191 = -1211076.254313
  nChanged 2
		SP:Iteration 46Q (10686.080000 sec): 3 clusters
  Score: Raw -1214086.749490 + Penalty 3010.021191 = -1211076.728299
  nChanged 2
		SP:Iteration 47Q (10686.100000 sec): 3 clusters
  Score: Raw -1214087.848379 + Penalty 3010.021191 = -1211077.827187
  nChanged 3
		SP:Iteration 48Q (10686.120000 sec): 3 clusters
  Score: Raw -1214089.120562 + Penalty 3010.021191 = -1211079.099370
  nChanged 4
		SP:Iteration 49Q (10686.150000 sec): 3 clusters
  Score: Raw -1214090.780703 + Penalty 3010.021191 = -1211080.759511
  nChanged 5
		SP:Iteration 50Q (10686.170000 sec): 3 clusters
  Score: Raw -1214092.959275 + Penalty 3010.021191 = -1211082.938083
  nChanged 5
		SP:Iteration 51Q (10686.190000 sec): 3 clusters
  Score: Raw -1214095.257271 + Penalty 3010.021191 = -1211085.236080
  nChanged 6
		SP:Iteration 52Q (10686.220000 sec): 3 clusters
  Score: Raw -1214097.642978 + Penalty 3010.021191 = -1211087.621787
  nChanged 1
		SP:Iteration 53Q (10686.240000 sec): 3 clusters
  Score: Raw -1214097.957577 + Penalty 3010.021191 = -1211087.936385
  nChanged 0
		SP:Iteration 54F (10686.270000 sec): 3 clusters
  Score: Raw -1214097.957577 + Penalty 3010.021191 = -1211087.936385
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10686.280000 sec): 2 clusters
  Score: Raw -30267.997775 + Penalty 915.071915 = -29352.925861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10686.280000 sec): 3 clusters
  Score: Raw -30309.463337 + Penalty 1830.143829 = -28479.319508
  nChanged 47
		SP:Iteration 1F (10686.280000 sec): 3 clusters
  Score: Raw -30431.428595 + Penalty 1830.143829 = -28601.284766
  nChanged 14
		SP:Iteration 2F (10686.280000 sec): 3 clusters
  Score: Raw -30493.929253 + Penalty 1830.143829 = -28663.785424
  nChanged 9
		SP:Iteration 3Q (10686.280000 sec): 3 clusters
  Score: Raw -30525.459244 + Penalty 1830.143829 = -28695.315415
  nChanged 6
		SP:Iteration 4Q (10686.290000 sec): 3 clusters
  Score: Raw -30540.619992 + Penalty 1830.143829 = -28710.476163
  nChanged 4
		SP:Iteration 5Q (10686.290000 sec): 3 clusters
  Score: Raw -30555.719274 + Penalty 1830.143829 = -28725.575445
  nChanged 1
		SP:Iteration 6Q (10686.290000 sec): 3 clusters
  Score: Raw -30557.593661 + Penalty 1830.143829 = -28727.449832
  nChanged 0
		SP:Iteration 7F (10686.290000 sec): 3 clusters
  Score: Raw -30557.593661 + Penalty 1830.143829 = -28727.449832
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10686.300000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10686.300000 sec): 3 clusters
  Score: Raw -51843.061853 + Penalty 2005.802694 = -49837.259159
  nChanged 127
		SP:Iteration 1F (10686.300000 sec): 3 clusters
  Score: Raw -52029.588000 + Penalty 2005.802694 = -50023.785306
  nChanged 38
		SP:Iteration 2F (10686.300000 sec): 3 clusters
  Score: Raw -52094.918079 + Penalty 2005.802694 = -50089.115385
  nChanged 18
		SP:Iteration 3Q (10686.300000 sec): 3 clusters
  Score: Raw -52130.028552 + Penalty 2005.802694 = -50124.225858
  nChanged 13
		SP:Iteration 4Q (10686.300000 sec): 3 clusters
  Score: Raw -52175.276309 + Penalty 2005.802694 = -50169.473615
  nChanged 11
		SP:Iteration 5Q (10686.300000 sec): 3 clusters
  Score: Raw -52194.963808 + Penalty 2005.802694 = -50189.161114
  nChanged 7
		SP:Iteration 6Q (10686.300000 sec): 3 clusters
  Score: Raw -52230.529536 + Penalty 2005.802694 = -50224.726841
  nChanged 9
		SP:Iteration 7Q (10686.300000 sec): 3 clusters
  Score: Raw -52259.916294 + Penalty 2005.802694 = -50254.113600
  nChanged 3
		SP:Iteration 8Q (10686.300000 sec): 3 clusters
  Score: Raw -52266.232175 + Penalty 2005.802694 = -50260.429481
  nChanged 1
		SP:Iteration 9Q (10686.300000 sec): 3 clusters
  Score: Raw -52267.312146 + Penalty 2005.802694 = -50261.509452
  nChanged 1
		SP:Iteration 10Q (10686.310000 sec): 3 clusters
  Score: Raw -52268.395266 + Penalty 2005.802694 = -50262.592572
  nChanged 1
		SP:Iteration 11Q (10686.310000 sec): 3 clusters
  Score: Raw -52270.487983 + Penalty 2005.802694 = -50264.685289
  nChanged 5
		SP:Iteration 12Q (10686.310000 sec): 3 clusters
  Score: Raw -52284.643259 + Penalty 2005.802694 = -50278.840565
  nChanged 4
		SP:Iteration 13Q (10686.310000 sec): 3 clusters
  Score: Raw -52294.974357 + Penalty 2005.802694 = -50289.171663
  nChanged 4
		SP:Iteration 14Q (10686.310000 sec): 3 clusters
  Score: Raw -52304.259932 + Penalty 2005.802694 = -50298.457238
  nChanged 4
		SP:Iteration 15Q (10686.310000 sec): 3 clusters
  Score: Raw -52310.143273 + Penalty 2005.802694 = -50304.340578
  nChanged 1
		SP:Iteration 16Q (10686.310000 sec): 3 clusters
  Score: Raw -52311.525522 + Penalty 2005.802694 = -50305.722828
  nChanged 1
		SP:Iteration 17Q (10686.320000 sec): 3 clusters
  Score: Raw -52313.200676 + Penalty 2005.802694 = -50307.397982
  nChanged 0
		SP:Iteration 18F (10686.320000 sec): 3 clusters
  Score: Raw -52313.200676 + Penalty 2005.802694 = -50307.397982
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10686.330000 sec): 2 clusters
  Score: Raw -403939.426351 + Penalty 1333.569837 = -402605.856514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10686.340000 sec): 3 clusters
  Score: Raw -402088.342800 + Penalty 2667.139675 = -399421.203126
  nChanged 1462
		SP:Iteration 1F (10686.340000 sec): 3 clusters
  Score: Raw -402924.749226 + Penalty 2667.139675 = -400257.609551
  nChanged 303
		SP:Iteration 2F (10686.360000 sec): 3 clusters
  Score: Raw -403153.375859 + Penalty 2667.139675 = -400486.236184
  nChanged 265
		SP:Iteration 3F (10686.360000 sec): 3 clusters
  Score: Raw -403345.733530 + Penalty 2667.139675 = -400678.593855
  nChanged 202
		SP:Iteration 4F (10686.370000 sec): 3 clusters
  Score: Raw -403506.715949 + Penalty 2667.139675 = -400839.576274
  nChanged 189
		SP:Iteration 5F (10686.380000 sec): 3 clusters
  Score: Raw -403644.941172 + Penalty 2667.139675 = -400977.801497
  nChanged 160
		SP:Iteration 6Q (10686.390000 sec): 3 clusters
  Score: Raw -403767.924821 + Penalty 2667.139675 = -401100.785146
  nChanged 126
		SP:Iteration 7Q (10686.400000 sec): 3 clusters
  Score: Raw -403861.320261 + Penalty 2667.139675 = -401194.180586
  nChanged 101
		SP:Iteration 8Q (10686.400000 sec): 3 clusters
  Score: Raw -403925.886496 + Penalty 2667.139675 = -401258.746821
  nChanged 83
		SP:Iteration 9Q (10686.410000 sec): 3 clusters
  Score: Raw -403975.853430 + Penalty 2667.139675 = -401308.713755
  nChanged 69
		SP:Iteration 10Q (10686.420000 sec): 3 clusters
  Score: Raw -404012.188791 + Penalty 2667.139675 = -401345.049116
  nChanged 63
		SP:Iteration 11Q (10686.430000 sec): 3 clusters
  Score: Raw -404043.051052 + Penalty 2667.139675 = -401375.911377
  nChanged 52
		SP:Iteration 12Q (10686.440000 sec): 3 clusters
  Score: Raw -404070.535179 + Penalty 2667.139675 = -401403.395504
  nChanged 26
		SP:Iteration 13Q (10686.450000 sec): 3 clusters
  Score: Raw -404081.746311 + Penalty 2667.139675 = -401414.606636
  nChanged 22
		SP:Iteration 14Q (10686.460000 sec): 3 clusters
  Score: Raw -404089.053366 + Penalty 2667.139675 = -401421.913691
  nChanged 17
		SP:Iteration 15Q (10686.460000 sec): 3 clusters
  Score: Raw -404094.077521 + Penalty 2667.139675 = -401426.937846
  nChanged 15
		SP:Iteration 16Q (10686.470000 sec): 3 clusters
  Score: Raw -404098.544225 + Penalty 2667.139675 = -401431.404550
  nChanged 12
		SP:Iteration 17Q (10686.480000 sec): 3 clusters
  Score: Raw -404101.819274 + Penalty 2667.139675 = -401434.679599
  nChanged 8
		SP:Iteration 18Q (10686.490000 sec): 3 clusters
  Score: Raw -404105.353703 + Penalty 2667.139675 = -401438.214029
  nChanged 7
		SP:Iteration 19Q (10686.500000 sec): 3 clusters
  Score: Raw -404108.525659 + Penalty 2667.139675 = -401441.385984
  nChanged 9
		SP:Iteration 20F (10686.500000 sec): 3 clusters
  Score: Raw -404111.568261 + Penalty 2667.139675 = -401444.428586
  nChanged 7
		SP:Iteration 21Q (10686.520000 sec): 3 clusters
  Score: Raw -404113.832374 + Penalty 2667.139675 = -401446.692700
  nChanged 5
		SP:Iteration 22Q (10686.520000 sec): 3 clusters
  Score: Raw -404115.475624 + Penalty 2667.139675 = -401448.335950
  nChanged 0
		SP:Iteration 23F (10686.530000 sec): 3 clusters
  Score: Raw -404115.475624 + Penalty 2667.139675 = -401448.335950
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10686.550000 sec): 2 clusters
  Score: Raw -731377.294750 + Penalty 1423.190937 = -729954.103813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10686.570000 sec): 3 clusters
  Score: Raw -727996.556390 + Penalty 2846.381874 = -725150.174516
  nChanged 2607
		SP:Iteration 1F (10686.580000 sec): 3 clusters
  Score: Raw -729415.324776 + Penalty 2846.381874 = -726568.942903
  nChanged 422
		SP:Iteration 2F (10686.600000 sec): 3 clusters
  Score: Raw -729609.564302 + Penalty 2846.381874 = -726763.182429
  nChanged 306
		SP:Iteration 3Q (10686.610000 sec): 3 clusters
  Score: Raw -729741.573199 + Penalty 2846.381874 = -726895.191325
  nChanged 264
		SP:Iteration 4Q (10686.630000 sec): 3 clusters
  Score: Raw -729860.934843 + Penalty 2846.381874 = -727014.552970
  nChanged 261
		SP:Iteration 5Q (10686.640000 sec): 3 clusters
  Score: Raw -729990.535269 + Penalty 2846.381874 = -727144.153395
  nChanged 256
		SP:Iteration 6Q (10686.660000 sec): 3 clusters
  Score: Raw -730129.750790 + Penalty 2846.381874 = -727283.368916
  nChanged 255
		SP:Iteration 7Q (10686.670000 sec): 3 clusters
  Score: Raw -730276.498693 + Penalty 2846.381874 = -727430.116820
  nChanged 292
		SP:Iteration 8Q (10686.690000 sec): 3 clusters
  Score: Raw -730454.306609 + Penalty 2846.381874 = -727607.924735
  nChanged 273
		SP:Iteration 9Q (10686.700000 sec): 3 clusters
  Score: Raw -730629.507742 + Penalty 2846.381874 = -727783.125869
  nChanged 265
		SP:Iteration 10Q (10686.720000 sec): 3 clusters
  Score: Raw -730819.815678 + Penalty 2846.381874 = -727973.433805
  nChanged 247
		SP:Iteration 11Q (10686.730000 sec): 3 clusters
  Score: Raw -731007.271952 + Penalty 2846.381874 = -728160.890078
  nChanged 199
		SP:Iteration 12Q (10686.750000 sec): 3 clusters
  Score: Raw -731152.158133 + Penalty 2846.381874 = -728305.776259
  nChanged 151
		SP:Iteration 13Q (10686.760000 sec): 3 clusters
  Score: Raw -731263.564343 + Penalty 2846.381874 = -728417.182469
  nChanged 115
		SP:Iteration 14Q (10686.780000 sec): 3 clusters
  Score: Raw -731363.899731 + Penalty 2846.381874 = -728517.517857
  nChanged 72
		SP:Iteration 15Q (10686.790000 sec): 3 clusters
  Score: Raw -731426.874293 + Penalty 2846.381874 = -728580.492419
  nChanged 55
		SP:Iteration 16Q (10686.800000 sec): 3 clusters
  Score: Raw -731467.486085 + Penalty 2846.381874 = -728621.104212
  nChanged 44
		SP:Iteration 17Q (10686.820000 sec): 3 clusters
  Score: Raw -731498.050595 + Penalty 2846.381874 = -728651.668721
  nChanged 30
		SP:Iteration 18Q (10686.830000 sec): 3 clusters
  Score: Raw -731517.190567 + Penalty 2846.381874 = -728670.808694
  nChanged 17
		SP:Iteration 19Q (10686.840000 sec): 3 clusters
  Score: Raw -731529.420402 + Penalty 2846.381874 = -728683.038529
  nChanged 12
		SP:Iteration 20F (10686.860000 sec): 3 clusters
  Score: Raw -731536.566718 + Penalty 2846.381874 = -728690.184845
  nChanged 6
		SP:Iteration 21Q (10686.870000 sec): 3 clusters
  Score: Raw -731539.790534 + Penalty 2846.381874 = -728693.408660
  nChanged 6
		SP:Iteration 22Q (10686.890000 sec): 3 clusters
  Score: Raw -731544.962609 + Penalty 2846.381874 = -728698.580735
  nChanged 4
		SP:Iteration 23Q (10686.900000 sec): 3 clusters
  Score: Raw -731549.303486 + Penalty 2846.381874 = -728702.921612
  nChanged 5
		SP:Iteration 24Q (10686.910000 sec): 3 clusters
  Score: Raw -731554.886238 + Penalty 2846.381874 = -728708.504364
  nChanged 2
		SP:Iteration 25Q (10686.930000 sec): 3 clusters
  Score: Raw -731556.523995 + Penalty 2846.381874 = -728710.142122
  nChanged 1
		SP:Iteration 26Q (10686.940000 sec): 3 clusters
  Score: Raw -731557.218718 + Penalty 2846.381874 = -728710.836845
  nChanged 2
		SP:Iteration 27Q (10686.950000 sec): 3 clusters
  Score: Raw -731558.458794 + Penalty 2846.381874 = -728712.076920
  nChanged 2
		SP:Iteration 28Q (10686.960000 sec): 3 clusters
  Score: Raw -731559.639625 + Penalty 2846.381874 = -728713.257752
  nChanged 3
		SP:Iteration 29Q (10686.980000 sec): 3 clusters
  Score: Raw -731562.843005 + Penalty 2846.381874 = -728716.461131
  nChanged 3
		SP:Iteration 30Q (10686.990000 sec): 3 clusters
  Score: Raw -731564.758579 + Penalty 2846.381874 = -728718.376706
  nChanged 3
		SP:Iteration 31Q (10687.000000 sec): 3 clusters
  Score: Raw -731566.793846 + Penalty 2846.381874 = -728720.411973
  nChanged 5
		SP:Iteration 32Q (10687.020000 sec): 3 clusters
  Score: Raw -731572.441999 + Penalty 2846.381874 = -728726.060126
  nChanged 6
		SP:Iteration 33Q (10687.030000 sec): 3 clusters
  Score: Raw -731577.113292 + Penalty 2846.381874 = -728730.731418
  nChanged 4
		SP:Iteration 34Q (10687.040000 sec): 3 clusters
  Score: Raw -731581.529083 + Penalty 2846.381874 = -728735.147210
  nChanged 6
		SP:Iteration 35Q (10687.060000 sec): 3 clusters
  Score: Raw -731585.745742 + Penalty 2846.381874 = -728739.363868
  nChanged 2
		SP:Iteration 36Q (10687.070000 sec): 3 clusters
  Score: Raw -731586.948487 + Penalty 2846.381874 = -728740.566614
  nChanged 2
		SP:Iteration 37Q (10687.080000 sec): 3 clusters
  Score: Raw -731587.847444 + Penalty 2846.381874 = -728741.465571
  nChanged 2
		SP:Iteration 38Q (10687.100000 sec): 3 clusters
  Score: Raw -731589.897079 + Penalty 2846.381874 = -728743.515206
  nChanged 3
		SP:Iteration 39Q (10687.110000 sec): 3 clusters
  Score: Raw -731592.610500 + Penalty 2846.381874 = -728746.228626
  nChanged 4
		SP:Iteration 40F (10687.120000 sec): 3 clusters
  Score: Raw -731595.194361 + Penalty 2846.381874 = -728748.812488
  nChanged 1
		SP:Iteration 41Q (10687.140000 sec): 3 clusters
  Score: Raw -731595.822452 + Penalty 2846.381874 = -728749.440578
  nChanged 2
		SP:Iteration 42Q (10687.150000 sec): 3 clusters
  Score: Raw -731597.042382 + Penalty 2846.381874 = -728750.660508
  nChanged 1
		SP:Iteration 43Q (10687.160000 sec): 3 clusters
  Score: Raw -731598.061485 + Penalty 2846.381874 = -728751.679611
  nChanged 0
		SP:Iteration 44F (10687.180000 sec): 3 clusters
  Score: Raw -731598.061485 + Penalty 2846.381874 = -728751.679611
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10687.180000 sec): 2 clusters
  Score: Raw -60857.950621 + Penalty 1019.035620 = -59838.915001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10687.180000 sec): 3 clusters
  Score: Raw -60772.376631 + Penalty 2038.071240 = -58734.305390
  nChanged 127
		SP:Iteration 1F (10687.180000 sec): 3 clusters
  Score: Raw -60920.354594 + Penalty 2038.071240 = -58882.283354
  nChanged 33
		SP:Iteration 2F (10687.190000 sec): 3 clusters
  Score: Raw -60969.477234 + Penalty 2038.071240 = -58931.405994
  nChanged 12
		SP:Iteration 3Q (10687.190000 sec): 3 clusters
  Score: Raw -60986.322821 + Penalty 2038.071240 = -58948.251581
  nChanged 8
		SP:Iteration 4Q (10687.190000 sec): 3 clusters
  Score: Raw -60993.686040 + Penalty 2038.071240 = -58955.614800
  nChanged 2
		SP:Iteration 5Q (10687.190000 sec): 3 clusters
  Score: Raw -60996.434794 + Penalty 2038.071240 = -58958.363554
  nChanged 5
		SP:Iteration 6Q (10687.190000 sec): 3 clusters
  Score: Raw -61002.046520 + Penalty 2038.071240 = -58963.975279
  nChanged 0
		SP:Iteration 7F (10687.190000 sec): 3 clusters
  Score: Raw -61002.046520 + Penalty 2038.071240 = -58963.975279
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10687.210000 sec): 2 clusters
  Score: Raw -545873.159795 + Penalty 1376.765814 = -544496.393981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10687.220000 sec): 3 clusters
  Score: Raw -543422.168704 + Penalty 2753.531628 = -540668.637076
  nChanged 1942
		SP:Iteration 1F (10687.230000 sec): 3 clusters
  Score: Raw -544517.064252 + Penalty 2753.531628 = -541763.532625
  nChanged 373
		SP:Iteration 2F (10687.240000 sec): 3 clusters
  Score: Raw -544770.949438 + Penalty 2753.531628 = -542017.417810
  nChanged 314
		SP:Iteration 3F (10687.260000 sec): 3 clusters
  Score: Raw -544983.192469 + Penalty 2753.531628 = -542229.660842
  nChanged 259
		SP:Iteration 4F (10687.270000 sec): 3 clusters
  Score: Raw -545165.926393 + Penalty 2753.531628 = -542412.394765
  nChanged 216
		SP:Iteration 5Q (10687.280000 sec): 3 clusters
  Score: Raw -545312.993883 + Penalty 2753.531628 = -542559.462256
  nChanged 181
		SP:Iteration 6Q (10687.290000 sec): 3 clusters
  Score: Raw -545424.106189 + Penalty 2753.531628 = -542670.574561
  nChanged 181
		SP:Iteration 7Q (10687.300000 sec): 3 clusters
  Score: Raw -545535.070161 + Penalty 2753.531628 = -542781.538533
  nChanged 164
		SP:Iteration 8Q (10687.310000 sec): 3 clusters
  Score: Raw -545644.040887 + Penalty 2753.531628 = -542890.509259
  nChanged 149
		SP:Iteration 9Q (10687.320000 sec): 3 clusters
  Score: Raw -545731.223820 + Penalty 2753.531628 = -542977.692192
  nChanged 120
		SP:Iteration 10Q (10687.330000 sec): 3 clusters
  Score: Raw -545803.380715 + Penalty 2753.531628 = -543049.849087
  nChanged 132
		SP:Iteration 11Q (10687.340000 sec): 3 clusters
  Score: Raw -545882.846886 + Penalty 2753.531628 = -543129.315258
  nChanged 110
		SP:Iteration 12Q (10687.350000 sec): 3 clusters
  Score: Raw -545948.831999 + Penalty 2753.531628 = -543195.300372
  nChanged 97
		SP:Iteration 13Q (10687.360000 sec): 3 clusters
  Score: Raw -546000.301819 + Penalty 2753.531628 = -543246.770191
  nChanged 84
		SP:Iteration 14Q (10687.380000 sec): 3 clusters
  Score: Raw -546042.866103 + Penalty 2753.531628 = -543289.334476
  nChanged 68
		SP:Iteration 15Q (10687.380000 sec): 3 clusters
  Score: Raw -546073.811808 + Penalty 2753.531628 = -543320.280180
  nChanged 50
		SP:Iteration 16Q (10687.400000 sec): 3 clusters
  Score: Raw -546087.285416 + Penalty 2753.531628 = -543333.753789
  nChanged 30
		SP:Iteration 17Q (10687.410000 sec): 3 clusters
  Score: Raw -546098.124602 + Penalty 2753.531628 = -543344.592974
  nChanged 27
		SP:Iteration 18Q (10687.420000 sec): 3 clusters
  Score: Raw -546106.888171 + Penalty 2753.531628 = -543353.356543
  nChanged 25
		SP:Iteration 19Q (10687.430000 sec): 3 clusters
  Score: Raw -546116.243641 + Penalty 2753.531628 = -543362.712013
  nChanged 31
		SP:Iteration 20F (10687.440000 sec): 3 clusters
  Score: Raw -546129.419192 + Penalty 2753.531628 = -543375.887564
  nChanged 20
		SP:Iteration 21Q (10687.450000 sec): 3 clusters
  Score: Raw -546134.738667 + Penalty 2753.531628 = -543381.207039
  nChanged 13
		SP:Iteration 22Q (10687.460000 sec): 3 clusters
  Score: Raw -546139.878450 + Penalty 2753.531628 = -543386.346822
  nChanged 19
		SP:Iteration 23Q (10687.470000 sec): 3 clusters
  Score: Raw -546148.208260 + Penalty 2753.531628 = -543394.676632
  nChanged 21
		SP:Iteration 24Q (10687.480000 sec): 3 clusters
  Score: Raw -546155.673072 + Penalty 2753.531628 = -543402.141444
  nChanged 19
		SP:Iteration 25Q (10687.490000 sec): 3 clusters
  Score: Raw -546162.273804 + Penalty 2753.531628 = -543408.742176
  nChanged 16
		SP:Iteration 26Q (10687.500000 sec): 3 clusters
  Score: Raw -546167.882114 + Penalty 2753.531628 = -543414.350486
  nChanged 24
		SP:Iteration 27Q (10687.510000 sec): 3 clusters
  Score: Raw -546181.065831 + Penalty 2753.531628 = -543427.534204
  nChanged 24
		SP:Iteration 28Q (10687.520000 sec): 3 clusters
  Score: Raw -546197.997221 + Penalty 2753.531628 = -543444.465593
  nChanged 25
		SP:Iteration 29Q (10687.530000 sec): 3 clusters
  Score: Raw -546211.903259 + Penalty 2753.531628 = -543458.371631
  nChanged 17
		SP:Iteration 30Q (10687.540000 sec): 3 clusters
  Score: Raw -546217.656049 + Penalty 2753.531628 = -543464.124422
  nChanged 15
		SP:Iteration 31Q (10687.550000 sec): 3 clusters
  Score: Raw -546224.259705 + Penalty 2753.531628 = -543470.728078
  nChanged 18
		SP:Iteration 32Q (10687.560000 sec): 3 clusters
  Score: Raw -546232.769378 + Penalty 2753.531628 = -543479.237750
  nChanged 23
		SP:Iteration 33Q (10687.570000 sec): 3 clusters
  Score: Raw -546242.150905 + Penalty 2753.531628 = -543488.619278
  nChanged 22
		SP:Iteration 34Q (10687.580000 sec): 3 clusters
  Score: Raw -546251.935707 + Penalty 2753.531628 = -543498.404080
  nChanged 23
		SP:Iteration 35Q (10687.590000 sec): 3 clusters
  Score: Raw -546258.665662 + Penalty 2753.531628 = -543505.134034
  nChanged 10
		SP:Iteration 36Q (10687.600000 sec): 3 clusters
  Score: Raw -546261.084136 + Penalty 2753.531628 = -543507.552508
  nChanged 8
		SP:Iteration 37Q (10687.610000 sec): 3 clusters
  Score: Raw -546262.685631 + Penalty 2753.531628 = -543509.154003
  nChanged 6
		SP:Iteration 38Q (10687.620000 sec): 3 clusters
  Score: Raw -546264.506260 + Penalty 2753.531628 = -543510.974632
  nChanged 7
		SP:Iteration 39Q (10687.630000 sec): 3 clusters
  Score: Raw -546266.776949 + Penalty 2753.531628 = -543513.245321
  nChanged 11
		SP:Iteration 40F (10687.640000 sec): 3 clusters
  Score: Raw -546269.990478 + Penalty 2753.531628 = -543516.458850
  nChanged 13
		SP:Iteration 41Q (10687.650000 sec): 3 clusters
  Score: Raw -546272.716168 + Penalty 2753.531628 = -543519.184540
  nChanged 11
		SP:Iteration 42Q (10687.660000 sec): 3 clusters
  Score: Raw -546274.287956 + Penalty 2753.531628 = -543520.756328
  nChanged 3
		SP:Iteration 43Q (10687.670000 sec): 3 clusters
  Score: Raw -546274.779532 + Penalty 2753.531628 = -543521.247904
  nChanged 5
		SP:Iteration 44Q (10687.680000 sec): 3 clusters
  Score: Raw -546276.076918 + Penalty 2753.531628 = -543522.545290
  nChanged 5
		SP:Iteration 45Q (10687.690000 sec): 3 clusters
  Score: Raw -546277.024234 + Penalty 2753.531628 = -543523.492606
  nChanged 1
		SP:Iteration 46Q (10687.700000 sec): 3 clusters
  Score: Raw -546277.123691 + Penalty 2753.531628 = -543523.592063
  nChanged 0
		SP:Iteration 47F (10687.710000 sec): 3 clusters
  Score: Raw -546277.123691 + Penalty 2753.531628 = -543523.592063
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10687.720000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10687.720000 sec): 3 clusters
  Score: Raw -42414.586673 + Penalty 1938.997690 = -40475.588983
  nChanged 81
		SP:Iteration 1F (10687.720000 sec): 3 clusters
  Score: Raw -42539.679151 + Penalty 1938.997690 = -40600.681461
  nChanged 17
		SP:Iteration 2Q (10687.720000 sec): 3 clusters
  Score: Raw -42582.352950 + Penalty 1938.997690 = -40643.355259
  nChanged 6
		SP:Iteration 3Q (10687.720000 sec): 3 clusters
  Score: Raw -42588.801727 + Penalty 1938.997690 = -40649.804037
  nChanged 3
		SP:Iteration 4Q (10687.720000 sec): 3 clusters
  Score: Raw -42592.278718 + Penalty 1938.997690 = -40653.281028
  nChanged 2
		SP:Iteration 5Q (10687.720000 sec): 3 clusters
  Score: Raw -42596.008748 + Penalty 1938.997690 = -40657.011058
  nChanged 0
		SP:Iteration 6F (10687.720000 sec): 3 clusters
  Score: Raw -42596.008748 + Penalty 1938.997690 = -40657.011058
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (2027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10687.730000 sec): 2 clusters
  Score: Raw -211102.337366 + Penalty 1237.325724 = -209865.011642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10687.740000 sec): 3 clusters
  Score: Raw -210271.314575 + Penalty 2474.651448 = -207796.663127
  nChanged 737
		SP:Iteration 1F (10687.740000 sec): 3 clusters
  Score: Raw -211002.420797 + Penalty 2474.651448 = -208527.769350
  nChanged 210
		SP:Iteration 2F (10687.750000 sec): 3 clusters
  Score: Raw -211312.549686 + Penalty 2474.651448 = -208837.898238
  nChanged 151
		SP:Iteration 3F (10687.760000 sec): 3 clusters
  Score: Raw -211532.004532 + Penalty 2474.651448 = -209057.353084
  nChanged 113
		SP:Iteration 4F (10687.760000 sec): 3 clusters
  Score: Raw -211679.228841 + Penalty 2474.651448 = -209204.577394
  nChanged 89
		SP:Iteration 5Q (10687.770000 sec): 3 clusters
  Score: Raw -211800.757249 + Penalty 2474.651448 = -209326.105802
  nChanged 72
		SP:Iteration 6Q (10687.770000 sec): 3 clusters
  Score: Raw -211892.154156 + Penalty 2474.651448 = -209417.502708
  nChanged 52
		SP:Iteration 7Q (10687.780000 sec): 3 clusters
  Score: Raw -211941.167932 + Penalty 2474.651448 = -209466.516484
  nChanged 36
		SP:Iteration 8Q (10687.780000 sec): 3 clusters
  Score: Raw -211965.093380 + Penalty 2474.651448 = -209490.441932
  nChanged 26
		SP:Iteration 9Q (10687.790000 sec): 3 clusters
  Score: Raw -211985.424691 + Penalty 2474.651448 = -209510.773243
  nChanged 16
		SP:Iteration 10Q (10687.790000 sec): 3 clusters
  Score: Raw -211996.554009 + Penalty 2474.651448 = -209521.902561
  nChanged 17
		SP:Iteration 11Q (10687.790000 sec): 3 clusters
  Score: Raw -212008.911046 + Penalty 2474.651448 = -209534.259598
  nChanged 12
		SP:Iteration 12Q (10687.800000 sec): 3 clusters
  Score: Raw -212016.701850 + Penalty 2474.651448 = -209542.050402
  nChanged 4
		SP:Iteration 13Q (10687.800000 sec): 3 clusters
  Score: Raw -212017.847585 + Penalty 2474.651448 = -209543.196137
  nChanged 2
		SP:Iteration 14Q (10687.810000 sec): 3 clusters
  Score: Raw -212018.477755 + Penalty 2474.651448 = -209543.826307
  nChanged 2
		SP:Iteration 15Q (10687.810000 sec): 3 clusters
  Score: Raw -212019.270568 + Penalty 2474.651448 = -209544.619120
  nChanged 1
		SP:Iteration 16Q (10687.810000 sec): 3 clusters
  Score: Raw -212019.345772 + Penalty 2474.651448 = -209544.694324
  nChanged 0
		SP:Iteration 17F (10687.820000 sec): 3 clusters
  Score: Raw -212019.345772 + Penalty 2474.651448 = -209544.694324
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10687.830000 sec): 2 clusters
  Score: Raw -403397.356614 + Penalty 1343.376994 = -402053.979620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10687.840000 sec): 3 clusters
  Score: Raw -401460.775867 + Penalty 2686.753988 = -398774.021879
  nChanged 1560
		SP:Iteration 1F (10687.850000 sec): 3 clusters
  Score: Raw -402387.549807 + Penalty 2686.753988 = -399700.795819
  nChanged 335
		SP:Iteration 2F (10687.860000 sec): 3 clusters
  Score: Raw -402627.446076 + Penalty 2686.753988 = -399940.692088
  nChanged 261
		SP:Iteration 3F (10687.870000 sec): 3 clusters
  Score: Raw -402842.879307 + Penalty 2686.753988 = -400156.125319
  nChanged 229
		SP:Iteration 4F (10687.880000 sec): 3 clusters
  Score: Raw -403005.329383 + Penalty 2686.753988 = -400318.575395
  nChanged 174
		SP:Iteration 5Q (10687.890000 sec): 3 clusters
  Score: Raw -403122.471940 + Penalty 2686.753988 = -400435.717952
  nChanged 136
		SP:Iteration 6Q (10687.900000 sec): 3 clusters
  Score: Raw -403194.010758 + Penalty 2686.753988 = -400507.256770
  nChanged 130
		SP:Iteration 7Q (10687.910000 sec): 3 clusters
  Score: Raw -403268.292295 + Penalty 2686.753988 = -400581.538307
  nChanged 118
		SP:Iteration 8Q (10687.910000 sec): 3 clusters
  Score: Raw -403341.919447 + Penalty 2686.753988 = -400655.165459
  nChanged 100
		SP:Iteration 9Q (10687.930000 sec): 3 clusters
  Score: Raw -403397.550195 + Penalty 2686.753988 = -400710.796207
  nChanged 96
		SP:Iteration 10Q (10687.930000 sec): 3 clusters
  Score: Raw -403466.115169 + Penalty 2686.753988 = -400779.361181
  nChanged 111
		SP:Iteration 11Q (10687.940000 sec): 3 clusters
  Score: Raw -403552.968059 + Penalty 2686.753988 = -400866.214071
  nChanged 122
		SP:Iteration 12Q (10687.950000 sec): 3 clusters
  Score: Raw -403669.512462 + Penalty 2686.753988 = -400982.758474
  nChanged 121
		SP:Iteration 13Q (10687.960000 sec): 3 clusters
  Score: Raw -403806.597311 + Penalty 2686.753988 = -401119.843323
  nChanged 132
		SP:Iteration 14Q (10687.970000 sec): 3 clusters
  Score: Raw -403947.950853 + Penalty 2686.753988 = -401261.196865
  nChanged 118
		SP:Iteration 15Q (10687.980000 sec): 3 clusters
  Score: Raw -404088.698105 + Penalty 2686.753988 = -401401.944117
  nChanged 138
		SP:Iteration 16Q (10687.990000 sec): 3 clusters
  Score: Raw -404235.356559 + Penalty 2686.753988 = -401548.602571
  nChanged 113
		SP:Iteration 17Q (10687.990000 sec): 3 clusters
  Score: Raw -404366.704570 + Penalty 2686.753988 = -401679.950582
  nChanged 112
		SP:Iteration 18Q (10688.000000 sec): 3 clusters
  Score: Raw -404553.061198 + Penalty 2686.753988 = -401866.307210
  nChanged 120
		SP:Iteration 19Q (10688.010000 sec): 3 clusters
  Score: Raw -404787.909080 + Penalty 2686.753988 = -402101.155092
  nChanged 98
		SP:Iteration 20F (10688.020000 sec): 3 clusters
  Score: Raw -404955.679476 + Penalty 2686.753988 = -402268.925488
  nChanged 60
		SP:Iteration 21Q (10688.030000 sec): 3 clusters
  Score: Raw -405028.785859 + Penalty 2686.753988 = -402342.031871
  nChanged 37
		SP:Iteration 22Q (10688.030000 sec): 3 clusters
  Score: Raw -405058.554674 + Penalty 2686.753988 = -402371.800686
  nChanged 28
		SP:Iteration 23Q (10688.040000 sec): 3 clusters
  Score: Raw -405085.483840 + Penalty 2686.753988 = -402398.729852
  nChanged 22
		SP:Iteration 24Q (10688.050000 sec): 3 clusters
  Score: Raw -405106.718107 + Penalty 2686.753988 = -402419.964119
  nChanged 20
		SP:Iteration 25Q (10688.050000 sec): 3 clusters
  Score: Raw -405129.258763 + Penalty 2686.753988 = -402442.504775
  nChanged 23
		SP:Iteration 26Q (10688.060000 sec): 3 clusters
  Score: Raw -405150.872359 + Penalty 2686.753988 = -402464.118371
  nChanged 18
		SP:Iteration 27Q (10688.070000 sec): 3 clusters
  Score: Raw -405160.232712 + Penalty 2686.753988 = -402473.478725
  nChanged 4
		SP:Iteration 28Q (10688.070000 sec): 3 clusters
  Score: Raw -405161.768787 + Penalty 2686.753988 = -402475.014799
  nChanged 3
		SP:Iteration 29Q (10688.080000 sec): 3 clusters
  Score: Raw -405163.815311 + Penalty 2686.753988 = -402477.061323
  nChanged 3
		SP:Iteration 30Q (10688.090000 sec): 3 clusters
  Score: Raw -405164.470114 + Penalty 2686.753988 = -402477.716127
  nChanged 1
		SP:Iteration 31Q (10688.090000 sec): 3 clusters
  Score: Raw -405164.672391 + Penalty 2686.753988 = -402477.918403
  nChanged 2
		SP:Iteration 32Q (10688.100000 sec): 3 clusters
  Score: Raw -405165.108402 + Penalty 2686.753988 = -402478.354414
  nChanged 0
		SP:Iteration 33F (10688.110000 sec): 3 clusters
  Score: Raw -405166.827087 + Penalty 2686.753988 = -402480.073099
  nChanged 1
		SP:Iteration 34Q (10688.110000 sec): 3 clusters
  Score: Raw -405167.390615 + Penalty 2686.753988 = -402480.636627
  nChanged 2
		SP:Iteration 35Q (10688.120000 sec): 3 clusters
  Score: Raw -405167.660469 + Penalty 2686.753988 = -402480.906481
  nChanged 1
		SP:Iteration 36Q (10688.130000 sec): 3 clusters
  Score: Raw -405167.752859 + Penalty 2686.753988 = -402480.998871
  nChanged 0
		SP:Iteration 37F (10688.140000 sec): 3 clusters
  Score: Raw -405167.752859 + Penalty 2686.753988 = -402480.998871
  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 12.55 GB.

 Trying to split cluster 66 (2029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10688.150000 sec): 2 clusters
  Score: Raw -205630.207152 + Penalty 1237.485980 = -204392.721172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10688.160000 sec): 3 clusters
  Score: Raw -204778.246574 + Penalty 2474.971960 = -202303.274613
  nChanged 725
		SP:Iteration 1F (10688.170000 sec): 3 clusters
  Score: Raw -205284.383461 + Penalty 2474.971960 = -202809.411500
  nChanged 189
		SP:Iteration 2F (10688.170000 sec): 3 clusters
  Score: Raw -205441.221445 + Penalty 2474.971960 = -202966.249484
  nChanged 96
		SP:Iteration 3Q (10688.170000 sec): 3 clusters
  Score: Raw -205507.575820 + Penalty 2474.971960 = -203032.603860
  nChanged 71
		SP:Iteration 4Q (10688.180000 sec): 3 clusters
  Score: Raw -205564.875536 + Penalty 2474.971960 = -203089.903575
  nChanged 63
		SP:Iteration 5Q (10688.180000 sec): 3 clusters
  Score: Raw -205622.825898 + Penalty 2474.971960 = -203147.853938
  nChanged 66
		SP:Iteration 6Q (10688.190000 sec): 3 clusters
  Score: Raw -205682.599295 + Penalty 2474.971960 = -203207.627335
  nChanged 60
		SP:Iteration 7Q (10688.190000 sec): 3 clusters
  Score: Raw -205730.130312 + Penalty 2474.971960 = -203255.158352
  nChanged 58
		SP:Iteration 8Q (10688.200000 sec): 3 clusters
  Score: Raw -205776.657666 + Penalty 2474.971960 = -203301.685706
  nChanged 41
		SP:Iteration 9Q (10688.200000 sec): 3 clusters
  Score: Raw -205813.800399 + Penalty 2474.971960 = -203338.828438
  nChanged 32
		SP:Iteration 10Q (10688.210000 sec): 3 clusters
  Score: Raw -205838.649031 + Penalty 2474.971960 = -203363.677071
  nChanged 29
		SP:Iteration 11Q (10688.210000 sec): 3 clusters
  Score: Raw -205855.214783 + Penalty 2474.971960 = -203380.242822
  nChanged 27
		SP:Iteration 12Q (10688.210000 sec): 3 clusters
  Score: Raw -205870.696390 + Penalty 2474.971960 = -203395.724430
  nChanged 18
		SP:Iteration 13Q (10688.220000 sec): 3 clusters
  Score: Raw -205884.924107 + Penalty 2474.971960 = -203409.952146
  nChanged 22
		SP:Iteration 14Q (10688.230000 sec): 3 clusters
  Score: Raw -205899.114860 + Penalty 2474.971960 = -203424.142900
  nChanged 26
		SP:Iteration 15Q (10688.230000 sec): 3 clusters
  Score: Raw -205916.764229 + Penalty 2474.971960 = -203441.792269
  nChanged 21
		SP:Iteration 16Q (10688.230000 sec): 3 clusters
  Score: Raw -205932.647940 + Penalty 2474.971960 = -203457.675980
  nChanged 21
		SP:Iteration 17Q (10688.240000 sec): 3 clusters
  Score: Raw -205945.464476 + Penalty 2474.971960 = -203470.492515
  nChanged 23
		SP:Iteration 18Q (10688.240000 sec): 3 clusters
  Score: Raw -205959.113547 + Penalty 2474.971960 = -203484.141586
  nChanged 19
		SP:Iteration 19Q (10688.250000 sec): 3 clusters
  Score: Raw -205970.877630 + Penalty 2474.971960 = -203495.905670
  nChanged 11
		SP:Iteration 20F (10688.250000 sec): 3 clusters
  Score: Raw -205978.092111 + Penalty 2474.971960 = -203503.120150
  nChanged 11
		SP:Iteration 21Q (10688.260000 sec): 3 clusters
  Score: Raw -205983.333452 + Penalty 2474.971960 = -203508.361491
  nChanged 8
		SP:Iteration 22Q (10688.260000 sec): 3 clusters
  Score: Raw -205989.859153 + Penalty 2474.971960 = -203514.887192
  nChanged 9
		SP:Iteration 23Q (10688.270000 sec): 3 clusters
  Score: Raw -205994.927769 + Penalty 2474.971960 = -203519.955809
  nChanged 6
		SP:Iteration 24Q (10688.270000 sec): 3 clusters
  Score: Raw -206000.151675 + Penalty 2474.971960 = -203525.179715
  nChanged 9
		SP:Iteration 25Q (10688.270000 sec): 3 clusters
  Score: Raw -206005.736857 + Penalty 2474.971960 = -203530.764896
  nChanged 11
		SP:Iteration 26Q (10688.280000 sec): 3 clusters
  Score: Raw -206013.524624 + Penalty 2474.971960 = -203538.552664
  nChanged 8
		SP:Iteration 27Q (10688.290000 sec): 3 clusters
  Score: Raw -206019.679803 + Penalty 2474.971960 = -203544.707842
  nChanged 8
		SP:Iteration 28Q (10688.290000 sec): 3 clusters
  Score: Raw -206025.754955 + Penalty 2474.971960 = -203550.782995
  nChanged 9
		SP:Iteration 29Q (10688.290000 sec): 3 clusters
  Score: Raw -206037.213034 + Penalty 2474.971960 = -203562.241074
  nChanged 12
		SP:Iteration 30Q (10688.300000 sec): 3 clusters
  Score: Raw -206045.462860 + Penalty 2474.971960 = -203570.490899
  nChanged 11
		SP:Iteration 31Q (10688.300000 sec): 3 clusters
  Score: Raw -206051.545420 + Penalty 2474.971960 = -203576.573459
  nChanged 7
		SP:Iteration 32Q (10688.310000 sec): 3 clusters
  Score: Raw -206055.343768 + Penalty 2474.971960 = -203580.371808
  nChanged 5
		SP:Iteration 33Q (10688.310000 sec): 3 clusters
  Score: Raw -206059.539134 + Penalty 2474.971960 = -203584.567174
  nChanged 10
		SP:Iteration 34Q (10688.310000 sec): 3 clusters
  Score: Raw -206064.174568 + Penalty 2474.971960 = -203589.202608
  nChanged 9
		SP:Iteration 35Q (10688.320000 sec): 3 clusters
  Score: Raw -206069.066187 + Penalty 2474.971960 = -203594.094227
  nChanged 8
		SP:Iteration 36Q (10688.330000 sec): 3 clusters
  Score: Raw -206073.054974 + Penalty 2474.971960 = -203598.083014
  nChanged 11
		SP:Iteration 37Q (10688.330000 sec): 3 clusters
  Score: Raw -206079.233906 + Penalty 2474.971960 = -203604.261946
  nChanged 10
		SP:Iteration 38Q (10688.330000 sec): 3 clusters
  Score: Raw -206087.995059 + Penalty 2474.971960 = -203613.023099
  nChanged 15
		SP:Iteration 39Q (10688.340000 sec): 3 clusters
  Score: Raw -206099.798897 + Penalty 2474.971960 = -203624.826936
  nChanged 12
		SP:Iteration 40F (10688.340000 sec): 3 clusters
  Score: Raw -206109.816648 + Penalty 2474.971960 = -203634.844688
  nChanged 10
		SP:Iteration 41Q (10688.350000 sec): 3 clusters
  Score: Raw -206115.483636 + Penalty 2474.971960 = -203640.511676
  nChanged 4
		SP:Iteration 42Q (10688.350000 sec): 3 clusters
  Score: Raw -206116.809453 + Penalty 2474.971960 = -203641.837493
  nChanged 4
		SP:Iteration 43Q (10688.350000 sec): 3 clusters
  Score: Raw -206119.341977 + Penalty 2474.971960 = -203644.370016
  nChanged 2
		SP:Iteration 44Q (10688.360000 sec): 3 clusters
  Score: Raw -206120.644909 + Penalty 2474.971960 = -203645.672949
  nChanged 6
		SP:Iteration 45Q (10688.370000 sec): 3 clusters
  Score: Raw -206124.940200 + Penalty 2474.971960 = -203649.968240
  nChanged 4
		SP:Iteration 46Q (10688.370000 sec): 3 clusters
  Score: Raw -206126.379939 + Penalty 2474.971960 = -203651.407979
  nChanged 3
		SP:Iteration 47Q (10688.370000 sec): 3 clusters
  Score: Raw -206127.680919 + Penalty 2474.971960 = -203652.708959
  nChanged 4
		SP:Iteration 48Q (10688.380000 sec): 3 clusters
  Score: Raw -206130.552923 + Penalty 2474.971960 = -203655.580963
  nChanged 2
		SP:Iteration 49Q (10688.380000 sec): 3 clusters
  Score: Raw -206131.141221 + Penalty 2474.971960 = -203656.169260
  nChanged 2
		SP:Iteration 50Q (10688.390000 sec): 3 clusters
  Score: Raw -206132.072881 + Penalty 2474.971960 = -203657.100920
  nChanged 1
		SP:Iteration 51Q (10688.390000 sec): 3 clusters
  Score: Raw -206133.038913 + Penalty 2474.971960 = -203658.066953
  nChanged 3
		SP:Iteration 52Q (10688.390000 sec): 3 clusters
  Score: Raw -206133.442488 + Penalty 2474.971960 = -203658.470527
  nChanged 0
		SP:Iteration 53F (10688.400000 sec): 3 clusters
  Score: Raw -206133.442488 + Penalty 2474.971960 = -203658.470527
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (62561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10688.600000 sec): 2 clusters
  Score: Raw -7409824.595653 + Penalty 1794.633321 = -7408029.962332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10688.760000 sec): 3 clusters
  Score: Raw -7369962.207302 + Penalty 3589.266642 = -7366372.940660
  nChanged 29465
		SP:Iteration 1F (10688.920000 sec): 3 clusters
  Score: Raw -7387069.192163 + Penalty 3589.266642 = -7383479.925521
  nChanged 2330
		SP:Iteration 2Q (10689.090000 sec): 3 clusters
  Score: Raw -7387729.415772 + Penalty 3589.266642 = -7384140.149130
  nChanged 2454
		SP:Iteration 3Q (10689.250000 sec): 3 clusters
  Score: Raw -7388523.807969 + Penalty 3589.266642 = -7384934.541327
  nChanged 2669
		SP:Iteration 4Q (10689.410000 sec): 3 clusters
  Score: Raw -7389559.124132 + Penalty 3589.266642 = -7385969.857490
  nChanged 3068
		SP:Iteration 5Q (10689.570000 sec): 3 clusters
  Score: Raw -7390991.791110 + Penalty 3589.266642 = -7387402.524468
  nChanged 3535
		SP:Iteration 6F (10689.730000 sec): 3 clusters
  Score: Raw -7392985.687721 + Penalty 3589.266642 = -7389396.421079
  nChanged 3939
		SP:Iteration 7F (10689.890000 sec): 3 clusters
  Score: Raw -7395631.001721 + Penalty 3589.266642 = -7392041.735079
  nChanged 4027
		SP:Iteration 8F (10690.050000 sec): 3 clusters
  Score: Raw -7398630.820135 + Penalty 3589.266642 = -7395041.553493
  nChanged 3614
		SP:Iteration 9F (10690.210000 sec): 3 clusters
  Score: Raw -7401581.098294 + Penalty 3589.266642 = -7397991.831652
  nChanged 2965
		SP:Iteration 10Q (10690.370000 sec): 3 clusters
  Score: Raw -7403929.987068 + Penalty 3589.266642 = -7400340.720426
  nChanged 2038
		SP:Iteration 11Q (10690.510000 sec): 3 clusters
  Score: Raw -7405449.747500 + Penalty 3589.266642 = -7401860.480858
  nChanged 1526
		SP:Iteration 12Q (10690.650000 sec): 3 clusters
  Score: Raw -7406572.778467 + Penalty 3589.266642 = -7402983.511825
  nChanged 1107
		SP:Iteration 13Q (10690.790000 sec): 3 clusters
  Score: Raw -7407374.415021 + Penalty 3589.266642 = -7403785.148380
  nChanged 869
		SP:Iteration 14Q (10690.920000 sec): 3 clusters
  Score: Raw -7407948.407959 + Penalty 3589.266642 = -7404359.141317
  nChanged 695
		SP:Iteration 15Q (10691.040000 sec): 3 clusters
  Score: Raw -7408372.981704 + Penalty 3589.266642 = -7404783.715062
  nChanged 553
		SP:Iteration 16Q (10691.170000 sec): 3 clusters
  Score: Raw -7408692.431160 + Penalty 3589.266642 = -7405103.164518
  nChanged 457
		SP:Iteration 17Q (10691.290000 sec): 3 clusters
  Score: Raw -7408940.917907 + Penalty 3589.266642 = -7405351.651266
  nChanged 386
		SP:Iteration 18Q (10691.410000 sec): 3 clusters
  Score: Raw -7409142.102723 + Penalty 3589.266642 = -7405552.836081
  nChanged 335
		SP:Iteration 19Q (10691.520000 sec): 3 clusters
  Score: Raw -7409301.940233 + Penalty 3589.266642 = -7405712.673592
  nChanged 295
		SP:Iteration 20F (10691.680000 sec): 3 clusters
  Score: Raw -7409436.487850 + Penalty 3589.266642 = -7405847.221208
  nChanged 248
		SP:Iteration 21Q (10691.790000 sec): 3 clusters
  Score: Raw -7409549.280621 + Penalty 3589.266642 = -7405960.013979
  nChanged 218
		SP:Iteration 22Q (10691.910000 sec): 3 clusters
  Score: Raw -7409643.556329 + Penalty 3589.266642 = -7406054.289687
  nChanged 171
		SP:Iteration 23Q (10692.030000 sec): 3 clusters
  Score: Raw -7409719.435949 + Penalty 3589.266642 = -7406130.169307
  nChanged 135
		SP:Iteration 24Q (10692.140000 sec): 3 clusters
  Score: Raw -7409778.227692 + Penalty 3589.266642 = -7406188.961050
  nChanged 117
		SP:Iteration 25Q (10692.250000 sec): 3 clusters
  Score: Raw -7409831.664482 + Penalty 3589.266642 = -7406242.397840
  nChanged 108
		SP:Iteration 26Q (10692.370000 sec): 3 clusters
  Score: Raw -7409877.427287 + Penalty 3589.266642 = -7406288.160645
  nChanged 79
		SP:Iteration 27Q (10692.480000 sec): 3 clusters
  Score: Raw -7409912.248285 + Penalty 3589.266642 = -7406322.981643
  nChanged 71
		SP:Iteration 28Q (10692.590000 sec): 3 clusters
  Score: Raw -7409942.773327 + Penalty 3589.266642 = -7406353.506685
  nChanged 61
		SP:Iteration 29Q (10692.700000 sec): 3 clusters
  Score: Raw -7409974.789073 + Penalty 3589.266642 = -7406385.522432
  nChanged 52
		SP:Iteration 30Q (10692.810000 sec): 3 clusters
  Score: Raw -7409999.536030 + Penalty 3589.266642 = -7406410.269388
  nChanged 44
		SP:Iteration 31Q (10692.920000 sec): 3 clusters
  Score: Raw -7410017.813765 + Penalty 3589.266642 = -7406428.547123
  nChanged 32
		SP:Iteration 32Q (10693.030000 sec): 3 clusters
  Score: Raw -7410032.126944 + Penalty 3589.266642 = -7406442.860302
  nChanged 36
		SP:Iteration 33Q (10693.130000 sec): 3 clusters
  Score: Raw -7410047.251445 + Penalty 3589.266642 = -7406457.984803
  nChanged 33
		SP:Iteration 34Q (10693.240000 sec): 3 clusters
  Score: Raw -7410060.641121 + Penalty 3589.266642 = -7406471.374479
  nChanged 21
		SP:Iteration 35Q (10693.350000 sec): 3 clusters
  Score: Raw -7410070.363903 + Penalty 3589.266642 = -7406481.097261
  nChanged 22
		SP:Iteration 36Q (10693.460000 sec): 3 clusters
  Score: Raw -7410078.776779 + Penalty 3589.266642 = -7406489.510138
  nChanged 18
		SP:Iteration 37Q (10693.570000 sec): 3 clusters
  Score: Raw -7410085.406991 + Penalty 3589.266642 = -7406496.140349
  nChanged 16
		SP:Iteration 38Q (10693.680000 sec): 3 clusters
  Score: Raw -7410092.144805 + Penalty 3589.266642 = -7406502.878163
  nChanged 11
		SP:Iteration 39Q (10693.790000 sec): 3 clusters
  Score: Raw -7410098.507702 + Penalty 3589.266642 = -7406509.241060
  nChanged 14
		SP:Iteration 40F (10693.940000 sec): 3 clusters
  Score: Raw -7410107.208283 + Penalty 3589.266642 = -7406517.941641
  nChanged 22
		SP:Iteration 41Q (10694.050000 sec): 3 clusters
  Score: Raw -7410117.721872 + Penalty 3589.266642 = -7406528.455230
  nChanged 13
		SP:Iteration 42Q (10694.160000 sec): 3 clusters
  Score: Raw -7410125.847264 + Penalty 3589.266642 = -7406536.580622
  nChanged 11
		SP:Iteration 43Q (10694.270000 sec): 3 clusters
  Score: Raw -7410131.875165 + Penalty 3589.266642 = -7406542.608523
  nChanged 14
		SP:Iteration 44Q (10694.380000 sec): 3 clusters
  Score: Raw -7410138.861357 + Penalty 3589.266642 = -7406549.594715
  nChanged 17
		SP:Iteration 45Q (10694.490000 sec): 3 clusters
  Score: Raw -7410146.349221 + Penalty 3589.266642 = -7406557.082579
  nChanged 7
		SP:Iteration 46Q (10694.600000 sec): 3 clusters
  Score: Raw -7410151.023338 + Penalty 3589.266642 = -7406561.756696
  nChanged 5
		SP:Iteration 47Q (10694.710000 sec): 3 clusters
  Score: Raw -7410153.749582 + Penalty 3589.266642 = -7406564.482940
  nChanged 4
		SP:Iteration 48Q (10694.820000 sec): 3 clusters
  Score: Raw -7410155.790226 + Penalty 3589.266642 = -7406566.523584
  nChanged 4
		SP:Iteration 49Q (10694.930000 sec): 3 clusters
  Score: Raw -7410157.620680 + Penalty 3589.266642 = -7406568.354038
  nChanged 4
		SP:Iteration 50Q (10695.040000 sec): 3 clusters
  Score: Raw -7410159.350184 + Penalty 3589.266642 = -7406570.083542
  nChanged 5
		SP:Iteration 51Q (10695.150000 sec): 3 clusters
  Score: Raw -7410161.541565 + Penalty 3589.266642 = -7406572.274923
  nChanged 3
		SP:Iteration 52Q (10695.260000 sec): 3 clusters
  Score: Raw -7410162.557521 + Penalty 3589.266642 = -7406573.290879
  nChanged 2
		SP:Iteration 53Q (10695.370000 sec): 3 clusters
  Score: Raw -7410163.375587 + Penalty 3589.266642 = -7406574.108946
  nChanged 1
		SP:Iteration 54Q (10695.480000 sec): 3 clusters
  Score: Raw -7410163.767163 + Penalty 3589.266642 = -7406574.500521
  nChanged 0
		SP:Iteration 55F (10695.630000 sec): 3 clusters
  Score: Raw -7410163.767163 + Penalty 3589.266642 = -7406574.500521
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10695.670000 sec): 2 clusters
  Score: Raw -320615.137250 + Penalty 1288.131576 = -319327.005674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10695.680000 sec): 3 clusters
  Score: Raw -319297.535757 + Penalty 2576.263152 = -316721.272605
  nChanged 1014
		SP:Iteration 1F (10695.690000 sec): 3 clusters
  Score: Raw -319898.594878 + Penalty 2576.263152 = -317322.331726
  nChanged 185
		SP:Iteration 2F (10695.690000 sec): 3 clusters
  Score: Raw -320016.219668 + Penalty 2576.263152 = -317439.956516
  nChanged 118
		SP:Iteration 3Q (10695.700000 sec): 3 clusters
  Score: Raw -320089.714971 + Penalty 2576.263152 = -317513.451819
  nChanged 103
		SP:Iteration 4Q (10695.710000 sec): 3 clusters
  Score: Raw -320154.964804 + Penalty 2576.263152 = -317578.701652
  nChanged 81
		SP:Iteration 5Q (10695.710000 sec): 3 clusters
  Score: Raw -320201.278513 + Penalty 2576.263152 = -317625.015360
  nChanged 80
		SP:Iteration 6Q (10695.720000 sec): 3 clusters
  Score: Raw -320256.177441 + Penalty 2576.263152 = -317679.914289
  nChanged 88
		SP:Iteration 7Q (10695.730000 sec): 3 clusters
  Score: Raw -320309.329399 + Penalty 2576.263152 = -317733.066247
  nChanged 88
		SP:Iteration 8Q (10695.730000 sec): 3 clusters
  Score: Raw -320355.112483 + Penalty 2576.263152 = -317778.849331
  nChanged 59
		SP:Iteration 9Q (10695.740000 sec): 3 clusters
  Score: Raw -320393.374555 + Penalty 2576.263152 = -317817.111403
  nChanged 55
		SP:Iteration 10Q (10695.750000 sec): 3 clusters
  Score: Raw -320424.047239 + Penalty 2576.263152 = -317847.784087
  nChanged 47
		SP:Iteration 11Q (10695.750000 sec): 3 clusters
  Score: Raw -320449.456658 + Penalty 2576.263152 = -317873.193506
  nChanged 30
		SP:Iteration 12Q (10695.760000 sec): 3 clusters
  Score: Raw -320464.659223 + Penalty 2576.263152 = -317888.396071
  nChanged 29
		SP:Iteration 13Q (10695.770000 sec): 3 clusters
  Score: Raw -320479.085585 + Penalty 2576.263152 = -317902.822433
  nChanged 32
		SP:Iteration 14Q (10695.770000 sec): 3 clusters
  Score: Raw -320492.954491 + Penalty 2576.263152 = -317916.691339
  nChanged 23
		SP:Iteration 15Q (10695.780000 sec): 3 clusters
  Score: Raw -320501.641088 + Penalty 2576.263152 = -317925.377936
  nChanged 13
		SP:Iteration 16Q (10695.780000 sec): 3 clusters
  Score: Raw -320508.430956 + Penalty 2576.263152 = -317932.167803
  nChanged 20
		SP:Iteration 17Q (10695.790000 sec): 3 clusters
  Score: Raw -320516.656728 + Penalty 2576.263152 = -317940.393576
  nChanged 15
		SP:Iteration 18Q (10695.800000 sec): 3 clusters
  Score: Raw -320522.240930 + Penalty 2576.263152 = -317945.977778
  nChanged 11
		SP:Iteration 19Q (10695.800000 sec): 3 clusters
  Score: Raw -320526.390535 + Penalty 2576.263152 = -317950.127382
  nChanged 8
		SP:Iteration 20F (10695.810000 sec): 3 clusters
  Score: Raw -320528.177010 + Penalty 2576.263152 = -317951.913858
  nChanged 5
		SP:Iteration 21Q (10695.810000 sec): 3 clusters
  Score: Raw -320530.615499 + Penalty 2576.263152 = -317954.352347
  nChanged 8
		SP:Iteration 22Q (10695.820000 sec): 3 clusters
  Score: Raw -320534.429703 + Penalty 2576.263152 = -317958.166551
  nChanged 10
		SP:Iteration 23Q (10695.830000 sec): 3 clusters
  Score: Raw -320537.949255 + Penalty 2576.263152 = -317961.686103
  nChanged 14
		SP:Iteration 24Q (10695.830000 sec): 3 clusters
  Score: Raw -320543.771952 + Penalty 2576.263152 = -317967.508800
  nChanged 18
		SP:Iteration 25Q (10695.840000 sec): 3 clusters
  Score: Raw -320552.850025 + Penalty 2576.263152 = -317976.586873
  nChanged 23
		SP:Iteration 26Q (10695.850000 sec): 3 clusters
  Score: Raw -320562.298540 + Penalty 2576.263152 = -317986.035388
  nChanged 16
		SP:Iteration 27Q (10695.850000 sec): 3 clusters
  Score: Raw -320570.391155 + Penalty 2576.263152 = -317994.128003
  nChanged 12
		SP:Iteration 28Q (10695.860000 sec): 3 clusters
  Score: Raw -320577.201805 + Penalty 2576.263152 = -318000.938653
  nChanged 16
		SP:Iteration 29Q (10695.870000 sec): 3 clusters
  Score: Raw -320584.099298 + Penalty 2576.263152 = -318007.836146
  nChanged 20
		SP:Iteration 30Q (10695.870000 sec): 3 clusters
  Score: Raw -320592.895841 + Penalty 2576.263152 = -318016.632689
  nChanged 21
		SP:Iteration 31Q (10695.880000 sec): 3 clusters
  Score: Raw -320604.510477 + Penalty 2576.263152 = -318028.247325
  nChanged 21
		SP:Iteration 32Q (10695.880000 sec): 3 clusters
  Score: Raw -320616.883103 + Penalty 2576.263152 = -318040.619950
  nChanged 15
		SP:Iteration 33Q (10695.890000 sec): 3 clusters
  Score: Raw -320624.693584 + Penalty 2576.263152 = -318048.430432
  nChanged 7
		SP:Iteration 34Q (10695.890000 sec): 3 clusters
  Score: Raw -320629.369810 + Penalty 2576.263152 = -318053.106658
  nChanged 9
		SP:Iteration 35Q (10695.900000 sec): 3 clusters
  Score: Raw -320634.071905 + Penalty 2576.263152 = -318057.808752
  nChanged 8
		SP:Iteration 36Q (10695.910000 sec): 3 clusters
  Score: Raw -320637.877713 + Penalty 2576.263152 = -318061.614561
  nChanged 5
		SP:Iteration 37Q (10695.910000 sec): 3 clusters
  Score: Raw -320639.899400 + Penalty 2576.263152 = -318063.636248
  nChanged 3
		SP:Iteration 38Q (10695.920000 sec): 3 clusters
  Score: Raw -320641.117137 + Penalty 2576.263152 = -318064.853985
  nChanged 6
		SP:Iteration 39Q (10695.930000 sec): 3 clusters
  Score: Raw -320643.866322 + Penalty 2576.263152 = -318067.603170
  nChanged 7
		SP:Iteration 40F (10695.930000 sec): 3 clusters
  Score: Raw -320649.099078 + Penalty 2576.263152 = -318072.835926
  nChanged 9
		SP:Iteration 41Q (10695.940000 sec): 3 clusters
  Score: Raw -320654.526993 + Penalty 2576.263152 = -318078.263841
  nChanged 15
		SP:Iteration 42Q (10695.940000 sec): 3 clusters
  Score: Raw -320664.836579 + Penalty 2576.263152 = -318088.573427
  nChanged 23
		SP:Iteration 43Q (10695.950000 sec): 3 clusters
  Score: Raw -320679.040345 + Penalty 2576.263152 = -318102.777193
  nChanged 20
		SP:Iteration 44Q (10695.950000 sec): 3 clusters
  Score: Raw -320692.344583 + Penalty 2576.263152 = -318116.081431
  nChanged 13
		SP:Iteration 45Q (10695.960000 sec): 3 clusters
  Score: Raw -320701.373769 + Penalty 2576.263152 = -318125.110617
  nChanged 8
		SP:Iteration 46Q (10695.970000 sec): 3 clusters
  Score: Raw -320705.329702 + Penalty 2576.263152 = -318129.066549
  nChanged 7
		SP:Iteration 47Q (10695.970000 sec): 3 clusters
  Score: Raw -320707.482115 + Penalty 2576.263152 = -318131.218963
  nChanged 5
		SP:Iteration 48Q (10695.980000 sec): 3 clusters
  Score: Raw -320710.164164 + Penalty 2576.263152 = -318133.901012
  nChanged 4
		SP:Iteration 49Q (10695.980000 sec): 3 clusters
  Score: Raw -320711.587371 + Penalty 2576.263152 = -318135.324219
  nChanged 3
		SP:Iteration 50Q (10695.990000 sec): 3 clusters
  Score: Raw -320713.656784 + Penalty 2576.263152 = -318137.393631
  nChanged 2
		SP:Iteration 51Q (10695.990000 sec): 3 clusters
  Score: Raw -320714.488960 + Penalty 2576.263152 = -318138.225808
  nChanged 0
		SP:Iteration 52F (10696.000000 sec): 3 clusters
  Score: Raw -320714.488960 + Penalty 2576.263152 = -318138.225808
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (14371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10696.050000 sec): 2 clusters
  Score: Raw -1564243.354296 + Penalty 1555.607229 = -1562687.747066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10696.080000 sec): 3 clusters
  Score: Raw -1555743.751164 + Penalty 3111.214459 = -1552632.536705
  nChanged 6428
		SP:Iteration 1F (10696.120000 sec): 3 clusters
  Score: Raw -1559227.395786 + Penalty 3111.214459 = -1556116.181327
  nChanged 988
		SP:Iteration 2F (10696.150000 sec): 3 clusters
  Score: Raw -1559720.759728 + Penalty 3111.214459 = -1556609.545269
  nChanged 880
		SP:Iteration 3F (10696.190000 sec): 3 clusters
  Score: Raw -1560148.152038 + Penalty 3111.214459 = -1557036.937579
  nChanged 771
		SP:Iteration 4F (10696.220000 sec): 3 clusters
  Score: Raw -1560559.579288 + Penalty 3111.214459 = -1557448.364829
  nChanged 739
		SP:Iteration 5F (10696.260000 sec): 3 clusters
  Score: Raw -1560943.683285 + Penalty 3111.214459 = -1557832.468826
  nChanged 712
		SP:Iteration 6Q (10696.290000 sec): 3 clusters
  Score: Raw -1561297.828233 + Penalty 3111.214459 = -1558186.613774
  nChanged 643
		SP:Iteration 7Q (10696.330000 sec): 3 clusters
  Score: Raw -1561620.044140 + Penalty 3111.214459 = -1558508.829681
  nChanged 627
		SP:Iteration 8Q (10696.370000 sec): 3 clusters
  Score: Raw -1561942.199191 + Penalty 3111.214459 = -1558830.984732
  nChanged 558
		SP:Iteration 9Q (10696.400000 sec): 3 clusters
  Score: Raw -1562226.411153 + Penalty 3111.214459 = -1559115.196694
  nChanged 509
		SP:Iteration 10Q (10696.430000 sec): 3 clusters
  Score: Raw -1562508.110090 + Penalty 3111.214459 = -1559396.895631
  nChanged 505
		SP:Iteration 11Q (10696.470000 sec): 3 clusters
  Score: Raw -1562802.852160 + Penalty 3111.214459 = -1559691.637701
  nChanged 533
		SP:Iteration 12Q (10696.500000 sec): 3 clusters
  Score: Raw -1563104.734369 + Penalty 3111.214459 = -1559993.519910
  nChanged 440
		SP:Iteration 13Q (10696.540000 sec): 3 clusters
  Score: Raw -1563351.672154 + Penalty 3111.214459 = -1560240.457695
  nChanged 396
		SP:Iteration 14Q (10696.570000 sec): 3 clusters
  Score: Raw -1563604.733870 + Penalty 3111.214459 = -1560493.519411
  nChanged 329
		SP:Iteration 15Q (10696.600000 sec): 3 clusters
  Score: Raw -1563805.903089 + Penalty 3111.214459 = -1560694.688630
  nChanged 307
		SP:Iteration 16Q (10696.630000 sec): 3 clusters
  Score: Raw -1563993.873080 + Penalty 3111.214459 = -1560882.658621
  nChanged 249
		SP:Iteration 17Q (10696.670000 sec): 3 clusters
  Score: Raw -1564149.849732 + Penalty 3111.214459 = -1561038.635273
  nChanged 195
		SP:Iteration 18Q (10696.700000 sec): 3 clusters
  Score: Raw -1564253.119218 + Penalty 3111.214459 = -1561141.904759
  nChanged 148
		SP:Iteration 19Q (10696.730000 sec): 3 clusters
  Score: Raw -1564332.837188 + Penalty 3111.214459 = -1561221.622729
  nChanged 135
		SP:Iteration 20F (10696.760000 sec): 3 clusters
  Score: Raw -1564402.810958 + Penalty 3111.214459 = -1561291.596499
  nChanged 104
		SP:Iteration 21Q (10696.790000 sec): 3 clusters
  Score: Raw -1564453.700666 + Penalty 3111.214459 = -1561342.486207
  nChanged 80
		SP:Iteration 22Q (10696.820000 sec): 3 clusters
  Score: Raw -1564495.530266 + Penalty 3111.214459 = -1561384.315807
  nChanged 73
		SP:Iteration 23Q (10696.850000 sec): 3 clusters
  Score: Raw -1564535.166106 + Penalty 3111.214459 = -1561423.951647
  nChanged 50
		SP:Iteration 24Q (10696.880000 sec): 3 clusters
  Score: Raw -1564558.332372 + Penalty 3111.214459 = -1561447.117913
  nChanged 40
		SP:Iteration 25Q (10696.910000 sec): 3 clusters
  Score: Raw -1564580.661087 + Penalty 3111.214459 = -1561469.446628
  nChanged 36
		SP:Iteration 26Q (10696.930000 sec): 3 clusters
  Score: Raw -1564596.658063 + Penalty 3111.214459 = -1561485.443604
  nChanged 32
		SP:Iteration 27Q (10696.960000 sec): 3 clusters
  Score: Raw -1564611.050954 + Penalty 3111.214459 = -1561499.836496
  nChanged 28
		SP:Iteration 28Q (10696.990000 sec): 3 clusters
  Score: Raw -1564622.664816 + Penalty 3111.214459 = -1561511.450357
  nChanged 24
		SP:Iteration 29Q (10697.020000 sec): 3 clusters
  Score: Raw -1564632.638330 + Penalty 3111.214459 = -1561521.423871
  nChanged 15
		SP:Iteration 30Q (10697.050000 sec): 3 clusters
  Score: Raw -1564638.396394 + Penalty 3111.214459 = -1561527.181935
  nChanged 11
		SP:Iteration 31Q (10697.070000 sec): 3 clusters
  Score: Raw -1564642.216379 + Penalty 3111.214459 = -1561531.001920
  nChanged 5
		SP:Iteration 32Q (10697.100000 sec): 3 clusters
  Score: Raw -1564643.483226 + Penalty 3111.214459 = -1561532.268767
  nChanged 4
		SP:Iteration 33Q (10697.130000 sec): 3 clusters
  Score: Raw -1564644.830261 + Penalty 3111.214459 = -1561533.615802
  nChanged 8
		SP:Iteration 34Q (10697.160000 sec): 3 clusters
  Score: Raw -1564648.642830 + Penalty 3111.214459 = -1561537.428371
  nChanged 10
		SP:Iteration 35Q (10697.190000 sec): 3 clusters
  Score: Raw -1564652.817372 + Penalty 3111.214459 = -1561541.602913
  nChanged 7
		SP:Iteration 36Q (10697.210000 sec): 3 clusters
  Score: Raw -1564656.489466 + Penalty 3111.214459 = -1561545.275007
  nChanged 2
		SP:Iteration 37Q (10697.240000 sec): 3 clusters
  Score: Raw -1564657.943347 + Penalty 3111.214459 = -1561546.728888
  nChanged 1
		SP:Iteration 38Q (10697.270000 sec): 3 clusters
  Score: Raw -1564658.301769 + Penalty 3111.214459 = -1561547.087310
  nChanged 1
		SP:Iteration 39Q (10697.300000 sec): 3 clusters
  Score: Raw -1564658.602972 + Penalty 3111.214459 = -1561547.388513
  nChanged 1
		SP:Iteration 40F (10697.330000 sec): 3 clusters
  Score: Raw -1564658.885522 + Penalty 3111.214459 = -1561547.671063
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10697.350000 sec): 2 clusters
  Score: Raw -183808.191791 + Penalty 1216.209905 = -182591.981887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10697.350000 sec): 3 clusters
  Score: Raw -183097.892328 + Penalty 2432.419809 = -180665.472519
  nChanged 623
		SP:Iteration 1F (10697.350000 sec): 3 clusters
  Score: Raw -183587.518015 + Penalty 2432.419809 = -181155.098205
  nChanged 175
		SP:Iteration 2F (10697.360000 sec): 3 clusters
  Score: Raw -183739.633178 + Penalty 2432.419809 = -181307.213368
  nChanged 92
		SP:Iteration 3F (10697.360000 sec): 3 clusters
  Score: Raw -183824.367062 + Penalty 2432.419809 = -181391.947252
  nChanged 66
		SP:Iteration 4Q (10697.370000 sec): 3 clusters
  Score: Raw -183895.418265 + Penalty 2432.419809 = -181462.998455
  nChanged 70
		SP:Iteration 5Q (10697.370000 sec): 3 clusters
  Score: Raw -183959.977633 + Penalty 2432.419809 = -181527.557824
  nChanged 55
		SP:Iteration 6Q (10697.370000 sec): 3 clusters
  Score: Raw -184012.775385 + Penalty 2432.419809 = -181580.355576
  nChanged 53
		SP:Iteration 7Q (10697.380000 sec): 3 clusters
  Score: Raw -184071.830196 + Penalty 2432.419809 = -181639.410387
  nChanged 49
		SP:Iteration 8Q (10697.380000 sec): 3 clusters
  Score: Raw -184116.768830 + Penalty 2432.419809 = -181684.349021
  nChanged 40
		SP:Iteration 9Q (10697.390000 sec): 3 clusters
  Score: Raw -184155.662156 + Penalty 2432.419809 = -181723.242347
  nChanged 37
		SP:Iteration 10Q (10697.390000 sec): 3 clusters
  Score: Raw -184191.336092 + Penalty 2432.419809 = -181758.916283
  nChanged 28
		SP:Iteration 11Q (10697.390000 sec): 3 clusters
  Score: Raw -184223.925885 + Penalty 2432.419809 = -181791.506076
  nChanged 24
		SP:Iteration 12Q (10697.400000 sec): 3 clusters
  Score: Raw -184243.000977 + Penalty 2432.419809 = -181810.581168
  nChanged 22
		SP:Iteration 13Q (10697.400000 sec): 3 clusters
  Score: Raw -184258.688544 + Penalty 2432.419809 = -181826.268735
  nChanged 18
		SP:Iteration 14Q (10697.410000 sec): 3 clusters
  Score: Raw -184274.690474 + Penalty 2432.419809 = -181842.270664
  nChanged 16
		SP:Iteration 15Q (10697.410000 sec): 3 clusters
  Score: Raw -184289.554436 + Penalty 2432.419809 = -181857.134627
  nChanged 17
		SP:Iteration 16Q (10697.410000 sec): 3 clusters
  Score: Raw -184302.808246 + Penalty 2432.419809 = -181870.388437
  nChanged 18
		SP:Iteration 17Q (10697.420000 sec): 3 clusters
  Score: Raw -184321.211942 + Penalty 2432.419809 = -181888.792133
  nChanged 20
		SP:Iteration 18Q (10697.420000 sec): 3 clusters
  Score: Raw -184346.933065 + Penalty 2432.419809 = -181914.513256
  nChanged 22
		SP:Iteration 19Q (10697.430000 sec): 3 clusters
  Score: Raw -184369.663740 + Penalty 2432.419809 = -181937.243931
  nChanged 29
		SP:Iteration 20F (10697.430000 sec): 3 clusters
  Score: Raw -184407.463989 + Penalty 2432.419809 = -181975.044180
  nChanged 28
		SP:Iteration 21Q (10697.430000 sec): 3 clusters
  Score: Raw -184439.776781 + Penalty 2432.419809 = -182007.356972
  nChanged 27
		SP:Iteration 22Q (10697.440000 sec): 3 clusters
  Score: Raw -184483.879488 + Penalty 2432.419809 = -182051.459679
  nChanged 33
		SP:Iteration 23Q (10697.440000 sec): 3 clusters
  Score: Raw -184523.548313 + Penalty 2432.419809 = -182091.128504
  nChanged 36
		SP:Iteration 24Q (10697.450000 sec): 3 clusters
  Score: Raw -184557.999959 + Penalty 2432.419809 = -182125.580150
  nChanged 32
		SP:Iteration 25Q (10697.450000 sec): 3 clusters
  Score: Raw -184584.137773 + Penalty 2432.419809 = -182151.717964
  nChanged 25
		SP:Iteration 26Q (10697.450000 sec): 3 clusters
  Score: Raw -184602.100384 + Penalty 2432.419809 = -182169.680575
  nChanged 19
		SP:Iteration 27Q (10697.450000 sec): 3 clusters
  Score: Raw -184616.818150 + Penalty 2432.419809 = -182184.398341
  nChanged 25
		SP:Iteration 28Q (10697.460000 sec): 3 clusters
  Score: Raw -184649.220873 + Penalty 2432.419809 = -182216.801064
  nChanged 35
		SP:Iteration 29Q (10697.460000 sec): 3 clusters
  Score: Raw -184692.169267 + Penalty 2432.419809 = -182259.749458
  nChanged 35
		SP:Iteration 30Q (10697.470000 sec): 3 clusters
  Score: Raw -184763.805988 + Penalty 2432.419809 = -182331.386179
  nChanged 45
		SP:Iteration 31Q (10697.470000 sec): 3 clusters
  Score: Raw -184893.077050 + Penalty 2432.419809 = -182460.657241
  nChanged 40
		SP:Iteration 32Q (10697.470000 sec): 3 clusters
  Score: Raw -184941.262267 + Penalty 2432.419809 = -182508.842458
  nChanged 27
		SP:Iteration 33Q (10697.480000 sec): 3 clusters
  Score: Raw -184964.920286 + Penalty 2432.419809 = -182532.500477
  nChanged 16
		SP:Iteration 34Q (10697.480000 sec): 3 clusters
  Score: Raw -184980.658817 + Penalty 2432.419809 = -182548.239008
  nChanged 9
		SP:Iteration 35Q (10697.480000 sec): 3 clusters
  Score: Raw -184988.492626 + Penalty 2432.419809 = -182556.072816
  nChanged 8
		SP:Iteration 36Q (10697.490000 sec): 3 clusters
  Score: Raw -184996.150368 + Penalty 2432.419809 = -182563.730559
  nChanged 10
		SP:Iteration 37Q (10697.490000 sec): 3 clusters
  Score: Raw -185003.501793 + Penalty 2432.419809 = -182571.081984
  nChanged 7
		SP:Iteration 38Q (10697.490000 sec): 3 clusters
  Score: Raw -185008.426564 + Penalty 2432.419809 = -182576.006755
  nChanged 2
		SP:Iteration 39Q (10697.500000 sec): 3 clusters
  Score: Raw -185009.749409 + Penalty 2432.419809 = -182577.329600
  nChanged 0
		SP:Iteration 40F (10697.500000 sec): 3 clusters
  Score: Raw -185009.749409 + Penalty 2432.419809 = -182577.329600
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10697.510000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10697.510000 sec): 3 clusters
  Score: Raw -69597.121782 + Penalty 2094.342658 = -67502.779124
  nChanged 146
		SP:Iteration 1F (10697.510000 sec): 3 clusters
  Score: Raw -69775.765401 + Penalty 2094.342658 = -67681.422743
  nChanged 45
		SP:Iteration 2F (10697.510000 sec): 3 clusters
  Score: Raw -69841.463976 + Penalty 2094.342658 = -67747.121317
  nChanged 30
		SP:Iteration 3Q (10697.510000 sec): 3 clusters
  Score: Raw -69897.596850 + Penalty 2094.342658 = -67803.254191
  nChanged 19
		SP:Iteration 4Q (10697.510000 sec): 3 clusters
  Score: Raw -69937.650552 + Penalty 2094.342658 = -67843.307894
  nChanged 13
		SP:Iteration 5Q (10697.510000 sec): 3 clusters
  Score: Raw -69961.931987 + Penalty 2094.342658 = -67867.589329
  nChanged 9
		SP:Iteration 6Q (10697.520000 sec): 3 clusters
  Score: Raw -69979.389651 + Penalty 2094.342658 = -67885.046993
  nChanged 8
		SP:Iteration 7Q (10697.520000 sec): 3 clusters
  Score: Raw -69991.047637 + Penalty 2094.342658 = -67896.704979
  nChanged 8
		SP:Iteration 8Q (10697.520000 sec): 3 clusters
  Score: Raw -70003.679901 + Penalty 2094.342658 = -67909.337243
  nChanged 7
		SP:Iteration 9Q (10697.520000 sec): 3 clusters
  Score: Raw -70015.550360 + Penalty 2094.342658 = -67921.207702
  nChanged 8
		SP:Iteration 10Q (10697.520000 sec): 3 clusters
  Score: Raw -70025.441021 + Penalty 2094.342658 = -67931.098362
  nChanged 5
		SP:Iteration 11Q (10697.520000 sec): 3 clusters
  Score: Raw -70031.948608 + Penalty 2094.342658 = -67937.605949
  nChanged 4
		SP:Iteration 12Q (10697.530000 sec): 3 clusters
  Score: Raw -70036.666187 + Penalty 2094.342658 = -67942.323529
  nChanged 3
		SP:Iteration 13Q (10697.530000 sec): 3 clusters
  Score: Raw -70042.736928 + Penalty 2094.342658 = -67948.394269
  nChanged 2
		SP:Iteration 14Q (10697.530000 sec): 3 clusters
  Score: Raw -70044.701862 + Penalty 2094.342658 = -67950.359203
  nChanged 0
		SP:Iteration 15F (10697.530000 sec): 3 clusters
  Score: Raw -70044.701862 + Penalty 2094.342658 = -67950.359203
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10699.010000 sec): 2 clusters
  Score: Raw -58058047.501797 + Penalty 2131.324351 = -58055916.177446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10700.280000 sec): 3 clusters
  Score: Raw -57723331.706794 + Penalty 4262.648702 = -57719069.058092
  nChanged 243360
		SP:Iteration 1F (10701.550000 sec): 3 clusters
  Score: Raw -57869447.073986 + Penalty 4262.648702 = -57865184.425284
  nChanged 10752
		SP:Iteration 2Q (10702.850000 sec): 3 clusters
  Score: Raw -57871184.758861 + Penalty 4262.648702 = -57866922.110159
  nChanged 12121
		SP:Iteration 3Q (10704.140000 sec): 3 clusters
  Score: Raw -57873653.280559 + Penalty 4262.648702 = -57869390.631857
  nChanged 14409
		SP:Iteration 4Q (10705.440000 sec): 3 clusters
  Score: Raw -57877383.120545 + Penalty 4262.648702 = -57873120.471843
  nChanged 17826
		SP:Iteration 5Q (10706.730000 sec): 3 clusters
  Score: Raw -57883565.835532 + Penalty 4262.648702 = -57879303.186829
  nChanged 22700
		SP:Iteration 6Q (10708.020000 sec): 3 clusters
  Score: Raw -57894223.968654 + Penalty 4262.648702 = -57889961.319952
  nChanged 28443
		SP:Iteration 7F (10709.280000 sec): 3 clusters
  Score: Raw -57911521.862047 + Penalty 4262.648702 = -57907259.213345
  nChanged 32868
		SP:Iteration 8F (10710.540000 sec): 3 clusters
  Score: Raw -57935972.216641 + Penalty 4262.648702 = -57931709.567939
  nChanged 33434
		SP:Iteration 9F (10711.790000 sec): 3 clusters
  Score: Raw -57963259.628218 + Penalty 4262.648702 = -57958996.979516
  nChanged 28365
		SP:Iteration 10F (10713.050000 sec): 3 clusters
  Score: Raw -57985826.792085 + Penalty 4262.648702 = -57981564.143383
  nChanged 21507
		SP:Iteration 11Q (10714.260000 sec): 3 clusters
  Score: Raw -58000619.261528 + Penalty 4262.648702 = -57996356.612826
  nChanged 15540
		SP:Iteration 12Q (10715.430000 sec): 3 clusters
  Score: Raw -58009621.530149 + Penalty 4262.648702 = -58005358.881447
  nChanged 11700
		SP:Iteration 13Q (10716.540000 sec): 3 clusters
  Score: Raw -58015943.296367 + Penalty 4262.648702 = -58011680.647665
  nChanged 10148
		SP:Iteration 14Q (10717.630000 sec): 3 clusters
  Score: Raw -58021488.642097 + Penalty 4262.648702 = -58017225.993395
  nChanged 9576
		SP:Iteration 15Q (10718.700000 sec): 3 clusters
  Score: Raw -58026938.406128 + Penalty 4262.648702 = -58022675.757426
  nChanged 8804
		SP:Iteration 16Q (10719.750000 sec): 3 clusters
  Score: Raw -58032181.548659 + Penalty 4262.648702 = -58027918.899957
  nChanged 7819
		SP:Iteration 17Q (10720.750000 sec): 3 clusters
  Score: Raw -58037054.269545 + Penalty 4262.648702 = -58032791.620842
  nChanged 6756
		SP:Iteration 18Q (10721.740000 sec): 3 clusters
  Score: Raw -58041484.538500 + Penalty 4262.648702 = -58037221.889798
  nChanged 5691
		SP:Iteration 19Q (10722.690000 sec): 3 clusters
  Score: Raw -58045345.734241 + Penalty 4262.648702 = -58041083.085539
  nChanged 4663
		SP:Iteration 20F (10724.010000 sec): 3 clusters
  Score: Raw -58048639.395366 + Penalty 4262.648702 = -58044376.746664
  nChanged 3777
		SP:Iteration 21Q (10725.010000 sec): 3 clusters
  Score: Raw -58051325.234017 + Penalty 4262.648702 = -58047062.585315
  nChanged 2867
		SP:Iteration 22Q (10725.970000 sec): 3 clusters
  Score: Raw -58053379.666811 + Penalty 4262.648702 = -58049117.018109
  nChanged 2178
		SP:Iteration 23Q (10726.940000 sec): 3 clusters
  Score: Raw -58054879.837966 + Penalty 4262.648702 = -58050617.189264
  nChanged 1580
		SP:Iteration 24Q (10727.900000 sec): 3 clusters
  Score: Raw -58055895.723985 + Penalty 4262.648702 = -58051633.075283
  nChanged 1166
		SP:Iteration 25Q (10728.850000 sec): 3 clusters
  Score: Raw -58056654.938724 + Penalty 4262.648702 = -58052392.290022
  nChanged 883
		SP:Iteration 26Q (10729.790000 sec): 3 clusters
  Score: Raw -58057228.772178 + Penalty 4262.648702 = -58052966.123476
  nChanged 617
		SP:Iteration 27Q (10730.730000 sec): 3 clusters
  Score: Raw -58057598.932065 + Penalty 4262.648702 = -58053336.283363
  nChanged 419
		SP:Iteration 28Q (10731.680000 sec): 3 clusters
  Score: Raw -58057833.366252 + Penalty 4262.648702 = -58053570.717550
  nChanged 258
		SP:Iteration 29Q (10732.620000 sec): 3 clusters
  Score: Raw -58057972.955079 + Penalty 4262.648702 = -58053710.306377
  nChanged 175
		SP:Iteration 30Q (10733.560000 sec): 3 clusters
  Score: Raw -58058071.115507 + Penalty 4262.648702 = -58053808.466805
  nChanged 117
		SP:Iteration 31Q (10734.480000 sec): 3 clusters
  Score: Raw -58058132.126823 + Penalty 4262.648702 = -58053869.478121
  nChanged 73
		SP:Iteration 32Q (10735.400000 sec): 3 clusters
  Score: Raw -58058166.712483 + Penalty 4262.648702 = -58053904.063781
  nChanged 62
		SP:Iteration 33Q (10736.330000 sec): 3 clusters
  Score: Raw -58058198.174167 + Penalty 4262.648702 = -58053935.525465
  nChanged 52
		SP:Iteration 34Q (10737.270000 sec): 3 clusters
  Score: Raw -58058223.391801 + Penalty 4262.648702 = -58053960.743099
  nChanged 46
		SP:Iteration 35Q (10738.190000 sec): 3 clusters
  Score: Raw -58058245.311922 + Penalty 4262.648702 = -58053982.663220
  nChanged 35
		SP:Iteration 36Q (10739.110000 sec): 3 clusters
  Score: Raw -58058261.790815 + Penalty 4262.648702 = -58053999.142113
  nChanged 29
		SP:Iteration 37Q (10740.040000 sec): 3 clusters
  Score: Raw -58058276.958377 + Penalty 4262.648702 = -58054014.309675
  nChanged 28
		SP:Iteration 38Q (10740.970000 sec): 3 clusters
  Score: Raw -58058291.117366 + Penalty 4262.648702 = -58054028.468663
  nChanged 18
		SP:Iteration 39Q (10741.890000 sec): 3 clusters
  Score: Raw -58058298.620931 + Penalty 4262.648702 = -58054035.972228
  nChanged 9
		SP:Iteration 40F (10743.200000 sec): 3 clusters
  Score: Raw -58058302.979098 + Penalty 4262.648702 = -58054040.330396
  nChanged 13
		SP:Iteration 41Q (10744.130000 sec): 3 clusters
  Score: Raw -58058309.516009 + Penalty 4262.648702 = -58054046.867307
  nChanged 13
		SP:Iteration 42Q (10745.070000 sec): 3 clusters
  Score: Raw -58058315.969862 + Penalty 4262.648702 = -58054053.321160
  nChanged 11
		SP:Iteration 43Q (10746.090000 sec): 3 clusters
  Score: Raw -58058320.601790 + Penalty 4262.648702 = -58054057.953088
  nChanged 4
		SP:Iteration 44Q (10747.020000 sec): 3 clusters
  Score: Raw -58058321.724589 + Penalty 4262.648702 = -58054059.075887
  nChanged 3
		SP:Iteration 45Q (10747.950000 sec): 3 clusters
  Score: Raw -58058323.190104 + Penalty 4262.648702 = -58054060.541402
  nChanged 5
		SP:Iteration 46Q (10748.880000 sec): 3 clusters
  Score: Raw -58058325.838539 + Penalty 4262.648702 = -58054063.189837
  nChanged 7
		SP:Iteration 47Q (10749.810000 sec): 3 clusters
  Score: Raw -58058329.244481 + Penalty 4262.648702 = -58054066.595778
  nChanged 3
		SP:Iteration 48Q (10750.730000 sec): 3 clusters
  Score: Raw -58058330.103037 + Penalty 4262.648702 = -58054067.454334
  nChanged 2
		SP:Iteration 49Q (10751.670000 sec): 3 clusters
  Score: Raw -58058330.939684 + Penalty 4262.648702 = -58054068.290981
  nChanged 1
		SP:Iteration 50Q (10752.590000 sec): 3 clusters
  Score: Raw -58058331.439460 + Penalty 4262.648702 = -58054068.790758
  nChanged 1
		SP:Iteration 51Q (10753.510000 sec): 3 clusters
  Score: Raw -58058331.784733 + Penalty 4262.648702 = -58054069.136030
  nChanged 0
		SP:Iteration 52F (10754.820000 sec): 3 clusters
  Score: Raw -58058331.784733 + Penalty 4262.648702 = -58054069.136030
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10755.100000 sec): 2 clusters
  Score: Raw -834528.693697 + Penalty 1446.117553 = -833082.576144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10755.110000 sec): 3 clusters
  Score: Raw -830586.427471 + Penalty 2892.235107 = -827694.192365
  nChanged 3077
		SP:Iteration 1F (10755.130000 sec): 3 clusters
  Score: Raw -832198.257672 + Penalty 2892.235107 = -829306.022565
  nChanged 465
		SP:Iteration 2F (10755.150000 sec): 3 clusters
  Score: Raw -832389.096656 + Penalty 2892.235107 = -829496.861549
  nChanged 357
		SP:Iteration 3Q (10755.170000 sec): 3 clusters
  Score: Raw -832535.849440 + Penalty 2892.235107 = -829643.614333
  nChanged 333
		SP:Iteration 4Q (10755.190000 sec): 3 clusters
  Score: Raw -832705.507902 + Penalty 2892.235107 = -829813.272796
  nChanged 368
		SP:Iteration 5F (10755.210000 sec): 3 clusters
  Score: Raw -832930.616043 + Penalty 2892.235107 = -830038.380936
  nChanged 394
		SP:Iteration 6F (10755.230000 sec): 3 clusters
  Score: Raw -833193.412845 + Penalty 2892.235107 = -830301.177738
  nChanged 413
		SP:Iteration 7F (10755.240000 sec): 3 clusters
  Score: Raw -833492.667665 + Penalty 2892.235107 = -830600.432558
  nChanged 410
		SP:Iteration 8F (10755.260000 sec): 3 clusters
  Score: Raw -833815.443218 + Penalty 2892.235107 = -830923.208111
  nChanged 392
		SP:Iteration 9F (10755.280000 sec): 3 clusters
  Score: Raw -834097.068870 + Penalty 2892.235107 = -831204.833764
  nChanged 311
		SP:Iteration 10Q (10755.300000 sec): 3 clusters
  Score: Raw -834295.618144 + Penalty 2892.235107 = -831403.383037
  nChanged 240
		SP:Iteration 11Q (10755.310000 sec): 3 clusters
  Score: Raw -834415.907831 + Penalty 2892.235107 = -831523.672725
  nChanged 177
		SP:Iteration 12Q (10755.330000 sec): 3 clusters
  Score: Raw -834501.593863 + Penalty 2892.235107 = -831609.358756
  nChanged 142
		SP:Iteration 13Q (10755.350000 sec): 3 clusters
  Score: Raw -834554.848249 + Penalty 2892.235107 = -831662.613142
  nChanged 91
		SP:Iteration 14Q (10755.370000 sec): 3 clusters
  Score: Raw -834585.702218 + Penalty 2892.235107 = -831693.467112
  nChanged 85
		SP:Iteration 15Q (10755.390000 sec): 3 clusters
  Score: Raw -834606.994856 + Penalty 2892.235107 = -831714.759749
  nChanged 45
		SP:Iteration 16Q (10755.410000 sec): 3 clusters
  Score: Raw -834616.670120 + Penalty 2892.235107 = -831724.435014
  nChanged 33
		SP:Iteration 17Q (10755.430000 sec): 3 clusters
  Score: Raw -834622.865014 + Penalty 2892.235107 = -831730.629907
  nChanged 31
		SP:Iteration 18Q (10755.440000 sec): 3 clusters
  Score: Raw -834629.896396 + Penalty 2892.235107 = -831737.661290
  nChanged 29
		SP:Iteration 19Q (10755.460000 sec): 3 clusters
  Score: Raw -834635.375328 + Penalty 2892.235107 = -831743.140222
  nChanged 21
		SP:Iteration 20F (10755.480000 sec): 3 clusters
  Score: Raw -834639.534820 + Penalty 2892.235107 = -831747.299714
  nChanged 19
		SP:Iteration 21Q (10755.500000 sec): 3 clusters
  Score: Raw -834643.937553 + Penalty 2892.235107 = -831751.702446
  nChanged 15
		SP:Iteration 22Q (10755.510000 sec): 3 clusters
  Score: Raw -834648.978019 + Penalty 2892.235107 = -831756.742912
  nChanged 22
		SP:Iteration 23Q (10755.530000 sec): 3 clusters
  Score: Raw -834653.275143 + Penalty 2892.235107 = -831761.040037
  nChanged 16
		SP:Iteration 24Q (10755.550000 sec): 3 clusters
  Score: Raw -834656.103435 + Penalty 2892.235107 = -831763.868328
  nChanged 11
		SP:Iteration 25Q (10755.570000 sec): 3 clusters
  Score: Raw -834658.822220 + Penalty 2892.235107 = -831766.587114
  nChanged 14
		SP:Iteration 26Q (10755.590000 sec): 3 clusters
  Score: Raw -834661.775548 + Penalty 2892.235107 = -831769.540442
  nChanged 13
		SP:Iteration 27Q (10755.610000 sec): 3 clusters
  Score: Raw -834664.073987 + Penalty 2892.235107 = -831771.838881
  nChanged 9
		SP:Iteration 28Q (10755.630000 sec): 3 clusters
  Score: Raw -834665.649545 + Penalty 2892.235107 = -831773.414438
  nChanged 10
		SP:Iteration 29Q (10755.640000 sec): 3 clusters
  Score: Raw -834667.374566 + Penalty 2892.235107 = -831775.139459
  nChanged 9
		SP:Iteration 30Q (10755.660000 sec): 3 clusters
  Score: Raw -834669.209351 + Penalty 2892.235107 = -831776.974244
  nChanged 6
		SP:Iteration 31Q (10755.680000 sec): 3 clusters
  Score: Raw -834670.104891 + Penalty 2892.235107 = -831777.869784
  nChanged 5
		SP:Iteration 32Q (10755.700000 sec): 3 clusters
  Score: Raw -834670.700382 + Penalty 2892.235107 = -831778.465276
  nChanged 3
		SP:Iteration 33Q (10755.720000 sec): 3 clusters
  Score: Raw -834671.220116 + Penalty 2892.235107 = -831778.985009
  nChanged 4
		SP:Iteration 34Q (10755.730000 sec): 3 clusters
  Score: Raw -834671.788651 + Penalty 2892.235107 = -831779.553545
  nChanged 1
		SP:Iteration 35Q (10755.750000 sec): 3 clusters
  Score: Raw -834671.933251 + Penalty 2892.235107 = -831779.698144
  nChanged 4
		SP:Iteration 36Q (10755.770000 sec): 3 clusters
  Score: Raw -834672.527928 + Penalty 2892.235107 = -831780.292821
  nChanged 4
		SP:Iteration 37Q (10755.790000 sec): 3 clusters
  Score: Raw -834673.458255 + Penalty 2892.235107 = -831781.223148
  nChanged 9
		SP:Iteration 38Q (10755.810000 sec): 3 clusters
  Score: Raw -834675.614598 + Penalty 2892.235107 = -831783.379492
  nChanged 11
		SP:Iteration 39Q (10755.830000 sec): 3 clusters
  Score: Raw -834677.746084 + Penalty 2892.235107 = -831785.510978
  nChanged 8
		SP:Iteration 40F (10755.840000 sec): 3 clusters
  Score: Raw -834679.008747 + Penalty 2892.235107 = -831786.773640
  nChanged 5
		SP:Iteration 41Q (10755.860000 sec): 3 clusters
  Score: Raw -834679.821941 + Penalty 2892.235107 = -831787.586835
  nChanged 5
		SP:Iteration 42Q (10755.880000 sec): 3 clusters
  Score: Raw -834680.710767 + Penalty 2892.235107 = -831788.475660
  nChanged 5
		SP:Iteration 43Q (10755.900000 sec): 3 clusters
  Score: Raw -834681.333775 + Penalty 2892.235107 = -831789.098668
  nChanged 2
		SP:Iteration 44Q (10755.920000 sec): 3 clusters
  Score: Raw -834681.648346 + Penalty 2892.235107 = -831789.413239
  nChanged 1
		SP:Iteration 45Q (10755.930000 sec): 3 clusters
  Score: Raw -834681.772705 + Penalty 2892.235107 = -831789.537598
  nChanged 2
		SP:Iteration 46Q (10755.950000 sec): 3 clusters
  Score: Raw -834682.031743 + Penalty 2892.235107 = -831789.796636
  nChanged 1
		SP:Iteration 47Q (10755.970000 sec): 3 clusters
  Score: Raw -834682.144496 + Penalty 2892.235107 = -831789.909389
  nChanged 1
		SP:Iteration 48Q (10755.990000 sec): 3 clusters
  Score: Raw -834682.267353 + Penalty 2892.235107 = -831790.032246
  nChanged 2
		SP:Iteration 49Q (10756.010000 sec): 3 clusters
  Score: Raw -834682.540026 + Penalty 2892.235107 = -831790.304919
  nChanged 1
		SP:Iteration 50Q (10756.030000 sec): 3 clusters
  Score: Raw -834682.637032 + Penalty 2892.235107 = -831790.401925
  nChanged 1
		SP:Iteration 51Q (10756.040000 sec): 3 clusters
  Score: Raw -834682.704678 + Penalty 2892.235107 = -831790.469571
  nChanged 0
		SP:Iteration 52F (10756.060000 sec): 3 clusters
  Score: Raw -834682.704678 + Penalty 2892.235107 = -831790.469571
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10756.090000 sec): 2 clusters
  Score: Raw -1073686.668095 + Penalty 1482.830249 = -1072203.837846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10756.110000 sec): 3 clusters
  Score: Raw -1068518.700797 + Penalty 2965.660499 = -1065553.040298
  nChanged 3957
		SP:Iteration 1F (10756.140000 sec): 3 clusters
  Score: Raw -1070636.405972 + Penalty 2965.660499 = -1067670.745473
  nChanged 551
		SP:Iteration 2F (10756.160000 sec): 3 clusters
  Score: Raw -1070857.420178 + Penalty 2965.660499 = -1067891.759679
  nChanged 427
		SP:Iteration 3Q (10756.180000 sec): 3 clusters
  Score: Raw -1071007.116948 + Penalty 2965.660499 = -1068041.456449
  nChanged 307
		SP:Iteration 4Q (10756.210000 sec): 3 clusters
  Score: Raw -1071111.222565 + Penalty 2965.660499 = -1068145.562066
  nChanged 300
		SP:Iteration 5Q (10756.230000 sec): 3 clusters
  Score: Raw -1071197.660457 + Penalty 2965.660499 = -1068231.999958
  nChanged 241
		SP:Iteration 6Q (10756.250000 sec): 3 clusters
  Score: Raw -1071274.698481 + Penalty 2965.660499 = -1068309.037982
  nChanged 248
		SP:Iteration 7Q (10756.270000 sec): 3 clusters
  Score: Raw -1071352.167497 + Penalty 2965.660499 = -1068386.506998
  nChanged 221
		SP:Iteration 8Q (10756.300000 sec): 3 clusters
  Score: Raw -1071422.903885 + Penalty 2965.660499 = -1068457.243386
  nChanged 225
		SP:Iteration 9Q (10756.320000 sec): 3 clusters
  Score: Raw -1071495.144587 + Penalty 2965.660499 = -1068529.484088
  nChanged 213
		SP:Iteration 10Q (10756.350000 sec): 3 clusters
  Score: Raw -1071559.218892 + Penalty 2965.660499 = -1068593.558393
  nChanged 199
		SP:Iteration 11Q (10756.370000 sec): 3 clusters
  Score: Raw -1071626.751435 + Penalty 2965.660499 = -1068661.090936
  nChanged 196
		SP:Iteration 12Q (10756.390000 sec): 3 clusters
  Score: Raw -1071694.960088 + Penalty 2965.660499 = -1068729.299589
  nChanged 210
		SP:Iteration 13Q (10756.420000 sec): 3 clusters
  Score: Raw -1071786.019925 + Penalty 2965.660499 = -1068820.359426
  nChanged 253
		SP:Iteration 14Q (10756.440000 sec): 3 clusters
  Score: Raw -1071904.201872 + Penalty 2965.660499 = -1068938.541373
  nChanged 276
		SP:Iteration 15Q (10756.470000 sec): 3 clusters
  Score: Raw -1072045.602140 + Penalty 2965.660499 = -1069079.941642
  nChanged 310
		SP:Iteration 16Q (10756.490000 sec): 3 clusters
  Score: Raw -1072229.359364 + Penalty 2965.660499 = -1069263.698865
  nChanged 345
		SP:Iteration 17Q (10756.510000 sec): 3 clusters
  Score: Raw -1072447.966881 + Penalty 2965.660499 = -1069482.306382
  nChanged 318
		SP:Iteration 18Q (10756.530000 sec): 3 clusters
  Score: Raw -1072630.790797 + Penalty 2965.660499 = -1069665.130298
  nChanged 298
		SP:Iteration 19Q (10756.550000 sec): 3 clusters
  Score: Raw -1072807.111554 + Penalty 2965.660499 = -1069841.451055
  nChanged 264
		SP:Iteration 20F (10756.580000 sec): 3 clusters
  Score: Raw -1072957.880389 + Penalty 2965.660499 = -1069992.219890
  nChanged 263
		SP:Iteration 21Q (10756.600000 sec): 3 clusters
  Score: Raw -1073131.491274 + Penalty 2965.660499 = -1070165.830775
  nChanged 253
		SP:Iteration 22Q (10756.620000 sec): 3 clusters
  Score: Raw -1073290.716861 + Penalty 2965.660499 = -1070325.056362
  nChanged 223
		SP:Iteration 23Q (10756.640000 sec): 3 clusters
  Score: Raw -1073440.883539 + Penalty 2965.660499 = -1070475.223040
  nChanged 222
		SP:Iteration 24Q (10756.660000 sec): 3 clusters
  Score: Raw -1073598.723577 + Penalty 2965.660499 = -1070633.063078
  nChanged 176
		SP:Iteration 25Q (10756.680000 sec): 3 clusters
  Score: Raw -1073721.502274 + Penalty 2965.660499 = -1070755.841775
  nChanged 143
		SP:Iteration 26Q (10756.700000 sec): 3 clusters
  Score: Raw -1073810.416680 + Penalty 2965.660499 = -1070844.756181
  nChanged 110
		SP:Iteration 27Q (10756.720000 sec): 3 clusters
  Score: Raw -1073872.446428 + Penalty 2965.660499 = -1070906.785929
  nChanged 89
		SP:Iteration 28Q (10756.740000 sec): 3 clusters
  Score: Raw -1073924.786612 + Penalty 2965.660499 = -1070959.126113
  nChanged 61
		SP:Iteration 29Q (10756.760000 sec): 3 clusters
  Score: Raw -1073961.879393 + Penalty 2965.660499 = -1070996.218894
  nChanged 50
		SP:Iteration 30Q (10756.780000 sec): 3 clusters
  Score: Raw -1073988.213336 + Penalty 2965.660499 = -1071022.552837
  nChanged 46
		SP:Iteration 31Q (10756.800000 sec): 3 clusters
  Score: Raw -1074009.310227 + Penalty 2965.660499 = -1071043.649728
  nChanged 31
		SP:Iteration 32Q (10756.820000 sec): 3 clusters
  Score: Raw -1074023.743577 + Penalty 2965.660499 = -1071058.083078
  nChanged 24
		SP:Iteration 33Q (10756.840000 sec): 3 clusters
  Score: Raw -1074037.719300 + Penalty 2965.660499 = -1071072.058801
  nChanged 19
		SP:Iteration 34Q (10756.860000 sec): 3 clusters
  Score: Raw -1074047.274497 + Penalty 2965.660499 = -1071081.613998
  nChanged 11
		SP:Iteration 35Q (10756.870000 sec): 3 clusters
  Score: Raw -1074053.669503 + Penalty 2965.660499 = -1071088.009004
  nChanged 7
		SP:Iteration 36Q (10756.890000 sec): 3 clusters
  Score: Raw -1074057.260806 + Penalty 2965.660499 = -1071091.600307
  nChanged 4
		SP:Iteration 37Q (10756.910000 sec): 3 clusters
  Score: Raw -1074060.724535 + Penalty 2965.660499 = -1071095.064036
  nChanged 5
		SP:Iteration 38Q (10756.930000 sec): 3 clusters
  Score: Raw -1074063.402596 + Penalty 2965.660499 = -1071097.742097
  nChanged 5
		SP:Iteration 39Q (10756.950000 sec): 3 clusters
  Score: Raw -1074065.524097 + Penalty 2965.660499 = -1071099.863599
  nChanged 3
		SP:Iteration 40F (10756.970000 sec): 3 clusters
  Score: Raw -1074067.037631 + Penalty 2965.660499 = -1071101.377132
  nChanged 4
		SP:Iteration 41Q (10756.990000 sec): 3 clusters
  Score: Raw -1074068.399177 + Penalty 2965.660499 = -1071102.738678
  nChanged 1
		SP:Iteration 42Q (10757.010000 sec): 3 clusters
  Score: Raw -1074068.631749 + Penalty 2965.660499 = -1071102.971250
  nChanged 0
		SP:Iteration 43F (10757.040000 sec): 3 clusters
  Score: Raw -1074068.631749 + Penalty 2965.660499 = -1071102.971250
  nChanged 0
Deleting Class 18 (228 points): Lose 1796.254406 but Gain 2297.472980
Iteration 219Q (10767.890000 sec): 77 clusters
  Score: Raw -155806052.180406 + Penalty 174607.946467 = -155631444.233939
  nChanged 1349
Iteration 220F (10860.930000 sec): 77 clusters
  Score: Raw -155806953.042376 + Penalty 174607.946467 = -155632345.095909
  nChanged 1260
Iteration 221Q (10871.910000 sec): 77 clusters
  Score: Raw -155807298.466432 + Penalty 174607.946467 = -155632690.519964
  nChanged 1054
Iteration 222Q (10882.770000 sec): 77 clusters
  Score: Raw -155807540.082388 + Penalty 174607.946467 = -155632932.135920
  nChanged 1076
Iteration 223Q (10893.610000 sec): 77 clusters
  Score: Raw -155807786.137154 + Penalty 174607.946467 = -155633178.190686
  nChanged 1048
Iteration 224Q (10904.430000 sec): 77 clusters
  Score: Raw -155808027.459124 + Penalty 174607.946467 = -155633419.512656
  nChanged 1062
Iteration 225Q (10915.310000 sec): 77 clusters
  Score: Raw -155808206.071066 + Penalty 174607.946467 = -155633598.124599
  nChanged 1038
Iteration 226Q (10926.030000 sec): 77 clusters
  Score: Raw -155808344.308264 + Penalty 174607.946467 = -155633736.361797
  nChanged 911
Iteration 227Q (10936.750000 sec): 77 clusters
  Score: Raw -155808441.945718 + Penalty 174607.946467 = -155633833.999251
  nChanged 900
Iteration 228Q (10947.500000 sec): 77 clusters
  Score: Raw -155808541.375651 + Penalty 174607.946467 = -155633933.429183
  nChanged 840
Iteration 229Q (10958.280000 sec): 77 clusters
  Score: Raw -155808632.110306 + Penalty 174607.946467 = -155634024.163838
  nChanged 834
Iteration 230Q (10969.120000 sec): 77 clusters
  Score: Raw -155808717.863626 + Penalty 174607.946467 = -155634109.917158
  nChanged 829
Iteration 231Q (10979.810000 sec): 77 clusters
  Score: Raw -155808804.581676 + Penalty 174607.946467 = -155634196.635208
  nChanged 775
Iteration 232Q (10990.500000 sec): 77 clusters
  Score: Raw -155808876.689096 + Penalty 174607.946467 = -155634268.742629
  nChanged 708
Iteration 233Q (11001.130000 sec): 77 clusters
  Score: Raw -155808946.504614 + Penalty 174607.946467 = -155634338.558146
  nChanged 687
Iteration 234Q (11011.530000 sec): 77 clusters
  Score: Raw -155809016.376347 + Penalty 174607.946467 = -155634408.429880
  nChanged 641
Iteration 235Q (11021.930000 sec): 77 clusters
  Score: Raw -155809069.111730 + Penalty 174607.946467 = -155634461.165262
  nChanged 570
Iteration 236Q (11032.310000 sec): 77 clusters
  Score: Raw -155809117.658158 + Penalty 174607.946467 = -155634509.711691
  nChanged 538
Iteration 237Q (11042.770000 sec): 77 clusters
  Score: Raw -155809163.182158 + Penalty 174607.946467 = -155634555.235690
  nChanged 550
Iteration 238Q (11053.290000 sec): 77 clusters
  Score: Raw -155809215.911800 + Penalty 174607.946467 = -155634607.965333
  nChanged 504
Iteration 239Q (11063.890000 sec): 77 clusters
  Score: Raw -155809258.441903 + Penalty 174607.946467 = -155634650.495436
  nChanged 480
Iteration 240F (11156.800000 sec): 77 clusters
  Score: Raw -155809341.724340 + Penalty 174607.946467 = -155634733.777872
  nChanged 396
Iteration 241Q (11167.660000 sec): 77 clusters
  Score: Raw -155809389.326358 + Penalty 174607.946467 = -155634781.379891
  nChanged 350
Iteration 242Q (11178.420000 sec): 77 clusters
  Score: Raw -155809431.714636 + Penalty 174607.946467 = -155634823.768169
  nChanged 372
Iteration 243Q (11189.180000 sec): 77 clusters
  Score: Raw -155809473.867935 + Penalty 174607.946467 = -155634865.921468
  nChanged 382
Iteration 244Q (11199.990000 sec): 77 clusters
  Score: Raw -155809514.367043 + Penalty 174607.946467 = -155634906.420575
  nChanged 349
Iteration 245Q (11210.730000 sec): 77 clusters
  Score: Raw -155809552.585934 + Penalty 174607.946467 = -155634944.639466
  nChanged 331
Iteration 246Q (11221.280000 sec): 77 clusters
  Score: Raw -155809589.669286 + Penalty 174607.946467 = -155634981.722819
  nChanged 330
Iteration 247Q (11231.640000 sec): 77 clusters
  Score: Raw -155809624.084825 + Penalty 174607.946467 = -155635016.138357
  nChanged 292
Iteration 248Q (11241.970000 sec): 77 clusters
  Score: Raw -155809655.576764 + Penalty 174607.946467 = -155635047.630297
  nChanged 279
Iteration 249Q (11252.210000 sec): 77 clusters
  Score: Raw -155809685.168926 + Penalty 174607.946467 = -155635077.222458
  nChanged 284
Iteration 250Q (11262.470000 sec): 77 clusters
  Score: Raw -155809719.171505 + Penalty 174607.946467 = -155635111.225038
  nChanged 272
Iteration 251Q (11272.700000 sec): 77 clusters
  Score: Raw -155809755.630221 + Penalty 174607.946467 = -155635147.683754
  nChanged 265
Iteration 252Q (11282.890000 sec): 77 clusters
  Score: Raw -155809784.794237 + Penalty 174607.946467 = -155635176.847769
  nChanged 270
Iteration 253Q (11293.100000 sec): 77 clusters
  Score: Raw -155809811.944315 + Penalty 174607.946467 = -155635203.997848
  nChanged 246
Iteration 254Q (11303.340000 sec): 77 clusters
  Score: Raw -155809833.408876 + Penalty 174607.946467 = -155635225.462409
  nChanged 230
Iteration 255Q (11313.530000 sec): 77 clusters
  Score: Raw -155809855.130325 + Penalty 174607.946467 = -155635247.183858
  nChanged 203
Iteration 256Q (11323.710000 sec): 77 clusters
  Score: Raw -155809875.655352 + Penalty 174607.946467 = -155635267.708885
  nChanged 172
Iteration 257Q (11333.910000 sec): 77 clusters
  Score: Raw -155809890.502450 + Penalty 174607.946467 = -155635282.555982
  nChanged 172
Iteration 258Q (11344.150000 sec): 77 clusters
  Score: Raw -155809903.517421 + Penalty 174607.946467 = -155635295.570954
  nChanged 152
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155809903.517421 + Penalty 174607.946467 = -155635295.570954
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (61572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11344.530000 sec): 2 clusters
  Score: Raw -7146428.756556 + Penalty 1792.043906 = -7144636.712650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11344.700000 sec): 3 clusters
  Score: Raw -7107093.446991 + Penalty 3584.087813 = -7103509.359179
  nChanged 28959
		SP:Iteration 1F (11344.860000 sec): 3 clusters
  Score: Raw -7123668.365967 + Penalty 3584.087813 = -7120084.278154
  nChanged 2138
		SP:Iteration 2Q (11345.030000 sec): 3 clusters
  Score: Raw -7124234.049049 + Penalty 3584.087813 = -7120649.961236
  nChanged 2161
		SP:Iteration 3Q (11345.190000 sec): 3 clusters
  Score: Raw -7124797.262197 + Penalty 3584.087813 = -7121213.174385
  nChanged 2148
		SP:Iteration 4Q (11345.360000 sec): 3 clusters
  Score: Raw -7125408.493167 + Penalty 3584.087813 = -7121824.405354
  nChanged 2257
		SP:Iteration 5Q (11345.530000 sec): 3 clusters
  Score: Raw -7126129.540025 + Penalty 3584.087813 = -7122545.452213
  nChanged 2451
		SP:Iteration 6Q (11345.700000 sec): 3 clusters
  Score: Raw -7127082.462250 + Penalty 3584.087813 = -7123498.374437
  nChanged 2895
		SP:Iteration 7Q (11345.870000 sec): 3 clusters
  Score: Raw -7128524.592637 + Penalty 3584.087813 = -7124940.504824
  nChanged 3469
		SP:Iteration 8F (11346.030000 sec): 3 clusters
  Score: Raw -7130691.724324 + Penalty 3584.087813 = -7127107.636511
  nChanged 4049
		SP:Iteration 9F (11346.190000 sec): 3 clusters
  Score: Raw -7133682.011870 + Penalty 3584.087813 = -7130097.924057
  nChanged 4170
		SP:Iteration 10F (11346.360000 sec): 3 clusters
  Score: Raw -7137108.595105 + Penalty 3584.087813 = -7133524.507292
  nChanged 3686
		SP:Iteration 11F (11346.520000 sec): 3 clusters
  Score: Raw -7140312.101633 + Penalty 3584.087813 = -7136728.013821
  nChanged 2821
		SP:Iteration 12Q (11346.670000 sec): 3 clusters
  Score: Raw -7142708.978763 + Penalty 3584.087813 = -7139124.890951
  nChanged 1945
		SP:Iteration 13Q (11346.810000 sec): 3 clusters
  Score: Raw -7144312.994005 + Penalty 3584.087813 = -7140728.906193
  nChanged 1242
		SP:Iteration 14Q (11346.940000 sec): 3 clusters
  Score: Raw -7145301.553470 + Penalty 3584.087813 = -7141717.465657
  nChanged 763
		SP:Iteration 15Q (11347.070000 sec): 3 clusters
  Score: Raw -7145884.838805 + Penalty 3584.087813 = -7142300.750992
  nChanged 443
		SP:Iteration 16Q (11347.190000 sec): 3 clusters
  Score: Raw -7146227.687925 + Penalty 3584.087813 = -7142643.600112
  nChanged 225
		SP:Iteration 17Q (11347.300000 sec): 3 clusters
  Score: Raw -7146397.108120 + Penalty 3584.087813 = -7142813.020307
  nChanged 121
		SP:Iteration 18Q (11347.420000 sec): 3 clusters
  Score: Raw -7146493.013091 + Penalty 3584.087813 = -7142908.925278
  nChanged 79
		SP:Iteration 19Q (11347.530000 sec): 3 clusters
  Score: Raw -7146548.294739 + Penalty 3584.087813 = -7142964.206926
  nChanged 53
		SP:Iteration 20F (11347.690000 sec): 3 clusters
  Score: Raw -7146591.051174 + Penalty 3584.087813 = -7143006.963361
  nChanged 29
		SP:Iteration 21Q (11347.800000 sec): 3 clusters
  Score: Raw -7146619.170293 + Penalty 3584.087813 = -7143035.082481
  nChanged 24
		SP:Iteration 22Q (11347.920000 sec): 3 clusters
  Score: Raw -7146640.669032 + Penalty 3584.087813 = -7143056.581219
  nChanged 11
		SP:Iteration 23Q (11348.030000 sec): 3 clusters
  Score: Raw -7146649.672776 + Penalty 3584.087813 = -7143065.584963
  nChanged 9
		SP:Iteration 24Q (11348.140000 sec): 3 clusters
  Score: Raw -7146655.130493 + Penalty 3584.087813 = -7143071.042681
  nChanged 9
		SP:Iteration 25Q (11348.250000 sec): 3 clusters
  Score: Raw -7146662.240012 + Penalty 3584.087813 = -7143078.152199
  nChanged 7
		SP:Iteration 26Q (11348.370000 sec): 3 clusters
  Score: Raw -7146665.178164 + Penalty 3584.087813 = -7143081.090352
  nChanged 3
		SP:Iteration 27Q (11348.480000 sec): 3 clusters
  Score: Raw -7146667.081601 + Penalty 3584.087813 = -7143082.993788
  nChanged 0
		SP:Iteration 28F (11348.640000 sec): 3 clusters
  Score: Raw -7146667.081601 + Penalty 3584.087813 = -7143082.993788
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11348.670000 sec): 2 clusters
  Score: Raw -51799.827224 + Penalty 1027.708331 = -50772.118892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11348.680000 sec): 3 clusters
  Score: Raw -51761.333375 + Penalty 2055.416663 = -49705.916713
  nChanged 150
		SP:Iteration 1F (11348.680000 sec): 3 clusters
  Score: Raw -51978.270289 + Penalty 2055.416663 = -49922.853626
  nChanged 41
		SP:Iteration 2F (11348.680000 sec): 3 clusters
  Score: Raw -52059.647694 + Penalty 2055.416663 = -50004.231032
  nChanged 17
		SP:Iteration 3Q (11348.680000 sec): 3 clusters
  Score: Raw -52092.671757 + Penalty 2055.416663 = -50037.255094
  nChanged 13
		SP:Iteration 4Q (11348.680000 sec): 3 clusters
  Score: Raw -52115.241796 + Penalty 2055.416663 = -50059.825133
  nChanged 9
		SP:Iteration 5Q (11348.690000 sec): 3 clusters
  Score: Raw -52135.555218 + Penalty 2055.416663 = -50080.138555
  nChanged 7
		SP:Iteration 6Q (11348.690000 sec): 3 clusters
  Score: Raw -52145.069722 + Penalty 2055.416663 = -50089.653060
  nChanged 5
		SP:Iteration 7Q (11348.690000 sec): 3 clusters
  Score: Raw -52154.693386 + Penalty 2055.416663 = -50099.276723
  nChanged 3
		SP:Iteration 8Q (11348.690000 sec): 3 clusters
  Score: Raw -52158.259286 + Penalty 2055.416663 = -50102.842623
  nChanged 2
		SP:Iteration 9Q (11348.690000 sec): 3 clusters
  Score: Raw -52165.427767 + Penalty 2055.416663 = -50110.011104
  nChanged 2
		SP:Iteration 10Q (11348.690000 sec): 3 clusters
  Score: Raw -52167.415065 + Penalty 2055.416663 = -50111.998402
  nChanged 1
		SP:Iteration 11Q (11348.690000 sec): 3 clusters
  Score: Raw -52173.384901 + Penalty 2055.416663 = -50117.968238
  nChanged 2
		SP:Iteration 12Q (11348.690000 sec): 3 clusters
  Score: Raw -52177.188272 + Penalty 2055.416663 = -50121.771609
  nChanged 3
		SP:Iteration 13Q (11348.690000 sec): 3 clusters
  Score: Raw -52181.662170 + Penalty 2055.416663 = -50126.245507
  nChanged 1
		SP:Iteration 14Q (11348.700000 sec): 3 clusters
  Score: Raw -52182.671178 + Penalty 2055.416663 = -50127.254515
  nChanged 1
		SP:Iteration 15Q (11348.700000 sec): 3 clusters
  Score: Raw -52183.391588 + Penalty 2055.416663 = -50127.974925
  nChanged 1
		SP:Iteration 16Q (11348.700000 sec): 3 clusters
  Score: Raw -52184.493789 + Penalty 2055.416663 = -50129.077127
  nChanged 1
		SP:Iteration 17Q (11348.700000 sec): 3 clusters
  Score: Raw -52186.762902 + Penalty 2055.416663 = -50131.346240
  nChanged 0
		SP:Iteration 18F (11348.700000 sec): 3 clusters
  Score: Raw -52186.762902 + Penalty 2055.416663 = -50131.346240
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11348.710000 sec): 2 clusters
  Score: Raw -447477.529213 + Penalty 1345.450784 = -446132.078429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11348.730000 sec): 3 clusters
  Score: Raw -445517.407231 + Penalty 2690.901569 = -442826.505663
  nChanged 1558
		SP:Iteration 1F (11348.730000 sec): 3 clusters
  Score: Raw -446478.435799 + Penalty 2690.901569 = -443787.534231
  nChanged 328
		SP:Iteration 2F (11348.750000 sec): 3 clusters
  Score: Raw -446718.061415 + Penalty 2690.901569 = -444027.159847
  nChanged 262
		SP:Iteration 3F (11348.750000 sec): 3 clusters
  Score: Raw -446948.126778 + Penalty 2690.901569 = -444257.225210
  nChanged 258
		SP:Iteration 4F (11348.770000 sec): 3 clusters
  Score: Raw -447242.960447 + Penalty 2690.901569 = -444552.058878
  nChanged 287
		SP:Iteration 5F (11348.770000 sec): 3 clusters
  Score: Raw -447531.903688 + Penalty 2690.901569 = -444841.002119
  nChanged 239
		SP:Iteration 6F (11348.790000 sec): 3 clusters
  Score: Raw -447725.251639 + Penalty 2690.901569 = -445034.350071
  nChanged 184
		SP:Iteration 7Q (11348.790000 sec): 3 clusters
  Score: Raw -447859.126632 + Penalty 2690.901569 = -445168.225064
  nChanged 158
		SP:Iteration 8Q (11348.800000 sec): 3 clusters
  Score: Raw -447948.714924 + Penalty 2690.901569 = -445257.813355
  nChanged 85
		SP:Iteration 9Q (11348.810000 sec): 3 clusters
  Score: Raw -447998.202640 + Penalty 2690.901569 = -445307.301072
  nChanged 69
		SP:Iteration 10Q (11348.820000 sec): 3 clusters
  Score: Raw -448031.736022 + Penalty 2690.901569 = -445340.834453
  nChanged 45
		SP:Iteration 11Q (11348.830000 sec): 3 clusters
  Score: Raw -448047.635421 + Penalty 2690.901569 = -445356.733852
  nChanged 29
		SP:Iteration 12Q (11348.840000 sec): 3 clusters
  Score: Raw -448057.971936 + Penalty 2690.901569 = -445367.070367
  nChanged 14
		SP:Iteration 13Q (11348.850000 sec): 3 clusters
  Score: Raw -448061.598706 + Penalty 2690.901569 = -445370.697137
  nChanged 12
		SP:Iteration 14Q (11348.860000 sec): 3 clusters
  Score: Raw -448065.363621 + Penalty 2690.901569 = -445374.462053
  nChanged 9
		SP:Iteration 15Q (11348.870000 sec): 3 clusters
  Score: Raw -448068.070021 + Penalty 2690.901569 = -445377.168452
  nChanged 7
		SP:Iteration 16Q (11348.880000 sec): 3 clusters
  Score: Raw -448069.883768 + Penalty 2690.901569 = -445378.982199
  nChanged 5
		SP:Iteration 17Q (11348.890000 sec): 3 clusters
  Score: Raw -448071.159449 + Penalty 2690.901569 = -445380.257880
  nChanged 8
		SP:Iteration 18Q (11348.900000 sec): 3 clusters
  Score: Raw -448073.672158 + Penalty 2690.901569 = -445382.770589
  nChanged 6
		SP:Iteration 19Q (11348.910000 sec): 3 clusters
  Score: Raw -448075.755593 + Penalty 2690.901569 = -445384.854024
  nChanged 6
		SP:Iteration 20F (11348.910000 sec): 3 clusters
  Score: Raw -448077.536497 + Penalty 2690.901569 = -445386.634929
  nChanged 12
		SP:Iteration 21Q (11348.930000 sec): 3 clusters
  Score: Raw -448080.188746 + Penalty 2690.901569 = -445389.287178
  nChanged 6
		SP:Iteration 22Q (11348.930000 sec): 3 clusters
  Score: Raw -448081.510403 + Penalty 2690.901569 = -445390.608834
  nChanged 4
		SP:Iteration 23Q (11348.940000 sec): 3 clusters
  Score: Raw -448082.371920 + Penalty 2690.901569 = -445391.470352
  nChanged 4
		SP:Iteration 24Q (11348.950000 sec): 3 clusters
  Score: Raw -448083.910258 + Penalty 2690.901569 = -445393.008689
  nChanged 2
		SP:Iteration 25Q (11348.960000 sec): 3 clusters
  Score: Raw -448084.601384 + Penalty 2690.901569 = -445393.699816
  nChanged 3
		SP:Iteration 26Q (11348.970000 sec): 3 clusters
  Score: Raw -448085.369171 + Penalty 2690.901569 = -445394.467603
  nChanged 0
		SP:Iteration 27F (11348.980000 sec): 3 clusters
  Score: Raw -448085.369171 + Penalty 2690.901569 = -445394.467603
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11348.990000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11348.990000 sec): 3 clusters
  Score: Raw -40566.893374 + Penalty 1919.242601 = -38647.650773
  nChanged 90
		SP:Iteration 1F (11348.990000 sec): 3 clusters
  Score: Raw -40755.705364 + Penalty 1919.242601 = -38836.462764
  nChanged 22
		SP:Iteration 2F (11348.990000 sec): 3 clusters
  Score: Raw -40816.930308 + Penalty 1919.242601 = -38897.687707
  nChanged 8
		SP:Iteration 3Q (11348.990000 sec): 3 clusters
  Score: Raw -40829.268759 + Penalty 1919.242601 = -38910.026158
  nChanged 3
		SP:Iteration 4Q (11348.990000 sec): 3 clusters
  Score: Raw -40835.275547 + Penalty 1919.242601 = -38916.032947
  nChanged 2
		SP:Iteration 5Q (11348.990000 sec): 3 clusters
  Score: Raw -40840.520010 + Penalty 1919.242601 = -38921.277410
  nChanged 1
		SP:Iteration 6Q (11348.990000 sec): 3 clusters
  Score: Raw -40842.050337 + Penalty 1919.242601 = -38922.807737
  nChanged 1
		SP:Iteration 7Q (11348.990000 sec): 3 clusters
  Score: Raw -40843.574648 + Penalty 1919.242601 = -38924.332048
  nChanged 0
		SP:Iteration 8F (11349.000000 sec): 3 clusters
  Score: Raw -40843.574648 + Penalty 1919.242601 = -38924.332048
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11349.030000 sec): 2 clusters
  Score: Raw -1163186.978789 + Penalty 1502.082027 = -1161684.896761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11349.050000 sec): 3 clusters
  Score: Raw -1157380.749819 + Penalty 3004.164054 = -1154376.585764
  nChanged 4471
		SP:Iteration 1F (11349.080000 sec): 3 clusters
  Score: Raw -1159958.874600 + Penalty 3004.164054 = -1156954.710546
  nChanged 873
		SP:Iteration 2F (11349.110000 sec): 3 clusters
  Score: Raw -1160703.927198 + Penalty 3004.164054 = -1157699.763143
  nChanged 930
		SP:Iteration 3F (11349.130000 sec): 3 clusters
  Score: Raw -1161583.834419 + Penalty 3004.164054 = -1158579.670365
  nChanged 875
		SP:Iteration 4F (11349.160000 sec): 3 clusters
  Score: Raw -1162385.690721 + Penalty 3004.164054 = -1159381.526667
  nChanged 706
		SP:Iteration 5F (11349.190000 sec): 3 clusters
  Score: Raw -1162997.795352 + Penalty 3004.164054 = -1159993.631298
  nChanged 554
		SP:Iteration 6F (11349.210000 sec): 3 clusters
  Score: Raw -1163455.880260 + Penalty 3004.164054 = -1160451.716206
  nChanged 406
		SP:Iteration 7Q (11349.240000 sec): 3 clusters
  Score: Raw -1163763.144601 + Penalty 3004.164054 = -1160758.980547
  nChanged 299
		SP:Iteration 8Q (11349.260000 sec): 3 clusters
  Score: Raw -1163935.300498 + Penalty 3004.164054 = -1160931.136443
  nChanged 215
		SP:Iteration 9Q (11349.290000 sec): 3 clusters
  Score: Raw -1164020.951804 + Penalty 3004.164054 = -1161016.787750
  nChanged 138
		SP:Iteration 10Q (11349.310000 sec): 3 clusters
  Score: Raw -1164059.845216 + Penalty 3004.164054 = -1161055.681162
  nChanged 86
		SP:Iteration 11Q (11349.340000 sec): 3 clusters
  Score: Raw -1164078.165648 + Penalty 3004.164054 = -1161074.001593
  nChanged 53
		SP:Iteration 12Q (11349.360000 sec): 3 clusters
  Score: Raw -1164088.769370 + Penalty 3004.164054 = -1161084.605315
  nChanged 47
		SP:Iteration 13Q (11349.390000 sec): 3 clusters
  Score: Raw -1164097.413861 + Penalty 3004.164054 = -1161093.249807
  nChanged 44
		SP:Iteration 14Q (11349.410000 sec): 3 clusters
  Score: Raw -1164104.945353 + Penalty 3004.164054 = -1161100.781298
  nChanged 30
		SP:Iteration 15Q (11349.430000 sec): 3 clusters
  Score: Raw -1164110.048851 + Penalty 3004.164054 = -1161105.884796
  nChanged 28
		SP:Iteration 16Q (11349.460000 sec): 3 clusters
  Score: Raw -1164115.182917 + Penalty 3004.164054 = -1161111.018863
  nChanged 27
		SP:Iteration 17Q (11349.480000 sec): 3 clusters
  Score: Raw -1164119.859778 + Penalty 3004.164054 = -1161115.695724
  nChanged 20
		SP:Iteration 18Q (11349.510000 sec): 3 clusters
  Score: Raw -1164122.546029 + Penalty 3004.164054 = -1161118.381974
  nChanged 16
		SP:Iteration 19Q (11349.530000 sec): 3 clusters
  Score: Raw -1164125.001154 + Penalty 3004.164054 = -1161120.837099
  nChanged 15
		SP:Iteration 20F (11349.550000 sec): 3 clusters
  Score: Raw -1164127.438552 + Penalty 3004.164054 = -1161123.274497
  nChanged 20
		SP:Iteration 21Q (11349.580000 sec): 3 clusters
  Score: Raw -1164130.768766 + Penalty 3004.164054 = -1161126.604711
  nChanged 19
		SP:Iteration 22Q (11349.600000 sec): 3 clusters
  Score: Raw -1164133.751529 + Penalty 3004.164054 = -1161129.587475
  nChanged 15
		SP:Iteration 23Q (11349.630000 sec): 3 clusters
  Score: Raw -1164136.030823 + Penalty 3004.164054 = -1161131.866769
  nChanged 13
		SP:Iteration 24Q (11349.650000 sec): 3 clusters
  Score: Raw -1164137.816720 + Penalty 3004.164054 = -1161133.652665
  nChanged 18
		SP:Iteration 25Q (11349.670000 sec): 3 clusters
  Score: Raw -1164140.515604 + Penalty 3004.164054 = -1161136.351550
  nChanged 19
		SP:Iteration 26Q (11349.700000 sec): 3 clusters
  Score: Raw -1164143.008296 + Penalty 3004.164054 = -1161138.844242
  nChanged 11
		SP:Iteration 27Q (11349.720000 sec): 3 clusters
  Score: Raw -1164144.710056 + Penalty 3004.164054 = -1161140.546001
  nChanged 9
		SP:Iteration 28Q (11349.750000 sec): 3 clusters
  Score: Raw -1164145.881191 + Penalty 3004.164054 = -1161141.717136
  nChanged 11
		SP:Iteration 29Q (11349.770000 sec): 3 clusters
  Score: Raw -1164147.193054 + Penalty 3004.164054 = -1161143.029000
  nChanged 14
		SP:Iteration 30Q (11349.790000 sec): 3 clusters
  Score: Raw -1164148.623801 + Penalty 3004.164054 = -1161144.459747
  nChanged 10
		SP:Iteration 31Q (11349.820000 sec): 3 clusters
  Score: Raw -1164149.640066 + Penalty 3004.164054 = -1161145.476012
  nChanged 6
		SP:Iteration 32Q (11349.840000 sec): 3 clusters
  Score: Raw -1164150.151131 + Penalty 3004.164054 = -1161145.987076
  nChanged 8
		SP:Iteration 33Q (11349.870000 sec): 3 clusters
  Score: Raw -1164151.072918 + Penalty 3004.164054 = -1161146.908863
  nChanged 5
		SP:Iteration 34Q (11349.890000 sec): 3 clusters
  Score: Raw -1164151.358101 + Penalty 3004.164054 = -1161147.194047
  nChanged 3
		SP:Iteration 35Q (11349.910000 sec): 3 clusters
  Score: Raw -1164151.625978 + Penalty 3004.164054 = -1161147.461924
  nChanged 4
		SP:Iteration 36Q (11349.940000 sec): 3 clusters
  Score: Raw -1164152.028695 + Penalty 3004.164054 = -1161147.864641
  nChanged 4
		SP:Iteration 37Q (11349.960000 sec): 3 clusters
  Score: Raw -1164152.433987 + Penalty 3004.164054 = -1161148.269932
  nChanged 4
		SP:Iteration 38Q (11349.990000 sec): 3 clusters
  Score: Raw -1164153.062938 + Penalty 3004.164054 = -1161148.898884
  nChanged 3
		SP:Iteration 39Q (11350.010000 sec): 3 clusters
  Score: Raw -1164153.569033 + Penalty 3004.164054 = -1161149.404978
  nChanged 2
		SP:Iteration 40F (11350.030000 sec): 3 clusters
  Score: Raw -1164153.775062 + Penalty 3004.164054 = -1161149.611008
  nChanged 1
		SP:Iteration 41Q (11350.060000 sec): 3 clusters
  Score: Raw -1164153.970394 + Penalty 3004.164054 = -1161149.806340
  nChanged 1
		SP:Iteration 42Q (11350.080000 sec): 3 clusters
  Score: Raw -1164154.068910 + Penalty 3004.164054 = -1161149.904856
  nChanged 1
		SP:Iteration 43Q (11350.110000 sec): 3 clusters
  Score: Raw -1164154.180503 + Penalty 3004.164054 = -1161150.016448
  nChanged 2
		SP:Iteration 44Q (11350.130000 sec): 3 clusters
  Score: Raw -1164154.480115 + Penalty 3004.164054 = -1161150.316061
  nChanged 6
		SP:Iteration 45Q (11350.150000 sec): 3 clusters
  Score: Raw -1164155.115927 + Penalty 3004.164054 = -1161150.951872
  nChanged 2
		SP:Iteration 46Q (11350.180000 sec): 3 clusters
  Score: Raw -1164155.284937 + Penalty 3004.164054 = -1161151.120882
  nChanged 2
		SP:Iteration 47Q (11350.200000 sec): 3 clusters
  Score: Raw -1164155.399467 + Penalty 3004.164054 = -1161151.235412
  nChanged 1
		SP:Iteration 48Q (11350.230000 sec): 3 clusters
  Score: Raw -1164155.460049 + Penalty 3004.164054 = -1161151.295995
  nChanged 0
		SP:Iteration 49F (11350.250000 sec): 3 clusters
  Score: Raw -1164155.460049 + Penalty 3004.164054 = -1161151.295995
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11350.320000 sec): 2 clusters
  Score: Raw -2354984.340789 + Penalty 1621.521692 = -2353362.819097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11350.370000 sec): 3 clusters
  Score: Raw -2341951.004278 + Penalty 3243.043383 = -2338707.960895
  nChanged 9709
		SP:Iteration 1F (11350.430000 sec): 3 clusters
  Score: Raw -2347476.083174 + Penalty 3243.043383 = -2344233.039791
  nChanged 1313
		SP:Iteration 2F (11350.490000 sec): 3 clusters
  Score: Raw -2348079.644203 + Penalty 3243.043383 = -2344836.600820
  nChanged 1223
		SP:Iteration 3F (11350.540000 sec): 3 clusters
  Score: Raw -2348602.186582 + Penalty 3243.043383 = -2345359.143199
  nChanged 1097
		SP:Iteration 4F (11350.600000 sec): 3 clusters
  Score: Raw -2349086.826578 + Penalty 3243.043383 = -2345843.783194
  nChanged 998
		SP:Iteration 5Q (11350.650000 sec): 3 clusters
  Score: Raw -2349514.062950 + Penalty 3243.043383 = -2346271.019567
  nChanged 918
		SP:Iteration 6Q (11350.710000 sec): 3 clusters
  Score: Raw -2349924.958709 + Penalty 3243.043383 = -2346681.915326
  nChanged 885
		SP:Iteration 7Q (11350.770000 sec): 3 clusters
  Score: Raw -2350350.999045 + Penalty 3243.043383 = -2347107.955662
  nChanged 860
		SP:Iteration 8Q (11350.830000 sec): 3 clusters
  Score: Raw -2350767.899761 + Penalty 3243.043383 = -2347524.856378
  nChanged 820
		SP:Iteration 9Q (11350.880000 sec): 3 clusters
  Score: Raw -2351196.772358 + Penalty 3243.043383 = -2347953.728975
  nChanged 745
		SP:Iteration 10Q (11350.940000 sec): 3 clusters
  Score: Raw -2351578.846594 + Penalty 3243.043383 = -2348335.803211
  nChanged 724
		SP:Iteration 11Q (11351.000000 sec): 3 clusters
  Score: Raw -2351916.829496 + Penalty 3243.043383 = -2348673.786113
  nChanged 596
		SP:Iteration 12Q (11351.050000 sec): 3 clusters
  Score: Raw -2352140.897475 + Penalty 3243.043383 = -2348897.854092
  nChanged 438
		SP:Iteration 13Q (11351.110000 sec): 3 clusters
  Score: Raw -2352276.544000 + Penalty 3243.043383 = -2349033.500617
  nChanged 365
		SP:Iteration 14Q (11351.160000 sec): 3 clusters
  Score: Raw -2352385.078486 + Penalty 3243.043383 = -2349142.035103
  nChanged 293
		SP:Iteration 15Q (11351.220000 sec): 3 clusters
  Score: Raw -2352472.641554 + Penalty 3243.043383 = -2349229.598171
  nChanged 278
		SP:Iteration 16Q (11351.270000 sec): 3 clusters
  Score: Raw -2352555.352792 + Penalty 3243.043383 = -2349312.309409
  nChanged 274
		SP:Iteration 17Q (11351.320000 sec): 3 clusters
  Score: Raw -2352646.790460 + Penalty 3243.043383 = -2349403.747077
  nChanged 264
		SP:Iteration 18Q (11351.380000 sec): 3 clusters
  Score: Raw -2352719.247900 + Penalty 3243.043383 = -2349476.204517
  nChanged 239
		SP:Iteration 19Q (11351.430000 sec): 3 clusters
  Score: Raw -2352792.241839 + Penalty 3243.043383 = -2349549.198456
  nChanged 286
		SP:Iteration 20F (11351.490000 sec): 3 clusters
  Score: Raw -2352885.335809 + Penalty 3243.043383 = -2349642.292426
  nChanged 262
		SP:Iteration 21Q (11351.540000 sec): 3 clusters
  Score: Raw -2352973.003249 + Penalty 3243.043383 = -2349729.959866
  nChanged 264
		SP:Iteration 22Q (11351.590000 sec): 3 clusters
  Score: Raw -2353056.614065 + Penalty 3243.043383 = -2349813.570682
  nChanged 244
		SP:Iteration 23Q (11351.650000 sec): 3 clusters
  Score: Raw -2353125.571542 + Penalty 3243.043383 = -2349882.528159
  nChanged 198
		SP:Iteration 24Q (11351.700000 sec): 3 clusters
  Score: Raw -2353183.160744 + Penalty 3243.043383 = -2349940.117361
  nChanged 191
		SP:Iteration 25Q (11351.750000 sec): 3 clusters
  Score: Raw -2353242.373135 + Penalty 3243.043383 = -2349999.329752
  nChanged 212
		SP:Iteration 26Q (11351.800000 sec): 3 clusters
  Score: Raw -2353305.365375 + Penalty 3243.043383 = -2350062.321992
  nChanged 210
		SP:Iteration 27Q (11351.850000 sec): 3 clusters
  Score: Raw -2353363.339268 + Penalty 3243.043383 = -2350120.295884
  nChanged 192
		SP:Iteration 28Q (11351.900000 sec): 3 clusters
  Score: Raw -2353416.622909 + Penalty 3243.043383 = -2350173.579526
  nChanged 188
		SP:Iteration 29Q (11351.950000 sec): 3 clusters
  Score: Raw -2353468.930817 + Penalty 3243.043383 = -2350225.887434
  nChanged 162
		SP:Iteration 30Q (11352.010000 sec): 3 clusters
  Score: Raw -2353512.004847 + Penalty 3243.043383 = -2350268.961464
  nChanged 161
		SP:Iteration 31Q (11352.050000 sec): 3 clusters
  Score: Raw -2353548.602517 + Penalty 3243.043383 = -2350305.559134
  nChanged 133
		SP:Iteration 32Q (11352.100000 sec): 3 clusters
  Score: Raw -2353577.266278 + Penalty 3243.043383 = -2350334.222895
  nChanged 127
		SP:Iteration 33Q (11352.150000 sec): 3 clusters
  Score: Raw -2353604.871052 + Penalty 3243.043383 = -2350361.827669
  nChanged 127
		SP:Iteration 34Q (11352.200000 sec): 3 clusters
  Score: Raw -2353634.672988 + Penalty 3243.043383 = -2350391.629605
  nChanged 138
		SP:Iteration 35Q (11352.250000 sec): 3 clusters
  Score: Raw -2353665.058767 + Penalty 3243.043383 = -2350422.015384
  nChanged 136
		SP:Iteration 36Q (11352.300000 sec): 3 clusters
  Score: Raw -2353696.848338 + Penalty 3243.043383 = -2350453.804955
  nChanged 132
		SP:Iteration 37Q (11352.350000 sec): 3 clusters
  Score: Raw -2353729.348173 + Penalty 3243.043383 = -2350486.304790
  nChanged 134
		SP:Iteration 38Q (11352.400000 sec): 3 clusters
  Score: Raw -2353762.663612 + Penalty 3243.043383 = -2350519.620229
  nChanged 129
		SP:Iteration 39Q (11352.450000 sec): 3 clusters
  Score: Raw -2353794.475478 + Penalty 3243.043383 = -2350551.432095
  nChanged 130
		SP:Iteration 40F (11352.500000 sec): 3 clusters
  Score: Raw -2353826.731846 + Penalty 3243.043383 = -2350583.688463
  nChanged 148
		SP:Iteration 41Q (11352.550000 sec): 3 clusters
  Score: Raw -2353865.253250 + Penalty 3243.043383 = -2350622.209867
  nChanged 146
		SP:Iteration 42Q (11352.600000 sec): 3 clusters
  Score: Raw -2353903.893931 + Penalty 3243.043383 = -2350660.850548
  nChanged 151
		SP:Iteration 43Q (11352.650000 sec): 3 clusters
  Score: Raw -2353943.304831 + Penalty 3243.043383 = -2350700.261448
  nChanged 148
		SP:Iteration 44Q (11352.690000 sec): 3 clusters
  Score: Raw -2353985.850016 + Penalty 3243.043383 = -2350742.806633
  nChanged 164
		SP:Iteration 45Q (11352.740000 sec): 3 clusters
  Score: Raw -2354038.264028 + Penalty 3243.043383 = -2350795.220645
  nChanged 156
		SP:Iteration 46Q (11352.790000 sec): 3 clusters
  Score: Raw -2354093.288760 + Penalty 3243.043383 = -2350850.245377
  nChanged 173
		SP:Iteration 47Q (11352.840000 sec): 3 clusters
  Score: Raw -2354161.241058 + Penalty 3243.043383 = -2350918.197675
  nChanged 184
		SP:Iteration 48Q (11352.890000 sec): 3 clusters
  Score: Raw -2354238.078858 + Penalty 3243.043383 = -2350995.035475
  nChanged 178
		SP:Iteration 49Q (11352.930000 sec): 3 clusters
  Score: Raw -2354310.174125 + Penalty 3243.043383 = -2351067.130742
  nChanged 188
		SP:Iteration 50Q (11352.980000 sec): 3 clusters
  Score: Raw -2354391.275771 + Penalty 3243.043383 = -2351148.232388
  nChanged 183
		SP:Iteration 51Q (11353.020000 sec): 3 clusters
  Score: Raw -2354489.761134 + Penalty 3243.043383 = -2351246.717751
  nChanged 197
		SP:Iteration 52Q (11353.070000 sec): 3 clusters
  Score: Raw -2354589.040881 + Penalty 3243.043383 = -2351345.997498
  nChanged 183
		SP:Iteration 53Q (11353.110000 sec): 3 clusters
  Score: Raw -2354690.055765 + Penalty 3243.043383 = -2351447.012382
  nChanged 178
		SP:Iteration 54Q (11353.160000 sec): 3 clusters
  Score: Raw -2354779.110174 + Penalty 3243.043383 = -2351536.066791
  nChanged 156
		SP:Iteration 55Q (11353.200000 sec): 3 clusters
  Score: Raw -2354863.653450 + Penalty 3243.043383 = -2351620.610067
  nChanged 164
		SP:Iteration 56Q (11353.250000 sec): 3 clusters
  Score: Raw -2354952.416978 + Penalty 3243.043383 = -2351709.373595
  nChanged 142
		SP:Iteration 57Q (11353.290000 sec): 3 clusters
  Score: Raw -2355027.294422 + Penalty 3243.043383 = -2351784.251038
  nChanged 126
		SP:Iteration 58Q (11353.330000 sec): 3 clusters
  Score: Raw -2355082.623730 + Penalty 3243.043383 = -2351839.580347
  nChanged 102
		SP:Iteration 59Q (11353.370000 sec): 3 clusters
  Score: Raw -2355121.400039 + Penalty 3243.043383 = -2351878.356656
  nChanged 85
		SP:Iteration 60F (11353.430000 sec): 3 clusters
  Score: Raw -2355154.030698 + Penalty 3243.043383 = -2351910.987315
  nChanged 80
		SP:Iteration 61Q (11353.470000 sec): 3 clusters
  Score: Raw -2355184.844662 + Penalty 3243.043383 = -2351941.801279
  nChanged 62
		SP:Iteration 62Q (11353.510000 sec): 3 clusters
  Score: Raw -2355216.217339 + Penalty 3243.043383 = -2351973.173956
  nChanged 71
		SP:Iteration 63Q (11353.560000 sec): 3 clusters
  Score: Raw -2355242.212595 + Penalty 3243.043383 = -2351999.169211
  nChanged 53
		SP:Iteration 64Q (11353.600000 sec): 3 clusters
  Score: Raw -2355260.340762 + Penalty 3243.043383 = -2352017.297379
  nChanged 52
		SP:Iteration 65Q (11353.640000 sec): 3 clusters
  Score: Raw -2355276.782828 + Penalty 3243.043383 = -2352033.739445
  nChanged 38
		SP:Iteration 66Q (11353.690000 sec): 3 clusters
  Score: Raw -2355287.265319 + Penalty 3243.043383 = -2352044.221936
  nChanged 40
		SP:Iteration 67Q (11353.730000 sec): 3 clusters
  Score: Raw -2355297.594905 + Penalty 3243.043383 = -2352054.551522
  nChanged 34
		SP:Iteration 68Q (11353.770000 sec): 3 clusters
  Score: Raw -2355307.259790 + Penalty 3243.043383 = -2352064.216407
  nChanged 23
		SP:Iteration 69Q (11353.810000 sec): 3 clusters
  Score: Raw -2355314.434949 + Penalty 3243.043383 = -2352071.391566
  nChanged 25
		SP:Iteration 70Q (11353.850000 sec): 3 clusters
  Score: Raw -2355322.233625 + Penalty 3243.043383 = -2352079.190242
  nChanged 31
		SP:Iteration 71Q (11353.890000 sec): 3 clusters
  Score: Raw -2355332.628979 + Penalty 3243.043383 = -2352089.585596
  nChanged 26
		SP:Iteration 72Q (11353.940000 sec): 3 clusters
  Score: Raw -2355340.759801 + Penalty 3243.043383 = -2352097.716418
  nChanged 28
		SP:Iteration 73Q (11353.980000 sec): 3 clusters
  Score: Raw -2355348.158651 + Penalty 3243.043383 = -2352105.115268
  nChanged 25
		SP:Iteration 74Q (11354.020000 sec): 3 clusters
  Score: Raw -2355355.798434 + Penalty 3243.043383 = -2352112.755051
  nChanged 24
		SP:Iteration 75Q (11354.060000 sec): 3 clusters
  Score: Raw -2355363.641266 + Penalty 3243.043383 = -2352120.597883
  nChanged 24
		SP:Iteration 76Q (11354.110000 sec): 3 clusters
  Score: Raw -2355375.095463 + Penalty 3243.043383 = -2352132.052080
  nChanged 26
		SP:Iteration 77Q (11354.150000 sec): 3 clusters
  Score: Raw -2355383.584626 + Penalty 3243.043383 = -2352140.541243
  nChanged 26
		SP:Iteration 78Q (11354.190000 sec): 3 clusters
  Score: Raw -2355394.839908 + Penalty 3243.043383 = -2352151.796525
  nChanged 26
		SP:Iteration 79Q (11354.230000 sec): 3 clusters
  Score: Raw -2355404.225555 + Penalty 3243.043383 = -2352161.182172
  nChanged 29
		SP:Iteration 80F (11354.290000 sec): 3 clusters
  Score: Raw -2355415.483899 + Penalty 3243.043383 = -2352172.440516
  nChanged 27
		SP:Iteration 81Q (11354.330000 sec): 3 clusters
  Score: Raw -2355427.317057 + Penalty 3243.043383 = -2352184.273674
  nChanged 26
		SP:Iteration 82Q (11354.370000 sec): 3 clusters
  Score: Raw -2355434.914244 + Penalty 3243.043383 = -2352191.870860
  nChanged 18
		SP:Iteration 83Q (11354.410000 sec): 3 clusters
  Score: Raw -2355441.805573 + Penalty 3243.043383 = -2352198.762189
  nChanged 24
		SP:Iteration 84Q (11354.450000 sec): 3 clusters
  Score: Raw -2355449.580597 + Penalty 3243.043383 = -2352206.537214
  nChanged 15
		SP:Iteration 85Q (11354.490000 sec): 3 clusters
  Score: Raw -2355454.927151 + Penalty 3243.043383 = -2352211.883768
  nChanged 15
		SP:Iteration 86Q (11354.530000 sec): 3 clusters
  Score: Raw -2355460.941542 + Penalty 3243.043383 = -2352217.898159
  nChanged 19
		SP:Iteration 87Q (11354.570000 sec): 3 clusters
  Score: Raw -2355467.077706 + Penalty 3243.043383 = -2352224.034323
  nChanged 13
		SP:Iteration 88Q (11354.610000 sec): 3 clusters
  Score: Raw -2355471.417100 + Penalty 3243.043383 = -2352228.373717
  nChanged 10
		SP:Iteration 89Q (11354.660000 sec): 3 clusters
  Score: Raw -2355474.611289 + Penalty 3243.043383 = -2352231.567906
  nChanged 7
		SP:Iteration 90Q (11354.700000 sec): 3 clusters
  Score: Raw -2355476.448044 + Penalty 3243.043383 = -2352233.404661
  nChanged 6
		SP:Iteration 91Q (11354.740000 sec): 3 clusters
  Score: Raw -2355478.524836 + Penalty 3243.043383 = -2352235.481452
  nChanged 10
		SP:Iteration 92Q (11354.780000 sec): 3 clusters
  Score: Raw -2355482.447466 + Penalty 3243.043383 = -2352239.404083
  nChanged 12
		SP:Iteration 93Q (11354.820000 sec): 3 clusters
  Score: Raw -2355487.079382 + Penalty 3243.043383 = -2352244.035999
  nChanged 12
		SP:Iteration 94Q (11354.860000 sec): 3 clusters
  Score: Raw -2355490.901877 + Penalty 3243.043383 = -2352247.858494
  nChanged 9
		SP:Iteration 95Q (11354.900000 sec): 3 clusters
  Score: Raw -2355493.632952 + Penalty 3243.043383 = -2352250.589569
  nChanged 9
		SP:Iteration 96Q (11354.950000 sec): 3 clusters
  Score: Raw -2355496.224021 + Penalty 3243.043383 = -2352253.180638
  nChanged 9
		SP:Iteration 97Q (11354.990000 sec): 3 clusters
  Score: Raw -2355499.069973 + Penalty 3243.043383 = -2352256.026590
  nChanged 11
		SP:Iteration 98Q (11355.030000 sec): 3 clusters
  Score: Raw -2355501.808845 + Penalty 3243.043383 = -2352258.765462
  nChanged 8
		SP:Iteration 99Q (11355.070000 sec): 3 clusters
  Score: Raw -2355503.791511 + Penalty 3243.043383 = -2352260.748128
  nChanged 4
		SP:Iteration 100F (11355.120000 sec): 3 clusters
  Score: Raw -2355505.071894 + Penalty 3243.043383 = -2352262.028511
  nChanged 5
		SP:Iteration 101Q (11355.170000 sec): 3 clusters
  Score: Raw -2355506.585999 + Penalty 3243.043383 = -2352263.542616
  nChanged 7
		SP:Iteration 102Q (11355.210000 sec): 3 clusters
  Score: Raw -2355508.777760 + Penalty 3243.043383 = -2352265.734376
  nChanged 7
		SP:Iteration 103Q (11355.250000 sec): 3 clusters
  Score: Raw -2355510.790274 + Penalty 3243.043383 = -2352267.746891
  nChanged 7
		SP:Iteration 104Q (11355.290000 sec): 3 clusters
  Score: Raw -2355512.575418 + Penalty 3243.043383 = -2352269.532035
  nChanged 2
		SP:Iteration 105Q (11355.330000 sec): 3 clusters
  Score: Raw -2355513.164268 + Penalty 3243.043383 = -2352270.120885
  nChanged 3
		SP:Iteration 106Q (11355.370000 sec): 3 clusters
  Score: Raw -2355513.938976 + Penalty 3243.043383 = -2352270.895593
  nChanged 3
		SP:Iteration 107Q (11355.410000 sec): 3 clusters
  Score: Raw -2355514.583378 + Penalty 3243.043383 = -2352271.539995
  nChanged 2
		SP:Iteration 108Q (11355.450000 sec): 3 clusters
  Score: Raw -2355515.091862 + Penalty 3243.043383 = -2352272.048479
  nChanged 1
		SP:Iteration 109Q (11355.490000 sec): 3 clusters
  Score: Raw -2355515.322939 + Penalty 3243.043383 = -2352272.279556
  nChanged 1
		SP:Iteration 110Q (11355.530000 sec): 3 clusters
  Score: Raw -2355515.559910 + Penalty 3243.043383 = -2352272.516527
  nChanged 0
		SP:Iteration 111F (11355.590000 sec): 3 clusters
  Score: Raw -2355515.559910 + Penalty 3243.043383 = -2352272.516527
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11355.630000 sec): 2 clusters
  Score: Raw -1268750.315370 + Penalty 1509.547190 = -1267240.768180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11355.650000 sec): 3 clusters
  Score: Raw -1262597.008773 + Penalty 3019.094380 = -1259577.914393
  nChanged 4637
		SP:Iteration 1F (11355.680000 sec): 3 clusters
  Score: Raw -1265154.359546 + Penalty 3019.094380 = -1262135.265165
  nChanged 694
		SP:Iteration 2F (11355.710000 sec): 3 clusters
  Score: Raw -1265500.109470 + Penalty 3019.094380 = -1262481.015090
  nChanged 603
		SP:Iteration 3F (11355.740000 sec): 3 clusters
  Score: Raw -1265771.842592 + Penalty 3019.094380 = -1262752.748212
  nChanged 514
		SP:Iteration 4Q (11355.770000 sec): 3 clusters
  Score: Raw -1266013.159763 + Penalty 3019.094380 = -1262994.065383
  nChanged 492
		SP:Iteration 5Q (11355.790000 sec): 3 clusters
  Score: Raw -1266226.687290 + Penalty 3019.094380 = -1263207.592910
  nChanged 427
		SP:Iteration 6Q (11355.820000 sec): 3 clusters
  Score: Raw -1266431.023167 + Penalty 3019.094380 = -1263411.928787
  nChanged 412
		SP:Iteration 7Q (11355.850000 sec): 3 clusters
  Score: Raw -1266622.712663 + Penalty 3019.094380 = -1263603.618283
  nChanged 386
		SP:Iteration 8Q (11355.880000 sec): 3 clusters
  Score: Raw -1266815.930057 + Penalty 3019.094380 = -1263796.835677
  nChanged 408
		SP:Iteration 9Q (11355.910000 sec): 3 clusters
  Score: Raw -1267064.239479 + Penalty 3019.094380 = -1264045.145099
  nChanged 439
		SP:Iteration 10Q (11355.930000 sec): 3 clusters
  Score: Raw -1267341.797412 + Penalty 3019.094380 = -1264322.703032
  nChanged 445
		SP:Iteration 11Q (11355.960000 sec): 3 clusters
  Score: Raw -1267633.647637 + Penalty 3019.094380 = -1264614.553257
  nChanged 414
		SP:Iteration 12Q (11355.990000 sec): 3 clusters
  Score: Raw -1267865.879412 + Penalty 3019.094380 = -1264846.785032
  nChanged 325
		SP:Iteration 13Q (11356.010000 sec): 3 clusters
  Score: Raw -1268027.448252 + Penalty 3019.094380 = -1265008.353872
  nChanged 259
		SP:Iteration 14Q (11356.040000 sec): 3 clusters
  Score: Raw -1268136.466778 + Penalty 3019.094380 = -1265117.372398
  nChanged 195
		SP:Iteration 15Q (11356.070000 sec): 3 clusters
  Score: Raw -1268210.390588 + Penalty 3019.094380 = -1265191.296208
  nChanged 163
		SP:Iteration 16Q (11356.100000 sec): 3 clusters
  Score: Raw -1268280.564567 + Penalty 3019.094380 = -1265261.470186
  nChanged 139
		SP:Iteration 17Q (11356.120000 sec): 3 clusters
  Score: Raw -1268326.998538 + Penalty 3019.094380 = -1265307.904158
  nChanged 121
		SP:Iteration 18Q (11356.150000 sec): 3 clusters
  Score: Raw -1268361.603785 + Penalty 3019.094380 = -1265342.509405
  nChanged 106
		SP:Iteration 19Q (11356.170000 sec): 3 clusters
  Score: Raw -1268388.038849 + Penalty 3019.094380 = -1265368.944468
  nChanged 96
		SP:Iteration 20F (11356.200000 sec): 3 clusters
  Score: Raw -1268412.926161 + Penalty 3019.094380 = -1265393.831781
  nChanged 80
		SP:Iteration 21Q (11356.230000 sec): 3 clusters
  Score: Raw -1268432.654583 + Penalty 3019.094380 = -1265413.560202
  nChanged 61
		SP:Iteration 22Q (11356.250000 sec): 3 clusters
  Score: Raw -1268446.468396 + Penalty 3019.094380 = -1265427.374015
  nChanged 54
		SP:Iteration 23Q (11356.280000 sec): 3 clusters
  Score: Raw -1268455.444806 + Penalty 3019.094380 = -1265436.350426
  nChanged 34
		SP:Iteration 24Q (11356.310000 sec): 3 clusters
  Score: Raw -1268461.355730 + Penalty 3019.094380 = -1265442.261350
  nChanged 29
		SP:Iteration 25Q (11356.330000 sec): 3 clusters
  Score: Raw -1268465.321574 + Penalty 3019.094380 = -1265446.227194
  nChanged 28
		SP:Iteration 26Q (11356.360000 sec): 3 clusters
  Score: Raw -1268469.683622 + Penalty 3019.094380 = -1265450.589242
  nChanged 30
		SP:Iteration 27Q (11356.390000 sec): 3 clusters
  Score: Raw -1268473.134616 + Penalty 3019.094380 = -1265454.040236
  nChanged 20
		SP:Iteration 28Q (11356.410000 sec): 3 clusters
  Score: Raw -1268476.016878 + Penalty 3019.094380 = -1265456.922498
  nChanged 24
		SP:Iteration 29Q (11356.440000 sec): 3 clusters
  Score: Raw -1268479.748748 + Penalty 3019.094380 = -1265460.654368
  nChanged 22
		SP:Iteration 30Q (11356.470000 sec): 3 clusters
  Score: Raw -1268482.453818 + Penalty 3019.094380 = -1265463.359438
  nChanged 14
		SP:Iteration 31Q (11356.490000 sec): 3 clusters
  Score: Raw -1268483.686405 + Penalty 3019.094380 = -1265464.592025
  nChanged 10
		SP:Iteration 32Q (11356.520000 sec): 3 clusters
  Score: Raw -1268484.606026 + Penalty 3019.094380 = -1265465.511646
  nChanged 4
		SP:Iteration 33Q (11356.540000 sec): 3 clusters
  Score: Raw -1268484.832542 + Penalty 3019.094380 = -1265465.738162
  nChanged 3
		SP:Iteration 34Q (11356.570000 sec): 3 clusters
  Score: Raw -1268485.067124 + Penalty 3019.094380 = -1265465.972744
  nChanged 7
		SP:Iteration 35Q (11356.590000 sec): 3 clusters
  Score: Raw -1268485.856297 + Penalty 3019.094380 = -1265466.761917
  nChanged 6
		SP:Iteration 36Q (11356.620000 sec): 3 clusters
  Score: Raw -1268486.640101 + Penalty 3019.094380 = -1265467.545721
  nChanged 8
		SP:Iteration 37Q (11356.650000 sec): 3 clusters
  Score: Raw -1268487.842193 + Penalty 3019.094380 = -1265468.747813
  nChanged 9
		SP:Iteration 38Q (11356.670000 sec): 3 clusters
  Score: Raw -1268489.026131 + Penalty 3019.094380 = -1265469.931751
  nChanged 11
		SP:Iteration 39Q (11356.700000 sec): 3 clusters
  Score: Raw -1268490.100944 + Penalty 3019.094380 = -1265471.006564
  nChanged 6
		SP:Iteration 40F (11356.730000 sec): 3 clusters
  Score: Raw -1268490.870963 + Penalty 3019.094380 = -1265471.776583
  nChanged 7
		SP:Iteration 41Q (11356.750000 sec): 3 clusters
  Score: Raw -1268491.535215 + Penalty 3019.094380 = -1265472.440835
  nChanged 6
		SP:Iteration 42Q (11356.780000 sec): 3 clusters
  Score: Raw -1268491.962840 + Penalty 3019.094380 = -1265472.868460
  nChanged 3
		SP:Iteration 43Q (11356.810000 sec): 3 clusters
  Score: Raw -1268492.440127 + Penalty 3019.094380 = -1265473.345746
  nChanged 4
		SP:Iteration 44Q (11356.830000 sec): 3 clusters
  Score: Raw -1268492.681090 + Penalty 3019.094380 = -1265473.586710
  nChanged 1
		SP:Iteration 45Q (11356.860000 sec): 3 clusters
  Score: Raw -1268492.794220 + Penalty 3019.094380 = -1265473.699840
  nChanged 1
		SP:Iteration 46Q (11356.890000 sec): 3 clusters
  Score: Raw -1268492.844151 + Penalty 3019.094380 = -1265473.749771
  nChanged 0
		SP:Iteration 47F (11356.910000 sec): 3 clusters
  Score: Raw -1268492.844151 + Penalty 3019.094380 = -1265473.749771
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11356.970000 sec): 2 clusters
  Score: Raw -2383377.521222 + Penalty 1614.033238 = -2381763.487984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11357.030000 sec): 3 clusters
  Score: Raw -2370992.049141 + Penalty 3228.066475 = -2367763.982665
  nChanged 9246
		SP:Iteration 1F (11357.080000 sec): 3 clusters
  Score: Raw -2375941.465635 + Penalty 3228.066475 = -2372713.399160
  nChanged 1014
		SP:Iteration 2Q (11357.140000 sec): 3 clusters
  Score: Raw -2376290.801479 + Penalty 3228.066475 = -2373062.735003
  nChanged 933
		SP:Iteration 3Q (11357.190000 sec): 3 clusters
  Score: Raw -2376644.502486 + Penalty 3228.066475 = -2373416.436011
  nChanged 968
		SP:Iteration 4Q (11357.250000 sec): 3 clusters
  Score: Raw -2377044.451891 + Penalty 3228.066475 = -2373816.385416
  nChanged 995
		SP:Iteration 5Q (11357.310000 sec): 3 clusters
  Score: Raw -2377484.404600 + Penalty 3228.066475 = -2374256.338125
  nChanged 1004
		SP:Iteration 6Q (11357.360000 sec): 3 clusters
  Score: Raw -2377996.959099 + Penalty 3228.066475 = -2374768.892624
  nChanged 1115
		SP:Iteration 7F (11357.410000 sec): 3 clusters
  Score: Raw -2378615.256711 + Penalty 3228.066475 = -2375387.190236
  nChanged 1150
		SP:Iteration 8F (11357.470000 sec): 3 clusters
  Score: Raw -2379342.289440 + Penalty 3228.066475 = -2376114.222965
  nChanged 1086
		SP:Iteration 9F (11357.520000 sec): 3 clusters
  Score: Raw -2380084.874711 + Penalty 3228.066475 = -2376856.808236
  nChanged 971
		SP:Iteration 10Q (11357.570000 sec): 3 clusters
  Score: Raw -2380759.358607 + Penalty 3228.066475 = -2377531.292132
  nChanged 802
		SP:Iteration 11Q (11357.630000 sec): 3 clusters
  Score: Raw -2381233.403855 + Penalty 3228.066475 = -2378005.337380
  nChanged 572
		SP:Iteration 12Q (11357.680000 sec): 3 clusters
  Score: Raw -2381520.943468 + Penalty 3228.066475 = -2378292.876992
  nChanged 441
		SP:Iteration 13Q (11357.730000 sec): 3 clusters
  Score: Raw -2381692.411842 + Penalty 3228.066475 = -2378464.345366
  nChanged 335
		SP:Iteration 14Q (11357.780000 sec): 3 clusters
  Score: Raw -2381819.967937 + Penalty 3228.066475 = -2378591.901462
  nChanged 317
		SP:Iteration 15Q (11357.830000 sec): 3 clusters
  Score: Raw -2381928.208845 + Penalty 3228.066475 = -2378700.142369
  nChanged 270
		SP:Iteration 16Q (11357.890000 sec): 3 clusters
  Score: Raw -2382010.082160 + Penalty 3228.066475 = -2378782.015685
  nChanged 240
		SP:Iteration 17Q (11357.930000 sec): 3 clusters
  Score: Raw -2382084.983179 + Penalty 3228.066475 = -2378856.916703
  nChanged 266
		SP:Iteration 18Q (11357.980000 sec): 3 clusters
  Score: Raw -2382170.846263 + Penalty 3228.066475 = -2378942.779788
  nChanged 268
		SP:Iteration 19Q (11358.030000 sec): 3 clusters
  Score: Raw -2382261.686510 + Penalty 3228.066475 = -2379033.620035
  nChanged 251
		SP:Iteration 20F (11358.090000 sec): 3 clusters
  Score: Raw -2382344.879864 + Penalty 3228.066475 = -2379116.813389
  nChanged 250
		SP:Iteration 21Q (11358.130000 sec): 3 clusters
  Score: Raw -2382426.388261 + Penalty 3228.066475 = -2379198.321786
  nChanged 234
		SP:Iteration 22Q (11358.180000 sec): 3 clusters
  Score: Raw -2382501.165392 + Penalty 3228.066475 = -2379273.098916
  nChanged 220
		SP:Iteration 23Q (11358.230000 sec): 3 clusters
  Score: Raw -2382576.444188 + Penalty 3228.066475 = -2379348.377712
  nChanged 205
		SP:Iteration 24Q (11358.270000 sec): 3 clusters
  Score: Raw -2382644.099738 + Penalty 3228.066475 = -2379416.033262
  nChanged 193
		SP:Iteration 25Q (11358.320000 sec): 3 clusters
  Score: Raw -2382709.541617 + Penalty 3228.066475 = -2379481.475142
  nChanged 187
		SP:Iteration 26Q (11358.370000 sec): 3 clusters
  Score: Raw -2382781.501975 + Penalty 3228.066475 = -2379553.435499
  nChanged 164
		SP:Iteration 27Q (11358.410000 sec): 3 clusters
  Score: Raw -2382838.533498 + Penalty 3228.066475 = -2379610.467023
  nChanged 144
		SP:Iteration 28Q (11358.450000 sec): 3 clusters
  Score: Raw -2382882.376737 + Penalty 3228.066475 = -2379654.310262
  nChanged 139
		SP:Iteration 29Q (11358.500000 sec): 3 clusters
  Score: Raw -2382931.931498 + Penalty 3228.066475 = -2379703.865023
  nChanged 134
		SP:Iteration 30Q (11358.540000 sec): 3 clusters
  Score: Raw -2382980.468470 + Penalty 3228.066475 = -2379752.401995
  nChanged 122
		SP:Iteration 31Q (11358.590000 sec): 3 clusters
  Score: Raw -2383025.569393 + Penalty 3228.066475 = -2379797.502918
  nChanged 111
		SP:Iteration 32Q (11358.630000 sec): 3 clusters
  Score: Raw -2383069.374622 + Penalty 3228.066475 = -2379841.308147
  nChanged 89
		SP:Iteration 33Q (11358.670000 sec): 3 clusters
  Score: Raw -2383104.604262 + Penalty 3228.066475 = -2379876.537787
  nChanged 92
		SP:Iteration 34Q (11358.710000 sec): 3 clusters
  Score: Raw -2383144.900642 + Penalty 3228.066475 = -2379916.834166
  nChanged 83
		SP:Iteration 35Q (11358.750000 sec): 3 clusters
  Score: Raw -2383181.867997 + Penalty 3228.066475 = -2379953.801522
  nChanged 73
		SP:Iteration 36Q (11358.800000 sec): 3 clusters
  Score: Raw -2383220.376600 + Penalty 3228.066475 = -2379992.310124
  nChanged 86
		SP:Iteration 37Q (11358.840000 sec): 3 clusters
  Score: Raw -2383265.260593 + Penalty 3228.066475 = -2380037.194118
  nChanged 65
		SP:Iteration 38Q (11358.880000 sec): 3 clusters
  Score: Raw -2383298.337620 + Penalty 3228.066475 = -2380070.271145
  nChanged 76
		SP:Iteration 39Q (11358.920000 sec): 3 clusters
  Score: Raw -2383343.067888 + Penalty 3228.066475 = -2380115.001413
  nChanged 68
		SP:Iteration 40F (11358.980000 sec): 3 clusters
  Score: Raw -2383379.272387 + Penalty 3228.066475 = -2380151.205912
  nChanged 72
		SP:Iteration 41Q (11359.020000 sec): 3 clusters
  Score: Raw -2383419.134230 + Penalty 3228.066475 = -2380191.067755
  nChanged 70
		SP:Iteration 42Q (11359.060000 sec): 3 clusters
  Score: Raw -2383456.934762 + Penalty 3228.066475 = -2380228.868287
  nChanged 67
		SP:Iteration 43Q (11359.100000 sec): 3 clusters
  Score: Raw -2383487.989577 + Penalty 3228.066475 = -2380259.923102
  nChanged 50
		SP:Iteration 44Q (11359.140000 sec): 3 clusters
  Score: Raw -2383509.731542 + Penalty 3228.066475 = -2380281.665067
  nChanged 41
		SP:Iteration 45Q (11359.180000 sec): 3 clusters
  Score: Raw -2383526.721856 + Penalty 3228.066475 = -2380298.655381
  nChanged 36
		SP:Iteration 46Q (11359.220000 sec): 3 clusters
  Score: Raw -2383540.598203 + Penalty 3228.066475 = -2380312.531727
  nChanged 37
		SP:Iteration 47Q (11359.260000 sec): 3 clusters
  Score: Raw -2383552.804304 + Penalty 3228.066475 = -2380324.737829
  nChanged 31
		SP:Iteration 48Q (11359.300000 sec): 3 clusters
  Score: Raw -2383562.511369 + Penalty 3228.066475 = -2380334.444894
  nChanged 22
		SP:Iteration 49Q (11359.340000 sec): 3 clusters
  Score: Raw -2383572.160882 + Penalty 3228.066475 = -2380344.094407
  nChanged 27
		SP:Iteration 50Q (11359.380000 sec): 3 clusters
  Score: Raw -2383584.080878 + Penalty 3228.066475 = -2380356.014402
  nChanged 24
		SP:Iteration 51Q (11359.420000 sec): 3 clusters
  Score: Raw -2383593.864842 + Penalty 3228.066475 = -2380365.798366
  nChanged 27
		SP:Iteration 52Q (11359.460000 sec): 3 clusters
  Score: Raw -2383608.241818 + Penalty 3228.066475 = -2380380.175343
  nChanged 31
		SP:Iteration 53Q (11359.500000 sec): 3 clusters
  Score: Raw -2383622.399103 + Penalty 3228.066475 = -2380394.332627
  nChanged 24
		SP:Iteration 54Q (11359.530000 sec): 3 clusters
  Score: Raw -2383633.621281 + Penalty 3228.066475 = -2380405.554806
  nChanged 19
		SP:Iteration 55Q (11359.570000 sec): 3 clusters
  Score: Raw -2383643.559207 + Penalty 3228.066475 = -2380415.492731
  nChanged 24
		SP:Iteration 56Q (11359.610000 sec): 3 clusters
  Score: Raw -2383653.558846 + Penalty 3228.066475 = -2380425.492370
  nChanged 28
		SP:Iteration 57Q (11359.650000 sec): 3 clusters
  Score: Raw -2383663.404827 + Penalty 3228.066475 = -2380435.338352
  nChanged 21
		SP:Iteration 58Q (11359.690000 sec): 3 clusters
  Score: Raw -2383669.636025 + Penalty 3228.066475 = -2380441.569550
  nChanged 11
		SP:Iteration 59Q (11359.730000 sec): 3 clusters
  Score: Raw -2383674.422966 + Penalty 3228.066475 = -2380446.356490
  nChanged 9
		SP:Iteration 60F (11359.780000 sec): 3 clusters
  Score: Raw -2383677.817481 + Penalty 3228.066475 = -2380449.751005
  nChanged 11
		SP:Iteration 61Q (11359.820000 sec): 3 clusters
  Score: Raw -2383681.878099 + Penalty 3228.066475 = -2380453.811623
  nChanged 10
		SP:Iteration 62Q (11359.860000 sec): 3 clusters
  Score: Raw -2383685.125866 + Penalty 3228.066475 = -2380457.059390
  nChanged 8
		SP:Iteration 63Q (11359.900000 sec): 3 clusters
  Score: Raw -2383688.687138 + Penalty 3228.066475 = -2380460.620662
  nChanged 15
		SP:Iteration 64Q (11359.940000 sec): 3 clusters
  Score: Raw -2383693.598489 + Penalty 3228.066475 = -2380465.532014
  nChanged 13
		SP:Iteration 65Q (11359.980000 sec): 3 clusters
  Score: Raw -2383698.283872 + Penalty 3228.066475 = -2380470.217396
  nChanged 14
		SP:Iteration 66Q (11360.020000 sec): 3 clusters
  Score: Raw -2383702.752128 + Penalty 3228.066475 = -2380474.685653
  nChanged 12
		SP:Iteration 67Q (11360.050000 sec): 3 clusters
  Score: Raw -2383706.560902 + Penalty 3228.066475 = -2380478.494427
  nChanged 9
		SP:Iteration 68Q (11360.090000 sec): 3 clusters
  Score: Raw -2383709.544567 + Penalty 3228.066475 = -2380481.478092
  nChanged 13
		SP:Iteration 69Q (11360.130000 sec): 3 clusters
  Score: Raw -2383713.367741 + Penalty 3228.066475 = -2380485.301265
  nChanged 8
		SP:Iteration 70Q (11360.170000 sec): 3 clusters
  Score: Raw -2383715.714748 + Penalty 3228.066475 = -2380487.648273
  nChanged 8
		SP:Iteration 71Q (11360.210000 sec): 3 clusters
  Score: Raw -2383717.869626 + Penalty 3228.066475 = -2380489.803151
  nChanged 4
		SP:Iteration 72Q (11360.250000 sec): 3 clusters
  Score: Raw -2383718.891468 + Penalty 3228.066475 = -2380490.824993
  nChanged 6
		SP:Iteration 73Q (11360.290000 sec): 3 clusters
  Score: Raw -2383720.090483 + Penalty 3228.066475 = -2380492.024008
  nChanged 4
		SP:Iteration 74Q (11360.330000 sec): 3 clusters
  Score: Raw -2383721.777843 + Penalty 3228.066475 = -2380493.711367
  nChanged 5
		SP:Iteration 75Q (11360.360000 sec): 3 clusters
  Score: Raw -2383722.951798 + Penalty 3228.066475 = -2380494.885323
  nChanged 2
		SP:Iteration 76Q (11360.400000 sec): 3 clusters
  Score: Raw -2383723.677404 + Penalty 3228.066475 = -2380495.610929
  nChanged 1
		SP:Iteration 77Q (11360.440000 sec): 3 clusters
  Score: Raw -2383723.888873 + Penalty 3228.066475 = -2380495.822397
  nChanged 2
		SP:Iteration 78Q (11360.480000 sec): 3 clusters
  Score: Raw -2383724.295188 + Penalty 3228.066475 = -2380496.228713
  nChanged 1
		SP:Iteration 79Q (11360.520000 sec): 3 clusters
  Score: Raw -2383724.699443 + Penalty 3228.066475 = -2380496.632968
  nChanged 4
		SP:Iteration 80F (11360.570000 sec): 3 clusters
  Score: Raw -2383726.038234 + Penalty 3228.066475 = -2380497.971759
  nChanged 4
		SP:Iteration 81Q (11360.610000 sec): 3 clusters
  Score: Raw -2383727.354826 + Penalty 3228.066475 = -2380499.288351
  nChanged 5
		SP:Iteration 82Q (11360.650000 sec): 3 clusters
  Score: Raw -2383728.489191 + Penalty 3228.066475 = -2380500.422716
  nChanged 4
		SP:Iteration 83Q (11360.690000 sec): 3 clusters
  Score: Raw -2383729.544617 + Penalty 3228.066475 = -2380501.478142
  nChanged 1
		SP:Iteration 84Q (11360.730000 sec): 3 clusters
  Score: Raw -2383729.668774 + Penalty 3228.066475 = -2380501.602299
  nChanged 0
		SP:Iteration 85F (11360.780000 sec): 3 clusters
  Score: Raw -2383729.668774 + Penalty 3228.066475 = -2380501.602299
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11360.810000 sec): 2 clusters
  Score: Raw -1259623.042558 + Penalty 1505.642323 = -1258117.400235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11360.840000 sec): 3 clusters
  Score: Raw -1253683.129164 + Penalty 3011.284645 = -1250671.844519
  nChanged 4528
		SP:Iteration 1F (11360.870000 sec): 3 clusters
  Score: Raw -1256144.184752 + Penalty 3011.284645 = -1253132.900107
  nChanged 638
		SP:Iteration 2F (11360.900000 sec): 3 clusters
  Score: Raw -1256451.540124 + Penalty 3011.284645 = -1253440.255479
  nChanged 521
		SP:Iteration 3Q (11360.920000 sec): 3 clusters
  Score: Raw -1256748.081284 + Penalty 3011.284645 = -1253736.796639
  nChanged 488
		SP:Iteration 4Q (11360.950000 sec): 3 clusters
  Score: Raw -1257038.313683 + Penalty 3011.284645 = -1254027.029038
  nChanged 479
		SP:Iteration 5Q (11360.980000 sec): 3 clusters
  Score: Raw -1257314.272146 + Penalty 3011.284645 = -1254302.987501
  nChanged 494
		SP:Iteration 6Q (11361.010000 sec): 3 clusters
  Score: Raw -1257644.628916 + Penalty 3011.284645 = -1254633.344270
  nChanged 478
		SP:Iteration 7Q (11361.030000 sec): 3 clusters
  Score: Raw -1257991.970297 + Penalty 3011.284645 = -1254980.685651
  nChanged 450
		SP:Iteration 8Q (11361.060000 sec): 3 clusters
  Score: Raw -1258327.847031 + Penalty 3011.284645 = -1255316.562386
  nChanged 439
		SP:Iteration 9Q (11361.080000 sec): 3 clusters
  Score: Raw -1258697.779496 + Penalty 3011.284645 = -1255686.494851
  nChanged 398
		SP:Iteration 10Q (11361.110000 sec): 3 clusters
  Score: Raw -1259025.259349 + Penalty 3011.284645 = -1256013.974704
  nChanged 286
		SP:Iteration 11Q (11361.130000 sec): 3 clusters
  Score: Raw -1259269.669477 + Penalty 3011.284645 = -1256258.384831
  nChanged 213
		SP:Iteration 12Q (11361.160000 sec): 3 clusters
  Score: Raw -1259445.088119 + Penalty 3011.284645 = -1256433.803474
  nChanged 155
		SP:Iteration 13Q (11361.180000 sec): 3 clusters
  Score: Raw -1259582.319435 + Penalty 3011.284645 = -1256571.034789
  nChanged 110
		SP:Iteration 14Q (11361.200000 sec): 3 clusters
  Score: Raw -1259667.137225 + Penalty 3011.284645 = -1256655.852580
  nChanged 78
		SP:Iteration 15Q (11361.220000 sec): 3 clusters
  Score: Raw -1259730.917138 + Penalty 3011.284645 = -1256719.632493
  nChanged 71
		SP:Iteration 16Q (11361.240000 sec): 3 clusters
  Score: Raw -1259781.302995 + Penalty 3011.284645 = -1256770.018349
  nChanged 37
		SP:Iteration 17Q (11361.260000 sec): 3 clusters
  Score: Raw -1259808.937313 + Penalty 3011.284645 = -1256797.652667
  nChanged 47
		SP:Iteration 18Q (11361.290000 sec): 3 clusters
  Score: Raw -1259839.834282 + Penalty 3011.284645 = -1256828.549636
  nChanged 26
		SP:Iteration 19Q (11361.310000 sec): 3 clusters
  Score: Raw -1259858.415781 + Penalty 3011.284645 = -1256847.131135
  nChanged 21
		SP:Iteration 20F (11361.330000 sec): 3 clusters
  Score: Raw -1259872.663287 + Penalty 3011.284645 = -1256861.378642
  nChanged 21
		SP:Iteration 21Q (11361.350000 sec): 3 clusters
  Score: Raw -1259884.062246 + Penalty 3011.284645 = -1256872.777600
  nChanged 12
		SP:Iteration 22Q (11361.370000 sec): 3 clusters
  Score: Raw -1259893.470942 + Penalty 3011.284645 = -1256882.186296
  nChanged 11
		SP:Iteration 23Q (11361.390000 sec): 3 clusters
  Score: Raw -1259900.540073 + Penalty 3011.284645 = -1256889.255427
  nChanged 7
		SP:Iteration 24Q (11361.410000 sec): 3 clusters
  Score: Raw -1259905.179178 + Penalty 3011.284645 = -1256893.894533
  nChanged 8
		SP:Iteration 25Q (11361.430000 sec): 3 clusters
  Score: Raw -1259910.128010 + Penalty 3011.284645 = -1256898.843365
  nChanged 8
		SP:Iteration 26Q (11361.450000 sec): 3 clusters
  Score: Raw -1259913.373173 + Penalty 3011.284645 = -1256902.088527
  nChanged 4
		SP:Iteration 27Q (11361.470000 sec): 3 clusters
  Score: Raw -1259914.866300 + Penalty 3011.284645 = -1256903.581654
  nChanged 2
		SP:Iteration 28Q (11361.490000 sec): 3 clusters
  Score: Raw -1259916.731588 + Penalty 3011.284645 = -1256905.446942
  nChanged 3
		SP:Iteration 29Q (11361.510000 sec): 3 clusters
  Score: Raw -1259919.228628 + Penalty 3011.284645 = -1256907.943983
  nChanged 5
		SP:Iteration 30Q (11361.530000 sec): 3 clusters
  Score: Raw -1259924.556863 + Penalty 3011.284645 = -1256913.272218
  nChanged 3
		SP:Iteration 31Q (11361.550000 sec): 3 clusters
  Score: Raw -1259926.535406 + Penalty 3011.284645 = -1256915.250761
  nChanged 4
		SP:Iteration 32Q (11361.570000 sec): 3 clusters
  Score: Raw -1259928.413165 + Penalty 3011.284645 = -1256917.128520
  nChanged 4
		SP:Iteration 33Q (11361.590000 sec): 3 clusters
  Score: Raw -1259930.422693 + Penalty 3011.284645 = -1256919.138048
  nChanged 1
		SP:Iteration 34Q (11361.610000 sec): 3 clusters
  Score: Raw -1259930.983835 + Penalty 3011.284645 = -1256919.699190
  nChanged 1
		SP:Iteration 35Q (11361.630000 sec): 3 clusters
  Score: Raw -1259931.695760 + Penalty 3011.284645 = -1256920.411114
  nChanged 0
		SP:Iteration 36F (11361.660000 sec): 3 clusters
  Score: Raw -1259931.695760 + Penalty 3011.284645 = -1256920.411114
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11361.670000 sec): 2 clusters
  Score: Raw -366387.795182 + Penalty 1314.441178 = -365073.354003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11361.680000 sec): 3 clusters
  Score: Raw -364772.235868 + Penalty 2628.882356 = -362143.353511
  nChanged 1266
		SP:Iteration 1F (11361.690000 sec): 3 clusters
  Score: Raw -365514.981249 + Penalty 2628.882356 = -362886.098892
  nChanged 270
		SP:Iteration 2F (11361.700000 sec): 3 clusters
  Score: Raw -365715.509707 + Penalty 2628.882356 = -363086.627350
  nChanged 209
		SP:Iteration 3F (11361.710000 sec): 3 clusters
  Score: Raw -365850.708902 + Penalty 2628.882356 = -363221.826546
  nChanged 160
		SP:Iteration 4Q (11361.710000 sec): 3 clusters
  Score: Raw -365964.021514 + Penalty 2628.882356 = -363335.139158
  nChanged 159
		SP:Iteration 5Q (11361.720000 sec): 3 clusters
  Score: Raw -366069.787137 + Penalty 2628.882356 = -363440.904780
  nChanged 118
		SP:Iteration 6Q (11361.730000 sec): 3 clusters
  Score: Raw -366144.048169 + Penalty 2628.882356 = -363515.165812
  nChanged 100
		SP:Iteration 7Q (11361.740000 sec): 3 clusters
  Score: Raw -366206.667690 + Penalty 2628.882356 = -363577.785333
  nChanged 95
		SP:Iteration 8Q (11361.750000 sec): 3 clusters
  Score: Raw -366268.483705 + Penalty 2628.882356 = -363639.601349
  nChanged 86
		SP:Iteration 9Q (11361.750000 sec): 3 clusters
  Score: Raw -366325.526560 + Penalty 2628.882356 = -363696.644203
  nChanged 80
		SP:Iteration 10Q (11361.760000 sec): 3 clusters
  Score: Raw -366384.481813 + Penalty 2628.882356 = -363755.599456
  nChanged 65
		SP:Iteration 11Q (11361.770000 sec): 3 clusters
  Score: Raw -366439.831197 + Penalty 2628.882356 = -363810.948841
  nChanged 69
		SP:Iteration 12Q (11361.770000 sec): 3 clusters
  Score: Raw -366503.706370 + Penalty 2628.882356 = -363874.824013
  nChanged 79
		SP:Iteration 13Q (11361.780000 sec): 3 clusters
  Score: Raw -366586.181427 + Penalty 2628.882356 = -363957.299071
  nChanged 78
		SP:Iteration 14Q (11361.790000 sec): 3 clusters
  Score: Raw -366665.796822 + Penalty 2628.882356 = -364036.914466
  nChanged 61
		SP:Iteration 15Q (11361.800000 sec): 3 clusters
  Score: Raw -366729.280861 + Penalty 2628.882356 = -364100.398504
  nChanged 47
		SP:Iteration 16Q (11361.810000 sec): 3 clusters
  Score: Raw -366779.278286 + Penalty 2628.882356 = -364150.395929
  nChanged 53
		SP:Iteration 17Q (11361.810000 sec): 3 clusters
  Score: Raw -366837.795726 + Penalty 2628.882356 = -364208.913370
  nChanged 41
		SP:Iteration 18Q (11361.820000 sec): 3 clusters
  Score: Raw -366888.874329 + Penalty 2628.882356 = -364259.991972
  nChanged 39
		SP:Iteration 19Q (11361.830000 sec): 3 clusters
  Score: Raw -366950.342162 + Penalty 2628.882356 = -364321.459805
  nChanged 38
		SP:Iteration 20F (11361.830000 sec): 3 clusters
  Score: Raw -367011.503820 + Penalty 2628.882356 = -364382.621463
  nChanged 30
		SP:Iteration 21Q (11361.840000 sec): 3 clusters
  Score: Raw -367051.616748 + Penalty 2628.882356 = -364422.734392
  nChanged 29
		SP:Iteration 22Q (11361.850000 sec): 3 clusters
  Score: Raw -367079.765631 + Penalty 2628.882356 = -364450.883275
  nChanged 21
		SP:Iteration 23Q (11361.850000 sec): 3 clusters
  Score: Raw -367100.283531 + Penalty 2628.882356 = -364471.401174
  nChanged 21
		SP:Iteration 24Q (11361.860000 sec): 3 clusters
  Score: Raw -367114.240171 + Penalty 2628.882356 = -364485.357814
  nChanged 11
		SP:Iteration 25Q (11361.870000 sec): 3 clusters
  Score: Raw -367121.269724 + Penalty 2628.882356 = -364492.387368
  nChanged 7
		SP:Iteration 26Q (11361.870000 sec): 3 clusters
  Score: Raw -367125.032046 + Penalty 2628.882356 = -364496.149690
  nChanged 4
		SP:Iteration 27Q (11361.880000 sec): 3 clusters
  Score: Raw -367127.479518 + Penalty 2628.882356 = -364498.597161
  nChanged 5
		SP:Iteration 28Q (11361.890000 sec): 3 clusters
  Score: Raw -367130.399913 + Penalty 2628.882356 = -364501.517556
  nChanged 3
		SP:Iteration 29Q (11361.890000 sec): 3 clusters
  Score: Raw -367133.849679 + Penalty 2628.882356 = -364504.967323
  nChanged 2
		SP:Iteration 30Q (11361.900000 sec): 3 clusters
  Score: Raw -367134.974386 + Penalty 2628.882356 = -364506.092030
  nChanged 0
		SP:Iteration 31F (11361.910000 sec): 3 clusters
  Score: Raw -367134.974386 + Penalty 2628.882356 = -364506.092030
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11362.060000 sec): 2 clusters
  Score: Raw -5889289.649724 + Penalty 1756.495416 = -5887533.154309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11362.190000 sec): 3 clusters
  Score: Raw -5857851.060936 + Penalty 3512.990831 = -5854338.070105
  nChanged 23246
		SP:Iteration 1F (11362.320000 sec): 3 clusters
  Score: Raw -5871045.418451 + Penalty 3512.990831 = -5867532.427619
  nChanged 1708
		SP:Iteration 2Q (11362.450000 sec): 3 clusters
  Score: Raw -5871495.401009 + Penalty 3512.990831 = -5867982.410177
  nChanged 1688
		SP:Iteration 3Q (11362.590000 sec): 3 clusters
  Score: Raw -5871995.749992 + Penalty 3512.990831 = -5868482.759160
  nChanged 1787
		SP:Iteration 4Q (11362.720000 sec): 3 clusters
  Score: Raw -5872652.691740 + Penalty 3512.990831 = -5869139.700908
  nChanged 1998
		SP:Iteration 5Q (11362.850000 sec): 3 clusters
  Score: Raw -5873542.818864 + Penalty 3512.990831 = -5870029.828033
  nChanged 2231
		SP:Iteration 6Q (11362.990000 sec): 3 clusters
  Score: Raw -5874821.480708 + Penalty 3512.990831 = -5871308.489876
  nChanged 2651
		SP:Iteration 7F (11363.120000 sec): 3 clusters
  Score: Raw -5876691.733224 + Penalty 3512.990831 = -5873178.742392
  nChanged 3013
		SP:Iteration 8F (11363.250000 sec): 3 clusters
  Score: Raw -5878953.033425 + Penalty 3512.990831 = -5875440.042594
  nChanged 3074
		SP:Iteration 9F (11363.380000 sec): 3 clusters
  Score: Raw -5881312.220359 + Penalty 3512.990831 = -5877799.229528
  nChanged 2993
		SP:Iteration 10F (11363.510000 sec): 3 clusters
  Score: Raw -5883637.716186 + Penalty 3512.990831 = -5880124.725355
  nChanged 2624
		SP:Iteration 11F (11363.640000 sec): 3 clusters
  Score: Raw -5885603.930676 + Penalty 3512.990831 = -5882090.939845
  nChanged 2050
		SP:Iteration 12Q (11363.750000 sec): 3 clusters
  Score: Raw -5887071.760135 + Penalty 3512.990831 = -5883558.769303
  nChanged 1398
		SP:Iteration 13Q (11363.870000 sec): 3 clusters
  Score: Raw -5888020.928423 + Penalty 3512.990831 = -5884507.937591
  nChanged 939
		SP:Iteration 14Q (11363.970000 sec): 3 clusters
  Score: Raw -5888675.040709 + Penalty 3512.990831 = -5885162.049878
  nChanged 526
		SP:Iteration 15Q (11364.070000 sec): 3 clusters
  Score: Raw -5889050.133298 + Penalty 3512.990831 = -5885537.142466
  nChanged 308
		SP:Iteration 16Q (11364.170000 sec): 3 clusters
  Score: Raw -5889264.561837 + Penalty 3512.990831 = -5885751.571006
  nChanged 189
		SP:Iteration 17Q (11364.260000 sec): 3 clusters
  Score: Raw -5889394.529189 + Penalty 3512.990831 = -5885881.538357
  nChanged 90
		SP:Iteration 18Q (11364.350000 sec): 3 clusters
  Score: Raw -5889450.143560 + Penalty 3512.990831 = -5885937.152729
  nChanged 64
		SP:Iteration 19Q (11364.440000 sec): 3 clusters
  Score: Raw -5889490.671881 + Penalty 3512.990831 = -5885977.681050
  nChanged 36
		SP:Iteration 20F (11364.570000 sec): 3 clusters
  Score: Raw -5889512.799806 + Penalty 3512.990831 = -5885999.808974
  nChanged 25
		SP:Iteration 21Q (11364.660000 sec): 3 clusters
  Score: Raw -5889530.238430 + Penalty 3512.990831 = -5886017.247598
  nChanged 20
		SP:Iteration 22Q (11364.750000 sec): 3 clusters
  Score: Raw -5889547.638558 + Penalty 3512.990831 = -5886034.647727
  nChanged 16
		SP:Iteration 23Q (11364.840000 sec): 3 clusters
  Score: Raw -5889559.498004 + Penalty 3512.990831 = -5886046.507173
  nChanged 11
		SP:Iteration 24Q (11364.930000 sec): 3 clusters
  Score: Raw -5889565.328233 + Penalty 3512.990831 = -5886052.337402
  nChanged 8
		SP:Iteration 25Q (11365.020000 sec): 3 clusters
  Score: Raw -5889570.948870 + Penalty 3512.990831 = -5886057.958039
  nChanged 6
		SP:Iteration 26Q (11365.110000 sec): 3 clusters
  Score: Raw -5889574.488679 + Penalty 3512.990831 = -5886061.497848
  nChanged 6
		SP:Iteration 27Q (11365.200000 sec): 3 clusters
  Score: Raw -5889578.792916 + Penalty 3512.990831 = -5886065.802085
  nChanged 10
		SP:Iteration 28Q (11365.290000 sec): 3 clusters
  Score: Raw -5889584.866346 + Penalty 3512.990831 = -5886071.875514
  nChanged 4
		SP:Iteration 29Q (11365.380000 sec): 3 clusters
  Score: Raw -5889587.172968 + Penalty 3512.990831 = -5886074.182136
  nChanged 1
		SP:Iteration 30Q (11365.470000 sec): 3 clusters
  Score: Raw -5889587.655238 + Penalty 3512.990831 = -5886074.664406
  nChanged 3
		SP:Iteration 31Q (11365.560000 sec): 3 clusters
  Score: Raw -5889589.111528 + Penalty 3512.990831 = -5886076.120696
  nChanged 1
		SP:Iteration 32Q (11365.650000 sec): 3 clusters
  Score: Raw -5889589.519746 + Penalty 3512.990831 = -5886076.528915
  nChanged 2
		SP:Iteration 33Q (11365.740000 sec): 3 clusters
  Score: Raw -5889591.202499 + Penalty 3512.990831 = -5886078.211668
  nChanged 3
		SP:Iteration 34Q (11365.830000 sec): 3 clusters
  Score: Raw -5889593.163464 + Penalty 3512.990831 = -5886080.172633
  nChanged 0
		SP:Iteration 35F (11365.950000 sec): 3 clusters
  Score: Raw -5889593.163464 + Penalty 3512.990831 = -5886080.172633
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11366.000000 sec): 2 clusters
  Score: Raw -1265016.817718 + Penalty 1511.487244 = -1263505.330474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11366.030000 sec): 3 clusters
  Score: Raw -1258753.778059 + Penalty 3022.974489 = -1255730.803571
  nChanged 4759
		SP:Iteration 1F (11366.060000 sec): 3 clusters
  Score: Raw -1261430.249848 + Penalty 3022.974489 = -1258407.275360
  nChanged 709
		SP:Iteration 2F (11366.090000 sec): 3 clusters
  Score: Raw -1261758.960042 + Penalty 3022.974489 = -1258735.985554
  nChanged 605
		SP:Iteration 3F (11366.110000 sec): 3 clusters
  Score: Raw -1262034.575167 + Penalty 3022.974489 = -1259011.600679
  nChanged 533
		SP:Iteration 4Q (11366.140000 sec): 3 clusters
  Score: Raw -1262283.715488 + Penalty 3022.974489 = -1259260.741000
  nChanged 497
		SP:Iteration 5Q (11366.170000 sec): 3 clusters
  Score: Raw -1262518.091039 + Penalty 3022.974489 = -1259495.116550
  nChanged 489
		SP:Iteration 6Q (11366.200000 sec): 3 clusters
  Score: Raw -1262745.329224 + Penalty 3022.974489 = -1259722.354735
  nChanged 493
		SP:Iteration 7Q (11366.230000 sec): 3 clusters
  Score: Raw -1263013.014850 + Penalty 3022.974489 = -1259990.040361
  nChanged 567
		SP:Iteration 8F (11366.250000 sec): 3 clusters
  Score: Raw -1263382.737641 + Penalty 3022.974489 = -1260359.763152
  nChanged 633
		SP:Iteration 9F (11366.280000 sec): 3 clusters
  Score: Raw -1263846.017259 + Penalty 3022.974489 = -1260823.042770
  nChanged 685
		SP:Iteration 10F (11366.310000 sec): 3 clusters
  Score: Raw -1264359.679643 + Penalty 3022.974489 = -1261336.705155
  nChanged 567
		SP:Iteration 11F (11366.340000 sec): 3 clusters
  Score: Raw -1264738.524868 + Penalty 3022.974489 = -1261715.550379
  nChanged 404
		SP:Iteration 12Q (11366.370000 sec): 3 clusters
  Score: Raw -1264958.815538 + Penalty 3022.974489 = -1261935.841049
  nChanged 283
		SP:Iteration 13Q (11366.390000 sec): 3 clusters
  Score: Raw -1265097.719990 + Penalty 3022.974489 = -1262074.745501
  nChanged 189
		SP:Iteration 14Q (11366.420000 sec): 3 clusters
  Score: Raw -1265181.763475 + Penalty 3022.974489 = -1262158.788986
  nChanged 142
		SP:Iteration 15Q (11366.450000 sec): 3 clusters
  Score: Raw -1265239.649741 + Penalty 3022.974489 = -1262216.675253
  nChanged 115
		SP:Iteration 16Q (11366.470000 sec): 3 clusters
  Score: Raw -1265281.673699 + Penalty 3022.974489 = -1262258.699210
  nChanged 86
		SP:Iteration 17Q (11366.500000 sec): 3 clusters
  Score: Raw -1265314.006428 + Penalty 3022.974489 = -1262291.031939
  nChanged 74
		SP:Iteration 18Q (11366.530000 sec): 3 clusters
  Score: Raw -1265342.881727 + Penalty 3022.974489 = -1262319.907238
  nChanged 64
		SP:Iteration 19Q (11366.550000 sec): 3 clusters
  Score: Raw -1265365.674252 + Penalty 3022.974489 = -1262342.699764
  nChanged 45
		SP:Iteration 20F (11366.580000 sec): 3 clusters
  Score: Raw -1265380.850684 + Penalty 3022.974489 = -1262357.876196
  nChanged 44
		SP:Iteration 21Q (11366.610000 sec): 3 clusters
  Score: Raw -1265396.785352 + Penalty 3022.974489 = -1262373.810863
  nChanged 31
		SP:Iteration 22Q (11366.640000 sec): 3 clusters
  Score: Raw -1265404.934790 + Penalty 3022.974489 = -1262381.960302
  nChanged 16
		SP:Iteration 23Q (11366.660000 sec): 3 clusters
  Score: Raw -1265409.378268 + Penalty 3022.974489 = -1262386.403779
  nChanged 13
		SP:Iteration 24Q (11366.690000 sec): 3 clusters
  Score: Raw -1265413.527634 + Penalty 3022.974489 = -1262390.553145
  nChanged 16
		SP:Iteration 25Q (11366.710000 sec): 3 clusters
  Score: Raw -1265418.360093 + Penalty 3022.974489 = -1262395.385604
  nChanged 16
		SP:Iteration 26Q (11366.740000 sec): 3 clusters
  Score: Raw -1265423.485305 + Penalty 3022.974489 = -1262400.510816
  nChanged 17
		SP:Iteration 27Q (11366.770000 sec): 3 clusters
  Score: Raw -1265428.084414 + Penalty 3022.974489 = -1262405.109925
  nChanged 9
		SP:Iteration 28Q (11366.790000 sec): 3 clusters
  Score: Raw -1265430.089214 + Penalty 3022.974489 = -1262407.114725
  nChanged 9
		SP:Iteration 29Q (11366.820000 sec): 3 clusters
  Score: Raw -1265432.786422 + Penalty 3022.974489 = -1262409.811934
  nChanged 5
		SP:Iteration 30Q (11366.850000 sec): 3 clusters
  Score: Raw -1265434.440669 + Penalty 3022.974489 = -1262411.466181
  nChanged 4
		SP:Iteration 31Q (11366.870000 sec): 3 clusters
  Score: Raw -1265435.734640 + Penalty 3022.974489 = -1262412.760152
  nChanged 5
		SP:Iteration 32Q (11366.900000 sec): 3 clusters
  Score: Raw -1265436.888755 + Penalty 3022.974489 = -1262413.914266
  nChanged 1
		SP:Iteration 33Q (11366.920000 sec): 3 clusters
  Score: Raw -1265437.282826 + Penalty 3022.974489 = -1262414.308337
  nChanged 1
		SP:Iteration 34Q (11366.950000 sec): 3 clusters
  Score: Raw -1265437.365439 + Penalty 3022.974489 = -1262414.390950
  nChanged 0
		SP:Iteration 35F (11366.980000 sec): 3 clusters
  Score: Raw -1265437.365439 + Penalty 3022.974489 = -1262414.390950
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11366.990000 sec): 2 clusters
  Score: Raw -193357.483371 + Penalty 1213.911422 = -192143.571949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11366.990000 sec): 3 clusters
  Score: Raw -192627.791595 + Penalty 2427.822844 = -190199.968750
  nChanged 611
		SP:Iteration 1F (11367.000000 sec): 3 clusters
  Score: Raw -193071.664750 + Penalty 2427.822844 = -190643.841906
  nChanged 149
		SP:Iteration 2F (11367.000000 sec): 3 clusters
  Score: Raw -193173.786675 + Penalty 2427.822844 = -190745.963831
  nChanged 79
		SP:Iteration 3Q (11367.010000 sec): 3 clusters
  Score: Raw -193233.574029 + Penalty 2427.822844 = -190805.751185
  nChanged 52
		SP:Iteration 4Q (11367.010000 sec): 3 clusters
  Score: Raw -193274.886484 + Penalty 2427.822844 = -190847.063640
  nChanged 40
		SP:Iteration 5Q (11367.020000 sec): 3 clusters
  Score: Raw -193313.239257 + Penalty 2427.822844 = -190885.416413
  nChanged 40
		SP:Iteration 6Q (11367.020000 sec): 3 clusters
  Score: Raw -193359.647329 + Penalty 2427.822844 = -190931.824485
  nChanged 50
		SP:Iteration 7Q (11367.030000 sec): 3 clusters
  Score: Raw -193408.964665 + Penalty 2427.822844 = -190981.141820
  nChanged 48
		SP:Iteration 8Q (11367.030000 sec): 3 clusters
  Score: Raw -193449.483120 + Penalty 2427.822844 = -191021.660276
  nChanged 38
		SP:Iteration 9Q (11367.030000 sec): 3 clusters
  Score: Raw -193480.955678 + Penalty 2427.822844 = -191053.132834
  nChanged 37
		SP:Iteration 10Q (11367.040000 sec): 3 clusters
  Score: Raw -193513.158588 + Penalty 2427.822844 = -191085.335744
  nChanged 41
		SP:Iteration 11Q (11367.040000 sec): 3 clusters
  Score: Raw -193560.311976 + Penalty 2427.822844 = -191132.489131
  nChanged 50
		SP:Iteration 12Q (11367.050000 sec): 3 clusters
  Score: Raw -193639.722356 + Penalty 2427.822844 = -191211.899512
  nChanged 60
		SP:Iteration 13Q (11367.050000 sec): 3 clusters
  Score: Raw -193735.052351 + Penalty 2427.822844 = -191307.229507
  nChanged 65
		SP:Iteration 14Q (11367.050000 sec): 3 clusters
  Score: Raw -193812.148316 + Penalty 2427.822844 = -191384.325472
  nChanged 70
		SP:Iteration 15Q (11367.060000 sec): 3 clusters
  Score: Raw -193892.385799 + Penalty 2427.822844 = -191464.562955
  nChanged 49
		SP:Iteration 16Q (11367.060000 sec): 3 clusters
  Score: Raw -193939.210287 + Penalty 2427.822844 = -191511.387443
  nChanged 35
		SP:Iteration 17Q (11367.070000 sec): 3 clusters
  Score: Raw -193973.166770 + Penalty 2427.822844 = -191545.343926
  nChanged 36
		SP:Iteration 18Q (11367.070000 sec): 3 clusters
  Score: Raw -194012.410048 + Penalty 2427.822844 = -191584.587204
  nChanged 33
		SP:Iteration 19Q (11367.070000 sec): 3 clusters
  Score: Raw -194043.533533 + Penalty 2427.822844 = -191615.710689
  nChanged 23
		SP:Iteration 20F (11367.080000 sec): 3 clusters
  Score: Raw -194060.303225 + Penalty 2427.822844 = -191632.480381
  nChanged 15
		SP:Iteration 21Q (11367.080000 sec): 3 clusters
  Score: Raw -194072.994577 + Penalty 2427.822844 = -191645.171733
  nChanged 13
		SP:Iteration 22Q (11367.090000 sec): 3 clusters
  Score: Raw -194084.155410 + Penalty 2427.822844 = -191656.332566
  nChanged 10
		SP:Iteration 23Q (11367.090000 sec): 3 clusters
  Score: Raw -194094.035442 + Penalty 2427.822844 = -191666.212598
  nChanged 10
		SP:Iteration 24Q (11367.090000 sec): 3 clusters
  Score: Raw -194100.880341 + Penalty 2427.822844 = -191673.057497
  nChanged 5
		SP:Iteration 25Q (11367.100000 sec): 3 clusters
  Score: Raw -194105.396640 + Penalty 2427.822844 = -191677.573796
  nChanged 4
		SP:Iteration 26Q (11367.100000 sec): 3 clusters
  Score: Raw -194107.531912 + Penalty 2427.822844 = -191679.709068
  nChanged 0
		SP:Iteration 27F (11367.110000 sec): 3 clusters
  Score: Raw -194107.531912 + Penalty 2427.822844 = -191679.709068
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11367.190000 sec): 2 clusters
  Score: Raw -3155057.360558 + Penalty 1659.837650 = -3153397.522908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11367.260000 sec): 3 clusters
  Score: Raw -3138292.723543 + Penalty 3319.675300 = -3134973.048243
  nChanged 12502
		SP:Iteration 1F (11367.330000 sec): 3 clusters
  Score: Raw -3145439.319069 + Penalty 3319.675300 = -3142119.643769
  nChanged 1380
		SP:Iteration 2F (11367.400000 sec): 3 clusters
  Score: Raw -3145950.808491 + Penalty 3319.675300 = -3142631.133191
  nChanged 1330
		SP:Iteration 3Q (11367.480000 sec): 3 clusters
  Score: Raw -3146493.256326 + Penalty 3319.675300 = -3143173.581026
  nChanged 1409
		SP:Iteration 4F (11367.550000 sec): 3 clusters
  Score: Raw -3147170.800715 + Penalty 3319.675300 = -3143851.125416
  nChanged 1434
		SP:Iteration 5F (11367.620000 sec): 3 clusters
  Score: Raw -3147935.017867 + Penalty 3319.675300 = -3144615.342567
  nChanged 1517
		SP:Iteration 6F (11367.690000 sec): 3 clusters
  Score: Raw -3148851.432649 + Penalty 3319.675300 = -3145531.757350
  nChanged 1609
		SP:Iteration 7F (11367.760000 sec): 3 clusters
  Score: Raw -3149949.583801 + Penalty 3319.675300 = -3146629.908501
  nChanged 1516
		SP:Iteration 8F (11367.830000 sec): 3 clusters
  Score: Raw -3151040.547123 + Penalty 3319.675300 = -3147720.871823
  nChanged 1259
		SP:Iteration 9Q (11367.910000 sec): 3 clusters
  Score: Raw -3151940.992785 + Penalty 3319.675300 = -3148621.317485
  nChanged 1037
		SP:Iteration 10Q (11367.970000 sec): 3 clusters
  Score: Raw -3152707.422638 + Penalty 3319.675300 = -3149387.747338
  nChanged 850
		SP:Iteration 11Q (11368.040000 sec): 3 clusters
  Score: Raw -3153252.432994 + Penalty 3319.675300 = -3149932.757694
  nChanged 700
		SP:Iteration 12Q (11368.110000 sec): 3 clusters
  Score: Raw -3153653.708677 + Penalty 3319.675300 = -3150334.033377
  nChanged 568
		SP:Iteration 13Q (11368.170000 sec): 3 clusters
  Score: Raw -3153948.298020 + Penalty 3319.675300 = -3150628.622720
  nChanged 424
		SP:Iteration 14Q (11368.230000 sec): 3 clusters
  Score: Raw -3154130.464598 + Penalty 3319.675300 = -3150810.789298
  nChanged 374
		SP:Iteration 15Q (11368.300000 sec): 3 clusters
  Score: Raw -3154293.505308 + Penalty 3319.675300 = -3150973.830008
  nChanged 303
		SP:Iteration 16Q (11368.360000 sec): 3 clusters
  Score: Raw -3154418.788976 + Penalty 3319.675300 = -3151099.113676
  nChanged 266
		SP:Iteration 17Q (11368.420000 sec): 3 clusters
  Score: Raw -3154521.631942 + Penalty 3319.675300 = -3151201.956642
  nChanged 231
		SP:Iteration 18Q (11368.480000 sec): 3 clusters
  Score: Raw -3154597.029702 + Penalty 3319.675300 = -3151277.354402
  nChanged 212
		SP:Iteration 19Q (11368.540000 sec): 3 clusters
  Score: Raw -3154659.025732 + Penalty 3319.675300 = -3151339.350432
  nChanged 175
		SP:Iteration 20F (11368.610000 sec): 3 clusters
  Score: Raw -3154706.073809 + Penalty 3319.675300 = -3151386.398510
  nChanged 146
		SP:Iteration 21Q (11368.670000 sec): 3 clusters
  Score: Raw -3154740.887945 + Penalty 3319.675300 = -3151421.212645
  nChanged 129
		SP:Iteration 22Q (11368.730000 sec): 3 clusters
  Score: Raw -3154773.996757 + Penalty 3319.675300 = -3151454.321457
  nChanged 122
		SP:Iteration 23Q (11368.790000 sec): 3 clusters
  Score: Raw -3154806.735803 + Penalty 3319.675300 = -3151487.060503
  nChanged 132
		SP:Iteration 24Q (11368.850000 sec): 3 clusters
  Score: Raw -3154844.769286 + Penalty 3319.675300 = -3151525.093986
  nChanged 143
		SP:Iteration 25Q (11368.910000 sec): 3 clusters
  Score: Raw -3154885.502465 + Penalty 3319.675300 = -3151565.827165
  nChanged 136
		SP:Iteration 26Q (11368.970000 sec): 3 clusters
  Score: Raw -3154921.785390 + Penalty 3319.675300 = -3151602.110090
  nChanged 127
		SP:Iteration 27Q (11369.020000 sec): 3 clusters
  Score: Raw -3154953.689360 + Penalty 3319.675300 = -3151634.014061
  nChanged 120
		SP:Iteration 28Q (11369.080000 sec): 3 clusters
  Score: Raw -3154984.090371 + Penalty 3319.675300 = -3151664.415071
  nChanged 96
		SP:Iteration 29Q (11369.140000 sec): 3 clusters
  Score: Raw -3155008.193809 + Penalty 3319.675300 = -3151688.518509
  nChanged 85
		SP:Iteration 30Q (11369.190000 sec): 3 clusters
  Score: Raw -3155028.581286 + Penalty 3319.675300 = -3151708.905986
  nChanged 78
		SP:Iteration 31Q (11369.250000 sec): 3 clusters
  Score: Raw -3155042.462293 + Penalty 3319.675300 = -3151722.786994
  nChanged 66
		SP:Iteration 32Q (11369.310000 sec): 3 clusters
  Score: Raw -3155055.094534 + Penalty 3319.675300 = -3151735.419234
  nChanged 75
		SP:Iteration 33Q (11369.370000 sec): 3 clusters
  Score: Raw -3155069.212266 + Penalty 3319.675300 = -3151749.536966
  nChanged 74
		SP:Iteration 34Q (11369.420000 sec): 3 clusters
  Score: Raw -3155083.981587 + Penalty 3319.675300 = -3151764.306287
  nChanged 63
		SP:Iteration 35Q (11369.480000 sec): 3 clusters
  Score: Raw -3155095.995388 + Penalty 3319.675300 = -3151776.320089
  nChanged 61
		SP:Iteration 36Q (11369.540000 sec): 3 clusters
  Score: Raw -3155105.927052 + Penalty 3319.675300 = -3151786.251753
  nChanged 42
		SP:Iteration 37Q (11369.590000 sec): 3 clusters
  Score: Raw -3155112.992350 + Penalty 3319.675300 = -3151793.317051
  nChanged 49
		SP:Iteration 38Q (11369.650000 sec): 3 clusters
  Score: Raw -3155122.523008 + Penalty 3319.675300 = -3151802.847708
  nChanged 45
		SP:Iteration 39Q (11369.710000 sec): 3 clusters
  Score: Raw -3155132.134469 + Penalty 3319.675300 = -3151812.459169
  nChanged 47
		SP:Iteration 40F (11369.780000 sec): 3 clusters
  Score: Raw -3155141.007311 + Penalty 3319.675300 = -3151821.332012
  nChanged 33
		SP:Iteration 41Q (11369.830000 sec): 3 clusters
  Score: Raw -3155147.109241 + Penalty 3319.675300 = -3151827.433941
  nChanged 34
		SP:Iteration 42Q (11369.890000 sec): 3 clusters
  Score: Raw -3155152.630052 + Penalty 3319.675300 = -3151832.954752
  nChanged 33
		SP:Iteration 43Q (11369.950000 sec): 3 clusters
  Score: Raw -3155158.631939 + Penalty 3319.675300 = -3151838.956639
  nChanged 26
		SP:Iteration 44Q (11370.000000 sec): 3 clusters
  Score: Raw -3155163.394496 + Penalty 3319.675300 = -3151843.719197
  nChanged 34
		SP:Iteration 45Q (11370.060000 sec): 3 clusters
  Score: Raw -3155169.327502 + Penalty 3319.675300 = -3151849.652202
  nChanged 29
		SP:Iteration 46Q (11370.110000 sec): 3 clusters
  Score: Raw -3155174.871587 + Penalty 3319.675300 = -3151855.196287
  nChanged 35
		SP:Iteration 47Q (11370.170000 sec): 3 clusters
  Score: Raw -3155181.283337 + Penalty 3319.675300 = -3151861.608037
  nChanged 34
		SP:Iteration 48Q (11370.220000 sec): 3 clusters
  Score: Raw -3155189.294672 + Penalty 3319.675300 = -3151869.619372
  nChanged 41
		SP:Iteration 49Q (11370.280000 sec): 3 clusters
  Score: Raw -3155197.728612 + Penalty 3319.675300 = -3151878.053312
  nChanged 38
		SP:Iteration 50Q (11370.330000 sec): 3 clusters
  Score: Raw -3155206.175937 + Penalty 3319.675300 = -3151886.500638
  nChanged 45
		SP:Iteration 51Q (11370.390000 sec): 3 clusters
  Score: Raw -3155217.927366 + Penalty 3319.675300 = -3151898.252066
  nChanged 42
		SP:Iteration 52Q (11370.450000 sec): 3 clusters
  Score: Raw -3155227.485081 + Penalty 3319.675300 = -3151907.809781
  nChanged 35
		SP:Iteration 53Q (11370.500000 sec): 3 clusters
  Score: Raw -3155235.243184 + Penalty 3319.675300 = -3151915.567884
  nChanged 38
		SP:Iteration 54Q (11370.550000 sec): 3 clusters
  Score: Raw -3155244.153026 + Penalty 3319.675300 = -3151924.477726
  nChanged 40
		SP:Iteration 55Q (11370.610000 sec): 3 clusters
  Score: Raw -3155251.865394 + Penalty 3319.675300 = -3151932.190094
  nChanged 34
		SP:Iteration 56Q (11370.660000 sec): 3 clusters
  Score: Raw -3155258.491162 + Penalty 3319.675300 = -3151938.815862
  nChanged 29
		SP:Iteration 57Q (11370.720000 sec): 3 clusters
  Score: Raw -3155264.875324 + Penalty 3319.675300 = -3151945.200025
  nChanged 32
		SP:Iteration 58Q (11370.770000 sec): 3 clusters
  Score: Raw -3155272.655366 + Penalty 3319.675300 = -3151952.980067
  nChanged 30
		SP:Iteration 59Q (11370.830000 sec): 3 clusters
  Score: Raw -3155280.799955 + Penalty 3319.675300 = -3151961.124655
  nChanged 38
		SP:Iteration 60F (11370.900000 sec): 3 clusters
  Score: Raw -3155290.712121 + Penalty 3319.675300 = -3151971.036821
  nChanged 41
		SP:Iteration 61Q (11370.950000 sec): 3 clusters
  Score: Raw -3155300.765326 + Penalty 3319.675300 = -3151981.090026
  nChanged 47
		SP:Iteration 62Q (11371.010000 sec): 3 clusters
  Score: Raw -3155313.082022 + Penalty 3319.675300 = -3151993.406722
  nChanged 43
		SP:Iteration 63Q (11371.060000 sec): 3 clusters
  Score: Raw -3155323.257779 + Penalty 3319.675300 = -3152003.582479
  nChanged 33
		SP:Iteration 64Q (11371.110000 sec): 3 clusters
  Score: Raw -3155331.832787 + Penalty 3319.675300 = -3152012.157487
  nChanged 39
		SP:Iteration 65Q (11371.170000 sec): 3 clusters
  Score: Raw -3155341.487493 + Penalty 3319.675300 = -3152021.812193
  nChanged 30
		SP:Iteration 66Q (11371.220000 sec): 3 clusters
  Score: Raw -3155348.709138 + Penalty 3319.675300 = -3152029.033838
  nChanged 29
		SP:Iteration 67Q (11371.270000 sec): 3 clusters
  Score: Raw -3155355.032877 + Penalty 3319.675300 = -3152035.357577
  nChanged 28
		SP:Iteration 68Q (11371.330000 sec): 3 clusters
  Score: Raw -3155362.320615 + Penalty 3319.675300 = -3152042.645316
  nChanged 33
		SP:Iteration 69Q (11371.380000 sec): 3 clusters
  Score: Raw -3155369.667942 + Penalty 3319.675300 = -3152049.992642
  nChanged 26
		SP:Iteration 70Q (11371.440000 sec): 3 clusters
  Score: Raw -3155375.554011 + Penalty 3319.675300 = -3152055.878711
  nChanged 31
		SP:Iteration 71Q (11371.490000 sec): 3 clusters
  Score: Raw -3155383.465181 + Penalty 3319.675300 = -3152063.789882
  nChanged 44
		SP:Iteration 72Q (11371.550000 sec): 3 clusters
  Score: Raw -3155396.721460 + Penalty 3319.675300 = -3152077.046161
  nChanged 51
		SP:Iteration 73Q (11371.600000 sec): 3 clusters
  Score: Raw -3155413.771225 + Penalty 3319.675300 = -3152094.095925
  nChanged 46
		SP:Iteration 74Q (11371.650000 sec): 3 clusters
  Score: Raw -3155429.238807 + Penalty 3319.675300 = -3152109.563507
  nChanged 48
		SP:Iteration 75Q (11371.710000 sec): 3 clusters
  Score: Raw -3155445.295907 + Penalty 3319.675300 = -3152125.620607
  nChanged 46
		SP:Iteration 76Q (11371.760000 sec): 3 clusters
  Score: Raw -3155460.844056 + Penalty 3319.675300 = -3152141.168756
  nChanged 45
		SP:Iteration 77Q (11371.810000 sec): 3 clusters
  Score: Raw -3155476.205410 + Penalty 3319.675300 = -3152156.530110
  nChanged 43
		SP:Iteration 78Q (11371.870000 sec): 3 clusters
  Score: Raw -3155492.277843 + Penalty 3319.675300 = -3152172.602543
  nChanged 48
		SP:Iteration 79Q (11371.920000 sec): 3 clusters
  Score: Raw -3155512.281902 + Penalty 3319.675300 = -3152192.606603
  nChanged 38
		SP:Iteration 80F (11371.990000 sec): 3 clusters
  Score: Raw -3155528.848974 + Penalty 3319.675300 = -3152209.173674
  nChanged 52
		SP:Iteration 81Q (11372.040000 sec): 3 clusters
  Score: Raw -3155550.563647 + Penalty 3319.675300 = -3152230.888348
  nChanged 40
		SP:Iteration 82Q (11372.090000 sec): 3 clusters
  Score: Raw -3155566.833377 + Penalty 3319.675300 = -3152247.158077
  nChanged 34
		SP:Iteration 83Q (11372.140000 sec): 3 clusters
  Score: Raw -3155583.390948 + Penalty 3319.675300 = -3152263.715648
  nChanged 38
		SP:Iteration 84Q (11372.190000 sec): 3 clusters
  Score: Raw -3155601.439799 + Penalty 3319.675300 = -3152281.764499
  nChanged 38
		SP:Iteration 85Q (11372.250000 sec): 3 clusters
  Score: Raw -3155615.396671 + Penalty 3319.675300 = -3152295.721371
  nChanged 21
		SP:Iteration 86Q (11372.300000 sec): 3 clusters
  Score: Raw -3155621.613322 + Penalty 3319.675300 = -3152301.938022
  nChanged 16
		SP:Iteration 87Q (11372.350000 sec): 3 clusters
  Score: Raw -3155626.490793 + Penalty 3319.675300 = -3152306.815493
  nChanged 11
		SP:Iteration 88Q (11372.400000 sec): 3 clusters
  Score: Raw -3155629.407894 + Penalty 3319.675300 = -3152309.732594
  nChanged 13
		SP:Iteration 89Q (11372.450000 sec): 3 clusters
  Score: Raw -3155634.132185 + Penalty 3319.675300 = -3152314.456885
  nChanged 12
		SP:Iteration 90Q (11372.500000 sec): 3 clusters
  Score: Raw -3155637.299180 + Penalty 3319.675300 = -3152317.623881
  nChanged 11
		SP:Iteration 91Q (11372.550000 sec): 3 clusters
  Score: Raw -3155640.297755 + Penalty 3319.675300 = -3152320.622455
  nChanged 8
		SP:Iteration 92Q (11372.610000 sec): 3 clusters
  Score: Raw -3155642.350840 + Penalty 3319.675300 = -3152322.675540
  nChanged 6
		SP:Iteration 93Q (11372.660000 sec): 3 clusters
  Score: Raw -3155643.595720 + Penalty 3319.675300 = -3152323.920420
  nChanged 1
		SP:Iteration 94Q (11372.710000 sec): 3 clusters
  Score: Raw -3155643.800577 + Penalty 3319.675300 = -3152324.125277
  nChanged 1
		SP:Iteration 95Q (11372.760000 sec): 3 clusters
  Score: Raw -3155643.961949 + Penalty 3319.675300 = -3152324.286649
  nChanged 2
		SP:Iteration 96Q (11372.810000 sec): 3 clusters
  Score: Raw -3155644.319526 + Penalty 3319.675300 = -3152324.644226
  nChanged 1
		SP:Iteration 97Q (11372.860000 sec): 3 clusters
  Score: Raw -3155644.466905 + Penalty 3319.675300 = -3152324.791605
  nChanged 1
		SP:Iteration 98Q (11372.910000 sec): 3 clusters
  Score: Raw -3155644.653967 + Penalty 3319.675300 = -3152324.978667
  nChanged 0
		SP:Iteration 99F (11372.980000 sec): 3 clusters
  Score: Raw -3155644.653967 + Penalty 3319.675300 = -3152324.978667
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11373.030000 sec): 2 clusters
  Score: Raw -1455290.563972 + Penalty 1546.155945 = -1453744.408027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11373.060000 sec): 3 clusters
  Score: Raw -1447369.297540 + Penalty 3092.311889 = -1444276.985650
  nChanged 5969
		SP:Iteration 1F (11373.090000 sec): 3 clusters
  Score: Raw -1450761.343204 + Penalty 3092.311889 = -1447669.031315
  nChanged 881
		SP:Iteration 2F (11373.130000 sec): 3 clusters
  Score: Raw -1451206.301384 + Penalty 3092.311889 = -1448113.989495
  nChanged 831
		SP:Iteration 3F (11373.170000 sec): 3 clusters
  Score: Raw -1451706.055700 + Penalty 3092.311889 = -1448613.743811
  nChanged 804
		SP:Iteration 4F (11373.200000 sec): 3 clusters
  Score: Raw -1452256.222608 + Penalty 3092.311889 = -1449163.910719
  nChanged 816
		SP:Iteration 5F (11373.240000 sec): 3 clusters
  Score: Raw -1452888.419089 + Penalty 3092.311889 = -1449796.107200
  nChanged 807
		SP:Iteration 6F (11373.270000 sec): 3 clusters
  Score: Raw -1453564.878983 + Penalty 3092.311889 = -1450472.567094
  nChanged 749
		SP:Iteration 7F (11373.310000 sec): 3 clusters
  Score: Raw -1454128.435608 + Penalty 3092.311889 = -1451036.123719
  nChanged 588
		SP:Iteration 8Q (11373.340000 sec): 3 clusters
  Score: Raw -1454475.264737 + Penalty 3092.311889 = -1451382.952848
  nChanged 414
		SP:Iteration 9Q (11373.370000 sec): 3 clusters
  Score: Raw -1454678.071487 + Penalty 3092.311889 = -1451585.759598
  nChanged 324
		SP:Iteration 10Q (11373.410000 sec): 3 clusters
  Score: Raw -1454828.849605 + Penalty 3092.311889 = -1451736.537716
  nChanged 246
		SP:Iteration 11Q (11373.440000 sec): 3 clusters
  Score: Raw -1454944.749168 + Penalty 3092.311889 = -1451852.437279
  nChanged 234
		SP:Iteration 12Q (11373.470000 sec): 3 clusters
  Score: Raw -1455053.246045 + Penalty 3092.311889 = -1451960.934156
  nChanged 213
		SP:Iteration 13Q (11373.500000 sec): 3 clusters
  Score: Raw -1455138.750729 + Penalty 3092.311889 = -1452046.438840
  nChanged 172
		SP:Iteration 14Q (11373.530000 sec): 3 clusters
  Score: Raw -1455205.569868 + Penalty 3092.311889 = -1452113.257979
  nChanged 140
		SP:Iteration 15Q (11373.570000 sec): 3 clusters
  Score: Raw -1455254.876257 + Penalty 3092.311889 = -1452162.564368
  nChanged 131
		SP:Iteration 16Q (11373.590000 sec): 3 clusters
  Score: Raw -1455299.852554 + Penalty 3092.311889 = -1452207.540665
  nChanged 124
		SP:Iteration 17Q (11373.630000 sec): 3 clusters
  Score: Raw -1455350.550738 + Penalty 3092.311889 = -1452258.238849
  nChanged 122
		SP:Iteration 18Q (11373.660000 sec): 3 clusters
  Score: Raw -1455402.648342 + Penalty 3092.311889 = -1452310.336453
  nChanged 113
		SP:Iteration 19Q (11373.690000 sec): 3 clusters
  Score: Raw -1455453.005148 + Penalty 3092.311889 = -1452360.693259
  nChanged 108
		SP:Iteration 20F (11373.720000 sec): 3 clusters
  Score: Raw -1455510.760235 + Penalty 3092.311889 = -1452418.448346
  nChanged 102
		SP:Iteration 21Q (11373.750000 sec): 3 clusters
  Score: Raw -1455555.607951 + Penalty 3092.311889 = -1452463.296062
  nChanged 87
		SP:Iteration 22Q (11373.780000 sec): 3 clusters
  Score: Raw -1455591.710466 + Penalty 3092.311889 = -1452499.398577
  nChanged 80
		SP:Iteration 23Q (11373.810000 sec): 3 clusters
  Score: Raw -1455627.313776 + Penalty 3092.311889 = -1452535.001887
  nChanged 70
		SP:Iteration 24Q (11373.840000 sec): 3 clusters
  Score: Raw -1455668.041770 + Penalty 3092.311889 = -1452575.729881
  nChanged 78
		SP:Iteration 25Q (11373.870000 sec): 3 clusters
  Score: Raw -1455715.405639 + Penalty 3092.311889 = -1452623.093750
  nChanged 78
		SP:Iteration 26Q (11373.900000 sec): 3 clusters
  Score: Raw -1455771.301054 + Penalty 3092.311889 = -1452678.989165
  nChanged 74
		SP:Iteration 27Q (11373.930000 sec): 3 clusters
  Score: Raw -1455825.613299 + Penalty 3092.311889 = -1452733.301410
  nChanged 65
		SP:Iteration 28Q (11373.950000 sec): 3 clusters
  Score: Raw -1455891.728159 + Penalty 3092.311889 = -1452799.416270
  nChanged 67
		SP:Iteration 29Q (11373.980000 sec): 3 clusters
  Score: Raw -1455952.369944 + Penalty 3092.311889 = -1452860.058055
  nChanged 55
		SP:Iteration 30Q (11374.010000 sec): 3 clusters
  Score: Raw -1455982.903759 + Penalty 3092.311889 = -1452890.591870
  nChanged 33
		SP:Iteration 31Q (11374.040000 sec): 3 clusters
  Score: Raw -1455998.399164 + Penalty 3092.311889 = -1452906.087275
  nChanged 21
		SP:Iteration 32Q (11374.070000 sec): 3 clusters
  Score: Raw -1456007.667497 + Penalty 3092.311889 = -1452915.355608
  nChanged 9
		SP:Iteration 33Q (11374.090000 sec): 3 clusters
  Score: Raw -1456012.028287 + Penalty 3092.311889 = -1452919.716398
  nChanged 9
		SP:Iteration 34Q (11374.120000 sec): 3 clusters
  Score: Raw -1456015.812130 + Penalty 3092.311889 = -1452923.500241
  nChanged 6
		SP:Iteration 35Q (11374.150000 sec): 3 clusters
  Score: Raw -1456017.613080 + Penalty 3092.311889 = -1452925.301191
  nChanged 4
		SP:Iteration 36Q (11374.170000 sec): 3 clusters
  Score: Raw -1456018.610307 + Penalty 3092.311889 = -1452926.298418
  nChanged 4
		SP:Iteration 37Q (11374.200000 sec): 3 clusters
  Score: Raw -1456019.333861 + Penalty 3092.311889 = -1452927.021972
  nChanged 3
		SP:Iteration 38Q (11374.230000 sec): 3 clusters
  Score: Raw -1456020.097801 + Penalty 3092.311889 = -1452927.785912
  nChanged 3
		SP:Iteration 39Q (11374.250000 sec): 3 clusters
  Score: Raw -1456021.138960 + Penalty 3092.311889 = -1452928.827071
  nChanged 4
		SP:Iteration 40F (11374.290000 sec): 3 clusters
  Score: Raw -1456022.256462 + Penalty 3092.311889 = -1452929.944573
  nChanged 1
		SP:Iteration 41Q (11374.310000 sec): 3 clusters
  Score: Raw -1456023.005959 + Penalty 3092.311889 = -1452930.694070
  nChanged 2
		SP:Iteration 42Q (11374.340000 sec): 3 clusters
  Score: Raw -1456024.352134 + Penalty 3092.311889 = -1452932.040245
  nChanged 2
		SP:Iteration 43Q (11374.370000 sec): 3 clusters
  Score: Raw -1456024.833568 + Penalty 3092.311889 = -1452932.521679
  nChanged 1
		SP:Iteration 44Q (11374.390000 sec): 3 clusters
  Score: Raw -1456025.142798 + Penalty 3092.311889 = -1452932.830909
  nChanged 0
		SP:Iteration 45F (11374.430000 sec): 3 clusters
  Score: Raw -1456025.142798 + Penalty 3092.311889 = -1452932.830909
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11374.470000 sec): 2 clusters
  Score: Raw -1582360.919239 + Penalty 1549.160122 = -1580811.759117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11374.510000 sec): 3 clusters
  Score: Raw -1574333.476750 + Penalty 3098.320244 = -1571235.156506
  nChanged 6098
		SP:Iteration 1F (11374.540000 sec): 3 clusters
  Score: Raw -1577445.480620 + Penalty 3098.320244 = -1574347.160376
  nChanged 750
		SP:Iteration 2F (11374.570000 sec): 3 clusters
  Score: Raw -1577722.629852 + Penalty 3098.320244 = -1574624.309608
  nChanged 653
		SP:Iteration 3Q (11374.610000 sec): 3 clusters
  Score: Raw -1577948.120011 + Penalty 3098.320244 = -1574849.799767
  nChanged 564
		SP:Iteration 4Q (11374.650000 sec): 3 clusters
  Score: Raw -1578158.189591 + Penalty 3098.320244 = -1575059.869347
  nChanged 535
		SP:Iteration 5Q (11374.690000 sec): 3 clusters
  Score: Raw -1578342.569887 + Penalty 3098.320244 = -1575244.249643
  nChanged 461
		SP:Iteration 6Q (11374.720000 sec): 3 clusters
  Score: Raw -1578477.095131 + Penalty 3098.320244 = -1575378.774887
  nChanged 395
		SP:Iteration 7Q (11374.760000 sec): 3 clusters
  Score: Raw -1578590.416327 + Penalty 3098.320244 = -1575492.096083
  nChanged 388
		SP:Iteration 8Q (11374.790000 sec): 3 clusters
  Score: Raw -1578696.702371 + Penalty 3098.320244 = -1575598.382127
  nChanged 323
		SP:Iteration 9Q (11374.830000 sec): 3 clusters
  Score: Raw -1578793.111074 + Penalty 3098.320244 = -1575694.790830
  nChanged 328
		SP:Iteration 10Q (11374.870000 sec): 3 clusters
  Score: Raw -1578898.598468 + Penalty 3098.320244 = -1575800.278224
  nChanged 357
		SP:Iteration 11Q (11374.900000 sec): 3 clusters
  Score: Raw -1579030.407572 + Penalty 3098.320244 = -1575932.087328
  nChanged 405
		SP:Iteration 12Q (11374.940000 sec): 3 clusters
  Score: Raw -1579197.944779 + Penalty 3098.320244 = -1576099.624535
  nChanged 420
		SP:Iteration 13Q (11374.970000 sec): 3 clusters
  Score: Raw -1579377.440674 + Penalty 3098.320244 = -1576279.120430
  nChanged 402
		SP:Iteration 14Q (11375.010000 sec): 3 clusters
  Score: Raw -1579559.131575 + Penalty 3098.320244 = -1576460.811331
  nChanged 410
		SP:Iteration 15Q (11375.050000 sec): 3 clusters
  Score: Raw -1579748.808282 + Penalty 3098.320244 = -1576650.488038
  nChanged 361
		SP:Iteration 16Q (11375.080000 sec): 3 clusters
  Score: Raw -1579908.971216 + Penalty 3098.320244 = -1576810.650972
  nChanged 315
		SP:Iteration 17Q (11375.120000 sec): 3 clusters
  Score: Raw -1580015.262790 + Penalty 3098.320244 = -1576916.942546
  nChanged 255
		SP:Iteration 18Q (11375.150000 sec): 3 clusters
  Score: Raw -1580087.695508 + Penalty 3098.320244 = -1576989.375264
  nChanged 189
		SP:Iteration 19Q (11375.190000 sec): 3 clusters
  Score: Raw -1580133.999988 + Penalty 3098.320244 = -1577035.679744
  nChanged 164
		SP:Iteration 20F (11375.220000 sec): 3 clusters
  Score: Raw -1580173.278445 + Penalty 3098.320244 = -1577074.958201
  nChanged 139
		SP:Iteration 21Q (11375.260000 sec): 3 clusters
  Score: Raw -1580208.580060 + Penalty 3098.320244 = -1577110.259816
  nChanged 143
		SP:Iteration 22Q (11375.290000 sec): 3 clusters
  Score: Raw -1580241.493130 + Penalty 3098.320244 = -1577143.172886
  nChanged 106
		SP:Iteration 23Q (11375.330000 sec): 3 clusters
  Score: Raw -1580261.338570 + Penalty 3098.320244 = -1577163.018326
  nChanged 106
		SP:Iteration 24Q (11375.370000 sec): 3 clusters
  Score: Raw -1580281.091728 + Penalty 3098.320244 = -1577182.771484
  nChanged 109
		SP:Iteration 25Q (11375.400000 sec): 3 clusters
  Score: Raw -1580302.490698 + Penalty 3098.320244 = -1577204.170454
  nChanged 110
		SP:Iteration 26Q (11375.440000 sec): 3 clusters
  Score: Raw -1580323.090713 + Penalty 3098.320244 = -1577224.770469
  nChanged 112
		SP:Iteration 27Q (11375.470000 sec): 3 clusters
  Score: Raw -1580344.553788 + Penalty 3098.320244 = -1577246.233543
  nChanged 109
		SP:Iteration 28Q (11375.510000 sec): 3 clusters
  Score: Raw -1580368.155938 + Penalty 3098.320244 = -1577269.835694
  nChanged 108
		SP:Iteration 29Q (11375.540000 sec): 3 clusters
  Score: Raw -1580391.918474 + Penalty 3098.320244 = -1577293.598230
  nChanged 123
		SP:Iteration 30Q (11375.580000 sec): 3 clusters
  Score: Raw -1580417.028551 + Penalty 3098.320244 = -1577318.708307
  nChanged 105
		SP:Iteration 31Q (11375.610000 sec): 3 clusters
  Score: Raw -1580436.665845 + Penalty 3098.320244 = -1577338.345601
  nChanged 103
		SP:Iteration 32Q (11375.640000 sec): 3 clusters
  Score: Raw -1580458.014654 + Penalty 3098.320244 = -1577359.694410
  nChanged 103
		SP:Iteration 33Q (11375.680000 sec): 3 clusters
  Score: Raw -1580477.521508 + Penalty 3098.320244 = -1577379.201264
  nChanged 109
		SP:Iteration 34Q (11375.710000 sec): 3 clusters
  Score: Raw -1580497.104228 + Penalty 3098.320244 = -1577398.783984
  nChanged 107
		SP:Iteration 35Q (11375.750000 sec): 3 clusters
  Score: Raw -1580520.319615 + Penalty 3098.320244 = -1577421.999371
  nChanged 114
		SP:Iteration 36Q (11375.780000 sec): 3 clusters
  Score: Raw -1580546.779089 + Penalty 3098.320244 = -1577448.458845
  nChanged 125
		SP:Iteration 37Q (11375.810000 sec): 3 clusters
  Score: Raw -1580577.690330 + Penalty 3098.320244 = -1577479.370086
  nChanged 141
		SP:Iteration 38Q (11375.840000 sec): 3 clusters
  Score: Raw -1580617.194123 + Penalty 3098.320244 = -1577518.873879
  nChanged 159
		SP:Iteration 39Q (11375.880000 sec): 3 clusters
  Score: Raw -1580666.116156 + Penalty 3098.320244 = -1577567.795912
  nChanged 153
		SP:Iteration 40F (11375.910000 sec): 3 clusters
  Score: Raw -1580707.787537 + Penalty 3098.320244 = -1577609.467293
  nChanged 156
		SP:Iteration 41Q (11375.940000 sec): 3 clusters
  Score: Raw -1580750.578943 + Penalty 3098.320244 = -1577652.258699
  nChanged 175
		SP:Iteration 42Q (11375.980000 sec): 3 clusters
  Score: Raw -1580809.935509 + Penalty 3098.320244 = -1577711.615265
  nChanged 190
		SP:Iteration 43Q (11376.010000 sec): 3 clusters
  Score: Raw -1580879.456058 + Penalty 3098.320244 = -1577781.135814
  nChanged 188
		SP:Iteration 44Q (11376.040000 sec): 3 clusters
  Score: Raw -1580951.776523 + Penalty 3098.320244 = -1577853.456279
  nChanged 192
		SP:Iteration 45Q (11376.070000 sec): 3 clusters
  Score: Raw -1581024.348941 + Penalty 3098.320244 = -1577926.028697
  nChanged 181
		SP:Iteration 46Q (11376.100000 sec): 3 clusters
  Score: Raw -1581090.428557 + Penalty 3098.320244 = -1577992.108313
  nChanged 179
		SP:Iteration 47Q (11376.130000 sec): 3 clusters
  Score: Raw -1581160.786294 + Penalty 3098.320244 = -1578062.466050
  nChanged 173
		SP:Iteration 48Q (11376.160000 sec): 3 clusters
  Score: Raw -1581231.821853 + Penalty 3098.320244 = -1578133.501609
  nChanged 201
		SP:Iteration 49Q (11376.190000 sec): 3 clusters
  Score: Raw -1581323.750331 + Penalty 3098.320244 = -1578225.430087
  nChanged 197
		SP:Iteration 50Q (11376.220000 sec): 3 clusters
  Score: Raw -1581413.825013 + Penalty 3098.320244 = -1578315.504769
  nChanged 191
		SP:Iteration 51Q (11376.250000 sec): 3 clusters
  Score: Raw -1581498.944062 + Penalty 3098.320244 = -1578400.623818
  nChanged 160
		SP:Iteration 52Q (11376.280000 sec): 3 clusters
  Score: Raw -1581571.048449 + Penalty 3098.320244 = -1578472.728205
  nChanged 171
		SP:Iteration 53Q (11376.310000 sec): 3 clusters
  Score: Raw -1581657.777279 + Penalty 3098.320244 = -1578559.457035
  nChanged 171
		SP:Iteration 54Q (11376.340000 sec): 3 clusters
  Score: Raw -1581748.291968 + Penalty 3098.320244 = -1578649.971724
  nChanged 172
		SP:Iteration 55Q (11376.370000 sec): 3 clusters
  Score: Raw -1581849.262823 + Penalty 3098.320244 = -1578750.942579
  nChanged 190
		SP:Iteration 56Q (11376.400000 sec): 3 clusters
  Score: Raw -1581972.360087 + Penalty 3098.320244 = -1578874.039843
  nChanged 152
		SP:Iteration 57Q (11376.420000 sec): 3 clusters
  Score: Raw -1582071.781256 + Penalty 3098.320244 = -1578973.461012
  nChanged 142
		SP:Iteration 58Q (11376.450000 sec): 3 clusters
  Score: Raw -1582174.800282 + Penalty 3098.320244 = -1579076.480038
  nChanged 123
		SP:Iteration 59Q (11376.480000 sec): 3 clusters
  Score: Raw -1582260.946143 + Penalty 3098.320244 = -1579162.625899
  nChanged 108
		SP:Iteration 60F (11376.510000 sec): 3 clusters
  Score: Raw -1582351.902568 + Penalty 3098.320244 = -1579253.582324
  nChanged 86
		SP:Iteration 61Q (11376.540000 sec): 3 clusters
  Score: Raw -1582420.008874 + Penalty 3098.320244 = -1579321.688630
  nChanged 58
		SP:Iteration 62Q (11376.560000 sec): 3 clusters
  Score: Raw -1582465.419161 + Penalty 3098.320244 = -1579367.098917
  nChanged 37
		SP:Iteration 63Q (11376.590000 sec): 3 clusters
  Score: Raw -1582493.583924 + Penalty 3098.320244 = -1579395.263680
  nChanged 22
		SP:Iteration 64Q (11376.620000 sec): 3 clusters
  Score: Raw -1582512.795092 + Penalty 3098.320244 = -1579414.474847
  nChanged 10
		SP:Iteration 65Q (11376.640000 sec): 3 clusters
  Score: Raw -1582521.719229 + Penalty 3098.320244 = -1579423.398985
  nChanged 8
		SP:Iteration 66Q (11376.670000 sec): 3 clusters
  Score: Raw -1582528.910953 + Penalty 3098.320244 = -1579430.590709
  nChanged 12
		SP:Iteration 67Q (11376.690000 sec): 3 clusters
  Score: Raw -1582541.865591 + Penalty 3098.320244 = -1579443.545347
  nChanged 8
		SP:Iteration 68Q (11376.720000 sec): 3 clusters
  Score: Raw -1582548.636563 + Penalty 3098.320244 = -1579450.316319
  nChanged 6
		SP:Iteration 69Q (11376.740000 sec): 3 clusters
  Score: Raw -1582552.842746 + Penalty 3098.320244 = -1579454.522502
  nChanged 6
		SP:Iteration 70Q (11376.770000 sec): 3 clusters
  Score: Raw -1582558.207664 + Penalty 3098.320244 = -1579459.887420
  nChanged 5
		SP:Iteration 71Q (11376.790000 sec): 3 clusters
  Score: Raw -1582563.393531 + Penalty 3098.320244 = -1579465.073287
  nChanged 8
		SP:Iteration 72Q (11376.820000 sec): 3 clusters
  Score: Raw -1582571.616253 + Penalty 3098.320244 = -1579473.296009
  nChanged 8
		SP:Iteration 73Q (11376.840000 sec): 3 clusters
  Score: Raw -1582578.266704 + Penalty 3098.320244 = -1579479.946460
  nChanged 5
		SP:Iteration 74Q (11376.870000 sec): 3 clusters
  Score: Raw -1582580.772438 + Penalty 3098.320244 = -1579482.452194
  nChanged 3
		SP:Iteration 75Q (11376.890000 sec): 3 clusters
  Score: Raw -1582584.019067 + Penalty 3098.320244 = -1579485.698823
  nChanged 5
		SP:Iteration 76Q (11376.920000 sec): 3 clusters
  Score: Raw -1582589.444739 + Penalty 3098.320244 = -1579491.124495
  nChanged 4
		SP:Iteration 77Q (11376.940000 sec): 3 clusters
  Score: Raw -1582593.110434 + Penalty 3098.320244 = -1579494.790190
  nChanged 3
		SP:Iteration 78Q (11376.970000 sec): 3 clusters
  Score: Raw -1582595.807956 + Penalty 3098.320244 = -1579497.487712
  nChanged 2
		SP:Iteration 79Q (11376.990000 sec): 3 clusters
  Score: Raw -1582599.445917 + Penalty 3098.320244 = -1579501.125673
  nChanged 5
		SP:Iteration 80F (11377.030000 sec): 3 clusters
  Score: Raw -1582604.227025 + Penalty 3098.320244 = -1579505.906781
  nChanged 3
		SP:Iteration 81Q (11377.050000 sec): 3 clusters
  Score: Raw -1582607.770973 + Penalty 3098.320244 = -1579509.450729
  nChanged 5
		SP:Iteration 82Q (11377.070000 sec): 3 clusters
  Score: Raw -1582612.572649 + Penalty 3098.320244 = -1579514.252405
  nChanged 1
		SP:Iteration 83Q (11377.100000 sec): 3 clusters
  Score: Raw -1582613.526078 + Penalty 3098.320244 = -1579515.205834
  nChanged 0
		SP:Iteration 84F (11377.130000 sec): 3 clusters
  Score: Raw -1582613.526078 + Penalty 3098.320244 = -1579515.205834
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11377.140000 sec): 2 clusters
  Score: Raw -120947.342574 + Penalty 1130.593323 = -119816.749251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11377.150000 sec): 3 clusters
  Score: Raw -120639.805337 + Penalty 2261.186646 = -118378.618692
  nChanged 300
		SP:Iteration 1F (11377.150000 sec): 3 clusters
  Score: Raw -120899.374302 + Penalty 2261.186646 = -118638.187657
  nChanged 70
		SP:Iteration 2F (11377.160000 sec): 3 clusters
  Score: Raw -120964.563675 + Penalty 2261.186646 = -118703.377030
  nChanged 32
		SP:Iteration 3Q (11377.160000 sec): 3 clusters
  Score: Raw -121001.063591 + Penalty 2261.186646 = -118739.876946
  nChanged 23
		SP:Iteration 4Q (11377.160000 sec): 3 clusters
  Score: Raw -121025.153576 + Penalty 2261.186646 = -118763.966931
  nChanged 13
		SP:Iteration 5Q (11377.160000 sec): 3 clusters
  Score: Raw -121040.163370 + Penalty 2261.186646 = -118778.976724
  nChanged 13
		SP:Iteration 6Q (11377.160000 sec): 3 clusters
  Score: Raw -121054.656210 + Penalty 2261.186646 = -118793.469565
  nChanged 9
		SP:Iteration 7Q (11377.170000 sec): 3 clusters
  Score: Raw -121060.876354 + Penalty 2261.186646 = -118799.689708
  nChanged 11
		SP:Iteration 8Q (11377.170000 sec): 3 clusters
  Score: Raw -121070.752197 + Penalty 2261.186646 = -118809.565552
  nChanged 6
		SP:Iteration 9Q (11377.170000 sec): 3 clusters
  Score: Raw -121073.721382 + Penalty 2261.186646 = -118812.534736
  nChanged 2
		SP:Iteration 10Q (11377.180000 sec): 3 clusters
  Score: Raw -121075.475227 + Penalty 2261.186646 = -118814.288582
  nChanged 2
		SP:Iteration 11Q (11377.180000 sec): 3 clusters
  Score: Raw -121076.593988 + Penalty 2261.186646 = -118815.407343
  nChanged 1
		SP:Iteration 12Q (11377.180000 sec): 3 clusters
  Score: Raw -121077.084995 + Penalty 2261.186646 = -118815.898350
  nChanged 0
		SP:Iteration 13F (11377.180000 sec): 3 clusters
  Score: Raw -121077.084995 + Penalty 2261.186646 = -118815.898350
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11377.190000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11377.190000 sec): 3 clusters
  Score: Raw -39181.309461 + Penalty 1915.680921 = -37265.628540
  nChanged 67
		SP:Iteration 1F (11377.190000 sec): 3 clusters
  Score: Raw -39290.163110 + Penalty 1915.680921 = -37374.482188
  nChanged 12
		SP:Iteration 2Q (11377.190000 sec): 3 clusters
  Score: Raw -39315.651629 + Penalty 1915.680921 = -37399.970708
  nChanged 9
		SP:Iteration 3Q (11377.190000 sec): 3 clusters
  Score: Raw -39351.979073 + Penalty 1915.680921 = -37436.298151
  nChanged 9
		SP:Iteration 4Q (11377.190000 sec): 3 clusters
  Score: Raw -39375.220264 + Penalty 1915.680921 = -37459.539343
  nChanged 6
		SP:Iteration 5Q (11377.190000 sec): 3 clusters
  Score: Raw -39388.863444 + Penalty 1915.680921 = -37473.182523
  nChanged 2
		SP:Iteration 6Q (11377.200000 sec): 3 clusters
  Score: Raw -39392.168909 + Penalty 1915.680921 = -37476.487988
  nChanged 0
		SP:Iteration 7F (11377.200000 sec): 3 clusters
  Score: Raw -39392.168909 + Penalty 1915.680921 = -37476.487988
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11377.220000 sec): 2 clusters
  Score: Raw -650620.583820 + Penalty 1400.239346 = -649220.344474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11377.230000 sec): 3 clusters
  Score: Raw -647696.921159 + Penalty 2800.478692 = -644896.442467
  nChanged 2291
		SP:Iteration 1F (11377.240000 sec): 3 clusters
  Score: Raw -648932.150421 + Penalty 2800.478692 = -646131.671728
  nChanged 358
		SP:Iteration 2F (11377.260000 sec): 3 clusters
  Score: Raw -649101.448373 + Penalty 2800.478692 = -646300.969680
  nChanged 256
		SP:Iteration 3Q (11377.270000 sec): 3 clusters
  Score: Raw -649231.506737 + Penalty 2800.478692 = -646431.028045
  nChanged 231
		SP:Iteration 4Q (11377.280000 sec): 3 clusters
  Score: Raw -649341.391401 + Penalty 2800.478692 = -646540.912709
  nChanged 212
		SP:Iteration 5Q (11377.300000 sec): 3 clusters
  Score: Raw -649431.395692 + Penalty 2800.478692 = -646630.916999
  nChanged 182
		SP:Iteration 6Q (11377.310000 sec): 3 clusters
  Score: Raw -649499.243410 + Penalty 2800.478692 = -646698.764718
  nChanged 158
		SP:Iteration 7Q (11377.330000 sec): 3 clusters
  Score: Raw -649557.215235 + Penalty 2800.478692 = -646756.736543
  nChanged 121
		SP:Iteration 8Q (11377.340000 sec): 3 clusters
  Score: Raw -649599.035682 + Penalty 2800.478692 = -646798.556989
  nChanged 109
		SP:Iteration 9Q (11377.360000 sec): 3 clusters
  Score: Raw -649633.501573 + Penalty 2800.478692 = -646833.022880
  nChanged 95
		SP:Iteration 10Q (11377.370000 sec): 3 clusters
  Score: Raw -649666.128654 + Penalty 2800.478692 = -646865.649962
  nChanged 105
		SP:Iteration 11Q (11377.390000 sec): 3 clusters
  Score: Raw -649703.946932 + Penalty 2800.478692 = -646903.468240
  nChanged 96
		SP:Iteration 12Q (11377.400000 sec): 3 clusters
  Score: Raw -649740.887877 + Penalty 2800.478692 = -646940.409185
  nChanged 100
		SP:Iteration 13Q (11377.410000 sec): 3 clusters
  Score: Raw -649773.830398 + Penalty 2800.478692 = -646973.351706
  nChanged 93
		SP:Iteration 14Q (11377.430000 sec): 3 clusters
  Score: Raw -649803.463493 + Penalty 2800.478692 = -647002.984801
  nChanged 82
		SP:Iteration 15Q (11377.440000 sec): 3 clusters
  Score: Raw -649830.061455 + Penalty 2800.478692 = -647029.582763
  nChanged 83
		SP:Iteration 16Q (11377.450000 sec): 3 clusters
  Score: Raw -649856.325044 + Penalty 2800.478692 = -647055.846352
  nChanged 81
		SP:Iteration 17Q (11377.470000 sec): 3 clusters
  Score: Raw -649879.523223 + Penalty 2800.478692 = -647079.044531
  nChanged 76
		SP:Iteration 18Q (11377.480000 sec): 3 clusters
  Score: Raw -649897.203760 + Penalty 2800.478692 = -647096.725068
  nChanged 61
		SP:Iteration 19Q (11377.490000 sec): 3 clusters
  Score: Raw -649917.697460 + Penalty 2800.478692 = -647117.218768
  nChanged 70
		SP:Iteration 20F (11377.510000 sec): 3 clusters
  Score: Raw -649936.507366 + Penalty 2800.478692 = -647136.028674
  nChanged 59
		SP:Iteration 21Q (11377.520000 sec): 3 clusters
  Score: Raw -649954.756359 + Penalty 2800.478692 = -647154.277667
  nChanged 64
		SP:Iteration 22Q (11377.530000 sec): 3 clusters
  Score: Raw -649980.659015 + Penalty 2800.478692 = -647180.180323
  nChanged 68
		SP:Iteration 23Q (11377.550000 sec): 3 clusters
  Score: Raw -650008.561461 + Penalty 2800.478692 = -647208.082769
  nChanged 80
		SP:Iteration 24Q (11377.560000 sec): 3 clusters
  Score: Raw -650039.309676 + Penalty 2800.478692 = -647238.830984
  nChanged 75
		SP:Iteration 25Q (11377.570000 sec): 3 clusters
  Score: Raw -650070.087715 + Penalty 2800.478692 = -647269.609023
  nChanged 71
		SP:Iteration 26Q (11377.590000 sec): 3 clusters
  Score: Raw -650095.072954 + Penalty 2800.478692 = -647294.594262
  nChanged 59
		SP:Iteration 27Q (11377.600000 sec): 3 clusters
  Score: Raw -650115.404460 + Penalty 2800.478692 = -647314.925768
  nChanged 53
		SP:Iteration 28Q (11377.610000 sec): 3 clusters
  Score: Raw -650140.130397 + Penalty 2800.478692 = -647339.651705
  nChanged 65
		SP:Iteration 29Q (11377.630000 sec): 3 clusters
  Score: Raw -650166.297484 + Penalty 2800.478692 = -647365.818792
  nChanged 72
		SP:Iteration 30Q (11377.640000 sec): 3 clusters
  Score: Raw -650198.485439 + Penalty 2800.478692 = -647398.006747
  nChanged 79
		SP:Iteration 31Q (11377.650000 sec): 3 clusters
  Score: Raw -650237.348941 + Penalty 2800.478692 = -647436.870249
  nChanged 79
		SP:Iteration 32Q (11377.670000 sec): 3 clusters
  Score: Raw -650281.347482 + Penalty 2800.478692 = -647480.868790
  nChanged 91
		SP:Iteration 33Q (11377.680000 sec): 3 clusters
  Score: Raw -650329.010584 + Penalty 2800.478692 = -647528.531892
  nChanged 80
		SP:Iteration 34Q (11377.690000 sec): 3 clusters
  Score: Raw -650365.609783 + Penalty 2800.478692 = -647565.131091
  nChanged 68
		SP:Iteration 35Q (11377.710000 sec): 3 clusters
  Score: Raw -650399.104077 + Penalty 2800.478692 = -647598.625385
  nChanged 60
		SP:Iteration 36Q (11377.720000 sec): 3 clusters
  Score: Raw -650427.851716 + Penalty 2800.478692 = -647627.373024
  nChanged 50
		SP:Iteration 37Q (11377.730000 sec): 3 clusters
  Score: Raw -650446.180628 + Penalty 2800.478692 = -647645.701936
  nChanged 42
		SP:Iteration 38Q (11377.750000 sec): 3 clusters
  Score: Raw -650461.855980 + Penalty 2800.478692 = -647661.377288
  nChanged 38
		SP:Iteration 39Q (11377.760000 sec): 3 clusters
  Score: Raw -650480.054364 + Penalty 2800.478692 = -647679.575671
  nChanged 33
		SP:Iteration 40F (11377.770000 sec): 3 clusters
  Score: Raw -650492.712521 + Penalty 2800.478692 = -647692.233829
  nChanged 29
		SP:Iteration 41Q (11377.780000 sec): 3 clusters
  Score: Raw -650503.293725 + Penalty 2800.478692 = -647702.815033
  nChanged 29
		SP:Iteration 42Q (11377.790000 sec): 3 clusters
  Score: Raw -650513.125346 + Penalty 2800.478692 = -647712.646654
  nChanged 32
		SP:Iteration 43Q (11377.810000 sec): 3 clusters
  Score: Raw -650527.273414 + Penalty 2800.478692 = -647726.794722
  nChanged 28
		SP:Iteration 44Q (11377.820000 sec): 3 clusters
  Score: Raw -650537.946611 + Penalty 2800.478692 = -647737.467919
  nChanged 20
		SP:Iteration 45Q (11377.830000 sec): 3 clusters
  Score: Raw -650543.150695 + Penalty 2800.478692 = -647742.672002
  nChanged 25
		SP:Iteration 46Q (11377.840000 sec): 3 clusters
  Score: Raw -650551.876808 + Penalty 2800.478692 = -647751.398115
  nChanged 19
		SP:Iteration 47Q (11377.850000 sec): 3 clusters
  Score: Raw -650560.114350 + Penalty 2800.478692 = -647759.635658
  nChanged 18
		SP:Iteration 48Q (11377.870000 sec): 3 clusters
  Score: Raw -650566.524472 + Penalty 2800.478692 = -647766.045780
  nChanged 18
		SP:Iteration 49Q (11377.880000 sec): 3 clusters
  Score: Raw -650573.640333 + Penalty 2800.478692 = -647773.161641
  nChanged 16
		SP:Iteration 50Q (11377.890000 sec): 3 clusters
  Score: Raw -650580.906044 + Penalty 2800.478692 = -647780.427352
  nChanged 24
		SP:Iteration 51Q (11377.900000 sec): 3 clusters
  Score: Raw -650590.060886 + Penalty 2800.478692 = -647789.582194
  nChanged 21
		SP:Iteration 52Q (11377.910000 sec): 3 clusters
  Score: Raw -650597.821073 + Penalty 2800.478692 = -647797.342380
  nChanged 21
		SP:Iteration 53Q (11377.920000 sec): 3 clusters
  Score: Raw -650605.716132 + Penalty 2800.478692 = -647805.237440
  nChanged 16
		SP:Iteration 54Q (11377.930000 sec): 3 clusters
  Score: Raw -650612.140202 + Penalty 2800.478692 = -647811.661509
  nChanged 20
		SP:Iteration 55Q (11377.950000 sec): 3 clusters
  Score: Raw -650619.776059 + Penalty 2800.478692 = -647819.297367
  nChanged 16
		SP:Iteration 56Q (11377.960000 sec): 3 clusters
  Score: Raw -650627.100357 + Penalty 2800.478692 = -647826.621664
  nChanged 23
		SP:Iteration 57Q (11377.970000 sec): 3 clusters
  Score: Raw -650636.930734 + Penalty 2800.478692 = -647836.452042
  nChanged 25
		SP:Iteration 58Q (11377.980000 sec): 3 clusters
  Score: Raw -650650.810171 + Penalty 2800.478692 = -647850.331479
  nChanged 23
		SP:Iteration 59Q (11377.990000 sec): 3 clusters
  Score: Raw -650660.241796 + Penalty 2800.478692 = -647859.763104
  nChanged 21
		SP:Iteration 60F (11378.010000 sec): 3 clusters
  Score: Raw -650667.704315 + Penalty 2800.478692 = -647867.225623
  nChanged 20
		SP:Iteration 61Q (11378.020000 sec): 3 clusters
  Score: Raw -650676.588621 + Penalty 2800.478692 = -647876.109929
  nChanged 26
		SP:Iteration 62Q (11378.030000 sec): 3 clusters
  Score: Raw -650689.384060 + Penalty 2800.478692 = -647888.905367
  nChanged 24
		SP:Iteration 63Q (11378.040000 sec): 3 clusters
  Score: Raw -650701.138571 + Penalty 2800.478692 = -647900.659879
  nChanged 18
		SP:Iteration 64Q (11378.050000 sec): 3 clusters
  Score: Raw -650709.920792 + Penalty 2800.478692 = -647909.442100
  nChanged 14
		SP:Iteration 65Q (11378.060000 sec): 3 clusters
  Score: Raw -650714.895600 + Penalty 2800.478692 = -647914.416907
  nChanged 20
		SP:Iteration 66Q (11378.070000 sec): 3 clusters
  Score: Raw -650723.775027 + Penalty 2800.478692 = -647923.296335
  nChanged 17
		SP:Iteration 67Q (11378.090000 sec): 3 clusters
  Score: Raw -650730.506149 + Penalty 2800.478692 = -647930.027457
  nChanged 10
		SP:Iteration 68Q (11378.100000 sec): 3 clusters
  Score: Raw -650733.677458 + Penalty 2800.478692 = -647933.198766
  nChanged 15
		SP:Iteration 69Q (11378.110000 sec): 3 clusters
  Score: Raw -650740.834301 + Penalty 2800.478692 = -647940.355609
  nChanged 13
		SP:Iteration 70Q (11378.120000 sec): 3 clusters
  Score: Raw -650747.131666 + Penalty 2800.478692 = -647946.652973
  nChanged 12
		SP:Iteration 71Q (11378.130000 sec): 3 clusters
  Score: Raw -650753.759360 + Penalty 2800.478692 = -647953.280668
  nChanged 14
		SP:Iteration 72Q (11378.140000 sec): 3 clusters
  Score: Raw -650759.970313 + Penalty 2800.478692 = -647959.491620
  nChanged 9
		SP:Iteration 73Q (11378.150000 sec): 3 clusters
  Score: Raw -650764.121288 + Penalty 2800.478692 = -647963.642595
  nChanged 4
		SP:Iteration 74Q (11378.160000 sec): 3 clusters
  Score: Raw -650765.407137 + Penalty 2800.478692 = -647964.928445
  nChanged 3
		SP:Iteration 75Q (11378.170000 sec): 3 clusters
  Score: Raw -650767.303052 + Penalty 2800.478692 = -647966.824360
  nChanged 4
		SP:Iteration 76Q (11378.180000 sec): 3 clusters
  Score: Raw -650768.429185 + Penalty 2800.478692 = -647967.950493
  nChanged 1
		SP:Iteration 77Q (11378.190000 sec): 3 clusters
  Score: Raw -650768.918504 + Penalty 2800.478692 = -647968.439811
  nChanged 0
		SP:Iteration 78F (11378.210000 sec): 3 clusters
  Score: Raw -650768.918504 + Penalty 2800.478692 = -647968.439811
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11378.220000 sec): 2 clusters
  Score: Raw -443423.716929 + Penalty 1359.799494 = -442063.917435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11378.230000 sec): 3 clusters
  Score: Raw -441339.381141 + Penalty 2719.598988 = -438619.782154
  nChanged 1725
		SP:Iteration 1F (11378.250000 sec): 3 clusters
  Score: Raw -442641.012696 + Penalty 2719.598988 = -439921.413709
  nChanged 453
		SP:Iteration 2F (11378.250000 sec): 3 clusters
  Score: Raw -443110.715774 + Penalty 2719.598988 = -440391.116787
  nChanged 344
		SP:Iteration 3F (11378.270000 sec): 3 clusters
  Score: Raw -443458.527476 + Penalty 2719.598988 = -440738.928488
  nChanged 266
		SP:Iteration 4F (11378.280000 sec): 3 clusters
  Score: Raw -443701.340189 + Penalty 2719.598988 = -440981.741201
  nChanged 207
		SP:Iteration 5Q (11378.290000 sec): 3 clusters
  Score: Raw -443844.717680 + Penalty 2719.598988 = -441125.118692
  nChanged 138
		SP:Iteration 6Q (11378.300000 sec): 3 clusters
  Score: Raw -443923.938341 + Penalty 2719.598988 = -441204.339354
  nChanged 110
		SP:Iteration 7Q (11378.310000 sec): 3 clusters
  Score: Raw -443986.228222 + Penalty 2719.598988 = -441266.629234
  nChanged 99
		SP:Iteration 8Q (11378.310000 sec): 3 clusters
  Score: Raw -444034.287140 + Penalty 2719.598988 = -441314.688152
  nChanged 79
		SP:Iteration 9Q (11378.330000 sec): 3 clusters
  Score: Raw -444068.372307 + Penalty 2719.598988 = -441348.773319
  nChanged 52
		SP:Iteration 10Q (11378.330000 sec): 3 clusters
  Score: Raw -444086.530214 + Penalty 2719.598988 = -441366.931226
  nChanged 32
		SP:Iteration 11Q (11378.350000 sec): 3 clusters
  Score: Raw -444098.848145 + Penalty 2719.598988 = -441379.249157
  nChanged 35
		SP:Iteration 12Q (11378.350000 sec): 3 clusters
  Score: Raw -444110.737056 + Penalty 2719.598988 = -441391.138069
  nChanged 18
		SP:Iteration 13Q (11378.370000 sec): 3 clusters
  Score: Raw -444119.936450 + Penalty 2719.598988 = -441400.337462
  nChanged 16
		SP:Iteration 14Q (11378.370000 sec): 3 clusters
  Score: Raw -444128.485007 + Penalty 2719.598988 = -441408.886019
  nChanged 18
		SP:Iteration 15Q (11378.390000 sec): 3 clusters
  Score: Raw -444134.225742 + Penalty 2719.598988 = -441414.626754
  nChanged 15
		SP:Iteration 16Q (11378.390000 sec): 3 clusters
  Score: Raw -444138.066779 + Penalty 2719.598988 = -441418.467792
  nChanged 14
		SP:Iteration 17Q (11378.410000 sec): 3 clusters
  Score: Raw -444141.349488 + Penalty 2719.598988 = -441421.750500
  nChanged 11
		SP:Iteration 18Q (11378.410000 sec): 3 clusters
  Score: Raw -444143.119609 + Penalty 2719.598988 = -441423.520621
  nChanged 7
		SP:Iteration 19Q (11378.420000 sec): 3 clusters
  Score: Raw -444145.073167 + Penalty 2719.598988 = -441425.474179
  nChanged 5
		SP:Iteration 20F (11378.430000 sec): 3 clusters
  Score: Raw -444146.476489 + Penalty 2719.598988 = -441426.877502
  nChanged 7
		SP:Iteration 21Q (11378.450000 sec): 3 clusters
  Score: Raw -444148.750039 + Penalty 2719.598988 = -441429.151052
  nChanged 6
		SP:Iteration 22Q (11378.450000 sec): 3 clusters
  Score: Raw -444151.337693 + Penalty 2719.598988 = -441431.738705
  nChanged 9
		SP:Iteration 23Q (11378.470000 sec): 3 clusters
  Score: Raw -444153.389674 + Penalty 2719.598988 = -441433.790686
  nChanged 10
		SP:Iteration 24Q (11378.470000 sec): 3 clusters
  Score: Raw -444157.494067 + Penalty 2719.598988 = -441437.895079
  nChanged 16
		SP:Iteration 25Q (11378.480000 sec): 3 clusters
  Score: Raw -444160.517967 + Penalty 2719.598988 = -441440.918979
  nChanged 11
		SP:Iteration 26Q (11378.490000 sec): 3 clusters
  Score: Raw -444163.628141 + Penalty 2719.598988 = -441444.029154
  nChanged 11
		SP:Iteration 27Q (11378.500000 sec): 3 clusters
  Score: Raw -444165.625869 + Penalty 2719.598988 = -441446.026881
  nChanged 7
		SP:Iteration 28Q (11378.510000 sec): 3 clusters
  Score: Raw -444167.172212 + Penalty 2719.598988 = -441447.573224
  nChanged 6
		SP:Iteration 29Q (11378.520000 sec): 3 clusters
  Score: Raw -444168.657959 + Penalty 2719.598988 = -441449.058972
  nChanged 6
		SP:Iteration 30Q (11378.530000 sec): 3 clusters
  Score: Raw -444169.693834 + Penalty 2719.598988 = -441450.094846
  nChanged 7
		SP:Iteration 31Q (11378.540000 sec): 3 clusters
  Score: Raw -444171.396358 + Penalty 2719.598988 = -441451.797370
  nChanged 11
		SP:Iteration 32Q (11378.550000 sec): 3 clusters
  Score: Raw -444175.433071 + Penalty 2719.598988 = -441455.834084
  nChanged 10
		SP:Iteration 33Q (11378.560000 sec): 3 clusters
  Score: Raw -444177.776199 + Penalty 2719.598988 = -441458.177211
  nChanged 11
		SP:Iteration 34Q (11378.570000 sec): 3 clusters
  Score: Raw -444181.304253 + Penalty 2719.598988 = -441461.705265
  nChanged 15
		SP:Iteration 35Q (11378.580000 sec): 3 clusters
  Score: Raw -444186.309940 + Penalty 2719.598988 = -441466.710952
  nChanged 14
		SP:Iteration 36Q (11378.590000 sec): 3 clusters
  Score: Raw -444190.295816 + Penalty 2719.598988 = -441470.696828
  nChanged 11
		SP:Iteration 37Q (11378.600000 sec): 3 clusters
  Score: Raw -444192.100701 + Penalty 2719.598988 = -441472.501713
  nChanged 8
		SP:Iteration 38Q (11378.610000 sec): 3 clusters
  Score: Raw -444193.949963 + Penalty 2719.598988 = -441474.350975
  nChanged 11
		SP:Iteration 39Q (11378.620000 sec): 3 clusters
  Score: Raw -444197.127767 + Penalty 2719.598988 = -441477.528779
  nChanged 10
		SP:Iteration 40F (11378.630000 sec): 3 clusters
  Score: Raw -444199.234500 + Penalty 2719.598988 = -441479.635513
  nChanged 10
		SP:Iteration 41Q (11378.640000 sec): 3 clusters
  Score: Raw -444202.759737 + Penalty 2719.598988 = -441483.160750
  nChanged 10
		SP:Iteration 42Q (11378.650000 sec): 3 clusters
  Score: Raw -444205.533892 + Penalty 2719.598988 = -441485.934904
  nChanged 7
		SP:Iteration 43Q (11378.660000 sec): 3 clusters
  Score: Raw -444207.149725 + Penalty 2719.598988 = -441487.550738
  nChanged 9
		SP:Iteration 44Q (11378.670000 sec): 3 clusters
  Score: Raw -444210.216326 + Penalty 2719.598988 = -441490.617338
  nChanged 9
		SP:Iteration 45Q (11378.680000 sec): 3 clusters
  Score: Raw -444212.370046 + Penalty 2719.598988 = -441492.771058
  nChanged 7
		SP:Iteration 46Q (11378.690000 sec): 3 clusters
  Score: Raw -444213.925393 + Penalty 2719.598988 = -441494.326405
  nChanged 9
		SP:Iteration 47Q (11378.700000 sec): 3 clusters
  Score: Raw -444215.634730 + Penalty 2719.598988 = -441496.035743
  nChanged 3
		SP:Iteration 48Q (11378.710000 sec): 3 clusters
  Score: Raw -444216.228949 + Penalty 2719.598988 = -441496.629961
  nChanged 2
		SP:Iteration 49Q (11378.720000 sec): 3 clusters
  Score: Raw -444216.688659 + Penalty 2719.598988 = -441497.089671
  nChanged 0
		SP:Iteration 50F (11378.730000 sec): 3 clusters
  Score: Raw -444216.688659 + Penalty 2719.598988 = -441497.089671
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11378.750000 sec): 2 clusters
  Score: Raw -192557.180125 + Penalty 1211.391992 = -191345.788133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11378.750000 sec): 3 clusters
  Score: Raw -191836.705807 + Penalty 2422.783984 = -189413.921824
  nChanged 585
		SP:Iteration 1F (11378.750000 sec): 3 clusters
  Score: Raw -192252.097744 + Penalty 2422.783984 = -189829.313761
  nChanged 149
		SP:Iteration 2F (11378.760000 sec): 3 clusters
  Score: Raw -192383.649441 + Penalty 2422.783984 = -189960.865457
  nChanged 111
		SP:Iteration 3F (11378.760000 sec): 3 clusters
  Score: Raw -192504.147452 + Penalty 2422.783984 = -190081.363468
  nChanged 108
		SP:Iteration 4F (11378.770000 sec): 3 clusters
  Score: Raw -192615.501039 + Penalty 2422.783984 = -190192.717055
  nChanged 99
		SP:Iteration 5F (11378.770000 sec): 3 clusters
  Score: Raw -192763.152799 + Penalty 2422.783984 = -190340.368816
  nChanged 108
		SP:Iteration 6F (11378.780000 sec): 3 clusters
  Score: Raw -192905.584024 + Penalty 2422.783984 = -190482.800040
  nChanged 97
		SP:Iteration 7F (11378.780000 sec): 3 clusters
  Score: Raw -193012.260822 + Penalty 2422.783984 = -190589.476839
  nChanged 55
		SP:Iteration 8Q (11378.790000 sec): 3 clusters
  Score: Raw -193049.103141 + Penalty 2422.783984 = -190626.319157
  nChanged 32
		SP:Iteration 9Q (11378.790000 sec): 3 clusters
  Score: Raw -193075.087748 + Penalty 2422.783984 = -190652.303764
  nChanged 24
		SP:Iteration 10Q (11378.790000 sec): 3 clusters
  Score: Raw -193091.480801 + Penalty 2422.783984 = -190668.696817
  nChanged 12
		SP:Iteration 11Q (11378.800000 sec): 3 clusters
  Score: Raw -193098.494173 + Penalty 2422.783984 = -190675.710190
  nChanged 10
		SP:Iteration 12Q (11378.800000 sec): 3 clusters
  Score: Raw -193105.920164 + Penalty 2422.783984 = -190683.136180
  nChanged 11
		SP:Iteration 13Q (11378.810000 sec): 3 clusters
  Score: Raw -193113.438227 + Penalty 2422.783984 = -190690.654244
  nChanged 9
		SP:Iteration 14Q (11378.810000 sec): 3 clusters
  Score: Raw -193119.038322 + Penalty 2422.783984 = -190696.254338
  nChanged 4
		SP:Iteration 15Q (11378.810000 sec): 3 clusters
  Score: Raw -193122.139889 + Penalty 2422.783984 = -190699.355906
  nChanged 7
		SP:Iteration 16Q (11378.820000 sec): 3 clusters
  Score: Raw -193128.900044 + Penalty 2422.783984 = -190706.116060
  nChanged 8
		SP:Iteration 17Q (11378.820000 sec): 3 clusters
  Score: Raw -193138.086453 + Penalty 2422.783984 = -190715.302470
  nChanged 4
		SP:Iteration 18Q (11378.830000 sec): 3 clusters
  Score: Raw -193142.166150 + Penalty 2422.783984 = -190719.382166
  nChanged 6
		SP:Iteration 19Q (11378.830000 sec): 3 clusters
  Score: Raw -193146.734877 + Penalty 2422.783984 = -190723.950893
  nChanged 5
		SP:Iteration 20F (11378.830000 sec): 3 clusters
  Score: Raw -193150.712574 + Penalty 2422.783984 = -190727.928590
  nChanged 3
		SP:Iteration 21Q (11378.840000 sec): 3 clusters
  Score: Raw -193152.293512 + Penalty 2422.783984 = -190729.509528
  nChanged 3
		SP:Iteration 22Q (11378.850000 sec): 3 clusters
  Score: Raw -193153.216786 + Penalty 2422.783984 = -190730.432802
  nChanged 1
		SP:Iteration 23Q (11378.850000 sec): 3 clusters
  Score: Raw -193153.698271 + Penalty 2422.783984 = -190730.914288
  nChanged 1
		SP:Iteration 24Q (11378.850000 sec): 3 clusters
  Score: Raw -193154.252713 + Penalty 2422.783984 = -190731.468729
  nChanged 3
		SP:Iteration 25Q (11378.860000 sec): 3 clusters
  Score: Raw -193156.030963 + Penalty 2422.783984 = -190733.246979
  nChanged 2
		SP:Iteration 26Q (11378.860000 sec): 3 clusters
  Score: Raw -193156.766252 + Penalty 2422.783984 = -190733.982268
  nChanged 0
		SP:Iteration 27F (11378.870000 sec): 3 clusters
  Score: Raw -193156.766252 + Penalty 2422.783984 = -190733.982268
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11378.880000 sec): 2 clusters
  Score: Raw -497223.354255 + Penalty 1366.561297 = -495856.792958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11378.890000 sec): 3 clusters
  Score: Raw -494973.606741 + Penalty 2733.122594 = -492240.484148
  nChanged 1740
		SP:Iteration 1F (11378.910000 sec): 3 clusters
  Score: Raw -496013.427147 + Penalty 2733.122594 = -493280.304554
  nChanged 372
		SP:Iteration 2F (11378.920000 sec): 3 clusters
  Score: Raw -496266.357124 + Penalty 2733.122594 = -493533.234531
  nChanged 318
		SP:Iteration 3F (11378.930000 sec): 3 clusters
  Score: Raw -496471.789984 + Penalty 2733.122594 = -493738.667390
  nChanged 272
		SP:Iteration 4F (11378.940000 sec): 3 clusters
  Score: Raw -496665.678424 + Penalty 2733.122594 = -493932.555830
  nChanged 267
		SP:Iteration 5F (11378.950000 sec): 3 clusters
  Score: Raw -496893.238398 + Penalty 2733.122594 = -494160.115804
  nChanged 283
		SP:Iteration 6F (11378.960000 sec): 3 clusters
  Score: Raw -497132.374477 + Penalty 2733.122594 = -494399.251884
  nChanged 235
		SP:Iteration 7F (11378.970000 sec): 3 clusters
  Score: Raw -497307.775058 + Penalty 2733.122594 = -494574.652465
  nChanged 174
		SP:Iteration 8Q (11378.990000 sec): 3 clusters
  Score: Raw -497410.262321 + Penalty 2733.122594 = -494677.139728
  nChanged 124
		SP:Iteration 9Q (11379.000000 sec): 3 clusters
  Score: Raw -497484.955712 + Penalty 2733.122594 = -494751.833118
  nChanged 96
		SP:Iteration 10Q (11379.010000 sec): 3 clusters
  Score: Raw -497535.744117 + Penalty 2733.122594 = -494802.621523
  nChanged 67
		SP:Iteration 11Q (11379.020000 sec): 3 clusters
  Score: Raw -497565.911384 + Penalty 2733.122594 = -494832.788791
  nChanged 59
		SP:Iteration 12Q (11379.030000 sec): 3 clusters
  Score: Raw -497596.921409 + Penalty 2733.122594 = -494863.798815
  nChanged 42
		SP:Iteration 13Q (11379.040000 sec): 3 clusters
  Score: Raw -497613.407506 + Penalty 2733.122594 = -494880.284913
  nChanged 25
		SP:Iteration 14Q (11379.050000 sec): 3 clusters
  Score: Raw -497622.363556 + Penalty 2733.122594 = -494889.240963
  nChanged 15
		SP:Iteration 15Q (11379.070000 sec): 3 clusters
  Score: Raw -497629.008841 + Penalty 2733.122594 = -494895.886248
  nChanged 11
		SP:Iteration 16Q (11379.080000 sec): 3 clusters
  Score: Raw -497633.919615 + Penalty 2733.122594 = -494900.797021
  nChanged 12
		SP:Iteration 17Q (11379.090000 sec): 3 clusters
  Score: Raw -497639.779638 + Penalty 2733.122594 = -494906.657044
  nChanged 11
		SP:Iteration 18Q (11379.100000 sec): 3 clusters
  Score: Raw -497644.680694 + Penalty 2733.122594 = -494911.558100
  nChanged 8
		SP:Iteration 19Q (11379.110000 sec): 3 clusters
  Score: Raw -497648.120820 + Penalty 2733.122594 = -494914.998227
  nChanged 2
		SP:Iteration 20F (11379.120000 sec): 3 clusters
  Score: Raw -497648.886139 + Penalty 2733.122594 = -494915.763546
  nChanged 2
		SP:Iteration 21Q (11379.130000 sec): 3 clusters
  Score: Raw -497650.626235 + Penalty 2733.122594 = -494917.503641
  nChanged 2
		SP:Iteration 22Q (11379.150000 sec): 3 clusters
  Score: Raw -497651.194361 + Penalty 2733.122594 = -494918.071767
  nChanged 1
		SP:Iteration 23Q (11379.160000 sec): 3 clusters
  Score: Raw -497651.307818 + Penalty 2733.122594 = -494918.185224
  nChanged 0
		SP:Iteration 24F (11379.170000 sec): 3 clusters
  Score: Raw -497651.307818 + Penalty 2733.122594 = -494918.185224
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11379.230000 sec): 2 clusters
  Score: Raw -2143438.118684 + Penalty 1591.580592 = -2141846.538092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11379.270000 sec): 3 clusters
  Score: Raw -2132735.992172 + Penalty 3183.161184 = -2129552.830988
  nChanged 8069
		SP:Iteration 1F (11379.320000 sec): 3 clusters
  Score: Raw -2136881.495719 + Penalty 3183.161184 = -2133698.334535
  nChanged 876
		SP:Iteration 2Q (11379.370000 sec): 3 clusters
  Score: Raw -2137173.765102 + Penalty 3183.161184 = -2133990.603917
  nChanged 784
		SP:Iteration 3Q (11379.420000 sec): 3 clusters
  Score: Raw -2137433.252980 + Penalty 3183.161184 = -2134250.091795
  nChanged 709
		SP:Iteration 4Q (11379.470000 sec): 3 clusters
  Score: Raw -2137672.342977 + Penalty 3183.161184 = -2134489.181793
  nChanged 706
		SP:Iteration 5Q (11379.510000 sec): 3 clusters
  Score: Raw -2137907.882322 + Penalty 3183.161184 = -2134724.721138
  nChanged 655
		SP:Iteration 6Q (11379.560000 sec): 3 clusters
  Score: Raw -2138128.076000 + Penalty 3183.161184 = -2134944.914816
  nChanged 576
		SP:Iteration 7Q (11379.610000 sec): 3 clusters
  Score: Raw -2138345.813272 + Penalty 3183.161184 = -2135162.652087
  nChanged 596
		SP:Iteration 8Q (11379.650000 sec): 3 clusters
  Score: Raw -2138610.407765 + Penalty 3183.161184 = -2135427.246581
  nChanged 687
		SP:Iteration 9Q (11379.700000 sec): 3 clusters
  Score: Raw -2138947.383398 + Penalty 3183.161184 = -2135764.222214
  nChanged 706
		SP:Iteration 10Q (11379.750000 sec): 3 clusters
  Score: Raw -2139335.704927 + Penalty 3183.161184 = -2136152.543743
  nChanged 713
		SP:Iteration 11Q (11379.790000 sec): 3 clusters
  Score: Raw -2139764.686622 + Penalty 3183.161184 = -2136581.525438
  nChanged 720
		SP:Iteration 12Q (11379.840000 sec): 3 clusters
  Score: Raw -2140242.670638 + Penalty 3183.161184 = -2137059.509453
  nChanged 735
		SP:Iteration 13Q (11379.880000 sec): 3 clusters
  Score: Raw -2140688.191111 + Penalty 3183.161184 = -2137505.029927
  nChanged 667
		SP:Iteration 14Q (11379.920000 sec): 3 clusters
  Score: Raw -2141107.112019 + Penalty 3183.161184 = -2137923.950834
  nChanged 595
		SP:Iteration 15Q (11379.970000 sec): 3 clusters
  Score: Raw -2141462.985880 + Penalty 3183.161184 = -2138279.824696
  nChanged 508
		SP:Iteration 16Q (11380.010000 sec): 3 clusters
  Score: Raw -2141741.915205 + Penalty 3183.161184 = -2138558.754020
  nChanged 410
		SP:Iteration 17Q (11380.050000 sec): 3 clusters
  Score: Raw -2141942.490892 + Penalty 3183.161184 = -2138759.329707
  nChanged 333
		SP:Iteration 18Q (11380.090000 sec): 3 clusters
  Score: Raw -2142093.223415 + Penalty 3183.161184 = -2138910.062231
  nChanged 286
		SP:Iteration 19Q (11380.130000 sec): 3 clusters
  Score: Raw -2142227.485612 + Penalty 3183.161184 = -2139044.324428
  nChanged 270
		SP:Iteration 20F (11380.170000 sec): 3 clusters
  Score: Raw -2142347.078078 + Penalty 3183.161184 = -2139163.916894
  nChanged 231
		SP:Iteration 21Q (11380.210000 sec): 3 clusters
  Score: Raw -2142460.833878 + Penalty 3183.161184 = -2139277.672694
  nChanged 240
		SP:Iteration 22Q (11380.250000 sec): 3 clusters
  Score: Raw -2142584.047539 + Penalty 3183.161184 = -2139400.886355
  nChanged 239
		SP:Iteration 23Q (11380.290000 sec): 3 clusters
  Score: Raw -2142700.408592 + Penalty 3183.161184 = -2139517.247408
  nChanged 193
		SP:Iteration 24Q (11380.320000 sec): 3 clusters
  Score: Raw -2142793.432614 + Penalty 3183.161184 = -2139610.271430
  nChanged 171
		SP:Iteration 25Q (11380.360000 sec): 3 clusters
  Score: Raw -2142867.419222 + Penalty 3183.161184 = -2139684.258038
  nChanged 142
		SP:Iteration 26Q (11380.390000 sec): 3 clusters
  Score: Raw -2142929.542859 + Penalty 3183.161184 = -2139746.381674
  nChanged 145
		SP:Iteration 27Q (11380.430000 sec): 3 clusters
  Score: Raw -2143001.003852 + Penalty 3183.161184 = -2139817.842668
  nChanged 134
		SP:Iteration 28Q (11380.460000 sec): 3 clusters
  Score: Raw -2143072.163473 + Penalty 3183.161184 = -2139889.002289
  nChanged 120
		SP:Iteration 29Q (11380.500000 sec): 3 clusters
  Score: Raw -2143130.893140 + Penalty 3183.161184 = -2139947.731956
  nChanged 112
		SP:Iteration 30Q (11380.530000 sec): 3 clusters
  Score: Raw -2143179.614584 + Penalty 3183.161184 = -2139996.453400
  nChanged 90
		SP:Iteration 31Q (11380.570000 sec): 3 clusters
  Score: Raw -2143226.574334 + Penalty 3183.161184 = -2140043.413150
  nChanged 92
		SP:Iteration 32Q (11380.600000 sec): 3 clusters
  Score: Raw -2143279.613166 + Penalty 3183.161184 = -2140096.451981
  nChanged 101
		SP:Iteration 33Q (11380.640000 sec): 3 clusters
  Score: Raw -2143334.813526 + Penalty 3183.161184 = -2140151.652342
  nChanged 78
		SP:Iteration 34Q (11380.670000 sec): 3 clusters
  Score: Raw -2143371.571556 + Penalty 3183.161184 = -2140188.410372
  nChanged 77
		SP:Iteration 35Q (11380.700000 sec): 3 clusters
  Score: Raw -2143410.217100 + Penalty 3183.161184 = -2140227.055916
  nChanged 65
		SP:Iteration 36Q (11380.740000 sec): 3 clusters
  Score: Raw -2143443.412128 + Penalty 3183.161184 = -2140260.250944
  nChanged 51
		SP:Iteration 37Q (11380.770000 sec): 3 clusters
  Score: Raw -2143467.549664 + Penalty 3183.161184 = -2140284.388479
  nChanged 51
		SP:Iteration 38Q (11380.800000 sec): 3 clusters
  Score: Raw -2143489.928542 + Penalty 3183.161184 = -2140306.767358
  nChanged 43
		SP:Iteration 39Q (11380.840000 sec): 3 clusters
  Score: Raw -2143509.021912 + Penalty 3183.161184 = -2140325.860728
  nChanged 40
		SP:Iteration 40F (11380.880000 sec): 3 clusters
  Score: Raw -2143527.063939 + Penalty 3183.161184 = -2140343.902754
  nChanged 34
		SP:Iteration 41Q (11380.920000 sec): 3 clusters
  Score: Raw -2143545.312603 + Penalty 3183.161184 = -2140362.151419
  nChanged 27
		SP:Iteration 42Q (11380.950000 sec): 3 clusters
  Score: Raw -2143556.036500 + Penalty 3183.161184 = -2140372.875315
  nChanged 17
		SP:Iteration 43Q (11380.980000 sec): 3 clusters
  Score: Raw -2143563.472888 + Penalty 3183.161184 = -2140380.311704
  nChanged 17
		SP:Iteration 44Q (11381.020000 sec): 3 clusters
  Score: Raw -2143572.745165 + Penalty 3183.161184 = -2140389.583981
  nChanged 19
		SP:Iteration 45Q (11381.050000 sec): 3 clusters
  Score: Raw -2143582.828496 + Penalty 3183.161184 = -2140399.667312
  nChanged 12
		SP:Iteration 46Q (11381.080000 sec): 3 clusters
  Score: Raw -2143588.859095 + Penalty 3183.161184 = -2140405.697911
  nChanged 13
		SP:Iteration 47Q (11381.110000 sec): 3 clusters
  Score: Raw -2143595.153065 + Penalty 3183.161184 = -2140411.991881
  nChanged 8
		SP:Iteration 48Q (11381.140000 sec): 3 clusters
  Score: Raw -2143599.494776 + Penalty 3183.161184 = -2140416.333592
  nChanged 10
		SP:Iteration 49Q (11381.180000 sec): 3 clusters
  Score: Raw -2143605.478142 + Penalty 3183.161184 = -2140422.316958
  nChanged 10
		SP:Iteration 50Q (11381.210000 sec): 3 clusters
  Score: Raw -2143611.071595 + Penalty 3183.161184 = -2140427.910410
  nChanged 10
		SP:Iteration 51Q (11381.240000 sec): 3 clusters
  Score: Raw -2143614.948438 + Penalty 3183.161184 = -2140431.787254
  nChanged 7
		SP:Iteration 52Q (11381.270000 sec): 3 clusters
  Score: Raw -2143618.967066 + Penalty 3183.161184 = -2140435.805882
  nChanged 11
		SP:Iteration 53Q (11381.300000 sec): 3 clusters
  Score: Raw -2143624.192059 + Penalty 3183.161184 = -2140441.030875
  nChanged 7
		SP:Iteration 54Q (11381.340000 sec): 3 clusters
  Score: Raw -2143628.970332 + Penalty 3183.161184 = -2140445.809148
  nChanged 8
		SP:Iteration 55Q (11381.370000 sec): 3 clusters
  Score: Raw -2143633.590326 + Penalty 3183.161184 = -2140450.429142
  nChanged 5
		SP:Iteration 56Q (11381.400000 sec): 3 clusters
  Score: Raw -2143635.814081 + Penalty 3183.161184 = -2140452.652897
  nChanged 4
		SP:Iteration 57Q (11381.430000 sec): 3 clusters
  Score: Raw -2143637.828736 + Penalty 3183.161184 = -2140454.667551
  nChanged 4
		SP:Iteration 58Q (11381.460000 sec): 3 clusters
  Score: Raw -2143640.271125 + Penalty 3183.161184 = -2140457.109941
  nChanged 6
		SP:Iteration 59Q (11381.500000 sec): 3 clusters
  Score: Raw -2143642.501057 + Penalty 3183.161184 = -2140459.339872
  nChanged 3
		SP:Iteration 60F (11381.540000 sec): 3 clusters
  Score: Raw -2143644.089858 + Penalty 3183.161184 = -2140460.928674
  nChanged 1
		SP:Iteration 61Q (11381.570000 sec): 3 clusters
  Score: Raw -2143644.774683 + Penalty 3183.161184 = -2140461.613498
  nChanged 0
		SP:Iteration 62F (11381.620000 sec): 3 clusters
  Score: Raw -2143644.774683 + Penalty 3183.161184 = -2140461.613498
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (19991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11381.670000 sec): 2 clusters
  Score: Raw -2377213.755123 + Penalty 1609.243586 = -2375604.511537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11381.720000 sec): 3 clusters
  Score: Raw -2365282.466429 + Penalty 3218.487172 = -2362063.979257
  nChanged 9017
		SP:Iteration 1F (11381.770000 sec): 3 clusters
  Score: Raw -2370074.365364 + Penalty 3218.487172 = -2366855.878193
  nChanged 975
		SP:Iteration 2Q (11381.820000 sec): 3 clusters
  Score: Raw -2370429.007016 + Penalty 3218.487172 = -2367210.519844
  nChanged 881
		SP:Iteration 3Q (11381.880000 sec): 3 clusters
  Score: Raw -2370763.776344 + Penalty 3218.487172 = -2367545.289172
  nChanged 876
		SP:Iteration 4Q (11381.920000 sec): 3 clusters
  Score: Raw -2371145.119358 + Penalty 3218.487172 = -2367926.632187
  nChanged 896
		SP:Iteration 5Q (11381.980000 sec): 3 clusters
  Score: Raw -2371568.741833 + Penalty 3218.487172 = -2368350.254661
  nChanged 913
		SP:Iteration 6Q (11382.020000 sec): 3 clusters
  Score: Raw -2372084.117431 + Penalty 3218.487172 = -2368865.630260
  nChanged 985
		SP:Iteration 7Q (11382.080000 sec): 3 clusters
  Score: Raw -2372749.791760 + Penalty 3218.487172 = -2369531.304588
  nChanged 1049
		SP:Iteration 8F (11382.120000 sec): 3 clusters
  Score: Raw -2373502.635949 + Penalty 3218.487172 = -2370284.148777
  nChanged 1054
		SP:Iteration 9F (11382.170000 sec): 3 clusters
  Score: Raw -2374281.728867 + Penalty 3218.487172 = -2371063.241695
  nChanged 954
		SP:Iteration 10Q (11382.230000 sec): 3 clusters
  Score: Raw -2374941.210833 + Penalty 3218.487172 = -2371722.723662
  nChanged 780
		SP:Iteration 11Q (11382.280000 sec): 3 clusters
  Score: Raw -2375414.909473 + Penalty 3218.487172 = -2372196.422301
  nChanged 608
		SP:Iteration 12Q (11382.320000 sec): 3 clusters
  Score: Raw -2375777.786423 + Penalty 3218.487172 = -2372559.299252
  nChanged 551
		SP:Iteration 13Q (11382.370000 sec): 3 clusters
  Score: Raw -2376117.121498 + Penalty 3218.487172 = -2372898.634326
  nChanged 503
		SP:Iteration 14Q (11382.420000 sec): 3 clusters
  Score: Raw -2376446.230122 + Penalty 3218.487172 = -2373227.742950
  nChanged 423
		SP:Iteration 15Q (11382.460000 sec): 3 clusters
  Score: Raw -2376726.904587 + Penalty 3218.487172 = -2373508.417415
  nChanged 321
		SP:Iteration 16Q (11382.500000 sec): 3 clusters
  Score: Raw -2376940.882571 + Penalty 3218.487172 = -2373722.395399
  nChanged 231
		SP:Iteration 17Q (11382.540000 sec): 3 clusters
  Score: Raw -2377102.624731 + Penalty 3218.487172 = -2373884.137559
  nChanged 161
		SP:Iteration 18Q (11382.580000 sec): 3 clusters
  Score: Raw -2377217.718879 + Penalty 3218.487172 = -2373999.231707
  nChanged 98
		SP:Iteration 19Q (11382.620000 sec): 3 clusters
  Score: Raw -2377287.709648 + Penalty 3218.487172 = -2374069.222477
  nChanged 67
		SP:Iteration 20F (11382.670000 sec): 3 clusters
  Score: Raw -2377335.656032 + Penalty 3218.487172 = -2374117.168860
  nChanged 56
		SP:Iteration 21Q (11382.710000 sec): 3 clusters
  Score: Raw -2377372.324550 + Penalty 3218.487172 = -2374153.837378
  nChanged 41
		SP:Iteration 22Q (11382.740000 sec): 3 clusters
  Score: Raw -2377403.764481 + Penalty 3218.487172 = -2374185.277309
  nChanged 33
		SP:Iteration 23Q (11382.780000 sec): 3 clusters
  Score: Raw -2377427.081807 + Penalty 3218.487172 = -2374208.594635
  nChanged 27
		SP:Iteration 24Q (11382.820000 sec): 3 clusters
  Score: Raw -2377444.788902 + Penalty 3218.487172 = -2374226.301731
  nChanged 11
		SP:Iteration 25Q (11382.860000 sec): 3 clusters
  Score: Raw -2377452.265315 + Penalty 3218.487172 = -2374233.778143
  nChanged 16
		SP:Iteration 26Q (11382.900000 sec): 3 clusters
  Score: Raw -2377462.369262 + Penalty 3218.487172 = -2374243.882091
  nChanged 13
		SP:Iteration 27Q (11382.930000 sec): 3 clusters
  Score: Raw -2377472.505537 + Penalty 3218.487172 = -2374254.018365
  nChanged 10
		SP:Iteration 28Q (11382.960000 sec): 3 clusters
  Score: Raw -2377479.725728 + Penalty 3218.487172 = -2374261.238557
  nChanged 7
		SP:Iteration 29Q (11383.000000 sec): 3 clusters
  Score: Raw -2377485.779927 + Penalty 3218.487172 = -2374267.292755
  nChanged 11
		SP:Iteration 30Q (11383.040000 sec): 3 clusters
  Score: Raw -2377494.850975 + Penalty 3218.487172 = -2374276.363803
  nChanged 9
		SP:Iteration 31Q (11383.070000 sec): 3 clusters
  Score: Raw -2377504.418324 + Penalty 3218.487172 = -2374285.931153
  nChanged 6
		SP:Iteration 32Q (11383.110000 sec): 3 clusters
  Score: Raw -2377507.583348 + Penalty 3218.487172 = -2374289.096176
  nChanged 2
		SP:Iteration 33Q (11383.140000 sec): 3 clusters
  Score: Raw -2377509.404675 + Penalty 3218.487172 = -2374290.917503
  nChanged 1
		SP:Iteration 34Q (11383.180000 sec): 3 clusters
  Score: Raw -2377510.040411 + Penalty 3218.487172 = -2374291.553240
  nChanged 1
		SP:Iteration 35Q (11383.210000 sec): 3 clusters
  Score: Raw -2377510.523160 + Penalty 3218.487172 = -2374292.035989
  nChanged 0
		SP:Iteration 36F (11383.260000 sec): 3 clusters
  Score: Raw -2377510.523160 + Penalty 3218.487172 = -2374292.035989
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11383.480000 sec): 2 clusters
  Score: Raw -8029460.593580 + Penalty 1809.550908 = -8027651.042672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11383.660000 sec): 3 clusters
  Score: Raw -7985490.195311 + Penalty 3619.101817 = -7981871.093494
  nChanged 32416
		SP:Iteration 1F (11383.840000 sec): 3 clusters
  Score: Raw -8003370.590151 + Penalty 3619.101817 = -7999751.488334
  nChanged 2142
		SP:Iteration 2Q (11384.030000 sec): 3 clusters
  Score: Raw -8003855.148246 + Penalty 3619.101817 = -8000236.046429
  nChanged 2220
		SP:Iteration 3Q (11384.210000 sec): 3 clusters
  Score: Raw -8004458.013920 + Penalty 3619.101817 = -8000838.912103
  nChanged 2487
		SP:Iteration 4Q (11384.400000 sec): 3 clusters
  Score: Raw -8005297.783306 + Penalty 3619.101817 = -8001678.681489
  nChanged 2899
		SP:Iteration 5Q (11384.580000 sec): 3 clusters
  Score: Raw -8006557.066328 + Penalty 3619.101817 = -8002937.964511
  nChanged 3449
		SP:Iteration 6F (11384.760000 sec): 3 clusters
  Score: Raw -8008454.654622 + Penalty 3619.101817 = -8004835.552805
  nChanged 4130
		SP:Iteration 7F (11384.950000 sec): 3 clusters
  Score: Raw -8011269.633417 + Penalty 3619.101817 = -8007650.531600
  nChanged 4700
		SP:Iteration 8F (11385.130000 sec): 3 clusters
  Score: Raw -8014759.524269 + Penalty 3619.101817 = -8011140.422452
  nChanged 4677
		SP:Iteration 9F (11385.310000 sec): 3 clusters
  Score: Raw -8018057.178845 + Penalty 3619.101817 = -8014438.077028
  nChanged 4077
		SP:Iteration 10F (11385.490000 sec): 3 clusters
  Score: Raw -8020479.082241 + Penalty 3619.101817 = -8016859.980424
  nChanged 3208
		SP:Iteration 11Q (11385.680000 sec): 3 clusters
  Score: Raw -8022014.465131 + Penalty 3619.101817 = -8018395.363314
  nChanged 2329
		SP:Iteration 12Q (11385.860000 sec): 3 clusters
  Score: Raw -8022953.349370 + Penalty 3619.101817 = -8019334.247553
  nChanged 1810
		SP:Iteration 13Q (11386.030000 sec): 3 clusters
  Score: Raw -8023586.426036 + Penalty 3619.101817 = -8019967.324219
  nChanged 1457
		SP:Iteration 14Q (11386.200000 sec): 3 clusters
  Score: Raw -8024060.745440 + Penalty 3619.101817 = -8020441.643623
  nChanged 1301
		SP:Iteration 15Q (11386.380000 sec): 3 clusters
  Score: Raw -8024494.481001 + Penalty 3619.101817 = -8020875.379184
  nChanged 1205
		SP:Iteration 16Q (11386.550000 sec): 3 clusters
  Score: Raw -8024885.254461 + Penalty 3619.101817 = -8021266.152644
  nChanged 1184
		SP:Iteration 17Q (11386.720000 sec): 3 clusters
  Score: Raw -8025280.718528 + Penalty 3619.101817 = -8021661.616711
  nChanged 1171
		SP:Iteration 18Q (11386.890000 sec): 3 clusters
  Score: Raw -8025701.615205 + Penalty 3619.101817 = -8022082.513388
  nChanged 1211
		SP:Iteration 19Q (11387.050000 sec): 3 clusters
  Score: Raw -8026180.601135 + Penalty 3619.101817 = -8022561.499319
  nChanged 1187
		SP:Iteration 20F (11387.240000 sec): 3 clusters
  Score: Raw -8026672.411362 + Penalty 3619.101817 = -8023053.309546
  nChanged 1165
		SP:Iteration 21Q (11387.400000 sec): 3 clusters
  Score: Raw -8027153.501184 + Penalty 3619.101817 = -8023534.399367
  nChanged 1084
		SP:Iteration 22Q (11387.560000 sec): 3 clusters
  Score: Raw -8027635.753102 + Penalty 3619.101817 = -8024016.651285
  nChanged 983
		SP:Iteration 23Q (11387.710000 sec): 3 clusters
  Score: Raw -8028118.814307 + Penalty 3619.101817 = -8024499.712490
  nChanged 943
		SP:Iteration 24Q (11387.870000 sec): 3 clusters
  Score: Raw -8028692.283309 + Penalty 3619.101817 = -8025073.181492
  nChanged 870
		SP:Iteration 25Q (11388.020000 sec): 3 clusters
  Score: Raw -8029275.369011 + Penalty 3619.101817 = -8025656.267194
  nChanged 768
		SP:Iteration 26Q (11388.170000 sec): 3 clusters
  Score: Raw -8029851.357931 + Penalty 3619.101817 = -8026232.256114
  nChanged 653
		SP:Iteration 27Q (11388.320000 sec): 3 clusters
  Score: Raw -8030300.245606 + Penalty 3619.101817 = -8026681.143789
  nChanged 536
		SP:Iteration 28Q (11388.460000 sec): 3 clusters
  Score: Raw -8030580.310448 + Penalty 3619.101817 = -8026961.208631
  nChanged 396
		SP:Iteration 29Q (11388.600000 sec): 3 clusters
  Score: Raw -8030706.788794 + Penalty 3619.101817 = -8027087.686977
  nChanged 278
		SP:Iteration 30Q (11388.750000 sec): 3 clusters
  Score: Raw -8030773.989052 + Penalty 3619.101817 = -8027154.887235
  nChanged 208
		SP:Iteration 31Q (11388.890000 sec): 3 clusters
  Score: Raw -8030816.867054 + Penalty 3619.101817 = -8027197.765237
  nChanged 173
		SP:Iteration 32Q (11389.030000 sec): 3 clusters
  Score: Raw -8030847.267069 + Penalty 3619.101817 = -8027228.165252
  nChanged 150
		SP:Iteration 33Q (11389.170000 sec): 3 clusters
  Score: Raw -8030868.997281 + Penalty 3619.101817 = -8027249.895464
  nChanged 105
		SP:Iteration 34Q (11389.320000 sec): 3 clusters
  Score: Raw -8030883.072375 + Penalty 3619.101817 = -8027263.970558
  nChanged 76
		SP:Iteration 35Q (11389.450000 sec): 3 clusters
  Score: Raw -8030893.547789 + Penalty 3619.101817 = -8027274.445972
  nChanged 92
		SP:Iteration 36Q (11389.590000 sec): 3 clusters
  Score: Raw -8030904.643760 + Penalty 3619.101817 = -8027285.541943
  nChanged 73
		SP:Iteration 37Q (11389.730000 sec): 3 clusters
  Score: Raw -8030912.784009 + Penalty 3619.101817 = -8027293.682192
  nChanged 60
		SP:Iteration 38Q (11389.870000 sec): 3 clusters
  Score: Raw -8030918.941332 + Penalty 3619.101817 = -8027299.839515
  nChanged 51
		SP:Iteration 39Q (11390.010000 sec): 3 clusters
  Score: Raw -8030923.666879 + Penalty 3619.101817 = -8027304.565062
  nChanged 30
		SP:Iteration 40F (11390.190000 sec): 3 clusters
  Score: Raw -8030925.830900 + Penalty 3619.101817 = -8027306.729083
  nChanged 17
		SP:Iteration 41Q (11390.330000 sec): 3 clusters
  Score: Raw -8030927.469014 + Penalty 3619.101817 = -8027308.367197
  nChanged 21
		SP:Iteration 42Q (11390.470000 sec): 3 clusters
  Score: Raw -8030929.094328 + Penalty 3619.101817 = -8027309.992511
  nChanged 18
		SP:Iteration 43Q (11390.600000 sec): 3 clusters
  Score: Raw -8030930.153752 + Penalty 3619.101817 = -8027311.051935
  nChanged 13
		SP:Iteration 44Q (11390.740000 sec): 3 clusters
  Score: Raw -8030930.951385 + Penalty 3619.101817 = -8027311.849568
  nChanged 8
		SP:Iteration 45Q (11390.890000 sec): 3 clusters
  Score: Raw -8030931.399172 + Penalty 3619.101817 = -8027312.297355
  nChanged 8
		SP:Iteration 46Q (11391.020000 sec): 3 clusters
  Score: Raw -8030931.814128 + Penalty 3619.101817 = -8027312.712311
  nChanged 5
		SP:Iteration 47Q (11391.160000 sec): 3 clusters
  Score: Raw -8030932.026760 + Penalty 3619.101817 = -8027312.924943
  nChanged 7
		SP:Iteration 48Q (11391.300000 sec): 3 clusters
  Score: Raw -8030932.311059 + Penalty 3619.101817 = -8027313.209242
  nChanged 3
		SP:Iteration 49Q (11391.440000 sec): 3 clusters
  Score: Raw -8030932.415240 + Penalty 3619.101817 = -8027313.313423
  nChanged 1
		SP:Iteration 50Q (11391.580000 sec): 3 clusters
  Score: Raw -8030932.462904 + Penalty 3619.101817 = -8027313.361087
  nChanged 2
		SP:Iteration 51Q (11391.720000 sec): 3 clusters
  Score: Raw -8030932.599484 + Penalty 3619.101817 = -8027313.497667
  nChanged 3
		SP:Iteration 52Q (11391.860000 sec): 3 clusters
  Score: Raw -8030932.711384 + Penalty 3619.101817 = -8027313.609567
  nChanged 1
		SP:Iteration 53Q (11392.000000 sec): 3 clusters
  Score: Raw -8030932.747354 + Penalty 3619.101817 = -8027313.645537
  nChanged 2
		SP:Iteration 54Q (11392.140000 sec): 3 clusters
  Score: Raw -8030932.817088 + Penalty 3619.101817 = -8027313.715272
  nChanged 2
		SP:Iteration 55Q (11392.280000 sec): 3 clusters
  Score: Raw -8030932.887069 + Penalty 3619.101817 = -8027313.785252
  nChanged 1
		SP:Iteration 56Q (11392.420000 sec): 3 clusters
  Score: Raw -8030932.942406 + Penalty 3619.101817 = -8027313.840589
  nChanged 1
		SP:Iteration 57Q (11392.560000 sec): 3 clusters
  Score: Raw -8030932.965200 + Penalty 3619.101817 = -8027313.863383
  nChanged 0
		SP:Iteration 58F (11392.740000 sec): 3 clusters
  Score: Raw -8030932.965200 + Penalty 3619.101817 = -8027313.863383
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (29098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11392.840000 sec): 2 clusters
  Score: Raw -3322719.300969 + Penalty 1670.244017 = -3321049.056951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11392.920000 sec): 3 clusters
  Score: Raw -3304742.766539 + Penalty 3340.488035 = -3301402.278504
  nChanged 13279
		SP:Iteration 1F (11392.990000 sec): 3 clusters
  Score: Raw -3312199.937048 + Penalty 3340.488035 = -3308859.449013
  nChanged 1364
		SP:Iteration 2Q (11393.070000 sec): 3 clusters
  Score: Raw -3312679.404021 + Penalty 3340.488035 = -3309338.915987
  nChanged 1410
		SP:Iteration 3Q (11393.150000 sec): 3 clusters
  Score: Raw -3313247.156666 + Penalty 3340.488035 = -3309906.668631
  nChanged 1517
		SP:Iteration 4F (11393.220000 sec): 3 clusters
  Score: Raw -3314002.228559 + Penalty 3340.488035 = -3310661.740524
  nChanged 1788
		SP:Iteration 5F (11393.300000 sec): 3 clusters
  Score: Raw -3315107.384393 + Penalty 3340.488035 = -3311766.896358
  nChanged 2021
		SP:Iteration 6F (11393.380000 sec): 3 clusters
  Score: Raw -3316602.065441 + Penalty 3340.488035 = -3313261.577406
  nChanged 2133
		SP:Iteration 7F (11393.450000 sec): 3 clusters
  Score: Raw -3318451.880106 + Penalty 3340.488035 = -3315111.392071
  nChanged 1936
		SP:Iteration 8F (11393.520000 sec): 3 clusters
  Score: Raw -3320219.286679 + Penalty 3340.488035 = -3316878.798644
  nChanged 1410
		SP:Iteration 9Q (11393.600000 sec): 3 clusters
  Score: Raw -3321553.468258 + Penalty 3340.488035 = -3318212.980223
  nChanged 807
		SP:Iteration 10Q (11393.670000 sec): 3 clusters
  Score: Raw -3322320.296451 + Penalty 3340.488035 = -3318979.808416
  nChanged 384
		SP:Iteration 11Q (11393.740000 sec): 3 clusters
  Score: Raw -3322679.484257 + Penalty 3340.488035 = -3319338.996223
  nChanged 153
		SP:Iteration 12Q (11393.800000 sec): 3 clusters
  Score: Raw -3322814.968745 + Penalty 3340.488035 = -3319474.480710
  nChanged 82
		SP:Iteration 13Q (11393.860000 sec): 3 clusters
  Score: Raw -3322884.644898 + Penalty 3340.488035 = -3319544.156863
  nChanged 44
		SP:Iteration 14Q (11393.910000 sec): 3 clusters
  Score: Raw -3322930.415071 + Penalty 3340.488035 = -3319589.927036
  nChanged 29
		SP:Iteration 15Q (11393.960000 sec): 3 clusters
  Score: Raw -3322961.331011 + Penalty 3340.488035 = -3319620.842976
  nChanged 19
		SP:Iteration 16Q (11394.020000 sec): 3 clusters
  Score: Raw -3322983.813442 + Penalty 3340.488035 = -3319643.325408
  nChanged 13
		SP:Iteration 17Q (11394.070000 sec): 3 clusters
  Score: Raw -3322995.907352 + Penalty 3340.488035 = -3319655.419317
  nChanged 9
		SP:Iteration 18Q (11394.130000 sec): 3 clusters
  Score: Raw -3323005.218653 + Penalty 3340.488035 = -3319664.730618
  nChanged 9
		SP:Iteration 19Q (11394.180000 sec): 3 clusters
  Score: Raw -3323012.559712 + Penalty 3340.488035 = -3319672.071677
  nChanged 3
		SP:Iteration 20F (11394.260000 sec): 3 clusters
  Score: Raw -3323015.062005 + Penalty 3340.488035 = -3319674.573970
  nChanged 1
		SP:Iteration 21Q (11394.310000 sec): 3 clusters
  Score: Raw -3323015.496547 + Penalty 3340.488035 = -3319675.008513
  nChanged 0
		SP:Iteration 22F (11394.380000 sec): 3 clusters
  Score: Raw -3323015.496547 + Penalty 3340.488035 = -3319675.008513
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11394.430000 sec): 2 clusters
  Score: Raw -1729848.266591 + Penalty 1554.324433 = -1728293.942158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11394.460000 sec): 3 clusters
  Score: Raw -1721458.128951 + Penalty 3108.648865 = -1718349.480085
  nChanged 6339
		SP:Iteration 1F (11394.500000 sec): 3 clusters
  Score: Raw -1724865.657321 + Penalty 3108.648865 = -1721757.008455
  nChanged 711
		SP:Iteration 2Q (11394.540000 sec): 3 clusters
  Score: Raw -1725094.626936 + Penalty 3108.648865 = -1721985.978071
  nChanged 547
		SP:Iteration 3Q (11394.570000 sec): 3 clusters
  Score: Raw -1725260.604544 + Penalty 3108.648865 = -1722151.955679
  nChanged 492
		SP:Iteration 4Q (11394.610000 sec): 3 clusters
  Score: Raw -1725412.170596 + Penalty 3108.648865 = -1722303.521731
  nChanged 452
		SP:Iteration 5Q (11394.650000 sec): 3 clusters
  Score: Raw -1725545.795929 + Penalty 3108.648865 = -1722437.147063
  nChanged 433
		SP:Iteration 6Q (11394.680000 sec): 3 clusters
  Score: Raw -1725685.588589 + Penalty 3108.648865 = -1722576.939723
  nChanged 411
		SP:Iteration 7Q (11394.720000 sec): 3 clusters
  Score: Raw -1725820.382194 + Penalty 3108.648865 = -1722711.733329
  nChanged 437
		SP:Iteration 8Q (11394.760000 sec): 3 clusters
  Score: Raw -1725973.517899 + Penalty 3108.648865 = -1722864.869034
  nChanged 411
		SP:Iteration 9Q (11394.800000 sec): 3 clusters
  Score: Raw -1726139.771677 + Penalty 3108.648865 = -1723031.122812
  nChanged 455
		SP:Iteration 10Q (11394.840000 sec): 3 clusters
  Score: Raw -1726352.315039 + Penalty 3108.648865 = -1723243.666174
  nChanged 501
		SP:Iteration 11Q (11394.870000 sec): 3 clusters
  Score: Raw -1726628.901785 + Penalty 3108.648865 = -1723520.252920
  nChanged 562
		SP:Iteration 12Q (11394.910000 sec): 3 clusters
  Score: Raw -1726961.073224 + Penalty 3108.648865 = -1723852.424359
  nChanged 610
		SP:Iteration 13Q (11394.940000 sec): 3 clusters
  Score: Raw -1727315.272108 + Penalty 3108.648865 = -1724206.623242
  nChanged 546
		SP:Iteration 14Q (11394.980000 sec): 3 clusters
  Score: Raw -1727584.683848 + Penalty 3108.648865 = -1724476.034983
  nChanged 448
		SP:Iteration 15Q (11395.020000 sec): 3 clusters
  Score: Raw -1727755.245108 + Penalty 3108.648865 = -1724646.596242
  nChanged 299
		SP:Iteration 16Q (11395.050000 sec): 3 clusters
  Score: Raw -1727861.018543 + Penalty 3108.648865 = -1724752.369677
  nChanged 245
		SP:Iteration 17Q (11395.090000 sec): 3 clusters
  Score: Raw -1727939.799162 + Penalty 3108.648865 = -1724831.150297
  nChanged 199
		SP:Iteration 18Q (11395.120000 sec): 3 clusters
  Score: Raw -1727999.308471 + Penalty 3108.648865 = -1724890.659605
  nChanged 170
		SP:Iteration 19Q (11395.150000 sec): 3 clusters
  Score: Raw -1728056.041534 + Penalty 3108.648865 = -1724947.392669
  nChanged 164
		SP:Iteration 20F (11395.190000 sec): 3 clusters
  Score: Raw -1728108.134618 + Penalty 3108.648865 = -1724999.485752
  nChanged 146
		SP:Iteration 21Q (11395.220000 sec): 3 clusters
  Score: Raw -1728157.297588 + Penalty 3108.648865 = -1725048.648722
  nChanged 155
		SP:Iteration 22Q (11395.250000 sec): 3 clusters
  Score: Raw -1728214.590449 + Penalty 3108.648865 = -1725105.941584
  nChanged 166
		SP:Iteration 23Q (11395.280000 sec): 3 clusters
  Score: Raw -1728277.745285 + Penalty 3108.648865 = -1725169.096419
  nChanged 192
		SP:Iteration 24Q (11395.320000 sec): 3 clusters
  Score: Raw -1728349.888711 + Penalty 3108.648865 = -1725241.239846
  nChanged 185
		SP:Iteration 25Q (11395.350000 sec): 3 clusters
  Score: Raw -1728416.115078 + Penalty 3108.648865 = -1725307.466212
  nChanged 192
		SP:Iteration 26Q (11395.380000 sec): 3 clusters
  Score: Raw -1728482.987216 + Penalty 3108.648865 = -1725374.338350
  nChanged 182
		SP:Iteration 27Q (11395.420000 sec): 3 clusters
  Score: Raw -1728552.414891 + Penalty 3108.648865 = -1725443.766025
  nChanged 201
		SP:Iteration 28Q (11395.440000 sec): 3 clusters
  Score: Raw -1728632.016790 + Penalty 3108.648865 = -1725523.367925
  nChanged 191
		SP:Iteration 29Q (11395.480000 sec): 3 clusters
  Score: Raw -1728706.137141 + Penalty 3108.648865 = -1725597.488276
  nChanged 185
		SP:Iteration 30Q (11395.510000 sec): 3 clusters
  Score: Raw -1728773.807166 + Penalty 3108.648865 = -1725665.158301
  nChanged 188
		SP:Iteration 31Q (11395.540000 sec): 3 clusters
  Score: Raw -1728845.114384 + Penalty 3108.648865 = -1725736.465518
  nChanged 178
		SP:Iteration 32Q (11395.570000 sec): 3 clusters
  Score: Raw -1728910.790014 + Penalty 3108.648865 = -1725802.141149
  nChanged 152
		SP:Iteration 33Q (11395.600000 sec): 3 clusters
  Score: Raw -1728964.621387 + Penalty 3108.648865 = -1725855.972522
  nChanged 141
		SP:Iteration 34Q (11395.630000 sec): 3 clusters
  Score: Raw -1729009.345862 + Penalty 3108.648865 = -1725900.696997
  nChanged 124
		SP:Iteration 35Q (11395.660000 sec): 3 clusters
  Score: Raw -1729048.083347 + Penalty 3108.648865 = -1725939.434482
  nChanged 115
		SP:Iteration 36Q (11395.690000 sec): 3 clusters
  Score: Raw -1729085.151063 + Penalty 3108.648865 = -1725976.502198
  nChanged 105
		SP:Iteration 37Q (11395.720000 sec): 3 clusters
  Score: Raw -1729116.022146 + Penalty 3108.648865 = -1726007.373281
  nChanged 108
		SP:Iteration 38Q (11395.750000 sec): 3 clusters
  Score: Raw -1729148.748016 + Penalty 3108.648865 = -1726040.099150
  nChanged 102
		SP:Iteration 39Q (11395.780000 sec): 3 clusters
  Score: Raw -1729182.644570 + Penalty 3108.648865 = -1726073.995705
  nChanged 99
		SP:Iteration 40F (11395.820000 sec): 3 clusters
  Score: Raw -1729218.502781 + Penalty 3108.648865 = -1726109.853916
  nChanged 93
		SP:Iteration 41Q (11395.850000 sec): 3 clusters
  Score: Raw -1729248.267318 + Penalty 3108.648865 = -1726139.618452
  nChanged 90
		SP:Iteration 42Q (11395.880000 sec): 3 clusters
  Score: Raw -1729282.741550 + Penalty 3108.648865 = -1726174.092684
  nChanged 108
		SP:Iteration 43Q (11395.900000 sec): 3 clusters
  Score: Raw -1729320.005733 + Penalty 3108.648865 = -1726211.356868
  nChanged 93
		SP:Iteration 44Q (11395.940000 sec): 3 clusters
  Score: Raw -1729352.315029 + Penalty 3108.648865 = -1726243.666163
  nChanged 88
		SP:Iteration 45Q (11395.960000 sec): 3 clusters
  Score: Raw -1729377.749417 + Penalty 3108.648865 = -1726269.100552
  nChanged 73
		SP:Iteration 46Q (11395.990000 sec): 3 clusters
  Score: Raw -1729401.190662 + Penalty 3108.648865 = -1726292.541797
  nChanged 78
		SP:Iteration 47Q (11396.020000 sec): 3 clusters
  Score: Raw -1729425.127853 + Penalty 3108.648865 = -1726316.478987
  nChanged 70
		SP:Iteration 48Q (11396.050000 sec): 3 clusters
  Score: Raw -1729447.544819 + Penalty 3108.648865 = -1726338.895954
  nChanged 67
		SP:Iteration 49Q (11396.080000 sec): 3 clusters
  Score: Raw -1729469.276579 + Penalty 3108.648865 = -1726360.627714
  nChanged 58
		SP:Iteration 50Q (11396.100000 sec): 3 clusters
  Score: Raw -1729485.898313 + Penalty 3108.648865 = -1726377.249448
  nChanged 46
		SP:Iteration 51Q (11396.140000 sec): 3 clusters
  Score: Raw -1729501.398534 + Penalty 3108.648865 = -1726392.749668
  nChanged 53
		SP:Iteration 52Q (11396.160000 sec): 3 clusters
  Score: Raw -1729518.704672 + Penalty 3108.648865 = -1726410.055807
  nChanged 48
		SP:Iteration 53Q (11396.190000 sec): 3 clusters
  Score: Raw -1729533.921140 + Penalty 3108.648865 = -1726425.272274
  nChanged 50
		SP:Iteration 54Q (11396.220000 sec): 3 clusters
  Score: Raw -1729551.196146 + Penalty 3108.648865 = -1726442.547281
  nChanged 49
		SP:Iteration 55Q (11396.250000 sec): 3 clusters
  Score: Raw -1729572.966276 + Penalty 3108.648865 = -1726464.317411
  nChanged 52
		SP:Iteration 56Q (11396.280000 sec): 3 clusters
  Score: Raw -1729592.137017 + Penalty 3108.648865 = -1726483.488151
  nChanged 45
		SP:Iteration 57Q (11396.310000 sec): 3 clusters
  Score: Raw -1729607.020774 + Penalty 3108.648865 = -1726498.371909
  nChanged 42
		SP:Iteration 58Q (11396.340000 sec): 3 clusters
  Score: Raw -1729620.069211 + Penalty 3108.648865 = -1726511.420346
  nChanged 37
		SP:Iteration 59Q (11396.360000 sec): 3 clusters
  Score: Raw -1729631.044764 + Penalty 3108.648865 = -1726522.395898
  nChanged 39
		SP:Iteration 60F (11396.400000 sec): 3 clusters
  Score: Raw -1729641.988184 + Penalty 3108.648865 = -1726533.339319
  nChanged 39
		SP:Iteration 61Q (11396.430000 sec): 3 clusters
  Score: Raw -1729653.803975 + Penalty 3108.648865 = -1726545.155110
  nChanged 40
		SP:Iteration 62Q (11396.460000 sec): 3 clusters
  Score: Raw -1729665.392000 + Penalty 3108.648865 = -1726556.743135
  nChanged 38
		SP:Iteration 63Q (11396.480000 sec): 3 clusters
  Score: Raw -1729675.715372 + Penalty 3108.648865 = -1726567.066507
  nChanged 35
		SP:Iteration 64Q (11396.510000 sec): 3 clusters
  Score: Raw -1729686.695988 + Penalty 3108.648865 = -1726578.047122
  nChanged 42
		SP:Iteration 65Q (11396.540000 sec): 3 clusters
  Score: Raw -1729701.020072 + Penalty 3108.648865 = -1726592.371207
  nChanged 32
		SP:Iteration 66Q (11396.570000 sec): 3 clusters
  Score: Raw -1729712.058452 + Penalty 3108.648865 = -1726603.409586
  nChanged 33
		SP:Iteration 67Q (11396.600000 sec): 3 clusters
  Score: Raw -1729723.583445 + Penalty 3108.648865 = -1726614.934580
  nChanged 34
		SP:Iteration 68Q (11396.620000 sec): 3 clusters
  Score: Raw -1729734.216060 + Penalty 3108.648865 = -1726625.567195
  nChanged 33
		SP:Iteration 69Q (11396.650000 sec): 3 clusters
  Score: Raw -1729747.261220 + Penalty 3108.648865 = -1726638.612355
  nChanged 35
		SP:Iteration 70Q (11396.680000 sec): 3 clusters
  Score: Raw -1729761.428946 + Penalty 3108.648865 = -1726652.780081
  nChanged 30
		SP:Iteration 71Q (11396.710000 sec): 3 clusters
  Score: Raw -1729771.456322 + Penalty 3108.648865 = -1726662.807456
  nChanged 19
		SP:Iteration 72Q (11396.740000 sec): 3 clusters
  Score: Raw -1729778.011421 + Penalty 3108.648865 = -1726669.362556
  nChanged 21
		SP:Iteration 73Q (11396.760000 sec): 3 clusters
  Score: Raw -1729785.576411 + Penalty 3108.648865 = -1726676.927545
  nChanged 19
		SP:Iteration 74Q (11396.780000 sec): 3 clusters
  Score: Raw -1729794.218019 + Penalty 3108.648865 = -1726685.569154
  nChanged 25
		SP:Iteration 75Q (11396.810000 sec): 3 clusters
  Score: Raw -1729803.821359 + Penalty 3108.648865 = -1726695.172493
  nChanged 13
		SP:Iteration 76Q (11396.840000 sec): 3 clusters
  Score: Raw -1729807.424467 + Penalty 3108.648865 = -1726698.775601
  nChanged 18
		SP:Iteration 77Q (11396.860000 sec): 3 clusters
  Score: Raw -1729811.993156 + Penalty 3108.648865 = -1726703.344290
  nChanged 15
		SP:Iteration 78Q (11396.890000 sec): 3 clusters
  Score: Raw -1729817.272729 + Penalty 3108.648865 = -1726708.623863
  nChanged 16
		SP:Iteration 79Q (11396.920000 sec): 3 clusters
  Score: Raw -1729822.090185 + Penalty 3108.648865 = -1726713.441319
  nChanged 10
		SP:Iteration 80F (11396.950000 sec): 3 clusters
  Score: Raw -1729824.775733 + Penalty 3108.648865 = -1726716.126868
  nChanged 8
		SP:Iteration 81Q (11396.980000 sec): 3 clusters
  Score: Raw -1729826.698035 + Penalty 3108.648865 = -1726718.049170
  nChanged 6
		SP:Iteration 82Q (11397.000000 sec): 3 clusters
  Score: Raw -1729828.423924 + Penalty 3108.648865 = -1726719.775058
  nChanged 9
		SP:Iteration 83Q (11397.030000 sec): 3 clusters
  Score: Raw -1729831.294655 + Penalty 3108.648865 = -1726722.645789
  nChanged 5
		SP:Iteration 84Q (11397.060000 sec): 3 clusters
  Score: Raw -1729832.669789 + Penalty 3108.648865 = -1726724.020924
  nChanged 6
		SP:Iteration 85Q (11397.080000 sec): 3 clusters
  Score: Raw -1729834.190271 + Penalty 3108.648865 = -1726725.541406
  nChanged 6
		SP:Iteration 86Q (11397.110000 sec): 3 clusters
  Score: Raw -1729836.337832 + Penalty 3108.648865 = -1726727.688967
  nChanged 7
		SP:Iteration 87Q (11397.140000 sec): 3 clusters
  Score: Raw -1729839.011713 + Penalty 3108.648865 = -1726730.362847
  nChanged 11
		SP:Iteration 88Q (11397.160000 sec): 3 clusters
  Score: Raw -1729842.743294 + Penalty 3108.648865 = -1726734.094428
  nChanged 10
		SP:Iteration 89Q (11397.190000 sec): 3 clusters
  Score: Raw -1729846.719087 + Penalty 3108.648865 = -1726738.070222
  nChanged 16
		SP:Iteration 90Q (11397.220000 sec): 3 clusters
  Score: Raw -1729852.788991 + Penalty 3108.648865 = -1726744.140125
  nChanged 18
		SP:Iteration 91Q (11397.240000 sec): 3 clusters
  Score: Raw -1729861.072624 + Penalty 3108.648865 = -1726752.423759
  nChanged 18
		SP:Iteration 92Q (11397.270000 sec): 3 clusters
  Score: Raw -1729869.096084 + Penalty 3108.648865 = -1726760.447219
  nChanged 20
		SP:Iteration 93Q (11397.290000 sec): 3 clusters
  Score: Raw -1729881.154475 + Penalty 3108.648865 = -1726772.505610
  nChanged 25
		SP:Iteration 94Q (11397.320000 sec): 3 clusters
  Score: Raw -1729893.131376 + Penalty 3108.648865 = -1726784.482511
  nChanged 17
		SP:Iteration 95Q (11397.340000 sec): 3 clusters
  Score: Raw -1729899.760777 + Penalty 3108.648865 = -1726791.111912
  nChanged 16
		SP:Iteration 96Q (11397.370000 sec): 3 clusters
  Score: Raw -1729905.615945 + Penalty 3108.648865 = -1726796.967080
  nChanged 15
		SP:Iteration 97Q (11397.400000 sec): 3 clusters
  Score: Raw -1729912.239400 + Penalty 3108.648865 = -1726803.590535
  nChanged 16
		SP:Iteration 98Q (11397.420000 sec): 3 clusters
  Score: Raw -1729918.002153 + Penalty 3108.648865 = -1726809.353287
  nChanged 13
		SP:Iteration 99Q (11397.450000 sec): 3 clusters
  Score: Raw -1729922.830078 + Penalty 3108.648865 = -1726814.181213
  nChanged 9
		SP:Iteration 100F (11397.490000 sec): 3 clusters
  Score: Raw -1729925.639608 + Penalty 3108.648865 = -1726816.990742
  nChanged 6
		SP:Iteration 101Q (11397.510000 sec): 3 clusters
  Score: Raw -1729927.681577 + Penalty 3108.648865 = -1726819.032711
  nChanged 8
		SP:Iteration 102Q (11397.540000 sec): 3 clusters
  Score: Raw -1729929.831580 + Penalty 3108.648865 = -1726821.182714
  nChanged 7
		SP:Iteration 103Q (11397.560000 sec): 3 clusters
  Score: Raw -1729933.836817 + Penalty 3108.648865 = -1726825.187952
  nChanged 8
		SP:Iteration 104Q (11397.590000 sec): 3 clusters
  Score: Raw -1729936.309948 + Penalty 3108.648865 = -1726827.661083
  nChanged 6
		SP:Iteration 105Q (11397.620000 sec): 3 clusters
  Score: Raw -1729939.456656 + Penalty 3108.648865 = -1726830.807791
  nChanged 6
		SP:Iteration 106Q (11397.640000 sec): 3 clusters
  Score: Raw -1729942.760157 + Penalty 3108.648865 = -1726834.111292
  nChanged 6
		SP:Iteration 107Q (11397.660000 sec): 3 clusters
  Score: Raw -1729945.324042 + Penalty 3108.648865 = -1726836.675177
  nChanged 4
		SP:Iteration 108Q (11397.690000 sec): 3 clusters
  Score: Raw -1729946.941010 + Penalty 3108.648865 = -1726838.292145
  nChanged 4
		SP:Iteration 109Q (11397.720000 sec): 3 clusters
  Score: Raw -1729948.573116 + Penalty 3108.648865 = -1726839.924251
  nChanged 3
		SP:Iteration 110Q (11397.740000 sec): 3 clusters
  Score: Raw -1729949.521665 + Penalty 3108.648865 = -1726840.872800
  nChanged 1
		SP:Iteration 111Q (11397.760000 sec): 3 clusters
  Score: Raw -1729949.819288 + Penalty 3108.648865 = -1726841.170422
  nChanged 0
		SP:Iteration 112F (11397.800000 sec): 3 clusters
  Score: Raw -1729949.819288 + Penalty 3108.648865 = -1726841.170422
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11397.810000 sec): 2 clusters
  Score: Raw -131107.822984 + Penalty 1161.733885 = -129946.089099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11397.820000 sec): 3 clusters
  Score: Raw -130693.704257 + Penalty 2323.467770 = -128370.236487
  nChanged 426
		SP:Iteration 1F (11397.820000 sec): 3 clusters
  Score: Raw -131121.766480 + Penalty 2323.467770 = -128798.298711
  nChanged 115
		SP:Iteration 2F (11397.820000 sec): 3 clusters
  Score: Raw -131301.055852 + Penalty 2323.467770 = -128977.588082
  nChanged 93
		SP:Iteration 3F (11397.820000 sec): 3 clusters
  Score: Raw -131426.598389 + Penalty 2323.467770 = -129103.130619
  nChanged 59
		SP:Iteration 4Q (11397.830000 sec): 3 clusters
  Score: Raw -131518.665146 + Penalty 2323.467770 = -129195.197376
  nChanged 55
		SP:Iteration 5Q (11397.830000 sec): 3 clusters
  Score: Raw -131591.516567 + Penalty 2323.467770 = -129268.048798
  nChanged 36
		SP:Iteration 6Q (11397.840000 sec): 3 clusters
  Score: Raw -131637.729897 + Penalty 2323.467770 = -129314.262128
  nChanged 30
		SP:Iteration 7Q (11397.840000 sec): 3 clusters
  Score: Raw -131674.774012 + Penalty 2323.467770 = -129351.306243
  nChanged 27
		SP:Iteration 8Q (11397.840000 sec): 3 clusters
  Score: Raw -131698.038362 + Penalty 2323.467770 = -129374.570593
  nChanged 14
		SP:Iteration 9Q (11397.840000 sec): 3 clusters
  Score: Raw -131711.759868 + Penalty 2323.467770 = -129388.292098
  nChanged 8
		SP:Iteration 10Q (11397.840000 sec): 3 clusters
  Score: Raw -131718.147765 + Penalty 2323.467770 = -129394.679995
  nChanged 5
		SP:Iteration 11Q (11397.850000 sec): 3 clusters
  Score: Raw -131721.155659 + Penalty 2323.467770 = -129397.687890
  nChanged 2
		SP:Iteration 12Q (11397.850000 sec): 3 clusters
  Score: Raw -131722.728592 + Penalty 2323.467770 = -129399.260822
  nChanged 0
		SP:Iteration 13F (11397.860000 sec): 3 clusters
  Score: Raw -131722.728592 + Penalty 2323.467770 = -129399.260822
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (14476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11397.900000 sec): 2 clusters
  Score: Raw -1662198.597172 + Penalty 1556.790200 = -1660641.806972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11397.930000 sec): 3 clusters
  Score: Raw -1653699.982878 + Penalty 3113.580400 = -1650586.402478
  nChanged 6428
		SP:Iteration 1F (11397.970000 sec): 3 clusters
  Score: Raw -1657233.346523 + Penalty 3113.580400 = -1654119.766123
  nChanged 805
		SP:Iteration 2F (11398.000000 sec): 3 clusters
  Score: Raw -1657570.005799 + Penalty 3113.580400 = -1654456.425399
  nChanged 689
		SP:Iteration 3Q (11398.040000 sec): 3 clusters
  Score: Raw -1657867.841964 + Penalty 3113.580400 = -1654754.261564
  nChanged 694
		SP:Iteration 4Q (11398.070000 sec): 3 clusters
  Score: Raw -1658171.457635 + Penalty 3113.580400 = -1655057.877235
  nChanged 656
		SP:Iteration 5Q (11398.110000 sec): 3 clusters
  Score: Raw -1658479.478935 + Penalty 3113.580400 = -1655365.898535
  nChanged 689
		SP:Iteration 6Q (11398.150000 sec): 3 clusters
  Score: Raw -1658831.157742 + Penalty 3113.580400 = -1655717.577342
  nChanged 701
		SP:Iteration 7Q (11398.180000 sec): 3 clusters
  Score: Raw -1659244.560005 + Penalty 3113.580400 = -1656130.979605
  nChanged 703
		SP:Iteration 8Q (11398.220000 sec): 3 clusters
  Score: Raw -1659703.648325 + Penalty 3113.580400 = -1656590.067925
  nChanged 730
		SP:Iteration 9F (11398.260000 sec): 3 clusters
  Score: Raw -1660216.937208 + Penalty 3113.580400 = -1657103.356808
  nChanged 689
		SP:Iteration 10Q (11398.290000 sec): 3 clusters
  Score: Raw -1660686.166819 + Penalty 3113.580400 = -1657572.586419
  nChanged 578
		SP:Iteration 11Q (11398.330000 sec): 3 clusters
  Score: Raw -1661023.921939 + Penalty 3113.580400 = -1657910.341539
  nChanged 459
		SP:Iteration 12Q (11398.360000 sec): 3 clusters
  Score: Raw -1661250.459475 + Penalty 3113.580400 = -1658136.879075
  nChanged 347
		SP:Iteration 13Q (11398.400000 sec): 3 clusters
  Score: Raw -1661407.013091 + Penalty 3113.580400 = -1658293.432691
  nChanged 290
		SP:Iteration 14Q (11398.430000 sec): 3 clusters
  Score: Raw -1661520.723839 + Penalty 3113.580400 = -1658407.143439
  nChanged 216
		SP:Iteration 15Q (11398.460000 sec): 3 clusters
  Score: Raw -1661595.423145 + Penalty 3113.580400 = -1658481.842745
  nChanged 184
		SP:Iteration 16Q (11398.500000 sec): 3 clusters
  Score: Raw -1661654.407290 + Penalty 3113.580400 = -1658540.826890
  nChanged 139
		SP:Iteration 17Q (11398.540000 sec): 3 clusters
  Score: Raw -1661686.065091 + Penalty 3113.580400 = -1658572.484691
  nChanged 114
		SP:Iteration 18Q (11398.570000 sec): 3 clusters
  Score: Raw -1661712.549724 + Penalty 3113.580400 = -1658598.969324
  nChanged 98
		SP:Iteration 19Q (11398.610000 sec): 3 clusters
  Score: Raw -1661735.755564 + Penalty 3113.580400 = -1658622.175164
  nChanged 107
		SP:Iteration 20F (11398.640000 sec): 3 clusters
  Score: Raw -1661763.984136 + Penalty 3113.580400 = -1658650.403736
  nChanged 108
		SP:Iteration 21Q (11398.680000 sec): 3 clusters
  Score: Raw -1661789.221648 + Penalty 3113.580400 = -1658675.641248
  nChanged 88
		SP:Iteration 22Q (11398.710000 sec): 3 clusters
  Score: Raw -1661807.714409 + Penalty 3113.580400 = -1658694.134009
  nChanged 77
		SP:Iteration 23Q (11398.740000 sec): 3 clusters
  Score: Raw -1661822.669788 + Penalty 3113.580400 = -1658709.089388
  nChanged 70
		SP:Iteration 24Q (11398.780000 sec): 3 clusters
  Score: Raw -1661835.800244 + Penalty 3113.580400 = -1658722.219844
  nChanged 57
		SP:Iteration 25Q (11398.810000 sec): 3 clusters
  Score: Raw -1661844.580080 + Penalty 3113.580400 = -1658730.999680
  nChanged 49
		SP:Iteration 26Q (11398.840000 sec): 3 clusters
  Score: Raw -1661850.848274 + Penalty 3113.580400 = -1658737.267874
  nChanged 48
		SP:Iteration 27Q (11398.880000 sec): 3 clusters
  Score: Raw -1661859.424343 + Penalty 3113.580400 = -1658745.843943
  nChanged 48
		SP:Iteration 28Q (11398.910000 sec): 3 clusters
  Score: Raw -1661866.334531 + Penalty 3113.580400 = -1658752.754131
  nChanged 48
		SP:Iteration 29Q (11398.940000 sec): 3 clusters
  Score: Raw -1661873.874387 + Penalty 3113.580400 = -1658760.293987
  nChanged 47
		SP:Iteration 30Q (11398.980000 sec): 3 clusters
  Score: Raw -1661882.149176 + Penalty 3113.580400 = -1658768.568776
  nChanged 44
		SP:Iteration 31Q (11399.010000 sec): 3 clusters
  Score: Raw -1661888.929600 + Penalty 3113.580400 = -1658775.349200
  nChanged 36
		SP:Iteration 32Q (11399.040000 sec): 3 clusters
  Score: Raw -1661894.490029 + Penalty 3113.580400 = -1658780.909629
  nChanged 34
		SP:Iteration 33Q (11399.070000 sec): 3 clusters
  Score: Raw -1661898.712522 + Penalty 3113.580400 = -1658785.132122
  nChanged 25
		SP:Iteration 34Q (11399.110000 sec): 3 clusters
  Score: Raw -1661902.315655 + Penalty 3113.580400 = -1658788.735255
  nChanged 44
		SP:Iteration 35Q (11399.140000 sec): 3 clusters
  Score: Raw -1661908.315721 + Penalty 3113.580400 = -1658794.735321
  nChanged 39
		SP:Iteration 36Q (11399.170000 sec): 3 clusters
  Score: Raw -1661914.592491 + Penalty 3113.580400 = -1658801.012091
  nChanged 41
		SP:Iteration 37Q (11399.200000 sec): 3 clusters
  Score: Raw -1661922.099083 + Penalty 3113.580400 = -1658808.518683
  nChanged 37
		SP:Iteration 38Q (11399.240000 sec): 3 clusters
  Score: Raw -1661927.420272 + Penalty 3113.580400 = -1658813.839872
  nChanged 32
		SP:Iteration 39Q (11399.270000 sec): 3 clusters
  Score: Raw -1661931.722718 + Penalty 3113.580400 = -1658818.142318
  nChanged 34
		SP:Iteration 40F (11399.300000 sec): 3 clusters
  Score: Raw -1661936.427383 + Penalty 3113.580400 = -1658822.846983
  nChanged 32
		SP:Iteration 41Q (11399.340000 sec): 3 clusters
  Score: Raw -1661940.553648 + Penalty 3113.580400 = -1658826.973248
  nChanged 37
		SP:Iteration 42Q (11399.370000 sec): 3 clusters
  Score: Raw -1661945.295959 + Penalty 3113.580400 = -1658831.715559
  nChanged 29
		SP:Iteration 43Q (11399.400000 sec): 3 clusters
  Score: Raw -1661948.575107 + Penalty 3113.580400 = -1658834.994707
  nChanged 18
		SP:Iteration 44Q (11399.430000 sec): 3 clusters
  Score: Raw -1661950.707993 + Penalty 3113.580400 = -1658837.127593
  nChanged 21
		SP:Iteration 45Q (11399.460000 sec): 3 clusters
  Score: Raw -1661952.641039 + Penalty 3113.580400 = -1658839.060639
  nChanged 15
		SP:Iteration 46Q (11399.500000 sec): 3 clusters
  Score: Raw -1661954.012022 + Penalty 3113.580400 = -1658840.431622
  nChanged 14
		SP:Iteration 47Q (11399.530000 sec): 3 clusters
  Score: Raw -1661955.173905 + Penalty 3113.580400 = -1658841.593505
  nChanged 12
		SP:Iteration 48Q (11399.560000 sec): 3 clusters
  Score: Raw -1661956.235125 + Penalty 3113.580400 = -1658842.654725
  nChanged 14
		SP:Iteration 49Q (11399.590000 sec): 3 clusters
  Score: Raw -1661957.505673 + Penalty 3113.580400 = -1658843.925273
  nChanged 13
		SP:Iteration 50Q (11399.620000 sec): 3 clusters
  Score: Raw -1661958.602940 + Penalty 3113.580400 = -1658845.022540
  nChanged 14
		SP:Iteration 51Q (11399.660000 sec): 3 clusters
  Score: Raw -1661960.764962 + Penalty 3113.580400 = -1658847.184562
  nChanged 23
		SP:Iteration 52Q (11399.690000 sec): 3 clusters
  Score: Raw -1661963.975282 + Penalty 3113.580400 = -1658850.394882
  nChanged 29
		SP:Iteration 53Q (11399.720000 sec): 3 clusters
  Score: Raw -1661967.424786 + Penalty 3113.580400 = -1658853.844386
  nChanged 25
		SP:Iteration 54Q (11399.750000 sec): 3 clusters
  Score: Raw -1661969.822652 + Penalty 3113.580400 = -1658856.242252
  nChanged 17
		SP:Iteration 55Q (11399.780000 sec): 3 clusters
  Score: Raw -1661971.027704 + Penalty 3113.580400 = -1658857.447304
  nChanged 8
		SP:Iteration 56Q (11399.820000 sec): 3 clusters
  Score: Raw -1661971.630032 + Penalty 3113.580400 = -1658858.049632
  nChanged 8
		SP:Iteration 57Q (11399.850000 sec): 3 clusters
  Score: Raw -1661972.160913 + Penalty 3113.580400 = -1658858.580513
  nChanged 6
		SP:Iteration 58Q (11399.880000 sec): 3 clusters
  Score: Raw -1661972.475582 + Penalty 3113.580400 = -1658858.895182
  nChanged 5
		SP:Iteration 59Q (11399.910000 sec): 3 clusters
  Score: Raw -1661972.780707 + Penalty 3113.580400 = -1658859.200307
  nChanged 7
		SP:Iteration 60F (11399.950000 sec): 3 clusters
  Score: Raw -1661973.385275 + Penalty 3113.580400 = -1658859.804875
  nChanged 10
		SP:Iteration 61Q (11399.980000 sec): 3 clusters
  Score: Raw -1661974.508138 + Penalty 3113.580400 = -1658860.927738
  nChanged 10
		SP:Iteration 62Q (11400.010000 sec): 3 clusters
  Score: Raw -1661975.048852 + Penalty 3113.580400 = -1658861.468452
  nChanged 6
		SP:Iteration 63Q (11400.040000 sec): 3 clusters
  Score: Raw -1661975.365547 + Penalty 3113.580400 = -1658861.785147
  nChanged 3
		SP:Iteration 64Q (11400.080000 sec): 3 clusters
  Score: Raw -1661975.680058 + Penalty 3113.580400 = -1658862.099658
  nChanged 4
		SP:Iteration 65Q (11400.110000 sec): 3 clusters
  Score: Raw -1661975.999660 + Penalty 3113.580400 = -1658862.419260
  nChanged 2
		SP:Iteration 66Q (11400.140000 sec): 3 clusters
  Score: Raw -1661976.202452 + Penalty 3113.580400 = -1658862.622052
  nChanged 5
		SP:Iteration 67Q (11400.170000 sec): 3 clusters
  Score: Raw -1661977.063523 + Penalty 3113.580400 = -1658863.483123
  nChanged 7
		SP:Iteration 68Q (11400.200000 sec): 3 clusters
  Score: Raw -1661977.540298 + Penalty 3113.580400 = -1658863.959898
  nChanged 3
		SP:Iteration 69Q (11400.240000 sec): 3 clusters
  Score: Raw -1661977.660405 + Penalty 3113.580400 = -1658864.080005
  nChanged 4
		SP:Iteration 70Q (11400.270000 sec): 3 clusters
  Score: Raw -1661977.924673 + Penalty 3113.580400 = -1658864.344272
  nChanged 1
		SP:Iteration 71Q (11400.300000 sec): 3 clusters
  Score: Raw -1661977.972267 + Penalty 3113.580400 = -1658864.391867
  nChanged 0
		SP:Iteration 72F (11400.330000 sec): 3 clusters
  Score: Raw -1661977.972267 + Penalty 3113.580400 = -1658864.391867
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11400.440000 sec): 2 clusters
  Score: Raw -4013463.100245 + Penalty 1699.901052 = -4011763.199193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11400.530000 sec): 3 clusters
  Score: Raw -3991699.415585 + Penalty 3399.802104 = -3988299.613481
  nChanged 16327
		SP:Iteration 1F (11400.620000 sec): 3 clusters
  Score: Raw -4000819.016786 + Penalty 3399.802104 = -3997419.214682
  nChanged 1701
		SP:Iteration 2Q (11400.710000 sec): 3 clusters
  Score: Raw -4001538.555248 + Penalty 3399.802104 = -3998138.753144
  nChanged 1800
		SP:Iteration 3F (11400.800000 sec): 3 clusters
  Score: Raw -4002392.631759 + Penalty 3399.802104 = -3998992.829655
  nChanged 1905
		SP:Iteration 4F (11400.890000 sec): 3 clusters
  Score: Raw -4003336.456210 + Penalty 3399.802104 = -3999936.654106
  nChanged 1914
		SP:Iteration 5F (11400.980000 sec): 3 clusters
  Score: Raw -4004331.546907 + Penalty 3399.802104 = -4000931.744803
  nChanged 1910
		SP:Iteration 6F (11401.080000 sec): 3 clusters
  Score: Raw -4005336.625779 + Penalty 3399.802104 = -4001936.823675
  nChanged 1795
		SP:Iteration 7F (11401.160000 sec): 3 clusters
  Score: Raw -4006257.451805 + Penalty 3399.802104 = -4002857.649701
  nChanged 1545
		SP:Iteration 8Q (11401.260000 sec): 3 clusters
  Score: Raw -4006984.344733 + Penalty 3399.802104 = -4003584.542629
  nChanged 1295
		SP:Iteration 9Q (11401.350000 sec): 3 clusters
  Score: Raw -4007544.189392 + Penalty 3399.802104 = -4004144.387288
  nChanged 1041
		SP:Iteration 10Q (11401.440000 sec): 3 clusters
  Score: Raw -4007959.220512 + Penalty 3399.802104 = -4004559.418408
  nChanged 870
		SP:Iteration 11Q (11401.530000 sec): 3 clusters
  Score: Raw -4008285.103455 + Penalty 3399.802104 = -4004885.301351
  nChanged 720
		SP:Iteration 12Q (11401.620000 sec): 3 clusters
  Score: Raw -4008539.854065 + Penalty 3399.802104 = -4005140.051961
  nChanged 615
		SP:Iteration 13Q (11401.720000 sec): 3 clusters
  Score: Raw -4008739.750183 + Penalty 3399.802104 = -4005339.948079
  nChanged 564
		SP:Iteration 14Q (11401.800000 sec): 3 clusters
  Score: Raw -4008947.812487 + Penalty 3399.802104 = -4005548.010383
  nChanged 628
		SP:Iteration 15Q (11401.900000 sec): 3 clusters
  Score: Raw -4009179.748667 + Penalty 3399.802104 = -4005779.946563
  nChanged 615
		SP:Iteration 16Q (11401.980000 sec): 3 clusters
  Score: Raw -4009445.901149 + Penalty 3399.802104 = -4006046.099045
  nChanged 703
		SP:Iteration 17Q (11402.070000 sec): 3 clusters
  Score: Raw -4009775.990202 + Penalty 3399.802104 = -4006376.188098
  nChanged 735
		SP:Iteration 18Q (11402.160000 sec): 3 clusters
  Score: Raw -4010143.288989 + Penalty 3399.802104 = -4006743.486885
  nChanged 769
		SP:Iteration 19Q (11402.240000 sec): 3 clusters
  Score: Raw -4010527.267881 + Penalty 3399.802104 = -4007127.465777
  nChanged 727
		SP:Iteration 20F (11402.340000 sec): 3 clusters
  Score: Raw -4010929.275677 + Penalty 3399.802104 = -4007529.473573
  nChanged 767
		SP:Iteration 21Q (11402.420000 sec): 3 clusters
  Score: Raw -4011371.026467 + Penalty 3399.802104 = -4007971.224363
  nChanged 704
		SP:Iteration 22Q (11402.500000 sec): 3 clusters
  Score: Raw -4011788.870388 + Penalty 3399.802104 = -4008389.068284
  nChanged 650
		SP:Iteration 23Q (11402.580000 sec): 3 clusters
  Score: Raw -4012213.706147 + Penalty 3399.802104 = -4008813.904043
  nChanged 611
		SP:Iteration 24Q (11402.660000 sec): 3 clusters
  Score: Raw -4012643.894059 + Penalty 3399.802104 = -4009244.091955
  nChanged 497
		SP:Iteration 25Q (11402.730000 sec): 3 clusters
  Score: Raw -4012994.152102 + Penalty 3399.802104 = -4009594.349998
  nChanged 413
		SP:Iteration 26Q (11402.810000 sec): 3 clusters
  Score: Raw -4013280.000871 + Penalty 3399.802104 = -4009880.198767
  nChanged 321
		SP:Iteration 27Q (11402.880000 sec): 3 clusters
  Score: Raw -4013488.097187 + Penalty 3399.802104 = -4010088.295083
  nChanged 258
		SP:Iteration 28Q (11402.950000 sec): 3 clusters
  Score: Raw -4013639.265254 + Penalty 3399.802104 = -4010239.463150
  nChanged 218
		SP:Iteration 29Q (11403.020000 sec): 3 clusters
  Score: Raw -4013753.853880 + Penalty 3399.802104 = -4010354.051776
  nChanged 179
		SP:Iteration 30Q (11403.090000 sec): 3 clusters
  Score: Raw -4013834.009370 + Penalty 3399.802104 = -4010434.207266
  nChanged 133
		SP:Iteration 31Q (11403.160000 sec): 3 clusters
  Score: Raw -4013886.542603 + Penalty 3399.802104 = -4010486.740499
  nChanged 104
		SP:Iteration 32Q (11403.220000 sec): 3 clusters
  Score: Raw -4013921.106754 + Penalty 3399.802104 = -4010521.304650
  nChanged 76
		SP:Iteration 33Q (11403.290000 sec): 3 clusters
  Score: Raw -4013941.324211 + Penalty 3399.802104 = -4010541.522107
  nChanged 66
		SP:Iteration 34Q (11403.360000 sec): 3 clusters
  Score: Raw -4013956.709116 + Penalty 3399.802104 = -4010556.907012
  nChanged 42
		SP:Iteration 35Q (11403.420000 sec): 3 clusters
  Score: Raw -4013966.004083 + Penalty 3399.802104 = -4010566.201979
  nChanged 30
		SP:Iteration 36Q (11403.490000 sec): 3 clusters
  Score: Raw -4013972.849640 + Penalty 3399.802104 = -4010573.047536
  nChanged 30
		SP:Iteration 37Q (11403.550000 sec): 3 clusters
  Score: Raw -4013980.205650 + Penalty 3399.802104 = -4010580.403546
  nChanged 33
		SP:Iteration 38Q (11403.620000 sec): 3 clusters
  Score: Raw -4013987.999299 + Penalty 3399.802104 = -4010588.197195
  nChanged 39
		SP:Iteration 39Q (11403.680000 sec): 3 clusters
  Score: Raw -4013997.452170 + Penalty 3399.802104 = -4010597.650066
  nChanged 38
		SP:Iteration 40F (11403.780000 sec): 3 clusters
  Score: Raw -4014007.916844 + Penalty 3399.802104 = -4010608.114740
  nChanged 32
		SP:Iteration 41Q (11403.840000 sec): 3 clusters
  Score: Raw -4014013.893396 + Penalty 3399.802104 = -4010614.091292
  nChanged 20
		SP:Iteration 42Q (11403.910000 sec): 3 clusters
  Score: Raw -4014017.192171 + Penalty 3399.802104 = -4010617.390067
  nChanged 15
		SP:Iteration 43Q (11403.980000 sec): 3 clusters
  Score: Raw -4014019.466440 + Penalty 3399.802104 = -4010619.664336
  nChanged 10
		SP:Iteration 44Q (11404.040000 sec): 3 clusters
  Score: Raw -4014021.216353 + Penalty 3399.802104 = -4010621.414249
  nChanged 9
		SP:Iteration 45Q (11404.110000 sec): 3 clusters
  Score: Raw -4014022.058828 + Penalty 3399.802104 = -4010622.256724
  nChanged 1
		SP:Iteration 46Q (11404.170000 sec): 3 clusters
  Score: Raw -4014022.088130 + Penalty 3399.802104 = -4010622.286026
  nChanged 1
		SP:Iteration 47Q (11404.240000 sec): 3 clusters
  Score: Raw -4014022.220650 + Penalty 3399.802104 = -4010622.418546
  nChanged 1
		SP:Iteration 48Q (11404.300000 sec): 3 clusters
  Score: Raw -4014022.417878 + Penalty 3399.802104 = -4010622.615774
  nChanged 2
		SP:Iteration 49Q (11404.370000 sec): 3 clusters
  Score: Raw -4014022.704109 + Penalty 3399.802104 = -4010622.902005
  nChanged 1
		SP:Iteration 50Q (11404.440000 sec): 3 clusters
  Score: Raw -4014022.787065 + Penalty 3399.802104 = -4010622.984961
  nChanged 0
		SP:Iteration 51F (11404.530000 sec): 3 clusters
  Score: Raw -4014022.787065 + Penalty 3399.802104 = -4010622.984961
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11404.580000 sec): 2 clusters
  Score: Raw -2360835.954935 + Penalty 1610.417987 = -2359225.536947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11404.640000 sec): 3 clusters
  Score: Raw -2348610.402863 + Penalty 3220.835974 = -2345389.566889
  nChanged 9152
		SP:Iteration 1F (11404.690000 sec): 3 clusters
  Score: Raw -2353839.837511 + Penalty 3220.835974 = -2350619.001537
  nChanged 1101
		SP:Iteration 2F (11404.740000 sec): 3 clusters
  Score: Raw -2354276.991244 + Penalty 3220.835974 = -2351056.155270
  nChanged 1022
		SP:Iteration 3F (11404.790000 sec): 3 clusters
  Score: Raw -2354749.702524 + Penalty 3220.835974 = -2351528.866549
  nChanged 1061
		SP:Iteration 4F (11404.840000 sec): 3 clusters
  Score: Raw -2355260.217613 + Penalty 3220.835974 = -2352039.381639
  nChanged 1080
		SP:Iteration 5F (11404.890000 sec): 3 clusters
  Score: Raw -2355771.200909 + Penalty 3220.835974 = -2352550.364934
  nChanged 1068
		SP:Iteration 6F (11404.940000 sec): 3 clusters
  Score: Raw -2356324.098505 + Penalty 3220.835974 = -2353103.262530
  nChanged 1013
		SP:Iteration 7F (11404.990000 sec): 3 clusters
  Score: Raw -2356851.335080 + Penalty 3220.835974 = -2353630.499105
  nChanged 949
		SP:Iteration 8Q (11405.040000 sec): 3 clusters
  Score: Raw -2357373.196459 + Penalty 3220.835974 = -2354152.360484
  nChanged 870
		SP:Iteration 9Q (11405.090000 sec): 3 clusters
  Score: Raw -2357874.813530 + Penalty 3220.835974 = -2354653.977556
  nChanged 783
		SP:Iteration 10Q (11405.140000 sec): 3 clusters
  Score: Raw -2358383.633518 + Penalty 3220.835974 = -2355162.797544
  nChanged 697
		SP:Iteration 11Q (11405.180000 sec): 3 clusters
  Score: Raw -2358875.127665 + Penalty 3220.835974 = -2355654.291691
  nChanged 572
		SP:Iteration 12Q (11405.230000 sec): 3 clusters
  Score: Raw -2359289.929055 + Penalty 3220.835974 = -2356069.093080
  nChanged 476
		SP:Iteration 13Q (11405.280000 sec): 3 clusters
  Score: Raw -2359619.141050 + Penalty 3220.835974 = -2356398.305075
  nChanged 385
		SP:Iteration 14Q (11405.320000 sec): 3 clusters
  Score: Raw -2359851.539081 + Penalty 3220.835974 = -2356630.703106
  nChanged 287
		SP:Iteration 15Q (11405.370000 sec): 3 clusters
  Score: Raw -2359995.887992 + Penalty 3220.835974 = -2356775.052018
  nChanged 228
		SP:Iteration 16Q (11405.410000 sec): 3 clusters
  Score: Raw -2360101.193831 + Penalty 3220.835974 = -2356880.357857
  nChanged 189
		SP:Iteration 17Q (11405.460000 sec): 3 clusters
  Score: Raw -2360197.092002 + Penalty 3220.835974 = -2356976.256027
  nChanged 172
		SP:Iteration 18Q (11405.500000 sec): 3 clusters
  Score: Raw -2360284.966183 + Penalty 3220.835974 = -2357064.130209
  nChanged 150
		SP:Iteration 19Q (11405.540000 sec): 3 clusters
  Score: Raw -2360354.576521 + Penalty 3220.835974 = -2357133.740546
  nChanged 144
		SP:Iteration 20F (11405.600000 sec): 3 clusters
  Score: Raw -2360430.438844 + Penalty 3220.835974 = -2357209.602869
  nChanged 124
		SP:Iteration 21Q (11405.640000 sec): 3 clusters
  Score: Raw -2360491.327738 + Penalty 3220.835974 = -2357270.491763
  nChanged 105
		SP:Iteration 22Q (11405.680000 sec): 3 clusters
  Score: Raw -2360536.257093 + Penalty 3220.835974 = -2357315.421119
  nChanged 88
		SP:Iteration 23Q (11405.720000 sec): 3 clusters
  Score: Raw -2360576.499029 + Penalty 3220.835974 = -2357355.663054
  nChanged 87
		SP:Iteration 24Q (11405.760000 sec): 3 clusters
  Score: Raw -2360616.734561 + Penalty 3220.835974 = -2357395.898587
  nChanged 77
		SP:Iteration 25Q (11405.790000 sec): 3 clusters
  Score: Raw -2360652.018425 + Penalty 3220.835974 = -2357431.182450
  nChanged 73
		SP:Iteration 26Q (11405.830000 sec): 3 clusters
  Score: Raw -2360685.006827 + Penalty 3220.835974 = -2357464.170852
  nChanged 57
		SP:Iteration 27Q (11405.870000 sec): 3 clusters
  Score: Raw -2360709.744087 + Penalty 3220.835974 = -2357488.908113
  nChanged 57
		SP:Iteration 28Q (11405.910000 sec): 3 clusters
  Score: Raw -2360735.573507 + Penalty 3220.835974 = -2357514.737532
  nChanged 51
		SP:Iteration 29Q (11405.950000 sec): 3 clusters
  Score: Raw -2360760.627829 + Penalty 3220.835974 = -2357539.791855
  nChanged 49
		SP:Iteration 30Q (11405.990000 sec): 3 clusters
  Score: Raw -2360784.693616 + Penalty 3220.835974 = -2357563.857642
  nChanged 37
		SP:Iteration 31Q (11406.020000 sec): 3 clusters
  Score: Raw -2360803.571995 + Penalty 3220.835974 = -2357582.736021
  nChanged 28
		SP:Iteration 32Q (11406.060000 sec): 3 clusters
  Score: Raw -2360818.712285 + Penalty 3220.835974 = -2357597.876310
  nChanged 40
		SP:Iteration 33Q (11406.100000 sec): 3 clusters
  Score: Raw -2360845.540172 + Penalty 3220.835974 = -2357624.704198
  nChanged 42
		SP:Iteration 34Q (11406.140000 sec): 3 clusters
  Score: Raw -2360868.688204 + Penalty 3220.835974 = -2357647.852229
  nChanged 34
		SP:Iteration 35Q (11406.180000 sec): 3 clusters
  Score: Raw -2360885.091701 + Penalty 3220.835974 = -2357664.255727
  nChanged 27
		SP:Iteration 36Q (11406.210000 sec): 3 clusters
  Score: Raw -2360900.715546 + Penalty 3220.835974 = -2357679.879571
  nChanged 32
		SP:Iteration 37Q (11406.250000 sec): 3 clusters
  Score: Raw -2360921.944165 + Penalty 3220.835974 = -2357701.108190
  nChanged 41
		SP:Iteration 38Q (11406.290000 sec): 3 clusters
  Score: Raw -2360946.099493 + Penalty 3220.835974 = -2357725.263518
  nChanged 33
		SP:Iteration 39Q (11406.320000 sec): 3 clusters
  Score: Raw -2360966.568494 + Penalty 3220.835974 = -2357745.732520
  nChanged 21
		SP:Iteration 40F (11406.370000 sec): 3 clusters
  Score: Raw -2360977.509487 + Penalty 3220.835974 = -2357756.673513
  nChanged 22
		SP:Iteration 41Q (11406.410000 sec): 3 clusters
  Score: Raw -2360987.881435 + Penalty 3220.835974 = -2357767.045461
  nChanged 14
		SP:Iteration 42Q (11406.450000 sec): 3 clusters
  Score: Raw -2360995.300626 + Penalty 3220.835974 = -2357774.464652
  nChanged 17
		SP:Iteration 43Q (11406.480000 sec): 3 clusters
  Score: Raw -2361005.390810 + Penalty 3220.835974 = -2357784.554836
  nChanged 12
		SP:Iteration 44Q (11406.520000 sec): 3 clusters
  Score: Raw -2361012.827628 + Penalty 3220.835974 = -2357791.991654
  nChanged 11
		SP:Iteration 45Q (11406.560000 sec): 3 clusters
  Score: Raw -2361019.937443 + Penalty 3220.835974 = -2357799.101469
  nChanged 12
		SP:Iteration 46Q (11406.590000 sec): 3 clusters
  Score: Raw -2361029.078166 + Penalty 3220.835974 = -2357808.242191
  nChanged 12
		SP:Iteration 47Q (11406.630000 sec): 3 clusters
  Score: Raw -2361034.964126 + Penalty 3220.835974 = -2357814.128152
  nChanged 10
		SP:Iteration 48Q (11406.660000 sec): 3 clusters
  Score: Raw -2361042.634654 + Penalty 3220.835974 = -2357821.798680
  nChanged 5
		SP:Iteration 49Q (11406.700000 sec): 3 clusters
  Score: Raw -2361045.324000 + Penalty 3220.835974 = -2357824.488025
  nChanged 7
		SP:Iteration 50Q (11406.740000 sec): 3 clusters
  Score: Raw -2361048.442570 + Penalty 3220.835974 = -2357827.606595
  nChanged 2
		SP:Iteration 51Q (11406.770000 sec): 3 clusters
  Score: Raw -2361048.786551 + Penalty 3220.835974 = -2357827.950577
  nChanged 0
		SP:Iteration 52F (11406.820000 sec): 3 clusters
  Score: Raw -2361048.786551 + Penalty 3220.835974 = -2357827.950577
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11406.860000 sec): 2 clusters
  Score: Raw -1621841.245998 + Penalty 1553.639163 = -1620287.606835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11406.900000 sec): 3 clusters
  Score: Raw -1613594.776761 + Penalty 3107.278326 = -1610487.498434
  nChanged 6247
		SP:Iteration 1F (11406.940000 sec): 3 clusters
  Score: Raw -1616923.288747 + Penalty 3107.278326 = -1613816.010421
  nChanged 797
		SP:Iteration 2F (11406.970000 sec): 3 clusters
  Score: Raw -1617221.238990 + Penalty 3107.278326 = -1614113.960664
  nChanged 643
		SP:Iteration 3Q (11407.010000 sec): 3 clusters
  Score: Raw -1617439.379637 + Penalty 3107.278326 = -1614332.101311
  nChanged 575
		SP:Iteration 4Q (11407.040000 sec): 3 clusters
  Score: Raw -1617636.947814 + Penalty 3107.278326 = -1614529.669487
  nChanged 531
		SP:Iteration 5Q (11407.080000 sec): 3 clusters
  Score: Raw -1617833.993150 + Penalty 3107.278326 = -1614726.714823
  nChanged 568
		SP:Iteration 6Q (11407.120000 sec): 3 clusters
  Score: Raw -1618073.943442 + Penalty 3107.278326 = -1614966.665116
  nChanged 602
		SP:Iteration 7Q (11407.150000 sec): 3 clusters
  Score: Raw -1618356.032574 + Penalty 3107.278326 = -1615248.754247
  nChanged 682
		SP:Iteration 8Q (11407.190000 sec): 3 clusters
  Score: Raw -1618709.426847 + Penalty 3107.278326 = -1615602.148521
  nChanged 669
		SP:Iteration 9Q (11407.220000 sec): 3 clusters
  Score: Raw -1619061.942039 + Penalty 3107.278326 = -1615954.663713
  nChanged 641
		SP:Iteration 10Q (11407.260000 sec): 3 clusters
  Score: Raw -1619397.698984 + Penalty 3107.278326 = -1616290.420657
  nChanged 573
		SP:Iteration 11Q (11407.300000 sec): 3 clusters
  Score: Raw -1619710.403993 + Penalty 3107.278326 = -1616603.125667
  nChanged 555
		SP:Iteration 12Q (11407.330000 sec): 3 clusters
  Score: Raw -1619988.674562 + Penalty 3107.278326 = -1616881.396235
  nChanged 498
		SP:Iteration 13Q (11407.370000 sec): 3 clusters
  Score: Raw -1620247.009870 + Penalty 3107.278326 = -1617139.731544
  nChanged 439
		SP:Iteration 14Q (11407.400000 sec): 3 clusters
  Score: Raw -1620466.050014 + Penalty 3107.278326 = -1617358.771688
  nChanged 393
		SP:Iteration 15Q (11407.440000 sec): 3 clusters
  Score: Raw -1620660.622649 + Penalty 3107.278326 = -1617553.344323
  nChanged 343
		SP:Iteration 16Q (11407.470000 sec): 3 clusters
  Score: Raw -1620834.307549 + Penalty 3107.278326 = -1617727.029222
  nChanged 315
		SP:Iteration 17Q (11407.510000 sec): 3 clusters
  Score: Raw -1621005.764972 + Penalty 3107.278326 = -1617898.486646
  nChanged 279
		SP:Iteration 18Q (11407.540000 sec): 3 clusters
  Score: Raw -1621136.328647 + Penalty 3107.278326 = -1618029.050320
  nChanged 261
		SP:Iteration 19Q (11407.580000 sec): 3 clusters
  Score: Raw -1621250.247563 + Penalty 3107.278326 = -1618142.969237
  nChanged 223
		SP:Iteration 20F (11407.610000 sec): 3 clusters
  Score: Raw -1621342.145592 + Penalty 3107.278326 = -1618234.867266
  nChanged 213
		SP:Iteration 21Q (11407.650000 sec): 3 clusters
  Score: Raw -1621435.340415 + Penalty 3107.278326 = -1618328.062089
  nChanged 180
		SP:Iteration 22Q (11407.680000 sec): 3 clusters
  Score: Raw -1621501.110332 + Penalty 3107.278326 = -1618393.832006
  nChanged 153
		SP:Iteration 23Q (11407.710000 sec): 3 clusters
  Score: Raw -1621561.861384 + Penalty 3107.278326 = -1618454.583058
  nChanged 152
		SP:Iteration 24Q (11407.740000 sec): 3 clusters
  Score: Raw -1621620.174256 + Penalty 3107.278326 = -1618512.895930
  nChanged 149
		SP:Iteration 25Q (11407.780000 sec): 3 clusters
  Score: Raw -1621679.962267 + Penalty 3107.278326 = -1618572.683941
  nChanged 141
		SP:Iteration 26Q (11407.810000 sec): 3 clusters
  Score: Raw -1621734.006953 + Penalty 3107.278326 = -1618626.728627
  nChanged 125
		SP:Iteration 27Q (11407.840000 sec): 3 clusters
  Score: Raw -1621780.011529 + Penalty 3107.278326 = -1618672.733203
  nChanged 117
		SP:Iteration 28Q (11407.870000 sec): 3 clusters
  Score: Raw -1621821.793242 + Penalty 3107.278326 = -1618714.514916
  nChanged 113
		SP:Iteration 29Q (11407.900000 sec): 3 clusters
  Score: Raw -1621854.567593 + Penalty 3107.278326 = -1618747.289266
  nChanged 102
		SP:Iteration 30Q (11407.930000 sec): 3 clusters
  Score: Raw -1621882.714767 + Penalty 3107.278326 = -1618775.436440
  nChanged 91
		SP:Iteration 31Q (11407.960000 sec): 3 clusters
  Score: Raw -1621907.386063 + Penalty 3107.278326 = -1618800.107736
  nChanged 77
		SP:Iteration 32Q (11408.000000 sec): 3 clusters
  Score: Raw -1621928.431268 + Penalty 3107.278326 = -1618821.152941
  nChanged 69
		SP:Iteration 33Q (11408.030000 sec): 3 clusters
  Score: Raw -1621945.261762 + Penalty 3107.278326 = -1618837.983436
  nChanged 69
		SP:Iteration 34Q (11408.060000 sec): 3 clusters
  Score: Raw -1621958.965174 + Penalty 3107.278326 = -1618851.686848
  nChanged 54
		SP:Iteration 35Q (11408.090000 sec): 3 clusters
  Score: Raw -1621971.042251 + Penalty 3107.278326 = -1618863.763925
  nChanged 43
		SP:Iteration 36Q (11408.120000 sec): 3 clusters
  Score: Raw -1621982.197036 + Penalty 3107.278326 = -1618874.918710
  nChanged 52
		SP:Iteration 37Q (11408.150000 sec): 3 clusters
  Score: Raw -1621995.050265 + Penalty 3107.278326 = -1618887.771938
  nChanged 46
		SP:Iteration 38Q (11408.180000 sec): 3 clusters
  Score: Raw -1622005.763190 + Penalty 3107.278326 = -1618898.484864
  nChanged 44
		SP:Iteration 39Q (11408.210000 sec): 3 clusters
  Score: Raw -1622016.963240 + Penalty 3107.278326 = -1618909.684914
  nChanged 40
		SP:Iteration 40F (11408.250000 sec): 3 clusters
  Score: Raw -1622026.193435 + Penalty 3107.278326 = -1618918.915109
  nChanged 44
		SP:Iteration 41Q (11408.280000 sec): 3 clusters
  Score: Raw -1622034.893523 + Penalty 3107.278326 = -1618927.615197
  nChanged 38
		SP:Iteration 42Q (11408.310000 sec): 3 clusters
  Score: Raw -1622044.177507 + Penalty 3107.278326 = -1618936.899181
  nChanged 47
		SP:Iteration 43Q (11408.340000 sec): 3 clusters
  Score: Raw -1622054.939272 + Penalty 3107.278326 = -1618947.660946
  nChanged 40
		SP:Iteration 44Q (11408.370000 sec): 3 clusters
  Score: Raw -1622063.938109 + Penalty 3107.278326 = -1618956.659783
  nChanged 37
		SP:Iteration 45Q (11408.400000 sec): 3 clusters
  Score: Raw -1622071.952283 + Penalty 3107.278326 = -1618964.673957
  nChanged 37
		SP:Iteration 46Q (11408.440000 sec): 3 clusters
  Score: Raw -1622082.545735 + Penalty 3107.278326 = -1618975.267409
  nChanged 51
		SP:Iteration 47Q (11408.470000 sec): 3 clusters
  Score: Raw -1622097.863844 + Penalty 3107.278326 = -1618990.585518
  nChanged 49
		SP:Iteration 48Q (11408.500000 sec): 3 clusters
  Score: Raw -1622115.513184 + Penalty 3107.278326 = -1619008.234858
  nChanged 61
		SP:Iteration 49Q (11408.530000 sec): 3 clusters
  Score: Raw -1622139.341974 + Penalty 3107.278326 = -1619032.063648
  nChanged 65
		SP:Iteration 50Q (11408.560000 sec): 3 clusters
  Score: Raw -1622165.138495 + Penalty 3107.278326 = -1619057.860169
  nChanged 80
		SP:Iteration 51Q (11408.590000 sec): 3 clusters
  Score: Raw -1622199.116982 + Penalty 3107.278326 = -1619091.838656
  nChanged 76
		SP:Iteration 52Q (11408.620000 sec): 3 clusters
  Score: Raw -1622231.717929 + Penalty 3107.278326 = -1619124.439603
  nChanged 74
		SP:Iteration 53Q (11408.640000 sec): 3 clusters
  Score: Raw -1622257.146339 + Penalty 3107.278326 = -1619149.868013
  nChanged 67
		SP:Iteration 54Q (11408.680000 sec): 3 clusters
  Score: Raw -1622285.243469 + Penalty 3107.278326 = -1619177.965143
  nChanged 62
		SP:Iteration 55Q (11408.700000 sec): 3 clusters
  Score: Raw -1622316.081743 + Penalty 3107.278326 = -1619208.803417
  nChanged 64
		SP:Iteration 56Q (11408.730000 sec): 3 clusters
  Score: Raw -1622345.642615 + Penalty 3107.278326 = -1619238.364288
  nChanged 58
		SP:Iteration 57Q (11408.760000 sec): 3 clusters
  Score: Raw -1622367.991203 + Penalty 3107.278326 = -1619260.712877
  nChanged 42
		SP:Iteration 58Q (11408.790000 sec): 3 clusters
  Score: Raw -1622385.354800 + Penalty 3107.278326 = -1619278.076474
  nChanged 42
		SP:Iteration 59Q (11408.820000 sec): 3 clusters
  Score: Raw -1622400.064485 + Penalty 3107.278326 = -1619292.786159
  nChanged 44
		SP:Iteration 60F (11408.850000 sec): 3 clusters
  Score: Raw -1622415.079140 + Penalty 3107.278326 = -1619307.800814
  nChanged 44
		SP:Iteration 61Q (11408.880000 sec): 3 clusters
  Score: Raw -1622427.630414 + Penalty 3107.278326 = -1619320.352088
  nChanged 35
		SP:Iteration 62Q (11408.910000 sec): 3 clusters
  Score: Raw -1622436.497960 + Penalty 3107.278326 = -1619329.219634
  nChanged 27
		SP:Iteration 63Q (11408.940000 sec): 3 clusters
  Score: Raw -1622442.290831 + Penalty 3107.278326 = -1619335.012505
  nChanged 16
		SP:Iteration 64Q (11408.960000 sec): 3 clusters
  Score: Raw -1622444.792630 + Penalty 3107.278326 = -1619337.514304
  nChanged 10
		SP:Iteration 65Q (11408.990000 sec): 3 clusters
  Score: Raw -1622446.502619 + Penalty 3107.278326 = -1619339.224293
  nChanged 8
		SP:Iteration 66Q (11409.020000 sec): 3 clusters
  Score: Raw -1622447.851470 + Penalty 3107.278326 = -1619340.573143
  nChanged 8
		SP:Iteration 67Q (11409.050000 sec): 3 clusters
  Score: Raw -1622448.934807 + Penalty 3107.278326 = -1619341.656480
  nChanged 4
		SP:Iteration 68Q (11409.080000 sec): 3 clusters
  Score: Raw -1622449.654980 + Penalty 3107.278326 = -1619342.376653
  nChanged 0
		SP:Iteration 69F (11409.110000 sec): 3 clusters
  Score: Raw -1622449.654980 + Penalty 3107.278326 = -1619342.376653
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11409.130000 sec): 2 clusters
  Score: Raw -241231.658732 + Penalty 1239.396830 = -239992.261902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11409.130000 sec): 3 clusters
  Score: Raw -240325.759162 + Penalty 2478.793661 = -237846.965501
  nChanged 699
		SP:Iteration 1F (11409.140000 sec): 3 clusters
  Score: Raw -240755.663369 + Penalty 2478.793661 = -238276.869708
  nChanged 154
		SP:Iteration 2F (11409.140000 sec): 3 clusters
  Score: Raw -240862.688042 + Penalty 2478.793661 = -238383.894381
  nChanged 101
		SP:Iteration 3Q (11409.150000 sec): 3 clusters
  Score: Raw -240924.528150 + Penalty 2478.793661 = -238445.734489
  nChanged 48
		SP:Iteration 4Q (11409.150000 sec): 3 clusters
  Score: Raw -240949.473418 + Penalty 2478.793661 = -238470.679758
  nChanged 38
		SP:Iteration 5Q (11409.160000 sec): 3 clusters
  Score: Raw -240970.604674 + Penalty 2478.793661 = -238491.811014
  nChanged 32
		SP:Iteration 6Q (11409.160000 sec): 3 clusters
  Score: Raw -240985.967294 + Penalty 2478.793661 = -238507.173634
  nChanged 17
		SP:Iteration 7Q (11409.170000 sec): 3 clusters
  Score: Raw -240992.971611 + Penalty 2478.793661 = -238514.177950
  nChanged 11
		SP:Iteration 8Q (11409.170000 sec): 3 clusters
  Score: Raw -240998.491753 + Penalty 2478.793661 = -238519.698092
  nChanged 9
		SP:Iteration 9Q (11409.180000 sec): 3 clusters
  Score: Raw -241001.553839 + Penalty 2478.793661 = -238522.760178
  nChanged 11
		SP:Iteration 10Q (11409.180000 sec): 3 clusters
  Score: Raw -241005.149619 + Penalty 2478.793661 = -238526.355958
  nChanged 7
		SP:Iteration 11Q (11409.190000 sec): 3 clusters
  Score: Raw -241008.303566 + Penalty 2478.793661 = -238529.509906
  nChanged 10
		SP:Iteration 12Q (11409.190000 sec): 3 clusters
  Score: Raw -241014.009276 + Penalty 2478.793661 = -238535.215615
  nChanged 16
		SP:Iteration 13Q (11409.200000 sec): 3 clusters
  Score: Raw -241023.115228 + Penalty 2478.793661 = -238544.321568
  nChanged 18
		SP:Iteration 14Q (11409.200000 sec): 3 clusters
  Score: Raw -241034.952358 + Penalty 2478.793661 = -238556.158697
  nChanged 20
		SP:Iteration 15Q (11409.210000 sec): 3 clusters
  Score: Raw -241043.560516 + Penalty 2478.793661 = -238564.766856
  nChanged 18
		SP:Iteration 16Q (11409.210000 sec): 3 clusters
  Score: Raw -241049.616810 + Penalty 2478.793661 = -238570.823150
  nChanged 10
		SP:Iteration 17Q (11409.220000 sec): 3 clusters
  Score: Raw -241053.819146 + Penalty 2478.793661 = -238575.025485
  nChanged 8
		SP:Iteration 18Q (11409.220000 sec): 3 clusters
  Score: Raw -241056.270456 + Penalty 2478.793661 = -238577.476795
  nChanged 8
		SP:Iteration 19Q (11409.230000 sec): 3 clusters
  Score: Raw -241058.785560 + Penalty 2478.793661 = -238579.991899
  nChanged 4
		SP:Iteration 20F (11409.230000 sec): 3 clusters
  Score: Raw -241059.893782 + Penalty 2478.793661 = -238581.100121
  nChanged 5
		SP:Iteration 21Q (11409.240000 sec): 3 clusters
  Score: Raw -241061.603089 + Penalty 2478.793661 = -238582.809429
  nChanged 5
		SP:Iteration 22Q (11409.240000 sec): 3 clusters
  Score: Raw -241063.318466 + Penalty 2478.793661 = -238584.524806
  nChanged 3
		SP:Iteration 23Q (11409.250000 sec): 3 clusters
  Score: Raw -241064.712082 + Penalty 2478.793661 = -238585.918422
  nChanged 3
		SP:Iteration 24Q (11409.250000 sec): 3 clusters
  Score: Raw -241066.292548 + Penalty 2478.793661 = -238587.498888
  nChanged 1
		SP:Iteration 25Q (11409.260000 sec): 3 clusters
  Score: Raw -241066.894589 + Penalty 2478.793661 = -238588.100928
  nChanged 4
		SP:Iteration 26Q (11409.260000 sec): 3 clusters
  Score: Raw -241067.872887 + Penalty 2478.793661 = -238589.079226
  nChanged 5
		SP:Iteration 27Q (11409.270000 sec): 3 clusters
  Score: Raw -241069.748846 + Penalty 2478.793661 = -238590.955185
  nChanged 5
		SP:Iteration 28Q (11409.280000 sec): 3 clusters
  Score: Raw -241071.474635 + Penalty 2478.793661 = -238592.680975
  nChanged 4
		SP:Iteration 29Q (11409.280000 sec): 3 clusters
  Score: Raw -241073.341818 + Penalty 2478.793661 = -238594.548157
  nChanged 5
		SP:Iteration 30Q (11409.280000 sec): 3 clusters
  Score: Raw -241074.366314 + Penalty 2478.793661 = -238595.572654
  nChanged 2
		SP:Iteration 31Q (11409.290000 sec): 3 clusters
  Score: Raw -241075.257458 + Penalty 2478.793661 = -238596.463798
  nChanged 3
		SP:Iteration 32Q (11409.300000 sec): 3 clusters
  Score: Raw -241076.093295 + Penalty 2478.793661 = -238597.299634
  nChanged 2
		SP:Iteration 33Q (11409.300000 sec): 3 clusters
  Score: Raw -241076.542155 + Penalty 2478.793661 = -238597.748495
  nChanged 1
		SP:Iteration 34Q (11409.300000 sec): 3 clusters
  Score: Raw -241077.328590 + Penalty 2478.793661 = -238598.534930
  nChanged 4
		SP:Iteration 35Q (11409.310000 sec): 3 clusters
  Score: Raw -241078.803285 + Penalty 2478.793661 = -238600.009624
  nChanged 3
		SP:Iteration 36Q (11409.320000 sec): 3 clusters
  Score: Raw -241079.384262 + Penalty 2478.793661 = -238600.590602
  nChanged 0
		SP:Iteration 37F (11409.320000 sec): 3 clusters
  Score: Raw -241079.384262 + Penalty 2478.793661 = -238600.590602
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11409.340000 sec): 2 clusters
  Score: Raw -760133.030750 + Penalty 1432.232082 = -758700.798667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11409.360000 sec): 3 clusters
  Score: Raw -756453.746028 + Penalty 2864.464165 = -753589.281863
  nChanged 2822
		SP:Iteration 1F (11409.380000 sec): 3 clusters
  Score: Raw -757979.687771 + Penalty 2864.464165 = -755115.223606
  nChanged 444
		SP:Iteration 2F (11409.390000 sec): 3 clusters
  Score: Raw -758171.926554 + Penalty 2864.464165 = -755307.462389
  nChanged 308
		SP:Iteration 3Q (11409.410000 sec): 3 clusters
  Score: Raw -758290.153207 + Penalty 2864.464165 = -755425.689042
  nChanged 250
		SP:Iteration 4Q (11409.430000 sec): 3 clusters
  Score: Raw -758395.624463 + Penalty 2864.464165 = -755531.160298
  nChanged 227
		SP:Iteration 5Q (11409.450000 sec): 3 clusters
  Score: Raw -758489.998368 + Penalty 2864.464165 = -755625.534203
  nChanged 215
		SP:Iteration 6Q (11409.460000 sec): 3 clusters
  Score: Raw -758579.909662 + Penalty 2864.464165 = -755715.445497
  nChanged 195
		SP:Iteration 7Q (11409.480000 sec): 3 clusters
  Score: Raw -758661.972244 + Penalty 2864.464165 = -755797.508079
  nChanged 179
		SP:Iteration 8Q (11409.490000 sec): 3 clusters
  Score: Raw -758733.775083 + Penalty 2864.464165 = -755869.310918
  nChanged 166
		SP:Iteration 9Q (11409.510000 sec): 3 clusters
  Score: Raw -758795.151805 + Penalty 2864.464165 = -755930.687640
  nChanged 142
		SP:Iteration 10Q (11409.530000 sec): 3 clusters
  Score: Raw -758846.777138 + Penalty 2864.464165 = -755982.312973
  nChanged 160
		SP:Iteration 11Q (11409.550000 sec): 3 clusters
  Score: Raw -758909.425445 + Penalty 2864.464165 = -756044.961280
  nChanged 174
		SP:Iteration 12Q (11409.560000 sec): 3 clusters
  Score: Raw -758984.915196 + Penalty 2864.464165 = -756120.451031
  nChanged 189
		SP:Iteration 13Q (11409.580000 sec): 3 clusters
  Score: Raw -759071.000783 + Penalty 2864.464165 = -756206.536618
  nChanged 218
		SP:Iteration 14Q (11409.590000 sec): 3 clusters
  Score: Raw -759188.367803 + Penalty 2864.464165 = -756323.903638
  nChanged 233
		SP:Iteration 15Q (11409.610000 sec): 3 clusters
  Score: Raw -759329.498080 + Penalty 2864.464165 = -756465.033915
  nChanged 234
		SP:Iteration 16Q (11409.630000 sec): 3 clusters
  Score: Raw -759484.998455 + Penalty 2864.464165 = -756620.534290
  nChanged 254
		SP:Iteration 17Q (11409.650000 sec): 3 clusters
  Score: Raw -759692.316994 + Penalty 2864.464165 = -756827.852829
  nChanged 228
		SP:Iteration 18Q (11409.660000 sec): 3 clusters
  Score: Raw -759897.870613 + Penalty 2864.464165 = -757033.406448
  nChanged 177
		SP:Iteration 19Q (11409.680000 sec): 3 clusters
  Score: Raw -760056.166786 + Penalty 2864.464165 = -757191.702621
  nChanged 149
		SP:Iteration 20F (11409.690000 sec): 3 clusters
  Score: Raw -760183.401521 + Penalty 2864.464165 = -757318.937356
  nChanged 128
		SP:Iteration 21Q (11409.710000 sec): 3 clusters
  Score: Raw -760279.150784 + Penalty 2864.464165 = -757414.686619
  nChanged 90
		SP:Iteration 22Q (11409.730000 sec): 3 clusters
  Score: Raw -760338.407216 + Penalty 2864.464165 = -757473.943051
  nChanged 63
		SP:Iteration 23Q (11409.740000 sec): 3 clusters
  Score: Raw -760370.097481 + Penalty 2864.464165 = -757505.633316
  nChanged 51
		SP:Iteration 24Q (11409.750000 sec): 3 clusters
  Score: Raw -760399.663586 + Penalty 2864.464165 = -757535.199421
  nChanged 45
		SP:Iteration 25Q (11409.770000 sec): 3 clusters
  Score: Raw -760426.693644 + Penalty 2864.464165 = -757562.229479
  nChanged 34
		SP:Iteration 26Q (11409.780000 sec): 3 clusters
  Score: Raw -760444.893664 + Penalty 2864.464165 = -757580.429499
  nChanged 23
		SP:Iteration 27Q (11409.800000 sec): 3 clusters
  Score: Raw -760454.470101 + Penalty 2864.464165 = -757590.005936
  nChanged 18
		SP:Iteration 28Q (11409.810000 sec): 3 clusters
  Score: Raw -760462.734378 + Penalty 2864.464165 = -757598.270213
  nChanged 14
		SP:Iteration 29Q (11409.830000 sec): 3 clusters
  Score: Raw -760467.205473 + Penalty 2864.464165 = -757602.741308
  nChanged 8
		SP:Iteration 30Q (11409.840000 sec): 3 clusters
  Score: Raw -760471.209045 + Penalty 2864.464165 = -757606.744880
  nChanged 13
		SP:Iteration 31Q (11409.850000 sec): 3 clusters
  Score: Raw -760475.629747 + Penalty 2864.464165 = -757611.165582
  nChanged 6
		SP:Iteration 32Q (11409.870000 sec): 3 clusters
  Score: Raw -760478.341605 + Penalty 2864.464165 = -757613.877440
  nChanged 10
		SP:Iteration 33Q (11409.880000 sec): 3 clusters
  Score: Raw -760480.995011 + Penalty 2864.464165 = -757616.530846
  nChanged 8
		SP:Iteration 34Q (11409.890000 sec): 3 clusters
  Score: Raw -760483.221359 + Penalty 2864.464165 = -757618.757194
  nChanged 5
		SP:Iteration 35Q (11409.910000 sec): 3 clusters
  Score: Raw -760485.729564 + Penalty 2864.464165 = -757621.265399
  nChanged 5
		SP:Iteration 36Q (11409.920000 sec): 3 clusters
  Score: Raw -760487.344243 + Penalty 2864.464165 = -757622.880078
  nChanged 3
		SP:Iteration 37Q (11409.930000 sec): 3 clusters
  Score: Raw -760488.485105 + Penalty 2864.464165 = -757624.020940
  nChanged 4
		SP:Iteration 38Q (11409.950000 sec): 3 clusters
  Score: Raw -760490.616859 + Penalty 2864.464165 = -757626.152694
  nChanged 6
		SP:Iteration 39Q (11409.960000 sec): 3 clusters
  Score: Raw -760492.642412 + Penalty 2864.464165 = -757628.178247
  nChanged 1
		SP:Iteration 40F (11409.980000 sec): 3 clusters
  Score: Raw -760493.248049 + Penalty 2864.464165 = -757628.783884
  nChanged 2
		SP:Iteration 41Q (11409.990000 sec): 3 clusters
  Score: Raw -760493.780956 + Penalty 2864.464165 = -757629.316791
  nChanged 0
		SP:Iteration 42F (11410.010000 sec): 3 clusters
  Score: Raw -760493.780956 + Penalty 2864.464165 = -757629.316791
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11410.020000 sec): 2 clusters
  Score: Raw -180290.523897 + Penalty 1200.301513 = -179090.222384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11410.020000 sec): 3 clusters
  Score: Raw -179628.234195 + Penalty 2400.603026 = -177227.631170
  nChanged 555
		SP:Iteration 1F (11410.030000 sec): 3 clusters
  Score: Raw -180003.675220 + Penalty 2400.603026 = -177603.072194
  nChanged 138
		SP:Iteration 2F (11410.030000 sec): 3 clusters
  Score: Raw -180110.958568 + Penalty 2400.603026 = -177710.355543
  nChanged 80
		SP:Iteration 3Q (11410.030000 sec): 3 clusters
  Score: Raw -180181.171148 + Penalty 2400.603026 = -177780.568122
  nChanged 66
		SP:Iteration 4Q (11410.040000 sec): 3 clusters
  Score: Raw -180240.259346 + Penalty 2400.603026 = -177839.656320
  nChanged 64
		SP:Iteration 5Q (11410.040000 sec): 3 clusters
  Score: Raw -180298.827937 + Penalty 2400.603026 = -177898.224911
  nChanged 64
		SP:Iteration 6Q (11410.050000 sec): 3 clusters
  Score: Raw -180359.534297 + Penalty 2400.603026 = -177958.931271
  nChanged 50
		SP:Iteration 7Q (11410.050000 sec): 3 clusters
  Score: Raw -180400.035570 + Penalty 2400.603026 = -177999.432544
  nChanged 43
		SP:Iteration 8Q (11410.050000 sec): 3 clusters
  Score: Raw -180440.623852 + Penalty 2400.603026 = -178040.020826
  nChanged 34
		SP:Iteration 9Q (11410.060000 sec): 3 clusters
  Score: Raw -180485.820828 + Penalty 2400.603026 = -178085.217803
  nChanged 36
		SP:Iteration 10Q (11410.060000 sec): 3 clusters
  Score: Raw -180566.113009 + Penalty 2400.603026 = -178165.509983
  nChanged 55
		SP:Iteration 11Q (11410.070000 sec): 3 clusters
  Score: Raw -180781.537570 + Penalty 2400.603026 = -178380.934544
  nChanged 56
		SP:Iteration 12Q (11410.070000 sec): 3 clusters
  Score: Raw -180982.869421 + Penalty 2400.603026 = -178582.266396
  nChanged 51
		SP:Iteration 13Q (11410.070000 sec): 3 clusters
  Score: Raw -181048.752326 + Penalty 2400.603026 = -178648.149300
  nChanged 37
		SP:Iteration 14Q (11410.080000 sec): 3 clusters
  Score: Raw -181098.354327 + Penalty 2400.603026 = -178697.751301
  nChanged 29
		SP:Iteration 15Q (11410.080000 sec): 3 clusters
  Score: Raw -181139.440722 + Penalty 2400.603026 = -178738.837696
  nChanged 15
		SP:Iteration 16Q (11410.090000 sec): 3 clusters
  Score: Raw -181154.867582 + Penalty 2400.603026 = -178754.264557
  nChanged 9
		SP:Iteration 17Q (11410.090000 sec): 3 clusters
  Score: Raw -181162.990337 + Penalty 2400.603026 = -178762.387311
  nChanged 8
		SP:Iteration 18Q (11410.090000 sec): 3 clusters
  Score: Raw -181169.439123 + Penalty 2400.603026 = -178768.836097
  nChanged 3
		SP:Iteration 19Q (11410.100000 sec): 3 clusters
  Score: Raw -181173.874900 + Penalty 2400.603026 = -178773.271874
  nChanged 5
		SP:Iteration 20F (11410.100000 sec): 3 clusters
  Score: Raw -181179.126945 + Penalty 2400.603026 = -178778.523919
  nChanged 2
		SP:Iteration 21Q (11410.110000 sec): 3 clusters
  Score: Raw -181181.178753 + Penalty 2400.603026 = -178780.575727
  nChanged 0
		SP:Iteration 22F (11410.110000 sec): 3 clusters
  Score: Raw -181181.178753 + Penalty 2400.603026 = -178780.575727
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (14412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11410.150000 sec): 2 clusters
  Score: Raw -1645212.003819 + Penalty 1556.070177 = -1643655.933643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11410.190000 sec): 3 clusters
  Score: Raw -1636817.599962 + Penalty 3112.140353 = -1633705.459608
  nChanged 6397
		SP:Iteration 1F (11410.230000 sec): 3 clusters
  Score: Raw -1640393.689081 + Penalty 3112.140353 = -1637281.548727
  nChanged 870
		SP:Iteration 2F (11410.260000 sec): 3 clusters
  Score: Raw -1640860.179033 + Penalty 3112.140353 = -1637748.038679
  nChanged 837
		SP:Iteration 3F (11410.300000 sec): 3 clusters
  Score: Raw -1641340.918329 + Penalty 3112.140353 = -1638228.777975
  nChanged 864
		SP:Iteration 4F (11410.340000 sec): 3 clusters
  Score: Raw -1641958.870039 + Penalty 3112.140353 = -1638846.729685
  nChanged 954
		SP:Iteration 5F (11410.380000 sec): 3 clusters
  Score: Raw -1642749.157979 + Penalty 3112.140353 = -1639637.017625
  nChanged 953
		SP:Iteration 6F (11410.420000 sec): 3 clusters
  Score: Raw -1643541.647946 + Penalty 3112.140353 = -1640429.507592
  nChanged 831
		SP:Iteration 7F (11410.450000 sec): 3 clusters
  Score: Raw -1644305.182827 + Penalty 3112.140353 = -1641193.042474
  nChanged 647
		SP:Iteration 8Q (11410.490000 sec): 3 clusters
  Score: Raw -1644938.483553 + Penalty 3112.140353 = -1641826.343200
  nChanged 460
		SP:Iteration 9Q (11410.520000 sec): 3 clusters
  Score: Raw -1645345.706060 + Penalty 3112.140353 = -1642233.565707
  nChanged 293
		SP:Iteration 10Q (11410.550000 sec): 3 clusters
  Score: Raw -1645573.064608 + Penalty 3112.140353 = -1642460.924255
  nChanged 195
		SP:Iteration 11Q (11410.580000 sec): 3 clusters
  Score: Raw -1645700.493160 + Penalty 3112.140353 = -1642588.352806
  nChanged 133
		SP:Iteration 12Q (11410.610000 sec): 3 clusters
  Score: Raw -1645779.652250 + Penalty 3112.140353 = -1642667.511896
  nChanged 85
		SP:Iteration 13Q (11410.650000 sec): 3 clusters
  Score: Raw -1645824.338450 + Penalty 3112.140353 = -1642712.198096
  nChanged 62
		SP:Iteration 14Q (11410.680000 sec): 3 clusters
  Score: Raw -1645858.330812 + Penalty 3112.140353 = -1642746.190458
  nChanged 56
		SP:Iteration 15Q (11410.710000 sec): 3 clusters
  Score: Raw -1645886.772579 + Penalty 3112.140353 = -1642774.632226
  nChanged 43
		SP:Iteration 16Q (11410.740000 sec): 3 clusters
  Score: Raw -1645902.884655 + Penalty 3112.140353 = -1642790.744302
  nChanged 36
		SP:Iteration 17Q (11410.760000 sec): 3 clusters
  Score: Raw -1645917.026613 + Penalty 3112.140353 = -1642804.886260
  nChanged 26
		SP:Iteration 18Q (11410.790000 sec): 3 clusters
  Score: Raw -1645925.468001 + Penalty 3112.140353 = -1642813.327648
  nChanged 18
		SP:Iteration 19Q (11410.820000 sec): 3 clusters
  Score: Raw -1645930.491011 + Penalty 3112.140353 = -1642818.350658
  nChanged 12
		SP:Iteration 20F (11410.860000 sec): 3 clusters
  Score: Raw -1645934.334564 + Penalty 3112.140353 = -1642822.194210
  nChanged 13
		SP:Iteration 21Q (11410.880000 sec): 3 clusters
  Score: Raw -1645937.671810 + Penalty 3112.140353 = -1642825.531457
  nChanged 10
		SP:Iteration 22Q (11410.910000 sec): 3 clusters
  Score: Raw -1645941.331256 + Penalty 3112.140353 = -1642829.190903
  nChanged 14
		SP:Iteration 23Q (11410.940000 sec): 3 clusters
  Score: Raw -1645945.516986 + Penalty 3112.140353 = -1642833.376632
  nChanged 13
		SP:Iteration 24Q (11410.970000 sec): 3 clusters
  Score: Raw -1645948.882111 + Penalty 3112.140353 = -1642836.741757
  nChanged 8
		SP:Iteration 25Q (11410.990000 sec): 3 clusters
  Score: Raw -1645951.550120 + Penalty 3112.140353 = -1642839.409767
  nChanged 8
		SP:Iteration 26Q (11411.020000 sec): 3 clusters
  Score: Raw -1645953.998814 + Penalty 3112.140353 = -1642841.858461
  nChanged 7
		SP:Iteration 27Q (11411.050000 sec): 3 clusters
  Score: Raw -1645955.708264 + Penalty 3112.140353 = -1642843.567911
  nChanged 4
		SP:Iteration 28Q (11411.080000 sec): 3 clusters
  Score: Raw -1645956.800277 + Penalty 3112.140353 = -1642844.659923
  nChanged 2
		SP:Iteration 29Q (11411.100000 sec): 3 clusters
  Score: Raw -1645957.568351 + Penalty 3112.140353 = -1642845.427997
  nChanged 2
		SP:Iteration 30Q (11411.130000 sec): 3 clusters
  Score: Raw -1645958.293901 + Penalty 3112.140353 = -1642846.153548
  nChanged 2
		SP:Iteration 31Q (11411.160000 sec): 3 clusters
  Score: Raw -1645959.114432 + Penalty 3112.140353 = -1642846.974079
  nChanged 3
		SP:Iteration 32Q (11411.190000 sec): 3 clusters
  Score: Raw -1645960.113843 + Penalty 3112.140353 = -1642847.973489
  nChanged 1
		SP:Iteration 33Q (11411.220000 sec): 3 clusters
  Score: Raw -1645960.231665 + Penalty 3112.140353 = -1642848.091311
  nChanged 2
		SP:Iteration 34Q (11411.240000 sec): 3 clusters
  Score: Raw -1645960.679416 + Penalty 3112.140353 = -1642848.539063
  nChanged 1
		SP:Iteration 35Q (11411.280000 sec): 3 clusters
  Score: Raw -1645960.812295 + Penalty 3112.140353 = -1642848.671942
  nChanged 0
		SP:Iteration 36F (11411.310000 sec): 3 clusters
  Score: Raw -1645960.812295 + Penalty 3112.140353 = -1642848.671942
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (2353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11411.320000 sec): 2 clusters
  Score: Raw -212218.722789 + Penalty 1261.560038 = -210957.162751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11411.330000 sec): 3 clusters
  Score: Raw -211198.582648 + Penalty 2523.120076 = -208675.462572
  nChanged 866
		SP:Iteration 1F (11411.340000 sec): 3 clusters
  Score: Raw -212076.930535 + Penalty 2523.120076 = -209553.810459
  nChanged 278
		SP:Iteration 2F (11411.340000 sec): 3 clusters
  Score: Raw -212411.537235 + Penalty 2523.120076 = -209888.417159
  nChanged 174
		SP:Iteration 3F (11411.350000 sec): 3 clusters
  Score: Raw -212589.920802 + Penalty 2523.120076 = -210066.800726
  nChanged 120
		SP:Iteration 4F (11411.350000 sec): 3 clusters
  Score: Raw -212696.298569 + Penalty 2523.120076 = -210173.178493
  nChanged 78
		SP:Iteration 5Q (11411.360000 sec): 3 clusters
  Score: Raw -212753.991661 + Penalty 2523.120076 = -210230.871585
  nChanged 61
		SP:Iteration 6Q (11411.360000 sec): 3 clusters
  Score: Raw -212800.131409 + Penalty 2523.120076 = -210277.011332
  nChanged 39
		SP:Iteration 7Q (11411.370000 sec): 3 clusters
  Score: Raw -212825.108966 + Penalty 2523.120076 = -210301.988890
  nChanged 35
		SP:Iteration 8Q (11411.370000 sec): 3 clusters
  Score: Raw -212851.368103 + Penalty 2523.120076 = -210328.248027
  nChanged 35
		SP:Iteration 9Q (11411.380000 sec): 3 clusters
  Score: Raw -212879.415303 + Penalty 2523.120076 = -210356.295227
  nChanged 26
		SP:Iteration 10Q (11411.380000 sec): 3 clusters
  Score: Raw -212898.330904 + Penalty 2523.120076 = -210375.210828
  nChanged 26
		SP:Iteration 11Q (11411.390000 sec): 3 clusters
  Score: Raw -212914.271480 + Penalty 2523.120076 = -210391.151404
  nChanged 19
		SP:Iteration 12Q (11411.390000 sec): 3 clusters
  Score: Raw -212928.906933 + Penalty 2523.120076 = -210405.786857
  nChanged 13
		SP:Iteration 13Q (11411.400000 sec): 3 clusters
  Score: Raw -212939.597773 + Penalty 2523.120076 = -210416.477696
  nChanged 14
		SP:Iteration 14Q (11411.400000 sec): 3 clusters
  Score: Raw -212946.558518 + Penalty 2523.120076 = -210423.438442
  nChanged 9
		SP:Iteration 15Q (11411.410000 sec): 3 clusters
  Score: Raw -212950.984824 + Penalty 2523.120076 = -210427.864747
  nChanged 10
		SP:Iteration 16Q (11411.420000 sec): 3 clusters
  Score: Raw -212954.939478 + Penalty 2523.120076 = -210431.819401
  nChanged 5
		SP:Iteration 17Q (11411.420000 sec): 3 clusters
  Score: Raw -212957.519654 + Penalty 2523.120076 = -210434.399578
  nChanged 4
		SP:Iteration 18Q (11411.420000 sec): 3 clusters
  Score: Raw -212960.961358 + Penalty 2523.120076 = -210437.841282
  nChanged 6
		SP:Iteration 19Q (11411.430000 sec): 3 clusters
  Score: Raw -212964.209076 + Penalty 2523.120076 = -210441.088999
  nChanged 8
		SP:Iteration 20F (11411.440000 sec): 3 clusters
  Score: Raw -212968.007376 + Penalty 2523.120076 = -210444.887300
  nChanged 8
		SP:Iteration 21Q (11411.440000 sec): 3 clusters
  Score: Raw -212970.608341 + Penalty 2523.120076 = -210447.488265
  nChanged 1
		SP:Iteration 22Q (11411.450000 sec): 3 clusters
  Score: Raw -212970.773451 + Penalty 2523.120076 = -210447.653375
  nChanged 0
		SP:Iteration 23F (11411.450000 sec): 3 clusters
  Score: Raw -212970.773451 + Penalty 2523.120076 = -210447.653375
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11411.480000 sec): 2 clusters
  Score: Raw -1174831.702500 + Penalty 1501.262592 = -1173330.439908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11411.510000 sec): 3 clusters
  Score: Raw -1168939.829891 + Penalty 3002.525184 = -1165937.304707
  nChanged 4472
		SP:Iteration 1F (11411.540000 sec): 3 clusters
  Score: Raw -1171440.545561 + Penalty 3002.525184 = -1168438.020378
  nChanged 647
		SP:Iteration 2F (11411.560000 sec): 3 clusters
  Score: Raw -1171745.720021 + Penalty 3002.525184 = -1168743.194837
  nChanged 563
		SP:Iteration 3F (11411.590000 sec): 3 clusters
  Score: Raw -1172053.941885 + Penalty 3002.525184 = -1169051.416702
  nChanged 579
		SP:Iteration 4F (11411.620000 sec): 3 clusters
  Score: Raw -1172413.446127 + Penalty 3002.525184 = -1169410.920944
  nChanged 649
		SP:Iteration 5F (11411.640000 sec): 3 clusters
  Score: Raw -1172928.515284 + Penalty 3002.525184 = -1169925.990100
  nChanged 682
		SP:Iteration 6F (11411.670000 sec): 3 clusters
  Score: Raw -1173526.214612 + Penalty 3002.525184 = -1170523.689428
  nChanged 626
		SP:Iteration 7F (11411.700000 sec): 3 clusters
  Score: Raw -1174079.333771 + Penalty 3002.525184 = -1171076.808588
  nChanged 549
		SP:Iteration 8F (11411.720000 sec): 3 clusters
  Score: Raw -1174550.621259 + Penalty 3002.525184 = -1171548.096075
  nChanged 421
		SP:Iteration 9Q (11411.740000 sec): 3 clusters
  Score: Raw -1174946.890429 + Penalty 3002.525184 = -1171944.365245
  nChanged 377
		SP:Iteration 10Q (11411.770000 sec): 3 clusters
  Score: Raw -1175281.875919 + Penalty 3002.525184 = -1172279.350736
  nChanged 316
		SP:Iteration 11Q (11411.790000 sec): 3 clusters
  Score: Raw -1175517.519378 + Penalty 3002.525184 = -1172514.994194
  nChanged 237
		SP:Iteration 12Q (11411.820000 sec): 3 clusters
  Score: Raw -1175649.965838 + Penalty 3002.525184 = -1172647.440654
  nChanged 170
		SP:Iteration 13Q (11411.840000 sec): 3 clusters
  Score: Raw -1175720.113522 + Penalty 3002.525184 = -1172717.588339
  nChanged 116
		SP:Iteration 14Q (11411.860000 sec): 3 clusters
  Score: Raw -1175760.764267 + Penalty 3002.525184 = -1172758.239084
  nChanged 78
		SP:Iteration 15Q (11411.880000 sec): 3 clusters
  Score: Raw -1175783.126870 + Penalty 3002.525184 = -1172780.601687
  nChanged 55
		SP:Iteration 16Q (11411.910000 sec): 3 clusters
  Score: Raw -1175796.225541 + Penalty 3002.525184 = -1172793.700358
  nChanged 35
		SP:Iteration 17Q (11411.930000 sec): 3 clusters
  Score: Raw -1175803.263578 + Penalty 3002.525184 = -1172800.738395
  nChanged 21
		SP:Iteration 18Q (11411.950000 sec): 3 clusters
  Score: Raw -1175805.740166 + Penalty 3002.525184 = -1172803.214983
  nChanged 13
		SP:Iteration 19Q (11411.970000 sec): 3 clusters
  Score: Raw -1175807.702444 + Penalty 3002.525184 = -1172805.177261
  nChanged 14
		SP:Iteration 20F (11412.000000 sec): 3 clusters
  Score: Raw -1175810.358458 + Penalty 3002.525184 = -1172807.833274
  nChanged 12
		SP:Iteration 21Q (11412.020000 sec): 3 clusters
  Score: Raw -1175811.836249 + Penalty 3002.525184 = -1172809.311065
  nChanged 6
		SP:Iteration 22Q (11412.040000 sec): 3 clusters
  Score: Raw -1175812.375274 + Penalty 3002.525184 = -1172809.850091
  nChanged 4
		SP:Iteration 23Q (11412.070000 sec): 3 clusters
  Score: Raw -1175812.692048 + Penalty 3002.525184 = -1172810.166865
  nChanged 1
		SP:Iteration 24Q (11412.090000 sec): 3 clusters
  Score: Raw -1175812.849009 + Penalty 3002.525184 = -1172810.323825
  nChanged 1
		SP:Iteration 25Q (11412.110000 sec): 3 clusters
  Score: Raw -1175812.891329 + Penalty 3002.525184 = -1172810.366146
  nChanged 0
		SP:Iteration 26F (11412.140000 sec): 3 clusters
  Score: Raw -1175812.891329 + Penalty 3002.525184 = -1172810.366146
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11412.160000 sec): 2 clusters
  Score: Raw -571183.614152 + Penalty 1384.951355 = -569798.662797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11412.170000 sec): 3 clusters
  Score: Raw -568616.941198 + Penalty 2769.902710 = -565847.038488
  nChanged 1941
		SP:Iteration 1F (11412.180000 sec): 3 clusters
  Score: Raw -569683.284180 + Penalty 2769.902710 = -566913.381470
  nChanged 342
		SP:Iteration 2F (11412.190000 sec): 3 clusters
  Score: Raw -569862.791264 + Penalty 2769.902710 = -567092.888554
  nChanged 268
		SP:Iteration 3F (11412.200000 sec): 3 clusters
  Score: Raw -569981.585652 + Penalty 2769.902710 = -567211.682942
  nChanged 164
		SP:Iteration 4Q (11412.220000 sec): 3 clusters
  Score: Raw -570052.671911 + Penalty 2769.902710 = -567282.769201
  nChanged 144
		SP:Iteration 5Q (11412.230000 sec): 3 clusters
  Score: Raw -570110.640448 + Penalty 2769.902710 = -567340.737737
  nChanged 124
		SP:Iteration 6Q (11412.240000 sec): 3 clusters
  Score: Raw -570157.268514 + Penalty 2769.902710 = -567387.365803
  nChanged 114
		SP:Iteration 7Q (11412.260000 sec): 3 clusters
  Score: Raw -570201.118843 + Penalty 2769.902710 = -567431.216133
  nChanged 106
		SP:Iteration 8Q (11412.270000 sec): 3 clusters
  Score: Raw -570246.865907 + Penalty 2769.902710 = -567476.963197
  nChanged 109
		SP:Iteration 9Q (11412.280000 sec): 3 clusters
  Score: Raw -570288.607500 + Penalty 2769.902710 = -567518.704790
  nChanged 108
		SP:Iteration 10Q (11412.290000 sec): 3 clusters
  Score: Raw -570330.037177 + Penalty 2769.902710 = -567560.134467
  nChanged 107
		SP:Iteration 11Q (11412.300000 sec): 3 clusters
  Score: Raw -570373.445216 + Penalty 2769.902710 = -567603.542506
  nChanged 118
		SP:Iteration 12Q (11412.320000 sec): 3 clusters
  Score: Raw -570425.656616 + Penalty 2769.902710 = -567655.753906
  nChanged 129
		SP:Iteration 13Q (11412.330000 sec): 3 clusters
  Score: Raw -570486.913803 + Penalty 2769.902710 = -567717.011093
  nChanged 143
		SP:Iteration 14Q (11412.340000 sec): 3 clusters
  Score: Raw -570563.161421 + Penalty 2769.902710 = -567793.258711
  nChanged 173
		SP:Iteration 15Q (11412.360000 sec): 3 clusters
  Score: Raw -570660.067151 + Penalty 2769.902710 = -567890.164441
  nChanged 175
		SP:Iteration 16Q (11412.370000 sec): 3 clusters
  Score: Raw -570765.459032 + Penalty 2769.902710 = -567995.556322
  nChanged 175
		SP:Iteration 17Q (11412.380000 sec): 3 clusters
  Score: Raw -570884.597565 + Penalty 2769.902710 = -568114.694854
  nChanged 176
		SP:Iteration 18Q (11412.390000 sec): 3 clusters
  Score: Raw -571015.425922 + Penalty 2769.902710 = -568245.523212
  nChanged 153
		SP:Iteration 19Q (11412.400000 sec): 3 clusters
  Score: Raw -571133.349913 + Penalty 2769.902710 = -568363.447203
  nChanged 115
		SP:Iteration 20F (11412.420000 sec): 3 clusters
  Score: Raw -571215.930278 + Penalty 2769.902710 = -568446.027568
  nChanged 73
		SP:Iteration 21Q (11412.430000 sec): 3 clusters
  Score: Raw -571267.970377 + Penalty 2769.902710 = -568498.067667
  nChanged 46
		SP:Iteration 22Q (11412.440000 sec): 3 clusters
  Score: Raw -571300.012058 + Penalty 2769.902710 = -568530.109347
  nChanged 33
		SP:Iteration 23Q (11412.450000 sec): 3 clusters
  Score: Raw -571327.128022 + Penalty 2769.902710 = -568557.225312
  nChanged 29
		SP:Iteration 24Q (11412.460000 sec): 3 clusters
  Score: Raw -571349.482413 + Penalty 2769.902710 = -568579.579703
  nChanged 23
		SP:Iteration 25Q (11412.480000 sec): 3 clusters
  Score: Raw -571366.909641 + Penalty 2769.902710 = -568597.006931
  nChanged 19
		SP:Iteration 26Q (11412.480000 sec): 3 clusters
  Score: Raw -571382.314964 + Penalty 2769.902710 = -568612.412254
  nChanged 15
		SP:Iteration 27Q (11412.500000 sec): 3 clusters
  Score: Raw -571395.968749 + Penalty 2769.902710 = -568626.066039
  nChanged 13
		SP:Iteration 28Q (11412.510000 sec): 3 clusters
  Score: Raw -571408.400502 + Penalty 2769.902710 = -568638.497791
  nChanged 8
		SP:Iteration 29Q (11412.520000 sec): 3 clusters
  Score: Raw -571413.887896 + Penalty 2769.902710 = -568643.985185
  nChanged 4
		SP:Iteration 30Q (11412.530000 sec): 3 clusters
  Score: Raw -571417.340255 + Penalty 2769.902710 = -568647.437545
  nChanged 4
		SP:Iteration 31Q (11412.540000 sec): 3 clusters
  Score: Raw -571420.542931 + Penalty 2769.902710 = -568650.640221
  nChanged 6
		SP:Iteration 32Q (11412.550000 sec): 3 clusters
  Score: Raw -571426.889025 + Penalty 2769.902710 = -568656.986315
  nChanged 5
		SP:Iteration 33Q (11412.560000 sec): 3 clusters
  Score: Raw -571431.853111 + Penalty 2769.902710 = -568661.950401
  nChanged 2
		SP:Iteration 34Q (11412.570000 sec): 3 clusters
  Score: Raw -571434.013858 + Penalty 2769.902710 = -568664.111148
  nChanged 1
		SP:Iteration 35Q (11412.580000 sec): 3 clusters
  Score: Raw -571434.363614 + Penalty 2769.902710 = -568664.460904
  nChanged 1
		SP:Iteration 36Q (11412.600000 sec): 3 clusters
  Score: Raw -571434.978992 + Penalty 2769.902710 = -568665.076281
  nChanged 2
		SP:Iteration 37Q (11412.610000 sec): 3 clusters
  Score: Raw -571437.187064 + Penalty 2769.902710 = -568667.284353
  nChanged 1
		SP:Iteration 38Q (11412.620000 sec): 3 clusters
  Score: Raw -571437.679622 + Penalty 2769.902710 = -568667.776912
  nChanged 0
		SP:Iteration 39F (11412.630000 sec): 3 clusters
  Score: Raw -571437.679622 + Penalty 2769.902710 = -568667.776912
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11412.650000 sec): 2 clusters
  Score: Raw -769027.503482 + Penalty 1434.487397 = -767593.016085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11412.670000 sec): 3 clusters
  Score: Raw -765389.418985 + Penalty 2868.974794 = -762520.444191
  nChanged 2832
		SP:Iteration 1F (11412.690000 sec): 3 clusters
  Score: Raw -766999.535529 + Penalty 2868.974794 = -764130.560735
  nChanged 517
		SP:Iteration 2F (11412.700000 sec): 3 clusters
  Score: Raw -767333.461538 + Penalty 2868.974794 = -764464.486744
  nChanged 436
		SP:Iteration 3F (11412.720000 sec): 3 clusters
  Score: Raw -767572.882998 + Penalty 2868.974794 = -764703.908204
  nChanged 336
		SP:Iteration 4Q (11412.740000 sec): 3 clusters
  Score: Raw -767748.097628 + Penalty 2868.974794 = -764879.122834
  nChanged 268
		SP:Iteration 5Q (11412.760000 sec): 3 clusters
  Score: Raw -767885.568120 + Penalty 2868.974794 = -765016.593326
  nChanged 247
		SP:Iteration 6Q (11412.770000 sec): 3 clusters
  Score: Raw -767990.998017 + Penalty 2868.974794 = -765122.023223
  nChanged 204
		SP:Iteration 7Q (11412.790000 sec): 3 clusters
  Score: Raw -768084.780430 + Penalty 2868.974794 = -765215.805636
  nChanged 182
		SP:Iteration 8Q (11412.810000 sec): 3 clusters
  Score: Raw -768161.743272 + Penalty 2868.974794 = -765292.768478
  nChanged 155
		SP:Iteration 9Q (11412.820000 sec): 3 clusters
  Score: Raw -768231.619341 + Penalty 2868.974794 = -765362.644547
  nChanged 162
		SP:Iteration 10Q (11412.840000 sec): 3 clusters
  Score: Raw -768313.177166 + Penalty 2868.974794 = -765444.202372
  nChanged 153
		SP:Iteration 11Q (11412.860000 sec): 3 clusters
  Score: Raw -768382.191681 + Penalty 2868.974794 = -765513.216887
  nChanged 138
		SP:Iteration 12Q (11412.880000 sec): 3 clusters
  Score: Raw -768455.726742 + Penalty 2868.974794 = -765586.751948
  nChanged 149
		SP:Iteration 13Q (11412.890000 sec): 3 clusters
  Score: Raw -768548.249486 + Penalty 2868.974794 = -765679.274692
  nChanged 169
		SP:Iteration 14Q (11412.910000 sec): 3 clusters
  Score: Raw -768654.199986 + Penalty 2868.974794 = -765785.225192
  nChanged 173
		SP:Iteration 15Q (11412.920000 sec): 3 clusters
  Score: Raw -768768.709260 + Penalty 2868.974794 = -765899.734466
  nChanged 164
		SP:Iteration 16Q (11412.940000 sec): 3 clusters
  Score: Raw -768873.815201 + Penalty 2868.974794 = -766004.840407
  nChanged 154
		SP:Iteration 17Q (11412.960000 sec): 3 clusters
  Score: Raw -768978.642960 + Penalty 2868.974794 = -766109.668166
  nChanged 137
		SP:Iteration 18Q (11412.970000 sec): 3 clusters
  Score: Raw -769053.422623 + Penalty 2868.974794 = -766184.447829
  nChanged 94
		SP:Iteration 19Q (11412.990000 sec): 3 clusters
  Score: Raw -769101.930879 + Penalty 2868.974794 = -766232.956085
  nChanged 79
		SP:Iteration 20F (11413.000000 sec): 3 clusters
  Score: Raw -769142.162953 + Penalty 2868.974794 = -766273.188159
  nChanged 76
		SP:Iteration 21Q (11413.020000 sec): 3 clusters
  Score: Raw -769186.931172 + Penalty 2868.974794 = -766317.956378
  nChanged 76
		SP:Iteration 22Q (11413.040000 sec): 3 clusters
  Score: Raw -769234.497131 + Penalty 2868.974794 = -766365.522337
  nChanged 83
		SP:Iteration 23Q (11413.050000 sec): 3 clusters
  Score: Raw -769281.503860 + Penalty 2868.974794 = -766412.529066
  nChanged 65
		SP:Iteration 24Q (11413.070000 sec): 3 clusters
  Score: Raw -769314.417306 + Penalty 2868.974794 = -766445.442512
  nChanged 57
		SP:Iteration 25Q (11413.080000 sec): 3 clusters
  Score: Raw -769340.215043 + Penalty 2868.974794 = -766471.240249
  nChanged 52
		SP:Iteration 26Q (11413.100000 sec): 3 clusters
  Score: Raw -769362.865444 + Penalty 2868.974794 = -766493.890650
  nChanged 36
		SP:Iteration 27Q (11413.110000 sec): 3 clusters
  Score: Raw -769382.164682 + Penalty 2868.974794 = -766513.189887
  nChanged 59
		SP:Iteration 28Q (11413.120000 sec): 3 clusters
  Score: Raw -769422.986260 + Penalty 2868.974794 = -766554.011466
  nChanged 61
		SP:Iteration 29Q (11413.140000 sec): 3 clusters
  Score: Raw -769480.555965 + Penalty 2868.974794 = -766611.581171
  nChanged 65
		SP:Iteration 30Q (11413.160000 sec): 3 clusters
  Score: Raw -769542.800013 + Penalty 2868.974794 = -766673.825218
  nChanged 68
		SP:Iteration 31Q (11413.170000 sec): 3 clusters
  Score: Raw -769580.670200 + Penalty 2868.974794 = -766711.695406
  nChanged 55
		SP:Iteration 32Q (11413.180000 sec): 3 clusters
  Score: Raw -769604.303149 + Penalty 2868.974794 = -766735.328355
  nChanged 49
		SP:Iteration 33Q (11413.200000 sec): 3 clusters
  Score: Raw -769624.150014 + Penalty 2868.974794 = -766755.175220
  nChanged 35
		SP:Iteration 34Q (11413.210000 sec): 3 clusters
  Score: Raw -769639.060607 + Penalty 2868.974794 = -766770.085813
  nChanged 32
		SP:Iteration 35Q (11413.220000 sec): 3 clusters
  Score: Raw -769649.667779 + Penalty 2868.974794 = -766780.692985
  nChanged 19
		SP:Iteration 36Q (11413.240000 sec): 3 clusters
  Score: Raw -769655.991422 + Penalty 2868.974794 = -766787.016628
  nChanged 20
		SP:Iteration 37Q (11413.250000 sec): 3 clusters
  Score: Raw -769662.212602 + Penalty 2868.974794 = -766793.237808
  nChanged 19
		SP:Iteration 38Q (11413.270000 sec): 3 clusters
  Score: Raw -769668.716869 + Penalty 2868.974794 = -766799.742075
  nChanged 13
		SP:Iteration 39Q (11413.280000 sec): 3 clusters
  Score: Raw -769671.759577 + Penalty 2868.974794 = -766802.784783
  nChanged 3
		SP:Iteration 40F (11413.300000 sec): 3 clusters
  Score: Raw -769672.522463 + Penalty 2868.974794 = -766803.547669
  nChanged 3
		SP:Iteration 41Q (11413.310000 sec): 3 clusters
  Score: Raw -769673.283074 + Penalty 2868.974794 = -766804.308280
  nChanged 5
		SP:Iteration 42Q (11413.320000 sec): 3 clusters
  Score: Raw -769674.154411 + Penalty 2868.974794 = -766805.179617
  nChanged 3
		SP:Iteration 43Q (11413.340000 sec): 3 clusters
  Score: Raw -769674.838363 + Penalty 2868.974794 = -766805.863569
  nChanged 5
		SP:Iteration 44Q (11413.350000 sec): 3 clusters
  Score: Raw -769675.735388 + Penalty 2868.974794 = -766806.760594
  nChanged 4
		SP:Iteration 45Q (11413.370000 sec): 3 clusters
  Score: Raw -769676.294063 + Penalty 2868.974794 = -766807.319269
  nChanged 4
		SP:Iteration 46Q (11413.380000 sec): 3 clusters
  Score: Raw -769677.685050 + Penalty 2868.974794 = -766808.710256
  nChanged 4
		SP:Iteration 47Q (11413.400000 sec): 3 clusters
  Score: Raw -769678.613351 + Penalty 2868.974794 = -766809.638557
  nChanged 6
		SP:Iteration 48Q (11413.410000 sec): 3 clusters
  Score: Raw -769680.639414 + Penalty 2868.974794 = -766811.664620
  nChanged 10
		SP:Iteration 49Q (11413.420000 sec): 3 clusters
  Score: Raw -769683.552693 + Penalty 2868.974794 = -766814.577899
  nChanged 6
		SP:Iteration 50Q (11413.440000 sec): 3 clusters
  Score: Raw -769684.806101 + Penalty 2868.974794 = -766815.831307
  nChanged 4
		SP:Iteration 51Q (11413.450000 sec): 3 clusters
  Score: Raw -769685.492876 + Penalty 2868.974794 = -766816.518082
  nChanged 4
		SP:Iteration 52Q (11413.460000 sec): 3 clusters
  Score: Raw -769686.159058 + Penalty 2868.974794 = -766817.184264
  nChanged 5
		SP:Iteration 53Q (11413.480000 sec): 3 clusters
  Score: Raw -769687.285417 + Penalty 2868.974794 = -766818.310623
  nChanged 3
		SP:Iteration 54Q (11413.490000 sec): 3 clusters
  Score: Raw -769688.062101 + Penalty 2868.974794 = -766819.087307
  nChanged 4
		SP:Iteration 55Q (11413.500000 sec): 3 clusters
  Score: Raw -769688.702900 + Penalty 2868.974794 = -766819.728106
  nChanged 5
		SP:Iteration 56Q (11413.520000 sec): 3 clusters
  Score: Raw -769689.907169 + Penalty 2868.974794 = -766820.932375
  nChanged 3
		SP:Iteration 57Q (11413.530000 sec): 3 clusters
  Score: Raw -769690.373578 + Penalty 2868.974794 = -766821.398784
  nChanged 3
		SP:Iteration 58Q (11413.550000 sec): 3 clusters
  Score: Raw -769690.905954 + Penalty 2868.974794 = -766821.931160
  nChanged 2
		SP:Iteration 59Q (11413.560000 sec): 3 clusters
  Score: Raw -769691.276870 + Penalty 2868.974794 = -766822.302076
  nChanged 3
		SP:Iteration 60F (11413.580000 sec): 3 clusters
  Score: Raw -769692.011310 + Penalty 2868.974794 = -766823.036516
  nChanged 2
		SP:Iteration 61Q (11413.590000 sec): 3 clusters
  Score: Raw -769692.467322 + Penalty 2868.974794 = -766823.492528
  nChanged 2
		SP:Iteration 62Q (11413.600000 sec): 3 clusters
  Score: Raw -769692.792877 + Penalty 2868.974794 = -766823.818083
  nChanged 1
		SP:Iteration 63Q (11413.620000 sec): 3 clusters
  Score: Raw -769693.054816 + Penalty 2868.974794 = -766824.080022
  nChanged 0
		SP:Iteration 64F (11413.640000 sec): 3 clusters
  Score: Raw -769693.054816 + Penalty 2868.974794 = -766824.080022
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11413.660000 sec): 2 clusters
  Score: Raw -671481.379921 + Penalty 1413.562777 = -670067.817144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11413.670000 sec): 3 clusters
  Score: Raw -668273.761835 + Penalty 2827.125554 = -665446.636281
  nChanged 2493
		SP:Iteration 1F (11413.680000 sec): 3 clusters
  Score: Raw -669658.262494 + Penalty 2827.125554 = -666831.136940
  nChanged 439
		SP:Iteration 2F (11413.700000 sec): 3 clusters
  Score: Raw -669892.076635 + Penalty 2827.125554 = -667064.951081
  nChanged 347
		SP:Iteration 3F (11413.720000 sec): 3 clusters
  Score: Raw -670110.403486 + Penalty 2827.125554 = -667283.277932
  nChanged 324
		SP:Iteration 4F (11413.730000 sec): 3 clusters
  Score: Raw -670338.527408 + Penalty 2827.125554 = -667511.401854
  nChanged 287
		SP:Iteration 5Q (11413.740000 sec): 3 clusters
  Score: Raw -670503.041606 + Penalty 2827.125554 = -667675.916052
  nChanged 217
		SP:Iteration 6Q (11413.760000 sec): 3 clusters
  Score: Raw -670619.753510 + Penalty 2827.125554 = -667792.627956
  nChanged 194
		SP:Iteration 7Q (11413.780000 sec): 3 clusters
  Score: Raw -670726.336574 + Penalty 2827.125554 = -667899.211020
  nChanged 162
		SP:Iteration 8Q (11413.790000 sec): 3 clusters
  Score: Raw -670804.662117 + Penalty 2827.125554 = -667977.536563
  nChanged 158
		SP:Iteration 9Q (11413.800000 sec): 3 clusters
  Score: Raw -670880.366886 + Penalty 2827.125554 = -668053.241332
  nChanged 144
		SP:Iteration 10Q (11413.820000 sec): 3 clusters
  Score: Raw -670941.109987 + Penalty 2827.125554 = -668113.984433
  nChanged 130
		SP:Iteration 11Q (11413.830000 sec): 3 clusters
  Score: Raw -670991.298879 + Penalty 2827.125554 = -668164.173325
  nChanged 109
		SP:Iteration 12Q (11413.850000 sec): 3 clusters
  Score: Raw -671035.810458 + Penalty 2827.125554 = -668208.684904
  nChanged 118
		SP:Iteration 13Q (11413.860000 sec): 3 clusters
  Score: Raw -671086.304833 + Penalty 2827.125554 = -668259.179278
  nChanged 130
		SP:Iteration 14Q (11413.880000 sec): 3 clusters
  Score: Raw -671145.851251 + Penalty 2827.125554 = -668318.725697
  nChanged 149
		SP:Iteration 15Q (11413.890000 sec): 3 clusters
  Score: Raw -671222.655885 + Penalty 2827.125554 = -668395.530331
  nChanged 145
		SP:Iteration 16Q (11413.900000 sec): 3 clusters
  Score: Raw -671300.940615 + Penalty 2827.125554 = -668473.815061
  nChanged 145
		SP:Iteration 17Q (11413.920000 sec): 3 clusters
  Score: Raw -671387.264173 + Penalty 2827.125554 = -668560.138619
  nChanged 133
		SP:Iteration 18Q (11413.930000 sec): 3 clusters
  Score: Raw -671457.972341 + Penalty 2827.125554 = -668630.846787
  nChanged 110
		SP:Iteration 19Q (11413.950000 sec): 3 clusters
  Score: Raw -671517.992722 + Penalty 2827.125554 = -668690.867167
  nChanged 94
		SP:Iteration 20F (11413.960000 sec): 3 clusters
  Score: Raw -671572.363819 + Penalty 2827.125554 = -668745.238264
  nChanged 68
		SP:Iteration 21Q (11413.980000 sec): 3 clusters
  Score: Raw -671619.555764 + Penalty 2827.125554 = -668792.430210
  nChanged 66
		SP:Iteration 22Q (11413.990000 sec): 3 clusters
  Score: Raw -671665.720561 + Penalty 2827.125554 = -668838.595006
  nChanged 44
		SP:Iteration 23Q (11414.010000 sec): 3 clusters
  Score: Raw -671692.947846 + Penalty 2827.125554 = -668865.822292
  nChanged 42
		SP:Iteration 24Q (11414.020000 sec): 3 clusters
  Score: Raw -671717.695148 + Penalty 2827.125554 = -668890.569594
  nChanged 33
		SP:Iteration 25Q (11414.040000 sec): 3 clusters
  Score: Raw -671733.893629 + Penalty 2827.125554 = -668906.768074
  nChanged 26
		SP:Iteration 26Q (11414.050000 sec): 3 clusters
  Score: Raw -671746.198747 + Penalty 2827.125554 = -668919.073193
  nChanged 22
		SP:Iteration 27Q (11414.060000 sec): 3 clusters
  Score: Raw -671756.521229 + Penalty 2827.125554 = -668929.395675
  nChanged 19
		SP:Iteration 28Q (11414.080000 sec): 3 clusters
  Score: Raw -671763.693329 + Penalty 2827.125554 = -668936.567774
  nChanged 10
		SP:Iteration 29Q (11414.090000 sec): 3 clusters
  Score: Raw -671768.631752 + Penalty 2827.125554 = -668941.506197
  nChanged 13
		SP:Iteration 30Q (11414.100000 sec): 3 clusters
  Score: Raw -671774.243399 + Penalty 2827.125554 = -668947.117845
  nChanged 8
		SP:Iteration 31Q (11414.120000 sec): 3 clusters
  Score: Raw -671777.749583 + Penalty 2827.125554 = -668950.624028
  nChanged 5
		SP:Iteration 32Q (11414.130000 sec): 3 clusters
  Score: Raw -671779.684741 + Penalty 2827.125554 = -668952.559186
  nChanged 4
		SP:Iteration 33Q (11414.150000 sec): 3 clusters
  Score: Raw -671781.130414 + Penalty 2827.125554 = -668954.004859
  nChanged 6
		SP:Iteration 34Q (11414.160000 sec): 3 clusters
  Score: Raw -671783.394802 + Penalty 2827.125554 = -668956.269248
  nChanged 7
		SP:Iteration 35Q (11414.180000 sec): 3 clusters
  Score: Raw -671786.197354 + Penalty 2827.125554 = -668959.071800
  nChanged 8
		SP:Iteration 36Q (11414.190000 sec): 3 clusters
  Score: Raw -671788.736570 + Penalty 2827.125554 = -668961.611016
  nChanged 3
		SP:Iteration 37Q (11414.200000 sec): 3 clusters
  Score: Raw -671789.931254 + Penalty 2827.125554 = -668962.805699
  nChanged 2
		SP:Iteration 38Q (11414.220000 sec): 3 clusters
  Score: Raw -671790.615678 + Penalty 2827.125554 = -668963.490124
  nChanged 3
		SP:Iteration 39Q (11414.230000 sec): 3 clusters
  Score: Raw -671791.551373 + Penalty 2827.125554 = -668964.425819
  nChanged 2
		SP:Iteration 40F (11414.240000 sec): 3 clusters
  Score: Raw -671792.166155 + Penalty 2827.125554 = -668965.040601
  nChanged 1
		SP:Iteration 41Q (11414.260000 sec): 3 clusters
  Score: Raw -671792.424674 + Penalty 2827.125554 = -668965.299119
  nChanged 2
		SP:Iteration 42Q (11414.270000 sec): 3 clusters
  Score: Raw -671793.525456 + Penalty 2827.125554 = -668966.399902
  nChanged 3
		SP:Iteration 43Q (11414.280000 sec): 3 clusters
  Score: Raw -671794.459973 + Penalty 2827.125554 = -668967.334419
  nChanged 1
		SP:Iteration 44Q (11414.300000 sec): 3 clusters
  Score: Raw -671794.881283 + Penalty 2827.125554 = -668967.755728
  nChanged 0
		SP:Iteration 45F (11414.320000 sec): 3 clusters
  Score: Raw -671794.881283 + Penalty 2827.125554 = -668967.755728
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11414.320000 sec): 2 clusters
  Score: Raw -17274.385693 + Penalty 841.124332 = -16433.261362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11414.320000 sec): 3 clusters
  Score: Raw -17461.451932 + Penalty 1682.248663 = -15779.203269
  nChanged 21
		SP:Iteration 1F (11414.320000 sec): 3 clusters
  Score: Raw -17528.159611 + Penalty 1682.248663 = -15845.910948
  nChanged 4
		SP:Iteration 2Q (11414.320000 sec): 3 clusters
  Score: Raw -17537.693462 + Penalty 1682.248663 = -15855.444799
  nChanged 1
		SP:Iteration 3Q (11414.320000 sec): 3 clusters
  Score: Raw -17538.492742 + Penalty 1682.248663 = -15856.244079
  nChanged 0
		SP:Iteration 4F (11414.320000 sec): 3 clusters
  Score: Raw -17538.492742 + Penalty 1682.248663 = -15856.244079
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11414.330000 sec): 2 clusters
  Score: Raw -235318.313803 + Penalty 1252.835490 = -234065.478312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11414.340000 sec): 3 clusters
  Score: Raw -234368.886219 + Penalty 2505.670981 = -231863.215238
  nChanged 785
		SP:Iteration 1F (11414.340000 sec): 3 clusters
  Score: Raw -234896.464819 + Penalty 2505.670981 = -232390.793838
  nChanged 207
		SP:Iteration 2F (11414.350000 sec): 3 clusters
  Score: Raw -235070.725509 + Penalty 2505.670981 = -232565.054528
  nChanged 137
		SP:Iteration 3F (11414.360000 sec): 3 clusters
  Score: Raw -235178.257746 + Penalty 2505.670981 = -232672.586765
  nChanged 103
		SP:Iteration 4Q (11414.360000 sec): 3 clusters
  Score: Raw -235247.452947 + Penalty 2505.670981 = -232741.781967
  nChanged 76
		SP:Iteration 5Q (11414.370000 sec): 3 clusters
  Score: Raw -235315.272255 + Penalty 2505.670981 = -232809.601274
  nChanged 64
		SP:Iteration 6Q (11414.370000 sec): 3 clusters
  Score: Raw -235365.259116 + Penalty 2505.670981 = -232859.588135
  nChanged 54
		SP:Iteration 7Q (11414.380000 sec): 3 clusters
  Score: Raw -235400.903261 + Penalty 2505.670981 = -232895.232280
  nChanged 34
		SP:Iteration 8Q (11414.380000 sec): 3 clusters
  Score: Raw -235423.370341 + Penalty 2505.670981 = -232917.699360
  nChanged 34
		SP:Iteration 9Q (11414.390000 sec): 3 clusters
  Score: Raw -235442.919654 + Penalty 2505.670981 = -232937.248673
  nChanged 25
		SP:Iteration 10Q (11414.400000 sec): 3 clusters
  Score: Raw -235459.287407 + Penalty 2505.670981 = -232953.616426
  nChanged 23
		SP:Iteration 11Q (11414.400000 sec): 3 clusters
  Score: Raw -235475.107115 + Penalty 2505.670981 = -232969.436134
  nChanged 19
		SP:Iteration 12Q (11414.400000 sec): 3 clusters
  Score: Raw -235486.619675 + Penalty 2505.670981 = -232980.948694
  nChanged 21
		SP:Iteration 13Q (11414.410000 sec): 3 clusters
  Score: Raw -235499.539839 + Penalty 2505.670981 = -232993.868858
  nChanged 22
		SP:Iteration 14Q (11414.420000 sec): 3 clusters
  Score: Raw -235509.594824 + Penalty 2505.670981 = -233003.923843
  nChanged 20
		SP:Iteration 15Q (11414.420000 sec): 3 clusters
  Score: Raw -235525.034005 + Penalty 2505.670981 = -233019.363024
  nChanged 21
		SP:Iteration 16Q (11414.430000 sec): 3 clusters
  Score: Raw -235543.495392 + Penalty 2505.670981 = -233037.824411
  nChanged 23
		SP:Iteration 17Q (11414.430000 sec): 3 clusters
  Score: Raw -235564.090932 + Penalty 2505.670981 = -233058.419951
  nChanged 25
		SP:Iteration 18Q (11414.440000 sec): 3 clusters
  Score: Raw -235580.976751 + Penalty 2505.670981 = -233075.305770
  nChanged 20
		SP:Iteration 19Q (11414.440000 sec): 3 clusters
  Score: Raw -235589.507606 + Penalty 2505.670981 = -233083.836625
  nChanged 15
		SP:Iteration 20F (11414.450000 sec): 3 clusters
  Score: Raw -235595.176799 + Penalty 2505.670981 = -233089.505818
  nChanged 10
		SP:Iteration 21Q (11414.450000 sec): 3 clusters
  Score: Raw -235600.244515 + Penalty 2505.670981 = -233094.573535
  nChanged 6
		SP:Iteration 22Q (11414.460000 sec): 3 clusters
  Score: Raw -235603.514452 + Penalty 2505.670981 = -233097.843471
  nChanged 9
		SP:Iteration 23Q (11414.460000 sec): 3 clusters
  Score: Raw -235607.038059 + Penalty 2505.670981 = -233101.367078
  nChanged 7
		SP:Iteration 24Q (11414.470000 sec): 3 clusters
  Score: Raw -235611.015199 + Penalty 2505.670981 = -233105.344218
  nChanged 7
		SP:Iteration 25Q (11414.480000 sec): 3 clusters
  Score: Raw -235614.197676 + Penalty 2505.670981 = -233108.526695
  nChanged 4
		SP:Iteration 26Q (11414.480000 sec): 3 clusters
  Score: Raw -235615.890068 + Penalty 2505.670981 = -233110.219087
  nChanged 4
		SP:Iteration 27Q (11414.480000 sec): 3 clusters
  Score: Raw -235618.604332 + Penalty 2505.670981 = -233112.933351
  nChanged 6
		SP:Iteration 28Q (11414.490000 sec): 3 clusters
  Score: Raw -235620.224765 + Penalty 2505.670981 = -233114.553784
  nChanged 3
		SP:Iteration 29Q (11414.500000 sec): 3 clusters
  Score: Raw -235624.065057 + Penalty 2505.670981 = -233118.394076
  nChanged 10
		SP:Iteration 30Q (11414.500000 sec): 3 clusters
  Score: Raw -235629.709205 + Penalty 2505.670981 = -233124.038224
  nChanged 5
		SP:Iteration 31Q (11414.510000 sec): 3 clusters
  Score: Raw -235631.847264 + Penalty 2505.670981 = -233126.176283
  nChanged 3
		SP:Iteration 32Q (11414.510000 sec): 3 clusters
  Score: Raw -235633.092291 + Penalty 2505.670981 = -233127.421310
  nChanged 3
		SP:Iteration 33Q (11414.520000 sec): 3 clusters
  Score: Raw -235634.339738 + Penalty 2505.670981 = -233128.668757
  nChanged 2
		SP:Iteration 34Q (11414.520000 sec): 3 clusters
  Score: Raw -235635.091489 + Penalty 2505.670981 = -233129.420508
  nChanged 3
		SP:Iteration 35Q (11414.530000 sec): 3 clusters
  Score: Raw -235637.516418 + Penalty 2505.670981 = -233131.845437
  nChanged 6
		SP:Iteration 36Q (11414.540000 sec): 3 clusters
  Score: Raw -235639.842891 + Penalty 2505.670981 = -233134.171910
  nChanged 5
		SP:Iteration 37Q (11414.540000 sec): 3 clusters
  Score: Raw -235641.433472 + Penalty 2505.670981 = -233135.762491
  nChanged 6
		SP:Iteration 38Q (11414.540000 sec): 3 clusters
  Score: Raw -235643.911231 + Penalty 2505.670981 = -233138.240250
  nChanged 8
		SP:Iteration 39Q (11414.550000 sec): 3 clusters
  Score: Raw -235649.874888 + Penalty 2505.670981 = -233144.203907
  nChanged 12
		SP:Iteration 40F (11414.560000 sec): 3 clusters
  Score: Raw -235658.166221 + Penalty 2505.670981 = -233152.495240
  nChanged 15
		SP:Iteration 41Q (11414.560000 sec): 3 clusters
  Score: Raw -235666.187042 + Penalty 2505.670981 = -233160.516061
  nChanged 19
		SP:Iteration 42Q (11414.570000 sec): 3 clusters
  Score: Raw -235680.718397 + Penalty 2505.670981 = -233175.047416
  nChanged 22
		SP:Iteration 43Q (11414.570000 sec): 3 clusters
  Score: Raw -235696.015239 + Penalty 2505.670981 = -233190.344258
  nChanged 26
		SP:Iteration 44Q (11414.580000 sec): 3 clusters
  Score: Raw -235711.524738 + Penalty 2505.670981 = -233205.853757
  nChanged 20
		SP:Iteration 45Q (11414.580000 sec): 3 clusters
  Score: Raw -235719.112530 + Penalty 2505.670981 = -233213.441549
  nChanged 18
		SP:Iteration 46Q (11414.590000 sec): 3 clusters
  Score: Raw -235727.483782 + Penalty 2505.670981 = -233221.812801
  nChanged 14
		SP:Iteration 47Q (11414.590000 sec): 3 clusters
  Score: Raw -235735.855185 + Penalty 2505.670981 = -233230.184204
  nChanged 18
		SP:Iteration 48Q (11414.600000 sec): 3 clusters
  Score: Raw -235747.360808 + Penalty 2505.670981 = -233241.689827
  nChanged 25
		SP:Iteration 49Q (11414.600000 sec): 3 clusters
  Score: Raw -235761.206638 + Penalty 2505.670981 = -233255.535657
  nChanged 22
		SP:Iteration 50Q (11414.610000 sec): 3 clusters
  Score: Raw -235776.180694 + Penalty 2505.670981 = -233270.509713
  nChanged 26
		SP:Iteration 51Q (11414.610000 sec): 3 clusters
  Score: Raw -235794.030706 + Penalty 2505.670981 = -233288.359725
  nChanged 27
		SP:Iteration 52Q (11414.620000 sec): 3 clusters
  Score: Raw -235806.750437 + Penalty 2505.670981 = -233301.079456
  nChanged 14
		SP:Iteration 53Q (11414.620000 sec): 3 clusters
  Score: Raw -235815.342281 + Penalty 2505.670981 = -233309.671300
  nChanged 11
		SP:Iteration 54Q (11414.630000 sec): 3 clusters
  Score: Raw -235820.928628 + Penalty 2505.670981 = -233315.257647
  nChanged 7
		SP:Iteration 55Q (11414.640000 sec): 3 clusters
  Score: Raw -235824.158796 + Penalty 2505.670981 = -233318.487815
  nChanged 6
		SP:Iteration 56Q (11414.640000 sec): 3 clusters
  Score: Raw -235826.491502 + Penalty 2505.670981 = -233320.820522
  nChanged 4
		SP:Iteration 57Q (11414.640000 sec): 3 clusters
  Score: Raw -235828.198371 + Penalty 2505.670981 = -233322.527390
  nChanged 6
		SP:Iteration 58Q (11414.650000 sec): 3 clusters
  Score: Raw -235830.988325 + Penalty 2505.670981 = -233325.317344
  nChanged 7
		SP:Iteration 59Q (11414.660000 sec): 3 clusters
  Score: Raw -235835.552316 + Penalty 2505.670981 = -233329.881335
  nChanged 8
		SP:Iteration 60F (11414.660000 sec): 3 clusters
  Score: Raw -235840.462726 + Penalty 2505.670981 = -233334.791745
  nChanged 9
		SP:Iteration 61Q (11414.660000 sec): 3 clusters
  Score: Raw -235846.548193 + Penalty 2505.670981 = -233340.877212
  nChanged 7
		SP:Iteration 62Q (11414.670000 sec): 3 clusters
  Score: Raw -235851.089026 + Penalty 2505.670981 = -233345.418045
  nChanged 7
		SP:Iteration 63Q (11414.680000 sec): 3 clusters
  Score: Raw -235854.934749 + Penalty 2505.670981 = -233349.263769
  nChanged 6
		SP:Iteration 64Q (11414.680000 sec): 3 clusters
  Score: Raw -235857.659409 + Penalty 2505.670981 = -233351.988428
  nChanged 7
		SP:Iteration 65Q (11414.680000 sec): 3 clusters
  Score: Raw -235860.437804 + Penalty 2505.670981 = -233354.766823
  nChanged 3
		SP:Iteration 66Q (11414.690000 sec): 3 clusters
  Score: Raw -235862.371272 + Penalty 2505.670981 = -233356.700291
  nChanged 5
		SP:Iteration 67Q (11414.700000 sec): 3 clusters
  Score: Raw -235865.572831 + Penalty 2505.670981 = -233359.901850
  nChanged 9
		SP:Iteration 68Q (11414.700000 sec): 3 clusters
  Score: Raw -235870.618996 + Penalty 2505.670981 = -233364.948015
  nChanged 10
		SP:Iteration 69Q (11414.700000 sec): 3 clusters
  Score: Raw -235877.203271 + Penalty 2505.670981 = -233371.532290
  nChanged 11
		SP:Iteration 70Q (11414.710000 sec): 3 clusters
  Score: Raw -235884.845053 + Penalty 2505.670981 = -233379.174072
  nChanged 12
		SP:Iteration 71Q (11414.720000 sec): 3 clusters
  Score: Raw -235897.440689 + Penalty 2505.670981 = -233391.769708
  nChanged 16
		SP:Iteration 72Q (11414.720000 sec): 3 clusters
  Score: Raw -235913.573085 + Penalty 2505.670981 = -233407.902104
  nChanged 12
		SP:Iteration 73Q (11414.720000 sec): 3 clusters
  Score: Raw -235919.655760 + Penalty 2505.670981 = -233413.984779
  nChanged 9
		SP:Iteration 74Q (11414.730000 sec): 3 clusters
  Score: Raw -235924.435587 + Penalty 2505.670981 = -233418.764606
  nChanged 7
		SP:Iteration 75Q (11414.740000 sec): 3 clusters
  Score: Raw -235926.500409 + Penalty 2505.670981 = -233420.829428
  nChanged 1
		SP:Iteration 76Q (11414.740000 sec): 3 clusters
  Score: Raw -235926.647749 + Penalty 2505.670981 = -233420.976768
  nChanged 0
		SP:Iteration 77F (11414.740000 sec): 3 clusters
  Score: Raw -235926.647749 + Penalty 2505.670981 = -233420.976768
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11414.750000 sec): 2 clusters
  Score: Raw -68447.320337 + Penalty 1045.091301 = -67402.229036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11414.750000 sec): 3 clusters
  Score: Raw -68348.108118 + Penalty 2090.182602 = -66257.925516
  nChanged 158
		SP:Iteration 1F (11414.760000 sec): 3 clusters
  Score: Raw -68512.394717 + Penalty 2090.182602 = -66422.212116
  nChanged 40
		SP:Iteration 2F (11414.760000 sec): 3 clusters
  Score: Raw -68567.667816 + Penalty 2090.182602 = -66477.485214
  nChanged 21
		SP:Iteration 3Q (11414.760000 sec): 3 clusters
  Score: Raw -68598.290330 + Penalty 2090.182602 = -66508.107728
  nChanged 11
		SP:Iteration 4Q (11414.760000 sec): 3 clusters
  Score: Raw -68616.091288 + Penalty 2090.182602 = -66525.908686
  nChanged 7
		SP:Iteration 5Q (11414.760000 sec): 3 clusters
  Score: Raw -68625.741716 + Penalty 2090.182602 = -66535.559115
  nChanged 7
		SP:Iteration 6Q (11414.760000 sec): 3 clusters
  Score: Raw -68631.434764 + Penalty 2090.182602 = -66541.252162
  nChanged 2
		SP:Iteration 7Q (11414.760000 sec): 3 clusters
  Score: Raw -68633.448072 + Penalty 2090.182602 = -66543.265471
  nChanged 3
		SP:Iteration 8Q (11414.770000 sec): 3 clusters
  Score: Raw -68635.946362 + Penalty 2090.182602 = -66545.763760
  nChanged 2
		SP:Iteration 9Q (11414.770000 sec): 3 clusters
  Score: Raw -68638.760757 + Penalty 2090.182602 = -66548.578155
  nChanged 2
		SP:Iteration 10Q (11414.770000 sec): 3 clusters
  Score: Raw -68640.169842 + Penalty 2090.182602 = -66549.987241
  nChanged 2
		SP:Iteration 11Q (11414.770000 sec): 3 clusters
  Score: Raw -68642.697915 + Penalty 2090.182602 = -66552.515314
  nChanged 2
		SP:Iteration 12Q (11414.770000 sec): 3 clusters
  Score: Raw -68646.987568 + Penalty 2090.182602 = -66556.804966
  nChanged 4
		SP:Iteration 13Q (11414.770000 sec): 3 clusters
  Score: Raw -68653.964249 + Penalty 2090.182602 = -66563.781648
  nChanged 3
		SP:Iteration 14Q (11414.780000 sec): 3 clusters
  Score: Raw -68662.622047 + Penalty 2090.182602 = -66572.439445
  nChanged 3
		SP:Iteration 15Q (11414.780000 sec): 3 clusters
  Score: Raw -68664.625080 + Penalty 2090.182602 = -66574.442478
  nChanged 1
		SP:Iteration 16Q (11414.780000 sec): 3 clusters
  Score: Raw -68665.060758 + Penalty 2090.182602 = -66574.878156
  nChanged 0
		SP:Iteration 17F (11414.780000 sec): 3 clusters
  Score: Raw -68665.060758 + Penalty 2090.182602 = -66574.878156
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (5940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11414.800000 sec): 2 clusters
  Score: Raw -626291.316586 + Penalty 1412.037967 = -624879.278619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11414.820000 sec): 3 clusters
  Score: Raw -623183.870659 + Penalty 2824.075934 = -620359.794725
  nChanged 2449
		SP:Iteration 1F (11414.830000 sec): 3 clusters
  Score: Raw -624772.708391 + Penalty 2824.075934 = -621948.632457
  nChanged 536
		SP:Iteration 2F (11414.840000 sec): 3 clusters
  Score: Raw -625164.382776 + Penalty 2824.075934 = -622340.306842
  nChanged 395
		SP:Iteration 3F (11414.860000 sec): 3 clusters
  Score: Raw -625427.406090 + Penalty 2824.075934 = -622603.330156
  nChanged 305
		SP:Iteration 4F (11414.880000 sec): 3 clusters
  Score: Raw -625643.585462 + Penalty 2824.075934 = -622819.509528
  nChanged 267
		SP:Iteration 5Q (11414.890000 sec): 3 clusters
  Score: Raw -625827.227694 + Penalty 2824.075934 = -623003.151760
  nChanged 253
		SP:Iteration 6Q (11414.900000 sec): 3 clusters
  Score: Raw -625976.492543 + Penalty 2824.075934 = -623152.416609
  nChanged 191
		SP:Iteration 7Q (11414.920000 sec): 3 clusters
  Score: Raw -626085.057567 + Penalty 2824.075934 = -623260.981633
  nChanged 176
		SP:Iteration 8Q (11414.930000 sec): 3 clusters
  Score: Raw -626171.517216 + Penalty 2824.075934 = -623347.441281
  nChanged 151
		SP:Iteration 9Q (11414.950000 sec): 3 clusters
  Score: Raw -626242.634465 + Penalty 2824.075934 = -623418.558531
  nChanged 125
		SP:Iteration 10Q (11414.960000 sec): 3 clusters
  Score: Raw -626296.702886 + Penalty 2824.075934 = -623472.626952
  nChanged 88
		SP:Iteration 11Q (11414.980000 sec): 3 clusters
  Score: Raw -626333.471139 + Penalty 2824.075934 = -623509.395205
  nChanged 85
		SP:Iteration 12Q (11414.990000 sec): 3 clusters
  Score: Raw -626368.401673 + Penalty 2824.075934 = -623544.325739
  nChanged 85
		SP:Iteration 13Q (11415.000000 sec): 3 clusters
  Score: Raw -626401.912011 + Penalty 2824.075934 = -623577.836077
  nChanged 71
		SP:Iteration 14Q (11415.020000 sec): 3 clusters
  Score: Raw -626426.880156 + Penalty 2824.075934 = -623602.804222
  nChanged 55
		SP:Iteration 15Q (11415.030000 sec): 3 clusters
  Score: Raw -626447.155657 + Penalty 2824.075934 = -623623.079723
  nChanged 50
		SP:Iteration 16Q (11415.040000 sec): 3 clusters
  Score: Raw -626464.812489 + Penalty 2824.075934 = -623640.736555
  nChanged 43
		SP:Iteration 17Q (11415.060000 sec): 3 clusters
  Score: Raw -626479.167485 + Penalty 2824.075934 = -623655.091551
  nChanged 41
		SP:Iteration 18Q (11415.070000 sec): 3 clusters
  Score: Raw -626495.415843 + Penalty 2824.075934 = -623671.339909
  nChanged 37
		SP:Iteration 19Q (11415.090000 sec): 3 clusters
  Score: Raw -626507.608064 + Penalty 2824.075934 = -623683.532130
  nChanged 39
		SP:Iteration 20F (11415.100000 sec): 3 clusters
  Score: Raw -626523.173114 + Penalty 2824.075934 = -623699.097180
  nChanged 47
		SP:Iteration 21Q (11415.120000 sec): 3 clusters
  Score: Raw -626544.850890 + Penalty 2824.075934 = -623720.774955
  nChanged 59
		SP:Iteration 22Q (11415.130000 sec): 3 clusters
  Score: Raw -626573.928191 + Penalty 2824.075934 = -623749.852257
  nChanged 56
		SP:Iteration 23Q (11415.140000 sec): 3 clusters
  Score: Raw -626600.393414 + Penalty 2824.075934 = -623776.317480
  nChanged 51
		SP:Iteration 24Q (11415.160000 sec): 3 clusters
  Score: Raw -626624.102351 + Penalty 2824.075934 = -623800.026417
  nChanged 47
		SP:Iteration 25Q (11415.170000 sec): 3 clusters
  Score: Raw -626644.608262 + Penalty 2824.075934 = -623820.532328
  nChanged 44
		SP:Iteration 26Q (11415.180000 sec): 3 clusters
  Score: Raw -626663.226471 + Penalty 2824.075934 = -623839.150537
  nChanged 39
		SP:Iteration 27Q (11415.200000 sec): 3 clusters
  Score: Raw -626680.616219 + Penalty 2824.075934 = -623856.540285
  nChanged 38
		SP:Iteration 28Q (11415.210000 sec): 3 clusters
  Score: Raw -626698.428473 + Penalty 2824.075934 = -623874.352539
  nChanged 36
		SP:Iteration 29Q (11415.220000 sec): 3 clusters
  Score: Raw -626710.454151 + Penalty 2824.075934 = -623886.378217
  nChanged 27
		SP:Iteration 30Q (11415.240000 sec): 3 clusters
  Score: Raw -626719.095519 + Penalty 2824.075934 = -623895.019585
  nChanged 16
		SP:Iteration 31Q (11415.250000 sec): 3 clusters
  Score: Raw -626723.007951 + Penalty 2824.075934 = -623898.932017
  nChanged 5
		SP:Iteration 32Q (11415.260000 sec): 3 clusters
  Score: Raw -626724.461636 + Penalty 2824.075934 = -623900.385702
  nChanged 8
		SP:Iteration 33Q (11415.280000 sec): 3 clusters
  Score: Raw -626727.699981 + Penalty 2824.075934 = -623903.624047
  nChanged 14
		SP:Iteration 34Q (11415.290000 sec): 3 clusters
  Score: Raw -626730.623582 + Penalty 2824.075934 = -623906.547648
  nChanged 6
		SP:Iteration 35Q (11415.300000 sec): 3 clusters
  Score: Raw -626731.416552 + Penalty 2824.075934 = -623907.340618
  nChanged 4
		SP:Iteration 36Q (11415.320000 sec): 3 clusters
  Score: Raw -626732.405635 + Penalty 2824.075934 = -623908.329701
  nChanged 5
		SP:Iteration 37Q (11415.330000 sec): 3 clusters
  Score: Raw -626734.121752 + Penalty 2824.075934 = -623910.045818
  nChanged 5
		SP:Iteration 38Q (11415.340000 sec): 3 clusters
  Score: Raw -626735.725739 + Penalty 2824.075934 = -623911.649804
  nChanged 3
		SP:Iteration 39Q (11415.360000 sec): 3 clusters
  Score: Raw -626737.263644 + Penalty 2824.075934 = -623913.187710
  nChanged 5
		SP:Iteration 40F (11415.370000 sec): 3 clusters
  Score: Raw -626738.330657 + Penalty 2824.075934 = -623914.254723
  nChanged 6
		SP:Iteration 41Q (11415.380000 sec): 3 clusters
  Score: Raw -626739.358850 + Penalty 2824.075934 = -623915.282916
  nChanged 7
		SP:Iteration 42Q (11415.400000 sec): 3 clusters
  Score: Raw -626742.600663 + Penalty 2824.075934 = -623918.524729
  nChanged 9
		SP:Iteration 43Q (11415.410000 sec): 3 clusters
  Score: Raw -626745.440298 + Penalty 2824.075934 = -623921.364364
  nChanged 7
		SP:Iteration 44Q (11415.420000 sec): 3 clusters
  Score: Raw -626747.460717 + Penalty 2824.075934 = -623923.384783
  nChanged 3
		SP:Iteration 45Q (11415.440000 sec): 3 clusters
  Score: Raw -626748.245951 + Penalty 2824.075934 = -623924.170017
  nChanged 4
		SP:Iteration 46Q (11415.450000 sec): 3 clusters
  Score: Raw -626748.998496 + Penalty 2824.075934 = -623924.922562
  nChanged 2
		SP:Iteration 47Q (11415.460000 sec): 3 clusters
  Score: Raw -626749.433015 + Penalty 2824.075934 = -623925.357081
  nChanged 5
		SP:Iteration 48Q (11415.480000 sec): 3 clusters
  Score: Raw -626750.558227 + Penalty 2824.075934 = -623926.482293
  nChanged 2
		SP:Iteration 49Q (11415.490000 sec): 3 clusters
  Score: Raw -626751.705094 + Penalty 2824.075934 = -623927.629160
  nChanged 1
		SP:Iteration 50Q (11415.500000 sec): 3 clusters
  Score: Raw -626751.793506 + Penalty 2824.075934 = -623927.717572
  nChanged 0
		SP:Iteration 51F (11415.520000 sec): 3 clusters
  Score: Raw -626751.793506 + Penalty 2824.075934 = -623927.717572
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11415.520000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11415.530000 sec): 3 clusters
  Score: Raw -153171.705012 + Penalty 2347.571096 = -150824.133916
  nChanged 441
		SP:Iteration 1F (11415.530000 sec): 3 clusters
  Score: Raw -153522.908566 + Penalty 2347.571096 = -151175.337470
  nChanged 121
		SP:Iteration 2F (11415.540000 sec): 3 clusters
  Score: Raw -153740.446963 + Penalty 2347.571096 = -151392.875867
  nChanged 91
		SP:Iteration 3F (11415.540000 sec): 3 clusters
  Score: Raw -153960.742843 + Penalty 2347.571096 = -151613.171747
  nChanged 89
		SP:Iteration 4F (11415.540000 sec): 3 clusters
  Score: Raw -154063.955321 + Penalty 2347.571096 = -151716.384225
  nChanged 71
		SP:Iteration 5F (11415.540000 sec): 3 clusters
  Score: Raw -154164.730079 + Penalty 2347.571096 = -151817.158984
  nChanged 63
		SP:Iteration 6Q (11415.550000 sec): 3 clusters
  Score: Raw -154234.615480 + Penalty 2347.571096 = -151887.044384
  nChanged 40
		SP:Iteration 7Q (11415.550000 sec): 3 clusters
  Score: Raw -154280.848509 + Penalty 2347.571096 = -151933.277413
  nChanged 35
		SP:Iteration 8Q (11415.560000 sec): 3 clusters
  Score: Raw -154324.015245 + Penalty 2347.571096 = -151976.444150
  nChanged 29
		SP:Iteration 9Q (11415.560000 sec): 3 clusters
  Score: Raw -154360.574512 + Penalty 2347.571096 = -152013.003416
  nChanged 27
		SP:Iteration 10Q (11415.560000 sec): 3 clusters
  Score: Raw -154393.861488 + Penalty 2347.571096 = -152046.290392
  nChanged 26
		SP:Iteration 11Q (11415.560000 sec): 3 clusters
  Score: Raw -154433.713272 + Penalty 2347.571096 = -152086.142177
  nChanged 22
		SP:Iteration 12Q (11415.560000 sec): 3 clusters
  Score: Raw -154462.508907 + Penalty 2347.571096 = -152114.937811
  nChanged 15
		SP:Iteration 13Q (11415.570000 sec): 3 clusters
  Score: Raw -154495.661752 + Penalty 2347.571096 = -152148.090656
  nChanged 12
		SP:Iteration 14Q (11415.570000 sec): 3 clusters
  Score: Raw -154513.634960 + Penalty 2347.571096 = -152166.063864
  nChanged 7
		SP:Iteration 15Q (11415.580000 sec): 3 clusters
  Score: Raw -154522.056821 + Penalty 2347.571096 = -152174.485725
  nChanged 8
		SP:Iteration 16Q (11415.580000 sec): 3 clusters
  Score: Raw -154529.827883 + Penalty 2347.571096 = -152182.256788
  nChanged 8
		SP:Iteration 17Q (11415.580000 sec): 3 clusters
  Score: Raw -154540.921975 + Penalty 2347.571096 = -152193.350879
  nChanged 9
		SP:Iteration 18Q (11415.580000 sec): 3 clusters
  Score: Raw -154560.100000 + Penalty 2347.571096 = -152212.528904
  nChanged 9
		SP:Iteration 19Q (11415.580000 sec): 3 clusters
  Score: Raw -154579.527345 + Penalty 2347.571096 = -152231.956249
  nChanged 9
		SP:Iteration 20F (11415.590000 sec): 3 clusters
  Score: Raw -154591.916061 + Penalty 2347.571096 = -152244.344965
  nChanged 5
		SP:Iteration 21Q (11415.590000 sec): 3 clusters
  Score: Raw -154599.519405 + Penalty 2347.571096 = -152251.948310
  nChanged 2
		SP:Iteration 22Q (11415.590000 sec): 3 clusters
  Score: Raw -154600.912356 + Penalty 2347.571096 = -152253.341260
  nChanged 3
		SP:Iteration 23Q (11415.600000 sec): 3 clusters
  Score: Raw -154604.537587 + Penalty 2347.571096 = -152256.966491
  nChanged 3
		SP:Iteration 24Q (11415.600000 sec): 3 clusters
  Score: Raw -154613.714517 + Penalty 2347.571096 = -152266.143421
  nChanged 3
		SP:Iteration 25Q (11415.600000 sec): 3 clusters
  Score: Raw -154619.131371 + Penalty 2347.571096 = -152271.560275
  nChanged 7
		SP:Iteration 26Q (11415.600000 sec): 3 clusters
  Score: Raw -154626.641902 + Penalty 2347.571096 = -152279.070806
  nChanged 2
		SP:Iteration 27Q (11415.610000 sec): 3 clusters
  Score: Raw -154627.991924 + Penalty 2347.571096 = -152280.420828
  nChanged 0
		SP:Iteration 28F (11415.610000 sec): 3 clusters
  Score: Raw -154627.991924 + Penalty 2347.571096 = -152280.420828
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11415.620000 sec): 2 clusters
  Score: Raw -131438.865589 + Penalty 1165.394234 = -130273.471355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11415.620000 sec): 3 clusters
  Score: Raw -130990.992916 + Penalty 2330.788467 = -128660.204448
  nChanged 430
		SP:Iteration 1F (11415.620000 sec): 3 clusters
  Score: Raw -131379.288360 + Penalty 2330.788467 = -129048.499893
  nChanged 106
		SP:Iteration 2F (11415.630000 sec): 3 clusters
  Score: Raw -131521.453852 + Penalty 2330.788467 = -129190.665384
  nChanged 70
		SP:Iteration 3F (11415.630000 sec): 3 clusters
  Score: Raw -131639.755520 + Penalty 2330.788467 = -129308.967052
  nChanged 69
		SP:Iteration 4F (11415.630000 sec): 3 clusters
  Score: Raw -131744.840026 + Penalty 2330.788467 = -129414.051559
  nChanged 61
		SP:Iteration 5Q (11415.640000 sec): 3 clusters
  Score: Raw -131830.088569 + Penalty 2330.788467 = -129499.300102
  nChanged 57
		SP:Iteration 6Q (11415.640000 sec): 3 clusters
  Score: Raw -131910.836566 + Penalty 2330.788467 = -129580.048098
  nChanged 52
		SP:Iteration 7Q (11415.640000 sec): 3 clusters
  Score: Raw -131995.168658 + Penalty 2330.788467 = -129664.380191
  nChanged 54
		SP:Iteration 8Q (11415.640000 sec): 3 clusters
  Score: Raw -132092.663081 + Penalty 2330.788467 = -129761.874613
  nChanged 52
		SP:Iteration 9Q (11415.650000 sec): 3 clusters
  Score: Raw -132221.223111 + Penalty 2330.788467 = -129890.434643
  nChanged 48
		SP:Iteration 10Q (11415.650000 sec): 3 clusters
  Score: Raw -132339.658750 + Penalty 2330.788467 = -130008.870282
  nChanged 36
		SP:Iteration 11Q (11415.660000 sec): 3 clusters
  Score: Raw -132408.906780 + Penalty 2330.788467 = -130078.118313
  nChanged 27
		SP:Iteration 12Q (11415.660000 sec): 3 clusters
  Score: Raw -132457.649211 + Penalty 2330.788467 = -130126.860744
  nChanged 16
		SP:Iteration 13Q (11415.660000 sec): 3 clusters
  Score: Raw -132486.918177 + Penalty 2330.788467 = -130156.129710
  nChanged 18
		SP:Iteration 14Q (11415.660000 sec): 3 clusters
  Score: Raw -132506.864957 + Penalty 2330.788467 = -130176.076489
  nChanged 12
		SP:Iteration 15Q (11415.660000 sec): 3 clusters
  Score: Raw -132517.639623 + Penalty 2330.788467 = -130186.851155
  nChanged 5
		SP:Iteration 16Q (11415.670000 sec): 3 clusters
  Score: Raw -132523.646094 + Penalty 2330.788467 = -130192.857627
  nChanged 5
		SP:Iteration 17Q (11415.670000 sec): 3 clusters
  Score: Raw -132530.797076 + Penalty 2330.788467 = -130200.008608
  nChanged 1
		SP:Iteration 18Q (11415.670000 sec): 3 clusters
  Score: Raw -132531.918425 + Penalty 2330.788467 = -130201.129958
  nChanged 1
		SP:Iteration 19Q (11415.680000 sec): 3 clusters
  Score: Raw -132535.125421 + Penalty 2330.788467 = -130204.336954
  nChanged 2
		SP:Iteration 20F (11415.680000 sec): 3 clusters
  Score: Raw -132543.988365 + Penalty 2330.788467 = -130213.199898
  nChanged 2
		SP:Iteration 21Q (11415.680000 sec): 3 clusters
  Score: Raw -132546.900617 + Penalty 2330.788467 = -130216.112150
  nChanged 2
		SP:Iteration 22Q (11415.680000 sec): 3 clusters
  Score: Raw -132551.635044 + Penalty 2330.788467 = -130220.846577
  nChanged 4
		SP:Iteration 23Q (11415.690000 sec): 3 clusters
  Score: Raw -132556.628221 + Penalty 2330.788467 = -130225.839753
  nChanged 5
		SP:Iteration 24Q (11415.690000 sec): 3 clusters
  Score: Raw -132560.815311 + Penalty 2330.788467 = -130230.026844
  nChanged 0
		SP:Iteration 25F (11415.690000 sec): 3 clusters
  Score: Raw -132560.815311 + Penalty 2330.788467 = -130230.026844
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (2881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11415.700000 sec): 2 clusters
  Score: Raw -306165.391045 + Penalty 1294.457569 = -304870.933475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11415.710000 sec): 3 clusters
  Score: Raw -304857.789076 + Penalty 2588.915139 = -302268.873937
  nChanged 1046
		SP:Iteration 1F (11415.720000 sec): 3 clusters
  Score: Raw -305603.164488 + Penalty 2588.915139 = -303014.249349
  nChanged 251
		SP:Iteration 2F (11415.720000 sec): 3 clusters
  Score: Raw -305823.441616 + Penalty 2588.915139 = -303234.526477
  nChanged 171
		SP:Iteration 3F (11415.730000 sec): 3 clusters
  Score: Raw -305979.118155 + Penalty 2588.915139 = -303390.203016
  nChanged 122
		SP:Iteration 4Q (11415.740000 sec): 3 clusters
  Score: Raw -306106.997086 + Penalty 2588.915139 = -303518.081947
  nChanged 127
		SP:Iteration 5Q (11415.750000 sec): 3 clusters
  Score: Raw -306221.796472 + Penalty 2588.915139 = -303632.881333
  nChanged 116
		SP:Iteration 6Q (11415.750000 sec): 3 clusters
  Score: Raw -306304.407663 + Penalty 2588.915139 = -303715.492524
  nChanged 89
		SP:Iteration 7Q (11415.760000 sec): 3 clusters
  Score: Raw -306369.373531 + Penalty 2588.915139 = -303780.458392
  nChanged 82
		SP:Iteration 8Q (11415.770000 sec): 3 clusters
  Score: Raw -306427.179259 + Penalty 2588.915139 = -303838.264120
  nChanged 68
		SP:Iteration 9Q (11415.770000 sec): 3 clusters
  Score: Raw -306466.073921 + Penalty 2588.915139 = -303877.158782
  nChanged 49
		SP:Iteration 10Q (11415.780000 sec): 3 clusters
  Score: Raw -306497.779428 + Penalty 2588.915139 = -303908.864289
  nChanged 52
		SP:Iteration 11Q (11415.790000 sec): 3 clusters
  Score: Raw -306521.919400 + Penalty 2588.915139 = -303933.004261
  nChanged 37
		SP:Iteration 12Q (11415.800000 sec): 3 clusters
  Score: Raw -306536.841698 + Penalty 2588.915139 = -303947.926559
  nChanged 34
		SP:Iteration 13Q (11415.800000 sec): 3 clusters
  Score: Raw -306554.351715 + Penalty 2588.915139 = -303965.436576
  nChanged 25
		SP:Iteration 14Q (11415.810000 sec): 3 clusters
  Score: Raw -306568.672399 + Penalty 2588.915139 = -303979.757260
  nChanged 24
		SP:Iteration 15Q (11415.820000 sec): 3 clusters
  Score: Raw -306576.387223 + Penalty 2588.915139 = -303987.472084
  nChanged 19
		SP:Iteration 16Q (11415.820000 sec): 3 clusters
  Score: Raw -306584.597401 + Penalty 2588.915139 = -303995.682262
  nChanged 24
		SP:Iteration 17Q (11415.830000 sec): 3 clusters
  Score: Raw -306598.813306 + Penalty 2588.915139 = -304009.898167
  nChanged 22
		SP:Iteration 18Q (11415.840000 sec): 3 clusters
  Score: Raw -306607.623047 + Penalty 2588.915139 = -304018.707908
  nChanged 11
		SP:Iteration 19Q (11415.840000 sec): 3 clusters
  Score: Raw -306610.330716 + Penalty 2588.915139 = -304021.415577
  nChanged 4
		SP:Iteration 20F (11415.850000 sec): 3 clusters
  Score: Raw -306611.618130 + Penalty 2588.915139 = -304022.702991
  nChanged 2
		SP:Iteration 21Q (11415.860000 sec): 3 clusters
  Score: Raw -306612.305771 + Penalty 2588.915139 = -304023.390632
  nChanged 2
		SP:Iteration 22Q (11415.860000 sec): 3 clusters
  Score: Raw -306612.708251 + Penalty 2588.915139 = -304023.793112
  nChanged 2
		SP:Iteration 23Q (11415.870000 sec): 3 clusters
  Score: Raw -306613.016966 + Penalty 2588.915139 = -304024.101827
  nChanged 0
		SP:Iteration 24F (11415.880000 sec): 3 clusters
  Score: Raw -306613.016966 + Penalty 2588.915139 = -304024.101827
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11416.110000 sec): 2 clusters
  Score: Raw -8752119.591734 + Penalty 1822.796823 = -8750296.794911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11416.300000 sec): 3 clusters
  Score: Raw -8704281.894281 + Penalty 3645.593647 = -8700636.300634
  nChanged 35321
		SP:Iteration 1F (11416.480000 sec): 3 clusters
  Score: Raw -8724591.307242 + Penalty 3645.593647 = -8720945.713596
  nChanged 2583
		SP:Iteration 2Q (11416.680000 sec): 3 clusters
  Score: Raw -8725248.742521 + Penalty 3645.593647 = -8721603.148874
  nChanged 2673
		SP:Iteration 3Q (11416.870000 sec): 3 clusters
  Score: Raw -8726021.079661 + Penalty 3645.593647 = -8722375.486014
  nChanged 2998
		SP:Iteration 4Q (11417.080000 sec): 3 clusters
  Score: Raw -8727051.076110 + Penalty 3645.593647 = -8723405.482463
  nChanged 3560
		SP:Iteration 5Q (11417.280000 sec): 3 clusters
  Score: Raw -8728527.473892 + Penalty 3645.593647 = -8724881.880245
  nChanged 4188
		SP:Iteration 6F (11417.480000 sec): 3 clusters
  Score: Raw -8730584.810888 + Penalty 3645.593647 = -8726939.217242
  nChanged 4622
		SP:Iteration 7F (11417.680000 sec): 3 clusters
  Score: Raw -8733168.676680 + Penalty 3645.593647 = -8729523.083033
  nChanged 4807
		SP:Iteration 8F (11417.880000 sec): 3 clusters
  Score: Raw -8736038.226990 + Penalty 3645.593647 = -8732392.633343
  nChanged 4594
		SP:Iteration 9F (11418.070000 sec): 3 clusters
  Score: Raw -8738963.153786 + Penalty 3645.593647 = -8735317.560139
  nChanged 4131
		SP:Iteration 10F (11418.270000 sec): 3 clusters
  Score: Raw -8741728.529850 + Penalty 3645.593647 = -8738082.936203
  nChanged 3634
		SP:Iteration 11Q (11418.470000 sec): 3 clusters
  Score: Raw -8744352.610164 + Penalty 3645.593647 = -8740707.016517
  nChanged 3146
		SP:Iteration 12Q (11418.670000 sec): 3 clusters
  Score: Raw -8746832.754579 + Penalty 3645.593647 = -8743187.160933
  nChanged 2575
		SP:Iteration 13Q (11418.870000 sec): 3 clusters
  Score: Raw -8748976.033166 + Penalty 3645.593647 = -8745330.439519
  nChanged 1801
		SP:Iteration 14Q (11419.060000 sec): 3 clusters
  Score: Raw -8750525.258270 + Penalty 3645.593647 = -8746879.664623
  nChanged 1076
		SP:Iteration 15Q (11419.240000 sec): 3 clusters
  Score: Raw -8751454.108762 + Penalty 3645.593647 = -8747808.515116
  nChanged 525
		SP:Iteration 16Q (11419.410000 sec): 3 clusters
  Score: Raw -8751918.949944 + Penalty 3645.593647 = -8748273.356297
  nChanged 255
		SP:Iteration 17Q (11419.560000 sec): 3 clusters
  Score: Raw -8752152.811742 + Penalty 3645.593647 = -8748507.218095
  nChanged 101
		SP:Iteration 18Q (11419.700000 sec): 3 clusters
  Score: Raw -8752244.406009 + Penalty 3645.593647 = -8748598.812362
  nChanged 54
		SP:Iteration 19Q (11419.840000 sec): 3 clusters
  Score: Raw -8752301.762592 + Penalty 3645.593647 = -8748656.168946
  nChanged 36
		SP:Iteration 20F (11420.040000 sec): 3 clusters
  Score: Raw -8752336.905481 + Penalty 3645.593647 = -8748691.311834
  nChanged 20
		SP:Iteration 21Q (11420.180000 sec): 3 clusters
  Score: Raw -8752356.885543 + Penalty 3645.593647 = -8748711.291897
  nChanged 17
		SP:Iteration 22Q (11420.320000 sec): 3 clusters
  Score: Raw -8752373.422427 + Penalty 3645.593647 = -8748727.828780
  nChanged 9
		SP:Iteration 23Q (11420.450000 sec): 3 clusters
  Score: Raw -8752382.541969 + Penalty 3645.593647 = -8748736.948322
  nChanged 10
		SP:Iteration 24Q (11420.590000 sec): 3 clusters
  Score: Raw -8752389.404959 + Penalty 3645.593647 = -8748743.811313
  nChanged 6
		SP:Iteration 25Q (11420.730000 sec): 3 clusters
  Score: Raw -8752395.696349 + Penalty 3645.593647 = -8748750.102702
  nChanged 4
		SP:Iteration 26Q (11420.860000 sec): 3 clusters
  Score: Raw -8752398.092400 + Penalty 3645.593647 = -8748752.498754
  nChanged 1
		SP:Iteration 27Q (11421.000000 sec): 3 clusters
  Score: Raw -8752398.732965 + Penalty 3645.593647 = -8748753.139319
  nChanged 1
		SP:Iteration 28Q (11421.140000 sec): 3 clusters
  Score: Raw -8752399.766363 + Penalty 3645.593647 = -8748754.172716
  nChanged 2
		SP:Iteration 29Q (11421.270000 sec): 3 clusters
  Score: Raw -8752401.661280 + Penalty 3645.593647 = -8748756.067633
  nChanged 1
		SP:Iteration 30Q (11421.410000 sec): 3 clusters
  Score: Raw -8752403.071937 + Penalty 3645.593647 = -8748757.478290
  nChanged 1
		SP:Iteration 31Q (11421.550000 sec): 3 clusters
  Score: Raw -8752403.673846 + Penalty 3645.593647 = -8748758.080199
  nChanged 0
		SP:Iteration 32F (11421.740000 sec): 3 clusters
  Score: Raw -8752403.673846 + Penalty 3645.593647 = -8748758.080199
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11421.840000 sec): 2 clusters
  Score: Raw -3649514.458179 + Penalty 1679.571037 = -3647834.887142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11421.920000 sec): 3 clusters
  Score: Raw -3630480.591457 + Penalty 3359.142074 = -3627121.449384
  nChanged 14277
		SP:Iteration 1F (11422.000000 sec): 3 clusters
  Score: Raw -3638381.750740 + Penalty 3359.142074 = -3635022.608667
  nChanged 1366
		SP:Iteration 2Q (11422.090000 sec): 3 clusters
  Score: Raw -3638837.564842 + Penalty 3359.142074 = -3635478.422769
  nChanged 1396
		SP:Iteration 3Q (11422.170000 sec): 3 clusters
  Score: Raw -3639409.351172 + Penalty 3359.142074 = -3636050.209099
  nChanged 1648
		SP:Iteration 4F (11422.250000 sec): 3 clusters
  Score: Raw -3640232.409155 + Penalty 3359.142074 = -3636873.267081
  nChanged 1904
		SP:Iteration 5F (11422.330000 sec): 3 clusters
  Score: Raw -3641419.557566 + Penalty 3359.142074 = -3638060.415492
  nChanged 2112
		SP:Iteration 6F (11422.410000 sec): 3 clusters
  Score: Raw -3643014.126344 + Penalty 3359.142074 = -3639654.984270
  nChanged 2157
		SP:Iteration 7F (11422.490000 sec): 3 clusters
  Score: Raw -3644798.669504 + Penalty 3359.142074 = -3641439.527431
  nChanged 1834
		SP:Iteration 8F (11422.570000 sec): 3 clusters
  Score: Raw -3646380.004387 + Penalty 3359.142074 = -3643020.862314
  nChanged 1346
		SP:Iteration 9Q (11422.650000 sec): 3 clusters
  Score: Raw -3647558.205686 + Penalty 3359.142074 = -3644199.063612
  nChanged 1023
		SP:Iteration 10Q (11422.730000 sec): 3 clusters
  Score: Raw -3648440.150645 + Penalty 3359.142074 = -3645081.008572
  nChanged 661
		SP:Iteration 11Q (11422.800000 sec): 3 clusters
  Score: Raw -3649004.363111 + Penalty 3359.142074 = -3645645.221037
  nChanged 439
		SP:Iteration 12Q (11422.860000 sec): 3 clusters
  Score: Raw -3649407.211150 + Penalty 3359.142074 = -3646048.069076
  nChanged 283
		SP:Iteration 13Q (11422.930000 sec): 3 clusters
  Score: Raw -3649694.811729 + Penalty 3359.142074 = -3646335.669656
  nChanged 166
		SP:Iteration 14Q (11422.990000 sec): 3 clusters
  Score: Raw -3649875.541785 + Penalty 3359.142074 = -3646516.399712
  nChanged 96
		SP:Iteration 15Q (11423.050000 sec): 3 clusters
  Score: Raw -3649986.242740 + Penalty 3359.142074 = -3646627.100667
  nChanged 70
		SP:Iteration 16Q (11423.110000 sec): 3 clusters
  Score: Raw -3650048.980750 + Penalty 3359.142074 = -3646689.838676
  nChanged 45
		SP:Iteration 17Q (11423.160000 sec): 3 clusters
  Score: Raw -3650090.047274 + Penalty 3359.142074 = -3646730.905201
  nChanged 36
		SP:Iteration 18Q (11423.220000 sec): 3 clusters
  Score: Raw -3650119.057722 + Penalty 3359.142074 = -3646759.915649
  nChanged 28
		SP:Iteration 19Q (11423.280000 sec): 3 clusters
  Score: Raw -3650139.153849 + Penalty 3359.142074 = -3646780.011775
  nChanged 25
		SP:Iteration 20F (11423.360000 sec): 3 clusters
  Score: Raw -3650161.037830 + Penalty 3359.142074 = -3646801.895756
  nChanged 27
		SP:Iteration 21Q (11423.410000 sec): 3 clusters
  Score: Raw -3650180.747048 + Penalty 3359.142074 = -3646821.604975
  nChanged 21
		SP:Iteration 22Q (11423.470000 sec): 3 clusters
  Score: Raw -3650198.199648 + Penalty 3359.142074 = -3646839.057575
  nChanged 21
		SP:Iteration 23Q (11423.520000 sec): 3 clusters
  Score: Raw -3650212.446639 + Penalty 3359.142074 = -3646853.304565
  nChanged 21
		SP:Iteration 24Q (11423.580000 sec): 3 clusters
  Score: Raw -3650228.269840 + Penalty 3359.142074 = -3646869.127766
  nChanged 17
		SP:Iteration 25Q (11423.630000 sec): 3 clusters
  Score: Raw -3650241.473395 + Penalty 3359.142074 = -3646882.331321
  nChanged 14
		SP:Iteration 26Q (11423.690000 sec): 3 clusters
  Score: Raw -3650250.858850 + Penalty 3359.142074 = -3646891.716776
  nChanged 15
		SP:Iteration 27Q (11423.740000 sec): 3 clusters
  Score: Raw -3650262.702280 + Penalty 3359.142074 = -3646903.560206
  nChanged 13
		SP:Iteration 28Q (11423.800000 sec): 3 clusters
  Score: Raw -3650269.270449 + Penalty 3359.142074 = -3646910.128375
  nChanged 7
		SP:Iteration 29Q (11423.850000 sec): 3 clusters
  Score: Raw -3650272.431842 + Penalty 3359.142074 = -3646913.289769
  nChanged 6
		SP:Iteration 30Q (11423.910000 sec): 3 clusters
  Score: Raw -3650277.155722 + Penalty 3359.142074 = -3646918.013648
  nChanged 10
		SP:Iteration 31Q (11423.960000 sec): 3 clusters
  Score: Raw -3650282.542802 + Penalty 3359.142074 = -3646923.400729
  nChanged 6
		SP:Iteration 32Q (11424.020000 sec): 3 clusters
  Score: Raw -3650286.802074 + Penalty 3359.142074 = -3646927.660000
  nChanged 12
		SP:Iteration 33Q (11424.070000 sec): 3 clusters
  Score: Raw -3650291.708584 + Penalty 3359.142074 = -3646932.566511
  nChanged 4
		SP:Iteration 34Q (11424.130000 sec): 3 clusters
  Score: Raw -3650294.366994 + Penalty 3359.142074 = -3646935.224921
  nChanged 3
		SP:Iteration 35Q (11424.180000 sec): 3 clusters
  Score: Raw -3650295.981890 + Penalty 3359.142074 = -3646936.839817
  nChanged 1
		SP:Iteration 36Q (11424.240000 sec): 3 clusters
  Score: Raw -3650296.337582 + Penalty 3359.142074 = -3646937.195508
  nChanged 0
		SP:Iteration 37F (11424.320000 sec): 3 clusters
  Score: Raw -3650296.337582 + Penalty 3359.142074 = -3646937.195508
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11424.470000 sec): 2 clusters
  Score: Raw -6525650.877776 + Penalty 1774.050138 = -6523876.827637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11424.620000 sec): 3 clusters
  Score: Raw -6490512.855405 + Penalty 3548.100277 = -6486964.755129
  nChanged 25952
		SP:Iteration 1F (11424.760000 sec): 3 clusters
  Score: Raw -6505741.596570 + Penalty 3548.100277 = -6502193.496293
  nChanged 2664
		SP:Iteration 2Q (11424.910000 sec): 3 clusters
  Score: Raw -6506839.679691 + Penalty 3548.100277 = -6503291.579414
  nChanged 3279
		SP:Iteration 3F (11425.060000 sec): 3 clusters
  Score: Raw -6508585.662596 + Penalty 3548.100277 = -6505037.562319
  nChanged 3998
		SP:Iteration 4F (11425.200000 sec): 3 clusters
  Score: Raw -6511419.102428 + Penalty 3548.100277 = -6507871.002151
  nChanged 4513
		SP:Iteration 5F (11425.340000 sec): 3 clusters
  Score: Raw -6515220.436557 + Penalty 3548.100277 = -6511672.336280
  nChanged 4250
		SP:Iteration 6F (11425.490000 sec): 3 clusters
  Score: Raw -6518996.900907 + Penalty 3548.100277 = -6515448.800630
  nChanged 3124
		SP:Iteration 7F (11425.630000 sec): 3 clusters
  Score: Raw -6521752.947463 + Penalty 3548.100277 = -6518204.847186
  nChanged 2096
		SP:Iteration 8Q (11425.770000 sec): 3 clusters
  Score: Raw -6523570.825593 + Penalty 3548.100277 = -6520022.725316
  nChanged 1226
		SP:Iteration 9Q (11425.910000 sec): 3 clusters
  Score: Raw -6524626.924628 + Penalty 3548.100277 = -6521078.824351
  nChanged 707
		SP:Iteration 10Q (11426.040000 sec): 3 clusters
  Score: Raw -6525216.965660 + Penalty 3548.100277 = -6521668.865383
  nChanged 355
		SP:Iteration 11Q (11426.160000 sec): 3 clusters
  Score: Raw -6525526.621317 + Penalty 3548.100277 = -6521978.521040
  nChanged 202
		SP:Iteration 12Q (11426.270000 sec): 3 clusters
  Score: Raw -6525712.809154 + Penalty 3548.100277 = -6522164.708877
  nChanged 96
		SP:Iteration 13Q (11426.370000 sec): 3 clusters
  Score: Raw -6525793.185421 + Penalty 3548.100277 = -6522245.085144
  nChanged 45
		SP:Iteration 14Q (11426.480000 sec): 3 clusters
  Score: Raw -6525833.498364 + Penalty 3548.100277 = -6522285.398087
  nChanged 27
		SP:Iteration 15Q (11426.580000 sec): 3 clusters
  Score: Raw -6525855.813657 + Penalty 3548.100277 = -6522307.713380
  nChanged 19
		SP:Iteration 16Q (11426.680000 sec): 3 clusters
  Score: Raw -6525872.079866 + Penalty 3548.100277 = -6522323.979590
  nChanged 15
		SP:Iteration 17Q (11426.780000 sec): 3 clusters
  Score: Raw -6525884.936977 + Penalty 3548.100277 = -6522336.836700
  nChanged 8
		SP:Iteration 18Q (11426.880000 sec): 3 clusters
  Score: Raw -6525892.921203 + Penalty 3548.100277 = -6522344.820926
  nChanged 7
		SP:Iteration 19Q (11426.980000 sec): 3 clusters
  Score: Raw -6525899.838781 + Penalty 3548.100277 = -6522351.738504
  nChanged 5
		SP:Iteration 20F (11427.120000 sec): 3 clusters
  Score: Raw -6525902.990397 + Penalty 3548.100277 = -6522354.890120
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11427.150000 sec): 2 clusters
  Score: Raw -82450.473502 + Penalty 1089.865130 = -81360.608372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11427.160000 sec): 3 clusters
  Score: Raw -82270.262452 + Penalty 2179.730259 = -80090.532193
  nChanged 215
		SP:Iteration 1F (11427.160000 sec): 3 clusters
  Score: Raw -82532.833227 + Penalty 2179.730259 = -80353.102967
  nChanged 61
		SP:Iteration 2F (11427.160000 sec): 3 clusters
  Score: Raw -82640.802527 + Penalty 2179.730259 = -80461.072267
  nChanged 41
		SP:Iteration 3F (11427.160000 sec): 3 clusters
  Score: Raw -82708.757897 + Penalty 2179.730259 = -80529.027638
  nChanged 23
		SP:Iteration 4Q (11427.160000 sec): 3 clusters
  Score: Raw -82740.258781 + Penalty 2179.730259 = -80560.528521
  nChanged 14
		SP:Iteration 5Q (11427.160000 sec): 3 clusters
  Score: Raw -82757.197770 + Penalty 2179.730259 = -80577.467511
  nChanged 10
		SP:Iteration 6Q (11427.170000 sec): 3 clusters
  Score: Raw -82770.355848 + Penalty 2179.730259 = -80590.625589
  nChanged 11
		SP:Iteration 7Q (11427.170000 sec): 3 clusters
  Score: Raw -82784.264191 + Penalty 2179.730259 = -80604.533931
  nChanged 6
		SP:Iteration 8Q (11427.170000 sec): 3 clusters
  Score: Raw -82791.056233 + Penalty 2179.730259 = -80611.325974
  nChanged 5
		SP:Iteration 9Q (11427.170000 sec): 3 clusters
  Score: Raw -82795.681073 + Penalty 2179.730259 = -80615.950814
  nChanged 5
		SP:Iteration 10Q (11427.180000 sec): 3 clusters
  Score: Raw -82803.965465 + Penalty 2179.730259 = -80624.235205
  nChanged 3
		SP:Iteration 11Q (11427.180000 sec): 3 clusters
  Score: Raw -82805.502621 + Penalty 2179.730259 = -80625.772361
  nChanged 2
		SP:Iteration 12Q (11427.180000 sec): 3 clusters
  Score: Raw -82807.409077 + Penalty 2179.730259 = -80627.678817
  nChanged 2
		SP:Iteration 13Q (11427.180000 sec): 3 clusters
  Score: Raw -82809.859196 + Penalty 2179.730259 = -80630.128937
  nChanged 1
		SP:Iteration 14Q (11427.180000 sec): 3 clusters
  Score: Raw -82812.668923 + Penalty 2179.730259 = -80632.938664
  nChanged 3
		SP:Iteration 15Q (11427.180000 sec): 3 clusters
  Score: Raw -82819.717423 + Penalty 2179.730259 = -80639.987164
  nChanged 7
		SP:Iteration 16Q (11427.190000 sec): 3 clusters
  Score: Raw -82834.884099 + Penalty 2179.730259 = -80655.153839
  nChanged 9
		SP:Iteration 17Q (11427.190000 sec): 3 clusters
  Score: Raw -82848.035253 + Penalty 2179.730259 = -80668.304994
  nChanged 6
		SP:Iteration 18Q (11427.190000 sec): 3 clusters
  Score: Raw -82859.808271 + Penalty 2179.730259 = -80680.078011
  nChanged 11
		SP:Iteration 19Q (11427.190000 sec): 3 clusters
  Score: Raw -82874.964174 + Penalty 2179.730259 = -80695.233915
  nChanged 9
		SP:Iteration 20F (11427.200000 sec): 3 clusters
  Score: Raw -82883.521220 + Penalty 2179.730259 = -80703.790961
  nChanged 5
		SP:Iteration 21Q (11427.200000 sec): 3 clusters
  Score: Raw -82889.264486 + Penalty 2179.730259 = -80709.534227
  nChanged 4
		SP:Iteration 22Q (11427.200000 sec): 3 clusters
  Score: Raw -82892.144447 + Penalty 2179.730259 = -80712.414188
  nChanged 3
		SP:Iteration 23Q (11427.200000 sec): 3 clusters
  Score: Raw -82895.671946 + Penalty 2179.730259 = -80715.941687
  nChanged 2
		SP:Iteration 24Q (11427.200000 sec): 3 clusters
  Score: Raw -82899.015495 + Penalty 2179.730259 = -80719.285235
  nChanged 1
		SP:Iteration 25Q (11427.200000 sec): 3 clusters
  Score: Raw -82899.782307 + Penalty 2179.730259 = -80720.052048
  nChanged 3
		SP:Iteration 26Q (11427.200000 sec): 3 clusters
  Score: Raw -82902.469200 + Penalty 2179.730259 = -80722.738941
  nChanged 3
		SP:Iteration 27Q (11427.210000 sec): 3 clusters
  Score: Raw -82905.801577 + Penalty 2179.730259 = -80726.071317
  nChanged 1
		SP:Iteration 28Q (11427.210000 sec): 3 clusters
  Score: Raw -82906.487791 + Penalty 2179.730259 = -80726.757532
  nChanged 0
		SP:Iteration 29F (11427.210000 sec): 3 clusters
  Score: Raw -82906.487791 + Penalty 2179.730259 = -80726.757532
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11427.220000 sec): 2 clusters
  Score: Raw -272645.252965 + Penalty 1260.729188 = -271384.523776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11427.230000 sec): 3 clusters
  Score: Raw -271582.527026 + Penalty 2521.458377 = -269061.068649
  nChanged 866
		SP:Iteration 1F (11427.230000 sec): 3 clusters
  Score: Raw -272122.053893 + Penalty 2521.458377 = -269600.595516
  nChanged 176
		SP:Iteration 2F (11427.240000 sec): 3 clusters
  Score: Raw -272249.546111 + Penalty 2521.458377 = -269728.087734
  nChanged 108
		SP:Iteration 3Q (11427.240000 sec): 3 clusters
  Score: Raw -272332.096784 + Penalty 2521.458377 = -269810.638407
  nChanged 86
		SP:Iteration 4Q (11427.250000 sec): 3 clusters
  Score: Raw -272395.161208 + Penalty 2521.458377 = -269873.702831
  nChanged 74
		SP:Iteration 5Q (11427.260000 sec): 3 clusters
  Score: Raw -272434.206863 + Penalty 2521.458377 = -269912.748487
  nChanged 62
		SP:Iteration 6Q (11427.260000 sec): 3 clusters
  Score: Raw -272465.574929 + Penalty 2521.458377 = -269944.116552
  nChanged 50
		SP:Iteration 7Q (11427.270000 sec): 3 clusters
  Score: Raw -272495.139303 + Penalty 2521.458377 = -269973.680926
  nChanged 53
		SP:Iteration 8Q (11427.270000 sec): 3 clusters
  Score: Raw -272524.026309 + Penalty 2521.458377 = -270002.567932
  nChanged 48
		SP:Iteration 9Q (11427.280000 sec): 3 clusters
  Score: Raw -272553.267972 + Penalty 2521.458377 = -270031.809595
  nChanged 49
		SP:Iteration 10Q (11427.280000 sec): 3 clusters
  Score: Raw -272574.376145 + Penalty 2521.458377 = -270052.917769
  nChanged 28
		SP:Iteration 11Q (11427.290000 sec): 3 clusters
  Score: Raw -272587.673757 + Penalty 2521.458377 = -270066.215380
  nChanged 37
		SP:Iteration 12Q (11427.300000 sec): 3 clusters
  Score: Raw -272605.104994 + Penalty 2521.458377 = -270083.646617
  nChanged 25
		SP:Iteration 13Q (11427.300000 sec): 3 clusters
  Score: Raw -272618.096010 + Penalty 2521.458377 = -270096.637633
  nChanged 27
		SP:Iteration 14Q (11427.310000 sec): 3 clusters
  Score: Raw -272632.176402 + Penalty 2521.458377 = -270110.718025
  nChanged 20
		SP:Iteration 15Q (11427.320000 sec): 3 clusters
  Score: Raw -272642.405395 + Penalty 2521.458377 = -270120.947018
  nChanged 23
		SP:Iteration 16Q (11427.320000 sec): 3 clusters
  Score: Raw -272651.526486 + Penalty 2521.458377 = -270130.068109
  nChanged 15
		SP:Iteration 17Q (11427.320000 sec): 3 clusters
  Score: Raw -272657.496814 + Penalty 2521.458377 = -270136.038437
  nChanged 14
		SP:Iteration 18Q (11427.330000 sec): 3 clusters
  Score: Raw -272663.567075 + Penalty 2521.458377 = -270142.108699
  nChanged 14
		SP:Iteration 19Q (11427.340000 sec): 3 clusters
  Score: Raw -272668.879923 + Penalty 2521.458377 = -270147.421546
  nChanged 9
		SP:Iteration 20F (11427.340000 sec): 3 clusters
  Score: Raw -272671.844570 + Penalty 2521.458377 = -270150.386193
  nChanged 9
		SP:Iteration 21Q (11427.350000 sec): 3 clusters
  Score: Raw -272676.156214 + Penalty 2521.458377 = -270154.697837
  nChanged 6
		SP:Iteration 22Q (11427.360000 sec): 3 clusters
  Score: Raw -272678.551228 + Penalty 2521.458377 = -270157.092851
  nChanged 11
		SP:Iteration 23Q (11427.360000 sec): 3 clusters
  Score: Raw -272682.844057 + Penalty 2521.458377 = -270161.385680
  nChanged 10
		SP:Iteration 24Q (11427.360000 sec): 3 clusters
  Score: Raw -272687.855383 + Penalty 2521.458377 = -270166.397007
  nChanged 12
		SP:Iteration 25Q (11427.370000 sec): 3 clusters
  Score: Raw -272697.285373 + Penalty 2521.458377 = -270175.826996
  nChanged 18
		SP:Iteration 26Q (11427.380000 sec): 3 clusters
  Score: Raw -272707.029750 + Penalty 2521.458377 = -270185.571373
  nChanged 16
		SP:Iteration 27Q (11427.380000 sec): 3 clusters
  Score: Raw -272714.198917 + Penalty 2521.458377 = -270192.740540
  nChanged 17
		SP:Iteration 28Q (11427.390000 sec): 3 clusters
  Score: Raw -272722.583680 + Penalty 2521.458377 = -270201.125303
  nChanged 20
		SP:Iteration 29Q (11427.400000 sec): 3 clusters
  Score: Raw -272733.836609 + Penalty 2521.458377 = -270212.378232
  nChanged 22
		SP:Iteration 30Q (11427.400000 sec): 3 clusters
  Score: Raw -272745.221117 + Penalty 2521.458377 = -270223.762740
  nChanged 19
		SP:Iteration 31Q (11427.400000 sec): 3 clusters
  Score: Raw -272758.282620 + Penalty 2521.458377 = -270236.824243
  nChanged 25
		SP:Iteration 32Q (11427.410000 sec): 3 clusters
  Score: Raw -272771.003467 + Penalty 2521.458377 = -270249.545090
  nChanged 26
		SP:Iteration 33Q (11427.420000 sec): 3 clusters
  Score: Raw -272785.218679 + Penalty 2521.458377 = -270263.760302
  nChanged 18
		SP:Iteration 34Q (11427.420000 sec): 3 clusters
  Score: Raw -272792.412510 + Penalty 2521.458377 = -270270.954133
  nChanged 13
		SP:Iteration 35Q (11427.430000 sec): 3 clusters
  Score: Raw -272798.363933 + Penalty 2521.458377 = -270276.905556
  nChanged 12
		SP:Iteration 36Q (11427.430000 sec): 3 clusters
  Score: Raw -272804.982218 + Penalty 2521.458377 = -270283.523841
  nChanged 12
		SP:Iteration 37Q (11427.440000 sec): 3 clusters
  Score: Raw -272810.917922 + Penalty 2521.458377 = -270289.459546
  nChanged 10
		SP:Iteration 38Q (11427.440000 sec): 3 clusters
  Score: Raw -272817.355374 + Penalty 2521.458377 = -270295.896997
  nChanged 11
		SP:Iteration 39Q (11427.450000 sec): 3 clusters
  Score: Raw -272822.970744 + Penalty 2521.458377 = -270301.512367
  nChanged 7
		SP:Iteration 40F (11427.460000 sec): 3 clusters
  Score: Raw -272825.572566 + Penalty 2521.458377 = -270304.114189
  nChanged 8
		SP:Iteration 41Q (11427.460000 sec): 3 clusters
  Score: Raw -272828.903151 + Penalty 2521.458377 = -270307.444774
  nChanged 11
		SP:Iteration 42Q (11427.470000 sec): 3 clusters
  Score: Raw -272832.537085 + Penalty 2521.458377 = -270311.078708
  nChanged 5
		SP:Iteration 43Q (11427.470000 sec): 3 clusters
  Score: Raw -272834.314469 + Penalty 2521.458377 = -270312.856092
  nChanged 7
		SP:Iteration 44Q (11427.480000 sec): 3 clusters
  Score: Raw -272836.634542 + Penalty 2521.458377 = -270315.176165
  nChanged 8
		SP:Iteration 45Q (11427.480000 sec): 3 clusters
  Score: Raw -272840.383232 + Penalty 2521.458377 = -270318.924856
  nChanged 4
		SP:Iteration 46Q (11427.490000 sec): 3 clusters
  Score: Raw -272841.933648 + Penalty 2521.458377 = -270320.475271
  nChanged 3
		SP:Iteration 47Q (11427.500000 sec): 3 clusters
  Score: Raw -272845.319951 + Penalty 2521.458377 = -270323.861574
  nChanged 3
		SP:Iteration 48Q (11427.500000 sec): 3 clusters
  Score: Raw -272847.429093 + Penalty 2521.458377 = -270325.970716
  nChanged 6
		SP:Iteration 49Q (11427.510000 sec): 3 clusters
  Score: Raw -272851.347288 + Penalty 2521.458377 = -270329.888911
  nChanged 8
		SP:Iteration 50Q (11427.510000 sec): 3 clusters
  Score: Raw -272858.121388 + Penalty 2521.458377 = -270336.663011
  nChanged 8
		SP:Iteration 51Q (11427.520000 sec): 3 clusters
  Score: Raw -272861.769677 + Penalty 2521.458377 = -270340.311300
  nChanged 8
		SP:Iteration 52Q (11427.520000 sec): 3 clusters
  Score: Raw -272865.427786 + Penalty 2521.458377 = -270343.969409
  nChanged 6
		SP:Iteration 53Q (11427.530000 sec): 3 clusters
  Score: Raw -272870.098412 + Penalty 2521.458377 = -270348.640035
  nChanged 7
		SP:Iteration 54Q (11427.540000 sec): 3 clusters
  Score: Raw -272874.859521 + Penalty 2521.458377 = -270353.401144
  nChanged 7
		SP:Iteration 55Q (11427.540000 sec): 3 clusters
  Score: Raw -272878.678468 + Penalty 2521.458377 = -270357.220091
  nChanged 6
		SP:Iteration 56Q (11427.540000 sec): 3 clusters
  Score: Raw -272880.968249 + Penalty 2521.458377 = -270359.509872
  nChanged 9
		SP:Iteration 57Q (11427.550000 sec): 3 clusters
  Score: Raw -272885.320270 + Penalty 2521.458377 = -270363.861893
  nChanged 9
		SP:Iteration 58Q (11427.560000 sec): 3 clusters
  Score: Raw -272890.336747 + Penalty 2521.458377 = -270368.878371
  nChanged 6
		SP:Iteration 59Q (11427.560000 sec): 3 clusters
  Score: Raw -272892.845472 + Penalty 2521.458377 = -270371.387095
  nChanged 8
		SP:Iteration 60F (11427.570000 sec): 3 clusters
  Score: Raw -272896.815223 + Penalty 2521.458377 = -270375.356846
  nChanged 9
		SP:Iteration 61Q (11427.570000 sec): 3 clusters
  Score: Raw -272902.425451 + Penalty 2521.458377 = -270380.967074
  nChanged 8
		SP:Iteration 62Q (11427.580000 sec): 3 clusters
  Score: Raw -272905.453760 + Penalty 2521.458377 = -270383.995383
  nChanged 5
		SP:Iteration 63Q (11427.580000 sec): 3 clusters
  Score: Raw -272907.656379 + Penalty 2521.458377 = -270386.198002
  nChanged 6
		SP:Iteration 64Q (11427.590000 sec): 3 clusters
  Score: Raw -272909.571575 + Penalty 2521.458377 = -270388.113199
  nChanged 7
		SP:Iteration 65Q (11427.600000 sec): 3 clusters
  Score: Raw -272911.866803 + Penalty 2521.458377 = -270390.408426
  nChanged 4
		SP:Iteration 66Q (11427.600000 sec): 3 clusters
  Score: Raw -272914.336535 + Penalty 2521.458377 = -270392.878158
  nChanged 7
		SP:Iteration 67Q (11427.610000 sec): 3 clusters
  Score: Raw -272917.847977 + Penalty 2521.458377 = -270396.389600
  nChanged 7
		SP:Iteration 68Q (11427.610000 sec): 3 clusters
  Score: Raw -272921.217005 + Penalty 2521.458377 = -270399.758628
  nChanged 7
		SP:Iteration 69Q (11427.620000 sec): 3 clusters
  Score: Raw -272925.292997 + Penalty 2521.458377 = -270403.834620
  nChanged 7
		SP:Iteration 70Q (11427.620000 sec): 3 clusters
  Score: Raw -272928.073887 + Penalty 2521.458377 = -270406.615511
  nChanged 5
		SP:Iteration 71Q (11427.630000 sec): 3 clusters
  Score: Raw -272930.079069 + Penalty 2521.458377 = -270408.620692
  nChanged 4
		SP:Iteration 72Q (11427.630000 sec): 3 clusters
  Score: Raw -272932.247060 + Penalty 2521.458377 = -270410.788683
  nChanged 8
		SP:Iteration 73Q (11427.640000 sec): 3 clusters
  Score: Raw -272936.654015 + Penalty 2521.458377 = -270415.195639
  nChanged 7
		SP:Iteration 74Q (11427.640000 sec): 3 clusters
  Score: Raw -272939.910765 + Penalty 2521.458377 = -270418.452388
  nChanged 7
		SP:Iteration 75Q (11427.650000 sec): 3 clusters
  Score: Raw -272942.178997 + Penalty 2521.458377 = -270420.720620
  nChanged 9
		SP:Iteration 76Q (11427.660000 sec): 3 clusters
  Score: Raw -272947.380071 + Penalty 2521.458377 = -270425.921695
  nChanged 6
		SP:Iteration 77Q (11427.660000 sec): 3 clusters
  Score: Raw -272951.947191 + Penalty 2521.458377 = -270430.488814
  nChanged 8
		SP:Iteration 78Q (11427.670000 sec): 3 clusters
  Score: Raw -272955.828996 + Penalty 2521.458377 = -270434.370619
  nChanged 5
		SP:Iteration 79Q (11427.670000 sec): 3 clusters
  Score: Raw -272959.232034 + Penalty 2521.458377 = -270437.773657
  nChanged 8
		SP:Iteration 80F (11427.680000 sec): 3 clusters
  Score: Raw -272961.984620 + Penalty 2521.458377 = -270440.526243
  nChanged 3
		SP:Iteration 81Q (11427.680000 sec): 3 clusters
  Score: Raw -272963.595343 + Penalty 2521.458377 = -270442.136966
  nChanged 4
		SP:Iteration 82Q (11427.690000 sec): 3 clusters
  Score: Raw -272966.014838 + Penalty 2521.458377 = -270444.556461
  nChanged 3
		SP:Iteration 83Q (11427.700000 sec): 3 clusters
  Score: Raw -272967.377746 + Penalty 2521.458377 = -270445.919369
  nChanged 3
		SP:Iteration 84Q (11427.700000 sec): 3 clusters
  Score: Raw -272968.387527 + Penalty 2521.458377 = -270446.929150
  nChanged 1
		SP:Iteration 85Q (11427.700000 sec): 3 clusters
  Score: Raw -272969.311950 + Penalty 2521.458377 = -270447.853573
  nChanged 1
		SP:Iteration 86Q (11427.710000 sec): 3 clusters
  Score: Raw -272970.382715 + Penalty 2521.458377 = -270448.924338
  nChanged 2
		SP:Iteration 87Q (11427.720000 sec): 3 clusters
  Score: Raw -272970.954621 + Penalty 2521.458377 = -270449.496244
  nChanged 2
		SP:Iteration 88Q (11427.720000 sec): 3 clusters
  Score: Raw -272971.423026 + Penalty 2521.458377 = -270449.964649
  nChanged 1
		SP:Iteration 89Q (11427.730000 sec): 3 clusters
  Score: Raw -272971.542880 + Penalty 2521.458377 = -270450.084503
  nChanged 0
		SP:Iteration 90F (11427.730000 sec): 3 clusters
  Score: Raw -272971.542880 + Penalty 2521.458377 = -270450.084503
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11427.740000 sec): 2 clusters
  Score: Raw -317811.006551 + Penalty 1302.006816 = -316508.999734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11427.750000 sec): 3 clusters
  Score: Raw -316389.287157 + Penalty 2604.013633 = -313785.273524
  nChanged 1169
		SP:Iteration 1F (11427.760000 sec): 3 clusters
  Score: Raw -317115.430341 + Penalty 2604.013633 = -314511.416708
  nChanged 254
		SP:Iteration 2F (11427.770000 sec): 3 clusters
  Score: Raw -317317.446198 + Penalty 2604.013633 = -314713.432565
  nChanged 183
		SP:Iteration 3F (11427.780000 sec): 3 clusters
  Score: Raw -317460.086930 + Penalty 2604.013633 = -314856.073297
  nChanged 148
		SP:Iteration 4Q (11427.780000 sec): 3 clusters
  Score: Raw -317565.948374 + Penalty 2604.013633 = -314961.934741
  nChanged 120
		SP:Iteration 5Q (11427.790000 sec): 3 clusters
  Score: Raw -317656.449305 + Penalty 2604.013633 = -315052.435672
  nChanged 105
		SP:Iteration 6Q (11427.800000 sec): 3 clusters
  Score: Raw -317719.356227 + Penalty 2604.013633 = -315115.342594
  nChanged 76
		SP:Iteration 7Q (11427.800000 sec): 3 clusters
  Score: Raw -317763.634669 + Penalty 2604.013633 = -315159.621036
  nChanged 64
		SP:Iteration 8Q (11427.810000 sec): 3 clusters
  Score: Raw -317793.801746 + Penalty 2604.013633 = -315189.788113
  nChanged 44
		SP:Iteration 9Q (11427.820000 sec): 3 clusters
  Score: Raw -317814.607588 + Penalty 2604.013633 = -315210.593955
  nChanged 34
		SP:Iteration 10Q (11427.830000 sec): 3 clusters
  Score: Raw -317829.236445 + Penalty 2604.013633 = -315225.222812
  nChanged 30
		SP:Iteration 11Q (11427.830000 sec): 3 clusters
  Score: Raw -317843.740289 + Penalty 2604.013633 = -315239.726656
  nChanged 28
		SP:Iteration 12Q (11427.840000 sec): 3 clusters
  Score: Raw -317856.450481 + Penalty 2604.013633 = -315252.436848
  nChanged 26
		SP:Iteration 13Q (11427.850000 sec): 3 clusters
  Score: Raw -317870.662204 + Penalty 2604.013633 = -315266.648571
  nChanged 26
		SP:Iteration 14Q (11427.860000 sec): 3 clusters
  Score: Raw -317883.467056 + Penalty 2604.013633 = -315279.453423
  nChanged 25
		SP:Iteration 15Q (11427.860000 sec): 3 clusters
  Score: Raw -317896.385969 + Penalty 2604.013633 = -315292.372336
  nChanged 23
		SP:Iteration 16Q (11427.870000 sec): 3 clusters
  Score: Raw -317908.309832 + Penalty 2604.013633 = -315304.296199
  nChanged 23
		SP:Iteration 17Q (11427.880000 sec): 3 clusters
  Score: Raw -317920.328014 + Penalty 2604.013633 = -315316.314381
  nChanged 26
		SP:Iteration 18Q (11427.880000 sec): 3 clusters
  Score: Raw -317932.721040 + Penalty 2604.013633 = -315328.707407
  nChanged 21
		SP:Iteration 19Q (11427.890000 sec): 3 clusters
  Score: Raw -317942.456149 + Penalty 2604.013633 = -315338.442516
  nChanged 21
		SP:Iteration 20F (11427.900000 sec): 3 clusters
  Score: Raw -317950.588881 + Penalty 2604.013633 = -315346.575248
  nChanged 9
		SP:Iteration 21Q (11427.910000 sec): 3 clusters
  Score: Raw -317955.359305 + Penalty 2604.013633 = -315351.345673
  nChanged 14
		SP:Iteration 22Q (11427.910000 sec): 3 clusters
  Score: Raw -317958.563287 + Penalty 2604.013633 = -315354.549654
  nChanged 8
		SP:Iteration 23Q (11427.920000 sec): 3 clusters
  Score: Raw -317960.532228 + Penalty 2604.013633 = -315356.518595
  nChanged 2
		SP:Iteration 24Q (11427.930000 sec): 3 clusters
  Score: Raw -317960.934066 + Penalty 2604.013633 = -315356.920433
  nChanged 2
		SP:Iteration 25Q (11427.940000 sec): 3 clusters
  Score: Raw -317961.445633 + Penalty 2604.013633 = -315357.432000
  nChanged 3
		SP:Iteration 26Q (11427.940000 sec): 3 clusters
  Score: Raw -317962.065794 + Penalty 2604.013633 = -315358.052161
  nChanged 4
		SP:Iteration 27Q (11427.950000 sec): 3 clusters
  Score: Raw -317963.477938 + Penalty 2604.013633 = -315359.464305
  nChanged 5
		SP:Iteration 28Q (11427.960000 sec): 3 clusters
  Score: Raw -317965.064820 + Penalty 2604.013633 = -315361.051188
  nChanged 5
		SP:Iteration 29Q (11427.960000 sec): 3 clusters
  Score: Raw -317966.618680 + Penalty 2604.013633 = -315362.605047
  nChanged 5
		SP:Iteration 30Q (11427.970000 sec): 3 clusters
  Score: Raw -317968.192763 + Penalty 2604.013633 = -315364.179131
  nChanged 4
		SP:Iteration 31Q (11427.980000 sec): 3 clusters
  Score: Raw -317969.377611 + Penalty 2604.013633 = -315365.363978
  nChanged 3
		SP:Iteration 32Q (11427.990000 sec): 3 clusters
  Score: Raw -317970.013776 + Penalty 2604.013633 = -315366.000143
  nChanged 2
		SP:Iteration 33Q (11427.990000 sec): 3 clusters
  Score: Raw -317970.589576 + Penalty 2604.013633 = -315366.575943
  nChanged 2
		SP:Iteration 34Q (11428.000000 sec): 3 clusters
  Score: Raw -317971.017988 + Penalty 2604.013633 = -315367.004355
  nChanged 1
		SP:Iteration 35Q (11428.010000 sec): 3 clusters
  Score: Raw -317971.179617 + Penalty 2604.013633 = -315367.165984
  nChanged 0
		SP:Iteration 36F (11428.020000 sec): 3 clusters
  Score: Raw -317971.179617 + Penalty 2604.013633 = -315367.165984
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11428.050000 sec): 2 clusters
  Score: Raw -1170352.791891 + Penalty 1498.650815 = -1168854.141076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11428.070000 sec): 3 clusters
  Score: Raw -1164587.307311 + Penalty 2997.301629 = -1161590.005682
  nChanged 4357
		SP:Iteration 1F (11428.100000 sec): 3 clusters
  Score: Raw -1166908.350750 + Penalty 2997.301629 = -1163911.049121
  nChanged 618
		SP:Iteration 2F (11428.120000 sec): 3 clusters
  Score: Raw -1167170.476496 + Penalty 2997.301629 = -1164173.174866
  nChanged 579
		SP:Iteration 3F (11428.150000 sec): 3 clusters
  Score: Raw -1167442.952468 + Penalty 2997.301629 = -1164445.650839
  nChanged 564
		SP:Iteration 4F (11428.180000 sec): 3 clusters
  Score: Raw -1167751.872003 + Penalty 2997.301629 = -1164754.570374
  nChanged 615
		SP:Iteration 5F (11428.200000 sec): 3 clusters
  Score: Raw -1168144.455342 + Penalty 2997.301629 = -1165147.153713
  nChanged 619
		SP:Iteration 6F (11428.230000 sec): 3 clusters
  Score: Raw -1168594.366748 + Penalty 2997.301629 = -1165597.065119
  nChanged 594
		SP:Iteration 7F (11428.250000 sec): 3 clusters
  Score: Raw -1169044.836302 + Penalty 2997.301629 = -1166047.534673
  nChanged 549
		SP:Iteration 8F (11428.280000 sec): 3 clusters
  Score: Raw -1169466.058397 + Penalty 2997.301629 = -1166468.756767
  nChanged 432
		SP:Iteration 9Q (11428.300000 sec): 3 clusters
  Score: Raw -1169792.923476 + Penalty 2997.301629 = -1166795.621846
  nChanged 300
		SP:Iteration 10Q (11428.330000 sec): 3 clusters
  Score: Raw -1170013.273452 + Penalty 2997.301629 = -1167015.971823
  nChanged 217
		SP:Iteration 11Q (11428.360000 sec): 3 clusters
  Score: Raw -1170166.456149 + Penalty 2997.301629 = -1167169.154520
  nChanged 153
		SP:Iteration 12Q (11428.380000 sec): 3 clusters
  Score: Raw -1170268.109381 + Penalty 2997.301629 = -1167270.807752
  nChanged 115
		SP:Iteration 13Q (11428.400000 sec): 3 clusters
  Score: Raw -1170353.610877 + Penalty 2997.301629 = -1167356.309248
  nChanged 102
		SP:Iteration 14Q (11428.430000 sec): 3 clusters
  Score: Raw -1170442.375141 + Penalty 2997.301629 = -1167445.073512
  nChanged 76
		SP:Iteration 15Q (11428.450000 sec): 3 clusters
  Score: Raw -1170516.828776 + Penalty 2997.301629 = -1167519.527147
  nChanged 67
		SP:Iteration 16Q (11428.470000 sec): 3 clusters
  Score: Raw -1170588.495813 + Penalty 2997.301629 = -1167591.194184
  nChanged 82
		SP:Iteration 17Q (11428.490000 sec): 3 clusters
  Score: Raw -1170680.854427 + Penalty 2997.301629 = -1167683.552797
  nChanged 77
		SP:Iteration 18Q (11428.510000 sec): 3 clusters
  Score: Raw -1170772.487759 + Penalty 2997.301629 = -1167775.186130
  nChanged 83
		SP:Iteration 19Q (11428.530000 sec): 3 clusters
  Score: Raw -1170909.666788 + Penalty 2997.301629 = -1167912.365159
  nChanged 86
		SP:Iteration 20F (11428.560000 sec): 3 clusters
  Score: Raw -1171009.298360 + Penalty 2997.301629 = -1168011.996730
  nChanged 65
		SP:Iteration 21Q (11428.580000 sec): 3 clusters
  Score: Raw -1171071.225697 + Penalty 2997.301629 = -1168073.924067
  nChanged 45
		SP:Iteration 22Q (11428.600000 sec): 3 clusters
  Score: Raw -1171102.268641 + Penalty 2997.301629 = -1168104.967012
  nChanged 34
		SP:Iteration 23Q (11428.610000 sec): 3 clusters
  Score: Raw -1171123.066993 + Penalty 2997.301629 = -1168125.765363
  nChanged 22
		SP:Iteration 24Q (11428.630000 sec): 3 clusters
  Score: Raw -1171132.300554 + Penalty 2997.301629 = -1168134.998925
  nChanged 11
		SP:Iteration 25Q (11428.650000 sec): 3 clusters
  Score: Raw -1171138.277772 + Penalty 2997.301629 = -1168140.976142
  nChanged 14
		SP:Iteration 26Q (11428.670000 sec): 3 clusters
  Score: Raw -1171144.891765 + Penalty 2997.301629 = -1168147.590136
  nChanged 17
		SP:Iteration 27Q (11428.680000 sec): 3 clusters
  Score: Raw -1171152.462684 + Penalty 2997.301629 = -1168155.161055
  nChanged 11
		SP:Iteration 28Q (11428.700000 sec): 3 clusters
  Score: Raw -1171156.896794 + Penalty 2997.301629 = -1168159.595165
  nChanged 8
		SP:Iteration 29Q (11428.720000 sec): 3 clusters
  Score: Raw -1171159.553155 + Penalty 2997.301629 = -1168162.251525
  nChanged 7
		SP:Iteration 30Q (11428.740000 sec): 3 clusters
  Score: Raw -1171162.844394 + Penalty 2997.301629 = -1168165.542765
  nChanged 4
		SP:Iteration 31Q (11428.760000 sec): 3 clusters
  Score: Raw -1171163.808636 + Penalty 2997.301629 = -1168166.507007
  nChanged 3
		SP:Iteration 32Q (11428.780000 sec): 3 clusters
  Score: Raw -1171164.867383 + Penalty 2997.301629 = -1168167.565753
  nChanged 4
		SP:Iteration 33Q (11428.800000 sec): 3 clusters
  Score: Raw -1171165.767902 + Penalty 2997.301629 = -1168168.466272
  nChanged 1
		SP:Iteration 34Q (11428.810000 sec): 3 clusters
  Score: Raw -1171165.940962 + Penalty 2997.301629 = -1168168.639333
  nChanged 0
		SP:Iteration 35F (11428.840000 sec): 3 clusters
  Score: Raw -1171165.940962 + Penalty 2997.301629 = -1168168.639333
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11428.850000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11428.850000 sec): 3 clusters
  Score: Raw -30430.345401 + Penalty 1831.306621 = -28599.038780
  nChanged 48
		SP:Iteration 1F (11428.850000 sec): 3 clusters
  Score: Raw -30569.334578 + Penalty 1831.306621 = -28738.027957
  nChanged 25
		SP:Iteration 2F (11428.850000 sec): 3 clusters
  Score: Raw -30657.152693 + Penalty 1831.306621 = -28825.846072
  nChanged 11
		SP:Iteration 3Q (11428.850000 sec): 3 clusters
  Score: Raw -30747.374850 + Penalty 1831.306621 = -28916.068229
  nChanged 8
		SP:Iteration 4Q (11428.850000 sec): 3 clusters
  Score: Raw -30806.630871 + Penalty 1831.306621 = -28975.324250
  nChanged 3
		SP:Iteration 5Q (11428.850000 sec): 3 clusters
  Score: Raw -30820.462520 + Penalty 1831.306621 = -28989.155898
  nChanged 0
		SP:Iteration 6F (11428.850000 sec): 3 clusters
  Score: Raw -30820.462520 + Penalty 1831.306621 = -28989.155898
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11428.860000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11428.860000 sec): 3 clusters
  Score: Raw -51929.432596 + Penalty 2005.802694 = -49923.629902
  nChanged 126
		SP:Iteration 1F (11428.860000 sec): 3 clusters
  Score: Raw -52184.114713 + Penalty 2005.802694 = -50178.312019
  nChanged 31
		SP:Iteration 2F (11428.860000 sec): 3 clusters
  Score: Raw -52246.999338 + Penalty 2005.802694 = -50241.196644
  nChanged 13
		SP:Iteration 3Q (11428.860000 sec): 3 clusters
  Score: Raw -52273.313725 + Penalty 2005.802694 = -50267.511031
  nChanged 9
		SP:Iteration 4Q (11428.860000 sec): 3 clusters
  Score: Raw -52294.957554 + Penalty 2005.802694 = -50289.154860
  nChanged 6
		SP:Iteration 5Q (11428.860000 sec): 3 clusters
  Score: Raw -52318.571278 + Penalty 2005.802694 = -50312.768584
  nChanged 6
		SP:Iteration 6Q (11428.860000 sec): 3 clusters
  Score: Raw -52336.060225 + Penalty 2005.802694 = -50330.257531
  nChanged 2
		SP:Iteration 7Q (11428.870000 sec): 3 clusters
  Score: Raw -52341.203943 + Penalty 2005.802694 = -50335.401249
  nChanged 2
		SP:Iteration 8Q (11428.870000 sec): 3 clusters
  Score: Raw -52345.934979 + Penalty 2005.802694 = -50340.132285
  nChanged 1
		SP:Iteration 9Q (11428.870000 sec): 3 clusters
  Score: Raw -52347.667489 + Penalty 2005.802694 = -50341.864795
  nChanged 1
		SP:Iteration 10Q (11428.870000 sec): 3 clusters
  Score: Raw -52351.786285 + Penalty 2005.802694 = -50345.983591
  nChanged 0
		SP:Iteration 11F (11428.870000 sec): 3 clusters
  Score: Raw -52351.786285 + Penalty 2005.802694 = -50345.983591
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11428.880000 sec): 2 clusters
  Score: Raw -404244.876893 + Penalty 1333.702798 = -402911.174095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11428.890000 sec): 3 clusters
  Score: Raw -402457.983174 + Penalty 2667.405596 = -399790.577578
  nChanged 1431
		SP:Iteration 1F (11428.900000 sec): 3 clusters
  Score: Raw -403318.907292 + Penalty 2667.405596 = -400651.501696
  nChanged 288
		SP:Iteration 2F (11428.910000 sec): 3 clusters
  Score: Raw -403502.850158 + Penalty 2667.405596 = -400835.444562
  nChanged 192
		SP:Iteration 3F (11428.920000 sec): 3 clusters
  Score: Raw -403599.577080 + Penalty 2667.405596 = -400932.171485
  nChanged 135
		SP:Iteration 4Q (11428.930000 sec): 3 clusters
  Score: Raw -403671.466638 + Penalty 2667.405596 = -401004.061042
  nChanged 92
		SP:Iteration 5Q (11428.940000 sec): 3 clusters
  Score: Raw -403714.581124 + Penalty 2667.405596 = -401047.175528
  nChanged 72
		SP:Iteration 6Q (11428.950000 sec): 3 clusters
  Score: Raw -403751.214081 + Penalty 2667.405596 = -401083.808485
  nChanged 72
		SP:Iteration 7Q (11428.960000 sec): 3 clusters
  Score: Raw -403778.571948 + Penalty 2667.405596 = -401111.166352
  nChanged 67
		SP:Iteration 8Q (11428.970000 sec): 3 clusters
  Score: Raw -403810.162198 + Penalty 2667.405596 = -401142.756602
  nChanged 60
		SP:Iteration 9Q (11428.980000 sec): 3 clusters
  Score: Raw -403833.363032 + Penalty 2667.405596 = -401165.957436
  nChanged 47
		SP:Iteration 10Q (11428.980000 sec): 3 clusters
  Score: Raw -403846.923678 + Penalty 2667.405596 = -401179.518082
  nChanged 34
		SP:Iteration 11Q (11428.990000 sec): 3 clusters
  Score: Raw -403856.067872 + Penalty 2667.405596 = -401188.662276
  nChanged 29
		SP:Iteration 12Q (11429.000000 sec): 3 clusters
  Score: Raw -403865.516490 + Penalty 2667.405596 = -401198.110894
  nChanged 32
		SP:Iteration 13Q (11429.010000 sec): 3 clusters
  Score: Raw -403874.889237 + Penalty 2667.405596 = -401207.483641
  nChanged 30
		SP:Iteration 14Q (11429.020000 sec): 3 clusters
  Score: Raw -403884.941640 + Penalty 2667.405596 = -401217.536044
  nChanged 35
		SP:Iteration 15Q (11429.030000 sec): 3 clusters
  Score: Raw -403894.914889 + Penalty 2667.405596 = -401227.509293
  nChanged 38
		SP:Iteration 16Q (11429.040000 sec): 3 clusters
  Score: Raw -403906.467431 + Penalty 2667.405596 = -401239.061835
  nChanged 43
		SP:Iteration 17Q (11429.050000 sec): 3 clusters
  Score: Raw -403920.293744 + Penalty 2667.405596 = -401252.888148
  nChanged 53
		SP:Iteration 18Q (11429.060000 sec): 3 clusters
  Score: Raw -403940.151574 + Penalty 2667.405596 = -401272.745978
  nChanged 57
		SP:Iteration 19Q (11429.060000 sec): 3 clusters
  Score: Raw -403962.769487 + Penalty 2667.405596 = -401295.363891
  nChanged 64
		SP:Iteration 20F (11429.080000 sec): 3 clusters
  Score: Raw -403995.475757 + Penalty 2667.405596 = -401328.070161
  nChanged 81
		SP:Iteration 21Q (11429.080000 sec): 3 clusters
  Score: Raw -404036.750457 + Penalty 2667.405596 = -401369.344861
  nChanged 85
		SP:Iteration 22Q (11429.090000 sec): 3 clusters
  Score: Raw -404083.090317 + Penalty 2667.405596 = -401415.684721
  nChanged 99
		SP:Iteration 23Q (11429.100000 sec): 3 clusters
  Score: Raw -404139.475285 + Penalty 2667.405596 = -401472.069689
  nChanged 99
		SP:Iteration 24Q (11429.110000 sec): 3 clusters
  Score: Raw -404206.631126 + Penalty 2667.405596 = -401539.225530
  nChanged 89
		SP:Iteration 25Q (11429.120000 sec): 3 clusters
  Score: Raw -404269.566482 + Penalty 2667.405596 = -401602.160886
  nChanged 84
		SP:Iteration 26Q (11429.130000 sec): 3 clusters
  Score: Raw -404338.128355 + Penalty 2667.405596 = -401670.722759
  nChanged 56
		SP:Iteration 27Q (11429.140000 sec): 3 clusters
  Score: Raw -404379.325509 + Penalty 2667.405596 = -401711.919913
  nChanged 51
		SP:Iteration 28Q (11429.140000 sec): 3 clusters
  Score: Raw -404418.921536 + Penalty 2667.405596 = -401751.515941
  nChanged 37
		SP:Iteration 29Q (11429.150000 sec): 3 clusters
  Score: Raw -404445.205578 + Penalty 2667.405596 = -401777.799982
  nChanged 35
		SP:Iteration 30Q (11429.160000 sec): 3 clusters
  Score: Raw -404473.811890 + Penalty 2667.405596 = -401806.406294
  nChanged 26
		SP:Iteration 31Q (11429.170000 sec): 3 clusters
  Score: Raw -404493.342535 + Penalty 2667.405596 = -401825.936940
  nChanged 15
		SP:Iteration 32Q (11429.180000 sec): 3 clusters
  Score: Raw -404503.323292 + Penalty 2667.405596 = -401835.917696
  nChanged 10
		SP:Iteration 33Q (11429.190000 sec): 3 clusters
  Score: Raw -404510.953762 + Penalty 2667.405596 = -401843.548166
  nChanged 18
		SP:Iteration 34Q (11429.200000 sec): 3 clusters
  Score: Raw -404527.099578 + Penalty 2667.405596 = -401859.693982
  nChanged 16
		SP:Iteration 35Q (11429.200000 sec): 3 clusters
  Score: Raw -404544.011333 + Penalty 2667.405596 = -401876.605737
  nChanged 10
		SP:Iteration 36Q (11429.210000 sec): 3 clusters
  Score: Raw -404552.293181 + Penalty 2667.405596 = -401884.887585
  nChanged 10
		SP:Iteration 37Q (11429.220000 sec): 3 clusters
  Score: Raw -404561.248841 + Penalty 2667.405596 = -401893.843245
  nChanged 9
		SP:Iteration 38Q (11429.230000 sec): 3 clusters
  Score: Raw -404569.673337 + Penalty 2667.405596 = -401902.267741
  nChanged 7
		SP:Iteration 39Q (11429.240000 sec): 3 clusters
  Score: Raw -404576.651115 + Penalty 2667.405596 = -401909.245519
  nChanged 7
		SP:Iteration 40F (11429.240000 sec): 3 clusters
  Score: Raw -404580.661229 + Penalty 2667.405596 = -401913.255633
  nChanged 3
		SP:Iteration 41Q (11429.250000 sec): 3 clusters
  Score: Raw -404582.698682 + Penalty 2667.405596 = -401915.293086
  nChanged 4
		SP:Iteration 42Q (11429.260000 sec): 3 clusters
  Score: Raw -404586.840207 + Penalty 2667.405596 = -401919.434612
  nChanged 3
		SP:Iteration 43Q (11429.270000 sec): 3 clusters
  Score: Raw -404589.198413 + Penalty 2667.405596 = -401921.792817
  nChanged 1
		SP:Iteration 44Q (11429.280000 sec): 3 clusters
  Score: Raw -404590.331809 + Penalty 2667.405596 = -401922.926213
  nChanged 1
		SP:Iteration 45Q (11429.280000 sec): 3 clusters
  Score: Raw -404590.971127 + Penalty 2667.405596 = -401923.565531
  nChanged 0
		SP:Iteration 46F (11429.290000 sec): 3 clusters
  Score: Raw -404590.971127 + Penalty 2667.405596 = -401923.565531
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11429.310000 sec): 2 clusters
  Score: Raw -730313.273333 + Penalty 1423.063175 = -728890.210158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11429.330000 sec): 3 clusters
  Score: Raw -726912.676835 + Penalty 2846.126350 = -724066.550485
  nChanged 2646
		SP:Iteration 1F (11429.340000 sec): 3 clusters
  Score: Raw -728396.981009 + Penalty 2846.126350 = -725550.854659
  nChanged 478
		SP:Iteration 2F (11429.360000 sec): 3 clusters
  Score: Raw -728688.293014 + Penalty 2846.126350 = -725842.166663
  nChanged 418
		SP:Iteration 3F (11429.380000 sec): 3 clusters
  Score: Raw -728918.693013 + Penalty 2846.126350 = -726072.566662
  nChanged 337
		SP:Iteration 4F (11429.390000 sec): 3 clusters
  Score: Raw -729098.984745 + Penalty 2846.126350 = -726252.858395
  nChanged 288
		SP:Iteration 5Q (11429.410000 sec): 3 clusters
  Score: Raw -729255.958732 + Penalty 2846.126350 = -726409.832382
  nChanged 266
		SP:Iteration 6Q (11429.420000 sec): 3 clusters
  Score: Raw -729410.270151 + Penalty 2846.126350 = -726564.143800
  nChanged 256
		SP:Iteration 7Q (11429.440000 sec): 3 clusters
  Score: Raw -729566.879683 + Penalty 2846.126350 = -726720.753333
  nChanged 242
		SP:Iteration 8Q (11429.460000 sec): 3 clusters
  Score: Raw -729711.561815 + Penalty 2846.126350 = -726865.435464
  nChanged 188
		SP:Iteration 9Q (11429.470000 sec): 3 clusters
  Score: Raw -729818.095301 + Penalty 2846.126350 = -726971.968951
  nChanged 168
		SP:Iteration 10Q (11429.490000 sec): 3 clusters
  Score: Raw -729910.078082 + Penalty 2846.126350 = -727063.951732
  nChanged 140
		SP:Iteration 11Q (11429.500000 sec): 3 clusters
  Score: Raw -729992.169311 + Penalty 2846.126350 = -727146.042960
  nChanged 127
		SP:Iteration 12Q (11429.520000 sec): 3 clusters
  Score: Raw -730060.320849 + Penalty 2846.126350 = -727214.194499
  nChanged 105
		SP:Iteration 13Q (11429.540000 sec): 3 clusters
  Score: Raw -730113.771036 + Penalty 2846.126350 = -727267.644686
  nChanged 92
		SP:Iteration 14Q (11429.550000 sec): 3 clusters
  Score: Raw -730164.379082 + Penalty 2846.126350 = -727318.252732
  nChanged 98
		SP:Iteration 15Q (11429.570000 sec): 3 clusters
  Score: Raw -730222.256424 + Penalty 2846.126350 = -727376.130074
  nChanged 82
		SP:Iteration 16Q (11429.580000 sec): 3 clusters
  Score: Raw -730276.101835 + Penalty 2846.126350 = -727429.975485
  nChanged 74
		SP:Iteration 17Q (11429.600000 sec): 3 clusters
  Score: Raw -730327.112265 + Penalty 2846.126350 = -727480.985915
  nChanged 61
		SP:Iteration 18Q (11429.620000 sec): 3 clusters
  Score: Raw -730362.023900 + Penalty 2846.126350 = -727515.897550
  nChanged 48
		SP:Iteration 19Q (11429.630000 sec): 3 clusters
  Score: Raw -730390.523679 + Penalty 2846.126350 = -727544.397329
  nChanged 41
		SP:Iteration 20F (11429.650000 sec): 3 clusters
  Score: Raw -730415.412331 + Penalty 2846.126350 = -727569.285981
  nChanged 38
		SP:Iteration 21Q (11429.660000 sec): 3 clusters
  Score: Raw -730438.189033 + Penalty 2846.126350 = -727592.062683
  nChanged 25
		SP:Iteration 22Q (11429.680000 sec): 3 clusters
  Score: Raw -730455.023317 + Penalty 2846.126350 = -727608.896967
  nChanged 26
		SP:Iteration 23Q (11429.690000 sec): 3 clusters
  Score: Raw -730477.713548 + Penalty 2846.126350 = -727631.587197
  nChanged 33
		SP:Iteration 24Q (11429.710000 sec): 3 clusters
  Score: Raw -730508.474018 + Penalty 2846.126350 = -727662.347667
  nChanged 32
		SP:Iteration 25Q (11429.720000 sec): 3 clusters
  Score: Raw -730537.976395 + Penalty 2846.126350 = -727691.850044
  nChanged 24
		SP:Iteration 26Q (11429.740000 sec): 3 clusters
  Score: Raw -730557.258029 + Penalty 2846.126350 = -727711.131678
  nChanged 20
		SP:Iteration 27Q (11429.750000 sec): 3 clusters
  Score: Raw -730569.876843 + Penalty 2846.126350 = -727723.750492
  nChanged 18
		SP:Iteration 28Q (11429.770000 sec): 3 clusters
  Score: Raw -730588.524526 + Penalty 2846.126350 = -727742.398175
  nChanged 13
		SP:Iteration 29Q (11429.780000 sec): 3 clusters
  Score: Raw -730597.622937 + Penalty 2846.126350 = -727751.496587
  nChanged 9
		SP:Iteration 30Q (11429.800000 sec): 3 clusters
  Score: Raw -730604.094151 + Penalty 2846.126350 = -727757.967801
  nChanged 9
		SP:Iteration 31Q (11429.810000 sec): 3 clusters
  Score: Raw -730610.638311 + Penalty 2846.126350 = -727764.511960
  nChanged 8
		SP:Iteration 32Q (11429.820000 sec): 3 clusters
  Score: Raw -730614.017783 + Penalty 2846.126350 = -727767.891433
  nChanged 2
		SP:Iteration 33Q (11429.840000 sec): 3 clusters
  Score: Raw -730614.834454 + Penalty 2846.126350 = -727768.708103
  nChanged 0
		SP:Iteration 34F (11429.860000 sec): 3 clusters
  Score: Raw -730614.834454 + Penalty 2846.126350 = -727768.708103
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11429.860000 sec): 2 clusters
  Score: Raw -61081.470253 + Penalty 1019.648828 = -60061.821425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11429.860000 sec): 3 clusters
  Score: Raw -60986.654609 + Penalty 2039.297657 = -58947.356952
  nChanged 107
		SP:Iteration 1F (11429.870000 sec): 3 clusters
  Score: Raw -61114.315011 + Penalty 2039.297657 = -59075.017354
  nChanged 27
		SP:Iteration 2F (11429.870000 sec): 3 clusters
  Score: Raw -61159.132287 + Penalty 2039.297657 = -59119.834630
  nChanged 12
		SP:Iteration 3Q (11429.870000 sec): 3 clusters
  Score: Raw -61179.005857 + Penalty 2039.297657 = -59139.708200
  nChanged 15
		SP:Iteration 4Q (11429.870000 sec): 3 clusters
  Score: Raw -61197.918079 + Penalty 2039.297657 = -59158.620422
  nChanged 5
		SP:Iteration 5Q (11429.870000 sec): 3 clusters
  Score: Raw -61205.822304 + Penalty 2039.297657 = -59166.524647
  nChanged 6
		SP:Iteration 6Q (11429.870000 sec): 3 clusters
  Score: Raw -61216.320594 + Penalty 2039.297657 = -59177.022937
  nChanged 5
		SP:Iteration 7Q (11429.880000 sec): 3 clusters
  Score: Raw -61222.334999 + Penalty 2039.297657 = -59183.037342
  nChanged 1
		SP:Iteration 8Q (11429.880000 sec): 3 clusters
  Score: Raw -61223.965272 + Penalty 2039.297657 = -59184.667615
  nChanged 0
		SP:Iteration 9F (11429.880000 sec): 3 clusters
  Score: Raw -61223.965272 + Penalty 2039.297657 = -59184.667615
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11429.900000 sec): 2 clusters
  Score: Raw -545876.633641 + Penalty 1376.765814 = -544499.867827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11429.910000 sec): 3 clusters
  Score: Raw -543367.503164 + Penalty 2753.531628 = -540613.971536
  nChanged 1928
		SP:Iteration 1F (11429.920000 sec): 3 clusters
  Score: Raw -544495.124372 + Penalty 2753.531628 = -541741.592744
  nChanged 371
		SP:Iteration 2F (11429.930000 sec): 3 clusters
  Score: Raw -544713.499620 + Penalty 2753.531628 = -541959.967992
  nChanged 247
		SP:Iteration 3F (11429.940000 sec): 3 clusters
  Score: Raw -544861.851111 + Penalty 2753.531628 = -542108.319483
  nChanged 212
		SP:Iteration 4Q (11429.960000 sec): 3 clusters
  Score: Raw -544998.011901 + Penalty 2753.531628 = -542244.480273
  nChanged 200
		SP:Iteration 5Q (11429.970000 sec): 3 clusters
  Score: Raw -545127.047017 + Penalty 2753.531628 = -542373.515390
  nChanged 223
		SP:Iteration 6Q (11429.980000 sec): 3 clusters
  Score: Raw -545270.344150 + Penalty 2753.531628 = -542516.812522
  nChanged 203
		SP:Iteration 7Q (11429.990000 sec): 3 clusters
  Score: Raw -545410.848304 + Penalty 2753.531628 = -542657.316676
  nChanged 209
		SP:Iteration 8Q (11430.000000 sec): 3 clusters
  Score: Raw -545574.319104 + Penalty 2753.531628 = -542820.787476
  nChanged 195
		SP:Iteration 9Q (11430.010000 sec): 3 clusters
  Score: Raw -545726.558130 + Penalty 2753.531628 = -542973.026503
  nChanged 155
		SP:Iteration 10Q (11430.020000 sec): 3 clusters
  Score: Raw -545844.842370 + Penalty 2753.531628 = -543091.310742
  nChanged 107
		SP:Iteration 11Q (11430.040000 sec): 3 clusters
  Score: Raw -545925.306037 + Penalty 2753.531628 = -543171.774409
  nChanged 87
		SP:Iteration 12Q (11430.050000 sec): 3 clusters
  Score: Raw -546002.725377 + Penalty 2753.531628 = -543249.193749
  nChanged 81
		SP:Iteration 13Q (11430.060000 sec): 3 clusters
  Score: Raw -546080.707653 + Penalty 2753.531628 = -543327.176025
  nChanged 62
		SP:Iteration 14Q (11430.070000 sec): 3 clusters
  Score: Raw -546131.908940 + Penalty 2753.531628 = -543378.377313
  nChanged 46
		SP:Iteration 15Q (11430.080000 sec): 3 clusters
  Score: Raw -546175.299718 + Penalty 2753.531628 = -543421.768090
  nChanged 30
		SP:Iteration 16Q (11430.090000 sec): 3 clusters
  Score: Raw -546207.857362 + Penalty 2753.531628 = -543454.325734
  nChanged 19
		SP:Iteration 17Q (11430.100000 sec): 3 clusters
  Score: Raw -546226.999617 + Penalty 2753.531628 = -543473.467989
  nChanged 14
		SP:Iteration 18Q (11430.110000 sec): 3 clusters
  Score: Raw -546238.878077 + Penalty 2753.531628 = -543485.346449
  nChanged 10
		SP:Iteration 19Q (11430.120000 sec): 3 clusters
  Score: Raw -546245.837021 + Penalty 2753.531628 = -543492.305393
  nChanged 11
		SP:Iteration 20F (11430.140000 sec): 3 clusters
  Score: Raw -546256.604449 + Penalty 2753.531628 = -543503.072821
  nChanged 12
		SP:Iteration 21Q (11430.140000 sec): 3 clusters
  Score: Raw -546268.127833 + Penalty 2753.531628 = -543514.596205
  nChanged 9
		SP:Iteration 22Q (11430.160000 sec): 3 clusters
  Score: Raw -546278.031224 + Penalty 2753.531628 = -543524.499596
  nChanged 8
		SP:Iteration 23Q (11430.160000 sec): 3 clusters
  Score: Raw -546285.591748 + Penalty 2753.531628 = -543532.060120
  nChanged 3
		SP:Iteration 24Q (11430.180000 sec): 3 clusters
  Score: Raw -546287.480617 + Penalty 2753.531628 = -543533.948989
  nChanged 0
		SP:Iteration 25F (11430.190000 sec): 3 clusters
  Score: Raw -546287.480617 + Penalty 2753.531628 = -543533.948989
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11430.190000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11430.200000 sec): 3 clusters
  Score: Raw -42416.552747 + Penalty 1938.997690 = -40477.555056
  nChanged 78
		SP:Iteration 1F (11430.200000 sec): 3 clusters
  Score: Raw -42546.864720 + Penalty 1938.997690 = -40607.867030
  nChanged 15
		SP:Iteration 2Q (11430.200000 sec): 3 clusters
  Score: Raw -42589.021336 + Penalty 1938.997690 = -40650.023645
  nChanged 11
		SP:Iteration 3Q (11430.200000 sec): 3 clusters
  Score: Raw -42618.035578 + Penalty 1938.997690 = -40679.037888
  nChanged 5
		SP:Iteration 4Q (11430.200000 sec): 3 clusters
  Score: Raw -42632.861963 + Penalty 1938.997690 = -40693.864273
  nChanged 5
		SP:Iteration 5Q (11430.200000 sec): 3 clusters
  Score: Raw -42641.498938 + Penalty 1938.997690 = -40702.501248
  nChanged 2
		SP:Iteration 6Q (11430.200000 sec): 3 clusters
  Score: Raw -42647.715073 + Penalty 1938.997690 = -40708.717383
  nChanged 1
		SP:Iteration 7Q (11430.200000 sec): 3 clusters
  Score: Raw -42650.442882 + Penalty 1938.997690 = -40711.445191
  nChanged 3
		SP:Iteration 8Q (11430.200000 sec): 3 clusters
  Score: Raw -42653.918503 + Penalty 1938.997690 = -40714.920813
  nChanged 1
		SP:Iteration 9Q (11430.200000 sec): 3 clusters
  Score: Raw -42655.116253 + Penalty 1938.997690 = -40716.118563
  nChanged 2
		SP:Iteration 10Q (11430.200000 sec): 3 clusters
  Score: Raw -42659.725331 + Penalty 1938.997690 = -40720.727640
  nChanged 3
		SP:Iteration 11Q (11430.200000 sec): 3 clusters
  Score: Raw -42669.453439 + Penalty 1938.997690 = -40730.455749
  nChanged 4
		SP:Iteration 12Q (11430.200000 sec): 3 clusters
  Score: Raw -42679.944276 + Penalty 1938.997690 = -40740.946586
  nChanged 5
		SP:Iteration 13Q (11430.210000 sec): 3 clusters
  Score: Raw -42687.856915 + Penalty 1938.997690 = -40748.859225
  nChanged 1
		SP:Iteration 14Q (11430.210000 sec): 3 clusters
  Score: Raw -42690.775090 + Penalty 1938.997690 = -40751.777400
  nChanged 1
		SP:Iteration 15Q (11430.210000 sec): 3 clusters
  Score: Raw -42692.983319 + Penalty 1938.997690 = -40753.985629
  nChanged 1
		SP:Iteration 16Q (11430.210000 sec): 3 clusters
  Score: Raw -42694.988915 + Penalty 1938.997690 = -40755.991225
  nChanged 1
		SP:Iteration 17Q (11430.210000 sec): 3 clusters
  Score: Raw -42701.454686 + Penalty 1938.997690 = -40762.456996
  nChanged 1
		SP:Iteration 18Q (11430.210000 sec): 3 clusters
  Score: Raw -42703.170445 + Penalty 1938.997690 = -40764.172755
  nChanged 2
		SP:Iteration 19Q (11430.210000 sec): 3 clusters
  Score: Raw -42710.889260 + Penalty 1938.997690 = -40771.891570
  nChanged 3
		SP:Iteration 20F (11430.210000 sec): 3 clusters
  Score: Raw -42716.194227 + Penalty 1938.997690 = -40777.196537
  nChanged 3
		SP:Iteration 21Q (11430.220000 sec): 3 clusters
  Score: Raw -42725.200997 + Penalty 1938.997690 = -40786.203307
  nChanged 6
		SP:Iteration 22Q (11430.220000 sec): 3 clusters
  Score: Raw -42750.226709 + Penalty 1938.997690 = -40811.229019
  nChanged 8
		SP:Iteration 23Q (11430.220000 sec): 3 clusters
  Score: Raw -42776.869805 + Penalty 1938.997690 = -40837.872115
  nChanged 9
		SP:Iteration 24Q (11430.220000 sec): 3 clusters
  Score: Raw -42831.684853 + Penalty 1938.997690 = -40892.687163
  nChanged 7
		SP:Iteration 25Q (11430.220000 sec): 3 clusters
  Score: Raw -42863.160485 + Penalty 1938.997690 = -40924.162795
  nChanged 2
		SP:Iteration 26Q (11430.220000 sec): 3 clusters
  Score: Raw -42865.958065 + Penalty 1938.997690 = -40926.960374
  nChanged 1
		SP:Iteration 27Q (11430.220000 sec): 3 clusters
  Score: Raw -42867.180633 + Penalty 1938.997690 = -40928.182943
  nChanged 0
		SP:Iteration 28F (11430.220000 sec): 3 clusters
  Score: Raw -42867.180633 + Penalty 1938.997690 = -40928.182943
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11430.230000 sec): 2 clusters
  Score: Raw -211803.422019 + Penalty 1237.885931 = -210565.536088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11430.240000 sec): 3 clusters
  Score: Raw -210936.387068 + Penalty 2475.771862 = -208460.615206
  nChanged 741
		SP:Iteration 1F (11430.240000 sec): 3 clusters
  Score: Raw -211563.144045 + Penalty 2475.771862 = -209087.372182
  nChanged 220
		SP:Iteration 2F (11430.240000 sec): 3 clusters
  Score: Raw -211880.318507 + Penalty 2475.771862 = -209404.546645
  nChanged 167
		SP:Iteration 3F (11430.250000 sec): 3 clusters
  Score: Raw -212104.326731 + Penalty 2475.771862 = -209628.554868
  nChanged 128
		SP:Iteration 4F (11430.260000 sec): 3 clusters
  Score: Raw -212264.122508 + Penalty 2475.771862 = -209788.350646
  nChanged 86
		SP:Iteration 5Q (11430.260000 sec): 3 clusters
  Score: Raw -212361.658333 + Penalty 2475.771862 = -209885.886471
  nChanged 73
		SP:Iteration 6Q (11430.260000 sec): 3 clusters
  Score: Raw -212456.723449 + Penalty 2475.771862 = -209980.951587
  nChanged 60
		SP:Iteration 7Q (11430.270000 sec): 3 clusters
  Score: Raw -212520.211732 + Penalty 2475.771862 = -210044.439870
  nChanged 58
		SP:Iteration 8Q (11430.270000 sec): 3 clusters
  Score: Raw -212581.711075 + Penalty 2475.771862 = -210105.939213
  nChanged 46
		SP:Iteration 9Q (11430.280000 sec): 3 clusters
  Score: Raw -212626.913203 + Penalty 2475.771862 = -210151.141341
  nChanged 34
		SP:Iteration 10Q (11430.280000 sec): 3 clusters
  Score: Raw -212651.959483 + Penalty 2475.771862 = -210176.187621
  nChanged 21
		SP:Iteration 11Q (11430.290000 sec): 3 clusters
  Score: Raw -212664.447802 + Penalty 2475.771862 = -210188.675940
  nChanged 19
		SP:Iteration 12Q (11430.290000 sec): 3 clusters
  Score: Raw -212676.380483 + Penalty 2475.771862 = -210200.608621
  nChanged 17
		SP:Iteration 13Q (11430.300000 sec): 3 clusters
  Score: Raw -212683.142150 + Penalty 2475.771862 = -210207.370288
  nChanged 4
		SP:Iteration 14Q (11430.300000 sec): 3 clusters
  Score: Raw -212686.890833 + Penalty 2475.771862 = -210211.118971
  nChanged 7
		SP:Iteration 15Q (11430.300000 sec): 3 clusters
  Score: Raw -212692.468238 + Penalty 2475.771862 = -210216.696375
  nChanged 9
		SP:Iteration 16Q (11430.310000 sec): 3 clusters
  Score: Raw -212696.778640 + Penalty 2475.771862 = -210221.006778
  nChanged 4
		SP:Iteration 17Q (11430.310000 sec): 3 clusters
  Score: Raw -212699.253311 + Penalty 2475.771862 = -210223.481449
  nChanged 4
		SP:Iteration 18Q (11430.320000 sec): 3 clusters
  Score: Raw -212701.086055 + Penalty 2475.771862 = -210225.314193
  nChanged 3
		SP:Iteration 19Q (11430.320000 sec): 3 clusters
  Score: Raw -212702.249167 + Penalty 2475.771862 = -210226.477304
  nChanged 2
		SP:Iteration 20F (11430.330000 sec): 3 clusters
  Score: Raw -212702.755491 + Penalty 2475.771862 = -210226.983629
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (2920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11430.340000 sec): 2 clusters
  Score: Raw -305441.554393 + Penalty 1296.642570 = -304144.911823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11430.350000 sec): 3 clusters
  Score: Raw -304066.975860 + Penalty 2593.285141 = -301473.690719
  nChanged 1109
		SP:Iteration 1F (11430.360000 sec): 3 clusters
  Score: Raw -304830.363653 + Penalty 2593.285141 = -302237.078512
  nChanged 285
		SP:Iteration 2F (11430.360000 sec): 3 clusters
  Score: Raw -305087.415186 + Penalty 2593.285141 = -302494.130045
  nChanged 208
		SP:Iteration 3F (11430.370000 sec): 3 clusters
  Score: Raw -305273.681354 + Penalty 2593.285141 = -302680.396213
  nChanged 161
		SP:Iteration 4F (11430.380000 sec): 3 clusters
  Score: Raw -305400.188319 + Penalty 2593.285141 = -302806.903178
  nChanged 130
		SP:Iteration 5Q (11430.380000 sec): 3 clusters
  Score: Raw -305489.630827 + Penalty 2593.285141 = -302896.345686
  nChanged 95
		SP:Iteration 6Q (11430.390000 sec): 3 clusters
  Score: Raw -305546.678980 + Penalty 2593.285141 = -302953.393839
  nChanged 79
		SP:Iteration 7Q (11430.400000 sec): 3 clusters
  Score: Raw -305591.566680 + Penalty 2593.285141 = -302998.281539
  nChanged 67
		SP:Iteration 8Q (11430.400000 sec): 3 clusters
  Score: Raw -305630.695110 + Penalty 2593.285141 = -303037.409970
  nChanged 61
		SP:Iteration 9Q (11430.410000 sec): 3 clusters
  Score: Raw -305664.480581 + Penalty 2593.285141 = -303071.195440
  nChanged 50
		SP:Iteration 10Q (11430.420000 sec): 3 clusters
  Score: Raw -305688.678551 + Penalty 2593.285141 = -303095.393410
  nChanged 46
		SP:Iteration 11Q (11430.430000 sec): 3 clusters
  Score: Raw -305711.070407 + Penalty 2593.285141 = -303117.785266
  nChanged 33
		SP:Iteration 12Q (11430.430000 sec): 3 clusters
  Score: Raw -305727.775815 + Penalty 2593.285141 = -303134.490674
  nChanged 26
		SP:Iteration 13Q (11430.440000 sec): 3 clusters
  Score: Raw -305740.387727 + Penalty 2593.285141 = -303147.102586
  nChanged 21
		SP:Iteration 14Q (11430.450000 sec): 3 clusters
  Score: Raw -305748.997017 + Penalty 2593.285141 = -303155.711876
  nChanged 20
		SP:Iteration 15Q (11430.450000 sec): 3 clusters
  Score: Raw -305758.958619 + Penalty 2593.285141 = -303165.673478
  nChanged 23
		SP:Iteration 16Q (11430.460000 sec): 3 clusters
  Score: Raw -305768.748849 + Penalty 2593.285141 = -303175.463708
  nChanged 21
		SP:Iteration 17Q (11430.470000 sec): 3 clusters
  Score: Raw -305777.178591 + Penalty 2593.285141 = -303183.893450
  nChanged 22
		SP:Iteration 18Q (11430.480000 sec): 3 clusters
  Score: Raw -305787.267068 + Penalty 2593.285141 = -303193.981927
  nChanged 26
		SP:Iteration 19Q (11430.480000 sec): 3 clusters
  Score: Raw -305798.243249 + Penalty 2593.285141 = -303204.958108
  nChanged 18
		SP:Iteration 20F (11430.490000 sec): 3 clusters
  Score: Raw -305803.724531 + Penalty 2593.285141 = -303210.439390
  nChanged 13
		SP:Iteration 21Q (11430.500000 sec): 3 clusters
  Score: Raw -305806.817513 + Penalty 2593.285141 = -303213.532372
  nChanged 12
		SP:Iteration 22Q (11430.500000 sec): 3 clusters
  Score: Raw -305810.165291 + Penalty 2593.285141 = -303216.880150
  nChanged 11
		SP:Iteration 23Q (11430.510000 sec): 3 clusters
  Score: Raw -305812.957658 + Penalty 2593.285141 = -303219.672517
  nChanged 12
		SP:Iteration 24Q (11430.520000 sec): 3 clusters
  Score: Raw -305817.359090 + Penalty 2593.285141 = -303224.073949
  nChanged 13
		SP:Iteration 25Q (11430.520000 sec): 3 clusters
  Score: Raw -305822.713007 + Penalty 2593.285141 = -303229.427866
  nChanged 13
		SP:Iteration 26Q (11430.530000 sec): 3 clusters
  Score: Raw -305828.886575 + Penalty 2593.285141 = -303235.601434
  nChanged 17
		SP:Iteration 27Q (11430.540000 sec): 3 clusters
  Score: Raw -305835.958386 + Penalty 2593.285141 = -303242.673245
  nChanged 14
		SP:Iteration 28Q (11430.540000 sec): 3 clusters
  Score: Raw -305841.814635 + Penalty 2593.285141 = -303248.529494
  nChanged 12
		SP:Iteration 29Q (11430.550000 sec): 3 clusters
  Score: Raw -305846.764008 + Penalty 2593.285141 = -303253.478867
  nChanged 15
		SP:Iteration 30Q (11430.560000 sec): 3 clusters
  Score: Raw -305854.052870 + Penalty 2593.285141 = -303260.767729
  nChanged 15
		SP:Iteration 31Q (11430.560000 sec): 3 clusters
  Score: Raw -305860.509141 + Penalty 2593.285141 = -303267.224001
  nChanged 9
		SP:Iteration 32Q (11430.570000 sec): 3 clusters
  Score: Raw -305863.731592 + Penalty 2593.285141 = -303270.446451
  nChanged 11
		SP:Iteration 33Q (11430.580000 sec): 3 clusters
  Score: Raw -305868.702974 + Penalty 2593.285141 = -303275.417833
  nChanged 20
		SP:Iteration 34Q (11430.590000 sec): 3 clusters
  Score: Raw -305879.968548 + Penalty 2593.285141 = -303286.683407
  nChanged 31
		SP:Iteration 35Q (11430.590000 sec): 3 clusters
  Score: Raw -305897.261178 + Penalty 2593.285141 = -303303.976037
  nChanged 34
		SP:Iteration 36Q (11430.600000 sec): 3 clusters
  Score: Raw -305922.686934 + Penalty 2593.285141 = -303329.401793
  nChanged 45
		SP:Iteration 37Q (11430.610000 sec): 3 clusters
  Score: Raw -305955.163563 + Penalty 2593.285141 = -303361.878422
  nChanged 43
		SP:Iteration 38Q (11430.610000 sec): 3 clusters
  Score: Raw -305986.348218 + Penalty 2593.285141 = -303393.063077
  nChanged 46
		SP:Iteration 39Q (11430.620000 sec): 3 clusters
  Score: Raw -306023.608633 + Penalty 2593.285141 = -303430.323492
  nChanged 46
		SP:Iteration 40F (11430.630000 sec): 3 clusters
  Score: Raw -306057.589044 + Penalty 2593.285141 = -303464.303903
  nChanged 43
		SP:Iteration 41Q (11430.640000 sec): 3 clusters
  Score: Raw -306094.590077 + Penalty 2593.285141 = -303501.304936
  nChanged 51
		SP:Iteration 42Q (11430.640000 sec): 3 clusters
  Score: Raw -306136.378973 + Penalty 2593.285141 = -303543.093832
  nChanged 48
		SP:Iteration 43Q (11430.650000 sec): 3 clusters
  Score: Raw -306172.286486 + Penalty 2593.285141 = -303579.001345
  nChanged 42
		SP:Iteration 44Q (11430.660000 sec): 3 clusters
  Score: Raw -306203.473449 + Penalty 2593.285141 = -303610.188308
  nChanged 38
		SP:Iteration 45Q (11430.660000 sec): 3 clusters
  Score: Raw -306236.224690 + Penalty 2593.285141 = -303642.939549
  nChanged 36
		SP:Iteration 46Q (11430.670000 sec): 3 clusters
  Score: Raw -306261.223288 + Penalty 2593.285141 = -303667.938147
  nChanged 26
		SP:Iteration 47Q (11430.680000 sec): 3 clusters
  Score: Raw -306279.669550 + Penalty 2593.285141 = -303686.384409
  nChanged 21
		SP:Iteration 48Q (11430.680000 sec): 3 clusters
  Score: Raw -306293.518496 + Penalty 2593.285141 = -303700.233355
  nChanged 19
		SP:Iteration 49Q (11430.690000 sec): 3 clusters
  Score: Raw -306308.789220 + Penalty 2593.285141 = -303715.504079
  nChanged 20
		SP:Iteration 50Q (11430.690000 sec): 3 clusters
  Score: Raw -306323.077052 + Penalty 2593.285141 = -303729.791911
  nChanged 21
		SP:Iteration 51Q (11430.700000 sec): 3 clusters
  Score: Raw -306337.228662 + Penalty 2593.285141 = -303743.943521
  nChanged 20
		SP:Iteration 52Q (11430.710000 sec): 3 clusters
  Score: Raw -306347.423902 + Penalty 2593.285141 = -303754.138762
  nChanged 19
		SP:Iteration 53Q (11430.710000 sec): 3 clusters
  Score: Raw -306360.605431 + Penalty 2593.285141 = -303767.320290
  nChanged 12
		SP:Iteration 54Q (11430.720000 sec): 3 clusters
  Score: Raw -306368.059998 + Penalty 2593.285141 = -303774.774857
  nChanged 11
		SP:Iteration 55Q (11430.720000 sec): 3 clusters
  Score: Raw -306373.489097 + Penalty 2593.285141 = -303780.203956
  nChanged 13
		SP:Iteration 56Q (11430.730000 sec): 3 clusters
  Score: Raw -306378.805517 + Penalty 2593.285141 = -303785.520376
  nChanged 8
		SP:Iteration 57Q (11430.740000 sec): 3 clusters
  Score: Raw -306382.004241 + Penalty 2593.285141 = -303788.719100
  nChanged 4
		SP:Iteration 58Q (11430.740000 sec): 3 clusters
  Score: Raw -306384.155827 + Penalty 2593.285141 = -303790.870687
  nChanged 2
		SP:Iteration 59Q (11430.750000 sec): 3 clusters
  Score: Raw -306385.073322 + Penalty 2593.285141 = -303791.788181
  nChanged 0
		SP:Iteration 60F (11430.760000 sec): 3 clusters
  Score: Raw -306385.073322 + Penalty 2593.285141 = -303791.788181
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11430.770000 sec): 2 clusters
  Score: Raw -171149.930562 + Penalty 1207.393548 = -169942.537014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11430.770000 sec): 3 clusters
  Score: Raw -170451.969238 + Penalty 2414.787095 = -168037.182143
  nChanged 551
		SP:Iteration 1F (11430.780000 sec): 3 clusters
  Score: Raw -170889.811938 + Penalty 2414.787095 = -168475.024843
  nChanged 145
		SP:Iteration 2F (11430.780000 sec): 3 clusters
  Score: Raw -171035.589041 + Penalty 2414.787095 = -168620.801946
  nChanged 101
		SP:Iteration 3F (11430.780000 sec): 3 clusters
  Score: Raw -171164.670434 + Penalty 2414.787095 = -168749.883339
  nChanged 77
		SP:Iteration 4Q (11430.790000 sec): 3 clusters
  Score: Raw -171274.735689 + Penalty 2414.787095 = -168859.948594
  nChanged 65
		SP:Iteration 5Q (11430.790000 sec): 3 clusters
  Score: Raw -171347.300123 + Penalty 2414.787095 = -168932.513028
  nChanged 56
		SP:Iteration 6Q (11430.800000 sec): 3 clusters
  Score: Raw -171410.425154 + Penalty 2414.787095 = -168995.638059
  nChanged 46
		SP:Iteration 7Q (11430.800000 sec): 3 clusters
  Score: Raw -171467.046778 + Penalty 2414.787095 = -169052.259683
  nChanged 44
		SP:Iteration 8Q (11430.800000 sec): 3 clusters
  Score: Raw -171513.378897 + Penalty 2414.787095 = -169098.591802
  nChanged 35
		SP:Iteration 9Q (11430.810000 sec): 3 clusters
  Score: Raw -171545.773860 + Penalty 2414.787095 = -169130.986765
  nChanged 21
		SP:Iteration 10Q (11430.810000 sec): 3 clusters
  Score: Raw -171563.243948 + Penalty 2414.787095 = -169148.456853
  nChanged 20
		SP:Iteration 11Q (11430.820000 sec): 3 clusters
  Score: Raw -171577.220639 + Penalty 2414.787095 = -169162.433544
  nChanged 13
		SP:Iteration 12Q (11430.820000 sec): 3 clusters
  Score: Raw -171583.268076 + Penalty 2414.787095 = -169168.480981
  nChanged 9
		SP:Iteration 13Q (11430.820000 sec): 3 clusters
  Score: Raw -171590.285071 + Penalty 2414.787095 = -169175.497976
  nChanged 8
		SP:Iteration 14Q (11430.830000 sec): 3 clusters
  Score: Raw -171599.185637 + Penalty 2414.787095 = -169184.398542
  nChanged 13
		SP:Iteration 15Q (11430.830000 sec): 3 clusters
  Score: Raw -171608.205401 + Penalty 2414.787095 = -169193.418306
  nChanged 12
		SP:Iteration 16Q (11430.840000 sec): 3 clusters
  Score: Raw -171616.365018 + Penalty 2414.787095 = -169201.577923
  nChanged 13
		SP:Iteration 17Q (11430.840000 sec): 3 clusters
  Score: Raw -171628.109324 + Penalty 2414.787095 = -169213.322229
  nChanged 14
		SP:Iteration 18Q (11430.840000 sec): 3 clusters
  Score: Raw -171635.537723 + Penalty 2414.787095 = -169220.750628
  nChanged 11
		SP:Iteration 19Q (11430.850000 sec): 3 clusters
  Score: Raw -171642.592149 + Penalty 2414.787095 = -169227.805054
  nChanged 10
		SP:Iteration 20F (11430.850000 sec): 3 clusters
  Score: Raw -171649.556737 + Penalty 2414.787095 = -169234.769642
  nChanged 11
		SP:Iteration 21Q (11430.860000 sec): 3 clusters
  Score: Raw -171656.285847 + Penalty 2414.787095 = -169241.498752
  nChanged 7
		SP:Iteration 22Q (11430.860000 sec): 3 clusters
  Score: Raw -171661.981883 + Penalty 2414.787095 = -169247.194788
  nChanged 7
		SP:Iteration 23Q (11430.860000 sec): 3 clusters
  Score: Raw -171671.356754 + Penalty 2414.787095 = -169256.569659
  nChanged 9
		SP:Iteration 24Q (11430.870000 sec): 3 clusters
  Score: Raw -171684.694764 + Penalty 2414.787095 = -169269.907669
  nChanged 11
		SP:Iteration 25Q (11430.870000 sec): 3 clusters
  Score: Raw -171696.329300 + Penalty 2414.787095 = -169281.542205
  nChanged 8
		SP:Iteration 26Q (11430.880000 sec): 3 clusters
  Score: Raw -171700.927267 + Penalty 2414.787095 = -169286.140172
  nChanged 6
		SP:Iteration 27Q (11430.880000 sec): 3 clusters
  Score: Raw -171704.823842 + Penalty 2414.787095 = -169290.036747
  nChanged 6
		SP:Iteration 28Q (11430.880000 sec): 3 clusters
  Score: Raw -171707.706823 + Penalty 2414.787095 = -169292.919728
  nChanged 6
		SP:Iteration 29Q (11430.890000 sec): 3 clusters
  Score: Raw -171711.130127 + Penalty 2414.787095 = -169296.343032
  nChanged 9
		SP:Iteration 30Q (11430.890000 sec): 3 clusters
  Score: Raw -171716.501771 + Penalty 2414.787095 = -169301.714676
  nChanged 6
		SP:Iteration 31Q (11430.900000 sec): 3 clusters
  Score: Raw -171721.971597 + Penalty 2414.787095 = -169307.184502
  nChanged 5
		SP:Iteration 32Q (11430.900000 sec): 3 clusters
  Score: Raw -171726.384863 + Penalty 2414.787095 = -169311.597768
  nChanged 8
		SP:Iteration 33Q (11430.900000 sec): 3 clusters
  Score: Raw -171733.520151 + Penalty 2414.787095 = -169318.733056
  nChanged 8
		SP:Iteration 34Q (11430.910000 sec): 3 clusters
  Score: Raw -171739.072989 + Penalty 2414.787095 = -169324.285894
  nChanged 5
		SP:Iteration 35Q (11430.910000 sec): 3 clusters
  Score: Raw -171741.204834 + Penalty 2414.787095 = -169326.417739
  nChanged 5
		SP:Iteration 36Q (11430.920000 sec): 3 clusters
  Score: Raw -171743.522905 + Penalty 2414.787095 = -169328.735810
  nChanged 3
		SP:Iteration 37Q (11430.920000 sec): 3 clusters
  Score: Raw -171744.680035 + Penalty 2414.787095 = -169329.892940
  nChanged 0
		SP:Iteration 38F (11430.920000 sec): 3 clusters
  Score: Raw -171744.680035 + Penalty 2414.787095 = -169329.892940
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11431.100000 sec): 2 clusters
  Score: Raw -7082079.872613 + Penalty 1787.051182 = -7080292.821431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11431.260000 sec): 3 clusters
  Score: Raw -7043916.613369 + Penalty 3574.102364 = -7040342.511005
  nChanged 28212
		SP:Iteration 1F (11431.420000 sec): 3 clusters
  Score: Raw -7060025.774978 + Penalty 3574.102364 = -7056451.672614
  nChanged 2146
		SP:Iteration 2Q (11431.580000 sec): 3 clusters
  Score: Raw -7060607.811931 + Penalty 3574.102364 = -7057033.709567
  nChanged 2267
		SP:Iteration 3Q (11431.740000 sec): 3 clusters
  Score: Raw -7061259.418367 + Penalty 3574.102364 = -7057685.316003
  nChanged 2353
		SP:Iteration 4Q (11431.900000 sec): 3 clusters
  Score: Raw -7062017.044812 + Penalty 3574.102364 = -7058442.942448
  nChanged 2541
		SP:Iteration 5Q (11432.060000 sec): 3 clusters
  Score: Raw -7062947.582457 + Penalty 3574.102364 = -7059373.480093
  nChanged 2797
		SP:Iteration 6Q (11432.230000 sec): 3 clusters
  Score: Raw -7064116.538476 + Penalty 3574.102364 = -7060542.436112
  nChanged 2973
		SP:Iteration 7Q (11432.390000 sec): 3 clusters
  Score: Raw -7065481.710258 + Penalty 3574.102364 = -7061907.607895
  nChanged 3091
		SP:Iteration 8F (11432.540000 sec): 3 clusters
  Score: Raw -7067013.361286 + Penalty 3574.102364 = -7063439.258923
  nChanged 3036
		SP:Iteration 9F (11432.700000 sec): 3 clusters
  Score: Raw -7068707.285166 + Penalty 3574.102364 = -7065133.182802
  nChanged 2981
		SP:Iteration 10Q (11432.860000 sec): 3 clusters
  Score: Raw -7070615.050310 + Penalty 3574.102364 = -7067040.947947
  nChanged 2901
		SP:Iteration 11Q (11433.020000 sec): 3 clusters
  Score: Raw -7072673.847461 + Penalty 3574.102364 = -7069099.745097
  nChanged 2731
		SP:Iteration 12Q (11433.180000 sec): 3 clusters
  Score: Raw -7074502.392525 + Penalty 3574.102364 = -7070928.290161
  nChanged 2157
		SP:Iteration 13Q (11433.340000 sec): 3 clusters
  Score: Raw -7075616.497903 + Penalty 3574.102364 = -7072042.395539
  nChanged 1524
		SP:Iteration 14Q (11433.490000 sec): 3 clusters
  Score: Raw -7076289.828312 + Penalty 3574.102364 = -7072715.725948
  nChanged 1150
		SP:Iteration 15Q (11433.640000 sec): 3 clusters
  Score: Raw -7076767.477683 + Penalty 3574.102364 = -7073193.375319
  nChanged 951
		SP:Iteration 16Q (11433.790000 sec): 3 clusters
  Score: Raw -7077141.155074 + Penalty 3574.102364 = -7073567.052711
  nChanged 891
		SP:Iteration 17Q (11433.940000 sec): 3 clusters
  Score: Raw -7077475.287142 + Penalty 3574.102364 = -7073901.184778
  nChanged 861
		SP:Iteration 18Q (11434.090000 sec): 3 clusters
  Score: Raw -7077783.117067 + Penalty 3574.102364 = -7074209.014704
  nChanged 762
		SP:Iteration 19Q (11434.240000 sec): 3 clusters
  Score: Raw -7078039.303922 + Penalty 3574.102364 = -7074465.201558
  nChanged 684
		SP:Iteration 20F (11434.390000 sec): 3 clusters
  Score: Raw -7078252.050051 + Penalty 3574.102364 = -7074677.947688
  nChanged 610
		SP:Iteration 21Q (11434.540000 sec): 3 clusters
  Score: Raw -7078437.461722 + Penalty 3574.102364 = -7074863.359358
  nChanged 582
		SP:Iteration 22Q (11434.680000 sec): 3 clusters
  Score: Raw -7078600.873861 + Penalty 3574.102364 = -7075026.771497
  nChanged 540
		SP:Iteration 23Q (11434.820000 sec): 3 clusters
  Score: Raw -7078736.645171 + Penalty 3574.102364 = -7075162.542807
  nChanged 481
		SP:Iteration 24Q (11434.960000 sec): 3 clusters
  Score: Raw -7078858.049059 + Penalty 3574.102364 = -7075283.946695
  nChanged 452
		SP:Iteration 25Q (11435.100000 sec): 3 clusters
  Score: Raw -7078957.970167 + Penalty 3574.102364 = -7075383.867803
  nChanged 383
		SP:Iteration 26Q (11435.240000 sec): 3 clusters
  Score: Raw -7079030.570252 + Penalty 3574.102364 = -7075456.467889
  nChanged 347
		SP:Iteration 27Q (11435.380000 sec): 3 clusters
  Score: Raw -7079095.278892 + Penalty 3574.102364 = -7075521.176529
  nChanged 328
		SP:Iteration 28Q (11435.520000 sec): 3 clusters
  Score: Raw -7079150.706053 + Penalty 3574.102364 = -7075576.603689
  nChanged 327
		SP:Iteration 29Q (11435.660000 sec): 3 clusters
  Score: Raw -7079203.591566 + Penalty 3574.102364 = -7075629.489202
  nChanged 291
		SP:Iteration 30Q (11435.800000 sec): 3 clusters
  Score: Raw -7079246.904834 + Penalty 3574.102364 = -7075672.802471
  nChanged 295
		SP:Iteration 31Q (11435.940000 sec): 3 clusters
  Score: Raw -7079293.478390 + Penalty 3574.102364 = -7075719.376027
  nChanged 285
		SP:Iteration 32Q (11436.070000 sec): 3 clusters
  Score: Raw -7079332.598615 + Penalty 3574.102364 = -7075758.496252
  nChanged 238
		SP:Iteration 33Q (11436.210000 sec): 3 clusters
  Score: Raw -7079364.425943 + Penalty 3574.102364 = -7075790.323580
  nChanged 225
		SP:Iteration 34Q (11436.340000 sec): 3 clusters
  Score: Raw -7079393.534899 + Penalty 3574.102364 = -7075819.432535
  nChanged 226
		SP:Iteration 35Q (11436.480000 sec): 3 clusters
  Score: Raw -7079424.029751 + Penalty 3574.102364 = -7075849.927387
  nChanged 253
		SP:Iteration 36Q (11436.620000 sec): 3 clusters
  Score: Raw -7079459.077082 + Penalty 3574.102364 = -7075884.974719
  nChanged 256
		SP:Iteration 37Q (11436.750000 sec): 3 clusters
  Score: Raw -7079495.878639 + Penalty 3574.102364 = -7075921.776276
  nChanged 252
		SP:Iteration 38Q (11436.880000 sec): 3 clusters
  Score: Raw -7079534.958829 + Penalty 3574.102364 = -7075960.856466
  nChanged 263
		SP:Iteration 39Q (11437.020000 sec): 3 clusters
  Score: Raw -7079576.154759 + Penalty 3574.102364 = -7076002.052395
  nChanged 292
		SP:Iteration 40F (11437.180000 sec): 3 clusters
  Score: Raw -7079625.525658 + Penalty 3574.102364 = -7076051.423295
  nChanged 299
		SP:Iteration 41Q (11437.310000 sec): 3 clusters
  Score: Raw -7079677.820216 + Penalty 3574.102364 = -7076103.717852
  nChanged 306
		SP:Iteration 42Q (11437.440000 sec): 3 clusters
  Score: Raw -7079732.845965 + Penalty 3574.102364 = -7076158.743601
  nChanged 308
		SP:Iteration 43Q (11437.570000 sec): 3 clusters
  Score: Raw -7079790.942458 + Penalty 3574.102364 = -7076216.840095
  nChanged 345
		SP:Iteration 44Q (11437.710000 sec): 3 clusters
  Score: Raw -7079859.611810 + Penalty 3574.102364 = -7076285.509446
  nChanged 365
		SP:Iteration 45Q (11437.840000 sec): 3 clusters
  Score: Raw -7079932.492079 + Penalty 3574.102364 = -7076358.389715
  nChanged 324
		SP:Iteration 46Q (11437.970000 sec): 3 clusters
  Score: Raw -7079995.873668 + Penalty 3574.102364 = -7076421.771305
  nChanged 318
		SP:Iteration 47Q (11438.100000 sec): 3 clusters
  Score: Raw -7080062.882641 + Penalty 3574.102364 = -7076488.780278
  nChanged 328
		SP:Iteration 48Q (11438.230000 sec): 3 clusters
  Score: Raw -7080130.179029 + Penalty 3574.102364 = -7076556.076665
  nChanged 329
		SP:Iteration 49Q (11438.360000 sec): 3 clusters
  Score: Raw -7080195.419486 + Penalty 3574.102364 = -7076621.317122
  nChanged 308
		SP:Iteration 50Q (11438.490000 sec): 3 clusters
  Score: Raw -7080259.513084 + Penalty 3574.102364 = -7076685.410720
  nChanged 301
		SP:Iteration 51Q (11438.610000 sec): 3 clusters
  Score: Raw -7080323.207612 + Penalty 3574.102364 = -7076749.105249
  nChanged 314
		SP:Iteration 52Q (11438.740000 sec): 3 clusters
  Score: Raw -7080392.616470 + Penalty 3574.102364 = -7076818.514106
  nChanged 306
		SP:Iteration 53Q (11438.860000 sec): 3 clusters
  Score: Raw -7080462.315380 + Penalty 3574.102364 = -7076888.213017
  nChanged 329
		SP:Iteration 54Q (11438.990000 sec): 3 clusters
  Score: Raw -7080540.976306 + Penalty 3574.102364 = -7076966.873943
  nChanged 339
		SP:Iteration 55Q (11439.120000 sec): 3 clusters
  Score: Raw -7080626.107102 + Penalty 3574.102364 = -7077052.004738
  nChanged 315
		SP:Iteration 56Q (11439.240000 sec): 3 clusters
  Score: Raw -7080700.045072 + Penalty 3574.102364 = -7077125.942708
  nChanged 293
		SP:Iteration 57Q (11439.370000 sec): 3 clusters
  Score: Raw -7080771.348357 + Penalty 3574.102364 = -7077197.245994
  nChanged 306
		SP:Iteration 58Q (11439.490000 sec): 3 clusters
  Score: Raw -7080852.553985 + Penalty 3574.102364 = -7077278.451621
  nChanged 296
		SP:Iteration 59Q (11439.610000 sec): 3 clusters
  Score: Raw -7080927.188810 + Penalty 3574.102364 = -7077353.086447
  nChanged 280
		SP:Iteration 60F (11439.770000 sec): 3 clusters
  Score: Raw -7081003.726382 + Penalty 3574.102364 = -7077429.624018
  nChanged 279
		SP:Iteration 61Q (11439.890000 sec): 3 clusters
  Score: Raw -7081085.182910 + Penalty 3574.102364 = -7077511.080547
  nChanged 277
		SP:Iteration 62Q (11440.010000 sec): 3 clusters
  Score: Raw -7081165.971760 + Penalty 3574.102364 = -7077591.869397
  nChanged 278
		SP:Iteration 63Q (11440.130000 sec): 3 clusters
  Score: Raw -7081247.805690 + Penalty 3574.102364 = -7077673.703326
  nChanged 265
		SP:Iteration 64Q (11440.240000 sec): 3 clusters
  Score: Raw -7081324.994028 + Penalty 3574.102364 = -7077750.891665
  nChanged 241
		SP:Iteration 65Q (11440.360000 sec): 3 clusters
  Score: Raw -7081398.430017 + Penalty 3574.102364 = -7077824.327653
  nChanged 228
		SP:Iteration 66Q (11440.480000 sec): 3 clusters
  Score: Raw -7081472.006255 + Penalty 3574.102364 = -7077897.903892
  nChanged 237
		SP:Iteration 67Q (11440.600000 sec): 3 clusters
  Score: Raw -7081549.813092 + Penalty 3574.102364 = -7077975.710728
  nChanged 241
		SP:Iteration 68Q (11440.720000 sec): 3 clusters
  Score: Raw -7081637.947489 + Penalty 3574.102364 = -7078063.845126
  nChanged 204
		SP:Iteration 69Q (11440.840000 sec): 3 clusters
  Score: Raw -7081712.872636 + Penalty 3574.102364 = -7078138.770272
  nChanged 225
		SP:Iteration 70Q (11440.950000 sec): 3 clusters
  Score: Raw -7081804.914000 + Penalty 3574.102364 = -7078230.811636
  nChanged 189
		SP:Iteration 71Q (11441.060000 sec): 3 clusters
  Score: Raw -7081883.406843 + Penalty 3574.102364 = -7078309.304480
  nChanged 150
		SP:Iteration 72Q (11441.180000 sec): 3 clusters
  Score: Raw -7081936.085406 + Penalty 3574.102364 = -7078361.983043
  nChanged 125
		SP:Iteration 73Q (11441.290000 sec): 3 clusters
  Score: Raw -7081978.108753 + Penalty 3574.102364 = -7078404.006389
  nChanged 120
		SP:Iteration 74Q (11441.410000 sec): 3 clusters
  Score: Raw -7082020.201724 + Penalty 3574.102364 = -7078446.099360
  nChanged 95
		SP:Iteration 75Q (11441.520000 sec): 3 clusters
  Score: Raw -7082056.681167 + Penalty 3574.102364 = -7078482.578803
  nChanged 78
		SP:Iteration 76Q (11441.630000 sec): 3 clusters
  Score: Raw -7082082.175009 + Penalty 3574.102364 = -7078508.072645
  nChanged 65
		SP:Iteration 77Q (11441.740000 sec): 3 clusters
  Score: Raw -7082101.616517 + Penalty 3574.102364 = -7078527.514154
  nChanged 54
		SP:Iteration 78Q (11441.850000 sec): 3 clusters
  Score: Raw -7082122.110084 + Penalty 3574.102364 = -7078548.007720
  nChanged 61
		SP:Iteration 79Q (11441.970000 sec): 3 clusters
  Score: Raw -7082144.266834 + Penalty 3574.102364 = -7078570.164471
  nChanged 55
		SP:Iteration 80F (11442.120000 sec): 3 clusters
  Score: Raw -7082160.337955 + Penalty 3574.102364 = -7078586.235591
  nChanged 47
		SP:Iteration 81Q (11442.240000 sec): 3 clusters
  Score: Raw -7082176.651791 + Penalty 3574.102364 = -7078602.549428
  nChanged 44
		SP:Iteration 82Q (11442.340000 sec): 3 clusters
  Score: Raw -7082189.542682 + Penalty 3574.102364 = -7078615.440319
  nChanged 28
		SP:Iteration 83Q (11442.460000 sec): 3 clusters
  Score: Raw -7082197.254743 + Penalty 3574.102364 = -7078623.152379
  nChanged 23
		SP:Iteration 84Q (11442.560000 sec): 3 clusters
  Score: Raw -7082204.062492 + Penalty 3574.102364 = -7078629.960128
  nChanged 13
		SP:Iteration 85Q (11442.680000 sec): 3 clusters
  Score: Raw -7082207.478009 + Penalty 3574.102364 = -7078633.375646
  nChanged 13
		SP:Iteration 86Q (11442.780000 sec): 3 clusters
  Score: Raw -7082211.506678 + Penalty 3574.102364 = -7078637.404315
  nChanged 15
		SP:Iteration 87Q (11442.900000 sec): 3 clusters
  Score: Raw -7082215.235217 + Penalty 3574.102364 = -7078641.132854
  nChanged 7
		SP:Iteration 88Q (11443.000000 sec): 3 clusters
  Score: Raw -7082216.843959 + Penalty 3574.102364 = -7078642.741595
  nChanged 6
		SP:Iteration 89Q (11443.120000 sec): 3 clusters
  Score: Raw -7082218.070426 + Penalty 3574.102364 = -7078643.968063
  nChanged 7
		SP:Iteration 90Q (11443.230000 sec): 3 clusters
  Score: Raw -7082220.623791 + Penalty 3574.102364 = -7078646.521427
  nChanged 17
		SP:Iteration 91Q (11443.340000 sec): 3 clusters
  Score: Raw -7082226.060618 + Penalty 3574.102364 = -7078651.958255
  nChanged 11
		SP:Iteration 92Q (11443.450000 sec): 3 clusters
  Score: Raw -7082229.526661 + Penalty 3574.102364 = -7078655.424298
  nChanged 14
		SP:Iteration 93Q (11443.560000 sec): 3 clusters
  Score: Raw -7082235.753585 + Penalty 3574.102364 = -7078661.651221
  nChanged 20
		SP:Iteration 94Q (11443.690000 sec): 3 clusters
  Score: Raw -7082243.857504 + Penalty 3574.102364 = -7078669.755141
  nChanged 18
		SP:Iteration 95Q (11443.800000 sec): 3 clusters
  Score: Raw -7082249.115195 + Penalty 3574.102364 = -7078675.012831
  nChanged 11
		SP:Iteration 96Q (11443.910000 sec): 3 clusters
  Score: Raw -7082252.234510 + Penalty 3574.102364 = -7078678.132146
  nChanged 15
		SP:Iteration 97Q (11444.020000 sec): 3 clusters
  Score: Raw -7082256.377670 + Penalty 3574.102364 = -7078682.275307
  nChanged 12
		SP:Iteration 98Q (11444.130000 sec): 3 clusters
  Score: Raw -7082260.157771 + Penalty 3574.102364 = -7078686.055407
  nChanged 12
		SP:Iteration 99Q (11444.240000 sec): 3 clusters
  Score: Raw -7082264.621786 + Penalty 3574.102364 = -7078690.519423
  nChanged 22
		SP:Iteration 100F (11444.400000 sec): 3 clusters
  Score: Raw -7082273.007496 + Penalty 3574.102364 = -7078698.905133
  nChanged 21
		SP:Iteration 101Q (11444.510000 sec): 3 clusters
  Score: Raw -7082279.600077 + Penalty 3574.102364 = -7078705.497713
  nChanged 15
		SP:Iteration 102Q (11444.620000 sec): 3 clusters
  Score: Raw -7082285.522370 + Penalty 3574.102364 = -7078711.420006
  nChanged 25
		SP:Iteration 103Q (11444.730000 sec): 3 clusters
  Score: Raw -7082296.677148 + Penalty 3574.102364 = -7078722.574785
  nChanged 20
		SP:Iteration 104Q (11444.840000 sec): 3 clusters
  Score: Raw -7082304.126732 + Penalty 3574.102364 = -7078730.024369
  nChanged 21
		SP:Iteration 105Q (11444.950000 sec): 3 clusters
  Score: Raw -7082311.601903 + Penalty 3574.102364 = -7078737.499540
  nChanged 16
		SP:Iteration 106Q (11445.060000 sec): 3 clusters
  Score: Raw -7082320.234345 + Penalty 3574.102364 = -7078746.131981
  nChanged 11
		SP:Iteration 107Q (11445.180000 sec): 3 clusters
  Score: Raw -7082324.848481 + Penalty 3574.102364 = -7078750.746118
  nChanged 12
		SP:Iteration 108Q (11445.280000 sec): 3 clusters
  Score: Raw -7082329.885967 + Penalty 3574.102364 = -7078755.783603
  nChanged 11
		SP:Iteration 109Q (11445.400000 sec): 3 clusters
  Score: Raw -7082333.149772 + Penalty 3574.102364 = -7078759.047408
  nChanged 6
		SP:Iteration 110Q (11445.500000 sec): 3 clusters
  Score: Raw -7082334.473569 + Penalty 3574.102364 = -7078760.371205
  nChanged 6
		SP:Iteration 111Q (11445.620000 sec): 3 clusters
  Score: Raw -7082337.213796 + Penalty 3574.102364 = -7078763.111432
  nChanged 7
		SP:Iteration 112Q (11445.720000 sec): 3 clusters
  Score: Raw -7082339.740090 + Penalty 3574.102364 = -7078765.637727
  nChanged 4
		SP:Iteration 113Q (11445.840000 sec): 3 clusters
  Score: Raw -7082340.825231 + Penalty 3574.102364 = -7078766.722868
  nChanged 3
		SP:Iteration 114Q (11445.940000 sec): 3 clusters
  Score: Raw -7082341.684380 + Penalty 3574.102364 = -7078767.582016
  nChanged 5
		SP:Iteration 115Q (11446.060000 sec): 3 clusters
  Score: Raw -7082342.933664 + Penalty 3574.102364 = -7078768.831300
  nChanged 3
		SP:Iteration 116Q (11446.170000 sec): 3 clusters
  Score: Raw -7082343.741833 + Penalty 3574.102364 = -7078769.639469
  nChanged 1
		SP:Iteration 117Q (11446.280000 sec): 3 clusters
  Score: Raw -7082343.929322 + Penalty 3574.102364 = -7078769.826958
  nChanged 1
		SP:Iteration 118Q (11446.390000 sec): 3 clusters
  Score: Raw -7082344.029777 + Penalty 3574.102364 = -7078769.927414
  nChanged 0
		SP:Iteration 119F (11446.540000 sec): 3 clusters
  Score: Raw -7082344.029777 + Penalty 3574.102364 = -7078769.927414
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11446.580000 sec): 2 clusters
  Score: Raw -330345.426043 + Penalty 1293.041315 = -329052.384728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11446.580000 sec): 3 clusters
  Score: Raw -329001.965210 + Penalty 2586.082630 = -326415.882580
  nChanged 1070
		SP:Iteration 1F (11446.590000 sec): 3 clusters
  Score: Raw -329624.785091 + Penalty 2586.082630 = -327038.702461
  nChanged 198
		SP:Iteration 2F (11446.600000 sec): 3 clusters
  Score: Raw -329729.096953 + Penalty 2586.082630 = -327143.014323
  nChanged 123
		SP:Iteration 3Q (11446.610000 sec): 3 clusters
  Score: Raw -329792.716258 + Penalty 2586.082630 = -327206.633627
  nChanged 72
		SP:Iteration 4Q (11446.620000 sec): 3 clusters
  Score: Raw -329823.593682 + Penalty 2586.082630 = -327237.511052
  nChanged 61
		SP:Iteration 5Q (11446.620000 sec): 3 clusters
  Score: Raw -329861.086232 + Penalty 2586.082630 = -327275.003602
  nChanged 67
		SP:Iteration 6Q (11446.630000 sec): 3 clusters
  Score: Raw -329897.561769 + Penalty 2586.082630 = -327311.479139
  nChanged 49
		SP:Iteration 7Q (11446.640000 sec): 3 clusters
  Score: Raw -329926.184376 + Penalty 2586.082630 = -327340.101746
  nChanged 58
		SP:Iteration 8Q (11446.640000 sec): 3 clusters
  Score: Raw -329959.813570 + Penalty 2586.082630 = -327373.730940
  nChanged 59
		SP:Iteration 9Q (11446.650000 sec): 3 clusters
  Score: Raw -329989.872448 + Penalty 2586.082630 = -327403.789818
  nChanged 53
		SP:Iteration 10Q (11446.660000 sec): 3 clusters
  Score: Raw -330011.148767 + Penalty 2586.082630 = -327425.066137
  nChanged 41
		SP:Iteration 11Q (11446.660000 sec): 3 clusters
  Score: Raw -330033.087798 + Penalty 2586.082630 = -327447.005168
  nChanged 45
		SP:Iteration 12Q (11446.670000 sec): 3 clusters
  Score: Raw -330054.588941 + Penalty 2586.082630 = -327468.506311
  nChanged 36
		SP:Iteration 13Q (11446.680000 sec): 3 clusters
  Score: Raw -330073.454565 + Penalty 2586.082630 = -327487.371935
  nChanged 41
		SP:Iteration 14Q (11446.680000 sec): 3 clusters
  Score: Raw -330094.640352 + Penalty 2586.082630 = -327508.557722
  nChanged 35
		SP:Iteration 15Q (11446.690000 sec): 3 clusters
  Score: Raw -330116.610112 + Penalty 2586.082630 = -327530.527481
  nChanged 33
		SP:Iteration 16Q (11446.700000 sec): 3 clusters
  Score: Raw -330134.826516 + Penalty 2586.082630 = -327548.743886
  nChanged 41
		SP:Iteration 17Q (11446.710000 sec): 3 clusters
  Score: Raw -330156.040040 + Penalty 2586.082630 = -327569.957410
  nChanged 36
		SP:Iteration 18Q (11446.720000 sec): 3 clusters
  Score: Raw -330173.372611 + Penalty 2586.082630 = -327587.289981
  nChanged 36
		SP:Iteration 19Q (11446.720000 sec): 3 clusters
  Score: Raw -330193.515309 + Penalty 2586.082630 = -327607.432679
  nChanged 34
		SP:Iteration 20F (11446.730000 sec): 3 clusters
  Score: Raw -330207.831420 + Penalty 2586.082630 = -327621.748790
  nChanged 23
		SP:Iteration 21Q (11446.740000 sec): 3 clusters
  Score: Raw -330218.600704 + Penalty 2586.082630 = -327632.518074
  nChanged 25
		SP:Iteration 22Q (11446.740000 sec): 3 clusters
  Score: Raw -330229.345490 + Penalty 2586.082630 = -327643.262860
  nChanged 20
		SP:Iteration 23Q (11446.750000 sec): 3 clusters
  Score: Raw -330236.925590 + Penalty 2586.082630 = -327650.842960
  nChanged 15
		SP:Iteration 24Q (11446.760000 sec): 3 clusters
  Score: Raw -330242.839292 + Penalty 2586.082630 = -327656.756662
  nChanged 18
		SP:Iteration 25Q (11446.760000 sec): 3 clusters
  Score: Raw -330250.877030 + Penalty 2586.082630 = -327664.794400
  nChanged 14
		SP:Iteration 26Q (11446.770000 sec): 3 clusters
  Score: Raw -330257.956776 + Penalty 2586.082630 = -327671.874146
  nChanged 18
		SP:Iteration 27Q (11446.780000 sec): 3 clusters
  Score: Raw -330264.696922 + Penalty 2586.082630 = -327678.614292
  nChanged 19
		SP:Iteration 28Q (11446.780000 sec): 3 clusters
  Score: Raw -330271.950164 + Penalty 2586.082630 = -327685.867534
  nChanged 11
		SP:Iteration 29Q (11446.790000 sec): 3 clusters
  Score: Raw -330277.203092 + Penalty 2586.082630 = -327691.120462
  nChanged 14
		SP:Iteration 30Q (11446.800000 sec): 3 clusters
  Score: Raw -330282.790588 + Penalty 2586.082630 = -327696.707958
  nChanged 6
		SP:Iteration 31Q (11446.800000 sec): 3 clusters
  Score: Raw -330285.638737 + Penalty 2586.082630 = -327699.556107
  nChanged 5
		SP:Iteration 32Q (11446.810000 sec): 3 clusters
  Score: Raw -330286.942964 + Penalty 2586.082630 = -327700.860334
  nChanged 7
		SP:Iteration 33Q (11446.820000 sec): 3 clusters
  Score: Raw -330290.199924 + Penalty 2586.082630 = -327704.117294
  nChanged 8
		SP:Iteration 34Q (11446.820000 sec): 3 clusters
  Score: Raw -330293.640751 + Penalty 2586.082630 = -327707.558121
  nChanged 9
		SP:Iteration 35Q (11446.830000 sec): 3 clusters
  Score: Raw -330299.085678 + Penalty 2586.082630 = -327713.003048
  nChanged 16
		SP:Iteration 36Q (11446.840000 sec): 3 clusters
  Score: Raw -330307.548019 + Penalty 2586.082630 = -327721.465389
  nChanged 10
		SP:Iteration 37Q (11446.840000 sec): 3 clusters
  Score: Raw -330311.675535 + Penalty 2586.082630 = -327725.592905
  nChanged 11
		SP:Iteration 38Q (11446.850000 sec): 3 clusters
  Score: Raw -330317.598934 + Penalty 2586.082630 = -327731.516304
  nChanged 8
		SP:Iteration 39Q (11446.860000 sec): 3 clusters
  Score: Raw -330321.046229 + Penalty 2586.082630 = -327734.963599
  nChanged 7
		SP:Iteration 40F (11446.860000 sec): 3 clusters
  Score: Raw -330324.953042 + Penalty 2586.082630 = -327738.870412
  nChanged 6
		SP:Iteration 41Q (11446.870000 sec): 3 clusters
  Score: Raw -330328.803508 + Penalty 2586.082630 = -327742.720878
  nChanged 5
		SP:Iteration 42Q (11446.880000 sec): 3 clusters
  Score: Raw -330330.223212 + Penalty 2586.082630 = -327744.140582
  nChanged 2
		SP:Iteration 43Q (11446.880000 sec): 3 clusters
  Score: Raw -330330.731645 + Penalty 2586.082630 = -327744.649015
  nChanged 2
		SP:Iteration 44Q (11446.890000 sec): 3 clusters
  Score: Raw -330331.613777 + Penalty 2586.082630 = -327745.531147
  nChanged 1
		SP:Iteration 45Q (11446.900000 sec): 3 clusters
  Score: Raw -330332.165048 + Penalty 2586.082630 = -327746.082417
  nChanged 1
		SP:Iteration 46Q (11446.900000 sec): 3 clusters
  Score: Raw -330332.591770 + Penalty 2586.082630 = -327746.509139
  nChanged 2
		SP:Iteration 47Q (11446.910000 sec): 3 clusters
  Score: Raw -330333.179531 + Penalty 2586.082630 = -327747.096900
  nChanged 1
		SP:Iteration 48Q (11446.920000 sec): 3 clusters
  Score: Raw -330333.822113 + Penalty 2586.082630 = -327747.739483
  nChanged 3
		SP:Iteration 49Q (11446.920000 sec): 3 clusters
  Score: Raw -330334.571987 + Penalty 2586.082630 = -327748.489357
  nChanged 7
		SP:Iteration 50Q (11446.930000 sec): 3 clusters
  Score: Raw -330338.816413 + Penalty 2586.082630 = -327752.733783
  nChanged 8
		SP:Iteration 51Q (11446.940000 sec): 3 clusters
  Score: Raw -330342.732442 + Penalty 2586.082630 = -327756.649812
  nChanged 6
		SP:Iteration 52Q (11446.940000 sec): 3 clusters
  Score: Raw -330344.416274 + Penalty 2586.082630 = -327758.333644
  nChanged 5
		SP:Iteration 53Q (11446.950000 sec): 3 clusters
  Score: Raw -330347.065586 + Penalty 2586.082630 = -327760.982956
  nChanged 4
		SP:Iteration 54Q (11446.960000 sec): 3 clusters
  Score: Raw -330348.536549 + Penalty 2586.082630 = -327762.453919
  nChanged 4
		SP:Iteration 55Q (11446.960000 sec): 3 clusters
  Score: Raw -330350.290155 + Penalty 2586.082630 = -327764.207525
  nChanged 4
		SP:Iteration 56Q (11446.970000 sec): 3 clusters
  Score: Raw -330352.227752 + Penalty 2586.082630 = -327766.145122
  nChanged 5
		SP:Iteration 57Q (11446.980000 sec): 3 clusters
  Score: Raw -330354.618864 + Penalty 2586.082630 = -327768.536234
  nChanged 4
		SP:Iteration 58Q (11446.980000 sec): 3 clusters
  Score: Raw -330356.652699 + Penalty 2586.082630 = -327770.570069
  nChanged 4
		SP:Iteration 59Q (11446.990000 sec): 3 clusters
  Score: Raw -330358.418497 + Penalty 2586.082630 = -327772.335866
  nChanged 6
		SP:Iteration 60F (11447.000000 sec): 3 clusters
  Score: Raw -330362.695774 + Penalty 2586.082630 = -327776.613144
  nChanged 7
		SP:Iteration 61Q (11447.000000 sec): 3 clusters
  Score: Raw -330367.422573 + Penalty 2586.082630 = -327781.339943
  nChanged 7
		SP:Iteration 62Q (11447.010000 sec): 3 clusters
  Score: Raw -330374.065943 + Penalty 2586.082630 = -327787.983313
  nChanged 11
		SP:Iteration 63Q (11447.020000 sec): 3 clusters
  Score: Raw -330380.771855 + Penalty 2586.082630 = -327794.689225
  nChanged 7
		SP:Iteration 64Q (11447.020000 sec): 3 clusters
  Score: Raw -330384.810492 + Penalty 2586.082630 = -327798.727862
  nChanged 10
		SP:Iteration 65Q (11447.030000 sec): 3 clusters
  Score: Raw -330389.374732 + Penalty 2586.082630 = -327803.292102
  nChanged 10
		SP:Iteration 66Q (11447.040000 sec): 3 clusters
  Score: Raw -330393.797833 + Penalty 2586.082630 = -327807.715203
  nChanged 6
		SP:Iteration 67Q (11447.040000 sec): 3 clusters
  Score: Raw -330398.846027 + Penalty 2586.082630 = -327812.763397
  nChanged 7
		SP:Iteration 68Q (11447.050000 sec): 3 clusters
  Score: Raw -330402.681632 + Penalty 2586.082630 = -327816.599002
  nChanged 9
		SP:Iteration 69Q (11447.060000 sec): 3 clusters
  Score: Raw -330409.560898 + Penalty 2586.082630 = -327823.478268
  nChanged 7
		SP:Iteration 70Q (11447.060000 sec): 3 clusters
  Score: Raw -330414.752142 + Penalty 2586.082630 = -327828.669512
  nChanged 8
		SP:Iteration 71Q (11447.070000 sec): 3 clusters
  Score: Raw -330419.885827 + Penalty 2586.082630 = -327833.803197
  nChanged 7
		SP:Iteration 72Q (11447.080000 sec): 3 clusters
  Score: Raw -330427.110083 + Penalty 2586.082630 = -327841.027452
  nChanged 14
		SP:Iteration 73Q (11447.080000 sec): 3 clusters
  Score: Raw -330436.945822 + Penalty 2586.082630 = -327850.863192
  nChanged 13
		SP:Iteration 74Q (11447.090000 sec): 3 clusters
  Score: Raw -330444.092604 + Penalty 2586.082630 = -327858.009974
  nChanged 6
		SP:Iteration 75Q (11447.100000 sec): 3 clusters
  Score: Raw -330447.466575 + Penalty 2586.082630 = -327861.383945
  nChanged 8
		SP:Iteration 76Q (11447.100000 sec): 3 clusters
  Score: Raw -330450.934949 + Penalty 2586.082630 = -327864.852319
  nChanged 7
		SP:Iteration 77Q (11447.110000 sec): 3 clusters
  Score: Raw -330455.073175 + Penalty 2586.082630 = -327868.990545
  nChanged 4
		SP:Iteration 78Q (11447.110000 sec): 3 clusters
  Score: Raw -330456.683024 + Penalty 2586.082630 = -327870.600393
  nChanged 3
		SP:Iteration 79Q (11447.120000 sec): 3 clusters
  Score: Raw -330457.596119 + Penalty 2586.082630 = -327871.513489
  nChanged 2
		SP:Iteration 80F (11447.130000 sec): 3 clusters
  Score: Raw -330459.031732 + Penalty 2586.082630 = -327872.949102
  nChanged 2
		SP:Iteration 81Q (11447.130000 sec): 3 clusters
  Score: Raw -330460.082034 + Penalty 2586.082630 = -327873.999404
  nChanged 0
		SP:Iteration 82F (11447.140000 sec): 3 clusters
  Score: Raw -330460.082034 + Penalty 2586.082630 = -327873.999404
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11447.180000 sec): 2 clusters
  Score: Raw -1387989.674038 + Penalty 1535.878430 = -1386453.795608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11447.210000 sec): 3 clusters
  Score: Raw -1380648.568117 + Penalty 3071.756860 = -1377576.811257
  nChanged 5701
		SP:Iteration 1F (11447.250000 sec): 3 clusters
  Score: Raw -1383969.722403 + Penalty 3071.756860 = -1380897.965542
  nChanged 926
		SP:Iteration 2F (11447.280000 sec): 3 clusters
  Score: Raw -1384558.155695 + Penalty 3071.756860 = -1381486.398835
  nChanged 868
		SP:Iteration 3F (11447.310000 sec): 3 clusters
  Score: Raw -1385145.016231 + Penalty 3071.756860 = -1382073.259371
  nChanged 849
		SP:Iteration 4F (11447.340000 sec): 3 clusters
  Score: Raw -1385748.592063 + Penalty 3071.756860 = -1382676.835203
  nChanged 772
		SP:Iteration 5F (11447.380000 sec): 3 clusters
  Score: Raw -1386316.347154 + Penalty 3071.756860 = -1383244.590294
  nChanged 692
		SP:Iteration 6F (11447.410000 sec): 3 clusters
  Score: Raw -1386829.933138 + Penalty 3071.756860 = -1383758.176278
  nChanged 575
		SP:Iteration 7Q (11447.440000 sec): 3 clusters
  Score: Raw -1387228.387615 + Penalty 3071.756860 = -1384156.630755
  nChanged 448
		SP:Iteration 8Q (11447.480000 sec): 3 clusters
  Score: Raw -1387515.035134 + Penalty 3071.756860 = -1384443.278274
  nChanged 317
		SP:Iteration 9Q (11447.510000 sec): 3 clusters
  Score: Raw -1387676.693426 + Penalty 3071.756860 = -1384604.936566
  nChanged 257
		SP:Iteration 10Q (11447.540000 sec): 3 clusters
  Score: Raw -1387775.728837 + Penalty 3071.756860 = -1384703.971977
  nChanged 196
		SP:Iteration 11Q (11447.570000 sec): 3 clusters
  Score: Raw -1387844.901007 + Penalty 3071.756860 = -1384773.144147
  nChanged 159
		SP:Iteration 12Q (11447.600000 sec): 3 clusters
  Score: Raw -1387895.925893 + Penalty 3071.756860 = -1384824.169033
  nChanged 139
		SP:Iteration 13Q (11447.630000 sec): 3 clusters
  Score: Raw -1387938.966824 + Penalty 3071.756860 = -1384867.209963
  nChanged 122
		SP:Iteration 14Q (11447.660000 sec): 3 clusters
  Score: Raw -1387975.265041 + Penalty 3071.756860 = -1384903.508181
  nChanged 113
		SP:Iteration 15Q (11447.690000 sec): 3 clusters
  Score: Raw -1388010.792835 + Penalty 3071.756860 = -1384939.035975
  nChanged 114
		SP:Iteration 16Q (11447.720000 sec): 3 clusters
  Score: Raw -1388049.877956 + Penalty 3071.756860 = -1384978.121096
  nChanged 108
		SP:Iteration 17Q (11447.740000 sec): 3 clusters
  Score: Raw -1388084.123695 + Penalty 3071.756860 = -1385012.366835
  nChanged 104
		SP:Iteration 18Q (11447.770000 sec): 3 clusters
  Score: Raw -1388115.707785 + Penalty 3071.756860 = -1385043.950925
  nChanged 98
		SP:Iteration 19Q (11447.800000 sec): 3 clusters
  Score: Raw -1388143.662383 + Penalty 3071.756860 = -1385071.905522
  nChanged 98
		SP:Iteration 20F (11447.840000 sec): 3 clusters
  Score: Raw -1388172.749193 + Penalty 3071.756860 = -1385100.992333
  nChanged 92
		SP:Iteration 21Q (11447.860000 sec): 3 clusters
  Score: Raw -1388201.191760 + Penalty 3071.756860 = -1385129.434899
  nChanged 83
		SP:Iteration 22Q (11447.890000 sec): 3 clusters
  Score: Raw -1388223.482251 + Penalty 3071.756860 = -1385151.725391
  nChanged 66
		SP:Iteration 23Q (11447.920000 sec): 3 clusters
  Score: Raw -1388242.049653 + Penalty 3071.756860 = -1385170.292792
  nChanged 63
		SP:Iteration 24Q (11447.950000 sec): 3 clusters
  Score: Raw -1388259.899042 + Penalty 3071.756860 = -1385188.142182
  nChanged 66
		SP:Iteration 25Q (11447.980000 sec): 3 clusters
  Score: Raw -1388279.464970 + Penalty 3071.756860 = -1385207.708110
  nChanged 66
		SP:Iteration 26Q (11448.000000 sec): 3 clusters
  Score: Raw -1388298.413670 + Penalty 3071.756860 = -1385226.656810
  nChanged 62
		SP:Iteration 27Q (11448.030000 sec): 3 clusters
  Score: Raw -1388313.145239 + Penalty 3071.756860 = -1385241.388378
  nChanged 53
		SP:Iteration 28Q (11448.060000 sec): 3 clusters
  Score: Raw -1388326.572869 + Penalty 3071.756860 = -1385254.816009
  nChanged 48
		SP:Iteration 29Q (11448.090000 sec): 3 clusters
  Score: Raw -1388340.091983 + Penalty 3071.756860 = -1385268.335123
  nChanged 45
		SP:Iteration 30Q (11448.120000 sec): 3 clusters
  Score: Raw -1388354.636263 + Penalty 3071.756860 = -1385282.879403
  nChanged 36
		SP:Iteration 31Q (11448.140000 sec): 3 clusters
  Score: Raw -1388364.542191 + Penalty 3071.756860 = -1385292.785331
  nChanged 31
		SP:Iteration 32Q (11448.170000 sec): 3 clusters
  Score: Raw -1388372.564428 + Penalty 3071.756860 = -1385300.807568
  nChanged 28
		SP:Iteration 33Q (11448.200000 sec): 3 clusters
  Score: Raw -1388380.426601 + Penalty 3071.756860 = -1385308.669740
  nChanged 42
		SP:Iteration 34Q (11448.230000 sec): 3 clusters
  Score: Raw -1388395.490334 + Penalty 3071.756860 = -1385323.733474
  nChanged 50
		SP:Iteration 35Q (11448.250000 sec): 3 clusters
  Score: Raw -1388416.530915 + Penalty 3071.756860 = -1385344.774055
  nChanged 51
		SP:Iteration 36Q (11448.280000 sec): 3 clusters
  Score: Raw -1388436.205781 + Penalty 3071.756860 = -1385364.448921
  nChanged 51
		SP:Iteration 37Q (11448.310000 sec): 3 clusters
  Score: Raw -1388456.948405 + Penalty 3071.756860 = -1385385.191545
  nChanged 58
		SP:Iteration 38Q (11448.330000 sec): 3 clusters
  Score: Raw -1388477.439661 + Penalty 3071.756860 = -1385405.682801
  nChanged 64
		SP:Iteration 39Q (11448.360000 sec): 3 clusters
  Score: Raw -1388506.056234 + Penalty 3071.756860 = -1385434.299374
  nChanged 51
		SP:Iteration 40F (11448.390000 sec): 3 clusters
  Score: Raw -1388531.810516 + Penalty 3071.756860 = -1385460.053656
  nChanged 48
		SP:Iteration 41Q (11448.420000 sec): 3 clusters
  Score: Raw -1388549.989073 + Penalty 3071.756860 = -1385478.232213
  nChanged 43
		SP:Iteration 42Q (11448.440000 sec): 3 clusters
  Score: Raw -1388564.378510 + Penalty 3071.756860 = -1385492.621649
  nChanged 36
		SP:Iteration 43Q (11448.470000 sec): 3 clusters
  Score: Raw -1388577.047634 + Penalty 3071.756860 = -1385505.290774
  nChanged 36
		SP:Iteration 44Q (11448.500000 sec): 3 clusters
  Score: Raw -1388587.243359 + Penalty 3071.756860 = -1385515.486499
  nChanged 38
		SP:Iteration 45Q (11448.520000 sec): 3 clusters
  Score: Raw -1388600.709362 + Penalty 3071.756860 = -1385528.952501
  nChanged 29
		SP:Iteration 46Q (11448.550000 sec): 3 clusters
  Score: Raw -1388616.312452 + Penalty 3071.756860 = -1385544.555592
  nChanged 35
		SP:Iteration 47Q (11448.580000 sec): 3 clusters
  Score: Raw -1388640.124308 + Penalty 3071.756860 = -1385568.367447
  nChanged 42
		SP:Iteration 48Q (11448.600000 sec): 3 clusters
  Score: Raw -1388668.549340 + Penalty 3071.756860 = -1385596.792480
  nChanged 38
		SP:Iteration 49Q (11448.630000 sec): 3 clusters
  Score: Raw -1388686.205258 + Penalty 3071.756860 = -1385614.448398
  nChanged 22
		SP:Iteration 50Q (11448.650000 sec): 3 clusters
  Score: Raw -1388693.520838 + Penalty 3071.756860 = -1385621.763977
  nChanged 15
		SP:Iteration 51Q (11448.680000 sec): 3 clusters
  Score: Raw -1388699.814086 + Penalty 3071.756860 = -1385628.057226
  nChanged 19
		SP:Iteration 52Q (11448.700000 sec): 3 clusters
  Score: Raw -1388706.061683 + Penalty 3071.756860 = -1385634.304823
  nChanged 15
		SP:Iteration 53Q (11448.730000 sec): 3 clusters
  Score: Raw -1388710.494931 + Penalty 3071.756860 = -1385638.738071
  nChanged 10
		SP:Iteration 54Q (11448.760000 sec): 3 clusters
  Score: Raw -1388712.997843 + Penalty 3071.756860 = -1385641.240983
  nChanged 7
		SP:Iteration 55Q (11448.780000 sec): 3 clusters
  Score: Raw -1388714.583972 + Penalty 3071.756860 = -1385642.827111
  nChanged 5
		SP:Iteration 56Q (11448.810000 sec): 3 clusters
  Score: Raw -1388715.984541 + Penalty 3071.756860 = -1385644.227681
  nChanged 5
		SP:Iteration 57Q (11448.830000 sec): 3 clusters
  Score: Raw -1388717.260234 + Penalty 3071.756860 = -1385645.503374
  nChanged 1
		SP:Iteration 58Q (11448.860000 sec): 3 clusters
  Score: Raw -1388717.540520 + Penalty 3071.756860 = -1385645.783660
  nChanged 1
		SP:Iteration 59Q (11448.880000 sec): 3 clusters
  Score: Raw -1388717.915578 + Penalty 3071.756860 = -1385646.158718
  nChanged 2
		SP:Iteration 60F (11448.920000 sec): 3 clusters
  Score: Raw -1388718.488434 + Penalty 3071.756860 = -1385646.731573
  nChanged 2
		SP:Iteration 61Q (11448.940000 sec): 3 clusters
  Score: Raw -1388718.776073 + Penalty 3071.756860 = -1385647.019212
  nChanged 1
		SP:Iteration 62Q (11448.960000 sec): 3 clusters
  Score: Raw -1388718.926280 + Penalty 3071.756860 = -1385647.169420
  nChanged 1
		SP:Iteration 63Q (11448.990000 sec): 3 clusters
  Score: Raw -1388719.283975 + Penalty 3071.756860 = -1385647.527115
  nChanged 2
		SP:Iteration 64Q (11449.020000 sec): 3 clusters
  Score: Raw -1388720.048525 + Penalty 3071.756860 = -1385648.291665
  nChanged 2
		SP:Iteration 65Q (11449.040000 sec): 3 clusters
  Score: Raw -1388721.506696 + Penalty 3071.756860 = -1385649.749836
  nChanged 8
		SP:Iteration 66Q (11449.070000 sec): 3 clusters
  Score: Raw -1388724.651991 + Penalty 3071.756860 = -1385652.895130
  nChanged 8
		SP:Iteration 67Q (11449.100000 sec): 3 clusters
  Score: Raw -1388726.893336 + Penalty 3071.756860 = -1385655.136475
  nChanged 4
		SP:Iteration 68Q (11449.130000 sec): 3 clusters
  Score: Raw -1388728.206818 + Penalty 3071.756860 = -1385656.449958
  nChanged 6
		SP:Iteration 69Q (11449.150000 sec): 3 clusters
  Score: Raw -1388729.807387 + Penalty 3071.756860 = -1385658.050526
  nChanged 5
		SP:Iteration 70Q (11449.180000 sec): 3 clusters
  Score: Raw -1388731.366516 + Penalty 3071.756860 = -1385659.609656
  nChanged 3
		SP:Iteration 71Q (11449.200000 sec): 3 clusters
  Score: Raw -1388732.172853 + Penalty 3071.756860 = -1385660.415993
  nChanged 1
		SP:Iteration 72Q (11449.230000 sec): 3 clusters
  Score: Raw -1388732.636038 + Penalty 3071.756860 = -1385660.879178
  nChanged 2
		SP:Iteration 73Q (11449.260000 sec): 3 clusters
  Score: Raw -1388733.222472 + Penalty 3071.756860 = -1385661.465611
  nChanged 0
		SP:Iteration 74F (11449.290000 sec): 3 clusters
  Score: Raw -1388733.222472 + Penalty 3071.756860 = -1385661.465611
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11449.300000 sec): 2 clusters
  Score: Raw -130497.805466 + Penalty 1162.878704 = -129334.926762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11449.300000 sec): 3 clusters
  Score: Raw -130039.669285 + Penalty 2325.757407 = -127713.911878
  nChanged 422
		SP:Iteration 1F (11449.310000 sec): 3 clusters
  Score: Raw -130393.165735 + Penalty 2325.757407 = -128067.408328
  nChanged 116
		SP:Iteration 2F (11449.310000 sec): 3 clusters
  Score: Raw -130563.612187 + Penalty 2325.757407 = -128237.854780
  nChanged 86
		SP:Iteration 3F (11449.320000 sec): 3 clusters
  Score: Raw -130665.589839 + Penalty 2325.757407 = -128339.832432
  nChanged 54
		SP:Iteration 4Q (11449.320000 sec): 3 clusters
  Score: Raw -130740.483249 + Penalty 2325.757407 = -128414.725842
  nChanged 44
		SP:Iteration 5Q (11449.320000 sec): 3 clusters
  Score: Raw -130782.364856 + Penalty 2325.757407 = -128456.607448
  nChanged 31
		SP:Iteration 6Q (11449.320000 sec): 3 clusters
  Score: Raw -130807.392651 + Penalty 2325.757407 = -128481.635244
  nChanged 26
		SP:Iteration 7Q (11449.330000 sec): 3 clusters
  Score: Raw -130834.854353 + Penalty 2325.757407 = -128509.096946
  nChanged 20
		SP:Iteration 8Q (11449.330000 sec): 3 clusters
  Score: Raw -130855.396745 + Penalty 2325.757407 = -128529.639338
  nChanged 18
		SP:Iteration 9Q (11449.330000 sec): 3 clusters
  Score: Raw -130874.658211 + Penalty 2325.757407 = -128548.900803
  nChanged 18
		SP:Iteration 10Q (11449.340000 sec): 3 clusters
  Score: Raw -130888.676178 + Penalty 2325.757407 = -128562.918771
  nChanged 14
		SP:Iteration 11Q (11449.340000 sec): 3 clusters
  Score: Raw -130904.320956 + Penalty 2325.757407 = -128578.563549
  nChanged 15
		SP:Iteration 12Q (11449.340000 sec): 3 clusters
  Score: Raw -130922.886673 + Penalty 2325.757407 = -128597.129266
  nChanged 18
		SP:Iteration 13Q (11449.340000 sec): 3 clusters
  Score: Raw -130945.407462 + Penalty 2325.757407 = -128619.650055
  nChanged 18
		SP:Iteration 14Q (11449.350000 sec): 3 clusters
  Score: Raw -130965.341581 + Penalty 2325.757407 = -128639.584173
  nChanged 19
		SP:Iteration 15Q (11449.350000 sec): 3 clusters
  Score: Raw -130984.093261 + Penalty 2325.757407 = -128658.335854
  nChanged 15
		SP:Iteration 16Q (11449.350000 sec): 3 clusters
  Score: Raw -131001.731411 + Penalty 2325.757407 = -128675.974004
  nChanged 16
		SP:Iteration 17Q (11449.360000 sec): 3 clusters
  Score: Raw -131018.983927 + Penalty 2325.757407 = -128693.226520
  nChanged 12
		SP:Iteration 18Q (11449.360000 sec): 3 clusters
  Score: Raw -131039.728113 + Penalty 2325.757407 = -128713.970706
  nChanged 11
		SP:Iteration 19Q (11449.360000 sec): 3 clusters
  Score: Raw -131059.469837 + Penalty 2325.757407 = -128733.712430
  nChanged 13
		SP:Iteration 20F (11449.360000 sec): 3 clusters
  Score: Raw -131074.562415 + Penalty 2325.757407 = -128748.805008
  nChanged 16
		SP:Iteration 21Q (11449.370000 sec): 3 clusters
  Score: Raw -131107.712001 + Penalty 2325.757407 = -128781.954593
  nChanged 11
		SP:Iteration 22Q (11449.370000 sec): 3 clusters
  Score: Raw -131128.518537 + Penalty 2325.757407 = -128802.761130
  nChanged 12
		SP:Iteration 23Q (11449.370000 sec): 3 clusters
  Score: Raw -131142.092528 + Penalty 2325.757407 = -128816.335120
  nChanged 7
		SP:Iteration 24Q (11449.380000 sec): 3 clusters
  Score: Raw -131147.687461 + Penalty 2325.757407 = -128821.930054
  nChanged 3
		SP:Iteration 25Q (11449.380000 sec): 3 clusters
  Score: Raw -131149.020575 + Penalty 2325.757407 = -128823.263168
  nChanged 0
		SP:Iteration 26F (11449.380000 sec): 3 clusters
  Score: Raw -131149.020575 + Penalty 2325.757407 = -128823.263168
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11449.390000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11449.390000 sec): 3 clusters
  Score: Raw -69597.360750 + Penalty 2094.342658 = -67503.018092
  nChanged 153
		SP:Iteration 1F (11449.390000 sec): 3 clusters
  Score: Raw -69826.399264 + Penalty 2094.342658 = -67732.056605
  nChanged 48
		SP:Iteration 2F (11449.390000 sec): 3 clusters
  Score: Raw -69922.715761 + Penalty 2094.342658 = -67828.373102
  nChanged 25
		SP:Iteration 3Q (11449.390000 sec): 3 clusters
  Score: Raw -69964.604272 + Penalty 2094.342658 = -67870.261613
  nChanged 15
		SP:Iteration 4Q (11449.400000 sec): 3 clusters
  Score: Raw -69984.664072 + Penalty 2094.342658 = -67890.321413
  nChanged 9
		SP:Iteration 5Q (11449.400000 sec): 3 clusters
  Score: Raw -69995.433835 + Penalty 2094.342658 = -67901.091177
  nChanged 5
		SP:Iteration 6Q (11449.400000 sec): 3 clusters
  Score: Raw -70001.763849 + Penalty 2094.342658 = -67907.421191
  nChanged 2
		SP:Iteration 7Q (11449.400000 sec): 3 clusters
  Score: Raw -70003.180703 + Penalty 2094.342658 = -67908.838045
  nChanged 2
		SP:Iteration 8Q (11449.400000 sec): 3 clusters
  Score: Raw -70005.087258 + Penalty 2094.342658 = -67910.744600
  nChanged 0
		SP:Iteration 9F (11449.400000 sec): 3 clusters
  Score: Raw -70005.087258 + Penalty 2094.342658 = -67910.744600
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11450.820000 sec): 2 clusters
  Score: Raw -58057498.405934 + Penalty 2131.314210 = -58055367.091724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11452.160000 sec): 3 clusters
  Score: Raw -57722460.799843 + Penalty 4262.628420 = -57718198.171423
  nChanged 243877
		SP:Iteration 1F (11453.480000 sec): 3 clusters
  Score: Raw -57877002.540669 + Penalty 4262.628420 = -57872739.912250
  nChanged 24844
		SP:Iteration 2F (11454.800000 sec): 3 clusters
  Score: Raw -57888391.093050 + Penalty 4262.628420 = -57884128.464630
  nChanged 32310
		SP:Iteration 3F (11456.120000 sec): 3 clusters
  Score: Raw -57907621.828132 + Penalty 4262.628420 = -57903359.199712
  nChanged 38129
		SP:Iteration 4F (11457.450000 sec): 3 clusters
  Score: Raw -57934917.061372 + Penalty 4262.628420 = -57930654.432953
  nChanged 39280
		SP:Iteration 5F (11458.770000 sec): 3 clusters
  Score: Raw -57966897.145254 + Penalty 4262.628420 = -57962634.516835
  nChanged 34710
		SP:Iteration 6F (11460.090000 sec): 3 clusters
  Score: Raw -57997190.954339 + Penalty 4262.628420 = -57992928.325920
  nChanged 27265
		SP:Iteration 7F (11461.400000 sec): 3 clusters
  Score: Raw -58021534.933836 + Penalty 4262.628420 = -58017272.305416
  nChanged 18862
		SP:Iteration 8Q (11462.690000 sec): 3 clusters
  Score: Raw -58038704.848856 + Penalty 4262.628420 = -58034442.220437
  nChanged 11505
		SP:Iteration 9Q (11463.880000 sec): 3 clusters
  Score: Raw -58049414.935602 + Penalty 4262.628420 = -58045152.307183
  nChanged 5674
		SP:Iteration 10Q (11464.960000 sec): 3 clusters
  Score: Raw -58054551.528688 + Penalty 4262.628420 = -58050288.900268
  nChanged 2294
		SP:Iteration 11Q (11466.020000 sec): 3 clusters
  Score: Raw -58056506.177342 + Penalty 4262.628420 = -58052243.548923
  nChanged 863
		SP:Iteration 12Q (11467.000000 sec): 3 clusters
  Score: Raw -58057205.547398 + Penalty 4262.628420 = -58052942.918978
  nChanged 316
		SP:Iteration 13Q (11467.970000 sec): 3 clusters
  Score: Raw -58057458.996379 + Penalty 4262.628420 = -58053196.367959
  nChanged 126
		SP:Iteration 14Q (11468.900000 sec): 3 clusters
  Score: Raw -58057570.410121 + Penalty 4262.628420 = -58053307.781701
  nChanged 76
		SP:Iteration 15Q (11469.780000 sec): 3 clusters
  Score: Raw -58057631.994999 + Penalty 4262.628420 = -58053369.366580
  nChanged 44
		SP:Iteration 16Q (11470.680000 sec): 3 clusters
  Score: Raw -58057671.104464 + Penalty 4262.628420 = -58053408.476045
  nChanged 24
		SP:Iteration 17Q (11471.580000 sec): 3 clusters
  Score: Raw -58057696.935910 + Penalty 4262.628420 = -58053434.307490
  nChanged 19
		SP:Iteration 18Q (11472.500000 sec): 3 clusters
  Score: Raw -58057713.691150 + Penalty 4262.628420 = -58053451.062730
  nChanged 12
		SP:Iteration 19Q (11473.420000 sec): 3 clusters
  Score: Raw -58057725.451147 + Penalty 4262.628420 = -58053462.822728
  nChanged 9
		SP:Iteration 20F (11474.700000 sec): 3 clusters
  Score: Raw -58057735.072176 + Penalty 4262.628420 = -58053472.443757
  nChanged 10
		SP:Iteration 21Q (11475.620000 sec): 3 clusters
  Score: Raw -58057744.019616 + Penalty 4262.628420 = -58053481.391196
  nChanged 7
		SP:Iteration 22Q (11476.550000 sec): 3 clusters
  Score: Raw -58057751.876889 + Penalty 4262.628420 = -58053489.248470
  nChanged 4
		SP:Iteration 23Q (11477.460000 sec): 3 clusters
  Score: Raw -58057755.126020 + Penalty 4262.628420 = -58053492.497601
  nChanged 3
		SP:Iteration 24Q (11478.370000 sec): 3 clusters
  Score: Raw -58057756.766377 + Penalty 4262.628420 = -58053494.137957
  nChanged 4
		SP:Iteration 25Q (11479.260000 sec): 3 clusters
  Score: Raw -58057759.643080 + Penalty 4262.628420 = -58053497.014660
  nChanged 2
		SP:Iteration 26Q (11480.190000 sec): 3 clusters
  Score: Raw -58057761.343639 + Penalty 4262.628420 = -58053498.715219
  nChanged 3
		SP:Iteration 27Q (11481.090000 sec): 3 clusters
  Score: Raw -58057763.101642 + Penalty 4262.628420 = -58053500.473223
  nChanged 3
		SP:Iteration 28Q (11481.990000 sec): 3 clusters
  Score: Raw -58057765.639886 + Penalty 4262.628420 = -58053503.011467
  nChanged 5
		SP:Iteration 29Q (11482.860000 sec): 3 clusters
  Score: Raw -58057769.632333 + Penalty 4262.628420 = -58053507.003913
  nChanged 5
		SP:Iteration 30Q (11483.740000 sec): 3 clusters
  Score: Raw -58057773.181532 + Penalty 4262.628420 = -58053510.553113
  nChanged 4
		SP:Iteration 31Q (11484.620000 sec): 3 clusters
  Score: Raw -58057777.085402 + Penalty 4262.628420 = -58053514.456982
  nChanged 3
		SP:Iteration 32Q (11485.500000 sec): 3 clusters
  Score: Raw -58057780.008702 + Penalty 4262.628420 = -58053517.380283
  nChanged 2
		SP:Iteration 33Q (11486.380000 sec): 3 clusters
  Score: Raw -58057782.129158 + Penalty 4262.628420 = -58053519.500739
  nChanged 3
		SP:Iteration 34Q (11487.280000 sec): 3 clusters
  Score: Raw -58057784.164151 + Penalty 4262.628420 = -58053521.535732
  nChanged 1
		SP:Iteration 35Q (11488.160000 sec): 3 clusters
  Score: Raw -58057784.627930 + Penalty 4262.628420 = -58053521.999511
  nChanged 1
		SP:Iteration 36Q (11489.050000 sec): 3 clusters
  Score: Raw -58057785.056022 + Penalty 4262.628420 = -58053522.427602
  nChanged 0
		SP:Iteration 37F (11490.320000 sec): 3 clusters
  Score: Raw -58057785.056022 + Penalty 4262.628420 = -58053522.427602
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11490.570000 sec): 2 clusters
  Score: Raw -827294.024832 + Penalty 1444.512602 = -825849.512230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11490.590000 sec): 3 clusters
  Score: Raw -823347.259071 + Penalty 2889.025204 = -820458.233867
  nChanged 3090
		SP:Iteration 1F (11490.610000 sec): 3 clusters
  Score: Raw -825111.971610 + Penalty 2889.025204 = -822222.946406
  nChanged 587
		SP:Iteration 2F (11490.620000 sec): 3 clusters
  Score: Raw -825562.578280 + Penalty 2889.025204 = -822673.553076
  nChanged 577
		SP:Iteration 3F (11490.650000 sec): 3 clusters
  Score: Raw -826063.629093 + Penalty 2889.025204 = -823174.603889
  nChanged 531
		SP:Iteration 4F (11490.670000 sec): 3 clusters
  Score: Raw -826551.870920 + Penalty 2889.025204 = -823662.845716
  nChanged 497
		SP:Iteration 5F (11490.690000 sec): 3 clusters
  Score: Raw -826951.576631 + Penalty 2889.025204 = -824062.551427
  nChanged 390
		SP:Iteration 6F (11490.700000 sec): 3 clusters
  Score: Raw -827182.496978 + Penalty 2889.025204 = -824293.471774
  nChanged 250
		SP:Iteration 7Q (11490.720000 sec): 3 clusters
  Score: Raw -827287.618981 + Penalty 2889.025204 = -824398.593777
  nChanged 164
		SP:Iteration 8Q (11490.740000 sec): 3 clusters
  Score: Raw -827341.149710 + Penalty 2889.025204 = -824452.124506
  nChanged 115
		SP:Iteration 9Q (11490.820000 sec): 3 clusters
  Score: Raw -827374.536011 + Penalty 2889.025204 = -824485.510807
  nChanged 76
		SP:Iteration 10Q (11490.840000 sec): 3 clusters
  Score: Raw -827394.420667 + Penalty 2889.025204 = -824505.395463
  nChanged 52
		SP:Iteration 11Q (11490.860000 sec): 3 clusters
  Score: Raw -827405.675174 + Penalty 2889.025204 = -824516.649970
  nChanged 34
		SP:Iteration 12Q (11490.880000 sec): 3 clusters
  Score: Raw -827412.366587 + Penalty 2889.025204 = -824523.341383
  nChanged 33
		SP:Iteration 13Q (11490.900000 sec): 3 clusters
  Score: Raw -827419.863221 + Penalty 2889.025204 = -824530.838017
  nChanged 39
		SP:Iteration 14Q (11490.920000 sec): 3 clusters
  Score: Raw -827427.886654 + Penalty 2889.025204 = -824538.861450
  nChanged 24
		SP:Iteration 15Q (11490.940000 sec): 3 clusters
  Score: Raw -827432.664587 + Penalty 2889.025204 = -824543.639383
  nChanged 24
		SP:Iteration 16Q (11490.960000 sec): 3 clusters
  Score: Raw -827436.705323 + Penalty 2889.025204 = -824547.680119
  nChanged 18
		SP:Iteration 17Q (11490.980000 sec): 3 clusters
  Score: Raw -827439.763244 + Penalty 2889.025204 = -824550.738040
  nChanged 22
		SP:Iteration 18Q (11490.990000 sec): 3 clusters
  Score: Raw -827443.777879 + Penalty 2889.025204 = -824554.752675
  nChanged 28
		SP:Iteration 19Q (11491.010000 sec): 3 clusters
  Score: Raw -827448.822534 + Penalty 2889.025204 = -824559.797331
  nChanged 25
		SP:Iteration 20F (11491.030000 sec): 3 clusters
  Score: Raw -827452.201957 + Penalty 2889.025204 = -824563.176753
  nChanged 21
		SP:Iteration 21Q (11491.040000 sec): 3 clusters
  Score: Raw -827455.164030 + Penalty 2889.025204 = -824566.138826
  nChanged 16
		SP:Iteration 22Q (11491.060000 sec): 3 clusters
  Score: Raw -827457.269240 + Penalty 2889.025204 = -824568.244036
  nChanged 9
		SP:Iteration 23Q (11491.080000 sec): 3 clusters
  Score: Raw -827458.849865 + Penalty 2889.025204 = -824569.824661
  nChanged 8
		SP:Iteration 24Q (11491.100000 sec): 3 clusters
  Score: Raw -827460.062329 + Penalty 2889.025204 = -824571.037125
  nChanged 8
		SP:Iteration 25Q (11491.110000 sec): 3 clusters
  Score: Raw -827461.500642 + Penalty 2889.025204 = -824572.475438
  nChanged 11
		SP:Iteration 26Q (11491.130000 sec): 3 clusters
  Score: Raw -827463.134360 + Penalty 2889.025204 = -824574.109156
  nChanged 13
		SP:Iteration 27Q (11491.150000 sec): 3 clusters
  Score: Raw -827464.584317 + Penalty 2889.025204 = -824575.559113
  nChanged 6
		SP:Iteration 28Q (11491.160000 sec): 3 clusters
  Score: Raw -827465.184304 + Penalty 2889.025204 = -824576.159100
  nChanged 3
		SP:Iteration 29Q (11491.180000 sec): 3 clusters
  Score: Raw -827465.491676 + Penalty 2889.025204 = -824576.466472
  nChanged 4
		SP:Iteration 30Q (11491.200000 sec): 3 clusters
  Score: Raw -827465.914779 + Penalty 2889.025204 = -824576.889575
  nChanged 4
		SP:Iteration 31Q (11491.220000 sec): 3 clusters
  Score: Raw -827466.260377 + Penalty 2889.025204 = -824577.235173
  nChanged 2
		SP:Iteration 32Q (11491.230000 sec): 3 clusters
  Score: Raw -827466.521253 + Penalty 2889.025204 = -824577.496049
  nChanged 1
		SP:Iteration 33Q (11491.250000 sec): 3 clusters
  Score: Raw -827466.576158 + Penalty 2889.025204 = -824577.550954
  nChanged 1
		SP:Iteration 34Q (11491.270000 sec): 3 clusters
  Score: Raw -827466.655712 + Penalty 2889.025204 = -824577.630508
  nChanged 0
		SP:Iteration 35F (11491.280000 sec): 3 clusters
  Score: Raw -827466.655712 + Penalty 2889.025204 = -824577.630508
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11491.310000 sec): 2 clusters
  Score: Raw -1065418.048658 + Penalty 1481.372681 = -1063936.675977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11491.330000 sec): 3 clusters
  Score: Raw -1060317.792597 + Penalty 2962.745362 = -1057355.047234
  nChanged 3938
		SP:Iteration 1F (11491.350000 sec): 3 clusters
  Score: Raw -1062572.921529 + Penalty 2962.745362 = -1059610.176166
  nChanged 726
		SP:Iteration 2F (11491.380000 sec): 3 clusters
  Score: Raw -1063122.211470 + Penalty 2962.745362 = -1060159.466108
  nChanged 802
		SP:Iteration 3F (11491.400000 sec): 3 clusters
  Score: Raw -1063871.989370 + Penalty 2962.745362 = -1060909.244008
  nChanged 806
		SP:Iteration 4F (11491.420000 sec): 3 clusters
  Score: Raw -1064589.700249 + Penalty 2962.745362 = -1061626.954886
  nChanged 662
		SP:Iteration 5F (11491.440000 sec): 3 clusters
  Score: Raw -1065080.644335 + Penalty 2962.745362 = -1062117.898973
  nChanged 433
		SP:Iteration 6Q (11491.470000 sec): 3 clusters
  Score: Raw -1065328.535262 + Penalty 2962.745362 = -1062365.789900
  nChanged 262
		SP:Iteration 7Q (11491.490000 sec): 3 clusters
  Score: Raw -1065442.524201 + Penalty 2962.745362 = -1062479.778839
  nChanged 159
		SP:Iteration 8Q (11491.510000 sec): 3 clusters
  Score: Raw -1065501.896083 + Penalty 2962.745362 = -1062539.150720
  nChanged 121
		SP:Iteration 9Q (11491.530000 sec): 3 clusters
  Score: Raw -1065550.677100 + Penalty 2962.745362 = -1062587.931738
  nChanged 99
		SP:Iteration 10Q (11491.560000 sec): 3 clusters
  Score: Raw -1065581.656462 + Penalty 2962.745362 = -1062618.911099
  nChanged 78
		SP:Iteration 11Q (11491.580000 sec): 3 clusters
  Score: Raw -1065604.949726 + Penalty 2962.745362 = -1062642.204364
  nChanged 61
		SP:Iteration 12Q (11491.600000 sec): 3 clusters
  Score: Raw -1065623.037066 + Penalty 2962.745362 = -1062660.291703
  nChanged 50
		SP:Iteration 13Q (11491.620000 sec): 3 clusters
  Score: Raw -1065635.220441 + Penalty 2962.745362 = -1062672.475079
  nChanged 50
		SP:Iteration 14Q (11491.640000 sec): 3 clusters
  Score: Raw -1065647.484680 + Penalty 2962.745362 = -1062684.739318
  nChanged 28
		SP:Iteration 15Q (11491.660000 sec): 3 clusters
  Score: Raw -1065653.346506 + Penalty 2962.745362 = -1062690.601144
  nChanged 24
		SP:Iteration 16Q (11491.690000 sec): 3 clusters
  Score: Raw -1065657.443076 + Penalty 2962.745362 = -1062694.697713
  nChanged 16
		SP:Iteration 17Q (11491.710000 sec): 3 clusters
  Score: Raw -1065660.979375 + Penalty 2962.745362 = -1062698.234012
  nChanged 14
		SP:Iteration 18Q (11491.740000 sec): 3 clusters
  Score: Raw -1065663.980996 + Penalty 2962.745362 = -1062701.235633
  nChanged 16
		SP:Iteration 19Q (11491.760000 sec): 3 clusters
  Score: Raw -1065667.252680 + Penalty 2962.745362 = -1062704.507318
  nChanged 17
		SP:Iteration 20F (11491.780000 sec): 3 clusters
  Score: Raw -1065670.417200 + Penalty 2962.745362 = -1062707.671838
  nChanged 12
		SP:Iteration 21Q (11491.800000 sec): 3 clusters
  Score: Raw -1065672.615517 + Penalty 2962.745362 = -1062709.870155
  nChanged 9
		SP:Iteration 22Q (11491.820000 sec): 3 clusters
  Score: Raw -1065674.682717 + Penalty 2962.745362 = -1062711.937354
  nChanged 7
		SP:Iteration 23Q (11491.840000 sec): 3 clusters
  Score: Raw -1065676.073194 + Penalty 2962.745362 = -1062713.327832
  nChanged 2
		SP:Iteration 24Q (11491.870000 sec): 3 clusters
  Score: Raw -1065676.649577 + Penalty 2962.745362 = -1062713.904214
  nChanged 4
		SP:Iteration 25Q (11491.890000 sec): 3 clusters
  Score: Raw -1065677.311993 + Penalty 2962.745362 = -1062714.566631
  nChanged 3
		SP:Iteration 26Q (11491.910000 sec): 3 clusters
  Score: Raw -1065677.999841 + Penalty 2962.745362 = -1062715.254479
  nChanged 3
		SP:Iteration 27Q (11491.930000 sec): 3 clusters
  Score: Raw -1065678.775261 + Penalty 2962.745362 = -1062716.029899
  nChanged 3
		SP:Iteration 28Q (11491.960000 sec): 3 clusters
  Score: Raw -1065679.280957 + Penalty 2962.745362 = -1062716.535595
  nChanged 3
		SP:Iteration 29Q (11491.980000 sec): 3 clusters
  Score: Raw -1065679.677057 + Penalty 2962.745362 = -1062716.931694
  nChanged 2
		SP:Iteration 30Q (11492.000000 sec): 3 clusters
  Score: Raw -1065679.976368 + Penalty 2962.745362 = -1062717.231006
  nChanged 2
		SP:Iteration 31Q (11492.020000 sec): 3 clusters
  Score: Raw -1065680.427545 + Penalty 2962.745362 = -1062717.682182
  nChanged 4
		SP:Iteration 32Q (11492.040000 sec): 3 clusters
  Score: Raw -1065680.991386 + Penalty 2962.745362 = -1062718.246024
  nChanged 1
		SP:Iteration 33Q (11492.060000 sec): 3 clusters
  Score: Raw -1065681.138903 + Penalty 2962.745362 = -1062718.393540
  nChanged 1
		SP:Iteration 34Q (11492.090000 sec): 3 clusters
  Score: Raw -1065681.331640 + Penalty 2962.745362 = -1062718.586277
  nChanged 2
		SP:Iteration 35Q (11492.110000 sec): 3 clusters
  Score: Raw -1065681.821910 + Penalty 2962.745362 = -1062719.076548
  nChanged 3
		SP:Iteration 36Q (11492.130000 sec): 3 clusters
  Score: Raw -1065682.647287 + Penalty 2962.745362 = -1062719.901924
  nChanged 4
		SP:Iteration 37Q (11492.160000 sec): 3 clusters
  Score: Raw -1065683.272158 + Penalty 2962.745362 = -1062720.526795
  nChanged 0
		SP:Iteration 38F (11492.180000 sec): 3 clusters
  Score: Raw -1065683.272158 + Penalty 2962.745362 = -1062720.526795
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11492.190000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11492.190000 sec): 3 clusters
  Score: Raw -14299.594038 + Penalty 1574.360803 = -12725.233235
  nChanged 6
		SP:Iteration 1Q (11492.190000 sec): 3 clusters
  Score: Raw -14335.973149 + Penalty 1574.360803 = -12761.612345
  nChanged 1
		SP:Iteration 2Q (11492.190000 sec): 3 clusters
  Score: Raw -14338.512896 + Penalty 1574.360803 = -12764.152093
  nChanged 0
		SP:Iteration 3F (11492.190000 sec): 3 clusters
  Score: Raw -14338.512896 + Penalty 1574.360803 = -12764.152093
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11492.200000 sec): 2 clusters
  Score: Raw -83355.230651 + Penalty 1072.036177 = -82283.194474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11492.200000 sec): 3 clusters
  Score: Raw -83172.037645 + Penalty 2144.072353 = -81027.965292
  nChanged 182
		SP:Iteration 1F (11492.200000 sec): 3 clusters
  Score: Raw -83353.314236 + Penalty 2144.072353 = -81209.241883
  nChanged 43
		SP:Iteration 2F (11492.200000 sec): 3 clusters
  Score: Raw -83400.566217 + Penalty 2144.072353 = -81256.493864
  nChanged 16
		SP:Iteration 3Q (11492.200000 sec): 3 clusters
  Score: Raw -83419.870636 + Penalty 2144.072353 = -81275.798283
  nChanged 14
		SP:Iteration 4Q (11492.200000 sec): 3 clusters
  Score: Raw -83436.965564 + Penalty 2144.072353 = -81292.893211
  nChanged 15
		SP:Iteration 5Q (11492.210000 sec): 3 clusters
  Score: Raw -83456.092009 + Penalty 2144.072353 = -81312.019656
  nChanged 15
		SP:Iteration 6Q (11492.210000 sec): 3 clusters
  Score: Raw -83474.475739 + Penalty 2144.072353 = -81330.403386
  nChanged 20
		SP:Iteration 7Q (11492.210000 sec): 3 clusters
  Score: Raw -83499.407599 + Penalty 2144.072353 = -81355.335246
  nChanged 15
		SP:Iteration 8Q (11492.210000 sec): 3 clusters
  Score: Raw -83519.933453 + Penalty 2144.072353 = -81375.861100
  nChanged 8
		SP:Iteration 9Q (11492.220000 sec): 3 clusters
  Score: Raw -83525.139754 + Penalty 2144.072353 = -81381.067401
  nChanged 4
		SP:Iteration 10Q (11492.220000 sec): 3 clusters
  Score: Raw -83527.704705 + Penalty 2144.072353 = -81383.632352
  nChanged 4
		SP:Iteration 11Q (11492.220000 sec): 3 clusters
  Score: Raw -83535.047051 + Penalty 2144.072353 = -81390.974698
  nChanged 5
		SP:Iteration 12Q (11492.220000 sec): 3 clusters
  Score: Raw -83539.798719 + Penalty 2144.072353 = -81395.726366
  nChanged 5
		SP:Iteration 13Q (11492.220000 sec): 3 clusters
  Score: Raw -83545.342062 + Penalty 2144.072353 = -81401.269709
  nChanged 1
		SP:Iteration 14Q (11492.220000 sec): 3 clusters
  Score: Raw -83546.514461 + Penalty 2144.072353 = -81402.442108
  nChanged 1
		SP:Iteration 15Q (11492.230000 sec): 3 clusters
  Score: Raw -83548.001416 + Penalty 2144.072353 = -81403.929062
  nChanged 0
		SP:Iteration 16F (11492.230000 sec): 3 clusters
  Score: Raw -83548.001416 + Penalty 2144.072353 = -81403.929062
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11492.270000 sec): 2 clusters
  Score: Raw -390743.341826 + Penalty 1334.850589 = -389408.491237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11492.270000 sec): 3 clusters
  Score: Raw -388985.179628 + Penalty 2669.701177 = -386315.478451
  nChanged 1440
		SP:Iteration 1F (11492.280000 sec): 3 clusters
  Score: Raw -389862.966027 + Penalty 2669.701177 = -387193.264850
  nChanged 319
		SP:Iteration 2F (11492.290000 sec): 3 clusters
  Score: Raw -390169.086706 + Penalty 2669.701177 = -387499.385529
  nChanged 273
		SP:Iteration 3F (11492.310000 sec): 3 clusters
  Score: Raw -390455.320097 + Penalty 2669.701177 = -387785.618920
  nChanged 239
		SP:Iteration 4F (11492.320000 sec): 3 clusters
  Score: Raw -390724.614218 + Penalty 2669.701177 = -388054.913041
  nChanged 206
		SP:Iteration 5F (11492.330000 sec): 3 clusters
  Score: Raw -390927.448142 + Penalty 2669.701177 = -388257.746965
  nChanged 189
		SP:Iteration 6F (11492.340000 sec): 3 clusters
  Score: Raw -391090.850615 + Penalty 2669.701177 = -388421.149438
  nChanged 147
		SP:Iteration 7Q (11492.350000 sec): 3 clusters
  Score: Raw -391209.437421 + Penalty 2669.701177 = -388539.736244
  nChanged 108
		SP:Iteration 8Q (11492.350000 sec): 3 clusters
  Score: Raw -391283.422652 + Penalty 2669.701177 = -388613.721474
  nChanged 76
		SP:Iteration 9Q (11492.360000 sec): 3 clusters
  Score: Raw -391332.504231 + Penalty 2669.701177 = -388662.803054
  nChanged 55
		SP:Iteration 10Q (11492.370000 sec): 3 clusters
  Score: Raw -391362.675064 + Penalty 2669.701177 = -388692.973886
  nChanged 38
		SP:Iteration 11Q (11492.380000 sec): 3 clusters
  Score: Raw -391380.205326 + Penalty 2669.701177 = -388710.504149
  nChanged 32
		SP:Iteration 12Q (11492.390000 sec): 3 clusters
  Score: Raw -391395.205724 + Penalty 2669.701177 = -388725.504547
  nChanged 24
		SP:Iteration 13Q (11492.390000 sec): 3 clusters
  Score: Raw -391407.655895 + Penalty 2669.701177 = -388737.954718
  nChanged 12
		SP:Iteration 14Q (11492.400000 sec): 3 clusters
  Score: Raw -391413.079903 + Penalty 2669.701177 = -388743.378725
  nChanged 10
		SP:Iteration 15Q (11492.410000 sec): 3 clusters
  Score: Raw -391417.068327 + Penalty 2669.701177 = -388747.367150
  nChanged 11
		SP:Iteration 16Q (11492.420000 sec): 3 clusters
  Score: Raw -391420.927366 + Penalty 2669.701177 = -388751.226189
  nChanged 8
		SP:Iteration 17Q (11492.430000 sec): 3 clusters
  Score: Raw -391423.577526 + Penalty 2669.701177 = -388753.876349
  nChanged 8
		SP:Iteration 18Q (11492.430000 sec): 3 clusters
  Score: Raw -391426.005547 + Penalty 2669.701177 = -388756.304369
  nChanged 5
		SP:Iteration 19Q (11492.440000 sec): 3 clusters
  Score: Raw -391428.128655 + Penalty 2669.701177 = -388758.427478
  nChanged 11
		SP:Iteration 20F (11492.450000 sec): 3 clusters
  Score: Raw -391431.163572 + Penalty 2669.701177 = -388761.462395
  nChanged 9
		SP:Iteration 21Q (11492.460000 sec): 3 clusters
  Score: Raw -391434.739704 + Penalty 2669.701177 = -388765.038527
  nChanged 5
		SP:Iteration 22Q (11492.470000 sec): 3 clusters
  Score: Raw -391437.187267 + Penalty 2669.701177 = -388767.486090
  nChanged 5
		SP:Iteration 23Q (11492.470000 sec): 3 clusters
  Score: Raw -391439.315284 + Penalty 2669.701177 = -388769.614107
  nChanged 7
		SP:Iteration 24Q (11492.480000 sec): 3 clusters
  Score: Raw -391440.975791 + Penalty 2669.701177 = -388771.274613
  nChanged 0
		SP:Iteration 25F (11492.490000 sec): 3 clusters
  Score: Raw -391440.975791 + Penalty 2669.701177 = -388771.274613
  nChanged 0
Iteration 259Q (11502.490000 sec): 77 clusters
  Score: Raw -155809914.576368 + Penalty 174607.946467 = -155635306.629901
  nChanged 124
Iteration 260F (11591.950000 sec): 77 clusters
  Score: Raw -155809923.251591 + Penalty 174607.946467 = -155635315.305124
  nChanged 112
Iteration 261Q (11602.240000 sec): 77 clusters
  Score: Raw -155809929.688621 + Penalty 174607.946467 = -155635321.742154
  nChanged 88
Iteration 262Q (11612.560000 sec): 77 clusters
  Score: Raw -155809935.357665 + Penalty 174607.946467 = -155635327.411198
  nChanged 75
Iteration 263Q (11622.900000 sec): 77 clusters
  Score: Raw -155809939.820918 + Penalty 174607.946467 = -155635331.874451
  nChanged 72
Iteration 264Q (11633.250000 sec): 77 clusters
  Score: Raw -155809943.412817 + Penalty 174607.946467 = -155635335.466350
  nChanged 54
Iteration 265Q (11643.660000 sec): 77 clusters
  Score: Raw -155809946.493012 + Penalty 174607.946467 = -155635338.546545
  nChanged 41
Iteration 266Q (11654.020000 sec): 77 clusters
  Score: Raw -155809949.845477 + Penalty 174607.946467 = -155635341.899009
  nChanged 40
Iteration 267Q (11664.360000 sec): 77 clusters
  Score: Raw -155809951.523607 + Penalty 174607.946467 = -155635343.577140
  nChanged 41
Iteration 268Q (11674.730000 sec): 77 clusters
  Score: Raw -155809952.564420 + Penalty 174607.946467 = -155635344.617953
  nChanged 33
Iteration 269Q (11685.390000 sec): 77 clusters
  Score: Raw -155809953.385817 + Penalty 174607.946467 = -155635345.439350
  nChanged 27
Iteration 270Q (11695.980000 sec): 77 clusters
  Score: Raw -155809953.886927 + Penalty 174607.946467 = -155635345.940460
  nChanged 15
Iteration 271Q (11706.660000 sec): 77 clusters
  Score: Raw -155809954.125183 + Penalty 174607.946467 = -155635346.178716
  nChanged 9
Iteration 272Q (11717.540000 sec): 77 clusters
  Score: Raw -155809954.314701 + Penalty 174607.946467 = -155635346.368233
  nChanged 12
Iteration 273Q (11728.310000 sec): 77 clusters
  Score: Raw -155809954.694989 + Penalty 174607.946467 = -155635346.748522
  nChanged 11
Iteration 274Q (11739.140000 sec): 77 clusters
  Score: Raw -155809955.160730 + Penalty 174607.946467 = -155635347.214263
  nChanged 17
Iteration 275Q (11749.880000 sec): 77 clusters
  Score: Raw -155809956.015783 + Penalty 174607.946467 = -155635348.069315
  nChanged 16
Iteration 276Q (11760.700000 sec): 77 clusters
  Score: Raw -155809956.909723 + Penalty 174607.946467 = -155635348.963256
  nChanged 19
Iteration 277Q (11771.430000 sec): 77 clusters
  Score: Raw -155809957.930219 + Penalty 174607.946467 = -155635349.983752
  nChanged 18
Iteration 278Q (11782.090000 sec): 77 clusters
  Score: Raw -155809958.646450 + Penalty 174607.946467 = -155635350.699983
  nChanged 13
Iteration 279Q (11792.820000 sec): 77 clusters
  Score: Raw -155809959.065610 + Penalty 174607.946467 = -155635351.119143
  nChanged 13
Iteration 280F (11885.400000 sec): 77 clusters
  Score: Raw -155809959.545671 + Penalty 174607.946467 = -155635351.599204
  nChanged 9
Iteration 281Q (11896.150000 sec): 77 clusters
  Score: Raw -155809959.932931 + Penalty 174607.946467 = -155635351.986464
  nChanged 15
Iteration 282Q (11906.970000 sec): 77 clusters
  Score: Raw -155809960.463883 + Penalty 174607.946467 = -155635352.517416
  nChanged 8
Iteration 283Q (11917.740000 sec): 77 clusters
  Score: Raw -155809960.784129 + Penalty 174607.946467 = -155635352.837662
  nChanged 5
Iteration 284Q (11928.530000 sec): 77 clusters
  Score: Raw -155809960.964821 + Penalty 174607.946467 = -155635353.018354
  nChanged 3
Iteration 285Q (11939.360000 sec): 77 clusters
  Score: Raw -155809961.072144 + Penalty 174607.946467 = -155635353.125677
  nChanged 2
Iteration 286Q (11950.120000 sec): 77 clusters
  Score: Raw -155809961.143869 + Penalty 174607.946467 = -155635353.197402
  nChanged 1
Iteration 287Q (11960.910000 sec): 77 clusters
  Score: Raw -155809961.154333 + Penalty 174607.946467 = -155635353.207866
  nChanged 0
Iteration 288F (12053.900000 sec): 77 clusters
  Score: Raw -155809961.154333 + Penalty 174607.946467 = -155635353.207866
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155809961.154333 + Penalty 174607.946467 = -155635353.207866
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (61572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12054.300000 sec): 2 clusters
  Score: Raw -7146428.756556 + Penalty 1792.043906 = -7144636.712650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12054.460000 sec): 3 clusters
  Score: Raw -7107363.095464 + Penalty 3584.087813 = -7103779.007652
  nChanged 28920
		SP:Iteration 1F (12054.630000 sec): 3 clusters
  Score: Raw -7123909.734379 + Penalty 3584.087813 = -7120325.646566
  nChanged 2449
		SP:Iteration 2Q (12054.800000 sec): 3 clusters
  Score: Raw -7124586.508566 + Penalty 3584.087813 = -7121002.420754
  nChanged 2332
		SP:Iteration 3Q (12054.970000 sec): 3 clusters
  Score: Raw -7125241.216223 + Penalty 3584.087813 = -7121657.128410
  nChanged 2293
		SP:Iteration 4Q (12055.140000 sec): 3 clusters
  Score: Raw -7125932.793518 + Penalty 3584.087813 = -7122348.705705
  nChanged 2335
		SP:Iteration 5Q (12055.320000 sec): 3 clusters
  Score: Raw -7126730.931958 + Penalty 3584.087813 = -7123146.844145
  nChanged 2419
		SP:Iteration 6Q (12055.490000 sec): 3 clusters
  Score: Raw -7127626.266368 + Penalty 3584.087813 = -7124042.178556
  nChanged 2569
		SP:Iteration 7Q (12055.660000 sec): 3 clusters
  Score: Raw -7128622.332253 + Penalty 3584.087813 = -7125038.244441
  nChanged 2640
		SP:Iteration 8Q (12055.830000 sec): 3 clusters
  Score: Raw -7129797.126485 + Penalty 3584.087813 = -7126213.038672
  nChanged 2793
		SP:Iteration 9Q (12056.000000 sec): 3 clusters
  Score: Raw -7131272.197815 + Penalty 3584.087813 = -7127688.110002
  nChanged 3021
		SP:Iteration 10Q (12056.170000 sec): 3 clusters
  Score: Raw -7133074.675184 + Penalty 3584.087813 = -7129490.587372
  nChanged 2958
		SP:Iteration 11Q (12056.340000 sec): 3 clusters
  Score: Raw -7134888.077098 + Penalty 3584.087813 = -7131303.989285
  nChanged 2709
		SP:Iteration 12Q (12056.500000 sec): 3 clusters
  Score: Raw -7136324.428021 + Penalty 3584.087813 = -7132740.340209
  nChanged 2067
		SP:Iteration 13Q (12056.660000 sec): 3 clusters
  Score: Raw -7137166.069434 + Penalty 3584.087813 = -7133581.981622
  nChanged 1428
		SP:Iteration 14Q (12056.830000 sec): 3 clusters
  Score: Raw -7137658.109336 + Penalty 3584.087813 = -7134074.021523
  nChanged 1120
		SP:Iteration 15Q (12056.990000 sec): 3 clusters
  Score: Raw -7138029.196803 + Penalty 3584.087813 = -7134445.108991
  nChanged 1003
		SP:Iteration 16Q (12057.140000 sec): 3 clusters
  Score: Raw -7138372.569741 + Penalty 3584.087813 = -7134788.481928
  nChanged 954
		SP:Iteration 17Q (12057.300000 sec): 3 clusters
  Score: Raw -7138717.479667 + Penalty 3584.087813 = -7135133.391854
  nChanged 944
		SP:Iteration 18Q (12057.460000 sec): 3 clusters
  Score: Raw -7139074.970631 + Penalty 3584.087813 = -7135490.882818
  nChanged 981
		SP:Iteration 19Q (12057.600000 sec): 3 clusters
  Score: Raw -7139463.757474 + Penalty 3584.087813 = -7135879.669661
  nChanged 976
		SP:Iteration 20F (12057.770000 sec): 3 clusters
  Score: Raw -7139875.146196 + Penalty 3584.087813 = -7136291.058383
  nChanged 968
		SP:Iteration 21Q (12057.920000 sec): 3 clusters
  Score: Raw -7140301.426867 + Penalty 3584.087813 = -7136717.339055
  nChanged 905
		SP:Iteration 22Q (12058.070000 sec): 3 clusters
  Score: Raw -7140718.046632 + Penalty 3584.087813 = -7137133.958819
  nChanged 931
		SP:Iteration 23Q (12058.220000 sec): 3 clusters
  Score: Raw -7141167.614837 + Penalty 3584.087813 = -7137583.527024
  nChanged 871
		SP:Iteration 24Q (12058.360000 sec): 3 clusters
  Score: Raw -7141616.929483 + Penalty 3584.087813 = -7138032.841670
  nChanged 847
		SP:Iteration 25Q (12058.500000 sec): 3 clusters
  Score: Raw -7142096.487877 + Penalty 3584.087813 = -7138512.400064
  nChanged 782
		SP:Iteration 26Q (12058.640000 sec): 3 clusters
  Score: Raw -7142526.772815 + Penalty 3584.087813 = -7138942.685003
  nChanged 752
		SP:Iteration 27Q (12058.780000 sec): 3 clusters
  Score: Raw -7142921.223043 + Penalty 3584.087813 = -7139337.135230
  nChanged 707
		SP:Iteration 28Q (12058.920000 sec): 3 clusters
  Score: Raw -7143279.306573 + Penalty 3584.087813 = -7139695.218760
  nChanged 662
		SP:Iteration 29Q (12059.060000 sec): 3 clusters
  Score: Raw -7143598.533568 + Penalty 3584.087813 = -7140014.445755
  nChanged 615
		SP:Iteration 30Q (12059.190000 sec): 3 clusters
  Score: Raw -7143894.487512 + Penalty 3584.087813 = -7140310.399699
  nChanged 532
		SP:Iteration 31Q (12059.320000 sec): 3 clusters
  Score: Raw -7144113.809489 + Penalty 3584.087813 = -7140529.721676
  nChanged 511
		SP:Iteration 32Q (12059.450000 sec): 3 clusters
  Score: Raw -7144300.869292 + Penalty 3584.087813 = -7140716.781479
  nChanged 468
		SP:Iteration 33Q (12059.580000 sec): 3 clusters
  Score: Raw -7144455.230079 + Penalty 3584.087813 = -7140871.142266
  nChanged 377
		SP:Iteration 34Q (12059.710000 sec): 3 clusters
  Score: Raw -7144566.052283 + Penalty 3584.087813 = -7140981.964470
  nChanged 369
		SP:Iteration 35Q (12059.840000 sec): 3 clusters
  Score: Raw -7144675.344792 + Penalty 3584.087813 = -7141091.256980
  nChanged 352
		SP:Iteration 36Q (12059.970000 sec): 3 clusters
  Score: Raw -7144782.938488 + Penalty 3584.087813 = -7141198.850675
  nChanged 357
		SP:Iteration 37Q (12060.100000 sec): 3 clusters
  Score: Raw -7144888.288620 + Penalty 3584.087813 = -7141304.200807
  nChanged 334
		SP:Iteration 38Q (12060.220000 sec): 3 clusters
  Score: Raw -7144988.824789 + Penalty 3584.087813 = -7141404.736976
  nChanged 336
		SP:Iteration 39Q (12060.340000 sec): 3 clusters
  Score: Raw -7145093.910409 + Penalty 3584.087813 = -7141509.822597
  nChanged 361
		SP:Iteration 40F (12060.510000 sec): 3 clusters
  Score: Raw -7145214.907871 + Penalty 3584.087813 = -7141630.820059
  nChanged 368
		SP:Iteration 41Q (12060.630000 sec): 3 clusters
  Score: Raw -7145345.702904 + Penalty 3584.087813 = -7141761.615092
  nChanged 361
		SP:Iteration 42Q (12060.750000 sec): 3 clusters
  Score: Raw -7145479.828085 + Penalty 3584.087813 = -7141895.740272
  nChanged 371
		SP:Iteration 43Q (12060.880000 sec): 3 clusters
  Score: Raw -7145626.949476 + Penalty 3584.087813 = -7142042.861664
  nChanged 351
		SP:Iteration 44Q (12061.000000 sec): 3 clusters
  Score: Raw -7145767.054363 + Penalty 3584.087813 = -7142182.966550
  nChanged 303
		SP:Iteration 45Q (12061.120000 sec): 3 clusters
  Score: Raw -7145887.325524 + Penalty 3584.087813 = -7142303.237711
  nChanged 281
		SP:Iteration 46Q (12061.240000 sec): 3 clusters
  Score: Raw -7146005.249091 + Penalty 3584.087813 = -7142421.161278
  nChanged 262
		SP:Iteration 47Q (12061.360000 sec): 3 clusters
  Score: Raw -7146121.575233 + Penalty 3584.087813 = -7142537.487420
  nChanged 229
		SP:Iteration 48Q (12061.480000 sec): 3 clusters
  Score: Raw -7146213.144908 + Penalty 3584.087813 = -7142629.057095
  nChanged 209
		SP:Iteration 49Q (12061.600000 sec): 3 clusters
  Score: Raw -7146298.295709 + Penalty 3584.087813 = -7142714.207896
  nChanged 170
		SP:Iteration 50Q (12061.720000 sec): 3 clusters
  Score: Raw -7146368.690026 + Penalty 3584.087813 = -7142784.602213
  nChanged 155
		SP:Iteration 51Q (12061.840000 sec): 3 clusters
  Score: Raw -7146428.598588 + Penalty 3584.087813 = -7142844.510775
  nChanged 122
		SP:Iteration 52Q (12061.960000 sec): 3 clusters
  Score: Raw -7146478.766707 + Penalty 3584.087813 = -7142894.678894
  nChanged 96
		SP:Iteration 53Q (12062.080000 sec): 3 clusters
  Score: Raw -7146520.176964 + Penalty 3584.087813 = -7142936.089151
  nChanged 75
		SP:Iteration 54Q (12062.200000 sec): 3 clusters
  Score: Raw -7146552.232759 + Penalty 3584.087813 = -7142968.144946
  nChanged 79
		SP:Iteration 55Q (12062.320000 sec): 3 clusters
  Score: Raw -7146588.890828 + Penalty 3584.087813 = -7143004.803015
  nChanged 61
		SP:Iteration 56Q (12062.430000 sec): 3 clusters
  Score: Raw -7146616.699090 + Penalty 3584.087813 = -7143032.611277
  nChanged 51
		SP:Iteration 57Q (12062.550000 sec): 3 clusters
  Score: Raw -7146636.065148 + Penalty 3584.087813 = -7143051.977335
  nChanged 39
		SP:Iteration 58Q (12062.660000 sec): 3 clusters
  Score: Raw -7146648.758014 + Penalty 3584.087813 = -7143064.670202
  nChanged 33
		SP:Iteration 59Q (12062.780000 sec): 3 clusters
  Score: Raw -7146664.469406 + Penalty 3584.087813 = -7143080.381593
  nChanged 32
		SP:Iteration 60F (12062.940000 sec): 3 clusters
  Score: Raw -7146678.778560 + Penalty 3584.087813 = -7143094.690747
  nChanged 35
		SP:Iteration 61Q (12063.060000 sec): 3 clusters
  Score: Raw -7146691.393919 + Penalty 3584.087813 = -7143107.306106
  nChanged 27
		SP:Iteration 62Q (12063.180000 sec): 3 clusters
  Score: Raw -7146700.850601 + Penalty 3584.087813 = -7143116.762788
  nChanged 16
		SP:Iteration 63Q (12063.290000 sec): 3 clusters
  Score: Raw -7146704.433613 + Penalty 3584.087813 = -7143120.345801
  nChanged 8
		SP:Iteration 64Q (12063.410000 sec): 3 clusters
  Score: Raw -7146706.911872 + Penalty 3584.087813 = -7143122.824059
  nChanged 7
		SP:Iteration 65Q (12063.520000 sec): 3 clusters
  Score: Raw -7146709.382186 + Penalty 3584.087813 = -7143125.294373
  nChanged 8
		SP:Iteration 66Q (12063.640000 sec): 3 clusters
  Score: Raw -7146712.396294 + Penalty 3584.087813 = -7143128.308482
  nChanged 10
		SP:Iteration 67Q (12063.760000 sec): 3 clusters
  Score: Raw -7146716.235528 + Penalty 3584.087813 = -7143132.147715
  nChanged 11
		SP:Iteration 68Q (12063.880000 sec): 3 clusters
  Score: Raw -7146719.950766 + Penalty 3584.087813 = -7143135.862953
  nChanged 10
		SP:Iteration 69Q (12063.990000 sec): 3 clusters
  Score: Raw -7146723.844044 + Penalty 3584.087813 = -7143139.756232
  nChanged 10
		SP:Iteration 70Q (12064.110000 sec): 3 clusters
  Score: Raw -7146727.161654 + Penalty 3584.087813 = -7143143.073842
  nChanged 7
		SP:Iteration 71Q (12064.230000 sec): 3 clusters
  Score: Raw -7146729.324607 + Penalty 3584.087813 = -7143145.236794
  nChanged 7
		SP:Iteration 72Q (12064.350000 sec): 3 clusters
  Score: Raw -7146731.567105 + Penalty 3584.087813 = -7143147.479293
  nChanged 6
		SP:Iteration 73Q (12064.460000 sec): 3 clusters
  Score: Raw -7146733.684971 + Penalty 3584.087813 = -7143149.597158
  nChanged 6
		SP:Iteration 74Q (12064.580000 sec): 3 clusters
  Score: Raw -7146735.472218 + Penalty 3584.087813 = -7143151.384406
  nChanged 6
		SP:Iteration 75Q (12064.700000 sec): 3 clusters
  Score: Raw -7146738.836480 + Penalty 3584.087813 = -7143154.748667
  nChanged 8
		SP:Iteration 76Q (12064.820000 sec): 3 clusters
  Score: Raw -7146741.606192 + Penalty 3584.087813 = -7143157.518379
  nChanged 5
		SP:Iteration 77Q (12064.940000 sec): 3 clusters
  Score: Raw -7146742.906209 + Penalty 3584.087813 = -7143158.818397
  nChanged 3
		SP:Iteration 78Q (12065.050000 sec): 3 clusters
  Score: Raw -7146744.162371 + Penalty 3584.087813 = -7143160.074559
  nChanged 5
		SP:Iteration 79Q (12065.170000 sec): 3 clusters
  Score: Raw -7146745.968328 + Penalty 3584.087813 = -7143161.880515
  nChanged 5
		SP:Iteration 80F (12065.340000 sec): 3 clusters
  Score: Raw -7146748.771948 + Penalty 3584.087813 = -7143164.684136
  nChanged 7
		SP:Iteration 81Q (12065.450000 sec): 3 clusters
  Score: Raw -7146751.635157 + Penalty 3584.087813 = -7143167.547344
  nChanged 8
		SP:Iteration 82Q (12065.570000 sec): 3 clusters
  Score: Raw -7146754.055610 + Penalty 3584.087813 = -7143169.967798
  nChanged 2
		SP:Iteration 83Q (12065.690000 sec): 3 clusters
  Score: Raw -7146754.617283 + Penalty 3584.087813 = -7143170.529470
  nChanged 0
		SP:Iteration 84F (12065.850000 sec): 3 clusters
  Score: Raw -7146754.617283 + Penalty 3584.087813 = -7143170.529470
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12065.890000 sec): 2 clusters
  Score: Raw -51793.846455 + Penalty 1027.708331 = -50766.138124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12065.890000 sec): 3 clusters
  Score: Raw -51767.619142 + Penalty 2055.416663 = -49712.202479
  nChanged 151
		SP:Iteration 1F (12065.890000 sec): 3 clusters
  Score: Raw -52015.652542 + Penalty 2055.416663 = -49960.235879
  nChanged 52
		SP:Iteration 2F (12065.890000 sec): 3 clusters
  Score: Raw -52103.448375 + Penalty 2055.416663 = -50048.031712
  nChanged 23
		SP:Iteration 3Q (12065.890000 sec): 3 clusters
  Score: Raw -52146.085533 + Penalty 2055.416663 = -50090.668871
  nChanged 10
		SP:Iteration 4Q (12065.890000 sec): 3 clusters
  Score: Raw -52160.099396 + Penalty 2055.416663 = -50104.682733
  nChanged 5
		SP:Iteration 5Q (12065.900000 sec): 3 clusters
  Score: Raw -52165.812587 + Penalty 2055.416663 = -50110.395925
  nChanged 2
		SP:Iteration 6Q (12065.900000 sec): 3 clusters
  Score: Raw -52168.091403 + Penalty 2055.416663 = -50112.674740
  nChanged 3
		SP:Iteration 7Q (12065.900000 sec): 3 clusters
  Score: Raw -52181.674022 + Penalty 2055.416663 = -50126.257359
  nChanged 5
		SP:Iteration 8Q (12065.900000 sec): 3 clusters
  Score: Raw -52188.696037 + Penalty 2055.416663 = -50133.279375
  nChanged 4
		SP:Iteration 9Q (12065.900000 sec): 3 clusters
  Score: Raw -52193.872471 + Penalty 2055.416663 = -50138.455808
  nChanged 3
		SP:Iteration 10Q (12065.900000 sec): 3 clusters
  Score: Raw -52197.010672 + Penalty 2055.416663 = -50141.594010
  nChanged 2
		SP:Iteration 11Q (12065.900000 sec): 3 clusters
  Score: Raw -52199.182577 + Penalty 2055.416663 = -50143.765915
  nChanged 1
		SP:Iteration 12Q (12065.900000 sec): 3 clusters
  Score: Raw -52200.237615 + Penalty 2055.416663 = -50144.820952
  nChanged 0
		SP:Iteration 13F (12065.900000 sec): 3 clusters
  Score: Raw -52200.237615 + Penalty 2055.416663 = -50144.820952
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12065.920000 sec): 2 clusters
  Score: Raw -447477.529213 + Penalty 1345.450784 = -446132.078429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12065.930000 sec): 3 clusters
  Score: Raw -445510.050047 + Penalty 2690.901569 = -442819.148479
  nChanged 1565
		SP:Iteration 1F (12065.940000 sec): 3 clusters
  Score: Raw -446477.803976 + Penalty 2690.901569 = -443786.902408
  nChanged 316
		SP:Iteration 2F (12065.950000 sec): 3 clusters
  Score: Raw -446696.047799 + Penalty 2690.901569 = -444005.146230
  nChanged 240
		SP:Iteration 3F (12065.960000 sec): 3 clusters
  Score: Raw -446878.359031 + Penalty 2690.901569 = -444187.457463
  nChanged 232
		SP:Iteration 4F (12065.970000 sec): 3 clusters
  Score: Raw -447051.596137 + Penalty 2690.901569 = -444360.694569
  nChanged 213
		SP:Iteration 5F (12065.980000 sec): 3 clusters
  Score: Raw -447211.633174 + Penalty 2690.901569 = -444520.731606
  nChanged 199
		SP:Iteration 6F (12065.990000 sec): 3 clusters
  Score: Raw -447348.473252 + Penalty 2690.901569 = -444657.571684
  nChanged 150
		SP:Iteration 7Q (12066.000000 sec): 3 clusters
  Score: Raw -447443.018474 + Penalty 2690.901569 = -444752.116905
  nChanged 125
		SP:Iteration 8Q (12066.010000 sec): 3 clusters
  Score: Raw -447522.178413 + Penalty 2690.901569 = -444831.276844
  nChanged 106
		SP:Iteration 9Q (12066.020000 sec): 3 clusters
  Score: Raw -447580.160456 + Penalty 2690.901569 = -444889.258888
  nChanged 86
		SP:Iteration 10Q (12066.030000 sec): 3 clusters
  Score: Raw -447621.225683 + Penalty 2690.901569 = -444930.324114
  nChanged 57
		SP:Iteration 11Q (12066.040000 sec): 3 clusters
  Score: Raw -447645.923467 + Penalty 2690.901569 = -444955.021898
  nChanged 39
		SP:Iteration 12Q (12066.050000 sec): 3 clusters
  Score: Raw -447661.143420 + Penalty 2690.901569 = -444970.241851
  nChanged 27
		SP:Iteration 13Q (12066.060000 sec): 3 clusters
  Score: Raw -447671.040430 + Penalty 2690.901569 = -444980.138861
  nChanged 17
		SP:Iteration 14Q (12066.070000 sec): 3 clusters
  Score: Raw -447677.723453 + Penalty 2690.901569 = -444986.821884
  nChanged 18
		SP:Iteration 15Q (12066.080000 sec): 3 clusters
  Score: Raw -447684.267153 + Penalty 2690.901569 = -444993.365584
  nChanged 16
		SP:Iteration 16Q (12066.090000 sec): 3 clusters
  Score: Raw -447689.583187 + Penalty 2690.901569 = -444998.681618
  nChanged 14
		SP:Iteration 17Q (12066.100000 sec): 3 clusters
  Score: Raw -447693.571767 + Penalty 2690.901569 = -445002.670198
  nChanged 11
		SP:Iteration 18Q (12066.100000 sec): 3 clusters
  Score: Raw -447697.309748 + Penalty 2690.901569 = -445006.408180
  nChanged 11
		SP:Iteration 19Q (12066.120000 sec): 3 clusters
  Score: Raw -447700.523914 + Penalty 2690.901569 = -445009.622345
  nChanged 7
		SP:Iteration 20F (12066.120000 sec): 3 clusters
  Score: Raw -447702.056691 + Penalty 2690.901569 = -445011.155122
  nChanged 4
		SP:Iteration 21Q (12066.140000 sec): 3 clusters
  Score: Raw -447703.376130 + Penalty 2690.901569 = -445012.474561
  nChanged 2
		SP:Iteration 22Q (12066.140000 sec): 3 clusters
  Score: Raw -447703.950592 + Penalty 2690.901569 = -445013.049024
  nChanged 3
		SP:Iteration 23Q (12066.150000 sec): 3 clusters
  Score: Raw -447704.975912 + Penalty 2690.901569 = -445014.074343
  nChanged 3
		SP:Iteration 24Q (12066.160000 sec): 3 clusters
  Score: Raw -447705.890012 + Penalty 2690.901569 = -445014.988444
  nChanged 1
		SP:Iteration 25Q (12066.170000 sec): 3 clusters
  Score: Raw -447706.051529 + Penalty 2690.901569 = -445015.149961
  nChanged 0
		SP:Iteration 26F (12066.180000 sec): 3 clusters
  Score: Raw -447706.051529 + Penalty 2690.901569 = -445015.149961
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12066.190000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12066.190000 sec): 3 clusters
  Score: Raw -40545.610866 + Penalty 1919.242601 = -38626.368265
  nChanged 77
		SP:Iteration 1F (12066.190000 sec): 3 clusters
  Score: Raw -40686.722943 + Penalty 1919.242601 = -38767.480343
  nChanged 16
		SP:Iteration 2Q (12066.190000 sec): 3 clusters
  Score: Raw -40719.264932 + Penalty 1919.242601 = -38800.022332
  nChanged 6
		SP:Iteration 3Q (12066.190000 sec): 3 clusters
  Score: Raw -40732.850648 + Penalty 1919.242601 = -38813.608048
  nChanged 3
		SP:Iteration 4Q (12066.190000 sec): 3 clusters
  Score: Raw -40749.870466 + Penalty 1919.242601 = -38830.627865
  nChanged 5
		SP:Iteration 5Q (12066.200000 sec): 3 clusters
  Score: Raw -40771.336884 + Penalty 1919.242601 = -38852.094283
  nChanged 2
		SP:Iteration 6Q (12066.200000 sec): 3 clusters
  Score: Raw -40792.900150 + Penalty 1919.242601 = -38873.657549
  nChanged 1
		SP:Iteration 7Q (12066.200000 sec): 3 clusters
  Score: Raw -40807.848705 + Penalty 1919.242601 = -38888.606104
  nChanged 2
		SP:Iteration 8Q (12066.200000 sec): 3 clusters
  Score: Raw -40812.231114 + Penalty 1919.242601 = -38892.988514
  nChanged 1
		SP:Iteration 9Q (12066.200000 sec): 3 clusters
  Score: Raw -40815.343708 + Penalty 1919.242601 = -38896.101107
  nChanged 0
		SP:Iteration 10F (12066.200000 sec): 3 clusters
  Score: Raw -40815.343708 + Penalty 1919.242601 = -38896.101107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12066.240000 sec): 2 clusters
  Score: Raw -1162655.075579 + Penalty 1502.003415 = -1161153.072164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12066.260000 sec): 3 clusters
  Score: Raw -1156780.836669 + Penalty 3004.006829 = -1153776.829840
  nChanged 4403
		SP:Iteration 1F (12066.290000 sec): 3 clusters
  Score: Raw -1159243.673306 + Penalty 3004.006829 = -1156239.666476
  nChanged 714
		SP:Iteration 2F (12066.310000 sec): 3 clusters
  Score: Raw -1159645.282617 + Penalty 3004.006829 = -1156641.275788
  nChanged 685
		SP:Iteration 3F (12066.340000 sec): 3 clusters
  Score: Raw -1160110.073961 + Penalty 3004.006829 = -1157106.067131
  nChanged 707
		SP:Iteration 4F (12066.360000 sec): 3 clusters
  Score: Raw -1160649.556612 + Penalty 3004.006829 = -1157645.549783
  nChanged 677
		SP:Iteration 5F (12066.390000 sec): 3 clusters
  Score: Raw -1161234.804958 + Penalty 3004.006829 = -1158230.798128
  nChanged 636
		SP:Iteration 6F (12066.420000 sec): 3 clusters
  Score: Raw -1161790.810411 + Penalty 3004.006829 = -1158786.803581
  nChanged 527
		SP:Iteration 7F (12066.440000 sec): 3 clusters
  Score: Raw -1162231.440783 + Penalty 3004.006829 = -1159227.433953
  nChanged 458
		SP:Iteration 8Q (12066.470000 sec): 3 clusters
  Score: Raw -1162553.793860 + Penalty 3004.006829 = -1159549.787030
  nChanged 329
		SP:Iteration 9Q (12066.490000 sec): 3 clusters
  Score: Raw -1162737.206459 + Penalty 3004.006829 = -1159733.199630
  nChanged 251
		SP:Iteration 10Q (12066.520000 sec): 3 clusters
  Score: Raw -1162865.320199 + Penalty 3004.006829 = -1159861.313370
  nChanged 203
		SP:Iteration 11Q (12066.540000 sec): 3 clusters
  Score: Raw -1162957.451029 + Penalty 3004.006829 = -1159953.444200
  nChanged 153
		SP:Iteration 12Q (12066.560000 sec): 3 clusters
  Score: Raw -1163028.178378 + Penalty 3004.006829 = -1160024.171549
  nChanged 129
		SP:Iteration 13Q (12066.590000 sec): 3 clusters
  Score: Raw -1163071.216086 + Penalty 3004.006829 = -1160067.209256
  nChanged 106
		SP:Iteration 14Q (12066.610000 sec): 3 clusters
  Score: Raw -1163105.692189 + Penalty 3004.006829 = -1160101.685360
  nChanged 87
		SP:Iteration 15Q (12066.640000 sec): 3 clusters
  Score: Raw -1163128.157571 + Penalty 3004.006829 = -1160124.150742
  nChanged 50
		SP:Iteration 16Q (12066.660000 sec): 3 clusters
  Score: Raw -1163141.861349 + Penalty 3004.006829 = -1160137.854520
  nChanged 49
		SP:Iteration 17Q (12066.680000 sec): 3 clusters
  Score: Raw -1163156.613475 + Penalty 3004.006829 = -1160152.606645
  nChanged 44
		SP:Iteration 18Q (12066.710000 sec): 3 clusters
  Score: Raw -1163166.530729 + Penalty 3004.006829 = -1160162.523900
  nChanged 35
		SP:Iteration 19Q (12066.730000 sec): 3 clusters
  Score: Raw -1163173.481194 + Penalty 3004.006829 = -1160169.474365
  nChanged 27
		SP:Iteration 20F (12066.760000 sec): 3 clusters
  Score: Raw -1163179.536476 + Penalty 3004.006829 = -1160175.529647
  nChanged 24
		SP:Iteration 21Q (12066.780000 sec): 3 clusters
  Score: Raw -1163183.246890 + Penalty 3004.006829 = -1160179.240061
  nChanged 16
		SP:Iteration 22Q (12066.810000 sec): 3 clusters
  Score: Raw -1163185.363464 + Penalty 3004.006829 = -1160181.356635
  nChanged 18
		SP:Iteration 23Q (12066.830000 sec): 3 clusters
  Score: Raw -1163188.251535 + Penalty 3004.006829 = -1160184.244706
  nChanged 20
		SP:Iteration 24Q (12066.860000 sec): 3 clusters
  Score: Raw -1163191.038776 + Penalty 3004.006829 = -1160187.031947
  nChanged 16
		SP:Iteration 25Q (12066.880000 sec): 3 clusters
  Score: Raw -1163193.722788 + Penalty 3004.006829 = -1160189.715959
  nChanged 20
		SP:Iteration 26Q (12066.900000 sec): 3 clusters
  Score: Raw -1163198.086900 + Penalty 3004.006829 = -1160194.080071
  nChanged 22
		SP:Iteration 27Q (12066.930000 sec): 3 clusters
  Score: Raw -1163203.877014 + Penalty 3004.006829 = -1160199.870184
  nChanged 30
		SP:Iteration 28Q (12066.950000 sec): 3 clusters
  Score: Raw -1163209.568246 + Penalty 3004.006829 = -1160205.561417
  nChanged 29
		SP:Iteration 29Q (12066.980000 sec): 3 clusters
  Score: Raw -1163215.866339 + Penalty 3004.006829 = -1160211.859509
  nChanged 32
		SP:Iteration 30Q (12067.000000 sec): 3 clusters
  Score: Raw -1163222.559719 + Penalty 3004.006829 = -1160218.552890
  nChanged 42
		SP:Iteration 31Q (12067.020000 sec): 3 clusters
  Score: Raw -1163230.848924 + Penalty 3004.006829 = -1160226.842094
  nChanged 38
		SP:Iteration 32Q (12067.040000 sec): 3 clusters
  Score: Raw -1163238.846277 + Penalty 3004.006829 = -1160234.839447
  nChanged 42
		SP:Iteration 33Q (12067.070000 sec): 3 clusters
  Score: Raw -1163247.511788 + Penalty 3004.006829 = -1160243.504959
  nChanged 35
		SP:Iteration 34Q (12067.090000 sec): 3 clusters
  Score: Raw -1163252.820678 + Penalty 3004.006829 = -1160248.813849
  nChanged 33
		SP:Iteration 35Q (12067.120000 sec): 3 clusters
  Score: Raw -1163258.046943 + Penalty 3004.006829 = -1160254.040114
  nChanged 32
		SP:Iteration 36Q (12067.140000 sec): 3 clusters
  Score: Raw -1163263.576983 + Penalty 3004.006829 = -1160259.570154
  nChanged 27
		SP:Iteration 37Q (12067.170000 sec): 3 clusters
  Score: Raw -1163268.220300 + Penalty 3004.006829 = -1160264.213471
  nChanged 26
		SP:Iteration 38Q (12067.190000 sec): 3 clusters
  Score: Raw -1163274.859871 + Penalty 3004.006829 = -1160270.853042
  nChanged 38
		SP:Iteration 39Q (12067.210000 sec): 3 clusters
  Score: Raw -1163284.039256 + Penalty 3004.006829 = -1160280.032427
  nChanged 33
		SP:Iteration 40F (12067.240000 sec): 3 clusters
  Score: Raw -1163290.306999 + Penalty 3004.006829 = -1160286.300170
  nChanged 38
		SP:Iteration 41Q (12067.260000 sec): 3 clusters
  Score: Raw -1163298.050681 + Penalty 3004.006829 = -1160294.043852
  nChanged 33
		SP:Iteration 42Q (12067.290000 sec): 3 clusters
  Score: Raw -1163304.248006 + Penalty 3004.006829 = -1160300.241176
  nChanged 31
		SP:Iteration 43Q (12067.310000 sec): 3 clusters
  Score: Raw -1163310.192483 + Penalty 3004.006829 = -1160306.185654
  nChanged 33
		SP:Iteration 44Q (12067.340000 sec): 3 clusters
  Score: Raw -1163315.816283 + Penalty 3004.006829 = -1160311.809454
  nChanged 29
		SP:Iteration 45Q (12067.360000 sec): 3 clusters
  Score: Raw -1163321.471883 + Penalty 3004.006829 = -1160317.465053
  nChanged 29
		SP:Iteration 46Q (12067.390000 sec): 3 clusters
  Score: Raw -1163326.155579 + Penalty 3004.006829 = -1160322.148749
  nChanged 24
		SP:Iteration 47Q (12067.410000 sec): 3 clusters
  Score: Raw -1163329.673085 + Penalty 3004.006829 = -1160325.666256
  nChanged 25
		SP:Iteration 48Q (12067.440000 sec): 3 clusters
  Score: Raw -1163334.033730 + Penalty 3004.006829 = -1160330.026901
  nChanged 22
		SP:Iteration 49Q (12067.460000 sec): 3 clusters
  Score: Raw -1163337.735650 + Penalty 3004.006829 = -1160333.728821
  nChanged 27
		SP:Iteration 50Q (12067.480000 sec): 3 clusters
  Score: Raw -1163342.196225 + Penalty 3004.006829 = -1160338.189396
  nChanged 24
		SP:Iteration 51Q (12067.510000 sec): 3 clusters
  Score: Raw -1163346.189847 + Penalty 3004.006829 = -1160342.183018
  nChanged 18
		SP:Iteration 52Q (12067.530000 sec): 3 clusters
  Score: Raw -1163349.573133 + Penalty 3004.006829 = -1160345.566303
  nChanged 30
		SP:Iteration 53Q (12067.560000 sec): 3 clusters
  Score: Raw -1163354.669201 + Penalty 3004.006829 = -1160350.662372
  nChanged 25
		SP:Iteration 54Q (12067.580000 sec): 3 clusters
  Score: Raw -1163359.503876 + Penalty 3004.006829 = -1160355.497047
  nChanged 23
		SP:Iteration 55Q (12067.600000 sec): 3 clusters
  Score: Raw -1163363.366508 + Penalty 3004.006829 = -1160359.359679
  nChanged 19
		SP:Iteration 56Q (12067.630000 sec): 3 clusters
  Score: Raw -1163366.730430 + Penalty 3004.006829 = -1160362.723601
  nChanged 24
		SP:Iteration 57Q (12067.660000 sec): 3 clusters
  Score: Raw -1163370.722272 + Penalty 3004.006829 = -1160366.715442
  nChanged 27
		SP:Iteration 58Q (12067.680000 sec): 3 clusters
  Score: Raw -1163375.936599 + Penalty 3004.006829 = -1160371.929770
  nChanged 23
		SP:Iteration 59Q (12067.700000 sec): 3 clusters
  Score: Raw -1163379.773772 + Penalty 3004.006829 = -1160375.766942
  nChanged 28
		SP:Iteration 60F (12067.730000 sec): 3 clusters
  Score: Raw -1163385.623655 + Penalty 3004.006829 = -1160381.616826
  nChanged 33
		SP:Iteration 61Q (12067.750000 sec): 3 clusters
  Score: Raw -1163392.108285 + Penalty 3004.006829 = -1160388.101456
  nChanged 40
		SP:Iteration 62Q (12067.780000 sec): 3 clusters
  Score: Raw -1163399.367275 + Penalty 3004.006829 = -1160395.360445
  nChanged 30
		SP:Iteration 63Q (12067.800000 sec): 3 clusters
  Score: Raw -1163404.453477 + Penalty 3004.006829 = -1160400.446648
  nChanged 25
		SP:Iteration 64Q (12067.830000 sec): 3 clusters
  Score: Raw -1163410.335203 + Penalty 3004.006829 = -1160406.328374
  nChanged 32
		SP:Iteration 65Q (12067.850000 sec): 3 clusters
  Score: Raw -1163417.417141 + Penalty 3004.006829 = -1160413.410312
  nChanged 26
		SP:Iteration 66Q (12067.880000 sec): 3 clusters
  Score: Raw -1163421.892642 + Penalty 3004.006829 = -1160417.885813
  nChanged 24
		SP:Iteration 67Q (12067.900000 sec): 3 clusters
  Score: Raw -1163425.330263 + Penalty 3004.006829 = -1160421.323434
  nChanged 25
		SP:Iteration 68Q (12067.920000 sec): 3 clusters
  Score: Raw -1163429.344345 + Penalty 3004.006829 = -1160425.337516
  nChanged 19
		SP:Iteration 69Q (12067.950000 sec): 3 clusters
  Score: Raw -1163432.183755 + Penalty 3004.006829 = -1160428.176926
  nChanged 15
		SP:Iteration 70Q (12067.970000 sec): 3 clusters
  Score: Raw -1163434.887344 + Penalty 3004.006829 = -1160430.880515
  nChanged 12
		SP:Iteration 71Q (12068.000000 sec): 3 clusters
  Score: Raw -1163436.604875 + Penalty 3004.006829 = -1160432.598046
  nChanged 10
		SP:Iteration 72Q (12068.020000 sec): 3 clusters
  Score: Raw -1163437.969318 + Penalty 3004.006829 = -1160433.962488
  nChanged 11
		SP:Iteration 73Q (12068.050000 sec): 3 clusters
  Score: Raw -1163439.606670 + Penalty 3004.006829 = -1160435.599841
  nChanged 16
		SP:Iteration 74Q (12068.070000 sec): 3 clusters
  Score: Raw -1163442.829428 + Penalty 3004.006829 = -1160438.822598
  nChanged 25
		SP:Iteration 75Q (12068.100000 sec): 3 clusters
  Score: Raw -1163446.939740 + Penalty 3004.006829 = -1160442.932910
  nChanged 22
		SP:Iteration 76Q (12068.120000 sec): 3 clusters
  Score: Raw -1163450.248392 + Penalty 3004.006829 = -1160446.241563
  nChanged 23
		SP:Iteration 77Q (12068.140000 sec): 3 clusters
  Score: Raw -1163454.802875 + Penalty 3004.006829 = -1160450.796045
  nChanged 28
		SP:Iteration 78Q (12068.170000 sec): 3 clusters
  Score: Raw -1163459.459126 + Penalty 3004.006829 = -1160455.452297
  nChanged 19
		SP:Iteration 79Q (12068.190000 sec): 3 clusters
  Score: Raw -1163462.767570 + Penalty 3004.006829 = -1160458.760741
  nChanged 21
		SP:Iteration 80F (12068.220000 sec): 3 clusters
  Score: Raw -1163465.539372 + Penalty 3004.006829 = -1160461.532543
  nChanged 20
		SP:Iteration 81Q (12068.240000 sec): 3 clusters
  Score: Raw -1163468.111557 + Penalty 3004.006829 = -1160464.104728
  nChanged 16
		SP:Iteration 82Q (12068.270000 sec): 3 clusters
  Score: Raw -1163470.552341 + Penalty 3004.006829 = -1160466.545512
  nChanged 18
		SP:Iteration 83Q (12068.290000 sec): 3 clusters
  Score: Raw -1163473.262855 + Penalty 3004.006829 = -1160469.256026
  nChanged 18
		SP:Iteration 84Q (12068.320000 sec): 3 clusters
  Score: Raw -1163476.470302 + Penalty 3004.006829 = -1160472.463472
  nChanged 10
		SP:Iteration 85Q (12068.340000 sec): 3 clusters
  Score: Raw -1163478.433677 + Penalty 3004.006829 = -1160474.426848
  nChanged 13
		SP:Iteration 86Q (12068.370000 sec): 3 clusters
  Score: Raw -1163480.305090 + Penalty 3004.006829 = -1160476.298261
  nChanged 16
		SP:Iteration 87Q (12068.390000 sec): 3 clusters
  Score: Raw -1163482.373570 + Penalty 3004.006829 = -1160478.366741
  nChanged 17
		SP:Iteration 88Q (12068.420000 sec): 3 clusters
  Score: Raw -1163485.087029 + Penalty 3004.006829 = -1160481.080200
  nChanged 9
		SP:Iteration 89Q (12068.440000 sec): 3 clusters
  Score: Raw -1163486.084708 + Penalty 3004.006829 = -1160482.077879
  nChanged 7
		SP:Iteration 90Q (12068.460000 sec): 3 clusters
  Score: Raw -1163486.651776 + Penalty 3004.006829 = -1160482.644947
  nChanged 6
		SP:Iteration 91Q (12068.490000 sec): 3 clusters
  Score: Raw -1163487.111119 + Penalty 3004.006829 = -1160483.104290
  nChanged 4
		SP:Iteration 92Q (12068.510000 sec): 3 clusters
  Score: Raw -1163487.351560 + Penalty 3004.006829 = -1160483.344730
  nChanged 3
		SP:Iteration 93Q (12068.540000 sec): 3 clusters
  Score: Raw -1163487.541730 + Penalty 3004.006829 = -1160483.534900
  nChanged 1
		SP:Iteration 94Q (12068.560000 sec): 3 clusters
  Score: Raw -1163487.638719 + Penalty 3004.006829 = -1160483.631890
  nChanged 0
		SP:Iteration 95F (12068.590000 sec): 3 clusters
  Score: Raw -1163487.638719 + Penalty 3004.006829 = -1160483.631890
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12068.660000 sec): 2 clusters
  Score: Raw -2356089.613619 + Penalty 1621.604579 = -2354468.009040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12068.720000 sec): 3 clusters
  Score: Raw -2343033.007104 + Penalty 3243.209157 = -2339789.797947
  nChanged 9764
		SP:Iteration 1F (12068.770000 sec): 3 clusters
  Score: Raw -2348560.201145 + Penalty 3243.209157 = -2345316.991988
  nChanged 1221
		SP:Iteration 2F (12068.830000 sec): 3 clusters
  Score: Raw -2349065.642400 + Penalty 3243.209157 = -2345822.433243
  nChanged 1076
		SP:Iteration 3Q (12068.890000 sec): 3 clusters
  Score: Raw -2349506.059224 + Penalty 3243.209157 = -2346262.850066
  nChanged 1012
		SP:Iteration 4Q (12068.950000 sec): 3 clusters
  Score: Raw -2349931.358860 + Penalty 3243.209157 = -2346688.149703
  nChanged 984
		SP:Iteration 5Q (12069.000000 sec): 3 clusters
  Score: Raw -2350343.304638 + Penalty 3243.209157 = -2347100.095481
  nChanged 954
		SP:Iteration 6Q (12069.060000 sec): 3 clusters
  Score: Raw -2350768.091319 + Penalty 3243.209157 = -2347524.882162
  nChanged 948
		SP:Iteration 7Q (12069.120000 sec): 3 clusters
  Score: Raw -2351195.470364 + Penalty 3243.209157 = -2347952.261207
  nChanged 934
		SP:Iteration 8Q (12069.180000 sec): 3 clusters
  Score: Raw -2351645.111926 + Penalty 3243.209157 = -2348401.902769
  nChanged 903
		SP:Iteration 9Q (12069.240000 sec): 3 clusters
  Score: Raw -2352105.239105 + Penalty 3243.209157 = -2348862.029948
  nChanged 897
		SP:Iteration 10Q (12069.300000 sec): 3 clusters
  Score: Raw -2352604.676416 + Penalty 3243.209157 = -2349361.467258
  nChanged 899
		SP:Iteration 11Q (12069.350000 sec): 3 clusters
  Score: Raw -2353117.646935 + Penalty 3243.209157 = -2349874.437777
  nChanged 889
		SP:Iteration 12Q (12069.410000 sec): 3 clusters
  Score: Raw -2353650.881931 + Penalty 3243.209157 = -2350407.672773
  nChanged 883
		SP:Iteration 13Q (12069.470000 sec): 3 clusters
  Score: Raw -2354169.143841 + Penalty 3243.209157 = -2350925.934684
  nChanged 772
		SP:Iteration 14Q (12069.530000 sec): 3 clusters
  Score: Raw -2354606.917620 + Penalty 3243.209157 = -2351363.708462
  nChanged 645
		SP:Iteration 15Q (12069.580000 sec): 3 clusters
  Score: Raw -2354969.160399 + Penalty 3243.209157 = -2351725.951242
  nChanged 556
		SP:Iteration 16Q (12069.640000 sec): 3 clusters
  Score: Raw -2355294.385804 + Penalty 3243.209157 = -2352051.176647
  nChanged 490
		SP:Iteration 17Q (12069.690000 sec): 3 clusters
  Score: Raw -2355585.240596 + Penalty 3243.209157 = -2352342.031439
  nChanged 409
		SP:Iteration 18Q (12069.740000 sec): 3 clusters
  Score: Raw -2355830.556577 + Penalty 3243.209157 = -2352587.347420
  nChanged 316
		SP:Iteration 19Q (12069.800000 sec): 3 clusters
  Score: Raw -2356023.151453 + Penalty 3243.209157 = -2352779.942296
  nChanged 248
		SP:Iteration 20F (12069.850000 sec): 3 clusters
  Score: Raw -2356170.893421 + Penalty 3243.209157 = -2352927.684264
  nChanged 201
		SP:Iteration 21Q (12069.900000 sec): 3 clusters
  Score: Raw -2356292.545886 + Penalty 3243.209157 = -2353049.336729
  nChanged 139
		SP:Iteration 22Q (12069.950000 sec): 3 clusters
  Score: Raw -2356385.272672 + Penalty 3243.209157 = -2353142.063514
  nChanged 94
		SP:Iteration 23Q (12069.990000 sec): 3 clusters
  Score: Raw -2356445.199050 + Penalty 3243.209157 = -2353201.989893
  nChanged 81
		SP:Iteration 24Q (12070.040000 sec): 3 clusters
  Score: Raw -2356492.807282 + Penalty 3243.209157 = -2353249.598125
  nChanged 50
		SP:Iteration 25Q (12070.080000 sec): 3 clusters
  Score: Raw -2356521.106335 + Penalty 3243.209157 = -2353277.897177
  nChanged 35
		SP:Iteration 26Q (12070.130000 sec): 3 clusters
  Score: Raw -2356541.260849 + Penalty 3243.209157 = -2353298.051692
  nChanged 33
		SP:Iteration 27Q (12070.170000 sec): 3 clusters
  Score: Raw -2356557.809699 + Penalty 3243.209157 = -2353314.600542
  nChanged 21
		SP:Iteration 28Q (12070.220000 sec): 3 clusters
  Score: Raw -2356567.922656 + Penalty 3243.209157 = -2353324.713499
  nChanged 16
		SP:Iteration 29Q (12070.260000 sec): 3 clusters
  Score: Raw -2356574.859733 + Penalty 3243.209157 = -2353331.650576
  nChanged 13
		SP:Iteration 30Q (12070.300000 sec): 3 clusters
  Score: Raw -2356579.940956 + Penalty 3243.209157 = -2353336.731799
  nChanged 14
		SP:Iteration 31Q (12070.340000 sec): 3 clusters
  Score: Raw -2356588.538979 + Penalty 3243.209157 = -2353345.329822
  nChanged 12
		SP:Iteration 32Q (12070.390000 sec): 3 clusters
  Score: Raw -2356594.703038 + Penalty 3243.209157 = -2353351.493881
  nChanged 10
		SP:Iteration 33Q (12070.430000 sec): 3 clusters
  Score: Raw -2356601.559715 + Penalty 3243.209157 = -2353358.350558
  nChanged 9
		SP:Iteration 34Q (12070.470000 sec): 3 clusters
  Score: Raw -2356607.616743 + Penalty 3243.209157 = -2353364.407585
  nChanged 5
		SP:Iteration 35Q (12070.520000 sec): 3 clusters
  Score: Raw -2356610.074729 + Penalty 3243.209157 = -2353366.865571
  nChanged 7
		SP:Iteration 36Q (12070.560000 sec): 3 clusters
  Score: Raw -2356613.101885 + Penalty 3243.209157 = -2353369.892727
  nChanged 5
		SP:Iteration 37Q (12070.600000 sec): 3 clusters
  Score: Raw -2356614.413292 + Penalty 3243.209157 = -2353371.204135
  nChanged 5
		SP:Iteration 38Q (12070.640000 sec): 3 clusters
  Score: Raw -2356616.478854 + Penalty 3243.209157 = -2353373.269697
  nChanged 6
		SP:Iteration 39Q (12070.690000 sec): 3 clusters
  Score: Raw -2356619.752825 + Penalty 3243.209157 = -2353376.543667
  nChanged 6
		SP:Iteration 40F (12070.740000 sec): 3 clusters
  Score: Raw -2356622.649031 + Penalty 3243.209157 = -2353379.439874
  nChanged 5
		SP:Iteration 41Q (12070.790000 sec): 3 clusters
  Score: Raw -2356625.165788 + Penalty 3243.209157 = -2353381.956631
  nChanged 3
		SP:Iteration 42Q (12070.830000 sec): 3 clusters
  Score: Raw -2356626.854948 + Penalty 3243.209157 = -2353383.645791
  nChanged 3
		SP:Iteration 43Q (12070.870000 sec): 3 clusters
  Score: Raw -2356627.779931 + Penalty 3243.209157 = -2353384.570774
  nChanged 0
		SP:Iteration 44F (12070.930000 sec): 3 clusters
  Score: Raw -2356627.779931 + Penalty 3243.209157 = -2353384.570774
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12070.970000 sec): 2 clusters
  Score: Raw -1269199.432095 + Penalty 1509.607231 = -1267689.824864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12071.000000 sec): 3 clusters
  Score: Raw -1262989.212133 + Penalty 3019.214461 = -1259969.997671
  nChanged 4740
		SP:Iteration 1F (12071.030000 sec): 3 clusters
  Score: Raw -1265546.566518 + Penalty 3019.214461 = -1262527.352056
  nChanged 664
		SP:Iteration 2F (12071.060000 sec): 3 clusters
  Score: Raw -1265813.027143 + Penalty 3019.214461 = -1262793.812682
  nChanged 536
		SP:Iteration 3Q (12071.080000 sec): 3 clusters
  Score: Raw -1266039.601472 + Penalty 3019.214461 = -1263020.387010
  nChanged 503
		SP:Iteration 4Q (12071.120000 sec): 3 clusters
  Score: Raw -1266289.951597 + Penalty 3019.214461 = -1263270.737136
  nChanged 545
		SP:Iteration 5F (12071.140000 sec): 3 clusters
  Score: Raw -1266581.442248 + Penalty 3019.214461 = -1263562.227787
  nChanged 593
		SP:Iteration 6F (12071.170000 sec): 3 clusters
  Score: Raw -1266972.653691 + Penalty 3019.214461 = -1263953.439230
  nChanged 611
		SP:Iteration 7F (12071.200000 sec): 3 clusters
  Score: Raw -1267375.212165 + Penalty 3019.214461 = -1264355.997703
  nChanged 562
		SP:Iteration 8F (12071.230000 sec): 3 clusters
  Score: Raw -1267772.413652 + Penalty 3019.214461 = -1264753.199190
  nChanged 527
		SP:Iteration 9Q (12071.260000 sec): 3 clusters
  Score: Raw -1268142.409145 + Penalty 3019.214461 = -1265123.194684
  nChanged 442
		SP:Iteration 10Q (12071.280000 sec): 3 clusters
  Score: Raw -1268474.877201 + Penalty 3019.214461 = -1265455.662739
  nChanged 360
		SP:Iteration 11Q (12071.310000 sec): 3 clusters
  Score: Raw -1268707.423370 + Penalty 3019.214461 = -1265688.208908
  nChanged 241
		SP:Iteration 12Q (12071.340000 sec): 3 clusters
  Score: Raw -1268864.699583 + Penalty 3019.214461 = -1265845.485122
  nChanged 177
		SP:Iteration 13Q (12071.360000 sec): 3 clusters
  Score: Raw -1268988.146296 + Penalty 3019.214461 = -1265968.931835
  nChanged 155
		SP:Iteration 14Q (12071.390000 sec): 3 clusters
  Score: Raw -1269092.047850 + Penalty 3019.214461 = -1266072.833389
  nChanged 149
		SP:Iteration 15Q (12071.420000 sec): 3 clusters
  Score: Raw -1269197.706741 + Penalty 3019.214461 = -1266178.492280
  nChanged 140
		SP:Iteration 16Q (12071.440000 sec): 3 clusters
  Score: Raw -1269283.133102 + Penalty 3019.214461 = -1266263.918640
  nChanged 96
		SP:Iteration 17Q (12071.460000 sec): 3 clusters
  Score: Raw -1269334.794628 + Penalty 3019.214461 = -1266315.580166
  nChanged 63
		SP:Iteration 18Q (12071.490000 sec): 3 clusters
  Score: Raw -1269366.595619 + Penalty 3019.214461 = -1266347.381158
  nChanged 60
		SP:Iteration 19Q (12071.510000 sec): 3 clusters
  Score: Raw -1269397.558258 + Penalty 3019.214461 = -1266378.343797
  nChanged 58
		SP:Iteration 20F (12071.540000 sec): 3 clusters
  Score: Raw -1269423.861943 + Penalty 3019.214461 = -1266404.647481
  nChanged 53
		SP:Iteration 21Q (12071.560000 sec): 3 clusters
  Score: Raw -1269448.547474 + Penalty 3019.214461 = -1266429.333013
  nChanged 50
		SP:Iteration 22Q (12071.580000 sec): 3 clusters
  Score: Raw -1269472.907622 + Penalty 3019.214461 = -1266453.693161
  nChanged 33
		SP:Iteration 23Q (12071.610000 sec): 3 clusters
  Score: Raw -1269491.160343 + Penalty 3019.214461 = -1266471.945881
  nChanged 40
		SP:Iteration 24Q (12071.630000 sec): 3 clusters
  Score: Raw -1269509.860658 + Penalty 3019.214461 = -1266490.646197
  nChanged 28
		SP:Iteration 25Q (12071.650000 sec): 3 clusters
  Score: Raw -1269526.448000 + Penalty 3019.214461 = -1266507.233538
  nChanged 36
		SP:Iteration 26Q (12071.680000 sec): 3 clusters
  Score: Raw -1269545.550752 + Penalty 3019.214461 = -1266526.336290
  nChanged 23
		SP:Iteration 27Q (12071.700000 sec): 3 clusters
  Score: Raw -1269555.997239 + Penalty 3019.214461 = -1266536.782777
  nChanged 22
		SP:Iteration 28Q (12071.720000 sec): 3 clusters
  Score: Raw -1269566.139027 + Penalty 3019.214461 = -1266546.924566
  nChanged 18
		SP:Iteration 29Q (12071.740000 sec): 3 clusters
  Score: Raw -1269573.406124 + Penalty 3019.214461 = -1266554.191663
  nChanged 13
		SP:Iteration 30Q (12071.760000 sec): 3 clusters
  Score: Raw -1269577.304946 + Penalty 3019.214461 = -1266558.090484
  nChanged 9
		SP:Iteration 31Q (12071.780000 sec): 3 clusters
  Score: Raw -1269581.174376 + Penalty 3019.214461 = -1266561.959914
  nChanged 11
		SP:Iteration 32Q (12071.800000 sec): 3 clusters
  Score: Raw -1269584.467360 + Penalty 3019.214461 = -1266565.252899
  nChanged 10
		SP:Iteration 33Q (12071.830000 sec): 3 clusters
  Score: Raw -1269586.830364 + Penalty 3019.214461 = -1266567.615903
  nChanged 7
		SP:Iteration 34Q (12071.850000 sec): 3 clusters
  Score: Raw -1269589.885603 + Penalty 3019.214461 = -1266570.671141
  nChanged 7
		SP:Iteration 35Q (12071.870000 sec): 3 clusters
  Score: Raw -1269591.598765 + Penalty 3019.214461 = -1266572.384303
  nChanged 4
		SP:Iteration 36Q (12071.890000 sec): 3 clusters
  Score: Raw -1269593.560809 + Penalty 3019.214461 = -1266574.346347
  nChanged 5
		SP:Iteration 37Q (12071.910000 sec): 3 clusters
  Score: Raw -1269594.958891 + Penalty 3019.214461 = -1266575.744430
  nChanged 6
		SP:Iteration 38Q (12071.940000 sec): 3 clusters
  Score: Raw -1269597.468054 + Penalty 3019.214461 = -1266578.253593
  nChanged 6
		SP:Iteration 39Q (12071.960000 sec): 3 clusters
  Score: Raw -1269599.597442 + Penalty 3019.214461 = -1266580.382980
  nChanged 5
		SP:Iteration 40F (12071.980000 sec): 3 clusters
  Score: Raw -1269600.548505 + Penalty 3019.214461 = -1266581.334044
  nChanged 5
		SP:Iteration 41Q (12072.010000 sec): 3 clusters
  Score: Raw -1269602.143695 + Penalty 3019.214461 = -1266582.929233
  nChanged 11
		SP:Iteration 42Q (12072.030000 sec): 3 clusters
  Score: Raw -1269605.869991 + Penalty 3019.214461 = -1266586.655529
  nChanged 13
		SP:Iteration 43Q (12072.050000 sec): 3 clusters
  Score: Raw -1269609.776048 + Penalty 3019.214461 = -1266590.561587
  nChanged 13
		SP:Iteration 44Q (12072.070000 sec): 3 clusters
  Score: Raw -1269614.263293 + Penalty 3019.214461 = -1266595.048831
  nChanged 6
		SP:Iteration 45Q (12072.090000 sec): 3 clusters
  Score: Raw -1269616.082514 + Penalty 3019.214461 = -1266596.868052
  nChanged 4
		SP:Iteration 46Q (12072.120000 sec): 3 clusters
  Score: Raw -1269617.573938 + Penalty 3019.214461 = -1266598.359476
  nChanged 4
		SP:Iteration 47Q (12072.140000 sec): 3 clusters
  Score: Raw -1269619.041075 + Penalty 3019.214461 = -1266599.826614
  nChanged 6
		SP:Iteration 48Q (12072.160000 sec): 3 clusters
  Score: Raw -1269620.843604 + Penalty 3019.214461 = -1266601.629142
  nChanged 4
		SP:Iteration 49Q (12072.180000 sec): 3 clusters
  Score: Raw -1269622.428272 + Penalty 3019.214461 = -1266603.213811
  nChanged 5
		SP:Iteration 50Q (12072.200000 sec): 3 clusters
  Score: Raw -1269624.029093 + Penalty 3019.214461 = -1266604.814631
  nChanged 3
		SP:Iteration 51Q (12072.220000 sec): 3 clusters
  Score: Raw -1269624.888148 + Penalty 3019.214461 = -1266605.673686
  nChanged 4
		SP:Iteration 52Q (12072.240000 sec): 3 clusters
  Score: Raw -1269626.212047 + Penalty 3019.214461 = -1266606.997586
  nChanged 3
		SP:Iteration 53Q (12072.260000 sec): 3 clusters
  Score: Raw -1269627.403409 + Penalty 3019.214461 = -1266608.188947
  nChanged 3
		SP:Iteration 54Q (12072.290000 sec): 3 clusters
  Score: Raw -1269628.312275 + Penalty 3019.214461 = -1266609.097814
  nChanged 3
		SP:Iteration 55Q (12072.310000 sec): 3 clusters
  Score: Raw -1269629.818012 + Penalty 3019.214461 = -1266610.603551
  nChanged 3
		SP:Iteration 56Q (12072.330000 sec): 3 clusters
  Score: Raw -1269630.786492 + Penalty 3019.214461 = -1266611.572030
  nChanged 2
		SP:Iteration 57Q (12072.350000 sec): 3 clusters
  Score: Raw -1269631.406942 + Penalty 3019.214461 = -1266612.192480
  nChanged 0
		SP:Iteration 58F (12072.380000 sec): 3 clusters
  Score: Raw -1269631.406942 + Penalty 3019.214461 = -1266612.192480
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12072.440000 sec): 2 clusters
  Score: Raw -2382929.016971 + Penalty 1614.001664 = -2381315.015307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12072.500000 sec): 3 clusters
  Score: Raw -2370587.448142 + Penalty 3228.003329 = -2367359.444813
  nChanged 9246
		SP:Iteration 1F (12072.560000 sec): 3 clusters
  Score: Raw -2375653.581558 + Penalty 3228.003329 = -2372425.578229
  nChanged 1016
		SP:Iteration 2Q (12072.610000 sec): 3 clusters
  Score: Raw -2376012.284754 + Penalty 3228.003329 = -2372784.281426
  nChanged 946
		SP:Iteration 3Q (12072.670000 sec): 3 clusters
  Score: Raw -2376346.638238 + Penalty 3228.003329 = -2373118.634910
  nChanged 1007
		SP:Iteration 4Q (12072.720000 sec): 3 clusters
  Score: Raw -2376763.699249 + Penalty 3228.003329 = -2373535.695920
  nChanged 1105
		SP:Iteration 5F (12072.780000 sec): 3 clusters
  Score: Raw -2377337.777384 + Penalty 3228.003329 = -2374109.774055
  nChanged 1317
		SP:Iteration 6F (12072.840000 sec): 3 clusters
  Score: Raw -2378167.237895 + Penalty 3228.003329 = -2374939.234566
  nChanged 1373
		SP:Iteration 7F (12072.890000 sec): 3 clusters
  Score: Raw -2379161.300454 + Penalty 3228.003329 = -2375933.297126
  nChanged 1362
		SP:Iteration 8F (12072.940000 sec): 3 clusters
  Score: Raw -2380242.693120 + Penalty 3228.003329 = -2377014.689792
  nChanged 1253
		SP:Iteration 9F (12073.000000 sec): 3 clusters
  Score: Raw -2381327.935683 + Penalty 3228.003329 = -2378099.932354
  nChanged 951
		SP:Iteration 10Q (12073.060000 sec): 3 clusters
  Score: Raw -2382108.270569 + Penalty 3228.003329 = -2378880.267240
  nChanged 649
		SP:Iteration 11Q (12073.110000 sec): 3 clusters
  Score: Raw -2382611.123934 + Penalty 3228.003329 = -2379383.120605
  nChanged 421
		SP:Iteration 12Q (12073.160000 sec): 3 clusters
  Score: Raw -2382897.101980 + Penalty 3228.003329 = -2379669.098652
  nChanged 238
		SP:Iteration 13Q (12073.220000 sec): 3 clusters
  Score: Raw -2383044.680259 + Penalty 3228.003329 = -2379816.676931
  nChanged 146
		SP:Iteration 14Q (12073.270000 sec): 3 clusters
  Score: Raw -2383125.435732 + Penalty 3228.003329 = -2379897.432404
  nChanged 100
		SP:Iteration 15Q (12073.320000 sec): 3 clusters
  Score: Raw -2383181.826797 + Penalty 3228.003329 = -2379953.823468
  nChanged 66
		SP:Iteration 16Q (12073.370000 sec): 3 clusters
  Score: Raw -2383221.515730 + Penalty 3228.003329 = -2379993.512401
  nChanged 51
		SP:Iteration 17Q (12073.420000 sec): 3 clusters
  Score: Raw -2383247.714708 + Penalty 3228.003329 = -2380019.711379
  nChanged 38
		SP:Iteration 18Q (12073.460000 sec): 3 clusters
  Score: Raw -2383266.066013 + Penalty 3228.003329 = -2380038.062684
  nChanged 25
		SP:Iteration 19Q (12073.510000 sec): 3 clusters
  Score: Raw -2383276.875643 + Penalty 3228.003329 = -2380048.872314
  nChanged 21
		SP:Iteration 20F (12073.560000 sec): 3 clusters
  Score: Raw -2383286.818521 + Penalty 3228.003329 = -2380058.815192
  nChanged 11
		SP:Iteration 21Q (12073.610000 sec): 3 clusters
  Score: Raw -2383291.777101 + Penalty 3228.003329 = -2380063.773772
  nChanged 5
		SP:Iteration 22Q (12073.660000 sec): 3 clusters
  Score: Raw -2383294.185145 + Penalty 3228.003329 = -2380066.181816
  nChanged 3
		SP:Iteration 23Q (12073.700000 sec): 3 clusters
  Score: Raw -2383295.277984 + Penalty 3228.003329 = -2380067.274655
  nChanged 4
		SP:Iteration 24Q (12073.750000 sec): 3 clusters
  Score: Raw -2383298.094171 + Penalty 3228.003329 = -2380070.090843
  nChanged 3
		SP:Iteration 25Q (12073.790000 sec): 3 clusters
  Score: Raw -2383298.953663 + Penalty 3228.003329 = -2380070.950334
  nChanged 2
		SP:Iteration 26Q (12073.840000 sec): 3 clusters
  Score: Raw -2383299.704610 + Penalty 3228.003329 = -2380071.701282
  nChanged 2
		SP:Iteration 27Q (12073.880000 sec): 3 clusters
  Score: Raw -2383300.952121 + Penalty 3228.003329 = -2380072.948792
  nChanged 4
		SP:Iteration 28Q (12073.930000 sec): 3 clusters
  Score: Raw -2383303.089944 + Penalty 3228.003329 = -2380075.086615
  nChanged 4
		SP:Iteration 29Q (12073.970000 sec): 3 clusters
  Score: Raw -2383304.305542 + Penalty 3228.003329 = -2380076.302213
  nChanged 1
		SP:Iteration 30Q (12074.020000 sec): 3 clusters
  Score: Raw -2383304.814978 + Penalty 3228.003329 = -2380076.811650
  nChanged 1
		SP:Iteration 31Q (12074.060000 sec): 3 clusters
  Score: Raw -2383305.396070 + Penalty 3228.003329 = -2380077.392742
  nChanged 0
		SP:Iteration 32F (12074.110000 sec): 3 clusters
  Score: Raw -2383305.396070 + Penalty 3228.003329 = -2380077.392742
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12074.150000 sec): 2 clusters
  Score: Raw -1259700.763453 + Penalty 1505.673076 = -1258195.090377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12074.180000 sec): 3 clusters
  Score: Raw -1253646.656288 + Penalty 3011.346152 = -1250635.310136
  nChanged 4604
		SP:Iteration 1F (12074.200000 sec): 3 clusters
  Score: Raw -1256066.761232 + Penalty 3011.346152 = -1253055.415080
  nChanged 569
		SP:Iteration 2F (12074.230000 sec): 3 clusters
  Score: Raw -1256286.786162 + Penalty 3011.346152 = -1253275.440010
  nChanged 470
		SP:Iteration 3Q (12074.260000 sec): 3 clusters
  Score: Raw -1256474.623143 + Penalty 3011.346152 = -1253463.276992
  nChanged 454
		SP:Iteration 4Q (12074.280000 sec): 3 clusters
  Score: Raw -1256681.165285 + Penalty 3011.346152 = -1253669.819133
  nChanged 478
		SP:Iteration 5Q (12074.310000 sec): 3 clusters
  Score: Raw -1256937.039336 + Penalty 3011.346152 = -1253925.693185
  nChanged 477
		SP:Iteration 6Q (12074.340000 sec): 3 clusters
  Score: Raw -1257222.887451 + Penalty 3011.346152 = -1254211.541300
  nChanged 528
		SP:Iteration 7Q (12074.360000 sec): 3 clusters
  Score: Raw -1257568.612812 + Penalty 3011.346152 = -1254557.266660
  nChanged 575
		SP:Iteration 8F (12074.390000 sec): 3 clusters
  Score: Raw -1257980.179184 + Penalty 3011.346152 = -1254968.833032
  nChanged 582
		SP:Iteration 9F (12074.420000 sec): 3 clusters
  Score: Raw -1258422.122642 + Penalty 3011.346152 = -1255410.776490
  nChanged 510
		SP:Iteration 10Q (12074.450000 sec): 3 clusters
  Score: Raw -1258842.647876 + Penalty 3011.346152 = -1255831.301724
  nChanged 450
		SP:Iteration 11Q (12074.470000 sec): 3 clusters
  Score: Raw -1259221.345094 + Penalty 3011.346152 = -1256209.998942
  nChanged 335
		SP:Iteration 12Q (12074.500000 sec): 3 clusters
  Score: Raw -1259480.143263 + Penalty 3011.346152 = -1256468.797111
  nChanged 250
		SP:Iteration 13Q (12074.520000 sec): 3 clusters
  Score: Raw -1259633.819947 + Penalty 3011.346152 = -1256622.473796
  nChanged 205
		SP:Iteration 14Q (12074.550000 sec): 3 clusters
  Score: Raw -1259758.312076 + Penalty 3011.346152 = -1256746.965924
  nChanged 175
		SP:Iteration 15Q (12074.570000 sec): 3 clusters
  Score: Raw -1259865.164130 + Penalty 3011.346152 = -1256853.817978
  nChanged 134
		SP:Iteration 16Q (12074.590000 sec): 3 clusters
  Score: Raw -1259940.563724 + Penalty 3011.346152 = -1256929.217572
  nChanged 109
		SP:Iteration 17Q (12074.620000 sec): 3 clusters
  Score: Raw -1260004.135115 + Penalty 3011.346152 = -1256992.788964
  nChanged 88
		SP:Iteration 18Q (12074.640000 sec): 3 clusters
  Score: Raw -1260053.078009 + Penalty 3011.346152 = -1257041.731858
  nChanged 77
		SP:Iteration 19Q (12074.660000 sec): 3 clusters
  Score: Raw -1260089.999070 + Penalty 3011.346152 = -1257078.652919
  nChanged 76
		SP:Iteration 20F (12074.690000 sec): 3 clusters
  Score: Raw -1260130.206158 + Penalty 3011.346152 = -1257118.860006
  nChanged 63
		SP:Iteration 21Q (12074.710000 sec): 3 clusters
  Score: Raw -1260168.378736 + Penalty 3011.346152 = -1257157.032585
  nChanged 62
		SP:Iteration 22Q (12074.730000 sec): 3 clusters
  Score: Raw -1260205.634926 + Penalty 3011.346152 = -1257194.288774
  nChanged 51
		SP:Iteration 23Q (12074.750000 sec): 3 clusters
  Score: Raw -1260239.089778 + Penalty 3011.346152 = -1257227.743626
  nChanged 55
		SP:Iteration 24Q (12074.770000 sec): 3 clusters
  Score: Raw -1260277.465769 + Penalty 3011.346152 = -1257266.119618
  nChanged 46
		SP:Iteration 25Q (12074.790000 sec): 3 clusters
  Score: Raw -1260308.811664 + Penalty 3011.346152 = -1257297.465513
  nChanged 48
		SP:Iteration 26Q (12074.810000 sec): 3 clusters
  Score: Raw -1260342.906519 + Penalty 3011.346152 = -1257331.560367
  nChanged 42
		SP:Iteration 27Q (12074.830000 sec): 3 clusters
  Score: Raw -1260373.521389 + Penalty 3011.346152 = -1257362.175238
  nChanged 36
		SP:Iteration 28Q (12074.850000 sec): 3 clusters
  Score: Raw -1260398.836842 + Penalty 3011.346152 = -1257387.490690
  nChanged 26
		SP:Iteration 29Q (12074.870000 sec): 3 clusters
  Score: Raw -1260416.634050 + Penalty 3011.346152 = -1257405.287899
  nChanged 24
		SP:Iteration 30Q (12074.890000 sec): 3 clusters
  Score: Raw -1260427.020505 + Penalty 3011.346152 = -1257415.674353
  nChanged 17
		SP:Iteration 31Q (12074.910000 sec): 3 clusters
  Score: Raw -1260436.542151 + Penalty 3011.346152 = -1257425.195999
  nChanged 18
		SP:Iteration 32Q (12074.930000 sec): 3 clusters
  Score: Raw -1260448.369908 + Penalty 3011.346152 = -1257437.023756
  nChanged 18
		SP:Iteration 33Q (12074.950000 sec): 3 clusters
  Score: Raw -1260458.846182 + Penalty 3011.346152 = -1257447.500030
  nChanged 8
		SP:Iteration 34Q (12074.970000 sec): 3 clusters
  Score: Raw -1260462.865931 + Penalty 3011.346152 = -1257451.519779
  nChanged 5
		SP:Iteration 35Q (12074.990000 sec): 3 clusters
  Score: Raw -1260464.332015 + Penalty 3011.346152 = -1257452.985863
  nChanged 1
		SP:Iteration 36Q (12075.010000 sec): 3 clusters
  Score: Raw -1260464.683792 + Penalty 3011.346152 = -1257453.337640
  nChanged 2
		SP:Iteration 37Q (12075.030000 sec): 3 clusters
  Score: Raw -1260465.215681 + Penalty 3011.346152 = -1257453.869530
  nChanged 1
		SP:Iteration 38Q (12075.050000 sec): 3 clusters
  Score: Raw -1260465.412875 + Penalty 3011.346152 = -1257454.066723
  nChanged 1
		SP:Iteration 39Q (12075.070000 sec): 3 clusters
  Score: Raw -1260465.682635 + Penalty 3011.346152 = -1257454.336483
  nChanged 1
		SP:Iteration 40F (12075.100000 sec): 3 clusters
  Score: Raw -1260465.994055 + Penalty 3011.346152 = -1257454.647903
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12075.110000 sec): 2 clusters
  Score: Raw -366387.795182 + Penalty 1314.441178 = -365073.354003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12075.120000 sec): 3 clusters
  Score: Raw -364812.718928 + Penalty 2628.882356 = -362183.836572
  nChanged 1213
		SP:Iteration 1F (12075.130000 sec): 3 clusters
  Score: Raw -365544.162019 + Penalty 2628.882356 = -362915.279663
  nChanged 253
		SP:Iteration 2F (12075.140000 sec): 3 clusters
  Score: Raw -365721.420214 + Penalty 2628.882356 = -363092.537858
  nChanged 209
		SP:Iteration 3F (12075.140000 sec): 3 clusters
  Score: Raw -365853.057500 + Penalty 2628.882356 = -363224.175143
  nChanged 148
		SP:Iteration 4Q (12075.150000 sec): 3 clusters
  Score: Raw -365967.198234 + Penalty 2628.882356 = -363338.315878
  nChanged 156
		SP:Iteration 5Q (12075.160000 sec): 3 clusters
  Score: Raw -366101.789200 + Penalty 2628.882356 = -363472.906844
  nChanged 146
		SP:Iteration 6Q (12075.170000 sec): 3 clusters
  Score: Raw -366248.724742 + Penalty 2628.882356 = -363619.842385
  nChanged 153
		SP:Iteration 7Q (12075.180000 sec): 3 clusters
  Score: Raw -366426.927593 + Penalty 2628.882356 = -363798.045236
  nChanged 163
		SP:Iteration 8F (12075.180000 sec): 3 clusters
  Score: Raw -366612.673505 + Penalty 2628.882356 = -363983.791149
  nChanged 143
		SP:Iteration 9Q (12075.190000 sec): 3 clusters
  Score: Raw -366755.249929 + Penalty 2628.882356 = -364126.367572
  nChanged 107
		SP:Iteration 10Q (12075.200000 sec): 3 clusters
  Score: Raw -366852.891068 + Penalty 2628.882356 = -364224.008712
  nChanged 79
		SP:Iteration 11Q (12075.200000 sec): 3 clusters
  Score: Raw -366908.152762 + Penalty 2628.882356 = -364279.270405
  nChanged 77
		SP:Iteration 12Q (12075.210000 sec): 3 clusters
  Score: Raw -366967.844983 + Penalty 2628.882356 = -364338.962627
  nChanged 69
		SP:Iteration 13Q (12075.220000 sec): 3 clusters
  Score: Raw -367013.988102 + Penalty 2628.882356 = -364385.105746
  nChanged 40
		SP:Iteration 14Q (12075.230000 sec): 3 clusters
  Score: Raw -367031.035936 + Penalty 2628.882356 = -364402.153579
  nChanged 25
		SP:Iteration 15Q (12075.240000 sec): 3 clusters
  Score: Raw -367044.540893 + Penalty 2628.882356 = -364415.658536
  nChanged 20
		SP:Iteration 16Q (12075.240000 sec): 3 clusters
  Score: Raw -367052.404504 + Penalty 2628.882356 = -364423.522147
  nChanged 15
		SP:Iteration 17Q (12075.250000 sec): 3 clusters
  Score: Raw -367057.492892 + Penalty 2628.882356 = -364428.610536
  nChanged 9
		SP:Iteration 18Q (12075.260000 sec): 3 clusters
  Score: Raw -367061.541905 + Penalty 2628.882356 = -364432.659549
  nChanged 5
		SP:Iteration 19Q (12075.260000 sec): 3 clusters
  Score: Raw -367063.114181 + Penalty 2628.882356 = -364434.231825
  nChanged 2
		SP:Iteration 20F (12075.270000 sec): 3 clusters
  Score: Raw -367063.728358 + Penalty 2628.882356 = -364434.846002
  nChanged 1
		SP:Iteration 21Q (12075.280000 sec): 3 clusters
  Score: Raw -367064.422687 + Penalty 2628.882356 = -364435.540331
  nChanged 2
		SP:Iteration 22Q (12075.280000 sec): 3 clusters
  Score: Raw -367064.920515 + Penalty 2628.882356 = -364436.038158
  nChanged 1
		SP:Iteration 23Q (12075.290000 sec): 3 clusters
  Score: Raw -367065.154347 + Penalty 2628.882356 = -364436.271991
  nChanged 1
		SP:Iteration 24Q (12075.300000 sec): 3 clusters
  Score: Raw -367065.457620 + Penalty 2628.882356 = -364436.575263
  nChanged 0
		SP:Iteration 25F (12075.310000 sec): 3 clusters
  Score: Raw -367065.457620 + Penalty 2628.882356 = -364436.575263
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12075.460000 sec): 2 clusters
  Score: Raw -5889174.123199 + Penalty 1756.492131 = -5887417.631068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12075.590000 sec): 3 clusters
  Score: Raw -5857948.012347 + Penalty 3512.984262 = -5854435.028084
  nChanged 23163
		SP:Iteration 1F (12075.720000 sec): 3 clusters
  Score: Raw -5870862.618235 + Penalty 3512.984262 = -5867349.633973
  nChanged 1735
		SP:Iteration 2Q (12075.860000 sec): 3 clusters
  Score: Raw -5871278.282830 + Penalty 3512.984262 = -5867765.298567
  nChanged 1651
		SP:Iteration 3Q (12076.000000 sec): 3 clusters
  Score: Raw -5871674.024966 + Penalty 3512.984262 = -5868161.040704
  nChanged 1597
		SP:Iteration 4Q (12076.130000 sec): 3 clusters
  Score: Raw -5872084.197047 + Penalty 3512.984262 = -5868571.212785
  nChanged 1574
		SP:Iteration 5Q (12076.270000 sec): 3 clusters
  Score: Raw -5872558.507768 + Penalty 3512.984262 = -5869045.523506
  nChanged 1749
		SP:Iteration 6Q (12076.410000 sec): 3 clusters
  Score: Raw -5873233.612546 + Penalty 3512.984262 = -5869720.628284
  nChanged 2115
		SP:Iteration 7Q (12076.540000 sec): 3 clusters
  Score: Raw -5874265.296453 + Penalty 3512.984262 = -5870752.312190
  nChanged 2510
		SP:Iteration 8F (12076.670000 sec): 3 clusters
  Score: Raw -5875828.249836 + Penalty 3512.984262 = -5872315.265574
  nChanged 2841
		SP:Iteration 9F (12076.800000 sec): 3 clusters
  Score: Raw -5877963.240682 + Penalty 3512.984262 = -5874450.256420
  nChanged 2833
		SP:Iteration 10F (12076.940000 sec): 3 clusters
  Score: Raw -5880207.857812 + Penalty 3512.984262 = -5876694.873550
  nChanged 2396
		SP:Iteration 11Q (12077.070000 sec): 3 clusters
  Score: Raw -5881917.717923 + Penalty 3512.984262 = -5878404.733661
  nChanged 1813
		SP:Iteration 12Q (12077.200000 sec): 3 clusters
  Score: Raw -5882953.329346 + Penalty 3512.984262 = -5879440.345084
  nChanged 1364
		SP:Iteration 13Q (12077.320000 sec): 3 clusters
  Score: Raw -5883682.741782 + Penalty 3512.984262 = -5880169.757520
  nChanged 1198
		SP:Iteration 14Q (12077.440000 sec): 3 clusters
  Score: Raw -5884359.065587 + Penalty 3512.984262 = -5880846.081325
  nChanged 1171
		SP:Iteration 15Q (12077.550000 sec): 3 clusters
  Score: Raw -5885032.523834 + Penalty 3512.984262 = -5881519.539572
  nChanged 1051
		SP:Iteration 16Q (12077.660000 sec): 3 clusters
  Score: Raw -5885649.801318 + Penalty 3512.984262 = -5882136.817056
  nChanged 949
		SP:Iteration 17Q (12077.770000 sec): 3 clusters
  Score: Raw -5886246.252842 + Penalty 3512.984262 = -5882733.268580
  nChanged 868
		SP:Iteration 18Q (12077.880000 sec): 3 clusters
  Score: Raw -5886813.759009 + Penalty 3512.984262 = -5883300.774746
  nChanged 807
		SP:Iteration 19Q (12077.980000 sec): 3 clusters
  Score: Raw -5887389.863699 + Penalty 3512.984262 = -5883876.879436
  nChanged 696
		SP:Iteration 20F (12078.120000 sec): 3 clusters
  Score: Raw -5887923.202044 + Penalty 3512.984262 = -5884410.217782
  nChanged 571
		SP:Iteration 21Q (12078.220000 sec): 3 clusters
  Score: Raw -5888371.214641 + Penalty 3512.984262 = -5884858.230379
  nChanged 416
		SP:Iteration 22Q (12078.310000 sec): 3 clusters
  Score: Raw -5888703.213989 + Penalty 3512.984262 = -5885190.229727
  nChanged 298
		SP:Iteration 23Q (12078.410000 sec): 3 clusters
  Score: Raw -5888941.457030 + Penalty 3512.984262 = -5885428.472768
  nChanged 186
		SP:Iteration 24Q (12078.500000 sec): 3 clusters
  Score: Raw -5889090.801788 + Penalty 3512.984262 = -5885577.817526
  nChanged 104
		SP:Iteration 25Q (12078.600000 sec): 3 clusters
  Score: Raw -5889183.103335 + Penalty 3512.984262 = -5885670.119073
  nChanged 68
		SP:Iteration 26Q (12078.700000 sec): 3 clusters
  Score: Raw -5889247.781343 + Penalty 3512.984262 = -5885734.797081
  nChanged 52
		SP:Iteration 27Q (12078.790000 sec): 3 clusters
  Score: Raw -5889300.604545 + Penalty 3512.984262 = -5885787.620282
  nChanged 36
		SP:Iteration 28Q (12078.880000 sec): 3 clusters
  Score: Raw -5889336.017519 + Penalty 3512.984262 = -5885823.033257
  nChanged 19
		SP:Iteration 29Q (12078.980000 sec): 3 clusters
  Score: Raw -5889354.425771 + Penalty 3512.984262 = -5885841.441509
  nChanged 15
		SP:Iteration 30Q (12079.070000 sec): 3 clusters
  Score: Raw -5889368.434438 + Penalty 3512.984262 = -5885855.450176
  nChanged 12
		SP:Iteration 31Q (12079.160000 sec): 3 clusters
  Score: Raw -5889377.976906 + Penalty 3512.984262 = -5885864.992643
  nChanged 5
		SP:Iteration 32Q (12079.260000 sec): 3 clusters
  Score: Raw -5889382.561992 + Penalty 3512.984262 = -5885869.577730
  nChanged 4
		SP:Iteration 33Q (12079.350000 sec): 3 clusters
  Score: Raw -5889384.903354 + Penalty 3512.984262 = -5885871.919092
  nChanged 1
		SP:Iteration 34Q (12079.440000 sec): 3 clusters
  Score: Raw -5889385.828776 + Penalty 3512.984262 = -5885872.844514
  nChanged 1
		SP:Iteration 35Q (12079.530000 sec): 3 clusters
  Score: Raw -5889386.861417 + Penalty 3512.984262 = -5885873.877155
  nChanged 0
		SP:Iteration 36F (12079.660000 sec): 3 clusters
  Score: Raw -5889386.861417 + Penalty 3512.984262 = -5885873.877155
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12079.720000 sec): 2 clusters
  Score: Raw -1264800.989222 + Penalty 1511.457572 = -1263289.531650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12079.740000 sec): 3 clusters
  Score: Raw -1258479.085344 + Penalty 3022.915144 = -1255456.170200
  nChanged 4792
		SP:Iteration 1F (12079.770000 sec): 3 clusters
  Score: Raw -1261156.393814 + Penalty 3022.915144 = -1258133.478670
  nChanged 729
		SP:Iteration 2F (12079.800000 sec): 3 clusters
  Score: Raw -1261511.180171 + Penalty 3022.915144 = -1258488.265026
  nChanged 633
		SP:Iteration 3F (12079.830000 sec): 3 clusters
  Score: Raw -1261876.183912 + Penalty 3022.915144 = -1258853.268767
  nChanged 610
		SP:Iteration 4F (12079.860000 sec): 3 clusters
  Score: Raw -1262221.613121 + Penalty 3022.915144 = -1259198.697976
  nChanged 635
		SP:Iteration 5F (12079.880000 sec): 3 clusters
  Score: Raw -1262627.241859 + Penalty 3022.915144 = -1259604.326714
  nChanged 657
		SP:Iteration 6F (12079.910000 sec): 3 clusters
  Score: Raw -1263073.285150 + Penalty 3022.915144 = -1260050.370006
  nChanged 612
		SP:Iteration 7F (12079.940000 sec): 3 clusters
  Score: Raw -1263496.881275 + Penalty 3022.915144 = -1260473.966131
  nChanged 580
		SP:Iteration 8F (12079.970000 sec): 3 clusters
  Score: Raw -1263847.157313 + Penalty 3022.915144 = -1260824.242169
  nChanged 473
		SP:Iteration 9Q (12080.000000 sec): 3 clusters
  Score: Raw -1264077.057205 + Penalty 3022.915144 = -1261054.142061
  nChanged 419
		SP:Iteration 10Q (12080.020000 sec): 3 clusters
  Score: Raw -1264263.541275 + Penalty 3022.915144 = -1261240.626131
  nChanged 332
		SP:Iteration 11Q (12080.050000 sec): 3 clusters
  Score: Raw -1264370.086959 + Penalty 3022.915144 = -1261347.171814
  nChanged 212
		SP:Iteration 12Q (12080.080000 sec): 3 clusters
  Score: Raw -1264421.376015 + Penalty 3022.915144 = -1261398.460871
  nChanged 137
		SP:Iteration 13Q (12080.100000 sec): 3 clusters
  Score: Raw -1264445.936102 + Penalty 3022.915144 = -1261423.020957
  nChanged 96
		SP:Iteration 14Q (12080.130000 sec): 3 clusters
  Score: Raw -1264459.903551 + Penalty 3022.915144 = -1261436.988406
  nChanged 69
		SP:Iteration 15Q (12080.160000 sec): 3 clusters
  Score: Raw -1264468.244116 + Penalty 3022.915144 = -1261445.328972
  nChanged 51
		SP:Iteration 16Q (12080.190000 sec): 3 clusters
  Score: Raw -1264473.183599 + Penalty 3022.915144 = -1261450.268455
  nChanged 26
		SP:Iteration 17Q (12080.220000 sec): 3 clusters
  Score: Raw -1264475.705419 + Penalty 3022.915144 = -1261452.790274
  nChanged 19
		SP:Iteration 18Q (12080.240000 sec): 3 clusters
  Score: Raw -1264477.778625 + Penalty 3022.915144 = -1261454.863481
  nChanged 20
		SP:Iteration 19Q (12080.270000 sec): 3 clusters
  Score: Raw -1264479.537738 + Penalty 3022.915144 = -1261456.622594
  nChanged 17
		SP:Iteration 20F (12080.300000 sec): 3 clusters
  Score: Raw -1264480.731472 + Penalty 3022.915144 = -1261457.816328
  nChanged 9
		SP:Iteration 21Q (12080.320000 sec): 3 clusters
  Score: Raw -1264481.396989 + Penalty 3022.915144 = -1261458.481844
  nChanged 6
		SP:Iteration 22Q (12080.350000 sec): 3 clusters
  Score: Raw -1264481.933650 + Penalty 3022.915144 = -1261459.018506
  nChanged 8
		SP:Iteration 23Q (12080.380000 sec): 3 clusters
  Score: Raw -1264482.461495 + Penalty 3022.915144 = -1261459.546350
  nChanged 7
		SP:Iteration 24Q (12080.410000 sec): 3 clusters
  Score: Raw -1264483.116375 + Penalty 3022.915144 = -1261460.201231
  nChanged 9
		SP:Iteration 25Q (12080.440000 sec): 3 clusters
  Score: Raw -1264483.891522 + Penalty 3022.915144 = -1261460.976377
  nChanged 7
		SP:Iteration 26Q (12080.460000 sec): 3 clusters
  Score: Raw -1264484.494258 + Penalty 3022.915144 = -1261461.579113
  nChanged 4
		SP:Iteration 27Q (12080.490000 sec): 3 clusters
  Score: Raw -1264484.770899 + Penalty 3022.915144 = -1261461.855754
  nChanged 4
		SP:Iteration 28Q (12080.520000 sec): 3 clusters
  Score: Raw -1264485.032145 + Penalty 3022.915144 = -1261462.117001
  nChanged 2
		SP:Iteration 29Q (12080.540000 sec): 3 clusters
  Score: Raw -1264485.104771 + Penalty 3022.915144 = -1261462.189627
  nChanged 2
		SP:Iteration 30Q (12080.570000 sec): 3 clusters
  Score: Raw -1264485.226499 + Penalty 3022.915144 = -1261462.311354
  nChanged 2
		SP:Iteration 31Q (12080.600000 sec): 3 clusters
  Score: Raw -1264485.326087 + Penalty 3022.915144 = -1261462.410943
  nChanged 1
		SP:Iteration 32Q (12080.620000 sec): 3 clusters
  Score: Raw -1264485.376957 + Penalty 3022.915144 = -1261462.461813
  nChanged 0
		SP:Iteration 33F (12080.650000 sec): 3 clusters
  Score: Raw -1264485.376957 + Penalty 3022.915144 = -1261462.461813
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12080.660000 sec): 2 clusters
  Score: Raw -193257.234699 + Penalty 1213.818803 = -192043.415896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12080.670000 sec): 3 clusters
  Score: Raw -192536.147703 + Penalty 2427.637606 = -190108.510096
  nChanged 604
		SP:Iteration 1F (12080.670000 sec): 3 clusters
  Score: Raw -193005.036103 + Penalty 2427.637606 = -190577.398497
  nChanged 156
		SP:Iteration 2F (12080.680000 sec): 3 clusters
  Score: Raw -193132.042063 + Penalty 2427.637606 = -190704.404457
  nChanged 89
		SP:Iteration 3F (12080.680000 sec): 3 clusters
  Score: Raw -193201.047098 + Penalty 2427.637606 = -190773.409492
  nChanged 69
		SP:Iteration 4Q (12080.680000 sec): 3 clusters
  Score: Raw -193263.048677 + Penalty 2427.637606 = -190835.411071
  nChanged 47
		SP:Iteration 5Q (12080.690000 sec): 3 clusters
  Score: Raw -193294.992143 + Penalty 2427.637606 = -190867.354536
  nChanged 42
		SP:Iteration 6Q (12080.690000 sec): 3 clusters
  Score: Raw -193330.090568 + Penalty 2427.637606 = -190902.452962
  nChanged 40
		SP:Iteration 7Q (12080.700000 sec): 3 clusters
  Score: Raw -193366.020899 + Penalty 2427.637606 = -190938.383292
  nChanged 41
		SP:Iteration 8Q (12080.700000 sec): 3 clusters
  Score: Raw -193403.753329 + Penalty 2427.637606 = -190976.115723
  nChanged 43
		SP:Iteration 9Q (12080.700000 sec): 3 clusters
  Score: Raw -193438.472839 + Penalty 2427.637606 = -191010.835232
  nChanged 35
		SP:Iteration 10Q (12080.710000 sec): 3 clusters
  Score: Raw -193460.753597 + Penalty 2427.637606 = -191033.115991
  nChanged 22
		SP:Iteration 11Q (12080.720000 sec): 3 clusters
  Score: Raw -193478.844102 + Penalty 2427.637606 = -191051.206496
  nChanged 21
		SP:Iteration 12Q (12080.720000 sec): 3 clusters
  Score: Raw -193493.243949 + Penalty 2427.637606 = -191065.606343
  nChanged 22
		SP:Iteration 13Q (12080.720000 sec): 3 clusters
  Score: Raw -193508.585503 + Penalty 2427.637606 = -191080.947897
  nChanged 17
		SP:Iteration 14Q (12080.730000 sec): 3 clusters
  Score: Raw -193524.153574 + Penalty 2427.637606 = -191096.515968
  nChanged 27
		SP:Iteration 15Q (12080.730000 sec): 3 clusters
  Score: Raw -193546.202471 + Penalty 2427.637606 = -191118.564865
  nChanged 28
		SP:Iteration 16Q (12080.740000 sec): 3 clusters
  Score: Raw -193568.601993 + Penalty 2427.637606 = -191140.964386
  nChanged 20
		SP:Iteration 17Q (12080.740000 sec): 3 clusters
  Score: Raw -193585.506471 + Penalty 2427.637606 = -191157.868864
  nChanged 18
		SP:Iteration 18Q (12080.740000 sec): 3 clusters
  Score: Raw -193596.077781 + Penalty 2427.637606 = -191168.440175
  nChanged 8
		SP:Iteration 19Q (12080.750000 sec): 3 clusters
  Score: Raw -193602.934230 + Penalty 2427.637606 = -191175.296624
  nChanged 12
		SP:Iteration 20F (12080.750000 sec): 3 clusters
  Score: Raw -193614.859486 + Penalty 2427.637606 = -191187.221880
  nChanged 15
		SP:Iteration 21Q (12080.760000 sec): 3 clusters
  Score: Raw -193624.953985 + Penalty 2427.637606 = -191197.316379
  nChanged 8
		SP:Iteration 22Q (12080.760000 sec): 3 clusters
  Score: Raw -193630.786127 + Penalty 2427.637606 = -191203.148520
  nChanged 7
		SP:Iteration 23Q (12080.760000 sec): 3 clusters
  Score: Raw -193638.949867 + Penalty 2427.637606 = -191211.312261
  nChanged 7
		SP:Iteration 24Q (12080.770000 sec): 3 clusters
  Score: Raw -193646.561286 + Penalty 2427.637606 = -191218.923680
  nChanged 5
		SP:Iteration 25Q (12080.770000 sec): 3 clusters
  Score: Raw -193651.533139 + Penalty 2427.637606 = -191223.895533
  nChanged 7
		SP:Iteration 26Q (12080.780000 sec): 3 clusters
  Score: Raw -193659.101065 + Penalty 2427.637606 = -191231.463458
  nChanged 8
		SP:Iteration 27Q (12080.780000 sec): 3 clusters
  Score: Raw -193669.552408 + Penalty 2427.637606 = -191241.914802
  nChanged 13
		SP:Iteration 28Q (12080.780000 sec): 3 clusters
  Score: Raw -193684.472980 + Penalty 2427.637606 = -191256.835373
  nChanged 7
		SP:Iteration 29Q (12080.790000 sec): 3 clusters
  Score: Raw -193689.123686 + Penalty 2427.637606 = -191261.486080
  nChanged 9
		SP:Iteration 30Q (12080.790000 sec): 3 clusters
  Score: Raw -193697.506479 + Penalty 2427.637606 = -191269.868872
  nChanged 9
		SP:Iteration 31Q (12080.800000 sec): 3 clusters
  Score: Raw -193702.634593 + Penalty 2427.637606 = -191274.996987
  nChanged 3
		SP:Iteration 32Q (12080.800000 sec): 3 clusters
  Score: Raw -193706.865572 + Penalty 2427.637606 = -191279.227965
  nChanged 4
		SP:Iteration 33Q (12080.800000 sec): 3 clusters
  Score: Raw -193708.625923 + Penalty 2427.637606 = -191280.988317
  nChanged 3
		SP:Iteration 34Q (12080.810000 sec): 3 clusters
  Score: Raw -193710.851328 + Penalty 2427.637606 = -191283.213721
  nChanged 5
		SP:Iteration 35Q (12080.810000 sec): 3 clusters
  Score: Raw -193713.658592 + Penalty 2427.637606 = -191286.020986
  nChanged 6
		SP:Iteration 36Q (12080.820000 sec): 3 clusters
  Score: Raw -193716.655376 + Penalty 2427.637606 = -191289.017770
  nChanged 5
		SP:Iteration 37Q (12080.820000 sec): 3 clusters
  Score: Raw -193718.490747 + Penalty 2427.637606 = -191290.853140
  nChanged 4
		SP:Iteration 38Q (12080.820000 sec): 3 clusters
  Score: Raw -193719.886626 + Penalty 2427.637606 = -191292.249020
  nChanged 1
		SP:Iteration 39Q (12080.830000 sec): 3 clusters
  Score: Raw -193720.247590 + Penalty 2427.637606 = -191292.609984
  nChanged 0
		SP:Iteration 40F (12080.840000 sec): 3 clusters
  Score: Raw -193720.247590 + Penalty 2427.637606 = -191292.609984
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12080.920000 sec): 2 clusters
  Score: Raw -3155595.909510 + Penalty 1659.867417 = -3153936.042093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12080.990000 sec): 3 clusters
  Score: Raw -3138930.267859 + Penalty 3319.734833 = -3135610.533026
  nChanged 12477
		SP:Iteration 1F (12081.070000 sec): 3 clusters
  Score: Raw -3145907.773468 + Penalty 3319.734833 = -3142588.038634
  nChanged 1386
		SP:Iteration 2F (12081.140000 sec): 3 clusters
  Score: Raw -3146469.242543 + Penalty 3319.734833 = -3143149.507709
  nChanged 1439
		SP:Iteration 3F (12081.210000 sec): 3 clusters
  Score: Raw -3147155.563087 + Penalty 3319.734833 = -3143835.828254
  nChanged 1504
		SP:Iteration 4F (12081.280000 sec): 3 clusters
  Score: Raw -3147966.666293 + Penalty 3319.734833 = -3144646.931459
  nChanged 1591
		SP:Iteration 5F (12081.360000 sec): 3 clusters
  Score: Raw -3148818.097014 + Penalty 3319.734833 = -3145498.362181
  nChanged 1568
		SP:Iteration 6F (12081.430000 sec): 3 clusters
  Score: Raw -3149604.264618 + Penalty 3319.734833 = -3146284.529784
  nChanged 1497
		SP:Iteration 7F (12081.500000 sec): 3 clusters
  Score: Raw -3150392.235889 + Penalty 3319.734833 = -3147072.501056
  nChanged 1373
		SP:Iteration 8F (12081.570000 sec): 3 clusters
  Score: Raw -3151123.869745 + Penalty 3319.734833 = -3147804.134911
  nChanged 1216
		SP:Iteration 9Q (12081.640000 sec): 3 clusters
  Score: Raw -3151865.172061 + Penalty 3319.734833 = -3148545.437228
  nChanged 1156
		SP:Iteration 10Q (12081.720000 sec): 3 clusters
  Score: Raw -3152706.160971 + Penalty 3319.734833 = -3149386.426138
  nChanged 1076
		SP:Iteration 11Q (12081.790000 sec): 3 clusters
  Score: Raw -3153649.296387 + Penalty 3319.734833 = -3150329.561553
  nChanged 1000
		SP:Iteration 12Q (12081.870000 sec): 3 clusters
  Score: Raw -3154529.672818 + Penalty 3319.734833 = -3151209.937985
  nChanged 845
		SP:Iteration 13Q (12081.930000 sec): 3 clusters
  Score: Raw -3155199.251029 + Penalty 3319.734833 = -3151879.516195
  nChanged 616
		SP:Iteration 14Q (12082.000000 sec): 3 clusters
  Score: Raw -3155631.730831 + Penalty 3319.734833 = -3152311.995997
  nChanged 454
		SP:Iteration 15Q (12082.070000 sec): 3 clusters
  Score: Raw -3155854.949310 + Penalty 3319.734833 = -3152535.214477
  nChanged 331
		SP:Iteration 16Q (12082.130000 sec): 3 clusters
  Score: Raw -3155990.698745 + Penalty 3319.734833 = -3152670.963912
  nChanged 278
		SP:Iteration 17Q (12082.190000 sec): 3 clusters
  Score: Raw -3156096.319392 + Penalty 3319.734833 = -3152776.584559
  nChanged 230
		SP:Iteration 18Q (12082.260000 sec): 3 clusters
  Score: Raw -3156173.336259 + Penalty 3319.734833 = -3152853.601426
  nChanged 209
		SP:Iteration 19Q (12082.320000 sec): 3 clusters
  Score: Raw -3156240.366090 + Penalty 3319.734833 = -3152920.631257
  nChanged 191
		SP:Iteration 20F (12082.390000 sec): 3 clusters
  Score: Raw -3156300.198092 + Penalty 3319.734833 = -3152980.463259
  nChanged 192
		SP:Iteration 21Q (12082.450000 sec): 3 clusters
  Score: Raw -3156359.670543 + Penalty 3319.734833 = -3153039.935710
  nChanged 148
		SP:Iteration 22Q (12082.510000 sec): 3 clusters
  Score: Raw -3156398.908022 + Penalty 3319.734833 = -3153079.173188
  nChanged 134
		SP:Iteration 23Q (12082.570000 sec): 3 clusters
  Score: Raw -3156433.767497 + Penalty 3319.734833 = -3153114.032663
  nChanged 125
		SP:Iteration 24Q (12082.630000 sec): 3 clusters
  Score: Raw -3156464.511146 + Penalty 3319.734833 = -3153144.776313
  nChanged 110
		SP:Iteration 25Q (12082.690000 sec): 3 clusters
  Score: Raw -3156490.139879 + Penalty 3319.734833 = -3153170.405045
  nChanged 95
		SP:Iteration 26Q (12082.750000 sec): 3 clusters
  Score: Raw -3156518.017582 + Penalty 3319.734833 = -3153198.282748
  nChanged 103
		SP:Iteration 27Q (12082.810000 sec): 3 clusters
  Score: Raw -3156545.934241 + Penalty 3319.734833 = -3153226.199408
  nChanged 79
		SP:Iteration 28Q (12082.870000 sec): 3 clusters
  Score: Raw -3156563.176790 + Penalty 3319.734833 = -3153243.441957
  nChanged 70
		SP:Iteration 29Q (12082.930000 sec): 3 clusters
  Score: Raw -3156576.968209 + Penalty 3319.734833 = -3153257.233376
  nChanged 72
		SP:Iteration 30Q (12082.990000 sec): 3 clusters
  Score: Raw -3156589.512148 + Penalty 3319.734833 = -3153269.777314
  nChanged 62
		SP:Iteration 31Q (12083.050000 sec): 3 clusters
  Score: Raw -3156598.532461 + Penalty 3319.734833 = -3153278.797627
  nChanged 52
		SP:Iteration 32Q (12083.110000 sec): 3 clusters
  Score: Raw -3156605.922535 + Penalty 3319.734833 = -3153286.187701
  nChanged 47
		SP:Iteration 33Q (12083.170000 sec): 3 clusters
  Score: Raw -3156613.467531 + Penalty 3319.734833 = -3153293.732698
  nChanged 50
		SP:Iteration 34Q (12083.230000 sec): 3 clusters
  Score: Raw -3156620.771906 + Penalty 3319.734833 = -3153301.037072
  nChanged 42
		SP:Iteration 35Q (12083.290000 sec): 3 clusters
  Score: Raw -3156626.486070 + Penalty 3319.734833 = -3153306.751237
  nChanged 35
		SP:Iteration 36Q (12083.340000 sec): 3 clusters
  Score: Raw -3156632.210047 + Penalty 3319.734833 = -3153312.475214
  nChanged 38
		SP:Iteration 37Q (12083.400000 sec): 3 clusters
  Score: Raw -3156637.546839 + Penalty 3319.734833 = -3153317.812006
  nChanged 42
		SP:Iteration 38Q (12083.450000 sec): 3 clusters
  Score: Raw -3156643.698127 + Penalty 3319.734833 = -3153323.963294
  nChanged 31
		SP:Iteration 39Q (12083.510000 sec): 3 clusters
  Score: Raw -3156647.944169 + Penalty 3319.734833 = -3153328.209335
  nChanged 33
		SP:Iteration 40F (12083.580000 sec): 3 clusters
  Score: Raw -3156652.388331 + Penalty 3319.734833 = -3153332.653498
  nChanged 31
		SP:Iteration 41Q (12083.630000 sec): 3 clusters
  Score: Raw -3156656.486731 + Penalty 3319.734833 = -3153336.751897
  nChanged 32
		SP:Iteration 42Q (12083.690000 sec): 3 clusters
  Score: Raw -3156661.085682 + Penalty 3319.734833 = -3153341.350849
  nChanged 30
		SP:Iteration 43Q (12083.740000 sec): 3 clusters
  Score: Raw -3156665.190715 + Penalty 3319.734833 = -3153345.455882
  nChanged 31
		SP:Iteration 44Q (12083.800000 sec): 3 clusters
  Score: Raw -3156669.821873 + Penalty 3319.734833 = -3153350.087040
  nChanged 31
		SP:Iteration 45Q (12083.850000 sec): 3 clusters
  Score: Raw -3156674.152947 + Penalty 3319.734833 = -3153354.418113
  nChanged 27
		SP:Iteration 46Q (12083.910000 sec): 3 clusters
  Score: Raw -3156677.308559 + Penalty 3319.734833 = -3153357.573726
  nChanged 26
		SP:Iteration 47Q (12083.970000 sec): 3 clusters
  Score: Raw -3156681.223624 + Penalty 3319.734833 = -3153361.488791
  nChanged 20
		SP:Iteration 48Q (12084.020000 sec): 3 clusters
  Score: Raw -3156683.973044 + Penalty 3319.734833 = -3153364.238211
  nChanged 27
		SP:Iteration 49Q (12084.070000 sec): 3 clusters
  Score: Raw -3156687.927922 + Penalty 3319.734833 = -3153368.193088
  nChanged 21
		SP:Iteration 50Q (12084.130000 sec): 3 clusters
  Score: Raw -3156690.394997 + Penalty 3319.734833 = -3153370.660164
  nChanged 17
		SP:Iteration 51Q (12084.180000 sec): 3 clusters
  Score: Raw -3156692.336367 + Penalty 3319.734833 = -3153372.601533
  nChanged 18
		SP:Iteration 52Q (12084.240000 sec): 3 clusters
  Score: Raw -3156694.201782 + Penalty 3319.734833 = -3153374.466949
  nChanged 16
		SP:Iteration 53Q (12084.290000 sec): 3 clusters
  Score: Raw -3156696.537005 + Penalty 3319.734833 = -3153376.802171
  nChanged 13
		SP:Iteration 54Q (12084.350000 sec): 3 clusters
  Score: Raw -3156698.179071 + Penalty 3319.734833 = -3153378.444237
  nChanged 14
		SP:Iteration 55Q (12084.400000 sec): 3 clusters
  Score: Raw -3156699.783655 + Penalty 3319.734833 = -3153380.048822
  nChanged 11
		SP:Iteration 56Q (12084.460000 sec): 3 clusters
  Score: Raw -3156700.665372 + Penalty 3319.734833 = -3153380.930538
  nChanged 6
		SP:Iteration 57Q (12084.510000 sec): 3 clusters
  Score: Raw -3156701.122558 + Penalty 3319.734833 = -3153381.387724
  nChanged 2
		SP:Iteration 58Q (12084.570000 sec): 3 clusters
  Score: Raw -3156701.194722 + Penalty 3319.734833 = -3153381.459889
  nChanged 1
		SP:Iteration 59Q (12084.620000 sec): 3 clusters
  Score: Raw -3156701.362631 + Penalty 3319.734833 = -3153381.627797
  nChanged 1
		SP:Iteration 60F (12084.690000 sec): 3 clusters
  Score: Raw -3156701.439813 + Penalty 3319.734833 = -3153381.704980
  nChanged 1
		SP:Iteration 61Q (12084.750000 sec): 3 clusters
  Score: Raw -3156701.501041 + Penalty 3319.734833 = -3153381.766208
  nChanged 0
		SP:Iteration 62F (12084.810000 sec): 3 clusters
  Score: Raw -3156701.501041 + Penalty 3319.734833 = -3153381.766208
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12084.860000 sec): 2 clusters
  Score: Raw -1455290.563972 + Penalty 1546.155945 = -1453744.408027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12084.890000 sec): 3 clusters
  Score: Raw -1447351.916416 + Penalty 3092.311889 = -1444259.604527
  nChanged 6035
		SP:Iteration 1F (12084.930000 sec): 3 clusters
  Score: Raw -1450755.351230 + Penalty 3092.311889 = -1447663.039341
  nChanged 948
		SP:Iteration 2F (12084.960000 sec): 3 clusters
  Score: Raw -1451297.016929 + Penalty 3092.311889 = -1448204.705040
  nChanged 913
		SP:Iteration 3F (12084.990000 sec): 3 clusters
  Score: Raw -1451845.422853 + Penalty 3092.311889 = -1448753.110964
  nChanged 854
		SP:Iteration 4F (12085.020000 sec): 3 clusters
  Score: Raw -1452425.064886 + Penalty 3092.311889 = -1449332.752997
  nChanged 810
		SP:Iteration 5F (12085.060000 sec): 3 clusters
  Score: Raw -1452963.628233 + Penalty 3092.311889 = -1449871.316344
  nChanged 748
		SP:Iteration 6F (12085.090000 sec): 3 clusters
  Score: Raw -1453377.458883 + Penalty 3092.311889 = -1450285.146994
  nChanged 606
		SP:Iteration 7Q (12085.130000 sec): 3 clusters
  Score: Raw -1453698.462571 + Penalty 3092.311889 = -1450606.150682
  nChanged 517
		SP:Iteration 8Q (12085.160000 sec): 3 clusters
  Score: Raw -1453969.069095 + Penalty 3092.311889 = -1450876.757206
  nChanged 460
		SP:Iteration 9Q (12085.190000 sec): 3 clusters
  Score: Raw -1454204.451840 + Penalty 3092.311889 = -1451112.139951
  nChanged 426
		SP:Iteration 10Q (12085.230000 sec): 3 clusters
  Score: Raw -1454421.808101 + Penalty 3092.311889 = -1451329.496212
  nChanged 380
		SP:Iteration 11Q (12085.260000 sec): 3 clusters
  Score: Raw -1454611.104136 + Penalty 3092.311889 = -1451518.792247
  nChanged 355
		SP:Iteration 12Q (12085.290000 sec): 3 clusters
  Score: Raw -1454787.361004 + Penalty 3092.311889 = -1451695.049115
  nChanged 356
		SP:Iteration 13Q (12085.330000 sec): 3 clusters
  Score: Raw -1454960.462022 + Penalty 3092.311889 = -1451868.150133
  nChanged 327
		SP:Iteration 14Q (12085.360000 sec): 3 clusters
  Score: Raw -1455125.645948 + Penalty 3092.311889 = -1452033.334058
  nChanged 324
		SP:Iteration 15Q (12085.390000 sec): 3 clusters
  Score: Raw -1455299.085791 + Penalty 3092.311889 = -1452206.773902
  nChanged 265
		SP:Iteration 16Q (12085.420000 sec): 3 clusters
  Score: Raw -1455438.134005 + Penalty 3092.311889 = -1452345.822116
  nChanged 235
		SP:Iteration 17Q (12085.450000 sec): 3 clusters
  Score: Raw -1455567.567752 + Penalty 3092.311889 = -1452475.255863
  nChanged 212
		SP:Iteration 18Q (12085.480000 sec): 3 clusters
  Score: Raw -1455668.877270 + Penalty 3092.311889 = -1452576.565381
  nChanged 191
		SP:Iteration 19Q (12085.510000 sec): 3 clusters
  Score: Raw -1455750.621819 + Penalty 3092.311889 = -1452658.309930
  nChanged 174
		SP:Iteration 20F (12085.550000 sec): 3 clusters
  Score: Raw -1455820.717173 + Penalty 3092.311889 = -1452728.405283
  nChanged 138
		SP:Iteration 21Q (12085.580000 sec): 3 clusters
  Score: Raw -1455877.745792 + Penalty 3092.311889 = -1452785.433902
  nChanged 136
		SP:Iteration 22Q (12085.610000 sec): 3 clusters
  Score: Raw -1455934.401154 + Penalty 3092.311889 = -1452842.089265
  nChanged 112
		SP:Iteration 23Q (12085.630000 sec): 3 clusters
  Score: Raw -1455974.383119 + Penalty 3092.311889 = -1452882.071230
  nChanged 95
		SP:Iteration 24Q (12085.660000 sec): 3 clusters
  Score: Raw -1456004.227328 + Penalty 3092.311889 = -1452911.915438
  nChanged 74
		SP:Iteration 25Q (12085.690000 sec): 3 clusters
  Score: Raw -1456022.828117 + Penalty 3092.311889 = -1452930.516228
  nChanged 44
		SP:Iteration 26Q (12085.720000 sec): 3 clusters
  Score: Raw -1456032.747816 + Penalty 3092.311889 = -1452940.435927
  nChanged 36
		SP:Iteration 27Q (12085.750000 sec): 3 clusters
  Score: Raw -1456039.600934 + Penalty 3092.311889 = -1452947.289045
  nChanged 27
		SP:Iteration 28Q (12085.770000 sec): 3 clusters
  Score: Raw -1456044.350190 + Penalty 3092.311889 = -1452952.038301
  nChanged 21
		SP:Iteration 29Q (12085.810000 sec): 3 clusters
  Score: Raw -1456048.062985 + Penalty 3092.311889 = -1452955.751096
  nChanged 22
		SP:Iteration 30Q (12085.830000 sec): 3 clusters
  Score: Raw -1456053.732926 + Penalty 3092.311889 = -1452961.421037
  nChanged 25
		SP:Iteration 31Q (12085.860000 sec): 3 clusters
  Score: Raw -1456059.980351 + Penalty 3092.311889 = -1452967.668462
  nChanged 24
		SP:Iteration 32Q (12085.890000 sec): 3 clusters
  Score: Raw -1456065.190956 + Penalty 3092.311889 = -1452972.879067
  nChanged 23
		SP:Iteration 33Q (12085.910000 sec): 3 clusters
  Score: Raw -1456068.952229 + Penalty 3092.311889 = -1452976.640340
  nChanged 19
		SP:Iteration 34Q (12085.940000 sec): 3 clusters
  Score: Raw -1456071.504650 + Penalty 3092.311889 = -1452979.192761
  nChanged 13
		SP:Iteration 35Q (12085.980000 sec): 3 clusters
  Score: Raw -1456074.175599 + Penalty 3092.311889 = -1452981.863710
  nChanged 11
		SP:Iteration 36Q (12086.000000 sec): 3 clusters
  Score: Raw -1456076.572483 + Penalty 3092.311889 = -1452984.260593
  nChanged 10
		SP:Iteration 37Q (12086.030000 sec): 3 clusters
  Score: Raw -1456078.242937 + Penalty 3092.311889 = -1452985.931048
  nChanged 9
		SP:Iteration 38Q (12086.060000 sec): 3 clusters
  Score: Raw -1456079.418053 + Penalty 3092.311889 = -1452987.106164
  nChanged 6
		SP:Iteration 39Q (12086.090000 sec): 3 clusters
  Score: Raw -1456080.531191 + Penalty 3092.311889 = -1452988.219302
  nChanged 5
		SP:Iteration 40F (12086.120000 sec): 3 clusters
  Score: Raw -1456082.124389 + Penalty 3092.311889 = -1452989.812500
  nChanged 10
		SP:Iteration 41Q (12086.150000 sec): 3 clusters
  Score: Raw -1456084.269125 + Penalty 3092.311889 = -1452991.957236
  nChanged 8
		SP:Iteration 42Q (12086.180000 sec): 3 clusters
  Score: Raw -1456085.096710 + Penalty 3092.311889 = -1452992.784821
  nChanged 4
		SP:Iteration 43Q (12086.200000 sec): 3 clusters
  Score: Raw -1456085.511158 + Penalty 3092.311889 = -1452993.199269
  nChanged 2
		SP:Iteration 44Q (12086.230000 sec): 3 clusters
  Score: Raw -1456086.421330 + Penalty 3092.311889 = -1452994.109441
  nChanged 1
		SP:Iteration 45Q (12086.260000 sec): 3 clusters
  Score: Raw -1456086.623304 + Penalty 3092.311889 = -1452994.311415
  nChanged 1
		SP:Iteration 46Q (12086.290000 sec): 3 clusters
  Score: Raw -1456086.707404 + Penalty 3092.311889 = -1452994.395515
  nChanged 1
		SP:Iteration 47Q (12086.320000 sec): 3 clusters
  Score: Raw -1456086.826983 + Penalty 3092.311889 = -1452994.515094
  nChanged 3
		SP:Iteration 48Q (12086.340000 sec): 3 clusters
  Score: Raw -1456087.364125 + Penalty 3092.311889 = -1452995.052235
  nChanged 4
		SP:Iteration 49Q (12086.370000 sec): 3 clusters
  Score: Raw -1456088.044953 + Penalty 3092.311889 = -1452995.733064
  nChanged 2
		SP:Iteration 50Q (12086.400000 sec): 3 clusters
  Score: Raw -1456088.216379 + Penalty 3092.311889 = -1452995.904490
  nChanged 0
		SP:Iteration 51F (12086.430000 sec): 3 clusters
  Score: Raw -1456088.216379 + Penalty 3092.311889 = -1452995.904490
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12086.470000 sec): 2 clusters
  Score: Raw -1579633.253904 + Penalty 1548.853940 = -1578084.399964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12086.500000 sec): 3 clusters
  Score: Raw -1571549.314987 + Penalty 3097.707881 = -1568451.607106
  nChanged 6122
		SP:Iteration 1F (12086.540000 sec): 3 clusters
  Score: Raw -1575005.044386 + Penalty 3097.707881 = -1571907.336505
  nChanged 857
		SP:Iteration 2F (12086.570000 sec): 3 clusters
  Score: Raw -1575420.143892 + Penalty 3097.707881 = -1572322.436012
  nChanged 819
		SP:Iteration 3F (12086.600000 sec): 3 clusters
  Score: Raw -1575861.802497 + Penalty 3097.707881 = -1572764.094616
  nChanged 826
		SP:Iteration 4F (12086.640000 sec): 3 clusters
  Score: Raw -1576345.078490 + Penalty 3097.707881 = -1573247.370610
  nChanged 878
		SP:Iteration 5F (12086.670000 sec): 3 clusters
  Score: Raw -1576892.595616 + Penalty 3097.707881 = -1573794.887736
  nChanged 805
		SP:Iteration 6F (12086.700000 sec): 3 clusters
  Score: Raw -1577343.684275 + Penalty 3097.707881 = -1574245.976395
  nChanged 681
		SP:Iteration 7Q (12086.740000 sec): 3 clusters
  Score: Raw -1577685.101546 + Penalty 3097.707881 = -1574587.393665
  nChanged 582
		SP:Iteration 8Q (12086.770000 sec): 3 clusters
  Score: Raw -1577943.099252 + Penalty 3097.707881 = -1574845.391372
  nChanged 464
		SP:Iteration 9Q (12086.800000 sec): 3 clusters
  Score: Raw -1578143.642784 + Penalty 3097.707881 = -1575045.934904
  nChanged 407
		SP:Iteration 10Q (12086.840000 sec): 3 clusters
  Score: Raw -1578315.671476 + Penalty 3097.707881 = -1575217.963595
  nChanged 356
		SP:Iteration 11Q (12086.870000 sec): 3 clusters
  Score: Raw -1578463.867704 + Penalty 3097.707881 = -1575366.159823
  nChanged 335
		SP:Iteration 12Q (12086.900000 sec): 3 clusters
  Score: Raw -1578593.774014 + Penalty 3097.707881 = -1575496.066134
  nChanged 276
		SP:Iteration 13Q (12086.940000 sec): 3 clusters
  Score: Raw -1578706.780529 + Penalty 3097.707881 = -1575609.072649
  nChanged 258
		SP:Iteration 14Q (12086.970000 sec): 3 clusters
  Score: Raw -1578815.811556 + Penalty 3097.707881 = -1575718.103675
  nChanged 259
		SP:Iteration 15Q (12087.000000 sec): 3 clusters
  Score: Raw -1578938.936279 + Penalty 3097.707881 = -1575841.228398
  nChanged 242
		SP:Iteration 16Q (12087.040000 sec): 3 clusters
  Score: Raw -1579061.625810 + Penalty 3097.707881 = -1575963.917930
  nChanged 236
		SP:Iteration 17Q (12087.070000 sec): 3 clusters
  Score: Raw -1579187.040486 + Penalty 3097.707881 = -1576089.332606
  nChanged 213
		SP:Iteration 18Q (12087.100000 sec): 3 clusters
  Score: Raw -1579296.678315 + Penalty 3097.707881 = -1576198.970434
  nChanged 178
		SP:Iteration 19Q (12087.140000 sec): 3 clusters
  Score: Raw -1579387.871401 + Penalty 3097.707881 = -1576290.163520
  nChanged 145
		SP:Iteration 20F (12087.170000 sec): 3 clusters
  Score: Raw -1579464.146596 + Penalty 3097.707881 = -1576366.438715
  nChanged 116
		SP:Iteration 21Q (12087.200000 sec): 3 clusters
  Score: Raw -1579528.863496 + Penalty 3097.707881 = -1576431.155616
  nChanged 115
		SP:Iteration 22Q (12087.230000 sec): 3 clusters
  Score: Raw -1579590.751394 + Penalty 3097.707881 = -1576493.043513
  nChanged 85
		SP:Iteration 23Q (12087.260000 sec): 3 clusters
  Score: Raw -1579641.867900 + Penalty 3097.707881 = -1576544.160019
  nChanged 73
		SP:Iteration 24Q (12087.300000 sec): 3 clusters
  Score: Raw -1579686.571372 + Penalty 3097.707881 = -1576588.863491
  nChanged 51
		SP:Iteration 25Q (12087.330000 sec): 3 clusters
  Score: Raw -1579717.182000 + Penalty 3097.707881 = -1576619.474120
  nChanged 33
		SP:Iteration 26Q (12087.360000 sec): 3 clusters
  Score: Raw -1579740.321927 + Penalty 3097.707881 = -1576642.614046
  nChanged 36
		SP:Iteration 27Q (12087.390000 sec): 3 clusters
  Score: Raw -1579765.685407 + Penalty 3097.707881 = -1576667.977526
  nChanged 29
		SP:Iteration 28Q (12087.420000 sec): 3 clusters
  Score: Raw -1579785.720769 + Penalty 3097.707881 = -1576688.012888
  nChanged 24
		SP:Iteration 29Q (12087.450000 sec): 3 clusters
  Score: Raw -1579801.335031 + Penalty 3097.707881 = -1576703.627150
  nChanged 18
		SP:Iteration 30Q (12087.480000 sec): 3 clusters
  Score: Raw -1579815.140832 + Penalty 3097.707881 = -1576717.432951
  nChanged 20
		SP:Iteration 31Q (12087.510000 sec): 3 clusters
  Score: Raw -1579828.394374 + Penalty 3097.707881 = -1576730.686493
  nChanged 12
		SP:Iteration 32Q (12087.540000 sec): 3 clusters
  Score: Raw -1579836.236896 + Penalty 3097.707881 = -1576738.529016
  nChanged 13
		SP:Iteration 33Q (12087.570000 sec): 3 clusters
  Score: Raw -1579841.796957 + Penalty 3097.707881 = -1576744.089076
  nChanged 6
		SP:Iteration 34Q (12087.600000 sec): 3 clusters
  Score: Raw -1579845.423009 + Penalty 3097.707881 = -1576747.715128
  nChanged 7
		SP:Iteration 35Q (12087.620000 sec): 3 clusters
  Score: Raw -1579852.902008 + Penalty 3097.707881 = -1576755.194128
  nChanged 6
		SP:Iteration 36Q (12087.650000 sec): 3 clusters
  Score: Raw -1579857.189712 + Penalty 3097.707881 = -1576759.481832
  nChanged 7
		SP:Iteration 37Q (12087.680000 sec): 3 clusters
  Score: Raw -1579863.047830 + Penalty 3097.707881 = -1576765.339949
  nChanged 9
		SP:Iteration 38Q (12087.710000 sec): 3 clusters
  Score: Raw -1579870.777464 + Penalty 3097.707881 = -1576773.069584
  nChanged 9
		SP:Iteration 39Q (12087.740000 sec): 3 clusters
  Score: Raw -1579879.754447 + Penalty 3097.707881 = -1576782.046566
  nChanged 6
		SP:Iteration 40F (12087.780000 sec): 3 clusters
  Score: Raw -1579884.665917 + Penalty 3097.707881 = -1576786.958036
  nChanged 8
		SP:Iteration 41Q (12087.800000 sec): 3 clusters
  Score: Raw -1579890.758108 + Penalty 3097.707881 = -1576793.050227
  nChanged 8
		SP:Iteration 42Q (12087.830000 sec): 3 clusters
  Score: Raw -1579896.567928 + Penalty 3097.707881 = -1576798.860047
  nChanged 4
		SP:Iteration 43Q (12087.860000 sec): 3 clusters
  Score: Raw -1579899.994063 + Penalty 3097.707881 = -1576802.286183
  nChanged 1
		SP:Iteration 44Q (12087.880000 sec): 3 clusters
  Score: Raw -1579900.655198 + Penalty 3097.707881 = -1576802.947317
  nChanged 2
		SP:Iteration 45Q (12087.910000 sec): 3 clusters
  Score: Raw -1579903.239234 + Penalty 3097.707881 = -1576805.531353
  nChanged 4
		SP:Iteration 46Q (12087.940000 sec): 3 clusters
  Score: Raw -1579905.449742 + Penalty 3097.707881 = -1576807.741862
  nChanged 1
		SP:Iteration 47Q (12087.970000 sec): 3 clusters
  Score: Raw -1579906.500457 + Penalty 3097.707881 = -1576808.792576
  nChanged 1
		SP:Iteration 48Q (12087.990000 sec): 3 clusters
  Score: Raw -1579906.844057 + Penalty 3097.707881 = -1576809.136177
  nChanged 0
		SP:Iteration 49F (12088.030000 sec): 3 clusters
  Score: Raw -1579906.844057 + Penalty 3097.707881 = -1576809.136177
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12088.040000 sec): 2 clusters
  Score: Raw -120947.342574 + Penalty 1130.593323 = -119816.749251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12088.040000 sec): 3 clusters
  Score: Raw -120601.168438 + Penalty 2261.186646 = -118339.981792
  nChanged 284
		SP:Iteration 1F (12088.040000 sec): 3 clusters
  Score: Raw -120854.457070 + Penalty 2261.186646 = -118593.270425
  nChanged 74
		SP:Iteration 2F (12088.040000 sec): 3 clusters
  Score: Raw -120931.249808 + Penalty 2261.186646 = -118670.063162
  nChanged 43
		SP:Iteration 3Q (12088.050000 sec): 3 clusters
  Score: Raw -120973.928158 + Penalty 2261.186646 = -118712.741513
  nChanged 26
		SP:Iteration 4Q (12088.050000 sec): 3 clusters
  Score: Raw -120997.429805 + Penalty 2261.186646 = -118736.243160
  nChanged 20
		SP:Iteration 5Q (12088.050000 sec): 3 clusters
  Score: Raw -121014.370738 + Penalty 2261.186646 = -118753.184092
  nChanged 11
		SP:Iteration 6Q (12088.060000 sec): 3 clusters
  Score: Raw -121021.302761 + Penalty 2261.186646 = -118760.116116
  nChanged 7
		SP:Iteration 7Q (12088.060000 sec): 3 clusters
  Score: Raw -121025.456056 + Penalty 2261.186646 = -118764.269410
  nChanged 5
		SP:Iteration 8Q (12088.060000 sec): 3 clusters
  Score: Raw -121032.558188 + Penalty 2261.186646 = -118771.371542
  nChanged 8
		SP:Iteration 9Q (12088.060000 sec): 3 clusters
  Score: Raw -121038.641402 + Penalty 2261.186646 = -118777.454757
  nChanged 1
		SP:Iteration 10Q (12088.060000 sec): 3 clusters
  Score: Raw -121039.041175 + Penalty 2261.186646 = -118777.854529
  nChanged 0
		SP:Iteration 11F (12088.070000 sec): 3 clusters
  Score: Raw -121039.041175 + Penalty 2261.186646 = -118777.854529
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12088.070000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12088.070000 sec): 3 clusters
  Score: Raw -39138.276636 + Penalty 1915.680921 = -37222.595714
  nChanged 72
		SP:Iteration 1F (12088.070000 sec): 3 clusters
  Score: Raw -39269.671119 + Penalty 1915.680921 = -37353.990198
  nChanged 21
		SP:Iteration 2F (12088.080000 sec): 3 clusters
  Score: Raw -39352.223563 + Penalty 1915.680921 = -37436.542642
  nChanged 10
		SP:Iteration 3Q (12088.080000 sec): 3 clusters
  Score: Raw -39371.632533 + Penalty 1915.680921 = -37455.951612
  nChanged 5
		SP:Iteration 4Q (12088.080000 sec): 3 clusters
  Score: Raw -39384.992806 + Penalty 1915.680921 = -37469.311885
  nChanged 4
		SP:Iteration 5Q (12088.080000 sec): 3 clusters
  Score: Raw -39395.854413 + Penalty 1915.680921 = -37480.173492
  nChanged 4
		SP:Iteration 6Q (12088.080000 sec): 3 clusters
  Score: Raw -39401.218851 + Penalty 1915.680921 = -37485.537930
  nChanged 2
		SP:Iteration 7Q (12088.080000 sec): 3 clusters
  Score: Raw -39405.100737 + Penalty 1915.680921 = -37489.419816
  nChanged 2
		SP:Iteration 8Q (12088.080000 sec): 3 clusters
  Score: Raw -39415.430038 + Penalty 1915.680921 = -37499.749117
  nChanged 2
		SP:Iteration 9Q (12088.080000 sec): 3 clusters
  Score: Raw -39420.857710 + Penalty 1915.680921 = -37505.176789
  nChanged 1
		SP:Iteration 10Q (12088.080000 sec): 3 clusters
  Score: Raw -39422.466669 + Penalty 1915.680921 = -37506.785748
  nChanged 1
		SP:Iteration 11Q (12088.080000 sec): 3 clusters
  Score: Raw -39425.380328 + Penalty 1915.680921 = -37509.699407
  nChanged 0
		SP:Iteration 12F (12088.080000 sec): 3 clusters
  Score: Raw -39425.380328 + Penalty 1915.680921 = -37509.699407
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12088.100000 sec): 2 clusters
  Score: Raw -648159.738664 + Penalty 1399.620410 = -646760.118254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12088.120000 sec): 3 clusters
  Score: Raw -645293.192154 + Penalty 2799.240820 = -642493.951334
  nChanged 2167
		SP:Iteration 1F (12088.130000 sec): 3 clusters
  Score: Raw -646475.227477 + Penalty 2799.240820 = -643675.986657
  nChanged 345
		SP:Iteration 2F (12088.140000 sec): 3 clusters
  Score: Raw -646626.231893 + Penalty 2799.240820 = -643826.991073
  nChanged 235
		SP:Iteration 3Q (12088.160000 sec): 3 clusters
  Score: Raw -646710.163709 + Penalty 2799.240820 = -643910.922889
  nChanged 165
		SP:Iteration 4Q (12088.170000 sec): 3 clusters
  Score: Raw -646768.270174 + Penalty 2799.240820 = -643969.029354
  nChanged 132
		SP:Iteration 5Q (12088.180000 sec): 3 clusters
  Score: Raw -646810.356120 + Penalty 2799.240820 = -644011.115300
  nChanged 113
		SP:Iteration 6Q (12088.200000 sec): 3 clusters
  Score: Raw -646847.147522 + Penalty 2799.240820 = -644047.906702
  nChanged 108
		SP:Iteration 7Q (12088.210000 sec): 3 clusters
  Score: Raw -646881.559056 + Penalty 2799.240820 = -644082.318236
  nChanged 94
		SP:Iteration 8Q (12088.220000 sec): 3 clusters
  Score: Raw -646912.318446 + Penalty 2799.240820 = -644113.077626
  nChanged 86
		SP:Iteration 9Q (12088.230000 sec): 3 clusters
  Score: Raw -646936.076082 + Penalty 2799.240820 = -644136.835262
  nChanged 75
		SP:Iteration 10Q (12088.250000 sec): 3 clusters
  Score: Raw -646953.060225 + Penalty 2799.240820 = -644153.819405
  nChanged 65
		SP:Iteration 11Q (12088.260000 sec): 3 clusters
  Score: Raw -646969.078176 + Penalty 2799.240820 = -644169.837356
  nChanged 75
		SP:Iteration 12Q (12088.270000 sec): 3 clusters
  Score: Raw -646988.845778 + Penalty 2799.240820 = -644189.604958
  nChanged 76
		SP:Iteration 13Q (12088.290000 sec): 3 clusters
  Score: Raw -647012.793164 + Penalty 2799.240820 = -644213.552344
  nChanged 86
		SP:Iteration 14Q (12088.300000 sec): 3 clusters
  Score: Raw -647042.063431 + Penalty 2799.240820 = -644242.822611
  nChanged 91
		SP:Iteration 15Q (12088.310000 sec): 3 clusters
  Score: Raw -647074.205144 + Penalty 2799.240820 = -644274.964324
  nChanged 106
		SP:Iteration 16Q (12088.320000 sec): 3 clusters
  Score: Raw -647117.484465 + Penalty 2799.240820 = -644318.243645
  nChanged 127
		SP:Iteration 17Q (12088.340000 sec): 3 clusters
  Score: Raw -647173.923114 + Penalty 2799.240820 = -644374.682294
  nChanged 141
		SP:Iteration 18Q (12088.350000 sec): 3 clusters
  Score: Raw -647241.497163 + Penalty 2799.240820 = -644442.256343
  nChanged 140
		SP:Iteration 19Q (12088.360000 sec): 3 clusters
  Score: Raw -647310.640079 + Penalty 2799.240820 = -644511.399259
  nChanged 136
		SP:Iteration 20F (12088.380000 sec): 3 clusters
  Score: Raw -647386.490453 + Penalty 2799.240820 = -644587.249633
  nChanged 158
		SP:Iteration 21Q (12088.390000 sec): 3 clusters
  Score: Raw -647482.794670 + Penalty 2799.240820 = -644683.553850
  nChanged 171
		SP:Iteration 22Q (12088.400000 sec): 3 clusters
  Score: Raw -647604.423287 + Penalty 2799.240820 = -644805.182467
  nChanged 171
		SP:Iteration 23Q (12088.420000 sec): 3 clusters
  Score: Raw -647733.028848 + Penalty 2799.240820 = -644933.788028
  nChanged 165
		SP:Iteration 24Q (12088.430000 sec): 3 clusters
  Score: Raw -647861.752395 + Penalty 2799.240820 = -645062.511575
  nChanged 142
		SP:Iteration 25Q (12088.440000 sec): 3 clusters
  Score: Raw -647971.077737 + Penalty 2799.240820 = -645171.836917
  nChanged 103
		SP:Iteration 26Q (12088.460000 sec): 3 clusters
  Score: Raw -648061.646698 + Penalty 2799.240820 = -645262.405878
  nChanged 91
		SP:Iteration 27Q (12088.470000 sec): 3 clusters
  Score: Raw -648141.861463 + Penalty 2799.240820 = -645342.620643
  nChanged 60
		SP:Iteration 28Q (12088.480000 sec): 3 clusters
  Score: Raw -648193.618784 + Penalty 2799.240820 = -645394.377964
  nChanged 36
		SP:Iteration 29Q (12088.490000 sec): 3 clusters
  Score: Raw -648230.698802 + Penalty 2799.240820 = -645431.457982
  nChanged 37
		SP:Iteration 30Q (12088.500000 sec): 3 clusters
  Score: Raw -648269.750969 + Penalty 2799.240820 = -645470.510149
  nChanged 19
		SP:Iteration 31Q (12088.520000 sec): 3 clusters
  Score: Raw -648289.373284 + Penalty 2799.240820 = -645490.132464
  nChanged 11
		SP:Iteration 32Q (12088.530000 sec): 3 clusters
  Score: Raw -648300.982375 + Penalty 2799.240820 = -645501.741555
  nChanged 10
		SP:Iteration 33Q (12088.540000 sec): 3 clusters
  Score: Raw -648310.183330 + Penalty 2799.240820 = -645510.942510
  nChanged 10
		SP:Iteration 34Q (12088.550000 sec): 3 clusters
  Score: Raw -648316.798666 + Penalty 2799.240820 = -645517.557846
  nChanged 8
		SP:Iteration 35Q (12088.560000 sec): 3 clusters
  Score: Raw -648323.964033 + Penalty 2799.240820 = -645524.723213
  nChanged 4
		SP:Iteration 36Q (12088.570000 sec): 3 clusters
  Score: Raw -648327.983628 + Penalty 2799.240820 = -645528.742808
  nChanged 2
		SP:Iteration 37Q (12088.580000 sec): 3 clusters
  Score: Raw -648329.511437 + Penalty 2799.240820 = -645530.270617
  nChanged 0
		SP:Iteration 38F (12088.590000 sec): 3 clusters
  Score: Raw -648329.511437 + Penalty 2799.240820 = -645530.270617
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12088.610000 sec): 2 clusters
  Score: Raw -443321.717641 + Penalty 1359.761760 = -441961.955880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12088.620000 sec): 3 clusters
  Score: Raw -441193.325674 + Penalty 2719.523520 = -438473.802153
  nChanged 1704
		SP:Iteration 1F (12088.630000 sec): 3 clusters
  Score: Raw -442493.113852 + Penalty 2719.523520 = -439773.590332
  nChanged 442
		SP:Iteration 2F (12088.640000 sec): 3 clusters
  Score: Raw -442947.569394 + Penalty 2719.523520 = -440228.045873
  nChanged 369
		SP:Iteration 3F (12088.650000 sec): 3 clusters
  Score: Raw -443316.271337 + Penalty 2719.523520 = -440596.747817
  nChanged 281
		SP:Iteration 4F (12088.660000 sec): 3 clusters
  Score: Raw -443550.616746 + Penalty 2719.523520 = -440831.093225
  nChanged 207
		SP:Iteration 5Q (12088.670000 sec): 3 clusters
  Score: Raw -443667.030996 + Penalty 2719.523520 = -440947.507476
  nChanged 137
		SP:Iteration 6Q (12088.680000 sec): 3 clusters
  Score: Raw -443736.082700 + Penalty 2719.523520 = -441016.559180
  nChanged 105
		SP:Iteration 7Q (12088.690000 sec): 3 clusters
  Score: Raw -443784.621912 + Penalty 2719.523520 = -441065.098391
  nChanged 65
		SP:Iteration 8Q (12088.700000 sec): 3 clusters
  Score: Raw -443813.208059 + Penalty 2719.523520 = -441093.684538
  nChanged 57
		SP:Iteration 9Q (12088.710000 sec): 3 clusters
  Score: Raw -443834.940788 + Penalty 2719.523520 = -441115.417268
  nChanged 41
		SP:Iteration 10Q (12088.720000 sec): 3 clusters
  Score: Raw -443848.498640 + Penalty 2719.523520 = -441128.975120
  nChanged 30
		SP:Iteration 11Q (12088.730000 sec): 3 clusters
  Score: Raw -443858.555122 + Penalty 2719.523520 = -441139.031601
  nChanged 31
		SP:Iteration 12Q (12088.740000 sec): 3 clusters
  Score: Raw -443867.568788 + Penalty 2719.523520 = -441148.045267
  nChanged 17
		SP:Iteration 13Q (12088.750000 sec): 3 clusters
  Score: Raw -443870.679899 + Penalty 2719.523520 = -441151.156379
  nChanged 7
		SP:Iteration 14Q (12088.760000 sec): 3 clusters
  Score: Raw -443872.447307 + Penalty 2719.523520 = -441152.923787
  nChanged 4
		SP:Iteration 15Q (12088.770000 sec): 3 clusters
  Score: Raw -443872.987560 + Penalty 2719.523520 = -441153.464039
  nChanged 1
		SP:Iteration 16Q (12088.780000 sec): 3 clusters
  Score: Raw -443873.265925 + Penalty 2719.523520 = -441153.742404
  nChanged 3
		SP:Iteration 17Q (12088.790000 sec): 3 clusters
  Score: Raw -443874.035842 + Penalty 2719.523520 = -441154.512322
  nChanged 3
		SP:Iteration 18Q (12088.800000 sec): 3 clusters
  Score: Raw -443874.953458 + Penalty 2719.523520 = -441155.429937
  nChanged 1
		SP:Iteration 19Q (12088.810000 sec): 3 clusters
  Score: Raw -443874.997329 + Penalty 2719.523520 = -441155.473809
  nChanged 1
		SP:Iteration 20F (12088.820000 sec): 3 clusters
  Score: Raw -443875.075865 + Penalty 2719.523520 = -441155.552344
  nChanged 1
		SP:Iteration 21Q (12088.830000 sec): 3 clusters
  Score: Raw -443875.410876 + Penalty 2719.523520 = -441155.887356
  nChanged 3
		SP:Iteration 22Q (12088.840000 sec): 3 clusters
  Score: Raw -443876.341260 + Penalty 2719.523520 = -441156.817740
  nChanged 6
		SP:Iteration 23Q (12088.850000 sec): 3 clusters
  Score: Raw -443877.631636 + Penalty 2719.523520 = -441158.108116
  nChanged 6
		SP:Iteration 24Q (12088.860000 sec): 3 clusters
  Score: Raw -443878.650084 + Penalty 2719.523520 = -441159.126564
  nChanged 7
		SP:Iteration 25Q (12088.870000 sec): 3 clusters
  Score: Raw -443879.634736 + Penalty 2719.523520 = -441160.111216
  nChanged 7
		SP:Iteration 26Q (12088.880000 sec): 3 clusters
  Score: Raw -443880.683564 + Penalty 2719.523520 = -441161.160044
  nChanged 3
		SP:Iteration 27Q (12088.890000 sec): 3 clusters
  Score: Raw -443881.009798 + Penalty 2719.523520 = -441161.486278
  nChanged 2
		SP:Iteration 28Q (12088.900000 sec): 3 clusters
  Score: Raw -443881.588362 + Penalty 2719.523520 = -441162.064842
  nChanged 4
		SP:Iteration 29Q (12088.900000 sec): 3 clusters
  Score: Raw -443882.591913 + Penalty 2719.523520 = -441163.068393
  nChanged 2
		SP:Iteration 30Q (12088.920000 sec): 3 clusters
  Score: Raw -443882.804618 + Penalty 2719.523520 = -441163.281098
  nChanged 1
		SP:Iteration 31Q (12088.920000 sec): 3 clusters
  Score: Raw -443883.111261 + Penalty 2719.523520 = -441163.587741
  nChanged 1
		SP:Iteration 32Q (12088.940000 sec): 3 clusters
  Score: Raw -443883.316876 + Penalty 2719.523520 = -441163.793355
  nChanged 1
		SP:Iteration 33Q (12088.940000 sec): 3 clusters
  Score: Raw -443883.403297 + Penalty 2719.523520 = -441163.879776
  nChanged 0
		SP:Iteration 34F (12088.960000 sec): 3 clusters
  Score: Raw -443883.403297 + Penalty 2719.523520 = -441163.879776
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12088.960000 sec): 2 clusters
  Score: Raw -192557.180125 + Penalty 1211.391992 = -191345.788133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12088.970000 sec): 3 clusters
  Score: Raw -191875.638093 + Penalty 2422.783984 = -189452.854110
  nChanged 620
		SP:Iteration 1F (12088.970000 sec): 3 clusters
  Score: Raw -192302.058449 + Penalty 2422.783984 = -189879.274465
  nChanged 131
		SP:Iteration 2F (12088.980000 sec): 3 clusters
  Score: Raw -192402.817359 + Penalty 2422.783984 = -189980.033375
  nChanged 75
		SP:Iteration 3Q (12088.980000 sec): 3 clusters
  Score: Raw -192464.821426 + Penalty 2422.783984 = -190042.037443
  nChanged 64
		SP:Iteration 4Q (12088.980000 sec): 3 clusters
  Score: Raw -192516.868833 + Penalty 2422.783984 = -190094.084850
  nChanged 68
		SP:Iteration 5Q (12088.990000 sec): 3 clusters
  Score: Raw -192573.448336 + Penalty 2422.783984 = -190150.664353
  nChanged 73
		SP:Iteration 6Q (12088.990000 sec): 3 clusters
  Score: Raw -192642.737763 + Penalty 2422.783984 = -190219.953780
  nChanged 67
		SP:Iteration 7Q (12089.000000 sec): 3 clusters
  Score: Raw -192698.965604 + Penalty 2422.783984 = -190276.181621
  nChanged 60
		SP:Iteration 8Q (12089.000000 sec): 3 clusters
  Score: Raw -192771.945201 + Penalty 2422.783984 = -190349.161217
  nChanged 75
		SP:Iteration 9Q (12089.000000 sec): 3 clusters
  Score: Raw -192856.477196 + Penalty 2422.783984 = -190433.693212
  nChanged 62
		SP:Iteration 10Q (12089.010000 sec): 3 clusters
  Score: Raw -192927.727337 + Penalty 2422.783984 = -190504.943354
  nChanged 62
		SP:Iteration 11Q (12089.010000 sec): 3 clusters
  Score: Raw -192985.451706 + Penalty 2422.783984 = -190562.667722
  nChanged 47
		SP:Iteration 12Q (12089.020000 sec): 3 clusters
  Score: Raw -193025.327860 + Penalty 2422.783984 = -190602.543877
  nChanged 33
		SP:Iteration 13Q (12089.020000 sec): 3 clusters
  Score: Raw -193053.459723 + Penalty 2422.783984 = -190630.675740
  nChanged 28
		SP:Iteration 14Q (12089.020000 sec): 3 clusters
  Score: Raw -193075.084440 + Penalty 2422.783984 = -190652.300456
  nChanged 16
		SP:Iteration 15Q (12089.030000 sec): 3 clusters
  Score: Raw -193087.839750 + Penalty 2422.783984 = -190665.055766
  nChanged 11
		SP:Iteration 16Q (12089.030000 sec): 3 clusters
  Score: Raw -193094.571179 + Penalty 2422.783984 = -190671.787195
  nChanged 7
		SP:Iteration 17Q (12089.040000 sec): 3 clusters
  Score: Raw -193099.615188 + Penalty 2422.783984 = -190676.831205
  nChanged 5
		SP:Iteration 18Q (12089.040000 sec): 3 clusters
  Score: Raw -193102.681221 + Penalty 2422.783984 = -190679.897237
  nChanged 7
		SP:Iteration 19Q (12089.040000 sec): 3 clusters
  Score: Raw -193105.889407 + Penalty 2422.783984 = -190683.105423
  nChanged 0
		SP:Iteration 20F (12089.050000 sec): 3 clusters
  Score: Raw -193105.889407 + Penalty 2422.783984 = -190683.105423
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12089.060000 sec): 2 clusters
  Score: Raw -497218.024461 + Penalty 1366.561297 = -495851.463164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12089.080000 sec): 3 clusters
  Score: Raw -494926.407208 + Penalty 2733.122594 = -492193.284615
  nChanged 1846
		SP:Iteration 1F (12089.080000 sec): 3 clusters
  Score: Raw -496061.160571 + Penalty 2733.122594 = -493328.037977
  nChanged 380
		SP:Iteration 2F (12089.100000 sec): 3 clusters
  Score: Raw -496329.092109 + Penalty 2733.122594 = -493595.969515
  nChanged 280
		SP:Iteration 3F (12089.110000 sec): 3 clusters
  Score: Raw -496497.272361 + Penalty 2733.122594 = -493764.149767
  nChanged 218
		SP:Iteration 4Q (12089.120000 sec): 3 clusters
  Score: Raw -496634.408419 + Penalty 2733.122594 = -493901.285826
  nChanged 194
		SP:Iteration 5Q (12089.130000 sec): 3 clusters
  Score: Raw -496754.916982 + Penalty 2733.122594 = -494021.794388
  nChanged 178
		SP:Iteration 6Q (12089.140000 sec): 3 clusters
  Score: Raw -496856.522172 + Penalty 2733.122594 = -494123.399578
  nChanged 156
		SP:Iteration 7Q (12089.150000 sec): 3 clusters
  Score: Raw -496944.710427 + Penalty 2733.122594 = -494211.587833
  nChanged 150
		SP:Iteration 8Q (12089.160000 sec): 3 clusters
  Score: Raw -497047.988253 + Penalty 2733.122594 = -494314.865659
  nChanged 154
		SP:Iteration 9Q (12089.170000 sec): 3 clusters
  Score: Raw -497151.818393 + Penalty 2733.122594 = -494418.695799
  nChanged 133
		SP:Iteration 10Q (12089.180000 sec): 3 clusters
  Score: Raw -497233.920662 + Penalty 2733.122594 = -494500.798069
  nChanged 95
		SP:Iteration 11Q (12089.190000 sec): 3 clusters
  Score: Raw -497292.168037 + Penalty 2733.122594 = -494559.045443
  nChanged 75
		SP:Iteration 12Q (12089.200000 sec): 3 clusters
  Score: Raw -497333.005278 + Penalty 2733.122594 = -494599.882685
  nChanged 48
		SP:Iteration 13Q (12089.210000 sec): 3 clusters
  Score: Raw -497357.456088 + Penalty 2733.122594 = -494624.333495
  nChanged 35
		SP:Iteration 14Q (12089.220000 sec): 3 clusters
  Score: Raw -497375.414443 + Penalty 2733.122594 = -494642.291849
  nChanged 26
		SP:Iteration 15Q (12089.240000 sec): 3 clusters
  Score: Raw -497390.033018 + Penalty 2733.122594 = -494656.910424
  nChanged 31
		SP:Iteration 16Q (12089.240000 sec): 3 clusters
  Score: Raw -497412.022063 + Penalty 2733.122594 = -494678.899469
  nChanged 30
		SP:Iteration 17Q (12089.260000 sec): 3 clusters
  Score: Raw -497431.348713 + Penalty 2733.122594 = -494698.226119
  nChanged 31
		SP:Iteration 18Q (12089.260000 sec): 3 clusters
  Score: Raw -497451.498232 + Penalty 2733.122594 = -494718.375639
  nChanged 26
		SP:Iteration 19Q (12089.280000 sec): 3 clusters
  Score: Raw -497463.575368 + Penalty 2733.122594 = -494730.452775
  nChanged 18
		SP:Iteration 20F (12089.280000 sec): 3 clusters
  Score: Raw -497471.692995 + Penalty 2733.122594 = -494738.570401
  nChanged 15
		SP:Iteration 21Q (12089.300000 sec): 3 clusters
  Score: Raw -497479.588671 + Penalty 2733.122594 = -494746.466077
  nChanged 9
		SP:Iteration 22Q (12089.300000 sec): 3 clusters
  Score: Raw -497483.431065 + Penalty 2733.122594 = -494750.308471
  nChanged 7
		SP:Iteration 23Q (12089.320000 sec): 3 clusters
  Score: Raw -497486.505851 + Penalty 2733.122594 = -494753.383257
  nChanged 9
		SP:Iteration 24Q (12089.320000 sec): 3 clusters
  Score: Raw -497491.270015 + Penalty 2733.122594 = -494758.147421
  nChanged 7
		SP:Iteration 25Q (12089.340000 sec): 3 clusters
  Score: Raw -497494.956448 + Penalty 2733.122594 = -494761.833854
  nChanged 1
		SP:Iteration 26Q (12089.340000 sec): 3 clusters
  Score: Raw -497495.462133 + Penalty 2733.122594 = -494762.339539
  nChanged 2
		SP:Iteration 27Q (12089.360000 sec): 3 clusters
  Score: Raw -497496.866509 + Penalty 2733.122594 = -494763.743916
  nChanged 2
		SP:Iteration 28Q (12089.360000 sec): 3 clusters
  Score: Raw -497497.614723 + Penalty 2733.122594 = -494764.492130
  nChanged 2
		SP:Iteration 29Q (12089.380000 sec): 3 clusters
  Score: Raw -497498.660731 + Penalty 2733.122594 = -494765.538137
  nChanged 1
		SP:Iteration 30Q (12089.380000 sec): 3 clusters
  Score: Raw -497499.575501 + Penalty 2733.122594 = -494766.452908
  nChanged 1
		SP:Iteration 31Q (12089.400000 sec): 3 clusters
  Score: Raw -497500.094522 + Penalty 2733.122594 = -494766.971928
  nChanged 1
		SP:Iteration 32Q (12089.400000 sec): 3 clusters
  Score: Raw -497500.586946 + Penalty 2733.122594 = -494767.464352
  nChanged 1
		SP:Iteration 33Q (12089.420000 sec): 3 clusters
  Score: Raw -497500.960529 + Penalty 2733.122594 = -494767.837935
  nChanged 0
		SP:Iteration 34F (12089.420000 sec): 3 clusters
  Score: Raw -497500.960529 + Penalty 2733.122594 = -494767.837935
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12089.480000 sec): 2 clusters
  Score: Raw -2143999.017777 + Penalty 1591.625896 = -2142407.391881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12089.530000 sec): 3 clusters
  Score: Raw -2133285.292654 + Penalty 3183.251792 = -2130102.040862
  nChanged 8087
		SP:Iteration 1F (12089.570000 sec): 3 clusters
  Score: Raw -2137622.514730 + Penalty 3183.251792 = -2134439.262938
  nChanged 870
		SP:Iteration 2Q (12089.620000 sec): 3 clusters
  Score: Raw -2137934.204137 + Penalty 3183.251792 = -2134750.952346
  nChanged 824
		SP:Iteration 3Q (12089.660000 sec): 3 clusters
  Score: Raw -2138229.307473 + Penalty 3183.251792 = -2135046.055681
  nChanged 777
		SP:Iteration 4Q (12089.710000 sec): 3 clusters
  Score: Raw -2138509.469617 + Penalty 3183.251792 = -2135326.217825
  nChanged 784
		SP:Iteration 5Q (12089.760000 sec): 3 clusters
  Score: Raw -2138806.283012 + Penalty 3183.251792 = -2135623.031221
  nChanged 799
		SP:Iteration 6Q (12089.800000 sec): 3 clusters
  Score: Raw -2139148.478933 + Penalty 3183.251792 = -2135965.227141
  nChanged 864
		SP:Iteration 7Q (12089.850000 sec): 3 clusters
  Score: Raw -2139588.305053 + Penalty 3183.251792 = -2136405.053261
  nChanged 952
		SP:Iteration 8F (12089.890000 sec): 3 clusters
  Score: Raw -2140181.518176 + Penalty 3183.251792 = -2136998.266384
  nChanged 1019
		SP:Iteration 9F (12089.940000 sec): 3 clusters
  Score: Raw -2140938.280521 + Penalty 3183.251792 = -2137755.028729
  nChanged 983
		SP:Iteration 10F (12089.980000 sec): 3 clusters
  Score: Raw -2141748.303961 + Penalty 3183.251792 = -2138565.052170
  nChanged 789
		SP:Iteration 11Q (12090.020000 sec): 3 clusters
  Score: Raw -2142436.405102 + Penalty 3183.251792 = -2139253.153311
  nChanged 562
		SP:Iteration 12Q (12090.070000 sec): 3 clusters
  Score: Raw -2142969.372850 + Penalty 3183.251792 = -2139786.121059
  nChanged 413
		SP:Iteration 13Q (12090.110000 sec): 3 clusters
  Score: Raw -2143335.177241 + Penalty 3183.251792 = -2140151.925449
  nChanged 285
		SP:Iteration 14Q (12090.140000 sec): 3 clusters
  Score: Raw -2143562.344875 + Penalty 3183.251792 = -2140379.093084
  nChanged 189
		SP:Iteration 15Q (12090.180000 sec): 3 clusters
  Score: Raw -2143704.389419 + Penalty 3183.251792 = -2140521.137628
  nChanged 134
		SP:Iteration 16Q (12090.220000 sec): 3 clusters
  Score: Raw -2143791.643175 + Penalty 3183.251792 = -2140608.391383
  nChanged 94
		SP:Iteration 17Q (12090.250000 sec): 3 clusters
  Score: Raw -2143849.978138 + Penalty 3183.251792 = -2140666.726346
  nChanged 72
		SP:Iteration 18Q (12090.280000 sec): 3 clusters
  Score: Raw -2143890.383712 + Penalty 3183.251792 = -2140707.131921
  nChanged 67
		SP:Iteration 19Q (12090.320000 sec): 3 clusters
  Score: Raw -2143924.307613 + Penalty 3183.251792 = -2140741.055821
  nChanged 70
		SP:Iteration 20F (12090.360000 sec): 3 clusters
  Score: Raw -2143961.373113 + Penalty 3183.251792 = -2140778.121321
  nChanged 55
		SP:Iteration 21Q (12090.390000 sec): 3 clusters
  Score: Raw -2143991.679799 + Penalty 3183.251792 = -2140808.428008
  nChanged 50
		SP:Iteration 22Q (12090.430000 sec): 3 clusters
  Score: Raw -2144014.522507 + Penalty 3183.251792 = -2140831.270715
  nChanged 37
		SP:Iteration 23Q (12090.460000 sec): 3 clusters
  Score: Raw -2144030.910557 + Penalty 3183.251792 = -2140847.658765
  nChanged 27
		SP:Iteration 24Q (12090.490000 sec): 3 clusters
  Score: Raw -2144044.747417 + Penalty 3183.251792 = -2140861.495626
  nChanged 23
		SP:Iteration 25Q (12090.520000 sec): 3 clusters
  Score: Raw -2144058.456658 + Penalty 3183.251792 = -2140875.204867
  nChanged 31
		SP:Iteration 26Q (12090.560000 sec): 3 clusters
  Score: Raw -2144074.507044 + Penalty 3183.251792 = -2140891.255252
  nChanged 27
		SP:Iteration 27Q (12090.590000 sec): 3 clusters
  Score: Raw -2144086.826855 + Penalty 3183.251792 = -2140903.575063
  nChanged 30
		SP:Iteration 28Q (12090.620000 sec): 3 clusters
  Score: Raw -2144101.485966 + Penalty 3183.251792 = -2140918.234174
  nChanged 21
		SP:Iteration 29Q (12090.660000 sec): 3 clusters
  Score: Raw -2144113.763159 + Penalty 3183.251792 = -2140930.511368
  nChanged 22
		SP:Iteration 30Q (12090.690000 sec): 3 clusters
  Score: Raw -2144130.829580 + Penalty 3183.251792 = -2140947.577788
  nChanged 20
		SP:Iteration 31Q (12090.720000 sec): 3 clusters
  Score: Raw -2144144.897165 + Penalty 3183.251792 = -2140961.645373
  nChanged 15
		SP:Iteration 32Q (12090.750000 sec): 3 clusters
  Score: Raw -2144153.424899 + Penalty 3183.251792 = -2140970.173107
  nChanged 15
		SP:Iteration 33Q (12090.780000 sec): 3 clusters
  Score: Raw -2144163.672637 + Penalty 3183.251792 = -2140980.420846
  nChanged 9
		SP:Iteration 34Q (12090.810000 sec): 3 clusters
  Score: Raw -2144169.542294 + Penalty 3183.251792 = -2140986.290502
  nChanged 11
		SP:Iteration 35Q (12090.840000 sec): 3 clusters
  Score: Raw -2144176.685850 + Penalty 3183.251792 = -2140993.434058
  nChanged 8
		SP:Iteration 36Q (12090.880000 sec): 3 clusters
  Score: Raw -2144182.226800 + Penalty 3183.251792 = -2140998.975008
  nChanged 10
		SP:Iteration 37Q (12090.910000 sec): 3 clusters
  Score: Raw -2144189.303759 + Penalty 3183.251792 = -2141006.051967
  nChanged 8
		SP:Iteration 38Q (12090.940000 sec): 3 clusters
  Score: Raw -2144194.496291 + Penalty 3183.251792 = -2141011.244500
  nChanged 9
		SP:Iteration 39Q (12090.970000 sec): 3 clusters
  Score: Raw -2144200.804946 + Penalty 3183.251792 = -2141017.553154
  nChanged 6
		SP:Iteration 40F (12091.020000 sec): 3 clusters
  Score: Raw -2144205.311532 + Penalty 3183.251792 = -2141022.059740
  nChanged 6
		SP:Iteration 41Q (12091.040000 sec): 3 clusters
  Score: Raw -2144210.289227 + Penalty 3183.251792 = -2141027.037435
  nChanged 4
		SP:Iteration 42Q (12091.080000 sec): 3 clusters
  Score: Raw -2144212.926302 + Penalty 3183.251792 = -2141029.674510
  nChanged 5
		SP:Iteration 43Q (12091.110000 sec): 3 clusters
  Score: Raw -2144216.036740 + Penalty 3183.251792 = -2141032.784948
  nChanged 3
		SP:Iteration 44Q (12091.140000 sec): 3 clusters
  Score: Raw -2144217.707288 + Penalty 3183.251792 = -2141034.455497
  nChanged 7
		SP:Iteration 45Q (12091.170000 sec): 3 clusters
  Score: Raw -2144221.062192 + Penalty 3183.251792 = -2141037.810401
  nChanged 3
		SP:Iteration 46Q (12091.200000 sec): 3 clusters
  Score: Raw -2144222.978166 + Penalty 3183.251792 = -2141039.726375
  nChanged 2
		SP:Iteration 47Q (12091.230000 sec): 3 clusters
  Score: Raw -2144223.791318 + Penalty 3183.251792 = -2141040.539526
  nChanged 0
		SP:Iteration 48F (12091.280000 sec): 3 clusters
  Score: Raw -2144223.791318 + Penalty 3183.251792 = -2141040.539526
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12091.340000 sec): 2 clusters
  Score: Raw -2382953.290797 + Penalty 1609.641403 = -2381343.649394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12091.390000 sec): 3 clusters
  Score: Raw -2370885.242444 + Penalty 3219.282805 = -2367665.959639
  nChanged 9006
		SP:Iteration 1F (12091.440000 sec): 3 clusters
  Score: Raw -2375990.070903 + Penalty 3219.282805 = -2372770.788097
  nChanged 1151
		SP:Iteration 2F (12091.490000 sec): 3 clusters
  Score: Raw -2376518.290956 + Penalty 3219.282805 = -2373299.008150
  nChanged 1143
		SP:Iteration 3F (12091.540000 sec): 3 clusters
  Score: Raw -2377108.819634 + Penalty 3219.282805 = -2373889.536828
  nChanged 1138
		SP:Iteration 4F (12091.590000 sec): 3 clusters
  Score: Raw -2377760.046885 + Penalty 3219.282805 = -2374540.764080
  nChanged 1173
		SP:Iteration 5F (12091.640000 sec): 3 clusters
  Score: Raw -2378457.846014 + Penalty 3219.282805 = -2375238.563209
  nChanged 1124
		SP:Iteration 6F (12091.690000 sec): 3 clusters
  Score: Raw -2379168.682649 + Penalty 3219.282805 = -2375949.399844
  nChanged 1052
		SP:Iteration 7F (12091.740000 sec): 3 clusters
  Score: Raw -2379783.920452 + Penalty 3219.282805 = -2376564.637647
  nChanged 910
		SP:Iteration 8Q (12091.790000 sec): 3 clusters
  Score: Raw -2380231.913807 + Penalty 3219.282805 = -2377012.631001
  nChanged 764
		SP:Iteration 9Q (12091.840000 sec): 3 clusters
  Score: Raw -2380580.622868 + Penalty 3219.282805 = -2377361.340063
  nChanged 651
		SP:Iteration 10Q (12091.890000 sec): 3 clusters
  Score: Raw -2380845.466892 + Penalty 3219.282805 = -2377626.184087
  nChanged 544
		SP:Iteration 11Q (12091.940000 sec): 3 clusters
  Score: Raw -2381046.264867 + Penalty 3219.282805 = -2377826.982062
  nChanged 434
		SP:Iteration 12Q (12091.980000 sec): 3 clusters
  Score: Raw -2381178.052308 + Penalty 3219.282805 = -2377958.769503
  nChanged 334
		SP:Iteration 13Q (12092.030000 sec): 3 clusters
  Score: Raw -2381267.754209 + Penalty 3219.282805 = -2378048.471403
  nChanged 277
		SP:Iteration 14Q (12092.080000 sec): 3 clusters
  Score: Raw -2381336.532313 + Penalty 3219.282805 = -2378117.249508
  nChanged 236
		SP:Iteration 15Q (12092.130000 sec): 3 clusters
  Score: Raw -2381390.736959 + Penalty 3219.282805 = -2378171.454153
  nChanged 196
		SP:Iteration 16Q (12092.180000 sec): 3 clusters
  Score: Raw -2381427.518112 + Penalty 3219.282805 = -2378208.235307
  nChanged 158
		SP:Iteration 17Q (12092.230000 sec): 3 clusters
  Score: Raw -2381453.711303 + Penalty 3219.282805 = -2378234.428498
  nChanged 142
		SP:Iteration 18Q (12092.280000 sec): 3 clusters
  Score: Raw -2381476.918432 + Penalty 3219.282805 = -2378257.635627
  nChanged 135
		SP:Iteration 19Q (12092.320000 sec): 3 clusters
  Score: Raw -2381498.989400 + Penalty 3219.282805 = -2378279.706595
  nChanged 143
		SP:Iteration 20F (12092.380000 sec): 3 clusters
  Score: Raw -2381523.689130 + Penalty 3219.282805 = -2378304.406324
  nChanged 118
		SP:Iteration 21Q (12092.420000 sec): 3 clusters
  Score: Raw -2381543.232250 + Penalty 3219.282805 = -2378323.949444
  nChanged 120
		SP:Iteration 22Q (12092.470000 sec): 3 clusters
  Score: Raw -2381562.574913 + Penalty 3219.282805 = -2378343.292107
  nChanged 110
		SP:Iteration 23Q (12092.520000 sec): 3 clusters
  Score: Raw -2381579.422593 + Penalty 3219.282805 = -2378360.139788
  nChanged 95
		SP:Iteration 24Q (12092.570000 sec): 3 clusters
  Score: Raw -2381594.110749 + Penalty 3219.282805 = -2378374.827943
  nChanged 102
		SP:Iteration 25Q (12092.610000 sec): 3 clusters
  Score: Raw -2381610.608909 + Penalty 3219.282805 = -2378391.326104
  nChanged 105
		SP:Iteration 26Q (12092.660000 sec): 3 clusters
  Score: Raw -2381626.491329 + Penalty 3219.282805 = -2378407.208523
  nChanged 115
		SP:Iteration 27Q (12092.710000 sec): 3 clusters
  Score: Raw -2381640.809133 + Penalty 3219.282805 = -2378421.526328
  nChanged 101
		SP:Iteration 28Q (12092.750000 sec): 3 clusters
  Score: Raw -2381653.156141 + Penalty 3219.282805 = -2378433.873336
  nChanged 91
		SP:Iteration 29Q (12092.800000 sec): 3 clusters
  Score: Raw -2381664.479386 + Penalty 3219.282805 = -2378445.196581
  nChanged 86
		SP:Iteration 30Q (12092.840000 sec): 3 clusters
  Score: Raw -2381676.545737 + Penalty 3219.282805 = -2378457.262932
  nChanged 92
		SP:Iteration 31Q (12092.890000 sec): 3 clusters
  Score: Raw -2381689.420495 + Penalty 3219.282805 = -2378470.137689
  nChanged 99
		SP:Iteration 32Q (12092.940000 sec): 3 clusters
  Score: Raw -2381703.621142 + Penalty 3219.282805 = -2378484.338337
  nChanged 117
		SP:Iteration 33Q (12092.980000 sec): 3 clusters
  Score: Raw -2381724.303911 + Penalty 3219.282805 = -2378505.021106
  nChanged 130
		SP:Iteration 34Q (12093.030000 sec): 3 clusters
  Score: Raw -2381748.195824 + Penalty 3219.282805 = -2378528.913019
  nChanged 134
		SP:Iteration 35Q (12093.080000 sec): 3 clusters
  Score: Raw -2381770.436052 + Penalty 3219.282805 = -2378551.153247
  nChanged 121
		SP:Iteration 36Q (12093.120000 sec): 3 clusters
  Score: Raw -2381789.822570 + Penalty 3219.282805 = -2378570.539764
  nChanged 112
		SP:Iteration 37Q (12093.170000 sec): 3 clusters
  Score: Raw -2381810.319413 + Penalty 3219.282805 = -2378591.036608
  nChanged 127
		SP:Iteration 38Q (12093.220000 sec): 3 clusters
  Score: Raw -2381833.146241 + Penalty 3219.282805 = -2378613.863436
  nChanged 125
		SP:Iteration 39Q (12093.260000 sec): 3 clusters
  Score: Raw -2381857.482224 + Penalty 3219.282805 = -2378638.199418
  nChanged 134
		SP:Iteration 40F (12093.320000 sec): 3 clusters
  Score: Raw -2381883.748743 + Penalty 3219.282805 = -2378664.465938
  nChanged 130
		SP:Iteration 41Q (12093.360000 sec): 3 clusters
  Score: Raw -2381909.685657 + Penalty 3219.282805 = -2378690.402852
  nChanged 132
		SP:Iteration 42Q (12093.410000 sec): 3 clusters
  Score: Raw -2381934.512138 + Penalty 3219.282805 = -2378715.229333
  nChanged 135
		SP:Iteration 43Q (12093.460000 sec): 3 clusters
  Score: Raw -2381962.869811 + Penalty 3219.282805 = -2378743.587006
  nChanged 144
		SP:Iteration 44Q (12093.500000 sec): 3 clusters
  Score: Raw -2381996.083109 + Penalty 3219.282805 = -2378776.800303
  nChanged 151
		SP:Iteration 45Q (12093.550000 sec): 3 clusters
  Score: Raw -2382031.367615 + Penalty 3219.282805 = -2378812.084810
  nChanged 165
		SP:Iteration 46Q (12093.590000 sec): 3 clusters
  Score: Raw -2382074.592745 + Penalty 3219.282805 = -2378855.309940
  nChanged 165
		SP:Iteration 47Q (12093.640000 sec): 3 clusters
  Score: Raw -2382118.997995 + Penalty 3219.282805 = -2378899.715190
  nChanged 176
		SP:Iteration 48Q (12093.680000 sec): 3 clusters
  Score: Raw -2382169.149909 + Penalty 3219.282805 = -2378949.867104
  nChanged 171
		SP:Iteration 49Q (12093.730000 sec): 3 clusters
  Score: Raw -2382214.706246 + Penalty 3219.282805 = -2378995.423441
  nChanged 160
		SP:Iteration 50Q (12093.780000 sec): 3 clusters
  Score: Raw -2382257.696901 + Penalty 3219.282805 = -2379038.414096
  nChanged 161
		SP:Iteration 51Q (12093.820000 sec): 3 clusters
  Score: Raw -2382303.501334 + Penalty 3219.282805 = -2379084.218528
  nChanged 166
		SP:Iteration 52Q (12093.860000 sec): 3 clusters
  Score: Raw -2382350.795533 + Penalty 3219.282805 = -2379131.512728
  nChanged 156
		SP:Iteration 53Q (12093.910000 sec): 3 clusters
  Score: Raw -2382392.870965 + Penalty 3219.282805 = -2379173.588160
  nChanged 163
		SP:Iteration 54Q (12093.950000 sec): 3 clusters
  Score: Raw -2382445.607041 + Penalty 3219.282805 = -2379226.324235
  nChanged 164
		SP:Iteration 55Q (12093.990000 sec): 3 clusters
  Score: Raw -2382496.286711 + Penalty 3219.282805 = -2379277.003906
  nChanged 138
		SP:Iteration 56Q (12094.040000 sec): 3 clusters
  Score: Raw -2382538.392392 + Penalty 3219.282805 = -2379319.109587
  nChanged 153
		SP:Iteration 57Q (12094.080000 sec): 3 clusters
  Score: Raw -2382589.229056 + Penalty 3219.282805 = -2379369.946251
  nChanged 141
		SP:Iteration 58Q (12094.120000 sec): 3 clusters
  Score: Raw -2382635.633212 + Penalty 3219.282805 = -2379416.350406
  nChanged 142
		SP:Iteration 59Q (12094.160000 sec): 3 clusters
  Score: Raw -2382690.395074 + Penalty 3219.282805 = -2379471.112269
  nChanged 128
		SP:Iteration 60F (12094.220000 sec): 3 clusters
  Score: Raw -2382734.164700 + Penalty 3219.282805 = -2379514.881895
  nChanged 125
		SP:Iteration 61Q (12094.260000 sec): 3 clusters
  Score: Raw -2382782.588816 + Penalty 3219.282805 = -2379563.306010
  nChanged 119
		SP:Iteration 62Q (12094.300000 sec): 3 clusters
  Score: Raw -2382833.805097 + Penalty 3219.282805 = -2379614.522292
  nChanged 117
		SP:Iteration 63Q (12094.340000 sec): 3 clusters
  Score: Raw -2382889.223188 + Penalty 3219.282805 = -2379669.940382
  nChanged 122
		SP:Iteration 64Q (12094.380000 sec): 3 clusters
  Score: Raw -2382944.447192 + Penalty 3219.282805 = -2379725.164386
  nChanged 108
		SP:Iteration 65Q (12094.420000 sec): 3 clusters
  Score: Raw -2382990.921841 + Penalty 3219.282805 = -2379771.639035
  nChanged 85
		SP:Iteration 66Q (12094.460000 sec): 3 clusters
  Score: Raw -2383028.025152 + Penalty 3219.282805 = -2379808.742346
  nChanged 79
		SP:Iteration 67Q (12094.500000 sec): 3 clusters
  Score: Raw -2383053.972101 + Penalty 3219.282805 = -2379834.689295
  nChanged 49
		SP:Iteration 68Q (12094.540000 sec): 3 clusters
  Score: Raw -2383070.120582 + Penalty 3219.282805 = -2379850.837776
  nChanged 46
		SP:Iteration 69Q (12094.580000 sec): 3 clusters
  Score: Raw -2383085.738540 + Penalty 3219.282805 = -2379866.455735
  nChanged 37
		SP:Iteration 70Q (12094.620000 sec): 3 clusters
  Score: Raw -2383098.699413 + Penalty 3219.282805 = -2379879.416608
  nChanged 40
		SP:Iteration 71Q (12094.660000 sec): 3 clusters
  Score: Raw -2383110.884195 + Penalty 3219.282805 = -2379891.601390
  nChanged 25
		SP:Iteration 72Q (12094.700000 sec): 3 clusters
  Score: Raw -2383118.380285 + Penalty 3219.282805 = -2379899.097480
  nChanged 24
		SP:Iteration 73Q (12094.740000 sec): 3 clusters
  Score: Raw -2383126.419029 + Penalty 3219.282805 = -2379907.136223
  nChanged 23
		SP:Iteration 74Q (12094.780000 sec): 3 clusters
  Score: Raw -2383133.329574 + Penalty 3219.282805 = -2379914.046768
  nChanged 14
		SP:Iteration 75Q (12094.820000 sec): 3 clusters
  Score: Raw -2383139.087941 + Penalty 3219.282805 = -2379919.805135
  nChanged 23
		SP:Iteration 76Q (12094.860000 sec): 3 clusters
  Score: Raw -2383146.363181 + Penalty 3219.282805 = -2379927.080375
  nChanged 19
		SP:Iteration 77Q (12094.900000 sec): 3 clusters
  Score: Raw -2383152.160964 + Penalty 3219.282805 = -2379932.878158
  nChanged 16
		SP:Iteration 78Q (12094.930000 sec): 3 clusters
  Score: Raw -2383156.250145 + Penalty 3219.282805 = -2379936.967339
  nChanged 11
		SP:Iteration 79Q (12094.970000 sec): 3 clusters
  Score: Raw -2383159.404852 + Penalty 3219.282805 = -2379940.122046
  nChanged 11
		SP:Iteration 80F (12095.020000 sec): 3 clusters
  Score: Raw -2383161.957588 + Penalty 3219.282805 = -2379942.674783
  nChanged 9
		SP:Iteration 81Q (12095.060000 sec): 3 clusters
  Score: Raw -2383164.296440 + Penalty 3219.282805 = -2379945.013634
  nChanged 5
		SP:Iteration 82Q (12095.100000 sec): 3 clusters
  Score: Raw -2383165.587006 + Penalty 3219.282805 = -2379946.304201
  nChanged 3
		SP:Iteration 83Q (12095.130000 sec): 3 clusters
  Score: Raw -2383166.479537 + Penalty 3219.282805 = -2379947.196731
  nChanged 3
		SP:Iteration 84Q (12095.170000 sec): 3 clusters
  Score: Raw -2383167.238908 + Penalty 3219.282805 = -2379947.956102
  nChanged 1
		SP:Iteration 85Q (12095.210000 sec): 3 clusters
  Score: Raw -2383167.410468 + Penalty 3219.282805 = -2379948.127663
  nChanged 0
		SP:Iteration 86F (12095.260000 sec): 3 clusters
  Score: Raw -2383167.410468 + Penalty 3219.282805 = -2379948.127663
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12095.480000 sec): 2 clusters
  Score: Raw -8030368.180259 + Penalty 1809.569864 = -8028558.610394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12095.660000 sec): 3 clusters
  Score: Raw -7986244.869169 + Penalty 3619.139729 = -7982625.729440
  nChanged 32725
		SP:Iteration 1F (12095.840000 sec): 3 clusters
  Score: Raw -8005105.331943 + Penalty 3619.139729 = -8001486.192215
  nChanged 3052
		SP:Iteration 2Q (12096.020000 sec): 3 clusters
  Score: Raw -8006256.966727 + Penalty 3619.139729 = -8002637.826999
  nChanged 3778
		SP:Iteration 3F (12096.200000 sec): 3 clusters
  Score: Raw -8008209.774804 + Penalty 3619.139729 = -8004590.635075
  nChanged 4802
		SP:Iteration 4F (12096.380000 sec): 3 clusters
  Score: Raw -8011501.668374 + Penalty 3619.139729 = -8007882.528645
  nChanged 5661
		SP:Iteration 5F (12096.550000 sec): 3 clusters
  Score: Raw -8016229.884107 + Penalty 3619.139729 = -8012610.744378
  nChanged 5555
		SP:Iteration 6F (12096.730000 sec): 3 clusters
  Score: Raw -8021369.839418 + Penalty 3619.139729 = -8017750.699689
  nChanged 4564
		SP:Iteration 7F (12096.910000 sec): 3 clusters
  Score: Raw -8025639.441643 + Penalty 3619.139729 = -8022020.301914
  nChanged 2924
		SP:Iteration 8Q (12097.080000 sec): 3 clusters
  Score: Raw -8028267.894363 + Penalty 3619.139729 = -8024648.754634
  nChanged 1569
		SP:Iteration 9Q (12097.240000 sec): 3 clusters
  Score: Raw -8029561.411519 + Penalty 3619.139729 = -8025942.271790
  nChanged 710
		SP:Iteration 10Q (12097.400000 sec): 3 clusters
  Score: Raw -8030116.851929 + Penalty 3619.139729 = -8026497.712200
  nChanged 317
		SP:Iteration 11Q (12097.540000 sec): 3 clusters
  Score: Raw -8030358.301561 + Penalty 3619.139729 = -8026739.161832
  nChanged 149
		SP:Iteration 12Q (12097.680000 sec): 3 clusters
  Score: Raw -8030494.314494 + Penalty 3619.139729 = -8026875.174765
  nChanged 94
		SP:Iteration 13Q (12097.820000 sec): 3 clusters
  Score: Raw -8030570.441610 + Penalty 3619.139729 = -8026951.301881
  nChanged 59
		SP:Iteration 14Q (12097.950000 sec): 3 clusters
  Score: Raw -8030617.071797 + Penalty 3619.139729 = -8026997.932068
  nChanged 38
		SP:Iteration 15Q (12098.080000 sec): 3 clusters
  Score: Raw -8030649.312069 + Penalty 3619.139729 = -8027030.172340
  nChanged 27
		SP:Iteration 16Q (12098.210000 sec): 3 clusters
  Score: Raw -8030672.515653 + Penalty 3619.139729 = -8027053.375924
  nChanged 20
		SP:Iteration 17Q (12098.340000 sec): 3 clusters
  Score: Raw -8030684.938871 + Penalty 3619.139729 = -8027065.799142
  nChanged 14
		SP:Iteration 18Q (12098.470000 sec): 3 clusters
  Score: Raw -8030694.900962 + Penalty 3619.139729 = -8027075.761234
  nChanged 4
		SP:Iteration 19Q (12098.600000 sec): 3 clusters
  Score: Raw -8030698.209456 + Penalty 3619.139729 = -8027079.069727
  nChanged 5
		SP:Iteration 20F (12098.770000 sec): 3 clusters
  Score: Raw -8030701.422831 + Penalty 3619.139729 = -8027082.283102
  nChanged 6
		SP:Iteration 21Q (12098.900000 sec): 3 clusters
  Score: Raw -8030704.167470 + Penalty 3619.139729 = -8027085.027741
  nChanged 2
		SP:Iteration 22Q (12099.030000 sec): 3 clusters
  Score: Raw -8030705.033348 + Penalty 3619.139729 = -8027085.893619
  nChanged 2
		SP:Iteration 23Q (12099.160000 sec): 3 clusters
  Score: Raw -8030706.893187 + Penalty 3619.139729 = -8027087.753458
  nChanged 3
		SP:Iteration 24Q (12099.280000 sec): 3 clusters
  Score: Raw -8030708.617115 + Penalty 3619.139729 = -8027089.477386
  nChanged 2
		SP:Iteration 25Q (12099.410000 sec): 3 clusters
  Score: Raw -8030709.735428 + Penalty 3619.139729 = -8027090.595700
  nChanged 2
		SP:Iteration 26Q (12099.540000 sec): 3 clusters
  Score: Raw -8030710.557072 + Penalty 3619.139729 = -8027091.417343
  nChanged 4
		SP:Iteration 27Q (12099.670000 sec): 3 clusters
  Score: Raw -8030713.260188 + Penalty 3619.139729 = -8027094.120459
  nChanged 4
		SP:Iteration 28Q (12099.800000 sec): 3 clusters
  Score: Raw -8030715.105845 + Penalty 3619.139729 = -8027095.966116
  nChanged 2
		SP:Iteration 29Q (12099.920000 sec): 3 clusters
  Score: Raw -8030716.406623 + Penalty 3619.139729 = -8027097.266894
  nChanged 2
		SP:Iteration 30Q (12100.050000 sec): 3 clusters
  Score: Raw -8030717.075455 + Penalty 3619.139729 = -8027097.935726
  nChanged 0
		SP:Iteration 31F (12100.220000 sec): 3 clusters
  Score: Raw -8030717.075455 + Penalty 3619.139729 = -8027097.935726
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (29098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12100.330000 sec): 2 clusters
  Score: Raw -3322719.300969 + Penalty 1670.244017 = -3321049.056951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12100.400000 sec): 3 clusters
  Score: Raw -3304728.507884 + Penalty 3340.488035 = -3301388.019849
  nChanged 13598
		SP:Iteration 1F (12100.470000 sec): 3 clusters
  Score: Raw -3312095.485263 + Penalty 3340.488035 = -3308754.997228
  nChanged 1261
		SP:Iteration 2Q (12100.550000 sec): 3 clusters
  Score: Raw -3312503.142959 + Penalty 3340.488035 = -3309162.654925
  nChanged 1223
		SP:Iteration 3Q (12100.620000 sec): 3 clusters
  Score: Raw -3312955.674592 + Penalty 3340.488035 = -3309615.186558
  nChanged 1258
		SP:Iteration 4Q (12100.700000 sec): 3 clusters
  Score: Raw -3313495.094901 + Penalty 3340.488035 = -3310154.606866
  nChanged 1405
		SP:Iteration 5Q (12100.770000 sec): 3 clusters
  Score: Raw -3314216.574815 + Penalty 3340.488035 = -3310876.086780
  nChanged 1630
		SP:Iteration 6F (12100.840000 sec): 3 clusters
  Score: Raw -3315205.742136 + Penalty 3340.488035 = -3311865.254101
  nChanged 1747
		SP:Iteration 7F (12100.920000 sec): 3 clusters
  Score: Raw -3316236.274386 + Penalty 3340.488035 = -3312895.786351
  nChanged 1702
		SP:Iteration 8F (12100.990000 sec): 3 clusters
  Score: Raw -3317127.392894 + Penalty 3340.488035 = -3313786.904859
  nChanged 1472
		SP:Iteration 9F (12101.070000 sec): 3 clusters
  Score: Raw -3317796.861221 + Penalty 3340.488035 = -3314456.373186
  nChanged 1214
		SP:Iteration 10Q (12101.140000 sec): 3 clusters
  Score: Raw -3318285.228506 + Penalty 3340.488035 = -3314944.740471
  nChanged 1015
		SP:Iteration 11Q (12101.220000 sec): 3 clusters
  Score: Raw -3318668.648737 + Penalty 3340.488035 = -3315328.160702
  nChanged 881
		SP:Iteration 12Q (12101.290000 sec): 3 clusters
  Score: Raw -3318991.174777 + Penalty 3340.488035 = -3315650.686742
  nChanged 793
		SP:Iteration 13Q (12101.360000 sec): 3 clusters
  Score: Raw -3319306.345347 + Penalty 3340.488035 = -3315965.857312
  nChanged 740
		SP:Iteration 14Q (12101.440000 sec): 3 clusters
  Score: Raw -3319570.162690 + Penalty 3340.488035 = -3316229.674656
  nChanged 663
		SP:Iteration 15Q (12101.510000 sec): 3 clusters
  Score: Raw -3319798.361494 + Penalty 3340.488035 = -3316457.873459
  nChanged 637
		SP:Iteration 16Q (12101.580000 sec): 3 clusters
  Score: Raw -3320009.545898 + Penalty 3340.488035 = -3316669.057863
  nChanged 622
		SP:Iteration 17Q (12101.660000 sec): 3 clusters
  Score: Raw -3320245.427569 + Penalty 3340.488035 = -3316904.939534
  nChanged 641
		SP:Iteration 18Q (12101.730000 sec): 3 clusters
  Score: Raw -3320535.513430 + Penalty 3340.488035 = -3317195.025396
  nChanged 665
		SP:Iteration 19Q (12101.800000 sec): 3 clusters
  Score: Raw -3320899.210970 + Penalty 3340.488035 = -3317558.722935
  nChanged 678
		SP:Iteration 20F (12101.880000 sec): 3 clusters
  Score: Raw -3321323.435762 + Penalty 3340.488035 = -3317982.947727
  nChanged 705
		SP:Iteration 21Q (12101.950000 sec): 3 clusters
  Score: Raw -3321784.700722 + Penalty 3340.488035 = -3318444.212687
  nChanged 623
		SP:Iteration 22Q (12102.020000 sec): 3 clusters
  Score: Raw -3322147.978239 + Penalty 3340.488035 = -3318807.490204
  nChanged 487
		SP:Iteration 23Q (12102.090000 sec): 3 clusters
  Score: Raw -3322407.882560 + Penalty 3340.488035 = -3319067.394525
  nChanged 478
		SP:Iteration 24Q (12102.160000 sec): 3 clusters
  Score: Raw -3322679.948547 + Penalty 3340.488035 = -3319339.460512
  nChanged 443
		SP:Iteration 25Q (12102.230000 sec): 3 clusters
  Score: Raw -3322954.991832 + Penalty 3340.488035 = -3319614.503798
  nChanged 476
		SP:Iteration 26Q (12102.300000 sec): 3 clusters
  Score: Raw -3323252.368261 + Penalty 3340.488035 = -3319911.880227
  nChanged 448
		SP:Iteration 27Q (12102.370000 sec): 3 clusters
  Score: Raw -3323498.317248 + Penalty 3340.488035 = -3320157.829213
  nChanged 432
		SP:Iteration 28Q (12102.440000 sec): 3 clusters
  Score: Raw -3323730.018508 + Penalty 3340.488035 = -3320389.530474
  nChanged 369
		SP:Iteration 29Q (12102.500000 sec): 3 clusters
  Score: Raw -3323925.011145 + Penalty 3340.488035 = -3320584.523111
  nChanged 340
		SP:Iteration 30Q (12102.570000 sec): 3 clusters
  Score: Raw -3324080.540891 + Penalty 3340.488035 = -3320740.052856
  nChanged 301
		SP:Iteration 31Q (12102.630000 sec): 3 clusters
  Score: Raw -3324190.826611 + Penalty 3340.488035 = -3320850.338576
  nChanged 235
		SP:Iteration 32Q (12102.700000 sec): 3 clusters
  Score: Raw -3324258.549296 + Penalty 3340.488035 = -3320918.061261
  nChanged 183
		SP:Iteration 33Q (12102.760000 sec): 3 clusters
  Score: Raw -3324301.920892 + Penalty 3340.488035 = -3320961.432857
  nChanged 153
		SP:Iteration 34Q (12102.820000 sec): 3 clusters
  Score: Raw -3324335.877819 + Penalty 3340.488035 = -3320995.389784
  nChanged 132
		SP:Iteration 35Q (12102.880000 sec): 3 clusters
  Score: Raw -3324363.638358 + Penalty 3340.488035 = -3321023.150323
  nChanged 123
		SP:Iteration 36Q (12102.940000 sec): 3 clusters
  Score: Raw -3324385.705024 + Penalty 3340.488035 = -3321045.216990
  nChanged 96
		SP:Iteration 37Q (12103.010000 sec): 3 clusters
  Score: Raw -3324400.042903 + Penalty 3340.488035 = -3321059.554868
  nChanged 97
		SP:Iteration 38Q (12103.070000 sec): 3 clusters
  Score: Raw -3324414.133488 + Penalty 3340.488035 = -3321073.645453
  nChanged 78
		SP:Iteration 39Q (12103.130000 sec): 3 clusters
  Score: Raw -3324425.054143 + Penalty 3340.488035 = -3321084.566109
  nChanged 71
		SP:Iteration 40F (12103.200000 sec): 3 clusters
  Score: Raw -3324435.916645 + Penalty 3340.488035 = -3321095.428610
  nChanged 58
		SP:Iteration 41Q (12103.260000 sec): 3 clusters
  Score: Raw -3324442.287943 + Penalty 3340.488035 = -3321101.799909
  nChanged 38
		SP:Iteration 42Q (12103.320000 sec): 3 clusters
  Score: Raw -3324446.126600 + Penalty 3340.488035 = -3321105.638565
  nChanged 37
		SP:Iteration 43Q (12103.380000 sec): 3 clusters
  Score: Raw -3324449.700546 + Penalty 3340.488035 = -3321109.212511
  nChanged 30
		SP:Iteration 44Q (12103.440000 sec): 3 clusters
  Score: Raw -3324452.312922 + Penalty 3340.488035 = -3321111.824888
  nChanged 26
		SP:Iteration 45Q (12103.500000 sec): 3 clusters
  Score: Raw -3324454.548963 + Penalty 3340.488035 = -3321114.060928
  nChanged 26
		SP:Iteration 46Q (12103.560000 sec): 3 clusters
  Score: Raw -3324456.536216 + Penalty 3340.488035 = -3321116.048181
  nChanged 32
		SP:Iteration 47Q (12103.630000 sec): 3 clusters
  Score: Raw -3324458.806224 + Penalty 3340.488035 = -3321118.318189
  nChanged 23
		SP:Iteration 48Q (12103.690000 sec): 3 clusters
  Score: Raw -3324460.476174 + Penalty 3340.488035 = -3321119.988140
  nChanged 17
		SP:Iteration 49Q (12103.750000 sec): 3 clusters
  Score: Raw -3324461.547400 + Penalty 3340.488035 = -3321121.059366
  nChanged 8
		SP:Iteration 50Q (12103.810000 sec): 3 clusters
  Score: Raw -3324462.114171 + Penalty 3340.488035 = -3321121.626136
  nChanged 4
		SP:Iteration 51Q (12103.870000 sec): 3 clusters
  Score: Raw -3324462.296784 + Penalty 3340.488035 = -3321121.808750
  nChanged 3
		SP:Iteration 52Q (12103.930000 sec): 3 clusters
  Score: Raw -3324462.395024 + Penalty 3340.488035 = -3321121.906989
  nChanged 3
		SP:Iteration 53Q (12103.990000 sec): 3 clusters
  Score: Raw -3324462.582175 + Penalty 3340.488035 = -3321122.094140
  nChanged 2
		SP:Iteration 54Q (12104.050000 sec): 3 clusters
  Score: Raw -3324462.666369 + Penalty 3340.488035 = -3321122.178334
  nChanged 2
		SP:Iteration 55Q (12104.110000 sec): 3 clusters
  Score: Raw -3324462.780396 + Penalty 3340.488035 = -3321122.292361
  nChanged 3
		SP:Iteration 56Q (12104.170000 sec): 3 clusters
  Score: Raw -3324462.923771 + Penalty 3340.488035 = -3321122.435736
  nChanged 5
		SP:Iteration 57Q (12104.230000 sec): 3 clusters
  Score: Raw -3324463.308818 + Penalty 3340.488035 = -3321122.820783
  nChanged 8
		SP:Iteration 58Q (12104.290000 sec): 3 clusters
  Score: Raw -3324463.788595 + Penalty 3340.488035 = -3321123.300560
  nChanged 6
		SP:Iteration 59Q (12104.350000 sec): 3 clusters
  Score: Raw -3324464.078392 + Penalty 3340.488035 = -3321123.590357
  nChanged 3
		SP:Iteration 60F (12104.420000 sec): 3 clusters
  Score: Raw -3324464.243210 + Penalty 3340.488035 = -3321123.755175
  nChanged 4
		SP:Iteration 61Q (12104.480000 sec): 3 clusters
  Score: Raw -3324464.422861 + Penalty 3340.488035 = -3321123.934826
  nChanged 5
		SP:Iteration 62Q (12104.540000 sec): 3 clusters
  Score: Raw -3324464.700853 + Penalty 3340.488035 = -3321124.212818
  nChanged 3
		SP:Iteration 63Q (12104.600000 sec): 3 clusters
  Score: Raw -3324464.839988 + Penalty 3340.488035 = -3321124.351953
  nChanged 2
		SP:Iteration 64Q (12104.660000 sec): 3 clusters
  Score: Raw -3324464.898152 + Penalty 3340.488035 = -3321124.410117
  nChanged 2
		SP:Iteration 65Q (12104.720000 sec): 3 clusters
  Score: Raw -3324464.950980 + Penalty 3340.488035 = -3321124.462946
  nChanged 4
		SP:Iteration 66Q (12104.790000 sec): 3 clusters
  Score: Raw -3324465.174836 + Penalty 3340.488035 = -3321124.686802
  nChanged 2
		SP:Iteration 67Q (12104.850000 sec): 3 clusters
  Score: Raw -3324465.241767 + Penalty 3340.488035 = -3321124.753733
  nChanged 2
		SP:Iteration 68Q (12104.910000 sec): 3 clusters
  Score: Raw -3324465.330951 + Penalty 3340.488035 = -3321124.842916
  nChanged 0
		SP:Iteration 69F (12104.980000 sec): 3 clusters
  Score: Raw -3324465.330951 + Penalty 3340.488035 = -3321124.842916
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 18.
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12105.040000 sec): 2 clusters
  Score: Raw -1730584.512127 + Penalty 1554.392801 = -1729030.119327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12105.070000 sec): 3 clusters
  Score: Raw -1722226.742228 + Penalty 3108.785602 = -1719117.956626
  nChanged 6353
		SP:Iteration 1F (12105.100000 sec): 3 clusters
  Score: Raw -1725563.880190 + Penalty 3108.785602 = -1722455.094588
  nChanged 690
		SP:Iteration 2Q (12105.140000 sec): 3 clusters
  Score: Raw -1725791.202769 + Penalty 3108.785602 = -1722682.417167
  nChanged 588
		SP:Iteration 3Q (12105.170000 sec): 3 clusters
  Score: Raw -1725966.472020 + Penalty 3108.785602 = -1722857.686418
  nChanged 514
		SP:Iteration 4Q (12105.210000 sec): 3 clusters
  Score: Raw -1726133.034413 + Penalty 3108.785602 = -1723024.248811
  nChanged 506
		SP:Iteration 5Q (12105.240000 sec): 3 clusters
  Score: Raw -1726295.542415 + Penalty 3108.785602 = -1723186.756813
  nChanged 465
		SP:Iteration 6Q (12105.280000 sec): 3 clusters
  Score: Raw -1726450.280041 + Penalty 3108.785602 = -1723341.494439
  nChanged 511
		SP:Iteration 7Q (12105.310000 sec): 3 clusters
  Score: Raw -1726660.588866 + Penalty 3108.785602 = -1723551.803264
  nChanged 572
		SP:Iteration 8Q (12105.350000 sec): 3 clusters
  Score: Raw -1726929.474753 + Penalty 3108.785602 = -1723820.689151
  nChanged 659
		SP:Iteration 9Q (12105.380000 sec): 3 clusters
  Score: Raw -1727289.553161 + Penalty 3108.785602 = -1724180.767559
  nChanged 788
		SP:Iteration 10F (12105.420000 sec): 3 clusters
  Score: Raw -1727810.988047 + Penalty 3108.785602 = -1724702.202445
  nChanged 860
		SP:Iteration 11F (12105.450000 sec): 3 clusters
  Score: Raw -1728453.680960 + Penalty 3108.785602 = -1725344.895358
  nChanged 816
		SP:Iteration 12F (12105.480000 sec): 3 clusters
  Score: Raw -1729122.968449 + Penalty 3108.785602 = -1726014.182847
  nChanged 727
		SP:Iteration 13F (12105.520000 sec): 3 clusters
  Score: Raw -1729774.653322 + Penalty 3108.785602 = -1726665.867720
  nChanged 493
		SP:Iteration 14Q (12105.550000 sec): 3 clusters
  Score: Raw -1730231.262149 + Penalty 3108.785602 = -1727122.476547
  nChanged 288
		SP:Iteration 15Q (12105.580000 sec): 3 clusters
  Score: Raw -1730498.702575 + Penalty 3108.785602 = -1727389.916973
  nChanged 176
		SP:Iteration 16Q (12105.610000 sec): 3 clusters
  Score: Raw -1730681.794650 + Penalty 3108.785602 = -1727573.009048
  nChanged 97
		SP:Iteration 17Q (12105.640000 sec): 3 clusters
  Score: Raw -1730770.633056 + Penalty 3108.785602 = -1727661.847454
  nChanged 65
		SP:Iteration 18Q (12105.670000 sec): 3 clusters
  Score: Raw -1730828.198158 + Penalty 3108.785602 = -1727719.412557
  nChanged 49
		SP:Iteration 19Q (12105.700000 sec): 3 clusters
  Score: Raw -1730868.931566 + Penalty 3108.785602 = -1727760.145965
  nChanged 34
		SP:Iteration 20F (12105.730000 sec): 3 clusters
  Score: Raw -1730895.928162 + Penalty 3108.785602 = -1727787.142561
  nChanged 22
		SP:Iteration 21Q (12105.760000 sec): 3 clusters
  Score: Raw -1730916.443167 + Penalty 3108.785602 = -1727807.657565
  nChanged 20
		SP:Iteration 22Q (12105.780000 sec): 3 clusters
  Score: Raw -1730934.509074 + Penalty 3108.785602 = -1727825.723472
  nChanged 17
		SP:Iteration 23Q (12105.810000 sec): 3 clusters
  Score: Raw -1730944.747733 + Penalty 3108.785602 = -1727835.962131
  nChanged 11
		SP:Iteration 24Q (12105.830000 sec): 3 clusters
  Score: Raw -1730952.407908 + Penalty 3108.785602 = -1727843.622306
  nChanged 4
		SP:Iteration 25Q (12105.860000 sec): 3 clusters
  Score: Raw -1730954.763990 + Penalty 3108.785602 = -1727845.978388
  nChanged 2
		SP:Iteration 26Q (12105.880000 sec): 3 clusters
  Score: Raw -1730956.244841 + Penalty 3108.785602 = -1727847.459239
  nChanged 1
		SP:Iteration 27Q (12105.910000 sec): 3 clusters
  Score: Raw -1730956.461221 + Penalty 3108.785602 = -1727847.675619
  nChanged 0
		SP:Iteration 28F (12105.940000 sec): 3 clusters
  Score: Raw -1730956.461221 + Penalty 3108.785602 = -1727847.675619
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12105.960000 sec): 2 clusters
  Score: Raw -131107.822984 + Penalty 1161.733885 = -129946.089099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12105.960000 sec): 3 clusters
  Score: Raw -130652.945630 + Penalty 2323.467770 = -128329.477860
  nChanged 421
		SP:Iteration 1F (12105.960000 sec): 3 clusters
  Score: Raw -131078.413563 + Penalty 2323.467770 = -128754.945794
  nChanged 141
		SP:Iteration 2F (12105.970000 sec): 3 clusters
  Score: Raw -131269.121583 + Penalty 2323.467770 = -128945.653814
  nChanged 79
		SP:Iteration 3F (12105.970000 sec): 3 clusters
  Score: Raw -131395.878919 + Penalty 2323.467770 = -129072.411150
  nChanged 67
		SP:Iteration 4F (12105.970000 sec): 3 clusters
  Score: Raw -131500.127002 + Penalty 2323.467770 = -129176.659233
  nChanged 48
		SP:Iteration 5Q (12105.970000 sec): 3 clusters
  Score: Raw -131576.760012 + Penalty 2323.467770 = -129253.292243
  nChanged 41
		SP:Iteration 6Q (12105.980000 sec): 3 clusters
  Score: Raw -131621.945020 + Penalty 2323.467770 = -129298.477250
  nChanged 28
		SP:Iteration 7Q (12105.980000 sec): 3 clusters
  Score: Raw -131652.945131 + Penalty 2323.467770 = -129329.477361
  nChanged 16
		SP:Iteration 8Q (12105.980000 sec): 3 clusters
  Score: Raw -131673.433417 + Penalty 2323.467770 = -129349.965648
  nChanged 15
		SP:Iteration 9Q (12105.980000 sec): 3 clusters
  Score: Raw -131690.204105 + Penalty 2323.467770 = -129366.736336
  nChanged 13
		SP:Iteration 10Q (12105.990000 sec): 3 clusters
  Score: Raw -131701.534897 + Penalty 2323.467770 = -129378.067128
  nChanged 11
		SP:Iteration 11Q (12105.990000 sec): 3 clusters
  Score: Raw -131711.993005 + Penalty 2323.467770 = -129388.525235
  nChanged 11
		SP:Iteration 12Q (12105.990000 sec): 3 clusters
  Score: Raw -131722.791427 + Penalty 2323.467770 = -129399.323658
  nChanged 8
		SP:Iteration 13Q (12106.000000 sec): 3 clusters
  Score: Raw -131730.000391 + Penalty 2323.467770 = -129406.532621
  nChanged 4
		SP:Iteration 14Q (12106.000000 sec): 3 clusters
  Score: Raw -131732.713976 + Penalty 2323.467770 = -129409.246206
  nChanged 0
		SP:Iteration 15F (12106.000000 sec): 3 clusters
  Score: Raw -131732.713976 + Penalty 2323.467770 = -129409.246206
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (14624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12106.050000 sec): 2 clusters
  Score: Raw -1679079.193251 + Penalty 1558.443135 = -1677520.750116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12106.090000 sec): 3 clusters
  Score: Raw -1670523.275933 + Penalty 3116.886270 = -1667406.389663
  nChanged 6475
		SP:Iteration 1F (12106.130000 sec): 3 clusters
  Score: Raw -1674159.781926 + Penalty 3116.886270 = -1671042.895656
  nChanged 961
		SP:Iteration 2F (12106.160000 sec): 3 clusters
  Score: Raw -1674646.514935 + Penalty 3116.886270 = -1671529.628665
  nChanged 892
		SP:Iteration 3F (12106.200000 sec): 3 clusters
  Score: Raw -1675134.364093 + Penalty 3116.886270 = -1672017.477823
  nChanged 864
		SP:Iteration 4F (12106.240000 sec): 3 clusters
  Score: Raw -1675625.069542 + Penalty 3116.886270 = -1672508.183271
  nChanged 852
		SP:Iteration 5F (12106.280000 sec): 3 clusters
  Score: Raw -1676090.529078 + Penalty 3116.886270 = -1672973.642807
  nChanged 723
		SP:Iteration 6Q (12106.310000 sec): 3 clusters
  Score: Raw -1676460.300252 + Penalty 3116.886270 = -1673343.413982
  nChanged 633
		SP:Iteration 7Q (12106.350000 sec): 3 clusters
  Score: Raw -1676762.292912 + Penalty 3116.886270 = -1673645.406642
  nChanged 532
		SP:Iteration 8Q (12106.390000 sec): 3 clusters
  Score: Raw -1677011.852451 + Penalty 3116.886270 = -1673894.966181
  nChanged 457
		SP:Iteration 9Q (12106.420000 sec): 3 clusters
  Score: Raw -1677240.179189 + Penalty 3116.886270 = -1674123.292919
  nChanged 436
		SP:Iteration 10Q (12106.460000 sec): 3 clusters
  Score: Raw -1677469.771692 + Penalty 3116.886270 = -1674352.885422
  nChanged 401
		SP:Iteration 11Q (12106.490000 sec): 3 clusters
  Score: Raw -1677689.850953 + Penalty 3116.886270 = -1674572.964683
  nChanged 358
		SP:Iteration 12Q (12106.530000 sec): 3 clusters
  Score: Raw -1677917.328090 + Penalty 3116.886270 = -1674800.441820
  nChanged 336
		SP:Iteration 13Q (12106.560000 sec): 3 clusters
  Score: Raw -1678124.468416 + Penalty 3116.886270 = -1675007.582146
  nChanged 312
		SP:Iteration 14Q (12106.600000 sec): 3 clusters
  Score: Raw -1678315.581646 + Penalty 3116.886270 = -1675198.695375
  nChanged 254
		SP:Iteration 15Q (12106.630000 sec): 3 clusters
  Score: Raw -1678468.096984 + Penalty 3116.886270 = -1675351.210714
  nChanged 207
		SP:Iteration 16Q (12106.660000 sec): 3 clusters
  Score: Raw -1678603.201268 + Penalty 3116.886270 = -1675486.314998
  nChanged 174
		SP:Iteration 17Q (12106.690000 sec): 3 clusters
  Score: Raw -1678730.770428 + Penalty 3116.886270 = -1675613.884157
  nChanged 165
		SP:Iteration 18Q (12106.720000 sec): 3 clusters
  Score: Raw -1678837.811527 + Penalty 3116.886270 = -1675720.925257
  nChanged 139
		SP:Iteration 19Q (12106.750000 sec): 3 clusters
  Score: Raw -1678921.179257 + Penalty 3116.886270 = -1675804.292987
  nChanged 106
		SP:Iteration 20F (12106.790000 sec): 3 clusters
  Score: Raw -1678983.001361 + Penalty 3116.886270 = -1675866.115091
  nChanged 98
		SP:Iteration 21Q (12106.820000 sec): 3 clusters
  Score: Raw -1679031.821531 + Penalty 3116.886270 = -1675914.935261
  nChanged 77
		SP:Iteration 22Q (12106.840000 sec): 3 clusters
  Score: Raw -1679063.963868 + Penalty 3116.886270 = -1675947.077597
  nChanged 64
		SP:Iteration 23Q (12106.870000 sec): 3 clusters
  Score: Raw -1679093.681980 + Penalty 3116.886270 = -1675976.795709
  nChanged 67
		SP:Iteration 24Q (12106.900000 sec): 3 clusters
  Score: Raw -1679123.994745 + Penalty 3116.886270 = -1676007.108474
  nChanged 61
		SP:Iteration 25Q (12106.930000 sec): 3 clusters
  Score: Raw -1679151.871123 + Penalty 3116.886270 = -1676034.984853
  nChanged 46
		SP:Iteration 26Q (12106.960000 sec): 3 clusters
  Score: Raw -1679174.216434 + Penalty 3116.886270 = -1676057.330164
  nChanged 36
		SP:Iteration 27Q (12106.980000 sec): 3 clusters
  Score: Raw -1679190.184831 + Penalty 3116.886270 = -1676073.298560
  nChanged 33
		SP:Iteration 28Q (12107.010000 sec): 3 clusters
  Score: Raw -1679204.890127 + Penalty 3116.886270 = -1676088.003856
  nChanged 32
		SP:Iteration 29Q (12107.040000 sec): 3 clusters
  Score: Raw -1679217.670779 + Penalty 3116.886270 = -1676100.784508
  nChanged 18
		SP:Iteration 30Q (12107.070000 sec): 3 clusters
  Score: Raw -1679227.564565 + Penalty 3116.886270 = -1676110.678295
  nChanged 22
		SP:Iteration 31Q (12107.090000 sec): 3 clusters
  Score: Raw -1679237.872015 + Penalty 3116.886270 = -1676120.985744
  nChanged 21
		SP:Iteration 32Q (12107.120000 sec): 3 clusters
  Score: Raw -1679246.237791 + Penalty 3116.886270 = -1676129.351521
  nChanged 18
		SP:Iteration 33Q (12107.150000 sec): 3 clusters
  Score: Raw -1679254.081244 + Penalty 3116.886270 = -1676137.194973
  nChanged 18
		SP:Iteration 34Q (12107.170000 sec): 3 clusters
  Score: Raw -1679263.497971 + Penalty 3116.886270 = -1676146.611700
  nChanged 16
		SP:Iteration 35Q (12107.200000 sec): 3 clusters
  Score: Raw -1679269.338252 + Penalty 3116.886270 = -1676152.451982
  nChanged 14
		SP:Iteration 36Q (12107.230000 sec): 3 clusters
  Score: Raw -1679277.726130 + Penalty 3116.886270 = -1676160.839860
  nChanged 11
		SP:Iteration 37Q (12107.250000 sec): 3 clusters
  Score: Raw -1679283.565939 + Penalty 3116.886270 = -1676166.679668
  nChanged 15
		SP:Iteration 38Q (12107.280000 sec): 3 clusters
  Score: Raw -1679289.462597 + Penalty 3116.886270 = -1676172.576327
  nChanged 13
		SP:Iteration 39Q (12107.300000 sec): 3 clusters
  Score: Raw -1679298.122318 + Penalty 3116.886270 = -1676181.236048
  nChanged 17
		SP:Iteration 40F (12107.340000 sec): 3 clusters
  Score: Raw -1679304.197760 + Penalty 3116.886270 = -1676187.311489
  nChanged 9
		SP:Iteration 41Q (12107.370000 sec): 3 clusters
  Score: Raw -1679308.149410 + Penalty 3116.886270 = -1676191.263139
  nChanged 6
		SP:Iteration 42Q (12107.390000 sec): 3 clusters
  Score: Raw -1679311.084891 + Penalty 3116.886270 = -1676194.198621
  nChanged 7
		SP:Iteration 43Q (12107.420000 sec): 3 clusters
  Score: Raw -1679314.391609 + Penalty 3116.886270 = -1676197.505338
  nChanged 3
		SP:Iteration 44Q (12107.450000 sec): 3 clusters
  Score: Raw -1679316.279996 + Penalty 3116.886270 = -1676199.393725
  nChanged 3
		SP:Iteration 45Q (12107.480000 sec): 3 clusters
  Score: Raw -1679318.282341 + Penalty 3116.886270 = -1676201.396071
  nChanged 4
		SP:Iteration 46Q (12107.500000 sec): 3 clusters
  Score: Raw -1679321.326368 + Penalty 3116.886270 = -1676204.440097
  nChanged 4
		SP:Iteration 47Q (12107.530000 sec): 3 clusters
  Score: Raw -1679324.014003 + Penalty 3116.886270 = -1676207.127733
  nChanged 7
		SP:Iteration 48Q (12107.550000 sec): 3 clusters
  Score: Raw -1679327.486963 + Penalty 3116.886270 = -1676210.600692
  nChanged 6
		SP:Iteration 49Q (12107.580000 sec): 3 clusters
  Score: Raw -1679330.234543 + Penalty 3116.886270 = -1676213.348272
  nChanged 7
		SP:Iteration 50Q (12107.600000 sec): 3 clusters
  Score: Raw -1679334.041926 + Penalty 3116.886270 = -1676217.155656
  nChanged 3
		SP:Iteration 51Q (12107.630000 sec): 3 clusters
  Score: Raw -1679336.240406 + Penalty 3116.886270 = -1676219.354135
  nChanged 4
		SP:Iteration 52Q (12107.660000 sec): 3 clusters
  Score: Raw -1679338.237103 + Penalty 3116.886270 = -1676221.350832
  nChanged 3
		SP:Iteration 53Q (12107.680000 sec): 3 clusters
  Score: Raw -1679340.532959 + Penalty 3116.886270 = -1676223.646689
  nChanged 7
		SP:Iteration 54Q (12107.710000 sec): 3 clusters
  Score: Raw -1679345.239722 + Penalty 3116.886270 = -1676228.353451
  nChanged 7
		SP:Iteration 55Q (12107.740000 sec): 3 clusters
  Score: Raw -1679349.504435 + Penalty 3116.886270 = -1676232.618165
  nChanged 6
		SP:Iteration 56Q (12107.760000 sec): 3 clusters
  Score: Raw -1679352.037002 + Penalty 3116.886270 = -1676235.150731
  nChanged 4
		SP:Iteration 57Q (12107.790000 sec): 3 clusters
  Score: Raw -1679355.378128 + Penalty 3116.886270 = -1676238.491858
  nChanged 7
		SP:Iteration 58Q (12107.820000 sec): 3 clusters
  Score: Raw -1679360.347573 + Penalty 3116.886270 = -1676243.461302
  nChanged 10
		SP:Iteration 59Q (12107.840000 sec): 3 clusters
  Score: Raw -1679368.070321 + Penalty 3116.886270 = -1676251.184051
  nChanged 8
		SP:Iteration 60F (12107.880000 sec): 3 clusters
  Score: Raw -1679376.092200 + Penalty 3116.886270 = -1676259.205930
  nChanged 10
		SP:Iteration 61Q (12107.900000 sec): 3 clusters
  Score: Raw -1679381.881335 + Penalty 3116.886270 = -1676264.995064
  nChanged 8
		SP:Iteration 62Q (12107.930000 sec): 3 clusters
  Score: Raw -1679385.496078 + Penalty 3116.886270 = -1676268.609807
  nChanged 9
		SP:Iteration 63Q (12107.950000 sec): 3 clusters
  Score: Raw -1679389.958080 + Penalty 3116.886270 = -1676273.071810
  nChanged 3
		SP:Iteration 64Q (12107.980000 sec): 3 clusters
  Score: Raw -1679391.878861 + Penalty 3116.886270 = -1676274.992590
  nChanged 7
		SP:Iteration 65Q (12108.000000 sec): 3 clusters
  Score: Raw -1679396.119731 + Penalty 3116.886270 = -1676279.233461
  nChanged 6
		SP:Iteration 66Q (12108.030000 sec): 3 clusters
  Score: Raw -1679400.286519 + Penalty 3116.886270 = -1676283.400248
  nChanged 9
		SP:Iteration 67Q (12108.060000 sec): 3 clusters
  Score: Raw -1679405.273263 + Penalty 3116.886270 = -1676288.386992
  nChanged 5
		SP:Iteration 68Q (12108.080000 sec): 3 clusters
  Score: Raw -1679408.104866 + Penalty 3116.886270 = -1676291.218595
  nChanged 6
		SP:Iteration 69Q (12108.110000 sec): 3 clusters
  Score: Raw -1679410.511104 + Penalty 3116.886270 = -1676293.624833
  nChanged 1
		SP:Iteration 70Q (12108.130000 sec): 3 clusters
  Score: Raw -1679410.818135 + Penalty 3116.886270 = -1676293.931864
  nChanged 0
		SP:Iteration 71F (12108.170000 sec): 3 clusters
  Score: Raw -1679410.818135 + Penalty 3116.886270 = -1676293.931864
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12108.270000 sec): 2 clusters
  Score: Raw -4010806.721578 + Penalty 1699.793999 = -4009106.927579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12108.360000 sec): 3 clusters
  Score: Raw -3989127.604775 + Penalty 3399.587997 = -3985728.016777
  nChanged 16040
		SP:Iteration 1F (12108.450000 sec): 3 clusters
  Score: Raw -3998171.565048 + Penalty 3399.587997 = -3994771.977051
  nChanged 1533
		SP:Iteration 2Q (12108.540000 sec): 3 clusters
  Score: Raw -3998706.886132 + Penalty 3399.587997 = -3995307.298134
  nChanged 1624
		SP:Iteration 3Q (12108.640000 sec): 3 clusters
  Score: Raw -3999354.696028 + Penalty 3399.587997 = -3995955.108031
  nChanged 1734
		SP:Iteration 4Q (12108.730000 sec): 3 clusters
  Score: Raw -4000211.642553 + Penalty 3399.587997 = -3996812.054556
  nChanged 1993
		SP:Iteration 5F (12108.820000 sec): 3 clusters
  Score: Raw -4001413.419423 + Penalty 3399.587997 = -3998013.831426
  nChanged 2343
		SP:Iteration 6F (12108.920000 sec): 3 clusters
  Score: Raw -4003064.700962 + Penalty 3399.587997 = -3999665.112965
  nChanged 2559
		SP:Iteration 7F (12109.010000 sec): 3 clusters
  Score: Raw -4005054.215302 + Penalty 3399.587997 = -4001654.627304
  nChanged 2375
		SP:Iteration 8F (12109.100000 sec): 3 clusters
  Score: Raw -4007150.364420 + Penalty 3399.587997 = -4003750.776422
  nChanged 1914
		SP:Iteration 9F (12109.190000 sec): 3 clusters
  Score: Raw -4008876.145587 + Penalty 3399.587997 = -4005476.557589
  nChanged 1191
		SP:Iteration 10Q (12109.280000 sec): 3 clusters
  Score: Raw -4009960.267514 + Penalty 3399.587997 = -4006560.679516
  nChanged 672
		SP:Iteration 11Q (12109.360000 sec): 3 clusters
  Score: Raw -4010548.251004 + Penalty 3399.587997 = -4007148.663006
  nChanged 300
		SP:Iteration 12Q (12109.440000 sec): 3 clusters
  Score: Raw -4010797.014483 + Penalty 3399.587997 = -4007397.426486
  nChanged 148
		SP:Iteration 13Q (12109.520000 sec): 3 clusters
  Score: Raw -4010926.934520 + Penalty 3399.587997 = -4007527.346523
  nChanged 90
		SP:Iteration 14Q (12109.580000 sec): 3 clusters
  Score: Raw -4011008.207164 + Penalty 3399.587997 = -4007608.619167
  nChanged 61
		SP:Iteration 15Q (12109.660000 sec): 3 clusters
  Score: Raw -4011063.868546 + Penalty 3399.587997 = -4007664.280548
  nChanged 26
		SP:Iteration 16Q (12109.720000 sec): 3 clusters
  Score: Raw -4011086.670884 + Penalty 3399.587997 = -4007687.082886
  nChanged 13
		SP:Iteration 17Q (12109.790000 sec): 3 clusters
  Score: Raw -4011099.314629 + Penalty 3399.587997 = -4007699.726632
  nChanged 12
		SP:Iteration 18Q (12109.860000 sec): 3 clusters
  Score: Raw -4011109.986829 + Penalty 3399.587997 = -4007710.398832
  nChanged 3
		SP:Iteration 19Q (12109.930000 sec): 3 clusters
  Score: Raw -4011111.238825 + Penalty 3399.587997 = -4007711.650828
  nChanged 0
		SP:Iteration 20F (12110.020000 sec): 3 clusters
  Score: Raw -4011113.094467 + Penalty 3399.587997 = -4007713.506469
  nChanged 1
		SP:Iteration 21Q (12110.090000 sec): 3 clusters
  Score: Raw -4011114.893608 + Penalty 3399.587997 = -4007715.305611
  nChanged 3
		SP:Iteration 22Q (12110.160000 sec): 3 clusters
  Score: Raw -4011118.572619 + Penalty 3399.587997 = -4007718.984622
  nChanged 2
		SP:Iteration 23Q (12110.220000 sec): 3 clusters
  Score: Raw -4011120.087416 + Penalty 3399.587997 = -4007720.499419
  nChanged 2
		SP:Iteration 24Q (12110.290000 sec): 3 clusters
  Score: Raw -4011121.351976 + Penalty 3399.587997 = -4007721.763979
  nChanged 2
		SP:Iteration 25Q (12110.360000 sec): 3 clusters
  Score: Raw -4011122.555712 + Penalty 3399.587997 = -4007722.967715
  nChanged 0
		SP:Iteration 26F (12110.450000 sec): 3 clusters
  Score: Raw -4011122.555712 + Penalty 3399.587997 = -4007722.967715
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12110.510000 sec): 2 clusters
  Score: Raw -2360952.878931 + Penalty 1610.426057 = -2359342.452874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12110.570000 sec): 3 clusters
  Score: Raw -2348879.080448 + Penalty 3220.852114 = -2345658.228334
  nChanged 9117
		SP:Iteration 1F (12110.620000 sec): 3 clusters
  Score: Raw -2353810.904300 + Penalty 3220.852114 = -2350590.052186
  nChanged 1081
		SP:Iteration 2F (12110.670000 sec): 3 clusters
  Score: Raw -2354219.344058 + Penalty 3220.852114 = -2350998.491943
  nChanged 898
		SP:Iteration 3Q (12110.720000 sec): 3 clusters
  Score: Raw -2354580.051023 + Penalty 3220.852114 = -2351359.198909
  nChanged 902
		SP:Iteration 4Q (12110.780000 sec): 3 clusters
  Score: Raw -2355001.705873 + Penalty 3220.852114 = -2351780.853759
  nChanged 939
		SP:Iteration 5Q (12110.830000 sec): 3 clusters
  Score: Raw -2355512.820753 + Penalty 3220.852114 = -2352291.968638
  nChanged 1025
		SP:Iteration 6F (12110.880000 sec): 3 clusters
  Score: Raw -2356114.605639 + Penalty 3220.852114 = -2352893.753525
  nChanged 1013
		SP:Iteration 7F (12110.940000 sec): 3 clusters
  Score: Raw -2356716.592565 + Penalty 3220.852114 = -2353495.740451
  nChanged 981
		SP:Iteration 8Q (12110.990000 sec): 3 clusters
  Score: Raw -2357327.559915 + Penalty 3220.852114 = -2354106.707801
  nChanged 935
		SP:Iteration 9Q (12111.040000 sec): 3 clusters
  Score: Raw -2358028.045199 + Penalty 3220.852114 = -2354807.193084
  nChanged 902
		SP:Iteration 10Q (12111.100000 sec): 3 clusters
  Score: Raw -2358774.667599 + Penalty 3220.852114 = -2355553.815484
  nChanged 799
		SP:Iteration 11Q (12111.150000 sec): 3 clusters
  Score: Raw -2359342.242472 + Penalty 3220.852114 = -2356121.390358
  nChanged 591
		SP:Iteration 12Q (12111.200000 sec): 3 clusters
  Score: Raw -2359713.437816 + Penalty 3220.852114 = -2356492.585701
  nChanged 502
		SP:Iteration 13Q (12111.240000 sec): 3 clusters
  Score: Raw -2360013.256677 + Penalty 3220.852114 = -2356792.404562
  nChanged 413
		SP:Iteration 14Q (12111.290000 sec): 3 clusters
  Score: Raw -2360213.481133 + Penalty 3220.852114 = -2356992.629019
  nChanged 331
		SP:Iteration 15Q (12111.340000 sec): 3 clusters
  Score: Raw -2360359.922658 + Penalty 3220.852114 = -2357139.070544
  nChanged 254
		SP:Iteration 16Q (12111.380000 sec): 3 clusters
  Score: Raw -2360457.674587 + Penalty 3220.852114 = -2357236.822472
  nChanged 221
		SP:Iteration 17Q (12111.430000 sec): 3 clusters
  Score: Raw -2360546.733505 + Penalty 3220.852114 = -2357325.881390
  nChanged 196
		SP:Iteration 18Q (12111.480000 sec): 3 clusters
  Score: Raw -2360612.699594 + Penalty 3220.852114 = -2357391.847480
  nChanged 175
		SP:Iteration 19Q (12111.520000 sec): 3 clusters
  Score: Raw -2360667.684076 + Penalty 3220.852114 = -2357446.831962
  nChanged 155
		SP:Iteration 20F (12111.580000 sec): 3 clusters
  Score: Raw -2360709.852869 + Penalty 3220.852114 = -2357489.000755
  nChanged 134
		SP:Iteration 21Q (12111.620000 sec): 3 clusters
  Score: Raw -2360747.327978 + Penalty 3220.852114 = -2357526.475863
  nChanged 122
		SP:Iteration 22Q (12111.670000 sec): 3 clusters
  Score: Raw -2360783.519759 + Penalty 3220.852114 = -2357562.667645
  nChanged 102
		SP:Iteration 23Q (12111.710000 sec): 3 clusters
  Score: Raw -2360814.753672 + Penalty 3220.852114 = -2357593.901558
  nChanged 98
		SP:Iteration 24Q (12111.760000 sec): 3 clusters
  Score: Raw -2360840.460933 + Penalty 3220.852114 = -2357619.608819
  nChanged 88
		SP:Iteration 25Q (12111.810000 sec): 3 clusters
  Score: Raw -2360866.567188 + Penalty 3220.852114 = -2357645.715074
  nChanged 110
		SP:Iteration 26Q (12111.850000 sec): 3 clusters
  Score: Raw -2360900.582864 + Penalty 3220.852114 = -2357679.730750
  nChanged 110
		SP:Iteration 27Q (12111.900000 sec): 3 clusters
  Score: Raw -2360931.955353 + Penalty 3220.852114 = -2357711.103238
  nChanged 110
		SP:Iteration 28Q (12111.940000 sec): 3 clusters
  Score: Raw -2360963.727976 + Penalty 3220.852114 = -2357742.875862
  nChanged 98
		SP:Iteration 29Q (12111.990000 sec): 3 clusters
  Score: Raw -2360995.894004 + Penalty 3220.852114 = -2357775.041889
  nChanged 99
		SP:Iteration 30Q (12112.040000 sec): 3 clusters
  Score: Raw -2361034.303715 + Penalty 3220.852114 = -2357813.451601
  nChanged 97
		SP:Iteration 31Q (12112.080000 sec): 3 clusters
  Score: Raw -2361074.727529 + Penalty 3220.852114 = -2357853.875414
  nChanged 101
		SP:Iteration 32Q (12112.120000 sec): 3 clusters
  Score: Raw -2361115.072460 + Penalty 3220.852114 = -2357894.220345
  nChanged 100
		SP:Iteration 33Q (12112.170000 sec): 3 clusters
  Score: Raw -2361153.430106 + Penalty 3220.852114 = -2357932.577992
  nChanged 97
		SP:Iteration 34Q (12112.210000 sec): 3 clusters
  Score: Raw -2361185.163499 + Penalty 3220.852114 = -2357964.311384
  nChanged 76
		SP:Iteration 35Q (12112.250000 sec): 3 clusters
  Score: Raw -2361208.324032 + Penalty 3220.852114 = -2357987.471918
  nChanged 60
		SP:Iteration 36Q (12112.300000 sec): 3 clusters
  Score: Raw -2361225.910377 + Penalty 3220.852114 = -2358005.058263
  nChanged 64
		SP:Iteration 37Q (12112.340000 sec): 3 clusters
  Score: Raw -2361246.758918 + Penalty 3220.852114 = -2358025.906803
  nChanged 58
		SP:Iteration 38Q (12112.380000 sec): 3 clusters
  Score: Raw -2361265.852779 + Penalty 3220.852114 = -2358045.000665
  nChanged 59
		SP:Iteration 39Q (12112.420000 sec): 3 clusters
  Score: Raw -2361283.014613 + Penalty 3220.852114 = -2358062.162498
  nChanged 38
		SP:Iteration 40F (12112.480000 sec): 3 clusters
  Score: Raw -2361292.703921 + Penalty 3220.852114 = -2358071.851806
  nChanged 20
		SP:Iteration 41Q (12112.520000 sec): 3 clusters
  Score: Raw -2361298.923969 + Penalty 3220.852114 = -2358078.071855
  nChanged 23
		SP:Iteration 42Q (12112.560000 sec): 3 clusters
  Score: Raw -2361306.597538 + Penalty 3220.852114 = -2358085.745424
  nChanged 27
		SP:Iteration 43Q (12112.600000 sec): 3 clusters
  Score: Raw -2361314.234021 + Penalty 3220.852114 = -2358093.381907
  nChanged 31
		SP:Iteration 44Q (12112.640000 sec): 3 clusters
  Score: Raw -2361323.672128 + Penalty 3220.852114 = -2358102.820014
  nChanged 25
		SP:Iteration 45Q (12112.680000 sec): 3 clusters
  Score: Raw -2361330.553609 + Penalty 3220.852114 = -2358109.701495
  nChanged 26
		SP:Iteration 46Q (12112.730000 sec): 3 clusters
  Score: Raw -2361337.633198 + Penalty 3220.852114 = -2358116.781083
  nChanged 18
		SP:Iteration 47Q (12112.770000 sec): 3 clusters
  Score: Raw -2361342.781570 + Penalty 3220.852114 = -2358121.929456
  nChanged 19
		SP:Iteration 48Q (12112.810000 sec): 3 clusters
  Score: Raw -2361348.544112 + Penalty 3220.852114 = -2358127.691998
  nChanged 27
		SP:Iteration 49Q (12112.850000 sec): 3 clusters
  Score: Raw -2361358.001219 + Penalty 3220.852114 = -2358137.149105
  nChanged 23
		SP:Iteration 50Q (12112.900000 sec): 3 clusters
  Score: Raw -2361366.802337 + Penalty 3220.852114 = -2358145.950223
  nChanged 20
		SP:Iteration 51Q (12112.940000 sec): 3 clusters
  Score: Raw -2361376.537671 + Penalty 3220.852114 = -2358155.685556
  nChanged 22
		SP:Iteration 52Q (12112.980000 sec): 3 clusters
  Score: Raw -2361384.018120 + Penalty 3220.852114 = -2358163.166005
  nChanged 18
		SP:Iteration 53Q (12113.020000 sec): 3 clusters
  Score: Raw -2361389.894466 + Penalty 3220.852114 = -2358169.042351
  nChanged 16
		SP:Iteration 54Q (12113.060000 sec): 3 clusters
  Score: Raw -2361395.419967 + Penalty 3220.852114 = -2358174.567852
  nChanged 12
		SP:Iteration 55Q (12113.100000 sec): 3 clusters
  Score: Raw -2361400.211455 + Penalty 3220.852114 = -2358179.359340
  nChanged 19
		SP:Iteration 56Q (12113.140000 sec): 3 clusters
  Score: Raw -2361405.330758 + Penalty 3220.852114 = -2358184.478644
  nChanged 13
		SP:Iteration 57Q (12113.180000 sec): 3 clusters
  Score: Raw -2361408.924854 + Penalty 3220.852114 = -2358188.072739
  nChanged 8
		SP:Iteration 58Q (12113.230000 sec): 3 clusters
  Score: Raw -2361410.917563 + Penalty 3220.852114 = -2358190.065449
  nChanged 8
		SP:Iteration 59Q (12113.270000 sec): 3 clusters
  Score: Raw -2361414.042179 + Penalty 3220.852114 = -2358193.190065
  nChanged 10
		SP:Iteration 60F (12113.320000 sec): 3 clusters
  Score: Raw -2361417.761023 + Penalty 3220.852114 = -2358196.908909
  nChanged 8
		SP:Iteration 61Q (12113.360000 sec): 3 clusters
  Score: Raw -2361419.621069 + Penalty 3220.852114 = -2358198.768955
  nChanged 6
		SP:Iteration 62Q (12113.400000 sec): 3 clusters
  Score: Raw -2361421.166349 + Penalty 3220.852114 = -2358200.314235
  nChanged 8
		SP:Iteration 63Q (12113.440000 sec): 3 clusters
  Score: Raw -2361423.489938 + Penalty 3220.852114 = -2358202.637824
  nChanged 4
		SP:Iteration 64Q (12113.480000 sec): 3 clusters
  Score: Raw -2361424.446505 + Penalty 3220.852114 = -2358203.594391
  nChanged 4
		SP:Iteration 65Q (12113.520000 sec): 3 clusters
  Score: Raw -2361425.392733 + Penalty 3220.852114 = -2358204.540619
  nChanged 6
		SP:Iteration 66Q (12113.560000 sec): 3 clusters
  Score: Raw -2361426.818782 + Penalty 3220.852114 = -2358205.966668
  nChanged 5
		SP:Iteration 67Q (12113.600000 sec): 3 clusters
  Score: Raw -2361427.750758 + Penalty 3220.852114 = -2358206.898644
  nChanged 2
		SP:Iteration 68Q (12113.640000 sec): 3 clusters
  Score: Raw -2361428.189661 + Penalty 3220.852114 = -2358207.337547
  nChanged 1
		SP:Iteration 69Q (12113.680000 sec): 3 clusters
  Score: Raw -2361428.442999 + Penalty 3220.852114 = -2358207.590885
  nChanged 1
		SP:Iteration 70Q (12113.720000 sec): 3 clusters
  Score: Raw -2361428.705658 + Penalty 3220.852114 = -2358207.853543
  nChanged 1
		SP:Iteration 71Q (12113.760000 sec): 3 clusters
  Score: Raw -2361428.974527 + Penalty 3220.852114 = -2358208.122412
  nChanged 0
		SP:Iteration 72F (12113.810000 sec): 3 clusters
  Score: Raw -2361428.974527 + Penalty 3220.852114 = -2358208.122412
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12113.860000 sec): 2 clusters
  Score: Raw -1624627.129541 + Penalty 1553.925043 = -1623073.204498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12113.900000 sec): 3 clusters
  Score: Raw -1616308.219888 + Penalty 3107.850087 = -1613200.369801
  nChanged 6307
		SP:Iteration 1F (12113.930000 sec): 3 clusters
  Score: Raw -1619835.640030 + Penalty 3107.850087 = -1616727.789944
  nChanged 946
		SP:Iteration 2F (12113.970000 sec): 3 clusters
  Score: Raw -1620323.706143 + Penalty 3107.850087 = -1617215.856056
  nChanged 875
		SP:Iteration 3F (12114.010000 sec): 3 clusters
  Score: Raw -1620802.508752 + Penalty 3107.850087 = -1617694.658665
  nChanged 815
		SP:Iteration 4F (12114.040000 sec): 3 clusters
  Score: Raw -1621286.865341 + Penalty 3107.850087 = -1618179.015254
  nChanged 833
		SP:Iteration 5F (12114.080000 sec): 3 clusters
  Score: Raw -1621892.919952 + Penalty 3107.850087 = -1618785.069865
  nChanged 861
		SP:Iteration 6F (12114.120000 sec): 3 clusters
  Score: Raw -1622551.702201 + Penalty 3107.850087 = -1619443.852114
  nChanged 825
		SP:Iteration 7F (12114.150000 sec): 3 clusters
  Score: Raw -1623127.375445 + Penalty 3107.850087 = -1620019.525359
  nChanged 729
		SP:Iteration 8F (12114.190000 sec): 3 clusters
  Score: Raw -1623540.356660 + Penalty 3107.850087 = -1620432.506573
  nChanged 564
		SP:Iteration 9Q (12114.230000 sec): 3 clusters
  Score: Raw -1623794.671851 + Penalty 3107.850087 = -1620686.821764
  nChanged 433
		SP:Iteration 10Q (12114.260000 sec): 3 clusters
  Score: Raw -1623953.425281 + Penalty 3107.850087 = -1620845.575194
  nChanged 334
		SP:Iteration 11Q (12114.290000 sec): 3 clusters
  Score: Raw -1624077.144783 + Penalty 3107.850087 = -1620969.294697
  nChanged 281
		SP:Iteration 12Q (12114.330000 sec): 3 clusters
  Score: Raw -1624170.204080 + Penalty 3107.850087 = -1621062.353993
  nChanged 226
		SP:Iteration 13Q (12114.370000 sec): 3 clusters
  Score: Raw -1624247.963365 + Penalty 3107.850087 = -1621140.113278
  nChanged 197
		SP:Iteration 14Q (12114.400000 sec): 3 clusters
  Score: Raw -1624310.007736 + Penalty 3107.850087 = -1621202.157649
  nChanged 187
		SP:Iteration 15Q (12114.440000 sec): 3 clusters
  Score: Raw -1624357.301951 + Penalty 3107.850087 = -1621249.451864
  nChanged 143
		SP:Iteration 16Q (12114.470000 sec): 3 clusters
  Score: Raw -1624391.193540 + Penalty 3107.850087 = -1621283.343453
  nChanged 126
		SP:Iteration 17Q (12114.510000 sec): 3 clusters
  Score: Raw -1624416.724439 + Penalty 3107.850087 = -1621308.874352
  nChanged 103
		SP:Iteration 18Q (12114.540000 sec): 3 clusters
  Score: Raw -1624435.530402 + Penalty 3107.850087 = -1621327.680315
  nChanged 102
		SP:Iteration 19Q (12114.580000 sec): 3 clusters
  Score: Raw -1624458.152517 + Penalty 3107.850087 = -1621350.302430
  nChanged 111
		SP:Iteration 20F (12114.610000 sec): 3 clusters
  Score: Raw -1624480.253656 + Penalty 3107.850087 = -1621372.403569
  nChanged 106
		SP:Iteration 21Q (12114.650000 sec): 3 clusters
  Score: Raw -1624502.660947 + Penalty 3107.850087 = -1621394.810860
  nChanged 122
		SP:Iteration 22Q (12114.680000 sec): 3 clusters
  Score: Raw -1624529.039063 + Penalty 3107.850087 = -1621421.188976
  nChanged 120
		SP:Iteration 23Q (12114.710000 sec): 3 clusters
  Score: Raw -1624554.868816 + Penalty 3107.850087 = -1621447.018729
  nChanged 130
		SP:Iteration 24Q (12114.750000 sec): 3 clusters
  Score: Raw -1624581.038367 + Penalty 3107.850087 = -1621473.188280
  nChanged 111
		SP:Iteration 25Q (12114.780000 sec): 3 clusters
  Score: Raw -1624605.758287 + Penalty 3107.850087 = -1621497.908200
  nChanged 123
		SP:Iteration 26Q (12114.820000 sec): 3 clusters
  Score: Raw -1624634.900875 + Penalty 3107.850087 = -1621527.050788
  nChanged 129
		SP:Iteration 27Q (12114.850000 sec): 3 clusters
  Score: Raw -1624663.316592 + Penalty 3107.850087 = -1621555.466505
  nChanged 118
		SP:Iteration 28Q (12114.890000 sec): 3 clusters
  Score: Raw -1624688.959725 + Penalty 3107.850087 = -1621581.109638
  nChanged 88
		SP:Iteration 29Q (12114.920000 sec): 3 clusters
  Score: Raw -1624707.352905 + Penalty 3107.850087 = -1621599.502818
  nChanged 91
		SP:Iteration 30Q (12114.950000 sec): 3 clusters
  Score: Raw -1624724.586634 + Penalty 3107.850087 = -1621616.736547
  nChanged 79
		SP:Iteration 31Q (12114.990000 sec): 3 clusters
  Score: Raw -1624743.205558 + Penalty 3107.850087 = -1621635.355471
  nChanged 92
		SP:Iteration 32Q (12115.020000 sec): 3 clusters
  Score: Raw -1624763.904176 + Penalty 3107.850087 = -1621656.054089
  nChanged 91
		SP:Iteration 33Q (12115.050000 sec): 3 clusters
  Score: Raw -1624785.396581 + Penalty 3107.850087 = -1621677.546494
  nChanged 95
		SP:Iteration 34Q (12115.090000 sec): 3 clusters
  Score: Raw -1624807.351273 + Penalty 3107.850087 = -1621699.501187
  nChanged 98
		SP:Iteration 35Q (12115.120000 sec): 3 clusters
  Score: Raw -1624829.510030 + Penalty 3107.850087 = -1621721.659944
  nChanged 94
		SP:Iteration 36Q (12115.150000 sec): 3 clusters
  Score: Raw -1624849.870868 + Penalty 3107.850087 = -1621742.020781
  nChanged 88
		SP:Iteration 37Q (12115.180000 sec): 3 clusters
  Score: Raw -1624867.848246 + Penalty 3107.850087 = -1621759.998159
  nChanged 82
		SP:Iteration 38Q (12115.220000 sec): 3 clusters
  Score: Raw -1624885.439367 + Penalty 3107.850087 = -1621777.589280
  nChanged 90
		SP:Iteration 39Q (12115.250000 sec): 3 clusters
  Score: Raw -1624906.346563 + Penalty 3107.850087 = -1621798.496476
  nChanged 85
		SP:Iteration 40F (12115.290000 sec): 3 clusters
  Score: Raw -1624927.548169 + Penalty 3107.850087 = -1621819.698082
  nChanged 82
		SP:Iteration 41Q (12115.320000 sec): 3 clusters
  Score: Raw -1624944.144823 + Penalty 3107.850087 = -1621836.294737
  nChanged 67
		SP:Iteration 42Q (12115.350000 sec): 3 clusters
  Score: Raw -1624959.093471 + Penalty 3107.850087 = -1621851.243384
  nChanged 69
		SP:Iteration 43Q (12115.380000 sec): 3 clusters
  Score: Raw -1624971.686091 + Penalty 3107.850087 = -1621863.836004
  nChanged 60
		SP:Iteration 44Q (12115.410000 sec): 3 clusters
  Score: Raw -1624983.864263 + Penalty 3107.850087 = -1621876.014176
  nChanged 62
		SP:Iteration 45Q (12115.450000 sec): 3 clusters
  Score: Raw -1624996.007233 + Penalty 3107.850087 = -1621888.157146
  nChanged 46
		SP:Iteration 46Q (12115.480000 sec): 3 clusters
  Score: Raw -1625003.926970 + Penalty 3107.850087 = -1621896.076884
  nChanged 41
		SP:Iteration 47Q (12115.510000 sec): 3 clusters
  Score: Raw -1625011.647455 + Penalty 3107.850087 = -1621903.797369
  nChanged 41
		SP:Iteration 48Q (12115.540000 sec): 3 clusters
  Score: Raw -1625019.484213 + Penalty 3107.850087 = -1621911.634126
  nChanged 42
		SP:Iteration 49Q (12115.570000 sec): 3 clusters
  Score: Raw -1625025.985438 + Penalty 3107.850087 = -1621918.135351
  nChanged 35
		SP:Iteration 50Q (12115.610000 sec): 3 clusters
  Score: Raw -1625031.088542 + Penalty 3107.850087 = -1621923.238455
  nChanged 28
		SP:Iteration 51Q (12115.640000 sec): 3 clusters
  Score: Raw -1625035.421655 + Penalty 3107.850087 = -1621927.571568
  nChanged 26
		SP:Iteration 52Q (12115.670000 sec): 3 clusters
  Score: Raw -1625039.779139 + Penalty 3107.850087 = -1621931.929053
  nChanged 31
		SP:Iteration 53Q (12115.700000 sec): 3 clusters
  Score: Raw -1625044.960023 + Penalty 3107.850087 = -1621937.109937
  nChanged 34
		SP:Iteration 54Q (12115.740000 sec): 3 clusters
  Score: Raw -1625050.257763 + Penalty 3107.850087 = -1621942.407676
  nChanged 27
		SP:Iteration 55Q (12115.770000 sec): 3 clusters
  Score: Raw -1625054.395523 + Penalty 3107.850087 = -1621946.545436
  nChanged 28
		SP:Iteration 56Q (12115.800000 sec): 3 clusters
  Score: Raw -1625058.418155 + Penalty 3107.850087 = -1621950.568068
  nChanged 26
		SP:Iteration 57Q (12115.830000 sec): 3 clusters
  Score: Raw -1625062.414439 + Penalty 3107.850087 = -1621954.564352
  nChanged 22
		SP:Iteration 58Q (12115.860000 sec): 3 clusters
  Score: Raw -1625065.396471 + Penalty 3107.850087 = -1621957.546384
  nChanged 19
		SP:Iteration 59Q (12115.900000 sec): 3 clusters
  Score: Raw -1625067.766788 + Penalty 3107.850087 = -1621959.916701
  nChanged 15
		SP:Iteration 60F (12115.930000 sec): 3 clusters
  Score: Raw -1625070.385105 + Penalty 3107.850087 = -1621962.535018
  nChanged 16
		SP:Iteration 61Q (12115.960000 sec): 3 clusters
  Score: Raw -1625072.653389 + Penalty 3107.850087 = -1621964.803302
  nChanged 14
		SP:Iteration 62Q (12115.990000 sec): 3 clusters
  Score: Raw -1625074.540515 + Penalty 3107.850087 = -1621966.690428
  nChanged 11
		SP:Iteration 63Q (12116.020000 sec): 3 clusters
  Score: Raw -1625076.166442 + Penalty 3107.850087 = -1621968.316356
  nChanged 14
		SP:Iteration 64Q (12116.060000 sec): 3 clusters
  Score: Raw -1625077.717208 + Penalty 3107.850087 = -1621969.867122
  nChanged 10
		SP:Iteration 65Q (12116.090000 sec): 3 clusters
  Score: Raw -1625079.053949 + Penalty 3107.850087 = -1621971.203862
  nChanged 6
		SP:Iteration 66Q (12116.120000 sec): 3 clusters
  Score: Raw -1625080.000388 + Penalty 3107.850087 = -1621972.150301
  nChanged 8
		SP:Iteration 67Q (12116.150000 sec): 3 clusters
  Score: Raw -1625081.241258 + Penalty 3107.850087 = -1621973.391171
  nChanged 7
		SP:Iteration 68Q (12116.180000 sec): 3 clusters
  Score: Raw -1625081.992135 + Penalty 3107.850087 = -1621974.142048
  nChanged 8
		SP:Iteration 69Q (12116.220000 sec): 3 clusters
  Score: Raw -1625083.175995 + Penalty 3107.850087 = -1621975.325909
  nChanged 10
		SP:Iteration 70Q (12116.250000 sec): 3 clusters
  Score: Raw -1625084.724812 + Penalty 3107.850087 = -1621976.874726
  nChanged 10
		SP:Iteration 71Q (12116.280000 sec): 3 clusters
  Score: Raw -1625086.163685 + Penalty 3107.850087 = -1621978.313598
  nChanged 13
		SP:Iteration 72Q (12116.310000 sec): 3 clusters
  Score: Raw -1625088.274372 + Penalty 3107.850087 = -1621980.424285
  nChanged 16
		SP:Iteration 73Q (12116.340000 sec): 3 clusters
  Score: Raw -1625090.525710 + Penalty 3107.850087 = -1621982.675623
  nChanged 15
		SP:Iteration 74Q (12116.370000 sec): 3 clusters
  Score: Raw -1625092.616548 + Penalty 3107.850087 = -1621984.766461
  nChanged 16
		SP:Iteration 75Q (12116.400000 sec): 3 clusters
  Score: Raw -1625095.259078 + Penalty 3107.850087 = -1621987.408991
  nChanged 18
		SP:Iteration 76Q (12116.440000 sec): 3 clusters
  Score: Raw -1625097.801037 + Penalty 3107.850087 = -1621989.950950
  nChanged 10
		SP:Iteration 77Q (12116.470000 sec): 3 clusters
  Score: Raw -1625099.424185 + Penalty 3107.850087 = -1621991.574098
  nChanged 10
		SP:Iteration 78Q (12116.500000 sec): 3 clusters
  Score: Raw -1625100.904461 + Penalty 3107.850087 = -1621993.054375
  nChanged 10
		SP:Iteration 79Q (12116.530000 sec): 3 clusters
  Score: Raw -1625102.492887 + Penalty 3107.850087 = -1621994.642800
  nChanged 15
		SP:Iteration 80F (12116.570000 sec): 3 clusters
  Score: Raw -1625105.173689 + Penalty 3107.850087 = -1621997.323603
  nChanged 19
		SP:Iteration 81Q (12116.600000 sec): 3 clusters
  Score: Raw -1625107.718176 + Penalty 3107.850087 = -1621999.868089
  nChanged 18
		SP:Iteration 82Q (12116.630000 sec): 3 clusters
  Score: Raw -1625110.143667 + Penalty 3107.850087 = -1622002.293580
  nChanged 16
		SP:Iteration 83Q (12116.660000 sec): 3 clusters
  Score: Raw -1625112.468735 + Penalty 3107.850087 = -1622004.618648
  nChanged 13
		SP:Iteration 84Q (12116.700000 sec): 3 clusters
  Score: Raw -1625114.861677 + Penalty 3107.850087 = -1622007.011590
  nChanged 16
		SP:Iteration 85Q (12116.730000 sec): 3 clusters
  Score: Raw -1625117.460084 + Penalty 3107.850087 = -1622009.609997
  nChanged 14
		SP:Iteration 86Q (12116.760000 sec): 3 clusters
  Score: Raw -1625119.674737 + Penalty 3107.850087 = -1622011.824650
  nChanged 20
		SP:Iteration 87Q (12116.790000 sec): 3 clusters
  Score: Raw -1625123.320971 + Penalty 3107.850087 = -1622015.470884
  nChanged 17
		SP:Iteration 88Q (12116.820000 sec): 3 clusters
  Score: Raw -1625125.769907 + Penalty 3107.850087 = -1622017.919820
  nChanged 13
		SP:Iteration 89Q (12116.850000 sec): 3 clusters
  Score: Raw -1625127.705454 + Penalty 3107.850087 = -1622019.855367
  nChanged 15
		SP:Iteration 90Q (12116.880000 sec): 3 clusters
  Score: Raw -1625130.127582 + Penalty 3107.850087 = -1622022.277495
  nChanged 13
		SP:Iteration 91Q (12116.910000 sec): 3 clusters
  Score: Raw -1625131.882679 + Penalty 3107.850087 = -1622024.032592
  nChanged 8
		SP:Iteration 92Q (12116.940000 sec): 3 clusters
  Score: Raw -1625133.082951 + Penalty 3107.850087 = -1622025.232864
  nChanged 9
		SP:Iteration 93Q (12116.980000 sec): 3 clusters
  Score: Raw -1625134.363393 + Penalty 3107.850087 = -1622026.513306
  nChanged 9
		SP:Iteration 94Q (12117.000000 sec): 3 clusters
  Score: Raw -1625136.194695 + Penalty 3107.850087 = -1622028.344608
  nChanged 12
		SP:Iteration 95Q (12117.040000 sec): 3 clusters
  Score: Raw -1625137.697541 + Penalty 3107.850087 = -1622029.847454
  nChanged 8
		SP:Iteration 96Q (12117.070000 sec): 3 clusters
  Score: Raw -1625138.941105 + Penalty 3107.850087 = -1622031.091018
  nChanged 9
		SP:Iteration 97Q (12117.100000 sec): 3 clusters
  Score: Raw -1625140.002864 + Penalty 3107.850087 = -1622032.152777
  nChanged 11
		SP:Iteration 98Q (12117.130000 sec): 3 clusters
  Score: Raw -1625141.273786 + Penalty 3107.850087 = -1622033.423699
  nChanged 7
		SP:Iteration 99Q (12117.160000 sec): 3 clusters
  Score: Raw -1625142.067019 + Penalty 3107.850087 = -1622034.216932
  nChanged 8
		SP:Iteration 100F (12117.200000 sec): 3 clusters
  Score: Raw -1625142.881612 + Penalty 3107.850087 = -1622035.031525
  nChanged 9
		SP:Iteration 101Q (12117.230000 sec): 3 clusters
  Score: Raw -1625144.191053 + Penalty 3107.850087 = -1622036.340966
  nChanged 10
		SP:Iteration 102Q (12117.260000 sec): 3 clusters
  Score: Raw -1625145.639425 + Penalty 3107.850087 = -1622037.789339
  nChanged 9
		SP:Iteration 103Q (12117.300000 sec): 3 clusters
  Score: Raw -1625146.843878 + Penalty 3107.850087 = -1622038.993791
  nChanged 10
		SP:Iteration 104Q (12117.330000 sec): 3 clusters
  Score: Raw -1625148.296957 + Penalty 3107.850087 = -1622040.446870
  nChanged 7
		SP:Iteration 105Q (12117.360000 sec): 3 clusters
  Score: Raw -1625148.879463 + Penalty 3107.850087 = -1622041.029376
  nChanged 4
		SP:Iteration 106Q (12117.390000 sec): 3 clusters
  Score: Raw -1625149.222350 + Penalty 3107.850087 = -1622041.372264
  nChanged 2
		SP:Iteration 107Q (12117.420000 sec): 3 clusters
  Score: Raw -1625149.372961 + Penalty 3107.850087 = -1622041.522874
  nChanged 3
		SP:Iteration 108Q (12117.460000 sec): 3 clusters
  Score: Raw -1625149.732082 + Penalty 3107.850087 = -1622041.881995
  nChanged 3
		SP:Iteration 109Q (12117.490000 sec): 3 clusters
  Score: Raw -1625150.149128 + Penalty 3107.850087 = -1622042.299041
  nChanged 3
		SP:Iteration 110Q (12117.520000 sec): 3 clusters
  Score: Raw -1625150.473427 + Penalty 3107.850087 = -1622042.623341
  nChanged 2
		SP:Iteration 111Q (12117.550000 sec): 3 clusters
  Score: Raw -1625150.704600 + Penalty 3107.850087 = -1622042.854513
  nChanged 2
		SP:Iteration 112Q (12117.580000 sec): 3 clusters
  Score: Raw -1625150.909876 + Penalty 3107.850087 = -1622043.059790
  nChanged 2
		SP:Iteration 113Q (12117.620000 sec): 3 clusters
  Score: Raw -1625151.078619 + Penalty 3107.850087 = -1622043.228532
  nChanged 0
		SP:Iteration 114F (12117.650000 sec): 3 clusters
  Score: Raw -1625151.078619 + Penalty 3107.850087 = -1622043.228532
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12117.670000 sec): 2 clusters
  Score: Raw -241231.658732 + Penalty 1239.396830 = -239992.261902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12117.670000 sec): 3 clusters
  Score: Raw -240342.161399 + Penalty 2478.793661 = -237863.367739
  nChanged 731
		SP:Iteration 1F (12117.680000 sec): 3 clusters
  Score: Raw -240779.787777 + Penalty 2478.793661 = -238300.994116
  nChanged 157
		SP:Iteration 2F (12117.680000 sec): 3 clusters
  Score: Raw -240880.400031 + Penalty 2478.793661 = -238401.606370
  nChanged 96
		SP:Iteration 3Q (12117.690000 sec): 3 clusters
  Score: Raw -240936.023453 + Penalty 2478.793661 = -238457.229792
  nChanged 61
		SP:Iteration 4Q (12117.690000 sec): 3 clusters
  Score: Raw -240968.199425 + Penalty 2478.793661 = -238489.405765
  nChanged 40
		SP:Iteration 5Q (12117.700000 sec): 3 clusters
  Score: Raw -240985.598786 + Penalty 2478.793661 = -238506.805125
  nChanged 37
		SP:Iteration 6Q (12117.700000 sec): 3 clusters
  Score: Raw -241004.147754 + Penalty 2478.793661 = -238525.354094
  nChanged 26
		SP:Iteration 7Q (12117.710000 sec): 3 clusters
  Score: Raw -241016.248392 + Penalty 2478.793661 = -238537.454731
  nChanged 25
		SP:Iteration 8Q (12117.710000 sec): 3 clusters
  Score: Raw -241028.887671 + Penalty 2478.793661 = -238550.094011
  nChanged 21
		SP:Iteration 9Q (12117.720000 sec): 3 clusters
  Score: Raw -241040.062473 + Penalty 2478.793661 = -238561.268812
  nChanged 23
		SP:Iteration 10Q (12117.720000 sec): 3 clusters
  Score: Raw -241053.002534 + Penalty 2478.793661 = -238574.208873
  nChanged 22
		SP:Iteration 11Q (12117.730000 sec): 3 clusters
  Score: Raw -241063.855290 + Penalty 2478.793661 = -238585.061630
  nChanged 11
		SP:Iteration 12Q (12117.740000 sec): 3 clusters
  Score: Raw -241068.825588 + Penalty 2478.793661 = -238590.031927
  nChanged 11
		SP:Iteration 13Q (12117.740000 sec): 3 clusters
  Score: Raw -241077.880516 + Penalty 2478.793661 = -238599.086856
  nChanged 20
		SP:Iteration 14Q (12117.740000 sec): 3 clusters
  Score: Raw -241088.577883 + Penalty 2478.793661 = -238609.784222
  nChanged 23
		SP:Iteration 15Q (12117.750000 sec): 3 clusters
  Score: Raw -241098.983188 + Penalty 2478.793661 = -238620.189528
  nChanged 18
		SP:Iteration 16Q (12117.760000 sec): 3 clusters
  Score: Raw -241107.175676 + Penalty 2478.793661 = -238628.382015
  nChanged 13
		SP:Iteration 17Q (12117.760000 sec): 3 clusters
  Score: Raw -241111.455444 + Penalty 2478.793661 = -238632.661783
  nChanged 16
		SP:Iteration 18Q (12117.760000 sec): 3 clusters
  Score: Raw -241118.864668 + Penalty 2478.793661 = -238640.071008
  nChanged 21
		SP:Iteration 19Q (12117.770000 sec): 3 clusters
  Score: Raw -241130.885856 + Penalty 2478.793661 = -238652.092196
  nChanged 21
		SP:Iteration 20F (12117.780000 sec): 3 clusters
  Score: Raw -241139.034370 + Penalty 2478.793661 = -238660.240710
  nChanged 15
		SP:Iteration 21Q (12117.780000 sec): 3 clusters
  Score: Raw -241144.400266 + Penalty 2478.793661 = -238665.606605
  nChanged 13
		SP:Iteration 22Q (12117.780000 sec): 3 clusters
  Score: Raw -241151.166240 + Penalty 2478.793661 = -238672.372580
  nChanged 16
		SP:Iteration 23Q (12117.790000 sec): 3 clusters
  Score: Raw -241158.917412 + Penalty 2478.793661 = -238680.123751
  nChanged 14
		SP:Iteration 24Q (12117.800000 sec): 3 clusters
  Score: Raw -241165.588761 + Penalty 2478.793661 = -238686.795100
  nChanged 15
		SP:Iteration 25Q (12117.800000 sec): 3 clusters
  Score: Raw -241173.111464 + Penalty 2478.793661 = -238694.317804
  nChanged 15
		SP:Iteration 26Q (12117.810000 sec): 3 clusters
  Score: Raw -241178.967693 + Penalty 2478.793661 = -238700.174032
  nChanged 12
		SP:Iteration 27Q (12117.810000 sec): 3 clusters
  Score: Raw -241184.102754 + Penalty 2478.793661 = -238705.309094
  nChanged 8
		SP:Iteration 28Q (12117.820000 sec): 3 clusters
  Score: Raw -241188.666729 + Penalty 2478.793661 = -238709.873069
  nChanged 11
		SP:Iteration 29Q (12117.820000 sec): 3 clusters
  Score: Raw -241194.887737 + Penalty 2478.793661 = -238716.094076
  nChanged 12
		SP:Iteration 30Q (12117.830000 sec): 3 clusters
  Score: Raw -241200.965359 + Penalty 2478.793661 = -238722.171698
  nChanged 12
		SP:Iteration 31Q (12117.830000 sec): 3 clusters
  Score: Raw -241207.000168 + Penalty 2478.793661 = -238728.206507
  nChanged 5
		SP:Iteration 32Q (12117.840000 sec): 3 clusters
  Score: Raw -241209.216536 + Penalty 2478.793661 = -238730.422876
  nChanged 8
		SP:Iteration 33Q (12117.840000 sec): 3 clusters
  Score: Raw -241213.894091 + Penalty 2478.793661 = -238735.100431
  nChanged 10
		SP:Iteration 34Q (12117.850000 sec): 3 clusters
  Score: Raw -241217.553134 + Penalty 2478.793661 = -238738.759473
  nChanged 10
		SP:Iteration 35Q (12117.850000 sec): 3 clusters
  Score: Raw -241223.873595 + Penalty 2478.793661 = -238745.079934
  nChanged 12
		SP:Iteration 36Q (12117.860000 sec): 3 clusters
  Score: Raw -241229.947276 + Penalty 2478.793661 = -238751.153616
  nChanged 13
		SP:Iteration 37Q (12117.860000 sec): 3 clusters
  Score: Raw -241235.651672 + Penalty 2478.793661 = -238756.858011
  nChanged 14
		SP:Iteration 38Q (12117.870000 sec): 3 clusters
  Score: Raw -241242.056151 + Penalty 2478.793661 = -238763.262491
  nChanged 18
		SP:Iteration 39Q (12117.870000 sec): 3 clusters
  Score: Raw -241254.463923 + Penalty 2478.793661 = -238775.670262
  nChanged 20
		SP:Iteration 40F (12117.880000 sec): 3 clusters
  Score: Raw -241268.944973 + Penalty 2478.793661 = -238790.151312
  nChanged 19
		SP:Iteration 41Q (12117.880000 sec): 3 clusters
  Score: Raw -241281.944982 + Penalty 2478.793661 = -238803.151322
  nChanged 16
		SP:Iteration 42Q (12117.890000 sec): 3 clusters
  Score: Raw -241293.489063 + Penalty 2478.793661 = -238814.695402
  nChanged 16
		SP:Iteration 43Q (12117.890000 sec): 3 clusters
  Score: Raw -241303.973625 + Penalty 2478.793661 = -238825.179965
  nChanged 14
		SP:Iteration 44Q (12117.900000 sec): 3 clusters
  Score: Raw -241312.457150 + Penalty 2478.793661 = -238833.663489
  nChanged 10
		SP:Iteration 45Q (12117.900000 sec): 3 clusters
  Score: Raw -241316.734927 + Penalty 2478.793661 = -238837.941266
  nChanged 6
		SP:Iteration 46Q (12117.910000 sec): 3 clusters
  Score: Raw -241321.150034 + Penalty 2478.793661 = -238842.356373
  nChanged 2
		SP:Iteration 47Q (12117.910000 sec): 3 clusters
  Score: Raw -241322.882836 + Penalty 2478.793661 = -238844.089176
  nChanged 4
		SP:Iteration 48Q (12117.920000 sec): 3 clusters
  Score: Raw -241324.909113 + Penalty 2478.793661 = -238846.115452
  nChanged 4
		SP:Iteration 49Q (12117.920000 sec): 3 clusters
  Score: Raw -241327.720547 + Penalty 2478.793661 = -238848.926886
  nChanged 4
		SP:Iteration 50Q (12117.930000 sec): 3 clusters
  Score: Raw -241330.639726 + Penalty 2478.793661 = -238851.846066
  nChanged 0
		SP:Iteration 51F (12117.930000 sec): 3 clusters
  Score: Raw -241330.639726 + Penalty 2478.793661 = -238851.846066
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12117.960000 sec): 2 clusters
  Score: Raw -759906.263575 + Penalty 1432.183755 = -758474.079820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12117.970000 sec): 3 clusters
  Score: Raw -756289.908859 + Penalty 2864.367511 = -753425.541348
  nChanged 2818
		SP:Iteration 1F (12117.990000 sec): 3 clusters
  Score: Raw -757789.671316 + Penalty 2864.367511 = -754925.303806
  nChanged 501
		SP:Iteration 2F (12118.010000 sec): 3 clusters
  Score: Raw -758077.227315 + Penalty 2864.367511 = -755212.859805
  nChanged 436
		SP:Iteration 3F (12118.020000 sec): 3 clusters
  Score: Raw -758317.386988 + Penalty 2864.367511 = -755453.019477
  nChanged 346
		SP:Iteration 4F (12118.040000 sec): 3 clusters
  Score: Raw -758492.140603 + Penalty 2864.367511 = -755627.773092
  nChanged 263
		SP:Iteration 5Q (12118.060000 sec): 3 clusters
  Score: Raw -758638.801919 + Penalty 2864.367511 = -755774.434409
  nChanged 250
		SP:Iteration 6Q (12118.080000 sec): 3 clusters
  Score: Raw -758765.832835 + Penalty 2864.367511 = -755901.465324
  nChanged 242
		SP:Iteration 7Q (12118.090000 sec): 3 clusters
  Score: Raw -758892.327951 + Penalty 2864.367511 = -756027.960440
  nChanged 209
		SP:Iteration 8Q (12118.100000 sec): 3 clusters
  Score: Raw -759016.030870 + Penalty 2864.367511 = -756151.663360
  nChanged 227
		SP:Iteration 9Q (12118.120000 sec): 3 clusters
  Score: Raw -759143.363297 + Penalty 2864.367511 = -756278.995786
  nChanged 219
		SP:Iteration 10Q (12118.140000 sec): 3 clusters
  Score: Raw -759279.088111 + Penalty 2864.367511 = -756414.720600
  nChanged 244
		SP:Iteration 11Q (12118.150000 sec): 3 clusters
  Score: Raw -759461.783081 + Penalty 2864.367511 = -756597.415571
  nChanged 246
		SP:Iteration 12Q (12118.170000 sec): 3 clusters
  Score: Raw -759629.352141 + Penalty 2864.367511 = -756764.984630
  nChanged 249
		SP:Iteration 13Q (12118.190000 sec): 3 clusters
  Score: Raw -759792.354135 + Penalty 2864.367511 = -756927.986624
  nChanged 212
		SP:Iteration 14Q (12118.200000 sec): 3 clusters
  Score: Raw -759926.732432 + Penalty 2864.367511 = -757062.364921
  nChanged 167
		SP:Iteration 15Q (12118.220000 sec): 3 clusters
  Score: Raw -760012.458421 + Penalty 2864.367511 = -757148.090910
  nChanged 117
		SP:Iteration 16Q (12118.240000 sec): 3 clusters
  Score: Raw -760065.760227 + Penalty 2864.367511 = -757201.392716
  nChanged 91
		SP:Iteration 17Q (12118.250000 sec): 3 clusters
  Score: Raw -760096.754766 + Penalty 2864.367511 = -757232.387255
  nChanged 50
		SP:Iteration 18Q (12118.260000 sec): 3 clusters
  Score: Raw -760111.319180 + Penalty 2864.367511 = -757246.951669
  nChanged 46
		SP:Iteration 19Q (12118.280000 sec): 3 clusters
  Score: Raw -760120.984135 + Penalty 2864.367511 = -757256.616624
  nChanged 34
		SP:Iteration 20F (12118.300000 sec): 3 clusters
  Score: Raw -760130.541711 + Penalty 2864.367511 = -757266.174200
  nChanged 27
		SP:Iteration 21Q (12118.310000 sec): 3 clusters
  Score: Raw -760135.374539 + Penalty 2864.367511 = -757271.007028
  nChanged 12
		SP:Iteration 22Q (12118.330000 sec): 3 clusters
  Score: Raw -760137.269461 + Penalty 2864.367511 = -757272.901950
  nChanged 6
		SP:Iteration 23Q (12118.340000 sec): 3 clusters
  Score: Raw -760137.917603 + Penalty 2864.367511 = -757273.550092
  nChanged 4
		SP:Iteration 24Q (12118.360000 sec): 3 clusters
  Score: Raw -760138.604343 + Penalty 2864.367511 = -757274.236832
  nChanged 7
		SP:Iteration 25Q (12118.380000 sec): 3 clusters
  Score: Raw -760139.230465 + Penalty 2864.367511 = -757274.862954
  nChanged 4
		SP:Iteration 26Q (12118.390000 sec): 3 clusters
  Score: Raw -760139.820535 + Penalty 2864.367511 = -757275.453024
  nChanged 10
		SP:Iteration 27Q (12118.410000 sec): 3 clusters
  Score: Raw -760141.241557 + Penalty 2864.367511 = -757276.874046
  nChanged 12
		SP:Iteration 28Q (12118.420000 sec): 3 clusters
  Score: Raw -760144.026344 + Penalty 2864.367511 = -757279.658834
  nChanged 13
		SP:Iteration 29Q (12118.440000 sec): 3 clusters
  Score: Raw -760145.952285 + Penalty 2864.367511 = -757281.584775
  nChanged 9
		SP:Iteration 30Q (12118.460000 sec): 3 clusters
  Score: Raw -760147.597975 + Penalty 2864.367511 = -757283.230465
  nChanged 15
		SP:Iteration 31Q (12118.470000 sec): 3 clusters
  Score: Raw -760150.243817 + Penalty 2864.367511 = -757285.876306
  nChanged 11
		SP:Iteration 32Q (12118.490000 sec): 3 clusters
  Score: Raw -760152.170171 + Penalty 2864.367511 = -757287.802660
  nChanged 12
		SP:Iteration 33Q (12118.500000 sec): 3 clusters
  Score: Raw -760154.346103 + Penalty 2864.367511 = -757289.978593
  nChanged 14
		SP:Iteration 34Q (12118.520000 sec): 3 clusters
  Score: Raw -760156.237613 + Penalty 2864.367511 = -757291.870103
  nChanged 10
		SP:Iteration 35Q (12118.530000 sec): 3 clusters
  Score: Raw -760157.608897 + Penalty 2864.367511 = -757293.241386
  nChanged 6
		SP:Iteration 36Q (12118.550000 sec): 3 clusters
  Score: Raw -760158.514730 + Penalty 2864.367511 = -757294.147220
  nChanged 10
		SP:Iteration 37Q (12118.560000 sec): 3 clusters
  Score: Raw -760159.814507 + Penalty 2864.367511 = -757295.446997
  nChanged 7
		SP:Iteration 38Q (12118.580000 sec): 3 clusters
  Score: Raw -760160.657910 + Penalty 2864.367511 = -757296.290400
  nChanged 5
		SP:Iteration 39Q (12118.600000 sec): 3 clusters
  Score: Raw -760161.623373 + Penalty 2864.367511 = -757297.255862
  nChanged 3
		SP:Iteration 40F (12118.610000 sec): 3 clusters
  Score: Raw -760161.926080 + Penalty 2864.367511 = -757297.558569
  nChanged 3
		SP:Iteration 41Q (12118.630000 sec): 3 clusters
  Score: Raw -760162.227895 + Penalty 2864.367511 = -757297.860384
  nChanged 3
		SP:Iteration 42Q (12118.640000 sec): 3 clusters
  Score: Raw -760162.685394 + Penalty 2864.367511 = -757298.317884
  nChanged 2
		SP:Iteration 43Q (12118.660000 sec): 3 clusters
  Score: Raw -760163.042077 + Penalty 2864.367511 = -757298.674566
  nChanged 1
		SP:Iteration 44Q (12118.680000 sec): 3 clusters
  Score: Raw -760163.117606 + Penalty 2864.367511 = -757298.750096
  nChanged 0
		SP:Iteration 45F (12118.690000 sec): 3 clusters
  Score: Raw -760163.117606 + Penalty 2864.367511 = -757298.750096
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12118.700000 sec): 2 clusters
  Score: Raw -180397.630299 + Penalty 1200.402163 = -179197.228136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12118.710000 sec): 3 clusters
  Score: Raw -179807.569973 + Penalty 2400.804327 = -177406.765647
  nChanged 562
		SP:Iteration 1F (12118.710000 sec): 3 clusters
  Score: Raw -180470.040116 + Penalty 2400.804327 = -178069.235790
  nChanged 157
		SP:Iteration 2F (12118.720000 sec): 3 clusters
  Score: Raw -180761.220881 + Penalty 2400.804327 = -178360.416554
  nChanged 141
		SP:Iteration 3F (12118.720000 sec): 3 clusters
  Score: Raw -180930.081672 + Penalty 2400.804327 = -178529.277345
  nChanged 114
		SP:Iteration 4F (12118.720000 sec): 3 clusters
  Score: Raw -181056.116487 + Penalty 2400.804327 = -178655.312160
  nChanged 75
		SP:Iteration 5Q (12118.730000 sec): 3 clusters
  Score: Raw -181136.979662 + Penalty 2400.804327 = -178736.175335
  nChanged 54
		SP:Iteration 6Q (12118.730000 sec): 3 clusters
  Score: Raw -181186.650815 + Penalty 2400.804327 = -178785.846488
  nChanged 31
		SP:Iteration 7Q (12118.740000 sec): 3 clusters
  Score: Raw -181220.989515 + Penalty 2400.804327 = -178820.185189
  nChanged 15
		SP:Iteration 8Q (12118.740000 sec): 3 clusters
  Score: Raw -181238.561283 + Penalty 2400.804327 = -178837.756957
  nChanged 9
		SP:Iteration 9Q (12118.740000 sec): 3 clusters
  Score: Raw -181249.356614 + Penalty 2400.804327 = -178848.552287
  nChanged 12
		SP:Iteration 10Q (12118.740000 sec): 3 clusters
  Score: Raw -181264.859489 + Penalty 2400.804327 = -178864.055162
  nChanged 9
		SP:Iteration 11Q (12118.750000 sec): 3 clusters
  Score: Raw -181287.919316 + Penalty 2400.804327 = -178887.114990
  nChanged 6
		SP:Iteration 12Q (12118.750000 sec): 3 clusters
  Score: Raw -181296.483449 + Penalty 2400.804327 = -178895.679122
  nChanged 4
		SP:Iteration 13Q (12118.760000 sec): 3 clusters
  Score: Raw -181302.968361 + Penalty 2400.804327 = -178902.164035
  nChanged 1
		SP:Iteration 14Q (12118.760000 sec): 3 clusters
  Score: Raw -181304.123941 + Penalty 2400.804327 = -178903.319614
  nChanged 1
		SP:Iteration 15Q (12118.760000 sec): 3 clusters
  Score: Raw -181304.682363 + Penalty 2400.804327 = -178903.878036
  nChanged 1
		SP:Iteration 16Q (12118.770000 sec): 3 clusters
  Score: Raw -181306.519431 + Penalty 2400.804327 = -178905.715105
  nChanged 1
		SP:Iteration 17Q (12118.770000 sec): 3 clusters
  Score: Raw -181307.021726 + Penalty 2400.804327 = -178906.217399
  nChanged 1
		SP:Iteration 18Q (12118.780000 sec): 3 clusters
  Score: Raw -181307.438353 + Penalty 2400.804327 = -178906.634027
  nChanged 0
		SP:Iteration 19F (12118.780000 sec): 3 clusters
  Score: Raw -181307.438353 + Penalty 2400.804327 = -178906.634027
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (14263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12118.830000 sec): 2 clusters
  Score: Raw -1628333.581346 + Penalty 1554.381408 = -1626779.199937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12118.860000 sec): 3 clusters
  Score: Raw -1620035.813592 + Penalty 3108.762816 = -1616927.050775
  nChanged 6212
		SP:Iteration 1F (12118.900000 sec): 3 clusters
  Score: Raw -1623434.787388 + Penalty 3108.762816 = -1620326.024571
  nChanged 875
		SP:Iteration 2F (12118.940000 sec): 3 clusters
  Score: Raw -1623844.374199 + Penalty 3108.762816 = -1620735.611383
  nChanged 802
		SP:Iteration 3F (12118.980000 sec): 3 clusters
  Score: Raw -1624295.118928 + Penalty 3108.762816 = -1621186.356112
  nChanged 842
		SP:Iteration 4F (12119.010000 sec): 3 clusters
  Score: Raw -1624868.244142 + Penalty 3108.762816 = -1621759.481325
  nChanged 905
		SP:Iteration 5F (12119.050000 sec): 3 clusters
  Score: Raw -1625548.045045 + Penalty 3108.762816 = -1622439.282229
  nChanged 954
		SP:Iteration 6F (12119.090000 sec): 3 clusters
  Score: Raw -1626301.628986 + Penalty 3108.762816 = -1623192.866170
  nChanged 890
		SP:Iteration 7F (12119.120000 sec): 3 clusters
  Score: Raw -1626999.847102 + Penalty 3108.762816 = -1623891.084286
  nChanged 750
		SP:Iteration 8F (12119.160000 sec): 3 clusters
  Score: Raw -1627523.178100 + Penalty 3108.762816 = -1624414.415284
  nChanged 580
		SP:Iteration 9Q (12119.200000 sec): 3 clusters
  Score: Raw -1627885.629178 + Penalty 3108.762816 = -1624776.866361
  nChanged 453
		SP:Iteration 10Q (12119.240000 sec): 3 clusters
  Score: Raw -1628144.595948 + Penalty 3108.762816 = -1625035.833131
  nChanged 316
		SP:Iteration 11Q (12119.270000 sec): 3 clusters
  Score: Raw -1628290.908481 + Penalty 3108.762816 = -1625182.145664
  nChanged 241
		SP:Iteration 12Q (12119.310000 sec): 3 clusters
  Score: Raw -1628387.758427 + Penalty 3108.762816 = -1625278.995611
  nChanged 203
		SP:Iteration 13Q (12119.340000 sec): 3 clusters
  Score: Raw -1628452.948362 + Penalty 3108.762816 = -1625344.185546
  nChanged 140
		SP:Iteration 14Q (12119.380000 sec): 3 clusters
  Score: Raw -1628492.126692 + Penalty 3108.762816 = -1625383.363875
  nChanged 120
		SP:Iteration 15Q (12119.410000 sec): 3 clusters
  Score: Raw -1628525.528489 + Penalty 3108.762816 = -1625416.765672
  nChanged 130
		SP:Iteration 16Q (12119.440000 sec): 3 clusters
  Score: Raw -1628561.605658 + Penalty 3108.762816 = -1625452.842842
  nChanged 111
		SP:Iteration 17Q (12119.480000 sec): 3 clusters
  Score: Raw -1628591.638870 + Penalty 3108.762816 = -1625482.876053
  nChanged 125
		SP:Iteration 18Q (12119.520000 sec): 3 clusters
  Score: Raw -1628628.706038 + Penalty 3108.762816 = -1625519.943221
  nChanged 115
		SP:Iteration 19Q (12119.550000 sec): 3 clusters
  Score: Raw -1628664.204324 + Penalty 3108.762816 = -1625555.441508
  nChanged 117
		SP:Iteration 20F (12119.580000 sec): 3 clusters
  Score: Raw -1628697.810783 + Penalty 3108.762816 = -1625589.047967
  nChanged 96
		SP:Iteration 21Q (12119.620000 sec): 3 clusters
  Score: Raw -1628724.300467 + Penalty 3108.762816 = -1625615.537650
  nChanged 100
		SP:Iteration 22Q (12119.650000 sec): 3 clusters
  Score: Raw -1628749.432799 + Penalty 3108.762816 = -1625640.669983
  nChanged 86
		SP:Iteration 23Q (12119.690000 sec): 3 clusters
  Score: Raw -1628771.737496 + Penalty 3108.762816 = -1625662.974679
  nChanged 79
		SP:Iteration 24Q (12119.720000 sec): 3 clusters
  Score: Raw -1628791.058767 + Penalty 3108.762816 = -1625682.295951
  nChanged 73
		SP:Iteration 25Q (12119.750000 sec): 3 clusters
  Score: Raw -1628807.073495 + Penalty 3108.762816 = -1625698.310679
  nChanged 73
		SP:Iteration 26Q (12119.790000 sec): 3 clusters
  Score: Raw -1628824.630167 + Penalty 3108.762816 = -1625715.867351
  nChanged 63
		SP:Iteration 27Q (12119.820000 sec): 3 clusters
  Score: Raw -1628841.202286 + Penalty 3108.762816 = -1625732.439470
  nChanged 66
		SP:Iteration 28Q (12119.850000 sec): 3 clusters
  Score: Raw -1628856.798888 + Penalty 3108.762816 = -1625748.036071
  nChanged 46
		SP:Iteration 29Q (12119.880000 sec): 3 clusters
  Score: Raw -1628866.925032 + Penalty 3108.762816 = -1625758.162215
  nChanged 34
		SP:Iteration 30Q (12119.920000 sec): 3 clusters
  Score: Raw -1628874.718814 + Penalty 3108.762816 = -1625765.955997
  nChanged 35
		SP:Iteration 31Q (12119.950000 sec): 3 clusters
  Score: Raw -1628882.359932 + Penalty 3108.762816 = -1625773.597115
  nChanged 37
		SP:Iteration 32Q (12119.980000 sec): 3 clusters
  Score: Raw -1628891.611023 + Penalty 3108.762816 = -1625782.848206
  nChanged 37
		SP:Iteration 33Q (12120.020000 sec): 3 clusters
  Score: Raw -1628899.973364 + Penalty 3108.762816 = -1625791.210548
  nChanged 43
		SP:Iteration 34Q (12120.040000 sec): 3 clusters
  Score: Raw -1628909.757125 + Penalty 3108.762816 = -1625800.994309
  nChanged 40
		SP:Iteration 35Q (12120.080000 sec): 3 clusters
  Score: Raw -1628918.140760 + Penalty 3108.762816 = -1625809.377943
  nChanged 33
		SP:Iteration 36Q (12120.110000 sec): 3 clusters
  Score: Raw -1628925.285901 + Penalty 3108.762816 = -1625816.523084
  nChanged 27
		SP:Iteration 37Q (12120.140000 sec): 3 clusters
  Score: Raw -1628931.699039 + Penalty 3108.762816 = -1625822.936223
  nChanged 24
		SP:Iteration 38Q (12120.170000 sec): 3 clusters
  Score: Raw -1628937.379214 + Penalty 3108.762816 = -1625828.616398
  nChanged 17
		SP:Iteration 39Q (12120.200000 sec): 3 clusters
  Score: Raw -1628941.307818 + Penalty 3108.762816 = -1625832.545002
  nChanged 16
		SP:Iteration 40F (12120.240000 sec): 3 clusters
  Score: Raw -1628944.374015 + Penalty 3108.762816 = -1625835.611198
  nChanged 15
		SP:Iteration 41Q (12120.270000 sec): 3 clusters
  Score: Raw -1628946.870057 + Penalty 3108.762816 = -1625838.107240
  nChanged 16
		SP:Iteration 42Q (12120.300000 sec): 3 clusters
  Score: Raw -1628949.691027 + Penalty 3108.762816 = -1625840.928211
  nChanged 13
		SP:Iteration 43Q (12120.330000 sec): 3 clusters
  Score: Raw -1628952.755728 + Penalty 3108.762816 = -1625843.992911
  nChanged 14
		SP:Iteration 44Q (12120.360000 sec): 3 clusters
  Score: Raw -1628955.526211 + Penalty 3108.762816 = -1625846.763395
  nChanged 11
		SP:Iteration 45Q (12120.390000 sec): 3 clusters
  Score: Raw -1628957.831123 + Penalty 3108.762816 = -1625849.068307
  nChanged 13
		SP:Iteration 46Q (12120.420000 sec): 3 clusters
  Score: Raw -1628960.594332 + Penalty 3108.762816 = -1625851.831516
  nChanged 12
		SP:Iteration 47Q (12120.460000 sec): 3 clusters
  Score: Raw -1628963.461566 + Penalty 3108.762816 = -1625854.698750
  nChanged 10
		SP:Iteration 48Q (12120.490000 sec): 3 clusters
  Score: Raw -1628965.083477 + Penalty 3108.762816 = -1625856.320660
  nChanged 7
		SP:Iteration 49Q (12120.520000 sec): 3 clusters
  Score: Raw -1628966.448765 + Penalty 3108.762816 = -1625857.685948
  nChanged 7
		SP:Iteration 50Q (12120.550000 sec): 3 clusters
  Score: Raw -1628967.480629 + Penalty 3108.762816 = -1625858.717813
  nChanged 5
		SP:Iteration 51Q (12120.590000 sec): 3 clusters
  Score: Raw -1628968.591977 + Penalty 3108.762816 = -1625859.829161
  nChanged 7
		SP:Iteration 52Q (12120.610000 sec): 3 clusters
  Score: Raw -1628970.008288 + Penalty 3108.762816 = -1625861.245472
  nChanged 10
		SP:Iteration 53Q (12120.650000 sec): 3 clusters
  Score: Raw -1628971.921113 + Penalty 3108.762816 = -1625863.158296
  nChanged 14
		SP:Iteration 54Q (12120.680000 sec): 3 clusters
  Score: Raw -1628973.891475 + Penalty 3108.762816 = -1625865.128658
  nChanged 7
		SP:Iteration 55Q (12120.710000 sec): 3 clusters
  Score: Raw -1628974.805225 + Penalty 3108.762816 = -1625866.042409
  nChanged 8
		SP:Iteration 56Q (12120.740000 sec): 3 clusters
  Score: Raw -1628975.779233 + Penalty 3108.762816 = -1625867.016417
  nChanged 3
		SP:Iteration 57Q (12120.770000 sec): 3 clusters
  Score: Raw -1628976.070411 + Penalty 3108.762816 = -1625867.307594
  nChanged 2
		SP:Iteration 58Q (12120.800000 sec): 3 clusters
  Score: Raw -1628976.332215 + Penalty 3108.762816 = -1625867.569399
  nChanged 1
		SP:Iteration 59Q (12120.830000 sec): 3 clusters
  Score: Raw -1628976.444906 + Penalty 3108.762816 = -1625867.682090
  nChanged 0
		SP:Iteration 60F (12120.870000 sec): 3 clusters
  Score: Raw -1628976.444906 + Penalty 3108.762816 = -1625867.682090
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (2355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12120.890000 sec): 2 clusters
  Score: Raw -212405.983096 + Penalty 1261.698101 = -211144.284995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12120.890000 sec): 3 clusters
  Score: Raw -211456.282570 + Penalty 2523.396202 = -208932.886367
  nChanged 865
		SP:Iteration 1F (12120.900000 sec): 3 clusters
  Score: Raw -212389.063160 + Penalty 2523.396202 = -209865.666958
  nChanged 246
		SP:Iteration 2F (12120.910000 sec): 3 clusters
  Score: Raw -212720.178439 + Penalty 2523.396202 = -210196.782236
  nChanged 172
		SP:Iteration 3F (12120.910000 sec): 3 clusters
  Score: Raw -212915.330249 + Penalty 2523.396202 = -210391.934047
  nChanged 125
		SP:Iteration 4F (12120.920000 sec): 3 clusters
  Score: Raw -213043.227227 + Penalty 2523.396202 = -210519.831025
  nChanged 104
		SP:Iteration 5Q (12120.920000 sec): 3 clusters
  Score: Raw -213175.873116 + Penalty 2523.396202 = -210652.476914
  nChanged 86
		SP:Iteration 6Q (12120.930000 sec): 3 clusters
  Score: Raw -213256.094096 + Penalty 2523.396202 = -210732.697894
  nChanged 56
		SP:Iteration 7Q (12120.930000 sec): 3 clusters
  Score: Raw -213293.738823 + Penalty 2523.396202 = -210770.342621
  nChanged 46
		SP:Iteration 8Q (12120.940000 sec): 3 clusters
  Score: Raw -213332.105888 + Penalty 2523.396202 = -210808.709686
  nChanged 32
		SP:Iteration 9Q (12120.940000 sec): 3 clusters
  Score: Raw -213356.432243 + Penalty 2523.396202 = -210833.036041
  nChanged 26
		SP:Iteration 10Q (12120.950000 sec): 3 clusters
  Score: Raw -213386.667871 + Penalty 2523.396202 = -210863.271669
  nChanged 32
		SP:Iteration 11Q (12120.950000 sec): 3 clusters
  Score: Raw -213429.410915 + Penalty 2523.396202 = -210906.014713
  nChanged 43
		SP:Iteration 12Q (12120.960000 sec): 3 clusters
  Score: Raw -213536.545650 + Penalty 2523.396202 = -211013.149448
  nChanged 62
		SP:Iteration 13Q (12120.970000 sec): 3 clusters
  Score: Raw -213665.731067 + Penalty 2523.396202 = -211142.334865
  nChanged 51
		SP:Iteration 14Q (12120.970000 sec): 3 clusters
  Score: Raw -213728.772984 + Penalty 2523.396202 = -211205.376782
  nChanged 37
		SP:Iteration 15Q (12120.970000 sec): 3 clusters
  Score: Raw -213764.616521 + Penalty 2523.396202 = -211241.220319
  nChanged 16
		SP:Iteration 16Q (12120.980000 sec): 3 clusters
  Score: Raw -213783.682744 + Penalty 2523.396202 = -211260.286542
  nChanged 11
		SP:Iteration 17Q (12120.990000 sec): 3 clusters
  Score: Raw -213793.409213 + Penalty 2523.396202 = -211270.013011
  nChanged 13
		SP:Iteration 18Q (12120.990000 sec): 3 clusters
  Score: Raw -213802.404535 + Penalty 2523.396202 = -211279.008333
  nChanged 7
		SP:Iteration 19Q (12120.990000 sec): 3 clusters
  Score: Raw -213806.816975 + Penalty 2523.396202 = -211283.420773
  nChanged 5
		SP:Iteration 20F (12121.000000 sec): 3 clusters
  Score: Raw -213810.787351 + Penalty 2523.396202 = -211287.391149
  nChanged 6
		SP:Iteration 21Q (12121.010000 sec): 3 clusters
  Score: Raw -213815.957776 + Penalty 2523.396202 = -211292.561574
  nChanged 8
		SP:Iteration 22Q (12121.010000 sec): 3 clusters
  Score: Raw -213819.159229 + Penalty 2523.396202 = -211295.763027
  nChanged 6
		SP:Iteration 23Q (12121.010000 sec): 3 clusters
  Score: Raw -213822.066321 + Penalty 2523.396202 = -211298.670119
  nChanged 3
		SP:Iteration 24Q (12121.020000 sec): 3 clusters
  Score: Raw -213824.277445 + Penalty 2523.396202 = -211300.881243
  nChanged 7
		SP:Iteration 25Q (12121.030000 sec): 3 clusters
  Score: Raw -213828.629737 + Penalty 2523.396202 = -211305.233535
  nChanged 7
		SP:Iteration 26Q (12121.030000 sec): 3 clusters
  Score: Raw -213833.427472 + Penalty 2523.396202 = -211310.031270
  nChanged 5
		SP:Iteration 27Q (12121.030000 sec): 3 clusters
  Score: Raw -213835.022543 + Penalty 2523.396202 = -211311.626341
  nChanged 1
		SP:Iteration 28Q (12121.040000 sec): 3 clusters
  Score: Raw -213835.169443 + Penalty 2523.396202 = -211311.773241
  nChanged 0
		SP:Iteration 29F (12121.050000 sec): 3 clusters
  Score: Raw -213835.169443 + Penalty 2523.396202 = -211311.773241
  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 12.55 GB.

 Trying to split cluster 39 (10286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12121.090000 sec): 2 clusters
  Score: Raw -1174831.702500 + Penalty 1501.262592 = -1173330.439908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12121.120000 sec): 3 clusters
  Score: Raw -1168950.504260 + Penalty 3002.525184 = -1165947.979076
  nChanged 4467
		SP:Iteration 1F (12121.140000 sec): 3 clusters
  Score: Raw -1171420.262065 + Penalty 3002.525184 = -1168417.736881
  nChanged 716
		SP:Iteration 2F (12121.170000 sec): 3 clusters
  Score: Raw -1171812.358649 + Penalty 3002.525184 = -1168809.833466
  nChanged 648
		SP:Iteration 3F (12121.200000 sec): 3 clusters
  Score: Raw -1172212.639208 + Penalty 3002.525184 = -1169210.114024
  nChanged 680
		SP:Iteration 4F (12121.220000 sec): 3 clusters
  Score: Raw -1172732.127643 + Penalty 3002.525184 = -1169729.602459
  nChanged 682
		SP:Iteration 5F (12121.250000 sec): 3 clusters
  Score: Raw -1173355.445796 + Penalty 3002.525184 = -1170352.920612
  nChanged 696
		SP:Iteration 6F (12121.280000 sec): 3 clusters
  Score: Raw -1174005.173226 + Penalty 3002.525184 = -1171002.648042
  nChanged 641
		SP:Iteration 7F (12121.300000 sec): 3 clusters
  Score: Raw -1174607.010265 + Penalty 3002.525184 = -1171604.485081
  nChanged 528
		SP:Iteration 8F (12121.330000 sec): 3 clusters
  Score: Raw -1175033.684978 + Penalty 3002.525184 = -1172031.159795
  nChanged 360
		SP:Iteration 9Q (12121.350000 sec): 3 clusters
  Score: Raw -1175253.490704 + Penalty 3002.525184 = -1172250.965521
  nChanged 246
		SP:Iteration 10Q (12121.380000 sec): 3 clusters
  Score: Raw -1175361.496001 + Penalty 3002.525184 = -1172358.970817
  nChanged 165
		SP:Iteration 11Q (12121.410000 sec): 3 clusters
  Score: Raw -1175428.104168 + Penalty 3002.525184 = -1172425.578984
  nChanged 121
		SP:Iteration 12Q (12121.430000 sec): 3 clusters
  Score: Raw -1175473.491343 + Penalty 3002.525184 = -1172470.966160
  nChanged 94
		SP:Iteration 13Q (12121.450000 sec): 3 clusters
  Score: Raw -1175510.547382 + Penalty 3002.525184 = -1172508.022199
  nChanged 91
		SP:Iteration 14Q (12121.480000 sec): 3 clusters
  Score: Raw -1175553.504306 + Penalty 3002.525184 = -1172550.979122
  nChanged 89
		SP:Iteration 15Q (12121.500000 sec): 3 clusters
  Score: Raw -1175592.100119 + Penalty 3002.525184 = -1172589.574936
  nChanged 87
		SP:Iteration 16Q (12121.530000 sec): 3 clusters
  Score: Raw -1175619.292851 + Penalty 3002.525184 = -1172616.767668
  nChanged 67
		SP:Iteration 17Q (12121.550000 sec): 3 clusters
  Score: Raw -1175640.877616 + Penalty 3002.525184 = -1172638.352433
  nChanged 68
		SP:Iteration 18Q (12121.580000 sec): 3 clusters
  Score: Raw -1175664.378026 + Penalty 3002.525184 = -1172661.852842
  nChanged 53
		SP:Iteration 19Q (12121.600000 sec): 3 clusters
  Score: Raw -1175678.361920 + Penalty 3002.525184 = -1172675.836736
  nChanged 40
		SP:Iteration 20F (12121.630000 sec): 3 clusters
  Score: Raw -1175687.268678 + Penalty 3002.525184 = -1172684.743494
  nChanged 27
		SP:Iteration 21Q (12121.650000 sec): 3 clusters
  Score: Raw -1175690.941711 + Penalty 3002.525184 = -1172688.416528
  nChanged 19
		SP:Iteration 22Q (12121.670000 sec): 3 clusters
  Score: Raw -1175693.395344 + Penalty 3002.525184 = -1172690.870161
  nChanged 20
		SP:Iteration 23Q (12121.690000 sec): 3 clusters
  Score: Raw -1175695.859138 + Penalty 3002.525184 = -1172693.333954
  nChanged 12
		SP:Iteration 24Q (12121.720000 sec): 3 clusters
  Score: Raw -1175697.257297 + Penalty 3002.525184 = -1172694.732113
  nChanged 7
		SP:Iteration 25Q (12121.740000 sec): 3 clusters
  Score: Raw -1175698.228786 + Penalty 3002.525184 = -1172695.703603
  nChanged 5
		SP:Iteration 26Q (12121.770000 sec): 3 clusters
  Score: Raw -1175698.889614 + Penalty 3002.525184 = -1172696.364430
  nChanged 5
		SP:Iteration 27Q (12121.790000 sec): 3 clusters
  Score: Raw -1175699.412024 + Penalty 3002.525184 = -1172696.886840
  nChanged 3
		SP:Iteration 28Q (12121.810000 sec): 3 clusters
  Score: Raw -1175699.685664 + Penalty 3002.525184 = -1172697.160481
  nChanged 2
		SP:Iteration 29Q (12121.830000 sec): 3 clusters
  Score: Raw -1175699.820761 + Penalty 3002.525184 = -1172697.295578
  nChanged 1
		SP:Iteration 30Q (12121.860000 sec): 3 clusters
  Score: Raw -1175699.881922 + Penalty 3002.525184 = -1172697.356738
  nChanged 2
		SP:Iteration 31Q (12121.880000 sec): 3 clusters
  Score: Raw -1175700.087609 + Penalty 3002.525184 = -1172697.562425
  nChanged 2
		SP:Iteration 32Q (12121.900000 sec): 3 clusters
  Score: Raw -1175700.300339 + Penalty 3002.525184 = -1172697.775156
  nChanged 0
		SP:Iteration 33F (12121.930000 sec): 3 clusters
  Score: Raw -1175700.300339 + Penalty 3002.525184 = -1172697.775156
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12121.950000 sec): 2 clusters
  Score: Raw -571183.614152 + Penalty 1384.951355 = -569798.662797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12121.960000 sec): 3 clusters
  Score: Raw -568587.405405 + Penalty 2769.902710 = -565817.502694
  nChanged 1977
		SP:Iteration 1F (12121.970000 sec): 3 clusters
  Score: Raw -569685.117841 + Penalty 2769.902710 = -566915.215130
  nChanged 362
		SP:Iteration 2F (12121.990000 sec): 3 clusters
  Score: Raw -569859.811539 + Penalty 2769.902710 = -567089.908829
  nChanged 262
		SP:Iteration 3F (12122.000000 sec): 3 clusters
  Score: Raw -569973.757526 + Penalty 2769.902710 = -567203.854816
  nChanged 178
		SP:Iteration 4Q (12122.010000 sec): 3 clusters
  Score: Raw -570038.783928 + Penalty 2769.902710 = -567268.881218
  nChanged 139
		SP:Iteration 5Q (12122.020000 sec): 3 clusters
  Score: Raw -570087.421417 + Penalty 2769.902710 = -567317.518707
  nChanged 95
		SP:Iteration 6Q (12122.030000 sec): 3 clusters
  Score: Raw -570124.985074 + Penalty 2769.902710 = -567355.082363
  nChanged 95
		SP:Iteration 7Q (12122.050000 sec): 3 clusters
  Score: Raw -570156.386311 + Penalty 2769.902710 = -567386.483601
  nChanged 69
		SP:Iteration 8Q (12122.060000 sec): 3 clusters
  Score: Raw -570179.361368 + Penalty 2769.902710 = -567409.458658
  nChanged 78
		SP:Iteration 9Q (12122.070000 sec): 3 clusters
  Score: Raw -570201.619651 + Penalty 2769.902710 = -567431.716941
  nChanged 75
		SP:Iteration 10Q (12122.090000 sec): 3 clusters
  Score: Raw -570223.301037 + Penalty 2769.902710 = -567453.398327
  nChanged 73
		SP:Iteration 11Q (12122.100000 sec): 3 clusters
  Score: Raw -570249.733277 + Penalty 2769.902710 = -567479.830567
  nChanged 78
		SP:Iteration 12Q (12122.110000 sec): 3 clusters
  Score: Raw -570279.856404 + Penalty 2769.902710 = -567509.953694
  nChanged 84
		SP:Iteration 13Q (12122.120000 sec): 3 clusters
  Score: Raw -570306.568207 + Penalty 2769.902710 = -567536.665497
  nChanged 75
		SP:Iteration 14Q (12122.130000 sec): 3 clusters
  Score: Raw -570334.420767 + Penalty 2769.902710 = -567564.518057
  nChanged 75
		SP:Iteration 15Q (12122.150000 sec): 3 clusters
  Score: Raw -570363.553086 + Penalty 2769.902710 = -567593.650376
  nChanged 76
		SP:Iteration 16Q (12122.160000 sec): 3 clusters
  Score: Raw -570392.274952 + Penalty 2769.902710 = -567622.372242
  nChanged 78
		SP:Iteration 17Q (12122.170000 sec): 3 clusters
  Score: Raw -570419.401695 + Penalty 2769.902710 = -567649.498985
  nChanged 72
		SP:Iteration 18Q (12122.190000 sec): 3 clusters
  Score: Raw -570440.109490 + Penalty 2769.902710 = -567670.206780
  nChanged 66
		SP:Iteration 19Q (12122.200000 sec): 3 clusters
  Score: Raw -570458.013431 + Penalty 2769.902710 = -567688.110721
  nChanged 51
		SP:Iteration 20F (12122.210000 sec): 3 clusters
  Score: Raw -570471.706609 + Penalty 2769.902710 = -567701.803899
  nChanged 53
		SP:Iteration 21Q (12122.220000 sec): 3 clusters
  Score: Raw -570486.694786 + Penalty 2769.902710 = -567716.792076
  nChanged 43
		SP:Iteration 22Q (12122.230000 sec): 3 clusters
  Score: Raw -570500.548194 + Penalty 2769.902710 = -567730.645484
  nChanged 55
		SP:Iteration 23Q (12122.250000 sec): 3 clusters
  Score: Raw -570516.032256 + Penalty 2769.902710 = -567746.129546
  nChanged 52
		SP:Iteration 24Q (12122.260000 sec): 3 clusters
  Score: Raw -570532.883480 + Penalty 2769.902710 = -567762.980770
  nChanged 66
		SP:Iteration 25Q (12122.270000 sec): 3 clusters
  Score: Raw -570554.141293 + Penalty 2769.902710 = -567784.238583
  nChanged 75
		SP:Iteration 26Q (12122.280000 sec): 3 clusters
  Score: Raw -570582.022037 + Penalty 2769.902710 = -567812.119327
  nChanged 82
		SP:Iteration 27Q (12122.300000 sec): 3 clusters
  Score: Raw -570612.980380 + Penalty 2769.902710 = -567843.077670
  nChanged 94
		SP:Iteration 28Q (12122.310000 sec): 3 clusters
  Score: Raw -570647.024455 + Penalty 2769.902710 = -567877.121745
  nChanged 76
		SP:Iteration 29Q (12122.320000 sec): 3 clusters
  Score: Raw -570672.338042 + Penalty 2769.902710 = -567902.435332
  nChanged 81
		SP:Iteration 30Q (12122.330000 sec): 3 clusters
  Score: Raw -570699.752171 + Penalty 2769.902710 = -567929.849460
  nChanged 78
		SP:Iteration 31Q (12122.350000 sec): 3 clusters
  Score: Raw -570726.671875 + Penalty 2769.902710 = -567956.769165
  nChanged 91
		SP:Iteration 32Q (12122.360000 sec): 3 clusters
  Score: Raw -570760.689020 + Penalty 2769.902710 = -567990.786310
  nChanged 91
		SP:Iteration 33Q (12122.370000 sec): 3 clusters
  Score: Raw -570794.901227 + Penalty 2769.902710 = -568024.998517
  nChanged 81
		SP:Iteration 34Q (12122.380000 sec): 3 clusters
  Score: Raw -570827.240270 + Penalty 2769.902710 = -568057.337560
  nChanged 86
		SP:Iteration 35Q (12122.390000 sec): 3 clusters
  Score: Raw -570861.476638 + Penalty 2769.902710 = -568091.573928
  nChanged 98
		SP:Iteration 36Q (12122.410000 sec): 3 clusters
  Score: Raw -570900.121208 + Penalty 2769.902710 = -568130.218498
  nChanged 91
		SP:Iteration 37Q (12122.420000 sec): 3 clusters
  Score: Raw -570938.763088 + Penalty 2769.902710 = -568168.860377
  nChanged 90
		SP:Iteration 38Q (12122.430000 sec): 3 clusters
  Score: Raw -570977.617823 + Penalty 2769.902710 = -568207.715112
  nChanged 87
		SP:Iteration 39Q (12122.450000 sec): 3 clusters
  Score: Raw -571009.890237 + Penalty 2769.902710 = -568239.987527
  nChanged 74
		SP:Iteration 40F (12122.460000 sec): 3 clusters
  Score: Raw -571037.912329 + Penalty 2769.902710 = -568268.009619
  nChanged 72
		SP:Iteration 41Q (12122.470000 sec): 3 clusters
  Score: Raw -571069.787861 + Penalty 2769.902710 = -568299.885151
  nChanged 79
		SP:Iteration 42Q (12122.480000 sec): 3 clusters
  Score: Raw -571098.647536 + Penalty 2769.902710 = -568328.744826
  nChanged 64
		SP:Iteration 43Q (12122.490000 sec): 3 clusters
  Score: Raw -571122.475576 + Penalty 2769.902710 = -568352.572866
  nChanged 62
		SP:Iteration 44Q (12122.510000 sec): 3 clusters
  Score: Raw -571149.085268 + Penalty 2769.902710 = -568379.182558
  nChanged 71
		SP:Iteration 45Q (12122.520000 sec): 3 clusters
  Score: Raw -571184.481482 + Penalty 2769.902710 = -568414.578772
  nChanged 65
		SP:Iteration 46Q (12122.530000 sec): 3 clusters
  Score: Raw -571214.736467 + Penalty 2769.902710 = -568444.833757
  nChanged 57
		SP:Iteration 47Q (12122.540000 sec): 3 clusters
  Score: Raw -571238.170825 + Penalty 2769.902710 = -568468.268114
  nChanged 39
		SP:Iteration 48Q (12122.560000 sec): 3 clusters
  Score: Raw -571251.936777 + Penalty 2769.902710 = -568482.034067
  nChanged 29
		SP:Iteration 49Q (12122.570000 sec): 3 clusters
  Score: Raw -571261.969796 + Penalty 2769.902710 = -568492.067086
  nChanged 17
		SP:Iteration 50Q (12122.580000 sec): 3 clusters
  Score: Raw -571268.482475 + Penalty 2769.902710 = -568498.579765
  nChanged 20
		SP:Iteration 51Q (12122.590000 sec): 3 clusters
  Score: Raw -571275.666176 + Penalty 2769.902710 = -568505.763466
  nChanged 13
		SP:Iteration 52Q (12122.610000 sec): 3 clusters
  Score: Raw -571281.501432 + Penalty 2769.902710 = -568511.598722
  nChanged 18
		SP:Iteration 53Q (12122.620000 sec): 3 clusters
  Score: Raw -571289.559209 + Penalty 2769.902710 = -568519.656499
  nChanged 15
		SP:Iteration 54Q (12122.640000 sec): 3 clusters
  Score: Raw -571294.757825 + Penalty 2769.902710 = -568524.855115
  nChanged 15
		SP:Iteration 55Q (12122.650000 sec): 3 clusters
  Score: Raw -571300.060710 + Penalty 2769.902710 = -568530.158000
  nChanged 12
		SP:Iteration 56Q (12122.670000 sec): 3 clusters
  Score: Raw -571305.021409 + Penalty 2769.902710 = -568535.118699
  nChanged 6
		SP:Iteration 57Q (12122.680000 sec): 3 clusters
  Score: Raw -571306.737276 + Penalty 2769.902710 = -568536.834566
  nChanged 5
		SP:Iteration 58Q (12122.690000 sec): 3 clusters
  Score: Raw -571308.027750 + Penalty 2769.902710 = -568538.125040
  nChanged 4
		SP:Iteration 59Q (12122.700000 sec): 3 clusters
  Score: Raw -571308.918154 + Penalty 2769.902710 = -568539.015444
  nChanged 5
		SP:Iteration 60F (12122.710000 sec): 3 clusters
  Score: Raw -571310.803448 + Penalty 2769.902710 = -568540.900738
  nChanged 6
		SP:Iteration 61Q (12122.730000 sec): 3 clusters
  Score: Raw -571312.956960 + Penalty 2769.902710 = -568543.054249
  nChanged 3
		SP:Iteration 62Q (12122.740000 sec): 3 clusters
  Score: Raw -571313.773911 + Penalty 2769.902710 = -568543.871201
  nChanged 3
		SP:Iteration 63Q (12122.750000 sec): 3 clusters
  Score: Raw -571315.239470 + Penalty 2769.902710 = -568545.336759
  nChanged 8
		SP:Iteration 64Q (12122.760000 sec): 3 clusters
  Score: Raw -571318.685442 + Penalty 2769.902710 = -568548.782732
  nChanged 11
		SP:Iteration 65Q (12122.770000 sec): 3 clusters
  Score: Raw -571324.168825 + Penalty 2769.902710 = -568554.266115
  nChanged 8
		SP:Iteration 66Q (12122.790000 sec): 3 clusters
  Score: Raw -571326.752947 + Penalty 2769.902710 = -568556.850237
  nChanged 4
		SP:Iteration 67Q (12122.800000 sec): 3 clusters
  Score: Raw -571327.910485 + Penalty 2769.902710 = -568558.007774
  nChanged 3
		SP:Iteration 68Q (12122.810000 sec): 3 clusters
  Score: Raw -571328.849082 + Penalty 2769.902710 = -568558.946372
  nChanged 1
		SP:Iteration 69Q (12122.830000 sec): 3 clusters
  Score: Raw -571329.192218 + Penalty 2769.902710 = -568559.289508
  nChanged 2
		SP:Iteration 70Q (12122.840000 sec): 3 clusters
  Score: Raw -571329.705438 + Penalty 2769.902710 = -568559.802728
  nChanged 5
		SP:Iteration 71Q (12122.850000 sec): 3 clusters
  Score: Raw -571331.607677 + Penalty 2769.902710 = -568561.704967
  nChanged 7
		SP:Iteration 72Q (12122.860000 sec): 3 clusters
  Score: Raw -571334.559871 + Penalty 2769.902710 = -568564.657161
  nChanged 7
		SP:Iteration 73Q (12122.870000 sec): 3 clusters
  Score: Raw -571337.811987 + Penalty 2769.902710 = -568567.909277
  nChanged 6
		SP:Iteration 74Q (12122.890000 sec): 3 clusters
  Score: Raw -571339.453193 + Penalty 2769.902710 = -568569.550483
  nChanged 5
		SP:Iteration 75Q (12122.900000 sec): 3 clusters
  Score: Raw -571341.325672 + Penalty 2769.902710 = -568571.422962
  nChanged 7
		SP:Iteration 76Q (12122.910000 sec): 3 clusters
  Score: Raw -571343.913742 + Penalty 2769.902710 = -568574.011032
  nChanged 9
		SP:Iteration 77Q (12122.930000 sec): 3 clusters
  Score: Raw -571347.193780 + Penalty 2769.902710 = -568577.291070
  nChanged 9
		SP:Iteration 78Q (12122.940000 sec): 3 clusters
  Score: Raw -571350.436829 + Penalty 2769.902710 = -568580.534119
  nChanged 11
		SP:Iteration 79Q (12122.950000 sec): 3 clusters
  Score: Raw -571355.170912 + Penalty 2769.902710 = -568585.268202
  nChanged 13
		SP:Iteration 80F (12122.960000 sec): 3 clusters
  Score: Raw -571359.745508 + Penalty 2769.902710 = -568589.842798
  nChanged 10
		SP:Iteration 81Q (12122.970000 sec): 3 clusters
  Score: Raw -571365.485130 + Penalty 2769.902710 = -568595.582420
  nChanged 14
		SP:Iteration 82Q (12122.990000 sec): 3 clusters
  Score: Raw -571372.142881 + Penalty 2769.902710 = -568602.240171
  nChanged 6
		SP:Iteration 83Q (12123.000000 sec): 3 clusters
  Score: Raw -571374.437745 + Penalty 2769.902710 = -568604.535035
  nChanged 7
		SP:Iteration 84Q (12123.010000 sec): 3 clusters
  Score: Raw -571378.197273 + Penalty 2769.902710 = -568608.294563
  nChanged 7
		SP:Iteration 85Q (12123.020000 sec): 3 clusters
  Score: Raw -571381.200830 + Penalty 2769.902710 = -568611.298120
  nChanged 5
		SP:Iteration 86Q (12123.030000 sec): 3 clusters
  Score: Raw -571383.014999 + Penalty 2769.902710 = -568613.112289
  nChanged 4
		SP:Iteration 87Q (12123.050000 sec): 3 clusters
  Score: Raw -571384.203540 + Penalty 2769.902710 = -568614.300830
  nChanged 2
		SP:Iteration 88Q (12123.060000 sec): 3 clusters
  Score: Raw -571384.570512 + Penalty 2769.902710 = -568614.667802
  nChanged 0
		SP:Iteration 89F (12123.070000 sec): 3 clusters
  Score: Raw -571384.570512 + Penalty 2769.902710 = -568614.667802
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12123.090000 sec): 2 clusters
  Score: Raw -769027.503482 + Penalty 1434.487397 = -767593.016085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12123.110000 sec): 3 clusters
  Score: Raw -765358.681333 + Penalty 2868.974794 = -762489.706539
  nChanged 2785
		SP:Iteration 1F (12123.130000 sec): 3 clusters
  Score: Raw -766746.604932 + Penalty 2868.974794 = -763877.630138
  nChanged 424
		SP:Iteration 2F (12123.140000 sec): 3 clusters
  Score: Raw -766944.989391 + Penalty 2868.974794 = -764076.014597
  nChanged 342
		SP:Iteration 3F (12123.160000 sec): 3 clusters
  Score: Raw -767108.012557 + Penalty 2868.974794 = -764239.037762
  nChanged 312
		SP:Iteration 4Q (12123.180000 sec): 3 clusters
  Score: Raw -767269.600066 + Penalty 2868.974794 = -764400.625272
  nChanged 303
		SP:Iteration 5Q (12123.190000 sec): 3 clusters
  Score: Raw -767445.926599 + Penalty 2868.974794 = -764576.951805
  nChanged 286
		SP:Iteration 6Q (12123.210000 sec): 3 clusters
  Score: Raw -767622.515794 + Penalty 2868.974794 = -764753.541000
  nChanged 297
		SP:Iteration 7Q (12123.230000 sec): 3 clusters
  Score: Raw -767848.359315 + Penalty 2868.974794 = -764979.384521
  nChanged 266
		SP:Iteration 8Q (12123.250000 sec): 3 clusters
  Score: Raw -768043.554936 + Penalty 2868.974794 = -765174.580142
  nChanged 258
		SP:Iteration 9Q (12123.260000 sec): 3 clusters
  Score: Raw -768225.006611 + Penalty 2868.974794 = -765356.031817
  nChanged 234
		SP:Iteration 10Q (12123.280000 sec): 3 clusters
  Score: Raw -768374.458836 + Penalty 2868.974794 = -765505.484042
  nChanged 202
		SP:Iteration 11Q (12123.290000 sec): 3 clusters
  Score: Raw -768504.979224 + Penalty 2868.974794 = -765636.004430
  nChanged 199
		SP:Iteration 12Q (12123.310000 sec): 3 clusters
  Score: Raw -768645.233143 + Penalty 2868.974794 = -765776.258349
  nChanged 173
		SP:Iteration 13Q (12123.330000 sec): 3 clusters
  Score: Raw -768798.707877 + Penalty 2868.974794 = -765929.733083
  nChanged 185
		SP:Iteration 14Q (12123.340000 sec): 3 clusters
  Score: Raw -768968.232686 + Penalty 2868.974794 = -766099.257892
  nChanged 181
		SP:Iteration 15Q (12123.360000 sec): 3 clusters
  Score: Raw -769140.803672 + Penalty 2868.974794 = -766271.828878
  nChanged 194
		SP:Iteration 16Q (12123.370000 sec): 3 clusters
  Score: Raw -769325.876332 + Penalty 2868.974794 = -766456.901538
  nChanged 180
		SP:Iteration 17Q (12123.390000 sec): 3 clusters
  Score: Raw -769460.410103 + Penalty 2868.974794 = -766591.435309
  nChanged 155
		SP:Iteration 18Q (12123.400000 sec): 3 clusters
  Score: Raw -769578.906709 + Penalty 2868.974794 = -766709.931915
  nChanged 149
		SP:Iteration 19Q (12123.410000 sec): 3 clusters
  Score: Raw -769682.986525 + Penalty 2868.974794 = -766814.011731
  nChanged 122
		SP:Iteration 20F (12123.430000 sec): 3 clusters
  Score: Raw -769756.928679 + Penalty 2868.974794 = -766887.953885
  nChanged 98
		SP:Iteration 21Q (12123.450000 sec): 3 clusters
  Score: Raw -769814.401482 + Penalty 2868.974794 = -766945.426688
  nChanged 93
		SP:Iteration 22Q (12123.460000 sec): 3 clusters
  Score: Raw -769861.650970 + Penalty 2868.974794 = -766992.676176
  nChanged 73
		SP:Iteration 23Q (12123.470000 sec): 3 clusters
  Score: Raw -769899.989547 + Penalty 2868.974794 = -767031.014753
  nChanged 59
		SP:Iteration 24Q (12123.490000 sec): 3 clusters
  Score: Raw -769924.669505 + Penalty 2868.974794 = -767055.694711
  nChanged 62
		SP:Iteration 25Q (12123.500000 sec): 3 clusters
  Score: Raw -769950.475019 + Penalty 2868.974794 = -767081.500225
  nChanged 52
		SP:Iteration 26Q (12123.520000 sec): 3 clusters
  Score: Raw -769968.471853 + Penalty 2868.974794 = -767099.497059
  nChanged 44
		SP:Iteration 27Q (12123.530000 sec): 3 clusters
  Score: Raw -769982.107607 + Penalty 2868.974794 = -767113.132813
  nChanged 40
		SP:Iteration 28Q (12123.550000 sec): 3 clusters
  Score: Raw -769995.438290 + Penalty 2868.974794 = -767126.463496
  nChanged 34
		SP:Iteration 29Q (12123.560000 sec): 3 clusters
  Score: Raw -770003.970012 + Penalty 2868.974794 = -767134.995218
  nChanged 35
		SP:Iteration 30Q (12123.570000 sec): 3 clusters
  Score: Raw -770013.298193 + Penalty 2868.974794 = -767144.323399
  nChanged 27
		SP:Iteration 31Q (12123.590000 sec): 3 clusters
  Score: Raw -770020.874030 + Penalty 2868.974794 = -767151.899236
  nChanged 34
		SP:Iteration 32Q (12123.600000 sec): 3 clusters
  Score: Raw -770030.079183 + Penalty 2868.974794 = -767161.104389
  nChanged 31
		SP:Iteration 33Q (12123.620000 sec): 3 clusters
  Score: Raw -770039.811163 + Penalty 2868.974794 = -767170.836369
  nChanged 32
		SP:Iteration 34Q (12123.630000 sec): 3 clusters
  Score: Raw -770050.404697 + Penalty 2868.974794 = -767181.429903
  nChanged 36
		SP:Iteration 35Q (12123.650000 sec): 3 clusters
  Score: Raw -770063.652978 + Penalty 2868.974794 = -767194.678184
  nChanged 39
		SP:Iteration 36Q (12123.660000 sec): 3 clusters
  Score: Raw -770076.515766 + Penalty 2868.974794 = -767207.540972
  nChanged 37
		SP:Iteration 37Q (12123.670000 sec): 3 clusters
  Score: Raw -770087.021556 + Penalty 2868.974794 = -767218.046762
  nChanged 31
		SP:Iteration 38Q (12123.690000 sec): 3 clusters
  Score: Raw -770096.170814 + Penalty 2868.974794 = -767227.196020
  nChanged 32
		SP:Iteration 39Q (12123.700000 sec): 3 clusters
  Score: Raw -770105.956332 + Penalty 2868.974794 = -767236.981538
  nChanged 29
		SP:Iteration 40F (12123.720000 sec): 3 clusters
  Score: Raw -770114.724470 + Penalty 2868.974794 = -767245.749676
  nChanged 27
		SP:Iteration 41Q (12123.730000 sec): 3 clusters
  Score: Raw -770122.235665 + Penalty 2868.974794 = -767253.260871
  nChanged 29
		SP:Iteration 42Q (12123.750000 sec): 3 clusters
  Score: Raw -770130.034687 + Penalty 2868.974794 = -767261.059893
  nChanged 24
		SP:Iteration 43Q (12123.770000 sec): 3 clusters
  Score: Raw -770135.624618 + Penalty 2868.974794 = -767266.649824
  nChanged 25
		SP:Iteration 44Q (12123.780000 sec): 3 clusters
  Score: Raw -770141.606691 + Penalty 2868.974794 = -767272.631897
  nChanged 21
		SP:Iteration 45Q (12123.790000 sec): 3 clusters
  Score: Raw -770145.833751 + Penalty 2868.974794 = -767276.858957
  nChanged 19
		SP:Iteration 46Q (12123.810000 sec): 3 clusters
  Score: Raw -770150.900606 + Penalty 2868.974794 = -767281.925812
  nChanged 18
		SP:Iteration 47Q (12123.820000 sec): 3 clusters
  Score: Raw -770154.475869 + Penalty 2868.974794 = -767285.501075
  nChanged 13
		SP:Iteration 48Q (12123.840000 sec): 3 clusters
  Score: Raw -770157.347543 + Penalty 2868.974794 = -767288.372749
  nChanged 14
		SP:Iteration 49Q (12123.850000 sec): 3 clusters
  Score: Raw -770159.872564 + Penalty 2868.974794 = -767290.897770
  nChanged 12
		SP:Iteration 50Q (12123.870000 sec): 3 clusters
  Score: Raw -770162.070209 + Penalty 2868.974794 = -767293.095415
  nChanged 10
		SP:Iteration 51Q (12123.880000 sec): 3 clusters
  Score: Raw -770164.160181 + Penalty 2868.974794 = -767295.185387
  nChanged 17
		SP:Iteration 52Q (12123.890000 sec): 3 clusters
  Score: Raw -770168.186575 + Penalty 2868.974794 = -767299.211781
  nChanged 23
		SP:Iteration 53Q (12123.910000 sec): 3 clusters
  Score: Raw -770173.163606 + Penalty 2868.974794 = -767304.188812
  nChanged 14
		SP:Iteration 54Q (12123.930000 sec): 3 clusters
  Score: Raw -770176.209737 + Penalty 2868.974794 = -767307.234943
  nChanged 11
		SP:Iteration 55Q (12123.940000 sec): 3 clusters
  Score: Raw -770178.519777 + Penalty 2868.974794 = -767309.544983
  nChanged 10
		SP:Iteration 56Q (12123.950000 sec): 3 clusters
  Score: Raw -770180.291348 + Penalty 2868.974794 = -767311.316554
  nChanged 10
		SP:Iteration 57Q (12123.970000 sec): 3 clusters
  Score: Raw -770182.294446 + Penalty 2868.974794 = -767313.319652
  nChanged 13
		SP:Iteration 58Q (12123.980000 sec): 3 clusters
  Score: Raw -770184.938190 + Penalty 2868.974794 = -767315.963396
  nChanged 12
		SP:Iteration 59Q (12124.000000 sec): 3 clusters
  Score: Raw -770188.986291 + Penalty 2868.974794 = -767320.011497
  nChanged 23
		SP:Iteration 60F (12124.010000 sec): 3 clusters
  Score: Raw -770195.750997 + Penalty 2868.974794 = -767326.776203
  nChanged 25
		SP:Iteration 61Q (12124.030000 sec): 3 clusters
  Score: Raw -770201.536520 + Penalty 2868.974794 = -767332.561726
  nChanged 18
		SP:Iteration 62Q (12124.040000 sec): 3 clusters
  Score: Raw -770205.037692 + Penalty 2868.974794 = -767336.062898
  nChanged 13
		SP:Iteration 63Q (12124.050000 sec): 3 clusters
  Score: Raw -770207.227839 + Penalty 2868.974794 = -767338.253045
  nChanged 8
		SP:Iteration 64Q (12124.070000 sec): 3 clusters
  Score: Raw -770208.419340 + Penalty 2868.974794 = -767339.444546
  nChanged 4
		SP:Iteration 65Q (12124.080000 sec): 3 clusters
  Score: Raw -770209.149173 + Penalty 2868.974794 = -767340.174379
  nChanged 2
		SP:Iteration 66Q (12124.100000 sec): 3 clusters
  Score: Raw -770209.310573 + Penalty 2868.974794 = -767340.335779
  nChanged 0
		SP:Iteration 67F (12124.110000 sec): 3 clusters
  Score: Raw -770209.310573 + Penalty 2868.974794 = -767340.335779
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12124.130000 sec): 2 clusters
  Score: Raw -670601.959941 + Penalty 1413.345821 = -669188.614120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12124.160000 sec): 3 clusters
  Score: Raw -667402.049441 + Penalty 2826.691642 = -664575.357799
  nChanged 2449
		SP:Iteration 1F (12124.170000 sec): 3 clusters
  Score: Raw -668791.067983 + Penalty 2826.691642 = -665964.376341
  nChanged 482
		SP:Iteration 2F (12124.180000 sec): 3 clusters
  Score: Raw -669105.831712 + Penalty 2826.691642 = -666279.140070
  nChanged 404
		SP:Iteration 3F (12124.200000 sec): 3 clusters
  Score: Raw -669386.617877 + Penalty 2826.691642 = -666559.926235
  nChanged 369
		SP:Iteration 4F (12124.220000 sec): 3 clusters
  Score: Raw -669654.419630 + Penalty 2826.691642 = -666827.727988
  nChanged 335
		SP:Iteration 5F (12124.230000 sec): 3 clusters
  Score: Raw -669952.607815 + Penalty 2826.691642 = -667125.916173
  nChanged 348
		SP:Iteration 6F (12124.240000 sec): 3 clusters
  Score: Raw -670272.272660 + Penalty 2826.691642 = -667445.581018
  nChanged 312
		SP:Iteration 7F (12124.260000 sec): 3 clusters
  Score: Raw -670608.741197 + Penalty 2826.691642 = -667782.049555
  nChanged 292
		SP:Iteration 8Q (12124.280000 sec): 3 clusters
  Score: Raw -670898.435811 + Penalty 2826.691642 = -668071.744169
  nChanged 256
		SP:Iteration 9Q (12124.290000 sec): 3 clusters
  Score: Raw -671137.485128 + Penalty 2826.691642 = -668310.793485
  nChanged 215
		SP:Iteration 10Q (12124.300000 sec): 3 clusters
  Score: Raw -671326.111621 + Penalty 2826.691642 = -668499.419978
  nChanged 173
		SP:Iteration 11Q (12124.320000 sec): 3 clusters
  Score: Raw -671515.907771 + Penalty 2826.691642 = -668689.216129
  nChanged 151
		SP:Iteration 12Q (12124.330000 sec): 3 clusters
  Score: Raw -671661.613807 + Penalty 2826.691642 = -668834.922165
  nChanged 111
		SP:Iteration 13Q (12124.340000 sec): 3 clusters
  Score: Raw -671746.963598 + Penalty 2826.691642 = -668920.271956
  nChanged 57
		SP:Iteration 14Q (12124.360000 sec): 3 clusters
  Score: Raw -671768.821395 + Penalty 2826.691642 = -668942.129753
  nChanged 36
		SP:Iteration 15Q (12124.370000 sec): 3 clusters
  Score: Raw -671781.410505 + Penalty 2826.691642 = -668954.718862
  nChanged 20
		SP:Iteration 16Q (12124.380000 sec): 3 clusters
  Score: Raw -671789.084463 + Penalty 2826.691642 = -668962.392821
  nChanged 26
		SP:Iteration 17Q (12124.390000 sec): 3 clusters
  Score: Raw -671796.779028 + Penalty 2826.691642 = -668970.087385
  nChanged 15
		SP:Iteration 18Q (12124.400000 sec): 3 clusters
  Score: Raw -671800.956207 + Penalty 2826.691642 = -668974.264565
  nChanged 10
		SP:Iteration 19Q (12124.420000 sec): 3 clusters
  Score: Raw -671804.298325 + Penalty 2826.691642 = -668977.606683
  nChanged 14
		SP:Iteration 20F (12124.430000 sec): 3 clusters
  Score: Raw -671808.663729 + Penalty 2826.691642 = -668981.972087
  nChanged 11
		SP:Iteration 21Q (12124.440000 sec): 3 clusters
  Score: Raw -671813.606000 + Penalty 2826.691642 = -668986.914358
  nChanged 14
		SP:Iteration 22Q (12124.460000 sec): 3 clusters
  Score: Raw -671818.044114 + Penalty 2826.691642 = -668991.352472
  nChanged 10
		SP:Iteration 23Q (12124.470000 sec): 3 clusters
  Score: Raw -671821.311937 + Penalty 2826.691642 = -668994.620295
  nChanged 9
		SP:Iteration 24Q (12124.480000 sec): 3 clusters
  Score: Raw -671824.068812 + Penalty 2826.691642 = -668997.377170
  nChanged 11
		SP:Iteration 25Q (12124.500000 sec): 3 clusters
  Score: Raw -671827.035303 + Penalty 2826.691642 = -669000.343661
  nChanged 7
		SP:Iteration 26Q (12124.510000 sec): 3 clusters
  Score: Raw -671827.987639 + Penalty 2826.691642 = -669001.295996
  nChanged 6
		SP:Iteration 27Q (12124.520000 sec): 3 clusters
  Score: Raw -671828.906126 + Penalty 2826.691642 = -669002.214484
  nChanged 2
		SP:Iteration 28Q (12124.530000 sec): 3 clusters
  Score: Raw -671829.388249 + Penalty 2826.691642 = -669002.696606
  nChanged 3
		SP:Iteration 29Q (12124.550000 sec): 3 clusters
  Score: Raw -671829.604605 + Penalty 2826.691642 = -669002.912963
  nChanged 1
		SP:Iteration 30Q (12124.560000 sec): 3 clusters
  Score: Raw -671829.657238 + Penalty 2826.691642 = -669002.965595
  nChanged 0
		SP:Iteration 31F (12124.580000 sec): 3 clusters
  Score: Raw -671829.657238 + Penalty 2826.691642 = -669002.965595
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12124.580000 sec): 2 clusters
  Score: Raw -17274.385693 + Penalty 841.124332 = -16433.261362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12124.580000 sec): 3 clusters
  Score: Raw -17483.285839 + Penalty 1682.248663 = -15801.037176
  nChanged 26
		SP:Iteration 1F (12124.580000 sec): 3 clusters
  Score: Raw -17590.232870 + Penalty 1682.248663 = -15907.984207
  nChanged 6
		SP:Iteration 2Q (12124.580000 sec): 3 clusters
  Score: Raw -17631.246767 + Penalty 1682.248663 = -15948.998104
  nChanged 3
		SP:Iteration 3Q (12124.580000 sec): 3 clusters
  Score: Raw -17639.880226 + Penalty 1682.248663 = -15957.631563
  nChanged 1
		SP:Iteration 4Q (12124.580000 sec): 3 clusters
  Score: Raw -17642.428602 + Penalty 1682.248663 = -15960.179939
  nChanged 0
		SP:Iteration 5F (12124.580000 sec): 3 clusters
  Score: Raw -17642.428602 + Penalty 1682.248663 = -15960.179939
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12124.590000 sec): 2 clusters
  Score: Raw -235318.313803 + Penalty 1252.835490 = -234065.478312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12124.600000 sec): 3 clusters
  Score: Raw -234362.603981 + Penalty 2505.670981 = -231856.933000
  nChanged 811
		SP:Iteration 1F (12124.600000 sec): 3 clusters
  Score: Raw -234883.178319 + Penalty 2505.670981 = -232377.507338
  nChanged 186
		SP:Iteration 2F (12124.610000 sec): 3 clusters
  Score: Raw -235042.657384 + Penalty 2505.670981 = -232536.986403
  nChanged 133
		SP:Iteration 3F (12124.620000 sec): 3 clusters
  Score: Raw -235163.609958 + Penalty 2505.670981 = -232657.938977
  nChanged 113
		SP:Iteration 4F (12124.620000 sec): 3 clusters
  Score: Raw -235248.786770 + Penalty 2505.670981 = -232743.115789
  nChanged 87
		SP:Iteration 5Q (12124.630000 sec): 3 clusters
  Score: Raw -235315.507129 + Penalty 2505.670981 = -232809.836148
  nChanged 73
		SP:Iteration 6Q (12124.630000 sec): 3 clusters
  Score: Raw -235392.324965 + Penalty 2505.670981 = -232886.653984
  nChanged 72
		SP:Iteration 7Q (12124.640000 sec): 3 clusters
  Score: Raw -235449.145644 + Penalty 2505.670981 = -232943.474663
  nChanged 64
		SP:Iteration 8Q (12124.640000 sec): 3 clusters
  Score: Raw -235488.909458 + Penalty 2505.670981 = -232983.238477
  nChanged 41
		SP:Iteration 9Q (12124.650000 sec): 3 clusters
  Score: Raw -235511.313197 + Penalty 2505.670981 = -233005.642216
  nChanged 26
		SP:Iteration 10Q (12124.650000 sec): 3 clusters
  Score: Raw -235535.549053 + Penalty 2505.670981 = -233029.878072
  nChanged 34
		SP:Iteration 11Q (12124.660000 sec): 3 clusters
  Score: Raw -235561.918448 + Penalty 2505.670981 = -233056.247467
  nChanged 36
		SP:Iteration 12Q (12124.660000 sec): 3 clusters
  Score: Raw -235592.569420 + Penalty 2505.670981 = -233086.898439
  nChanged 28
		SP:Iteration 13Q (12124.670000 sec): 3 clusters
  Score: Raw -235616.285042 + Penalty 2505.670981 = -233110.614061
  nChanged 39
		SP:Iteration 14Q (12124.680000 sec): 3 clusters
  Score: Raw -235645.888230 + Penalty 2505.670981 = -233140.217249
  nChanged 37
		SP:Iteration 15Q (12124.680000 sec): 3 clusters
  Score: Raw -235665.359498 + Penalty 2505.670981 = -233159.688517
  nChanged 22
		SP:Iteration 16Q (12124.690000 sec): 3 clusters
  Score: Raw -235682.036883 + Penalty 2505.670981 = -233176.365902
  nChanged 26
		SP:Iteration 17Q (12124.690000 sec): 3 clusters
  Score: Raw -235703.187617 + Penalty 2505.670981 = -233197.516636
  nChanged 33
		SP:Iteration 18Q (12124.700000 sec): 3 clusters
  Score: Raw -235725.242603 + Penalty 2505.670981 = -233219.571622
  nChanged 27
		SP:Iteration 19Q (12124.700000 sec): 3 clusters
  Score: Raw -235741.027594 + Penalty 2505.670981 = -233235.356613
  nChanged 25
		SP:Iteration 20F (12124.710000 sec): 3 clusters
  Score: Raw -235755.417985 + Penalty 2505.670981 = -233249.747004
  nChanged 24
		SP:Iteration 21Q (12124.710000 sec): 3 clusters
  Score: Raw -235770.029694 + Penalty 2505.670981 = -233264.358713
  nChanged 31
		SP:Iteration 22Q (12124.720000 sec): 3 clusters
  Score: Raw -235792.922246 + Penalty 2505.670981 = -233287.251265
  nChanged 27
		SP:Iteration 23Q (12124.720000 sec): 3 clusters
  Score: Raw -235805.966684 + Penalty 2505.670981 = -233300.295703
  nChanged 17
		SP:Iteration 24Q (12124.730000 sec): 3 clusters
  Score: Raw -235814.848391 + Penalty 2505.670981 = -233309.177410
  nChanged 19
		SP:Iteration 25Q (12124.730000 sec): 3 clusters
  Score: Raw -235829.308592 + Penalty 2505.670981 = -233323.637611
  nChanged 15
		SP:Iteration 26Q (12124.740000 sec): 3 clusters
  Score: Raw -235837.336736 + Penalty 2505.670981 = -233331.665755
  nChanged 17
		SP:Iteration 27Q (12124.740000 sec): 3 clusters
  Score: Raw -235845.236427 + Penalty 2505.670981 = -233339.565446
  nChanged 15
		SP:Iteration 28Q (12124.750000 sec): 3 clusters
  Score: Raw -235853.381831 + Penalty 2505.670981 = -233347.710850
  nChanged 13
		SP:Iteration 29Q (12124.760000 sec): 3 clusters
  Score: Raw -235861.579205 + Penalty 2505.670981 = -233355.908224
  nChanged 8
		SP:Iteration 30Q (12124.760000 sec): 3 clusters
  Score: Raw -235866.100292 + Penalty 2505.670981 = -233360.429311
  nChanged 5
		SP:Iteration 31Q (12124.760000 sec): 3 clusters
  Score: Raw -235867.789374 + Penalty 2505.670981 = -233362.118393
  nChanged 3
		SP:Iteration 32Q (12124.770000 sec): 3 clusters
  Score: Raw -235868.998116 + Penalty 2505.670981 = -233363.327135
  nChanged 6
		SP:Iteration 33Q (12124.780000 sec): 3 clusters
  Score: Raw -235871.516164 + Penalty 2505.670981 = -233365.845183
  nChanged 4
		SP:Iteration 34Q (12124.780000 sec): 3 clusters
  Score: Raw -235872.726797 + Penalty 2505.670981 = -233367.055816
  nChanged 2
		SP:Iteration 35Q (12124.780000 sec): 3 clusters
  Score: Raw -235873.131136 + Penalty 2505.670981 = -233367.460155
  nChanged 0
		SP:Iteration 36F (12124.790000 sec): 3 clusters
  Score: Raw -235873.131136 + Penalty 2505.670981 = -233367.460155
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12124.800000 sec): 2 clusters
  Score: Raw -68447.320337 + Penalty 1045.091301 = -67402.229036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12124.800000 sec): 3 clusters
  Score: Raw -68379.080097 + Penalty 2090.182602 = -66288.897496
  nChanged 168
		SP:Iteration 1F (12124.800000 sec): 3 clusters
  Score: Raw -68591.853059 + Penalty 2090.182602 = -66501.670458
  nChanged 49
		SP:Iteration 2F (12124.800000 sec): 3 clusters
  Score: Raw -68673.927423 + Penalty 2090.182602 = -66583.744821
  nChanged 31
		SP:Iteration 3Q (12124.800000 sec): 3 clusters
  Score: Raw -68714.901721 + Penalty 2090.182602 = -66624.719119
  nChanged 14
		SP:Iteration 4Q (12124.800000 sec): 3 clusters
  Score: Raw -68738.396305 + Penalty 2090.182602 = -66648.213703
  nChanged 12
		SP:Iteration 5Q (12124.810000 sec): 3 clusters
  Score: Raw -68752.298498 + Penalty 2090.182602 = -66662.115896
  nChanged 4
		SP:Iteration 6Q (12124.810000 sec): 3 clusters
  Score: Raw -68757.331952 + Penalty 2090.182602 = -66667.149350
  nChanged 2
		SP:Iteration 7Q (12124.810000 sec): 3 clusters
  Score: Raw -68761.753383 + Penalty 2090.182602 = -66671.570781
  nChanged 4
		SP:Iteration 8Q (12124.810000 sec): 3 clusters
  Score: Raw -68767.074742 + Penalty 2090.182602 = -66676.892141
  nChanged 5
		SP:Iteration 9Q (12124.810000 sec): 3 clusters
  Score: Raw -68771.671378 + Penalty 2090.182602 = -66681.488777
  nChanged 3
		SP:Iteration 10Q (12124.810000 sec): 3 clusters
  Score: Raw -68774.786458 + Penalty 2090.182602 = -66684.603856
  nChanged 2
		SP:Iteration 11Q (12124.820000 sec): 3 clusters
  Score: Raw -68776.209578 + Penalty 2090.182602 = -66686.026976
  nChanged 0
		SP:Iteration 12F (12124.820000 sec): 3 clusters
  Score: Raw -68776.209578 + Penalty 2090.182602 = -66686.026976
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (5930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12124.840000 sec): 2 clusters
  Score: Raw -625311.011537 + Penalty 1411.764167 = -623899.247369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12124.850000 sec): 3 clusters
  Score: Raw -622204.750814 + Penalty 2823.528335 = -619381.222479
  nChanged 2463
		SP:Iteration 1F (12124.870000 sec): 3 clusters
  Score: Raw -623687.619159 + Penalty 2823.528335 = -620864.090824
  nChanged 478
		SP:Iteration 2F (12124.880000 sec): 3 clusters
  Score: Raw -624024.376590 + Penalty 2823.528335 = -621200.848255
  nChanged 368
		SP:Iteration 3F (12124.900000 sec): 3 clusters
  Score: Raw -624274.070645 + Penalty 2823.528335 = -621450.542310
  nChanged 328
		SP:Iteration 4F (12124.910000 sec): 3 clusters
  Score: Raw -624546.201834 + Penalty 2823.528335 = -621722.673499
  nChanged 310
		SP:Iteration 5F (12124.930000 sec): 3 clusters
  Score: Raw -624783.362733 + Penalty 2823.528335 = -621959.834398
  nChanged 307
		SP:Iteration 6F (12124.940000 sec): 3 clusters
  Score: Raw -625018.445778 + Penalty 2823.528335 = -622194.917443
  nChanged 287
		SP:Iteration 7Q (12124.960000 sec): 3 clusters
  Score: Raw -625222.304318 + Penalty 2823.528335 = -622398.775983
  nChanged 259
		SP:Iteration 8Q (12124.970000 sec): 3 clusters
  Score: Raw -625395.236493 + Penalty 2823.528335 = -622571.708158
  nChanged 248
		SP:Iteration 9Q (12124.990000 sec): 3 clusters
  Score: Raw -625567.787961 + Penalty 2823.528335 = -622744.259626
  nChanged 185
		SP:Iteration 10Q (12125.000000 sec): 3 clusters
  Score: Raw -625677.345889 + Penalty 2823.528335 = -622853.817554
  nChanged 143
		SP:Iteration 11Q (12125.020000 sec): 3 clusters
  Score: Raw -625760.018581 + Penalty 2823.528335 = -622936.490246
  nChanged 140
		SP:Iteration 12Q (12125.030000 sec): 3 clusters
  Score: Raw -625835.882327 + Penalty 2823.528335 = -623012.353992
  nChanged 112
		SP:Iteration 13Q (12125.040000 sec): 3 clusters
  Score: Raw -625901.167392 + Penalty 2823.528335 = -623077.639057
  nChanged 100
		SP:Iteration 14Q (12125.060000 sec): 3 clusters
  Score: Raw -625951.734556 + Penalty 2823.528335 = -623128.206221
  nChanged 84
		SP:Iteration 15Q (12125.070000 sec): 3 clusters
  Score: Raw -625990.158888 + Penalty 2823.528335 = -623166.630553
  nChanged 69
		SP:Iteration 16Q (12125.090000 sec): 3 clusters
  Score: Raw -626014.994969 + Penalty 2823.528335 = -623191.466635
  nChanged 52
		SP:Iteration 17Q (12125.100000 sec): 3 clusters
  Score: Raw -626034.389339 + Penalty 2823.528335 = -623210.861004
  nChanged 57
		SP:Iteration 18Q (12125.120000 sec): 3 clusters
  Score: Raw -626057.188431 + Penalty 2823.528335 = -623233.660096
  nChanged 54
		SP:Iteration 19Q (12125.130000 sec): 3 clusters
  Score: Raw -626078.258248 + Penalty 2823.528335 = -623254.729913
  nChanged 44
		SP:Iteration 20F (12125.140000 sec): 3 clusters
  Score: Raw -626097.146323 + Penalty 2823.528335 = -623273.617988
  nChanged 37
		SP:Iteration 21Q (12125.160000 sec): 3 clusters
  Score: Raw -626113.961289 + Penalty 2823.528335 = -623290.432954
  nChanged 30
		SP:Iteration 22Q (12125.170000 sec): 3 clusters
  Score: Raw -626127.170123 + Penalty 2823.528335 = -623303.641788
  nChanged 34
		SP:Iteration 23Q (12125.180000 sec): 3 clusters
  Score: Raw -626140.108575 + Penalty 2823.528335 = -623316.580240
  nChanged 21
		SP:Iteration 24Q (12125.200000 sec): 3 clusters
  Score: Raw -626148.117137 + Penalty 2823.528335 = -623324.588802
  nChanged 21
		SP:Iteration 25Q (12125.210000 sec): 3 clusters
  Score: Raw -626155.943972 + Penalty 2823.528335 = -623332.415637
  nChanged 26
		SP:Iteration 26Q (12125.220000 sec): 3 clusters
  Score: Raw -626165.900124 + Penalty 2823.528335 = -623342.371789
  nChanged 19
		SP:Iteration 27Q (12125.240000 sec): 3 clusters
  Score: Raw -626173.059725 + Penalty 2823.528335 = -623349.531390
  nChanged 14
		SP:Iteration 28Q (12125.250000 sec): 3 clusters
  Score: Raw -626177.884611 + Penalty 2823.528335 = -623354.356276
  nChanged 11
		SP:Iteration 29Q (12125.260000 sec): 3 clusters
  Score: Raw -626182.817166 + Penalty 2823.528335 = -623359.288831
  nChanged 11
		SP:Iteration 30Q (12125.280000 sec): 3 clusters
  Score: Raw -626185.216010 + Penalty 2823.528335 = -623361.687675
  nChanged 7
		SP:Iteration 31Q (12125.290000 sec): 3 clusters
  Score: Raw -626187.631307 + Penalty 2823.528335 = -623364.102972
  nChanged 10
		SP:Iteration 32Q (12125.300000 sec): 3 clusters
  Score: Raw -626190.159227 + Penalty 2823.528335 = -623366.630893
  nChanged 11
		SP:Iteration 33Q (12125.320000 sec): 3 clusters
  Score: Raw -626193.033122 + Penalty 2823.528335 = -623369.504787
  nChanged 11
		SP:Iteration 34Q (12125.330000 sec): 3 clusters
  Score: Raw -626197.233216 + Penalty 2823.528335 = -623373.704881
  nChanged 8
		SP:Iteration 35Q (12125.340000 sec): 3 clusters
  Score: Raw -626199.788716 + Penalty 2823.528335 = -623376.260382
  nChanged 12
		SP:Iteration 36Q (12125.360000 sec): 3 clusters
  Score: Raw -626204.236657 + Penalty 2823.528335 = -623380.708322
  nChanged 11
		SP:Iteration 37Q (12125.370000 sec): 3 clusters
  Score: Raw -626207.734838 + Penalty 2823.528335 = -623384.206503
  nChanged 13
		SP:Iteration 38Q (12125.380000 sec): 3 clusters
  Score: Raw -626212.084899 + Penalty 2823.528335 = -623388.556564
  nChanged 5
		SP:Iteration 39Q (12125.400000 sec): 3 clusters
  Score: Raw -626214.380083 + Penalty 2823.528335 = -623390.851748
  nChanged 5
		SP:Iteration 40F (12125.410000 sec): 3 clusters
  Score: Raw -626215.758764 + Penalty 2823.528335 = -623392.230429
  nChanged 5
		SP:Iteration 41Q (12125.420000 sec): 3 clusters
  Score: Raw -626217.215015 + Penalty 2823.528335 = -623393.686680
  nChanged 4
		SP:Iteration 42Q (12125.440000 sec): 3 clusters
  Score: Raw -626218.148945 + Penalty 2823.528335 = -623394.620610
  nChanged 1
		SP:Iteration 43Q (12125.450000 sec): 3 clusters
  Score: Raw -626218.281182 + Penalty 2823.528335 = -623394.752848
  nChanged 0
		SP:Iteration 44F (12125.460000 sec): 3 clusters
  Score: Raw -626218.281182 + Penalty 2823.528335 = -623394.752848
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12125.470000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12125.480000 sec): 3 clusters
  Score: Raw -153170.637910 + Penalty 2347.571096 = -150823.066814
  nChanged 421
		SP:Iteration 1F (12125.480000 sec): 3 clusters
  Score: Raw -153514.100588 + Penalty 2347.571096 = -151166.529492
  nChanged 120
		SP:Iteration 2F (12125.480000 sec): 3 clusters
  Score: Raw -153769.753684 + Penalty 2347.571096 = -151422.182588
  nChanged 106
		SP:Iteration 3F (12125.490000 sec): 3 clusters
  Score: Raw -154041.644826 + Penalty 2347.571096 = -151694.073730
  nChanged 106
		SP:Iteration 4F (12125.490000 sec): 3 clusters
  Score: Raw -154206.205656 + Penalty 2347.571096 = -151858.634560
  nChanged 84
		SP:Iteration 5F (12125.500000 sec): 3 clusters
  Score: Raw -154337.218275 + Penalty 2347.571096 = -151989.647179
  nChanged 70
		SP:Iteration 6F (12125.500000 sec): 3 clusters
  Score: Raw -154418.777137 + Penalty 2347.571096 = -152071.206041
  nChanged 47
		SP:Iteration 7Q (12125.500000 sec): 3 clusters
  Score: Raw -154470.696139 + Penalty 2347.571096 = -152123.125043
  nChanged 33
		SP:Iteration 8Q (12125.500000 sec): 3 clusters
  Score: Raw -154516.323969 + Penalty 2347.571096 = -152168.752873
  nChanged 25
		SP:Iteration 9Q (12125.510000 sec): 3 clusters
  Score: Raw -154554.003106 + Penalty 2347.571096 = -152206.432010
  nChanged 15
		SP:Iteration 10Q (12125.510000 sec): 3 clusters
  Score: Raw -154571.261495 + Penalty 2347.571096 = -152223.690399
  nChanged 12
		SP:Iteration 11Q (12125.510000 sec): 3 clusters
  Score: Raw -154581.504537 + Penalty 2347.571096 = -152233.933441
  nChanged 4
		SP:Iteration 12Q (12125.520000 sec): 3 clusters
  Score: Raw -154584.777046 + Penalty 2347.571096 = -152237.205950
  nChanged 4
		SP:Iteration 13Q (12125.520000 sec): 3 clusters
  Score: Raw -154586.293895 + Penalty 2347.571096 = -152238.722799
  nChanged 2
		SP:Iteration 14Q (12125.520000 sec): 3 clusters
  Score: Raw -154587.407515 + Penalty 2347.571096 = -152239.836419
  nChanged 2
		SP:Iteration 15Q (12125.520000 sec): 3 clusters
  Score: Raw -154589.350364 + Penalty 2347.571096 = -152241.779268
  nChanged 1
		SP:Iteration 16Q (12125.530000 sec): 3 clusters
  Score: Raw -154590.345904 + Penalty 2347.571096 = -152242.774808
  nChanged 0
		SP:Iteration 17F (12125.530000 sec): 3 clusters
  Score: Raw -154590.345904 + Penalty 2347.571096 = -152242.774808
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12125.540000 sec): 2 clusters
  Score: Raw -131438.865589 + Penalty 1165.394234 = -130273.471355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12125.540000 sec): 3 clusters
  Score: Raw -130967.129150 + Penalty 2330.788467 = -128636.340683
  nChanged 425
		SP:Iteration 1F (12125.540000 sec): 3 clusters
  Score: Raw -131402.199077 + Penalty 2330.788467 = -129071.410609
  nChanged 108
		SP:Iteration 2F (12125.550000 sec): 3 clusters
  Score: Raw -131560.118449 + Penalty 2330.788467 = -129229.329981
  nChanged 91
		SP:Iteration 3F (12125.550000 sec): 3 clusters
  Score: Raw -131695.712995 + Penalty 2330.788467 = -129364.924527
  nChanged 57
		SP:Iteration 4Q (12125.560000 sec): 3 clusters
  Score: Raw -131778.834386 + Penalty 2330.788467 = -129448.045919
  nChanged 49
		SP:Iteration 5Q (12125.560000 sec): 3 clusters
  Score: Raw -131848.951896 + Penalty 2330.788467 = -129518.163428
  nChanged 42
		SP:Iteration 6Q (12125.560000 sec): 3 clusters
  Score: Raw -131908.747717 + Penalty 2330.788467 = -129577.959250
  nChanged 33
		SP:Iteration 7Q (12125.560000 sec): 3 clusters
  Score: Raw -131967.550869 + Penalty 2330.788467 = -129636.762402
  nChanged 33
		SP:Iteration 8Q (12125.570000 sec): 3 clusters
  Score: Raw -132023.496317 + Penalty 2330.788467 = -129692.707850
  nChanged 34
		SP:Iteration 9Q (12125.570000 sec): 3 clusters
  Score: Raw -132070.158197 + Penalty 2330.788467 = -129739.369730
  nChanged 30
		SP:Iteration 10Q (12125.570000 sec): 3 clusters
  Score: Raw -132122.005276 + Penalty 2330.788467 = -129791.216808
  nChanged 32
		SP:Iteration 11Q (12125.580000 sec): 3 clusters
  Score: Raw -132178.818525 + Penalty 2330.788467 = -129848.030057
  nChanged 30
		SP:Iteration 12Q (12125.580000 sec): 3 clusters
  Score: Raw -132224.921802 + Penalty 2330.788467 = -129894.133334
  nChanged 23
		SP:Iteration 13Q (12125.580000 sec): 3 clusters
  Score: Raw -132258.656841 + Penalty 2330.788467 = -129927.868373
  nChanged 26
		SP:Iteration 14Q (12125.580000 sec): 3 clusters
  Score: Raw -132288.805472 + Penalty 2330.788467 = -129958.017005
  nChanged 13
		SP:Iteration 15Q (12125.590000 sec): 3 clusters
  Score: Raw -132306.681541 + Penalty 2330.788467 = -129975.893073
  nChanged 17
		SP:Iteration 16Q (12125.590000 sec): 3 clusters
  Score: Raw -132327.014659 + Penalty 2330.788467 = -129996.226192
  nChanged 13
		SP:Iteration 17Q (12125.590000 sec): 3 clusters
  Score: Raw -132347.440537 + Penalty 2330.788467 = -130016.652069
  nChanged 16
		SP:Iteration 18Q (12125.600000 sec): 3 clusters
  Score: Raw -132367.252185 + Penalty 2330.788467 = -130036.463718
  nChanged 11
		SP:Iteration 19Q (12125.600000 sec): 3 clusters
  Score: Raw -132377.132958 + Penalty 2330.788467 = -130046.344491
  nChanged 6
		SP:Iteration 20F (12125.600000 sec): 3 clusters
  Score: Raw -132387.411334 + Penalty 2330.788467 = -130056.622866
  nChanged 6
		SP:Iteration 21Q (12125.600000 sec): 3 clusters
  Score: Raw -132396.014667 + Penalty 2330.788467 = -130065.226200
  nChanged 6
		SP:Iteration 22Q (12125.610000 sec): 3 clusters
  Score: Raw -132401.870923 + Penalty 2330.788467 = -130071.082455
  nChanged 7
		SP:Iteration 23Q (12125.610000 sec): 3 clusters
  Score: Raw -132407.702503 + Penalty 2330.788467 = -130076.914035
  nChanged 7
		SP:Iteration 24Q (12125.610000 sec): 3 clusters
  Score: Raw -132416.954312 + Penalty 2330.788467 = -130086.165844
  nChanged 8
		SP:Iteration 25Q (12125.620000 sec): 3 clusters
  Score: Raw -132430.529729 + Penalty 2330.788467 = -130099.741262
  nChanged 10
		SP:Iteration 26Q (12125.620000 sec): 3 clusters
  Score: Raw -132445.018017 + Penalty 2330.788467 = -130114.229550
  nChanged 13
		SP:Iteration 27Q (12125.620000 sec): 3 clusters
  Score: Raw -132468.307390 + Penalty 2330.788467 = -130137.518922
  nChanged 10
		SP:Iteration 28Q (12125.620000 sec): 3 clusters
  Score: Raw -132478.861679 + Penalty 2330.788467 = -130148.073212
  nChanged 10
		SP:Iteration 29Q (12125.630000 sec): 3 clusters
  Score: Raw -132492.323413 + Penalty 2330.788467 = -130161.534946
  nChanged 9
		SP:Iteration 30Q (12125.630000 sec): 3 clusters
  Score: Raw -132503.427562 + Penalty 2330.788467 = -130172.639094
  nChanged 5
		SP:Iteration 31Q (12125.630000 sec): 3 clusters
  Score: Raw -132507.758249 + Penalty 2330.788467 = -130176.969782
  nChanged 2
		SP:Iteration 32Q (12125.630000 sec): 3 clusters
  Score: Raw -132508.815791 + Penalty 2330.788467 = -130178.027323
  nChanged 3
		SP:Iteration 33Q (12125.640000 sec): 3 clusters
  Score: Raw -132510.930841 + Penalty 2330.788467 = -130180.142374
  nChanged 1
		SP:Iteration 34Q (12125.640000 sec): 3 clusters
  Score: Raw -132511.304238 + Penalty 2330.788467 = -130180.515770
  nChanged 0
		SP:Iteration 35F (12125.640000 sec): 3 clusters
  Score: Raw -132511.304238 + Penalty 2330.788467 = -130180.515770
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (2887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12125.650000 sec): 2 clusters
  Score: Raw -306823.552144 + Penalty 1294.795642 = -305528.756503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12125.660000 sec): 3 clusters
  Score: Raw -305466.558057 + Penalty 2589.591283 = -302876.966774
  nChanged 1063
		SP:Iteration 1F (12125.670000 sec): 3 clusters
  Score: Raw -306134.851348 + Penalty 2589.591283 = -303545.260065
  nChanged 248
		SP:Iteration 2F (12125.680000 sec): 3 clusters
  Score: Raw -306318.499120 + Penalty 2589.591283 = -303728.907837
  nChanged 175
		SP:Iteration 3F (12125.680000 sec): 3 clusters
  Score: Raw -306449.325848 + Penalty 2589.591283 = -303859.734564
  nChanged 132
		SP:Iteration 4Q (12125.690000 sec): 3 clusters
  Score: Raw -306567.443254 + Penalty 2589.591283 = -303977.851971
  nChanged 123
		SP:Iteration 5Q (12125.700000 sec): 3 clusters
  Score: Raw -306692.170929 + Penalty 2589.591283 = -304102.579646
  nChanged 118
		SP:Iteration 6Q (12125.700000 sec): 3 clusters
  Score: Raw -306822.748201 + Penalty 2589.591283 = -304233.156917
  nChanged 122
		SP:Iteration 7Q (12125.710000 sec): 3 clusters
  Score: Raw -306954.639268 + Penalty 2589.591283 = -304365.047984
  nChanged 109
		SP:Iteration 8Q (12125.720000 sec): 3 clusters
  Score: Raw -307029.473215 + Penalty 2589.591283 = -304439.881931
  nChanged 107
		SP:Iteration 9Q (12125.720000 sec): 3 clusters
  Score: Raw -307108.183765 + Penalty 2589.591283 = -304518.592481
  nChanged 85
		SP:Iteration 10Q (12125.730000 sec): 3 clusters
  Score: Raw -307166.102018 + Penalty 2589.591283 = -304576.510735
  nChanged 67
		SP:Iteration 11Q (12125.740000 sec): 3 clusters
  Score: Raw -307202.951052 + Penalty 2589.591283 = -304613.359769
  nChanged 56
		SP:Iteration 12Q (12125.750000 sec): 3 clusters
  Score: Raw -307236.475413 + Penalty 2589.591283 = -304646.884130
  nChanged 48
		SP:Iteration 13Q (12125.750000 sec): 3 clusters
  Score: Raw -307264.414191 + Penalty 2589.591283 = -304674.822908
  nChanged 45
		SP:Iteration 14Q (12125.760000 sec): 3 clusters
  Score: Raw -307291.368907 + Penalty 2589.591283 = -304701.777624
  nChanged 41
		SP:Iteration 15Q (12125.770000 sec): 3 clusters
  Score: Raw -307331.194154 + Penalty 2589.591283 = -304741.602871
  nChanged 45
		SP:Iteration 16Q (12125.780000 sec): 3 clusters
  Score: Raw -307371.047847 + Penalty 2589.591283 = -304781.456563
  nChanged 43
		SP:Iteration 17Q (12125.780000 sec): 3 clusters
  Score: Raw -307406.263039 + Penalty 2589.591283 = -304816.671756
  nChanged 35
		SP:Iteration 18Q (12125.790000 sec): 3 clusters
  Score: Raw -307435.629517 + Penalty 2589.591283 = -304846.038233
  nChanged 28
		SP:Iteration 19Q (12125.800000 sec): 3 clusters
  Score: Raw -307456.324614 + Penalty 2589.591283 = -304866.733331
  nChanged 34
		SP:Iteration 20F (12125.800000 sec): 3 clusters
  Score: Raw -307486.480934 + Penalty 2589.591283 = -304896.889650
  nChanged 37
		SP:Iteration 21Q (12125.810000 sec): 3 clusters
  Score: Raw -307512.023822 + Penalty 2589.591283 = -304922.432538
  nChanged 24
		SP:Iteration 22Q (12125.820000 sec): 3 clusters
  Score: Raw -307525.263246 + Penalty 2589.591283 = -304935.671962
  nChanged 12
		SP:Iteration 23Q (12125.820000 sec): 3 clusters
  Score: Raw -307535.312212 + Penalty 2589.591283 = -304945.720929
  nChanged 12
		SP:Iteration 24Q (12125.830000 sec): 3 clusters
  Score: Raw -307541.937983 + Penalty 2589.591283 = -304952.346699
  nChanged 11
		SP:Iteration 25Q (12125.830000 sec): 3 clusters
  Score: Raw -307545.666846 + Penalty 2589.591283 = -304956.075563
  nChanged 9
		SP:Iteration 26Q (12125.840000 sec): 3 clusters
  Score: Raw -307549.571137 + Penalty 2589.591283 = -304959.979853
  nChanged 4
		SP:Iteration 27Q (12125.850000 sec): 3 clusters
  Score: Raw -307551.214190 + Penalty 2589.591283 = -304961.622907
  nChanged 3
		SP:Iteration 28Q (12125.850000 sec): 3 clusters
  Score: Raw -307552.359226 + Penalty 2589.591283 = -304962.767943
  nChanged 2
		SP:Iteration 29Q (12125.860000 sec): 3 clusters
  Score: Raw -307552.746771 + Penalty 2589.591283 = -304963.155487
  nChanged 1
		SP:Iteration 30Q (12125.860000 sec): 3 clusters
  Score: Raw -307553.066286 + Penalty 2589.591283 = -304963.475003
  nChanged 1
		SP:Iteration 31Q (12125.870000 sec): 3 clusters
  Score: Raw -307553.495590 + Penalty 2589.591283 = -304963.904307
  nChanged 1
		SP:Iteration 32Q (12125.880000 sec): 3 clusters
  Score: Raw -307553.880263 + Penalty 2589.591283 = -304964.288980
  nChanged 0
		SP:Iteration 33F (12125.880000 sec): 3 clusters
  Score: Raw -307553.880263 + Penalty 2589.591283 = -304964.288980
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12126.130000 sec): 2 clusters
  Score: Raw -8751731.040716 + Penalty 1822.790271 = -8749908.250445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12126.330000 sec): 3 clusters
  Score: Raw -8704013.584038 + Penalty 3645.580542 = -8700368.003497
  nChanged 35220
		SP:Iteration 1F (12126.540000 sec): 3 clusters
  Score: Raw -8724757.076937 + Penalty 3645.580542 = -8721111.496396
  nChanged 3342
		SP:Iteration 2Q (12126.740000 sec): 3 clusters
  Score: Raw -8725983.925422 + Penalty 3645.580542 = -8722338.344880
  nChanged 3746
		SP:Iteration 3F (12126.950000 sec): 3 clusters
  Score: Raw -8727639.527399 + Penalty 3645.580542 = -8723993.946858
  nChanged 4180
		SP:Iteration 4F (12127.150000 sec): 3 clusters
  Score: Raw -8729689.564370 + Penalty 3645.580542 = -8726043.983828
  nChanged 4453
		SP:Iteration 5F (12127.350000 sec): 3 clusters
  Score: Raw -8731891.234551 + Penalty 3645.580542 = -8728245.654010
  nChanged 4254
		SP:Iteration 6F (12127.550000 sec): 3 clusters
  Score: Raw -8733819.170710 + Penalty 3645.580542 = -8730173.590168
  nChanged 3687
		SP:Iteration 7Q (12127.760000 sec): 3 clusters
  Score: Raw -8735273.995168 + Penalty 3645.580542 = -8731628.414626
  nChanged 3024
		SP:Iteration 8Q (12127.960000 sec): 3 clusters
  Score: Raw -8736202.785615 + Penalty 3645.580542 = -8732557.205073
  nChanged 2224
		SP:Iteration 9Q (12128.160000 sec): 3 clusters
  Score: Raw -8736723.889905 + Penalty 3645.580542 = -8733078.309363
  nChanged 1683
		SP:Iteration 10Q (12128.370000 sec): 3 clusters
  Score: Raw -8737034.029836 + Penalty 3645.580542 = -8733388.449295
  nChanged 1284
		SP:Iteration 11Q (12128.570000 sec): 3 clusters
  Score: Raw -8737225.109716 + Penalty 3645.580542 = -8733579.529175
  nChanged 987
		SP:Iteration 12Q (12128.780000 sec): 3 clusters
  Score: Raw -8737373.371190 + Penalty 3645.580542 = -8733727.790648
  nChanged 934
		SP:Iteration 13Q (12128.980000 sec): 3 clusters
  Score: Raw -8737524.153238 + Penalty 3645.580542 = -8733878.572697
  nChanged 900
		SP:Iteration 14Q (12129.180000 sec): 3 clusters
  Score: Raw -8737681.201527 + Penalty 3645.580542 = -8734035.620985
  nChanged 936
		SP:Iteration 15Q (12129.380000 sec): 3 clusters
  Score: Raw -8737878.506952 + Penalty 3645.580542 = -8734232.926410
  nChanged 1053
		SP:Iteration 16Q (12129.590000 sec): 3 clusters
  Score: Raw -8738127.342556 + Penalty 3645.580542 = -8734481.762014
  nChanged 1219
		SP:Iteration 17Q (12129.790000 sec): 3 clusters
  Score: Raw -8738452.854422 + Penalty 3645.580542 = -8734807.273880
  nChanged 1340
		SP:Iteration 18Q (12130.000000 sec): 3 clusters
  Score: Raw -8738872.018052 + Penalty 3645.580542 = -8735226.437510
  nChanged 1573
		SP:Iteration 19Q (12130.200000 sec): 3 clusters
  Score: Raw -8739405.855035 + Penalty 3645.580542 = -8735760.274493
  nChanged 1646
		SP:Iteration 20F (12130.400000 sec): 3 clusters
  Score: Raw -8739986.517021 + Penalty 3645.580542 = -8736340.936480
  nChanged 1732
		SP:Iteration 21Q (12130.600000 sec): 3 clusters
  Score: Raw -8740609.160556 + Penalty 3645.580542 = -8736963.580014
  nChanged 1741
		SP:Iteration 22Q (12130.800000 sec): 3 clusters
  Score: Raw -8741224.250738 + Penalty 3645.580542 = -8737578.670196
  nChanged 1709
		SP:Iteration 23Q (12131.000000 sec): 3 clusters
  Score: Raw -8741808.629537 + Penalty 3645.580542 = -8738163.048996
  nChanged 1635
		SP:Iteration 24Q (12131.190000 sec): 3 clusters
  Score: Raw -8742344.076342 + Penalty 3645.580542 = -8738698.495800
  nChanged 1542
		SP:Iteration 25Q (12131.380000 sec): 3 clusters
  Score: Raw -8742826.642105 + Penalty 3645.580542 = -8739181.061563
  nChanged 1521
		SP:Iteration 26Q (12131.570000 sec): 3 clusters
  Score: Raw -8743291.549281 + Penalty 3645.580542 = -8739645.968740
  nChanged 1507
		SP:Iteration 27Q (12131.760000 sec): 3 clusters
  Score: Raw -8743757.938706 + Penalty 3645.580542 = -8740112.358165
  nChanged 1588
		SP:Iteration 28Q (12131.950000 sec): 3 clusters
  Score: Raw -8744272.812469 + Penalty 3645.580542 = -8740627.231927
  nChanged 1624
		SP:Iteration 29Q (12132.130000 sec): 3 clusters
  Score: Raw -8744846.297464 + Penalty 3645.580542 = -8741200.716923
  nChanged 1665
		SP:Iteration 30Q (12132.310000 sec): 3 clusters
  Score: Raw -8745475.931650 + Penalty 3645.580542 = -8741830.351108
  nChanged 1721
		SP:Iteration 31Q (12132.500000 sec): 3 clusters
  Score: Raw -8746159.888708 + Penalty 3645.580542 = -8742514.308167
  nChanged 1787
		SP:Iteration 32Q (12132.670000 sec): 3 clusters
  Score: Raw -8746920.980207 + Penalty 3645.580542 = -8743275.399665
  nChanged 1751
		SP:Iteration 33Q (12132.850000 sec): 3 clusters
  Score: Raw -8747680.948779 + Penalty 3645.580542 = -8744035.368237
  nChanged 1645
		SP:Iteration 34Q (12133.020000 sec): 3 clusters
  Score: Raw -8748380.807623 + Penalty 3645.580542 = -8744735.227081
  nChanged 1512
		SP:Iteration 35Q (12133.190000 sec): 3 clusters
  Score: Raw -8749035.175085 + Penalty 3645.580542 = -8745389.594544
  nChanged 1357
		SP:Iteration 36Q (12133.360000 sec): 3 clusters
  Score: Raw -8749627.936278 + Penalty 3645.580542 = -8745982.355736
  nChanged 1169
		SP:Iteration 37Q (12133.520000 sec): 3 clusters
  Score: Raw -8750144.598948 + Penalty 3645.580542 = -8746499.018406
  nChanged 942
		SP:Iteration 38Q (12133.690000 sec): 3 clusters
  Score: Raw -8750544.842550 + Penalty 3645.580542 = -8746899.262008
  nChanged 805
		SP:Iteration 39Q (12133.840000 sec): 3 clusters
  Score: Raw -8750907.074165 + Penalty 3645.580542 = -8747261.493623
  nChanged 637
		SP:Iteration 40F (12134.040000 sec): 3 clusters
  Score: Raw -8751186.273221 + Penalty 3645.580542 = -8747540.692680
  nChanged 467
		SP:Iteration 41Q (12134.200000 sec): 3 clusters
  Score: Raw -8751384.793784 + Penalty 3645.580542 = -8747739.213243
  nChanged 373
		SP:Iteration 42Q (12134.350000 sec): 3 clusters
  Score: Raw -8751539.785690 + Penalty 3645.580542 = -8747894.205148
  nChanged 308
		SP:Iteration 43Q (12134.500000 sec): 3 clusters
  Score: Raw -8751665.256695 + Penalty 3645.580542 = -8748019.676154
  nChanged 231
		SP:Iteration 44Q (12134.650000 sec): 3 clusters
  Score: Raw -8751757.158153 + Penalty 3645.580542 = -8748111.577611
  nChanged 151
		SP:Iteration 45Q (12134.800000 sec): 3 clusters
  Score: Raw -8751819.050260 + Penalty 3645.580542 = -8748173.469718
  nChanged 133
		SP:Iteration 46Q (12134.940000 sec): 3 clusters
  Score: Raw -8751869.080677 + Penalty 3645.580542 = -8748223.500135
  nChanged 100
		SP:Iteration 47Q (12135.090000 sec): 3 clusters
  Score: Raw -8751910.431946 + Penalty 3645.580542 = -8748264.851405
  nChanged 86
		SP:Iteration 48Q (12135.240000 sec): 3 clusters
  Score: Raw -8751937.459285 + Penalty 3645.580542 = -8748291.878743
  nChanged 68
		SP:Iteration 49Q (12135.380000 sec): 3 clusters
  Score: Raw -8751962.059158 + Penalty 3645.580542 = -8748316.478617
  nChanged 57
		SP:Iteration 50Q (12135.530000 sec): 3 clusters
  Score: Raw -8751983.298499 + Penalty 3645.580542 = -8748337.717957
  nChanged 46
		SP:Iteration 51Q (12135.670000 sec): 3 clusters
  Score: Raw -8752000.033383 + Penalty 3645.580542 = -8748354.452841
  nChanged 52
		SP:Iteration 52Q (12135.820000 sec): 3 clusters
  Score: Raw -8752020.895162 + Penalty 3645.580542 = -8748375.314620
  nChanged 46
		SP:Iteration 53Q (12135.960000 sec): 3 clusters
  Score: Raw -8752038.068426 + Penalty 3645.580542 = -8748392.487885
  nChanged 42
		SP:Iteration 54Q (12136.110000 sec): 3 clusters
  Score: Raw -8752052.367040 + Penalty 3645.580542 = -8748406.786499
  nChanged 24
		SP:Iteration 55Q (12136.250000 sec): 3 clusters
  Score: Raw -8752063.440118 + Penalty 3645.580542 = -8748417.859576
  nChanged 18
		SP:Iteration 56Q (12136.400000 sec): 3 clusters
  Score: Raw -8752068.209782 + Penalty 3645.580542 = -8748422.629240
  nChanged 14
		SP:Iteration 57Q (12136.540000 sec): 3 clusters
  Score: Raw -8752074.295220 + Penalty 3645.580542 = -8748428.714679
  nChanged 13
		SP:Iteration 58Q (12136.680000 sec): 3 clusters
  Score: Raw -8752079.755653 + Penalty 3645.580542 = -8748434.175111
  nChanged 8
		SP:Iteration 59Q (12136.830000 sec): 3 clusters
  Score: Raw -8752082.445822 + Penalty 3645.580542 = -8748436.865280
  nChanged 9
		SP:Iteration 60F (12137.030000 sec): 3 clusters
  Score: Raw -8752084.654392 + Penalty 3645.580542 = -8748439.073850
  nChanged 9
		SP:Iteration 61Q (12137.170000 sec): 3 clusters
  Score: Raw -8752088.962848 + Penalty 3645.580542 = -8748443.382306
  nChanged 8
		SP:Iteration 62Q (12137.320000 sec): 3 clusters
  Score: Raw -8752091.631142 + Penalty 3645.580542 = -8748446.050601
  nChanged 7
		SP:Iteration 63Q (12137.460000 sec): 3 clusters
  Score: Raw -8752094.430271 + Penalty 3645.580542 = -8748448.849729
  nChanged 10
		SP:Iteration 64Q (12137.600000 sec): 3 clusters
  Score: Raw -8752098.291991 + Penalty 3645.580542 = -8748452.711449
  nChanged 8
		SP:Iteration 65Q (12137.740000 sec): 3 clusters
  Score: Raw -8752100.482159 + Penalty 3645.580542 = -8748454.901617
  nChanged 7
		SP:Iteration 66Q (12137.890000 sec): 3 clusters
  Score: Raw -8752103.101051 + Penalty 3645.580542 = -8748457.520510
  nChanged 10
		SP:Iteration 67Q (12138.030000 sec): 3 clusters
  Score: Raw -8752106.194629 + Penalty 3645.580542 = -8748460.614087
  nChanged 5
		SP:Iteration 68Q (12138.180000 sec): 3 clusters
  Score: Raw -8752108.103464 + Penalty 3645.580542 = -8748462.522922
  nChanged 6
		SP:Iteration 69Q (12138.320000 sec): 3 clusters
  Score: Raw -8752109.740958 + Penalty 3645.580542 = -8748464.160417
  nChanged 5
		SP:Iteration 70Q (12138.460000 sec): 3 clusters
  Score: Raw -8752111.781452 + Penalty 3645.580542 = -8748466.200910
  nChanged 8
		SP:Iteration 71Q (12138.600000 sec): 3 clusters
  Score: Raw -8752114.585359 + Penalty 3645.580542 = -8748469.004818
  nChanged 5
		SP:Iteration 72Q (12138.740000 sec): 3 clusters
  Score: Raw -8752116.882123 + Penalty 3645.580542 = -8748471.301581
  nChanged 6
		SP:Iteration 73Q (12138.890000 sec): 3 clusters
  Score: Raw -8752119.096679 + Penalty 3645.580542 = -8748473.516137
  nChanged 5
		SP:Iteration 74Q (12139.030000 sec): 3 clusters
  Score: Raw -8752120.550758 + Penalty 3645.580542 = -8748474.970216
  nChanged 4
		SP:Iteration 75Q (12139.170000 sec): 3 clusters
  Score: Raw -8752121.910609 + Penalty 3645.580542 = -8748476.330067
  nChanged 1
		SP:Iteration 76Q (12139.310000 sec): 3 clusters
  Score: Raw -8752122.228521 + Penalty 3645.580542 = -8748476.647979
  nChanged 1
		SP:Iteration 77Q (12139.460000 sec): 3 clusters
  Score: Raw -8752123.215594 + Penalty 3645.580542 = -8748477.635053
  nChanged 4
		SP:Iteration 78Q (12139.600000 sec): 3 clusters
  Score: Raw -8752125.241348 + Penalty 3645.580542 = -8748479.660807
  nChanged 2
		SP:Iteration 79Q (12139.740000 sec): 3 clusters
  Score: Raw -8752125.973833 + Penalty 3645.580542 = -8748480.393291
  nChanged 3
		SP:Iteration 80F (12139.940000 sec): 3 clusters
  Score: Raw -8752127.299372 + Penalty 3645.580542 = -8748481.718831
  nChanged 3
		SP:Iteration 81Q (12140.080000 sec): 3 clusters
  Score: Raw -8752128.124752 + Penalty 3645.580542 = -8748482.544211
  nChanged 1
		SP:Iteration 82Q (12140.220000 sec): 3 clusters
  Score: Raw -8752128.273439 + Penalty 3645.580542 = -8748482.692898
  nChanged 1
		SP:Iteration 83Q (12140.370000 sec): 3 clusters
  Score: Raw -8752128.415241 + Penalty 3645.580542 = -8748482.834699
  nChanged 0
		SP:Iteration 84F (12140.560000 sec): 3 clusters
  Score: Raw -8752128.415241 + Penalty 3645.580542 = -8748482.834699
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12140.680000 sec): 2 clusters
  Score: Raw -3649959.249076 + Penalty 1679.592128 = -3648279.656948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12140.760000 sec): 3 clusters
  Score: Raw -3630803.583186 + Penalty 3359.184255 = -3627444.398931
  nChanged 14265
		SP:Iteration 1F (12140.840000 sec): 3 clusters
  Score: Raw -3638683.129038 + Penalty 3359.184255 = -3635323.944783
  nChanged 1253
		SP:Iteration 2Q (12140.930000 sec): 3 clusters
  Score: Raw -3639068.405457 + Penalty 3359.184255 = -3635709.221202
  nChanged 1225
		SP:Iteration 3Q (12141.020000 sec): 3 clusters
  Score: Raw -3639434.937156 + Penalty 3359.184255 = -3636075.752900
  nChanged 1247
		SP:Iteration 4Q (12141.100000 sec): 3 clusters
  Score: Raw -3639882.897244 + Penalty 3359.184255 = -3636523.712988
  nChanged 1402
		SP:Iteration 5Q (12141.180000 sec): 3 clusters
  Score: Raw -3640494.993279 + Penalty 3359.184255 = -3637135.809024
  nChanged 1565
		SP:Iteration 6F (12141.270000 sec): 3 clusters
  Score: Raw -3641300.762905 + Penalty 3359.184255 = -3637941.578650
  nChanged 1674
		SP:Iteration 7F (12141.350000 sec): 3 clusters
  Score: Raw -3642343.184849 + Penalty 3359.184255 = -3638984.000593
  nChanged 1855
		SP:Iteration 8F (12141.440000 sec): 3 clusters
  Score: Raw -3643685.645184 + Penalty 3359.184255 = -3640326.460928
  nChanged 1750
		SP:Iteration 9F (12141.520000 sec): 3 clusters
  Score: Raw -3644957.097388 + Penalty 3359.184255 = -3641597.913133
  nChanged 1412
		SP:Iteration 10Q (12141.600000 sec): 3 clusters
  Score: Raw -3645881.636353 + Penalty 3359.184255 = -3642522.452098
  nChanged 1067
		SP:Iteration 11Q (12141.690000 sec): 3 clusters
  Score: Raw -3646429.742778 + Penalty 3359.184255 = -3643070.558522
  nChanged 790
		SP:Iteration 12Q (12141.770000 sec): 3 clusters
  Score: Raw -3646787.237179 + Penalty 3359.184255 = -3643428.052924
  nChanged 643
		SP:Iteration 13Q (12141.850000 sec): 3 clusters
  Score: Raw -3647073.486954 + Penalty 3359.184255 = -3643714.302699
  nChanged 582
		SP:Iteration 14Q (12141.930000 sec): 3 clusters
  Score: Raw -3647311.602936 + Penalty 3359.184255 = -3643952.418681
  nChanged 520
		SP:Iteration 15Q (12142.010000 sec): 3 clusters
  Score: Raw -3647505.625062 + Penalty 3359.184255 = -3644146.440807
  nChanged 496
		SP:Iteration 16Q (12142.080000 sec): 3 clusters
  Score: Raw -3647689.239045 + Penalty 3359.184255 = -3644330.054790
  nChanged 491
		SP:Iteration 17Q (12142.160000 sec): 3 clusters
  Score: Raw -3647877.337620 + Penalty 3359.184255 = -3644518.153365
  nChanged 467
		SP:Iteration 18Q (12142.240000 sec): 3 clusters
  Score: Raw -3648058.738384 + Penalty 3359.184255 = -3644699.554129
  nChanged 425
		SP:Iteration 19Q (12142.310000 sec): 3 clusters
  Score: Raw -3648211.773297 + Penalty 3359.184255 = -3644852.589042
  nChanged 417
		SP:Iteration 20F (12142.400000 sec): 3 clusters
  Score: Raw -3648364.588678 + Penalty 3359.184255 = -3645005.404423
  nChanged 403
		SP:Iteration 21Q (12142.470000 sec): 3 clusters
  Score: Raw -3648503.176925 + Penalty 3359.184255 = -3645143.992670
  nChanged 347
		SP:Iteration 22Q (12142.540000 sec): 3 clusters
  Score: Raw -3648612.116922 + Penalty 3359.184255 = -3645252.932666
  nChanged 321
		SP:Iteration 23Q (12142.610000 sec): 3 clusters
  Score: Raw -3648714.176190 + Penalty 3359.184255 = -3645354.991935
  nChanged 328
		SP:Iteration 24Q (12142.680000 sec): 3 clusters
  Score: Raw -3648821.922656 + Penalty 3359.184255 = -3645462.738400
  nChanged 295
		SP:Iteration 25Q (12142.760000 sec): 3 clusters
  Score: Raw -3648918.742154 + Penalty 3359.184255 = -3645559.557899
  nChanged 280
		SP:Iteration 26Q (12142.820000 sec): 3 clusters
  Score: Raw -3649009.725104 + Penalty 3359.184255 = -3645650.540849
  nChanged 255
		SP:Iteration 27Q (12142.900000 sec): 3 clusters
  Score: Raw -3649095.948248 + Penalty 3359.184255 = -3645736.763992
  nChanged 261
		SP:Iteration 28Q (12142.960000 sec): 3 clusters
  Score: Raw -3649184.639960 + Penalty 3359.184255 = -3645825.455705
  nChanged 243
		SP:Iteration 29Q (12143.030000 sec): 3 clusters
  Score: Raw -3649270.901729 + Penalty 3359.184255 = -3645911.717473
  nChanged 227
		SP:Iteration 30Q (12143.100000 sec): 3 clusters
  Score: Raw -3649351.361462 + Penalty 3359.184255 = -3645992.177207
  nChanged 214
		SP:Iteration 31Q (12143.170000 sec): 3 clusters
  Score: Raw -3649426.267446 + Penalty 3359.184255 = -3646067.083191
  nChanged 184
		SP:Iteration 32Q (12143.240000 sec): 3 clusters
  Score: Raw -3649487.360076 + Penalty 3359.184255 = -3646128.175821
  nChanged 169
		SP:Iteration 33Q (12143.300000 sec): 3 clusters
  Score: Raw -3649548.595436 + Penalty 3359.184255 = -3646189.411181
  nChanged 162
		SP:Iteration 34Q (12143.370000 sec): 3 clusters
  Score: Raw -3649599.595689 + Penalty 3359.184255 = -3646240.411434
  nChanged 154
		SP:Iteration 35Q (12143.440000 sec): 3 clusters
  Score: Raw -3649649.006832 + Penalty 3359.184255 = -3646289.822577
  nChanged 140
		SP:Iteration 36Q (12143.500000 sec): 3 clusters
  Score: Raw -3649696.657567 + Penalty 3359.184255 = -3646337.473312
  nChanged 117
		SP:Iteration 37Q (12143.560000 sec): 3 clusters
  Score: Raw -3649735.954457 + Penalty 3359.184255 = -3646376.770202
  nChanged 109
		SP:Iteration 38Q (12143.630000 sec): 3 clusters
  Score: Raw -3649773.034191 + Penalty 3359.184255 = -3646413.849936
  nChanged 94
		SP:Iteration 39Q (12143.690000 sec): 3 clusters
  Score: Raw -3649807.354201 + Penalty 3359.184255 = -3646448.169946
  nChanged 91
		SP:Iteration 40F (12143.770000 sec): 3 clusters
  Score: Raw -3649843.999319 + Penalty 3359.184255 = -3646484.815063
  nChanged 87
		SP:Iteration 41Q (12143.840000 sec): 3 clusters
  Score: Raw -3649877.418177 + Penalty 3359.184255 = -3646518.233922
  nChanged 69
		SP:Iteration 42Q (12143.900000 sec): 3 clusters
  Score: Raw -3649907.217565 + Penalty 3359.184255 = -3646548.033310
  nChanged 79
		SP:Iteration 43Q (12143.960000 sec): 3 clusters
  Score: Raw -3649935.800678 + Penalty 3359.184255 = -3646576.616423
  nChanged 73
		SP:Iteration 44Q (12144.020000 sec): 3 clusters
  Score: Raw -3649964.506470 + Penalty 3359.184255 = -3646605.322215
  nChanged 70
		SP:Iteration 45Q (12144.090000 sec): 3 clusters
  Score: Raw -3649995.694502 + Penalty 3359.184255 = -3646636.510246
  nChanged 68
		SP:Iteration 46Q (12144.150000 sec): 3 clusters
  Score: Raw -3650020.440206 + Penalty 3359.184255 = -3646661.255951
  nChanged 51
		SP:Iteration 47Q (12144.210000 sec): 3 clusters
  Score: Raw -3650041.621020 + Penalty 3359.184255 = -3646682.436765
  nChanged 47
		SP:Iteration 48Q (12144.270000 sec): 3 clusters
  Score: Raw -3650059.354371 + Penalty 3359.184255 = -3646700.170116
  nChanged 34
		SP:Iteration 49Q (12144.330000 sec): 3 clusters
  Score: Raw -3650069.928929 + Penalty 3359.184255 = -3646710.744673
  nChanged 22
		SP:Iteration 50Q (12144.390000 sec): 3 clusters
  Score: Raw -3650077.460250 + Penalty 3359.184255 = -3646718.275995
  nChanged 28
		SP:Iteration 51Q (12144.460000 sec): 3 clusters
  Score: Raw -3650087.786067 + Penalty 3359.184255 = -3646728.601812
  nChanged 23
		SP:Iteration 52Q (12144.520000 sec): 3 clusters
  Score: Raw -3650098.570454 + Penalty 3359.184255 = -3646739.386199
  nChanged 26
		SP:Iteration 53Q (12144.580000 sec): 3 clusters
  Score: Raw -3650108.762810 + Penalty 3359.184255 = -3646749.578555
  nChanged 26
		SP:Iteration 54Q (12144.640000 sec): 3 clusters
  Score: Raw -3650120.388126 + Penalty 3359.184255 = -3646761.203871
  nChanged 25
		SP:Iteration 55Q (12144.700000 sec): 3 clusters
  Score: Raw -3650130.369564 + Penalty 3359.184255 = -3646771.185309
  nChanged 20
		SP:Iteration 56Q (12144.760000 sec): 3 clusters
  Score: Raw -3650137.132565 + Penalty 3359.184255 = -3646777.948310
  nChanged 21
		SP:Iteration 57Q (12144.820000 sec): 3 clusters
  Score: Raw -3650144.750043 + Penalty 3359.184255 = -3646785.565788
  nChanged 12
		SP:Iteration 58Q (12144.880000 sec): 3 clusters
  Score: Raw -3650148.561211 + Penalty 3359.184255 = -3646789.376955
  nChanged 11
		SP:Iteration 59Q (12144.930000 sec): 3 clusters
  Score: Raw -3650153.437011 + Penalty 3359.184255 = -3646794.252756
  nChanged 19
		SP:Iteration 60F (12145.010000 sec): 3 clusters
  Score: Raw -3650160.103402 + Penalty 3359.184255 = -3646800.919146
  nChanged 14
		SP:Iteration 61Q (12145.070000 sec): 3 clusters
  Score: Raw -3650165.474930 + Penalty 3359.184255 = -3646806.290675
  nChanged 12
		SP:Iteration 62Q (12145.130000 sec): 3 clusters
  Score: Raw -3650168.973051 + Penalty 3359.184255 = -3646809.788795
  nChanged 10
		SP:Iteration 63Q (12145.190000 sec): 3 clusters
  Score: Raw -3650172.096312 + Penalty 3359.184255 = -3646812.912057
  nChanged 11
		SP:Iteration 64Q (12145.250000 sec): 3 clusters
  Score: Raw -3650176.514399 + Penalty 3359.184255 = -3646817.330144
  nChanged 11
		SP:Iteration 65Q (12145.310000 sec): 3 clusters
  Score: Raw -3650180.982612 + Penalty 3359.184255 = -3646821.798356
  nChanged 12
		SP:Iteration 66Q (12145.370000 sec): 3 clusters
  Score: Raw -3650186.003144 + Penalty 3359.184255 = -3646826.818889
  nChanged 11
		SP:Iteration 67Q (12145.420000 sec): 3 clusters
  Score: Raw -3650189.199878 + Penalty 3359.184255 = -3646830.015623
  nChanged 7
		SP:Iteration 68Q (12145.480000 sec): 3 clusters
  Score: Raw -3650191.907210 + Penalty 3359.184255 = -3646832.722955
  nChanged 10
		SP:Iteration 69Q (12145.540000 sec): 3 clusters
  Score: Raw -3650194.997473 + Penalty 3359.184255 = -3646835.813218
  nChanged 5
		SP:Iteration 70Q (12145.600000 sec): 3 clusters
  Score: Raw -3650196.556447 + Penalty 3359.184255 = -3646837.372191
  nChanged 9
		SP:Iteration 71Q (12145.660000 sec): 3 clusters
  Score: Raw -3650199.425309 + Penalty 3359.184255 = -3646840.241054
  nChanged 9
		SP:Iteration 72Q (12145.710000 sec): 3 clusters
  Score: Raw -3650202.491927 + Penalty 3359.184255 = -3646843.307672
  nChanged 10
		SP:Iteration 73Q (12145.770000 sec): 3 clusters
  Score: Raw -3650207.639361 + Penalty 3359.184255 = -3646848.455105
  nChanged 12
		SP:Iteration 74Q (12145.830000 sec): 3 clusters
  Score: Raw -3650212.440978 + Penalty 3359.184255 = -3646853.256723
  nChanged 8
		SP:Iteration 75Q (12145.890000 sec): 3 clusters
  Score: Raw -3650215.019593 + Penalty 3359.184255 = -3646855.835338
  nChanged 4
		SP:Iteration 76Q (12145.940000 sec): 3 clusters
  Score: Raw -3650216.163585 + Penalty 3359.184255 = -3646856.979330
  nChanged 3
		SP:Iteration 77Q (12146.000000 sec): 3 clusters
  Score: Raw -3650217.779813 + Penalty 3359.184255 = -3646858.595558
  nChanged 3
		SP:Iteration 78Q (12146.060000 sec): 3 clusters
  Score: Raw -3650219.667786 + Penalty 3359.184255 = -3646860.483531
  nChanged 9
		SP:Iteration 79Q (12146.110000 sec): 3 clusters
  Score: Raw -3650222.648934 + Penalty 3359.184255 = -3646863.464679
  nChanged 7
		SP:Iteration 80F (12146.190000 sec): 3 clusters
  Score: Raw -3650224.045753 + Penalty 3359.184255 = -3646864.861498
  nChanged 3
		SP:Iteration 81Q (12146.250000 sec): 3 clusters
  Score: Raw -3650225.225208 + Penalty 3359.184255 = -3646866.040953
  nChanged 4
		SP:Iteration 82Q (12146.310000 sec): 3 clusters
  Score: Raw -3650226.990192 + Penalty 3359.184255 = -3646867.805937
  nChanged 3
		SP:Iteration 83Q (12146.370000 sec): 3 clusters
  Score: Raw -3650228.254940 + Penalty 3359.184255 = -3646869.070684
  nChanged 4
		SP:Iteration 84Q (12146.420000 sec): 3 clusters
  Score: Raw -3650229.653744 + Penalty 3359.184255 = -3646870.469489
  nChanged 2
		SP:Iteration 85Q (12146.480000 sec): 3 clusters
  Score: Raw -3650230.709517 + Penalty 3359.184255 = -3646871.525262
  nChanged 5
		SP:Iteration 86Q (12146.540000 sec): 3 clusters
  Score: Raw -3650232.104107 + Penalty 3359.184255 = -3646872.919851
  nChanged 5
		SP:Iteration 87Q (12146.590000 sec): 3 clusters
  Score: Raw -3650233.478099 + Penalty 3359.184255 = -3646874.293843
  nChanged 4
		SP:Iteration 88Q (12146.650000 sec): 3 clusters
  Score: Raw -3650235.205298 + Penalty 3359.184255 = -3646876.021043
  nChanged 3
		SP:Iteration 89Q (12146.710000 sec): 3 clusters
  Score: Raw -3650237.351205 + Penalty 3359.184255 = -3646878.166950
  nChanged 4
		SP:Iteration 90Q (12146.770000 sec): 3 clusters
  Score: Raw -3650239.305759 + Penalty 3359.184255 = -3646880.121504
  nChanged 5
		SP:Iteration 91Q (12146.820000 sec): 3 clusters
  Score: Raw -3650241.207793 + Penalty 3359.184255 = -3646882.023538
  nChanged 3
		SP:Iteration 92Q (12146.880000 sec): 3 clusters
  Score: Raw -3650241.933709 + Penalty 3359.184255 = -3646882.749454
  nChanged 1
		SP:Iteration 93Q (12146.930000 sec): 3 clusters
  Score: Raw -3650242.169117 + Penalty 3359.184255 = -3646882.984862
  nChanged 1
		SP:Iteration 94Q (12146.990000 sec): 3 clusters
  Score: Raw -3650242.659877 + Penalty 3359.184255 = -3646883.475621
  nChanged 3
		SP:Iteration 95Q (12147.050000 sec): 3 clusters
  Score: Raw -3650243.460622 + Penalty 3359.184255 = -3646884.276366
  nChanged 2
		SP:Iteration 96Q (12147.110000 sec): 3 clusters
  Score: Raw -3650243.836462 + Penalty 3359.184255 = -3646884.652207
  nChanged 1
		SP:Iteration 97Q (12147.170000 sec): 3 clusters
  Score: Raw -3650244.269790 + Penalty 3359.184255 = -3646885.085534
  nChanged 2
		SP:Iteration 98Q (12147.220000 sec): 3 clusters
  Score: Raw -3650244.889375 + Penalty 3359.184255 = -3646885.705120
  nChanged 3
		SP:Iteration 99Q (12147.280000 sec): 3 clusters
  Score: Raw -3650246.092983 + Penalty 3359.184255 = -3646886.908728
  nChanged 2
		SP:Iteration 100F (12147.360000 sec): 3 clusters
  Score: Raw -3650246.664983 + Penalty 3359.184255 = -3646887.480728
  nChanged 2
		SP:Iteration 101Q (12147.420000 sec): 3 clusters
  Score: Raw -3650247.651308 + Penalty 3359.184255 = -3646888.467053
  nChanged 1
		SP:Iteration 102Q (12147.470000 sec): 3 clusters
  Score: Raw -3650248.101877 + Penalty 3359.184255 = -3646888.917622
  nChanged 0
		SP:Iteration 103F (12147.550000 sec): 3 clusters
  Score: Raw -3650248.101877 + Penalty 3359.184255 = -3646888.917622
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12147.710000 sec): 2 clusters
  Score: Raw -6524989.307942 + Penalty 1774.032448 = -6523215.275494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12147.860000 sec): 3 clusters
  Score: Raw -6489904.875491 + Penalty 3548.064896 = -6486356.810595
  nChanged 26033
		SP:Iteration 1F (12148.010000 sec): 3 clusters
  Score: Raw -6504609.093885 + Penalty 3548.064896 = -6501061.028989
  nChanged 1862
		SP:Iteration 2Q (12148.160000 sec): 3 clusters
  Score: Raw -6505086.678911 + Penalty 3548.064896 = -6501538.614015
  nChanged 1892
		SP:Iteration 3Q (12148.310000 sec): 3 clusters
  Score: Raw -6505679.057801 + Penalty 3548.064896 = -6502130.992905
  nChanged 2200
		SP:Iteration 4Q (12148.470000 sec): 3 clusters
  Score: Raw -6506561.890171 + Penalty 3548.064896 = -6503013.825274
  nChanged 2777
		SP:Iteration 5F (12148.610000 sec): 3 clusters
  Score: Raw -6508025.149816 + Penalty 3548.064896 = -6504477.084920
  nChanged 3702
		SP:Iteration 6F (12148.760000 sec): 3 clusters
  Score: Raw -6510600.209011 + Penalty 3548.064896 = -6507052.144115
  nChanged 4663
		SP:Iteration 7F (12148.910000 sec): 3 clusters
  Score: Raw -6514650.553672 + Penalty 3548.064896 = -6511102.488775
  nChanged 4672
		SP:Iteration 8F (12149.050000 sec): 3 clusters
  Score: Raw -6519224.305678 + Penalty 3548.064896 = -6515676.240782
  nChanged 3446
		SP:Iteration 9F (12149.200000 sec): 3 clusters
  Score: Raw -6522710.079175 + Penalty 3548.064896 = -6519162.014279
  nChanged 1682
		SP:Iteration 10Q (12149.330000 sec): 3 clusters
  Score: Raw -6524380.774581 + Penalty 3548.064896 = -6520832.709685
  nChanged 540
		SP:Iteration 11Q (12149.460000 sec): 3 clusters
  Score: Raw -6524917.864601 + Penalty 3548.064896 = -6521369.799705
  nChanged 158
		SP:Iteration 12Q (12149.570000 sec): 3 clusters
  Score: Raw -6525075.485599 + Penalty 3548.064896 = -6521527.420702
  nChanged 51
		SP:Iteration 13Q (12149.670000 sec): 3 clusters
  Score: Raw -6525150.214902 + Penalty 3548.064896 = -6521602.150006
  nChanged 27
		SP:Iteration 14Q (12149.780000 sec): 3 clusters
  Score: Raw -6525196.660074 + Penalty 3548.064896 = -6521648.595178
  nChanged 14
		SP:Iteration 15Q (12149.890000 sec): 3 clusters
  Score: Raw -6525212.502254 + Penalty 3548.064896 = -6521664.437358
  nChanged 6
		SP:Iteration 16Q (12149.990000 sec): 3 clusters
  Score: Raw -6525218.684869 + Penalty 3548.064896 = -6521670.619973
  nChanged 2
		SP:Iteration 17Q (12150.090000 sec): 3 clusters
  Score: Raw -6525220.921045 + Penalty 3548.064896 = -6521672.856149
  nChanged 3
		SP:Iteration 18Q (12150.200000 sec): 3 clusters
  Score: Raw -6525222.855708 + Penalty 3548.064896 = -6521674.790812
  nChanged 2
		SP:Iteration 19Q (12150.300000 sec): 3 clusters
  Score: Raw -6525224.126986 + Penalty 3548.064896 = -6521676.062090
  nChanged 2
		SP:Iteration 20F (12150.450000 sec): 3 clusters
  Score: Raw -6525226.724257 + Penalty 3548.064896 = -6521678.659360
  nChanged 2
		SP:Iteration 21Q (12150.550000 sec): 3 clusters
  Score: Raw -6525228.908709 + Penalty 3548.064896 = -6521680.843813
  nChanged 0
		SP:Iteration 22F (12150.690000 sec): 3 clusters
  Score: Raw -6525228.908709 + Penalty 3548.064896 = -6521680.843813
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12150.720000 sec): 2 clusters
  Score: Raw -82544.940129 + Penalty 1090.063664 = -81454.876466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12150.730000 sec): 3 clusters
  Score: Raw -82384.691744 + Penalty 2180.127327 = -80204.564416
  nChanged 229
		SP:Iteration 1F (12150.730000 sec): 3 clusters
  Score: Raw -82642.406941 + Penalty 2180.127327 = -80462.279613
  nChanged 55
		SP:Iteration 2F (12150.730000 sec): 3 clusters
  Score: Raw -82695.504466 + Penalty 2180.127327 = -80515.377139
  nChanged 24
		SP:Iteration 3Q (12150.730000 sec): 3 clusters
  Score: Raw -82744.377586 + Penalty 2180.127327 = -80564.250259
  nChanged 31
		SP:Iteration 4Q (12150.730000 sec): 3 clusters
  Score: Raw -82790.533405 + Penalty 2180.127327 = -80610.406077
  nChanged 22
		SP:Iteration 5Q (12150.740000 sec): 3 clusters
  Score: Raw -82816.552598 + Penalty 2180.127327 = -80636.425270
  nChanged 15
		SP:Iteration 6Q (12150.740000 sec): 3 clusters
  Score: Raw -82831.678653 + Penalty 2180.127327 = -80651.551325
  nChanged 10
		SP:Iteration 7Q (12150.740000 sec): 3 clusters
  Score: Raw -82844.706065 + Penalty 2180.127327 = -80664.578738
  nChanged 11
		SP:Iteration 8Q (12150.740000 sec): 3 clusters
  Score: Raw -82868.496161 + Penalty 2180.127327 = -80688.368834
  nChanged 16
		SP:Iteration 9Q (12150.740000 sec): 3 clusters
  Score: Raw -82896.817946 + Penalty 2180.127327 = -80716.690619
  nChanged 24
		SP:Iteration 10Q (12150.750000 sec): 3 clusters
  Score: Raw -82941.477476 + Penalty 2180.127327 = -80761.350149
  nChanged 25
		SP:Iteration 11Q (12150.750000 sec): 3 clusters
  Score: Raw -82983.758032 + Penalty 2180.127327 = -80803.630704
  nChanged 20
		SP:Iteration 12Q (12150.750000 sec): 3 clusters
  Score: Raw -83018.092045 + Penalty 2180.127327 = -80837.964717
  nChanged 17
		SP:Iteration 13Q (12150.750000 sec): 3 clusters
  Score: Raw -83059.078983 + Penalty 2180.127327 = -80878.951656
  nChanged 18
		SP:Iteration 14Q (12150.750000 sec): 3 clusters
  Score: Raw -83086.244051 + Penalty 2180.127327 = -80906.116724
  nChanged 10
		SP:Iteration 15Q (12150.750000 sec): 3 clusters
  Score: Raw -83105.136705 + Penalty 2180.127327 = -80925.009378
  nChanged 7
		SP:Iteration 16Q (12150.760000 sec): 3 clusters
  Score: Raw -83110.157502 + Penalty 2180.127327 = -80930.030175
  nChanged 2
		SP:Iteration 17Q (12150.760000 sec): 3 clusters
  Score: Raw -83112.642732 + Penalty 2180.127327 = -80932.515405
  nChanged 5
		SP:Iteration 18Q (12150.760000 sec): 3 clusters
  Score: Raw -83118.550978 + Penalty 2180.127327 = -80938.423651
  nChanged 6
		SP:Iteration 19Q (12150.760000 sec): 3 clusters
  Score: Raw -83129.910114 + Penalty 2180.127327 = -80949.782787
  nChanged 5
		SP:Iteration 20F (12150.770000 sec): 3 clusters
  Score: Raw -83139.964585 + Penalty 2180.127327 = -80959.837258
  nChanged 8
		SP:Iteration 21Q (12150.770000 sec): 3 clusters
  Score: Raw -83150.061671 + Penalty 2180.127327 = -80969.934344
  nChanged 4
		SP:Iteration 22Q (12150.770000 sec): 3 clusters
  Score: Raw -83156.070837 + Penalty 2180.127327 = -80975.943510
  nChanged 5
		SP:Iteration 23Q (12150.770000 sec): 3 clusters
  Score: Raw -83174.039427 + Penalty 2180.127327 = -80993.912100
  nChanged 6
		SP:Iteration 24Q (12150.770000 sec): 3 clusters
  Score: Raw -83177.590157 + Penalty 2180.127327 = -80997.462830
  nChanged 3
		SP:Iteration 25Q (12150.770000 sec): 3 clusters
  Score: Raw -83179.567248 + Penalty 2180.127327 = -80999.439921
  nChanged 4
		SP:Iteration 26Q (12150.770000 sec): 3 clusters
  Score: Raw -83186.798050 + Penalty 2180.127327 = -81006.670722
  nChanged 4
		SP:Iteration 27Q (12150.780000 sec): 3 clusters
  Score: Raw -83192.710409 + Penalty 2180.127327 = -81012.583081
  nChanged 2
		SP:Iteration 28Q (12150.780000 sec): 3 clusters
  Score: Raw -83193.846350 + Penalty 2180.127327 = -81013.719023
  nChanged 1
		SP:Iteration 29Q (12150.780000 sec): 3 clusters
  Score: Raw -83195.867640 + Penalty 2180.127327 = -81015.740313
  nChanged 2
		SP:Iteration 30Q (12150.780000 sec): 3 clusters
  Score: Raw -83197.878852 + Penalty 2180.127327 = -81017.751525
  nChanged 0
		SP:Iteration 31F (12150.780000 sec): 3 clusters
  Score: Raw -83197.878852 + Penalty 2180.127327 = -81017.751525
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12150.790000 sec): 2 clusters
  Score: Raw -272773.288143 + Penalty 1260.798588 = -271512.489555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12150.790000 sec): 3 clusters
  Score: Raw -271659.283232 + Penalty 2521.597177 = -269137.686055
  nChanged 842
		SP:Iteration 1F (12150.800000 sec): 3 clusters
  Score: Raw -272190.089613 + Penalty 2521.597177 = -269668.492436
  nChanged 199
		SP:Iteration 2F (12150.810000 sec): 3 clusters
  Score: Raw -272346.421190 + Penalty 2521.597177 = -269824.824014
  nChanged 132
		SP:Iteration 3F (12150.810000 sec): 3 clusters
  Score: Raw -272439.938208 + Penalty 2521.597177 = -269918.341031
  nChanged 84
		SP:Iteration 4Q (12150.820000 sec): 3 clusters
  Score: Raw -272498.871163 + Penalty 2521.597177 = -269977.273986
  nChanged 71
		SP:Iteration 5Q (12150.830000 sec): 3 clusters
  Score: Raw -272543.915535 + Penalty 2521.597177 = -270022.318358
  nChanged 64
		SP:Iteration 6Q (12150.830000 sec): 3 clusters
  Score: Raw -272589.481208 + Penalty 2521.597177 = -270067.884032
  nChanged 59
		SP:Iteration 7Q (12150.830000 sec): 3 clusters
  Score: Raw -272629.813319 + Penalty 2521.597177 = -270108.216142
  nChanged 54
		SP:Iteration 8Q (12150.840000 sec): 3 clusters
  Score: Raw -272666.959910 + Penalty 2521.597177 = -270145.362733
  nChanged 47
		SP:Iteration 9Q (12150.850000 sec): 3 clusters
  Score: Raw -272699.882813 + Penalty 2521.597177 = -270178.285636
  nChanged 52
		SP:Iteration 10Q (12150.850000 sec): 3 clusters
  Score: Raw -272743.621336 + Penalty 2521.597177 = -270222.024160
  nChanged 45
		SP:Iteration 11Q (12150.860000 sec): 3 clusters
  Score: Raw -272784.518937 + Penalty 2521.597177 = -270262.921760
  nChanged 46
		SP:Iteration 12Q (12150.870000 sec): 3 clusters
  Score: Raw -272819.199041 + Penalty 2521.597177 = -270297.601864
  nChanged 32
		SP:Iteration 13Q (12150.870000 sec): 3 clusters
  Score: Raw -272842.585324 + Penalty 2521.597177 = -270320.988148
  nChanged 31
		SP:Iteration 14Q (12150.870000 sec): 3 clusters
  Score: Raw -272865.627125 + Penalty 2521.597177 = -270344.029948
  nChanged 29
		SP:Iteration 15Q (12150.880000 sec): 3 clusters
  Score: Raw -272890.560034 + Penalty 2521.597177 = -270368.962858
  nChanged 28
		SP:Iteration 16Q (12150.890000 sec): 3 clusters
  Score: Raw -272907.087990 + Penalty 2521.597177 = -270385.490813
  nChanged 22
		SP:Iteration 17Q (12150.890000 sec): 3 clusters
  Score: Raw -272921.646981 + Penalty 2521.597177 = -270400.049804
  nChanged 16
		SP:Iteration 18Q (12150.900000 sec): 3 clusters
  Score: Raw -272931.344894 + Penalty 2521.597177 = -270409.747717
  nChanged 12
		SP:Iteration 19Q (12150.900000 sec): 3 clusters
  Score: Raw -272940.614034 + Penalty 2521.597177 = -270419.016857
  nChanged 10
		SP:Iteration 20F (12150.910000 sec): 3 clusters
  Score: Raw -272945.573318 + Penalty 2521.597177 = -270423.976141
  nChanged 9
		SP:Iteration 21Q (12150.910000 sec): 3 clusters
  Score: Raw -272952.828282 + Penalty 2521.597177 = -270431.231106
  nChanged 11
		SP:Iteration 22Q (12150.920000 sec): 3 clusters
  Score: Raw -272960.975585 + Penalty 2521.597177 = -270439.378409
  nChanged 12
		SP:Iteration 23Q (12150.930000 sec): 3 clusters
  Score: Raw -272968.559169 + Penalty 2521.597177 = -270446.961992
  nChanged 9
		SP:Iteration 24Q (12150.930000 sec): 3 clusters
  Score: Raw -272976.634356 + Penalty 2521.597177 = -270455.037179
  nChanged 8
		SP:Iteration 25Q (12150.930000 sec): 3 clusters
  Score: Raw -272982.679321 + Penalty 2521.597177 = -270461.082145
  nChanged 8
		SP:Iteration 26Q (12150.940000 sec): 3 clusters
  Score: Raw -272986.483154 + Penalty 2521.597177 = -270464.885977
  nChanged 4
		SP:Iteration 27Q (12150.950000 sec): 3 clusters
  Score: Raw -272989.008726 + Penalty 2521.597177 = -270467.411550
  nChanged 5
		SP:Iteration 28Q (12150.950000 sec): 3 clusters
  Score: Raw -272992.183038 + Penalty 2521.597177 = -270470.585862
  nChanged 4
		SP:Iteration 29Q (12150.950000 sec): 3 clusters
  Score: Raw -272993.819341 + Penalty 2521.597177 = -270472.222164
  nChanged 2
		SP:Iteration 30Q (12150.960000 sec): 3 clusters
  Score: Raw -272994.513124 + Penalty 2521.597177 = -270472.915947
  nChanged 1
		SP:Iteration 31Q (12150.970000 sec): 3 clusters
  Score: Raw -272995.004242 + Penalty 2521.597177 = -270473.407065
  nChanged 0
		SP:Iteration 32F (12150.970000 sec): 3 clusters
  Score: Raw -272995.004242 + Penalty 2521.597177 = -270473.407065
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12150.980000 sec): 2 clusters
  Score: Raw -320630.072984 + Penalty 1303.507487 = -319326.565497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12150.990000 sec): 3 clusters
  Score: Raw -319167.853069 + Penalty 2607.014973 = -316560.838096
  nChanged 1159
		SP:Iteration 1F (12151.000000 sec): 3 clusters
  Score: Raw -319879.927626 + Penalty 2607.014973 = -317272.912652
  nChanged 271
		SP:Iteration 2F (12151.010000 sec): 3 clusters
  Score: Raw -320149.178111 + Penalty 2607.014973 = -317542.163138
  nChanged 232
		SP:Iteration 3F (12151.010000 sec): 3 clusters
  Score: Raw -320357.472682 + Penalty 2607.014973 = -317750.457709
  nChanged 181
		SP:Iteration 4F (12151.020000 sec): 3 clusters
  Score: Raw -320522.045315 + Penalty 2607.014973 = -317915.030341
  nChanged 152
		SP:Iteration 5Q (12151.030000 sec): 3 clusters
  Score: Raw -320637.038986 + Penalty 2607.014973 = -318030.024012
  nChanged 104
		SP:Iteration 6Q (12151.040000 sec): 3 clusters
  Score: Raw -320696.431140 + Penalty 2607.014973 = -318089.416167
  nChanged 75
		SP:Iteration 7Q (12151.050000 sec): 3 clusters
  Score: Raw -320735.882232 + Penalty 2607.014973 = -318128.867258
  nChanged 52
		SP:Iteration 8Q (12151.050000 sec): 3 clusters
  Score: Raw -320761.658875 + Penalty 2607.014973 = -318154.643901
  nChanged 51
		SP:Iteration 9Q (12151.060000 sec): 3 clusters
  Score: Raw -320793.343620 + Penalty 2607.014973 = -318186.328647
  nChanged 43
		SP:Iteration 10Q (12151.070000 sec): 3 clusters
  Score: Raw -320818.350952 + Penalty 2607.014973 = -318211.335978
  nChanged 41
		SP:Iteration 11Q (12151.070000 sec): 3 clusters
  Score: Raw -320840.774058 + Penalty 2607.014973 = -318233.759084
  nChanged 36
		SP:Iteration 12Q (12151.080000 sec): 3 clusters
  Score: Raw -320859.744853 + Penalty 2607.014973 = -318252.729879
  nChanged 37
		SP:Iteration 13Q (12151.090000 sec): 3 clusters
  Score: Raw -320879.005608 + Penalty 2607.014973 = -318271.990634
  nChanged 22
		SP:Iteration 14Q (12151.090000 sec): 3 clusters
  Score: Raw -320885.845552 + Penalty 2607.014973 = -318278.830578
  nChanged 12
		SP:Iteration 15Q (12151.100000 sec): 3 clusters
  Score: Raw -320889.536807 + Penalty 2607.014973 = -318282.521834
  nChanged 10
		SP:Iteration 16Q (12151.110000 sec): 3 clusters
  Score: Raw -320892.065305 + Penalty 2607.014973 = -318285.050332
  nChanged 7
		SP:Iteration 17Q (12151.120000 sec): 3 clusters
  Score: Raw -320893.924298 + Penalty 2607.014973 = -318286.909324
  nChanged 2
		SP:Iteration 18Q (12151.130000 sec): 3 clusters
  Score: Raw -320894.502754 + Penalty 2607.014973 = -318287.487781
  nChanged 3
		SP:Iteration 19Q (12151.130000 sec): 3 clusters
  Score: Raw -320896.080741 + Penalty 2607.014973 = -318289.065768
  nChanged 5
		SP:Iteration 20F (12151.140000 sec): 3 clusters
  Score: Raw -320897.653357 + Penalty 2607.014973 = -318290.638383
  nChanged 4
		SP:Iteration 21Q (12151.150000 sec): 3 clusters
  Score: Raw -320899.756508 + Penalty 2607.014973 = -318292.741535
  nChanged 4
		SP:Iteration 22Q (12151.150000 sec): 3 clusters
  Score: Raw -320900.792009 + Penalty 2607.014973 = -318293.777035
  nChanged 1
		SP:Iteration 23Q (12151.160000 sec): 3 clusters
  Score: Raw -320901.031361 + Penalty 2607.014973 = -318294.016387
  nChanged 1
		SP:Iteration 24Q (12151.170000 sec): 3 clusters
  Score: Raw -320901.208349 + Penalty 2607.014973 = -318294.193376
  nChanged 1
		SP:Iteration 25Q (12151.180000 sec): 3 clusters
  Score: Raw -320901.644051 + Penalty 2607.014973 = -318294.629078
  nChanged 2
		SP:Iteration 26Q (12151.190000 sec): 3 clusters
  Score: Raw -320902.180745 + Penalty 2607.014973 = -318295.165772
  nChanged 0
		SP:Iteration 27F (12151.200000 sec): 3 clusters
  Score: Raw -320902.180745 + Penalty 2607.014973 = -318295.165772
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12151.230000 sec): 2 clusters
  Score: Raw -1170352.791891 + Penalty 1498.650815 = -1168854.141076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12151.260000 sec): 3 clusters
  Score: Raw -1164664.322011 + Penalty 2997.301629 = -1161667.020382
  nChanged 4346
		SP:Iteration 1F (12151.280000 sec): 3 clusters
  Score: Raw -1166907.728199 + Penalty 2997.301629 = -1163910.426570
  nChanged 587
		SP:Iteration 2F (12151.310000 sec): 3 clusters
  Score: Raw -1167142.437995 + Penalty 2997.301629 = -1164145.136366
  nChanged 488
		SP:Iteration 3Q (12151.330000 sec): 3 clusters
  Score: Raw -1167367.166415 + Penalty 2997.301629 = -1164369.864786
  nChanged 500
		SP:Iteration 4Q (12151.360000 sec): 3 clusters
  Score: Raw -1167613.717744 + Penalty 2997.301629 = -1164616.416115
  nChanged 487
		SP:Iteration 5Q (12151.380000 sec): 3 clusters
  Score: Raw -1167877.722043 + Penalty 2997.301629 = -1164880.420413
  nChanged 495
		SP:Iteration 6Q (12151.410000 sec): 3 clusters
  Score: Raw -1168159.019048 + Penalty 2997.301629 = -1165161.717419
  nChanged 481
		SP:Iteration 7Q (12151.440000 sec): 3 clusters
  Score: Raw -1168445.956793 + Penalty 2997.301629 = -1165448.655164
  nChanged 504
		SP:Iteration 8Q (12151.460000 sec): 3 clusters
  Score: Raw -1168770.240650 + Penalty 2997.301629 = -1165772.939020
  nChanged 492
		SP:Iteration 9Q (12151.480000 sec): 3 clusters
  Score: Raw -1169099.481671 + Penalty 2997.301629 = -1166102.180042
  nChanged 447
		SP:Iteration 10Q (12151.510000 sec): 3 clusters
  Score: Raw -1169383.583571 + Penalty 2997.301629 = -1166386.281942
  nChanged 394
		SP:Iteration 11Q (12151.540000 sec): 3 clusters
  Score: Raw -1169634.375346 + Penalty 2997.301629 = -1166637.073717
  nChanged 310
		SP:Iteration 12Q (12151.560000 sec): 3 clusters
  Score: Raw -1169837.154077 + Penalty 2997.301629 = -1166839.852448
  nChanged 267
		SP:Iteration 13Q (12151.580000 sec): 3 clusters
  Score: Raw -1170009.769562 + Penalty 2997.301629 = -1167012.467933
  nChanged 198
		SP:Iteration 14Q (12151.610000 sec): 3 clusters
  Score: Raw -1170136.961838 + Penalty 2997.301629 = -1167139.660209
  nChanged 146
		SP:Iteration 15Q (12151.630000 sec): 3 clusters
  Score: Raw -1170227.164397 + Penalty 2997.301629 = -1167229.862768
  nChanged 96
		SP:Iteration 16Q (12151.660000 sec): 3 clusters
  Score: Raw -1170285.326131 + Penalty 2997.301629 = -1167288.024502
  nChanged 72
		SP:Iteration 17Q (12151.680000 sec): 3 clusters
  Score: Raw -1170340.088815 + Penalty 2997.301629 = -1167342.787186
  nChanged 64
		SP:Iteration 18Q (12151.700000 sec): 3 clusters
  Score: Raw -1170386.103487 + Penalty 2997.301629 = -1167388.801858
  nChanged 42
		SP:Iteration 19Q (12151.720000 sec): 3 clusters
  Score: Raw -1170420.355128 + Penalty 2997.301629 = -1167423.053498
  nChanged 30
		SP:Iteration 20F (12151.750000 sec): 3 clusters
  Score: Raw -1170445.859197 + Penalty 2997.301629 = -1167448.557568
  nChanged 21
		SP:Iteration 21Q (12151.770000 sec): 3 clusters
  Score: Raw -1170463.577601 + Penalty 2997.301629 = -1167466.275972
  nChanged 13
		SP:Iteration 22Q (12151.790000 sec): 3 clusters
  Score: Raw -1170471.538092 + Penalty 2997.301629 = -1167474.236463
  nChanged 12
		SP:Iteration 23Q (12151.820000 sec): 3 clusters
  Score: Raw -1170479.674888 + Penalty 2997.301629 = -1167482.373259
  nChanged 8
		SP:Iteration 24Q (12151.840000 sec): 3 clusters
  Score: Raw -1170485.579496 + Penalty 2997.301629 = -1167488.277867
  nChanged 7
		SP:Iteration 25Q (12151.860000 sec): 3 clusters
  Score: Raw -1170492.905744 + Penalty 2997.301629 = -1167495.604114
  nChanged 14
		SP:Iteration 26Q (12151.880000 sec): 3 clusters
  Score: Raw -1170502.913835 + Penalty 2997.301629 = -1167505.612205
  nChanged 8
		SP:Iteration 27Q (12151.900000 sec): 3 clusters
  Score: Raw -1170509.248200 + Penalty 2997.301629 = -1167511.946571
  nChanged 6
		SP:Iteration 28Q (12151.920000 sec): 3 clusters
  Score: Raw -1170513.620471 + Penalty 2997.301629 = -1167516.318841
  nChanged 6
		SP:Iteration 29Q (12151.940000 sec): 3 clusters
  Score: Raw -1170516.959315 + Penalty 2997.301629 = -1167519.657686
  nChanged 5
		SP:Iteration 30Q (12151.960000 sec): 3 clusters
  Score: Raw -1170521.315322 + Penalty 2997.301629 = -1167524.013693
  nChanged 3
		SP:Iteration 31Q (12151.980000 sec): 3 clusters
  Score: Raw -1170524.672781 + Penalty 2997.301629 = -1167527.371152
  nChanged 6
		SP:Iteration 32Q (12152.000000 sec): 3 clusters
  Score: Raw -1170529.712579 + Penalty 2997.301629 = -1167532.410950
  nChanged 6
		SP:Iteration 33Q (12152.020000 sec): 3 clusters
  Score: Raw -1170533.708805 + Penalty 2997.301629 = -1167536.407176
  nChanged 5
		SP:Iteration 34Q (12152.040000 sec): 3 clusters
  Score: Raw -1170536.112276 + Penalty 2997.301629 = -1167538.810647
  nChanged 0
		SP:Iteration 35F (12152.070000 sec): 3 clusters
  Score: Raw -1170536.112276 + Penalty 2997.301629 = -1167538.810647
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12152.080000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12152.080000 sec): 3 clusters
  Score: Raw -30411.633873 + Penalty 1831.306621 = -28580.327252
  nChanged 42
		SP:Iteration 1F (12152.080000 sec): 3 clusters
  Score: Raw -30567.291819 + Penalty 1831.306621 = -28735.985198
  nChanged 18
		SP:Iteration 2F (12152.080000 sec): 3 clusters
  Score: Raw -30661.374000 + Penalty 1831.306621 = -28830.067379
  nChanged 16
		SP:Iteration 3F (12152.080000 sec): 3 clusters
  Score: Raw -30746.263330 + Penalty 1831.306621 = -28914.956709
  nChanged 7
		SP:Iteration 4Q (12152.080000 sec): 3 clusters
  Score: Raw -30787.419844 + Penalty 1831.306621 = -28956.113223
  nChanged 4
		SP:Iteration 5Q (12152.080000 sec): 3 clusters
  Score: Raw -30801.254914 + Penalty 1831.306621 = -28969.948293
  nChanged 0
		SP:Iteration 6F (12152.080000 sec): 3 clusters
  Score: Raw -30801.254914 + Penalty 1831.306621 = -28969.948293
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12152.080000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12152.080000 sec): 3 clusters
  Score: Raw -51871.905661 + Penalty 2005.802694 = -49866.102967
  nChanged 131
		SP:Iteration 1F (12152.090000 sec): 3 clusters
  Score: Raw -52123.501100 + Penalty 2005.802694 = -50117.698406
  nChanged 38
		SP:Iteration 2F (12152.090000 sec): 3 clusters
  Score: Raw -52209.033787 + Penalty 2005.802694 = -50203.231093
  nChanged 27
		SP:Iteration 3F (12152.090000 sec): 3 clusters
  Score: Raw -52271.916294 + Penalty 2005.802694 = -50266.113600
  nChanged 18
		SP:Iteration 4Q (12152.090000 sec): 3 clusters
  Score: Raw -52309.185555 + Penalty 2005.802694 = -50303.382861
  nChanged 11
		SP:Iteration 5Q (12152.090000 sec): 3 clusters
  Score: Raw -52326.351027 + Penalty 2005.802694 = -50320.548333
  nChanged 4
		SP:Iteration 6Q (12152.090000 sec): 3 clusters
  Score: Raw -52332.423321 + Penalty 2005.802694 = -50326.620627
  nChanged 2
		SP:Iteration 7Q (12152.090000 sec): 3 clusters
  Score: Raw -52337.357729 + Penalty 2005.802694 = -50331.555035
  nChanged 3
		SP:Iteration 8Q (12152.100000 sec): 3 clusters
  Score: Raw -52345.009622 + Penalty 2005.802694 = -50339.206928
  nChanged 5
		SP:Iteration 9Q (12152.100000 sec): 3 clusters
  Score: Raw -52357.832962 + Penalty 2005.802694 = -50352.030268
  nChanged 5
		SP:Iteration 10Q (12152.100000 sec): 3 clusters
  Score: Raw -52373.255428 + Penalty 2005.802694 = -50367.452734
  nChanged 4
		SP:Iteration 11Q (12152.100000 sec): 3 clusters
  Score: Raw -52383.929843 + Penalty 2005.802694 = -50378.127149
  nChanged 1
		SP:Iteration 12Q (12152.100000 sec): 3 clusters
  Score: Raw -52385.045789 + Penalty 2005.802694 = -50379.243095
  nChanged 1
		SP:Iteration 13Q (12152.100000 sec): 3 clusters
  Score: Raw -52387.304678 + Penalty 2005.802694 = -50381.501984
  nChanged 0
		SP:Iteration 14F (12152.100000 sec): 3 clusters
  Score: Raw -52387.304678 + Penalty 2005.802694 = -50381.501984
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12152.120000 sec): 2 clusters
  Score: Raw -404244.876893 + Penalty 1333.702798 = -402911.174095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12152.120000 sec): 3 clusters
  Score: Raw -402415.893978 + Penalty 2667.405596 = -399748.488382
  nChanged 1435
		SP:Iteration 1F (12152.130000 sec): 3 clusters
  Score: Raw -403300.070007 + Penalty 2667.405596 = -400632.664411
  nChanged 291
		SP:Iteration 2F (12152.140000 sec): 3 clusters
  Score: Raw -403462.825714 + Penalty 2667.405596 = -400795.420118
  nChanged 199
		SP:Iteration 3F (12152.150000 sec): 3 clusters
  Score: Raw -403565.739742 + Penalty 2667.405596 = -400898.334146
  nChanged 159
		SP:Iteration 4Q (12152.160000 sec): 3 clusters
  Score: Raw -403649.398132 + Penalty 2667.405596 = -400981.992536
  nChanged 132
		SP:Iteration 5Q (12152.170000 sec): 3 clusters
  Score: Raw -403719.141025 + Penalty 2667.405596 = -401051.735429
  nChanged 107
		SP:Iteration 6Q (12152.180000 sec): 3 clusters
  Score: Raw -403767.214650 + Penalty 2667.405596 = -401099.809054
  nChanged 88
		SP:Iteration 7Q (12152.190000 sec): 3 clusters
  Score: Raw -403806.994707 + Penalty 2667.405596 = -401139.589111
  nChanged 68
		SP:Iteration 8Q (12152.200000 sec): 3 clusters
  Score: Raw -403833.770182 + Penalty 2667.405596 = -401166.364586
  nChanged 59
		SP:Iteration 9Q (12152.200000 sec): 3 clusters
  Score: Raw -403858.197171 + Penalty 2667.405596 = -401190.791575
  nChanged 69
		SP:Iteration 10Q (12152.220000 sec): 3 clusters
  Score: Raw -403885.987052 + Penalty 2667.405596 = -401218.581456
  nChanged 64
		SP:Iteration 11Q (12152.220000 sec): 3 clusters
  Score: Raw -403916.850593 + Penalty 2667.405596 = -401249.444997
  nChanged 79
		SP:Iteration 12Q (12152.230000 sec): 3 clusters
  Score: Raw -403958.049651 + Penalty 2667.405596 = -401290.644055
  nChanged 85
		SP:Iteration 13Q (12152.240000 sec): 3 clusters
  Score: Raw -403998.259497 + Penalty 2667.405596 = -401330.853901
  nChanged 77
		SP:Iteration 14Q (12152.250000 sec): 3 clusters
  Score: Raw -404039.318433 + Penalty 2667.405596 = -401371.912837
  nChanged 84
		SP:Iteration 15Q (12152.260000 sec): 3 clusters
  Score: Raw -404089.514991 + Penalty 2667.405596 = -401422.109395
  nChanged 89
		SP:Iteration 16Q (12152.270000 sec): 3 clusters
  Score: Raw -404147.963913 + Penalty 2667.405596 = -401480.558317
  nChanged 83
		SP:Iteration 17Q (12152.280000 sec): 3 clusters
  Score: Raw -404194.357344 + Penalty 2667.405596 = -401526.951748
  nChanged 67
		SP:Iteration 18Q (12152.290000 sec): 3 clusters
  Score: Raw -404230.155477 + Penalty 2667.405596 = -401562.749882
  nChanged 66
		SP:Iteration 19Q (12152.300000 sec): 3 clusters
  Score: Raw -404267.721221 + Penalty 2667.405596 = -401600.315625
  nChanged 66
		SP:Iteration 20F (12152.300000 sec): 3 clusters
  Score: Raw -404304.342729 + Penalty 2667.405596 = -401636.937133
  nChanged 54
		SP:Iteration 21Q (12152.320000 sec): 3 clusters
  Score: Raw -404335.054602 + Penalty 2667.405596 = -401667.649006
  nChanged 54
		SP:Iteration 22Q (12152.320000 sec): 3 clusters
  Score: Raw -404367.018904 + Penalty 2667.405596 = -401699.613308
  nChanged 48
		SP:Iteration 23Q (12152.330000 sec): 3 clusters
  Score: Raw -404390.514523 + Penalty 2667.405596 = -401723.108928
  nChanged 31
		SP:Iteration 24Q (12152.340000 sec): 3 clusters
  Score: Raw -404405.274394 + Penalty 2667.405596 = -401737.868798
  nChanged 32
		SP:Iteration 25Q (12152.350000 sec): 3 clusters
  Score: Raw -404422.205729 + Penalty 2667.405596 = -401754.800133
  nChanged 31
		SP:Iteration 26Q (12152.360000 sec): 3 clusters
  Score: Raw -404437.827689 + Penalty 2667.405596 = -401770.422094
  nChanged 34
		SP:Iteration 27Q (12152.370000 sec): 3 clusters
  Score: Raw -404455.057910 + Penalty 2667.405596 = -401787.652315
  nChanged 29
		SP:Iteration 28Q (12152.380000 sec): 3 clusters
  Score: Raw -404466.066730 + Penalty 2667.405596 = -401798.661135
  nChanged 14
		SP:Iteration 29Q (12152.380000 sec): 3 clusters
  Score: Raw -404472.123154 + Penalty 2667.405596 = -401804.717559
  nChanged 17
		SP:Iteration 30Q (12152.400000 sec): 3 clusters
  Score: Raw -404480.710365 + Penalty 2667.405596 = -401813.304769
  nChanged 15
		SP:Iteration 31Q (12152.400000 sec): 3 clusters
  Score: Raw -404488.882778 + Penalty 2667.405596 = -401821.477182
  nChanged 15
		SP:Iteration 32Q (12152.410000 sec): 3 clusters
  Score: Raw -404495.043088 + Penalty 2667.405596 = -401827.637492
  nChanged 11
		SP:Iteration 33Q (12152.420000 sec): 3 clusters
  Score: Raw -404499.240593 + Penalty 2667.405596 = -401831.834997
  nChanged 9
		SP:Iteration 34Q (12152.430000 sec): 3 clusters
  Score: Raw -404503.158073 + Penalty 2667.405596 = -401835.752477
  nChanged 7
		SP:Iteration 35Q (12152.440000 sec): 3 clusters
  Score: Raw -404505.144888 + Penalty 2667.405596 = -401837.739292
  nChanged 6
		SP:Iteration 36Q (12152.450000 sec): 3 clusters
  Score: Raw -404506.978220 + Penalty 2667.405596 = -401839.572624
  nChanged 5
		SP:Iteration 37Q (12152.460000 sec): 3 clusters
  Score: Raw -404508.472364 + Penalty 2667.405596 = -401841.066768
  nChanged 7
		SP:Iteration 38Q (12152.460000 sec): 3 clusters
  Score: Raw -404510.723442 + Penalty 2667.405596 = -401843.317846
  nChanged 5
		SP:Iteration 39Q (12152.470000 sec): 3 clusters
  Score: Raw -404512.724178 + Penalty 2667.405596 = -401845.318583
  nChanged 3
		SP:Iteration 40F (12152.480000 sec): 3 clusters
  Score: Raw -404514.183410 + Penalty 2667.405596 = -401846.777814
  nChanged 4
		SP:Iteration 41Q (12152.490000 sec): 3 clusters
  Score: Raw -404515.093229 + Penalty 2667.405596 = -401847.687633
  nChanged 2
		SP:Iteration 42Q (12152.500000 sec): 3 clusters
  Score: Raw -404515.654476 + Penalty 2667.405596 = -401848.248880
  nChanged 0
		SP:Iteration 43F (12152.510000 sec): 3 clusters
  Score: Raw -404515.654476 + Penalty 2667.405596 = -401848.248880
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12152.530000 sec): 2 clusters
  Score: Raw -730740.312612 + Penalty 1423.165392 = -729317.147220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12152.540000 sec): 3 clusters
  Score: Raw -727366.659667 + Penalty 2846.330785 = -724520.328882
  nChanged 2551
		SP:Iteration 1F (12152.560000 sec): 3 clusters
  Score: Raw -728811.196125 + Penalty 2846.330785 = -725964.865340
  nChanged 426
		SP:Iteration 2F (12152.580000 sec): 3 clusters
  Score: Raw -729032.393203 + Penalty 2846.330785 = -726186.062418
  nChanged 334
		SP:Iteration 3F (12152.590000 sec): 3 clusters
  Score: Raw -729191.145451 + Penalty 2846.330785 = -726344.814666
  nChanged 293
		SP:Iteration 4Q (12152.610000 sec): 3 clusters
  Score: Raw -729317.631309 + Penalty 2846.330785 = -726471.300524
  nChanged 257
		SP:Iteration 5Q (12152.620000 sec): 3 clusters
  Score: Raw -729436.560084 + Penalty 2846.330785 = -726590.229299
  nChanged 230
		SP:Iteration 6Q (12152.640000 sec): 3 clusters
  Score: Raw -729546.836386 + Penalty 2846.330785 = -726700.505601
  nChanged 235
		SP:Iteration 7Q (12152.660000 sec): 3 clusters
  Score: Raw -729658.745379 + Penalty 2846.330785 = -726812.414594
  nChanged 229
		SP:Iteration 8Q (12152.670000 sec): 3 clusters
  Score: Raw -729764.590171 + Penalty 2846.330785 = -726918.259386
  nChanged 198
		SP:Iteration 9Q (12152.690000 sec): 3 clusters
  Score: Raw -729862.709093 + Penalty 2846.330785 = -727016.378308
  nChanged 188
		SP:Iteration 10Q (12152.700000 sec): 3 clusters
  Score: Raw -729950.416335 + Penalty 2846.330785 = -727104.085550
  nChanged 166
		SP:Iteration 11Q (12152.720000 sec): 3 clusters
  Score: Raw -730022.697585 + Penalty 2846.330785 = -727176.366800
  nChanged 160
		SP:Iteration 12Q (12152.740000 sec): 3 clusters
  Score: Raw -730090.420065 + Penalty 2846.330785 = -727244.089280
  nChanged 148
		SP:Iteration 13Q (12152.750000 sec): 3 clusters
  Score: Raw -730153.496495 + Penalty 2846.330785 = -727307.165710
  nChanged 122
		SP:Iteration 14Q (12152.770000 sec): 3 clusters
  Score: Raw -730196.574196 + Penalty 2846.330785 = -727350.243411
  nChanged 91
		SP:Iteration 15Q (12152.780000 sec): 3 clusters
  Score: Raw -730227.440078 + Penalty 2846.330785 = -727381.109293
  nChanged 89
		SP:Iteration 16Q (12152.800000 sec): 3 clusters
  Score: Raw -730258.395504 + Penalty 2846.330785 = -727412.064719
  nChanged 86
		SP:Iteration 17Q (12152.820000 sec): 3 clusters
  Score: Raw -730288.839099 + Penalty 2846.330785 = -727442.508314
  nChanged 98
		SP:Iteration 18Q (12152.830000 sec): 3 clusters
  Score: Raw -730324.505743 + Penalty 2846.330785 = -727478.174958
  nChanged 96
		SP:Iteration 19Q (12152.850000 sec): 3 clusters
  Score: Raw -730357.139723 + Penalty 2846.330785 = -727510.808938
  nChanged 77
		SP:Iteration 20F (12152.860000 sec): 3 clusters
  Score: Raw -730383.795817 + Penalty 2846.330785 = -727537.465032
  nChanged 70
		SP:Iteration 21Q (12152.880000 sec): 3 clusters
  Score: Raw -730409.284823 + Penalty 2846.330785 = -727562.954038
  nChanged 64
		SP:Iteration 22Q (12152.900000 sec): 3 clusters
  Score: Raw -730433.129713 + Penalty 2846.330785 = -727586.798928
  nChanged 75
		SP:Iteration 23Q (12152.910000 sec): 3 clusters
  Score: Raw -730462.110882 + Penalty 2846.330785 = -727615.780097
  nChanged 69
		SP:Iteration 24Q (12152.930000 sec): 3 clusters
  Score: Raw -730488.107503 + Penalty 2846.330785 = -727641.776718
  nChanged 63
		SP:Iteration 25Q (12152.940000 sec): 3 clusters
  Score: Raw -730513.173281 + Penalty 2846.330785 = -727666.842496
  nChanged 68
		SP:Iteration 26Q (12152.960000 sec): 3 clusters
  Score: Raw -730541.860909 + Penalty 2846.330785 = -727695.530124
  nChanged 72
		SP:Iteration 27Q (12152.980000 sec): 3 clusters
  Score: Raw -730582.234994 + Penalty 2846.330785 = -727735.904209
  nChanged 96
		SP:Iteration 28Q (12152.990000 sec): 3 clusters
  Score: Raw -730639.266489 + Penalty 2846.330785 = -727792.935704
  nChanged 90
		SP:Iteration 29Q (12153.010000 sec): 3 clusters
  Score: Raw -730695.309622 + Penalty 2846.330785 = -727848.978837
  nChanged 84
		SP:Iteration 30Q (12153.020000 sec): 3 clusters
  Score: Raw -730741.394115 + Penalty 2846.330785 = -727895.063330
  nChanged 72
		SP:Iteration 31Q (12153.040000 sec): 3 clusters
  Score: Raw -730777.448536 + Penalty 2846.330785 = -727931.117751
  nChanged 69
		SP:Iteration 32Q (12153.060000 sec): 3 clusters
  Score: Raw -730812.716266 + Penalty 2846.330785 = -727966.385481
  nChanged 61
		SP:Iteration 33Q (12153.070000 sec): 3 clusters
  Score: Raw -730842.493029 + Penalty 2846.330785 = -727996.162244
  nChanged 50
		SP:Iteration 34Q (12153.090000 sec): 3 clusters
  Score: Raw -730866.348896 + Penalty 2846.330785 = -728020.018111
  nChanged 37
		SP:Iteration 35Q (12153.100000 sec): 3 clusters
  Score: Raw -730886.936916 + Penalty 2846.330785 = -728040.606131
  nChanged 34
		SP:Iteration 36Q (12153.120000 sec): 3 clusters
  Score: Raw -730901.198434 + Penalty 2846.330785 = -728054.867649
  nChanged 33
		SP:Iteration 37Q (12153.130000 sec): 3 clusters
  Score: Raw -730917.033825 + Penalty 2846.330785 = -728070.703040
  nChanged 19
		SP:Iteration 38Q (12153.150000 sec): 3 clusters
  Score: Raw -730924.824309 + Penalty 2846.330785 = -728078.493524
  nChanged 20
		SP:Iteration 39Q (12153.160000 sec): 3 clusters
  Score: Raw -730934.214268 + Penalty 2846.330785 = -728087.883483
  nChanged 17
		SP:Iteration 40F (12153.180000 sec): 3 clusters
  Score: Raw -730941.870227 + Penalty 2846.330785 = -728095.539442
  nChanged 18
		SP:Iteration 41Q (12153.200000 sec): 3 clusters
  Score: Raw -730951.133478 + Penalty 2846.330785 = -728104.802693
  nChanged 11
		SP:Iteration 42Q (12153.210000 sec): 3 clusters
  Score: Raw -730955.489119 + Penalty 2846.330785 = -728109.158334
  nChanged 11
		SP:Iteration 43Q (12153.230000 sec): 3 clusters
  Score: Raw -730959.824067 + Penalty 2846.330785 = -728113.493282
  nChanged 10
		SP:Iteration 44Q (12153.240000 sec): 3 clusters
  Score: Raw -730964.030951 + Penalty 2846.330785 = -728117.700167
  nChanged 8
		SP:Iteration 45Q (12153.260000 sec): 3 clusters
  Score: Raw -730966.697861 + Penalty 2846.330785 = -728120.367076
  nChanged 7
		SP:Iteration 46Q (12153.270000 sec): 3 clusters
  Score: Raw -730969.702321 + Penalty 2846.330785 = -728123.371536
  nChanged 3
		SP:Iteration 47Q (12153.290000 sec): 3 clusters
  Score: Raw -730971.791984 + Penalty 2846.330785 = -728125.461199
  nChanged 6
		SP:Iteration 48Q (12153.300000 sec): 3 clusters
  Score: Raw -730974.337201 + Penalty 2846.330785 = -728128.006417
  nChanged 7
		SP:Iteration 49Q (12153.320000 sec): 3 clusters
  Score: Raw -730978.063128 + Penalty 2846.330785 = -728131.732343
  nChanged 3
		SP:Iteration 50Q (12153.340000 sec): 3 clusters
  Score: Raw -730979.449302 + Penalty 2846.330785 = -728133.118517
  nChanged 2
		SP:Iteration 51Q (12153.350000 sec): 3 clusters
  Score: Raw -730980.753388 + Penalty 2846.330785 = -728134.422604
  nChanged 2
		SP:Iteration 52Q (12153.360000 sec): 3 clusters
  Score: Raw -730981.398017 + Penalty 2846.330785 = -728135.067233
  nChanged 1
		SP:Iteration 53Q (12153.380000 sec): 3 clusters
  Score: Raw -730982.055679 + Penalty 2846.330785 = -728135.724894
  nChanged 2
		SP:Iteration 54Q (12153.400000 sec): 3 clusters
  Score: Raw -730982.665490 + Penalty 2846.330785 = -728136.334705
  nChanged 2
		SP:Iteration 55Q (12153.410000 sec): 3 clusters
  Score: Raw -730983.271405 + Penalty 2846.330785 = -728136.940620
  nChanged 1
		SP:Iteration 56Q (12153.430000 sec): 3 clusters
  Score: Raw -730983.906359 + Penalty 2846.330785 = -728137.575575
  nChanged 0
		SP:Iteration 57F (12153.440000 sec): 3 clusters
  Score: Raw -730983.906359 + Penalty 2846.330785 = -728137.575575
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.450000 sec): 2 clusters
  Score: Raw -61081.470253 + Penalty 1019.648828 = -60061.821425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12153.450000 sec): 3 clusters
  Score: Raw -61029.310592 + Penalty 2039.297657 = -58990.012935
  nChanged 125
		SP:Iteration 1F (12153.450000 sec): 3 clusters
  Score: Raw -61179.622742 + Penalty 2039.297657 = -59140.325085
  nChanged 28
		SP:Iteration 2F (12153.450000 sec): 3 clusters
  Score: Raw -61230.535775 + Penalty 2039.297657 = -59191.238118
  nChanged 18
		SP:Iteration 3Q (12153.460000 sec): 3 clusters
  Score: Raw -61270.866395 + Penalty 2039.297657 = -59231.568738
  nChanged 8
		SP:Iteration 4Q (12153.460000 sec): 3 clusters
  Score: Raw -61282.007097 + Penalty 2039.297657 = -59242.709440
  nChanged 2
		SP:Iteration 5Q (12153.460000 sec): 3 clusters
  Score: Raw -61284.577284 + Penalty 2039.297657 = -59245.279627
  nChanged 1
		SP:Iteration 6Q (12153.460000 sec): 3 clusters
  Score: Raw -61288.154577 + Penalty 2039.297657 = -59248.856920
  nChanged 0
		SP:Iteration 7F (12153.460000 sec): 3 clusters
  Score: Raw -61288.154577 + Penalty 2039.297657 = -59248.856920
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.480000 sec): 2 clusters
  Score: Raw -545876.633641 + Penalty 1376.765814 = -544499.867827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12153.490000 sec): 3 clusters
  Score: Raw -543364.821895 + Penalty 2753.531628 = -540611.290267
  nChanged 1962
		SP:Iteration 1F (12153.500000 sec): 3 clusters
  Score: Raw -544501.912111 + Penalty 2753.531628 = -541748.380484
  nChanged 364
		SP:Iteration 2F (12153.510000 sec): 3 clusters
  Score: Raw -544728.283713 + Penalty 2753.531628 = -541974.752085
  nChanged 290
		SP:Iteration 3F (12153.520000 sec): 3 clusters
  Score: Raw -544894.768489 + Penalty 2753.531628 = -542141.236862
  nChanged 242
		SP:Iteration 4F (12153.540000 sec): 3 clusters
  Score: Raw -545037.741726 + Penalty 2753.531628 = -542284.210098
  nChanged 211
		SP:Iteration 5Q (12153.550000 sec): 3 clusters
  Score: Raw -545165.548139 + Penalty 2753.531628 = -542412.016511
  nChanged 186
		SP:Iteration 6Q (12153.560000 sec): 3 clusters
  Score: Raw -545278.383650 + Penalty 2753.531628 = -542524.852022
  nChanged 184
		SP:Iteration 7Q (12153.570000 sec): 3 clusters
  Score: Raw -545399.402859 + Penalty 2753.531628 = -542645.871232
  nChanged 192
		SP:Iteration 8Q (12153.580000 sec): 3 clusters
  Score: Raw -545543.278730 + Penalty 2753.531628 = -542789.747102
  nChanged 202
		SP:Iteration 9Q (12153.600000 sec): 3 clusters
  Score: Raw -545725.369029 + Penalty 2753.531628 = -542971.837402
  nChanged 202
		SP:Iteration 10Q (12153.610000 sec): 3 clusters
  Score: Raw -545918.872597 + Penalty 2753.531628 = -543165.340970
  nChanged 188
		SP:Iteration 11Q (12153.620000 sec): 3 clusters
  Score: Raw -546137.910448 + Penalty 2753.531628 = -543384.378820
  nChanged 184
		SP:Iteration 12Q (12153.630000 sec): 3 clusters
  Score: Raw -546342.725208 + Penalty 2753.531628 = -543589.193580
  nChanged 126
		SP:Iteration 13Q (12153.640000 sec): 3 clusters
  Score: Raw -546470.982728 + Penalty 2753.531628 = -543717.451101
  nChanged 97
		SP:Iteration 14Q (12153.650000 sec): 3 clusters
  Score: Raw -546543.456481 + Penalty 2753.531628 = -543789.924853
  nChanged 49
		SP:Iteration 15Q (12153.660000 sec): 3 clusters
  Score: Raw -546566.181736 + Penalty 2753.531628 = -543812.650108
  nChanged 32
		SP:Iteration 16Q (12153.670000 sec): 3 clusters
  Score: Raw -546577.296298 + Penalty 2753.531628 = -543823.764670
  nChanged 15
		SP:Iteration 17Q (12153.680000 sec): 3 clusters
  Score: Raw -546580.602487 + Penalty 2753.531628 = -543827.070859
  nChanged 6
		SP:Iteration 18Q (12153.690000 sec): 3 clusters
  Score: Raw -546582.612153 + Penalty 2753.531628 = -543829.080526
  nChanged 1
		SP:Iteration 19Q (12153.700000 sec): 3 clusters
  Score: Raw -546582.717477 + Penalty 2753.531628 = -543829.185849
  nChanged 0
		SP:Iteration 20F (12153.710000 sec): 3 clusters
  Score: Raw -546582.717477 + Penalty 2753.531628 = -543829.185849
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.720000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12153.720000 sec): 3 clusters
  Score: Raw -42418.796219 + Penalty 1938.997690 = -40479.798528
  nChanged 75
		SP:Iteration 1F (12153.720000 sec): 3 clusters
  Score: Raw -42545.781888 + Penalty 1938.997690 = -40606.784198
  nChanged 19
		SP:Iteration 2Q (12153.720000 sec): 3 clusters
  Score: Raw -42581.026875 + Penalty 1938.997690 = -40642.029185
  nChanged 9
		SP:Iteration 3Q (12153.720000 sec): 3 clusters
  Score: Raw -42599.094194 + Penalty 1938.997690 = -40660.096504
  nChanged 4
		SP:Iteration 4Q (12153.720000 sec): 3 clusters
  Score: Raw -42605.361837 + Penalty 1938.997690 = -40666.364146
  nChanged 0
		SP:Iteration 5F (12153.720000 sec): 3 clusters
  Score: Raw -42605.361837 + Penalty 1938.997690 = -40666.364146
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.730000 sec): 2 clusters
  Score: Raw -211803.422019 + Penalty 1237.885931 = -210565.536088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12153.740000 sec): 3 clusters
  Score: Raw -210949.714959 + Penalty 2475.771862 = -208473.943097
  nChanged 714
		SP:Iteration 1F (12153.740000 sec): 3 clusters
  Score: Raw -211490.584503 + Penalty 2475.771862 = -209014.812640
  nChanged 185
		SP:Iteration 2F (12153.750000 sec): 3 clusters
  Score: Raw -211693.256385 + Penalty 2475.771862 = -209217.484522
  nChanged 165
		SP:Iteration 3F (12153.750000 sec): 3 clusters
  Score: Raw -211898.419878 + Penalty 2475.771862 = -209422.648016
  nChanged 114
		SP:Iteration 4F (12153.760000 sec): 3 clusters
  Score: Raw -212022.078526 + Penalty 2475.771862 = -209546.306663
  nChanged 94
		SP:Iteration 5Q (12153.760000 sec): 3 clusters
  Score: Raw -212140.709234 + Penalty 2475.771862 = -209664.937372
  nChanged 100
		SP:Iteration 6Q (12153.770000 sec): 3 clusters
  Score: Raw -212285.819828 + Penalty 2475.771862 = -209810.047965
  nChanged 82
		SP:Iteration 7Q (12153.770000 sec): 3 clusters
  Score: Raw -212392.332728 + Penalty 2475.771862 = -209916.560866
  nChanged 78
		SP:Iteration 8Q (12153.780000 sec): 3 clusters
  Score: Raw -212478.745020 + Penalty 2475.771862 = -210002.973158
  nChanged 56
		SP:Iteration 9Q (12153.780000 sec): 3 clusters
  Score: Raw -212529.174591 + Penalty 2475.771862 = -210053.402729
  nChanged 42
		SP:Iteration 10Q (12153.780000 sec): 3 clusters
  Score: Raw -212571.107163 + Penalty 2475.771862 = -210095.335300
  nChanged 26
		SP:Iteration 11Q (12153.790000 sec): 3 clusters
  Score: Raw -212590.886027 + Penalty 2475.771862 = -210115.114164
  nChanged 18
		SP:Iteration 12Q (12153.790000 sec): 3 clusters
  Score: Raw -212602.725317 + Penalty 2475.771862 = -210126.953455
  nChanged 19
		SP:Iteration 13Q (12153.800000 sec): 3 clusters
  Score: Raw -212613.478635 + Penalty 2475.771862 = -210137.706772
  nChanged 10
		SP:Iteration 14Q (12153.800000 sec): 3 clusters
  Score: Raw -212620.427019 + Penalty 2475.771862 = -210144.655157
  nChanged 7
		SP:Iteration 15Q (12153.810000 sec): 3 clusters
  Score: Raw -212625.153112 + Penalty 2475.771862 = -210149.381250
  nChanged 7
		SP:Iteration 16Q (12153.810000 sec): 3 clusters
  Score: Raw -212629.020285 + Penalty 2475.771862 = -210153.248423
  nChanged 7
		SP:Iteration 17Q (12153.820000 sec): 3 clusters
  Score: Raw -212633.388437 + Penalty 2475.771862 = -210157.616575
  nChanged 9
		SP:Iteration 18Q (12153.820000 sec): 3 clusters
  Score: Raw -212638.400285 + Penalty 2475.771862 = -210162.628423
  nChanged 4
		SP:Iteration 19Q (12153.820000 sec): 3 clusters
  Score: Raw -212639.629477 + Penalty 2475.771862 = -210163.857614
  nChanged 2
		SP:Iteration 20F (12153.830000 sec): 3 clusters
  Score: Raw -212640.145554 + Penalty 2475.771862 = -210164.373691
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (2920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.840000 sec): 2 clusters
  Score: Raw -305441.554393 + Penalty 1296.642570 = -304144.911823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12153.850000 sec): 3 clusters
  Score: Raw -304074.516508 + Penalty 2593.285141 = -301481.231367
  nChanged 1110
		SP:Iteration 1F (12153.860000 sec): 3 clusters
  Score: Raw -304934.619136 + Penalty 2593.285141 = -302341.333995
  nChanged 289
		SP:Iteration 2F (12153.860000 sec): 3 clusters
  Score: Raw -305301.924129 + Penalty 2593.285141 = -302708.638988
  nChanged 264
		SP:Iteration 3F (12153.870000 sec): 3 clusters
  Score: Raw -305597.925004 + Penalty 2593.285141 = -303004.639863
  nChanged 204
		SP:Iteration 4F (12153.880000 sec): 3 clusters
  Score: Raw -305839.977446 + Penalty 2593.285141 = -303246.692305
  nChanged 186
		SP:Iteration 5F (12153.880000 sec): 3 clusters
  Score: Raw -306067.035597 + Penalty 2593.285141 = -303473.750456
  nChanged 141
		SP:Iteration 6Q (12153.890000 sec): 3 clusters
  Score: Raw -306223.375483 + Penalty 2593.285141 = -303630.090342
  nChanged 98
		SP:Iteration 7Q (12153.900000 sec): 3 clusters
  Score: Raw -306323.221950 + Penalty 2593.285141 = -303729.936809
  nChanged 79
		SP:Iteration 8Q (12153.900000 sec): 3 clusters
  Score: Raw -306387.505762 + Penalty 2593.285141 = -303794.220621
  nChanged 50
		SP:Iteration 9Q (12153.910000 sec): 3 clusters
  Score: Raw -306415.270051 + Penalty 2593.285141 = -303821.984910
  nChanged 23
		SP:Iteration 10Q (12153.920000 sec): 3 clusters
  Score: Raw -306425.937459 + Penalty 2593.285141 = -303832.652318
  nChanged 13
		SP:Iteration 11Q (12153.920000 sec): 3 clusters
  Score: Raw -306430.417470 + Penalty 2593.285141 = -303837.132329
  nChanged 1
		SP:Iteration 12Q (12153.930000 sec): 3 clusters
  Score: Raw -306430.536072 + Penalty 2593.285141 = -303837.250931
  nChanged 1
		SP:Iteration 13Q (12153.940000 sec): 3 clusters
  Score: Raw -306430.691622 + Penalty 2593.285141 = -303837.406481
  nChanged 1
		SP:Iteration 14Q (12153.940000 sec): 3 clusters
  Score: Raw -306431.320676 + Penalty 2593.285141 = -303838.035535
  nChanged 1
		SP:Iteration 15Q (12153.950000 sec): 3 clusters
  Score: Raw -306431.558165 + Penalty 2593.285141 = -303838.273024
  nChanged 0
		SP:Iteration 16F (12153.960000 sec): 3 clusters
  Score: Raw -306431.558165 + Penalty 2593.285141 = -303838.273024
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12153.970000 sec): 2 clusters
  Score: Raw -169852.477483 + Penalty 1206.135726 = -168646.341757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12153.970000 sec): 3 clusters
  Score: Raw -169202.045895 + Penalty 2412.271453 = -166789.774442
  nChanged 562
		SP:Iteration 1F (12153.980000 sec): 3 clusters
  Score: Raw -169650.768824 + Penalty 2412.271453 = -167238.497371
  nChanged 156
		SP:Iteration 2F (12153.980000 sec): 3 clusters
  Score: Raw -169845.037096 + Penalty 2412.271453 = -167432.765643
  nChanged 102
		SP:Iteration 3F (12153.980000 sec): 3 clusters
  Score: Raw -169951.318366 + Penalty 2412.271453 = -167539.046913
  nChanged 87
		SP:Iteration 4F (12153.990000 sec): 3 clusters
  Score: Raw -170052.383011 + Penalty 2412.271453 = -167640.111558
  nChanged 55
		SP:Iteration 5Q (12153.990000 sec): 3 clusters
  Score: Raw -170112.976463 + Penalty 2412.271453 = -167700.705010
  nChanged 46
		SP:Iteration 6Q (12154.000000 sec): 3 clusters
  Score: Raw -170156.520518 + Penalty 2412.271453 = -167744.249066
  nChanged 28
		SP:Iteration 7Q (12154.000000 sec): 3 clusters
  Score: Raw -170178.120525 + Penalty 2412.271453 = -167765.849072
  nChanged 29
		SP:Iteration 8Q (12154.000000 sec): 3 clusters
  Score: Raw -170199.055266 + Penalty 2412.271453 = -167786.783814
  nChanged 25
		SP:Iteration 9Q (12154.010000 sec): 3 clusters
  Score: Raw -170215.669496 + Penalty 2412.271453 = -167803.398043
  nChanged 17
		SP:Iteration 10Q (12154.010000 sec): 3 clusters
  Score: Raw -170228.602500 + Penalty 2412.271453 = -167816.331047
  nChanged 15
		SP:Iteration 11Q (12154.020000 sec): 3 clusters
  Score: Raw -170237.402683 + Penalty 2412.271453 = -167825.131230
  nChanged 15
		SP:Iteration 12Q (12154.020000 sec): 3 clusters
  Score: Raw -170245.450425 + Penalty 2412.271453 = -167833.178972
  nChanged 14
		SP:Iteration 13Q (12154.020000 sec): 3 clusters
  Score: Raw -170253.425512 + Penalty 2412.271453 = -167841.154059
  nChanged 8
		SP:Iteration 14Q (12154.030000 sec): 3 clusters
  Score: Raw -170258.673153 + Penalty 2412.271453 = -167846.401700
  nChanged 4
		SP:Iteration 15Q (12154.030000 sec): 3 clusters
  Score: Raw -170260.340879 + Penalty 2412.271453 = -167848.069426
  nChanged 5
		SP:Iteration 16Q (12154.040000 sec): 3 clusters
  Score: Raw -170261.613117 + Penalty 2412.271453 = -167849.341665
  nChanged 1
		SP:Iteration 17Q (12154.040000 sec): 3 clusters
  Score: Raw -170262.254179 + Penalty 2412.271453 = -167849.982726
  nChanged 1
		SP:Iteration 18Q (12154.040000 sec): 3 clusters
  Score: Raw -170262.531729 + Penalty 2412.271453 = -167850.260276
  nChanged 0
		SP:Iteration 19F (12154.050000 sec): 3 clusters
  Score: Raw -170262.531729 + Penalty 2412.271453 = -167850.260276
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12154.240000 sec): 2 clusters
  Score: Raw -7072935.786117 + Penalty 1786.836038 = -7071148.950079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12154.400000 sec): 3 clusters
  Score: Raw -7034747.178179 + Penalty 3573.672077 = -7031173.506102
  nChanged 28083
		SP:Iteration 1F (12154.560000 sec): 3 clusters
  Score: Raw -7050952.608376 + Penalty 3573.672077 = -7047378.936300
  nChanged 2096
		SP:Iteration 2Q (12154.720000 sec): 3 clusters
  Score: Raw -7051485.871786 + Penalty 3573.672077 = -7047912.199710
  nChanged 2235
		SP:Iteration 3Q (12154.880000 sec): 3 clusters
  Score: Raw -7052152.286327 + Penalty 3573.672077 = -7048578.614251
  nChanged 2598
		SP:Iteration 4Q (12155.050000 sec): 3 clusters
  Score: Raw -7053158.070825 + Penalty 3573.672077 = -7049584.398749
  nChanged 3204
		SP:Iteration 5F (12155.210000 sec): 3 clusters
  Score: Raw -7054806.429170 + Penalty 3573.672077 = -7051232.757093
  nChanged 4135
		SP:Iteration 6F (12155.360000 sec): 3 clusters
  Score: Raw -7057629.651252 + Penalty 3573.672077 = -7054055.979176
  nChanged 4886
		SP:Iteration 7F (12155.520000 sec): 3 clusters
  Score: Raw -7061722.852280 + Penalty 3573.672077 = -7058149.180204
  nChanged 4777
		SP:Iteration 8F (12155.680000 sec): 3 clusters
  Score: Raw -7066200.812998 + Penalty 3573.672077 = -7062627.140921
  nChanged 3651
		SP:Iteration 9F (12155.840000 sec): 3 clusters
  Score: Raw -7069762.791496 + Penalty 3573.672077 = -7066189.119419
  nChanged 2072
		SP:Iteration 10Q (12155.990000 sec): 3 clusters
  Score: Raw -7071753.271549 + Penalty 3573.672077 = -7068179.599472
  nChanged 896
		SP:Iteration 11Q (12156.120000 sec): 3 clusters
  Score: Raw -7072612.267528 + Penalty 3573.672077 = -7069038.595451
  nChanged 278
		SP:Iteration 12Q (12156.240000 sec): 3 clusters
  Score: Raw -7072914.758971 + Penalty 3573.672077 = -7069341.086895
  nChanged 88
		SP:Iteration 13Q (12156.360000 sec): 3 clusters
  Score: Raw -7073038.041763 + Penalty 3573.672077 = -7069464.369686
  nChanged 43
		SP:Iteration 14Q (12156.470000 sec): 3 clusters
  Score: Raw -7073094.717941 + Penalty 3573.672077 = -7069521.045864
  nChanged 18
		SP:Iteration 15Q (12156.580000 sec): 3 clusters
  Score: Raw -7073123.076847 + Penalty 3573.672077 = -7069549.404770
  nChanged 7
		SP:Iteration 16Q (12156.690000 sec): 3 clusters
  Score: Raw -7073134.624830 + Penalty 3573.672077 = -7069560.952753
  nChanged 4
		SP:Iteration 17Q (12156.800000 sec): 3 clusters
  Score: Raw -7073139.783397 + Penalty 3573.672077 = -7069566.111320
  nChanged 3
		SP:Iteration 18Q (12156.910000 sec): 3 clusters
  Score: Raw -7073142.474129 + Penalty 3573.672077 = -7069568.802052
  nChanged 1
		SP:Iteration 19Q (12157.020000 sec): 3 clusters
  Score: Raw -7073143.429265 + Penalty 3573.672077 = -7069569.757188
  nChanged 0
		SP:Iteration 20F (12157.180000 sec): 3 clusters
  Score: Raw -7073143.429265 + Penalty 3573.672077 = -7069569.757188
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12157.220000 sec): 2 clusters
  Score: Raw -330696.520793 + Penalty 1293.211919 = -329403.308875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12157.230000 sec): 3 clusters
  Score: Raw -329380.198907 + Penalty 2586.423838 = -326793.775070
  nChanged 1049
		SP:Iteration 1F (12157.230000 sec): 3 clusters
  Score: Raw -329990.015644 + Penalty 2586.423838 = -327403.591807
  nChanged 210
		SP:Iteration 2F (12157.240000 sec): 3 clusters
  Score: Raw -330109.209150 + Penalty 2586.423838 = -327522.785313
  nChanged 111
		SP:Iteration 3Q (12157.250000 sec): 3 clusters
  Score: Raw -330178.385096 + Penalty 2586.423838 = -327591.961259
  nChanged 102
		SP:Iteration 4Q (12157.260000 sec): 3 clusters
  Score: Raw -330233.092921 + Penalty 2586.423838 = -327646.669083
  nChanged 82
		SP:Iteration 5Q (12157.270000 sec): 3 clusters
  Score: Raw -330278.257953 + Penalty 2586.423838 = -327691.834115
  nChanged 71
		SP:Iteration 6Q (12157.270000 sec): 3 clusters
  Score: Raw -330322.221116 + Penalty 2586.423838 = -327735.797278
  nChanged 58
		SP:Iteration 7Q (12157.280000 sec): 3 clusters
  Score: Raw -330351.631791 + Penalty 2586.423838 = -327765.207954
  nChanged 50
		SP:Iteration 8Q (12157.290000 sec): 3 clusters
  Score: Raw -330372.685046 + Penalty 2586.423838 = -327786.261209
  nChanged 29
		SP:Iteration 9Q (12157.290000 sec): 3 clusters
  Score: Raw -330388.379626 + Penalty 2586.423838 = -327801.955789
  nChanged 42
		SP:Iteration 10Q (12157.300000 sec): 3 clusters
  Score: Raw -330413.501814 + Penalty 2586.423838 = -327827.077976
  nChanged 51
		SP:Iteration 11Q (12157.310000 sec): 3 clusters
  Score: Raw -330439.155963 + Penalty 2586.423838 = -327852.732125
  nChanged 39
		SP:Iteration 12Q (12157.310000 sec): 3 clusters
  Score: Raw -330462.002967 + Penalty 2586.423838 = -327875.579130
  nChanged 43
		SP:Iteration 13Q (12157.320000 sec): 3 clusters
  Score: Raw -330484.538013 + Penalty 2586.423838 = -327898.114176
  nChanged 50
		SP:Iteration 14Q (12157.330000 sec): 3 clusters
  Score: Raw -330513.464438 + Penalty 2586.423838 = -327927.040600
  nChanged 50
		SP:Iteration 15Q (12157.330000 sec): 3 clusters
  Score: Raw -330547.786447 + Penalty 2586.423838 = -327961.362610
  nChanged 48
		SP:Iteration 16Q (12157.340000 sec): 3 clusters
  Score: Raw -330569.787119 + Penalty 2586.423838 = -327983.363281
  nChanged 46
		SP:Iteration 17Q (12157.350000 sec): 3 clusters
  Score: Raw -330598.166385 + Penalty 2586.423838 = -328011.742548
  nChanged 43
		SP:Iteration 18Q (12157.350000 sec): 3 clusters
  Score: Raw -330623.307803 + Penalty 2586.423838 = -328036.883965
  nChanged 37
		SP:Iteration 19Q (12157.360000 sec): 3 clusters
  Score: Raw -330652.299732 + Penalty 2586.423838 = -328065.875894
  nChanged 48
		SP:Iteration 20F (12157.370000 sec): 3 clusters
  Score: Raw -330685.746554 + Penalty 2586.423838 = -328099.322717
  nChanged 49
		SP:Iteration 21Q (12157.370000 sec): 3 clusters
  Score: Raw -330720.450942 + Penalty 2586.423838 = -328134.027105
  nChanged 43
		SP:Iteration 22Q (12157.380000 sec): 3 clusters
  Score: Raw -330749.264576 + Penalty 2586.423838 = -328162.840738
  nChanged 41
		SP:Iteration 23Q (12157.390000 sec): 3 clusters
  Score: Raw -330780.936534 + Penalty 2586.423838 = -328194.512696
  nChanged 40
		SP:Iteration 24Q (12157.390000 sec): 3 clusters
  Score: Raw -330811.419766 + Penalty 2586.423838 = -328224.995928
  nChanged 34
		SP:Iteration 25Q (12157.400000 sec): 3 clusters
  Score: Raw -330837.997766 + Penalty 2586.423838 = -328251.573929
  nChanged 21
		SP:Iteration 26Q (12157.410000 sec): 3 clusters
  Score: Raw -330851.407283 + Penalty 2586.423838 = -328264.983446
  nChanged 14
		SP:Iteration 27Q (12157.410000 sec): 3 clusters
  Score: Raw -330858.715817 + Penalty 2586.423838 = -328272.291980
  nChanged 14
		SP:Iteration 28Q (12157.420000 sec): 3 clusters
  Score: Raw -330867.219353 + Penalty 2586.423838 = -328280.795516
  nChanged 7
		SP:Iteration 29Q (12157.430000 sec): 3 clusters
  Score: Raw -330870.797810 + Penalty 2586.423838 = -328284.373972
  nChanged 10
		SP:Iteration 30Q (12157.430000 sec): 3 clusters
  Score: Raw -330875.376688 + Penalty 2586.423838 = -328288.952850
  nChanged 7
		SP:Iteration 31Q (12157.440000 sec): 3 clusters
  Score: Raw -330881.448741 + Penalty 2586.423838 = -328295.024904
  nChanged 9
		SP:Iteration 32Q (12157.450000 sec): 3 clusters
  Score: Raw -330889.907506 + Penalty 2586.423838 = -328303.483669
  nChanged 11
		SP:Iteration 33Q (12157.450000 sec): 3 clusters
  Score: Raw -330899.099419 + Penalty 2586.423838 = -328312.675581
  nChanged 10
		SP:Iteration 34Q (12157.460000 sec): 3 clusters
  Score: Raw -330906.675929 + Penalty 2586.423838 = -328320.252092
  nChanged 8
		SP:Iteration 35Q (12157.460000 sec): 3 clusters
  Score: Raw -330911.818867 + Penalty 2586.423838 = -328325.395029
  nChanged 12
		SP:Iteration 36Q (12157.470000 sec): 3 clusters
  Score: Raw -330918.433668 + Penalty 2586.423838 = -328332.009831
  nChanged 11
		SP:Iteration 37Q (12157.470000 sec): 3 clusters
  Score: Raw -330924.584927 + Penalty 2586.423838 = -328338.161089
  nChanged 13
		SP:Iteration 38Q (12157.480000 sec): 3 clusters
  Score: Raw -330931.681087 + Penalty 2586.423838 = -328345.257250
  nChanged 5
		SP:Iteration 39Q (12157.490000 sec): 3 clusters
  Score: Raw -330933.644576 + Penalty 2586.423838 = -328347.220738
  nChanged 2
		SP:Iteration 40F (12157.490000 sec): 3 clusters
  Score: Raw -330934.369013 + Penalty 2586.423838 = -328347.945175
  nChanged 1
		SP:Iteration 41Q (12157.500000 sec): 3 clusters
  Score: Raw -330934.732331 + Penalty 2586.423838 = -328348.308493
  nChanged 2
		SP:Iteration 42Q (12157.510000 sec): 3 clusters
  Score: Raw -330936.041306 + Penalty 2586.423838 = -328349.617468
  nChanged 3
		SP:Iteration 43Q (12157.510000 sec): 3 clusters
  Score: Raw -330936.905458 + Penalty 2586.423838 = -328350.481621
  nChanged 1
		SP:Iteration 44Q (12157.520000 sec): 3 clusters
  Score: Raw -330937.153272 + Penalty 2586.423838 = -328350.729434
  nChanged 0
		SP:Iteration 45F (12157.530000 sec): 3 clusters
  Score: Raw -330937.153272 + Penalty 2586.423838 = -328350.729434
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12157.570000 sec): 2 clusters
  Score: Raw -1384465.209474 + Penalty 1535.456568 = -1382929.752907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12157.610000 sec): 3 clusters
  Score: Raw -1377081.618060 + Penalty 3070.913136 = -1374010.704924
  nChanged 5614
		SP:Iteration 1F (12157.640000 sec): 3 clusters
  Score: Raw -1380224.315840 + Penalty 3070.913136 = -1377153.402705
  nChanged 838
		SP:Iteration 2F (12157.670000 sec): 3 clusters
  Score: Raw -1380699.520399 + Penalty 3070.913136 = -1377628.607264
  nChanged 782
		SP:Iteration 3F (12157.700000 sec): 3 clusters
  Score: Raw -1381175.822270 + Penalty 3070.913136 = -1378104.909134
  nChanged 756
		SP:Iteration 4F (12157.730000 sec): 3 clusters
  Score: Raw -1381690.052312 + Penalty 3070.913136 = -1378619.139177
  nChanged 742
		SP:Iteration 5F (12157.770000 sec): 3 clusters
  Score: Raw -1382204.680219 + Penalty 3070.913136 = -1379133.767083
  nChanged 716
		SP:Iteration 6F (12157.800000 sec): 3 clusters
  Score: Raw -1382762.801105 + Penalty 3070.913136 = -1379691.887969
  nChanged 679
		SP:Iteration 7F (12157.830000 sec): 3 clusters
  Score: Raw -1383336.181355 + Penalty 3070.913136 = -1380265.268219
  nChanged 588
		SP:Iteration 8Q (12157.860000 sec): 3 clusters
  Score: Raw -1383816.541977 + Penalty 3070.913136 = -1380745.628842
  nChanged 462
		SP:Iteration 9Q (12157.890000 sec): 3 clusters
  Score: Raw -1384186.868312 + Penalty 3070.913136 = -1381115.955177
  nChanged 335
		SP:Iteration 10Q (12157.920000 sec): 3 clusters
  Score: Raw -1384450.361732 + Penalty 3070.913136 = -1381379.448597
  nChanged 234
		SP:Iteration 11Q (12157.950000 sec): 3 clusters
  Score: Raw -1384611.595861 + Penalty 3070.913136 = -1381540.682725
  nChanged 156
		SP:Iteration 12Q (12157.980000 sec): 3 clusters
  Score: Raw -1384720.222919 + Penalty 3070.913136 = -1381649.309783
  nChanged 156
		SP:Iteration 13Q (12158.010000 sec): 3 clusters
  Score: Raw -1384836.411243 + Penalty 3070.913136 = -1381765.498107
  nChanged 110
		SP:Iteration 14Q (12158.030000 sec): 3 clusters
  Score: Raw -1384906.611077 + Penalty 3070.913136 = -1381835.697942
  nChanged 77
		SP:Iteration 15Q (12158.060000 sec): 3 clusters
  Score: Raw -1384957.176792 + Penalty 3070.913136 = -1381886.263657
  nChanged 64
		SP:Iteration 16Q (12158.080000 sec): 3 clusters
  Score: Raw -1385004.023570 + Penalty 3070.913136 = -1381933.110434
  nChanged 35
		SP:Iteration 17Q (12158.110000 sec): 3 clusters
  Score: Raw -1385028.699193 + Penalty 3070.913136 = -1381957.786058
  nChanged 38
		SP:Iteration 18Q (12158.130000 sec): 3 clusters
  Score: Raw -1385057.848257 + Penalty 3070.913136 = -1381986.935122
  nChanged 29
		SP:Iteration 19Q (12158.160000 sec): 3 clusters
  Score: Raw -1385075.472984 + Penalty 3070.913136 = -1382004.559849
  nChanged 23
		SP:Iteration 20F (12158.190000 sec): 3 clusters
  Score: Raw -1385087.374127 + Penalty 3070.913136 = -1382016.460992
  nChanged 21
		SP:Iteration 21Q (12158.210000 sec): 3 clusters
  Score: Raw -1385099.042311 + Penalty 3070.913136 = -1382028.129176
  nChanged 12
		SP:Iteration 22Q (12158.240000 sec): 3 clusters
  Score: Raw -1385109.505137 + Penalty 3070.913136 = -1382038.592002
  nChanged 18
		SP:Iteration 23Q (12158.270000 sec): 3 clusters
  Score: Raw -1385127.928984 + Penalty 3070.913136 = -1382057.015848
  nChanged 22
		SP:Iteration 24Q (12158.290000 sec): 3 clusters
  Score: Raw -1385147.954632 + Penalty 3070.913136 = -1382077.041497
  nChanged 19
		SP:Iteration 25Q (12158.310000 sec): 3 clusters
  Score: Raw -1385163.028056 + Penalty 3070.913136 = -1382092.114920
  nChanged 12
		SP:Iteration 26Q (12158.340000 sec): 3 clusters
  Score: Raw -1385168.046865 + Penalty 3070.913136 = -1382097.133729
  nChanged 5
		SP:Iteration 27Q (12158.360000 sec): 3 clusters
  Score: Raw -1385170.259147 + Penalty 3070.913136 = -1382099.346012
  nChanged 4
		SP:Iteration 28Q (12158.390000 sec): 3 clusters
  Score: Raw -1385171.726853 + Penalty 3070.913136 = -1382100.813718
  nChanged 3
		SP:Iteration 29Q (12158.410000 sec): 3 clusters
  Score: Raw -1385172.446909 + Penalty 3070.913136 = -1382101.533773
  nChanged 1
		SP:Iteration 30Q (12158.430000 sec): 3 clusters
  Score: Raw -1385172.731974 + Penalty 3070.913136 = -1382101.818839
  nChanged 1
		SP:Iteration 31Q (12158.460000 sec): 3 clusters
  Score: Raw -1385172.949280 + Penalty 3070.913136 = -1382102.036144
  nChanged 0
		SP:Iteration 32F (12158.490000 sec): 3 clusters
  Score: Raw -1385172.949280 + Penalty 3070.913136 = -1382102.036144
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12158.510000 sec): 2 clusters
  Score: Raw -130492.469449 + Penalty 1162.878704 = -129329.590745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12158.510000 sec): 3 clusters
  Score: Raw -130033.659806 + Penalty 2325.757407 = -127707.902399
  nChanged 418
		SP:Iteration 1F (12158.510000 sec): 3 clusters
  Score: Raw -130399.100734 + Penalty 2325.757407 = -128073.343327
  nChanged 107
		SP:Iteration 2F (12158.510000 sec): 3 clusters
  Score: Raw -130518.334520 + Penalty 2325.757407 = -128192.577113
  nChanged 56
		SP:Iteration 3Q (12158.520000 sec): 3 clusters
  Score: Raw -130588.054139 + Penalty 2325.757407 = -128262.296732
  nChanged 49
		SP:Iteration 4Q (12158.520000 sec): 3 clusters
  Score: Raw -130649.832121 + Penalty 2325.757407 = -128324.074714
  nChanged 36
		SP:Iteration 5Q (12158.520000 sec): 3 clusters
  Score: Raw -130690.547091 + Penalty 2325.757407 = -128364.789684
  nChanged 23
		SP:Iteration 6Q (12158.530000 sec): 3 clusters
  Score: Raw -130715.982242 + Penalty 2325.757407 = -128390.224835
  nChanged 27
		SP:Iteration 7Q (12158.530000 sec): 3 clusters
  Score: Raw -130744.956024 + Penalty 2325.757407 = -128419.198617
  nChanged 35
		SP:Iteration 8Q (12158.530000 sec): 3 clusters
  Score: Raw -130800.152624 + Penalty 2325.757407 = -128474.395217
  nChanged 32
		SP:Iteration 9Q (12158.530000 sec): 3 clusters
  Score: Raw -130856.772366 + Penalty 2325.757407 = -128531.014959
  nChanged 31
		SP:Iteration 10Q (12158.540000 sec): 3 clusters
  Score: Raw -130906.943888 + Penalty 2325.757407 = -128581.186481
  nChanged 32
		SP:Iteration 11Q (12158.540000 sec): 3 clusters
  Score: Raw -130962.617712 + Penalty 2325.757407 = -128636.860304
  nChanged 30
		SP:Iteration 12Q (12158.550000 sec): 3 clusters
  Score: Raw -131030.409959 + Penalty 2325.757407 = -128704.652552
  nChanged 27
		SP:Iteration 13Q (12158.550000 sec): 3 clusters
  Score: Raw -131102.363654 + Penalty 2325.757407 = -128776.606247
  nChanged 36
		SP:Iteration 14Q (12158.550000 sec): 3 clusters
  Score: Raw -131241.515446 + Penalty 2325.757407 = -128915.758039
  nChanged 35
		SP:Iteration 15Q (12158.550000 sec): 3 clusters
  Score: Raw -131334.605717 + Penalty 2325.757407 = -129008.848310
  nChanged 23
		SP:Iteration 16Q (12158.550000 sec): 3 clusters
  Score: Raw -131367.814200 + Penalty 2325.757407 = -129042.056793
  nChanged 25
		SP:Iteration 17Q (12158.560000 sec): 3 clusters
  Score: Raw -131400.136462 + Penalty 2325.757407 = -129074.379054
  nChanged 16
		SP:Iteration 18Q (12158.560000 sec): 3 clusters
  Score: Raw -131420.619213 + Penalty 2325.757407 = -129094.861806
  nChanged 11
		SP:Iteration 19Q (12158.560000 sec): 3 clusters
  Score: Raw -131441.266903 + Penalty 2325.757407 = -129115.509496
  nChanged 13
		SP:Iteration 20F (12158.570000 sec): 3 clusters
  Score: Raw -131475.851765 + Penalty 2325.757407 = -129150.094358
  nChanged 7
		SP:Iteration 21Q (12158.570000 sec): 3 clusters
  Score: Raw -131486.140475 + Penalty 2325.757407 = -129160.383068
  nChanged 4
		SP:Iteration 22Q (12158.570000 sec): 3 clusters
  Score: Raw -131489.671460 + Penalty 2325.757407 = -129163.914052
  nChanged 1
		SP:Iteration 23Q (12158.570000 sec): 3 clusters
  Score: Raw -131491.194810 + Penalty 2325.757407 = -129165.437403
  nChanged 2
		SP:Iteration 24Q (12158.580000 sec): 3 clusters
  Score: Raw -131492.948072 + Penalty 2325.757407 = -129167.190665
  nChanged 1
		SP:Iteration 25Q (12158.580000 sec): 3 clusters
  Score: Raw -131493.509528 + Penalty 2325.757407 = -129167.752120
  nChanged 0
		SP:Iteration 26F (12158.580000 sec): 3 clusters
  Score: Raw -131493.509528 + Penalty 2325.757407 = -129167.752120
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12158.590000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12158.590000 sec): 3 clusters
  Score: Raw -69581.161177 + Penalty 2094.342658 = -67486.818518
  nChanged 158
		SP:Iteration 1F (12158.590000 sec): 3 clusters
  Score: Raw -69770.590720 + Penalty 2094.342658 = -67676.248062
  nChanged 41
		SP:Iteration 2F (12158.590000 sec): 3 clusters
  Score: Raw -69843.142120 + Penalty 2094.342658 = -67748.799462
  nChanged 20
		SP:Iteration 3Q (12158.590000 sec): 3 clusters
  Score: Raw -69877.089442 + Penalty 2094.342658 = -67782.746784
  nChanged 20
		SP:Iteration 4Q (12158.600000 sec): 3 clusters
  Score: Raw -69920.920882 + Penalty 2094.342658 = -67826.578224
  nChanged 14
		SP:Iteration 5Q (12158.600000 sec): 3 clusters
  Score: Raw -69940.507556 + Penalty 2094.342658 = -67846.164898
  nChanged 15
		SP:Iteration 6Q (12158.600000 sec): 3 clusters
  Score: Raw -69960.165221 + Penalty 2094.342658 = -67865.822563
  nChanged 7
		SP:Iteration 7Q (12158.600000 sec): 3 clusters
  Score: Raw -69973.712588 + Penalty 2094.342658 = -67879.369930
  nChanged 5
		SP:Iteration 8Q (12158.600000 sec): 3 clusters
  Score: Raw -69987.208220 + Penalty 2094.342658 = -67892.865562
  nChanged 6
		SP:Iteration 9Q (12158.610000 sec): 3 clusters
  Score: Raw -70007.985265 + Penalty 2094.342658 = -67913.642606
  nChanged 10
		SP:Iteration 10Q (12158.610000 sec): 3 clusters
  Score: Raw -70026.276519 + Penalty 2094.342658 = -67931.933860
  nChanged 10
		SP:Iteration 11Q (12158.610000 sec): 3 clusters
  Score: Raw -70043.965360 + Penalty 2094.342658 = -67949.622701
  nChanged 9
		SP:Iteration 12Q (12158.610000 sec): 3 clusters
  Score: Raw -70062.225668 + Penalty 2094.342658 = -67967.883009
  nChanged 7
		SP:Iteration 13Q (12158.610000 sec): 3 clusters
  Score: Raw -70071.220175 + Penalty 2094.342658 = -67976.877517
  nChanged 4
		SP:Iteration 14Q (12158.610000 sec): 3 clusters
  Score: Raw -70076.060797 + Penalty 2094.342658 = -67981.718138
  nChanged 4
		SP:Iteration 15Q (12158.610000 sec): 3 clusters
  Score: Raw -70080.352562 + Penalty 2094.342658 = -67986.009903
  nChanged 2
		SP:Iteration 16Q (12158.610000 sec): 3 clusters
  Score: Raw -70081.452398 + Penalty 2094.342658 = -67987.109740
  nChanged 0
		SP:Iteration 17F (12158.620000 sec): 3 clusters
  Score: Raw -70081.452398 + Penalty 2094.342658 = -67987.109740
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12160.090000 sec): 2 clusters
  Score: Raw -58063219.564187 + Penalty 2131.330566 = -58061088.233620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12161.430000 sec): 3 clusters
  Score: Raw -57728589.591609 + Penalty 4262.661133 = -57724326.930477
  nChanged 243589
		SP:Iteration 1F (12162.770000 sec): 3 clusters
  Score: Raw -57878399.724934 + Penalty 4262.661133 = -57874137.063801
  nChanged 15541
		SP:Iteration 2Q (12164.130000 sec): 3 clusters
  Score: Raw -57882667.184939 + Penalty 4262.661133 = -57878404.523806
  nChanged 17703
		SP:Iteration 3Q (12165.510000 sec): 3 clusters
  Score: Raw -57888629.625493 + Penalty 4262.661133 = -57884366.964360
  nChanged 20138
		SP:Iteration 4Q (12166.870000 sec): 3 clusters
  Score: Raw -57896888.879938 + Penalty 4262.661133 = -57892626.218805
  nChanged 23321
		SP:Iteration 5Q (12168.230000 sec): 3 clusters
  Score: Raw -57908609.752232 + Penalty 4262.661133 = -57904347.091099
  nChanged 27378
		SP:Iteration 6F (12169.550000 sec): 3 clusters
  Score: Raw -57925061.115239 + Penalty 4262.661133 = -57920798.454106
  nChanged 31326
		SP:Iteration 7F (12170.880000 sec): 3 clusters
  Score: Raw -57946741.274485 + Penalty 4262.661133 = -57942478.613352
  nChanged 32753
		SP:Iteration 8F (12172.200000 sec): 3 clusters
  Score: Raw -57971283.110159 + Penalty 4262.661133 = -57967020.449026
  nChanged 30081
		SP:Iteration 9F (12173.510000 sec): 3 clusters
  Score: Raw -57994411.464257 + Penalty 4262.661133 = -57990148.803124
  nChanged 24630
		SP:Iteration 10Q (12174.780000 sec): 3 clusters
  Score: Raw -58013285.673750 + Penalty 4262.661133 = -58009023.012618
  nChanged 19105
		SP:Iteration 11Q (12175.980000 sec): 3 clusters
  Score: Raw -58027760.481943 + Penalty 4262.661133 = -58023497.820811
  nChanged 14699
		SP:Iteration 12Q (12177.120000 sec): 3 clusters
  Score: Raw -58038871.773212 + Penalty 4262.661133 = -58034609.112079
  nChanged 11280
		SP:Iteration 13Q (12178.200000 sec): 3 clusters
  Score: Raw -58047432.882139 + Penalty 4262.661133 = -58043170.221007
  nChanged 8243
		SP:Iteration 14Q (12179.230000 sec): 3 clusters
  Score: Raw -58053726.925076 + Penalty 4262.661133 = -58049464.263943
  nChanged 5785
		SP:Iteration 15Q (12180.250000 sec): 3 clusters
  Score: Raw -58058151.332688 + Penalty 4262.661133 = -58053888.671556
  nChanged 3561
		SP:Iteration 16Q (12181.220000 sec): 3 clusters
  Score: Raw -58060800.983507 + Penalty 4262.661133 = -58056538.322374
  nChanged 1912
		SP:Iteration 17Q (12182.190000 sec): 3 clusters
  Score: Raw -58062186.052990 + Penalty 4262.661133 = -58057923.391857
  nChanged 937
		SP:Iteration 18Q (12183.140000 sec): 3 clusters
  Score: Raw -58062839.596287 + Penalty 4262.661133 = -58058576.935155
  nChanged 435
		SP:Iteration 19Q (12184.080000 sec): 3 clusters
  Score: Raw -58063136.727932 + Penalty 4262.661133 = -58058874.066799
  nChanged 220
		SP:Iteration 20F (12185.400000 sec): 3 clusters
  Score: Raw -58063285.247708 + Penalty 4262.661133 = -58059022.586575
  nChanged 126
		SP:Iteration 21Q (12186.340000 sec): 3 clusters
  Score: Raw -58063359.821689 + Penalty 4262.661133 = -58059097.160557
  nChanged 73
		SP:Iteration 22Q (12187.270000 sec): 3 clusters
  Score: Raw -58063402.830793 + Penalty 4262.661133 = -58059140.169660
  nChanged 51
		SP:Iteration 23Q (12188.200000 sec): 3 clusters
  Score: Raw -58063437.753333 + Penalty 4262.661133 = -58059175.092200
  nChanged 47
		SP:Iteration 24Q (12189.140000 sec): 3 clusters
  Score: Raw -58063470.085302 + Penalty 4262.661133 = -58059207.424169
  nChanged 39
		SP:Iteration 25Q (12190.060000 sec): 3 clusters
  Score: Raw -58063496.697860 + Penalty 4262.661133 = -58059234.036727
  nChanged 25
		SP:Iteration 26Q (12191.010000 sec): 3 clusters
  Score: Raw -58063508.896999 + Penalty 4262.661133 = -58059246.235866
  nChanged 11
		SP:Iteration 27Q (12191.940000 sec): 3 clusters
  Score: Raw -58063515.733197 + Penalty 4262.661133 = -58059253.072064
  nChanged 6
		SP:Iteration 28Q (12192.870000 sec): 3 clusters
  Score: Raw -58063518.569374 + Penalty 4262.661133 = -58059255.908241
  nChanged 2
		SP:Iteration 29Q (12193.800000 sec): 3 clusters
  Score: Raw -58063520.465666 + Penalty 4262.661133 = -58059257.804533
  nChanged 4
		SP:Iteration 30Q (12194.740000 sec): 3 clusters
  Score: Raw -58063522.082878 + Penalty 4262.661133 = -58059259.421745
  nChanged 3
		SP:Iteration 31Q (12195.660000 sec): 3 clusters
  Score: Raw -58063524.247979 + Penalty 4262.661133 = -58059261.586846
  nChanged 3
		SP:Iteration 32Q (12196.590000 sec): 3 clusters
  Score: Raw -58063525.343463 + Penalty 4262.661133 = -58059262.682330
  nChanged 2
		SP:Iteration 33Q (12197.530000 sec): 3 clusters
  Score: Raw -58063526.136941 + Penalty 4262.661133 = -58059263.475808
  nChanged 0
		SP:Iteration 34F (12198.830000 sec): 3 clusters
  Score: Raw -58063526.136941 + Penalty 4262.661133 = -58059263.475808
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12199.110000 sec): 2 clusters
  Score: Raw -827104.773798 + Penalty 1444.467793 = -825660.306006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12199.130000 sec): 3 clusters
  Score: Raw -823087.547197 + Penalty 2888.935586 = -820198.611611
  nChanged 3075
		SP:Iteration 1F (12199.140000 sec): 3 clusters
  Score: Raw -824738.302614 + Penalty 2888.935586 = -821849.367028
  nChanged 476
		SP:Iteration 2F (12199.160000 sec): 3 clusters
  Score: Raw -824999.639417 + Penalty 2888.935586 = -822110.703832
  nChanged 443
		SP:Iteration 3F (12199.180000 sec): 3 clusters
  Score: Raw -825240.681642 + Penalty 2888.935586 = -822351.746057
  nChanged 378
		SP:Iteration 4F (12199.200000 sec): 3 clusters
  Score: Raw -825441.013134 + Penalty 2888.935586 = -822552.077548
  nChanged 362
		SP:Iteration 5Q (12199.220000 sec): 3 clusters
  Score: Raw -825651.636686 + Penalty 2888.935586 = -822762.701100
  nChanged 324
		SP:Iteration 6Q (12199.240000 sec): 3 clusters
  Score: Raw -825839.231695 + Penalty 2888.935586 = -822950.296109
  nChanged 345
		SP:Iteration 7Q (12199.260000 sec): 3 clusters
  Score: Raw -826041.996889 + Penalty 2888.935586 = -823153.061303
  nChanged 318
		SP:Iteration 8Q (12199.270000 sec): 3 clusters
  Score: Raw -826245.119936 + Penalty 2888.935586 = -823356.184350
  nChanged 309
		SP:Iteration 9Q (12199.290000 sec): 3 clusters
  Score: Raw -826432.349030 + Penalty 2888.935586 = -823543.413444
  nChanged 270
		SP:Iteration 10Q (12199.310000 sec): 3 clusters
  Score: Raw -826584.848253 + Penalty 2888.935586 = -823695.912668
  nChanged 242
		SP:Iteration 11Q (12199.320000 sec): 3 clusters
  Score: Raw -826711.678662 + Penalty 2888.935586 = -823822.743076
  nChanged 228
		SP:Iteration 12Q (12199.340000 sec): 3 clusters
  Score: Raw -826836.478515 + Penalty 2888.935586 = -823947.542929
  nChanged 194
		SP:Iteration 13Q (12199.360000 sec): 3 clusters
  Score: Raw -826937.423257 + Penalty 2888.935586 = -824048.487671
  nChanged 176
		SP:Iteration 14Q (12199.380000 sec): 3 clusters
  Score: Raw -827015.535299 + Penalty 2888.935586 = -824126.599713
  nChanged 121
		SP:Iteration 15Q (12199.400000 sec): 3 clusters
  Score: Raw -827072.741019 + Penalty 2888.935586 = -824183.805433
  nChanged 108
		SP:Iteration 16Q (12199.410000 sec): 3 clusters
  Score: Raw -827121.829820 + Penalty 2888.935586 = -824232.894234
  nChanged 92
		SP:Iteration 17Q (12199.430000 sec): 3 clusters
  Score: Raw -827155.056930 + Penalty 2888.935586 = -824266.121344
  nChanged 73
		SP:Iteration 18Q (12199.450000 sec): 3 clusters
  Score: Raw -827180.323919 + Penalty 2888.935586 = -824291.388333
  nChanged 67
		SP:Iteration 19Q (12199.470000 sec): 3 clusters
  Score: Raw -827203.536022 + Penalty 2888.935586 = -824314.600436
  nChanged 69
		SP:Iteration 20F (12199.480000 sec): 3 clusters
  Score: Raw -827224.488004 + Penalty 2888.935586 = -824335.552418
  nChanged 64
		SP:Iteration 21Q (12199.500000 sec): 3 clusters
  Score: Raw -827241.514826 + Penalty 2888.935586 = -824352.579240
  nChanged 60
		SP:Iteration 22Q (12199.520000 sec): 3 clusters
  Score: Raw -827256.292392 + Penalty 2888.935586 = -824367.356807
  nChanged 45
		SP:Iteration 23Q (12199.540000 sec): 3 clusters
  Score: Raw -827266.050342 + Penalty 2888.935586 = -824377.114756
  nChanged 45
		SP:Iteration 24Q (12199.550000 sec): 3 clusters
  Score: Raw -827276.484502 + Penalty 2888.935586 = -824387.548916
  nChanged 44
		SP:Iteration 25Q (12199.570000 sec): 3 clusters
  Score: Raw -827286.760531 + Penalty 2888.935586 = -824397.824945
  nChanged 40
		SP:Iteration 26Q (12199.590000 sec): 3 clusters
  Score: Raw -827295.685508 + Penalty 2888.935586 = -824406.749922
  nChanged 39
		SP:Iteration 27Q (12199.600000 sec): 3 clusters
  Score: Raw -827303.714967 + Penalty 2888.935586 = -824414.779381
  nChanged 39
		SP:Iteration 28Q (12199.620000 sec): 3 clusters
  Score: Raw -827313.345877 + Penalty 2888.935586 = -824424.410291
  nChanged 45
		SP:Iteration 29Q (12199.640000 sec): 3 clusters
  Score: Raw -827322.705570 + Penalty 2888.935586 = -824433.769984
  nChanged 45
		SP:Iteration 30Q (12199.660000 sec): 3 clusters
  Score: Raw -827332.092729 + Penalty 2888.935586 = -824443.157143
  nChanged 39
		SP:Iteration 31Q (12199.680000 sec): 3 clusters
  Score: Raw -827340.276692 + Penalty 2888.935586 = -824451.341107
  nChanged 34
		SP:Iteration 32Q (12199.690000 sec): 3 clusters
  Score: Raw -827348.209619 + Penalty 2888.935586 = -824459.274033
  nChanged 32
		SP:Iteration 33Q (12199.710000 sec): 3 clusters
  Score: Raw -827355.077850 + Penalty 2888.935586 = -824466.142264
  nChanged 30
		SP:Iteration 34Q (12199.720000 sec): 3 clusters
  Score: Raw -827360.862633 + Penalty 2888.935586 = -824471.927047
  nChanged 23
		SP:Iteration 35Q (12199.740000 sec): 3 clusters
  Score: Raw -827365.152102 + Penalty 2888.935586 = -824476.216516
  nChanged 20
		SP:Iteration 36Q (12199.760000 sec): 3 clusters
  Score: Raw -827368.961103 + Penalty 2888.935586 = -824480.025517
  nChanged 24
		SP:Iteration 37Q (12199.780000 sec): 3 clusters
  Score: Raw -827372.807270 + Penalty 2888.935586 = -824483.871685
  nChanged 19
		SP:Iteration 38Q (12199.790000 sec): 3 clusters
  Score: Raw -827376.483555 + Penalty 2888.935586 = -824487.547969
  nChanged 23
		SP:Iteration 39Q (12199.810000 sec): 3 clusters
  Score: Raw -827380.260324 + Penalty 2888.935586 = -824491.324738
  nChanged 22
		SP:Iteration 40F (12199.830000 sec): 3 clusters
  Score: Raw -827383.778395 + Penalty 2888.935586 = -824494.842809
  nChanged 14
		SP:Iteration 41Q (12199.850000 sec): 3 clusters
  Score: Raw -827385.829648 + Penalty 2888.935586 = -824496.894063
  nChanged 16
		SP:Iteration 42Q (12199.860000 sec): 3 clusters
  Score: Raw -827388.723661 + Penalty 2888.935586 = -824499.788075
  nChanged 13
		SP:Iteration 43Q (12199.880000 sec): 3 clusters
  Score: Raw -827391.224226 + Penalty 2888.935586 = -824502.288640
  nChanged 13
		SP:Iteration 44Q (12199.900000 sec): 3 clusters
  Score: Raw -827392.947601 + Penalty 2888.935586 = -824504.012015
  nChanged 7
		SP:Iteration 45Q (12199.920000 sec): 3 clusters
  Score: Raw -827393.856301 + Penalty 2888.935586 = -824504.920715
  nChanged 11
		SP:Iteration 46Q (12199.930000 sec): 3 clusters
  Score: Raw -827395.470005 + Penalty 2888.935586 = -824506.534420
  nChanged 7
		SP:Iteration 47Q (12199.950000 sec): 3 clusters
  Score: Raw -827396.647818 + Penalty 2888.935586 = -824507.712232
  nChanged 8
		SP:Iteration 48Q (12199.960000 sec): 3 clusters
  Score: Raw -827398.044935 + Penalty 2888.935586 = -824509.109349
  nChanged 4
		SP:Iteration 49Q (12199.980000 sec): 3 clusters
  Score: Raw -827398.353875 + Penalty 2888.935586 = -824509.418289
  nChanged 1
		SP:Iteration 50Q (12200.000000 sec): 3 clusters
  Score: Raw -827398.485279 + Penalty 2888.935586 = -824509.549693
  nChanged 2
		SP:Iteration 51Q (12200.020000 sec): 3 clusters
  Score: Raw -827398.670415 + Penalty 2888.935586 = -824509.734829
  nChanged 2
		SP:Iteration 52Q (12200.030000 sec): 3 clusters
  Score: Raw -827398.866850 + Penalty 2888.935586 = -824509.931264
  nChanged 1
		SP:Iteration 53Q (12200.050000 sec): 3 clusters
  Score: Raw -827398.934827 + Penalty 2888.935586 = -824509.999241
  nChanged 1
		SP:Iteration 54Q (12200.070000 sec): 3 clusters
  Score: Raw -827398.993764 + Penalty 2888.935586 = -824510.058179
  nChanged 2
		SP:Iteration 55Q (12200.080000 sec): 3 clusters
  Score: Raw -827399.181129 + Penalty 2888.935586 = -824510.245543
  nChanged 3
		SP:Iteration 56Q (12200.100000 sec): 3 clusters
  Score: Raw -827399.471911 + Penalty 2888.935586 = -824510.536325
  nChanged 1
		SP:Iteration 57Q (12200.120000 sec): 3 clusters
  Score: Raw -827399.608427 + Penalty 2888.935586 = -824510.672841
  nChanged 4
		SP:Iteration 58Q (12200.140000 sec): 3 clusters
  Score: Raw -827399.954626 + Penalty 2888.935586 = -824511.019040
  nChanged 5
		SP:Iteration 59Q (12200.150000 sec): 3 clusters
  Score: Raw -827400.452574 + Penalty 2888.935586 = -824511.516988
  nChanged 1
		SP:Iteration 60F (12200.170000 sec): 3 clusters
  Score: Raw -827400.511959 + Penalty 2888.935586 = -824511.576373
  nChanged 1
		SP:Iteration 61Q (12200.190000 sec): 3 clusters
  Score: Raw -827400.575479 + Penalty 2888.935586 = -824511.639893
  nChanged 1
		SP:Iteration 62Q (12200.200000 sec): 3 clusters
  Score: Raw -827400.787812 + Penalty 2888.935586 = -824511.852227
  nChanged 2
		SP:Iteration 63Q (12200.220000 sec): 3 clusters
  Score: Raw -827400.974061 + Penalty 2888.935586 = -824512.038475
  nChanged 3
		SP:Iteration 64Q (12200.240000 sec): 3 clusters
  Score: Raw -827401.423885 + Penalty 2888.935586 = -824512.488299
  nChanged 10
		SP:Iteration 65Q (12200.260000 sec): 3 clusters
  Score: Raw -827403.019556 + Penalty 2888.935586 = -824514.083970
  nChanged 8
		SP:Iteration 66Q (12200.270000 sec): 3 clusters
  Score: Raw -827403.918945 + Penalty 2888.935586 = -824514.983359
  nChanged 11
		SP:Iteration 67Q (12200.290000 sec): 3 clusters
  Score: Raw -827405.523197 + Penalty 2888.935586 = -824516.587612
  nChanged 12
		SP:Iteration 68Q (12200.310000 sec): 3 clusters
  Score: Raw -827406.879007 + Penalty 2888.935586 = -824517.943421
  nChanged 13
		SP:Iteration 69Q (12200.320000 sec): 3 clusters
  Score: Raw -827408.604635 + Penalty 2888.935586 = -824519.669049
  nChanged 12
		SP:Iteration 70Q (12200.340000 sec): 3 clusters
  Score: Raw -827410.072709 + Penalty 2888.935586 = -824521.137123
  nChanged 13
		SP:Iteration 71Q (12200.360000 sec): 3 clusters
  Score: Raw -827411.523504 + Penalty 2888.935586 = -824522.587919
  nChanged 6
		SP:Iteration 72Q (12200.380000 sec): 3 clusters
  Score: Raw -827412.179063 + Penalty 2888.935586 = -824523.243477
  nChanged 7
		SP:Iteration 73Q (12200.390000 sec): 3 clusters
  Score: Raw -827413.141993 + Penalty 2888.935586 = -824524.206408
  nChanged 6
		SP:Iteration 74Q (12200.410000 sec): 3 clusters
  Score: Raw -827413.920116 + Penalty 2888.935586 = -824524.984530
  nChanged 6
		SP:Iteration 75Q (12200.420000 sec): 3 clusters
  Score: Raw -827414.770331 + Penalty 2888.935586 = -824525.834745
  nChanged 5
		SP:Iteration 76Q (12200.440000 sec): 3 clusters
  Score: Raw -827415.392434 + Penalty 2888.935586 = -824526.456848
  nChanged 11
		SP:Iteration 77Q (12200.460000 sec): 3 clusters
  Score: Raw -827417.558204 + Penalty 2888.935586 = -824528.622619
  nChanged 17
		SP:Iteration 78Q (12200.480000 sec): 3 clusters
  Score: Raw -827420.267069 + Penalty 2888.935586 = -824531.331483
  nChanged 14
		SP:Iteration 79Q (12200.490000 sec): 3 clusters
  Score: Raw -827422.904185 + Penalty 2888.935586 = -824533.968599
  nChanged 19
		SP:Iteration 80F (12200.510000 sec): 3 clusters
  Score: Raw -827426.661920 + Penalty 2888.935586 = -824537.726334
  nChanged 19
		SP:Iteration 81Q (12200.530000 sec): 3 clusters
  Score: Raw -827430.287964 + Penalty 2888.935586 = -824541.352378
  nChanged 17
		SP:Iteration 82Q (12200.540000 sec): 3 clusters
  Score: Raw -827433.138320 + Penalty 2888.935586 = -824544.202734
  nChanged 14
		SP:Iteration 83Q (12200.560000 sec): 3 clusters
  Score: Raw -827435.772579 + Penalty 2888.935586 = -824546.836993
  nChanged 14
		SP:Iteration 84Q (12200.580000 sec): 3 clusters
  Score: Raw -827438.501633 + Penalty 2888.935586 = -824549.566047
  nChanged 18
		SP:Iteration 85Q (12200.600000 sec): 3 clusters
  Score: Raw -827441.829817 + Penalty 2888.935586 = -824552.894231
  nChanged 16
		SP:Iteration 86Q (12200.610000 sec): 3 clusters
  Score: Raw -827444.557456 + Penalty 2888.935586 = -824555.621870
  nChanged 15
		SP:Iteration 87Q (12200.630000 sec): 3 clusters
  Score: Raw -827447.065575 + Penalty 2888.935586 = -824558.129990
  nChanged 15
		SP:Iteration 88Q (12200.640000 sec): 3 clusters
  Score: Raw -827450.144726 + Penalty 2888.935586 = -824561.209141
  nChanged 16
		SP:Iteration 89Q (12200.660000 sec): 3 clusters
  Score: Raw -827454.163014 + Penalty 2888.935586 = -824565.227428
  nChanged 23
		SP:Iteration 90Q (12200.680000 sec): 3 clusters
  Score: Raw -827460.346545 + Penalty 2888.935586 = -824571.410959
  nChanged 24
		SP:Iteration 91Q (12200.690000 sec): 3 clusters
  Score: Raw -827464.665879 + Penalty 2888.935586 = -824575.730293
  nChanged 20
		SP:Iteration 92Q (12200.710000 sec): 3 clusters
  Score: Raw -827468.702182 + Penalty 2888.935586 = -824579.766596
  nChanged 17
		SP:Iteration 93Q (12200.730000 sec): 3 clusters
  Score: Raw -827471.745613 + Penalty 2888.935586 = -824582.810028
  nChanged 14
		SP:Iteration 94Q (12200.740000 sec): 3 clusters
  Score: Raw -827474.747228 + Penalty 2888.935586 = -824585.811642
  nChanged 22
		SP:Iteration 95Q (12200.760000 sec): 3 clusters
  Score: Raw -827479.873144 + Penalty 2888.935586 = -824590.937558
  nChanged 20
		SP:Iteration 96Q (12200.780000 sec): 3 clusters
  Score: Raw -827483.823669 + Penalty 2888.935586 = -824594.888083
  nChanged 21
		SP:Iteration 97Q (12200.790000 sec): 3 clusters
  Score: Raw -827487.786542 + Penalty 2888.935586 = -824598.850956
  nChanged 22
		SP:Iteration 98Q (12200.810000 sec): 3 clusters
  Score: Raw -827492.722099 + Penalty 2888.935586 = -824603.786513
  nChanged 22
		SP:Iteration 99Q (12200.820000 sec): 3 clusters
  Score: Raw -827496.644713 + Penalty 2888.935586 = -824607.709127
  nChanged 26
		SP:Iteration 100F (12200.840000 sec): 3 clusters
  Score: Raw -827502.085776 + Penalty 2888.935586 = -824613.150190
  nChanged 34
		SP:Iteration 101Q (12200.860000 sec): 3 clusters
  Score: Raw -827508.829976 + Penalty 2888.935586 = -824619.894390
  nChanged 26
		SP:Iteration 102Q (12200.880000 sec): 3 clusters
  Score: Raw -827513.569899 + Penalty 2888.935586 = -824624.634313
  nChanged 24
		SP:Iteration 103Q (12200.890000 sec): 3 clusters
  Score: Raw -827518.840463 + Penalty 2888.935586 = -824629.904877
  nChanged 29
		SP:Iteration 104Q (12200.910000 sec): 3 clusters
  Score: Raw -827526.608427 + Penalty 2888.935586 = -824637.672842
  nChanged 24
		SP:Iteration 105Q (12200.920000 sec): 3 clusters
  Score: Raw -827531.666553 + Penalty 2888.935586 = -824642.730968
  nChanged 21
		SP:Iteration 106Q (12200.940000 sec): 3 clusters
  Score: Raw -827536.227461 + Penalty 2888.935586 = -824647.291875
  nChanged 20
		SP:Iteration 107Q (12200.960000 sec): 3 clusters
  Score: Raw -827540.139342 + Penalty 2888.935586 = -824651.203756
  nChanged 25
		SP:Iteration 108Q (12200.980000 sec): 3 clusters
  Score: Raw -827545.218346 + Penalty 2888.935586 = -824656.282761
  nChanged 17
		SP:Iteration 109Q (12200.990000 sec): 3 clusters
  Score: Raw -827549.519440 + Penalty 2888.935586 = -824660.583855
  nChanged 20
		SP:Iteration 110Q (12201.010000 sec): 3 clusters
  Score: Raw -827553.819034 + Penalty 2888.935586 = -824664.883448
  nChanged 21
		SP:Iteration 111Q (12201.020000 sec): 3 clusters
  Score: Raw -827559.155333 + Penalty 2888.935586 = -824670.219748
  nChanged 25
		SP:Iteration 112Q (12201.040000 sec): 3 clusters
  Score: Raw -827564.746476 + Penalty 2888.935586 = -824675.810890
  nChanged 18
		SP:Iteration 113Q (12201.060000 sec): 3 clusters
  Score: Raw -827568.304407 + Penalty 2888.935586 = -824679.368821
  nChanged 24
		SP:Iteration 114Q (12201.070000 sec): 3 clusters
  Score: Raw -827572.940494 + Penalty 2888.935586 = -824684.004909
  nChanged 20
		SP:Iteration 115Q (12201.090000 sec): 3 clusters
  Score: Raw -827578.523228 + Penalty 2888.935586 = -824689.587642
  nChanged 28
		SP:Iteration 116Q (12201.100000 sec): 3 clusters
  Score: Raw -827585.838472 + Penalty 2888.935586 = -824696.902886
  nChanged 33
		SP:Iteration 117Q (12201.120000 sec): 3 clusters
  Score: Raw -827595.443829 + Penalty 2888.935586 = -824706.508243
  nChanged 31
		SP:Iteration 118Q (12201.140000 sec): 3 clusters
  Score: Raw -827603.370231 + Penalty 2888.935586 = -824714.434645
  nChanged 39
		SP:Iteration 119Q (12201.150000 sec): 3 clusters
  Score: Raw -827615.534779 + Penalty 2888.935586 = -824726.599193
  nChanged 36
		SP:Iteration 120F (12201.170000 sec): 3 clusters
  Score: Raw -827624.958998 + Penalty 2888.935586 = -824736.023412
  nChanged 29
		SP:Iteration 121Q (12201.180000 sec): 3 clusters
  Score: Raw -827635.013601 + Penalty 2888.935586 = -824746.078015
  nChanged 41
		SP:Iteration 122Q (12201.200000 sec): 3 clusters
  Score: Raw -827647.125077 + Penalty 2888.935586 = -824758.189492
  nChanged 26
		SP:Iteration 123Q (12201.220000 sec): 3 clusters
  Score: Raw -827654.618022 + Penalty 2888.935586 = -824765.682436
  nChanged 20
		SP:Iteration 124Q (12201.230000 sec): 3 clusters
  Score: Raw -827659.410930 + Penalty 2888.935586 = -824770.475344
  nChanged 20
		SP:Iteration 125Q (12201.240000 sec): 3 clusters
  Score: Raw -827664.211368 + Penalty 2888.935586 = -824775.275782
  nChanged 16
		SP:Iteration 126Q (12201.260000 sec): 3 clusters
  Score: Raw -827667.829666 + Penalty 2888.935586 = -824778.894080
  nChanged 13
		SP:Iteration 127Q (12201.280000 sec): 3 clusters
  Score: Raw -827671.085282 + Penalty 2888.935586 = -824782.149696
  nChanged 12
		SP:Iteration 128Q (12201.290000 sec): 3 clusters
  Score: Raw -827673.578319 + Penalty 2888.935586 = -824784.642733
  nChanged 11
		SP:Iteration 129Q (12201.310000 sec): 3 clusters
  Score: Raw -827675.756175 + Penalty 2888.935586 = -824786.820589
  nChanged 9
		SP:Iteration 130Q (12201.320000 sec): 3 clusters
  Score: Raw -827677.476315 + Penalty 2888.935586 = -824788.540729
  nChanged 8
		SP:Iteration 131Q (12201.340000 sec): 3 clusters
  Score: Raw -827679.226875 + Penalty 2888.935586 = -824790.291289
  nChanged 11
		SP:Iteration 132Q (12201.350000 sec): 3 clusters
  Score: Raw -827681.052444 + Penalty 2888.935586 = -824792.116858
  nChanged 10
		SP:Iteration 133Q (12201.370000 sec): 3 clusters
  Score: Raw -827682.833031 + Penalty 2888.935586 = -824793.897446
  nChanged 7
		SP:Iteration 134Q (12201.380000 sec): 3 clusters
  Score: Raw -827684.193827 + Penalty 2888.935586 = -824795.258241
  nChanged 8
		SP:Iteration 135Q (12201.400000 sec): 3 clusters
  Score: Raw -827686.099772 + Penalty 2888.935586 = -824797.164186
  nChanged 7
		SP:Iteration 136Q (12201.410000 sec): 3 clusters
  Score: Raw -827688.442224 + Penalty 2888.935586 = -824799.506638
  nChanged 9
		SP:Iteration 137Q (12201.430000 sec): 3 clusters
  Score: Raw -827690.126114 + Penalty 2888.935586 = -824801.190528
  nChanged 1
		SP:Iteration 138Q (12201.440000 sec): 3 clusters
  Score: Raw -827690.315159 + Penalty 2888.935586 = -824801.379574
  nChanged 1
		SP:Iteration 139Q (12201.460000 sec): 3 clusters
  Score: Raw -827690.493628 + Penalty 2888.935586 = -824801.558042
  nChanged 1
		SP:Iteration 140F (12201.480000 sec): 3 clusters
  Score: Raw -827690.668653 + Penalty 2888.935586 = -824801.733067
  nChanged 1
		SP:Iteration 141Q (12201.500000 sec): 3 clusters
  Score: Raw -827690.940845 + Penalty 2888.935586 = -824802.005259
  nChanged 0
		SP:Iteration 142F (12201.510000 sec): 3 clusters
  Score: Raw -827690.940845 + Penalty 2888.935586 = -824802.005259
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12201.540000 sec): 2 clusters
  Score: Raw -1065645.595277 + Penalty 1481.408388 = -1064164.186889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12201.560000 sec): 3 clusters
  Score: Raw -1060498.179962 + Penalty 2962.816775 = -1057535.363186
  nChanged 3931
		SP:Iteration 1F (12201.590000 sec): 3 clusters
  Score: Raw -1062704.994944 + Penalty 2962.816775 = -1059742.178169
  nChanged 611
		SP:Iteration 2F (12201.610000 sec): 3 clusters
  Score: Raw -1063020.230811 + Penalty 2962.816775 = -1060057.414036
  nChanged 559
		SP:Iteration 3F (12201.630000 sec): 3 clusters
  Score: Raw -1063376.285130 + Penalty 2962.816775 = -1060413.468355
  nChanged 604
		SP:Iteration 4F (12201.660000 sec): 3 clusters
  Score: Raw -1063841.416335 + Penalty 2962.816775 = -1060878.599560
  nChanged 624
		SP:Iteration 5F (12201.680000 sec): 3 clusters
  Score: Raw -1064334.758780 + Penalty 2962.816775 = -1061371.942005
  nChanged 596
		SP:Iteration 6F (12201.700000 sec): 3 clusters
  Score: Raw -1064780.297848 + Penalty 2962.816775 = -1061817.481073
  nChanged 480
		SP:Iteration 7F (12201.720000 sec): 3 clusters
  Score: Raw -1065074.454001 + Penalty 2962.816775 = -1062111.637225
  nChanged 403
		SP:Iteration 8Q (12201.750000 sec): 3 clusters
  Score: Raw -1065257.523113 + Penalty 2962.816775 = -1062294.706338
  nChanged 289
		SP:Iteration 9Q (12201.770000 sec): 3 clusters
  Score: Raw -1065378.410947 + Penalty 2962.816775 = -1062415.594172
  nChanged 216
		SP:Iteration 10Q (12201.790000 sec): 3 clusters
  Score: Raw -1065449.632035 + Penalty 2962.816775 = -1062486.815260
  nChanged 158
		SP:Iteration 11Q (12201.820000 sec): 3 clusters
  Score: Raw -1065501.648046 + Penalty 2962.816775 = -1062538.831271
  nChanged 131
		SP:Iteration 12Q (12201.840000 sec): 3 clusters
  Score: Raw -1065541.245212 + Penalty 2962.816775 = -1062578.428436
  nChanged 113
		SP:Iteration 13Q (12201.860000 sec): 3 clusters
  Score: Raw -1065572.583075 + Penalty 2962.816775 = -1062609.766299
  nChanged 100
		SP:Iteration 14Q (12201.880000 sec): 3 clusters
  Score: Raw -1065598.191518 + Penalty 2962.816775 = -1062635.374743
  nChanged 79
		SP:Iteration 15Q (12201.910000 sec): 3 clusters
  Score: Raw -1065617.994244 + Penalty 2962.816775 = -1062655.177469
  nChanged 81
		SP:Iteration 16Q (12201.930000 sec): 3 clusters
  Score: Raw -1065637.770423 + Penalty 2962.816775 = -1062674.953647
  nChanged 82
		SP:Iteration 17Q (12201.950000 sec): 3 clusters
  Score: Raw -1065656.633787 + Penalty 2962.816775 = -1062693.817012
  nChanged 64
		SP:Iteration 18Q (12201.980000 sec): 3 clusters
  Score: Raw -1065669.546984 + Penalty 2962.816775 = -1062706.730209
  nChanged 44
		SP:Iteration 19Q (12202.000000 sec): 3 clusters
  Score: Raw -1065677.998726 + Penalty 2962.816775 = -1062715.181950
  nChanged 38
		SP:Iteration 20F (12202.020000 sec): 3 clusters
  Score: Raw -1065685.365734 + Penalty 2962.816775 = -1062722.548959
  nChanged 33
		SP:Iteration 21Q (12202.040000 sec): 3 clusters
  Score: Raw -1065691.325004 + Penalty 2962.816775 = -1062728.508229
  nChanged 29
		SP:Iteration 22Q (12202.070000 sec): 3 clusters
  Score: Raw -1065696.134849 + Penalty 2962.816775 = -1062733.318074
  nChanged 27
		SP:Iteration 23Q (12202.090000 sec): 3 clusters
  Score: Raw -1065701.137849 + Penalty 2962.816775 = -1062738.321073
  nChanged 28
		SP:Iteration 24Q (12202.110000 sec): 3 clusters
  Score: Raw -1065706.448398 + Penalty 2962.816775 = -1062743.631623
  nChanged 29
		SP:Iteration 25Q (12202.140000 sec): 3 clusters
  Score: Raw -1065710.614840 + Penalty 2962.816775 = -1062747.798065
  nChanged 26
		SP:Iteration 26Q (12202.160000 sec): 3 clusters
  Score: Raw -1065715.494125 + Penalty 2962.816775 = -1062752.677350
  nChanged 36
		SP:Iteration 27Q (12202.180000 sec): 3 clusters
  Score: Raw -1065722.208813 + Penalty 2962.816775 = -1062759.392038
  nChanged 34
		SP:Iteration 28Q (12202.200000 sec): 3 clusters
  Score: Raw -1065728.443641 + Penalty 2962.816775 = -1062765.626865
  nChanged 36
		SP:Iteration 29Q (12202.230000 sec): 3 clusters
  Score: Raw -1065735.825820 + Penalty 2962.816775 = -1062773.009045
  nChanged 41
		SP:Iteration 30Q (12202.250000 sec): 3 clusters
  Score: Raw -1065744.862760 + Penalty 2962.816775 = -1062782.045984
  nChanged 41
		SP:Iteration 31Q (12202.270000 sec): 3 clusters
  Score: Raw -1065753.101850 + Penalty 2962.816775 = -1062790.285075
  nChanged 42
		SP:Iteration 32Q (12202.300000 sec): 3 clusters
  Score: Raw -1065764.102687 + Penalty 2962.816775 = -1062801.285911
  nChanged 59
		SP:Iteration 33Q (12202.320000 sec): 3 clusters
  Score: Raw -1065780.209980 + Penalty 2962.816775 = -1062817.393205
  nChanged 72
		SP:Iteration 34Q (12202.340000 sec): 3 clusters
  Score: Raw -1065799.764478 + Penalty 2962.816775 = -1062836.947703
  nChanged 59
		SP:Iteration 35Q (12202.360000 sec): 3 clusters
  Score: Raw -1065814.095493 + Penalty 2962.816775 = -1062851.278718
  nChanged 53
		SP:Iteration 36Q (12202.390000 sec): 3 clusters
  Score: Raw -1065827.486236 + Penalty 2962.816775 = -1062864.669461
  nChanged 42
		SP:Iteration 37Q (12202.410000 sec): 3 clusters
  Score: Raw -1065837.563681 + Penalty 2962.816775 = -1062874.746905
  nChanged 38
		SP:Iteration 38Q (12202.430000 sec): 3 clusters
  Score: Raw -1065846.323090 + Penalty 2962.816775 = -1062883.506315
  nChanged 39
		SP:Iteration 39Q (12202.460000 sec): 3 clusters
  Score: Raw -1065854.871006 + Penalty 2962.816775 = -1062892.054231
  nChanged 28
		SP:Iteration 40F (12202.480000 sec): 3 clusters
  Score: Raw -1065860.158874 + Penalty 2962.816775 = -1062897.342099
  nChanged 19
		SP:Iteration 41Q (12202.500000 sec): 3 clusters
  Score: Raw -1065864.847325 + Penalty 2962.816775 = -1062902.030550
  nChanged 17
		SP:Iteration 42Q (12202.520000 sec): 3 clusters
  Score: Raw -1065868.452941 + Penalty 2962.816775 = -1062905.636166
  nChanged 15
		SP:Iteration 43Q (12202.550000 sec): 3 clusters
  Score: Raw -1065871.045318 + Penalty 2962.816775 = -1062908.228543
  nChanged 13
		SP:Iteration 44Q (12202.570000 sec): 3 clusters
  Score: Raw -1065873.376341 + Penalty 2962.816775 = -1062910.559565
  nChanged 17
		SP:Iteration 45Q (12202.590000 sec): 3 clusters
  Score: Raw -1065876.536440 + Penalty 2962.816775 = -1062913.719665
  nChanged 16
		SP:Iteration 46Q (12202.620000 sec): 3 clusters
  Score: Raw -1065879.735477 + Penalty 2962.816775 = -1062916.918702
  nChanged 18
		SP:Iteration 47Q (12202.640000 sec): 3 clusters
  Score: Raw -1065882.781146 + Penalty 2962.816775 = -1062919.964371
  nChanged 11
		SP:Iteration 48Q (12202.660000 sec): 3 clusters
  Score: Raw -1065884.707640 + Penalty 2962.816775 = -1062921.890864
  nChanged 16
		SP:Iteration 49Q (12202.690000 sec): 3 clusters
  Score: Raw -1065888.021296 + Penalty 2962.816775 = -1062925.204521
  nChanged 16
		SP:Iteration 50Q (12202.710000 sec): 3 clusters
  Score: Raw -1065892.100846 + Penalty 2962.816775 = -1062929.284070
  nChanged 14
		SP:Iteration 51Q (12202.740000 sec): 3 clusters
  Score: Raw -1065894.801712 + Penalty 2962.816775 = -1062931.984936
  nChanged 9
		SP:Iteration 52Q (12202.760000 sec): 3 clusters
  Score: Raw -1065896.162795 + Penalty 2962.816775 = -1062933.346020
  nChanged 8
		SP:Iteration 53Q (12202.780000 sec): 3 clusters
  Score: Raw -1065897.620688 + Penalty 2962.816775 = -1062934.803913
  nChanged 8
		SP:Iteration 54Q (12202.800000 sec): 3 clusters
  Score: Raw -1065898.931460 + Penalty 2962.816775 = -1062936.114685
  nChanged 6
		SP:Iteration 55Q (12202.830000 sec): 3 clusters
  Score: Raw -1065900.421943 + Penalty 2962.816775 = -1062937.605167
  nChanged 7
		SP:Iteration 56Q (12202.850000 sec): 3 clusters
  Score: Raw -1065901.520349 + Penalty 2962.816775 = -1062938.703574
  nChanged 6
		SP:Iteration 57Q (12202.870000 sec): 3 clusters
  Score: Raw -1065902.412800 + Penalty 2962.816775 = -1062939.596025
  nChanged 3
		SP:Iteration 58Q (12202.900000 sec): 3 clusters
  Score: Raw -1065903.005228 + Penalty 2962.816775 = -1062940.188453
  nChanged 9
		SP:Iteration 59Q (12202.920000 sec): 3 clusters
  Score: Raw -1065904.554149 + Penalty 2962.816775 = -1062941.737373
  nChanged 7
		SP:Iteration 60F (12202.940000 sec): 3 clusters
  Score: Raw -1065905.878823 + Penalty 2962.816775 = -1062943.062048
  nChanged 7
		SP:Iteration 61Q (12202.960000 sec): 3 clusters
  Score: Raw -1065907.035425 + Penalty 2962.816775 = -1062944.218650
  nChanged 4
		SP:Iteration 62Q (12202.990000 sec): 3 clusters
  Score: Raw -1065907.654384 + Penalty 2962.816775 = -1062944.837609
  nChanged 2
		SP:Iteration 63Q (12203.010000 sec): 3 clusters
  Score: Raw -1065907.989615 + Penalty 2962.816775 = -1062945.172840
  nChanged 2
		SP:Iteration 64Q (12203.040000 sec): 3 clusters
  Score: Raw -1065908.311713 + Penalty 2962.816775 = -1062945.494938
  nChanged 4
		SP:Iteration 65Q (12203.060000 sec): 3 clusters
  Score: Raw -1065909.151108 + Penalty 2962.816775 = -1062946.334333
  nChanged 3
		SP:Iteration 66Q (12203.080000 sec): 3 clusters
  Score: Raw -1065909.525577 + Penalty 2962.816775 = -1062946.708802
  nChanged 1
		SP:Iteration 67Q (12203.100000 sec): 3 clusters
  Score: Raw -1065909.812771 + Penalty 2962.816775 = -1062946.995995
  nChanged 3
		SP:Iteration 68Q (12203.120000 sec): 3 clusters
  Score: Raw -1065910.536438 + Penalty 2962.816775 = -1062947.719663
  nChanged 3
		SP:Iteration 69Q (12203.150000 sec): 3 clusters
  Score: Raw -1065911.104129 + Penalty 2962.816775 = -1062948.287353
  nChanged 2
		SP:Iteration 70Q (12203.170000 sec): 3 clusters
  Score: Raw -1065911.383073 + Penalty 2962.816775 = -1062948.566298
  nChanged 1
		SP:Iteration 71Q (12203.200000 sec): 3 clusters
  Score: Raw -1065911.449765 + Penalty 2962.816775 = -1062948.632989
  nChanged 0
		SP:Iteration 72F (12203.220000 sec): 3 clusters
  Score: Raw -1065911.449765 + Penalty 2962.816775 = -1062948.632989
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12203.220000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12203.220000 sec): 3 clusters
  Score: Raw -14358.355739 + Penalty 1574.360803 = -12783.994936
  nChanged 1
		SP:Iteration 1Q (12203.220000 sec): 3 clusters
  Score: Raw -14360.711460 + Penalty 1574.360803 = -12786.350657
  nChanged 0
		SP:Iteration 2F (12203.230000 sec): 3 clusters
  Score: Raw -14360.711460 + Penalty 1574.360803 = -12786.350657
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12203.230000 sec): 2 clusters
  Score: Raw -83257.724110 + Penalty 1071.814334 = -82185.909777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12203.230000 sec): 3 clusters
  Score: Raw -83078.152044 + Penalty 2143.628667 = -80934.523377
  nChanged 186
		SP:Iteration 1F (12203.240000 sec): 3 clusters
  Score: Raw -83258.688368 + Penalty 2143.628667 = -81115.059701
  nChanged 42
		SP:Iteration 2F (12203.240000 sec): 3 clusters
  Score: Raw -83300.034290 + Penalty 2143.628667 = -81156.405623
  nChanged 18
		SP:Iteration 3Q (12203.240000 sec): 3 clusters
  Score: Raw -83318.775743 + Penalty 2143.628667 = -81175.147076
  nChanged 12
		SP:Iteration 4Q (12203.240000 sec): 3 clusters
  Score: Raw -83331.964405 + Penalty 2143.628667 = -81188.335738
  nChanged 4
		SP:Iteration 5Q (12203.240000 sec): 3 clusters
  Score: Raw -83337.230926 + Penalty 2143.628667 = -81193.602259
  nChanged 4
		SP:Iteration 6Q (12203.240000 sec): 3 clusters
  Score: Raw -83342.566454 + Penalty 2143.628667 = -81198.937787
  nChanged 3
		SP:Iteration 7Q (12203.250000 sec): 3 clusters
  Score: Raw -83346.194884 + Penalty 2143.628667 = -81202.566217
  nChanged 4
		SP:Iteration 8Q (12203.250000 sec): 3 clusters
  Score: Raw -83352.088318 + Penalty 2143.628667 = -81208.459651
  nChanged 4
		SP:Iteration 9Q (12203.250000 sec): 3 clusters
  Score: Raw -83358.610741 + Penalty 2143.628667 = -81214.982074
  nChanged 0
		SP:Iteration 10F (12203.250000 sec): 3 clusters
  Score: Raw -83358.610741 + Penalty 2143.628667 = -81214.982074
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12203.260000 sec): 2 clusters
  Score: Raw -393326.115103 + Penalty 1335.902940 = -391990.212163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12203.280000 sec): 3 clusters
  Score: Raw -391527.010396 + Penalty 2671.805880 = -388855.204517
  nChanged 1472
		SP:Iteration 1F (12203.280000 sec): 3 clusters
  Score: Raw -392455.276123 + Penalty 2671.805880 = -389783.470243
  nChanged 280
		SP:Iteration 2F (12203.290000 sec): 3 clusters
  Score: Raw -392649.342875 + Penalty 2671.805880 = -389977.536995
  nChanged 199
		SP:Iteration 3F (12203.300000 sec): 3 clusters
  Score: Raw -392781.927333 + Penalty 2671.805880 = -390110.121453
  nChanged 169
		SP:Iteration 4Q (12203.310000 sec): 3 clusters
  Score: Raw -392891.502200 + Penalty 2671.805880 = -390219.696320
  nChanged 148
		SP:Iteration 5Q (12203.320000 sec): 3 clusters
  Score: Raw -392971.676386 + Penalty 2671.805880 = -390299.870506
  nChanged 130
		SP:Iteration 6Q (12203.330000 sec): 3 clusters
  Score: Raw -393044.051175 + Penalty 2671.805880 = -390372.245296
  nChanged 98
		SP:Iteration 7Q (12203.340000 sec): 3 clusters
  Score: Raw -393114.947271 + Penalty 2671.805880 = -390443.141391
  nChanged 107
		SP:Iteration 8Q (12203.350000 sec): 3 clusters
  Score: Raw -393188.049590 + Penalty 2671.805880 = -390516.243711
  nChanged 99
		SP:Iteration 9Q (12203.360000 sec): 3 clusters
  Score: Raw -393243.383019 + Penalty 2671.805880 = -390571.577139
  nChanged 88
		SP:Iteration 10Q (12203.370000 sec): 3 clusters
  Score: Raw -393297.643949 + Penalty 2671.805880 = -390625.838069
  nChanged 88
		SP:Iteration 11Q (12203.380000 sec): 3 clusters
  Score: Raw -393341.340411 + Penalty 2671.805880 = -390669.534532
  nChanged 74
		SP:Iteration 12Q (12203.380000 sec): 3 clusters
  Score: Raw -393387.283925 + Penalty 2671.805880 = -390715.478046
  nChanged 67
		SP:Iteration 13Q (12203.390000 sec): 3 clusters
  Score: Raw -393433.572452 + Penalty 2671.805880 = -390761.766572
  nChanged 63
		SP:Iteration 14Q (12203.400000 sec): 3 clusters
  Score: Raw -393474.533110 + Penalty 2671.805880 = -390802.727230
  nChanged 66
		SP:Iteration 15Q (12203.410000 sec): 3 clusters
  Score: Raw -393509.664170 + Penalty 2671.805880 = -390837.858290
  nChanged 54
		SP:Iteration 16Q (12203.420000 sec): 3 clusters
  Score: Raw -393541.998699 + Penalty 2671.805880 = -390870.192819
  nChanged 58
		SP:Iteration 17Q (12203.430000 sec): 3 clusters
  Score: Raw -393574.067936 + Penalty 2671.805880 = -390902.262057
  nChanged 44
		SP:Iteration 18Q (12203.440000 sec): 3 clusters
  Score: Raw -393604.952311 + Penalty 2671.805880 = -390933.146431
  nChanged 41
		SP:Iteration 19Q (12203.450000 sec): 3 clusters
  Score: Raw -393631.461034 + Penalty 2671.805880 = -390959.655155
  nChanged 45
		SP:Iteration 20F (12203.460000 sec): 3 clusters
  Score: Raw -393656.719101 + Penalty 2671.805880 = -390984.913221
  nChanged 40
		SP:Iteration 21Q (12203.460000 sec): 3 clusters
  Score: Raw -393684.217155 + Penalty 2671.805880 = -391012.411275
  nChanged 46
		SP:Iteration 22Q (12203.470000 sec): 3 clusters
  Score: Raw -393707.985080 + Penalty 2671.805880 = -391036.179200
  nChanged 32
		SP:Iteration 23Q (12203.480000 sec): 3 clusters
  Score: Raw -393721.274275 + Penalty 2671.805880 = -391049.468395
  nChanged 18
		SP:Iteration 24Q (12203.490000 sec): 3 clusters
  Score: Raw -393731.200125 + Penalty 2671.805880 = -391059.394246
  nChanged 19
		SP:Iteration 25Q (12203.500000 sec): 3 clusters
  Score: Raw -393743.232852 + Penalty 2671.805880 = -391071.426972
  nChanged 16
		SP:Iteration 26Q (12203.500000 sec): 3 clusters
  Score: Raw -393751.471119 + Penalty 2671.805880 = -391079.665239
  nChanged 19
		SP:Iteration 27Q (12203.510000 sec): 3 clusters
  Score: Raw -393757.878571 + Penalty 2671.805880 = -391086.072692
  nChanged 15
		SP:Iteration 28Q (12203.520000 sec): 3 clusters
  Score: Raw -393762.720748 + Penalty 2671.805880 = -391090.914868
  nChanged 11
		SP:Iteration 29Q (12203.530000 sec): 3 clusters
  Score: Raw -393765.478925 + Penalty 2671.805880 = -391093.673045
  nChanged 6
		SP:Iteration 30Q (12203.540000 sec): 3 clusters
  Score: Raw -393767.888157 + Penalty 2671.805880 = -391096.082277
  nChanged 5
		SP:Iteration 31Q (12203.540000 sec): 3 clusters
  Score: Raw -393769.419024 + Penalty 2671.805880 = -391097.613144
  nChanged 4
		SP:Iteration 32Q (12203.550000 sec): 3 clusters
  Score: Raw -393769.820417 + Penalty 2671.805880 = -391098.014537
  nChanged 1
		SP:Iteration 33Q (12203.560000 sec): 3 clusters
  Score: Raw -393769.925125 + Penalty 2671.805880 = -391098.119245
  nChanged 0
		SP:Iteration 34F (12203.570000 sec): 3 clusters
  Score: Raw -393769.925125 + Penalty 2671.805880 = -391098.119245
  nChanged 0
Iteration 289F (12298.880000 sec): 79 clusters
  Score: Raw -155814152.645784 + Penalty 179202.892427 = -155634949.753357
  nChanged 2008
Iteration 290F (12394.240000 sec): 79 clusters
  Score: Raw -155814667.186076 + Penalty 179202.892427 = -155635464.293649
  nChanged 980
Iteration 291Q (12405.340000 sec): 79 clusters
  Score: Raw -155814853.366388 + Penalty 179202.892427 = -155635650.473961
  nChanged 693
Iteration 292Q (12416.240000 sec): 79 clusters
  Score: Raw -155814957.582464 + Penalty 179202.892427 = -155635754.690037
  nChanged 526
Iteration 293Q (12427.200000 sec): 79 clusters
  Score: Raw -155815029.592394 + Penalty 179202.892427 = -155635826.699967
  nChanged 453
Iteration 294Q (12438.120000 sec): 79 clusters
  Score: Raw -155815083.826933 + Penalty 179202.892427 = -155635880.934506
  nChanged 366
Iteration 295Q (12449.180000 sec): 79 clusters
  Score: Raw -155815126.089109 + Penalty 179202.892427 = -155635923.196682
  nChanged 299
Iteration 296Q (12460.120000 sec): 79 clusters
  Score: Raw -155815167.301801 + Penalty 179202.892427 = -155635964.409374
  nChanged 275
Iteration 297Q (12471.200000 sec): 79 clusters
  Score: Raw -155815199.805044 + Penalty 179202.892427 = -155635996.912618
  nChanged 238
Iteration 298Q (12482.190000 sec): 79 clusters
  Score: Raw -155815225.986657 + Penalty 179202.892427 = -155636023.094231
  nChanged 197
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155815225.986657 + Penalty 179202.892427 = -155636023.094231
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12482.590000 sec): 2 clusters
  Score: Raw -7327871.336734 + Penalty 1796.179228 = -7326075.157506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12482.750000 sec): 3 clusters
  Score: Raw -7287083.807330 + Penalty 3592.358457 = -7283491.448873
  nChanged 29951
		SP:Iteration 1F (12482.930000 sec): 3 clusters
  Score: Raw -7304636.660339 + Penalty 3592.358457 = -7301044.301883
  nChanged 2416
		SP:Iteration 2Q (12483.100000 sec): 3 clusters
  Score: Raw -7305382.158324 + Penalty 3592.358457 = -7301789.799868
  nChanged 2643
		SP:Iteration 3Q (12483.270000 sec): 3 clusters
  Score: Raw -7306346.658341 + Penalty 3592.358457 = -7302754.299885
  nChanged 2996
		SP:Iteration 4Q (12483.450000 sec): 3 clusters
  Score: Raw -7307653.355575 + Penalty 3592.358457 = -7304060.997119
  nChanged 3526
		SP:Iteration 5F (12483.620000 sec): 3 clusters
  Score: Raw -7309568.292890 + Penalty 3592.358457 = -7305975.934433
  nChanged 4173
		SP:Iteration 6F (12483.790000 sec): 3 clusters
  Score: Raw -7312364.736763 + Penalty 3592.358457 = -7308772.378306
  nChanged 4577
		SP:Iteration 7F (12483.960000 sec): 3 clusters
  Score: Raw -7315903.650597 + Penalty 3592.358457 = -7312311.292140
  nChanged 4405
		SP:Iteration 8F (12484.130000 sec): 3 clusters
  Score: Raw -7319638.620937 + Penalty 3592.358457 = -7316046.262480
  nChanged 3634
		SP:Iteration 9F (12484.300000 sec): 3 clusters
  Score: Raw -7322842.034447 + Penalty 3592.358457 = -7319249.675991
  nChanged 2588
		SP:Iteration 10Q (12484.470000 sec): 3 clusters
  Score: Raw -7325123.458901 + Penalty 3592.358457 = -7321531.100444
  nChanged 1664
		SP:Iteration 11Q (12484.620000 sec): 3 clusters
  Score: Raw -7326501.700156 + Penalty 3592.358457 = -7322909.341699
  nChanged 937
		SP:Iteration 12Q (12484.760000 sec): 3 clusters
  Score: Raw -7327245.871567 + Penalty 3592.358457 = -7323653.513110
  nChanged 547
		SP:Iteration 13Q (12484.890000 sec): 3 clusters
  Score: Raw -7327669.114413 + Penalty 3592.358457 = -7324076.755957
  nChanged 274
		SP:Iteration 14Q (12485.020000 sec): 3 clusters
  Score: Raw -7327888.728261 + Penalty 3592.358457 = -7324296.369804
  nChanged 142
		SP:Iteration 15Q (12485.140000 sec): 3 clusters
  Score: Raw -7327995.685692 + Penalty 3592.358457 = -7324403.327236
  nChanged 79
		SP:Iteration 16Q (12485.270000 sec): 3 clusters
  Score: Raw -7328055.542436 + Penalty 3592.358457 = -7324463.183979
  nChanged 45
		SP:Iteration 17Q (12485.390000 sec): 3 clusters
  Score: Raw -7328086.788238 + Penalty 3592.358457 = -7324494.429781
  nChanged 36
		SP:Iteration 18Q (12485.510000 sec): 3 clusters
  Score: Raw -7328115.096306 + Penalty 3592.358457 = -7324522.737850
  nChanged 23
		SP:Iteration 19Q (12485.630000 sec): 3 clusters
  Score: Raw -7328128.631822 + Penalty 3592.358457 = -7324536.273366
  nChanged 13
		SP:Iteration 20F (12485.800000 sec): 3 clusters
  Score: Raw -7328135.498492 + Penalty 3592.358457 = -7324543.140035
  nChanged 9
		SP:Iteration 21Q (12485.920000 sec): 3 clusters
  Score: Raw -7328141.291819 + Penalty 3592.358457 = -7324548.933362
  nChanged 12
		SP:Iteration 22Q (12486.040000 sec): 3 clusters
  Score: Raw -7328146.703030 + Penalty 3592.358457 = -7324554.344573
  nChanged 6
		SP:Iteration 23Q (12486.160000 sec): 3 clusters
  Score: Raw -7328150.778042 + Penalty 3592.358457 = -7324558.419586
  nChanged 5
		SP:Iteration 24Q (12486.280000 sec): 3 clusters
  Score: Raw -7328153.188283 + Penalty 3592.358457 = -7324560.829826
  nChanged 3
		SP:Iteration 25Q (12486.400000 sec): 3 clusters
  Score: Raw -7328154.964583 + Penalty 3592.358457 = -7324562.606127
  nChanged 0
		SP:Iteration 26F (12486.570000 sec): 3 clusters
  Score: Raw -7328154.964583 + Penalty 3592.358457 = -7324562.606127
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12486.600000 sec): 2 clusters
  Score: Raw -52469.700766 + Penalty 1029.734181 = -51439.966585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12486.600000 sec): 3 clusters
  Score: Raw -52403.047969 + Penalty 2059.468363 = -50343.579607
  nChanged 152
		SP:Iteration 1F (12486.610000 sec): 3 clusters
  Score: Raw -52620.498438 + Penalty 2059.468363 = -50561.030076
  nChanged 37
		SP:Iteration 2F (12486.610000 sec): 3 clusters
  Score: Raw -52673.507012 + Penalty 2059.468363 = -50614.038649
  nChanged 21
		SP:Iteration 3Q (12486.610000 sec): 3 clusters
  Score: Raw -52703.904623 + Penalty 2059.468363 = -50644.436261
  nChanged 13
		SP:Iteration 4Q (12486.610000 sec): 3 clusters
  Score: Raw -52731.737581 + Penalty 2059.468363 = -50672.269218
  nChanged 8
		SP:Iteration 5Q (12486.610000 sec): 3 clusters
  Score: Raw -52743.143867 + Penalty 2059.468363 = -50683.675504
  nChanged 5
		SP:Iteration 6Q (12486.610000 sec): 3 clusters
  Score: Raw -52753.780331 + Penalty 2059.468363 = -50694.311968
  nChanged 8
		SP:Iteration 7Q (12486.610000 sec): 3 clusters
  Score: Raw -52766.980223 + Penalty 2059.468363 = -50707.511860
  nChanged 4
		SP:Iteration 8Q (12486.610000 sec): 3 clusters
  Score: Raw -52798.469739 + Penalty 2059.468363 = -50739.001376
  nChanged 7
		SP:Iteration 9Q (12486.610000 sec): 3 clusters
  Score: Raw -52815.743700 + Penalty 2059.468363 = -50756.275337
  nChanged 10
		SP:Iteration 10Q (12486.620000 sec): 3 clusters
  Score: Raw -52839.765479 + Penalty 2059.468363 = -50780.297117
  nChanged 8
		SP:Iteration 11Q (12486.620000 sec): 3 clusters
  Score: Raw -52854.000490 + Penalty 2059.468363 = -50794.532128
  nChanged 6
		SP:Iteration 12Q (12486.620000 sec): 3 clusters
  Score: Raw -52865.277216 + Penalty 2059.468363 = -50805.808854
  nChanged 3
		SP:Iteration 13Q (12486.620000 sec): 3 clusters
  Score: Raw -52872.117459 + Penalty 2059.468363 = -50812.649096
  nChanged 1
		SP:Iteration 14Q (12486.620000 sec): 3 clusters
  Score: Raw -52872.716341 + Penalty 2059.468363 = -50813.247978
  nChanged 1
		SP:Iteration 15Q (12486.620000 sec): 3 clusters
  Score: Raw -52875.094907 + Penalty 2059.468363 = -50815.626544
  nChanged 3
		SP:Iteration 16Q (12486.630000 sec): 3 clusters
  Score: Raw -52878.764583 + Penalty 2059.468363 = -50819.296221
  nChanged 5
		SP:Iteration 17Q (12486.630000 sec): 3 clusters
  Score: Raw -52886.132788 + Penalty 2059.468363 = -50826.664425
  nChanged 1
		SP:Iteration 18Q (12486.630000 sec): 3 clusters
  Score: Raw -52886.552281 + Penalty 2059.468363 = -50827.083918
  nChanged 0
		SP:Iteration 19F (12486.630000 sec): 3 clusters
  Score: Raw -52886.552281 + Penalty 2059.468363 = -50827.083918
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12486.640000 sec): 2 clusters
  Score: Raw -447578.409886 + Penalty 1345.491991 = -446232.917895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12486.650000 sec): 3 clusters
  Score: Raw -445600.350071 + Penalty 2690.983983 = -442909.366089
  nChanged 1572
		SP:Iteration 1F (12486.660000 sec): 3 clusters
  Score: Raw -446478.027537 + Penalty 2690.983983 = -443787.043554
  nChanged 284
		SP:Iteration 2F (12486.670000 sec): 3 clusters
  Score: Raw -446617.627892 + Penalty 2690.983983 = -443926.643909
  nChanged 179
		SP:Iteration 3Q (12486.680000 sec): 3 clusters
  Score: Raw -446716.053630 + Penalty 2690.983983 = -444025.069648
  nChanged 152
		SP:Iteration 4Q (12486.690000 sec): 3 clusters
  Score: Raw -446814.922554 + Penalty 2690.983983 = -444123.938571
  nChanged 145
		SP:Iteration 5Q (12486.700000 sec): 3 clusters
  Score: Raw -446911.098444 + Penalty 2690.983983 = -444220.114461
  nChanged 154
		SP:Iteration 6Q (12486.710000 sec): 3 clusters
  Score: Raw -447009.066182 + Penalty 2690.983983 = -444318.082200
  nChanged 147
		SP:Iteration 7Q (12486.720000 sec): 3 clusters
  Score: Raw -447120.536564 + Penalty 2690.983983 = -444429.552582
  nChanged 159
		SP:Iteration 8Q (12486.730000 sec): 3 clusters
  Score: Raw -447246.723246 + Penalty 2690.983983 = -444555.739264
  nChanged 176
		SP:Iteration 9Q (12486.740000 sec): 3 clusters
  Score: Raw -447394.228852 + Penalty 2690.983983 = -444703.244869
  nChanged 160
		SP:Iteration 10Q (12486.750000 sec): 3 clusters
  Score: Raw -447498.205115 + Penalty 2690.983983 = -444807.221132
  nChanged 151
		SP:Iteration 11Q (12486.760000 sec): 3 clusters
  Score: Raw -447608.858384 + Penalty 2690.983983 = -444917.874402
  nChanged 136
		SP:Iteration 12Q (12486.770000 sec): 3 clusters
  Score: Raw -447702.104289 + Penalty 2690.983983 = -445011.120307
  nChanged 110
		SP:Iteration 13Q (12486.780000 sec): 3 clusters
  Score: Raw -447769.859815 + Penalty 2690.983983 = -445078.875833
  nChanged 108
		SP:Iteration 14Q (12486.790000 sec): 3 clusters
  Score: Raw -447842.510995 + Penalty 2690.983983 = -445151.527012
  nChanged 98
		SP:Iteration 15Q (12486.800000 sec): 3 clusters
  Score: Raw -447914.846810 + Penalty 2690.983983 = -445223.862828
  nChanged 90
		SP:Iteration 16Q (12486.810000 sec): 3 clusters
  Score: Raw -447986.310426 + Penalty 2690.983983 = -445295.326443
  nChanged 84
		SP:Iteration 17Q (12486.820000 sec): 3 clusters
  Score: Raw -448034.884506 + Penalty 2690.983983 = -445343.900524
  nChanged 85
		SP:Iteration 18Q (12486.830000 sec): 3 clusters
  Score: Raw -448085.137717 + Penalty 2690.983983 = -445394.153734
  nChanged 58
		SP:Iteration 19Q (12486.830000 sec): 3 clusters
  Score: Raw -448111.875991 + Penalty 2690.983983 = -445420.892008
  nChanged 35
		SP:Iteration 20F (12486.850000 sec): 3 clusters
  Score: Raw -448128.146808 + Penalty 2690.983983 = -445437.162825
  nChanged 31
		SP:Iteration 21Q (12486.850000 sec): 3 clusters
  Score: Raw -448142.105664 + Penalty 2690.983983 = -445451.121682
  nChanged 24
		SP:Iteration 22Q (12486.860000 sec): 3 clusters
  Score: Raw -448151.599726 + Penalty 2690.983983 = -445460.615744
  nChanged 23
		SP:Iteration 23Q (12486.870000 sec): 3 clusters
  Score: Raw -448162.744221 + Penalty 2690.983983 = -445471.760239
  nChanged 21
		SP:Iteration 24Q (12486.880000 sec): 3 clusters
  Score: Raw -448172.773410 + Penalty 2690.983983 = -445481.789427
  nChanged 20
		SP:Iteration 25Q (12486.890000 sec): 3 clusters
  Score: Raw -448181.203026 + Penalty 2690.983983 = -445490.219043
  nChanged 17
		SP:Iteration 26Q (12486.900000 sec): 3 clusters
  Score: Raw -448186.989079 + Penalty 2690.983983 = -445496.005097
  nChanged 11
		SP:Iteration 27Q (12486.910000 sec): 3 clusters
  Score: Raw -448192.379668 + Penalty 2690.983983 = -445501.395685
  nChanged 9
		SP:Iteration 28Q (12486.920000 sec): 3 clusters
  Score: Raw -448196.344278 + Penalty 2690.983983 = -445505.360295
  nChanged 12
		SP:Iteration 29Q (12486.930000 sec): 3 clusters
  Score: Raw -448199.319333 + Penalty 2690.983983 = -445508.335351
  nChanged 10
		SP:Iteration 30Q (12486.940000 sec): 3 clusters
  Score: Raw -448203.296908 + Penalty 2690.983983 = -445512.312925
  nChanged 8
		SP:Iteration 31Q (12486.950000 sec): 3 clusters
  Score: Raw -448206.562535 + Penalty 2690.983983 = -445515.578553
  nChanged 6
		SP:Iteration 32Q (12486.950000 sec): 3 clusters
  Score: Raw -448208.658753 + Penalty 2690.983983 = -445517.674770
  nChanged 6
		SP:Iteration 33Q (12486.970000 sec): 3 clusters
  Score: Raw -448210.752469 + Penalty 2690.983983 = -445519.768486
  nChanged 6
		SP:Iteration 34Q (12486.970000 sec): 3 clusters
  Score: Raw -448212.675643 + Penalty 2690.983983 = -445521.691660
  nChanged 4
		SP:Iteration 35Q (12486.980000 sec): 3 clusters
  Score: Raw -448213.634536 + Penalty 2690.983983 = -445522.650553
  nChanged 4
		SP:Iteration 36Q (12486.990000 sec): 3 clusters
  Score: Raw -448214.418783 + Penalty 2690.983983 = -445523.434800
  nChanged 1
		SP:Iteration 37Q (12487.000000 sec): 3 clusters
  Score: Raw -448214.927796 + Penalty 2690.983983 = -445523.943813
  nChanged 4
		SP:Iteration 38Q (12487.010000 sec): 3 clusters
  Score: Raw -448216.441499 + Penalty 2690.983983 = -445525.457516
  nChanged 3
		SP:Iteration 39Q (12487.020000 sec): 3 clusters
  Score: Raw -448216.892344 + Penalty 2690.983983 = -445525.908361
  nChanged 2
		SP:Iteration 40F (12487.030000 sec): 3 clusters
  Score: Raw -448217.550573 + Penalty 2690.983983 = -445526.566591
  nChanged 3
		SP:Iteration 41Q (12487.040000 sec): 3 clusters
  Score: Raw -448218.129358 + Penalty 2690.983983 = -445527.145376
  nChanged 2
		SP:Iteration 42Q (12487.050000 sec): 3 clusters
  Score: Raw -448219.118038 + Penalty 2690.983983 = -445528.134056
  nChanged 2
		SP:Iteration 43Q (12487.060000 sec): 3 clusters
  Score: Raw -448219.764503 + Penalty 2690.983983 = -445528.780520
  nChanged 1
		SP:Iteration 44Q (12487.070000 sec): 3 clusters
  Score: Raw -448219.941988 + Penalty 2690.983983 = -445528.958006
  nChanged 0
		SP:Iteration 45F (12487.070000 sec): 3 clusters
  Score: Raw -448219.941988 + Penalty 2690.983983 = -445528.958006
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12487.080000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12487.080000 sec): 3 clusters
  Score: Raw -40521.925267 + Penalty 1919.242601 = -38602.682666
  nChanged 72
		SP:Iteration 1F (12487.090000 sec): 3 clusters
  Score: Raw -40639.701127 + Penalty 1919.242601 = -38720.458527
  nChanged 21
		SP:Iteration 2F (12487.090000 sec): 3 clusters
  Score: Raw -40708.745162 + Penalty 1919.242601 = -38789.502562
  nChanged 16
		SP:Iteration 3Q (12487.090000 sec): 3 clusters
  Score: Raw -40764.665775 + Penalty 1919.242601 = -38845.423174
  nChanged 9
		SP:Iteration 4Q (12487.090000 sec): 3 clusters
  Score: Raw -40784.433561 + Penalty 1919.242601 = -38865.190961
  nChanged 5
		SP:Iteration 5Q (12487.090000 sec): 3 clusters
  Score: Raw -40795.454957 + Penalty 1919.242601 = -38876.212356
  nChanged 2
		SP:Iteration 6Q (12487.090000 sec): 3 clusters
  Score: Raw -40799.056368 + Penalty 1919.242601 = -38879.813767
  nChanged 3
		SP:Iteration 7Q (12487.090000 sec): 3 clusters
  Score: Raw -40808.465054 + Penalty 1919.242601 = -38889.222453
  nChanged 1
		SP:Iteration 8Q (12487.090000 sec): 3 clusters
  Score: Raw -40810.824406 + Penalty 1919.242601 = -38891.581805
  nChanged 2
		SP:Iteration 9Q (12487.090000 sec): 3 clusters
  Score: Raw -40817.378747 + Penalty 1919.242601 = -38898.136147
  nChanged 2
		SP:Iteration 10Q (12487.090000 sec): 3 clusters
  Score: Raw -40823.440157 + Penalty 1919.242601 = -38904.197556
  nChanged 0
		SP:Iteration 11F (12487.090000 sec): 3 clusters
  Score: Raw -40823.440157 + Penalty 1919.242601 = -38904.197556
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12487.130000 sec): 2 clusters
  Score: Raw -1164174.647448 + Penalty 1502.192021 = -1162672.455427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12487.160000 sec): 3 clusters
  Score: Raw -1158275.787647 + Penalty 3004.384042 = -1155271.403605
  nChanged 4482
		SP:Iteration 1F (12487.180000 sec): 3 clusters
  Score: Raw -1160823.444517 + Penalty 3004.384042 = -1157819.060476
  nChanged 551
		SP:Iteration 2F (12487.210000 sec): 3 clusters
  Score: Raw -1161033.289549 + Penalty 3004.384042 = -1158028.905507
  nChanged 434
		SP:Iteration 3Q (12487.230000 sec): 3 clusters
  Score: Raw -1161184.655477 + Penalty 3004.384042 = -1158180.271436
  nChanged 379
		SP:Iteration 4Q (12487.260000 sec): 3 clusters
  Score: Raw -1161340.201851 + Penalty 3004.384042 = -1158335.817810
  nChanged 371
		SP:Iteration 5Q (12487.290000 sec): 3 clusters
  Score: Raw -1161516.796216 + Penalty 3004.384042 = -1158512.412174
  nChanged 417
		SP:Iteration 6Q (12487.310000 sec): 3 clusters
  Score: Raw -1161742.357863 + Penalty 3004.384042 = -1158737.973821
  nChanged 469
		SP:Iteration 7Q (12487.340000 sec): 3 clusters
  Score: Raw -1161993.044843 + Penalty 3004.384042 = -1158988.660801
  nChanged 494
		SP:Iteration 8Q (12487.370000 sec): 3 clusters
  Score: Raw -1162233.213250 + Penalty 3004.384042 = -1159228.829209
  nChanged 471
		SP:Iteration 9Q (12487.390000 sec): 3 clusters
  Score: Raw -1162473.176131 + Penalty 3004.384042 = -1159468.792089
  nChanged 473
		SP:Iteration 10Q (12487.420000 sec): 3 clusters
  Score: Raw -1162729.011150 + Penalty 3004.384042 = -1159724.627108
  nChanged 441
		SP:Iteration 11Q (12487.450000 sec): 3 clusters
  Score: Raw -1162988.237740 + Penalty 3004.384042 = -1159983.853698
  nChanged 406
		SP:Iteration 12Q (12487.470000 sec): 3 clusters
  Score: Raw -1163250.373830 + Penalty 3004.384042 = -1160245.989788
  nChanged 352
		SP:Iteration 13Q (12487.500000 sec): 3 clusters
  Score: Raw -1163480.824414 + Penalty 3004.384042 = -1160476.440372
  nChanged 345
		SP:Iteration 14Q (12487.530000 sec): 3 clusters
  Score: Raw -1163723.910451 + Penalty 3004.384042 = -1160719.526409
  nChanged 296
		SP:Iteration 15Q (12487.550000 sec): 3 clusters
  Score: Raw -1163892.848986 + Penalty 3004.384042 = -1160888.464944
  nChanged 224
		SP:Iteration 16Q (12487.570000 sec): 3 clusters
  Score: Raw -1164017.594086 + Penalty 3004.384042 = -1161013.210045
  nChanged 186
		SP:Iteration 17Q (12487.600000 sec): 3 clusters
  Score: Raw -1164103.948807 + Penalty 3004.384042 = -1161099.564765
  nChanged 147
		SP:Iteration 18Q (12487.620000 sec): 3 clusters
  Score: Raw -1164174.233281 + Penalty 3004.384042 = -1161169.849239
  nChanged 138
		SP:Iteration 19Q (12487.650000 sec): 3 clusters
  Score: Raw -1164235.532556 + Penalty 3004.384042 = -1161231.148515
  nChanged 95
		SP:Iteration 20F (12487.670000 sec): 3 clusters
  Score: Raw -1164273.269860 + Penalty 3004.384042 = -1161268.885819
  nChanged 94
		SP:Iteration 21Q (12487.690000 sec): 3 clusters
  Score: Raw -1164318.577500 + Penalty 3004.384042 = -1161314.193458
  nChanged 105
		SP:Iteration 22Q (12487.720000 sec): 3 clusters
  Score: Raw -1164367.792251 + Penalty 3004.384042 = -1161363.408210
  nChanged 93
		SP:Iteration 23Q (12487.740000 sec): 3 clusters
  Score: Raw -1164411.284472 + Penalty 3004.384042 = -1161406.900431
  nChanged 97
		SP:Iteration 24Q (12487.760000 sec): 3 clusters
  Score: Raw -1164456.792903 + Penalty 3004.384042 = -1161452.408861
  nChanged 75
		SP:Iteration 25Q (12487.790000 sec): 3 clusters
  Score: Raw -1164486.265372 + Penalty 3004.384042 = -1161481.881330
  nChanged 65
		SP:Iteration 26Q (12487.810000 sec): 3 clusters
  Score: Raw -1164518.406159 + Penalty 3004.384042 = -1161514.022117
  nChanged 53
		SP:Iteration 27Q (12487.830000 sec): 3 clusters
  Score: Raw -1164544.160632 + Penalty 3004.384042 = -1161539.776590
  nChanged 59
		SP:Iteration 28Q (12487.850000 sec): 3 clusters
  Score: Raw -1164577.253260 + Penalty 3004.384042 = -1161572.869218
  nChanged 57
		SP:Iteration 29Q (12487.870000 sec): 3 clusters
  Score: Raw -1164608.213802 + Penalty 3004.384042 = -1161603.829760
  nChanged 55
		SP:Iteration 30Q (12487.890000 sec): 3 clusters
  Score: Raw -1164641.189710 + Penalty 3004.384042 = -1161636.805669
  nChanged 52
		SP:Iteration 31Q (12487.910000 sec): 3 clusters
  Score: Raw -1164675.148116 + Penalty 3004.384042 = -1161670.764074
  nChanged 52
		SP:Iteration 32Q (12487.930000 sec): 3 clusters
  Score: Raw -1164718.062376 + Penalty 3004.384042 = -1161713.678334
  nChanged 65
		SP:Iteration 33Q (12487.950000 sec): 3 clusters
  Score: Raw -1164794.028257 + Penalty 3004.384042 = -1161789.644215
  nChanged 69
		SP:Iteration 34Q (12487.970000 sec): 3 clusters
  Score: Raw -1164892.616387 + Penalty 3004.384042 = -1161888.232345
  nChanged 58
		SP:Iteration 35Q (12488.000000 sec): 3 clusters
  Score: Raw -1164978.686047 + Penalty 3004.384042 = -1161974.302005
  nChanged 49
		SP:Iteration 36Q (12488.020000 sec): 3 clusters
  Score: Raw -1165018.447279 + Penalty 3004.384042 = -1162014.063237
  nChanged 34
		SP:Iteration 37Q (12488.040000 sec): 3 clusters
  Score: Raw -1165038.381575 + Penalty 3004.384042 = -1162033.997533
  nChanged 15
		SP:Iteration 38Q (12488.060000 sec): 3 clusters
  Score: Raw -1165043.802470 + Penalty 3004.384042 = -1162039.418428
  nChanged 8
		SP:Iteration 39Q (12488.080000 sec): 3 clusters
  Score: Raw -1165047.362371 + Penalty 3004.384042 = -1162042.978329
  nChanged 12
		SP:Iteration 40F (12488.100000 sec): 3 clusters
  Score: Raw -1165052.596898 + Penalty 3004.384042 = -1162048.212856
  nChanged 9
		SP:Iteration 41Q (12488.120000 sec): 3 clusters
  Score: Raw -1165056.465233 + Penalty 3004.384042 = -1162052.081191
  nChanged 5
		SP:Iteration 42Q (12488.140000 sec): 3 clusters
  Score: Raw -1165058.254387 + Penalty 3004.384042 = -1162053.870345
  nChanged 1
		SP:Iteration 43Q (12488.160000 sec): 3 clusters
  Score: Raw -1165058.482064 + Penalty 3004.384042 = -1162054.098022
  nChanged 1
		SP:Iteration 44Q (12488.180000 sec): 3 clusters
  Score: Raw -1165058.926407 + Penalty 3004.384042 = -1162054.542365
  nChanged 1
		SP:Iteration 45Q (12488.200000 sec): 3 clusters
  Score: Raw -1165059.109701 + Penalty 3004.384042 = -1162054.725659
  nChanged 0
		SP:Iteration 46F (12488.230000 sec): 3 clusters
  Score: Raw -1165059.109701 + Penalty 3004.384042 = -1162054.725659
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12488.300000 sec): 2 clusters
  Score: Raw -2358210.897813 + Penalty 1621.732594 = -2356589.165219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12488.350000 sec): 3 clusters
  Score: Raw -2345146.320819 + Penalty 3243.465187 = -2341902.855632
  nChanged 9862
		SP:Iteration 1F (12488.410000 sec): 3 clusters
  Score: Raw -2350752.427987 + Penalty 3243.465187 = -2347508.962800
  nChanged 1167
		SP:Iteration 2F (12488.470000 sec): 3 clusters
  Score: Raw -2351187.246055 + Penalty 3243.465187 = -2347943.780868
  nChanged 1019
		SP:Iteration 3Q (12488.530000 sec): 3 clusters
  Score: Raw -2351585.776872 + Penalty 3243.465187 = -2348342.311684
  nChanged 1028
		SP:Iteration 4Q (12488.590000 sec): 3 clusters
  Score: Raw -2352058.238080 + Penalty 3243.465187 = -2348814.772893
  nChanged 1053
		SP:Iteration 5Q (12488.650000 sec): 3 clusters
  Score: Raw -2352620.630611 + Penalty 3243.465187 = -2349377.165423
  nChanged 1113
		SP:Iteration 6F (12488.700000 sec): 3 clusters
  Score: Raw -2353278.479420 + Penalty 3243.465187 = -2350035.014232
  nChanged 1171
		SP:Iteration 7F (12488.760000 sec): 3 clusters
  Score: Raw -2354041.990688 + Penalty 3243.465187 = -2350798.525501
  nChanged 1213
		SP:Iteration 8F (12488.820000 sec): 3 clusters
  Score: Raw -2354875.783717 + Penalty 3243.465187 = -2351632.318530
  nChanged 1141
		SP:Iteration 9F (12488.870000 sec): 3 clusters
  Score: Raw -2355696.902635 + Penalty 3243.465187 = -2352453.437448
  nChanged 1079
		SP:Iteration 10Q (12488.930000 sec): 3 clusters
  Score: Raw -2356532.793443 + Penalty 3243.465187 = -2353289.328256
  nChanged 863
		SP:Iteration 11Q (12488.990000 sec): 3 clusters
  Score: Raw -2357197.110606 + Penalty 3243.465187 = -2353953.645419
  nChanged 682
		SP:Iteration 12Q (12489.040000 sec): 3 clusters
  Score: Raw -2357711.381871 + Penalty 3243.465187 = -2354467.916684
  nChanged 480
		SP:Iteration 13Q (12489.090000 sec): 3 clusters
  Score: Raw -2358073.944537 + Penalty 3243.465187 = -2354830.479350
  nChanged 294
		SP:Iteration 14Q (12489.140000 sec): 3 clusters
  Score: Raw -2358297.772138 + Penalty 3243.465187 = -2355054.306951
  nChanged 193
		SP:Iteration 15Q (12489.190000 sec): 3 clusters
  Score: Raw -2358441.955357 + Penalty 3243.465187 = -2355198.490170
  nChanged 118
		SP:Iteration 16Q (12489.240000 sec): 3 clusters
  Score: Raw -2358526.936407 + Penalty 3243.465187 = -2355283.471220
  nChanged 81
		SP:Iteration 17Q (12489.290000 sec): 3 clusters
  Score: Raw -2358583.111644 + Penalty 3243.465187 = -2355339.646456
  nChanged 43
		SP:Iteration 18Q (12489.330000 sec): 3 clusters
  Score: Raw -2358611.221714 + Penalty 3243.465187 = -2355367.756526
  nChanged 35
		SP:Iteration 19Q (12489.370000 sec): 3 clusters
  Score: Raw -2358634.320081 + Penalty 3243.465187 = -2355390.854894
  nChanged 24
		SP:Iteration 20F (12489.430000 sec): 3 clusters
  Score: Raw -2358653.310157 + Penalty 3243.465187 = -2355409.844970
  nChanged 21
		SP:Iteration 21Q (12489.470000 sec): 3 clusters
  Score: Raw -2358666.565471 + Penalty 3243.465187 = -2355423.100284
  nChanged 20
		SP:Iteration 22Q (12489.520000 sec): 3 clusters
  Score: Raw -2358681.562950 + Penalty 3243.465187 = -2355438.097762
  nChanged 19
		SP:Iteration 23Q (12489.560000 sec): 3 clusters
  Score: Raw -2358692.858499 + Penalty 3243.465187 = -2355449.393312
  nChanged 19
		SP:Iteration 24Q (12489.610000 sec): 3 clusters
  Score: Raw -2358705.530803 + Penalty 3243.465187 = -2355462.065616
  nChanged 13
		SP:Iteration 25Q (12489.650000 sec): 3 clusters
  Score: Raw -2358714.659224 + Penalty 3243.465187 = -2355471.194037
  nChanged 8
		SP:Iteration 26Q (12489.690000 sec): 3 clusters
  Score: Raw -2358719.119618 + Penalty 3243.465187 = -2355475.654431
  nChanged 8
		SP:Iteration 27Q (12489.730000 sec): 3 clusters
  Score: Raw -2358724.548697 + Penalty 3243.465187 = -2355481.083510
  nChanged 8
		SP:Iteration 28Q (12489.770000 sec): 3 clusters
  Score: Raw -2358731.037992 + Penalty 3243.465187 = -2355487.572805
  nChanged 6
		SP:Iteration 29Q (12489.820000 sec): 3 clusters
  Score: Raw -2358735.511740 + Penalty 3243.465187 = -2355492.046553
  nChanged 9
		SP:Iteration 30Q (12489.860000 sec): 3 clusters
  Score: Raw -2358741.639199 + Penalty 3243.465187 = -2355498.174012
  nChanged 9
		SP:Iteration 31Q (12489.900000 sec): 3 clusters
  Score: Raw -2358746.463745 + Penalty 3243.465187 = -2355502.998558
  nChanged 3
		SP:Iteration 32Q (12489.950000 sec): 3 clusters
  Score: Raw -2358748.934928 + Penalty 3243.465187 = -2355505.469741
  nChanged 6
		SP:Iteration 33Q (12489.990000 sec): 3 clusters
  Score: Raw -2358752.648842 + Penalty 3243.465187 = -2355509.183655
  nChanged 6
		SP:Iteration 34Q (12490.030000 sec): 3 clusters
  Score: Raw -2358755.800540 + Penalty 3243.465187 = -2355512.335353
  nChanged 3
		SP:Iteration 35Q (12490.070000 sec): 3 clusters
  Score: Raw -2358757.148991 + Penalty 3243.465187 = -2355513.683803
  nChanged 1
		SP:Iteration 36Q (12490.110000 sec): 3 clusters
  Score: Raw -2358757.599504 + Penalty 3243.465187 = -2355514.134317
  nChanged 1
		SP:Iteration 37Q (12490.160000 sec): 3 clusters
  Score: Raw -2358757.966894 + Penalty 3243.465187 = -2355514.501706
  nChanged 2
		SP:Iteration 38Q (12490.200000 sec): 3 clusters
  Score: Raw -2358760.420449 + Penalty 3243.465187 = -2355516.955262
  nChanged 3
		SP:Iteration 39Q (12490.240000 sec): 3 clusters
  Score: Raw -2358763.318343 + Penalty 3243.465187 = -2355519.853155
  nChanged 4
		SP:Iteration 40F (12490.300000 sec): 3 clusters
  Score: Raw -2358765.095793 + Penalty 3243.465187 = -2355521.630606
  nChanged 2
		SP:Iteration 41Q (12490.340000 sec): 3 clusters
  Score: Raw -2358765.997242 + Penalty 3243.465187 = -2355522.532054
  nChanged 1
		SP:Iteration 42Q (12490.390000 sec): 3 clusters
  Score: Raw -2358766.782687 + Penalty 3243.465187 = -2355523.317500
  nChanged 2
		SP:Iteration 43Q (12490.430000 sec): 3 clusters
  Score: Raw -2358767.455142 + Penalty 3243.465187 = -2355523.989954
  nChanged 3
		SP:Iteration 44Q (12490.470000 sec): 3 clusters
  Score: Raw -2358769.379605 + Penalty 3243.465187 = -2355525.914418
  nChanged 4
		SP:Iteration 45Q (12490.510000 sec): 3 clusters
  Score: Raw -2358771.135191 + Penalty 3243.465187 = -2355527.670004
  nChanged 2
		SP:Iteration 46Q (12490.560000 sec): 3 clusters
  Score: Raw -2358774.035047 + Penalty 3243.465187 = -2355530.569860
  nChanged 2
		SP:Iteration 47Q (12490.600000 sec): 3 clusters
  Score: Raw -2358779.596333 + Penalty 3243.465187 = -2355536.131145
  nChanged 6
		SP:Iteration 48Q (12490.640000 sec): 3 clusters
  Score: Raw -2358782.549180 + Penalty 3243.465187 = -2355539.083992
  nChanged 3
		SP:Iteration 49Q (12490.690000 sec): 3 clusters
  Score: Raw -2358784.243753 + Penalty 3243.465187 = -2355540.778566
  nChanged 2
		SP:Iteration 50Q (12490.730000 sec): 3 clusters
  Score: Raw -2358785.244992 + Penalty 3243.465187 = -2355541.779804
  nChanged 1
		SP:Iteration 51Q (12490.770000 sec): 3 clusters
  Score: Raw -2358785.563101 + Penalty 3243.465187 = -2355542.097914
  nChanged 0
		SP:Iteration 52F (12490.830000 sec): 3 clusters
  Score: Raw -2358785.563101 + Penalty 3243.465187 = -2355542.097914
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12490.870000 sec): 2 clusters
  Score: Raw -1269808.139386 + Penalty 1509.697250 = -1268298.442136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12490.890000 sec): 3 clusters
  Score: Raw -1263657.434429 + Penalty 3019.394500 = -1260638.039929
  nChanged 4646
		SP:Iteration 1F (12490.920000 sec): 3 clusters
  Score: Raw -1266088.170853 + Penalty 3019.394500 = -1263068.776352
  nChanged 610
		SP:Iteration 2F (12490.950000 sec): 3 clusters
  Score: Raw -1266354.936285 + Penalty 3019.394500 = -1263335.541784
  nChanged 530
		SP:Iteration 3Q (12490.980000 sec): 3 clusters
  Score: Raw -1266603.754691 + Penalty 3019.394500 = -1263584.360191
  nChanged 539
		SP:Iteration 4Q (12491.010000 sec): 3 clusters
  Score: Raw -1266865.161513 + Penalty 3019.394500 = -1263845.767013
  nChanged 505
		SP:Iteration 5Q (12491.030000 sec): 3 clusters
  Score: Raw -1267116.550129 + Penalty 3019.394500 = -1264097.155628
  nChanged 523
		SP:Iteration 6Q (12491.070000 sec): 3 clusters
  Score: Raw -1267392.649718 + Penalty 3019.394500 = -1264373.255218
  nChanged 533
		SP:Iteration 7Q (12491.090000 sec): 3 clusters
  Score: Raw -1267708.290420 + Penalty 3019.394500 = -1264688.895920
  nChanged 532
		SP:Iteration 8Q (12491.120000 sec): 3 clusters
  Score: Raw -1268013.774010 + Penalty 3019.394500 = -1264994.379510
  nChanged 494
		SP:Iteration 9Q (12491.150000 sec): 3 clusters
  Score: Raw -1268310.672273 + Penalty 3019.394500 = -1265291.277773
  nChanged 464
		SP:Iteration 10Q (12491.180000 sec): 3 clusters
  Score: Raw -1268580.551336 + Penalty 3019.394500 = -1265561.156836
  nChanged 402
		SP:Iteration 11Q (12491.210000 sec): 3 clusters
  Score: Raw -1268796.791541 + Penalty 3019.394500 = -1265777.397040
  nChanged 317
		SP:Iteration 12Q (12491.230000 sec): 3 clusters
  Score: Raw -1268936.313718 + Penalty 3019.394500 = -1265916.919217
  nChanged 228
		SP:Iteration 13Q (12491.260000 sec): 3 clusters
  Score: Raw -1269017.663896 + Penalty 3019.394500 = -1265998.269396
  nChanged 187
		SP:Iteration 14Q (12491.290000 sec): 3 clusters
  Score: Raw -1269079.452351 + Penalty 3019.394500 = -1266060.057851
  nChanged 145
		SP:Iteration 15Q (12491.320000 sec): 3 clusters
  Score: Raw -1269125.357599 + Penalty 3019.394500 = -1266105.963099
  nChanged 134
		SP:Iteration 16Q (12491.350000 sec): 3 clusters
  Score: Raw -1269166.337752 + Penalty 3019.394500 = -1266146.943252
  nChanged 111
		SP:Iteration 17Q (12491.370000 sec): 3 clusters
  Score: Raw -1269198.558363 + Penalty 3019.394500 = -1266179.163863
  nChanged 92
		SP:Iteration 18Q (12491.400000 sec): 3 clusters
  Score: Raw -1269227.868527 + Penalty 3019.394500 = -1266208.474026
  nChanged 101
		SP:Iteration 19Q (12491.430000 sec): 3 clusters
  Score: Raw -1269256.316215 + Penalty 3019.394500 = -1266236.921715
  nChanged 94
		SP:Iteration 20F (12491.460000 sec): 3 clusters
  Score: Raw -1269279.706261 + Penalty 3019.394500 = -1266260.311760
  nChanged 94
		SP:Iteration 21Q (12491.490000 sec): 3 clusters
  Score: Raw -1269304.937210 + Penalty 3019.394500 = -1266285.542710
  nChanged 92
		SP:Iteration 22Q (12491.510000 sec): 3 clusters
  Score: Raw -1269329.480158 + Penalty 3019.394500 = -1266310.085658
  nChanged 94
		SP:Iteration 23Q (12491.540000 sec): 3 clusters
  Score: Raw -1269357.474639 + Penalty 3019.394500 = -1266338.080139
  nChanged 88
		SP:Iteration 24Q (12491.570000 sec): 3 clusters
  Score: Raw -1269381.643205 + Penalty 3019.394500 = -1266362.248705
  nChanged 90
		SP:Iteration 25Q (12491.590000 sec): 3 clusters
  Score: Raw -1269406.715098 + Penalty 3019.394500 = -1266387.320598
  nChanged 76
		SP:Iteration 26Q (12491.620000 sec): 3 clusters
  Score: Raw -1269428.664114 + Penalty 3019.394500 = -1266409.269614
  nChanged 91
		SP:Iteration 27Q (12491.650000 sec): 3 clusters
  Score: Raw -1269452.101137 + Penalty 3019.394500 = -1266432.706637
  nChanged 80
		SP:Iteration 28Q (12491.670000 sec): 3 clusters
  Score: Raw -1269473.001776 + Penalty 3019.394500 = -1266453.607275
  nChanged 76
		SP:Iteration 29Q (12491.700000 sec): 3 clusters
  Score: Raw -1269493.704442 + Penalty 3019.394500 = -1266474.309942
  nChanged 63
		SP:Iteration 30Q (12491.730000 sec): 3 clusters
  Score: Raw -1269512.475908 + Penalty 3019.394500 = -1266493.081408
  nChanged 65
		SP:Iteration 31Q (12491.750000 sec): 3 clusters
  Score: Raw -1269529.146763 + Penalty 3019.394500 = -1266509.752263
  nChanged 64
		SP:Iteration 32Q (12491.780000 sec): 3 clusters
  Score: Raw -1269542.862874 + Penalty 3019.394500 = -1266523.468374
  nChanged 56
		SP:Iteration 33Q (12491.810000 sec): 3 clusters
  Score: Raw -1269554.323836 + Penalty 3019.394500 = -1266534.929336
  nChanged 40
		SP:Iteration 34Q (12491.830000 sec): 3 clusters
  Score: Raw -1269563.020260 + Penalty 3019.394500 = -1266543.625759
  nChanged 44
		SP:Iteration 35Q (12491.860000 sec): 3 clusters
  Score: Raw -1269572.101817 + Penalty 3019.394500 = -1266552.707316
  nChanged 44
		SP:Iteration 36Q (12491.890000 sec): 3 clusters
  Score: Raw -1269579.936755 + Penalty 3019.394500 = -1266560.542255
  nChanged 31
		SP:Iteration 37Q (12491.910000 sec): 3 clusters
  Score: Raw -1269583.978989 + Penalty 3019.394500 = -1266564.584489
  nChanged 24
		SP:Iteration 38Q (12491.940000 sec): 3 clusters
  Score: Raw -1269586.791537 + Penalty 3019.394500 = -1266567.397036
  nChanged 23
		SP:Iteration 39Q (12491.960000 sec): 3 clusters
  Score: Raw -1269589.642181 + Penalty 3019.394500 = -1266570.247680
  nChanged 18
		SP:Iteration 40F (12491.990000 sec): 3 clusters
  Score: Raw -1269591.929735 + Penalty 3019.394500 = -1266572.535235
  nChanged 30
		SP:Iteration 41Q (12492.020000 sec): 3 clusters
  Score: Raw -1269596.649114 + Penalty 3019.394500 = -1266577.254614
  nChanged 29
		SP:Iteration 42Q (12492.050000 sec): 3 clusters
  Score: Raw -1269600.548472 + Penalty 3019.394500 = -1266581.153971
  nChanged 18
		SP:Iteration 43Q (12492.070000 sec): 3 clusters
  Score: Raw -1269603.595432 + Penalty 3019.394500 = -1266584.200931
  nChanged 25
		SP:Iteration 44Q (12492.100000 sec): 3 clusters
  Score: Raw -1269608.344946 + Penalty 3019.394500 = -1266588.950446
  nChanged 33
		SP:Iteration 45Q (12492.130000 sec): 3 clusters
  Score: Raw -1269613.986577 + Penalty 3019.394500 = -1266594.592076
  nChanged 32
		SP:Iteration 46Q (12492.150000 sec): 3 clusters
  Score: Raw -1269619.151317 + Penalty 3019.394500 = -1266599.756817
  nChanged 26
		SP:Iteration 47Q (12492.180000 sec): 3 clusters
  Score: Raw -1269622.825461 + Penalty 3019.394500 = -1266603.430961
  nChanged 23
		SP:Iteration 48Q (12492.210000 sec): 3 clusters
  Score: Raw -1269625.987594 + Penalty 3019.394500 = -1266606.593093
  nChanged 20
		SP:Iteration 49Q (12492.230000 sec): 3 clusters
  Score: Raw -1269628.240384 + Penalty 3019.394500 = -1266608.845884
  nChanged 18
		SP:Iteration 50Q (12492.260000 sec): 3 clusters
  Score: Raw -1269629.949237 + Penalty 3019.394500 = -1266610.554737
  nChanged 13
		SP:Iteration 51Q (12492.290000 sec): 3 clusters
  Score: Raw -1269631.387029 + Penalty 3019.394500 = -1266611.992529
  nChanged 15
		SP:Iteration 52Q (12492.310000 sec): 3 clusters
  Score: Raw -1269633.517407 + Penalty 3019.394500 = -1266614.122907
  nChanged 20
		SP:Iteration 53Q (12492.340000 sec): 3 clusters
  Score: Raw -1269637.027910 + Penalty 3019.394500 = -1266617.633410
  nChanged 24
		SP:Iteration 54Q (12492.370000 sec): 3 clusters
  Score: Raw -1269640.723208 + Penalty 3019.394500 = -1266621.328708
  nChanged 17
		SP:Iteration 55Q (12492.390000 sec): 3 clusters
  Score: Raw -1269643.414140 + Penalty 3019.394500 = -1266624.019640
  nChanged 20
		SP:Iteration 56Q (12492.420000 sec): 3 clusters
  Score: Raw -1269647.086120 + Penalty 3019.394500 = -1266627.691620
  nChanged 23
		SP:Iteration 57Q (12492.450000 sec): 3 clusters
  Score: Raw -1269650.697083 + Penalty 3019.394500 = -1266631.302582
  nChanged 20
		SP:Iteration 58Q (12492.470000 sec): 3 clusters
  Score: Raw -1269652.979533 + Penalty 3019.394500 = -1266633.585033
  nChanged 15
		SP:Iteration 59Q (12492.500000 sec): 3 clusters
  Score: Raw -1269654.951161 + Penalty 3019.394500 = -1266635.556661
  nChanged 16
		SP:Iteration 60F (12492.530000 sec): 3 clusters
  Score: Raw -1269657.565408 + Penalty 3019.394500 = -1266638.170908
  nChanged 20
		SP:Iteration 61Q (12492.550000 sec): 3 clusters
  Score: Raw -1269661.253820 + Penalty 3019.394500 = -1266641.859319
  nChanged 24
		SP:Iteration 62Q (12492.580000 sec): 3 clusters
  Score: Raw -1269664.903210 + Penalty 3019.394500 = -1266645.508709
  nChanged 20
		SP:Iteration 63Q (12492.610000 sec): 3 clusters
  Score: Raw -1269667.310217 + Penalty 3019.394500 = -1266647.915717
  nChanged 18
		SP:Iteration 64Q (12492.630000 sec): 3 clusters
  Score: Raw -1269669.381166 + Penalty 3019.394500 = -1266649.986666
  nChanged 19
		SP:Iteration 65Q (12492.660000 sec): 3 clusters
  Score: Raw -1269671.549544 + Penalty 3019.394500 = -1266652.155044
  nChanged 21
		SP:Iteration 66Q (12492.680000 sec): 3 clusters
  Score: Raw -1269674.909151 + Penalty 3019.394500 = -1266655.514650
  nChanged 26
		SP:Iteration 67Q (12492.710000 sec): 3 clusters
  Score: Raw -1269678.638241 + Penalty 3019.394500 = -1266659.243741
  nChanged 27
		SP:Iteration 68Q (12492.730000 sec): 3 clusters
  Score: Raw -1269682.788409 + Penalty 3019.394500 = -1266663.393909
  nChanged 26
		SP:Iteration 69Q (12492.760000 sec): 3 clusters
  Score: Raw -1269686.777420 + Penalty 3019.394500 = -1266667.382920
  nChanged 26
		SP:Iteration 70Q (12492.790000 sec): 3 clusters
  Score: Raw -1269690.986386 + Penalty 3019.394500 = -1266671.591886
  nChanged 29
		SP:Iteration 71Q (12492.810000 sec): 3 clusters
  Score: Raw -1269696.016609 + Penalty 3019.394500 = -1266676.622109
  nChanged 22
		SP:Iteration 72Q (12492.840000 sec): 3 clusters
  Score: Raw -1269699.545286 + Penalty 3019.394500 = -1266680.150786
  nChanged 32
		SP:Iteration 73Q (12492.870000 sec): 3 clusters
  Score: Raw -1269705.022718 + Penalty 3019.394500 = -1266685.628218
  nChanged 30
		SP:Iteration 74Q (12492.890000 sec): 3 clusters
  Score: Raw -1269709.304508 + Penalty 3019.394500 = -1266689.910007
  nChanged 25
		SP:Iteration 75Q (12492.920000 sec): 3 clusters
  Score: Raw -1269713.600975 + Penalty 3019.394500 = -1266694.206475
  nChanged 23
		SP:Iteration 76Q (12492.940000 sec): 3 clusters
  Score: Raw -1269717.087364 + Penalty 3019.394500 = -1266697.692864
  nChanged 23
		SP:Iteration 77Q (12492.970000 sec): 3 clusters
  Score: Raw -1269720.718911 + Penalty 3019.394500 = -1266701.324410
  nChanged 25
		SP:Iteration 78Q (12492.990000 sec): 3 clusters
  Score: Raw -1269725.506467 + Penalty 3019.394500 = -1266706.111967
  nChanged 28
		SP:Iteration 79Q (12493.020000 sec): 3 clusters
  Score: Raw -1269730.196972 + Penalty 3019.394500 = -1266710.802471
  nChanged 24
		SP:Iteration 80F (12493.050000 sec): 3 clusters
  Score: Raw -1269734.079100 + Penalty 3019.394500 = -1266714.684600
  nChanged 24
		SP:Iteration 81Q (12493.070000 sec): 3 clusters
  Score: Raw -1269738.147166 + Penalty 3019.394500 = -1266718.752666
  nChanged 18
		SP:Iteration 82Q (12493.100000 sec): 3 clusters
  Score: Raw -1269740.908880 + Penalty 3019.394500 = -1266721.514379
  nChanged 19
		SP:Iteration 83Q (12493.130000 sec): 3 clusters
  Score: Raw -1269743.507617 + Penalty 3019.394500 = -1266724.113117
  nChanged 15
		SP:Iteration 84Q (12493.150000 sec): 3 clusters
  Score: Raw -1269745.694733 + Penalty 3019.394500 = -1266726.300232
  nChanged 14
		SP:Iteration 85Q (12493.180000 sec): 3 clusters
  Score: Raw -1269747.177147 + Penalty 3019.394500 = -1266727.782647
  nChanged 12
		SP:Iteration 86Q (12493.210000 sec): 3 clusters
  Score: Raw -1269748.294225 + Penalty 3019.394500 = -1266728.899725
  nChanged 12
		SP:Iteration 87Q (12493.230000 sec): 3 clusters
  Score: Raw -1269749.990075 + Penalty 3019.394500 = -1266730.595574
  nChanged 14
		SP:Iteration 88Q (12493.250000 sec): 3 clusters
  Score: Raw -1269751.910212 + Penalty 3019.394500 = -1266732.515711
  nChanged 15
		SP:Iteration 89Q (12493.280000 sec): 3 clusters
  Score: Raw -1269754.723620 + Penalty 3019.394500 = -1266735.329120
  nChanged 14
		SP:Iteration 90Q (12493.310000 sec): 3 clusters
  Score: Raw -1269757.319399 + Penalty 3019.394500 = -1266737.924898
  nChanged 11
		SP:Iteration 91Q (12493.330000 sec): 3 clusters
  Score: Raw -1269759.013846 + Penalty 3019.394500 = -1266739.619345
  nChanged 13
		SP:Iteration 92Q (12493.360000 sec): 3 clusters
  Score: Raw -1269761.394613 + Penalty 3019.394500 = -1266742.000112
  nChanged 18
		SP:Iteration 93Q (12493.380000 sec): 3 clusters
  Score: Raw -1269763.901278 + Penalty 3019.394500 = -1266744.506778
  nChanged 13
		SP:Iteration 94Q (12493.410000 sec): 3 clusters
  Score: Raw -1269765.333535 + Penalty 3019.394500 = -1266745.939035
  nChanged 10
		SP:Iteration 95Q (12493.430000 sec): 3 clusters
  Score: Raw -1269766.582074 + Penalty 3019.394500 = -1266747.187574
  nChanged 11
		SP:Iteration 96Q (12493.460000 sec): 3 clusters
  Score: Raw -1269768.499942 + Penalty 3019.394500 = -1266749.105442
  nChanged 15
		SP:Iteration 97Q (12493.480000 sec): 3 clusters
  Score: Raw -1269771.317919 + Penalty 3019.394500 = -1266751.923418
  nChanged 15
		SP:Iteration 98Q (12493.510000 sec): 3 clusters
  Score: Raw -1269773.933032 + Penalty 3019.394500 = -1266754.538532
  nChanged 23
		SP:Iteration 99Q (12493.530000 sec): 3 clusters
  Score: Raw -1269778.387258 + Penalty 3019.394500 = -1266758.992758
  nChanged 16
		SP:Iteration 100F (12493.560000 sec): 3 clusters
  Score: Raw -1269781.089068 + Penalty 3019.394500 = -1266761.694568
  nChanged 19
		SP:Iteration 101Q (12493.590000 sec): 3 clusters
  Score: Raw -1269784.087765 + Penalty 3019.394500 = -1266764.693265
  nChanged 15
		SP:Iteration 102Q (12493.610000 sec): 3 clusters
  Score: Raw -1269786.275033 + Penalty 3019.394500 = -1266766.880533
  nChanged 12
		SP:Iteration 103Q (12493.640000 sec): 3 clusters
  Score: Raw -1269788.227938 + Penalty 3019.394500 = -1266768.833438
  nChanged 15
		SP:Iteration 104Q (12493.670000 sec): 3 clusters
  Score: Raw -1269791.053671 + Penalty 3019.394500 = -1266771.659171
  nChanged 18
		SP:Iteration 105Q (12493.690000 sec): 3 clusters
  Score: Raw -1269793.912814 + Penalty 3019.394500 = -1266774.518314
  nChanged 18
		SP:Iteration 106Q (12493.710000 sec): 3 clusters
  Score: Raw -1269796.988211 + Penalty 3019.394500 = -1266777.593711
  nChanged 14
		SP:Iteration 107Q (12493.740000 sec): 3 clusters
  Score: Raw -1269798.756571 + Penalty 3019.394500 = -1266779.362070
  nChanged 13
		SP:Iteration 108Q (12493.770000 sec): 3 clusters
  Score: Raw -1269800.526969 + Penalty 3019.394500 = -1266781.132469
  nChanged 9
		SP:Iteration 109Q (12493.790000 sec): 3 clusters
  Score: Raw -1269801.933332 + Penalty 3019.394500 = -1266782.538832
  nChanged 18
		SP:Iteration 110Q (12493.810000 sec): 3 clusters
  Score: Raw -1269805.277073 + Penalty 3019.394500 = -1266785.882573
  nChanged 22
		SP:Iteration 111Q (12493.840000 sec): 3 clusters
  Score: Raw -1269810.325401 + Penalty 3019.394500 = -1266790.930901
  nChanged 29
		SP:Iteration 112Q (12493.870000 sec): 3 clusters
  Score: Raw -1269817.910116 + Penalty 3019.394500 = -1266798.515616
  nChanged 36
		SP:Iteration 113Q (12493.890000 sec): 3 clusters
  Score: Raw -1269827.016292 + Penalty 3019.394500 = -1266807.621792
  nChanged 40
		SP:Iteration 114Q (12493.910000 sec): 3 clusters
  Score: Raw -1269838.097001 + Penalty 3019.394500 = -1266818.702500
  nChanged 42
		SP:Iteration 115Q (12493.940000 sec): 3 clusters
  Score: Raw -1269852.250318 + Penalty 3019.394500 = -1266832.855818
  nChanged 45
		SP:Iteration 116Q (12493.970000 sec): 3 clusters
  Score: Raw -1269866.631629 + Penalty 3019.394500 = -1266847.237128
  nChanged 48
		SP:Iteration 117Q (12493.990000 sec): 3 clusters
  Score: Raw -1269879.617292 + Penalty 3019.394500 = -1266860.222791
  nChanged 49
		SP:Iteration 118Q (12494.010000 sec): 3 clusters
  Score: Raw -1269892.133198 + Penalty 3019.394500 = -1266872.738698
  nChanged 57
		SP:Iteration 119Q (12494.040000 sec): 3 clusters
  Score: Raw -1269912.419568 + Penalty 3019.394500 = -1266893.025068
  nChanged 70
		SP:Iteration 120F (12494.070000 sec): 3 clusters
  Score: Raw -1269933.587418 + Penalty 3019.394500 = -1266914.192918
  nChanged 60
		SP:Iteration 121Q (12494.090000 sec): 3 clusters
  Score: Raw -1269949.539985 + Penalty 3019.394500 = -1266930.145485
  nChanged 46
		SP:Iteration 122Q (12494.110000 sec): 3 clusters
  Score: Raw -1269960.779724 + Penalty 3019.394500 = -1266941.385224
  nChanged 38
		SP:Iteration 123Q (12494.140000 sec): 3 clusters
  Score: Raw -1269971.039644 + Penalty 3019.394500 = -1266951.645143
  nChanged 46
		SP:Iteration 124Q (12494.160000 sec): 3 clusters
  Score: Raw -1269983.571335 + Penalty 3019.394500 = -1266964.176835
  nChanged 40
		SP:Iteration 125Q (12494.190000 sec): 3 clusters
  Score: Raw -1269992.497897 + Penalty 3019.394500 = -1266973.103397
  nChanged 33
		SP:Iteration 126Q (12494.210000 sec): 3 clusters
  Score: Raw -1270002.400494 + Penalty 3019.394500 = -1266983.005994
  nChanged 30
		SP:Iteration 127Q (12494.230000 sec): 3 clusters
  Score: Raw -1270009.753241 + Penalty 3019.394500 = -1266990.358741
  nChanged 31
		SP:Iteration 128Q (12494.260000 sec): 3 clusters
  Score: Raw -1270016.734406 + Penalty 3019.394500 = -1266997.339906
  nChanged 34
		SP:Iteration 129Q (12494.280000 sec): 3 clusters
  Score: Raw -1270025.346170 + Penalty 3019.394500 = -1267005.951670
  nChanged 32
		SP:Iteration 130Q (12494.310000 sec): 3 clusters
  Score: Raw -1270035.232064 + Penalty 3019.394500 = -1267015.837564
  nChanged 33
		SP:Iteration 131Q (12494.330000 sec): 3 clusters
  Score: Raw -1270045.653735 + Penalty 3019.394500 = -1267026.259235
  nChanged 27
		SP:Iteration 132Q (12494.350000 sec): 3 clusters
  Score: Raw -1270053.921141 + Penalty 3019.394500 = -1267034.526641
  nChanged 30
		SP:Iteration 133Q (12494.380000 sec): 3 clusters
  Score: Raw -1270063.048220 + Penalty 3019.394500 = -1267043.653720
  nChanged 27
		SP:Iteration 134Q (12494.400000 sec): 3 clusters
  Score: Raw -1270072.241219 + Penalty 3019.394500 = -1267052.846719
  nChanged 30
		SP:Iteration 135Q (12494.420000 sec): 3 clusters
  Score: Raw -1270081.845037 + Penalty 3019.394500 = -1267062.450537
  nChanged 23
		SP:Iteration 136Q (12494.450000 sec): 3 clusters
  Score: Raw -1270088.011865 + Penalty 3019.394500 = -1267068.617365
  nChanged 25
		SP:Iteration 137Q (12494.470000 sec): 3 clusters
  Score: Raw -1270094.205662 + Penalty 3019.394500 = -1267074.811162
  nChanged 27
		SP:Iteration 138Q (12494.490000 sec): 3 clusters
  Score: Raw -1270102.721937 + Penalty 3019.394500 = -1267083.327437
  nChanged 23
		SP:Iteration 139Q (12494.510000 sec): 3 clusters
  Score: Raw -1270109.169316 + Penalty 3019.394500 = -1267089.774816
  nChanged 23
		SP:Iteration 140F (12494.540000 sec): 3 clusters
  Score: Raw -1270115.042559 + Penalty 3019.394500 = -1267095.648058
  nChanged 16
		SP:Iteration 141Q (12494.560000 sec): 3 clusters
  Score: Raw -1270119.535321 + Penalty 3019.394500 = -1267100.140821
  nChanged 16
		SP:Iteration 142Q (12494.590000 sec): 3 clusters
  Score: Raw -1270123.120082 + Penalty 3019.394500 = -1267103.725581
  nChanged 15
		SP:Iteration 143Q (12494.610000 sec): 3 clusters
  Score: Raw -1270127.432190 + Penalty 3019.394500 = -1267108.037689
  nChanged 16
		SP:Iteration 144Q (12494.630000 sec): 3 clusters
  Score: Raw -1270132.374866 + Penalty 3019.394500 = -1267112.980366
  nChanged 19
		SP:Iteration 145Q (12494.650000 sec): 3 clusters
  Score: Raw -1270139.601948 + Penalty 3019.394500 = -1267120.207447
  nChanged 22
		SP:Iteration 146Q (12494.670000 sec): 3 clusters
  Score: Raw -1270147.174208 + Penalty 3019.394500 = -1267127.779707
  nChanged 16
		SP:Iteration 147Q (12494.690000 sec): 3 clusters
  Score: Raw -1270151.884002 + Penalty 3019.394500 = -1267132.489502
  nChanged 15
		SP:Iteration 148Q (12494.710000 sec): 3 clusters
  Score: Raw -1270155.164249 + Penalty 3019.394500 = -1267135.769749
  nChanged 9
		SP:Iteration 149Q (12494.740000 sec): 3 clusters
  Score: Raw -1270156.934747 + Penalty 3019.394500 = -1267137.540247
  nChanged 7
		SP:Iteration 150Q (12494.760000 sec): 3 clusters
  Score: Raw -1270158.636298 + Penalty 3019.394500 = -1267139.241797
  nChanged 9
		SP:Iteration 151Q (12494.780000 sec): 3 clusters
  Score: Raw -1270160.458744 + Penalty 3019.394500 = -1267141.064244
  nChanged 1
		SP:Iteration 152Q (12494.800000 sec): 3 clusters
  Score: Raw -1270160.702632 + Penalty 3019.394500 = -1267141.308131
  nChanged 1
		SP:Iteration 153Q (12494.820000 sec): 3 clusters
  Score: Raw -1270160.760999 + Penalty 3019.394500 = -1267141.366498
  nChanged 0
		SP:Iteration 154F (12494.850000 sec): 3 clusters
  Score: Raw -1270160.760999 + Penalty 3019.394500 = -1267141.366498
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12494.910000 sec): 2 clusters
  Score: Raw -2348438.820754 + Penalty 1611.559923 = -2346827.260831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12494.970000 sec): 3 clusters
  Score: Raw -2336116.016777 + Penalty 3223.119846 = -2332892.896931
  nChanged 9288
		SP:Iteration 1F (12495.020000 sec): 3 clusters
  Score: Raw -2341338.618950 + Penalty 3223.119846 = -2338115.499105
  nChanged 1028
		SP:Iteration 2F (12495.070000 sec): 3 clusters
  Score: Raw -2341727.819751 + Penalty 3223.119846 = -2338504.699905
  nChanged 952
		SP:Iteration 3Q (12495.130000 sec): 3 clusters
  Score: Raw -2342087.606331 + Penalty 3223.119846 = -2338864.486486
  nChanged 929
		SP:Iteration 4Q (12495.180000 sec): 3 clusters
  Score: Raw -2342475.426441 + Penalty 3223.119846 = -2339252.306595
  nChanged 914
		SP:Iteration 5Q (12495.240000 sec): 3 clusters
  Score: Raw -2342910.256823 + Penalty 3223.119846 = -2339687.136978
  nChanged 952
		SP:Iteration 6Q (12495.290000 sec): 3 clusters
  Score: Raw -2343420.970784 + Penalty 3223.119846 = -2340197.850938
  nChanged 1006
		SP:Iteration 7Q (12495.350000 sec): 3 clusters
  Score: Raw -2344037.773945 + Penalty 3223.119846 = -2340814.654099
  nChanged 1120
		SP:Iteration 8F (12495.400000 sec): 3 clusters
  Score: Raw -2344832.183211 + Penalty 3223.119846 = -2341609.063365
  nChanged 1128
		SP:Iteration 9F (12495.450000 sec): 3 clusters
  Score: Raw -2345694.559065 + Penalty 3223.119846 = -2342471.439219
  nChanged 981
		SP:Iteration 10Q (12495.500000 sec): 3 clusters
  Score: Raw -2346483.741995 + Penalty 3223.119846 = -2343260.622149
  nChanged 836
		SP:Iteration 11Q (12495.550000 sec): 3 clusters
  Score: Raw -2347165.669613 + Penalty 3223.119846 = -2343942.549767
  nChanged 661
		SP:Iteration 12Q (12495.600000 sec): 3 clusters
  Score: Raw -2347687.482303 + Penalty 3223.119846 = -2344464.362457
  nChanged 475
		SP:Iteration 13Q (12495.650000 sec): 3 clusters
  Score: Raw -2348061.278062 + Penalty 3223.119846 = -2344838.158216
  nChanged 332
		SP:Iteration 14Q (12495.690000 sec): 3 clusters
  Score: Raw -2348320.130040 + Penalty 3223.119846 = -2345097.010194
  nChanged 214
		SP:Iteration 15Q (12495.730000 sec): 3 clusters
  Score: Raw -2348493.109406 + Penalty 3223.119846 = -2345269.989560
  nChanged 135
		SP:Iteration 16Q (12495.770000 sec): 3 clusters
  Score: Raw -2348606.641144 + Penalty 3223.119846 = -2345383.521298
  nChanged 82
		SP:Iteration 17Q (12495.810000 sec): 3 clusters
  Score: Raw -2348670.103909 + Penalty 3223.119846 = -2345446.984063
  nChanged 53
		SP:Iteration 18Q (12495.850000 sec): 3 clusters
  Score: Raw -2348709.551957 + Penalty 3223.119846 = -2345486.432111
  nChanged 34
		SP:Iteration 19Q (12495.890000 sec): 3 clusters
  Score: Raw -2348735.805831 + Penalty 3223.119846 = -2345512.685985
  nChanged 22
		SP:Iteration 20F (12495.940000 sec): 3 clusters
  Score: Raw -2348750.645457 + Penalty 3223.119846 = -2345527.525611
  nChanged 11
		SP:Iteration 21Q (12495.980000 sec): 3 clusters
  Score: Raw -2348757.589404 + Penalty 3223.119846 = -2345534.469558
  nChanged 6
		SP:Iteration 22Q (12496.010000 sec): 3 clusters
  Score: Raw -2348764.852762 + Penalty 3223.119846 = -2345541.732916
  nChanged 5
		SP:Iteration 23Q (12496.050000 sec): 3 clusters
  Score: Raw -2348768.563141 + Penalty 3223.119846 = -2345545.443295
  nChanged 8
		SP:Iteration 24Q (12496.090000 sec): 3 clusters
  Score: Raw -2348774.835916 + Penalty 3223.119846 = -2345551.716071
  nChanged 5
		SP:Iteration 25Q (12496.130000 sec): 3 clusters
  Score: Raw -2348779.518932 + Penalty 3223.119846 = -2345556.399086
  nChanged 1
		SP:Iteration 26Q (12496.170000 sec): 3 clusters
  Score: Raw -2348780.066953 + Penalty 3223.119846 = -2345556.947107
  nChanged 0
		SP:Iteration 27F (12496.220000 sec): 3 clusters
  Score: Raw -2348780.066953 + Penalty 3223.119846 = -2345556.947107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12496.250000 sec): 2 clusters
  Score: Raw -1259460.740038 + Penalty 1505.642323 = -1257955.097716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12496.280000 sec): 3 clusters
  Score: Raw -1253370.396699 + Penalty 3011.284645 = -1250359.112054
  nChanged 4528
		SP:Iteration 1F (12496.310000 sec): 3 clusters
  Score: Raw -1255966.310869 + Penalty 3011.284645 = -1252955.026223
  nChanged 721
		SP:Iteration 2F (12496.330000 sec): 3 clusters
  Score: Raw -1256394.291118 + Penalty 3011.284645 = -1253383.006473
  nChanged 668
		SP:Iteration 3F (12496.360000 sec): 3 clusters
  Score: Raw -1256781.827826 + Penalty 3011.284645 = -1253770.543180
  nChanged 637
		SP:Iteration 4F (12496.390000 sec): 3 clusters
  Score: Raw -1257150.426142 + Penalty 3011.284645 = -1254139.141496
  nChanged 625
		SP:Iteration 5F (12496.410000 sec): 3 clusters
  Score: Raw -1257535.694038 + Penalty 3011.284645 = -1254524.409393
  nChanged 599
		SP:Iteration 6F (12496.440000 sec): 3 clusters
  Score: Raw -1257933.818879 + Penalty 3011.284645 = -1254922.534234
  nChanged 557
		SP:Iteration 7F (12496.470000 sec): 3 clusters
  Score: Raw -1258317.724544 + Penalty 3011.284645 = -1255306.439899
  nChanged 500
		SP:Iteration 8Q (12496.490000 sec): 3 clusters
  Score: Raw -1258696.922576 + Penalty 3011.284645 = -1255685.637930
  nChanged 411
		SP:Iteration 9Q (12496.520000 sec): 3 clusters
  Score: Raw -1259021.354380 + Penalty 3011.284645 = -1256010.069735
  nChanged 335
		SP:Iteration 10Q (12496.550000 sec): 3 clusters
  Score: Raw -1259260.928324 + Penalty 3011.284645 = -1256249.643679
  nChanged 279
		SP:Iteration 11Q (12496.570000 sec): 3 clusters
  Score: Raw -1259449.040416 + Penalty 3011.284645 = -1256437.755771
  nChanged 218
		SP:Iteration 12Q (12496.590000 sec): 3 clusters
  Score: Raw -1259572.389194 + Penalty 3011.284645 = -1256561.104548
  nChanged 134
		SP:Iteration 13Q (12496.620000 sec): 3 clusters
  Score: Raw -1259639.738747 + Penalty 3011.284645 = -1256628.454101
  nChanged 116
		SP:Iteration 14Q (12496.640000 sec): 3 clusters
  Score: Raw -1259691.637472 + Penalty 3011.284645 = -1256680.352827
  nChanged 88
		SP:Iteration 15Q (12496.670000 sec): 3 clusters
  Score: Raw -1259728.220300 + Penalty 3011.284645 = -1256716.935655
  nChanged 68
		SP:Iteration 16Q (12496.690000 sec): 3 clusters
  Score: Raw -1259756.281066 + Penalty 3011.284645 = -1256744.996421
  nChanged 67
		SP:Iteration 17Q (12496.710000 sec): 3 clusters
  Score: Raw -1259784.321577 + Penalty 3011.284645 = -1256773.036932
  nChanged 57
		SP:Iteration 18Q (12496.740000 sec): 3 clusters
  Score: Raw -1259805.486302 + Penalty 3011.284645 = -1256794.201656
  nChanged 46
		SP:Iteration 19Q (12496.760000 sec): 3 clusters
  Score: Raw -1259823.669989 + Penalty 3011.284645 = -1256812.385344
  nChanged 35
		SP:Iteration 20F (12496.790000 sec): 3 clusters
  Score: Raw -1259837.443765 + Penalty 3011.284645 = -1256826.159120
  nChanged 32
		SP:Iteration 21Q (12496.810000 sec): 3 clusters
  Score: Raw -1259849.721699 + Penalty 3011.284645 = -1256838.437053
  nChanged 35
		SP:Iteration 22Q (12496.830000 sec): 3 clusters
  Score: Raw -1259864.523960 + Penalty 3011.284645 = -1256853.239314
  nChanged 38
		SP:Iteration 23Q (12496.850000 sec): 3 clusters
  Score: Raw -1259881.698843 + Penalty 3011.284645 = -1256870.414198
  nChanged 29
		SP:Iteration 24Q (12496.880000 sec): 3 clusters
  Score: Raw -1259894.486332 + Penalty 3011.284645 = -1256883.201687
  nChanged 30
		SP:Iteration 25Q (12496.900000 sec): 3 clusters
  Score: Raw -1259907.288395 + Penalty 3011.284645 = -1256896.003749
  nChanged 34
		SP:Iteration 26Q (12496.920000 sec): 3 clusters
  Score: Raw -1259924.678185 + Penalty 3011.284645 = -1256913.393540
  nChanged 37
		SP:Iteration 27Q (12496.940000 sec): 3 clusters
  Score: Raw -1259941.952977 + Penalty 3011.284645 = -1256930.668332
  nChanged 34
		SP:Iteration 28Q (12496.970000 sec): 3 clusters
  Score: Raw -1259954.052538 + Penalty 3011.284645 = -1256942.767893
  nChanged 23
		SP:Iteration 29Q (12496.990000 sec): 3 clusters
  Score: Raw -1259962.766725 + Penalty 3011.284645 = -1256951.482079
  nChanged 26
		SP:Iteration 30Q (12497.010000 sec): 3 clusters
  Score: Raw -1259972.752109 + Penalty 3011.284645 = -1256961.467464
  nChanged 18
		SP:Iteration 31Q (12497.030000 sec): 3 clusters
  Score: Raw -1259981.182129 + Penalty 3011.284645 = -1256969.897484
  nChanged 25
		SP:Iteration 32Q (12497.050000 sec): 3 clusters
  Score: Raw -1259993.201005 + Penalty 3011.284645 = -1256981.916360
  nChanged 27
		SP:Iteration 33Q (12497.070000 sec): 3 clusters
  Score: Raw -1260004.831311 + Penalty 3011.284645 = -1256993.546666
  nChanged 18
		SP:Iteration 34Q (12497.090000 sec): 3 clusters
  Score: Raw -1260014.622235 + Penalty 3011.284645 = -1257003.337590
  nChanged 17
		SP:Iteration 35Q (12497.110000 sec): 3 clusters
  Score: Raw -1260024.807321 + Penalty 3011.284645 = -1257013.522675
  nChanged 18
		SP:Iteration 36Q (12497.130000 sec): 3 clusters
  Score: Raw -1260036.175447 + Penalty 3011.284645 = -1257024.890802
  nChanged 20
		SP:Iteration 37Q (12497.150000 sec): 3 clusters
  Score: Raw -1260046.567325 + Penalty 3011.284645 = -1257035.282680
  nChanged 13
		SP:Iteration 38Q (12497.180000 sec): 3 clusters
  Score: Raw -1260053.857397 + Penalty 3011.284645 = -1257042.572751
  nChanged 14
		SP:Iteration 39Q (12497.200000 sec): 3 clusters
  Score: Raw -1260059.653883 + Penalty 3011.284645 = -1257048.369238
  nChanged 9
		SP:Iteration 40F (12497.220000 sec): 3 clusters
  Score: Raw -1260065.046736 + Penalty 3011.284645 = -1257053.762090
  nChanged 13
		SP:Iteration 41Q (12497.250000 sec): 3 clusters
  Score: Raw -1260071.450561 + Penalty 3011.284645 = -1257060.165915
  nChanged 10
		SP:Iteration 42Q (12497.270000 sec): 3 clusters
  Score: Raw -1260077.397495 + Penalty 3011.284645 = -1257066.112850
  nChanged 12
		SP:Iteration 43Q (12497.290000 sec): 3 clusters
  Score: Raw -1260083.625522 + Penalty 3011.284645 = -1257072.340876
  nChanged 16
		SP:Iteration 44Q (12497.310000 sec): 3 clusters
  Score: Raw -1260093.614123 + Penalty 3011.284645 = -1257082.329478
  nChanged 14
		SP:Iteration 45Q (12497.330000 sec): 3 clusters
  Score: Raw -1260099.526910 + Penalty 3011.284645 = -1257088.242265
  nChanged 10
		SP:Iteration 46Q (12497.350000 sec): 3 clusters
  Score: Raw -1260104.223453 + Penalty 3011.284645 = -1257092.938808
  nChanged 6
		SP:Iteration 47Q (12497.370000 sec): 3 clusters
  Score: Raw -1260107.761553 + Penalty 3011.284645 = -1257096.476908
  nChanged 7
		SP:Iteration 48Q (12497.390000 sec): 3 clusters
  Score: Raw -1260110.660794 + Penalty 3011.284645 = -1257099.376149
  nChanged 6
		SP:Iteration 49Q (12497.410000 sec): 3 clusters
  Score: Raw -1260115.377693 + Penalty 3011.284645 = -1257104.093047
  nChanged 9
		SP:Iteration 50Q (12497.430000 sec): 3 clusters
  Score: Raw -1260120.702216 + Penalty 3011.284645 = -1257109.417571
  nChanged 12
		SP:Iteration 51Q (12497.450000 sec): 3 clusters
  Score: Raw -1260129.959080 + Penalty 3011.284645 = -1257118.674435
  nChanged 12
		SP:Iteration 52Q (12497.470000 sec): 3 clusters
  Score: Raw -1260137.374279 + Penalty 3011.284645 = -1257126.089634
  nChanged 13
		SP:Iteration 53Q (12497.490000 sec): 3 clusters
  Score: Raw -1260143.324085 + Penalty 3011.284645 = -1257132.039439
  nChanged 7
		SP:Iteration 54Q (12497.510000 sec): 3 clusters
  Score: Raw -1260146.664690 + Penalty 3011.284645 = -1257135.380044
  nChanged 5
		SP:Iteration 55Q (12497.530000 sec): 3 clusters
  Score: Raw -1260150.235161 + Penalty 3011.284645 = -1257138.950516
  nChanged 13
		SP:Iteration 56Q (12497.550000 sec): 3 clusters
  Score: Raw -1260163.504544 + Penalty 3011.284645 = -1257152.219899
  nChanged 13
		SP:Iteration 57Q (12497.570000 sec): 3 clusters
  Score: Raw -1260173.828423 + Penalty 3011.284645 = -1257162.543777
  nChanged 14
		SP:Iteration 58Q (12497.590000 sec): 3 clusters
  Score: Raw -1260185.506370 + Penalty 3011.284645 = -1257174.221725
  nChanged 12
		SP:Iteration 59Q (12497.610000 sec): 3 clusters
  Score: Raw -1260194.213119 + Penalty 3011.284645 = -1257182.928473
  nChanged 11
		SP:Iteration 60F (12497.630000 sec): 3 clusters
  Score: Raw -1260206.437923 + Penalty 3011.284645 = -1257195.153277
  nChanged 13
		SP:Iteration 61Q (12497.650000 sec): 3 clusters
  Score: Raw -1260217.897791 + Penalty 3011.284645 = -1257206.613145
  nChanged 10
		SP:Iteration 62Q (12497.670000 sec): 3 clusters
  Score: Raw -1260224.340038 + Penalty 3011.284645 = -1257213.055393
  nChanged 4
		SP:Iteration 63Q (12497.690000 sec): 3 clusters
  Score: Raw -1260227.014870 + Penalty 3011.284645 = -1257215.730224
  nChanged 3
		SP:Iteration 64Q (12497.710000 sec): 3 clusters
  Score: Raw -1260228.252645 + Penalty 3011.284645 = -1257216.968000
  nChanged 3
		SP:Iteration 65Q (12497.730000 sec): 3 clusters
  Score: Raw -1260229.274132 + Penalty 3011.284645 = -1257217.989487
  nChanged 2
		SP:Iteration 66Q (12497.760000 sec): 3 clusters
  Score: Raw -1260230.356636 + Penalty 3011.284645 = -1257219.071991
  nChanged 2
		SP:Iteration 67Q (12497.780000 sec): 3 clusters
  Score: Raw -1260231.067486 + Penalty 3011.284645 = -1257219.782841
  nChanged 3
		SP:Iteration 68Q (12497.790000 sec): 3 clusters
  Score: Raw -1260232.531565 + Penalty 3011.284645 = -1257221.246920
  nChanged 1
		SP:Iteration 69Q (12497.810000 sec): 3 clusters
  Score: Raw -1260233.119251 + Penalty 3011.284645 = -1257221.834606
  nChanged 1
		SP:Iteration 70Q (12497.830000 sec): 3 clusters
  Score: Raw -1260233.602500 + Penalty 3011.284645 = -1257222.317854
  nChanged 1
		SP:Iteration 71Q (12497.850000 sec): 3 clusters
  Score: Raw -1260233.923927 + Penalty 3011.284645 = -1257222.639281
  nChanged 0
		SP:Iteration 72F (12497.880000 sec): 3 clusters
  Score: Raw -1260233.923927 + Penalty 3011.284645 = -1257222.639281
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12497.900000 sec): 2 clusters
  Score: Raw -365861.642878 + Penalty 1314.191601 = -364547.451277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12497.900000 sec): 3 clusters
  Score: Raw -364276.549747 + Penalty 2628.383201 = -361648.166546
  nChanged 1215
		SP:Iteration 1F (12497.910000 sec): 3 clusters
  Score: Raw -365025.404790 + Penalty 2628.383201 = -362397.021589
  nChanged 233
		SP:Iteration 2F (12497.920000 sec): 3 clusters
  Score: Raw -365198.985217 + Penalty 2628.383201 = -362570.602016
  nChanged 198
		SP:Iteration 3F (12497.930000 sec): 3 clusters
  Score: Raw -365352.006473 + Penalty 2628.383201 = -362723.623272
  nChanged 171
		SP:Iteration 4F (12497.940000 sec): 3 clusters
  Score: Raw -365480.020559 + Penalty 2628.383201 = -362851.637357
  nChanged 154
		SP:Iteration 5Q (12497.940000 sec): 3 clusters
  Score: Raw -365618.102624 + Penalty 2628.383201 = -362989.719423
  nChanged 125
		SP:Iteration 6Q (12497.950000 sec): 3 clusters
  Score: Raw -365729.489852 + Penalty 2628.383201 = -363101.106651
  nChanged 130
		SP:Iteration 7Q (12497.960000 sec): 3 clusters
  Score: Raw -365868.461332 + Penalty 2628.383201 = -363240.078131
  nChanged 128
		SP:Iteration 8Q (12497.960000 sec): 3 clusters
  Score: Raw -365990.729701 + Penalty 2628.383201 = -363362.346500
  nChanged 124
		SP:Iteration 9Q (12497.970000 sec): 3 clusters
  Score: Raw -366127.516262 + Penalty 2628.383201 = -363499.133061
  nChanged 141
		SP:Iteration 10Q (12497.980000 sec): 3 clusters
  Score: Raw -366308.093943 + Penalty 2628.383201 = -363679.710742
  nChanged 136
		SP:Iteration 11Q (12497.990000 sec): 3 clusters
  Score: Raw -366485.380174 + Penalty 2628.383201 = -363856.996973
  nChanged 122
		SP:Iteration 12Q (12497.990000 sec): 3 clusters
  Score: Raw -366607.788222 + Penalty 2628.383201 = -363979.405021
  nChanged 78
		SP:Iteration 13Q (12498.000000 sec): 3 clusters
  Score: Raw -366673.408107 + Penalty 2628.383201 = -364045.024906
  nChanged 47
		SP:Iteration 14Q (12498.010000 sec): 3 clusters
  Score: Raw -366705.882909 + Penalty 2628.383201 = -364077.499708
  nChanged 29
		SP:Iteration 15Q (12498.020000 sec): 3 clusters
  Score: Raw -366722.453446 + Penalty 2628.383201 = -364094.070244
  nChanged 24
		SP:Iteration 16Q (12498.020000 sec): 3 clusters
  Score: Raw -366735.113930 + Penalty 2628.383201 = -364106.730729
  nChanged 13
		SP:Iteration 17Q (12498.030000 sec): 3 clusters
  Score: Raw -366741.205778 + Penalty 2628.383201 = -364112.822577
  nChanged 11
		SP:Iteration 18Q (12498.040000 sec): 3 clusters
  Score: Raw -366747.106930 + Penalty 2628.383201 = -364118.723729
  nChanged 10
		SP:Iteration 19Q (12498.040000 sec): 3 clusters
  Score: Raw -366752.209962 + Penalty 2628.383201 = -364123.826761
  nChanged 6
		SP:Iteration 20F (12498.050000 sec): 3 clusters
  Score: Raw -366754.212374 + Penalty 2628.383201 = -364125.829172
  nChanged 4
		SP:Iteration 21Q (12498.060000 sec): 3 clusters
  Score: Raw -366755.418584 + Penalty 2628.383201 = -364127.035383
  nChanged 3
		SP:Iteration 22Q (12498.060000 sec): 3 clusters
  Score: Raw -366756.708364 + Penalty 2628.383201 = -364128.325163
  nChanged 5
		SP:Iteration 23Q (12498.070000 sec): 3 clusters
  Score: Raw -366758.016102 + Penalty 2628.383201 = -364129.632901
  nChanged 3
		SP:Iteration 24Q (12498.080000 sec): 3 clusters
  Score: Raw -366758.383731 + Penalty 2628.383201 = -364130.000530
  nChanged 1
		SP:Iteration 25Q (12498.080000 sec): 3 clusters
  Score: Raw -366759.031177 + Penalty 2628.383201 = -364130.647976
  nChanged 2
		SP:Iteration 26Q (12498.090000 sec): 3 clusters
  Score: Raw -366759.975358 + Penalty 2628.383201 = -364131.592157
  nChanged 0
		SP:Iteration 27F (12498.100000 sec): 3 clusters
  Score: Raw -366759.975358 + Penalty 2628.383201 = -364131.592157
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12498.260000 sec): 2 clusters
  Score: Raw -5891098.923699 + Penalty 1756.551243 = -5889342.372456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12498.400000 sec): 3 clusters
  Score: Raw -5859804.001179 + Penalty 3513.102487 = -5856290.898692
  nChanged 23303
		SP:Iteration 1F (12498.530000 sec): 3 clusters
  Score: Raw -5872904.888865 + Penalty 3513.102487 = -5869391.786378
  nChanged 1680
		SP:Iteration 2Q (12498.670000 sec): 3 clusters
  Score: Raw -5873341.193855 + Penalty 3513.102487 = -5869828.091368
  nChanged 1931
		SP:Iteration 3Q (12498.800000 sec): 3 clusters
  Score: Raw -5873998.674503 + Penalty 3513.102487 = -5870485.572016
  nChanged 2389
		SP:Iteration 4Q (12498.940000 sec): 3 clusters
  Score: Raw -5875090.057258 + Penalty 3513.102487 = -5871576.954771
  nChanged 3149
		SP:Iteration 5F (12499.070000 sec): 3 clusters
  Score: Raw -5877016.452974 + Penalty 3513.102487 = -5873503.350487
  nChanged 4156
		SP:Iteration 6F (12499.210000 sec): 3 clusters
  Score: Raw -5880293.757158 + Penalty 3513.102487 = -5876780.654671
  nChanged 4500
		SP:Iteration 7F (12499.340000 sec): 3 clusters
  Score: Raw -5884516.492406 + Penalty 3513.102487 = -5881003.389919
  nChanged 3608
		SP:Iteration 8F (12499.480000 sec): 3 clusters
  Score: Raw -5888128.361889 + Penalty 3513.102487 = -5884615.259402
  nChanged 1951
		SP:Iteration 9Q (12499.610000 sec): 3 clusters
  Score: Raw -5890070.662397 + Penalty 3513.102487 = -5886557.559910
  nChanged 799
		SP:Iteration 10Q (12499.730000 sec): 3 clusters
  Score: Raw -5890849.550796 + Penalty 3513.102487 = -5887336.448309
  nChanged 229
		SP:Iteration 11Q (12499.840000 sec): 3 clusters
  Score: Raw -5891101.006318 + Penalty 3513.102487 = -5887587.903831
  nChanged 60
		SP:Iteration 12Q (12499.940000 sec): 3 clusters
  Score: Raw -5891187.746981 + Penalty 3513.102487 = -5887674.644494
  nChanged 22
		SP:Iteration 13Q (12500.040000 sec): 3 clusters
  Score: Raw -5891235.258338 + Penalty 3513.102487 = -5887722.155851
  nChanged 10
		SP:Iteration 14Q (12500.130000 sec): 3 clusters
  Score: Raw -5891250.061425 + Penalty 3513.102487 = -5887736.958938
  nChanged 8
		SP:Iteration 15Q (12500.220000 sec): 3 clusters
  Score: Raw -5891262.691583 + Penalty 3513.102487 = -5887749.589096
  nChanged 4
		SP:Iteration 16Q (12500.310000 sec): 3 clusters
  Score: Raw -5891270.173980 + Penalty 3513.102487 = -5887757.071493
  nChanged 1
		SP:Iteration 17Q (12500.400000 sec): 3 clusters
  Score: Raw -5891272.757508 + Penalty 3513.102487 = -5887759.655021
  nChanged 5
		SP:Iteration 18Q (12500.500000 sec): 3 clusters
  Score: Raw -5891284.125059 + Penalty 3513.102487 = -5887771.022572
  nChanged 2
		SP:Iteration 19Q (12500.590000 sec): 3 clusters
  Score: Raw -5891287.678258 + Penalty 3513.102487 = -5887774.575771
  nChanged 1
		SP:Iteration 20F (12500.720000 sec): 3 clusters
  Score: Raw -5891290.238696 + Penalty 3513.102487 = -5887777.136209
  nChanged 1
		SP:Iteration 21Q (12500.810000 sec): 3 clusters
  Score: Raw -5891293.299116 + Penalty 3513.102487 = -5887780.196629
  nChanged 1
		SP:Iteration 22Q (12500.900000 sec): 3 clusters
  Score: Raw -5891294.384971 + Penalty 3513.102487 = -5887781.282484
  nChanged 1
		SP:Iteration 23Q (12501.000000 sec): 3 clusters
  Score: Raw -5891297.405199 + Penalty 3513.102487 = -5887784.302712
  nChanged 2
		SP:Iteration 24Q (12501.090000 sec): 3 clusters
  Score: Raw -5891300.598852 + Penalty 3513.102487 = -5887787.496365
  nChanged 1
		SP:Iteration 25Q (12501.180000 sec): 3 clusters
  Score: Raw -5891301.195206 + Penalty 3513.102487 = -5887788.092719
  nChanged 0
		SP:Iteration 26F (12501.310000 sec): 3 clusters
  Score: Raw -5891301.195206 + Penalty 3513.102487 = -5887788.092719
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12501.360000 sec): 2 clusters
  Score: Raw -1263720.035626 + Penalty 1511.309130 = -1262208.726496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12501.390000 sec): 3 clusters
  Score: Raw -1257460.996598 + Penalty 3022.618259 = -1254438.378338
  nChanged 4757
		SP:Iteration 1F (12501.420000 sec): 3 clusters
  Score: Raw -1260028.656842 + Penalty 3022.618259 = -1257006.038583
  nChanged 725
		SP:Iteration 2F (12501.440000 sec): 3 clusters
  Score: Raw -1260460.628041 + Penalty 3022.618259 = -1257438.009781
  nChanged 810
		SP:Iteration 3F (12501.470000 sec): 3 clusters
  Score: Raw -1261044.856399 + Penalty 3022.618259 = -1258022.238139
  nChanged 851
		SP:Iteration 4F (12501.500000 sec): 3 clusters
  Score: Raw -1261777.187913 + Penalty 3022.618259 = -1258754.569654
  nChanged 878
		SP:Iteration 5F (12501.530000 sec): 3 clusters
  Score: Raw -1262535.392115 + Penalty 3022.618259 = -1259512.773855
  nChanged 722
		SP:Iteration 6F (12501.560000 sec): 3 clusters
  Score: Raw -1263095.492318 + Penalty 3022.618259 = -1260072.874059
  nChanged 550
		SP:Iteration 7F (12501.580000 sec): 3 clusters
  Score: Raw -1263414.407759 + Penalty 3022.618259 = -1260391.789499
  nChanged 352
		SP:Iteration 8Q (12501.610000 sec): 3 clusters
  Score: Raw -1263575.079239 + Penalty 3022.618259 = -1260552.460980
  nChanged 258
		SP:Iteration 9Q (12501.640000 sec): 3 clusters
  Score: Raw -1263685.926117 + Penalty 3022.618259 = -1260663.307858
  nChanged 194
		SP:Iteration 10Q (12501.660000 sec): 3 clusters
  Score: Raw -1263756.672877 + Penalty 3022.618259 = -1260734.054617
  nChanged 143
		SP:Iteration 11Q (12501.690000 sec): 3 clusters
  Score: Raw -1263805.661515 + Penalty 3022.618259 = -1260783.043256
  nChanged 118
		SP:Iteration 12Q (12501.720000 sec): 3 clusters
  Score: Raw -1263846.138838 + Penalty 3022.618259 = -1260823.520579
  nChanged 107
		SP:Iteration 13Q (12501.750000 sec): 3 clusters
  Score: Raw -1263878.696847 + Penalty 3022.618259 = -1260856.078588
  nChanged 77
		SP:Iteration 14Q (12501.770000 sec): 3 clusters
  Score: Raw -1263899.225007 + Penalty 3022.618259 = -1260876.606748
  nChanged 72
		SP:Iteration 15Q (12501.800000 sec): 3 clusters
  Score: Raw -1263921.398034 + Penalty 3022.618259 = -1260898.779775
  nChanged 53
		SP:Iteration 16Q (12501.830000 sec): 3 clusters
  Score: Raw -1263937.676790 + Penalty 3022.618259 = -1260915.058531
  nChanged 39
		SP:Iteration 17Q (12501.860000 sec): 3 clusters
  Score: Raw -1263948.228353 + Penalty 3022.618259 = -1260925.610094
  nChanged 45
		SP:Iteration 18Q (12501.890000 sec): 3 clusters
  Score: Raw -1263961.949377 + Penalty 3022.618259 = -1260939.331117
  nChanged 37
		SP:Iteration 19Q (12501.920000 sec): 3 clusters
  Score: Raw -1263974.492899 + Penalty 3022.618259 = -1260951.874639
  nChanged 45
		SP:Iteration 20F (12501.940000 sec): 3 clusters
  Score: Raw -1263987.457068 + Penalty 3022.618259 = -1260964.838808
  nChanged 38
		SP:Iteration 21Q (12501.970000 sec): 3 clusters
  Score: Raw -1263998.843709 + Penalty 3022.618259 = -1260976.225450
  nChanged 32
		SP:Iteration 22Q (12502.000000 sec): 3 clusters
  Score: Raw -1264007.863453 + Penalty 3022.618259 = -1260985.245193
  nChanged 24
		SP:Iteration 23Q (12502.020000 sec): 3 clusters
  Score: Raw -1264013.441737 + Penalty 3022.618259 = -1260990.823477
  nChanged 19
		SP:Iteration 24Q (12502.050000 sec): 3 clusters
  Score: Raw -1264018.860670 + Penalty 3022.618259 = -1260996.242411
  nChanged 20
		SP:Iteration 25Q (12502.070000 sec): 3 clusters
  Score: Raw -1264023.974885 + Penalty 3022.618259 = -1261001.356626
  nChanged 16
		SP:Iteration 26Q (12502.100000 sec): 3 clusters
  Score: Raw -1264028.671385 + Penalty 3022.618259 = -1261006.053126
  nChanged 16
		SP:Iteration 27Q (12502.130000 sec): 3 clusters
  Score: Raw -1264034.143171 + Penalty 3022.618259 = -1261011.524912
  nChanged 24
		SP:Iteration 28Q (12502.150000 sec): 3 clusters
  Score: Raw -1264041.794483 + Penalty 3022.618259 = -1261019.176224
  nChanged 22
		SP:Iteration 29Q (12502.180000 sec): 3 clusters
  Score: Raw -1264050.697028 + Penalty 3022.618259 = -1261028.078769
  nChanged 21
		SP:Iteration 30Q (12502.200000 sec): 3 clusters
  Score: Raw -1264057.477134 + Penalty 3022.618259 = -1261034.858874
  nChanged 19
		SP:Iteration 31Q (12502.230000 sec): 3 clusters
  Score: Raw -1264063.440093 + Penalty 3022.618259 = -1261040.821834
  nChanged 16
		SP:Iteration 32Q (12502.260000 sec): 3 clusters
  Score: Raw -1264069.133834 + Penalty 3022.618259 = -1261046.515575
  nChanged 19
		SP:Iteration 33Q (12502.280000 sec): 3 clusters
  Score: Raw -1264074.973647 + Penalty 3022.618259 = -1261052.355387
  nChanged 14
		SP:Iteration 34Q (12502.310000 sec): 3 clusters
  Score: Raw -1264078.676371 + Penalty 3022.618259 = -1261056.058112
  nChanged 11
		SP:Iteration 35Q (12502.340000 sec): 3 clusters
  Score: Raw -1264081.520511 + Penalty 3022.618259 = -1261058.902252
  nChanged 9
		SP:Iteration 36Q (12502.360000 sec): 3 clusters
  Score: Raw -1264083.945644 + Penalty 3022.618259 = -1261061.327385
  nChanged 6
		SP:Iteration 37Q (12502.390000 sec): 3 clusters
  Score: Raw -1264085.460368 + Penalty 3022.618259 = -1261062.842109
  nChanged 5
		SP:Iteration 38Q (12502.410000 sec): 3 clusters
  Score: Raw -1264086.343765 + Penalty 3022.618259 = -1261063.725506
  nChanged 4
		SP:Iteration 39Q (12502.440000 sec): 3 clusters
  Score: Raw -1264087.480098 + Penalty 3022.618259 = -1261064.861839
  nChanged 5
		SP:Iteration 40F (12502.470000 sec): 3 clusters
  Score: Raw -1264088.851701 + Penalty 3022.618259 = -1261066.233442
  nChanged 5
		SP:Iteration 41Q (12502.490000 sec): 3 clusters
  Score: Raw -1264089.799593 + Penalty 3022.618259 = -1261067.181334
  nChanged 4
		SP:Iteration 42Q (12502.520000 sec): 3 clusters
  Score: Raw -1264090.999400 + Penalty 3022.618259 = -1261068.381140
  nChanged 5
		SP:Iteration 43Q (12502.540000 sec): 3 clusters
  Score: Raw -1264092.158941 + Penalty 3022.618259 = -1261069.540682
  nChanged 6
		SP:Iteration 44Q (12502.570000 sec): 3 clusters
  Score: Raw -1264094.118616 + Penalty 3022.618259 = -1261071.500357
  nChanged 5
		SP:Iteration 45Q (12502.600000 sec): 3 clusters
  Score: Raw -1264095.875584 + Penalty 3022.618259 = -1261073.257325
  nChanged 9
		SP:Iteration 46Q (12502.620000 sec): 3 clusters
  Score: Raw -1264097.851683 + Penalty 3022.618259 = -1261075.233424
  nChanged 2
		SP:Iteration 47Q (12502.650000 sec): 3 clusters
  Score: Raw -1264098.694863 + Penalty 3022.618259 = -1261076.076604
  nChanged 4
		SP:Iteration 48Q (12502.680000 sec): 3 clusters
  Score: Raw -1264099.405861 + Penalty 3022.618259 = -1261076.787601
  nChanged 2
		SP:Iteration 49Q (12502.700000 sec): 3 clusters
  Score: Raw -1264099.767509 + Penalty 3022.618259 = -1261077.149250
  nChanged 2
		SP:Iteration 50Q (12502.730000 sec): 3 clusters
  Score: Raw -1264100.172350 + Penalty 3022.618259 = -1261077.554090
  nChanged 1
		SP:Iteration 51Q (12502.760000 sec): 3 clusters
  Score: Raw -1264100.501908 + Penalty 3022.618259 = -1261077.883648
  nChanged 1
		SP:Iteration 52Q (12502.780000 sec): 3 clusters
  Score: Raw -1264100.754070 + Penalty 3022.618259 = -1261078.135811
  nChanged 1
		SP:Iteration 53Q (12502.810000 sec): 3 clusters
  Score: Raw -1264100.870684 + Penalty 3022.618259 = -1261078.252425
  nChanged 1
		SP:Iteration 54Q (12502.830000 sec): 3 clusters
  Score: Raw -1264100.988791 + Penalty 3022.618259 = -1261078.370531
  nChanged 1
		SP:Iteration 55Q (12502.860000 sec): 3 clusters
  Score: Raw -1264101.156829 + Penalty 3022.618259 = -1261078.538570
  nChanged 1
		SP:Iteration 56Q (12502.880000 sec): 3 clusters
  Score: Raw -1264101.284151 + Penalty 3022.618259 = -1261078.665891
  nChanged 1
		SP:Iteration 57Q (12502.910000 sec): 3 clusters
  Score: Raw -1264101.451117 + Penalty 3022.618259 = -1261078.832858
  nChanged 0
		SP:Iteration 58F (12502.940000 sec): 3 clusters
  Score: Raw -1264101.451117 + Penalty 3022.618259 = -1261078.832858
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12502.950000 sec): 2 clusters
  Score: Raw -193257.234699 + Penalty 1213.818803 = -192043.415896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12502.960000 sec): 3 clusters
  Score: Raw -192544.047362 + Penalty 2427.637606 = -190116.409756
  nChanged 597
		SP:Iteration 1F (12502.960000 sec): 3 clusters
  Score: Raw -192978.352060 + Penalty 2427.637606 = -190550.714454
  nChanged 156
		SP:Iteration 2F (12502.960000 sec): 3 clusters
  Score: Raw -193154.126722 + Penalty 2427.637606 = -190726.489116
  nChanged 117
		SP:Iteration 3F (12502.970000 sec): 3 clusters
  Score: Raw -193272.964732 + Penalty 2427.637606 = -190845.327125
  nChanged 89
		SP:Iteration 4F (12502.970000 sec): 3 clusters
  Score: Raw -193366.074220 + Penalty 2427.637606 = -190938.436614
  nChanged 77
		SP:Iteration 5Q (12502.980000 sec): 3 clusters
  Score: Raw -193442.244033 + Penalty 2427.637606 = -191014.606427
  nChanged 51
		SP:Iteration 6Q (12502.980000 sec): 3 clusters
  Score: Raw -193485.906959 + Penalty 2427.637606 = -191058.269353
  nChanged 45
		SP:Iteration 7Q (12502.980000 sec): 3 clusters
  Score: Raw -193524.130649 + Penalty 2427.637606 = -191096.493043
  nChanged 39
		SP:Iteration 8Q (12502.990000 sec): 3 clusters
  Score: Raw -193565.104637 + Penalty 2427.637606 = -191137.467031
  nChanged 34
		SP:Iteration 9Q (12503.000000 sec): 3 clusters
  Score: Raw -193595.306920 + Penalty 2427.637606 = -191167.669314
  nChanged 26
		SP:Iteration 10Q (12503.000000 sec): 3 clusters
  Score: Raw -193613.779997 + Penalty 2427.637606 = -191186.142391
  nChanged 16
		SP:Iteration 11Q (12503.000000 sec): 3 clusters
  Score: Raw -193629.769475 + Penalty 2427.637606 = -191202.131869
  nChanged 17
		SP:Iteration 12Q (12503.010000 sec): 3 clusters
  Score: Raw -193646.969460 + Penalty 2427.637606 = -191219.331854
  nChanged 18
		SP:Iteration 13Q (12503.010000 sec): 3 clusters
  Score: Raw -193659.343855 + Penalty 2427.637606 = -191231.706248
  nChanged 12
		SP:Iteration 14Q (12503.020000 sec): 3 clusters
  Score: Raw -193667.188233 + Penalty 2427.637606 = -191239.550627
  nChanged 12
		SP:Iteration 15Q (12503.020000 sec): 3 clusters
  Score: Raw -193676.872165 + Penalty 2427.637606 = -191249.234559
  nChanged 5
		SP:Iteration 16Q (12503.020000 sec): 3 clusters
  Score: Raw -193682.511868 + Penalty 2427.637606 = -191254.874262
  nChanged 5
		SP:Iteration 17Q (12503.030000 sec): 3 clusters
  Score: Raw -193686.076499 + Penalty 2427.637606 = -191258.438893
  nChanged 8
		SP:Iteration 18Q (12503.030000 sec): 3 clusters
  Score: Raw -193690.973197 + Penalty 2427.637606 = -191263.335590
  nChanged 4
		SP:Iteration 19Q (12503.040000 sec): 3 clusters
  Score: Raw -193694.708651 + Penalty 2427.637606 = -191267.071044
  nChanged 3
		SP:Iteration 20F (12503.040000 sec): 3 clusters
  Score: Raw -193697.182246 + Penalty 2427.637606 = -191269.544640
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12503.130000 sec): 2 clusters
  Score: Raw -3151159.597819 + Penalty 1659.617206 = -3149499.980613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12503.200000 sec): 3 clusters
  Score: Raw -3134492.795098 + Penalty 3319.234412 = -3131173.560686
  nChanged 12509
		SP:Iteration 1F (12503.280000 sec): 3 clusters
  Score: Raw -3141766.433254 + Penalty 3319.234412 = -3138447.198842
  nChanged 1663
		SP:Iteration 2F (12503.350000 sec): 3 clusters
  Score: Raw -3142762.706879 + Penalty 3319.234412 = -3139443.472467
  nChanged 1979
		SP:Iteration 3F (12503.420000 sec): 3 clusters
  Score: Raw -3144223.319062 + Penalty 3319.234412 = -3140904.084650
  nChanged 2220
		SP:Iteration 4F (12503.500000 sec): 3 clusters
  Score: Raw -3146139.762523 + Penalty 3319.234412 = -3142820.528111
  nChanged 2158
		SP:Iteration 5F (12503.570000 sec): 3 clusters
  Score: Raw -3148225.298571 + Penalty 3319.234412 = -3144906.064159
  nChanged 1683
		SP:Iteration 6F (12503.640000 sec): 3 clusters
  Score: Raw -3149995.392241 + Penalty 3319.234412 = -3146676.157829
  nChanged 1089
		SP:Iteration 7Q (12503.720000 sec): 3 clusters
  Score: Raw -3151080.616979 + Penalty 3319.234412 = -3147761.382567
  nChanged 726
		SP:Iteration 8Q (12503.780000 sec): 3 clusters
  Score: Raw -3151577.964221 + Penalty 3319.234412 = -3148258.729810
  nChanged 449
		SP:Iteration 9Q (12503.840000 sec): 3 clusters
  Score: Raw -3151793.454631 + Penalty 3319.234412 = -3148474.220219
  nChanged 289
		SP:Iteration 10Q (12503.900000 sec): 3 clusters
  Score: Raw -3151904.042325 + Penalty 3319.234412 = -3148584.807913
  nChanged 184
		SP:Iteration 11Q (12503.970000 sec): 3 clusters
  Score: Raw -3151962.074007 + Penalty 3319.234412 = -3148642.839595
  nChanged 135
		SP:Iteration 12Q (12504.030000 sec): 3 clusters
  Score: Raw -3152001.175603 + Penalty 3319.234412 = -3148681.941191
  nChanged 127
		SP:Iteration 13Q (12504.090000 sec): 3 clusters
  Score: Raw -3152037.773044 + Penalty 3319.234412 = -3148718.538632
  nChanged 122
		SP:Iteration 14Q (12504.150000 sec): 3 clusters
  Score: Raw -3152069.304903 + Penalty 3319.234412 = -3148750.070492
  nChanged 95
		SP:Iteration 15Q (12504.210000 sec): 3 clusters
  Score: Raw -3152091.182038 + Penalty 3319.234412 = -3148771.947627
  nChanged 74
		SP:Iteration 16Q (12504.270000 sec): 3 clusters
  Score: Raw -3152105.796676 + Penalty 3319.234412 = -3148786.562264
  nChanged 69
		SP:Iteration 17Q (12504.330000 sec): 3 clusters
  Score: Raw -3152117.041590 + Penalty 3319.234412 = -3148797.807179
  nChanged 57
		SP:Iteration 18Q (12504.390000 sec): 3 clusters
  Score: Raw -3152125.076570 + Penalty 3319.234412 = -3148805.842159
  nChanged 57
		SP:Iteration 19Q (12504.450000 sec): 3 clusters
  Score: Raw -3152133.691180 + Penalty 3319.234412 = -3148814.456769
  nChanged 54
		SP:Iteration 20F (12504.520000 sec): 3 clusters
  Score: Raw -3152142.046812 + Penalty 3319.234412 = -3148822.812400
  nChanged 57
		SP:Iteration 21Q (12504.580000 sec): 3 clusters
  Score: Raw -3152150.695939 + Penalty 3319.234412 = -3148831.461527
  nChanged 55
		SP:Iteration 22Q (12504.640000 sec): 3 clusters
  Score: Raw -3152158.232588 + Penalty 3319.234412 = -3148838.998176
  nChanged 47
		SP:Iteration 23Q (12504.700000 sec): 3 clusters
  Score: Raw -3152165.723701 + Penalty 3319.234412 = -3148846.489289
  nChanged 43
		SP:Iteration 24Q (12504.760000 sec): 3 clusters
  Score: Raw -3152172.402919 + Penalty 3319.234412 = -3148853.168507
  nChanged 41
		SP:Iteration 25Q (12504.820000 sec): 3 clusters
  Score: Raw -3152179.022168 + Penalty 3319.234412 = -3148859.787756
  nChanged 43
		SP:Iteration 26Q (12504.880000 sec): 3 clusters
  Score: Raw -3152184.672068 + Penalty 3319.234412 = -3148865.437656
  nChanged 33
		SP:Iteration 27Q (12504.940000 sec): 3 clusters
  Score: Raw -3152187.861873 + Penalty 3319.234412 = -3148868.627462
  nChanged 27
		SP:Iteration 28Q (12505.000000 sec): 3 clusters
  Score: Raw -3152191.839885 + Penalty 3319.234412 = -3148872.605473
  nChanged 29
		SP:Iteration 29Q (12505.060000 sec): 3 clusters
  Score: Raw -3152195.145183 + Penalty 3319.234412 = -3148875.910771
  nChanged 27
		SP:Iteration 30Q (12505.120000 sec): 3 clusters
  Score: Raw -3152198.330085 + Penalty 3319.234412 = -3148879.095673
  nChanged 32
		SP:Iteration 31Q (12505.180000 sec): 3 clusters
  Score: Raw -3152202.730626 + Penalty 3319.234412 = -3148883.496215
  nChanged 28
		SP:Iteration 32Q (12505.240000 sec): 3 clusters
  Score: Raw -3152205.579414 + Penalty 3319.234412 = -3148886.345002
  nChanged 16
		SP:Iteration 33Q (12505.300000 sec): 3 clusters
  Score: Raw -3152207.591359 + Penalty 3319.234412 = -3148888.356947
  nChanged 22
		SP:Iteration 34Q (12505.360000 sec): 3 clusters
  Score: Raw -3152210.015419 + Penalty 3319.234412 = -3148890.781007
  nChanged 19
		SP:Iteration 35Q (12505.420000 sec): 3 clusters
  Score: Raw -3152212.654515 + Penalty 3319.234412 = -3148893.420103
  nChanged 15
		SP:Iteration 36Q (12505.480000 sec): 3 clusters
  Score: Raw -3152214.692009 + Penalty 3319.234412 = -3148895.457598
  nChanged 30
		SP:Iteration 37Q (12505.540000 sec): 3 clusters
  Score: Raw -3152218.243220 + Penalty 3319.234412 = -3148899.008808
  nChanged 19
		SP:Iteration 38Q (12505.600000 sec): 3 clusters
  Score: Raw -3152220.806818 + Penalty 3319.234412 = -3148901.572406
  nChanged 21
		SP:Iteration 39Q (12505.660000 sec): 3 clusters
  Score: Raw -3152224.589058 + Penalty 3319.234412 = -3148905.354646
  nChanged 19
		SP:Iteration 40F (12505.730000 sec): 3 clusters
  Score: Raw -3152227.595790 + Penalty 3319.234412 = -3148908.361378
  nChanged 23
		SP:Iteration 41Q (12505.790000 sec): 3 clusters
  Score: Raw -3152230.483023 + Penalty 3319.234412 = -3148911.248611
  nChanged 17
		SP:Iteration 42Q (12505.850000 sec): 3 clusters
  Score: Raw -3152232.328909 + Penalty 3319.234412 = -3148913.094497
  nChanged 20
		SP:Iteration 43Q (12505.910000 sec): 3 clusters
  Score: Raw -3152234.983389 + Penalty 3319.234412 = -3148915.748977
  nChanged 16
		SP:Iteration 44Q (12505.970000 sec): 3 clusters
  Score: Raw -3152236.596531 + Penalty 3319.234412 = -3148917.362119
  nChanged 9
		SP:Iteration 45Q (12506.030000 sec): 3 clusters
  Score: Raw -3152237.542759 + Penalty 3319.234412 = -3148918.308347
  nChanged 15
		SP:Iteration 46Q (12506.080000 sec): 3 clusters
  Score: Raw -3152239.907176 + Penalty 3319.234412 = -3148920.672764
  nChanged 13
		SP:Iteration 47Q (12506.140000 sec): 3 clusters
  Score: Raw -3152241.698740 + Penalty 3319.234412 = -3148922.464328
  nChanged 15
		SP:Iteration 48Q (12506.200000 sec): 3 clusters
  Score: Raw -3152243.418156 + Penalty 3319.234412 = -3148924.183744
  nChanged 16
		SP:Iteration 49Q (12506.260000 sec): 3 clusters
  Score: Raw -3152245.750689 + Penalty 3319.234412 = -3148926.516277
  nChanged 15
		SP:Iteration 50Q (12506.320000 sec): 3 clusters
  Score: Raw -3152247.456681 + Penalty 3319.234412 = -3148928.222269
  nChanged 14
		SP:Iteration 51Q (12506.380000 sec): 3 clusters
  Score: Raw -3152249.256130 + Penalty 3319.234412 = -3148930.021718
  nChanged 11
		SP:Iteration 52Q (12506.440000 sec): 3 clusters
  Score: Raw -3152250.168548 + Penalty 3319.234412 = -3148930.934136
  nChanged 18
		SP:Iteration 53Q (12506.500000 sec): 3 clusters
  Score: Raw -3152251.939603 + Penalty 3319.234412 = -3148932.705191
  nChanged 15
		SP:Iteration 54Q (12506.560000 sec): 3 clusters
  Score: Raw -3152253.185294 + Penalty 3319.234412 = -3148933.950882
  nChanged 13
		SP:Iteration 55Q (12506.620000 sec): 3 clusters
  Score: Raw -3152254.630602 + Penalty 3319.234412 = -3148935.396191
  nChanged 13
		SP:Iteration 56Q (12506.680000 sec): 3 clusters
  Score: Raw -3152255.592936 + Penalty 3319.234412 = -3148936.358524
  nChanged 11
		SP:Iteration 57Q (12506.730000 sec): 3 clusters
  Score: Raw -3152256.696402 + Penalty 3319.234412 = -3148937.461990
  nChanged 7
		SP:Iteration 58Q (12506.790000 sec): 3 clusters
  Score: Raw -3152257.271992 + Penalty 3319.234412 = -3148938.037581
  nChanged 6
		SP:Iteration 59Q (12506.850000 sec): 3 clusters
  Score: Raw -3152257.598981 + Penalty 3319.234412 = -3148938.364569
  nChanged 2
		SP:Iteration 60F (12506.920000 sec): 3 clusters
  Score: Raw -3152257.725583 + Penalty 3319.234412 = -3148938.491171
  nChanged 4
		SP:Iteration 61Q (12506.980000 sec): 3 clusters
  Score: Raw -3152258.146040 + Penalty 3319.234412 = -3148938.911629
  nChanged 8
		SP:Iteration 62Q (12507.040000 sec): 3 clusters
  Score: Raw -3152259.041556 + Penalty 3319.234412 = -3148939.807144
  nChanged 6
		SP:Iteration 63Q (12507.100000 sec): 3 clusters
  Score: Raw -3152259.609451 + Penalty 3319.234412 = -3148940.375039
  nChanged 5
		SP:Iteration 64Q (12507.160000 sec): 3 clusters
  Score: Raw -3152259.959082 + Penalty 3319.234412 = -3148940.724670
  nChanged 2
		SP:Iteration 65Q (12507.210000 sec): 3 clusters
  Score: Raw -3152260.093868 + Penalty 3319.234412 = -3148940.859456
  nChanged 2
		SP:Iteration 66Q (12507.270000 sec): 3 clusters
  Score: Raw -3152260.349867 + Penalty 3319.234412 = -3148941.115455
  nChanged 5
		SP:Iteration 67Q (12507.330000 sec): 3 clusters
  Score: Raw -3152260.836727 + Penalty 3319.234412 = -3148941.602315
  nChanged 7
		SP:Iteration 68Q (12507.390000 sec): 3 clusters
  Score: Raw -3152262.123990 + Penalty 3319.234412 = -3148942.889578
  nChanged 11
		SP:Iteration 69Q (12507.450000 sec): 3 clusters
  Score: Raw -3152263.931089 + Penalty 3319.234412 = -3148944.696677
  nChanged 8
		SP:Iteration 70Q (12507.500000 sec): 3 clusters
  Score: Raw -3152265.039866 + Penalty 3319.234412 = -3148945.805454
  nChanged 9
		SP:Iteration 71Q (12507.560000 sec): 3 clusters
  Score: Raw -3152265.882896 + Penalty 3319.234412 = -3148946.648485
  nChanged 6
		SP:Iteration 72Q (12507.620000 sec): 3 clusters
  Score: Raw -3152266.448549 + Penalty 3319.234412 = -3148947.214137
  nChanged 7
		SP:Iteration 73Q (12507.680000 sec): 3 clusters
  Score: Raw -3152267.017259 + Penalty 3319.234412 = -3148947.782847
  nChanged 4
		SP:Iteration 74Q (12507.740000 sec): 3 clusters
  Score: Raw -3152267.436014 + Penalty 3319.234412 = -3148948.201602
  nChanged 3
		SP:Iteration 75Q (12507.800000 sec): 3 clusters
  Score: Raw -3152267.921205 + Penalty 3319.234412 = -3148948.686793
  nChanged 3
		SP:Iteration 76Q (12507.860000 sec): 3 clusters
  Score: Raw -3152268.341850 + Penalty 3319.234412 = -3148949.107438
  nChanged 3
		SP:Iteration 77Q (12507.910000 sec): 3 clusters
  Score: Raw -3152268.714903 + Penalty 3319.234412 = -3148949.480492
  nChanged 0
		SP:Iteration 78F (12507.990000 sec): 3 clusters
  Score: Raw -3152268.714903 + Penalty 3319.234412 = -3148949.480492
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12508.040000 sec): 2 clusters
  Score: Raw -1465981.784210 + Penalty 1547.231000 = -1464434.553210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12508.070000 sec): 3 clusters
  Score: Raw -1457933.347207 + Penalty 3094.462000 = -1454838.885207
  nChanged 6009
		SP:Iteration 1F (12508.110000 sec): 3 clusters
  Score: Raw -1461326.457338 + Penalty 3094.462000 = -1458231.995338
  nChanged 952
		SP:Iteration 2F (12508.140000 sec): 3 clusters
  Score: Raw -1461814.149532 + Penalty 3094.462000 = -1458719.687533
  nChanged 829
		SP:Iteration 3F (12508.180000 sec): 3 clusters
  Score: Raw -1462268.578636 + Penalty 3094.462000 = -1459174.116636
  nChanged 786
		SP:Iteration 4F (12508.220000 sec): 3 clusters
  Score: Raw -1462700.813944 + Penalty 3094.462000 = -1459606.351944
  nChanged 746
		SP:Iteration 5F (12508.250000 sec): 3 clusters
  Score: Raw -1463074.015559 + Penalty 3094.462000 = -1459979.553560
  nChanged 640
		SP:Iteration 6Q (12508.290000 sec): 3 clusters
  Score: Raw -1463358.320621 + Penalty 3094.462000 = -1460263.858621
  nChanged 505
		SP:Iteration 7Q (12508.330000 sec): 3 clusters
  Score: Raw -1463567.390848 + Penalty 3094.462000 = -1460472.928848
  nChanged 437
		SP:Iteration 8Q (12508.360000 sec): 3 clusters
  Score: Raw -1463765.044697 + Penalty 3094.462000 = -1460670.582698
  nChanged 459
		SP:Iteration 9Q (12508.400000 sec): 3 clusters
  Score: Raw -1463989.073144 + Penalty 3094.462000 = -1460894.611145
  nChanged 471
		SP:Iteration 10Q (12508.440000 sec): 3 clusters
  Score: Raw -1464244.333981 + Penalty 3094.462000 = -1461149.871981
  nChanged 493
		SP:Iteration 11Q (12508.480000 sec): 3 clusters
  Score: Raw -1464524.480161 + Penalty 3094.462000 = -1461430.018161
  nChanged 470
		SP:Iteration 12Q (12508.510000 sec): 3 clusters
  Score: Raw -1464784.003364 + Penalty 3094.462000 = -1461689.541364
  nChanged 442
		SP:Iteration 13Q (12508.550000 sec): 3 clusters
  Score: Raw -1465035.300666 + Penalty 3094.462000 = -1461940.838666
  nChanged 426
		SP:Iteration 14Q (12508.580000 sec): 3 clusters
  Score: Raw -1465290.162903 + Penalty 3094.462000 = -1462195.700904
  nChanged 389
		SP:Iteration 15Q (12508.620000 sec): 3 clusters
  Score: Raw -1465528.402390 + Penalty 3094.462000 = -1462433.940390
  nChanged 346
		SP:Iteration 16Q (12508.650000 sec): 3 clusters
  Score: Raw -1465738.976109 + Penalty 3094.462000 = -1462644.514110
  nChanged 321
		SP:Iteration 17Q (12508.690000 sec): 3 clusters
  Score: Raw -1465911.537342 + Penalty 3094.462000 = -1462817.075342
  nChanged 264
		SP:Iteration 18Q (12508.720000 sec): 3 clusters
  Score: Raw -1466065.859812 + Penalty 3094.462000 = -1462971.397813
  nChanged 217
		SP:Iteration 19Q (12508.750000 sec): 3 clusters
  Score: Raw -1466187.853895 + Penalty 3094.462000 = -1463093.391896
  nChanged 180
		SP:Iteration 20F (12508.790000 sec): 3 clusters
  Score: Raw -1466282.134135 + Penalty 3094.462000 = -1463187.672135
  nChanged 157
		SP:Iteration 21Q (12508.820000 sec): 3 clusters
  Score: Raw -1466357.271811 + Penalty 3094.462000 = -1463262.809811
  nChanged 132
		SP:Iteration 22Q (12508.850000 sec): 3 clusters
  Score: Raw -1466421.988609 + Penalty 3094.462000 = -1463327.526609
  nChanged 114
		SP:Iteration 23Q (12508.880000 sec): 3 clusters
  Score: Raw -1466472.530033 + Penalty 3094.462000 = -1463378.068034
  nChanged 90
		SP:Iteration 24Q (12508.910000 sec): 3 clusters
  Score: Raw -1466511.913101 + Penalty 3094.462000 = -1463417.451101
  nChanged 67
		SP:Iteration 25Q (12508.940000 sec): 3 clusters
  Score: Raw -1466545.426084 + Penalty 3094.462000 = -1463450.964085
  nChanged 51
		SP:Iteration 26Q (12508.970000 sec): 3 clusters
  Score: Raw -1466569.929140 + Penalty 3094.462000 = -1463475.467140
  nChanged 45
		SP:Iteration 27Q (12509.000000 sec): 3 clusters
  Score: Raw -1466589.281262 + Penalty 3094.462000 = -1463494.819262
  nChanged 45
		SP:Iteration 28Q (12509.030000 sec): 3 clusters
  Score: Raw -1466609.534000 + Penalty 3094.462000 = -1463515.072000
  nChanged 33
		SP:Iteration 29Q (12509.060000 sec): 3 clusters
  Score: Raw -1466625.842141 + Penalty 3094.462000 = -1463531.380141
  nChanged 22
		SP:Iteration 30Q (12509.090000 sec): 3 clusters
  Score: Raw -1466635.157287 + Penalty 3094.462000 = -1463540.695288
  nChanged 22
		SP:Iteration 31Q (12509.120000 sec): 3 clusters
  Score: Raw -1466645.437594 + Penalty 3094.462000 = -1463550.975594
  nChanged 26
		SP:Iteration 32Q (12509.150000 sec): 3 clusters
  Score: Raw -1466654.686361 + Penalty 3094.462000 = -1463560.224361
  nChanged 17
		SP:Iteration 33Q (12509.180000 sec): 3 clusters
  Score: Raw -1466664.031432 + Penalty 3094.462000 = -1463569.569433
  nChanged 19
		SP:Iteration 34Q (12509.200000 sec): 3 clusters
  Score: Raw -1466671.302782 + Penalty 3094.462000 = -1463576.840782
  nChanged 15
		SP:Iteration 35Q (12509.230000 sec): 3 clusters
  Score: Raw -1466675.811870 + Penalty 3094.462000 = -1463581.349870
  nChanged 13
		SP:Iteration 36Q (12509.260000 sec): 3 clusters
  Score: Raw -1466680.166303 + Penalty 3094.462000 = -1463585.704303
  nChanged 11
		SP:Iteration 37Q (12509.290000 sec): 3 clusters
  Score: Raw -1466683.361016 + Penalty 3094.462000 = -1463588.899016
  nChanged 7
		SP:Iteration 38Q (12509.320000 sec): 3 clusters
  Score: Raw -1466685.036444 + Penalty 3094.462000 = -1463590.574445
  nChanged 7
		SP:Iteration 39Q (12509.350000 sec): 3 clusters
  Score: Raw -1466686.533706 + Penalty 3094.462000 = -1463592.071706
  nChanged 3
		SP:Iteration 40F (12509.380000 sec): 3 clusters
  Score: Raw -1466687.537654 + Penalty 3094.462000 = -1463593.075654
  nChanged 3
		SP:Iteration 41Q (12509.420000 sec): 3 clusters
  Score: Raw -1466688.840784 + Penalty 3094.462000 = -1463594.378784
  nChanged 3
		SP:Iteration 42Q (12509.440000 sec): 3 clusters
  Score: Raw -1466689.726587 + Penalty 3094.462000 = -1463595.264588
  nChanged 1
		SP:Iteration 43Q (12509.470000 sec): 3 clusters
  Score: Raw -1466689.983331 + Penalty 3094.462000 = -1463595.521331
  nChanged 1
		SP:Iteration 44Q (12509.500000 sec): 3 clusters
  Score: Raw -1466690.345958 + Penalty 3094.462000 = -1463595.883958
  nChanged 1
		SP:Iteration 45Q (12509.530000 sec): 3 clusters
  Score: Raw -1466691.045239 + Penalty 3094.462000 = -1463596.583239
  nChanged 4
		SP:Iteration 46Q (12509.560000 sec): 3 clusters
  Score: Raw -1466692.075118 + Penalty 3094.462000 = -1463597.613119
  nChanged 1
		SP:Iteration 47Q (12509.580000 sec): 3 clusters
  Score: Raw -1466692.190769 + Penalty 3094.462000 = -1463597.728769
  nChanged 0
		SP:Iteration 48F (12509.620000 sec): 3 clusters
  Score: Raw -1466692.190769 + Penalty 3094.462000 = -1463597.728769
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12509.660000 sec): 2 clusters
  Score: Raw -1577399.417035 + Penalty 1548.582606 = -1575850.834430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12509.700000 sec): 3 clusters
  Score: Raw -1569308.264531 + Penalty 3097.165211 = -1566211.099320
  nChanged 6127
		SP:Iteration 1F (12509.740000 sec): 3 clusters
  Score: Raw -1572611.633713 + Penalty 3097.165211 = -1569514.468502
  nChanged 693
		SP:Iteration 2F (12509.770000 sec): 3 clusters
  Score: Raw -1572845.801823 + Penalty 3097.165211 = -1569748.636611
  nChanged 563
		SP:Iteration 3Q (12509.810000 sec): 3 clusters
  Score: Raw -1573025.156568 + Penalty 3097.165211 = -1569927.991357
  nChanged 496
		SP:Iteration 4Q (12509.840000 sec): 3 clusters
  Score: Raw -1573157.869586 + Penalty 3097.165211 = -1570060.704375
  nChanged 395
		SP:Iteration 5Q (12509.880000 sec): 3 clusters
  Score: Raw -1573268.274861 + Penalty 3097.165211 = -1570171.109650
  nChanged 375
		SP:Iteration 6Q (12509.920000 sec): 3 clusters
  Score: Raw -1573365.996685 + Penalty 3097.165211 = -1570268.831474
  nChanged 353
		SP:Iteration 7Q (12509.950000 sec): 3 clusters
  Score: Raw -1573456.048731 + Penalty 3097.165211 = -1570358.883520
  nChanged 352
		SP:Iteration 8Q (12509.990000 sec): 3 clusters
  Score: Raw -1573548.265226 + Penalty 3097.165211 = -1570451.100015
  nChanged 370
		SP:Iteration 9Q (12510.020000 sec): 3 clusters
  Score: Raw -1573666.358631 + Penalty 3097.165211 = -1570569.193420
  nChanged 465
		SP:Iteration 10Q (12510.060000 sec): 3 clusters
  Score: Raw -1573856.562094 + Penalty 3097.165211 = -1570759.396883
  nChanged 597
		SP:Iteration 11Q (12510.100000 sec): 3 clusters
  Score: Raw -1574154.183909 + Penalty 3097.165211 = -1571057.018698
  nChanged 699
		SP:Iteration 12F (12510.130000 sec): 3 clusters
  Score: Raw -1574535.937740 + Penalty 3097.165211 = -1571438.772529
  nChanged 757
		SP:Iteration 13F (12510.160000 sec): 3 clusters
  Score: Raw -1575013.095174 + Penalty 3097.165211 = -1571915.929963
  nChanged 785
		SP:Iteration 14F (12510.200000 sec): 3 clusters
  Score: Raw -1575561.441760 + Penalty 3097.165211 = -1572464.276549
  nChanged 736
		SP:Iteration 15F (12510.240000 sec): 3 clusters
  Score: Raw -1576091.447991 + Penalty 3097.165211 = -1572994.282780
  nChanged 575
		SP:Iteration 16Q (12510.270000 sec): 3 clusters
  Score: Raw -1576485.618476 + Penalty 3097.165211 = -1573388.453265
  nChanged 437
		SP:Iteration 17Q (12510.310000 sec): 3 clusters
  Score: Raw -1576797.141651 + Penalty 3097.165211 = -1573699.976440
  nChanged 349
		SP:Iteration 18Q (12510.340000 sec): 3 clusters
  Score: Raw -1577043.973126 + Penalty 3097.165211 = -1573946.807915
  nChanged 236
		SP:Iteration 19Q (12510.380000 sec): 3 clusters
  Score: Raw -1577207.342100 + Penalty 3097.165211 = -1574110.176889
  nChanged 154
		SP:Iteration 20F (12510.420000 sec): 3 clusters
  Score: Raw -1577323.367847 + Penalty 3097.165211 = -1574226.202636
  nChanged 113
		SP:Iteration 21Q (12510.450000 sec): 3 clusters
  Score: Raw -1577407.921035 + Penalty 3097.165211 = -1574310.755824
  nChanged 94
		SP:Iteration 22Q (12510.480000 sec): 3 clusters
  Score: Raw -1577475.938333 + Penalty 3097.165211 = -1574378.773122
  nChanged 53
		SP:Iteration 23Q (12510.510000 sec): 3 clusters
  Score: Raw -1577519.433647 + Penalty 3097.165211 = -1574422.268436
  nChanged 37
		SP:Iteration 24Q (12510.540000 sec): 3 clusters
  Score: Raw -1577553.336101 + Penalty 3097.165211 = -1574456.170890
  nChanged 22
		SP:Iteration 25Q (12510.570000 sec): 3 clusters
  Score: Raw -1577572.220203 + Penalty 3097.165211 = -1574475.054992
  nChanged 21
		SP:Iteration 26Q (12510.600000 sec): 3 clusters
  Score: Raw -1577590.494196 + Penalty 3097.165211 = -1574493.328985
  nChanged 15
		SP:Iteration 27Q (12510.630000 sec): 3 clusters
  Score: Raw -1577605.563312 + Penalty 3097.165211 = -1574508.398101
  nChanged 11
		SP:Iteration 28Q (12510.660000 sec): 3 clusters
  Score: Raw -1577612.863991 + Penalty 3097.165211 = -1574515.698780
  nChanged 10
		SP:Iteration 29Q (12510.690000 sec): 3 clusters
  Score: Raw -1577620.700866 + Penalty 3097.165211 = -1574523.535655
  nChanged 8
		SP:Iteration 30Q (12510.720000 sec): 3 clusters
  Score: Raw -1577625.355445 + Penalty 3097.165211 = -1574528.190234
  nChanged 8
		SP:Iteration 31Q (12510.750000 sec): 3 clusters
  Score: Raw -1577632.391429 + Penalty 3097.165211 = -1574535.226218
  nChanged 12
		SP:Iteration 32Q (12510.780000 sec): 3 clusters
  Score: Raw -1577641.968189 + Penalty 3097.165211 = -1574544.802978
  nChanged 3
		SP:Iteration 33Q (12510.800000 sec): 3 clusters
  Score: Raw -1577644.314386 + Penalty 3097.165211 = -1574547.149175
  nChanged 3
		SP:Iteration 34Q (12510.830000 sec): 3 clusters
  Score: Raw -1577647.430421 + Penalty 3097.165211 = -1574550.265210
  nChanged 4
		SP:Iteration 35Q (12510.860000 sec): 3 clusters
  Score: Raw -1577650.331688 + Penalty 3097.165211 = -1574553.166477
  nChanged 3
		SP:Iteration 36Q (12510.890000 sec): 3 clusters
  Score: Raw -1577654.615430 + Penalty 3097.165211 = -1574557.450219
  nChanged 5
		SP:Iteration 37Q (12510.920000 sec): 3 clusters
  Score: Raw -1577658.713563 + Penalty 3097.165211 = -1574561.548352
  nChanged 7
		SP:Iteration 38Q (12510.940000 sec): 3 clusters
  Score: Raw -1577665.488208 + Penalty 3097.165211 = -1574568.322997
  nChanged 3
		SP:Iteration 39Q (12510.970000 sec): 3 clusters
  Score: Raw -1577667.258893 + Penalty 3097.165211 = -1574570.093682
  nChanged 0
		SP:Iteration 40F (12511.010000 sec): 3 clusters
  Score: Raw -1577667.258893 + Penalty 3097.165211 = -1574570.093682
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12511.020000 sec): 2 clusters
  Score: Raw -120947.342574 + Penalty 1130.593323 = -119816.749251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12511.020000 sec): 3 clusters
  Score: Raw -120606.191200 + Penalty 2261.186646 = -118345.004555
  nChanged 316
		SP:Iteration 1F (12511.020000 sec): 3 clusters
  Score: Raw -120866.856074 + Penalty 2261.186646 = -118605.669428
  nChanged 74
		SP:Iteration 2F (12511.030000 sec): 3 clusters
  Score: Raw -120927.643097 + Penalty 2261.186646 = -118666.456452
  nChanged 35
		SP:Iteration 3Q (12511.030000 sec): 3 clusters
  Score: Raw -120956.165380 + Penalty 2261.186646 = -118694.978735
  nChanged 26
		SP:Iteration 4Q (12511.030000 sec): 3 clusters
  Score: Raw -120977.020054 + Penalty 2261.186646 = -118715.833408
  nChanged 17
		SP:Iteration 5Q (12511.040000 sec): 3 clusters
  Score: Raw -120987.470733 + Penalty 2261.186646 = -118726.284088
  nChanged 11
		SP:Iteration 6Q (12511.040000 sec): 3 clusters
  Score: Raw -120997.707854 + Penalty 2261.186646 = -118736.521208
  nChanged 7
		SP:Iteration 7Q (12511.040000 sec): 3 clusters
  Score: Raw -121002.914310 + Penalty 2261.186646 = -118741.727664
  nChanged 6
		SP:Iteration 8Q (12511.040000 sec): 3 clusters
  Score: Raw -121006.195466 + Penalty 2261.186646 = -118745.008820
  nChanged 2
		SP:Iteration 9Q (12511.050000 sec): 3 clusters
  Score: Raw -121007.760826 + Penalty 2261.186646 = -118746.574180
  nChanged 1
		SP:Iteration 10Q (12511.050000 sec): 3 clusters
  Score: Raw -121008.220232 + Penalty 2261.186646 = -118747.033586
  nChanged 2
		SP:Iteration 11Q (12511.050000 sec): 3 clusters
  Score: Raw -121009.038997 + Penalty 2261.186646 = -118747.852352
  nChanged 1
		SP:Iteration 12Q (12511.060000 sec): 3 clusters
  Score: Raw -121009.592126 + Penalty 2261.186646 = -118748.405481
  nChanged 2
		SP:Iteration 13Q (12511.060000 sec): 3 clusters
  Score: Raw -121012.224615 + Penalty 2261.186646 = -118751.037969
  nChanged 4
		SP:Iteration 14Q (12511.060000 sec): 3 clusters
  Score: Raw -121014.899592 + Penalty 2261.186646 = -118753.712946
  nChanged 3
		SP:Iteration 15Q (12511.060000 sec): 3 clusters
  Score: Raw -121018.237846 + Penalty 2261.186646 = -118757.051200
  nChanged 4
		SP:Iteration 16Q (12511.060000 sec): 3 clusters
  Score: Raw -121020.661607 + Penalty 2261.186646 = -118759.474961
  nChanged 2
		SP:Iteration 17Q (12511.070000 sec): 3 clusters
  Score: Raw -121021.979886 + Penalty 2261.186646 = -118760.793240
  nChanged 1
		SP:Iteration 18Q (12511.070000 sec): 3 clusters
  Score: Raw -121022.664237 + Penalty 2261.186646 = -118761.477592
  nChanged 0
		SP:Iteration 19F (12511.070000 sec): 3 clusters
  Score: Raw -121022.664237 + Penalty 2261.186646 = -118761.477592
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (21071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12511.140000 sec): 2 clusters
  Score: Raw -2417535.718034 + Penalty 1617.793607 = -2415917.924426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12511.200000 sec): 3 clusters
  Score: Raw -2404949.311085 + Penalty 3235.587214 = -2401713.723871
  nChanged 9477
		SP:Iteration 1F (12511.250000 sec): 3 clusters
  Score: Raw -2410541.159477 + Penalty 3235.587214 = -2407305.572263
  nChanged 1300
		SP:Iteration 2F (12511.310000 sec): 3 clusters
  Score: Raw -2411130.575236 + Penalty 3235.587214 = -2407894.988022
  nChanged 1301
		SP:Iteration 3F (12511.360000 sec): 3 clusters
  Score: Raw -2411794.758123 + Penalty 3235.587214 = -2408559.170909
  nChanged 1341
		SP:Iteration 4F (12511.420000 sec): 3 clusters
  Score: Raw -2412520.643151 + Penalty 3235.587214 = -2409285.055937
  nChanged 1340
		SP:Iteration 5F (12511.480000 sec): 3 clusters
  Score: Raw -2413254.829673 + Penalty 3235.587214 = -2410019.242458
  nChanged 1220
		SP:Iteration 6F (12511.530000 sec): 3 clusters
  Score: Raw -2413978.199037 + Penalty 3235.587214 = -2410742.611823
  nChanged 1131
		SP:Iteration 7F (12511.590000 sec): 3 clusters
  Score: Raw -2414695.196677 + Penalty 3235.587214 = -2411459.609463
  nChanged 1042
		SP:Iteration 8Q (12511.640000 sec): 3 clusters
  Score: Raw -2415390.260218 + Penalty 3235.587214 = -2412154.673003
  nChanged 889
		SP:Iteration 9Q (12511.700000 sec): 3 clusters
  Score: Raw -2415993.529469 + Penalty 3235.587214 = -2412757.942255
  nChanged 730
		SP:Iteration 10Q (12511.760000 sec): 3 clusters
  Score: Raw -2416490.333093 + Penalty 3235.587214 = -2413254.745879
  nChanged 565
		SP:Iteration 11Q (12511.810000 sec): 3 clusters
  Score: Raw -2416875.778462 + Penalty 3235.587214 = -2413640.191248
  nChanged 426
		SP:Iteration 12Q (12511.870000 sec): 3 clusters
  Score: Raw -2417192.883870 + Penalty 3235.587214 = -2413957.296656
  nChanged 341
		SP:Iteration 13Q (12511.920000 sec): 3 clusters
  Score: Raw -2417446.225107 + Penalty 3235.587214 = -2414210.637893
  nChanged 212
		SP:Iteration 14Q (12511.970000 sec): 3 clusters
  Score: Raw -2417603.122253 + Penalty 3235.587214 = -2414367.535039
  nChanged 123
		SP:Iteration 15Q (12512.020000 sec): 3 clusters
  Score: Raw -2417693.842942 + Penalty 3235.587214 = -2414458.255728
  nChanged 78
		SP:Iteration 16Q (12512.060000 sec): 3 clusters
  Score: Raw -2417745.114064 + Penalty 3235.587214 = -2414509.526850
  nChanged 49
		SP:Iteration 17Q (12512.110000 sec): 3 clusters
  Score: Raw -2417780.224032 + Penalty 3235.587214 = -2414544.636818
  nChanged 37
		SP:Iteration 18Q (12512.150000 sec): 3 clusters
  Score: Raw -2417811.496367 + Penalty 3235.587214 = -2414575.909153
  nChanged 30
		SP:Iteration 19Q (12512.200000 sec): 3 clusters
  Score: Raw -2417829.629076 + Penalty 3235.587214 = -2414594.041862
  nChanged 19
		SP:Iteration 20F (12512.250000 sec): 3 clusters
  Score: Raw -2417839.214870 + Penalty 3235.587214 = -2414603.627656
  nChanged 8
		SP:Iteration 21Q (12512.290000 sec): 3 clusters
  Score: Raw -2417845.642179 + Penalty 3235.587214 = -2414610.054964
  nChanged 12
		SP:Iteration 22Q (12512.340000 sec): 3 clusters
  Score: Raw -2417853.446305 + Penalty 3235.587214 = -2414617.859090
  nChanged 13
		SP:Iteration 23Q (12512.380000 sec): 3 clusters
  Score: Raw -2417861.523452 + Penalty 3235.587214 = -2414625.936238
  nChanged 9
		SP:Iteration 24Q (12512.420000 sec): 3 clusters
  Score: Raw -2417867.935200 + Penalty 3235.587214 = -2414632.347985
  nChanged 7
		SP:Iteration 25Q (12512.460000 sec): 3 clusters
  Score: Raw -2417873.559611 + Penalty 3235.587214 = -2414637.972397
  nChanged 6
		SP:Iteration 26Q (12512.500000 sec): 3 clusters
  Score: Raw -2417876.014686 + Penalty 3235.587214 = -2414640.427472
  nChanged 5
		SP:Iteration 27Q (12512.550000 sec): 3 clusters
  Score: Raw -2417879.092766 + Penalty 3235.587214 = -2414643.505552
  nChanged 3
		SP:Iteration 28Q (12512.590000 sec): 3 clusters
  Score: Raw -2417880.411695 + Penalty 3235.587214 = -2414644.824481
  nChanged 0
		SP:Iteration 29F (12512.640000 sec): 3 clusters
  Score: Raw -2417880.411695 + Penalty 3235.587214 = -2414644.824481
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12512.660000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12512.660000 sec): 3 clusters
  Score: Raw -39172.442362 + Penalty 1915.680921 = -37256.761441
  nChanged 72
		SP:Iteration 1F (12512.660000 sec): 3 clusters
  Score: Raw -39307.517722 + Penalty 1915.680921 = -37391.836801
  nChanged 19
		SP:Iteration 2F (12512.660000 sec): 3 clusters
  Score: Raw -39372.019926 + Penalty 1915.680921 = -37456.339005
  nChanged 12
		SP:Iteration 3Q (12512.660000 sec): 3 clusters
  Score: Raw -39396.037656 + Penalty 1915.680921 = -37480.356735
  nChanged 7
		SP:Iteration 4Q (12512.660000 sec): 3 clusters
  Score: Raw -39412.375847 + Penalty 1915.680921 = -37496.694926
  nChanged 6
		SP:Iteration 5Q (12512.660000 sec): 3 clusters
  Score: Raw -39431.960043 + Penalty 1915.680921 = -37516.279122
  nChanged 5
		SP:Iteration 6Q (12512.670000 sec): 3 clusters
  Score: Raw -39447.079448 + Penalty 1915.680921 = -37531.398527
  nChanged 5
		SP:Iteration 7Q (12512.670000 sec): 3 clusters
  Score: Raw -39457.821514 + Penalty 1915.680921 = -37542.140593
  nChanged 4
		SP:Iteration 8Q (12512.670000 sec): 3 clusters
  Score: Raw -39476.995912 + Penalty 1915.680921 = -37561.314991
  nChanged 1
		SP:Iteration 9Q (12512.670000 sec): 3 clusters
  Score: Raw -39479.717918 + Penalty 1915.680921 = -37564.036997
  nChanged 1
		SP:Iteration 10Q (12512.670000 sec): 3 clusters
  Score: Raw -39480.201749 + Penalty 1915.680921 = -37564.520828
  nChanged 0
		SP:Iteration 11F (12512.680000 sec): 3 clusters
  Score: Raw -39480.201749 + Penalty 1915.680921 = -37564.520828
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12512.690000 sec): 2 clusters
  Score: Raw -648969.523020 + Penalty 1399.826984 = -647569.696036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12512.710000 sec): 3 clusters
  Score: Raw -646020.376237 + Penalty 2799.653968 = -643220.722268
  nChanged 2241
		SP:Iteration 1F (12512.720000 sec): 3 clusters
  Score: Raw -647190.291492 + Penalty 2799.653968 = -644390.637524
  nChanged 375
		SP:Iteration 2F (12512.740000 sec): 3 clusters
  Score: Raw -647375.348428 + Penalty 2799.653968 = -644575.694459
  nChanged 307
		SP:Iteration 3F (12512.750000 sec): 3 clusters
  Score: Raw -647532.119327 + Penalty 2799.653968 = -644732.465359
  nChanged 248
		SP:Iteration 4Q (12512.770000 sec): 3 clusters
  Score: Raw -647653.008385 + Penalty 2799.653968 = -644853.354417
  nChanged 210
		SP:Iteration 5Q (12512.780000 sec): 3 clusters
  Score: Raw -647748.022040 + Penalty 2799.653968 = -644948.368072
  nChanged 172
		SP:Iteration 6Q (12512.790000 sec): 3 clusters
  Score: Raw -647816.659816 + Penalty 2799.653968 = -645017.005848
  nChanged 156
		SP:Iteration 7Q (12512.810000 sec): 3 clusters
  Score: Raw -647878.672543 + Penalty 2799.653968 = -645079.018575
  nChanged 133
		SP:Iteration 8Q (12512.820000 sec): 3 clusters
  Score: Raw -647935.916897 + Penalty 2799.653968 = -645136.262928
  nChanged 127
		SP:Iteration 9Q (12512.830000 sec): 3 clusters
  Score: Raw -647987.793952 + Penalty 2799.653968 = -645188.139984
  nChanged 148
		SP:Iteration 10Q (12512.850000 sec): 3 clusters
  Score: Raw -648056.661973 + Penalty 2799.653968 = -645257.008004
  nChanged 150
		SP:Iteration 11Q (12512.860000 sec): 3 clusters
  Score: Raw -648143.257600 + Penalty 2799.653968 = -645343.603632
  nChanged 144
		SP:Iteration 12Q (12512.870000 sec): 3 clusters
  Score: Raw -648228.823379 + Penalty 2799.653968 = -645429.169411
  nChanged 158
		SP:Iteration 13Q (12512.890000 sec): 3 clusters
  Score: Raw -648331.856347 + Penalty 2799.653968 = -645532.202379
  nChanged 158
		SP:Iteration 14Q (12512.900000 sec): 3 clusters
  Score: Raw -648440.936239 + Penalty 2799.653968 = -645641.282270
  nChanged 137
		SP:Iteration 15Q (12512.910000 sec): 3 clusters
  Score: Raw -648562.354631 + Penalty 2799.653968 = -645762.700662
  nChanged 132
		SP:Iteration 16Q (12512.930000 sec): 3 clusters
  Score: Raw -648688.195768 + Penalty 2799.653968 = -645888.541800
  nChanged 117
		SP:Iteration 17Q (12512.940000 sec): 3 clusters
  Score: Raw -648788.545613 + Penalty 2799.653968 = -645988.891645
  nChanged 76
		SP:Iteration 18Q (12512.950000 sec): 3 clusters
  Score: Raw -648840.987446 + Penalty 2799.653968 = -646041.333478
  nChanged 69
		SP:Iteration 19Q (12512.970000 sec): 3 clusters
  Score: Raw -648882.449032 + Penalty 2799.653968 = -646082.795063
  nChanged 58
		SP:Iteration 20F (12512.980000 sec): 3 clusters
  Score: Raw -648919.930046 + Penalty 2799.653968 = -646120.276078
  nChanged 55
		SP:Iteration 21Q (12512.990000 sec): 3 clusters
  Score: Raw -648951.492023 + Penalty 2799.653968 = -646151.838055
  nChanged 51
		SP:Iteration 22Q (12513.010000 sec): 3 clusters
  Score: Raw -648976.036061 + Penalty 2799.653968 = -646176.382093
  nChanged 32
		SP:Iteration 23Q (12513.020000 sec): 3 clusters
  Score: Raw -648988.157815 + Penalty 2799.653968 = -646188.503847
  nChanged 29
		SP:Iteration 24Q (12513.030000 sec): 3 clusters
  Score: Raw -649004.702080 + Penalty 2799.653968 = -646205.048112
  nChanged 36
		SP:Iteration 25Q (12513.040000 sec): 3 clusters
  Score: Raw -649020.277585 + Penalty 2799.653968 = -646220.623617
  nChanged 20
		SP:Iteration 26Q (12513.050000 sec): 3 clusters
  Score: Raw -649028.719120 + Penalty 2799.653968 = -646229.065151
  nChanged 15
		SP:Iteration 27Q (12513.070000 sec): 3 clusters
  Score: Raw -649035.926560 + Penalty 2799.653968 = -646236.272592
  nChanged 16
		SP:Iteration 28Q (12513.070000 sec): 3 clusters
  Score: Raw -649045.498005 + Penalty 2799.653968 = -646245.844036
  nChanged 17
		SP:Iteration 29Q (12513.090000 sec): 3 clusters
  Score: Raw -649051.829435 + Penalty 2799.653968 = -646252.175467
  nChanged 11
		SP:Iteration 30Q (12513.100000 sec): 3 clusters
  Score: Raw -649056.146958 + Penalty 2799.653968 = -646256.492989
  nChanged 6
		SP:Iteration 31Q (12513.110000 sec): 3 clusters
  Score: Raw -649059.024706 + Penalty 2799.653968 = -646259.370738
  nChanged 12
		SP:Iteration 32Q (12513.120000 sec): 3 clusters
  Score: Raw -649063.330760 + Penalty 2799.653968 = -646263.676792
  nChanged 7
		SP:Iteration 33Q (12513.130000 sec): 3 clusters
  Score: Raw -649065.971640 + Penalty 2799.653968 = -646266.317672
  nChanged 7
		SP:Iteration 34Q (12513.150000 sec): 3 clusters
  Score: Raw -649069.136895 + Penalty 2799.653968 = -646269.482927
  nChanged 8
		SP:Iteration 35Q (12513.150000 sec): 3 clusters
  Score: Raw -649073.143545 + Penalty 2799.653968 = -646273.489576
  nChanged 7
		SP:Iteration 36Q (12513.170000 sec): 3 clusters
  Score: Raw -649075.049365 + Penalty 2799.653968 = -646275.395397
  nChanged 9
		SP:Iteration 37Q (12513.180000 sec): 3 clusters
  Score: Raw -649078.230669 + Penalty 2799.653968 = -646278.576700
  nChanged 4
		SP:Iteration 38Q (12513.190000 sec): 3 clusters
  Score: Raw -649079.855701 + Penalty 2799.653968 = -646280.201733
  nChanged 7
		SP:Iteration 39Q (12513.200000 sec): 3 clusters
  Score: Raw -649083.048212 + Penalty 2799.653968 = -646283.394243
  nChanged 7
		SP:Iteration 40F (12513.210000 sec): 3 clusters
  Score: Raw -649085.163563 + Penalty 2799.653968 = -646285.509595
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12513.230000 sec): 2 clusters
  Score: Raw -439584.823216 + Penalty 1358.207087 = -438226.616128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12513.240000 sec): 3 clusters
  Score: Raw -437455.954621 + Penalty 2716.414174 = -434739.540447
  nChanged 1687
		SP:Iteration 1F (12513.250000 sec): 3 clusters
  Score: Raw -438689.421067 + Penalty 2716.414174 = -435973.006893
  nChanged 451
		SP:Iteration 2F (12513.260000 sec): 3 clusters
  Score: Raw -439171.536417 + Penalty 2716.414174 = -436455.122242
  nChanged 350
		SP:Iteration 3F (12513.270000 sec): 3 clusters
  Score: Raw -439475.925432 + Penalty 2716.414174 = -436759.511257
  nChanged 248
		SP:Iteration 4F (12513.280000 sec): 3 clusters
  Score: Raw -439641.390009 + Penalty 2716.414174 = -436924.975835
  nChanged 184
		SP:Iteration 5Q (12513.290000 sec): 3 clusters
  Score: Raw -439759.679217 + Penalty 2716.414174 = -437043.265043
  nChanged 133
		SP:Iteration 6Q (12513.300000 sec): 3 clusters
  Score: Raw -439832.534543 + Penalty 2716.414174 = -437116.120369
  nChanged 84
		SP:Iteration 7Q (12513.310000 sec): 3 clusters
  Score: Raw -439878.592860 + Penalty 2716.414174 = -437162.178686
  nChanged 71
		SP:Iteration 8Q (12513.320000 sec): 3 clusters
  Score: Raw -439921.161565 + Penalty 2716.414174 = -437204.747391
  nChanged 58
		SP:Iteration 9Q (12513.330000 sec): 3 clusters
  Score: Raw -439950.441888 + Penalty 2716.414174 = -437234.027714
  nChanged 50
		SP:Iteration 10Q (12513.340000 sec): 3 clusters
  Score: Raw -439975.631031 + Penalty 2716.414174 = -437259.216857
  nChanged 56
		SP:Iteration 11Q (12513.350000 sec): 3 clusters
  Score: Raw -440011.808948 + Penalty 2716.414174 = -437295.394773
  nChanged 64
		SP:Iteration 12Q (12513.360000 sec): 3 clusters
  Score: Raw -440051.447687 + Penalty 2716.414174 = -437335.033512
  nChanged 47
		SP:Iteration 13Q (12513.370000 sec): 3 clusters
  Score: Raw -440085.682762 + Penalty 2716.414174 = -437369.268588
  nChanged 46
		SP:Iteration 14Q (12513.380000 sec): 3 clusters
  Score: Raw -440111.359140 + Penalty 2716.414174 = -437394.944965
  nChanged 32
		SP:Iteration 15Q (12513.390000 sec): 3 clusters
  Score: Raw -440127.493249 + Penalty 2716.414174 = -437411.079075
  nChanged 32
		SP:Iteration 16Q (12513.400000 sec): 3 clusters
  Score: Raw -440143.903312 + Penalty 2716.414174 = -437427.489138
  nChanged 39
		SP:Iteration 17Q (12513.410000 sec): 3 clusters
  Score: Raw -440168.541039 + Penalty 2716.414174 = -437452.126865
  nChanged 39
		SP:Iteration 18Q (12513.420000 sec): 3 clusters
  Score: Raw -440193.912808 + Penalty 2716.414174 = -437477.498633
  nChanged 34
		SP:Iteration 19Q (12513.430000 sec): 3 clusters
  Score: Raw -440211.491923 + Penalty 2716.414174 = -437495.077749
  nChanged 36
		SP:Iteration 20F (12513.440000 sec): 3 clusters
  Score: Raw -440226.365138 + Penalty 2716.414174 = -437509.950964
  nChanged 27
		SP:Iteration 21Q (12513.450000 sec): 3 clusters
  Score: Raw -440234.188027 + Penalty 2716.414174 = -437517.773853
  nChanged 10
		SP:Iteration 22Q (12513.460000 sec): 3 clusters
  Score: Raw -440237.520425 + Penalty 2716.414174 = -437521.106251
  nChanged 7
		SP:Iteration 23Q (12513.470000 sec): 3 clusters
  Score: Raw -440239.462512 + Penalty 2716.414174 = -437523.048338
  nChanged 4
		SP:Iteration 24Q (12513.480000 sec): 3 clusters
  Score: Raw -440241.050129 + Penalty 2716.414174 = -437524.635954
  nChanged 9
		SP:Iteration 25Q (12513.490000 sec): 3 clusters
  Score: Raw -440243.643995 + Penalty 2716.414174 = -437527.229821
  nChanged 6
		SP:Iteration 26Q (12513.500000 sec): 3 clusters
  Score: Raw -440244.612198 + Penalty 2716.414174 = -437528.198024
  nChanged 5
		SP:Iteration 27Q (12513.510000 sec): 3 clusters
  Score: Raw -440245.369014 + Penalty 2716.414174 = -437528.954839
  nChanged 2
		SP:Iteration 28Q (12513.520000 sec): 3 clusters
  Score: Raw -440245.545566 + Penalty 2716.414174 = -437529.131391
  nChanged 0
		SP:Iteration 29F (12513.530000 sec): 3 clusters
  Score: Raw -440245.545566 + Penalty 2716.414174 = -437529.131391
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12513.540000 sec): 2 clusters
  Score: Raw -192557.180125 + Penalty 1211.391992 = -191345.788133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12513.550000 sec): 3 clusters
  Score: Raw -191885.457835 + Penalty 2422.783984 = -189462.673851
  nChanged 601
		SP:Iteration 1F (12513.550000 sec): 3 clusters
  Score: Raw -192339.797754 + Penalty 2422.783984 = -189917.013770
  nChanged 146
		SP:Iteration 2F (12513.550000 sec): 3 clusters
  Score: Raw -192448.171368 + Penalty 2422.783984 = -190025.387384
  nChanged 74
		SP:Iteration 3Q (12513.560000 sec): 3 clusters
  Score: Raw -192502.783720 + Penalty 2422.783984 = -190079.999737
  nChanged 49
		SP:Iteration 4Q (12513.560000 sec): 3 clusters
  Score: Raw -192529.239708 + Penalty 2422.783984 = -190106.455725
  nChanged 24
		SP:Iteration 5Q (12513.570000 sec): 3 clusters
  Score: Raw -192543.206957 + Penalty 2422.783984 = -190120.422973
  nChanged 27
		SP:Iteration 6Q (12513.570000 sec): 3 clusters
  Score: Raw -192557.019351 + Penalty 2422.783984 = -190134.235368
  nChanged 20
		SP:Iteration 7Q (12513.570000 sec): 3 clusters
  Score: Raw -192568.359593 + Penalty 2422.783984 = -190145.575609
  nChanged 14
		SP:Iteration 8Q (12513.580000 sec): 3 clusters
  Score: Raw -192575.618589 + Penalty 2422.783984 = -190152.834605
  nChanged 14
		SP:Iteration 9Q (12513.580000 sec): 3 clusters
  Score: Raw -192581.841594 + Penalty 2422.783984 = -190159.057611
  nChanged 10
		SP:Iteration 10Q (12513.590000 sec): 3 clusters
  Score: Raw -192584.997493 + Penalty 2422.783984 = -190162.213509
  nChanged 3
		SP:Iteration 11Q (12513.590000 sec): 3 clusters
  Score: Raw -192585.396618 + Penalty 2422.783984 = -190162.612635
  nChanged 2
		SP:Iteration 12Q (12513.590000 sec): 3 clusters
  Score: Raw -192585.728706 + Penalty 2422.783984 = -190162.944722
  nChanged 3
		SP:Iteration 13Q (12513.600000 sec): 3 clusters
  Score: Raw -192586.570974 + Penalty 2422.783984 = -190163.786991
  nChanged 1
		SP:Iteration 14Q (12513.610000 sec): 3 clusters
  Score: Raw -192586.654144 + Penalty 2422.783984 = -190163.870161
  nChanged 1
		SP:Iteration 15Q (12513.610000 sec): 3 clusters
  Score: Raw -192586.754721 + Penalty 2422.783984 = -190163.970738
  nChanged 1
		SP:Iteration 16Q (12513.610000 sec): 3 clusters
  Score: Raw -192586.939028 + Penalty 2422.783984 = -190164.155045
  nChanged 1
		SP:Iteration 17Q (12513.620000 sec): 3 clusters
  Score: Raw -192587.010171 + Penalty 2422.783984 = -190164.226187
  nChanged 0
		SP:Iteration 18F (12513.620000 sec): 3 clusters
  Score: Raw -192587.010171 + Penalty 2422.783984 = -190164.226187
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12513.640000 sec): 2 clusters
  Score: Raw -497118.569123 + Penalty 1366.525101 = -495752.044022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12513.650000 sec): 3 clusters
  Score: Raw -494866.844532 + Penalty 2733.050203 = -492133.794330
  nChanged 1769
		SP:Iteration 1F (12513.660000 sec): 3 clusters
  Score: Raw -495956.719651 + Penalty 2733.050203 = -493223.669448
  nChanged 418
		SP:Iteration 2F (12513.670000 sec): 3 clusters
  Score: Raw -496305.490133 + Penalty 2733.050203 = -493572.439931
  nChanged 372
		SP:Iteration 3F (12513.680000 sec): 3 clusters
  Score: Raw -496627.487689 + Penalty 2733.050203 = -493894.437487
  nChanged 297
		SP:Iteration 4F (12513.690000 sec): 3 clusters
  Score: Raw -496871.828615 + Penalty 2733.050203 = -494138.778413
  nChanged 239
		SP:Iteration 5F (12513.710000 sec): 3 clusters
  Score: Raw -497061.437431 + Penalty 2733.050203 = -494328.387228
  nChanged 194
		SP:Iteration 6Q (12513.720000 sec): 3 clusters
  Score: Raw -497196.417022 + Penalty 2733.050203 = -494463.366819
  nChanged 146
		SP:Iteration 7Q (12513.730000 sec): 3 clusters
  Score: Raw -497302.705991 + Penalty 2733.050203 = -494569.655789
  nChanged 131
		SP:Iteration 8Q (12513.740000 sec): 3 clusters
  Score: Raw -497379.512093 + Penalty 2733.050203 = -494646.461890
  nChanged 96
		SP:Iteration 9Q (12513.750000 sec): 3 clusters
  Score: Raw -497427.758940 + Penalty 2733.050203 = -494694.708738
  nChanged 64
		SP:Iteration 10Q (12513.760000 sec): 3 clusters
  Score: Raw -497454.435204 + Penalty 2733.050203 = -494721.385002
  nChanged 54
		SP:Iteration 11Q (12513.770000 sec): 3 clusters
  Score: Raw -497472.537147 + Penalty 2733.050203 = -494739.486945
  nChanged 33
		SP:Iteration 12Q (12513.790000 sec): 3 clusters
  Score: Raw -497485.233786 + Penalty 2733.050203 = -494752.183583
  nChanged 26
		SP:Iteration 13Q (12513.800000 sec): 3 clusters
  Score: Raw -497496.412214 + Penalty 2733.050203 = -494763.362012
  nChanged 30
		SP:Iteration 14Q (12513.810000 sec): 3 clusters
  Score: Raw -497509.877921 + Penalty 2733.050203 = -494776.827719
  nChanged 32
		SP:Iteration 15Q (12513.820000 sec): 3 clusters
  Score: Raw -497521.287074 + Penalty 2733.050203 = -494788.236871
  nChanged 17
		SP:Iteration 16Q (12513.830000 sec): 3 clusters
  Score: Raw -497527.251136 + Penalty 2733.050203 = -494794.200934
  nChanged 12
		SP:Iteration 17Q (12513.840000 sec): 3 clusters
  Score: Raw -497532.083945 + Penalty 2733.050203 = -494799.033743
  nChanged 9
		SP:Iteration 18Q (12513.850000 sec): 3 clusters
  Score: Raw -497534.639724 + Penalty 2733.050203 = -494801.589522
  nChanged 6
		SP:Iteration 19Q (12513.860000 sec): 3 clusters
  Score: Raw -497536.251755 + Penalty 2733.050203 = -494803.201552
  nChanged 4
		SP:Iteration 20F (12513.870000 sec): 3 clusters
  Score: Raw -497537.523433 + Penalty 2733.050203 = -494804.473230
  nChanged 2
		SP:Iteration 21Q (12513.890000 sec): 3 clusters
  Score: Raw -497538.218821 + Penalty 2733.050203 = -494805.168619
  nChanged 4
		SP:Iteration 22Q (12513.900000 sec): 3 clusters
  Score: Raw -497539.266501 + Penalty 2733.050203 = -494806.216298
  nChanged 5
		SP:Iteration 23Q (12513.910000 sec): 3 clusters
  Score: Raw -497541.133826 + Penalty 2733.050203 = -494808.083623
  nChanged 9
		SP:Iteration 24Q (12513.920000 sec): 3 clusters
  Score: Raw -497543.182455 + Penalty 2733.050203 = -494810.132253
  nChanged 2
		SP:Iteration 25Q (12513.930000 sec): 3 clusters
  Score: Raw -497543.644719 + Penalty 2733.050203 = -494810.594516
  nChanged 0
		SP:Iteration 26F (12513.950000 sec): 3 clusters
  Score: Raw -497543.644719 + Penalty 2733.050203 = -494810.594516
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12514.010000 sec): 2 clusters
  Score: Raw -2145135.003433 + Penalty 1591.716465 = -2143543.286968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12514.050000 sec): 3 clusters
  Score: Raw -2134431.524525 + Penalty 3183.432931 = -2131248.091594
  nChanged 8100
		SP:Iteration 1F (12514.100000 sec): 3 clusters
  Score: Raw -2138863.996210 + Penalty 3183.432931 = -2135680.563279
  nChanged 911
		SP:Iteration 2F (12514.150000 sec): 3 clusters
  Score: Raw -2139147.882974 + Penalty 3183.432931 = -2135964.450043
  nChanged 783
		SP:Iteration 3Q (12514.200000 sec): 3 clusters
  Score: Raw -2139402.738906 + Penalty 3183.432931 = -2136219.305975
  nChanged 696
		SP:Iteration 4Q (12514.250000 sec): 3 clusters
  Score: Raw -2139630.273510 + Penalty 3183.432931 = -2136446.840579
  nChanged 664
		SP:Iteration 5Q (12514.290000 sec): 3 clusters
  Score: Raw -2139854.629929 + Penalty 3183.432931 = -2136671.196998
  nChanged 664
		SP:Iteration 6Q (12514.350000 sec): 3 clusters
  Score: Raw -2140110.282916 + Penalty 3183.432931 = -2136926.849985
  nChanged 704
		SP:Iteration 7Q (12514.390000 sec): 3 clusters
  Score: Raw -2140400.387420 + Penalty 3183.432931 = -2137216.954489
  nChanged 763
		SP:Iteration 8Q (12514.440000 sec): 3 clusters
  Score: Raw -2140759.433227 + Penalty 3183.432931 = -2137576.000296
  nChanged 821
		SP:Iteration 9Q (12514.490000 sec): 3 clusters
  Score: Raw -2141200.142686 + Penalty 3183.432931 = -2138016.709755
  nChanged 856
		SP:Iteration 10Q (12514.540000 sec): 3 clusters
  Score: Raw -2141749.107895 + Penalty 3183.432931 = -2138565.674964
  nChanged 902
		SP:Iteration 11F (12514.590000 sec): 3 clusters
  Score: Raw -2142428.441182 + Penalty 3183.432931 = -2139245.008251
  nChanged 828
		SP:Iteration 12Q (12514.640000 sec): 3 clusters
  Score: Raw -2143122.834236 + Penalty 3183.432931 = -2139939.401305
  nChanged 652
		SP:Iteration 13Q (12514.680000 sec): 3 clusters
  Score: Raw -2143674.669842 + Penalty 3183.432931 = -2140491.236911
  nChanged 527
		SP:Iteration 14Q (12514.730000 sec): 3 clusters
  Score: Raw -2144090.666876 + Penalty 3183.432931 = -2140907.233945
  nChanged 363
		SP:Iteration 15Q (12514.770000 sec): 3 clusters
  Score: Raw -2144343.432978 + Penalty 3183.432931 = -2141160.000047
  nChanged 267
		SP:Iteration 16Q (12514.810000 sec): 3 clusters
  Score: Raw -2144504.694217 + Penalty 3183.432931 = -2141321.261286
  nChanged 197
		SP:Iteration 17Q (12514.850000 sec): 3 clusters
  Score: Raw -2144624.478021 + Penalty 3183.432931 = -2141441.045090
  nChanged 168
		SP:Iteration 18Q (12514.890000 sec): 3 clusters
  Score: Raw -2144714.313577 + Penalty 3183.432931 = -2141530.880646
  nChanged 134
		SP:Iteration 19Q (12514.930000 sec): 3 clusters
  Score: Raw -2144787.816077 + Penalty 3183.432931 = -2141604.383146
  nChanged 119
		SP:Iteration 20F (12514.970000 sec): 3 clusters
  Score: Raw -2144847.551859 + Penalty 3183.432931 = -2141664.118928
  nChanged 104
		SP:Iteration 21Q (12515.010000 sec): 3 clusters
  Score: Raw -2144909.427437 + Penalty 3183.432931 = -2141725.994506
  nChanged 102
		SP:Iteration 22Q (12515.050000 sec): 3 clusters
  Score: Raw -2144973.772338 + Penalty 3183.432931 = -2141790.339407
  nChanged 88
		SP:Iteration 23Q (12515.090000 sec): 3 clusters
  Score: Raw -2145021.798352 + Penalty 3183.432931 = -2141838.365421
  nChanged 84
		SP:Iteration 24Q (12515.120000 sec): 3 clusters
  Score: Raw -2145070.115819 + Penalty 3183.432931 = -2141886.682888
  nChanged 69
		SP:Iteration 25Q (12515.160000 sec): 3 clusters
  Score: Raw -2145112.281971 + Penalty 3183.432931 = -2141928.849040
  nChanged 54
		SP:Iteration 26Q (12515.190000 sec): 3 clusters
  Score: Raw -2145147.088971 + Penalty 3183.432931 = -2141963.656040
  nChanged 49
		SP:Iteration 27Q (12515.230000 sec): 3 clusters
  Score: Raw -2145185.822906 + Penalty 3183.432931 = -2142002.389975
  nChanged 37
		SP:Iteration 28Q (12515.260000 sec): 3 clusters
  Score: Raw -2145210.750960 + Penalty 3183.432931 = -2142027.318029
  nChanged 30
		SP:Iteration 29Q (12515.300000 sec): 3 clusters
  Score: Raw -2145234.673336 + Penalty 3183.432931 = -2142051.240405
  nChanged 19
		SP:Iteration 30Q (12515.330000 sec): 3 clusters
  Score: Raw -2145246.161124 + Penalty 3183.432931 = -2142062.728193
  nChanged 23
		SP:Iteration 31Q (12515.370000 sec): 3 clusters
  Score: Raw -2145265.238200 + Penalty 3183.432931 = -2142081.805269
  nChanged 19
		SP:Iteration 32Q (12515.400000 sec): 3 clusters
  Score: Raw -2145278.077356 + Penalty 3183.432931 = -2142094.644425
  nChanged 18
		SP:Iteration 33Q (12515.430000 sec): 3 clusters
  Score: Raw -2145290.854320 + Penalty 3183.432931 = -2142107.421389
  nChanged 15
		SP:Iteration 34Q (12515.470000 sec): 3 clusters
  Score: Raw -2145300.649837 + Penalty 3183.432931 = -2142117.216906
  nChanged 12
		SP:Iteration 35Q (12515.500000 sec): 3 clusters
  Score: Raw -2145308.148147 + Penalty 3183.432931 = -2142124.715216
  nChanged 13
		SP:Iteration 36Q (12515.530000 sec): 3 clusters
  Score: Raw -2145320.570318 + Penalty 3183.432931 = -2142137.137387
  nChanged 8
		SP:Iteration 37Q (12515.570000 sec): 3 clusters
  Score: Raw -2145326.164050 + Penalty 3183.432931 = -2142142.731119
  nChanged 7
		SP:Iteration 38Q (12515.600000 sec): 3 clusters
  Score: Raw -2145329.733049 + Penalty 3183.432931 = -2142146.300118
  nChanged 1
		SP:Iteration 39Q (12515.630000 sec): 3 clusters
  Score: Raw -2145330.595888 + Penalty 3183.432931 = -2142147.162957
  nChanged 0
		SP:Iteration 40F (12515.680000 sec): 3 clusters
  Score: Raw -2145330.595888 + Penalty 3183.432931 = -2142147.162957
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12515.740000 sec): 2 clusters
  Score: Raw -2382842.154084 + Penalty 1609.633294 = -2381232.520790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12515.790000 sec): 3 clusters
  Score: Raw -2370800.810936 + Penalty 3219.266587 = -2367581.544348
  nChanged 8971
		SP:Iteration 1F (12515.850000 sec): 3 clusters
  Score: Raw -2375667.881216 + Penalty 3219.266587 = -2372448.614629
  nChanged 1111
		SP:Iteration 2F (12515.900000 sec): 3 clusters
  Score: Raw -2376145.621450 + Penalty 3219.266587 = -2372926.354863
  nChanged 1097
		SP:Iteration 3F (12515.960000 sec): 3 clusters
  Score: Raw -2376680.967006 + Penalty 3219.266587 = -2373461.700418
  nChanged 1109
		SP:Iteration 4F (12516.010000 sec): 3 clusters
  Score: Raw -2377328.272764 + Penalty 3219.266587 = -2374109.006177
  nChanged 1202
		SP:Iteration 5F (12516.070000 sec): 3 clusters
  Score: Raw -2378078.027798 + Penalty 3219.266587 = -2374858.761211
  nChanged 1236
		SP:Iteration 6F (12516.120000 sec): 3 clusters
  Score: Raw -2378957.085448 + Penalty 3219.266587 = -2375737.818860
  nChanged 1228
		SP:Iteration 7F (12516.170000 sec): 3 clusters
  Score: Raw -2379862.848690 + Penalty 3219.266587 = -2376643.582102
  nChanged 1038
		SP:Iteration 8F (12516.230000 sec): 3 clusters
  Score: Raw -2380590.132292 + Penalty 3219.266587 = -2377370.865705
  nChanged 784
		SP:Iteration 9Q (12516.280000 sec): 3 clusters
  Score: Raw -2381091.728780 + Penalty 3219.266587 = -2377872.462193
  nChanged 600
		SP:Iteration 10Q (12516.340000 sec): 3 clusters
  Score: Raw -2381484.769535 + Penalty 3219.266587 = -2378265.502947
  nChanged 505
		SP:Iteration 11Q (12516.390000 sec): 3 clusters
  Score: Raw -2381792.469037 + Penalty 3219.266587 = -2378573.202449
  nChanged 449
		SP:Iteration 12Q (12516.440000 sec): 3 clusters
  Score: Raw -2382036.201313 + Penalty 3219.266587 = -2378816.934725
  nChanged 351
		SP:Iteration 13Q (12516.490000 sec): 3 clusters
  Score: Raw -2382205.157183 + Penalty 3219.266587 = -2378985.890595
  nChanged 306
		SP:Iteration 14Q (12516.540000 sec): 3 clusters
  Score: Raw -2382344.655911 + Penalty 3219.266587 = -2379125.389323
  nChanged 255
		SP:Iteration 15Q (12516.590000 sec): 3 clusters
  Score: Raw -2382449.082360 + Penalty 3219.266587 = -2379229.815773
  nChanged 195
		SP:Iteration 16Q (12516.640000 sec): 3 clusters
  Score: Raw -2382524.663673 + Penalty 3219.266587 = -2379305.397085
  nChanged 165
		SP:Iteration 17Q (12516.690000 sec): 3 clusters
  Score: Raw -2382585.067140 + Penalty 3219.266587 = -2379365.800552
  nChanged 147
		SP:Iteration 18Q (12516.730000 sec): 3 clusters
  Score: Raw -2382632.438237 + Penalty 3219.266587 = -2379413.171649
  nChanged 136
		SP:Iteration 19Q (12516.780000 sec): 3 clusters
  Score: Raw -2382671.711478 + Penalty 3219.266587 = -2379452.444890
  nChanged 122
		SP:Iteration 20F (12516.830000 sec): 3 clusters
  Score: Raw -2382705.397244 + Penalty 3219.266587 = -2379486.130656
  nChanged 98
		SP:Iteration 21Q (12516.880000 sec): 3 clusters
  Score: Raw -2382730.347617 + Penalty 3219.266587 = -2379511.081029
  nChanged 99
		SP:Iteration 22Q (12516.930000 sec): 3 clusters
  Score: Raw -2382754.154899 + Penalty 3219.266587 = -2379534.888311
  nChanged 99
		SP:Iteration 23Q (12516.970000 sec): 3 clusters
  Score: Raw -2382776.802818 + Penalty 3219.266587 = -2379557.536231
  nChanged 77
		SP:Iteration 24Q (12517.020000 sec): 3 clusters
  Score: Raw -2382792.092738 + Penalty 3219.266587 = -2379572.826150
  nChanged 64
		SP:Iteration 25Q (12517.070000 sec): 3 clusters
  Score: Raw -2382804.870920 + Penalty 3219.266587 = -2379585.604333
  nChanged 57
		SP:Iteration 26Q (12517.110000 sec): 3 clusters
  Score: Raw -2382815.220924 + Penalty 3219.266587 = -2379595.954337
  nChanged 57
		SP:Iteration 27Q (12517.160000 sec): 3 clusters
  Score: Raw -2382824.100114 + Penalty 3219.266587 = -2379604.833527
  nChanged 51
		SP:Iteration 28Q (12517.200000 sec): 3 clusters
  Score: Raw -2382832.313828 + Penalty 3219.266587 = -2379613.047240
  nChanged 45
		SP:Iteration 29Q (12517.250000 sec): 3 clusters
  Score: Raw -2382839.173035 + Penalty 3219.266587 = -2379619.906448
  nChanged 33
		SP:Iteration 30Q (12517.290000 sec): 3 clusters
  Score: Raw -2382843.810297 + Penalty 3219.266587 = -2379624.543709
  nChanged 26
		SP:Iteration 31Q (12517.340000 sec): 3 clusters
  Score: Raw -2382847.205210 + Penalty 3219.266587 = -2379627.938623
  nChanged 19
		SP:Iteration 32Q (12517.390000 sec): 3 clusters
  Score: Raw -2382849.771839 + Penalty 3219.266587 = -2379630.505252
  nChanged 13
		SP:Iteration 33Q (12517.430000 sec): 3 clusters
  Score: Raw -2382851.585153 + Penalty 3219.266587 = -2379632.318566
  nChanged 21
		SP:Iteration 34Q (12517.480000 sec): 3 clusters
  Score: Raw -2382855.254710 + Penalty 3219.266587 = -2379635.988123
  nChanged 26
		SP:Iteration 35Q (12517.520000 sec): 3 clusters
  Score: Raw -2382859.680537 + Penalty 3219.266587 = -2379640.413949
  nChanged 23
		SP:Iteration 36Q (12517.570000 sec): 3 clusters
  Score: Raw -2382864.586496 + Penalty 3219.266587 = -2379645.319909
  nChanged 32
		SP:Iteration 37Q (12517.610000 sec): 3 clusters
  Score: Raw -2382870.264593 + Penalty 3219.266587 = -2379650.998005
  nChanged 32
		SP:Iteration 38Q (12517.660000 sec): 3 clusters
  Score: Raw -2382875.498028 + Penalty 3219.266587 = -2379656.231440
  nChanged 33
		SP:Iteration 39Q (12517.710000 sec): 3 clusters
  Score: Raw -2382881.241794 + Penalty 3219.266587 = -2379661.975206
  nChanged 46
		SP:Iteration 40F (12517.760000 sec): 3 clusters
  Score: Raw -2382890.798055 + Penalty 3219.266587 = -2379671.531467
  nChanged 35
		SP:Iteration 41Q (12517.800000 sec): 3 clusters
  Score: Raw -2382896.818979 + Penalty 3219.266587 = -2379677.552392
  nChanged 32
		SP:Iteration 42Q (12517.850000 sec): 3 clusters
  Score: Raw -2382902.769452 + Penalty 3219.266587 = -2379683.502865
  nChanged 29
		SP:Iteration 43Q (12517.890000 sec): 3 clusters
  Score: Raw -2382907.399423 + Penalty 3219.266587 = -2379688.132835
  nChanged 23
		SP:Iteration 44Q (12517.940000 sec): 3 clusters
  Score: Raw -2382910.533141 + Penalty 3219.266587 = -2379691.266553
  nChanged 23
		SP:Iteration 45Q (12517.980000 sec): 3 clusters
  Score: Raw -2382913.608757 + Penalty 3219.266587 = -2379694.342170
  nChanged 25
		SP:Iteration 46Q (12518.030000 sec): 3 clusters
  Score: Raw -2382918.326313 + Penalty 3219.266587 = -2379699.059726
  nChanged 24
		SP:Iteration 47Q (12518.070000 sec): 3 clusters
  Score: Raw -2382922.269309 + Penalty 3219.266587 = -2379703.002721
  nChanged 25
		SP:Iteration 48Q (12518.120000 sec): 3 clusters
  Score: Raw -2382925.708945 + Penalty 3219.266587 = -2379706.442357
  nChanged 27
		SP:Iteration 49Q (12518.160000 sec): 3 clusters
  Score: Raw -2382929.483731 + Penalty 3219.266587 = -2379710.217144
  nChanged 19
		SP:Iteration 50Q (12518.210000 sec): 3 clusters
  Score: Raw -2382932.410455 + Penalty 3219.266587 = -2379713.143868
  nChanged 19
		SP:Iteration 51Q (12518.250000 sec): 3 clusters
  Score: Raw -2382934.815988 + Penalty 3219.266587 = -2379715.549401
  nChanged 17
		SP:Iteration 52Q (12518.290000 sec): 3 clusters
  Score: Raw -2382937.582796 + Penalty 3219.266587 = -2379718.316209
  nChanged 29
		SP:Iteration 53Q (12518.340000 sec): 3 clusters
  Score: Raw -2382942.352601 + Penalty 3219.266587 = -2379723.086014
  nChanged 20
		SP:Iteration 54Q (12518.380000 sec): 3 clusters
  Score: Raw -2382944.936712 + Penalty 3219.266587 = -2379725.670125
  nChanged 15
		SP:Iteration 55Q (12518.420000 sec): 3 clusters
  Score: Raw -2382947.308453 + Penalty 3219.266587 = -2379728.041865
  nChanged 21
		SP:Iteration 56Q (12518.460000 sec): 3 clusters
  Score: Raw -2382950.922858 + Penalty 3219.266587 = -2379731.656271
  nChanged 25
		SP:Iteration 57Q (12518.510000 sec): 3 clusters
  Score: Raw -2382955.980911 + Penalty 3219.266587 = -2379736.714324
  nChanged 24
		SP:Iteration 58Q (12518.550000 sec): 3 clusters
  Score: Raw -2382961.606104 + Penalty 3219.266587 = -2379742.339517
  nChanged 29
		SP:Iteration 59Q (12518.590000 sec): 3 clusters
  Score: Raw -2382967.055160 + Penalty 3219.266587 = -2379747.788573
  nChanged 28
		SP:Iteration 60F (12518.640000 sec): 3 clusters
  Score: Raw -2382972.263132 + Penalty 3219.266587 = -2379752.996545
  nChanged 25
		SP:Iteration 61Q (12518.680000 sec): 3 clusters
  Score: Raw -2382977.617971 + Penalty 3219.266587 = -2379758.351383
  nChanged 28
		SP:Iteration 62Q (12518.730000 sec): 3 clusters
  Score: Raw -2382985.004310 + Penalty 3219.266587 = -2379765.737723
  nChanged 29
		SP:Iteration 63Q (12518.770000 sec): 3 clusters
  Score: Raw -2382991.018174 + Penalty 3219.266587 = -2379771.751586
  nChanged 21
		SP:Iteration 64Q (12518.810000 sec): 3 clusters
  Score: Raw -2382994.740236 + Penalty 3219.266587 = -2379775.473648
  nChanged 19
		SP:Iteration 65Q (12518.850000 sec): 3 clusters
  Score: Raw -2382997.365404 + Penalty 3219.266587 = -2379778.098817
  nChanged 12
		SP:Iteration 66Q (12518.890000 sec): 3 clusters
  Score: Raw -2382998.890592 + Penalty 3219.266587 = -2379779.624004
  nChanged 11
		SP:Iteration 67Q (12518.930000 sec): 3 clusters
  Score: Raw -2383000.381764 + Penalty 3219.266587 = -2379781.115177
  nChanged 7
		SP:Iteration 68Q (12518.970000 sec): 3 clusters
  Score: Raw -2383001.287737 + Penalty 3219.266587 = -2379782.021150
  nChanged 11
		SP:Iteration 69Q (12519.010000 sec): 3 clusters
  Score: Raw -2383003.375215 + Penalty 3219.266587 = -2379784.108627
  nChanged 11
		SP:Iteration 70Q (12519.060000 sec): 3 clusters
  Score: Raw -2383005.385657 + Penalty 3219.266587 = -2379786.119070
  nChanged 13
		SP:Iteration 71Q (12519.100000 sec): 3 clusters
  Score: Raw -2383007.103235 + Penalty 3219.266587 = -2379787.836648
  nChanged 12
		SP:Iteration 72Q (12519.140000 sec): 3 clusters
  Score: Raw -2383008.845243 + Penalty 3219.266587 = -2379789.578656
  nChanged 12
		SP:Iteration 73Q (12519.180000 sec): 3 clusters
  Score: Raw -2383010.655415 + Penalty 3219.266587 = -2379791.388827
  nChanged 8
		SP:Iteration 74Q (12519.220000 sec): 3 clusters
  Score: Raw -2383011.423425 + Penalty 3219.266587 = -2379792.156838
  nChanged 4
		SP:Iteration 75Q (12519.260000 sec): 3 clusters
  Score: Raw -2383011.989881 + Penalty 3219.266587 = -2379792.723294
  nChanged 3
		SP:Iteration 76Q (12519.300000 sec): 3 clusters
  Score: Raw -2383012.194634 + Penalty 3219.266587 = -2379792.928047
  nChanged 2
		SP:Iteration 77Q (12519.350000 sec): 3 clusters
  Score: Raw -2383012.373094 + Penalty 3219.266587 = -2379793.106506
  nChanged 1
		SP:Iteration 78Q (12519.390000 sec): 3 clusters
  Score: Raw -2383012.453751 + Penalty 3219.266587 = -2379793.187163
  nChanged 1
		SP:Iteration 79Q (12519.430000 sec): 3 clusters
  Score: Raw -2383012.522217 + Penalty 3219.266587 = -2379793.255630
  nChanged 0
		SP:Iteration 80F (12519.480000 sec): 3 clusters
  Score: Raw -2383012.522217 + Penalty 3219.266587 = -2379793.255630
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12519.690000 sec): 2 clusters
  Score: Raw -8030936.497212 + Penalty 1809.581711 = -8029126.915501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12519.880000 sec): 3 clusters
  Score: Raw -7986915.569314 + Penalty 3619.163422 = -7983296.405892
  nChanged 32556
		SP:Iteration 1F (12520.070000 sec): 3 clusters
  Score: Raw -8005545.272412 + Penalty 3619.163422 = -8001926.108990
  nChanged 2447
		SP:Iteration 2Q (12520.250000 sec): 3 clusters
  Score: Raw -8006212.528839 + Penalty 3619.163422 = -8002593.365417
  nChanged 2506
		SP:Iteration 3Q (12520.450000 sec): 3 clusters
  Score: Raw -8007108.794529 + Penalty 3619.163422 = -8003489.631108
  nChanged 3014
		SP:Iteration 4Q (12520.640000 sec): 3 clusters
  Score: Raw -8008497.131173 + Penalty 3619.163422 = -8004877.967751
  nChanged 3586
		SP:Iteration 5F (12520.820000 sec): 3 clusters
  Score: Raw -8010536.731531 + Penalty 3619.163422 = -8006917.568110
  nChanged 4114
		SP:Iteration 6F (12521.010000 sec): 3 clusters
  Score: Raw -8013334.366139 + Penalty 3619.163422 = -8009715.202718
  nChanged 4380
		SP:Iteration 7F (12521.190000 sec): 3 clusters
  Score: Raw -8016551.358838 + Penalty 3619.163422 = -8012932.195416
  nChanged 4444
		SP:Iteration 8F (12521.370000 sec): 3 clusters
  Score: Raw -8019855.576832 + Penalty 3619.163422 = -8016236.413411
  nChanged 3890
		SP:Iteration 9F (12521.560000 sec): 3 clusters
  Score: Raw -8022602.456265 + Penalty 3619.163422 = -8018983.292843
  nChanged 3391
		SP:Iteration 10Q (12521.740000 sec): 3 clusters
  Score: Raw -8024908.858146 + Penalty 3619.163422 = -8021289.694724
  nChanged 2814
		SP:Iteration 11Q (12521.920000 sec): 3 clusters
  Score: Raw -8026755.575377 + Penalty 3619.163422 = -8023136.411955
  nChanged 2199
		SP:Iteration 12Q (12522.090000 sec): 3 clusters
  Score: Raw -8028120.930476 + Penalty 3619.163422 = -8024501.767055
  nChanged 1704
		SP:Iteration 13Q (12522.260000 sec): 3 clusters
  Score: Raw -8029037.923645 + Penalty 3619.163422 = -8025418.760223
  nChanged 1369
		SP:Iteration 14Q (12522.420000 sec): 3 clusters
  Score: Raw -8029669.726626 + Penalty 3619.163422 = -8026050.563204
  nChanged 1086
		SP:Iteration 15Q (12522.580000 sec): 3 clusters
  Score: Raw -8030148.048989 + Penalty 3619.163422 = -8026528.885567
  nChanged 927
		SP:Iteration 16Q (12522.740000 sec): 3 clusters
  Score: Raw -8030564.343452 + Penalty 3619.163422 = -8026945.180030
  nChanged 815
		SP:Iteration 17Q (12522.890000 sec): 3 clusters
  Score: Raw -8031004.504842 + Penalty 3619.163422 = -8027385.341421
  nChanged 674
		SP:Iteration 18Q (12523.050000 sec): 3 clusters
  Score: Raw -8031429.222296 + Penalty 3619.163422 = -8027810.058874
  nChanged 538
		SP:Iteration 19Q (12523.210000 sec): 3 clusters
  Score: Raw -8031791.292537 + Penalty 3619.163422 = -8028172.129115
  nChanged 429
		SP:Iteration 20F (12523.400000 sec): 3 clusters
  Score: Raw -8032015.895535 + Penalty 3619.163422 = -8028396.732114
  nChanged 322
		SP:Iteration 21Q (12523.550000 sec): 3 clusters
  Score: Raw -8032151.742026 + Penalty 3619.163422 = -8028532.578604
  nChanged 260
		SP:Iteration 22Q (12523.700000 sec): 3 clusters
  Score: Raw -8032225.675979 + Penalty 3619.163422 = -8028606.512557
  nChanged 196
		SP:Iteration 23Q (12523.840000 sec): 3 clusters
  Score: Raw -8032273.563669 + Penalty 3619.163422 = -8028654.400247
  nChanged 154
		SP:Iteration 24Q (12523.990000 sec): 3 clusters
  Score: Raw -8032305.120753 + Penalty 3619.163422 = -8028685.957332
  nChanged 128
		SP:Iteration 25Q (12524.140000 sec): 3 clusters
  Score: Raw -8032328.878513 + Penalty 3619.163422 = -8028709.715092
  nChanged 105
		SP:Iteration 26Q (12524.280000 sec): 3 clusters
  Score: Raw -8032347.326516 + Penalty 3619.163422 = -8028728.163095
  nChanged 94
		SP:Iteration 27Q (12524.420000 sec): 3 clusters
  Score: Raw -8032361.135557 + Penalty 3619.163422 = -8028741.972135
  nChanged 81
		SP:Iteration 28Q (12524.560000 sec): 3 clusters
  Score: Raw -8032371.133368 + Penalty 3619.163422 = -8028751.969946
  nChanged 60
		SP:Iteration 29Q (12524.710000 sec): 3 clusters
  Score: Raw -8032378.453113 + Penalty 3619.163422 = -8028759.289691
  nChanged 56
		SP:Iteration 30Q (12524.850000 sec): 3 clusters
  Score: Raw -8032385.553443 + Penalty 3619.163422 = -8028766.390021
  nChanged 43
		SP:Iteration 31Q (12524.990000 sec): 3 clusters
  Score: Raw -8032390.243107 + Penalty 3619.163422 = -8028771.079686
  nChanged 37
		SP:Iteration 32Q (12525.130000 sec): 3 clusters
  Score: Raw -8032394.233276 + Penalty 3619.163422 = -8028775.069854
  nChanged 34
		SP:Iteration 33Q (12525.270000 sec): 3 clusters
  Score: Raw -8032396.762008 + Penalty 3619.163422 = -8028777.598586
  nChanged 21
		SP:Iteration 34Q (12525.420000 sec): 3 clusters
  Score: Raw -8032398.324439 + Penalty 3619.163422 = -8028779.161018
  nChanged 16
		SP:Iteration 35Q (12525.560000 sec): 3 clusters
  Score: Raw -8032399.293973 + Penalty 3619.163422 = -8028780.130552
  nChanged 7
		SP:Iteration 36Q (12525.700000 sec): 3 clusters
  Score: Raw -8032399.726497 + Penalty 3619.163422 = -8028780.563075
  nChanged 8
		SP:Iteration 37Q (12525.840000 sec): 3 clusters
  Score: Raw -8032400.382643 + Penalty 3619.163422 = -8028781.219221
  nChanged 11
		SP:Iteration 38Q (12525.980000 sec): 3 clusters
  Score: Raw -8032401.197958 + Penalty 3619.163422 = -8028782.034536
  nChanged 11
		SP:Iteration 39Q (12526.130000 sec): 3 clusters
  Score: Raw -8032402.312279 + Penalty 3619.163422 = -8028783.148857
  nChanged 12
		SP:Iteration 40F (12526.310000 sec): 3 clusters
  Score: Raw -8032403.262248 + Penalty 3619.163422 = -8028784.098827
  nChanged 13
		SP:Iteration 41Q (12526.460000 sec): 3 clusters
  Score: Raw -8032404.626142 + Penalty 3619.163422 = -8028785.462721
  nChanged 10
		SP:Iteration 42Q (12526.600000 sec): 3 clusters
  Score: Raw -8032405.252209 + Penalty 3619.163422 = -8028786.088787
  nChanged 8
		SP:Iteration 43Q (12526.750000 sec): 3 clusters
  Score: Raw -8032405.981030 + Penalty 3619.163422 = -8028786.817608
  nChanged 12
		SP:Iteration 44Q (12526.890000 sec): 3 clusters
  Score: Raw -8032406.744629 + Penalty 3619.163422 = -8028787.581207
  nChanged 13
		SP:Iteration 45Q (12527.030000 sec): 3 clusters
  Score: Raw -8032407.693985 + Penalty 3619.163422 = -8028788.530563
  nChanged 10
		SP:Iteration 46Q (12527.180000 sec): 3 clusters
  Score: Raw -8032408.427994 + Penalty 3619.163422 = -8028789.264573
  nChanged 9
		SP:Iteration 47Q (12527.320000 sec): 3 clusters
  Score: Raw -8032409.069263 + Penalty 3619.163422 = -8028789.905841
  nChanged 8
		SP:Iteration 48Q (12527.460000 sec): 3 clusters
  Score: Raw -8032409.464395 + Penalty 3619.163422 = -8028790.300974
  nChanged 4
		SP:Iteration 49Q (12527.610000 sec): 3 clusters
  Score: Raw -8032409.707005 + Penalty 3619.163422 = -8028790.543583
  nChanged 5
		SP:Iteration 50Q (12527.760000 sec): 3 clusters
  Score: Raw -8032409.957208 + Penalty 3619.163422 = -8028790.793786
  nChanged 3
		SP:Iteration 51Q (12527.900000 sec): 3 clusters
  Score: Raw -8032410.270061 + Penalty 3619.163422 = -8028791.106639
  nChanged 4
		SP:Iteration 52Q (12528.040000 sec): 3 clusters
  Score: Raw -8032410.514956 + Penalty 3619.163422 = -8028791.351534
  nChanged 6
		SP:Iteration 53Q (12528.180000 sec): 3 clusters
  Score: Raw -8032410.952376 + Penalty 3619.163422 = -8028791.788955
  nChanged 3
		SP:Iteration 54Q (12528.320000 sec): 3 clusters
  Score: Raw -8032411.094635 + Penalty 3619.163422 = -8028791.931213
  nChanged 2
		SP:Iteration 55Q (12528.460000 sec): 3 clusters
  Score: Raw -8032411.193762 + Penalty 3619.163422 = -8028792.030341
  nChanged 2
		SP:Iteration 56Q (12528.600000 sec): 3 clusters
  Score: Raw -8032411.315396 + Penalty 3619.163422 = -8028792.151974
  nChanged 2
		SP:Iteration 57Q (12528.750000 sec): 3 clusters
  Score: Raw -8032411.457142 + Penalty 3619.163422 = -8028792.293720
  nChanged 3
		SP:Iteration 58Q (12528.890000 sec): 3 clusters
  Score: Raw -8032411.763989 + Penalty 3619.163422 = -8028792.600568
  nChanged 4
		SP:Iteration 59Q (12529.030000 sec): 3 clusters
  Score: Raw -8032412.150671 + Penalty 3619.163422 = -8028792.987250
  nChanged 7
		SP:Iteration 60F (12529.210000 sec): 3 clusters
  Score: Raw -8032412.575355 + Penalty 3619.163422 = -8028793.411933
  nChanged 7
		SP:Iteration 61Q (12529.360000 sec): 3 clusters
  Score: Raw -8032413.069419 + Penalty 3619.163422 = -8028793.905998
  nChanged 4
		SP:Iteration 62Q (12529.500000 sec): 3 clusters
  Score: Raw -8032413.271563 + Penalty 3619.163422 = -8028794.108141
  nChanged 4
		SP:Iteration 63Q (12529.640000 sec): 3 clusters
  Score: Raw -8032413.543799 + Penalty 3619.163422 = -8028794.380377
  nChanged 4
		SP:Iteration 64Q (12529.790000 sec): 3 clusters
  Score: Raw -8032413.791372 + Penalty 3619.163422 = -8028794.627950
  nChanged 3
		SP:Iteration 65Q (12529.930000 sec): 3 clusters
  Score: Raw -8032413.975568 + Penalty 3619.163422 = -8028794.812146
  nChanged 5
		SP:Iteration 66Q (12530.080000 sec): 3 clusters
  Score: Raw -8032414.305450 + Penalty 3619.163422 = -8028795.142029
  nChanged 3
		SP:Iteration 67Q (12530.220000 sec): 3 clusters
  Score: Raw -8032414.482305 + Penalty 3619.163422 = -8028795.318883
  nChanged 1
		SP:Iteration 68Q (12530.370000 sec): 3 clusters
  Score: Raw -8032414.515644 + Penalty 3619.163422 = -8028795.352223
  nChanged 2
		SP:Iteration 69Q (12530.510000 sec): 3 clusters
  Score: Raw -8032414.581715 + Penalty 3619.163422 = -8028795.418294
  nChanged 3
		SP:Iteration 70Q (12530.650000 sec): 3 clusters
  Score: Raw -8032414.832858 + Penalty 3619.163422 = -8028795.669436
  nChanged 3
		SP:Iteration 71Q (12530.790000 sec): 3 clusters
  Score: Raw -8032415.051364 + Penalty 3619.163422 = -8028795.887943
  nChanged 2
		SP:Iteration 72Q (12530.940000 sec): 3 clusters
  Score: Raw -8032415.178837 + Penalty 3619.163422 = -8028796.015416
  nChanged 3
		SP:Iteration 73Q (12531.080000 sec): 3 clusters
  Score: Raw -8032415.414332 + Penalty 3619.163422 = -8028796.250911
  nChanged 2
		SP:Iteration 74Q (12531.220000 sec): 3 clusters
  Score: Raw -8032415.529061 + Penalty 3619.163422 = -8028796.365639
  nChanged 1
		SP:Iteration 75Q (12531.360000 sec): 3 clusters
  Score: Raw -8032415.574890 + Penalty 3619.163422 = -8028796.411468
  nChanged 0
		SP:Iteration 76F (12531.540000 sec): 3 clusters
  Score: Raw -8032415.574890 + Penalty 3619.163422 = -8028796.411468
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12531.600000 sec): 2 clusters
  Score: Raw -750836.070480 + Penalty 1427.326790 = -749408.743690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12531.610000 sec): 3 clusters
  Score: Raw -747336.561045 + Penalty 2854.653580 = -744481.907465
  nChanged 2679
		SP:Iteration 1F (12531.630000 sec): 3 clusters
  Score: Raw -748813.811891 + Penalty 2854.653580 = -745959.158311
  nChanged 480
		SP:Iteration 2F (12531.650000 sec): 3 clusters
  Score: Raw -749079.973498 + Penalty 2854.653580 = -746225.319918
  nChanged 422
		SP:Iteration 3F (12531.660000 sec): 3 clusters
  Score: Raw -749311.374953 + Penalty 2854.653580 = -746456.721373
  nChanged 341
		SP:Iteration 4F (12531.680000 sec): 3 clusters
  Score: Raw -749504.861405 + Penalty 2854.653580 = -746650.207825
  nChanged 325
		SP:Iteration 5Q (12531.690000 sec): 3 clusters
  Score: Raw -749705.863631 + Penalty 2854.653580 = -746851.210051
  nChanged 332
		SP:Iteration 6F (12531.710000 sec): 3 clusters
  Score: Raw -749928.734481 + Penalty 2854.653580 = -747074.080901
  nChanged 283
		SP:Iteration 7Q (12531.730000 sec): 3 clusters
  Score: Raw -750126.539918 + Penalty 2854.653580 = -747271.886338
  nChanged 253
		SP:Iteration 8Q (12531.750000 sec): 3 clusters
  Score: Raw -750317.439372 + Penalty 2854.653580 = -747462.785791
  nChanged 217
		SP:Iteration 9Q (12531.760000 sec): 3 clusters
  Score: Raw -750482.791827 + Penalty 2854.653580 = -747628.138247
  nChanged 158
		SP:Iteration 10Q (12531.780000 sec): 3 clusters
  Score: Raw -750605.452128 + Penalty 2854.653580 = -747750.798548
  nChanged 125
		SP:Iteration 11Q (12531.790000 sec): 3 clusters
  Score: Raw -750713.106636 + Penalty 2854.653580 = -747858.453056
  nChanged 92
		SP:Iteration 12Q (12531.810000 sec): 3 clusters
  Score: Raw -750797.808333 + Penalty 2854.653580 = -747943.154753
  nChanged 74
		SP:Iteration 13Q (12531.820000 sec): 3 clusters
  Score: Raw -750867.465310 + Penalty 2854.653580 = -748012.811730
  nChanged 60
		SP:Iteration 14Q (12531.840000 sec): 3 clusters
  Score: Raw -750927.965962 + Penalty 2854.653580 = -748073.312382
  nChanged 29
		SP:Iteration 15Q (12531.850000 sec): 3 clusters
  Score: Raw -750964.674136 + Penalty 2854.653580 = -748110.020556
  nChanged 22
		SP:Iteration 16Q (12531.870000 sec): 3 clusters
  Score: Raw -750984.689166 + Penalty 2854.653580 = -748130.035586
  nChanged 14
		SP:Iteration 17Q (12531.880000 sec): 3 clusters
  Score: Raw -750996.494671 + Penalty 2854.653580 = -748141.841091
  nChanged 8
		SP:Iteration 18Q (12531.890000 sec): 3 clusters
  Score: Raw -751003.964188 + Penalty 2854.653580 = -748149.310608
  nChanged 8
		SP:Iteration 19Q (12531.910000 sec): 3 clusters
  Score: Raw -751014.945612 + Penalty 2854.653580 = -748160.292032
  nChanged 9
		SP:Iteration 20F (12531.920000 sec): 3 clusters
  Score: Raw -751025.734344 + Penalty 2854.653580 = -748171.080764
  nChanged 9
		SP:Iteration 21Q (12531.940000 sec): 3 clusters
  Score: Raw -751038.022666 + Penalty 2854.653580 = -748183.369086
  nChanged 8
		SP:Iteration 22Q (12531.950000 sec): 3 clusters
  Score: Raw -751047.630019 + Penalty 2854.653580 = -748192.976439
  nChanged 3
		SP:Iteration 23Q (12531.960000 sec): 3 clusters
  Score: Raw -751051.013024 + Penalty 2854.653580 = -748196.359444
  nChanged 7
		SP:Iteration 24Q (12531.980000 sec): 3 clusters
  Score: Raw -751059.073356 + Penalty 2854.653580 = -748204.419776
  nChanged 1
		SP:Iteration 25Q (12531.990000 sec): 3 clusters
  Score: Raw -751060.199363 + Penalty 2854.653580 = -748205.545783
  nChanged 0
		SP:Iteration 26F (12532.010000 sec): 3 clusters
  Score: Raw -751060.199363 + Penalty 2854.653580 = -748205.545783
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12532.050000 sec): 2 clusters
  Score: Raw -1730155.175874 + Penalty 1554.347225 = -1728600.828649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12532.090000 sec): 3 clusters
  Score: Raw -1721689.777189 + Penalty 3108.694451 = -1718581.082738
  nChanged 6329
		SP:Iteration 1F (12532.130000 sec): 3 clusters
  Score: Raw -1725071.325053 + Penalty 3108.694451 = -1721962.630602
  nChanged 749
		SP:Iteration 2F (12532.170000 sec): 3 clusters
  Score: Raw -1725368.971091 + Penalty 3108.694451 = -1722260.276641
  nChanged 701
		SP:Iteration 3Q (12532.210000 sec): 3 clusters
  Score: Raw -1725619.428582 + Penalty 3108.694451 = -1722510.734132
  nChanged 593
		SP:Iteration 4Q (12532.250000 sec): 3 clusters
  Score: Raw -1725836.936296 + Penalty 3108.694451 = -1722728.241846
  nChanged 575
		SP:Iteration 5Q (12532.280000 sec): 3 clusters
  Score: Raw -1726074.189386 + Penalty 3108.694451 = -1722965.494936
  nChanged 641
		SP:Iteration 6Q (12532.320000 sec): 3 clusters
  Score: Raw -1726386.718266 + Penalty 3108.694451 = -1723278.023816
  nChanged 723
		SP:Iteration 7F (12532.360000 sec): 3 clusters
  Score: Raw -1726826.480594 + Penalty 3108.694451 = -1723717.786143
  nChanged 856
		SP:Iteration 8F (12532.400000 sec): 3 clusters
  Score: Raw -1727406.526209 + Penalty 3108.694451 = -1724297.831758
  nChanged 915
		SP:Iteration 9F (12532.430000 sec): 3 clusters
  Score: Raw -1728132.959792 + Penalty 3108.694451 = -1725024.265342
  nChanged 835
		SP:Iteration 10F (12532.470000 sec): 3 clusters
  Score: Raw -1728834.452172 + Penalty 3108.694451 = -1725725.757721
  nChanged 651
		SP:Iteration 11Q (12532.510000 sec): 3 clusters
  Score: Raw -1729428.081202 + Penalty 3108.694451 = -1726319.386752
  nChanged 441
		SP:Iteration 12Q (12532.540000 sec): 3 clusters
  Score: Raw -1729818.146256 + Penalty 3108.694451 = -1726709.451805
  nChanged 250
		SP:Iteration 13Q (12532.570000 sec): 3 clusters
  Score: Raw -1730062.009273 + Penalty 3108.694451 = -1726953.314823
  nChanged 148
		SP:Iteration 14Q (12532.610000 sec): 3 clusters
  Score: Raw -1730220.258879 + Penalty 3108.694451 = -1727111.564429
  nChanged 63
		SP:Iteration 15Q (12532.630000 sec): 3 clusters
  Score: Raw -1730301.416990 + Penalty 3108.694451 = -1727192.722540
  nChanged 46
		SP:Iteration 16Q (12532.660000 sec): 3 clusters
  Score: Raw -1730353.517580 + Penalty 3108.694451 = -1727244.823129
  nChanged 24
		SP:Iteration 17Q (12532.690000 sec): 3 clusters
  Score: Raw -1730380.003608 + Penalty 3108.694451 = -1727271.309158
  nChanged 24
		SP:Iteration 18Q (12532.710000 sec): 3 clusters
  Score: Raw -1730405.223752 + Penalty 3108.694451 = -1727296.529301
  nChanged 10
		SP:Iteration 19Q (12532.740000 sec): 3 clusters
  Score: Raw -1730418.135164 + Penalty 3108.694451 = -1727309.440714
  nChanged 11
		SP:Iteration 20F (12532.780000 sec): 3 clusters
  Score: Raw -1730446.456606 + Penalty 3108.694451 = -1727337.762156
  nChanged 15
		SP:Iteration 21Q (12532.800000 sec): 3 clusters
  Score: Raw -1730471.044777 + Penalty 3108.694451 = -1727362.350326
  nChanged 11
		SP:Iteration 22Q (12532.830000 sec): 3 clusters
  Score: Raw -1730483.680765 + Penalty 3108.694451 = -1727374.986314
  nChanged 8
		SP:Iteration 23Q (12532.850000 sec): 3 clusters
  Score: Raw -1730493.961113 + Penalty 3108.694451 = -1727385.266663
  nChanged 4
		SP:Iteration 24Q (12532.880000 sec): 3 clusters
  Score: Raw -1730500.223564 + Penalty 3108.694451 = -1727391.529114
  nChanged 5
		SP:Iteration 25Q (12532.910000 sec): 3 clusters
  Score: Raw -1730504.065673 + Penalty 3108.694451 = -1727395.371222
  nChanged 2
		SP:Iteration 26Q (12532.940000 sec): 3 clusters
  Score: Raw -1730508.841374 + Penalty 3108.694451 = -1727400.146924
  nChanged 6
		SP:Iteration 27Q (12532.970000 sec): 3 clusters
  Score: Raw -1730517.729233 + Penalty 3108.694451 = -1727409.034783
  nChanged 6
		SP:Iteration 28Q (12532.990000 sec): 3 clusters
  Score: Raw -1730529.232922 + Penalty 3108.694451 = -1727420.538471
  nChanged 3
		SP:Iteration 29Q (12533.020000 sec): 3 clusters
  Score: Raw -1730532.732189 + Penalty 3108.694451 = -1727424.037738
  nChanged 0
		SP:Iteration 30F (12533.050000 sec): 3 clusters
  Score: Raw -1730532.732189 + Penalty 3108.694451 = -1727424.037738
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12533.070000 sec): 2 clusters
  Score: Raw -131365.150953 + Penalty 1161.988987 = -130203.161966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12533.070000 sec): 3 clusters
  Score: Raw -130897.817759 + Penalty 2323.977974 = -128573.839785
  nChanged 389
		SP:Iteration 1F (12533.070000 sec): 3 clusters
  Score: Raw -131274.883964 + Penalty 2323.977974 = -128950.905990
  nChanged 115
		SP:Iteration 2F (12533.080000 sec): 3 clusters
  Score: Raw -131455.657218 + Penalty 2323.977974 = -129131.679244
  nChanged 90
		SP:Iteration 3F (12533.080000 sec): 3 clusters
  Score: Raw -131578.750479 + Penalty 2323.977974 = -129254.772506
  nChanged 74
		SP:Iteration 4F (12533.080000 sec): 3 clusters
  Score: Raw -131660.027213 + Penalty 2323.977974 = -129336.049239
  nChanged 54
		SP:Iteration 5Q (12533.090000 sec): 3 clusters
  Score: Raw -131736.368938 + Penalty 2323.977974 = -129412.390964
  nChanged 50
		SP:Iteration 6Q (12533.090000 sec): 3 clusters
  Score: Raw -131807.931967 + Penalty 2323.977974 = -129483.953994
  nChanged 50
		SP:Iteration 7Q (12533.090000 sec): 3 clusters
  Score: Raw -131877.779623 + Penalty 2323.977974 = -129553.801649
  nChanged 44
		SP:Iteration 8Q (12533.090000 sec): 3 clusters
  Score: Raw -131953.164175 + Penalty 2323.977974 = -129629.186202
  nChanged 29
		SP:Iteration 9Q (12533.100000 sec): 3 clusters
  Score: Raw -131988.051806 + Penalty 2323.977974 = -129664.073832
  nChanged 32
		SP:Iteration 10Q (12533.100000 sec): 3 clusters
  Score: Raw -132022.129184 + Penalty 2323.977974 = -129698.151210
  nChanged 19
		SP:Iteration 11Q (12533.110000 sec): 3 clusters
  Score: Raw -132045.659314 + Penalty 2323.977974 = -129721.681340
  nChanged 18
		SP:Iteration 12Q (12533.110000 sec): 3 clusters
  Score: Raw -132060.583457 + Penalty 2323.977974 = -129736.605483
  nChanged 8
		SP:Iteration 13Q (12533.110000 sec): 3 clusters
  Score: Raw -132066.738718 + Penalty 2323.977974 = -129742.760744
  nChanged 7
		SP:Iteration 14Q (12533.110000 sec): 3 clusters
  Score: Raw -132074.617104 + Penalty 2323.977974 = -129750.639131
  nChanged 5
		SP:Iteration 15Q (12533.120000 sec): 3 clusters
  Score: Raw -132080.577519 + Penalty 2323.977974 = -129756.599546
  nChanged 6
		SP:Iteration 16Q (12533.120000 sec): 3 clusters
  Score: Raw -132095.201797 + Penalty 2323.977974 = -129771.223823
  nChanged 6
		SP:Iteration 17Q (12533.120000 sec): 3 clusters
  Score: Raw -132101.187606 + Penalty 2323.977974 = -129777.209633
  nChanged 2
		SP:Iteration 18Q (12533.130000 sec): 3 clusters
  Score: Raw -132102.322638 + Penalty 2323.977974 = -129778.344664
  nChanged 1
		SP:Iteration 19Q (12533.130000 sec): 3 clusters
  Score: Raw -132104.088359 + Penalty 2323.977974 = -129780.110385
  nChanged 1
		SP:Iteration 20F (12533.130000 sec): 3 clusters
  Score: Raw -132104.381067 + Penalty 2323.977974 = -129780.403093
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (14572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12533.180000 sec): 2 clusters
  Score: Raw -1673507.821773 + Penalty 1557.864288 = -1671949.957485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12533.220000 sec): 3 clusters
  Score: Raw -1664959.834438 + Penalty 3115.728576 = -1661844.105862
  nChanged 6382
		SP:Iteration 1F (12533.260000 sec): 3 clusters
  Score: Raw -1668424.354165 + Penalty 3115.728576 = -1665308.625589
  nChanged 825
		SP:Iteration 2F (12533.300000 sec): 3 clusters
  Score: Raw -1668780.895982 + Penalty 3115.728576 = -1665665.167406
  nChanged 759
		SP:Iteration 3F (12533.340000 sec): 3 clusters
  Score: Raw -1669134.980790 + Penalty 3115.728576 = -1666019.252213
  nChanged 781
		SP:Iteration 4F (12533.380000 sec): 3 clusters
  Score: Raw -1669510.499242 + Penalty 3115.728576 = -1666394.770665
  nChanged 749
		SP:Iteration 5F (12533.420000 sec): 3 clusters
  Score: Raw -1669903.015035 + Penalty 3115.728576 = -1666787.286459
  nChanged 725
		SP:Iteration 6Q (12533.460000 sec): 3 clusters
  Score: Raw -1670265.777372 + Penalty 3115.728576 = -1667150.048795
  nChanged 690
		SP:Iteration 7Q (12533.500000 sec): 3 clusters
  Score: Raw -1670587.302572 + Penalty 3115.728576 = -1667471.573996
  nChanged 612
		SP:Iteration 8Q (12533.530000 sec): 3 clusters
  Score: Raw -1670856.221590 + Penalty 3115.728576 = -1667740.493014
  nChanged 565
		SP:Iteration 9Q (12533.570000 sec): 3 clusters
  Score: Raw -1671112.712617 + Penalty 3115.728576 = -1667996.984041
  nChanged 516
		SP:Iteration 10Q (12533.610000 sec): 3 clusters
  Score: Raw -1671368.317894 + Penalty 3115.728576 = -1668252.589318
  nChanged 466
		SP:Iteration 11Q (12533.650000 sec): 3 clusters
  Score: Raw -1671640.081286 + Penalty 3115.728576 = -1668524.352710
  nChanged 453
		SP:Iteration 12Q (12533.690000 sec): 3 clusters
  Score: Raw -1671907.302727 + Penalty 3115.728576 = -1668791.574150
  nChanged 421
		SP:Iteration 13Q (12533.730000 sec): 3 clusters
  Score: Raw -1672159.608965 + Penalty 3115.728576 = -1669043.880389
  nChanged 371
		SP:Iteration 14Q (12533.770000 sec): 3 clusters
  Score: Raw -1672377.293133 + Penalty 3115.728576 = -1669261.564557
  nChanged 312
		SP:Iteration 15Q (12533.810000 sec): 3 clusters
  Score: Raw -1672534.461285 + Penalty 3115.728576 = -1669418.732708
  nChanged 227
		SP:Iteration 16Q (12533.840000 sec): 3 clusters
  Score: Raw -1672632.164885 + Penalty 3115.728576 = -1669516.436308
  nChanged 188
		SP:Iteration 17Q (12533.870000 sec): 3 clusters
  Score: Raw -1672710.510986 + Penalty 3115.728576 = -1669594.782409
  nChanged 175
		SP:Iteration 18Q (12533.910000 sec): 3 clusters
  Score: Raw -1672779.870733 + Penalty 3115.728576 = -1669664.142157
  nChanged 157
		SP:Iteration 19Q (12533.940000 sec): 3 clusters
  Score: Raw -1672834.888786 + Penalty 3115.728576 = -1669719.160210
  nChanged 123
		SP:Iteration 20F (12533.980000 sec): 3 clusters
  Score: Raw -1672873.599481 + Penalty 3115.728576 = -1669757.870905
  nChanged 98
		SP:Iteration 21Q (12534.010000 sec): 3 clusters
  Score: Raw -1672902.365528 + Penalty 3115.728576 = -1669786.636951
  nChanged 95
		SP:Iteration 22Q (12534.050000 sec): 3 clusters
  Score: Raw -1672931.247307 + Penalty 3115.728576 = -1669815.518730
  nChanged 102
		SP:Iteration 23Q (12534.080000 sec): 3 clusters
  Score: Raw -1672964.178031 + Penalty 3115.728576 = -1669848.449455
  nChanged 87
		SP:Iteration 24Q (12534.110000 sec): 3 clusters
  Score: Raw -1672990.577776 + Penalty 3115.728576 = -1669874.849200
  nChanged 80
		SP:Iteration 25Q (12534.140000 sec): 3 clusters
  Score: Raw -1673011.360578 + Penalty 3115.728576 = -1669895.632002
  nChanged 69
		SP:Iteration 26Q (12534.170000 sec): 3 clusters
  Score: Raw -1673029.893889 + Penalty 3115.728576 = -1669914.165313
  nChanged 64
		SP:Iteration 27Q (12534.210000 sec): 3 clusters
  Score: Raw -1673046.297480 + Penalty 3115.728576 = -1669930.568904
  nChanged 57
		SP:Iteration 28Q (12534.240000 sec): 3 clusters
  Score: Raw -1673059.348844 + Penalty 3115.728576 = -1669943.620268
  nChanged 54
		SP:Iteration 29Q (12534.270000 sec): 3 clusters
  Score: Raw -1673073.468065 + Penalty 3115.728576 = -1669957.739489
  nChanged 53
		SP:Iteration 30Q (12534.300000 sec): 3 clusters
  Score: Raw -1673084.559665 + Penalty 3115.728576 = -1669968.831089
  nChanged 43
		SP:Iteration 31Q (12534.330000 sec): 3 clusters
  Score: Raw -1673094.273550 + Penalty 3115.728576 = -1669978.544974
  nChanged 46
		SP:Iteration 32Q (12534.360000 sec): 3 clusters
  Score: Raw -1673105.941565 + Penalty 3115.728576 = -1669990.212988
  nChanged 41
		SP:Iteration 33Q (12534.390000 sec): 3 clusters
  Score: Raw -1673116.927534 + Penalty 3115.728576 = -1670001.198958
  nChanged 53
		SP:Iteration 34Q (12534.430000 sec): 3 clusters
  Score: Raw -1673133.589831 + Penalty 3115.728576 = -1670017.861255
  nChanged 71
		SP:Iteration 35Q (12534.450000 sec): 3 clusters
  Score: Raw -1673158.177201 + Penalty 3115.728576 = -1670042.448625
  nChanged 74
		SP:Iteration 36Q (12534.490000 sec): 3 clusters
  Score: Raw -1673186.004285 + Penalty 3115.728576 = -1670070.275709
  nChanged 72
		SP:Iteration 37Q (12534.520000 sec): 3 clusters
  Score: Raw -1673209.601387 + Penalty 3115.728576 = -1670093.872811
  nChanged 64
		SP:Iteration 38Q (12534.550000 sec): 3 clusters
  Score: Raw -1673230.036900 + Penalty 3115.728576 = -1670114.308323
  nChanged 57
		SP:Iteration 39Q (12534.580000 sec): 3 clusters
  Score: Raw -1673247.112804 + Penalty 3115.728576 = -1670131.384228
  nChanged 60
		SP:Iteration 40F (12534.620000 sec): 3 clusters
  Score: Raw -1673265.895745 + Penalty 3115.728576 = -1670150.167168
  nChanged 60
		SP:Iteration 41Q (12534.650000 sec): 3 clusters
  Score: Raw -1673285.538203 + Penalty 3115.728576 = -1670169.809627
  nChanged 50
		SP:Iteration 42Q (12534.680000 sec): 3 clusters
  Score: Raw -1673304.692276 + Penalty 3115.728576 = -1670188.963700
  nChanged 57
		SP:Iteration 43Q (12534.710000 sec): 3 clusters
  Score: Raw -1673325.069374 + Penalty 3115.728576 = -1670209.340798
  nChanged 58
		SP:Iteration 44Q (12534.740000 sec): 3 clusters
  Score: Raw -1673347.006699 + Penalty 3115.728576 = -1670231.278123
  nChanged 62
		SP:Iteration 45Q (12534.770000 sec): 3 clusters
  Score: Raw -1673372.649622 + Penalty 3115.728576 = -1670256.921045
  nChanged 65
		SP:Iteration 46Q (12534.800000 sec): 3 clusters
  Score: Raw -1673401.002336 + Penalty 3115.728576 = -1670285.273759
  nChanged 64
		SP:Iteration 47Q (12534.830000 sec): 3 clusters
  Score: Raw -1673429.411182 + Penalty 3115.728576 = -1670313.682606
  nChanged 67
		SP:Iteration 48Q (12534.860000 sec): 3 clusters
  Score: Raw -1673456.699565 + Penalty 3115.728576 = -1670340.970989
  nChanged 68
		SP:Iteration 49Q (12534.890000 sec): 3 clusters
  Score: Raw -1673487.266284 + Penalty 3115.728576 = -1670371.537707
  nChanged 67
		SP:Iteration 50Q (12534.920000 sec): 3 clusters
  Score: Raw -1673518.514088 + Penalty 3115.728576 = -1670402.785512
  nChanged 68
		SP:Iteration 51Q (12534.950000 sec): 3 clusters
  Score: Raw -1673553.593274 + Penalty 3115.728576 = -1670437.864698
  nChanged 61
		SP:Iteration 52Q (12534.970000 sec): 3 clusters
  Score: Raw -1673580.408986 + Penalty 3115.728576 = -1670464.680410
  nChanged 54
		SP:Iteration 53Q (12535.010000 sec): 3 clusters
  Score: Raw -1673606.639289 + Penalty 3115.728576 = -1670490.910713
  nChanged 41
		SP:Iteration 54Q (12535.030000 sec): 3 clusters
  Score: Raw -1673627.167088 + Penalty 3115.728576 = -1670511.438511
  nChanged 35
		SP:Iteration 55Q (12535.060000 sec): 3 clusters
  Score: Raw -1673642.574739 + Penalty 3115.728576 = -1670526.846162
  nChanged 25
		SP:Iteration 56Q (12535.090000 sec): 3 clusters
  Score: Raw -1673653.409849 + Penalty 3115.728576 = -1670537.681273
  nChanged 19
		SP:Iteration 57Q (12535.120000 sec): 3 clusters
  Score: Raw -1673661.664665 + Penalty 3115.728576 = -1670545.936088
  nChanged 17
		SP:Iteration 58Q (12535.150000 sec): 3 clusters
  Score: Raw -1673670.468215 + Penalty 3115.728576 = -1670554.739638
  nChanged 19
		SP:Iteration 59Q (12535.170000 sec): 3 clusters
  Score: Raw -1673681.259381 + Penalty 3115.728576 = -1670565.530804
  nChanged 17
		SP:Iteration 60F (12535.210000 sec): 3 clusters
  Score: Raw -1673687.540929 + Penalty 3115.728576 = -1670571.812353
  nChanged 11
		SP:Iteration 61Q (12535.240000 sec): 3 clusters
  Score: Raw -1673691.294977 + Penalty 3115.728576 = -1670575.566401
  nChanged 10
		SP:Iteration 62Q (12535.270000 sec): 3 clusters
  Score: Raw -1673694.110844 + Penalty 3115.728576 = -1670578.382268
  nChanged 6
		SP:Iteration 63Q (12535.300000 sec): 3 clusters
  Score: Raw -1673695.385569 + Penalty 3115.728576 = -1670579.656992
  nChanged 2
		SP:Iteration 64Q (12535.330000 sec): 3 clusters
  Score: Raw -1673695.589175 + Penalty 3115.728576 = -1670579.860598
  nChanged 1
		SP:Iteration 65Q (12535.350000 sec): 3 clusters
  Score: Raw -1673695.948666 + Penalty 3115.728576 = -1670580.220089
  nChanged 3
		SP:Iteration 66Q (12535.380000 sec): 3 clusters
  Score: Raw -1673697.104637 + Penalty 3115.728576 = -1670581.376060
  nChanged 4
		SP:Iteration 67Q (12535.410000 sec): 3 clusters
  Score: Raw -1673698.960322 + Penalty 3115.728576 = -1670583.231746
  nChanged 6
		SP:Iteration 68Q (12535.440000 sec): 3 clusters
  Score: Raw -1673701.313020 + Penalty 3115.728576 = -1670585.584444
  nChanged 3
		SP:Iteration 69Q (12535.470000 sec): 3 clusters
  Score: Raw -1673701.906402 + Penalty 3115.728576 = -1670586.177825
  nChanged 2
		SP:Iteration 70Q (12535.490000 sec): 3 clusters
  Score: Raw -1673702.516037 + Penalty 3115.728576 = -1670586.787461
  nChanged 2
		SP:Iteration 71Q (12535.520000 sec): 3 clusters
  Score: Raw -1673703.160257 + Penalty 3115.728576 = -1670587.431681
  nChanged 1
		SP:Iteration 72Q (12535.550000 sec): 3 clusters
  Score: Raw -1673703.687440 + Penalty 3115.728576 = -1670587.958864
  nChanged 0
		SP:Iteration 73F (12535.590000 sec): 3 clusters
  Score: Raw -1673703.687440 + Penalty 3115.728576 = -1670587.958864
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12535.700000 sec): 2 clusters
  Score: Raw -4008707.983897 + Penalty 1699.714827 = -4007008.269071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12535.790000 sec): 3 clusters
  Score: Raw -3986909.211431 + Penalty 3399.429654 = -3983509.781777
  nChanged 16167
		SP:Iteration 1F (12535.890000 sec): 3 clusters
  Score: Raw -3996097.340788 + Penalty 3399.429654 = -3992697.911134
  nChanged 1682
		SP:Iteration 2Q (12535.980000 sec): 3 clusters
  Score: Raw -3996719.495554 + Penalty 3399.429654 = -3993320.065900
  nChanged 1824
		SP:Iteration 3F (12536.070000 sec): 3 clusters
  Score: Raw -3997543.582992 + Penalty 3399.429654 = -3994144.153338
  nChanged 2095
		SP:Iteration 4F (12536.170000 sec): 3 clusters
  Score: Raw -3998632.265343 + Penalty 3399.429654 = -3995232.835690
  nChanged 2260
		SP:Iteration 5F (12536.260000 sec): 3 clusters
  Score: Raw -3999924.959222 + Penalty 3399.429654 = -3996525.529568
  nChanged 2323
		SP:Iteration 6F (12536.350000 sec): 3 clusters
  Score: Raw -4001343.263361 + Penalty 3399.429654 = -3997943.833707
  nChanged 2203
		SP:Iteration 7F (12536.450000 sec): 3 clusters
  Score: Raw -4002742.532929 + Penalty 3399.429654 = -3999343.103275
  nChanged 1934
		SP:Iteration 8F (12536.540000 sec): 3 clusters
  Score: Raw -4004039.634309 + Penalty 3399.429654 = -4000640.204655
  nChanged 1556
		SP:Iteration 9Q (12536.630000 sec): 3 clusters
  Score: Raw -4005084.781053 + Penalty 3399.429654 = -4001685.351399
  nChanged 1220
		SP:Iteration 10Q (12536.730000 sec): 3 clusters
  Score: Raw -4005919.519986 + Penalty 3399.429654 = -4002520.090333
  nChanged 963
		SP:Iteration 11Q (12536.830000 sec): 3 clusters
  Score: Raw -4006673.590942 + Penalty 3399.429654 = -4003274.161288
  nChanged 759
		SP:Iteration 12Q (12536.920000 sec): 3 clusters
  Score: Raw -4007415.952250 + Penalty 3399.429654 = -4004016.522596
  nChanged 571
		SP:Iteration 13Q (12537.010000 sec): 3 clusters
  Score: Raw -4008120.441131 + Penalty 3399.429654 = -4004721.011478
  nChanged 349
		SP:Iteration 14Q (12537.090000 sec): 3 clusters
  Score: Raw -4008587.116938 + Penalty 3399.429654 = -4005187.687284
  nChanged 262
		SP:Iteration 15Q (12537.170000 sec): 3 clusters
  Score: Raw -4008847.105967 + Penalty 3399.429654 = -4005447.676313
  nChanged 186
		SP:Iteration 16Q (12537.240000 sec): 3 clusters
  Score: Raw -4008985.532413 + Penalty 3399.429654 = -4005586.102759
  nChanged 151
		SP:Iteration 17Q (12537.310000 sec): 3 clusters
  Score: Raw -4009077.232386 + Penalty 3399.429654 = -4005677.802733
  nChanged 122
		SP:Iteration 18Q (12537.380000 sec): 3 clusters
  Score: Raw -4009139.122101 + Penalty 3399.429654 = -4005739.692447
  nChanged 90
		SP:Iteration 19Q (12537.450000 sec): 3 clusters
  Score: Raw -4009179.072500 + Penalty 3399.429654 = -4005779.642846
  nChanged 74
		SP:Iteration 20F (12537.540000 sec): 3 clusters
  Score: Raw -4009203.621207 + Penalty 3399.429654 = -4005804.191553
  nChanged 58
		SP:Iteration 21Q (12537.610000 sec): 3 clusters
  Score: Raw -4009220.504104 + Penalty 3399.429654 = -4005821.074450
  nChanged 43
		SP:Iteration 22Q (12537.680000 sec): 3 clusters
  Score: Raw -4009234.453524 + Penalty 3399.429654 = -4005835.023870
  nChanged 36
		SP:Iteration 23Q (12537.750000 sec): 3 clusters
  Score: Raw -4009244.972860 + Penalty 3399.429654 = -4005845.543206
  nChanged 29
		SP:Iteration 24Q (12537.830000 sec): 3 clusters
  Score: Raw -4009252.166590 + Penalty 3399.429654 = -4005852.736936
  nChanged 21
		SP:Iteration 25Q (12537.890000 sec): 3 clusters
  Score: Raw -4009256.953682 + Penalty 3399.429654 = -4005857.524028
  nChanged 17
		SP:Iteration 26Q (12537.970000 sec): 3 clusters
  Score: Raw -4009260.172694 + Penalty 3399.429654 = -4005860.743040
  nChanged 12
		SP:Iteration 27Q (12538.040000 sec): 3 clusters
  Score: Raw -4009263.139249 + Penalty 3399.429654 = -4005863.709595
  nChanged 9
		SP:Iteration 28Q (12538.110000 sec): 3 clusters
  Score: Raw -4009264.788796 + Penalty 3399.429654 = -4005865.359142
  nChanged 5
		SP:Iteration 29Q (12538.170000 sec): 3 clusters
  Score: Raw -4009265.756181 + Penalty 3399.429654 = -4005866.326528
  nChanged 3
		SP:Iteration 30Q (12538.250000 sec): 3 clusters
  Score: Raw -4009266.125599 + Penalty 3399.429654 = -4005866.695945
  nChanged 1
		SP:Iteration 31Q (12538.320000 sec): 3 clusters
  Score: Raw -4009266.341923 + Penalty 3399.429654 = -4005866.912269
  nChanged 1
		SP:Iteration 32Q (12538.390000 sec): 3 clusters
  Score: Raw -4009266.556866 + Penalty 3399.429654 = -4005867.127213
  nChanged 1
		SP:Iteration 33Q (12538.460000 sec): 3 clusters
  Score: Raw -4009266.703649 + Penalty 3399.429654 = -4005867.273995
  nChanged 0
		SP:Iteration 34F (12538.550000 sec): 3 clusters
  Score: Raw -4009266.703649 + Penalty 3399.429654 = -4005867.273995
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12538.620000 sec): 2 clusters
  Score: Raw -2359890.612347 + Penalty 1610.353413 = -2358280.258933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12538.670000 sec): 3 clusters
  Score: Raw -2347800.834356 + Penalty 3220.706827 = -2344580.127529
  nChanged 9028
		SP:Iteration 1F (12538.730000 sec): 3 clusters
  Score: Raw -2352807.141111 + Penalty 3220.706827 = -2349586.434284
  nChanged 1062
		SP:Iteration 2F (12538.780000 sec): 3 clusters
  Score: Raw -2353212.214354 + Penalty 3220.706827 = -2349991.507527
  nChanged 1004
		SP:Iteration 3Q (12538.840000 sec): 3 clusters
  Score: Raw -2353597.909148 + Penalty 3220.706827 = -2350377.202321
  nChanged 991
		SP:Iteration 4Q (12538.890000 sec): 3 clusters
  Score: Raw -2353990.910699 + Penalty 3220.706827 = -2350770.203872
  nChanged 997
		SP:Iteration 5Q (12538.950000 sec): 3 clusters
  Score: Raw -2354425.837215 + Penalty 3220.706827 = -2351205.130388
  nChanged 1062
		SP:Iteration 6F (12539.010000 sec): 3 clusters
  Score: Raw -2354992.848088 + Penalty 3220.706827 = -2351772.141261
  nChanged 1154
		SP:Iteration 7F (12539.060000 sec): 3 clusters
  Score: Raw -2355705.955145 + Penalty 3220.706827 = -2352485.248318
  nChanged 1235
		SP:Iteration 8F (12539.120000 sec): 3 clusters
  Score: Raw -2356623.657868 + Penalty 3220.706827 = -2353402.951042
  nChanged 1224
		SP:Iteration 9F (12539.170000 sec): 3 clusters
  Score: Raw -2357650.223647 + Penalty 3220.706827 = -2354429.516820
  nChanged 1047
		SP:Iteration 10F (12539.230000 sec): 3 clusters
  Score: Raw -2358568.665940 + Penalty 3220.706827 = -2355347.959113
  nChanged 739
		SP:Iteration 11Q (12539.280000 sec): 3 clusters
  Score: Raw -2359268.102944 + Penalty 3220.706827 = -2356047.396117
  nChanged 457
		SP:Iteration 12Q (12539.330000 sec): 3 clusters
  Score: Raw -2359714.139070 + Penalty 3220.706827 = -2356493.432243
  nChanged 208
		SP:Iteration 13Q (12539.380000 sec): 3 clusters
  Score: Raw -2359927.418256 + Penalty 3220.706827 = -2356706.711429
  nChanged 102
		SP:Iteration 14Q (12539.420000 sec): 3 clusters
  Score: Raw -2360041.242979 + Penalty 3220.706827 = -2356820.536152
  nChanged 82
		SP:Iteration 15Q (12539.460000 sec): 3 clusters
  Score: Raw -2360123.361344 + Penalty 3220.706827 = -2356902.654517
  nChanged 42
		SP:Iteration 16Q (12539.500000 sec): 3 clusters
  Score: Raw -2360162.631467 + Penalty 3220.706827 = -2356941.924640
  nChanged 28
		SP:Iteration 17Q (12539.550000 sec): 3 clusters
  Score: Raw -2360184.926559 + Penalty 3220.706827 = -2356964.219732
  nChanged 22
		SP:Iteration 18Q (12539.590000 sec): 3 clusters
  Score: Raw -2360216.209778 + Penalty 3220.706827 = -2356995.502951
  nChanged 23
		SP:Iteration 19Q (12539.630000 sec): 3 clusters
  Score: Raw -2360245.140728 + Penalty 3220.706827 = -2357024.433902
  nChanged 20
		SP:Iteration 20F (12539.680000 sec): 3 clusters
  Score: Raw -2360263.264457 + Penalty 3220.706827 = -2357042.557630
  nChanged 18
		SP:Iteration 21Q (12539.720000 sec): 3 clusters
  Score: Raw -2360274.791931 + Penalty 3220.706827 = -2357054.085104
  nChanged 10
		SP:Iteration 22Q (12539.750000 sec): 3 clusters
  Score: Raw -2360283.317921 + Penalty 3220.706827 = -2357062.611094
  nChanged 10
		SP:Iteration 23Q (12539.790000 sec): 3 clusters
  Score: Raw -2360291.942032 + Penalty 3220.706827 = -2357071.235206
  nChanged 13
		SP:Iteration 24Q (12539.830000 sec): 3 clusters
  Score: Raw -2360303.646072 + Penalty 3220.706827 = -2357082.939245
  nChanged 20
		SP:Iteration 25Q (12539.870000 sec): 3 clusters
  Score: Raw -2360324.728254 + Penalty 3220.706827 = -2357104.021427
  nChanged 11
		SP:Iteration 26Q (12539.910000 sec): 3 clusters
  Score: Raw -2360334.860631 + Penalty 3220.706827 = -2357114.153804
  nChanged 6
		SP:Iteration 27Q (12539.950000 sec): 3 clusters
  Score: Raw -2360338.416776 + Penalty 3220.706827 = -2357117.709949
  nChanged 4
		SP:Iteration 28Q (12539.990000 sec): 3 clusters
  Score: Raw -2360340.729892 + Penalty 3220.706827 = -2357120.023065
  nChanged 4
		SP:Iteration 29Q (12540.030000 sec): 3 clusters
  Score: Raw -2360342.630309 + Penalty 3220.706827 = -2357121.923483
  nChanged 3
		SP:Iteration 30Q (12540.070000 sec): 3 clusters
  Score: Raw -2360344.098338 + Penalty 3220.706827 = -2357123.391512
  nChanged 2
		SP:Iteration 31Q (12540.110000 sec): 3 clusters
  Score: Raw -2360344.568487 + Penalty 3220.706827 = -2357123.861660
  nChanged 1
		SP:Iteration 32Q (12540.150000 sec): 3 clusters
  Score: Raw -2360345.087922 + Penalty 3220.706827 = -2357124.381095
  nChanged 0
		SP:Iteration 33F (12540.200000 sec): 3 clusters
  Score: Raw -2360345.087922 + Penalty 3220.706827 = -2357124.381095
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12540.240000 sec): 2 clusters
  Score: Raw -1623963.792973 + Penalty 1553.856478 = -1622409.936495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12540.280000 sec): 3 clusters
  Score: Raw -1615579.896136 + Penalty 3107.712956 = -1612472.183180
  nChanged 6319
		SP:Iteration 1F (12540.320000 sec): 3 clusters
  Score: Raw -1619242.369922 + Penalty 3107.712956 = -1616134.656966
  nChanged 1015
		SP:Iteration 2F (12540.360000 sec): 3 clusters
  Score: Raw -1619843.340143 + Penalty 3107.712956 = -1616735.627187
  nChanged 1043
		SP:Iteration 3F (12540.390000 sec): 3 clusters
  Score: Raw -1620554.641516 + Penalty 3107.712956 = -1617446.928560
  nChanged 1044
		SP:Iteration 4F (12540.430000 sec): 3 clusters
  Score: Raw -1621273.419122 + Penalty 3107.712956 = -1618165.706166
  nChanged 960
		SP:Iteration 5F (12540.470000 sec): 3 clusters
  Score: Raw -1621862.857526 + Penalty 3107.712956 = -1618755.144570
  nChanged 730
		SP:Iteration 6F (12540.510000 sec): 3 clusters
  Score: Raw -1622280.552252 + Penalty 3107.712956 = -1619172.839296
  nChanged 616
		SP:Iteration 7Q (12540.550000 sec): 3 clusters
  Score: Raw -1622605.966645 + Penalty 3107.712956 = -1619498.253689
  nChanged 513
		SP:Iteration 8Q (12540.590000 sec): 3 clusters
  Score: Raw -1622837.184739 + Penalty 3107.712956 = -1619729.471783
  nChanged 391
		SP:Iteration 9Q (12540.630000 sec): 3 clusters
  Score: Raw -1622996.405751 + Penalty 3107.712956 = -1619888.692796
  nChanged 328
		SP:Iteration 10Q (12540.670000 sec): 3 clusters
  Score: Raw -1623109.214203 + Penalty 3107.712956 = -1620001.501247
  nChanged 247
		SP:Iteration 11Q (12540.700000 sec): 3 clusters
  Score: Raw -1623193.408494 + Penalty 3107.712956 = -1620085.695538
  nChanged 240
		SP:Iteration 12Q (12540.740000 sec): 3 clusters
  Score: Raw -1623269.780074 + Penalty 3107.712956 = -1620162.067118
  nChanged 208
		SP:Iteration 13Q (12540.780000 sec): 3 clusters
  Score: Raw -1623333.239433 + Penalty 3107.712956 = -1620225.526477
  nChanged 188
		SP:Iteration 14Q (12540.820000 sec): 3 clusters
  Score: Raw -1623401.995536 + Penalty 3107.712956 = -1620294.282580
  nChanged 193
		SP:Iteration 15Q (12540.850000 sec): 3 clusters
  Score: Raw -1623476.593452 + Penalty 3107.712956 = -1620368.880496
  nChanged 210
		SP:Iteration 16Q (12540.890000 sec): 3 clusters
  Score: Raw -1623558.455023 + Penalty 3107.712956 = -1620450.742067
  nChanged 184
		SP:Iteration 17Q (12540.930000 sec): 3 clusters
  Score: Raw -1623641.542924 + Penalty 3107.712956 = -1620533.829968
  nChanged 178
		SP:Iteration 18Q (12540.970000 sec): 3 clusters
  Score: Raw -1623730.358994 + Penalty 3107.712956 = -1620622.646038
  nChanged 180
		SP:Iteration 19Q (12541.010000 sec): 3 clusters
  Score: Raw -1623804.690159 + Penalty 3107.712956 = -1620696.977203
  nChanged 159
		SP:Iteration 20F (12541.040000 sec): 3 clusters
  Score: Raw -1623872.127352 + Penalty 3107.712956 = -1620764.414396
  nChanged 146
		SP:Iteration 21Q (12541.080000 sec): 3 clusters
  Score: Raw -1623932.423763 + Penalty 3107.712956 = -1620824.710807
  nChanged 135
		SP:Iteration 22Q (12541.120000 sec): 3 clusters
  Score: Raw -1623974.315732 + Penalty 3107.712956 = -1620866.602776
  nChanged 86
		SP:Iteration 23Q (12541.150000 sec): 3 clusters
  Score: Raw -1623995.674192 + Penalty 3107.712956 = -1620887.961236
  nChanged 69
		SP:Iteration 24Q (12541.190000 sec): 3 clusters
  Score: Raw -1624008.243969 + Penalty 3107.712956 = -1620900.531013
  nChanged 57
		SP:Iteration 25Q (12541.220000 sec): 3 clusters
  Score: Raw -1624016.024377 + Penalty 3107.712956 = -1620908.311421
  nChanged 37
		SP:Iteration 26Q (12541.260000 sec): 3 clusters
  Score: Raw -1624021.146233 + Penalty 3107.712956 = -1620913.433277
  nChanged 37
		SP:Iteration 27Q (12541.290000 sec): 3 clusters
  Score: Raw -1624026.628074 + Penalty 3107.712956 = -1620918.915118
  nChanged 24
		SP:Iteration 28Q (12541.330000 sec): 3 clusters
  Score: Raw -1624029.959259 + Penalty 3107.712956 = -1620922.246303
  nChanged 27
		SP:Iteration 29Q (12541.370000 sec): 3 clusters
  Score: Raw -1624032.828914 + Penalty 3107.712956 = -1620925.115958
  nChanged 21
		SP:Iteration 30Q (12541.400000 sec): 3 clusters
  Score: Raw -1624035.442678 + Penalty 3107.712956 = -1620927.729722
  nChanged 20
		SP:Iteration 31Q (12541.430000 sec): 3 clusters
  Score: Raw -1624037.835371 + Penalty 3107.712956 = -1620930.122415
  nChanged 13
		SP:Iteration 32Q (12541.470000 sec): 3 clusters
  Score: Raw -1624039.622584 + Penalty 3107.712956 = -1620931.909628
  nChanged 14
		SP:Iteration 33Q (12541.510000 sec): 3 clusters
  Score: Raw -1624041.304282 + Penalty 3107.712956 = -1620933.591327
  nChanged 14
		SP:Iteration 34Q (12541.540000 sec): 3 clusters
  Score: Raw -1624042.996537 + Penalty 3107.712956 = -1620935.283581
  nChanged 17
		SP:Iteration 35Q (12541.580000 sec): 3 clusters
  Score: Raw -1624044.473271 + Penalty 3107.712956 = -1620936.760315
  nChanged 13
		SP:Iteration 36Q (12541.610000 sec): 3 clusters
  Score: Raw -1624046.235611 + Penalty 3107.712956 = -1620938.522655
  nChanged 21
		SP:Iteration 37Q (12541.650000 sec): 3 clusters
  Score: Raw -1624049.085980 + Penalty 3107.712956 = -1620941.373024
  nChanged 22
		SP:Iteration 38Q (12541.680000 sec): 3 clusters
  Score: Raw -1624051.831008 + Penalty 3107.712956 = -1620944.118052
  nChanged 20
		SP:Iteration 39Q (12541.710000 sec): 3 clusters
  Score: Raw -1624053.412925 + Penalty 3107.712956 = -1620945.699969
  nChanged 15
		SP:Iteration 40F (12541.750000 sec): 3 clusters
  Score: Raw -1624055.144225 + Penalty 3107.712956 = -1620947.431269
  nChanged 21
		SP:Iteration 41Q (12541.790000 sec): 3 clusters
  Score: Raw -1624057.345090 + Penalty 3107.712956 = -1620949.632134
  nChanged 20
		SP:Iteration 42Q (12541.820000 sec): 3 clusters
  Score: Raw -1624059.552769 + Penalty 3107.712956 = -1620951.839813
  nChanged 15
		SP:Iteration 43Q (12541.860000 sec): 3 clusters
  Score: Raw -1624061.225256 + Penalty 3107.712956 = -1620953.512300
  nChanged 18
		SP:Iteration 44Q (12541.890000 sec): 3 clusters
  Score: Raw -1624063.055521 + Penalty 3107.712956 = -1620955.342565
  nChanged 19
		SP:Iteration 45Q (12541.930000 sec): 3 clusters
  Score: Raw -1624065.253967 + Penalty 3107.712956 = -1620957.541011
  nChanged 21
		SP:Iteration 46Q (12541.960000 sec): 3 clusters
  Score: Raw -1624067.544665 + Penalty 3107.712956 = -1620959.831709
  nChanged 18
		SP:Iteration 47Q (12542.000000 sec): 3 clusters
  Score: Raw -1624069.657995 + Penalty 3107.712956 = -1620961.945039
  nChanged 20
		SP:Iteration 48Q (12542.030000 sec): 3 clusters
  Score: Raw -1624072.076701 + Penalty 3107.712956 = -1620964.363745
  nChanged 22
		SP:Iteration 49Q (12542.070000 sec): 3 clusters
  Score: Raw -1624075.012660 + Penalty 3107.712956 = -1620967.299704
  nChanged 18
		SP:Iteration 50Q (12542.100000 sec): 3 clusters
  Score: Raw -1624077.488347 + Penalty 3107.712956 = -1620969.775391
  nChanged 17
		SP:Iteration 51Q (12542.140000 sec): 3 clusters
  Score: Raw -1624079.723579 + Penalty 3107.712956 = -1620972.010623
  nChanged 13
		SP:Iteration 52Q (12542.170000 sec): 3 clusters
  Score: Raw -1624081.191405 + Penalty 3107.712956 = -1620973.478449
  nChanged 14
		SP:Iteration 53Q (12542.210000 sec): 3 clusters
  Score: Raw -1624082.837195 + Penalty 3107.712956 = -1620975.124239
  nChanged 12
		SP:Iteration 54Q (12542.240000 sec): 3 clusters
  Score: Raw -1624084.058263 + Penalty 3107.712956 = -1620976.345307
  nChanged 11
		SP:Iteration 55Q (12542.270000 sec): 3 clusters
  Score: Raw -1624085.569675 + Penalty 3107.712956 = -1620977.856719
  nChanged 20
		SP:Iteration 56Q (12542.310000 sec): 3 clusters
  Score: Raw -1624087.632384 + Penalty 3107.712956 = -1620979.919428
  nChanged 13
		SP:Iteration 57Q (12542.340000 sec): 3 clusters
  Score: Raw -1624088.884364 + Penalty 3107.712956 = -1620981.171408
  nChanged 18
		SP:Iteration 58Q (12542.370000 sec): 3 clusters
  Score: Raw -1624090.986843 + Penalty 3107.712956 = -1620983.273887
  nChanged 18
		SP:Iteration 59Q (12542.410000 sec): 3 clusters
  Score: Raw -1624093.457646 + Penalty 3107.712956 = -1620985.744690
  nChanged 13
		SP:Iteration 60F (12542.440000 sec): 3 clusters
  Score: Raw -1624094.858773 + Penalty 3107.712956 = -1620987.145817
  nChanged 10
		SP:Iteration 61Q (12542.470000 sec): 3 clusters
  Score: Raw -1624095.725550 + Penalty 3107.712956 = -1620988.012594
  nChanged 4
		SP:Iteration 62Q (12542.510000 sec): 3 clusters
  Score: Raw -1624096.171478 + Penalty 3107.712956 = -1620988.458522
  nChanged 3
		SP:Iteration 63Q (12542.540000 sec): 3 clusters
  Score: Raw -1624096.401411 + Penalty 3107.712956 = -1620988.688455
  nChanged 4
		SP:Iteration 64Q (12542.570000 sec): 3 clusters
  Score: Raw -1624096.906454 + Penalty 3107.712956 = -1620989.193498
  nChanged 5
		SP:Iteration 65Q (12542.610000 sec): 3 clusters
  Score: Raw -1624097.183302 + Penalty 3107.712956 = -1620989.470346
  nChanged 3
		SP:Iteration 66Q (12542.640000 sec): 3 clusters
  Score: Raw -1624097.361075 + Penalty 3107.712956 = -1620989.648119
  nChanged 3
		SP:Iteration 67Q (12542.670000 sec): 3 clusters
  Score: Raw -1624097.633280 + Penalty 3107.712956 = -1620989.920324
  nChanged 5
		SP:Iteration 68Q (12542.700000 sec): 3 clusters
  Score: Raw -1624097.899450 + Penalty 3107.712956 = -1620990.186494
  nChanged 2
		SP:Iteration 69Q (12542.730000 sec): 3 clusters
  Score: Raw -1624098.169555 + Penalty 3107.712956 = -1620990.456599
  nChanged 3
		SP:Iteration 70Q (12542.770000 sec): 3 clusters
  Score: Raw -1624098.470912 + Penalty 3107.712956 = -1620990.757956
  nChanged 2
		SP:Iteration 71Q (12542.800000 sec): 3 clusters
  Score: Raw -1624098.559731 + Penalty 3107.712956 = -1620990.846775
  nChanged 1
		SP:Iteration 72Q (12542.830000 sec): 3 clusters
  Score: Raw -1624098.622440 + Penalty 3107.712956 = -1620990.909484
  nChanged 0
		SP:Iteration 73F (12542.870000 sec): 3 clusters
  Score: Raw -1624098.622440 + Penalty 3107.712956 = -1620990.909484
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12542.890000 sec): 2 clusters
  Score: Raw -241789.243613 + Penalty 1239.792111 = -240549.451502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12542.890000 sec): 3 clusters
  Score: Raw -240909.445027 + Penalty 2479.584223 = -238429.860804
  nChanged 712
		SP:Iteration 1F (12542.890000 sec): 3 clusters
  Score: Raw -241343.088906 + Penalty 2479.584223 = -238863.504683
  nChanged 152
		SP:Iteration 2F (12542.900000 sec): 3 clusters
  Score: Raw -241445.446234 + Penalty 2479.584223 = -238965.862011
  nChanged 87
		SP:Iteration 3Q (12542.910000 sec): 3 clusters
  Score: Raw -241499.901251 + Penalty 2479.584223 = -239020.317028
  nChanged 57
		SP:Iteration 4Q (12542.910000 sec): 3 clusters
  Score: Raw -241533.934283 + Penalty 2479.584223 = -239054.350060
  nChanged 46
		SP:Iteration 5Q (12542.920000 sec): 3 clusters
  Score: Raw -241555.104777 + Penalty 2479.584223 = -239075.520554
  nChanged 30
		SP:Iteration 6Q (12542.920000 sec): 3 clusters
  Score: Raw -241569.635654 + Penalty 2479.584223 = -239090.051431
  nChanged 29
		SP:Iteration 7Q (12542.930000 sec): 3 clusters
  Score: Raw -241581.937726 + Penalty 2479.584223 = -239102.353503
  nChanged 25
		SP:Iteration 8Q (12542.930000 sec): 3 clusters
  Score: Raw -241595.968464 + Penalty 2479.584223 = -239116.384241
  nChanged 30
		SP:Iteration 9Q (12542.940000 sec): 3 clusters
  Score: Raw -241610.892417 + Penalty 2479.584223 = -239131.308194
  nChanged 15
		SP:Iteration 10Q (12542.940000 sec): 3 clusters
  Score: Raw -241616.360814 + Penalty 2479.584223 = -239136.776591
  nChanged 9
		SP:Iteration 11Q (12542.950000 sec): 3 clusters
  Score: Raw -241621.474572 + Penalty 2479.584223 = -239141.890349
  nChanged 14
		SP:Iteration 12Q (12542.950000 sec): 3 clusters
  Score: Raw -241627.642931 + Penalty 2479.584223 = -239148.058708
  nChanged 14
		SP:Iteration 13Q (12542.960000 sec): 3 clusters
  Score: Raw -241634.403026 + Penalty 2479.584223 = -239154.818803
  nChanged 11
		SP:Iteration 14Q (12542.960000 sec): 3 clusters
  Score: Raw -241640.572633 + Penalty 2479.584223 = -239160.988410
  nChanged 11
		SP:Iteration 15Q (12542.970000 sec): 3 clusters
  Score: Raw -241645.646929 + Penalty 2479.584223 = -239166.062706
  nChanged 11
		SP:Iteration 16Q (12542.970000 sec): 3 clusters
  Score: Raw -241648.716351 + Penalty 2479.584223 = -239169.132128
  nChanged 6
		SP:Iteration 17Q (12542.980000 sec): 3 clusters
  Score: Raw -241651.577434 + Penalty 2479.584223 = -239171.993211
  nChanged 11
		SP:Iteration 18Q (12542.980000 sec): 3 clusters
  Score: Raw -241656.523467 + Penalty 2479.584223 = -239176.939244
  nChanged 14
		SP:Iteration 19Q (12542.990000 sec): 3 clusters
  Score: Raw -241663.325858 + Penalty 2479.584223 = -239183.741635
  nChanged 18
		SP:Iteration 20F (12542.990000 sec): 3 clusters
  Score: Raw -241670.259825 + Penalty 2479.584223 = -239190.675602
  nChanged 11
		SP:Iteration 21Q (12543.000000 sec): 3 clusters
  Score: Raw -241674.065278 + Penalty 2479.584223 = -239194.481055
  nChanged 7
		SP:Iteration 22Q (12543.000000 sec): 3 clusters
  Score: Raw -241675.512799 + Penalty 2479.584223 = -239195.928576
  nChanged 3
		SP:Iteration 23Q (12543.010000 sec): 3 clusters
  Score: Raw -241676.977105 + Penalty 2479.584223 = -239197.392882
  nChanged 7
		SP:Iteration 24Q (12543.010000 sec): 3 clusters
  Score: Raw -241679.403449 + Penalty 2479.584223 = -239199.819227
  nChanged 10
		SP:Iteration 25Q (12543.020000 sec): 3 clusters
  Score: Raw -241682.302039 + Penalty 2479.584223 = -239202.717816
  nChanged 6
		SP:Iteration 26Q (12543.020000 sec): 3 clusters
  Score: Raw -241684.922229 + Penalty 2479.584223 = -239205.338006
  nChanged 10
		SP:Iteration 27Q (12543.030000 sec): 3 clusters
  Score: Raw -241689.104890 + Penalty 2479.584223 = -239209.520668
  nChanged 2
		SP:Iteration 28Q (12543.030000 sec): 3 clusters
  Score: Raw -241690.267721 + Penalty 2479.584223 = -239210.683498
  nChanged 3
		SP:Iteration 29Q (12543.040000 sec): 3 clusters
  Score: Raw -241692.295243 + Penalty 2479.584223 = -239212.711020
  nChanged 3
		SP:Iteration 30Q (12543.040000 sec): 3 clusters
  Score: Raw -241693.032888 + Penalty 2479.584223 = -239213.448665
  nChanged 2
		SP:Iteration 31Q (12543.050000 sec): 3 clusters
  Score: Raw -241694.261288 + Penalty 2479.584223 = -239214.677065
  nChanged 3
		SP:Iteration 32Q (12543.050000 sec): 3 clusters
  Score: Raw -241695.709951 + Penalty 2479.584223 = -239216.125729
  nChanged 3
		SP:Iteration 33Q (12543.060000 sec): 3 clusters
  Score: Raw -241696.929021 + Penalty 2479.584223 = -239217.344798
  nChanged 3
		SP:Iteration 34Q (12543.060000 sec): 3 clusters
  Score: Raw -241698.542467 + Penalty 2479.584223 = -239218.958244
  nChanged 3
		SP:Iteration 35Q (12543.070000 sec): 3 clusters
  Score: Raw -241700.450129 + Penalty 2479.584223 = -239220.865906
  nChanged 7
		SP:Iteration 36Q (12543.070000 sec): 3 clusters
  Score: Raw -241702.894573 + Penalty 2479.584223 = -239223.310350
  nChanged 5
		SP:Iteration 37Q (12543.080000 sec): 3 clusters
  Score: Raw -241704.154934 + Penalty 2479.584223 = -239224.570711
  nChanged 3
		SP:Iteration 38Q (12543.080000 sec): 3 clusters
  Score: Raw -241705.127537 + Penalty 2479.584223 = -239225.543315
  nChanged 2
		SP:Iteration 39Q (12543.090000 sec): 3 clusters
  Score: Raw -241706.152739 + Penalty 2479.584223 = -239226.568517
  nChanged 3
		SP:Iteration 40F (12543.090000 sec): 3 clusters
  Score: Raw -241706.901468 + Penalty 2479.584223 = -239227.317246
  nChanged 2
		SP:Iteration 41Q (12543.100000 sec): 3 clusters
  Score: Raw -241707.325170 + Penalty 2479.584223 = -239227.740947
  nChanged 1
		SP:Iteration 42Q (12543.100000 sec): 3 clusters
  Score: Raw -241707.687617 + Penalty 2479.584223 = -239228.103395
  nChanged 2
		SP:Iteration 43Q (12543.110000 sec): 3 clusters
  Score: Raw -241708.295493 + Penalty 2479.584223 = -239228.711271
  nChanged 3
		SP:Iteration 44Q (12543.110000 sec): 3 clusters
  Score: Raw -241709.009301 + Penalty 2479.584223 = -239229.425078
  nChanged 1
		SP:Iteration 45Q (12543.120000 sec): 3 clusters
  Score: Raw -241709.329342 + Penalty 2479.584223 = -239229.745119
  nChanged 0
		SP:Iteration 46F (12543.120000 sec): 3 clusters
  Score: Raw -241709.329342 + Penalty 2479.584223 = -239229.745119
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12543.150000 sec): 2 clusters
  Score: Raw -759266.456870 + Penalty 1432.038688 = -757834.418183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12543.170000 sec): 3 clusters
  Score: Raw -755621.066380 + Penalty 2864.077375 = -752756.989005
  nChanged 2739
		SP:Iteration 1F (12543.180000 sec): 3 clusters
  Score: Raw -757076.654827 + Penalty 2864.077375 = -754212.577451
  nChanged 403
		SP:Iteration 2F (12543.200000 sec): 3 clusters
  Score: Raw -757255.739502 + Penalty 2864.077375 = -754391.662127
  nChanged 325
		SP:Iteration 3Q (12543.210000 sec): 3 clusters
  Score: Raw -757392.368545 + Penalty 2864.077375 = -754528.291169
  nChanged 267
		SP:Iteration 4Q (12543.230000 sec): 3 clusters
  Score: Raw -757507.378248 + Penalty 2864.077375 = -754643.300873
  nChanged 230
		SP:Iteration 5Q (12543.250000 sec): 3 clusters
  Score: Raw -757597.714546 + Penalty 2864.077375 = -754733.637171
  nChanged 200
		SP:Iteration 6Q (12543.270000 sec): 3 clusters
  Score: Raw -757704.133088 + Penalty 2864.077375 = -754840.055712
  nChanged 242
		SP:Iteration 7Q (12543.280000 sec): 3 clusters
  Score: Raw -757852.328577 + Penalty 2864.077375 = -754988.251202
  nChanged 267
		SP:Iteration 8Q (12543.300000 sec): 3 clusters
  Score: Raw -758022.449388 + Penalty 2864.077375 = -755158.372013
  nChanged 284
		SP:Iteration 9Q (12543.310000 sec): 3 clusters
  Score: Raw -758219.536319 + Penalty 2864.077375 = -755355.458943
  nChanged 320
		SP:Iteration 10Q (12543.330000 sec): 3 clusters
  Score: Raw -758448.961406 + Penalty 2864.077375 = -755584.884031
  nChanged 322
		SP:Iteration 11Q (12543.350000 sec): 3 clusters
  Score: Raw -758696.002153 + Penalty 2864.077375 = -755831.924777
  nChanged 311
		SP:Iteration 12Q (12543.360000 sec): 3 clusters
  Score: Raw -758940.217513 + Penalty 2864.077375 = -756076.140138
  nChanged 291
		SP:Iteration 13Q (12543.380000 sec): 3 clusters
  Score: Raw -759205.080079 + Penalty 2864.077375 = -756341.002704
  nChanged 233
		SP:Iteration 14Q (12543.390000 sec): 3 clusters
  Score: Raw -759381.143726 + Penalty 2864.077375 = -756517.066351
  nChanged 195
		SP:Iteration 15Q (12543.410000 sec): 3 clusters
  Score: Raw -759490.529073 + Penalty 2864.077375 = -756626.451698
  nChanged 117
		SP:Iteration 16Q (12543.420000 sec): 3 clusters
  Score: Raw -759543.250634 + Penalty 2864.077375 = -756679.173259
  nChanged 91
		SP:Iteration 17Q (12543.440000 sec): 3 clusters
  Score: Raw -759573.539352 + Penalty 2864.077375 = -756709.461976
  nChanged 50
		SP:Iteration 18Q (12543.450000 sec): 3 clusters
  Score: Raw -759591.085984 + Penalty 2864.077375 = -756727.008609
  nChanged 50
		SP:Iteration 19Q (12543.470000 sec): 3 clusters
  Score: Raw -759607.847744 + Penalty 2864.077375 = -756743.770369
  nChanged 39
		SP:Iteration 20F (12543.490000 sec): 3 clusters
  Score: Raw -759621.468875 + Penalty 2864.077375 = -756757.391500
  nChanged 39
		SP:Iteration 21Q (12543.500000 sec): 3 clusters
  Score: Raw -759632.205267 + Penalty 2864.077375 = -756768.127892
  nChanged 29
		SP:Iteration 22Q (12543.510000 sec): 3 clusters
  Score: Raw -759638.289896 + Penalty 2864.077375 = -756774.212521
  nChanged 18
		SP:Iteration 23Q (12543.530000 sec): 3 clusters
  Score: Raw -759642.093706 + Penalty 2864.077375 = -756778.016330
  nChanged 17
		SP:Iteration 24Q (12543.550000 sec): 3 clusters
  Score: Raw -759645.130307 + Penalty 2864.077375 = -756781.052932
  nChanged 8
		SP:Iteration 25Q (12543.560000 sec): 3 clusters
  Score: Raw -759646.598324 + Penalty 2864.077375 = -756782.520948
  nChanged 5
		SP:Iteration 26Q (12543.570000 sec): 3 clusters
  Score: Raw -759647.208113 + Penalty 2864.077375 = -756783.130737
  nChanged 4
		SP:Iteration 27Q (12543.590000 sec): 3 clusters
  Score: Raw -759647.640642 + Penalty 2864.077375 = -756783.563267
  nChanged 1
		SP:Iteration 28Q (12543.600000 sec): 3 clusters
  Score: Raw -759647.693758 + Penalty 2864.077375 = -756783.616383
  nChanged 0
		SP:Iteration 29F (12543.620000 sec): 3 clusters
  Score: Raw -759647.693758 + Penalty 2864.077375 = -756783.616383
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12543.630000 sec): 2 clusters
  Score: Raw -180397.630299 + Penalty 1200.402163 = -179197.228136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12543.630000 sec): 3 clusters
  Score: Raw -179776.251444 + Penalty 2400.804327 = -177375.447117
  nChanged 577
		SP:Iteration 1F (12543.640000 sec): 3 clusters
  Score: Raw -180398.413960 + Penalty 2400.804327 = -177997.609633
  nChanged 169
		SP:Iteration 2F (12543.640000 sec): 3 clusters
  Score: Raw -180754.368775 + Penalty 2400.804327 = -178353.564449
  nChanged 132
		SP:Iteration 3F (12543.650000 sec): 3 clusters
  Score: Raw -180941.195570 + Penalty 2400.804327 = -178540.391244
  nChanged 93
		SP:Iteration 4F (12543.650000 sec): 3 clusters
  Score: Raw -181058.876453 + Penalty 2400.804327 = -178658.072126
  nChanged 76
		SP:Iteration 5Q (12543.650000 sec): 3 clusters
  Score: Raw -181153.968487 + Penalty 2400.804327 = -178753.164160
  nChanged 57
		SP:Iteration 6Q (12543.660000 sec): 3 clusters
  Score: Raw -181219.110356 + Penalty 2400.804327 = -178818.306029
  nChanged 44
		SP:Iteration 7Q (12543.660000 sec): 3 clusters
  Score: Raw -181268.905878 + Penalty 2400.804327 = -178868.101551
  nChanged 35
		SP:Iteration 8Q (12543.670000 sec): 3 clusters
  Score: Raw -181306.301521 + Penalty 2400.804327 = -178905.497194
  nChanged 22
		SP:Iteration 9Q (12543.670000 sec): 3 clusters
  Score: Raw -181330.320201 + Penalty 2400.804327 = -178929.515875
  nChanged 18
		SP:Iteration 10Q (12543.670000 sec): 3 clusters
  Score: Raw -181347.911186 + Penalty 2400.804327 = -178947.106859
  nChanged 9
		SP:Iteration 11Q (12543.670000 sec): 3 clusters
  Score: Raw -181355.334484 + Penalty 2400.804327 = -178954.530157
  nChanged 7
		SP:Iteration 12Q (12543.680000 sec): 3 clusters
  Score: Raw -181360.990301 + Penalty 2400.804327 = -178960.185975
  nChanged 6
		SP:Iteration 13Q (12543.680000 sec): 3 clusters
  Score: Raw -181365.053777 + Penalty 2400.804327 = -178964.249451
  nChanged 3
		SP:Iteration 14Q (12543.690000 sec): 3 clusters
  Score: Raw -181368.192203 + Penalty 2400.804327 = -178967.387876
  nChanged 5
		SP:Iteration 15Q (12543.690000 sec): 3 clusters
  Score: Raw -181370.619600 + Penalty 2400.804327 = -178969.815273
  nChanged 4
		SP:Iteration 16Q (12543.690000 sec): 3 clusters
  Score: Raw -181373.549308 + Penalty 2400.804327 = -178972.744982
  nChanged 5
		SP:Iteration 17Q (12543.700000 sec): 3 clusters
  Score: Raw -181378.096918 + Penalty 2400.804327 = -178977.292592
  nChanged 8
		SP:Iteration 18Q (12543.700000 sec): 3 clusters
  Score: Raw -181388.401597 + Penalty 2400.804327 = -178987.597270
  nChanged 10
		SP:Iteration 19Q (12543.700000 sec): 3 clusters
  Score: Raw -181393.927275 + Penalty 2400.804327 = -178993.122949
  nChanged 4
		SP:Iteration 20F (12543.710000 sec): 3 clusters
  Score: Raw -181400.064460 + Penalty 2400.804327 = -178999.260133
  nChanged 4
		SP:Iteration 21Q (12543.710000 sec): 3 clusters
  Score: Raw -181404.641455 + Penalty 2400.804327 = -179003.837128
  nChanged 3
		SP:Iteration 22Q (12543.710000 sec): 3 clusters
  Score: Raw -181408.775050 + Penalty 2400.804327 = -179007.970724
  nChanged 4
		SP:Iteration 23Q (12543.720000 sec): 3 clusters
  Score: Raw -181413.253264 + Penalty 2400.804327 = -179012.448938
  nChanged 3
		SP:Iteration 24Q (12543.720000 sec): 3 clusters
  Score: Raw -181416.398007 + Penalty 2400.804327 = -179015.593681
  nChanged 3
		SP:Iteration 25Q (12543.730000 sec): 3 clusters
  Score: Raw -181418.429831 + Penalty 2400.804327 = -179017.625504
  nChanged 3
		SP:Iteration 26Q (12543.730000 sec): 3 clusters
  Score: Raw -181421.089847 + Penalty 2400.804327 = -179020.285520
  nChanged 3
		SP:Iteration 27Q (12543.730000 sec): 3 clusters
  Score: Raw -181422.362421 + Penalty 2400.804327 = -179021.558095
  nChanged 6
		SP:Iteration 28Q (12543.730000 sec): 3 clusters
  Score: Raw -181425.510491 + Penalty 2400.804327 = -179024.706165
  nChanged 1
		SP:Iteration 29Q (12543.740000 sec): 3 clusters
  Score: Raw -181426.033373 + Penalty 2400.804327 = -179025.229046
  nChanged 0
		SP:Iteration 30F (12543.740000 sec): 3 clusters
  Score: Raw -181426.033373 + Penalty 2400.804327 = -179025.229046
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (14220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12543.790000 sec): 2 clusters
  Score: Raw -1623523.669591 + Penalty 1553.890764 = -1621969.778826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12543.820000 sec): 3 clusters
  Score: Raw -1615230.163395 + Penalty 3107.781529 = -1612122.381866
  nChanged 6280
		SP:Iteration 1F (12543.860000 sec): 3 clusters
  Score: Raw -1618723.676484 + Penalty 3107.781529 = -1615615.894956
  nChanged 906
		SP:Iteration 2F (12543.900000 sec): 3 clusters
  Score: Raw -1619234.772504 + Penalty 3107.781529 = -1616126.990975
  nChanged 875
		SP:Iteration 3F (12543.930000 sec): 3 clusters
  Score: Raw -1619818.740417 + Penalty 3107.781529 = -1616710.958889
  nChanged 865
		SP:Iteration 4F (12543.970000 sec): 3 clusters
  Score: Raw -1620426.048808 + Penalty 3107.781529 = -1617318.267280
  nChanged 847
		SP:Iteration 5F (12544.010000 sec): 3 clusters
  Score: Raw -1621001.085658 + Penalty 3107.781529 = -1617893.304129
  nChanged 847
		SP:Iteration 6F (12544.040000 sec): 3 clusters
  Score: Raw -1621539.552527 + Penalty 3107.781529 = -1618431.770999
  nChanged 755
		SP:Iteration 7F (12544.080000 sec): 3 clusters
  Score: Raw -1621959.329785 + Penalty 3107.781529 = -1618851.548256
  nChanged 649
		SP:Iteration 8Q (12544.110000 sec): 3 clusters
  Score: Raw -1622282.418444 + Penalty 3107.781529 = -1619174.636915
  nChanged 539
		SP:Iteration 9Q (12544.150000 sec): 3 clusters
  Score: Raw -1622517.390006 + Penalty 3107.781529 = -1619409.608478
  nChanged 416
		SP:Iteration 10Q (12544.180000 sec): 3 clusters
  Score: Raw -1622683.201790 + Penalty 3107.781529 = -1619575.420262
  nChanged 334
		SP:Iteration 11Q (12544.220000 sec): 3 clusters
  Score: Raw -1622817.998068 + Penalty 3107.781529 = -1619710.216540
  nChanged 294
		SP:Iteration 12Q (12544.250000 sec): 3 clusters
  Score: Raw -1622923.957833 + Penalty 3107.781529 = -1619816.176305
  nChanged 257
		SP:Iteration 13Q (12544.290000 sec): 3 clusters
  Score: Raw -1623003.832840 + Penalty 3107.781529 = -1619896.051311
  nChanged 185
		SP:Iteration 14Q (12544.320000 sec): 3 clusters
  Score: Raw -1623059.768786 + Penalty 3107.781529 = -1619951.987258
  nChanged 171
		SP:Iteration 15Q (12544.350000 sec): 3 clusters
  Score: Raw -1623113.299391 + Penalty 3107.781529 = -1620005.517863
  nChanged 134
		SP:Iteration 16Q (12544.390000 sec): 3 clusters
  Score: Raw -1623144.771371 + Penalty 3107.781529 = -1620036.989843
  nChanged 111
		SP:Iteration 17Q (12544.420000 sec): 3 clusters
  Score: Raw -1623165.872990 + Penalty 3107.781529 = -1620058.091462
  nChanged 97
		SP:Iteration 18Q (12544.460000 sec): 3 clusters
  Score: Raw -1623184.196584 + Penalty 3107.781529 = -1620076.415056
  nChanged 84
		SP:Iteration 19Q (12544.490000 sec): 3 clusters
  Score: Raw -1623195.835418 + Penalty 3107.781529 = -1620088.053890
  nChanged 67
		SP:Iteration 20F (12544.530000 sec): 3 clusters
  Score: Raw -1623204.115039 + Penalty 3107.781529 = -1620096.333510
  nChanged 45
		SP:Iteration 21Q (12544.560000 sec): 3 clusters
  Score: Raw -1623209.683800 + Penalty 3107.781529 = -1620101.902271
  nChanged 47
		SP:Iteration 22Q (12544.600000 sec): 3 clusters
  Score: Raw -1623215.160809 + Penalty 3107.781529 = -1620107.379280
  nChanged 42
		SP:Iteration 23Q (12544.630000 sec): 3 clusters
  Score: Raw -1623219.411501 + Penalty 3107.781529 = -1620111.629973
  nChanged 33
		SP:Iteration 24Q (12544.670000 sec): 3 clusters
  Score: Raw -1623222.702116 + Penalty 3107.781529 = -1620114.920588
  nChanged 35
		SP:Iteration 25Q (12544.700000 sec): 3 clusters
  Score: Raw -1623225.493198 + Penalty 3107.781529 = -1620117.711669
  nChanged 18
		SP:Iteration 26Q (12544.730000 sec): 3 clusters
  Score: Raw -1623227.195904 + Penalty 3107.781529 = -1620119.414376
  nChanged 18
		SP:Iteration 27Q (12544.770000 sec): 3 clusters
  Score: Raw -1623228.783934 + Penalty 3107.781529 = -1620121.002405
  nChanged 22
		SP:Iteration 28Q (12544.800000 sec): 3 clusters
  Score: Raw -1623230.836355 + Penalty 3107.781529 = -1620123.054826
  nChanged 28
		SP:Iteration 29Q (12544.830000 sec): 3 clusters
  Score: Raw -1623233.216836 + Penalty 3107.781529 = -1620125.435307
  nChanged 26
		SP:Iteration 30Q (12544.870000 sec): 3 clusters
  Score: Raw -1623236.833199 + Penalty 3107.781529 = -1620129.051670
  nChanged 29
		SP:Iteration 31Q (12544.900000 sec): 3 clusters
  Score: Raw -1623239.975615 + Penalty 3107.781529 = -1620132.194086
  nChanged 34
		SP:Iteration 32Q (12544.940000 sec): 3 clusters
  Score: Raw -1623243.876765 + Penalty 3107.781529 = -1620136.095237
  nChanged 32
		SP:Iteration 33Q (12544.970000 sec): 3 clusters
  Score: Raw -1623247.853636 + Penalty 3107.781529 = -1620140.072108
  nChanged 31
		SP:Iteration 34Q (12545.010000 sec): 3 clusters
  Score: Raw -1623252.816446 + Penalty 3107.781529 = -1620145.034918
  nChanged 36
		SP:Iteration 35Q (12545.040000 sec): 3 clusters
  Score: Raw -1623257.663901 + Penalty 3107.781529 = -1620149.882372
  nChanged 37
		SP:Iteration 36Q (12545.070000 sec): 3 clusters
  Score: Raw -1623261.761119 + Penalty 3107.781529 = -1620153.979590
  nChanged 33
		SP:Iteration 37Q (12545.110000 sec): 3 clusters
  Score: Raw -1623264.903990 + Penalty 3107.781529 = -1620157.122461
  nChanged 23
		SP:Iteration 38Q (12545.140000 sec): 3 clusters
  Score: Raw -1623266.730008 + Penalty 3107.781529 = -1620158.948479
  nChanged 22
		SP:Iteration 39Q (12545.170000 sec): 3 clusters
  Score: Raw -1623268.575822 + Penalty 3107.781529 = -1620160.794293
  nChanged 24
		SP:Iteration 40F (12545.210000 sec): 3 clusters
  Score: Raw -1623270.964367 + Penalty 3107.781529 = -1620163.182838
  nChanged 28
		SP:Iteration 41Q (12545.250000 sec): 3 clusters
  Score: Raw -1623273.341220 + Penalty 3107.781529 = -1620165.559691
  nChanged 21
		SP:Iteration 42Q (12545.280000 sec): 3 clusters
  Score: Raw -1623275.321810 + Penalty 3107.781529 = -1620167.540281
  nChanged 27
		SP:Iteration 43Q (12545.310000 sec): 3 clusters
  Score: Raw -1623277.719448 + Penalty 3107.781529 = -1620169.937920
  nChanged 28
		SP:Iteration 44Q (12545.350000 sec): 3 clusters
  Score: Raw -1623280.842278 + Penalty 3107.781529 = -1620173.060749
  nChanged 23
		SP:Iteration 45Q (12545.380000 sec): 3 clusters
  Score: Raw -1623282.983574 + Penalty 3107.781529 = -1620175.202045
  nChanged 22
		SP:Iteration 46Q (12545.420000 sec): 3 clusters
  Score: Raw -1623285.403266 + Penalty 3107.781529 = -1620177.621738
  nChanged 29
		SP:Iteration 47Q (12545.450000 sec): 3 clusters
  Score: Raw -1623288.517804 + Penalty 3107.781529 = -1620180.736275
  nChanged 27
		SP:Iteration 48Q (12545.490000 sec): 3 clusters
  Score: Raw -1623291.187955 + Penalty 3107.781529 = -1620183.406426
  nChanged 32
		SP:Iteration 49Q (12545.530000 sec): 3 clusters
  Score: Raw -1623293.973333 + Penalty 3107.781529 = -1620186.191804
  nChanged 31
		SP:Iteration 50Q (12545.560000 sec): 3 clusters
  Score: Raw -1623297.115184 + Penalty 3107.781529 = -1620189.333655
  nChanged 31
		SP:Iteration 51Q (12545.600000 sec): 3 clusters
  Score: Raw -1623300.699223 + Penalty 3107.781529 = -1620192.917694
  nChanged 41
		SP:Iteration 52Q (12545.630000 sec): 3 clusters
  Score: Raw -1623306.668255 + Penalty 3107.781529 = -1620198.886727
  nChanged 44
		SP:Iteration 53Q (12545.670000 sec): 3 clusters
  Score: Raw -1623312.354299 + Penalty 3107.781529 = -1620204.572770
  nChanged 40
		SP:Iteration 54Q (12545.710000 sec): 3 clusters
  Score: Raw -1623317.973058 + Penalty 3107.781529 = -1620210.191529
  nChanged 49
		SP:Iteration 55Q (12545.740000 sec): 3 clusters
  Score: Raw -1623324.253210 + Penalty 3107.781529 = -1620216.471681
  nChanged 49
		SP:Iteration 56Q (12545.770000 sec): 3 clusters
  Score: Raw -1623330.476425 + Penalty 3107.781529 = -1620222.694897
  nChanged 55
		SP:Iteration 57Q (12545.810000 sec): 3 clusters
  Score: Raw -1623337.786336 + Penalty 3107.781529 = -1620230.004807
  nChanged 51
		SP:Iteration 58Q (12545.850000 sec): 3 clusters
  Score: Raw -1623343.678219 + Penalty 3107.781529 = -1620235.896690
  nChanged 39
		SP:Iteration 59Q (12545.880000 sec): 3 clusters
  Score: Raw -1623348.204486 + Penalty 3107.781529 = -1620240.422958
  nChanged 47
		SP:Iteration 60F (12545.920000 sec): 3 clusters
  Score: Raw -1623354.005968 + Penalty 3107.781529 = -1620246.224440
  nChanged 45
		SP:Iteration 61Q (12545.950000 sec): 3 clusters
  Score: Raw -1623359.829072 + Penalty 3107.781529 = -1620252.047544
  nChanged 46
		SP:Iteration 62Q (12545.990000 sec): 3 clusters
  Score: Raw -1623364.864237 + Penalty 3107.781529 = -1620257.082708
  nChanged 37
		SP:Iteration 63Q (12546.030000 sec): 3 clusters
  Score: Raw -1623368.386826 + Penalty 3107.781529 = -1620260.605297
  nChanged 28
		SP:Iteration 64Q (12546.060000 sec): 3 clusters
  Score: Raw -1623371.247308 + Penalty 3107.781529 = -1620263.465779
  nChanged 28
		SP:Iteration 65Q (12546.090000 sec): 3 clusters
  Score: Raw -1623374.104715 + Penalty 3107.781529 = -1620266.323187
  nChanged 24
		SP:Iteration 66Q (12546.130000 sec): 3 clusters
  Score: Raw -1623376.430852 + Penalty 3107.781529 = -1620268.649323
  nChanged 24
		SP:Iteration 67Q (12546.170000 sec): 3 clusters
  Score: Raw -1623378.220681 + Penalty 3107.781529 = -1620270.439153
  nChanged 21
		SP:Iteration 68Q (12546.200000 sec): 3 clusters
  Score: Raw -1623379.787651 + Penalty 3107.781529 = -1620272.006122
  nChanged 19
		SP:Iteration 69Q (12546.240000 sec): 3 clusters
  Score: Raw -1623381.236959 + Penalty 3107.781529 = -1620273.455431
  nChanged 22
		SP:Iteration 70Q (12546.270000 sec): 3 clusters
  Score: Raw -1623382.804685 + Penalty 3107.781529 = -1620275.023156
  nChanged 18
		SP:Iteration 71Q (12546.310000 sec): 3 clusters
  Score: Raw -1623384.421382 + Penalty 3107.781529 = -1620276.639853
  nChanged 25
		SP:Iteration 72Q (12546.340000 sec): 3 clusters
  Score: Raw -1623386.273292 + Penalty 3107.781529 = -1620278.491763
  nChanged 23
		SP:Iteration 73Q (12546.380000 sec): 3 clusters
  Score: Raw -1623388.533662 + Penalty 3107.781529 = -1620280.752133
  nChanged 30
		SP:Iteration 74Q (12546.410000 sec): 3 clusters
  Score: Raw -1623391.370126 + Penalty 3107.781529 = -1620283.588597
  nChanged 26
		SP:Iteration 75Q (12546.450000 sec): 3 clusters
  Score: Raw -1623394.023395 + Penalty 3107.781529 = -1620286.241866
  nChanged 39
		SP:Iteration 76Q (12546.480000 sec): 3 clusters
  Score: Raw -1623398.670774 + Penalty 3107.781529 = -1620290.889245
  nChanged 38
		SP:Iteration 77Q (12546.520000 sec): 3 clusters
  Score: Raw -1623403.200690 + Penalty 3107.781529 = -1620295.419162
  nChanged 41
		SP:Iteration 78Q (12546.550000 sec): 3 clusters
  Score: Raw -1623407.567664 + Penalty 3107.781529 = -1620299.786136
  nChanged 37
		SP:Iteration 79Q (12546.590000 sec): 3 clusters
  Score: Raw -1623412.302504 + Penalty 3107.781529 = -1620304.520975
  nChanged 47
		SP:Iteration 80F (12546.630000 sec): 3 clusters
  Score: Raw -1623419.235977 + Penalty 3107.781529 = -1620311.454448
  nChanged 50
		SP:Iteration 81Q (12546.660000 sec): 3 clusters
  Score: Raw -1623426.133197 + Penalty 3107.781529 = -1620318.351669
  nChanged 41
		SP:Iteration 82Q (12546.690000 sec): 3 clusters
  Score: Raw -1623430.423096 + Penalty 3107.781529 = -1620322.641567
  nChanged 30
		SP:Iteration 83Q (12546.730000 sec): 3 clusters
  Score: Raw -1623433.553263 + Penalty 3107.781529 = -1620325.771734
  nChanged 34
		SP:Iteration 84Q (12546.770000 sec): 3 clusters
  Score: Raw -1623437.651036 + Penalty 3107.781529 = -1620329.869508
  nChanged 45
		SP:Iteration 85Q (12546.800000 sec): 3 clusters
  Score: Raw -1623443.354063 + Penalty 3107.781529 = -1620335.572534
  nChanged 50
		SP:Iteration 86Q (12546.840000 sec): 3 clusters
  Score: Raw -1623448.608995 + Penalty 3107.781529 = -1620340.827466
  nChanged 37
		SP:Iteration 87Q (12546.870000 sec): 3 clusters
  Score: Raw -1623452.310026 + Penalty 3107.781529 = -1620344.528497
  nChanged 26
		SP:Iteration 88Q (12546.910000 sec): 3 clusters
  Score: Raw -1623455.789929 + Penalty 3107.781529 = -1620348.008400
  nChanged 39
		SP:Iteration 89Q (12546.940000 sec): 3 clusters
  Score: Raw -1623461.255165 + Penalty 3107.781529 = -1620353.473636
  nChanged 49
		SP:Iteration 90Q (12546.980000 sec): 3 clusters
  Score: Raw -1623467.943997 + Penalty 3107.781529 = -1620360.162469
  nChanged 56
		SP:Iteration 91Q (12547.010000 sec): 3 clusters
  Score: Raw -1623476.111286 + Penalty 3107.781529 = -1620368.329757
  nChanged 64
		SP:Iteration 92Q (12547.050000 sec): 3 clusters
  Score: Raw -1623485.078523 + Penalty 3107.781529 = -1620377.296994
  nChanged 65
		SP:Iteration 93Q (12547.090000 sec): 3 clusters
  Score: Raw -1623494.518469 + Penalty 3107.781529 = -1620386.736940
  nChanged 70
		SP:Iteration 94Q (12547.120000 sec): 3 clusters
  Score: Raw -1623505.169533 + Penalty 3107.781529 = -1620397.388005
  nChanged 64
		SP:Iteration 95Q (12547.150000 sec): 3 clusters
  Score: Raw -1623515.073068 + Penalty 3107.781529 = -1620407.291539
  nChanged 66
		SP:Iteration 96Q (12547.190000 sec): 3 clusters
  Score: Raw -1623527.035421 + Penalty 3107.781529 = -1620419.253893
  nChanged 82
		SP:Iteration 97Q (12547.230000 sec): 3 clusters
  Score: Raw -1623542.457103 + Penalty 3107.781529 = -1620434.675574
  nChanged 92
		SP:Iteration 98Q (12547.260000 sec): 3 clusters
  Score: Raw -1623559.712317 + Penalty 3107.781529 = -1620451.930788
  nChanged 98
		SP:Iteration 99Q (12547.290000 sec): 3 clusters
  Score: Raw -1623579.678014 + Penalty 3107.781529 = -1620471.896486
  nChanged 111
		SP:Iteration 100F (12547.330000 sec): 3 clusters
  Score: Raw -1623604.774070 + Penalty 3107.781529 = -1620496.992542
  nChanged 125
		SP:Iteration 101Q (12547.370000 sec): 3 clusters
  Score: Raw -1623632.880515 + Penalty 3107.781529 = -1620525.098986
  nChanged 111
		SP:Iteration 102Q (12547.410000 sec): 3 clusters
  Score: Raw -1623659.521693 + Penalty 3107.781529 = -1620551.740165
  nChanged 130
		SP:Iteration 103Q (12547.440000 sec): 3 clusters
  Score: Raw -1623690.876795 + Penalty 3107.781529 = -1620583.095267
  nChanged 148
		SP:Iteration 104Q (12547.480000 sec): 3 clusters
  Score: Raw -1623730.207403 + Penalty 3107.781529 = -1620622.425874
  nChanged 144
		SP:Iteration 105Q (12547.510000 sec): 3 clusters
  Score: Raw -1623773.275979 + Penalty 3107.781529 = -1620665.494450
  nChanged 143
		SP:Iteration 106Q (12547.550000 sec): 3 clusters
  Score: Raw -1623813.701492 + Penalty 3107.781529 = -1620705.919964
  nChanged 128
		SP:Iteration 107Q (12547.580000 sec): 3 clusters
  Score: Raw -1623855.432374 + Penalty 3107.781529 = -1620747.650845
  nChanged 139
		SP:Iteration 108Q (12547.610000 sec): 3 clusters
  Score: Raw -1623900.983534 + Penalty 3107.781529 = -1620793.202005
  nChanged 144
		SP:Iteration 109Q (12547.650000 sec): 3 clusters
  Score: Raw -1623949.349422 + Penalty 3107.781529 = -1620841.567894
  nChanged 140
		SP:Iteration 110Q (12547.680000 sec): 3 clusters
  Score: Raw -1623996.755193 + Penalty 3107.781529 = -1620888.973664
  nChanged 129
		SP:Iteration 111Q (12547.710000 sec): 3 clusters
  Score: Raw -1624036.695285 + Penalty 3107.781529 = -1620928.913757
  nChanged 128
		SP:Iteration 112Q (12547.750000 sec): 3 clusters
  Score: Raw -1624078.615442 + Penalty 3107.781529 = -1620970.833914
  nChanged 132
		SP:Iteration 113Q (12547.770000 sec): 3 clusters
  Score: Raw -1624124.129181 + Penalty 3107.781529 = -1621016.347652
  nChanged 117
		SP:Iteration 114Q (12547.810000 sec): 3 clusters
  Score: Raw -1624161.098346 + Penalty 3107.781529 = -1621053.316817
  nChanged 119
		SP:Iteration 115Q (12547.840000 sec): 3 clusters
  Score: Raw -1624211.092507 + Penalty 3107.781529 = -1621103.310979
  nChanged 106
		SP:Iteration 116Q (12547.870000 sec): 3 clusters
  Score: Raw -1624252.114296 + Penalty 3107.781529 = -1621144.332767
  nChanged 97
		SP:Iteration 117Q (12547.900000 sec): 3 clusters
  Score: Raw -1624286.454673 + Penalty 3107.781529 = -1621178.673144
  nChanged 76
		SP:Iteration 118Q (12547.930000 sec): 3 clusters
  Score: Raw -1624315.762494 + Penalty 3107.781529 = -1621207.980965
  nChanged 82
		SP:Iteration 119Q (12547.960000 sec): 3 clusters
  Score: Raw -1624340.837539 + Penalty 3107.781529 = -1621233.056010
  nChanged 65
		SP:Iteration 120F (12547.990000 sec): 3 clusters
  Score: Raw -1624360.746937 + Penalty 3107.781529 = -1621252.965409
  nChanged 63
		SP:Iteration 121Q (12548.030000 sec): 3 clusters
  Score: Raw -1624380.079380 + Penalty 3107.781529 = -1621272.297851
  nChanged 39
		SP:Iteration 122Q (12548.050000 sec): 3 clusters
  Score: Raw -1624391.127417 + Penalty 3107.781529 = -1621283.345889
  nChanged 41
		SP:Iteration 123Q (12548.090000 sec): 3 clusters
  Score: Raw -1624400.721926 + Penalty 3107.781529 = -1621292.940398
  nChanged 41
		SP:Iteration 124Q (12548.110000 sec): 3 clusters
  Score: Raw -1624408.664097 + Penalty 3107.781529 = -1621300.882569
  nChanged 38
		SP:Iteration 125Q (12548.150000 sec): 3 clusters
  Score: Raw -1624417.691033 + Penalty 3107.781529 = -1621309.909505
  nChanged 32
		SP:Iteration 126Q (12548.170000 sec): 3 clusters
  Score: Raw -1624424.181864 + Penalty 3107.781529 = -1621316.400335
  nChanged 26
		SP:Iteration 127Q (12548.210000 sec): 3 clusters
  Score: Raw -1624427.771824 + Penalty 3107.781529 = -1621319.990295
  nChanged 16
		SP:Iteration 128Q (12548.230000 sec): 3 clusters
  Score: Raw -1624430.657299 + Penalty 3107.781529 = -1621322.875770
  nChanged 22
		SP:Iteration 129Q (12548.270000 sec): 3 clusters
  Score: Raw -1624434.705461 + Penalty 3107.781529 = -1621326.923932
  nChanged 25
		SP:Iteration 130Q (12548.290000 sec): 3 clusters
  Score: Raw -1624439.497939 + Penalty 3107.781529 = -1621331.716411
  nChanged 18
		SP:Iteration 131Q (12548.320000 sec): 3 clusters
  Score: Raw -1624442.854224 + Penalty 3107.781529 = -1621335.072696
  nChanged 17
		SP:Iteration 132Q (12548.350000 sec): 3 clusters
  Score: Raw -1624446.576095 + Penalty 3107.781529 = -1621338.794567
  nChanged 17
		SP:Iteration 133Q (12548.380000 sec): 3 clusters
  Score: Raw -1624449.761160 + Penalty 3107.781529 = -1621341.979631
  nChanged 21
		SP:Iteration 134Q (12548.410000 sec): 3 clusters
  Score: Raw -1624456.018235 + Penalty 3107.781529 = -1621348.236706
  nChanged 33
		SP:Iteration 135Q (12548.440000 sec): 3 clusters
  Score: Raw -1624464.131149 + Penalty 3107.781529 = -1621356.349620
  nChanged 22
		SP:Iteration 136Q (12548.470000 sec): 3 clusters
  Score: Raw -1624468.089218 + Penalty 3107.781529 = -1621360.307689
  nChanged 15
		SP:Iteration 137Q (12548.500000 sec): 3 clusters
  Score: Raw -1624470.408221 + Penalty 3107.781529 = -1621362.626692
  nChanged 15
		SP:Iteration 138Q (12548.530000 sec): 3 clusters
  Score: Raw -1624473.060675 + Penalty 3107.781529 = -1621365.279147
  nChanged 11
		SP:Iteration 139Q (12548.550000 sec): 3 clusters
  Score: Raw -1624474.963548 + Penalty 3107.781529 = -1621367.182019
  nChanged 15
		SP:Iteration 140F (12548.590000 sec): 3 clusters
  Score: Raw -1624478.367291 + Penalty 3107.781529 = -1621370.585762
  nChanged 19
		SP:Iteration 141Q (12548.620000 sec): 3 clusters
  Score: Raw -1624481.869016 + Penalty 3107.781529 = -1621374.087488
  nChanged 19
		SP:Iteration 142Q (12548.650000 sec): 3 clusters
  Score: Raw -1624485.565203 + Penalty 3107.781529 = -1621377.783674
  nChanged 15
		SP:Iteration 143Q (12548.680000 sec): 3 clusters
  Score: Raw -1624488.740468 + Penalty 3107.781529 = -1621380.958940
  nChanged 10
		SP:Iteration 144Q (12548.710000 sec): 3 clusters
  Score: Raw -1624490.499244 + Penalty 3107.781529 = -1621382.717716
  nChanged 8
		SP:Iteration 145Q (12548.740000 sec): 3 clusters
  Score: Raw -1624491.440777 + Penalty 3107.781529 = -1621383.659248
  nChanged 6
		SP:Iteration 146Q (12548.770000 sec): 3 clusters
  Score: Raw -1624492.310116 + Penalty 3107.781529 = -1621384.528587
  nChanged 5
		SP:Iteration 147Q (12548.790000 sec): 3 clusters
  Score: Raw -1624492.988915 + Penalty 3107.781529 = -1621385.207386
  nChanged 5
		SP:Iteration 148Q (12548.830000 sec): 3 clusters
  Score: Raw -1624493.654628 + Penalty 3107.781529 = -1621385.873100
  nChanged 4
		SP:Iteration 149Q (12548.850000 sec): 3 clusters
  Score: Raw -1624494.128882 + Penalty 3107.781529 = -1621386.347354
  nChanged 2
		SP:Iteration 150Q (12548.880000 sec): 3 clusters
  Score: Raw -1624494.244044 + Penalty 3107.781529 = -1621386.462516
  nChanged 2
		SP:Iteration 151Q (12548.910000 sec): 3 clusters
  Score: Raw -1624494.449198 + Penalty 3107.781529 = -1621386.667670
  nChanged 0
		SP:Iteration 152F (12548.950000 sec): 3 clusters
  Score: Raw -1624494.449198 + Penalty 3107.781529 = -1621386.667670
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12548.960000 sec): 2 clusters
  Score: Raw -132936.533843 + Penalty 1177.997447 = -131758.536396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12548.970000 sec): 3 clusters
  Score: Raw -132418.903556 + Penalty 2355.994894 = -130062.908663
  nChanged 450
		SP:Iteration 1F (12548.970000 sec): 3 clusters
  Score: Raw -132798.312054 + Penalty 2355.994894 = -130442.317161
  nChanged 116
		SP:Iteration 2F (12548.970000 sec): 3 clusters
  Score: Raw -132936.750332 + Penalty 2355.994894 = -130580.755438
  nChanged 72
		SP:Iteration 3F (12548.970000 sec): 3 clusters
  Score: Raw -133011.956582 + Penalty 2355.994894 = -130655.961688
  nChanged 64
		SP:Iteration 4Q (12548.980000 sec): 3 clusters
  Score: Raw -133118.557044 + Penalty 2355.994894 = -130762.562151
  nChanged 71
		SP:Iteration 5F (12548.980000 sec): 3 clusters
  Score: Raw -133255.430939 + Penalty 2355.994894 = -130899.436046
  nChanged 82
		SP:Iteration 6F (12548.990000 sec): 3 clusters
  Score: Raw -133389.519040 + Penalty 2355.994894 = -131033.524146
  nChanged 62
		SP:Iteration 7Q (12548.990000 sec): 3 clusters
  Score: Raw -133490.223213 + Penalty 2355.994894 = -131134.228320
  nChanged 52
		SP:Iteration 8Q (12548.990000 sec): 3 clusters
  Score: Raw -133590.656992 + Penalty 2355.994894 = -131234.662098
  nChanged 53
		SP:Iteration 9Q (12548.990000 sec): 3 clusters
  Score: Raw -133698.941708 + Penalty 2355.994894 = -131342.946815
  nChanged 43
		SP:Iteration 10Q (12549.000000 sec): 3 clusters
  Score: Raw -133766.768954 + Penalty 2355.994894 = -131410.774060
  nChanged 35
		SP:Iteration 11Q (12549.000000 sec): 3 clusters
  Score: Raw -133815.177911 + Penalty 2355.994894 = -131459.183018
  nChanged 26
		SP:Iteration 12Q (12549.010000 sec): 3 clusters
  Score: Raw -133859.281389 + Penalty 2355.994894 = -131503.286496
  nChanged 31
		SP:Iteration 13Q (12549.010000 sec): 3 clusters
  Score: Raw -133902.797174 + Penalty 2355.994894 = -131546.802280
  nChanged 25
		SP:Iteration 14Q (12549.010000 sec): 3 clusters
  Score: Raw -133938.660154 + Penalty 2355.994894 = -131582.665261
  nChanged 25
		SP:Iteration 15Q (12549.010000 sec): 3 clusters
  Score: Raw -133958.007946 + Penalty 2355.994894 = -131602.013052
  nChanged 16
		SP:Iteration 16Q (12549.020000 sec): 3 clusters
  Score: Raw -133969.696477 + Penalty 2355.994894 = -131613.701583
  nChanged 13
		SP:Iteration 17Q (12549.020000 sec): 3 clusters
  Score: Raw -133978.060243 + Penalty 2355.994894 = -131622.065349
  nChanged 7
		SP:Iteration 18Q (12549.020000 sec): 3 clusters
  Score: Raw -133985.664749 + Penalty 2355.994894 = -131629.669856
  nChanged 4
		SP:Iteration 19Q (12549.030000 sec): 3 clusters
  Score: Raw -133987.569054 + Penalty 2355.994894 = -131631.574160
  nChanged 4
		SP:Iteration 20F (12549.030000 sec): 3 clusters
  Score: Raw -133992.510610 + Penalty 2355.994894 = -131636.515717
  nChanged 4
		SP:Iteration 21Q (12549.030000 sec): 3 clusters
  Score: Raw -133995.792227 + Penalty 2355.994894 = -131639.797333
  nChanged 3
		SP:Iteration 22Q (12549.030000 sec): 3 clusters
  Score: Raw -133997.083927 + Penalty 2355.994894 = -131641.089034
  nChanged 1
		SP:Iteration 23Q (12549.040000 sec): 3 clusters
  Score: Raw -133997.555070 + Penalty 2355.994894 = -131641.560177
  nChanged 0
		SP:Iteration 24F (12549.040000 sec): 3 clusters
  Score: Raw -133997.555070 + Penalty 2355.994894 = -131641.560177
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12549.080000 sec): 2 clusters
  Score: Raw -1174837.509334 + Penalty 1501.262592 = -1173336.246742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12549.100000 sec): 3 clusters
  Score: Raw -1169003.138282 + Penalty 3002.525184 = -1166000.613098
  nChanged 4410
		SP:Iteration 1F (12549.130000 sec): 3 clusters
  Score: Raw -1171362.323773 + Penalty 3002.525184 = -1168359.798589
  nChanged 653
		SP:Iteration 2F (12549.150000 sec): 3 clusters
  Score: Raw -1171682.104240 + Penalty 3002.525184 = -1168679.579057
  nChanged 610
		SP:Iteration 3F (12549.180000 sec): 3 clusters
  Score: Raw -1172004.155532 + Penalty 3002.525184 = -1169001.630349
  nChanged 599
		SP:Iteration 4F (12549.210000 sec): 3 clusters
  Score: Raw -1172309.737937 + Penalty 3002.525184 = -1169307.212754
  nChanged 536
		SP:Iteration 5F (12549.230000 sec): 3 clusters
  Score: Raw -1172581.788733 + Penalty 3002.525184 = -1169579.263549
  nChanged 535
		SP:Iteration 6F (12549.260000 sec): 3 clusters
  Score: Raw -1172882.476557 + Penalty 3002.525184 = -1169879.951374
  nChanged 493
		SP:Iteration 7Q (12549.290000 sec): 3 clusters
  Score: Raw -1173164.589351 + Penalty 3002.525184 = -1170162.064168
  nChanged 445
		SP:Iteration 8Q (12549.310000 sec): 3 clusters
  Score: Raw -1173442.054881 + Penalty 3002.525184 = -1170439.529698
  nChanged 432
		SP:Iteration 9Q (12549.340000 sec): 3 clusters
  Score: Raw -1173720.733378 + Penalty 3002.525184 = -1170718.208195
  nChanged 375
		SP:Iteration 10Q (12549.360000 sec): 3 clusters
  Score: Raw -1173952.274027 + Penalty 3002.525184 = -1170949.748844
  nChanged 280
		SP:Iteration 11Q (12549.390000 sec): 3 clusters
  Score: Raw -1174115.805505 + Penalty 3002.525184 = -1171113.280322
  nChanged 237
		SP:Iteration 12Q (12549.410000 sec): 3 clusters
  Score: Raw -1174252.183684 + Penalty 3002.525184 = -1171249.658500
  nChanged 204
		SP:Iteration 13Q (12549.440000 sec): 3 clusters
  Score: Raw -1174386.645753 + Penalty 3002.525184 = -1171384.120569
  nChanged 179
		SP:Iteration 14Q (12549.470000 sec): 3 clusters
  Score: Raw -1174495.368190 + Penalty 3002.525184 = -1171492.843006
  nChanged 164
		SP:Iteration 15Q (12549.490000 sec): 3 clusters
  Score: Raw -1174585.900300 + Penalty 3002.525184 = -1171583.375117
  nChanged 148
		SP:Iteration 16Q (12549.510000 sec): 3 clusters
  Score: Raw -1174653.349903 + Penalty 3002.525184 = -1171650.824719
  nChanged 127
		SP:Iteration 17Q (12549.540000 sec): 3 clusters
  Score: Raw -1174727.663331 + Penalty 3002.525184 = -1171725.138148
  nChanged 120
		SP:Iteration 18Q (12549.560000 sec): 3 clusters
  Score: Raw -1174800.563658 + Penalty 3002.525184 = -1171798.038475
  nChanged 129
		SP:Iteration 19Q (12549.590000 sec): 3 clusters
  Score: Raw -1174889.924859 + Penalty 3002.525184 = -1171887.399675
  nChanged 109
		SP:Iteration 20F (12549.610000 sec): 3 clusters
  Score: Raw -1174966.464219 + Penalty 3002.525184 = -1171963.939035
  nChanged 111
		SP:Iteration 21Q (12549.630000 sec): 3 clusters
  Score: Raw -1175046.938177 + Penalty 3002.525184 = -1172044.412994
  nChanged 112
		SP:Iteration 22Q (12549.650000 sec): 3 clusters
  Score: Raw -1175144.320033 + Penalty 3002.525184 = -1172141.794849
  nChanged 115
		SP:Iteration 23Q (12549.680000 sec): 3 clusters
  Score: Raw -1175256.563353 + Penalty 3002.525184 = -1172254.038170
  nChanged 98
		SP:Iteration 24Q (12549.700000 sec): 3 clusters
  Score: Raw -1175368.749775 + Penalty 3002.525184 = -1172366.224592
  nChanged 100
		SP:Iteration 25Q (12549.720000 sec): 3 clusters
  Score: Raw -1175496.763149 + Penalty 3002.525184 = -1172494.237965
  nChanged 102
		SP:Iteration 26Q (12549.740000 sec): 3 clusters
  Score: Raw -1175604.932841 + Penalty 3002.525184 = -1172602.407657
  nChanged 76
		SP:Iteration 27Q (12549.760000 sec): 3 clusters
  Score: Raw -1175676.785448 + Penalty 3002.525184 = -1172674.260265
  nChanged 53
		SP:Iteration 28Q (12549.780000 sec): 3 clusters
  Score: Raw -1175706.677295 + Penalty 3002.525184 = -1172704.152112
  nChanged 42
		SP:Iteration 29Q (12549.800000 sec): 3 clusters
  Score: Raw -1175730.165498 + Penalty 3002.525184 = -1172727.640314
  nChanged 33
		SP:Iteration 30Q (12549.820000 sec): 3 clusters
  Score: Raw -1175747.403316 + Penalty 3002.525184 = -1172744.878132
  nChanged 26
		SP:Iteration 31Q (12549.840000 sec): 3 clusters
  Score: Raw -1175759.657775 + Penalty 3002.525184 = -1172757.132592
  nChanged 16
		SP:Iteration 32Q (12549.860000 sec): 3 clusters
  Score: Raw -1175766.947612 + Penalty 3002.525184 = -1172764.422428
  nChanged 14
		SP:Iteration 33Q (12549.880000 sec): 3 clusters
  Score: Raw -1175771.926293 + Penalty 3002.525184 = -1172769.401110
  nChanged 11
		SP:Iteration 34Q (12549.900000 sec): 3 clusters
  Score: Raw -1175776.050922 + Penalty 3002.525184 = -1172773.525739
  nChanged 11
		SP:Iteration 35Q (12549.920000 sec): 3 clusters
  Score: Raw -1175779.549318 + Penalty 3002.525184 = -1172777.024134
  nChanged 7
		SP:Iteration 36Q (12549.940000 sec): 3 clusters
  Score: Raw -1175781.383485 + Penalty 3002.525184 = -1172778.858302
  nChanged 5
		SP:Iteration 37Q (12549.960000 sec): 3 clusters
  Score: Raw -1175782.595196 + Penalty 3002.525184 = -1172780.070012
  nChanged 3
		SP:Iteration 38Q (12549.980000 sec): 3 clusters
  Score: Raw -1175783.345553 + Penalty 3002.525184 = -1172780.820369
  nChanged 3
		SP:Iteration 39Q (12550.000000 sec): 3 clusters
  Score: Raw -1175784.212266 + Penalty 3002.525184 = -1172781.687082
  nChanged 6
		SP:Iteration 40F (12550.030000 sec): 3 clusters
  Score: Raw -1175786.128055 + Penalty 3002.525184 = -1172783.602872
  nChanged 3
		SP:Iteration 41Q (12550.050000 sec): 3 clusters
  Score: Raw -1175786.881084 + Penalty 3002.525184 = -1172784.355900
  nChanged 3
		SP:Iteration 42Q (12550.060000 sec): 3 clusters
  Score: Raw -1175787.427796 + Penalty 3002.525184 = -1172784.902613
  nChanged 1
		SP:Iteration 43Q (12550.080000 sec): 3 clusters
  Score: Raw -1175787.550739 + Penalty 3002.525184 = -1172785.025555
  nChanged 0
		SP:Iteration 44F (12550.110000 sec): 3 clusters
  Score: Raw -1175787.550739 + Penalty 3002.525184 = -1172785.025555
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.130000 sec): 2 clusters
  Score: Raw -572574.992377 + Penalty 1385.370960 = -571189.621417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.140000 sec): 3 clusters
  Score: Raw -569963.028454 + Penalty 2770.741920 = -567192.286534
  nChanged 2082
		SP:Iteration 1F (12550.150000 sec): 3 clusters
  Score: Raw -571103.405950 + Penalty 2770.741920 = -568332.664030
  nChanged 351
		SP:Iteration 2F (12550.170000 sec): 3 clusters
  Score: Raw -571288.394928 + Penalty 2770.741920 = -568517.653008
  nChanged 270
		SP:Iteration 3F (12550.180000 sec): 3 clusters
  Score: Raw -571418.082477 + Penalty 2770.741920 = -568647.340557
  nChanged 214
		SP:Iteration 4Q (12550.190000 sec): 3 clusters
  Score: Raw -571504.217136 + Penalty 2770.741920 = -568733.475216
  nChanged 166
		SP:Iteration 5Q (12550.210000 sec): 3 clusters
  Score: Raw -571568.401309 + Penalty 2770.741920 = -568797.659389
  nChanged 141
		SP:Iteration 6Q (12550.220000 sec): 3 clusters
  Score: Raw -571630.188049 + Penalty 2770.741920 = -568859.446129
  nChanged 114
		SP:Iteration 7Q (12550.230000 sec): 3 clusters
  Score: Raw -571670.860429 + Penalty 2770.741920 = -568900.118509
  nChanged 103
		SP:Iteration 8Q (12550.250000 sec): 3 clusters
  Score: Raw -571710.296965 + Penalty 2770.741920 = -568939.555045
  nChanged 121
		SP:Iteration 9Q (12550.260000 sec): 3 clusters
  Score: Raw -571760.046763 + Penalty 2770.741920 = -568989.304843
  nChanged 129
		SP:Iteration 10Q (12550.270000 sec): 3 clusters
  Score: Raw -571822.145869 + Penalty 2770.741920 = -569051.403949
  nChanged 156
		SP:Iteration 11Q (12550.280000 sec): 3 clusters
  Score: Raw -571903.427239 + Penalty 2770.741920 = -569132.685319
  nChanged 148
		SP:Iteration 12Q (12550.290000 sec): 3 clusters
  Score: Raw -571977.513175 + Penalty 2770.741920 = -569206.771254
  nChanged 153
		SP:Iteration 13Q (12550.310000 sec): 3 clusters
  Score: Raw -572061.787323 + Penalty 2770.741920 = -569291.045403
  nChanged 159
		SP:Iteration 14Q (12550.320000 sec): 3 clusters
  Score: Raw -572149.027496 + Penalty 2770.741920 = -569378.285576
  nChanged 153
		SP:Iteration 15Q (12550.330000 sec): 3 clusters
  Score: Raw -572228.341088 + Penalty 2770.741920 = -569457.599168
  nChanged 129
		SP:Iteration 16Q (12550.350000 sec): 3 clusters
  Score: Raw -572302.205593 + Penalty 2770.741920 = -569531.463673
  nChanged 128
		SP:Iteration 17Q (12550.360000 sec): 3 clusters
  Score: Raw -572381.298197 + Penalty 2770.741920 = -569610.556277
  nChanged 142
		SP:Iteration 18Q (12550.370000 sec): 3 clusters
  Score: Raw -572473.055459 + Penalty 2770.741920 = -569702.313539
  nChanged 108
		SP:Iteration 19Q (12550.380000 sec): 3 clusters
  Score: Raw -572534.660790 + Penalty 2770.741920 = -569763.918870
  nChanged 87
		SP:Iteration 20F (12550.400000 sec): 3 clusters
  Score: Raw -572581.573801 + Penalty 2770.741920 = -569810.831881
  nChanged 72
		SP:Iteration 21Q (12550.410000 sec): 3 clusters
  Score: Raw -572619.457475 + Penalty 2770.741920 = -569848.715555
  nChanged 55
		SP:Iteration 22Q (12550.420000 sec): 3 clusters
  Score: Raw -572647.905702 + Penalty 2770.741920 = -569877.163782
  nChanged 36
		SP:Iteration 23Q (12550.430000 sec): 3 clusters
  Score: Raw -572666.998284 + Penalty 2770.741920 = -569896.256364
  nChanged 30
		SP:Iteration 24Q (12550.450000 sec): 3 clusters
  Score: Raw -572683.506116 + Penalty 2770.741920 = -569912.764196
  nChanged 27
		SP:Iteration 25Q (12550.460000 sec): 3 clusters
  Score: Raw -572700.438180 + Penalty 2770.741920 = -569929.696260
  nChanged 26
		SP:Iteration 26Q (12550.470000 sec): 3 clusters
  Score: Raw -572714.571560 + Penalty 2770.741920 = -569943.829640
  nChanged 20
		SP:Iteration 27Q (12550.490000 sec): 3 clusters
  Score: Raw -572724.888041 + Penalty 2770.741920 = -569954.146121
  nChanged 19
		SP:Iteration 28Q (12550.500000 sec): 3 clusters
  Score: Raw -572732.444592 + Penalty 2770.741920 = -569961.702672
  nChanged 14
		SP:Iteration 29Q (12550.510000 sec): 3 clusters
  Score: Raw -572738.637213 + Penalty 2770.741920 = -569967.895293
  nChanged 11
		SP:Iteration 30Q (12550.520000 sec): 3 clusters
  Score: Raw -572745.551928 + Penalty 2770.741920 = -569974.810008
  nChanged 13
		SP:Iteration 31Q (12550.530000 sec): 3 clusters
  Score: Raw -572754.275923 + Penalty 2770.741920 = -569983.534003
  nChanged 14
		SP:Iteration 32Q (12550.550000 sec): 3 clusters
  Score: Raw -572760.341742 + Penalty 2770.741920 = -569989.599822
  nChanged 7
		SP:Iteration 33Q (12550.560000 sec): 3 clusters
  Score: Raw -572762.759140 + Penalty 2770.741920 = -569992.017220
  nChanged 5
		SP:Iteration 34Q (12550.570000 sec): 3 clusters
  Score: Raw -572764.495415 + Penalty 2770.741920 = -569993.753495
  nChanged 5
		SP:Iteration 35Q (12550.580000 sec): 3 clusters
  Score: Raw -572766.601028 + Penalty 2770.741920 = -569995.859108
  nChanged 4
		SP:Iteration 36Q (12550.590000 sec): 3 clusters
  Score: Raw -572769.346651 + Penalty 2770.741920 = -569998.604731
  nChanged 6
		SP:Iteration 37Q (12550.610000 sec): 3 clusters
  Score: Raw -572773.078396 + Penalty 2770.741920 = -570002.336476
  nChanged 6
		SP:Iteration 38Q (12550.620000 sec): 3 clusters
  Score: Raw -572776.170445 + Penalty 2770.741920 = -570005.428525
  nChanged 8
		SP:Iteration 39Q (12550.630000 sec): 3 clusters
  Score: Raw -572779.477189 + Penalty 2770.741920 = -570008.735269
  nChanged 1
		SP:Iteration 40F (12550.650000 sec): 3 clusters
  Score: Raw -572779.771767 + Penalty 2770.741920 = -570009.029847
  nChanged 3
		SP:Iteration 41Q (12550.660000 sec): 3 clusters
  Score: Raw -572780.719246 + Penalty 2770.741920 = -570009.977326
  nChanged 1
		SP:Iteration 42Q (12550.670000 sec): 3 clusters
  Score: Raw -572781.165618 + Penalty 2770.741920 = -570010.423698
  nChanged 1
		SP:Iteration 43Q (12550.680000 sec): 3 clusters
  Score: Raw -572781.476597 + Penalty 2770.741920 = -570010.734677
  nChanged 0
		SP:Iteration 44F (12550.690000 sec): 3 clusters
  Score: Raw -572781.476597 + Penalty 2770.741920 = -570010.734677
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12550.720000 sec): 2 clusters
  Score: Raw -768724.762586 + Penalty 1434.415900 = -767290.346685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12550.730000 sec): 3 clusters
  Score: Raw -764987.040801 + Penalty 2868.831801 = -762118.209000
  nChanged 2858
		SP:Iteration 1F (12550.750000 sec): 3 clusters
  Score: Raw -766517.186995 + Penalty 2868.831801 = -763648.355194
  nChanged 479
		SP:Iteration 2F (12550.770000 sec): 3 clusters
  Score: Raw -766757.031461 + Penalty 2868.831801 = -763888.199661
  nChanged 378
		SP:Iteration 3F (12550.790000 sec): 3 clusters
  Score: Raw -766943.287818 + Penalty 2868.831801 = -764074.456018
  nChanged 321
		SP:Iteration 4Q (12550.800000 sec): 3 clusters
  Score: Raw -767081.301754 + Penalty 2868.831801 = -764212.469954
  nChanged 279
		SP:Iteration 5Q (12550.820000 sec): 3 clusters
  Score: Raw -767231.686888 + Penalty 2868.831801 = -764362.855087
  nChanged 278
		SP:Iteration 6Q (12550.840000 sec): 3 clusters
  Score: Raw -767398.705460 + Penalty 2868.831801 = -764529.873659
  nChanged 292
		SP:Iteration 7Q (12550.850000 sec): 3 clusters
  Score: Raw -767609.924340 + Penalty 2868.831801 = -764741.092539
  nChanged 318
		SP:Iteration 8Q (12550.870000 sec): 3 clusters
  Score: Raw -767830.004629 + Penalty 2868.831801 = -764961.172828
  nChanged 300
		SP:Iteration 9Q (12550.890000 sec): 3 clusters
  Score: Raw -768074.333043 + Penalty 2868.831801 = -765205.501242
  nChanged 349
		SP:Iteration 10F (12550.910000 sec): 3 clusters
  Score: Raw -768411.672357 + Penalty 2868.831801 = -765542.840556
  nChanged 353
		SP:Iteration 11F (12550.920000 sec): 3 clusters
  Score: Raw -768769.637779 + Penalty 2868.831801 = -765900.805979
  nChanged 332
		SP:Iteration 12Q (12550.940000 sec): 3 clusters
  Score: Raw -769155.372397 + Penalty 2868.831801 = -766286.540596
  nChanged 299
		SP:Iteration 13Q (12550.950000 sec): 3 clusters
  Score: Raw -769476.119206 + Penalty 2868.831801 = -766607.287405
  nChanged 246
		SP:Iteration 14Q (12550.970000 sec): 3 clusters
  Score: Raw -769704.264794 + Penalty 2868.831801 = -766835.432994
  nChanged 171
		SP:Iteration 15Q (12550.990000 sec): 3 clusters
  Score: Raw -769821.912939 + Penalty 2868.831801 = -766953.081138
  nChanged 118
		SP:Iteration 16Q (12551.000000 sec): 3 clusters
  Score: Raw -769881.101178 + Penalty 2868.831801 = -767012.269378
  nChanged 73
		SP:Iteration 17Q (12551.020000 sec): 3 clusters
  Score: Raw -769907.461811 + Penalty 2868.831801 = -767038.630010
  nChanged 38
		SP:Iteration 18Q (12551.030000 sec): 3 clusters
  Score: Raw -769915.432557 + Penalty 2868.831801 = -767046.600757
  nChanged 14
		SP:Iteration 19Q (12551.050000 sec): 3 clusters
  Score: Raw -769917.388183 + Penalty 2868.831801 = -767048.556382
  nChanged 6
		SP:Iteration 20F (12551.060000 sec): 3 clusters
  Score: Raw -769918.401488 + Penalty 2868.831801 = -767049.569687
  nChanged 7
		SP:Iteration 21Q (12551.080000 sec): 3 clusters
  Score: Raw -769919.432979 + Penalty 2868.831801 = -767050.601178
  nChanged 4
		SP:Iteration 22Q (12551.090000 sec): 3 clusters
  Score: Raw -769920.036261 + Penalty 2868.831801 = -767051.204461
  nChanged 1
		SP:Iteration 23Q (12551.110000 sec): 3 clusters
  Score: Raw -769920.277397 + Penalty 2868.831801 = -767051.445596
  nChanged 2
		SP:Iteration 24Q (12551.130000 sec): 3 clusters
  Score: Raw -769920.593559 + Penalty 2868.831801 = -767051.761759
  nChanged 1
		SP:Iteration 25Q (12551.140000 sec): 3 clusters
  Score: Raw -769920.924803 + Penalty 2868.831801 = -767052.093003
  nChanged 2
		SP:Iteration 26Q (12551.150000 sec): 3 clusters
  Score: Raw -769921.080999 + Penalty 2868.831801 = -767052.249199
  nChanged 1
		SP:Iteration 27Q (12551.170000 sec): 3 clusters
  Score: Raw -769921.154529 + Penalty 2868.831801 = -767052.322728
  nChanged 0
		SP:Iteration 28F (12551.190000 sec): 3 clusters
  Score: Raw -769921.154529 + Penalty 2868.831801 = -767052.322728
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12551.210000 sec): 2 clusters
  Score: Raw -670654.482410 + Penalty 1413.345821 = -669241.136589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12551.220000 sec): 3 clusters
  Score: Raw -667491.423298 + Penalty 2826.691642 = -664664.731655
  nChanged 2438
		SP:Iteration 1F (12551.240000 sec): 3 clusters
  Score: Raw -668764.498357 + Penalty 2826.691642 = -665937.806715
  nChanged 427
		SP:Iteration 2F (12551.250000 sec): 3 clusters
  Score: Raw -669023.936835 + Penalty 2826.691642 = -666197.245193
  nChanged 408
		SP:Iteration 3F (12551.270000 sec): 3 clusters
  Score: Raw -669289.766935 + Penalty 2826.691642 = -666463.075293
  nChanged 345
		SP:Iteration 4F (12551.280000 sec): 3 clusters
  Score: Raw -669527.469387 + Penalty 2826.691642 = -666700.777745
  nChanged 307
		SP:Iteration 5F (12551.300000 sec): 3 clusters
  Score: Raw -669746.553565 + Penalty 2826.691642 = -666919.861923
  nChanged 284
		SP:Iteration 6Q (12551.310000 sec): 3 clusters
  Score: Raw -669959.236188 + Penalty 2826.691642 = -667132.544546
  nChanged 274
		SP:Iteration 7Q (12551.330000 sec): 3 clusters
  Score: Raw -670187.394846 + Penalty 2826.691642 = -667360.703204
  nChanged 288
		SP:Iteration 8Q (12551.340000 sec): 3 clusters
  Score: Raw -670438.975586 + Penalty 2826.691642 = -667612.283944
  nChanged 299
		SP:Iteration 9Q (12551.360000 sec): 3 clusters
  Score: Raw -670678.469550 + Penalty 2826.691642 = -667851.777907
  nChanged 275
		SP:Iteration 10Q (12551.370000 sec): 3 clusters
  Score: Raw -670913.395295 + Penalty 2826.691642 = -668086.703652
  nChanged 256
		SP:Iteration 11Q (12551.390000 sec): 3 clusters
  Score: Raw -671147.349306 + Penalty 2826.691642 = -668320.657663
  nChanged 227
		SP:Iteration 12Q (12551.400000 sec): 3 clusters
  Score: Raw -671383.046641 + Penalty 2826.691642 = -668556.354999
  nChanged 190
		SP:Iteration 13Q (12551.410000 sec): 3 clusters
  Score: Raw -671571.863943 + Penalty 2826.691642 = -668745.172300
  nChanged 143
		SP:Iteration 14Q (12551.430000 sec): 3 clusters
  Score: Raw -671667.379302 + Penalty 2826.691642 = -668840.687660
  nChanged 78
		SP:Iteration 15Q (12551.440000 sec): 3 clusters
  Score: Raw -671703.781861 + Penalty 2826.691642 = -668877.090219
  nChanged 58
		SP:Iteration 16Q (12551.450000 sec): 3 clusters
  Score: Raw -671728.851644 + Penalty 2826.691642 = -668902.160002
  nChanged 49
		SP:Iteration 17Q (12551.470000 sec): 3 clusters
  Score: Raw -671748.410822 + Penalty 2826.691642 = -668921.719180
  nChanged 46
		SP:Iteration 18Q (12551.480000 sec): 3 clusters
  Score: Raw -671764.729566 + Penalty 2826.691642 = -668938.037923
  nChanged 40
		SP:Iteration 19Q (12551.490000 sec): 3 clusters
  Score: Raw -671782.147287 + Penalty 2826.691642 = -668955.455645
  nChanged 35
		SP:Iteration 20F (12551.510000 sec): 3 clusters
  Score: Raw -671796.808993 + Penalty 2826.691642 = -668970.117350
  nChanged 31
		SP:Iteration 21Q (12551.520000 sec): 3 clusters
  Score: Raw -671808.068294 + Penalty 2826.691642 = -668981.376651
  nChanged 25
		SP:Iteration 22Q (12551.530000 sec): 3 clusters
  Score: Raw -671816.854623 + Penalty 2826.691642 = -668990.162981
  nChanged 22
		SP:Iteration 23Q (12551.550000 sec): 3 clusters
  Score: Raw -671827.438810 + Penalty 2826.691642 = -669000.747168
  nChanged 24
		SP:Iteration 24Q (12551.560000 sec): 3 clusters
  Score: Raw -671837.313622 + Penalty 2826.691642 = -669010.621979
  nChanged 15
		SP:Iteration 25Q (12551.570000 sec): 3 clusters
  Score: Raw -671843.483173 + Penalty 2826.691642 = -669016.791531
  nChanged 16
		SP:Iteration 26Q (12551.590000 sec): 3 clusters
  Score: Raw -671849.810118 + Penalty 2826.691642 = -669023.118476
  nChanged 16
		SP:Iteration 27Q (12551.600000 sec): 3 clusters
  Score: Raw -671853.718701 + Penalty 2826.691642 = -669027.027059
  nChanged 11
		SP:Iteration 28Q (12551.610000 sec): 3 clusters
  Score: Raw -671855.844104 + Penalty 2826.691642 = -669029.152462
  nChanged 11
		SP:Iteration 29Q (12551.620000 sec): 3 clusters
  Score: Raw -671857.958231 + Penalty 2826.691642 = -669031.266589
  nChanged 7
		SP:Iteration 30Q (12551.630000 sec): 3 clusters
  Score: Raw -671859.097427 + Penalty 2826.691642 = -669032.405784
  nChanged 5
		SP:Iteration 31Q (12551.650000 sec): 3 clusters
  Score: Raw -671859.660073 + Penalty 2826.691642 = -669032.968431
  nChanged 2
		SP:Iteration 32Q (12551.660000 sec): 3 clusters
  Score: Raw -671859.969210 + Penalty 2826.691642 = -669033.277568
  nChanged 2
		SP:Iteration 33Q (12551.670000 sec): 3 clusters
  Score: Raw -671860.418296 + Penalty 2826.691642 = -669033.726654
  nChanged 1
		SP:Iteration 34Q (12551.690000 sec): 3 clusters
  Score: Raw -671860.749364 + Penalty 2826.691642 = -669034.057722
  nChanged 1
		SP:Iteration 35Q (12551.700000 sec): 3 clusters
  Score: Raw -671860.867994 + Penalty 2826.691642 = -669034.176351
  nChanged 0
		SP:Iteration 36F (12551.710000 sec): 3 clusters
  Score: Raw -671860.867994 + Penalty 2826.691642 = -669034.176351
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12551.720000 sec): 2 clusters
  Score: Raw -17362.753808 + Penalty 842.039827 = -16520.713981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12551.720000 sec): 3 clusters
  Score: Raw -17569.207165 + Penalty 1684.079654 = -15885.127511
  nChanged 31
		SP:Iteration 1F (12551.720000 sec): 3 clusters
  Score: Raw -17649.117308 + Penalty 1684.079654 = -15965.037654
  nChanged 4
		SP:Iteration 2Q (12551.720000 sec): 3 clusters
  Score: Raw -17680.881874 + Penalty 1684.079654 = -15996.802220
  nChanged 3
		SP:Iteration 3Q (12551.720000 sec): 3 clusters
  Score: Raw -17687.294172 + Penalty 1684.079654 = -16003.214518
  nChanged 2
		SP:Iteration 4Q (12551.720000 sec): 3 clusters
  Score: Raw -17691.617613 + Penalty 1684.079654 = -16007.537959
  nChanged 1
		SP:Iteration 5Q (12551.720000 sec): 3 clusters
  Score: Raw -17693.721475 + Penalty 1684.079654 = -16009.641821
  nChanged 1
		SP:Iteration 6Q (12551.720000 sec): 3 clusters
  Score: Raw -17696.347975 + Penalty 1684.079654 = -16012.268321
  nChanged 0
		SP:Iteration 7F (12551.730000 sec): 3 clusters
  Score: Raw -17696.347975 + Penalty 1684.079654 = -16012.268321
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12551.730000 sec): 2 clusters
  Score: Raw -230016.827802 + Penalty 1248.926747 = -228767.901054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12551.740000 sec): 3 clusters
  Score: Raw -229045.253284 + Penalty 2497.853495 = -226547.399789
  nChanged 790
		SP:Iteration 1F (12551.750000 sec): 3 clusters
  Score: Raw -229608.581112 + Penalty 2497.853495 = -227110.727617
  nChanged 209
		SP:Iteration 2F (12551.750000 sec): 3 clusters
  Score: Raw -229808.792583 + Penalty 2497.853495 = -227310.939088
  nChanged 136
		SP:Iteration 3F (12551.750000 sec): 3 clusters
  Score: Raw -229931.948658 + Penalty 2497.853495 = -227434.095163
  nChanged 122
		SP:Iteration 4F (12551.760000 sec): 3 clusters
  Score: Raw -230044.334291 + Penalty 2497.853495 = -227546.480796
  nChanged 100
		SP:Iteration 5Q (12551.770000 sec): 3 clusters
  Score: Raw -230151.739960 + Penalty 2497.853495 = -227653.886465
  nChanged 98
		SP:Iteration 6Q (12551.770000 sec): 3 clusters
  Score: Raw -230251.058643 + Penalty 2497.853495 = -227753.205148
  nChanged 85
		SP:Iteration 7Q (12551.780000 sec): 3 clusters
  Score: Raw -230343.709627 + Penalty 2497.853495 = -227845.856132
  nChanged 66
		SP:Iteration 8Q (12551.780000 sec): 3 clusters
  Score: Raw -230392.623733 + Penalty 2497.853495 = -227894.770238
  nChanged 40
		SP:Iteration 9Q (12551.790000 sec): 3 clusters
  Score: Raw -230429.902101 + Penalty 2497.853495 = -227932.048606
  nChanged 38
		SP:Iteration 10Q (12551.790000 sec): 3 clusters
  Score: Raw -230464.878319 + Penalty 2497.853495 = -227967.024824
  nChanged 34
		SP:Iteration 11Q (12551.800000 sec): 3 clusters
  Score: Raw -230490.271944 + Penalty 2497.853495 = -227992.418450
  nChanged 23
		SP:Iteration 12Q (12551.800000 sec): 3 clusters
  Score: Raw -230503.997861 + Penalty 2497.853495 = -228006.144366
  nChanged 8
		SP:Iteration 13Q (12551.810000 sec): 3 clusters
  Score: Raw -230506.591685 + Penalty 2497.853495 = -228008.738190
  nChanged 6
		SP:Iteration 14Q (12551.810000 sec): 3 clusters
  Score: Raw -230509.010482 + Penalty 2497.853495 = -228011.156987
  nChanged 3
		SP:Iteration 15Q (12551.820000 sec): 3 clusters
  Score: Raw -230509.885656 + Penalty 2497.853495 = -228012.032161
  nChanged 2
		SP:Iteration 16Q (12551.820000 sec): 3 clusters
  Score: Raw -230510.224891 + Penalty 2497.853495 = -228012.371396
  nChanged 1
		SP:Iteration 17Q (12551.830000 sec): 3 clusters
  Score: Raw -230510.543386 + Penalty 2497.853495 = -228012.689891
  nChanged 1
		SP:Iteration 18Q (12551.830000 sec): 3 clusters
  Score: Raw -230511.048194 + Penalty 2497.853495 = -228013.194699
  nChanged 1
		SP:Iteration 19Q (12551.840000 sec): 3 clusters
  Score: Raw -230511.261856 + Penalty 2497.853495 = -228013.408361
  nChanged 0
		SP:Iteration 20F (12551.840000 sec): 3 clusters
  Score: Raw -230511.261856 + Penalty 2497.853495 = -228013.408361
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12551.850000 sec): 2 clusters
  Score: Raw -68337.127453 + Penalty 1044.829415 = -67292.298038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12551.850000 sec): 3 clusters
  Score: Raw -68252.679345 + Penalty 2089.658830 = -66163.020515
  nChanged 173
		SP:Iteration 1F (12551.850000 sec): 3 clusters
  Score: Raw -68467.581719 + Penalty 2089.658830 = -66377.922889
  nChanged 42
		SP:Iteration 2F (12551.850000 sec): 3 clusters
  Score: Raw -68522.074589 + Penalty 2089.658830 = -66432.415759
  nChanged 15
		SP:Iteration 3Q (12551.850000 sec): 3 clusters
  Score: Raw -68540.940447 + Penalty 2089.658830 = -66451.281617
  nChanged 9
		SP:Iteration 4Q (12551.850000 sec): 3 clusters
  Score: Raw -68551.389011 + Penalty 2089.658830 = -66461.730180
  nChanged 3
		SP:Iteration 5Q (12551.860000 sec): 3 clusters
  Score: Raw -68553.560009 + Penalty 2089.658830 = -66463.901179
  nChanged 3
		SP:Iteration 6Q (12551.860000 sec): 3 clusters
  Score: Raw -68554.692125 + Penalty 2089.658830 = -66465.033295
  nChanged 2
		SP:Iteration 7Q (12551.870000 sec): 3 clusters
  Score: Raw -68556.668782 + Penalty 2089.658830 = -66467.009952
  nChanged 4
		SP:Iteration 8Q (12551.870000 sec): 3 clusters
  Score: Raw -68560.272051 + Penalty 2089.658830 = -66470.613221
  nChanged 2
		SP:Iteration 9Q (12551.870000 sec): 3 clusters
  Score: Raw -68562.757518 + Penalty 2089.658830 = -66473.098688
  nChanged 0
		SP:Iteration 10F (12551.870000 sec): 3 clusters
  Score: Raw -68562.757518 + Penalty 2089.658830 = -66473.098688
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (5947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12551.890000 sec): 2 clusters
  Score: Raw -628785.477839 + Penalty 1412.229353 = -627373.248487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12551.910000 sec): 3 clusters
  Score: Raw -625722.073940 + Penalty 2824.458705 = -622897.615235
  nChanged 2438
		SP:Iteration 1F (12551.920000 sec): 3 clusters
  Score: Raw -627249.314524 + Penalty 2824.458705 = -624424.855819
  nChanged 484
		SP:Iteration 2F (12551.940000 sec): 3 clusters
  Score: Raw -627647.457330 + Penalty 2824.458705 = -624822.998625
  nChanged 422
		SP:Iteration 3F (12551.950000 sec): 3 clusters
  Score: Raw -628002.890785 + Penalty 2824.458705 = -625178.432080
  nChanged 368
		SP:Iteration 4F (12551.970000 sec): 3 clusters
  Score: Raw -628345.441120 + Penalty 2824.458705 = -625520.982415
  nChanged 339
		SP:Iteration 5F (12551.980000 sec): 3 clusters
  Score: Raw -628590.262416 + Penalty 2824.458705 = -625765.803710
  nChanged 277
		SP:Iteration 6Q (12552.000000 sec): 3 clusters
  Score: Raw -628767.403086 + Penalty 2824.458705 = -625942.944381
  nChanged 194
		SP:Iteration 7Q (12552.010000 sec): 3 clusters
  Score: Raw -628862.026290 + Penalty 2824.458705 = -626037.567585
  nChanged 126
		SP:Iteration 8Q (12552.030000 sec): 3 clusters
  Score: Raw -628913.641119 + Penalty 2824.458705 = -626089.182414
  nChanged 116
		SP:Iteration 9Q (12552.040000 sec): 3 clusters
  Score: Raw -628954.981419 + Penalty 2824.458705 = -626130.522714
  nChanged 74
		SP:Iteration 10Q (12552.060000 sec): 3 clusters
  Score: Raw -628976.420122 + Penalty 2824.458705 = -626151.961417
  nChanged 52
		SP:Iteration 11Q (12552.070000 sec): 3 clusters
  Score: Raw -628991.286793 + Penalty 2824.458705 = -626166.828088
  nChanged 45
		SP:Iteration 12Q (12552.080000 sec): 3 clusters
  Score: Raw -629004.934585 + Penalty 2824.458705 = -626180.475879
  nChanged 44
		SP:Iteration 13Q (12552.100000 sec): 3 clusters
  Score: Raw -629017.102800 + Penalty 2824.458705 = -626192.644095
  nChanged 42
		SP:Iteration 14Q (12552.110000 sec): 3 clusters
  Score: Raw -629026.174663 + Penalty 2824.458705 = -626201.715957
  nChanged 32
		SP:Iteration 15Q (12552.130000 sec): 3 clusters
  Score: Raw -629034.323499 + Penalty 2824.458705 = -626209.864794
  nChanged 32
		SP:Iteration 16Q (12552.140000 sec): 3 clusters
  Score: Raw -629044.232964 + Penalty 2824.458705 = -626219.774258
  nChanged 30
		SP:Iteration 17Q (12552.160000 sec): 3 clusters
  Score: Raw -629053.164029 + Penalty 2824.458705 = -626228.705324
  nChanged 27
		SP:Iteration 18Q (12552.170000 sec): 3 clusters
  Score: Raw -629060.720628 + Penalty 2824.458705 = -626236.261923
  nChanged 28
		SP:Iteration 19Q (12552.180000 sec): 3 clusters
  Score: Raw -629066.268667 + Penalty 2824.458705 = -626241.809962
  nChanged 19
		SP:Iteration 20F (12552.200000 sec): 3 clusters
  Score: Raw -629069.950260 + Penalty 2824.458705 = -626245.491555
  nChanged 12
		SP:Iteration 21Q (12552.210000 sec): 3 clusters
  Score: Raw -629072.036833 + Penalty 2824.458705 = -626247.578128
  nChanged 10
		SP:Iteration 22Q (12552.230000 sec): 3 clusters
  Score: Raw -629075.588164 + Penalty 2824.458705 = -626251.129459
  nChanged 11
		SP:Iteration 23Q (12552.240000 sec): 3 clusters
  Score: Raw -629078.802200 + Penalty 2824.458705 = -626254.343495
  nChanged 11
		SP:Iteration 24Q (12552.260000 sec): 3 clusters
  Score: Raw -629080.978484 + Penalty 2824.458705 = -626256.519779
  nChanged 9
		SP:Iteration 25Q (12552.270000 sec): 3 clusters
  Score: Raw -629082.376728 + Penalty 2824.458705 = -626257.918023
  nChanged 6
		SP:Iteration 26Q (12552.280000 sec): 3 clusters
  Score: Raw -629083.553537 + Penalty 2824.458705 = -626259.094831
  nChanged 3
		SP:Iteration 27Q (12552.300000 sec): 3 clusters
  Score: Raw -629084.144187 + Penalty 2824.458705 = -626259.685482
  nChanged 3
		SP:Iteration 28Q (12552.310000 sec): 3 clusters
  Score: Raw -629084.463505 + Penalty 2824.458705 = -626260.004800
  nChanged 1
		SP:Iteration 29Q (12552.320000 sec): 3 clusters
  Score: Raw -629084.548913 + Penalty 2824.458705 = -626260.090208
  nChanged 0
		SP:Iteration 30F (12552.340000 sec): 3 clusters
  Score: Raw -629084.548913 + Penalty 2824.458705 = -626260.090208
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12552.350000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12552.350000 sec): 3 clusters
  Score: Raw -153214.054678 + Penalty 2347.571096 = -150866.483583
  nChanged 437
		SP:Iteration 1F (12552.360000 sec): 3 clusters
  Score: Raw -153601.802282 + Penalty 2347.571096 = -151254.231186
  nChanged 123
		SP:Iteration 2F (12552.360000 sec): 3 clusters
  Score: Raw -153772.745020 + Penalty 2347.571096 = -151425.173924
  nChanged 90
		SP:Iteration 3F (12552.360000 sec): 3 clusters
  Score: Raw -153959.996300 + Penalty 2347.571096 = -151612.425204
  nChanged 81
		SP:Iteration 4F (12552.370000 sec): 3 clusters
  Score: Raw -154092.729915 + Penalty 2347.571096 = -151745.158819
  nChanged 74
		SP:Iteration 5F (12552.370000 sec): 3 clusters
  Score: Raw -154170.705845 + Penalty 2347.571096 = -151823.134749
  nChanged 65
		SP:Iteration 6Q (12552.370000 sec): 3 clusters
  Score: Raw -154242.821657 + Penalty 2347.571096 = -151895.250561
  nChanged 47
		SP:Iteration 7Q (12552.380000 sec): 3 clusters
  Score: Raw -154297.237257 + Penalty 2347.571096 = -151949.666162
  nChanged 49
		SP:Iteration 8Q (12552.380000 sec): 3 clusters
  Score: Raw -154352.850077 + Penalty 2347.571096 = -152005.278981
  nChanged 44
		SP:Iteration 9Q (12552.380000 sec): 3 clusters
  Score: Raw -154410.538169 + Penalty 2347.571096 = -152062.967074
  nChanged 35
		SP:Iteration 10Q (12552.390000 sec): 3 clusters
  Score: Raw -154449.180009 + Penalty 2347.571096 = -152101.608913
  nChanged 19
		SP:Iteration 11Q (12552.390000 sec): 3 clusters
  Score: Raw -154471.875379 + Penalty 2347.571096 = -152124.304283
  nChanged 25
		SP:Iteration 12Q (12552.390000 sec): 3 clusters
  Score: Raw -154504.946847 + Penalty 2347.571096 = -152157.375751
  nChanged 19
		SP:Iteration 13Q (12552.400000 sec): 3 clusters
  Score: Raw -154539.692133 + Penalty 2347.571096 = -152192.121037
  nChanged 20
		SP:Iteration 14Q (12552.400000 sec): 3 clusters
  Score: Raw -154573.103119 + Penalty 2347.571096 = -152225.532023
  nChanged 8
		SP:Iteration 15Q (12552.400000 sec): 3 clusters
  Score: Raw -154584.129678 + Penalty 2347.571096 = -152236.558582
  nChanged 3
		SP:Iteration 16Q (12552.400000 sec): 3 clusters
  Score: Raw -154586.634056 + Penalty 2347.571096 = -152239.062960
  nChanged 3
		SP:Iteration 17Q (12552.410000 sec): 3 clusters
  Score: Raw -154592.581781 + Penalty 2347.571096 = -152245.010685
  nChanged 4
		SP:Iteration 18Q (12552.410000 sec): 3 clusters
  Score: Raw -154600.882257 + Penalty 2347.571096 = -152253.311161
  nChanged 3
		SP:Iteration 19Q (12552.410000 sec): 3 clusters
  Score: Raw -154603.784943 + Penalty 2347.571096 = -152256.213847
  nChanged 0
		SP:Iteration 20F (12552.420000 sec): 3 clusters
  Score: Raw -154603.784943 + Penalty 2347.571096 = -152256.213847
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12552.420000 sec): 2 clusters
  Score: Raw -131870.519098 + Penalty 1165.768227 = -130704.750871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12552.430000 sec): 3 clusters
  Score: Raw -131410.337839 + Penalty 2331.536454 = -129078.801385
  nChanged 396
		SP:Iteration 1F (12552.430000 sec): 3 clusters
  Score: Raw -131789.971871 + Penalty 2331.536454 = -129458.435417
  nChanged 127
		SP:Iteration 2F (12552.430000 sec): 3 clusters
  Score: Raw -131980.524772 + Penalty 2331.536454 = -129648.988318
  nChanged 104
		SP:Iteration 3F (12552.440000 sec): 3 clusters
  Score: Raw -132182.965029 + Penalty 2331.536454 = -129851.428575
  nChanged 95
		SP:Iteration 4F (12552.440000 sec): 3 clusters
  Score: Raw -132403.742843 + Penalty 2331.536454 = -130072.206389
  nChanged 80
		SP:Iteration 5F (12552.440000 sec): 3 clusters
  Score: Raw -132605.415660 + Penalty 2331.536454 = -130273.879206
  nChanged 56
		SP:Iteration 6Q (12552.450000 sec): 3 clusters
  Score: Raw -132705.073731 + Penalty 2331.536454 = -130373.537277
  nChanged 34
		SP:Iteration 7Q (12552.450000 sec): 3 clusters
  Score: Raw -132764.437398 + Penalty 2331.536454 = -130432.900944
  nChanged 27
		SP:Iteration 8Q (12552.450000 sec): 3 clusters
  Score: Raw -132808.221239 + Penalty 2331.536454 = -130476.684785
  nChanged 24
		SP:Iteration 9Q (12552.460000 sec): 3 clusters
  Score: Raw -132859.796962 + Penalty 2331.536454 = -130528.260508
  nChanged 22
		SP:Iteration 10Q (12552.460000 sec): 3 clusters
  Score: Raw -132894.378865 + Penalty 2331.536454 = -130562.842412
  nChanged 16
		SP:Iteration 11Q (12552.460000 sec): 3 clusters
  Score: Raw -132924.164917 + Penalty 2331.536454 = -130592.628463
  nChanged 18
		SP:Iteration 12Q (12552.460000 sec): 3 clusters
  Score: Raw -132949.415651 + Penalty 2331.536454 = -130617.879197
  nChanged 9
		SP:Iteration 13Q (12552.460000 sec): 3 clusters
  Score: Raw -132959.906163 + Penalty 2331.536454 = -130628.369709
  nChanged 6
		SP:Iteration 14Q (12552.470000 sec): 3 clusters
  Score: Raw -132964.932459 + Penalty 2331.536454 = -130633.396005
  nChanged 1
		SP:Iteration 15Q (12552.470000 sec): 3 clusters
  Score: Raw -132965.793986 + Penalty 2331.536454 = -130634.257532
  nChanged 0
		SP:Iteration 16F (12552.480000 sec): 3 clusters
  Score: Raw -132966.504339 + Penalty 2331.536454 = -130634.967885
  nChanged 1
		SP:Iteration 17Q (12552.480000 sec): 3 clusters
  Score: Raw -132968.079237 + Penalty 2331.536454 = -130636.542783
  nChanged 4
		SP:Iteration 18Q (12552.480000 sec): 3 clusters
  Score: Raw -132971.698339 + Penalty 2331.536454 = -130640.161885
  nChanged 3
		SP:Iteration 19Q (12552.480000 sec): 3 clusters
  Score: Raw -132974.446420 + Penalty 2331.536454 = -130642.909966
  nChanged 4
		SP:Iteration 20F (12552.480000 sec): 3 clusters
  Score: Raw -132976.637835 + Penalty 2331.536454 = -130645.101381
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12552.500000 sec): 2 clusters
  Score: Raw -308652.305760 + Penalty 1295.749711 = -307356.556049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12552.500000 sec): 3 clusters
  Score: Raw -307344.620346 + Penalty 2591.499422 = -304753.120924
  nChanged 1020
		SP:Iteration 1F (12552.510000 sec): 3 clusters
  Score: Raw -308039.309214 + Penalty 2591.499422 = -305447.809792
  nChanged 244
		SP:Iteration 2F (12552.520000 sec): 3 clusters
  Score: Raw -308254.732996 + Penalty 2591.499422 = -305663.233573
  nChanged 191
		SP:Iteration 3F (12552.530000 sec): 3 clusters
  Score: Raw -308397.688312 + Penalty 2591.499422 = -305806.188889
  nChanged 139
		SP:Iteration 4Q (12552.530000 sec): 3 clusters
  Score: Raw -308514.223440 + Penalty 2591.499422 = -305922.724018
  nChanged 101
		SP:Iteration 5Q (12552.540000 sec): 3 clusters
  Score: Raw -308601.879280 + Penalty 2591.499422 = -306010.379858
  nChanged 114
		SP:Iteration 6Q (12552.550000 sec): 3 clusters
  Score: Raw -308720.410305 + Penalty 2591.499422 = -306128.910883
  nChanged 122
		SP:Iteration 7Q (12552.560000 sec): 3 clusters
  Score: Raw -308845.602093 + Penalty 2591.499422 = -306254.102671
  nChanged 108
		SP:Iteration 8Q (12552.560000 sec): 3 clusters
  Score: Raw -308930.525669 + Penalty 2591.499422 = -306339.026247
  nChanged 108
		SP:Iteration 9Q (12552.570000 sec): 3 clusters
  Score: Raw -309009.762489 + Penalty 2591.499422 = -306418.263067
  nChanged 95
		SP:Iteration 10Q (12552.580000 sec): 3 clusters
  Score: Raw -309081.005816 + Penalty 2591.499422 = -306489.506393
  nChanged 95
		SP:Iteration 11Q (12552.580000 sec): 3 clusters
  Score: Raw -309152.134814 + Penalty 2591.499422 = -306560.635392
  nChanged 76
		SP:Iteration 12Q (12552.590000 sec): 3 clusters
  Score: Raw -309215.504088 + Penalty 2591.499422 = -306624.004666
  nChanged 73
		SP:Iteration 13Q (12552.600000 sec): 3 clusters
  Score: Raw -309266.899582 + Penalty 2591.499422 = -306675.400160
  nChanged 42
		SP:Iteration 14Q (12552.600000 sec): 3 clusters
  Score: Raw -309300.178299 + Penalty 2591.499422 = -306708.678876
  nChanged 41
		SP:Iteration 15Q (12552.610000 sec): 3 clusters
  Score: Raw -309326.024440 + Penalty 2591.499422 = -306734.525018
  nChanged 47
		SP:Iteration 16Q (12552.620000 sec): 3 clusters
  Score: Raw -309353.724430 + Penalty 2591.499422 = -306762.225007
  nChanged 47
		SP:Iteration 17Q (12552.620000 sec): 3 clusters
  Score: Raw -309383.724917 + Penalty 2591.499422 = -306792.225495
  nChanged 32
		SP:Iteration 18Q (12552.630000 sec): 3 clusters
  Score: Raw -309403.651173 + Penalty 2591.499422 = -306812.151751
  nChanged 24
		SP:Iteration 19Q (12552.640000 sec): 3 clusters
  Score: Raw -309417.467155 + Penalty 2591.499422 = -306825.967733
  nChanged 21
		SP:Iteration 20F (12552.640000 sec): 3 clusters
  Score: Raw -309430.993516 + Penalty 2591.499422 = -306839.494094
  nChanged 16
		SP:Iteration 21Q (12552.650000 sec): 3 clusters
  Score: Raw -309440.849627 + Penalty 2591.499422 = -306849.350205
  nChanged 10
		SP:Iteration 22Q (12552.660000 sec): 3 clusters
  Score: Raw -309445.444906 + Penalty 2591.499422 = -306853.945484
  nChanged 8
		SP:Iteration 23Q (12552.660000 sec): 3 clusters
  Score: Raw -309448.373039 + Penalty 2591.499422 = -306856.873617
  nChanged 5
		SP:Iteration 24Q (12552.670000 sec): 3 clusters
  Score: Raw -309450.418475 + Penalty 2591.499422 = -306858.919053
  nChanged 1
		SP:Iteration 25Q (12552.680000 sec): 3 clusters
  Score: Raw -309450.983318 + Penalty 2591.499422 = -306859.483896
  nChanged 1
		SP:Iteration 26Q (12552.680000 sec): 3 clusters
  Score: Raw -309451.419616 + Penalty 2591.499422 = -306859.920194
  nChanged 2
		SP:Iteration 27Q (12552.690000 sec): 3 clusters
  Score: Raw -309452.617002 + Penalty 2591.499422 = -306861.117580
  nChanged 1
		SP:Iteration 28Q (12552.700000 sec): 3 clusters
  Score: Raw -309453.066886 + Penalty 2591.499422 = -306861.567464
  nChanged 2
		SP:Iteration 29Q (12552.700000 sec): 3 clusters
  Score: Raw -309453.757703 + Penalty 2591.499422 = -306862.258281
  nChanged 0
		SP:Iteration 30F (12552.710000 sec): 3 clusters
  Score: Raw -309453.757703 + Penalty 2591.499422 = -306862.258281
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12552.950000 sec): 2 clusters
  Score: Raw -8752021.511802 + Penalty 1822.796823 = -8750198.714979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12553.160000 sec): 3 clusters
  Score: Raw -8704102.050819 + Penalty 3645.593647 = -8700456.457172
  nChanged 35069
		SP:Iteration 1F (12553.360000 sec): 3 clusters
  Score: Raw -8724695.222328 + Penalty 3645.593647 = -8721049.628681
  nChanged 2947
		SP:Iteration 2Q (12553.570000 sec): 3 clusters
  Score: Raw -8725664.357805 + Penalty 3645.593647 = -8722018.764158
  nChanged 3437
		SP:Iteration 3Q (12553.780000 sec): 3 clusters
  Score: Raw -8727087.845606 + Penalty 3645.593647 = -8723442.251959
  nChanged 4144
		SP:Iteration 4F (12553.980000 sec): 3 clusters
  Score: Raw -8729264.824848 + Penalty 3645.593647 = -8725619.231201
  nChanged 4845
		SP:Iteration 5F (12554.180000 sec): 3 clusters
  Score: Raw -8732292.669710 + Penalty 3645.593647 = -8728647.076063
  nChanged 5238
		SP:Iteration 6F (12554.380000 sec): 3 clusters
  Score: Raw -8736014.805576 + Penalty 3645.593647 = -8732369.211929
  nChanged 5290
		SP:Iteration 7F (12554.580000 sec): 3 clusters
  Score: Raw -8740110.620266 + Penalty 3645.593647 = -8736465.026620
  nChanged 4798
		SP:Iteration 8F (12554.780000 sec): 3 clusters
  Score: Raw -8744111.532771 + Penalty 3645.593647 = -8740465.939124
  nChanged 3940
		SP:Iteration 9F (12554.980000 sec): 3 clusters
  Score: Raw -8747604.175147 + Penalty 3645.593647 = -8743958.581501
  nChanged 2698
		SP:Iteration 10Q (12555.170000 sec): 3 clusters
  Score: Raw -8750039.370988 + Penalty 3645.593647 = -8746393.777342
  nChanged 1433
		SP:Iteration 11Q (12555.350000 sec): 3 clusters
  Score: Raw -8751312.437807 + Penalty 3645.593647 = -8747666.844160
  nChanged 580
		SP:Iteration 12Q (12555.520000 sec): 3 clusters
  Score: Raw -8751827.939513 + Penalty 3645.593647 = -8748182.345866
  nChanged 185
		SP:Iteration 13Q (12555.670000 sec): 3 clusters
  Score: Raw -8752005.104002 + Penalty 3645.593647 = -8748359.510356
  nChanged 77
		SP:Iteration 14Q (12555.810000 sec): 3 clusters
  Score: Raw -8752082.974484 + Penalty 3645.593647 = -8748437.380837
  nChanged 39
		SP:Iteration 15Q (12555.960000 sec): 3 clusters
  Score: Raw -8752130.055172 + Penalty 3645.593647 = -8748484.461526
  nChanged 23
		SP:Iteration 16Q (12556.100000 sec): 3 clusters
  Score: Raw -8752155.997276 + Penalty 3645.593647 = -8748510.403629
  nChanged 16
		SP:Iteration 17Q (12556.240000 sec): 3 clusters
  Score: Raw -8752174.142438 + Penalty 3645.593647 = -8748528.548792
  nChanged 9
		SP:Iteration 18Q (12556.390000 sec): 3 clusters
  Score: Raw -8752184.473980 + Penalty 3645.593647 = -8748538.880333
  nChanged 10
		SP:Iteration 19Q (12556.530000 sec): 3 clusters
  Score: Raw -8752199.055764 + Penalty 3645.593647 = -8748553.462117
  nChanged 12
		SP:Iteration 20F (12556.730000 sec): 3 clusters
  Score: Raw -8752214.907889 + Penalty 3645.593647 = -8748569.314243
  nChanged 15
		SP:Iteration 21Q (12556.870000 sec): 3 clusters
  Score: Raw -8752235.807497 + Penalty 3645.593647 = -8748590.213851
  nChanged 21
		SP:Iteration 22Q (12557.020000 sec): 3 clusters
  Score: Raw -8752262.246410 + Penalty 3645.593647 = -8748616.652764
  nChanged 6
		SP:Iteration 23Q (12557.160000 sec): 3 clusters
  Score: Raw -8752273.420442 + Penalty 3645.593647 = -8748627.826795
  nChanged 4
		SP:Iteration 24Q (12557.300000 sec): 3 clusters
  Score: Raw -8752277.910242 + Penalty 3645.593647 = -8748632.316596
  nChanged 4
		SP:Iteration 25Q (12557.440000 sec): 3 clusters
  Score: Raw -8752281.080742 + Penalty 3645.593647 = -8748635.487095
  nChanged 2
		SP:Iteration 26Q (12557.580000 sec): 3 clusters
  Score: Raw -8752283.974581 + Penalty 3645.593647 = -8748638.380935
  nChanged 3
		SP:Iteration 27Q (12557.720000 sec): 3 clusters
  Score: Raw -8752292.802408 + Penalty 3645.593647 = -8748647.208761
  nChanged 5
		SP:Iteration 28Q (12557.860000 sec): 3 clusters
  Score: Raw -8752299.641648 + Penalty 3645.593647 = -8748654.048001
  nChanged 5
		SP:Iteration 29Q (12558.000000 sec): 3 clusters
  Score: Raw -8752308.178857 + Penalty 3645.593647 = -8748662.585210
  nChanged 4
		SP:Iteration 30Q (12558.140000 sec): 3 clusters
  Score: Raw -8752312.264781 + Penalty 3645.593647 = -8748666.671134
  nChanged 3
		SP:Iteration 31Q (12558.270000 sec): 3 clusters
  Score: Raw -8752315.778805 + Penalty 3645.593647 = -8748670.185159
  nChanged 2
		SP:Iteration 32Q (12558.410000 sec): 3 clusters
  Score: Raw -8752318.736296 + Penalty 3645.593647 = -8748673.142649
  nChanged 3
		SP:Iteration 33Q (12558.550000 sec): 3 clusters
  Score: Raw -8752322.919959 + Penalty 3645.593647 = -8748677.326312
  nChanged 3
		SP:Iteration 34Q (12558.680000 sec): 3 clusters
  Score: Raw -8752326.388133 + Penalty 3645.593647 = -8748680.794486
  nChanged 2
		SP:Iteration 35Q (12558.820000 sec): 3 clusters
  Score: Raw -8752327.668701 + Penalty 3645.593647 = -8748682.075054
  nChanged 0
		SP:Iteration 36F (12559.020000 sec): 3 clusters
  Score: Raw -8752327.668701 + Penalty 3645.593647 = -8748682.075054
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12559.130000 sec): 2 clusters
  Score: Raw -3649887.671149 + Penalty 1679.586855 = -3648208.084294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12559.210000 sec): 3 clusters
  Score: Raw -3630877.725478 + Penalty 3359.173710 = -3627518.551768
  nChanged 14231
		SP:Iteration 1F (12559.290000 sec): 3 clusters
  Score: Raw -3638908.363824 + Penalty 3359.173710 = -3635549.190114
  nChanged 1622
		SP:Iteration 2F (12559.370000 sec): 3 clusters
  Score: Raw -3639598.068460 + Penalty 3359.173710 = -3636238.894750
  nChanged 1777
		SP:Iteration 3F (12559.460000 sec): 3 clusters
  Score: Raw -3640492.034147 + Penalty 3359.173710 = -3637132.860436
  nChanged 1998
		SP:Iteration 4F (12559.540000 sec): 3 clusters
  Score: Raw -3641711.669387 + Penalty 3359.173710 = -3638352.495676
  nChanged 2189
		SP:Iteration 5F (12559.620000 sec): 3 clusters
  Score: Raw -3643262.472501 + Penalty 3359.173710 = -3639903.298791
  nChanged 2195
		SP:Iteration 6F (12559.700000 sec): 3 clusters
  Score: Raw -3645007.862008 + Penalty 3359.173710 = -3641648.688297
  nChanged 1965
		SP:Iteration 7F (12559.780000 sec): 3 clusters
  Score: Raw -3646643.247062 + Penalty 3359.173710 = -3643284.073352
  nChanged 1562
		SP:Iteration 8F (12559.860000 sec): 3 clusters
  Score: Raw -3647992.827907 + Penalty 3359.173710 = -3644633.654197
  nChanged 1039
		SP:Iteration 9Q (12559.940000 sec): 3 clusters
  Score: Raw -3648877.039007 + Penalty 3359.173710 = -3645517.865297
  nChanged 675
		SP:Iteration 10Q (12560.020000 sec): 3 clusters
  Score: Raw -3649482.257310 + Penalty 3359.173710 = -3646123.083600
  nChanged 410
		SP:Iteration 11Q (12560.090000 sec): 3 clusters
  Score: Raw -3649854.560151 + Penalty 3359.173710 = -3646495.386441
  nChanged 224
		SP:Iteration 12Q (12560.160000 sec): 3 clusters
  Score: Raw -3650044.519198 + Penalty 3359.173710 = -3646685.345487
  nChanged 142
		SP:Iteration 13Q (12560.220000 sec): 3 clusters
  Score: Raw -3650178.611551 + Penalty 3359.173710 = -3646819.437840
  nChanged 93
		SP:Iteration 14Q (12560.290000 sec): 3 clusters
  Score: Raw -3650284.345974 + Penalty 3359.173710 = -3646925.172263
  nChanged 77
		SP:Iteration 15Q (12560.350000 sec): 3 clusters
  Score: Raw -3650383.094445 + Penalty 3359.173710 = -3647023.920735
  nChanged 53
		SP:Iteration 16Q (12560.410000 sec): 3 clusters
  Score: Raw -3650474.752262 + Penalty 3359.173710 = -3647115.578551
  nChanged 60
		SP:Iteration 17Q (12560.470000 sec): 3 clusters
  Score: Raw -3650556.905902 + Penalty 3359.173710 = -3647197.732192
  nChanged 40
		SP:Iteration 18Q (12560.530000 sec): 3 clusters
  Score: Raw -3650598.972281 + Penalty 3359.173710 = -3647239.798571
  nChanged 25
		SP:Iteration 19Q (12560.590000 sec): 3 clusters
  Score: Raw -3650620.712291 + Penalty 3359.173710 = -3647261.538580
  nChanged 31
		SP:Iteration 20F (12560.670000 sec): 3 clusters
  Score: Raw -3650640.548205 + Penalty 3359.173710 = -3647281.374494
  nChanged 20
		SP:Iteration 21Q (12560.730000 sec): 3 clusters
  Score: Raw -3650651.139452 + Penalty 3359.173710 = -3647291.965742
  nChanged 9
		SP:Iteration 22Q (12560.790000 sec): 3 clusters
  Score: Raw -3650656.348869 + Penalty 3359.173710 = -3647297.175159
  nChanged 6
		SP:Iteration 23Q (12560.840000 sec): 3 clusters
  Score: Raw -3650659.723727 + Penalty 3359.173710 = -3647300.550016
  nChanged 7
		SP:Iteration 24Q (12560.900000 sec): 3 clusters
  Score: Raw -3650664.991066 + Penalty 3359.173710 = -3647305.817356
  nChanged 5
		SP:Iteration 25Q (12560.960000 sec): 3 clusters
  Score: Raw -3650667.132214 + Penalty 3359.173710 = -3647307.958504
  nChanged 2
		SP:Iteration 26Q (12561.020000 sec): 3 clusters
  Score: Raw -3650668.875161 + Penalty 3359.173710 = -3647309.701451
  nChanged 1
		SP:Iteration 27Q (12561.080000 sec): 3 clusters
  Score: Raw -3650669.292651 + Penalty 3359.173710 = -3647310.118941
  nChanged 0
		SP:Iteration 28F (12561.160000 sec): 3 clusters
  Score: Raw -3650669.292651 + Penalty 3359.173710 = -3647310.118941
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12561.320000 sec): 2 clusters
  Score: Raw -6523120.308467 + Penalty 1773.982315 = -6521346.326152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12561.470000 sec): 3 clusters
  Score: Raw -6488112.226873 + Penalty 3547.964630 = -6484564.262243
  nChanged 25875
		SP:Iteration 1F (12561.620000 sec): 3 clusters
  Score: Raw -6502653.243455 + Penalty 3547.964630 = -6499105.278825
  nChanged 2159
		SP:Iteration 2Q (12561.780000 sec): 3 clusters
  Score: Raw -6503309.053241 + Penalty 3547.964630 = -6499761.088610
  nChanged 2372
		SP:Iteration 3Q (12561.930000 sec): 3 clusters
  Score: Raw -6504246.079457 + Penalty 3547.964630 = -6500698.114827
  nChanged 2770
		SP:Iteration 4F (12562.080000 sec): 3 clusters
  Score: Raw -6505597.728677 + Penalty 3547.964630 = -6502049.764047
  nChanged 3139
		SP:Iteration 5F (12562.230000 sec): 3 clusters
  Score: Raw -6507272.988728 + Penalty 3547.964630 = -6503725.024097
  nChanged 3268
		SP:Iteration 6F (12562.370000 sec): 3 clusters
  Score: Raw -6509098.668858 + Penalty 3547.964630 = -6505550.704228
  nChanged 3239
		SP:Iteration 7F (12562.520000 sec): 3 clusters
  Score: Raw -6510822.978567 + Penalty 3547.964630 = -6507275.013936
  nChanged 2966
		SP:Iteration 8F (12562.670000 sec): 3 clusters
  Score: Raw -6512300.117452 + Penalty 3547.964630 = -6508752.152821
  nChanged 2619
		SP:Iteration 9Q (12562.820000 sec): 3 clusters
  Score: Raw -6513462.017082 + Penalty 3547.964630 = -6509914.052452
  nChanged 2181
		SP:Iteration 10Q (12562.970000 sec): 3 clusters
  Score: Raw -6514359.825870 + Penalty 3547.964630 = -6510811.861240
  nChanged 1887
		SP:Iteration 11Q (12563.130000 sec): 3 clusters
  Score: Raw -6515112.314532 + Penalty 3547.964630 = -6511564.349902
  nChanged 1747
		SP:Iteration 12Q (12563.270000 sec): 3 clusters
  Score: Raw -6515793.189771 + Penalty 3547.964630 = -6512245.225141
  nChanged 1673
		SP:Iteration 13Q (12563.430000 sec): 3 clusters
  Score: Raw -6516460.920177 + Penalty 3547.964630 = -6512912.955547
  nChanged 1556
		SP:Iteration 14Q (12563.570000 sec): 3 clusters
  Score: Raw -6517050.307453 + Penalty 3547.964630 = -6513502.342823
  nChanged 1416
		SP:Iteration 15Q (12563.720000 sec): 3 clusters
  Score: Raw -6517546.411651 + Penalty 3547.964630 = -6513998.447021
  nChanged 1286
		SP:Iteration 16Q (12563.870000 sec): 3 clusters
  Score: Raw -6517986.584578 + Penalty 3547.964630 = -6514438.619947
  nChanged 1140
		SP:Iteration 17Q (12564.010000 sec): 3 clusters
  Score: Raw -6518372.442825 + Penalty 3547.964630 = -6514824.478195
  nChanged 1060
		SP:Iteration 18Q (12564.150000 sec): 3 clusters
  Score: Raw -6518733.332047 + Penalty 3547.964630 = -6515185.367417
  nChanged 1007
		SP:Iteration 19Q (12564.300000 sec): 3 clusters
  Score: Raw -6519079.773365 + Penalty 3547.964630 = -6515531.808735
  nChanged 939
		SP:Iteration 20F (12564.450000 sec): 3 clusters
  Score: Raw -6519397.727274 + Penalty 3547.964630 = -6515849.762644
  nChanged 895
		SP:Iteration 21Q (12564.590000 sec): 3 clusters
  Score: Raw -6519703.352022 + Penalty 3547.964630 = -6516155.387392
  nChanged 872
		SP:Iteration 22Q (12564.720000 sec): 3 clusters
  Score: Raw -6520002.855884 + Penalty 3547.964630 = -6516454.891253
  nChanged 854
		SP:Iteration 23Q (12564.860000 sec): 3 clusters
  Score: Raw -6520299.228937 + Penalty 3547.964630 = -6516751.264307
  nChanged 833
		SP:Iteration 24Q (12564.990000 sec): 3 clusters
  Score: Raw -6520588.976715 + Penalty 3547.964630 = -6517041.012084
  nChanged 792
		SP:Iteration 25Q (12565.130000 sec): 3 clusters
  Score: Raw -6520866.758795 + Penalty 3547.964630 = -6517318.794164
  nChanged 766
		SP:Iteration 26Q (12565.260000 sec): 3 clusters
  Score: Raw -6521133.048652 + Penalty 3547.964630 = -6517585.084022
  nChanged 715
		SP:Iteration 27Q (12565.390000 sec): 3 clusters
  Score: Raw -6521397.363386 + Penalty 3547.964630 = -6517849.398755
  nChanged 690
		SP:Iteration 28Q (12565.520000 sec): 3 clusters
  Score: Raw -6521637.402264 + Penalty 3547.964630 = -6518089.437634
  nChanged 594
		SP:Iteration 29Q (12565.650000 sec): 3 clusters
  Score: Raw -6521837.256749 + Penalty 3547.964630 = -6518289.292119
  nChanged 516
		SP:Iteration 30Q (12565.780000 sec): 3 clusters
  Score: Raw -6522007.014162 + Penalty 3547.964630 = -6518459.049531
  nChanged 479
		SP:Iteration 31Q (12565.910000 sec): 3 clusters
  Score: Raw -6522162.213467 + Penalty 3547.964630 = -6518614.248836
  nChanged 445
		SP:Iteration 32Q (12566.030000 sec): 3 clusters
  Score: Raw -6522306.601635 + Penalty 3547.964630 = -6518758.637005
  nChanged 421
		SP:Iteration 33Q (12566.150000 sec): 3 clusters
  Score: Raw -6522447.002694 + Penalty 3547.964630 = -6518899.038064
  nChanged 387
		SP:Iteration 34Q (12566.270000 sec): 3 clusters
  Score: Raw -6522586.971020 + Penalty 3547.964630 = -6519039.006389
  nChanged 367
		SP:Iteration 35Q (12566.390000 sec): 3 clusters
  Score: Raw -6522725.031607 + Penalty 3547.964630 = -6519177.066976
  nChanged 315
		SP:Iteration 36Q (12566.510000 sec): 3 clusters
  Score: Raw -6522845.683970 + Penalty 3547.964630 = -6519297.719339
  nChanged 290
		SP:Iteration 37Q (12566.630000 sec): 3 clusters
  Score: Raw -6522950.093128 + Penalty 3547.964630 = -6519402.128498
  nChanged 270
		SP:Iteration 38Q (12566.740000 sec): 3 clusters
  Score: Raw -6523048.443368 + Penalty 3547.964630 = -6519500.478737
  nChanged 239
		SP:Iteration 39Q (12566.850000 sec): 3 clusters
  Score: Raw -6523131.917466 + Penalty 3547.964630 = -6519583.952835
  nChanged 227
		SP:Iteration 40F (12567.000000 sec): 3 clusters
  Score: Raw -6523212.782415 + Penalty 3547.964630 = -6519664.817785
  nChanged 218
		SP:Iteration 41Q (12567.110000 sec): 3 clusters
  Score: Raw -6523289.354423 + Penalty 3547.964630 = -6519741.389793
  nChanged 190
		SP:Iteration 42Q (12567.220000 sec): 3 clusters
  Score: Raw -6523351.814849 + Penalty 3547.964630 = -6519803.850219
  nChanged 151
		SP:Iteration 43Q (12567.330000 sec): 3 clusters
  Score: Raw -6523393.137087 + Penalty 3547.964630 = -6519845.172457
  nChanged 121
		SP:Iteration 44Q (12567.450000 sec): 3 clusters
  Score: Raw -6523424.288650 + Penalty 3547.964630 = -6519876.324020
  nChanged 126
		SP:Iteration 45Q (12567.550000 sec): 3 clusters
  Score: Raw -6523455.245183 + Penalty 3547.964630 = -6519907.280553
  nChanged 97
		SP:Iteration 46Q (12567.670000 sec): 3 clusters
  Score: Raw -6523480.504542 + Penalty 3547.964630 = -6519932.539912
  nChanged 84
		SP:Iteration 47Q (12567.780000 sec): 3 clusters
  Score: Raw -6523506.918540 + Penalty 3547.964630 = -6519958.953910
  nChanged 81
		SP:Iteration 48Q (12567.890000 sec): 3 clusters
  Score: Raw -6523531.961056 + Penalty 3547.964630 = -6519983.996426
  nChanged 74
		SP:Iteration 49Q (12568.000000 sec): 3 clusters
  Score: Raw -6523555.612755 + Penalty 3547.964630 = -6520007.648124
  nChanged 66
		SP:Iteration 50Q (12568.110000 sec): 3 clusters
  Score: Raw -6523575.051397 + Penalty 3547.964630 = -6520027.086767
  nChanged 61
		SP:Iteration 51Q (12568.210000 sec): 3 clusters
  Score: Raw -6523590.949806 + Penalty 3547.964630 = -6520042.985176
  nChanged 44
		SP:Iteration 52Q (12568.320000 sec): 3 clusters
  Score: Raw -6523600.840280 + Penalty 3547.964630 = -6520052.875650
  nChanged 43
		SP:Iteration 53Q (12568.430000 sec): 3 clusters
  Score: Raw -6523608.635166 + Penalty 3547.964630 = -6520060.670536
  nChanged 37
		SP:Iteration 54Q (12568.540000 sec): 3 clusters
  Score: Raw -6523616.338530 + Penalty 3547.964630 = -6520068.373900
  nChanged 36
		SP:Iteration 55Q (12568.650000 sec): 3 clusters
  Score: Raw -6523623.136056 + Penalty 3547.964630 = -6520075.171426
  nChanged 36
		SP:Iteration 56Q (12568.760000 sec): 3 clusters
  Score: Raw -6523632.529729 + Penalty 3547.964630 = -6520084.565098
  nChanged 44
		SP:Iteration 57Q (12568.870000 sec): 3 clusters
  Score: Raw -6523642.851381 + Penalty 3547.964630 = -6520094.886751
  nChanged 40
		SP:Iteration 58Q (12568.970000 sec): 3 clusters
  Score: Raw -6523651.235492 + Penalty 3547.964630 = -6520103.270862
  nChanged 41
		SP:Iteration 59Q (12569.080000 sec): 3 clusters
  Score: Raw -6523660.168852 + Penalty 3547.964630 = -6520112.204222
  nChanged 41
		SP:Iteration 60F (12569.230000 sec): 3 clusters
  Score: Raw -6523668.892011 + Penalty 3547.964630 = -6520120.927380
  nChanged 29
		SP:Iteration 61Q (12569.340000 sec): 3 clusters
  Score: Raw -6523674.890059 + Penalty 3547.964630 = -6520126.925429
  nChanged 34
		SP:Iteration 62Q (12569.450000 sec): 3 clusters
  Score: Raw -6523683.462867 + Penalty 3547.964630 = -6520135.498237
  nChanged 38
		SP:Iteration 63Q (12569.560000 sec): 3 clusters
  Score: Raw -6523694.563456 + Penalty 3547.964630 = -6520146.598826
  nChanged 38
		SP:Iteration 64Q (12569.670000 sec): 3 clusters
  Score: Raw -6523703.767660 + Penalty 3547.964630 = -6520155.803030
  nChanged 32
		SP:Iteration 65Q (12569.780000 sec): 3 clusters
  Score: Raw -6523709.874384 + Penalty 3547.964630 = -6520161.909754
  nChanged 23
		SP:Iteration 66Q (12569.890000 sec): 3 clusters
  Score: Raw -6523713.542205 + Penalty 3547.964630 = -6520165.577574
  nChanged 22
		SP:Iteration 67Q (12569.990000 sec): 3 clusters
  Score: Raw -6523717.586816 + Penalty 3547.964630 = -6520169.622185
  nChanged 22
		SP:Iteration 68Q (12570.100000 sec): 3 clusters
  Score: Raw -6523722.887687 + Penalty 3547.964630 = -6520174.923057
  nChanged 17
		SP:Iteration 69Q (12570.210000 sec): 3 clusters
  Score: Raw -6523726.112707 + Penalty 3547.964630 = -6520178.148077
  nChanged 18
		SP:Iteration 70Q (12570.320000 sec): 3 clusters
  Score: Raw -6523729.453576 + Penalty 3547.964630 = -6520181.488945
  nChanged 14
		SP:Iteration 71Q (12570.430000 sec): 3 clusters
  Score: Raw -6523731.448668 + Penalty 3547.964630 = -6520183.484038
  nChanged 5
		SP:Iteration 72Q (12570.540000 sec): 3 clusters
  Score: Raw -6523732.326197 + Penalty 3547.964630 = -6520184.361567
  nChanged 7
		SP:Iteration 73Q (12570.650000 sec): 3 clusters
  Score: Raw -6523733.636633 + Penalty 3547.964630 = -6520185.672002
  nChanged 13
		SP:Iteration 74Q (12570.750000 sec): 3 clusters
  Score: Raw -6523736.080430 + Penalty 3547.964630 = -6520188.115799
  nChanged 13
		SP:Iteration 75Q (12570.870000 sec): 3 clusters
  Score: Raw -6523738.145940 + Penalty 3547.964630 = -6520190.181309
  nChanged 8
		SP:Iteration 76Q (12570.970000 sec): 3 clusters
  Score: Raw -6523739.317033 + Penalty 3547.964630 = -6520191.352403
  nChanged 5
		SP:Iteration 77Q (12571.090000 sec): 3 clusters
  Score: Raw -6523739.990903 + Penalty 3547.964630 = -6520192.026273
  nChanged 4
		SP:Iteration 78Q (12571.190000 sec): 3 clusters
  Score: Raw -6523740.834924 + Penalty 3547.964630 = -6520192.870293
  nChanged 3
		SP:Iteration 79Q (12571.310000 sec): 3 clusters
  Score: Raw -6523741.234575 + Penalty 3547.964630 = -6520193.269944
  nChanged 3
		SP:Iteration 80F (12571.450000 sec): 3 clusters
  Score: Raw -6523741.609374 + Penalty 3547.964630 = -6520193.644744
  nChanged 2
		SP:Iteration 81Q (12571.560000 sec): 3 clusters
  Score: Raw -6523742.031047 + Penalty 3547.964630 = -6520194.066417
  nChanged 0
		SP:Iteration 82F (12571.710000 sec): 3 clusters
  Score: Raw -6523742.031047 + Penalty 3547.964630 = -6520194.066417
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12571.750000 sec): 2 clusters
  Score: Raw -80690.501040 + Penalty 1086.046154 = -79604.454886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12571.750000 sec): 3 clusters
  Score: Raw -80482.020066 + Penalty 2172.092307 = -78309.927759
  nChanged 233
		SP:Iteration 1F (12571.750000 sec): 3 clusters
  Score: Raw -80792.876803 + Penalty 2172.092307 = -78620.784496
  nChanged 58
		SP:Iteration 2F (12571.760000 sec): 3 clusters
  Score: Raw -80888.354580 + Penalty 2172.092307 = -78716.262273
  nChanged 37
		SP:Iteration 3Q (12571.760000 sec): 3 clusters
  Score: Raw -80955.851809 + Penalty 2172.092307 = -78783.759502
  nChanged 30
		SP:Iteration 4Q (12571.760000 sec): 3 clusters
  Score: Raw -81020.908437 + Penalty 2172.092307 = -78848.816130
  nChanged 30
		SP:Iteration 5Q (12571.760000 sec): 3 clusters
  Score: Raw -81067.517232 + Penalty 2172.092307 = -78895.424924
  nChanged 25
		SP:Iteration 6Q (12571.770000 sec): 3 clusters
  Score: Raw -81112.842390 + Penalty 2172.092307 = -78940.750083
  nChanged 17
		SP:Iteration 7Q (12571.770000 sec): 3 clusters
  Score: Raw -81143.858750 + Penalty 2172.092307 = -78971.766443
  nChanged 12
		SP:Iteration 8Q (12571.770000 sec): 3 clusters
  Score: Raw -81161.463540 + Penalty 2172.092307 = -78989.371232
  nChanged 2
		SP:Iteration 9Q (12571.770000 sec): 3 clusters
  Score: Raw -81166.557829 + Penalty 2172.092307 = -78994.465522
  nChanged 5
		SP:Iteration 10Q (12571.770000 sec): 3 clusters
  Score: Raw -81178.767188 + Penalty 2172.092307 = -79006.674881
  nChanged 8
		SP:Iteration 11Q (12571.770000 sec): 3 clusters
  Score: Raw -81194.845830 + Penalty 2172.092307 = -79022.753523
  nChanged 12
		SP:Iteration 12Q (12571.780000 sec): 3 clusters
  Score: Raw -81220.171402 + Penalty 2172.092307 = -79048.079095
  nChanged 11
		SP:Iteration 13Q (12571.780000 sec): 3 clusters
  Score: Raw -81242.611951 + Penalty 2172.092307 = -79070.519644
  nChanged 8
		SP:Iteration 14Q (12571.780000 sec): 3 clusters
  Score: Raw -81259.610993 + Penalty 2172.092307 = -79087.518685
  nChanged 4
		SP:Iteration 15Q (12571.780000 sec): 3 clusters
  Score: Raw -81267.900784 + Penalty 2172.092307 = -79095.808477
  nChanged 3
		SP:Iteration 16Q (12571.780000 sec): 3 clusters
  Score: Raw -81270.645316 + Penalty 2172.092307 = -79098.553009
  nChanged 2
		SP:Iteration 17Q (12571.790000 sec): 3 clusters
  Score: Raw -81273.398765 + Penalty 2172.092307 = -79101.306458
  nChanged 2
		SP:Iteration 18Q (12571.790000 sec): 3 clusters
  Score: Raw -81277.090303 + Penalty 2172.092307 = -79104.997996
  nChanged 1
		SP:Iteration 19Q (12571.790000 sec): 3 clusters
  Score: Raw -81277.679074 + Penalty 2172.092307 = -79105.586767
  nChanged 0
		SP:Iteration 20F (12571.790000 sec): 3 clusters
  Score: Raw -81277.679074 + Penalty 2172.092307 = -79105.586767
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12571.800000 sec): 2 clusters
  Score: Raw -272762.984457 + Penalty 1260.798588 = -271502.185869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12571.810000 sec): 3 clusters
  Score: Raw -271727.325641 + Penalty 2521.597177 = -269205.728464
  nChanged 856
		SP:Iteration 1F (12571.810000 sec): 3 clusters
  Score: Raw -272253.176859 + Penalty 2521.597177 = -269731.579682
  nChanged 172
		SP:Iteration 2F (12571.820000 sec): 3 clusters
  Score: Raw -272355.093825 + Penalty 2521.597177 = -269833.496648
  nChanged 97
		SP:Iteration 3Q (12571.830000 sec): 3 clusters
  Score: Raw -272417.632593 + Penalty 2521.597177 = -269896.035416
  nChanged 73
		SP:Iteration 4Q (12571.830000 sec): 3 clusters
  Score: Raw -272471.350325 + Penalty 2521.597177 = -269949.753148
  nChanged 72
		SP:Iteration 5Q (12571.830000 sec): 3 clusters
  Score: Raw -272520.106563 + Penalty 2521.597177 = -269998.509386
  nChanged 73
		SP:Iteration 6Q (12571.840000 sec): 3 clusters
  Score: Raw -272579.157621 + Penalty 2521.597177 = -270057.560445
  nChanged 65
		SP:Iteration 7Q (12571.840000 sec): 3 clusters
  Score: Raw -272623.172985 + Penalty 2521.597177 = -270101.575808
  nChanged 43
		SP:Iteration 8Q (12571.850000 sec): 3 clusters
  Score: Raw -272653.596723 + Penalty 2521.597177 = -270131.999547
  nChanged 46
		SP:Iteration 9Q (12571.850000 sec): 3 clusters
  Score: Raw -272683.862855 + Penalty 2521.597177 = -270162.265678
  nChanged 41
		SP:Iteration 10Q (12571.860000 sec): 3 clusters
  Score: Raw -272710.682800 + Penalty 2521.597177 = -270189.085623
  nChanged 39
		SP:Iteration 11Q (12571.870000 sec): 3 clusters
  Score: Raw -272733.388981 + Penalty 2521.597177 = -270211.791804
  nChanged 28
		SP:Iteration 12Q (12571.870000 sec): 3 clusters
  Score: Raw -272749.976314 + Penalty 2521.597177 = -270228.379137
  nChanged 24
		SP:Iteration 13Q (12571.880000 sec): 3 clusters
  Score: Raw -272761.514687 + Penalty 2521.597177 = -270239.917511
  nChanged 16
		SP:Iteration 14Q (12571.880000 sec): 3 clusters
  Score: Raw -272770.932624 + Penalty 2521.597177 = -270249.335447
  nChanged 10
		SP:Iteration 15Q (12571.890000 sec): 3 clusters
  Score: Raw -272776.380544 + Penalty 2521.597177 = -270254.783367
  nChanged 10
		SP:Iteration 16Q (12571.890000 sec): 3 clusters
  Score: Raw -272781.432499 + Penalty 2521.597177 = -270259.835322
  nChanged 6
		SP:Iteration 17Q (12571.900000 sec): 3 clusters
  Score: Raw -272785.664748 + Penalty 2521.597177 = -270264.067572
  nChanged 11
		SP:Iteration 18Q (12571.910000 sec): 3 clusters
  Score: Raw -272789.987909 + Penalty 2521.597177 = -270268.390732
  nChanged 7
		SP:Iteration 19Q (12571.910000 sec): 3 clusters
  Score: Raw -272793.513795 + Penalty 2521.597177 = -270271.916618
  nChanged 2
		SP:Iteration 20F (12571.920000 sec): 3 clusters
  Score: Raw -272793.994079 + Penalty 2521.597177 = -270272.396902
  nChanged 1
		SP:Iteration 21Q (12571.920000 sec): 3 clusters
  Score: Raw -272794.134382 + Penalty 2521.597177 = -270272.537205
  nChanged 0
		SP:Iteration 22F (12571.930000 sec): 3 clusters
  Score: Raw -272794.134382 + Penalty 2521.597177 = -270272.537205
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12571.940000 sec): 2 clusters
  Score: Raw -322224.329338 + Penalty 1304.358831 = -320919.970507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12571.950000 sec): 3 clusters
  Score: Raw -320741.364979 + Penalty 2608.717662 = -318132.647317
  nChanged 1153
		SP:Iteration 1F (12571.960000 sec): 3 clusters
  Score: Raw -321399.975671 + Penalty 2608.717662 = -318791.258009
  nChanged 231
		SP:Iteration 2F (12571.960000 sec): 3 clusters
  Score: Raw -321548.893559 + Penalty 2608.717662 = -318940.175896
  nChanged 172
		SP:Iteration 3F (12571.970000 sec): 3 clusters
  Score: Raw -321666.180822 + Penalty 2608.717662 = -319057.463160
  nChanged 153
		SP:Iteration 4Q (12571.980000 sec): 3 clusters
  Score: Raw -321773.318035 + Penalty 2608.717662 = -319164.600373
  nChanged 136
		SP:Iteration 5Q (12571.990000 sec): 3 clusters
  Score: Raw -321861.196891 + Penalty 2608.717662 = -319252.479229
  nChanged 106
		SP:Iteration 6Q (12571.990000 sec): 3 clusters
  Score: Raw -321935.887515 + Penalty 2608.717662 = -319327.169852
  nChanged 96
		SP:Iteration 7Q (12572.000000 sec): 3 clusters
  Score: Raw -322006.454430 + Penalty 2608.717662 = -319397.736768
  nChanged 94
		SP:Iteration 8Q (12572.010000 sec): 3 clusters
  Score: Raw -322060.724861 + Penalty 2608.717662 = -319452.007199
  nChanged 71
		SP:Iteration 9Q (12572.020000 sec): 3 clusters
  Score: Raw -322106.569734 + Penalty 2608.717662 = -319497.852072
  nChanged 54
		SP:Iteration 10Q (12572.030000 sec): 3 clusters
  Score: Raw -322140.485241 + Penalty 2608.717662 = -319531.767579
  nChanged 56
		SP:Iteration 11Q (12572.030000 sec): 3 clusters
  Score: Raw -322173.760105 + Penalty 2608.717662 = -319565.042443
  nChanged 51
		SP:Iteration 12Q (12572.040000 sec): 3 clusters
  Score: Raw -322202.710412 + Penalty 2608.717662 = -319593.992750
  nChanged 40
		SP:Iteration 13Q (12572.050000 sec): 3 clusters
  Score: Raw -322225.754687 + Penalty 2608.717662 = -319617.037024
  nChanged 37
		SP:Iteration 14Q (12572.050000 sec): 3 clusters
  Score: Raw -322241.572076 + Penalty 2608.717662 = -319632.854414
  nChanged 23
		SP:Iteration 15Q (12572.060000 sec): 3 clusters
  Score: Raw -322250.175511 + Penalty 2608.717662 = -319641.457848
  nChanged 25
		SP:Iteration 16Q (12572.070000 sec): 3 clusters
  Score: Raw -322259.939545 + Penalty 2608.717662 = -319651.221883
  nChanged 22
		SP:Iteration 17Q (12572.080000 sec): 3 clusters
  Score: Raw -322266.807002 + Penalty 2608.717662 = -319658.089339
  nChanged 11
		SP:Iteration 18Q (12572.090000 sec): 3 clusters
  Score: Raw -322269.409588 + Penalty 2608.717662 = -319660.691926
  nChanged 5
		SP:Iteration 19Q (12572.090000 sec): 3 clusters
  Score: Raw -322271.020709 + Penalty 2608.717662 = -319662.303047
  nChanged 4
		SP:Iteration 20F (12572.100000 sec): 3 clusters
  Score: Raw -322273.107946 + Penalty 2608.717662 = -319664.390284
  nChanged 7
		SP:Iteration 21Q (12572.110000 sec): 3 clusters
  Score: Raw -322275.514156 + Penalty 2608.717662 = -319666.796494
  nChanged 6
		SP:Iteration 22Q (12572.110000 sec): 3 clusters
  Score: Raw -322277.608908 + Penalty 2608.717662 = -319668.891246
  nChanged 8
		SP:Iteration 23Q (12572.120000 sec): 3 clusters
  Score: Raw -322280.636173 + Penalty 2608.717662 = -319671.918511
  nChanged 5
		SP:Iteration 24Q (12572.130000 sec): 3 clusters
  Score: Raw -322282.308094 + Penalty 2608.717662 = -319673.590431
  nChanged 8
		SP:Iteration 25Q (12572.140000 sec): 3 clusters
  Score: Raw -322284.655131 + Penalty 2608.717662 = -319675.937468
  nChanged 8
		SP:Iteration 26Q (12572.140000 sec): 3 clusters
  Score: Raw -322286.591621 + Penalty 2608.717662 = -319677.873959
  nChanged 7
		SP:Iteration 27Q (12572.150000 sec): 3 clusters
  Score: Raw -322289.741891 + Penalty 2608.717662 = -319681.024229
  nChanged 11
		SP:Iteration 28Q (12572.160000 sec): 3 clusters
  Score: Raw -322294.322880 + Penalty 2608.717662 = -319685.605217
  nChanged 11
		SP:Iteration 29Q (12572.170000 sec): 3 clusters
  Score: Raw -322299.863952 + Penalty 2608.717662 = -319691.146290
  nChanged 13
		SP:Iteration 30Q (12572.170000 sec): 3 clusters
  Score: Raw -322306.072782 + Penalty 2608.717662 = -319697.355119
  nChanged 10
		SP:Iteration 31Q (12572.180000 sec): 3 clusters
  Score: Raw -322309.324742 + Penalty 2608.717662 = -319700.607080
  nChanged 4
		SP:Iteration 32Q (12572.190000 sec): 3 clusters
  Score: Raw -322311.113670 + Penalty 2608.717662 = -319702.396008
  nChanged 5
		SP:Iteration 33Q (12572.190000 sec): 3 clusters
  Score: Raw -322312.725694 + Penalty 2608.717662 = -319704.008031
  nChanged 4
		SP:Iteration 34Q (12572.200000 sec): 3 clusters
  Score: Raw -322314.381509 + Penalty 2608.717662 = -319705.663847
  nChanged 5
		SP:Iteration 35Q (12572.210000 sec): 3 clusters
  Score: Raw -322315.526406 + Penalty 2608.717662 = -319706.808743
  nChanged 2
		SP:Iteration 36Q (12572.220000 sec): 3 clusters
  Score: Raw -322315.893214 + Penalty 2608.717662 = -319707.175552
  nChanged 2
		SP:Iteration 37Q (12572.230000 sec): 3 clusters
  Score: Raw -322316.066877 + Penalty 2608.717662 = -319707.349215
  nChanged 0
		SP:Iteration 38F (12572.230000 sec): 3 clusters
  Score: Raw -322316.066877 + Penalty 2608.717662 = -319707.349215
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12572.270000 sec): 2 clusters
  Score: Raw -1164966.542839 + Penalty 1497.846119 = -1163468.696720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12572.290000 sec): 3 clusters
  Score: Raw -1159358.973923 + Penalty 2995.692237 = -1156363.281686
  nChanged 4271
		SP:Iteration 1F (12572.320000 sec): 3 clusters
  Score: Raw -1161573.110164 + Penalty 2995.692237 = -1158577.417927
  nChanged 659
		SP:Iteration 2F (12572.350000 sec): 3 clusters
  Score: Raw -1161855.295962 + Penalty 2995.692237 = -1158859.603725
  nChanged 520
		SP:Iteration 3F (12572.370000 sec): 3 clusters
  Score: Raw -1162109.011106 + Penalty 2995.692237 = -1159113.318869
  nChanged 577
		SP:Iteration 4F (12572.390000 sec): 3 clusters
  Score: Raw -1162431.518658 + Penalty 2995.692237 = -1159435.826421
  nChanged 600
		SP:Iteration 5F (12572.420000 sec): 3 clusters
  Score: Raw -1162801.355928 + Penalty 2995.692237 = -1159805.663691
  nChanged 627
		SP:Iteration 6F (12572.450000 sec): 3 clusters
  Score: Raw -1163206.224644 + Penalty 2995.692237 = -1160210.532406
  nChanged 589
		SP:Iteration 7F (12572.470000 sec): 3 clusters
  Score: Raw -1163587.916284 + Penalty 2995.692237 = -1160592.224047
  nChanged 490
		SP:Iteration 8Q (12572.500000 sec): 3 clusters
  Score: Raw -1163899.809236 + Penalty 2995.692237 = -1160904.116998
  nChanged 387
		SP:Iteration 9Q (12572.530000 sec): 3 clusters
  Score: Raw -1164136.869447 + Penalty 2995.692237 = -1161141.177210
  nChanged 335
		SP:Iteration 10Q (12572.550000 sec): 3 clusters
  Score: Raw -1164341.674095 + Penalty 2995.692237 = -1161345.981858
  nChanged 269
		SP:Iteration 11Q (12572.580000 sec): 3 clusters
  Score: Raw -1164514.517073 + Penalty 2995.692237 = -1161518.824836
  nChanged 190
		SP:Iteration 12Q (12572.600000 sec): 3 clusters
  Score: Raw -1164642.580781 + Penalty 2995.692237 = -1161646.888544
  nChanged 174
		SP:Iteration 13Q (12572.630000 sec): 3 clusters
  Score: Raw -1164783.043611 + Penalty 2995.692237 = -1161787.351374
  nChanged 175
		SP:Iteration 14Q (12572.650000 sec): 3 clusters
  Score: Raw -1164919.549975 + Penalty 2995.692237 = -1161923.857738
  nChanged 121
		SP:Iteration 15Q (12572.680000 sec): 3 clusters
  Score: Raw -1165024.994039 + Penalty 2995.692237 = -1162029.301801
  nChanged 109
		SP:Iteration 16Q (12572.700000 sec): 3 clusters
  Score: Raw -1165118.628875 + Penalty 2995.692237 = -1162122.936638
  nChanged 93
		SP:Iteration 17Q (12572.730000 sec): 3 clusters
  Score: Raw -1165213.434635 + Penalty 2995.692237 = -1162217.742398
  nChanged 92
		SP:Iteration 18Q (12572.750000 sec): 3 clusters
  Score: Raw -1165319.671276 + Penalty 2995.692237 = -1162323.979039
  nChanged 78
		SP:Iteration 19Q (12572.770000 sec): 3 clusters
  Score: Raw -1165400.023932 + Penalty 2995.692237 = -1162404.331695
  nChanged 70
		SP:Iteration 20F (12572.790000 sec): 3 clusters
  Score: Raw -1165482.257295 + Penalty 2995.692237 = -1162486.565058
  nChanged 64
		SP:Iteration 21Q (12572.810000 sec): 3 clusters
  Score: Raw -1165556.697909 + Penalty 2995.692237 = -1162561.005672
  nChanged 57
		SP:Iteration 22Q (12572.830000 sec): 3 clusters
  Score: Raw -1165627.741303 + Penalty 2995.692237 = -1162632.049066
  nChanged 62
		SP:Iteration 23Q (12572.850000 sec): 3 clusters
  Score: Raw -1165695.071378 + Penalty 2995.692237 = -1162699.379141
  nChanged 52
		SP:Iteration 24Q (12572.870000 sec): 3 clusters
  Score: Raw -1165736.698756 + Penalty 2995.692237 = -1162741.006519
  nChanged 38
		SP:Iteration 25Q (12572.890000 sec): 3 clusters
  Score: Raw -1165758.497495 + Penalty 2995.692237 = -1162762.805258
  nChanged 31
		SP:Iteration 26Q (12572.910000 sec): 3 clusters
  Score: Raw -1165773.556716 + Penalty 2995.692237 = -1162777.864479
  nChanged 20
		SP:Iteration 27Q (12572.930000 sec): 3 clusters
  Score: Raw -1165780.073206 + Penalty 2995.692237 = -1162784.380969
  nChanged 13
		SP:Iteration 28Q (12572.950000 sec): 3 clusters
  Score: Raw -1165784.401723 + Penalty 2995.692237 = -1162788.709486
  nChanged 11
		SP:Iteration 29Q (12572.970000 sec): 3 clusters
  Score: Raw -1165789.101807 + Penalty 2995.692237 = -1162793.409570
  nChanged 7
		SP:Iteration 30Q (12572.990000 sec): 3 clusters
  Score: Raw -1165790.975012 + Penalty 2995.692237 = -1162795.282775
  nChanged 4
		SP:Iteration 31Q (12573.000000 sec): 3 clusters
  Score: Raw -1165792.083826 + Penalty 2995.692237 = -1162796.391589
  nChanged 5
		SP:Iteration 32Q (12573.020000 sec): 3 clusters
  Score: Raw -1165793.269069 + Penalty 2995.692237 = -1162797.576831
  nChanged 4
		SP:Iteration 33Q (12573.040000 sec): 3 clusters
  Score: Raw -1165794.267605 + Penalty 2995.692237 = -1162798.575368
  nChanged 2
		SP:Iteration 34Q (12573.060000 sec): 3 clusters
  Score: Raw -1165794.683674 + Penalty 2995.692237 = -1162798.991437
  nChanged 3
		SP:Iteration 35Q (12573.080000 sec): 3 clusters
  Score: Raw -1165795.449453 + Penalty 2995.692237 = -1162799.757215
  nChanged 2
		SP:Iteration 36Q (12573.100000 sec): 3 clusters
  Score: Raw -1165795.951315 + Penalty 2995.692237 = -1162800.259078
  nChanged 1
		SP:Iteration 37Q (12573.110000 sec): 3 clusters
  Score: Raw -1165796.131654 + Penalty 2995.692237 = -1162800.439417
  nChanged 0
		SP:Iteration 38F (12573.140000 sec): 3 clusters
  Score: Raw -1165796.131654 + Penalty 2995.692237 = -1162800.439417
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12573.150000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12573.150000 sec): 3 clusters
  Score: Raw -30410.571307 + Penalty 1831.306621 = -28579.264686
  nChanged 46
		SP:Iteration 1F (12573.150000 sec): 3 clusters
  Score: Raw -30547.574610 + Penalty 1831.306621 = -28716.267989
  nChanged 16
		SP:Iteration 2F (12573.150000 sec): 3 clusters
  Score: Raw -30614.051419 + Penalty 1831.306621 = -28782.744798
  nChanged 8
		SP:Iteration 3Q (12573.150000 sec): 3 clusters
  Score: Raw -30649.970409 + Penalty 1831.306621 = -28818.663788
  nChanged 11
		SP:Iteration 4Q (12573.150000 sec): 3 clusters
  Score: Raw -30694.966156 + Penalty 1831.306621 = -28863.659535
  nChanged 2
		SP:Iteration 5Q (12573.150000 sec): 3 clusters
  Score: Raw -30702.969240 + Penalty 1831.306621 = -28871.662619
  nChanged 1
		SP:Iteration 6Q (12573.150000 sec): 3 clusters
  Score: Raw -30709.026765 + Penalty 1831.306621 = -28877.720144
  nChanged 3
		SP:Iteration 7Q (12573.150000 sec): 3 clusters
  Score: Raw -30718.842223 + Penalty 1831.306621 = -28887.535602
  nChanged 2
		SP:Iteration 8Q (12573.160000 sec): 3 clusters
  Score: Raw -30723.729335 + Penalty 1831.306621 = -28892.422714
  nChanged 1
		SP:Iteration 9Q (12573.160000 sec): 3 clusters
  Score: Raw -30725.824048 + Penalty 1831.306621 = -28894.517427
  nChanged 1
		SP:Iteration 10Q (12573.160000 sec): 3 clusters
  Score: Raw -30732.741440 + Penalty 1831.306621 = -28901.434819
  nChanged 1
		SP:Iteration 11Q (12573.160000 sec): 3 clusters
  Score: Raw -30736.365897 + Penalty 1831.306621 = -28905.059276
  nChanged 0
		SP:Iteration 12F (12573.160000 sec): 3 clusters
  Score: Raw -30736.365897 + Penalty 1831.306621 = -28905.059276
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12573.160000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12573.170000 sec): 3 clusters
  Score: Raw -51850.324080 + Penalty 2005.802694 = -49844.521386
  nChanged 121
		SP:Iteration 1F (12573.170000 sec): 3 clusters
  Score: Raw -52044.235741 + Penalty 2005.802694 = -50038.433047
  nChanged 37
		SP:Iteration 2F (12573.170000 sec): 3 clusters
  Score: Raw -52107.837106 + Penalty 2005.802694 = -50102.034411
  nChanged 16
		SP:Iteration 3Q (12573.170000 sec): 3 clusters
  Score: Raw -52135.257657 + Penalty 2005.802694 = -50129.454963
  nChanged 9
		SP:Iteration 4Q (12573.170000 sec): 3 clusters
  Score: Raw -52158.313293 + Penalty 2005.802694 = -50152.510599
  nChanged 7
		SP:Iteration 5Q (12573.170000 sec): 3 clusters
  Score: Raw -52177.211385 + Penalty 2005.802694 = -50171.408691
  nChanged 8
		SP:Iteration 6Q (12573.170000 sec): 3 clusters
  Score: Raw -52207.341060 + Penalty 2005.802694 = -50201.538366
  nChanged 9
		SP:Iteration 7Q (12573.170000 sec): 3 clusters
  Score: Raw -52224.125553 + Penalty 2005.802694 = -50218.322858
  nChanged 4
		SP:Iteration 8Q (12573.170000 sec): 3 clusters
  Score: Raw -52229.993903 + Penalty 2005.802694 = -50224.191209
  nChanged 0
		SP:Iteration 9F (12573.170000 sec): 3 clusters
  Score: Raw -52229.993903 + Penalty 2005.802694 = -50224.191209
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12573.190000 sec): 2 clusters
  Score: Raw -410376.625834 + Penalty 1336.077671 = -409040.548163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12573.200000 sec): 3 clusters
  Score: Raw -408539.968347 + Penalty 2672.155342 = -405867.813005
  nChanged 1438
		SP:Iteration 1F (12573.210000 sec): 3 clusters
  Score: Raw -409317.342285 + Penalty 2672.155342 = -406645.186943
  nChanged 272
		SP:Iteration 2F (12573.220000 sec): 3 clusters
  Score: Raw -409466.732796 + Penalty 2672.155342 = -406794.577454
  nChanged 207
		SP:Iteration 3F (12573.230000 sec): 3 clusters
  Score: Raw -409587.148062 + Penalty 2672.155342 = -406914.992720
  nChanged 170
		SP:Iteration 4Q (12573.240000 sec): 3 clusters
  Score: Raw -409687.960947 + Penalty 2672.155342 = -407015.805605
  nChanged 148
		SP:Iteration 5Q (12573.250000 sec): 3 clusters
  Score: Raw -409765.112518 + Penalty 2672.155342 = -407092.957175
  nChanged 128
		SP:Iteration 6Q (12573.250000 sec): 3 clusters
  Score: Raw -409835.350094 + Penalty 2672.155342 = -407163.194752
  nChanged 119
		SP:Iteration 7Q (12573.260000 sec): 3 clusters
  Score: Raw -409896.174276 + Penalty 2672.155342 = -407224.018934
  nChanged 107
		SP:Iteration 8Q (12573.270000 sec): 3 clusters
  Score: Raw -409957.293379 + Penalty 2672.155342 = -407285.138037
  nChanged 104
		SP:Iteration 9Q (12573.280000 sec): 3 clusters
  Score: Raw -410014.588010 + Penalty 2672.155342 = -407342.432668
  nChanged 111
		SP:Iteration 10Q (12573.290000 sec): 3 clusters
  Score: Raw -410069.274213 + Penalty 2672.155342 = -407397.118871
  nChanged 94
		SP:Iteration 11Q (12573.300000 sec): 3 clusters
  Score: Raw -410124.118699 + Penalty 2672.155342 = -407451.963357
  nChanged 114
		SP:Iteration 12Q (12573.310000 sec): 3 clusters
  Score: Raw -410195.563014 + Penalty 2672.155342 = -407523.407672
  nChanged 108
		SP:Iteration 13Q (12573.320000 sec): 3 clusters
  Score: Raw -410260.301648 + Penalty 2672.155342 = -407588.146306
  nChanged 97
		SP:Iteration 14Q (12573.330000 sec): 3 clusters
  Score: Raw -410305.559099 + Penalty 2672.155342 = -407633.403756
  nChanged 56
		SP:Iteration 15Q (12573.340000 sec): 3 clusters
  Score: Raw -410328.679212 + Penalty 2672.155342 = -407656.523870
  nChanged 54
		SP:Iteration 16Q (12573.350000 sec): 3 clusters
  Score: Raw -410349.467166 + Penalty 2672.155342 = -407677.311823
  nChanged 44
		SP:Iteration 17Q (12573.350000 sec): 3 clusters
  Score: Raw -410367.537311 + Penalty 2672.155342 = -407695.381969
  nChanged 36
		SP:Iteration 18Q (12573.360000 sec): 3 clusters
  Score: Raw -410380.750522 + Penalty 2672.155342 = -407708.595180
  nChanged 29
		SP:Iteration 19Q (12573.370000 sec): 3 clusters
  Score: Raw -410389.716951 + Penalty 2672.155342 = -407717.561609
  nChanged 27
		SP:Iteration 20F (12573.380000 sec): 3 clusters
  Score: Raw -410399.490912 + Penalty 2672.155342 = -407727.335570
  nChanged 26
		SP:Iteration 21Q (12573.390000 sec): 3 clusters
  Score: Raw -410408.955493 + Penalty 2672.155342 = -407736.800151
  nChanged 21
		SP:Iteration 22Q (12573.400000 sec): 3 clusters
  Score: Raw -410416.094404 + Penalty 2672.155342 = -407743.939062
  nChanged 18
		SP:Iteration 23Q (12573.410000 sec): 3 clusters
  Score: Raw -410420.962452 + Penalty 2672.155342 = -407748.807110
  nChanged 20
		SP:Iteration 24Q (12573.420000 sec): 3 clusters
  Score: Raw -410427.344131 + Penalty 2672.155342 = -407755.188789
  nChanged 21
		SP:Iteration 25Q (12573.430000 sec): 3 clusters
  Score: Raw -410434.256804 + Penalty 2672.155342 = -407762.101462
  nChanged 15
		SP:Iteration 26Q (12573.430000 sec): 3 clusters
  Score: Raw -410438.673620 + Penalty 2672.155342 = -407766.518278
  nChanged 11
		SP:Iteration 27Q (12573.450000 sec): 3 clusters
  Score: Raw -410442.512407 + Penalty 2672.155342 = -407770.357064
  nChanged 9
		SP:Iteration 28Q (12573.450000 sec): 3 clusters
  Score: Raw -410444.918117 + Penalty 2672.155342 = -407772.762775
  nChanged 11
		SP:Iteration 29Q (12573.460000 sec): 3 clusters
  Score: Raw -410449.420566 + Penalty 2672.155342 = -407777.265224
  nChanged 12
		SP:Iteration 30Q (12573.470000 sec): 3 clusters
  Score: Raw -410452.286098 + Penalty 2672.155342 = -407780.130756
  nChanged 4
		SP:Iteration 31Q (12573.480000 sec): 3 clusters
  Score: Raw -410453.727556 + Penalty 2672.155342 = -407781.572214
  nChanged 4
		SP:Iteration 32Q (12573.490000 sec): 3 clusters
  Score: Raw -410454.391640 + Penalty 2672.155342 = -407782.236298
  nChanged 4
		SP:Iteration 33Q (12573.500000 sec): 3 clusters
  Score: Raw -410455.196608 + Penalty 2672.155342 = -407783.041266
  nChanged 1
		SP:Iteration 34Q (12573.510000 sec): 3 clusters
  Score: Raw -410455.404367 + Penalty 2672.155342 = -407783.249025
  nChanged 2
		SP:Iteration 35Q (12573.510000 sec): 3 clusters
  Score: Raw -410456.205570 + Penalty 2672.155342 = -407784.050228
  nChanged 1
		SP:Iteration 36Q (12573.530000 sec): 3 clusters
  Score: Raw -410456.398159 + Penalty 2672.155342 = -407784.242817
  nChanged 1
		SP:Iteration 37Q (12573.530000 sec): 3 clusters
  Score: Raw -410456.536064 + Penalty 2672.155342 = -407784.380722
  nChanged 0
		SP:Iteration 38F (12573.540000 sec): 3 clusters
  Score: Raw -410456.536064 + Penalty 2672.155342 = -407784.380722
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12573.570000 sec): 2 clusters
  Score: Raw -730845.247472 + Penalty 1423.190937 = -729422.056535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12573.580000 sec): 3 clusters
  Score: Raw -727437.546044 + Penalty 2846.381874 = -724591.164171
  nChanged 2616
		SP:Iteration 1F (12573.600000 sec): 3 clusters
  Score: Raw -728820.913001 + Penalty 2846.381874 = -725974.531128
  nChanged 412
		SP:Iteration 2F (12573.610000 sec): 3 clusters
  Score: Raw -729012.139471 + Penalty 2846.381874 = -726165.757598
  nChanged 320
		SP:Iteration 3F (12573.630000 sec): 3 clusters
  Score: Raw -729157.421858 + Penalty 2846.381874 = -726311.039985
  nChanged 244
		SP:Iteration 4Q (12573.650000 sec): 3 clusters
  Score: Raw -729272.116766 + Penalty 2846.381874 = -726425.734893
  nChanged 243
		SP:Iteration 5Q (12573.660000 sec): 3 clusters
  Score: Raw -729396.320114 + Penalty 2846.381874 = -726549.938240
  nChanged 246
		SP:Iteration 6Q (12573.670000 sec): 3 clusters
  Score: Raw -729519.455905 + Penalty 2846.381874 = -726673.074032
  nChanged 255
		SP:Iteration 7Q (12573.690000 sec): 3 clusters
  Score: Raw -729663.172379 + Penalty 2846.381874 = -726816.790505
  nChanged 294
		SP:Iteration 8Q (12573.710000 sec): 3 clusters
  Score: Raw -729828.158759 + Penalty 2846.381874 = -726981.776886
  nChanged 277
		SP:Iteration 9Q (12573.720000 sec): 3 clusters
  Score: Raw -730004.520008 + Penalty 2846.381874 = -727158.138135
  nChanged 317
		SP:Iteration 10Q (12573.740000 sec): 3 clusters
  Score: Raw -730215.304517 + Penalty 2846.381874 = -727368.922644
  nChanged 299
		SP:Iteration 11Q (12573.750000 sec): 3 clusters
  Score: Raw -730416.383347 + Penalty 2846.381874 = -727570.001473
  nChanged 232
		SP:Iteration 12Q (12573.770000 sec): 3 clusters
  Score: Raw -730561.171077 + Penalty 2846.381874 = -727714.789204
  nChanged 186
		SP:Iteration 13Q (12573.790000 sec): 3 clusters
  Score: Raw -730668.729930 + Penalty 2846.381874 = -727822.348056
  nChanged 141
		SP:Iteration 14Q (12573.800000 sec): 3 clusters
  Score: Raw -730754.245921 + Penalty 2846.381874 = -727907.864048
  nChanged 112
		SP:Iteration 15Q (12573.820000 sec): 3 clusters
  Score: Raw -730820.627203 + Penalty 2846.381874 = -727974.245329
  nChanged 87
		SP:Iteration 16Q (12573.830000 sec): 3 clusters
  Score: Raw -730866.841093 + Penalty 2846.381874 = -728020.459220
  nChanged 61
		SP:Iteration 17Q (12573.850000 sec): 3 clusters
  Score: Raw -730901.321477 + Penalty 2846.381874 = -728054.939603
  nChanged 50
		SP:Iteration 18Q (12573.860000 sec): 3 clusters
  Score: Raw -730932.382250 + Penalty 2846.381874 = -728086.000376
  nChanged 35
		SP:Iteration 19Q (12573.880000 sec): 3 clusters
  Score: Raw -730950.202632 + Penalty 2846.381874 = -728103.820758
  nChanged 29
		SP:Iteration 20F (12573.890000 sec): 3 clusters
  Score: Raw -730965.300198 + Penalty 2846.381874 = -728118.918325
  nChanged 21
		SP:Iteration 21Q (12573.910000 sec): 3 clusters
  Score: Raw -730976.682170 + Penalty 2846.381874 = -728130.300296
  nChanged 17
		SP:Iteration 22Q (12573.930000 sec): 3 clusters
  Score: Raw -730987.519503 + Penalty 2846.381874 = -728141.137629
  nChanged 18
		SP:Iteration 23Q (12573.940000 sec): 3 clusters
  Score: Raw -730996.101664 + Penalty 2846.381874 = -728149.719790
  nChanged 18
		SP:Iteration 24Q (12573.950000 sec): 3 clusters
  Score: Raw -731008.716483 + Penalty 2846.381874 = -728162.334610
  nChanged 24
		SP:Iteration 25Q (12573.970000 sec): 3 clusters
  Score: Raw -731024.937509 + Penalty 2846.381874 = -728178.555635
  nChanged 15
		SP:Iteration 26Q (12573.990000 sec): 3 clusters
  Score: Raw -731037.091726 + Penalty 2846.381874 = -728190.709853
  nChanged 19
		SP:Iteration 27Q (12574.000000 sec): 3 clusters
  Score: Raw -731052.333175 + Penalty 2846.381874 = -728205.951301
  nChanged 17
		SP:Iteration 28Q (12574.010000 sec): 3 clusters
  Score: Raw -731063.736665 + Penalty 2846.381874 = -728217.354791
  nChanged 14
		SP:Iteration 29Q (12574.030000 sec): 3 clusters
  Score: Raw -731073.879323 + Penalty 2846.381874 = -728227.497449
  nChanged 12
		SP:Iteration 30Q (12574.050000 sec): 3 clusters
  Score: Raw -731082.471907 + Penalty 2846.381874 = -728236.090033
  nChanged 13
		SP:Iteration 31Q (12574.060000 sec): 3 clusters
  Score: Raw -731094.516610 + Penalty 2846.381874 = -728248.134737
  nChanged 16
		SP:Iteration 32Q (12574.070000 sec): 3 clusters
  Score: Raw -731108.261116 + Penalty 2846.381874 = -728261.879243
  nChanged 12
		SP:Iteration 33Q (12574.090000 sec): 3 clusters
  Score: Raw -731116.540744 + Penalty 2846.381874 = -728270.158870
  nChanged 9
		SP:Iteration 34Q (12574.100000 sec): 3 clusters
  Score: Raw -731122.791268 + Penalty 2846.381874 = -728276.409395
  nChanged 10
		SP:Iteration 35Q (12574.120000 sec): 3 clusters
  Score: Raw -731129.033780 + Penalty 2846.381874 = -728282.651907
  nChanged 3
		SP:Iteration 36Q (12574.130000 sec): 3 clusters
  Score: Raw -731130.651742 + Penalty 2846.381874 = -728284.269869
  nChanged 4
		SP:Iteration 37Q (12574.150000 sec): 3 clusters
  Score: Raw -731132.062855 + Penalty 2846.381874 = -728285.680981
  nChanged 3
		SP:Iteration 38Q (12574.160000 sec): 3 clusters
  Score: Raw -731132.938858 + Penalty 2846.381874 = -728286.556984
  nChanged 0
		SP:Iteration 39F (12574.180000 sec): 3 clusters
  Score: Raw -731132.938858 + Penalty 2846.381874 = -728286.556984
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12574.190000 sec): 2 clusters
  Score: Raw -61289.870570 + Penalty 1020.259731 = -60269.610838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12574.190000 sec): 3 clusters
  Score: Raw -61192.381281 + Penalty 2040.519463 = -59151.861818
  nChanged 128
		SP:Iteration 1F (12574.190000 sec): 3 clusters
  Score: Raw -61376.572903 + Penalty 2040.519463 = -59336.053440
  nChanged 34
		SP:Iteration 2F (12574.190000 sec): 3 clusters
  Score: Raw -61416.502091 + Penalty 2040.519463 = -59375.982628
  nChanged 10
		SP:Iteration 3Q (12574.190000 sec): 3 clusters
  Score: Raw -61435.497541 + Penalty 2040.519463 = -59394.978078
  nChanged 7
		SP:Iteration 4Q (12574.190000 sec): 3 clusters
  Score: Raw -61448.840032 + Penalty 2040.519463 = -59408.320569
  nChanged 5
		SP:Iteration 5Q (12574.190000 sec): 3 clusters
  Score: Raw -61460.682685 + Penalty 2040.519463 = -59420.163222
  nChanged 1
		SP:Iteration 6Q (12574.190000 sec): 3 clusters
  Score: Raw -61462.541839 + Penalty 2040.519463 = -59422.022376
  nChanged 1
		SP:Iteration 7Q (12574.200000 sec): 3 clusters
  Score: Raw -61463.744372 + Penalty 2040.519463 = -59423.224909
  nChanged 0
		SP:Iteration 8F (12574.200000 sec): 3 clusters
  Score: Raw -61463.744372 + Penalty 2040.519463 = -59423.224909
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12574.220000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12574.230000 sec): 3 clusters
  Score: Raw -543443.858787 + Penalty 2753.531628 = -540690.327159
  nChanged 1863
		SP:Iteration 1F (12574.240000 sec): 3 clusters
  Score: Raw -544510.558459 + Penalty 2753.531628 = -541757.026831
  nChanged 340
		SP:Iteration 2F (12574.250000 sec): 3 clusters
  Score: Raw -544687.173043 + Penalty 2753.531628 = -541933.641415
  nChanged 242
		SP:Iteration 3F (12574.270000 sec): 3 clusters
  Score: Raw -544812.638899 + Penalty 2753.531628 = -542059.107272
  nChanged 189
		SP:Iteration 4Q (12574.280000 sec): 3 clusters
  Score: Raw -544903.992352 + Penalty 2753.531628 = -542150.460724
  nChanged 132
		SP:Iteration 5Q (12574.290000 sec): 3 clusters
  Score: Raw -544972.837033 + Penalty 2753.531628 = -542219.305406
  nChanged 135
		SP:Iteration 6Q (12574.300000 sec): 3 clusters
  Score: Raw -545032.257588 + Penalty 2753.531628 = -542278.725960
  nChanged 115
		SP:Iteration 7Q (12574.310000 sec): 3 clusters
  Score: Raw -545083.157367 + Penalty 2753.531628 = -542329.625740
  nChanged 121
		SP:Iteration 8Q (12574.330000 sec): 3 clusters
  Score: Raw -545137.113636 + Penalty 2753.531628 = -542383.582008
  nChanged 100
		SP:Iteration 9Q (12574.340000 sec): 3 clusters
  Score: Raw -545179.651986 + Penalty 2753.531628 = -542426.120358
  nChanged 87
		SP:Iteration 10Q (12574.350000 sec): 3 clusters
  Score: Raw -545214.188898 + Penalty 2753.531628 = -542460.657270
  nChanged 83
		SP:Iteration 11Q (12574.360000 sec): 3 clusters
  Score: Raw -545243.791239 + Penalty 2753.531628 = -542490.259611
  nChanged 73
		SP:Iteration 12Q (12574.370000 sec): 3 clusters
  Score: Raw -545272.777551 + Penalty 2753.531628 = -542519.245923
  nChanged 81
		SP:Iteration 13Q (12574.390000 sec): 3 clusters
  Score: Raw -545309.329882 + Penalty 2753.531628 = -542555.798255
  nChanged 88
		SP:Iteration 14Q (12574.400000 sec): 3 clusters
  Score: Raw -545345.494747 + Penalty 2753.531628 = -542591.963119
  nChanged 81
		SP:Iteration 15Q (12574.410000 sec): 3 clusters
  Score: Raw -545375.651674 + Penalty 2753.531628 = -542622.120046
  nChanged 73
		SP:Iteration 16Q (12574.420000 sec): 3 clusters
  Score: Raw -545403.100571 + Penalty 2753.531628 = -542649.568944
  nChanged 73
		SP:Iteration 17Q (12574.430000 sec): 3 clusters
  Score: Raw -545428.515019 + Penalty 2753.531628 = -542674.983391
  nChanged 64
		SP:Iteration 18Q (12574.440000 sec): 3 clusters
  Score: Raw -545456.190058 + Penalty 2753.531628 = -542702.658430
  nChanged 70
		SP:Iteration 19Q (12574.450000 sec): 3 clusters
  Score: Raw -545484.288152 + Penalty 2753.531628 = -542730.756524
  nChanged 75
		SP:Iteration 20F (12574.470000 sec): 3 clusters
  Score: Raw -545514.482937 + Penalty 2753.531628 = -542760.951309
  nChanged 81
		SP:Iteration 21Q (12574.480000 sec): 3 clusters
  Score: Raw -545553.519488 + Penalty 2753.531628 = -542799.987860
  nChanged 76
		SP:Iteration 22Q (12574.490000 sec): 3 clusters
  Score: Raw -545591.255696 + Penalty 2753.531628 = -542837.724068
  nChanged 71
		SP:Iteration 23Q (12574.500000 sec): 3 clusters
  Score: Raw -545634.223143 + Penalty 2753.531628 = -542880.691515
  nChanged 83
		SP:Iteration 24Q (12574.510000 sec): 3 clusters
  Score: Raw -545680.670206 + Penalty 2753.531628 = -542927.138579
  nChanged 76
		SP:Iteration 25Q (12574.530000 sec): 3 clusters
  Score: Raw -545722.349251 + Penalty 2753.531628 = -542968.817623
  nChanged 67
		SP:Iteration 26Q (12574.540000 sec): 3 clusters
  Score: Raw -545761.026670 + Penalty 2753.531628 = -543007.495042
  nChanged 65
		SP:Iteration 27Q (12574.550000 sec): 3 clusters
  Score: Raw -545803.248067 + Penalty 2753.531628 = -543049.716439
  nChanged 64
		SP:Iteration 28Q (12574.560000 sec): 3 clusters
  Score: Raw -545835.924421 + Penalty 2753.531628 = -543082.392793
  nChanged 51
		SP:Iteration 29Q (12574.570000 sec): 3 clusters
  Score: Raw -545865.512588 + Penalty 2753.531628 = -543111.980960
  nChanged 55
		SP:Iteration 30Q (12574.580000 sec): 3 clusters
  Score: Raw -545904.373004 + Penalty 2753.531628 = -543150.841376
  nChanged 50
		SP:Iteration 31Q (12574.590000 sec): 3 clusters
  Score: Raw -545942.962083 + Penalty 2753.531628 = -543189.430455
  nChanged 49
		SP:Iteration 32Q (12574.600000 sec): 3 clusters
  Score: Raw -545980.236426 + Penalty 2753.531628 = -543226.704798
  nChanged 37
		SP:Iteration 33Q (12574.610000 sec): 3 clusters
  Score: Raw -546003.998176 + Penalty 2753.531628 = -543250.466548
  nChanged 27
		SP:Iteration 34Q (12574.620000 sec): 3 clusters
  Score: Raw -546017.482691 + Penalty 2753.531628 = -543263.951063
  nChanged 22
		SP:Iteration 35Q (12574.630000 sec): 3 clusters
  Score: Raw -546031.359598 + Penalty 2753.531628 = -543277.827970
  nChanged 19
		SP:Iteration 36Q (12574.640000 sec): 3 clusters
  Score: Raw -546041.764142 + Penalty 2753.531628 = -543288.232515
  nChanged 11
		SP:Iteration 37Q (12574.650000 sec): 3 clusters
  Score: Raw -546047.501724 + Penalty 2753.531628 = -543293.970096
  nChanged 9
		SP:Iteration 38Q (12574.660000 sec): 3 clusters
  Score: Raw -546052.701510 + Penalty 2753.531628 = -543299.169882
  nChanged 11
		SP:Iteration 39Q (12574.670000 sec): 3 clusters
  Score: Raw -546058.773809 + Penalty 2753.531628 = -543305.242181
  nChanged 5
		SP:Iteration 40F (12574.680000 sec): 3 clusters
  Score: Raw -546061.467745 + Penalty 2753.531628 = -543307.936117
  nChanged 4
		SP:Iteration 41Q (12574.690000 sec): 3 clusters
  Score: Raw -546062.933091 + Penalty 2753.531628 = -543309.401463
  nChanged 3
		SP:Iteration 42Q (12574.700000 sec): 3 clusters
  Score: Raw -546064.514250 + Penalty 2753.531628 = -543310.982622
  nChanged 3
		SP:Iteration 43Q (12574.710000 sec): 3 clusters
  Score: Raw -546066.210603 + Penalty 2753.531628 = -543312.678975
  nChanged 2
		SP:Iteration 44Q (12574.720000 sec): 3 clusters
  Score: Raw -546067.395813 + Penalty 2753.531628 = -543313.864186
  nChanged 3
		SP:Iteration 45Q (12574.730000 sec): 3 clusters
  Score: Raw -546069.440386 + Penalty 2753.531628 = -543315.908758
  nChanged 5
		SP:Iteration 46Q (12574.740000 sec): 3 clusters
  Score: Raw -546070.807779 + Penalty 2753.531628 = -543317.276151
  nChanged 2
		SP:Iteration 47Q (12574.750000 sec): 3 clusters
  Score: Raw -546071.984017 + Penalty 2753.531628 = -543318.452390
  nChanged 0
		SP:Iteration 48F (12574.760000 sec): 3 clusters
  Score: Raw -546071.984017 + Penalty 2753.531628 = -543318.452390
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12574.770000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12574.770000 sec): 3 clusters
  Score: Raw -42410.592855 + Penalty 1938.997690 = -40471.595165
  nChanged 72
		SP:Iteration 1F (12574.770000 sec): 3 clusters
  Score: Raw -42527.616891 + Penalty 1938.997690 = -40588.619201
  nChanged 21
		SP:Iteration 2F (12574.770000 sec): 3 clusters
  Score: Raw -42566.470338 + Penalty 1938.997690 = -40627.472648
  nChanged 12
		SP:Iteration 3Q (12574.770000 sec): 3 clusters
  Score: Raw -42588.513628 + Penalty 1938.997690 = -40649.515938
  nChanged 4
		SP:Iteration 4Q (12574.770000 sec): 3 clusters
  Score: Raw -42597.488568 + Penalty 1938.997690 = -40658.490878
  nChanged 3
		SP:Iteration 5Q (12574.780000 sec): 3 clusters
  Score: Raw -42602.856908 + Penalty 1938.997690 = -40663.859217
  nChanged 3
		SP:Iteration 6Q (12574.780000 sec): 3 clusters
  Score: Raw -42610.585475 + Penalty 1938.997690 = -40671.587785
  nChanged 5
		SP:Iteration 7Q (12574.780000 sec): 3 clusters
  Score: Raw -42621.512666 + Penalty 1938.997690 = -40682.514976
  nChanged 3
		SP:Iteration 8Q (12574.780000 sec): 3 clusters
  Score: Raw -42629.300820 + Penalty 1938.997690 = -40690.303130
  nChanged 3
		SP:Iteration 9Q (12574.780000 sec): 3 clusters
  Score: Raw -42639.748453 + Penalty 1938.997690 = -40700.750763
  nChanged 5
		SP:Iteration 10Q (12574.780000 sec): 3 clusters
  Score: Raw -42648.089988 + Penalty 1938.997690 = -40709.092298
  nChanged 5
		SP:Iteration 11Q (12574.780000 sec): 3 clusters
  Score: Raw -42666.589719 + Penalty 1938.997690 = -40727.592028
  nChanged 1
		SP:Iteration 12Q (12574.780000 sec): 3 clusters
  Score: Raw -42667.779197 + Penalty 1938.997690 = -40728.781507
  nChanged 1
		SP:Iteration 13Q (12574.790000 sec): 3 clusters
  Score: Raw -42672.007175 + Penalty 1938.997690 = -40733.009485
  nChanged 1
		SP:Iteration 14Q (12574.790000 sec): 3 clusters
  Score: Raw -42676.133978 + Penalty 1938.997690 = -40737.136288
  nChanged 0
		SP:Iteration 15F (12574.790000 sec): 3 clusters
  Score: Raw -42676.133978 + Penalty 1938.997690 = -40737.136288
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12574.790000 sec): 2 clusters
  Score: Raw -206677.968916 + Penalty 1233.513470 = -205444.455446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12574.800000 sec): 3 clusters
  Score: Raw -205830.366624 + Penalty 2467.026940 = -203363.339684
  nChanged 717
		SP:Iteration 1F (12574.810000 sec): 3 clusters
  Score: Raw -206423.661290 + Penalty 2467.026940 = -203956.634350
  nChanged 189
		SP:Iteration 2F (12574.810000 sec): 3 clusters
  Score: Raw -206663.658394 + Penalty 2467.026940 = -204196.631453
  nChanged 153
		SP:Iteration 3F (12574.810000 sec): 3 clusters
  Score: Raw -206852.459031 + Penalty 2467.026940 = -204385.432091
  nChanged 119
		SP:Iteration 4F (12574.820000 sec): 3 clusters
  Score: Raw -206980.069355 + Penalty 2467.026940 = -204513.042415
  nChanged 71
		SP:Iteration 5Q (12574.830000 sec): 3 clusters
  Score: Raw -207060.025173 + Penalty 2467.026940 = -204592.998233
  nChanged 57
		SP:Iteration 6Q (12574.830000 sec): 3 clusters
  Score: Raw -207116.140614 + Penalty 2467.026940 = -204649.113674
  nChanged 47
		SP:Iteration 7Q (12574.830000 sec): 3 clusters
  Score: Raw -207169.012541 + Penalty 2467.026940 = -204701.985600
  nChanged 46
		SP:Iteration 8Q (12574.840000 sec): 3 clusters
  Score: Raw -207221.925098 + Penalty 2467.026940 = -204754.898158
  nChanged 44
		SP:Iteration 9Q (12574.840000 sec): 3 clusters
  Score: Raw -207271.716303 + Penalty 2467.026940 = -204804.689363
  nChanged 37
		SP:Iteration 10Q (12574.850000 sec): 3 clusters
  Score: Raw -207306.028240 + Penalty 2467.026940 = -204839.001300
  nChanged 26
		SP:Iteration 11Q (12574.850000 sec): 3 clusters
  Score: Raw -207329.128376 + Penalty 2467.026940 = -204862.101436
  nChanged 23
		SP:Iteration 12Q (12574.860000 sec): 3 clusters
  Score: Raw -207351.102835 + Penalty 2467.026940 = -204884.075895
  nChanged 20
		SP:Iteration 13Q (12574.860000 sec): 3 clusters
  Score: Raw -207364.377672 + Penalty 2467.026940 = -204897.350731
  nChanged 14
		SP:Iteration 14Q (12574.870000 sec): 3 clusters
  Score: Raw -207371.481189 + Penalty 2467.026940 = -204904.454249
  nChanged 5
		SP:Iteration 15Q (12574.870000 sec): 3 clusters
  Score: Raw -207373.714399 + Penalty 2467.026940 = -204906.687458
  nChanged 3
		SP:Iteration 16Q (12574.870000 sec): 3 clusters
  Score: Raw -207375.097011 + Penalty 2467.026940 = -204908.070071
  nChanged 1
		SP:Iteration 17Q (12574.880000 sec): 3 clusters
  Score: Raw -207375.578649 + Penalty 2467.026940 = -204908.551709
  nChanged 0
		SP:Iteration 18F (12574.880000 sec): 3 clusters
  Score: Raw -207375.578649 + Penalty 2467.026940 = -204908.551709
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (2935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12574.890000 sec): 2 clusters
  Score: Raw -307487.777571 + Penalty 1297.475194 = -306190.302377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12574.900000 sec): 3 clusters
  Score: Raw -306139.529008 + Penalty 2594.950388 = -303544.578620
  nChanged 1117
		SP:Iteration 1F (12574.910000 sec): 3 clusters
  Score: Raw -307053.351976 + Penalty 2594.950388 = -304458.401588
  nChanged 295
		SP:Iteration 2F (12574.920000 sec): 3 clusters
  Score: Raw -307368.093781 + Penalty 2594.950388 = -304773.143393
  nChanged 219
		SP:Iteration 3F (12574.930000 sec): 3 clusters
  Score: Raw -307584.015743 + Penalty 2594.950388 = -304989.065355
  nChanged 167
		SP:Iteration 4F (12574.930000 sec): 3 clusters
  Score: Raw -307742.577814 + Penalty 2594.950388 = -305147.627426
  nChanged 130
		SP:Iteration 5Q (12574.940000 sec): 3 clusters
  Score: Raw -307869.032061 + Penalty 2594.950388 = -305274.081673
  nChanged 96
		SP:Iteration 6Q (12574.950000 sec): 3 clusters
  Score: Raw -307959.013203 + Penalty 2594.950388 = -305364.062815
  nChanged 89
		SP:Iteration 7Q (12574.950000 sec): 3 clusters
  Score: Raw -308031.710333 + Penalty 2594.950388 = -305436.759945
  nChanged 66
		SP:Iteration 8Q (12574.960000 sec): 3 clusters
  Score: Raw -308079.176833 + Penalty 2594.950388 = -305484.226445
  nChanged 63
		SP:Iteration 9Q (12574.970000 sec): 3 clusters
  Score: Raw -308114.298996 + Penalty 2594.950388 = -305519.348608
  nChanged 45
		SP:Iteration 10Q (12574.970000 sec): 3 clusters
  Score: Raw -308138.948695 + Penalty 2594.950388 = -305543.998307
  nChanged 29
		SP:Iteration 11Q (12574.980000 sec): 3 clusters
  Score: Raw -308154.931257 + Penalty 2594.950388 = -305559.980869
  nChanged 28
		SP:Iteration 12Q (12574.990000 sec): 3 clusters
  Score: Raw -308171.050869 + Penalty 2594.950388 = -305576.100481
  nChanged 27
		SP:Iteration 13Q (12574.990000 sec): 3 clusters
  Score: Raw -308181.345975 + Penalty 2594.950388 = -305586.395587
  nChanged 22
		SP:Iteration 14Q (12575.000000 sec): 3 clusters
  Score: Raw -308192.280572 + Penalty 2594.950388 = -305597.330184
  nChanged 21
		SP:Iteration 15Q (12575.010000 sec): 3 clusters
  Score: Raw -308202.888044 + Penalty 2594.950388 = -305607.937656
  nChanged 22
		SP:Iteration 16Q (12575.010000 sec): 3 clusters
  Score: Raw -308215.900883 + Penalty 2594.950388 = -305620.950495
  nChanged 20
		SP:Iteration 17Q (12575.020000 sec): 3 clusters
  Score: Raw -308226.200733 + Penalty 2594.950388 = -305631.250345
  nChanged 16
		SP:Iteration 18Q (12575.030000 sec): 3 clusters
  Score: Raw -308233.738578 + Penalty 2594.950388 = -305638.788190
  nChanged 14
		SP:Iteration 19Q (12575.030000 sec): 3 clusters
  Score: Raw -308242.459622 + Penalty 2594.950388 = -305647.509234
  nChanged 16
		SP:Iteration 20F (12575.040000 sec): 3 clusters
  Score: Raw -308254.616098 + Penalty 2594.950388 = -305659.665710
  nChanged 22
		SP:Iteration 21Q (12575.050000 sec): 3 clusters
  Score: Raw -308269.226662 + Penalty 2594.950388 = -305674.276274
  nChanged 18
		SP:Iteration 22Q (12575.060000 sec): 3 clusters
  Score: Raw -308277.962345 + Penalty 2594.950388 = -305683.011957
  nChanged 14
		SP:Iteration 23Q (12575.060000 sec): 3 clusters
  Score: Raw -308285.543190 + Penalty 2594.950388 = -305690.592802
  nChanged 11
		SP:Iteration 24Q (12575.070000 sec): 3 clusters
  Score: Raw -308292.089688 + Penalty 2594.950388 = -305697.139300
  nChanged 14
		SP:Iteration 25Q (12575.080000 sec): 3 clusters
  Score: Raw -308298.142549 + Penalty 2594.950388 = -305703.192161
  nChanged 14
		SP:Iteration 26Q (12575.080000 sec): 3 clusters
  Score: Raw -308305.610804 + Penalty 2594.950388 = -305710.660416
  nChanged 12
		SP:Iteration 27Q (12575.090000 sec): 3 clusters
  Score: Raw -308315.134895 + Penalty 2594.950388 = -305720.184507
  nChanged 10
		SP:Iteration 28Q (12575.100000 sec): 3 clusters
  Score: Raw -308323.232308 + Penalty 2594.950388 = -305728.281920
  nChanged 12
		SP:Iteration 29Q (12575.100000 sec): 3 clusters
  Score: Raw -308329.297223 + Penalty 2594.950388 = -305734.346835
  nChanged 9
		SP:Iteration 30Q (12575.110000 sec): 3 clusters
  Score: Raw -308332.226637 + Penalty 2594.950388 = -305737.276249
  nChanged 7
		SP:Iteration 31Q (12575.120000 sec): 3 clusters
  Score: Raw -308334.132331 + Penalty 2594.950388 = -305739.181943
  nChanged 3
		SP:Iteration 32Q (12575.120000 sec): 3 clusters
  Score: Raw -308335.122622 + Penalty 2594.950388 = -305740.172234
  nChanged 5
		SP:Iteration 33Q (12575.130000 sec): 3 clusters
  Score: Raw -308336.937153 + Penalty 2594.950388 = -305741.986765
  nChanged 4
		SP:Iteration 34Q (12575.140000 sec): 3 clusters
  Score: Raw -308339.385028 + Penalty 2594.950388 = -305744.434640
  nChanged 7
		SP:Iteration 35Q (12575.140000 sec): 3 clusters
  Score: Raw -308344.466909 + Penalty 2594.950388 = -305749.516521
  nChanged 8
		SP:Iteration 36Q (12575.150000 sec): 3 clusters
  Score: Raw -308347.448724 + Penalty 2594.950388 = -305752.498336
  nChanged 5
		SP:Iteration 37Q (12575.160000 sec): 3 clusters
  Score: Raw -308348.372352 + Penalty 2594.950388 = -305753.421964
  nChanged 1
		SP:Iteration 38Q (12575.160000 sec): 3 clusters
  Score: Raw -308348.669885 + Penalty 2594.950388 = -305753.719497
  nChanged 2
		SP:Iteration 39Q (12575.170000 sec): 3 clusters
  Score: Raw -308349.429416 + Penalty 2594.950388 = -305754.479028
  nChanged 3
		SP:Iteration 40F (12575.180000 sec): 3 clusters
  Score: Raw -308350.718845 + Penalty 2594.950388 = -305755.768457
  nChanged 4
		SP:Iteration 41Q (12575.180000 sec): 3 clusters
  Score: Raw -308352.194645 + Penalty 2594.950388 = -305757.244257
  nChanged 4
		SP:Iteration 42Q (12575.190000 sec): 3 clusters
  Score: Raw -308353.350259 + Penalty 2594.950388 = -305758.399871
  nChanged 5
		SP:Iteration 43Q (12575.200000 sec): 3 clusters
  Score: Raw -308354.799088 + Penalty 2594.950388 = -305759.848700
  nChanged 3
		SP:Iteration 44Q (12575.200000 sec): 3 clusters
  Score: Raw -308355.353734 + Penalty 2594.950388 = -305760.403346
  nChanged 2
		SP:Iteration 45Q (12575.210000 sec): 3 clusters
  Score: Raw -308355.881593 + Penalty 2594.950388 = -305760.931205
  nChanged 0
		SP:Iteration 46F (12575.220000 sec): 3 clusters
  Score: Raw -308355.881593 + Penalty 2594.950388 = -305760.931205
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12575.230000 sec): 2 clusters
  Score: Raw -168256.943354 + Penalty 1204.574153 = -167052.369201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12575.230000 sec): 3 clusters
  Score: Raw -167596.497280 + Penalty 2409.148306 = -165187.348975
  nChanged 574
		SP:Iteration 1F (12575.230000 sec): 3 clusters
  Score: Raw -168002.472092 + Penalty 2409.148306 = -165593.323787
  nChanged 146
		SP:Iteration 2F (12575.240000 sec): 3 clusters
  Score: Raw -168162.603383 + Penalty 2409.148306 = -165753.455077
  nChanged 90
		SP:Iteration 3F (12575.240000 sec): 3 clusters
  Score: Raw -168275.219919 + Penalty 2409.148306 = -165866.071613
  nChanged 74
		SP:Iteration 4Q (12575.250000 sec): 3 clusters
  Score: Raw -168365.642168 + Penalty 2409.148306 = -165956.493862
  nChanged 62
		SP:Iteration 5Q (12575.250000 sec): 3 clusters
  Score: Raw -168442.149007 + Penalty 2409.148306 = -166033.000701
  nChanged 51
		SP:Iteration 6Q (12575.250000 sec): 3 clusters
  Score: Raw -168510.374415 + Penalty 2409.148306 = -166101.226109
  nChanged 46
		SP:Iteration 7Q (12575.250000 sec): 3 clusters
  Score: Raw -168557.127054 + Penalty 2409.148306 = -166147.978749
  nChanged 42
		SP:Iteration 8Q (12575.260000 sec): 3 clusters
  Score: Raw -168595.195363 + Penalty 2409.148306 = -166186.047057
  nChanged 34
		SP:Iteration 9Q (12575.270000 sec): 3 clusters
  Score: Raw -168624.711181 + Penalty 2409.148306 = -166215.562876
  nChanged 25
		SP:Iteration 10Q (12575.270000 sec): 3 clusters
  Score: Raw -168646.443549 + Penalty 2409.148306 = -166237.295243
  nChanged 28
		SP:Iteration 11Q (12575.280000 sec): 3 clusters
  Score: Raw -168664.660520 + Penalty 2409.148306 = -166255.512214
  nChanged 17
		SP:Iteration 12Q (12575.280000 sec): 3 clusters
  Score: Raw -168679.701665 + Penalty 2409.148306 = -166270.553360
  nChanged 16
		SP:Iteration 13Q (12575.280000 sec): 3 clusters
  Score: Raw -168687.995504 + Penalty 2409.148306 = -166278.847198
  nChanged 9
		SP:Iteration 14Q (12575.290000 sec): 3 clusters
  Score: Raw -168691.932918 + Penalty 2409.148306 = -166282.784612
  nChanged 3
		SP:Iteration 15Q (12575.290000 sec): 3 clusters
  Score: Raw -168692.841490 + Penalty 2409.148306 = -166283.693184
  nChanged 1
		SP:Iteration 16Q (12575.300000 sec): 3 clusters
  Score: Raw -168693.048499 + Penalty 2409.148306 = -166283.900193
  nChanged 1
		SP:Iteration 17Q (12575.300000 sec): 3 clusters
  Score: Raw -168693.374571 + Penalty 2409.148306 = -166284.226265
  nChanged 2
		SP:Iteration 18Q (12575.300000 sec): 3 clusters
  Score: Raw -168695.241892 + Penalty 2409.148306 = -166286.093586
  nChanged 2
		SP:Iteration 19Q (12575.310000 sec): 3 clusters
  Score: Raw -168697.399267 + Penalty 2409.148306 = -166288.250962
  nChanged 4
		SP:Iteration 20F (12575.310000 sec): 3 clusters
  Score: Raw -168700.341650 + Penalty 2409.148306 = -166291.193344
  nChanged 5
		SP:Iteration 21Q (12575.320000 sec): 3 clusters
  Score: Raw -168704.100535 + Penalty 2409.148306 = -166294.952229
  nChanged 5
		SP:Iteration 22Q (12575.320000 sec): 3 clusters
  Score: Raw -168707.796595 + Penalty 2409.148306 = -166298.648289
  nChanged 5
		SP:Iteration 23Q (12575.320000 sec): 3 clusters
  Score: Raw -168710.217866 + Penalty 2409.148306 = -166301.069560
  nChanged 3
		SP:Iteration 24Q (12575.330000 sec): 3 clusters
  Score: Raw -168712.691110 + Penalty 2409.148306 = -166303.542804
  nChanged 4
		SP:Iteration 25Q (12575.330000 sec): 3 clusters
  Score: Raw -168715.870740 + Penalty 2409.148306 = -166306.722434
  nChanged 2
		SP:Iteration 26Q (12575.340000 sec): 3 clusters
  Score: Raw -168716.340233 + Penalty 2409.148306 = -166307.191927
  nChanged 1
		SP:Iteration 27Q (12575.340000 sec): 3 clusters
  Score: Raw -168716.615426 + Penalty 2409.148306 = -166307.467120
  nChanged 0
		SP:Iteration 28F (12575.340000 sec): 3 clusters
  Score: Raw -168716.615426 + Penalty 2409.148306 = -166307.467120
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12575.540000 sec): 2 clusters
  Score: Raw -7072480.493628 + Penalty 1786.825137 = -7070693.668491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12575.700000 sec): 3 clusters
  Score: Raw -7034377.981298 + Penalty 3573.650275 = -7030804.331024
  nChanged 28120
		SP:Iteration 1F (12575.860000 sec): 3 clusters
  Score: Raw -7050966.623382 + Penalty 3573.650275 = -7047392.973107
  nChanged 2249
		SP:Iteration 2Q (12576.030000 sec): 3 clusters
  Score: Raw -7051577.745295 + Penalty 3573.650275 = -7048004.095020
  nChanged 2260
		SP:Iteration 3Q (12576.190000 sec): 3 clusters
  Score: Raw -7052227.781285 + Penalty 3573.650275 = -7048654.131010
  nChanged 2344
		SP:Iteration 4Q (12576.360000 sec): 3 clusters
  Score: Raw -7053029.962754 + Penalty 3573.650275 = -7049456.312479
  nChanged 2714
		SP:Iteration 5Q (12576.520000 sec): 3 clusters
  Score: Raw -7054140.453440 + Penalty 3573.650275 = -7050566.803165
  nChanged 3053
		SP:Iteration 6F (12576.680000 sec): 3 clusters
  Score: Raw -7055725.129619 + Penalty 3573.650275 = -7052151.479344
  nChanged 3522
		SP:Iteration 7F (12576.840000 sec): 3 clusters
  Score: Raw -7058028.402229 + Penalty 3573.650275 = -7054454.751954
  nChanged 3834
		SP:Iteration 8F (12577.010000 sec): 3 clusters
  Score: Raw -7061032.690146 + Penalty 3573.650275 = -7057459.039871
  nChanged 3584
		SP:Iteration 9F (12577.170000 sec): 3 clusters
  Score: Raw -7064106.015865 + Penalty 3573.650275 = -7060532.365590
  nChanged 2935
		SP:Iteration 10Q (12577.320000 sec): 3 clusters
  Score: Raw -7066632.571386 + Penalty 3573.650275 = -7063058.921111
  nChanged 2134
		SP:Iteration 11Q (12577.480000 sec): 3 clusters
  Score: Raw -7068360.366935 + Penalty 3573.650275 = -7064786.716660
  nChanged 1545
		SP:Iteration 12Q (12577.620000 sec): 3 clusters
  Score: Raw -7069593.303153 + Penalty 3573.650275 = -7066019.652879
  nChanged 1138
		SP:Iteration 13Q (12577.750000 sec): 3 clusters
  Score: Raw -7070482.433620 + Penalty 3573.650275 = -7066908.783345
  nChanged 893
		SP:Iteration 14Q (12577.880000 sec): 3 clusters
  Score: Raw -7071155.215509 + Penalty 3573.650275 = -7067581.565235
  nChanged 621
		SP:Iteration 15Q (12578.000000 sec): 3 clusters
  Score: Raw -7071618.941895 + Penalty 3573.650275 = -7068045.291620
  nChanged 444
		SP:Iteration 16Q (12578.110000 sec): 3 clusters
  Score: Raw -7071953.502246 + Penalty 3573.650275 = -7068379.851971
  nChanged 309
		SP:Iteration 17Q (12578.230000 sec): 3 clusters
  Score: Raw -7072187.427344 + Penalty 3573.650275 = -7068613.777069
  nChanged 197
		SP:Iteration 18Q (12578.340000 sec): 3 clusters
  Score: Raw -7072338.918640 + Penalty 3573.650275 = -7068765.268365
  nChanged 140
		SP:Iteration 19Q (12578.450000 sec): 3 clusters
  Score: Raw -7072444.675156 + Penalty 3573.650275 = -7068871.024881
  nChanged 87
		SP:Iteration 20F (12578.610000 sec): 3 clusters
  Score: Raw -7072512.871032 + Penalty 3573.650275 = -7068939.220757
  nChanged 58
		SP:Iteration 21Q (12578.720000 sec): 3 clusters
  Score: Raw -7072565.911506 + Penalty 3573.650275 = -7068992.261231
  nChanged 40
		SP:Iteration 22Q (12578.830000 sec): 3 clusters
  Score: Raw -7072599.685309 + Penalty 3573.650275 = -7069026.035034
  nChanged 32
		SP:Iteration 23Q (12578.940000 sec): 3 clusters
  Score: Raw -7072623.979539 + Penalty 3573.650275 = -7069050.329265
  nChanged 17
		SP:Iteration 24Q (12579.050000 sec): 3 clusters
  Score: Raw -7072640.123002 + Penalty 3573.650275 = -7069066.472727
  nChanged 11
		SP:Iteration 25Q (12579.160000 sec): 3 clusters
  Score: Raw -7072650.939838 + Penalty 3573.650275 = -7069077.289563
  nChanged 13
		SP:Iteration 26Q (12579.270000 sec): 3 clusters
  Score: Raw -7072660.000261 + Penalty 3573.650275 = -7069086.349987
  nChanged 8
		SP:Iteration 27Q (12579.380000 sec): 3 clusters
  Score: Raw -7072667.083325 + Penalty 3573.650275 = -7069093.433050
  nChanged 4
		SP:Iteration 28Q (12579.490000 sec): 3 clusters
  Score: Raw -7072670.249162 + Penalty 3573.650275 = -7069096.598887
  nChanged 2
		SP:Iteration 29Q (12579.600000 sec): 3 clusters
  Score: Raw -7072671.013633 + Penalty 3573.650275 = -7069097.363358
  nChanged 2
		SP:Iteration 30Q (12579.710000 sec): 3 clusters
  Score: Raw -7072672.116568 + Penalty 3573.650275 = -7069098.466293
  nChanged 0
		SP:Iteration 31F (12579.870000 sec): 3 clusters
  Score: Raw -7072672.116568 + Penalty 3573.650275 = -7069098.466293
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12579.920000 sec): 2 clusters
  Score: Raw -331639.187370 + Penalty 1293.665988 = -330345.521382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12579.920000 sec): 3 clusters
  Score: Raw -330314.982738 + Penalty 2587.331976 = -327727.650762
  nChanged 1022
		SP:Iteration 1F (12579.930000 sec): 3 clusters
  Score: Raw -330863.792991 + Penalty 2587.331976 = -328276.461015
  nChanged 192
		SP:Iteration 2F (12579.940000 sec): 3 clusters
  Score: Raw -330976.167166 + Penalty 2587.331976 = -328388.835190
  nChanged 123
		SP:Iteration 3Q (12579.940000 sec): 3 clusters
  Score: Raw -331036.354110 + Penalty 2587.331976 = -328449.022134
  nChanged 87
		SP:Iteration 4Q (12579.950000 sec): 3 clusters
  Score: Raw -331076.237525 + Penalty 2587.331976 = -328488.905548
  nChanged 77
		SP:Iteration 5Q (12579.960000 sec): 3 clusters
  Score: Raw -331118.681475 + Penalty 2587.331976 = -328531.349499
  nChanged 80
		SP:Iteration 6Q (12579.970000 sec): 3 clusters
  Score: Raw -331153.650292 + Penalty 2587.331976 = -328566.318315
  nChanged 62
		SP:Iteration 7Q (12579.970000 sec): 3 clusters
  Score: Raw -331181.120411 + Penalty 2587.331976 = -328593.788434
  nChanged 58
		SP:Iteration 8Q (12579.980000 sec): 3 clusters
  Score: Raw -331210.134040 + Penalty 2587.331976 = -328622.802063
  nChanged 51
		SP:Iteration 9Q (12579.990000 sec): 3 clusters
  Score: Raw -331235.996847 + Penalty 2587.331976 = -328648.664871
  nChanged 49
		SP:Iteration 10Q (12580.000000 sec): 3 clusters
  Score: Raw -331256.586764 + Penalty 2587.331976 = -328669.254787
  nChanged 39
		SP:Iteration 11Q (12580.000000 sec): 3 clusters
  Score: Raw -331276.625643 + Penalty 2587.331976 = -328689.293667
  nChanged 46
		SP:Iteration 12Q (12580.010000 sec): 3 clusters
  Score: Raw -331299.424718 + Penalty 2587.331976 = -328712.092741
  nChanged 41
		SP:Iteration 13Q (12580.020000 sec): 3 clusters
  Score: Raw -331325.220460 + Penalty 2587.331976 = -328737.888483
  nChanged 46
		SP:Iteration 14Q (12580.020000 sec): 3 clusters
  Score: Raw -331358.241129 + Penalty 2587.331976 = -328770.909153
  nChanged 48
		SP:Iteration 15Q (12580.030000 sec): 3 clusters
  Score: Raw -331392.070158 + Penalty 2587.331976 = -328804.738182
  nChanged 54
		SP:Iteration 16Q (12580.040000 sec): 3 clusters
  Score: Raw -331430.367798 + Penalty 2587.331976 = -328843.035822
  nChanged 48
		SP:Iteration 17Q (12580.040000 sec): 3 clusters
  Score: Raw -331460.416419 + Penalty 2587.331976 = -328873.084442
  nChanged 44
		SP:Iteration 18Q (12580.050000 sec): 3 clusters
  Score: Raw -331490.790667 + Penalty 2587.331976 = -328903.458691
  nChanged 48
		SP:Iteration 19Q (12580.060000 sec): 3 clusters
  Score: Raw -331518.504815 + Penalty 2587.331976 = -328931.172839
  nChanged 46
		SP:Iteration 20F (12580.070000 sec): 3 clusters
  Score: Raw -331555.732225 + Penalty 2587.331976 = -328968.400249
  nChanged 36
		SP:Iteration 21Q (12580.070000 sec): 3 clusters
  Score: Raw -331580.295224 + Penalty 2587.331976 = -328992.963247
  nChanged 38
		SP:Iteration 22Q (12580.080000 sec): 3 clusters
  Score: Raw -331597.729305 + Penalty 2587.331976 = -329010.397328
  nChanged 23
		SP:Iteration 23Q (12580.090000 sec): 3 clusters
  Score: Raw -331615.908498 + Penalty 2587.331976 = -329028.576522
  nChanged 33
		SP:Iteration 24Q (12580.090000 sec): 3 clusters
  Score: Raw -331641.745791 + Penalty 2587.331976 = -329054.413814
  nChanged 31
		SP:Iteration 25Q (12580.100000 sec): 3 clusters
  Score: Raw -331669.147343 + Penalty 2587.331976 = -329081.815367
  nChanged 28
		SP:Iteration 26Q (12580.110000 sec): 3 clusters
  Score: Raw -331694.539040 + Penalty 2587.331976 = -329107.207063
  nChanged 23
		SP:Iteration 27Q (12580.110000 sec): 3 clusters
  Score: Raw -331712.378006 + Penalty 2587.331976 = -329125.046030
  nChanged 17
		SP:Iteration 28Q (12580.120000 sec): 3 clusters
  Score: Raw -331725.812251 + Penalty 2587.331976 = -329138.480275
  nChanged 16
		SP:Iteration 29Q (12580.130000 sec): 3 clusters
  Score: Raw -331737.616541 + Penalty 2587.331976 = -329150.284565
  nChanged 12
		SP:Iteration 30Q (12580.130000 sec): 3 clusters
  Score: Raw -331747.211334 + Penalty 2587.331976 = -329159.879357
  nChanged 9
		SP:Iteration 31Q (12580.140000 sec): 3 clusters
  Score: Raw -331754.294598 + Penalty 2587.331976 = -329166.962621
  nChanged 8
		SP:Iteration 32Q (12580.140000 sec): 3 clusters
  Score: Raw -331759.369809 + Penalty 2587.331976 = -329172.037833
  nChanged 4
		SP:Iteration 33Q (12580.150000 sec): 3 clusters
  Score: Raw -331762.567522 + Penalty 2587.331976 = -329175.235546
  nChanged 3
		SP:Iteration 34Q (12580.160000 sec): 3 clusters
  Score: Raw -331766.699163 + Penalty 2587.331976 = -329179.367187
  nChanged 7
		SP:Iteration 35Q (12580.160000 sec): 3 clusters
  Score: Raw -331771.955924 + Penalty 2587.331976 = -329184.623948
  nChanged 2
		SP:Iteration 36Q (12580.170000 sec): 3 clusters
  Score: Raw -331772.413155 + Penalty 2587.331976 = -329185.081178
  nChanged 0
		SP:Iteration 37F (12580.180000 sec): 3 clusters
  Score: Raw -331772.413155 + Penalty 2587.331976 = -329185.081178
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12580.220000 sec): 2 clusters
  Score: Raw -1378918.481641 + Penalty 1534.712448 = -1377383.769192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12580.260000 sec): 3 clusters
  Score: Raw -1371618.701139 + Penalty 3069.424897 = -1368549.276242
  nChanged 5563
		SP:Iteration 1F (12580.290000 sec): 3 clusters
  Score: Raw -1374858.642923 + Penalty 3069.424897 = -1371789.218026
  nChanged 903
		SP:Iteration 2F (12580.320000 sec): 3 clusters
  Score: Raw -1375383.546012 + Penalty 3069.424897 = -1372314.121115
  nChanged 846
		SP:Iteration 3F (12580.350000 sec): 3 clusters
  Score: Raw -1375951.898621 + Penalty 3069.424897 = -1372882.473724
  nChanged 810
		SP:Iteration 4F (12580.390000 sec): 3 clusters
  Score: Raw -1376475.650675 + Penalty 3069.424897 = -1373406.225779
  nChanged 719
		SP:Iteration 5F (12580.420000 sec): 3 clusters
  Score: Raw -1376912.489234 + Penalty 3069.424897 = -1373843.064337
  nChanged 614
		SP:Iteration 6Q (12580.450000 sec): 3 clusters
  Score: Raw -1377285.250372 + Penalty 3069.424897 = -1374215.825475
  nChanged 538
		SP:Iteration 7Q (12580.480000 sec): 3 clusters
  Score: Raw -1377598.217307 + Penalty 3069.424897 = -1374528.792410
  nChanged 482
		SP:Iteration 8Q (12580.520000 sec): 3 clusters
  Score: Raw -1377902.151261 + Penalty 3069.424897 = -1374832.726364
  nChanged 444
		SP:Iteration 9Q (12580.550000 sec): 3 clusters
  Score: Raw -1378154.458756 + Penalty 3069.424897 = -1375085.033859
  nChanged 398
		SP:Iteration 10Q (12580.580000 sec): 3 clusters
  Score: Raw -1378378.552931 + Penalty 3069.424897 = -1375309.128034
  nChanged 380
		SP:Iteration 11Q (12580.610000 sec): 3 clusters
  Score: Raw -1378610.681987 + Penalty 3069.424897 = -1375541.257090
  nChanged 338
		SP:Iteration 12Q (12580.640000 sec): 3 clusters
  Score: Raw -1378799.928397 + Penalty 3069.424897 = -1375730.503500
  nChanged 246
		SP:Iteration 13Q (12580.680000 sec): 3 clusters
  Score: Raw -1378933.894635 + Penalty 3069.424897 = -1375864.469738
  nChanged 199
		SP:Iteration 14Q (12580.700000 sec): 3 clusters
  Score: Raw -1379045.230716 + Penalty 3069.424897 = -1375975.805819
  nChanged 154
		SP:Iteration 15Q (12580.740000 sec): 3 clusters
  Score: Raw -1379130.068814 + Penalty 3069.424897 = -1376060.643917
  nChanged 137
		SP:Iteration 16Q (12580.760000 sec): 3 clusters
  Score: Raw -1379197.457374 + Penalty 3069.424897 = -1376128.032477
  nChanged 92
		SP:Iteration 17Q (12580.790000 sec): 3 clusters
  Score: Raw -1379244.860680 + Penalty 3069.424897 = -1376175.435783
  nChanged 74
		SP:Iteration 18Q (12580.820000 sec): 3 clusters
  Score: Raw -1379278.647029 + Penalty 3069.424897 = -1376209.222132
  nChanged 60
		SP:Iteration 19Q (12580.850000 sec): 3 clusters
  Score: Raw -1379306.351961 + Penalty 3069.424897 = -1376236.927064
  nChanged 48
		SP:Iteration 20F (12580.880000 sec): 3 clusters
  Score: Raw -1379325.810693 + Penalty 3069.424897 = -1376256.385796
  nChanged 40
		SP:Iteration 21Q (12580.910000 sec): 3 clusters
  Score: Raw -1379341.966484 + Penalty 3069.424897 = -1376272.541588
  nChanged 23
		SP:Iteration 22Q (12580.940000 sec): 3 clusters
  Score: Raw -1379349.351598 + Penalty 3069.424897 = -1376279.926701
  nChanged 16
		SP:Iteration 23Q (12580.960000 sec): 3 clusters
  Score: Raw -1379354.406357 + Penalty 3069.424897 = -1376284.981460
  nChanged 11
		SP:Iteration 24Q (12580.990000 sec): 3 clusters
  Score: Raw -1379358.511065 + Penalty 3069.424897 = -1376289.086168
  nChanged 9
		SP:Iteration 25Q (12581.020000 sec): 3 clusters
  Score: Raw -1379361.919014 + Penalty 3069.424897 = -1376292.494117
  nChanged 3
		SP:Iteration 26Q (12581.050000 sec): 3 clusters
  Score: Raw -1379362.652989 + Penalty 3069.424897 = -1376293.228092
  nChanged 4
		SP:Iteration 27Q (12581.070000 sec): 3 clusters
  Score: Raw -1379363.483584 + Penalty 3069.424897 = -1376294.058687
  nChanged 2
		SP:Iteration 28Q (12581.100000 sec): 3 clusters
  Score: Raw -1379364.348598 + Penalty 3069.424897 = -1376294.923701
  nChanged 2
		SP:Iteration 29Q (12581.130000 sec): 3 clusters
  Score: Raw -1379364.866780 + Penalty 3069.424897 = -1376295.441883
  nChanged 1
		SP:Iteration 30Q (12581.160000 sec): 3 clusters
  Score: Raw -1379366.300582 + Penalty 3069.424897 = -1376296.875685
  nChanged 5
		SP:Iteration 31Q (12581.180000 sec): 3 clusters
  Score: Raw -1379369.082696 + Penalty 3069.424897 = -1376299.657799
  nChanged 5
		SP:Iteration 32Q (12581.210000 sec): 3 clusters
  Score: Raw -1379370.676380 + Penalty 3069.424897 = -1376301.251483
  nChanged 5
		SP:Iteration 33Q (12581.240000 sec): 3 clusters
  Score: Raw -1379372.045944 + Penalty 3069.424897 = -1376302.621048
  nChanged 4
		SP:Iteration 34Q (12581.260000 sec): 3 clusters
  Score: Raw -1379373.597668 + Penalty 3069.424897 = -1376304.172771
  nChanged 3
		SP:Iteration 35Q (12581.290000 sec): 3 clusters
  Score: Raw -1379375.001881 + Penalty 3069.424897 = -1376305.576985
  nChanged 4
		SP:Iteration 36Q (12581.320000 sec): 3 clusters
  Score: Raw -1379376.821067 + Penalty 3069.424897 = -1376307.396170
  nChanged 2
		SP:Iteration 37Q (12581.340000 sec): 3 clusters
  Score: Raw -1379377.432621 + Penalty 3069.424897 = -1376308.007724
  nChanged 2
		SP:Iteration 38Q (12581.370000 sec): 3 clusters
  Score: Raw -1379377.808528 + Penalty 3069.424897 = -1376308.383631
  nChanged 2
		SP:Iteration 39Q (12581.400000 sec): 3 clusters
  Score: Raw -1379378.898230 + Penalty 3069.424897 = -1376309.473333
  nChanged 3
		SP:Iteration 40F (12581.430000 sec): 3 clusters
  Score: Raw -1379379.530881 + Penalty 3069.424897 = -1376310.105984
  nChanged 1
		SP:Iteration 41Q (12581.460000 sec): 3 clusters
  Score: Raw -1379379.728587 + Penalty 3069.424897 = -1376310.303690
  nChanged 0
		SP:Iteration 42F (12581.490000 sec): 3 clusters
  Score: Raw -1379379.728587 + Penalty 3069.424897 = -1376310.303690
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12581.500000 sec): 2 clusters
  Score: Raw -128011.849522 + Penalty 1159.807746 = -126852.041776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12581.500000 sec): 3 clusters
  Score: Raw -127588.528333 + Penalty 2319.615492 = -125268.912841
  nChanged 400
		SP:Iteration 1F (12581.510000 sec): 3 clusters
  Score: Raw -128013.815707 + Penalty 2319.615492 = -125694.200215
  nChanged 130
		SP:Iteration 2F (12581.510000 sec): 3 clusters
  Score: Raw -128187.533804 + Penalty 2319.615492 = -125867.918311
  nChanged 78
		SP:Iteration 3F (12581.520000 sec): 3 clusters
  Score: Raw -128316.489413 + Penalty 2319.615492 = -125996.873921
  nChanged 53
		SP:Iteration 4Q (12581.520000 sec): 3 clusters
  Score: Raw -128394.665458 + Penalty 2319.615492 = -126075.049966
  nChanged 47
		SP:Iteration 5Q (12581.520000 sec): 3 clusters
  Score: Raw -128457.097588 + Penalty 2319.615492 = -126137.482096
  nChanged 37
		SP:Iteration 6Q (12581.520000 sec): 3 clusters
  Score: Raw -128497.863561 + Penalty 2319.615492 = -126178.248069
  nChanged 29
		SP:Iteration 7Q (12581.520000 sec): 3 clusters
  Score: Raw -128532.198883 + Penalty 2319.615492 = -126212.583391
  nChanged 20
		SP:Iteration 8Q (12581.530000 sec): 3 clusters
  Score: Raw -128549.374215 + Penalty 2319.615492 = -126229.758723
  nChanged 7
		SP:Iteration 9Q (12581.530000 sec): 3 clusters
  Score: Raw -128553.333746 + Penalty 2319.615492 = -126233.718254
  nChanged 3
		SP:Iteration 10Q (12581.540000 sec): 3 clusters
  Score: Raw -128556.755830 + Penalty 2319.615492 = -126237.140338
  nChanged 4
		SP:Iteration 11Q (12581.540000 sec): 3 clusters
  Score: Raw -128559.126795 + Penalty 2319.615492 = -126239.511303
  nChanged 1
		SP:Iteration 12Q (12581.540000 sec): 3 clusters
  Score: Raw -128561.431143 + Penalty 2319.615492 = -126241.815651
  nChanged 2
		SP:Iteration 13Q (12581.540000 sec): 3 clusters
  Score: Raw -128563.049515 + Penalty 2319.615492 = -126243.434023
  nChanged 0
		SP:Iteration 14F (12581.550000 sec): 3 clusters
  Score: Raw -128563.049515 + Penalty 2319.615492 = -126243.434023
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12581.550000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12581.550000 sec): 3 clusters
  Score: Raw -69599.589362 + Penalty 2094.342658 = -67505.246704
  nChanged 156
		SP:Iteration 1F (12581.560000 sec): 3 clusters
  Score: Raw -69780.982151 + Penalty 2094.342658 = -67686.639492
  nChanged 38
		SP:Iteration 2F (12581.560000 sec): 3 clusters
  Score: Raw -69837.495738 + Penalty 2094.342658 = -67743.153080
  nChanged 15
		SP:Iteration 3Q (12581.560000 sec): 3 clusters
  Score: Raw -69861.065545 + Penalty 2094.342658 = -67766.722887
  nChanged 15
		SP:Iteration 4Q (12581.560000 sec): 3 clusters
  Score: Raw -69889.571896 + Penalty 2094.342658 = -67795.229238
  nChanged 10
		SP:Iteration 5Q (12581.560000 sec): 3 clusters
  Score: Raw -69914.957789 + Penalty 2094.342658 = -67820.615131
  nChanged 13
		SP:Iteration 6Q (12581.560000 sec): 3 clusters
  Score: Raw -69936.369987 + Penalty 2094.342658 = -67842.027329
  nChanged 14
		SP:Iteration 7Q (12581.560000 sec): 3 clusters
  Score: Raw -69971.701771 + Penalty 2094.342658 = -67877.359112
  nChanged 19
		SP:Iteration 8Q (12581.560000 sec): 3 clusters
  Score: Raw -70016.521840 + Penalty 2094.342658 = -67922.179181
  nChanged 12
		SP:Iteration 9Q (12581.570000 sec): 3 clusters
  Score: Raw -70048.600017 + Penalty 2094.342658 = -67954.257359
  nChanged 12
		SP:Iteration 10Q (12581.570000 sec): 3 clusters
  Score: Raw -70075.176164 + Penalty 2094.342658 = -67980.833505
  nChanged 10
		SP:Iteration 11Q (12581.570000 sec): 3 clusters
  Score: Raw -70093.497843 + Penalty 2094.342658 = -67999.155185
  nChanged 7
		SP:Iteration 12Q (12581.570000 sec): 3 clusters
  Score: Raw -70102.084449 + Penalty 2094.342658 = -68007.741791
  nChanged 3
		SP:Iteration 13Q (12581.570000 sec): 3 clusters
  Score: Raw -70108.883559 + Penalty 2094.342658 = -68014.540901
  nChanged 5
		SP:Iteration 14Q (12581.580000 sec): 3 clusters
  Score: Raw -70116.946934 + Penalty 2094.342658 = -68022.604275
  nChanged 3
		SP:Iteration 15Q (12581.580000 sec): 3 clusters
  Score: Raw -70122.458983 + Penalty 2094.342658 = -68028.116325
  nChanged 4
		SP:Iteration 16Q (12581.580000 sec): 3 clusters
  Score: Raw -70128.910340 + Penalty 2094.342658 = -68034.567681
  nChanged 4
		SP:Iteration 17Q (12581.580000 sec): 3 clusters
  Score: Raw -70137.839669 + Penalty 2094.342658 = -68043.497011
  nChanged 3
		SP:Iteration 18Q (12581.580000 sec): 3 clusters
  Score: Raw -70144.713918 + Penalty 2094.342658 = -68050.371260
  nChanged 2
		SP:Iteration 19Q (12581.580000 sec): 3 clusters
  Score: Raw -70149.168826 + Penalty 2094.342658 = -68054.826167
  nChanged 2
		SP:Iteration 20F (12581.580000 sec): 3 clusters
  Score: Raw -70153.651712 + Penalty 2094.342658 = -68059.309054
  nChanged 4
		SP:Iteration 21Q (12581.580000 sec): 3 clusters
  Score: Raw -70163.988987 + Penalty 2094.342658 = -68069.646329
  nChanged 5
		SP:Iteration 22Q (12581.580000 sec): 3 clusters
  Score: Raw -70172.934309 + Penalty 2094.342658 = -68078.591650
  nChanged 1
		SP:Iteration 23Q (12581.590000 sec): 3 clusters
  Score: Raw -70174.174814 + Penalty 2094.342658 = -68079.832156
  nChanged 1
		SP:Iteration 24Q (12581.590000 sec): 3 clusters
  Score: Raw -70174.756971 + Penalty 2094.342658 = -68080.414312
  nChanged 0
		SP:Iteration 25F (12581.590000 sec): 3 clusters
  Score: Raw -70174.756971 + Penalty 2094.342658 = -68080.414312
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12583.110000 sec): 2 clusters
  Score: Raw -58064099.532868 + Penalty 2131.333183 = -58061968.199685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12584.450000 sec): 3 clusters
  Score: Raw -57729844.744906 + Penalty 4262.666366 = -57725582.078539
  nChanged 243342
		SP:Iteration 1F (12585.790000 sec): 3 clusters
  Score: Raw -57879788.027267 + Penalty 4262.666366 = -57875525.360900
  nChanged 15990
		SP:Iteration 2Q (12587.180000 sec): 3 clusters
  Score: Raw -57884605.061820 + Penalty 4262.666366 = -57880342.395454
  nChanged 20293
		SP:Iteration 3Q (12588.560000 sec): 3 clusters
  Score: Raw -57892435.618763 + Penalty 4262.666366 = -57888172.952397
  nChanged 25053
		SP:Iteration 4F (12589.910000 sec): 3 clusters
  Score: Raw -57904549.185377 + Penalty 4262.666366 = -57900286.519010
  nChanged 29393
		SP:Iteration 5F (12591.250000 sec): 3 clusters
  Score: Raw -57921618.553169 + Penalty 4262.666366 = -57917355.886802
  nChanged 31642
		SP:Iteration 6F (12592.590000 sec): 3 clusters
  Score: Raw -57943385.616655 + Penalty 4262.666366 = -57939122.950288
  nChanged 30479
		SP:Iteration 7F (12593.930000 sec): 3 clusters
  Score: Raw -57966819.511634 + Penalty 4262.666366 = -57962556.845267
  nChanged 26550
		SP:Iteration 8F (12595.270000 sec): 3 clusters
  Score: Raw -57987564.980638 + Penalty 4262.666366 = -57983302.314271
  nChanged 21013
		SP:Iteration 9Q (12596.590000 sec): 3 clusters
  Score: Raw -58001743.994318 + Penalty 4262.666366 = -57997481.327952
  nChanged 14600
		SP:Iteration 10Q (12597.850000 sec): 3 clusters
  Score: Raw -58009562.127349 + Penalty 4262.666366 = -58005299.460983
  nChanged 10901
		SP:Iteration 11Q (12599.070000 sec): 3 clusters
  Score: Raw -58014826.989125 + Penalty 4262.666366 = -58010564.322759
  nChanged 10074
		SP:Iteration 12Q (12600.260000 sec): 3 clusters
  Score: Raw -58019570.018223 + Penalty 4262.666366 = -58015307.351857
  nChanged 9835
		SP:Iteration 13Q (12601.430000 sec): 3 clusters
  Score: Raw -58024303.245179 + Penalty 4262.666366 = -58020040.578813
  nChanged 9548
		SP:Iteration 14Q (12602.570000 sec): 3 clusters
  Score: Raw -58029096.164762 + Penalty 4262.666366 = -58024833.498396
  nChanged 9150
		SP:Iteration 15Q (12603.700000 sec): 3 clusters
  Score: Raw -58033888.702194 + Penalty 4262.666366 = -58029626.035827
  nChanged 8430
		SP:Iteration 16Q (12604.800000 sec): 3 clusters
  Score: Raw -58038535.639029 + Penalty 4262.666366 = -58034272.972662
  nChanged 7742
		SP:Iteration 17Q (12605.890000 sec): 3 clusters
  Score: Raw -58042950.694368 + Penalty 4262.666366 = -58038688.028002
  nChanged 6864
		SP:Iteration 18Q (12606.940000 sec): 3 clusters
  Score: Raw -58046919.063583 + Penalty 4262.666366 = -58042656.397216
  nChanged 5851
		SP:Iteration 19Q (12607.960000 sec): 3 clusters
  Score: Raw -58050346.328343 + Penalty 4262.666366 = -58046083.661977
  nChanged 4911
		SP:Iteration 20F (12609.280000 sec): 3 clusters
  Score: Raw -58053243.808126 + Penalty 4262.666366 = -58048981.141760
  nChanged 4150
		SP:Iteration 21Q (12610.280000 sec): 3 clusters
  Score: Raw -58055709.773184 + Penalty 4262.666366 = -58051447.106818
  nChanged 3446
		SP:Iteration 22Q (12611.270000 sec): 3 clusters
  Score: Raw -58057708.892606 + Penalty 4262.666366 = -58053446.226240
  nChanged 2715
		SP:Iteration 23Q (12612.250000 sec): 3 clusters
  Score: Raw -58059230.886189 + Penalty 4262.666366 = -58054968.219822
  nChanged 2173
		SP:Iteration 24Q (12613.230000 sec): 3 clusters
  Score: Raw -58060402.494317 + Penalty 4262.666366 = -58056139.827951
  nChanged 1719
		SP:Iteration 25Q (12614.190000 sec): 3 clusters
  Score: Raw -58061297.345202 + Penalty 4262.666366 = -58057034.678835
  nChanged 1391
		SP:Iteration 26Q (12615.140000 sec): 3 clusters
  Score: Raw -58062006.257502 + Penalty 4262.666366 = -58057743.591135
  nChanged 1144
		SP:Iteration 27Q (12616.080000 sec): 3 clusters
  Score: Raw -58062585.563568 + Penalty 4262.666366 = -58058322.897201
  nChanged 931
		SP:Iteration 28Q (12617.030000 sec): 3 clusters
  Score: Raw -58063071.954689 + Penalty 4262.666366 = -58058809.288322
  nChanged 723
		SP:Iteration 29Q (12617.980000 sec): 3 clusters
  Score: Raw -58063454.158171 + Penalty 4262.666366 = -58059191.491805
  nChanged 579
		SP:Iteration 30Q (12618.930000 sec): 3 clusters
  Score: Raw -58063752.470182 + Penalty 4262.666366 = -58059489.803816
  nChanged 425
		SP:Iteration 31Q (12619.870000 sec): 3 clusters
  Score: Raw -58063967.353614 + Penalty 4262.666366 = -58059704.687248
  nChanged 327
		SP:Iteration 32Q (12620.790000 sec): 3 clusters
  Score: Raw -58064116.432453 + Penalty 4262.666366 = -58059853.766087
  nChanged 240
		SP:Iteration 33Q (12621.720000 sec): 3 clusters
  Score: Raw -58064220.860837 + Penalty 4262.666366 = -58059958.194471
  nChanged 181
		SP:Iteration 34Q (12622.650000 sec): 3 clusters
  Score: Raw -58064291.146297 + Penalty 4262.666366 = -58060028.479931
  nChanged 139
		SP:Iteration 35Q (12623.570000 sec): 3 clusters
  Score: Raw -58064335.612925 + Penalty 4262.666366 = -58060072.946558
  nChanged 85
		SP:Iteration 36Q (12624.500000 sec): 3 clusters
  Score: Raw -58064362.242381 + Penalty 4262.666366 = -58060099.576014
  nChanged 81
		SP:Iteration 37Q (12625.430000 sec): 3 clusters
  Score: Raw -58064384.922314 + Penalty 4262.666366 = -58060122.255947
  nChanged 53
		SP:Iteration 38Q (12626.360000 sec): 3 clusters
  Score: Raw -58064400.372567 + Penalty 4262.666366 = -58060137.706201
  nChanged 45
		SP:Iteration 39Q (12627.280000 sec): 3 clusters
  Score: Raw -58064413.007460 + Penalty 4262.666366 = -58060150.341094
  nChanged 35
		SP:Iteration 40F (12628.590000 sec): 3 clusters
  Score: Raw -58064424.606816 + Penalty 4262.666366 = -58060161.940449
  nChanged 33
		SP:Iteration 41Q (12629.530000 sec): 3 clusters
  Score: Raw -58064433.577756 + Penalty 4262.666366 = -58060170.911389
  nChanged 33
		SP:Iteration 42Q (12630.460000 sec): 3 clusters
  Score: Raw -58064443.565272 + Penalty 4262.666366 = -58060180.898905
  nChanged 29
		SP:Iteration 43Q (12631.380000 sec): 3 clusters
  Score: Raw -58064450.216841 + Penalty 4262.666366 = -58060187.550474
  nChanged 17
		SP:Iteration 44Q (12632.310000 sec): 3 clusters
  Score: Raw -58064454.679356 + Penalty 4262.666366 = -58060192.012990
  nChanged 20
		SP:Iteration 45Q (12633.250000 sec): 3 clusters
  Score: Raw -58064459.089638 + Penalty 4262.666366 = -58060196.423272
  nChanged 14
		SP:Iteration 46Q (12634.180000 sec): 3 clusters
  Score: Raw -58064462.644717 + Penalty 4262.666366 = -58060199.978351
  nChanged 12
		SP:Iteration 47Q (12635.120000 sec): 3 clusters
  Score: Raw -58064466.646388 + Penalty 4262.666366 = -58060203.980021
  nChanged 21
		SP:Iteration 48Q (12636.060000 sec): 3 clusters
  Score: Raw -58064471.776127 + Penalty 4262.666366 = -58060209.109761
  nChanged 22
		SP:Iteration 49Q (12637.000000 sec): 3 clusters
  Score: Raw -58064476.619790 + Penalty 4262.666366 = -58060213.953423
  nChanged 13
		SP:Iteration 50Q (12637.930000 sec): 3 clusters
  Score: Raw -58064479.710591 + Penalty 4262.666366 = -58060217.044224
  nChanged 12
		SP:Iteration 51Q (12638.850000 sec): 3 clusters
  Score: Raw -58064482.059819 + Penalty 4262.666366 = -58060219.393452
  nChanged 7
		SP:Iteration 52Q (12639.780000 sec): 3 clusters
  Score: Raw -58064483.491491 + Penalty 4262.666366 = -58060220.825125
  nChanged 7
		SP:Iteration 53Q (12640.700000 sec): 3 clusters
  Score: Raw -58064485.080159 + Penalty 4262.666366 = -58060222.413793
  nChanged 7
		SP:Iteration 54Q (12641.630000 sec): 3 clusters
  Score: Raw -58064487.124600 + Penalty 4262.666366 = -58060224.458233
  nChanged 8
		SP:Iteration 55Q (12642.570000 sec): 3 clusters
  Score: Raw -58064489.668686 + Penalty 4262.666366 = -58060227.002320
  nChanged 6
		SP:Iteration 56Q (12643.500000 sec): 3 clusters
  Score: Raw -58064491.295153 + Penalty 4262.666366 = -58060228.628786
  nChanged 7
		SP:Iteration 57Q (12644.420000 sec): 3 clusters
  Score: Raw -58064493.596116 + Penalty 4262.666366 = -58060230.929750
  nChanged 10
		SP:Iteration 58Q (12645.340000 sec): 3 clusters
  Score: Raw -58064496.138293 + Penalty 4262.666366 = -58060233.471927
  nChanged 3
		SP:Iteration 59Q (12646.370000 sec): 3 clusters
  Score: Raw -58064496.731245 + Penalty 4262.666366 = -58060234.064878
  nChanged 2
		SP:Iteration 60F (12647.670000 sec): 3 clusters
  Score: Raw -58064497.264662 + Penalty 4262.666366 = -58060234.598296
  nChanged 4
		SP:Iteration 61Q (12648.600000 sec): 3 clusters
  Score: Raw -58064498.384721 + Penalty 4262.666366 = -58060235.718355
  nChanged 3
		SP:Iteration 62Q (12649.520000 sec): 3 clusters
  Score: Raw -58064499.318329 + Penalty 4262.666366 = -58060236.651962
  nChanged 1
		SP:Iteration 63Q (12650.450000 sec): 3 clusters
  Score: Raw -58064499.445661 + Penalty 4262.666366 = -58060236.779294
  nChanged 1
		SP:Iteration 64Q (12651.380000 sec): 3 clusters
  Score: Raw -58064499.974992 + Penalty 4262.666366 = -58060237.308626
  nChanged 2
		SP:Iteration 65Q (12652.300000 sec): 3 clusters
  Score: Raw -58064500.562172 + Penalty 4262.666366 = -58060237.895805
  nChanged 3
		SP:Iteration 66Q (12653.230000 sec): 3 clusters
  Score: Raw -58064501.453098 + Penalty 4262.666366 = -58060238.786732
  nChanged 4
		SP:Iteration 67Q (12654.150000 sec): 3 clusters
  Score: Raw -58064502.225931 + Penalty 4262.666366 = -58060239.559565
  nChanged 3
		SP:Iteration 68Q (12655.080000 sec): 3 clusters
  Score: Raw -58064503.255269 + Penalty 4262.666366 = -58060240.588902
  nChanged 2
		SP:Iteration 69Q (12656.000000 sec): 3 clusters
  Score: Raw -58064503.791086 + Penalty 4262.666366 = -58060241.124720
  nChanged 1
		SP:Iteration 70Q (12656.930000 sec): 3 clusters
  Score: Raw -58064504.029313 + Penalty 4262.666366 = -58060241.362947
  nChanged 0
		SP:Iteration 71F (12658.250000 sec): 3 clusters
  Score: Raw -58064504.029313 + Penalty 4262.666366 = -58060241.362947
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12658.530000 sec): 2 clusters
  Score: Raw -826671.138109 + Penalty 1444.378138 = -825226.759971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12658.550000 sec): 3 clusters
  Score: Raw -822829.070231 + Penalty 2888.756276 = -819940.313955
  nChanged 3011
		SP:Iteration 1F (12658.570000 sec): 3 clusters
  Score: Raw -824364.847891 + Penalty 2888.756276 = -821476.091615
  nChanged 455
		SP:Iteration 2F (12658.590000 sec): 3 clusters
  Score: Raw -824545.843332 + Penalty 2888.756276 = -821657.087057
  nChanged 333
		SP:Iteration 3Q (12658.610000 sec): 3 clusters
  Score: Raw -824663.238984 + Penalty 2888.756276 = -821774.482708
  nChanged 258
		SP:Iteration 4Q (12658.630000 sec): 3 clusters
  Score: Raw -824747.262732 + Penalty 2888.756276 = -821858.506457
  nChanged 215
		SP:Iteration 5Q (12658.650000 sec): 3 clusters
  Score: Raw -824828.991304 + Penalty 2888.756276 = -821940.235029
  nChanged 203
		SP:Iteration 6Q (12658.660000 sec): 3 clusters
  Score: Raw -824902.853063 + Penalty 2888.756276 = -822014.096788
  nChanged 226
		SP:Iteration 7Q (12658.680000 sec): 3 clusters
  Score: Raw -825002.464623 + Penalty 2888.756276 = -822113.708347
  nChanged 268
		SP:Iteration 8Q (12658.700000 sec): 3 clusters
  Score: Raw -825134.010082 + Penalty 2888.756276 = -822245.253807
  nChanged 320
		SP:Iteration 9Q (12658.720000 sec): 3 clusters
  Score: Raw -825338.166553 + Penalty 2888.756276 = -822449.410278
  nChanged 368
		SP:Iteration 10F (12658.740000 sec): 3 clusters
  Score: Raw -825594.322880 + Penalty 2888.756276 = -822705.566604
  nChanged 376
		SP:Iteration 11F (12658.760000 sec): 3 clusters
  Score: Raw -825857.152347 + Penalty 2888.756276 = -822968.396071
  nChanged 338
		SP:Iteration 12Q (12658.770000 sec): 3 clusters
  Score: Raw -826096.344443 + Penalty 2888.756276 = -823207.588167
  nChanged 323
		SP:Iteration 13Q (12658.790000 sec): 3 clusters
  Score: Raw -826309.971313 + Penalty 2888.756276 = -823421.215038
  nChanged 247
		SP:Iteration 14Q (12658.810000 sec): 3 clusters
  Score: Raw -826452.668334 + Penalty 2888.756276 = -823563.912059
  nChanged 183
		SP:Iteration 15Q (12658.830000 sec): 3 clusters
  Score: Raw -826547.549848 + Penalty 2888.756276 = -823658.793572
  nChanged 140
		SP:Iteration 16Q (12658.850000 sec): 3 clusters
  Score: Raw -826615.059077 + Penalty 2888.756276 = -823726.302801
  nChanged 117
		SP:Iteration 17Q (12658.870000 sec): 3 clusters
  Score: Raw -826660.972789 + Penalty 2888.756276 = -823772.216514
  nChanged 90
		SP:Iteration 18Q (12658.890000 sec): 3 clusters
  Score: Raw -826695.337184 + Penalty 2888.756276 = -823806.580908
  nChanged 65
		SP:Iteration 19Q (12658.910000 sec): 3 clusters
  Score: Raw -826718.010691 + Penalty 2888.756276 = -823829.254415
  nChanged 44
		SP:Iteration 20F (12658.920000 sec): 3 clusters
  Score: Raw -826729.371243 + Penalty 2888.756276 = -823840.614967
  nChanged 24
		SP:Iteration 21Q (12658.940000 sec): 3 clusters
  Score: Raw -826736.695579 + Penalty 2888.756276 = -823847.939303
  nChanged 27
		SP:Iteration 22Q (12658.960000 sec): 3 clusters
  Score: Raw -826744.877346 + Penalty 2888.756276 = -823856.121070
  nChanged 28
		SP:Iteration 23Q (12658.980000 sec): 3 clusters
  Score: Raw -826751.713755 + Penalty 2888.756276 = -823862.957480
  nChanged 23
		SP:Iteration 24Q (12658.990000 sec): 3 clusters
  Score: Raw -826757.651399 + Penalty 2888.756276 = -823868.895123
  nChanged 19
		SP:Iteration 25Q (12659.010000 sec): 3 clusters
  Score: Raw -826763.292038 + Penalty 2888.756276 = -823874.535762
  nChanged 25
		SP:Iteration 26Q (12659.030000 sec): 3 clusters
  Score: Raw -826769.611298 + Penalty 2888.756276 = -823880.855023
  nChanged 20
		SP:Iteration 27Q (12659.050000 sec): 3 clusters
  Score: Raw -826775.160009 + Penalty 2888.756276 = -823886.403733
  nChanged 16
		SP:Iteration 28Q (12659.070000 sec): 3 clusters
  Score: Raw -826779.277049 + Penalty 2888.756276 = -823890.520774
  nChanged 13
		SP:Iteration 29Q (12659.090000 sec): 3 clusters
  Score: Raw -826781.805179 + Penalty 2888.756276 = -823893.048903
  nChanged 11
		SP:Iteration 30Q (12659.100000 sec): 3 clusters
  Score: Raw -826784.338072 + Penalty 2888.756276 = -823895.581796
  nChanged 14
		SP:Iteration 31Q (12659.120000 sec): 3 clusters
  Score: Raw -826788.471106 + Penalty 2888.756276 = -823899.714831
  nChanged 22
		SP:Iteration 32Q (12659.140000 sec): 3 clusters
  Score: Raw -826794.677461 + Penalty 2888.756276 = -823905.921186
  nChanged 19
		SP:Iteration 33Q (12659.160000 sec): 3 clusters
  Score: Raw -826799.242278 + Penalty 2888.756276 = -823910.486003
  nChanged 14
		SP:Iteration 34Q (12659.180000 sec): 3 clusters
  Score: Raw -826803.670167 + Penalty 2888.756276 = -823914.913892
  nChanged 21
		SP:Iteration 35Q (12659.190000 sec): 3 clusters
  Score: Raw -826810.046520 + Penalty 2888.756276 = -823921.290245
  nChanged 17
		SP:Iteration 36Q (12659.210000 sec): 3 clusters
  Score: Raw -826814.535605 + Penalty 2888.756276 = -823925.779330
  nChanged 12
		SP:Iteration 37Q (12659.230000 sec): 3 clusters
  Score: Raw -826818.247581 + Penalty 2888.756276 = -823929.491306
  nChanged 17
		SP:Iteration 38Q (12659.250000 sec): 3 clusters
  Score: Raw -826822.576797 + Penalty 2888.756276 = -823933.820521
  nChanged 14
		SP:Iteration 39Q (12659.270000 sec): 3 clusters
  Score: Raw -826828.337132 + Penalty 2888.756276 = -823939.580857
  nChanged 15
		SP:Iteration 40F (12659.290000 sec): 3 clusters
  Score: Raw -826833.960248 + Penalty 2888.756276 = -823945.203973
  nChanged 13
		SP:Iteration 41Q (12659.310000 sec): 3 clusters
  Score: Raw -826837.841498 + Penalty 2888.756276 = -823949.085222
  nChanged 9
		SP:Iteration 42Q (12659.330000 sec): 3 clusters
  Score: Raw -826840.590471 + Penalty 2888.756276 = -823951.834195
  nChanged 12
		SP:Iteration 43Q (12659.350000 sec): 3 clusters
  Score: Raw -826843.369258 + Penalty 2888.756276 = -823954.612982
  nChanged 9
		SP:Iteration 44Q (12659.360000 sec): 3 clusters
  Score: Raw -826845.126476 + Penalty 2888.756276 = -823956.370201
  nChanged 10
		SP:Iteration 45Q (12659.380000 sec): 3 clusters
  Score: Raw -826847.687599 + Penalty 2888.756276 = -823958.931324
  nChanged 14
		SP:Iteration 46Q (12659.400000 sec): 3 clusters
  Score: Raw -826852.013220 + Penalty 2888.756276 = -823963.256945
  nChanged 15
		SP:Iteration 47Q (12659.420000 sec): 3 clusters
  Score: Raw -826855.791990 + Penalty 2888.756276 = -823967.035714
  nChanged 8
		SP:Iteration 48Q (12659.440000 sec): 3 clusters
  Score: Raw -826857.884379 + Penalty 2888.756276 = -823969.128104
  nChanged 4
		SP:Iteration 49Q (12659.450000 sec): 3 clusters
  Score: Raw -826859.081462 + Penalty 2888.756276 = -823970.325186
  nChanged 1
		SP:Iteration 50Q (12659.470000 sec): 3 clusters
  Score: Raw -826859.389992 + Penalty 2888.756276 = -823970.633716
  nChanged 4
		SP:Iteration 51Q (12659.490000 sec): 3 clusters
  Score: Raw -826860.163812 + Penalty 2888.756276 = -823971.407536
  nChanged 0
		SP:Iteration 52F (12659.510000 sec): 3 clusters
  Score: Raw -826860.163812 + Penalty 2888.756276 = -823971.407536
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12659.540000 sec): 2 clusters
  Score: Raw -1064998.648424 + Penalty 1481.301245 = -1063517.347179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12659.560000 sec): 3 clusters
  Score: Raw -1059913.483882 + Penalty 2962.602490 = -1056950.881392
  nChanged 3859
		SP:Iteration 1F (12659.590000 sec): 3 clusters
  Score: Raw -1061987.535160 + Penalty 2962.602490 = -1059024.932671
  nChanged 588
		SP:Iteration 2F (12659.610000 sec): 3 clusters
  Score: Raw -1062273.937337 + Penalty 2962.602490 = -1059311.334848
  nChanged 477
		SP:Iteration 3F (12659.630000 sec): 3 clusters
  Score: Raw -1062506.692731 + Penalty 2962.602490 = -1059544.090241
  nChanged 431
		SP:Iteration 4Q (12659.660000 sec): 3 clusters
  Score: Raw -1062733.578843 + Penalty 2962.602490 = -1059770.976354
  nChanged 416
		SP:Iteration 5Q (12659.680000 sec): 3 clusters
  Score: Raw -1062977.677317 + Penalty 2962.602490 = -1060015.074828
  nChanged 402
		SP:Iteration 6Q (12659.710000 sec): 3 clusters
  Score: Raw -1063217.638687 + Penalty 2962.602490 = -1060255.036198
  nChanged 401
		SP:Iteration 7Q (12659.730000 sec): 3 clusters
  Score: Raw -1063463.789624 + Penalty 2962.602490 = -1060501.187135
  nChanged 376
		SP:Iteration 8Q (12659.750000 sec): 3 clusters
  Score: Raw -1063710.503429 + Penalty 2962.602490 = -1060747.900939
  nChanged 381
		SP:Iteration 9Q (12659.770000 sec): 3 clusters
  Score: Raw -1063920.597871 + Penalty 2962.602490 = -1060957.995381
  nChanged 330
		SP:Iteration 10Q (12659.800000 sec): 3 clusters
  Score: Raw -1064084.931058 + Penalty 2962.602490 = -1061122.328568
  nChanged 275
		SP:Iteration 11Q (12659.820000 sec): 3 clusters
  Score: Raw -1064194.072555 + Penalty 2962.602490 = -1061231.470066
  nChanged 223
		SP:Iteration 12Q (12659.840000 sec): 3 clusters
  Score: Raw -1064281.439790 + Penalty 2962.602490 = -1061318.837300
  nChanged 191
		SP:Iteration 13Q (12659.870000 sec): 3 clusters
  Score: Raw -1064356.500237 + Penalty 2962.602490 = -1061393.897747
  nChanged 170
		SP:Iteration 14Q (12659.890000 sec): 3 clusters
  Score: Raw -1064424.255761 + Penalty 2962.602490 = -1061461.653271
  nChanged 155
		SP:Iteration 15Q (12659.910000 sec): 3 clusters
  Score: Raw -1064477.858891 + Penalty 2962.602490 = -1061515.256401
  nChanged 139
		SP:Iteration 16Q (12659.930000 sec): 3 clusters
  Score: Raw -1064520.818573 + Penalty 2962.602490 = -1061558.216083
  nChanged 130
		SP:Iteration 17Q (12659.960000 sec): 3 clusters
  Score: Raw -1064557.264400 + Penalty 2962.602490 = -1061594.661910
  nChanged 115
		SP:Iteration 18Q (12659.980000 sec): 3 clusters
  Score: Raw -1064591.117759 + Penalty 2962.602490 = -1061628.515269
  nChanged 113
		SP:Iteration 19Q (12660.000000 sec): 3 clusters
  Score: Raw -1064621.741994 + Penalty 2962.602490 = -1061659.139504
  nChanged 110
		SP:Iteration 20F (12660.030000 sec): 3 clusters
  Score: Raw -1064648.631954 + Penalty 2962.602490 = -1061686.029465
  nChanged 95
		SP:Iteration 21Q (12660.050000 sec): 3 clusters
  Score: Raw -1064677.722782 + Penalty 2962.602490 = -1061715.120292
  nChanged 96
		SP:Iteration 22Q (12660.070000 sec): 3 clusters
  Score: Raw -1064704.636400 + Penalty 2962.602490 = -1061742.033910
  nChanged 83
		SP:Iteration 23Q (12660.090000 sec): 3 clusters
  Score: Raw -1064726.833451 + Penalty 2962.602490 = -1061764.230961
  nChanged 92
		SP:Iteration 24Q (12660.110000 sec): 3 clusters
  Score: Raw -1064751.173872 + Penalty 2962.602490 = -1061788.571382
  nChanged 76
		SP:Iteration 25Q (12660.130000 sec): 3 clusters
  Score: Raw -1064770.984522 + Penalty 2962.602490 = -1061808.382033
  nChanged 81
		SP:Iteration 26Q (12660.160000 sec): 3 clusters
  Score: Raw -1064792.084819 + Penalty 2962.602490 = -1061829.482329
  nChanged 80
		SP:Iteration 27Q (12660.180000 sec): 3 clusters
  Score: Raw -1064817.674192 + Penalty 2962.602490 = -1061855.071703
  nChanged 79
		SP:Iteration 28Q (12660.200000 sec): 3 clusters
  Score: Raw -1064838.040484 + Penalty 2962.602490 = -1061875.437994
  nChanged 61
		SP:Iteration 29Q (12660.220000 sec): 3 clusters
  Score: Raw -1064853.063379 + Penalty 2962.602490 = -1061890.460889
  nChanged 65
		SP:Iteration 30Q (12660.240000 sec): 3 clusters
  Score: Raw -1064870.859626 + Penalty 2962.602490 = -1061908.257137
  nChanged 69
		SP:Iteration 31Q (12660.270000 sec): 3 clusters
  Score: Raw -1064888.633838 + Penalty 2962.602490 = -1061926.031348
  nChanged 64
		SP:Iteration 32Q (12660.290000 sec): 3 clusters
  Score: Raw -1064905.555349 + Penalty 2962.602490 = -1061942.952860
  nChanged 60
		SP:Iteration 33Q (12660.310000 sec): 3 clusters
  Score: Raw -1064920.994812 + Penalty 2962.602490 = -1061958.392322
  nChanged 47
		SP:Iteration 34Q (12660.330000 sec): 3 clusters
  Score: Raw -1064931.919641 + Penalty 2962.602490 = -1061969.317151
  nChanged 42
		SP:Iteration 35Q (12660.350000 sec): 3 clusters
  Score: Raw -1064943.877993 + Penalty 2962.602490 = -1061981.275503
  nChanged 54
		SP:Iteration 36Q (12660.370000 sec): 3 clusters
  Score: Raw -1064960.945276 + Penalty 2962.602490 = -1061998.342786
  nChanged 64
		SP:Iteration 37Q (12660.390000 sec): 3 clusters
  Score: Raw -1064978.996307 + Penalty 2962.602490 = -1062016.393817
  nChanged 57
		SP:Iteration 38Q (12660.410000 sec): 3 clusters
  Score: Raw -1064995.128974 + Penalty 2962.602490 = -1062032.526485
  nChanged 46
		SP:Iteration 39Q (12660.430000 sec): 3 clusters
  Score: Raw -1065006.934818 + Penalty 2962.602490 = -1062044.332329
  nChanged 45
		SP:Iteration 40F (12660.460000 sec): 3 clusters
  Score: Raw -1065018.622502 + Penalty 2962.602490 = -1062056.020012
  nChanged 35
		SP:Iteration 41Q (12660.480000 sec): 3 clusters
  Score: Raw -1065026.707085 + Penalty 2962.602490 = -1062064.104595
  nChanged 30
		SP:Iteration 42Q (12660.500000 sec): 3 clusters
  Score: Raw -1065034.886374 + Penalty 2962.602490 = -1062072.283884
  nChanged 45
		SP:Iteration 43Q (12660.520000 sec): 3 clusters
  Score: Raw -1065045.762649 + Penalty 2962.602490 = -1062083.160159
  nChanged 31
		SP:Iteration 44Q (12660.540000 sec): 3 clusters
  Score: Raw -1065053.395206 + Penalty 2962.602490 = -1062090.792717
  nChanged 36
		SP:Iteration 45Q (12660.560000 sec): 3 clusters
  Score: Raw -1065062.501097 + Penalty 2962.602490 = -1062099.898607
  nChanged 27
		SP:Iteration 46Q (12660.580000 sec): 3 clusters
  Score: Raw -1065068.415898 + Penalty 2962.602490 = -1062105.813408
  nChanged 26
		SP:Iteration 47Q (12660.600000 sec): 3 clusters
  Score: Raw -1065074.096668 + Penalty 2962.602490 = -1062111.494179
  nChanged 23
		SP:Iteration 48Q (12660.620000 sec): 3 clusters
  Score: Raw -1065081.207754 + Penalty 2962.602490 = -1062118.605264
  nChanged 24
		SP:Iteration 49Q (12660.640000 sec): 3 clusters
  Score: Raw -1065087.959671 + Penalty 2962.602490 = -1062125.357181
  nChanged 22
		SP:Iteration 50Q (12660.670000 sec): 3 clusters
  Score: Raw -1065093.946043 + Penalty 2962.602490 = -1062131.343553
  nChanged 25
		SP:Iteration 51Q (12660.690000 sec): 3 clusters
  Score: Raw -1065100.183427 + Penalty 2962.602490 = -1062137.580938
  nChanged 19
		SP:Iteration 52Q (12660.710000 sec): 3 clusters
  Score: Raw -1065104.194269 + Penalty 2962.602490 = -1062141.591780
  nChanged 14
		SP:Iteration 53Q (12660.730000 sec): 3 clusters
  Score: Raw -1065107.562481 + Penalty 2962.602490 = -1062144.959992
  nChanged 13
		SP:Iteration 54Q (12660.750000 sec): 3 clusters
  Score: Raw -1065110.916263 + Penalty 2962.602490 = -1062148.313774
  nChanged 20
		SP:Iteration 55Q (12660.770000 sec): 3 clusters
  Score: Raw -1065115.711144 + Penalty 2962.602490 = -1062153.108655
  nChanged 14
		SP:Iteration 56Q (12660.790000 sec): 3 clusters
  Score: Raw -1065118.885795 + Penalty 2962.602490 = -1062156.283306
  nChanged 13
		SP:Iteration 57Q (12660.810000 sec): 3 clusters
  Score: Raw -1065122.360636 + Penalty 2962.602490 = -1062159.758146
  nChanged 14
		SP:Iteration 58Q (12660.830000 sec): 3 clusters
  Score: Raw -1065125.350557 + Penalty 2962.602490 = -1062162.748068
  nChanged 10
		SP:Iteration 59Q (12660.850000 sec): 3 clusters
  Score: Raw -1065127.868537 + Penalty 2962.602490 = -1062165.266048
  nChanged 13
		SP:Iteration 60F (12660.870000 sec): 3 clusters
  Score: Raw -1065130.988931 + Penalty 2962.602490 = -1062168.386442
  nChanged 16
		SP:Iteration 61Q (12660.890000 sec): 3 clusters
  Score: Raw -1065134.773292 + Penalty 2962.602490 = -1062172.170802
  nChanged 21
		SP:Iteration 62Q (12660.910000 sec): 3 clusters
  Score: Raw -1065140.469410 + Penalty 2962.602490 = -1062177.866920
  nChanged 18
		SP:Iteration 63Q (12660.930000 sec): 3 clusters
  Score: Raw -1065145.845984 + Penalty 2962.602490 = -1062183.243495
  nChanged 13
		SP:Iteration 64Q (12660.950000 sec): 3 clusters
  Score: Raw -1065149.132680 + Penalty 2962.602490 = -1062186.530191
  nChanged 12
		SP:Iteration 65Q (12660.970000 sec): 3 clusters
  Score: Raw -1065152.564663 + Penalty 2962.602490 = -1062189.962174
  nChanged 15
		SP:Iteration 66Q (12660.990000 sec): 3 clusters
  Score: Raw -1065157.178827 + Penalty 2962.602490 = -1062194.576338
  nChanged 20
		SP:Iteration 67Q (12661.010000 sec): 3 clusters
  Score: Raw -1065164.446717 + Penalty 2962.602490 = -1062201.844228
  nChanged 21
		SP:Iteration 68Q (12661.030000 sec): 3 clusters
  Score: Raw -1065170.575140 + Penalty 2962.602490 = -1062207.972650
  nChanged 18
		SP:Iteration 69Q (12661.040000 sec): 3 clusters
  Score: Raw -1065176.029322 + Penalty 2962.602490 = -1062213.426833
  nChanged 15
		SP:Iteration 70Q (12661.060000 sec): 3 clusters
  Score: Raw -1065181.045487 + Penalty 2962.602490 = -1062218.442997
  nChanged 16
		SP:Iteration 71Q (12661.080000 sec): 3 clusters
  Score: Raw -1065186.205854 + Penalty 2962.602490 = -1062223.603364
  nChanged 15
		SP:Iteration 72Q (12661.100000 sec): 3 clusters
  Score: Raw -1065190.252914 + Penalty 2962.602490 = -1062227.650424
  nChanged 13
		SP:Iteration 73Q (12661.120000 sec): 3 clusters
  Score: Raw -1065194.763044 + Penalty 2962.602490 = -1062232.160554
  nChanged 9
		SP:Iteration 74Q (12661.140000 sec): 3 clusters
  Score: Raw -1065197.327433 + Penalty 2962.602490 = -1062234.724944
  nChanged 11
		SP:Iteration 75Q (12661.160000 sec): 3 clusters
  Score: Raw -1065200.467819 + Penalty 2962.602490 = -1062237.865330
  nChanged 15
		SP:Iteration 76Q (12661.180000 sec): 3 clusters
  Score: Raw -1065203.815000 + Penalty 2962.602490 = -1062241.212510
  nChanged 9
		SP:Iteration 77Q (12661.200000 sec): 3 clusters
  Score: Raw -1065206.526654 + Penalty 2962.602490 = -1062243.924164
  nChanged 8
		SP:Iteration 78Q (12661.220000 sec): 3 clusters
  Score: Raw -1065209.205287 + Penalty 2962.602490 = -1062246.602798
  nChanged 14
		SP:Iteration 79Q (12661.230000 sec): 3 clusters
  Score: Raw -1065213.108863 + Penalty 2962.602490 = -1062250.506373
  nChanged 8
		SP:Iteration 80F (12661.260000 sec): 3 clusters
  Score: Raw -1065215.261775 + Penalty 2962.602490 = -1062252.659286
  nChanged 9
		SP:Iteration 81Q (12661.280000 sec): 3 clusters
  Score: Raw -1065218.177045 + Penalty 2962.602490 = -1062255.574556
  nChanged 10
		SP:Iteration 82Q (12661.300000 sec): 3 clusters
  Score: Raw -1065221.392530 + Penalty 2962.602490 = -1062258.790040
  nChanged 7
		SP:Iteration 83Q (12661.310000 sec): 3 clusters
  Score: Raw -1065223.452138 + Penalty 2962.602490 = -1062260.849648
  nChanged 4
		SP:Iteration 84Q (12661.330000 sec): 3 clusters
  Score: Raw -1065224.371685 + Penalty 2962.602490 = -1062261.769195
  nChanged 5
		SP:Iteration 85Q (12661.350000 sec): 3 clusters
  Score: Raw -1065225.600990 + Penalty 2962.602490 = -1062262.998500
  nChanged 2
		SP:Iteration 86Q (12661.370000 sec): 3 clusters
  Score: Raw -1065226.115021 + Penalty 2962.602490 = -1062263.512531
  nChanged 2
		SP:Iteration 87Q (12661.390000 sec): 3 clusters
  Score: Raw -1065226.752376 + Penalty 2962.602490 = -1062264.149887
  nChanged 2
		SP:Iteration 88Q (12661.410000 sec): 3 clusters
  Score: Raw -1065227.543100 + Penalty 2962.602490 = -1062264.940610
  nChanged 3
		SP:Iteration 89Q (12661.430000 sec): 3 clusters
  Score: Raw -1065228.255258 + Penalty 2962.602490 = -1062265.652769
  nChanged 3
		SP:Iteration 90Q (12661.450000 sec): 3 clusters
  Score: Raw -1065229.266425 + Penalty 2962.602490 = -1062266.663935
  nChanged 2
		SP:Iteration 91Q (12661.470000 sec): 3 clusters
  Score: Raw -1065229.971660 + Penalty 2962.602490 = -1062267.369171
  nChanged 3
		SP:Iteration 92Q (12661.490000 sec): 3 clusters
  Score: Raw -1065230.692204 + Penalty 2962.602490 = -1062268.089714
  nChanged 1
		SP:Iteration 93Q (12661.510000 sec): 3 clusters
  Score: Raw -1065230.904952 + Penalty 2962.602490 = -1062268.302462
  nChanged 0
		SP:Iteration 94F (12661.530000 sec): 3 clusters
  Score: Raw -1065230.904952 + Penalty 2962.602490 = -1062268.302462
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12661.530000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12661.530000 sec): 3 clusters
  Score: Raw -14333.119221 + Penalty 1574.360803 = -12758.758418
  nChanged 4
		SP:Iteration 1Q (12661.530000 sec): 3 clusters
  Score: Raw -14364.378282 + Penalty 1574.360803 = -12790.017479
  nChanged 1
		SP:Iteration 2Q (12661.540000 sec): 3 clusters
  Score: Raw -14366.407187 + Penalty 1574.360803 = -12792.046384
  nChanged 1
		SP:Iteration 3Q (12661.540000 sec): 3 clusters
  Score: Raw -14370.290594 + Penalty 1574.360803 = -12795.929791
  nChanged 0
		SP:Iteration 4F (12661.540000 sec): 3 clusters
  Score: Raw -14370.290594 + Penalty 1574.360803 = -12795.929791
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12661.540000 sec): 2 clusters
  Score: Raw -83257.724110 + Penalty 1071.814334 = -82185.909777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12661.540000 sec): 3 clusters
  Score: Raw -83110.032426 + Penalty 2143.628667 = -80966.403759
  nChanged 184
		SP:Iteration 1F (12661.550000 sec): 3 clusters
  Score: Raw -83283.000786 + Penalty 2143.628667 = -81139.372119
  nChanged 35
		SP:Iteration 2Q (12661.550000 sec): 3 clusters
  Score: Raw -83316.967605 + Penalty 2143.628667 = -81173.338938
  nChanged 18
		SP:Iteration 3Q (12661.550000 sec): 3 clusters
  Score: Raw -83343.044523 + Penalty 2143.628667 = -81199.415856
  nChanged 19
		SP:Iteration 4Q (12661.550000 sec): 3 clusters
  Score: Raw -83366.116577 + Penalty 2143.628667 = -81222.487910
  nChanged 11
		SP:Iteration 5Q (12661.550000 sec): 3 clusters
  Score: Raw -83385.773761 + Penalty 2143.628667 = -81242.145094
  nChanged 9
		SP:Iteration 6Q (12661.550000 sec): 3 clusters
  Score: Raw -83396.995745 + Penalty 2143.628667 = -81253.367078
  nChanged 8
		SP:Iteration 7Q (12661.560000 sec): 3 clusters
  Score: Raw -83409.735940 + Penalty 2143.628667 = -81266.107273
  nChanged 5
		SP:Iteration 8Q (12661.560000 sec): 3 clusters
  Score: Raw -83418.922507 + Penalty 2143.628667 = -81275.293840
  nChanged 7
		SP:Iteration 9Q (12661.560000 sec): 3 clusters
  Score: Raw -83426.251305 + Penalty 2143.628667 = -81282.622638
  nChanged 9
		SP:Iteration 10Q (12661.560000 sec): 3 clusters
  Score: Raw -83431.064797 + Penalty 2143.628667 = -81287.436129
  nChanged 3
		SP:Iteration 11Q (12661.560000 sec): 3 clusters
  Score: Raw -83433.371267 + Penalty 2143.628667 = -81289.742600
  nChanged 2
		SP:Iteration 12Q (12661.570000 sec): 3 clusters
  Score: Raw -83435.334686 + Penalty 2143.628667 = -81291.706019
  nChanged 1
		SP:Iteration 13Q (12661.570000 sec): 3 clusters
  Score: Raw -83438.764416 + Penalty 2143.628667 = -81295.135749
  nChanged 3
		SP:Iteration 14Q (12661.570000 sec): 3 clusters
  Score: Raw -83445.938006 + Penalty 2143.628667 = -81302.309339
  nChanged 3
		SP:Iteration 15Q (12661.570000 sec): 3 clusters
  Score: Raw -83451.265503 + Penalty 2143.628667 = -81307.636836
  nChanged 4
		SP:Iteration 16Q (12661.570000 sec): 3 clusters
  Score: Raw -83455.428960 + Penalty 2143.628667 = -81311.800293
  nChanged 1
		SP:Iteration 17Q (12661.570000 sec): 3 clusters
  Score: Raw -83456.519427 + Penalty 2143.628667 = -81312.890760
  nChanged 2
		SP:Iteration 18Q (12661.580000 sec): 3 clusters
  Score: Raw -83459.501281 + Penalty 2143.628667 = -81315.872614
  nChanged 0
		SP:Iteration 19F (12661.580000 sec): 3 clusters
  Score: Raw -83459.501281 + Penalty 2143.628667 = -81315.872614
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12661.590000 sec): 2 clusters
  Score: Raw -394005.168115 + Penalty 1336.077671 = -392669.090444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12661.600000 sec): 3 clusters
  Score: Raw -392222.894420 + Penalty 2672.155342 = -389550.739078
  nChanged 1397
		SP:Iteration 1F (12661.610000 sec): 3 clusters
  Score: Raw -393185.150290 + Penalty 2672.155342 = -390512.994948
  nChanged 326
		SP:Iteration 2F (12661.620000 sec): 3 clusters
  Score: Raw -393499.325580 + Penalty 2672.155342 = -390827.170238
  nChanged 266
		SP:Iteration 3F (12661.630000 sec): 3 clusters
  Score: Raw -393751.904077 + Penalty 2672.155342 = -391079.748735
  nChanged 222
		SP:Iteration 4F (12661.640000 sec): 3 clusters
  Score: Raw -393952.410225 + Penalty 2672.155342 = -391280.254883
  nChanged 187
		SP:Iteration 5F (12661.650000 sec): 3 clusters
  Score: Raw -394105.973063 + Penalty 2672.155342 = -391433.817721
  nChanged 138
		SP:Iteration 6Q (12661.660000 sec): 3 clusters
  Score: Raw -394217.350968 + Penalty 2672.155342 = -391545.195626
  nChanged 128
		SP:Iteration 7Q (12661.670000 sec): 3 clusters
  Score: Raw -394334.366018 + Penalty 2672.155342 = -391662.210676
  nChanged 128
		SP:Iteration 8Q (12661.670000 sec): 3 clusters
  Score: Raw -394430.618339 + Penalty 2672.155342 = -391758.462997
  nChanged 82
		SP:Iteration 9Q (12661.680000 sec): 3 clusters
  Score: Raw -394481.493669 + Penalty 2672.155342 = -391809.338327
  nChanged 62
		SP:Iteration 10Q (12661.690000 sec): 3 clusters
  Score: Raw -394515.374962 + Penalty 2672.155342 = -391843.219620
  nChanged 46
		SP:Iteration 11Q (12661.700000 sec): 3 clusters
  Score: Raw -394544.182731 + Penalty 2672.155342 = -391872.027388
  nChanged 41
		SP:Iteration 12Q (12661.710000 sec): 3 clusters
  Score: Raw -394565.056034 + Penalty 2672.155342 = -391892.900692
  nChanged 39
		SP:Iteration 13Q (12661.720000 sec): 3 clusters
  Score: Raw -394582.146649 + Penalty 2672.155342 = -391909.991307
  nChanged 27
		SP:Iteration 14Q (12661.730000 sec): 3 clusters
  Score: Raw -394592.652790 + Penalty 2672.155342 = -391920.497448
  nChanged 21
		SP:Iteration 15Q (12661.730000 sec): 3 clusters
  Score: Raw -394602.306599 + Penalty 2672.155342 = -391930.151257
  nChanged 21
		SP:Iteration 16Q (12661.740000 sec): 3 clusters
  Score: Raw -394612.774371 + Penalty 2672.155342 = -391940.619029
  nChanged 22
		SP:Iteration 17Q (12661.750000 sec): 3 clusters
  Score: Raw -394622.373124 + Penalty 2672.155342 = -391950.217781
  nChanged 22
		SP:Iteration 18Q (12661.760000 sec): 3 clusters
  Score: Raw -394632.522538 + Penalty 2672.155342 = -391960.367196
  nChanged 27
		SP:Iteration 19Q (12661.770000 sec): 3 clusters
  Score: Raw -394648.237843 + Penalty 2672.155342 = -391976.082501
  nChanged 34
		SP:Iteration 20F (12661.770000 sec): 3 clusters
  Score: Raw -394670.087023 + Penalty 2672.155342 = -391997.931681
  nChanged 20
		SP:Iteration 21Q (12661.780000 sec): 3 clusters
  Score: Raw -394680.938625 + Penalty 2672.155342 = -392008.783283
  nChanged 21
		SP:Iteration 22Q (12661.790000 sec): 3 clusters
  Score: Raw -394690.876046 + Penalty 2672.155342 = -392018.720703
  nChanged 14
		SP:Iteration 23Q (12661.800000 sec): 3 clusters
  Score: Raw -394695.953213 + Penalty 2672.155342 = -392023.797871
  nChanged 6
		SP:Iteration 24Q (12661.810000 sec): 3 clusters
  Score: Raw -394697.644832 + Penalty 2672.155342 = -392025.489490
  nChanged 2
		SP:Iteration 25Q (12661.810000 sec): 3 clusters
  Score: Raw -394698.208821 + Penalty 2672.155342 = -392026.053479
  nChanged 3
		SP:Iteration 26Q (12661.820000 sec): 3 clusters
  Score: Raw -394698.927631 + Penalty 2672.155342 = -392026.772289
  nChanged 0
		SP:Iteration 27F (12661.830000 sec): 3 clusters
  Score: Raw -394698.927631 + Penalty 2672.155342 = -392026.772289
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12661.840000 sec): 2 clusters
  Score: Raw -126378.874893 + Penalty 1177.186971 = -125201.687922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12661.850000 sec): 3 clusters
  Score: Raw -125896.566568 + Penalty 2354.373943 = -123542.192626
  nChanged 464
		SP:Iteration 1F (12661.850000 sec): 3 clusters
  Score: Raw -126405.911195 + Penalty 2354.373943 = -124051.537252
  nChanged 152
		SP:Iteration 2F (12661.850000 sec): 3 clusters
  Score: Raw -126602.140130 + Penalty 2354.373943 = -124247.766188
  nChanged 80
		SP:Iteration 3F (12661.850000 sec): 3 clusters
  Score: Raw -126692.507912 + Penalty 2354.373943 = -124338.133969
  nChanged 48
		SP:Iteration 4Q (12661.860000 sec): 3 clusters
  Score: Raw -126753.438845 + Penalty 2354.373943 = -124399.064903
  nChanged 38
		SP:Iteration 5Q (12661.860000 sec): 3 clusters
  Score: Raw -126797.488814 + Penalty 2354.373943 = -124443.114872
  nChanged 22
		SP:Iteration 6Q (12661.870000 sec): 3 clusters
  Score: Raw -126821.452531 + Penalty 2354.373943 = -124467.078589
  nChanged 22
		SP:Iteration 7Q (12661.870000 sec): 3 clusters
  Score: Raw -126836.478515 + Penalty 2354.373943 = -124482.104572
  nChanged 16
		SP:Iteration 8Q (12661.870000 sec): 3 clusters
  Score: Raw -126847.109707 + Penalty 2354.373943 = -124492.735764
  nChanged 7
		SP:Iteration 9Q (12661.870000 sec): 3 clusters
  Score: Raw -126851.951962 + Penalty 2354.373943 = -124497.578019
  nChanged 4
		SP:Iteration 10Q (12661.880000 sec): 3 clusters
  Score: Raw -126853.831212 + Penalty 2354.373943 = -124499.457269
  nChanged 3
		SP:Iteration 11Q (12661.890000 sec): 3 clusters
  Score: Raw -126855.470197 + Penalty 2354.373943 = -124501.096255
  nChanged 0
		SP:Iteration 12F (12661.890000 sec): 3 clusters
  Score: Raw -126855.470197 + Penalty 2354.373943 = -124501.096255
  nChanged 0
Iteration 299Q (12672.660000 sec): 79 clusters
  Score: Raw -155815244.815111 + Penalty 179202.892427 = -155636041.922684
  nChanged 186
Iteration 300F (12768.170000 sec): 79 clusters
  Score: Raw -155815266.858283 + Penalty 179202.892427 = -155636063.965856
  nChanged 173
Iteration 301Q (12779.170000 sec): 79 clusters
  Score: Raw -155815285.104373 + Penalty 179202.892427 = -155636082.211947
  nChanged 177
Iteration 302Q (12790.100000 sec): 79 clusters
  Score: Raw -155815311.987279 + Penalty 179202.892427 = -155636109.094852
  nChanged 162
Iteration 303Q (12801.040000 sec): 79 clusters
  Score: Raw -155815344.945759 + Penalty 179202.892427 = -155636142.053333
  nChanged 164
Iteration 304Q (12812.010000 sec): 79 clusters
  Score: Raw -155815376.247003 + Penalty 179202.892427 = -155636173.354576
  nChanged 155
Iteration 305Q (12823.050000 sec): 79 clusters
  Score: Raw -155815408.055516 + Penalty 179202.892427 = -155636205.163089
  nChanged 141
Iteration 306Q (12834.020000 sec): 79 clusters
  Score: Raw -155815450.605299 + Penalty 179202.892427 = -155636247.712872
  nChanged 137
Iteration 307Q (12844.960000 sec): 79 clusters
  Score: Raw -155815495.999379 + Penalty 179202.892427 = -155636293.106952
  nChanged 147
Iteration 308Q (12855.970000 sec): 79 clusters
  Score: Raw -155815524.974594 + Penalty 179202.892427 = -155636322.082167
  nChanged 127
Iteration 309Q (12866.920000 sec): 79 clusters
  Score: Raw -155815548.245108 + Penalty 179202.892427 = -155636345.352681
  nChanged 103
Iteration 310Q (12877.860000 sec): 79 clusters
  Score: Raw -155815561.712272 + Penalty 179202.892427 = -155636358.819845
  nChanged 84
Iteration 311Q (12888.700000 sec): 79 clusters
  Score: Raw -155815571.562294 + Penalty 179202.892427 = -155636368.669867
  nChanged 77
Iteration 312Q (12899.570000 sec): 79 clusters
  Score: Raw -155815578.838979 + Penalty 179202.892427 = -155636375.946552
  nChanged 46
Iteration 313Q (12910.490000 sec): 79 clusters
  Score: Raw -155815583.994545 + Penalty 179202.892427 = -155636381.102118
  nChanged 43
Iteration 314Q (12921.310000 sec): 79 clusters
  Score: Raw -155815589.016728 + Penalty 179202.892427 = -155636386.124301
  nChanged 28
Iteration 315Q (12932.380000 sec): 79 clusters
  Score: Raw -155815592.466696 + Penalty 179202.892427 = -155636389.574269
  nChanged 36
Iteration 316Q (12943.130000 sec): 79 clusters
  Score: Raw -155815595.854077 + Penalty 179202.892427 = -155636392.961650
  nChanged 34
Iteration 317Q (12953.920000 sec): 79 clusters
  Score: Raw -155815598.457488 + Penalty 179202.892427 = -155636395.565061
  nChanged 38
Iteration 318Q (12964.620000 sec): 79 clusters
  Score: Raw -155815601.289323 + Penalty 179202.892427 = -155636398.396896
  nChanged 33
Iteration 319Q (12975.340000 sec): 79 clusters
  Score: Raw -155815603.351701 + Penalty 179202.892427 = -155636400.459274
  nChanged 32
Iteration 320F (13070.700000 sec): 79 clusters
  Score: Raw -155815605.207020 + Penalty 179202.892427 = -155636402.314593
  nChanged 29
Iteration 321Q (13081.390000 sec): 79 clusters
  Score: Raw -155815606.635587 + Penalty 179202.892427 = -155636403.743160
  nChanged 19
Iteration 322Q (13092.230000 sec): 79 clusters
  Score: Raw -155815607.872682 + Penalty 179202.892427 = -155636404.980255
  nChanged 21
Iteration 323Q (13103.100000 sec): 79 clusters
  Score: Raw -155815609.511102 + Penalty 179202.892427 = -155636406.618675
  nChanged 19
Iteration 324Q (13113.960000 sec): 79 clusters
  Score: Raw -155815610.980287 + Penalty 179202.892427 = -155636408.087860
  nChanged 18
Iteration 325Q (13124.970000 sec): 79 clusters
  Score: Raw -155815612.119413 + Penalty 179202.892427 = -155636409.226986
  nChanged 24
Iteration 326Q (13135.880000 sec): 79 clusters
  Score: Raw -155815613.722623 + Penalty 179202.892427 = -155636410.830196
  nChanged 34
Iteration 327Q (13146.830000 sec): 79 clusters
  Score: Raw -155815616.468990 + Penalty 179202.892427 = -155636413.576563
  nChanged 30
Iteration 328Q (13157.740000 sec): 79 clusters
  Score: Raw -155815618.928112 + Penalty 179202.892427 = -155636416.035685
  nChanged 25
Iteration 329Q (13168.620000 sec): 79 clusters
  Score: Raw -155815620.964816 + Penalty 179202.892427 = -155636418.072389
  nChanged 24
Iteration 330Q (13179.480000 sec): 79 clusters
  Score: Raw -155815622.000242 + Penalty 179202.892427 = -155636419.107815
  nChanged 18
Iteration 331Q (13190.420000 sec): 79 clusters
  Score: Raw -155815622.838478 + Penalty 179202.892427 = -155636419.946051
  nChanged 10
Iteration 332Q (13201.400000 sec): 79 clusters
  Score: Raw -155815623.438287 + Penalty 179202.892427 = -155636420.545860
  nChanged 11
Iteration 333Q (13212.290000 sec): 79 clusters
  Score: Raw -155815623.828158 + Penalty 179202.892427 = -155636420.935731
  nChanged 5
Iteration 334Q (13223.210000 sec): 79 clusters
  Score: Raw -155815623.965089 + Penalty 179202.892427 = -155636421.072662
  nChanged 4
Iteration 335Q (13234.120000 sec): 79 clusters
  Score: Raw -155815624.165909 + Penalty 179202.892427 = -155636421.273482
  nChanged 6
Iteration 336Q (13245.220000 sec): 79 clusters
  Score: Raw -155815624.346232 + Penalty 179202.892427 = -155636421.453805
  nChanged 4
Iteration 337Q (13256.300000 sec): 79 clusters
  Score: Raw -155815624.467387 + Penalty 179202.892427 = -155636421.574960
  nChanged 6
Iteration 338Q (13267.320000 sec): 79 clusters
  Score: Raw -155815624.686843 + Penalty 179202.892427 = -155636421.794416
  nChanged 9
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155815624.686843 + Penalty 179202.892427 = -155636421.794416
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13267.720000 sec): 2 clusters
  Score: Raw -7376576.783826 + Penalty 1797.266480 = -7374779.517345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13267.900000 sec): 3 clusters
  Score: Raw -7335737.853280 + Penalty 3594.532961 = -7332143.320320
  nChanged 30094
		SP:Iteration 1F (13268.070000 sec): 3 clusters
  Score: Raw -7353124.527999 + Penalty 3594.532961 = -7349529.995038
  nChanged 2559
		SP:Iteration 2Q (13268.250000 sec): 3 clusters
  Score: Raw -7353943.044628 + Penalty 3594.532961 = -7350348.511667
  nChanged 2801
		SP:Iteration 3Q (13268.430000 sec): 3 clusters
  Score: Raw -7354942.345002 + Penalty 3594.532961 = -7351347.812041
  nChanged 3020
		SP:Iteration 4Q (13268.610000 sec): 3 clusters
  Score: Raw -7356138.102290 + Penalty 3594.532961 = -7352543.569329
  nChanged 3239
		SP:Iteration 5F (13268.780000 sec): 3 clusters
  Score: Raw -7357576.316321 + Penalty 3594.532961 = -7353981.783360
  nChanged 3487
		SP:Iteration 6F (13268.950000 sec): 3 clusters
  Score: Raw -7359270.934392 + Penalty 3594.532961 = -7355676.401431
  nChanged 3514
		SP:Iteration 7F (13269.120000 sec): 3 clusters
  Score: Raw -7361165.088535 + Penalty 3594.532961 = -7357570.555574
  nChanged 3422
		SP:Iteration 8F (13269.290000 sec): 3 clusters
  Score: Raw -7363254.112595 + Penalty 3594.532961 = -7359659.579634
  nChanged 3117
		SP:Iteration 9Q (13269.470000 sec): 3 clusters
  Score: Raw -7365330.234228 + Penalty 3594.532961 = -7361735.701267
  nChanged 2663
		SP:Iteration 10Q (13269.650000 sec): 3 clusters
  Score: Raw -7367148.155630 + Penalty 3594.532961 = -7363553.622670
  nChanged 2267
		SP:Iteration 11Q (13269.830000 sec): 3 clusters
  Score: Raw -7368665.305616 + Penalty 3594.532961 = -7365070.772655
  nChanged 1861
		SP:Iteration 12Q (13269.990000 sec): 3 clusters
  Score: Raw -7369850.655839 + Penalty 3594.532961 = -7366256.122879
  nChanged 1636
		SP:Iteration 13Q (13270.150000 sec): 3 clusters
  Score: Raw -7370802.207955 + Penalty 3594.532961 = -7367207.674994
  nChanged 1405
		SP:Iteration 14Q (13270.300000 sec): 3 clusters
  Score: Raw -7371543.067562 + Penalty 3594.532961 = -7367948.534601
  nChanged 1262
		SP:Iteration 15Q (13270.450000 sec): 3 clusters
  Score: Raw -7372174.374245 + Penalty 3594.532961 = -7368579.841284
  nChanged 1175
		SP:Iteration 16Q (13270.600000 sec): 3 clusters
  Score: Raw -7372741.436152 + Penalty 3594.532961 = -7369146.903191
  nChanged 1115
		SP:Iteration 17Q (13270.740000 sec): 3 clusters
  Score: Raw -7373305.064381 + Penalty 3594.532961 = -7369710.531420
  nChanged 1069
		SP:Iteration 18Q (13270.880000 sec): 3 clusters
  Score: Raw -7373865.919748 + Penalty 3594.532961 = -7370271.386787
  nChanged 977
		SP:Iteration 19Q (13271.020000 sec): 3 clusters
  Score: Raw -7374404.710237 + Penalty 3594.532961 = -7370810.177276
  nChanged 862
		SP:Iteration 20F (13271.190000 sec): 3 clusters
  Score: Raw -7374882.175019 + Penalty 3594.532961 = -7371287.642058
  nChanged 739
		SP:Iteration 21Q (13271.330000 sec): 3 clusters
  Score: Raw -7375320.717458 + Penalty 3594.532961 = -7371726.184497
  nChanged 630
		SP:Iteration 22Q (13271.460000 sec): 3 clusters
  Score: Raw -7375712.168317 + Penalty 3594.532961 = -7372117.635356
  nChanged 527
		SP:Iteration 23Q (13271.590000 sec): 3 clusters
  Score: Raw -7376050.936321 + Penalty 3594.532961 = -7372456.403360
  nChanged 367
		SP:Iteration 24Q (13271.710000 sec): 3 clusters
  Score: Raw -7376283.527833 + Penalty 3594.532961 = -7372688.994872
  nChanged 280
		SP:Iteration 25Q (13271.840000 sec): 3 clusters
  Score: Raw -7376464.699245 + Penalty 3594.532961 = -7372870.166284
  nChanged 178
		SP:Iteration 26Q (13271.970000 sec): 3 clusters
  Score: Raw -7376575.950633 + Penalty 3594.532961 = -7372981.417672
  nChanged 107
		SP:Iteration 27Q (13272.090000 sec): 3 clusters
  Score: Raw -7376640.792795 + Penalty 3594.532961 = -7373046.259835
  nChanged 65
		SP:Iteration 28Q (13272.220000 sec): 3 clusters
  Score: Raw -7376679.335870 + Penalty 3594.532961 = -7373084.802909
  nChanged 55
		SP:Iteration 29Q (13272.340000 sec): 3 clusters
  Score: Raw -7376714.019908 + Penalty 3594.532961 = -7373119.486948
  nChanged 38
		SP:Iteration 30Q (13272.460000 sec): 3 clusters
  Score: Raw -7376740.141140 + Penalty 3594.532961 = -7373145.608179
  nChanged 30
		SP:Iteration 31Q (13272.580000 sec): 3 clusters
  Score: Raw -7376759.236445 + Penalty 3594.532961 = -7373164.703484
  nChanged 23
		SP:Iteration 32Q (13272.700000 sec): 3 clusters
  Score: Raw -7376772.413223 + Penalty 3594.532961 = -7373177.880262
  nChanged 16
		SP:Iteration 33Q (13272.820000 sec): 3 clusters
  Score: Raw -7376783.861502 + Penalty 3594.532961 = -7373189.328541
  nChanged 10
		SP:Iteration 34Q (13272.940000 sec): 3 clusters
  Score: Raw -7376788.404203 + Penalty 3594.532961 = -7373193.871242
  nChanged 2
		SP:Iteration 35Q (13273.060000 sec): 3 clusters
  Score: Raw -7376789.876686 + Penalty 3594.532961 = -7373195.343725
  nChanged 2
		SP:Iteration 36Q (13273.180000 sec): 3 clusters
  Score: Raw -7376791.331562 + Penalty 3594.532961 = -7373196.798601
  nChanged 1
		SP:Iteration 37Q (13273.300000 sec): 3 clusters
  Score: Raw -7376791.504499 + Penalty 3594.532961 = -7373196.971538
  nChanged 0
		SP:Iteration 38F (13273.470000 sec): 3 clusters
  Score: Raw -7376791.504499 + Penalty 3594.532961 = -7373196.971538
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13273.500000 sec): 2 clusters
  Score: Raw -52379.892963 + Penalty 1029.446316 = -51350.446647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13273.510000 sec): 3 clusters
  Score: Raw -52307.467326 + Penalty 2058.892632 = -50248.574694
  nChanged 133
		SP:Iteration 1F (13273.510000 sec): 3 clusters
  Score: Raw -52460.676835 + Penalty 2058.892632 = -50401.784204
  nChanged 30
		SP:Iteration 2F (13273.510000 sec): 3 clusters
  Score: Raw -52513.107608 + Penalty 2058.892632 = -50454.214976
  nChanged 17
		SP:Iteration 3Q (13273.510000 sec): 3 clusters
  Score: Raw -52531.421419 + Penalty 2058.892632 = -50472.528788
  nChanged 6
		SP:Iteration 4Q (13273.510000 sec): 3 clusters
  Score: Raw -52535.803273 + Penalty 2058.892632 = -50476.910641
  nChanged 3
		SP:Iteration 5Q (13273.510000 sec): 3 clusters
  Score: Raw -52541.160308 + Penalty 2058.892632 = -50482.267676
  nChanged 4
		SP:Iteration 6Q (13273.510000 sec): 3 clusters
  Score: Raw -52546.210788 + Penalty 2058.892632 = -50487.318156
  nChanged 2
		SP:Iteration 7Q (13273.510000 sec): 3 clusters
  Score: Raw -52552.568319 + Penalty 2058.892632 = -50493.675687
  nChanged 1
		SP:Iteration 8Q (13273.520000 sec): 3 clusters
  Score: Raw -52555.636530 + Penalty 2058.892632 = -50496.743898
  nChanged 2
		SP:Iteration 9Q (13273.520000 sec): 3 clusters
  Score: Raw -52556.864114 + Penalty 2058.892632 = -50497.971482
  nChanged 1
		SP:Iteration 10Q (13273.520000 sec): 3 clusters
  Score: Raw -52558.568526 + Penalty 2058.892632 = -50499.675894
  nChanged 3
		SP:Iteration 11Q (13273.520000 sec): 3 clusters
  Score: Raw -52560.571861 + Penalty 2058.892632 = -50501.679230
  nChanged 1
		SP:Iteration 12Q (13273.520000 sec): 3 clusters
  Score: Raw -52560.822462 + Penalty 2058.892632 = -50501.929831
  nChanged 0
		SP:Iteration 13F (13273.520000 sec): 3 clusters
  Score: Raw -52560.822462 + Penalty 2058.892632 = -50501.929831
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13273.540000 sec): 2 clusters
  Score: Raw -447683.683336 + Penalty 1345.533188 = -446338.150148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13273.550000 sec): 3 clusters
  Score: Raw -445718.606202 + Penalty 2691.066376 = -443027.539827
  nChanged 1531
		SP:Iteration 1F (13273.560000 sec): 3 clusters
  Score: Raw -446558.696955 + Penalty 2691.066376 = -443867.630579
  nChanged 294
		SP:Iteration 2F (13273.570000 sec): 3 clusters
  Score: Raw -446736.112452 + Penalty 2691.066376 = -444045.046076
  nChanged 225
		SP:Iteration 3F (13273.580000 sec): 3 clusters
  Score: Raw -446860.828662 + Penalty 2691.066376 = -444169.762286
  nChanged 159
		SP:Iteration 4Q (13273.590000 sec): 3 clusters
  Score: Raw -446935.041359 + Penalty 2691.066376 = -444243.974983
  nChanged 130
		SP:Iteration 5Q (13273.600000 sec): 3 clusters
  Score: Raw -447008.597643 + Penalty 2691.066376 = -444317.531268
  nChanged 129
		SP:Iteration 6Q (13273.610000 sec): 3 clusters
  Score: Raw -447071.904915 + Penalty 2691.066376 = -444380.838539
  nChanged 98
		SP:Iteration 7Q (13273.620000 sec): 3 clusters
  Score: Raw -447122.283031 + Penalty 2691.066376 = -444431.216655
  nChanged 104
		SP:Iteration 8Q (13273.630000 sec): 3 clusters
  Score: Raw -447174.115591 + Penalty 2691.066376 = -444483.049215
  nChanged 98
		SP:Iteration 9Q (13273.640000 sec): 3 clusters
  Score: Raw -447226.395893 + Penalty 2691.066376 = -444535.329517
  nChanged 101
		SP:Iteration 10Q (13273.650000 sec): 3 clusters
  Score: Raw -447290.279389 + Penalty 2691.066376 = -444599.213013
  nChanged 110
		SP:Iteration 11Q (13273.660000 sec): 3 clusters
  Score: Raw -447356.378293 + Penalty 2691.066376 = -444665.311918
  nChanged 102
		SP:Iteration 12Q (13273.670000 sec): 3 clusters
  Score: Raw -447425.199354 + Penalty 2691.066376 = -444734.132979
  nChanged 103
		SP:Iteration 13Q (13273.680000 sec): 3 clusters
  Score: Raw -447498.029219 + Penalty 2691.066376 = -444806.962843
  nChanged 97
		SP:Iteration 14Q (13273.690000 sec): 3 clusters
  Score: Raw -447571.560555 + Penalty 2691.066376 = -444880.494179
  nChanged 103
		SP:Iteration 15Q (13273.690000 sec): 3 clusters
  Score: Raw -447660.437153 + Penalty 2691.066376 = -444969.370777
  nChanged 100
		SP:Iteration 16Q (13273.710000 sec): 3 clusters
  Score: Raw -447759.829910 + Penalty 2691.066376 = -445068.763534
  nChanged 89
		SP:Iteration 17Q (13273.710000 sec): 3 clusters
  Score: Raw -447859.154309 + Penalty 2691.066376 = -445168.087933
  nChanged 72
		SP:Iteration 18Q (13273.720000 sec): 3 clusters
  Score: Raw -447932.167870 + Penalty 2691.066376 = -445241.101494
  nChanged 56
		SP:Iteration 19Q (13273.730000 sec): 3 clusters
  Score: Raw -447994.204154 + Penalty 2691.066376 = -445303.137778
  nChanged 49
		SP:Iteration 20F (13273.740000 sec): 3 clusters
  Score: Raw -448043.167462 + Penalty 2691.066376 = -445352.101086
  nChanged 41
		SP:Iteration 21Q (13273.750000 sec): 3 clusters
  Score: Raw -448078.161906 + Penalty 2691.066376 = -445387.095531
  nChanged 32
		SP:Iteration 22Q (13273.760000 sec): 3 clusters
  Score: Raw -448107.768580 + Penalty 2691.066376 = -445416.702204
  nChanged 31
		SP:Iteration 23Q (13273.770000 sec): 3 clusters
  Score: Raw -448131.871560 + Penalty 2691.066376 = -445440.805184
  nChanged 25
		SP:Iteration 24Q (13273.770000 sec): 3 clusters
  Score: Raw -448149.705130 + Penalty 2691.066376 = -445458.638755
  nChanged 21
		SP:Iteration 25Q (13273.780000 sec): 3 clusters
  Score: Raw -448164.169597 + Penalty 2691.066376 = -445473.103221
  nChanged 14
		SP:Iteration 26Q (13273.790000 sec): 3 clusters
  Score: Raw -448171.387143 + Penalty 2691.066376 = -445480.320767
  nChanged 10
		SP:Iteration 27Q (13273.800000 sec): 3 clusters
  Score: Raw -448176.463163 + Penalty 2691.066376 = -445485.396787
  nChanged 6
		SP:Iteration 28Q (13273.810000 sec): 3 clusters
  Score: Raw -448178.712709 + Penalty 2691.066376 = -445487.646333
  nChanged 4
		SP:Iteration 29Q (13273.810000 sec): 3 clusters
  Score: Raw -448181.025023 + Penalty 2691.066376 = -445489.958647
  nChanged 6
		SP:Iteration 30Q (13273.820000 sec): 3 clusters
  Score: Raw -448182.607865 + Penalty 2691.066376 = -445491.541490
  nChanged 4
		SP:Iteration 31Q (13273.830000 sec): 3 clusters
  Score: Raw -448183.923821 + Penalty 2691.066376 = -445492.857445
  nChanged 3
		SP:Iteration 32Q (13273.840000 sec): 3 clusters
  Score: Raw -448186.171945 + Penalty 2691.066376 = -445495.105569
  nChanged 4
		SP:Iteration 33Q (13273.850000 sec): 3 clusters
  Score: Raw -448187.455067 + Penalty 2691.066376 = -445496.388691
  nChanged 1
		SP:Iteration 34Q (13273.850000 sec): 3 clusters
  Score: Raw -448187.630400 + Penalty 2691.066376 = -445496.564024
  nChanged 0
		SP:Iteration 35F (13273.870000 sec): 3 clusters
  Score: Raw -448187.630400 + Penalty 2691.066376 = -445496.564024
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13273.870000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13273.870000 sec): 3 clusters
  Score: Raw -40520.796074 + Penalty 1919.242601 = -38601.553474
  nChanged 85
		SP:Iteration 1F (13273.870000 sec): 3 clusters
  Score: Raw -40684.211119 + Penalty 1919.242601 = -38764.968519
  nChanged 20
		SP:Iteration 2F (13273.870000 sec): 3 clusters
  Score: Raw -40726.813340 + Penalty 1919.242601 = -38807.570740
  nChanged 5
		SP:Iteration 3Q (13273.870000 sec): 3 clusters
  Score: Raw -40735.731278 + Penalty 1919.242601 = -38816.488677
  nChanged 5
		SP:Iteration 4Q (13273.880000 sec): 3 clusters
  Score: Raw -40742.333140 + Penalty 1919.242601 = -38823.090540
  nChanged 0
		SP:Iteration 5F (13273.880000 sec): 3 clusters
  Score: Raw -40742.333140 + Penalty 1919.242601 = -38823.090540
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13273.910000 sec): 2 clusters
  Score: Raw -1163772.742726 + Penalty 1502.129176 = -1162270.613549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13273.940000 sec): 3 clusters
  Score: Raw -1157842.044263 + Penalty 3004.258353 = -1154837.785910
  nChanged 4494
		SP:Iteration 1F (13273.970000 sec): 3 clusters
  Score: Raw -1160456.489560 + Penalty 3004.258353 = -1157452.231208
  nChanged 718
		SP:Iteration 2F (13274.000000 sec): 3 clusters
  Score: Raw -1160911.639056 + Penalty 3004.258353 = -1157907.380703
  nChanged 681
		SP:Iteration 3F (13274.020000 sec): 3 clusters
  Score: Raw -1161406.746566 + Penalty 3004.258353 = -1158402.488213
  nChanged 687
		SP:Iteration 4F (13274.050000 sec): 3 clusters
  Score: Raw -1161943.564837 + Penalty 3004.258353 = -1158939.306485
  nChanged 744
		SP:Iteration 5F (13274.070000 sec): 3 clusters
  Score: Raw -1162548.900469 + Penalty 3004.258353 = -1159544.642116
  nChanged 710
		SP:Iteration 6F (13274.100000 sec): 3 clusters
  Score: Raw -1163077.609077 + Penalty 3004.258353 = -1160073.350724
  nChanged 579
		SP:Iteration 7F (13274.130000 sec): 3 clusters
  Score: Raw -1163502.207855 + Penalty 3004.258353 = -1160497.949502
  nChanged 484
		SP:Iteration 8Q (13274.150000 sec): 3 clusters
  Score: Raw -1163832.869897 + Penalty 3004.258353 = -1160828.611544
  nChanged 385
		SP:Iteration 9Q (13274.180000 sec): 3 clusters
  Score: Raw -1164032.780314 + Penalty 3004.258353 = -1161028.521961
  nChanged 267
		SP:Iteration 10Q (13274.210000 sec): 3 clusters
  Score: Raw -1164149.325535 + Penalty 3004.258353 = -1161145.067182
  nChanged 222
		SP:Iteration 11Q (13274.230000 sec): 3 clusters
  Score: Raw -1164242.210663 + Penalty 3004.258353 = -1161237.952310
  nChanged 163
		SP:Iteration 12Q (13274.260000 sec): 3 clusters
  Score: Raw -1164297.938975 + Penalty 3004.258353 = -1161293.680622
  nChanged 124
		SP:Iteration 13Q (13274.280000 sec): 3 clusters
  Score: Raw -1164332.620575 + Penalty 3004.258353 = -1161328.362222
  nChanged 97
		SP:Iteration 14Q (13274.310000 sec): 3 clusters
  Score: Raw -1164351.741265 + Penalty 3004.258353 = -1161347.482912
  nChanged 57
		SP:Iteration 15Q (13274.330000 sec): 3 clusters
  Score: Raw -1164362.026191 + Penalty 3004.258353 = -1161357.767838
  nChanged 47
		SP:Iteration 16Q (13274.360000 sec): 3 clusters
  Score: Raw -1164369.490872 + Penalty 3004.258353 = -1161365.232519
  nChanged 29
		SP:Iteration 17Q (13274.390000 sec): 3 clusters
  Score: Raw -1164372.796526 + Penalty 3004.258353 = -1161368.538173
  nChanged 23
		SP:Iteration 18Q (13274.410000 sec): 3 clusters
  Score: Raw -1164376.229470 + Penalty 3004.258353 = -1161371.971117
  nChanged 23
		SP:Iteration 19Q (13274.430000 sec): 3 clusters
  Score: Raw -1164381.042608 + Penalty 3004.258353 = -1161376.784255
  nChanged 26
		SP:Iteration 20F (13274.460000 sec): 3 clusters
  Score: Raw -1164385.144101 + Penalty 3004.258353 = -1161380.885749
  nChanged 21
		SP:Iteration 21Q (13274.490000 sec): 3 clusters
  Score: Raw -1164389.000632 + Penalty 3004.258353 = -1161384.742280
  nChanged 18
		SP:Iteration 22Q (13274.510000 sec): 3 clusters
  Score: Raw -1164394.464901 + Penalty 3004.258353 = -1161390.206548
  nChanged 23
		SP:Iteration 23Q (13274.540000 sec): 3 clusters
  Score: Raw -1164400.575297 + Penalty 3004.258353 = -1161396.316944
  nChanged 21
		SP:Iteration 24Q (13274.570000 sec): 3 clusters
  Score: Raw -1164406.239929 + Penalty 3004.258353 = -1161401.981576
  nChanged 26
		SP:Iteration 25Q (13274.590000 sec): 3 clusters
  Score: Raw -1164410.960055 + Penalty 3004.258353 = -1161406.701702
  nChanged 20
		SP:Iteration 26Q (13274.620000 sec): 3 clusters
  Score: Raw -1164414.244954 + Penalty 3004.258353 = -1161409.986601
  nChanged 14
		SP:Iteration 27Q (13274.640000 sec): 3 clusters
  Score: Raw -1164415.930178 + Penalty 3004.258353 = -1161411.671825
  nChanged 13
		SP:Iteration 28Q (13274.670000 sec): 3 clusters
  Score: Raw -1164417.063558 + Penalty 3004.258353 = -1161412.805205
  nChanged 6
		SP:Iteration 29Q (13274.690000 sec): 3 clusters
  Score: Raw -1164417.855673 + Penalty 3004.258353 = -1161413.597320
  nChanged 5
		SP:Iteration 30Q (13274.720000 sec): 3 clusters
  Score: Raw -1164418.629407 + Penalty 3004.258353 = -1161414.371054
  nChanged 7
		SP:Iteration 31Q (13274.750000 sec): 3 clusters
  Score: Raw -1164419.513103 + Penalty 3004.258353 = -1161415.254750
  nChanged 6
		SP:Iteration 32Q (13274.770000 sec): 3 clusters
  Score: Raw -1164420.026369 + Penalty 3004.258353 = -1161415.768016
  nChanged 4
		SP:Iteration 33Q (13274.800000 sec): 3 clusters
  Score: Raw -1164420.362572 + Penalty 3004.258353 = -1161416.104220
  nChanged 1
		SP:Iteration 34Q (13274.820000 sec): 3 clusters
  Score: Raw -1164420.378543 + Penalty 3004.258353 = -1161416.120190
  nChanged 0
		SP:Iteration 35F (13274.850000 sec): 3 clusters
  Score: Raw -1164420.378543 + Penalty 3004.258353 = -1161416.120190
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13274.920000 sec): 2 clusters
  Score: Raw -2358636.359930 + Penalty 1621.755174 = -2357014.604756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13274.980000 sec): 3 clusters
  Score: Raw -2345444.015479 + Penalty 3243.510348 = -2342200.505131
  nChanged 9836
		SP:Iteration 1F (13275.040000 sec): 3 clusters
  Score: Raw -2351433.390195 + Penalty 3243.510348 = -2348189.879847
  nChanged 1326
		SP:Iteration 2F (13275.090000 sec): 3 clusters
  Score: Raw -2352076.480709 + Penalty 3243.510348 = -2348832.970361
  nChanged 1239
		SP:Iteration 3F (13275.150000 sec): 3 clusters
  Score: Raw -2352664.085225 + Penalty 3243.510348 = -2349420.574877
  nChanged 1141
		SP:Iteration 4F (13275.210000 sec): 3 clusters
  Score: Raw -2353204.961092 + Penalty 3243.510348 = -2349961.450744
  nChanged 1071
		SP:Iteration 5Q (13275.270000 sec): 3 clusters
  Score: Raw -2353711.872182 + Penalty 3243.510348 = -2350468.361834
  nChanged 985
		SP:Iteration 6Q (13275.330000 sec): 3 clusters
  Score: Raw -2354204.677009 + Penalty 3243.510348 = -2350961.166660
  nChanged 948
		SP:Iteration 7Q (13275.390000 sec): 3 clusters
  Score: Raw -2354699.274951 + Penalty 3243.510348 = -2351455.764603
  nChanged 894
		SP:Iteration 8Q (13275.450000 sec): 3 clusters
  Score: Raw -2355253.360678 + Penalty 3243.510348 = -2352009.850330
  nChanged 844
		SP:Iteration 9Q (13275.510000 sec): 3 clusters
  Score: Raw -2355787.952532 + Penalty 3243.510348 = -2352544.442184
  nChanged 787
		SP:Iteration 10Q (13275.570000 sec): 3 clusters
  Score: Raw -2356283.578862 + Penalty 3243.510348 = -2353040.068514
  nChanged 716
		SP:Iteration 11Q (13275.620000 sec): 3 clusters
  Score: Raw -2356725.454216 + Penalty 3243.510348 = -2353481.943868
  nChanged 638
		SP:Iteration 12Q (13275.680000 sec): 3 clusters
  Score: Raw -2357135.762537 + Penalty 3243.510348 = -2353892.252189
  nChanged 551
		SP:Iteration 13Q (13275.730000 sec): 3 clusters
  Score: Raw -2357501.819897 + Penalty 3243.510348 = -2354258.309549
  nChanged 489
		SP:Iteration 14Q (13275.790000 sec): 3 clusters
  Score: Raw -2357840.032142 + Penalty 3243.510348 = -2354596.521794
  nChanged 411
		SP:Iteration 15Q (13275.840000 sec): 3 clusters
  Score: Raw -2358154.432867 + Penalty 3243.510348 = -2354910.922519
  nChanged 355
		SP:Iteration 16Q (13275.890000 sec): 3 clusters
  Score: Raw -2358449.745786 + Penalty 3243.510348 = -2355206.235438
  nChanged 313
		SP:Iteration 17Q (13275.940000 sec): 3 clusters
  Score: Raw -2358725.935111 + Penalty 3243.510348 = -2355482.424763
  nChanged 238
		SP:Iteration 18Q (13275.990000 sec): 3 clusters
  Score: Raw -2358908.989776 + Penalty 3243.510348 = -2355665.479428
  nChanged 206
		SP:Iteration 19Q (13276.030000 sec): 3 clusters
  Score: Raw -2359054.168177 + Penalty 3243.510348 = -2355810.657829
  nChanged 186
		SP:Iteration 20F (13276.090000 sec): 3 clusters
  Score: Raw -2359153.625839 + Penalty 3243.510348 = -2355910.115491
  nChanged 166
		SP:Iteration 21Q (13276.140000 sec): 3 clusters
  Score: Raw -2359235.398371 + Penalty 3243.510348 = -2355991.888023
  nChanged 137
		SP:Iteration 22Q (13276.190000 sec): 3 clusters
  Score: Raw -2359297.589132 + Penalty 3243.510348 = -2356054.078784
  nChanged 91
		SP:Iteration 23Q (13276.230000 sec): 3 clusters
  Score: Raw -2359333.661758 + Penalty 3243.510348 = -2356090.151410
  nChanged 89
		SP:Iteration 24Q (13276.280000 sec): 3 clusters
  Score: Raw -2359371.986766 + Penalty 3243.510348 = -2356128.476418
  nChanged 90
		SP:Iteration 25Q (13276.330000 sec): 3 clusters
  Score: Raw -2359412.563202 + Penalty 3243.510348 = -2356169.052854
  nChanged 70
		SP:Iteration 26Q (13276.370000 sec): 3 clusters
  Score: Raw -2359439.292832 + Penalty 3243.510348 = -2356195.782484
  nChanged 49
		SP:Iteration 27Q (13276.420000 sec): 3 clusters
  Score: Raw -2359454.420982 + Penalty 3243.510348 = -2356210.910634
  nChanged 35
		SP:Iteration 28Q (13276.460000 sec): 3 clusters
  Score: Raw -2359469.245567 + Penalty 3243.510348 = -2356225.735219
  nChanged 43
		SP:Iteration 29Q (13276.510000 sec): 3 clusters
  Score: Raw -2359481.713825 + Penalty 3243.510348 = -2356238.203477
  nChanged 31
		SP:Iteration 30Q (13276.550000 sec): 3 clusters
  Score: Raw -2359489.815273 + Penalty 3243.510348 = -2356246.304925
  nChanged 20
		SP:Iteration 31Q (13276.600000 sec): 3 clusters
  Score: Raw -2359495.354216 + Penalty 3243.510348 = -2356251.843868
  nChanged 18
		SP:Iteration 32Q (13276.640000 sec): 3 clusters
  Score: Raw -2359500.122292 + Penalty 3243.510348 = -2356256.611944
  nChanged 20
		SP:Iteration 33Q (13276.690000 sec): 3 clusters
  Score: Raw -2359504.580384 + Penalty 3243.510348 = -2356261.070036
  nChanged 10
		SP:Iteration 34Q (13276.730000 sec): 3 clusters
  Score: Raw -2359506.739337 + Penalty 3243.510348 = -2356263.228989
  nChanged 12
		SP:Iteration 35Q (13276.780000 sec): 3 clusters
  Score: Raw -2359509.404694 + Penalty 3243.510348 = -2356265.894346
  nChanged 12
		SP:Iteration 36Q (13276.820000 sec): 3 clusters
  Score: Raw -2359512.275097 + Penalty 3243.510348 = -2356268.764749
  nChanged 8
		SP:Iteration 37Q (13276.870000 sec): 3 clusters
  Score: Raw -2359513.980365 + Penalty 3243.510348 = -2356270.470017
  nChanged 13
		SP:Iteration 38Q (13276.910000 sec): 3 clusters
  Score: Raw -2359516.728753 + Penalty 3243.510348 = -2356273.218404
  nChanged 6
		SP:Iteration 39Q (13276.960000 sec): 3 clusters
  Score: Raw -2359517.833235 + Penalty 3243.510348 = -2356274.322887
  nChanged 5
		SP:Iteration 40F (13277.010000 sec): 3 clusters
  Score: Raw -2359519.211653 + Penalty 3243.510348 = -2356275.701305
  nChanged 7
		SP:Iteration 41Q (13277.060000 sec): 3 clusters
  Score: Raw -2359520.592617 + Penalty 3243.510348 = -2356277.082269
  nChanged 5
		SP:Iteration 42Q (13277.110000 sec): 3 clusters
  Score: Raw -2359521.700244 + Penalty 3243.510348 = -2356278.189896
  nChanged 3
		SP:Iteration 43Q (13277.150000 sec): 3 clusters
  Score: Raw -2359522.212019 + Penalty 3243.510348 = -2356278.701671
  nChanged 1
		SP:Iteration 44Q (13277.190000 sec): 3 clusters
  Score: Raw -2359522.408218 + Penalty 3243.510348 = -2356278.897870
  nChanged 1
		SP:Iteration 45Q (13277.240000 sec): 3 clusters
  Score: Raw -2359522.546935 + Penalty 3243.510348 = -2356279.036587
  nChanged 0
		SP:Iteration 46F (13277.290000 sec): 3 clusters
  Score: Raw -2359522.546935 + Penalty 3243.510348 = -2356279.036587
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13277.330000 sec): 2 clusters
  Score: Raw -1270268.441128 + Penalty 1509.757235 = -1268758.683892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13277.360000 sec): 3 clusters
  Score: Raw -1264107.834303 + Penalty 3019.514471 = -1261088.319833
  nChanged 4682
		SP:Iteration 1F (13277.390000 sec): 3 clusters
  Score: Raw -1266590.902319 + Penalty 3019.514471 = -1263571.387848
  nChanged 628
		SP:Iteration 2F (13277.420000 sec): 3 clusters
  Score: Raw -1266845.692713 + Penalty 3019.514471 = -1263826.178242
  nChanged 502
		SP:Iteration 3Q (13277.450000 sec): 3 clusters
  Score: Raw -1267050.125039 + Penalty 3019.514471 = -1264030.610568
  nChanged 443
		SP:Iteration 4Q (13277.470000 sec): 3 clusters
  Score: Raw -1267222.784012 + Penalty 3019.514471 = -1264203.269541
  nChanged 396
		SP:Iteration 5Q (13277.510000 sec): 3 clusters
  Score: Raw -1267361.565552 + Penalty 3019.514471 = -1264342.051081
  nChanged 331
		SP:Iteration 6Q (13277.530000 sec): 3 clusters
  Score: Raw -1267480.155350 + Penalty 3019.514471 = -1264460.640879
  nChanged 346
		SP:Iteration 7Q (13277.560000 sec): 3 clusters
  Score: Raw -1267624.143118 + Penalty 3019.514471 = -1264604.628647
  nChanged 377
		SP:Iteration 8Q (13277.590000 sec): 3 clusters
  Score: Raw -1267779.904738 + Penalty 3019.514471 = -1264760.390267
  nChanged 362
		SP:Iteration 9Q (13277.620000 sec): 3 clusters
  Score: Raw -1267935.897412 + Penalty 3019.514471 = -1264916.382941
  nChanged 371
		SP:Iteration 10Q (13277.650000 sec): 3 clusters
  Score: Raw -1268107.965083 + Penalty 3019.514471 = -1265088.450612
  nChanged 386
		SP:Iteration 11Q (13277.670000 sec): 3 clusters
  Score: Raw -1268276.148696 + Penalty 3019.514471 = -1265256.634225
  nChanged 380
		SP:Iteration 12Q (13277.700000 sec): 3 clusters
  Score: Raw -1268478.930360 + Penalty 3019.514471 = -1265459.415889
  nChanged 360
		SP:Iteration 13Q (13277.730000 sec): 3 clusters
  Score: Raw -1268663.375902 + Penalty 3019.514471 = -1265643.861432
  nChanged 353
		SP:Iteration 14Q (13277.760000 sec): 3 clusters
  Score: Raw -1268829.149648 + Penalty 3019.514471 = -1265809.635177
  nChanged 297
		SP:Iteration 15Q (13277.790000 sec): 3 clusters
  Score: Raw -1268976.568523 + Penalty 3019.514471 = -1265957.054052
  nChanged 299
		SP:Iteration 16Q (13277.810000 sec): 3 clusters
  Score: Raw -1269135.298744 + Penalty 3019.514471 = -1266115.784273
  nChanged 277
		SP:Iteration 17Q (13277.840000 sec): 3 clusters
  Score: Raw -1269277.786853 + Penalty 3019.514471 = -1266258.272383
  nChanged 264
		SP:Iteration 18Q (13277.870000 sec): 3 clusters
  Score: Raw -1269408.512179 + Penalty 3019.514471 = -1266388.997708
  nChanged 246
		SP:Iteration 19Q (13277.890000 sec): 3 clusters
  Score: Raw -1269522.559189 + Penalty 3019.514471 = -1266503.044718
  nChanged 225
		SP:Iteration 20F (13277.920000 sec): 3 clusters
  Score: Raw -1269622.080105 + Penalty 3019.514471 = -1266602.565634
  nChanged 188
		SP:Iteration 21Q (13277.950000 sec): 3 clusters
  Score: Raw -1269698.099213 + Penalty 3019.514471 = -1266678.584742
  nChanged 158
		SP:Iteration 22Q (13277.970000 sec): 3 clusters
  Score: Raw -1269750.415839 + Penalty 3019.514471 = -1266730.901369
  nChanged 121
		SP:Iteration 23Q (13278.000000 sec): 3 clusters
  Score: Raw -1269791.102910 + Penalty 3019.514471 = -1266771.588440
  nChanged 96
		SP:Iteration 24Q (13278.030000 sec): 3 clusters
  Score: Raw -1269815.739944 + Penalty 3019.514471 = -1266796.225473
  nChanged 77
		SP:Iteration 25Q (13278.050000 sec): 3 clusters
  Score: Raw -1269834.468705 + Penalty 3019.514471 = -1266814.954234
  nChanged 72
		SP:Iteration 26Q (13278.080000 sec): 3 clusters
  Score: Raw -1269848.811790 + Penalty 3019.514471 = -1266829.297319
  nChanged 52
		SP:Iteration 27Q (13278.110000 sec): 3 clusters
  Score: Raw -1269860.391230 + Penalty 3019.514471 = -1266840.876759
  nChanged 63
		SP:Iteration 28Q (13278.130000 sec): 3 clusters
  Score: Raw -1269872.681674 + Penalty 3019.514471 = -1266853.167203
  nChanged 58
		SP:Iteration 29Q (13278.150000 sec): 3 clusters
  Score: Raw -1269884.249028 + Penalty 3019.514471 = -1266864.734557
  nChanged 66
		SP:Iteration 30Q (13278.180000 sec): 3 clusters
  Score: Raw -1269896.733946 + Penalty 3019.514471 = -1266877.219475
  nChanged 48
		SP:Iteration 31Q (13278.210000 sec): 3 clusters
  Score: Raw -1269905.890828 + Penalty 3019.514471 = -1266886.376357
  nChanged 53
		SP:Iteration 32Q (13278.230000 sec): 3 clusters
  Score: Raw -1269917.307519 + Penalty 3019.514471 = -1266897.793048
  nChanged 43
		SP:Iteration 33Q (13278.260000 sec): 3 clusters
  Score: Raw -1269925.901575 + Penalty 3019.514471 = -1266906.387104
  nChanged 41
		SP:Iteration 34Q (13278.290000 sec): 3 clusters
  Score: Raw -1269933.088208 + Penalty 3019.514471 = -1266913.573738
  nChanged 30
		SP:Iteration 35Q (13278.310000 sec): 3 clusters
  Score: Raw -1269937.942482 + Penalty 3019.514471 = -1266918.428012
  nChanged 32
		SP:Iteration 36Q (13278.340000 sec): 3 clusters
  Score: Raw -1269942.196670 + Penalty 3019.514471 = -1266922.682199
  nChanged 29
		SP:Iteration 37Q (13278.370000 sec): 3 clusters
  Score: Raw -1269946.034622 + Penalty 3019.514471 = -1266926.520151
  nChanged 25
		SP:Iteration 38Q (13278.390000 sec): 3 clusters
  Score: Raw -1269949.696391 + Penalty 3019.514471 = -1266930.181920
  nChanged 19
		SP:Iteration 39Q (13278.420000 sec): 3 clusters
  Score: Raw -1269952.189868 + Penalty 3019.514471 = -1266932.675397
  nChanged 19
		SP:Iteration 40F (13278.450000 sec): 3 clusters
  Score: Raw -1269955.079946 + Penalty 3019.514471 = -1266935.565475
  nChanged 22
		SP:Iteration 41Q (13278.470000 sec): 3 clusters
  Score: Raw -1269957.936668 + Penalty 3019.514471 = -1266938.422197
  nChanged 10
		SP:Iteration 42Q (13278.500000 sec): 3 clusters
  Score: Raw -1269958.905818 + Penalty 3019.514471 = -1266939.391347
  nChanged 15
		SP:Iteration 43Q (13278.520000 sec): 3 clusters
  Score: Raw -1269961.195179 + Penalty 3019.514471 = -1266941.680708
  nChanged 20
		SP:Iteration 44Q (13278.550000 sec): 3 clusters
  Score: Raw -1269963.886595 + Penalty 3019.514471 = -1266944.372124
  nChanged 14
		SP:Iteration 45Q (13278.580000 sec): 3 clusters
  Score: Raw -1269966.213228 + Penalty 3019.514471 = -1266946.698757
  nChanged 21
		SP:Iteration 46Q (13278.600000 sec): 3 clusters
  Score: Raw -1269969.820672 + Penalty 3019.514471 = -1266950.306201
  nChanged 16
		SP:Iteration 47Q (13278.630000 sec): 3 clusters
  Score: Raw -1269971.799523 + Penalty 3019.514471 = -1266952.285052
  nChanged 14
		SP:Iteration 48Q (13278.660000 sec): 3 clusters
  Score: Raw -1269973.042845 + Penalty 3019.514471 = -1266953.528374
  nChanged 5
		SP:Iteration 49Q (13278.680000 sec): 3 clusters
  Score: Raw -1269973.508076 + Penalty 3019.514471 = -1266953.993605
  nChanged 2
		SP:Iteration 50Q (13278.710000 sec): 3 clusters
  Score: Raw -1269973.615352 + Penalty 3019.514471 = -1266954.100881
  nChanged 1
		SP:Iteration 51Q (13278.740000 sec): 3 clusters
  Score: Raw -1269973.838042 + Penalty 3019.514471 = -1266954.323571
  nChanged 1
		SP:Iteration 52Q (13278.760000 sec): 3 clusters
  Score: Raw -1269974.096628 + Penalty 3019.514471 = -1266954.582157
  nChanged 1
		SP:Iteration 53Q (13278.790000 sec): 3 clusters
  Score: Raw -1269974.170920 + Penalty 3019.514471 = -1266954.656449
  nChanged 2
		SP:Iteration 54Q (13278.820000 sec): 3 clusters
  Score: Raw -1269974.365027 + Penalty 3019.514471 = -1266954.850556
  nChanged 1
		SP:Iteration 55Q (13278.840000 sec): 3 clusters
  Score: Raw -1269974.436597 + Penalty 3019.514471 = -1266954.922127
  nChanged 0
		SP:Iteration 56F (13278.870000 sec): 3 clusters
  Score: Raw -1269974.436597 + Penalty 3019.514471 = -1266954.922127
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13278.930000 sec): 2 clusters
  Score: Raw -2346751.317910 + Penalty 1611.439674 = -2345139.878235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13278.990000 sec): 3 clusters
  Score: Raw -2334574.969371 + Penalty 3222.879349 = -2331352.090022
  nChanged 9220
		SP:Iteration 1F (13279.050000 sec): 3 clusters
  Score: Raw -2339571.428673 + Penalty 3222.879349 = -2336348.549324
  nChanged 1140
		SP:Iteration 2F (13279.100000 sec): 3 clusters
  Score: Raw -2340042.403887 + Penalty 3222.879349 = -2336819.524539
  nChanged 1129
		SP:Iteration 3F (13279.150000 sec): 3 clusters
  Score: Raw -2340574.741955 + Penalty 3222.879349 = -2337351.862606
  nChanged 1173
		SP:Iteration 4F (13279.210000 sec): 3 clusters
  Score: Raw -2341201.286255 + Penalty 3222.879349 = -2337978.406907
  nChanged 1233
		SP:Iteration 5F (13279.270000 sec): 3 clusters
  Score: Raw -2341977.569672 + Penalty 3222.879349 = -2338754.690324
  nChanged 1285
		SP:Iteration 6F (13279.320000 sec): 3 clusters
  Score: Raw -2342920.500170 + Penalty 3222.879349 = -2339697.620822
  nChanged 1258
		SP:Iteration 7F (13279.370000 sec): 3 clusters
  Score: Raw -2343956.885953 + Penalty 3222.879349 = -2340734.006604
  nChanged 1047
		SP:Iteration 8F (13279.430000 sec): 3 clusters
  Score: Raw -2344946.391121 + Penalty 3222.879349 = -2341723.511772
  nChanged 774
		SP:Iteration 9Q (13279.490000 sec): 3 clusters
  Score: Raw -2345653.506568 + Penalty 3222.879349 = -2342430.627219
  nChanged 514
		SP:Iteration 10Q (13279.530000 sec): 3 clusters
  Score: Raw -2346016.527832 + Penalty 3222.879349 = -2342793.648483
  nChanged 355
		SP:Iteration 11Q (13279.590000 sec): 3 clusters
  Score: Raw -2346235.209754 + Penalty 3222.879349 = -2343012.330405
  nChanged 271
		SP:Iteration 12Q (13279.630000 sec): 3 clusters
  Score: Raw -2346378.903022 + Penalty 3222.879349 = -2343156.023673
  nChanged 207
		SP:Iteration 13Q (13279.680000 sec): 3 clusters
  Score: Raw -2346480.039611 + Penalty 3222.879349 = -2343257.160262
  nChanged 165
		SP:Iteration 14Q (13279.730000 sec): 3 clusters
  Score: Raw -2346548.047535 + Penalty 3222.879349 = -2343325.168187
  nChanged 133
		SP:Iteration 15Q (13279.770000 sec): 3 clusters
  Score: Raw -2346602.063605 + Penalty 3222.879349 = -2343379.184256
  nChanged 119
		SP:Iteration 16Q (13279.810000 sec): 3 clusters
  Score: Raw -2346655.066818 + Penalty 3222.879349 = -2343432.187470
  nChanged 116
		SP:Iteration 17Q (13279.860000 sec): 3 clusters
  Score: Raw -2346694.963281 + Penalty 3222.879349 = -2343472.083933
  nChanged 97
		SP:Iteration 18Q (13279.900000 sec): 3 clusters
  Score: Raw -2346724.706974 + Penalty 3222.879349 = -2343501.827625
  nChanged 80
		SP:Iteration 19Q (13279.950000 sec): 3 clusters
  Score: Raw -2346749.100197 + Penalty 3222.879349 = -2343526.220849
  nChanged 67
		SP:Iteration 20F (13280.000000 sec): 3 clusters
  Score: Raw -2346769.083266 + Penalty 3222.879349 = -2343546.203918
  nChanged 57
		SP:Iteration 21Q (13280.040000 sec): 3 clusters
  Score: Raw -2346784.189291 + Penalty 3222.879349 = -2343561.309943
  nChanged 41
		SP:Iteration 22Q (13280.090000 sec): 3 clusters
  Score: Raw -2346793.376817 + Penalty 3222.879349 = -2343570.497468
  nChanged 39
		SP:Iteration 23Q (13280.130000 sec): 3 clusters
  Score: Raw -2346806.583122 + Penalty 3222.879349 = -2343583.703773
  nChanged 37
		SP:Iteration 24Q (13280.170000 sec): 3 clusters
  Score: Raw -2346818.748969 + Penalty 3222.879349 = -2343595.869620
  nChanged 38
		SP:Iteration 25Q (13280.210000 sec): 3 clusters
  Score: Raw -2346831.055047 + Penalty 3222.879349 = -2343608.175698
  nChanged 42
		SP:Iteration 26Q (13280.260000 sec): 3 clusters
  Score: Raw -2346845.186200 + Penalty 3222.879349 = -2343622.306851
  nChanged 49
		SP:Iteration 27Q (13280.300000 sec): 3 clusters
  Score: Raw -2346858.977660 + Penalty 3222.879349 = -2343636.098312
  nChanged 34
		SP:Iteration 28Q (13280.340000 sec): 3 clusters
  Score: Raw -2346869.619301 + Penalty 3222.879349 = -2343646.739952
  nChanged 38
		SP:Iteration 29Q (13280.390000 sec): 3 clusters
  Score: Raw -2346880.814438 + Penalty 3222.879349 = -2343657.935089
  nChanged 37
		SP:Iteration 30Q (13280.430000 sec): 3 clusters
  Score: Raw -2346892.148753 + Penalty 3222.879349 = -2343669.269405
  nChanged 40
		SP:Iteration 31Q (13280.470000 sec): 3 clusters
  Score: Raw -2346902.573187 + Penalty 3222.879349 = -2343679.693839
  nChanged 35
		SP:Iteration 32Q (13280.510000 sec): 3 clusters
  Score: Raw -2346912.152842 + Penalty 3222.879349 = -2343689.273493
  nChanged 29
		SP:Iteration 33Q (13280.560000 sec): 3 clusters
  Score: Raw -2346920.294554 + Penalty 3222.879349 = -2343697.415205
  nChanged 23
		SP:Iteration 34Q (13280.600000 sec): 3 clusters
  Score: Raw -2346926.904130 + Penalty 3222.879349 = -2343704.024781
  nChanged 23
		SP:Iteration 35Q (13280.640000 sec): 3 clusters
  Score: Raw -2346932.652889 + Penalty 3222.879349 = -2343709.773541
  nChanged 13
		SP:Iteration 36Q (13280.690000 sec): 3 clusters
  Score: Raw -2346935.972318 + Penalty 3222.879349 = -2343713.092969
  nChanged 10
		SP:Iteration 37Q (13280.730000 sec): 3 clusters
  Score: Raw -2346938.554483 + Penalty 3222.879349 = -2343715.675134
  nChanged 9
		SP:Iteration 38Q (13280.770000 sec): 3 clusters
  Score: Raw -2346940.381479 + Penalty 3222.879349 = -2343717.502131
  nChanged 7
		SP:Iteration 39Q (13280.810000 sec): 3 clusters
  Score: Raw -2346941.879244 + Penalty 3222.879349 = -2343718.999895
  nChanged 6
		SP:Iteration 40F (13280.860000 sec): 3 clusters
  Score: Raw -2346942.782524 + Penalty 3222.879349 = -2343719.903175
  nChanged 3
		SP:Iteration 41Q (13280.910000 sec): 3 clusters
  Score: Raw -2346943.097179 + Penalty 3222.879349 = -2343720.217830
  nChanged 2
		SP:Iteration 42Q (13280.950000 sec): 3 clusters
  Score: Raw -2346943.285771 + Penalty 3222.879349 = -2343720.406422
  nChanged 2
		SP:Iteration 43Q (13280.990000 sec): 3 clusters
  Score: Raw -2346943.828167 + Penalty 3222.879349 = -2343720.948818
  nChanged 1
		SP:Iteration 44Q (13281.030000 sec): 3 clusters
  Score: Raw -2346943.975315 + Penalty 3222.879349 = -2343721.095966
  nChanged 2
		SP:Iteration 45Q (13281.070000 sec): 3 clusters
  Score: Raw -2346944.080060 + Penalty 3222.879349 = -2343721.200711
  nChanged 2
		SP:Iteration 46Q (13281.110000 sec): 3 clusters
  Score: Raw -2346944.177668 + Penalty 3222.879349 = -2343721.298319
  nChanged 0
		SP:Iteration 47F (13281.170000 sec): 3 clusters
  Score: Raw -2346944.177668 + Penalty 3222.879349 = -2343721.298319
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13281.200000 sec): 2 clusters
  Score: Raw -1259691.840812 + Penalty 1505.673076 = -1258186.167736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13281.230000 sec): 3 clusters
  Score: Raw -1253654.683268 + Penalty 3011.346152 = -1250643.337116
  nChanged 4569
		SP:Iteration 1F (13281.260000 sec): 3 clusters
  Score: Raw -1256089.467011 + Penalty 3011.346152 = -1253078.120859
  nChanged 606
		SP:Iteration 2F (13281.290000 sec): 3 clusters
  Score: Raw -1256320.855597 + Penalty 3011.346152 = -1253309.509445
  nChanged 497
		SP:Iteration 3Q (13281.310000 sec): 3 clusters
  Score: Raw -1256516.266660 + Penalty 3011.346152 = -1253504.920508
  nChanged 464
		SP:Iteration 4Q (13281.340000 sec): 3 clusters
  Score: Raw -1256710.749464 + Penalty 3011.346152 = -1253699.403312
  nChanged 438
		SP:Iteration 5Q (13281.370000 sec): 3 clusters
  Score: Raw -1256923.226225 + Penalty 3011.346152 = -1253911.880073
  nChanged 453
		SP:Iteration 6Q (13281.400000 sec): 3 clusters
  Score: Raw -1257188.510031 + Penalty 3011.346152 = -1254177.163879
  nChanged 507
		SP:Iteration 7Q (13281.430000 sec): 3 clusters
  Score: Raw -1257475.681857 + Penalty 3011.346152 = -1254464.335705
  nChanged 525
		SP:Iteration 8Q (13281.450000 sec): 3 clusters
  Score: Raw -1257777.550847 + Penalty 3011.346152 = -1254766.204695
  nChanged 522
		SP:Iteration 9Q (13281.480000 sec): 3 clusters
  Score: Raw -1258066.076002 + Penalty 3011.346152 = -1255054.729850
  nChanged 482
		SP:Iteration 10Q (13281.510000 sec): 3 clusters
  Score: Raw -1258353.471854 + Penalty 3011.346152 = -1255342.125703
  nChanged 441
		SP:Iteration 11Q (13281.530000 sec): 3 clusters
  Score: Raw -1258649.384023 + Penalty 3011.346152 = -1255638.037871
  nChanged 392
		SP:Iteration 12Q (13281.560000 sec): 3 clusters
  Score: Raw -1258925.175141 + Penalty 3011.346152 = -1255913.828989
  nChanged 325
		SP:Iteration 13Q (13281.590000 sec): 3 clusters
  Score: Raw -1259147.258109 + Penalty 3011.346152 = -1256135.911957
  nChanged 304
		SP:Iteration 14Q (13281.620000 sec): 3 clusters
  Score: Raw -1259325.486743 + Penalty 3011.346152 = -1256314.140591
  nChanged 243
		SP:Iteration 15Q (13281.640000 sec): 3 clusters
  Score: Raw -1259448.365376 + Penalty 3011.346152 = -1256437.019224
  nChanged 186
		SP:Iteration 16Q (13281.670000 sec): 3 clusters
  Score: Raw -1259537.235722 + Penalty 3011.346152 = -1256525.889570
  nChanged 148
		SP:Iteration 17Q (13281.690000 sec): 3 clusters
  Score: Raw -1259593.436724 + Penalty 3011.346152 = -1256582.090572
  nChanged 117
		SP:Iteration 18Q (13281.720000 sec): 3 clusters
  Score: Raw -1259630.903389 + Penalty 3011.346152 = -1256619.557237
  nChanged 91
		SP:Iteration 19Q (13281.750000 sec): 3 clusters
  Score: Raw -1259661.346921 + Penalty 3011.346152 = -1256650.000769
  nChanged 79
		SP:Iteration 20F (13281.770000 sec): 3 clusters
  Score: Raw -1259691.667736 + Penalty 3011.346152 = -1256680.321584
  nChanged 77
		SP:Iteration 21Q (13281.800000 sec): 3 clusters
  Score: Raw -1259717.753919 + Penalty 3011.346152 = -1256706.407767
  nChanged 67
		SP:Iteration 22Q (13281.820000 sec): 3 clusters
  Score: Raw -1259738.320434 + Penalty 3011.346152 = -1256726.974282
  nChanged 56
		SP:Iteration 23Q (13281.850000 sec): 3 clusters
  Score: Raw -1259758.660783 + Penalty 3011.346152 = -1256747.314631
  nChanged 64
		SP:Iteration 24Q (13281.870000 sec): 3 clusters
  Score: Raw -1259776.224098 + Penalty 3011.346152 = -1256764.877946
  nChanged 54
		SP:Iteration 25Q (13281.900000 sec): 3 clusters
  Score: Raw -1259792.786588 + Penalty 3011.346152 = -1256781.440436
  nChanged 51
		SP:Iteration 26Q (13281.920000 sec): 3 clusters
  Score: Raw -1259808.757454 + Penalty 3011.346152 = -1256797.411303
  nChanged 49
		SP:Iteration 27Q (13281.950000 sec): 3 clusters
  Score: Raw -1259824.153674 + Penalty 3011.346152 = -1256812.807522
  nChanged 56
		SP:Iteration 28Q (13281.970000 sec): 3 clusters
  Score: Raw -1259843.037967 + Penalty 3011.346152 = -1256831.691816
  nChanged 54
		SP:Iteration 29Q (13281.990000 sec): 3 clusters
  Score: Raw -1259857.418107 + Penalty 3011.346152 = -1256846.071955
  nChanged 43
		SP:Iteration 30Q (13282.020000 sec): 3 clusters
  Score: Raw -1259868.462412 + Penalty 3011.346152 = -1256857.116260
  nChanged 37
		SP:Iteration 31Q (13282.040000 sec): 3 clusters
  Score: Raw -1259876.918077 + Penalty 3011.346152 = -1256865.571925
  nChanged 28
		SP:Iteration 32Q (13282.070000 sec): 3 clusters
  Score: Raw -1259883.514688 + Penalty 3011.346152 = -1256872.168536
  nChanged 24
		SP:Iteration 33Q (13282.090000 sec): 3 clusters
  Score: Raw -1259889.150580 + Penalty 3011.346152 = -1256877.804428
  nChanged 25
		SP:Iteration 34Q (13282.110000 sec): 3 clusters
  Score: Raw -1259893.908967 + Penalty 3011.346152 = -1256882.562815
  nChanged 25
		SP:Iteration 35Q (13282.140000 sec): 3 clusters
  Score: Raw -1259899.171785 + Penalty 3011.346152 = -1256887.825634
  nChanged 26
		SP:Iteration 36Q (13282.160000 sec): 3 clusters
  Score: Raw -1259905.703550 + Penalty 3011.346152 = -1256894.357399
  nChanged 25
		SP:Iteration 37Q (13282.190000 sec): 3 clusters
  Score: Raw -1259912.438838 + Penalty 3011.346152 = -1256901.092686
  nChanged 32
		SP:Iteration 38Q (13282.210000 sec): 3 clusters
  Score: Raw -1259922.073948 + Penalty 3011.346152 = -1256910.727796
  nChanged 38
		SP:Iteration 39Q (13282.230000 sec): 3 clusters
  Score: Raw -1259933.885609 + Penalty 3011.346152 = -1256922.539457
  nChanged 45
		SP:Iteration 40F (13282.260000 sec): 3 clusters
  Score: Raw -1259949.237346 + Penalty 3011.346152 = -1256937.891194
  nChanged 42
		SP:Iteration 41Q (13282.290000 sec): 3 clusters
  Score: Raw -1259962.340203 + Penalty 3011.346152 = -1256950.994051
  nChanged 45
		SP:Iteration 42Q (13282.310000 sec): 3 clusters
  Score: Raw -1259977.883880 + Penalty 3011.346152 = -1256966.537728
  nChanged 55
		SP:Iteration 43Q (13282.330000 sec): 3 clusters
  Score: Raw -1259995.594000 + Penalty 3011.346152 = -1256984.247848
  nChanged 43
		SP:Iteration 44Q (13282.360000 sec): 3 clusters
  Score: Raw -1260008.835734 + Penalty 3011.346152 = -1256997.489582
  nChanged 33
		SP:Iteration 45Q (13282.380000 sec): 3 clusters
  Score: Raw -1260016.794880 + Penalty 3011.346152 = -1257005.448729
  nChanged 34
		SP:Iteration 46Q (13282.410000 sec): 3 clusters
  Score: Raw -1260026.267756 + Penalty 3011.346152 = -1257014.921604
  nChanged 42
		SP:Iteration 47Q (13282.430000 sec): 3 clusters
  Score: Raw -1260037.452892 + Penalty 3011.346152 = -1257026.106740
  nChanged 33
		SP:Iteration 48Q (13282.450000 sec): 3 clusters
  Score: Raw -1260044.140267 + Penalty 3011.346152 = -1257032.794115
  nChanged 22
		SP:Iteration 49Q (13282.470000 sec): 3 clusters
  Score: Raw -1260050.494731 + Penalty 3011.346152 = -1257039.148579
  nChanged 25
		SP:Iteration 50Q (13282.500000 sec): 3 clusters
  Score: Raw -1260057.715383 + Penalty 3011.346152 = -1257046.369232
  nChanged 20
		SP:Iteration 51Q (13282.520000 sec): 3 clusters
  Score: Raw -1260064.784929 + Penalty 3011.346152 = -1257053.438777
  nChanged 26
		SP:Iteration 52Q (13282.550000 sec): 3 clusters
  Score: Raw -1260073.892438 + Penalty 3011.346152 = -1257062.546286
  nChanged 30
		SP:Iteration 53Q (13282.570000 sec): 3 clusters
  Score: Raw -1260083.668281 + Penalty 3011.346152 = -1257072.322129
  nChanged 30
		SP:Iteration 54Q (13282.590000 sec): 3 clusters
  Score: Raw -1260094.423664 + Penalty 3011.346152 = -1257083.077512
  nChanged 27
		SP:Iteration 55Q (13282.610000 sec): 3 clusters
  Score: Raw -1260105.499312 + Penalty 3011.346152 = -1257094.153161
  nChanged 21
		SP:Iteration 56Q (13282.640000 sec): 3 clusters
  Score: Raw -1260113.258268 + Penalty 3011.346152 = -1257101.912116
  nChanged 25
		SP:Iteration 57Q (13282.660000 sec): 3 clusters
  Score: Raw -1260123.044250 + Penalty 3011.346152 = -1257111.698098
  nChanged 15
		SP:Iteration 58Q (13282.690000 sec): 3 clusters
  Score: Raw -1260128.759660 + Penalty 3011.346152 = -1257117.413509
  nChanged 19
		SP:Iteration 59Q (13282.710000 sec): 3 clusters
  Score: Raw -1260134.982064 + Penalty 3011.346152 = -1257123.635912
  nChanged 15
		SP:Iteration 60F (13282.730000 sec): 3 clusters
  Score: Raw -1260140.384360 + Penalty 3011.346152 = -1257129.038208
  nChanged 16
		SP:Iteration 61Q (13282.760000 sec): 3 clusters
  Score: Raw -1260147.126364 + Penalty 3011.346152 = -1257135.780212
  nChanged 16
		SP:Iteration 62Q (13282.780000 sec): 3 clusters
  Score: Raw -1260152.158624 + Penalty 3011.346152 = -1257140.812472
  nChanged 14
		SP:Iteration 63Q (13282.800000 sec): 3 clusters
  Score: Raw -1260157.148183 + Penalty 3011.346152 = -1257145.802031
  nChanged 16
		SP:Iteration 64Q (13282.830000 sec): 3 clusters
  Score: Raw -1260163.354919 + Penalty 3011.346152 = -1257152.008767
  nChanged 13
		SP:Iteration 65Q (13282.850000 sec): 3 clusters
  Score: Raw -1260170.361701 + Penalty 3011.346152 = -1257159.015550
  nChanged 15
		SP:Iteration 66Q (13282.870000 sec): 3 clusters
  Score: Raw -1260177.485162 + Penalty 3011.346152 = -1257166.139010
  nChanged 14
		SP:Iteration 67Q (13282.890000 sec): 3 clusters
  Score: Raw -1260182.965473 + Penalty 3011.346152 = -1257171.619321
  nChanged 15
		SP:Iteration 68Q (13282.910000 sec): 3 clusters
  Score: Raw -1260187.100930 + Penalty 3011.346152 = -1257175.754778
  nChanged 13
		SP:Iteration 69Q (13282.930000 sec): 3 clusters
  Score: Raw -1260191.239767 + Penalty 3011.346152 = -1257179.893615
  nChanged 10
		SP:Iteration 70Q (13282.960000 sec): 3 clusters
  Score: Raw -1260196.251128 + Penalty 3011.346152 = -1257184.904977
  nChanged 17
		SP:Iteration 71Q (13282.980000 sec): 3 clusters
  Score: Raw -1260202.191113 + Penalty 3011.346152 = -1257190.844961
  nChanged 17
		SP:Iteration 72Q (13283.000000 sec): 3 clusters
  Score: Raw -1260208.489671 + Penalty 3011.346152 = -1257197.143519
  nChanged 15
		SP:Iteration 73Q (13283.020000 sec): 3 clusters
  Score: Raw -1260214.306527 + Penalty 3011.346152 = -1257202.960375
  nChanged 15
		SP:Iteration 74Q (13283.050000 sec): 3 clusters
  Score: Raw -1260220.779739 + Penalty 3011.346152 = -1257209.433587
  nChanged 15
		SP:Iteration 75Q (13283.070000 sec): 3 clusters
  Score: Raw -1260226.103038 + Penalty 3011.346152 = -1257214.756887
  nChanged 10
		SP:Iteration 76Q (13283.090000 sec): 3 clusters
  Score: Raw -1260230.542198 + Penalty 3011.346152 = -1257219.196046
  nChanged 11
		SP:Iteration 77Q (13283.110000 sec): 3 clusters
  Score: Raw -1260235.062799 + Penalty 3011.346152 = -1257223.716648
  nChanged 10
		SP:Iteration 78Q (13283.130000 sec): 3 clusters
  Score: Raw -1260238.241919 + Penalty 3011.346152 = -1257226.895768
  nChanged 11
		SP:Iteration 79Q (13283.150000 sec): 3 clusters
  Score: Raw -1260241.726233 + Penalty 3011.346152 = -1257230.380081
  nChanged 9
		SP:Iteration 80F (13283.180000 sec): 3 clusters
  Score: Raw -1260244.176466 + Penalty 3011.346152 = -1257232.830314
  nChanged 8
		SP:Iteration 81Q (13283.200000 sec): 3 clusters
  Score: Raw -1260249.501762 + Penalty 3011.346152 = -1257238.155610
  nChanged 13
		SP:Iteration 82Q (13283.230000 sec): 3 clusters
  Score: Raw -1260256.871508 + Penalty 3011.346152 = -1257245.525356
  nChanged 9
		SP:Iteration 83Q (13283.250000 sec): 3 clusters
  Score: Raw -1260260.650159 + Penalty 3011.346152 = -1257249.304008
  nChanged 7
		SP:Iteration 84Q (13283.270000 sec): 3 clusters
  Score: Raw -1260263.629746 + Penalty 3011.346152 = -1257252.283594
  nChanged 7
		SP:Iteration 85Q (13283.290000 sec): 3 clusters
  Score: Raw -1260266.074336 + Penalty 3011.346152 = -1257254.728184
  nChanged 4
		SP:Iteration 86Q (13283.310000 sec): 3 clusters
  Score: Raw -1260267.608644 + Penalty 3011.346152 = -1257256.262492
  nChanged 6
		SP:Iteration 87Q (13283.330000 sec): 3 clusters
  Score: Raw -1260270.931601 + Penalty 3011.346152 = -1257259.585450
  nChanged 8
		SP:Iteration 88Q (13283.350000 sec): 3 clusters
  Score: Raw -1260274.439357 + Penalty 3011.346152 = -1257263.093206
  nChanged 8
		SP:Iteration 89Q (13283.370000 sec): 3 clusters
  Score: Raw -1260278.031689 + Penalty 3011.346152 = -1257266.685537
  nChanged 4
		SP:Iteration 90Q (13283.390000 sec): 3 clusters
  Score: Raw -1260279.830501 + Penalty 3011.346152 = -1257268.484350
  nChanged 8
		SP:Iteration 91Q (13283.420000 sec): 3 clusters
  Score: Raw -1260283.079939 + Penalty 3011.346152 = -1257271.733788
  nChanged 10
		SP:Iteration 92Q (13283.440000 sec): 3 clusters
  Score: Raw -1260287.158345 + Penalty 3011.346152 = -1257275.812193
  nChanged 8
		SP:Iteration 93Q (13283.460000 sec): 3 clusters
  Score: Raw -1260290.840558 + Penalty 3011.346152 = -1257279.494407
  nChanged 13
		SP:Iteration 94Q (13283.480000 sec): 3 clusters
  Score: Raw -1260296.093103 + Penalty 3011.346152 = -1257284.746951
  nChanged 7
		SP:Iteration 95Q (13283.500000 sec): 3 clusters
  Score: Raw -1260298.134727 + Penalty 3011.346152 = -1257286.788575
  nChanged 3
		SP:Iteration 96Q (13283.520000 sec): 3 clusters
  Score: Raw -1260299.306441 + Penalty 3011.346152 = -1257287.960289
  nChanged 6
		SP:Iteration 97Q (13283.550000 sec): 3 clusters
  Score: Raw -1260301.391889 + Penalty 3011.346152 = -1257290.045737
  nChanged 6
		SP:Iteration 98Q (13283.570000 sec): 3 clusters
  Score: Raw -1260304.160458 + Penalty 3011.346152 = -1257292.814306
  nChanged 10
		SP:Iteration 99Q (13283.590000 sec): 3 clusters
  Score: Raw -1260309.937595 + Penalty 3011.346152 = -1257298.591444
  nChanged 9
		SP:Iteration 100F (13283.610000 sec): 3 clusters
  Score: Raw -1260314.395326 + Penalty 3011.346152 = -1257303.049174
  nChanged 5
		SP:Iteration 101Q (13283.630000 sec): 3 clusters
  Score: Raw -1260316.617399 + Penalty 3011.346152 = -1257305.271247
  nChanged 4
		SP:Iteration 102Q (13283.650000 sec): 3 clusters
  Score: Raw -1260318.007476 + Penalty 3011.346152 = -1257306.661324
  nChanged 5
		SP:Iteration 103Q (13283.680000 sec): 3 clusters
  Score: Raw -1260320.316542 + Penalty 3011.346152 = -1257308.970390
  nChanged 3
		SP:Iteration 104Q (13283.700000 sec): 3 clusters
  Score: Raw -1260322.183055 + Penalty 3011.346152 = -1257310.836904
  nChanged 5
		SP:Iteration 105Q (13283.720000 sec): 3 clusters
  Score: Raw -1260324.009171 + Penalty 3011.346152 = -1257312.663019
  nChanged 3
		SP:Iteration 106Q (13283.740000 sec): 3 clusters
  Score: Raw -1260325.773698 + Penalty 3011.346152 = -1257314.427547
  nChanged 4
		SP:Iteration 107Q (13283.760000 sec): 3 clusters
  Score: Raw -1260328.333647 + Penalty 3011.346152 = -1257316.987495
  nChanged 4
		SP:Iteration 108Q (13283.780000 sec): 3 clusters
  Score: Raw -1260329.798225 + Penalty 3011.346152 = -1257318.452073
  nChanged 1
		SP:Iteration 109Q (13283.800000 sec): 3 clusters
  Score: Raw -1260330.492490 + Penalty 3011.346152 = -1257319.146338
  nChanged 2
		SP:Iteration 110Q (13283.820000 sec): 3 clusters
  Score: Raw -1260331.298770 + Penalty 3011.346152 = -1257319.952618
  nChanged 2
		SP:Iteration 111Q (13283.840000 sec): 3 clusters
  Score: Raw -1260331.986216 + Penalty 3011.346152 = -1257320.640064
  nChanged 4
		SP:Iteration 112Q (13283.860000 sec): 3 clusters
  Score: Raw -1260334.219013 + Penalty 3011.346152 = -1257322.872861
  nChanged 5
		SP:Iteration 113Q (13283.890000 sec): 3 clusters
  Score: Raw -1260336.032269 + Penalty 3011.346152 = -1257324.686118
  nChanged 3
		SP:Iteration 114Q (13283.910000 sec): 3 clusters
  Score: Raw -1260337.295747 + Penalty 3011.346152 = -1257325.949595
  nChanged 2
		SP:Iteration 115Q (13283.930000 sec): 3 clusters
  Score: Raw -1260338.256864 + Penalty 3011.346152 = -1257326.910712
  nChanged 2
		SP:Iteration 116Q (13283.950000 sec): 3 clusters
  Score: Raw -1260339.166513 + Penalty 3011.346152 = -1257327.820361
  nChanged 2
		SP:Iteration 117Q (13283.970000 sec): 3 clusters
  Score: Raw -1260339.727145 + Penalty 3011.346152 = -1257328.380993
  nChanged 2
		SP:Iteration 118Q (13283.990000 sec): 3 clusters
  Score: Raw -1260340.391964 + Penalty 3011.346152 = -1257329.045813
  nChanged 1
		SP:Iteration 119Q (13284.010000 sec): 3 clusters
  Score: Raw -1260340.677630 + Penalty 3011.346152 = -1257329.331478
  nChanged 0
		SP:Iteration 120F (13284.040000 sec): 3 clusters
  Score: Raw -1260340.677630 + Penalty 3011.346152 = -1257329.331478
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13284.050000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13284.060000 sec): 3 clusters
  Score: Raw -363976.743490 + Penalty 2628.083339 = -361348.660150
  nChanged 1220
		SP:Iteration 1F (13284.070000 sec): 3 clusters
  Score: Raw -364682.919919 + Penalty 2628.083339 = -362054.836579
  nChanged 242
		SP:Iteration 2F (13284.080000 sec): 3 clusters
  Score: Raw -364836.278016 + Penalty 2628.083339 = -362208.194676
  nChanged 172
		SP:Iteration 3F (13284.090000 sec): 3 clusters
  Score: Raw -364962.022520 + Penalty 2628.083339 = -362333.939181
  nChanged 158
		SP:Iteration 4Q (13284.090000 sec): 3 clusters
  Score: Raw -365063.901893 + Penalty 2628.083339 = -362435.818553
  nChanged 127
		SP:Iteration 5Q (13284.100000 sec): 3 clusters
  Score: Raw -365163.154958 + Penalty 2628.083339 = -362535.071618
  nChanged 136
		SP:Iteration 6Q (13284.110000 sec): 3 clusters
  Score: Raw -365287.873383 + Penalty 2628.083339 = -362659.790044
  nChanged 140
		SP:Iteration 7Q (13284.120000 sec): 3 clusters
  Score: Raw -365435.309574 + Penalty 2628.083339 = -362807.226234
  nChanged 149
		SP:Iteration 8Q (13284.130000 sec): 3 clusters
  Score: Raw -365587.873729 + Penalty 2628.083339 = -362959.790389
  nChanged 127
		SP:Iteration 9Q (13284.130000 sec): 3 clusters
  Score: Raw -365710.946402 + Penalty 2628.083339 = -363082.863062
  nChanged 116
		SP:Iteration 10Q (13284.140000 sec): 3 clusters
  Score: Raw -365812.625925 + Penalty 2628.083339 = -363184.542586
  nChanged 109
		SP:Iteration 11Q (13284.150000 sec): 3 clusters
  Score: Raw -365889.448923 + Penalty 2628.083339 = -363261.365584
  nChanged 81
		SP:Iteration 12Q (13284.160000 sec): 3 clusters
  Score: Raw -365948.032419 + Penalty 2628.083339 = -363319.949080
  nChanged 66
		SP:Iteration 13Q (13284.170000 sec): 3 clusters
  Score: Raw -365982.775303 + Penalty 2628.083339 = -363354.691963
  nChanged 60
		SP:Iteration 14Q (13284.170000 sec): 3 clusters
  Score: Raw -366013.546645 + Penalty 2628.083339 = -363385.463305
  nChanged 43
		SP:Iteration 15Q (13284.180000 sec): 3 clusters
  Score: Raw -366034.074962 + Penalty 2628.083339 = -363405.991622
  nChanged 36
		SP:Iteration 16Q (13284.190000 sec): 3 clusters
  Score: Raw -366056.622642 + Penalty 2628.083339 = -363428.539303
  nChanged 37
		SP:Iteration 17Q (13284.190000 sec): 3 clusters
  Score: Raw -366072.750030 + Penalty 2628.083339 = -363444.666690
  nChanged 22
		SP:Iteration 18Q (13284.200000 sec): 3 clusters
  Score: Raw -366083.038095 + Penalty 2628.083339 = -363454.954756
  nChanged 22
		SP:Iteration 19Q (13284.210000 sec): 3 clusters
  Score: Raw -366091.596859 + Penalty 2628.083339 = -363463.513519
  nChanged 13
		SP:Iteration 20F (13284.220000 sec): 3 clusters
  Score: Raw -366095.626121 + Penalty 2628.083339 = -363467.542781
  nChanged 9
		SP:Iteration 21Q (13284.230000 sec): 3 clusters
  Score: Raw -366098.910867 + Penalty 2628.083339 = -363470.827527
  nChanged 12
		SP:Iteration 22Q (13284.230000 sec): 3 clusters
  Score: Raw -366103.538969 + Penalty 2628.083339 = -363475.455630
  nChanged 9
		SP:Iteration 23Q (13284.240000 sec): 3 clusters
  Score: Raw -366106.074619 + Penalty 2628.083339 = -363477.991279
  nChanged 5
		SP:Iteration 24Q (13284.250000 sec): 3 clusters
  Score: Raw -366107.155257 + Penalty 2628.083339 = -363479.071918
  nChanged 4
		SP:Iteration 25Q (13284.260000 sec): 3 clusters
  Score: Raw -366109.062018 + Penalty 2628.083339 = -363480.978679
  nChanged 6
		SP:Iteration 26Q (13284.260000 sec): 3 clusters
  Score: Raw -366110.691101 + Penalty 2628.083339 = -363482.607762
  nChanged 3
		SP:Iteration 27Q (13284.270000 sec): 3 clusters
  Score: Raw -366111.497161 + Penalty 2628.083339 = -363483.413821
  nChanged 6
		SP:Iteration 28Q (13284.280000 sec): 3 clusters
  Score: Raw -366113.333594 + Penalty 2628.083339 = -363485.250254
  nChanged 3
		SP:Iteration 29Q (13284.290000 sec): 3 clusters
  Score: Raw -366114.208574 + Penalty 2628.083339 = -363486.125234
  nChanged 5
		SP:Iteration 30Q (13284.290000 sec): 3 clusters
  Score: Raw -366115.305609 + Penalty 2628.083339 = -363487.222270
  nChanged 3
		SP:Iteration 31Q (13284.300000 sec): 3 clusters
  Score: Raw -366115.938349 + Penalty 2628.083339 = -363487.855010
  nChanged 1
		SP:Iteration 32Q (13284.310000 sec): 3 clusters
  Score: Raw -366116.191643 + Penalty 2628.083339 = -363488.108304
  nChanged 0
		SP:Iteration 33F (13284.320000 sec): 3 clusters
  Score: Raw -366116.191643 + Penalty 2628.083339 = -363488.108304
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13284.490000 sec): 2 clusters
  Score: Raw -5890524.245599 + Penalty 1756.534826 = -5888767.710773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13284.630000 sec): 3 clusters
  Score: Raw -5859044.497142 + Penalty 3513.069651 = -5855531.427491
  nChanged 23273
		SP:Iteration 1F (13284.760000 sec): 3 clusters
  Score: Raw -5872390.972200 + Penalty 3513.069651 = -5868877.902549
  nChanged 1815
		SP:Iteration 2Q (13284.900000 sec): 3 clusters
  Score: Raw -5872794.013208 + Penalty 3513.069651 = -5869280.943557
  nChanged 1636
		SP:Iteration 3Q (13285.030000 sec): 3 clusters
  Score: Raw -5873167.994108 + Penalty 3513.069651 = -5869654.924457
  nChanged 1461
		SP:Iteration 4Q (13285.170000 sec): 3 clusters
  Score: Raw -5873500.860104 + Penalty 3513.069651 = -5869987.790453
  nChanged 1459
		SP:Iteration 5Q (13285.310000 sec): 3 clusters
  Score: Raw -5873862.331452 + Penalty 3513.069651 = -5870349.261801
  nChanged 1497
		SP:Iteration 6Q (13285.450000 sec): 3 clusters
  Score: Raw -5874256.326557 + Penalty 3513.069651 = -5870743.256906
  nChanged 1582
		SP:Iteration 7Q (13285.580000 sec): 3 clusters
  Score: Raw -5874735.915538 + Penalty 3513.069651 = -5871222.845887
  nChanged 1732
		SP:Iteration 8Q (13285.720000 sec): 3 clusters
  Score: Raw -5875361.199610 + Penalty 3513.069651 = -5871848.129959
  nChanged 2010
		SP:Iteration 9Q (13285.850000 sec): 3 clusters
  Score: Raw -5876203.715486 + Penalty 3513.069651 = -5872690.645835
  nChanged 2415
		SP:Iteration 10Q (13285.990000 sec): 3 clusters
  Score: Raw -5877404.351133 + Penalty 3513.069651 = -5873891.281482
  nChanged 2616
		SP:Iteration 11F (13286.130000 sec): 3 clusters
  Score: Raw -5878957.035031 + Penalty 3513.069651 = -5875443.965380
  nChanged 2706
		SP:Iteration 12F (13286.260000 sec): 3 clusters
  Score: Raw -5880677.585631 + Penalty 3513.069651 = -5877164.515980
  nChanged 2632
		SP:Iteration 13F (13286.390000 sec): 3 clusters
  Score: Raw -5882220.568593 + Penalty 3513.069651 = -5878707.498942
  nChanged 2106
		SP:Iteration 14Q (13286.530000 sec): 3 clusters
  Score: Raw -5883257.905783 + Penalty 3513.069651 = -5879744.836132
  nChanged 1532
		SP:Iteration 15Q (13286.650000 sec): 3 clusters
  Score: Raw -5883874.663290 + Penalty 3513.069651 = -5880361.593639
  nChanged 1154
		SP:Iteration 16Q (13286.780000 sec): 3 clusters
  Score: Raw -5884290.754085 + Penalty 3513.069651 = -5880777.684434
  nChanged 1025
		SP:Iteration 17Q (13286.910000 sec): 3 clusters
  Score: Raw -5884679.101370 + Penalty 3513.069651 = -5881166.031719
  nChanged 1113
		SP:Iteration 18Q (13287.030000 sec): 3 clusters
  Score: Raw -5885158.073641 + Penalty 3513.069651 = -5881645.003990
  nChanged 1190
		SP:Iteration 19Q (13287.160000 sec): 3 clusters
  Score: Raw -5885718.490325 + Penalty 3513.069651 = -5882205.420674
  nChanged 1182
		SP:Iteration 20F (13287.290000 sec): 3 clusters
  Score: Raw -5886320.129573 + Penalty 3513.069651 = -5882807.059922
  nChanged 1165
		SP:Iteration 21Q (13287.410000 sec): 3 clusters
  Score: Raw -5886949.834627 + Penalty 3513.069651 = -5883436.764976
  nChanged 1051
		SP:Iteration 22Q (13287.530000 sec): 3 clusters
  Score: Raw -5887559.690748 + Penalty 3513.069651 = -5884046.621096
  nChanged 946
		SP:Iteration 23Q (13287.640000 sec): 3 clusters
  Score: Raw -5888152.028869 + Penalty 3513.069651 = -5884638.959218
  nChanged 826
		SP:Iteration 24Q (13287.760000 sec): 3 clusters
  Score: Raw -5888705.960144 + Penalty 3513.069651 = -5885192.890492
  nChanged 742
		SP:Iteration 25Q (13287.870000 sec): 3 clusters
  Score: Raw -5889191.841802 + Penalty 3513.069651 = -5885678.772151
  nChanged 620
		SP:Iteration 26Q (13287.970000 sec): 3 clusters
  Score: Raw -5889589.915282 + Penalty 3513.069651 = -5886076.845631
  nChanged 484
		SP:Iteration 27Q (13288.080000 sec): 3 clusters
  Score: Raw -5889872.346276 + Penalty 3513.069651 = -5886359.276625
  nChanged 383
		SP:Iteration 28Q (13288.180000 sec): 3 clusters
  Score: Raw -5890096.279251 + Penalty 3513.069651 = -5886583.209600
  nChanged 319
		SP:Iteration 29Q (13288.280000 sec): 3 clusters
  Score: Raw -5890251.881336 + Penalty 3513.069651 = -5886738.811685
  nChanged 214
		SP:Iteration 30Q (13288.380000 sec): 3 clusters
  Score: Raw -5890342.053306 + Penalty 3513.069651 = -5886828.983655
  nChanged 192
		SP:Iteration 31Q (13288.480000 sec): 3 clusters
  Score: Raw -5890413.428123 + Penalty 3513.069651 = -5886900.358472
  nChanged 154
		SP:Iteration 32Q (13288.580000 sec): 3 clusters
  Score: Raw -5890467.272168 + Penalty 3513.069651 = -5886954.202516
  nChanged 139
		SP:Iteration 33Q (13288.680000 sec): 3 clusters
  Score: Raw -5890509.413039 + Penalty 3513.069651 = -5886996.343388
  nChanged 98
		SP:Iteration 34Q (13288.780000 sec): 3 clusters
  Score: Raw -5890540.799731 + Penalty 3513.069651 = -5887027.730080
  nChanged 96
		SP:Iteration 35Q (13288.870000 sec): 3 clusters
  Score: Raw -5890574.225159 + Penalty 3513.069651 = -5887061.155507
  nChanged 96
		SP:Iteration 36Q (13288.970000 sec): 3 clusters
  Score: Raw -5890606.016237 + Penalty 3513.069651 = -5887092.946586
  nChanged 67
		SP:Iteration 37Q (13289.070000 sec): 3 clusters
  Score: Raw -5890630.360256 + Penalty 3513.069651 = -5887117.290605
  nChanged 51
		SP:Iteration 38Q (13289.160000 sec): 3 clusters
  Score: Raw -5890644.444177 + Penalty 3513.069651 = -5887131.374526
  nChanged 39
		SP:Iteration 39Q (13289.260000 sec): 3 clusters
  Score: Raw -5890655.514038 + Penalty 3513.069651 = -5887142.444387
  nChanged 47
		SP:Iteration 40F (13289.390000 sec): 3 clusters
  Score: Raw -5890672.037765 + Penalty 3513.069651 = -5887158.968114
  nChanged 42
		SP:Iteration 41Q (13289.490000 sec): 3 clusters
  Score: Raw -5890686.840223 + Penalty 3513.069651 = -5887173.770572
  nChanged 42
		SP:Iteration 42Q (13289.580000 sec): 3 clusters
  Score: Raw -5890699.319938 + Penalty 3513.069651 = -5887186.250287
  nChanged 36
		SP:Iteration 43Q (13289.680000 sec): 3 clusters
  Score: Raw -5890710.464271 + Penalty 3513.069651 = -5887197.394619
  nChanged 17
		SP:Iteration 44Q (13289.770000 sec): 3 clusters
  Score: Raw -5890714.248414 + Penalty 3513.069651 = -5887201.178763
  nChanged 18
		SP:Iteration 45Q (13289.870000 sec): 3 clusters
  Score: Raw -5890719.079575 + Penalty 3513.069651 = -5887206.009924
  nChanged 15
		SP:Iteration 46Q (13289.960000 sec): 3 clusters
  Score: Raw -5890723.406056 + Penalty 3513.069651 = -5887210.336405
  nChanged 21
		SP:Iteration 47Q (13290.060000 sec): 3 clusters
  Score: Raw -5890731.480534 + Penalty 3513.069651 = -5887218.410883
  nChanged 24
		SP:Iteration 48Q (13290.150000 sec): 3 clusters
  Score: Raw -5890741.229490 + Penalty 3513.069651 = -5887228.159839
  nChanged 31
		SP:Iteration 49Q (13290.250000 sec): 3 clusters
  Score: Raw -5890754.187425 + Penalty 3513.069651 = -5887241.117774
  nChanged 31
		SP:Iteration 50Q (13290.350000 sec): 3 clusters
  Score: Raw -5890767.010783 + Penalty 3513.069651 = -5887253.941132
  nChanged 37
		SP:Iteration 51Q (13290.450000 sec): 3 clusters
  Score: Raw -5890781.493682 + Penalty 3513.069651 = -5887268.424031
  nChanged 24
		SP:Iteration 52Q (13290.550000 sec): 3 clusters
  Score: Raw -5890789.193534 + Penalty 3513.069651 = -5887276.123883
  nChanged 25
		SP:Iteration 53Q (13290.640000 sec): 3 clusters
  Score: Raw -5890799.195389 + Penalty 3513.069651 = -5887286.125738
  nChanged 27
		SP:Iteration 54Q (13290.740000 sec): 3 clusters
  Score: Raw -5890809.817258 + Penalty 3513.069651 = -5887296.747607
  nChanged 23
		SP:Iteration 55Q (13290.840000 sec): 3 clusters
  Score: Raw -5890817.435645 + Penalty 3513.069651 = -5887304.365994
  nChanged 15
		SP:Iteration 56Q (13290.930000 sec): 3 clusters
  Score: Raw -5890822.401709 + Penalty 3513.069651 = -5887309.332058
  nChanged 12
		SP:Iteration 57Q (13291.030000 sec): 3 clusters
  Score: Raw -5890826.339752 + Penalty 3513.069651 = -5887313.270101
  nChanged 11
		SP:Iteration 58Q (13291.120000 sec): 3 clusters
  Score: Raw -5890830.699910 + Penalty 3513.069651 = -5887317.630259
  nChanged 11
		SP:Iteration 59Q (13291.220000 sec): 3 clusters
  Score: Raw -5890833.991459 + Penalty 3513.069651 = -5887320.921808
  nChanged 11
		SP:Iteration 60F (13291.350000 sec): 3 clusters
  Score: Raw -5890837.686475 + Penalty 3513.069651 = -5887324.616824
  nChanged 12
		SP:Iteration 61Q (13291.450000 sec): 3 clusters
  Score: Raw -5890841.892070 + Penalty 3513.069651 = -5887328.822419
  nChanged 12
		SP:Iteration 62Q (13291.540000 sec): 3 clusters
  Score: Raw -5890847.717991 + Penalty 3513.069651 = -5887334.648340
  nChanged 14
		SP:Iteration 63Q (13291.630000 sec): 3 clusters
  Score: Raw -5890851.961000 + Penalty 3513.069651 = -5887338.891349
  nChanged 7
		SP:Iteration 64Q (13291.730000 sec): 3 clusters
  Score: Raw -5890854.679694 + Penalty 3513.069651 = -5887341.610043
  nChanged 7
		SP:Iteration 65Q (13291.820000 sec): 3 clusters
  Score: Raw -5890857.138592 + Penalty 3513.069651 = -5887344.068941
  nChanged 5
		SP:Iteration 66Q (13291.910000 sec): 3 clusters
  Score: Raw -5890858.403478 + Penalty 3513.069651 = -5887345.333826
  nChanged 3
		SP:Iteration 67Q (13292.010000 sec): 3 clusters
  Score: Raw -5890859.214736 + Penalty 3513.069651 = -5887346.145085
  nChanged 1
		SP:Iteration 68Q (13292.100000 sec): 3 clusters
  Score: Raw -5890859.562395 + Penalty 3513.069651 = -5887346.492744
  nChanged 2
		SP:Iteration 69Q (13292.190000 sec): 3 clusters
  Score: Raw -5890860.066805 + Penalty 3513.069651 = -5887346.997154
  nChanged 2
		SP:Iteration 70Q (13292.290000 sec): 3 clusters
  Score: Raw -5890860.709554 + Penalty 3513.069651 = -5887347.639903
  nChanged 1
		SP:Iteration 71Q (13292.380000 sec): 3 clusters
  Score: Raw -5890860.999482 + Penalty 3513.069651 = -5887347.929831
  nChanged 3
		SP:Iteration 72Q (13292.470000 sec): 3 clusters
  Score: Raw -5890862.608255 + Penalty 3513.069651 = -5887349.538604
  nChanged 7
		SP:Iteration 73Q (13292.570000 sec): 3 clusters
  Score: Raw -5890865.950260 + Penalty 3513.069651 = -5887352.880609
  nChanged 11
		SP:Iteration 74Q (13292.660000 sec): 3 clusters
  Score: Raw -5890870.766033 + Penalty 3513.069651 = -5887357.696382
  nChanged 6
		SP:Iteration 75Q (13292.760000 sec): 3 clusters
  Score: Raw -5890873.636896 + Penalty 3513.069651 = -5887360.567245
  nChanged 5
		SP:Iteration 76Q (13292.850000 sec): 3 clusters
  Score: Raw -5890875.461678 + Penalty 3513.069651 = -5887362.392027
  nChanged 4
		SP:Iteration 77Q (13292.950000 sec): 3 clusters
  Score: Raw -5890876.507833 + Penalty 3513.069651 = -5887363.438181
  nChanged 3
		SP:Iteration 78Q (13293.040000 sec): 3 clusters
  Score: Raw -5890877.383059 + Penalty 3513.069651 = -5887364.313408
  nChanged 3
		SP:Iteration 79Q (13293.140000 sec): 3 clusters
  Score: Raw -5890878.193562 + Penalty 3513.069651 = -5887365.123911
  nChanged 0
		SP:Iteration 80F (13293.270000 sec): 3 clusters
  Score: Raw -5890878.193562 + Penalty 3513.069651 = -5887365.123911
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13293.320000 sec): 2 clusters
  Score: Raw -1263406.970567 + Penalty 1511.264570 = -1261895.705997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13293.350000 sec): 3 clusters
  Score: Raw -1257148.807093 + Penalty 3022.529141 = -1254126.277952
  nChanged 4811
		SP:Iteration 1F (13293.380000 sec): 3 clusters
  Score: Raw -1259731.801390 + Penalty 3022.529141 = -1256709.272249
  nChanged 675
		SP:Iteration 2F (13293.410000 sec): 3 clusters
  Score: Raw -1260074.985105 + Penalty 3022.529141 = -1257052.455964
  nChanged 656
		SP:Iteration 3F (13293.440000 sec): 3 clusters
  Score: Raw -1260468.387258 + Penalty 3022.529141 = -1257445.858118
  nChanged 720
		SP:Iteration 4F (13293.470000 sec): 3 clusters
  Score: Raw -1261008.817030 + Penalty 3022.529141 = -1257986.287889
  nChanged 763
		SP:Iteration 5F (13293.500000 sec): 3 clusters
  Score: Raw -1261595.009160 + Penalty 3022.529141 = -1258572.480019
  nChanged 763
		SP:Iteration 6F (13293.530000 sec): 3 clusters
  Score: Raw -1262171.427512 + Penalty 3022.529141 = -1259148.898372
  nChanged 671
		SP:Iteration 7F (13293.550000 sec): 3 clusters
  Score: Raw -1262603.001013 + Penalty 3022.529141 = -1259580.471872
  nChanged 521
		SP:Iteration 8Q (13293.580000 sec): 3 clusters
  Score: Raw -1262892.131738 + Penalty 3022.529141 = -1259869.602598
  nChanged 406
		SP:Iteration 9Q (13293.610000 sec): 3 clusters
  Score: Raw -1263082.428890 + Penalty 3022.529141 = -1260059.899749
  nChanged 318
		SP:Iteration 10Q (13293.640000 sec): 3 clusters
  Score: Raw -1263205.418975 + Penalty 3022.529141 = -1260182.889835
  nChanged 239
		SP:Iteration 11Q (13293.670000 sec): 3 clusters
  Score: Raw -1263291.306077 + Penalty 3022.529141 = -1260268.776936
  nChanged 173
		SP:Iteration 12Q (13293.700000 sec): 3 clusters
  Score: Raw -1263342.844449 + Penalty 3022.529141 = -1260320.315308
  nChanged 141
		SP:Iteration 13Q (13293.730000 sec): 3 clusters
  Score: Raw -1263385.438889 + Penalty 3022.529141 = -1260362.909748
  nChanged 129
		SP:Iteration 14Q (13293.750000 sec): 3 clusters
  Score: Raw -1263420.721954 + Penalty 3022.529141 = -1260398.192814
  nChanged 104
		SP:Iteration 15Q (13293.780000 sec): 3 clusters
  Score: Raw -1263451.018207 + Penalty 3022.529141 = -1260428.489066
  nChanged 99
		SP:Iteration 16Q (13293.810000 sec): 3 clusters
  Score: Raw -1263476.387857 + Penalty 3022.529141 = -1260453.858716
  nChanged 89
		SP:Iteration 17Q (13293.830000 sec): 3 clusters
  Score: Raw -1263500.655836 + Penalty 3022.529141 = -1260478.126695
  nChanged 86
		SP:Iteration 18Q (13293.860000 sec): 3 clusters
  Score: Raw -1263524.214577 + Penalty 3022.529141 = -1260501.685436
  nChanged 77
		SP:Iteration 19Q (13293.890000 sec): 3 clusters
  Score: Raw -1263545.293913 + Penalty 3022.529141 = -1260522.764772
  nChanged 67
		SP:Iteration 20F (13293.920000 sec): 3 clusters
  Score: Raw -1263560.091800 + Penalty 3022.529141 = -1260537.562659
  nChanged 45
		SP:Iteration 21Q (13293.950000 sec): 3 clusters
  Score: Raw -1263569.469432 + Penalty 3022.529141 = -1260546.940292
  nChanged 38
		SP:Iteration 22Q (13293.970000 sec): 3 clusters
  Score: Raw -1263578.002534 + Penalty 3022.529141 = -1260555.473394
  nChanged 34
		SP:Iteration 23Q (13294.000000 sec): 3 clusters
  Score: Raw -1263586.101364 + Penalty 3022.529141 = -1260563.572223
  nChanged 33
		SP:Iteration 24Q (13294.030000 sec): 3 clusters
  Score: Raw -1263593.931859 + Penalty 3022.529141 = -1260571.402718
  nChanged 37
		SP:Iteration 25Q (13294.060000 sec): 3 clusters
  Score: Raw -1263601.679559 + Penalty 3022.529141 = -1260579.150419
  nChanged 29
		SP:Iteration 26Q (13294.090000 sec): 3 clusters
  Score: Raw -1263606.680726 + Penalty 3022.529141 = -1260584.151585
  nChanged 27
		SP:Iteration 27Q (13294.110000 sec): 3 clusters
  Score: Raw -1263612.171522 + Penalty 3022.529141 = -1260589.642381
  nChanged 22
		SP:Iteration 28Q (13294.140000 sec): 3 clusters
  Score: Raw -1263616.253699 + Penalty 3022.529141 = -1260593.724558
  nChanged 23
		SP:Iteration 29Q (13294.170000 sec): 3 clusters
  Score: Raw -1263623.432569 + Penalty 3022.529141 = -1260600.903428
  nChanged 32
		SP:Iteration 30Q (13294.200000 sec): 3 clusters
  Score: Raw -1263636.499249 + Penalty 3022.529141 = -1260613.970108
  nChanged 42
		SP:Iteration 31Q (13294.230000 sec): 3 clusters
  Score: Raw -1263650.294510 + Penalty 3022.529141 = -1260627.765369
  nChanged 31
		SP:Iteration 32Q (13294.250000 sec): 3 clusters
  Score: Raw -1263658.984809 + Penalty 3022.529141 = -1260636.455668
  nChanged 28
		SP:Iteration 33Q (13294.280000 sec): 3 clusters
  Score: Raw -1263665.189754 + Penalty 3022.529141 = -1260642.660613
  nChanged 19
		SP:Iteration 34Q (13294.310000 sec): 3 clusters
  Score: Raw -1263669.835404 + Penalty 3022.529141 = -1260647.306264
  nChanged 23
		SP:Iteration 35Q (13294.340000 sec): 3 clusters
  Score: Raw -1263676.153540 + Penalty 3022.529141 = -1260653.624399
  nChanged 22
		SP:Iteration 36Q (13294.370000 sec): 3 clusters
  Score: Raw -1263682.216468 + Penalty 3022.529141 = -1260659.687327
  nChanged 18
		SP:Iteration 37Q (13294.390000 sec): 3 clusters
  Score: Raw -1263687.179212 + Penalty 3022.529141 = -1260664.650071
  nChanged 16
		SP:Iteration 38Q (13294.420000 sec): 3 clusters
  Score: Raw -1263690.755138 + Penalty 3022.529141 = -1260668.225997
  nChanged 16
		SP:Iteration 39Q (13294.450000 sec): 3 clusters
  Score: Raw -1263694.110745 + Penalty 3022.529141 = -1260671.581604
  nChanged 14
		SP:Iteration 40F (13294.480000 sec): 3 clusters
  Score: Raw -1263697.717821 + Penalty 3022.529141 = -1260675.188680
  nChanged 19
		SP:Iteration 41Q (13294.510000 sec): 3 clusters
  Score: Raw -1263702.137318 + Penalty 3022.529141 = -1260679.608177
  nChanged 14
		SP:Iteration 42Q (13294.530000 sec): 3 clusters
  Score: Raw -1263705.224861 + Penalty 3022.529141 = -1260682.695720
  nChanged 16
		SP:Iteration 43Q (13294.560000 sec): 3 clusters
  Score: Raw -1263710.517592 + Penalty 3022.529141 = -1260687.988451
  nChanged 20
		SP:Iteration 44Q (13294.590000 sec): 3 clusters
  Score: Raw -1263717.080929 + Penalty 3022.529141 = -1260694.551789
  nChanged 20
		SP:Iteration 45Q (13294.620000 sec): 3 clusters
  Score: Raw -1263724.266741 + Penalty 3022.529141 = -1260701.737600
  nChanged 14
		SP:Iteration 46Q (13294.650000 sec): 3 clusters
  Score: Raw -1263728.407699 + Penalty 3022.529141 = -1260705.878558
  nChanged 13
		SP:Iteration 47Q (13294.670000 sec): 3 clusters
  Score: Raw -1263731.849504 + Penalty 3022.529141 = -1260709.320364
  nChanged 10
		SP:Iteration 48Q (13294.700000 sec): 3 clusters
  Score: Raw -1263735.947393 + Penalty 3022.529141 = -1260713.418253
  nChanged 13
		SP:Iteration 49Q (13294.730000 sec): 3 clusters
  Score: Raw -1263739.978792 + Penalty 3022.529141 = -1260717.449651
  nChanged 10
		SP:Iteration 50Q (13294.750000 sec): 3 clusters
  Score: Raw -1263742.655488 + Penalty 3022.529141 = -1260720.126347
  nChanged 6
		SP:Iteration 51Q (13294.780000 sec): 3 clusters
  Score: Raw -1263743.940751 + Penalty 3022.529141 = -1260721.411611
  nChanged 5
		SP:Iteration 52Q (13294.810000 sec): 3 clusters
  Score: Raw -1263745.241743 + Penalty 3022.529141 = -1260722.712602
  nChanged 7
		SP:Iteration 53Q (13294.840000 sec): 3 clusters
  Score: Raw -1263746.966136 + Penalty 3022.529141 = -1260724.436995
  nChanged 4
		SP:Iteration 54Q (13294.870000 sec): 3 clusters
  Score: Raw -1263747.653360 + Penalty 3022.529141 = -1260725.124220
  nChanged 6
		SP:Iteration 55Q (13294.890000 sec): 3 clusters
  Score: Raw -1263748.863991 + Penalty 3022.529141 = -1260726.334850
  nChanged 6
		SP:Iteration 56Q (13294.920000 sec): 3 clusters
  Score: Raw -1263750.126770 + Penalty 3022.529141 = -1260727.597630
  nChanged 5
		SP:Iteration 57Q (13294.950000 sec): 3 clusters
  Score: Raw -1263751.258931 + Penalty 3022.529141 = -1260728.729791
  nChanged 7
		SP:Iteration 58Q (13294.970000 sec): 3 clusters
  Score: Raw -1263752.538314 + Penalty 3022.529141 = -1260730.009173
  nChanged 3
		SP:Iteration 59Q (13295.000000 sec): 3 clusters
  Score: Raw -1263753.241345 + Penalty 3022.529141 = -1260730.712204
  nChanged 3
		SP:Iteration 60F (13295.030000 sec): 3 clusters
  Score: Raw -1263754.020345 + Penalty 3022.529141 = -1260731.491204
  nChanged 4
		SP:Iteration 61Q (13295.060000 sec): 3 clusters
  Score: Raw -1263754.868769 + Penalty 3022.529141 = -1260732.339628
  nChanged 1
		SP:Iteration 62Q (13295.080000 sec): 3 clusters
  Score: Raw -1263754.925715 + Penalty 3022.529141 = -1260732.396574
  nChanged 0
		SP:Iteration 63F (13295.110000 sec): 3 clusters
  Score: Raw -1263754.925715 + Penalty 3022.529141 = -1260732.396574
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13295.130000 sec): 2 clusters
  Score: Raw -193257.234699 + Penalty 1213.818803 = -192043.415896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13295.130000 sec): 3 clusters
  Score: Raw -192506.875232 + Penalty 2427.637606 = -190079.237626
  nChanged 587
		SP:Iteration 1F (13295.130000 sec): 3 clusters
  Score: Raw -192920.920063 + Penalty 2427.637606 = -190493.282457
  nChanged 158
		SP:Iteration 2F (13295.140000 sec): 3 clusters
  Score: Raw -193071.495822 + Penalty 2427.637606 = -190643.858216
  nChanged 122
		SP:Iteration 3F (13295.140000 sec): 3 clusters
  Score: Raw -193197.416485 + Penalty 2427.637606 = -190769.778879
  nChanged 83
		SP:Iteration 4Q (13295.150000 sec): 3 clusters
  Score: Raw -193290.807840 + Penalty 2427.637606 = -190863.170233
  nChanged 85
		SP:Iteration 5Q (13295.150000 sec): 3 clusters
  Score: Raw -193365.441892 + Penalty 2427.637606 = -190937.804285
  nChanged 69
		SP:Iteration 6Q (13295.150000 sec): 3 clusters
  Score: Raw -193418.152842 + Penalty 2427.637606 = -190990.515236
  nChanged 53
		SP:Iteration 7Q (13295.160000 sec): 3 clusters
  Score: Raw -193468.191671 + Penalty 2427.637606 = -191040.554065
  nChanged 45
		SP:Iteration 8Q (13295.160000 sec): 3 clusters
  Score: Raw -193504.075674 + Penalty 2427.637606 = -191076.438068
  nChanged 38
		SP:Iteration 9Q (13295.170000 sec): 3 clusters
  Score: Raw -193531.601304 + Penalty 2427.637606 = -191103.963698
  nChanged 31
		SP:Iteration 10Q (13295.170000 sec): 3 clusters
  Score: Raw -193548.320330 + Penalty 2427.637606 = -191120.682724
  nChanged 24
		SP:Iteration 11Q (13295.180000 sec): 3 clusters
  Score: Raw -193564.901406 + Penalty 2427.637606 = -191137.263799
  nChanged 21
		SP:Iteration 12Q (13295.180000 sec): 3 clusters
  Score: Raw -193583.392126 + Penalty 2427.637606 = -191155.754520
  nChanged 27
		SP:Iteration 13Q (13295.190000 sec): 3 clusters
  Score: Raw -193610.057575 + Penalty 2427.637606 = -191182.419969
  nChanged 33
		SP:Iteration 14Q (13295.190000 sec): 3 clusters
  Score: Raw -193642.526373 + Penalty 2427.637606 = -191214.888766
  nChanged 32
		SP:Iteration 15Q (13295.190000 sec): 3 clusters
  Score: Raw -193672.536349 + Penalty 2427.637606 = -191244.898743
  nChanged 37
		SP:Iteration 16Q (13295.200000 sec): 3 clusters
  Score: Raw -193714.314723 + Penalty 2427.637606 = -191286.677117
  nChanged 36
		SP:Iteration 17Q (13295.200000 sec): 3 clusters
  Score: Raw -193749.733317 + Penalty 2427.637606 = -191322.095711
  nChanged 34
		SP:Iteration 18Q (13295.210000 sec): 3 clusters
  Score: Raw -193790.199557 + Penalty 2427.637606 = -191362.561951
  nChanged 35
		SP:Iteration 19Q (13295.210000 sec): 3 clusters
  Score: Raw -193829.772827 + Penalty 2427.637606 = -191402.135220
  nChanged 30
		SP:Iteration 20F (13295.210000 sec): 3 clusters
  Score: Raw -193863.122206 + Penalty 2427.637606 = -191435.484600
  nChanged 24
		SP:Iteration 21Q (13295.220000 sec): 3 clusters
  Score: Raw -193893.437023 + Penalty 2427.637606 = -191465.799416
  nChanged 25
		SP:Iteration 22Q (13295.220000 sec): 3 clusters
  Score: Raw -193919.619220 + Penalty 2427.637606 = -191491.981614
  nChanged 14
		SP:Iteration 23Q (13295.230000 sec): 3 clusters
  Score: Raw -193937.361213 + Penalty 2427.637606 = -191509.723607
  nChanged 17
		SP:Iteration 24Q (13295.230000 sec): 3 clusters
  Score: Raw -193954.376856 + Penalty 2427.637606 = -191526.739250
  nChanged 14
		SP:Iteration 25Q (13295.230000 sec): 3 clusters
  Score: Raw -193966.431050 + Penalty 2427.637606 = -191538.793444
  nChanged 7
		SP:Iteration 26Q (13295.240000 sec): 3 clusters
  Score: Raw -193971.474871 + Penalty 2427.637606 = -191543.837265
  nChanged 6
		SP:Iteration 27Q (13295.240000 sec): 3 clusters
  Score: Raw -193978.172135 + Penalty 2427.637606 = -191550.534529
  nChanged 2
		SP:Iteration 28Q (13295.250000 sec): 3 clusters
  Score: Raw -193978.872452 + Penalty 2427.637606 = -191551.234846
  nChanged 0
		SP:Iteration 29F (13295.250000 sec): 3 clusters
  Score: Raw -193978.872452 + Penalty 2427.637606 = -191551.234846
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13295.340000 sec): 2 clusters
  Score: Raw -3137458.489769 + Penalty 1658.858264 = -3135799.631506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13295.410000 sec): 3 clusters
  Score: Raw -3120865.433469 + Penalty 3317.716527 = -3117547.716942
  nChanged 12434
		SP:Iteration 1F (13295.490000 sec): 3 clusters
  Score: Raw -3128035.535812 + Penalty 3317.716527 = -3124717.819285
  nChanged 1305
		SP:Iteration 2Q (13295.560000 sec): 3 clusters
  Score: Raw -3128510.413424 + Penalty 3317.716527 = -3125192.696897
  nChanged 1312
		SP:Iteration 3Q (13295.640000 sec): 3 clusters
  Score: Raw -3129128.860861 + Penalty 3317.716527 = -3125811.144334
  nChanged 1518
		SP:Iteration 4F (13295.710000 sec): 3 clusters
  Score: Raw -3130055.049856 + Penalty 3317.716527 = -3126737.333329
  nChanged 1611
		SP:Iteration 5F (13295.790000 sec): 3 clusters
  Score: Raw -3131163.002294 + Penalty 3317.716527 = -3127845.285766
  nChanged 1718
		SP:Iteration 6F (13295.860000 sec): 3 clusters
  Score: Raw -3132478.056188 + Penalty 3317.716527 = -3129160.339661
  nChanged 1649
		SP:Iteration 7F (13295.930000 sec): 3 clusters
  Score: Raw -3133723.230265 + Penalty 3317.716527 = -3130405.513737
  nChanged 1425
		SP:Iteration 8F (13296.010000 sec): 3 clusters
  Score: Raw -3134685.877055 + Penalty 3317.716527 = -3131368.160528
  nChanged 1144
		SP:Iteration 9Q (13296.080000 sec): 3 clusters
  Score: Raw -3135268.049176 + Penalty 3317.716527 = -3131950.332649
  nChanged 829
		SP:Iteration 10Q (13296.150000 sec): 3 clusters
  Score: Raw -3135591.806233 + Penalty 3317.716527 = -3132274.089706
  nChanged 580
		SP:Iteration 11Q (13296.220000 sec): 3 clusters
  Score: Raw -3135763.022965 + Penalty 3317.716527 = -3132445.306437
  nChanged 405
		SP:Iteration 12Q (13296.290000 sec): 3 clusters
  Score: Raw -3135867.357087 + Penalty 3317.716527 = -3132549.640559
  nChanged 324
		SP:Iteration 13Q (13296.360000 sec): 3 clusters
  Score: Raw -3135935.938783 + Penalty 3317.716527 = -3132618.222255
  nChanged 236
		SP:Iteration 14Q (13296.430000 sec): 3 clusters
  Score: Raw -3135976.867883 + Penalty 3317.716527 = -3132659.151356
  nChanged 184
		SP:Iteration 15Q (13296.490000 sec): 3 clusters
  Score: Raw -3136005.579598 + Penalty 3317.716527 = -3132687.863070
  nChanged 161
		SP:Iteration 16Q (13296.560000 sec): 3 clusters
  Score: Raw -3136029.362946 + Penalty 3317.716527 = -3132711.646419
  nChanged 150
		SP:Iteration 17Q (13296.630000 sec): 3 clusters
  Score: Raw -3136051.412315 + Penalty 3317.716527 = -3132733.695788
  nChanged 137
		SP:Iteration 18Q (13296.700000 sec): 3 clusters
  Score: Raw -3136072.149981 + Penalty 3317.716527 = -3132754.433454
  nChanged 132
		SP:Iteration 19Q (13296.770000 sec): 3 clusters
  Score: Raw -3136091.587123 + Penalty 3317.716527 = -3132773.870596
  nChanged 122
		SP:Iteration 20F (13296.840000 sec): 3 clusters
  Score: Raw -3136111.570521 + Penalty 3317.716527 = -3132793.853994
  nChanged 126
		SP:Iteration 21Q (13296.910000 sec): 3 clusters
  Score: Raw -3136132.318131 + Penalty 3317.716527 = -3132814.601604
  nChanged 135
		SP:Iteration 22Q (13296.980000 sec): 3 clusters
  Score: Raw -3136154.186156 + Penalty 3317.716527 = -3132836.469628
  nChanged 139
		SP:Iteration 23Q (13297.050000 sec): 3 clusters
  Score: Raw -3136178.043101 + Penalty 3317.716527 = -3132860.326574
  nChanged 153
		SP:Iteration 24Q (13297.110000 sec): 3 clusters
  Score: Raw -3136203.449345 + Penalty 3317.716527 = -3132885.732818
  nChanged 147
		SP:Iteration 25Q (13297.180000 sec): 3 clusters
  Score: Raw -3136226.216871 + Penalty 3317.716527 = -3132908.500344
  nChanged 147
		SP:Iteration 26Q (13297.250000 sec): 3 clusters
  Score: Raw -3136250.392396 + Penalty 3317.716527 = -3132932.675869
  nChanged 145
		SP:Iteration 27Q (13297.310000 sec): 3 clusters
  Score: Raw -3136274.824448 + Penalty 3317.716527 = -3132957.107921
  nChanged 141
		SP:Iteration 28Q (13297.380000 sec): 3 clusters
  Score: Raw -3136299.712969 + Penalty 3317.716527 = -3132981.996442
  nChanged 145
		SP:Iteration 29Q (13297.450000 sec): 3 clusters
  Score: Raw -3136326.232165 + Penalty 3317.716527 = -3133008.515638
  nChanged 147
		SP:Iteration 30Q (13297.510000 sec): 3 clusters
  Score: Raw -3136351.742065 + Penalty 3317.716527 = -3133034.025538
  nChanged 158
		SP:Iteration 31Q (13297.580000 sec): 3 clusters
  Score: Raw -3136381.505682 + Penalty 3317.716527 = -3133063.789155
  nChanged 148
		SP:Iteration 32Q (13297.640000 sec): 3 clusters
  Score: Raw -3136408.790714 + Penalty 3317.716527 = -3133091.074186
  nChanged 151
		SP:Iteration 33Q (13297.710000 sec): 3 clusters
  Score: Raw -3136442.104333 + Penalty 3317.716527 = -3133124.387805
  nChanged 164
		SP:Iteration 34Q (13297.770000 sec): 3 clusters
  Score: Raw -3136479.285434 + Penalty 3317.716527 = -3133161.568907
  nChanged 180
		SP:Iteration 35Q (13297.840000 sec): 3 clusters
  Score: Raw -3136522.709588 + Penalty 3317.716527 = -3133204.993061
  nChanged 194
		SP:Iteration 36Q (13297.910000 sec): 3 clusters
  Score: Raw -3136569.690476 + Penalty 3317.716527 = -3133251.973949
  nChanged 212
		SP:Iteration 37Q (13297.970000 sec): 3 clusters
  Score: Raw -3136625.673608 + Penalty 3317.716527 = -3133307.957081
  nChanged 218
		SP:Iteration 38Q (13298.040000 sec): 3 clusters
  Score: Raw -3136690.648002 + Penalty 3317.716527 = -3133372.931475
  nChanged 228
		SP:Iteration 39Q (13298.100000 sec): 3 clusters
  Score: Raw -3136760.642790 + Penalty 3317.716527 = -3133442.926263
  nChanged 226
		SP:Iteration 40F (13298.170000 sec): 3 clusters
  Score: Raw -3136841.891893 + Penalty 3317.716527 = -3133524.175366
  nChanged 257
		SP:Iteration 41Q (13298.240000 sec): 3 clusters
  Score: Raw -3136936.454283 + Penalty 3317.716527 = -3133618.737756
  nChanged 251
		SP:Iteration 42Q (13298.300000 sec): 3 clusters
  Score: Raw -3137027.444721 + Penalty 3317.716527 = -3133709.728194
  nChanged 247
		SP:Iteration 43Q (13298.360000 sec): 3 clusters
  Score: Raw -3137123.991807 + Penalty 3317.716527 = -3133806.275280
  nChanged 224
		SP:Iteration 44Q (13298.420000 sec): 3 clusters
  Score: Raw -3137204.790052 + Penalty 3317.716527 = -3133887.073525
  nChanged 211
		SP:Iteration 45Q (13298.490000 sec): 3 clusters
  Score: Raw -3137284.402073 + Penalty 3317.716527 = -3133966.685546
  nChanged 201
		SP:Iteration 46Q (13298.550000 sec): 3 clusters
  Score: Raw -3137367.435858 + Penalty 3317.716527 = -3134049.719331
  nChanged 185
		SP:Iteration 47Q (13298.610000 sec): 3 clusters
  Score: Raw -3137450.429905 + Penalty 3317.716527 = -3134132.713378
  nChanged 164
		SP:Iteration 48Q (13298.670000 sec): 3 clusters
  Score: Raw -3137529.204701 + Penalty 3317.716527 = -3134211.488174
  nChanged 150
		SP:Iteration 49Q (13298.730000 sec): 3 clusters
  Score: Raw -3137594.863163 + Penalty 3317.716527 = -3134277.146636
  nChanged 132
		SP:Iteration 50Q (13298.790000 sec): 3 clusters
  Score: Raw -3137667.512408 + Penalty 3317.716527 = -3134349.795880
  nChanged 132
		SP:Iteration 51Q (13298.850000 sec): 3 clusters
  Score: Raw -3137733.429370 + Penalty 3317.716527 = -3134415.712843
  nChanged 103
		SP:Iteration 52Q (13298.910000 sec): 3 clusters
  Score: Raw -3137783.325742 + Penalty 3317.716527 = -3134465.609215
  nChanged 87
		SP:Iteration 53Q (13298.960000 sec): 3 clusters
  Score: Raw -3137826.973954 + Penalty 3317.716527 = -3134509.257427
  nChanged 70
		SP:Iteration 54Q (13299.020000 sec): 3 clusters
  Score: Raw -3137861.259285 + Penalty 3317.716527 = -3134543.542758
  nChanged 67
		SP:Iteration 55Q (13299.080000 sec): 3 clusters
  Score: Raw -3137900.871780 + Penalty 3317.716527 = -3134583.155253
  nChanged 56
		SP:Iteration 56Q (13299.130000 sec): 3 clusters
  Score: Raw -3137933.785497 + Penalty 3317.716527 = -3134616.068970
  nChanged 56
		SP:Iteration 57Q (13299.190000 sec): 3 clusters
  Score: Raw -3137960.590544 + Penalty 3317.716527 = -3134642.874016
  nChanged 55
		SP:Iteration 58Q (13299.240000 sec): 3 clusters
  Score: Raw -3137995.744068 + Penalty 3317.716527 = -3134678.027540
  nChanged 66
		SP:Iteration 59Q (13299.300000 sec): 3 clusters
  Score: Raw -3138034.572528 + Penalty 3317.716527 = -3134716.856001
  nChanged 67
		SP:Iteration 60F (13299.370000 sec): 3 clusters
  Score: Raw -3138071.422005 + Penalty 3317.716527 = -3134753.705478
  nChanged 55
		SP:Iteration 61Q (13299.420000 sec): 3 clusters
  Score: Raw -3138101.011137 + Penalty 3317.716527 = -3134783.294609
  nChanged 51
		SP:Iteration 62Q (13299.480000 sec): 3 clusters
  Score: Raw -3138129.674272 + Penalty 3317.716527 = -3134811.957745
  nChanged 52
		SP:Iteration 63Q (13299.530000 sec): 3 clusters
  Score: Raw -3138157.785261 + Penalty 3317.716527 = -3134840.068734
  nChanged 50
		SP:Iteration 64Q (13299.580000 sec): 3 clusters
  Score: Raw -3138182.535650 + Penalty 3317.716527 = -3134864.819122
  nChanged 39
		SP:Iteration 65Q (13299.640000 sec): 3 clusters
  Score: Raw -3138201.991298 + Penalty 3317.716527 = -3134884.274771
  nChanged 49
		SP:Iteration 66Q (13299.690000 sec): 3 clusters
  Score: Raw -3138237.002830 + Penalty 3317.716527 = -3134919.286302
  nChanged 62
		SP:Iteration 67Q (13299.740000 sec): 3 clusters
  Score: Raw -3138286.572810 + Penalty 3317.716527 = -3134968.856283
  nChanged 76
		SP:Iteration 68Q (13299.800000 sec): 3 clusters
  Score: Raw -3138357.369016 + Penalty 3317.716527 = -3135039.652489
  nChanged 79
		SP:Iteration 69Q (13299.850000 sec): 3 clusters
  Score: Raw -3138440.601510 + Penalty 3317.716527 = -3135122.884983
  nChanged 74
		SP:Iteration 70Q (13299.900000 sec): 3 clusters
  Score: Raw -3138507.172667 + Penalty 3317.716527 = -3135189.456139
  nChanged 79
		SP:Iteration 71Q (13299.960000 sec): 3 clusters
  Score: Raw -3138559.084509 + Penalty 3317.716527 = -3135241.367982
  nChanged 75
		SP:Iteration 72Q (13300.010000 sec): 3 clusters
  Score: Raw -3138606.053876 + Penalty 3317.716527 = -3135288.337349
  nChanged 66
		SP:Iteration 73Q (13300.060000 sec): 3 clusters
  Score: Raw -3138638.769983 + Penalty 3317.716527 = -3135321.053456
  nChanged 38
		SP:Iteration 74Q (13300.110000 sec): 3 clusters
  Score: Raw -3138653.998610 + Penalty 3317.716527 = -3135336.282083
  nChanged 32
		SP:Iteration 75Q (13300.160000 sec): 3 clusters
  Score: Raw -3138664.966233 + Penalty 3317.716527 = -3135347.249706
  nChanged 15
		SP:Iteration 76Q (13300.220000 sec): 3 clusters
  Score: Raw -3138669.563223 + Penalty 3317.716527 = -3135351.846695
  nChanged 14
		SP:Iteration 77Q (13300.270000 sec): 3 clusters
  Score: Raw -3138674.153373 + Penalty 3317.716527 = -3135356.436846
  nChanged 15
		SP:Iteration 78Q (13300.320000 sec): 3 clusters
  Score: Raw -3138677.808039 + Penalty 3317.716527 = -3135360.091511
  nChanged 4
		SP:Iteration 79Q (13300.370000 sec): 3 clusters
  Score: Raw -3138678.318558 + Penalty 3317.716527 = -3135360.602031
  nChanged 3
		SP:Iteration 80F (13300.440000 sec): 3 clusters
  Score: Raw -3138721.746309 + Penalty 3317.716527 = -3135404.029782
  nChanged 40
		SP:Iteration 81Q (13300.500000 sec): 3 clusters
  Score: Raw -3138785.116633 + Penalty 3317.716527 = -3135467.400106
  nChanged 63
		SP:Iteration 82Q (13300.550000 sec): 3 clusters
  Score: Raw -3138839.885085 + Penalty 3317.716527 = -3135522.168558
  nChanged 65
		SP:Iteration 83Q (13300.600000 sec): 3 clusters
  Score: Raw -3138871.312517 + Penalty 3317.716527 = -3135553.595990
  nChanged 38
		SP:Iteration 84Q (13300.660000 sec): 3 clusters
  Score: Raw -3138881.689415 + Penalty 3317.716527 = -3135563.972888
  nChanged 24
		SP:Iteration 85Q (13300.710000 sec): 3 clusters
  Score: Raw -3138886.973080 + Penalty 3317.716527 = -3135569.256552
  nChanged 17
		SP:Iteration 86Q (13300.760000 sec): 3 clusters
  Score: Raw -3138891.672638 + Penalty 3317.716527 = -3135573.956110
  nChanged 11
		SP:Iteration 87Q (13300.820000 sec): 3 clusters
  Score: Raw -3138894.786604 + Penalty 3317.716527 = -3135577.070076
  nChanged 8
		SP:Iteration 88Q (13300.870000 sec): 3 clusters
  Score: Raw -3138897.170733 + Penalty 3317.716527 = -3135579.454206
  nChanged 8
		SP:Iteration 89Q (13300.920000 sec): 3 clusters
  Score: Raw -3138899.682206 + Penalty 3317.716527 = -3135581.965679
  nChanged 10
		SP:Iteration 90Q (13300.980000 sec): 3 clusters
  Score: Raw -3138901.826973 + Penalty 3317.716527 = -3135584.110446
  nChanged 7
		SP:Iteration 91Q (13301.030000 sec): 3 clusters
  Score: Raw -3138902.898732 + Penalty 3317.716527 = -3135585.182204
  nChanged 3
		SP:Iteration 92Q (13301.080000 sec): 3 clusters
  Score: Raw -3138903.459666 + Penalty 3317.716527 = -3135585.743139
  nChanged 3
		SP:Iteration 93Q (13301.130000 sec): 3 clusters
  Score: Raw -3138903.770443 + Penalty 3317.716527 = -3135586.053916
  nChanged 2
		SP:Iteration 94Q (13301.180000 sec): 3 clusters
  Score: Raw -3138903.995588 + Penalty 3317.716527 = -3135586.279060
  nChanged 0
		SP:Iteration 95F (13301.260000 sec): 3 clusters
  Score: Raw -3138905.139326 + Penalty 3317.716527 = -3135587.422799
  nChanged 2
		SP:Iteration 96Q (13301.310000 sec): 3 clusters
  Score: Raw -3138905.817721 + Penalty 3317.716527 = -3135588.101194
  nChanged 3
		SP:Iteration 97Q (13301.360000 sec): 3 clusters
  Score: Raw -3138906.170559 + Penalty 3317.716527 = -3135588.454032
  nChanged 3
		SP:Iteration 98Q (13301.420000 sec): 3 clusters
  Score: Raw -3138906.616374 + Penalty 3317.716527 = -3135588.899847
  nChanged 3
		SP:Iteration 99Q (13301.470000 sec): 3 clusters
  Score: Raw -3138907.086029 + Penalty 3317.716527 = -3135589.369501
  nChanged 5
		SP:Iteration 100F (13301.540000 sec): 3 clusters
  Score: Raw -3138908.280357 + Penalty 3317.716527 = -3135590.563829
  nChanged 4
		SP:Iteration 101Q (13301.600000 sec): 3 clusters
  Score: Raw -3138909.059404 + Penalty 3317.716527 = -3135591.342877
  nChanged 2
		SP:Iteration 102Q (13301.650000 sec): 3 clusters
  Score: Raw -3138909.419307 + Penalty 3317.716527 = -3135591.702780
  nChanged 3
		SP:Iteration 103Q (13301.700000 sec): 3 clusters
  Score: Raw -3138910.303382 + Penalty 3317.716527 = -3135592.586855
  nChanged 4
		SP:Iteration 104Q (13301.750000 sec): 3 clusters
  Score: Raw -3138911.106556 + Penalty 3317.716527 = -3135593.390029
  nChanged 3
		SP:Iteration 105Q (13301.810000 sec): 3 clusters
  Score: Raw -3138911.542038 + Penalty 3317.716527 = -3135593.825510
  nChanged 3
		SP:Iteration 106Q (13301.860000 sec): 3 clusters
  Score: Raw -3138911.911962 + Penalty 3317.716527 = -3135594.195435
  nChanged 1
		SP:Iteration 107Q (13301.910000 sec): 3 clusters
  Score: Raw -3138911.984483 + Penalty 3317.716527 = -3135594.267956
  nChanged 0
		SP:Iteration 108F (13301.980000 sec): 3 clusters
  Score: Raw -3138911.984483 + Penalty 3317.716527 = -3135594.267956
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13302.030000 sec): 2 clusters
  Score: Raw -1469173.299430 + Penalty 1547.528369 = -1467625.771062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13302.070000 sec): 3 clusters
  Score: Raw -1461252.009252 + Penalty 3095.056737 = -1458156.952515
  nChanged 5993
		SP:Iteration 1F (13302.100000 sec): 3 clusters
  Score: Raw -1464620.675455 + Penalty 3095.056737 = -1461525.618718
  nChanged 879
		SP:Iteration 2F (13302.140000 sec): 3 clusters
  Score: Raw -1465054.421249 + Penalty 3095.056737 = -1461959.364512
  nChanged 829
		SP:Iteration 3F (13302.180000 sec): 3 clusters
  Score: Raw -1465481.357464 + Penalty 3095.056737 = -1462386.300727
  nChanged 780
		SP:Iteration 4F (13302.220000 sec): 3 clusters
  Score: Raw -1465998.220542 + Penalty 3095.056737 = -1462903.163805
  nChanged 842
		SP:Iteration 5F (13302.250000 sec): 3 clusters
  Score: Raw -1466605.611331 + Penalty 3095.056737 = -1463510.554594
  nChanged 831
		SP:Iteration 6F (13302.290000 sec): 3 clusters
  Score: Raw -1467212.843368 + Penalty 3095.056737 = -1464117.786631
  nChanged 774
		SP:Iteration 7F (13302.320000 sec): 3 clusters
  Score: Raw -1467685.338943 + Penalty 3095.056737 = -1464590.282206
  nChanged 694
		SP:Iteration 8F (13302.360000 sec): 3 clusters
  Score: Raw -1468031.379098 + Penalty 3095.056737 = -1464936.322361
  nChanged 488
		SP:Iteration 9Q (13302.400000 sec): 3 clusters
  Score: Raw -1468225.592598 + Penalty 3095.056737 = -1465130.535861
  nChanged 392
		SP:Iteration 10Q (13302.430000 sec): 3 clusters
  Score: Raw -1468373.994060 + Penalty 3095.056737 = -1465278.937323
  nChanged 325
		SP:Iteration 11Q (13302.470000 sec): 3 clusters
  Score: Raw -1468493.279722 + Penalty 3095.056737 = -1465398.222985
  nChanged 295
		SP:Iteration 12Q (13302.510000 sec): 3 clusters
  Score: Raw -1468599.605362 + Penalty 3095.056737 = -1465504.548625
  nChanged 279
		SP:Iteration 13Q (13302.540000 sec): 3 clusters
  Score: Raw -1468710.005050 + Penalty 3095.056737 = -1465614.948313
  nChanged 266
		SP:Iteration 14Q (13302.580000 sec): 3 clusters
  Score: Raw -1468840.208129 + Penalty 3095.056737 = -1465745.151392
  nChanged 268
		SP:Iteration 15Q (13302.620000 sec): 3 clusters
  Score: Raw -1468960.452235 + Penalty 3095.056737 = -1465865.395498
  nChanged 225
		SP:Iteration 16Q (13302.650000 sec): 3 clusters
  Score: Raw -1469039.984397 + Penalty 3095.056737 = -1465944.927660
  nChanged 204
		SP:Iteration 17Q (13302.690000 sec): 3 clusters
  Score: Raw -1469110.244487 + Penalty 3095.056737 = -1466015.187750
  nChanged 171
		SP:Iteration 18Q (13302.720000 sec): 3 clusters
  Score: Raw -1469164.785586 + Penalty 3095.056737 = -1466069.728849
  nChanged 146
		SP:Iteration 19Q (13302.760000 sec): 3 clusters
  Score: Raw -1469210.346521 + Penalty 3095.056737 = -1466115.289784
  nChanged 146
		SP:Iteration 20F (13302.790000 sec): 3 clusters
  Score: Raw -1469255.906873 + Penalty 3095.056737 = -1466160.850136
  nChanged 147
		SP:Iteration 21Q (13302.830000 sec): 3 clusters
  Score: Raw -1469302.142194 + Penalty 3095.056737 = -1466207.085457
  nChanged 168
		SP:Iteration 22Q (13302.860000 sec): 3 clusters
  Score: Raw -1469354.019830 + Penalty 3095.056737 = -1466258.963093
  nChanged 166
		SP:Iteration 23Q (13302.900000 sec): 3 clusters
  Score: Raw -1469412.553265 + Penalty 3095.056737 = -1466317.496528
  nChanged 147
		SP:Iteration 24Q (13302.930000 sec): 3 clusters
  Score: Raw -1469463.782761 + Penalty 3095.056737 = -1466368.726024
  nChanged 151
		SP:Iteration 25Q (13302.970000 sec): 3 clusters
  Score: Raw -1469513.771653 + Penalty 3095.056737 = -1466418.714916
  nChanged 141
		SP:Iteration 26Q (13303.000000 sec): 3 clusters
  Score: Raw -1469560.533456 + Penalty 3095.056737 = -1466465.476719
  nChanged 149
		SP:Iteration 27Q (13303.040000 sec): 3 clusters
  Score: Raw -1469608.513171 + Penalty 3095.056737 = -1466513.456434
  nChanged 156
		SP:Iteration 28Q (13303.070000 sec): 3 clusters
  Score: Raw -1469663.849432 + Penalty 3095.056737 = -1466568.792695
  nChanged 141
		SP:Iteration 29Q (13303.110000 sec): 3 clusters
  Score: Raw -1469715.184528 + Penalty 3095.056737 = -1466620.127791
  nChanged 137
		SP:Iteration 30Q (13303.140000 sec): 3 clusters
  Score: Raw -1469758.984334 + Penalty 3095.056737 = -1466663.927597
  nChanged 111
		SP:Iteration 31Q (13303.180000 sec): 3 clusters
  Score: Raw -1469792.562847 + Penalty 3095.056737 = -1466697.506110
  nChanged 98
		SP:Iteration 32Q (13303.210000 sec): 3 clusters
  Score: Raw -1469820.957260 + Penalty 3095.056737 = -1466725.900523
  nChanged 82
		SP:Iteration 33Q (13303.240000 sec): 3 clusters
  Score: Raw -1469842.121245 + Penalty 3095.056737 = -1466747.064508
  nChanged 78
		SP:Iteration 34Q (13303.280000 sec): 3 clusters
  Score: Raw -1469861.420368 + Penalty 3095.056737 = -1466766.363631
  nChanged 56
		SP:Iteration 35Q (13303.310000 sec): 3 clusters
  Score: Raw -1469877.448896 + Penalty 3095.056737 = -1466782.392159
  nChanged 54
		SP:Iteration 36Q (13303.340000 sec): 3 clusters
  Score: Raw -1469896.625254 + Penalty 3095.056737 = -1466801.568517
  nChanged 62
		SP:Iteration 37Q (13303.370000 sec): 3 clusters
  Score: Raw -1469917.375523 + Penalty 3095.056737 = -1466822.318786
  nChanged 60
		SP:Iteration 38Q (13303.400000 sec): 3 clusters
  Score: Raw -1469933.138863 + Penalty 3095.056737 = -1466838.082126
  nChanged 52
		SP:Iteration 39Q (13303.430000 sec): 3 clusters
  Score: Raw -1469945.901636 + Penalty 3095.056737 = -1466850.844899
  nChanged 41
		SP:Iteration 40F (13303.470000 sec): 3 clusters
  Score: Raw -1469956.985103 + Penalty 3095.056737 = -1466861.928366
  nChanged 37
		SP:Iteration 41Q (13303.500000 sec): 3 clusters
  Score: Raw -1469966.752903 + Penalty 3095.056737 = -1466871.696166
  nChanged 39
		SP:Iteration 42Q (13303.530000 sec): 3 clusters
  Score: Raw -1469975.768645 + Penalty 3095.056737 = -1466880.711908
  nChanged 42
		SP:Iteration 43Q (13303.560000 sec): 3 clusters
  Score: Raw -1469986.386008 + Penalty 3095.056737 = -1466891.329271
  nChanged 45
		SP:Iteration 44Q (13303.590000 sec): 3 clusters
  Score: Raw -1469999.074835 + Penalty 3095.056737 = -1466904.018098
  nChanged 49
		SP:Iteration 45Q (13303.620000 sec): 3 clusters
  Score: Raw -1470014.846201 + Penalty 3095.056737 = -1466919.789464
  nChanged 44
		SP:Iteration 46Q (13303.650000 sec): 3 clusters
  Score: Raw -1470026.786819 + Penalty 3095.056737 = -1466931.730082
  nChanged 37
		SP:Iteration 47Q (13303.680000 sec): 3 clusters
  Score: Raw -1470036.262031 + Penalty 3095.056737 = -1466941.205294
  nChanged 29
		SP:Iteration 48Q (13303.710000 sec): 3 clusters
  Score: Raw -1470042.970607 + Penalty 3095.056737 = -1466947.913870
  nChanged 24
		SP:Iteration 49Q (13303.740000 sec): 3 clusters
  Score: Raw -1470047.551704 + Penalty 3095.056737 = -1466952.494967
  nChanged 14
		SP:Iteration 50Q (13303.770000 sec): 3 clusters
  Score: Raw -1470050.196041 + Penalty 3095.056737 = -1466955.139304
  nChanged 13
		SP:Iteration 51Q (13303.800000 sec): 3 clusters
  Score: Raw -1470054.545516 + Penalty 3095.056737 = -1466959.488779
  nChanged 23
		SP:Iteration 52Q (13303.830000 sec): 3 clusters
  Score: Raw -1470060.236054 + Penalty 3095.056737 = -1466965.179317
  nChanged 15
		SP:Iteration 53Q (13303.860000 sec): 3 clusters
  Score: Raw -1470063.398645 + Penalty 3095.056737 = -1466968.341908
  nChanged 16
		SP:Iteration 54Q (13303.900000 sec): 3 clusters
  Score: Raw -1470067.182433 + Penalty 3095.056737 = -1466972.125696
  nChanged 18
		SP:Iteration 55Q (13303.930000 sec): 3 clusters
  Score: Raw -1470072.854293 + Penalty 3095.056737 = -1466977.797556
  nChanged 19
		SP:Iteration 56Q (13303.960000 sec): 3 clusters
  Score: Raw -1470077.195117 + Penalty 3095.056737 = -1466982.138380
  nChanged 11
		SP:Iteration 57Q (13303.990000 sec): 3 clusters
  Score: Raw -1470079.157214 + Penalty 3095.056737 = -1466984.100477
  nChanged 6
		SP:Iteration 58Q (13304.020000 sec): 3 clusters
  Score: Raw -1470079.989118 + Penalty 3095.056737 = -1466984.932381
  nChanged 3
		SP:Iteration 59Q (13304.050000 sec): 3 clusters
  Score: Raw -1470080.445734 + Penalty 3095.056737 = -1466985.388997
  nChanged 5
		SP:Iteration 60F (13304.080000 sec): 3 clusters
  Score: Raw -1470081.165939 + Penalty 3095.056737 = -1466986.109202
  nChanged 2
		SP:Iteration 61Q (13304.120000 sec): 3 clusters
  Score: Raw -1470081.375953 + Penalty 3095.056737 = -1466986.319216
  nChanged 2
		SP:Iteration 62Q (13304.140000 sec): 3 clusters
  Score: Raw -1470081.750733 + Penalty 3095.056737 = -1466986.693996
  nChanged 2
		SP:Iteration 63Q (13304.180000 sec): 3 clusters
  Score: Raw -1470081.925297 + Penalty 3095.056737 = -1466986.868560
  nChanged 2
		SP:Iteration 64Q (13304.210000 sec): 3 clusters
  Score: Raw -1470082.236094 + Penalty 3095.056737 = -1466987.179357
  nChanged 0
		SP:Iteration 65F (13304.240000 sec): 3 clusters
  Score: Raw -1470082.236094 + Penalty 3095.056737 = -1466987.179357
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13304.280000 sec): 2 clusters
  Score: Raw -1578016.772606 + Penalty 1548.641630 = -1576468.130976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13304.320000 sec): 3 clusters
  Score: Raw -1570020.142657 + Penalty 3097.283260 = -1566922.859397
  nChanged 6061
		SP:Iteration 1F (13304.360000 sec): 3 clusters
  Score: Raw -1573238.975366 + Penalty 3097.283260 = -1570141.692106
  nChanged 738
		SP:Iteration 2F (13304.390000 sec): 3 clusters
  Score: Raw -1573508.465071 + Penalty 3097.283260 = -1570411.181811
  nChanged 611
		SP:Iteration 3Q (13304.430000 sec): 3 clusters
  Score: Raw -1573710.782915 + Penalty 3097.283260 = -1570613.499655
  nChanged 551
		SP:Iteration 4Q (13304.470000 sec): 3 clusters
  Score: Raw -1573901.206856 + Penalty 3097.283260 = -1570803.923596
  nChanged 547
		SP:Iteration 5Q (13304.500000 sec): 3 clusters
  Score: Raw -1574093.122859 + Penalty 3097.283260 = -1570995.839600
  nChanged 526
		SP:Iteration 6Q (13304.540000 sec): 3 clusters
  Score: Raw -1574287.406370 + Penalty 3097.283260 = -1571190.123111
  nChanged 560
		SP:Iteration 7Q (13304.580000 sec): 3 clusters
  Score: Raw -1574522.183132 + Penalty 3097.283260 = -1571424.899872
  nChanged 633
		SP:Iteration 8Q (13304.620000 sec): 3 clusters
  Score: Raw -1574829.656076 + Penalty 3097.283260 = -1571732.372817
  nChanged 712
		SP:Iteration 9F (13304.650000 sec): 3 clusters
  Score: Raw -1575207.635003 + Penalty 3097.283260 = -1572110.351743
  nChanged 724
		SP:Iteration 10F (13304.690000 sec): 3 clusters
  Score: Raw -1575639.080697 + Penalty 3097.283260 = -1572541.797437
  nChanged 734
		SP:Iteration 11F (13304.720000 sec): 3 clusters
  Score: Raw -1576070.068029 + Penalty 3097.283260 = -1572972.784770
  nChanged 654
		SP:Iteration 12Q (13304.760000 sec): 3 clusters
  Score: Raw -1576465.695327 + Penalty 3097.283260 = -1573368.412067
  nChanged 543
		SP:Iteration 13Q (13304.800000 sec): 3 clusters
  Score: Raw -1576785.987826 + Penalty 3097.283260 = -1573688.704567
  nChanged 449
		SP:Iteration 14Q (13304.830000 sec): 3 clusters
  Score: Raw -1577039.113641 + Penalty 3097.283260 = -1573941.830381
  nChanged 372
		SP:Iteration 15Q (13304.870000 sec): 3 clusters
  Score: Raw -1577256.987214 + Penalty 3097.283260 = -1574159.703954
  nChanged 320
		SP:Iteration 16Q (13304.910000 sec): 3 clusters
  Score: Raw -1577438.736434 + Penalty 3097.283260 = -1574341.453175
  nChanged 266
		SP:Iteration 17Q (13304.940000 sec): 3 clusters
  Score: Raw -1577599.592089 + Penalty 3097.283260 = -1574502.308829
  nChanged 230
		SP:Iteration 18Q (13304.980000 sec): 3 clusters
  Score: Raw -1577736.760646 + Penalty 3097.283260 = -1574639.477386
  nChanged 160
		SP:Iteration 19Q (13305.020000 sec): 3 clusters
  Score: Raw -1577827.488408 + Penalty 3097.283260 = -1574730.205148
  nChanged 143
		SP:Iteration 20F (13305.050000 sec): 3 clusters
  Score: Raw -1577916.577332 + Penalty 3097.283260 = -1574819.294072
  nChanged 105
		SP:Iteration 21Q (13305.090000 sec): 3 clusters
  Score: Raw -1577977.158998 + Penalty 3097.283260 = -1574879.875738
  nChanged 77
		SP:Iteration 22Q (13305.120000 sec): 3 clusters
  Score: Raw -1578020.099041 + Penalty 3097.283260 = -1574922.815781
  nChanged 62
		SP:Iteration 23Q (13305.160000 sec): 3 clusters
  Score: Raw -1578060.493899 + Penalty 3097.283260 = -1574963.210639
  nChanged 57
		SP:Iteration 24Q (13305.190000 sec): 3 clusters
  Score: Raw -1578097.944691 + Penalty 3097.283260 = -1575000.661431
  nChanged 50
		SP:Iteration 25Q (13305.220000 sec): 3 clusters
  Score: Raw -1578130.442959 + Penalty 3097.283260 = -1575033.159699
  nChanged 38
		SP:Iteration 26Q (13305.260000 sec): 3 clusters
  Score: Raw -1578157.078755 + Penalty 3097.283260 = -1575059.795495
  nChanged 32
		SP:Iteration 27Q (13305.290000 sec): 3 clusters
  Score: Raw -1578181.903230 + Penalty 3097.283260 = -1575084.619970
  nChanged 31
		SP:Iteration 28Q (13305.320000 sec): 3 clusters
  Score: Raw -1578202.184268 + Penalty 3097.283260 = -1575104.901008
  nChanged 7
		SP:Iteration 29Q (13305.350000 sec): 3 clusters
  Score: Raw -1578208.825135 + Penalty 3097.283260 = -1575111.541875
  nChanged 11
		SP:Iteration 30Q (13305.380000 sec): 3 clusters
  Score: Raw -1578215.754913 + Penalty 3097.283260 = -1575118.471653
  nChanged 9
		SP:Iteration 31Q (13305.410000 sec): 3 clusters
  Score: Raw -1578223.698242 + Penalty 3097.283260 = -1575126.414982
  nChanged 6
		SP:Iteration 32Q (13305.440000 sec): 3 clusters
  Score: Raw -1578228.060095 + Penalty 3097.283260 = -1575130.776835
  nChanged 6
		SP:Iteration 33Q (13305.470000 sec): 3 clusters
  Score: Raw -1578231.979517 + Penalty 3097.283260 = -1575134.696257
  nChanged 7
		SP:Iteration 34Q (13305.500000 sec): 3 clusters
  Score: Raw -1578236.876265 + Penalty 3097.283260 = -1575139.593005
  nChanged 8
		SP:Iteration 35Q (13305.530000 sec): 3 clusters
  Score: Raw -1578242.026660 + Penalty 3097.283260 = -1575144.743400
  nChanged 7
		SP:Iteration 36Q (13305.560000 sec): 3 clusters
  Score: Raw -1578245.427610 + Penalty 3097.283260 = -1575148.144350
  nChanged 2
		SP:Iteration 37Q (13305.590000 sec): 3 clusters
  Score: Raw -1578246.671716 + Penalty 3097.283260 = -1575149.388456
  nChanged 1
		SP:Iteration 38Q (13305.620000 sec): 3 clusters
  Score: Raw -1578246.985433 + Penalty 3097.283260 = -1575149.702174
  nChanged 1
		SP:Iteration 39Q (13305.650000 sec): 3 clusters
  Score: Raw -1578247.742956 + Penalty 3097.283260 = -1575150.459696
  nChanged 0
		SP:Iteration 40F (13305.680000 sec): 3 clusters
  Score: Raw -1578247.742956 + Penalty 3097.283260 = -1575150.459696
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13305.700000 sec): 2 clusters
  Score: Raw -120947.342574 + Penalty 1130.593323 = -119816.749251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13305.700000 sec): 3 clusters
  Score: Raw -120599.485457 + Penalty 2261.186646 = -118338.298812
  nChanged 309
		SP:Iteration 1F (13305.700000 sec): 3 clusters
  Score: Raw -120856.357211 + Penalty 2261.186646 = -118595.170566
  nChanged 78
		SP:Iteration 2F (13305.700000 sec): 3 clusters
  Score: Raw -120925.543555 + Penalty 2261.186646 = -118664.356910
  nChanged 38
		SP:Iteration 3Q (13305.710000 sec): 3 clusters
  Score: Raw -120966.471199 + Penalty 2261.186646 = -118705.284553
  nChanged 33
		SP:Iteration 4Q (13305.710000 sec): 3 clusters
  Score: Raw -120995.719250 + Penalty 2261.186646 = -118734.532605
  nChanged 15
		SP:Iteration 5Q (13305.710000 sec): 3 clusters
  Score: Raw -121010.374748 + Penalty 2261.186646 = -118749.188102
  nChanged 10
		SP:Iteration 6Q (13305.720000 sec): 3 clusters
  Score: Raw -121017.176376 + Penalty 2261.186646 = -118755.989731
  nChanged 15
		SP:Iteration 7Q (13305.720000 sec): 3 clusters
  Score: Raw -121028.296941 + Penalty 2261.186646 = -118767.110296
  nChanged 8
		SP:Iteration 8Q (13305.720000 sec): 3 clusters
  Score: Raw -121034.669888 + Penalty 2261.186646 = -118773.483242
  nChanged 11
		SP:Iteration 9Q (13305.720000 sec): 3 clusters
  Score: Raw -121044.301764 + Penalty 2261.186646 = -118783.115118
  nChanged 4
		SP:Iteration 10Q (13305.720000 sec): 3 clusters
  Score: Raw -121047.186307 + Penalty 2261.186646 = -118785.999662
  nChanged 3
		SP:Iteration 11Q (13305.730000 sec): 3 clusters
  Score: Raw -121048.742748 + Penalty 2261.186646 = -118787.556103
  nChanged 1
		SP:Iteration 12Q (13305.730000 sec): 3 clusters
  Score: Raw -121051.151243 + Penalty 2261.186646 = -118789.964598
  nChanged 2
		SP:Iteration 13Q (13305.730000 sec): 3 clusters
  Score: Raw -121053.370739 + Penalty 2261.186646 = -118792.184093
  nChanged 2
		SP:Iteration 14Q (13305.740000 sec): 3 clusters
  Score: Raw -121054.468478 + Penalty 2261.186646 = -118793.281832
  nChanged 2
		SP:Iteration 15Q (13305.740000 sec): 3 clusters
  Score: Raw -121055.908454 + Penalty 2261.186646 = -118794.721808
  nChanged 3
		SP:Iteration 16Q (13305.740000 sec): 3 clusters
  Score: Raw -121057.728825 + Penalty 2261.186646 = -118796.542180
  nChanged 4
		SP:Iteration 17Q (13305.740000 sec): 3 clusters
  Score: Raw -121060.832200 + Penalty 2261.186646 = -118799.645554
  nChanged 2
		SP:Iteration 18Q (13305.740000 sec): 3 clusters
  Score: Raw -121062.015942 + Penalty 2261.186646 = -118800.829297
  nChanged 4
		SP:Iteration 19Q (13305.750000 sec): 3 clusters
  Score: Raw -121064.679063 + Penalty 2261.186646 = -118803.492417
  nChanged 3
		SP:Iteration 20F (13305.750000 sec): 3 clusters
  Score: Raw -121066.176239 + Penalty 2261.186646 = -118804.989594
  nChanged 2
		SP:Iteration 21Q (13305.750000 sec): 3 clusters
  Score: Raw -121067.203190 + Penalty 2261.186646 = -118806.016545
  nChanged 0
		SP:Iteration 22F (13305.760000 sec): 3 clusters
  Score: Raw -121067.203190 + Penalty 2261.186646 = -118806.016545
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13305.820000 sec): 2 clusters
  Score: Raw -2366167.249007 + Penalty 1614.301363 = -2364552.947643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13305.880000 sec): 3 clusters
  Score: Raw -2353745.756348 + Penalty 3228.602727 = -2350517.153621
  nChanged 9372
		SP:Iteration 1F (13305.930000 sec): 3 clusters
  Score: Raw -2358801.078489 + Penalty 3228.602727 = -2355572.475762
  nChanged 1016
		SP:Iteration 2Q (13305.990000 sec): 3 clusters
  Score: Raw -2359172.240724 + Penalty 3228.602727 = -2355943.637997
  nChanged 1005
		SP:Iteration 3Q (13306.050000 sec): 3 clusters
  Score: Raw -2359575.430842 + Penalty 3228.602727 = -2356346.828115
  nChanged 998
		SP:Iteration 4Q (13306.100000 sec): 3 clusters
  Score: Raw -2360031.367288 + Penalty 3228.602727 = -2356802.764561
  nChanged 1037
		SP:Iteration 5F (13306.160000 sec): 3 clusters
  Score: Raw -2360579.864797 + Penalty 3228.602727 = -2357351.262070
  nChanged 1139
		SP:Iteration 6F (13306.210000 sec): 3 clusters
  Score: Raw -2361215.343476 + Penalty 3228.602727 = -2357986.740749
  nChanged 1157
		SP:Iteration 7F (13306.270000 sec): 3 clusters
  Score: Raw -2361910.841498 + Penalty 3228.602727 = -2358682.238771
  nChanged 1116
		SP:Iteration 8F (13306.320000 sec): 3 clusters
  Score: Raw -2362611.479014 + Penalty 3228.602727 = -2359382.876287
  nChanged 1017
		SP:Iteration 9Q (13306.380000 sec): 3 clusters
  Score: Raw -2363297.509393 + Penalty 3228.602727 = -2360068.906666
  nChanged 863
		SP:Iteration 10Q (13306.440000 sec): 3 clusters
  Score: Raw -2363890.046291 + Penalty 3228.602727 = -2360661.443564
  nChanged 668
		SP:Iteration 11Q (13306.490000 sec): 3 clusters
  Score: Raw -2364319.485703 + Penalty 3228.602727 = -2361090.882976
  nChanged 518
		SP:Iteration 12Q (13306.540000 sec): 3 clusters
  Score: Raw -2364575.729713 + Penalty 3228.602727 = -2361347.126986
  nChanged 383
		SP:Iteration 13Q (13306.600000 sec): 3 clusters
  Score: Raw -2364742.655685 + Penalty 3228.602727 = -2361514.052958
  nChanged 301
		SP:Iteration 14Q (13306.650000 sec): 3 clusters
  Score: Raw -2364858.437834 + Penalty 3228.602727 = -2361629.835107
  nChanged 280
		SP:Iteration 15Q (13306.700000 sec): 3 clusters
  Score: Raw -2364965.850754 + Penalty 3228.602727 = -2361737.248027
  nChanged 265
		SP:Iteration 16Q (13306.750000 sec): 3 clusters
  Score: Raw -2365069.495551 + Penalty 3228.602727 = -2361840.892824
  nChanged 241
		SP:Iteration 17Q (13306.800000 sec): 3 clusters
  Score: Raw -2365171.536773 + Penalty 3228.602727 = -2361942.934046
  nChanged 250
		SP:Iteration 18Q (13306.840000 sec): 3 clusters
  Score: Raw -2365289.958006 + Penalty 3228.602727 = -2362061.355279
  nChanged 264
		SP:Iteration 19Q (13306.890000 sec): 3 clusters
  Score: Raw -2365411.566842 + Penalty 3228.602727 = -2362182.964115
  nChanged 240
		SP:Iteration 20F (13306.950000 sec): 3 clusters
  Score: Raw -2365512.591714 + Penalty 3228.602727 = -2362283.988987
  nChanged 193
		SP:Iteration 21Q (13307.000000 sec): 3 clusters
  Score: Raw -2365588.572407 + Penalty 3228.602727 = -2362359.969680
  nChanged 173
		SP:Iteration 22Q (13307.040000 sec): 3 clusters
  Score: Raw -2365653.624775 + Penalty 3228.602727 = -2362425.022048
  nChanged 169
		SP:Iteration 23Q (13307.090000 sec): 3 clusters
  Score: Raw -2365716.926860 + Penalty 3228.602727 = -2362488.324133
  nChanged 167
		SP:Iteration 24Q (13307.130000 sec): 3 clusters
  Score: Raw -2365777.774041 + Penalty 3228.602727 = -2362549.171314
  nChanged 163
		SP:Iteration 25Q (13307.180000 sec): 3 clusters
  Score: Raw -2365834.842539 + Penalty 3228.602727 = -2362606.239812
  nChanged 158
		SP:Iteration 26Q (13307.220000 sec): 3 clusters
  Score: Raw -2365892.756439 + Penalty 3228.602727 = -2362664.153712
  nChanged 150
		SP:Iteration 27Q (13307.270000 sec): 3 clusters
  Score: Raw -2365949.637964 + Penalty 3228.602727 = -2362721.035237
  nChanged 128
		SP:Iteration 28Q (13307.310000 sec): 3 clusters
  Score: Raw -2365993.771075 + Penalty 3228.602727 = -2362765.168349
  nChanged 116
		SP:Iteration 29Q (13307.360000 sec): 3 clusters
  Score: Raw -2366032.627233 + Penalty 3228.602727 = -2362804.024506
  nChanged 96
		SP:Iteration 30Q (13307.400000 sec): 3 clusters
  Score: Raw -2366063.098110 + Penalty 3228.602727 = -2362834.495383
  nChanged 76
		SP:Iteration 31Q (13307.440000 sec): 3 clusters
  Score: Raw -2366084.010067 + Penalty 3228.602727 = -2362855.407340
  nChanged 65
		SP:Iteration 32Q (13307.490000 sec): 3 clusters
  Score: Raw -2366104.482200 + Penalty 3228.602727 = -2362875.879473
  nChanged 60
		SP:Iteration 33Q (13307.530000 sec): 3 clusters
  Score: Raw -2366121.569507 + Penalty 3228.602727 = -2362892.966780
  nChanged 61
		SP:Iteration 34Q (13307.570000 sec): 3 clusters
  Score: Raw -2366141.855017 + Penalty 3228.602727 = -2362913.252290
  nChanged 62
		SP:Iteration 35Q (13307.620000 sec): 3 clusters
  Score: Raw -2366162.604446 + Penalty 3228.602727 = -2362934.001719
  nChanged 54
		SP:Iteration 36Q (13307.660000 sec): 3 clusters
  Score: Raw -2366178.644355 + Penalty 3228.602727 = -2362950.041628
  nChanged 53
		SP:Iteration 37Q (13307.700000 sec): 3 clusters
  Score: Raw -2366195.441855 + Penalty 3228.602727 = -2362966.839128
  nChanged 48
		SP:Iteration 38Q (13307.740000 sec): 3 clusters
  Score: Raw -2366211.721573 + Penalty 3228.602727 = -2362983.118846
  nChanged 49
		SP:Iteration 39Q (13307.790000 sec): 3 clusters
  Score: Raw -2366228.684328 + Penalty 3228.602727 = -2363000.081601
  nChanged 49
		SP:Iteration 40F (13307.840000 sec): 3 clusters
  Score: Raw -2366243.928013 + Penalty 3228.602727 = -2363015.325287
  nChanged 42
		SP:Iteration 41Q (13307.890000 sec): 3 clusters
  Score: Raw -2366255.182490 + Penalty 3228.602727 = -2363026.579763
  nChanged 36
		SP:Iteration 42Q (13307.930000 sec): 3 clusters
  Score: Raw -2366267.344633 + Penalty 3228.602727 = -2363038.741906
  nChanged 34
		SP:Iteration 43Q (13307.970000 sec): 3 clusters
  Score: Raw -2366276.853350 + Penalty 3228.602727 = -2363048.250623
  nChanged 31
		SP:Iteration 44Q (13308.010000 sec): 3 clusters
  Score: Raw -2366288.156273 + Penalty 3228.602727 = -2363059.553546
  nChanged 32
		SP:Iteration 45Q (13308.060000 sec): 3 clusters
  Score: Raw -2366298.496724 + Penalty 3228.602727 = -2363069.893997
  nChanged 30
		SP:Iteration 46Q (13308.100000 sec): 3 clusters
  Score: Raw -2366308.138286 + Penalty 3228.602727 = -2363079.535559
  nChanged 33
		SP:Iteration 47Q (13308.140000 sec): 3 clusters
  Score: Raw -2366317.231407 + Penalty 3228.602727 = -2363088.628680
  nChanged 29
		SP:Iteration 48Q (13308.180000 sec): 3 clusters
  Score: Raw -2366327.823351 + Penalty 3228.602727 = -2363099.220624
  nChanged 33
		SP:Iteration 49Q (13308.220000 sec): 3 clusters
  Score: Raw -2366342.032379 + Penalty 3228.602727 = -2363113.429652
  nChanged 33
		SP:Iteration 50Q (13308.260000 sec): 3 clusters
  Score: Raw -2366353.764135 + Penalty 3228.602727 = -2363125.161408
  nChanged 25
		SP:Iteration 51Q (13308.300000 sec): 3 clusters
  Score: Raw -2366360.911676 + Penalty 3228.602727 = -2363132.308949
  nChanged 24
		SP:Iteration 52Q (13308.350000 sec): 3 clusters
  Score: Raw -2366369.162060 + Penalty 3228.602727 = -2363140.559333
  nChanged 21
		SP:Iteration 53Q (13308.390000 sec): 3 clusters
  Score: Raw -2366375.439206 + Penalty 3228.602727 = -2363146.836479
  nChanged 13
		SP:Iteration 54Q (13308.430000 sec): 3 clusters
  Score: Raw -2366380.401981 + Penalty 3228.602727 = -2363151.799254
  nChanged 24
		SP:Iteration 55Q (13308.470000 sec): 3 clusters
  Score: Raw -2366389.668899 + Penalty 3228.602727 = -2363161.066172
  nChanged 21
		SP:Iteration 56Q (13308.510000 sec): 3 clusters
  Score: Raw -2366397.466376 + Penalty 3228.602727 = -2363168.863649
  nChanged 21
		SP:Iteration 57Q (13308.560000 sec): 3 clusters
  Score: Raw -2366407.359846 + Penalty 3228.602727 = -2363178.757119
  nChanged 20
		SP:Iteration 58Q (13308.600000 sec): 3 clusters
  Score: Raw -2366417.515257 + Penalty 3228.602727 = -2363188.912530
  nChanged 22
		SP:Iteration 59Q (13308.640000 sec): 3 clusters
  Score: Raw -2366427.757878 + Penalty 3228.602727 = -2363199.155151
  nChanged 17
		SP:Iteration 60F (13308.690000 sec): 3 clusters
  Score: Raw -2366435.951535 + Penalty 3228.602727 = -2363207.348808
  nChanged 18
		SP:Iteration 61Q (13308.730000 sec): 3 clusters
  Score: Raw -2366445.196855 + Penalty 3228.602727 = -2363216.594128
  nChanged 15
		SP:Iteration 62Q (13308.780000 sec): 3 clusters
  Score: Raw -2366450.138224 + Penalty 3228.602727 = -2363221.535497
  nChanged 10
		SP:Iteration 63Q (13308.820000 sec): 3 clusters
  Score: Raw -2366453.858741 + Penalty 3228.602727 = -2363225.256014
  nChanged 8
		SP:Iteration 64Q (13308.860000 sec): 3 clusters
  Score: Raw -2366457.178327 + Penalty 3228.602727 = -2363228.575600
  nChanged 8
		SP:Iteration 65Q (13308.900000 sec): 3 clusters
  Score: Raw -2366459.911268 + Penalty 3228.602727 = -2363231.308541
  nChanged 10
		SP:Iteration 66Q (13308.940000 sec): 3 clusters
  Score: Raw -2366464.290870 + Penalty 3228.602727 = -2363235.688143
  nChanged 15
		SP:Iteration 67Q (13308.980000 sec): 3 clusters
  Score: Raw -2366469.279309 + Penalty 3228.602727 = -2363240.676582
  nChanged 10
		SP:Iteration 68Q (13309.020000 sec): 3 clusters
  Score: Raw -2366474.683093 + Penalty 3228.602727 = -2363246.080366
  nChanged 11
		SP:Iteration 69Q (13309.060000 sec): 3 clusters
  Score: Raw -2366481.121710 + Penalty 3228.602727 = -2363252.518983
  nChanged 12
		SP:Iteration 70Q (13309.100000 sec): 3 clusters
  Score: Raw -2366488.300677 + Penalty 3228.602727 = -2363259.697950
  nChanged 16
		SP:Iteration 71Q (13309.140000 sec): 3 clusters
  Score: Raw -2366494.848432 + Penalty 3228.602727 = -2363266.245705
  nChanged 9
		SP:Iteration 72Q (13309.180000 sec): 3 clusters
  Score: Raw -2366498.891890 + Penalty 3228.602727 = -2363270.289163
  nChanged 7
		SP:Iteration 73Q (13309.220000 sec): 3 clusters
  Score: Raw -2366502.095436 + Penalty 3228.602727 = -2363273.492710
  nChanged 4
		SP:Iteration 74Q (13309.260000 sec): 3 clusters
  Score: Raw -2366504.178608 + Penalty 3228.602727 = -2363275.575881
  nChanged 4
		SP:Iteration 75Q (13309.300000 sec): 3 clusters
  Score: Raw -2366505.749683 + Penalty 3228.602727 = -2363277.146956
  nChanged 6
		SP:Iteration 76Q (13309.340000 sec): 3 clusters
  Score: Raw -2366507.617381 + Penalty 3228.602727 = -2363279.014654
  nChanged 5
		SP:Iteration 77Q (13309.380000 sec): 3 clusters
  Score: Raw -2366508.993281 + Penalty 3228.602727 = -2363280.390554
  nChanged 4
		SP:Iteration 78Q (13309.420000 sec): 3 clusters
  Score: Raw -2366511.081620 + Penalty 3228.602727 = -2363282.478893
  nChanged 3
		SP:Iteration 79Q (13309.470000 sec): 3 clusters
  Score: Raw -2366512.306271 + Penalty 3228.602727 = -2363283.703544
  nChanged 3
		SP:Iteration 80F (13309.520000 sec): 3 clusters
  Score: Raw -2366513.355166 + Penalty 3228.602727 = -2363284.752439
  nChanged 1
		SP:Iteration 81Q (13309.560000 sec): 3 clusters
  Score: Raw -2366513.911990 + Penalty 3228.602727 = -2363285.309263
  nChanged 0
		SP:Iteration 82F (13309.620000 sec): 3 clusters
  Score: Raw -2366513.911990 + Penalty 3228.602727 = -2363285.309263
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13309.630000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13309.630000 sec): 3 clusters
  Score: Raw -39189.341962 + Penalty 1915.680921 = -37273.661040
  nChanged 65
		SP:Iteration 1F (13309.630000 sec): 3 clusters
  Score: Raw -39328.580485 + Penalty 1915.680921 = -37412.899564
  nChanged 11
		SP:Iteration 2Q (13309.630000 sec): 3 clusters
  Score: Raw -39354.765525 + Penalty 1915.680921 = -37439.084604
  nChanged 2
		SP:Iteration 3Q (13309.640000 sec): 3 clusters
  Score: Raw -39357.752598 + Penalty 1915.680921 = -37442.071676
  nChanged 4
		SP:Iteration 4Q (13309.640000 sec): 3 clusters
  Score: Raw -39364.575275 + Penalty 1915.680921 = -37448.894354
  nChanged 3
		SP:Iteration 5Q (13309.640000 sec): 3 clusters
  Score: Raw -39374.683624 + Penalty 1915.680921 = -37459.002703
  nChanged 5
		SP:Iteration 6Q (13309.640000 sec): 3 clusters
  Score: Raw -39387.725601 + Penalty 1915.680921 = -37472.044680
  nChanged 3
		SP:Iteration 7Q (13309.640000 sec): 3 clusters
  Score: Raw -39395.836202 + Penalty 1915.680921 = -37480.155281
  nChanged 1
		SP:Iteration 8Q (13309.640000 sec): 3 clusters
  Score: Raw -39397.233133 + Penalty 1915.680921 = -37481.552211
  nChanged 2
		SP:Iteration 9Q (13309.640000 sec): 3 clusters
  Score: Raw -39403.340692 + Penalty 1915.680921 = -37487.659771
  nChanged 5
		SP:Iteration 10Q (13309.640000 sec): 3 clusters
  Score: Raw -39419.729330 + Penalty 1915.680921 = -37504.048408
  nChanged 0
		SP:Iteration 11F (13309.640000 sec): 3 clusters
  Score: Raw -39419.729330 + Penalty 1915.680921 = -37504.048408
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13309.660000 sec): 2 clusters
  Score: Raw -650306.950504 + Penalty 1400.180501 = -648906.770003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13309.680000 sec): 3 clusters
  Score: Raw -647440.365156 + Penalty 2800.361003 = -644640.004154
  nChanged 2235
		SP:Iteration 1F (13309.690000 sec): 3 clusters
  Score: Raw -648592.969559 + Penalty 2800.361003 = -645792.608557
  nChanged 365
		SP:Iteration 2F (13309.700000 sec): 3 clusters
  Score: Raw -648781.441722 + Penalty 2800.361003 = -645981.080719
  nChanged 281
		SP:Iteration 3F (13309.720000 sec): 3 clusters
  Score: Raw -648910.272224 + Penalty 2800.361003 = -646109.911222
  nChanged 207
		SP:Iteration 4Q (13309.730000 sec): 3 clusters
  Score: Raw -648999.548000 + Penalty 2800.361003 = -646199.186998
  nChanged 175
		SP:Iteration 5Q (13309.750000 sec): 3 clusters
  Score: Raw -649061.499145 + Penalty 2800.361003 = -646261.138142
  nChanged 132
		SP:Iteration 6Q (13309.760000 sec): 3 clusters
  Score: Raw -649112.679371 + Penalty 2800.361003 = -646312.318369
  nChanged 133
		SP:Iteration 7Q (13309.780000 sec): 3 clusters
  Score: Raw -649171.187515 + Penalty 2800.361003 = -646370.826513
  nChanged 130
		SP:Iteration 8Q (13309.790000 sec): 3 clusters
  Score: Raw -649227.179085 + Penalty 2800.361003 = -646426.818082
  nChanged 156
		SP:Iteration 9Q (13309.800000 sec): 3 clusters
  Score: Raw -649309.713101 + Penalty 2800.361003 = -646509.352098
  nChanged 173
		SP:Iteration 10Q (13309.820000 sec): 3 clusters
  Score: Raw -649397.820229 + Penalty 2800.361003 = -646597.459227
  nChanged 164
		SP:Iteration 11Q (13309.830000 sec): 3 clusters
  Score: Raw -649499.125184 + Penalty 2800.361003 = -646698.764182
  nChanged 166
		SP:Iteration 12Q (13309.850000 sec): 3 clusters
  Score: Raw -649605.077842 + Penalty 2800.361003 = -646804.716839
  nChanged 183
		SP:Iteration 13Q (13309.860000 sec): 3 clusters
  Score: Raw -649738.406514 + Penalty 2800.361003 = -646938.045512
  nChanged 203
		SP:Iteration 14Q (13309.880000 sec): 3 clusters
  Score: Raw -649908.955958 + Penalty 2800.361003 = -647108.594956
  nChanged 182
		SP:Iteration 15Q (13309.890000 sec): 3 clusters
  Score: Raw -650053.378150 + Penalty 2800.361003 = -647253.017147
  nChanged 170
		SP:Iteration 16Q (13309.900000 sec): 3 clusters
  Score: Raw -650164.653328 + Penalty 2800.361003 = -647364.292325
  nChanged 138
		SP:Iteration 17Q (13309.920000 sec): 3 clusters
  Score: Raw -650236.665944 + Penalty 2800.361003 = -647436.304941
  nChanged 94
		SP:Iteration 18Q (13309.930000 sec): 3 clusters
  Score: Raw -650281.700827 + Penalty 2800.361003 = -647481.339824
  nChanged 73
		SP:Iteration 19Q (13309.940000 sec): 3 clusters
  Score: Raw -650310.538497 + Penalty 2800.361003 = -647510.177494
  nChanged 50
		SP:Iteration 20F (13309.950000 sec): 3 clusters
  Score: Raw -650326.537357 + Penalty 2800.361003 = -647526.176355
  nChanged 35
		SP:Iteration 21Q (13309.960000 sec): 3 clusters
  Score: Raw -650339.980466 + Penalty 2800.361003 = -647539.619463
  nChanged 34
		SP:Iteration 22Q (13309.980000 sec): 3 clusters
  Score: Raw -650352.000721 + Penalty 2800.361003 = -647551.639719
  nChanged 27
		SP:Iteration 23Q (13309.990000 sec): 3 clusters
  Score: Raw -650361.199873 + Penalty 2800.361003 = -647560.838870
  nChanged 27
		SP:Iteration 24Q (13310.000000 sec): 3 clusters
  Score: Raw -650370.176474 + Penalty 2800.361003 = -647569.815471
  nChanged 33
		SP:Iteration 25Q (13310.020000 sec): 3 clusters
  Score: Raw -650380.347144 + Penalty 2800.361003 = -647579.986141
  nChanged 30
		SP:Iteration 26Q (13310.030000 sec): 3 clusters
  Score: Raw -650390.498775 + Penalty 2800.361003 = -647590.137773
  nChanged 20
		SP:Iteration 27Q (13310.040000 sec): 3 clusters
  Score: Raw -650399.002414 + Penalty 2800.361003 = -647598.641412
  nChanged 22
		SP:Iteration 28Q (13310.050000 sec): 3 clusters
  Score: Raw -650406.298980 + Penalty 2800.361003 = -647605.937977
  nChanged 22
		SP:Iteration 29Q (13310.060000 sec): 3 clusters
  Score: Raw -650414.239964 + Penalty 2800.361003 = -647613.878962
  nChanged 16
		SP:Iteration 30Q (13310.080000 sec): 3 clusters
  Score: Raw -650418.465183 + Penalty 2800.361003 = -647618.104180
  nChanged 12
		SP:Iteration 31Q (13310.090000 sec): 3 clusters
  Score: Raw -650421.762326 + Penalty 2800.361003 = -647621.401323
  nChanged 13
		SP:Iteration 32Q (13310.100000 sec): 3 clusters
  Score: Raw -650425.088238 + Penalty 2800.361003 = -647624.727236
  nChanged 14
		SP:Iteration 33Q (13310.110000 sec): 3 clusters
  Score: Raw -650429.878069 + Penalty 2800.361003 = -647629.517066
  nChanged 17
		SP:Iteration 34Q (13310.120000 sec): 3 clusters
  Score: Raw -650436.090801 + Penalty 2800.361003 = -647635.729799
  nChanged 14
		SP:Iteration 35Q (13310.140000 sec): 3 clusters
  Score: Raw -650440.731446 + Penalty 2800.361003 = -647640.370444
  nChanged 11
		SP:Iteration 36Q (13310.150000 sec): 3 clusters
  Score: Raw -650443.696344 + Penalty 2800.361003 = -647643.335341
  nChanged 7
		SP:Iteration 37Q (13310.160000 sec): 3 clusters
  Score: Raw -650445.198435 + Penalty 2800.361003 = -647644.837432
  nChanged 5
		SP:Iteration 38Q (13310.170000 sec): 3 clusters
  Score: Raw -650446.268479 + Penalty 2800.361003 = -647645.907476
  nChanged 9
		SP:Iteration 39Q (13310.180000 sec): 3 clusters
  Score: Raw -650448.615342 + Penalty 2800.361003 = -647648.254339
  nChanged 8
		SP:Iteration 40F (13310.200000 sec): 3 clusters
  Score: Raw -650450.009508 + Penalty 2800.361003 = -647649.648505
  nChanged 4
		SP:Iteration 41Q (13310.210000 sec): 3 clusters
  Score: Raw -650451.032150 + Penalty 2800.361003 = -647650.671148
  nChanged 3
		SP:Iteration 42Q (13310.220000 sec): 3 clusters
  Score: Raw -650452.053024 + Penalty 2800.361003 = -647651.692022
  nChanged 2
		SP:Iteration 43Q (13310.230000 sec): 3 clusters
  Score: Raw -650452.608979 + Penalty 2800.361003 = -647652.247976
  nChanged 4
		SP:Iteration 44Q (13310.240000 sec): 3 clusters
  Score: Raw -650453.936563 + Penalty 2800.361003 = -647653.575560
  nChanged 5
		SP:Iteration 45Q (13310.260000 sec): 3 clusters
  Score: Raw -650455.545391 + Penalty 2800.361003 = -647655.184388
  nChanged 3
		SP:Iteration 46Q (13310.270000 sec): 3 clusters
  Score: Raw -650456.517549 + Penalty 2800.361003 = -647656.156547
  nChanged 6
		SP:Iteration 47Q (13310.280000 sec): 3 clusters
  Score: Raw -650459.070217 + Penalty 2800.361003 = -647658.709214
  nChanged 4
		SP:Iteration 48Q (13310.290000 sec): 3 clusters
  Score: Raw -650460.180980 + Penalty 2800.361003 = -647659.819978
  nChanged 4
		SP:Iteration 49Q (13310.300000 sec): 3 clusters
  Score: Raw -650461.455941 + Penalty 2800.361003 = -647661.094938
  nChanged 4
		SP:Iteration 50Q (13310.310000 sec): 3 clusters
  Score: Raw -650462.388517 + Penalty 2800.361003 = -647662.027514
  nChanged 0
		SP:Iteration 51F (13310.330000 sec): 3 clusters
  Score: Raw -650462.388517 + Penalty 2800.361003 = -647662.027514
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13310.340000 sec): 2 clusters
  Score: Raw -439371.334420 + Penalty 1358.130868 = -438013.203553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13310.360000 sec): 3 clusters
  Score: Raw -437225.298027 + Penalty 2716.261735 = -434509.036291
  nChanged 1662
		SP:Iteration 1F (13310.360000 sec): 3 clusters
  Score: Raw -438370.412139 + Penalty 2716.261735 = -435654.150403
  nChanged 452
		SP:Iteration 2F (13310.380000 sec): 3 clusters
  Score: Raw -438861.586153 + Penalty 2716.261735 = -436145.324417
  nChanged 387
		SP:Iteration 3F (13310.390000 sec): 3 clusters
  Score: Raw -439307.057479 + Penalty 2716.261735 = -436590.795744
  nChanged 303
		SP:Iteration 4F (13310.400000 sec): 3 clusters
  Score: Raw -439597.719816 + Penalty 2716.261735 = -436881.458080
  nChanged 212
		SP:Iteration 5Q (13310.410000 sec): 3 clusters
  Score: Raw -439774.661583 + Penalty 2716.261735 = -437058.399848
  nChanged 164
		SP:Iteration 6Q (13310.420000 sec): 3 clusters
  Score: Raw -439876.318862 + Penalty 2716.261735 = -437160.057127
  nChanged 115
		SP:Iteration 7Q (13310.430000 sec): 3 clusters
  Score: Raw -439956.384835 + Penalty 2716.261735 = -437240.123099
  nChanged 101
		SP:Iteration 8Q (13310.440000 sec): 3 clusters
  Score: Raw -440011.813948 + Penalty 2716.261735 = -437295.552212
  nChanged 65
		SP:Iteration 9Q (13310.450000 sec): 3 clusters
  Score: Raw -440049.174326 + Penalty 2716.261735 = -437332.912590
  nChanged 50
		SP:Iteration 10Q (13310.460000 sec): 3 clusters
  Score: Raw -440071.885201 + Penalty 2716.261735 = -437355.623466
  nChanged 29
		SP:Iteration 11Q (13310.470000 sec): 3 clusters
  Score: Raw -440079.521010 + Penalty 2716.261735 = -437363.259274
  nChanged 20
		SP:Iteration 12Q (13310.480000 sec): 3 clusters
  Score: Raw -440084.718132 + Penalty 2716.261735 = -437368.456397
  nChanged 11
		SP:Iteration 13Q (13310.490000 sec): 3 clusters
  Score: Raw -440087.137715 + Penalty 2716.261735 = -437370.875979
  nChanged 10
		SP:Iteration 14Q (13310.500000 sec): 3 clusters
  Score: Raw -440088.609423 + Penalty 2716.261735 = -437372.347688
  nChanged 7
		SP:Iteration 15Q (13310.510000 sec): 3 clusters
  Score: Raw -440089.902824 + Penalty 2716.261735 = -437373.641089
  nChanged 4
		SP:Iteration 16Q (13310.520000 sec): 3 clusters
  Score: Raw -440090.682994 + Penalty 2716.261735 = -437374.421259
  nChanged 2
		SP:Iteration 17Q (13310.530000 sec): 3 clusters
  Score: Raw -440090.884186 + Penalty 2716.261735 = -437374.622451
  nChanged 1
		SP:Iteration 18Q (13310.540000 sec): 3 clusters
  Score: Raw -440091.014692 + Penalty 2716.261735 = -437374.752957
  nChanged 0
		SP:Iteration 19F (13310.550000 sec): 3 clusters
  Score: Raw -440091.014692 + Penalty 2716.261735 = -437374.752957
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13310.560000 sec): 2 clusters
  Score: Raw -192557.180125 + Penalty 1211.391992 = -191345.788133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13310.570000 sec): 3 clusters
  Score: Raw -191873.940142 + Penalty 2422.783984 = -189451.156159
  nChanged 606
		SP:Iteration 1F (13310.570000 sec): 3 clusters
  Score: Raw -192301.156085 + Penalty 2422.783984 = -189878.372102
  nChanged 143
		SP:Iteration 2F (13310.580000 sec): 3 clusters
  Score: Raw -192429.985840 + Penalty 2422.783984 = -190007.201856
  nChanged 99
		SP:Iteration 3F (13310.580000 sec): 3 clusters
  Score: Raw -192548.311551 + Penalty 2422.783984 = -190125.527567
  nChanged 110
		SP:Iteration 4F (13310.580000 sec): 3 clusters
  Score: Raw -192727.715733 + Penalty 2422.783984 = -190304.931750
  nChanged 126
		SP:Iteration 5F (13310.590000 sec): 3 clusters
  Score: Raw -192896.388923 + Penalty 2422.783984 = -190473.604940
  nChanged 97
		SP:Iteration 6F (13310.590000 sec): 3 clusters
  Score: Raw -193010.666699 + Penalty 2422.783984 = -190587.882715
  nChanged 58
		SP:Iteration 7Q (13310.600000 sec): 3 clusters
  Score: Raw -193068.519061 + Penalty 2422.783984 = -190645.735078
  nChanged 50
		SP:Iteration 8Q (13310.600000 sec): 3 clusters
  Score: Raw -193110.279172 + Penalty 2422.783984 = -190687.495188
  nChanged 22
		SP:Iteration 9Q (13310.600000 sec): 3 clusters
  Score: Raw -193128.925036 + Penalty 2422.783984 = -190706.141052
  nChanged 17
		SP:Iteration 10Q (13310.610000 sec): 3 clusters
  Score: Raw -193138.686470 + Penalty 2422.783984 = -190715.902486
  nChanged 9
		SP:Iteration 11Q (13310.620000 sec): 3 clusters
  Score: Raw -193145.073484 + Penalty 2422.783984 = -190722.289500
  nChanged 2
		SP:Iteration 12Q (13310.620000 sec): 3 clusters
  Score: Raw -193146.444024 + Penalty 2422.783984 = -190723.660040
  nChanged 2
		SP:Iteration 13Q (13310.620000 sec): 3 clusters
  Score: Raw -193148.199052 + Penalty 2422.783984 = -190725.415068
  nChanged 2
		SP:Iteration 14Q (13310.630000 sec): 3 clusters
  Score: Raw -193153.353204 + Penalty 2422.783984 = -190730.569220
  nChanged 6
		SP:Iteration 15Q (13310.630000 sec): 3 clusters
  Score: Raw -193159.101624 + Penalty 2422.783984 = -190736.317640
  nChanged 6
		SP:Iteration 16Q (13310.640000 sec): 3 clusters
  Score: Raw -193162.897305 + Penalty 2422.783984 = -190740.113322
  nChanged 4
		SP:Iteration 17Q (13310.640000 sec): 3 clusters
  Score: Raw -193164.625476 + Penalty 2422.783984 = -190741.841492
  nChanged 1
		SP:Iteration 18Q (13310.640000 sec): 3 clusters
  Score: Raw -193165.094421 + Penalty 2422.783984 = -190742.310438
  nChanged 1
		SP:Iteration 19Q (13310.650000 sec): 3 clusters
  Score: Raw -193165.421376 + Penalty 2422.783984 = -190742.637393
  nChanged 0
		SP:Iteration 20F (13310.650000 sec): 3 clusters
  Score: Raw -193165.421376 + Penalty 2422.783984 = -190742.637393
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13310.670000 sec): 2 clusters
  Score: Raw -497229.258134 + Penalty 1366.561297 = -495862.696837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13310.680000 sec): 3 clusters
  Score: Raw -494925.449170 + Penalty 2733.122594 = -492192.326576
  nChanged 1788
		SP:Iteration 1F (13310.690000 sec): 3 clusters
  Score: Raw -495983.337162 + Penalty 2733.122594 = -493250.214568
  nChanged 371
		SP:Iteration 2F (13310.700000 sec): 3 clusters
  Score: Raw -496219.515086 + Penalty 2733.122594 = -493486.392492
  nChanged 281
		SP:Iteration 3F (13310.720000 sec): 3 clusters
  Score: Raw -496378.107842 + Penalty 2733.122594 = -493644.985248
  nChanged 214
		SP:Iteration 4Q (13310.720000 sec): 3 clusters
  Score: Raw -496471.406450 + Penalty 2733.122594 = -493738.283856
  nChanged 137
		SP:Iteration 5Q (13310.740000 sec): 3 clusters
  Score: Raw -496518.751121 + Penalty 2733.122594 = -493785.628527
  nChanged 99
		SP:Iteration 6Q (13310.750000 sec): 3 clusters
  Score: Raw -496562.956917 + Penalty 2733.122594 = -493829.834323
  nChanged 105
		SP:Iteration 7Q (13310.760000 sec): 3 clusters
  Score: Raw -496612.167660 + Penalty 2733.122594 = -493879.045066
  nChanged 113
		SP:Iteration 8Q (13310.770000 sec): 3 clusters
  Score: Raw -496665.151874 + Penalty 2733.122594 = -493932.029280
  nChanged 99
		SP:Iteration 9Q (13310.780000 sec): 3 clusters
  Score: Raw -496713.076901 + Penalty 2733.122594 = -493979.954308
  nChanged 106
		SP:Iteration 10Q (13310.790000 sec): 3 clusters
  Score: Raw -496765.436812 + Penalty 2733.122594 = -494032.314219
  nChanged 105
		SP:Iteration 11Q (13310.800000 sec): 3 clusters
  Score: Raw -496820.578013 + Penalty 2733.122594 = -494087.455419
  nChanged 95
		SP:Iteration 12Q (13310.820000 sec): 3 clusters
  Score: Raw -496870.334226 + Penalty 2733.122594 = -494137.211632
  nChanged 107
		SP:Iteration 13Q (13310.830000 sec): 3 clusters
  Score: Raw -496920.590143 + Penalty 2733.122594 = -494187.467550
  nChanged 101
		SP:Iteration 14Q (13310.840000 sec): 3 clusters
  Score: Raw -496975.811826 + Penalty 2733.122594 = -494242.689233
  nChanged 114
		SP:Iteration 15Q (13310.850000 sec): 3 clusters
  Score: Raw -497040.135884 + Penalty 2733.122594 = -494307.013290
  nChanged 106
		SP:Iteration 16Q (13310.860000 sec): 3 clusters
  Score: Raw -497110.415013 + Penalty 2733.122594 = -494377.292419
  nChanged 114
		SP:Iteration 17Q (13310.870000 sec): 3 clusters
  Score: Raw -497174.723455 + Penalty 2733.122594 = -494441.600862
  nChanged 98
		SP:Iteration 18Q (13310.880000 sec): 3 clusters
  Score: Raw -497222.360305 + Penalty 2733.122594 = -494489.237711
  nChanged 70
		SP:Iteration 19Q (13310.890000 sec): 3 clusters
  Score: Raw -497255.079282 + Penalty 2733.122594 = -494521.956688
  nChanged 72
		SP:Iteration 20F (13310.900000 sec): 3 clusters
  Score: Raw -497290.513337 + Penalty 2733.122594 = -494557.390743
  nChanged 55
		SP:Iteration 21Q (13310.920000 sec): 3 clusters
  Score: Raw -497317.718884 + Penalty 2733.122594 = -494584.596290
  nChanged 59
		SP:Iteration 22Q (13310.930000 sec): 3 clusters
  Score: Raw -497357.107216 + Penalty 2733.122594 = -494623.984623
  nChanged 72
		SP:Iteration 23Q (13310.940000 sec): 3 clusters
  Score: Raw -497399.310224 + Penalty 2733.122594 = -494666.187630
  nChanged 70
		SP:Iteration 24Q (13310.950000 sec): 3 clusters
  Score: Raw -497437.513796 + Penalty 2733.122594 = -494704.391203
  nChanged 73
		SP:Iteration 25Q (13310.960000 sec): 3 clusters
  Score: Raw -497471.480391 + Penalty 2733.122594 = -494738.357797
  nChanged 53
		SP:Iteration 26Q (13310.970000 sec): 3 clusters
  Score: Raw -497496.655954 + Penalty 2733.122594 = -494763.533360
  nChanged 54
		SP:Iteration 27Q (13310.980000 sec): 3 clusters
  Score: Raw -497517.217166 + Penalty 2733.122594 = -494784.094572
  nChanged 41
		SP:Iteration 28Q (13311.000000 sec): 3 clusters
  Score: Raw -497532.491822 + Penalty 2733.122594 = -494799.369228
  nChanged 27
		SP:Iteration 29Q (13311.000000 sec): 3 clusters
  Score: Raw -497538.969106 + Penalty 2733.122594 = -494805.846512
  nChanged 21
		SP:Iteration 30Q (13311.020000 sec): 3 clusters
  Score: Raw -497544.462685 + Penalty 2733.122594 = -494811.340092
  nChanged 19
		SP:Iteration 31Q (13311.030000 sec): 3 clusters
  Score: Raw -497548.847426 + Penalty 2733.122594 = -494815.724833
  nChanged 7
		SP:Iteration 32Q (13311.040000 sec): 3 clusters
  Score: Raw -497550.357846 + Penalty 2733.122594 = -494817.235252
  nChanged 4
		SP:Iteration 33Q (13311.050000 sec): 3 clusters
  Score: Raw -497551.240952 + Penalty 2733.122594 = -494818.118359
  nChanged 5
		SP:Iteration 34Q (13311.060000 sec): 3 clusters
  Score: Raw -497552.104759 + Penalty 2733.122594 = -494818.982166
  nChanged 5
		SP:Iteration 35Q (13311.070000 sec): 3 clusters
  Score: Raw -497553.001952 + Penalty 2733.122594 = -494819.879358
  nChanged 7
		SP:Iteration 36Q (13311.080000 sec): 3 clusters
  Score: Raw -497554.442655 + Penalty 2733.122594 = -494821.320062
  nChanged 5
		SP:Iteration 37Q (13311.100000 sec): 3 clusters
  Score: Raw -497555.376745 + Penalty 2733.122594 = -494822.254152
  nChanged 2
		SP:Iteration 38Q (13311.100000 sec): 3 clusters
  Score: Raw -497555.720779 + Penalty 2733.122594 = -494822.598185
  nChanged 0
		SP:Iteration 39F (13311.120000 sec): 3 clusters
  Score: Raw -497555.720779 + Penalty 2733.122594 = -494822.598185
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13311.180000 sec): 2 clusters
  Score: Raw -2145018.683716 + Penalty 1591.707411 = -2143426.976306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13311.220000 sec): 3 clusters
  Score: Raw -2134257.560543 + Penalty 3183.414822 = -2131074.145721
  nChanged 8131
		SP:Iteration 1F (13311.270000 sec): 3 clusters
  Score: Raw -2138690.668633 + Penalty 3183.414822 = -2135507.253812
  nChanged 854
		SP:Iteration 2Q (13311.320000 sec): 3 clusters
  Score: Raw -2138974.963564 + Penalty 3183.414822 = -2135791.548742
  nChanged 752
		SP:Iteration 3Q (13311.370000 sec): 3 clusters
  Score: Raw -2139198.609813 + Penalty 3183.414822 = -2136015.194991
  nChanged 662
		SP:Iteration 4Q (13311.420000 sec): 3 clusters
  Score: Raw -2139393.601415 + Penalty 3183.414822 = -2136210.186594
  nChanged 616
		SP:Iteration 5Q (13311.470000 sec): 3 clusters
  Score: Raw -2139570.521136 + Penalty 3183.414822 = -2136387.106315
  nChanged 571
		SP:Iteration 6Q (13311.520000 sec): 3 clusters
  Score: Raw -2139735.917475 + Penalty 3183.414822 = -2136552.502654
  nChanged 527
		SP:Iteration 7Q (13311.570000 sec): 3 clusters
  Score: Raw -2139898.860738 + Penalty 3183.414822 = -2136715.445916
  nChanged 554
		SP:Iteration 8Q (13311.620000 sec): 3 clusters
  Score: Raw -2140109.842997 + Penalty 3183.414822 = -2136926.428176
  nChanged 660
		SP:Iteration 9Q (13311.660000 sec): 3 clusters
  Score: Raw -2140417.975203 + Penalty 3183.414822 = -2137234.560381
  nChanged 761
		SP:Iteration 10Q (13311.720000 sec): 3 clusters
  Score: Raw -2140829.214258 + Penalty 3183.414822 = -2137645.799436
  nChanged 768
		SP:Iteration 11Q (13311.760000 sec): 3 clusters
  Score: Raw -2141310.923396 + Penalty 3183.414822 = -2138127.508575
  nChanged 842
		SP:Iteration 12Q (13311.810000 sec): 3 clusters
  Score: Raw -2141921.925152 + Penalty 3183.414822 = -2138738.510330
  nChanged 783
		SP:Iteration 13Q (13311.860000 sec): 3 clusters
  Score: Raw -2142502.685774 + Penalty 3183.414822 = -2139319.270953
  nChanged 686
		SP:Iteration 14Q (13311.910000 sec): 3 clusters
  Score: Raw -2143032.570306 + Penalty 3183.414822 = -2139849.155484
  nChanged 588
		SP:Iteration 15Q (13311.950000 sec): 3 clusters
  Score: Raw -2143470.361535 + Penalty 3183.414822 = -2140286.946713
  nChanged 468
		SP:Iteration 16Q (13312.000000 sec): 3 clusters
  Score: Raw -2143784.477809 + Penalty 3183.414822 = -2140601.062987
  nChanged 396
		SP:Iteration 17Q (13312.040000 sec): 3 clusters
  Score: Raw -2144051.086130 + Penalty 3183.414822 = -2140867.671308
  nChanged 353
		SP:Iteration 18Q (13312.080000 sec): 3 clusters
  Score: Raw -2144291.844079 + Penalty 3183.414822 = -2141108.429257
  nChanged 307
		SP:Iteration 19Q (13312.120000 sec): 3 clusters
  Score: Raw -2144505.192595 + Penalty 3183.414822 = -2141321.777773
  nChanged 241
		SP:Iteration 20F (13312.170000 sec): 3 clusters
  Score: Raw -2144664.251866 + Penalty 3183.414822 = -2141480.837044
  nChanged 183
		SP:Iteration 21Q (13312.210000 sec): 3 clusters
  Score: Raw -2144796.880925 + Penalty 3183.414822 = -2141613.466103
  nChanged 149
		SP:Iteration 22Q (13312.250000 sec): 3 clusters
  Score: Raw -2144912.155266 + Penalty 3183.414822 = -2141728.740444
  nChanged 106
		SP:Iteration 23Q (13312.280000 sec): 3 clusters
  Score: Raw -2145002.481421 + Penalty 3183.414822 = -2141819.066600
  nChanged 73
		SP:Iteration 24Q (13312.320000 sec): 3 clusters
  Score: Raw -2145074.257808 + Penalty 3183.414822 = -2141890.842986
  nChanged 46
		SP:Iteration 25Q (13312.360000 sec): 3 clusters
  Score: Raw -2145115.994357 + Penalty 3183.414822 = -2141932.579536
  nChanged 25
		SP:Iteration 26Q (13312.390000 sec): 3 clusters
  Score: Raw -2145135.861171 + Penalty 3183.414822 = -2141952.446349
  nChanged 15
		SP:Iteration 27Q (13312.430000 sec): 3 clusters
  Score: Raw -2145150.067927 + Penalty 3183.414822 = -2141966.653105
  nChanged 15
		SP:Iteration 28Q (13312.460000 sec): 3 clusters
  Score: Raw -2145162.689525 + Penalty 3183.414822 = -2141979.274703
  nChanged 11
		SP:Iteration 29Q (13312.500000 sec): 3 clusters
  Score: Raw -2145173.393279 + Penalty 3183.414822 = -2141989.978458
  nChanged 8
		SP:Iteration 30Q (13312.530000 sec): 3 clusters
  Score: Raw -2145178.725333 + Penalty 3183.414822 = -2141995.310512
  nChanged 7
		SP:Iteration 31Q (13312.570000 sec): 3 clusters
  Score: Raw -2145185.022447 + Penalty 3183.414822 = -2142001.607625
  nChanged 5
		SP:Iteration 32Q (13312.600000 sec): 3 clusters
  Score: Raw -2145192.551027 + Penalty 3183.414822 = -2142009.136205
  nChanged 7
		SP:Iteration 33Q (13312.640000 sec): 3 clusters
  Score: Raw -2145197.315533 + Penalty 3183.414822 = -2142013.900712
  nChanged 6
		SP:Iteration 34Q (13312.670000 sec): 3 clusters
  Score: Raw -2145203.765359 + Penalty 3183.414822 = -2142020.350538
  nChanged 4
		SP:Iteration 35Q (13312.700000 sec): 3 clusters
  Score: Raw -2145207.652500 + Penalty 3183.414822 = -2142024.237678
  nChanged 5
		SP:Iteration 36Q (13312.740000 sec): 3 clusters
  Score: Raw -2145213.495907 + Penalty 3183.414822 = -2142030.081086
  nChanged 2
		SP:Iteration 37Q (13312.770000 sec): 3 clusters
  Score: Raw -2145216.151959 + Penalty 3183.414822 = -2142032.737138
  nChanged 4
		SP:Iteration 38Q (13312.800000 sec): 3 clusters
  Score: Raw -2145222.000323 + Penalty 3183.414822 = -2142038.585501
  nChanged 3
		SP:Iteration 39Q (13312.840000 sec): 3 clusters
  Score: Raw -2145224.448487 + Penalty 3183.414822 = -2142041.033665
  nChanged 2
		SP:Iteration 40F (13312.880000 sec): 3 clusters
  Score: Raw -2145226.325309 + Penalty 3183.414822 = -2142042.910487
  nChanged 1
		SP:Iteration 41Q (13312.920000 sec): 3 clusters
  Score: Raw -2145227.307118 + Penalty 3183.414822 = -2142043.892297
  nChanged 1
		SP:Iteration 42Q (13312.950000 sec): 3 clusters
  Score: Raw -2145228.769887 + Penalty 3183.414822 = -2142045.355065
  nChanged 0
		SP:Iteration 43F (13313.000000 sec): 3 clusters
  Score: Raw -2145228.769887 + Penalty 3183.414822 = -2142045.355065
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13313.060000 sec): 2 clusters
  Score: Raw -2382856.161535 + Penalty 1609.633294 = -2381246.528241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13313.120000 sec): 3 clusters
  Score: Raw -2370746.330539 + Penalty 3219.266587 = -2367527.063952
  nChanged 9062
		SP:Iteration 1F (13313.170000 sec): 3 clusters
  Score: Raw -2375785.403498 + Penalty 3219.266587 = -2372566.136911
  nChanged 1008
		SP:Iteration 2F (13313.220000 sec): 3 clusters
  Score: Raw -2376136.925029 + Penalty 3219.266587 = -2372917.658442
  nChanged 936
		SP:Iteration 3Q (13313.280000 sec): 3 clusters
  Score: Raw -2376504.686303 + Penalty 3219.266587 = -2373285.419716
  nChanged 956
		SP:Iteration 4Q (13313.340000 sec): 3 clusters
  Score: Raw -2376940.377486 + Penalty 3219.266587 = -2373721.110898
  nChanged 991
		SP:Iteration 5Q (13313.390000 sec): 3 clusters
  Score: Raw -2377471.306539 + Penalty 3219.266587 = -2374252.039951
  nChanged 1046
		SP:Iteration 6F (13313.450000 sec): 3 clusters
  Score: Raw -2378091.057122 + Penalty 3219.266587 = -2374871.790535
  nChanged 1113
		SP:Iteration 7F (13313.500000 sec): 3 clusters
  Score: Raw -2378817.818735 + Penalty 3219.266587 = -2375598.552147
  nChanged 1135
		SP:Iteration 8F (13313.560000 sec): 3 clusters
  Score: Raw -2379643.488287 + Penalty 3219.266587 = -2376424.221700
  nChanged 1093
		SP:Iteration 9F (13313.610000 sec): 3 clusters
  Score: Raw -2380477.941649 + Penalty 3219.266587 = -2377258.675061
  nChanged 949
		SP:Iteration 10Q (13313.660000 sec): 3 clusters
  Score: Raw -2381235.804181 + Penalty 3219.266587 = -2378016.537594
  nChanged 746
		SP:Iteration 11Q (13313.710000 sec): 3 clusters
  Score: Raw -2381848.247434 + Penalty 3219.266587 = -2378628.980846
  nChanged 519
		SP:Iteration 12Q (13313.760000 sec): 3 clusters
  Score: Raw -2382248.907299 + Penalty 3219.266587 = -2379029.640711
  nChanged 340
		SP:Iteration 13Q (13313.810000 sec): 3 clusters
  Score: Raw -2382498.633806 + Penalty 3219.266587 = -2379279.367218
  nChanged 217
		SP:Iteration 14Q (13313.860000 sec): 3 clusters
  Score: Raw -2382655.597323 + Penalty 3219.266587 = -2379436.330735
  nChanged 148
		SP:Iteration 15Q (13313.900000 sec): 3 clusters
  Score: Raw -2382754.645159 + Penalty 3219.266587 = -2379535.378572
  nChanged 113
		SP:Iteration 16Q (13313.940000 sec): 3 clusters
  Score: Raw -2382840.521064 + Penalty 3219.266587 = -2379621.254476
  nChanged 82
		SP:Iteration 17Q (13313.980000 sec): 3 clusters
  Score: Raw -2382908.014461 + Penalty 3219.266587 = -2379688.747874
  nChanged 61
		SP:Iteration 18Q (13314.020000 sec): 3 clusters
  Score: Raw -2382960.630905 + Penalty 3219.266587 = -2379741.364318
  nChanged 49
		SP:Iteration 19Q (13314.060000 sec): 3 clusters
  Score: Raw -2382993.868737 + Penalty 3219.266587 = -2379774.602149
  nChanged 24
		SP:Iteration 20F (13314.110000 sec): 3 clusters
  Score: Raw -2383012.449212 + Penalty 3219.266587 = -2379793.182624
  nChanged 15
		SP:Iteration 21Q (13314.150000 sec): 3 clusters
  Score: Raw -2383026.237237 + Penalty 3219.266587 = -2379806.970650
  nChanged 12
		SP:Iteration 22Q (13314.190000 sec): 3 clusters
  Score: Raw -2383031.757140 + Penalty 3219.266587 = -2379812.490553
  nChanged 4
		SP:Iteration 23Q (13314.230000 sec): 3 clusters
  Score: Raw -2383034.207922 + Penalty 3219.266587 = -2379814.941335
  nChanged 3
		SP:Iteration 24Q (13314.270000 sec): 3 clusters
  Score: Raw -2383036.113966 + Penalty 3219.266587 = -2379816.847379
  nChanged 4
		SP:Iteration 25Q (13314.310000 sec): 3 clusters
  Score: Raw -2383038.766434 + Penalty 3219.266587 = -2379819.499847
  nChanged 4
		SP:Iteration 26Q (13314.350000 sec): 3 clusters
  Score: Raw -2383040.782377 + Penalty 3219.266587 = -2379821.515789
  nChanged 5
		SP:Iteration 27Q (13314.380000 sec): 3 clusters
  Score: Raw -2383043.619917 + Penalty 3219.266587 = -2379824.353330
  nChanged 4
		SP:Iteration 28Q (13314.420000 sec): 3 clusters
  Score: Raw -2383047.306505 + Penalty 3219.266587 = -2379828.039918
  nChanged 7
		SP:Iteration 29Q (13314.460000 sec): 3 clusters
  Score: Raw -2383051.196052 + Penalty 3219.266587 = -2379831.929464
  nChanged 3
		SP:Iteration 30Q (13314.500000 sec): 3 clusters
  Score: Raw -2383052.761719 + Penalty 3219.266587 = -2379833.495132
  nChanged 3
		SP:Iteration 31Q (13314.540000 sec): 3 clusters
  Score: Raw -2383054.462247 + Penalty 3219.266587 = -2379835.195659
  nChanged 2
		SP:Iteration 32Q (13314.580000 sec): 3 clusters
  Score: Raw -2383056.559630 + Penalty 3219.266587 = -2379837.293043
  nChanged 1
		SP:Iteration 33Q (13314.620000 sec): 3 clusters
  Score: Raw -2383057.885457 + Penalty 3219.266587 = -2379838.618869
  nChanged 2
		SP:Iteration 34Q (13314.650000 sec): 3 clusters
  Score: Raw -2383059.229587 + Penalty 3219.266587 = -2379839.962999
  nChanged 1
		SP:Iteration 35Q (13314.690000 sec): 3 clusters
  Score: Raw -2383059.747366 + Penalty 3219.266587 = -2379840.480779
  nChanged 2
		SP:Iteration 36Q (13314.730000 sec): 3 clusters
  Score: Raw -2383061.313045 + Penalty 3219.266587 = -2379842.046458
  nChanged 4
		SP:Iteration 37Q (13314.770000 sec): 3 clusters
  Score: Raw -2383064.125404 + Penalty 3219.266587 = -2379844.858817
  nChanged 5
		SP:Iteration 38Q (13314.800000 sec): 3 clusters
  Score: Raw -2383068.592522 + Penalty 3219.266587 = -2379849.325935
  nChanged 3
		SP:Iteration 39Q (13314.840000 sec): 3 clusters
  Score: Raw -2383071.708309 + Penalty 3219.266587 = -2379852.441722
  nChanged 3
		SP:Iteration 40F (13314.900000 sec): 3 clusters
  Score: Raw -2383074.005632 + Penalty 3219.266587 = -2379854.739044
  nChanged 4
		SP:Iteration 41Q (13314.940000 sec): 3 clusters
  Score: Raw -2383075.909965 + Penalty 3219.266587 = -2379856.643377
  nChanged 2
		SP:Iteration 42Q (13314.980000 sec): 3 clusters
  Score: Raw -2383077.659819 + Penalty 3219.266587 = -2379858.393231
  nChanged 1
		SP:Iteration 43Q (13315.010000 sec): 3 clusters
  Score: Raw -2383078.227843 + Penalty 3219.266587 = -2379858.961255
  nChanged 3
		SP:Iteration 44Q (13315.050000 sec): 3 clusters
  Score: Raw -2383080.593340 + Penalty 3219.266587 = -2379861.326753
  nChanged 6
		SP:Iteration 45Q (13315.090000 sec): 3 clusters
  Score: Raw -2383084.548348 + Penalty 3219.266587 = -2379865.281761
  nChanged 1
		SP:Iteration 46Q (13315.130000 sec): 3 clusters
  Score: Raw -2383085.160089 + Penalty 3219.266587 = -2379865.893502
  nChanged 0
		SP:Iteration 47F (13315.180000 sec): 3 clusters
  Score: Raw -2383085.160089 + Penalty 3219.266587 = -2379865.893502
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13315.400000 sec): 2 clusters
  Score: Raw -8028784.751519 + Penalty 1809.539060 = -8026975.212459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13315.590000 sec): 3 clusters
  Score: Raw -7984583.989708 + Penalty 3619.078120 = -7980964.911588
  nChanged 32577
		SP:Iteration 1F (13315.780000 sec): 3 clusters
  Score: Raw -8004107.469377 + Penalty 3619.078120 = -8000488.391258
  nChanged 3666
		SP:Iteration 2F (13315.960000 sec): 3 clusters
  Score: Raw -8005934.421054 + Penalty 3619.078120 = -8002315.342934
  nChanged 4597
		SP:Iteration 3F (13316.140000 sec): 3 clusters
  Score: Raw -8008838.023823 + Penalty 3619.078120 = -8005218.945703
  nChanged 5157
		SP:Iteration 4F (13316.330000 sec): 3 clusters
  Score: Raw -8012641.018332 + Penalty 3619.078120 = -8009021.940212
  nChanged 5293
		SP:Iteration 5F (13316.520000 sec): 3 clusters
  Score: Raw -8016754.740620 + Penalty 3619.078120 = -8013135.662501
  nChanged 4453
		SP:Iteration 6F (13316.700000 sec): 3 clusters
  Score: Raw -8020151.009762 + Penalty 3619.078120 = -8016531.931642
  nChanged 3471
		SP:Iteration 7F (13316.880000 sec): 3 clusters
  Score: Raw -8022817.118099 + Penalty 3619.078120 = -8019198.039979
  nChanged 2598
		SP:Iteration 8Q (13317.060000 sec): 3 clusters
  Score: Raw -8024809.619255 + Penalty 3619.078120 = -8021190.541135
  nChanged 1910
		SP:Iteration 9Q (13317.230000 sec): 3 clusters
  Score: Raw -8026214.680068 + Penalty 3619.078120 = -8022595.601948
  nChanged 1371
		SP:Iteration 10Q (13317.400000 sec): 3 clusters
  Score: Raw -8027192.301475 + Penalty 3619.078120 = -8023573.223355
  nChanged 952
		SP:Iteration 11Q (13317.560000 sec): 3 clusters
  Score: Raw -8027837.633178 + Penalty 3619.078120 = -8024218.555059
  nChanged 676
		SP:Iteration 12Q (13317.700000 sec): 3 clusters
  Score: Raw -8028239.528018 + Penalty 3619.078120 = -8024620.449899
  nChanged 439
		SP:Iteration 13Q (13317.850000 sec): 3 clusters
  Score: Raw -8028478.171838 + Penalty 3619.078120 = -8024859.093718
  nChanged 319
		SP:Iteration 14Q (13317.990000 sec): 3 clusters
  Score: Raw -8028643.255605 + Penalty 3619.078120 = -8025024.177486
  nChanged 243
		SP:Iteration 15Q (13318.120000 sec): 3 clusters
  Score: Raw -8028765.176080 + Penalty 3619.078120 = -8025146.097960
  nChanged 175
		SP:Iteration 16Q (13318.260000 sec): 3 clusters
  Score: Raw -8028858.287971 + Penalty 3619.078120 = -8025239.209851
  nChanged 134
		SP:Iteration 17Q (13318.390000 sec): 3 clusters
  Score: Raw -8028924.813674 + Penalty 3619.078120 = -8025305.735554
  nChanged 119
		SP:Iteration 18Q (13318.530000 sec): 3 clusters
  Score: Raw -8028988.460406 + Penalty 3619.078120 = -8025369.382286
  nChanged 92
		SP:Iteration 19Q (13318.660000 sec): 3 clusters
  Score: Raw -8029029.279430 + Penalty 3619.078120 = -8025410.201311
  nChanged 55
		SP:Iteration 20F (13318.840000 sec): 3 clusters
  Score: Raw -8029054.347210 + Penalty 3619.078120 = -8025435.269090
  nChanged 47
		SP:Iteration 21Q (13318.980000 sec): 3 clusters
  Score: Raw -8029075.429135 + Penalty 3619.078120 = -8025456.351016
  nChanged 39
		SP:Iteration 22Q (13319.110000 sec): 3 clusters
  Score: Raw -8029088.654579 + Penalty 3619.078120 = -8025469.576460
  nChanged 27
		SP:Iteration 23Q (13319.240000 sec): 3 clusters
  Score: Raw -8029099.934668 + Penalty 3619.078120 = -8025480.856548
  nChanged 26
		SP:Iteration 24Q (13319.370000 sec): 3 clusters
  Score: Raw -8029112.478667 + Penalty 3619.078120 = -8025493.400547
  nChanged 30
		SP:Iteration 25Q (13319.500000 sec): 3 clusters
  Score: Raw -8029126.228833 + Penalty 3619.078120 = -8025507.150714
  nChanged 23
		SP:Iteration 26Q (13319.630000 sec): 3 clusters
  Score: Raw -8029137.701515 + Penalty 3619.078120 = -8025518.623395
  nChanged 26
		SP:Iteration 27Q (13319.760000 sec): 3 clusters
  Score: Raw -8029150.637477 + Penalty 3619.078120 = -8025531.559357
  nChanged 21
		SP:Iteration 28Q (13319.890000 sec): 3 clusters
  Score: Raw -8029160.954967 + Penalty 3619.078120 = -8025541.876848
  nChanged 19
		SP:Iteration 29Q (13320.020000 sec): 3 clusters
  Score: Raw -8029171.902967 + Penalty 3619.078120 = -8025552.824848
  nChanged 20
		SP:Iteration 30Q (13320.150000 sec): 3 clusters
  Score: Raw -8029181.684114 + Penalty 3619.078120 = -8025562.605994
  nChanged 16
		SP:Iteration 31Q (13320.280000 sec): 3 clusters
  Score: Raw -8029186.866003 + Penalty 3619.078120 = -8025567.787884
  nChanged 17
		SP:Iteration 32Q (13320.410000 sec): 3 clusters
  Score: Raw -8029195.650600 + Penalty 3619.078120 = -8025576.572481
  nChanged 14
		SP:Iteration 33Q (13320.540000 sec): 3 clusters
  Score: Raw -8029201.401339 + Penalty 3619.078120 = -8025582.323220
  nChanged 8
		SP:Iteration 34Q (13320.670000 sec): 3 clusters
  Score: Raw -8029205.122365 + Penalty 3619.078120 = -8025586.044246
  nChanged 9
		SP:Iteration 35Q (13320.800000 sec): 3 clusters
  Score: Raw -8029209.822371 + Penalty 3619.078120 = -8025590.744251
  nChanged 13
		SP:Iteration 36Q (13320.930000 sec): 3 clusters
  Score: Raw -8029215.323277 + Penalty 3619.078120 = -8025596.245157
  nChanged 10
		SP:Iteration 37Q (13321.060000 sec): 3 clusters
  Score: Raw -8029219.559678 + Penalty 3619.078120 = -8025600.481558
  nChanged 11
		SP:Iteration 38Q (13321.190000 sec): 3 clusters
  Score: Raw -8029224.139036 + Penalty 3619.078120 = -8025605.060916
  nChanged 10
		SP:Iteration 39Q (13321.320000 sec): 3 clusters
  Score: Raw -8029227.575775 + Penalty 3619.078120 = -8025608.497656
  nChanged 4
		SP:Iteration 40F (13321.500000 sec): 3 clusters
  Score: Raw -8029228.398157 + Penalty 3619.078120 = -8025609.320037
  nChanged 2
		SP:Iteration 41Q (13321.630000 sec): 3 clusters
  Score: Raw -8029228.822871 + Penalty 3619.078120 = -8025609.744751
  nChanged 2
		SP:Iteration 42Q (13321.760000 sec): 3 clusters
  Score: Raw -8029229.593812 + Penalty 3619.078120 = -8025610.515692
  nChanged 2
		SP:Iteration 43Q (13321.890000 sec): 3 clusters
  Score: Raw -8029230.121469 + Penalty 3619.078120 = -8025611.043349
  nChanged 3
		SP:Iteration 44Q (13322.030000 sec): 3 clusters
  Score: Raw -8029230.886680 + Penalty 3619.078120 = -8025611.808560
  nChanged 5
		SP:Iteration 45Q (13322.160000 sec): 3 clusters
  Score: Raw -8029232.837038 + Penalty 3619.078120 = -8025613.758918
  nChanged 5
		SP:Iteration 46Q (13322.300000 sec): 3 clusters
  Score: Raw -8029234.684305 + Penalty 3619.078120 = -8025615.606185
  nChanged 3
		SP:Iteration 47Q (13322.420000 sec): 3 clusters
  Score: Raw -8029236.453735 + Penalty 3619.078120 = -8025617.375615
  nChanged 4
		SP:Iteration 48Q (13322.560000 sec): 3 clusters
  Score: Raw -8029238.094543 + Penalty 3619.078120 = -8025619.016424
  nChanged 2
		SP:Iteration 49Q (13322.680000 sec): 3 clusters
  Score: Raw -8029238.870151 + Penalty 3619.078120 = -8025619.792031
  nChanged 3
		SP:Iteration 50Q (13322.820000 sec): 3 clusters
  Score: Raw -8029239.787535 + Penalty 3619.078120 = -8025620.709416
  nChanged 3
		SP:Iteration 51Q (13322.950000 sec): 3 clusters
  Score: Raw -8029241.222838 + Penalty 3619.078120 = -8025622.144718
  nChanged 3
		SP:Iteration 52Q (13323.080000 sec): 3 clusters
  Score: Raw -8029242.540539 + Penalty 3619.078120 = -8025623.462420
  nChanged 1
		SP:Iteration 53Q (13323.210000 sec): 3 clusters
  Score: Raw -8029243.226700 + Penalty 3619.078120 = -8025624.148580
  nChanged 1
		SP:Iteration 54Q (13323.350000 sec): 3 clusters
  Score: Raw -8029243.563871 + Penalty 3619.078120 = -8025624.485751
  nChanged 1
		SP:Iteration 55Q (13323.480000 sec): 3 clusters
  Score: Raw -8029244.107928 + Penalty 3619.078120 = -8025625.029809
  nChanged 1
		SP:Iteration 56Q (13323.610000 sec): 3 clusters
  Score: Raw -8029244.877997 + Penalty 3619.078120 = -8025625.799877
  nChanged 2
		SP:Iteration 57Q (13323.740000 sec): 3 clusters
  Score: Raw -8029245.711522 + Penalty 3619.078120 = -8025626.633402
  nChanged 3
		SP:Iteration 58Q (13323.870000 sec): 3 clusters
  Score: Raw -8029247.304128 + Penalty 3619.078120 = -8025628.226009
  nChanged 4
		SP:Iteration 59Q (13324.000000 sec): 3 clusters
  Score: Raw -8029248.797648 + Penalty 3619.078120 = -8025629.719528
  nChanged 6
		SP:Iteration 60F (13324.180000 sec): 3 clusters
  Score: Raw -8029251.265589 + Penalty 3619.078120 = -8025632.187470
  nChanged 3
		SP:Iteration 61Q (13324.310000 sec): 3 clusters
  Score: Raw -8029252.692709 + Penalty 3619.078120 = -8025633.614589
  nChanged 3
		SP:Iteration 62Q (13324.440000 sec): 3 clusters
  Score: Raw -8029253.446307 + Penalty 3619.078120 = -8025634.368187
  nChanged 1
		SP:Iteration 63Q (13324.570000 sec): 3 clusters
  Score: Raw -8029253.677388 + Penalty 3619.078120 = -8025634.599268
  nChanged 0
		SP:Iteration 64F (13324.750000 sec): 3 clusters
  Score: Raw -8029253.677388 + Penalty 3619.078120 = -8025634.599268
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13324.810000 sec): 2 clusters
  Score: Raw -742238.870278 + Penalty 1425.498818 = -740813.371460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13324.820000 sec): 3 clusters
  Score: Raw -738758.711008 + Penalty 2850.997636 = -735907.713372
  nChanged 2664
		SP:Iteration 1F (13324.840000 sec): 3 clusters
  Score: Raw -740118.798192 + Penalty 2850.997636 = -737267.800556
  nChanged 386
		SP:Iteration 2F (13324.860000 sec): 3 clusters
  Score: Raw -740292.457554 + Penalty 2850.997636 = -737441.459918
  nChanged 303
		SP:Iteration 3Q (13324.870000 sec): 3 clusters
  Score: Raw -740418.411321 + Penalty 2850.997636 = -737567.413685
  nChanged 250
		SP:Iteration 4Q (13324.890000 sec): 3 clusters
  Score: Raw -740534.137229 + Penalty 2850.997636 = -737683.139594
  nChanged 248
		SP:Iteration 5Q (13324.900000 sec): 3 clusters
  Score: Raw -740646.780074 + Penalty 2850.997636 = -737795.782438
  nChanged 242
		SP:Iteration 6Q (13324.920000 sec): 3 clusters
  Score: Raw -740767.311516 + Penalty 2850.997636 = -737916.313880
  nChanged 252
		SP:Iteration 7Q (13324.940000 sec): 3 clusters
  Score: Raw -740918.752155 + Penalty 2850.997636 = -738067.754519
  nChanged 308
		SP:Iteration 8Q (13324.950000 sec): 3 clusters
  Score: Raw -741120.158405 + Penalty 2850.997636 = -738269.160769
  nChanged 293
		SP:Iteration 9Q (13324.970000 sec): 3 clusters
  Score: Raw -741316.429034 + Penalty 2850.997636 = -738465.431398
  nChanged 276
		SP:Iteration 10Q (13324.980000 sec): 3 clusters
  Score: Raw -741512.160532 + Penalty 2850.997636 = -738661.162896
  nChanged 266
		SP:Iteration 11Q (13325.000000 sec): 3 clusters
  Score: Raw -741722.281095 + Penalty 2850.997636 = -738871.283459
  nChanged 234
		SP:Iteration 12Q (13325.020000 sec): 3 clusters
  Score: Raw -741921.981887 + Penalty 2850.997636 = -739070.984251
  nChanged 170
		SP:Iteration 13Q (13325.030000 sec): 3 clusters
  Score: Raw -742077.896640 + Penalty 2850.997636 = -739226.899004
  nChanged 115
		SP:Iteration 14Q (13325.050000 sec): 3 clusters
  Score: Raw -742193.023887 + Penalty 2850.997636 = -739342.026251
  nChanged 85
		SP:Iteration 15Q (13325.060000 sec): 3 clusters
  Score: Raw -742279.450806 + Penalty 2850.997636 = -739428.453171
  nChanged 40
		SP:Iteration 16Q (13325.080000 sec): 3 clusters
  Score: Raw -742322.191169 + Penalty 2850.997636 = -739471.193533
  nChanged 26
		SP:Iteration 17Q (13325.090000 sec): 3 clusters
  Score: Raw -742351.802622 + Penalty 2850.997636 = -739500.804986
  nChanged 16
		SP:Iteration 18Q (13325.100000 sec): 3 clusters
  Score: Raw -742370.732105 + Penalty 2850.997636 = -739519.734469
  nChanged 8
		SP:Iteration 19Q (13325.120000 sec): 3 clusters
  Score: Raw -742379.463203 + Penalty 2850.997636 = -739528.465568
  nChanged 7
		SP:Iteration 20F (13325.130000 sec): 3 clusters
  Score: Raw -742386.763864 + Penalty 2850.997636 = -739535.766228
  nChanged 4
		SP:Iteration 21Q (13325.140000 sec): 3 clusters
  Score: Raw -742391.253341 + Penalty 2850.997636 = -739540.255705
  nChanged 2
		SP:Iteration 22Q (13325.160000 sec): 3 clusters
  Score: Raw -742392.677847 + Penalty 2850.997636 = -739541.680211
  nChanged 0
		SP:Iteration 23F (13325.170000 sec): 3 clusters
  Score: Raw -742392.677847 + Penalty 2850.997636 = -739541.680211
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13325.220000 sec): 2 clusters
  Score: Raw -1729799.440071 + Penalty 1554.313035 = -1728245.127036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13325.260000 sec): 3 clusters
  Score: Raw -1721469.925689 + Penalty 3108.626070 = -1718361.299619
  nChanged 6329
		SP:Iteration 1F (13325.300000 sec): 3 clusters
  Score: Raw -1724863.564195 + Penalty 3108.626070 = -1721754.938125
  nChanged 744
		SP:Iteration 2F (13325.340000 sec): 3 clusters
  Score: Raw -1725137.403185 + Penalty 3108.626070 = -1722028.777115
  nChanged 644
		SP:Iteration 3Q (13325.370000 sec): 3 clusters
  Score: Raw -1725355.717158 + Penalty 3108.626070 = -1722247.091087
  nChanged 532
		SP:Iteration 4Q (13325.410000 sec): 3 clusters
  Score: Raw -1725541.880381 + Penalty 3108.626070 = -1722433.254310
  nChanged 494
		SP:Iteration 5Q (13325.450000 sec): 3 clusters
  Score: Raw -1725737.617970 + Penalty 3108.626070 = -1722628.991899
  nChanged 507
		SP:Iteration 6Q (13325.500000 sec): 3 clusters
  Score: Raw -1725951.997403 + Penalty 3108.626070 = -1722843.371332
  nChanged 532
		SP:Iteration 7Q (13325.540000 sec): 3 clusters
  Score: Raw -1726188.239517 + Penalty 3108.626070 = -1723079.613447
  nChanged 577
		SP:Iteration 8Q (13325.570000 sec): 3 clusters
  Score: Raw -1726496.168234 + Penalty 3108.626070 = -1723387.542163
  nChanged 605
		SP:Iteration 9Q (13325.610000 sec): 3 clusters
  Score: Raw -1726879.975546 + Penalty 3108.626070 = -1723771.349475
  nChanged 667
		SP:Iteration 10Q (13325.650000 sec): 3 clusters
  Score: Raw -1727345.776973 + Penalty 3108.626070 = -1724237.150903
  nChanged 606
		SP:Iteration 11Q (13325.690000 sec): 3 clusters
  Score: Raw -1727816.306183 + Penalty 3108.626070 = -1724707.680112
  nChanged 557
		SP:Iteration 12Q (13325.720000 sec): 3 clusters
  Score: Raw -1728217.598824 + Penalty 3108.626070 = -1725108.972754
  nChanged 468
		SP:Iteration 13Q (13325.760000 sec): 3 clusters
  Score: Raw -1728467.508290 + Penalty 3108.626070 = -1725358.882220
  nChanged 351
		SP:Iteration 14Q (13325.800000 sec): 3 clusters
  Score: Raw -1728652.465538 + Penalty 3108.626070 = -1725543.839467
  nChanged 301
		SP:Iteration 15Q (13325.830000 sec): 3 clusters
  Score: Raw -1728802.696070 + Penalty 3108.626070 = -1725694.070000
  nChanged 258
		SP:Iteration 16Q (13325.860000 sec): 3 clusters
  Score: Raw -1728912.932736 + Penalty 3108.626070 = -1725804.306666
  nChanged 207
		SP:Iteration 17Q (13325.900000 sec): 3 clusters
  Score: Raw -1728993.875434 + Penalty 3108.626070 = -1725885.249363
  nChanged 185
		SP:Iteration 18Q (13325.930000 sec): 3 clusters
  Score: Raw -1729069.010449 + Penalty 3108.626070 = -1725960.384379
  nChanged 189
		SP:Iteration 19Q (13325.960000 sec): 3 clusters
  Score: Raw -1729148.236780 + Penalty 3108.626070 = -1726039.610710
  nChanged 188
		SP:Iteration 20F (13326.000000 sec): 3 clusters
  Score: Raw -1729233.012967 + Penalty 3108.626070 = -1726124.386897
  nChanged 176
		SP:Iteration 21Q (13326.030000 sec): 3 clusters
  Score: Raw -1729310.273078 + Penalty 3108.626070 = -1726201.647008
  nChanged 162
		SP:Iteration 22Q (13326.060000 sec): 3 clusters
  Score: Raw -1729384.426057 + Penalty 3108.626070 = -1726275.799987
  nChanged 152
		SP:Iteration 23Q (13326.100000 sec): 3 clusters
  Score: Raw -1729454.427783 + Penalty 3108.626070 = -1726345.801713
  nChanged 147
		SP:Iteration 24Q (13326.130000 sec): 3 clusters
  Score: Raw -1729529.922065 + Penalty 3108.626070 = -1726421.295995
  nChanged 130
		SP:Iteration 25Q (13326.160000 sec): 3 clusters
  Score: Raw -1729594.239044 + Penalty 3108.626070 = -1726485.612974
  nChanged 116
		SP:Iteration 26Q (13326.190000 sec): 3 clusters
  Score: Raw -1729651.222467 + Penalty 3108.626070 = -1726542.596397
  nChanged 109
		SP:Iteration 27Q (13326.220000 sec): 3 clusters
  Score: Raw -1729708.579800 + Penalty 3108.626070 = -1726599.953730
  nChanged 116
		SP:Iteration 28Q (13326.240000 sec): 3 clusters
  Score: Raw -1729773.582956 + Penalty 3108.626070 = -1726664.956885
  nChanged 104
		SP:Iteration 29Q (13326.280000 sec): 3 clusters
  Score: Raw -1729832.628434 + Penalty 3108.626070 = -1726724.002363
  nChanged 94
		SP:Iteration 30Q (13326.300000 sec): 3 clusters
  Score: Raw -1729888.252465 + Penalty 3108.626070 = -1726779.626395
  nChanged 74
		SP:Iteration 31Q (13326.330000 sec): 3 clusters
  Score: Raw -1729931.048877 + Penalty 3108.626070 = -1726822.422807
  nChanged 62
		SP:Iteration 32Q (13326.360000 sec): 3 clusters
  Score: Raw -1729962.271765 + Penalty 3108.626070 = -1726853.645695
  nChanged 40
		SP:Iteration 33Q (13326.390000 sec): 3 clusters
  Score: Raw -1729983.805232 + Penalty 3108.626070 = -1726875.179162
  nChanged 36
		SP:Iteration 34Q (13326.420000 sec): 3 clusters
  Score: Raw -1729998.941278 + Penalty 3108.626070 = -1726890.315207
  nChanged 32
		SP:Iteration 35Q (13326.440000 sec): 3 clusters
  Score: Raw -1730012.684520 + Penalty 3108.626070 = -1726904.058450
  nChanged 28
		SP:Iteration 36Q (13326.470000 sec): 3 clusters
  Score: Raw -1730028.465595 + Penalty 3108.626070 = -1726919.839525
  nChanged 25
		SP:Iteration 37Q (13326.500000 sec): 3 clusters
  Score: Raw -1730042.723101 + Penalty 3108.626070 = -1726934.097031
  nChanged 22
		SP:Iteration 38Q (13326.520000 sec): 3 clusters
  Score: Raw -1730051.442367 + Penalty 3108.626070 = -1726942.816297
  nChanged 9
		SP:Iteration 39Q (13326.550000 sec): 3 clusters
  Score: Raw -1730055.191157 + Penalty 3108.626070 = -1726946.565087
  nChanged 13
		SP:Iteration 40F (13326.590000 sec): 3 clusters
  Score: Raw -1730060.878937 + Penalty 3108.626070 = -1726952.252867
  nChanged 11
		SP:Iteration 41Q (13326.620000 sec): 3 clusters
  Score: Raw -1730067.205479 + Penalty 3108.626070 = -1726958.579409
  nChanged 9
		SP:Iteration 42Q (13326.640000 sec): 3 clusters
  Score: Raw -1730070.400048 + Penalty 3108.626070 = -1726961.773977
  nChanged 9
		SP:Iteration 43Q (13326.670000 sec): 3 clusters
  Score: Raw -1730076.586686 + Penalty 3108.626070 = -1726967.960616
  nChanged 6
		SP:Iteration 44Q (13326.700000 sec): 3 clusters
  Score: Raw -1730080.315280 + Penalty 3108.626070 = -1726971.689209
  nChanged 5
		SP:Iteration 45Q (13326.720000 sec): 3 clusters
  Score: Raw -1730082.398545 + Penalty 3108.626070 = -1726973.772475
  nChanged 3
		SP:Iteration 46Q (13326.750000 sec): 3 clusters
  Score: Raw -1730083.627072 + Penalty 3108.626070 = -1726975.001001
  nChanged 4
		SP:Iteration 47Q (13326.780000 sec): 3 clusters
  Score: Raw -1730085.211129 + Penalty 3108.626070 = -1726976.585059
  nChanged 2
		SP:Iteration 48Q (13326.800000 sec): 3 clusters
  Score: Raw -1730085.665560 + Penalty 3108.626070 = -1726977.039490
  nChanged 1
		SP:Iteration 49Q (13326.830000 sec): 3 clusters
  Score: Raw -1730085.790898 + Penalty 3108.626070 = -1726977.164828
  nChanged 1
		SP:Iteration 50Q (13326.860000 sec): 3 clusters
  Score: Raw -1730086.392508 + Penalty 3108.626070 = -1726977.766437
  nChanged 3
		SP:Iteration 51Q (13326.890000 sec): 3 clusters
  Score: Raw -1730087.239397 + Penalty 3108.626070 = -1726978.613326
  nChanged 2
		SP:Iteration 52Q (13326.910000 sec): 3 clusters
  Score: Raw -1730087.889123 + Penalty 3108.626070 = -1726979.263052
  nChanged 1
		SP:Iteration 53Q (13326.940000 sec): 3 clusters
  Score: Raw -1730088.370514 + Penalty 3108.626070 = -1726979.744444
  nChanged 1
		SP:Iteration 54Q (13326.970000 sec): 3 clusters
  Score: Raw -1730088.612603 + Penalty 3108.626070 = -1726979.986533
  nChanged 1
		SP:Iteration 55Q (13327.000000 sec): 3 clusters
  Score: Raw -1730090.206719 + Penalty 3108.626070 = -1726981.580649
  nChanged 1
		SP:Iteration 56Q (13327.020000 sec): 3 clusters
  Score: Raw -1730090.426299 + Penalty 3108.626070 = -1726981.800229
  nChanged 1
		SP:Iteration 57Q (13327.050000 sec): 3 clusters
  Score: Raw -1730091.239668 + Penalty 3108.626070 = -1726982.613598
  nChanged 3
		SP:Iteration 58Q (13327.080000 sec): 3 clusters
  Score: Raw -1730093.072525 + Penalty 3108.626070 = -1726984.446455
  nChanged 1
		SP:Iteration 59Q (13327.100000 sec): 3 clusters
  Score: Raw -1730093.408730 + Penalty 3108.626070 = -1726984.782660
  nChanged 0
		SP:Iteration 60F (13327.140000 sec): 3 clusters
  Score: Raw -1730093.408730 + Penalty 3108.626070 = -1726984.782660
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13327.150000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13327.160000 sec): 3 clusters
  Score: Raw -131005.413494 + Penalty 2324.232776 = -128681.180719
  nChanged 406
		SP:Iteration 1F (13327.160000 sec): 3 clusters
  Score: Raw -131401.107492 + Penalty 2324.232776 = -129076.874716
  nChanged 105
		SP:Iteration 2F (13327.160000 sec): 3 clusters
  Score: Raw -131514.061771 + Penalty 2324.232776 = -129189.828995
  nChanged 76
		SP:Iteration 3F (13327.170000 sec): 3 clusters
  Score: Raw -131587.642991 + Penalty 2324.232776 = -129263.410216
  nChanged 38
		SP:Iteration 4Q (13327.170000 sec): 3 clusters
  Score: Raw -131642.357334 + Penalty 2324.232776 = -129318.124558
  nChanged 32
		SP:Iteration 5Q (13327.170000 sec): 3 clusters
  Score: Raw -131701.250752 + Penalty 2324.232776 = -129377.017976
  nChanged 29
		SP:Iteration 6Q (13327.180000 sec): 3 clusters
  Score: Raw -131732.185677 + Penalty 2324.232776 = -129407.952902
  nChanged 22
		SP:Iteration 7Q (13327.180000 sec): 3 clusters
  Score: Raw -131751.573404 + Penalty 2324.232776 = -129427.340628
  nChanged 20
		SP:Iteration 8Q (13327.180000 sec): 3 clusters
  Score: Raw -131766.583899 + Penalty 2324.232776 = -129442.351123
  nChanged 17
		SP:Iteration 9Q (13327.180000 sec): 3 clusters
  Score: Raw -131779.564172 + Penalty 2324.232776 = -129455.331396
  nChanged 12
		SP:Iteration 10Q (13327.190000 sec): 3 clusters
  Score: Raw -131789.826779 + Penalty 2324.232776 = -129465.594003
  nChanged 13
		SP:Iteration 11Q (13327.190000 sec): 3 clusters
  Score: Raw -131814.293185 + Penalty 2324.232776 = -129490.060410
  nChanged 23
		SP:Iteration 12Q (13327.200000 sec): 3 clusters
  Score: Raw -131833.200306 + Penalty 2324.232776 = -129508.967530
  nChanged 9
		SP:Iteration 13Q (13327.200000 sec): 3 clusters
  Score: Raw -131840.170673 + Penalty 2324.232776 = -129515.937897
  nChanged 9
		SP:Iteration 14Q (13327.200000 sec): 3 clusters
  Score: Raw -131846.116373 + Penalty 2324.232776 = -129521.883597
  nChanged 11
		SP:Iteration 15Q (13327.200000 sec): 3 clusters
  Score: Raw -131858.697575 + Penalty 2324.232776 = -129534.464800
  nChanged 15
		SP:Iteration 16Q (13327.210000 sec): 3 clusters
  Score: Raw -131873.860865 + Penalty 2324.232776 = -129549.628089
  nChanged 14
		SP:Iteration 17Q (13327.210000 sec): 3 clusters
  Score: Raw -131883.004069 + Penalty 2324.232776 = -129558.771294
  nChanged 10
		SP:Iteration 18Q (13327.210000 sec): 3 clusters
  Score: Raw -131890.656483 + Penalty 2324.232776 = -129566.423707
  nChanged 8
		SP:Iteration 19Q (13327.220000 sec): 3 clusters
  Score: Raw -131896.552991 + Penalty 2324.232776 = -129572.320216
  nChanged 5
		SP:Iteration 20F (13327.220000 sec): 3 clusters
  Score: Raw -131900.455849 + Penalty 2324.232776 = -129576.223073
  nChanged 6
		SP:Iteration 21Q (13327.220000 sec): 3 clusters
  Score: Raw -131905.350121 + Penalty 2324.232776 = -129581.117345
  nChanged 4
		SP:Iteration 22Q (13327.220000 sec): 3 clusters
  Score: Raw -131908.009894 + Penalty 2324.232776 = -129583.777118
  nChanged 4
		SP:Iteration 23Q (13327.230000 sec): 3 clusters
  Score: Raw -131910.121469 + Penalty 2324.232776 = -129585.888693
  nChanged 1
		SP:Iteration 24Q (13327.230000 sec): 3 clusters
  Score: Raw -131910.977070 + Penalty 2324.232776 = -129586.744294
  nChanged 1
		SP:Iteration 25Q (13327.230000 sec): 3 clusters
  Score: Raw -131911.762235 + Penalty 2324.232776 = -129587.529460
  nChanged 1
		SP:Iteration 26Q (13327.240000 sec): 3 clusters
  Score: Raw -131912.972859 + Penalty 2324.232776 = -129588.740083
  nChanged 0
		SP:Iteration 27F (13327.240000 sec): 3 clusters
  Score: Raw -131912.972859 + Penalty 2324.232776 = -129588.740083
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (14558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13327.290000 sec): 2 clusters
  Score: Raw -1672443.594423 + Penalty 1557.708092 = -1670885.886331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13327.330000 sec): 3 clusters
  Score: Raw -1664017.989624 + Penalty 3115.416184 = -1660902.573441
  nChanged 6452
		SP:Iteration 1F (13327.370000 sec): 3 clusters
  Score: Raw -1667617.843937 + Penalty 3115.416184 = -1664502.427753
  nChanged 865
		SP:Iteration 2F (13327.410000 sec): 3 clusters
  Score: Raw -1668028.368244 + Penalty 3115.416184 = -1664912.952060
  nChanged 763
		SP:Iteration 3F (13327.440000 sec): 3 clusters
  Score: Raw -1668456.037690 + Penalty 3115.416184 = -1665340.621506
  nChanged 786
		SP:Iteration 4F (13327.480000 sec): 3 clusters
  Score: Raw -1668893.741669 + Penalty 3115.416184 = -1665778.325485
  nChanged 788
		SP:Iteration 5F (13327.520000 sec): 3 clusters
  Score: Raw -1669380.091985 + Penalty 3115.416184 = -1666264.675802
  nChanged 822
		SP:Iteration 6F (13327.560000 sec): 3 clusters
  Score: Raw -1669896.701697 + Penalty 3115.416184 = -1666781.285514
  nChanged 714
		SP:Iteration 7Q (13327.600000 sec): 3 clusters
  Score: Raw -1670360.178333 + Penalty 3115.416184 = -1667244.762150
  nChanged 609
		SP:Iteration 8Q (13327.640000 sec): 3 clusters
  Score: Raw -1670790.106187 + Penalty 3115.416184 = -1667674.690003
  nChanged 533
		SP:Iteration 9Q (13327.680000 sec): 3 clusters
  Score: Raw -1671183.030217 + Penalty 3115.416184 = -1668067.614033
  nChanged 467
		SP:Iteration 10Q (13327.720000 sec): 3 clusters
  Score: Raw -1671491.933342 + Penalty 3115.416184 = -1668376.517158
  nChanged 357
		SP:Iteration 11Q (13327.750000 sec): 3 clusters
  Score: Raw -1671697.850085 + Penalty 3115.416184 = -1668582.433901
  nChanged 279
		SP:Iteration 12Q (13327.790000 sec): 3 clusters
  Score: Raw -1671844.466801 + Penalty 3115.416184 = -1668729.050618
  nChanged 235
		SP:Iteration 13Q (13327.820000 sec): 3 clusters
  Score: Raw -1671953.238740 + Penalty 3115.416184 = -1668837.822556
  nChanged 200
		SP:Iteration 14Q (13327.860000 sec): 3 clusters
  Score: Raw -1672035.729694 + Penalty 3115.416184 = -1668920.313510
  nChanged 166
		SP:Iteration 15Q (13327.890000 sec): 3 clusters
  Score: Raw -1672098.743580 + Penalty 3115.416184 = -1668983.327396
  nChanged 151
		SP:Iteration 16Q (13327.920000 sec): 3 clusters
  Score: Raw -1672161.903014 + Penalty 3115.416184 = -1669046.486830
  nChanged 136
		SP:Iteration 17Q (13327.960000 sec): 3 clusters
  Score: Raw -1672209.157020 + Penalty 3115.416184 = -1669093.740836
  nChanged 117
		SP:Iteration 18Q (13327.990000 sec): 3 clusters
  Score: Raw -1672249.753457 + Penalty 3115.416184 = -1669134.337273
  nChanged 112
		SP:Iteration 19Q (13328.020000 sec): 3 clusters
  Score: Raw -1672286.716999 + Penalty 3115.416184 = -1669171.300815
  nChanged 96
		SP:Iteration 20F (13328.060000 sec): 3 clusters
  Score: Raw -1672316.414801 + Penalty 3115.416184 = -1669200.998618
  nChanged 98
		SP:Iteration 21Q (13328.100000 sec): 3 clusters
  Score: Raw -1672348.168652 + Penalty 3115.416184 = -1669232.752468
  nChanged 102
		SP:Iteration 22Q (13328.130000 sec): 3 clusters
  Score: Raw -1672380.263195 + Penalty 3115.416184 = -1669264.847011
  nChanged 104
		SP:Iteration 23Q (13328.160000 sec): 3 clusters
  Score: Raw -1672416.153230 + Penalty 3115.416184 = -1669300.737047
  nChanged 98
		SP:Iteration 24Q (13328.190000 sec): 3 clusters
  Score: Raw -1672451.108304 + Penalty 3115.416184 = -1669335.692120
  nChanged 82
		SP:Iteration 25Q (13328.220000 sec): 3 clusters
  Score: Raw -1672476.478791 + Penalty 3115.416184 = -1669361.062607
  nChanged 73
		SP:Iteration 26Q (13328.250000 sec): 3 clusters
  Score: Raw -1672500.462428 + Penalty 3115.416184 = -1669385.046244
  nChanged 71
		SP:Iteration 27Q (13328.280000 sec): 3 clusters
  Score: Raw -1672522.725802 + Penalty 3115.416184 = -1669407.309618
  nChanged 62
		SP:Iteration 28Q (13328.320000 sec): 3 clusters
  Score: Raw -1672542.107134 + Penalty 3115.416184 = -1669426.690951
  nChanged 59
		SP:Iteration 29Q (13328.350000 sec): 3 clusters
  Score: Raw -1672558.524203 + Penalty 3115.416184 = -1669443.108020
  nChanged 50
		SP:Iteration 30Q (13328.380000 sec): 3 clusters
  Score: Raw -1672573.155746 + Penalty 3115.416184 = -1669457.739562
  nChanged 50
		SP:Iteration 31Q (13328.410000 sec): 3 clusters
  Score: Raw -1672598.226197 + Penalty 3115.416184 = -1669482.810014
  nChanged 49
		SP:Iteration 32Q (13328.440000 sec): 3 clusters
  Score: Raw -1672623.009097 + Penalty 3115.416184 = -1669507.592914
  nChanged 57
		SP:Iteration 33Q (13328.470000 sec): 3 clusters
  Score: Raw -1672655.527623 + Penalty 3115.416184 = -1669540.111439
  nChanged 67
		SP:Iteration 34Q (13328.500000 sec): 3 clusters
  Score: Raw -1672686.120705 + Penalty 3115.416184 = -1669570.704522
  nChanged 55
		SP:Iteration 35Q (13328.530000 sec): 3 clusters
  Score: Raw -1672708.692899 + Penalty 3115.416184 = -1669593.276715
  nChanged 55
		SP:Iteration 36Q (13328.560000 sec): 3 clusters
  Score: Raw -1672733.760939 + Penalty 3115.416184 = -1669618.344755
  nChanged 48
		SP:Iteration 37Q (13328.590000 sec): 3 clusters
  Score: Raw -1672751.013536 + Penalty 3115.416184 = -1669635.597352
  nChanged 37
		SP:Iteration 38Q (13328.620000 sec): 3 clusters
  Score: Raw -1672762.643737 + Penalty 3115.416184 = -1669647.227553
  nChanged 37
		SP:Iteration 39Q (13328.650000 sec): 3 clusters
  Score: Raw -1672773.967656 + Penalty 3115.416184 = -1669658.551472
  nChanged 27
		SP:Iteration 40F (13328.680000 sec): 3 clusters
  Score: Raw -1672781.172809 + Penalty 3115.416184 = -1669665.756625
  nChanged 21
		SP:Iteration 41Q (13328.720000 sec): 3 clusters
  Score: Raw -1672787.302804 + Penalty 3115.416184 = -1669671.886620
  nChanged 16
		SP:Iteration 42Q (13328.740000 sec): 3 clusters
  Score: Raw -1672792.612433 + Penalty 3115.416184 = -1669677.196250
  nChanged 19
		SP:Iteration 43Q (13328.770000 sec): 3 clusters
  Score: Raw -1672797.504273 + Penalty 3115.416184 = -1669682.088090
  nChanged 19
		SP:Iteration 44Q (13328.800000 sec): 3 clusters
  Score: Raw -1672803.221078 + Penalty 3115.416184 = -1669687.804895
  nChanged 21
		SP:Iteration 45Q (13328.830000 sec): 3 clusters
  Score: Raw -1672810.424640 + Penalty 3115.416184 = -1669695.008456
  nChanged 21
		SP:Iteration 46Q (13328.860000 sec): 3 clusters
  Score: Raw -1672817.527792 + Penalty 3115.416184 = -1669702.111608
  nChanged 23
		SP:Iteration 47Q (13328.890000 sec): 3 clusters
  Score: Raw -1672824.845793 + Penalty 3115.416184 = -1669709.429609
  nChanged 17
		SP:Iteration 48Q (13328.920000 sec): 3 clusters
  Score: Raw -1672830.990883 + Penalty 3115.416184 = -1669715.574699
  nChanged 18
		SP:Iteration 49Q (13328.940000 sec): 3 clusters
  Score: Raw -1672837.590804 + Penalty 3115.416184 = -1669722.174620
  nChanged 16
		SP:Iteration 50Q (13328.970000 sec): 3 clusters
  Score: Raw -1672842.253372 + Penalty 3115.416184 = -1669726.837188
  nChanged 11
		SP:Iteration 51Q (13329.000000 sec): 3 clusters
  Score: Raw -1672845.761178 + Penalty 3115.416184 = -1669730.344994
  nChanged 12
		SP:Iteration 52Q (13329.030000 sec): 3 clusters
  Score: Raw -1672848.683981 + Penalty 3115.416184 = -1669733.267797
  nChanged 6
		SP:Iteration 53Q (13329.060000 sec): 3 clusters
  Score: Raw -1672849.816850 + Penalty 3115.416184 = -1669734.400666
  nChanged 4
		SP:Iteration 54Q (13329.090000 sec): 3 clusters
  Score: Raw -1672850.835167 + Penalty 3115.416184 = -1669735.418983
  nChanged 3
		SP:Iteration 55Q (13329.120000 sec): 3 clusters
  Score: Raw -1672851.775331 + Penalty 3115.416184 = -1669736.359147
  nChanged 1
		SP:Iteration 56Q (13329.140000 sec): 3 clusters
  Score: Raw -1672851.914146 + Penalty 3115.416184 = -1669736.497963
  nChanged 1
		SP:Iteration 57Q (13329.170000 sec): 3 clusters
  Score: Raw -1672851.976967 + Penalty 3115.416184 = -1669736.560783
  nChanged 1
		SP:Iteration 58Q (13329.200000 sec): 3 clusters
  Score: Raw -1672852.107647 + Penalty 3115.416184 = -1669736.691463
  nChanged 1
		SP:Iteration 59Q (13329.230000 sec): 3 clusters
  Score: Raw -1672852.354019 + Penalty 3115.416184 = -1669736.937835
  nChanged 2
		SP:Iteration 60F (13329.270000 sec): 3 clusters
  Score: Raw -1672852.630695 + Penalty 3115.416184 = -1669737.214511
  nChanged 1
		SP:Iteration 61Q (13329.300000 sec): 3 clusters
  Score: Raw -1672852.948604 + Penalty 3115.416184 = -1669737.532421
  nChanged 1
		SP:Iteration 62Q (13329.320000 sec): 3 clusters
  Score: Raw -1672853.023250 + Penalty 3115.416184 = -1669737.607067
  nChanged 1
		SP:Iteration 63Q (13329.350000 sec): 3 clusters
  Score: Raw -1672853.214227 + Penalty 3115.416184 = -1669737.798043
  nChanged 1
		SP:Iteration 64Q (13329.380000 sec): 3 clusters
  Score: Raw -1672853.466004 + Penalty 3115.416184 = -1669738.049821
  nChanged 1
		SP:Iteration 65Q (13329.410000 sec): 3 clusters
  Score: Raw -1672853.685343 + Penalty 3115.416184 = -1669738.269159
  nChanged 2
		SP:Iteration 66Q (13329.440000 sec): 3 clusters
  Score: Raw -1672854.021521 + Penalty 3115.416184 = -1669738.605337
  nChanged 1
		SP:Iteration 67Q (13329.470000 sec): 3 clusters
  Score: Raw -1672854.483334 + Penalty 3115.416184 = -1669739.067150
  nChanged 3
		SP:Iteration 68Q (13329.500000 sec): 3 clusters
  Score: Raw -1672855.008685 + Penalty 3115.416184 = -1669739.592502
  nChanged 2
		SP:Iteration 69Q (13329.520000 sec): 3 clusters
  Score: Raw -1672855.256453 + Penalty 3115.416184 = -1669739.840269
  nChanged 4
		SP:Iteration 70Q (13329.550000 sec): 3 clusters
  Score: Raw -1672855.898554 + Penalty 3115.416184 = -1669740.482371
  nChanged 4
		SP:Iteration 71Q (13329.580000 sec): 3 clusters
  Score: Raw -1672856.662884 + Penalty 3115.416184 = -1669741.246700
  nChanged 5
		SP:Iteration 72Q (13329.610000 sec): 3 clusters
  Score: Raw -1672858.090895 + Penalty 3115.416184 = -1669742.674711
  nChanged 5
		SP:Iteration 73Q (13329.640000 sec): 3 clusters
  Score: Raw -1672859.662187 + Penalty 3115.416184 = -1669744.246003
  nChanged 2
		SP:Iteration 74Q (13329.670000 sec): 3 clusters
  Score: Raw -1672860.090331 + Penalty 3115.416184 = -1669744.674148
  nChanged 1
		SP:Iteration 75Q (13329.700000 sec): 3 clusters
  Score: Raw -1672860.318809 + Penalty 3115.416184 = -1669744.902625
  nChanged 0
		SP:Iteration 76F (13329.730000 sec): 3 clusters
  Score: Raw -1672860.318809 + Penalty 3115.416184 = -1669744.902625
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13329.840000 sec): 2 clusters
  Score: Raw -4008208.936880 + Penalty 1699.691534 = -4006509.245346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13329.930000 sec): 3 clusters
  Score: Raw -3986493.267660 + Penalty 3399.383068 = -3983093.884593
  nChanged 16096
		SP:Iteration 1F (13330.030000 sec): 3 clusters
  Score: Raw -3995461.683547 + Penalty 3399.383068 = -3992062.300479
  nChanged 1233
		SP:Iteration 2Q (13330.120000 sec): 3 clusters
  Score: Raw -3995776.655068 + Penalty 3399.383068 = -3992377.272001
  nChanged 1234
		SP:Iteration 3Q (13330.220000 sec): 3 clusters
  Score: Raw -3996126.732325 + Penalty 3399.383068 = -3992727.349258
  nChanged 1256
		SP:Iteration 4Q (13330.320000 sec): 3 clusters
  Score: Raw -3996541.203063 + Penalty 3399.383068 = -3993141.819995
  nChanged 1527
		SP:Iteration 5Q (13330.410000 sec): 3 clusters
  Score: Raw -3997194.002189 + Penalty 3399.383068 = -3993794.619122
  nChanged 1988
		SP:Iteration 6F (13330.510000 sec): 3 clusters
  Score: Raw -3998294.354876 + Penalty 3399.383068 = -3994894.971809
  nChanged 2476
		SP:Iteration 7F (13330.600000 sec): 3 clusters
  Score: Raw -4000090.480360 + Penalty 3399.383068 = -3996691.097293
  nChanged 2803
		SP:Iteration 8F (13330.690000 sec): 3 clusters
  Score: Raw -4002525.545613 + Penalty 3399.383068 = -3999126.162545
  nChanged 2625
		SP:Iteration 9F (13330.790000 sec): 3 clusters
  Score: Raw -4005063.105085 + Penalty 3399.383068 = -4001663.722017
  nChanged 1836
		SP:Iteration 10F (13330.880000 sec): 3 clusters
  Score: Raw -4006863.198188 + Penalty 3399.383068 = -4003463.815120
  nChanged 966
		SP:Iteration 11Q (13330.970000 sec): 3 clusters
  Score: Raw -4007767.237373 + Penalty 3399.383068 = -4004367.854306
  nChanged 422
		SP:Iteration 12Q (13331.050000 sec): 3 clusters
  Score: Raw -4008174.103475 + Penalty 3399.383068 = -4004774.720407
  nChanged 189
		SP:Iteration 13Q (13331.130000 sec): 3 clusters
  Score: Raw -4008372.923489 + Penalty 3399.383068 = -4004973.540422
  nChanged 84
		SP:Iteration 14Q (13331.200000 sec): 3 clusters
  Score: Raw -4008457.451387 + Penalty 3399.383068 = -4005058.068319
  nChanged 30
		SP:Iteration 15Q (13331.270000 sec): 3 clusters
  Score: Raw -4008492.421865 + Penalty 3399.383068 = -4005093.038798
  nChanged 19
		SP:Iteration 16Q (13331.340000 sec): 3 clusters
  Score: Raw -4008515.970689 + Penalty 3399.383068 = -4005116.587621
  nChanged 8
		SP:Iteration 17Q (13331.410000 sec): 3 clusters
  Score: Raw -4008521.926350 + Penalty 3399.383068 = -4005122.543282
  nChanged 2
		SP:Iteration 18Q (13331.480000 sec): 3 clusters
  Score: Raw -4008522.580486 + Penalty 3399.383068 = -4005123.197418
  nChanged 1
		SP:Iteration 19Q (13331.550000 sec): 3 clusters
  Score: Raw -4008522.788377 + Penalty 3399.383068 = -4005123.405309
  nChanged 1
		SP:Iteration 20F (13331.640000 sec): 3 clusters
  Score: Raw -4008523.857977 + Penalty 3399.383068 = -4005124.474910
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13331.710000 sec): 2 clusters
  Score: Raw -2358850.556837 + Penalty 1610.280737 = -2357240.276100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13331.770000 sec): 3 clusters
  Score: Raw -2346784.380930 + Penalty 3220.561474 = -2343563.819456
  nChanged 9045
		SP:Iteration 1F (13331.820000 sec): 3 clusters
  Score: Raw -2351930.333469 + Penalty 3220.561474 = -2348709.771995
  nChanged 1248
		SP:Iteration 2F (13331.870000 sec): 3 clusters
  Score: Raw -2352513.168879 + Penalty 3220.561474 = -2349292.607405
  nChanged 1245
		SP:Iteration 3F (13331.930000 sec): 3 clusters
  Score: Raw -2353101.196548 + Penalty 3220.561474 = -2349880.635074
  nChanged 1160
		SP:Iteration 4F (13331.980000 sec): 3 clusters
  Score: Raw -2353674.332075 + Penalty 3220.561474 = -2350453.770601
  nChanged 1094
		SP:Iteration 5F (13332.030000 sec): 3 clusters
  Score: Raw -2354200.398465 + Penalty 3220.561474 = -2350979.836990
  nChanged 989
		SP:Iteration 6Q (13332.090000 sec): 3 clusters
  Score: Raw -2354632.964442 + Penalty 3220.561474 = -2351412.402968
  nChanged 852
		SP:Iteration 7Q (13332.140000 sec): 3 clusters
  Score: Raw -2354998.376277 + Penalty 3220.561474 = -2351777.814802
  nChanged 784
		SP:Iteration 8Q (13332.190000 sec): 3 clusters
  Score: Raw -2355346.825793 + Penalty 3220.561474 = -2352126.264319
  nChanged 756
		SP:Iteration 9Q (13332.250000 sec): 3 clusters
  Score: Raw -2355696.595386 + Penalty 3220.561474 = -2352476.033911
  nChanged 724
		SP:Iteration 10Q (13332.300000 sec): 3 clusters
  Score: Raw -2356055.453374 + Penalty 3220.561474 = -2352834.891900
  nChanged 736
		SP:Iteration 11Q (13332.360000 sec): 3 clusters
  Score: Raw -2356460.282389 + Penalty 3220.561474 = -2353239.720915
  nChanged 740
		SP:Iteration 12Q (13332.410000 sec): 3 clusters
  Score: Raw -2356913.117271 + Penalty 3220.561474 = -2353692.555796
  nChanged 706
		SP:Iteration 13Q (13332.470000 sec): 3 clusters
  Score: Raw -2357404.956599 + Penalty 3220.561474 = -2354184.395125
  nChanged 630
		SP:Iteration 14Q (13332.520000 sec): 3 clusters
  Score: Raw -2357868.918816 + Penalty 3220.561474 = -2354648.357341
  nChanged 513
		SP:Iteration 15Q (13332.570000 sec): 3 clusters
  Score: Raw -2358244.899258 + Penalty 3220.561474 = -2355024.337783
  nChanged 390
		SP:Iteration 16Q (13332.620000 sec): 3 clusters
  Score: Raw -2358547.908304 + Penalty 3220.561474 = -2355327.346830
  nChanged 254
		SP:Iteration 17Q (13332.670000 sec): 3 clusters
  Score: Raw -2358722.881311 + Penalty 3220.561474 = -2355502.319837
  nChanged 136
		SP:Iteration 18Q (13332.720000 sec): 3 clusters
  Score: Raw -2358817.008439 + Penalty 3220.561474 = -2355596.446965
  nChanged 98
		SP:Iteration 19Q (13332.770000 sec): 3 clusters
  Score: Raw -2358889.069702 + Penalty 3220.561474 = -2355668.508227
  nChanged 72
		SP:Iteration 20F (13332.820000 sec): 3 clusters
  Score: Raw -2358941.920266 + Penalty 3220.561474 = -2355721.358792
  nChanged 48
		SP:Iteration 21Q (13332.860000 sec): 3 clusters
  Score: Raw -2358973.918529 + Penalty 3220.561474 = -2355753.357055
  nChanged 32
		SP:Iteration 22Q (13332.900000 sec): 3 clusters
  Score: Raw -2359000.343096 + Penalty 3220.561474 = -2355779.781621
  nChanged 21
		SP:Iteration 23Q (13332.950000 sec): 3 clusters
  Score: Raw -2359019.649709 + Penalty 3220.561474 = -2355799.088234
  nChanged 17
		SP:Iteration 24Q (13332.990000 sec): 3 clusters
  Score: Raw -2359036.514858 + Penalty 3220.561474 = -2355815.953383
  nChanged 19
		SP:Iteration 25Q (13333.030000 sec): 3 clusters
  Score: Raw -2359051.341367 + Penalty 3220.561474 = -2355830.779893
  nChanged 10
		SP:Iteration 26Q (13333.070000 sec): 3 clusters
  Score: Raw -2359059.183233 + Penalty 3220.561474 = -2355838.621759
  nChanged 9
		SP:Iteration 27Q (13333.110000 sec): 3 clusters
  Score: Raw -2359068.899833 + Penalty 3220.561474 = -2355848.338358
  nChanged 8
		SP:Iteration 28Q (13333.150000 sec): 3 clusters
  Score: Raw -2359076.447921 + Penalty 3220.561474 = -2355855.886446
  nChanged 5
		SP:Iteration 29Q (13333.190000 sec): 3 clusters
  Score: Raw -2359081.304751 + Penalty 3220.561474 = -2355860.743277
  nChanged 3
		SP:Iteration 30Q (13333.230000 sec): 3 clusters
  Score: Raw -2359084.578478 + Penalty 3220.561474 = -2355864.017004
  nChanged 1
		SP:Iteration 31Q (13333.270000 sec): 3 clusters
  Score: Raw -2359085.564809 + Penalty 3220.561474 = -2355865.003334
  nChanged 1
		SP:Iteration 32Q (13333.310000 sec): 3 clusters
  Score: Raw -2359086.963473 + Penalty 3220.561474 = -2355866.401998
  nChanged 2
		SP:Iteration 33Q (13333.350000 sec): 3 clusters
  Score: Raw -2359087.745375 + Penalty 3220.561474 = -2355867.183901
  nChanged 3
		SP:Iteration 34Q (13333.390000 sec): 3 clusters
  Score: Raw -2359090.242703 + Penalty 3220.561474 = -2355869.681228
  nChanged 0
		SP:Iteration 35F (13333.440000 sec): 3 clusters
  Score: Raw -2359090.242703 + Penalty 3220.561474 = -2355869.681228
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13333.490000 sec): 2 clusters
  Score: Raw -1623295.695942 + Penalty 1553.787884 = -1621741.908059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13333.520000 sec): 3 clusters
  Score: Raw -1614939.625897 + Penalty 3107.575767 = -1611832.050130
  nChanged 6313
		SP:Iteration 1F (13333.560000 sec): 3 clusters
  Score: Raw -1618450.443584 + Penalty 3107.575767 = -1615342.867817
  nChanged 827
		SP:Iteration 2F (13333.600000 sec): 3 clusters
  Score: Raw -1618784.087908 + Penalty 3107.575767 = -1615676.512141
  nChanged 719
		SP:Iteration 3F (13333.630000 sec): 3 clusters
  Score: Raw -1619056.699727 + Penalty 3107.575767 = -1615949.123960
  nChanged 645
		SP:Iteration 4Q (13333.670000 sec): 3 clusters
  Score: Raw -1619271.476624 + Penalty 3107.575767 = -1616163.900857
  nChanged 555
		SP:Iteration 5Q (13333.710000 sec): 3 clusters
  Score: Raw -1619450.949627 + Penalty 3107.575767 = -1616343.373860
  nChanged 486
		SP:Iteration 6Q (13333.750000 sec): 3 clusters
  Score: Raw -1619618.465005 + Penalty 3107.575767 = -1616510.889238
  nChanged 476
		SP:Iteration 7Q (13333.790000 sec): 3 clusters
  Score: Raw -1619791.273122 + Penalty 3107.575767 = -1616683.697355
  nChanged 513
		SP:Iteration 8Q (13333.820000 sec): 3 clusters
  Score: Raw -1619993.132568 + Penalty 3107.575767 = -1616885.556801
  nChanged 567
		SP:Iteration 9Q (13333.860000 sec): 3 clusters
  Score: Raw -1620254.110237 + Penalty 3107.575767 = -1617146.534470
  nChanged 597
		SP:Iteration 10Q (13333.900000 sec): 3 clusters
  Score: Raw -1620557.210528 + Penalty 3107.575767 = -1617449.634761
  nChanged 640
		SP:Iteration 11Q (13333.940000 sec): 3 clusters
  Score: Raw -1620924.183094 + Penalty 3107.575767 = -1617816.607327
  nChanged 654
		SP:Iteration 12Q (13333.980000 sec): 3 clusters
  Score: Raw -1621313.374955 + Penalty 3107.575767 = -1618205.799188
  nChanged 624
		SP:Iteration 13Q (13334.010000 sec): 3 clusters
  Score: Raw -1621658.841358 + Penalty 3107.575767 = -1618551.265591
  nChanged 545
		SP:Iteration 14Q (13334.050000 sec): 3 clusters
  Score: Raw -1621963.615613 + Penalty 3107.575767 = -1618856.039846
  nChanged 501
		SP:Iteration 15Q (13334.090000 sec): 3 clusters
  Score: Raw -1622245.227293 + Penalty 3107.575767 = -1619137.651526
  nChanged 381
		SP:Iteration 16Q (13334.130000 sec): 3 clusters
  Score: Raw -1622449.725300 + Penalty 3107.575767 = -1619342.149533
  nChanged 314
		SP:Iteration 17Q (13334.170000 sec): 3 clusters
  Score: Raw -1622620.886901 + Penalty 3107.575767 = -1619513.311134
  nChanged 258
		SP:Iteration 18Q (13334.200000 sec): 3 clusters
  Score: Raw -1622767.989292 + Penalty 3107.575767 = -1619660.413524
  nChanged 214
		SP:Iteration 19Q (13334.240000 sec): 3 clusters
  Score: Raw -1622900.416012 + Penalty 3107.575767 = -1619792.840244
  nChanged 198
		SP:Iteration 20F (13334.270000 sec): 3 clusters
  Score: Raw -1623012.077253 + Penalty 3107.575767 = -1619904.501485
  nChanged 165
		SP:Iteration 21Q (13334.310000 sec): 3 clusters
  Score: Raw -1623109.721922 + Penalty 3107.575767 = -1620002.146155
  nChanged 149
		SP:Iteration 22Q (13334.340000 sec): 3 clusters
  Score: Raw -1623183.372205 + Penalty 3107.575767 = -1620075.796437
  nChanged 123
		SP:Iteration 23Q (13334.370000 sec): 3 clusters
  Score: Raw -1623248.099878 + Penalty 3107.575767 = -1620140.524111
  nChanged 96
		SP:Iteration 24Q (13334.400000 sec): 3 clusters
  Score: Raw -1623312.717822 + Penalty 3107.575767 = -1620205.142055
  nChanged 90
		SP:Iteration 25Q (13334.430000 sec): 3 clusters
  Score: Raw -1623368.108760 + Penalty 3107.575767 = -1620260.532993
  nChanged 97
		SP:Iteration 26Q (13334.460000 sec): 3 clusters
  Score: Raw -1623429.294409 + Penalty 3107.575767 = -1620321.718642
  nChanged 80
		SP:Iteration 27Q (13334.490000 sec): 3 clusters
  Score: Raw -1623479.467622 + Penalty 3107.575767 = -1620371.891855
  nChanged 69
		SP:Iteration 28Q (13334.520000 sec): 3 clusters
  Score: Raw -1623514.490487 + Penalty 3107.575767 = -1620406.914720
  nChanged 69
		SP:Iteration 29Q (13334.550000 sec): 3 clusters
  Score: Raw -1623557.844907 + Penalty 3107.575767 = -1620450.269140
  nChanged 72
		SP:Iteration 30Q (13334.580000 sec): 3 clusters
  Score: Raw -1623601.807111 + Penalty 3107.575767 = -1620494.231344
  nChanged 75
		SP:Iteration 31Q (13334.610000 sec): 3 clusters
  Score: Raw -1623645.694347 + Penalty 3107.575767 = -1620538.118580
  nChanged 68
		SP:Iteration 32Q (13334.630000 sec): 3 clusters
  Score: Raw -1623691.161921 + Penalty 3107.575767 = -1620583.586154
  nChanged 62
		SP:Iteration 33Q (13334.660000 sec): 3 clusters
  Score: Raw -1623726.549194 + Penalty 3107.575767 = -1620618.973427
  nChanged 64
		SP:Iteration 34Q (13334.690000 sec): 3 clusters
  Score: Raw -1623761.666877 + Penalty 3107.575767 = -1620654.091109
  nChanged 56
		SP:Iteration 35Q (13334.720000 sec): 3 clusters
  Score: Raw -1623785.999695 + Penalty 3107.575767 = -1620678.423928
  nChanged 37
		SP:Iteration 36Q (13334.750000 sec): 3 clusters
  Score: Raw -1623803.126545 + Penalty 3107.575767 = -1620695.550777
  nChanged 42
		SP:Iteration 37Q (13334.770000 sec): 3 clusters
  Score: Raw -1623820.145305 + Penalty 3107.575767 = -1620712.569537
  nChanged 35
		SP:Iteration 38Q (13334.800000 sec): 3 clusters
  Score: Raw -1623831.746745 + Penalty 3107.575767 = -1620724.170978
  nChanged 25
		SP:Iteration 39Q (13334.830000 sec): 3 clusters
  Score: Raw -1623840.516080 + Penalty 3107.575767 = -1620732.940313
  nChanged 24
		SP:Iteration 40F (13334.860000 sec): 3 clusters
  Score: Raw -1623848.737893 + Penalty 3107.575767 = -1620741.162126
  nChanged 23
		SP:Iteration 41Q (13334.890000 sec): 3 clusters
  Score: Raw -1623855.519971 + Penalty 3107.575767 = -1620747.944204
  nChanged 21
		SP:Iteration 42Q (13334.920000 sec): 3 clusters
  Score: Raw -1623861.307199 + Penalty 3107.575767 = -1620753.731432
  nChanged 21
		SP:Iteration 43Q (13334.950000 sec): 3 clusters
  Score: Raw -1623867.032589 + Penalty 3107.575767 = -1620759.456821
  nChanged 21
		SP:Iteration 44Q (13334.970000 sec): 3 clusters
  Score: Raw -1623875.159475 + Penalty 3107.575767 = -1620767.583708
  nChanged 10
		SP:Iteration 45Q (13335.000000 sec): 3 clusters
  Score: Raw -1623877.474782 + Penalty 3107.575767 = -1620769.899015
  nChanged 7
		SP:Iteration 46Q (13335.030000 sec): 3 clusters
  Score: Raw -1623878.853821 + Penalty 3107.575767 = -1620771.278054
  nChanged 5
		SP:Iteration 47Q (13335.050000 sec): 3 clusters
  Score: Raw -1623879.724721 + Penalty 3107.575767 = -1620772.148954
  nChanged 6
		SP:Iteration 48Q (13335.080000 sec): 3 clusters
  Score: Raw -1623881.141182 + Penalty 3107.575767 = -1620773.565414
  nChanged 16
		SP:Iteration 49Q (13335.110000 sec): 3 clusters
  Score: Raw -1623884.836119 + Penalty 3107.575767 = -1620777.260352
  nChanged 6
		SP:Iteration 50Q (13335.140000 sec): 3 clusters
  Score: Raw -1623885.541255 + Penalty 3107.575767 = -1620777.965488
  nChanged 2
		SP:Iteration 51Q (13335.170000 sec): 3 clusters
  Score: Raw -1623886.040979 + Penalty 3107.575767 = -1620778.465212
  nChanged 3
		SP:Iteration 52Q (13335.190000 sec): 3 clusters
  Score: Raw -1623886.677391 + Penalty 3107.575767 = -1620779.101624
  nChanged 2
		SP:Iteration 53Q (13335.220000 sec): 3 clusters
  Score: Raw -1623887.076472 + Penalty 3107.575767 = -1620779.500705
  nChanged 1
		SP:Iteration 54Q (13335.250000 sec): 3 clusters
  Score: Raw -1623887.184240 + Penalty 3107.575767 = -1620779.608473
  nChanged 0
		SP:Iteration 55F (13335.280000 sec): 3 clusters
  Score: Raw -1623887.184240 + Penalty 3107.575767 = -1620779.608473
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13335.300000 sec): 2 clusters
  Score: Raw -241792.364615 + Penalty 1239.792111 = -240552.572504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13335.300000 sec): 3 clusters
  Score: Raw -240913.927373 + Penalty 2479.584223 = -238434.343150
  nChanged 733
		SP:Iteration 1F (13335.310000 sec): 3 clusters
  Score: Raw -241386.958430 + Penalty 2479.584223 = -238907.374207
  nChanged 141
		SP:Iteration 2F (13335.310000 sec): 3 clusters
  Score: Raw -241473.899483 + Penalty 2479.584223 = -238994.315260
  nChanged 79
		SP:Iteration 3Q (13335.320000 sec): 3 clusters
  Score: Raw -241519.948716 + Penalty 2479.584223 = -239040.364493
  nChanged 62
		SP:Iteration 4Q (13335.330000 sec): 3 clusters
  Score: Raw -241559.228098 + Penalty 2479.584223 = -239079.643875
  nChanged 46
		SP:Iteration 5Q (13335.330000 sec): 3 clusters
  Score: Raw -241583.646572 + Penalty 2479.584223 = -239104.062349
  nChanged 40
		SP:Iteration 6Q (13335.330000 sec): 3 clusters
  Score: Raw -241603.411054 + Penalty 2479.584223 = -239123.826831
  nChanged 33
		SP:Iteration 7Q (13335.340000 sec): 3 clusters
  Score: Raw -241621.754057 + Penalty 2479.584223 = -239142.169834
  nChanged 30
		SP:Iteration 8Q (13335.350000 sec): 3 clusters
  Score: Raw -241639.244183 + Penalty 2479.584223 = -239159.659960
  nChanged 25
		SP:Iteration 9Q (13335.350000 sec): 3 clusters
  Score: Raw -241651.140537 + Penalty 2479.584223 = -239171.556314
  nChanged 18
		SP:Iteration 10Q (13335.350000 sec): 3 clusters
  Score: Raw -241660.710976 + Penalty 2479.584223 = -239181.126753
  nChanged 17
		SP:Iteration 11Q (13335.360000 sec): 3 clusters
  Score: Raw -241668.543523 + Penalty 2479.584223 = -239188.959300
  nChanged 15
		SP:Iteration 12Q (13335.370000 sec): 3 clusters
  Score: Raw -241675.276303 + Penalty 2479.584223 = -239195.692080
  nChanged 9
		SP:Iteration 13Q (13335.370000 sec): 3 clusters
  Score: Raw -241679.696586 + Penalty 2479.584223 = -239200.112364
  nChanged 11
		SP:Iteration 14Q (13335.370000 sec): 3 clusters
  Score: Raw -241684.584372 + Penalty 2479.584223 = -239205.000149
  nChanged 9
		SP:Iteration 15Q (13335.380000 sec): 3 clusters
  Score: Raw -241690.329360 + Penalty 2479.584223 = -239210.745138
  nChanged 9
		SP:Iteration 16Q (13335.390000 sec): 3 clusters
  Score: Raw -241693.834615 + Penalty 2479.584223 = -239214.250392
  nChanged 4
		SP:Iteration 17Q (13335.390000 sec): 3 clusters
  Score: Raw -241695.225179 + Penalty 2479.584223 = -239215.640956
  nChanged 6
		SP:Iteration 18Q (13335.390000 sec): 3 clusters
  Score: Raw -241698.638958 + Penalty 2479.584223 = -239219.054735
  nChanged 5
		SP:Iteration 19Q (13335.400000 sec): 3 clusters
  Score: Raw -241702.041841 + Penalty 2479.584223 = -239222.457618
  nChanged 5
		SP:Iteration 20F (13335.410000 sec): 3 clusters
  Score: Raw -241703.814977 + Penalty 2479.584223 = -239224.230754
  nChanged 4
		SP:Iteration 21Q (13335.410000 sec): 3 clusters
  Score: Raw -241706.605415 + Penalty 2479.584223 = -239227.021192
  nChanged 6
		SP:Iteration 22Q (13335.410000 sec): 3 clusters
  Score: Raw -241710.116345 + Penalty 2479.584223 = -239230.532122
  nChanged 4
		SP:Iteration 23Q (13335.420000 sec): 3 clusters
  Score: Raw -241712.370813 + Penalty 2479.584223 = -239232.786590
  nChanged 6
		SP:Iteration 24Q (13335.430000 sec): 3 clusters
  Score: Raw -241714.522035 + Penalty 2479.584223 = -239234.937812
  nChanged 3
		SP:Iteration 25Q (13335.430000 sec): 3 clusters
  Score: Raw -241715.933557 + Penalty 2479.584223 = -239236.349334
  nChanged 2
		SP:Iteration 26Q (13335.440000 sec): 3 clusters
  Score: Raw -241716.472500 + Penalty 2479.584223 = -239236.888277
  nChanged 2
		SP:Iteration 27Q (13335.440000 sec): 3 clusters
  Score: Raw -241717.007276 + Penalty 2479.584223 = -239237.423054
  nChanged 0
		SP:Iteration 28F (13335.450000 sec): 3 clusters
  Score: Raw -241717.007276 + Penalty 2479.584223 = -239237.423054
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13335.470000 sec): 2 clusters
  Score: Raw -758585.280069 + Penalty 1431.869278 = -757153.410791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13335.490000 sec): 3 clusters
  Score: Raw -754940.781675 + Penalty 2863.738556 = -752077.043119
  nChanged 2832
		SP:Iteration 1F (13335.500000 sec): 3 clusters
  Score: Raw -756559.444248 + Penalty 2863.738556 = -753695.705692
  nChanged 452
		SP:Iteration 2F (13335.520000 sec): 3 clusters
  Score: Raw -756821.738774 + Penalty 2863.738556 = -753958.000218
  nChanged 445
		SP:Iteration 3F (13335.540000 sec): 3 clusters
  Score: Raw -757130.951334 + Penalty 2863.738556 = -754267.212778
  nChanged 438
		SP:Iteration 4F (13335.550000 sec): 3 clusters
  Score: Raw -757477.067286 + Penalty 2863.738556 = -754613.328730
  nChanged 405
		SP:Iteration 5F (13335.570000 sec): 3 clusters
  Score: Raw -757817.068666 + Penalty 2863.738556 = -754953.330110
  nChanged 375
		SP:Iteration 6F (13335.590000 sec): 3 clusters
  Score: Raw -758146.002391 + Penalty 2863.738556 = -755282.263835
  nChanged 284
		SP:Iteration 7Q (13335.610000 sec): 3 clusters
  Score: Raw -758368.695800 + Penalty 2863.738556 = -755504.957244
  nChanged 216
		SP:Iteration 8Q (13335.620000 sec): 3 clusters
  Score: Raw -758544.454582 + Penalty 2863.738556 = -755680.716026
  nChanged 165
		SP:Iteration 9Q (13335.640000 sec): 3 clusters
  Score: Raw -758697.596076 + Penalty 2863.738556 = -755833.857520
  nChanged 117
		SP:Iteration 10Q (13335.650000 sec): 3 clusters
  Score: Raw -758798.775361 + Penalty 2863.738556 = -755935.036805
  nChanged 91
		SP:Iteration 11Q (13335.670000 sec): 3 clusters
  Score: Raw -758865.970430 + Penalty 2863.738556 = -756002.231874
  nChanged 59
		SP:Iteration 12Q (13335.680000 sec): 3 clusters
  Score: Raw -758908.160254 + Penalty 2863.738556 = -756044.421698
  nChanged 42
		SP:Iteration 13Q (13335.700000 sec): 3 clusters
  Score: Raw -758942.181897 + Penalty 2863.738556 = -756078.443341
  nChanged 33
		SP:Iteration 14Q (13335.710000 sec): 3 clusters
  Score: Raw -758977.527378 + Penalty 2863.738556 = -756113.788822
  nChanged 31
		SP:Iteration 15Q (13335.730000 sec): 3 clusters
  Score: Raw -759012.120850 + Penalty 2863.738556 = -756148.382294
  nChanged 27
		SP:Iteration 16Q (13335.740000 sec): 3 clusters
  Score: Raw -759032.870581 + Penalty 2863.738556 = -756169.132025
  nChanged 14
		SP:Iteration 17Q (13335.750000 sec): 3 clusters
  Score: Raw -759045.338391 + Penalty 2863.738556 = -756181.599835
  nChanged 14
		SP:Iteration 18Q (13335.770000 sec): 3 clusters
  Score: Raw -759055.570895 + Penalty 2863.738556 = -756191.832339
  nChanged 13
		SP:Iteration 19Q (13335.780000 sec): 3 clusters
  Score: Raw -759063.410383 + Penalty 2863.738556 = -756199.671827
  nChanged 8
		SP:Iteration 20F (13335.800000 sec): 3 clusters
  Score: Raw -759066.237318 + Penalty 2863.738556 = -756202.498762
  nChanged 1
		SP:Iteration 21Q (13335.810000 sec): 3 clusters
  Score: Raw -759067.256720 + Penalty 2863.738556 = -756203.518164
  nChanged 3
		SP:Iteration 22Q (13335.830000 sec): 3 clusters
  Score: Raw -759069.770903 + Penalty 2863.738556 = -756206.032347
  nChanged 2
		SP:Iteration 23Q (13335.840000 sec): 3 clusters
  Score: Raw -759070.787375 + Penalty 2863.738556 = -756207.048818
  nChanged 1
		SP:Iteration 24Q (13335.850000 sec): 3 clusters
  Score: Raw -759071.160929 + Penalty 2863.738556 = -756207.422373
  nChanged 0
		SP:Iteration 25F (13335.870000 sec): 3 clusters
  Score: Raw -759071.160929 + Penalty 2863.738556 = -756207.422373
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13335.880000 sec): 2 clusters
  Score: Raw -180397.630299 + Penalty 1200.402163 = -179197.228136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13335.880000 sec): 3 clusters
  Score: Raw -179757.141465 + Penalty 2400.804327 = -177356.337138
  nChanged 564
		SP:Iteration 1F (13335.890000 sec): 3 clusters
  Score: Raw -180267.045173 + Penalty 2400.804327 = -177866.240846
  nChanged 155
		SP:Iteration 2F (13335.890000 sec): 3 clusters
  Score: Raw -180473.993821 + Penalty 2400.804327 = -178073.189495
  nChanged 107
		SP:Iteration 3F (13335.890000 sec): 3 clusters
  Score: Raw -180620.863824 + Penalty 2400.804327 = -178220.059498
  nChanged 90
		SP:Iteration 4F (13335.900000 sec): 3 clusters
  Score: Raw -180837.452104 + Penalty 2400.804327 = -178436.647778
  nChanged 101
		SP:Iteration 5F (13335.900000 sec): 3 clusters
  Score: Raw -181003.941835 + Penalty 2400.804327 = -178603.137508
  nChanged 94
		SP:Iteration 6F (13335.910000 sec): 3 clusters
  Score: Raw -181120.721437 + Penalty 2400.804327 = -178719.917110
  nChanged 55
		SP:Iteration 7Q (13335.910000 sec): 3 clusters
  Score: Raw -181193.209104 + Penalty 2400.804327 = -178792.404777
  nChanged 44
		SP:Iteration 8Q (13335.910000 sec): 3 clusters
  Score: Raw -181248.802116 + Penalty 2400.804327 = -178847.997789
  nChanged 37
		SP:Iteration 9Q (13335.910000 sec): 3 clusters
  Score: Raw -181289.638397 + Penalty 2400.804327 = -178888.834070
  nChanged 30
		SP:Iteration 10Q (13335.920000 sec): 3 clusters
  Score: Raw -181318.295276 + Penalty 2400.804327 = -178917.490949
  nChanged 28
		SP:Iteration 11Q (13335.920000 sec): 3 clusters
  Score: Raw -181336.527515 + Penalty 2400.804327 = -178935.723188
  nChanged 24
		SP:Iteration 12Q (13335.930000 sec): 3 clusters
  Score: Raw -181350.938420 + Penalty 2400.804327 = -178950.134094
  nChanged 24
		SP:Iteration 13Q (13335.930000 sec): 3 clusters
  Score: Raw -181367.587251 + Penalty 2400.804327 = -178966.782924
  nChanged 14
		SP:Iteration 14Q (13335.930000 sec): 3 clusters
  Score: Raw -181383.265702 + Penalty 2400.804327 = -178982.461375
  nChanged 15
		SP:Iteration 15Q (13335.930000 sec): 3 clusters
  Score: Raw -181398.398039 + Penalty 2400.804327 = -178997.593713
  nChanged 9
		SP:Iteration 16Q (13335.940000 sec): 3 clusters
  Score: Raw -181405.057197 + Penalty 2400.804327 = -179004.252870
  nChanged 10
		SP:Iteration 17Q (13335.940000 sec): 3 clusters
  Score: Raw -181413.942367 + Penalty 2400.804327 = -179013.138041
  nChanged 11
		SP:Iteration 18Q (13335.950000 sec): 3 clusters
  Score: Raw -181423.086930 + Penalty 2400.804327 = -179022.282603
  nChanged 9
		SP:Iteration 19Q (13335.950000 sec): 3 clusters
  Score: Raw -181429.787011 + Penalty 2400.804327 = -179028.982685
  nChanged 0
		SP:Iteration 20F (13335.950000 sec): 3 clusters
  Score: Raw -181429.787011 + Penalty 2400.804327 = -179028.982685
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (14110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13336.000000 sec): 2 clusters
  Score: Raw -1610892.905912 + Penalty 1552.628845 = -1609340.277068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13336.030000 sec): 3 clusters
  Score: Raw -1602579.774822 + Penalty 3105.257690 = -1599474.517133
  nChanged 6240
		SP:Iteration 1F (13336.070000 sec): 3 clusters
  Score: Raw -1605972.430636 + Penalty 3105.257690 = -1602867.172947
  nChanged 884
		SP:Iteration 2F (13336.110000 sec): 3 clusters
  Score: Raw -1606472.157145 + Penalty 3105.257690 = -1603366.899455
  nChanged 978
		SP:Iteration 3F (13336.150000 sec): 3 clusters
  Score: Raw -1607135.773653 + Penalty 3105.257690 = -1604030.515963
  nChanged 1064
		SP:Iteration 4F (13336.180000 sec): 3 clusters
  Score: Raw -1607941.869220 + Penalty 3105.257690 = -1604836.611531
  nChanged 1085
		SP:Iteration 5F (13336.220000 sec): 3 clusters
  Score: Raw -1608810.917779 + Penalty 3105.257690 = -1605705.660089
  nChanged 1007
		SP:Iteration 6F (13336.250000 sec): 3 clusters
  Score: Raw -1609566.531783 + Penalty 3105.257690 = -1606461.274093
  nChanged 840
		SP:Iteration 7F (13336.290000 sec): 3 clusters
  Score: Raw -1610121.677113 + Penalty 3105.257690 = -1607016.419424
  nChanged 585
		SP:Iteration 8Q (13336.330000 sec): 3 clusters
  Score: Raw -1610487.065859 + Penalty 3105.257690 = -1607381.808169
  nChanged 420
		SP:Iteration 9Q (13336.370000 sec): 3 clusters
  Score: Raw -1610731.535598 + Penalty 3105.257690 = -1607626.277909
  nChanged 340
		SP:Iteration 10Q (13336.400000 sec): 3 clusters
  Score: Raw -1610928.334515 + Penalty 3105.257690 = -1607823.076825
  nChanged 249
		SP:Iteration 11Q (13336.430000 sec): 3 clusters
  Score: Raw -1611090.141496 + Penalty 3105.257690 = -1607984.883806
  nChanged 208
		SP:Iteration 12Q (13336.470000 sec): 3 clusters
  Score: Raw -1611246.624963 + Penalty 3105.257690 = -1608141.367273
  nChanged 193
		SP:Iteration 13Q (13336.510000 sec): 3 clusters
  Score: Raw -1611375.311066 + Penalty 3105.257690 = -1608270.053376
  nChanged 188
		SP:Iteration 14Q (13336.540000 sec): 3 clusters
  Score: Raw -1611473.117776 + Penalty 3105.257690 = -1608367.860086
  nChanged 133
		SP:Iteration 15Q (13336.570000 sec): 3 clusters
  Score: Raw -1611549.277427 + Penalty 3105.257690 = -1608444.019737
  nChanged 123
		SP:Iteration 16Q (13336.610000 sec): 3 clusters
  Score: Raw -1611618.890897 + Penalty 3105.257690 = -1608513.633208
  nChanged 108
		SP:Iteration 17Q (13336.640000 sec): 3 clusters
  Score: Raw -1611673.580949 + Penalty 3105.257690 = -1608568.323259
  nChanged 78
		SP:Iteration 18Q (13336.670000 sec): 3 clusters
  Score: Raw -1611697.874881 + Penalty 3105.257690 = -1608592.617192
  nChanged 58
		SP:Iteration 19Q (13336.700000 sec): 3 clusters
  Score: Raw -1611719.404835 + Penalty 3105.257690 = -1608614.147145
  nChanged 59
		SP:Iteration 20F (13336.740000 sec): 3 clusters
  Score: Raw -1611740.484730 + Penalty 3105.257690 = -1608635.227040
  nChanged 47
		SP:Iteration 21Q (13336.770000 sec): 3 clusters
  Score: Raw -1611754.820592 + Penalty 3105.257690 = -1608649.562902
  nChanged 38
		SP:Iteration 22Q (13336.800000 sec): 3 clusters
  Score: Raw -1611764.216685 + Penalty 3105.257690 = -1608658.958995
  nChanged 29
		SP:Iteration 23Q (13336.830000 sec): 3 clusters
  Score: Raw -1611771.723643 + Penalty 3105.257690 = -1608666.465954
  nChanged 26
		SP:Iteration 24Q (13336.860000 sec): 3 clusters
  Score: Raw -1611777.207804 + Penalty 3105.257690 = -1608671.950114
  nChanged 28
		SP:Iteration 25Q (13336.890000 sec): 3 clusters
  Score: Raw -1611783.194701 + Penalty 3105.257690 = -1608677.937011
  nChanged 26
		SP:Iteration 26Q (13336.920000 sec): 3 clusters
  Score: Raw -1611788.407788 + Penalty 3105.257690 = -1608683.150098
  nChanged 24
		SP:Iteration 27Q (13336.950000 sec): 3 clusters
  Score: Raw -1611793.989712 + Penalty 3105.257690 = -1608688.732023
  nChanged 17
		SP:Iteration 28Q (13336.990000 sec): 3 clusters
  Score: Raw -1611797.459586 + Penalty 3105.257690 = -1608692.201897
  nChanged 15
		SP:Iteration 29Q (13337.010000 sec): 3 clusters
  Score: Raw -1611801.106264 + Penalty 3105.257690 = -1608695.848575
  nChanged 22
		SP:Iteration 30Q (13337.040000 sec): 3 clusters
  Score: Raw -1611805.404788 + Penalty 3105.257690 = -1608700.147099
  nChanged 16
		SP:Iteration 31Q (13337.070000 sec): 3 clusters
  Score: Raw -1611808.693593 + Penalty 3105.257690 = -1608703.435903
  nChanged 13
		SP:Iteration 32Q (13337.100000 sec): 3 clusters
  Score: Raw -1611811.006836 + Penalty 3105.257690 = -1608705.749146
  nChanged 16
		SP:Iteration 33Q (13337.130000 sec): 3 clusters
  Score: Raw -1611815.003209 + Penalty 3105.257690 = -1608709.745520
  nChanged 13
		SP:Iteration 34Q (13337.160000 sec): 3 clusters
  Score: Raw -1611817.533725 + Penalty 3105.257690 = -1608712.276035
  nChanged 6
		SP:Iteration 35Q (13337.190000 sec): 3 clusters
  Score: Raw -1611818.561602 + Penalty 3105.257690 = -1608713.303912
  nChanged 7
		SP:Iteration 36Q (13337.220000 sec): 3 clusters
  Score: Raw -1611819.300140 + Penalty 3105.257690 = -1608714.042451
  nChanged 5
		SP:Iteration 37Q (13337.250000 sec): 3 clusters
  Score: Raw -1611820.118554 + Penalty 3105.257690 = -1608714.860865
  nChanged 7
		SP:Iteration 38Q (13337.290000 sec): 3 clusters
  Score: Raw -1611821.293438 + Penalty 3105.257690 = -1608716.035748
  nChanged 10
		SP:Iteration 39Q (13337.310000 sec): 3 clusters
  Score: Raw -1611822.680369 + Penalty 3105.257690 = -1608717.422679
  nChanged 6
		SP:Iteration 40F (13337.350000 sec): 3 clusters
  Score: Raw -1611823.739062 + Penalty 3105.257690 = -1608718.481373
  nChanged 5
		SP:Iteration 41Q (13337.380000 sec): 3 clusters
  Score: Raw -1611824.872995 + Penalty 3105.257690 = -1608719.615305
  nChanged 3
		SP:Iteration 42Q (13337.410000 sec): 3 clusters
  Score: Raw -1611825.400995 + Penalty 3105.257690 = -1608720.143305
  nChanged 2
		SP:Iteration 43Q (13337.440000 sec): 3 clusters
  Score: Raw -1611825.979778 + Penalty 3105.257690 = -1608720.722088
  nChanged 4
		SP:Iteration 44Q (13337.470000 sec): 3 clusters
  Score: Raw -1611826.523180 + Penalty 3105.257690 = -1608721.265491
  nChanged 4
		SP:Iteration 45Q (13337.500000 sec): 3 clusters
  Score: Raw -1611827.505777 + Penalty 3105.257690 = -1608722.248088
  nChanged 7
		SP:Iteration 46Q (13337.530000 sec): 3 clusters
  Score: Raw -1611829.081275 + Penalty 3105.257690 = -1608723.823586
  nChanged 8
		SP:Iteration 47Q (13337.560000 sec): 3 clusters
  Score: Raw -1611830.744550 + Penalty 3105.257690 = -1608725.486861
  nChanged 4
		SP:Iteration 48Q (13337.590000 sec): 3 clusters
  Score: Raw -1611831.192206 + Penalty 3105.257690 = -1608725.934516
  nChanged 1
		SP:Iteration 49Q (13337.620000 sec): 3 clusters
  Score: Raw -1611831.509904 + Penalty 3105.257690 = -1608726.252215
  nChanged 3
		SP:Iteration 50Q (13337.650000 sec): 3 clusters
  Score: Raw -1611831.869022 + Penalty 3105.257690 = -1608726.611332
  nChanged 5
		SP:Iteration 51Q (13337.680000 sec): 3 clusters
  Score: Raw -1611832.287335 + Penalty 3105.257690 = -1608727.029645
  nChanged 1
		SP:Iteration 52Q (13337.710000 sec): 3 clusters
  Score: Raw -1611832.497558 + Penalty 3105.257690 = -1608727.239869
  nChanged 0
		SP:Iteration 53F (13337.750000 sec): 3 clusters
  Score: Raw -1611832.497558 + Penalty 3105.257690 = -1608727.239869
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13337.760000 sec): 2 clusters
  Score: Raw -145251.053889 + Penalty 1191.084324 = -144059.969564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13337.760000 sec): 3 clusters
  Score: Raw -144678.360781 + Penalty 2382.168649 = -142296.192132
  nChanged 526
		SP:Iteration 1F (13337.770000 sec): 3 clusters
  Score: Raw -145181.641971 + Penalty 2382.168649 = -142799.473322
  nChanged 163
		SP:Iteration 2F (13337.770000 sec): 3 clusters
  Score: Raw -145463.339321 + Penalty 2382.168649 = -143081.170672
  nChanged 117
		SP:Iteration 3F (13337.770000 sec): 3 clusters
  Score: Raw -145685.937352 + Penalty 2382.168649 = -143303.768703
  nChanged 93
		SP:Iteration 4F (13337.780000 sec): 3 clusters
  Score: Raw -145897.190966 + Penalty 2382.168649 = -143515.022317
  nChanged 85
		SP:Iteration 5F (13337.780000 sec): 3 clusters
  Score: Raw -146062.677279 + Penalty 2382.168649 = -143680.508630
  nChanged 52
		SP:Iteration 6Q (13337.790000 sec): 3 clusters
  Score: Raw -146147.726416 + Penalty 2382.168649 = -143765.557767
  nChanged 31
		SP:Iteration 7Q (13337.790000 sec): 3 clusters
  Score: Raw -146182.623789 + Penalty 2382.168649 = -143800.455140
  nChanged 28
		SP:Iteration 8Q (13337.790000 sec): 3 clusters
  Score: Raw -146206.166219 + Penalty 2382.168649 = -143823.997570
  nChanged 18
		SP:Iteration 9Q (13337.790000 sec): 3 clusters
  Score: Raw -146226.010452 + Penalty 2382.168649 = -143843.841803
  nChanged 12
		SP:Iteration 10Q (13337.800000 sec): 3 clusters
  Score: Raw -146235.223136 + Penalty 2382.168649 = -143853.054487
  nChanged 13
		SP:Iteration 11Q (13337.800000 sec): 3 clusters
  Score: Raw -146246.917799 + Penalty 2382.168649 = -143864.749150
  nChanged 8
		SP:Iteration 12Q (13337.810000 sec): 3 clusters
  Score: Raw -146253.113510 + Penalty 2382.168649 = -143870.944861
  nChanged 4
		SP:Iteration 13Q (13337.810000 sec): 3 clusters
  Score: Raw -146255.807081 + Penalty 2382.168649 = -143873.638432
  nChanged 2
		SP:Iteration 14Q (13337.810000 sec): 3 clusters
  Score: Raw -146256.669967 + Penalty 2382.168649 = -143874.501319
  nChanged 0
		SP:Iteration 15F (13337.810000 sec): 3 clusters
  Score: Raw -146256.669967 + Penalty 2382.168649 = -143874.501319
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13337.850000 sec): 2 clusters
  Score: Raw -1174837.509334 + Penalty 1501.262592 = -1173336.246742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13337.870000 sec): 3 clusters
  Score: Raw -1168915.353752 + Penalty 3002.525184 = -1165912.828568
  nChanged 4541
		SP:Iteration 1F (13337.900000 sec): 3 clusters
  Score: Raw -1171438.804920 + Penalty 3002.525184 = -1168436.279737
  nChanged 685
		SP:Iteration 2F (13337.930000 sec): 3 clusters
  Score: Raw -1171776.769943 + Penalty 3002.525184 = -1168774.244760
  nChanged 589
		SP:Iteration 3F (13337.950000 sec): 3 clusters
  Score: Raw -1172094.671967 + Penalty 3002.525184 = -1169092.146784
  nChanged 553
		SP:Iteration 4F (13337.970000 sec): 3 clusters
  Score: Raw -1172420.753479 + Penalty 3002.525184 = -1169418.228295
  nChanged 538
		SP:Iteration 5F (13338.000000 sec): 3 clusters
  Score: Raw -1172788.954610 + Penalty 3002.525184 = -1169786.429426
  nChanged 571
		SP:Iteration 6F (13338.030000 sec): 3 clusters
  Score: Raw -1173256.675641 + Penalty 3002.525184 = -1170254.150457
  nChanged 618
		SP:Iteration 7F (13338.050000 sec): 3 clusters
  Score: Raw -1173805.027728 + Penalty 3002.525184 = -1170802.502545
  nChanged 627
		SP:Iteration 8F (13338.080000 sec): 3 clusters
  Score: Raw -1174367.632441 + Penalty 3002.525184 = -1171365.107258
  nChanged 582
		SP:Iteration 9F (13338.110000 sec): 3 clusters
  Score: Raw -1174843.384251 + Penalty 3002.525184 = -1171840.859067
  nChanged 457
		SP:Iteration 10Q (13338.130000 sec): 3 clusters
  Score: Raw -1175166.016706 + Penalty 3002.525184 = -1172163.491522
  nChanged 354
		SP:Iteration 11Q (13338.160000 sec): 3 clusters
  Score: Raw -1175370.651302 + Penalty 3002.525184 = -1172368.126119
  nChanged 283
		SP:Iteration 12Q (13338.180000 sec): 3 clusters
  Score: Raw -1175515.918642 + Penalty 3002.525184 = -1172513.393458
  nChanged 235
		SP:Iteration 13Q (13338.210000 sec): 3 clusters
  Score: Raw -1175617.557012 + Penalty 3002.525184 = -1172615.031829
  nChanged 153
		SP:Iteration 14Q (13338.230000 sec): 3 clusters
  Score: Raw -1175667.978501 + Penalty 3002.525184 = -1172665.453317
  nChanged 109
		SP:Iteration 15Q (13338.250000 sec): 3 clusters
  Score: Raw -1175702.066862 + Penalty 3002.525184 = -1172699.541679
  nChanged 77
		SP:Iteration 16Q (13338.280000 sec): 3 clusters
  Score: Raw -1175721.724543 + Penalty 3002.525184 = -1172719.199359
  nChanged 49
		SP:Iteration 17Q (13338.300000 sec): 3 clusters
  Score: Raw -1175730.140426 + Penalty 3002.525184 = -1172727.615243
  nChanged 38
		SP:Iteration 18Q (13338.330000 sec): 3 clusters
  Score: Raw -1175736.834528 + Penalty 3002.525184 = -1172734.309344
  nChanged 23
		SP:Iteration 19Q (13338.350000 sec): 3 clusters
  Score: Raw -1175739.846813 + Penalty 3002.525184 = -1172737.321629
  nChanged 15
		SP:Iteration 20F (13338.380000 sec): 3 clusters
  Score: Raw -1175741.845496 + Penalty 3002.525184 = -1172739.320313
  nChanged 12
		SP:Iteration 21Q (13338.400000 sec): 3 clusters
  Score: Raw -1175743.300875 + Penalty 3002.525184 = -1172740.775692
  nChanged 13
		SP:Iteration 22Q (13338.430000 sec): 3 clusters
  Score: Raw -1175744.570535 + Penalty 3002.525184 = -1172742.045351
  nChanged 9
		SP:Iteration 23Q (13338.450000 sec): 3 clusters
  Score: Raw -1175745.391618 + Penalty 3002.525184 = -1172742.866434
  nChanged 4
		SP:Iteration 24Q (13338.470000 sec): 3 clusters
  Score: Raw -1175745.916955 + Penalty 3002.525184 = -1172743.391771
  nChanged 4
		SP:Iteration 25Q (13338.500000 sec): 3 clusters
  Score: Raw -1175746.486645 + Penalty 3002.525184 = -1172743.961462
  nChanged 3
		SP:Iteration 26Q (13338.520000 sec): 3 clusters
  Score: Raw -1175746.803428 + Penalty 3002.525184 = -1172744.278244
  nChanged 2
		SP:Iteration 27Q (13338.550000 sec): 3 clusters
  Score: Raw -1175746.902195 + Penalty 3002.525184 = -1172744.377011
  nChanged 0
		SP:Iteration 28F (13338.570000 sec): 3 clusters
  Score: Raw -1175746.902195 + Penalty 3002.525184 = -1172744.377011
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13338.590000 sec): 2 clusters
  Score: Raw -573407.360169 + Penalty 1385.596453 = -572021.763716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13338.610000 sec): 3 clusters
  Score: Raw -570773.115074 + Penalty 2771.192906 = -568001.922168
  nChanged 2032
		SP:Iteration 1F (13338.620000 sec): 3 clusters
  Score: Raw -571899.529906 + Penalty 2771.192906 = -569128.336999
  nChanged 370
		SP:Iteration 2F (13338.630000 sec): 3 clusters
  Score: Raw -572128.690260 + Penalty 2771.192906 = -569357.497354
  nChanged 306
		SP:Iteration 3F (13338.640000 sec): 3 clusters
  Score: Raw -572289.079950 + Penalty 2771.192906 = -569517.887044
  nChanged 266
		SP:Iteration 4F (13338.660000 sec): 3 clusters
  Score: Raw -572456.592605 + Penalty 2771.192906 = -569685.399698
  nChanged 229
		SP:Iteration 5Q (13338.670000 sec): 3 clusters
  Score: Raw -572579.902444 + Penalty 2771.192906 = -569808.709537
  nChanged 231
		SP:Iteration 6Q (13338.680000 sec): 3 clusters
  Score: Raw -572715.733802 + Penalty 2771.192906 = -569944.540896
  nChanged 212
		SP:Iteration 7Q (13338.690000 sec): 3 clusters
  Score: Raw -572847.573777 + Penalty 2771.192906 = -570076.380870
  nChanged 195
		SP:Iteration 8Q (13338.710000 sec): 3 clusters
  Score: Raw -572968.981195 + Penalty 2771.192906 = -570197.788289
  nChanged 206
		SP:Iteration 9Q (13338.720000 sec): 3 clusters
  Score: Raw -573095.091263 + Penalty 2771.192906 = -570323.898356
  nChanged 174
		SP:Iteration 10Q (13338.730000 sec): 3 clusters
  Score: Raw -573184.449825 + Penalty 2771.192906 = -570413.256918
  nChanged 121
		SP:Iteration 11Q (13338.750000 sec): 3 clusters
  Score: Raw -573251.007812 + Penalty 2771.192906 = -570479.814905
  nChanged 114
		SP:Iteration 12Q (13338.760000 sec): 3 clusters
  Score: Raw -573312.096759 + Penalty 2771.192906 = -570540.903852
  nChanged 103
		SP:Iteration 13Q (13338.770000 sec): 3 clusters
  Score: Raw -573359.999668 + Penalty 2771.192906 = -570588.806761
  nChanged 83
		SP:Iteration 14Q (13338.790000 sec): 3 clusters
  Score: Raw -573398.864058 + Penalty 2771.192906 = -570627.671152
  nChanged 58
		SP:Iteration 15Q (13338.800000 sec): 3 clusters
  Score: Raw -573419.299301 + Penalty 2771.192906 = -570648.106394
  nChanged 36
		SP:Iteration 16Q (13338.810000 sec): 3 clusters
  Score: Raw -573432.699077 + Penalty 2771.192906 = -570661.506170
  nChanged 35
		SP:Iteration 17Q (13338.820000 sec): 3 clusters
  Score: Raw -573444.476258 + Penalty 2771.192906 = -570673.283352
  nChanged 26
		SP:Iteration 18Q (13338.840000 sec): 3 clusters
  Score: Raw -573455.432002 + Penalty 2771.192906 = -570684.239096
  nChanged 31
		SP:Iteration 19Q (13338.850000 sec): 3 clusters
  Score: Raw -573470.259408 + Penalty 2771.192906 = -570699.066502
  nChanged 27
		SP:Iteration 20F (13338.860000 sec): 3 clusters
  Score: Raw -573482.561926 + Penalty 2771.192906 = -570711.369020
  nChanged 28
		SP:Iteration 21Q (13338.870000 sec): 3 clusters
  Score: Raw -573493.282850 + Penalty 2771.192906 = -570722.089944
  nChanged 19
		SP:Iteration 22Q (13338.890000 sec): 3 clusters
  Score: Raw -573504.028835 + Penalty 2771.192906 = -570732.835929
  nChanged 18
		SP:Iteration 23Q (13338.900000 sec): 3 clusters
  Score: Raw -573512.334854 + Penalty 2771.192906 = -570741.141947
  nChanged 16
		SP:Iteration 24Q (13338.910000 sec): 3 clusters
  Score: Raw -573518.752477 + Penalty 2771.192906 = -570747.559571
  nChanged 11
		SP:Iteration 25Q (13338.930000 sec): 3 clusters
  Score: Raw -573524.090721 + Penalty 2771.192906 = -570752.897815
  nChanged 20
		SP:Iteration 26Q (13338.940000 sec): 3 clusters
  Score: Raw -573535.989226 + Penalty 2771.192906 = -570764.796319
  nChanged 19
		SP:Iteration 27Q (13338.950000 sec): 3 clusters
  Score: Raw -573544.670468 + Penalty 2771.192906 = -570773.477562
  nChanged 13
		SP:Iteration 28Q (13338.970000 sec): 3 clusters
  Score: Raw -573551.348031 + Penalty 2771.192906 = -570780.155124
  nChanged 11
		SP:Iteration 29Q (13338.980000 sec): 3 clusters
  Score: Raw -573555.510207 + Penalty 2771.192906 = -570784.317301
  nChanged 12
		SP:Iteration 30Q (13338.990000 sec): 3 clusters
  Score: Raw -573560.689940 + Penalty 2771.192906 = -570789.497033
  nChanged 7
		SP:Iteration 31Q (13339.000000 sec): 3 clusters
  Score: Raw -573564.064035 + Penalty 2771.192906 = -570792.871128
  nChanged 5
		SP:Iteration 32Q (13339.010000 sec): 3 clusters
  Score: Raw -573565.880813 + Penalty 2771.192906 = -570794.687907
  nChanged 5
		SP:Iteration 33Q (13339.030000 sec): 3 clusters
  Score: Raw -573568.054158 + Penalty 2771.192906 = -570796.861252
  nChanged 6
		SP:Iteration 34Q (13339.040000 sec): 3 clusters
  Score: Raw -573570.575204 + Penalty 2771.192906 = -570799.382297
  nChanged 2
		SP:Iteration 35Q (13339.050000 sec): 3 clusters
  Score: Raw -573571.346771 + Penalty 2771.192906 = -570800.153865
  nChanged 1
		SP:Iteration 36Q (13339.070000 sec): 3 clusters
  Score: Raw -573571.605062 + Penalty 2771.192906 = -570800.412156
  nChanged 1
		SP:Iteration 37Q (13339.080000 sec): 3 clusters
  Score: Raw -573571.955091 + Penalty 2771.192906 = -570800.762185
  nChanged 1
		SP:Iteration 38Q (13339.090000 sec): 3 clusters
  Score: Raw -573572.457911 + Penalty 2771.192906 = -570801.265005
  nChanged 1
		SP:Iteration 39Q (13339.110000 sec): 3 clusters
  Score: Raw -573572.717242 + Penalty 2771.192906 = -570801.524336
  nChanged 1
		SP:Iteration 40F (13339.120000 sec): 3 clusters
  Score: Raw -573572.958181 + Penalty 2771.192906 = -570801.765275
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13339.140000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13339.160000 sec): 3 clusters
  Score: Raw -765319.964987 + Penalty 2868.974794 = -762450.990193
  nChanged 2871
		SP:Iteration 1F (13339.170000 sec): 3 clusters
  Score: Raw -766871.576576 + Penalty 2868.974794 = -764002.601782
  nChanged 474
		SP:Iteration 2F (13339.190000 sec): 3 clusters
  Score: Raw -767133.798987 + Penalty 2868.974794 = -764264.824193
  nChanged 429
		SP:Iteration 3F (13339.210000 sec): 3 clusters
  Score: Raw -767380.664204 + Penalty 2868.974794 = -764511.689410
  nChanged 397
		SP:Iteration 4F (13339.230000 sec): 3 clusters
  Score: Raw -767638.232499 + Penalty 2868.974794 = -764769.257705
  nChanged 397
		SP:Iteration 5F (13339.240000 sec): 3 clusters
  Score: Raw -767939.337601 + Penalty 2868.974794 = -765070.362807
  nChanged 388
		SP:Iteration 6F (13339.260000 sec): 3 clusters
  Score: Raw -768246.235528 + Penalty 2868.974794 = -765377.260734
  nChanged 348
		SP:Iteration 7F (13339.280000 sec): 3 clusters
  Score: Raw -768543.608398 + Penalty 2868.974794 = -765674.633604
  nChanged 273
		SP:Iteration 8Q (13339.290000 sec): 3 clusters
  Score: Raw -768818.583379 + Penalty 2868.974794 = -765949.608585
  nChanged 241
		SP:Iteration 9Q (13339.310000 sec): 3 clusters
  Score: Raw -769078.907590 + Penalty 2868.974794 = -766209.932796
  nChanged 159
		SP:Iteration 10Q (13339.330000 sec): 3 clusters
  Score: Raw -769211.077741 + Penalty 2868.974794 = -766342.102947
  nChanged 116
		SP:Iteration 11Q (13339.340000 sec): 3 clusters
  Score: Raw -769282.159736 + Penalty 2868.974794 = -766413.184942
  nChanged 78
		SP:Iteration 12Q (13339.360000 sec): 3 clusters
  Score: Raw -769328.715540 + Penalty 2868.974794 = -766459.740746
  nChanged 77
		SP:Iteration 13Q (13339.370000 sec): 3 clusters
  Score: Raw -769373.607256 + Penalty 2868.974794 = -766504.632462
  nChanged 61
		SP:Iteration 14Q (13339.390000 sec): 3 clusters
  Score: Raw -769402.200056 + Penalty 2868.974794 = -766533.225262
  nChanged 46
		SP:Iteration 15Q (13339.400000 sec): 3 clusters
  Score: Raw -769427.205525 + Penalty 2868.974794 = -766558.230731
  nChanged 36
		SP:Iteration 16Q (13339.420000 sec): 3 clusters
  Score: Raw -769444.218225 + Penalty 2868.974794 = -766575.243430
  nChanged 28
		SP:Iteration 17Q (13339.430000 sec): 3 clusters
  Score: Raw -769456.063849 + Penalty 2868.974794 = -766587.089055
  nChanged 20
		SP:Iteration 18Q (13339.450000 sec): 3 clusters
  Score: Raw -769465.429109 + Penalty 2868.974794 = -766596.454315
  nChanged 20
		SP:Iteration 19Q (13339.460000 sec): 3 clusters
  Score: Raw -769471.818566 + Penalty 2868.974794 = -766602.843772
  nChanged 12
		SP:Iteration 20F (13339.480000 sec): 3 clusters
  Score: Raw -769475.218824 + Penalty 2868.974794 = -766606.244030
  nChanged 8
		SP:Iteration 21Q (13339.490000 sec): 3 clusters
  Score: Raw -769477.181612 + Penalty 2868.974794 = -766608.206818
  nChanged 7
		SP:Iteration 22Q (13339.510000 sec): 3 clusters
  Score: Raw -769479.292004 + Penalty 2868.974794 = -766610.317210
  nChanged 7
		SP:Iteration 23Q (13339.520000 sec): 3 clusters
  Score: Raw -769481.210530 + Penalty 2868.974794 = -766612.235736
  nChanged 3
		SP:Iteration 24Q (13339.530000 sec): 3 clusters
  Score: Raw -769481.819739 + Penalty 2868.974794 = -766612.844945
  nChanged 1
		SP:Iteration 25Q (13339.550000 sec): 3 clusters
  Score: Raw -769481.920141 + Penalty 2868.974794 = -766612.945347
  nChanged 1
		SP:Iteration 26Q (13339.560000 sec): 3 clusters
  Score: Raw -769482.071319 + Penalty 2868.974794 = -766613.096525
  nChanged 0
		SP:Iteration 27F (13339.580000 sec): 3 clusters
  Score: Raw -769482.071319 + Penalty 2868.974794 = -766613.096525
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13339.600000 sec): 2 clusters
  Score: Raw -670544.718503 + Penalty 1413.318681 = -669131.399822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13339.610000 sec): 3 clusters
  Score: Raw -667283.395872 + Penalty 2826.637363 = -664456.758510
  nChanged 2510
		SP:Iteration 1F (13339.630000 sec): 3 clusters
  Score: Raw -668712.452167 + Penalty 2826.637363 = -665885.814805
  nChanged 503
		SP:Iteration 2F (13339.650000 sec): 3 clusters
  Score: Raw -669040.039035 + Penalty 2826.637363 = -666213.401673
  nChanged 421
		SP:Iteration 3F (13339.660000 sec): 3 clusters
  Score: Raw -669358.307173 + Penalty 2826.637363 = -666531.669811
  nChanged 374
		SP:Iteration 4F (13339.680000 sec): 3 clusters
  Score: Raw -669634.710255 + Penalty 2826.637363 = -666808.072892
  nChanged 349
		SP:Iteration 5F (13339.690000 sec): 3 clusters
  Score: Raw -669883.533597 + Penalty 2826.637363 = -667056.896235
  nChanged 324
		SP:Iteration 6F (13339.710000 sec): 3 clusters
  Score: Raw -670127.519131 + Penalty 2826.637363 = -667300.881769
  nChanged 262
		SP:Iteration 7Q (13339.720000 sec): 3 clusters
  Score: Raw -670324.555963 + Penalty 2826.637363 = -667497.918601
  nChanged 223
		SP:Iteration 8Q (13339.740000 sec): 3 clusters
  Score: Raw -670467.309991 + Penalty 2826.637363 = -667640.672628
  nChanged 159
		SP:Iteration 9Q (13339.750000 sec): 3 clusters
  Score: Raw -670548.121994 + Penalty 2826.637363 = -667721.484632
  nChanged 127
		SP:Iteration 10Q (13339.770000 sec): 3 clusters
  Score: Raw -670610.037020 + Penalty 2826.637363 = -667783.399657
  nChanged 106
		SP:Iteration 11Q (13339.780000 sec): 3 clusters
  Score: Raw -670659.480436 + Penalty 2826.637363 = -667832.843073
  nChanged 63
		SP:Iteration 12Q (13339.800000 sec): 3 clusters
  Score: Raw -670686.812655 + Penalty 2826.637363 = -667860.175292
  nChanged 66
		SP:Iteration 13Q (13339.810000 sec): 3 clusters
  Score: Raw -670717.452774 + Penalty 2826.637363 = -667890.815412
  nChanged 61
		SP:Iteration 14Q (13339.830000 sec): 3 clusters
  Score: Raw -670737.671103 + Penalty 2826.637363 = -667911.033741
  nChanged 38
		SP:Iteration 15Q (13339.840000 sec): 3 clusters
  Score: Raw -670750.608274 + Penalty 2826.637363 = -667923.970911
  nChanged 28
		SP:Iteration 16Q (13339.850000 sec): 3 clusters
  Score: Raw -670759.759300 + Penalty 2826.637363 = -667933.121937
  nChanged 21
		SP:Iteration 17Q (13339.870000 sec): 3 clusters
  Score: Raw -670766.470525 + Penalty 2826.637363 = -667939.833162
  nChanged 21
		SP:Iteration 18Q (13339.880000 sec): 3 clusters
  Score: Raw -670773.922620 + Penalty 2826.637363 = -667947.285257
  nChanged 17
		SP:Iteration 19Q (13339.900000 sec): 3 clusters
  Score: Raw -670779.782619 + Penalty 2826.637363 = -667953.145257
  nChanged 20
		SP:Iteration 20F (13339.910000 sec): 3 clusters
  Score: Raw -670786.503179 + Penalty 2826.637363 = -667959.865816
  nChanged 11
		SP:Iteration 21Q (13339.930000 sec): 3 clusters
  Score: Raw -670790.692547 + Penalty 2826.637363 = -667964.055185
  nChanged 11
		SP:Iteration 22Q (13339.940000 sec): 3 clusters
  Score: Raw -670794.895228 + Penalty 2826.637363 = -667968.257865
  nChanged 9
		SP:Iteration 23Q (13339.950000 sec): 3 clusters
  Score: Raw -670798.258500 + Penalty 2826.637363 = -667971.621138
  nChanged 9
		SP:Iteration 24Q (13339.970000 sec): 3 clusters
  Score: Raw -670802.821606 + Penalty 2826.637363 = -667976.184243
  nChanged 14
		SP:Iteration 25Q (13339.980000 sec): 3 clusters
  Score: Raw -670806.920180 + Penalty 2826.637363 = -667980.282817
  nChanged 3
		SP:Iteration 26Q (13340.000000 sec): 3 clusters
  Score: Raw -670808.004656 + Penalty 2826.637363 = -667981.367294
  nChanged 2
		SP:Iteration 27Q (13340.010000 sec): 3 clusters
  Score: Raw -670808.673912 + Penalty 2826.637363 = -667982.036549
  nChanged 2
		SP:Iteration 28Q (13340.030000 sec): 3 clusters
  Score: Raw -670809.492151 + Penalty 2826.637363 = -667982.854789
  nChanged 4
		SP:Iteration 29Q (13340.040000 sec): 3 clusters
  Score: Raw -670811.400252 + Penalty 2826.637363 = -667984.762890
  nChanged 5
		SP:Iteration 30Q (13340.050000 sec): 3 clusters
  Score: Raw -670812.804282 + Penalty 2826.637363 = -667986.166919
  nChanged 4
		SP:Iteration 31Q (13340.070000 sec): 3 clusters
  Score: Raw -670814.415939 + Penalty 2826.637363 = -667987.778577
  nChanged 5
		SP:Iteration 32Q (13340.080000 sec): 3 clusters
  Score: Raw -670816.272208 + Penalty 2826.637363 = -667989.634845
  nChanged 4
		SP:Iteration 33Q (13340.100000 sec): 3 clusters
  Score: Raw -670817.130475 + Penalty 2826.637363 = -667990.493112
  nChanged 2
		SP:Iteration 34Q (13340.110000 sec): 3 clusters
  Score: Raw -670817.527113 + Penalty 2826.637363 = -667990.889751
  nChanged 2
		SP:Iteration 35Q (13340.130000 sec): 3 clusters
  Score: Raw -670817.769148 + Penalty 2826.637363 = -667991.131786
  nChanged 1
		SP:Iteration 36Q (13340.140000 sec): 3 clusters
  Score: Raw -670818.092460 + Penalty 2826.637363 = -667991.455098
  nChanged 1
		SP:Iteration 37Q (13340.150000 sec): 3 clusters
  Score: Raw -670818.602207 + Penalty 2826.637363 = -667991.964845
  nChanged 1
		SP:Iteration 38Q (13340.170000 sec): 3 clusters
  Score: Raw -670818.868050 + Penalty 2826.637363 = -667992.230687
  nChanged 0
		SP:Iteration 39F (13340.180000 sec): 3 clusters
  Score: Raw -670818.868050 + Penalty 2826.637363 = -667992.230687
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13340.190000 sec): 2 clusters
  Score: Raw -17362.753808 + Penalty 842.039827 = -16520.713981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13340.190000 sec): 3 clusters
  Score: Raw -17544.820723 + Penalty 1684.079654 = -15860.741069
  nChanged 17
		SP:Iteration 1F (13340.190000 sec): 3 clusters
  Score: Raw -17602.677429 + Penalty 1684.079654 = -15918.597776
  nChanged 3
		SP:Iteration 2Q (13340.190000 sec): 3 clusters
  Score: Raw -17616.027816 + Penalty 1684.079654 = -15931.948163
  nChanged 1
		SP:Iteration 3Q (13340.190000 sec): 3 clusters
  Score: Raw -17620.630273 + Penalty 1684.079654 = -15936.550619
  nChanged 0
		SP:Iteration 4F (13340.190000 sec): 3 clusters
  Score: Raw -17620.630273 + Penalty 1684.079654 = -15936.550619
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13340.200000 sec): 2 clusters
  Score: Raw -230521.413439 + Penalty 1249.225050 = -229272.188389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13340.210000 sec): 3 clusters
  Score: Raw -229535.520984 + Penalty 2498.450099 = -227037.070885
  nChanged 787
		SP:Iteration 1F (13340.210000 sec): 3 clusters
  Score: Raw -229993.349429 + Penalty 2498.450099 = -227494.899330
  nChanged 158
		SP:Iteration 2F (13340.220000 sec): 3 clusters
  Score: Raw -230107.256110 + Penalty 2498.450099 = -227608.806011
  nChanged 118
		SP:Iteration 3F (13340.220000 sec): 3 clusters
  Score: Raw -230186.981881 + Penalty 2498.450099 = -227688.531782
  nChanged 91
		SP:Iteration 4Q (13340.230000 sec): 3 clusters
  Score: Raw -230254.981288 + Penalty 2498.450099 = -227756.531189
  nChanged 74
		SP:Iteration 5Q (13340.230000 sec): 3 clusters
  Score: Raw -230313.624325 + Penalty 2498.450099 = -227815.174226
  nChanged 81
		SP:Iteration 6Q (13340.240000 sec): 3 clusters
  Score: Raw -230377.568744 + Penalty 2498.450099 = -227879.118645
  nChanged 74
		SP:Iteration 7Q (13340.250000 sec): 3 clusters
  Score: Raw -230451.382755 + Penalty 2498.450099 = -227952.932656
  nChanged 72
		SP:Iteration 8Q (13340.260000 sec): 3 clusters
  Score: Raw -230521.065933 + Penalty 2498.450099 = -228022.615834
  nChanged 77
		SP:Iteration 9Q (13340.260000 sec): 3 clusters
  Score: Raw -230587.606887 + Penalty 2498.450099 = -228089.156788
  nChanged 59
		SP:Iteration 10Q (13340.260000 sec): 3 clusters
  Score: Raw -230631.655861 + Penalty 2498.450099 = -228133.205762
  nChanged 43
		SP:Iteration 11Q (13340.270000 sec): 3 clusters
  Score: Raw -230659.723971 + Penalty 2498.450099 = -228161.273872
  nChanged 36
		SP:Iteration 12Q (13340.280000 sec): 3 clusters
  Score: Raw -230685.576953 + Penalty 2498.450099 = -228187.126854
  nChanged 31
		SP:Iteration 13Q (13340.280000 sec): 3 clusters
  Score: Raw -230712.250769 + Penalty 2498.450099 = -228213.800670
  nChanged 24
		SP:Iteration 14Q (13340.290000 sec): 3 clusters
  Score: Raw -230727.832712 + Penalty 2498.450099 = -228229.382613
  nChanged 21
		SP:Iteration 15Q (13340.290000 sec): 3 clusters
  Score: Raw -230742.872020 + Penalty 2498.450099 = -228244.421921
  nChanged 23
		SP:Iteration 16Q (13340.300000 sec): 3 clusters
  Score: Raw -230756.161252 + Penalty 2498.450099 = -228257.711153
  nChanged 17
		SP:Iteration 17Q (13340.300000 sec): 3 clusters
  Score: Raw -230770.655528 + Penalty 2498.450099 = -228272.205429
  nChanged 24
		SP:Iteration 18Q (13340.310000 sec): 3 clusters
  Score: Raw -230783.042752 + Penalty 2498.450099 = -228284.592653
  nChanged 18
		SP:Iteration 19Q (13340.310000 sec): 3 clusters
  Score: Raw -230801.616886 + Penalty 2498.450099 = -228303.166787
  nChanged 24
		SP:Iteration 20F (13340.320000 sec): 3 clusters
  Score: Raw -230819.411009 + Penalty 2498.450099 = -228320.960910
  nChanged 20
		SP:Iteration 21Q (13340.320000 sec): 3 clusters
  Score: Raw -230829.649437 + Penalty 2498.450099 = -228331.199338
  nChanged 8
		SP:Iteration 22Q (13340.330000 sec): 3 clusters
  Score: Raw -230838.026683 + Penalty 2498.450099 = -228339.576584
  nChanged 10
		SP:Iteration 23Q (13340.330000 sec): 3 clusters
  Score: Raw -230846.930414 + Penalty 2498.450099 = -228348.480315
  nChanged 11
		SP:Iteration 24Q (13340.340000 sec): 3 clusters
  Score: Raw -230855.550831 + Penalty 2498.450099 = -228357.100732
  nChanged 13
		SP:Iteration 25Q (13340.340000 sec): 3 clusters
  Score: Raw -230864.115610 + Penalty 2498.450099 = -228365.665511
  nChanged 11
		SP:Iteration 26Q (13340.350000 sec): 3 clusters
  Score: Raw -230872.706753 + Penalty 2498.450099 = -228374.256654
  nChanged 9
		SP:Iteration 27Q (13340.350000 sec): 3 clusters
  Score: Raw -230876.940009 + Penalty 2498.450099 = -228378.489910
  nChanged 7
		SP:Iteration 28Q (13340.360000 sec): 3 clusters
  Score: Raw -230882.066123 + Penalty 2498.450099 = -228383.616024
  nChanged 7
		SP:Iteration 29Q (13340.360000 sec): 3 clusters
  Score: Raw -230885.550669 + Penalty 2498.450099 = -228387.100570
  nChanged 11
		SP:Iteration 30Q (13340.370000 sec): 3 clusters
  Score: Raw -230890.357094 + Penalty 2498.450099 = -228391.906995
  nChanged 10
		SP:Iteration 31Q (13340.370000 sec): 3 clusters
  Score: Raw -230895.586645 + Penalty 2498.450099 = -228397.136546
  nChanged 6
		SP:Iteration 32Q (13340.380000 sec): 3 clusters
  Score: Raw -230899.919216 + Penalty 2498.450099 = -228401.469117
  nChanged 7
		SP:Iteration 33Q (13340.380000 sec): 3 clusters
  Score: Raw -230903.574340 + Penalty 2498.450099 = -228405.124241
  nChanged 7
		SP:Iteration 34Q (13340.390000 sec): 3 clusters
  Score: Raw -230907.121720 + Penalty 2498.450099 = -228408.671621
  nChanged 6
		SP:Iteration 35Q (13340.390000 sec): 3 clusters
  Score: Raw -230910.166246 + Penalty 2498.450099 = -228411.716147
  nChanged 9
		SP:Iteration 36Q (13340.400000 sec): 3 clusters
  Score: Raw -230915.610481 + Penalty 2498.450099 = -228417.160382
  nChanged 7
		SP:Iteration 37Q (13340.400000 sec): 3 clusters
  Score: Raw -230920.966918 + Penalty 2498.450099 = -228422.516819
  nChanged 6
		SP:Iteration 38Q (13340.410000 sec): 3 clusters
  Score: Raw -230925.904947 + Penalty 2498.450099 = -228427.454848
  nChanged 9
		SP:Iteration 39Q (13340.410000 sec): 3 clusters
  Score: Raw -230931.673378 + Penalty 2498.450099 = -228433.223279
  nChanged 7
		SP:Iteration 40F (13340.420000 sec): 3 clusters
  Score: Raw -230935.465773 + Penalty 2498.450099 = -228437.015674
  nChanged 5
		SP:Iteration 41Q (13340.420000 sec): 3 clusters
  Score: Raw -230937.517204 + Penalty 2498.450099 = -228439.067105
  nChanged 2
		SP:Iteration 42Q (13340.430000 sec): 3 clusters
  Score: Raw -230938.621491 + Penalty 2498.450099 = -228440.171392
  nChanged 3
		SP:Iteration 43Q (13340.440000 sec): 3 clusters
  Score: Raw -230940.953334 + Penalty 2498.450099 = -228442.503235
  nChanged 4
		SP:Iteration 44Q (13340.440000 sec): 3 clusters
  Score: Raw -230942.403547 + Penalty 2498.450099 = -228443.953448
  nChanged 2
		SP:Iteration 45Q (13340.440000 sec): 3 clusters
  Score: Raw -230943.136511 + Penalty 2498.450099 = -228444.686412
  nChanged 1
		SP:Iteration 46Q (13340.450000 sec): 3 clusters
  Score: Raw -230943.872974 + Penalty 2498.450099 = -228445.422875
  nChanged 3
		SP:Iteration 47Q (13340.460000 sec): 3 clusters
  Score: Raw -230945.720445 + Penalty 2498.450099 = -228447.270346
  nChanged 2
		SP:Iteration 48Q (13340.460000 sec): 3 clusters
  Score: Raw -230946.577992 + Penalty 2498.450099 = -228448.127893
  nChanged 1
		SP:Iteration 49Q (13340.460000 sec): 3 clusters
  Score: Raw -230947.219398 + Penalty 2498.450099 = -228448.769299
  nChanged 1
		SP:Iteration 50Q (13340.470000 sec): 3 clusters
  Score: Raw -230947.521527 + Penalty 2498.450099 = -228449.071428
  nChanged 3
		SP:Iteration 51Q (13340.480000 sec): 3 clusters
  Score: Raw -230949.480690 + Penalty 2498.450099 = -228451.030591
  nChanged 6
		SP:Iteration 52Q (13340.480000 sec): 3 clusters
  Score: Raw -230951.460727 + Penalty 2498.450099 = -228453.010628
  nChanged 1
		SP:Iteration 53Q (13340.480000 sec): 3 clusters
  Score: Raw -230952.047277 + Penalty 2498.450099 = -228453.597178
  nChanged 1
		SP:Iteration 54Q (13340.490000 sec): 3 clusters
  Score: Raw -230952.829603 + Penalty 2498.450099 = -228454.379504
  nChanged 2
		SP:Iteration 55Q (13340.500000 sec): 3 clusters
  Score: Raw -230953.913333 + Penalty 2498.450099 = -228455.463234
  nChanged 4
		SP:Iteration 56Q (13340.500000 sec): 3 clusters
  Score: Raw -230956.498728 + Penalty 2498.450099 = -228458.048629
  nChanged 9
		SP:Iteration 57Q (13340.500000 sec): 3 clusters
  Score: Raw -230962.558106 + Penalty 2498.450099 = -228464.108007
  nChanged 8
		SP:Iteration 58Q (13340.510000 sec): 3 clusters
  Score: Raw -230969.999306 + Penalty 2498.450099 = -228471.549207
  nChanged 8
		SP:Iteration 59Q (13340.520000 sec): 3 clusters
  Score: Raw -230977.802085 + Penalty 2498.450099 = -228479.351986
  nChanged 16
		SP:Iteration 60F (13340.520000 sec): 3 clusters
  Score: Raw -230989.441027 + Penalty 2498.450099 = -228490.990928
  nChanged 14
		SP:Iteration 61Q (13340.520000 sec): 3 clusters
  Score: Raw -230998.107758 + Penalty 2498.450099 = -228499.657659
  nChanged 14
		SP:Iteration 62Q (13340.530000 sec): 3 clusters
  Score: Raw -231002.317211 + Penalty 2498.450099 = -228503.867112
  nChanged 4
		SP:Iteration 63Q (13340.540000 sec): 3 clusters
  Score: Raw -231004.423593 + Penalty 2498.450099 = -228505.973494
  nChanged 1
		SP:Iteration 64Q (13340.540000 sec): 3 clusters
  Score: Raw -231005.421655 + Penalty 2498.450099 = -228506.971556
  nChanged 1
		SP:Iteration 65Q (13340.540000 sec): 3 clusters
  Score: Raw -231006.070264 + Penalty 2498.450099 = -228507.620165
  nChanged 1
		SP:Iteration 66Q (13340.550000 sec): 3 clusters
  Score: Raw -231006.409469 + Penalty 2498.450099 = -228507.959370
  nChanged 0
		SP:Iteration 67F (13340.560000 sec): 3 clusters
  Score: Raw -231006.409469 + Penalty 2498.450099 = -228507.959370
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13340.560000 sec): 2 clusters
  Score: Raw -68343.278843 + Penalty 1044.829415 = -67298.449427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13340.560000 sec): 3 clusters
  Score: Raw -68253.302266 + Penalty 2089.658830 = -66163.643436
  nChanged 156
		SP:Iteration 1F (13340.560000 sec): 3 clusters
  Score: Raw -68464.727837 + Penalty 2089.658830 = -66375.069007
  nChanged 42
		SP:Iteration 2F (13340.560000 sec): 3 clusters
  Score: Raw -68520.136570 + Penalty 2089.658830 = -66430.477739
  nChanged 20
		SP:Iteration 3Q (13340.570000 sec): 3 clusters
  Score: Raw -68566.388829 + Penalty 2089.658830 = -66476.729998
  nChanged 24
		SP:Iteration 4Q (13340.570000 sec): 3 clusters
  Score: Raw -68609.654941 + Penalty 2089.658830 = -66519.996111
  nChanged 20
		SP:Iteration 5Q (13340.570000 sec): 3 clusters
  Score: Raw -68653.118428 + Penalty 2089.658830 = -66563.459598
  nChanged 25
		SP:Iteration 6Q (13340.570000 sec): 3 clusters
  Score: Raw -68691.206167 + Penalty 2089.658830 = -66601.547337
  nChanged 17
		SP:Iteration 7Q (13340.570000 sec): 3 clusters
  Score: Raw -68712.212376 + Penalty 2089.658830 = -66622.553545
  nChanged 14
		SP:Iteration 8Q (13340.580000 sec): 3 clusters
  Score: Raw -68735.457802 + Penalty 2089.658830 = -66645.798972
  nChanged 13
		SP:Iteration 9Q (13340.580000 sec): 3 clusters
  Score: Raw -68759.353672 + Penalty 2089.658830 = -66669.694842
  nChanged 9
		SP:Iteration 10Q (13340.580000 sec): 3 clusters
  Score: Raw -68775.514869 + Penalty 2089.658830 = -66685.856038
  nChanged 9
		SP:Iteration 11Q (13340.580000 sec): 3 clusters
  Score: Raw -68790.225090 + Penalty 2089.658830 = -66700.566260
  nChanged 8
		SP:Iteration 12Q (13340.580000 sec): 3 clusters
  Score: Raw -68804.228991 + Penalty 2089.658830 = -66714.570160
  nChanged 3
		SP:Iteration 13Q (13340.580000 sec): 3 clusters
  Score: Raw -68809.930081 + Penalty 2089.658830 = -66720.271251
  nChanged 1
		SP:Iteration 14Q (13340.580000 sec): 3 clusters
  Score: Raw -68811.070484 + Penalty 2089.658830 = -66721.411654
  nChanged 0
		SP:Iteration 15F (13340.580000 sec): 3 clusters
  Score: Raw -68811.070484 + Penalty 2089.658830 = -66721.411654
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13340.600000 sec): 2 clusters
  Score: Raw -638353.923564 + Penalty 1414.184917 = -636939.738647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13340.620000 sec): 3 clusters
  Score: Raw -635092.146471 + Penalty 2828.369834 = -632263.776637
  nChanged 2490
		SP:Iteration 1F (13340.640000 sec): 3 clusters
  Score: Raw -636567.055481 + Penalty 2828.369834 = -633738.685647
  nChanged 528
		SP:Iteration 2F (13340.650000 sec): 3 clusters
  Score: Raw -636943.897737 + Penalty 2828.369834 = -634115.527903
  nChanged 444
		SP:Iteration 3F (13340.670000 sec): 3 clusters
  Score: Raw -637295.588257 + Penalty 2828.369834 = -634467.218423
  nChanged 396
		SP:Iteration 4F (13340.680000 sec): 3 clusters
  Score: Raw -637642.743137 + Penalty 2828.369834 = -634814.373304
  nChanged 385
		SP:Iteration 5F (13340.700000 sec): 3 clusters
  Score: Raw -637910.289447 + Penalty 2828.369834 = -635081.919613
  nChanged 303
		SP:Iteration 6F (13340.710000 sec): 3 clusters
  Score: Raw -638076.009562 + Penalty 2828.369834 = -635247.639728
  nChanged 226
		SP:Iteration 7Q (13340.730000 sec): 3 clusters
  Score: Raw -638179.310423 + Penalty 2828.369834 = -635350.940589
  nChanged 168
		SP:Iteration 8Q (13340.740000 sec): 3 clusters
  Score: Raw -638259.263508 + Penalty 2828.369834 = -635430.893675
  nChanged 131
		SP:Iteration 9Q (13340.760000 sec): 3 clusters
  Score: Raw -638313.654283 + Penalty 2828.369834 = -635485.284449
  nChanged 113
		SP:Iteration 10Q (13340.770000 sec): 3 clusters
  Score: Raw -638353.730220 + Penalty 2828.369834 = -635525.360386
  nChanged 111
		SP:Iteration 11Q (13340.790000 sec): 3 clusters
  Score: Raw -638394.573565 + Penalty 2828.369834 = -635566.203731
  nChanged 77
		SP:Iteration 12Q (13340.800000 sec): 3 clusters
  Score: Raw -638419.987616 + Penalty 2828.369834 = -635591.617782
  nChanged 74
		SP:Iteration 13Q (13340.820000 sec): 3 clusters
  Score: Raw -638448.809648 + Penalty 2828.369834 = -635620.439814
  nChanged 84
		SP:Iteration 14Q (13340.830000 sec): 3 clusters
  Score: Raw -638478.025425 + Penalty 2828.369834 = -635649.655591
  nChanged 83
		SP:Iteration 15Q (13340.840000 sec): 3 clusters
  Score: Raw -638504.075261 + Penalty 2828.369834 = -635675.705428
  nChanged 65
		SP:Iteration 16Q (13340.860000 sec): 3 clusters
  Score: Raw -638519.841330 + Penalty 2828.369834 = -635691.471496
  nChanged 44
		SP:Iteration 17Q (13340.880000 sec): 3 clusters
  Score: Raw -638528.973422 + Penalty 2828.369834 = -635700.603588
  nChanged 27
		SP:Iteration 18Q (13340.890000 sec): 3 clusters
  Score: Raw -638534.638351 + Penalty 2828.369834 = -635706.268517
  nChanged 16
		SP:Iteration 19Q (13340.900000 sec): 3 clusters
  Score: Raw -638537.819223 + Penalty 2828.369834 = -635709.449389
  nChanged 18
		SP:Iteration 20F (13340.920000 sec): 3 clusters
  Score: Raw -638541.579321 + Penalty 2828.369834 = -635713.209488
  nChanged 18
		SP:Iteration 21Q (13340.940000 sec): 3 clusters
  Score: Raw -638544.850772 + Penalty 2828.369834 = -635716.480938
  nChanged 20
		SP:Iteration 22Q (13340.950000 sec): 3 clusters
  Score: Raw -638549.681213 + Penalty 2828.369834 = -635721.311379
  nChanged 26
		SP:Iteration 23Q (13340.960000 sec): 3 clusters
  Score: Raw -638554.892874 + Penalty 2828.369834 = -635726.523040
  nChanged 26
		SP:Iteration 24Q (13340.980000 sec): 3 clusters
  Score: Raw -638560.913924 + Penalty 2828.369834 = -635732.544090
  nChanged 26
		SP:Iteration 25Q (13340.990000 sec): 3 clusters
  Score: Raw -638567.329500 + Penalty 2828.369834 = -635738.959666
  nChanged 28
		SP:Iteration 26Q (13341.010000 sec): 3 clusters
  Score: Raw -638574.522111 + Penalty 2828.369834 = -635746.152277
  nChanged 21
		SP:Iteration 27Q (13341.020000 sec): 3 clusters
  Score: Raw -638581.230861 + Penalty 2828.369834 = -635752.861028
  nChanged 24
		SP:Iteration 28Q (13341.040000 sec): 3 clusters
  Score: Raw -638586.282025 + Penalty 2828.369834 = -635757.912191
  nChanged 23
		SP:Iteration 29Q (13341.050000 sec): 3 clusters
  Score: Raw -638590.455443 + Penalty 2828.369834 = -635762.085609
  nChanged 27
		SP:Iteration 30Q (13341.070000 sec): 3 clusters
  Score: Raw -638597.388024 + Penalty 2828.369834 = -635769.018191
  nChanged 28
		SP:Iteration 31Q (13341.080000 sec): 3 clusters
  Score: Raw -638603.904505 + Penalty 2828.369834 = -635775.534672
  nChanged 24
		SP:Iteration 32Q (13341.100000 sec): 3 clusters
  Score: Raw -638609.751384 + Penalty 2828.369834 = -635781.381550
  nChanged 25
		SP:Iteration 33Q (13341.110000 sec): 3 clusters
  Score: Raw -638615.518109 + Penalty 2828.369834 = -635787.148275
  nChanged 25
		SP:Iteration 34Q (13341.120000 sec): 3 clusters
  Score: Raw -638621.489338 + Penalty 2828.369834 = -635793.119505
  nChanged 24
		SP:Iteration 35Q (13341.140000 sec): 3 clusters
  Score: Raw -638626.566088 + Penalty 2828.369834 = -635798.196254
  nChanged 23
		SP:Iteration 36Q (13341.150000 sec): 3 clusters
  Score: Raw -638631.176217 + Penalty 2828.369834 = -635802.806383
  nChanged 18
		SP:Iteration 37Q (13341.170000 sec): 3 clusters
  Score: Raw -638635.780852 + Penalty 2828.369834 = -635807.411018
  nChanged 16
		SP:Iteration 38Q (13341.180000 sec): 3 clusters
  Score: Raw -638638.667025 + Penalty 2828.369834 = -635810.297191
  nChanged 14
		SP:Iteration 39Q (13341.200000 sec): 3 clusters
  Score: Raw -638641.508912 + Penalty 2828.369834 = -635813.139078
  nChanged 15
		SP:Iteration 40F (13341.210000 sec): 3 clusters
  Score: Raw -638645.373688 + Penalty 2828.369834 = -635817.003854
  nChanged 16
		SP:Iteration 41Q (13341.230000 sec): 3 clusters
  Score: Raw -638647.841992 + Penalty 2828.369834 = -635819.472158
  nChanged 14
		SP:Iteration 42Q (13341.240000 sec): 3 clusters
  Score: Raw -638649.825596 + Penalty 2828.369834 = -635821.455762
  nChanged 10
		SP:Iteration 43Q (13341.260000 sec): 3 clusters
  Score: Raw -638651.226816 + Penalty 2828.369834 = -635822.856982
  nChanged 7
		SP:Iteration 44Q (13341.270000 sec): 3 clusters
  Score: Raw -638652.776991 + Penalty 2828.369834 = -635824.407157
  nChanged 15
		SP:Iteration 45Q (13341.280000 sec): 3 clusters
  Score: Raw -638657.750239 + Penalty 2828.369834 = -635829.380405
  nChanged 25
		SP:Iteration 46Q (13341.300000 sec): 3 clusters
  Score: Raw -638666.190011 + Penalty 2828.369834 = -635837.820177
  nChanged 31
		SP:Iteration 47Q (13341.320000 sec): 3 clusters
  Score: Raw -638674.326996 + Penalty 2828.369834 = -635845.957162
  nChanged 27
		SP:Iteration 48Q (13341.330000 sec): 3 clusters
  Score: Raw -638680.884479 + Penalty 2828.369834 = -635852.514646
  nChanged 21
		SP:Iteration 49Q (13341.340000 sec): 3 clusters
  Score: Raw -638686.459432 + Penalty 2828.369834 = -635858.089598
  nChanged 22
		SP:Iteration 50Q (13341.360000 sec): 3 clusters
  Score: Raw -638691.504758 + Penalty 2828.369834 = -635863.134924
  nChanged 21
		SP:Iteration 51Q (13341.370000 sec): 3 clusters
  Score: Raw -638696.642258 + Penalty 2828.369834 = -635868.272424
  nChanged 21
		SP:Iteration 52Q (13341.390000 sec): 3 clusters
  Score: Raw -638701.815231 + Penalty 2828.369834 = -635873.445397
  nChanged 19
		SP:Iteration 53Q (13341.400000 sec): 3 clusters
  Score: Raw -638706.106619 + Penalty 2828.369834 = -635877.736786
  nChanged 22
		SP:Iteration 54Q (13341.420000 sec): 3 clusters
  Score: Raw -638710.942742 + Penalty 2828.369834 = -635882.572909
  nChanged 20
		SP:Iteration 55Q (13341.430000 sec): 3 clusters
  Score: Raw -638714.708083 + Penalty 2828.369834 = -635886.338249
  nChanged 20
		SP:Iteration 56Q (13341.440000 sec): 3 clusters
  Score: Raw -638721.263324 + Penalty 2828.369834 = -635892.893490
  nChanged 23
		SP:Iteration 57Q (13341.460000 sec): 3 clusters
  Score: Raw -638731.404732 + Penalty 2828.369834 = -635903.034899
  nChanged 29
		SP:Iteration 58Q (13341.470000 sec): 3 clusters
  Score: Raw -638742.496104 + Penalty 2828.369834 = -635914.126270
  nChanged 23
		SP:Iteration 59Q (13341.490000 sec): 3 clusters
  Score: Raw -638750.995107 + Penalty 2828.369834 = -635922.625273
  nChanged 24
		SP:Iteration 60F (13341.500000 sec): 3 clusters
  Score: Raw -638756.692036 + Penalty 2828.369834 = -635928.322202
  nChanged 18
		SP:Iteration 61Q (13341.520000 sec): 3 clusters
  Score: Raw -638761.060905 + Penalty 2828.369834 = -635932.691071
  nChanged 21
		SP:Iteration 62Q (13341.530000 sec): 3 clusters
  Score: Raw -638766.892023 + Penalty 2828.369834 = -635938.522189
  nChanged 21
		SP:Iteration 63Q (13341.550000 sec): 3 clusters
  Score: Raw -638774.063627 + Penalty 2828.369834 = -635945.693793
  nChanged 21
		SP:Iteration 64Q (13341.560000 sec): 3 clusters
  Score: Raw -638779.623331 + Penalty 2828.369834 = -635951.253497
  nChanged 20
		SP:Iteration 65Q (13341.580000 sec): 3 clusters
  Score: Raw -638785.396359 + Penalty 2828.369834 = -635957.026525
  nChanged 23
		SP:Iteration 66Q (13341.590000 sec): 3 clusters
  Score: Raw -638790.886445 + Penalty 2828.369834 = -635962.516611
  nChanged 16
		SP:Iteration 67Q (13341.600000 sec): 3 clusters
  Score: Raw -638794.728822 + Penalty 2828.369834 = -635966.358988
  nChanged 14
		SP:Iteration 68Q (13341.620000 sec): 3 clusters
  Score: Raw -638798.320135 + Penalty 2828.369834 = -635969.950301
  nChanged 18
		SP:Iteration 69Q (13341.630000 sec): 3 clusters
  Score: Raw -638802.571240 + Penalty 2828.369834 = -635974.201406
  nChanged 16
		SP:Iteration 70Q (13341.650000 sec): 3 clusters
  Score: Raw -638806.484977 + Penalty 2828.369834 = -635978.115143
  nChanged 11
		SP:Iteration 71Q (13341.660000 sec): 3 clusters
  Score: Raw -638809.639909 + Penalty 2828.369834 = -635981.270075
  nChanged 10
		SP:Iteration 72Q (13341.680000 sec): 3 clusters
  Score: Raw -638812.886679 + Penalty 2828.369834 = -635984.516845
  nChanged 12
		SP:Iteration 73Q (13341.690000 sec): 3 clusters
  Score: Raw -638815.042849 + Penalty 2828.369834 = -635986.673016
  nChanged 12
		SP:Iteration 74Q (13341.700000 sec): 3 clusters
  Score: Raw -638817.977674 + Penalty 2828.369834 = -635989.607841
  nChanged 15
		SP:Iteration 75Q (13341.720000 sec): 3 clusters
  Score: Raw -638820.954556 + Penalty 2828.369834 = -635992.584722
  nChanged 12
		SP:Iteration 76Q (13341.730000 sec): 3 clusters
  Score: Raw -638823.744404 + Penalty 2828.369834 = -635995.374570
  nChanged 12
		SP:Iteration 77Q (13341.740000 sec): 3 clusters
  Score: Raw -638826.025537 + Penalty 2828.369834 = -635997.655704
  nChanged 7
		SP:Iteration 78Q (13341.760000 sec): 3 clusters
  Score: Raw -638827.786064 + Penalty 2828.369834 = -635999.416230
  nChanged 11
		SP:Iteration 79Q (13341.770000 sec): 3 clusters
  Score: Raw -638830.373366 + Penalty 2828.369834 = -636002.003532
  nChanged 9
		SP:Iteration 80F (13341.790000 sec): 3 clusters
  Score: Raw -638832.145470 + Penalty 2828.369834 = -636003.775637
  nChanged 12
		SP:Iteration 81Q (13341.800000 sec): 3 clusters
  Score: Raw -638835.062298 + Penalty 2828.369834 = -636006.692464
  nChanged 9
		SP:Iteration 82Q (13341.820000 sec): 3 clusters
  Score: Raw -638836.922984 + Penalty 2828.369834 = -636008.553150
  nChanged 5
		SP:Iteration 83Q (13341.830000 sec): 3 clusters
  Score: Raw -638838.340478 + Penalty 2828.369834 = -636009.970644
  nChanged 10
		SP:Iteration 84Q (13341.840000 sec): 3 clusters
  Score: Raw -638842.152652 + Penalty 2828.369834 = -636013.782819
  nChanged 9
		SP:Iteration 85Q (13341.860000 sec): 3 clusters
  Score: Raw -638844.549933 + Penalty 2828.369834 = -636016.180099
  nChanged 11
		SP:Iteration 86Q (13341.870000 sec): 3 clusters
  Score: Raw -638847.360021 + Penalty 2828.369834 = -636018.990187
  nChanged 7
		SP:Iteration 87Q (13341.890000 sec): 3 clusters
  Score: Raw -638848.865364 + Penalty 2828.369834 = -636020.495531
  nChanged 12
		SP:Iteration 88Q (13341.900000 sec): 3 clusters
  Score: Raw -638851.325573 + Penalty 2828.369834 = -636022.955740
  nChanged 14
		SP:Iteration 89Q (13341.920000 sec): 3 clusters
  Score: Raw -638854.859531 + Penalty 2828.369834 = -636026.489697
  nChanged 15
		SP:Iteration 90Q (13341.930000 sec): 3 clusters
  Score: Raw -638858.275229 + Penalty 2828.369834 = -636029.905395
  nChanged 15
		SP:Iteration 91Q (13341.940000 sec): 3 clusters
  Score: Raw -638861.301423 + Penalty 2828.369834 = -636032.931590
  nChanged 17
		SP:Iteration 92Q (13341.960000 sec): 3 clusters
  Score: Raw -638865.402653 + Penalty 2828.369834 = -636037.032819
  nChanged 21
		SP:Iteration 93Q (13341.970000 sec): 3 clusters
  Score: Raw -638871.568060 + Penalty 2828.369834 = -636043.198227
  nChanged 29
		SP:Iteration 94Q (13341.990000 sec): 3 clusters
  Score: Raw -638877.004009 + Penalty 2828.369834 = -636048.634176
  nChanged 15
		SP:Iteration 95Q (13342.000000 sec): 3 clusters
  Score: Raw -638879.800086 + Penalty 2828.369834 = -636051.430252
  nChanged 14
		SP:Iteration 96Q (13342.020000 sec): 3 clusters
  Score: Raw -638882.928420 + Penalty 2828.369834 = -636054.558587
  nChanged 14
		SP:Iteration 97Q (13342.030000 sec): 3 clusters
  Score: Raw -638885.167047 + Penalty 2828.369834 = -636056.797213
  nChanged 9
		SP:Iteration 98Q (13342.040000 sec): 3 clusters
  Score: Raw -638886.455363 + Penalty 2828.369834 = -636058.085529
  nChanged 13
		SP:Iteration 99Q (13342.060000 sec): 3 clusters
  Score: Raw -638888.419485 + Penalty 2828.369834 = -636060.049651
  nChanged 12
		SP:Iteration 100F (13342.070000 sec): 3 clusters
  Score: Raw -638892.352220 + Penalty 2828.369834 = -636063.982387
  nChanged 15
		SP:Iteration 101Q (13342.090000 sec): 3 clusters
  Score: Raw -638897.377093 + Penalty 2828.369834 = -636069.007259
  nChanged 21
		SP:Iteration 102Q (13342.100000 sec): 3 clusters
  Score: Raw -638904.685316 + Penalty 2828.369834 = -636076.315483
  nChanged 29
		SP:Iteration 103Q (13342.120000 sec): 3 clusters
  Score: Raw -638914.961454 + Penalty 2828.369834 = -636086.591621
  nChanged 44
		SP:Iteration 104Q (13342.130000 sec): 3 clusters
  Score: Raw -638932.691498 + Penalty 2828.369834 = -636104.321664
  nChanged 36
		SP:Iteration 105Q (13342.140000 sec): 3 clusters
  Score: Raw -638943.685141 + Penalty 2828.369834 = -636115.315307
  nChanged 29
		SP:Iteration 106Q (13342.160000 sec): 3 clusters
  Score: Raw -638951.600474 + Penalty 2828.369834 = -636123.230640
  nChanged 19
		SP:Iteration 107Q (13342.170000 sec): 3 clusters
  Score: Raw -638956.157225 + Penalty 2828.369834 = -636127.787391
  nChanged 17
		SP:Iteration 108Q (13342.180000 sec): 3 clusters
  Score: Raw -638959.544620 + Penalty 2828.369834 = -636131.174786
  nChanged 15
		SP:Iteration 109Q (13342.200000 sec): 3 clusters
  Score: Raw -638963.876390 + Penalty 2828.369834 = -636135.506556
  nChanged 16
		SP:Iteration 110Q (13342.210000 sec): 3 clusters
  Score: Raw -638969.087324 + Penalty 2828.369834 = -636140.717490
  nChanged 20
		SP:Iteration 111Q (13342.220000 sec): 3 clusters
  Score: Raw -638974.864659 + Penalty 2828.369834 = -636146.494825
  nChanged 18
		SP:Iteration 112Q (13342.240000 sec): 3 clusters
  Score: Raw -638981.344158 + Penalty 2828.369834 = -636152.974324
  nChanged 21
		SP:Iteration 113Q (13342.250000 sec): 3 clusters
  Score: Raw -638989.191046 + Penalty 2828.369834 = -636160.821212
  nChanged 23
		SP:Iteration 114Q (13342.270000 sec): 3 clusters
  Score: Raw -639000.206994 + Penalty 2828.369834 = -636171.837161
  nChanged 24
		SP:Iteration 115Q (13342.280000 sec): 3 clusters
  Score: Raw -639011.832036 + Penalty 2828.369834 = -636183.462203
  nChanged 22
		SP:Iteration 116Q (13342.290000 sec): 3 clusters
  Score: Raw -639019.704843 + Penalty 2828.369834 = -636191.335010
  nChanged 21
		SP:Iteration 117Q (13342.310000 sec): 3 clusters
  Score: Raw -639028.423510 + Penalty 2828.369834 = -636200.053677
  nChanged 30
		SP:Iteration 118Q (13342.320000 sec): 3 clusters
  Score: Raw -639040.656577 + Penalty 2828.369834 = -636212.286743
  nChanged 23
		SP:Iteration 119Q (13342.340000 sec): 3 clusters
  Score: Raw -639047.624435 + Penalty 2828.369834 = -636219.254601
  nChanged 21
		SP:Iteration 120F (13342.350000 sec): 3 clusters
  Score: Raw -639057.724723 + Penalty 2828.369834 = -636229.354890
  nChanged 22
		SP:Iteration 121Q (13342.360000 sec): 3 clusters
  Score: Raw -639069.128337 + Penalty 2828.369834 = -636240.758503
  nChanged 28
		SP:Iteration 122Q (13342.380000 sec): 3 clusters
  Score: Raw -639079.667796 + Penalty 2828.369834 = -636251.297962
  nChanged 23
		SP:Iteration 123Q (13342.390000 sec): 3 clusters
  Score: Raw -639087.815432 + Penalty 2828.369834 = -636259.445598
  nChanged 22
		SP:Iteration 124Q (13342.400000 sec): 3 clusters
  Score: Raw -639098.114342 + Penalty 2828.369834 = -636269.744508
  nChanged 21
		SP:Iteration 125Q (13342.420000 sec): 3 clusters
  Score: Raw -639108.823429 + Penalty 2828.369834 = -636280.453596
  nChanged 19
		SP:Iteration 126Q (13342.430000 sec): 3 clusters
  Score: Raw -639116.384793 + Penalty 2828.369834 = -636288.014959
  nChanged 22
		SP:Iteration 127Q (13342.440000 sec): 3 clusters
  Score: Raw -639122.735986 + Penalty 2828.369834 = -636294.366152
  nChanged 11
		SP:Iteration 128Q (13342.460000 sec): 3 clusters
  Score: Raw -639127.245884 + Penalty 2828.369834 = -636298.876050
  nChanged 14
		SP:Iteration 129Q (13342.470000 sec): 3 clusters
  Score: Raw -639132.951629 + Penalty 2828.369834 = -636304.581795
  nChanged 15
		SP:Iteration 130Q (13342.480000 sec): 3 clusters
  Score: Raw -639137.249134 + Penalty 2828.369834 = -636308.879300
  nChanged 14
		SP:Iteration 131Q (13342.500000 sec): 3 clusters
  Score: Raw -639141.908958 + Penalty 2828.369834 = -636313.539124
  nChanged 8
		SP:Iteration 132Q (13342.510000 sec): 3 clusters
  Score: Raw -639143.860324 + Penalty 2828.369834 = -636315.490491
  nChanged 5
		SP:Iteration 133Q (13342.520000 sec): 3 clusters
  Score: Raw -639145.121591 + Penalty 2828.369834 = -636316.751758
  nChanged 3
		SP:Iteration 134Q (13342.540000 sec): 3 clusters
  Score: Raw -639145.848368 + Penalty 2828.369834 = -636317.478534
  nChanged 1
		SP:Iteration 135Q (13342.550000 sec): 3 clusters
  Score: Raw -639145.969016 + Penalty 2828.369834 = -636317.599182
  nChanged 0
		SP:Iteration 136F (13342.560000 sec): 3 clusters
  Score: Raw -639145.969016 + Penalty 2828.369834 = -636317.599182
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13342.570000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13342.580000 sec): 3 clusters
  Score: Raw -153142.980206 + Penalty 2347.571096 = -150795.409110
  nChanged 455
		SP:Iteration 1F (13342.580000 sec): 3 clusters
  Score: Raw -153574.071373 + Penalty 2347.571096 = -151226.500277
  nChanged 146
		SP:Iteration 2F (13342.580000 sec): 3 clusters
  Score: Raw -153963.103129 + Penalty 2347.571096 = -151615.532033
  nChanged 109
		SP:Iteration 3F (13342.590000 sec): 3 clusters
  Score: Raw -154175.379370 + Penalty 2347.571096 = -151827.808275
  nChanged 88
		SP:Iteration 4F (13342.590000 sec): 3 clusters
  Score: Raw -154333.502130 + Penalty 2347.571096 = -151985.931034
  nChanged 71
		SP:Iteration 5F (13342.590000 sec): 3 clusters
  Score: Raw -154464.702730 + Penalty 2347.571096 = -152117.131634
  nChanged 35
		SP:Iteration 6Q (13342.600000 sec): 3 clusters
  Score: Raw -154521.227738 + Penalty 2347.571096 = -152173.656642
  nChanged 21
		SP:Iteration 7Q (13342.600000 sec): 3 clusters
  Score: Raw -154545.419278 + Penalty 2347.571096 = -152197.848182
  nChanged 19
		SP:Iteration 8Q (13342.600000 sec): 3 clusters
  Score: Raw -154560.869523 + Penalty 2347.571096 = -152213.298427
  nChanged 13
		SP:Iteration 9Q (13342.600000 sec): 3 clusters
  Score: Raw -154571.894330 + Penalty 2347.571096 = -152224.323234
  nChanged 7
		SP:Iteration 10Q (13342.610000 sec): 3 clusters
  Score: Raw -154578.546987 + Penalty 2347.571096 = -152230.975891
  nChanged 6
		SP:Iteration 11Q (13342.610000 sec): 3 clusters
  Score: Raw -154582.046143 + Penalty 2347.571096 = -152234.475048
  nChanged 2
		SP:Iteration 12Q (13342.620000 sec): 3 clusters
  Score: Raw -154584.915099 + Penalty 2347.571096 = -152237.344003
  nChanged 6
		SP:Iteration 13Q (13342.620000 sec): 3 clusters
  Score: Raw -154590.240046 + Penalty 2347.571096 = -152242.668951
  nChanged 7
		SP:Iteration 14Q (13342.620000 sec): 3 clusters
  Score: Raw -154595.678753 + Penalty 2347.571096 = -152248.107657
  nChanged 6
		SP:Iteration 15Q (13342.620000 sec): 3 clusters
  Score: Raw -154602.710022 + Penalty 2347.571096 = -152255.138926
  nChanged 5
		SP:Iteration 16Q (13342.630000 sec): 3 clusters
  Score: Raw -154606.114509 + Penalty 2347.571096 = -152258.543413
  nChanged 2
		SP:Iteration 17Q (13342.630000 sec): 3 clusters
  Score: Raw -154608.743377 + Penalty 2347.571096 = -152261.172281
  nChanged 3
		SP:Iteration 18Q (13342.630000 sec): 3 clusters
  Score: Raw -154613.023576 + Penalty 2347.571096 = -152265.452480
  nChanged 5
		SP:Iteration 19Q (13342.640000 sec): 3 clusters
  Score: Raw -154618.816620 + Penalty 2347.571096 = -152271.245524
  nChanged 7
		SP:Iteration 20F (13342.640000 sec): 3 clusters
  Score: Raw -154623.817535 + Penalty 2347.571096 = -152276.246439
  nChanged 2
		SP:Iteration 21Q (13342.640000 sec): 3 clusters
  Score: Raw -154625.276674 + Penalty 2347.571096 = -152277.705578
  nChanged 2
		SP:Iteration 22Q (13342.640000 sec): 3 clusters
  Score: Raw -154627.345894 + Penalty 2347.571096 = -152279.774798
  nChanged 2
		SP:Iteration 23Q (13342.650000 sec): 3 clusters
  Score: Raw -154628.581141 + Penalty 2347.571096 = -152281.010045
  nChanged 0
		SP:Iteration 24F (13342.650000 sec): 3 clusters
  Score: Raw -154628.581141 + Penalty 2347.571096 = -152281.010045
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13342.660000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13342.660000 sec): 3 clusters
  Score: Raw -131333.134402 + Penalty 2331.287316 = -129001.847086
  nChanged 421
		SP:Iteration 1F (13342.660000 sec): 3 clusters
  Score: Raw -131723.099130 + Penalty 2331.287316 = -129391.811814
  nChanged 111
		SP:Iteration 2F (13342.670000 sec): 3 clusters
  Score: Raw -131866.013964 + Penalty 2331.287316 = -129534.726648
  nChanged 78
		SP:Iteration 3F (13342.670000 sec): 3 clusters
  Score: Raw -131997.359981 + Penalty 2331.287316 = -129666.072664
  nChanged 80
		SP:Iteration 4F (13342.680000 sec): 3 clusters
  Score: Raw -132156.150456 + Penalty 2331.287316 = -129824.863139
  nChanged 71
		SP:Iteration 5F (13342.680000 sec): 3 clusters
  Score: Raw -132266.504163 + Penalty 2331.287316 = -129935.216847
  nChanged 52
		SP:Iteration 6Q (13342.680000 sec): 3 clusters
  Score: Raw -132337.247808 + Penalty 2331.287316 = -130005.960492
  nChanged 30
		SP:Iteration 7Q (13342.680000 sec): 3 clusters
  Score: Raw -132365.245742 + Penalty 2331.287316 = -130033.958426
  nChanged 20
		SP:Iteration 8Q (13342.690000 sec): 3 clusters
  Score: Raw -132391.346644 + Penalty 2331.287316 = -130060.059327
  nChanged 17
		SP:Iteration 9Q (13342.690000 sec): 3 clusters
  Score: Raw -132413.377704 + Penalty 2331.287316 = -130082.090388
  nChanged 19
		SP:Iteration 10Q (13342.690000 sec): 3 clusters
  Score: Raw -132439.134188 + Penalty 2331.287316 = -130107.846872
  nChanged 11
		SP:Iteration 11Q (13342.700000 sec): 3 clusters
  Score: Raw -132454.039136 + Penalty 2331.287316 = -130122.751820
  nChanged 16
		SP:Iteration 12Q (13342.700000 sec): 3 clusters
  Score: Raw -132487.734141 + Penalty 2331.287316 = -130156.446824
  nChanged 16
		SP:Iteration 13Q (13342.700000 sec): 3 clusters
  Score: Raw -132514.606423 + Penalty 2331.287316 = -130183.319106
  nChanged 18
		SP:Iteration 14Q (13342.700000 sec): 3 clusters
  Score: Raw -132543.703898 + Penalty 2331.287316 = -130212.416582
  nChanged 21
		SP:Iteration 15Q (13342.710000 sec): 3 clusters
  Score: Raw -132590.101691 + Penalty 2331.287316 = -130258.814375
  nChanged 18
		SP:Iteration 16Q (13342.710000 sec): 3 clusters
  Score: Raw -132612.091077 + Penalty 2331.287316 = -130280.803761
  nChanged 15
		SP:Iteration 17Q (13342.710000 sec): 3 clusters
  Score: Raw -132633.657327 + Penalty 2331.287316 = -130302.370011
  nChanged 14
		SP:Iteration 18Q (13342.720000 sec): 3 clusters
  Score: Raw -132653.658839 + Penalty 2331.287316 = -130322.371523
  nChanged 9
		SP:Iteration 19Q (13342.720000 sec): 3 clusters
  Score: Raw -132663.049820 + Penalty 2331.287316 = -130331.762503
  nChanged 7
		SP:Iteration 20F (13342.720000 sec): 3 clusters
  Score: Raw -132677.245405 + Penalty 2331.287316 = -130345.958089
  nChanged 8
		SP:Iteration 21Q (13342.720000 sec): 3 clusters
  Score: Raw -132690.742689 + Penalty 2331.287316 = -130359.455373
  nChanged 7
		SP:Iteration 22Q (13342.720000 sec): 3 clusters
  Score: Raw -132699.879144 + Penalty 2331.287316 = -130368.591828
  nChanged 7
		SP:Iteration 23Q (13342.730000 sec): 3 clusters
  Score: Raw -132710.556907 + Penalty 2331.287316 = -130379.269591
  nChanged 7
		SP:Iteration 24Q (13342.730000 sec): 3 clusters
  Score: Raw -132721.840468 + Penalty 2331.287316 = -130390.553152
  nChanged 6
		SP:Iteration 25Q (13342.730000 sec): 3 clusters
  Score: Raw -132729.371365 + Penalty 2331.287316 = -130398.084049
  nChanged 8
		SP:Iteration 26Q (13342.740000 sec): 3 clusters
  Score: Raw -132740.597933 + Penalty 2331.287316 = -130409.310617
  nChanged 8
		SP:Iteration 27Q (13342.740000 sec): 3 clusters
  Score: Raw -132750.382861 + Penalty 2331.287316 = -130419.095544
  nChanged 6
		SP:Iteration 28Q (13342.740000 sec): 3 clusters
  Score: Raw -132754.860641 + Penalty 2331.287316 = -130423.573324
  nChanged 2
		SP:Iteration 29Q (13342.740000 sec): 3 clusters
  Score: Raw -132756.375046 + Penalty 2331.287316 = -130425.087730
  nChanged 2
		SP:Iteration 30Q (13342.750000 sec): 3 clusters
  Score: Raw -132758.109270 + Penalty 2331.287316 = -130426.821953
  nChanged 6
		SP:Iteration 31Q (13342.750000 sec): 3 clusters
  Score: Raw -132765.274256 + Penalty 2331.287316 = -130433.986940
  nChanged 3
		SP:Iteration 32Q (13342.750000 sec): 3 clusters
  Score: Raw -132769.096384 + Penalty 2331.287316 = -130437.809068
  nChanged 1
		SP:Iteration 33Q (13342.750000 sec): 3 clusters
  Score: Raw -132769.841350 + Penalty 2331.287316 = -130438.554033
  nChanged 0
		SP:Iteration 34F (13342.760000 sec): 3 clusters
  Score: Raw -132769.841350 + Penalty 2331.287316 = -130438.554033
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (2921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13342.770000 sec): 2 clusters
  Score: Raw -310461.351208 + Penalty 1296.698212 = -309164.652996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13342.780000 sec): 3 clusters
  Score: Raw -309106.235778 + Penalty 2593.396423 = -306512.839355
  nChanged 1129
		SP:Iteration 1F (13342.780000 sec): 3 clusters
  Score: Raw -309945.265113 + Penalty 2593.396423 = -307351.868690
  nChanged 282
		SP:Iteration 2F (13342.790000 sec): 3 clusters
  Score: Raw -310265.788314 + Penalty 2593.396423 = -307672.391891
  nChanged 210
		SP:Iteration 3F (13342.800000 sec): 3 clusters
  Score: Raw -310534.209032 + Penalty 2593.396423 = -307940.812609
  nChanged 166
		SP:Iteration 4F (13342.800000 sec): 3 clusters
  Score: Raw -310703.953763 + Penalty 2593.396423 = -308110.557340
  nChanged 137
		SP:Iteration 5Q (13342.810000 sec): 3 clusters
  Score: Raw -310819.437034 + Penalty 2593.396423 = -308226.040610
  nChanged 106
		SP:Iteration 6Q (13342.820000 sec): 3 clusters
  Score: Raw -310904.171427 + Penalty 2593.396423 = -308310.775004
  nChanged 74
		SP:Iteration 7Q (13342.830000 sec): 3 clusters
  Score: Raw -310967.668617 + Penalty 2593.396423 = -308374.272194
  nChanged 67
		SP:Iteration 8Q (13342.840000 sec): 3 clusters
  Score: Raw -311007.338876 + Penalty 2593.396423 = -308413.942453
  nChanged 49
		SP:Iteration 9Q (13342.840000 sec): 3 clusters
  Score: Raw -311040.598608 + Penalty 2593.396423 = -308447.202185
  nChanged 49
		SP:Iteration 10Q (13342.850000 sec): 3 clusters
  Score: Raw -311077.687692 + Penalty 2593.396423 = -308484.291269
  nChanged 48
		SP:Iteration 11Q (13342.860000 sec): 3 clusters
  Score: Raw -311113.485345 + Penalty 2593.396423 = -308520.088922
  nChanged 42
		SP:Iteration 12Q (13342.860000 sec): 3 clusters
  Score: Raw -311145.986393 + Penalty 2593.396423 = -308552.589970
  nChanged 47
		SP:Iteration 13Q (13342.870000 sec): 3 clusters
  Score: Raw -311183.027221 + Penalty 2593.396423 = -308589.630798
  nChanged 50
		SP:Iteration 14Q (13342.880000 sec): 3 clusters
  Score: Raw -311219.067539 + Penalty 2593.396423 = -308625.671115
  nChanged 43
		SP:Iteration 15Q (13342.880000 sec): 3 clusters
  Score: Raw -311252.289351 + Penalty 2593.396423 = -308658.892927
  nChanged 38
		SP:Iteration 16Q (13342.890000 sec): 3 clusters
  Score: Raw -311273.640648 + Penalty 2593.396423 = -308680.244224
  nChanged 23
		SP:Iteration 17Q (13342.900000 sec): 3 clusters
  Score: Raw -311286.225918 + Penalty 2593.396423 = -308692.829495
  nChanged 17
		SP:Iteration 18Q (13342.900000 sec): 3 clusters
  Score: Raw -311297.828952 + Penalty 2593.396423 = -308704.432529
  nChanged 16
		SP:Iteration 19Q (13342.910000 sec): 3 clusters
  Score: Raw -311311.415165 + Penalty 2593.396423 = -308718.018742
  nChanged 17
		SP:Iteration 20F (13342.920000 sec): 3 clusters
  Score: Raw -311322.696715 + Penalty 2593.396423 = -308729.300291
  nChanged 14
		SP:Iteration 21Q (13342.920000 sec): 3 clusters
  Score: Raw -311328.554294 + Penalty 2593.396423 = -308735.157871
  nChanged 9
		SP:Iteration 22Q (13342.930000 sec): 3 clusters
  Score: Raw -311332.122361 + Penalty 2593.396423 = -308738.725938
  nChanged 11
		SP:Iteration 23Q (13342.940000 sec): 3 clusters
  Score: Raw -311336.637523 + Penalty 2593.396423 = -308743.241100
  nChanged 5
		SP:Iteration 24Q (13342.940000 sec): 3 clusters
  Score: Raw -311339.650315 + Penalty 2593.396423 = -308746.253892
  nChanged 5
		SP:Iteration 25Q (13342.950000 sec): 3 clusters
  Score: Raw -311342.665327 + Penalty 2593.396423 = -308749.268903
  nChanged 6
		SP:Iteration 26Q (13342.960000 sec): 3 clusters
  Score: Raw -311347.405305 + Penalty 2593.396423 = -308754.008882
  nChanged 3
		SP:Iteration 27Q (13342.960000 sec): 3 clusters
  Score: Raw -311348.662948 + Penalty 2593.396423 = -308755.266525
  nChanged 2
		SP:Iteration 28Q (13342.970000 sec): 3 clusters
  Score: Raw -311349.178226 + Penalty 2593.396423 = -308755.781802
  nChanged 2
		SP:Iteration 29Q (13342.980000 sec): 3 clusters
  Score: Raw -311349.738064 + Penalty 2593.396423 = -308756.341641
  nChanged 0
		SP:Iteration 30F (13342.980000 sec): 3 clusters
  Score: Raw -311349.738064 + Penalty 2593.396423 = -308756.341641
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13343.220000 sec): 2 clusters
  Score: Raw -8750760.176602 + Penalty 1822.772796 = -8748937.403806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13343.430000 sec): 3 clusters
  Score: Raw -8702973.606080 + Penalty 3645.545592 = -8699328.060488
  nChanged 35273
		SP:Iteration 1F (13343.630000 sec): 3 clusters
  Score: Raw -8723048.785757 + Penalty 3645.545592 = -8719403.240164
  nChanged 2575
		SP:Iteration 2Q (13343.840000 sec): 3 clusters
  Score: Raw -8723727.599380 + Penalty 3645.545592 = -8720082.053788
  nChanged 2851
		SP:Iteration 3Q (13344.050000 sec): 3 clusters
  Score: Raw -8724641.617245 + Penalty 3645.545592 = -8720996.071653
  nChanged 3433
		SP:Iteration 4Q (13344.250000 sec): 3 clusters
  Score: Raw -8726069.691226 + Penalty 3645.545592 = -8722424.145634
  nChanged 4289
		SP:Iteration 5F (13344.460000 sec): 3 clusters
  Score: Raw -8728409.276854 + Penalty 3645.545592 = -8724763.731262
  nChanged 5361
		SP:Iteration 6F (13344.660000 sec): 3 clusters
  Score: Raw -8732161.639189 + Penalty 3645.545592 = -8728516.093597
  nChanged 5946
		SP:Iteration 7F (13344.860000 sec): 3 clusters
  Score: Raw -8737072.880887 + Penalty 3645.545592 = -8733427.335295
  nChanged 5641
		SP:Iteration 8F (13345.060000 sec): 3 clusters
  Score: Raw -8742208.546735 + Penalty 3645.545592 = -8738563.001143
  nChanged 4328
		SP:Iteration 9F (13345.260000 sec): 3 clusters
  Score: Raw -8746311.047455 + Penalty 3645.545592 = -8742665.501863
  nChanged 2716
		SP:Iteration 10Q (13345.460000 sec): 3 clusters
  Score: Raw -8748911.654422 + Penalty 3645.545592 = -8745266.108830
  nChanged 1293
		SP:Iteration 11Q (13345.630000 sec): 3 clusters
  Score: Raw -8750149.317563 + Penalty 3645.545592 = -8746503.771971
  nChanged 474
		SP:Iteration 12Q (13345.790000 sec): 3 clusters
  Score: Raw -8750602.184349 + Penalty 3645.545592 = -8746956.638757
  nChanged 156
		SP:Iteration 13Q (13345.940000 sec): 3 clusters
  Score: Raw -8750768.974076 + Penalty 3645.545592 = -8747123.428483
  nChanged 62
		SP:Iteration 14Q (13346.080000 sec): 3 clusters
  Score: Raw -8750835.579723 + Penalty 3645.545592 = -8747190.034131
  nChanged 32
		SP:Iteration 15Q (13346.220000 sec): 3 clusters
  Score: Raw -8750872.522276 + Penalty 3645.545592 = -8747226.976684
  nChanged 14
		SP:Iteration 16Q (13346.370000 sec): 3 clusters
  Score: Raw -8750893.413539 + Penalty 3645.545592 = -8747247.867947
  nChanged 15
		SP:Iteration 17Q (13346.510000 sec): 3 clusters
  Score: Raw -8750909.998209 + Penalty 3645.545592 = -8747264.452617
  nChanged 10
		SP:Iteration 18Q (13346.650000 sec): 3 clusters
  Score: Raw -8750922.494234 + Penalty 3645.545592 = -8747276.948642
  nChanged 2
		SP:Iteration 19Q (13346.790000 sec): 3 clusters
  Score: Raw -8750925.396602 + Penalty 3645.545592 = -8747279.851010
  nChanged 3
		SP:Iteration 20F (13346.990000 sec): 3 clusters
  Score: Raw -8750930.150279 + Penalty 3645.545592 = -8747284.604687
  nChanged 2
		SP:Iteration 21Q (13347.130000 sec): 3 clusters
  Score: Raw -8750931.932816 + Penalty 3645.545592 = -8747286.387224
  nChanged 2
		SP:Iteration 22Q (13347.270000 sec): 3 clusters
  Score: Raw -8750934.362455 + Penalty 3645.545592 = -8747288.816863
  nChanged 2
		SP:Iteration 23Q (13347.410000 sec): 3 clusters
  Score: Raw -8750938.472610 + Penalty 3645.545592 = -8747292.927017
  nChanged 2
		SP:Iteration 24Q (13347.550000 sec): 3 clusters
  Score: Raw -8750941.980731 + Penalty 3645.545592 = -8747296.435138
  nChanged 0
		SP:Iteration 25F (13347.750000 sec): 3 clusters
  Score: Raw -8750941.980731 + Penalty 3645.545592 = -8747296.435138
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13347.860000 sec): 2 clusters
  Score: Raw -3650279.878757 + Penalty 1679.602672 = -3648600.276085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13347.940000 sec): 3 clusters
  Score: Raw -3631095.548525 + Penalty 3359.205344 = -3627736.343181
  nChanged 14294
		SP:Iteration 1F (13348.030000 sec): 3 clusters
  Score: Raw -3638931.104854 + Penalty 3359.205344 = -3635571.899509
  nChanged 1394
		SP:Iteration 2Q (13348.110000 sec): 3 clusters
  Score: Raw -3639473.280959 + Penalty 3359.205344 = -3636114.075614
  nChanged 1462
		SP:Iteration 3Q (13348.200000 sec): 3 clusters
  Score: Raw -3640144.871549 + Penalty 3359.205344 = -3636785.666205
  nChanged 1689
		SP:Iteration 4F (13348.280000 sec): 3 clusters
  Score: Raw -3641076.630460 + Penalty 3359.205344 = -3637717.425116
  nChanged 1975
		SP:Iteration 5F (13348.360000 sec): 3 clusters
  Score: Raw -3642424.952039 + Penalty 3359.205344 = -3639065.746695
  nChanged 2349
		SP:Iteration 6F (13348.440000 sec): 3 clusters
  Score: Raw -3644324.089411 + Penalty 3359.205344 = -3640964.884067
  nChanged 2425
		SP:Iteration 7F (13348.520000 sec): 3 clusters
  Score: Raw -3646560.963055 + Penalty 3359.205344 = -3643201.757711
  nChanged 2008
		SP:Iteration 8F (13348.600000 sec): 3 clusters
  Score: Raw -3648539.658043 + Penalty 3359.205344 = -3645180.452699
  nChanged 1132
		SP:Iteration 9Q (13348.680000 sec): 3 clusters
  Score: Raw -3649660.415795 + Penalty 3359.205344 = -3646301.210451
  nChanged 465
		SP:Iteration 10Q (13348.750000 sec): 3 clusters
  Score: Raw -3650138.640335 + Penalty 3359.205344 = -3646779.434991
  nChanged 172
		SP:Iteration 11Q (13348.810000 sec): 3 clusters
  Score: Raw -3650328.787673 + Penalty 3359.205344 = -3646969.582329
  nChanged 76
		SP:Iteration 12Q (13348.870000 sec): 3 clusters
  Score: Raw -3650409.912222 + Penalty 3359.205344 = -3647050.706878
  nChanged 36
		SP:Iteration 13Q (13348.920000 sec): 3 clusters
  Score: Raw -3650444.043640 + Penalty 3359.205344 = -3647084.838296
  nChanged 14
		SP:Iteration 14Q (13348.980000 sec): 3 clusters
  Score: Raw -3650458.197447 + Penalty 3359.205344 = -3647098.992103
  nChanged 15
		SP:Iteration 15Q (13349.040000 sec): 3 clusters
  Score: Raw -3650471.652937 + Penalty 3359.205344 = -3647112.447593
  nChanged 8
		SP:Iteration 16Q (13349.100000 sec): 3 clusters
  Score: Raw -3650478.967022 + Penalty 3359.205344 = -3647119.761678
  nChanged 2
		SP:Iteration 17Q (13349.160000 sec): 3 clusters
  Score: Raw -3650481.158119 + Penalty 3359.205344 = -3647121.952775
  nChanged 3
		SP:Iteration 18Q (13349.210000 sec): 3 clusters
  Score: Raw -3650482.510997 + Penalty 3359.205344 = -3647123.305653
  nChanged 1
		SP:Iteration 19Q (13349.270000 sec): 3 clusters
  Score: Raw -3650483.513412 + Penalty 3359.205344 = -3647124.308068
  nChanged 1
		SP:Iteration 20F (13349.350000 sec): 3 clusters
  Score: Raw -3650484.387673 + Penalty 3359.205344 = -3647125.182329
  nChanged 2
		SP:Iteration 21Q (13349.410000 sec): 3 clusters
  Score: Raw -3650486.938753 + Penalty 3359.205344 = -3647127.733408
  nChanged 2
		SP:Iteration 22Q (13349.460000 sec): 3 clusters
  Score: Raw -3650487.867602 + Penalty 3359.205344 = -3647128.662258
  nChanged 1
		SP:Iteration 23Q (13349.520000 sec): 3 clusters
  Score: Raw -3650488.572118 + Penalty 3359.205344 = -3647129.366774
  nChanged 0
		SP:Iteration 24F (13349.600000 sec): 3 clusters
  Score: Raw -3650488.572118 + Penalty 3359.205344 = -3647129.366774
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13349.770000 sec): 2 clusters
  Score: Raw -6523425.768993 + Penalty 1773.985265 = -6521651.783729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13349.920000 sec): 3 clusters
  Score: Raw -6488424.843937 + Penalty 3547.970529 = -6484876.873408
  nChanged 26025
		SP:Iteration 1F (13350.060000 sec): 3 clusters
  Score: Raw -6503376.870300 + Penalty 3547.970529 = -6499828.899771
  nChanged 2779
		SP:Iteration 2F (13350.210000 sec): 3 clusters
  Score: Raw -6504533.402429 + Penalty 3547.970529 = -6500985.431900
  nChanged 3148
		SP:Iteration 3F (13350.360000 sec): 3 clusters
  Score: Raw -6506153.059419 + Penalty 3547.970529 = -6502605.088890
  nChanged 3520
		SP:Iteration 4F (13350.500000 sec): 3 clusters
  Score: Raw -6508179.522927 + Penalty 3547.970529 = -6504631.552398
  nChanged 3606
		SP:Iteration 5F (13350.650000 sec): 3 clusters
  Score: Raw -6510351.916294 + Penalty 3547.970529 = -6506803.945765
  nChanged 3350
		SP:Iteration 6F (13350.800000 sec): 3 clusters
  Score: Raw -6512239.162501 + Penalty 3547.970529 = -6508691.191972
  nChanged 2945
		SP:Iteration 7F (13350.940000 sec): 3 clusters
  Score: Raw -6513717.766912 + Penalty 3547.970529 = -6510169.796383
  nChanged 2389
		SP:Iteration 8Q (13351.100000 sec): 3 clusters
  Score: Raw -6514902.828102 + Penalty 3547.970529 = -6511354.857573
  nChanged 2051
		SP:Iteration 9Q (13351.250000 sec): 3 clusters
  Score: Raw -6515994.202657 + Penalty 3547.970529 = -6512446.232128
  nChanged 1958
		SP:Iteration 10Q (13351.400000 sec): 3 clusters
  Score: Raw -6517115.448074 + Penalty 3547.970529 = -6513567.477544
  nChanged 1829
		SP:Iteration 11Q (13351.540000 sec): 3 clusters
  Score: Raw -6518271.640598 + Penalty 3547.970529 = -6514723.670069
  nChanged 1648
		SP:Iteration 12Q (13351.690000 sec): 3 clusters
  Score: Raw -6519419.452385 + Penalty 3547.970529 = -6515871.481856
  nChanged 1412
		SP:Iteration 13Q (13351.830000 sec): 3 clusters
  Score: Raw -6520468.040608 + Penalty 3547.970529 = -6516920.070079
  nChanged 1114
		SP:Iteration 14Q (13351.970000 sec): 3 clusters
  Score: Raw -6521296.568377 + Penalty 3547.970529 = -6517748.597848
  nChanged 860
		SP:Iteration 15Q (13352.100000 sec): 3 clusters
  Score: Raw -6521906.401871 + Penalty 3547.970529 = -6518358.431342
  nChanged 623
		SP:Iteration 16Q (13352.220000 sec): 3 clusters
  Score: Raw -6522313.213669 + Penalty 3547.970529 = -6518765.243140
  nChanged 483
		SP:Iteration 17Q (13352.340000 sec): 3 clusters
  Score: Raw -6522583.647133 + Penalty 3547.970529 = -6519035.676604
  nChanged 382
		SP:Iteration 18Q (13352.460000 sec): 3 clusters
  Score: Raw -6522794.802774 + Penalty 3547.970529 = -6519246.832245
  nChanged 336
		SP:Iteration 19Q (13352.570000 sec): 3 clusters
  Score: Raw -6522966.251282 + Penalty 3547.970529 = -6519418.280752
  nChanged 261
		SP:Iteration 20F (13352.720000 sec): 3 clusters
  Score: Raw -6523088.016283 + Penalty 3547.970529 = -6519540.045754
  nChanged 239
		SP:Iteration 21Q (13352.820000 sec): 3 clusters
  Score: Raw -6523206.008908 + Penalty 3547.970529 = -6519658.038379
  nChanged 196
		SP:Iteration 22Q (13352.940000 sec): 3 clusters
  Score: Raw -6523301.639760 + Penalty 3547.970529 = -6519753.669231
  nChanged 165
		SP:Iteration 23Q (13353.040000 sec): 3 clusters
  Score: Raw -6523377.767157 + Penalty 3547.970529 = -6519829.796628
  nChanged 131
		SP:Iteration 24Q (13353.150000 sec): 3 clusters
  Score: Raw -6523437.987742 + Penalty 3547.970529 = -6519890.017213
  nChanged 98
		SP:Iteration 25Q (13353.260000 sec): 3 clusters
  Score: Raw -6523481.114698 + Penalty 3547.970529 = -6519933.144169
  nChanged 75
		SP:Iteration 26Q (13353.360000 sec): 3 clusters
  Score: Raw -6523517.337017 + Penalty 3547.970529 = -6519969.366488
  nChanged 65
		SP:Iteration 27Q (13353.470000 sec): 3 clusters
  Score: Raw -6523543.857303 + Penalty 3547.970529 = -6519995.886774
  nChanged 50
		SP:Iteration 28Q (13353.570000 sec): 3 clusters
  Score: Raw -6523561.842091 + Penalty 3547.970529 = -6520013.871562
  nChanged 33
		SP:Iteration 29Q (13353.680000 sec): 3 clusters
  Score: Raw -6523574.031574 + Penalty 3547.970529 = -6520026.061045
  nChanged 33
		SP:Iteration 30Q (13353.780000 sec): 3 clusters
  Score: Raw -6523588.317929 + Penalty 3547.970529 = -6520040.347399
  nChanged 30
		SP:Iteration 31Q (13353.890000 sec): 3 clusters
  Score: Raw -6523604.225014 + Penalty 3547.970529 = -6520056.254485
  nChanged 30
		SP:Iteration 32Q (13353.990000 sec): 3 clusters
  Score: Raw -6523620.203683 + Penalty 3547.970529 = -6520072.233154
  nChanged 26
		SP:Iteration 33Q (13354.100000 sec): 3 clusters
  Score: Raw -6523632.989542 + Penalty 3547.970529 = -6520085.019012
  nChanged 22
		SP:Iteration 34Q (13354.200000 sec): 3 clusters
  Score: Raw -6523641.925839 + Penalty 3547.970529 = -6520093.955310
  nChanged 21
		SP:Iteration 35Q (13354.300000 sec): 3 clusters
  Score: Raw -6523650.585325 + Penalty 3547.970529 = -6520102.614796
  nChanged 13
		SP:Iteration 36Q (13354.410000 sec): 3 clusters
  Score: Raw -6523655.343504 + Penalty 3547.970529 = -6520107.372975
  nChanged 9
		SP:Iteration 37Q (13354.520000 sec): 3 clusters
  Score: Raw -6523657.916494 + Penalty 3547.970529 = -6520109.945965
  nChanged 2
		SP:Iteration 38Q (13354.620000 sec): 3 clusters
  Score: Raw -6523659.474212 + Penalty 3547.970529 = -6520111.503683
  nChanged 8
		SP:Iteration 39Q (13354.720000 sec): 3 clusters
  Score: Raw -6523662.232476 + Penalty 3547.970529 = -6520114.261947
  nChanged 3
		SP:Iteration 40F (13354.870000 sec): 3 clusters
  Score: Raw -6523663.155869 + Penalty 3547.970529 = -6520115.185339
  nChanged 5
		SP:Iteration 41Q (13354.970000 sec): 3 clusters
  Score: Raw -6523664.300298 + Penalty 3547.970529 = -6520116.329769
  nChanged 2
		SP:Iteration 42Q (13355.080000 sec): 3 clusters
  Score: Raw -6523665.222804 + Penalty 3547.970529 = -6520117.252275
  nChanged 2
		SP:Iteration 43Q (13355.180000 sec): 3 clusters
  Score: Raw -6523665.677006 + Penalty 3547.970529 = -6520117.706477
  nChanged 1
		SP:Iteration 44Q (13355.280000 sec): 3 clusters
  Score: Raw -6523666.171816 + Penalty 3547.970529 = -6520118.201287
  nChanged 2
		SP:Iteration 45Q (13355.390000 sec): 3 clusters
  Score: Raw -6523667.015388 + Penalty 3547.970529 = -6520119.044859
  nChanged 4
		SP:Iteration 46Q (13355.490000 sec): 3 clusters
  Score: Raw -6523668.298683 + Penalty 3547.970529 = -6520120.328154
  nChanged 2
		SP:Iteration 47Q (13355.600000 sec): 3 clusters
  Score: Raw -6523668.764869 + Penalty 3547.970529 = -6520120.794340
  nChanged 1
		SP:Iteration 48Q (13355.700000 sec): 3 clusters
  Score: Raw -6523668.978848 + Penalty 3547.970529 = -6520121.008319
  nChanged 1
		SP:Iteration 49Q (13355.800000 sec): 3 clusters
  Score: Raw -6523669.454659 + Penalty 3547.970529 = -6520121.484130
  nChanged 1
		SP:Iteration 50Q (13355.910000 sec): 3 clusters
  Score: Raw -6523669.675395 + Penalty 3547.970529 = -6520121.704866
  nChanged 2
		SP:Iteration 51Q (13356.020000 sec): 3 clusters
  Score: Raw -6523670.278399 + Penalty 3547.970529 = -6520122.307869
  nChanged 0
		SP:Iteration 52F (13356.160000 sec): 3 clusters
  Score: Raw -6523670.278399 + Penalty 3547.970529 = -6520122.307869
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13356.200000 sec): 2 clusters
  Score: Raw -81545.641732 + Penalty 1087.866335 = -80457.775397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13356.200000 sec): 3 clusters
  Score: Raw -81327.105126 + Penalty 2175.732669 = -79151.372457
  nChanged 215
		SP:Iteration 1F (13356.200000 sec): 3 clusters
  Score: Raw -81629.034211 + Penalty 2175.732669 = -79453.301542
  nChanged 77
		SP:Iteration 2F (13356.200000 sec): 3 clusters
  Score: Raw -81802.438489 + Penalty 2175.732669 = -79626.705820
  nChanged 58
		SP:Iteration 3F (13356.210000 sec): 3 clusters
  Score: Raw -81935.937471 + Penalty 2175.732669 = -79760.204802
  nChanged 32
		SP:Iteration 4Q (13356.210000 sec): 3 clusters
  Score: Raw -81992.281901 + Penalty 2175.732669 = -79816.549232
  nChanged 22
		SP:Iteration 5Q (13356.210000 sec): 3 clusters
  Score: Raw -82037.854284 + Penalty 2175.732669 = -79862.121615
  nChanged 14
		SP:Iteration 6Q (13356.210000 sec): 3 clusters
  Score: Raw -82071.136368 + Penalty 2175.732669 = -79895.403699
  nChanged 21
		SP:Iteration 7Q (13356.220000 sec): 3 clusters
  Score: Raw -82120.799848 + Penalty 2175.732669 = -79945.067179
  nChanged 20
		SP:Iteration 8Q (13356.220000 sec): 3 clusters
  Score: Raw -82179.051071 + Penalty 2175.732669 = -80003.318402
  nChanged 22
		SP:Iteration 9Q (13356.220000 sec): 3 clusters
  Score: Raw -82232.449948 + Penalty 2175.732669 = -80056.717279
  nChanged 15
		SP:Iteration 10Q (13356.220000 sec): 3 clusters
  Score: Raw -82259.370946 + Penalty 2175.732669 = -80083.638277
  nChanged 13
		SP:Iteration 11Q (13356.220000 sec): 3 clusters
  Score: Raw -82279.805322 + Penalty 2175.732669 = -80104.072653
  nChanged 13
		SP:Iteration 12Q (13356.220000 sec): 3 clusters
  Score: Raw -82305.313191 + Penalty 2175.732669 = -80129.580522
  nChanged 12
		SP:Iteration 13Q (13356.220000 sec): 3 clusters
  Score: Raw -82317.165112 + Penalty 2175.732669 = -80141.432443
  nChanged 3
		SP:Iteration 14Q (13356.230000 sec): 3 clusters
  Score: Raw -82318.410839 + Penalty 2175.732669 = -80142.678170
  nChanged 3
		SP:Iteration 15Q (13356.230000 sec): 3 clusters
  Score: Raw -82319.491812 + Penalty 2175.732669 = -80143.759142
  nChanged 0
		SP:Iteration 16F (13356.230000 sec): 3 clusters
  Score: Raw -82319.491812 + Penalty 2175.732669 = -80143.759142
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13356.240000 sec): 2 clusters
  Score: Raw -272762.984457 + Penalty 1260.798588 = -271502.185869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13356.250000 sec): 3 clusters
  Score: Raw -271711.067373 + Penalty 2521.597177 = -269189.470196
  nChanged 842
		SP:Iteration 1F (13356.250000 sec): 3 clusters
  Score: Raw -272219.238104 + Penalty 2521.597177 = -269697.640927
  nChanged 172
		SP:Iteration 2F (13356.260000 sec): 3 clusters
  Score: Raw -272334.500221 + Penalty 2521.597177 = -269812.903044
  nChanged 112
		SP:Iteration 3Q (13356.260000 sec): 3 clusters
  Score: Raw -272396.718190 + Penalty 2521.597177 = -269875.121013
  nChanged 70
		SP:Iteration 4Q (13356.270000 sec): 3 clusters
  Score: Raw -272440.334044 + Penalty 2521.597177 = -269918.736867
  nChanged 56
		SP:Iteration 5Q (13356.280000 sec): 3 clusters
  Score: Raw -272487.000217 + Penalty 2521.597177 = -269965.403040
  nChanged 65
		SP:Iteration 6Q (13356.280000 sec): 3 clusters
  Score: Raw -272528.411540 + Penalty 2521.597177 = -270006.814363
  nChanged 48
		SP:Iteration 7Q (13356.290000 sec): 3 clusters
  Score: Raw -272558.992336 + Penalty 2521.597177 = -270037.395159
  nChanged 47
		SP:Iteration 8Q (13356.290000 sec): 3 clusters
  Score: Raw -272585.420496 + Penalty 2521.597177 = -270063.823319
  nChanged 42
		SP:Iteration 9Q (13356.300000 sec): 3 clusters
  Score: Raw -272616.665154 + Penalty 2521.597177 = -270095.067977
  nChanged 53
		SP:Iteration 10Q (13356.300000 sec): 3 clusters
  Score: Raw -272659.578265 + Penalty 2521.597177 = -270137.981088
  nChanged 46
		SP:Iteration 11Q (13356.310000 sec): 3 clusters
  Score: Raw -272700.527711 + Penalty 2521.597177 = -270178.930534
  nChanged 42
		SP:Iteration 12Q (13356.320000 sec): 3 clusters
  Score: Raw -272738.986153 + Penalty 2521.597177 = -270217.388976
  nChanged 51
		SP:Iteration 13Q (13356.320000 sec): 3 clusters
  Score: Raw -272785.504194 + Penalty 2521.597177 = -270263.907017
  nChanged 43
		SP:Iteration 14Q (13356.330000 sec): 3 clusters
  Score: Raw -272819.878839 + Penalty 2521.597177 = -270298.281662
  nChanged 37
		SP:Iteration 15Q (13356.330000 sec): 3 clusters
  Score: Raw -272843.956056 + Penalty 2521.597177 = -270322.358879
  nChanged 30
		SP:Iteration 16Q (13356.340000 sec): 3 clusters
  Score: Raw -272867.458658 + Penalty 2521.597177 = -270345.861481
  nChanged 34
		SP:Iteration 17Q (13356.340000 sec): 3 clusters
  Score: Raw -272890.277322 + Penalty 2521.597177 = -270368.680145
  nChanged 30
		SP:Iteration 18Q (13356.350000 sec): 3 clusters
  Score: Raw -272915.085722 + Penalty 2521.597177 = -270393.488545
  nChanged 27
		SP:Iteration 19Q (13356.360000 sec): 3 clusters
  Score: Raw -272946.968441 + Penalty 2521.597177 = -270425.371265
  nChanged 34
		SP:Iteration 20F (13356.360000 sec): 3 clusters
  Score: Raw -272970.505173 + Penalty 2521.597177 = -270448.907996
  nChanged 26
		SP:Iteration 21Q (13356.370000 sec): 3 clusters
  Score: Raw -272989.221718 + Penalty 2521.597177 = -270467.624541
  nChanged 21
		SP:Iteration 22Q (13356.370000 sec): 3 clusters
  Score: Raw -273005.589355 + Penalty 2521.597177 = -270483.992178
  nChanged 22
		SP:Iteration 23Q (13356.380000 sec): 3 clusters
  Score: Raw -273022.546940 + Penalty 2521.597177 = -270500.949763
  nChanged 14
		SP:Iteration 24Q (13356.380000 sec): 3 clusters
  Score: Raw -273035.207090 + Penalty 2521.597177 = -270513.609913
  nChanged 15
		SP:Iteration 25Q (13356.390000 sec): 3 clusters
  Score: Raw -273047.612973 + Penalty 2521.597177 = -270526.015796
  nChanged 15
		SP:Iteration 26Q (13356.390000 sec): 3 clusters
  Score: Raw -273059.928403 + Penalty 2521.597177 = -270538.331226
  nChanged 10
		SP:Iteration 27Q (13356.400000 sec): 3 clusters
  Score: Raw -273065.318426 + Penalty 2521.597177 = -270543.721249
  nChanged 9
		SP:Iteration 28Q (13356.400000 sec): 3 clusters
  Score: Raw -273071.522580 + Penalty 2521.597177 = -270549.925403
  nChanged 6
		SP:Iteration 29Q (13356.410000 sec): 3 clusters
  Score: Raw -273075.460771 + Penalty 2521.597177 = -270553.863594
  nChanged 8
		SP:Iteration 30Q (13356.410000 sec): 3 clusters
  Score: Raw -273082.037553 + Penalty 2521.597177 = -270560.440376
  nChanged 8
		SP:Iteration 31Q (13356.420000 sec): 3 clusters
  Score: Raw -273089.168652 + Penalty 2521.597177 = -270567.571475
  nChanged 6
		SP:Iteration 32Q (13356.420000 sec): 3 clusters
  Score: Raw -273092.053787 + Penalty 2521.597177 = -270570.456610
  nChanged 2
		SP:Iteration 33Q (13356.430000 sec): 3 clusters
  Score: Raw -273093.292850 + Penalty 2521.597177 = -270571.695673
  nChanged 1
		SP:Iteration 34Q (13356.430000 sec): 3 clusters
  Score: Raw -273093.378535 + Penalty 2521.597177 = -270571.781358
  nChanged 0
		SP:Iteration 35F (13356.440000 sec): 3 clusters
  Score: Raw -273093.378535 + Penalty 2521.597177 = -270571.781358
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13356.450000 sec): 2 clusters
  Score: Raw -321607.293939 + Penalty 1304.040099 = -320303.253840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13356.460000 sec): 3 clusters
  Score: Raw -320140.900219 + Penalty 2608.080199 = -317532.820020
  nChanged 1150
		SP:Iteration 1F (13356.460000 sec): 3 clusters
  Score: Raw -320840.243892 + Penalty 2608.080199 = -318232.163693
  nChanged 256
		SP:Iteration 2F (13356.470000 sec): 3 clusters
  Score: Raw -321021.856478 + Penalty 2608.080199 = -318413.776279
  nChanged 177
		SP:Iteration 3F (13356.480000 sec): 3 clusters
  Score: Raw -321149.687677 + Penalty 2608.080199 = -318541.607478
  nChanged 134
		SP:Iteration 4Q (13356.490000 sec): 3 clusters
  Score: Raw -321238.505696 + Penalty 2608.080199 = -318630.425497
  nChanged 103
		SP:Iteration 5Q (13356.500000 sec): 3 clusters
  Score: Raw -321290.500227 + Penalty 2608.080199 = -318682.420028
  nChanged 64
		SP:Iteration 6Q (13356.500000 sec): 3 clusters
  Score: Raw -321322.776045 + Penalty 2608.080199 = -318714.695846
  nChanged 67
		SP:Iteration 7Q (13356.510000 sec): 3 clusters
  Score: Raw -321358.708313 + Penalty 2608.080199 = -318750.628114
  nChanged 64
		SP:Iteration 8Q (13356.520000 sec): 3 clusters
  Score: Raw -321395.102671 + Penalty 2608.080199 = -318787.022472
  nChanged 75
		SP:Iteration 9Q (13356.530000 sec): 3 clusters
  Score: Raw -321434.748086 + Penalty 2608.080199 = -318826.667887
  nChanged 57
		SP:Iteration 10Q (13356.540000 sec): 3 clusters
  Score: Raw -321461.735190 + Penalty 2608.080199 = -318853.654991
  nChanged 48
		SP:Iteration 11Q (13356.540000 sec): 3 clusters
  Score: Raw -321484.967211 + Penalty 2608.080199 = -318876.887012
  nChanged 46
		SP:Iteration 12Q (13356.550000 sec): 3 clusters
  Score: Raw -321506.488557 + Penalty 2608.080199 = -318898.408358
  nChanged 30
		SP:Iteration 13Q (13356.560000 sec): 3 clusters
  Score: Raw -321519.283138 + Penalty 2608.080199 = -318911.202939
  nChanged 32
		SP:Iteration 14Q (13356.560000 sec): 3 clusters
  Score: Raw -321539.634403 + Penalty 2608.080199 = -318931.554204
  nChanged 44
		SP:Iteration 15Q (13356.570000 sec): 3 clusters
  Score: Raw -321566.050344 + Penalty 2608.080199 = -318957.970145
  nChanged 40
		SP:Iteration 16Q (13356.580000 sec): 3 clusters
  Score: Raw -321592.640596 + Penalty 2608.080199 = -318984.560397
  nChanged 40
		SP:Iteration 17Q (13356.590000 sec): 3 clusters
  Score: Raw -321612.084206 + Penalty 2608.080199 = -319004.004007
  nChanged 22
		SP:Iteration 18Q (13356.600000 sec): 3 clusters
  Score: Raw -321620.365116 + Penalty 2608.080199 = -319012.284917
  nChanged 22
		SP:Iteration 19Q (13356.600000 sec): 3 clusters
  Score: Raw -321628.207925 + Penalty 2608.080199 = -319020.127726
  nChanged 19
		SP:Iteration 20F (13356.610000 sec): 3 clusters
  Score: Raw -321636.038781 + Penalty 2608.080199 = -319027.958582
  nChanged 27
		SP:Iteration 21Q (13356.620000 sec): 3 clusters
  Score: Raw -321647.788258 + Penalty 2608.080199 = -319039.708059
  nChanged 25
		SP:Iteration 22Q (13356.630000 sec): 3 clusters
  Score: Raw -321660.033022 + Penalty 2608.080199 = -319051.952823
  nChanged 33
		SP:Iteration 23Q (13356.630000 sec): 3 clusters
  Score: Raw -321674.677045 + Penalty 2608.080199 = -319066.596846
  nChanged 16
		SP:Iteration 24Q (13356.640000 sec): 3 clusters
  Score: Raw -321679.969780 + Penalty 2608.080199 = -319071.889581
  nChanged 15
		SP:Iteration 25Q (13356.650000 sec): 3 clusters
  Score: Raw -321685.003901 + Penalty 2608.080199 = -319076.923702
  nChanged 12
		SP:Iteration 26Q (13356.660000 sec): 3 clusters
  Score: Raw -321690.621244 + Penalty 2608.080199 = -319082.541045
  nChanged 13
		SP:Iteration 27Q (13356.660000 sec): 3 clusters
  Score: Raw -321694.812450 + Penalty 2608.080199 = -319086.732251
  nChanged 10
		SP:Iteration 28Q (13356.670000 sec): 3 clusters
  Score: Raw -321697.635766 + Penalty 2608.080199 = -319089.555567
  nChanged 11
		SP:Iteration 29Q (13356.680000 sec): 3 clusters
  Score: Raw -321701.171150 + Penalty 2608.080199 = -319093.090951
  nChanged 5
		SP:Iteration 30Q (13356.680000 sec): 3 clusters
  Score: Raw -321704.088773 + Penalty 2608.080199 = -319096.008574
  nChanged 6
		SP:Iteration 31Q (13356.690000 sec): 3 clusters
  Score: Raw -321706.976152 + Penalty 2608.080199 = -319098.895954
  nChanged 6
		SP:Iteration 32Q (13356.700000 sec): 3 clusters
  Score: Raw -321710.195491 + Penalty 2608.080199 = -319102.115293
  nChanged 7
		SP:Iteration 33Q (13356.710000 sec): 3 clusters
  Score: Raw -321713.328332 + Penalty 2608.080199 = -319105.248133
  nChanged 4
		SP:Iteration 34Q (13356.720000 sec): 3 clusters
  Score: Raw -321715.300319 + Penalty 2608.080199 = -319107.220120
  nChanged 6
		SP:Iteration 35Q (13356.720000 sec): 3 clusters
  Score: Raw -321718.723314 + Penalty 2608.080199 = -319110.643115
  nChanged 5
		SP:Iteration 36Q (13356.730000 sec): 3 clusters
  Score: Raw -321719.925222 + Penalty 2608.080199 = -319111.845023
  nChanged 1
		SP:Iteration 37Q (13356.740000 sec): 3 clusters
  Score: Raw -321720.635568 + Penalty 2608.080199 = -319112.555369
  nChanged 4
		SP:Iteration 38Q (13356.740000 sec): 3 clusters
  Score: Raw -321722.202261 + Penalty 2608.080199 = -319114.122062
  nChanged 3
		SP:Iteration 39Q (13356.750000 sec): 3 clusters
  Score: Raw -321723.601792 + Penalty 2608.080199 = -319115.521593
  nChanged 3
		SP:Iteration 40F (13356.760000 sec): 3 clusters
  Score: Raw -321726.322961 + Penalty 2608.080199 = -319118.242762
  nChanged 8
		SP:Iteration 41Q (13356.770000 sec): 3 clusters
  Score: Raw -321730.050972 + Penalty 2608.080199 = -319121.970773
  nChanged 9
		SP:Iteration 42Q (13356.780000 sec): 3 clusters
  Score: Raw -321733.678327 + Penalty 2608.080199 = -319125.598129
  nChanged 10
		SP:Iteration 43Q (13356.780000 sec): 3 clusters
  Score: Raw -321736.965214 + Penalty 2608.080199 = -319128.885015
  nChanged 5
		SP:Iteration 44Q (13356.790000 sec): 3 clusters
  Score: Raw -321738.427703 + Penalty 2608.080199 = -319130.347504
  nChanged 6
		SP:Iteration 45Q (13356.800000 sec): 3 clusters
  Score: Raw -321741.053212 + Penalty 2608.080199 = -319132.973013
  nChanged 8
		SP:Iteration 46Q (13356.800000 sec): 3 clusters
  Score: Raw -321744.949112 + Penalty 2608.080199 = -319136.868913
  nChanged 11
		SP:Iteration 47Q (13356.810000 sec): 3 clusters
  Score: Raw -321750.667192 + Penalty 2608.080199 = -319142.586993
  nChanged 12
		SP:Iteration 48Q (13356.820000 sec): 3 clusters
  Score: Raw -321754.684568 + Penalty 2608.080199 = -319146.604369
  nChanged 6
		SP:Iteration 49Q (13356.830000 sec): 3 clusters
  Score: Raw -321757.164660 + Penalty 2608.080199 = -319149.084461
  nChanged 7
		SP:Iteration 50Q (13356.840000 sec): 3 clusters
  Score: Raw -321759.720316 + Penalty 2608.080199 = -319151.640117
  nChanged 7
		SP:Iteration 51Q (13356.840000 sec): 3 clusters
  Score: Raw -321761.690535 + Penalty 2608.080199 = -319153.610336
  nChanged 3
		SP:Iteration 52Q (13356.850000 sec): 3 clusters
  Score: Raw -321763.073173 + Penalty 2608.080199 = -319154.992974
  nChanged 2
		SP:Iteration 53Q (13356.860000 sec): 3 clusters
  Score: Raw -321763.501531 + Penalty 2608.080199 = -319155.421332
  nChanged 2
		SP:Iteration 54Q (13356.860000 sec): 3 clusters
  Score: Raw -321764.157772 + Penalty 2608.080199 = -319156.077574
  nChanged 1
		SP:Iteration 55Q (13356.870000 sec): 3 clusters
  Score: Raw -321764.527330 + Penalty 2608.080199 = -319156.447131
  nChanged 2
		SP:Iteration 56Q (13356.880000 sec): 3 clusters
  Score: Raw -321765.355984 + Penalty 2608.080199 = -319157.275785
  nChanged 2
		SP:Iteration 57Q (13356.890000 sec): 3 clusters
  Score: Raw -321766.234158 + Penalty 2608.080199 = -319158.153959
  nChanged 2
		SP:Iteration 58Q (13356.890000 sec): 3 clusters
  Score: Raw -321766.654786 + Penalty 2608.080199 = -319158.574588
  nChanged 2
		SP:Iteration 59Q (13356.900000 sec): 3 clusters
  Score: Raw -321767.086054 + Penalty 2608.080199 = -319159.005855
  nChanged 1
		SP:Iteration 60F (13356.910000 sec): 3 clusters
  Score: Raw -321767.388560 + Penalty 2608.080199 = -319159.308361
  nChanged 1
		SP:Iteration 61Q (13356.920000 sec): 3 clusters
  Score: Raw -321767.673113 + Penalty 2608.080199 = -319159.592914
  nChanged 0
		SP:Iteration 62F (13356.920000 sec): 3 clusters
  Score: Raw -321767.673113 + Penalty 2608.080199 = -319159.592914
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13356.960000 sec): 2 clusters
  Score: Raw -1162121.555346 + Penalty 1497.426096 = -1160624.129249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13356.980000 sec): 3 clusters
  Score: Raw -1156442.661687 + Penalty 2994.852193 = -1153447.809494
  nChanged 4355
		SP:Iteration 1F (13357.010000 sec): 3 clusters
  Score: Raw -1158691.484081 + Penalty 2994.852193 = -1155696.631888
  nChanged 564
		SP:Iteration 2F (13357.040000 sec): 3 clusters
  Score: Raw -1158930.883789 + Penalty 2994.852193 = -1155936.031596
  nChanged 551
		SP:Iteration 3F (13357.060000 sec): 3 clusters
  Score: Raw -1159188.502123 + Penalty 2994.852193 = -1156193.649931
  nChanged 561
		SP:Iteration 4F (13357.080000 sec): 3 clusters
  Score: Raw -1159511.765291 + Penalty 2994.852193 = -1156516.913098
  nChanged 562
		SP:Iteration 5F (13357.110000 sec): 3 clusters
  Score: Raw -1159884.055878 + Penalty 2994.852193 = -1156889.203685
  nChanged 633
		SP:Iteration 6F (13357.140000 sec): 3 clusters
  Score: Raw -1160307.725281 + Penalty 2994.852193 = -1157312.873088
  nChanged 596
		SP:Iteration 7F (13357.160000 sec): 3 clusters
  Score: Raw -1160730.288084 + Penalty 2994.852193 = -1157735.435891
  nChanged 548
		SP:Iteration 8F (13357.190000 sec): 3 clusters
  Score: Raw -1161142.379255 + Penalty 2994.852193 = -1158147.527062
  nChanged 495
		SP:Iteration 9Q (13357.210000 sec): 3 clusters
  Score: Raw -1161513.980400 + Penalty 2994.852193 = -1158519.128207
  nChanged 378
		SP:Iteration 10Q (13357.240000 sec): 3 clusters
  Score: Raw -1161796.439732 + Penalty 2994.852193 = -1158801.587539
  nChanged 292
		SP:Iteration 11Q (13357.260000 sec): 3 clusters
  Score: Raw -1162046.003233 + Penalty 2994.852193 = -1159051.151040
  nChanged 231
		SP:Iteration 12Q (13357.290000 sec): 3 clusters
  Score: Raw -1162267.045173 + Penalty 2994.852193 = -1159272.192980
  nChanged 184
		SP:Iteration 13Q (13357.310000 sec): 3 clusters
  Score: Raw -1162468.271599 + Penalty 2994.852193 = -1159473.419406
  nChanged 157
		SP:Iteration 14Q (13357.340000 sec): 3 clusters
  Score: Raw -1162626.621915 + Penalty 2994.852193 = -1159631.769722
  nChanged 109
		SP:Iteration 15Q (13357.360000 sec): 3 clusters
  Score: Raw -1162732.269606 + Penalty 2994.852193 = -1159737.417413
  nChanged 94
		SP:Iteration 16Q (13357.380000 sec): 3 clusters
  Score: Raw -1162799.112992 + Penalty 2994.852193 = -1159804.260799
  nChanged 73
		SP:Iteration 17Q (13357.400000 sec): 3 clusters
  Score: Raw -1162846.021505 + Penalty 2994.852193 = -1159851.169312
  nChanged 56
		SP:Iteration 18Q (13357.420000 sec): 3 clusters
  Score: Raw -1162875.019031 + Penalty 2994.852193 = -1159880.166838
  nChanged 42
		SP:Iteration 19Q (13357.440000 sec): 3 clusters
  Score: Raw -1162899.267166 + Penalty 2994.852193 = -1159904.414973
  nChanged 43
		SP:Iteration 20F (13357.460000 sec): 3 clusters
  Score: Raw -1162921.203421 + Penalty 2994.852193 = -1159926.351228
  nChanged 27
		SP:Iteration 21Q (13357.480000 sec): 3 clusters
  Score: Raw -1162930.650742 + Penalty 2994.852193 = -1159935.798550
  nChanged 22
		SP:Iteration 22Q (13357.500000 sec): 3 clusters
  Score: Raw -1162936.467144 + Penalty 2994.852193 = -1159941.614951
  nChanged 9
		SP:Iteration 23Q (13357.520000 sec): 3 clusters
  Score: Raw -1162939.080212 + Penalty 2994.852193 = -1159944.228019
  nChanged 10
		SP:Iteration 24Q (13357.540000 sec): 3 clusters
  Score: Raw -1162943.377018 + Penalty 2994.852193 = -1159948.524826
  nChanged 9
		SP:Iteration 25Q (13357.560000 sec): 3 clusters
  Score: Raw -1162944.976915 + Penalty 2994.852193 = -1159950.124722
  nChanged 4
		SP:Iteration 26Q (13357.580000 sec): 3 clusters
  Score: Raw -1162945.834721 + Penalty 2994.852193 = -1159950.982528
  nChanged 4
		SP:Iteration 27Q (13357.600000 sec): 3 clusters
  Score: Raw -1162946.444144 + Penalty 2994.852193 = -1159951.591951
  nChanged 2
		SP:Iteration 28Q (13357.620000 sec): 3 clusters
  Score: Raw -1162946.742229 + Penalty 2994.852193 = -1159951.890036
  nChanged 0
		SP:Iteration 29F (13357.640000 sec): 3 clusters
  Score: Raw -1162946.742229 + Penalty 2994.852193 = -1159951.890036
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13357.650000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13357.650000 sec): 3 clusters
  Score: Raw -30447.456531 + Penalty 1831.306621 = -28616.149910
  nChanged 35
		SP:Iteration 1F (13357.660000 sec): 3 clusters
  Score: Raw -30576.162656 + Penalty 1831.306621 = -28744.856035
  nChanged 16
		SP:Iteration 2F (13357.660000 sec): 3 clusters
  Score: Raw -30618.335889 + Penalty 1831.306621 = -28787.029268
  nChanged 7
		SP:Iteration 3Q (13357.660000 sec): 3 clusters
  Score: Raw -30643.133719 + Penalty 1831.306621 = -28811.827098
  nChanged 8
		SP:Iteration 4Q (13357.660000 sec): 3 clusters
  Score: Raw -30668.128759 + Penalty 1831.306621 = -28836.822138
  nChanged 8
		SP:Iteration 5Q (13357.660000 sec): 3 clusters
  Score: Raw -30690.450986 + Penalty 1831.306621 = -28859.144365
  nChanged 4
		SP:Iteration 6Q (13357.660000 sec): 3 clusters
  Score: Raw -30703.011523 + Penalty 1831.306621 = -28871.704902
  nChanged 6
		SP:Iteration 7Q (13357.660000 sec): 3 clusters
  Score: Raw -30725.749798 + Penalty 1831.306621 = -28894.443177
  nChanged 5
		SP:Iteration 8Q (13357.660000 sec): 3 clusters
  Score: Raw -30767.014027 + Penalty 1831.306621 = -28935.707406
  nChanged 2
		SP:Iteration 9Q (13357.660000 sec): 3 clusters
  Score: Raw -30779.731029 + Penalty 1831.306621 = -28948.424408
  nChanged 5
		SP:Iteration 10Q (13357.660000 sec): 3 clusters
  Score: Raw -30803.955827 + Penalty 1831.306621 = -28972.649206
  nChanged 5
		SP:Iteration 11Q (13357.660000 sec): 3 clusters
  Score: Raw -30823.272257 + Penalty 1831.306621 = -28991.965636
  nChanged 6
		SP:Iteration 12Q (13357.660000 sec): 3 clusters
  Score: Raw -30855.085197 + Penalty 1831.306621 = -29023.778576
  nChanged 3
		SP:Iteration 13Q (13357.660000 sec): 3 clusters
  Score: Raw -30865.826994 + Penalty 1831.306621 = -29034.520373
  nChanged 2
		SP:Iteration 14Q (13357.660000 sec): 3 clusters
  Score: Raw -30874.450983 + Penalty 1831.306621 = -29043.144362
  nChanged 4
		SP:Iteration 15Q (13357.660000 sec): 3 clusters
  Score: Raw -30895.539770 + Penalty 1831.306621 = -29064.233149
  nChanged 5
		SP:Iteration 16Q (13357.660000 sec): 3 clusters
  Score: Raw -30950.786217 + Penalty 1831.306621 = -29119.479596
  nChanged 7
		SP:Iteration 17Q (13357.660000 sec): 3 clusters
  Score: Raw -31012.892429 + Penalty 1831.306621 = -29181.585808
  nChanged 3
		SP:Iteration 18Q (13357.660000 sec): 3 clusters
  Score: Raw -31046.591158 + Penalty 1831.306621 = -29215.284537
  nChanged 0
		SP:Iteration 19F (13357.670000 sec): 3 clusters
  Score: Raw -31046.591158 + Penalty 1831.306621 = -29215.284537
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13357.670000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13357.670000 sec): 3 clusters
  Score: Raw -51889.564651 + Penalty 2005.802694 = -49883.761957
  nChanged 102
		SP:Iteration 1F (13357.670000 sec): 3 clusters
  Score: Raw -52058.082391 + Penalty 2005.802694 = -50052.279697
  nChanged 33
		SP:Iteration 2F (13357.680000 sec): 3 clusters
  Score: Raw -52133.382460 + Penalty 2005.802694 = -50127.579766
  nChanged 19
		SP:Iteration 3Q (13357.680000 sec): 3 clusters
  Score: Raw -52183.579760 + Penalty 2005.802694 = -50177.777066
  nChanged 15
		SP:Iteration 4Q (13357.680000 sec): 3 clusters
  Score: Raw -52218.888400 + Penalty 2005.802694 = -50213.085705
  nChanged 9
		SP:Iteration 5Q (13357.680000 sec): 3 clusters
  Score: Raw -52235.265225 + Penalty 2005.802694 = -50229.462531
  nChanged 8
		SP:Iteration 6Q (13357.680000 sec): 3 clusters
  Score: Raw -52251.572583 + Penalty 2005.802694 = -50245.769889
  nChanged 6
		SP:Iteration 7Q (13357.680000 sec): 3 clusters
  Score: Raw -52266.058874 + Penalty 2005.802694 = -50260.256179
  nChanged 3
		SP:Iteration 8Q (13357.680000 sec): 3 clusters
  Score: Raw -52270.631094 + Penalty 2005.802694 = -50264.828400
  nChanged 5
		SP:Iteration 9Q (13357.680000 sec): 3 clusters
  Score: Raw -52280.308517 + Penalty 2005.802694 = -50274.505823
  nChanged 5
		SP:Iteration 10Q (13357.680000 sec): 3 clusters
  Score: Raw -52287.313798 + Penalty 2005.802694 = -50281.511103
  nChanged 4
		SP:Iteration 11Q (13357.680000 sec): 3 clusters
  Score: Raw -52292.271453 + Penalty 2005.802694 = -50286.468759
  nChanged 2
		SP:Iteration 12Q (13357.690000 sec): 3 clusters
  Score: Raw -52294.296137 + Penalty 2005.802694 = -50288.493443
  nChanged 1
		SP:Iteration 13Q (13357.690000 sec): 3 clusters
  Score: Raw -52296.245708 + Penalty 2005.802694 = -50290.443014
  nChanged 0
		SP:Iteration 14F (13357.690000 sec): 3 clusters
  Score: Raw -52296.245708 + Penalty 2005.802694 = -50290.443014
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13357.700000 sec): 2 clusters
  Score: Raw -415429.376709 + Penalty 1337.987415 = -414091.389294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13357.710000 sec): 3 clusters
  Score: Raw -413540.613144 + Penalty 2675.974830 = -410864.638313
  nChanged 1440
		SP:Iteration 1F (13357.720000 sec): 3 clusters
  Score: Raw -414380.266655 + Penalty 2675.974830 = -411704.291825
  nChanged 251
		SP:Iteration 2F (13357.730000 sec): 3 clusters
  Score: Raw -414532.431870 + Penalty 2675.974830 = -411856.457040
  nChanged 224
		SP:Iteration 3F (13357.740000 sec): 3 clusters
  Score: Raw -414675.280308 + Penalty 2675.974830 = -411999.305478
  nChanged 192
		SP:Iteration 4F (13357.750000 sec): 3 clusters
  Score: Raw -414799.930939 + Penalty 2675.974830 = -412123.956108
  nChanged 169
		SP:Iteration 5Q (13357.760000 sec): 3 clusters
  Score: Raw -414920.058484 + Penalty 2675.974830 = -412244.083654
  nChanged 156
		SP:Iteration 6Q (13357.770000 sec): 3 clusters
  Score: Raw -415026.876820 + Penalty 2675.974830 = -412350.901989
  nChanged 147
		SP:Iteration 7Q (13357.780000 sec): 3 clusters
  Score: Raw -415122.805359 + Penalty 2675.974830 = -412446.830529
  nChanged 118
		SP:Iteration 8Q (13357.790000 sec): 3 clusters
  Score: Raw -415203.020688 + Penalty 2675.974830 = -412527.045858
  nChanged 120
		SP:Iteration 9Q (13357.800000 sec): 3 clusters
  Score: Raw -415284.181724 + Penalty 2675.974830 = -412608.206894
  nChanged 96
		SP:Iteration 10Q (13357.810000 sec): 3 clusters
  Score: Raw -415344.775381 + Penalty 2675.974830 = -412668.800550
  nChanged 89
		SP:Iteration 11Q (13357.820000 sec): 3 clusters
  Score: Raw -415396.898792 + Penalty 2675.974830 = -412720.923962
  nChanged 68
		SP:Iteration 12Q (13357.830000 sec): 3 clusters
  Score: Raw -415433.729693 + Penalty 2675.974830 = -412757.754862
  nChanged 45
		SP:Iteration 13Q (13357.840000 sec): 3 clusters
  Score: Raw -415460.093351 + Penalty 2675.974830 = -412784.118521
  nChanged 51
		SP:Iteration 14Q (13357.840000 sec): 3 clusters
  Score: Raw -415491.299101 + Penalty 2675.974830 = -412815.324271
  nChanged 41
		SP:Iteration 15Q (13357.860000 sec): 3 clusters
  Score: Raw -415516.754006 + Penalty 2675.974830 = -412840.779176
  nChanged 40
		SP:Iteration 16Q (13357.860000 sec): 3 clusters
  Score: Raw -415546.853874 + Penalty 2675.974830 = -412870.879043
  nChanged 44
		SP:Iteration 17Q (13357.870000 sec): 3 clusters
  Score: Raw -415573.462763 + Penalty 2675.974830 = -412897.487932
  nChanged 35
		SP:Iteration 18Q (13357.880000 sec): 3 clusters
  Score: Raw -415593.155418 + Penalty 2675.974830 = -412917.180587
  nChanged 27
		SP:Iteration 19Q (13357.890000 sec): 3 clusters
  Score: Raw -415611.429977 + Penalty 2675.974830 = -412935.455146
  nChanged 28
		SP:Iteration 20F (13357.900000 sec): 3 clusters
  Score: Raw -415626.488235 + Penalty 2675.974830 = -412950.513404
  nChanged 24
		SP:Iteration 21Q (13357.910000 sec): 3 clusters
  Score: Raw -415637.388838 + Penalty 2675.974830 = -412961.414008
  nChanged 26
		SP:Iteration 22Q (13357.920000 sec): 3 clusters
  Score: Raw -415654.316710 + Penalty 2675.974830 = -412978.341880
  nChanged 21
		SP:Iteration 23Q (13357.930000 sec): 3 clusters
  Score: Raw -415674.769342 + Penalty 2675.974830 = -412998.794512
  nChanged 21
		SP:Iteration 24Q (13357.940000 sec): 3 clusters
  Score: Raw -415689.176562 + Penalty 2675.974830 = -413013.201732
  nChanged 17
		SP:Iteration 25Q (13357.940000 sec): 3 clusters
  Score: Raw -415695.971783 + Penalty 2675.974830 = -413019.996953
  nChanged 10
		SP:Iteration 26Q (13357.950000 sec): 3 clusters
  Score: Raw -415700.512297 + Penalty 2675.974830 = -413024.537466
  nChanged 3
		SP:Iteration 27Q (13357.960000 sec): 3 clusters
  Score: Raw -415701.969021 + Penalty 2675.974830 = -413025.994190
  nChanged 3
		SP:Iteration 28Q (13357.970000 sec): 3 clusters
  Score: Raw -415703.838842 + Penalty 2675.974830 = -413027.864011
  nChanged 4
		SP:Iteration 29Q (13357.980000 sec): 3 clusters
  Score: Raw -415706.616852 + Penalty 2675.974830 = -413030.642021
  nChanged 5
		SP:Iteration 30Q (13357.990000 sec): 3 clusters
  Score: Raw -415708.908208 + Penalty 2675.974830 = -413032.933377
  nChanged 5
		SP:Iteration 31Q (13358.000000 sec): 3 clusters
  Score: Raw -415711.094538 + Penalty 2675.974830 = -413035.119707
  nChanged 4
		SP:Iteration 32Q (13358.000000 sec): 3 clusters
  Score: Raw -415712.603262 + Penalty 2675.974830 = -413036.628431
  nChanged 0
		SP:Iteration 33F (13358.020000 sec): 3 clusters
  Score: Raw -415712.603262 + Penalty 2675.974830 = -413036.628431
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13358.040000 sec): 2 clusters
  Score: Raw -730840.978473 + Penalty 1423.190937 = -729417.787537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13358.050000 sec): 3 clusters
  Score: Raw -727347.844670 + Penalty 2846.381874 = -724501.462797
  nChanged 2640
		SP:Iteration 1F (13358.070000 sec): 3 clusters
  Score: Raw -728743.823550 + Penalty 2846.381874 = -725897.441677
  nChanged 446
		SP:Iteration 2F (13358.080000 sec): 3 clusters
  Score: Raw -728981.735664 + Penalty 2846.381874 = -726135.353791
  nChanged 380
		SP:Iteration 3F (13358.100000 sec): 3 clusters
  Score: Raw -729168.628699 + Penalty 2846.381874 = -726322.246826
  nChanged 298
		SP:Iteration 4Q (13358.120000 sec): 3 clusters
  Score: Raw -729286.435437 + Penalty 2846.381874 = -726440.053563
  nChanged 241
		SP:Iteration 5Q (13358.130000 sec): 3 clusters
  Score: Raw -729382.697814 + Penalty 2846.381874 = -726536.315940
  nChanged 204
		SP:Iteration 6Q (13358.150000 sec): 3 clusters
  Score: Raw -729470.278353 + Penalty 2846.381874 = -726623.896479
  nChanged 208
		SP:Iteration 7Q (13358.160000 sec): 3 clusters
  Score: Raw -729553.926420 + Penalty 2846.381874 = -726707.544547
  nChanged 193
		SP:Iteration 8Q (13358.180000 sec): 3 clusters
  Score: Raw -729636.858970 + Penalty 2846.381874 = -726790.477097
  nChanged 172
		SP:Iteration 9Q (13358.200000 sec): 3 clusters
  Score: Raw -729703.315324 + Penalty 2846.381874 = -726856.933450
  nChanged 156
		SP:Iteration 10Q (13358.210000 sec): 3 clusters
  Score: Raw -729755.447577 + Penalty 2846.381874 = -726909.065704
  nChanged 136
		SP:Iteration 11Q (13358.230000 sec): 3 clusters
  Score: Raw -729798.307798 + Penalty 2846.381874 = -726951.925924
  nChanged 136
		SP:Iteration 12Q (13358.240000 sec): 3 clusters
  Score: Raw -729843.852122 + Penalty 2846.381874 = -726997.470248
  nChanged 140
		SP:Iteration 13Q (13358.260000 sec): 3 clusters
  Score: Raw -729897.054279 + Penalty 2846.381874 = -727050.672406
  nChanged 169
		SP:Iteration 14Q (13358.280000 sec): 3 clusters
  Score: Raw -729965.639497 + Penalty 2846.381874 = -727119.257624
  nChanged 184
		SP:Iteration 15Q (13358.290000 sec): 3 clusters
  Score: Raw -730050.301181 + Penalty 2846.381874 = -727203.919308
  nChanged 189
		SP:Iteration 16Q (13358.310000 sec): 3 clusters
  Score: Raw -730139.645875 + Penalty 2846.381874 = -727293.264001
  nChanged 195
		SP:Iteration 17Q (13358.320000 sec): 3 clusters
  Score: Raw -730243.957721 + Penalty 2846.381874 = -727397.575847
  nChanged 206
		SP:Iteration 18Q (13358.340000 sec): 3 clusters
  Score: Raw -730361.841275 + Penalty 2846.381874 = -727515.459401
  nChanged 180
		SP:Iteration 19Q (13358.360000 sec): 3 clusters
  Score: Raw -730463.651643 + Penalty 2846.381874 = -727617.269769
  nChanged 177
		SP:Iteration 20F (13358.370000 sec): 3 clusters
  Score: Raw -730564.025248 + Penalty 2846.381874 = -727717.643374
  nChanged 150
		SP:Iteration 21Q (13358.390000 sec): 3 clusters
  Score: Raw -730649.555312 + Penalty 2846.381874 = -727803.173438
  nChanged 131
		SP:Iteration 22Q (13358.400000 sec): 3 clusters
  Score: Raw -730732.525703 + Penalty 2846.381874 = -727886.143830
  nChanged 115
		SP:Iteration 23Q (13358.420000 sec): 3 clusters
  Score: Raw -730814.331407 + Penalty 2846.381874 = -727967.949533
  nChanged 95
		SP:Iteration 24Q (13358.440000 sec): 3 clusters
  Score: Raw -730885.012252 + Penalty 2846.381874 = -728038.630378
  nChanged 85
		SP:Iteration 25Q (13358.450000 sec): 3 clusters
  Score: Raw -730944.792250 + Penalty 2846.381874 = -728098.410376
  nChanged 58
		SP:Iteration 26Q (13358.470000 sec): 3 clusters
  Score: Raw -730984.138560 + Penalty 2846.381874 = -728137.756686
  nChanged 38
		SP:Iteration 27Q (13358.480000 sec): 3 clusters
  Score: Raw -731008.105780 + Penalty 2846.381874 = -728161.723907
  nChanged 29
		SP:Iteration 28Q (13358.500000 sec): 3 clusters
  Score: Raw -731030.459692 + Penalty 2846.381874 = -728184.077819
  nChanged 18
		SP:Iteration 29Q (13358.510000 sec): 3 clusters
  Score: Raw -731042.954274 + Penalty 2846.381874 = -728196.572400
  nChanged 16
		SP:Iteration 30Q (13358.530000 sec): 3 clusters
  Score: Raw -731054.073186 + Penalty 2846.381874 = -728207.691313
  nChanged 15
		SP:Iteration 31Q (13358.540000 sec): 3 clusters
  Score: Raw -731066.107579 + Penalty 2846.381874 = -728219.725706
  nChanged 15
		SP:Iteration 32Q (13358.560000 sec): 3 clusters
  Score: Raw -731079.087236 + Penalty 2846.381874 = -728232.705363
  nChanged 16
		SP:Iteration 33Q (13358.570000 sec): 3 clusters
  Score: Raw -731091.047672 + Penalty 2846.381874 = -728244.665799
  nChanged 11
		SP:Iteration 34Q (13358.580000 sec): 3 clusters
  Score: Raw -731097.214897 + Penalty 2846.381874 = -728250.833023
  nChanged 8
		SP:Iteration 35Q (13358.600000 sec): 3 clusters
  Score: Raw -731100.556009 + Penalty 2846.381874 = -728254.174135
  nChanged 4
		SP:Iteration 36Q (13358.610000 sec): 3 clusters
  Score: Raw -731102.576360 + Penalty 2846.381874 = -728256.194487
  nChanged 4
		SP:Iteration 37Q (13358.630000 sec): 3 clusters
  Score: Raw -731104.338366 + Penalty 2846.381874 = -728257.956492
  nChanged 3
		SP:Iteration 38Q (13358.640000 sec): 3 clusters
  Score: Raw -731105.322341 + Penalty 2846.381874 = -728258.940467
  nChanged 1
		SP:Iteration 39Q (13358.660000 sec): 3 clusters
  Score: Raw -731105.725731 + Penalty 2846.381874 = -728259.343858
  nChanged 1
		SP:Iteration 40F (13358.670000 sec): 3 clusters
  Score: Raw -731106.085688 + Penalty 2846.381874 = -728259.703815
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13358.680000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13358.680000 sec): 3 clusters
  Score: Raw -61100.658501 + Penalty 2039.909134 = -59060.749367
  nChanged 140
		SP:Iteration 1F (13358.680000 sec): 3 clusters
  Score: Raw -61291.594037 + Penalty 2039.909134 = -59251.684903
  nChanged 34
		SP:Iteration 2F (13358.680000 sec): 3 clusters
  Score: Raw -61343.859305 + Penalty 2039.909134 = -59303.950171
  nChanged 13
		SP:Iteration 3Q (13358.680000 sec): 3 clusters
  Score: Raw -61361.489117 + Penalty 2039.909134 = -59321.579983
  nChanged 7
		SP:Iteration 4Q (13358.680000 sec): 3 clusters
  Score: Raw -61369.289011 + Penalty 2039.909134 = -59329.379877
  nChanged 4
		SP:Iteration 5Q (13358.690000 sec): 3 clusters
  Score: Raw -61373.739879 + Penalty 2039.909134 = -59333.830745
  nChanged 1
		SP:Iteration 6Q (13358.690000 sec): 3 clusters
  Score: Raw -61374.126349 + Penalty 2039.909134 = -59334.217215
  nChanged 0
		SP:Iteration 7F (13358.690000 sec): 3 clusters
  Score: Raw -61374.126349 + Penalty 2039.909134 = -59334.217215
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13358.710000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13358.720000 sec): 3 clusters
  Score: Raw -543390.154136 + Penalty 2753.531628 = -540636.622508
  nChanged 1914
		SP:Iteration 1F (13358.730000 sec): 3 clusters
  Score: Raw -544443.031549 + Penalty 2753.531628 = -541689.499922
  nChanged 349
		SP:Iteration 2F (13358.740000 sec): 3 clusters
  Score: Raw -544648.904834 + Penalty 2753.531628 = -541895.373207
  nChanged 286
		SP:Iteration 3F (13358.760000 sec): 3 clusters
  Score: Raw -544828.221563 + Penalty 2753.531628 = -542074.689935
  nChanged 265
		SP:Iteration 4F (13358.770000 sec): 3 clusters
  Score: Raw -545020.751012 + Penalty 2753.531628 = -542267.219384
  nChanged 221
		SP:Iteration 5Q (13358.780000 sec): 3 clusters
  Score: Raw -545163.251196 + Penalty 2753.531628 = -542409.719568
  nChanged 191
		SP:Iteration 6Q (13358.790000 sec): 3 clusters
  Score: Raw -545286.251238 + Penalty 2753.531628 = -542532.719610
  nChanged 186
		SP:Iteration 7Q (13358.800000 sec): 3 clusters
  Score: Raw -545399.892078 + Penalty 2753.531628 = -542646.360450
  nChanged 172
		SP:Iteration 8Q (13358.820000 sec): 3 clusters
  Score: Raw -545512.834808 + Penalty 2753.531628 = -542759.303180
  nChanged 164
		SP:Iteration 9Q (13358.830000 sec): 3 clusters
  Score: Raw -545621.591216 + Penalty 2753.531628 = -542868.059588
  nChanged 150
		SP:Iteration 10Q (13358.840000 sec): 3 clusters
  Score: Raw -545703.332195 + Penalty 2753.531628 = -542949.800568
  nChanged 130
		SP:Iteration 11Q (13358.850000 sec): 3 clusters
  Score: Raw -545775.382589 + Penalty 2753.531628 = -543021.850961
  nChanged 117
		SP:Iteration 12Q (13358.860000 sec): 3 clusters
  Score: Raw -545837.121489 + Penalty 2753.531628 = -543083.589861
  nChanged 101
		SP:Iteration 13Q (13358.880000 sec): 3 clusters
  Score: Raw -545883.539391 + Penalty 2753.531628 = -543130.007763
  nChanged 84
		SP:Iteration 14Q (13358.890000 sec): 3 clusters
  Score: Raw -545925.784049 + Penalty 2753.531628 = -543172.252421
  nChanged 60
		SP:Iteration 15Q (13358.900000 sec): 3 clusters
  Score: Raw -545951.834172 + Penalty 2753.531628 = -543198.302544
  nChanged 58
		SP:Iteration 16Q (13358.910000 sec): 3 clusters
  Score: Raw -545975.071939 + Penalty 2753.531628 = -543221.540312
  nChanged 58
		SP:Iteration 17Q (13358.920000 sec): 3 clusters
  Score: Raw -545996.354190 + Penalty 2753.531628 = -543242.822562
  nChanged 39
		SP:Iteration 18Q (13358.930000 sec): 3 clusters
  Score: Raw -546008.477925 + Penalty 2753.531628 = -543254.946297
  nChanged 33
		SP:Iteration 19Q (13358.940000 sec): 3 clusters
  Score: Raw -546017.801606 + Penalty 2753.531628 = -543264.269978
  nChanged 27
		SP:Iteration 20F (13358.960000 sec): 3 clusters
  Score: Raw -546025.228414 + Penalty 2753.531628 = -543271.696786
  nChanged 22
		SP:Iteration 21Q (13358.970000 sec): 3 clusters
  Score: Raw -546031.241341 + Penalty 2753.531628 = -543277.709714
  nChanged 15
		SP:Iteration 22Q (13358.980000 sec): 3 clusters
  Score: Raw -546034.514520 + Penalty 2753.531628 = -543280.982892
  nChanged 15
		SP:Iteration 23Q (13358.990000 sec): 3 clusters
  Score: Raw -546038.016803 + Penalty 2753.531628 = -543284.485175
  nChanged 5
		SP:Iteration 24Q (13359.000000 sec): 3 clusters
  Score: Raw -546038.871729 + Penalty 2753.531628 = -543285.340101
  nChanged 5
		SP:Iteration 25Q (13359.010000 sec): 3 clusters
  Score: Raw -546039.723120 + Penalty 2753.531628 = -543286.191492
  nChanged 5
		SP:Iteration 26Q (13359.020000 sec): 3 clusters
  Score: Raw -546040.432104 + Penalty 2753.531628 = -543286.900476
  nChanged 7
		SP:Iteration 27Q (13359.040000 sec): 3 clusters
  Score: Raw -546041.907035 + Penalty 2753.531628 = -543288.375407
  nChanged 3
		SP:Iteration 28Q (13359.050000 sec): 3 clusters
  Score: Raw -546042.379893 + Penalty 2753.531628 = -543288.848265
  nChanged 1
		SP:Iteration 29Q (13359.060000 sec): 3 clusters
  Score: Raw -546042.689448 + Penalty 2753.531628 = -543289.157820
  nChanged 3
		SP:Iteration 30Q (13359.070000 sec): 3 clusters
  Score: Raw -546043.193261 + Penalty 2753.531628 = -543289.661633
  nChanged 2
		SP:Iteration 31Q (13359.080000 sec): 3 clusters
  Score: Raw -546043.762021 + Penalty 2753.531628 = -543290.230394
  nChanged 2
		SP:Iteration 32Q (13359.090000 sec): 3 clusters
  Score: Raw -546044.240437 + Penalty 2753.531628 = -543290.708809
  nChanged 3
		SP:Iteration 33Q (13359.100000 sec): 3 clusters
  Score: Raw -546044.985674 + Penalty 2753.531628 = -543291.454046
  nChanged 4
		SP:Iteration 34Q (13359.120000 sec): 3 clusters
  Score: Raw -546045.637891 + Penalty 2753.531628 = -543292.106263
  nChanged 5
		SP:Iteration 35Q (13359.120000 sec): 3 clusters
  Score: Raw -546046.707107 + Penalty 2753.531628 = -543293.175479
  nChanged 5
		SP:Iteration 36Q (13359.140000 sec): 3 clusters
  Score: Raw -546047.849099 + Penalty 2753.531628 = -543294.317471
  nChanged 2
		SP:Iteration 37Q (13359.150000 sec): 3 clusters
  Score: Raw -546048.207741 + Penalty 2753.531628 = -543294.676113
  nChanged 3
		SP:Iteration 38Q (13359.160000 sec): 3 clusters
  Score: Raw -546048.723169 + Penalty 2753.531628 = -543295.191541
  nChanged 2
		SP:Iteration 39Q (13359.170000 sec): 3 clusters
  Score: Raw -546048.950897 + Penalty 2753.531628 = -543295.419269
  nChanged 2
		SP:Iteration 40F (13359.180000 sec): 3 clusters
  Score: Raw -546049.159334 + Penalty 2753.531628 = -543295.627706
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.190000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13359.190000 sec): 3 clusters
  Score: Raw -42428.105824 + Penalty 1938.997690 = -40489.108134
  nChanged 86
		SP:Iteration 1F (13359.190000 sec): 3 clusters
  Score: Raw -42599.307242 + Penalty 1938.997690 = -40660.309551
  nChanged 31
		SP:Iteration 2F (13359.190000 sec): 3 clusters
  Score: Raw -42671.745740 + Penalty 1938.997690 = -40732.748050
  nChanged 17
		SP:Iteration 3Q (13359.190000 sec): 3 clusters
  Score: Raw -42712.656696 + Penalty 1938.997690 = -40773.659005
  nChanged 10
		SP:Iteration 4Q (13359.200000 sec): 3 clusters
  Score: Raw -42744.394298 + Penalty 1938.997690 = -40805.396608
  nChanged 7
		SP:Iteration 5Q (13359.200000 sec): 3 clusters
  Score: Raw -42760.986648 + Penalty 1938.997690 = -40821.988958
  nChanged 4
		SP:Iteration 6Q (13359.200000 sec): 3 clusters
  Score: Raw -42766.738474 + Penalty 1938.997690 = -40827.740783
  nChanged 1
		SP:Iteration 7Q (13359.200000 sec): 3 clusters
  Score: Raw -42769.042281 + Penalty 1938.997690 = -40830.044591
  nChanged 0
		SP:Iteration 8F (13359.200000 sec): 3 clusters
  Score: Raw -42769.042281 + Penalty 1938.997690 = -40830.044591
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.210000 sec): 2 clusters
  Score: Raw -204407.378686 + Penalty 1231.531738 = -203175.846948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13359.210000 sec): 3 clusters
  Score: Raw -203606.236303 + Penalty 2463.063476 = -201143.172826
  nChanged 696
		SP:Iteration 1F (13359.220000 sec): 3 clusters
  Score: Raw -204146.041281 + Penalty 2463.063476 = -201682.977805
  nChanged 182
		SP:Iteration 2F (13359.220000 sec): 3 clusters
  Score: Raw -204336.907124 + Penalty 2463.063476 = -201873.843648
  nChanged 125
		SP:Iteration 3F (13359.230000 sec): 3 clusters
  Score: Raw -204489.908461 + Penalty 2463.063476 = -202026.844984
  nChanged 90
		SP:Iteration 4Q (13359.230000 sec): 3 clusters
  Score: Raw -204620.955268 + Penalty 2463.063476 = -202157.891791
  nChanged 90
		SP:Iteration 5Q (13359.240000 sec): 3 clusters
  Score: Raw -204761.085131 + Penalty 2463.063476 = -202298.021655
  nChanged 103
		SP:Iteration 6F (13359.240000 sec): 3 clusters
  Score: Raw -204935.679542 + Penalty 2463.063476 = -202472.616065
  nChanged 67
		SP:Iteration 7Q (13359.250000 sec): 3 clusters
  Score: Raw -205024.798320 + Penalty 2463.063476 = -202561.734844
  nChanged 54
		SP:Iteration 8Q (13359.250000 sec): 3 clusters
  Score: Raw -205077.885996 + Penalty 2463.063476 = -202614.822520
  nChanged 40
		SP:Iteration 9Q (13359.260000 sec): 3 clusters
  Score: Raw -205117.139198 + Penalty 2463.063476 = -202654.075721
  nChanged 34
		SP:Iteration 10Q (13359.260000 sec): 3 clusters
  Score: Raw -205140.293256 + Penalty 2463.063476 = -202677.229780
  nChanged 25
		SP:Iteration 11Q (13359.260000 sec): 3 clusters
  Score: Raw -205159.240540 + Penalty 2463.063476 = -202696.177063
  nChanged 22
		SP:Iteration 12Q (13359.270000 sec): 3 clusters
  Score: Raw -205179.340257 + Penalty 2463.063476 = -202716.276780
  nChanged 24
		SP:Iteration 13Q (13359.270000 sec): 3 clusters
  Score: Raw -205200.313910 + Penalty 2463.063476 = -202737.250433
  nChanged 24
		SP:Iteration 14Q (13359.280000 sec): 3 clusters
  Score: Raw -205215.903270 + Penalty 2463.063476 = -202752.839794
  nChanged 17
		SP:Iteration 15Q (13359.280000 sec): 3 clusters
  Score: Raw -205228.578612 + Penalty 2463.063476 = -202765.515135
  nChanged 14
		SP:Iteration 16Q (13359.280000 sec): 3 clusters
  Score: Raw -205238.577131 + Penalty 2463.063476 = -202775.513655
  nChanged 12
		SP:Iteration 17Q (13359.290000 sec): 3 clusters
  Score: Raw -205250.640082 + Penalty 2463.063476 = -202787.576606
  nChanged 12
		SP:Iteration 18Q (13359.300000 sec): 3 clusters
  Score: Raw -205259.020511 + Penalty 2463.063476 = -202795.957035
  nChanged 11
		SP:Iteration 19Q (13359.300000 sec): 3 clusters
  Score: Raw -205265.402194 + Penalty 2463.063476 = -202802.338718
  nChanged 9
		SP:Iteration 20F (13359.300000 sec): 3 clusters
  Score: Raw -205271.398611 + Penalty 2463.063476 = -202808.335135
  nChanged 11
		SP:Iteration 21Q (13359.310000 sec): 3 clusters
  Score: Raw -205282.201675 + Penalty 2463.063476 = -202819.138198
  nChanged 16
		SP:Iteration 22Q (13359.310000 sec): 3 clusters
  Score: Raw -205296.046365 + Penalty 2463.063476 = -202832.982889
  nChanged 12
		SP:Iteration 23Q (13359.320000 sec): 3 clusters
  Score: Raw -205307.718532 + Penalty 2463.063476 = -202844.655056
  nChanged 14
		SP:Iteration 24Q (13359.320000 sec): 3 clusters
  Score: Raw -205316.161341 + Penalty 2463.063476 = -202853.097864
  nChanged 15
		SP:Iteration 25Q (13359.320000 sec): 3 clusters
  Score: Raw -205323.106475 + Penalty 2463.063476 = -202860.042999
  nChanged 11
		SP:Iteration 26Q (13359.330000 sec): 3 clusters
  Score: Raw -205330.888001 + Penalty 2463.063476 = -202867.824525
  nChanged 5
		SP:Iteration 27Q (13359.330000 sec): 3 clusters
  Score: Raw -205334.128279 + Penalty 2463.063476 = -202871.064802
  nChanged 3
		SP:Iteration 28Q (13359.340000 sec): 3 clusters
  Score: Raw -205335.498935 + Penalty 2463.063476 = -202872.435459
  nChanged 1
		SP:Iteration 29Q (13359.340000 sec): 3 clusters
  Score: Raw -205336.176549 + Penalty 2463.063476 = -202873.113073
  nChanged 1
		SP:Iteration 30Q (13359.350000 sec): 3 clusters
  Score: Raw -205337.108210 + Penalty 2463.063476 = -202874.044733
  nChanged 3
		SP:Iteration 31Q (13359.350000 sec): 3 clusters
  Score: Raw -205338.209744 + Penalty 2463.063476 = -202875.146267
  nChanged 0
		SP:Iteration 32F (13359.360000 sec): 3 clusters
  Score: Raw -205338.209744 + Penalty 2463.063476 = -202875.146267
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (2999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.370000 sec): 2 clusters
  Score: Raw -314046.677995 + Penalty 1300.980554 = -312745.697441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13359.380000 sec): 3 clusters
  Score: Raw -312630.202696 + Penalty 2601.961108 = -310028.241588
  nChanged 1143
		SP:Iteration 1F (13359.380000 sec): 3 clusters
  Score: Raw -313358.349503 + Penalty 2601.961108 = -310756.388395
  nChanged 261
		SP:Iteration 2F (13359.390000 sec): 3 clusters
  Score: Raw -313628.721618 + Penalty 2601.961108 = -311026.760509
  nChanged 224
		SP:Iteration 3F (13359.400000 sec): 3 clusters
  Score: Raw -313875.697616 + Penalty 2601.961108 = -311273.736508
  nChanged 198
		SP:Iteration 4F (13359.400000 sec): 3 clusters
  Score: Raw -314097.167567 + Penalty 2601.961108 = -311495.206458
  nChanged 190
		SP:Iteration 5F (13359.410000 sec): 3 clusters
  Score: Raw -314295.332256 + Penalty 2601.961108 = -311693.371148
  nChanged 159
		SP:Iteration 6F (13359.420000 sec): 3 clusters
  Score: Raw -314444.867570 + Penalty 2601.961108 = -311842.906462
  nChanged 115
		SP:Iteration 7Q (13359.430000 sec): 3 clusters
  Score: Raw -314546.837320 + Penalty 2601.961108 = -311944.876212
  nChanged 114
		SP:Iteration 8Q (13359.440000 sec): 3 clusters
  Score: Raw -314656.091860 + Penalty 2601.961108 = -312054.130752
  nChanged 95
		SP:Iteration 9Q (13359.440000 sec): 3 clusters
  Score: Raw -314723.310378 + Penalty 2601.961108 = -312121.349270
  nChanged 70
		SP:Iteration 10Q (13359.450000 sec): 3 clusters
  Score: Raw -314774.999874 + Penalty 2601.961108 = -312173.038766
  nChanged 57
		SP:Iteration 11Q (13359.460000 sec): 3 clusters
  Score: Raw -314816.617855 + Penalty 2601.961108 = -312214.656746
  nChanged 48
		SP:Iteration 12Q (13359.460000 sec): 3 clusters
  Score: Raw -314851.804134 + Penalty 2601.961108 = -312249.843026
  nChanged 45
		SP:Iteration 13Q (13359.470000 sec): 3 clusters
  Score: Raw -314891.450170 + Penalty 2601.961108 = -312289.489062
  nChanged 46
		SP:Iteration 14Q (13359.480000 sec): 3 clusters
  Score: Raw -314927.374362 + Penalty 2601.961108 = -312325.413254
  nChanged 39
		SP:Iteration 15Q (13359.480000 sec): 3 clusters
  Score: Raw -314954.309936 + Penalty 2601.961108 = -312352.348828
  nChanged 24
		SP:Iteration 16Q (13359.490000 sec): 3 clusters
  Score: Raw -314964.968605 + Penalty 2601.961108 = -312363.007497
  nChanged 13
		SP:Iteration 17Q (13359.500000 sec): 3 clusters
  Score: Raw -314969.831528 + Penalty 2601.961108 = -312367.870419
  nChanged 8
		SP:Iteration 18Q (13359.500000 sec): 3 clusters
  Score: Raw -314973.223103 + Penalty 2601.961108 = -312371.261995
  nChanged 8
		SP:Iteration 19Q (13359.510000 sec): 3 clusters
  Score: Raw -314976.092028 + Penalty 2601.961108 = -312374.130920
  nChanged 7
		SP:Iteration 20F (13359.520000 sec): 3 clusters
  Score: Raw -314978.589163 + Penalty 2601.961108 = -312376.628055
  nChanged 4
		SP:Iteration 21Q (13359.520000 sec): 3 clusters
  Score: Raw -314979.393368 + Penalty 2601.961108 = -312377.432260
  nChanged 2
		SP:Iteration 22Q (13359.530000 sec): 3 clusters
  Score: Raw -314980.137779 + Penalty 2601.961108 = -312378.176671
  nChanged 1
		SP:Iteration 23Q (13359.540000 sec): 3 clusters
  Score: Raw -314980.555111 + Penalty 2601.961108 = -312378.594003
  nChanged 1
		SP:Iteration 24Q (13359.550000 sec): 3 clusters
  Score: Raw -314981.016292 + Penalty 2601.961108 = -312379.055184
  nChanged 3
		SP:Iteration 25Q (13359.550000 sec): 3 clusters
  Score: Raw -314981.778744 + Penalty 2601.961108 = -312379.817636
  nChanged 4
		SP:Iteration 26Q (13359.560000 sec): 3 clusters
  Score: Raw -314982.964106 + Penalty 2601.961108 = -312381.002998
  nChanged 4
		SP:Iteration 27Q (13359.570000 sec): 3 clusters
  Score: Raw -314985.745944 + Penalty 2601.961108 = -312383.784836
  nChanged 9
		SP:Iteration 28Q (13359.570000 sec): 3 clusters
  Score: Raw -314989.847558 + Penalty 2601.961108 = -312387.886450
  nChanged 7
		SP:Iteration 29Q (13359.580000 sec): 3 clusters
  Score: Raw -314993.995456 + Penalty 2601.961108 = -312392.034348
  nChanged 7
		SP:Iteration 30Q (13359.590000 sec): 3 clusters
  Score: Raw -314997.595573 + Penalty 2601.961108 = -312395.634465
  nChanged 6
		SP:Iteration 31Q (13359.590000 sec): 3 clusters
  Score: Raw -315000.228917 + Penalty 2601.961108 = -312398.267809
  nChanged 4
		SP:Iteration 32Q (13359.600000 sec): 3 clusters
  Score: Raw -315001.479349 + Penalty 2601.961108 = -312399.518241
  nChanged 6
		SP:Iteration 33Q (13359.610000 sec): 3 clusters
  Score: Raw -315002.917920 + Penalty 2601.961108 = -312400.956812
  nChanged 3
		SP:Iteration 34Q (13359.620000 sec): 3 clusters
  Score: Raw -315003.768529 + Penalty 2601.961108 = -312401.807421
  nChanged 4
		SP:Iteration 35Q (13359.620000 sec): 3 clusters
  Score: Raw -315005.150502 + Penalty 2601.961108 = -312403.189394
  nChanged 3
		SP:Iteration 36Q (13359.630000 sec): 3 clusters
  Score: Raw -315006.332934 + Penalty 2601.961108 = -312404.371826
  nChanged 3
		SP:Iteration 37Q (13359.640000 sec): 3 clusters
  Score: Raw -315007.368649 + Penalty 2601.961108 = -312405.407541
  nChanged 4
		SP:Iteration 38Q (13359.640000 sec): 3 clusters
  Score: Raw -315008.454129 + Penalty 2601.961108 = -312406.493021
  nChanged 3
		SP:Iteration 39Q (13359.650000 sec): 3 clusters
  Score: Raw -315009.208363 + Penalty 2601.961108 = -312407.247255
  nChanged 1
		SP:Iteration 40F (13359.660000 sec): 3 clusters
  Score: Raw -315009.307262 + Penalty 2601.961108 = -312407.346154
  nChanged 1
		SP:Iteration 41Q (13359.660000 sec): 3 clusters
  Score: Raw -315009.972661 + Penalty 2601.961108 = -312408.011552
  nChanged 1
		SP:Iteration 42Q (13359.670000 sec): 3 clusters
  Score: Raw -315010.104345 + Penalty 2601.961108 = -312408.143237
  nChanged 0
		SP:Iteration 43F (13359.680000 sec): 3 clusters
  Score: Raw -315010.104345 + Penalty 2601.961108 = -312408.143237
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.680000 sec): 2 clusters
  Score: Raw -167130.263340 + Penalty 1203.491799 = -165926.771541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13359.690000 sec): 3 clusters
  Score: Raw -166486.826081 + Penalty 2406.983599 = -164079.842482
  nChanged 579
		SP:Iteration 1F (13359.700000 sec): 3 clusters
  Score: Raw -167054.605938 + Penalty 2406.983599 = -164647.622339
  nChanged 172
		SP:Iteration 2F (13359.700000 sec): 3 clusters
  Score: Raw -167284.337346 + Penalty 2406.983599 = -164877.353747
  nChanged 103
		SP:Iteration 3F (13359.700000 sec): 3 clusters
  Score: Raw -167418.450733 + Penalty 2406.983599 = -165011.467134
  nChanged 76
		SP:Iteration 4Q (13359.710000 sec): 3 clusters
  Score: Raw -167512.854206 + Penalty 2406.983599 = -165105.870607
  nChanged 61
		SP:Iteration 5Q (13359.710000 sec): 3 clusters
  Score: Raw -167586.647240 + Penalty 2406.983599 = -165179.663641
  nChanged 32
		SP:Iteration 6Q (13359.720000 sec): 3 clusters
  Score: Raw -167625.329461 + Penalty 2406.983599 = -165218.345862
  nChanged 40
		SP:Iteration 7Q (13359.720000 sec): 3 clusters
  Score: Raw -167660.291586 + Penalty 2406.983599 = -165253.307987
  nChanged 30
		SP:Iteration 8Q (13359.720000 sec): 3 clusters
  Score: Raw -167679.854265 + Penalty 2406.983599 = -165272.870666
  nChanged 13
		SP:Iteration 9Q (13359.720000 sec): 3 clusters
  Score: Raw -167691.865628 + Penalty 2406.983599 = -165284.882029
  nChanged 14
		SP:Iteration 10Q (13359.730000 sec): 3 clusters
  Score: Raw -167704.897124 + Penalty 2406.983599 = -165297.913525
  nChanged 13
		SP:Iteration 11Q (13359.730000 sec): 3 clusters
  Score: Raw -167714.904512 + Penalty 2406.983599 = -165307.920913
  nChanged 13
		SP:Iteration 12Q (13359.740000 sec): 3 clusters
  Score: Raw -167733.071735 + Penalty 2406.983599 = -165326.088136
  nChanged 15
		SP:Iteration 13Q (13359.740000 sec): 3 clusters
  Score: Raw -167747.502586 + Penalty 2406.983599 = -165340.518987
  nChanged 12
		SP:Iteration 14Q (13359.740000 sec): 3 clusters
  Score: Raw -167754.609983 + Penalty 2406.983599 = -165347.626384
  nChanged 7
		SP:Iteration 15Q (13359.750000 sec): 3 clusters
  Score: Raw -167759.467782 + Penalty 2406.983599 = -165352.484183
  nChanged 4
		SP:Iteration 16Q (13359.750000 sec): 3 clusters
  Score: Raw -167761.790210 + Penalty 2406.983599 = -165354.806612
  nChanged 3
		SP:Iteration 17Q (13359.760000 sec): 3 clusters
  Score: Raw -167762.614418 + Penalty 2406.983599 = -165355.630819
  nChanged 1
		SP:Iteration 18Q (13359.760000 sec): 3 clusters
  Score: Raw -167762.818690 + Penalty 2406.983599 = -165355.835091
  nChanged 0
		SP:Iteration 19F (13359.760000 sec): 3 clusters
  Score: Raw -167762.818690 + Penalty 2406.983599 = -165355.835091
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13359.970000 sec): 2 clusters
  Score: Raw -7070904.327560 + Penalty 1786.786978 = -7069117.540581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13360.130000 sec): 3 clusters
  Score: Raw -7032807.956535 + Penalty 3573.573957 = -7029234.382578
  nChanged 28194
		SP:Iteration 1F (13360.290000 sec): 3 clusters
  Score: Raw -7048814.761700 + Penalty 3573.573957 = -7045241.187743
  nChanged 1890
		SP:Iteration 2Q (13360.460000 sec): 3 clusters
  Score: Raw -7049210.682905 + Penalty 3573.573957 = -7045637.108948
  nChanged 1791
		SP:Iteration 3Q (13360.620000 sec): 3 clusters
  Score: Raw -7049603.227084 + Penalty 3573.573957 = -7046029.653127
  nChanged 1801
		SP:Iteration 4Q (13360.790000 sec): 3 clusters
  Score: Raw -7050023.474054 + Penalty 3573.573957 = -7046449.900097
  nChanged 1780
		SP:Iteration 5Q (13360.950000 sec): 3 clusters
  Score: Raw -7050469.185658 + Penalty 3573.573957 = -7046895.611701
  nChanged 1878
		SP:Iteration 6Q (13361.120000 sec): 3 clusters
  Score: Raw -7050997.645940 + Penalty 3573.573957 = -7047424.071983
  nChanged 2013
		SP:Iteration 7Q (13361.280000 sec): 3 clusters
  Score: Raw -7051631.685646 + Penalty 3573.573957 = -7048058.111689
  nChanged 2175
		SP:Iteration 8Q (13361.440000 sec): 3 clusters
  Score: Raw -7052406.937288 + Penalty 3573.573957 = -7048833.363332
  nChanged 2416
		SP:Iteration 9Q (13361.610000 sec): 3 clusters
  Score: Raw -7053461.556615 + Penalty 3573.573957 = -7049887.982658
  nChanged 2763
		SP:Iteration 10Q (13361.770000 sec): 3 clusters
  Score: Raw -7054990.199572 + Penalty 3573.573957 = -7051416.625616
  nChanged 3025
		SP:Iteration 11F (13361.930000 sec): 3 clusters
  Score: Raw -7057047.587061 + Penalty 3573.573957 = -7053474.013104
  nChanged 3246
		SP:Iteration 12F (13362.090000 sec): 3 clusters
  Score: Raw -7059295.767507 + Penalty 3573.573957 = -7055722.193550
  nChanged 3008
		SP:Iteration 13F (13362.250000 sec): 3 clusters
  Score: Raw -7060967.457473 + Penalty 3573.573957 = -7057393.883517
  nChanged 2176
		SP:Iteration 14Q (13362.410000 sec): 3 clusters
  Score: Raw -7061808.416181 + Penalty 3573.573957 = -7058234.842224
  nChanged 1420
		SP:Iteration 15Q (13362.570000 sec): 3 clusters
  Score: Raw -7062288.139530 + Penalty 3573.573957 = -7058714.565573
  nChanged 1125
		SP:Iteration 16Q (13362.730000 sec): 3 clusters
  Score: Raw -7062716.197659 + Penalty 3573.573957 = -7059142.623702
  nChanged 1083
		SP:Iteration 17Q (13362.890000 sec): 3 clusters
  Score: Raw -7063151.042818 + Penalty 3573.573957 = -7059577.468861
  nChanged 1124
		SP:Iteration 18Q (13363.040000 sec): 3 clusters
  Score: Raw -7063635.173899 + Penalty 3573.573957 = -7060061.599942
  nChanged 1168
		SP:Iteration 19Q (13363.200000 sec): 3 clusters
  Score: Raw -7064203.527305 + Penalty 3573.573957 = -7060629.953348
  nChanged 1232
		SP:Iteration 20F (13363.350000 sec): 3 clusters
  Score: Raw -7064837.039803 + Penalty 3573.573957 = -7061263.465847
  nChanged 1220
		SP:Iteration 21Q (13363.510000 sec): 3 clusters
  Score: Raw -7065428.743026 + Penalty 3573.573957 = -7061855.169069
  nChanged 1135
		SP:Iteration 22Q (13363.660000 sec): 3 clusters
  Score: Raw -7065948.966238 + Penalty 3573.573957 = -7062375.392281
  nChanged 1059
		SP:Iteration 23Q (13363.810000 sec): 3 clusters
  Score: Raw -7066373.182464 + Penalty 3573.573957 = -7062799.608507
  nChanged 925
		SP:Iteration 24Q (13363.960000 sec): 3 clusters
  Score: Raw -7066712.025876 + Penalty 3573.573957 = -7063138.451919
  nChanged 813
		SP:Iteration 25Q (13364.110000 sec): 3 clusters
  Score: Raw -7067007.350120 + Penalty 3573.573957 = -7063433.776163
  nChanged 757
		SP:Iteration 26Q (13364.260000 sec): 3 clusters
  Score: Raw -7067251.745745 + Penalty 3573.573957 = -7063678.171788
  nChanged 687
		SP:Iteration 27Q (13364.410000 sec): 3 clusters
  Score: Raw -7067435.908178 + Penalty 3573.573957 = -7063862.334221
  nChanged 561
		SP:Iteration 28Q (13364.550000 sec): 3 clusters
  Score: Raw -7067568.170149 + Penalty 3573.573957 = -7063994.596192
  nChanged 473
		SP:Iteration 29Q (13364.690000 sec): 3 clusters
  Score: Raw -7067671.524917 + Penalty 3573.573957 = -7064097.950960
  nChanged 440
		SP:Iteration 30Q (13364.840000 sec): 3 clusters
  Score: Raw -7067761.669231 + Penalty 3573.573957 = -7064188.095274
  nChanged 397
		SP:Iteration 31Q (13364.980000 sec): 3 clusters
  Score: Raw -7067837.892128 + Penalty 3573.573957 = -7064264.318171
  nChanged 371
		SP:Iteration 32Q (13365.130000 sec): 3 clusters
  Score: Raw -7067911.326139 + Penalty 3573.573957 = -7064337.752182
  nChanged 330
		SP:Iteration 33Q (13365.260000 sec): 3 clusters
  Score: Raw -7067962.991177 + Penalty 3573.573957 = -7064389.417220
  nChanged 298
		SP:Iteration 34Q (13365.400000 sec): 3 clusters
  Score: Raw -7068006.117302 + Penalty 3573.573957 = -7064432.543345
  nChanged 278
		SP:Iteration 35Q (13365.540000 sec): 3 clusters
  Score: Raw -7068046.093496 + Penalty 3573.573957 = -7064472.519539
  nChanged 265
		SP:Iteration 36Q (13365.680000 sec): 3 clusters
  Score: Raw -7068083.927250 + Penalty 3573.573957 = -7064510.353294
  nChanged 245
		SP:Iteration 37Q (13365.820000 sec): 3 clusters
  Score: Raw -7068116.339172 + Penalty 3573.573957 = -7064542.765215
  nChanged 226
		SP:Iteration 38Q (13365.950000 sec): 3 clusters
  Score: Raw -7068143.522837 + Penalty 3573.573957 = -7064569.948880
  nChanged 214
		SP:Iteration 39Q (13366.090000 sec): 3 clusters
  Score: Raw -7068170.286027 + Penalty 3573.573957 = -7064596.712070
  nChanged 231
		SP:Iteration 40F (13366.250000 sec): 3 clusters
  Score: Raw -7068200.303639 + Penalty 3573.573957 = -7064626.729682
  nChanged 226
		SP:Iteration 41Q (13366.390000 sec): 3 clusters
  Score: Raw -7068229.136854 + Penalty 3573.573957 = -7064655.562898
  nChanged 233
		SP:Iteration 42Q (13366.530000 sec): 3 clusters
  Score: Raw -7068258.417932 + Penalty 3573.573957 = -7064684.843975
  nChanged 251
		SP:Iteration 43Q (13366.670000 sec): 3 clusters
  Score: Raw -7068291.115160 + Penalty 3573.573957 = -7064717.541203
  nChanged 249
		SP:Iteration 44Q (13366.800000 sec): 3 clusters
  Score: Raw -7068325.722511 + Penalty 3573.573957 = -7064752.148555
  nChanged 275
		SP:Iteration 45Q (13366.940000 sec): 3 clusters
  Score: Raw -7068366.894467 + Penalty 3573.573957 = -7064793.320510
  nChanged 299
		SP:Iteration 46Q (13367.080000 sec): 3 clusters
  Score: Raw -7068417.386851 + Penalty 3573.573957 = -7064843.812894
  nChanged 297
		SP:Iteration 47Q (13367.210000 sec): 3 clusters
  Score: Raw -7068465.462657 + Penalty 3573.573957 = -7064891.888700
  nChanged 296
		SP:Iteration 48Q (13367.350000 sec): 3 clusters
  Score: Raw -7068512.553153 + Penalty 3573.573957 = -7064938.979196
  nChanged 283
		SP:Iteration 49Q (13367.490000 sec): 3 clusters
  Score: Raw -7068556.894543 + Penalty 3573.573957 = -7064983.320586
  nChanged 302
		SP:Iteration 50Q (13367.620000 sec): 3 clusters
  Score: Raw -7068609.024120 + Penalty 3573.573957 = -7065035.450163
  nChanged 333
		SP:Iteration 51Q (13367.750000 sec): 3 clusters
  Score: Raw -7068675.506514 + Penalty 3573.573957 = -7065101.932557
  nChanged 361
		SP:Iteration 52Q (13367.890000 sec): 3 clusters
  Score: Raw -7068747.209343 + Penalty 3573.573957 = -7065173.635386
  nChanged 314
		SP:Iteration 53Q (13368.020000 sec): 3 clusters
  Score: Raw -7068807.567964 + Penalty 3573.573957 = -7065233.994007
  nChanged 328
		SP:Iteration 54Q (13368.160000 sec): 3 clusters
  Score: Raw -7068877.118859 + Penalty 3573.573957 = -7065303.544902
  nChanged 323
		SP:Iteration 55Q (13368.290000 sec): 3 clusters
  Score: Raw -7068943.732764 + Penalty 3573.573957 = -7065370.158808
  nChanged 315
		SP:Iteration 56Q (13368.420000 sec): 3 clusters
  Score: Raw -7069007.274163 + Penalty 3573.573957 = -7065433.700206
  nChanged 302
		SP:Iteration 57Q (13368.550000 sec): 3 clusters
  Score: Raw -7069067.331591 + Penalty 3573.573957 = -7065493.757634
  nChanged 298
		SP:Iteration 58Q (13368.690000 sec): 3 clusters
  Score: Raw -7069127.882436 + Penalty 3573.573957 = -7065554.308479
  nChanged 300
		SP:Iteration 59Q (13368.810000 sec): 3 clusters
  Score: Raw -7069192.764103 + Penalty 3573.573957 = -7065619.190146
  nChanged 309
		SP:Iteration 60F (13368.970000 sec): 3 clusters
  Score: Raw -7069263.043064 + Penalty 3573.573957 = -7065689.469107
  nChanged 315
		SP:Iteration 61Q (13369.100000 sec): 3 clusters
  Score: Raw -7069333.410136 + Penalty 3573.573957 = -7065759.836179
  nChanged 331
		SP:Iteration 62Q (13369.230000 sec): 3 clusters
  Score: Raw -7069417.048169 + Penalty 3573.573957 = -7065843.474212
  nChanged 325
		SP:Iteration 63Q (13369.350000 sec): 3 clusters
  Score: Raw -7069495.340699 + Penalty 3573.573957 = -7065921.766742
  nChanged 298
		SP:Iteration 64Q (13369.480000 sec): 3 clusters
  Score: Raw -7069566.875823 + Penalty 3573.573957 = -7065993.301866
  nChanged 302
		SP:Iteration 65Q (13369.610000 sec): 3 clusters
  Score: Raw -7069644.467128 + Penalty 3573.573957 = -7066070.893171
  nChanged 305
		SP:Iteration 66Q (13369.730000 sec): 3 clusters
  Score: Raw -7069723.214494 + Penalty 3573.573957 = -7066149.640537
  nChanged 276
		SP:Iteration 67Q (13369.850000 sec): 3 clusters
  Score: Raw -7069796.340007 + Penalty 3573.573957 = -7066222.766050
  nChanged 273
		SP:Iteration 68Q (13369.980000 sec): 3 clusters
  Score: Raw -7069875.073968 + Penalty 3573.573957 = -7066301.500011
  nChanged 272
		SP:Iteration 69Q (13370.100000 sec): 3 clusters
  Score: Raw -7069952.273037 + Penalty 3573.573957 = -7066378.699080
  nChanged 271
		SP:Iteration 70Q (13370.220000 sec): 3 clusters
  Score: Raw -7070028.764534 + Penalty 3573.573957 = -7066455.190577
  nChanged 264
		SP:Iteration 71Q (13370.350000 sec): 3 clusters
  Score: Raw -7070103.769382 + Penalty 3573.573957 = -7066530.195425
  nChanged 240
		SP:Iteration 72Q (13370.470000 sec): 3 clusters
  Score: Raw -7070175.880046 + Penalty 3573.573957 = -7066602.306089
  nChanged 231
		SP:Iteration 73Q (13370.590000 sec): 3 clusters
  Score: Raw -7070247.382673 + Penalty 3573.573957 = -7066673.808716
  nChanged 232
		SP:Iteration 74Q (13370.710000 sec): 3 clusters
  Score: Raw -7070323.484544 + Penalty 3573.573957 = -7066749.910587
  nChanged 240
		SP:Iteration 75Q (13370.830000 sec): 3 clusters
  Score: Raw -7070403.429784 + Penalty 3573.573957 = -7066829.855827
  nChanged 226
		SP:Iteration 76Q (13370.940000 sec): 3 clusters
  Score: Raw -7070483.285562 + Penalty 3573.573957 = -7066909.711606
  nChanged 210
		SP:Iteration 77Q (13371.060000 sec): 3 clusters
  Score: Raw -7070565.947261 + Penalty 3573.573957 = -7066992.373304
  nChanged 208
		SP:Iteration 78Q (13371.180000 sec): 3 clusters
  Score: Raw -7070657.724170 + Penalty 3573.573957 = -7067084.150214
  nChanged 187
		SP:Iteration 79Q (13371.300000 sec): 3 clusters
  Score: Raw -7070729.040912 + Penalty 3573.573957 = -7067155.466955
  nChanged 134
		SP:Iteration 80F (13371.450000 sec): 3 clusters
  Score: Raw -7070773.718220 + Penalty 3573.573957 = -7067200.144263
  nChanged 121
		SP:Iteration 81Q (13371.570000 sec): 3 clusters
  Score: Raw -7070817.183822 + Penalty 3573.573957 = -7067243.609865
  nChanged 113
		SP:Iteration 82Q (13371.690000 sec): 3 clusters
  Score: Raw -7070857.512719 + Penalty 3573.573957 = -7067283.938763
  nChanged 99
		SP:Iteration 83Q (13371.800000 sec): 3 clusters
  Score: Raw -7070890.609241 + Penalty 3573.573957 = -7067317.035284
  nChanged 73
		SP:Iteration 84Q (13371.910000 sec): 3 clusters
  Score: Raw -7070913.554614 + Penalty 3573.573957 = -7067339.980657
  nChanged 67
		SP:Iteration 85Q (13372.030000 sec): 3 clusters
  Score: Raw -7070937.200519 + Penalty 3573.573957 = -7067363.626562
  nChanged 58
		SP:Iteration 86Q (13372.140000 sec): 3 clusters
  Score: Raw -7070956.151011 + Penalty 3573.573957 = -7067382.577054
  nChanged 52
		SP:Iteration 87Q (13372.260000 sec): 3 clusters
  Score: Raw -7070971.450924 + Penalty 3573.573957 = -7067397.876967
  nChanged 51
		SP:Iteration 88Q (13372.370000 sec): 3 clusters
  Score: Raw -7070989.159840 + Penalty 3573.573957 = -7067415.585883
  nChanged 41
		SP:Iteration 89Q (13372.490000 sec): 3 clusters
  Score: Raw -7071003.791857 + Penalty 3573.573957 = -7067430.217900
  nChanged 25
		SP:Iteration 90Q (13372.600000 sec): 3 clusters
  Score: Raw -7071010.576256 + Penalty 3573.573957 = -7067437.002299
  nChanged 27
		SP:Iteration 91Q (13372.710000 sec): 3 clusters
  Score: Raw -7071016.852007 + Penalty 3573.573957 = -7067443.278050
  nChanged 22
		SP:Iteration 92Q (13372.830000 sec): 3 clusters
  Score: Raw -7071022.524505 + Penalty 3573.573957 = -7067448.950548
  nChanged 18
		SP:Iteration 93Q (13372.940000 sec): 3 clusters
  Score: Raw -7071028.735729 + Penalty 3573.573957 = -7067455.161772
  nChanged 15
		SP:Iteration 94Q (13373.050000 sec): 3 clusters
  Score: Raw -7071033.705242 + Penalty 3573.573957 = -7067460.131285
  nChanged 20
		SP:Iteration 95Q (13373.170000 sec): 3 clusters
  Score: Raw -7071041.799034 + Penalty 3573.573957 = -7067468.225077
  nChanged 18
		SP:Iteration 96Q (13373.280000 sec): 3 clusters
  Score: Raw -7071048.832693 + Penalty 3573.573957 = -7067475.258736
  nChanged 27
		SP:Iteration 97Q (13373.390000 sec): 3 clusters
  Score: Raw -7071061.693226 + Penalty 3573.573957 = -7067488.119269
  nChanged 24
		SP:Iteration 98Q (13373.500000 sec): 3 clusters
  Score: Raw -7071069.530294 + Penalty 3573.573957 = -7067495.956337
  nChanged 22
		SP:Iteration 99Q (13373.610000 sec): 3 clusters
  Score: Raw -7071076.729848 + Penalty 3573.573957 = -7067503.155891
  nChanged 19
		SP:Iteration 100F (13373.770000 sec): 3 clusters
  Score: Raw -7071083.364246 + Penalty 3573.573957 = -7067509.790289
  nChanged 27
		SP:Iteration 101Q (13373.880000 sec): 3 clusters
  Score: Raw -7071093.825814 + Penalty 3573.573957 = -7067520.251857
  nChanged 19
		SP:Iteration 102Q (13374.000000 sec): 3 clusters
  Score: Raw -7071102.402551 + Penalty 3573.573957 = -7067528.828594
  nChanged 16
		SP:Iteration 103Q (13374.110000 sec): 3 clusters
  Score: Raw -7071108.806803 + Penalty 3573.573957 = -7067535.232846
  nChanged 13
		SP:Iteration 104Q (13374.230000 sec): 3 clusters
  Score: Raw -7071114.606605 + Penalty 3573.573957 = -7067541.032648
  nChanged 13
		SP:Iteration 105Q (13374.340000 sec): 3 clusters
  Score: Raw -7071119.045350 + Penalty 3573.573957 = -7067545.471393
  nChanged 10
		SP:Iteration 106Q (13374.450000 sec): 3 clusters
  Score: Raw -7071121.926298 + Penalty 3573.573957 = -7067548.352341
  nChanged 8
		SP:Iteration 107Q (13374.560000 sec): 3 clusters
  Score: Raw -7071124.923507 + Penalty 3573.573957 = -7067551.349550
  nChanged 7
		SP:Iteration 108Q (13374.670000 sec): 3 clusters
  Score: Raw -7071126.433223 + Penalty 3573.573957 = -7067552.859266
  nChanged 8
		SP:Iteration 109Q (13374.780000 sec): 3 clusters
  Score: Raw -7071128.857453 + Penalty 3573.573957 = -7067555.283496
  nChanged 12
		SP:Iteration 110Q (13374.890000 sec): 3 clusters
  Score: Raw -7071132.478993 + Penalty 3573.573957 = -7067558.905036
  nChanged 14
		SP:Iteration 111Q (13375.000000 sec): 3 clusters
  Score: Raw -7071137.083993 + Penalty 3573.573957 = -7067563.510036
  nChanged 10
		SP:Iteration 112Q (13375.110000 sec): 3 clusters
  Score: Raw -7071140.447528 + Penalty 3573.573957 = -7067566.873572
  nChanged 9
		SP:Iteration 113Q (13375.230000 sec): 3 clusters
  Score: Raw -7071143.903673 + Penalty 3573.573957 = -7067570.329716
  nChanged 12
		SP:Iteration 114Q (13375.330000 sec): 3 clusters
  Score: Raw -7071148.735765 + Penalty 3573.573957 = -7067575.161808
  nChanged 13
		SP:Iteration 115Q (13375.450000 sec): 3 clusters
  Score: Raw -7071153.065460 + Penalty 3573.573957 = -7067579.491503
  nChanged 9
		SP:Iteration 116Q (13375.560000 sec): 3 clusters
  Score: Raw -7071155.908992 + Penalty 3573.573957 = -7067582.335036
  nChanged 5
		SP:Iteration 117Q (13375.670000 sec): 3 clusters
  Score: Raw -7071158.103321 + Penalty 3573.573957 = -7067584.529364
  nChanged 5
		SP:Iteration 118Q (13375.790000 sec): 3 clusters
  Score: Raw -7071160.039627 + Penalty 3573.573957 = -7067586.465670
  nChanged 8
		SP:Iteration 119Q (13375.900000 sec): 3 clusters
  Score: Raw -7071162.563972 + Penalty 3573.573957 = -7067588.990015
  nChanged 4
		SP:Iteration 120F (13376.050000 sec): 3 clusters
  Score: Raw -7071163.980268 + Penalty 3573.573957 = -7067590.406311
  nChanged 4
		SP:Iteration 121Q (13376.170000 sec): 3 clusters
  Score: Raw -7071165.307705 + Penalty 3573.573957 = -7067591.733748
  nChanged 1
		SP:Iteration 122Q (13376.280000 sec): 3 clusters
  Score: Raw -7071165.540005 + Penalty 3573.573957 = -7067591.966048
  nChanged 1
		SP:Iteration 123Q (13376.390000 sec): 3 clusters
  Score: Raw -7071165.818694 + Penalty 3573.573957 = -7067592.244737
  nChanged 2
		SP:Iteration 124Q (13376.510000 sec): 3 clusters
  Score: Raw -7071166.142264 + Penalty 3573.573957 = -7067592.568307
  nChanged 0
		SP:Iteration 125F (13376.670000 sec): 3 clusters
  Score: Raw -7071166.142264 + Penalty 3573.573957 = -7067592.568307
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13376.710000 sec): 2 clusters
  Score: Raw -334348.209864 + Penalty 1294.964414 = -333053.245450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13376.710000 sec): 3 clusters
  Score: Raw -333013.849395 + Penalty 2589.928829 = -330423.920566
  nChanged 1085
		SP:Iteration 1F (13376.720000 sec): 3 clusters
  Score: Raw -333612.564714 + Penalty 2589.928829 = -331022.635885
  nChanged 205
		SP:Iteration 2F (13376.730000 sec): 3 clusters
  Score: Raw -333744.059041 + Penalty 2589.928829 = -331154.130212
  nChanged 136
		SP:Iteration 3Q (13376.740000 sec): 3 clusters
  Score: Raw -333807.016239 + Penalty 2589.928829 = -331217.087410
  nChanged 88
		SP:Iteration 4Q (13376.740000 sec): 3 clusters
  Score: Raw -333844.854914 + Penalty 2589.928829 = -331254.926085
  nChanged 59
		SP:Iteration 5Q (13376.750000 sec): 3 clusters
  Score: Raw -333867.868738 + Penalty 2589.928829 = -331277.939909
  nChanged 38
		SP:Iteration 6Q (13376.760000 sec): 3 clusters
  Score: Raw -333884.898751 + Penalty 2589.928829 = -331294.969922
  nChanged 42
		SP:Iteration 7Q (13376.770000 sec): 3 clusters
  Score: Raw -333906.800394 + Penalty 2589.928829 = -331316.871565
  nChanged 43
		SP:Iteration 8Q (13376.770000 sec): 3 clusters
  Score: Raw -333926.746554 + Penalty 2589.928829 = -331336.817725
  nChanged 36
		SP:Iteration 9Q (13376.780000 sec): 3 clusters
  Score: Raw -333940.148545 + Penalty 2589.928829 = -331350.219716
  nChanged 34
		SP:Iteration 10Q (13376.790000 sec): 3 clusters
  Score: Raw -333952.464281 + Penalty 2589.928829 = -331362.535452
  nChanged 25
		SP:Iteration 11Q (13376.790000 sec): 3 clusters
  Score: Raw -333959.734046 + Penalty 2589.928829 = -331369.805217
  nChanged 23
		SP:Iteration 12Q (13376.800000 sec): 3 clusters
  Score: Raw -333968.450375 + Penalty 2589.928829 = -331378.521546
  nChanged 29
		SP:Iteration 13Q (13376.810000 sec): 3 clusters
  Score: Raw -333980.281028 + Penalty 2589.928829 = -331390.352199
  nChanged 23
		SP:Iteration 14Q (13376.820000 sec): 3 clusters
  Score: Raw -333991.212193 + Penalty 2589.928829 = -331401.283364
  nChanged 30
		SP:Iteration 15Q (13376.830000 sec): 3 clusters
  Score: Raw -334003.580462 + Penalty 2589.928829 = -331413.651633
  nChanged 32
		SP:Iteration 16Q (13376.830000 sec): 3 clusters
  Score: Raw -334015.257539 + Penalty 2589.928829 = -331425.328710
  nChanged 16
		SP:Iteration 17Q (13376.840000 sec): 3 clusters
  Score: Raw -334019.978512 + Penalty 2589.928829 = -331430.049683
  nChanged 18
		SP:Iteration 18Q (13376.850000 sec): 3 clusters
  Score: Raw -334024.972078 + Penalty 2589.928829 = -331435.043249
  nChanged 16
		SP:Iteration 19Q (13376.850000 sec): 3 clusters
  Score: Raw -334031.215166 + Penalty 2589.928829 = -331441.286337
  nChanged 23
		SP:Iteration 20F (13376.860000 sec): 3 clusters
  Score: Raw -334040.765999 + Penalty 2589.928829 = -331450.837170
  nChanged 21
		SP:Iteration 21Q (13376.870000 sec): 3 clusters
  Score: Raw -334046.276982 + Penalty 2589.928829 = -331456.348153
  nChanged 19
		SP:Iteration 22Q (13376.870000 sec): 3 clusters
  Score: Raw -334050.822668 + Penalty 2589.928829 = -331460.893839
  nChanged 20
		SP:Iteration 23Q (13376.880000 sec): 3 clusters
  Score: Raw -334057.320446 + Penalty 2589.928829 = -331467.391618
  nChanged 19
		SP:Iteration 24Q (13376.890000 sec): 3 clusters
  Score: Raw -334063.830703 + Penalty 2589.928829 = -331473.901874
  nChanged 11
		SP:Iteration 25Q (13376.900000 sec): 3 clusters
  Score: Raw -334068.198014 + Penalty 2589.928829 = -331478.269186
  nChanged 11
		SP:Iteration 26Q (13376.900000 sec): 3 clusters
  Score: Raw -334072.214564 + Penalty 2589.928829 = -331482.285735
  nChanged 10
		SP:Iteration 27Q (13376.910000 sec): 3 clusters
  Score: Raw -334075.348508 + Penalty 2589.928829 = -331485.419679
  nChanged 8
		SP:Iteration 28Q (13376.920000 sec): 3 clusters
  Score: Raw -334078.216563 + Penalty 2589.928829 = -331488.287734
  nChanged 11
		SP:Iteration 29Q (13376.930000 sec): 3 clusters
  Score: Raw -334081.673118 + Penalty 2589.928829 = -331491.744289
  nChanged 9
		SP:Iteration 30Q (13376.930000 sec): 3 clusters
  Score: Raw -334083.885984 + Penalty 2589.928829 = -331493.957156
  nChanged 10
		SP:Iteration 31Q (13376.940000 sec): 3 clusters
  Score: Raw -334086.276709 + Penalty 2589.928829 = -331496.347880
  nChanged 9
		SP:Iteration 32Q (13376.950000 sec): 3 clusters
  Score: Raw -334088.571635 + Penalty 2589.928829 = -331498.642806
  nChanged 12
		SP:Iteration 33Q (13376.950000 sec): 3 clusters
  Score: Raw -334091.320996 + Penalty 2589.928829 = -331501.392167
  nChanged 16
		SP:Iteration 34Q (13376.960000 sec): 3 clusters
  Score: Raw -334096.808180 + Penalty 2589.928829 = -331506.879351
  nChanged 17
		SP:Iteration 35Q (13376.970000 sec): 3 clusters
  Score: Raw -334103.133549 + Penalty 2589.928829 = -331513.204720
  nChanged 20
		SP:Iteration 36Q (13376.980000 sec): 3 clusters
  Score: Raw -334113.381831 + Penalty 2589.928829 = -331523.453002
  nChanged 25
		SP:Iteration 37Q (13376.980000 sec): 3 clusters
  Score: Raw -334125.278427 + Penalty 2589.928829 = -331535.349598
  nChanged 26
		SP:Iteration 38Q (13376.990000 sec): 3 clusters
  Score: Raw -334136.289347 + Penalty 2589.928829 = -331546.360519
  nChanged 26
		SP:Iteration 39Q (13377.000000 sec): 3 clusters
  Score: Raw -334146.215620 + Penalty 2589.928829 = -331556.286791
  nChanged 23
		SP:Iteration 40F (13377.010000 sec): 3 clusters
  Score: Raw -334154.796979 + Penalty 2589.928829 = -331564.868150
  nChanged 22
		SP:Iteration 41Q (13377.010000 sec): 3 clusters
  Score: Raw -334163.006558 + Penalty 2589.928829 = -331573.077730
  nChanged 18
		SP:Iteration 42Q (13377.020000 sec): 3 clusters
  Score: Raw -334171.618773 + Penalty 2589.928829 = -331581.689944
  nChanged 15
		SP:Iteration 43Q (13377.030000 sec): 3 clusters
  Score: Raw -334178.371124 + Penalty 2589.928829 = -331588.442295
  nChanged 17
		SP:Iteration 44Q (13377.030000 sec): 3 clusters
  Score: Raw -334184.106796 + Penalty 2589.928829 = -331594.177967
  nChanged 22
		SP:Iteration 45Q (13377.040000 sec): 3 clusters
  Score: Raw -334191.080499 + Penalty 2589.928829 = -331601.151670
  nChanged 19
		SP:Iteration 46Q (13377.050000 sec): 3 clusters
  Score: Raw -334198.518443 + Penalty 2589.928829 = -331608.589614
  nChanged 24
		SP:Iteration 47Q (13377.050000 sec): 3 clusters
  Score: Raw -334211.994567 + Penalty 2589.928829 = -331622.065738
  nChanged 31
		SP:Iteration 48Q (13377.060000 sec): 3 clusters
  Score: Raw -334225.475793 + Penalty 2589.928829 = -331635.546964
  nChanged 27
		SP:Iteration 49Q (13377.070000 sec): 3 clusters
  Score: Raw -334239.388832 + Penalty 2589.928829 = -331649.460003
  nChanged 33
		SP:Iteration 50Q (13377.080000 sec): 3 clusters
  Score: Raw -334256.114423 + Penalty 2589.928829 = -331666.185594
  nChanged 33
		SP:Iteration 51Q (13377.090000 sec): 3 clusters
  Score: Raw -334275.385861 + Penalty 2589.928829 = -331685.457032
  nChanged 25
		SP:Iteration 52Q (13377.100000 sec): 3 clusters
  Score: Raw -334288.797812 + Penalty 2589.928829 = -331698.868983
  nChanged 20
		SP:Iteration 53Q (13377.100000 sec): 3 clusters
  Score: Raw -334299.564093 + Penalty 2589.928829 = -331709.635264
  nChanged 22
		SP:Iteration 54Q (13377.110000 sec): 3 clusters
  Score: Raw -334310.252970 + Penalty 2589.928829 = -331720.324141
  nChanged 19
		SP:Iteration 55Q (13377.120000 sec): 3 clusters
  Score: Raw -334317.677290 + Penalty 2589.928829 = -331727.748461
  nChanged 16
		SP:Iteration 56Q (13377.130000 sec): 3 clusters
  Score: Raw -334327.249672 + Penalty 2589.928829 = -331737.320843
  nChanged 14
		SP:Iteration 57Q (13377.130000 sec): 3 clusters
  Score: Raw -334337.493745 + Penalty 2589.928829 = -331747.564916
  nChanged 18
		SP:Iteration 58Q (13377.140000 sec): 3 clusters
  Score: Raw -334348.999027 + Penalty 2589.928829 = -331759.070198
  nChanged 28
		SP:Iteration 59Q (13377.150000 sec): 3 clusters
  Score: Raw -334365.009167 + Penalty 2589.928829 = -331775.080338
  nChanged 20
		SP:Iteration 60F (13377.160000 sec): 3 clusters
  Score: Raw -334376.373383 + Penalty 2589.928829 = -331786.444554
  nChanged 20
		SP:Iteration 61Q (13377.160000 sec): 3 clusters
  Score: Raw -334385.660133 + Penalty 2589.928829 = -331795.731305
  nChanged 16
		SP:Iteration 62Q (13377.170000 sec): 3 clusters
  Score: Raw -334398.427345 + Penalty 2589.928829 = -331808.498516
  nChanged 19
		SP:Iteration 63Q (13377.180000 sec): 3 clusters
  Score: Raw -334416.624745 + Penalty 2589.928829 = -331826.695916
  nChanged 19
		SP:Iteration 64Q (13377.180000 sec): 3 clusters
  Score: Raw -334432.211115 + Penalty 2589.928829 = -331842.282286
  nChanged 22
		SP:Iteration 65Q (13377.190000 sec): 3 clusters
  Score: Raw -334448.960036 + Penalty 2589.928829 = -331859.031208
  nChanged 22
		SP:Iteration 66Q (13377.200000 sec): 3 clusters
  Score: Raw -334465.932529 + Penalty 2589.928829 = -331876.003700
  nChanged 15
		SP:Iteration 67Q (13377.200000 sec): 3 clusters
  Score: Raw -334481.008122 + Penalty 2589.928829 = -331891.079293
  nChanged 18
		SP:Iteration 68Q (13377.210000 sec): 3 clusters
  Score: Raw -334490.291821 + Penalty 2589.928829 = -331900.362992
  nChanged 6
		SP:Iteration 69Q (13377.220000 sec): 3 clusters
  Score: Raw -334492.902416 + Penalty 2589.928829 = -331902.973588
  nChanged 5
		SP:Iteration 70Q (13377.220000 sec): 3 clusters
  Score: Raw -334496.837848 + Penalty 2589.928829 = -331906.909019
  nChanged 6
		SP:Iteration 71Q (13377.230000 sec): 3 clusters
  Score: Raw -334499.834503 + Penalty 2589.928829 = -331909.905674
  nChanged 6
		SP:Iteration 72Q (13377.240000 sec): 3 clusters
  Score: Raw -334504.938236 + Penalty 2589.928829 = -331915.009407
  nChanged 7
		SP:Iteration 73Q (13377.240000 sec): 3 clusters
  Score: Raw -334508.806497 + Penalty 2589.928829 = -331918.877669
  nChanged 3
		SP:Iteration 74Q (13377.250000 sec): 3 clusters
  Score: Raw -334509.832274 + Penalty 2589.928829 = -331919.903445
  nChanged 1
		SP:Iteration 75Q (13377.250000 sec): 3 clusters
  Score: Raw -334510.341846 + Penalty 2589.928829 = -331920.413017
  nChanged 0
		SP:Iteration 76F (13377.260000 sec): 3 clusters
  Score: Raw -334510.341846 + Penalty 2589.928829 = -331920.413017
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13377.300000 sec): 2 clusters
  Score: Raw -1379991.813841 + Penalty 1534.789584 = -1378457.024256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13377.340000 sec): 3 clusters
  Score: Raw -1372754.477381 + Penalty 3069.579169 = -1369684.898212
  nChanged 5500
		SP:Iteration 1F (13377.370000 sec): 3 clusters
  Score: Raw -1375835.351886 + Penalty 3069.579169 = -1372765.772717
  nChanged 791
		SP:Iteration 2F (13377.400000 sec): 3 clusters
  Score: Raw -1376220.127534 + Penalty 3069.579169 = -1373150.548365
  nChanged 707
		SP:Iteration 3F (13377.440000 sec): 3 clusters
  Score: Raw -1376586.118046 + Penalty 3069.579169 = -1373516.538878
  nChanged 638
		SP:Iteration 4F (13377.470000 sec): 3 clusters
  Score: Raw -1376914.856721 + Penalty 3069.579169 = -1373845.277552
  nChanged 605
		SP:Iteration 5Q (13377.500000 sec): 3 clusters
  Score: Raw -1377228.518886 + Penalty 3069.579169 = -1374158.939717
  nChanged 581
		SP:Iteration 6Q (13377.540000 sec): 3 clusters
  Score: Raw -1377575.970504 + Penalty 3069.579169 = -1374506.391335
  nChanged 613
		SP:Iteration 7Q (13377.570000 sec): 3 clusters
  Score: Raw -1377956.996754 + Penalty 3069.579169 = -1374887.417585
  nChanged 535
		SP:Iteration 8Q (13377.600000 sec): 3 clusters
  Score: Raw -1378307.543691 + Penalty 3069.579169 = -1375237.964522
  nChanged 522
		SP:Iteration 9Q (13377.640000 sec): 3 clusters
  Score: Raw -1378660.817724 + Penalty 3069.579169 = -1375591.238556
  nChanged 486
		SP:Iteration 10Q (13377.670000 sec): 3 clusters
  Score: Raw -1378992.118984 + Penalty 3069.579169 = -1375922.539815
  nChanged 425
		SP:Iteration 11Q (13377.700000 sec): 3 clusters
  Score: Raw -1379303.910181 + Penalty 3069.579169 = -1376234.331012
  nChanged 393
		SP:Iteration 12Q (13377.730000 sec): 3 clusters
  Score: Raw -1379597.584573 + Penalty 3069.579169 = -1376528.005404
  nChanged 323
		SP:Iteration 13Q (13377.760000 sec): 3 clusters
  Score: Raw -1379819.502101 + Penalty 3069.579169 = -1376749.922932
  nChanged 236
		SP:Iteration 14Q (13377.790000 sec): 3 clusters
  Score: Raw -1379961.206553 + Penalty 3069.579169 = -1376891.627384
  nChanged 217
		SP:Iteration 15Q (13377.820000 sec): 3 clusters
  Score: Raw -1380100.178218 + Penalty 3069.579169 = -1377030.599049
  nChanged 157
		SP:Iteration 16Q (13377.850000 sec): 3 clusters
  Score: Raw -1380190.461418 + Penalty 3069.579169 = -1377120.882249
  nChanged 118
		SP:Iteration 17Q (13377.880000 sec): 3 clusters
  Score: Raw -1380254.567542 + Penalty 3069.579169 = -1377184.988373
  nChanged 91
		SP:Iteration 18Q (13377.900000 sec): 3 clusters
  Score: Raw -1380304.059553 + Penalty 3069.579169 = -1377234.480384
  nChanged 75
		SP:Iteration 19Q (13377.930000 sec): 3 clusters
  Score: Raw -1380345.220835 + Penalty 3069.579169 = -1377275.641666
  nChanged 65
		SP:Iteration 20F (13377.960000 sec): 3 clusters
  Score: Raw -1380381.285850 + Penalty 3069.579169 = -1377311.706681
  nChanged 49
		SP:Iteration 21Q (13377.990000 sec): 3 clusters
  Score: Raw -1380405.603512 + Penalty 3069.579169 = -1377336.024343
  nChanged 42
		SP:Iteration 22Q (13378.020000 sec): 3 clusters
  Score: Raw -1380425.994320 + Penalty 3069.579169 = -1377356.415151
  nChanged 34
		SP:Iteration 23Q (13378.040000 sec): 3 clusters
  Score: Raw -1380443.295978 + Penalty 3069.579169 = -1377373.716809
  nChanged 22
		SP:Iteration 24Q (13378.070000 sec): 3 clusters
  Score: Raw -1380454.900667 + Penalty 3069.579169 = -1377385.321498
  nChanged 20
		SP:Iteration 25Q (13378.090000 sec): 3 clusters
  Score: Raw -1380466.614557 + Penalty 3069.579169 = -1377397.035388
  nChanged 24
		SP:Iteration 26Q (13378.120000 sec): 3 clusters
  Score: Raw -1380479.184485 + Penalty 3069.579169 = -1377409.605316
  nChanged 23
		SP:Iteration 27Q (13378.140000 sec): 3 clusters
  Score: Raw -1380490.676497 + Penalty 3069.579169 = -1377421.097328
  nChanged 15
		SP:Iteration 28Q (13378.170000 sec): 3 clusters
  Score: Raw -1380497.439630 + Penalty 3069.579169 = -1377427.860461
  nChanged 12
		SP:Iteration 29Q (13378.200000 sec): 3 clusters
  Score: Raw -1380503.598866 + Penalty 3069.579169 = -1377434.019697
  nChanged 15
		SP:Iteration 30Q (13378.220000 sec): 3 clusters
  Score: Raw -1380512.064972 + Penalty 3069.579169 = -1377442.485803
  nChanged 8
		SP:Iteration 31Q (13378.240000 sec): 3 clusters
  Score: Raw -1380516.869797 + Penalty 3069.579169 = -1377447.290628
  nChanged 11
		SP:Iteration 32Q (13378.270000 sec): 3 clusters
  Score: Raw -1380523.634186 + Penalty 3069.579169 = -1377454.055017
  nChanged 9
		SP:Iteration 33Q (13378.290000 sec): 3 clusters
  Score: Raw -1380527.903816 + Penalty 3069.579169 = -1377458.324647
  nChanged 12
		SP:Iteration 34Q (13378.320000 sec): 3 clusters
  Score: Raw -1380533.301223 + Penalty 3069.579169 = -1377463.722054
  nChanged 9
		SP:Iteration 35Q (13378.340000 sec): 3 clusters
  Score: Raw -1380538.615252 + Penalty 3069.579169 = -1377469.036083
  nChanged 10
		SP:Iteration 36Q (13378.360000 sec): 3 clusters
  Score: Raw -1380544.138653 + Penalty 3069.579169 = -1377474.559484
  nChanged 7
		SP:Iteration 37Q (13378.390000 sec): 3 clusters
  Score: Raw -1380547.000134 + Penalty 3069.579169 = -1377477.420965
  nChanged 6
		SP:Iteration 38Q (13378.410000 sec): 3 clusters
  Score: Raw -1380549.636338 + Penalty 3069.579169 = -1377480.057169
  nChanged 4
		SP:Iteration 39Q (13378.440000 sec): 3 clusters
  Score: Raw -1380552.094222 + Penalty 3069.579169 = -1377482.515053
  nChanged 5
		SP:Iteration 40F (13378.470000 sec): 3 clusters
  Score: Raw -1380554.569861 + Penalty 3069.579169 = -1377484.990692
  nChanged 5
		SP:Iteration 41Q (13378.490000 sec): 3 clusters
  Score: Raw -1380558.093630 + Penalty 3069.579169 = -1377488.514461
  nChanged 7
		SP:Iteration 42Q (13378.520000 sec): 3 clusters
  Score: Raw -1380562.260565 + Penalty 3069.579169 = -1377492.681396
  nChanged 5
		SP:Iteration 43Q (13378.540000 sec): 3 clusters
  Score: Raw -1380564.749199 + Penalty 3069.579169 = -1377495.170030
  nChanged 3
		SP:Iteration 44Q (13378.570000 sec): 3 clusters
  Score: Raw -1380565.796343 + Penalty 3069.579169 = -1377496.217174
  nChanged 3
		SP:Iteration 45Q (13378.590000 sec): 3 clusters
  Score: Raw -1380567.367393 + Penalty 3069.579169 = -1377497.788224
  nChanged 5
		SP:Iteration 46Q (13378.620000 sec): 3 clusters
  Score: Raw -1380568.903433 + Penalty 3069.579169 = -1377499.324264
  nChanged 1
		SP:Iteration 47Q (13378.640000 sec): 3 clusters
  Score: Raw -1380569.102425 + Penalty 3069.579169 = -1377499.523256
  nChanged 0
		SP:Iteration 48F (13378.670000 sec): 3 clusters
  Score: Raw -1380569.102425 + Penalty 3069.579169 = -1377499.523256
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13378.680000 sec): 2 clusters
  Score: Raw -124611.802318 + Penalty 1155.488120 = -123456.314198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13378.690000 sec): 3 clusters
  Score: Raw -124217.917320 + Penalty 2310.976240 = -121906.941080
  nChanged 371
		SP:Iteration 1F (13378.690000 sec): 3 clusters
  Score: Raw -124607.074768 + Penalty 2310.976240 = -122296.098528
  nChanged 112
		SP:Iteration 2F (13378.690000 sec): 3 clusters
  Score: Raw -124795.819391 + Penalty 2310.976240 = -122484.843151
  nChanged 78
		SP:Iteration 3F (13378.700000 sec): 3 clusters
  Score: Raw -124950.522849 + Penalty 2310.976240 = -122639.546609
  nChanged 69
		SP:Iteration 4F (13378.700000 sec): 3 clusters
  Score: Raw -125072.308584 + Penalty 2310.976240 = -122761.332344
  nChanged 60
		SP:Iteration 5Q (13378.700000 sec): 3 clusters
  Score: Raw -125175.316229 + Penalty 2310.976240 = -122864.339989
  nChanged 45
		SP:Iteration 6Q (13378.700000 sec): 3 clusters
  Score: Raw -125252.763908 + Penalty 2310.976240 = -122941.787668
  nChanged 27
		SP:Iteration 7Q (13378.710000 sec): 3 clusters
  Score: Raw -125297.996331 + Penalty 2310.976240 = -122987.020091
  nChanged 19
		SP:Iteration 8Q (13378.710000 sec): 3 clusters
  Score: Raw -125318.156210 + Penalty 2310.976240 = -123007.179970
  nChanged 10
		SP:Iteration 9Q (13378.710000 sec): 3 clusters
  Score: Raw -125332.521588 + Penalty 2310.976240 = -123021.545348
  nChanged 9
		SP:Iteration 10Q (13378.720000 sec): 3 clusters
  Score: Raw -125350.146041 + Penalty 2310.976240 = -123039.169801
  nChanged 10
		SP:Iteration 11Q (13378.720000 sec): 3 clusters
  Score: Raw -125361.759437 + Penalty 2310.976240 = -123050.783197
  nChanged 5
		SP:Iteration 12Q (13378.720000 sec): 3 clusters
  Score: Raw -125367.908806 + Penalty 2310.976240 = -123056.932566
  nChanged 3
		SP:Iteration 13Q (13378.720000 sec): 3 clusters
  Score: Raw -125372.105985 + Penalty 2310.976240 = -123061.129745
  nChanged 3
		SP:Iteration 14Q (13378.720000 sec): 3 clusters
  Score: Raw -125375.532435 + Penalty 2310.976240 = -123064.556195
  nChanged 2
		SP:Iteration 15Q (13378.730000 sec): 3 clusters
  Score: Raw -125377.110142 + Penalty 2310.976240 = -123066.133902
  nChanged 2
		SP:Iteration 16Q (13378.730000 sec): 3 clusters
  Score: Raw -125378.853613 + Penalty 2310.976240 = -123067.877373
  nChanged 4
		SP:Iteration 17Q (13378.730000 sec): 3 clusters
  Score: Raw -125386.778552 + Penalty 2310.976240 = -123075.802312
  nChanged 8
		SP:Iteration 18Q (13378.740000 sec): 3 clusters
  Score: Raw -125408.922291 + Penalty 2310.976240 = -123097.946052
  nChanged 11
		SP:Iteration 19Q (13378.740000 sec): 3 clusters
  Score: Raw -125429.054959 + Penalty 2310.976240 = -123118.078720
  nChanged 9
		SP:Iteration 20F (13378.740000 sec): 3 clusters
  Score: Raw -125442.811974 + Penalty 2310.976240 = -123131.835734
  nChanged 7
		SP:Iteration 21Q (13378.740000 sec): 3 clusters
  Score: Raw -125449.790810 + Penalty 2310.976240 = -123138.814570
  nChanged 6
		SP:Iteration 22Q (13378.750000 sec): 3 clusters
  Score: Raw -125454.804619 + Penalty 2310.976240 = -123143.828379
  nChanged 2
		SP:Iteration 23Q (13378.750000 sec): 3 clusters
  Score: Raw -125458.027435 + Penalty 2310.976240 = -123147.051195
  nChanged 3
		SP:Iteration 24Q (13378.750000 sec): 3 clusters
  Score: Raw -125463.094302 + Penalty 2310.976240 = -123152.118062
  nChanged 5
		SP:Iteration 25Q (13378.760000 sec): 3 clusters
  Score: Raw -125476.269289 + Penalty 2310.976240 = -123165.293049
  nChanged 8
		SP:Iteration 26Q (13378.760000 sec): 3 clusters
  Score: Raw -125491.130046 + Penalty 2310.976240 = -123180.153806
  nChanged 7
		SP:Iteration 27Q (13378.760000 sec): 3 clusters
  Score: Raw -125506.532791 + Penalty 2310.976240 = -123195.556551
  nChanged 9
		SP:Iteration 28Q (13378.760000 sec): 3 clusters
  Score: Raw -125523.133027 + Penalty 2310.976240 = -123212.156787
  nChanged 7
		SP:Iteration 29Q (13378.760000 sec): 3 clusters
  Score: Raw -125537.816332 + Penalty 2310.976240 = -123226.840092
  nChanged 6
		SP:Iteration 30Q (13378.770000 sec): 3 clusters
  Score: Raw -125547.977914 + Penalty 2310.976240 = -123237.001674
  nChanged 7
		SP:Iteration 31Q (13378.770000 sec): 3 clusters
  Score: Raw -125557.304895 + Penalty 2310.976240 = -123246.328655
  nChanged 4
		SP:Iteration 32Q (13378.770000 sec): 3 clusters
  Score: Raw -125559.847883 + Penalty 2310.976240 = -123248.871643
  nChanged 2
		SP:Iteration 33Q (13378.780000 sec): 3 clusters
  Score: Raw -125561.197632 + Penalty 2310.976240 = -123250.221392
  nChanged 2
		SP:Iteration 34Q (13378.780000 sec): 3 clusters
  Score: Raw -125562.350032 + Penalty 2310.976240 = -123251.373792
  nChanged 0
		SP:Iteration 35F (13378.780000 sec): 3 clusters
  Score: Raw -125562.350032 + Penalty 2310.976240 = -123251.373792
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13378.780000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13378.790000 sec): 3 clusters
  Score: Raw -69573.902922 + Penalty 2094.342658 = -67479.560264
  nChanged 156
		SP:Iteration 1F (13378.790000 sec): 3 clusters
  Score: Raw -69754.091999 + Penalty 2094.342658 = -67659.749341
  nChanged 33
		SP:Iteration 2F (13378.790000 sec): 3 clusters
  Score: Raw -69795.919554 + Penalty 2094.342658 = -67701.576896
  nChanged 22
		SP:Iteration 3Q (13378.790000 sec): 3 clusters
  Score: Raw -69836.508436 + Penalty 2094.342658 = -67742.165777
  nChanged 13
		SP:Iteration 4Q (13378.790000 sec): 3 clusters
  Score: Raw -69855.327463 + Penalty 2094.342658 = -67760.984805
  nChanged 10
		SP:Iteration 5Q (13378.800000 sec): 3 clusters
  Score: Raw -69873.482307 + Penalty 2094.342658 = -67779.139648
  nChanged 14
		SP:Iteration 6Q (13378.800000 sec): 3 clusters
  Score: Raw -69890.837423 + Penalty 2094.342658 = -67796.494764
  nChanged 8
		SP:Iteration 7Q (13378.800000 sec): 3 clusters
  Score: Raw -69901.866277 + Penalty 2094.342658 = -67807.523618
  nChanged 9
		SP:Iteration 8Q (13378.800000 sec): 3 clusters
  Score: Raw -69915.351191 + Penalty 2094.342658 = -67821.008533
  nChanged 6
		SP:Iteration 9Q (13378.800000 sec): 3 clusters
  Score: Raw -69922.463093 + Penalty 2094.342658 = -67828.120434
  nChanged 4
		SP:Iteration 10Q (13378.800000 sec): 3 clusters
  Score: Raw -69929.523425 + Penalty 2094.342658 = -67835.180766
  nChanged 3
		SP:Iteration 11Q (13378.800000 sec): 3 clusters
  Score: Raw -69932.084851 + Penalty 2094.342658 = -67837.742192
  nChanged 1
		SP:Iteration 12Q (13378.800000 sec): 3 clusters
  Score: Raw -69934.146755 + Penalty 2094.342658 = -67839.804096
  nChanged 3
		SP:Iteration 13Q (13378.810000 sec): 3 clusters
  Score: Raw -69942.454382 + Penalty 2094.342658 = -67848.111723
  nChanged 5
		SP:Iteration 14Q (13378.810000 sec): 3 clusters
  Score: Raw -69950.555935 + Penalty 2094.342658 = -67856.213276
  nChanged 3
		SP:Iteration 15Q (13378.810000 sec): 3 clusters
  Score: Raw -69954.418394 + Penalty 2094.342658 = -67860.075735
  nChanged 5
		SP:Iteration 16Q (13378.810000 sec): 3 clusters
  Score: Raw -69960.930113 + Penalty 2094.342658 = -67866.587455
  nChanged 1
		SP:Iteration 17Q (13378.810000 sec): 3 clusters
  Score: Raw -69962.085063 + Penalty 2094.342658 = -67867.742404
  nChanged 0
		SP:Iteration 18F (13378.820000 sec): 3 clusters
  Score: Raw -69962.085063 + Penalty 2094.342658 = -67867.742404
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13380.310000 sec): 2 clusters
  Score: Raw -58064096.017129 + Penalty 2131.333183 = -58061964.683946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13381.670000 sec): 3 clusters
  Score: Raw -57729934.059455 + Penalty 4262.666366 = -57725671.393088
  nChanged 243255
		SP:Iteration 1F (13383.000000 sec): 3 clusters
  Score: Raw -57879963.673747 + Penalty 4262.666366 = -57875701.007381
  nChanged 19371
		SP:Iteration 2Q (13384.360000 sec): 3 clusters
  Score: Raw -57886787.885104 + Penalty 4262.666366 = -57882525.218737
  nChanged 24322
		SP:Iteration 3Q (13385.740000 sec): 3 clusters
  Score: Raw -57897641.944666 + Penalty 4262.666366 = -57893379.278299
  nChanged 30038
		SP:Iteration 4F (13387.080000 sec): 3 clusters
  Score: Raw -57914140.870619 + Penalty 4262.666366 = -57909878.204252
  nChanged 34746
		SP:Iteration 5F (13388.430000 sec): 3 clusters
  Score: Raw -57936619.584135 + Penalty 4262.666366 = -57932356.917768
  nChanged 36551
		SP:Iteration 6F (13389.760000 sec): 3 clusters
  Score: Raw -57963681.624561 + Penalty 4262.666366 = -57959418.958194
  nChanged 34942
		SP:Iteration 7F (13391.080000 sec): 3 clusters
  Score: Raw -57992392.324336 + Penalty 4262.666366 = -57988129.657970
  nChanged 30385
		SP:Iteration 8F (13392.400000 sec): 3 clusters
  Score: Raw -58018856.467491 + Penalty 4262.666366 = -58014593.801124
  nChanged 23355
		SP:Iteration 9Q (13393.700000 sec): 3 clusters
  Score: Raw -58040249.459021 + Penalty 4262.666366 = -58035986.792654
  nChanged 14937
		SP:Iteration 10Q (13394.920000 sec): 3 clusters
  Score: Raw -58054095.667629 + Penalty 4262.666366 = -58049833.001263
  nChanged 7301
		SP:Iteration 11Q (13396.060000 sec): 3 clusters
  Score: Raw -58060593.206552 + Penalty 4262.666366 = -58056330.540185
  nChanged 2761
		SP:Iteration 12Q (13397.110000 sec): 3 clusters
  Score: Raw -58062893.354938 + Penalty 4262.666366 = -58058630.688571
  nChanged 1021
		SP:Iteration 13Q (13398.090000 sec): 3 clusters
  Score: Raw -58063701.608123 + Penalty 4262.666366 = -58059438.941757
  nChanged 413
		SP:Iteration 14Q (13399.040000 sec): 3 clusters
  Score: Raw -58064055.437998 + Penalty 4262.666366 = -58059792.771631
  nChanged 210
		SP:Iteration 15Q (13399.990000 sec): 3 clusters
  Score: Raw -58064229.801626 + Penalty 4262.666366 = -58059967.135259
  nChanged 116
		SP:Iteration 16Q (13400.920000 sec): 3 clusters
  Score: Raw -58064313.601783 + Penalty 4262.666366 = -58060050.935416
  nChanged 61
		SP:Iteration 17Q (13401.860000 sec): 3 clusters
  Score: Raw -58064364.019747 + Penalty 4262.666366 = -58060101.353380
  nChanged 53
		SP:Iteration 18Q (13402.790000 sec): 3 clusters
  Score: Raw -58064402.444966 + Penalty 4262.666366 = -58060139.778600
  nChanged 49
		SP:Iteration 19Q (13403.740000 sec): 3 clusters
  Score: Raw -58064438.320034 + Penalty 4262.666366 = -58060175.653667
  nChanged 37
		SP:Iteration 20F (13405.050000 sec): 3 clusters
  Score: Raw -58064476.302146 + Penalty 4262.666366 = -58060213.635780
  nChanged 31
		SP:Iteration 21Q (13405.970000 sec): 3 clusters
  Score: Raw -58064506.572715 + Penalty 4262.666366 = -58060243.906349
  nChanged 30
		SP:Iteration 22Q (13406.910000 sec): 3 clusters
  Score: Raw -58064526.682900 + Penalty 4262.666366 = -58060264.016534
  nChanged 25
		SP:Iteration 23Q (13407.870000 sec): 3 clusters
  Score: Raw -58064540.882445 + Penalty 4262.666366 = -58060278.216078
  nChanged 15
		SP:Iteration 24Q (13408.810000 sec): 3 clusters
  Score: Raw -58064546.312276 + Penalty 4262.666366 = -58060283.645909
  nChanged 5
		SP:Iteration 25Q (13409.740000 sec): 3 clusters
  Score: Raw -58064548.266417 + Penalty 4262.666366 = -58060285.600051
  nChanged 1
		SP:Iteration 26Q (13410.670000 sec): 3 clusters
  Score: Raw -58064548.704230 + Penalty 4262.666366 = -58060286.037864
  nChanged 1
		SP:Iteration 27Q (13411.610000 sec): 3 clusters
  Score: Raw -58064549.213047 + Penalty 4262.666366 = -58060286.546681
  nChanged 1
		SP:Iteration 28Q (13412.550000 sec): 3 clusters
  Score: Raw -58064549.601439 + Penalty 4262.666366 = -58060286.935072
  nChanged 1
		SP:Iteration 29Q (13413.470000 sec): 3 clusters
  Score: Raw -58064549.935412 + Penalty 4262.666366 = -58060287.269046
  nChanged 2
		SP:Iteration 30Q (13414.410000 sec): 3 clusters
  Score: Raw -58064551.844662 + Penalty 4262.666366 = -58060289.178295
  nChanged 3
		SP:Iteration 31Q (13415.340000 sec): 3 clusters
  Score: Raw -58064552.803033 + Penalty 4262.666366 = -58060290.136667
  nChanged 1
		SP:Iteration 32Q (13416.270000 sec): 3 clusters
  Score: Raw -58064553.243653 + Penalty 4262.666366 = -58060290.577287
  nChanged 3
		SP:Iteration 33Q (13417.190000 sec): 3 clusters
  Score: Raw -58064554.578467 + Penalty 4262.666366 = -58060291.912101
  nChanged 4
		SP:Iteration 34Q (13418.130000 sec): 3 clusters
  Score: Raw -58064556.954971 + Penalty 4262.666366 = -58060294.288605
  nChanged 2
		SP:Iteration 35Q (13419.070000 sec): 3 clusters
  Score: Raw -58064558.654433 + Penalty 4262.666366 = -58060295.988067
  nChanged 3
		SP:Iteration 36Q (13420.000000 sec): 3 clusters
  Score: Raw -58064560.520790 + Penalty 4262.666366 = -58060297.854424
  nChanged 1
		SP:Iteration 37Q (13420.940000 sec): 3 clusters
  Score: Raw -58064560.739109 + Penalty 4262.666366 = -58060298.072743
  nChanged 0
		SP:Iteration 38F (13422.240000 sec): 3 clusters
  Score: Raw -58064560.739109 + Penalty 4262.666366 = -58060298.072743
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13422.510000 sec): 2 clusters
  Score: Raw -826898.500983 + Penalty 1444.422972 = -825454.078012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13422.530000 sec): 3 clusters
  Score: Raw -822980.891540 + Penalty 2888.845943 = -820092.045597
  nChanged 3033
		SP:Iteration 1F (13422.550000 sec): 3 clusters
  Score: Raw -824676.094021 + Penalty 2888.845943 = -821787.248078
  nChanged 570
		SP:Iteration 2F (13422.570000 sec): 3 clusters
  Score: Raw -825041.433532 + Penalty 2888.845943 = -822152.587589
  nChanged 503
		SP:Iteration 3F (13422.590000 sec): 3 clusters
  Score: Raw -825417.307708 + Penalty 2888.845943 = -822528.461765
  nChanged 517
		SP:Iteration 4F (13422.610000 sec): 3 clusters
  Score: Raw -825836.351831 + Penalty 2888.845943 = -822947.505888
  nChanged 492
		SP:Iteration 5F (13422.630000 sec): 3 clusters
  Score: Raw -826218.543651 + Penalty 2888.845943 = -823329.697708
  nChanged 396
		SP:Iteration 6F (13422.640000 sec): 3 clusters
  Score: Raw -826488.224013 + Penalty 2888.845943 = -823599.378070
  nChanged 331
		SP:Iteration 7Q (13422.660000 sec): 3 clusters
  Score: Raw -826667.916917 + Penalty 2888.845943 = -823779.070974
  nChanged 231
		SP:Iteration 8Q (13422.680000 sec): 3 clusters
  Score: Raw -826769.965191 + Penalty 2888.845943 = -823881.119248
  nChanged 156
		SP:Iteration 9Q (13422.700000 sec): 3 clusters
  Score: Raw -826826.582727 + Penalty 2888.845943 = -823937.736784
  nChanged 108
		SP:Iteration 10Q (13422.720000 sec): 3 clusters
  Score: Raw -826866.861705 + Penalty 2888.845943 = -823978.015762
  nChanged 97
		SP:Iteration 11Q (13422.730000 sec): 3 clusters
  Score: Raw -826896.906354 + Penalty 2888.845943 = -824008.060411
  nChanged 61
		SP:Iteration 12Q (13422.750000 sec): 3 clusters
  Score: Raw -826910.524069 + Penalty 2888.845943 = -824021.678126
  nChanged 42
		SP:Iteration 13Q (13422.770000 sec): 3 clusters
  Score: Raw -826918.678850 + Penalty 2888.845943 = -824029.832907
  nChanged 31
		SP:Iteration 14Q (13422.790000 sec): 3 clusters
  Score: Raw -826924.892411 + Penalty 2888.845943 = -824036.046468
  nChanged 31
		SP:Iteration 15Q (13422.810000 sec): 3 clusters
  Score: Raw -826931.751137 + Penalty 2888.845943 = -824042.905194
  nChanged 26
		SP:Iteration 16Q (13422.830000 sec): 3 clusters
  Score: Raw -826936.807889 + Penalty 2888.845943 = -824047.961946
  nChanged 23
		SP:Iteration 17Q (13422.840000 sec): 3 clusters
  Score: Raw -826941.551851 + Penalty 2888.845943 = -824052.705908
  nChanged 14
		SP:Iteration 18Q (13422.860000 sec): 3 clusters
  Score: Raw -826944.052803 + Penalty 2888.845943 = -824055.206860
  nChanged 11
		SP:Iteration 19Q (13422.880000 sec): 3 clusters
  Score: Raw -826946.387100 + Penalty 2888.845943 = -824057.541157
  nChanged 12
		SP:Iteration 20F (13422.900000 sec): 3 clusters
  Score: Raw -826948.045624 + Penalty 2888.845943 = -824059.199681
  nChanged 10
		SP:Iteration 21Q (13422.910000 sec): 3 clusters
  Score: Raw -826949.869366 + Penalty 2888.845943 = -824061.023423
  nChanged 4
		SP:Iteration 22Q (13422.930000 sec): 3 clusters
  Score: Raw -826950.645757 + Penalty 2888.845943 = -824061.799814
  nChanged 6
		SP:Iteration 23Q (13422.950000 sec): 3 clusters
  Score: Raw -826951.335843 + Penalty 2888.845943 = -824062.489900
  nChanged 5
		SP:Iteration 24Q (13422.970000 sec): 3 clusters
  Score: Raw -826952.151506 + Penalty 2888.845943 = -824063.305563
  nChanged 4
		SP:Iteration 25Q (13422.990000 sec): 3 clusters
  Score: Raw -826952.666084 + Penalty 2888.845943 = -824063.820141
  nChanged 3
		SP:Iteration 26Q (13423.010000 sec): 3 clusters
  Score: Raw -826953.023140 + Penalty 2888.845943 = -824064.177197
  nChanged 1
		SP:Iteration 27Q (13423.020000 sec): 3 clusters
  Score: Raw -826953.154090 + Penalty 2888.845943 = -824064.308147
  nChanged 2
		SP:Iteration 28Q (13423.040000 sec): 3 clusters
  Score: Raw -826953.494190 + Penalty 2888.845943 = -824064.648247
  nChanged 2
		SP:Iteration 29Q (13423.060000 sec): 3 clusters
  Score: Raw -826953.945285 + Penalty 2888.845943 = -824065.099342
  nChanged 3
		SP:Iteration 30Q (13423.080000 sec): 3 clusters
  Score: Raw -826954.476415 + Penalty 2888.845943 = -824065.630472
  nChanged 4
		SP:Iteration 31Q (13423.100000 sec): 3 clusters
  Score: Raw -826954.873271 + Penalty 2888.845943 = -824066.027328
  nChanged 3
		SP:Iteration 32Q (13423.110000 sec): 3 clusters
  Score: Raw -826955.235494 + Penalty 2888.845943 = -824066.389551
  nChanged 2
		SP:Iteration 33Q (13423.130000 sec): 3 clusters
  Score: Raw -826955.398383 + Penalty 2888.845943 = -824066.552440
  nChanged 1
		SP:Iteration 34Q (13423.150000 sec): 3 clusters
  Score: Raw -826955.514976 + Penalty 2888.845943 = -824066.669033
  nChanged 1
		SP:Iteration 35Q (13423.170000 sec): 3 clusters
  Score: Raw -826955.609436 + Penalty 2888.845943 = -824066.763493
  nChanged 0
		SP:Iteration 36F (13423.190000 sec): 3 clusters
  Score: Raw -826955.609436 + Penalty 2888.845943 = -824066.763493
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13423.210000 sec): 2 clusters
  Score: Raw -1064490.825808 + Penalty 1481.211905 = -1063009.613903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13423.240000 sec): 3 clusters
  Score: Raw -1059440.817576 + Penalty 2962.423810 = -1056478.393766
  nChanged 3904
		SP:Iteration 1F (13423.260000 sec): 3 clusters
  Score: Raw -1061417.698485 + Penalty 2962.423810 = -1058455.274675
  nChanged 525
		SP:Iteration 2F (13423.290000 sec): 3 clusters
  Score: Raw -1061660.115164 + Penalty 2962.423810 = -1058697.691354
  nChanged 474
		SP:Iteration 3F (13423.310000 sec): 3 clusters
  Score: Raw -1061885.037675 + Penalty 2962.423810 = -1058922.613865
  nChanged 468
		SP:Iteration 4F (13423.330000 sec): 3 clusters
  Score: Raw -1062133.290678 + Penalty 2962.423810 = -1059170.866868
  nChanged 523
		SP:Iteration 5F (13423.350000 sec): 3 clusters
  Score: Raw -1062474.016566 + Penalty 2962.423810 = -1059511.592756
  nChanged 589
		SP:Iteration 6F (13423.380000 sec): 3 clusters
  Score: Raw -1062912.961179 + Penalty 2962.423810 = -1059950.537369
  nChanged 593
		SP:Iteration 7F (13423.400000 sec): 3 clusters
  Score: Raw -1063383.358565 + Penalty 2962.423810 = -1060420.934755
  nChanged 508
		SP:Iteration 8F (13423.420000 sec): 3 clusters
  Score: Raw -1063807.794111 + Penalty 2962.423810 = -1060845.370301
  nChanged 427
		SP:Iteration 9Q (13423.450000 sec): 3 clusters
  Score: Raw -1064144.417073 + Penalty 2962.423810 = -1061181.993263
  nChanged 333
		SP:Iteration 10Q (13423.470000 sec): 3 clusters
  Score: Raw -1064398.916596 + Penalty 2962.423810 = -1061436.492786
  nChanged 232
		SP:Iteration 11Q (13423.490000 sec): 3 clusters
  Score: Raw -1064562.178211 + Penalty 2962.423810 = -1061599.754401
  nChanged 171
		SP:Iteration 12Q (13423.510000 sec): 3 clusters
  Score: Raw -1064668.600988 + Penalty 2962.423810 = -1061706.177177
  nChanged 113
		SP:Iteration 13Q (13423.530000 sec): 3 clusters
  Score: Raw -1064728.223901 + Penalty 2962.423810 = -1061765.800091
  nChanged 65
		SP:Iteration 14Q (13423.560000 sec): 3 clusters
  Score: Raw -1064766.775155 + Penalty 2962.423810 = -1061804.351344
  nChanged 40
		SP:Iteration 15Q (13423.580000 sec): 3 clusters
  Score: Raw -1064788.798019 + Penalty 2962.423810 = -1061826.374209
  nChanged 41
		SP:Iteration 16Q (13423.600000 sec): 3 clusters
  Score: Raw -1064808.262975 + Penalty 2962.423810 = -1061845.839165
  nChanged 27
		SP:Iteration 17Q (13423.620000 sec): 3 clusters
  Score: Raw -1064822.584910 + Penalty 2962.423810 = -1061860.161100
  nChanged 28
		SP:Iteration 18Q (13423.650000 sec): 3 clusters
  Score: Raw -1064835.658358 + Penalty 2962.423810 = -1061873.234548
  nChanged 22
		SP:Iteration 19Q (13423.670000 sec): 3 clusters
  Score: Raw -1064844.643272 + Penalty 2962.423810 = -1061882.219462
  nChanged 12
		SP:Iteration 20F (13423.690000 sec): 3 clusters
  Score: Raw -1064849.927785 + Penalty 2962.423810 = -1061887.503975
  nChanged 11
		SP:Iteration 21Q (13423.710000 sec): 3 clusters
  Score: Raw -1064854.712831 + Penalty 2962.423810 = -1061892.289021
  nChanged 9
		SP:Iteration 22Q (13423.730000 sec): 3 clusters
  Score: Raw -1064859.475957 + Penalty 2962.423810 = -1061897.052147
  nChanged 8
		SP:Iteration 23Q (13423.750000 sec): 3 clusters
  Score: Raw -1064863.426980 + Penalty 2962.423810 = -1061901.003170
  nChanged 7
		SP:Iteration 24Q (13423.770000 sec): 3 clusters
  Score: Raw -1064866.800428 + Penalty 2962.423810 = -1061904.376618
  nChanged 6
		SP:Iteration 25Q (13423.790000 sec): 3 clusters
  Score: Raw -1064868.591025 + Penalty 2962.423810 = -1061906.167215
  nChanged 1
		SP:Iteration 26Q (13423.820000 sec): 3 clusters
  Score: Raw -1064869.090063 + Penalty 2962.423810 = -1061906.666253
  nChanged 0
		SP:Iteration 27F (13423.840000 sec): 3 clusters
  Score: Raw -1064869.090063 + Penalty 2962.423810 = -1061906.666253
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13423.850000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13423.850000 sec): 3 clusters
  Score: Raw -14329.713732 + Penalty 1574.360803 = -12755.352929
  nChanged 10
		SP:Iteration 1F (13423.850000 sec): 3 clusters
  Score: Raw -14381.830520 + Penalty 1574.360803 = -12807.469717
  nChanged 1
		SP:Iteration 2Q (13423.850000 sec): 3 clusters
  Score: Raw -14391.586579 + Penalty 1574.360803 = -12817.225776
  nChanged 0
		SP:Iteration 3F (13423.850000 sec): 3 clusters
  Score: Raw -14391.586579 + Penalty 1574.360803 = -12817.225776
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13423.850000 sec): 2 clusters
  Score: Raw -83369.297170 + Penalty 1072.036177 = -82297.260994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13423.850000 sec): 3 clusters
  Score: Raw -83176.444724 + Penalty 2144.072353 = -81032.372371
  nChanged 208
		SP:Iteration 1F (13423.860000 sec): 3 clusters
  Score: Raw -83401.187583 + Penalty 2144.072353 = -81257.115230
  nChanged 48
		SP:Iteration 2F (13423.860000 sec): 3 clusters
  Score: Raw -83450.244887 + Penalty 2144.072353 = -81306.172534
  nChanged 21
		SP:Iteration 3Q (13423.860000 sec): 3 clusters
  Score: Raw -83473.655277 + Penalty 2144.072353 = -81329.582924
  nChanged 17
		SP:Iteration 4Q (13423.860000 sec): 3 clusters
  Score: Raw -83496.985999 + Penalty 2144.072353 = -81352.913646
  nChanged 18
		SP:Iteration 5Q (13423.870000 sec): 3 clusters
  Score: Raw -83520.709503 + Penalty 2144.072353 = -81376.637150
  nChanged 15
		SP:Iteration 6Q (13423.870000 sec): 3 clusters
  Score: Raw -83542.294937 + Penalty 2144.072353 = -81398.222584
  nChanged 9
		SP:Iteration 7Q (13423.870000 sec): 3 clusters
  Score: Raw -83556.362077 + Penalty 2144.072353 = -81412.289724
  nChanged 9
		SP:Iteration 8Q (13423.870000 sec): 3 clusters
  Score: Raw -83568.303015 + Penalty 2144.072353 = -81424.230661
  nChanged 7
		SP:Iteration 9Q (13423.870000 sec): 3 clusters
  Score: Raw -83577.673072 + Penalty 2144.072353 = -81433.600719
  nChanged 8
		SP:Iteration 10Q (13423.870000 sec): 3 clusters
  Score: Raw -83590.457406 + Penalty 2144.072353 = -81446.385053
  nChanged 8
		SP:Iteration 11Q (13423.870000 sec): 3 clusters
  Score: Raw -83601.016455 + Penalty 2144.072353 = -81456.944102
  nChanged 7
		SP:Iteration 12Q (13423.880000 sec): 3 clusters
  Score: Raw -83609.138272 + Penalty 2144.072353 = -81465.065919
  nChanged 5
		SP:Iteration 13Q (13423.880000 sec): 3 clusters
  Score: Raw -83614.013937 + Penalty 2144.072353 = -81469.941584
  nChanged 3
		SP:Iteration 14Q (13423.880000 sec): 3 clusters
  Score: Raw -83617.008038 + Penalty 2144.072353 = -81472.935685
  nChanged 3
		SP:Iteration 15Q (13423.880000 sec): 3 clusters
  Score: Raw -83625.097092 + Penalty 2144.072353 = -81481.024739
  nChanged 5
		SP:Iteration 16Q (13423.880000 sec): 3 clusters
  Score: Raw -83630.895289 + Penalty 2144.072353 = -81486.822936
  nChanged 3
		SP:Iteration 17Q (13423.890000 sec): 3 clusters
  Score: Raw -83633.826960 + Penalty 2144.072353 = -81489.754607
  nChanged 6
		SP:Iteration 18Q (13423.890000 sec): 3 clusters
  Score: Raw -83643.657567 + Penalty 2144.072353 = -81499.585214
  nChanged 5
		SP:Iteration 19Q (13423.890000 sec): 3 clusters
  Score: Raw -83649.189917 + Penalty 2144.072353 = -81505.117563
  nChanged 0
		SP:Iteration 20F (13423.890000 sec): 3 clusters
  Score: Raw -83649.189917 + Penalty 2144.072353 = -81505.117563
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13423.910000 sec): 2 clusters
  Score: Raw -400219.019610 + Penalty 1338.547389 = -398880.472221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13423.910000 sec): 3 clusters
  Score: Raw -398370.791257 + Penalty 2677.094779 = -395693.696479
  nChanged 1488
		SP:Iteration 1F (13423.930000 sec): 3 clusters
  Score: Raw -399236.298850 + Penalty 2677.094779 = -396559.204071
  nChanged 304
		SP:Iteration 2F (13423.930000 sec): 3 clusters
  Score: Raw -399482.290750 + Penalty 2677.094779 = -396805.195971
  nChanged 247
		SP:Iteration 3F (13423.940000 sec): 3 clusters
  Score: Raw -399674.916119 + Penalty 2677.094779 = -396997.821341
  nChanged 226
		SP:Iteration 4F (13423.950000 sec): 3 clusters
  Score: Raw -399839.520523 + Penalty 2677.094779 = -397162.425744
  nChanged 197
		SP:Iteration 5F (13423.960000 sec): 3 clusters
  Score: Raw -399995.545285 + Penalty 2677.094779 = -397318.450507
  nChanged 188
		SP:Iteration 6Q (13423.970000 sec): 3 clusters
  Score: Raw -400152.573639 + Penalty 2677.094779 = -397475.478860
  nChanged 171
		SP:Iteration 7Q (13423.980000 sec): 3 clusters
  Score: Raw -400300.639109 + Penalty 2677.094779 = -397623.544330
  nChanged 158
		SP:Iteration 8Q (13423.990000 sec): 3 clusters
  Score: Raw -400456.053007 + Penalty 2677.094779 = -397778.958228
  nChanged 138
		SP:Iteration 9Q (13424.000000 sec): 3 clusters
  Score: Raw -400560.923489 + Penalty 2677.094779 = -397883.828711
  nChanged 114
		SP:Iteration 10Q (13424.010000 sec): 3 clusters
  Score: Raw -400642.353677 + Penalty 2677.094779 = -397965.258898
  nChanged 83
		SP:Iteration 11Q (13424.020000 sec): 3 clusters
  Score: Raw -400697.893534 + Penalty 2677.094779 = -398020.798755
  nChanged 70
		SP:Iteration 12Q (13424.030000 sec): 3 clusters
  Score: Raw -400738.685005 + Penalty 2677.094779 = -398061.590226
  nChanged 55
		SP:Iteration 13Q (13424.030000 sec): 3 clusters
  Score: Raw -400770.243746 + Penalty 2677.094779 = -398093.148968
  nChanged 43
		SP:Iteration 14Q (13424.050000 sec): 3 clusters
  Score: Raw -400786.934397 + Penalty 2677.094779 = -398109.839618
  nChanged 30
		SP:Iteration 15Q (13424.050000 sec): 3 clusters
  Score: Raw -400801.476390 + Penalty 2677.094779 = -398124.381611
  nChanged 33
		SP:Iteration 16Q (13424.060000 sec): 3 clusters
  Score: Raw -400817.465768 + Penalty 2677.094779 = -398140.370989
  nChanged 26
		SP:Iteration 17Q (13424.070000 sec): 3 clusters
  Score: Raw -400827.247248 + Penalty 2677.094779 = -398150.152469
  nChanged 13
		SP:Iteration 18Q (13424.080000 sec): 3 clusters
  Score: Raw -400832.710675 + Penalty 2677.094779 = -398155.615896
  nChanged 11
		SP:Iteration 19Q (13424.090000 sec): 3 clusters
  Score: Raw -400836.247369 + Penalty 2677.094779 = -398159.152591
  nChanged 6
		SP:Iteration 20F (13424.100000 sec): 3 clusters
  Score: Raw -400837.852853 + Penalty 2677.094779 = -398160.758074
  nChanged 4
		SP:Iteration 21Q (13424.110000 sec): 3 clusters
  Score: Raw -400840.400807 + Penalty 2677.094779 = -398163.306028
  nChanged 3
		SP:Iteration 22Q (13424.110000 sec): 3 clusters
  Score: Raw -400842.195820 + Penalty 2677.094779 = -398165.101041
  nChanged 4
		SP:Iteration 23Q (13424.120000 sec): 3 clusters
  Score: Raw -400843.499547 + Penalty 2677.094779 = -398166.404769
  nChanged 7
		SP:Iteration 24Q (13424.130000 sec): 3 clusters
  Score: Raw -400845.465771 + Penalty 2677.094779 = -398168.370992
  nChanged 7
		SP:Iteration 25Q (13424.140000 sec): 3 clusters
  Score: Raw -400847.424992 + Penalty 2677.094779 = -398170.330213
  nChanged 4
		SP:Iteration 26Q (13424.150000 sec): 3 clusters
  Score: Raw -400848.092195 + Penalty 2677.094779 = -398170.997416
  nChanged 1
		SP:Iteration 27Q (13424.160000 sec): 3 clusters
  Score: Raw -400848.301212 + Penalty 2677.094779 = -398171.206434
  nChanged 0
		SP:Iteration 28F (13424.170000 sec): 3 clusters
  Score: Raw -400848.301212 + Penalty 2677.094779 = -398171.206434
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13424.180000 sec): 2 clusters
  Score: Raw -133292.732590 + Penalty 1185.997329 = -132106.735261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13424.180000 sec): 3 clusters
  Score: Raw -132777.260218 + Penalty 2371.994658 = -130405.265560
  nChanged 512
		SP:Iteration 1F (13424.190000 sec): 3 clusters
  Score: Raw -133300.374692 + Penalty 2371.994658 = -130928.380034
  nChanged 137
		SP:Iteration 2F (13424.190000 sec): 3 clusters
  Score: Raw -133466.953750 + Penalty 2371.994658 = -131094.959092
  nChanged 89
		SP:Iteration 3F (13424.190000 sec): 3 clusters
  Score: Raw -133568.759566 + Penalty 2371.994658 = -131196.764908
  nChanged 61
		SP:Iteration 4Q (13424.190000 sec): 3 clusters
  Score: Raw -133618.517864 + Penalty 2371.994658 = -131246.523206
  nChanged 30
		SP:Iteration 5Q (13424.200000 sec): 3 clusters
  Score: Raw -133640.005387 + Penalty 2371.994658 = -131268.010729
  nChanged 27
		SP:Iteration 6Q (13424.200000 sec): 3 clusters
  Score: Raw -133658.220529 + Penalty 2371.994658 = -131286.225871
  nChanged 19
		SP:Iteration 7Q (13424.210000 sec): 3 clusters
  Score: Raw -133673.749292 + Penalty 2371.994658 = -131301.754634
  nChanged 11
		SP:Iteration 8Q (13424.210000 sec): 3 clusters
  Score: Raw -133682.167233 + Penalty 2371.994658 = -131310.172575
  nChanged 11
		SP:Iteration 9Q (13424.210000 sec): 3 clusters
  Score: Raw -133689.440783 + Penalty 2371.994658 = -131317.446125
  nChanged 13
		SP:Iteration 10Q (13424.220000 sec): 3 clusters
  Score: Raw -133697.537453 + Penalty 2371.994658 = -131325.542795
  nChanged 5
		SP:Iteration 11Q (13424.220000 sec): 3 clusters
  Score: Raw -133699.911844 + Penalty 2371.994658 = -131327.917186
  nChanged 3
		SP:Iteration 12Q (13424.220000 sec): 3 clusters
  Score: Raw -133700.925852 + Penalty 2371.994658 = -131328.931194
  nChanged 0
		SP:Iteration 13F (13424.230000 sec): 3 clusters
  Score: Raw -133700.925852 + Penalty 2371.994658 = -131328.931194
  nChanged 0
Iteration 339Q (13435.100000 sec): 79 clusters
  Score: Raw -155815625.093785 + Penalty 179202.892427 = -155636422.201358
  nChanged 11
Iteration 340F (13530.580000 sec): 79 clusters
  Score: Raw -155815625.514379 + Penalty 179202.892427 = -155636422.621952
  nChanged 12
Iteration 341Q (13541.460000 sec): 79 clusters
  Score: Raw -155815625.999558 + Penalty 179202.892427 = -155636423.107131
  nChanged 11
Iteration 342Q (13552.340000 sec): 79 clusters
  Score: Raw -155815626.552435 + Penalty 179202.892427 = -155636423.660008
  nChanged 12
Iteration 343Q (13563.260000 sec): 79 clusters
  Score: Raw -155815627.095824 + Penalty 179202.892427 = -155636424.203397
  nChanged 16
Iteration 344Q (13574.270000 sec): 79 clusters
  Score: Raw -155815627.606679 + Penalty 179202.892427 = -155636424.714253
  nChanged 12
Iteration 345Q (13585.320000 sec): 79 clusters
  Score: Raw -155815628.030276 + Penalty 179202.892427 = -155636425.137849
  nChanged 12
Iteration 346Q (13596.260000 sec): 79 clusters
  Score: Raw -155815628.683007 + Penalty 179202.892427 = -155636425.790580
  nChanged 10
Iteration 347Q (13607.220000 sec): 79 clusters
  Score: Raw -155815629.150363 + Penalty 179202.892427 = -155636426.257936
  nChanged 11
Iteration 348Q (13618.180000 sec): 79 clusters
  Score: Raw -155815629.653741 + Penalty 179202.892427 = -155636426.761315
  nChanged 10
Iteration 349Q (13629.230000 sec): 79 clusters
  Score: Raw -155815630.506323 + Penalty 179202.892427 = -155636427.613896
  nChanged 17
Iteration 350Q (13640.180000 sec): 79 clusters
  Score: Raw -155815631.794159 + Penalty 179202.892427 = -155636428.901732
  nChanged 22
Iteration 351Q (13651.080000 sec): 79 clusters
  Score: Raw -155815633.276496 + Penalty 179202.892427 = -155636430.384069
  nChanged 24
Iteration 352Q (13662.000000 sec): 79 clusters
  Score: Raw -155815634.916114 + Penalty 179202.892427 = -155636432.023687
  nChanged 26
Iteration 353Q (13672.930000 sec): 79 clusters
  Score: Raw -155815637.071991 + Penalty 179202.892427 = -155636434.179564
  nChanged 25
Iteration 354Q (13683.860000 sec): 79 clusters
  Score: Raw -155815638.422115 + Penalty 179202.892427 = -155636435.529688
  nChanged 22
Iteration 355Q (13694.770000 sec): 79 clusters
  Score: Raw -155815639.997592 + Penalty 179202.892427 = -155636437.105165
  nChanged 27
Iteration 356Q (13705.670000 sec): 79 clusters
  Score: Raw -155815641.876357 + Penalty 179202.892427 = -155636438.983930
  nChanged 36
Iteration 357Q (13716.580000 sec): 79 clusters
  Score: Raw -155815644.296305 + Penalty 179202.892427 = -155636441.403878
  nChanged 37
Iteration 358Q (13727.430000 sec): 79 clusters
  Score: Raw -155815646.821304 + Penalty 179202.892427 = -155636443.928877
  nChanged 35
Iteration 359Q (13738.420000 sec): 79 clusters
  Score: Raw -155815649.969172 + Penalty 179202.892427 = -155636447.076745
  nChanged 42
Iteration 360F (13833.910000 sec): 79 clusters
  Score: Raw -155815653.213769 + Penalty 179202.892427 = -155636450.321342
  nChanged 39
Iteration 361Q (13844.740000 sec): 79 clusters
  Score: Raw -155815655.548124 + Penalty 179202.892427 = -155636452.655697
  nChanged 39
Iteration 362Q (13855.510000 sec): 79 clusters
  Score: Raw -155815658.974241 + Penalty 179202.892427 = -155636456.081814
  nChanged 44
Iteration 363Q (13866.390000 sec): 79 clusters
  Score: Raw -155815661.916449 + Penalty 179202.892427 = -155636459.024022
  nChanged 37
Iteration 364Q (13877.150000 sec): 79 clusters
  Score: Raw -155815664.796285 + Penalty 179202.892427 = -155636461.903858
  nChanged 51
Iteration 365Q (13888.010000 sec): 79 clusters
  Score: Raw -155815668.720680 + Penalty 179202.892427 = -155636465.828253
  nChanged 51
Iteration 366Q (13898.800000 sec): 79 clusters
  Score: Raw -155815672.662224 + Penalty 179202.892427 = -155636469.769797
  nChanged 52
Iteration 367Q (13909.640000 sec): 79 clusters
  Score: Raw -155815677.197776 + Penalty 179202.892427 = -155636474.305349
  nChanged 55
Iteration 368Q (13920.470000 sec): 79 clusters
  Score: Raw -155815682.906660 + Penalty 179202.892427 = -155636480.014233
  nChanged 53
Iteration 369Q (13931.230000 sec): 79 clusters
  Score: Raw -155815687.332320 + Penalty 179202.892427 = -155636484.439894
  nChanged 55
Iteration 370Q (13942.060000 sec): 79 clusters
  Score: Raw -155815691.778344 + Penalty 179202.892427 = -155636488.885917
  nChanged 61
Iteration 371Q (13952.820000 sec): 79 clusters
  Score: Raw -155815697.203200 + Penalty 179202.892427 = -155636494.310773
  nChanged 59
Iteration 372Q (13963.620000 sec): 79 clusters
  Score: Raw -155815702.280906 + Penalty 179202.892427 = -155636499.388479
  nChanged 54
Iteration 373Q (13974.410000 sec): 79 clusters
  Score: Raw -155815707.723629 + Penalty 179202.892427 = -155636504.831202
  nChanged 51
Iteration 374Q (13985.300000 sec): 79 clusters
  Score: Raw -155815713.207117 + Penalty 179202.892427 = -155636510.314690
  nChanged 60
Iteration 375Q (13996.330000 sec): 79 clusters
  Score: Raw -155815719.413811 + Penalty 179202.892427 = -155636516.521384
  nChanged 69
Iteration 376Q (14007.420000 sec): 79 clusters
  Score: Raw -155815726.457235 + Penalty 179202.892427 = -155636523.564808
  nChanged 67
Iteration 377Q (14018.280000 sec): 79 clusters
  Score: Raw -155815732.475731 + Penalty 179202.892427 = -155636529.583304
  nChanged 65
Iteration 378Q (14029.210000 sec): 79 clusters
  Score: Raw -155815737.783322 + Penalty 179202.892427 = -155636534.890895
  nChanged 74
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155815737.783322 + Penalty 179202.892427 = -155636534.890895
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14029.620000 sec): 2 clusters
  Score: Raw -7376576.783826 + Penalty 1797.266480 = -7374779.517345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14029.800000 sec): 3 clusters
  Score: Raw -7335785.068416 + Penalty 3594.532961 = -7332190.535455
  nChanged 30241
		SP:Iteration 1F (14029.960000 sec): 3 clusters
  Score: Raw -7353308.370768 + Penalty 3594.532961 = -7349713.837807
  nChanged 2590
		SP:Iteration 2Q (14030.140000 sec): 3 clusters
  Score: Raw -7354192.676065 + Penalty 3594.532961 = -7350598.143104
  nChanged 2882
		SP:Iteration 3Q (14030.310000 sec): 3 clusters
  Score: Raw -7355406.062954 + Penalty 3594.532961 = -7351811.529993
  nChanged 3438
		SP:Iteration 4F (14030.480000 sec): 3 clusters
  Score: Raw -7357183.423524 + Penalty 3594.532961 = -7353588.890563
  nChanged 3892
		SP:Iteration 5F (14030.650000 sec): 3 clusters
  Score: Raw -7359656.808029 + Penalty 3594.532961 = -7356062.275069
  nChanged 4225
		SP:Iteration 6F (14030.820000 sec): 3 clusters
  Score: Raw -7362864.301335 + Penalty 3594.532961 = -7359269.768374
  nChanged 4069
		SP:Iteration 7F (14030.990000 sec): 3 clusters
  Score: Raw -7366465.009947 + Penalty 3594.532961 = -7362870.476986
  nChanged 3429
		SP:Iteration 8F (14031.160000 sec): 3 clusters
  Score: Raw -7369616.308359 + Penalty 3594.532961 = -7366021.775398
  nChanged 2549
		SP:Iteration 9Q (14031.320000 sec): 3 clusters
  Score: Raw -7371730.774869 + Penalty 3594.532961 = -7368136.241908
  nChanged 1767
		SP:Iteration 10Q (14031.480000 sec): 3 clusters
  Score: Raw -7372831.572918 + Penalty 3594.532961 = -7369237.039957
  nChanged 1209
		SP:Iteration 11Q (14031.620000 sec): 3 clusters
  Score: Raw -7373367.000507 + Penalty 3594.532961 = -7369772.467546
  nChanged 813
		SP:Iteration 12Q (14031.770000 sec): 3 clusters
  Score: Raw -7373661.433827 + Penalty 3594.532961 = -7370066.900866
  nChanged 599
		SP:Iteration 13Q (14031.910000 sec): 3 clusters
  Score: Raw -7373856.700742 + Penalty 3594.532961 = -7370262.167781
  nChanged 503
		SP:Iteration 14Q (14032.060000 sec): 3 clusters
  Score: Raw -7374011.511837 + Penalty 3594.532961 = -7370416.978876
  nChanged 433
		SP:Iteration 15Q (14032.200000 sec): 3 clusters
  Score: Raw -7374135.724995 + Penalty 3594.532961 = -7370541.192034
  nChanged 393
		SP:Iteration 16Q (14032.340000 sec): 3 clusters
  Score: Raw -7374252.155787 + Penalty 3594.532961 = -7370657.622826
  nChanged 374
		SP:Iteration 17Q (14032.480000 sec): 3 clusters
  Score: Raw -7374357.455136 + Penalty 3594.532961 = -7370762.922175
  nChanged 374
		SP:Iteration 18Q (14032.610000 sec): 3 clusters
  Score: Raw -7374463.712658 + Penalty 3594.532961 = -7370869.179697
  nChanged 352
		SP:Iteration 19Q (14032.750000 sec): 3 clusters
  Score: Raw -7374561.776459 + Penalty 3594.532961 = -7370967.243498
  nChanged 334
		SP:Iteration 20F (14032.920000 sec): 3 clusters
  Score: Raw -7374648.773845 + Penalty 3594.532961 = -7371054.240884
  nChanged 321
		SP:Iteration 21Q (14033.050000 sec): 3 clusters
  Score: Raw -7374738.259058 + Penalty 3594.532961 = -7371143.726097
  nChanged 324
		SP:Iteration 22Q (14033.190000 sec): 3 clusters
  Score: Raw -7374831.458073 + Penalty 3594.532961 = -7371236.925112
  nChanged 327
		SP:Iteration 23Q (14033.320000 sec): 3 clusters
  Score: Raw -7374922.510159 + Penalty 3594.532961 = -7371327.977198
  nChanged 311
		SP:Iteration 24Q (14033.450000 sec): 3 clusters
  Score: Raw -7375007.723369 + Penalty 3594.532961 = -7371413.190408
  nChanged 313
		SP:Iteration 25Q (14033.580000 sec): 3 clusters
  Score: Raw -7375096.425486 + Penalty 3594.532961 = -7371501.892525
  nChanged 326
		SP:Iteration 26Q (14033.720000 sec): 3 clusters
  Score: Raw -7375191.238193 + Penalty 3594.532961 = -7371596.705232
  nChanged 312
		SP:Iteration 27Q (14033.850000 sec): 3 clusters
  Score: Raw -7375281.353575 + Penalty 3594.532961 = -7371686.820614
  nChanged 313
		SP:Iteration 28Q (14033.980000 sec): 3 clusters
  Score: Raw -7375369.278320 + Penalty 3594.532961 = -7371774.745359
  nChanged 283
		SP:Iteration 29Q (14034.110000 sec): 3 clusters
  Score: Raw -7375449.002495 + Penalty 3594.532961 = -7371854.469534
  nChanged 285
		SP:Iteration 30Q (14034.240000 sec): 3 clusters
  Score: Raw -7375536.216949 + Penalty 3594.532961 = -7371941.683988
  nChanged 289
		SP:Iteration 31Q (14034.370000 sec): 3 clusters
  Score: Raw -7375627.460597 + Penalty 3594.532961 = -7372032.927636
  nChanged 280
		SP:Iteration 32Q (14034.500000 sec): 3 clusters
  Score: Raw -7375715.255482 + Penalty 3594.532961 = -7372120.722522
  nChanged 254
		SP:Iteration 33Q (14034.630000 sec): 3 clusters
  Score: Raw -7375800.571961 + Penalty 3594.532961 = -7372206.039000
  nChanged 259
		SP:Iteration 34Q (14034.750000 sec): 3 clusters
  Score: Raw -7375890.500809 + Penalty 3594.532961 = -7372295.967848
  nChanged 244
		SP:Iteration 35Q (14034.880000 sec): 3 clusters
  Score: Raw -7375976.176641 + Penalty 3594.532961 = -7372381.643680
  nChanged 235
		SP:Iteration 36Q (14035.010000 sec): 3 clusters
  Score: Raw -7376054.541677 + Penalty 3594.532961 = -7372460.008716
  nChanged 212
		SP:Iteration 37Q (14035.130000 sec): 3 clusters
  Score: Raw -7376137.010041 + Penalty 3594.532961 = -7372542.477080
  nChanged 228
		SP:Iteration 38Q (14035.250000 sec): 3 clusters
  Score: Raw -7376234.018817 + Penalty 3594.532961 = -7372639.485856
  nChanged 215
		SP:Iteration 39Q (14035.380000 sec): 3 clusters
  Score: Raw -7376321.339764 + Penalty 3594.532961 = -7372726.806803
  nChanged 183
		SP:Iteration 40F (14035.550000 sec): 3 clusters
  Score: Raw -7376397.868326 + Penalty 3594.532961 = -7372803.335365
  nChanged 149
		SP:Iteration 41Q (14035.670000 sec): 3 clusters
  Score: Raw -7376455.870027 + Penalty 3594.532961 = -7372861.337066
  nChanged 138
		SP:Iteration 42Q (14035.790000 sec): 3 clusters
  Score: Raw -7376509.217900 + Penalty 3594.532961 = -7372914.684940
  nChanged 123
		SP:Iteration 43Q (14035.910000 sec): 3 clusters
  Score: Raw -7376552.628298 + Penalty 3594.532961 = -7372958.095337
  nChanged 100
		SP:Iteration 44Q (14036.030000 sec): 3 clusters
  Score: Raw -7376584.644532 + Penalty 3594.532961 = -7372990.111571
  nChanged 71
		SP:Iteration 45Q (14036.150000 sec): 3 clusters
  Score: Raw -7376606.167983 + Penalty 3594.532961 = -7373011.635022
  nChanged 59
		SP:Iteration 46Q (14036.270000 sec): 3 clusters
  Score: Raw -7376625.634868 + Penalty 3594.532961 = -7373031.101908
  nChanged 61
		SP:Iteration 47Q (14036.390000 sec): 3 clusters
  Score: Raw -7376648.066387 + Penalty 3594.532961 = -7373053.533426
  nChanged 55
		SP:Iteration 48Q (14036.510000 sec): 3 clusters
  Score: Raw -7376666.814006 + Penalty 3594.532961 = -7373072.281045
  nChanged 50
		SP:Iteration 49Q (14036.630000 sec): 3 clusters
  Score: Raw -7376684.535848 + Penalty 3594.532961 = -7373090.002887
  nChanged 50
		SP:Iteration 50Q (14036.750000 sec): 3 clusters
  Score: Raw -7376703.954639 + Penalty 3594.532961 = -7373109.421678
  nChanged 42
		SP:Iteration 51Q (14036.870000 sec): 3 clusters
  Score: Raw -7376721.435252 + Penalty 3594.532961 = -7373126.902291
  nChanged 42
		SP:Iteration 52Q (14036.990000 sec): 3 clusters
  Score: Raw -7376735.959571 + Penalty 3594.532961 = -7373141.426610
  nChanged 40
		SP:Iteration 53Q (14037.110000 sec): 3 clusters
  Score: Raw -7376751.475933 + Penalty 3594.532961 = -7373156.942972
  nChanged 31
		SP:Iteration 54Q (14037.230000 sec): 3 clusters
  Score: Raw -7376763.016373 + Penalty 3594.532961 = -7373168.483412
  nChanged 26
		SP:Iteration 55Q (14037.350000 sec): 3 clusters
  Score: Raw -7376773.896474 + Penalty 3594.532961 = -7373179.363513
  nChanged 32
		SP:Iteration 56Q (14037.470000 sec): 3 clusters
  Score: Raw -7376787.036460 + Penalty 3594.532961 = -7373192.503499
  nChanged 33
		SP:Iteration 57Q (14037.590000 sec): 3 clusters
  Score: Raw -7376801.034577 + Penalty 3594.532961 = -7373206.501616
  nChanged 22
		SP:Iteration 58Q (14037.710000 sec): 3 clusters
  Score: Raw -7376809.942313 + Penalty 3594.532961 = -7373215.409353
  nChanged 18
		SP:Iteration 59Q (14037.830000 sec): 3 clusters
  Score: Raw -7376816.076752 + Penalty 3594.532961 = -7373221.543791
  nChanged 20
		SP:Iteration 60F (14038.000000 sec): 3 clusters
  Score: Raw -7376825.243047 + Penalty 3594.532961 = -7373230.710087
  nChanged 22
		SP:Iteration 61Q (14038.120000 sec): 3 clusters
  Score: Raw -7376834.218663 + Penalty 3594.532961 = -7373239.685702
  nChanged 25
		SP:Iteration 62Q (14038.250000 sec): 3 clusters
  Score: Raw -7376844.909770 + Penalty 3594.532961 = -7373250.376809
  nChanged 20
		SP:Iteration 63Q (14038.370000 sec): 3 clusters
  Score: Raw -7376852.278904 + Penalty 3594.532961 = -7373257.745943
  nChanged 16
		SP:Iteration 64Q (14038.490000 sec): 3 clusters
  Score: Raw -7376858.112861 + Penalty 3594.532961 = -7373263.579900
  nChanged 15
		SP:Iteration 65Q (14038.610000 sec): 3 clusters
  Score: Raw -7376862.974842 + Penalty 3594.532961 = -7373268.441881
  nChanged 8
		SP:Iteration 66Q (14038.730000 sec): 3 clusters
  Score: Raw -7376865.016406 + Penalty 3594.532961 = -7373270.483445
  nChanged 5
		SP:Iteration 67Q (14038.840000 sec): 3 clusters
  Score: Raw -7376865.852341 + Penalty 3594.532961 = -7373271.319380
  nChanged 4
		SP:Iteration 68Q (14038.960000 sec): 3 clusters
  Score: Raw -7376866.716863 + Penalty 3594.532961 = -7373272.183902
  nChanged 3
		SP:Iteration 69Q (14039.080000 sec): 3 clusters
  Score: Raw -7376867.585932 + Penalty 3594.532961 = -7373273.052971
  nChanged 2
		SP:Iteration 70Q (14039.200000 sec): 3 clusters
  Score: Raw -7376867.916439 + Penalty 3594.532961 = -7373273.383478
  nChanged 0
		SP:Iteration 71F (14039.370000 sec): 3 clusters
  Score: Raw -7376867.916439 + Penalty 3594.532961 = -7373273.383478
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14039.400000 sec): 2 clusters
  Score: Raw -52379.892963 + Penalty 1029.446316 = -51350.446647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14039.410000 sec): 3 clusters
  Score: Raw -52319.606240 + Penalty 2058.892632 = -50260.713608
  nChanged 168
		SP:Iteration 1F (14039.410000 sec): 3 clusters
  Score: Raw -52546.476917 + Penalty 2058.892632 = -50487.584285
  nChanged 35
		SP:Iteration 2F (14039.410000 sec): 3 clusters
  Score: Raw -52584.069822 + Penalty 2058.892632 = -50525.177190
  nChanged 16
		SP:Iteration 3Q (14039.410000 sec): 3 clusters
  Score: Raw -52609.884305 + Penalty 2058.892632 = -50550.991673
  nChanged 10
		SP:Iteration 4Q (14039.410000 sec): 3 clusters
  Score: Raw -52637.179632 + Penalty 2058.892632 = -50578.287000
  nChanged 8
		SP:Iteration 5Q (14039.410000 sec): 3 clusters
  Score: Raw -52651.429949 + Penalty 2058.892632 = -50592.537317
  nChanged 9
		SP:Iteration 6Q (14039.410000 sec): 3 clusters
  Score: Raw -52666.508178 + Penalty 2058.892632 = -50607.615546
  nChanged 8
		SP:Iteration 7Q (14039.410000 sec): 3 clusters
  Score: Raw -52681.003812 + Penalty 2058.892632 = -50622.111180
  nChanged 2
		SP:Iteration 8Q (14039.410000 sec): 3 clusters
  Score: Raw -52683.259709 + Penalty 2058.892632 = -50624.367077
  nChanged 1
		SP:Iteration 9Q (14039.420000 sec): 3 clusters
  Score: Raw -52683.892679 + Penalty 2058.892632 = -50625.000048
  nChanged 1
		SP:Iteration 10Q (14039.420000 sec): 3 clusters
  Score: Raw -52686.444839 + Penalty 2058.892632 = -50627.552208
  nChanged 3
		SP:Iteration 11Q (14039.420000 sec): 3 clusters
  Score: Raw -52690.189205 + Penalty 2058.892632 = -50631.296573
  nChanged 1
		SP:Iteration 12Q (14039.420000 sec): 3 clusters
  Score: Raw -52691.971336 + Penalty 2058.892632 = -50633.078704
  nChanged 0
		SP:Iteration 13F (14039.420000 sec): 3 clusters
  Score: Raw -52691.971336 + Penalty 2058.892632 = -50633.078704
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14039.440000 sec): 2 clusters
  Score: Raw -447683.683336 + Penalty 1345.533188 = -446338.150148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14039.450000 sec): 3 clusters
  Score: Raw -445717.689315 + Penalty 2691.066376 = -443026.622940
  nChanged 1505
		SP:Iteration 1F (14039.460000 sec): 3 clusters
  Score: Raw -446616.716873 + Penalty 2691.066376 = -443925.650497
  nChanged 316
		SP:Iteration 2F (14039.470000 sec): 3 clusters
  Score: Raw -446861.987555 + Penalty 2691.066376 = -444170.921179
  nChanged 281
		SP:Iteration 3F (14039.480000 sec): 3 clusters
  Score: Raw -447120.199866 + Penalty 2691.066376 = -444429.133491
  nChanged 248
		SP:Iteration 4F (14039.490000 sec): 3 clusters
  Score: Raw -447377.339078 + Penalty 2691.066376 = -444686.272702
  nChanged 242
		SP:Iteration 5F (14039.500000 sec): 3 clusters
  Score: Raw -447624.785825 + Penalty 2691.066376 = -444933.719449
  nChanged 235
		SP:Iteration 6F (14039.510000 sec): 3 clusters
  Score: Raw -447842.993994 + Penalty 2691.066376 = -445151.927619
  nChanged 215
		SP:Iteration 7F (14039.520000 sec): 3 clusters
  Score: Raw -448000.543692 + Penalty 2691.066376 = -445309.477317
  nChanged 151
		SP:Iteration 8Q (14039.530000 sec): 3 clusters
  Score: Raw -448086.787692 + Penalty 2691.066376 = -445395.721316
  nChanged 111
		SP:Iteration 9Q (14039.530000 sec): 3 clusters
  Score: Raw -448138.186086 + Penalty 2691.066376 = -445447.119710
  nChanged 81
		SP:Iteration 10Q (14039.550000 sec): 3 clusters
  Score: Raw -448174.484096 + Penalty 2691.066376 = -445483.417721
  nChanged 59
		SP:Iteration 11Q (14039.550000 sec): 3 clusters
  Score: Raw -448194.376959 + Penalty 2691.066376 = -445503.310583
  nChanged 41
		SP:Iteration 12Q (14039.560000 sec): 3 clusters
  Score: Raw -448207.578536 + Penalty 2691.066376 = -445516.512160
  nChanged 28
		SP:Iteration 13Q (14039.570000 sec): 3 clusters
  Score: Raw -448216.082912 + Penalty 2691.066376 = -445525.016536
  nChanged 21
		SP:Iteration 14Q (14039.580000 sec): 3 clusters
  Score: Raw -448223.277668 + Penalty 2691.066376 = -445532.211292
  nChanged 22
		SP:Iteration 15Q (14039.590000 sec): 3 clusters
  Score: Raw -448229.322580 + Penalty 2691.066376 = -445538.256204
  nChanged 17
		SP:Iteration 16Q (14039.600000 sec): 3 clusters
  Score: Raw -448234.730278 + Penalty 2691.066376 = -445543.663902
  nChanged 21
		SP:Iteration 17Q (14039.610000 sec): 3 clusters
  Score: Raw -448240.380938 + Penalty 2691.066376 = -445549.314562
  nChanged 16
		SP:Iteration 18Q (14039.620000 sec): 3 clusters
  Score: Raw -448243.960653 + Penalty 2691.066376 = -445552.894277
  nChanged 11
		SP:Iteration 19Q (14039.630000 sec): 3 clusters
  Score: Raw -448246.009188 + Penalty 2691.066376 = -445554.942812
  nChanged 4
		SP:Iteration 20F (14039.640000 sec): 3 clusters
  Score: Raw -448247.604259 + Penalty 2691.066376 = -445556.537884
  nChanged 5
		SP:Iteration 21Q (14039.650000 sec): 3 clusters
  Score: Raw -448249.955855 + Penalty 2691.066376 = -445558.889479
  nChanged 8
		SP:Iteration 22Q (14039.660000 sec): 3 clusters
  Score: Raw -448252.573577 + Penalty 2691.066376 = -445561.507201
  nChanged 7
		SP:Iteration 23Q (14039.670000 sec): 3 clusters
  Score: Raw -448254.217697 + Penalty 2691.066376 = -445563.151321
  nChanged 6
		SP:Iteration 24Q (14039.670000 sec): 3 clusters
  Score: Raw -448255.846685 + Penalty 2691.066376 = -445564.780309
  nChanged 2
		SP:Iteration 25Q (14039.690000 sec): 3 clusters
  Score: Raw -448256.530086 + Penalty 2691.066376 = -445565.463710
  nChanged 3
		SP:Iteration 26Q (14039.690000 sec): 3 clusters
  Score: Raw -448257.025436 + Penalty 2691.066376 = -445565.959060
  nChanged 3
		SP:Iteration 27Q (14039.700000 sec): 3 clusters
  Score: Raw -448257.885405 + Penalty 2691.066376 = -445566.819029
  nChanged 5
		SP:Iteration 28Q (14039.710000 sec): 3 clusters
  Score: Raw -448258.889276 + Penalty 2691.066376 = -445567.822900
  nChanged 2
		SP:Iteration 29Q (14039.720000 sec): 3 clusters
  Score: Raw -448259.144507 + Penalty 2691.066376 = -445568.078132
  nChanged 1
		SP:Iteration 30Q (14039.730000 sec): 3 clusters
  Score: Raw -448259.276988 + Penalty 2691.066376 = -445568.210612
  nChanged 2
		SP:Iteration 31Q (14039.740000 sec): 3 clusters
  Score: Raw -448259.769942 + Penalty 2691.066376 = -445568.703567
  nChanged 1
		SP:Iteration 32Q (14039.750000 sec): 3 clusters
  Score: Raw -448260.041776 + Penalty 2691.066376 = -445568.975400
  nChanged 0
		SP:Iteration 33F (14039.760000 sec): 3 clusters
  Score: Raw -448260.041776 + Penalty 2691.066376 = -445568.975400
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14039.770000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14039.770000 sec): 3 clusters
  Score: Raw -40577.231423 + Penalty 1919.242601 = -38657.988822
  nChanged 78
		SP:Iteration 1F (14039.770000 sec): 3 clusters
  Score: Raw -40758.550147 + Penalty 1919.242601 = -38839.307546
  nChanged 22
		SP:Iteration 2F (14039.770000 sec): 3 clusters
  Score: Raw -40822.331755 + Penalty 1919.242601 = -38903.089154
  nChanged 3
		SP:Iteration 3Q (14039.770000 sec): 3 clusters
  Score: Raw -40834.461708 + Penalty 1919.242601 = -38915.219108
  nChanged 5
		SP:Iteration 4Q (14039.770000 sec): 3 clusters
  Score: Raw -40844.762976 + Penalty 1919.242601 = -38925.520375
  nChanged 4
		SP:Iteration 5Q (14039.770000 sec): 3 clusters
  Score: Raw -40854.185718 + Penalty 1919.242601 = -38934.943117
  nChanged 2
		SP:Iteration 6Q (14039.770000 sec): 3 clusters
  Score: Raw -40859.863225 + Penalty 1919.242601 = -38940.620624
  nChanged 1
		SP:Iteration 7Q (14039.770000 sec): 3 clusters
  Score: Raw -40861.053520 + Penalty 1919.242601 = -38941.810919
  nChanged 0
		SP:Iteration 8F (14039.770000 sec): 3 clusters
  Score: Raw -40861.053520 + Penalty 1919.242601 = -38941.810919
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14039.810000 sec): 2 clusters
  Score: Raw -1163783.388889 + Penalty 1502.129176 = -1162281.259712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14039.830000 sec): 3 clusters
  Score: Raw -1157890.123027 + Penalty 3004.258353 = -1154885.864674
  nChanged 4508
		SP:Iteration 1F (14039.860000 sec): 3 clusters
  Score: Raw -1160523.740762 + Penalty 3004.258353 = -1157519.482409
  nChanged 761
		SP:Iteration 2F (14039.890000 sec): 3 clusters
  Score: Raw -1161009.740659 + Penalty 3004.258353 = -1158005.482306
  nChanged 744
		SP:Iteration 3F (14039.910000 sec): 3 clusters
  Score: Raw -1161559.259657 + Penalty 3004.258353 = -1158555.001304
  nChanged 713
		SP:Iteration 4F (14039.940000 sec): 3 clusters
  Score: Raw -1162156.073466 + Penalty 3004.258353 = -1159151.815113
  nChanged 687
		SP:Iteration 5F (14039.970000 sec): 3 clusters
  Score: Raw -1162765.230301 + Penalty 3004.258353 = -1159760.971948
  nChanged 645
		SP:Iteration 6F (14040.000000 sec): 3 clusters
  Score: Raw -1163327.938067 + Penalty 3004.258353 = -1160323.679714
  nChanged 554
		SP:Iteration 7F (14040.020000 sec): 3 clusters
  Score: Raw -1163755.354883 + Penalty 3004.258353 = -1160751.096530
  nChanged 453
		SP:Iteration 8Q (14040.050000 sec): 3 clusters
  Score: Raw -1164055.809397 + Penalty 3004.258353 = -1161051.551044
  nChanged 345
		SP:Iteration 9Q (14040.070000 sec): 3 clusters
  Score: Raw -1164253.567748 + Penalty 3004.258353 = -1161249.309395
  nChanged 235
		SP:Iteration 10Q (14040.100000 sec): 3 clusters
  Score: Raw -1164366.720132 + Penalty 3004.258353 = -1161362.461779
  nChanged 174
		SP:Iteration 11Q (14040.130000 sec): 3 clusters
  Score: Raw -1164429.681597 + Penalty 3004.258353 = -1161425.423244
  nChanged 128
		SP:Iteration 12Q (14040.150000 sec): 3 clusters
  Score: Raw -1164469.802232 + Penalty 3004.258353 = -1161465.543879
  nChanged 112
		SP:Iteration 13Q (14040.180000 sec): 3 clusters
  Score: Raw -1164502.182875 + Penalty 3004.258353 = -1161497.924522
  nChanged 88
		SP:Iteration 14Q (14040.210000 sec): 3 clusters
  Score: Raw -1164522.903948 + Penalty 3004.258353 = -1161518.645595
  nChanged 69
		SP:Iteration 15Q (14040.230000 sec): 3 clusters
  Score: Raw -1164535.860886 + Penalty 3004.258353 = -1161531.602534
  nChanged 58
		SP:Iteration 16Q (14040.250000 sec): 3 clusters
  Score: Raw -1164547.969593 + Penalty 3004.258353 = -1161543.711240
  nChanged 53
		SP:Iteration 17Q (14040.280000 sec): 3 clusters
  Score: Raw -1164557.946603 + Penalty 3004.258353 = -1161553.688250
  nChanged 40
		SP:Iteration 18Q (14040.300000 sec): 3 clusters
  Score: Raw -1164566.199923 + Penalty 3004.258353 = -1161561.941570
  nChanged 45
		SP:Iteration 19Q (14040.330000 sec): 3 clusters
  Score: Raw -1164575.242868 + Penalty 3004.258353 = -1161570.984515
  nChanged 36
		SP:Iteration 20F (14040.350000 sec): 3 clusters
  Score: Raw -1164581.838223 + Penalty 3004.258353 = -1161577.579870
  nChanged 37
		SP:Iteration 21Q (14040.380000 sec): 3 clusters
  Score: Raw -1164589.047306 + Penalty 3004.258353 = -1161584.788953
  nChanged 34
		SP:Iteration 22Q (14040.400000 sec): 3 clusters
  Score: Raw -1164594.468393 + Penalty 3004.258353 = -1161590.210040
  nChanged 28
		SP:Iteration 23Q (14040.430000 sec): 3 clusters
  Score: Raw -1164599.125795 + Penalty 3004.258353 = -1161594.867442
  nChanged 23
		SP:Iteration 24Q (14040.450000 sec): 3 clusters
  Score: Raw -1164602.639574 + Penalty 3004.258353 = -1161598.381221
  nChanged 13
		SP:Iteration 25Q (14040.470000 sec): 3 clusters
  Score: Raw -1164604.185422 + Penalty 3004.258353 = -1161599.927069
  nChanged 13
		SP:Iteration 26Q (14040.500000 sec): 3 clusters
  Score: Raw -1164605.666639 + Penalty 3004.258353 = -1161601.408286
  nChanged 14
		SP:Iteration 27Q (14040.520000 sec): 3 clusters
  Score: Raw -1164607.216120 + Penalty 3004.258353 = -1161602.957767
  nChanged 12
		SP:Iteration 28Q (14040.550000 sec): 3 clusters
  Score: Raw -1164608.516053 + Penalty 3004.258353 = -1161604.257700
  nChanged 6
		SP:Iteration 29Q (14040.570000 sec): 3 clusters
  Score: Raw -1164609.243691 + Penalty 3004.258353 = -1161604.985338
  nChanged 9
		SP:Iteration 30Q (14040.590000 sec): 3 clusters
  Score: Raw -1164609.897754 + Penalty 3004.258353 = -1161605.639401
  nChanged 5
		SP:Iteration 31Q (14040.620000 sec): 3 clusters
  Score: Raw -1164610.306570 + Penalty 3004.258353 = -1161606.048217
  nChanged 2
		SP:Iteration 32Q (14040.650000 sec): 3 clusters
  Score: Raw -1164610.477532 + Penalty 3004.258353 = -1161606.219179
  nChanged 1
		SP:Iteration 33Q (14040.670000 sec): 3 clusters
  Score: Raw -1164610.577253 + Penalty 3004.258353 = -1161606.318900
  nChanged 0
		SP:Iteration 34F (14040.690000 sec): 3 clusters
  Score: Raw -1164610.577253 + Penalty 3004.258353 = -1161606.318900
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14040.760000 sec): 2 clusters
  Score: Raw -2361172.641133 + Penalty 1621.928186 = -2359550.712947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14040.820000 sec): 3 clusters
  Score: Raw -2348008.402827 + Penalty 3243.856373 = -2344764.546454
  nChanged 9831
		SP:Iteration 1F (14040.870000 sec): 3 clusters
  Score: Raw -2353728.261907 + Penalty 3243.856373 = -2350484.405534
  nChanged 1370
		SP:Iteration 2F (14040.930000 sec): 3 clusters
  Score: Raw -2354470.167112 + Penalty 3243.856373 = -2351226.310739
  nChanged 1324
		SP:Iteration 3F (14040.990000 sec): 3 clusters
  Score: Raw -2355211.222988 + Penalty 3243.856373 = -2351967.366615
  nChanged 1313
		SP:Iteration 4F (14041.050000 sec): 3 clusters
  Score: Raw -2355973.483699 + Penalty 3243.856373 = -2352729.627326
  nChanged 1261
		SP:Iteration 5F (14041.100000 sec): 3 clusters
  Score: Raw -2356707.502560 + Penalty 3243.856373 = -2353463.646187
  nChanged 1178
		SP:Iteration 6F (14041.160000 sec): 3 clusters
  Score: Raw -2357466.175570 + Penalty 3243.856373 = -2354222.319197
  nChanged 1182
		SP:Iteration 7F (14041.210000 sec): 3 clusters
  Score: Raw -2358292.176602 + Penalty 3243.856373 = -2355048.320229
  nChanged 1147
		SP:Iteration 8F (14041.270000 sec): 3 clusters
  Score: Raw -2359151.652619 + Penalty 3243.856373 = -2355907.796247
  nChanged 1046
		SP:Iteration 9Q (14041.330000 sec): 3 clusters
  Score: Raw -2359986.572965 + Penalty 3243.856373 = -2356742.716592
  nChanged 799
		SP:Iteration 10Q (14041.380000 sec): 3 clusters
  Score: Raw -2360600.919940 + Penalty 3243.856373 = -2357357.063567
  nChanged 550
		SP:Iteration 11Q (14041.430000 sec): 3 clusters
  Score: Raw -2360997.829963 + Penalty 3243.856373 = -2357753.973590
  nChanged 343
		SP:Iteration 12Q (14041.480000 sec): 3 clusters
  Score: Raw -2361232.763685 + Penalty 3243.856373 = -2357988.907312
  nChanged 212
		SP:Iteration 13Q (14041.530000 sec): 3 clusters
  Score: Raw -2361383.349258 + Penalty 3243.856373 = -2358139.492885
  nChanged 133
		SP:Iteration 14Q (14041.580000 sec): 3 clusters
  Score: Raw -2361495.073721 + Penalty 3243.856373 = -2358251.217348
  nChanged 101
		SP:Iteration 15Q (14041.630000 sec): 3 clusters
  Score: Raw -2361571.226742 + Penalty 3243.856373 = -2358327.370369
  nChanged 58
		SP:Iteration 16Q (14041.670000 sec): 3 clusters
  Score: Raw -2361610.702321 + Penalty 3243.856373 = -2358366.845948
  nChanged 33
		SP:Iteration 17Q (14041.710000 sec): 3 clusters
  Score: Raw -2361637.968138 + Penalty 3243.856373 = -2358394.111765
  nChanged 30
		SP:Iteration 18Q (14041.760000 sec): 3 clusters
  Score: Raw -2361668.865905 + Penalty 3243.856373 = -2358425.009532
  nChanged 24
		SP:Iteration 19Q (14041.800000 sec): 3 clusters
  Score: Raw -2361685.338739 + Penalty 3243.856373 = -2358441.482366
  nChanged 16
		SP:Iteration 20F (14041.860000 sec): 3 clusters
  Score: Raw -2361693.208860 + Penalty 3243.856373 = -2358449.352487
  nChanged 7
		SP:Iteration 21Q (14041.900000 sec): 3 clusters
  Score: Raw -2361696.279282 + Penalty 3243.856373 = -2358452.422909
  nChanged 2
		SP:Iteration 22Q (14041.950000 sec): 3 clusters
  Score: Raw -2361697.336821 + Penalty 3243.856373 = -2358453.480448
  nChanged 3
		SP:Iteration 23Q (14041.990000 sec): 3 clusters
  Score: Raw -2361698.527785 + Penalty 3243.856373 = -2358454.671412
  nChanged 2
		SP:Iteration 24Q (14042.030000 sec): 3 clusters
  Score: Raw -2361700.180211 + Penalty 3243.856373 = -2358456.323838
  nChanged 5
		SP:Iteration 25Q (14042.070000 sec): 3 clusters
  Score: Raw -2361704.168806 + Penalty 3243.856373 = -2358460.312433
  nChanged 8
		SP:Iteration 26Q (14042.120000 sec): 3 clusters
  Score: Raw -2361710.046085 + Penalty 3243.856373 = -2358466.189712
  nChanged 8
		SP:Iteration 27Q (14042.160000 sec): 3 clusters
  Score: Raw -2361714.364119 + Penalty 3243.856373 = -2358470.507746
  nChanged 6
		SP:Iteration 28Q (14042.200000 sec): 3 clusters
  Score: Raw -2361717.746874 + Penalty 3243.856373 = -2358473.890501
  nChanged 3
		SP:Iteration 29Q (14042.240000 sec): 3 clusters
  Score: Raw -2361719.010155 + Penalty 3243.856373 = -2358475.153782
  nChanged 1
		SP:Iteration 30Q (14042.290000 sec): 3 clusters
  Score: Raw -2361719.381514 + Penalty 3243.856373 = -2358475.525141
  nChanged 0
		SP:Iteration 31F (14042.340000 sec): 3 clusters
  Score: Raw -2361719.381514 + Penalty 3243.856373 = -2358475.525141
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14042.380000 sec): 2 clusters
  Score: Raw -1270152.773492 + Penalty 1509.742241 = -1268643.031251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14042.410000 sec): 3 clusters
  Score: Raw -1263976.025316 + Penalty 3019.484482 = -1260956.540833
  nChanged 4753
		SP:Iteration 1F (14042.430000 sec): 3 clusters
  Score: Raw -1266472.216797 + Penalty 3019.484482 = -1263452.732315
  nChanged 658
		SP:Iteration 2F (14042.460000 sec): 3 clusters
  Score: Raw -1266752.152982 + Penalty 3019.484482 = -1263732.668500
  nChanged 519
		SP:Iteration 3Q (14042.490000 sec): 3 clusters
  Score: Raw -1267000.540325 + Penalty 3019.484482 = -1263981.055843
  nChanged 523
		SP:Iteration 4Q (14042.520000 sec): 3 clusters
  Score: Raw -1267260.897721 + Penalty 3019.484482 = -1264241.413239
  nChanged 478
		SP:Iteration 5Q (14042.550000 sec): 3 clusters
  Score: Raw -1267481.889287 + Penalty 3019.484482 = -1264462.404805
  nChanged 432
		SP:Iteration 6Q (14042.570000 sec): 3 clusters
  Score: Raw -1267701.996207 + Penalty 3019.484482 = -1264682.511725
  nChanged 476
		SP:Iteration 7Q (14042.600000 sec): 3 clusters
  Score: Raw -1267934.041549 + Penalty 3019.484482 = -1264914.557067
  nChanged 416
		SP:Iteration 8Q (14042.630000 sec): 3 clusters
  Score: Raw -1268140.225878 + Penalty 3019.484482 = -1265120.741396
  nChanged 387
		SP:Iteration 9Q (14042.650000 sec): 3 clusters
  Score: Raw -1268332.941013 + Penalty 3019.484482 = -1265313.456531
  nChanged 364
		SP:Iteration 10Q (14042.680000 sec): 3 clusters
  Score: Raw -1268511.702646 + Penalty 3019.484482 = -1265492.218164
  nChanged 349
		SP:Iteration 11Q (14042.710000 sec): 3 clusters
  Score: Raw -1268674.214670 + Penalty 3019.484482 = -1265654.730188
  nChanged 307
		SP:Iteration 12Q (14042.730000 sec): 3 clusters
  Score: Raw -1268800.056771 + Penalty 3019.484482 = -1265780.572289
  nChanged 261
		SP:Iteration 13Q (14042.760000 sec): 3 clusters
  Score: Raw -1268915.375862 + Penalty 3019.484482 = -1265895.891380
  nChanged 260
		SP:Iteration 14Q (14042.790000 sec): 3 clusters
  Score: Raw -1269035.114761 + Penalty 3019.484482 = -1266015.630279
  nChanged 233
		SP:Iteration 15Q (14042.810000 sec): 3 clusters
  Score: Raw -1269140.184922 + Penalty 3019.484482 = -1266120.700439
  nChanged 212
		SP:Iteration 16Q (14042.840000 sec): 3 clusters
  Score: Raw -1269217.515304 + Penalty 3019.484482 = -1266198.030821
  nChanged 166
		SP:Iteration 17Q (14042.870000 sec): 3 clusters
  Score: Raw -1269273.668607 + Penalty 3019.484482 = -1266254.184125
  nChanged 151
		SP:Iteration 18Q (14042.890000 sec): 3 clusters
  Score: Raw -1269326.071280 + Penalty 3019.484482 = -1266306.586798
  nChanged 126
		SP:Iteration 19Q (14042.910000 sec): 3 clusters
  Score: Raw -1269368.858767 + Penalty 3019.484482 = -1266349.374285
  nChanged 112
		SP:Iteration 20F (14042.940000 sec): 3 clusters
  Score: Raw -1269414.843249 + Penalty 3019.484482 = -1266395.358766
  nChanged 121
		SP:Iteration 21Q (14042.970000 sec): 3 clusters
  Score: Raw -1269464.905012 + Penalty 3019.484482 = -1266445.420530
  nChanged 125
		SP:Iteration 22Q (14042.990000 sec): 3 clusters
  Score: Raw -1269507.024881 + Penalty 3019.484482 = -1266487.540398
  nChanged 119
		SP:Iteration 23Q (14043.020000 sec): 3 clusters
  Score: Raw -1269545.612085 + Penalty 3019.484482 = -1266526.127603
  nChanged 124
		SP:Iteration 24Q (14043.050000 sec): 3 clusters
  Score: Raw -1269596.345684 + Penalty 3019.484482 = -1266576.861201
  nChanged 136
		SP:Iteration 25Q (14043.070000 sec): 3 clusters
  Score: Raw -1269648.958626 + Penalty 3019.484482 = -1266629.474144
  nChanged 121
		SP:Iteration 26Q (14043.090000 sec): 3 clusters
  Score: Raw -1269698.202081 + Penalty 3019.484482 = -1266678.717599
  nChanged 114
		SP:Iteration 27Q (14043.120000 sec): 3 clusters
  Score: Raw -1269746.077366 + Penalty 3019.484482 = -1266726.592884
  nChanged 116
		SP:Iteration 28Q (14043.140000 sec): 3 clusters
  Score: Raw -1269789.192209 + Penalty 3019.484482 = -1266769.707726
  nChanged 99
		SP:Iteration 29Q (14043.170000 sec): 3 clusters
  Score: Raw -1269817.978048 + Penalty 3019.484482 = -1266798.493566
  nChanged 75
		SP:Iteration 30Q (14043.190000 sec): 3 clusters
  Score: Raw -1269841.202683 + Penalty 3019.484482 = -1266821.718201
  nChanged 68
		SP:Iteration 31Q (14043.210000 sec): 3 clusters
  Score: Raw -1269858.787220 + Penalty 3019.484482 = -1266839.302737
  nChanged 52
		SP:Iteration 32Q (14043.240000 sec): 3 clusters
  Score: Raw -1269872.605025 + Penalty 3019.484482 = -1266853.120543
  nChanged 54
		SP:Iteration 33Q (14043.260000 sec): 3 clusters
  Score: Raw -1269888.894927 + Penalty 3019.484482 = -1266869.410444
  nChanged 51
		SP:Iteration 34Q (14043.290000 sec): 3 clusters
  Score: Raw -1269904.826183 + Penalty 3019.484482 = -1266885.341701
  nChanged 54
		SP:Iteration 35Q (14043.310000 sec): 3 clusters
  Score: Raw -1269919.815075 + Penalty 3019.484482 = -1266900.330593
  nChanged 54
		SP:Iteration 36Q (14043.330000 sec): 3 clusters
  Score: Raw -1269933.487380 + Penalty 3019.484482 = -1266914.002898
  nChanged 46
		SP:Iteration 37Q (14043.360000 sec): 3 clusters
  Score: Raw -1269945.128332 + Penalty 3019.484482 = -1266925.643849
  nChanged 41
		SP:Iteration 38Q (14043.380000 sec): 3 clusters
  Score: Raw -1269954.116258 + Penalty 3019.484482 = -1266934.631775
  nChanged 37
		SP:Iteration 39Q (14043.410000 sec): 3 clusters
  Score: Raw -1269962.232263 + Penalty 3019.484482 = -1266942.747781
  nChanged 35
		SP:Iteration 40F (14043.430000 sec): 3 clusters
  Score: Raw -1269971.503261 + Penalty 3019.484482 = -1266952.018779
  nChanged 44
		SP:Iteration 41Q (14043.460000 sec): 3 clusters
  Score: Raw -1269981.571990 + Penalty 3019.484482 = -1266962.087507
  nChanged 46
		SP:Iteration 42Q (14043.480000 sec): 3 clusters
  Score: Raw -1269993.999257 + Penalty 3019.484482 = -1266974.514774
  nChanged 49
		SP:Iteration 43Q (14043.500000 sec): 3 clusters
  Score: Raw -1270009.340538 + Penalty 3019.484482 = -1266989.856056
  nChanged 63
		SP:Iteration 44Q (14043.530000 sec): 3 clusters
  Score: Raw -1270028.666225 + Penalty 3019.484482 = -1267009.181743
  nChanged 57
		SP:Iteration 45Q (14043.550000 sec): 3 clusters
  Score: Raw -1270044.810170 + Penalty 3019.484482 = -1267025.325687
  nChanged 46
		SP:Iteration 46Q (14043.570000 sec): 3 clusters
  Score: Raw -1270055.903981 + Penalty 3019.484482 = -1267036.419498
  nChanged 45
		SP:Iteration 47Q (14043.590000 sec): 3 clusters
  Score: Raw -1270066.913731 + Penalty 3019.484482 = -1267047.429248
  nChanged 51
		SP:Iteration 48Q (14043.620000 sec): 3 clusters
  Score: Raw -1270081.610993 + Penalty 3019.484482 = -1267062.126511
  nChanged 48
		SP:Iteration 49Q (14043.640000 sec): 3 clusters
  Score: Raw -1270097.714221 + Penalty 3019.484482 = -1267078.229738
  nChanged 52
		SP:Iteration 50Q (14043.670000 sec): 3 clusters
  Score: Raw -1270116.739607 + Penalty 3019.484482 = -1267097.255124
  nChanged 56
		SP:Iteration 51Q (14043.690000 sec): 3 clusters
  Score: Raw -1270138.840980 + Penalty 3019.484482 = -1267119.356498
  nChanged 68
		SP:Iteration 52Q (14043.710000 sec): 3 clusters
  Score: Raw -1270165.420380 + Penalty 3019.484482 = -1267145.935897
  nChanged 53
		SP:Iteration 53Q (14043.730000 sec): 3 clusters
  Score: Raw -1270183.289010 + Penalty 3019.484482 = -1267163.804528
  nChanged 46
		SP:Iteration 54Q (14043.750000 sec): 3 clusters
  Score: Raw -1270198.877386 + Penalty 3019.484482 = -1267179.392903
  nChanged 53
		SP:Iteration 55Q (14043.780000 sec): 3 clusters
  Score: Raw -1270218.065991 + Penalty 3019.484482 = -1267198.581508
  nChanged 61
		SP:Iteration 56Q (14043.800000 sec): 3 clusters
  Score: Raw -1270242.136201 + Penalty 3019.484482 = -1267222.651719
  nChanged 47
		SP:Iteration 57Q (14043.820000 sec): 3 clusters
  Score: Raw -1270258.940421 + Penalty 3019.484482 = -1267239.455938
  nChanged 40
		SP:Iteration 58Q (14043.850000 sec): 3 clusters
  Score: Raw -1270275.905691 + Penalty 3019.484482 = -1267256.421209
  nChanged 58
		SP:Iteration 59Q (14043.870000 sec): 3 clusters
  Score: Raw -1270298.401192 + Penalty 3019.484482 = -1267278.916709
  nChanged 53
		SP:Iteration 60F (14043.900000 sec): 3 clusters
  Score: Raw -1270323.783817 + Penalty 3019.484482 = -1267304.299335
  nChanged 49
		SP:Iteration 61Q (14043.920000 sec): 3 clusters
  Score: Raw -1270342.274674 + Penalty 3019.484482 = -1267322.790192
  nChanged 47
		SP:Iteration 62Q (14043.940000 sec): 3 clusters
  Score: Raw -1270362.482104 + Penalty 3019.484482 = -1267342.997622
  nChanged 41
		SP:Iteration 63Q (14043.960000 sec): 3 clusters
  Score: Raw -1270378.460289 + Penalty 3019.484482 = -1267358.975807
  nChanged 39
		SP:Iteration 64Q (14043.990000 sec): 3 clusters
  Score: Raw -1270389.063868 + Penalty 3019.484482 = -1267369.579386
  nChanged 27
		SP:Iteration 65Q (14044.010000 sec): 3 clusters
  Score: Raw -1270396.191703 + Penalty 3019.484482 = -1267376.707221
  nChanged 17
		SP:Iteration 66Q (14044.030000 sec): 3 clusters
  Score: Raw -1270402.605313 + Penalty 3019.484482 = -1267383.120830
  nChanged 13
		SP:Iteration 67Q (14044.050000 sec): 3 clusters
  Score: Raw -1270406.783473 + Penalty 3019.484482 = -1267387.298991
  nChanged 12
		SP:Iteration 68Q (14044.070000 sec): 3 clusters
  Score: Raw -1270410.662361 + Penalty 3019.484482 = -1267391.177879
  nChanged 13
		SP:Iteration 69Q (14044.090000 sec): 3 clusters
  Score: Raw -1270415.019808 + Penalty 3019.484482 = -1267395.535326
  nChanged 14
		SP:Iteration 70Q (14044.120000 sec): 3 clusters
  Score: Raw -1270419.375023 + Penalty 3019.484482 = -1267399.890540
  nChanged 15
		SP:Iteration 71Q (14044.140000 sec): 3 clusters
  Score: Raw -1270423.622590 + Penalty 3019.484482 = -1267404.138107
  nChanged 12
		SP:Iteration 72Q (14044.160000 sec): 3 clusters
  Score: Raw -1270427.425088 + Penalty 3019.484482 = -1267407.940606
  nChanged 16
		SP:Iteration 73Q (14044.180000 sec): 3 clusters
  Score: Raw -1270433.680604 + Penalty 3019.484482 = -1267414.196121
  nChanged 17
		SP:Iteration 74Q (14044.200000 sec): 3 clusters
  Score: Raw -1270439.779165 + Penalty 3019.484482 = -1267420.294683
  nChanged 16
		SP:Iteration 75Q (14044.230000 sec): 3 clusters
  Score: Raw -1270444.303635 + Penalty 3019.484482 = -1267424.819153
  nChanged 9
		SP:Iteration 76Q (14044.250000 sec): 3 clusters
  Score: Raw -1270447.005940 + Penalty 3019.484482 = -1267427.521457
  nChanged 9
		SP:Iteration 77Q (14044.270000 sec): 3 clusters
  Score: Raw -1270448.948521 + Penalty 3019.484482 = -1267429.464039
  nChanged 6
		SP:Iteration 78Q (14044.290000 sec): 3 clusters
  Score: Raw -1270450.431570 + Penalty 3019.484482 = -1267430.947087
  nChanged 9
		SP:Iteration 79Q (14044.310000 sec): 3 clusters
  Score: Raw -1270453.839509 + Penalty 3019.484482 = -1267434.355026
  nChanged 12
		SP:Iteration 80F (14044.340000 sec): 3 clusters
  Score: Raw -1270458.366544 + Penalty 3019.484482 = -1267438.882062
  nChanged 14
		SP:Iteration 81Q (14044.360000 sec): 3 clusters
  Score: Raw -1270463.026464 + Penalty 3019.484482 = -1267443.541982
  nChanged 14
		SP:Iteration 82Q (14044.380000 sec): 3 clusters
  Score: Raw -1270467.462076 + Penalty 3019.484482 = -1267447.977594
  nChanged 13
		SP:Iteration 83Q (14044.400000 sec): 3 clusters
  Score: Raw -1270471.473250 + Penalty 3019.484482 = -1267451.988767
  nChanged 14
		SP:Iteration 84Q (14044.420000 sec): 3 clusters
  Score: Raw -1270476.569144 + Penalty 3019.484482 = -1267457.084662
  nChanged 18
		SP:Iteration 85Q (14044.450000 sec): 3 clusters
  Score: Raw -1270484.180746 + Penalty 3019.484482 = -1267464.696263
  nChanged 13
		SP:Iteration 86Q (14044.470000 sec): 3 clusters
  Score: Raw -1270490.482559 + Penalty 3019.484482 = -1267470.998077
  nChanged 14
		SP:Iteration 87Q (14044.490000 sec): 3 clusters
  Score: Raw -1270496.372146 + Penalty 3019.484482 = -1267476.887664
  nChanged 11
		SP:Iteration 88Q (14044.510000 sec): 3 clusters
  Score: Raw -1270501.076517 + Penalty 3019.484482 = -1267481.592034
  nChanged 16
		SP:Iteration 89Q (14044.530000 sec): 3 clusters
  Score: Raw -1270507.007751 + Penalty 3019.484482 = -1267487.523268
  nChanged 13
		SP:Iteration 90Q (14044.550000 sec): 3 clusters
  Score: Raw -1270513.952905 + Penalty 3019.484482 = -1267494.468423
  nChanged 18
		SP:Iteration 91Q (14044.570000 sec): 3 clusters
  Score: Raw -1270520.726921 + Penalty 3019.484482 = -1267501.242439
  nChanged 15
		SP:Iteration 92Q (14044.590000 sec): 3 clusters
  Score: Raw -1270527.770894 + Penalty 3019.484482 = -1267508.286412
  nChanged 11
		SP:Iteration 93Q (14044.610000 sec): 3 clusters
  Score: Raw -1270532.812280 + Penalty 3019.484482 = -1267513.327797
  nChanged 17
		SP:Iteration 94Q (14044.630000 sec): 3 clusters
  Score: Raw -1270540.209096 + Penalty 3019.484482 = -1267520.724613
  nChanged 14
		SP:Iteration 95Q (14044.660000 sec): 3 clusters
  Score: Raw -1270545.553899 + Penalty 3019.484482 = -1267526.069417
  nChanged 10
		SP:Iteration 96Q (14044.680000 sec): 3 clusters
  Score: Raw -1270549.754372 + Penalty 3019.484482 = -1267530.269890
  nChanged 9
		SP:Iteration 97Q (14044.700000 sec): 3 clusters
  Score: Raw -1270554.423719 + Penalty 3019.484482 = -1267534.939237
  nChanged 9
		SP:Iteration 98Q (14044.720000 sec): 3 clusters
  Score: Raw -1270558.003756 + Penalty 3019.484482 = -1267538.519273
  nChanged 4
		SP:Iteration 99Q (14044.740000 sec): 3 clusters
  Score: Raw -1270559.071745 + Penalty 3019.484482 = -1267539.587263
  nChanged 6
		SP:Iteration 100F (14044.770000 sec): 3 clusters
  Score: Raw -1270560.597383 + Penalty 3019.484482 = -1267541.112901
  nChanged 4
		SP:Iteration 101Q (14044.790000 sec): 3 clusters
  Score: Raw -1270561.820096 + Penalty 3019.484482 = -1267542.335614
  nChanged 6
		SP:Iteration 102Q (14044.810000 sec): 3 clusters
  Score: Raw -1270565.059921 + Penalty 3019.484482 = -1267545.575439
  nChanged 7
		SP:Iteration 103Q (14044.830000 sec): 3 clusters
  Score: Raw -1270569.228604 + Penalty 3019.484482 = -1267549.744122
  nChanged 11
		SP:Iteration 104Q (14044.850000 sec): 3 clusters
  Score: Raw -1270576.409510 + Penalty 3019.484482 = -1267556.925028
  nChanged 14
		SP:Iteration 105Q (14044.870000 sec): 3 clusters
  Score: Raw -1270583.519670 + Penalty 3019.484482 = -1267564.035188
  nChanged 14
		SP:Iteration 106Q (14044.890000 sec): 3 clusters
  Score: Raw -1270589.630320 + Penalty 3019.484482 = -1267570.145837
  nChanged 8
		SP:Iteration 107Q (14044.910000 sec): 3 clusters
  Score: Raw -1270591.870231 + Penalty 3019.484482 = -1267572.385749
  nChanged 5
		SP:Iteration 108Q (14044.930000 sec): 3 clusters
  Score: Raw -1270593.657234 + Penalty 3019.484482 = -1267574.172751
  nChanged 5
		SP:Iteration 109Q (14044.950000 sec): 3 clusters
  Score: Raw -1270596.056894 + Penalty 3019.484482 = -1267576.572411
  nChanged 6
		SP:Iteration 110Q (14044.970000 sec): 3 clusters
  Score: Raw -1270598.628521 + Penalty 3019.484482 = -1267579.144039
  nChanged 9
		SP:Iteration 111Q (14045.000000 sec): 3 clusters
  Score: Raw -1270602.237055 + Penalty 3019.484482 = -1267582.752572
  nChanged 8
		SP:Iteration 112Q (14045.020000 sec): 3 clusters
  Score: Raw -1270605.381972 + Penalty 3019.484482 = -1267585.897490
  nChanged 5
		SP:Iteration 113Q (14045.040000 sec): 3 clusters
  Score: Raw -1270607.725315 + Penalty 3019.484482 = -1267588.240833
  nChanged 5
		SP:Iteration 114Q (14045.060000 sec): 3 clusters
  Score: Raw -1270609.700394 + Penalty 3019.484482 = -1267590.215912
  nChanged 5
		SP:Iteration 115Q (14045.080000 sec): 3 clusters
  Score: Raw -1270611.684025 + Penalty 3019.484482 = -1267592.199543
  nChanged 9
		SP:Iteration 116Q (14045.100000 sec): 3 clusters
  Score: Raw -1270614.151506 + Penalty 3019.484482 = -1267594.667024
  nChanged 3
		SP:Iteration 117Q (14045.120000 sec): 3 clusters
  Score: Raw -1270615.458552 + Penalty 3019.484482 = -1267595.974070
  nChanged 3
		SP:Iteration 118Q (14045.140000 sec): 3 clusters
  Score: Raw -1270617.092623 + Penalty 3019.484482 = -1267597.608141
  nChanged 3
		SP:Iteration 119Q (14045.160000 sec): 3 clusters
  Score: Raw -1270618.465227 + Penalty 3019.484482 = -1267598.980744
  nChanged 4
		SP:Iteration 120F (14045.190000 sec): 3 clusters
  Score: Raw -1270620.628487 + Penalty 3019.484482 = -1267601.144005
  nChanged 9
		SP:Iteration 121Q (14045.210000 sec): 3 clusters
  Score: Raw -1270625.345001 + Penalty 3019.484482 = -1267605.860518
  nChanged 8
		SP:Iteration 122Q (14045.230000 sec): 3 clusters
  Score: Raw -1270628.063479 + Penalty 3019.484482 = -1267608.578997
  nChanged 9
		SP:Iteration 123Q (14045.250000 sec): 3 clusters
  Score: Raw -1270631.412671 + Penalty 3019.484482 = -1267611.928189
  nChanged 7
		SP:Iteration 124Q (14045.270000 sec): 3 clusters
  Score: Raw -1270634.489185 + Penalty 3019.484482 = -1267615.004703
  nChanged 8
		SP:Iteration 125Q (14045.290000 sec): 3 clusters
  Score: Raw -1270637.445268 + Penalty 3019.484482 = -1267617.960786
  nChanged 5
		SP:Iteration 126Q (14045.320000 sec): 3 clusters
  Score: Raw -1270641.686359 + Penalty 3019.484482 = -1267622.201876
  nChanged 5
		SP:Iteration 127Q (14045.340000 sec): 3 clusters
  Score: Raw -1270643.610815 + Penalty 3019.484482 = -1267624.126333
  nChanged 4
		SP:Iteration 128Q (14045.360000 sec): 3 clusters
  Score: Raw -1270645.444561 + Penalty 3019.484482 = -1267625.960079
  nChanged 6
		SP:Iteration 129Q (14045.380000 sec): 3 clusters
  Score: Raw -1270647.320236 + Penalty 3019.484482 = -1267627.835754
  nChanged 1
		SP:Iteration 130Q (14045.400000 sec): 3 clusters
  Score: Raw -1270647.847876 + Penalty 3019.484482 = -1267628.363394
  nChanged 1
		SP:Iteration 131Q (14045.420000 sec): 3 clusters
  Score: Raw -1270648.172392 + Penalty 3019.484482 = -1267628.687910
  nChanged 2
		SP:Iteration 132Q (14045.440000 sec): 3 clusters
  Score: Raw -1270648.751261 + Penalty 3019.484482 = -1267629.266779
  nChanged 0
		SP:Iteration 133F (14045.470000 sec): 3 clusters
  Score: Raw -1270648.751261 + Penalty 3019.484482 = -1267629.266779
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14045.530000 sec): 2 clusters
  Score: Raw -2346880.567385 + Penalty 1611.447694 = -2345269.119691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14045.590000 sec): 3 clusters
  Score: Raw -2334706.478409 + Penalty 3222.895387 = -2331483.583022
  nChanged 9192
		SP:Iteration 1F (14045.640000 sec): 3 clusters
  Score: Raw -2339664.901186 + Penalty 3222.895387 = -2336442.005799
  nChanged 983
		SP:Iteration 2Q (14045.690000 sec): 3 clusters
  Score: Raw -2340005.424232 + Penalty 3222.895387 = -2336782.528845
  nChanged 1019
		SP:Iteration 3F (14045.750000 sec): 3 clusters
  Score: Raw -2340444.452800 + Penalty 3222.895387 = -2337221.557412
  nChanged 1186
		SP:Iteration 4F (14045.800000 sec): 3 clusters
  Score: Raw -2341129.245869 + Penalty 3222.895387 = -2337906.350482
  nChanged 1376
		SP:Iteration 5F (14045.850000 sec): 3 clusters
  Score: Raw -2342033.081867 + Penalty 3222.895387 = -2338810.186480
  nChanged 1439
		SP:Iteration 6F (14045.910000 sec): 3 clusters
  Score: Raw -2343063.954075 + Penalty 3222.895387 = -2339841.058687
  nChanged 1375
		SP:Iteration 7F (14045.960000 sec): 3 clusters
  Score: Raw -2344042.106558 + Penalty 3222.895387 = -2340819.211171
  nChanged 1164
		SP:Iteration 8F (14046.010000 sec): 3 clusters
  Score: Raw -2344829.132653 + Penalty 3222.895387 = -2341606.237266
  nChanged 948
		SP:Iteration 9Q (14046.070000 sec): 3 clusters
  Score: Raw -2345482.250046 + Penalty 3222.895387 = -2342259.354658
  nChanged 752
		SP:Iteration 10Q (14046.130000 sec): 3 clusters
  Score: Raw -2346003.076058 + Penalty 3222.895387 = -2342780.180671
  nChanged 598
		SP:Iteration 11Q (14046.180000 sec): 3 clusters
  Score: Raw -2346405.244071 + Penalty 3222.895387 = -2343182.348684
  nChanged 423
		SP:Iteration 12Q (14046.230000 sec): 3 clusters
  Score: Raw -2346669.838874 + Penalty 3222.895387 = -2343446.943487
  nChanged 295
		SP:Iteration 13Q (14046.290000 sec): 3 clusters
  Score: Raw -2346845.511022 + Penalty 3222.895387 = -2343622.615635
  nChanged 223
		SP:Iteration 14Q (14046.340000 sec): 3 clusters
  Score: Raw -2346967.772244 + Penalty 3222.895387 = -2343744.876856
  nChanged 144
		SP:Iteration 15Q (14046.390000 sec): 3 clusters
  Score: Raw -2347036.658960 + Penalty 3222.895387 = -2343813.763573
  nChanged 112
		SP:Iteration 16Q (14046.440000 sec): 3 clusters
  Score: Raw -2347089.915780 + Penalty 3222.895387 = -2343867.020393
  nChanged 86
		SP:Iteration 17Q (14046.490000 sec): 3 clusters
  Score: Raw -2347135.197875 + Penalty 3222.895387 = -2343912.302487
  nChanged 62
		SP:Iteration 18Q (14046.540000 sec): 3 clusters
  Score: Raw -2347169.675241 + Penalty 3222.895387 = -2343946.779854
  nChanged 51
		SP:Iteration 19Q (14046.590000 sec): 3 clusters
  Score: Raw -2347198.198312 + Penalty 3222.895387 = -2343975.302925
  nChanged 36
		SP:Iteration 20F (14046.640000 sec): 3 clusters
  Score: Raw -2347212.831449 + Penalty 3222.895387 = -2343989.936062
  nChanged 19
		SP:Iteration 21Q (14046.690000 sec): 3 clusters
  Score: Raw -2347224.369872 + Penalty 3222.895387 = -2344001.474485
  nChanged 17
		SP:Iteration 22Q (14046.730000 sec): 3 clusters
  Score: Raw -2347234.737907 + Penalty 3222.895387 = -2344011.842520
  nChanged 13
		SP:Iteration 23Q (14046.780000 sec): 3 clusters
  Score: Raw -2347240.695139 + Penalty 3222.895387 = -2344017.799752
  nChanged 11
		SP:Iteration 24Q (14046.830000 sec): 3 clusters
  Score: Raw -2347245.018828 + Penalty 3222.895387 = -2344022.123440
  nChanged 3
		SP:Iteration 25Q (14046.870000 sec): 3 clusters
  Score: Raw -2347246.710600 + Penalty 3222.895387 = -2344023.815213
  nChanged 4
		SP:Iteration 26Q (14046.920000 sec): 3 clusters
  Score: Raw -2347248.063345 + Penalty 3222.895387 = -2344025.167958
  nChanged 3
		SP:Iteration 27Q (14046.960000 sec): 3 clusters
  Score: Raw -2347250.521674 + Penalty 3222.895387 = -2344027.626287
  nChanged 9
		SP:Iteration 28Q (14047.010000 sec): 3 clusters
  Score: Raw -2347257.862008 + Penalty 3222.895387 = -2344034.966621
  nChanged 6
		SP:Iteration 29Q (14047.050000 sec): 3 clusters
  Score: Raw -2347260.564664 + Penalty 3222.895387 = -2344037.669276
  nChanged 5
		SP:Iteration 30Q (14047.090000 sec): 3 clusters
  Score: Raw -2347262.093202 + Penalty 3222.895387 = -2344039.197815
  nChanged 2
		SP:Iteration 31Q (14047.140000 sec): 3 clusters
  Score: Raw -2347263.538303 + Penalty 3222.895387 = -2344040.642916
  nChanged 7
		SP:Iteration 32Q (14047.180000 sec): 3 clusters
  Score: Raw -2347267.444650 + Penalty 3222.895387 = -2344044.549263
  nChanged 6
		SP:Iteration 33Q (14047.230000 sec): 3 clusters
  Score: Raw -2347270.399087 + Penalty 3222.895387 = -2344047.503699
  nChanged 5
		SP:Iteration 34Q (14047.270000 sec): 3 clusters
  Score: Raw -2347272.061100 + Penalty 3222.895387 = -2344049.165713
  nChanged 4
		SP:Iteration 35Q (14047.310000 sec): 3 clusters
  Score: Raw -2347273.862960 + Penalty 3222.895387 = -2344050.967573
  nChanged 6
		SP:Iteration 36Q (14047.350000 sec): 3 clusters
  Score: Raw -2347276.532170 + Penalty 3222.895387 = -2344053.636783
  nChanged 6
		SP:Iteration 37Q (14047.400000 sec): 3 clusters
  Score: Raw -2347279.936690 + Penalty 3222.895387 = -2344057.041302
  nChanged 3
		SP:Iteration 38Q (14047.440000 sec): 3 clusters
  Score: Raw -2347281.863811 + Penalty 3222.895387 = -2344058.968423
  nChanged 3
		SP:Iteration 39Q (14047.490000 sec): 3 clusters
  Score: Raw -2347283.934017 + Penalty 3222.895387 = -2344061.038629
  nChanged 6
		SP:Iteration 40F (14047.540000 sec): 3 clusters
  Score: Raw -2347287.751192 + Penalty 3222.895387 = -2344064.855805
  nChanged 4
		SP:Iteration 41Q (14047.580000 sec): 3 clusters
  Score: Raw -2347289.876839 + Penalty 3222.895387 = -2344066.981451
  nChanged 1
		SP:Iteration 42Q (14047.630000 sec): 3 clusters
  Score: Raw -2347290.329552 + Penalty 3222.895387 = -2344067.434165
  nChanged 0
		SP:Iteration 43F (14047.680000 sec): 3 clusters
  Score: Raw -2347290.329552 + Penalty 3222.895387 = -2344067.434165
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14047.710000 sec): 2 clusters
  Score: Raw -1259691.840812 + Penalty 1505.673076 = -1258186.167736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14047.740000 sec): 3 clusters
  Score: Raw -1253657.628797 + Penalty 3011.346152 = -1250646.282645
  nChanged 4582
		SP:Iteration 1F (14047.770000 sec): 3 clusters
  Score: Raw -1256148.698027 + Penalty 3011.346152 = -1253137.351875
  nChanged 716
		SP:Iteration 2F (14047.790000 sec): 3 clusters
  Score: Raw -1256463.440002 + Penalty 3011.346152 = -1253452.093850
  nChanged 533
		SP:Iteration 3F (14047.820000 sec): 3 clusters
  Score: Raw -1256684.045275 + Penalty 3011.346152 = -1253672.699123
  nChanged 478
		SP:Iteration 4Q (14047.850000 sec): 3 clusters
  Score: Raw -1256890.809230 + Penalty 3011.346152 = -1253879.463078
  nChanged 478
		SP:Iteration 5Q (14047.880000 sec): 3 clusters
  Score: Raw -1257133.234778 + Penalty 3011.346152 = -1254121.888627
  nChanged 517
		SP:Iteration 6Q (14047.900000 sec): 3 clusters
  Score: Raw -1257440.237655 + Penalty 3011.346152 = -1254428.891503
  nChanged 560
		SP:Iteration 7F (14047.930000 sec): 3 clusters
  Score: Raw -1257830.588262 + Penalty 3011.346152 = -1254819.242110
  nChanged 599
		SP:Iteration 8F (14047.960000 sec): 3 clusters
  Score: Raw -1258282.815827 + Penalty 3011.346152 = -1255271.469675
  nChanged 550
		SP:Iteration 9F (14047.990000 sec): 3 clusters
  Score: Raw -1258735.261977 + Penalty 3011.346152 = -1255723.915825
  nChanged 498
		SP:Iteration 10Q (14048.010000 sec): 3 clusters
  Score: Raw -1259151.598007 + Penalty 3011.346152 = -1256140.251856
  nChanged 377
		SP:Iteration 11Q (14048.040000 sec): 3 clusters
  Score: Raw -1259458.997636 + Penalty 3011.346152 = -1256447.651484
  nChanged 302
		SP:Iteration 12Q (14048.060000 sec): 3 clusters
  Score: Raw -1259713.738229 + Penalty 3011.346152 = -1256702.392077
  nChanged 214
		SP:Iteration 13Q (14048.090000 sec): 3 clusters
  Score: Raw -1259904.325194 + Penalty 3011.346152 = -1256892.979042
  nChanged 150
		SP:Iteration 14Q (14048.110000 sec): 3 clusters
  Score: Raw -1260049.500017 + Penalty 3011.346152 = -1257038.153866
  nChanged 102
		SP:Iteration 15Q (14048.130000 sec): 3 clusters
  Score: Raw -1260130.809769 + Penalty 3011.346152 = -1257119.463618
  nChanged 67
		SP:Iteration 16Q (14048.160000 sec): 3 clusters
  Score: Raw -1260177.634686 + Penalty 3011.346152 = -1257166.288534
  nChanged 56
		SP:Iteration 17Q (14048.180000 sec): 3 clusters
  Score: Raw -1260219.489834 + Penalty 3011.346152 = -1257208.143683
  nChanged 40
		SP:Iteration 18Q (14048.200000 sec): 3 clusters
  Score: Raw -1260253.478070 + Penalty 3011.346152 = -1257242.131918
  nChanged 45
		SP:Iteration 19Q (14048.220000 sec): 3 clusters
  Score: Raw -1260290.246174 + Penalty 3011.346152 = -1257278.900022
  nChanged 33
		SP:Iteration 20F (14048.250000 sec): 3 clusters
  Score: Raw -1260321.174644 + Penalty 3011.346152 = -1257309.828492
  nChanged 29
		SP:Iteration 21Q (14048.270000 sec): 3 clusters
  Score: Raw -1260343.220437 + Penalty 3011.346152 = -1257331.874286
  nChanged 22
		SP:Iteration 22Q (14048.290000 sec): 3 clusters
  Score: Raw -1260359.803055 + Penalty 3011.346152 = -1257348.456904
  nChanged 11
		SP:Iteration 23Q (14048.310000 sec): 3 clusters
  Score: Raw -1260365.812157 + Penalty 3011.346152 = -1257354.466005
  nChanged 11
		SP:Iteration 24Q (14048.330000 sec): 3 clusters
  Score: Raw -1260373.670294 + Penalty 3011.346152 = -1257362.324142
  nChanged 13
		SP:Iteration 25Q (14048.350000 sec): 3 clusters
  Score: Raw -1260381.844070 + Penalty 3011.346152 = -1257370.497918
  nChanged 11
		SP:Iteration 26Q (14048.370000 sec): 3 clusters
  Score: Raw -1260390.526231 + Penalty 3011.346152 = -1257379.180079
  nChanged 14
		SP:Iteration 27Q (14048.390000 sec): 3 clusters
  Score: Raw -1260400.755894 + Penalty 3011.346152 = -1257389.409742
  nChanged 11
		SP:Iteration 28Q (14048.410000 sec): 3 clusters
  Score: Raw -1260409.347296 + Penalty 3011.346152 = -1257398.001144
  nChanged 11
		SP:Iteration 29Q (14048.430000 sec): 3 clusters
  Score: Raw -1260418.375569 + Penalty 3011.346152 = -1257407.029417
  nChanged 16
		SP:Iteration 30Q (14048.450000 sec): 3 clusters
  Score: Raw -1260433.170874 + Penalty 3011.346152 = -1257421.824722
  nChanged 15
		SP:Iteration 31Q (14048.470000 sec): 3 clusters
  Score: Raw -1260448.658709 + Penalty 3011.346152 = -1257437.312558
  nChanged 16
		SP:Iteration 32Q (14048.490000 sec): 3 clusters
  Score: Raw -1260459.587685 + Penalty 3011.346152 = -1257448.241533
  nChanged 12
		SP:Iteration 33Q (14048.510000 sec): 3 clusters
  Score: Raw -1260466.292044 + Penalty 3011.346152 = -1257454.945892
  nChanged 6
		SP:Iteration 34Q (14048.530000 sec): 3 clusters
  Score: Raw -1260469.114511 + Penalty 3011.346152 = -1257457.768359
  nChanged 7
		SP:Iteration 35Q (14048.550000 sec): 3 clusters
  Score: Raw -1260473.541383 + Penalty 3011.346152 = -1257462.195231
  nChanged 4
		SP:Iteration 36Q (14048.570000 sec): 3 clusters
  Score: Raw -1260476.020396 + Penalty 3011.346152 = -1257464.674245
  nChanged 0
		SP:Iteration 37F (14048.600000 sec): 3 clusters
  Score: Raw -1260476.020396 + Penalty 3011.346152 = -1257464.674245
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14048.620000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14048.620000 sec): 3 clusters
  Score: Raw -363959.764077 + Penalty 2628.083339 = -361331.680737
  nChanged 1287
		SP:Iteration 1F (14048.630000 sec): 3 clusters
  Score: Raw -364753.656828 + Penalty 2628.083339 = -362125.573489
  nChanged 261
		SP:Iteration 2F (14048.640000 sec): 3 clusters
  Score: Raw -364918.091662 + Penalty 2628.083339 = -362290.008323
  nChanged 172
		SP:Iteration 3F (14048.650000 sec): 3 clusters
  Score: Raw -365046.065937 + Penalty 2628.083339 = -362417.982597
  nChanged 156
		SP:Iteration 4Q (14048.660000 sec): 3 clusters
  Score: Raw -365194.480004 + Penalty 2628.083339 = -362566.396664
  nChanged 167
		SP:Iteration 5F (14048.670000 sec): 3 clusters
  Score: Raw -365383.005700 + Penalty 2628.083339 = -362754.922360
  nChanged 143
		SP:Iteration 6Q (14048.680000 sec): 3 clusters
  Score: Raw -365516.650097 + Penalty 2628.083339 = -362888.566758
  nChanged 129
		SP:Iteration 7Q (14048.680000 sec): 3 clusters
  Score: Raw -365609.941835 + Penalty 2628.083339 = -362981.858496
  nChanged 104
		SP:Iteration 8Q (14048.690000 sec): 3 clusters
  Score: Raw -365686.619156 + Penalty 2628.083339 = -363058.535816
  nChanged 92
		SP:Iteration 9Q (14048.700000 sec): 3 clusters
  Score: Raw -365737.773917 + Penalty 2628.083339 = -363109.690578
  nChanged 61
		SP:Iteration 10Q (14048.700000 sec): 3 clusters
  Score: Raw -365778.416305 + Penalty 2628.083339 = -363150.332965
  nChanged 62
		SP:Iteration 11Q (14048.710000 sec): 3 clusters
  Score: Raw -365816.295676 + Penalty 2628.083339 = -363188.212337
  nChanged 59
		SP:Iteration 12Q (14048.720000 sec): 3 clusters
  Score: Raw -365848.608011 + Penalty 2628.083339 = -363220.524671
  nChanged 55
		SP:Iteration 13Q (14048.730000 sec): 3 clusters
  Score: Raw -365881.991470 + Penalty 2628.083339 = -363253.908131
  nChanged 51
		SP:Iteration 14Q (14048.740000 sec): 3 clusters
  Score: Raw -365914.426151 + Penalty 2628.083339 = -363286.342812
  nChanged 56
		SP:Iteration 15Q (14048.740000 sec): 3 clusters
  Score: Raw -365956.133992 + Penalty 2628.083339 = -363328.050652
  nChanged 43
		SP:Iteration 16Q (14048.750000 sec): 3 clusters
  Score: Raw -365994.752720 + Penalty 2628.083339 = -363366.669380
  nChanged 45
		SP:Iteration 17Q (14048.760000 sec): 3 clusters
  Score: Raw -366045.943801 + Penalty 2628.083339 = -363417.860462
  nChanged 63
		SP:Iteration 18Q (14048.760000 sec): 3 clusters
  Score: Raw -366108.115830 + Penalty 2628.083339 = -363480.032490
  nChanged 43
		SP:Iteration 19Q (14048.770000 sec): 3 clusters
  Score: Raw -366137.911338 + Penalty 2628.083339 = -363509.827999
  nChanged 31
		SP:Iteration 20F (14048.780000 sec): 3 clusters
  Score: Raw -366154.306305 + Penalty 2628.083339 = -363526.222965
  nChanged 25
		SP:Iteration 21Q (14048.790000 sec): 3 clusters
  Score: Raw -366166.117847 + Penalty 2628.083339 = -363538.034508
  nChanged 9
		SP:Iteration 22Q (14048.800000 sec): 3 clusters
  Score: Raw -366170.585105 + Penalty 2628.083339 = -363542.501765
  nChanged 7
		SP:Iteration 23Q (14048.800000 sec): 3 clusters
  Score: Raw -366173.878220 + Penalty 2628.083339 = -363545.794881
  nChanged 7
		SP:Iteration 24Q (14048.810000 sec): 3 clusters
  Score: Raw -366176.328845 + Penalty 2628.083339 = -363548.245505
  nChanged 6
		SP:Iteration 25Q (14048.820000 sec): 3 clusters
  Score: Raw -366177.388761 + Penalty 2628.083339 = -363549.305421
  nChanged 3
		SP:Iteration 26Q (14048.820000 sec): 3 clusters
  Score: Raw -366178.142890 + Penalty 2628.083339 = -363550.059551
  nChanged 4
		SP:Iteration 27Q (14048.830000 sec): 3 clusters
  Score: Raw -366179.340614 + Penalty 2628.083339 = -363551.257274
  nChanged 4
		SP:Iteration 28Q (14048.840000 sec): 3 clusters
  Score: Raw -366181.279479 + Penalty 2628.083339 = -363553.196140
  nChanged 5
		SP:Iteration 29Q (14048.850000 sec): 3 clusters
  Score: Raw -366183.461357 + Penalty 2628.083339 = -363555.378017
  nChanged 7
		SP:Iteration 30Q (14048.860000 sec): 3 clusters
  Score: Raw -366185.357235 + Penalty 2628.083339 = -363557.273896
  nChanged 4
		SP:Iteration 31Q (14048.860000 sec): 3 clusters
  Score: Raw -366186.912819 + Penalty 2628.083339 = -363558.829479
  nChanged 2
		SP:Iteration 32Q (14048.870000 sec): 3 clusters
  Score: Raw -366187.841683 + Penalty 2628.083339 = -363559.758344
  nChanged 1
		SP:Iteration 33Q (14048.880000 sec): 3 clusters
  Score: Raw -366188.093418 + Penalty 2628.083339 = -363560.010079
  nChanged 3
		SP:Iteration 34Q (14048.880000 sec): 3 clusters
  Score: Raw -366189.639789 + Penalty 2628.083339 = -363561.556450
  nChanged 3
		SP:Iteration 35Q (14048.890000 sec): 3 clusters
  Score: Raw -366190.307123 + Penalty 2628.083339 = -363562.223783
  nChanged 3
		SP:Iteration 36Q (14048.900000 sec): 3 clusters
  Score: Raw -366191.186107 + Penalty 2628.083339 = -363563.102767
  nChanged 4
		SP:Iteration 37Q (14048.900000 sec): 3 clusters
  Score: Raw -366192.939264 + Penalty 2628.083339 = -363564.855925
  nChanged 2
		SP:Iteration 38Q (14048.910000 sec): 3 clusters
  Score: Raw -366193.464848 + Penalty 2628.083339 = -363565.381509
  nChanged 1
		SP:Iteration 39Q (14048.920000 sec): 3 clusters
  Score: Raw -366193.894723 + Penalty 2628.083339 = -363565.811384
  nChanged 0
		SP:Iteration 40F (14048.930000 sec): 3 clusters
  Score: Raw -366193.894723 + Penalty 2628.083339 = -363565.811384
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14049.090000 sec): 2 clusters
  Score: Raw -5890524.245599 + Penalty 1756.534826 = -5888767.710773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14049.230000 sec): 3 clusters
  Score: Raw -5859141.436224 + Penalty 3513.069651 = -5855628.366573
  nChanged 23313
		SP:Iteration 1F (14049.360000 sec): 3 clusters
  Score: Raw -5872316.628492 + Penalty 3513.069651 = -5868803.558841
  nChanged 2082
		SP:Iteration 2Q (14049.500000 sec): 3 clusters
  Score: Raw -5873041.775394 + Penalty 3513.069651 = -5869528.705743
  nChanged 2279
		SP:Iteration 3Q (14049.640000 sec): 3 clusters
  Score: Raw -5873969.459372 + Penalty 3513.069651 = -5870456.389720
  nChanged 2552
		SP:Iteration 4F (14049.770000 sec): 3 clusters
  Score: Raw -5875211.557009 + Penalty 3513.069651 = -5871698.487358
  nChanged 2830
		SP:Iteration 5F (14049.900000 sec): 3 clusters
  Score: Raw -5876843.297837 + Penalty 3513.069651 = -5873330.228186
  nChanged 2972
		SP:Iteration 6F (14050.030000 sec): 3 clusters
  Score: Raw -5878746.249762 + Penalty 3513.069651 = -5875233.180111
  nChanged 2932
		SP:Iteration 7F (14050.160000 sec): 3 clusters
  Score: Raw -5880743.844813 + Penalty 3513.069651 = -5877230.775162
  nChanged 2663
		SP:Iteration 8F (14050.300000 sec): 3 clusters
  Score: Raw -5882613.872504 + Penalty 3513.069651 = -5879100.802853
  nChanged 2152
		SP:Iteration 9Q (14050.430000 sec): 3 clusters
  Score: Raw -5883977.501799 + Penalty 3513.069651 = -5880464.432148
  nChanged 1588
		SP:Iteration 10Q (14050.560000 sec): 3 clusters
  Score: Raw -5884841.789446 + Penalty 3513.069651 = -5881328.719795
  nChanged 1262
		SP:Iteration 11Q (14050.690000 sec): 3 clusters
  Score: Raw -5885485.052602 + Penalty 3513.069651 = -5881971.982951
  nChanged 1160
		SP:Iteration 12Q (14050.820000 sec): 3 clusters
  Score: Raw -5886056.197921 + Penalty 3513.069651 = -5882543.128269
  nChanged 1101
		SP:Iteration 13Q (14050.940000 sec): 3 clusters
  Score: Raw -5886593.186601 + Penalty 3513.069651 = -5883080.116950
  nChanged 1072
		SP:Iteration 14Q (14051.060000 sec): 3 clusters
  Score: Raw -5887136.226805 + Penalty 3513.069651 = -5883623.157154
  nChanged 984
		SP:Iteration 15Q (14051.180000 sec): 3 clusters
  Score: Raw -5887642.360814 + Penalty 3513.069651 = -5884129.291163
  nChanged 904
		SP:Iteration 16Q (14051.300000 sec): 3 clusters
  Score: Raw -5888115.926953 + Penalty 3513.069651 = -5884602.857301
  nChanged 819
		SP:Iteration 17Q (14051.410000 sec): 3 clusters
  Score: Raw -5888537.827250 + Penalty 3513.069651 = -5885024.757599
  nChanged 694
		SP:Iteration 18Q (14051.520000 sec): 3 clusters
  Score: Raw -5888896.829404 + Penalty 3513.069651 = -5885383.759753
  nChanged 620
		SP:Iteration 19Q (14051.640000 sec): 3 clusters
  Score: Raw -5889192.615171 + Penalty 3513.069651 = -5885679.545520
  nChanged 511
		SP:Iteration 20F (14051.760000 sec): 3 clusters
  Score: Raw -5889433.015460 + Penalty 3513.069651 = -5885919.945809
  nChanged 478
		SP:Iteration 21Q (14051.870000 sec): 3 clusters
  Score: Raw -5889658.610568 + Penalty 3513.069651 = -5886145.540917
  nChanged 424
		SP:Iteration 22Q (14051.980000 sec): 3 clusters
  Score: Raw -5889867.789579 + Penalty 3513.069651 = -5886354.719928
  nChanged 359
		SP:Iteration 23Q (14052.080000 sec): 3 clusters
  Score: Raw -5890043.739743 + Penalty 3513.069651 = -5886530.670092
  nChanged 301
		SP:Iteration 24Q (14052.180000 sec): 3 clusters
  Score: Raw -5890168.516795 + Penalty 3513.069651 = -5886655.447144
  nChanged 242
		SP:Iteration 25Q (14052.280000 sec): 3 clusters
  Score: Raw -5890274.549153 + Penalty 3513.069651 = -5886761.479502
  nChanged 206
		SP:Iteration 26Q (14052.380000 sec): 3 clusters
  Score: Raw -5890351.881459 + Penalty 3513.069651 = -5886838.811808
  nChanged 165
		SP:Iteration 27Q (14052.480000 sec): 3 clusters
  Score: Raw -5890410.589791 + Penalty 3513.069651 = -5886897.520140
  nChanged 152
		SP:Iteration 28Q (14052.570000 sec): 3 clusters
  Score: Raw -5890462.174249 + Penalty 3513.069651 = -5886949.104598
  nChanged 124
		SP:Iteration 29Q (14052.670000 sec): 3 clusters
  Score: Raw -5890502.664275 + Penalty 3513.069651 = -5886989.594624
  nChanged 103
		SP:Iteration 30Q (14052.770000 sec): 3 clusters
  Score: Raw -5890536.395087 + Penalty 3513.069651 = -5887023.325436
  nChanged 104
		SP:Iteration 31Q (14052.860000 sec): 3 clusters
  Score: Raw -5890569.392197 + Penalty 3513.069651 = -5887056.322546
  nChanged 84
		SP:Iteration 32Q (14052.960000 sec): 3 clusters
  Score: Raw -5890600.436593 + Penalty 3513.069651 = -5887087.366942
  nChanged 72
		SP:Iteration 33Q (14053.060000 sec): 3 clusters
  Score: Raw -5890626.983941 + Penalty 3513.069651 = -5887113.914290
  nChanged 73
		SP:Iteration 34Q (14053.160000 sec): 3 clusters
  Score: Raw -5890650.572408 + Penalty 3513.069651 = -5887137.502757
  nChanged 48
		SP:Iteration 35Q (14053.250000 sec): 3 clusters
  Score: Raw -5890664.018361 + Penalty 3513.069651 = -5887150.948709
  nChanged 39
		SP:Iteration 36Q (14053.340000 sec): 3 clusters
  Score: Raw -5890675.401724 + Penalty 3513.069651 = -5887162.332073
  nChanged 36
		SP:Iteration 37Q (14053.440000 sec): 3 clusters
  Score: Raw -5890685.789198 + Penalty 3513.069651 = -5887172.719547
  nChanged 36
		SP:Iteration 38Q (14053.530000 sec): 3 clusters
  Score: Raw -5890695.433292 + Penalty 3513.069651 = -5887182.363641
  nChanged 27
		SP:Iteration 39Q (14053.620000 sec): 3 clusters
  Score: Raw -5890703.768305 + Penalty 3513.069651 = -5887190.698654
  nChanged 24
		SP:Iteration 40F (14053.750000 sec): 3 clusters
  Score: Raw -5890710.721902 + Penalty 3513.069651 = -5887197.652251
  nChanged 26
		SP:Iteration 41Q (14053.850000 sec): 3 clusters
  Score: Raw -5890718.401390 + Penalty 3513.069651 = -5887205.331739
  nChanged 31
		SP:Iteration 42Q (14053.940000 sec): 3 clusters
  Score: Raw -5890729.877637 + Penalty 3513.069651 = -5887216.807986
  nChanged 37
		SP:Iteration 43Q (14054.030000 sec): 3 clusters
  Score: Raw -5890742.693120 + Penalty 3513.069651 = -5887229.623469
  nChanged 24
		SP:Iteration 44Q (14054.130000 sec): 3 clusters
  Score: Raw -5890750.432307 + Penalty 3513.069651 = -5887237.362656
  nChanged 17
		SP:Iteration 45Q (14054.220000 sec): 3 clusters
  Score: Raw -5890756.401774 + Penalty 3513.069651 = -5887243.332123
  nChanged 19
		SP:Iteration 46Q (14054.310000 sec): 3 clusters
  Score: Raw -5890762.557097 + Penalty 3513.069651 = -5887249.487446
  nChanged 18
		SP:Iteration 47Q (14054.400000 sec): 3 clusters
  Score: Raw -5890769.034857 + Penalty 3513.069651 = -5887255.965205
  nChanged 20
		SP:Iteration 48Q (14054.500000 sec): 3 clusters
  Score: Raw -5890776.205295 + Penalty 3513.069651 = -5887263.135643
  nChanged 14
		SP:Iteration 49Q (14054.590000 sec): 3 clusters
  Score: Raw -5890780.599139 + Penalty 3513.069651 = -5887267.529488
  nChanged 14
		SP:Iteration 50Q (14054.680000 sec): 3 clusters
  Score: Raw -5890785.408466 + Penalty 3513.069651 = -5887272.338815
  nChanged 16
		SP:Iteration 51Q (14054.780000 sec): 3 clusters
  Score: Raw -5890791.061809 + Penalty 3513.069651 = -5887277.992158
  nChanged 11
		SP:Iteration 52Q (14054.870000 sec): 3 clusters
  Score: Raw -5890794.888626 + Penalty 3513.069651 = -5887281.818975
  nChanged 12
		SP:Iteration 53Q (14054.960000 sec): 3 clusters
  Score: Raw -5890800.357820 + Penalty 3513.069651 = -5887287.288169
  nChanged 15
		SP:Iteration 54Q (14055.060000 sec): 3 clusters
  Score: Raw -5890806.108866 + Penalty 3513.069651 = -5887293.039215
  nChanged 12
		SP:Iteration 55Q (14055.150000 sec): 3 clusters
  Score: Raw -5890809.793359 + Penalty 3513.069651 = -5887296.723708
  nChanged 10
		SP:Iteration 56Q (14055.240000 sec): 3 clusters
  Score: Raw -5890812.318469 + Penalty 3513.069651 = -5887299.248818
  nChanged 12
		SP:Iteration 57Q (14055.340000 sec): 3 clusters
  Score: Raw -5890816.186581 + Penalty 3513.069651 = -5887303.116930
  nChanged 11
		SP:Iteration 58Q (14055.430000 sec): 3 clusters
  Score: Raw -5890819.182474 + Penalty 3513.069651 = -5887306.112823
  nChanged 4
		SP:Iteration 59Q (14055.520000 sec): 3 clusters
  Score: Raw -5890820.392867 + Penalty 3513.069651 = -5887307.323216
  nChanged 7
		SP:Iteration 60F (14055.650000 sec): 3 clusters
  Score: Raw -5890821.984051 + Penalty 3513.069651 = -5887308.914400
  nChanged 2
		SP:Iteration 61Q (14055.740000 sec): 3 clusters
  Score: Raw -5890822.482016 + Penalty 3513.069651 = -5887309.412365
  nChanged 5
		SP:Iteration 62Q (14055.840000 sec): 3 clusters
  Score: Raw -5890823.328610 + Penalty 3513.069651 = -5887310.258958
  nChanged 0
		SP:Iteration 63F (14055.960000 sec): 3 clusters
  Score: Raw -5890823.328610 + Penalty 3513.069651 = -5887310.258958
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14056.010000 sec): 2 clusters
  Score: Raw -1263406.970567 + Penalty 1511.264570 = -1261895.705997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14056.040000 sec): 3 clusters
  Score: Raw -1257106.142163 + Penalty 3022.529141 = -1254083.613022
  nChanged 4819
		SP:Iteration 1F (14056.070000 sec): 3 clusters
  Score: Raw -1259740.291147 + Penalty 3022.529141 = -1256717.762006
  nChanged 699
		SP:Iteration 2F (14056.100000 sec): 3 clusters
  Score: Raw -1260080.379698 + Penalty 3022.529141 = -1257057.850557
  nChanged 662
		SP:Iteration 3F (14056.120000 sec): 3 clusters
  Score: Raw -1260411.967615 + Penalty 3022.529141 = -1257389.438474
  nChanged 622
		SP:Iteration 4F (14056.150000 sec): 3 clusters
  Score: Raw -1260790.205315 + Penalty 3022.529141 = -1257767.676174
  nChanged 688
		SP:Iteration 5F (14056.180000 sec): 3 clusters
  Score: Raw -1261261.447826 + Penalty 3022.529141 = -1258238.918685
  nChanged 699
		SP:Iteration 6F (14056.210000 sec): 3 clusters
  Score: Raw -1261797.794782 + Penalty 3022.529141 = -1258775.265642
  nChanged 687
		SP:Iteration 7F (14056.240000 sec): 3 clusters
  Score: Raw -1262339.178741 + Penalty 3022.529141 = -1259316.649600
  nChanged 618
		SP:Iteration 8F (14056.260000 sec): 3 clusters
  Score: Raw -1262804.433566 + Penalty 3022.529141 = -1259781.904425
  nChanged 460
		SP:Iteration 9Q (14056.290000 sec): 3 clusters
  Score: Raw -1263108.603651 + Penalty 3022.529141 = -1260086.074510
  nChanged 300
		SP:Iteration 10Q (14056.320000 sec): 3 clusters
  Score: Raw -1263296.069210 + Penalty 3022.529141 = -1260273.540069
  nChanged 211
		SP:Iteration 11Q (14056.350000 sec): 3 clusters
  Score: Raw -1263407.323060 + Penalty 3022.529141 = -1260384.793919
  nChanged 156
		SP:Iteration 12Q (14056.380000 sec): 3 clusters
  Score: Raw -1263478.952591 + Penalty 3022.529141 = -1260456.423450
  nChanged 117
		SP:Iteration 13Q (14056.400000 sec): 3 clusters
  Score: Raw -1263527.561964 + Penalty 3022.529141 = -1260505.032823
  nChanged 78
		SP:Iteration 14Q (14056.430000 sec): 3 clusters
  Score: Raw -1263555.375005 + Penalty 3022.529141 = -1260532.845864
  nChanged 62
		SP:Iteration 15Q (14056.460000 sec): 3 clusters
  Score: Raw -1263575.492693 + Penalty 3022.529141 = -1260552.963552
  nChanged 57
		SP:Iteration 16Q (14056.480000 sec): 3 clusters
  Score: Raw -1263598.992566 + Penalty 3022.529141 = -1260576.463426
  nChanged 49
		SP:Iteration 17Q (14056.510000 sec): 3 clusters
  Score: Raw -1263616.542721 + Penalty 3022.529141 = -1260594.013580
  nChanged 44
		SP:Iteration 18Q (14056.540000 sec): 3 clusters
  Score: Raw -1263631.289955 + Penalty 3022.529141 = -1260608.760814
  nChanged 47
		SP:Iteration 19Q (14056.560000 sec): 3 clusters
  Score: Raw -1263651.413524 + Penalty 3022.529141 = -1260628.884383
  nChanged 43
		SP:Iteration 20F (14056.590000 sec): 3 clusters
  Score: Raw -1263673.145311 + Penalty 3022.529141 = -1260650.616170
  nChanged 45
		SP:Iteration 21Q (14056.620000 sec): 3 clusters
  Score: Raw -1263691.681477 + Penalty 3022.529141 = -1260669.152336
  nChanged 46
		SP:Iteration 22Q (14056.650000 sec): 3 clusters
  Score: Raw -1263709.706922 + Penalty 3022.529141 = -1260687.177781
  nChanged 36
		SP:Iteration 23Q (14056.670000 sec): 3 clusters
  Score: Raw -1263723.954143 + Penalty 3022.529141 = -1260701.425002
  nChanged 37
		SP:Iteration 24Q (14056.700000 sec): 3 clusters
  Score: Raw -1263737.772461 + Penalty 3022.529141 = -1260715.243320
  nChanged 27
		SP:Iteration 25Q (14056.720000 sec): 3 clusters
  Score: Raw -1263746.527649 + Penalty 3022.529141 = -1260723.998508
  nChanged 16
		SP:Iteration 26Q (14056.750000 sec): 3 clusters
  Score: Raw -1263752.719923 + Penalty 3022.529141 = -1260730.190782
  nChanged 21
		SP:Iteration 27Q (14056.780000 sec): 3 clusters
  Score: Raw -1263760.364147 + Penalty 3022.529141 = -1260737.835006
  nChanged 17
		SP:Iteration 28Q (14056.800000 sec): 3 clusters
  Score: Raw -1263764.844562 + Penalty 3022.529141 = -1260742.315422
  nChanged 9
		SP:Iteration 29Q (14056.830000 sec): 3 clusters
  Score: Raw -1263767.637994 + Penalty 3022.529141 = -1260745.108853
  nChanged 9
		SP:Iteration 30Q (14056.860000 sec): 3 clusters
  Score: Raw -1263772.066467 + Penalty 3022.529141 = -1260749.537326
  nChanged 6
		SP:Iteration 31Q (14056.880000 sec): 3 clusters
  Score: Raw -1263774.163383 + Penalty 3022.529141 = -1260751.634242
  nChanged 5
		SP:Iteration 32Q (14056.910000 sec): 3 clusters
  Score: Raw -1263776.016806 + Penalty 3022.529141 = -1260753.487666
  nChanged 12
		SP:Iteration 33Q (14056.930000 sec): 3 clusters
  Score: Raw -1263781.093540 + Penalty 3022.529141 = -1260758.564400
  nChanged 13
		SP:Iteration 34Q (14056.960000 sec): 3 clusters
  Score: Raw -1263786.381572 + Penalty 3022.529141 = -1260763.852432
  nChanged 11
		SP:Iteration 35Q (14056.980000 sec): 3 clusters
  Score: Raw -1263789.702242 + Penalty 3022.529141 = -1260767.173101
  nChanged 5
		SP:Iteration 36Q (14057.010000 sec): 3 clusters
  Score: Raw -1263790.631127 + Penalty 3022.529141 = -1260768.101986
  nChanged 3
		SP:Iteration 37Q (14057.040000 sec): 3 clusters
  Score: Raw -1263791.668668 + Penalty 3022.529141 = -1260769.139527
  nChanged 4
		SP:Iteration 38Q (14057.060000 sec): 3 clusters
  Score: Raw -1263792.568430 + Penalty 3022.529141 = -1260770.039289
  nChanged 2
		SP:Iteration 39Q (14057.090000 sec): 3 clusters
  Score: Raw -1263793.083700 + Penalty 3022.529141 = -1260770.554559
  nChanged 4
		SP:Iteration 40F (14057.120000 sec): 3 clusters
  Score: Raw -1263794.275825 + Penalty 3022.529141 = -1260771.746684
  nChanged 4
		SP:Iteration 41Q (14057.140000 sec): 3 clusters
  Score: Raw -1263794.931034 + Penalty 3022.529141 = -1260772.401893
  nChanged 1
		SP:Iteration 42Q (14057.170000 sec): 3 clusters
  Score: Raw -1263795.541308 + Penalty 3022.529141 = -1260773.012167
  nChanged 3
		SP:Iteration 43Q (14057.190000 sec): 3 clusters
  Score: Raw -1263796.183429 + Penalty 3022.529141 = -1260773.654288
  nChanged 3
		SP:Iteration 44Q (14057.220000 sec): 3 clusters
  Score: Raw -1263797.148309 + Penalty 3022.529141 = -1260774.619168
  nChanged 4
		SP:Iteration 45Q (14057.240000 sec): 3 clusters
  Score: Raw -1263798.658927 + Penalty 3022.529141 = -1260776.129786
  nChanged 4
		SP:Iteration 46Q (14057.270000 sec): 3 clusters
  Score: Raw -1263800.655998 + Penalty 3022.529141 = -1260778.126857
  nChanged 5
		SP:Iteration 47Q (14057.300000 sec): 3 clusters
  Score: Raw -1263802.973002 + Penalty 3022.529141 = -1260780.443861
  nChanged 4
		SP:Iteration 48Q (14057.320000 sec): 3 clusters
  Score: Raw -1263803.849663 + Penalty 3022.529141 = -1260781.320522
  nChanged 1
		SP:Iteration 49Q (14057.350000 sec): 3 clusters
  Score: Raw -1263804.227937 + Penalty 3022.529141 = -1260781.698797
  nChanged 3
		SP:Iteration 50Q (14057.370000 sec): 3 clusters
  Score: Raw -1263805.167080 + Penalty 3022.529141 = -1260782.637939
  nChanged 1
		SP:Iteration 51Q (14057.400000 sec): 3 clusters
  Score: Raw -1263805.652206 + Penalty 3022.529141 = -1260783.123065
  nChanged 3
		SP:Iteration 52Q (14057.420000 sec): 3 clusters
  Score: Raw -1263806.322371 + Penalty 3022.529141 = -1260783.793231
  nChanged 4
		SP:Iteration 53Q (14057.450000 sec): 3 clusters
  Score: Raw -1263807.402676 + Penalty 3022.529141 = -1260784.873535
  nChanged 2
		SP:Iteration 54Q (14057.480000 sec): 3 clusters
  Score: Raw -1263808.175649 + Penalty 3022.529141 = -1260785.646508
  nChanged 3
		SP:Iteration 55Q (14057.500000 sec): 3 clusters
  Score: Raw -1263808.811692 + Penalty 3022.529141 = -1260786.282551
  nChanged 1
		SP:Iteration 56Q (14057.530000 sec): 3 clusters
  Score: Raw -1263808.910037 + Penalty 3022.529141 = -1260786.380896
  nChanged 0
		SP:Iteration 57F (14057.560000 sec): 3 clusters
  Score: Raw -1263808.910037 + Penalty 3022.529141 = -1260786.380896
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14057.560000 sec): 2 clusters
  Score: Raw -193257.234699 + Penalty 1213.818803 = -192043.415896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14057.570000 sec): 3 clusters
  Score: Raw -192552.403860 + Penalty 2427.637606 = -190124.766254
  nChanged 595
		SP:Iteration 1F (14057.570000 sec): 3 clusters
  Score: Raw -192958.696709 + Penalty 2427.637606 = -190531.059103
  nChanged 137
		SP:Iteration 2F (14057.580000 sec): 3 clusters
  Score: Raw -193076.254365 + Penalty 2427.637606 = -190648.616759
  nChanged 82
		SP:Iteration 3Q (14057.580000 sec): 3 clusters
  Score: Raw -193142.258612 + Penalty 2427.637606 = -190714.621005
  nChanged 62
		SP:Iteration 4Q (14057.580000 sec): 3 clusters
  Score: Raw -193195.246212 + Penalty 2427.637606 = -190767.608606
  nChanged 55
		SP:Iteration 5Q (14057.590000 sec): 3 clusters
  Score: Raw -193236.485853 + Penalty 2427.637606 = -190808.848247
  nChanged 59
		SP:Iteration 6Q (14057.590000 sec): 3 clusters
  Score: Raw -193286.547025 + Penalty 2427.637606 = -190858.909419
  nChanged 48
		SP:Iteration 7Q (14057.600000 sec): 3 clusters
  Score: Raw -193325.310354 + Penalty 2427.637606 = -190897.672748
  nChanged 43
		SP:Iteration 8Q (14057.600000 sec): 3 clusters
  Score: Raw -193359.138609 + Penalty 2427.637606 = -190931.501002
  nChanged 26
		SP:Iteration 9Q (14057.610000 sec): 3 clusters
  Score: Raw -193376.682314 + Penalty 2427.637606 = -190949.044708
  nChanged 27
		SP:Iteration 10Q (14057.610000 sec): 3 clusters
  Score: Raw -193392.031450 + Penalty 2427.637606 = -190964.393844
  nChanged 21
		SP:Iteration 11Q (14057.620000 sec): 3 clusters
  Score: Raw -193409.282583 + Penalty 2427.637606 = -190981.644977
  nChanged 16
		SP:Iteration 12Q (14057.620000 sec): 3 clusters
  Score: Raw -193420.598840 + Penalty 2427.637606 = -190992.961234
  nChanged 18
		SP:Iteration 13Q (14057.620000 sec): 3 clusters
  Score: Raw -193434.128861 + Penalty 2427.637606 = -191006.491255
  nChanged 18
		SP:Iteration 14Q (14057.630000 sec): 3 clusters
  Score: Raw -193447.225928 + Penalty 2427.637606 = -191019.588321
  nChanged 14
		SP:Iteration 15Q (14057.630000 sec): 3 clusters
  Score: Raw -193458.984031 + Penalty 2427.637606 = -191031.346424
  nChanged 14
		SP:Iteration 16Q (14057.640000 sec): 3 clusters
  Score: Raw -193472.025157 + Penalty 2427.637606 = -191044.387551
  nChanged 15
		SP:Iteration 17Q (14057.640000 sec): 3 clusters
  Score: Raw -193484.729818 + Penalty 2427.637606 = -191057.092212
  nChanged 21
		SP:Iteration 18Q (14057.640000 sec): 3 clusters
  Score: Raw -193502.275683 + Penalty 2427.637606 = -191074.638076
  nChanged 23
		SP:Iteration 19Q (14057.650000 sec): 3 clusters
  Score: Raw -193531.590712 + Penalty 2427.637606 = -191103.953106
  nChanged 30
		SP:Iteration 20F (14057.650000 sec): 3 clusters
  Score: Raw -193565.633552 + Penalty 2427.637606 = -191137.995946
  nChanged 33
		SP:Iteration 21Q (14057.660000 sec): 3 clusters
  Score: Raw -193592.351490 + Penalty 2427.637606 = -191164.713884
  nChanged 31
		SP:Iteration 22Q (14057.660000 sec): 3 clusters
  Score: Raw -193612.329095 + Penalty 2427.637606 = -191184.691489
  nChanged 24
		SP:Iteration 23Q (14057.660000 sec): 3 clusters
  Score: Raw -193630.642205 + Penalty 2427.637606 = -191203.004599
  nChanged 18
		SP:Iteration 24Q (14057.670000 sec): 3 clusters
  Score: Raw -193649.082677 + Penalty 2427.637606 = -191221.445071
  nChanged 25
		SP:Iteration 25Q (14057.680000 sec): 3 clusters
  Score: Raw -193675.354433 + Penalty 2427.637606 = -191247.716827
  nChanged 14
		SP:Iteration 26Q (14057.680000 sec): 3 clusters
  Score: Raw -193685.055891 + Penalty 2427.637606 = -191257.418284
  nChanged 8
		SP:Iteration 27Q (14057.680000 sec): 3 clusters
  Score: Raw -193693.618537 + Penalty 2427.637606 = -191265.980931
  nChanged 11
		SP:Iteration 28Q (14057.690000 sec): 3 clusters
  Score: Raw -193702.035461 + Penalty 2427.637606 = -191274.397855
  nChanged 9
		SP:Iteration 29Q (14057.690000 sec): 3 clusters
  Score: Raw -193708.492477 + Penalty 2427.637606 = -191280.854871
  nChanged 11
		SP:Iteration 30Q (14057.700000 sec): 3 clusters
  Score: Raw -193721.891590 + Penalty 2427.637606 = -191294.253984
  nChanged 18
		SP:Iteration 31Q (14057.700000 sec): 3 clusters
  Score: Raw -193738.089907 + Penalty 2427.637606 = -191310.452301
  nChanged 14
		SP:Iteration 32Q (14057.700000 sec): 3 clusters
  Score: Raw -193746.674723 + Penalty 2427.637606 = -191319.037117
  nChanged 8
		SP:Iteration 33Q (14057.710000 sec): 3 clusters
  Score: Raw -193749.858044 + Penalty 2427.637606 = -191322.220438
  nChanged 5
		SP:Iteration 34Q (14057.710000 sec): 3 clusters
  Score: Raw -193753.220028 + Penalty 2427.637606 = -191325.582422
  nChanged 8
		SP:Iteration 35Q (14057.720000 sec): 3 clusters
  Score: Raw -193761.097644 + Penalty 2427.637606 = -191333.460038
  nChanged 10
		SP:Iteration 36Q (14057.720000 sec): 3 clusters
  Score: Raw -193767.678294 + Penalty 2427.637606 = -191340.040688
  nChanged 10
		SP:Iteration 37Q (14057.720000 sec): 3 clusters
  Score: Raw -193777.686783 + Penalty 2427.637606 = -191350.049177
  nChanged 16
		SP:Iteration 38Q (14057.730000 sec): 3 clusters
  Score: Raw -193790.754854 + Penalty 2427.637606 = -191363.117248
  nChanged 12
		SP:Iteration 39Q (14057.730000 sec): 3 clusters
  Score: Raw -193800.821423 + Penalty 2427.637606 = -191373.183817
  nChanged 14
		SP:Iteration 40F (14057.740000 sec): 3 clusters
  Score: Raw -193813.553025 + Penalty 2427.637606 = -191385.915419
  nChanged 10
		SP:Iteration 41Q (14057.740000 sec): 3 clusters
  Score: Raw -193823.414882 + Penalty 2427.637606 = -191395.777276
  nChanged 13
		SP:Iteration 42Q (14057.740000 sec): 3 clusters
  Score: Raw -193833.207938 + Penalty 2427.637606 = -191405.570332
  nChanged 18
		SP:Iteration 43Q (14057.750000 sec): 3 clusters
  Score: Raw -193849.095041 + Penalty 2427.637606 = -191421.457435
  nChanged 22
		SP:Iteration 44Q (14057.750000 sec): 3 clusters
  Score: Raw -193865.464757 + Penalty 2427.637606 = -191437.827151
  nChanged 20
		SP:Iteration 45Q (14057.760000 sec): 3 clusters
  Score: Raw -193882.370850 + Penalty 2427.637606 = -191454.733244
  nChanged 19
		SP:Iteration 46Q (14057.760000 sec): 3 clusters
  Score: Raw -193900.664097 + Penalty 2427.637606 = -191473.026491
  nChanged 17
		SP:Iteration 47Q (14057.760000 sec): 3 clusters
  Score: Raw -193917.991437 + Penalty 2427.637606 = -191490.353831
  nChanged 15
		SP:Iteration 48Q (14057.770000 sec): 3 clusters
  Score: Raw -193931.870895 + Penalty 2427.637606 = -191504.233289
  nChanged 18
		SP:Iteration 49Q (14057.770000 sec): 3 clusters
  Score: Raw -193953.310906 + Penalty 2427.637606 = -191525.673300
  nChanged 18
		SP:Iteration 50Q (14057.780000 sec): 3 clusters
  Score: Raw -193973.532680 + Penalty 2427.637606 = -191545.895074
  nChanged 16
		SP:Iteration 51Q (14057.780000 sec): 3 clusters
  Score: Raw -193989.814694 + Penalty 2427.637606 = -191562.177088
  nChanged 11
		SP:Iteration 52Q (14057.780000 sec): 3 clusters
  Score: Raw -194000.691175 + Penalty 2427.637606 = -191573.053568
  nChanged 11
		SP:Iteration 53Q (14057.790000 sec): 3 clusters
  Score: Raw -194006.888041 + Penalty 2427.637606 = -191579.250435
  nChanged 5
		SP:Iteration 54Q (14057.790000 sec): 3 clusters
  Score: Raw -194010.746986 + Penalty 2427.637606 = -191583.109380
  nChanged 2
		SP:Iteration 55Q (14057.800000 sec): 3 clusters
  Score: Raw -194011.415436 + Penalty 2427.637606 = -191583.777830
  nChanged 0
		SP:Iteration 56F (14057.800000 sec): 3 clusters
  Score: Raw -194011.415436 + Penalty 2427.637606 = -191583.777830
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (27061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14057.890000 sec): 2 clusters
  Score: Raw -3129574.121047 + Penalty 1658.450439 = -3127915.670608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14057.960000 sec): 3 clusters
  Score: Raw -3112896.576717 + Penalty 3316.900878 = -3109579.675839
  nChanged 12436
		SP:Iteration 1F (14058.030000 sec): 3 clusters
  Score: Raw -3120059.318879 + Penalty 3316.900878 = -3116742.418001
  nChanged 1568
		SP:Iteration 2F (14058.100000 sec): 3 clusters
  Score: Raw -3120927.363491 + Penalty 3316.900878 = -3117610.462613
  nChanged 1715
		SP:Iteration 3F (14058.180000 sec): 3 clusters
  Score: Raw -3122098.150589 + Penalty 3316.900878 = -3118781.249711
  nChanged 1897
		SP:Iteration 4F (14058.250000 sec): 3 clusters
  Score: Raw -3123480.803855 + Penalty 3316.900878 = -3120163.902977
  nChanged 1953
		SP:Iteration 5F (14058.320000 sec): 3 clusters
  Score: Raw -3125031.265394 + Penalty 3316.900878 = -3121714.364516
  nChanged 1761
		SP:Iteration 6F (14058.390000 sec): 3 clusters
  Score: Raw -3126404.356855 + Penalty 3316.900878 = -3123087.455977
  nChanged 1405
		SP:Iteration 7F (14058.460000 sec): 3 clusters
  Score: Raw -3127517.364269 + Penalty 3316.900878 = -3124200.463390
  nChanged 1058
		SP:Iteration 8Q (14058.530000 sec): 3 clusters
  Score: Raw -3128265.774397 + Penalty 3316.900878 = -3124948.873519
  nChanged 810
		SP:Iteration 9Q (14058.600000 sec): 3 clusters
  Score: Raw -3128800.553998 + Penalty 3316.900878 = -3125483.653120
  nChanged 693
		SP:Iteration 10Q (14058.670000 sec): 3 clusters
  Score: Raw -3129226.795866 + Penalty 3316.900878 = -3125909.894988
  nChanged 583
		SP:Iteration 11Q (14058.730000 sec): 3 clusters
  Score: Raw -3129581.894178 + Penalty 3316.900878 = -3126264.993300
  nChanged 517
		SP:Iteration 12Q (14058.800000 sec): 3 clusters
  Score: Raw -3129898.930779 + Penalty 3316.900878 = -3126582.029901
  nChanged 420
		SP:Iteration 13Q (14058.860000 sec): 3 clusters
  Score: Raw -3130145.782644 + Penalty 3316.900878 = -3126828.881766
  nChanged 354
		SP:Iteration 14Q (14058.920000 sec): 3 clusters
  Score: Raw -3130363.232942 + Penalty 3316.900878 = -3127046.332064
  nChanged 290
		SP:Iteration 15Q (14058.980000 sec): 3 clusters
  Score: Raw -3130556.996105 + Penalty 3316.900878 = -3127240.095227
  nChanged 219
		SP:Iteration 16Q (14059.030000 sec): 3 clusters
  Score: Raw -3130713.547857 + Penalty 3316.900878 = -3127396.646979
  nChanged 171
		SP:Iteration 17Q (14059.090000 sec): 3 clusters
  Score: Raw -3130819.414811 + Penalty 3316.900878 = -3127502.513933
  nChanged 154
		SP:Iteration 18Q (14059.140000 sec): 3 clusters
  Score: Raw -3130902.488221 + Penalty 3316.900878 = -3127585.587343
  nChanged 93
		SP:Iteration 19Q (14059.200000 sec): 3 clusters
  Score: Raw -3130941.174536 + Penalty 3316.900878 = -3127624.273657
  nChanged 63
		SP:Iteration 20F (14059.280000 sec): 3 clusters
  Score: Raw -3130966.830573 + Penalty 3316.900878 = -3127649.929695
  nChanged 56
		SP:Iteration 21Q (14059.330000 sec): 3 clusters
  Score: Raw -3130989.112800 + Penalty 3316.900878 = -3127672.211921
  nChanged 43
		SP:Iteration 22Q (14059.380000 sec): 3 clusters
  Score: Raw -3131002.821501 + Penalty 3316.900878 = -3127685.920623
  nChanged 30
		SP:Iteration 23Q (14059.440000 sec): 3 clusters
  Score: Raw -3131010.146323 + Penalty 3316.900878 = -3127693.245444
  nChanged 28
		SP:Iteration 24Q (14059.500000 sec): 3 clusters
  Score: Raw -3131015.623091 + Penalty 3316.900878 = -3127698.722213
  nChanged 27
		SP:Iteration 25Q (14059.550000 sec): 3 clusters
  Score: Raw -3131021.826623 + Penalty 3316.900878 = -3127704.925745
  nChanged 23
		SP:Iteration 26Q (14059.600000 sec): 3 clusters
  Score: Raw -3131025.686203 + Penalty 3316.900878 = -3127708.785325
  nChanged 18
		SP:Iteration 27Q (14059.660000 sec): 3 clusters
  Score: Raw -3131028.890216 + Penalty 3316.900878 = -3127711.989338
  nChanged 12
		SP:Iteration 28Q (14059.710000 sec): 3 clusters
  Score: Raw -3131030.658395 + Penalty 3316.900878 = -3127713.757516
  nChanged 10
		SP:Iteration 29Q (14059.760000 sec): 3 clusters
  Score: Raw -3131032.364306 + Penalty 3316.900878 = -3127715.463428
  nChanged 7
		SP:Iteration 30Q (14059.820000 sec): 3 clusters
  Score: Raw -3131033.318583 + Penalty 3316.900878 = -3127716.417705
  nChanged 4
		SP:Iteration 31Q (14059.870000 sec): 3 clusters
  Score: Raw -3131033.740929 + Penalty 3316.900878 = -3127716.840051
  nChanged 1
		SP:Iteration 32Q (14059.930000 sec): 3 clusters
  Score: Raw -3131033.811911 + Penalty 3316.900878 = -3127716.911033
  nChanged 0
		SP:Iteration 33F (14060.000000 sec): 3 clusters
  Score: Raw -3131033.811911 + Penalty 3316.900878 = -3127716.911033
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14060.050000 sec): 2 clusters
  Score: Raw -1469485.321295 + Penalty 1547.564016 = -1467937.757278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14060.080000 sec): 3 clusters
  Score: Raw -1461579.182801 + Penalty 3095.128032 = -1458484.054769
  nChanged 6041
		SP:Iteration 1F (14060.120000 sec): 3 clusters
  Score: Raw -1465074.659218 + Penalty 3095.128032 = -1461979.531185
  nChanged 978
		SP:Iteration 2F (14060.160000 sec): 3 clusters
  Score: Raw -1465710.153643 + Penalty 3095.128032 = -1462615.025611
  nChanged 940
		SP:Iteration 3F (14060.190000 sec): 3 clusters
  Score: Raw -1466400.133307 + Penalty 3095.128032 = -1463305.005275
  nChanged 884
		SP:Iteration 4F (14060.230000 sec): 3 clusters
  Score: Raw -1467021.165195 + Penalty 3095.128032 = -1463926.037163
  nChanged 804
		SP:Iteration 5F (14060.270000 sec): 3 clusters
  Score: Raw -1467547.878983 + Penalty 3095.128032 = -1464452.750950
  nChanged 693
		SP:Iteration 6F (14060.310000 sec): 3 clusters
  Score: Raw -1467952.335466 + Penalty 3095.128032 = -1464857.207433
  nChanged 551
		SP:Iteration 7Q (14060.340000 sec): 3 clusters
  Score: Raw -1468276.492908 + Penalty 3095.128032 = -1465181.364876
  nChanged 479
		SP:Iteration 8Q (14060.380000 sec): 3 clusters
  Score: Raw -1468560.409930 + Penalty 3095.128032 = -1465465.281898
  nChanged 402
		SP:Iteration 9Q (14060.410000 sec): 3 clusters
  Score: Raw -1468771.893292 + Penalty 3095.128032 = -1465676.765259
  nChanged 332
		SP:Iteration 10Q (14060.450000 sec): 3 clusters
  Score: Raw -1468935.208363 + Penalty 3095.128032 = -1465840.080330
  nChanged 291
		SP:Iteration 11Q (14060.480000 sec): 3 clusters
  Score: Raw -1469075.354938 + Penalty 3095.128032 = -1465980.226906
  nChanged 263
		SP:Iteration 12Q (14060.510000 sec): 3 clusters
  Score: Raw -1469194.609354 + Penalty 3095.128032 = -1466099.481322
  nChanged 225
		SP:Iteration 13Q (14060.550000 sec): 3 clusters
  Score: Raw -1469294.358390 + Penalty 3095.128032 = -1466199.230358
  nChanged 193
		SP:Iteration 14Q (14060.580000 sec): 3 clusters
  Score: Raw -1469385.539144 + Penalty 3095.128032 = -1466290.411112
  nChanged 185
		SP:Iteration 15Q (14060.610000 sec): 3 clusters
  Score: Raw -1469463.380443 + Penalty 3095.128032 = -1466368.252411
  nChanged 159
		SP:Iteration 16Q (14060.640000 sec): 3 clusters
  Score: Raw -1469524.100511 + Penalty 3095.128032 = -1466428.972478
  nChanged 150
		SP:Iteration 17Q (14060.670000 sec): 3 clusters
  Score: Raw -1469577.702103 + Penalty 3095.128032 = -1466482.574070
  nChanged 132
		SP:Iteration 18Q (14060.700000 sec): 3 clusters
  Score: Raw -1469630.708559 + Penalty 3095.128032 = -1466535.580527
  nChanged 127
		SP:Iteration 19Q (14060.730000 sec): 3 clusters
  Score: Raw -1469685.527184 + Penalty 3095.128032 = -1466590.399151
  nChanged 108
		SP:Iteration 20F (14060.770000 sec): 3 clusters
  Score: Raw -1469726.235545 + Penalty 3095.128032 = -1466631.107513
  nChanged 93
		SP:Iteration 21Q (14060.800000 sec): 3 clusters
  Score: Raw -1469760.133152 + Penalty 3095.128032 = -1466665.005119
  nChanged 82
		SP:Iteration 22Q (14060.830000 sec): 3 clusters
  Score: Raw -1469789.331779 + Penalty 3095.128032 = -1466694.203747
  nChanged 83
		SP:Iteration 23Q (14060.860000 sec): 3 clusters
  Score: Raw -1469818.235487 + Penalty 3095.128032 = -1466723.107455
  nChanged 71
		SP:Iteration 24Q (14060.890000 sec): 3 clusters
  Score: Raw -1469844.094537 + Penalty 3095.128032 = -1466748.966504
  nChanged 67
		SP:Iteration 25Q (14060.920000 sec): 3 clusters
  Score: Raw -1469875.627581 + Penalty 3095.128032 = -1466780.499549
  nChanged 69
		SP:Iteration 26Q (14060.950000 sec): 3 clusters
  Score: Raw -1469912.261605 + Penalty 3095.128032 = -1466817.133573
  nChanged 76
		SP:Iteration 27Q (14060.980000 sec): 3 clusters
  Score: Raw -1469947.500892 + Penalty 3095.128032 = -1466852.372859
  nChanged 61
		SP:Iteration 28Q (14061.010000 sec): 3 clusters
  Score: Raw -1469977.176506 + Penalty 3095.128032 = -1466882.048474
  nChanged 54
		SP:Iteration 29Q (14061.030000 sec): 3 clusters
  Score: Raw -1470006.528661 + Penalty 3095.128032 = -1466911.400628
  nChanged 56
		SP:Iteration 30Q (14061.060000 sec): 3 clusters
  Score: Raw -1470032.323981 + Penalty 3095.128032 = -1466937.195948
  nChanged 41
		SP:Iteration 31Q (14061.090000 sec): 3 clusters
  Score: Raw -1470053.021268 + Penalty 3095.128032 = -1466957.893236
  nChanged 40
		SP:Iteration 32Q (14061.120000 sec): 3 clusters
  Score: Raw -1470070.394120 + Penalty 3095.128032 = -1466975.266088
  nChanged 37
		SP:Iteration 33Q (14061.150000 sec): 3 clusters
  Score: Raw -1470089.178727 + Penalty 3095.128032 = -1466994.050695
  nChanged 45
		SP:Iteration 34Q (14061.180000 sec): 3 clusters
  Score: Raw -1470109.169970 + Penalty 3095.128032 = -1467014.041938
  nChanged 41
		SP:Iteration 35Q (14061.210000 sec): 3 clusters
  Score: Raw -1470126.321378 + Penalty 3095.128032 = -1467031.193345
  nChanged 40
		SP:Iteration 36Q (14061.240000 sec): 3 clusters
  Score: Raw -1470146.147170 + Penalty 3095.128032 = -1467051.019138
  nChanged 44
		SP:Iteration 37Q (14061.270000 sec): 3 clusters
  Score: Raw -1470168.012178 + Penalty 3095.128032 = -1467072.884146
  nChanged 39
		SP:Iteration 38Q (14061.290000 sec): 3 clusters
  Score: Raw -1470184.174737 + Penalty 3095.128032 = -1467089.046705
  nChanged 28
		SP:Iteration 39Q (14061.320000 sec): 3 clusters
  Score: Raw -1470196.231547 + Penalty 3095.128032 = -1467101.103514
  nChanged 26
		SP:Iteration 40F (14061.360000 sec): 3 clusters
  Score: Raw -1470209.351259 + Penalty 3095.128032 = -1467114.223227
  nChanged 31
		SP:Iteration 41Q (14061.390000 sec): 3 clusters
  Score: Raw -1470224.073154 + Penalty 3095.128032 = -1467128.945122
  nChanged 34
		SP:Iteration 42Q (14061.410000 sec): 3 clusters
  Score: Raw -1470242.481709 + Penalty 3095.128032 = -1467147.353677
  nChanged 30
		SP:Iteration 43Q (14061.440000 sec): 3 clusters
  Score: Raw -1470258.127936 + Penalty 3095.128032 = -1467162.999903
  nChanged 21
		SP:Iteration 44Q (14061.470000 sec): 3 clusters
  Score: Raw -1470265.388760 + Penalty 3095.128032 = -1467170.260727
  nChanged 13
		SP:Iteration 45Q (14061.500000 sec): 3 clusters
  Score: Raw -1470271.867424 + Penalty 3095.128032 = -1467176.739391
  nChanged 14
		SP:Iteration 46Q (14061.530000 sec): 3 clusters
  Score: Raw -1470276.460856 + Penalty 3095.128032 = -1467181.332824
  nChanged 11
		SP:Iteration 47Q (14061.550000 sec): 3 clusters
  Score: Raw -1470280.027421 + Penalty 3095.128032 = -1467184.899388
  nChanged 6
		SP:Iteration 48Q (14061.580000 sec): 3 clusters
  Score: Raw -1470282.532324 + Penalty 3095.128032 = -1467187.404292
  nChanged 7
		SP:Iteration 49Q (14061.610000 sec): 3 clusters
  Score: Raw -1470287.032190 + Penalty 3095.128032 = -1467191.904157
  nChanged 9
		SP:Iteration 50Q (14061.630000 sec): 3 clusters
  Score: Raw -1470292.654858 + Penalty 3095.128032 = -1467197.526826
  nChanged 12
		SP:Iteration 51Q (14061.660000 sec): 3 clusters
  Score: Raw -1470299.238509 + Penalty 3095.128032 = -1467204.110477
  nChanged 9
		SP:Iteration 52Q (14061.690000 sec): 3 clusters
  Score: Raw -1470304.904782 + Penalty 3095.128032 = -1467209.776750
  nChanged 9
		SP:Iteration 53Q (14061.720000 sec): 3 clusters
  Score: Raw -1470308.528486 + Penalty 3095.128032 = -1467213.400453
  nChanged 8
		SP:Iteration 54Q (14061.740000 sec): 3 clusters
  Score: Raw -1470314.064626 + Penalty 3095.128032 = -1467218.936594
  nChanged 8
		SP:Iteration 55Q (14061.770000 sec): 3 clusters
  Score: Raw -1470320.159023 + Penalty 3095.128032 = -1467225.030990
  nChanged 15
		SP:Iteration 56Q (14061.800000 sec): 3 clusters
  Score: Raw -1470327.190793 + Penalty 3095.128032 = -1467232.062760
  nChanged 11
		SP:Iteration 57Q (14061.830000 sec): 3 clusters
  Score: Raw -1470332.780232 + Penalty 3095.128032 = -1467237.652200
  nChanged 14
		SP:Iteration 58Q (14061.850000 sec): 3 clusters
  Score: Raw -1470338.995625 + Penalty 3095.128032 = -1467243.867593
  nChanged 13
		SP:Iteration 59Q (14061.880000 sec): 3 clusters
  Score: Raw -1470347.044028 + Penalty 3095.128032 = -1467251.915995
  nChanged 10
		SP:Iteration 60F (14061.920000 sec): 3 clusters
  Score: Raw -1470352.067261 + Penalty 3095.128032 = -1467256.939229
  nChanged 9
		SP:Iteration 61Q (14061.950000 sec): 3 clusters
  Score: Raw -1470356.867423 + Penalty 3095.128032 = -1467261.739391
  nChanged 17
		SP:Iteration 62Q (14061.970000 sec): 3 clusters
  Score: Raw -1470368.522072 + Penalty 3095.128032 = -1467273.394040
  nChanged 16
		SP:Iteration 63Q (14062.000000 sec): 3 clusters
  Score: Raw -1470377.445238 + Penalty 3095.128032 = -1467282.317205
  nChanged 9
		SP:Iteration 64Q (14062.030000 sec): 3 clusters
  Score: Raw -1470381.996872 + Penalty 3095.128032 = -1467286.868839
  nChanged 10
		SP:Iteration 65Q (14062.060000 sec): 3 clusters
  Score: Raw -1470384.904119 + Penalty 3095.128032 = -1467289.776087
  nChanged 5
		SP:Iteration 66Q (14062.090000 sec): 3 clusters
  Score: Raw -1470386.716747 + Penalty 3095.128032 = -1467291.588715
  nChanged 5
		SP:Iteration 67Q (14062.110000 sec): 3 clusters
  Score: Raw -1470387.938750 + Penalty 3095.128032 = -1467292.810718
  nChanged 1
		SP:Iteration 68Q (14062.140000 sec): 3 clusters
  Score: Raw -1470388.596859 + Penalty 3095.128032 = -1467293.468827
  nChanged 1
		SP:Iteration 69Q (14062.170000 sec): 3 clusters
  Score: Raw -1470388.870231 + Penalty 3095.128032 = -1467293.742198
  nChanged 0
		SP:Iteration 70F (14062.210000 sec): 3 clusters
  Score: Raw -1470388.870231 + Penalty 3095.128032 = -1467293.742198
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14062.240000 sec): 2 clusters
  Score: Raw -1578016.772606 + Penalty 1548.641630 = -1576468.130976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14062.280000 sec): 3 clusters
  Score: Raw -1569978.640534 + Penalty 3097.283260 = -1566881.357274
  nChanged 6129
		SP:Iteration 1F (14062.310000 sec): 3 clusters
  Score: Raw -1573264.995405 + Penalty 3097.283260 = -1570167.712146
  nChanged 751
		SP:Iteration 2F (14062.350000 sec): 3 clusters
  Score: Raw -1573536.221863 + Penalty 3097.283260 = -1570438.938603
  nChanged 608
		SP:Iteration 3Q (14062.390000 sec): 3 clusters
  Score: Raw -1573756.376660 + Penalty 3097.283260 = -1570659.093400
  nChanged 577
		SP:Iteration 4Q (14062.420000 sec): 3 clusters
  Score: Raw -1573957.813802 + Penalty 3097.283260 = -1570860.530542
  nChanged 581
		SP:Iteration 5Q (14062.450000 sec): 3 clusters
  Score: Raw -1574198.633362 + Penalty 3097.283260 = -1571101.350102
  nChanged 630
		SP:Iteration 6Q (14062.490000 sec): 3 clusters
  Score: Raw -1574513.068458 + Penalty 3097.283260 = -1571415.785198
  nChanged 724
		SP:Iteration 7F (14062.530000 sec): 3 clusters
  Score: Raw -1574943.050745 + Penalty 3097.283260 = -1571845.767485
  nChanged 818
		SP:Iteration 8F (14062.560000 sec): 3 clusters
  Score: Raw -1575487.799854 + Penalty 3097.283260 = -1572390.516595
  nChanged 832
		SP:Iteration 9F (14062.600000 sec): 3 clusters
  Score: Raw -1576081.286150 + Penalty 3097.283260 = -1572984.002891
  nChanged 749
		SP:Iteration 10F (14062.630000 sec): 3 clusters
  Score: Raw -1576587.567009 + Penalty 3097.283260 = -1573490.283749
  nChanged 560
		SP:Iteration 11Q (14062.670000 sec): 3 clusters
  Score: Raw -1576943.999044 + Penalty 3097.283260 = -1573846.715785
  nChanged 437
		SP:Iteration 12Q (14062.700000 sec): 3 clusters
  Score: Raw -1577218.440665 + Penalty 3097.283260 = -1574121.157405
  nChanged 353
		SP:Iteration 13Q (14062.740000 sec): 3 clusters
  Score: Raw -1577445.204333 + Penalty 3097.283260 = -1574347.921073
  nChanged 298
		SP:Iteration 14Q (14062.770000 sec): 3 clusters
  Score: Raw -1577659.529641 + Penalty 3097.283260 = -1574562.246381
  nChanged 248
		SP:Iteration 15Q (14062.810000 sec): 3 clusters
  Score: Raw -1577843.422692 + Penalty 3097.283260 = -1574746.139432
  nChanged 170
		SP:Iteration 16Q (14062.840000 sec): 3 clusters
  Score: Raw -1577957.353101 + Penalty 3097.283260 = -1574860.069841
  nChanged 120
		SP:Iteration 17Q (14062.880000 sec): 3 clusters
  Score: Raw -1578031.162234 + Penalty 3097.283260 = -1574933.878974
  nChanged 71
		SP:Iteration 18Q (14062.910000 sec): 3 clusters
  Score: Raw -1578079.358461 + Penalty 3097.283260 = -1574982.075201
  nChanged 54
		SP:Iteration 19Q (14062.940000 sec): 3 clusters
  Score: Raw -1578120.165581 + Penalty 3097.283260 = -1575022.882321
  nChanged 42
		SP:Iteration 20F (14062.970000 sec): 3 clusters
  Score: Raw -1578152.695711 + Penalty 3097.283260 = -1575055.412451
  nChanged 32
		SP:Iteration 21Q (14063.010000 sec): 3 clusters
  Score: Raw -1578176.611971 + Penalty 3097.283260 = -1575079.328712
  nChanged 22
		SP:Iteration 22Q (14063.040000 sec): 3 clusters
  Score: Raw -1578193.904351 + Penalty 3097.283260 = -1575096.621092
  nChanged 20
		SP:Iteration 23Q (14063.070000 sec): 3 clusters
  Score: Raw -1578209.759115 + Penalty 3097.283260 = -1575112.475855
  nChanged 17
		SP:Iteration 24Q (14063.100000 sec): 3 clusters
  Score: Raw -1578222.966212 + Penalty 3097.283260 = -1575125.682953
  nChanged 10
		SP:Iteration 25Q (14063.130000 sec): 3 clusters
  Score: Raw -1578232.923236 + Penalty 3097.283260 = -1575135.639976
  nChanged 12
		SP:Iteration 26Q (14063.150000 sec): 3 clusters
  Score: Raw -1578240.599392 + Penalty 3097.283260 = -1575143.316133
  nChanged 10
		SP:Iteration 27Q (14063.190000 sec): 3 clusters
  Score: Raw -1578248.208260 + Penalty 3097.283260 = -1575150.925001
  nChanged 6
		SP:Iteration 28Q (14063.210000 sec): 3 clusters
  Score: Raw -1578254.077454 + Penalty 3097.283260 = -1575156.794195
  nChanged 9
		SP:Iteration 29Q (14063.240000 sec): 3 clusters
  Score: Raw -1578258.668221 + Penalty 3097.283260 = -1575161.384961
  nChanged 3
		SP:Iteration 30Q (14063.270000 sec): 3 clusters
  Score: Raw -1578260.734390 + Penalty 3097.283260 = -1575163.451130
  nChanged 3
		SP:Iteration 31Q (14063.300000 sec): 3 clusters
  Score: Raw -1578264.315929 + Penalty 3097.283260 = -1575167.032669
  nChanged 3
		SP:Iteration 32Q (14063.330000 sec): 3 clusters
  Score: Raw -1578267.198258 + Penalty 3097.283260 = -1575169.914999
  nChanged 1
		SP:Iteration 33Q (14063.350000 sec): 3 clusters
  Score: Raw -1578267.607083 + Penalty 3097.283260 = -1575170.323824
  nChanged 0
		SP:Iteration 34F (14063.390000 sec): 3 clusters
  Score: Raw -1578267.607083 + Penalty 3097.283260 = -1575170.323824
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14063.400000 sec): 2 clusters
  Score: Raw -120947.342574 + Penalty 1130.593323 = -119816.749251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14063.410000 sec): 3 clusters
  Score: Raw -120583.468687 + Penalty 2261.186646 = -118322.282041
  nChanged 312
		SP:Iteration 1F (14063.410000 sec): 3 clusters
  Score: Raw -120859.889735 + Penalty 2261.186646 = -118598.703089
  nChanged 72
		SP:Iteration 2F (14063.410000 sec): 3 clusters
  Score: Raw -120936.208005 + Penalty 2261.186646 = -118675.021360
  nChanged 45
		SP:Iteration 3Q (14063.410000 sec): 3 clusters
  Score: Raw -120976.869368 + Penalty 2261.186646 = -118715.682723
  nChanged 32
		SP:Iteration 4Q (14063.420000 sec): 3 clusters
  Score: Raw -121004.993288 + Penalty 2261.186646 = -118743.806643
  nChanged 24
		SP:Iteration 5Q (14063.420000 sec): 3 clusters
  Score: Raw -121027.095263 + Penalty 2261.186646 = -118765.908618
  nChanged 14
		SP:Iteration 6Q (14063.420000 sec): 3 clusters
  Score: Raw -121043.016481 + Penalty 2261.186646 = -118781.829836
  nChanged 12
		SP:Iteration 7Q (14063.430000 sec): 3 clusters
  Score: Raw -121055.505670 + Penalty 2261.186646 = -118794.319024
  nChanged 7
		SP:Iteration 8Q (14063.430000 sec): 3 clusters
  Score: Raw -121064.441973 + Penalty 2261.186646 = -118803.255327
  nChanged 14
		SP:Iteration 9Q (14063.430000 sec): 3 clusters
  Score: Raw -121079.213125 + Penalty 2261.186646 = -118818.026480
  nChanged 13
		SP:Iteration 10Q (14063.430000 sec): 3 clusters
  Score: Raw -121091.983680 + Penalty 2261.186646 = -118830.797035
  nChanged 16
		SP:Iteration 11Q (14063.430000 sec): 3 clusters
  Score: Raw -121107.031414 + Penalty 2261.186646 = -118845.844768
  nChanged 10
		SP:Iteration 12Q (14063.440000 sec): 3 clusters
  Score: Raw -121115.986466 + Penalty 2261.186646 = -118854.799820
  nChanged 7
		SP:Iteration 13Q (14063.440000 sec): 3 clusters
  Score: Raw -121122.775387 + Penalty 2261.186646 = -118861.588742
  nChanged 7
		SP:Iteration 14Q (14063.440000 sec): 3 clusters
  Score: Raw -121127.157687 + Penalty 2261.186646 = -118865.971042
  nChanged 4
		SP:Iteration 15Q (14063.450000 sec): 3 clusters
  Score: Raw -121130.869115 + Penalty 2261.186646 = -118869.682469
  nChanged 3
		SP:Iteration 16Q (14063.450000 sec): 3 clusters
  Score: Raw -121133.598054 + Penalty 2261.186646 = -118872.411409
  nChanged 3
		SP:Iteration 17Q (14063.450000 sec): 3 clusters
  Score: Raw -121135.380486 + Penalty 2261.186646 = -118874.193841
  nChanged 1
		SP:Iteration 18Q (14063.450000 sec): 3 clusters
  Score: Raw -121135.988134 + Penalty 2261.186646 = -118874.801488
  nChanged 0
		SP:Iteration 19F (14063.450000 sec): 3 clusters
  Score: Raw -121135.988134 + Penalty 2261.186646 = -118874.801488
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14063.520000 sec): 2 clusters
  Score: Raw -2366167.249007 + Penalty 1614.301363 = -2364552.947643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14063.580000 sec): 3 clusters
  Score: Raw -2353726.556369 + Penalty 3228.602727 = -2350497.953642
  nChanged 9309
		SP:Iteration 1F (14063.630000 sec): 3 clusters
  Score: Raw -2358985.909821 + Penalty 3228.602727 = -2355757.307094
  nChanged 1123
		SP:Iteration 2F (14063.690000 sec): 3 clusters
  Score: Raw -2359505.612080 + Penalty 3228.602727 = -2356277.009353
  nChanged 1201
		SP:Iteration 3F (14063.740000 sec): 3 clusters
  Score: Raw -2360081.188622 + Penalty 3228.602727 = -2356852.585895
  nChanged 1210
		SP:Iteration 4F (14063.800000 sec): 3 clusters
  Score: Raw -2360706.635064 + Penalty 3228.602727 = -2357478.032337
  nChanged 1245
		SP:Iteration 5F (14063.850000 sec): 3 clusters
  Score: Raw -2361370.746419 + Penalty 3228.602727 = -2358142.143692
  nChanged 1245
		SP:Iteration 6F (14063.910000 sec): 3 clusters
  Score: Raw -2362014.029618 + Penalty 3228.602727 = -2358785.426891
  nChanged 1126
		SP:Iteration 7F (14063.960000 sec): 3 clusters
  Score: Raw -2362579.405624 + Penalty 3228.602727 = -2359350.802897
  nChanged 979
		SP:Iteration 8Q (14064.020000 sec): 3 clusters
  Score: Raw -2363074.188979 + Penalty 3228.602727 = -2359845.586252
  nChanged 871
		SP:Iteration 9Q (14064.070000 sec): 3 clusters
  Score: Raw -2363534.732482 + Penalty 3228.602727 = -2360306.129755
  nChanged 763
		SP:Iteration 10Q (14064.130000 sec): 3 clusters
  Score: Raw -2363942.168405 + Penalty 3228.602727 = -2360713.565678
  nChanged 705
		SP:Iteration 11Q (14064.190000 sec): 3 clusters
  Score: Raw -2364330.873200 + Penalty 3228.602727 = -2361102.270473
  nChanged 681
		SP:Iteration 12Q (14064.240000 sec): 3 clusters
  Score: Raw -2364738.240380 + Penalty 3228.602727 = -2361509.637653
  nChanged 599
		SP:Iteration 13Q (14064.300000 sec): 3 clusters
  Score: Raw -2365116.240308 + Penalty 3228.602727 = -2361887.637581
  nChanged 530
		SP:Iteration 14Q (14064.350000 sec): 3 clusters
  Score: Raw -2365492.356725 + Penalty 3228.602727 = -2362263.753998
  nChanged 438
		SP:Iteration 15Q (14064.410000 sec): 3 clusters
  Score: Raw -2365799.595433 + Penalty 3228.602727 = -2362570.992706
  nChanged 299
		SP:Iteration 16Q (14064.460000 sec): 3 clusters
  Score: Raw -2366017.297972 + Penalty 3228.602727 = -2362788.695246
  nChanged 193
		SP:Iteration 17Q (14064.510000 sec): 3 clusters
  Score: Raw -2366152.659161 + Penalty 3228.602727 = -2362924.056434
  nChanged 140
		SP:Iteration 18Q (14064.560000 sec): 3 clusters
  Score: Raw -2366262.398967 + Penalty 3228.602727 = -2363033.796240
  nChanged 98
		SP:Iteration 19Q (14064.600000 sec): 3 clusters
  Score: Raw -2366332.392230 + Penalty 3228.602727 = -2363103.789503
  nChanged 74
		SP:Iteration 20F (14064.660000 sec): 3 clusters
  Score: Raw -2366382.944248 + Penalty 3228.602727 = -2363154.341521
  nChanged 45
		SP:Iteration 21Q (14064.700000 sec): 3 clusters
  Score: Raw -2366421.156404 + Penalty 3228.602727 = -2363192.553677
  nChanged 37
		SP:Iteration 22Q (14064.750000 sec): 3 clusters
  Score: Raw -2366448.503091 + Penalty 3228.602727 = -2363219.900364
  nChanged 25
		SP:Iteration 23Q (14064.790000 sec): 3 clusters
  Score: Raw -2366471.365147 + Penalty 3228.602727 = -2363242.762420
  nChanged 26
		SP:Iteration 24Q (14064.830000 sec): 3 clusters
  Score: Raw -2366488.516840 + Penalty 3228.602727 = -2363259.914113
  nChanged 15
		SP:Iteration 25Q (14064.870000 sec): 3 clusters
  Score: Raw -2366499.372667 + Penalty 3228.602727 = -2363270.769940
  nChanged 9
		SP:Iteration 26Q (14064.910000 sec): 3 clusters
  Score: Raw -2366506.483512 + Penalty 3228.602727 = -2363277.880785
  nChanged 10
		SP:Iteration 27Q (14064.960000 sec): 3 clusters
  Score: Raw -2366512.337264 + Penalty 3228.602727 = -2363283.734537
  nChanged 3
		SP:Iteration 28Q (14065.000000 sec): 3 clusters
  Score: Raw -2366515.654920 + Penalty 3228.602727 = -2363287.052194
  nChanged 4
		SP:Iteration 29Q (14065.040000 sec): 3 clusters
  Score: Raw -2366519.254681 + Penalty 3228.602727 = -2363290.651954
  nChanged 4
		SP:Iteration 30Q (14065.080000 sec): 3 clusters
  Score: Raw -2366521.555467 + Penalty 3228.602727 = -2363292.952740
  nChanged 4
		SP:Iteration 31Q (14065.130000 sec): 3 clusters
  Score: Raw -2366524.317416 + Penalty 3228.602727 = -2363295.714689
  nChanged 4
		SP:Iteration 32Q (14065.170000 sec): 3 clusters
  Score: Raw -2366528.807510 + Penalty 3228.602727 = -2363300.204783
  nChanged 3
		SP:Iteration 33Q (14065.210000 sec): 3 clusters
  Score: Raw -2366530.251347 + Penalty 3228.602727 = -2363301.648620
  nChanged 2
		SP:Iteration 34Q (14065.250000 sec): 3 clusters
  Score: Raw -2366531.276243 + Penalty 3228.602727 = -2363302.673517
  nChanged 2
		SP:Iteration 35Q (14065.290000 sec): 3 clusters
  Score: Raw -2366531.898234 + Penalty 3228.602727 = -2363303.295507
  nChanged 0
		SP:Iteration 36F (14065.350000 sec): 3 clusters
  Score: Raw -2366531.898234 + Penalty 3228.602727 = -2363303.295507
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14065.360000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14065.360000 sec): 3 clusters
  Score: Raw -39134.734273 + Penalty 1915.680921 = -37219.053352
  nChanged 71
		SP:Iteration 1F (14065.360000 sec): 3 clusters
  Score: Raw -39271.567760 + Penalty 1915.680921 = -37355.886839
  nChanged 20
		SP:Iteration 2F (14065.360000 sec): 3 clusters
  Score: Raw -39340.826437 + Penalty 1915.680921 = -37425.145516
  nChanged 14
		SP:Iteration 3Q (14065.360000 sec): 3 clusters
  Score: Raw -39371.685355 + Penalty 1915.680921 = -37456.004434
  nChanged 4
		SP:Iteration 4Q (14065.360000 sec): 3 clusters
  Score: Raw -39380.198906 + Penalty 1915.680921 = -37464.517985
  nChanged 3
		SP:Iteration 5Q (14065.370000 sec): 3 clusters
  Score: Raw -39385.843116 + Penalty 1915.680921 = -37470.162195
  nChanged 3
		SP:Iteration 6Q (14065.370000 sec): 3 clusters
  Score: Raw -39391.253737 + Penalty 1915.680921 = -37475.572816
  nChanged 1
		SP:Iteration 7Q (14065.370000 sec): 3 clusters
  Score: Raw -39392.363760 + Penalty 1915.680921 = -37476.682839
  nChanged 0
		SP:Iteration 8F (14065.370000 sec): 3 clusters
  Score: Raw -39392.363760 + Penalty 1915.680921 = -37476.682839
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (5805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14065.390000 sec): 2 clusters
  Score: Raw -683017.465786 + Penalty 1408.302170 = -681609.163616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14065.400000 sec): 3 clusters
  Score: Raw -679946.774164 + Penalty 2816.604341 = -677130.169823
  nChanged 2355
		SP:Iteration 1F (14065.420000 sec): 3 clusters
  Score: Raw -681224.270749 + Penalty 2816.604341 = -678407.666408
  nChanged 415
		SP:Iteration 2F (14065.430000 sec): 3 clusters
  Score: Raw -681420.842538 + Penalty 2816.604341 = -678604.238197
  nChanged 262
		SP:Iteration 3Q (14065.450000 sec): 3 clusters
  Score: Raw -681524.706003 + Penalty 2816.604341 = -678708.101663
  nChanged 186
		SP:Iteration 4Q (14065.460000 sec): 3 clusters
  Score: Raw -681586.909346 + Penalty 2816.604341 = -678770.305006
  nChanged 142
		SP:Iteration 5Q (14065.470000 sec): 3 clusters
  Score: Raw -681630.601011 + Penalty 2816.604341 = -678813.996670
  nChanged 115
		SP:Iteration 6Q (14065.490000 sec): 3 clusters
  Score: Raw -681672.615205 + Penalty 2816.604341 = -678856.010864
  nChanged 93
		SP:Iteration 7Q (14065.510000 sec): 3 clusters
  Score: Raw -681695.964758 + Penalty 2816.604341 = -678879.360418
  nChanged 76
		SP:Iteration 8Q (14065.520000 sec): 3 clusters
  Score: Raw -681716.598709 + Penalty 2816.604341 = -678899.994368
  nChanged 73
		SP:Iteration 9Q (14065.530000 sec): 3 clusters
  Score: Raw -681737.731036 + Penalty 2816.604341 = -678921.126695
  nChanged 72
		SP:Iteration 10Q (14065.550000 sec): 3 clusters
  Score: Raw -681756.957517 + Penalty 2816.604341 = -678940.353176
  nChanged 65
		SP:Iteration 11Q (14065.560000 sec): 3 clusters
  Score: Raw -681772.048333 + Penalty 2816.604341 = -678955.443993
  nChanged 51
		SP:Iteration 12Q (14065.580000 sec): 3 clusters
  Score: Raw -681782.375840 + Penalty 2816.604341 = -678965.771499
  nChanged 43
		SP:Iteration 13Q (14065.590000 sec): 3 clusters
  Score: Raw -681792.940276 + Penalty 2816.604341 = -678976.335935
  nChanged 54
		SP:Iteration 14Q (14065.610000 sec): 3 clusters
  Score: Raw -681806.824606 + Penalty 2816.604341 = -678990.220265
  nChanged 49
		SP:Iteration 15Q (14065.620000 sec): 3 clusters
  Score: Raw -681819.054440 + Penalty 2816.604341 = -679002.450100
  nChanged 54
		SP:Iteration 16Q (14065.630000 sec): 3 clusters
  Score: Raw -681830.161034 + Penalty 2816.604341 = -679013.556693
  nChanged 56
		SP:Iteration 17Q (14065.650000 sec): 3 clusters
  Score: Raw -681844.898138 + Penalty 2816.604341 = -679028.293798
  nChanged 54
		SP:Iteration 18Q (14065.670000 sec): 3 clusters
  Score: Raw -681859.035194 + Penalty 2816.604341 = -679042.430853
  nChanged 54
		SP:Iteration 19Q (14065.680000 sec): 3 clusters
  Score: Raw -681873.148217 + Penalty 2816.604341 = -679056.543877
  nChanged 55
		SP:Iteration 20F (14065.690000 sec): 3 clusters
  Score: Raw -681887.172759 + Penalty 2816.604341 = -679070.568418
  nChanged 65
		SP:Iteration 21Q (14065.710000 sec): 3 clusters
  Score: Raw -681906.128228 + Penalty 2816.604341 = -679089.523887
  nChanged 71
		SP:Iteration 22Q (14065.720000 sec): 3 clusters
  Score: Raw -681929.377913 + Penalty 2816.604341 = -679112.773572
  nChanged 71
		SP:Iteration 23Q (14065.740000 sec): 3 clusters
  Score: Raw -681956.424785 + Penalty 2816.604341 = -679139.820444
  nChanged 87
		SP:Iteration 24Q (14065.750000 sec): 3 clusters
  Score: Raw -681984.752791 + Penalty 2816.604341 = -679168.148450
  nChanged 94
		SP:Iteration 25Q (14065.770000 sec): 3 clusters
  Score: Raw -682014.875466 + Penalty 2816.604341 = -679198.271126
  nChanged 91
		SP:Iteration 26Q (14065.780000 sec): 3 clusters
  Score: Raw -682046.270484 + Penalty 2816.604341 = -679229.666143
  nChanged 95
		SP:Iteration 27Q (14065.790000 sec): 3 clusters
  Score: Raw -682083.463633 + Penalty 2816.604341 = -679266.859293
  nChanged 118
		SP:Iteration 28Q (14065.810000 sec): 3 clusters
  Score: Raw -682134.325281 + Penalty 2816.604341 = -679317.720941
  nChanged 148
		SP:Iteration 29Q (14065.820000 sec): 3 clusters
  Score: Raw -682209.022080 + Penalty 2816.604341 = -679392.417740
  nChanged 175
		SP:Iteration 30Q (14065.840000 sec): 3 clusters
  Score: Raw -682318.200336 + Penalty 2816.604341 = -679501.595995
  nChanged 185
		SP:Iteration 31Q (14065.850000 sec): 3 clusters
  Score: Raw -682444.153525 + Penalty 2816.604341 = -679627.549184
  nChanged 198
		SP:Iteration 32Q (14065.870000 sec): 3 clusters
  Score: Raw -682593.216247 + Penalty 2816.604341 = -679776.611906
  nChanged 188
		SP:Iteration 33Q (14065.880000 sec): 3 clusters
  Score: Raw -682746.575849 + Penalty 2816.604341 = -679929.971508
  nChanged 157
		SP:Iteration 34Q (14065.890000 sec): 3 clusters
  Score: Raw -682871.673288 + Penalty 2816.604341 = -680055.068948
  nChanged 120
		SP:Iteration 35Q (14065.910000 sec): 3 clusters
  Score: Raw -682975.937362 + Penalty 2816.604341 = -680159.333022
  nChanged 93
		SP:Iteration 36Q (14065.920000 sec): 3 clusters
  Score: Raw -683052.108467 + Penalty 2816.604341 = -680235.504126
  nChanged 59
		SP:Iteration 37Q (14065.930000 sec): 3 clusters
  Score: Raw -683108.358736 + Penalty 2816.604341 = -680291.754395
  nChanged 44
		SP:Iteration 38Q (14065.940000 sec): 3 clusters
  Score: Raw -683152.741880 + Penalty 2816.604341 = -680336.137539
  nChanged 28
		SP:Iteration 39Q (14065.950000 sec): 3 clusters
  Score: Raw -683176.938602 + Penalty 2816.604341 = -680360.334262
  nChanged 18
		SP:Iteration 40F (14065.970000 sec): 3 clusters
  Score: Raw -683194.452947 + Penalty 2816.604341 = -680377.848606
  nChanged 11
		SP:Iteration 41Q (14065.980000 sec): 3 clusters
  Score: Raw -683205.203737 + Penalty 2816.604341 = -680388.599397
  nChanged 8
		SP:Iteration 42Q (14065.990000 sec): 3 clusters
  Score: Raw -683212.580410 + Penalty 2816.604341 = -680395.976069
  nChanged 5
		SP:Iteration 43Q (14066.000000 sec): 3 clusters
  Score: Raw -683217.151453 + Penalty 2816.604341 = -680400.547113
  nChanged 3
		SP:Iteration 44Q (14066.010000 sec): 3 clusters
  Score: Raw -683220.699517 + Penalty 2816.604341 = -680404.095176
  nChanged 1
		SP:Iteration 45Q (14066.030000 sec): 3 clusters
  Score: Raw -683221.427043 + Penalty 2816.604341 = -680404.822702
  nChanged 0
		SP:Iteration 46F (14066.040000 sec): 3 clusters
  Score: Raw -683221.427043 + Penalty 2816.604341 = -680404.822702
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14066.060000 sec): 2 clusters
  Score: Raw -439371.334420 + Penalty 1358.130868 = -438013.203553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14066.070000 sec): 3 clusters
  Score: Raw -437255.317411 + Penalty 2716.261735 = -434539.055676
  nChanged 1668
		SP:Iteration 1F (14066.080000 sec): 3 clusters
  Score: Raw -438499.657133 + Penalty 2716.261735 = -435783.395398
  nChanged 436
		SP:Iteration 2F (14066.090000 sec): 3 clusters
  Score: Raw -438934.857243 + Penalty 2716.261735 = -436218.595508
  nChanged 361
		SP:Iteration 3F (14066.100000 sec): 3 clusters
  Score: Raw -439260.572639 + Penalty 2716.261735 = -436544.310903
  nChanged 274
		SP:Iteration 4F (14066.110000 sec): 3 clusters
  Score: Raw -439445.574458 + Penalty 2716.261735 = -436729.312722
  nChanged 177
		SP:Iteration 5Q (14066.120000 sec): 3 clusters
  Score: Raw -439560.885492 + Penalty 2716.261735 = -436844.623756
  nChanged 143
		SP:Iteration 6Q (14066.130000 sec): 3 clusters
  Score: Raw -439637.357948 + Penalty 2716.261735 = -436921.096213
  nChanged 89
		SP:Iteration 7Q (14066.140000 sec): 3 clusters
  Score: Raw -439679.430516 + Penalty 2716.261735 = -436963.168780
  nChanged 80
		SP:Iteration 8Q (14066.150000 sec): 3 clusters
  Score: Raw -439710.803600 + Penalty 2716.261735 = -436994.541865
  nChanged 67
		SP:Iteration 9Q (14066.160000 sec): 3 clusters
  Score: Raw -439741.839496 + Penalty 2716.261735 = -437025.577761
  nChanged 59
		SP:Iteration 10Q (14066.170000 sec): 3 clusters
  Score: Raw -439768.272002 + Penalty 2716.261735 = -437052.010266
  nChanged 54
		SP:Iteration 11Q (14066.180000 sec): 3 clusters
  Score: Raw -439787.792345 + Penalty 2716.261735 = -437071.530609
  nChanged 47
		SP:Iteration 12Q (14066.190000 sec): 3 clusters
  Score: Raw -439805.854514 + Penalty 2716.261735 = -437089.592778
  nChanged 45
		SP:Iteration 13Q (14066.200000 sec): 3 clusters
  Score: Raw -439828.447509 + Penalty 2716.261735 = -437112.185773
  nChanged 46
		SP:Iteration 14Q (14066.210000 sec): 3 clusters
  Score: Raw -439844.748476 + Penalty 2716.261735 = -437128.486740
  nChanged 44
		SP:Iteration 15Q (14066.220000 sec): 3 clusters
  Score: Raw -439859.307053 + Penalty 2716.261735 = -437143.045318
  nChanged 34
		SP:Iteration 16Q (14066.230000 sec): 3 clusters
  Score: Raw -439872.435183 + Penalty 2716.261735 = -437156.173448
  nChanged 31
		SP:Iteration 17Q (14066.240000 sec): 3 clusters
  Score: Raw -439885.262836 + Penalty 2716.261735 = -437169.001101
  nChanged 40
		SP:Iteration 18Q (14066.250000 sec): 3 clusters
  Score: Raw -439906.920531 + Penalty 2716.261735 = -437190.658796
  nChanged 47
		SP:Iteration 19Q (14066.260000 sec): 3 clusters
  Score: Raw -439932.810958 + Penalty 2716.261735 = -437216.549222
  nChanged 53
		SP:Iteration 20F (14066.280000 sec): 3 clusters
  Score: Raw -439968.264379 + Penalty 2716.261735 = -437252.002644
  nChanged 51
		SP:Iteration 21Q (14066.280000 sec): 3 clusters
  Score: Raw -440000.495450 + Penalty 2716.261735 = -437284.233715
  nChanged 47
		SP:Iteration 22Q (14066.300000 sec): 3 clusters
  Score: Raw -440022.105746 + Penalty 2716.261735 = -437305.844011
  nChanged 40
		SP:Iteration 23Q (14066.300000 sec): 3 clusters
  Score: Raw -440032.659052 + Penalty 2716.261735 = -437316.397317
  nChanged 20
		SP:Iteration 24Q (14066.320000 sec): 3 clusters
  Score: Raw -440038.246492 + Penalty 2716.261735 = -437321.984757
  nChanged 14
		SP:Iteration 25Q (14066.320000 sec): 3 clusters
  Score: Raw -440041.729667 + Penalty 2716.261735 = -437325.467932
  nChanged 8
		SP:Iteration 26Q (14066.340000 sec): 3 clusters
  Score: Raw -440043.123610 + Penalty 2716.261735 = -437326.861874
  nChanged 7
		SP:Iteration 27Q (14066.340000 sec): 3 clusters
  Score: Raw -440045.055390 + Penalty 2716.261735 = -437328.793655
  nChanged 7
		SP:Iteration 28Q (14066.360000 sec): 3 clusters
  Score: Raw -440046.636534 + Penalty 2716.261735 = -437330.374799
  nChanged 4
		SP:Iteration 29Q (14066.360000 sec): 3 clusters
  Score: Raw -440048.260177 + Penalty 2716.261735 = -437331.998442
  nChanged 7
		SP:Iteration 30Q (14066.380000 sec): 3 clusters
  Score: Raw -440049.374729 + Penalty 2716.261735 = -437333.112994
  nChanged 2
		SP:Iteration 31Q (14066.380000 sec): 3 clusters
  Score: Raw -440049.622365 + Penalty 2716.261735 = -437333.360630
  nChanged 1
		SP:Iteration 32Q (14066.400000 sec): 3 clusters
  Score: Raw -440049.722915 + Penalty 2716.261735 = -437333.461179
  nChanged 0
		SP:Iteration 33F (14066.400000 sec): 3 clusters
  Score: Raw -440049.722915 + Penalty 2716.261735 = -437333.461179
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14066.420000 sec): 2 clusters
  Score: Raw -192557.180125 + Penalty 1211.391992 = -191345.788133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14066.420000 sec): 3 clusters
  Score: Raw -191880.105830 + Penalty 2422.783984 = -189457.321847
  nChanged 606
		SP:Iteration 1F (14066.420000 sec): 3 clusters
  Score: Raw -192351.406562 + Penalty 2422.783984 = -189928.622579
  nChanged 169
		SP:Iteration 2F (14066.430000 sec): 3 clusters
  Score: Raw -192506.923721 + Penalty 2422.783984 = -190084.139738
  nChanged 108
		SP:Iteration 3F (14066.430000 sec): 3 clusters
  Score: Raw -192612.975236 + Penalty 2422.783984 = -190190.191252
  nChanged 107
		SP:Iteration 4F (14066.440000 sec): 3 clusters
  Score: Raw -192737.786545 + Penalty 2422.783984 = -190315.002562
  nChanged 96
		SP:Iteration 5F (14066.440000 sec): 3 clusters
  Score: Raw -192850.894965 + Penalty 2422.783984 = -190428.110981
  nChanged 90
		SP:Iteration 6F (14066.440000 sec): 3 clusters
  Score: Raw -192957.572207 + Penalty 2422.783984 = -190534.788223
  nChanged 65
		SP:Iteration 7Q (14066.450000 sec): 3 clusters
  Score: Raw -193037.168307 + Penalty 2422.783984 = -190614.384324
  nChanged 50
		SP:Iteration 8Q (14066.450000 sec): 3 clusters
  Score: Raw -193090.645202 + Penalty 2422.783984 = -190667.861218
  nChanged 28
		SP:Iteration 9Q (14066.460000 sec): 3 clusters
  Score: Raw -193116.581942 + Penalty 2422.783984 = -190693.797959
  nChanged 18
		SP:Iteration 10Q (14066.460000 sec): 3 clusters
  Score: Raw -193144.309005 + Penalty 2422.783984 = -190721.525022
  nChanged 17
		SP:Iteration 11Q (14066.460000 sec): 3 clusters
  Score: Raw -193158.880349 + Penalty 2422.783984 = -190736.096365
  nChanged 13
		SP:Iteration 12Q (14066.470000 sec): 3 clusters
  Score: Raw -193168.041652 + Penalty 2422.783984 = -190745.257669
  nChanged 11
		SP:Iteration 13Q (14066.480000 sec): 3 clusters
  Score: Raw -193176.016758 + Penalty 2422.783984 = -190753.232774
  nChanged 3
		SP:Iteration 14Q (14066.480000 sec): 3 clusters
  Score: Raw -193178.669650 + Penalty 2422.783984 = -190755.885666
  nChanged 2
		SP:Iteration 15Q (14066.480000 sec): 3 clusters
  Score: Raw -193179.675766 + Penalty 2422.783984 = -190756.891782
  nChanged 0
		SP:Iteration 16F (14066.490000 sec): 3 clusters
  Score: Raw -193179.675766 + Penalty 2422.783984 = -190756.891782
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14066.500000 sec): 2 clusters
  Score: Raw -497229.258134 + Penalty 1366.561297 = -495862.696837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14066.520000 sec): 3 clusters
  Score: Raw -494946.334394 + Penalty 2733.122594 = -492213.211800
  nChanged 1768
		SP:Iteration 1F (14066.520000 sec): 3 clusters
  Score: Raw -495954.893302 + Penalty 2733.122594 = -493221.770708
  nChanged 354
		SP:Iteration 2F (14066.540000 sec): 3 clusters
  Score: Raw -496234.504060 + Penalty 2733.122594 = -493501.381466
  nChanged 311
		SP:Iteration 3F (14066.550000 sec): 3 clusters
  Score: Raw -496454.747087 + Penalty 2733.122594 = -493721.624493
  nChanged 264
		SP:Iteration 4F (14066.560000 sec): 3 clusters
  Score: Raw -496675.604769 + Penalty 2733.122594 = -493942.482175
  nChanged 273
		SP:Iteration 5F (14066.570000 sec): 3 clusters
  Score: Raw -496907.318584 + Penalty 2733.122594 = -494174.195990
  nChanged 272
		SP:Iteration 6F (14066.580000 sec): 3 clusters
  Score: Raw -497121.906512 + Penalty 2733.122594 = -494388.783919
  nChanged 221
		SP:Iteration 7Q (14066.590000 sec): 3 clusters
  Score: Raw -497272.896026 + Penalty 2733.122594 = -494539.773432
  nChanged 172
		SP:Iteration 8Q (14066.600000 sec): 3 clusters
  Score: Raw -497375.074115 + Penalty 2733.122594 = -494641.951522
  nChanged 130
		SP:Iteration 9Q (14066.620000 sec): 3 clusters
  Score: Raw -497438.322741 + Penalty 2733.122594 = -494705.200148
  nChanged 87
		SP:Iteration 10Q (14066.630000 sec): 3 clusters
  Score: Raw -497477.231800 + Penalty 2733.122594 = -494744.109206
  nChanged 68
		SP:Iteration 11Q (14066.640000 sec): 3 clusters
  Score: Raw -497504.223287 + Penalty 2733.122594 = -494771.100693
  nChanged 48
		SP:Iteration 12Q (14066.650000 sec): 3 clusters
  Score: Raw -497521.318384 + Penalty 2733.122594 = -494788.195790
  nChanged 40
		SP:Iteration 13Q (14066.660000 sec): 3 clusters
  Score: Raw -497532.084062 + Penalty 2733.122594 = -494798.961468
  nChanged 30
		SP:Iteration 14Q (14066.670000 sec): 3 clusters
  Score: Raw -497542.053670 + Penalty 2733.122594 = -494808.931076
  nChanged 34
		SP:Iteration 15Q (14066.680000 sec): 3 clusters
  Score: Raw -497552.191790 + Penalty 2733.122594 = -494819.069197
  nChanged 22
		SP:Iteration 16Q (14066.690000 sec): 3 clusters
  Score: Raw -497558.124787 + Penalty 2733.122594 = -494825.002193
  nChanged 18
		SP:Iteration 17Q (14066.700000 sec): 3 clusters
  Score: Raw -497562.231257 + Penalty 2733.122594 = -494829.108663
  nChanged 6
		SP:Iteration 18Q (14066.710000 sec): 3 clusters
  Score: Raw -497563.612626 + Penalty 2733.122594 = -494830.490032
  nChanged 7
		SP:Iteration 19Q (14066.720000 sec): 3 clusters
  Score: Raw -497564.753343 + Penalty 2733.122594 = -494831.630749
  nChanged 2
		SP:Iteration 20F (14066.740000 sec): 3 clusters
  Score: Raw -497565.628626 + Penalty 2733.122594 = -494832.506032
  nChanged 3
		SP:Iteration 21Q (14066.750000 sec): 3 clusters
  Score: Raw -497566.185642 + Penalty 2733.122594 = -494833.063048
  nChanged 1
		SP:Iteration 22Q (14066.760000 sec): 3 clusters
  Score: Raw -497566.316326 + Penalty 2733.122594 = -494833.193732
  nChanged 4
		SP:Iteration 23Q (14066.770000 sec): 3 clusters
  Score: Raw -497567.070507 + Penalty 2733.122594 = -494833.947914
  nChanged 3
		SP:Iteration 24Q (14066.780000 sec): 3 clusters
  Score: Raw -497567.621546 + Penalty 2733.122594 = -494834.498953
  nChanged 3
		SP:Iteration 25Q (14066.790000 sec): 3 clusters
  Score: Raw -497568.121096 + Penalty 2733.122594 = -494834.998502
  nChanged 1
		SP:Iteration 26Q (14066.800000 sec): 3 clusters
  Score: Raw -497568.346079 + Penalty 2733.122594 = -494835.223486
  nChanged 2
		SP:Iteration 27Q (14066.810000 sec): 3 clusters
  Score: Raw -497568.822990 + Penalty 2733.122594 = -494835.700396
  nChanged 1
		SP:Iteration 28Q (14066.820000 sec): 3 clusters
  Score: Raw -497568.948862 + Penalty 2733.122594 = -494835.826269
  nChanged 0
		SP:Iteration 29F (14066.840000 sec): 3 clusters
  Score: Raw -497568.948862 + Penalty 2733.122594 = -494835.826269
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14066.890000 sec): 2 clusters
  Score: Raw -2145382.385877 + Penalty 1591.734573 = -2143790.651304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14066.940000 sec): 3 clusters
  Score: Raw -2134712.366046 + Penalty 3183.469147 = -2131528.896900
  nChanged 8048
		SP:Iteration 1F (14066.990000 sec): 3 clusters
  Score: Raw -2139083.758679 + Penalty 3183.469147 = -2135900.289532
  nChanged 886
		SP:Iteration 2Q (14067.040000 sec): 3 clusters
  Score: Raw -2139427.873981 + Penalty 3183.469147 = -2136244.404835
  nChanged 802
		SP:Iteration 3Q (14067.080000 sec): 3 clusters
  Score: Raw -2139773.582066 + Penalty 3183.469147 = -2136590.112919
  nChanged 804
		SP:Iteration 4Q (14067.130000 sec): 3 clusters
  Score: Raw -2140153.486947 + Penalty 3183.469147 = -2136970.017800
  nChanged 873
		SP:Iteration 5Q (14067.180000 sec): 3 clusters
  Score: Raw -2140624.591812 + Penalty 3183.469147 = -2137441.122666
  nChanged 989
		SP:Iteration 6F (14067.230000 sec): 3 clusters
  Score: Raw -2141280.559432 + Penalty 3183.469147 = -2138097.090285
  nChanged 1078
		SP:Iteration 7F (14067.280000 sec): 3 clusters
  Score: Raw -2142055.776277 + Penalty 3183.469147 = -2138872.307131
  nChanged 1085
		SP:Iteration 8F (14067.320000 sec): 3 clusters
  Score: Raw -2142910.061410 + Penalty 3183.469147 = -2139726.592263
  nChanged 1014
		SP:Iteration 9F (14067.370000 sec): 3 clusters
  Score: Raw -2143754.474812 + Penalty 3183.469147 = -2140571.005665
  nChanged 788
		SP:Iteration 10Q (14067.410000 sec): 3 clusters
  Score: Raw -2144451.411379 + Penalty 3183.469147 = -2141267.942232
  nChanged 494
		SP:Iteration 11Q (14067.460000 sec): 3 clusters
  Score: Raw -2144900.146409 + Penalty 3183.469147 = -2141716.677263
  nChanged 285
		SP:Iteration 12Q (14067.500000 sec): 3 clusters
  Score: Raw -2145163.517302 + Penalty 3183.469147 = -2141980.048155
  nChanged 193
		SP:Iteration 13Q (14067.530000 sec): 3 clusters
  Score: Raw -2145348.634139 + Penalty 3183.469147 = -2142165.164993
  nChanged 93
		SP:Iteration 14Q (14067.570000 sec): 3 clusters
  Score: Raw -2145427.620300 + Penalty 3183.469147 = -2142244.151153
  nChanged 51
		SP:Iteration 15Q (14067.600000 sec): 3 clusters
  Score: Raw -2145472.059201 + Penalty 3183.469147 = -2142288.590055
  nChanged 32
		SP:Iteration 16Q (14067.630000 sec): 3 clusters
  Score: Raw -2145503.224128 + Penalty 3183.469147 = -2142319.754982
  nChanged 21
		SP:Iteration 17Q (14067.660000 sec): 3 clusters
  Score: Raw -2145519.393409 + Penalty 3183.469147 = -2142335.924262
  nChanged 15
		SP:Iteration 18Q (14067.700000 sec): 3 clusters
  Score: Raw -2145531.879979 + Penalty 3183.469147 = -2142348.410832
  nChanged 12
		SP:Iteration 19Q (14067.730000 sec): 3 clusters
  Score: Raw -2145541.546067 + Penalty 3183.469147 = -2142358.076920
  nChanged 8
		SP:Iteration 20F (14067.780000 sec): 3 clusters
  Score: Raw -2145547.976705 + Penalty 3183.469147 = -2142364.507559
  nChanged 7
		SP:Iteration 21Q (14067.810000 sec): 3 clusters
  Score: Raw -2145556.394156 + Penalty 3183.469147 = -2142372.925009
  nChanged 3
		SP:Iteration 22Q (14067.850000 sec): 3 clusters
  Score: Raw -2145559.107298 + Penalty 3183.469147 = -2142375.638151
  nChanged 5
		SP:Iteration 23Q (14067.880000 sec): 3 clusters
  Score: Raw -2145562.300801 + Penalty 3183.469147 = -2142378.831654
  nChanged 2
		SP:Iteration 24Q (14067.910000 sec): 3 clusters
  Score: Raw -2145564.378264 + Penalty 3183.469147 = -2142380.909117
  nChanged 4
		SP:Iteration 25Q (14067.950000 sec): 3 clusters
  Score: Raw -2145567.283059 + Penalty 3183.469147 = -2142383.813913
  nChanged 2
		SP:Iteration 26Q (14067.980000 sec): 3 clusters
  Score: Raw -2145568.989471 + Penalty 3183.469147 = -2142385.520324
  nChanged 4
		SP:Iteration 27Q (14068.020000 sec): 3 clusters
  Score: Raw -2145572.737520 + Penalty 3183.469147 = -2142389.268374
  nChanged 4
		SP:Iteration 28Q (14068.050000 sec): 3 clusters
  Score: Raw -2145575.335626 + Penalty 3183.469147 = -2142391.866480
  nChanged 3
		SP:Iteration 29Q (14068.080000 sec): 3 clusters
  Score: Raw -2145576.970778 + Penalty 3183.469147 = -2142393.501631
  nChanged 2
		SP:Iteration 30Q (14068.120000 sec): 3 clusters
  Score: Raw -2145577.489556 + Penalty 3183.469147 = -2142394.020409
  nChanged 1
		SP:Iteration 31Q (14068.150000 sec): 3 clusters
  Score: Raw -2145578.705999 + Penalty 3183.469147 = -2142395.236853
  nChanged 2
		SP:Iteration 32Q (14068.180000 sec): 3 clusters
  Score: Raw -2145580.164830 + Penalty 3183.469147 = -2142396.695684
  nChanged 2
		SP:Iteration 33Q (14068.210000 sec): 3 clusters
  Score: Raw -2145581.030701 + Penalty 3183.469147 = -2142397.561554
  nChanged 1
		SP:Iteration 34Q (14068.250000 sec): 3 clusters
  Score: Raw -2145582.653807 + Penalty 3183.469147 = -2142399.184660
  nChanged 4
		SP:Iteration 35Q (14068.280000 sec): 3 clusters
  Score: Raw -2145586.728765 + Penalty 3183.469147 = -2142403.259618
  nChanged 3
		SP:Iteration 36Q (14068.310000 sec): 3 clusters
  Score: Raw -2145590.004935 + Penalty 3183.469147 = -2142406.535788
  nChanged 2
		SP:Iteration 37Q (14068.350000 sec): 3 clusters
  Score: Raw -2145593.415659 + Penalty 3183.469147 = -2142409.946512
  nChanged 2
		SP:Iteration 38Q (14068.380000 sec): 3 clusters
  Score: Raw -2145596.467319 + Penalty 3183.469147 = -2142412.998172
  nChanged 1
		SP:Iteration 39Q (14068.410000 sec): 3 clusters
  Score: Raw -2145597.159158 + Penalty 3183.469147 = -2142413.690011
  nChanged 2
		SP:Iteration 40F (14068.460000 sec): 3 clusters
  Score: Raw -2145600.091478 + Penalty 3183.469147 = -2142416.622332
  nChanged 3
		SP:Iteration 41Q (14068.500000 sec): 3 clusters
  Score: Raw -2145601.526814 + Penalty 3183.469147 = -2142418.057667
  nChanged 2
		SP:Iteration 42Q (14068.530000 sec): 3 clusters
  Score: Raw -2145603.353730 + Penalty 3183.469147 = -2142419.884584
  nChanged 1
		SP:Iteration 43Q (14068.560000 sec): 3 clusters
  Score: Raw -2145603.871048 + Penalty 3183.469147 = -2142420.401901
  nChanged 0
		SP:Iteration 44F (14068.610000 sec): 3 clusters
  Score: Raw -2145603.871048 + Penalty 3183.469147 = -2142420.401901
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14068.670000 sec): 2 clusters
  Score: Raw -2382856.161535 + Penalty 1609.633294 = -2381246.528241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14068.720000 sec): 3 clusters
  Score: Raw -2370851.352161 + Penalty 3219.266587 = -2367632.085573
  nChanged 9065
		SP:Iteration 1F (14068.770000 sec): 3 clusters
  Score: Raw -2375784.528265 + Penalty 3219.266587 = -2372565.261678
  nChanged 992
		SP:Iteration 2Q (14068.830000 sec): 3 clusters
  Score: Raw -2376139.388988 + Penalty 3219.266587 = -2372920.122401
  nChanged 907
		SP:Iteration 3Q (14068.880000 sec): 3 clusters
  Score: Raw -2376464.796889 + Penalty 3219.266587 = -2373245.530302
  nChanged 830
		SP:Iteration 4Q (14068.940000 sec): 3 clusters
  Score: Raw -2376787.134093 + Penalty 3219.266587 = -2373567.867505
  nChanged 870
		SP:Iteration 5Q (14068.990000 sec): 3 clusters
  Score: Raw -2377157.050853 + Penalty 3219.266587 = -2373937.784265
  nChanged 905
		SP:Iteration 6Q (14069.040000 sec): 3 clusters
  Score: Raw -2377558.975308 + Penalty 3219.266587 = -2374339.708720
  nChanged 921
		SP:Iteration 7Q (14069.100000 sec): 3 clusters
  Score: Raw -2378037.363407 + Penalty 3219.266587 = -2374818.096820
  nChanged 960
		SP:Iteration 8Q (14069.150000 sec): 3 clusters
  Score: Raw -2378584.839099 + Penalty 3219.266587 = -2375365.572511
  nChanged 994
		SP:Iteration 9Q (14069.200000 sec): 3 clusters
  Score: Raw -2379248.355077 + Penalty 3219.266587 = -2376029.088489
  nChanged 969
		SP:Iteration 10Q (14069.260000 sec): 3 clusters
  Score: Raw -2379962.217340 + Penalty 3219.266587 = -2376742.950753
  nChanged 878
		SP:Iteration 11Q (14069.310000 sec): 3 clusters
  Score: Raw -2380587.035546 + Penalty 3219.266587 = -2377367.768959
  nChanged 659
		SP:Iteration 12Q (14069.360000 sec): 3 clusters
  Score: Raw -2380971.741399 + Penalty 3219.266587 = -2377752.474812
  nChanged 521
		SP:Iteration 13Q (14069.410000 sec): 3 clusters
  Score: Raw -2381273.503957 + Penalty 3219.266587 = -2378054.237370
  nChanged 421
		SP:Iteration 14Q (14069.460000 sec): 3 clusters
  Score: Raw -2381499.671612 + Penalty 3219.266587 = -2378280.405025
  nChanged 340
		SP:Iteration 15Q (14069.510000 sec): 3 clusters
  Score: Raw -2381671.008469 + Penalty 3219.266587 = -2378451.741882
  nChanged 280
		SP:Iteration 16Q (14069.560000 sec): 3 clusters
  Score: Raw -2381798.803621 + Penalty 3219.266587 = -2378579.537033
  nChanged 259
		SP:Iteration 17Q (14069.600000 sec): 3 clusters
  Score: Raw -2381907.162939 + Penalty 3219.266587 = -2378687.896351
  nChanged 267
		SP:Iteration 18Q (14069.650000 sec): 3 clusters
  Score: Raw -2382012.581943 + Penalty 3219.266587 = -2378793.315356
  nChanged 235
		SP:Iteration 19Q (14069.700000 sec): 3 clusters
  Score: Raw -2382110.011990 + Penalty 3219.266587 = -2378890.745402
  nChanged 223
		SP:Iteration 20F (14069.750000 sec): 3 clusters
  Score: Raw -2382211.068045 + Penalty 3219.266587 = -2378991.801458
  nChanged 214
		SP:Iteration 21Q (14069.790000 sec): 3 clusters
  Score: Raw -2382306.504375 + Penalty 3219.266587 = -2379087.237788
  nChanged 191
		SP:Iteration 22Q (14069.840000 sec): 3 clusters
  Score: Raw -2382385.383348 + Penalty 3219.266587 = -2379166.116761
  nChanged 184
		SP:Iteration 23Q (14069.880000 sec): 3 clusters
  Score: Raw -2382455.743697 + Penalty 3219.266587 = -2379236.477110
  nChanged 152
		SP:Iteration 24Q (14069.920000 sec): 3 clusters
  Score: Raw -2382512.450873 + Penalty 3219.266587 = -2379293.184285
  nChanged 151
		SP:Iteration 25Q (14069.970000 sec): 3 clusters
  Score: Raw -2382576.556946 + Penalty 3219.266587 = -2379357.290359
  nChanged 145
		SP:Iteration 26Q (14070.010000 sec): 3 clusters
  Score: Raw -2382639.676447 + Penalty 3219.266587 = -2379420.409860
  nChanged 125
		SP:Iteration 27Q (14070.050000 sec): 3 clusters
  Score: Raw -2382690.148775 + Penalty 3219.266587 = -2379470.882188
  nChanged 98
		SP:Iteration 28Q (14070.090000 sec): 3 clusters
  Score: Raw -2382728.656824 + Penalty 3219.266587 = -2379509.390236
  nChanged 92
		SP:Iteration 29Q (14070.140000 sec): 3 clusters
  Score: Raw -2382765.930428 + Penalty 3219.266587 = -2379546.663841
  nChanged 84
		SP:Iteration 30Q (14070.180000 sec): 3 clusters
  Score: Raw -2382800.226629 + Penalty 3219.266587 = -2379580.960042
  nChanged 75
		SP:Iteration 31Q (14070.220000 sec): 3 clusters
  Score: Raw -2382823.535314 + Penalty 3219.266587 = -2379604.268727
  nChanged 47
		SP:Iteration 32Q (14070.260000 sec): 3 clusters
  Score: Raw -2382838.989117 + Penalty 3219.266587 = -2379619.722530
  nChanged 58
		SP:Iteration 33Q (14070.300000 sec): 3 clusters
  Score: Raw -2382860.880199 + Penalty 3219.266587 = -2379641.613612
  nChanged 59
		SP:Iteration 34Q (14070.340000 sec): 3 clusters
  Score: Raw -2382881.734562 + Penalty 3219.266587 = -2379662.467975
  nChanged 49
		SP:Iteration 35Q (14070.380000 sec): 3 clusters
  Score: Raw -2382897.700898 + Penalty 3219.266587 = -2379678.434310
  nChanged 50
		SP:Iteration 36Q (14070.420000 sec): 3 clusters
  Score: Raw -2382914.497545 + Penalty 3219.266587 = -2379695.230957
  nChanged 40
		SP:Iteration 37Q (14070.460000 sec): 3 clusters
  Score: Raw -2382929.325393 + Penalty 3219.266587 = -2379710.058806
  nChanged 31
		SP:Iteration 38Q (14070.500000 sec): 3 clusters
  Score: Raw -2382942.142117 + Penalty 3219.266587 = -2379722.875530
  nChanged 40
		SP:Iteration 39Q (14070.540000 sec): 3 clusters
  Score: Raw -2382961.210089 + Penalty 3219.266587 = -2379741.943501
  nChanged 44
		SP:Iteration 40F (14070.600000 sec): 3 clusters
  Score: Raw -2382983.204395 + Penalty 3219.266587 = -2379763.937807
  nChanged 33
		SP:Iteration 41Q (14070.630000 sec): 3 clusters
  Score: Raw -2382999.411210 + Penalty 3219.266587 = -2379780.144622
  nChanged 27
		SP:Iteration 42Q (14070.670000 sec): 3 clusters
  Score: Raw -2383009.891370 + Penalty 3219.266587 = -2379790.624783
  nChanged 28
		SP:Iteration 43Q (14070.710000 sec): 3 clusters
  Score: Raw -2383021.189344 + Penalty 3219.266587 = -2379801.922757
  nChanged 21
		SP:Iteration 44Q (14070.750000 sec): 3 clusters
  Score: Raw -2383027.892753 + Penalty 3219.266587 = -2379808.626166
  nChanged 20
		SP:Iteration 45Q (14070.790000 sec): 3 clusters
  Score: Raw -2383034.081264 + Penalty 3219.266587 = -2379814.814677
  nChanged 15
		SP:Iteration 46Q (14070.830000 sec): 3 clusters
  Score: Raw -2383039.669347 + Penalty 3219.266587 = -2379820.402760
  nChanged 17
		SP:Iteration 47Q (14070.870000 sec): 3 clusters
  Score: Raw -2383045.931103 + Penalty 3219.266587 = -2379826.664515
  nChanged 17
		SP:Iteration 48Q (14070.910000 sec): 3 clusters
  Score: Raw -2383051.857367 + Penalty 3219.266587 = -2379832.590779
  nChanged 14
		SP:Iteration 49Q (14070.950000 sec): 3 clusters
  Score: Raw -2383058.601356 + Penalty 3219.266587 = -2379839.334769
  nChanged 19
		SP:Iteration 50Q (14070.990000 sec): 3 clusters
  Score: Raw -2383066.281088 + Penalty 3219.266587 = -2379847.014500
  nChanged 8
		SP:Iteration 51Q (14071.030000 sec): 3 clusters
  Score: Raw -2383069.386806 + Penalty 3219.266587 = -2379850.120219
  nChanged 7
		SP:Iteration 52Q (14071.070000 sec): 3 clusters
  Score: Raw -2383072.168576 + Penalty 3219.266587 = -2379852.901989
  nChanged 7
		SP:Iteration 53Q (14071.110000 sec): 3 clusters
  Score: Raw -2383073.866318 + Penalty 3219.266587 = -2379854.599730
  nChanged 2
		SP:Iteration 54Q (14071.150000 sec): 3 clusters
  Score: Raw -2383074.164819 + Penalty 3219.266587 = -2379854.898232
  nChanged 2
		SP:Iteration 55Q (14071.190000 sec): 3 clusters
  Score: Raw -2383074.785372 + Penalty 3219.266587 = -2379855.518784
  nChanged 1
		SP:Iteration 56Q (14071.230000 sec): 3 clusters
  Score: Raw -2383074.906274 + Penalty 3219.266587 = -2379855.639686
  nChanged 1
		SP:Iteration 57Q (14071.270000 sec): 3 clusters
  Score: Raw -2383075.022453 + Penalty 3219.266587 = -2379855.755866
  nChanged 1
		SP:Iteration 58Q (14071.310000 sec): 3 clusters
  Score: Raw -2383075.393933 + Penalty 3219.266587 = -2379856.127345
  nChanged 1
		SP:Iteration 59Q (14071.350000 sec): 3 clusters
  Score: Raw -2383075.522833 + Penalty 3219.266587 = -2379856.256246
  nChanged 0
		SP:Iteration 60F (14071.400000 sec): 3 clusters
  Score: Raw -2383075.522833 + Penalty 3219.266587 = -2379856.256246
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14071.620000 sec): 2 clusters
  Score: Raw -8029570.151611 + Penalty 1809.555648 = -8027760.595963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14071.800000 sec): 3 clusters
  Score: Raw -7985675.002230 + Penalty 3619.111295 = -7982055.890935
  nChanged 32480
		SP:Iteration 1F (14071.990000 sec): 3 clusters
  Score: Raw -8004943.754682 + Penalty 3619.111295 = -8001324.643386
  nChanged 3044
		SP:Iteration 2Q (14072.180000 sec): 3 clusters
  Score: Raw -8006256.234793 + Penalty 3619.111295 = -8002637.123498
  nChanged 3503
		SP:Iteration 3F (14072.360000 sec): 3 clusters
  Score: Raw -8008042.649336 + Penalty 3619.111295 = -8004423.538041
  nChanged 3993
		SP:Iteration 4F (14072.550000 sec): 3 clusters
  Score: Raw -8010380.181143 + Penalty 3619.111295 = -8006761.069847
  nChanged 4289
		SP:Iteration 5F (14072.730000 sec): 3 clusters
  Score: Raw -8013071.721700 + Penalty 3619.111295 = -8009452.610405
  nChanged 4329
		SP:Iteration 6F (14072.920000 sec): 3 clusters
  Score: Raw -8015651.991359 + Penalty 3619.111295 = -8012032.880064
  nChanged 3886
		SP:Iteration 7F (14073.100000 sec): 3 clusters
  Score: Raw -8017734.185359 + Penalty 3619.111295 = -8014115.074063
  nChanged 3235
		SP:Iteration 8Q (14073.290000 sec): 3 clusters
  Score: Raw -8019252.066731 + Penalty 3619.111295 = -8015632.955436
  nChanged 2601
		SP:Iteration 9Q (14073.480000 sec): 3 clusters
  Score: Raw -8020436.785276 + Penalty 3619.111295 = -8016817.673981
  nChanged 2184
		SP:Iteration 10Q (14073.660000 sec): 3 clusters
  Score: Raw -8021410.192378 + Penalty 3619.111295 = -8017791.081082
  nChanged 1836
		SP:Iteration 11Q (14073.850000 sec): 3 clusters
  Score: Raw -8022236.222101 + Penalty 3619.111295 = -8018617.110806
  nChanged 1709
		SP:Iteration 12Q (14074.030000 sec): 3 clusters
  Score: Raw -8022955.828208 + Penalty 3619.111295 = -8019336.716912
  nChanged 1522
		SP:Iteration 13Q (14074.210000 sec): 3 clusters
  Score: Raw -8023536.972720 + Penalty 3619.111295 = -8019917.861425
  nChanged 1290
		SP:Iteration 14Q (14074.390000 sec): 3 clusters
  Score: Raw -8023946.963213 + Penalty 3619.111295 = -8020327.851918
  nChanged 1034
		SP:Iteration 15Q (14074.570000 sec): 3 clusters
  Score: Raw -8024238.235879 + Penalty 3619.111295 = -8020619.124583
  nChanged 835
		SP:Iteration 16Q (14074.760000 sec): 3 clusters
  Score: Raw -8024450.205573 + Penalty 3619.111295 = -8020831.094278
  nChanged 745
		SP:Iteration 17Q (14074.930000 sec): 3 clusters
  Score: Raw -8024617.603961 + Penalty 3619.111295 = -8020998.492666
  nChanged 674
		SP:Iteration 18Q (14075.110000 sec): 3 clusters
  Score: Raw -8024758.126132 + Penalty 3619.111295 = -8021139.014836
  nChanged 664
		SP:Iteration 19Q (14075.290000 sec): 3 clusters
  Score: Raw -8024895.383879 + Penalty 3619.111295 = -8021276.272584
  nChanged 617
		SP:Iteration 20F (14075.480000 sec): 3 clusters
  Score: Raw -8025007.893422 + Penalty 3619.111295 = -8021388.782126
  nChanged 582
		SP:Iteration 21Q (14075.650000 sec): 3 clusters
  Score: Raw -8025101.920633 + Penalty 3619.111295 = -8021482.809337
  nChanged 470
		SP:Iteration 22Q (14075.820000 sec): 3 clusters
  Score: Raw -8025173.147989 + Penalty 3619.111295 = -8021554.036694
  nChanged 440
		SP:Iteration 23Q (14076.000000 sec): 3 clusters
  Score: Raw -8025238.129488 + Penalty 3619.111295 = -8021619.018192
  nChanged 424
		SP:Iteration 24Q (14076.180000 sec): 3 clusters
  Score: Raw -8025298.494809 + Penalty 3619.111295 = -8021679.383514
  nChanged 406
		SP:Iteration 25Q (14076.350000 sec): 3 clusters
  Score: Raw -8025362.731375 + Penalty 3619.111295 = -8021743.620080
  nChanged 421
		SP:Iteration 26Q (14076.530000 sec): 3 clusters
  Score: Raw -8025428.806346 + Penalty 3619.111295 = -8021809.695050
  nChanged 399
		SP:Iteration 27Q (14076.700000 sec): 3 clusters
  Score: Raw -8025484.216004 + Penalty 3619.111295 = -8021865.104708
  nChanged 381
		SP:Iteration 28Q (14076.880000 sec): 3 clusters
  Score: Raw -8025538.319440 + Penalty 3619.111295 = -8021919.208145
  nChanged 395
		SP:Iteration 29Q (14077.050000 sec): 3 clusters
  Score: Raw -8025591.051034 + Penalty 3619.111295 = -8021971.939738
  nChanged 372
		SP:Iteration 30Q (14077.230000 sec): 3 clusters
  Score: Raw -8025636.814629 + Penalty 3619.111295 = -8022017.703333
  nChanged 341
		SP:Iteration 31Q (14077.400000 sec): 3 clusters
  Score: Raw -8025679.537511 + Penalty 3619.111295 = -8022060.426216
  nChanged 313
		SP:Iteration 32Q (14077.570000 sec): 3 clusters
  Score: Raw -8025722.632782 + Penalty 3619.111295 = -8022103.521487
  nChanged 339
		SP:Iteration 33Q (14077.750000 sec): 3 clusters
  Score: Raw -8025769.737647 + Penalty 3619.111295 = -8022150.626352
  nChanged 346
		SP:Iteration 34Q (14077.920000 sec): 3 clusters
  Score: Raw -8025821.580120 + Penalty 3619.111295 = -8022202.468825
  nChanged 341
		SP:Iteration 35Q (14078.090000 sec): 3 clusters
  Score: Raw -8025871.892503 + Penalty 3619.111295 = -8022252.781207
  nChanged 349
		SP:Iteration 36Q (14078.270000 sec): 3 clusters
  Score: Raw -8025928.326449 + Penalty 3619.111295 = -8022309.215154
  nChanged 384
		SP:Iteration 37Q (14078.440000 sec): 3 clusters
  Score: Raw -8025990.316211 + Penalty 3619.111295 = -8022371.204916
  nChanged 414
		SP:Iteration 38Q (14078.620000 sec): 3 clusters
  Score: Raw -8026061.105261 + Penalty 3619.111295 = -8022441.993965
  nChanged 398
		SP:Iteration 39Q (14078.800000 sec): 3 clusters
  Score: Raw -8026126.838659 + Penalty 3619.111295 = -8022507.727364
  nChanged 408
		SP:Iteration 40F (14078.980000 sec): 3 clusters
  Score: Raw -8026197.000446 + Penalty 3619.111295 = -8022577.889151
  nChanged 430
		SP:Iteration 41Q (14079.160000 sec): 3 clusters
  Score: Raw -8026275.889407 + Penalty 3619.111295 = -8022656.778112
  nChanged 425
		SP:Iteration 42Q (14079.340000 sec): 3 clusters
  Score: Raw -8026355.537122 + Penalty 3619.111295 = -8022736.425826
  nChanged 435
		SP:Iteration 43Q (14079.510000 sec): 3 clusters
  Score: Raw -8026428.706661 + Penalty 3619.111295 = -8022809.595365
  nChanged 392
		SP:Iteration 44Q (14079.690000 sec): 3 clusters
  Score: Raw -8026489.771560 + Penalty 3619.111295 = -8022870.660264
  nChanged 364
		SP:Iteration 45Q (14079.860000 sec): 3 clusters
  Score: Raw -8026537.770186 + Penalty 3619.111295 = -8022918.658891
  nChanged 310
		SP:Iteration 46Q (14080.040000 sec): 3 clusters
  Score: Raw -8026576.299809 + Penalty 3619.111295 = -8022957.188514
  nChanged 294
		SP:Iteration 47Q (14080.210000 sec): 3 clusters
  Score: Raw -8026607.476800 + Penalty 3619.111295 = -8022988.365505
  nChanged 268
		SP:Iteration 48Q (14080.380000 sec): 3 clusters
  Score: Raw -8026633.786366 + Penalty 3619.111295 = -8023014.675070
  nChanged 220
		SP:Iteration 49Q (14080.560000 sec): 3 clusters
  Score: Raw -8026654.772216 + Penalty 3619.111295 = -8023035.660920
  nChanged 218
		SP:Iteration 50Q (14080.740000 sec): 3 clusters
  Score: Raw -8026676.546441 + Penalty 3619.111295 = -8023057.435146
  nChanged 229
		SP:Iteration 51Q (14080.910000 sec): 3 clusters
  Score: Raw -8026699.085447 + Penalty 3619.111295 = -8023079.974151
  nChanged 206
		SP:Iteration 52Q (14081.080000 sec): 3 clusters
  Score: Raw -8026717.115385 + Penalty 3619.111295 = -8023098.004090
  nChanged 182
		SP:Iteration 53Q (14081.250000 sec): 3 clusters
  Score: Raw -8026731.782202 + Penalty 3619.111295 = -8023112.670906
  nChanged 167
		SP:Iteration 54Q (14081.430000 sec): 3 clusters
  Score: Raw -8026743.400814 + Penalty 3619.111295 = -8023124.289519
  nChanged 154
		SP:Iteration 55Q (14081.600000 sec): 3 clusters
  Score: Raw -8026753.185298 + Penalty 3619.111295 = -8023134.074003
  nChanged 135
		SP:Iteration 56Q (14081.780000 sec): 3 clusters
  Score: Raw -8026760.975053 + Penalty 3619.111295 = -8023141.863758
  nChanged 110
		SP:Iteration 57Q (14081.950000 sec): 3 clusters
  Score: Raw -8026766.078833 + Penalty 3619.111295 = -8023146.967538
  nChanged 95
		SP:Iteration 58Q (14082.120000 sec): 3 clusters
  Score: Raw -8026770.033492 + Penalty 3619.111295 = -8023150.922196
  nChanged 99
		SP:Iteration 59Q (14082.300000 sec): 3 clusters
  Score: Raw -8026774.448686 + Penalty 3619.111295 = -8023155.337391
  nChanged 85
		SP:Iteration 60F (14082.480000 sec): 3 clusters
  Score: Raw -8026778.124898 + Penalty 3619.111295 = -8023159.013603
  nChanged 76
		SP:Iteration 61Q (14082.660000 sec): 3 clusters
  Score: Raw -8026781.095804 + Penalty 3619.111295 = -8023161.984508
  nChanged 79
		SP:Iteration 62Q (14082.830000 sec): 3 clusters
  Score: Raw -8026784.857210 + Penalty 3619.111295 = -8023165.745915
  nChanged 87
		SP:Iteration 63Q (14083.000000 sec): 3 clusters
  Score: Raw -8026788.564391 + Penalty 3619.111295 = -8023169.453096
  nChanged 71
		SP:Iteration 64Q (14083.180000 sec): 3 clusters
  Score: Raw -8026790.818902 + Penalty 3619.111295 = -8023171.707606
  nChanged 59
		SP:Iteration 65Q (14083.350000 sec): 3 clusters
  Score: Raw -8026792.677519 + Penalty 3619.111295 = -8023173.566224
  nChanged 40
		SP:Iteration 66Q (14083.530000 sec): 3 clusters
  Score: Raw -8026793.852209 + Penalty 3619.111295 = -8023174.740914
  nChanged 34
		SP:Iteration 67Q (14083.700000 sec): 3 clusters
  Score: Raw -8026794.654957 + Penalty 3619.111295 = -8023175.543662
  nChanged 29
		SP:Iteration 68Q (14083.880000 sec): 3 clusters
  Score: Raw -8026795.261376 + Penalty 3619.111295 = -8023176.150080
  nChanged 27
		SP:Iteration 69Q (14084.060000 sec): 3 clusters
  Score: Raw -8026795.892905 + Penalty 3619.111295 = -8023176.781610
  nChanged 31
		SP:Iteration 70Q (14084.230000 sec): 3 clusters
  Score: Raw -8026796.820100 + Penalty 3619.111295 = -8023177.708805
  nChanged 26
		SP:Iteration 71Q (14084.410000 sec): 3 clusters
  Score: Raw -8026797.372942 + Penalty 3619.111295 = -8023178.261646
  nChanged 17
		SP:Iteration 72Q (14084.580000 sec): 3 clusters
  Score: Raw -8026797.731024 + Penalty 3619.111295 = -8023178.619729
  nChanged 21
		SP:Iteration 73Q (14084.760000 sec): 3 clusters
  Score: Raw -8026798.078132 + Penalty 3619.111295 = -8023178.966836
  nChanged 13
		SP:Iteration 74Q (14084.930000 sec): 3 clusters
  Score: Raw -8026798.267758 + Penalty 3619.111295 = -8023179.156462
  nChanged 11
		SP:Iteration 75Q (14085.100000 sec): 3 clusters
  Score: Raw -8026798.448266 + Penalty 3619.111295 = -8023179.336971
  nChanged 8
		SP:Iteration 76Q (14085.280000 sec): 3 clusters
  Score: Raw -8026798.559906 + Penalty 3619.111295 = -8023179.448611
  nChanged 3
		SP:Iteration 77Q (14085.450000 sec): 3 clusters
  Score: Raw -8026798.591423 + Penalty 3619.111295 = -8023179.480128
  nChanged 3
		SP:Iteration 78Q (14085.620000 sec): 3 clusters
  Score: Raw -8026798.641627 + Penalty 3619.111295 = -8023179.530332
  nChanged 6
		SP:Iteration 79Q (14085.800000 sec): 3 clusters
  Score: Raw -8026798.704258 + Penalty 3619.111295 = -8023179.592963
  nChanged 3
		SP:Iteration 80F (14085.980000 sec): 3 clusters
  Score: Raw -8026798.761022 + Penalty 3619.111295 = -8023179.649727
  nChanged 3
		SP:Iteration 81Q (14086.160000 sec): 3 clusters
  Score: Raw -8026798.787815 + Penalty 3619.111295 = -8023179.676520
  nChanged 3
		SP:Iteration 82Q (14086.340000 sec): 3 clusters
  Score: Raw -8026798.856102 + Penalty 3619.111295 = -8023179.744807
  nChanged 7
		SP:Iteration 83Q (14086.510000 sec): 3 clusters
  Score: Raw -8026798.988516 + Penalty 3619.111295 = -8023179.877220
  nChanged 8
		SP:Iteration 84Q (14086.690000 sec): 3 clusters
  Score: Raw -8026799.067437 + Penalty 3619.111295 = -8023179.956142
  nChanged 4
		SP:Iteration 85Q (14086.860000 sec): 3 clusters
  Score: Raw -8026799.129167 + Penalty 3619.111295 = -8023180.017872
  nChanged 5
		SP:Iteration 86Q (14087.040000 sec): 3 clusters
  Score: Raw -8026799.213956 + Penalty 3619.111295 = -8023180.102660
  nChanged 4
		SP:Iteration 87Q (14087.210000 sec): 3 clusters
  Score: Raw -8026799.292838 + Penalty 3619.111295 = -8023180.181543
  nChanged 4
		SP:Iteration 88Q (14087.380000 sec): 3 clusters
  Score: Raw -8026799.354938 + Penalty 3619.111295 = -8023180.243642
  nChanged 5
		SP:Iteration 89Q (14087.560000 sec): 3 clusters
  Score: Raw -8026799.437695 + Penalty 3619.111295 = -8023180.326400
  nChanged 8
		SP:Iteration 90Q (14087.740000 sec): 3 clusters
  Score: Raw -8026799.551117 + Penalty 3619.111295 = -8023180.439822
  nChanged 5
		SP:Iteration 91Q (14087.910000 sec): 3 clusters
  Score: Raw -8026799.629798 + Penalty 3619.111295 = -8023180.518502
  nChanged 4
		SP:Iteration 92Q (14088.080000 sec): 3 clusters
  Score: Raw -8026799.710914 + Penalty 3619.111295 = -8023180.599619
  nChanged 7
		SP:Iteration 93Q (14088.260000 sec): 3 clusters
  Score: Raw -8026799.835544 + Penalty 3619.111295 = -8023180.724249
  nChanged 9
		SP:Iteration 94Q (14088.440000 sec): 3 clusters
  Score: Raw -8026800.055427 + Penalty 3619.111295 = -8023180.944132
  nChanged 13
		SP:Iteration 95Q (14088.610000 sec): 3 clusters
  Score: Raw -8026800.331987 + Penalty 3619.111295 = -8023181.220692
  nChanged 8
		SP:Iteration 96Q (14088.780000 sec): 3 clusters
  Score: Raw -8026800.443142 + Penalty 3619.111295 = -8023181.331846
  nChanged 4
		SP:Iteration 97Q (14088.960000 sec): 3 clusters
  Score: Raw -8026800.493865 + Penalty 3619.111295 = -8023181.382570
  nChanged 6
		SP:Iteration 98Q (14089.130000 sec): 3 clusters
  Score: Raw -8026800.617106 + Penalty 3619.111295 = -8023181.505811
  nChanged 5
		SP:Iteration 99Q (14089.310000 sec): 3 clusters
  Score: Raw -8026800.706937 + Penalty 3619.111295 = -8023181.595641
  nChanged 8
		SP:Iteration 100F (14089.490000 sec): 3 clusters
  Score: Raw -8026800.813929 + Penalty 3619.111295 = -8023181.702634
  nChanged 4
		SP:Iteration 101Q (14089.670000 sec): 3 clusters
  Score: Raw -8026800.845413 + Penalty 3619.111295 = -8023181.734117
  nChanged 1
		SP:Iteration 102Q (14089.840000 sec): 3 clusters
  Score: Raw -8026800.860130 + Penalty 3619.111295 = -8023181.748834
  nChanged 2
		SP:Iteration 103Q (14090.020000 sec): 3 clusters
  Score: Raw -8026800.885870 + Penalty 3619.111295 = -8023181.774575
  nChanged 1
		SP:Iteration 104Q (14090.190000 sec): 3 clusters
  Score: Raw -8026800.897917 + Penalty 3619.111295 = -8023181.786622
  nChanged 1
		SP:Iteration 105Q (14090.370000 sec): 3 clusters
  Score: Raw -8026800.907458 + Penalty 3619.111295 = -8023181.796163
  nChanged 0
		SP:Iteration 106F (14090.550000 sec): 3 clusters
  Score: Raw -8026800.907458 + Penalty 3619.111295 = -8023181.796163
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14090.600000 sec): 2 clusters
  Score: Raw -742238.870278 + Penalty 1425.498818 = -740813.371460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14090.620000 sec): 3 clusters
  Score: Raw -738693.293214 + Penalty 2850.997636 = -735842.295578
  nChanged 2698
		SP:Iteration 1F (14090.640000 sec): 3 clusters
  Score: Raw -740139.991323 + Penalty 2850.997636 = -737288.993687
  nChanged 433
		SP:Iteration 2F (14090.650000 sec): 3 clusters
  Score: Raw -740336.765183 + Penalty 2850.997636 = -737485.767547
  nChanged 344
		SP:Iteration 3F (14090.670000 sec): 3 clusters
  Score: Raw -740511.007466 + Penalty 2850.997636 = -737660.009831
  nChanged 308
		SP:Iteration 4Q (14090.680000 sec): 3 clusters
  Score: Raw -740660.160520 + Penalty 2850.997636 = -737809.162884
  nChanged 294
		SP:Iteration 5Q (14090.700000 sec): 3 clusters
  Score: Raw -740806.493941 + Penalty 2850.997636 = -737955.496305
  nChanged 308
		SP:Iteration 6Q (14090.720000 sec): 3 clusters
  Score: Raw -740988.892409 + Penalty 2850.997636 = -738137.894773
  nChanged 295
		SP:Iteration 7Q (14090.730000 sec): 3 clusters
  Score: Raw -741167.598624 + Penalty 2850.997636 = -738316.600988
  nChanged 286
		SP:Iteration 8Q (14090.750000 sec): 3 clusters
  Score: Raw -741352.077070 + Penalty 2850.997636 = -738501.079434
  nChanged 272
		SP:Iteration 9Q (14090.770000 sec): 3 clusters
  Score: Raw -741531.014192 + Penalty 2850.997636 = -738680.016556
  nChanged 252
		SP:Iteration 10Q (14090.780000 sec): 3 clusters
  Score: Raw -741699.997283 + Penalty 2850.997636 = -738848.999648
  nChanged 196
		SP:Iteration 11Q (14090.800000 sec): 3 clusters
  Score: Raw -741844.004689 + Penalty 2850.997636 = -738993.007053
  nChanged 195
		SP:Iteration 12Q (14090.820000 sec): 3 clusters
  Score: Raw -741990.653926 + Penalty 2850.997636 = -739139.656290
  nChanged 135
		SP:Iteration 13Q (14090.830000 sec): 3 clusters
  Score: Raw -742100.687279 + Penalty 2850.997636 = -739249.689643
  nChanged 87
		SP:Iteration 14Q (14090.850000 sec): 3 clusters
  Score: Raw -742173.344374 + Penalty 2850.997636 = -739322.346738
  nChanged 64
		SP:Iteration 15Q (14090.860000 sec): 3 clusters
  Score: Raw -742232.553259 + Penalty 2850.997636 = -739381.555624
  nChanged 44
		SP:Iteration 16Q (14090.880000 sec): 3 clusters
  Score: Raw -742266.504376 + Penalty 2850.997636 = -739415.506740
  nChanged 30
		SP:Iteration 17Q (14090.890000 sec): 3 clusters
  Score: Raw -742298.902677 + Penalty 2850.997636 = -739447.905042
  nChanged 23
		SP:Iteration 18Q (14090.900000 sec): 3 clusters
  Score: Raw -742326.185047 + Penalty 2850.997636 = -739475.187411
  nChanged 15
		SP:Iteration 19Q (14090.920000 sec): 3 clusters
  Score: Raw -742338.722084 + Penalty 2850.997636 = -739487.724448
  nChanged 9
		SP:Iteration 20F (14090.940000 sec): 3 clusters
  Score: Raw -742348.347371 + Penalty 2850.997636 = -739497.349735
  nChanged 10
		SP:Iteration 21Q (14090.950000 sec): 3 clusters
  Score: Raw -742358.727190 + Penalty 2850.997636 = -739507.729554
  nChanged 5
		SP:Iteration 22Q (14090.960000 sec): 3 clusters
  Score: Raw -742367.004924 + Penalty 2850.997636 = -739516.007288
  nChanged 4
		SP:Iteration 23Q (14090.980000 sec): 3 clusters
  Score: Raw -742371.936014 + Penalty 2850.997636 = -739520.938378
  nChanged 6
		SP:Iteration 24Q (14090.990000 sec): 3 clusters
  Score: Raw -742379.225460 + Penalty 2850.997636 = -739528.227824
  nChanged 3
		SP:Iteration 25Q (14091.000000 sec): 3 clusters
  Score: Raw -742382.538584 + Penalty 2850.997636 = -739531.540948
  nChanged 1
		SP:Iteration 26Q (14091.020000 sec): 3 clusters
  Score: Raw -742382.923740 + Penalty 2850.997636 = -739531.926104
  nChanged 0
		SP:Iteration 27F (14091.030000 sec): 3 clusters
  Score: Raw -742382.923740 + Penalty 2850.997636 = -739531.926104
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14091.080000 sec): 2 clusters
  Score: Raw -1729799.440071 + Penalty 1554.313035 = -1728245.127036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14091.110000 sec): 3 clusters
  Score: Raw -1721461.967366 + Penalty 3108.626070 = -1718353.341296
  nChanged 6239
		SP:Iteration 1F (14091.150000 sec): 3 clusters
  Score: Raw -1724723.137774 + Penalty 3108.626070 = -1721614.511704
  nChanged 765
		SP:Iteration 2F (14091.180000 sec): 3 clusters
  Score: Raw -1725006.349837 + Penalty 3108.626070 = -1721897.723766
  nChanged 690
		SP:Iteration 3Q (14091.220000 sec): 3 clusters
  Score: Raw -1725295.300393 + Penalty 3108.626070 = -1722186.674322
  nChanged 689
		SP:Iteration 4Q (14091.260000 sec): 3 clusters
  Score: Raw -1725607.512941 + Penalty 3108.626070 = -1722498.886870
  nChanged 730
		SP:Iteration 5F (14091.300000 sec): 3 clusters
  Score: Raw -1725994.084706 + Penalty 3108.626070 = -1722885.458635
  nChanged 842
		SP:Iteration 6F (14091.330000 sec): 3 clusters
  Score: Raw -1726537.651695 + Penalty 3108.626070 = -1723429.025625
  nChanged 905
		SP:Iteration 7F (14091.370000 sec): 3 clusters
  Score: Raw -1727205.422111 + Penalty 3108.626070 = -1724096.796041
  nChanged 915
		SP:Iteration 8F (14091.400000 sec): 3 clusters
  Score: Raw -1728002.321396 + Penalty 3108.626070 = -1724893.695325
  nChanged 836
		SP:Iteration 9F (14091.440000 sec): 3 clusters
  Score: Raw -1728815.848488 + Penalty 3108.626070 = -1725707.222417
  nChanged 564
		SP:Iteration 10Q (14091.480000 sec): 3 clusters
  Score: Raw -1729400.324718 + Penalty 3108.626070 = -1726291.698648
  nChanged 307
		SP:Iteration 11Q (14091.510000 sec): 3 clusters
  Score: Raw -1729727.339556 + Penalty 3108.626070 = -1726618.713485
  nChanged 152
		SP:Iteration 12Q (14091.540000 sec): 3 clusters
  Score: Raw -1729916.765305 + Penalty 3108.626070 = -1726808.139234
  nChanged 77
		SP:Iteration 13Q (14091.570000 sec): 3 clusters
  Score: Raw -1730025.543409 + Penalty 3108.626070 = -1726916.917339
  nChanged 44
		SP:Iteration 14Q (14091.590000 sec): 3 clusters
  Score: Raw -1730080.680189 + Penalty 3108.626070 = -1726972.054119
  nChanged 23
		SP:Iteration 15Q (14091.620000 sec): 3 clusters
  Score: Raw -1730105.425519 + Penalty 3108.626070 = -1726996.799448
  nChanged 11
		SP:Iteration 16Q (14091.640000 sec): 3 clusters
  Score: Raw -1730114.293317 + Penalty 3108.626070 = -1727005.667247
  nChanged 11
		SP:Iteration 17Q (14091.670000 sec): 3 clusters
  Score: Raw -1730125.076275 + Penalty 3108.626070 = -1727016.450204
  nChanged 5
		SP:Iteration 18Q (14091.700000 sec): 3 clusters
  Score: Raw -1730127.465594 + Penalty 3108.626070 = -1727018.839524
  nChanged 3
		SP:Iteration 19Q (14091.720000 sec): 3 clusters
  Score: Raw -1730131.570653 + Penalty 3108.626070 = -1727022.944583
  nChanged 4
		SP:Iteration 20F (14091.760000 sec): 3 clusters
  Score: Raw -1730133.995441 + Penalty 3108.626070 = -1727025.369371
  nChanged 2
		SP:Iteration 21Q (14091.780000 sec): 3 clusters
  Score: Raw -1730135.546805 + Penalty 3108.626070 = -1727026.920735
  nChanged 1
		SP:Iteration 22Q (14091.810000 sec): 3 clusters
  Score: Raw -1730137.563466 + Penalty 3108.626070 = -1727028.937395
  nChanged 3
		SP:Iteration 23Q (14091.830000 sec): 3 clusters
  Score: Raw -1730139.770478 + Penalty 3108.626070 = -1727031.144407
  nChanged 3
		SP:Iteration 24Q (14091.860000 sec): 3 clusters
  Score: Raw -1730141.287415 + Penalty 3108.626070 = -1727032.661345
  nChanged 2
		SP:Iteration 25Q (14091.880000 sec): 3 clusters
  Score: Raw -1730142.282024 + Penalty 3108.626070 = -1727033.655954
  nChanged 0
		SP:Iteration 26F (14091.920000 sec): 3 clusters
  Score: Raw -1730142.282024 + Penalty 3108.626070 = -1727033.655954
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14091.930000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14091.940000 sec): 3 clusters
  Score: Raw -131052.354550 + Penalty 2324.232776 = -128728.121775
  nChanged 423
		SP:Iteration 1F (14091.940000 sec): 3 clusters
  Score: Raw -131510.021779 + Penalty 2324.232776 = -129185.789003
  nChanged 135
		SP:Iteration 2F (14091.940000 sec): 3 clusters
  Score: Raw -131706.585226 + Penalty 2324.232776 = -129382.352450
  nChanged 67
		SP:Iteration 3F (14091.940000 sec): 3 clusters
  Score: Raw -131823.955582 + Penalty 2324.232776 = -129499.722806
  nChanged 54
		SP:Iteration 4Q (14091.950000 sec): 3 clusters
  Score: Raw -131887.170770 + Penalty 2324.232776 = -129562.937994
  nChanged 32
		SP:Iteration 5Q (14091.950000 sec): 3 clusters
  Score: Raw -131921.066285 + Penalty 2324.232776 = -129596.833509
  nChanged 24
		SP:Iteration 6Q (14091.960000 sec): 3 clusters
  Score: Raw -131955.586621 + Penalty 2324.232776 = -129631.353845
  nChanged 23
		SP:Iteration 7Q (14091.960000 sec): 3 clusters
  Score: Raw -131983.409713 + Penalty 2324.232776 = -129659.176937
  nChanged 20
		SP:Iteration 8Q (14091.960000 sec): 3 clusters
  Score: Raw -132009.168717 + Penalty 2324.232776 = -129684.935941
  nChanged 13
		SP:Iteration 9Q (14091.960000 sec): 3 clusters
  Score: Raw -132022.398823 + Penalty 2324.232776 = -129698.166047
  nChanged 9
		SP:Iteration 10Q (14091.970000 sec): 3 clusters
  Score: Raw -132029.610763 + Penalty 2324.232776 = -129705.377987
  nChanged 3
		SP:Iteration 11Q (14091.970000 sec): 3 clusters
  Score: Raw -132031.128567 + Penalty 2324.232776 = -129706.895792
  nChanged 2
		SP:Iteration 12Q (14091.970000 sec): 3 clusters
  Score: Raw -132032.626602 + Penalty 2324.232776 = -129708.393827
  nChanged 1
		SP:Iteration 13Q (14091.980000 sec): 3 clusters
  Score: Raw -132032.862741 + Penalty 2324.232776 = -129708.629965
  nChanged 0
		SP:Iteration 14F (14091.990000 sec): 3 clusters
  Score: Raw -132032.862741 + Penalty 2324.232776 = -129708.629965
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (14893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14092.030000 sec): 2 clusters
  Score: Raw -1710797.434990 + Penalty 1561.405070 = -1709236.029920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14092.070000 sec): 3 clusters
  Score: Raw -1702130.012652 + Penalty 3122.810139 = -1699007.202513
  nChanged 6546
		SP:Iteration 1F (14092.110000 sec): 3 clusters
  Score: Raw -1705621.458597 + Penalty 3122.810139 = -1702498.648457
  nChanged 779
		SP:Iteration 2F (14092.150000 sec): 3 clusters
  Score: Raw -1705930.573871 + Penalty 3122.810139 = -1702807.763731
  nChanged 724
		SP:Iteration 3Q (14092.190000 sec): 3 clusters
  Score: Raw -1706206.121245 + Penalty 3122.810139 = -1703083.311105
  nChanged 675
		SP:Iteration 4Q (14092.230000 sec): 3 clusters
  Score: Raw -1706449.866816 + Penalty 3122.810139 = -1703327.056677
  nChanged 598
		SP:Iteration 5Q (14092.270000 sec): 3 clusters
  Score: Raw -1706684.390563 + Penalty 3122.810139 = -1703561.580424
  nChanged 566
		SP:Iteration 6Q (14092.310000 sec): 3 clusters
  Score: Raw -1706931.534396 + Penalty 3122.810139 = -1703808.724257
  nChanged 566
		SP:Iteration 7Q (14092.350000 sec): 3 clusters
  Score: Raw -1707192.726142 + Penalty 3122.810139 = -1704069.916002
  nChanged 591
		SP:Iteration 8Q (14092.390000 sec): 3 clusters
  Score: Raw -1707491.793975 + Penalty 3122.810139 = -1704368.983836
  nChanged 602
		SP:Iteration 9Q (14092.420000 sec): 3 clusters
  Score: Raw -1707828.817998 + Penalty 3122.810139 = -1704706.007858
  nChanged 622
		SP:Iteration 10Q (14092.460000 sec): 3 clusters
  Score: Raw -1708132.682447 + Penalty 3122.810139 = -1705009.872308
  nChanged 516
		SP:Iteration 11Q (14092.500000 sec): 3 clusters
  Score: Raw -1708377.239927 + Penalty 3122.810139 = -1705254.429788
  nChanged 457
		SP:Iteration 12Q (14092.540000 sec): 3 clusters
  Score: Raw -1708559.083270 + Penalty 3122.810139 = -1705436.273130
  nChanged 393
		SP:Iteration 13Q (14092.580000 sec): 3 clusters
  Score: Raw -1708707.343554 + Penalty 3122.810139 = -1705584.533414
  nChanged 345
		SP:Iteration 14Q (14092.610000 sec): 3 clusters
  Score: Raw -1708821.217044 + Penalty 3122.810139 = -1705698.406905
  nChanged 282
		SP:Iteration 15Q (14092.650000 sec): 3 clusters
  Score: Raw -1708895.837184 + Penalty 3122.810139 = -1705773.027044
  nChanged 206
		SP:Iteration 16Q (14092.690000 sec): 3 clusters
  Score: Raw -1708950.737674 + Penalty 3122.810139 = -1705827.927535
  nChanged 201
		SP:Iteration 17Q (14092.730000 sec): 3 clusters
  Score: Raw -1708994.573293 + Penalty 3122.810139 = -1705871.763153
  nChanged 158
		SP:Iteration 18Q (14092.770000 sec): 3 clusters
  Score: Raw -1709027.262248 + Penalty 3122.810139 = -1705904.452109
  nChanged 142
		SP:Iteration 19Q (14092.810000 sec): 3 clusters
  Score: Raw -1709059.229743 + Penalty 3122.810139 = -1705936.419604
  nChanged 134
		SP:Iteration 20F (14092.840000 sec): 3 clusters
  Score: Raw -1709082.724921 + Penalty 3122.810139 = -1705959.914782
  nChanged 103
		SP:Iteration 21Q (14092.880000 sec): 3 clusters
  Score: Raw -1709101.811336 + Penalty 3122.810139 = -1705979.001197
  nChanged 104
		SP:Iteration 22Q (14092.920000 sec): 3 clusters
  Score: Raw -1709120.321486 + Penalty 3122.810139 = -1705997.511347
  nChanged 91
		SP:Iteration 23Q (14092.960000 sec): 3 clusters
  Score: Raw -1709137.394038 + Penalty 3122.810139 = -1706014.583898
  nChanged 88
		SP:Iteration 24Q (14092.990000 sec): 3 clusters
  Score: Raw -1709153.332767 + Penalty 3122.810139 = -1706030.522627
  nChanged 87
		SP:Iteration 25Q (14093.030000 sec): 3 clusters
  Score: Raw -1709166.640960 + Penalty 3122.810139 = -1706043.830821
  nChanged 74
		SP:Iteration 26Q (14093.070000 sec): 3 clusters
  Score: Raw -1709177.895761 + Penalty 3122.810139 = -1706055.085622
  nChanged 66
		SP:Iteration 27Q (14093.110000 sec): 3 clusters
  Score: Raw -1709188.952786 + Penalty 3122.810139 = -1706066.142647
  nChanged 62
		SP:Iteration 28Q (14093.140000 sec): 3 clusters
  Score: Raw -1709200.542672 + Penalty 3122.810139 = -1706077.732533
  nChanged 85
		SP:Iteration 29Q (14093.180000 sec): 3 clusters
  Score: Raw -1709216.365689 + Penalty 3122.810139 = -1706093.555550
  nChanged 80
		SP:Iteration 30Q (14093.220000 sec): 3 clusters
  Score: Raw -1709231.517994 + Penalty 3122.810139 = -1706108.707854
  nChanged 79
		SP:Iteration 31Q (14093.250000 sec): 3 clusters
  Score: Raw -1709248.331264 + Penalty 3122.810139 = -1706125.521124
  nChanged 97
		SP:Iteration 32Q (14093.290000 sec): 3 clusters
  Score: Raw -1709270.630637 + Penalty 3122.810139 = -1706147.820497
  nChanged 119
		SP:Iteration 33Q (14093.330000 sec): 3 clusters
  Score: Raw -1709297.711059 + Penalty 3122.810139 = -1706174.900920
  nChanged 119
		SP:Iteration 34Q (14093.370000 sec): 3 clusters
  Score: Raw -1709324.915723 + Penalty 3122.810139 = -1706202.105583
  nChanged 96
		SP:Iteration 35Q (14093.400000 sec): 3 clusters
  Score: Raw -1709343.652624 + Penalty 3122.810139 = -1706220.842485
  nChanged 91
		SP:Iteration 36Q (14093.440000 sec): 3 clusters
  Score: Raw -1709362.000831 + Penalty 3122.810139 = -1706239.190692
  nChanged 93
		SP:Iteration 37Q (14093.470000 sec): 3 clusters
  Score: Raw -1709382.926298 + Penalty 3122.810139 = -1706260.116158
  nChanged 98
		SP:Iteration 38Q (14093.510000 sec): 3 clusters
  Score: Raw -1709406.164793 + Penalty 3122.810139 = -1706283.354653
  nChanged 96
		SP:Iteration 39Q (14093.540000 sec): 3 clusters
  Score: Raw -1709428.669884 + Penalty 3122.810139 = -1706305.859745
  nChanged 92
		SP:Iteration 40F (14093.580000 sec): 3 clusters
  Score: Raw -1709452.751033 + Penalty 3122.810139 = -1706329.940893
  nChanged 98
		SP:Iteration 41Q (14093.620000 sec): 3 clusters
  Score: Raw -1709476.286307 + Penalty 3122.810139 = -1706353.476167
  nChanged 114
		SP:Iteration 42Q (14093.650000 sec): 3 clusters
  Score: Raw -1709504.395748 + Penalty 3122.810139 = -1706381.585609
  nChanged 122
		SP:Iteration 43Q (14093.690000 sec): 3 clusters
  Score: Raw -1709539.175190 + Penalty 3122.810139 = -1706416.365050
  nChanged 138
		SP:Iteration 44Q (14093.720000 sec): 3 clusters
  Score: Raw -1709578.841268 + Penalty 3122.810139 = -1706456.031129
  nChanged 134
		SP:Iteration 45Q (14093.750000 sec): 3 clusters
  Score: Raw -1709617.491634 + Penalty 3122.810139 = -1706494.681495
  nChanged 128
		SP:Iteration 46Q (14093.790000 sec): 3 clusters
  Score: Raw -1709656.345761 + Penalty 3122.810139 = -1706533.535622
  nChanged 137
		SP:Iteration 47Q (14093.830000 sec): 3 clusters
  Score: Raw -1709707.478423 + Penalty 3122.810139 = -1706584.668284
  nChanged 162
		SP:Iteration 48Q (14093.860000 sec): 3 clusters
  Score: Raw -1709766.888024 + Penalty 3122.810139 = -1706644.077884
  nChanged 159
		SP:Iteration 49Q (14093.890000 sec): 3 clusters
  Score: Raw -1709822.040739 + Penalty 3122.810139 = -1706699.230599
  nChanged 133
		SP:Iteration 50Q (14093.930000 sec): 3 clusters
  Score: Raw -1709859.342468 + Penalty 3122.810139 = -1706736.532328
  nChanged 114
		SP:Iteration 51Q (14093.960000 sec): 3 clusters
  Score: Raw -1709895.294453 + Penalty 3122.810139 = -1706772.484313
  nChanged 130
		SP:Iteration 52Q (14093.990000 sec): 3 clusters
  Score: Raw -1709937.481407 + Penalty 3122.810139 = -1706814.671267
  nChanged 131
		SP:Iteration 53Q (14094.030000 sec): 3 clusters
  Score: Raw -1709984.468870 + Penalty 3122.810139 = -1706861.658731
  nChanged 143
		SP:Iteration 54Q (14094.060000 sec): 3 clusters
  Score: Raw -1710030.206190 + Penalty 3122.810139 = -1706907.396051
  nChanged 137
		SP:Iteration 55Q (14094.100000 sec): 3 clusters
  Score: Raw -1710073.822155 + Penalty 3122.810139 = -1706951.012015
  nChanged 132
		SP:Iteration 56Q (14094.130000 sec): 3 clusters
  Score: Raw -1710111.381685 + Penalty 3122.810139 = -1706988.571545
  nChanged 110
		SP:Iteration 57Q (14094.170000 sec): 3 clusters
  Score: Raw -1710147.995195 + Penalty 3122.810139 = -1707025.185056
  nChanged 119
		SP:Iteration 58Q (14094.210000 sec): 3 clusters
  Score: Raw -1710191.968528 + Penalty 3122.810139 = -1707069.158389
  nChanged 123
		SP:Iteration 59Q (14094.240000 sec): 3 clusters
  Score: Raw -1710238.034802 + Penalty 3122.810139 = -1707115.224663
  nChanged 110
		SP:Iteration 60F (14094.280000 sec): 3 clusters
  Score: Raw -1710278.588058 + Penalty 3122.810139 = -1707155.777918
  nChanged 111
		SP:Iteration 61Q (14094.310000 sec): 3 clusters
  Score: Raw -1710311.459035 + Penalty 3122.810139 = -1707188.648895
  nChanged 101
		SP:Iteration 62Q (14094.350000 sec): 3 clusters
  Score: Raw -1710336.031475 + Penalty 3122.810139 = -1707213.221335
  nChanged 81
		SP:Iteration 63Q (14094.380000 sec): 3 clusters
  Score: Raw -1710356.653776 + Penalty 3122.810139 = -1707233.843637
  nChanged 72
		SP:Iteration 64Q (14094.410000 sec): 3 clusters
  Score: Raw -1710374.188042 + Penalty 3122.810139 = -1707251.377903
  nChanged 74
		SP:Iteration 65Q (14094.450000 sec): 3 clusters
  Score: Raw -1710395.845259 + Penalty 3122.810139 = -1707273.035120
  nChanged 74
		SP:Iteration 66Q (14094.480000 sec): 3 clusters
  Score: Raw -1710412.979164 + Penalty 3122.810139 = -1707290.169024
  nChanged 72
		SP:Iteration 67Q (14094.510000 sec): 3 clusters
  Score: Raw -1710431.137469 + Penalty 3122.810139 = -1707308.327330
  nChanged 63
		SP:Iteration 68Q (14094.550000 sec): 3 clusters
  Score: Raw -1710447.745485 + Penalty 3122.810139 = -1707324.935345
  nChanged 63
		SP:Iteration 69Q (14094.580000 sec): 3 clusters
  Score: Raw -1710464.580908 + Penalty 3122.810139 = -1707341.770768
  nChanged 65
		SP:Iteration 70Q (14094.610000 sec): 3 clusters
  Score: Raw -1710480.992013 + Penalty 3122.810139 = -1707358.181874
  nChanged 68
		SP:Iteration 71Q (14094.640000 sec): 3 clusters
  Score: Raw -1710499.532137 + Penalty 3122.810139 = -1707376.721998
  nChanged 65
		SP:Iteration 72Q (14094.670000 sec): 3 clusters
  Score: Raw -1710516.764106 + Penalty 3122.810139 = -1707393.953967
  nChanged 71
		SP:Iteration 73Q (14094.700000 sec): 3 clusters
  Score: Raw -1710537.662145 + Penalty 3122.810139 = -1707414.852006
  nChanged 74
		SP:Iteration 74Q (14094.730000 sec): 3 clusters
  Score: Raw -1710558.084864 + Penalty 3122.810139 = -1707435.274724
  nChanged 58
		SP:Iteration 75Q (14094.770000 sec): 3 clusters
  Score: Raw -1710574.480742 + Penalty 3122.810139 = -1707451.670603
  nChanged 61
		SP:Iteration 76Q (14094.800000 sec): 3 clusters
  Score: Raw -1710590.385939 + Penalty 3122.810139 = -1707467.575800
  nChanged 53
		SP:Iteration 77Q (14094.830000 sec): 3 clusters
  Score: Raw -1710606.429291 + Penalty 3122.810139 = -1707483.619152
  nChanged 69
		SP:Iteration 78Q (14094.870000 sec): 3 clusters
  Score: Raw -1710629.569207 + Penalty 3122.810139 = -1707506.759067
  nChanged 70
		SP:Iteration 79Q (14094.900000 sec): 3 clusters
  Score: Raw -1710655.532932 + Penalty 3122.810139 = -1707532.722792
  nChanged 65
		SP:Iteration 80F (14094.930000 sec): 3 clusters
  Score: Raw -1710677.471707 + Penalty 3122.810139 = -1707554.661568
  nChanged 67
		SP:Iteration 81Q (14094.970000 sec): 3 clusters
  Score: Raw -1710701.413538 + Penalty 3122.810139 = -1707578.603398
  nChanged 78
		SP:Iteration 82Q (14095.000000 sec): 3 clusters
  Score: Raw -1710727.254238 + Penalty 3122.810139 = -1707604.444098
  nChanged 65
		SP:Iteration 83Q (14095.030000 sec): 3 clusters
  Score: Raw -1710745.671116 + Penalty 3122.810139 = -1707622.860977
  nChanged 56
		SP:Iteration 84Q (14095.060000 sec): 3 clusters
  Score: Raw -1710762.809663 + Penalty 3122.810139 = -1707639.999524
  nChanged 50
		SP:Iteration 85Q (14095.090000 sec): 3 clusters
  Score: Raw -1710777.562483 + Penalty 3122.810139 = -1707654.752344
  nChanged 43
		SP:Iteration 86Q (14095.130000 sec): 3 clusters
  Score: Raw -1710790.478022 + Penalty 3122.810139 = -1707667.667883
  nChanged 41
		SP:Iteration 87Q (14095.150000 sec): 3 clusters
  Score: Raw -1710802.093547 + Penalty 3122.810139 = -1707679.283407
  nChanged 32
		SP:Iteration 88Q (14095.190000 sec): 3 clusters
  Score: Raw -1710811.275809 + Penalty 3122.810139 = -1707688.465670
  nChanged 31
		SP:Iteration 89Q (14095.210000 sec): 3 clusters
  Score: Raw -1710823.308640 + Penalty 3122.810139 = -1707700.498500
  nChanged 37
		SP:Iteration 90Q (14095.250000 sec): 3 clusters
  Score: Raw -1710832.866444 + Penalty 3122.810139 = -1707710.056305
  nChanged 24
		SP:Iteration 91Q (14095.270000 sec): 3 clusters
  Score: Raw -1710840.421382 + Penalty 3122.810139 = -1707717.611242
  nChanged 21
		SP:Iteration 92Q (14095.310000 sec): 3 clusters
  Score: Raw -1710849.530672 + Penalty 3122.810139 = -1707726.720533
  nChanged 31
		SP:Iteration 93Q (14095.330000 sec): 3 clusters
  Score: Raw -1710859.035734 + Penalty 3122.810139 = -1707736.225595
  nChanged 30
		SP:Iteration 94Q (14095.360000 sec): 3 clusters
  Score: Raw -1710869.174056 + Penalty 3122.810139 = -1707746.363916
  nChanged 41
		SP:Iteration 95Q (14095.390000 sec): 3 clusters
  Score: Raw -1710883.334123 + Penalty 3122.810139 = -1707760.523984
  nChanged 42
		SP:Iteration 96Q (14095.420000 sec): 3 clusters
  Score: Raw -1710900.014299 + Penalty 3122.810139 = -1707777.204160
  nChanged 48
		SP:Iteration 97Q (14095.450000 sec): 3 clusters
  Score: Raw -1710918.938522 + Penalty 3122.810139 = -1707796.128383
  nChanged 53
		SP:Iteration 98Q (14095.480000 sec): 3 clusters
  Score: Raw -1710937.432198 + Penalty 3122.810139 = -1707814.622059
  nChanged 37
		SP:Iteration 99Q (14095.510000 sec): 3 clusters
  Score: Raw -1710949.672338 + Penalty 3122.810139 = -1707826.862199
  nChanged 36
		SP:Iteration 100F (14095.550000 sec): 3 clusters
  Score: Raw -1710963.911892 + Penalty 3122.810139 = -1707841.101753
  nChanged 32
		SP:Iteration 101Q (14095.580000 sec): 3 clusters
  Score: Raw -1710976.220929 + Penalty 3122.810139 = -1707853.410790
  nChanged 36
		SP:Iteration 102Q (14095.610000 sec): 3 clusters
  Score: Raw -1710989.932549 + Penalty 3122.810139 = -1707867.122409
  nChanged 30
		SP:Iteration 103Q (14095.630000 sec): 3 clusters
  Score: Raw -1711000.841277 + Penalty 3122.810139 = -1707878.031138
  nChanged 28
		SP:Iteration 104Q (14095.660000 sec): 3 clusters
  Score: Raw -1711011.782692 + Penalty 3122.810139 = -1707888.972553
  nChanged 23
		SP:Iteration 105Q (14095.690000 sec): 3 clusters
  Score: Raw -1711021.890528 + Penalty 3122.810139 = -1707899.080388
  nChanged 29
		SP:Iteration 106Q (14095.720000 sec): 3 clusters
  Score: Raw -1711032.306605 + Penalty 3122.810139 = -1707909.496465
  nChanged 25
		SP:Iteration 107Q (14095.750000 sec): 3 clusters
  Score: Raw -1711041.497292 + Penalty 3122.810139 = -1707918.687152
  nChanged 18
		SP:Iteration 108Q (14095.770000 sec): 3 clusters
  Score: Raw -1711048.886830 + Penalty 3122.810139 = -1707926.076690
  nChanged 20
		SP:Iteration 109Q (14095.800000 sec): 3 clusters
  Score: Raw -1711056.299824 + Penalty 3122.810139 = -1707933.489685
  nChanged 16
		SP:Iteration 110Q (14095.830000 sec): 3 clusters
  Score: Raw -1711060.929945 + Penalty 3122.810139 = -1707938.119806
  nChanged 11
		SP:Iteration 111Q (14095.860000 sec): 3 clusters
  Score: Raw -1711065.617221 + Penalty 3122.810139 = -1707942.807081
  nChanged 15
		SP:Iteration 112Q (14095.890000 sec): 3 clusters
  Score: Raw -1711072.771456 + Penalty 3122.810139 = -1707949.961316
  nChanged 16
		SP:Iteration 113Q (14095.910000 sec): 3 clusters
  Score: Raw -1711078.821512 + Penalty 3122.810139 = -1707956.011372
  nChanged 14
		SP:Iteration 114Q (14095.940000 sec): 3 clusters
  Score: Raw -1711083.796225 + Penalty 3122.810139 = -1707960.986085
  nChanged 18
		SP:Iteration 115Q (14095.970000 sec): 3 clusters
  Score: Raw -1711091.646028 + Penalty 3122.810139 = -1707968.835888
  nChanged 16
		SP:Iteration 116Q (14096.000000 sec): 3 clusters
  Score: Raw -1711098.597252 + Penalty 3122.810139 = -1707975.787112
  nChanged 12
		SP:Iteration 117Q (14096.030000 sec): 3 clusters
  Score: Raw -1711103.447161 + Penalty 3122.810139 = -1707980.637022
  nChanged 15
		SP:Iteration 118Q (14096.050000 sec): 3 clusters
  Score: Raw -1711108.633187 + Penalty 3122.810139 = -1707985.823047
  nChanged 13
		SP:Iteration 119Q (14096.080000 sec): 3 clusters
  Score: Raw -1711113.656911 + Penalty 3122.810139 = -1707990.846772
  nChanged 12
		SP:Iteration 120F (14096.120000 sec): 3 clusters
  Score: Raw -1711119.297735 + Penalty 3122.810139 = -1707996.487596
  nChanged 9
		SP:Iteration 121Q (14096.150000 sec): 3 clusters
  Score: Raw -1711121.939209 + Penalty 3122.810139 = -1707999.129070
  nChanged 9
		SP:Iteration 122Q (14096.170000 sec): 3 clusters
  Score: Raw -1711124.153512 + Penalty 3122.810139 = -1708001.343373
  nChanged 4
		SP:Iteration 123Q (14096.200000 sec): 3 clusters
  Score: Raw -1711125.455589 + Penalty 3122.810139 = -1708002.645449
  nChanged 1
		SP:Iteration 124Q (14096.230000 sec): 3 clusters
  Score: Raw -1711125.675228 + Penalty 3122.810139 = -1708002.865088
  nChanged 4
		SP:Iteration 125Q (14096.260000 sec): 3 clusters
  Score: Raw -1711126.793790 + Penalty 3122.810139 = -1708003.983650
  nChanged 3
		SP:Iteration 126Q (14096.290000 sec): 3 clusters
  Score: Raw -1711127.854410 + Penalty 3122.810139 = -1708005.044271
  nChanged 3
		SP:Iteration 127Q (14096.320000 sec): 3 clusters
  Score: Raw -1711129.011795 + Penalty 3122.810139 = -1708006.201655
  nChanged 4
		SP:Iteration 128Q (14096.350000 sec): 3 clusters
  Score: Raw -1711130.299713 + Penalty 3122.810139 = -1708007.489574
  nChanged 4
		SP:Iteration 129Q (14096.370000 sec): 3 clusters
  Score: Raw -1711131.911288 + Penalty 3122.810139 = -1708009.101148
  nChanged 4
		SP:Iteration 130Q (14096.400000 sec): 3 clusters
  Score: Raw -1711133.245058 + Penalty 3122.810139 = -1708010.434919
  nChanged 2
		SP:Iteration 131Q (14096.430000 sec): 3 clusters
  Score: Raw -1711134.138868 + Penalty 3122.810139 = -1708011.328729
  nChanged 8
		SP:Iteration 132Q (14096.460000 sec): 3 clusters
  Score: Raw -1711138.174175 + Penalty 3122.810139 = -1708015.364035
  nChanged 6
		SP:Iteration 133Q (14096.490000 sec): 3 clusters
  Score: Raw -1711140.216604 + Penalty 3122.810139 = -1708017.406464
  nChanged 2
		SP:Iteration 134Q (14096.510000 sec): 3 clusters
  Score: Raw -1711140.654965 + Penalty 3122.810139 = -1708017.844825
  nChanged 0
		SP:Iteration 135F (14096.550000 sec): 3 clusters
  Score: Raw -1711140.654965 + Penalty 3122.810139 = -1708017.844825
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14096.670000 sec): 2 clusters
  Score: Raw -4008208.936880 + Penalty 1699.691534 = -4006509.245346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14096.760000 sec): 3 clusters
  Score: Raw -3986333.694175 + Penalty 3399.383068 = -3982934.311107
  nChanged 16310
		SP:Iteration 1F (14096.850000 sec): 3 clusters
  Score: Raw -3995987.400462 + Penalty 3399.383068 = -3992588.017395
  nChanged 2018
		SP:Iteration 2F (14096.950000 sec): 3 clusters
  Score: Raw -3996955.557761 + Penalty 3399.383068 = -3993556.174693
  nChanged 2229
		SP:Iteration 3F (14097.040000 sec): 3 clusters
  Score: Raw -3998215.089666 + Penalty 3399.383068 = -3994815.706599
  nChanged 2463
		SP:Iteration 4F (14097.140000 sec): 3 clusters
  Score: Raw -3999740.944308 + Penalty 3399.383068 = -3996341.561241
  nChanged 2448
		SP:Iteration 5F (14097.230000 sec): 3 clusters
  Score: Raw -4001375.528137 + Penalty 3399.383068 = -3997976.145069
  nChanged 2268
		SP:Iteration 6F (14097.320000 sec): 3 clusters
  Score: Raw -4002887.513334 + Penalty 3399.383068 = -3999488.130266
  nChanged 1927
		SP:Iteration 7F (14097.410000 sec): 3 clusters
  Score: Raw -4004225.207423 + Penalty 3399.383068 = -4000825.824355
  nChanged 1600
		SP:Iteration 8Q (14097.510000 sec): 3 clusters
  Score: Raw -4005389.918933 + Penalty 3399.383068 = -4001990.535865
  nChanged 1285
		SP:Iteration 9Q (14097.600000 sec): 3 clusters
  Score: Raw -4006348.587176 + Penalty 3399.383068 = -4002949.204109
  nChanged 947
		SP:Iteration 10Q (14097.690000 sec): 3 clusters
  Score: Raw -4007091.247442 + Penalty 3399.383068 = -4003691.864374
  nChanged 668
		SP:Iteration 11Q (14097.790000 sec): 3 clusters
  Score: Raw -4007625.944023 + Penalty 3399.383068 = -4004226.560955
  nChanged 434
		SP:Iteration 12Q (14097.870000 sec): 3 clusters
  Score: Raw -4007955.360423 + Penalty 3399.383068 = -4004555.977355
  nChanged 267
		SP:Iteration 13Q (14097.950000 sec): 3 clusters
  Score: Raw -4008159.592326 + Penalty 3399.383068 = -4004760.209259
  nChanged 189
		SP:Iteration 14Q (14098.030000 sec): 3 clusters
  Score: Raw -4008287.524171 + Penalty 3399.383068 = -4004888.141103
  nChanged 99
		SP:Iteration 15Q (14098.100000 sec): 3 clusters
  Score: Raw -4008344.036060 + Penalty 3399.383068 = -4004944.652993
  nChanged 68
		SP:Iteration 16Q (14098.180000 sec): 3 clusters
  Score: Raw -4008386.254573 + Penalty 3399.383068 = -4004986.871505
  nChanged 44
		SP:Iteration 17Q (14098.250000 sec): 3 clusters
  Score: Raw -4008409.513007 + Penalty 3399.383068 = -4005010.129939
  nChanged 33
		SP:Iteration 18Q (14098.320000 sec): 3 clusters
  Score: Raw -4008424.909277 + Penalty 3399.383068 = -4005025.526209
  nChanged 34
		SP:Iteration 19Q (14098.380000 sec): 3 clusters
  Score: Raw -4008446.378532 + Penalty 3399.383068 = -4005046.995464
  nChanged 30
		SP:Iteration 20F (14098.480000 sec): 3 clusters
  Score: Raw -4008467.337198 + Penalty 3399.383068 = -4005067.954131
  nChanged 24
		SP:Iteration 21Q (14098.540000 sec): 3 clusters
  Score: Raw -4008483.705786 + Penalty 3399.383068 = -4005084.322718
  nChanged 23
		SP:Iteration 22Q (14098.610000 sec): 3 clusters
  Score: Raw -4008494.921827 + Penalty 3399.383068 = -4005095.538760
  nChanged 15
		SP:Iteration 23Q (14098.680000 sec): 3 clusters
  Score: Raw -4008501.728130 + Penalty 3399.383068 = -4005102.345063
  nChanged 16
		SP:Iteration 24Q (14098.750000 sec): 3 clusters
  Score: Raw -4008509.054545 + Penalty 3399.383068 = -4005109.671478
  nChanged 8
		SP:Iteration 25Q (14098.820000 sec): 3 clusters
  Score: Raw -4008512.894320 + Penalty 3399.383068 = -4005113.511252
  nChanged 6
		SP:Iteration 26Q (14098.880000 sec): 3 clusters
  Score: Raw -4008515.027630 + Penalty 3399.383068 = -4005115.644562
  nChanged 5
		SP:Iteration 27Q (14098.950000 sec): 3 clusters
  Score: Raw -4008516.597115 + Penalty 3399.383068 = -4005117.214047
  nChanged 3
		SP:Iteration 28Q (14099.020000 sec): 3 clusters
  Score: Raw -4008518.046181 + Penalty 3399.383068 = -4005118.663113
  nChanged 5
		SP:Iteration 29Q (14099.090000 sec): 3 clusters
  Score: Raw -4008519.607899 + Penalty 3399.383068 = -4005120.224832
  nChanged 4
		SP:Iteration 30Q (14099.150000 sec): 3 clusters
  Score: Raw -4008520.896194 + Penalty 3399.383068 = -4005121.513126
  nChanged 2
		SP:Iteration 31Q (14099.220000 sec): 3 clusters
  Score: Raw -4008521.685049 + Penalty 3399.383068 = -4005122.301981
  nChanged 2
		SP:Iteration 32Q (14099.290000 sec): 3 clusters
  Score: Raw -4008522.374497 + Penalty 3399.383068 = -4005122.991429
  nChanged 1
		SP:Iteration 33Q (14099.350000 sec): 3 clusters
  Score: Raw -4008522.724110 + Penalty 3399.383068 = -4005123.341043
  nChanged 0
		SP:Iteration 34F (14099.440000 sec): 3 clusters
  Score: Raw -4008522.724110 + Penalty 3399.383068 = -4005123.341043
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14099.510000 sec): 2 clusters
  Score: Raw -2358115.992033 + Penalty 1610.224189 = -2356505.767844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14099.560000 sec): 3 clusters
  Score: Raw -2345961.212847 + Penalty 3220.448378 = -2342740.764469
  nChanged 9150
		SP:Iteration 1F (14099.620000 sec): 3 clusters
  Score: Raw -2351372.094940 + Penalty 3220.448378 = -2348151.646563
  nChanged 1302
		SP:Iteration 2F (14099.670000 sec): 3 clusters
  Score: Raw -2351987.562345 + Penalty 3220.448378 = -2348767.113968
  nChanged 1250
		SP:Iteration 3F (14099.720000 sec): 3 clusters
  Score: Raw -2352636.852197 + Penalty 3220.448378 = -2349416.403819
  nChanged 1223
		SP:Iteration 4F (14099.780000 sec): 3 clusters
  Score: Raw -2353338.512815 + Penalty 3220.448378 = -2350118.064437
  nChanged 1188
		SP:Iteration 5F (14099.830000 sec): 3 clusters
  Score: Raw -2354058.543217 + Penalty 3220.448378 = -2350838.094839
  nChanged 1089
		SP:Iteration 6F (14099.880000 sec): 3 clusters
  Score: Raw -2354753.540269 + Penalty 3220.448378 = -2351533.091892
  nChanged 999
		SP:Iteration 7Q (14099.930000 sec): 3 clusters
  Score: Raw -2355400.406717 + Penalty 3220.448378 = -2352179.958339
  nChanged 859
		SP:Iteration 8Q (14099.990000 sec): 3 clusters
  Score: Raw -2355980.088447 + Penalty 3220.448378 = -2352759.640070
  nChanged 742
		SP:Iteration 9Q (14100.040000 sec): 3 clusters
  Score: Raw -2356504.133356 + Penalty 3220.448378 = -2353283.684979
  nChanged 642
		SP:Iteration 10Q (14100.090000 sec): 3 clusters
  Score: Raw -2356964.015600 + Penalty 3220.448378 = -2353743.567223
  nChanged 508
		SP:Iteration 11Q (14100.140000 sec): 3 clusters
  Score: Raw -2357323.360459 + Penalty 3220.448378 = -2354102.912081
  nChanged 391
		SP:Iteration 12Q (14100.190000 sec): 3 clusters
  Score: Raw -2357588.465356 + Penalty 3220.448378 = -2354368.016979
  nChanged 300
		SP:Iteration 13Q (14100.240000 sec): 3 clusters
  Score: Raw -2357774.136582 + Penalty 3220.448378 = -2354553.688204
  nChanged 214
		SP:Iteration 14Q (14100.280000 sec): 3 clusters
  Score: Raw -2357904.437092 + Penalty 3220.448378 = -2354683.988715
  nChanged 166
		SP:Iteration 15Q (14100.330000 sec): 3 clusters
  Score: Raw -2358014.376689 + Penalty 3220.448378 = -2354793.928311
  nChanged 131
		SP:Iteration 16Q (14100.370000 sec): 3 clusters
  Score: Raw -2358115.715326 + Penalty 3220.448378 = -2354895.266948
  nChanged 85
		SP:Iteration 17Q (14100.410000 sec): 3 clusters
  Score: Raw -2358180.784640 + Penalty 3220.448378 = -2354960.336263
  nChanged 61
		SP:Iteration 18Q (14100.460000 sec): 3 clusters
  Score: Raw -2358226.566393 + Penalty 3220.448378 = -2355006.118016
  nChanged 52
		SP:Iteration 19Q (14100.500000 sec): 3 clusters
  Score: Raw -2358264.691569 + Penalty 3220.448378 = -2355044.243191
  nChanged 41
		SP:Iteration 20F (14100.550000 sec): 3 clusters
  Score: Raw -2358293.873160 + Penalty 3220.448378 = -2355073.424783
  nChanged 23
		SP:Iteration 21Q (14100.590000 sec): 3 clusters
  Score: Raw -2358306.843032 + Penalty 3220.448378 = -2355086.394654
  nChanged 10
		SP:Iteration 22Q (14100.630000 sec): 3 clusters
  Score: Raw -2358314.333999 + Penalty 3220.448378 = -2355093.885621
  nChanged 7
		SP:Iteration 23Q (14100.670000 sec): 3 clusters
  Score: Raw -2358322.157093 + Penalty 3220.448378 = -2355101.708716
  nChanged 9
		SP:Iteration 24Q (14100.700000 sec): 3 clusters
  Score: Raw -2358328.699674 + Penalty 3220.448378 = -2355108.251296
  nChanged 3
		SP:Iteration 25Q (14100.740000 sec): 3 clusters
  Score: Raw -2358330.255830 + Penalty 3220.448378 = -2355109.807452
  nChanged 3
		SP:Iteration 26Q (14100.780000 sec): 3 clusters
  Score: Raw -2358331.338010 + Penalty 3220.448378 = -2355110.889632
  nChanged 2
		SP:Iteration 27Q (14100.820000 sec): 3 clusters
  Score: Raw -2358332.934412 + Penalty 3220.448378 = -2355112.486034
  nChanged 0
		SP:Iteration 28F (14100.880000 sec): 3 clusters
  Score: Raw -2358332.934412 + Penalty 3220.448378 = -2355112.486034
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14100.920000 sec): 2 clusters
  Score: Raw -1623295.695942 + Penalty 1553.787884 = -1621741.908059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14100.960000 sec): 3 clusters
  Score: Raw -1614943.114628 + Penalty 3107.575767 = -1611835.538861
  nChanged 6270
		SP:Iteration 1F (14100.990000 sec): 3 clusters
  Score: Raw -1618366.662151 + Penalty 3107.575767 = -1615259.086384
  nChanged 860
		SP:Iteration 2F (14101.030000 sec): 3 clusters
  Score: Raw -1618775.990687 + Penalty 3107.575767 = -1615668.414919
  nChanged 805
		SP:Iteration 3F (14101.060000 sec): 3 clusters
  Score: Raw -1619146.777905 + Penalty 3107.575767 = -1616039.202138
  nChanged 742
		SP:Iteration 4F (14101.100000 sec): 3 clusters
  Score: Raw -1619533.225670 + Penalty 3107.575767 = -1616425.649902
  nChanged 765
		SP:Iteration 5F (14101.140000 sec): 3 clusters
  Score: Raw -1619969.089818 + Penalty 3107.575767 = -1616861.514051
  nChanged 753
		SP:Iteration 6F (14101.170000 sec): 3 clusters
  Score: Raw -1620401.945711 + Penalty 3107.575767 = -1617294.369944
  nChanged 693
		SP:Iteration 7Q (14101.210000 sec): 3 clusters
  Score: Raw -1620839.231294 + Penalty 3107.575767 = -1617731.655527
  nChanged 703
		SP:Iteration 8Q (14101.250000 sec): 3 clusters
  Score: Raw -1621309.247987 + Penalty 3107.575767 = -1618201.672220
  nChanged 673
		SP:Iteration 9Q (14101.280000 sec): 3 clusters
  Score: Raw -1621802.234478 + Penalty 3107.575767 = -1618694.658710
  nChanged 666
		SP:Iteration 10Q (14101.320000 sec): 3 clusters
  Score: Raw -1622301.696745 + Penalty 3107.575767 = -1619194.120978
  nChanged 595
		SP:Iteration 11Q (14101.360000 sec): 3 clusters
  Score: Raw -1622757.268238 + Penalty 3107.575767 = -1619649.692470
  nChanged 487
		SP:Iteration 12Q (14101.390000 sec): 3 clusters
  Score: Raw -1623055.398221 + Penalty 3107.575767 = -1619947.822453
  nChanged 370
		SP:Iteration 13Q (14101.430000 sec): 3 clusters
  Score: Raw -1623227.961131 + Penalty 3107.575767 = -1620120.385364
  nChanged 292
		SP:Iteration 14Q (14101.460000 sec): 3 clusters
  Score: Raw -1623342.054217 + Penalty 3107.575767 = -1620234.478449
  nChanged 234
		SP:Iteration 15Q (14101.500000 sec): 3 clusters
  Score: Raw -1623421.726731 + Penalty 3107.575767 = -1620314.150963
  nChanged 191
		SP:Iteration 16Q (14101.530000 sec): 3 clusters
  Score: Raw -1623479.521799 + Penalty 3107.575767 = -1620371.946032
  nChanged 163
		SP:Iteration 17Q (14101.570000 sec): 3 clusters
  Score: Raw -1623524.402284 + Penalty 3107.575767 = -1620416.826517
  nChanged 126
		SP:Iteration 18Q (14101.600000 sec): 3 clusters
  Score: Raw -1623551.754219 + Penalty 3107.575767 = -1620444.178452
  nChanged 97
		SP:Iteration 19Q (14101.630000 sec): 3 clusters
  Score: Raw -1623571.470490 + Penalty 3107.575767 = -1620463.894723
  nChanged 78
		SP:Iteration 20F (14101.670000 sec): 3 clusters
  Score: Raw -1623586.460403 + Penalty 3107.575767 = -1620478.884636
  nChanged 72
		SP:Iteration 21Q (14101.700000 sec): 3 clusters
  Score: Raw -1623601.025431 + Penalty 3107.575767 = -1620493.449664
  nChanged 77
		SP:Iteration 22Q (14101.740000 sec): 3 clusters
  Score: Raw -1623617.746136 + Penalty 3107.575767 = -1620510.170369
  nChanged 71
		SP:Iteration 23Q (14101.770000 sec): 3 clusters
  Score: Raw -1623632.659557 + Penalty 3107.575767 = -1620525.083789
  nChanged 66
		SP:Iteration 24Q (14101.800000 sec): 3 clusters
  Score: Raw -1623645.261192 + Penalty 3107.575767 = -1620537.685425
  nChanged 60
		SP:Iteration 25Q (14101.840000 sec): 3 clusters
  Score: Raw -1623656.694726 + Penalty 3107.575767 = -1620549.118959
  nChanged 50
		SP:Iteration 26Q (14101.870000 sec): 3 clusters
  Score: Raw -1623666.814379 + Penalty 3107.575767 = -1620559.238612
  nChanged 56
		SP:Iteration 27Q (14101.900000 sec): 3 clusters
  Score: Raw -1623678.773439 + Penalty 3107.575767 = -1620571.197671
  nChanged 49
		SP:Iteration 28Q (14101.930000 sec): 3 clusters
  Score: Raw -1623688.238542 + Penalty 3107.575767 = -1620580.662775
  nChanged 59
		SP:Iteration 29Q (14101.960000 sec): 3 clusters
  Score: Raw -1623697.805278 + Penalty 3107.575767 = -1620590.229510
  nChanged 39
		SP:Iteration 30Q (14102.000000 sec): 3 clusters
  Score: Raw -1623703.452306 + Penalty 3107.575767 = -1620595.876538
  nChanged 38
		SP:Iteration 31Q (14102.030000 sec): 3 clusters
  Score: Raw -1623709.869106 + Penalty 3107.575767 = -1620602.293338
  nChanged 25
		SP:Iteration 32Q (14102.060000 sec): 3 clusters
  Score: Raw -1623713.908216 + Penalty 3107.575767 = -1620606.332449
  nChanged 34
		SP:Iteration 33Q (14102.090000 sec): 3 clusters
  Score: Raw -1623719.769531 + Penalty 3107.575767 = -1620612.193763
  nChanged 40
		SP:Iteration 34Q (14102.120000 sec): 3 clusters
  Score: Raw -1623727.072445 + Penalty 3107.575767 = -1620619.496678
  nChanged 39
		SP:Iteration 35Q (14102.150000 sec): 3 clusters
  Score: Raw -1623733.743925 + Penalty 3107.575767 = -1620626.168157
  nChanged 28
		SP:Iteration 36Q (14102.180000 sec): 3 clusters
  Score: Raw -1623737.872655 + Penalty 3107.575767 = -1620630.296888
  nChanged 22
		SP:Iteration 37Q (14102.210000 sec): 3 clusters
  Score: Raw -1623741.040334 + Penalty 3107.575767 = -1620633.464567
  nChanged 21
		SP:Iteration 38Q (14102.240000 sec): 3 clusters
  Score: Raw -1623743.834207 + Penalty 3107.575767 = -1620636.258440
  nChanged 21
		SP:Iteration 39Q (14102.280000 sec): 3 clusters
  Score: Raw -1623746.893538 + Penalty 3107.575767 = -1620639.317771
  nChanged 17
		SP:Iteration 40F (14102.310000 sec): 3 clusters
  Score: Raw -1623749.225230 + Penalty 3107.575767 = -1620641.649463
  nChanged 14
		SP:Iteration 41Q (14102.340000 sec): 3 clusters
  Score: Raw -1623751.533154 + Penalty 3107.575767 = -1620643.957387
  nChanged 20
		SP:Iteration 42Q (14102.370000 sec): 3 clusters
  Score: Raw -1623754.430079 + Penalty 3107.575767 = -1620646.854312
  nChanged 20
		SP:Iteration 43Q (14102.400000 sec): 3 clusters
  Score: Raw -1623757.549790 + Penalty 3107.575767 = -1620649.974023
  nChanged 23
		SP:Iteration 44Q (14102.440000 sec): 3 clusters
  Score: Raw -1623761.440185 + Penalty 3107.575767 = -1620653.864418
  nChanged 23
		SP:Iteration 45Q (14102.460000 sec): 3 clusters
  Score: Raw -1623764.824546 + Penalty 3107.575767 = -1620657.248778
  nChanged 20
		SP:Iteration 46Q (14102.500000 sec): 3 clusters
  Score: Raw -1623768.262228 + Penalty 3107.575767 = -1620660.686461
  nChanged 20
		SP:Iteration 47Q (14102.530000 sec): 3 clusters
  Score: Raw -1623771.151215 + Penalty 3107.575767 = -1620663.575448
  nChanged 13
		SP:Iteration 48Q (14102.560000 sec): 3 clusters
  Score: Raw -1623773.101939 + Penalty 3107.575767 = -1620665.526172
  nChanged 13
		SP:Iteration 49Q (14102.590000 sec): 3 clusters
  Score: Raw -1623774.599216 + Penalty 3107.575767 = -1620667.023449
  nChanged 12
		SP:Iteration 50Q (14102.620000 sec): 3 clusters
  Score: Raw -1623776.481820 + Penalty 3107.575767 = -1620668.906053
  nChanged 8
		SP:Iteration 51Q (14102.650000 sec): 3 clusters
  Score: Raw -1623777.902873 + Penalty 3107.575767 = -1620670.327106
  nChanged 11
		SP:Iteration 52Q (14102.680000 sec): 3 clusters
  Score: Raw -1623779.315946 + Penalty 3107.575767 = -1620671.740179
  nChanged 11
		SP:Iteration 53Q (14102.710000 sec): 3 clusters
  Score: Raw -1623780.487030 + Penalty 3107.575767 = -1620672.911263
  nChanged 5
		SP:Iteration 54Q (14102.740000 sec): 3 clusters
  Score: Raw -1623781.127869 + Penalty 3107.575767 = -1620673.552101
  nChanged 5
		SP:Iteration 55Q (14102.770000 sec): 3 clusters
  Score: Raw -1623781.709374 + Penalty 3107.575767 = -1620674.133607
  nChanged 5
		SP:Iteration 56Q (14102.800000 sec): 3 clusters
  Score: Raw -1623782.474289 + Penalty 3107.575767 = -1620674.898522
  nChanged 8
		SP:Iteration 57Q (14102.840000 sec): 3 clusters
  Score: Raw -1623783.812657 + Penalty 3107.575767 = -1620676.236890
  nChanged 7
		SP:Iteration 58Q (14102.870000 sec): 3 clusters
  Score: Raw -1623784.665646 + Penalty 3107.575767 = -1620677.089879
  nChanged 8
		SP:Iteration 59Q (14102.910000 sec): 3 clusters
  Score: Raw -1623785.814249 + Penalty 3107.575767 = -1620678.238482
  nChanged 9
		SP:Iteration 60F (14102.950000 sec): 3 clusters
  Score: Raw -1623787.095283 + Penalty 3107.575767 = -1620679.519516
  nChanged 7
		SP:Iteration 61Q (14102.980000 sec): 3 clusters
  Score: Raw -1623787.984935 + Penalty 3107.575767 = -1620680.409168
  nChanged 7
		SP:Iteration 62Q (14103.010000 sec): 3 clusters
  Score: Raw -1623789.024400 + Penalty 3107.575767 = -1620681.448633
  nChanged 11
		SP:Iteration 63Q (14103.040000 sec): 3 clusters
  Score: Raw -1623790.435451 + Penalty 3107.575767 = -1620682.859683
  nChanged 8
		SP:Iteration 64Q (14103.070000 sec): 3 clusters
  Score: Raw -1623791.546963 + Penalty 3107.575767 = -1620683.971196
  nChanged 10
		SP:Iteration 65Q (14103.100000 sec): 3 clusters
  Score: Raw -1623793.017808 + Penalty 3107.575767 = -1620685.442040
  nChanged 11
		SP:Iteration 66Q (14103.140000 sec): 3 clusters
  Score: Raw -1623794.346876 + Penalty 3107.575767 = -1620686.771109
  nChanged 8
		SP:Iteration 67Q (14103.160000 sec): 3 clusters
  Score: Raw -1623795.392794 + Penalty 3107.575767 = -1620687.817027
  nChanged 12
		SP:Iteration 68Q (14103.200000 sec): 3 clusters
  Score: Raw -1623797.752298 + Penalty 3107.575767 = -1620690.176531
  nChanged 11
		SP:Iteration 69Q (14103.230000 sec): 3 clusters
  Score: Raw -1623799.173842 + Penalty 3107.575767 = -1620691.598075
  nChanged 6
		SP:Iteration 70Q (14103.260000 sec): 3 clusters
  Score: Raw -1623799.868706 + Penalty 3107.575767 = -1620692.292939
  nChanged 7
		SP:Iteration 71Q (14103.290000 sec): 3 clusters
  Score: Raw -1623800.966097 + Penalty 3107.575767 = -1620693.390330
  nChanged 14
		SP:Iteration 72Q (14103.320000 sec): 3 clusters
  Score: Raw -1623803.166985 + Penalty 3107.575767 = -1620695.591217
  nChanged 14
		SP:Iteration 73Q (14103.360000 sec): 3 clusters
  Score: Raw -1623805.373767 + Penalty 3107.575767 = -1620697.798000
  nChanged 19
		SP:Iteration 74Q (14103.380000 sec): 3 clusters
  Score: Raw -1623808.542737 + Penalty 3107.575767 = -1620700.966970
  nChanged 14
		SP:Iteration 75Q (14103.420000 sec): 3 clusters
  Score: Raw -1623811.007461 + Penalty 3107.575767 = -1620703.431694
  nChanged 17
		SP:Iteration 76Q (14103.450000 sec): 3 clusters
  Score: Raw -1623813.529117 + Penalty 3107.575767 = -1620705.953350
  nChanged 16
		SP:Iteration 77Q (14103.480000 sec): 3 clusters
  Score: Raw -1623816.008354 + Penalty 3107.575767 = -1620708.432587
  nChanged 10
		SP:Iteration 78Q (14103.510000 sec): 3 clusters
  Score: Raw -1623817.144076 + Penalty 3107.575767 = -1620709.568309
  nChanged 6
		SP:Iteration 79Q (14103.540000 sec): 3 clusters
  Score: Raw -1623817.809836 + Penalty 3107.575767 = -1620710.234069
  nChanged 2
		SP:Iteration 80F (14103.580000 sec): 3 clusters
  Score: Raw -1623818.062940 + Penalty 3107.575767 = -1620710.487173
  nChanged 3
		SP:Iteration 81Q (14103.610000 sec): 3 clusters
  Score: Raw -1623818.435683 + Penalty 3107.575767 = -1620710.859915
  nChanged 3
		SP:Iteration 82Q (14103.640000 sec): 3 clusters
  Score: Raw -1623818.780883 + Penalty 3107.575767 = -1620711.205116
  nChanged 1
		SP:Iteration 83Q (14103.670000 sec): 3 clusters
  Score: Raw -1623818.971884 + Penalty 3107.575767 = -1620711.396117
  nChanged 1
		SP:Iteration 84Q (14103.700000 sec): 3 clusters
  Score: Raw -1623819.035086 + Penalty 3107.575767 = -1620711.459319
  nChanged 0
		SP:Iteration 85F (14103.740000 sec): 3 clusters
  Score: Raw -1623819.035086 + Penalty 3107.575767 = -1620711.459319
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14103.750000 sec): 2 clusters
  Score: Raw -241792.364615 + Penalty 1239.792111 = -240552.572504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14103.760000 sec): 3 clusters
  Score: Raw -240890.339029 + Penalty 2479.584223 = -238410.754806
  nChanged 745
		SP:Iteration 1F (14103.760000 sec): 3 clusters
  Score: Raw -241341.736414 + Penalty 2479.584223 = -238862.152191
  nChanged 155
		SP:Iteration 2F (14103.770000 sec): 3 clusters
  Score: Raw -241451.544634 + Penalty 2479.584223 = -238971.960411
  nChanged 92
		SP:Iteration 3Q (14103.770000 sec): 3 clusters
  Score: Raw -241514.860821 + Penalty 2479.584223 = -239035.276598
  nChanged 60
		SP:Iteration 4Q (14103.780000 sec): 3 clusters
  Score: Raw -241553.621636 + Penalty 2479.584223 = -239074.037413
  nChanged 39
		SP:Iteration 5Q (14103.780000 sec): 3 clusters
  Score: Raw -241581.548338 + Penalty 2479.584223 = -239101.964115
  nChanged 43
		SP:Iteration 6Q (14103.790000 sec): 3 clusters
  Score: Raw -241609.133715 + Penalty 2479.584223 = -239129.549492
  nChanged 38
		SP:Iteration 7Q (14103.790000 sec): 3 clusters
  Score: Raw -241635.634430 + Penalty 2479.584223 = -239156.050207
  nChanged 37
		SP:Iteration 8Q (14103.800000 sec): 3 clusters
  Score: Raw -241654.672702 + Penalty 2479.584223 = -239175.088479
  nChanged 30
		SP:Iteration 9Q (14103.800000 sec): 3 clusters
  Score: Raw -241669.855558 + Penalty 2479.584223 = -239190.271335
  nChanged 29
		SP:Iteration 10Q (14103.810000 sec): 3 clusters
  Score: Raw -241688.600968 + Penalty 2479.584223 = -239209.016745
  nChanged 26
		SP:Iteration 11Q (14103.820000 sec): 3 clusters
  Score: Raw -241705.151389 + Penalty 2479.584223 = -239225.567166
  nChanged 28
		SP:Iteration 12Q (14103.820000 sec): 3 clusters
  Score: Raw -241725.135252 + Penalty 2479.584223 = -239245.551029
  nChanged 23
		SP:Iteration 13Q (14103.820000 sec): 3 clusters
  Score: Raw -241737.504113 + Penalty 2479.584223 = -239257.919890
  nChanged 15
		SP:Iteration 14Q (14103.830000 sec): 3 clusters
  Score: Raw -241744.508829 + Penalty 2479.584223 = -239264.924606
  nChanged 15
		SP:Iteration 15Q (14103.840000 sec): 3 clusters
  Score: Raw -241754.338718 + Penalty 2479.584223 = -239274.754495
  nChanged 10
		SP:Iteration 16Q (14103.840000 sec): 3 clusters
  Score: Raw -241759.744267 + Penalty 2479.584223 = -239280.160044
  nChanged 9
		SP:Iteration 17Q (14103.840000 sec): 3 clusters
  Score: Raw -241763.295254 + Penalty 2479.584223 = -239283.711032
  nChanged 12
		SP:Iteration 18Q (14103.850000 sec): 3 clusters
  Score: Raw -241770.472757 + Penalty 2479.584223 = -239290.888534
  nChanged 14
		SP:Iteration 19Q (14103.860000 sec): 3 clusters
  Score: Raw -241777.845422 + Penalty 2479.584223 = -239298.261199
  nChanged 12
		SP:Iteration 20F (14103.860000 sec): 3 clusters
  Score: Raw -241785.905221 + Penalty 2479.584223 = -239306.320998
  nChanged 18
		SP:Iteration 21Q (14103.860000 sec): 3 clusters
  Score: Raw -241797.525334 + Penalty 2479.584223 = -239317.941111
  nChanged 15
		SP:Iteration 22Q (14103.870000 sec): 3 clusters
  Score: Raw -241804.952280 + Penalty 2479.584223 = -239325.368057
  nChanged 12
		SP:Iteration 23Q (14103.880000 sec): 3 clusters
  Score: Raw -241811.099156 + Penalty 2479.584223 = -239331.514933
  nChanged 8
		SP:Iteration 24Q (14103.880000 sec): 3 clusters
  Score: Raw -241814.293046 + Penalty 2479.584223 = -239334.708823
  nChanged 11
		SP:Iteration 25Q (14103.880000 sec): 3 clusters
  Score: Raw -241821.448528 + Penalty 2479.584223 = -239341.864305
  nChanged 16
		SP:Iteration 26Q (14103.890000 sec): 3 clusters
  Score: Raw -241828.838295 + Penalty 2479.584223 = -239349.254072
  nChanged 14
		SP:Iteration 27Q (14103.900000 sec): 3 clusters
  Score: Raw -241836.246493 + Penalty 2479.584223 = -239356.662270
  nChanged 11
		SP:Iteration 28Q (14103.900000 sec): 3 clusters
  Score: Raw -241843.762995 + Penalty 2479.584223 = -239364.178773
  nChanged 13
		SP:Iteration 29Q (14103.900000 sec): 3 clusters
  Score: Raw -241852.691759 + Penalty 2479.584223 = -239373.107536
  nChanged 14
		SP:Iteration 30Q (14103.910000 sec): 3 clusters
  Score: Raw -241862.398599 + Penalty 2479.584223 = -239382.814376
  nChanged 17
		SP:Iteration 31Q (14103.920000 sec): 3 clusters
  Score: Raw -241875.646886 + Penalty 2479.584223 = -239396.062663
  nChanged 12
		SP:Iteration 32Q (14103.920000 sec): 3 clusters
  Score: Raw -241882.921058 + Penalty 2479.584223 = -239403.336835
  nChanged 8
		SP:Iteration 33Q (14103.920000 sec): 3 clusters
  Score: Raw -241888.915019 + Penalty 2479.584223 = -239409.330796
  nChanged 4
		SP:Iteration 34Q (14103.930000 sec): 3 clusters
  Score: Raw -241892.191015 + Penalty 2479.584223 = -239412.606792
  nChanged 7
		SP:Iteration 35Q (14103.930000 sec): 3 clusters
  Score: Raw -241900.346490 + Penalty 2479.584223 = -239420.762267
  nChanged 12
		SP:Iteration 36Q (14103.940000 sec): 3 clusters
  Score: Raw -241910.435874 + Penalty 2479.584223 = -239430.851651
  nChanged 9
		SP:Iteration 37Q (14103.940000 sec): 3 clusters
  Score: Raw -241917.453015 + Penalty 2479.584223 = -239437.868792
  nChanged 5
		SP:Iteration 38Q (14103.950000 sec): 3 clusters
  Score: Raw -241920.653719 + Penalty 2479.584223 = -239441.069496
  nChanged 4
		SP:Iteration 39Q (14103.950000 sec): 3 clusters
  Score: Raw -241922.908560 + Penalty 2479.584223 = -239443.324338
  nChanged 4
		SP:Iteration 40F (14103.960000 sec): 3 clusters
  Score: Raw -241924.770126 + Penalty 2479.584223 = -239445.185903
  nChanged 3
		SP:Iteration 41Q (14103.960000 sec): 3 clusters
  Score: Raw -241926.590953 + Penalty 2479.584223 = -239447.006730
  nChanged 1
		SP:Iteration 42Q (14103.970000 sec): 3 clusters
  Score: Raw -241927.088376 + Penalty 2479.584223 = -239447.504153
  nChanged 2
		SP:Iteration 43Q (14103.970000 sec): 3 clusters
  Score: Raw -241927.743705 + Penalty 2479.584223 = -239448.159482
  nChanged 0
		SP:Iteration 44F (14103.980000 sec): 3 clusters
  Score: Raw -241927.743705 + Penalty 2479.584223 = -239448.159482
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14104.000000 sec): 2 clusters
  Score: Raw -758585.280069 + Penalty 1431.869278 = -757153.410791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14104.020000 sec): 3 clusters
  Score: Raw -754912.852040 + Penalty 2863.738556 = -752049.113484
  nChanged 2851
		SP:Iteration 1F (14104.040000 sec): 3 clusters
  Score: Raw -756507.828650 + Penalty 2863.738556 = -753644.090094
  nChanged 449
		SP:Iteration 2F (14104.050000 sec): 3 clusters
  Score: Raw -756734.220853 + Penalty 2863.738556 = -753870.482297
  nChanged 380
		SP:Iteration 3F (14104.070000 sec): 3 clusters
  Score: Raw -756908.697578 + Penalty 2863.738556 = -754044.959022
  nChanged 305
		SP:Iteration 4Q (14104.090000 sec): 3 clusters
  Score: Raw -757063.473378 + Penalty 2863.738556 = -754199.734822
  nChanged 314
		SP:Iteration 5Q (14104.100000 sec): 3 clusters
  Score: Raw -757232.870312 + Penalty 2863.738556 = -754369.131755
  nChanged 297
		SP:Iteration 6Q (14104.120000 sec): 3 clusters
  Score: Raw -757423.766240 + Penalty 2863.738556 = -754560.027683
  nChanged 321
		SP:Iteration 7Q (14104.140000 sec): 3 clusters
  Score: Raw -757653.949216 + Penalty 2863.738556 = -754790.210660
  nChanged 314
		SP:Iteration 8Q (14104.160000 sec): 3 clusters
  Score: Raw -757908.931629 + Penalty 2863.738556 = -755045.193073
  nChanged 300
		SP:Iteration 9Q (14104.170000 sec): 3 clusters
  Score: Raw -758143.533596 + Penalty 2863.738556 = -755279.795040
  nChanged 257
		SP:Iteration 10Q (14104.190000 sec): 3 clusters
  Score: Raw -758336.472925 + Penalty 2863.738556 = -755472.734369
  nChanged 222
		SP:Iteration 11Q (14104.200000 sec): 3 clusters
  Score: Raw -758476.465944 + Penalty 2863.738556 = -755612.727388
  nChanged 151
		SP:Iteration 12Q (14104.220000 sec): 3 clusters
  Score: Raw -758563.376717 + Penalty 2863.738556 = -755699.638161
  nChanged 124
		SP:Iteration 13Q (14104.240000 sec): 3 clusters
  Score: Raw -758626.258509 + Penalty 2863.738556 = -755762.519952
  nChanged 91
		SP:Iteration 14Q (14104.250000 sec): 3 clusters
  Score: Raw -758662.589423 + Penalty 2863.738556 = -755798.850867
  nChanged 70
		SP:Iteration 15Q (14104.270000 sec): 3 clusters
  Score: Raw -758695.093842 + Penalty 2863.738556 = -755831.355285
  nChanged 59
		SP:Iteration 16Q (14104.280000 sec): 3 clusters
  Score: Raw -758724.847355 + Penalty 2863.738556 = -755861.108799
  nChanged 48
		SP:Iteration 17Q (14104.300000 sec): 3 clusters
  Score: Raw -758747.207322 + Penalty 2863.738556 = -755883.468766
  nChanged 34
		SP:Iteration 18Q (14104.310000 sec): 3 clusters
  Score: Raw -758760.452161 + Penalty 2863.738556 = -755896.713605
  nChanged 25
		SP:Iteration 19Q (14104.330000 sec): 3 clusters
  Score: Raw -758772.263098 + Penalty 2863.738556 = -755908.524542
  nChanged 15
		SP:Iteration 20F (14104.340000 sec): 3 clusters
  Score: Raw -758778.705066 + Penalty 2863.738556 = -755914.966509
  nChanged 17
		SP:Iteration 21Q (14104.360000 sec): 3 clusters
  Score: Raw -758786.626123 + Penalty 2863.738556 = -755922.887567
  nChanged 17
		SP:Iteration 22Q (14104.370000 sec): 3 clusters
  Score: Raw -758792.632012 + Penalty 2863.738556 = -755928.893456
  nChanged 15
		SP:Iteration 23Q (14104.390000 sec): 3 clusters
  Score: Raw -758799.241903 + Penalty 2863.738556 = -755935.503346
  nChanged 18
		SP:Iteration 24Q (14104.400000 sec): 3 clusters
  Score: Raw -758806.606610 + Penalty 2863.738556 = -755942.868053
  nChanged 7
		SP:Iteration 25Q (14104.420000 sec): 3 clusters
  Score: Raw -758810.110101 + Penalty 2863.738556 = -755946.371544
  nChanged 7
		SP:Iteration 26Q (14104.430000 sec): 3 clusters
  Score: Raw -758814.186257 + Penalty 2863.738556 = -755950.447701
  nChanged 9
		SP:Iteration 27Q (14104.440000 sec): 3 clusters
  Score: Raw -758819.800267 + Penalty 2863.738556 = -755956.061711
  nChanged 13
		SP:Iteration 28Q (14104.460000 sec): 3 clusters
  Score: Raw -758825.632769 + Penalty 2863.738556 = -755961.894213
  nChanged 18
		SP:Iteration 29Q (14104.480000 sec): 3 clusters
  Score: Raw -758834.996151 + Penalty 2863.738556 = -755971.257595
  nChanged 18
		SP:Iteration 30Q (14104.490000 sec): 3 clusters
  Score: Raw -758843.933164 + Penalty 2863.738556 = -755980.194608
  nChanged 20
		SP:Iteration 31Q (14104.500000 sec): 3 clusters
  Score: Raw -758851.820122 + Penalty 2863.738556 = -755988.081566
  nChanged 12
		SP:Iteration 32Q (14104.520000 sec): 3 clusters
  Score: Raw -758857.785215 + Penalty 2863.738556 = -755994.046658
  nChanged 16
		SP:Iteration 33Q (14104.530000 sec): 3 clusters
  Score: Raw -758865.001560 + Penalty 2863.738556 = -756001.263003
  nChanged 16
		SP:Iteration 34Q (14104.550000 sec): 3 clusters
  Score: Raw -758874.520719 + Penalty 2863.738556 = -756010.782163
  nChanged 21
		SP:Iteration 35Q (14104.560000 sec): 3 clusters
  Score: Raw -758885.215171 + Penalty 2863.738556 = -756021.476614
  nChanged 17
		SP:Iteration 36Q (14104.580000 sec): 3 clusters
  Score: Raw -758894.357797 + Penalty 2863.738556 = -756030.619241
  nChanged 16
		SP:Iteration 37Q (14104.590000 sec): 3 clusters
  Score: Raw -758904.359754 + Penalty 2863.738556 = -756040.621198
  nChanged 10
		SP:Iteration 38Q (14104.600000 sec): 3 clusters
  Score: Raw -758909.405964 + Penalty 2863.738556 = -756045.667408
  nChanged 16
		SP:Iteration 39Q (14104.620000 sec): 3 clusters
  Score: Raw -758917.504610 + Penalty 2863.738556 = -756053.766054
  nChanged 12
		SP:Iteration 40F (14104.630000 sec): 3 clusters
  Score: Raw -758925.744762 + Penalty 2863.738556 = -756062.006206
  nChanged 12
		SP:Iteration 41Q (14104.650000 sec): 3 clusters
  Score: Raw -758934.316007 + Penalty 2863.738556 = -756070.577450
  nChanged 15
		SP:Iteration 42Q (14104.660000 sec): 3 clusters
  Score: Raw -758946.903321 + Penalty 2863.738556 = -756083.164764
  nChanged 9
		SP:Iteration 43Q (14104.680000 sec): 3 clusters
  Score: Raw -758953.132298 + Penalty 2863.738556 = -756089.393742
  nChanged 6
		SP:Iteration 44Q (14104.690000 sec): 3 clusters
  Score: Raw -758954.924473 + Penalty 2863.738556 = -756091.185916
  nChanged 3
		SP:Iteration 45Q (14104.700000 sec): 3 clusters
  Score: Raw -758956.500674 + Penalty 2863.738556 = -756092.762118
  nChanged 5
		SP:Iteration 46Q (14104.720000 sec): 3 clusters
  Score: Raw -758958.974997 + Penalty 2863.738556 = -756095.236441
  nChanged 5
		SP:Iteration 47Q (14104.730000 sec): 3 clusters
  Score: Raw -758961.882977 + Penalty 2863.738556 = -756098.144421
  nChanged 6
		SP:Iteration 48Q (14104.740000 sec): 3 clusters
  Score: Raw -758965.481198 + Penalty 2863.738556 = -756101.742642
  nChanged 8
		SP:Iteration 49Q (14104.760000 sec): 3 clusters
  Score: Raw -758970.087709 + Penalty 2863.738556 = -756106.349153
  nChanged 3
		SP:Iteration 50Q (14104.770000 sec): 3 clusters
  Score: Raw -758971.494986 + Penalty 2863.738556 = -756107.756430
  nChanged 2
		SP:Iteration 51Q (14104.780000 sec): 3 clusters
  Score: Raw -758972.490960 + Penalty 2863.738556 = -756108.752404
  nChanged 1
		SP:Iteration 52Q (14104.800000 sec): 3 clusters
  Score: Raw -758973.039155 + Penalty 2863.738556 = -756109.300598
  nChanged 1
		SP:Iteration 53Q (14104.810000 sec): 3 clusters
  Score: Raw -758973.294236 + Penalty 2863.738556 = -756109.555680
  nChanged 0
		SP:Iteration 54F (14104.830000 sec): 3 clusters
  Score: Raw -758973.294236 + Penalty 2863.738556 = -756109.555680
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14104.840000 sec): 2 clusters
  Score: Raw -180397.630299 + Penalty 1200.402163 = -179197.228136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14104.840000 sec): 3 clusters
  Score: Raw -179732.639627 + Penalty 2400.804327 = -177331.835300
  nChanged 568
		SP:Iteration 1F (14104.850000 sec): 3 clusters
  Score: Raw -180092.318635 + Penalty 2400.804327 = -177691.514309
  nChanged 133
		SP:Iteration 2F (14104.850000 sec): 3 clusters
  Score: Raw -180228.131966 + Penalty 2400.804327 = -177827.327639
  nChanged 85
		SP:Iteration 3F (14104.860000 sec): 3 clusters
  Score: Raw -180322.224286 + Penalty 2400.804327 = -177921.419960
  nChanged 86
		SP:Iteration 4F (14104.860000 sec): 3 clusters
  Score: Raw -180496.048704 + Penalty 2400.804327 = -178095.244378
  nChanged 88
		SP:Iteration 5F (14104.860000 sec): 3 clusters
  Score: Raw -180743.001597 + Penalty 2400.804327 = -178342.197271
  nChanged 78
		SP:Iteration 6Q (14104.870000 sec): 3 clusters
  Score: Raw -180845.741944 + Penalty 2400.804327 = -178444.937617
  nChanged 53
		SP:Iteration 7Q (14104.870000 sec): 3 clusters
  Score: Raw -180898.236503 + Penalty 2400.804327 = -178497.432176
  nChanged 40
		SP:Iteration 8Q (14104.880000 sec): 3 clusters
  Score: Raw -180948.432251 + Penalty 2400.804327 = -178547.627924
  nChanged 52
		SP:Iteration 9Q (14104.880000 sec): 3 clusters
  Score: Raw -180998.969695 + Penalty 2400.804327 = -178598.165369
  nChanged 45
		SP:Iteration 10Q (14104.880000 sec): 3 clusters
  Score: Raw -181037.847410 + Penalty 2400.804327 = -178637.043084
  nChanged 41
		SP:Iteration 11Q (14104.880000 sec): 3 clusters
  Score: Raw -181081.092436 + Penalty 2400.804327 = -178680.288109
  nChanged 52
		SP:Iteration 12Q (14104.890000 sec): 3 clusters
  Score: Raw -181141.244928 + Penalty 2400.804327 = -178740.440601
  nChanged 49
		SP:Iteration 13Q (14104.890000 sec): 3 clusters
  Score: Raw -181199.150827 + Penalty 2400.804327 = -178798.346500
  nChanged 46
		SP:Iteration 14Q (14104.900000 sec): 3 clusters
  Score: Raw -181255.115824 + Penalty 2400.804327 = -178854.311497
  nChanged 46
		SP:Iteration 15Q (14104.900000 sec): 3 clusters
  Score: Raw -181315.589860 + Penalty 2400.804327 = -178914.785533
  nChanged 35
		SP:Iteration 16Q (14104.900000 sec): 3 clusters
  Score: Raw -181351.844998 + Penalty 2400.804327 = -178951.040671
  nChanged 27
		SP:Iteration 17Q (14104.910000 sec): 3 clusters
  Score: Raw -181377.371155 + Penalty 2400.804327 = -178976.566828
  nChanged 19
		SP:Iteration 18Q (14104.910000 sec): 3 clusters
  Score: Raw -181395.093032 + Penalty 2400.804327 = -178994.288705
  nChanged 17
		SP:Iteration 19Q (14104.920000 sec): 3 clusters
  Score: Raw -181405.572338 + Penalty 2400.804327 = -179004.768011
  nChanged 7
		SP:Iteration 20F (14104.920000 sec): 3 clusters
  Score: Raw -181411.394414 + Penalty 2400.804327 = -179010.590087
  nChanged 4
		SP:Iteration 21Q (14104.920000 sec): 3 clusters
  Score: Raw -181415.891575 + Penalty 2400.804327 = -179015.087248
  nChanged 7
		SP:Iteration 22Q (14104.920000 sec): 3 clusters
  Score: Raw -181421.404522 + Penalty 2400.804327 = -179020.600195
  nChanged 10
		SP:Iteration 23Q (14104.930000 sec): 3 clusters
  Score: Raw -181432.044085 + Penalty 2400.804327 = -179031.239758
  nChanged 13
		SP:Iteration 24Q (14104.930000 sec): 3 clusters
  Score: Raw -181448.545713 + Penalty 2400.804327 = -179047.741387
  nChanged 13
		SP:Iteration 25Q (14104.940000 sec): 3 clusters
  Score: Raw -181468.038306 + Penalty 2400.804327 = -179067.233979
  nChanged 11
		SP:Iteration 26Q (14104.940000 sec): 3 clusters
  Score: Raw -181480.206052 + Penalty 2400.804327 = -179079.401725
  nChanged 11
		SP:Iteration 27Q (14104.940000 sec): 3 clusters
  Score: Raw -181490.149712 + Penalty 2400.804327 = -179089.345386
  nChanged 12
		SP:Iteration 28Q (14104.940000 sec): 3 clusters
  Score: Raw -181501.617891 + Penalty 2400.804327 = -179100.813564
  nChanged 5
		SP:Iteration 29Q (14104.950000 sec): 3 clusters
  Score: Raw -181506.199597 + Penalty 2400.804327 = -179105.395270
  nChanged 2
		SP:Iteration 30Q (14104.950000 sec): 3 clusters
  Score: Raw -181507.445170 + Penalty 2400.804327 = -179106.640843
  nChanged 0
		SP:Iteration 31F (14104.960000 sec): 3 clusters
  Score: Raw -181507.445170 + Penalty 2400.804327 = -179106.640843
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (13450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14105.000000 sec): 2 clusters
  Score: Raw -1535935.862340 + Penalty 1544.844338 = -1534391.018003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14105.040000 sec): 3 clusters
  Score: Raw -1528066.222761 + Penalty 3089.688675 = -1524976.534086
  nChanged 5997
		SP:Iteration 1F (14105.070000 sec): 3 clusters
  Score: Raw -1531319.950311 + Penalty 3089.688675 = -1528230.261636
  nChanged 817
		SP:Iteration 2F (14105.100000 sec): 3 clusters
  Score: Raw -1531712.085084 + Penalty 3089.688675 = -1528622.396409
  nChanged 771
		SP:Iteration 3F (14105.140000 sec): 3 clusters
  Score: Raw -1532171.763559 + Penalty 3089.688675 = -1529082.074884
  nChanged 772
		SP:Iteration 4F (14105.180000 sec): 3 clusters
  Score: Raw -1532727.699525 + Penalty 3089.688675 = -1529638.010850
  nChanged 845
		SP:Iteration 5F (14105.210000 sec): 3 clusters
  Score: Raw -1533360.840259 + Penalty 3089.688675 = -1530271.151584
  nChanged 820
		SP:Iteration 6F (14105.240000 sec): 3 clusters
  Score: Raw -1533995.310239 + Penalty 3089.688675 = -1530905.621564
  nChanged 848
		SP:Iteration 7F (14105.280000 sec): 3 clusters
  Score: Raw -1534572.276282 + Penalty 3089.688675 = -1531482.587607
  nChanged 709
		SP:Iteration 8F (14105.320000 sec): 3 clusters
  Score: Raw -1535034.270629 + Penalty 3089.688675 = -1531944.581954
  nChanged 587
		SP:Iteration 9Q (14105.350000 sec): 3 clusters
  Score: Raw -1535409.777201 + Penalty 3089.688675 = -1532320.088526
  nChanged 466
		SP:Iteration 10Q (14105.380000 sec): 3 clusters
  Score: Raw -1535669.056643 + Penalty 3089.688675 = -1532579.367968
  nChanged 349
		SP:Iteration 11Q (14105.420000 sec): 3 clusters
  Score: Raw -1535825.738646 + Penalty 3089.688675 = -1532736.049971
  nChanged 272
		SP:Iteration 12Q (14105.450000 sec): 3 clusters
  Score: Raw -1535939.813899 + Penalty 3089.688675 = -1532850.125224
  nChanged 219
		SP:Iteration 13Q (14105.480000 sec): 3 clusters
  Score: Raw -1536026.036290 + Penalty 3089.688675 = -1532936.347614
  nChanged 178
		SP:Iteration 14Q (14105.520000 sec): 3 clusters
  Score: Raw -1536089.794452 + Penalty 3089.688675 = -1533000.105776
  nChanged 142
		SP:Iteration 15Q (14105.550000 sec): 3 clusters
  Score: Raw -1536137.302017 + Penalty 3089.688675 = -1533047.613342
  nChanged 130
		SP:Iteration 16Q (14105.580000 sec): 3 clusters
  Score: Raw -1536183.717355 + Penalty 3089.688675 = -1533094.028679
  nChanged 122
		SP:Iteration 17Q (14105.610000 sec): 3 clusters
  Score: Raw -1536228.218250 + Penalty 3089.688675 = -1533138.529575
  nChanged 120
		SP:Iteration 18Q (14105.640000 sec): 3 clusters
  Score: Raw -1536274.860084 + Penalty 3089.688675 = -1533185.171409
  nChanged 101
		SP:Iteration 19Q (14105.680000 sec): 3 clusters
  Score: Raw -1536312.831796 + Penalty 3089.688675 = -1533223.143121
  nChanged 93
		SP:Iteration 20F (14105.710000 sec): 3 clusters
  Score: Raw -1536347.584758 + Penalty 3089.688675 = -1533257.896083
  nChanged 99
		SP:Iteration 21Q (14105.740000 sec): 3 clusters
  Score: Raw -1536388.521725 + Penalty 3089.688675 = -1533298.833050
  nChanged 104
		SP:Iteration 22Q (14105.780000 sec): 3 clusters
  Score: Raw -1536433.782836 + Penalty 3089.688675 = -1533344.094161
  nChanged 109
		SP:Iteration 23Q (14105.810000 sec): 3 clusters
  Score: Raw -1536486.817075 + Penalty 3089.688675 = -1533397.128400
  nChanged 115
		SP:Iteration 24Q (14105.840000 sec): 3 clusters
  Score: Raw -1536545.487759 + Penalty 3089.688675 = -1533455.799084
  nChanged 111
		SP:Iteration 25Q (14105.870000 sec): 3 clusters
  Score: Raw -1536589.956701 + Penalty 3089.688675 = -1533500.268026
  nChanged 103
		SP:Iteration 26Q (14105.900000 sec): 3 clusters
  Score: Raw -1536623.035512 + Penalty 3089.688675 = -1533533.346837
  nChanged 82
		SP:Iteration 27Q (14105.930000 sec): 3 clusters
  Score: Raw -1536648.004712 + Penalty 3089.688675 = -1533558.316037
  nChanged 80
		SP:Iteration 28Q (14105.960000 sec): 3 clusters
  Score: Raw -1536673.871093 + Penalty 3089.688675 = -1533584.182418
  nChanged 70
		SP:Iteration 29Q (14105.990000 sec): 3 clusters
  Score: Raw -1536693.663712 + Penalty 3089.688675 = -1533603.975037
  nChanged 66
		SP:Iteration 30Q (14106.020000 sec): 3 clusters
  Score: Raw -1536710.939217 + Penalty 3089.688675 = -1533621.250542
  nChanged 55
		SP:Iteration 31Q (14106.060000 sec): 3 clusters
  Score: Raw -1536725.415277 + Penalty 3089.688675 = -1533635.726602
  nChanged 35
		SP:Iteration 32Q (14106.090000 sec): 3 clusters
  Score: Raw -1536733.865025 + Penalty 3089.688675 = -1533644.176350
  nChanged 33
		SP:Iteration 33Q (14106.110000 sec): 3 clusters
  Score: Raw -1536739.601617 + Penalty 3089.688675 = -1533649.912941
  nChanged 34
		SP:Iteration 34Q (14106.140000 sec): 3 clusters
  Score: Raw -1536747.495446 + Penalty 3089.688675 = -1533657.806771
  nChanged 25
		SP:Iteration 35Q (14106.170000 sec): 3 clusters
  Score: Raw -1536751.864495 + Penalty 3089.688675 = -1533662.175820
  nChanged 22
		SP:Iteration 36Q (14106.200000 sec): 3 clusters
  Score: Raw -1536755.999926 + Penalty 3089.688675 = -1533666.311251
  nChanged 21
		SP:Iteration 37Q (14106.230000 sec): 3 clusters
  Score: Raw -1536760.369829 + Penalty 3089.688675 = -1533670.681154
  nChanged 18
		SP:Iteration 38Q (14106.250000 sec): 3 clusters
  Score: Raw -1536763.592312 + Penalty 3089.688675 = -1533673.903636
  nChanged 15
		SP:Iteration 39Q (14106.280000 sec): 3 clusters
  Score: Raw -1536766.601525 + Penalty 3089.688675 = -1533676.912850
  nChanged 11
		SP:Iteration 40F (14106.320000 sec): 3 clusters
  Score: Raw -1536768.436741 + Penalty 3089.688675 = -1533678.748066
  nChanged 13
		SP:Iteration 41Q (14106.350000 sec): 3 clusters
  Score: Raw -1536770.777079 + Penalty 3089.688675 = -1533681.088404
  nChanged 8
		SP:Iteration 42Q (14106.370000 sec): 3 clusters
  Score: Raw -1536771.963715 + Penalty 3089.688675 = -1533682.275040
  nChanged 7
		SP:Iteration 43Q (14106.400000 sec): 3 clusters
  Score: Raw -1536772.774691 + Penalty 3089.688675 = -1533683.086015
  nChanged 5
		SP:Iteration 44Q (14106.430000 sec): 3 clusters
  Score: Raw -1536773.779826 + Penalty 3089.688675 = -1533684.091150
  nChanged 7
		SP:Iteration 45Q (14106.460000 sec): 3 clusters
  Score: Raw -1536775.293271 + Penalty 3089.688675 = -1533685.604596
  nChanged 10
		SP:Iteration 46Q (14106.490000 sec): 3 clusters
  Score: Raw -1536777.496533 + Penalty 3089.688675 = -1533687.807858
  nChanged 13
		SP:Iteration 47Q (14106.510000 sec): 3 clusters
  Score: Raw -1536780.085742 + Penalty 3089.688675 = -1533690.397067
  nChanged 10
		SP:Iteration 48Q (14106.540000 sec): 3 clusters
  Score: Raw -1536782.071358 + Penalty 3089.688675 = -1533692.382683
  nChanged 12
		SP:Iteration 49Q (14106.570000 sec): 3 clusters
  Score: Raw -1536784.123331 + Penalty 3089.688675 = -1533694.434656
  nChanged 12
		SP:Iteration 50Q (14106.600000 sec): 3 clusters
  Score: Raw -1536785.926771 + Penalty 3089.688675 = -1533696.238096
  nChanged 12
		SP:Iteration 51Q (14106.630000 sec): 3 clusters
  Score: Raw -1536788.745872 + Penalty 3089.688675 = -1533699.057196
  nChanged 9
		SP:Iteration 52Q (14106.650000 sec): 3 clusters
  Score: Raw -1536790.477103 + Penalty 3089.688675 = -1533700.788428
  nChanged 12
		SP:Iteration 53Q (14106.680000 sec): 3 clusters
  Score: Raw -1536793.138778 + Penalty 3089.688675 = -1533703.450103
  nChanged 12
		SP:Iteration 54Q (14106.710000 sec): 3 clusters
  Score: Raw -1536795.078269 + Penalty 3089.688675 = -1533705.389594
  nChanged 7
		SP:Iteration 55Q (14106.740000 sec): 3 clusters
  Score: Raw -1536795.993829 + Penalty 3089.688675 = -1533706.305154
  nChanged 4
		SP:Iteration 56Q (14106.760000 sec): 3 clusters
  Score: Raw -1536796.918793 + Penalty 3089.688675 = -1533707.230118
  nChanged 7
		SP:Iteration 57Q (14106.790000 sec): 3 clusters
  Score: Raw -1536797.714431 + Penalty 3089.688675 = -1533708.025755
  nChanged 2
		SP:Iteration 58Q (14106.820000 sec): 3 clusters
  Score: Raw -1536797.876680 + Penalty 3089.688675 = -1533708.188004
  nChanged 1
		SP:Iteration 59Q (14106.850000 sec): 3 clusters
  Score: Raw -1536797.972438 + Penalty 3089.688675 = -1533708.283763
  nChanged 1
		SP:Iteration 60F (14106.880000 sec): 3 clusters
  Score: Raw -1536798.104164 + Penalty 3089.688675 = -1533708.415489
  nChanged 2
		SP:Iteration 61Q (14106.910000 sec): 3 clusters
  Score: Raw -1536798.266149 + Penalty 3089.688675 = -1533708.577474
  nChanged 2
		SP:Iteration 62Q (14106.940000 sec): 3 clusters
  Score: Raw -1536798.513984 + Penalty 3089.688675 = -1533708.825309
  nChanged 3
		SP:Iteration 63Q (14106.970000 sec): 3 clusters
  Score: Raw -1536798.746832 + Penalty 3089.688675 = -1533709.058157
  nChanged 1
		SP:Iteration 64Q (14106.990000 sec): 3 clusters
  Score: Raw -1536798.803433 + Penalty 3089.688675 = -1533709.114758
  nChanged 1
		SP:Iteration 65Q (14107.020000 sec): 3 clusters
  Score: Raw -1536798.843364 + Penalty 3089.688675 = -1533709.154689
  nChanged 2
		SP:Iteration 66Q (14107.050000 sec): 3 clusters
  Score: Raw -1536798.993628 + Penalty 3089.688675 = -1533709.304953
  nChanged 1
		SP:Iteration 67Q (14107.080000 sec): 3 clusters
  Score: Raw -1536799.038663 + Penalty 3089.688675 = -1533709.349988
  nChanged 0
		SP:Iteration 68F (14107.110000 sec): 3 clusters
  Score: Raw -1536799.038663 + Penalty 3089.688675 = -1533709.349988
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14107.130000 sec): 2 clusters
  Score: Raw -145731.277158 + Penalty 1191.616240 = -144539.660918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14107.130000 sec): 3 clusters
  Score: Raw -145134.994308 + Penalty 2383.232480 = -142751.761828
  nChanged 517
		SP:Iteration 1F (14107.130000 sec): 3 clusters
  Score: Raw -145720.022801 + Penalty 2383.232480 = -143336.790321
  nChanged 171
		SP:Iteration 2F (14107.140000 sec): 3 clusters
  Score: Raw -146054.254087 + Penalty 2383.232480 = -143671.021607
  nChanged 122
		SP:Iteration 3F (14107.140000 sec): 3 clusters
  Score: Raw -146300.498223 + Penalty 2383.232480 = -143917.265744
  nChanged 87
		SP:Iteration 4F (14107.140000 sec): 3 clusters
  Score: Raw -146423.507245 + Penalty 2383.232480 = -144040.274765
  nChanged 70
		SP:Iteration 5Q (14107.150000 sec): 3 clusters
  Score: Raw -146503.390936 + Penalty 2383.232480 = -144120.158456
  nChanged 49
		SP:Iteration 6Q (14107.150000 sec): 3 clusters
  Score: Raw -146546.402631 + Penalty 2383.232480 = -144163.170152
  nChanged 31
		SP:Iteration 7Q (14107.150000 sec): 3 clusters
  Score: Raw -146573.717248 + Penalty 2383.232480 = -144190.484768
  nChanged 24
		SP:Iteration 8Q (14107.160000 sec): 3 clusters
  Score: Raw -146602.291389 + Penalty 2383.232480 = -144219.058910
  nChanged 15
		SP:Iteration 9Q (14107.160000 sec): 3 clusters
  Score: Raw -146625.520006 + Penalty 2383.232480 = -144242.287526
  nChanged 21
		SP:Iteration 10Q (14107.170000 sec): 3 clusters
  Score: Raw -146649.745625 + Penalty 2383.232480 = -144266.513145
  nChanged 13
		SP:Iteration 11Q (14107.170000 sec): 3 clusters
  Score: Raw -146665.401921 + Penalty 2383.232480 = -144282.169441
  nChanged 13
		SP:Iteration 12Q (14107.170000 sec): 3 clusters
  Score: Raw -146675.186611 + Penalty 2383.232480 = -144291.954131
  nChanged 12
		SP:Iteration 13Q (14107.170000 sec): 3 clusters
  Score: Raw -146684.517473 + Penalty 2383.232480 = -144301.284993
  nChanged 5
		SP:Iteration 14Q (14107.180000 sec): 3 clusters
  Score: Raw -146688.349833 + Penalty 2383.232480 = -144305.117353
  nChanged 4
		SP:Iteration 15Q (14107.180000 sec): 3 clusters
  Score: Raw -146691.034486 + Penalty 2383.232480 = -144307.802006
  nChanged 2
		SP:Iteration 16Q (14107.190000 sec): 3 clusters
  Score: Raw -146692.961474 + Penalty 2383.232480 = -144309.728995
  nChanged 2
		SP:Iteration 17Q (14107.190000 sec): 3 clusters
  Score: Raw -146693.831014 + Penalty 2383.232480 = -144310.598534
  nChanged 0
		SP:Iteration 18F (14107.190000 sec): 3 clusters
  Score: Raw -146693.831014 + Penalty 2383.232480 = -144310.598534
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14107.230000 sec): 2 clusters
  Score: Raw -1174837.509334 + Penalty 1501.262592 = -1173336.246742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14107.250000 sec): 3 clusters
  Score: Raw -1169037.535777 + Penalty 3002.525184 = -1166035.010593
  nChanged 4455
		SP:Iteration 1F (14107.280000 sec): 3 clusters
  Score: Raw -1171588.421170 + Penalty 3002.525184 = -1168585.895987
  nChanged 730
		SP:Iteration 2F (14107.310000 sec): 3 clusters
  Score: Raw -1172140.109988 + Penalty 3002.525184 = -1169137.584804
  nChanged 734
		SP:Iteration 3F (14107.330000 sec): 3 clusters
  Score: Raw -1172773.120627 + Penalty 3002.525184 = -1169770.595443
  nChanged 720
		SP:Iteration 4F (14107.360000 sec): 3 clusters
  Score: Raw -1173398.202528 + Penalty 3002.525184 = -1170395.677345
  nChanged 704
		SP:Iteration 5F (14107.380000 sec): 3 clusters
  Score: Raw -1174042.603560 + Penalty 3002.525184 = -1171040.078376
  nChanged 646
		SP:Iteration 6F (14107.410000 sec): 3 clusters
  Score: Raw -1174635.909550 + Penalty 3002.525184 = -1171633.384366
  nChanged 567
		SP:Iteration 7F (14107.430000 sec): 3 clusters
  Score: Raw -1175078.529911 + Penalty 3002.525184 = -1172076.004727
  nChanged 408
		SP:Iteration 8Q (14107.460000 sec): 3 clusters
  Score: Raw -1175336.222231 + Penalty 3002.525184 = -1172333.697047
  nChanged 295
		SP:Iteration 9Q (14107.490000 sec): 3 clusters
  Score: Raw -1175486.854883 + Penalty 3002.525184 = -1172484.329700
  nChanged 220
		SP:Iteration 10Q (14107.510000 sec): 3 clusters
  Score: Raw -1175581.679962 + Penalty 3002.525184 = -1172579.154778
  nChanged 143
		SP:Iteration 11Q (14107.530000 sec): 3 clusters
  Score: Raw -1175636.970230 + Penalty 3002.525184 = -1172634.445046
  nChanged 126
		SP:Iteration 12Q (14107.560000 sec): 3 clusters
  Score: Raw -1175670.160486 + Penalty 3002.525184 = -1172667.635303
  nChanged 76
		SP:Iteration 13Q (14107.590000 sec): 3 clusters
  Score: Raw -1175688.625047 + Penalty 3002.525184 = -1172686.099864
  nChanged 48
		SP:Iteration 14Q (14107.610000 sec): 3 clusters
  Score: Raw -1175697.056457 + Penalty 3002.525184 = -1172694.531273
  nChanged 46
		SP:Iteration 15Q (14107.630000 sec): 3 clusters
  Score: Raw -1175704.740130 + Penalty 3002.525184 = -1172702.214946
  nChanged 33
		SP:Iteration 16Q (14107.660000 sec): 3 clusters
  Score: Raw -1175710.710356 + Penalty 3002.525184 = -1172708.185172
  nChanged 32
		SP:Iteration 17Q (14107.680000 sec): 3 clusters
  Score: Raw -1175717.241345 + Penalty 3002.525184 = -1172714.716161
  nChanged 44
		SP:Iteration 18Q (14107.710000 sec): 3 clusters
  Score: Raw -1175726.740922 + Penalty 3002.525184 = -1172724.215738
  nChanged 42
		SP:Iteration 19Q (14107.730000 sec): 3 clusters
  Score: Raw -1175735.397030 + Penalty 3002.525184 = -1172732.871847
  nChanged 43
		SP:Iteration 20F (14107.760000 sec): 3 clusters
  Score: Raw -1175742.933240 + Penalty 3002.525184 = -1172740.408056
  nChanged 33
		SP:Iteration 21Q (14107.780000 sec): 3 clusters
  Score: Raw -1175748.074090 + Penalty 3002.525184 = -1172745.548906
  nChanged 28
		SP:Iteration 22Q (14107.810000 sec): 3 clusters
  Score: Raw -1175752.600401 + Penalty 3002.525184 = -1172750.075218
  nChanged 21
		SP:Iteration 23Q (14107.830000 sec): 3 clusters
  Score: Raw -1175755.566471 + Penalty 3002.525184 = -1172753.041288
  nChanged 28
		SP:Iteration 24Q (14107.850000 sec): 3 clusters
  Score: Raw -1175760.737166 + Penalty 3002.525184 = -1172758.211983
  nChanged 20
		SP:Iteration 25Q (14107.880000 sec): 3 clusters
  Score: Raw -1175763.670200 + Penalty 3002.525184 = -1172761.145016
  nChanged 21
		SP:Iteration 26Q (14107.910000 sec): 3 clusters
  Score: Raw -1175766.464585 + Penalty 3002.525184 = -1172763.939401
  nChanged 20
		SP:Iteration 27Q (14107.930000 sec): 3 clusters
  Score: Raw -1175768.919463 + Penalty 3002.525184 = -1172766.394279
  nChanged 21
		SP:Iteration 28Q (14107.950000 sec): 3 clusters
  Score: Raw -1175771.720315 + Penalty 3002.525184 = -1172769.195132
  nChanged 18
		SP:Iteration 29Q (14107.980000 sec): 3 clusters
  Score: Raw -1175774.261666 + Penalty 3002.525184 = -1172771.736483
  nChanged 18
		SP:Iteration 30Q (14108.000000 sec): 3 clusters
  Score: Raw -1175777.124513 + Penalty 3002.525184 = -1172774.599329
  nChanged 18
		SP:Iteration 31Q (14108.020000 sec): 3 clusters
  Score: Raw -1175779.921456 + Penalty 3002.525184 = -1172777.396272
  nChanged 19
		SP:Iteration 32Q (14108.050000 sec): 3 clusters
  Score: Raw -1175782.741216 + Penalty 3002.525184 = -1172780.216032
  nChanged 14
		SP:Iteration 33Q (14108.070000 sec): 3 clusters
  Score: Raw -1175784.477425 + Penalty 3002.525184 = -1172781.952241
  nChanged 16
		SP:Iteration 34Q (14108.090000 sec): 3 clusters
  Score: Raw -1175785.968241 + Penalty 3002.525184 = -1172783.443057
  nChanged 8
		SP:Iteration 35Q (14108.120000 sec): 3 clusters
  Score: Raw -1175786.768443 + Penalty 3002.525184 = -1172784.243260
  nChanged 4
		SP:Iteration 36Q (14108.140000 sec): 3 clusters
  Score: Raw -1175787.170641 + Penalty 3002.525184 = -1172784.645457
  nChanged 2
		SP:Iteration 37Q (14108.170000 sec): 3 clusters
  Score: Raw -1175787.291934 + Penalty 3002.525184 = -1172784.766750
  nChanged 3
		SP:Iteration 38Q (14108.190000 sec): 3 clusters
  Score: Raw -1175787.556803 + Penalty 3002.525184 = -1172785.031619
  nChanged 2
		SP:Iteration 39Q (14108.210000 sec): 3 clusters
  Score: Raw -1175787.993142 + Penalty 3002.525184 = -1172785.467958
  nChanged 3
		SP:Iteration 40F (14108.240000 sec): 3 clusters
  Score: Raw -1175788.274902 + Penalty 3002.525184 = -1172785.749718
  nChanged 2
		SP:Iteration 41Q (14108.260000 sec): 3 clusters
  Score: Raw -1175788.389987 + Penalty 3002.525184 = -1172785.864804
  nChanged 1
		SP:Iteration 42Q (14108.290000 sec): 3 clusters
  Score: Raw -1175788.468004 + Penalty 3002.525184 = -1172785.942821
  nChanged 0
		SP:Iteration 43F (14108.310000 sec): 3 clusters
  Score: Raw -1175788.468004 + Penalty 3002.525184 = -1172785.942821
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14108.330000 sec): 2 clusters
  Score: Raw -573407.360169 + Penalty 1385.596453 = -572021.763716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14108.340000 sec): 3 clusters
  Score: Raw -570816.801711 + Penalty 2771.192906 = -568045.608805
  nChanged 2032
		SP:Iteration 1F (14108.350000 sec): 3 clusters
  Score: Raw -571897.342096 + Penalty 2771.192906 = -569126.149190
  nChanged 344
		SP:Iteration 2F (14108.370000 sec): 3 clusters
  Score: Raw -572061.612241 + Penalty 2771.192906 = -569290.419335
  nChanged 252
		SP:Iteration 3Q (14108.380000 sec): 3 clusters
  Score: Raw -572162.409877 + Penalty 2771.192906 = -569391.216971
  nChanged 172
		SP:Iteration 4Q (14108.390000 sec): 3 clusters
  Score: Raw -572230.411057 + Penalty 2771.192906 = -569459.218150
  nChanged 143
		SP:Iteration 5Q (14108.410000 sec): 3 clusters
  Score: Raw -572282.611872 + Penalty 2771.192906 = -569511.418965
  nChanged 120
		SP:Iteration 6Q (14108.420000 sec): 3 clusters
  Score: Raw -572324.960509 + Penalty 2771.192906 = -569553.767602
  nChanged 114
		SP:Iteration 7Q (14108.430000 sec): 3 clusters
  Score: Raw -572365.089418 + Penalty 2771.192906 = -569593.896512
  nChanged 94
		SP:Iteration 8Q (14108.440000 sec): 3 clusters
  Score: Raw -572400.617618 + Penalty 2771.192906 = -569629.424711
  nChanged 106
		SP:Iteration 9Q (14108.460000 sec): 3 clusters
  Score: Raw -572442.164189 + Penalty 2771.192906 = -569670.971282
  nChanged 111
		SP:Iteration 10Q (14108.470000 sec): 3 clusters
  Score: Raw -572492.251233 + Penalty 2771.192906 = -569721.058326
  nChanged 117
		SP:Iteration 11Q (14108.480000 sec): 3 clusters
  Score: Raw -572544.397851 + Penalty 2771.192906 = -569773.204944
  nChanged 120
		SP:Iteration 12Q (14108.490000 sec): 3 clusters
  Score: Raw -572596.351326 + Penalty 2771.192906 = -569825.158420
  nChanged 127
		SP:Iteration 13Q (14108.510000 sec): 3 clusters
  Score: Raw -572660.192754 + Penalty 2771.192906 = -569888.999847
  nChanged 143
		SP:Iteration 14Q (14108.520000 sec): 3 clusters
  Score: Raw -572733.888934 + Penalty 2771.192906 = -569962.696027
  nChanged 124
		SP:Iteration 15Q (14108.530000 sec): 3 clusters
  Score: Raw -572806.518957 + Penalty 2771.192906 = -570035.326051
  nChanged 130
		SP:Iteration 16Q (14108.550000 sec): 3 clusters
  Score: Raw -572884.378731 + Penalty 2771.192906 = -570113.185825
  nChanged 143
		SP:Iteration 17Q (14108.560000 sec): 3 clusters
  Score: Raw -572959.381772 + Penalty 2771.192906 = -570188.188866
  nChanged 143
		SP:Iteration 18Q (14108.570000 sec): 3 clusters
  Score: Raw -573051.816055 + Penalty 2771.192906 = -570280.623149
  nChanged 145
		SP:Iteration 19Q (14108.580000 sec): 3 clusters
  Score: Raw -573146.040129 + Penalty 2771.192906 = -570374.847222
  nChanged 139
		SP:Iteration 20F (14108.590000 sec): 3 clusters
  Score: Raw -573234.064969 + Penalty 2771.192906 = -570462.872063
  nChanged 128
		SP:Iteration 21Q (14108.610000 sec): 3 clusters
  Score: Raw -573327.508499 + Penalty 2771.192906 = -570556.315593
  nChanged 104
		SP:Iteration 22Q (14108.620000 sec): 3 clusters
  Score: Raw -573406.405666 + Penalty 2771.192906 = -570635.212759
  nChanged 80
		SP:Iteration 23Q (14108.630000 sec): 3 clusters
  Score: Raw -573459.455213 + Penalty 2771.192906 = -570688.262307
  nChanged 61
		SP:Iteration 24Q (14108.640000 sec): 3 clusters
  Score: Raw -573494.321781 + Penalty 2771.192906 = -570723.128875
  nChanged 39
		SP:Iteration 25Q (14108.650000 sec): 3 clusters
  Score: Raw -573521.333361 + Penalty 2771.192906 = -570750.140455
  nChanged 34
		SP:Iteration 26Q (14108.660000 sec): 3 clusters
  Score: Raw -573545.523962 + Penalty 2771.192906 = -570774.331056
  nChanged 30
		SP:Iteration 27Q (14108.670000 sec): 3 clusters
  Score: Raw -573568.727592 + Penalty 2771.192906 = -570797.534685
  nChanged 26
		SP:Iteration 28Q (14108.690000 sec): 3 clusters
  Score: Raw -573588.074758 + Penalty 2771.192906 = -570816.881851
  nChanged 19
		SP:Iteration 29Q (14108.700000 sec): 3 clusters
  Score: Raw -573604.535015 + Penalty 2771.192906 = -570833.342108
  nChanged 18
		SP:Iteration 30Q (14108.710000 sec): 3 clusters
  Score: Raw -573618.458907 + Penalty 2771.192906 = -570847.266000
  nChanged 7
		SP:Iteration 31Q (14108.720000 sec): 3 clusters
  Score: Raw -573622.832285 + Penalty 2771.192906 = -570851.639379
  nChanged 11
		SP:Iteration 32Q (14108.730000 sec): 3 clusters
  Score: Raw -573630.954268 + Penalty 2771.192906 = -570859.761362
  nChanged 6
		SP:Iteration 33Q (14108.740000 sec): 3 clusters
  Score: Raw -573637.458914 + Penalty 2771.192906 = -570866.266007
  nChanged 7
		SP:Iteration 34Q (14108.750000 sec): 3 clusters
  Score: Raw -573643.883159 + Penalty 2771.192906 = -570872.690253
  nChanged 0
		SP:Iteration 35F (14108.760000 sec): 3 clusters
  Score: Raw -573643.883159 + Penalty 2771.192906 = -570872.690253
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14108.780000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14108.800000 sec): 3 clusters
  Score: Raw -765344.724453 + Penalty 2868.974794 = -762475.749659
  nChanged 2865
		SP:Iteration 1F (14108.820000 sec): 3 clusters
  Score: Raw -766951.626005 + Penalty 2868.974794 = -764082.651211
  nChanged 522
		SP:Iteration 2F (14108.830000 sec): 3 clusters
  Score: Raw -767303.247301 + Penalty 2868.974794 = -764434.272507
  nChanged 454
		SP:Iteration 3F (14108.850000 sec): 3 clusters
  Score: Raw -767594.582342 + Penalty 2868.974794 = -764725.607548
  nChanged 398
		SP:Iteration 4F (14108.870000 sec): 3 clusters
  Score: Raw -767880.591500 + Penalty 2868.974794 = -765011.616706
  nChanged 372
		SP:Iteration 5F (14108.890000 sec): 3 clusters
  Score: Raw -768155.465537 + Penalty 2868.974794 = -765286.490743
  nChanged 352
		SP:Iteration 6F (14108.900000 sec): 3 clusters
  Score: Raw -768408.411540 + Penalty 2868.974794 = -765539.436746
  nChanged 312
		SP:Iteration 7Q (14108.920000 sec): 3 clusters
  Score: Raw -768654.205744 + Penalty 2868.974794 = -765785.230950
  nChanged 338
		SP:Iteration 8Q (14108.940000 sec): 3 clusters
  Score: Raw -768957.982650 + Penalty 2868.974794 = -766089.007856
  nChanged 328
		SP:Iteration 9Q (14108.950000 sec): 3 clusters
  Score: Raw -769316.020035 + Penalty 2868.974794 = -766447.045241
  nChanged 354
		SP:Iteration 10F (14108.970000 sec): 3 clusters
  Score: Raw -769699.526508 + Penalty 2868.974794 = -766830.551714
  nChanged 297
		SP:Iteration 11Q (14108.990000 sec): 3 clusters
  Score: Raw -769975.325099 + Penalty 2868.974794 = -767106.350305
  nChanged 193
		SP:Iteration 12Q (14109.000000 sec): 3 clusters
  Score: Raw -770099.535158 + Penalty 2868.974794 = -767230.560364
  nChanged 118
		SP:Iteration 13Q (14109.020000 sec): 3 clusters
  Score: Raw -770156.512289 + Penalty 2868.974794 = -767287.537495
  nChanged 71
		SP:Iteration 14Q (14109.030000 sec): 3 clusters
  Score: Raw -770183.547057 + Penalty 2868.974794 = -767314.572263
  nChanged 49
		SP:Iteration 15Q (14109.050000 sec): 3 clusters
  Score: Raw -770199.438648 + Penalty 2868.974794 = -767330.463854
  nChanged 40
		SP:Iteration 16Q (14109.060000 sec): 3 clusters
  Score: Raw -770209.324998 + Penalty 2868.974794 = -767340.350204
  nChanged 31
		SP:Iteration 17Q (14109.080000 sec): 3 clusters
  Score: Raw -770216.868706 + Penalty 2868.974794 = -767347.893912
  nChanged 25
		SP:Iteration 18Q (14109.090000 sec): 3 clusters
  Score: Raw -770225.249197 + Penalty 2868.974794 = -767356.274403
  nChanged 27
		SP:Iteration 19Q (14109.110000 sec): 3 clusters
  Score: Raw -770232.470347 + Penalty 2868.974794 = -767363.495553
  nChanged 19
		SP:Iteration 20F (14109.120000 sec): 3 clusters
  Score: Raw -770236.461358 + Penalty 2868.974794 = -767367.486564
  nChanged 18
		SP:Iteration 21Q (14109.140000 sec): 3 clusters
  Score: Raw -770239.820510 + Penalty 2868.974794 = -767370.845716
  nChanged 13
		SP:Iteration 22Q (14109.150000 sec): 3 clusters
  Score: Raw -770242.038901 + Penalty 2868.974794 = -767373.064107
  nChanged 12
		SP:Iteration 23Q (14109.170000 sec): 3 clusters
  Score: Raw -770243.802826 + Penalty 2868.974794 = -767374.828032
  nChanged 8
		SP:Iteration 24Q (14109.180000 sec): 3 clusters
  Score: Raw -770245.282464 + Penalty 2868.974794 = -767376.307670
  nChanged 5
		SP:Iteration 25Q (14109.200000 sec): 3 clusters
  Score: Raw -770246.378759 + Penalty 2868.974794 = -767377.403965
  nChanged 6
		SP:Iteration 26Q (14109.210000 sec): 3 clusters
  Score: Raw -770247.382907 + Penalty 2868.974794 = -767378.408113
  nChanged 9
		SP:Iteration 27Q (14109.230000 sec): 3 clusters
  Score: Raw -770248.478980 + Penalty 2868.974794 = -767379.504186
  nChanged 9
		SP:Iteration 28Q (14109.240000 sec): 3 clusters
  Score: Raw -770249.649437 + Penalty 2868.974794 = -767380.674643
  nChanged 4
		SP:Iteration 29Q (14109.260000 sec): 3 clusters
  Score: Raw -770250.541600 + Penalty 2868.974794 = -767381.566806
  nChanged 5
		SP:Iteration 30Q (14109.270000 sec): 3 clusters
  Score: Raw -770251.526194 + Penalty 2868.974794 = -767382.551400
  nChanged 4
		SP:Iteration 31Q (14109.290000 sec): 3 clusters
  Score: Raw -770252.194905 + Penalty 2868.974794 = -767383.220111
  nChanged 4
		SP:Iteration 32Q (14109.300000 sec): 3 clusters
  Score: Raw -770252.520735 + Penalty 2868.974794 = -767383.545941
  nChanged 3
		SP:Iteration 33Q (14109.320000 sec): 3 clusters
  Score: Raw -770253.458155 + Penalty 2868.974794 = -767384.483361
  nChanged 2
		SP:Iteration 34Q (14109.330000 sec): 3 clusters
  Score: Raw -770253.757095 + Penalty 2868.974794 = -767384.782301
  nChanged 1
		SP:Iteration 35Q (14109.350000 sec): 3 clusters
  Score: Raw -770253.883115 + Penalty 2868.974794 = -767384.908321
  nChanged 0
		SP:Iteration 36F (14109.370000 sec): 3 clusters
  Score: Raw -770253.883115 + Penalty 2868.974794 = -767384.908321
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14109.380000 sec): 2 clusters
  Score: Raw -670544.718503 + Penalty 1413.318681 = -669131.399822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14109.400000 sec): 3 clusters
  Score: Raw -667358.577110 + Penalty 2826.637363 = -664531.939747
  nChanged 2485
		SP:Iteration 1F (14109.410000 sec): 3 clusters
  Score: Raw -668713.680394 + Penalty 2826.637363 = -665887.043031
  nChanged 457
		SP:Iteration 2F (14109.430000 sec): 3 clusters
  Score: Raw -668973.501695 + Penalty 2826.637363 = -666146.864332
  nChanged 392
		SP:Iteration 3F (14109.450000 sec): 3 clusters
  Score: Raw -669195.309879 + Penalty 2826.637363 = -666368.672516
  nChanged 337
		SP:Iteration 4F (14109.460000 sec): 3 clusters
  Score: Raw -669399.855575 + Penalty 2826.637363 = -666573.218213
  nChanged 305
		SP:Iteration 5F (14109.470000 sec): 3 clusters
  Score: Raw -669593.625117 + Penalty 2826.637363 = -666766.987754
  nChanged 275
		SP:Iteration 6Q (14109.490000 sec): 3 clusters
  Score: Raw -669769.844558 + Penalty 2826.637363 = -666943.207195
  nChanged 260
		SP:Iteration 7Q (14109.510000 sec): 3 clusters
  Score: Raw -669933.449212 + Penalty 2826.637363 = -667106.811849
  nChanged 239
		SP:Iteration 8Q (14109.520000 sec): 3 clusters
  Score: Raw -670072.990551 + Penalty 2826.637363 = -667246.353189
  nChanged 210
		SP:Iteration 9Q (14109.530000 sec): 3 clusters
  Score: Raw -670180.608446 + Penalty 2826.637363 = -667353.971083
  nChanged 192
		SP:Iteration 10Q (14109.550000 sec): 3 clusters
  Score: Raw -670274.238462 + Penalty 2826.637363 = -667447.601099
  nChanged 153
		SP:Iteration 11Q (14109.560000 sec): 3 clusters
  Score: Raw -670347.939845 + Penalty 2826.637363 = -667521.302483
  nChanged 135
		SP:Iteration 12Q (14109.580000 sec): 3 clusters
  Score: Raw -670402.082108 + Penalty 2826.637363 = -667575.444746
  nChanged 115
		SP:Iteration 13Q (14109.590000 sec): 3 clusters
  Score: Raw -670444.261855 + Penalty 2826.637363 = -667617.624492
  nChanged 88
		SP:Iteration 14Q (14109.610000 sec): 3 clusters
  Score: Raw -670474.695356 + Penalty 2826.637363 = -667648.057993
  nChanged 78
		SP:Iteration 15Q (14109.620000 sec): 3 clusters
  Score: Raw -670503.394919 + Penalty 2826.637363 = -667676.757557
  nChanged 70
		SP:Iteration 16Q (14109.640000 sec): 3 clusters
  Score: Raw -670528.222157 + Penalty 2826.637363 = -667701.584795
  nChanged 58
		SP:Iteration 17Q (14109.650000 sec): 3 clusters
  Score: Raw -670548.708840 + Penalty 2826.637363 = -667722.071478
  nChanged 52
		SP:Iteration 18Q (14109.670000 sec): 3 clusters
  Score: Raw -670563.917185 + Penalty 2826.637363 = -667737.279822
  nChanged 51
		SP:Iteration 19Q (14109.680000 sec): 3 clusters
  Score: Raw -670582.588646 + Penalty 2826.637363 = -667755.951284
  nChanged 42
		SP:Iteration 20F (14109.700000 sec): 3 clusters
  Score: Raw -670598.248150 + Penalty 2826.637363 = -667771.610787
  nChanged 44
		SP:Iteration 21Q (14109.710000 sec): 3 clusters
  Score: Raw -670611.955332 + Penalty 2826.637363 = -667785.317969
  nChanged 38
		SP:Iteration 22Q (14109.730000 sec): 3 clusters
  Score: Raw -670624.842984 + Penalty 2826.637363 = -667798.205621
  nChanged 33
		SP:Iteration 23Q (14109.740000 sec): 3 clusters
  Score: Raw -670637.924795 + Penalty 2826.637363 = -667811.287433
  nChanged 39
		SP:Iteration 24Q (14109.760000 sec): 3 clusters
  Score: Raw -670652.248000 + Penalty 2826.637363 = -667825.610638
  nChanged 33
		SP:Iteration 25Q (14109.770000 sec): 3 clusters
  Score: Raw -670661.889000 + Penalty 2826.637363 = -667835.251637
  nChanged 28
		SP:Iteration 26Q (14109.790000 sec): 3 clusters
  Score: Raw -670668.990305 + Penalty 2826.637363 = -667842.352942
  nChanged 15
		SP:Iteration 27Q (14109.800000 sec): 3 clusters
  Score: Raw -670671.632731 + Penalty 2826.637363 = -667844.995368
  nChanged 15
		SP:Iteration 28Q (14109.810000 sec): 3 clusters
  Score: Raw -670675.071159 + Penalty 2826.637363 = -667848.433797
  nChanged 17
		SP:Iteration 29Q (14109.830000 sec): 3 clusters
  Score: Raw -670679.852582 + Penalty 2826.637363 = -667853.215220
  nChanged 22
		SP:Iteration 30Q (14109.840000 sec): 3 clusters
  Score: Raw -670685.926815 + Penalty 2826.637363 = -667859.289453
  nChanged 27
		SP:Iteration 31Q (14109.850000 sec): 3 clusters
  Score: Raw -670692.357043 + Penalty 2826.637363 = -667865.719680
  nChanged 24
		SP:Iteration 32Q (14109.870000 sec): 3 clusters
  Score: Raw -670698.738116 + Penalty 2826.637363 = -667872.100754
  nChanged 21
		SP:Iteration 33Q (14109.890000 sec): 3 clusters
  Score: Raw -670705.553409 + Penalty 2826.637363 = -667878.916046
  nChanged 21
		SP:Iteration 34Q (14109.900000 sec): 3 clusters
  Score: Raw -670710.356068 + Penalty 2826.637363 = -667883.718705
  nChanged 19
		SP:Iteration 35Q (14109.910000 sec): 3 clusters
  Score: Raw -670715.841548 + Penalty 2826.637363 = -667889.204186
  nChanged 15
		SP:Iteration 36Q (14109.930000 sec): 3 clusters
  Score: Raw -670719.927395 + Penalty 2826.637363 = -667893.290032
  nChanged 21
		SP:Iteration 37Q (14109.940000 sec): 3 clusters
  Score: Raw -670725.953903 + Penalty 2826.637363 = -667899.316541
  nChanged 15
		SP:Iteration 38Q (14109.960000 sec): 3 clusters
  Score: Raw -670730.341391 + Penalty 2826.637363 = -667903.704029
  nChanged 15
		SP:Iteration 39Q (14109.970000 sec): 3 clusters
  Score: Raw -670734.427263 + Penalty 2826.637363 = -667907.789900
  nChanged 8
		SP:Iteration 40F (14109.990000 sec): 3 clusters
  Score: Raw -670737.028136 + Penalty 2826.637363 = -667910.390773
  nChanged 9
		SP:Iteration 41Q (14110.000000 sec): 3 clusters
  Score: Raw -670739.266580 + Penalty 2826.637363 = -667912.629218
  nChanged 7
		SP:Iteration 42Q (14110.010000 sec): 3 clusters
  Score: Raw -670741.048779 + Penalty 2826.637363 = -667914.411416
  nChanged 5
		SP:Iteration 43Q (14110.030000 sec): 3 clusters
  Score: Raw -670742.291953 + Penalty 2826.637363 = -667915.654591
  nChanged 5
		SP:Iteration 44Q (14110.050000 sec): 3 clusters
  Score: Raw -670743.329312 + Penalty 2826.637363 = -667916.691949
  nChanged 4
		SP:Iteration 45Q (14110.060000 sec): 3 clusters
  Score: Raw -670744.523428 + Penalty 2826.637363 = -667917.886066
  nChanged 11
		SP:Iteration 46Q (14110.070000 sec): 3 clusters
  Score: Raw -670747.573974 + Penalty 2826.637363 = -667920.936611
  nChanged 9
		SP:Iteration 47Q (14110.090000 sec): 3 clusters
  Score: Raw -670750.404652 + Penalty 2826.637363 = -667923.767289
  nChanged 10
		SP:Iteration 48Q (14110.100000 sec): 3 clusters
  Score: Raw -670753.363043 + Penalty 2826.637363 = -667926.725681
  nChanged 9
		SP:Iteration 49Q (14110.120000 sec): 3 clusters
  Score: Raw -670756.668522 + Penalty 2826.637363 = -667930.031159
  nChanged 12
		SP:Iteration 50Q (14110.130000 sec): 3 clusters
  Score: Raw -670759.008121 + Penalty 2826.637363 = -667932.370759
  nChanged 4
		SP:Iteration 51Q (14110.150000 sec): 3 clusters
  Score: Raw -670760.368071 + Penalty 2826.637363 = -667933.730709
  nChanged 3
		SP:Iteration 52Q (14110.160000 sec): 3 clusters
  Score: Raw -670760.995539 + Penalty 2826.637363 = -667934.358176
  nChanged 1
		SP:Iteration 53Q (14110.170000 sec): 3 clusters
  Score: Raw -670761.078605 + Penalty 2826.637363 = -667934.441243
  nChanged 0
		SP:Iteration 54F (14110.190000 sec): 3 clusters
  Score: Raw -670761.078605 + Penalty 2826.637363 = -667934.441243
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14110.200000 sec): 2 clusters
  Score: Raw -17362.753808 + Penalty 842.039827 = -16520.713981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14110.200000 sec): 3 clusters
  Score: Raw -17556.691181 + Penalty 1684.079654 = -15872.611527
  nChanged 25
		SP:Iteration 1F (14110.200000 sec): 3 clusters
  Score: Raw -17657.063894 + Penalty 1684.079654 = -15972.984240
  nChanged 5
		SP:Iteration 2Q (14110.200000 sec): 3 clusters
  Score: Raw -17672.353706 + Penalty 1684.079654 = -15988.274053
  nChanged 4
		SP:Iteration 3Q (14110.200000 sec): 3 clusters
  Score: Raw -17682.217280 + Penalty 1684.079654 = -15998.137626
  nChanged 2
		SP:Iteration 4Q (14110.200000 sec): 3 clusters
  Score: Raw -17693.833688 + Penalty 1684.079654 = -16009.754034
  nChanged 3
		SP:Iteration 5Q (14110.200000 sec): 3 clusters
  Score: Raw -17706.553981 + Penalty 1684.079654 = -16022.474327
  nChanged 3
		SP:Iteration 6Q (14110.200000 sec): 3 clusters
  Score: Raw -17724.202693 + Penalty 1684.079654 = -16040.123040
  nChanged 2
		SP:Iteration 7Q (14110.200000 sec): 3 clusters
  Score: Raw -17738.867309 + Penalty 1684.079654 = -16054.787655
  nChanged 1
		SP:Iteration 8Q (14110.200000 sec): 3 clusters
  Score: Raw -17740.709719 + Penalty 1684.079654 = -16056.630065
  nChanged 0
		SP:Iteration 9F (14110.200000 sec): 3 clusters
  Score: Raw -17740.709719 + Penalty 1684.079654 = -16056.630065
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14110.210000 sec): 2 clusters
  Score: Raw -229820.636708 + Penalty 1248.702661 = -228571.934047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14110.210000 sec): 3 clusters
  Score: Raw -228877.205459 + Penalty 2497.405322 = -226379.800137
  nChanged 759
		SP:Iteration 1F (14110.220000 sec): 3 clusters
  Score: Raw -229389.345857 + Penalty 2497.405322 = -226891.940535
  nChanged 186
		SP:Iteration 2F (14110.230000 sec): 3 clusters
  Score: Raw -229548.381563 + Penalty 2497.405322 = -227050.976241
  nChanged 122
		SP:Iteration 3F (14110.230000 sec): 3 clusters
  Score: Raw -229663.780624 + Penalty 2497.405322 = -227166.375302
  nChanged 97
		SP:Iteration 4Q (14110.240000 sec): 3 clusters
  Score: Raw -229755.722167 + Penalty 2497.405322 = -227258.316845
  nChanged 85
		SP:Iteration 5Q (14110.240000 sec): 3 clusters
  Score: Raw -229846.635622 + Penalty 2497.405322 = -227349.230300
  nChanged 61
		SP:Iteration 6Q (14110.250000 sec): 3 clusters
  Score: Raw -229912.125821 + Penalty 2497.405322 = -227414.720499
  nChanged 85
		SP:Iteration 7Q (14110.250000 sec): 3 clusters
  Score: Raw -229974.650945 + Penalty 2497.405322 = -227477.245623
  nChanged 58
		SP:Iteration 8Q (14110.260000 sec): 3 clusters
  Score: Raw -230028.828161 + Penalty 2497.405322 = -227531.422839
  nChanged 54
		SP:Iteration 9Q (14110.260000 sec): 3 clusters
  Score: Raw -230077.421227 + Penalty 2497.405322 = -227580.015905
  nChanged 56
		SP:Iteration 10Q (14110.270000 sec): 3 clusters
  Score: Raw -230127.746277 + Penalty 2497.405322 = -227630.340955
  nChanged 48
		SP:Iteration 11Q (14110.270000 sec): 3 clusters
  Score: Raw -230168.135246 + Penalty 2497.405322 = -227670.729924
  nChanged 38
		SP:Iteration 12Q (14110.280000 sec): 3 clusters
  Score: Raw -230197.151708 + Penalty 2497.405322 = -227699.746386
  nChanged 35
		SP:Iteration 13Q (14110.280000 sec): 3 clusters
  Score: Raw -230222.461050 + Penalty 2497.405322 = -227725.055728
  nChanged 28
		SP:Iteration 14Q (14110.290000 sec): 3 clusters
  Score: Raw -230242.514108 + Penalty 2497.405322 = -227745.108786
  nChanged 31
		SP:Iteration 15Q (14110.290000 sec): 3 clusters
  Score: Raw -230263.007789 + Penalty 2497.405322 = -227765.602467
  nChanged 21
		SP:Iteration 16Q (14110.300000 sec): 3 clusters
  Score: Raw -230274.708656 + Penalty 2497.405322 = -227777.303334
  nChanged 15
		SP:Iteration 17Q (14110.300000 sec): 3 clusters
  Score: Raw -230284.606114 + Penalty 2497.405322 = -227787.200792
  nChanged 14
		SP:Iteration 18Q (14110.310000 sec): 3 clusters
  Score: Raw -230298.903540 + Penalty 2497.405322 = -227801.498218
  nChanged 18
		SP:Iteration 19Q (14110.310000 sec): 3 clusters
  Score: Raw -230310.176992 + Penalty 2497.405322 = -227812.771670
  nChanged 16
		SP:Iteration 20F (14110.320000 sec): 3 clusters
  Score: Raw -230321.312153 + Penalty 2497.405322 = -227823.906831
  nChanged 11
		SP:Iteration 21Q (14110.320000 sec): 3 clusters
  Score: Raw -230327.661511 + Penalty 2497.405322 = -227830.256189
  nChanged 10
		SP:Iteration 22Q (14110.330000 sec): 3 clusters
  Score: Raw -230335.752558 + Penalty 2497.405322 = -227838.347236
  nChanged 9
		SP:Iteration 23Q (14110.330000 sec): 3 clusters
  Score: Raw -230341.124271 + Penalty 2497.405322 = -227843.718949
  nChanged 6
		SP:Iteration 24Q (14110.340000 sec): 3 clusters
  Score: Raw -230344.066976 + Penalty 2497.405322 = -227846.661654
  nChanged 8
		SP:Iteration 25Q (14110.340000 sec): 3 clusters
  Score: Raw -230347.869145 + Penalty 2497.405322 = -227850.463823
  nChanged 6
		SP:Iteration 26Q (14110.350000 sec): 3 clusters
  Score: Raw -230350.062704 + Penalty 2497.405322 = -227852.657382
  nChanged 4
		SP:Iteration 27Q (14110.350000 sec): 3 clusters
  Score: Raw -230351.926208 + Penalty 2497.405322 = -227854.520886
  nChanged 4
		SP:Iteration 28Q (14110.360000 sec): 3 clusters
  Score: Raw -230354.545301 + Penalty 2497.405322 = -227857.139979
  nChanged 5
		SP:Iteration 29Q (14110.360000 sec): 3 clusters
  Score: Raw -230356.779957 + Penalty 2497.405322 = -227859.374635
  nChanged 4
		SP:Iteration 30Q (14110.370000 sec): 3 clusters
  Score: Raw -230358.701960 + Penalty 2497.405322 = -227861.296638
  nChanged 2
		SP:Iteration 31Q (14110.370000 sec): 3 clusters
  Score: Raw -230359.487736 + Penalty 2497.405322 = -227862.082414
  nChanged 3
		SP:Iteration 32Q (14110.380000 sec): 3 clusters
  Score: Raw -230360.503384 + Penalty 2497.405322 = -227863.098062
  nChanged 2
		SP:Iteration 33Q (14110.380000 sec): 3 clusters
  Score: Raw -230361.035641 + Penalty 2497.405322 = -227863.630319
  nChanged 1
		SP:Iteration 34Q (14110.390000 sec): 3 clusters
  Score: Raw -230361.478167 + Penalty 2497.405322 = -227864.072845
  nChanged 2
		SP:Iteration 35Q (14110.390000 sec): 3 clusters
  Score: Raw -230361.921531 + Penalty 2497.405322 = -227864.516209
  nChanged 1
		SP:Iteration 36Q (14110.400000 sec): 3 clusters
  Score: Raw -230362.022633 + Penalty 2497.405322 = -227864.617312
  nChanged 0
		SP:Iteration 37F (14110.400000 sec): 3 clusters
  Score: Raw -230362.022633 + Penalty 2497.405322 = -227864.617312
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14110.410000 sec): 2 clusters
  Score: Raw -68452.310809 + Penalty 1045.091301 = -67407.219509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14110.410000 sec): 3 clusters
  Score: Raw -68343.500122 + Penalty 2090.182602 = -66253.317520
  nChanged 143
		SP:Iteration 1F (14110.410000 sec): 3 clusters
  Score: Raw -68512.241381 + Penalty 2090.182602 = -66422.058779
  nChanged 43
		SP:Iteration 2F (14110.410000 sec): 3 clusters
  Score: Raw -68584.262488 + Penalty 2090.182602 = -66494.079887
  nChanged 24
		SP:Iteration 3Q (14110.410000 sec): 3 clusters
  Score: Raw -68611.981642 + Penalty 2090.182602 = -66521.799040
  nChanged 10
		SP:Iteration 4Q (14110.410000 sec): 3 clusters
  Score: Raw -68623.943352 + Penalty 2090.182602 = -66533.760750
  nChanged 11
		SP:Iteration 5Q (14110.420000 sec): 3 clusters
  Score: Raw -68642.238432 + Penalty 2090.182602 = -66552.055830
  nChanged 7
		SP:Iteration 6Q (14110.420000 sec): 3 clusters
  Score: Raw -68651.582925 + Penalty 2090.182602 = -66561.400324
  nChanged 4
		SP:Iteration 7Q (14110.420000 sec): 3 clusters
  Score: Raw -68655.042034 + Penalty 2090.182602 = -66564.859432
  nChanged 3
		SP:Iteration 8Q (14110.420000 sec): 3 clusters
  Score: Raw -68658.169848 + Penalty 2090.182602 = -66567.987246
  nChanged 2
		SP:Iteration 9Q (14110.420000 sec): 3 clusters
  Score: Raw -68660.410847 + Penalty 2090.182602 = -66570.228245
  nChanged 1
		SP:Iteration 10Q (14110.420000 sec): 3 clusters
  Score: Raw -68661.583042 + Penalty 2090.182602 = -66571.400441
  nChanged 0
		SP:Iteration 11F (14110.430000 sec): 3 clusters
  Score: Raw -68661.583042 + Penalty 2090.182602 = -66571.400441
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (5998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14110.450000 sec): 2 clusters
  Score: Raw -636282.386297 + Penalty 1413.616971 = -634868.769326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14110.460000 sec): 3 clusters
  Score: Raw -633024.068460 + Penalty 2827.233942 = -630196.834519
  nChanged 2510
		SP:Iteration 1F (14110.480000 sec): 3 clusters
  Score: Raw -634529.746697 + Penalty 2827.233942 = -631702.512755
  nChanged 451
		SP:Iteration 2F (14110.490000 sec): 3 clusters
  Score: Raw -634800.437828 + Penalty 2827.233942 = -631973.203886
  nChanged 376
		SP:Iteration 3F (14110.510000 sec): 3 clusters
  Score: Raw -635015.753228 + Penalty 2827.233942 = -632188.519286
  nChanged 308
		SP:Iteration 4F (14110.520000 sec): 3 clusters
  Score: Raw -635181.274469 + Penalty 2827.233942 = -632354.040527
  nChanged 240
		SP:Iteration 5Q (14110.540000 sec): 3 clusters
  Score: Raw -635323.306250 + Penalty 2827.233942 = -632496.072308
  nChanged 236
		SP:Iteration 6Q (14110.550000 sec): 3 clusters
  Score: Raw -635471.607153 + Penalty 2827.233942 = -632644.373211
  nChanged 250
		SP:Iteration 7Q (14110.570000 sec): 3 clusters
  Score: Raw -635618.598725 + Penalty 2827.233942 = -632791.364783
  nChanged 203
		SP:Iteration 8Q (14110.580000 sec): 3 clusters
  Score: Raw -635732.445326 + Penalty 2827.233942 = -632905.211384
  nChanged 196
		SP:Iteration 9Q (14110.590000 sec): 3 clusters
  Score: Raw -635845.350249 + Penalty 2827.233942 = -633018.116307
  nChanged 174
		SP:Iteration 10Q (14110.610000 sec): 3 clusters
  Score: Raw -635936.925618 + Penalty 2827.233942 = -633109.691676
  nChanged 151
		SP:Iteration 11Q (14110.630000 sec): 3 clusters
  Score: Raw -636012.215853 + Penalty 2827.233942 = -633184.981911
  nChanged 130
		SP:Iteration 12Q (14110.640000 sec): 3 clusters
  Score: Raw -636072.613297 + Penalty 2827.233942 = -633245.379355
  nChanged 112
		SP:Iteration 13Q (14110.650000 sec): 3 clusters
  Score: Raw -636123.415507 + Penalty 2827.233942 = -633296.181565
  nChanged 88
		SP:Iteration 14Q (14110.670000 sec): 3 clusters
  Score: Raw -636161.216473 + Penalty 2827.233942 = -633333.982531
  nChanged 71
		SP:Iteration 15Q (14110.680000 sec): 3 clusters
  Score: Raw -636185.424189 + Penalty 2827.233942 = -633358.190248
  nChanged 50
		SP:Iteration 16Q (14110.700000 sec): 3 clusters
  Score: Raw -636203.569480 + Penalty 2827.233942 = -633376.335538
  nChanged 57
		SP:Iteration 17Q (14110.710000 sec): 3 clusters
  Score: Raw -636221.108611 + Penalty 2827.233942 = -633393.874669
  nChanged 50
		SP:Iteration 18Q (14110.730000 sec): 3 clusters
  Score: Raw -636239.701188 + Penalty 2827.233942 = -633412.467246
  nChanged 43
		SP:Iteration 19Q (14110.740000 sec): 3 clusters
  Score: Raw -636256.646308 + Penalty 2827.233942 = -633429.412366
  nChanged 43
		SP:Iteration 20F (14110.750000 sec): 3 clusters
  Score: Raw -636274.920313 + Penalty 2827.233942 = -633447.686371
  nChanged 54
		SP:Iteration 21Q (14110.770000 sec): 3 clusters
  Score: Raw -636297.005901 + Penalty 2827.233942 = -633469.771959
  nChanged 52
		SP:Iteration 22Q (14110.780000 sec): 3 clusters
  Score: Raw -636315.974403 + Penalty 2827.233942 = -633488.740461
  nChanged 50
		SP:Iteration 23Q (14110.790000 sec): 3 clusters
  Score: Raw -636336.947523 + Penalty 2827.233942 = -633509.713581
  nChanged 52
		SP:Iteration 24Q (14110.810000 sec): 3 clusters
  Score: Raw -636360.426575 + Penalty 2827.233942 = -633533.192633
  nChanged 71
		SP:Iteration 25Q (14110.820000 sec): 3 clusters
  Score: Raw -636394.417925 + Penalty 2827.233942 = -633567.183983
  nChanged 77
		SP:Iteration 26Q (14110.830000 sec): 3 clusters
  Score: Raw -636434.384316 + Penalty 2827.233942 = -633607.150374
  nChanged 84
		SP:Iteration 27Q (14110.850000 sec): 3 clusters
  Score: Raw -636473.746888 + Penalty 2827.233942 = -633646.512947
  nChanged 68
		SP:Iteration 28Q (14110.860000 sec): 3 clusters
  Score: Raw -636506.329690 + Penalty 2827.233942 = -633679.095748
  nChanged 55
		SP:Iteration 29Q (14110.870000 sec): 3 clusters
  Score: Raw -636534.344587 + Penalty 2827.233942 = -633707.110645
  nChanged 59
		SP:Iteration 30Q (14110.890000 sec): 3 clusters
  Score: Raw -636567.507240 + Penalty 2827.233942 = -633740.273298
  nChanged 56
		SP:Iteration 31Q (14110.900000 sec): 3 clusters
  Score: Raw -636601.086831 + Penalty 2827.233942 = -633773.852889
  nChanged 47
		SP:Iteration 32Q (14110.910000 sec): 3 clusters
  Score: Raw -636632.515607 + Penalty 2827.233942 = -633805.281665
  nChanged 37
		SP:Iteration 33Q (14110.930000 sec): 3 clusters
  Score: Raw -636655.080200 + Penalty 2827.233942 = -633827.846258
  nChanged 32
		SP:Iteration 34Q (14110.940000 sec): 3 clusters
  Score: Raw -636674.297403 + Penalty 2827.233942 = -633847.063461
  nChanged 29
		SP:Iteration 35Q (14110.950000 sec): 3 clusters
  Score: Raw -636689.776681 + Penalty 2827.233942 = -633862.542739
  nChanged 27
		SP:Iteration 36Q (14110.970000 sec): 3 clusters
  Score: Raw -636706.108805 + Penalty 2827.233942 = -633878.874863
  nChanged 25
		SP:Iteration 37Q (14110.980000 sec): 3 clusters
  Score: Raw -636719.202343 + Penalty 2827.233942 = -633891.968401
  nChanged 28
		SP:Iteration 38Q (14110.990000 sec): 3 clusters
  Score: Raw -636734.008918 + Penalty 2827.233942 = -633906.774976
  nChanged 28
		SP:Iteration 39Q (14111.010000 sec): 3 clusters
  Score: Raw -636751.350259 + Penalty 2827.233942 = -633924.116317
  nChanged 19
		SP:Iteration 40F (14111.020000 sec): 3 clusters
  Score: Raw -636763.575459 + Penalty 2827.233942 = -633936.341517
  nChanged 17
		SP:Iteration 41Q (14111.030000 sec): 3 clusters
  Score: Raw -636771.484127 + Penalty 2827.233942 = -633944.250185
  nChanged 11
		SP:Iteration 42Q (14111.050000 sec): 3 clusters
  Score: Raw -636778.755961 + Penalty 2827.233942 = -633951.522019
  nChanged 10
		SP:Iteration 43Q (14111.060000 sec): 3 clusters
  Score: Raw -636783.734739 + Penalty 2827.233942 = -633956.500797
  nChanged 8
		SP:Iteration 44Q (14111.070000 sec): 3 clusters
  Score: Raw -636786.751495 + Penalty 2827.233942 = -633959.517554
  nChanged 7
		SP:Iteration 45Q (14111.080000 sec): 3 clusters
  Score: Raw -636790.245894 + Penalty 2827.233942 = -633963.011952
  nChanged 11
		SP:Iteration 46Q (14111.090000 sec): 3 clusters
  Score: Raw -636797.162585 + Penalty 2827.233942 = -633969.928643
  nChanged 12
		SP:Iteration 47Q (14111.110000 sec): 3 clusters
  Score: Raw -636802.264640 + Penalty 2827.233942 = -633975.030698
  nChanged 8
		SP:Iteration 48Q (14111.120000 sec): 3 clusters
  Score: Raw -636805.804320 + Penalty 2827.233942 = -633978.570378
  nChanged 7
		SP:Iteration 49Q (14111.130000 sec): 3 clusters
  Score: Raw -636808.172435 + Penalty 2827.233942 = -633980.938493
  nChanged 6
		SP:Iteration 50Q (14111.150000 sec): 3 clusters
  Score: Raw -636810.340907 + Penalty 2827.233942 = -633983.106965
  nChanged 6
		SP:Iteration 51Q (14111.160000 sec): 3 clusters
  Score: Raw -636812.511965 + Penalty 2827.233942 = -633985.278023
  nChanged 3
		SP:Iteration 52Q (14111.170000 sec): 3 clusters
  Score: Raw -636813.811663 + Penalty 2827.233942 = -633986.577721
  nChanged 5
		SP:Iteration 53Q (14111.180000 sec): 3 clusters
  Score: Raw -636816.147195 + Penalty 2827.233942 = -633988.913253
  nChanged 4
		SP:Iteration 54Q (14111.190000 sec): 3 clusters
  Score: Raw -636817.953698 + Penalty 2827.233942 = -633990.719756
  nChanged 1
		SP:Iteration 55Q (14111.210000 sec): 3 clusters
  Score: Raw -636818.175252 + Penalty 2827.233942 = -633990.941310
  nChanged 0
		SP:Iteration 56F (14111.220000 sec): 3 clusters
  Score: Raw -636818.175252 + Penalty 2827.233942 = -633990.941310
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14111.230000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14111.230000 sec): 3 clusters
  Score: Raw -153188.537519 + Penalty 2347.571096 = -150840.966423
  nChanged 440
		SP:Iteration 1F (14111.240000 sec): 3 clusters
  Score: Raw -153556.012278 + Penalty 2347.571096 = -151208.441182
  nChanged 117
		SP:Iteration 2F (14111.240000 sec): 3 clusters
  Score: Raw -153784.457953 + Penalty 2347.571096 = -151436.886857
  nChanged 88
		SP:Iteration 3F (14111.250000 sec): 3 clusters
  Score: Raw -154012.697423 + Penalty 2347.571096 = -151665.126327
  nChanged 89
		SP:Iteration 4F (14111.250000 sec): 3 clusters
  Score: Raw -154115.835656 + Penalty 2347.571096 = -151768.264560
  nChanged 63
		SP:Iteration 5Q (14111.250000 sec): 3 clusters
  Score: Raw -154178.362024 + Penalty 2347.571096 = -151830.790928
  nChanged 42
		SP:Iteration 6Q (14111.250000 sec): 3 clusters
  Score: Raw -154237.020096 + Penalty 2347.571096 = -151889.449000
  nChanged 38
		SP:Iteration 7Q (14111.260000 sec): 3 clusters
  Score: Raw -154280.199216 + Penalty 2347.571096 = -151932.628120
  nChanged 33
		SP:Iteration 8Q (14111.260000 sec): 3 clusters
  Score: Raw -154313.813263 + Penalty 2347.571096 = -151966.242168
  nChanged 25
		SP:Iteration 9Q (14111.270000 sec): 3 clusters
  Score: Raw -154342.423432 + Penalty 2347.571096 = -151994.852336
  nChanged 26
		SP:Iteration 10Q (14111.270000 sec): 3 clusters
  Score: Raw -154367.741679 + Penalty 2347.571096 = -152020.170583
  nChanged 23
		SP:Iteration 11Q (14111.270000 sec): 3 clusters
  Score: Raw -154390.296356 + Penalty 2347.571096 = -152042.725261
  nChanged 19
		SP:Iteration 12Q (14111.270000 sec): 3 clusters
  Score: Raw -154407.788228 + Penalty 2347.571096 = -152060.217132
  nChanged 24
		SP:Iteration 13Q (14111.280000 sec): 3 clusters
  Score: Raw -154434.581221 + Penalty 2347.571096 = -152087.010125
  nChanged 22
		SP:Iteration 14Q (14111.280000 sec): 3 clusters
  Score: Raw -154461.184494 + Penalty 2347.571096 = -152113.613399
  nChanged 19
		SP:Iteration 15Q (14111.280000 sec): 3 clusters
  Score: Raw -154491.260228 + Penalty 2347.571096 = -152143.689132
  nChanged 20
		SP:Iteration 16Q (14111.290000 sec): 3 clusters
  Score: Raw -154517.522073 + Penalty 2347.571096 = -152169.950977
  nChanged 14
		SP:Iteration 17Q (14111.290000 sec): 3 clusters
  Score: Raw -154534.217692 + Penalty 2347.571096 = -152186.646597
  nChanged 13
		SP:Iteration 18Q (14111.290000 sec): 3 clusters
  Score: Raw -154545.247018 + Penalty 2347.571096 = -152197.675922
  nChanged 5
		SP:Iteration 19Q (14111.290000 sec): 3 clusters
  Score: Raw -154549.864457 + Penalty 2347.571096 = -152202.293362
  nChanged 4
		SP:Iteration 20F (14111.300000 sec): 3 clusters
  Score: Raw -154553.676679 + Penalty 2347.571096 = -152206.105583
  nChanged 3
		SP:Iteration 21Q (14111.300000 sec): 3 clusters
  Score: Raw -154558.079212 + Penalty 2347.571096 = -152210.508116
  nChanged 0
		SP:Iteration 22F (14111.310000 sec): 3 clusters
  Score: Raw -154558.079212 + Penalty 2347.571096 = -152210.508116
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14111.310000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14111.310000 sec): 3 clusters
  Score: Raw -131343.488101 + Penalty 2331.287316 = -129012.200785
  nChanged 406
		SP:Iteration 1F (14111.320000 sec): 3 clusters
  Score: Raw -131773.571757 + Penalty 2331.287316 = -129442.284441
  nChanged 119
		SP:Iteration 2F (14111.320000 sec): 3 clusters
  Score: Raw -131939.325277 + Penalty 2331.287316 = -129608.037961
  nChanged 73
		SP:Iteration 3F (14111.330000 sec): 3 clusters
  Score: Raw -132035.876868 + Penalty 2331.287316 = -129704.589552
  nChanged 58
		SP:Iteration 4Q (14111.330000 sec): 3 clusters
  Score: Raw -132111.875029 + Penalty 2331.287316 = -129780.587712
  nChanged 55
		SP:Iteration 5Q (14111.330000 sec): 3 clusters
  Score: Raw -132183.493996 + Penalty 2331.287316 = -129852.206680
  nChanged 44
		SP:Iteration 6Q (14111.330000 sec): 3 clusters
  Score: Raw -132233.078775 + Penalty 2331.287316 = -129901.791458
  nChanged 29
		SP:Iteration 7Q (14111.340000 sec): 3 clusters
  Score: Raw -132279.851221 + Penalty 2331.287316 = -129948.563905
  nChanged 28
		SP:Iteration 8Q (14111.340000 sec): 3 clusters
  Score: Raw -132321.646791 + Penalty 2331.287316 = -129990.359475
  nChanged 34
		SP:Iteration 9Q (14111.340000 sec): 3 clusters
  Score: Raw -132378.062097 + Penalty 2331.287316 = -130046.774781
  nChanged 28
		SP:Iteration 10Q (14111.350000 sec): 3 clusters
  Score: Raw -132441.736968 + Penalty 2331.287316 = -130110.449652
  nChanged 32
		SP:Iteration 11Q (14111.350000 sec): 3 clusters
  Score: Raw -132494.233430 + Penalty 2331.287316 = -130162.946113
  nChanged 26
		SP:Iteration 12Q (14111.350000 sec): 3 clusters
  Score: Raw -132534.523929 + Penalty 2331.287316 = -130203.236612
  nChanged 20
		SP:Iteration 13Q (14111.350000 sec): 3 clusters
  Score: Raw -132564.802108 + Penalty 2331.287316 = -130233.514792
  nChanged 24
		SP:Iteration 14Q (14111.360000 sec): 3 clusters
  Score: Raw -132589.165202 + Penalty 2331.287316 = -130257.877886
  nChanged 22
		SP:Iteration 15Q (14111.360000 sec): 3 clusters
  Score: Raw -132625.420015 + Penalty 2331.287316 = -130294.132699
  nChanged 29
		SP:Iteration 16Q (14111.360000 sec): 3 clusters
  Score: Raw -132657.653517 + Penalty 2331.287316 = -130326.366201
  nChanged 18
		SP:Iteration 17Q (14111.370000 sec): 3 clusters
  Score: Raw -132673.778807 + Penalty 2331.287316 = -130342.491491
  nChanged 16
		SP:Iteration 18Q (14111.370000 sec): 3 clusters
  Score: Raw -132692.200301 + Penalty 2331.287316 = -130360.912985
  nChanged 14
		SP:Iteration 19Q (14111.370000 sec): 3 clusters
  Score: Raw -132711.132419 + Penalty 2331.287316 = -130379.845103
  nChanged 15
		SP:Iteration 20F (14111.370000 sec): 3 clusters
  Score: Raw -132726.104644 + Penalty 2331.287316 = -130394.817327
  nChanged 9
		SP:Iteration 21Q (14111.380000 sec): 3 clusters
  Score: Raw -132735.214227 + Penalty 2331.287316 = -130403.926910
  nChanged 8
		SP:Iteration 22Q (14111.380000 sec): 3 clusters
  Score: Raw -132743.697171 + Penalty 2331.287316 = -130412.409854
  nChanged 3
		SP:Iteration 23Q (14111.380000 sec): 3 clusters
  Score: Raw -132750.422221 + Penalty 2331.287316 = -130419.134905
  nChanged 6
		SP:Iteration 24Q (14111.390000 sec): 3 clusters
  Score: Raw -132759.757719 + Penalty 2331.287316 = -130428.470403
  nChanged 12
		SP:Iteration 25Q (14111.390000 sec): 3 clusters
  Score: Raw -132777.547907 + Penalty 2331.287316 = -130446.260591
  nChanged 11
		SP:Iteration 26Q (14111.390000 sec): 3 clusters
  Score: Raw -132796.851359 + Penalty 2331.287316 = -130465.564043
  nChanged 7
		SP:Iteration 27Q (14111.390000 sec): 3 clusters
  Score: Raw -132806.508410 + Penalty 2331.287316 = -130475.221094
  nChanged 6
		SP:Iteration 28Q (14111.390000 sec): 3 clusters
  Score: Raw -132809.674408 + Penalty 2331.287316 = -130478.387092
  nChanged 5
		SP:Iteration 29Q (14111.400000 sec): 3 clusters
  Score: Raw -132813.476685 + Penalty 2331.287316 = -130482.189369
  nChanged 5
		SP:Iteration 30Q (14111.410000 sec): 3 clusters
  Score: Raw -132817.692754 + Penalty 2331.287316 = -130486.405438
  nChanged 9
		SP:Iteration 31Q (14111.410000 sec): 3 clusters
  Score: Raw -132824.240764 + Penalty 2331.287316 = -130492.953447
  nChanged 4
		SP:Iteration 32Q (14111.410000 sec): 3 clusters
  Score: Raw -132827.337376 + Penalty 2331.287316 = -130496.050060
  nChanged 2
		SP:Iteration 33Q (14111.420000 sec): 3 clusters
  Score: Raw -132828.628755 + Penalty 2331.287316 = -130497.341438
  nChanged 0
		SP:Iteration 34F (14111.420000 sec): 3 clusters
  Score: Raw -132828.628755 + Penalty 2331.287316 = -130497.341438
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (2920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14111.430000 sec): 2 clusters
  Score: Raw -310354.741956 + Penalty 1296.642570 = -309058.099386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14111.440000 sec): 3 clusters
  Score: Raw -308973.054098 + Penalty 2593.285141 = -306379.768957
  nChanged 1091
		SP:Iteration 1F (14111.440000 sec): 3 clusters
  Score: Raw -309728.815694 + Penalty 2593.285141 = -307135.530554
  nChanged 292
		SP:Iteration 2F (14111.450000 sec): 3 clusters
  Score: Raw -310044.552215 + Penalty 2593.285141 = -307451.267074
  nChanged 201
		SP:Iteration 3F (14111.460000 sec): 3 clusters
  Score: Raw -310274.368587 + Penalty 2593.285141 = -307681.083446
  nChanged 179
		SP:Iteration 4F (14111.470000 sec): 3 clusters
  Score: Raw -310427.457949 + Penalty 2593.285141 = -307834.172808
  nChanged 139
		SP:Iteration 5Q (14111.480000 sec): 3 clusters
  Score: Raw -310530.697698 + Penalty 2593.285141 = -307937.412557
  nChanged 102
		SP:Iteration 6Q (14111.480000 sec): 3 clusters
  Score: Raw -310593.468889 + Penalty 2593.285141 = -308000.183748
  nChanged 76
		SP:Iteration 7Q (14111.490000 sec): 3 clusters
  Score: Raw -310632.535796 + Penalty 2593.285141 = -308039.250655
  nChanged 57
		SP:Iteration 8Q (14111.500000 sec): 3 clusters
  Score: Raw -310662.117808 + Penalty 2593.285141 = -308068.832667
  nChanged 47
		SP:Iteration 9Q (14111.500000 sec): 3 clusters
  Score: Raw -310693.814829 + Penalty 2593.285141 = -308100.529688
  nChanged 49
		SP:Iteration 10Q (14111.510000 sec): 3 clusters
  Score: Raw -310726.630972 + Penalty 2593.285141 = -308133.345832
  nChanged 50
		SP:Iteration 11Q (14111.520000 sec): 3 clusters
  Score: Raw -310764.785814 + Penalty 2593.285141 = -308171.500673
  nChanged 55
		SP:Iteration 12Q (14111.520000 sec): 3 clusters
  Score: Raw -310805.551021 + Penalty 2593.285141 = -308212.265880
  nChanged 51
		SP:Iteration 13Q (14111.530000 sec): 3 clusters
  Score: Raw -310848.443053 + Penalty 2593.285141 = -308255.157912
  nChanged 52
		SP:Iteration 14Q (14111.540000 sec): 3 clusters
  Score: Raw -310892.923739 + Penalty 2593.285141 = -308299.638598
  nChanged 42
		SP:Iteration 15Q (14111.540000 sec): 3 clusters
  Score: Raw -310925.940814 + Penalty 2593.285141 = -308332.655673
  nChanged 39
		SP:Iteration 16Q (14111.550000 sec): 3 clusters
  Score: Raw -310951.851734 + Penalty 2593.285141 = -308358.566593
  nChanged 23
		SP:Iteration 17Q (14111.560000 sec): 3 clusters
  Score: Raw -310967.259392 + Penalty 2593.285141 = -308373.974251
  nChanged 16
		SP:Iteration 18Q (14111.560000 sec): 3 clusters
  Score: Raw -310979.648549 + Penalty 2593.285141 = -308386.363408
  nChanged 22
		SP:Iteration 19Q (14111.570000 sec): 3 clusters
  Score: Raw -310994.095680 + Penalty 2593.285141 = -308400.810539
  nChanged 14
		SP:Iteration 20F (14111.580000 sec): 3 clusters
  Score: Raw -311004.526568 + Penalty 2593.285141 = -308411.241427
  nChanged 14
		SP:Iteration 21Q (14111.580000 sec): 3 clusters
  Score: Raw -311018.674318 + Penalty 2593.285141 = -308425.389178
  nChanged 13
		SP:Iteration 22Q (14111.590000 sec): 3 clusters
  Score: Raw -311025.943220 + Penalty 2593.285141 = -308432.658079
  nChanged 7
		SP:Iteration 23Q (14111.600000 sec): 3 clusters
  Score: Raw -311032.015712 + Penalty 2593.285141 = -308438.730571
  nChanged 14
		SP:Iteration 24Q (14111.600000 sec): 3 clusters
  Score: Raw -311042.281388 + Penalty 2593.285141 = -308448.996247
  nChanged 8
		SP:Iteration 25Q (14111.610000 sec): 3 clusters
  Score: Raw -311044.876702 + Penalty 2593.285141 = -308451.591561
  nChanged 3
		SP:Iteration 26Q (14111.620000 sec): 3 clusters
  Score: Raw -311045.709474 + Penalty 2593.285141 = -308452.424333
  nChanged 3
		SP:Iteration 27Q (14111.620000 sec): 3 clusters
  Score: Raw -311046.859496 + Penalty 2593.285141 = -308453.574355
  nChanged 1
		SP:Iteration 28Q (14111.630000 sec): 3 clusters
  Score: Raw -311047.218351 + Penalty 2593.285141 = -308453.933210
  nChanged 1
		SP:Iteration 29Q (14111.640000 sec): 3 clusters
  Score: Raw -311047.665260 + Penalty 2593.285141 = -308454.380119
  nChanged 0
		SP:Iteration 30F (14111.650000 sec): 3 clusters
  Score: Raw -311047.665260 + Penalty 2593.285141 = -308454.380119
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14111.890000 sec): 2 clusters
  Score: Raw -8749987.847659 + Penalty 1822.757504 = -8748165.090155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14112.100000 sec): 3 clusters
  Score: Raw -8702038.015511 + Penalty 3645.515008 = -8698392.500503
  nChanged 35064
		SP:Iteration 1F (14112.300000 sec): 3 clusters
  Score: Raw -8722059.139718 + Penalty 3645.515008 = -8718413.624709
  nChanged 2247
		SP:Iteration 2Q (14112.510000 sec): 3 clusters
  Score: Raw -8722548.251461 + Penalty 3645.515008 = -8718902.736453
  nChanged 2266
		SP:Iteration 3Q (14112.720000 sec): 3 clusters
  Score: Raw -8723150.837134 + Penalty 3645.515008 = -8719505.322126
  nChanged 2697
		SP:Iteration 4Q (14112.920000 sec): 3 clusters
  Score: Raw -8724093.604605 + Penalty 3645.515008 = -8720448.089597
  nChanged 3483
		SP:Iteration 5Q (14113.130000 sec): 3 clusters
  Score: Raw -8725707.532923 + Penalty 3645.515008 = -8722062.017915
  nChanged 4711
		SP:Iteration 6F (14113.330000 sec): 3 clusters
  Score: Raw -8728560.414719 + Penalty 3645.515008 = -8724914.899711
  nChanged 6064
		SP:Iteration 7F (14113.530000 sec): 3 clusters
  Score: Raw -8733272.094117 + Penalty 3645.515008 = -8729626.579109
  nChanged 6777
		SP:Iteration 8F (14113.730000 sec): 3 clusters
  Score: Raw -8739556.762133 + Penalty 3645.515008 = -8735911.247125
  nChanged 5709
		SP:Iteration 9F (14113.930000 sec): 3 clusters
  Score: Raw -8745260.496725 + Penalty 3645.515008 = -8741614.981717
  nChanged 3220
		SP:Iteration 10Q (14114.120000 sec): 3 clusters
  Score: Raw -8748415.016691 + Penalty 3645.515008 = -8744769.501682
  nChanged 1248
		SP:Iteration 11Q (14114.290000 sec): 3 clusters
  Score: Raw -8749581.628057 + Penalty 3645.515008 = -8745936.113049
  nChanged 371
		SP:Iteration 12Q (14114.440000 sec): 3 clusters
  Score: Raw -8749957.094944 + Penalty 3645.515008 = -8746311.579935
  nChanged 76
		SP:Iteration 13Q (14114.580000 sec): 3 clusters
  Score: Raw -8750066.468121 + Penalty 3645.515008 = -8746420.953113
  nChanged 24
		SP:Iteration 14Q (14114.720000 sec): 3 clusters
  Score: Raw -8750116.864648 + Penalty 3645.515008 = -8746471.349640
  nChanged 17
		SP:Iteration 15Q (14114.860000 sec): 3 clusters
  Score: Raw -8750149.294643 + Penalty 3645.515008 = -8746503.779634
  nChanged 7
		SP:Iteration 16Q (14115.000000 sec): 3 clusters
  Score: Raw -8750161.533784 + Penalty 3645.515008 = -8746516.018776
  nChanged 6
		SP:Iteration 17Q (14115.140000 sec): 3 clusters
  Score: Raw -8750173.131114 + Penalty 3645.515008 = -8746527.616106
  nChanged 7
		SP:Iteration 18Q (14115.280000 sec): 3 clusters
  Score: Raw -8750186.208408 + Penalty 3645.515008 = -8746540.693400
  nChanged 2
		SP:Iteration 19Q (14115.410000 sec): 3 clusters
  Score: Raw -8750190.364258 + Penalty 3645.515008 = -8746544.849250
  nChanged 0
		SP:Iteration 20F (14115.600000 sec): 3 clusters
  Score: Raw -8750190.364258 + Penalty 3645.515008 = -8746544.849250
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14115.710000 sec): 2 clusters
  Score: Raw -3650041.356920 + Penalty 1679.592128 = -3648361.764792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14115.800000 sec): 3 clusters
  Score: Raw -3630928.720673 + Penalty 3359.184255 = -3627569.536418
  nChanged 14208
		SP:Iteration 1F (14115.880000 sec): 3 clusters
  Score: Raw -3638635.906014 + Penalty 3359.184255 = -3635276.721759
  nChanged 1404
		SP:Iteration 2Q (14115.960000 sec): 3 clusters
  Score: Raw -3639150.038434 + Penalty 3359.184255 = -3635790.854179
  nChanged 1450
		SP:Iteration 3Q (14116.050000 sec): 3 clusters
  Score: Raw -3639750.761090 + Penalty 3359.184255 = -3636391.576834
  nChanged 1593
		SP:Iteration 4F (14116.130000 sec): 3 clusters
  Score: Raw -3640536.504916 + Penalty 3359.184255 = -3637177.320660
  nChanged 1822
		SP:Iteration 5F (14116.210000 sec): 3 clusters
  Score: Raw -3641613.685228 + Penalty 3359.184255 = -3638254.500973
  nChanged 2045
		SP:Iteration 6F (14116.290000 sec): 3 clusters
  Score: Raw -3643022.910976 + Penalty 3359.184255 = -3639663.726721
  nChanged 2230
		SP:Iteration 7F (14116.370000 sec): 3 clusters
  Score: Raw -3644697.472650 + Penalty 3359.184255 = -3641338.288394
  nChanged 2048
		SP:Iteration 8F (14116.460000 sec): 3 clusters
  Score: Raw -3646330.862776 + Penalty 3359.184255 = -3642971.678521
  nChanged 1741
		SP:Iteration 9F (14116.540000 sec): 3 clusters
  Score: Raw -3647816.225520 + Penalty 3359.184255 = -3644457.041265
  nChanged 1235
		SP:Iteration 10Q (14116.610000 sec): 3 clusters
  Score: Raw -3648880.890228 + Penalty 3359.184255 = -3645521.705972
  nChanged 752
		SP:Iteration 11Q (14116.690000 sec): 3 clusters
  Score: Raw -3649522.117474 + Penalty 3359.184255 = -3646162.933219
  nChanged 373
		SP:Iteration 12Q (14116.760000 sec): 3 clusters
  Score: Raw -3649853.651910 + Penalty 3359.184255 = -3646494.467655
  nChanged 193
		SP:Iteration 13Q (14116.820000 sec): 3 clusters
  Score: Raw -3650053.442395 + Penalty 3359.184255 = -3646694.258140
  nChanged 98
		SP:Iteration 14Q (14116.890000 sec): 3 clusters
  Score: Raw -3650155.190901 + Penalty 3359.184255 = -3646796.006645
  nChanged 47
		SP:Iteration 15Q (14116.950000 sec): 3 clusters
  Score: Raw -3650204.523424 + Penalty 3359.184255 = -3646845.339169
  nChanged 35
		SP:Iteration 16Q (14117.010000 sec): 3 clusters
  Score: Raw -3650237.261657 + Penalty 3359.184255 = -3646878.077402
  nChanged 27
		SP:Iteration 17Q (14117.060000 sec): 3 clusters
  Score: Raw -3650264.629421 + Penalty 3359.184255 = -3646905.445166
  nChanged 12
		SP:Iteration 18Q (14117.120000 sec): 3 clusters
  Score: Raw -3650280.264104 + Penalty 3359.184255 = -3646921.079849
  nChanged 9
		SP:Iteration 19Q (14117.180000 sec): 3 clusters
  Score: Raw -3650289.117966 + Penalty 3359.184255 = -3646929.933711
  nChanged 7
		SP:Iteration 20F (14117.260000 sec): 3 clusters
  Score: Raw -3650295.769247 + Penalty 3359.184255 = -3646936.584992
  nChanged 5
		SP:Iteration 21Q (14117.320000 sec): 3 clusters
  Score: Raw -3650300.277490 + Penalty 3359.184255 = -3646941.093235
  nChanged 6
		SP:Iteration 22Q (14117.380000 sec): 3 clusters
  Score: Raw -3650303.302577 + Penalty 3359.184255 = -3646944.118322
  nChanged 4
		SP:Iteration 23Q (14117.430000 sec): 3 clusters
  Score: Raw -3650307.147854 + Penalty 3359.184255 = -3646947.963598
  nChanged 3
		SP:Iteration 24Q (14117.490000 sec): 3 clusters
  Score: Raw -3650311.053458 + Penalty 3359.184255 = -3646951.869202
  nChanged 4
		SP:Iteration 25Q (14117.540000 sec): 3 clusters
  Score: Raw -3650313.269151 + Penalty 3359.184255 = -3646954.084896
  nChanged 3
		SP:Iteration 26Q (14117.600000 sec): 3 clusters
  Score: Raw -3650314.805215 + Penalty 3359.184255 = -3646955.620960
  nChanged 4
		SP:Iteration 27Q (14117.660000 sec): 3 clusters
  Score: Raw -3650319.868714 + Penalty 3359.184255 = -3646960.684458
  nChanged 3
		SP:Iteration 28Q (14117.720000 sec): 3 clusters
  Score: Raw -3650322.104993 + Penalty 3359.184255 = -3646962.920737
  nChanged 2
		SP:Iteration 29Q (14117.770000 sec): 3 clusters
  Score: Raw -3650323.963330 + Penalty 3359.184255 = -3646964.779075
  nChanged 3
		SP:Iteration 30Q (14117.830000 sec): 3 clusters
  Score: Raw -3650325.658399 + Penalty 3359.184255 = -3646966.474144
  nChanged 4
		SP:Iteration 31Q (14117.880000 sec): 3 clusters
  Score: Raw -3650328.041504 + Penalty 3359.184255 = -3646968.857249
  nChanged 3
		SP:Iteration 32Q (14117.940000 sec): 3 clusters
  Score: Raw -3650330.935888 + Penalty 3359.184255 = -3646971.751632
  nChanged 4
		SP:Iteration 33Q (14118.000000 sec): 3 clusters
  Score: Raw -3650333.966178 + Penalty 3359.184255 = -3646974.781922
  nChanged 6
		SP:Iteration 34Q (14118.060000 sec): 3 clusters
  Score: Raw -3650338.540610 + Penalty 3359.184255 = -3646979.356355
  nChanged 2
		SP:Iteration 35Q (14118.110000 sec): 3 clusters
  Score: Raw -3650339.939826 + Penalty 3359.184255 = -3646980.755571
  nChanged 0
		SP:Iteration 36F (14118.190000 sec): 3 clusters
  Score: Raw -3650339.939826 + Penalty 3359.184255 = -3646980.755571
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14118.360000 sec): 2 clusters
  Score: Raw -6523307.971874 + Penalty 1773.982315 = -6521533.989559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14118.500000 sec): 3 clusters
  Score: Raw -6488363.592450 + Penalty 3547.964630 = -6484815.627819
  nChanged 25835
		SP:Iteration 1F (14118.660000 sec): 3 clusters
  Score: Raw -6503225.767885 + Penalty 3547.964630 = -6499677.803255
  nChanged 2257
		SP:Iteration 2Q (14118.810000 sec): 3 clusters
  Score: Raw -6503989.221056 + Penalty 3547.964630 = -6500441.256426
  nChanged 2522
		SP:Iteration 3Q (14118.960000 sec): 3 clusters
  Score: Raw -6504974.819467 + Penalty 3547.964630 = -6501426.854836
  nChanged 2777
		SP:Iteration 4F (14119.110000 sec): 3 clusters
  Score: Raw -6506230.261389 + Penalty 3547.964630 = -6502682.296759
  nChanged 3098
		SP:Iteration 5F (14119.250000 sec): 3 clusters
  Score: Raw -6507767.573233 + Penalty 3547.964630 = -6504219.608603
  nChanged 3196
		SP:Iteration 6F (14119.400000 sec): 3 clusters
  Score: Raw -6509573.207384 + Penalty 3547.964630 = -6506025.242754
  nChanged 3167
		SP:Iteration 7F (14119.550000 sec): 3 clusters
  Score: Raw -6511618.491638 + Penalty 3547.964630 = -6508070.527007
  nChanged 3022
		SP:Iteration 8F (14119.700000 sec): 3 clusters
  Score: Raw -6513798.661721 + Penalty 3547.964630 = -6510250.697090
  nChanged 2638
		SP:Iteration 9Q (14119.850000 sec): 3 clusters
  Score: Raw -6515832.668053 + Penalty 3547.964630 = -6512284.703423
  nChanged 2211
		SP:Iteration 10Q (14120.000000 sec): 3 clusters
  Score: Raw -6517456.213510 + Penalty 3547.964630 = -6513908.248880
  nChanged 1724
		SP:Iteration 11Q (14120.140000 sec): 3 clusters
  Score: Raw -6518542.175545 + Penalty 3547.964630 = -6514994.210915
  nChanged 1284
		SP:Iteration 12Q (14120.280000 sec): 3 clusters
  Score: Raw -6519179.472095 + Penalty 3547.964630 = -6515631.507465
  nChanged 928
		SP:Iteration 13Q (14120.420000 sec): 3 clusters
  Score: Raw -6519588.556033 + Penalty 3547.964630 = -6516040.591403
  nChanged 775
		SP:Iteration 14Q (14120.550000 sec): 3 clusters
  Score: Raw -6519883.889593 + Penalty 3547.964630 = -6516335.924962
  nChanged 622
		SP:Iteration 15Q (14120.680000 sec): 3 clusters
  Score: Raw -6520090.454259 + Penalty 3547.964630 = -6516542.489628
  nChanged 580
		SP:Iteration 16Q (14120.820000 sec): 3 clusters
  Score: Raw -6520278.506515 + Penalty 3547.964630 = -6516730.541884
  nChanged 580
		SP:Iteration 17Q (14120.940000 sec): 3 clusters
  Score: Raw -6520460.648885 + Penalty 3547.964630 = -6516912.684255
  nChanged 575
		SP:Iteration 18Q (14121.070000 sec): 3 clusters
  Score: Raw -6520641.201693 + Penalty 3547.964630 = -6517093.237063
  nChanged 538
		SP:Iteration 19Q (14121.200000 sec): 3 clusters
  Score: Raw -6520806.028431 + Penalty 3547.964630 = -6517258.063801
  nChanged 502
		SP:Iteration 20F (14121.340000 sec): 3 clusters
  Score: Raw -6520957.493337 + Penalty 3547.964630 = -6517409.528707
  nChanged 493
		SP:Iteration 21Q (14121.470000 sec): 3 clusters
  Score: Raw -6521114.682663 + Penalty 3547.964630 = -6517566.718033
  nChanged 444
		SP:Iteration 22Q (14121.590000 sec): 3 clusters
  Score: Raw -6521250.452631 + Penalty 3547.964630 = -6517702.488000
  nChanged 426
		SP:Iteration 23Q (14121.710000 sec): 3 clusters
  Score: Raw -6521384.842209 + Penalty 3547.964630 = -6517836.877578
  nChanged 421
		SP:Iteration 24Q (14121.830000 sec): 3 clusters
  Score: Raw -6521519.821662 + Penalty 3547.964630 = -6517971.857032
  nChanged 427
		SP:Iteration 25Q (14121.950000 sec): 3 clusters
  Score: Raw -6521659.135482 + Penalty 3547.964630 = -6518111.170852
  nChanged 413
		SP:Iteration 26Q (14122.070000 sec): 3 clusters
  Score: Raw -6521803.839352 + Penalty 3547.964630 = -6518255.874722
  nChanged 412
		SP:Iteration 27Q (14122.190000 sec): 3 clusters
  Score: Raw -6521955.207112 + Penalty 3547.964630 = -6518407.242482
  nChanged 438
		SP:Iteration 28Q (14122.300000 sec): 3 clusters
  Score: Raw -6522128.868428 + Penalty 3547.964630 = -6518580.903798
  nChanged 406
		SP:Iteration 29Q (14122.420000 sec): 3 clusters
  Score: Raw -6522292.364757 + Penalty 3547.964630 = -6518744.400126
  nChanged 368
		SP:Iteration 30Q (14122.530000 sec): 3 clusters
  Score: Raw -6522440.614264 + Penalty 3547.964630 = -6518892.649633
  nChanged 335
		SP:Iteration 31Q (14122.650000 sec): 3 clusters
  Score: Raw -6522589.552265 + Penalty 3547.964630 = -6519041.587634
  nChanged 308
		SP:Iteration 32Q (14122.760000 sec): 3 clusters
  Score: Raw -6522728.646901 + Penalty 3547.964630 = -6519180.682271
  nChanged 307
		SP:Iteration 33Q (14122.870000 sec): 3 clusters
  Score: Raw -6522877.944074 + Penalty 3547.964630 = -6519329.979444
  nChanged 264
		SP:Iteration 34Q (14122.980000 sec): 3 clusters
  Score: Raw -6523003.689078 + Penalty 3547.964630 = -6519455.724448
  nChanged 234
		SP:Iteration 35Q (14123.090000 sec): 3 clusters
  Score: Raw -6523132.098027 + Penalty 3547.964630 = -6519584.133397
  nChanged 201
		SP:Iteration 36Q (14123.200000 sec): 3 clusters
  Score: Raw -6523245.027955 + Penalty 3547.964630 = -6519697.063325
  nChanged 168
		SP:Iteration 37Q (14123.300000 sec): 3 clusters
  Score: Raw -6523335.415209 + Penalty 3547.964630 = -6519787.450578
  nChanged 131
		SP:Iteration 38Q (14123.410000 sec): 3 clusters
  Score: Raw -6523394.947413 + Penalty 3547.964630 = -6519846.982782
  nChanged 101
		SP:Iteration 39Q (14123.520000 sec): 3 clusters
  Score: Raw -6523443.292210 + Penalty 3547.964630 = -6519895.327580
  nChanged 71
		SP:Iteration 40F (14123.660000 sec): 3 clusters
  Score: Raw -6523478.323036 + Penalty 3547.964630 = -6519930.358406
  nChanged 54
		SP:Iteration 41Q (14123.760000 sec): 3 clusters
  Score: Raw -6523510.563949 + Penalty 3547.964630 = -6519962.599319
  nChanged 50
		SP:Iteration 42Q (14123.870000 sec): 3 clusters
  Score: Raw -6523539.896251 + Penalty 3547.964630 = -6519991.931621
  nChanged 41
		SP:Iteration 43Q (14123.970000 sec): 3 clusters
  Score: Raw -6523566.827980 + Penalty 3547.964630 = -6520018.863350
  nChanged 32
		SP:Iteration 44Q (14124.070000 sec): 3 clusters
  Score: Raw -6523585.771735 + Penalty 3547.964630 = -6520037.807105
  nChanged 24
		SP:Iteration 45Q (14124.180000 sec): 3 clusters
  Score: Raw -6523600.091754 + Penalty 3547.964630 = -6520052.127124
  nChanged 23
		SP:Iteration 46Q (14124.280000 sec): 3 clusters
  Score: Raw -6523614.560960 + Penalty 3547.964630 = -6520066.596330
  nChanged 17
		SP:Iteration 47Q (14124.380000 sec): 3 clusters
  Score: Raw -6523623.294022 + Penalty 3547.964630 = -6520075.329392
  nChanged 15
		SP:Iteration 48Q (14124.480000 sec): 3 clusters
  Score: Raw -6523631.909156 + Penalty 3547.964630 = -6520083.944526
  nChanged 14
		SP:Iteration 49Q (14124.590000 sec): 3 clusters
  Score: Raw -6523638.907424 + Penalty 3547.964630 = -6520090.942794
  nChanged 8
		SP:Iteration 50Q (14124.690000 sec): 3 clusters
  Score: Raw -6523642.227013 + Penalty 3547.964630 = -6520094.262383
  nChanged 6
		SP:Iteration 51Q (14124.790000 sec): 3 clusters
  Score: Raw -6523643.715215 + Penalty 3547.964630 = -6520095.750584
  nChanged 4
		SP:Iteration 52Q (14124.900000 sec): 3 clusters
  Score: Raw -6523644.765993 + Penalty 3547.964630 = -6520096.801362
  nChanged 1
		SP:Iteration 53Q (14125.000000 sec): 3 clusters
  Score: Raw -6523645.507525 + Penalty 3547.964630 = -6520097.542895
  nChanged 3
		SP:Iteration 54Q (14125.110000 sec): 3 clusters
  Score: Raw -6523647.048650 + Penalty 3547.964630 = -6520099.084020
  nChanged 5
		SP:Iteration 55Q (14125.210000 sec): 3 clusters
  Score: Raw -6523648.729201 + Penalty 3547.964630 = -6520100.764571
  nChanged 3
		SP:Iteration 56Q (14125.320000 sec): 3 clusters
  Score: Raw -6523650.710251 + Penalty 3547.964630 = -6520102.745620
  nChanged 5
		SP:Iteration 57Q (14125.420000 sec): 3 clusters
  Score: Raw -6523652.763165 + Penalty 3547.964630 = -6520104.798535
  nChanged 2
		SP:Iteration 58Q (14125.520000 sec): 3 clusters
  Score: Raw -6523653.451086 + Penalty 3547.964630 = -6520105.486456
  nChanged 2
		SP:Iteration 59Q (14125.620000 sec): 3 clusters
  Score: Raw -6523654.315914 + Penalty 3547.964630 = -6520106.351284
  nChanged 2
		SP:Iteration 60F (14125.770000 sec): 3 clusters
  Score: Raw -6523655.443001 + Penalty 3547.964630 = -6520107.478370
  nChanged 3
		SP:Iteration 61Q (14125.880000 sec): 3 clusters
  Score: Raw -6523656.780565 + Penalty 3547.964630 = -6520108.815935
  nChanged 3
		SP:Iteration 62Q (14125.980000 sec): 3 clusters
  Score: Raw -6523659.143557 + Penalty 3547.964630 = -6520111.178927
  nChanged 1
		SP:Iteration 63Q (14126.090000 sec): 3 clusters
  Score: Raw -6523659.670325 + Penalty 3547.964630 = -6520111.705695
  nChanged 0
		SP:Iteration 64F (14126.240000 sec): 3 clusters
  Score: Raw -6523659.670325 + Penalty 3547.964630 = -6520111.705695
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14126.280000 sec): 2 clusters
  Score: Raw -81642.825029 + Penalty 1088.067324 = -80554.757705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14126.280000 sec): 3 clusters
  Score: Raw -81398.912501 + Penalty 2176.134648 = -79222.777853
  nChanged 231
		SP:Iteration 1F (14126.280000 sec): 3 clusters
  Score: Raw -81680.245579 + Penalty 2176.134648 = -79504.110931
  nChanged 70
		SP:Iteration 2F (14126.280000 sec): 3 clusters
  Score: Raw -81838.909902 + Penalty 2176.134648 = -79662.775254
  nChanged 56
		SP:Iteration 3F (14126.290000 sec): 3 clusters
  Score: Raw -81962.470766 + Penalty 2176.134648 = -79786.336118
  nChanged 36
		SP:Iteration 4Q (14126.290000 sec): 3 clusters
  Score: Raw -82042.734125 + Penalty 2176.134648 = -79866.599477
  nChanged 28
		SP:Iteration 5Q (14126.290000 sec): 3 clusters
  Score: Raw -82103.498940 + Penalty 2176.134648 = -79927.364292
  nChanged 30
		SP:Iteration 6Q (14126.290000 sec): 3 clusters
  Score: Raw -82170.232979 + Penalty 2176.134648 = -79994.098331
  nChanged 28
		SP:Iteration 7Q (14126.300000 sec): 3 clusters
  Score: Raw -82221.659091 + Penalty 2176.134648 = -80045.524443
  nChanged 15
		SP:Iteration 8Q (14126.300000 sec): 3 clusters
  Score: Raw -82244.514973 + Penalty 2176.134648 = -80068.380325
  nChanged 10
		SP:Iteration 9Q (14126.300000 sec): 3 clusters
  Score: Raw -82262.610035 + Penalty 2176.134648 = -80086.475387
  nChanged 11
		SP:Iteration 10Q (14126.300000 sec): 3 clusters
  Score: Raw -82277.684045 + Penalty 2176.134648 = -80101.549397
  nChanged 6
		SP:Iteration 11Q (14126.300000 sec): 3 clusters
  Score: Raw -82281.654002 + Penalty 2176.134648 = -80105.519354
  nChanged 1
		SP:Iteration 12Q (14126.300000 sec): 3 clusters
  Score: Raw -82282.073507 + Penalty 2176.134648 = -80105.938859
  nChanged 1
		SP:Iteration 13Q (14126.300000 sec): 3 clusters
  Score: Raw -82283.213122 + Penalty 2176.134648 = -80107.078474
  nChanged 2
		SP:Iteration 14Q (14126.310000 sec): 3 clusters
  Score: Raw -82285.554632 + Penalty 2176.134648 = -80109.419984
  nChanged 5
		SP:Iteration 15Q (14126.310000 sec): 3 clusters
  Score: Raw -82288.773753 + Penalty 2176.134648 = -80112.639105
  nChanged 6
		SP:Iteration 16Q (14126.310000 sec): 3 clusters
  Score: Raw -82292.793967 + Penalty 2176.134648 = -80116.659319
  nChanged 2
		SP:Iteration 17Q (14126.310000 sec): 3 clusters
  Score: Raw -82294.997441 + Penalty 2176.134648 = -80118.862793
  nChanged 1
		SP:Iteration 18Q (14126.310000 sec): 3 clusters
  Score: Raw -82296.303486 + Penalty 2176.134648 = -80120.168838
  nChanged 1
		SP:Iteration 19Q (14126.320000 sec): 3 clusters
  Score: Raw -82297.337936 + Penalty 2176.134648 = -80121.203288
  nChanged 1
		SP:Iteration 20F (14126.320000 sec): 3 clusters
  Score: Raw -82298.137416 + Penalty 2176.134648 = -80122.002768
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14126.330000 sec): 2 clusters
  Score: Raw -272762.984457 + Penalty 1260.798588 = -271502.185869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14126.330000 sec): 3 clusters
  Score: Raw -271713.450811 + Penalty 2521.597177 = -269191.853634
  nChanged 837
		SP:Iteration 1F (14126.340000 sec): 3 clusters
  Score: Raw -272257.472947 + Penalty 2521.597177 = -269735.875770
  nChanged 167
		SP:Iteration 2F (14126.340000 sec): 3 clusters
  Score: Raw -272365.047206 + Penalty 2521.597177 = -269843.450029
  nChanged 101
		SP:Iteration 3Q (14126.350000 sec): 3 clusters
  Score: Raw -272429.255663 + Penalty 2521.597177 = -269907.658487
  nChanged 78
		SP:Iteration 4Q (14126.360000 sec): 3 clusters
  Score: Raw -272485.817686 + Penalty 2521.597177 = -269964.220509
  nChanged 70
		SP:Iteration 5Q (14126.360000 sec): 3 clusters
  Score: Raw -272526.339596 + Penalty 2521.597177 = -270004.742419
  nChanged 56
		SP:Iteration 6Q (14126.370000 sec): 3 clusters
  Score: Raw -272552.399677 + Penalty 2521.597177 = -270030.802500
  nChanged 31
		SP:Iteration 7Q (14126.380000 sec): 3 clusters
  Score: Raw -272566.876988 + Penalty 2521.597177 = -270045.279811
  nChanged 32
		SP:Iteration 8Q (14126.380000 sec): 3 clusters
  Score: Raw -272580.068727 + Penalty 2521.597177 = -270058.471550
  nChanged 35
		SP:Iteration 9Q (14126.390000 sec): 3 clusters
  Score: Raw -272599.250346 + Penalty 2521.597177 = -270077.653169
  nChanged 28
		SP:Iteration 10Q (14126.390000 sec): 3 clusters
  Score: Raw -272612.092609 + Penalty 2521.597177 = -270090.495432
  nChanged 30
		SP:Iteration 11Q (14126.400000 sec): 3 clusters
  Score: Raw -272625.996021 + Penalty 2521.597177 = -270104.398844
  nChanged 26
		SP:Iteration 12Q (14126.400000 sec): 3 clusters
  Score: Raw -272638.590071 + Penalty 2521.597177 = -270116.992894
  nChanged 19
		SP:Iteration 13Q (14126.410000 sec): 3 clusters
  Score: Raw -272649.499877 + Penalty 2521.597177 = -270127.902700
  nChanged 24
		SP:Iteration 14Q (14126.420000 sec): 3 clusters
  Score: Raw -272659.626786 + Penalty 2521.597177 = -270138.029609
  nChanged 23
		SP:Iteration 15Q (14126.420000 sec): 3 clusters
  Score: Raw -272674.142686 + Penalty 2521.597177 = -270152.545509
  nChanged 33
		SP:Iteration 16Q (14126.430000 sec): 3 clusters
  Score: Raw -272689.409053 + Penalty 2521.597177 = -270167.811876
  nChanged 25
		SP:Iteration 17Q (14126.430000 sec): 3 clusters
  Score: Raw -272700.952229 + Penalty 2521.597177 = -270179.355052
  nChanged 18
		SP:Iteration 18Q (14126.440000 sec): 3 clusters
  Score: Raw -272708.275825 + Penalty 2521.597177 = -270186.678649
  nChanged 13
		SP:Iteration 19Q (14126.440000 sec): 3 clusters
  Score: Raw -272715.545305 + Penalty 2521.597177 = -270193.948128
  nChanged 21
		SP:Iteration 20F (14126.450000 sec): 3 clusters
  Score: Raw -272727.117789 + Penalty 2521.597177 = -270205.520612
  nChanged 20
		SP:Iteration 21Q (14126.460000 sec): 3 clusters
  Score: Raw -272738.616329 + Penalty 2521.597177 = -270217.019152
  nChanged 28
		SP:Iteration 22Q (14126.460000 sec): 3 clusters
  Score: Raw -272756.220022 + Penalty 2521.597177 = -270234.622845
  nChanged 30
		SP:Iteration 23Q (14126.470000 sec): 3 clusters
  Score: Raw -272774.537556 + Penalty 2521.597177 = -270252.940379
  nChanged 25
		SP:Iteration 24Q (14126.470000 sec): 3 clusters
  Score: Raw -272791.775203 + Penalty 2521.597177 = -270270.178027
  nChanged 21
		SP:Iteration 25Q (14126.480000 sec): 3 clusters
  Score: Raw -272805.772290 + Penalty 2521.597177 = -270284.175113
  nChanged 18
		SP:Iteration 26Q (14126.480000 sec): 3 clusters
  Score: Raw -272818.502280 + Penalty 2521.597177 = -270296.905104
  nChanged 22
		SP:Iteration 27Q (14126.490000 sec): 3 clusters
  Score: Raw -272832.031237 + Penalty 2521.597177 = -270310.434060
  nChanged 18
		SP:Iteration 28Q (14126.500000 sec): 3 clusters
  Score: Raw -272842.211891 + Penalty 2521.597177 = -270320.614714
  nChanged 19
		SP:Iteration 29Q (14126.500000 sec): 3 clusters
  Score: Raw -272855.168639 + Penalty 2521.597177 = -270333.571463
  nChanged 19
		SP:Iteration 30Q (14126.510000 sec): 3 clusters
  Score: Raw -272868.941239 + Penalty 2521.597177 = -270347.344062
  nChanged 16
		SP:Iteration 31Q (14126.510000 sec): 3 clusters
  Score: Raw -272880.141582 + Penalty 2521.597177 = -270358.544405
  nChanged 16
		SP:Iteration 32Q (14126.520000 sec): 3 clusters
  Score: Raw -272888.723080 + Penalty 2521.597177 = -270367.125903
  nChanged 19
		SP:Iteration 33Q (14126.520000 sec): 3 clusters
  Score: Raw -272901.670022 + Penalty 2521.597177 = -270380.072846
  nChanged 21
		SP:Iteration 34Q (14126.530000 sec): 3 clusters
  Score: Raw -272916.555103 + Penalty 2521.597177 = -270394.957926
  nChanged 18
		SP:Iteration 35Q (14126.540000 sec): 3 clusters
  Score: Raw -272932.933744 + Penalty 2521.597177 = -270411.336567
  nChanged 22
		SP:Iteration 36Q (14126.540000 sec): 3 clusters
  Score: Raw -272954.036088 + Penalty 2521.597177 = -270432.438912
  nChanged 20
		SP:Iteration 37Q (14126.540000 sec): 3 clusters
  Score: Raw -272972.886529 + Penalty 2521.597177 = -270451.289352
  nChanged 15
		SP:Iteration 38Q (14126.550000 sec): 3 clusters
  Score: Raw -272983.611954 + Penalty 2521.597177 = -270462.014777
  nChanged 13
		SP:Iteration 39Q (14126.560000 sec): 3 clusters
  Score: Raw -272995.161274 + Penalty 2521.597177 = -270473.564097
  nChanged 11
		SP:Iteration 40F (14126.560000 sec): 3 clusters
  Score: Raw -273009.249290 + Penalty 2521.597177 = -270487.652113
  nChanged 13
		SP:Iteration 41Q (14126.570000 sec): 3 clusters
  Score: Raw -273016.860313 + Penalty 2521.597177 = -270495.263137
  nChanged 6
		SP:Iteration 42Q (14126.570000 sec): 3 clusters
  Score: Raw -273022.564372 + Penalty 2521.597177 = -270500.967195
  nChanged 8
		SP:Iteration 43Q (14126.580000 sec): 3 clusters
  Score: Raw -273028.989439 + Penalty 2521.597177 = -270507.392262
  nChanged 6
		SP:Iteration 44Q (14126.580000 sec): 3 clusters
  Score: Raw -273034.089457 + Penalty 2521.597177 = -270512.492280
  nChanged 6
		SP:Iteration 45Q (14126.590000 sec): 3 clusters
  Score: Raw -273037.323005 + Penalty 2521.597177 = -270515.725828
  nChanged 5
		SP:Iteration 46Q (14126.590000 sec): 3 clusters
  Score: Raw -273041.035261 + Penalty 2521.597177 = -270519.438084
  nChanged 1
		SP:Iteration 47Q (14126.600000 sec): 3 clusters
  Score: Raw -273041.868228 + Penalty 2521.597177 = -270520.271051
  nChanged 3
		SP:Iteration 48Q (14126.600000 sec): 3 clusters
  Score: Raw -273044.429503 + Penalty 2521.597177 = -270522.832326
  nChanged 7
		SP:Iteration 49Q (14126.610000 sec): 3 clusters
  Score: Raw -273049.467514 + Penalty 2521.597177 = -270527.870337
  nChanged 6
		SP:Iteration 50Q (14126.620000 sec): 3 clusters
  Score: Raw -273054.004479 + Penalty 2521.597177 = -270532.407302
  nChanged 10
		SP:Iteration 51Q (14126.620000 sec): 3 clusters
  Score: Raw -273067.644521 + Penalty 2521.597177 = -270546.047344
  nChanged 8
		SP:Iteration 52Q (14126.620000 sec): 3 clusters
  Score: Raw -273079.148181 + Penalty 2521.597177 = -270557.551004
  nChanged 8
		SP:Iteration 53Q (14126.630000 sec): 3 clusters
  Score: Raw -273086.625161 + Penalty 2521.597177 = -270565.027985
  nChanged 5
		SP:Iteration 54Q (14126.640000 sec): 3 clusters
  Score: Raw -273092.457219 + Penalty 2521.597177 = -270570.860042
  nChanged 10
		SP:Iteration 55Q (14126.640000 sec): 3 clusters
  Score: Raw -273103.367200 + Penalty 2521.597177 = -270581.770023
  nChanged 9
		SP:Iteration 56Q (14126.640000 sec): 3 clusters
  Score: Raw -273108.388833 + Penalty 2521.597177 = -270586.791656
  nChanged 5
		SP:Iteration 57Q (14126.650000 sec): 3 clusters
  Score: Raw -273111.863569 + Penalty 2521.597177 = -270590.266392
  nChanged 6
		SP:Iteration 58Q (14126.660000 sec): 3 clusters
  Score: Raw -273114.902724 + Penalty 2521.597177 = -270593.305547
  nChanged 1
		SP:Iteration 59Q (14126.660000 sec): 3 clusters
  Score: Raw -273115.585620 + Penalty 2521.597177 = -270593.988443
  nChanged 2
		SP:Iteration 60F (14126.660000 sec): 3 clusters
  Score: Raw -273117.241073 + Penalty 2521.597177 = -270595.643896
  nChanged 1
		SP:Iteration 61Q (14126.670000 sec): 3 clusters
  Score: Raw -273119.413030 + Penalty 2521.597177 = -270597.815853
  nChanged 3
		SP:Iteration 62Q (14126.680000 sec): 3 clusters
  Score: Raw -273122.782349 + Penalty 2521.597177 = -270601.185172
  nChanged 6
		SP:Iteration 63Q (14126.680000 sec): 3 clusters
  Score: Raw -273128.308277 + Penalty 2521.597177 = -270606.711100
  nChanged 4
		SP:Iteration 64Q (14126.680000 sec): 3 clusters
  Score: Raw -273131.476441 + Penalty 2521.597177 = -270609.879264
  nChanged 1
		SP:Iteration 65Q (14126.690000 sec): 3 clusters
  Score: Raw -273134.889508 + Penalty 2521.597177 = -270613.292332
  nChanged 4
		SP:Iteration 66Q (14126.700000 sec): 3 clusters
  Score: Raw -273142.213074 + Penalty 2521.597177 = -270620.615898
  nChanged 2
		SP:Iteration 67Q (14126.700000 sec): 3 clusters
  Score: Raw -273144.410154 + Penalty 2521.597177 = -270622.812977
  nChanged 2
		SP:Iteration 68Q (14126.700000 sec): 3 clusters
  Score: Raw -273145.602163 + Penalty 2521.597177 = -270624.004987
  nChanged 2
		SP:Iteration 69Q (14126.710000 sec): 3 clusters
  Score: Raw -273147.212619 + Penalty 2521.597177 = -270625.615443
  nChanged 1
		SP:Iteration 70Q (14126.720000 sec): 3 clusters
  Score: Raw -273147.922480 + Penalty 2521.597177 = -270626.325303
  nChanged 0
		SP:Iteration 71F (14126.720000 sec): 3 clusters
  Score: Raw -273147.922480 + Penalty 2521.597177 = -270626.325303
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14126.730000 sec): 2 clusters
  Score: Raw -321607.293939 + Penalty 1304.040099 = -320303.253840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14126.740000 sec): 3 clusters
  Score: Raw -320236.060964 + Penalty 2608.080199 = -317627.980765
  nChanged 1157
		SP:Iteration 1F (14126.750000 sec): 3 clusters
  Score: Raw -321035.973536 + Penalty 2608.080199 = -318427.893337
  nChanged 259
		SP:Iteration 2F (14126.760000 sec): 3 clusters
  Score: Raw -321255.321593 + Penalty 2608.080199 = -318647.241394
  nChanged 188
		SP:Iteration 3F (14126.760000 sec): 3 clusters
  Score: Raw -321396.256806 + Penalty 2608.080199 = -318788.176607
  nChanged 138
		SP:Iteration 4Q (14126.770000 sec): 3 clusters
  Score: Raw -321488.822787 + Penalty 2608.080199 = -318880.742588
  nChanged 94
		SP:Iteration 5Q (14126.780000 sec): 3 clusters
  Score: Raw -321540.443058 + Penalty 2608.080199 = -318932.362859
  nChanged 63
		SP:Iteration 6Q (14126.790000 sec): 3 clusters
  Score: Raw -321569.732172 + Penalty 2608.080199 = -318961.651973
  nChanged 45
		SP:Iteration 7Q (14126.790000 sec): 3 clusters
  Score: Raw -321589.985394 + Penalty 2608.080199 = -318981.905195
  nChanged 40
		SP:Iteration 8Q (14126.800000 sec): 3 clusters
  Score: Raw -321609.618418 + Penalty 2608.080199 = -319001.538219
  nChanged 33
		SP:Iteration 9Q (14126.810000 sec): 3 clusters
  Score: Raw -321621.995905 + Penalty 2608.080199 = -319013.915706
  nChanged 27
		SP:Iteration 10Q (14126.820000 sec): 3 clusters
  Score: Raw -321630.524659 + Penalty 2608.080199 = -319022.444460
  nChanged 18
		SP:Iteration 11Q (14126.820000 sec): 3 clusters
  Score: Raw -321635.815430 + Penalty 2608.080199 = -319027.735231
  nChanged 16
		SP:Iteration 12Q (14126.830000 sec): 3 clusters
  Score: Raw -321641.801099 + Penalty 2608.080199 = -319033.720901
  nChanged 17
		SP:Iteration 13Q (14126.840000 sec): 3 clusters
  Score: Raw -321648.665332 + Penalty 2608.080199 = -319040.585133
  nChanged 19
		SP:Iteration 14Q (14126.850000 sec): 3 clusters
  Score: Raw -321655.650389 + Penalty 2608.080199 = -319047.570190
  nChanged 16
		SP:Iteration 15Q (14126.850000 sec): 3 clusters
  Score: Raw -321660.846735 + Penalty 2608.080199 = -319052.766536
  nChanged 13
		SP:Iteration 16Q (14126.860000 sec): 3 clusters
  Score: Raw -321664.758940 + Penalty 2608.080199 = -319056.678741
  nChanged 8
		SP:Iteration 17Q (14126.870000 sec): 3 clusters
  Score: Raw -321667.415335 + Penalty 2608.080199 = -319059.335136
  nChanged 7
		SP:Iteration 18Q (14126.880000 sec): 3 clusters
  Score: Raw -321669.247822 + Penalty 2608.080199 = -319061.167624
  nChanged 4
		SP:Iteration 19Q (14126.880000 sec): 3 clusters
  Score: Raw -321669.982001 + Penalty 2608.080199 = -319061.901802
  nChanged 5
		SP:Iteration 20F (14126.890000 sec): 3 clusters
  Score: Raw -321672.498264 + Penalty 2608.080199 = -319064.418065
  nChanged 3
		SP:Iteration 21Q (14126.900000 sec): 3 clusters
  Score: Raw -321675.013101 + Penalty 2608.080199 = -319066.932902
  nChanged 5
		SP:Iteration 22Q (14126.910000 sec): 3 clusters
  Score: Raw -321676.330352 + Penalty 2608.080199 = -319068.250153
  nChanged 2
		SP:Iteration 23Q (14126.920000 sec): 3 clusters
  Score: Raw -321677.315170 + Penalty 2608.080199 = -319069.234971
  nChanged 3
		SP:Iteration 24Q (14126.920000 sec): 3 clusters
  Score: Raw -321678.102048 + Penalty 2608.080199 = -319070.021850
  nChanged 1
		SP:Iteration 25Q (14126.930000 sec): 3 clusters
  Score: Raw -321678.193253 + Penalty 2608.080199 = -319070.113054
  nChanged 0
		SP:Iteration 26F (14126.940000 sec): 3 clusters
  Score: Raw -321678.193253 + Penalty 2608.080199 = -319070.113054
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14126.970000 sec): 2 clusters
  Score: Raw -1162121.555346 + Penalty 1497.426096 = -1160624.129249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14127.000000 sec): 3 clusters
  Score: Raw -1156368.714900 + Penalty 2994.852193 = -1153373.862707
  nChanged 4353
		SP:Iteration 1F (14127.020000 sec): 3 clusters
  Score: Raw -1158650.899662 + Penalty 2994.852193 = -1155656.047469
  nChanged 574
		SP:Iteration 2F (14127.050000 sec): 3 clusters
  Score: Raw -1158915.439623 + Penalty 2994.852193 = -1155920.587430
  nChanged 560
		SP:Iteration 3F (14127.080000 sec): 3 clusters
  Score: Raw -1159186.530588 + Penalty 2994.852193 = -1156191.678395
  nChanged 542
		SP:Iteration 4F (14127.100000 sec): 3 clusters
  Score: Raw -1159517.889390 + Penalty 2994.852193 = -1156523.037197
  nChanged 616
		SP:Iteration 5F (14127.120000 sec): 3 clusters
  Score: Raw -1159905.512700 + Penalty 2994.852193 = -1156910.660507
  nChanged 651
		SP:Iteration 6F (14127.150000 sec): 3 clusters
  Score: Raw -1160370.210258 + Penalty 2994.852193 = -1157375.358065
  nChanged 641
		SP:Iteration 7F (14127.180000 sec): 3 clusters
  Score: Raw -1160813.279533 + Penalty 2994.852193 = -1157818.427341
  nChanged 531
		SP:Iteration 8F (14127.200000 sec): 3 clusters
  Score: Raw -1161137.662118 + Penalty 2994.852193 = -1158142.809925
  nChanged 422
		SP:Iteration 9Q (14127.230000 sec): 3 clusters
  Score: Raw -1161405.348553 + Penalty 2994.852193 = -1158410.496360
  nChanged 316
		SP:Iteration 10Q (14127.250000 sec): 3 clusters
  Score: Raw -1161622.144704 + Penalty 2994.852193 = -1158627.292512
  nChanged 256
		SP:Iteration 11Q (14127.280000 sec): 3 clusters
  Score: Raw -1161810.130676 + Penalty 2994.852193 = -1158815.278483
  nChanged 231
		SP:Iteration 12Q (14127.300000 sec): 3 clusters
  Score: Raw -1162028.277353 + Penalty 2994.852193 = -1159033.425160
  nChanged 219
		SP:Iteration 13Q (14127.330000 sec): 3 clusters
  Score: Raw -1162281.107981 + Penalty 2994.852193 = -1159286.255788
  nChanged 196
		SP:Iteration 14Q (14127.360000 sec): 3 clusters
  Score: Raw -1162531.745871 + Penalty 2994.852193 = -1159536.893678
  nChanged 154
		SP:Iteration 15Q (14127.380000 sec): 3 clusters
  Score: Raw -1162723.939626 + Penalty 2994.852193 = -1159729.087433
  nChanged 111
		SP:Iteration 16Q (14127.400000 sec): 3 clusters
  Score: Raw -1162827.231849 + Penalty 2994.852193 = -1159832.379656
  nChanged 73
		SP:Iteration 17Q (14127.420000 sec): 3 clusters
  Score: Raw -1162872.410818 + Penalty 2994.852193 = -1159877.558625
  nChanged 53
		SP:Iteration 18Q (14127.440000 sec): 3 clusters
  Score: Raw -1162900.840066 + Penalty 2994.852193 = -1159905.987873
  nChanged 26
		SP:Iteration 19Q (14127.460000 sec): 3 clusters
  Score: Raw -1162913.173685 + Penalty 2994.852193 = -1159918.321492
  nChanged 31
		SP:Iteration 20F (14127.490000 sec): 3 clusters
  Score: Raw -1162924.885825 + Penalty 2994.852193 = -1159930.033632
  nChanged 28
		SP:Iteration 21Q (14127.500000 sec): 3 clusters
  Score: Raw -1162934.860122 + Penalty 2994.852193 = -1159940.007929
  nChanged 21
		SP:Iteration 22Q (14127.520000 sec): 3 clusters
  Score: Raw -1162942.152986 + Penalty 2994.852193 = -1159947.300793
  nChanged 11
		SP:Iteration 23Q (14127.540000 sec): 3 clusters
  Score: Raw -1162945.860879 + Penalty 2994.852193 = -1159951.008686
  nChanged 8
		SP:Iteration 24Q (14127.560000 sec): 3 clusters
  Score: Raw -1162948.403008 + Penalty 2994.852193 = -1159953.550815
  nChanged 11
		SP:Iteration 25Q (14127.580000 sec): 3 clusters
  Score: Raw -1162951.346420 + Penalty 2994.852193 = -1159956.494227
  nChanged 6
		SP:Iteration 26Q (14127.600000 sec): 3 clusters
  Score: Raw -1162953.064606 + Penalty 2994.852193 = -1159958.212413
  nChanged 2
		SP:Iteration 27Q (14127.620000 sec): 3 clusters
  Score: Raw -1162953.521170 + Penalty 2994.852193 = -1159958.668977
  nChanged 3
		SP:Iteration 28Q (14127.640000 sec): 3 clusters
  Score: Raw -1162954.217426 + Penalty 2994.852193 = -1159959.365233
  nChanged 2
		SP:Iteration 29Q (14127.660000 sec): 3 clusters
  Score: Raw -1162954.982011 + Penalty 2994.852193 = -1159960.129819
  nChanged 3
		SP:Iteration 30Q (14127.680000 sec): 3 clusters
  Score: Raw -1162955.997574 + Penalty 2994.852193 = -1159961.145381
  nChanged 4
		SP:Iteration 31Q (14127.700000 sec): 3 clusters
  Score: Raw -1162957.040698 + Penalty 2994.852193 = -1159962.188505
  nChanged 2
		SP:Iteration 32Q (14127.720000 sec): 3 clusters
  Score: Raw -1162957.539209 + Penalty 2994.852193 = -1159962.687017
  nChanged 3
		SP:Iteration 33Q (14127.740000 sec): 3 clusters
  Score: Raw -1162958.258277 + Penalty 2994.852193 = -1159963.406084
  nChanged 0
		SP:Iteration 34F (14127.770000 sec): 3 clusters
  Score: Raw -1162958.258277 + Penalty 2994.852193 = -1159963.406084
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14127.780000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14127.780000 sec): 3 clusters
  Score: Raw -30426.586057 + Penalty 1831.306621 = -28595.279436
  nChanged 49
		SP:Iteration 1F (14127.780000 sec): 3 clusters
  Score: Raw -30579.979873 + Penalty 1831.306621 = -28748.673252
  nChanged 12
		SP:Iteration 2Q (14127.780000 sec): 3 clusters
  Score: Raw -30621.369443 + Penalty 1831.306621 = -28790.062822
  nChanged 10
		SP:Iteration 3Q (14127.780000 sec): 3 clusters
  Score: Raw -30664.843138 + Penalty 1831.306621 = -28833.536517
  nChanged 4
		SP:Iteration 4Q (14127.780000 sec): 3 clusters
  Score: Raw -30684.606777 + Penalty 1831.306621 = -28853.300156
  nChanged 2
		SP:Iteration 5Q (14127.780000 sec): 3 clusters
  Score: Raw -30688.823042 + Penalty 1831.306621 = -28857.516421
  nChanged 2
		SP:Iteration 6Q (14127.780000 sec): 3 clusters
  Score: Raw -30694.143027 + Penalty 1831.306621 = -28862.836406
  nChanged 2
		SP:Iteration 7Q (14127.780000 sec): 3 clusters
  Score: Raw -30696.933533 + Penalty 1831.306621 = -28865.626912
  nChanged 0
		SP:Iteration 8F (14127.780000 sec): 3 clusters
  Score: Raw -30696.933533 + Penalty 1831.306621 = -28865.626912
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14127.790000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14127.790000 sec): 3 clusters
  Score: Raw -51880.015446 + Penalty 2005.802694 = -49874.212752
  nChanged 116
		SP:Iteration 1F (14127.790000 sec): 3 clusters
  Score: Raw -52039.922644 + Penalty 2005.802694 = -50034.119950
  nChanged 30
		SP:Iteration 2F (14127.790000 sec): 3 clusters
  Score: Raw -52106.857205 + Penalty 2005.802694 = -50101.054511
  nChanged 20
		SP:Iteration 3Q (14127.790000 sec): 3 clusters
  Score: Raw -52150.862723 + Penalty 2005.802694 = -50145.060028
  nChanged 8
		SP:Iteration 4Q (14127.790000 sec): 3 clusters
  Score: Raw -52163.643096 + Penalty 2005.802694 = -50157.840402
  nChanged 6
		SP:Iteration 5Q (14127.790000 sec): 3 clusters
  Score: Raw -52172.814688 + Penalty 2005.802694 = -50167.011994
  nChanged 4
		SP:Iteration 6Q (14127.800000 sec): 3 clusters
  Score: Raw -52177.941468 + Penalty 2005.802694 = -50172.138774
  nChanged 0
		SP:Iteration 7F (14127.800000 sec): 3 clusters
  Score: Raw -52177.941468 + Penalty 2005.802694 = -50172.138774
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14127.810000 sec): 2 clusters
  Score: Raw -415429.376709 + Penalty 1337.987415 = -414091.389294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14127.820000 sec): 3 clusters
  Score: Raw -413539.775056 + Penalty 2675.974830 = -410863.800226
  nChanged 1514
		SP:Iteration 1F (14127.830000 sec): 3 clusters
  Score: Raw -414366.603698 + Penalty 2675.974830 = -411690.628868
  nChanged 285
		SP:Iteration 2F (14127.840000 sec): 3 clusters
  Score: Raw -414544.286394 + Penalty 2675.974830 = -411868.311563
  nChanged 222
		SP:Iteration 3F (14127.850000 sec): 3 clusters
  Score: Raw -414688.274209 + Penalty 2675.974830 = -412012.299378
  nChanged 179
		SP:Iteration 4Q (14127.860000 sec): 3 clusters
  Score: Raw -414798.706969 + Penalty 2675.974830 = -412122.732138
  nChanged 141
		SP:Iteration 5Q (14127.870000 sec): 3 clusters
  Score: Raw -414888.076890 + Penalty 2675.974830 = -412212.102060
  nChanged 143
		SP:Iteration 6Q (14127.880000 sec): 3 clusters
  Score: Raw -414997.844384 + Penalty 2675.974830 = -412321.869553
  nChanged 154
		SP:Iteration 7Q (14127.890000 sec): 3 clusters
  Score: Raw -415100.517166 + Penalty 2675.974830 = -412424.542335
  nChanged 153
		SP:Iteration 8Q (14127.900000 sec): 3 clusters
  Score: Raw -415208.117641 + Penalty 2675.974830 = -412532.142811
  nChanged 127
		SP:Iteration 9Q (14127.910000 sec): 3 clusters
  Score: Raw -415303.170954 + Penalty 2675.974830 = -412627.196124
  nChanged 115
		SP:Iteration 10Q (14127.920000 sec): 3 clusters
  Score: Raw -415375.927733 + Penalty 2675.974830 = -412699.952903
  nChanged 101
		SP:Iteration 11Q (14127.930000 sec): 3 clusters
  Score: Raw -415437.340910 + Penalty 2675.974830 = -412761.366080
  nChanged 68
		SP:Iteration 12Q (14127.940000 sec): 3 clusters
  Score: Raw -415482.962575 + Penalty 2675.974830 = -412806.987744
  nChanged 48
		SP:Iteration 13Q (14127.950000 sec): 3 clusters
  Score: Raw -415510.390048 + Penalty 2675.974830 = -412834.415217
  nChanged 40
		SP:Iteration 14Q (14127.960000 sec): 3 clusters
  Score: Raw -415529.655198 + Penalty 2675.974830 = -412853.680367
  nChanged 29
		SP:Iteration 15Q (14127.960000 sec): 3 clusters
  Score: Raw -415539.884737 + Penalty 2675.974830 = -412863.909906
  nChanged 23
		SP:Iteration 16Q (14127.980000 sec): 3 clusters
  Score: Raw -415550.926477 + Penalty 2675.974830 = -412874.951646
  nChanged 29
		SP:Iteration 17Q (14127.980000 sec): 3 clusters
  Score: Raw -415563.408155 + Penalty 2675.974830 = -412887.433324
  nChanged 28
		SP:Iteration 18Q (14127.990000 sec): 3 clusters
  Score: Raw -415575.770869 + Penalty 2675.974830 = -412899.796038
  nChanged 22
		SP:Iteration 19Q (14128.000000 sec): 3 clusters
  Score: Raw -415585.554462 + Penalty 2675.974830 = -412909.579631
  nChanged 18
		SP:Iteration 20F (14128.010000 sec): 3 clusters
  Score: Raw -415594.903415 + Penalty 2675.974830 = -412918.928585
  nChanged 25
		SP:Iteration 21Q (14128.020000 sec): 3 clusters
  Score: Raw -415612.668910 + Penalty 2675.974830 = -412936.694080
  nChanged 28
		SP:Iteration 22Q (14128.030000 sec): 3 clusters
  Score: Raw -415629.346613 + Penalty 2675.974830 = -412953.371782
  nChanged 20
		SP:Iteration 23Q (14128.040000 sec): 3 clusters
  Score: Raw -415638.960927 + Penalty 2675.974830 = -412962.986097
  nChanged 17
		SP:Iteration 24Q (14128.050000 sec): 3 clusters
  Score: Raw -415647.549414 + Penalty 2675.974830 = -412971.574584
  nChanged 18
		SP:Iteration 25Q (14128.060000 sec): 3 clusters
  Score: Raw -415657.527466 + Penalty 2675.974830 = -412981.552635
  nChanged 18
		SP:Iteration 26Q (14128.060000 sec): 3 clusters
  Score: Raw -415665.890928 + Penalty 2675.974830 = -412989.916097
  nChanged 10
		SP:Iteration 27Q (14128.070000 sec): 3 clusters
  Score: Raw -415669.096390 + Penalty 2675.974830 = -412993.121560
  nChanged 7
		SP:Iteration 28Q (14128.080000 sec): 3 clusters
  Score: Raw -415672.507147 + Penalty 2675.974830 = -412996.532316
  nChanged 7
		SP:Iteration 29Q (14128.090000 sec): 3 clusters
  Score: Raw -415676.278447 + Penalty 2675.974830 = -413000.303616
  nChanged 11
		SP:Iteration 30Q (14128.100000 sec): 3 clusters
  Score: Raw -415682.914301 + Penalty 2675.974830 = -413006.939471
  nChanged 7
		SP:Iteration 31Q (14128.110000 sec): 3 clusters
  Score: Raw -415685.385349 + Penalty 2675.974830 = -413009.410518
  nChanged 5
		SP:Iteration 32Q (14128.120000 sec): 3 clusters
  Score: Raw -415687.436922 + Penalty 2675.974830 = -413011.462091
  nChanged 4
		SP:Iteration 33Q (14128.120000 sec): 3 clusters
  Score: Raw -415689.213873 + Penalty 2675.974830 = -413013.239043
  nChanged 6
		SP:Iteration 34Q (14128.130000 sec): 3 clusters
  Score: Raw -415691.555648 + Penalty 2675.974830 = -413015.580818
  nChanged 4
		SP:Iteration 35Q (14128.140000 sec): 3 clusters
  Score: Raw -415693.096477 + Penalty 2675.974830 = -413017.121647
  nChanged 0
		SP:Iteration 36F (14128.150000 sec): 3 clusters
  Score: Raw -415693.096477 + Penalty 2675.974830 = -413017.121647
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14128.170000 sec): 2 clusters
  Score: Raw -730840.978473 + Penalty 1423.190937 = -729417.787537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14128.190000 sec): 3 clusters
  Score: Raw -727410.405424 + Penalty 2846.381874 = -724564.023550
  nChanged 2638
		SP:Iteration 1F (14128.200000 sec): 3 clusters
  Score: Raw -728719.866734 + Penalty 2846.381874 = -725873.484861
  nChanged 408
		SP:Iteration 2F (14128.220000 sec): 3 clusters
  Score: Raw -728919.252304 + Penalty 2846.381874 = -726072.870431
  nChanged 339
		SP:Iteration 3F (14128.240000 sec): 3 clusters
  Score: Raw -729082.881978 + Penalty 2846.381874 = -726236.500105
  nChanged 269
		SP:Iteration 4Q (14128.250000 sec): 3 clusters
  Score: Raw -729180.232969 + Penalty 2846.381874 = -726333.851095
  nChanged 200
		SP:Iteration 5Q (14128.270000 sec): 3 clusters
  Score: Raw -729252.779589 + Penalty 2846.381874 = -726406.397715
  nChanged 187
		SP:Iteration 6Q (14128.280000 sec): 3 clusters
  Score: Raw -729320.998479 + Penalty 2846.381874 = -726474.616605
  nChanged 179
		SP:Iteration 7Q (14128.300000 sec): 3 clusters
  Score: Raw -729384.352976 + Penalty 2846.381874 = -726537.971103
  nChanged 156
		SP:Iteration 8Q (14128.320000 sec): 3 clusters
  Score: Raw -729438.691215 + Penalty 2846.381874 = -726592.309341
  nChanged 144
		SP:Iteration 9Q (14128.330000 sec): 3 clusters
  Score: Raw -729485.519845 + Penalty 2846.381874 = -726639.137971
  nChanged 133
		SP:Iteration 10Q (14128.350000 sec): 3 clusters
  Score: Raw -729529.847363 + Penalty 2846.381874 = -726683.465489
  nChanged 107
		SP:Iteration 11Q (14128.360000 sec): 3 clusters
  Score: Raw -729564.069939 + Penalty 2846.381874 = -726717.688065
  nChanged 102
		SP:Iteration 12Q (14128.380000 sec): 3 clusters
  Score: Raw -729592.980503 + Penalty 2846.381874 = -726746.598630
  nChanged 95
		SP:Iteration 13Q (14128.400000 sec): 3 clusters
  Score: Raw -729623.049004 + Penalty 2846.381874 = -726776.667130
  nChanged 109
		SP:Iteration 14Q (14128.410000 sec): 3 clusters
  Score: Raw -729657.208889 + Penalty 2846.381874 = -726810.827016
  nChanged 110
		SP:Iteration 15Q (14128.430000 sec): 3 clusters
  Score: Raw -729689.068718 + Penalty 2846.381874 = -726842.686844
  nChanged 115
		SP:Iteration 16Q (14128.440000 sec): 3 clusters
  Score: Raw -729722.563164 + Penalty 2846.381874 = -726876.181291
  nChanged 127
		SP:Iteration 17Q (14128.460000 sec): 3 clusters
  Score: Raw -729766.991089 + Penalty 2846.381874 = -726920.609215
  nChanged 150
		SP:Iteration 18Q (14128.480000 sec): 3 clusters
  Score: Raw -729823.044651 + Penalty 2846.381874 = -726976.662777
  nChanged 162
		SP:Iteration 19Q (14128.490000 sec): 3 clusters
  Score: Raw -729883.623668 + Penalty 2846.381874 = -727037.241794
  nChanged 198
		SP:Iteration 20F (14128.510000 sec): 3 clusters
  Score: Raw -729975.981272 + Penalty 2846.381874 = -727129.599398
  nChanged 243
		SP:Iteration 21Q (14128.520000 sec): 3 clusters
  Score: Raw -730112.133459 + Penalty 2846.381874 = -727265.751586
  nChanged 250
		SP:Iteration 22Q (14128.540000 sec): 3 clusters
  Score: Raw -730253.801497 + Penalty 2846.381874 = -727407.419623
  nChanged 253
		SP:Iteration 23Q (14128.550000 sec): 3 clusters
  Score: Raw -730412.386051 + Penalty 2846.381874 = -727566.004178
  nChanged 219
		SP:Iteration 24Q (14128.570000 sec): 3 clusters
  Score: Raw -730534.906542 + Penalty 2846.381874 = -727688.524668
  nChanged 182
		SP:Iteration 25Q (14128.580000 sec): 3 clusters
  Score: Raw -730638.876308 + Penalty 2846.381874 = -727792.494435
  nChanged 162
		SP:Iteration 26Q (14128.600000 sec): 3 clusters
  Score: Raw -730735.978030 + Penalty 2846.381874 = -727889.596157
  nChanged 134
		SP:Iteration 27Q (14128.620000 sec): 3 clusters
  Score: Raw -730813.177853 + Penalty 2846.381874 = -727966.795979
  nChanged 102
		SP:Iteration 28Q (14128.630000 sec): 3 clusters
  Score: Raw -730877.887246 + Penalty 2846.381874 = -728031.505373
  nChanged 91
		SP:Iteration 29Q (14128.650000 sec): 3 clusters
  Score: Raw -730942.890869 + Penalty 2846.381874 = -728096.508996
  nChanged 75
		SP:Iteration 30Q (14128.660000 sec): 3 clusters
  Score: Raw -730991.447780 + Penalty 2846.381874 = -728145.065906
  nChanged 50
		SP:Iteration 31Q (14128.680000 sec): 3 clusters
  Score: Raw -731024.583539 + Penalty 2846.381874 = -728178.201666
  nChanged 41
		SP:Iteration 32Q (14128.690000 sec): 3 clusters
  Score: Raw -731045.843085 + Penalty 2846.381874 = -728199.461211
  nChanged 27
		SP:Iteration 33Q (14128.710000 sec): 3 clusters
  Score: Raw -731060.647593 + Penalty 2846.381874 = -728214.265719
  nChanged 25
		SP:Iteration 34Q (14128.720000 sec): 3 clusters
  Score: Raw -731077.321283 + Penalty 2846.381874 = -728230.939409
  nChanged 21
		SP:Iteration 35Q (14128.740000 sec): 3 clusters
  Score: Raw -731090.385388 + Penalty 2846.381874 = -728244.003514
  nChanged 21
		SP:Iteration 36Q (14128.750000 sec): 3 clusters
  Score: Raw -731100.567631 + Penalty 2846.381874 = -728254.185757
  nChanged 15
		SP:Iteration 37Q (14128.770000 sec): 3 clusters
  Score: Raw -731108.801387 + Penalty 2846.381874 = -728262.419514
  nChanged 14
		SP:Iteration 38Q (14128.780000 sec): 3 clusters
  Score: Raw -731119.122519 + Penalty 2846.381874 = -728272.740645
  nChanged 13
		SP:Iteration 39Q (14128.800000 sec): 3 clusters
  Score: Raw -731127.691086 + Penalty 2846.381874 = -728281.309213
  nChanged 13
		SP:Iteration 40F (14128.810000 sec): 3 clusters
  Score: Raw -731137.941667 + Penalty 2846.381874 = -728291.559794
  nChanged 13
		SP:Iteration 41Q (14128.820000 sec): 3 clusters
  Score: Raw -731146.846483 + Penalty 2846.381874 = -728300.464609
  nChanged 11
		SP:Iteration 42Q (14128.840000 sec): 3 clusters
  Score: Raw -731153.022452 + Penalty 2846.381874 = -728306.640579
  nChanged 6
		SP:Iteration 43Q (14128.860000 sec): 3 clusters
  Score: Raw -731155.142617 + Penalty 2846.381874 = -728308.760744
  nChanged 3
		SP:Iteration 44Q (14128.870000 sec): 3 clusters
  Score: Raw -731156.654506 + Penalty 2846.381874 = -728310.272633
  nChanged 1
		SP:Iteration 45Q (14128.880000 sec): 3 clusters
  Score: Raw -731157.354222 + Penalty 2846.381874 = -728310.972349
  nChanged 0
		SP:Iteration 46F (14128.900000 sec): 3 clusters
  Score: Raw -731157.354222 + Penalty 2846.381874 = -728310.972349
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14128.910000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14128.910000 sec): 3 clusters
  Score: Raw -61079.235017 + Penalty 2039.909134 = -59039.325883
  nChanged 136
		SP:Iteration 1F (14128.910000 sec): 3 clusters
  Score: Raw -61252.832769 + Penalty 2039.909134 = -59212.923635
  nChanged 38
		SP:Iteration 2F (14128.910000 sec): 3 clusters
  Score: Raw -61301.154201 + Penalty 2039.909134 = -59261.245067
  nChanged 12
		SP:Iteration 3Q (14128.910000 sec): 3 clusters
  Score: Raw -61322.483448 + Penalty 2039.909134 = -59282.574314
  nChanged 9
		SP:Iteration 4Q (14128.910000 sec): 3 clusters
  Score: Raw -61332.382610 + Penalty 2039.909134 = -59292.473476
  nChanged 5
		SP:Iteration 5Q (14128.920000 sec): 3 clusters
  Score: Raw -61340.210782 + Penalty 2039.909134 = -59300.301648
  nChanged 5
		SP:Iteration 6Q (14128.920000 sec): 3 clusters
  Score: Raw -61346.732981 + Penalty 2039.909134 = -59306.823847
  nChanged 1
		SP:Iteration 7Q (14128.920000 sec): 3 clusters
  Score: Raw -61347.346278 + Penalty 2039.909134 = -59307.437144
  nChanged 1
		SP:Iteration 8Q (14128.920000 sec): 3 clusters
  Score: Raw -61347.703935 + Penalty 2039.909134 = -59307.794801
  nChanged 0
		SP:Iteration 9F (14128.920000 sec): 3 clusters
  Score: Raw -61347.703935 + Penalty 2039.909134 = -59307.794801
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14128.940000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14128.950000 sec): 3 clusters
  Score: Raw -543385.044563 + Penalty 2753.531628 = -540631.512935
  nChanged 1901
		SP:Iteration 1F (14128.960000 sec): 3 clusters
  Score: Raw -544406.461300 + Penalty 2753.531628 = -541652.929672
  nChanged 342
		SP:Iteration 2F (14128.970000 sec): 3 clusters
  Score: Raw -544616.290705 + Penalty 2753.531628 = -541862.759078
  nChanged 269
		SP:Iteration 3F (14128.980000 sec): 3 clusters
  Score: Raw -544764.390484 + Penalty 2753.531628 = -542010.858857
  nChanged 220
		SP:Iteration 4Q (14129.000000 sec): 3 clusters
  Score: Raw -544875.755107 + Penalty 2753.531628 = -542122.223479
  nChanged 196
		SP:Iteration 5Q (14129.010000 sec): 3 clusters
  Score: Raw -544975.770363 + Penalty 2753.531628 = -542222.238735
  nChanged 167
		SP:Iteration 6Q (14129.020000 sec): 3 clusters
  Score: Raw -545066.456025 + Penalty 2753.531628 = -542312.924397
  nChanged 161
		SP:Iteration 7Q (14129.030000 sec): 3 clusters
  Score: Raw -545153.072590 + Penalty 2753.531628 = -542399.540963
  nChanged 140
		SP:Iteration 8Q (14129.040000 sec): 3 clusters
  Score: Raw -545224.267446 + Penalty 2753.531628 = -542470.735819
  nChanged 143
		SP:Iteration 9Q (14129.060000 sec): 3 clusters
  Score: Raw -545285.646707 + Penalty 2753.531628 = -542532.115079
  nChanged 118
		SP:Iteration 10Q (14129.070000 sec): 3 clusters
  Score: Raw -545341.473923 + Penalty 2753.531628 = -542587.942295
  nChanged 105
		SP:Iteration 11Q (14129.080000 sec): 3 clusters
  Score: Raw -545395.232507 + Penalty 2753.531628 = -542641.700880
  nChanged 116
		SP:Iteration 12Q (14129.100000 sec): 3 clusters
  Score: Raw -545458.096729 + Penalty 2753.531628 = -542704.565101
  nChanged 137
		SP:Iteration 13Q (14129.110000 sec): 3 clusters
  Score: Raw -545545.233135 + Penalty 2753.531628 = -542791.701507
  nChanged 153
		SP:Iteration 14Q (14129.120000 sec): 3 clusters
  Score: Raw -545652.446774 + Penalty 2753.531628 = -542898.915146
  nChanged 161
		SP:Iteration 15Q (14129.130000 sec): 3 clusters
  Score: Raw -545758.069763 + Penalty 2753.531628 = -543004.538135
  nChanged 137
		SP:Iteration 16Q (14129.140000 sec): 3 clusters
  Score: Raw -545839.415635 + Penalty 2753.531628 = -543085.884007
  nChanged 114
		SP:Iteration 17Q (14129.150000 sec): 3 clusters
  Score: Raw -545893.225774 + Penalty 2753.531628 = -543139.694146
  nChanged 101
		SP:Iteration 18Q (14129.160000 sec): 3 clusters
  Score: Raw -545942.811190 + Penalty 2753.531628 = -543189.279562
  nChanged 87
		SP:Iteration 19Q (14129.180000 sec): 3 clusters
  Score: Raw -545991.274717 + Penalty 2753.531628 = -543237.743089
  nChanged 76
		SP:Iteration 20F (14129.190000 sec): 3 clusters
  Score: Raw -546035.066328 + Penalty 2753.531628 = -543281.534700
  nChanged 67
		SP:Iteration 21Q (14129.200000 sec): 3 clusters
  Score: Raw -546076.381344 + Penalty 2753.531628 = -543322.849716
  nChanged 71
		SP:Iteration 22Q (14129.210000 sec): 3 clusters
  Score: Raw -546115.283884 + Penalty 2753.531628 = -543361.752256
  nChanged 64
		SP:Iteration 23Q (14129.220000 sec): 3 clusters
  Score: Raw -546147.610086 + Penalty 2753.531628 = -543394.078458
  nChanged 58
		SP:Iteration 24Q (14129.240000 sec): 3 clusters
  Score: Raw -546176.721393 + Penalty 2753.531628 = -543423.189765
  nChanged 57
		SP:Iteration 25Q (14129.240000 sec): 3 clusters
  Score: Raw -546214.104261 + Penalty 2753.531628 = -543460.572633
  nChanged 66
		SP:Iteration 26Q (14129.260000 sec): 3 clusters
  Score: Raw -546256.311466 + Penalty 2753.531628 = -543502.779838
  nChanged 65
		SP:Iteration 27Q (14129.270000 sec): 3 clusters
  Score: Raw -546299.484208 + Penalty 2753.531628 = -543545.952580
  nChanged 59
		SP:Iteration 28Q (14129.280000 sec): 3 clusters
  Score: Raw -546339.083184 + Penalty 2753.531628 = -543585.551556
  nChanged 62
		SP:Iteration 29Q (14129.290000 sec): 3 clusters
  Score: Raw -546387.806205 + Penalty 2753.531628 = -543634.274578
  nChanged 66
		SP:Iteration 30Q (14129.300000 sec): 3 clusters
  Score: Raw -546434.902980 + Penalty 2753.531628 = -543681.371352
  nChanged 62
		SP:Iteration 31Q (14129.310000 sec): 3 clusters
  Score: Raw -546492.576660 + Penalty 2753.531628 = -543739.045033
  nChanged 70
		SP:Iteration 32Q (14129.320000 sec): 3 clusters
  Score: Raw -546558.621335 + Penalty 2753.531628 = -543805.089708
  nChanged 62
		SP:Iteration 33Q (14129.330000 sec): 3 clusters
  Score: Raw -546599.539079 + Penalty 2753.531628 = -543846.007451
  nChanged 38
		SP:Iteration 34Q (14129.340000 sec): 3 clusters
  Score: Raw -546623.457624 + Penalty 2753.531628 = -543869.925996
  nChanged 33
		SP:Iteration 35Q (14129.350000 sec): 3 clusters
  Score: Raw -546637.529909 + Penalty 2753.531628 = -543883.998281
  nChanged 26
		SP:Iteration 36Q (14129.360000 sec): 3 clusters
  Score: Raw -546645.163221 + Penalty 2753.531628 = -543891.631593
  nChanged 14
		SP:Iteration 37Q (14129.380000 sec): 3 clusters
  Score: Raw -546648.153609 + Penalty 2753.531628 = -543894.621981
  nChanged 5
		SP:Iteration 38Q (14129.380000 sec): 3 clusters
  Score: Raw -546649.006478 + Penalty 2753.531628 = -543895.474850
  nChanged 1
		SP:Iteration 39Q (14129.400000 sec): 3 clusters
  Score: Raw -546649.090016 + Penalty 2753.531628 = -543895.558388
  nChanged 1
		SP:Iteration 40F (14129.410000 sec): 3 clusters
  Score: Raw -546649.191749 + Penalty 2753.531628 = -543895.660121
  nChanged 1
		SP:Iteration 41Q (14129.420000 sec): 3 clusters
  Score: Raw -546649.639921 + Penalty 2753.531628 = -543896.108294
  nChanged 1
		SP:Iteration 42Q (14129.430000 sec): 3 clusters
  Score: Raw -546649.704434 + Penalty 2753.531628 = -543896.172806
  nChanged 0
		SP:Iteration 43F (14129.440000 sec): 3 clusters
  Score: Raw -546649.704434 + Penalty 2753.531628 = -543896.172806
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14129.450000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14129.450000 sec): 3 clusters
  Score: Raw -42392.494601 + Penalty 1938.997690 = -40453.496911
  nChanged 77
		SP:Iteration 1F (14129.450000 sec): 3 clusters
  Score: Raw -42522.660804 + Penalty 1938.997690 = -40583.663114
  nChanged 16
		SP:Iteration 2Q (14129.450000 sec): 3 clusters
  Score: Raw -42555.263067 + Penalty 1938.997690 = -40616.265377
  nChanged 11
		SP:Iteration 3Q (14129.450000 sec): 3 clusters
  Score: Raw -42573.278197 + Penalty 1938.997690 = -40634.280507
  nChanged 2
		SP:Iteration 4Q (14129.450000 sec): 3 clusters
  Score: Raw -42575.825630 + Penalty 1938.997690 = -40636.827940
  nChanged 1
		SP:Iteration 5Q (14129.450000 sec): 3 clusters
  Score: Raw -42577.282223 + Penalty 1938.997690 = -40638.284533
  nChanged 3
		SP:Iteration 6Q (14129.450000 sec): 3 clusters
  Score: Raw -42581.230293 + Penalty 1938.997690 = -40642.232602
  nChanged 4
		SP:Iteration 7Q (14129.450000 sec): 3 clusters
  Score: Raw -42587.129339 + Penalty 1938.997690 = -40648.131649
  nChanged 4
		SP:Iteration 8Q (14129.450000 sec): 3 clusters
  Score: Raw -42593.905287 + Penalty 1938.997690 = -40654.907596
  nChanged 4
		SP:Iteration 9Q (14129.460000 sec): 3 clusters
  Score: Raw -42601.843702 + Penalty 1938.997690 = -40662.846012
  nChanged 2
		SP:Iteration 10Q (14129.460000 sec): 3 clusters
  Score: Raw -42604.861572 + Penalty 1938.997690 = -40665.863882
  nChanged 1
		SP:Iteration 11Q (14129.460000 sec): 3 clusters
  Score: Raw -42606.115957 + Penalty 1938.997690 = -40667.118266
  nChanged 0
		SP:Iteration 12F (14129.460000 sec): 3 clusters
  Score: Raw -42606.115957 + Penalty 1938.997690 = -40667.118266
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14129.470000 sec): 2 clusters
  Score: Raw -204215.137822 + Penalty 1231.365498 = -202983.772325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14129.470000 sec): 3 clusters
  Score: Raw -203446.280841 + Penalty 2462.730996 = -200983.549845
  nChanged 652
		SP:Iteration 1F (14129.480000 sec): 3 clusters
  Score: Raw -203964.369237 + Penalty 2462.730996 = -201501.638241
  nChanged 171
		SP:Iteration 2F (14129.480000 sec): 3 clusters
  Score: Raw -204142.521014 + Penalty 2462.730996 = -201679.790019
  nChanged 125
		SP:Iteration 3F (14129.480000 sec): 3 clusters
  Score: Raw -204274.500067 + Penalty 2462.730996 = -201811.769071
  nChanged 94
		SP:Iteration 4Q (14129.490000 sec): 3 clusters
  Score: Raw -204389.721397 + Penalty 2462.730996 = -201926.990401
  nChanged 87
		SP:Iteration 5Q (14129.500000 sec): 3 clusters
  Score: Raw -204500.501661 + Penalty 2462.730996 = -202037.770665
  nChanged 87
		SP:Iteration 6Q (14129.500000 sec): 3 clusters
  Score: Raw -204629.111535 + Penalty 2462.730996 = -202166.380539
  nChanged 83
		SP:Iteration 7Q (14129.500000 sec): 3 clusters
  Score: Raw -204741.555958 + Penalty 2462.730996 = -202278.824963
  nChanged 65
		SP:Iteration 8Q (14129.510000 sec): 3 clusters
  Score: Raw -204842.221541 + Penalty 2462.730996 = -202379.490545
  nChanged 50
		SP:Iteration 9Q (14129.520000 sec): 3 clusters
  Score: Raw -204914.926727 + Penalty 2462.730996 = -202452.195731
  nChanged 39
		SP:Iteration 10Q (14129.520000 sec): 3 clusters
  Score: Raw -204948.150812 + Penalty 2462.730996 = -202485.419817
  nChanged 23
		SP:Iteration 11Q (14129.520000 sec): 3 clusters
  Score: Raw -204964.698368 + Penalty 2462.730996 = -202501.967372
  nChanged 17
		SP:Iteration 12Q (14129.530000 sec): 3 clusters
  Score: Raw -204974.931930 + Penalty 2462.730996 = -202512.200935
  nChanged 11
		SP:Iteration 13Q (14129.530000 sec): 3 clusters
  Score: Raw -204980.572122 + Penalty 2462.730996 = -202517.841127
  nChanged 8
		SP:Iteration 14Q (14129.540000 sec): 3 clusters
  Score: Raw -204987.871145 + Penalty 2462.730996 = -202525.140149
  nChanged 11
		SP:Iteration 15Q (14129.540000 sec): 3 clusters
  Score: Raw -204997.054463 + Penalty 2462.730996 = -202534.323467
  nChanged 14
		SP:Iteration 16Q (14129.540000 sec): 3 clusters
  Score: Raw -205007.322105 + Penalty 2462.730996 = -202544.591109
  nChanged 13
		SP:Iteration 17Q (14129.550000 sec): 3 clusters
  Score: Raw -205018.518372 + Penalty 2462.730996 = -202555.787377
  nChanged 8
		SP:Iteration 18Q (14129.550000 sec): 3 clusters
  Score: Raw -205024.077592 + Penalty 2462.730996 = -202561.346597
  nChanged 6
		SP:Iteration 19Q (14129.560000 sec): 3 clusters
  Score: Raw -205028.904031 + Penalty 2462.730996 = -202566.173035
  nChanged 9
		SP:Iteration 20F (14129.560000 sec): 3 clusters
  Score: Raw -205034.652116 + Penalty 2462.730996 = -202571.921120
  nChanged 11
		SP:Iteration 21Q (14129.570000 sec): 3 clusters
  Score: Raw -205039.644161 + Penalty 2462.730996 = -202576.913165
  nChanged 8
		SP:Iteration 22Q (14129.570000 sec): 3 clusters
  Score: Raw -205043.247404 + Penalty 2462.730996 = -202580.516408
  nChanged 6
		SP:Iteration 23Q (14129.580000 sec): 3 clusters
  Score: Raw -205047.209867 + Penalty 2462.730996 = -202584.478871
  nChanged 3
		SP:Iteration 24Q (14129.580000 sec): 3 clusters
  Score: Raw -205048.554812 + Penalty 2462.730996 = -202585.823816
  nChanged 3
		SP:Iteration 25Q (14129.580000 sec): 3 clusters
  Score: Raw -205050.071135 + Penalty 2462.730996 = -202587.340139
  nChanged 2
		SP:Iteration 26Q (14129.590000 sec): 3 clusters
  Score: Raw -205050.896804 + Penalty 2462.730996 = -202588.165808
  nChanged 1
		SP:Iteration 27Q (14129.590000 sec): 3 clusters
  Score: Raw -205051.136086 + Penalty 2462.730996 = -202588.405091
  nChanged 0
		SP:Iteration 28F (14129.600000 sec): 3 clusters
  Score: Raw -205051.136086 + Penalty 2462.730996 = -202588.405091
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14129.610000 sec): 2 clusters
  Score: Raw -314150.240697 + Penalty 1301.034730 = -312849.205968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14129.620000 sec): 3 clusters
  Score: Raw -312731.999155 + Penalty 2602.069459 = -310129.929696
  nChanged 1160
		SP:Iteration 1F (14129.630000 sec): 3 clusters
  Score: Raw -313630.746175 + Penalty 2602.069459 = -311028.676716
  nChanged 310
		SP:Iteration 2F (14129.640000 sec): 3 clusters
  Score: Raw -314007.350625 + Penalty 2602.069459 = -311405.281166
  nChanged 233
		SP:Iteration 3F (14129.640000 sec): 3 clusters
  Score: Raw -314273.792947 + Penalty 2602.069459 = -311671.723487
  nChanged 187
		SP:Iteration 4F (14129.650000 sec): 3 clusters
  Score: Raw -314471.774617 + Penalty 2602.069459 = -311869.705157
  nChanged 152
		SP:Iteration 5F (14129.660000 sec): 3 clusters
  Score: Raw -314618.792800 + Penalty 2602.069459 = -312016.723341
  nChanged 128
		SP:Iteration 6Q (14129.660000 sec): 3 clusters
  Score: Raw -314741.099627 + Penalty 2602.069459 = -312139.030167
  nChanged 97
		SP:Iteration 7Q (14129.670000 sec): 3 clusters
  Score: Raw -314865.234618 + Penalty 2602.069459 = -312263.165158
  nChanged 86
		SP:Iteration 8Q (14129.680000 sec): 3 clusters
  Score: Raw -314969.222903 + Penalty 2602.069459 = -312367.153443
  nChanged 71
		SP:Iteration 9Q (14129.690000 sec): 3 clusters
  Score: Raw -315037.739720 + Penalty 2602.069459 = -312435.670260
  nChanged 48
		SP:Iteration 10Q (14129.690000 sec): 3 clusters
  Score: Raw -315089.977464 + Penalty 2602.069459 = -312487.908004
  nChanged 35
		SP:Iteration 11Q (14129.700000 sec): 3 clusters
  Score: Raw -315112.641829 + Penalty 2602.069459 = -312510.572370
  nChanged 21
		SP:Iteration 12Q (14129.710000 sec): 3 clusters
  Score: Raw -315123.191922 + Penalty 2602.069459 = -312521.122463
  nChanged 12
		SP:Iteration 13Q (14129.710000 sec): 3 clusters
  Score: Raw -315127.127327 + Penalty 2602.069459 = -312525.057867
  nChanged 5
		SP:Iteration 14Q (14129.720000 sec): 3 clusters
  Score: Raw -315129.234006 + Penalty 2602.069459 = -312527.164546
  nChanged 2
		SP:Iteration 15Q (14129.730000 sec): 3 clusters
  Score: Raw -315130.827008 + Penalty 2602.069459 = -312528.757548
  nChanged 4
		SP:Iteration 16Q (14129.740000 sec): 3 clusters
  Score: Raw -315132.877043 + Penalty 2602.069459 = -312530.807583
  nChanged 5
		SP:Iteration 17Q (14129.740000 sec): 3 clusters
  Score: Raw -315134.667090 + Penalty 2602.069459 = -312532.597631
  nChanged 4
		SP:Iteration 18Q (14129.750000 sec): 3 clusters
  Score: Raw -315136.354923 + Penalty 2602.069459 = -312534.285463
  nChanged 4
		SP:Iteration 19Q (14129.760000 sec): 3 clusters
  Score: Raw -315137.358238 + Penalty 2602.069459 = -312535.288778
  nChanged 1
		SP:Iteration 20F (14129.760000 sec): 3 clusters
  Score: Raw -315137.525269 + Penalty 2602.069459 = -312535.455810
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14129.770000 sec): 2 clusters
  Score: Raw -167130.263340 + Penalty 1203.491799 = -165926.771541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14129.780000 sec): 3 clusters
  Score: Raw -166467.244096 + Penalty 2406.983599 = -164060.260497
  nChanged 571
		SP:Iteration 1F (14129.780000 sec): 3 clusters
  Score: Raw -166973.537637 + Penalty 2406.983599 = -164566.554038
  nChanged 148
		SP:Iteration 2F (14129.780000 sec): 3 clusters
  Score: Raw -167168.069811 + Penalty 2406.983599 = -164761.086212
  nChanged 99
		SP:Iteration 3F (14129.790000 sec): 3 clusters
  Score: Raw -167303.426659 + Penalty 2406.983599 = -164896.443060
  nChanged 83
		SP:Iteration 4F (14129.790000 sec): 3 clusters
  Score: Raw -167408.513343 + Penalty 2406.983599 = -165001.529744
  nChanged 75
		SP:Iteration 5Q (14129.800000 sec): 3 clusters
  Score: Raw -167514.367219 + Penalty 2406.983599 = -165107.383621
  nChanged 57
		SP:Iteration 6Q (14129.800000 sec): 3 clusters
  Score: Raw -167576.894873 + Penalty 2406.983599 = -165169.911274
  nChanged 37
		SP:Iteration 7Q (14129.800000 sec): 3 clusters
  Score: Raw -167620.363981 + Penalty 2406.983599 = -165213.380382
  nChanged 32
		SP:Iteration 8Q (14129.810000 sec): 3 clusters
  Score: Raw -167651.157383 + Penalty 2406.983599 = -165244.173784
  nChanged 19
		SP:Iteration 9Q (14129.810000 sec): 3 clusters
  Score: Raw -167672.824833 + Penalty 2406.983599 = -165265.841234
  nChanged 17
		SP:Iteration 10Q (14129.820000 sec): 3 clusters
  Score: Raw -167685.899092 + Penalty 2406.983599 = -165278.915493
  nChanged 12
		SP:Iteration 11Q (14129.820000 sec): 3 clusters
  Score: Raw -167696.278063 + Penalty 2406.983599 = -165289.294464
  nChanged 8
		SP:Iteration 12Q (14129.820000 sec): 3 clusters
  Score: Raw -167706.710338 + Penalty 2406.983599 = -165299.726740
  nChanged 9
		SP:Iteration 13Q (14129.820000 sec): 3 clusters
  Score: Raw -167713.673232 + Penalty 2406.983599 = -165306.689633
  nChanged 10
		SP:Iteration 14Q (14129.830000 sec): 3 clusters
  Score: Raw -167721.504495 + Penalty 2406.983599 = -165314.520896
  nChanged 11
		SP:Iteration 15Q (14129.830000 sec): 3 clusters
  Score: Raw -167727.250653 + Penalty 2406.983599 = -165320.267054
  nChanged 3
		SP:Iteration 16Q (14129.840000 sec): 3 clusters
  Score: Raw -167728.607982 + Penalty 2406.983599 = -165321.624383
  nChanged 0
		SP:Iteration 17F (14129.840000 sec): 3 clusters
  Score: Raw -167728.607982 + Penalty 2406.983599 = -165321.624383
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14130.030000 sec): 2 clusters
  Score: Raw -7070795.929088 + Penalty 1786.784252 = -7069009.144835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14130.190000 sec): 3 clusters
  Score: Raw -7032604.828308 + Penalty 3573.568505 = -7029031.259803
  nChanged 28152
		SP:Iteration 1F (14130.350000 sec): 3 clusters
  Score: Raw -7048633.360374 + Penalty 3573.568505 = -7045059.791870
  nChanged 2223
		SP:Iteration 2Q (14130.520000 sec): 3 clusters
  Score: Raw -7049303.409300 + Penalty 3573.568505 = -7045729.840795
  nChanged 2399
		SP:Iteration 3Q (14130.680000 sec): 3 clusters
  Score: Raw -7050183.084962 + Penalty 3573.568505 = -7046609.516457
  nChanged 2844
		SP:Iteration 4Q (14130.840000 sec): 3 clusters
  Score: Raw -7051542.264944 + Penalty 3573.568505 = -7047968.696439
  nChanged 3528
		SP:Iteration 5F (14131.000000 sec): 3 clusters
  Score: Raw -7053705.813507 + Penalty 3573.568505 = -7050132.245002
  nChanged 4207
		SP:Iteration 6F (14131.160000 sec): 3 clusters
  Score: Raw -7056876.854773 + Penalty 3573.568505 = -7053303.286268
  nChanged 4558
		SP:Iteration 7F (14131.320000 sec): 3 clusters
  Score: Raw -7060946.847498 + Penalty 3573.568505 = -7057373.278993
  nChanged 4038
		SP:Iteration 8F (14131.480000 sec): 3 clusters
  Score: Raw -7064812.790871 + Penalty 3573.568505 = -7061239.222366
  nChanged 2801
		SP:Iteration 9Q (14131.630000 sec): 3 clusters
  Score: Raw -7067465.501151 + Penalty 3573.568505 = -7063891.932646
  nChanged 1677
		SP:Iteration 10Q (14131.770000 sec): 3 clusters
  Score: Raw -7069007.369083 + Penalty 3573.568505 = -7065433.800578
  nChanged 977
		SP:Iteration 11Q (14131.890000 sec): 3 clusters
  Score: Raw -7069850.788139 + Penalty 3573.568505 = -7066277.219634
  nChanged 617
		SP:Iteration 12Q (14132.020000 sec): 3 clusters
  Score: Raw -7070337.582501 + Penalty 3573.568505 = -7066764.013996
  nChanged 374
		SP:Iteration 13Q (14132.130000 sec): 3 clusters
  Score: Raw -7070588.418208 + Penalty 3573.568505 = -7067014.849703
  nChanged 236
		SP:Iteration 14Q (14132.250000 sec): 3 clusters
  Score: Raw -7070740.651852 + Penalty 3573.568505 = -7067167.083347
  nChanged 159
		SP:Iteration 15Q (14132.360000 sec): 3 clusters
  Score: Raw -7070833.950087 + Penalty 3573.568505 = -7067260.381582
  nChanged 117
		SP:Iteration 16Q (14132.470000 sec): 3 clusters
  Score: Raw -7070901.736819 + Penalty 3573.568505 = -7067328.168314
  nChanged 87
		SP:Iteration 17Q (14132.590000 sec): 3 clusters
  Score: Raw -7070951.563707 + Penalty 3573.568505 = -7067377.995202
  nChanged 65
		SP:Iteration 18Q (14132.700000 sec): 3 clusters
  Score: Raw -7070987.577898 + Penalty 3573.568505 = -7067414.009393
  nChanged 57
		SP:Iteration 19Q (14132.810000 sec): 3 clusters
  Score: Raw -7071020.271413 + Penalty 3573.568505 = -7067446.702908
  nChanged 41
		SP:Iteration 20F (14132.970000 sec): 3 clusters
  Score: Raw -7071044.266459 + Penalty 3573.568505 = -7067470.697954
  nChanged 33
		SP:Iteration 21Q (14133.090000 sec): 3 clusters
  Score: Raw -7071062.007213 + Penalty 3573.568505 = -7067488.438708
  nChanged 23
		SP:Iteration 22Q (14133.200000 sec): 3 clusters
  Score: Raw -7071078.407424 + Penalty 3573.568505 = -7067504.838919
  nChanged 14
		SP:Iteration 23Q (14133.310000 sec): 3 clusters
  Score: Raw -7071086.292342 + Penalty 3573.568505 = -7067512.723837
  nChanged 4
		SP:Iteration 24Q (14133.410000 sec): 3 clusters
  Score: Raw -7071088.450394 + Penalty 3573.568505 = -7067514.881889
  nChanged 4
		SP:Iteration 25Q (14133.530000 sec): 3 clusters
  Score: Raw -7071092.121963 + Penalty 3573.568505 = -7067518.553458
  nChanged 5
		SP:Iteration 26Q (14133.630000 sec): 3 clusters
  Score: Raw -7071094.077024 + Penalty 3573.568505 = -7067520.508519
  nChanged 6
		SP:Iteration 27Q (14133.750000 sec): 3 clusters
  Score: Raw -7071096.822667 + Penalty 3573.568505 = -7067523.254162
  nChanged 5
		SP:Iteration 28Q (14133.850000 sec): 3 clusters
  Score: Raw -7071098.579105 + Penalty 3573.568505 = -7067525.010600
  nChanged 4
		SP:Iteration 29Q (14133.970000 sec): 3 clusters
  Score: Raw -7071101.020017 + Penalty 3573.568505 = -7067527.451512
  nChanged 4
		SP:Iteration 30Q (14134.080000 sec): 3 clusters
  Score: Raw -7071102.706988 + Penalty 3573.568505 = -7067529.138483
  nChanged 7
		SP:Iteration 31Q (14134.190000 sec): 3 clusters
  Score: Raw -7071106.182933 + Penalty 3573.568505 = -7067532.614428
  nChanged 3
		SP:Iteration 32Q (14134.290000 sec): 3 clusters
  Score: Raw -7071107.806368 + Penalty 3573.568505 = -7067534.237863
  nChanged 3
		SP:Iteration 33Q (14134.410000 sec): 3 clusters
  Score: Raw -7071109.068906 + Penalty 3573.568505 = -7067535.500401
  nChanged 1
		SP:Iteration 34Q (14134.510000 sec): 3 clusters
  Score: Raw -7071109.425717 + Penalty 3573.568505 = -7067535.857212
  nChanged 0
		SP:Iteration 35F (14134.670000 sec): 3 clusters
  Score: Raw -7071109.425717 + Penalty 3573.568505 = -7067535.857212
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14134.710000 sec): 2 clusters
  Score: Raw -337904.291388 + Penalty 1296.698212 = -336607.593176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14134.720000 sec): 3 clusters
  Score: Raw -336495.823042 + Penalty 2593.396423 = -333902.426619
  nChanged 1090
		SP:Iteration 1F (14134.730000 sec): 3 clusters
  Score: Raw -337117.100608 + Penalty 2593.396423 = -334523.704185
  nChanged 247
		SP:Iteration 2F (14134.730000 sec): 3 clusters
  Score: Raw -337262.779688 + Penalty 2593.396423 = -334669.383264
  nChanged 147
		SP:Iteration 3F (14134.740000 sec): 3 clusters
  Score: Raw -337343.746338 + Penalty 2593.396423 = -334750.349915
  nChanged 110
		SP:Iteration 4Q (14134.750000 sec): 3 clusters
  Score: Raw -337402.034851 + Penalty 2593.396423 = -334808.638428
  nChanged 90
		SP:Iteration 5Q (14134.750000 sec): 3 clusters
  Score: Raw -337450.891869 + Penalty 2593.396423 = -334857.495445
  nChanged 82
		SP:Iteration 6Q (14134.760000 sec): 3 clusters
  Score: Raw -337492.774944 + Penalty 2593.396423 = -334899.378521
  nChanged 72
		SP:Iteration 7Q (14134.770000 sec): 3 clusters
  Score: Raw -337530.184685 + Penalty 2593.396423 = -334936.788261
  nChanged 65
		SP:Iteration 8Q (14134.770000 sec): 3 clusters
  Score: Raw -337567.905193 + Penalty 2593.396423 = -334974.508769
  nChanged 63
		SP:Iteration 9Q (14134.780000 sec): 3 clusters
  Score: Raw -337608.446950 + Penalty 2593.396423 = -335015.050527
  nChanged 67
		SP:Iteration 10Q (14134.790000 sec): 3 clusters
  Score: Raw -337648.194698 + Penalty 2593.396423 = -335054.798275
  nChanged 59
		SP:Iteration 11Q (14134.800000 sec): 3 clusters
  Score: Raw -337681.179525 + Penalty 2593.396423 = -335087.783102
  nChanged 58
		SP:Iteration 12Q (14134.810000 sec): 3 clusters
  Score: Raw -337718.587904 + Penalty 2593.396423 = -335125.191480
  nChanged 50
		SP:Iteration 13Q (14134.810000 sec): 3 clusters
  Score: Raw -337742.216391 + Penalty 2593.396423 = -335148.819968
  nChanged 49
		SP:Iteration 14Q (14134.820000 sec): 3 clusters
  Score: Raw -337765.260491 + Penalty 2593.396423 = -335171.864068
  nChanged 45
		SP:Iteration 15Q (14134.830000 sec): 3 clusters
  Score: Raw -337792.051106 + Penalty 2593.396423 = -335198.654683
  nChanged 49
		SP:Iteration 16Q (14134.830000 sec): 3 clusters
  Score: Raw -337819.654369 + Penalty 2593.396423 = -335226.257946
  nChanged 37
		SP:Iteration 17Q (14134.840000 sec): 3 clusters
  Score: Raw -337839.985442 + Penalty 2593.396423 = -335246.589018
  nChanged 44
		SP:Iteration 18Q (14134.850000 sec): 3 clusters
  Score: Raw -337865.169621 + Penalty 2593.396423 = -335271.773198
  nChanged 48
		SP:Iteration 19Q (14134.850000 sec): 3 clusters
  Score: Raw -337896.385086 + Penalty 2593.396423 = -335302.988663
  nChanged 52
		SP:Iteration 20F (14134.860000 sec): 3 clusters
  Score: Raw -337932.620349 + Penalty 2593.396423 = -335339.223926
  nChanged 56
		SP:Iteration 21Q (14134.870000 sec): 3 clusters
  Score: Raw -337960.860384 + Penalty 2593.396423 = -335367.463961
  nChanged 45
		SP:Iteration 22Q (14134.880000 sec): 3 clusters
  Score: Raw -337989.376199 + Penalty 2593.396423 = -335395.979775
  nChanged 40
		SP:Iteration 23Q (14134.880000 sec): 3 clusters
  Score: Raw -338009.348058 + Penalty 2593.396423 = -335415.951634
  nChanged 34
		SP:Iteration 24Q (14134.890000 sec): 3 clusters
  Score: Raw -338025.871297 + Penalty 2593.396423 = -335432.474873
  nChanged 36
		SP:Iteration 25Q (14134.900000 sec): 3 clusters
  Score: Raw -338045.132051 + Penalty 2593.396423 = -335451.735628
  nChanged 39
		SP:Iteration 26Q (14134.900000 sec): 3 clusters
  Score: Raw -338066.905772 + Penalty 2593.396423 = -335473.509348
  nChanged 30
		SP:Iteration 27Q (14134.910000 sec): 3 clusters
  Score: Raw -338087.249526 + Penalty 2593.396423 = -335493.853103
  nChanged 42
		SP:Iteration 28Q (14134.920000 sec): 3 clusters
  Score: Raw -338114.258937 + Penalty 2593.396423 = -335520.862513
  nChanged 37
		SP:Iteration 29Q (14134.920000 sec): 3 clusters
  Score: Raw -338136.359936 + Penalty 2593.396423 = -335542.963513
  nChanged 29
		SP:Iteration 30Q (14134.930000 sec): 3 clusters
  Score: Raw -338151.445227 + Penalty 2593.396423 = -335558.048804
  nChanged 30
		SP:Iteration 31Q (14134.940000 sec): 3 clusters
  Score: Raw -338166.825210 + Penalty 2593.396423 = -335573.428787
  nChanged 21
		SP:Iteration 32Q (14134.950000 sec): 3 clusters
  Score: Raw -338179.093289 + Penalty 2593.396423 = -335585.696865
  nChanged 22
		SP:Iteration 33Q (14134.950000 sec): 3 clusters
  Score: Raw -338188.037535 + Penalty 2593.396423 = -335594.641112
  nChanged 14
		SP:Iteration 34Q (14134.960000 sec): 3 clusters
  Score: Raw -338192.677160 + Penalty 2593.396423 = -335599.280736
  nChanged 11
		SP:Iteration 35Q (14134.960000 sec): 3 clusters
  Score: Raw -338196.726979 + Penalty 2593.396423 = -335603.330556
  nChanged 8
		SP:Iteration 36Q (14134.970000 sec): 3 clusters
  Score: Raw -338199.114670 + Penalty 2593.396423 = -335605.718247
  nChanged 4
		SP:Iteration 37Q (14134.980000 sec): 3 clusters
  Score: Raw -338200.980586 + Penalty 2593.396423 = -335607.584163
  nChanged 6
		SP:Iteration 38Q (14134.980000 sec): 3 clusters
  Score: Raw -338203.533815 + Penalty 2593.396423 = -335610.137392
  nChanged 9
		SP:Iteration 39Q (14134.990000 sec): 3 clusters
  Score: Raw -338206.168471 + Penalty 2593.396423 = -335612.772047
  nChanged 7
		SP:Iteration 40F (14135.000000 sec): 3 clusters
  Score: Raw -338208.546016 + Penalty 2593.396423 = -335615.149592
  nChanged 7
		SP:Iteration 41Q (14135.000000 sec): 3 clusters
  Score: Raw -338210.445889 + Penalty 2593.396423 = -335617.049466
  nChanged 3
		SP:Iteration 42Q (14135.010000 sec): 3 clusters
  Score: Raw -338211.347354 + Penalty 2593.396423 = -335617.950930
  nChanged 1
		SP:Iteration 43Q (14135.020000 sec): 3 clusters
  Score: Raw -338211.637243 + Penalty 2593.396423 = -335618.240820
  nChanged 0
		SP:Iteration 44F (14135.030000 sec): 3 clusters
  Score: Raw -338211.637243 + Penalty 2593.396423 = -335618.240820
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14135.070000 sec): 2 clusters
  Score: Raw -1381302.662915 + Penalty 1534.943747 = -1379767.719168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14135.100000 sec): 3 clusters
  Score: Raw -1373939.255297 + Penalty 3069.887494 = -1370869.367804
  nChanged 5587
		SP:Iteration 1F (14135.130000 sec): 3 clusters
  Score: Raw -1377004.290819 + Penalty 3069.887494 = -1373934.403326
  nChanged 804
		SP:Iteration 2F (14135.160000 sec): 3 clusters
  Score: Raw -1377370.611426 + Penalty 3069.887494 = -1374300.723932
  nChanged 724
		SP:Iteration 3F (14135.190000 sec): 3 clusters
  Score: Raw -1377706.881832 + Penalty 3069.887494 = -1374636.994338
  nChanged 666
		SP:Iteration 4F (14135.230000 sec): 3 clusters
  Score: Raw -1378004.591001 + Penalty 3069.887494 = -1374934.703507
  nChanged 567
		SP:Iteration 5Q (14135.260000 sec): 3 clusters
  Score: Raw -1378264.282737 + Penalty 3069.887494 = -1375194.395243
  nChanged 540
		SP:Iteration 6Q (14135.290000 sec): 3 clusters
  Score: Raw -1378526.637590 + Penalty 3069.887494 = -1375456.750097
  nChanged 566
		SP:Iteration 7Q (14135.330000 sec): 3 clusters
  Score: Raw -1378784.586040 + Penalty 3069.887494 = -1375714.698547
  nChanged 504
		SP:Iteration 8Q (14135.360000 sec): 3 clusters
  Score: Raw -1379007.179745 + Penalty 3069.887494 = -1375937.292252
  nChanged 471
		SP:Iteration 9Q (14135.390000 sec): 3 clusters
  Score: Raw -1379233.764006 + Penalty 3069.887494 = -1376163.876513
  nChanged 461
		SP:Iteration 10Q (14135.420000 sec): 3 clusters
  Score: Raw -1379476.400139 + Penalty 3069.887494 = -1376406.512645
  nChanged 427
		SP:Iteration 11Q (14135.450000 sec): 3 clusters
  Score: Raw -1379689.090588 + Penalty 3069.887494 = -1376619.203094
  nChanged 394
		SP:Iteration 12Q (14135.490000 sec): 3 clusters
  Score: Raw -1379892.414194 + Penalty 3069.887494 = -1376822.526701
  nChanged 375
		SP:Iteration 13Q (14135.520000 sec): 3 clusters
  Score: Raw -1380078.923446 + Penalty 3069.887494 = -1377009.035953
  nChanged 347
		SP:Iteration 14Q (14135.550000 sec): 3 clusters
  Score: Raw -1380264.668534 + Penalty 3069.887494 = -1377194.781040
  nChanged 347
		SP:Iteration 15Q (14135.580000 sec): 3 clusters
  Score: Raw -1380450.452924 + Penalty 3069.887494 = -1377380.565430
  nChanged 317
		SP:Iteration 16Q (14135.610000 sec): 3 clusters
  Score: Raw -1380606.991485 + Penalty 3069.887494 = -1377537.103991
  nChanged 281
		SP:Iteration 17Q (14135.650000 sec): 3 clusters
  Score: Raw -1380737.425870 + Penalty 3069.887494 = -1377667.538376
  nChanged 249
		SP:Iteration 18Q (14135.670000 sec): 3 clusters
  Score: Raw -1380858.700981 + Penalty 3069.887494 = -1377788.813487
  nChanged 249
		SP:Iteration 19Q (14135.710000 sec): 3 clusters
  Score: Raw -1380997.007006 + Penalty 3069.887494 = -1377927.119512
  nChanged 242
		SP:Iteration 20F (14135.740000 sec): 3 clusters
  Score: Raw -1381127.651648 + Penalty 3069.887494 = -1378057.764155
  nChanged 225
		SP:Iteration 21Q (14135.770000 sec): 3 clusters
  Score: Raw -1381258.985257 + Penalty 3069.887494 = -1378189.097764
  nChanged 217
		SP:Iteration 22Q (14135.800000 sec): 3 clusters
  Score: Raw -1381381.737226 + Penalty 3069.887494 = -1378311.849732
  nChanged 198
		SP:Iteration 23Q (14135.830000 sec): 3 clusters
  Score: Raw -1381501.632302 + Penalty 3069.887494 = -1378431.744808
  nChanged 185
		SP:Iteration 24Q (14135.860000 sec): 3 clusters
  Score: Raw -1381607.555978 + Penalty 3069.887494 = -1378537.668484
  nChanged 150
		SP:Iteration 25Q (14135.890000 sec): 3 clusters
  Score: Raw -1381703.923090 + Penalty 3069.887494 = -1378634.035596
  nChanged 143
		SP:Iteration 26Q (14135.910000 sec): 3 clusters
  Score: Raw -1381790.325315 + Penalty 3069.887494 = -1378720.437822
  nChanged 98
		SP:Iteration 27Q (14135.940000 sec): 3 clusters
  Score: Raw -1381845.102092 + Penalty 3069.887494 = -1378775.214598
  nChanged 81
		SP:Iteration 28Q (14135.970000 sec): 3 clusters
  Score: Raw -1381887.455437 + Penalty 3069.887494 = -1378817.567944
  nChanged 61
		SP:Iteration 29Q (14135.990000 sec): 3 clusters
  Score: Raw -1381916.145952 + Penalty 3069.887494 = -1378846.258458
  nChanged 45
		SP:Iteration 30Q (14136.020000 sec): 3 clusters
  Score: Raw -1381935.751703 + Penalty 3069.887494 = -1378865.864209
  nChanged 34
		SP:Iteration 31Q (14136.050000 sec): 3 clusters
  Score: Raw -1381948.724394 + Penalty 3069.887494 = -1378878.836900
  nChanged 16
		SP:Iteration 32Q (14136.070000 sec): 3 clusters
  Score: Raw -1381955.077789 + Penalty 3069.887494 = -1378885.190295
  nChanged 23
		SP:Iteration 33Q (14136.100000 sec): 3 clusters
  Score: Raw -1381962.806130 + Penalty 3069.887494 = -1378892.918637
  nChanged 22
		SP:Iteration 34Q (14136.130000 sec): 3 clusters
  Score: Raw -1381969.187478 + Penalty 3069.887494 = -1378899.299984
  nChanged 16
		SP:Iteration 35Q (14136.150000 sec): 3 clusters
  Score: Raw -1381974.139321 + Penalty 3069.887494 = -1378904.251827
  nChanged 12
		SP:Iteration 36Q (14136.180000 sec): 3 clusters
  Score: Raw -1381978.565516 + Penalty 3069.887494 = -1378908.678023
  nChanged 16
		SP:Iteration 37Q (14136.210000 sec): 3 clusters
  Score: Raw -1381982.707866 + Penalty 3069.887494 = -1378912.820373
  nChanged 11
		SP:Iteration 38Q (14136.230000 sec): 3 clusters
  Score: Raw -1381985.065267 + Penalty 3069.887494 = -1378915.177773
  nChanged 4
		SP:Iteration 39Q (14136.250000 sec): 3 clusters
  Score: Raw -1381986.149740 + Penalty 3069.887494 = -1378916.262246
  nChanged 2
		SP:Iteration 40F (14136.290000 sec): 3 clusters
  Score: Raw -1381986.465777 + Penalty 3069.887494 = -1378916.578284
  nChanged 3
		SP:Iteration 41Q (14136.310000 sec): 3 clusters
  Score: Raw -1381987.452816 + Penalty 3069.887494 = -1378917.565322
  nChanged 5
		SP:Iteration 42Q (14136.340000 sec): 3 clusters
  Score: Raw -1381988.921179 + Penalty 3069.887494 = -1378919.033685
  nChanged 4
		SP:Iteration 43Q (14136.370000 sec): 3 clusters
  Score: Raw -1381989.950798 + Penalty 3069.887494 = -1378920.063304
  nChanged 3
		SP:Iteration 44Q (14136.390000 sec): 3 clusters
  Score: Raw -1381990.722215 + Penalty 3069.887494 = -1378920.834721
  nChanged 2
		SP:Iteration 45Q (14136.420000 sec): 3 clusters
  Score: Raw -1381991.036688 + Penalty 3069.887494 = -1378921.149194
  nChanged 0
		SP:Iteration 46F (14136.450000 sec): 3 clusters
  Score: Raw -1381991.036688 + Penalty 3069.887494 = -1378921.149194
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14136.470000 sec): 2 clusters
  Score: Raw -124912.923039 + Penalty 1155.885593 = -123757.037446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14136.470000 sec): 3 clusters
  Score: Raw -124471.222059 + Penalty 2311.771185 = -122159.450873
  nChanged 377
		SP:Iteration 1F (14136.470000 sec): 3 clusters
  Score: Raw -124793.319355 + Penalty 2311.771185 = -122481.548170
  nChanged 88
		SP:Iteration 2F (14136.470000 sec): 3 clusters
  Score: Raw -124875.509952 + Penalty 2311.771185 = -122563.738767
  nChanged 42
		SP:Iteration 3Q (14136.480000 sec): 3 clusters
  Score: Raw -124916.625549 + Penalty 2311.771185 = -122604.854364
  nChanged 36
		SP:Iteration 4Q (14136.480000 sec): 3 clusters
  Score: Raw -124949.203668 + Penalty 2311.771185 = -122637.432483
  nChanged 29
		SP:Iteration 5Q (14136.480000 sec): 3 clusters
  Score: Raw -124974.470805 + Penalty 2311.771185 = -122662.699619
  nChanged 26
		SP:Iteration 6Q (14136.490000 sec): 3 clusters
  Score: Raw -125007.251645 + Penalty 2311.771185 = -122695.480460
  nChanged 27
		SP:Iteration 7Q (14136.490000 sec): 3 clusters
  Score: Raw -125046.100159 + Penalty 2311.771185 = -122734.328973
  nChanged 30
		SP:Iteration 8Q (14136.490000 sec): 3 clusters
  Score: Raw -125086.790827 + Penalty 2311.771185 = -122775.019641
  nChanged 24
		SP:Iteration 9Q (14136.490000 sec): 3 clusters
  Score: Raw -125114.804401 + Penalty 2311.771185 = -122803.033215
  nChanged 23
		SP:Iteration 10Q (14136.500000 sec): 3 clusters
  Score: Raw -125142.717044 + Penalty 2311.771185 = -122830.945858
  nChanged 32
		SP:Iteration 11Q (14136.500000 sec): 3 clusters
  Score: Raw -125191.891158 + Penalty 2311.771185 = -122880.119972
  nChanged 34
		SP:Iteration 12Q (14136.500000 sec): 3 clusters
  Score: Raw -125255.368554 + Penalty 2311.771185 = -122943.597369
  nChanged 48
		SP:Iteration 13Q (14136.510000 sec): 3 clusters
  Score: Raw -125327.557378 + Penalty 2311.771185 = -123015.786193
  nChanged 34
		SP:Iteration 14Q (14136.510000 sec): 3 clusters
  Score: Raw -125375.532438 + Penalty 2311.771185 = -123063.761252
  nChanged 26
		SP:Iteration 15Q (14136.510000 sec): 3 clusters
  Score: Raw -125412.756410 + Penalty 2311.771185 = -123100.985225
  nChanged 23
		SP:Iteration 16Q (14136.510000 sec): 3 clusters
  Score: Raw -125434.805853 + Penalty 2311.771185 = -123123.034668
  nChanged 10
		SP:Iteration 17Q (14136.520000 sec): 3 clusters
  Score: Raw -125447.246074 + Penalty 2311.771185 = -123135.474888
  nChanged 10
		SP:Iteration 18Q (14136.520000 sec): 3 clusters
  Score: Raw -125459.758974 + Penalty 2311.771185 = -123147.987789
  nChanged 9
		SP:Iteration 19Q (14136.520000 sec): 3 clusters
  Score: Raw -125470.744935 + Penalty 2311.771185 = -123158.973750
  nChanged 11
		SP:Iteration 20F (14136.530000 sec): 3 clusters
  Score: Raw -125490.276535 + Penalty 2311.771185 = -123178.505349
  nChanged 9
		SP:Iteration 21Q (14136.530000 sec): 3 clusters
  Score: Raw -125503.357425 + Penalty 2311.771185 = -123191.586239
  nChanged 11
		SP:Iteration 22Q (14136.530000 sec): 3 clusters
  Score: Raw -125514.528523 + Penalty 2311.771185 = -123202.757338
  nChanged 5
		SP:Iteration 23Q (14136.530000 sec): 3 clusters
  Score: Raw -125521.320618 + Penalty 2311.771185 = -123209.549433
  nChanged 7
		SP:Iteration 24Q (14136.540000 sec): 3 clusters
  Score: Raw -125539.947782 + Penalty 2311.771185 = -123228.176597
  nChanged 10
		SP:Iteration 25Q (14136.540000 sec): 3 clusters
  Score: Raw -125570.151895 + Penalty 2311.771185 = -123258.380710
  nChanged 9
		SP:Iteration 26Q (14136.540000 sec): 3 clusters
  Score: Raw -125609.303297 + Penalty 2311.771185 = -123297.532112
  nChanged 13
		SP:Iteration 27Q (14136.550000 sec): 3 clusters
  Score: Raw -125653.791605 + Penalty 2311.771185 = -123342.020419
  nChanged 9
		SP:Iteration 28Q (14136.550000 sec): 3 clusters
  Score: Raw -125670.383279 + Penalty 2311.771185 = -123358.612094
  nChanged 8
		SP:Iteration 29Q (14136.550000 sec): 3 clusters
  Score: Raw -125680.918229 + Penalty 2311.771185 = -123369.147043
  nChanged 9
		SP:Iteration 30Q (14136.550000 sec): 3 clusters
  Score: Raw -125688.595813 + Penalty 2311.771185 = -123376.824627
  nChanged 7
		SP:Iteration 31Q (14136.550000 sec): 3 clusters
  Score: Raw -125692.996531 + Penalty 2311.771185 = -123381.225346
  nChanged 7
		SP:Iteration 32Q (14136.560000 sec): 3 clusters
  Score: Raw -125699.603020 + Penalty 2311.771185 = -123387.831835
  nChanged 8
		SP:Iteration 33Q (14136.560000 sec): 3 clusters
  Score: Raw -125710.118983 + Penalty 2311.771185 = -123398.347798
  nChanged 8
		SP:Iteration 34Q (14136.560000 sec): 3 clusters
  Score: Raw -125718.594977 + Penalty 2311.771185 = -123406.823792
  nChanged 11
		SP:Iteration 35Q (14136.570000 sec): 3 clusters
  Score: Raw -125736.714141 + Penalty 2311.771185 = -123424.942955
  nChanged 12
		SP:Iteration 36Q (14136.570000 sec): 3 clusters
  Score: Raw -125757.265437 + Penalty 2311.771185 = -123445.494252
  nChanged 20
		SP:Iteration 37Q (14136.570000 sec): 3 clusters
  Score: Raw -125802.100801 + Penalty 2311.771185 = -123490.329616
  nChanged 17
		SP:Iteration 38Q (14136.570000 sec): 3 clusters
  Score: Raw -125833.616964 + Penalty 2311.771185 = -123521.845779
  nChanged 9
		SP:Iteration 39Q (14136.570000 sec): 3 clusters
  Score: Raw -125850.865575 + Penalty 2311.771185 = -123539.094389
  nChanged 7
		SP:Iteration 40F (14136.580000 sec): 3 clusters
  Score: Raw -125865.847931 + Penalty 2311.771185 = -123554.076746
  nChanged 5
		SP:Iteration 41Q (14136.580000 sec): 3 clusters
  Score: Raw -125874.066799 + Penalty 2311.771185 = -123562.295614
  nChanged 4
		SP:Iteration 42Q (14136.590000 sec): 3 clusters
  Score: Raw -125878.249288 + Penalty 2311.771185 = -123566.478103
  nChanged 4
		SP:Iteration 43Q (14136.590000 sec): 3 clusters
  Score: Raw -125883.481816 + Penalty 2311.771185 = -123571.710631
  nChanged 2
		SP:Iteration 44Q (14136.590000 sec): 3 clusters
  Score: Raw -125884.840977 + Penalty 2311.771185 = -123573.069792
  nChanged 1
		SP:Iteration 45Q (14136.590000 sec): 3 clusters
  Score: Raw -125885.388842 + Penalty 2311.771185 = -123573.617657
  nChanged 1
		SP:Iteration 46Q (14136.590000 sec): 3 clusters
  Score: Raw -125886.253227 + Penalty 2311.771185 = -123574.482042
  nChanged 1
		SP:Iteration 47Q (14136.600000 sec): 3 clusters
  Score: Raw -125887.236991 + Penalty 2311.771185 = -123575.465806
  nChanged 0
		SP:Iteration 48F (14136.600000 sec): 3 clusters
  Score: Raw -125887.236991 + Penalty 2311.771185 = -123575.465806
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14136.610000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14136.610000 sec): 3 clusters
  Score: Raw -69573.901439 + Penalty 2094.342658 = -67479.558781
  nChanged 170
		SP:Iteration 1F (14136.610000 sec): 3 clusters
  Score: Raw -69780.770093 + Penalty 2094.342658 = -67686.427434
  nChanged 56
		SP:Iteration 2F (14136.610000 sec): 3 clusters
  Score: Raw -69881.555279 + Penalty 2094.342658 = -67787.212621
  nChanged 22
		SP:Iteration 3Q (14136.610000 sec): 3 clusters
  Score: Raw -69922.018100 + Penalty 2094.342658 = -67827.675442
  nChanged 17
		SP:Iteration 4Q (14136.610000 sec): 3 clusters
  Score: Raw -69953.444306 + Penalty 2094.342658 = -67859.101648
  nChanged 11
		SP:Iteration 5Q (14136.610000 sec): 3 clusters
  Score: Raw -69971.897213 + Penalty 2094.342658 = -67877.554555
  nChanged 11
		SP:Iteration 6Q (14136.620000 sec): 3 clusters
  Score: Raw -69986.196984 + Penalty 2094.342658 = -67891.854326
  nChanged 7
		SP:Iteration 7Q (14136.620000 sec): 3 clusters
  Score: Raw -70000.457616 + Penalty 2094.342658 = -67906.114957
  nChanged 8
		SP:Iteration 8Q (14136.620000 sec): 3 clusters
  Score: Raw -70015.771429 + Penalty 2094.342658 = -67921.428771
  nChanged 6
		SP:Iteration 9Q (14136.620000 sec): 3 clusters
  Score: Raw -70024.488024 + Penalty 2094.342658 = -67930.145365
  nChanged 3
		SP:Iteration 10Q (14136.620000 sec): 3 clusters
  Score: Raw -70029.567152 + Penalty 2094.342658 = -67935.224494
  nChanged 4
		SP:Iteration 11Q (14136.620000 sec): 3 clusters
  Score: Raw -70035.071285 + Penalty 2094.342658 = -67940.728627
  nChanged 3
		SP:Iteration 12Q (14136.630000 sec): 3 clusters
  Score: Raw -70039.878660 + Penalty 2094.342658 = -67945.536002
  nChanged 5
		SP:Iteration 13Q (14136.630000 sec): 3 clusters
  Score: Raw -70045.046221 + Penalty 2094.342658 = -67950.703562
  nChanged 4
		SP:Iteration 14Q (14136.630000 sec): 3 clusters
  Score: Raw -70048.748186 + Penalty 2094.342658 = -67954.405527
  nChanged 1
		SP:Iteration 15Q (14136.630000 sec): 3 clusters
  Score: Raw -70050.029579 + Penalty 2094.342658 = -67955.686921
  nChanged 1
		SP:Iteration 16Q (14136.630000 sec): 3 clusters
  Score: Raw -70050.546182 + Penalty 2094.342658 = -67956.203524
  nChanged 0
		SP:Iteration 17F (14136.630000 sec): 3 clusters
  Score: Raw -70050.546182 + Penalty 2094.342658 = -67956.203524
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14138.140000 sec): 2 clusters
  Score: Raw -58063657.384919 + Penalty 2131.331875 = -58061526.053044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14139.490000 sec): 3 clusters
  Score: Raw -57729021.832130 + Penalty 4262.663750 = -57724759.168380
  nChanged 243470
		SP:Iteration 1F (14140.830000 sec): 3 clusters
  Score: Raw -57878242.355467 + Penalty 4262.663750 = -57873979.691717
  nChanged 15562
		SP:Iteration 2Q (14142.200000 sec): 3 clusters
  Score: Raw -57883117.422923 + Penalty 4262.663750 = -57878854.759173
  nChanged 20851
		SP:Iteration 3Q (14143.570000 sec): 3 clusters
  Score: Raw -57892277.297560 + Penalty 4262.663750 = -57888014.633810
  nChanged 28995
		SP:Iteration 4F (14144.910000 sec): 3 clusters
  Score: Raw -57909699.941328 + Penalty 4262.663750 = -57905437.277579
  nChanged 38783
		SP:Iteration 5F (14146.230000 sec): 3 clusters
  Score: Raw -57939647.696974 + Penalty 4262.663750 = -57935385.033224
  nChanged 44657
		SP:Iteration 6F (14147.550000 sec): 3 clusters
  Score: Raw -57980284.856017 + Penalty 4262.663750 = -57976022.192267
  nChanged 40223
		SP:Iteration 7F (14148.880000 sec): 3 clusters
  Score: Raw -58019451.025577 + Penalty 4262.663750 = -58015188.361827
  nChanged 26680
		SP:Iteration 8F (14150.210000 sec): 3 clusters
  Score: Raw -58045471.806389 + Penalty 4262.663750 = -58041209.142640
  nChanged 12960
		SP:Iteration 9Q (14151.330000 sec): 3 clusters
  Score: Raw -58057561.016079 + Penalty 4262.663750 = -58053298.352329
  nChanged 4917
		SP:Iteration 10Q (14152.360000 sec): 3 clusters
  Score: Raw -58061882.062650 + Penalty 4262.663750 = -58057619.398900
  nChanged 1483
		SP:Iteration 11Q (14153.330000 sec): 3 clusters
  Score: Raw -58063149.277142 + Penalty 4262.663750 = -58058886.613393
  nChanged 426
		SP:Iteration 12Q (14154.270000 sec): 3 clusters
  Score: Raw -58063563.155252 + Penalty 4262.663750 = -58059300.491503
  nChanged 141
		SP:Iteration 13Q (14155.210000 sec): 3 clusters
  Score: Raw -58063721.681257 + Penalty 4262.663750 = -58059459.017507
  nChanged 61
		SP:Iteration 14Q (14156.150000 sec): 3 clusters
  Score: Raw -58063792.476131 + Penalty 4262.663750 = -58059529.812381
  nChanged 34
		SP:Iteration 15Q (14157.090000 sec): 3 clusters
  Score: Raw -58063829.161555 + Penalty 4262.663750 = -58059566.497805
  nChanged 17
		SP:Iteration 16Q (14158.030000 sec): 3 clusters
  Score: Raw -58063855.333750 + Penalty 4262.663750 = -58059592.670000
  nChanged 12
		SP:Iteration 17Q (14158.970000 sec): 3 clusters
  Score: Raw -58063876.464513 + Penalty 4262.663750 = -58059613.800763
  nChanged 10
		SP:Iteration 18Q (14159.930000 sec): 3 clusters
  Score: Raw -58063891.120927 + Penalty 4262.663750 = -58059628.457177
  nChanged 4
		SP:Iteration 19Q (14160.890000 sec): 3 clusters
  Score: Raw -58063895.161301 + Penalty 4262.663750 = -58059632.497551
  nChanged 4
		SP:Iteration 20F (14162.220000 sec): 3 clusters
  Score: Raw -58063898.025449 + Penalty 4262.663750 = -58059635.361700
  nChanged 2
		SP:Iteration 21Q (14163.160000 sec): 3 clusters
  Score: Raw -58063901.538166 + Penalty 4262.663750 = -58059638.874417
  nChanged 1
		SP:Iteration 22Q (14164.110000 sec): 3 clusters
  Score: Raw -58063902.325059 + Penalty 4262.663750 = -58059639.661310
  nChanged 1
		SP:Iteration 23Q (14165.060000 sec): 3 clusters
  Score: Raw -58063904.486239 + Penalty 4262.663750 = -58059641.822489
  nChanged 0
		SP:Iteration 24F (14166.390000 sec): 3 clusters
  Score: Raw -58063904.486239 + Penalty 4262.663750 = -58059641.822489
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14166.710000 sec): 2 clusters
  Score: Raw -826898.500983 + Penalty 1444.422972 = -825454.078012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14166.720000 sec): 3 clusters
  Score: Raw -822943.971292 + Penalty 2888.845943 = -820055.125349
  nChanged 3038
		SP:Iteration 1F (14166.740000 sec): 3 clusters
  Score: Raw -824524.343743 + Penalty 2888.845943 = -821635.497800
  nChanged 504
		SP:Iteration 2F (14166.760000 sec): 3 clusters
  Score: Raw -824768.643296 + Penalty 2888.845943 = -821879.797353
  nChanged 423
		SP:Iteration 3F (14166.780000 sec): 3 clusters
  Score: Raw -824990.332763 + Penalty 2888.845943 = -822101.486820
  nChanged 377
		SP:Iteration 4F (14166.800000 sec): 3 clusters
  Score: Raw -825193.098784 + Penalty 2888.845943 = -822304.252841
  nChanged 362
		SP:Iteration 5Q (14166.820000 sec): 3 clusters
  Score: Raw -825416.138831 + Penalty 2888.845943 = -822527.292888
  nChanged 415
		SP:Iteration 6F (14166.840000 sec): 3 clusters
  Score: Raw -825712.863981 + Penalty 2888.845943 = -822824.018038
  nChanged 416
		SP:Iteration 7F (14166.860000 sec): 3 clusters
  Score: Raw -826006.442122 + Penalty 2888.845943 = -823117.596179
  nChanged 385
		SP:Iteration 8F (14166.880000 sec): 3 clusters
  Score: Raw -826281.326663 + Penalty 2888.845943 = -823392.480720
  nChanged 350
		SP:Iteration 9Q (14166.890000 sec): 3 clusters
  Score: Raw -826516.109976 + Penalty 2888.845943 = -823627.264033
  nChanged 317
		SP:Iteration 10Q (14166.910000 sec): 3 clusters
  Score: Raw -826696.987652 + Penalty 2888.845943 = -823808.141709
  nChanged 210
		SP:Iteration 11Q (14166.930000 sec): 3 clusters
  Score: Raw -826778.687880 + Penalty 2888.845943 = -823889.841936
  nChanged 151
		SP:Iteration 12Q (14166.950000 sec): 3 clusters
  Score: Raw -826828.375549 + Penalty 2888.845943 = -823939.529606
  nChanged 91
		SP:Iteration 13Q (14166.970000 sec): 3 clusters
  Score: Raw -826855.147233 + Penalty 2888.845943 = -823966.301290
  nChanged 62
		SP:Iteration 14Q (14166.980000 sec): 3 clusters
  Score: Raw -826870.837792 + Penalty 2888.845943 = -823981.991849
  nChanged 47
		SP:Iteration 15Q (14167.000000 sec): 3 clusters
  Score: Raw -826882.208316 + Penalty 2888.845943 = -823993.362373
  nChanged 43
		SP:Iteration 16Q (14167.020000 sec): 3 clusters
  Score: Raw -826893.339242 + Penalty 2888.845943 = -824004.493299
  nChanged 39
		SP:Iteration 17Q (14167.040000 sec): 3 clusters
  Score: Raw -826903.487698 + Penalty 2888.845943 = -824014.641755
  nChanged 28
		SP:Iteration 18Q (14167.060000 sec): 3 clusters
  Score: Raw -826909.048583 + Penalty 2888.845943 = -824020.202640
  nChanged 29
		SP:Iteration 19Q (14167.080000 sec): 3 clusters
  Score: Raw -826914.874639 + Penalty 2888.845943 = -824026.028696
  nChanged 22
		SP:Iteration 20F (14167.100000 sec): 3 clusters
  Score: Raw -826918.497724 + Penalty 2888.845943 = -824029.651781
  nChanged 16
		SP:Iteration 21Q (14167.110000 sec): 3 clusters
  Score: Raw -826921.374175 + Penalty 2888.845943 = -824032.528232
  nChanged 10
		SP:Iteration 22Q (14167.130000 sec): 3 clusters
  Score: Raw -826922.908644 + Penalty 2888.845943 = -824034.062701
  nChanged 8
		SP:Iteration 23Q (14167.150000 sec): 3 clusters
  Score: Raw -826924.387655 + Penalty 2888.845943 = -824035.541712
  nChanged 7
		SP:Iteration 24Q (14167.170000 sec): 3 clusters
  Score: Raw -826925.535524 + Penalty 2888.845943 = -824036.689581
  nChanged 6
		SP:Iteration 25Q (14167.190000 sec): 3 clusters
  Score: Raw -826926.787594 + Penalty 2888.845943 = -824037.941651
  nChanged 8
		SP:Iteration 26Q (14167.200000 sec): 3 clusters
  Score: Raw -826928.563309 + Penalty 2888.845943 = -824039.717366
  nChanged 11
		SP:Iteration 27Q (14167.220000 sec): 3 clusters
  Score: Raw -826930.233663 + Penalty 2888.845943 = -824041.387720
  nChanged 11
		SP:Iteration 28Q (14167.240000 sec): 3 clusters
  Score: Raw -826931.795724 + Penalty 2888.845943 = -824042.949781
  nChanged 6
		SP:Iteration 29Q (14167.260000 sec): 3 clusters
  Score: Raw -826932.850615 + Penalty 2888.845943 = -824044.004672
  nChanged 5
		SP:Iteration 30Q (14167.280000 sec): 3 clusters
  Score: Raw -826933.655628 + Penalty 2888.845943 = -824044.809685
  nChanged 6
		SP:Iteration 31Q (14167.300000 sec): 3 clusters
  Score: Raw -826934.428595 + Penalty 2888.845943 = -824045.582652
  nChanged 5
		SP:Iteration 32Q (14167.320000 sec): 3 clusters
  Score: Raw -826935.385229 + Penalty 2888.845943 = -824046.539286
  nChanged 8
		SP:Iteration 33Q (14167.340000 sec): 3 clusters
  Score: Raw -826936.640730 + Penalty 2888.845943 = -824047.794787
  nChanged 5
		SP:Iteration 34Q (14167.350000 sec): 3 clusters
  Score: Raw -826937.639515 + Penalty 2888.845943 = -824048.793572
  nChanged 10
		SP:Iteration 35Q (14167.370000 sec): 3 clusters
  Score: Raw -826939.186278 + Penalty 2888.845943 = -824050.340334
  nChanged 11
		SP:Iteration 36Q (14167.390000 sec): 3 clusters
  Score: Raw -826940.784446 + Penalty 2888.845943 = -824051.938503
  nChanged 7
		SP:Iteration 37Q (14167.410000 sec): 3 clusters
  Score: Raw -826942.236846 + Penalty 2888.845943 = -824053.390903
  nChanged 6
		SP:Iteration 38Q (14167.430000 sec): 3 clusters
  Score: Raw -826943.667225 + Penalty 2888.845943 = -824054.821282
  nChanged 8
		SP:Iteration 39Q (14167.440000 sec): 3 clusters
  Score: Raw -826944.916820 + Penalty 2888.845943 = -824056.070877
  nChanged 7
		SP:Iteration 40F (14167.460000 sec): 3 clusters
  Score: Raw -826945.955238 + Penalty 2888.845943 = -824057.109295
  nChanged 6
		SP:Iteration 41Q (14167.480000 sec): 3 clusters
  Score: Raw -826947.346792 + Penalty 2888.845943 = -824058.500849
  nChanged 10
		SP:Iteration 42Q (14167.500000 sec): 3 clusters
  Score: Raw -826949.063708 + Penalty 2888.845943 = -824060.217765
  nChanged 6
		SP:Iteration 43Q (14167.520000 sec): 3 clusters
  Score: Raw -826950.051692 + Penalty 2888.845943 = -824061.205749
  nChanged 4
		SP:Iteration 44Q (14167.540000 sec): 3 clusters
  Score: Raw -826951.027762 + Penalty 2888.845943 = -824062.181819
  nChanged 8
		SP:Iteration 45Q (14167.560000 sec): 3 clusters
  Score: Raw -826952.551528 + Penalty 2888.845943 = -824063.705585
  nChanged 12
		SP:Iteration 46Q (14167.580000 sec): 3 clusters
  Score: Raw -826954.609088 + Penalty 2888.845943 = -824065.763145
  nChanged 8
		SP:Iteration 47Q (14167.590000 sec): 3 clusters
  Score: Raw -826955.848502 + Penalty 2888.845943 = -824067.002559
  nChanged 7
		SP:Iteration 48Q (14167.610000 sec): 3 clusters
  Score: Raw -826956.621355 + Penalty 2888.845943 = -824067.775412
  nChanged 8
		SP:Iteration 49Q (14167.630000 sec): 3 clusters
  Score: Raw -826957.833532 + Penalty 2888.845943 = -824068.987589
  nChanged 6
		SP:Iteration 50Q (14167.650000 sec): 3 clusters
  Score: Raw -826958.554785 + Penalty 2888.845943 = -824069.708842
  nChanged 3
		SP:Iteration 51Q (14167.670000 sec): 3 clusters
  Score: Raw -826958.936059 + Penalty 2888.845943 = -824070.090116
  nChanged 2
		SP:Iteration 52Q (14167.690000 sec): 3 clusters
  Score: Raw -826959.226691 + Penalty 2888.845943 = -824070.380748
  nChanged 3
		SP:Iteration 53Q (14167.700000 sec): 3 clusters
  Score: Raw -826959.573418 + Penalty 2888.845943 = -824070.727475
  nChanged 2
		SP:Iteration 54Q (14167.720000 sec): 3 clusters
  Score: Raw -826960.163056 + Penalty 2888.845943 = -824071.317113
  nChanged 1
		SP:Iteration 55Q (14167.740000 sec): 3 clusters
  Score: Raw -826960.548759 + Penalty 2888.845943 = -824071.702816
  nChanged 1
		SP:Iteration 56Q (14167.760000 sec): 3 clusters
  Score: Raw -826960.707781 + Penalty 2888.845943 = -824071.861838
  nChanged 1
		SP:Iteration 57Q (14167.780000 sec): 3 clusters
  Score: Raw -826960.823899 + Penalty 2888.845943 = -824071.977956
  nChanged 0
		SP:Iteration 58F (14167.800000 sec): 3 clusters
  Score: Raw -826960.823899 + Penalty 2888.845943 = -824071.977956
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14167.830000 sec): 2 clusters
  Score: Raw -1063350.058582 + Penalty 1481.015185 = -1061869.043397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14167.850000 sec): 3 clusters
  Score: Raw -1058272.300466 + Penalty 2962.030369 = -1055310.270097
  nChanged 3861
		SP:Iteration 1F (14167.880000 sec): 3 clusters
  Score: Raw -1060373.592193 + Penalty 2962.030369 = -1057411.561824
  nChanged 610
		SP:Iteration 2F (14167.900000 sec): 3 clusters
  Score: Raw -1060731.489824 + Penalty 2962.030369 = -1057769.459455
  nChanged 593
		SP:Iteration 3F (14167.920000 sec): 3 clusters
  Score: Raw -1061147.377532 + Penalty 2962.030369 = -1058185.347162
  nChanged 590
		SP:Iteration 4F (14167.950000 sec): 3 clusters
  Score: Raw -1061558.006458 + Penalty 2962.030369 = -1058595.976089
  nChanged 567
		SP:Iteration 5F (14167.970000 sec): 3 clusters
  Score: Raw -1061978.255817 + Penalty 2962.030369 = -1059016.225448
  nChanged 527
		SP:Iteration 6F (14167.990000 sec): 3 clusters
  Score: Raw -1062326.767029 + Penalty 2962.030369 = -1059364.736659
  nChanged 469
		SP:Iteration 7F (14168.020000 sec): 3 clusters
  Score: Raw -1062587.729592 + Penalty 2962.030369 = -1059625.699223
  nChanged 393
		SP:Iteration 8Q (14168.040000 sec): 3 clusters
  Score: Raw -1062765.381205 + Penalty 2962.030369 = -1059803.350836
  nChanged 297
		SP:Iteration 9Q (14168.060000 sec): 3 clusters
  Score: Raw -1062881.948986 + Penalty 2962.030369 = -1059919.918616
  nChanged 228
		SP:Iteration 10Q (14168.090000 sec): 3 clusters
  Score: Raw -1062957.550171 + Penalty 2962.030369 = -1059995.519801
  nChanged 174
		SP:Iteration 11Q (14168.110000 sec): 3 clusters
  Score: Raw -1063006.540153 + Penalty 2962.030369 = -1060044.509784
  nChanged 136
		SP:Iteration 12Q (14168.130000 sec): 3 clusters
  Score: Raw -1063042.719503 + Penalty 2962.030369 = -1060080.689134
  nChanged 107
		SP:Iteration 13Q (14168.160000 sec): 3 clusters
  Score: Raw -1063070.602942 + Penalty 2962.030369 = -1060108.572573
  nChanged 109
		SP:Iteration 14Q (14168.180000 sec): 3 clusters
  Score: Raw -1063097.050750 + Penalty 2962.030369 = -1060135.020380
  nChanged 101
		SP:Iteration 15Q (14168.200000 sec): 3 clusters
  Score: Raw -1063121.858034 + Penalty 2962.030369 = -1060159.827665
  nChanged 104
		SP:Iteration 16Q (14168.220000 sec): 3 clusters
  Score: Raw -1063147.629621 + Penalty 2962.030369 = -1060185.599252
  nChanged 99
		SP:Iteration 17Q (14168.250000 sec): 3 clusters
  Score: Raw -1063171.026241 + Penalty 2962.030369 = -1060208.995871
  nChanged 89
		SP:Iteration 18Q (14168.270000 sec): 3 clusters
  Score: Raw -1063193.347646 + Penalty 2962.030369 = -1060231.317277
  nChanged 99
		SP:Iteration 19Q (14168.300000 sec): 3 clusters
  Score: Raw -1063216.853762 + Penalty 2962.030369 = -1060254.823392
  nChanged 92
		SP:Iteration 20F (14168.320000 sec): 3 clusters
  Score: Raw -1063238.790410 + Penalty 2962.030369 = -1060276.760041
  nChanged 82
		SP:Iteration 21Q (14168.340000 sec): 3 clusters
  Score: Raw -1063257.157039 + Penalty 2962.030369 = -1060295.126669
  nChanged 72
		SP:Iteration 22Q (14168.360000 sec): 3 clusters
  Score: Raw -1063270.341420 + Penalty 2962.030369 = -1060308.311051
  nChanged 55
		SP:Iteration 23Q (14168.390000 sec): 3 clusters
  Score: Raw -1063279.844911 + Penalty 2962.030369 = -1060317.814542
  nChanged 42
		SP:Iteration 24Q (14168.410000 sec): 3 clusters
  Score: Raw -1063287.883468 + Penalty 2962.030369 = -1060325.853098
  nChanged 39
		SP:Iteration 25Q (14168.440000 sec): 3 clusters
  Score: Raw -1063295.702536 + Penalty 2962.030369 = -1060333.672167
  nChanged 45
		SP:Iteration 26Q (14168.460000 sec): 3 clusters
  Score: Raw -1063305.302900 + Penalty 2962.030369 = -1060343.272531
  nChanged 48
		SP:Iteration 27Q (14168.480000 sec): 3 clusters
  Score: Raw -1063315.070667 + Penalty 2962.030369 = -1060353.040298
  nChanged 47
		SP:Iteration 28Q (14168.500000 sec): 3 clusters
  Score: Raw -1063324.788353 + Penalty 2962.030369 = -1060362.757983
  nChanged 40
		SP:Iteration 29Q (14168.530000 sec): 3 clusters
  Score: Raw -1063332.093028 + Penalty 2962.030369 = -1060370.062659
  nChanged 33
		SP:Iteration 30Q (14168.550000 sec): 3 clusters
  Score: Raw -1063338.384072 + Penalty 2962.030369 = -1060376.353703
  nChanged 40
		SP:Iteration 31Q (14168.580000 sec): 3 clusters
  Score: Raw -1063346.758838 + Penalty 2962.030369 = -1060384.728469
  nChanged 42
		SP:Iteration 32Q (14168.600000 sec): 3 clusters
  Score: Raw -1063354.007668 + Penalty 2962.030369 = -1060391.977298
  nChanged 30
		SP:Iteration 33Q (14168.620000 sec): 3 clusters
  Score: Raw -1063359.206297 + Penalty 2962.030369 = -1060397.175928
  nChanged 23
		SP:Iteration 34Q (14168.640000 sec): 3 clusters
  Score: Raw -1063362.952113 + Penalty 2962.030369 = -1060400.921744
  nChanged 24
		SP:Iteration 35Q (14168.670000 sec): 3 clusters
  Score: Raw -1063367.254514 + Penalty 2962.030369 = -1060405.224145
  nChanged 29
		SP:Iteration 36Q (14168.690000 sec): 3 clusters
  Score: Raw -1063373.875767 + Penalty 2962.030369 = -1060411.845398
  nChanged 41
		SP:Iteration 37Q (14168.720000 sec): 3 clusters
  Score: Raw -1063382.435990 + Penalty 2962.030369 = -1060420.405621
  nChanged 42
		SP:Iteration 38Q (14168.740000 sec): 3 clusters
  Score: Raw -1063390.621871 + Penalty 2962.030369 = -1060428.591502
  nChanged 29
		SP:Iteration 39Q (14168.760000 sec): 3 clusters
  Score: Raw -1063395.704517 + Penalty 2962.030369 = -1060433.674148
  nChanged 33
		SP:Iteration 40F (14168.780000 sec): 3 clusters
  Score: Raw -1063402.192941 + Penalty 2962.030369 = -1060440.162572
  nChanged 42
		SP:Iteration 41Q (14168.810000 sec): 3 clusters
  Score: Raw -1063411.144822 + Penalty 2962.030369 = -1060449.114453
  nChanged 43
		SP:Iteration 42Q (14168.830000 sec): 3 clusters
  Score: Raw -1063421.431038 + Penalty 2962.030369 = -1060459.400668
  nChanged 54
		SP:Iteration 43Q (14168.860000 sec): 3 clusters
  Score: Raw -1063435.024079 + Penalty 2962.030369 = -1060472.993709
  nChanged 52
		SP:Iteration 44Q (14168.880000 sec): 3 clusters
  Score: Raw -1063446.844902 + Penalty 2962.030369 = -1060484.814533
  nChanged 44
		SP:Iteration 45Q (14168.900000 sec): 3 clusters
  Score: Raw -1063457.894675 + Penalty 2962.030369 = -1060495.864306
  nChanged 46
		SP:Iteration 46Q (14168.920000 sec): 3 clusters
  Score: Raw -1063470.590738 + Penalty 2962.030369 = -1060508.560368
  nChanged 54
		SP:Iteration 47Q (14168.950000 sec): 3 clusters
  Score: Raw -1063485.406262 + Penalty 2962.030369 = -1060523.375893
  nChanged 49
		SP:Iteration 48Q (14168.970000 sec): 3 clusters
  Score: Raw -1063497.687842 + Penalty 2962.030369 = -1060535.657473
  nChanged 39
		SP:Iteration 49Q (14168.990000 sec): 3 clusters
  Score: Raw -1063506.773569 + Penalty 2962.030369 = -1060544.743200
  nChanged 36
		SP:Iteration 50Q (14169.020000 sec): 3 clusters
  Score: Raw -1063515.464061 + Penalty 2962.030369 = -1060553.433692
  nChanged 32
		SP:Iteration 51Q (14169.040000 sec): 3 clusters
  Score: Raw -1063521.977195 + Penalty 2962.030369 = -1060559.946826
  nChanged 28
		SP:Iteration 52Q (14169.060000 sec): 3 clusters
  Score: Raw -1063527.274079 + Penalty 2962.030369 = -1060565.243710
  nChanged 22
		SP:Iteration 53Q (14169.090000 sec): 3 clusters
  Score: Raw -1063532.125211 + Penalty 2962.030369 = -1060570.094842
  nChanged 26
		SP:Iteration 54Q (14169.110000 sec): 3 clusters
  Score: Raw -1063538.002584 + Penalty 2962.030369 = -1060575.972215
  nChanged 27
		SP:Iteration 55Q (14169.140000 sec): 3 clusters
  Score: Raw -1063544.725450 + Penalty 2962.030369 = -1060582.695081
  nChanged 19
		SP:Iteration 56Q (14169.160000 sec): 3 clusters
  Score: Raw -1063548.255374 + Penalty 2962.030369 = -1060586.225005
  nChanged 17
		SP:Iteration 57Q (14169.180000 sec): 3 clusters
  Score: Raw -1063551.859265 + Penalty 2962.030369 = -1060589.828895
  nChanged 11
		SP:Iteration 58Q (14169.200000 sec): 3 clusters
  Score: Raw -1063553.887855 + Penalty 2962.030369 = -1060591.857486
  nChanged 10
		SP:Iteration 59Q (14169.230000 sec): 3 clusters
  Score: Raw -1063556.270841 + Penalty 2962.030369 = -1060594.240472
  nChanged 7
		SP:Iteration 60F (14169.250000 sec): 3 clusters
  Score: Raw -1063557.503997 + Penalty 2962.030369 = -1060595.473627
  nChanged 11
		SP:Iteration 61Q (14169.280000 sec): 3 clusters
  Score: Raw -1063559.981266 + Penalty 2962.030369 = -1060597.950896
  nChanged 15
		SP:Iteration 62Q (14169.300000 sec): 3 clusters
  Score: Raw -1063562.509428 + Penalty 2962.030369 = -1060600.479059
  nChanged 7
		SP:Iteration 63Q (14169.320000 sec): 3 clusters
  Score: Raw -1063563.782980 + Penalty 2962.030369 = -1060601.752611
  nChanged 8
		SP:Iteration 64Q (14169.350000 sec): 3 clusters
  Score: Raw -1063565.693407 + Penalty 2962.030369 = -1060603.663038
  nChanged 9
		SP:Iteration 65Q (14169.370000 sec): 3 clusters
  Score: Raw -1063567.238260 + Penalty 2962.030369 = -1060605.207890
  nChanged 7
		SP:Iteration 66Q (14169.390000 sec): 3 clusters
  Score: Raw -1063568.544639 + Penalty 2962.030369 = -1060606.514270
  nChanged 6
		SP:Iteration 67Q (14169.420000 sec): 3 clusters
  Score: Raw -1063570.001499 + Penalty 2962.030369 = -1060607.971130
  nChanged 4
		SP:Iteration 68Q (14169.440000 sec): 3 clusters
  Score: Raw -1063570.849612 + Penalty 2962.030369 = -1060608.819242
  nChanged 3
		SP:Iteration 69Q (14169.460000 sec): 3 clusters
  Score: Raw -1063571.346915 + Penalty 2962.030369 = -1060609.316545
  nChanged 6
		SP:Iteration 70Q (14169.490000 sec): 3 clusters
  Score: Raw -1063572.637352 + Penalty 2962.030369 = -1060610.606983
  nChanged 8
		SP:Iteration 71Q (14169.510000 sec): 3 clusters
  Score: Raw -1063574.512591 + Penalty 2962.030369 = -1060612.482221
  nChanged 7
		SP:Iteration 72Q (14169.530000 sec): 3 clusters
  Score: Raw -1063575.762659 + Penalty 2962.030369 = -1060613.732290
  nChanged 5
		SP:Iteration 73Q (14169.560000 sec): 3 clusters
  Score: Raw -1063577.036250 + Penalty 2962.030369 = -1060615.005881
  nChanged 7
		SP:Iteration 74Q (14169.580000 sec): 3 clusters
  Score: Raw -1063578.529065 + Penalty 2962.030369 = -1060616.498696
  nChanged 8
		SP:Iteration 75Q (14169.600000 sec): 3 clusters
  Score: Raw -1063580.117303 + Penalty 2962.030369 = -1060618.086934
  nChanged 6
		SP:Iteration 76Q (14169.630000 sec): 3 clusters
  Score: Raw -1063581.062362 + Penalty 2962.030369 = -1060619.031993
  nChanged 3
		SP:Iteration 77Q (14169.650000 sec): 3 clusters
  Score: Raw -1063581.890051 + Penalty 2962.030369 = -1060619.859682
  nChanged 4
		SP:Iteration 78Q (14169.670000 sec): 3 clusters
  Score: Raw -1063582.737814 + Penalty 2962.030369 = -1060620.707445
  nChanged 5
		SP:Iteration 79Q (14169.700000 sec): 3 clusters
  Score: Raw -1063583.864534 + Penalty 2962.030369 = -1060621.834165
  nChanged 4
		SP:Iteration 80F (14169.720000 sec): 3 clusters
  Score: Raw -1063585.037695 + Penalty 2962.030369 = -1060623.007326
  nChanged 6
		SP:Iteration 81Q (14169.740000 sec): 3 clusters
  Score: Raw -1063586.214048 + Penalty 2962.030369 = -1060624.183679
  nChanged 3
		SP:Iteration 82Q (14169.770000 sec): 3 clusters
  Score: Raw -1063586.811554 + Penalty 2962.030369 = -1060624.781185
  nChanged 6
		SP:Iteration 83Q (14169.790000 sec): 3 clusters
  Score: Raw -1063587.871180 + Penalty 2962.030369 = -1060625.840811
  nChanged 2
		SP:Iteration 84Q (14169.820000 sec): 3 clusters
  Score: Raw -1063588.268478 + Penalty 2962.030369 = -1060626.238109
  nChanged 3
		SP:Iteration 85Q (14169.840000 sec): 3 clusters
  Score: Raw -1063589.237505 + Penalty 2962.030369 = -1060627.207136
  nChanged 3
		SP:Iteration 86Q (14169.860000 sec): 3 clusters
  Score: Raw -1063590.022611 + Penalty 2962.030369 = -1060627.992242
  nChanged 5
		SP:Iteration 87Q (14169.890000 sec): 3 clusters
  Score: Raw -1063591.213512 + Penalty 2962.030369 = -1060629.183142
  nChanged 2
		SP:Iteration 88Q (14169.910000 sec): 3 clusters
  Score: Raw -1063591.715866 + Penalty 2962.030369 = -1060629.685497
  nChanged 1
		SP:Iteration 89Q (14169.940000 sec): 3 clusters
  Score: Raw -1063591.887735 + Penalty 2962.030369 = -1060629.857366
  nChanged 0
		SP:Iteration 90F (14169.960000 sec): 3 clusters
  Score: Raw -1063591.887735 + Penalty 2962.030369 = -1060629.857366
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14169.970000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14169.970000 sec): 3 clusters
  Score: Raw -14327.935919 + Penalty 1574.360803 = -12753.575115
  nChanged 6
		SP:Iteration 1Q (14169.970000 sec): 3 clusters
  Score: Raw -14352.378334 + Penalty 1574.360803 = -12778.017530
  nChanged 0
		SP:Iteration 2F (14169.970000 sec): 3 clusters
  Score: Raw -14352.378334 + Penalty 1574.360803 = -12778.017530
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14169.980000 sec): 2 clusters
  Score: Raw -83369.297170 + Penalty 1072.036177 = -82297.260994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14169.980000 sec): 3 clusters
  Score: Raw -83181.988416 + Penalty 2144.072353 = -81037.916063
  nChanged 212
		SP:Iteration 1F (14169.980000 sec): 3 clusters
  Score: Raw -83383.326032 + Penalty 2144.072353 = -81239.253679
  nChanged 47
		SP:Iteration 2F (14169.980000 sec): 3 clusters
  Score: Raw -83437.676625 + Penalty 2144.072353 = -81293.604272
  nChanged 24
		SP:Iteration 3Q (14169.980000 sec): 3 clusters
  Score: Raw -83472.746887 + Penalty 2144.072353 = -81328.674534
  nChanged 21
		SP:Iteration 4Q (14169.980000 sec): 3 clusters
  Score: Raw -83493.312710 + Penalty 2144.072353 = -81349.240357
  nChanged 14
		SP:Iteration 5Q (14169.980000 sec): 3 clusters
  Score: Raw -83506.164669 + Penalty 2144.072353 = -81362.092316
  nChanged 8
		SP:Iteration 6Q (14169.990000 sec): 3 clusters
  Score: Raw -83513.970646 + Penalty 2144.072353 = -81369.898293
  nChanged 3
		SP:Iteration 7Q (14169.990000 sec): 3 clusters
  Score: Raw -83519.137190 + Penalty 2144.072353 = -81375.064837
  nChanged 3
		SP:Iteration 8Q (14169.990000 sec): 3 clusters
  Score: Raw -83523.073163 + Penalty 2144.072353 = -81379.000810
  nChanged 2
		SP:Iteration 9Q (14169.990000 sec): 3 clusters
  Score: Raw -83525.508350 + Penalty 2144.072353 = -81381.435997
  nChanged 1
		SP:Iteration 10Q (14170.000000 sec): 3 clusters
  Score: Raw -83525.740124 + Penalty 2144.072353 = -81381.667771
  nChanged 0
		SP:Iteration 11F (14170.000000 sec): 3 clusters
  Score: Raw -83525.740124 + Penalty 2144.072353 = -81381.667771
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14170.010000 sec): 2 clusters
  Score: Raw -409278.481886 + Penalty 1342.161957 = -407936.319929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14170.020000 sec): 3 clusters
  Score: Raw -407360.736229 + Penalty 2684.323913 = -404676.412315
  nChanged 1519
		SP:Iteration 1F (14170.030000 sec): 3 clusters
  Score: Raw -408333.892356 + Penalty 2684.323913 = -405649.568443
  nChanged 361
		SP:Iteration 2F (14170.040000 sec): 3 clusters
  Score: Raw -408587.500301 + Penalty 2684.323913 = -405903.176388
  nChanged 265
		SP:Iteration 3F (14170.050000 sec): 3 clusters
  Score: Raw -408771.723729 + Penalty 2684.323913 = -406087.399815
  nChanged 196
		SP:Iteration 4F (14170.060000 sec): 3 clusters
  Score: Raw -408898.348073 + Penalty 2684.323913 = -406214.024160
  nChanged 166
		SP:Iteration 5Q (14170.070000 sec): 3 clusters
  Score: Raw -409006.597791 + Penalty 2684.323913 = -406322.273878
  nChanged 165
		SP:Iteration 6Q (14170.080000 sec): 3 clusters
  Score: Raw -409123.278680 + Penalty 2684.323913 = -406438.954767
  nChanged 141
		SP:Iteration 7Q (14170.090000 sec): 3 clusters
  Score: Raw -409215.868626 + Penalty 2684.323913 = -406531.544712
  nChanged 113
		SP:Iteration 8Q (14170.100000 sec): 3 clusters
  Score: Raw -409278.566151 + Penalty 2684.323913 = -406594.242237
  nChanged 105
		SP:Iteration 9Q (14170.110000 sec): 3 clusters
  Score: Raw -409335.725287 + Penalty 2684.323913 = -406651.401374
  nChanged 75
		SP:Iteration 10Q (14170.120000 sec): 3 clusters
  Score: Raw -409379.981744 + Penalty 2684.323913 = -406695.657830
  nChanged 76
		SP:Iteration 11Q (14170.130000 sec): 3 clusters
  Score: Raw -409428.793451 + Penalty 2684.323913 = -406744.469537
  nChanged 70
		SP:Iteration 12Q (14170.140000 sec): 3 clusters
  Score: Raw -409469.724766 + Penalty 2684.323913 = -406785.400852
  nChanged 63
		SP:Iteration 13Q (14170.150000 sec): 3 clusters
  Score: Raw -409500.839233 + Penalty 2684.323913 = -406816.515319
  nChanged 60
		SP:Iteration 14Q (14170.160000 sec): 3 clusters
  Score: Raw -409531.075711 + Penalty 2684.323913 = -406846.751798
  nChanged 51
		SP:Iteration 15Q (14170.170000 sec): 3 clusters
  Score: Raw -409554.756539 + Penalty 2684.323913 = -406870.432626
  nChanged 50
		SP:Iteration 16Q (14170.180000 sec): 3 clusters
  Score: Raw -409580.771792 + Penalty 2684.323913 = -406896.447878
  nChanged 44
		SP:Iteration 17Q (14170.180000 sec): 3 clusters
  Score: Raw -409602.016005 + Penalty 2684.323913 = -406917.692092
  nChanged 58
		SP:Iteration 18Q (14170.200000 sec): 3 clusters
  Score: Raw -409630.359573 + Penalty 2684.323913 = -406946.035659
  nChanged 51
		SP:Iteration 19Q (14170.200000 sec): 3 clusters
  Score: Raw -409656.175732 + Penalty 2684.323913 = -406971.851818
  nChanged 49
		SP:Iteration 20F (14170.220000 sec): 3 clusters
  Score: Raw -409680.964175 + Penalty 2684.323913 = -406996.640262
  nChanged 51
		SP:Iteration 21Q (14170.220000 sec): 3 clusters
  Score: Raw -409704.128496 + Penalty 2684.323913 = -407019.804583
  nChanged 44
		SP:Iteration 22Q (14170.230000 sec): 3 clusters
  Score: Raw -409721.852434 + Penalty 2684.323913 = -407037.528520
  nChanged 28
		SP:Iteration 23Q (14170.240000 sec): 3 clusters
  Score: Raw -409730.052755 + Penalty 2684.323913 = -407045.728842
  nChanged 20
		SP:Iteration 24Q (14170.250000 sec): 3 clusters
  Score: Raw -409737.365776 + Penalty 2684.323913 = -407053.041862
  nChanged 22
		SP:Iteration 25Q (14170.260000 sec): 3 clusters
  Score: Raw -409745.627233 + Penalty 2684.323913 = -407061.303320
  nChanged 24
		SP:Iteration 26Q (14170.270000 sec): 3 clusters
  Score: Raw -409754.988771 + Penalty 2684.323913 = -407070.664857
  nChanged 22
		SP:Iteration 27Q (14170.280000 sec): 3 clusters
  Score: Raw -409761.308611 + Penalty 2684.323913 = -407076.984697
  nChanged 26
		SP:Iteration 28Q (14170.290000 sec): 3 clusters
  Score: Raw -409769.398710 + Penalty 2684.323913 = -407085.074796
  nChanged 20
		SP:Iteration 29Q (14170.300000 sec): 3 clusters
  Score: Raw -409777.070818 + Penalty 2684.323913 = -407092.746904
  nChanged 21
		SP:Iteration 30Q (14170.310000 sec): 3 clusters
  Score: Raw -409788.025187 + Penalty 2684.323913 = -407103.701274
  nChanged 27
		SP:Iteration 31Q (14170.320000 sec): 3 clusters
  Score: Raw -409799.025224 + Penalty 2684.323913 = -407114.701311
  nChanged 22
		SP:Iteration 32Q (14170.330000 sec): 3 clusters
  Score: Raw -409805.382390 + Penalty 2684.323913 = -407121.058477
  nChanged 15
		SP:Iteration 33Q (14170.340000 sec): 3 clusters
  Score: Raw -409810.299380 + Penalty 2684.323913 = -407125.975466
  nChanged 11
		SP:Iteration 34Q (14170.340000 sec): 3 clusters
  Score: Raw -409812.484329 + Penalty 2684.323913 = -407128.160415
  nChanged 7
		SP:Iteration 35Q (14170.360000 sec): 3 clusters
  Score: Raw -409813.710003 + Penalty 2684.323913 = -407129.386089
  nChanged 4
		SP:Iteration 36Q (14170.360000 sec): 3 clusters
  Score: Raw -409814.887751 + Penalty 2684.323913 = -407130.563838
  nChanged 2
		SP:Iteration 37Q (14170.370000 sec): 3 clusters
  Score: Raw -409815.294144 + Penalty 2684.323913 = -407130.970231
  nChanged 2
		SP:Iteration 38Q (14170.380000 sec): 3 clusters
  Score: Raw -409815.680772 + Penalty 2684.323913 = -407131.356859
  nChanged 3
		SP:Iteration 39Q (14170.390000 sec): 3 clusters
  Score: Raw -409816.077988 + Penalty 2684.323913 = -407131.754075
  nChanged 2
		SP:Iteration 40F (14170.400000 sec): 3 clusters
  Score: Raw -409816.532704 + Penalty 2684.323913 = -407132.208790
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14170.410000 sec): 2 clusters
  Score: Raw -133197.499478 + Penalty 1185.887346 = -132011.612133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14170.420000 sec): 3 clusters
  Score: Raw -132658.558232 + Penalty 2371.774692 = -130286.783540
  nChanged 501
		SP:Iteration 1F (14170.420000 sec): 3 clusters
  Score: Raw -133131.770750 + Penalty 2371.774692 = -130759.996058
  nChanged 169
		SP:Iteration 2F (14170.420000 sec): 3 clusters
  Score: Raw -133336.902214 + Penalty 2371.774692 = -130965.127523
  nChanged 88
		SP:Iteration 3F (14170.420000 sec): 3 clusters
  Score: Raw -133441.246040 + Penalty 2371.774692 = -131069.471348
  nChanged 66
		SP:Iteration 4Q (14170.430000 sec): 3 clusters
  Score: Raw -133506.022283 + Penalty 2371.774692 = -131134.247591
  nChanged 42
		SP:Iteration 5Q (14170.430000 sec): 3 clusters
  Score: Raw -133556.659495 + Penalty 2371.774692 = -131184.884803
  nChanged 32
		SP:Iteration 6Q (14170.440000 sec): 3 clusters
  Score: Raw -133588.688057 + Penalty 2371.774692 = -131216.913365
  nChanged 23
		SP:Iteration 7Q (14170.440000 sec): 3 clusters
  Score: Raw -133611.575648 + Penalty 2371.774692 = -131239.800956
  nChanged 23
		SP:Iteration 8Q (14170.440000 sec): 3 clusters
  Score: Raw -133625.073732 + Penalty 2371.774692 = -131253.299040
  nChanged 9
		SP:Iteration 9Q (14170.450000 sec): 3 clusters
  Score: Raw -133632.055763 + Penalty 2371.774692 = -131260.281071
  nChanged 6
		SP:Iteration 10Q (14170.450000 sec): 3 clusters
  Score: Raw -133636.274771 + Penalty 2371.774692 = -131264.500079
  nChanged 7
		SP:Iteration 11Q (14170.460000 sec): 3 clusters
  Score: Raw -133639.615491 + Penalty 2371.774692 = -131267.840799
  nChanged 6
		SP:Iteration 12Q (14170.460000 sec): 3 clusters
  Score: Raw -133642.512405 + Penalty 2371.774692 = -131270.737713
  nChanged 2
		SP:Iteration 13Q (14170.460000 sec): 3 clusters
  Score: Raw -133643.333091 + Penalty 2371.774692 = -131271.558399
  nChanged 0
		SP:Iteration 14F (14170.460000 sec): 3 clusters
  Score: Raw -133643.333091 + Penalty 2371.774692 = -131271.558399
  nChanged 0
Iteration 379Q (14181.600000 sec): 79 clusters
  Score: Raw -155815744.457745 + Penalty 179202.892427 = -155636541.565318
  nChanged 73
Iteration 380F (14277.210000 sec): 79 clusters
  Score: Raw -155815751.275104 + Penalty 179202.892427 = -155636548.382677
  nChanged 75
Iteration 381Q (14288.230000 sec): 79 clusters
  Score: Raw -155815759.720391 + Penalty 179202.892427 = -155636556.827964
  nChanged 83
Iteration 382Q (14299.270000 sec): 79 clusters
  Score: Raw -155815767.862778 + Penalty 179202.892427 = -155636564.970351
  nChanged 77
Iteration 383Q (14310.280000 sec): 79 clusters
  Score: Raw -155815774.517905 + Penalty 179202.892427 = -155636571.625478
  nChanged 78
Iteration 384Q (14321.310000 sec): 79 clusters
  Score: Raw -155815781.670926 + Penalty 179202.892427 = -155636578.778499
  nChanged 80
Iteration 385Q (14332.360000 sec): 79 clusters
  Score: Raw -155815789.503812 + Penalty 179202.892427 = -155636586.611385
  nChanged 78
Iteration 386Q (14343.370000 sec): 79 clusters
  Score: Raw -155815796.643627 + Penalty 179202.892427 = -155636593.751200
  nChanged 72
Iteration 387Q (14354.320000 sec): 79 clusters
  Score: Raw -155815803.506022 + Penalty 179202.892427 = -155636600.613595
  nChanged 81
Iteration 388Q (14365.300000 sec): 79 clusters
  Score: Raw -155815811.605762 + Penalty 179202.892427 = -155636608.713335
  nChanged 86
Iteration 389Q (14376.360000 sec): 79 clusters
  Score: Raw -155815819.206946 + Penalty 179202.892427 = -155636616.314519
  nChanged 66
Iteration 390Q (14387.440000 sec): 79 clusters
  Score: Raw -155815824.928733 + Penalty 179202.892427 = -155636622.036307
  nChanged 69
Iteration 391Q (14398.410000 sec): 79 clusters
  Score: Raw -155815831.250790 + Penalty 179202.892427 = -155636628.358363
  nChanged 72
Iteration 392Q (14409.450000 sec): 79 clusters
  Score: Raw -155815836.898892 + Penalty 179202.892427 = -155636634.006465
  nChanged 75
Iteration 393Q (14420.490000 sec): 79 clusters
  Score: Raw -155815841.835903 + Penalty 179202.892427 = -155636638.943476
  nChanged 70
Iteration 394Q (14431.520000 sec): 79 clusters
  Score: Raw -155815847.424201 + Penalty 179202.892427 = -155636644.531774
  nChanged 65
Iteration 395Q (14442.510000 sec): 79 clusters
  Score: Raw -155815853.009053 + Penalty 179202.892427 = -155636650.116626
  nChanged 82
Iteration 396Q (14453.500000 sec): 79 clusters
  Score: Raw -155815861.563082 + Penalty 179202.892427 = -155636658.670655
  nChanged 95
Iteration 397Q (14464.460000 sec): 79 clusters
  Score: Raw -155815871.163230 + Penalty 179202.892427 = -155636668.270803
  nChanged 93
Iteration 398Q (14475.340000 sec): 79 clusters
  Score: Raw -155815883.490478 + Penalty 179202.892427 = -155636680.598051
  nChanged 112
Iteration 399Q (14486.240000 sec): 79 clusters
  Score: Raw -155815897.761236 + Penalty 179202.892427 = -155636694.868809
  nChanged 129
Iteration 400F (14581.780000 sec): 79 clusters
  Score: Raw -155815912.774642 + Penalty 179202.892427 = -155636709.882215
  nChanged 147
Iteration 401Q (14592.670000 sec): 79 clusters
  Score: Raw -155815930.160821 + Penalty 179202.892427 = -155636727.268394
  nChanged 152
Iteration 402Q (14603.620000 sec): 79 clusters
  Score: Raw -155815947.811366 + Penalty 179202.892427 = -155636744.918939
  nChanged 150
Iteration 403Q (14614.650000 sec): 79 clusters
  Score: Raw -155815963.952119 + Penalty 179202.892427 = -155636761.059692
  nChanged 147
Iteration 404Q (14625.840000 sec): 79 clusters
  Score: Raw -155815980.575965 + Penalty 179202.892427 = -155636777.683538
  nChanged 148
Iteration 405Q (14636.970000 sec): 79 clusters
  Score: Raw -155815998.653378 + Penalty 179202.892427 = -155636795.760951
  nChanged 151
Iteration 406Q (14648.080000 sec): 79 clusters
  Score: Raw -155816014.996850 + Penalty 179202.892427 = -155636812.104423
  nChanged 155
Iteration 407Q (14659.200000 sec): 79 clusters
  Score: Raw -155816032.970749 + Penalty 179202.892427 = -155636830.078322
  nChanged 146
Iteration 408Q (14670.300000 sec): 79 clusters
  Score: Raw -155816050.355339 + Penalty 179202.892427 = -155636847.462912
  nChanged 149
Iteration 409Q (14681.170000 sec): 79 clusters
  Score: Raw -155816069.731287 + Penalty 179202.892427 = -155636866.838860
  nChanged 161
Iteration 410Q (14692.140000 sec): 79 clusters
  Score: Raw -155816088.268471 + Penalty 179202.892427 = -155636885.376044
  nChanged 159
Iteration 411Q (14703.040000 sec): 79 clusters
  Score: Raw -155816105.643255 + Penalty 179202.892427 = -155636902.750828
  nChanged 172
Iteration 412Q (14714.010000 sec): 79 clusters
  Score: Raw -155816124.988813 + Penalty 179202.892427 = -155636922.096386
  nChanged 151
Iteration 413Q (14725.010000 sec): 79 clusters
  Score: Raw -155816143.077612 + Penalty 179202.892427 = -155636940.185185
  nChanged 154
Iteration 414Q (14736.010000 sec): 79 clusters
  Score: Raw -155816161.279619 + Penalty 179202.892427 = -155636958.387192
  nChanged 165
Iteration 415Q (14747.050000 sec): 79 clusters
  Score: Raw -155816178.725315 + Penalty 179202.892427 = -155636975.832888
  nChanged 154
Iteration 416Q (14758.040000 sec): 79 clusters
  Score: Raw -155816195.992331 + Penalty 179202.892427 = -155636993.099904
  nChanged 145
Iteration 417Q (14769.150000 sec): 79 clusters
  Score: Raw -155816211.235578 + Penalty 179202.892427 = -155637008.343151
  nChanged 152
Iteration 418Q (14780.120000 sec): 79 clusters
  Score: Raw -155816224.997824 + Penalty 179202.892427 = -155637022.105397
  nChanged 129
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155816224.997824 + Penalty 179202.892427 = -155637022.105397
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14780.510000 sec): 2 clusters
  Score: Raw -7376922.645748 + Penalty 1797.274147 = -7375125.371600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14780.680000 sec): 3 clusters
  Score: Raw -7336083.223251 + Penalty 3594.548295 = -7332488.674956
  nChanged 30121
		SP:Iteration 1F (14780.850000 sec): 3 clusters
  Score: Raw -7353178.540212 + Penalty 3594.548295 = -7349583.991917
  nChanged 2287
		SP:Iteration 2Q (14781.030000 sec): 3 clusters
  Score: Raw -7353812.330221 + Penalty 3594.548295 = -7350217.781926
  nChanged 2509
		SP:Iteration 3Q (14781.210000 sec): 3 clusters
  Score: Raw -7354641.982585 + Penalty 3594.548295 = -7351047.434291
  nChanged 2969
		SP:Iteration 4Q (14781.380000 sec): 3 clusters
  Score: Raw -7355902.709002 + Penalty 3594.548295 = -7352308.160707
  nChanged 3698
		SP:Iteration 5F (14781.550000 sec): 3 clusters
  Score: Raw -7357965.943743 + Penalty 3594.548295 = -7354371.395448
  nChanged 4609
		SP:Iteration 6F (14781.720000 sec): 3 clusters
  Score: Raw -7361248.113496 + Penalty 3594.548295 = -7357653.565201
  nChanged 5120
		SP:Iteration 7F (14781.890000 sec): 3 clusters
  Score: Raw -7365635.990356 + Penalty 3594.548295 = -7362041.442061
  nChanged 4771
		SP:Iteration 8F (14782.060000 sec): 3 clusters
  Score: Raw -7370159.069021 + Penalty 3594.548295 = -7366564.520726
  nChanged 3521
		SP:Iteration 9F (14782.230000 sec): 3 clusters
  Score: Raw -7373585.737245 + Penalty 3594.548295 = -7369991.188951
  nChanged 1998
		SP:Iteration 10Q (14782.380000 sec): 3 clusters
  Score: Raw -7375451.981129 + Penalty 3594.548295 = -7371857.432834
  nChanged 973
		SP:Iteration 11Q (14782.520000 sec): 3 clusters
  Score: Raw -7376304.799889 + Penalty 3594.548295 = -7372710.251594
  nChanged 492
		SP:Iteration 12Q (14782.650000 sec): 3 clusters
  Score: Raw -7376706.054690 + Penalty 3594.548295 = -7373111.506395
  nChanged 239
		SP:Iteration 13Q (14782.780000 sec): 3 clusters
  Score: Raw -7376888.721894 + Penalty 3594.548295 = -7373294.173599
  nChanged 134
		SP:Iteration 14Q (14782.900000 sec): 3 clusters
  Score: Raw -7377000.454278 + Penalty 3594.548295 = -7373405.905983
  nChanged 74
		SP:Iteration 15Q (14783.020000 sec): 3 clusters
  Score: Raw -7377062.826083 + Penalty 3594.548295 = -7373468.277788
  nChanged 50
		SP:Iteration 16Q (14783.140000 sec): 3 clusters
  Score: Raw -7377101.154108 + Penalty 3594.548295 = -7373506.605814
  nChanged 27
		SP:Iteration 17Q (14783.260000 sec): 3 clusters
  Score: Raw -7377118.260003 + Penalty 3594.548295 = -7373523.711709
  nChanged 21
		SP:Iteration 18Q (14783.380000 sec): 3 clusters
  Score: Raw -7377136.804548 + Penalty 3594.548295 = -7373542.256254
  nChanged 18
		SP:Iteration 19Q (14783.500000 sec): 3 clusters
  Score: Raw -7377153.846632 + Penalty 3594.548295 = -7373559.298337
  nChanged 19
		SP:Iteration 20F (14783.670000 sec): 3 clusters
  Score: Raw -7377168.356548 + Penalty 3594.548295 = -7373573.808253
  nChanged 12
		SP:Iteration 21Q (14783.780000 sec): 3 clusters
  Score: Raw -7377176.206843 + Penalty 3594.548295 = -7373581.658549
  nChanged 8
		SP:Iteration 22Q (14783.900000 sec): 3 clusters
  Score: Raw -7377181.922818 + Penalty 3594.548295 = -7373587.374523
  nChanged 4
		SP:Iteration 23Q (14784.020000 sec): 3 clusters
  Score: Raw -7377184.251458 + Penalty 3594.548295 = -7373589.703163
  nChanged 1
		SP:Iteration 24Q (14784.140000 sec): 3 clusters
  Score: Raw -7377184.776959 + Penalty 3594.548295 = -7373590.228664
  nChanged 1
		SP:Iteration 25Q (14784.260000 sec): 3 clusters
  Score: Raw -7377185.116519 + Penalty 3594.548295 = -7373590.568224
  nChanged 0
		SP:Iteration 26F (14784.430000 sec): 3 clusters
  Score: Raw -7377185.116519 + Penalty 3594.548295 = -7373590.568224
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14784.460000 sec): 2 clusters
  Score: Raw -52374.337489 + Penalty 1029.446316 = -51344.891173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14784.460000 sec): 3 clusters
  Score: Raw -52305.988737 + Penalty 2058.892632 = -50247.096105
  nChanged 148
		SP:Iteration 1F (14784.470000 sec): 3 clusters
  Score: Raw -52490.974775 + Penalty 2058.892632 = -50432.082143
  nChanged 36
		SP:Iteration 2F (14784.470000 sec): 3 clusters
  Score: Raw -52546.438910 + Penalty 2058.892632 = -50487.546279
  nChanged 19
		SP:Iteration 3Q (14784.470000 sec): 3 clusters
  Score: Raw -52584.555895 + Penalty 2058.892632 = -50525.663263
  nChanged 14
		SP:Iteration 4Q (14784.470000 sec): 3 clusters
  Score: Raw -52612.091046 + Penalty 2058.892632 = -50553.198415
  nChanged 15
		SP:Iteration 5Q (14784.470000 sec): 3 clusters
  Score: Raw -52643.912015 + Penalty 2058.892632 = -50585.019383
  nChanged 9
		SP:Iteration 6Q (14784.470000 sec): 3 clusters
  Score: Raw -52657.841035 + Penalty 2058.892632 = -50598.948404
  nChanged 8
		SP:Iteration 7Q (14784.470000 sec): 3 clusters
  Score: Raw -52678.920663 + Penalty 2058.892632 = -50620.028031
  nChanged 8
		SP:Iteration 8Q (14784.470000 sec): 3 clusters
  Score: Raw -52688.227726 + Penalty 2058.892632 = -50629.335095
  nChanged 2
		SP:Iteration 9Q (14784.470000 sec): 3 clusters
  Score: Raw -52690.146325 + Penalty 2058.892632 = -50631.253693
  nChanged 2
		SP:Iteration 10Q (14784.480000 sec): 3 clusters
  Score: Raw -52692.146670 + Penalty 2058.892632 = -50633.254038
  nChanged 1
		SP:Iteration 11Q (14784.480000 sec): 3 clusters
  Score: Raw -52692.608253 + Penalty 2058.892632 = -50633.715621
  nChanged 1
		SP:Iteration 12Q (14784.480000 sec): 3 clusters
  Score: Raw -52693.513377 + Penalty 2058.892632 = -50634.620746
  nChanged 1
		SP:Iteration 13Q (14784.480000 sec): 3 clusters
  Score: Raw -52694.382458 + Penalty 2058.892632 = -50635.489826
  nChanged 0
		SP:Iteration 14F (14784.480000 sec): 3 clusters
  Score: Raw -52694.382458 + Penalty 2058.892632 = -50635.489826
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14784.500000 sec): 2 clusters
  Score: Raw -447890.248639 + Penalty 1345.615550 = -446544.633089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14784.510000 sec): 3 clusters
  Score: Raw -445924.364895 + Penalty 2691.231100 = -443233.133795
  nChanged 1513
		SP:Iteration 1F (14784.520000 sec): 3 clusters
  Score: Raw -446704.008693 + Penalty 2691.231100 = -444012.777593
  nChanged 300
		SP:Iteration 2F (14784.530000 sec): 3 clusters
  Score: Raw -446873.328395 + Penalty 2691.231100 = -444182.097296
  nChanged 221
		SP:Iteration 3F (14784.540000 sec): 3 clusters
  Score: Raw -447015.124267 + Penalty 2691.231100 = -444323.893167
  nChanged 173
		SP:Iteration 4Q (14784.550000 sec): 3 clusters
  Score: Raw -447119.572418 + Penalty 2691.231100 = -444428.341318
  nChanged 157
		SP:Iteration 5Q (14784.560000 sec): 3 clusters
  Score: Raw -447204.111512 + Penalty 2691.231100 = -444512.880412
  nChanged 131
		SP:Iteration 6Q (14784.570000 sec): 3 clusters
  Score: Raw -447277.834676 + Penalty 2691.231100 = -444586.603577
  nChanged 131
		SP:Iteration 7Q (14784.580000 sec): 3 clusters
  Score: Raw -447348.389929 + Penalty 2691.231100 = -444657.158830
  nChanged 125
		SP:Iteration 8Q (14784.590000 sec): 3 clusters
  Score: Raw -447415.327518 + Penalty 2691.231100 = -444724.096419
  nChanged 115
		SP:Iteration 9Q (14784.600000 sec): 3 clusters
  Score: Raw -447474.668411 + Penalty 2691.231100 = -444783.437311
  nChanged 108
		SP:Iteration 10Q (14784.610000 sec): 3 clusters
  Score: Raw -447534.864599 + Penalty 2691.231100 = -444843.633499
  nChanged 95
		SP:Iteration 11Q (14784.620000 sec): 3 clusters
  Score: Raw -447582.954962 + Penalty 2691.231100 = -444891.723862
  nChanged 83
		SP:Iteration 12Q (14784.630000 sec): 3 clusters
  Score: Raw -447621.882725 + Penalty 2691.231100 = -444930.651625
  nChanged 85
		SP:Iteration 13Q (14784.640000 sec): 3 clusters
  Score: Raw -447658.141140 + Penalty 2691.231100 = -444966.910041
  nChanged 61
		SP:Iteration 14Q (14784.650000 sec): 3 clusters
  Score: Raw -447682.282761 + Penalty 2691.231100 = -444991.051661
  nChanged 53
		SP:Iteration 15Q (14784.660000 sec): 3 clusters
  Score: Raw -447700.962108 + Penalty 2691.231100 = -445009.731008
  nChanged 39
		SP:Iteration 16Q (14784.670000 sec): 3 clusters
  Score: Raw -447714.468329 + Penalty 2691.231100 = -445023.237229
  nChanged 28
		SP:Iteration 17Q (14784.680000 sec): 3 clusters
  Score: Raw -447723.896580 + Penalty 2691.231100 = -445032.665480
  nChanged 23
		SP:Iteration 18Q (14784.690000 sec): 3 clusters
  Score: Raw -447733.705613 + Penalty 2691.231100 = -445042.474513
  nChanged 28
		SP:Iteration 19Q (14784.690000 sec): 3 clusters
  Score: Raw -447745.640728 + Penalty 2691.231100 = -445054.409629
  nChanged 22
		SP:Iteration 20F (14784.710000 sec): 3 clusters
  Score: Raw -447757.493613 + Penalty 2691.231100 = -445066.262513
  nChanged 33
		SP:Iteration 21Q (14784.710000 sec): 3 clusters
  Score: Raw -447772.731998 + Penalty 2691.231100 = -445081.500899
  nChanged 26
		SP:Iteration 22Q (14784.730000 sec): 3 clusters
  Score: Raw -447785.113383 + Penalty 2691.231100 = -445093.882283
  nChanged 28
		SP:Iteration 23Q (14784.730000 sec): 3 clusters
  Score: Raw -447792.270226 + Penalty 2691.231100 = -445101.039126
  nChanged 20
		SP:Iteration 24Q (14784.750000 sec): 3 clusters
  Score: Raw -447798.722000 + Penalty 2691.231100 = -445107.490900
  nChanged 18
		SP:Iteration 25Q (14784.750000 sec): 3 clusters
  Score: Raw -447803.824020 + Penalty 2691.231100 = -445112.592921
  nChanged 14
		SP:Iteration 26Q (14784.770000 sec): 3 clusters
  Score: Raw -447806.649012 + Penalty 2691.231100 = -445115.417913
  nChanged 16
		SP:Iteration 27Q (14784.770000 sec): 3 clusters
  Score: Raw -447809.551111 + Penalty 2691.231100 = -445118.320011
  nChanged 14
		SP:Iteration 28Q (14784.790000 sec): 3 clusters
  Score: Raw -447814.117430 + Penalty 2691.231100 = -445122.886330
  nChanged 14
		SP:Iteration 29Q (14784.790000 sec): 3 clusters
  Score: Raw -447817.970321 + Penalty 2691.231100 = -445126.739221
  nChanged 9
		SP:Iteration 30Q (14784.810000 sec): 3 clusters
  Score: Raw -447820.671074 + Penalty 2691.231100 = -445129.439975
  nChanged 7
		SP:Iteration 31Q (14784.810000 sec): 3 clusters
  Score: Raw -447822.862246 + Penalty 2691.231100 = -445131.631146
  nChanged 8
		SP:Iteration 32Q (14784.820000 sec): 3 clusters
  Score: Raw -447825.459243 + Penalty 2691.231100 = -445134.228143
  nChanged 9
		SP:Iteration 33Q (14784.830000 sec): 3 clusters
  Score: Raw -447827.842282 + Penalty 2691.231100 = -445136.611182
  nChanged 6
		SP:Iteration 34Q (14784.840000 sec): 3 clusters
  Score: Raw -447829.519052 + Penalty 2691.231100 = -445138.287953
  nChanged 3
		SP:Iteration 35Q (14784.850000 sec): 3 clusters
  Score: Raw -447830.379104 + Penalty 2691.231100 = -445139.148005
  nChanged 2
		SP:Iteration 36Q (14784.860000 sec): 3 clusters
  Score: Raw -447830.847479 + Penalty 2691.231100 = -445139.616379
  nChanged 4
		SP:Iteration 37Q (14784.870000 sec): 3 clusters
  Score: Raw -447831.948329 + Penalty 2691.231100 = -445140.717230
  nChanged 2
		SP:Iteration 38Q (14784.880000 sec): 3 clusters
  Score: Raw -447832.144637 + Penalty 2691.231100 = -445140.913537
  nChanged 1
		SP:Iteration 39Q (14784.890000 sec): 3 clusters
  Score: Raw -447832.570110 + Penalty 2691.231100 = -445141.339010
  nChanged 2
		SP:Iteration 40F (14784.900000 sec): 3 clusters
  Score: Raw -447832.814221 + Penalty 2691.231100 = -445141.583122
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14784.910000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14784.910000 sec): 3 clusters
  Score: Raw -40530.273265 + Penalty 1919.242601 = -38611.030664
  nChanged 84
		SP:Iteration 1F (14784.910000 sec): 3 clusters
  Score: Raw -40691.444404 + Penalty 1919.242601 = -38772.201803
  nChanged 24
		SP:Iteration 2F (14784.910000 sec): 3 clusters
  Score: Raw -40757.428387 + Penalty 1919.242601 = -38838.185786
  nChanged 14
		SP:Iteration 3Q (14784.910000 sec): 3 clusters
  Score: Raw -40798.396547 + Penalty 1919.242601 = -38879.153946
  nChanged 7
		SP:Iteration 4Q (14784.910000 sec): 3 clusters
  Score: Raw -40820.647282 + Penalty 1919.242601 = -38901.404681
  nChanged 3
		SP:Iteration 5Q (14784.910000 sec): 3 clusters
  Score: Raw -40826.650866 + Penalty 1919.242601 = -38907.408265
  nChanged 0
		SP:Iteration 6F (14784.910000 sec): 3 clusters
  Score: Raw -40826.650866 + Penalty 1919.242601 = -38907.408265
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14784.950000 sec): 2 clusters
  Score: Raw -1162891.305385 + Penalty 1502.003415 = -1161389.301970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14784.980000 sec): 3 clusters
  Score: Raw -1156873.046368 + Penalty 3004.006829 = -1153869.039539
  nChanged 4520
		SP:Iteration 1F (14785.010000 sec): 3 clusters
  Score: Raw -1159532.534553 + Penalty 3004.006829 = -1156528.527724
  nChanged 748
		SP:Iteration 2F (14785.030000 sec): 3 clusters
  Score: Raw -1160022.357811 + Penalty 3004.006829 = -1157018.350982
  nChanged 683
		SP:Iteration 3F (14785.060000 sec): 3 clusters
  Score: Raw -1160501.549651 + Penalty 3004.006829 = -1157497.542821
  nChanged 688
		SP:Iteration 4F (14785.080000 sec): 3 clusters
  Score: Raw -1160964.006813 + Penalty 3004.006829 = -1157959.999984
  nChanged 627
		SP:Iteration 5F (14785.110000 sec): 3 clusters
  Score: Raw -1161413.713273 + Penalty 3004.006829 = -1158409.706444
  nChanged 646
		SP:Iteration 6F (14785.140000 sec): 3 clusters
  Score: Raw -1161869.645620 + Penalty 3004.006829 = -1158865.638791
  nChanged 564
		SP:Iteration 7F (14785.160000 sec): 3 clusters
  Score: Raw -1162266.378299 + Penalty 3004.006829 = -1159262.371470
  nChanged 500
		SP:Iteration 8Q (14785.190000 sec): 3 clusters
  Score: Raw -1162601.512923 + Penalty 3004.006829 = -1159597.506094
  nChanged 431
		SP:Iteration 9Q (14785.210000 sec): 3 clusters
  Score: Raw -1162847.134288 + Penalty 3004.006829 = -1159843.127459
  nChanged 319
		SP:Iteration 10Q (14785.240000 sec): 3 clusters
  Score: Raw -1163030.035775 + Penalty 3004.006829 = -1160026.028946
  nChanged 263
		SP:Iteration 11Q (14785.270000 sec): 3 clusters
  Score: Raw -1163162.277323 + Penalty 3004.006829 = -1160158.270494
  nChanged 203
		SP:Iteration 12Q (14785.290000 sec): 3 clusters
  Score: Raw -1163246.525235 + Penalty 3004.006829 = -1160242.518406
  nChanged 157
		SP:Iteration 13Q (14785.320000 sec): 3 clusters
  Score: Raw -1163305.131771 + Penalty 3004.006829 = -1160301.124941
  nChanged 143
		SP:Iteration 14Q (14785.350000 sec): 3 clusters
  Score: Raw -1163351.746329 + Penalty 3004.006829 = -1160347.739499
  nChanged 112
		SP:Iteration 15Q (14785.370000 sec): 3 clusters
  Score: Raw -1163386.520831 + Penalty 3004.006829 = -1160382.514002
  nChanged 112
		SP:Iteration 16Q (14785.400000 sec): 3 clusters
  Score: Raw -1163418.510558 + Penalty 3004.006829 = -1160414.503729
  nChanged 92
		SP:Iteration 17Q (14785.430000 sec): 3 clusters
  Score: Raw -1163446.319269 + Penalty 3004.006829 = -1160442.312440
  nChanged 92
		SP:Iteration 18Q (14785.450000 sec): 3 clusters
  Score: Raw -1163470.061299 + Penalty 3004.006829 = -1160466.054470
  nChanged 61
		SP:Iteration 19Q (14785.480000 sec): 3 clusters
  Score: Raw -1163480.074685 + Penalty 3004.006829 = -1160476.067856
  nChanged 41
		SP:Iteration 20F (14785.500000 sec): 3 clusters
  Score: Raw -1163487.227581 + Penalty 3004.006829 = -1160483.220752
  nChanged 33
		SP:Iteration 21Q (14785.530000 sec): 3 clusters
  Score: Raw -1163492.865054 + Penalty 3004.006829 = -1160488.858225
  nChanged 27
		SP:Iteration 22Q (14785.550000 sec): 3 clusters
  Score: Raw -1163496.368146 + Penalty 3004.006829 = -1160492.361316
  nChanged 23
		SP:Iteration 23Q (14785.580000 sec): 3 clusters
  Score: Raw -1163499.296544 + Penalty 3004.006829 = -1160495.289715
  nChanged 16
		SP:Iteration 24Q (14785.610000 sec): 3 clusters
  Score: Raw -1163501.281012 + Penalty 3004.006829 = -1160497.274183
  nChanged 14
		SP:Iteration 25Q (14785.630000 sec): 3 clusters
  Score: Raw -1163503.265204 + Penalty 3004.006829 = -1160499.258374
  nChanged 17
		SP:Iteration 26Q (14785.660000 sec): 3 clusters
  Score: Raw -1163505.767975 + Penalty 3004.006829 = -1160501.761146
  nChanged 12
		SP:Iteration 27Q (14785.690000 sec): 3 clusters
  Score: Raw -1163507.023695 + Penalty 3004.006829 = -1160503.016866
  nChanged 11
		SP:Iteration 28Q (14785.710000 sec): 3 clusters
  Score: Raw -1163508.327321 + Penalty 3004.006829 = -1160504.320491
  nChanged 13
		SP:Iteration 29Q (14785.740000 sec): 3 clusters
  Score: Raw -1163510.164900 + Penalty 3004.006829 = -1160506.158071
  nChanged 9
		SP:Iteration 30Q (14785.760000 sec): 3 clusters
  Score: Raw -1163510.984974 + Penalty 3004.006829 = -1160506.978145
  nChanged 8
		SP:Iteration 31Q (14785.790000 sec): 3 clusters
  Score: Raw -1163511.929002 + Penalty 3004.006829 = -1160507.922173
  nChanged 8
		SP:Iteration 32Q (14785.810000 sec): 3 clusters
  Score: Raw -1163512.730829 + Penalty 3004.006829 = -1160508.724000
  nChanged 6
		SP:Iteration 33Q (14785.840000 sec): 3 clusters
  Score: Raw -1163513.552647 + Penalty 3004.006829 = -1160509.545817
  nChanged 7
		SP:Iteration 34Q (14785.870000 sec): 3 clusters
  Score: Raw -1163514.818979 + Penalty 3004.006829 = -1160510.812150
  nChanged 11
		SP:Iteration 35Q (14785.890000 sec): 3 clusters
  Score: Raw -1163516.145158 + Penalty 3004.006829 = -1160512.138329
  nChanged 10
		SP:Iteration 36Q (14785.910000 sec): 3 clusters
  Score: Raw -1163517.065165 + Penalty 3004.006829 = -1160513.058336
  nChanged 5
		SP:Iteration 37Q (14785.940000 sec): 3 clusters
  Score: Raw -1163517.669204 + Penalty 3004.006829 = -1160513.662374
  nChanged 7
		SP:Iteration 38Q (14785.970000 sec): 3 clusters
  Score: Raw -1163518.559018 + Penalty 3004.006829 = -1160514.552189
  nChanged 4
		SP:Iteration 39Q (14785.990000 sec): 3 clusters
  Score: Raw -1163518.904951 + Penalty 3004.006829 = -1160514.898122
  nChanged 2
		SP:Iteration 40F (14786.020000 sec): 3 clusters
  Score: Raw -1163519.019651 + Penalty 3004.006829 = -1160515.012822
  nChanged 2
		SP:Iteration 41Q (14786.040000 sec): 3 clusters
  Score: Raw -1163519.417448 + Penalty 3004.006829 = -1160515.410619
  nChanged 3
		SP:Iteration 42Q (14786.070000 sec): 3 clusters
  Score: Raw -1163519.942719 + Penalty 3004.006829 = -1160515.935889
  nChanged 6
		SP:Iteration 43Q (14786.090000 sec): 3 clusters
  Score: Raw -1163521.117931 + Penalty 3004.006829 = -1160517.111101
  nChanged 8
		SP:Iteration 44Q (14786.120000 sec): 3 clusters
  Score: Raw -1163522.369992 + Penalty 3004.006829 = -1160518.363163
  nChanged 11
		SP:Iteration 45Q (14786.150000 sec): 3 clusters
  Score: Raw -1163523.633433 + Penalty 3004.006829 = -1160519.626604
  nChanged 6
		SP:Iteration 46Q (14786.170000 sec): 3 clusters
  Score: Raw -1163524.854763 + Penalty 3004.006829 = -1160520.847934
  nChanged 8
		SP:Iteration 47Q (14786.190000 sec): 3 clusters
  Score: Raw -1163526.004290 + Penalty 3004.006829 = -1160521.997460
  nChanged 10
		SP:Iteration 48Q (14786.220000 sec): 3 clusters
  Score: Raw -1163527.507065 + Penalty 3004.006829 = -1160523.500235
  nChanged 12
		SP:Iteration 49Q (14786.250000 sec): 3 clusters
  Score: Raw -1163529.182468 + Penalty 3004.006829 = -1160525.175639
  nChanged 10
		SP:Iteration 50Q (14786.270000 sec): 3 clusters
  Score: Raw -1163532.052612 + Penalty 3004.006829 = -1160528.045783
  nChanged 13
		SP:Iteration 51Q (14786.290000 sec): 3 clusters
  Score: Raw -1163535.672232 + Penalty 3004.006829 = -1160531.665402
  nChanged 13
		SP:Iteration 52Q (14786.320000 sec): 3 clusters
  Score: Raw -1163538.309962 + Penalty 3004.006829 = -1160534.303132
  nChanged 17
		SP:Iteration 53Q (14786.350000 sec): 3 clusters
  Score: Raw -1163541.537531 + Penalty 3004.006829 = -1160537.530702
  nChanged 20
		SP:Iteration 54Q (14786.370000 sec): 3 clusters
  Score: Raw -1163544.851203 + Penalty 3004.006829 = -1160540.844373
  nChanged 15
		SP:Iteration 55Q (14786.400000 sec): 3 clusters
  Score: Raw -1163546.694204 + Penalty 3004.006829 = -1160542.687375
  nChanged 18
		SP:Iteration 56Q (14786.420000 sec): 3 clusters
  Score: Raw -1163548.763015 + Penalty 3004.006829 = -1160544.756185
  nChanged 11
		SP:Iteration 57Q (14786.450000 sec): 3 clusters
  Score: Raw -1163550.042225 + Penalty 3004.006829 = -1160546.035395
  nChanged 12
		SP:Iteration 58Q (14786.470000 sec): 3 clusters
  Score: Raw -1163551.487355 + Penalty 3004.006829 = -1160547.480526
  nChanged 10
		SP:Iteration 59Q (14786.500000 sec): 3 clusters
  Score: Raw -1163552.319486 + Penalty 3004.006829 = -1160548.312657
  nChanged 3
		SP:Iteration 60F (14786.520000 sec): 3 clusters
  Score: Raw -1163552.589356 + Penalty 3004.006829 = -1160548.582526
  nChanged 4
		SP:Iteration 61Q (14786.550000 sec): 3 clusters
  Score: Raw -1163552.829322 + Penalty 3004.006829 = -1160548.822493
  nChanged 4
		SP:Iteration 62Q (14786.570000 sec): 3 clusters
  Score: Raw -1163553.160166 + Penalty 3004.006829 = -1160549.153337
  nChanged 3
		SP:Iteration 63Q (14786.600000 sec): 3 clusters
  Score: Raw -1163553.390530 + Penalty 3004.006829 = -1160549.383701
  nChanged 4
		SP:Iteration 64Q (14786.630000 sec): 3 clusters
  Score: Raw -1163554.010092 + Penalty 3004.006829 = -1160550.003263
  nChanged 3
		SP:Iteration 65Q (14786.650000 sec): 3 clusters
  Score: Raw -1163554.378506 + Penalty 3004.006829 = -1160550.371676
  nChanged 4
		SP:Iteration 66Q (14786.680000 sec): 3 clusters
  Score: Raw -1163554.793141 + Penalty 3004.006829 = -1160550.786312
  nChanged 6
		SP:Iteration 67Q (14786.710000 sec): 3 clusters
  Score: Raw -1163555.410913 + Penalty 3004.006829 = -1160551.404084
  nChanged 6
		SP:Iteration 68Q (14786.730000 sec): 3 clusters
  Score: Raw -1163555.898678 + Penalty 3004.006829 = -1160551.891848
  nChanged 4
		SP:Iteration 69Q (14786.750000 sec): 3 clusters
  Score: Raw -1163556.450652 + Penalty 3004.006829 = -1160552.443822
  nChanged 5
		SP:Iteration 70Q (14786.780000 sec): 3 clusters
  Score: Raw -1163556.964038 + Penalty 3004.006829 = -1160552.957208
  nChanged 6
		SP:Iteration 71Q (14786.810000 sec): 3 clusters
  Score: Raw -1163557.457215 + Penalty 3004.006829 = -1160553.450386
  nChanged 5
		SP:Iteration 72Q (14786.830000 sec): 3 clusters
  Score: Raw -1163558.063364 + Penalty 3004.006829 = -1160554.056535
  nChanged 7
		SP:Iteration 73Q (14786.860000 sec): 3 clusters
  Score: Raw -1163558.657792 + Penalty 3004.006829 = -1160554.650963
  nChanged 4
		SP:Iteration 74Q (14786.880000 sec): 3 clusters
  Score: Raw -1163559.009792 + Penalty 3004.006829 = -1160555.002963
  nChanged 2
		SP:Iteration 75Q (14786.910000 sec): 3 clusters
  Score: Raw -1163559.167531 + Penalty 3004.006829 = -1160555.160701
  nChanged 0
		SP:Iteration 76F (14786.930000 sec): 3 clusters
  Score: Raw -1163559.167531 + Penalty 3004.006829 = -1160555.160701
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14787.000000 sec): 2 clusters
  Score: Raw -2369963.135725 + Penalty 1622.506065 = -2368340.629660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14787.060000 sec): 3 clusters
  Score: Raw -2356833.915065 + Penalty 3245.012130 = -2353588.902935
  nChanged 9801
		SP:Iteration 1F (14787.120000 sec): 3 clusters
  Score: Raw -2362410.073395 + Penalty 3245.012130 = -2359165.061266
  nChanged 1264
		SP:Iteration 2F (14787.180000 sec): 3 clusters
  Score: Raw -2362945.722726 + Penalty 3245.012130 = -2359700.710597
  nChanged 1150
		SP:Iteration 3F (14787.240000 sec): 3 clusters
  Score: Raw -2363434.429384 + Penalty 3245.012130 = -2360189.417255
  nChanged 1070
		SP:Iteration 4Q (14787.300000 sec): 3 clusters
  Score: Raw -2363930.068088 + Penalty 3245.012130 = -2360685.055959
  nChanged 1066
		SP:Iteration 5Q (14787.360000 sec): 3 clusters
  Score: Raw -2364467.676789 + Penalty 3245.012130 = -2361222.664659
  nChanged 1045
		SP:Iteration 6Q (14787.420000 sec): 3 clusters
  Score: Raw -2364962.309733 + Penalty 3245.012130 = -2361717.297603
  nChanged 979
		SP:Iteration 7Q (14787.480000 sec): 3 clusters
  Score: Raw -2365437.959608 + Penalty 3245.012130 = -2362192.947479
  nChanged 887
		SP:Iteration 8Q (14787.540000 sec): 3 clusters
  Score: Raw -2365872.995495 + Penalty 3245.012130 = -2362627.983365
  nChanged 800
		SP:Iteration 9Q (14787.600000 sec): 3 clusters
  Score: Raw -2366253.054701 + Penalty 3245.012130 = -2363008.042571
  nChanged 733
		SP:Iteration 10Q (14787.660000 sec): 3 clusters
  Score: Raw -2366598.458943 + Penalty 3245.012130 = -2363353.446814
  nChanged 646
		SP:Iteration 11Q (14787.720000 sec): 3 clusters
  Score: Raw -2366837.231517 + Penalty 3245.012130 = -2363592.219388
  nChanged 494
		SP:Iteration 12Q (14787.780000 sec): 3 clusters
  Score: Raw -2367008.606583 + Penalty 3245.012130 = -2363763.594453
  nChanged 436
		SP:Iteration 13Q (14787.840000 sec): 3 clusters
  Score: Raw -2367138.221137 + Penalty 3245.012130 = -2363893.209007
  nChanged 311
		SP:Iteration 14Q (14787.890000 sec): 3 clusters
  Score: Raw -2367221.821421 + Penalty 3245.012130 = -2363976.809291
  nChanged 255
		SP:Iteration 15Q (14787.950000 sec): 3 clusters
  Score: Raw -2367286.071976 + Penalty 3245.012130 = -2364041.059846
  nChanged 233
		SP:Iteration 16Q (14788.010000 sec): 3 clusters
  Score: Raw -2367343.319892 + Penalty 3245.012130 = -2364098.307762
  nChanged 222
		SP:Iteration 17Q (14788.060000 sec): 3 clusters
  Score: Raw -2367402.628816 + Penalty 3245.012130 = -2364157.616687
  nChanged 225
		SP:Iteration 18Q (14788.120000 sec): 3 clusters
  Score: Raw -2367468.396987 + Penalty 3245.012130 = -2364223.384858
  nChanged 235
		SP:Iteration 19Q (14788.180000 sec): 3 clusters
  Score: Raw -2367540.763043 + Penalty 3245.012130 = -2364295.750914
  nChanged 248
		SP:Iteration 20F (14788.240000 sec): 3 clusters
  Score: Raw -2367623.075899 + Penalty 3245.012130 = -2364378.063769
  nChanged 252
		SP:Iteration 21Q (14788.300000 sec): 3 clusters
  Score: Raw -2367703.967850 + Penalty 3245.012130 = -2364458.955720
  nChanged 254
		SP:Iteration 22Q (14788.350000 sec): 3 clusters
  Score: Raw -2367776.583241 + Penalty 3245.012130 = -2364531.571112
  nChanged 254
		SP:Iteration 23Q (14788.400000 sec): 3 clusters
  Score: Raw -2367852.253431 + Penalty 3245.012130 = -2364607.241301
  nChanged 262
		SP:Iteration 24Q (14788.460000 sec): 3 clusters
  Score: Raw -2367926.728460 + Penalty 3245.012130 = -2364681.716330
  nChanged 257
		SP:Iteration 25Q (14788.510000 sec): 3 clusters
  Score: Raw -2368004.461703 + Penalty 3245.012130 = -2364759.449574
  nChanged 260
		SP:Iteration 26Q (14788.570000 sec): 3 clusters
  Score: Raw -2368084.764458 + Penalty 3245.012130 = -2364839.752328
  nChanged 270
		SP:Iteration 27Q (14788.620000 sec): 3 clusters
  Score: Raw -2368170.471369 + Penalty 3245.012130 = -2364925.459239
  nChanged 273
		SP:Iteration 28Q (14788.680000 sec): 3 clusters
  Score: Raw -2368261.109323 + Penalty 3245.012130 = -2365016.097193
  nChanged 284
		SP:Iteration 29Q (14788.730000 sec): 3 clusters
  Score: Raw -2368353.459087 + Penalty 3245.012130 = -2365108.446957
  nChanged 292
		SP:Iteration 30Q (14788.780000 sec): 3 clusters
  Score: Raw -2368456.289754 + Penalty 3245.012130 = -2365211.277625
  nChanged 278
		SP:Iteration 31Q (14788.840000 sec): 3 clusters
  Score: Raw -2368552.368320 + Penalty 3245.012130 = -2365307.356190
  nChanged 264
		SP:Iteration 32Q (14788.890000 sec): 3 clusters
  Score: Raw -2368640.632008 + Penalty 3245.012130 = -2365395.619879
  nChanged 251
		SP:Iteration 33Q (14788.940000 sec): 3 clusters
  Score: Raw -2368728.316530 + Penalty 3245.012130 = -2365483.304401
  nChanged 260
		SP:Iteration 34Q (14788.990000 sec): 3 clusters
  Score: Raw -2368826.938395 + Penalty 3245.012130 = -2365581.926265
  nChanged 254
		SP:Iteration 35Q (14789.040000 sec): 3 clusters
  Score: Raw -2368921.173496 + Penalty 3245.012130 = -2365676.161366
  nChanged 256
		SP:Iteration 36Q (14789.090000 sec): 3 clusters
  Score: Raw -2369026.685132 + Penalty 3245.012130 = -2365781.673002
  nChanged 258
		SP:Iteration 37Q (14789.140000 sec): 3 clusters
  Score: Raw -2369130.613382 + Penalty 3245.012130 = -2365885.601252
  nChanged 246
		SP:Iteration 38Q (14789.190000 sec): 3 clusters
  Score: Raw -2369237.243505 + Penalty 3245.012130 = -2365992.231375
  nChanged 252
		SP:Iteration 39Q (14789.240000 sec): 3 clusters
  Score: Raw -2369358.725729 + Penalty 3245.012130 = -2366113.713599
  nChanged 243
		SP:Iteration 40F (14789.300000 sec): 3 clusters
  Score: Raw -2369480.076102 + Penalty 3245.012130 = -2366235.063972
  nChanged 220
		SP:Iteration 41Q (14789.340000 sec): 3 clusters
  Score: Raw -2369598.527417 + Penalty 3245.012130 = -2366353.515287
  nChanged 191
		SP:Iteration 42Q (14789.390000 sec): 3 clusters
  Score: Raw -2369704.742420 + Penalty 3245.012130 = -2366459.730290
  nChanged 194
		SP:Iteration 43Q (14789.440000 sec): 3 clusters
  Score: Raw -2369819.861414 + Penalty 3245.012130 = -2366574.849284
  nChanged 162
		SP:Iteration 44Q (14789.480000 sec): 3 clusters
  Score: Raw -2369937.585032 + Penalty 3245.012130 = -2366692.572903
  nChanged 166
		SP:Iteration 45Q (14789.530000 sec): 3 clusters
  Score: Raw -2370068.395402 + Penalty 3245.012130 = -2366823.383272
  nChanged 138
		SP:Iteration 46Q (14789.580000 sec): 3 clusters
  Score: Raw -2370174.339457 + Penalty 3245.012130 = -2366929.327327
  nChanged 103
		SP:Iteration 47Q (14789.620000 sec): 3 clusters
  Score: Raw -2370253.504079 + Penalty 3245.012130 = -2367008.491949
  nChanged 93
		SP:Iteration 48Q (14789.660000 sec): 3 clusters
  Score: Raw -2370321.227264 + Penalty 3245.012130 = -2367076.215134
  nChanged 72
		SP:Iteration 49Q (14789.710000 sec): 3 clusters
  Score: Raw -2370371.344030 + Penalty 3245.012130 = -2367126.331900
  nChanged 52
		SP:Iteration 50Q (14789.750000 sec): 3 clusters
  Score: Raw -2370407.023164 + Penalty 3245.012130 = -2367162.011035
  nChanged 39
		SP:Iteration 51Q (14789.800000 sec): 3 clusters
  Score: Raw -2370437.359363 + Penalty 3245.012130 = -2367192.347233
  nChanged 41
		SP:Iteration 52Q (14789.840000 sec): 3 clusters
  Score: Raw -2370468.227195 + Penalty 3245.012130 = -2367223.215065
  nChanged 32
		SP:Iteration 53Q (14789.880000 sec): 3 clusters
  Score: Raw -2370488.133480 + Penalty 3245.012130 = -2367243.121350
  nChanged 20
		SP:Iteration 54Q (14789.920000 sec): 3 clusters
  Score: Raw -2370499.594397 + Penalty 3245.012130 = -2367254.582267
  nChanged 10
		SP:Iteration 55Q (14789.970000 sec): 3 clusters
  Score: Raw -2370505.894192 + Penalty 3245.012130 = -2367260.882062
  nChanged 14
		SP:Iteration 56Q (14790.010000 sec): 3 clusters
  Score: Raw -2370512.322890 + Penalty 3245.012130 = -2367267.310760
  nChanged 8
		SP:Iteration 57Q (14790.060000 sec): 3 clusters
  Score: Raw -2370516.374946 + Penalty 3245.012130 = -2367271.362817
  nChanged 4
		SP:Iteration 58Q (14790.100000 sec): 3 clusters
  Score: Raw -2370517.618006 + Penalty 3245.012130 = -2367272.605876
  nChanged 6
		SP:Iteration 59Q (14790.140000 sec): 3 clusters
  Score: Raw -2370520.843573 + Penalty 3245.012130 = -2367275.831443
  nChanged 8
		SP:Iteration 60F (14790.200000 sec): 3 clusters
  Score: Raw -2370537.497968 + Penalty 3245.012130 = -2367292.485838
  nChanged 7
		SP:Iteration 61Q (14790.240000 sec): 3 clusters
  Score: Raw -2370543.783893 + Penalty 3245.012130 = -2367298.771763
  nChanged 12
		SP:Iteration 62Q (14790.280000 sec): 3 clusters
  Score: Raw -2370549.756380 + Penalty 3245.012130 = -2367304.744250
  nChanged 12
		SP:Iteration 63Q (14790.320000 sec): 3 clusters
  Score: Raw -2370557.062438 + Penalty 3245.012130 = -2367312.050309
  nChanged 8
		SP:Iteration 64Q (14790.360000 sec): 3 clusters
  Score: Raw -2370560.144940 + Penalty 3245.012130 = -2367315.132810
  nChanged 5
		SP:Iteration 65Q (14790.400000 sec): 3 clusters
  Score: Raw -2370562.591101 + Penalty 3245.012130 = -2367317.578971
  nChanged 2
		SP:Iteration 66Q (14790.450000 sec): 3 clusters
  Score: Raw -2370564.522362 + Penalty 3245.012130 = -2367319.510232
  nChanged 4
		SP:Iteration 67Q (14790.490000 sec): 3 clusters
  Score: Raw -2370566.104495 + Penalty 3245.012130 = -2367321.092365
  nChanged 2
		SP:Iteration 68Q (14790.530000 sec): 3 clusters
  Score: Raw -2370568.257985 + Penalty 3245.012130 = -2367323.245855
  nChanged 0
		SP:Iteration 69F (14790.590000 sec): 3 clusters
  Score: Raw -2370568.257985 + Penalty 3245.012130 = -2367323.245855
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14790.630000 sec): 2 clusters
  Score: Raw -1256077.172693 + Penalty 1507.872151 = -1254569.300542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14790.660000 sec): 3 clusters
  Score: Raw -1249964.145485 + Penalty 3015.744302 = -1246948.401183
  nChanged 4631
		SP:Iteration 1F (14790.680000 sec): 3 clusters
  Score: Raw -1252611.271577 + Penalty 3015.744302 = -1249595.527275
  nChanged 715
		SP:Iteration 2F (14790.710000 sec): 3 clusters
  Score: Raw -1252957.877181 + Penalty 3015.744302 = -1249942.132879
  nChanged 618
		SP:Iteration 3F (14790.740000 sec): 3 clusters
  Score: Raw -1253254.415699 + Penalty 3015.744302 = -1250238.671397
  nChanged 509
		SP:Iteration 4Q (14790.770000 sec): 3 clusters
  Score: Raw -1253490.753924 + Penalty 3015.744302 = -1250475.009622
  nChanged 446
		SP:Iteration 5Q (14790.800000 sec): 3 clusters
  Score: Raw -1253686.732885 + Penalty 3015.744302 = -1250670.988583
  nChanged 420
		SP:Iteration 6Q (14790.820000 sec): 3 clusters
  Score: Raw -1253867.195751 + Penalty 3015.744302 = -1250851.451449
  nChanged 359
		SP:Iteration 7Q (14790.850000 sec): 3 clusters
  Score: Raw -1254006.196435 + Penalty 3015.744302 = -1250990.452134
  nChanged 337
		SP:Iteration 8Q (14790.880000 sec): 3 clusters
  Score: Raw -1254142.692380 + Penalty 3015.744302 = -1251126.948078
  nChanged 292
		SP:Iteration 9Q (14790.910000 sec): 3 clusters
  Score: Raw -1254270.258880 + Penalty 3015.744302 = -1251254.514578
  nChanged 298
		SP:Iteration 10Q (14790.940000 sec): 3 clusters
  Score: Raw -1254380.133714 + Penalty 3015.744302 = -1251364.389412
  nChanged 242
		SP:Iteration 11Q (14790.960000 sec): 3 clusters
  Score: Raw -1254458.377421 + Penalty 3015.744302 = -1251442.633119
  nChanged 202
		SP:Iteration 12Q (14791.000000 sec): 3 clusters
  Score: Raw -1254521.965349 + Penalty 3015.744302 = -1251506.221047
  nChanged 194
		SP:Iteration 13Q (14791.020000 sec): 3 clusters
  Score: Raw -1254586.845486 + Penalty 3015.744302 = -1251571.101184
  nChanged 185
		SP:Iteration 14Q (14791.050000 sec): 3 clusters
  Score: Raw -1254643.274409 + Penalty 3015.744302 = -1251627.530107
  nChanged 168
		SP:Iteration 15Q (14791.080000 sec): 3 clusters
  Score: Raw -1254696.719944 + Penalty 3015.744302 = -1251680.975642
  nChanged 162
		SP:Iteration 16Q (14791.110000 sec): 3 clusters
  Score: Raw -1254748.108361 + Penalty 3015.744302 = -1251732.364059
  nChanged 158
		SP:Iteration 17Q (14791.140000 sec): 3 clusters
  Score: Raw -1254798.431646 + Penalty 3015.744302 = -1251782.687344
  nChanged 145
		SP:Iteration 18Q (14791.160000 sec): 3 clusters
  Score: Raw -1254838.030112 + Penalty 3015.744302 = -1251822.285810
  nChanged 125
		SP:Iteration 19Q (14791.190000 sec): 3 clusters
  Score: Raw -1254880.144182 + Penalty 3015.744302 = -1251864.399880
  nChanged 141
		SP:Iteration 20F (14791.220000 sec): 3 clusters
  Score: Raw -1254922.683597 + Penalty 3015.744302 = -1251906.939295
  nChanged 129
		SP:Iteration 21Q (14791.240000 sec): 3 clusters
  Score: Raw -1254961.618729 + Penalty 3015.744302 = -1251945.874427
  nChanged 145
		SP:Iteration 22Q (14791.270000 sec): 3 clusters
  Score: Raw -1255010.505276 + Penalty 3015.744302 = -1251994.760974
  nChanged 130
		SP:Iteration 23Q (14791.300000 sec): 3 clusters
  Score: Raw -1255049.983097 + Penalty 3015.744302 = -1252034.238795
  nChanged 119
		SP:Iteration 24Q (14791.330000 sec): 3 clusters
  Score: Raw -1255079.548590 + Penalty 3015.744302 = -1252063.804289
  nChanged 98
		SP:Iteration 25Q (14791.360000 sec): 3 clusters
  Score: Raw -1255102.494529 + Penalty 3015.744302 = -1252086.750227
  nChanged 81
		SP:Iteration 26Q (14791.380000 sec): 3 clusters
  Score: Raw -1255123.024227 + Penalty 3015.744302 = -1252107.279925
  nChanged 97
		SP:Iteration 27Q (14791.410000 sec): 3 clusters
  Score: Raw -1255146.866813 + Penalty 3015.744302 = -1252131.122511
  nChanged 86
		SP:Iteration 28Q (14791.440000 sec): 3 clusters
  Score: Raw -1255170.503668 + Penalty 3015.744302 = -1252154.759366
  nChanged 84
		SP:Iteration 29Q (14791.470000 sec): 3 clusters
  Score: Raw -1255195.491591 + Penalty 3015.744302 = -1252179.747290
  nChanged 96
		SP:Iteration 30Q (14791.500000 sec): 3 clusters
  Score: Raw -1255230.735363 + Penalty 3015.744302 = -1252214.991061
  nChanged 102
		SP:Iteration 31Q (14791.520000 sec): 3 clusters
  Score: Raw -1255264.977466 + Penalty 3015.744302 = -1252249.233164
  nChanged 111
		SP:Iteration 32Q (14791.550000 sec): 3 clusters
  Score: Raw -1255299.386060 + Penalty 3015.744302 = -1252283.641758
  nChanged 106
		SP:Iteration 33Q (14791.580000 sec): 3 clusters
  Score: Raw -1255330.763767 + Penalty 3015.744302 = -1252315.019465
  nChanged 100
		SP:Iteration 34Q (14791.610000 sec): 3 clusters
  Score: Raw -1255360.116311 + Penalty 3015.744302 = -1252344.372009
  nChanged 104
		SP:Iteration 35Q (14791.640000 sec): 3 clusters
  Score: Raw -1255388.749605 + Penalty 3015.744302 = -1252373.005303
  nChanged 97
		SP:Iteration 36Q (14791.660000 sec): 3 clusters
  Score: Raw -1255418.012373 + Penalty 3015.744302 = -1252402.268072
  nChanged 93
		SP:Iteration 37Q (14791.690000 sec): 3 clusters
  Score: Raw -1255447.056533 + Penalty 3015.744302 = -1252431.312232
  nChanged 95
		SP:Iteration 38Q (14791.720000 sec): 3 clusters
  Score: Raw -1255475.601837 + Penalty 3015.744302 = -1252459.857535
  nChanged 103
		SP:Iteration 39Q (14791.740000 sec): 3 clusters
  Score: Raw -1255507.517276 + Penalty 3015.744302 = -1252491.772974
  nChanged 106
		SP:Iteration 40F (14791.780000 sec): 3 clusters
  Score: Raw -1255547.712598 + Penalty 3015.744302 = -1252531.968296
  nChanged 125
		SP:Iteration 41Q (14791.800000 sec): 3 clusters
  Score: Raw -1255591.455776 + Penalty 3015.744302 = -1252575.711474
  nChanged 111
		SP:Iteration 42Q (14791.830000 sec): 3 clusters
  Score: Raw -1255625.282659 + Penalty 3015.744302 = -1252609.538358
  nChanged 93
		SP:Iteration 43Q (14791.860000 sec): 3 clusters
  Score: Raw -1255649.549927 + Penalty 3015.744302 = -1252633.805625
  nChanged 89
		SP:Iteration 44Q (14791.880000 sec): 3 clusters
  Score: Raw -1255672.447022 + Penalty 3015.744302 = -1252656.702721
  nChanged 94
		SP:Iteration 45Q (14791.910000 sec): 3 clusters
  Score: Raw -1255694.663924 + Penalty 3015.744302 = -1252678.919623
  nChanged 72
		SP:Iteration 46Q (14791.940000 sec): 3 clusters
  Score: Raw -1255714.323823 + Penalty 3015.744302 = -1252698.579521
  nChanged 76
		SP:Iteration 47Q (14791.960000 sec): 3 clusters
  Score: Raw -1255730.497303 + Penalty 3015.744302 = -1252714.753001
  nChanged 60
		SP:Iteration 48Q (14791.990000 sec): 3 clusters
  Score: Raw -1255742.559077 + Penalty 3015.744302 = -1252726.814775
  nChanged 51
		SP:Iteration 49Q (14792.020000 sec): 3 clusters
  Score: Raw -1255751.853583 + Penalty 3015.744302 = -1252736.109281
  nChanged 38
		SP:Iteration 50Q (14792.050000 sec): 3 clusters
  Score: Raw -1255758.623600 + Penalty 3015.744302 = -1252742.879299
  nChanged 43
		SP:Iteration 51Q (14792.080000 sec): 3 clusters
  Score: Raw -1255767.028012 + Penalty 3015.744302 = -1252751.283710
  nChanged 44
		SP:Iteration 52Q (14792.100000 sec): 3 clusters
  Score: Raw -1255775.102424 + Penalty 3015.744302 = -1252759.358122
  nChanged 41
		SP:Iteration 53Q (14792.130000 sec): 3 clusters
  Score: Raw -1255782.570150 + Penalty 3015.744302 = -1252766.825849
  nChanged 48
		SP:Iteration 54Q (14792.160000 sec): 3 clusters
  Score: Raw -1255791.192769 + Penalty 3015.744302 = -1252775.448467
  nChanged 44
		SP:Iteration 55Q (14792.180000 sec): 3 clusters
  Score: Raw -1255799.854533 + Penalty 3015.744302 = -1252784.110231
  nChanged 40
		SP:Iteration 56Q (14792.210000 sec): 3 clusters
  Score: Raw -1255805.909439 + Penalty 3015.744302 = -1252790.165137
  nChanged 40
		SP:Iteration 57Q (14792.230000 sec): 3 clusters
  Score: Raw -1255813.648003 + Penalty 3015.744302 = -1252797.903701
  nChanged 39
		SP:Iteration 58Q (14792.260000 sec): 3 clusters
  Score: Raw -1255820.225480 + Penalty 3015.744302 = -1252804.481178
  nChanged 26
		SP:Iteration 59Q (14792.280000 sec): 3 clusters
  Score: Raw -1255823.226448 + Penalty 3015.744302 = -1252807.482146
  nChanged 24
		SP:Iteration 60F (14792.310000 sec): 3 clusters
  Score: Raw -1255825.461274 + Penalty 3015.744302 = -1252809.716973
  nChanged 14
		SP:Iteration 61Q (14792.340000 sec): 3 clusters
  Score: Raw -1255827.335079 + Penalty 3015.744302 = -1252811.590777
  nChanged 17
		SP:Iteration 62Q (14792.360000 sec): 3 clusters
  Score: Raw -1255829.301675 + Penalty 3015.744302 = -1252813.557373
  nChanged 12
		SP:Iteration 63Q (14792.390000 sec): 3 clusters
  Score: Raw -1255830.865801 + Penalty 3015.744302 = -1252815.121499
  nChanged 12
		SP:Iteration 64Q (14792.420000 sec): 3 clusters
  Score: Raw -1255831.964208 + Penalty 3015.744302 = -1252816.219906
  nChanged 9
		SP:Iteration 65Q (14792.440000 sec): 3 clusters
  Score: Raw -1255832.922538 + Penalty 3015.744302 = -1252817.178236
  nChanged 11
		SP:Iteration 66Q (14792.470000 sec): 3 clusters
  Score: Raw -1255833.943227 + Penalty 3015.744302 = -1252818.198926
  nChanged 7
		SP:Iteration 67Q (14792.500000 sec): 3 clusters
  Score: Raw -1255834.504468 + Penalty 3015.744302 = -1252818.760166
  nChanged 5
		SP:Iteration 68Q (14792.520000 sec): 3 clusters
  Score: Raw -1255834.845913 + Penalty 3015.744302 = -1252819.101611
  nChanged 4
		SP:Iteration 69Q (14792.550000 sec): 3 clusters
  Score: Raw -1255835.219516 + Penalty 3015.744302 = -1252819.475214
  nChanged 5
		SP:Iteration 70Q (14792.580000 sec): 3 clusters
  Score: Raw -1255835.519379 + Penalty 3015.744302 = -1252819.775077
  nChanged 3
		SP:Iteration 71Q (14792.600000 sec): 3 clusters
  Score: Raw -1255835.850411 + Penalty 3015.744302 = -1252820.106109
  nChanged 4
		SP:Iteration 72Q (14792.630000 sec): 3 clusters
  Score: Raw -1255836.215130 + Penalty 3015.744302 = -1252820.470829
  nChanged 2
		SP:Iteration 73Q (14792.660000 sec): 3 clusters
  Score: Raw -1255836.342496 + Penalty 3015.744302 = -1252820.598194
  nChanged 1
		SP:Iteration 74Q (14792.680000 sec): 3 clusters
  Score: Raw -1255836.375211 + Penalty 3015.744302 = -1252820.630909
  nChanged 1
		SP:Iteration 75Q (14792.710000 sec): 3 clusters
  Score: Raw -1255836.455675 + Penalty 3015.744302 = -1252820.711374
  nChanged 2
		SP:Iteration 76Q (14792.740000 sec): 3 clusters
  Score: Raw -1255836.611585 + Penalty 3015.744302 = -1252820.867283
  nChanged 2
		SP:Iteration 77Q (14792.760000 sec): 3 clusters
  Score: Raw -1255836.893600 + Penalty 3015.744302 = -1252821.149298
  nChanged 1
		SP:Iteration 78Q (14792.790000 sec): 3 clusters
  Score: Raw -1255836.969298 + Penalty 3015.744302 = -1252821.224996
  nChanged 3
		SP:Iteration 79Q (14792.810000 sec): 3 clusters
  Score: Raw -1255837.259283 + Penalty 3015.744302 = -1252821.514981
  nChanged 2
		SP:Iteration 80F (14792.840000 sec): 3 clusters
  Score: Raw -1255837.408930 + Penalty 3015.744302 = -1252821.664629
  nChanged 3
		SP:Iteration 81Q (14792.870000 sec): 3 clusters
  Score: Raw -1255837.611074 + Penalty 3015.744302 = -1252821.866772
  nChanged 1
		SP:Iteration 82Q (14792.890000 sec): 3 clusters
  Score: Raw -1255837.694125 + Penalty 3015.744302 = -1252821.949823
  nChanged 2
		SP:Iteration 83Q (14792.920000 sec): 3 clusters
  Score: Raw -1255837.921122 + Penalty 3015.744302 = -1252822.176821
  nChanged 2
		SP:Iteration 84Q (14792.950000 sec): 3 clusters
  Score: Raw -1255838.222457 + Penalty 3015.744302 = -1252822.478155
  nChanged 3
		SP:Iteration 85Q (14792.970000 sec): 3 clusters
  Score: Raw -1255838.444332 + Penalty 3015.744302 = -1252822.700030
  nChanged 3
		SP:Iteration 86Q (14793.000000 sec): 3 clusters
  Score: Raw -1255838.686048 + Penalty 3015.744302 = -1252822.941746
  nChanged 0
		SP:Iteration 87F (14793.030000 sec): 3 clusters
  Score: Raw -1255838.686048 + Penalty 3015.744302 = -1252822.941746
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14793.090000 sec): 2 clusters
  Score: Raw -2344196.375621 + Penalty 1611.255120 = -2342585.120501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14793.150000 sec): 3 clusters
  Score: Raw -2332017.046990 + Penalty 3222.510240 = -2328794.536750
  nChanged 9213
		SP:Iteration 1F (14793.200000 sec): 3 clusters
  Score: Raw -2336988.126665 + Penalty 3222.510240 = -2333765.616425
  nChanged 1107
		SP:Iteration 2F (14793.260000 sec): 3 clusters
  Score: Raw -2337429.672876 + Penalty 3222.510240 = -2334207.162636
  nChanged 1039
		SP:Iteration 3F (14793.310000 sec): 3 clusters
  Score: Raw -2337895.292548 + Penalty 3222.510240 = -2334672.782308
  nChanged 1033
		SP:Iteration 4F (14793.360000 sec): 3 clusters
  Score: Raw -2338431.467394 + Penalty 3222.510240 = -2335208.957154
  nChanged 1048
		SP:Iteration 5F (14793.420000 sec): 3 clusters
  Score: Raw -2339080.226583 + Penalty 3222.510240 = -2335857.716343
  nChanged 1123
		SP:Iteration 6F (14793.470000 sec): 3 clusters
  Score: Raw -2339818.203846 + Penalty 3222.510240 = -2336595.693606
  nChanged 1121
		SP:Iteration 7F (14793.520000 sec): 3 clusters
  Score: Raw -2340665.321761 + Penalty 3222.510240 = -2337442.811521
  nChanged 1131
		SP:Iteration 8F (14793.580000 sec): 3 clusters
  Score: Raw -2341580.430380 + Penalty 3222.510240 = -2338357.920140
  nChanged 1008
		SP:Iteration 9Q (14793.630000 sec): 3 clusters
  Score: Raw -2342398.324398 + Penalty 3222.510240 = -2339175.814158
  nChanged 819
		SP:Iteration 10Q (14793.680000 sec): 3 clusters
  Score: Raw -2343050.008757 + Penalty 3222.510240 = -2339827.498517
  nChanged 590
		SP:Iteration 11Q (14793.730000 sec): 3 clusters
  Score: Raw -2343514.542567 + Penalty 3222.510240 = -2340292.032327
  nChanged 419
		SP:Iteration 12Q (14793.770000 sec): 3 clusters
  Score: Raw -2343838.322342 + Penalty 3222.510240 = -2340615.812102
  nChanged 282
		SP:Iteration 13Q (14793.820000 sec): 3 clusters
  Score: Raw -2344048.741017 + Penalty 3222.510240 = -2340826.230776
  nChanged 150
		SP:Iteration 14Q (14793.860000 sec): 3 clusters
  Score: Raw -2344153.241801 + Penalty 3222.510240 = -2340930.731561
  nChanged 95
		SP:Iteration 15Q (14793.900000 sec): 3 clusters
  Score: Raw -2344224.643047 + Penalty 3222.510240 = -2341002.132807
  nChanged 69
		SP:Iteration 16Q (14793.940000 sec): 3 clusters
  Score: Raw -2344279.622193 + Penalty 3222.510240 = -2341057.111953
  nChanged 41
		SP:Iteration 17Q (14793.980000 sec): 3 clusters
  Score: Raw -2344318.692358 + Penalty 3222.510240 = -2341096.182118
  nChanged 30
		SP:Iteration 18Q (14794.020000 sec): 3 clusters
  Score: Raw -2344339.587138 + Penalty 3222.510240 = -2341117.076897
  nChanged 12
		SP:Iteration 19Q (14794.060000 sec): 3 clusters
  Score: Raw -2344351.957532 + Penalty 3222.510240 = -2341129.447292
  nChanged 13
		SP:Iteration 20F (14794.110000 sec): 3 clusters
  Score: Raw -2344365.812863 + Penalty 3222.510240 = -2341143.302623
  nChanged 10
		SP:Iteration 21Q (14794.150000 sec): 3 clusters
  Score: Raw -2344373.680713 + Penalty 3222.510240 = -2341151.170473
  nChanged 5
		SP:Iteration 22Q (14794.190000 sec): 3 clusters
  Score: Raw -2344376.853168 + Penalty 3222.510240 = -2341154.342928
  nChanged 3
		SP:Iteration 23Q (14794.230000 sec): 3 clusters
  Score: Raw -2344379.312294 + Penalty 3222.510240 = -2341156.802054
  nChanged 1
		SP:Iteration 24Q (14794.270000 sec): 3 clusters
  Score: Raw -2344380.753662 + Penalty 3222.510240 = -2341158.243422
  nChanged 3
		SP:Iteration 25Q (14794.310000 sec): 3 clusters
  Score: Raw -2344383.863121 + Penalty 3222.510240 = -2341161.352881
  nChanged 4
		SP:Iteration 26Q (14794.350000 sec): 3 clusters
  Score: Raw -2344388.035746 + Penalty 3222.510240 = -2341165.525505
  nChanged 2
		SP:Iteration 27Q (14794.390000 sec): 3 clusters
  Score: Raw -2344390.622638 + Penalty 3222.510240 = -2341168.112397
  nChanged 2
		SP:Iteration 28Q (14794.420000 sec): 3 clusters
  Score: Raw -2344391.465879 + Penalty 3222.510240 = -2341168.955639
  nChanged 1
		SP:Iteration 29Q (14794.460000 sec): 3 clusters
  Score: Raw -2344392.197393 + Penalty 3222.510240 = -2341169.687153
  nChanged 0
		SP:Iteration 30F (14794.520000 sec): 3 clusters
  Score: Raw -2344392.197393 + Penalty 3222.510240 = -2341169.687153
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14794.550000 sec): 2 clusters
  Score: Raw -1259800.976651 + Penalty 1505.688450 = -1258295.288200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14794.580000 sec): 3 clusters
  Score: Raw -1253760.295385 + Penalty 3011.376901 = -1250748.918485
  nChanged 4546
		SP:Iteration 1F (14794.610000 sec): 3 clusters
  Score: Raw -1256195.854537 + Penalty 3011.376901 = -1253184.477636
  nChanged 627
		SP:Iteration 2F (14794.630000 sec): 3 clusters
  Score: Raw -1256455.344727 + Penalty 3011.376901 = -1253443.967827
  nChanged 543
		SP:Iteration 3F (14794.660000 sec): 3 clusters
  Score: Raw -1256703.504152 + Penalty 3011.376901 = -1253692.127251
  nChanged 494
		SP:Iteration 4Q (14794.690000 sec): 3 clusters
  Score: Raw -1256946.770728 + Penalty 3011.376901 = -1253935.393827
  nChanged 484
		SP:Iteration 5Q (14794.720000 sec): 3 clusters
  Score: Raw -1257188.751244 + Penalty 3011.376901 = -1254177.374343
  nChanged 463
		SP:Iteration 6Q (14794.750000 sec): 3 clusters
  Score: Raw -1257451.267349 + Penalty 3011.376901 = -1254439.890448
  nChanged 529
		SP:Iteration 7F (14794.770000 sec): 3 clusters
  Score: Raw -1257726.309428 + Penalty 3011.376901 = -1254714.932527
  nChanged 481
		SP:Iteration 8Q (14794.800000 sec): 3 clusters
  Score: Raw -1258005.605176 + Penalty 3011.376901 = -1254994.228275
  nChanged 473
		SP:Iteration 9Q (14794.830000 sec): 3 clusters
  Score: Raw -1258328.011413 + Penalty 3011.376901 = -1255316.634512
  nChanged 470
		SP:Iteration 10Q (14794.850000 sec): 3 clusters
  Score: Raw -1258680.137476 + Penalty 3011.376901 = -1255668.760576
  nChanged 416
		SP:Iteration 11Q (14794.880000 sec): 3 clusters
  Score: Raw -1259005.301553 + Penalty 3011.376901 = -1255993.924653
  nChanged 356
		SP:Iteration 12Q (14794.910000 sec): 3 clusters
  Score: Raw -1259274.227060 + Penalty 3011.376901 = -1256262.850159
  nChanged 276
		SP:Iteration 13Q (14794.930000 sec): 3 clusters
  Score: Raw -1259466.748864 + Penalty 3011.376901 = -1256455.371963
  nChanged 214
		SP:Iteration 14Q (14794.960000 sec): 3 clusters
  Score: Raw -1259592.969425 + Penalty 3011.376901 = -1256581.592524
  nChanged 164
		SP:Iteration 15Q (14794.980000 sec): 3 clusters
  Score: Raw -1259681.669565 + Penalty 3011.376901 = -1256670.292664
  nChanged 126
		SP:Iteration 16Q (14795.010000 sec): 3 clusters
  Score: Raw -1259748.611250 + Penalty 3011.376901 = -1256737.234349
  nChanged 97
		SP:Iteration 17Q (14795.030000 sec): 3 clusters
  Score: Raw -1259806.291071 + Penalty 3011.376901 = -1256794.914170
  nChanged 101
		SP:Iteration 18Q (14795.050000 sec): 3 clusters
  Score: Raw -1259876.794990 + Penalty 3011.376901 = -1256865.418090
  nChanged 90
		SP:Iteration 19Q (14795.080000 sec): 3 clusters
  Score: Raw -1259937.045381 + Penalty 3011.376901 = -1256925.668481
  nChanged 56
		SP:Iteration 20F (14795.100000 sec): 3 clusters
  Score: Raw -1259973.849245 + Penalty 3011.376901 = -1256962.472344
  nChanged 48
		SP:Iteration 21Q (14795.130000 sec): 3 clusters
  Score: Raw -1260000.463276 + Penalty 3011.376901 = -1256989.086376
  nChanged 39
		SP:Iteration 22Q (14795.150000 sec): 3 clusters
  Score: Raw -1260018.093950 + Penalty 3011.376901 = -1257006.717050
  nChanged 35
		SP:Iteration 23Q (14795.170000 sec): 3 clusters
  Score: Raw -1260033.414002 + Penalty 3011.376901 = -1257022.037101
  nChanged 29
		SP:Iteration 24Q (14795.190000 sec): 3 clusters
  Score: Raw -1260045.452347 + Penalty 3011.376901 = -1257034.075447
  nChanged 18
		SP:Iteration 25Q (14795.210000 sec): 3 clusters
  Score: Raw -1260050.932544 + Penalty 3011.376901 = -1257039.555643
  nChanged 15
		SP:Iteration 26Q (14795.230000 sec): 3 clusters
  Score: Raw -1260055.524778 + Penalty 3011.376901 = -1257044.147877
  nChanged 12
		SP:Iteration 27Q (14795.260000 sec): 3 clusters
  Score: Raw -1260058.972885 + Penalty 3011.376901 = -1257047.595984
  nChanged 15
		SP:Iteration 28Q (14795.280000 sec): 3 clusters
  Score: Raw -1260064.082645 + Penalty 3011.376901 = -1257052.705744
  nChanged 9
		SP:Iteration 29Q (14795.300000 sec): 3 clusters
  Score: Raw -1260066.606561 + Penalty 3011.376901 = -1257055.229661
  nChanged 8
		SP:Iteration 30Q (14795.320000 sec): 3 clusters
  Score: Raw -1260069.795551 + Penalty 3011.376901 = -1257058.418651
  nChanged 6
		SP:Iteration 31Q (14795.340000 sec): 3 clusters
  Score: Raw -1260071.185906 + Penalty 3011.376901 = -1257059.809006
  nChanged 7
		SP:Iteration 32Q (14795.360000 sec): 3 clusters
  Score: Raw -1260073.225672 + Penalty 3011.376901 = -1257061.848772
  nChanged 8
		SP:Iteration 33Q (14795.390000 sec): 3 clusters
  Score: Raw -1260076.708515 + Penalty 3011.376901 = -1257065.331614
  nChanged 8
		SP:Iteration 34Q (14795.410000 sec): 3 clusters
  Score: Raw -1260080.000870 + Penalty 3011.376901 = -1257068.623970
  nChanged 3
		SP:Iteration 35Q (14795.430000 sec): 3 clusters
  Score: Raw -1260080.661082 + Penalty 3011.376901 = -1257069.284182
  nChanged 0
		SP:Iteration 36F (14795.460000 sec): 3 clusters
  Score: Raw -1260080.661082 + Penalty 3011.376901 = -1257069.284182
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14795.470000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14795.480000 sec): 3 clusters
  Score: Raw -364031.182898 + Penalty 2628.083339 = -361403.099559
  nChanged 1200
		SP:Iteration 1F (14795.490000 sec): 3 clusters
  Score: Raw -364789.216560 + Penalty 2628.083339 = -362161.133220
  nChanged 242
		SP:Iteration 2F (14795.500000 sec): 3 clusters
  Score: Raw -364954.135707 + Penalty 2628.083339 = -362326.052367
  nChanged 176
		SP:Iteration 3F (14795.510000 sec): 3 clusters
  Score: Raw -365084.303813 + Penalty 2628.083339 = -362456.220473
  nChanged 146
		SP:Iteration 4Q (14795.510000 sec): 3 clusters
  Score: Raw -365202.729510 + Penalty 2628.083339 = -362574.646170
  nChanged 129
		SP:Iteration 5Q (14795.520000 sec): 3 clusters
  Score: Raw -365320.659563 + Penalty 2628.083339 = -362692.576223
  nChanged 133
		SP:Iteration 6Q (14795.530000 sec): 3 clusters
  Score: Raw -365437.545230 + Penalty 2628.083339 = -362809.461891
  nChanged 131
		SP:Iteration 7Q (14795.540000 sec): 3 clusters
  Score: Raw -365559.938128 + Penalty 2628.083339 = -362931.854788
  nChanged 123
		SP:Iteration 8Q (14795.550000 sec): 3 clusters
  Score: Raw -365645.305496 + Penalty 2628.083339 = -363017.222157
  nChanged 112
		SP:Iteration 9Q (14795.550000 sec): 3 clusters
  Score: Raw -365736.364848 + Penalty 2628.083339 = -363108.281509
  nChanged 101
		SP:Iteration 10Q (14795.560000 sec): 3 clusters
  Score: Raw -365815.966873 + Penalty 2628.083339 = -363187.883533
  nChanged 81
		SP:Iteration 11Q (14795.570000 sec): 3 clusters
  Score: Raw -365883.387967 + Penalty 2628.083339 = -363255.304628
  nChanged 66
		SP:Iteration 12Q (14795.580000 sec): 3 clusters
  Score: Raw -365945.901341 + Penalty 2628.083339 = -363317.818001
  nChanged 59
		SP:Iteration 13Q (14795.590000 sec): 3 clusters
  Score: Raw -366006.160500 + Penalty 2628.083339 = -363378.077161
  nChanged 61
		SP:Iteration 14Q (14795.590000 sec): 3 clusters
  Score: Raw -366061.625150 + Penalty 2628.083339 = -363433.541810
  nChanged 53
		SP:Iteration 15Q (14795.600000 sec): 3 clusters
  Score: Raw -366103.562992 + Penalty 2628.083339 = -363475.479653
  nChanged 55
		SP:Iteration 16Q (14795.610000 sec): 3 clusters
  Score: Raw -366151.562247 + Penalty 2628.083339 = -363523.478907
  nChanged 48
		SP:Iteration 17Q (14795.620000 sec): 3 clusters
  Score: Raw -366177.270328 + Penalty 2628.083339 = -363549.186989
  nChanged 23
		SP:Iteration 18Q (14795.620000 sec): 3 clusters
  Score: Raw -366187.147101 + Penalty 2628.083339 = -363559.063761
  nChanged 11
		SP:Iteration 19Q (14795.630000 sec): 3 clusters
  Score: Raw -366191.708893 + Penalty 2628.083339 = -363563.625553
  nChanged 7
		SP:Iteration 20F (14795.640000 sec): 3 clusters
  Score: Raw -366194.356238 + Penalty 2628.083339 = -363566.272898
  nChanged 4
		SP:Iteration 21Q (14795.650000 sec): 3 clusters
  Score: Raw -366195.483544 + Penalty 2628.083339 = -363567.400205
  nChanged 1
		SP:Iteration 22Q (14795.650000 sec): 3 clusters
  Score: Raw -366195.848649 + Penalty 2628.083339 = -363567.765309
  nChanged 1
		SP:Iteration 23Q (14795.660000 sec): 3 clusters
  Score: Raw -366196.066919 + Penalty 2628.083339 = -363567.983579
  nChanged 1
		SP:Iteration 24Q (14795.670000 sec): 3 clusters
  Score: Raw -366196.184249 + Penalty 2628.083339 = -363568.100910
  nChanged 1
		SP:Iteration 25Q (14795.670000 sec): 3 clusters
  Score: Raw -366196.319930 + Penalty 2628.083339 = -363568.236591
  nChanged 0
		SP:Iteration 26F (14795.680000 sec): 3 clusters
  Score: Raw -366196.319930 + Penalty 2628.083339 = -363568.236591
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14795.840000 sec): 2 clusters
  Score: Raw -5890743.934856 + Penalty 1756.541393 = -5888987.393463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14795.970000 sec): 3 clusters
  Score: Raw -5859229.314081 + Penalty 3513.082786 = -5855716.231295
  nChanged 23270
		SP:Iteration 1F (14796.110000 sec): 3 clusters
  Score: Raw -5872428.666146 + Penalty 3513.082786 = -5868915.583360
  nChanged 2035
		SP:Iteration 2Q (14796.240000 sec): 3 clusters
  Score: Raw -5873033.251120 + Penalty 3513.082786 = -5869520.168334
  nChanged 2091
		SP:Iteration 3Q (14796.380000 sec): 3 clusters
  Score: Raw -5873765.900709 + Penalty 3513.082786 = -5870252.817923
  nChanged 2375
		SP:Iteration 4Q (14796.510000 sec): 3 clusters
  Score: Raw -5874757.442645 + Penalty 3513.082786 = -5871244.359859
  nChanged 2746
		SP:Iteration 5F (14796.650000 sec): 3 clusters
  Score: Raw -5876175.319889 + Penalty 3513.082786 = -5872662.237103
  nChanged 3151
		SP:Iteration 6F (14796.780000 sec): 3 clusters
  Score: Raw -5878075.176063 + Penalty 3513.082786 = -5874562.093277
  nChanged 3121
		SP:Iteration 7F (14796.910000 sec): 3 clusters
  Score: Raw -5880249.098121 + Penalty 3513.082786 = -5876736.015335
  nChanged 3108
		SP:Iteration 8F (14797.050000 sec): 3 clusters
  Score: Raw -5882548.658979 + Penalty 3513.082786 = -5879035.576193
  nChanged 2735
		SP:Iteration 9F (14797.180000 sec): 3 clusters
  Score: Raw -5884690.176563 + Penalty 3513.082786 = -5881177.093777
  nChanged 2281
		SP:Iteration 10Q (14797.310000 sec): 3 clusters
  Score: Raw -5886538.669375 + Penalty 3513.082786 = -5883025.586589
  nChanged 1762
		SP:Iteration 11Q (14797.430000 sec): 3 clusters
  Score: Raw -5888030.122215 + Penalty 3513.082786 = -5884517.039429
  nChanged 1277
		SP:Iteration 12Q (14797.550000 sec): 3 clusters
  Score: Raw -5889141.661482 + Penalty 3513.082786 = -5885628.578696
  nChanged 880
		SP:Iteration 13Q (14797.660000 sec): 3 clusters
  Score: Raw -5889961.013494 + Penalty 3513.082786 = -5886447.930708
  nChanged 493
		SP:Iteration 14Q (14797.760000 sec): 3 clusters
  Score: Raw -5890478.269502 + Penalty 3513.082786 = -5886965.186717
  nChanged 259
		SP:Iteration 15Q (14797.860000 sec): 3 clusters
  Score: Raw -5890738.750427 + Penalty 3513.082786 = -5887225.667641
  nChanged 166
		SP:Iteration 16Q (14797.950000 sec): 3 clusters
  Score: Raw -5890872.135716 + Penalty 3513.082786 = -5887359.052931
  nChanged 104
		SP:Iteration 17Q (14798.050000 sec): 3 clusters
  Score: Raw -5890930.326176 + Penalty 3513.082786 = -5887417.243390
  nChanged 63
		SP:Iteration 18Q (14798.150000 sec): 3 clusters
  Score: Raw -5890968.534198 + Penalty 3513.082786 = -5887455.451412
  nChanged 48
		SP:Iteration 19Q (14798.250000 sec): 3 clusters
  Score: Raw -5890990.018332 + Penalty 3513.082786 = -5887476.935546
  nChanged 37
		SP:Iteration 20F (14798.370000 sec): 3 clusters
  Score: Raw -5891004.215861 + Penalty 3513.082786 = -5887491.133075
  nChanged 34
		SP:Iteration 21Q (14798.470000 sec): 3 clusters
  Score: Raw -5891016.967476 + Penalty 3513.082786 = -5887503.884690
  nChanged 26
		SP:Iteration 22Q (14798.560000 sec): 3 clusters
  Score: Raw -5891028.856945 + Penalty 3513.082786 = -5887515.774159
  nChanged 20
		SP:Iteration 23Q (14798.650000 sec): 3 clusters
  Score: Raw -5891036.388625 + Penalty 3513.082786 = -5887523.305839
  nChanged 13
		SP:Iteration 24Q (14798.750000 sec): 3 clusters
  Score: Raw -5891041.190148 + Penalty 3513.082786 = -5887528.107362
  nChanged 12
		SP:Iteration 25Q (14798.840000 sec): 3 clusters
  Score: Raw -5891047.340463 + Penalty 3513.082786 = -5887534.257677
  nChanged 20
		SP:Iteration 26Q (14798.930000 sec): 3 clusters
  Score: Raw -5891056.386751 + Penalty 3513.082786 = -5887543.303965
  nChanged 13
		SP:Iteration 27Q (14799.030000 sec): 3 clusters
  Score: Raw -5891062.081047 + Penalty 3513.082786 = -5887548.998261
  nChanged 13
		SP:Iteration 28Q (14799.130000 sec): 3 clusters
  Score: Raw -5891069.012296 + Penalty 3513.082786 = -5887555.929510
  nChanged 16
		SP:Iteration 29Q (14799.220000 sec): 3 clusters
  Score: Raw -5891075.135422 + Penalty 3513.082786 = -5887562.052636
  nChanged 6
		SP:Iteration 30Q (14799.310000 sec): 3 clusters
  Score: Raw -5891077.542119 + Penalty 3513.082786 = -5887564.459333
  nChanged 10
		SP:Iteration 31Q (14799.410000 sec): 3 clusters
  Score: Raw -5891081.287373 + Penalty 3513.082786 = -5887568.204587
  nChanged 7
		SP:Iteration 32Q (14799.500000 sec): 3 clusters
  Score: Raw -5891084.187787 + Penalty 3513.082786 = -5887571.105001
  nChanged 4
		SP:Iteration 33Q (14799.590000 sec): 3 clusters
  Score: Raw -5891085.839578 + Penalty 3513.082786 = -5887572.756792
  nChanged 4
		SP:Iteration 34Q (14799.680000 sec): 3 clusters
  Score: Raw -5891087.174399 + Penalty 3513.082786 = -5887574.091614
  nChanged 1
		SP:Iteration 35Q (14799.770000 sec): 3 clusters
  Score: Raw -5891087.619365 + Penalty 3513.082786 = -5887574.536579
  nChanged 2
		SP:Iteration 36Q (14799.860000 sec): 3 clusters
  Score: Raw -5891088.596927 + Penalty 3513.082786 = -5887575.514141
  nChanged 2
		SP:Iteration 37Q (14799.950000 sec): 3 clusters
  Score: Raw -5891089.224628 + Penalty 3513.082786 = -5887576.141842
  nChanged 0
		SP:Iteration 38F (14800.090000 sec): 3 clusters
  Score: Raw -5891089.224628 + Penalty 3513.082786 = -5887576.141842
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14800.140000 sec): 2 clusters
  Score: Raw -1262770.545605 + Penalty 1511.175415 = -1261259.370189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14800.170000 sec): 3 clusters
  Score: Raw -1256553.419887 + Penalty 3022.350831 = -1253531.069057
  nChanged 4711
		SP:Iteration 1F (14800.200000 sec): 3 clusters
  Score: Raw -1259137.953168 + Penalty 3022.350831 = -1256115.602338
  nChanged 670
		SP:Iteration 2F (14800.230000 sec): 3 clusters
  Score: Raw -1259447.285905 + Penalty 3022.350831 = -1256424.935075
  nChanged 624
		SP:Iteration 3F (14800.250000 sec): 3 clusters
  Score: Raw -1259748.014679 + Penalty 3022.350831 = -1256725.663848
  nChanged 630
		SP:Iteration 4F (14800.280000 sec): 3 clusters
  Score: Raw -1260123.729510 + Penalty 3022.350831 = -1257101.378679
  nChanged 700
		SP:Iteration 5F (14800.310000 sec): 3 clusters
  Score: Raw -1260592.965286 + Penalty 3022.350831 = -1257570.614455
  nChanged 709
		SP:Iteration 6F (14800.340000 sec): 3 clusters
  Score: Raw -1261089.489825 + Penalty 3022.350831 = -1258067.138994
  nChanged 718
		SP:Iteration 7F (14800.370000 sec): 3 clusters
  Score: Raw -1261625.510606 + Penalty 3022.350831 = -1258603.159776
  nChanged 648
		SP:Iteration 8F (14800.400000 sec): 3 clusters
  Score: Raw -1262085.958043 + Penalty 3022.350831 = -1259063.607213
  nChanged 526
		SP:Iteration 9Q (14800.430000 sec): 3 clusters
  Score: Raw -1262404.373163 + Penalty 3022.350831 = -1259382.022332
  nChanged 399
		SP:Iteration 10Q (14800.450000 sec): 3 clusters
  Score: Raw -1262605.393036 + Penalty 3022.350831 = -1259583.042205
  nChanged 275
		SP:Iteration 11Q (14800.480000 sec): 3 clusters
  Score: Raw -1262733.406328 + Penalty 3022.350831 = -1259711.055497
  nChanged 183
		SP:Iteration 12Q (14800.510000 sec): 3 clusters
  Score: Raw -1262807.995777 + Penalty 3022.350831 = -1259785.644947
  nChanged 162
		SP:Iteration 13Q (14800.540000 sec): 3 clusters
  Score: Raw -1262864.267074 + Penalty 3022.350831 = -1259841.916243
  nChanged 119
		SP:Iteration 14Q (14800.570000 sec): 3 clusters
  Score: Raw -1262904.301009 + Penalty 3022.350831 = -1259881.950178
  nChanged 94
		SP:Iteration 15Q (14800.600000 sec): 3 clusters
  Score: Raw -1262934.042490 + Penalty 3022.350831 = -1259911.691659
  nChanged 69
		SP:Iteration 16Q (14800.630000 sec): 3 clusters
  Score: Raw -1262957.035899 + Penalty 3022.350831 = -1259934.685068
  nChanged 62
		SP:Iteration 17Q (14800.650000 sec): 3 clusters
  Score: Raw -1262981.933525 + Penalty 3022.350831 = -1259959.582694
  nChanged 54
		SP:Iteration 18Q (14800.680000 sec): 3 clusters
  Score: Raw -1263000.654900 + Penalty 3022.350831 = -1259978.304069
  nChanged 56
		SP:Iteration 19Q (14800.710000 sec): 3 clusters
  Score: Raw -1263019.965072 + Penalty 3022.350831 = -1259997.614241
  nChanged 48
		SP:Iteration 20F (14800.730000 sec): 3 clusters
  Score: Raw -1263036.016314 + Penalty 3022.350831 = -1260013.665484
  nChanged 39
		SP:Iteration 21Q (14800.760000 sec): 3 clusters
  Score: Raw -1263052.390825 + Penalty 3022.350831 = -1260030.039995
  nChanged 43
		SP:Iteration 22Q (14800.790000 sec): 3 clusters
  Score: Raw -1263068.021956 + Penalty 3022.350831 = -1260045.671126
  nChanged 30
		SP:Iteration 23Q (14800.820000 sec): 3 clusters
  Score: Raw -1263078.888628 + Penalty 3022.350831 = -1260056.537797
  nChanged 31
		SP:Iteration 24Q (14800.850000 sec): 3 clusters
  Score: Raw -1263087.330000 + Penalty 3022.350831 = -1260064.979170
  nChanged 23
		SP:Iteration 25Q (14800.870000 sec): 3 clusters
  Score: Raw -1263093.201017 + Penalty 3022.350831 = -1260070.850186
  nChanged 21
		SP:Iteration 26Q (14800.900000 sec): 3 clusters
  Score: Raw -1263099.453385 + Penalty 3022.350831 = -1260077.102554
  nChanged 17
		SP:Iteration 27Q (14800.930000 sec): 3 clusters
  Score: Raw -1263104.069745 + Penalty 3022.350831 = -1260081.718915
  nChanged 15
		SP:Iteration 28Q (14800.950000 sec): 3 clusters
  Score: Raw -1263108.539250 + Penalty 3022.350831 = -1260086.188419
  nChanged 13
		SP:Iteration 29Q (14800.980000 sec): 3 clusters
  Score: Raw -1263112.194061 + Penalty 3022.350831 = -1260089.843231
  nChanged 14
		SP:Iteration 30Q (14801.010000 sec): 3 clusters
  Score: Raw -1263116.300946 + Penalty 3022.350831 = -1260093.950115
  nChanged 13
		SP:Iteration 31Q (14801.030000 sec): 3 clusters
  Score: Raw -1263121.050458 + Penalty 3022.350831 = -1260098.699627
  nChanged 19
		SP:Iteration 32Q (14801.060000 sec): 3 clusters
  Score: Raw -1263125.677782 + Penalty 3022.350831 = -1260103.326951
  nChanged 8
		SP:Iteration 33Q (14801.090000 sec): 3 clusters
  Score: Raw -1263128.126855 + Penalty 3022.350831 = -1260105.776025
  nChanged 7
		SP:Iteration 34Q (14801.120000 sec): 3 clusters
  Score: Raw -1263129.663441 + Penalty 3022.350831 = -1260107.312610
  nChanged 6
		SP:Iteration 35Q (14801.140000 sec): 3 clusters
  Score: Raw -1263130.972583 + Penalty 3022.350831 = -1260108.621753
  nChanged 4
		SP:Iteration 36Q (14801.170000 sec): 3 clusters
  Score: Raw -1263132.510940 + Penalty 3022.350831 = -1260110.160109
  nChanged 7
		SP:Iteration 37Q (14801.200000 sec): 3 clusters
  Score: Raw -1263134.081474 + Penalty 3022.350831 = -1260111.730644
  nChanged 2
		SP:Iteration 38Q (14801.230000 sec): 3 clusters
  Score: Raw -1263134.456137 + Penalty 3022.350831 = -1260112.105307
  nChanged 1
		SP:Iteration 39Q (14801.250000 sec): 3 clusters
  Score: Raw -1263134.669299 + Penalty 3022.350831 = -1260112.318468
  nChanged 3
		SP:Iteration 40F (14801.280000 sec): 3 clusters
  Score: Raw -1263135.079935 + Penalty 3022.350831 = -1260112.729105
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14801.290000 sec): 2 clusters
  Score: Raw -193257.234699 + Penalty 1213.818803 = -192043.415896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14801.290000 sec): 3 clusters
  Score: Raw -192548.458404 + Penalty 2427.637606 = -190120.820797
  nChanged 601
		SP:Iteration 1F (14801.300000 sec): 3 clusters
  Score: Raw -192943.120143 + Penalty 2427.637606 = -190515.482537
  nChanged 143
		SP:Iteration 2F (14801.300000 sec): 3 clusters
  Score: Raw -193047.735333 + Penalty 2427.637606 = -190620.097726
  nChanged 90
		SP:Iteration 3F (14801.310000 sec): 3 clusters
  Score: Raw -193120.024614 + Penalty 2427.637606 = -190692.387008
  nChanged 72
		SP:Iteration 4Q (14801.310000 sec): 3 clusters
  Score: Raw -193182.123090 + Penalty 2427.637606 = -190754.485484
  nChanged 51
		SP:Iteration 5Q (14801.320000 sec): 3 clusters
  Score: Raw -193215.604418 + Penalty 2427.637606 = -190787.966811
  nChanged 31
		SP:Iteration 6Q (14801.320000 sec): 3 clusters
  Score: Raw -193238.426208 + Penalty 2427.637606 = -190810.788602
  nChanged 40
		SP:Iteration 7Q (14801.330000 sec): 3 clusters
  Score: Raw -193267.140087 + Penalty 2427.637606 = -190839.502480
  nChanged 44
		SP:Iteration 8Q (14801.330000 sec): 3 clusters
  Score: Raw -193302.092666 + Penalty 2427.637606 = -190874.455060
  nChanged 35
		SP:Iteration 9Q (14801.330000 sec): 3 clusters
  Score: Raw -193330.585086 + Penalty 2427.637606 = -190902.947480
  nChanged 30
		SP:Iteration 10Q (14801.340000 sec): 3 clusters
  Score: Raw -193357.568206 + Penalty 2427.637606 = -190929.930599
  nChanged 33
		SP:Iteration 11Q (14801.340000 sec): 3 clusters
  Score: Raw -193403.149355 + Penalty 2427.637606 = -190975.511749
  nChanged 34
		SP:Iteration 12Q (14801.350000 sec): 3 clusters
  Score: Raw -193440.384347 + Penalty 2427.637606 = -191012.746741
  nChanged 27
		SP:Iteration 13Q (14801.350000 sec): 3 clusters
  Score: Raw -193470.737298 + Penalty 2427.637606 = -191043.099692
  nChanged 36
		SP:Iteration 14Q (14801.350000 sec): 3 clusters
  Score: Raw -193503.683383 + Penalty 2427.637606 = -191076.045777
  nChanged 29
		SP:Iteration 15Q (14801.360000 sec): 3 clusters
  Score: Raw -193523.566209 + Penalty 2427.637606 = -191095.928603
  nChanged 27
		SP:Iteration 16Q (14801.360000 sec): 3 clusters
  Score: Raw -193542.569664 + Penalty 2427.637606 = -191114.932058
  nChanged 23
		SP:Iteration 17Q (14801.370000 sec): 3 clusters
  Score: Raw -193556.346780 + Penalty 2427.637606 = -191128.709174
  nChanged 22
		SP:Iteration 18Q (14801.370000 sec): 3 clusters
  Score: Raw -193571.083568 + Penalty 2427.637606 = -191143.445962
  nChanged 13
		SP:Iteration 19Q (14801.370000 sec): 3 clusters
  Score: Raw -193579.991758 + Penalty 2427.637606 = -191152.354152
  nChanged 16
		SP:Iteration 20F (14801.380000 sec): 3 clusters
  Score: Raw -193589.412701 + Penalty 2427.637606 = -191161.775095
  nChanged 14
		SP:Iteration 21Q (14801.390000 sec): 3 clusters
  Score: Raw -193601.902500 + Penalty 2427.637606 = -191174.264894
  nChanged 19
		SP:Iteration 22Q (14801.390000 sec): 3 clusters
  Score: Raw -193619.499414 + Penalty 2427.637606 = -191191.861808
  nChanged 15
		SP:Iteration 23Q (14801.390000 sec): 3 clusters
  Score: Raw -193631.915702 + Penalty 2427.637606 = -191204.278096
  nChanged 17
		SP:Iteration 24Q (14801.400000 sec): 3 clusters
  Score: Raw -193646.051197 + Penalty 2427.637606 = -191218.413590
  nChanged 12
		SP:Iteration 25Q (14801.400000 sec): 3 clusters
  Score: Raw -193655.751996 + Penalty 2427.637606 = -191228.114390
  nChanged 19
		SP:Iteration 26Q (14801.410000 sec): 3 clusters
  Score: Raw -193675.218314 + Penalty 2427.637606 = -191247.580708
  nChanged 19
		SP:Iteration 27Q (14801.410000 sec): 3 clusters
  Score: Raw -193695.234030 + Penalty 2427.637606 = -191267.596424
  nChanged 22
		SP:Iteration 28Q (14801.410000 sec): 3 clusters
  Score: Raw -193708.033472 + Penalty 2427.637606 = -191280.395866
  nChanged 15
		SP:Iteration 29Q (14801.420000 sec): 3 clusters
  Score: Raw -193725.066396 + Penalty 2427.637606 = -191297.428789
  nChanged 19
		SP:Iteration 30Q (14801.420000 sec): 3 clusters
  Score: Raw -193737.979399 + Penalty 2427.637606 = -191310.341793
  nChanged 17
		SP:Iteration 31Q (14801.430000 sec): 3 clusters
  Score: Raw -193755.493519 + Penalty 2427.637606 = -191327.855913
  nChanged 24
		SP:Iteration 32Q (14801.430000 sec): 3 clusters
  Score: Raw -193779.264064 + Penalty 2427.637606 = -191351.626458
  nChanged 21
		SP:Iteration 33Q (14801.430000 sec): 3 clusters
  Score: Raw -193793.745918 + Penalty 2427.637606 = -191366.108312
  nChanged 14
		SP:Iteration 34Q (14801.440000 sec): 3 clusters
  Score: Raw -193802.526271 + Penalty 2427.637606 = -191374.888664
  nChanged 17
		SP:Iteration 35Q (14801.440000 sec): 3 clusters
  Score: Raw -193811.753822 + Penalty 2427.637606 = -191384.116216
  nChanged 15
		SP:Iteration 36Q (14801.450000 sec): 3 clusters
  Score: Raw -193819.451462 + Penalty 2427.637606 = -191391.813856
  nChanged 20
		SP:Iteration 37Q (14801.450000 sec): 3 clusters
  Score: Raw -193841.820086 + Penalty 2427.637606 = -191414.182480
  nChanged 30
		SP:Iteration 38Q (14801.450000 sec): 3 clusters
  Score: Raw -193866.450409 + Penalty 2427.637606 = -191438.812803
  nChanged 24
		SP:Iteration 39Q (14801.460000 sec): 3 clusters
  Score: Raw -193883.045524 + Penalty 2427.637606 = -191455.407917
  nChanged 22
		SP:Iteration 40F (14801.460000 sec): 3 clusters
  Score: Raw -193897.424664 + Penalty 2427.637606 = -191469.787058
  nChanged 11
		SP:Iteration 41Q (14801.470000 sec): 3 clusters
  Score: Raw -193906.025118 + Penalty 2427.637606 = -191478.387512
  nChanged 16
		SP:Iteration 42Q (14801.470000 sec): 3 clusters
  Score: Raw -193917.848835 + Penalty 2427.637606 = -191490.211229
  nChanged 10
		SP:Iteration 43Q (14801.470000 sec): 3 clusters
  Score: Raw -193925.698483 + Penalty 2427.637606 = -191498.060876
  nChanged 7
		SP:Iteration 44Q (14801.480000 sec): 3 clusters
  Score: Raw -193930.383573 + Penalty 2427.637606 = -191502.745967
  nChanged 8
		SP:Iteration 45Q (14801.480000 sec): 3 clusters
  Score: Raw -193935.832300 + Penalty 2427.637606 = -191508.194694
  nChanged 9
		SP:Iteration 46Q (14801.490000 sec): 3 clusters
  Score: Raw -193940.842372 + Penalty 2427.637606 = -191513.204766
  nChanged 4
		SP:Iteration 47Q (14801.490000 sec): 3 clusters
  Score: Raw -193943.276284 + Penalty 2427.637606 = -191515.638678
  nChanged 4
		SP:Iteration 48Q (14801.490000 sec): 3 clusters
  Score: Raw -193944.886679 + Penalty 2427.637606 = -191517.249072
  nChanged 2
		SP:Iteration 49Q (14801.490000 sec): 3 clusters
  Score: Raw -193945.288470 + Penalty 2427.637606 = -191517.650864
  nChanged 0
		SP:Iteration 50F (14801.500000 sec): 3 clusters
  Score: Raw -193945.288470 + Penalty 2427.637606 = -191517.650864
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (26421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14801.580000 sec): 2 clusters
  Score: Raw -3056400.061784 + Penalty 1654.561094 = -3054745.500690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14801.650000 sec): 3 clusters
  Score: Raw -3040190.713098 + Penalty 3309.122189 = -3036881.590909
  nChanged 12166
		SP:Iteration 1F (14801.730000 sec): 3 clusters
  Score: Raw -3046954.486837 + Penalty 3309.122189 = -3043645.364649
  nChanged 1239
		SP:Iteration 2Q (14801.800000 sec): 3 clusters
  Score: Raw -3047408.645596 + Penalty 3309.122189 = -3044099.523407
  nChanged 1244
		SP:Iteration 3Q (14801.870000 sec): 3 clusters
  Score: Raw -3047885.369396 + Penalty 3309.122189 = -3044576.247208
  nChanged 1201
		SP:Iteration 4Q (14801.950000 sec): 3 clusters
  Score: Raw -3048386.608875 + Penalty 3309.122189 = -3045077.486686
  nChanged 1275
		SP:Iteration 5Q (14802.020000 sec): 3 clusters
  Score: Raw -3049044.235489 + Penalty 3309.122189 = -3045735.113300
  nChanged 1402
		SP:Iteration 6F (14802.090000 sec): 3 clusters
  Score: Raw -3049823.364944 + Penalty 3309.122189 = -3046514.242755
  nChanged 1417
		SP:Iteration 7F (14802.160000 sec): 3 clusters
  Score: Raw -3050593.088463 + Penalty 3309.122189 = -3047283.966274
  nChanged 1332
		SP:Iteration 8F (14802.230000 sec): 3 clusters
  Score: Raw -3051279.852729 + Penalty 3309.122189 = -3047970.730540
  nChanged 1196
		SP:Iteration 9Q (14802.300000 sec): 3 clusters
  Score: Raw -3051918.989372 + Penalty 3309.122189 = -3048609.867183
  nChanged 1105
		SP:Iteration 10Q (14802.380000 sec): 3 clusters
  Score: Raw -3052636.434384 + Penalty 3309.122189 = -3049327.312195
  nChanged 1058
		SP:Iteration 11Q (14802.450000 sec): 3 clusters
  Score: Raw -3053407.502093 + Penalty 3309.122189 = -3050098.379904
  nChanged 991
		SP:Iteration 12Q (14802.520000 sec): 3 clusters
  Score: Raw -3054115.488527 + Penalty 3309.122189 = -3050806.366338
  nChanged 806
		SP:Iteration 13Q (14802.590000 sec): 3 clusters
  Score: Raw -3054645.335355 + Penalty 3309.122189 = -3051336.213166
  nChanged 676
		SP:Iteration 14Q (14802.660000 sec): 3 clusters
  Score: Raw -3055024.638275 + Penalty 3309.122189 = -3051715.516086
  nChanged 604
		SP:Iteration 15Q (14802.720000 sec): 3 clusters
  Score: Raw -3055342.661770 + Penalty 3309.122189 = -3052033.539582
  nChanged 533
		SP:Iteration 16Q (14802.790000 sec): 3 clusters
  Score: Raw -3055608.450151 + Penalty 3309.122189 = -3052299.327962
  nChanged 461
		SP:Iteration 17Q (14802.860000 sec): 3 clusters
  Score: Raw -3055824.990248 + Penalty 3309.122189 = -3052515.868059
  nChanged 442
		SP:Iteration 18Q (14802.920000 sec): 3 clusters
  Score: Raw -3056046.520653 + Penalty 3309.122189 = -3052737.398464
  nChanged 454
		SP:Iteration 19Q (14802.980000 sec): 3 clusters
  Score: Raw -3056295.465099 + Penalty 3309.122189 = -3052986.342910
  nChanged 439
		SP:Iteration 20F (14803.060000 sec): 3 clusters
  Score: Raw -3056574.095732 + Penalty 3309.122189 = -3053264.973543
  nChanged 387
		SP:Iteration 21Q (14803.120000 sec): 3 clusters
  Score: Raw -3056852.710576 + Penalty 3309.122189 = -3053543.588387
  nChanged 341
		SP:Iteration 22Q (14803.180000 sec): 3 clusters
  Score: Raw -3057138.475612 + Penalty 3309.122189 = -3053829.353423
  nChanged 289
		SP:Iteration 23Q (14803.230000 sec): 3 clusters
  Score: Raw -3057387.687989 + Penalty 3309.122189 = -3054078.565800
  nChanged 227
		SP:Iteration 24Q (14803.290000 sec): 3 clusters
  Score: Raw -3057532.517260 + Penalty 3309.122189 = -3054223.395071
  nChanged 169
		SP:Iteration 25Q (14803.340000 sec): 3 clusters
  Score: Raw -3057622.581253 + Penalty 3309.122189 = -3054313.459064
  nChanged 149
		SP:Iteration 26Q (14803.400000 sec): 3 clusters
  Score: Raw -3057695.473264 + Penalty 3309.122189 = -3054386.351075
  nChanged 109
		SP:Iteration 27Q (14803.460000 sec): 3 clusters
  Score: Raw -3057743.263397 + Penalty 3309.122189 = -3054434.141208
  nChanged 81
		SP:Iteration 28Q (14803.510000 sec): 3 clusters
  Score: Raw -3057775.276125 + Penalty 3309.122189 = -3054466.153936
  nChanged 67
		SP:Iteration 29Q (14803.560000 sec): 3 clusters
  Score: Raw -3057799.109537 + Penalty 3309.122189 = -3054489.987348
  nChanged 59
		SP:Iteration 30Q (14803.620000 sec): 3 clusters
  Score: Raw -3057817.352423 + Penalty 3309.122189 = -3054508.230234
  nChanged 39
		SP:Iteration 31Q (14803.670000 sec): 3 clusters
  Score: Raw -3057829.684225 + Penalty 3309.122189 = -3054520.562036
  nChanged 30
		SP:Iteration 32Q (14803.720000 sec): 3 clusters
  Score: Raw -3057839.023155 + Penalty 3309.122189 = -3054529.900966
  nChanged 22
		SP:Iteration 33Q (14803.770000 sec): 3 clusters
  Score: Raw -3057845.403998 + Penalty 3309.122189 = -3054536.281810
  nChanged 19
		SP:Iteration 34Q (14803.830000 sec): 3 clusters
  Score: Raw -3057849.272765 + Penalty 3309.122189 = -3054540.150577
  nChanged 5
		SP:Iteration 35Q (14803.880000 sec): 3 clusters
  Score: Raw -3057850.175499 + Penalty 3309.122189 = -3054541.053310
  nChanged 7
		SP:Iteration 36Q (14803.930000 sec): 3 clusters
  Score: Raw -3057851.739405 + Penalty 3309.122189 = -3054542.617216
  nChanged 7
		SP:Iteration 37Q (14803.980000 sec): 3 clusters
  Score: Raw -3057853.436065 + Penalty 3309.122189 = -3054544.313876
  nChanged 7
		SP:Iteration 38Q (14804.040000 sec): 3 clusters
  Score: Raw -3057854.821119 + Penalty 3309.122189 = -3054545.698930
  nChanged 8
		SP:Iteration 39Q (14804.090000 sec): 3 clusters
  Score: Raw -3057856.469522 + Penalty 3309.122189 = -3054547.347333
  nChanged 10
		SP:Iteration 40F (14804.160000 sec): 3 clusters
  Score: Raw -3057858.243497 + Penalty 3309.122189 = -3054549.121308
  nChanged 9
		SP:Iteration 41Q (14804.210000 sec): 3 clusters
  Score: Raw -3057860.394502 + Penalty 3309.122189 = -3054551.272313
  nChanged 11
		SP:Iteration 42Q (14804.260000 sec): 3 clusters
  Score: Raw -3057862.239297 + Penalty 3309.122189 = -3054553.117109
  nChanged 10
		SP:Iteration 43Q (14804.320000 sec): 3 clusters
  Score: Raw -3057863.869959 + Penalty 3309.122189 = -3054554.747770
  nChanged 11
		SP:Iteration 44Q (14804.370000 sec): 3 clusters
  Score: Raw -3057865.769676 + Penalty 3309.122189 = -3054556.647487
  nChanged 8
		SP:Iteration 45Q (14804.420000 sec): 3 clusters
  Score: Raw -3057866.698079 + Penalty 3309.122189 = -3054557.575890
  nChanged 5
		SP:Iteration 46Q (14804.480000 sec): 3 clusters
  Score: Raw -3057867.552074 + Penalty 3309.122189 = -3054558.429885
  nChanged 7
		SP:Iteration 47Q (14804.530000 sec): 3 clusters
  Score: Raw -3057868.674929 + Penalty 3309.122189 = -3054559.552740
  nChanged 3
		SP:Iteration 48Q (14804.580000 sec): 3 clusters
  Score: Raw -3057869.234730 + Penalty 3309.122189 = -3054560.112541
  nChanged 5
		SP:Iteration 49Q (14804.630000 sec): 3 clusters
  Score: Raw -3057870.003885 + Penalty 3309.122189 = -3054560.881696
  nChanged 3
		SP:Iteration 50Q (14804.680000 sec): 3 clusters
  Score: Raw -3057870.313500 + Penalty 3309.122189 = -3054561.191311
  nChanged 2
		SP:Iteration 51Q (14804.740000 sec): 3 clusters
  Score: Raw -3057870.557350 + Penalty 3309.122189 = -3054561.435161
  nChanged 0
		SP:Iteration 52F (14804.810000 sec): 3 clusters
  Score: Raw -3057870.557350 + Penalty 3309.122189 = -3054561.435161
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14804.860000 sec): 2 clusters
  Score: Raw -1469051.952175 + Penalty 1547.516484 = -1467504.435690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14804.890000 sec): 3 clusters
  Score: Raw -1461088.966113 + Penalty 3095.032968 = -1457993.933145
  nChanged 6057
		SP:Iteration 1F (14804.930000 sec): 3 clusters
  Score: Raw -1464670.925144 + Penalty 3095.032968 = -1461575.892176
  nChanged 993
		SP:Iteration 2F (14804.960000 sec): 3 clusters
  Score: Raw -1465367.436797 + Penalty 3095.032968 = -1462272.403829
  nChanged 1018
		SP:Iteration 3F (14805.000000 sec): 3 clusters
  Score: Raw -1466147.691203 + Penalty 3095.032968 = -1463052.658235
  nChanged 990
		SP:Iteration 4F (14805.040000 sec): 3 clusters
  Score: Raw -1466876.865439 + Penalty 3095.032968 = -1463781.832470
  nChanged 891
		SP:Iteration 5F (14805.070000 sec): 3 clusters
  Score: Raw -1467473.872285 + Penalty 3095.032968 = -1464378.839316
  nChanged 750
		SP:Iteration 6F (14805.110000 sec): 3 clusters
  Score: Raw -1467909.684638 + Penalty 3095.032968 = -1464814.651670
  nChanged 578
		SP:Iteration 7Q (14805.140000 sec): 3 clusters
  Score: Raw -1468178.615206 + Penalty 3095.032968 = -1465083.582237
  nChanged 436
		SP:Iteration 8Q (14805.180000 sec): 3 clusters
  Score: Raw -1468348.308473 + Penalty 3095.032968 = -1465253.275504
  nChanged 331
		SP:Iteration 9Q (14805.220000 sec): 3 clusters
  Score: Raw -1468456.049412 + Penalty 3095.032968 = -1465361.016444
  nChanged 231
		SP:Iteration 10Q (14805.250000 sec): 3 clusters
  Score: Raw -1468513.608891 + Penalty 3095.032968 = -1465418.575923
  nChanged 194
		SP:Iteration 11Q (14805.290000 sec): 3 clusters
  Score: Raw -1468555.558610 + Penalty 3095.032968 = -1465460.525642
  nChanged 146
		SP:Iteration 12Q (14805.320000 sec): 3 clusters
  Score: Raw -1468587.319172 + Penalty 3095.032968 = -1465492.286204
  nChanged 134
		SP:Iteration 13Q (14805.360000 sec): 3 clusters
  Score: Raw -1468612.021535 + Penalty 3095.032968 = -1465516.988567
  nChanged 110
		SP:Iteration 14Q (14805.400000 sec): 3 clusters
  Score: Raw -1468631.988795 + Penalty 3095.032968 = -1465536.955827
  nChanged 107
		SP:Iteration 15Q (14805.430000 sec): 3 clusters
  Score: Raw -1468650.313037 + Penalty 3095.032968 = -1465555.280069
  nChanged 103
		SP:Iteration 16Q (14805.470000 sec): 3 clusters
  Score: Raw -1468669.143321 + Penalty 3095.032968 = -1465574.110353
  nChanged 115
		SP:Iteration 17Q (14805.500000 sec): 3 clusters
  Score: Raw -1468688.045656 + Penalty 3095.032968 = -1465593.012688
  nChanged 95
		SP:Iteration 18Q (14805.540000 sec): 3 clusters
  Score: Raw -1468703.224218 + Penalty 3095.032968 = -1465608.191249
  nChanged 88
		SP:Iteration 19Q (14805.580000 sec): 3 clusters
  Score: Raw -1468716.118094 + Penalty 3095.032968 = -1465621.085125
  nChanged 82
		SP:Iteration 20F (14805.610000 sec): 3 clusters
  Score: Raw -1468728.684381 + Penalty 3095.032968 = -1465633.651413
  nChanged 84
		SP:Iteration 21Q (14805.650000 sec): 3 clusters
  Score: Raw -1468739.978086 + Penalty 3095.032968 = -1465644.945117
  nChanged 67
		SP:Iteration 22Q (14805.680000 sec): 3 clusters
  Score: Raw -1468750.095817 + Penalty 3095.032968 = -1465655.062849
  nChanged 69
		SP:Iteration 23Q (14805.720000 sec): 3 clusters
  Score: Raw -1468758.348406 + Penalty 3095.032968 = -1465663.315438
  nChanged 52
		SP:Iteration 24Q (14805.750000 sec): 3 clusters
  Score: Raw -1468765.327478 + Penalty 3095.032968 = -1465670.294510
  nChanged 58
		SP:Iteration 25Q (14805.790000 sec): 3 clusters
  Score: Raw -1468772.844422 + Penalty 3095.032968 = -1465677.811454
  nChanged 66
		SP:Iteration 26Q (14805.820000 sec): 3 clusters
  Score: Raw -1468782.891988 + Penalty 3095.032968 = -1465687.859020
  nChanged 49
		SP:Iteration 27Q (14805.860000 sec): 3 clusters
  Score: Raw -1468790.695499 + Penalty 3095.032968 = -1465695.662530
  nChanged 60
		SP:Iteration 28Q (14805.900000 sec): 3 clusters
  Score: Raw -1468799.946879 + Penalty 3095.032968 = -1465704.913911
  nChanged 62
		SP:Iteration 29Q (14805.930000 sec): 3 clusters
  Score: Raw -1468808.551432 + Penalty 3095.032968 = -1465713.518464
  nChanged 51
		SP:Iteration 30Q (14805.970000 sec): 3 clusters
  Score: Raw -1468815.241870 + Penalty 3095.032968 = -1465720.208902
  nChanged 60
		SP:Iteration 31Q (14806.000000 sec): 3 clusters
  Score: Raw -1468823.245133 + Penalty 3095.032968 = -1465728.212164
  nChanged 66
		SP:Iteration 32Q (14806.040000 sec): 3 clusters
  Score: Raw -1468833.744825 + Penalty 3095.032968 = -1465738.711856
  nChanged 84
		SP:Iteration 33Q (14806.080000 sec): 3 clusters
  Score: Raw -1468849.966143 + Penalty 3095.032968 = -1465754.933175
  nChanged 84
		SP:Iteration 34Q (14806.110000 sec): 3 clusters
  Score: Raw -1468868.350997 + Penalty 3095.032968 = -1465773.318029
  nChanged 98
		SP:Iteration 35Q (14806.150000 sec): 3 clusters
  Score: Raw -1468889.439970 + Penalty 3095.032968 = -1465794.407001
  nChanged 106
		SP:Iteration 36Q (14806.180000 sec): 3 clusters
  Score: Raw -1468913.641903 + Penalty 3095.032968 = -1465818.608935
  nChanged 118
		SP:Iteration 37Q (14806.220000 sec): 3 clusters
  Score: Raw -1468937.824374 + Penalty 3095.032968 = -1465842.791406
  nChanged 109
		SP:Iteration 38Q (14806.260000 sec): 3 clusters
  Score: Raw -1468963.210981 + Penalty 3095.032968 = -1465868.178013
  nChanged 127
		SP:Iteration 39Q (14806.290000 sec): 3 clusters
  Score: Raw -1468989.406629 + Penalty 3095.032968 = -1465894.373661
  nChanged 131
		SP:Iteration 40F (14806.330000 sec): 3 clusters
  Score: Raw -1469019.033064 + Penalty 3095.032968 = -1465924.000095
  nChanged 137
		SP:Iteration 41Q (14806.360000 sec): 3 clusters
  Score: Raw -1469053.285894 + Penalty 3095.032968 = -1465958.252925
  nChanged 165
		SP:Iteration 42Q (14806.400000 sec): 3 clusters
  Score: Raw -1469095.483439 + Penalty 3095.032968 = -1466000.450471
  nChanged 157
		SP:Iteration 43Q (14806.440000 sec): 3 clusters
  Score: Raw -1469136.607634 + Penalty 3095.032968 = -1466041.574666
  nChanged 169
		SP:Iteration 44Q (14806.470000 sec): 3 clusters
  Score: Raw -1469183.903906 + Penalty 3095.032968 = -1466088.870938
  nChanged 168
		SP:Iteration 45Q (14806.510000 sec): 3 clusters
  Score: Raw -1469230.881565 + Penalty 3095.032968 = -1466135.848597
  nChanged 163
		SP:Iteration 46Q (14806.540000 sec): 3 clusters
  Score: Raw -1469277.945546 + Penalty 3095.032968 = -1466182.912578
  nChanged 160
		SP:Iteration 47Q (14806.580000 sec): 3 clusters
  Score: Raw -1469328.389831 + Penalty 3095.032968 = -1466233.356863
  nChanged 138
		SP:Iteration 48Q (14806.610000 sec): 3 clusters
  Score: Raw -1469371.992080 + Penalty 3095.032968 = -1466276.959112
  nChanged 149
		SP:Iteration 49Q (14806.650000 sec): 3 clusters
  Score: Raw -1469414.790721 + Penalty 3095.032968 = -1466319.757753
  nChanged 150
		SP:Iteration 50Q (14806.680000 sec): 3 clusters
  Score: Raw -1469463.114280 + Penalty 3095.032968 = -1466368.081311
  nChanged 148
		SP:Iteration 51Q (14806.720000 sec): 3 clusters
  Score: Raw -1469514.450686 + Penalty 3095.032968 = -1466419.417718
  nChanged 142
		SP:Iteration 52Q (14806.750000 sec): 3 clusters
  Score: Raw -1469561.434883 + Penalty 3095.032968 = -1466466.401915
  nChanged 136
		SP:Iteration 53Q (14806.780000 sec): 3 clusters
  Score: Raw -1469599.267004 + Penalty 3095.032968 = -1466504.234036
  nChanged 124
		SP:Iteration 54Q (14806.820000 sec): 3 clusters
  Score: Raw -1469635.214841 + Penalty 3095.032968 = -1466540.181873
  nChanged 106
		SP:Iteration 55Q (14806.850000 sec): 3 clusters
  Score: Raw -1469667.795375 + Penalty 3095.032968 = -1466572.762406
  nChanged 97
		SP:Iteration 56Q (14806.880000 sec): 3 clusters
  Score: Raw -1469690.398121 + Penalty 3095.032968 = -1466595.365153
  nChanged 79
		SP:Iteration 57Q (14806.920000 sec): 3 clusters
  Score: Raw -1469710.091915 + Penalty 3095.032968 = -1466615.058946
  nChanged 70
		SP:Iteration 58Q (14806.950000 sec): 3 clusters
  Score: Raw -1469727.886066 + Penalty 3095.032968 = -1466632.853097
  nChanged 64
		SP:Iteration 59Q (14806.990000 sec): 3 clusters
  Score: Raw -1469750.259894 + Penalty 3095.032968 = -1466655.226926
  nChanged 62
		SP:Iteration 60F (14807.020000 sec): 3 clusters
  Score: Raw -1469769.872701 + Penalty 3095.032968 = -1466674.839733
  nChanged 53
		SP:Iteration 61Q (14807.060000 sec): 3 clusters
  Score: Raw -1469786.231047 + Penalty 3095.032968 = -1466691.198078
  nChanged 47
		SP:Iteration 62Q (14807.090000 sec): 3 clusters
  Score: Raw -1469798.513502 + Penalty 3095.032968 = -1466703.480533
  nChanged 56
		SP:Iteration 63Q (14807.120000 sec): 3 clusters
  Score: Raw -1469812.071589 + Penalty 3095.032968 = -1466717.038621
  nChanged 45
		SP:Iteration 64Q (14807.160000 sec): 3 clusters
  Score: Raw -1469824.581329 + Penalty 3095.032968 = -1466729.548361
  nChanged 51
		SP:Iteration 65Q (14807.190000 sec): 3 clusters
  Score: Raw -1469838.819484 + Penalty 3095.032968 = -1466743.786516
  nChanged 47
		SP:Iteration 66Q (14807.220000 sec): 3 clusters
  Score: Raw -1469850.480001 + Penalty 3095.032968 = -1466755.447033
  nChanged 53
		SP:Iteration 67Q (14807.250000 sec): 3 clusters
  Score: Raw -1469865.975340 + Penalty 3095.032968 = -1466770.942371
  nChanged 49
		SP:Iteration 68Q (14807.280000 sec): 3 clusters
  Score: Raw -1469879.869617 + Penalty 3095.032968 = -1466784.836649
  nChanged 37
		SP:Iteration 69Q (14807.320000 sec): 3 clusters
  Score: Raw -1469891.030146 + Penalty 3095.032968 = -1466795.997177
  nChanged 34
		SP:Iteration 70Q (14807.340000 sec): 3 clusters
  Score: Raw -1469898.995356 + Penalty 3095.032968 = -1466803.962388
  nChanged 34
		SP:Iteration 71Q (14807.380000 sec): 3 clusters
  Score: Raw -1469906.010968 + Penalty 3095.032968 = -1466810.978000
  nChanged 28
		SP:Iteration 72Q (14807.410000 sec): 3 clusters
  Score: Raw -1469912.358213 + Penalty 3095.032968 = -1466817.325245
  nChanged 24
		SP:Iteration 73Q (14807.440000 sec): 3 clusters
  Score: Raw -1469918.663648 + Penalty 3095.032968 = -1466823.630679
  nChanged 20
		SP:Iteration 74Q (14807.470000 sec): 3 clusters
  Score: Raw -1469923.483283 + Penalty 3095.032968 = -1466828.450314
  nChanged 16
		SP:Iteration 75Q (14807.500000 sec): 3 clusters
  Score: Raw -1469926.618022 + Penalty 3095.032968 = -1466831.585053
  nChanged 12
		SP:Iteration 76Q (14807.540000 sec): 3 clusters
  Score: Raw -1469930.594332 + Penalty 3095.032968 = -1466835.561364
  nChanged 18
		SP:Iteration 77Q (14807.560000 sec): 3 clusters
  Score: Raw -1469936.874196 + Penalty 3095.032968 = -1466841.841228
  nChanged 29
		SP:Iteration 78Q (14807.600000 sec): 3 clusters
  Score: Raw -1469946.424083 + Penalty 3095.032968 = -1466851.391114
  nChanged 25
		SP:Iteration 79Q (14807.630000 sec): 3 clusters
  Score: Raw -1469952.229484 + Penalty 3095.032968 = -1466857.196516
  nChanged 18
		SP:Iteration 80F (14807.660000 sec): 3 clusters
  Score: Raw -1469955.255480 + Penalty 3095.032968 = -1466860.222511
  nChanged 12
		SP:Iteration 81Q (14807.700000 sec): 3 clusters
  Score: Raw -1469956.875741 + Penalty 3095.032968 = -1466861.842773
  nChanged 6
		SP:Iteration 82Q (14807.720000 sec): 3 clusters
  Score: Raw -1469957.956527 + Penalty 3095.032968 = -1466862.923559
  nChanged 5
		SP:Iteration 83Q (14807.760000 sec): 3 clusters
  Score: Raw -1469959.177623 + Penalty 3095.032968 = -1466864.144655
  nChanged 6
		SP:Iteration 84Q (14807.790000 sec): 3 clusters
  Score: Raw -1469960.108394 + Penalty 3095.032968 = -1466865.075425
  nChanged 3
		SP:Iteration 85Q (14807.820000 sec): 3 clusters
  Score: Raw -1469960.621647 + Penalty 3095.032968 = -1466865.588679
  nChanged 3
		SP:Iteration 86Q (14807.850000 sec): 3 clusters
  Score: Raw -1469961.208848 + Penalty 3095.032968 = -1466866.175880
  nChanged 1
		SP:Iteration 87Q (14807.880000 sec): 3 clusters
  Score: Raw -1469961.293232 + Penalty 3095.032968 = -1466866.260264
  nChanged 1
		SP:Iteration 88Q (14807.910000 sec): 3 clusters
  Score: Raw -1469961.371061 + Penalty 3095.032968 = -1466866.338093
  nChanged 1
		SP:Iteration 89Q (14807.940000 sec): 3 clusters
  Score: Raw -1469961.504555 + Penalty 3095.032968 = -1466866.471587
  nChanged 0
		SP:Iteration 90F (14807.980000 sec): 3 clusters
  Score: Raw -1469961.504555 + Penalty 3095.032968 = -1466866.471587
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14808.020000 sec): 2 clusters
  Score: Raw -1577208.382886 + Penalty 1548.547181 = -1575659.835705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14808.060000 sec): 3 clusters
  Score: Raw -1569141.838737 + Penalty 3097.094361 = -1566044.744376
  nChanged 6094
		SP:Iteration 1F (14808.090000 sec): 3 clusters
  Score: Raw -1572465.783842 + Penalty 3097.094361 = -1569368.689480
  nChanged 798
		SP:Iteration 2F (14808.130000 sec): 3 clusters
  Score: Raw -1572811.888071 + Penalty 3097.094361 = -1569714.793710
  nChanged 815
		SP:Iteration 3F (14808.160000 sec): 3 clusters
  Score: Raw -1573217.181430 + Penalty 3097.094361 = -1570120.087069
  nChanged 864
		SP:Iteration 4F (14808.200000 sec): 3 clusters
  Score: Raw -1573719.047753 + Penalty 3097.094361 = -1570621.953392
  nChanged 889
		SP:Iteration 5F (14808.240000 sec): 3 clusters
  Score: Raw -1574295.690807 + Penalty 3097.094361 = -1571198.596446
  nChanged 900
		SP:Iteration 6F (14808.270000 sec): 3 clusters
  Score: Raw -1574931.600545 + Penalty 3097.094361 = -1571834.506183
  nChanged 849
		SP:Iteration 7F (14808.310000 sec): 3 clusters
  Score: Raw -1575582.888339 + Penalty 3097.094361 = -1572485.793978
  nChanged 718
		SP:Iteration 8F (14808.340000 sec): 3 clusters
  Score: Raw -1576140.361097 + Penalty 3097.094361 = -1573043.266736
  nChanged 536
		SP:Iteration 9Q (14808.380000 sec): 3 clusters
  Score: Raw -1576548.134724 + Penalty 3097.094361 = -1573451.040363
  nChanged 388
		SP:Iteration 10Q (14808.420000 sec): 3 clusters
  Score: Raw -1576825.562155 + Penalty 3097.094361 = -1573728.467794
  nChanged 255
		SP:Iteration 11Q (14808.460000 sec): 3 clusters
  Score: Raw -1577005.220795 + Penalty 3097.094361 = -1573908.126433
  nChanged 174
		SP:Iteration 12Q (14808.490000 sec): 3 clusters
  Score: Raw -1577128.841082 + Penalty 3097.094361 = -1574031.746721
  nChanged 130
		SP:Iteration 13Q (14808.520000 sec): 3 clusters
  Score: Raw -1577223.733181 + Penalty 3097.094361 = -1574126.638820
  nChanged 92
		SP:Iteration 14Q (14808.560000 sec): 3 clusters
  Score: Raw -1577291.748019 + Penalty 3097.094361 = -1574194.653658
  nChanged 64
		SP:Iteration 15Q (14808.590000 sec): 3 clusters
  Score: Raw -1577338.409553 + Penalty 3097.094361 = -1574241.315192
  nChanged 38
		SP:Iteration 16Q (14808.620000 sec): 3 clusters
  Score: Raw -1577371.304281 + Penalty 3097.094361 = -1574274.209919
  nChanged 30
		SP:Iteration 17Q (14808.660000 sec): 3 clusters
  Score: Raw -1577394.560678 + Penalty 3097.094361 = -1574297.466317
  nChanged 20
		SP:Iteration 18Q (14808.680000 sec): 3 clusters
  Score: Raw -1577409.714690 + Penalty 3097.094361 = -1574312.620329
  nChanged 13
		SP:Iteration 19Q (14808.710000 sec): 3 clusters
  Score: Raw -1577419.201199 + Penalty 3097.094361 = -1574322.106837
  nChanged 6
		SP:Iteration 20F (14808.750000 sec): 3 clusters
  Score: Raw -1577423.110910 + Penalty 3097.094361 = -1574326.016548
  nChanged 8
		SP:Iteration 21Q (14808.780000 sec): 3 clusters
  Score: Raw -1577429.329511 + Penalty 3097.094361 = -1574332.235149
  nChanged 10
		SP:Iteration 22Q (14808.810000 sec): 3 clusters
  Score: Raw -1577438.263326 + Penalty 3097.094361 = -1574341.168965
  nChanged 10
		SP:Iteration 23Q (14808.840000 sec): 3 clusters
  Score: Raw -1577444.961727 + Penalty 3097.094361 = -1574347.867366
  nChanged 10
		SP:Iteration 24Q (14808.860000 sec): 3 clusters
  Score: Raw -1577450.017251 + Penalty 3097.094361 = -1574352.922890
  nChanged 5
		SP:Iteration 25Q (14808.890000 sec): 3 clusters
  Score: Raw -1577453.468871 + Penalty 3097.094361 = -1574356.374510
  nChanged 2
		SP:Iteration 26Q (14808.920000 sec): 3 clusters
  Score: Raw -1577454.233209 + Penalty 3097.094361 = -1574357.138847
  nChanged 0
		SP:Iteration 27F (14808.960000 sec): 3 clusters
  Score: Raw -1577454.233209 + Penalty 3097.094361 = -1574357.138847
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14808.970000 sec): 2 clusters
  Score: Raw -120947.342574 + Penalty 1130.593323 = -119816.749251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14808.970000 sec): 3 clusters
  Score: Raw -120640.769173 + Penalty 2261.186646 = -118379.582527
  nChanged 303
		SP:Iteration 1F (14808.970000 sec): 3 clusters
  Score: Raw -120920.781721 + Penalty 2261.186646 = -118659.595076
  nChanged 72
		SP:Iteration 2F (14808.980000 sec): 3 clusters
  Score: Raw -120987.180138 + Penalty 2261.186646 = -118725.993492
  nChanged 40
		SP:Iteration 3Q (14808.980000 sec): 3 clusters
  Score: Raw -121024.904993 + Penalty 2261.186646 = -118763.718347
  nChanged 23
		SP:Iteration 4Q (14808.980000 sec): 3 clusters
  Score: Raw -121046.484429 + Penalty 2261.186646 = -118785.297783
  nChanged 13
		SP:Iteration 5Q (14808.980000 sec): 3 clusters
  Score: Raw -121058.027609 + Penalty 2261.186646 = -118796.840964
  nChanged 10
		SP:Iteration 6Q (14808.990000 sec): 3 clusters
  Score: Raw -121064.919926 + Penalty 2261.186646 = -118803.733281
  nChanged 8
		SP:Iteration 7Q (14808.990000 sec): 3 clusters
  Score: Raw -121070.523082 + Penalty 2261.186646 = -118809.336437
  nChanged 7
		SP:Iteration 8Q (14808.990000 sec): 3 clusters
  Score: Raw -121075.984731 + Penalty 2261.186646 = -118814.798086
  nChanged 4
		SP:Iteration 9Q (14809.000000 sec): 3 clusters
  Score: Raw -121079.250012 + Penalty 2261.186646 = -118818.063367
  nChanged 6
		SP:Iteration 10Q (14809.000000 sec): 3 clusters
  Score: Raw -121083.594622 + Penalty 2261.186646 = -118822.407976
  nChanged 6
		SP:Iteration 11Q (14809.000000 sec): 3 clusters
  Score: Raw -121091.064883 + Penalty 2261.186646 = -118829.878238
  nChanged 6
		SP:Iteration 12Q (14809.000000 sec): 3 clusters
  Score: Raw -121096.186917 + Penalty 2261.186646 = -118835.000271
  nChanged 3
		SP:Iteration 13Q (14809.000000 sec): 3 clusters
  Score: Raw -121098.598741 + Penalty 2261.186646 = -118837.412095
  nChanged 4
		SP:Iteration 14Q (14809.010000 sec): 3 clusters
  Score: Raw -121103.328094 + Penalty 2261.186646 = -118842.141449
  nChanged 3
		SP:Iteration 15Q (14809.010000 sec): 3 clusters
  Score: Raw -121105.633149 + Penalty 2261.186646 = -118844.446503
  nChanged 5
		SP:Iteration 16Q (14809.010000 sec): 3 clusters
  Score: Raw -121110.694352 + Penalty 2261.186646 = -118849.507706
  nChanged 4
		SP:Iteration 17Q (14809.020000 sec): 3 clusters
  Score: Raw -121113.127628 + Penalty 2261.186646 = -118851.940982
  nChanged 1
		SP:Iteration 18Q (14809.020000 sec): 3 clusters
  Score: Raw -121113.721532 + Penalty 2261.186646 = -118852.534886
  nChanged 0
		SP:Iteration 19F (14809.020000 sec): 3 clusters
  Score: Raw -121113.721532 + Penalty 2261.186646 = -118852.534886
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14809.080000 sec): 2 clusters
  Score: Raw -2365504.631716 + Penalty 1614.254079 = -2363890.377637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14809.140000 sec): 3 clusters
  Score: Raw -2353215.394871 + Penalty 3228.508159 = -2349986.886712
  nChanged 9318
		SP:Iteration 1F (14809.200000 sec): 3 clusters
  Score: Raw -2358417.457033 + Penalty 3228.508159 = -2355188.948874
  nChanged 1220
		SP:Iteration 2F (14809.250000 sec): 3 clusters
  Score: Raw -2358999.152122 + Penalty 3228.508159 = -2355770.643963
  nChanged 1219
		SP:Iteration 3F (14809.310000 sec): 3 clusters
  Score: Raw -2359633.958343 + Penalty 3228.508159 = -2356405.450185
  nChanged 1252
		SP:Iteration 4F (14809.360000 sec): 3 clusters
  Score: Raw -2360289.746320 + Penalty 3228.508159 = -2357061.238162
  nChanged 1210
		SP:Iteration 5F (14809.420000 sec): 3 clusters
  Score: Raw -2360876.184330 + Penalty 3228.508159 = -2357647.676171
  nChanged 1010
		SP:Iteration 6Q (14809.480000 sec): 3 clusters
  Score: Raw -2361328.782236 + Penalty 3228.508159 = -2358100.274077
  nChanged 868
		SP:Iteration 7Q (14809.530000 sec): 3 clusters
  Score: Raw -2361663.553796 + Penalty 3228.508159 = -2358435.045637
  nChanged 691
		SP:Iteration 8Q (14809.590000 sec): 3 clusters
  Score: Raw -2361876.953929 + Penalty 3228.508159 = -2358648.445770
  nChanged 545
		SP:Iteration 9Q (14809.640000 sec): 3 clusters
  Score: Raw -2362018.349523 + Penalty 3228.508159 = -2358789.841364
  nChanged 435
		SP:Iteration 10Q (14809.700000 sec): 3 clusters
  Score: Raw -2362118.637907 + Penalty 3228.508159 = -2358890.129748
  nChanged 388
		SP:Iteration 11Q (14809.760000 sec): 3 clusters
  Score: Raw -2362211.791447 + Penalty 3228.508159 = -2358983.283289
  nChanged 387
		SP:Iteration 12Q (14809.820000 sec): 3 clusters
  Score: Raw -2362317.453122 + Penalty 3228.508159 = -2359088.944964
  nChanged 413
		SP:Iteration 13Q (14809.870000 sec): 3 clusters
  Score: Raw -2362434.213152 + Penalty 3228.508159 = -2359205.704994
  nChanged 414
		SP:Iteration 14Q (14809.930000 sec): 3 clusters
  Score: Raw -2362556.649351 + Penalty 3228.508159 = -2359328.141192
  nChanged 465
		SP:Iteration 15Q (14809.980000 sec): 3 clusters
  Score: Raw -2362718.696425 + Penalty 3228.508159 = -2359490.188266
  nChanged 522
		SP:Iteration 16Q (14810.040000 sec): 3 clusters
  Score: Raw -2362936.275711 + Penalty 3228.508159 = -2359707.767552
  nChanged 585
		SP:Iteration 17Q (14810.100000 sec): 3 clusters
  Score: Raw -2363202.064927 + Penalty 3228.508159 = -2359973.556768
  nChanged 650
		SP:Iteration 18Q (14810.160000 sec): 3 clusters
  Score: Raw -2363554.727306 + Penalty 3228.508159 = -2360326.219148
  nChanged 665
		SP:Iteration 19Q (14810.210000 sec): 3 clusters
  Score: Raw -2363951.278934 + Penalty 3228.508159 = -2360722.770775
  nChanged 607
		SP:Iteration 20F (14810.270000 sec): 3 clusters
  Score: Raw -2364336.637470 + Penalty 3228.508159 = -2361108.129311
  nChanged 554
		SP:Iteration 21Q (14810.320000 sec): 3 clusters
  Score: Raw -2364713.068352 + Penalty 3228.508159 = -2361484.560193
  nChanged 456
		SP:Iteration 22Q (14810.380000 sec): 3 clusters
  Score: Raw -2365024.417102 + Penalty 3228.508159 = -2361795.908943
  nChanged 346
		SP:Iteration 23Q (14810.440000 sec): 3 clusters
  Score: Raw -2365270.677122 + Penalty 3228.508159 = -2362042.168964
  nChanged 247
		SP:Iteration 24Q (14810.490000 sec): 3 clusters
  Score: Raw -2365447.576049 + Penalty 3228.508159 = -2362219.067890
  nChanged 168
		SP:Iteration 25Q (14810.540000 sec): 3 clusters
  Score: Raw -2365579.472376 + Penalty 3228.508159 = -2362350.964217
  nChanged 100
		SP:Iteration 26Q (14810.590000 sec): 3 clusters
  Score: Raw -2365645.918595 + Penalty 3228.508159 = -2362417.410437
  nChanged 69
		SP:Iteration 27Q (14810.630000 sec): 3 clusters
  Score: Raw -2365699.213485 + Penalty 3228.508159 = -2362470.705327
  nChanged 58
		SP:Iteration 28Q (14810.680000 sec): 3 clusters
  Score: Raw -2365742.814043 + Penalty 3228.508159 = -2362514.305885
  nChanged 36
		SP:Iteration 29Q (14810.720000 sec): 3 clusters
  Score: Raw -2365770.571019 + Penalty 3228.508159 = -2362542.062861
  nChanged 29
		SP:Iteration 30Q (14810.770000 sec): 3 clusters
  Score: Raw -2365794.629891 + Penalty 3228.508159 = -2362566.121732
  nChanged 21
		SP:Iteration 31Q (14810.810000 sec): 3 clusters
  Score: Raw -2365808.551639 + Penalty 3228.508159 = -2362580.043481
  nChanged 19
		SP:Iteration 32Q (14810.860000 sec): 3 clusters
  Score: Raw -2365820.134602 + Penalty 3228.508159 = -2362591.626443
  nChanged 11
		SP:Iteration 33Q (14810.900000 sec): 3 clusters
  Score: Raw -2365831.968447 + Penalty 3228.508159 = -2362603.460289
  nChanged 13
		SP:Iteration 34Q (14810.940000 sec): 3 clusters
  Score: Raw -2365841.015371 + Penalty 3228.508159 = -2362612.507213
  nChanged 9
		SP:Iteration 35Q (14810.990000 sec): 3 clusters
  Score: Raw -2365847.433037 + Penalty 3228.508159 = -2362618.924878
  nChanged 7
		SP:Iteration 36Q (14811.020000 sec): 3 clusters
  Score: Raw -2365853.151419 + Penalty 3228.508159 = -2362624.643260
  nChanged 6
		SP:Iteration 37Q (14811.070000 sec): 3 clusters
  Score: Raw -2365856.983223 + Penalty 3228.508159 = -2362628.475065
  nChanged 5
		SP:Iteration 38Q (14811.110000 sec): 3 clusters
  Score: Raw -2365858.827006 + Penalty 3228.508159 = -2362630.318847
  nChanged 2
		SP:Iteration 39Q (14811.150000 sec): 3 clusters
  Score: Raw -2365859.334792 + Penalty 3228.508159 = -2362630.826634
  nChanged 1
		SP:Iteration 40F (14811.200000 sec): 3 clusters
  Score: Raw -2365860.080507 + Penalty 3228.508159 = -2362631.572348
  nChanged 1
		SP:Iteration 41Q (14811.250000 sec): 3 clusters
  Score: Raw -2365860.492455 + Penalty 3228.508159 = -2362631.984296
  nChanged 0
		SP:Iteration 42F (14811.300000 sec): 3 clusters
  Score: Raw -2365860.492455 + Penalty 3228.508159 = -2362631.984296
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14811.320000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14811.320000 sec): 3 clusters
  Score: Raw -39157.742027 + Penalty 1915.680921 = -37242.061106
  nChanged 72
		SP:Iteration 1F (14811.320000 sec): 3 clusters
  Score: Raw -39297.729381 + Penalty 1915.680921 = -37382.048460
  nChanged 18
		SP:Iteration 2Q (14811.320000 sec): 3 clusters
  Score: Raw -39341.462332 + Penalty 1915.680921 = -37425.781411
  nChanged 13
		SP:Iteration 3Q (14811.320000 sec): 3 clusters
  Score: Raw -39361.736457 + Penalty 1915.680921 = -37446.055536
  nChanged 6
		SP:Iteration 4Q (14811.320000 sec): 3 clusters
  Score: Raw -39380.374455 + Penalty 1915.680921 = -37464.693533
  nChanged 2
		SP:Iteration 5Q (14811.320000 sec): 3 clusters
  Score: Raw -39383.483211 + Penalty 1915.680921 = -37467.802290
  nChanged 3
		SP:Iteration 6Q (14811.320000 sec): 3 clusters
  Score: Raw -39392.110982 + Penalty 1915.680921 = -37476.430061
  nChanged 3
		SP:Iteration 7Q (14811.320000 sec): 3 clusters
  Score: Raw -39398.148195 + Penalty 1915.680921 = -37482.467274
  nChanged 4
		SP:Iteration 8Q (14811.320000 sec): 3 clusters
  Score: Raw -39404.186152 + Penalty 1915.680921 = -37488.505231
  nChanged 2
		SP:Iteration 9Q (14811.320000 sec): 3 clusters
  Score: Raw -39407.928830 + Penalty 1915.680921 = -37492.247909
  nChanged 3
		SP:Iteration 10Q (14811.330000 sec): 3 clusters
  Score: Raw -39422.295110 + Penalty 1915.680921 = -37506.614189
  nChanged 3
		SP:Iteration 11Q (14811.330000 sec): 3 clusters
  Score: Raw -39450.090638 + Penalty 1915.680921 = -37534.409716
  nChanged 5
		SP:Iteration 12Q (14811.330000 sec): 3 clusters
  Score: Raw -39488.742743 + Penalty 1915.680921 = -37573.061822
  nChanged 5
		SP:Iteration 13Q (14811.330000 sec): 3 clusters
  Score: Raw -39496.933526 + Penalty 1915.680921 = -37581.252605
  nChanged 3
		SP:Iteration 14Q (14811.330000 sec): 3 clusters
  Score: Raw -39508.653157 + Penalty 1915.680921 = -37592.972235
  nChanged 4
		SP:Iteration 15Q (14811.330000 sec): 3 clusters
  Score: Raw -39514.822240 + Penalty 1915.680921 = -37599.141319
  nChanged 1
		SP:Iteration 16Q (14811.330000 sec): 3 clusters
  Score: Raw -39515.787087 + Penalty 1915.680921 = -37600.106166
  nChanged 2
		SP:Iteration 17Q (14811.330000 sec): 3 clusters
  Score: Raw -39517.683512 + Penalty 1915.680921 = -37602.002591
  nChanged 2
		SP:Iteration 18Q (14811.330000 sec): 3 clusters
  Score: Raw -39520.436537 + Penalty 1915.680921 = -37604.755616
  nChanged 0
		SP:Iteration 19F (14811.330000 sec): 3 clusters
  Score: Raw -39520.436537 + Penalty 1915.680921 = -37604.755616
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (6999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14811.360000 sec): 2 clusters
  Score: Raw -820395.006782 + Penalty 1438.697416 = -818956.309366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14811.380000 sec): 3 clusters
  Score: Raw -816651.276465 + Penalty 2877.394832 = -813773.881633
  nChanged 2908
		SP:Iteration 1F (14811.390000 sec): 3 clusters
  Score: Raw -818166.589168 + Penalty 2877.394832 = -815289.194336
  nChanged 433
		SP:Iteration 2F (14811.410000 sec): 3 clusters
  Score: Raw -818353.161800 + Penalty 2877.394832 = -815475.766968
  nChanged 325
		SP:Iteration 3Q (14811.430000 sec): 3 clusters
  Score: Raw -818493.571294 + Penalty 2877.394832 = -815616.176461
  nChanged 291
		SP:Iteration 4Q (14811.450000 sec): 3 clusters
  Score: Raw -818623.592382 + Penalty 2877.394832 = -815746.197550
  nChanged 273
		SP:Iteration 5Q (14811.460000 sec): 3 clusters
  Score: Raw -818745.239468 + Penalty 2877.394832 = -815867.844636
  nChanged 277
		SP:Iteration 6Q (14811.480000 sec): 3 clusters
  Score: Raw -818878.648922 + Penalty 2877.394832 = -816001.254090
  nChanged 292
		SP:Iteration 7Q (14811.500000 sec): 3 clusters
  Score: Raw -819050.164381 + Penalty 2877.394832 = -816172.769549
  nChanged 331
		SP:Iteration 8Q (14811.520000 sec): 3 clusters
  Score: Raw -819268.874233 + Penalty 2877.394832 = -816391.479400
  nChanged 367
		SP:Iteration 9F (14811.540000 sec): 3 clusters
  Score: Raw -819548.253046 + Penalty 2877.394832 = -816670.858214
  nChanged 355
		SP:Iteration 10F (14811.550000 sec): 3 clusters
  Score: Raw -819840.144728 + Penalty 2877.394832 = -816962.749896
  nChanged 312
		SP:Iteration 11Q (14811.570000 sec): 3 clusters
  Score: Raw -820107.082597 + Penalty 2877.394832 = -817229.687765
  nChanged 225
		SP:Iteration 12Q (14811.590000 sec): 3 clusters
  Score: Raw -820334.504520 + Penalty 2877.394832 = -817457.109688
  nChanged 167
		SP:Iteration 13Q (14811.600000 sec): 3 clusters
  Score: Raw -820524.011713 + Penalty 2877.394832 = -817646.616880
  nChanged 130
		SP:Iteration 14Q (14811.620000 sec): 3 clusters
  Score: Raw -820668.541000 + Penalty 2877.394832 = -817791.146168
  nChanged 80
		SP:Iteration 15Q (14811.640000 sec): 3 clusters
  Score: Raw -820758.699938 + Penalty 2877.394832 = -817881.305106
  nChanged 67
		SP:Iteration 16Q (14811.650000 sec): 3 clusters
  Score: Raw -820810.272972 + Penalty 2877.394832 = -817932.878140
  nChanged 54
		SP:Iteration 17Q (14811.660000 sec): 3 clusters
  Score: Raw -820849.516165 + Penalty 2877.394832 = -817972.121333
  nChanged 36
		SP:Iteration 18Q (14811.680000 sec): 3 clusters
  Score: Raw -820869.924826 + Penalty 2877.394832 = -817992.529994
  nChanged 23
		SP:Iteration 19Q (14811.690000 sec): 3 clusters
  Score: Raw -820880.420010 + Penalty 2877.394832 = -818003.025178
  nChanged 15
		SP:Iteration 20F (14811.710000 sec): 3 clusters
  Score: Raw -820887.665966 + Penalty 2877.394832 = -818010.271134
  nChanged 20
		SP:Iteration 21Q (14811.720000 sec): 3 clusters
  Score: Raw -820896.825004 + Penalty 2877.394832 = -818019.430171
  nChanged 10
		SP:Iteration 22Q (14811.740000 sec): 3 clusters
  Score: Raw -820900.600804 + Penalty 2877.394832 = -818023.205971
  nChanged 6
		SP:Iteration 23Q (14811.750000 sec): 3 clusters
  Score: Raw -820902.274097 + Penalty 2877.394832 = -818024.879264
  nChanged 3
		SP:Iteration 24Q (14811.760000 sec): 3 clusters
  Score: Raw -820904.106262 + Penalty 2877.394832 = -818026.711430
  nChanged 4
		SP:Iteration 25Q (14811.780000 sec): 3 clusters
  Score: Raw -820905.253241 + Penalty 2877.394832 = -818027.858408
  nChanged 4
		SP:Iteration 26Q (14811.790000 sec): 3 clusters
  Score: Raw -820906.504542 + Penalty 2877.394832 = -818029.109710
  nChanged 2
		SP:Iteration 27Q (14811.800000 sec): 3 clusters
  Score: Raw -820907.296781 + Penalty 2877.394832 = -818029.901949
  nChanged 1
		SP:Iteration 28Q (14811.820000 sec): 3 clusters
  Score: Raw -820907.575286 + Penalty 2877.394832 = -818030.180454
  nChanged 0
		SP:Iteration 29F (14811.840000 sec): 3 clusters
  Score: Raw -820907.575286 + Penalty 2877.394832 = -818030.180454
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14811.850000 sec): 2 clusters
  Score: Raw -439665.990279 + Penalty 1358.245184 = -438307.745095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14811.860000 sec): 3 clusters
  Score: Raw -437534.711715 + Penalty 2716.490367 = -434818.221348
  nChanged 1766
		SP:Iteration 1F (14811.880000 sec): 3 clusters
  Score: Raw -438808.219794 + Penalty 2716.490367 = -436091.729426
  nChanged 429
		SP:Iteration 2F (14811.880000 sec): 3 clusters
  Score: Raw -439245.503387 + Penalty 2716.490367 = -436529.013020
  nChanged 311
		SP:Iteration 3F (14811.900000 sec): 3 clusters
  Score: Raw -439566.855549 + Penalty 2716.490367 = -436850.365182
  nChanged 254
		SP:Iteration 4F (14811.910000 sec): 3 clusters
  Score: Raw -439798.829809 + Penalty 2716.490367 = -437082.339442
  nChanged 206
		SP:Iteration 5Q (14811.920000 sec): 3 clusters
  Score: Raw -439952.250348 + Penalty 2716.490367 = -437235.759980
  nChanged 165
		SP:Iteration 6Q (14811.930000 sec): 3 clusters
  Score: Raw -440043.044342 + Penalty 2716.490367 = -437326.553975
  nChanged 105
		SP:Iteration 7Q (14811.950000 sec): 3 clusters
  Score: Raw -440093.582603 + Penalty 2716.490367 = -437377.092236
  nChanged 80
		SP:Iteration 8Q (14811.950000 sec): 3 clusters
  Score: Raw -440134.911766 + Penalty 2716.490367 = -437418.421399
  nChanged 61
		SP:Iteration 9Q (14811.970000 sec): 3 clusters
  Score: Raw -440163.211432 + Penalty 2716.490367 = -437446.721065
  nChanged 59
		SP:Iteration 10Q (14811.970000 sec): 3 clusters
  Score: Raw -440190.306265 + Penalty 2716.490367 = -437473.815898
  nChanged 49
		SP:Iteration 11Q (14811.990000 sec): 3 clusters
  Score: Raw -440204.588707 + Penalty 2716.490367 = -437488.098340
  nChanged 34
		SP:Iteration 12Q (14811.990000 sec): 3 clusters
  Score: Raw -440213.306301 + Penalty 2716.490367 = -437496.815934
  nChanged 19
		SP:Iteration 13Q (14812.010000 sec): 3 clusters
  Score: Raw -440218.266714 + Penalty 2716.490367 = -437501.776347
  nChanged 17
		SP:Iteration 14Q (14812.020000 sec): 3 clusters
  Score: Raw -440223.002982 + Penalty 2716.490367 = -437506.512615
  nChanged 19
		SP:Iteration 15Q (14812.030000 sec): 3 clusters
  Score: Raw -440228.130764 + Penalty 2716.490367 = -437511.640396
  nChanged 18
		SP:Iteration 16Q (14812.040000 sec): 3 clusters
  Score: Raw -440232.334573 + Penalty 2716.490367 = -437515.844206
  nChanged 10
		SP:Iteration 17Q (14812.050000 sec): 3 clusters
  Score: Raw -440234.010671 + Penalty 2716.490367 = -437517.520304
  nChanged 9
		SP:Iteration 18Q (14812.060000 sec): 3 clusters
  Score: Raw -440236.325336 + Penalty 2716.490367 = -437519.834969
  nChanged 7
		SP:Iteration 19Q (14812.070000 sec): 3 clusters
  Score: Raw -440238.116465 + Penalty 2716.490367 = -437521.626098
  nChanged 10
		SP:Iteration 20F (14812.080000 sec): 3 clusters
  Score: Raw -440240.564231 + Penalty 2716.490367 = -437524.073864
  nChanged 11
		SP:Iteration 21Q (14812.090000 sec): 3 clusters
  Score: Raw -440246.467945 + Penalty 2716.490367 = -437529.977578
  nChanged 13
		SP:Iteration 22Q (14812.100000 sec): 3 clusters
  Score: Raw -440250.821712 + Penalty 2716.490367 = -437534.331345
  nChanged 13
		SP:Iteration 23Q (14812.110000 sec): 3 clusters
  Score: Raw -440254.205704 + Penalty 2716.490367 = -437537.715337
  nChanged 9
		SP:Iteration 24Q (14812.120000 sec): 3 clusters
  Score: Raw -440255.790253 + Penalty 2716.490367 = -437539.299886
  nChanged 6
		SP:Iteration 25Q (14812.130000 sec): 3 clusters
  Score: Raw -440256.818858 + Penalty 2716.490367 = -437540.328491
  nChanged 8
		SP:Iteration 26Q (14812.140000 sec): 3 clusters
  Score: Raw -440258.885563 + Penalty 2716.490367 = -437542.395196
  nChanged 7
		SP:Iteration 27Q (14812.150000 sec): 3 clusters
  Score: Raw -440260.520528 + Penalty 2716.490367 = -437544.030160
  nChanged 4
		SP:Iteration 28Q (14812.160000 sec): 3 clusters
  Score: Raw -440260.972503 + Penalty 2716.490367 = -437544.482136
  nChanged 3
		SP:Iteration 29Q (14812.170000 sec): 3 clusters
  Score: Raw -440261.474329 + Penalty 2716.490367 = -437544.983962
  nChanged 1
		SP:Iteration 30Q (14812.180000 sec): 3 clusters
  Score: Raw -440261.689324 + Penalty 2716.490367 = -437545.198957
  nChanged 1
		SP:Iteration 31Q (14812.190000 sec): 3 clusters
  Score: Raw -440261.802774 + Penalty 2716.490367 = -437545.312407
  nChanged 0
		SP:Iteration 32F (14812.200000 sec): 3 clusters
  Score: Raw -440261.802774 + Penalty 2716.490367 = -437545.312407
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14812.210000 sec): 2 clusters
  Score: Raw -192557.180125 + Penalty 1211.391992 = -191345.788133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14812.220000 sec): 3 clusters
  Score: Raw -191895.687086 + Penalty 2422.783984 = -189472.903102
  nChanged 603
		SP:Iteration 1F (14812.220000 sec): 3 clusters
  Score: Raw -192452.555418 + Penalty 2422.783984 = -190029.771435
  nChanged 182
		SP:Iteration 2F (14812.230000 sec): 3 clusters
  Score: Raw -192690.226190 + Penalty 2422.783984 = -190267.442206
  nChanged 138
		SP:Iteration 3F (14812.230000 sec): 3 clusters
  Score: Raw -192884.799972 + Penalty 2422.783984 = -190462.015989
  nChanged 105
		SP:Iteration 4F (14812.230000 sec): 3 clusters
  Score: Raw -193023.066063 + Penalty 2422.783984 = -190600.282080
  nChanged 76
		SP:Iteration 5Q (14812.240000 sec): 3 clusters
  Score: Raw -193096.697793 + Penalty 2422.783984 = -190673.913809
  nChanged 30
		SP:Iteration 6Q (14812.240000 sec): 3 clusters
  Score: Raw -193114.979702 + Penalty 2422.783984 = -190692.195719
  nChanged 11
		SP:Iteration 7Q (14812.250000 sec): 3 clusters
  Score: Raw -193121.615692 + Penalty 2422.783984 = -190698.831709
  nChanged 11
		SP:Iteration 8Q (14812.250000 sec): 3 clusters
  Score: Raw -193126.946058 + Penalty 2422.783984 = -190704.162074
  nChanged 8
		SP:Iteration 9Q (14812.260000 sec): 3 clusters
  Score: Raw -193130.393908 + Penalty 2422.783984 = -190707.609924
  nChanged 1
		SP:Iteration 10Q (14812.260000 sec): 3 clusters
  Score: Raw -193131.022335 + Penalty 2422.783984 = -190708.238351
  nChanged 1
		SP:Iteration 11Q (14812.270000 sec): 3 clusters
  Score: Raw -193132.222399 + Penalty 2422.783984 = -190709.438415
  nChanged 2
		SP:Iteration 12Q (14812.270000 sec): 3 clusters
  Score: Raw -193133.019508 + Penalty 2422.783984 = -190710.235524
  nChanged 2
		SP:Iteration 13Q (14812.270000 sec): 3 clusters
  Score: Raw -193133.996368 + Penalty 2422.783984 = -190711.212385
  nChanged 1
		SP:Iteration 14Q (14812.280000 sec): 3 clusters
  Score: Raw -193134.524569 + Penalty 2422.783984 = -190711.740586
  nChanged 0
		SP:Iteration 15F (14812.280000 sec): 3 clusters
  Score: Raw -193134.524569 + Penalty 2422.783984 = -190711.740586
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14812.300000 sec): 2 clusters
  Score: Raw -497618.073003 + Penalty 1366.705999 = -496251.367004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14812.310000 sec): 3 clusters
  Score: Raw -495276.479468 + Penalty 2733.411997 = -492543.067471
  nChanged 1897
		SP:Iteration 1F (14812.320000 sec): 3 clusters
  Score: Raw -496283.952203 + Penalty 2733.411997 = -493550.540206
  nChanged 334
		SP:Iteration 2F (14812.330000 sec): 3 clusters
  Score: Raw -496436.521798 + Penalty 2733.411997 = -493703.109801
  nChanged 176
		SP:Iteration 3Q (14812.340000 sec): 3 clusters
  Score: Raw -496509.440950 + Penalty 2733.411997 = -493776.028953
  nChanged 121
		SP:Iteration 4Q (14812.350000 sec): 3 clusters
  Score: Raw -496560.429677 + Penalty 2733.411997 = -493827.017680
  nChanged 106
		SP:Iteration 5Q (14812.370000 sec): 3 clusters
  Score: Raw -496605.251992 + Penalty 2733.411997 = -493871.839995
  nChanged 114
		SP:Iteration 6Q (14812.380000 sec): 3 clusters
  Score: Raw -496647.744965 + Penalty 2733.411997 = -493914.332968
  nChanged 94
		SP:Iteration 7Q (14812.390000 sec): 3 clusters
  Score: Raw -496681.667719 + Penalty 2733.411997 = -493948.255722
  nChanged 77
		SP:Iteration 8Q (14812.400000 sec): 3 clusters
  Score: Raw -496713.681323 + Penalty 2733.411997 = -493980.269326
  nChanged 81
		SP:Iteration 9Q (14812.410000 sec): 3 clusters
  Score: Raw -496750.735797 + Penalty 2733.411997 = -494017.323800
  nChanged 91
		SP:Iteration 10Q (14812.420000 sec): 3 clusters
  Score: Raw -496784.625533 + Penalty 2733.411997 = -494051.213536
  nChanged 89
		SP:Iteration 11Q (14812.430000 sec): 3 clusters
  Score: Raw -496823.766374 + Penalty 2733.411997 = -494090.354377
  nChanged 99
		SP:Iteration 12Q (14812.450000 sec): 3 clusters
  Score: Raw -496865.510983 + Penalty 2733.411997 = -494132.098986
  nChanged 109
		SP:Iteration 13Q (14812.460000 sec): 3 clusters
  Score: Raw -496909.584327 + Penalty 2733.411997 = -494176.172329
  nChanged 109
		SP:Iteration 14Q (14812.470000 sec): 3 clusters
  Score: Raw -496955.037096 + Penalty 2733.411997 = -494221.625099
  nChanged 125
		SP:Iteration 15Q (14812.480000 sec): 3 clusters
  Score: Raw -497012.785583 + Penalty 2733.411997 = -494279.373586
  nChanged 145
		SP:Iteration 16Q (14812.490000 sec): 3 clusters
  Score: Raw -497090.383267 + Penalty 2733.411997 = -494356.971270
  nChanged 160
		SP:Iteration 17Q (14812.500000 sec): 3 clusters
  Score: Raw -497200.039003 + Penalty 2733.411997 = -494466.627006
  nChanged 191
		SP:Iteration 18Q (14812.510000 sec): 3 clusters
  Score: Raw -497327.760484 + Penalty 2733.411997 = -494594.348487
  nChanged 194
		SP:Iteration 19Q (14812.530000 sec): 3 clusters
  Score: Raw -497484.037927 + Penalty 2733.411997 = -494750.625929
  nChanged 165
		SP:Iteration 20F (14812.530000 sec): 3 clusters
  Score: Raw -497613.339536 + Penalty 2733.411997 = -494879.927539
  nChanged 125
		SP:Iteration 21Q (14812.550000 sec): 3 clusters
  Score: Raw -497712.252870 + Penalty 2733.411997 = -494978.840873
  nChanged 96
		SP:Iteration 22Q (14812.560000 sec): 3 clusters
  Score: Raw -497788.713564 + Penalty 2733.411997 = -495055.301567
  nChanged 78
		SP:Iteration 23Q (14812.570000 sec): 3 clusters
  Score: Raw -497845.643950 + Penalty 2733.411997 = -495112.231953
  nChanged 50
		SP:Iteration 24Q (14812.580000 sec): 3 clusters
  Score: Raw -497885.136452 + Penalty 2733.411997 = -495151.724455
  nChanged 42
		SP:Iteration 25Q (14812.590000 sec): 3 clusters
  Score: Raw -497928.220998 + Penalty 2733.411997 = -495194.809001
  nChanged 41
		SP:Iteration 26Q (14812.600000 sec): 3 clusters
  Score: Raw -497964.185706 + Penalty 2733.411997 = -495230.773709
  nChanged 24
		SP:Iteration 27Q (14812.610000 sec): 3 clusters
  Score: Raw -497989.691354 + Penalty 2733.411997 = -495256.279357
  nChanged 23
		SP:Iteration 28Q (14812.620000 sec): 3 clusters
  Score: Raw -498005.975937 + Penalty 2733.411997 = -495272.563940
  nChanged 9
		SP:Iteration 29Q (14812.630000 sec): 3 clusters
  Score: Raw -498012.319713 + Penalty 2733.411997 = -495278.907716
  nChanged 7
		SP:Iteration 30Q (14812.640000 sec): 3 clusters
  Score: Raw -498018.249840 + Penalty 2733.411997 = -495284.837842
  nChanged 8
		SP:Iteration 31Q (14812.650000 sec): 3 clusters
  Score: Raw -498024.035547 + Penalty 2733.411997 = -495290.623550
  nChanged 2
		SP:Iteration 32Q (14812.660000 sec): 3 clusters
  Score: Raw -498025.336204 + Penalty 2733.411997 = -495291.924207
  nChanged 0
		SP:Iteration 33F (14812.670000 sec): 3 clusters
  Score: Raw -498025.336204 + Penalty 2733.411997 = -495291.924207
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14812.730000 sec): 2 clusters
  Score: Raw -2145503.782733 + Penalty 1591.743627 = -2143912.039107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14812.780000 sec): 3 clusters
  Score: Raw -2134839.838649 + Penalty 3183.487253 = -2131656.351396
  nChanged 8044
		SP:Iteration 1F (14812.830000 sec): 3 clusters
  Score: Raw -2139297.835109 + Penalty 3183.487253 = -2136114.347856
  nChanged 839
		SP:Iteration 2Q (14812.870000 sec): 3 clusters
  Score: Raw -2139568.458015 + Penalty 3183.487253 = -2136384.970762
  nChanged 732
		SP:Iteration 3Q (14812.920000 sec): 3 clusters
  Score: Raw -2139803.473201 + Penalty 3183.487253 = -2136619.985948
  nChanged 713
		SP:Iteration 4Q (14812.970000 sec): 3 clusters
  Score: Raw -2140034.347361 + Penalty 3183.487253 = -2136850.860108
  nChanged 690
		SP:Iteration 5Q (14813.020000 sec): 3 clusters
  Score: Raw -2140248.202905 + Penalty 3183.487253 = -2137064.715652
  nChanged 651
		SP:Iteration 6Q (14813.070000 sec): 3 clusters
  Score: Raw -2140475.463801 + Penalty 3183.487253 = -2137291.976548
  nChanged 676
		SP:Iteration 7Q (14813.110000 sec): 3 clusters
  Score: Raw -2140748.652753 + Penalty 3183.487253 = -2137565.165500
  nChanged 754
		SP:Iteration 8Q (14813.160000 sec): 3 clusters
  Score: Raw -2141078.050036 + Penalty 3183.487253 = -2137894.562783
  nChanged 824
		SP:Iteration 9Q (14813.210000 sec): 3 clusters
  Score: Raw -2141499.448617 + Penalty 3183.487253 = -2138315.961364
  nChanged 874
		SP:Iteration 10Q (14813.260000 sec): 3 clusters
  Score: Raw -2142012.305501 + Penalty 3183.487253 = -2138828.818248
  nChanged 901
		SP:Iteration 11F (14813.310000 sec): 3 clusters
  Score: Raw -2142577.151939 + Penalty 3183.487253 = -2139393.664686
  nChanged 905
		SP:Iteration 12F (14813.350000 sec): 3 clusters
  Score: Raw -2143235.193277 + Penalty 3183.487253 = -2140051.706024
  nChanged 884
		SP:Iteration 13Q (14813.400000 sec): 3 clusters
  Score: Raw -2143951.974283 + Penalty 3183.487253 = -2140768.487030
  nChanged 738
		SP:Iteration 14Q (14813.450000 sec): 3 clusters
  Score: Raw -2144597.010211 + Penalty 3183.487253 = -2141413.522958
  nChanged 529
		SP:Iteration 15Q (14813.500000 sec): 3 clusters
  Score: Raw -2145075.227345 + Penalty 3183.487253 = -2141891.740092
  nChanged 280
		SP:Iteration 16Q (14813.540000 sec): 3 clusters
  Score: Raw -2145325.546190 + Penalty 3183.487253 = -2142142.058937
  nChanged 139
		SP:Iteration 17Q (14813.580000 sec): 3 clusters
  Score: Raw -2145459.468305 + Penalty 3183.487253 = -2142275.981052
  nChanged 80
		SP:Iteration 18Q (14813.620000 sec): 3 clusters
  Score: Raw -2145536.243240 + Penalty 3183.487253 = -2142352.755987
  nChanged 48
		SP:Iteration 19Q (14813.660000 sec): 3 clusters
  Score: Raw -2145589.824473 + Penalty 3183.487253 = -2142406.337220
  nChanged 26
		SP:Iteration 20F (14813.710000 sec): 3 clusters
  Score: Raw -2145618.141465 + Penalty 3183.487253 = -2142434.654212
  nChanged 18
		SP:Iteration 21Q (14813.740000 sec): 3 clusters
  Score: Raw -2145639.235087 + Penalty 3183.487253 = -2142455.747834
  nChanged 16
		SP:Iteration 22Q (14813.780000 sec): 3 clusters
  Score: Raw -2145661.481497 + Penalty 3183.487253 = -2142477.994244
  nChanged 20
		SP:Iteration 23Q (14813.810000 sec): 3 clusters
  Score: Raw -2145688.874994 + Penalty 3183.487253 = -2142505.387741
  nChanged 11
		SP:Iteration 24Q (14813.850000 sec): 3 clusters
  Score: Raw -2145697.727932 + Penalty 3183.487253 = -2142514.240679
  nChanged 7
		SP:Iteration 25Q (14813.880000 sec): 3 clusters
  Score: Raw -2145705.324663 + Penalty 3183.487253 = -2142521.837410
  nChanged 8
		SP:Iteration 26Q (14813.920000 sec): 3 clusters
  Score: Raw -2145715.486790 + Penalty 3183.487253 = -2142531.999536
  nChanged 6
		SP:Iteration 27Q (14813.950000 sec): 3 clusters
  Score: Raw -2145720.459545 + Penalty 3183.487253 = -2142536.972292
  nChanged 6
		SP:Iteration 28Q (14813.990000 sec): 3 clusters
  Score: Raw -2145726.476524 + Penalty 3183.487253 = -2142542.989271
  nChanged 2
		SP:Iteration 29Q (14814.020000 sec): 3 clusters
  Score: Raw -2145728.973020 + Penalty 3183.487253 = -2142545.485767
  nChanged 1
		SP:Iteration 30Q (14814.050000 sec): 3 clusters
  Score: Raw -2145730.293718 + Penalty 3183.487253 = -2142546.806465
  nChanged 1
		SP:Iteration 31Q (14814.090000 sec): 3 clusters
  Score: Raw -2145731.609891 + Penalty 3183.487253 = -2142548.122638
  nChanged 1
		SP:Iteration 32Q (14814.130000 sec): 3 clusters
  Score: Raw -2145732.466646 + Penalty 3183.487253 = -2142548.979393
  nChanged 1
		SP:Iteration 33Q (14814.160000 sec): 3 clusters
  Score: Raw -2145732.978630 + Penalty 3183.487253 = -2142549.491377
  nChanged 0
		SP:Iteration 34F (14814.210000 sec): 3 clusters
  Score: Raw -2145732.978630 + Penalty 3183.487253 = -2142549.491377
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14814.270000 sec): 2 clusters
  Score: Raw -2382521.423345 + Penalty 1609.608964 = -2380911.814381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14814.320000 sec): 3 clusters
  Score: Raw -2370514.903851 + Penalty 3219.217929 = -2367295.685922
  nChanged 9015
		SP:Iteration 1F (14814.370000 sec): 3 clusters
  Score: Raw -2375551.838370 + Penalty 3219.217929 = -2372332.620441
  nChanged 1043
		SP:Iteration 2F (14814.420000 sec): 3 clusters
  Score: Raw -2375965.191344 + Penalty 3219.217929 = -2372745.973415
  nChanged 1050
		SP:Iteration 3F (14814.480000 sec): 3 clusters
  Score: Raw -2376477.024285 + Penalty 3219.217929 = -2373257.806356
  nChanged 1263
		SP:Iteration 4F (14814.530000 sec): 3 clusters
  Score: Raw -2377249.345740 + Penalty 3219.217929 = -2374030.127811
  nChanged 1423
		SP:Iteration 5F (14814.580000 sec): 3 clusters
  Score: Raw -2378378.590914 + Penalty 3219.217929 = -2375159.372985
  nChanged 1526
		SP:Iteration 6F (14814.630000 sec): 3 clusters
  Score: Raw -2379702.262939 + Penalty 3219.217929 = -2376483.045010
  nChanged 1281
		SP:Iteration 7F (14814.690000 sec): 3 clusters
  Score: Raw -2380929.400057 + Penalty 3219.217929 = -2377710.182129
  nChanged 911
		SP:Iteration 8Q (14814.740000 sec): 3 clusters
  Score: Raw -2381805.212608 + Penalty 3219.217929 = -2378585.994679
  nChanged 488
		SP:Iteration 9Q (14814.790000 sec): 3 clusters
  Score: Raw -2382298.224391 + Penalty 3219.217929 = -2379079.006462
  nChanged 240
		SP:Iteration 10Q (14814.840000 sec): 3 clusters
  Score: Raw -2382533.229596 + Penalty 3219.217929 = -2379314.011668
  nChanged 131
		SP:Iteration 11Q (14814.880000 sec): 3 clusters
  Score: Raw -2382634.532668 + Penalty 3219.217929 = -2379415.314739
  nChanged 62
		SP:Iteration 12Q (14814.920000 sec): 3 clusters
  Score: Raw -2382673.929124 + Penalty 3219.217929 = -2379454.711195
  nChanged 43
		SP:Iteration 13Q (14814.960000 sec): 3 clusters
  Score: Raw -2382702.297072 + Penalty 3219.217929 = -2379483.079144
  nChanged 33
		SP:Iteration 14Q (14815.000000 sec): 3 clusters
  Score: Raw -2382724.847412 + Penalty 3219.217929 = -2379505.629483
  nChanged 35
		SP:Iteration 15Q (14815.040000 sec): 3 clusters
  Score: Raw -2382753.655044 + Penalty 3219.217929 = -2379534.437115
  nChanged 28
		SP:Iteration 16Q (14815.080000 sec): 3 clusters
  Score: Raw -2382773.382679 + Penalty 3219.217929 = -2379554.164750
  nChanged 23
		SP:Iteration 17Q (14815.120000 sec): 3 clusters
  Score: Raw -2382786.636982 + Penalty 3219.217929 = -2379567.419054
  nChanged 20
		SP:Iteration 18Q (14815.150000 sec): 3 clusters
  Score: Raw -2382798.090014 + Penalty 3219.217929 = -2379578.872086
  nChanged 11
		SP:Iteration 19Q (14815.190000 sec): 3 clusters
  Score: Raw -2382806.146383 + Penalty 3219.217929 = -2379586.928454
  nChanged 13
		SP:Iteration 20F (14815.250000 sec): 3 clusters
  Score: Raw -2382813.304034 + Penalty 3219.217929 = -2379594.086105
  nChanged 7
		SP:Iteration 21Q (14815.290000 sec): 3 clusters
  Score: Raw -2382817.385930 + Penalty 3219.217929 = -2379598.168002
  nChanged 6
		SP:Iteration 22Q (14815.320000 sec): 3 clusters
  Score: Raw -2382821.514763 + Penalty 3219.217929 = -2379602.296835
  nChanged 5
		SP:Iteration 23Q (14815.360000 sec): 3 clusters
  Score: Raw -2382824.651205 + Penalty 3219.217929 = -2379605.433276
  nChanged 3
		SP:Iteration 24Q (14815.400000 sec): 3 clusters
  Score: Raw -2382826.323127 + Penalty 3219.217929 = -2379607.105199
  nChanged 4
		SP:Iteration 25Q (14815.440000 sec): 3 clusters
  Score: Raw -2382830.341328 + Penalty 3219.217929 = -2379611.123399
  nChanged 2
		SP:Iteration 26Q (14815.470000 sec): 3 clusters
  Score: Raw -2382831.871317 + Penalty 3219.217929 = -2379612.653388
  nChanged 3
		SP:Iteration 27Q (14815.510000 sec): 3 clusters
  Score: Raw -2382833.738254 + Penalty 3219.217929 = -2379614.520325
  nChanged 2
		SP:Iteration 28Q (14815.550000 sec): 3 clusters
  Score: Raw -2382834.121179 + Penalty 3219.217929 = -2379614.903251
  nChanged 0
		SP:Iteration 29F (14815.610000 sec): 3 clusters
  Score: Raw -2382834.121179 + Penalty 3219.217929 = -2379614.903251
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14815.820000 sec): 2 clusters
  Score: Raw -8031505.259191 + Penalty 1809.595925 = -8029695.663265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14816.010000 sec): 3 clusters
  Score: Raw -7987395.507111 + Penalty 3619.191851 = -7983776.315260
  nChanged 32521
		SP:Iteration 1F (14816.190000 sec): 3 clusters
  Score: Raw -8006239.394918 + Penalty 3619.191851 = -8002620.203067
  nChanged 3044
		SP:Iteration 2Q (14816.390000 sec): 3 clusters
  Score: Raw -8007369.385114 + Penalty 3619.191851 = -8003750.193263
  nChanged 3343
		SP:Iteration 3Q (14816.580000 sec): 3 clusters
  Score: Raw -8008817.018970 + Penalty 3619.191851 = -8005197.827119
  nChanged 3766
		SP:Iteration 4F (14816.760000 sec): 3 clusters
  Score: Raw -8010705.226533 + Penalty 3619.191851 = -8007086.034683
  nChanged 4099
		SP:Iteration 5F (14816.950000 sec): 3 clusters
  Score: Raw -8013023.156946 + Penalty 3619.191851 = -8009403.965095
  nChanged 4313
		SP:Iteration 6F (14817.130000 sec): 3 clusters
  Score: Raw -8015675.526980 + Penalty 3619.191851 = -8012056.335130
  nChanged 4177
		SP:Iteration 7F (14817.310000 sec): 3 clusters
  Score: Raw -8018301.610948 + Penalty 3619.191851 = -8014682.419097
  nChanged 3768
		SP:Iteration 8F (14817.500000 sec): 3 clusters
  Score: Raw -8020539.625279 + Penalty 3619.191851 = -8016920.433428
  nChanged 3215
		SP:Iteration 9Q (14817.690000 sec): 3 clusters
  Score: Raw -8022459.292171 + Penalty 3619.191851 = -8018840.100321
  nChanged 2760
		SP:Iteration 10Q (14817.880000 sec): 3 clusters
  Score: Raw -8024178.192087 + Penalty 3619.191851 = -8020559.000237
  nChanged 2376
		SP:Iteration 11Q (14818.060000 sec): 3 clusters
  Score: Raw -8025729.216649 + Penalty 3619.191851 = -8022110.024798
  nChanged 1985
		SP:Iteration 12Q (14818.240000 sec): 3 clusters
  Score: Raw -8027005.957918 + Penalty 3619.191851 = -8023386.766068
  nChanged 1570
		SP:Iteration 13Q (14818.410000 sec): 3 clusters
  Score: Raw -8027965.120662 + Penalty 3619.191851 = -8024345.928812
  nChanged 1248
		SP:Iteration 14Q (14818.580000 sec): 3 clusters
  Score: Raw -8028710.324800 + Penalty 3619.191851 = -8025091.132950
  nChanged 1027
		SP:Iteration 15Q (14818.750000 sec): 3 clusters
  Score: Raw -8029263.860998 + Penalty 3619.191851 = -8025644.669148
  nChanged 869
		SP:Iteration 16Q (14818.900000 sec): 3 clusters
  Score: Raw -8029707.685543 + Penalty 3619.191851 = -8026088.493692
  nChanged 738
		SP:Iteration 17Q (14819.060000 sec): 3 clusters
  Score: Raw -8030071.348142 + Penalty 3619.191851 = -8026452.156291
  nChanged 590
		SP:Iteration 18Q (14819.210000 sec): 3 clusters
  Score: Raw -8030351.210484 + Penalty 3619.191851 = -8026732.018633
  nChanged 507
		SP:Iteration 19Q (14819.350000 sec): 3 clusters
  Score: Raw -8030594.812427 + Penalty 3619.191851 = -8026975.620576
  nChanged 415
		SP:Iteration 20F (14819.540000 sec): 3 clusters
  Score: Raw -8030797.522916 + Penalty 3619.191851 = -8027178.331065
  nChanged 365
		SP:Iteration 21Q (14819.680000 sec): 3 clusters
  Score: Raw -8030996.720909 + Penalty 3619.191851 = -8027377.529059
  nChanged 323
		SP:Iteration 22Q (14819.820000 sec): 3 clusters
  Score: Raw -8031176.675501 + Penalty 3619.191851 = -8027557.483651
  nChanged 297
		SP:Iteration 23Q (14819.970000 sec): 3 clusters
  Score: Raw -8031356.876523 + Penalty 3619.191851 = -8027737.684672
  nChanged 259
		SP:Iteration 24Q (14820.110000 sec): 3 clusters
  Score: Raw -8031519.182492 + Penalty 3619.191851 = -8027899.990641
  nChanged 238
		SP:Iteration 25Q (14820.240000 sec): 3 clusters
  Score: Raw -8031679.086845 + Penalty 3619.191851 = -8028059.894995
  nChanged 219
		SP:Iteration 26Q (14820.380000 sec): 3 clusters
  Score: Raw -8031853.230545 + Penalty 3619.191851 = -8028234.038694
  nChanged 202
		SP:Iteration 27Q (14820.520000 sec): 3 clusters
  Score: Raw -8032056.907630 + Penalty 3619.191851 = -8028437.715780
  nChanged 196
		SP:Iteration 28Q (14820.650000 sec): 3 clusters
  Score: Raw -8032233.874808 + Penalty 3619.191851 = -8028614.682958
  nChanged 200
		SP:Iteration 29Q (14820.790000 sec): 3 clusters
  Score: Raw -8032367.671006 + Penalty 3619.191851 = -8028748.479155
  nChanged 185
		SP:Iteration 30Q (14820.920000 sec): 3 clusters
  Score: Raw -8032463.090948 + Penalty 3619.191851 = -8028843.899098
  nChanged 147
		SP:Iteration 31Q (14821.060000 sec): 3 clusters
  Score: Raw -8032530.072944 + Penalty 3619.191851 = -8028910.881093
  nChanged 126
		SP:Iteration 32Q (14821.190000 sec): 3 clusters
  Score: Raw -8032575.654276 + Penalty 3619.191851 = -8028956.462426
  nChanged 103
		SP:Iteration 33Q (14821.330000 sec): 3 clusters
  Score: Raw -8032608.238773 + Penalty 3619.191851 = -8028989.046922
  nChanged 87
		SP:Iteration 34Q (14821.470000 sec): 3 clusters
  Score: Raw -8032633.643482 + Penalty 3619.191851 = -8029014.451632
  nChanged 72
		SP:Iteration 35Q (14821.610000 sec): 3 clusters
  Score: Raw -8032651.138384 + Penalty 3619.191851 = -8029031.946533
  nChanged 56
		SP:Iteration 36Q (14821.750000 sec): 3 clusters
  Score: Raw -8032663.595538 + Penalty 3619.191851 = -8029044.403687
  nChanged 45
		SP:Iteration 37Q (14821.890000 sec): 3 clusters
  Score: Raw -8032671.787221 + Penalty 3619.191851 = -8029052.595371
  nChanged 43
		SP:Iteration 38Q (14822.020000 sec): 3 clusters
  Score: Raw -8032681.332600 + Penalty 3619.191851 = -8029062.140750
  nChanged 41
		SP:Iteration 39Q (14822.160000 sec): 3 clusters
  Score: Raw -8032690.515819 + Penalty 3619.191851 = -8029071.323968
  nChanged 34
		SP:Iteration 40F (14822.350000 sec): 3 clusters
  Score: Raw -8032697.362833 + Penalty 3619.191851 = -8029078.170982
  nChanged 38
		SP:Iteration 41Q (14822.480000 sec): 3 clusters
  Score: Raw -8032704.195629 + Penalty 3619.191851 = -8029085.003778
  nChanged 31
		SP:Iteration 42Q (14822.620000 sec): 3 clusters
  Score: Raw -8032711.119524 + Penalty 3619.191851 = -8029091.927674
  nChanged 39
		SP:Iteration 43Q (14822.750000 sec): 3 clusters
  Score: Raw -8032717.502490 + Penalty 3619.191851 = -8029098.310640
  nChanged 27
		SP:Iteration 44Q (14822.890000 sec): 3 clusters
  Score: Raw -8032722.403288 + Penalty 3619.191851 = -8029103.211437
  nChanged 35
		SP:Iteration 45Q (14823.030000 sec): 3 clusters
  Score: Raw -8032729.856303 + Penalty 3619.191851 = -8029110.664453
  nChanged 50
		SP:Iteration 46Q (14823.170000 sec): 3 clusters
  Score: Raw -8032739.598904 + Penalty 3619.191851 = -8029120.407054
  nChanged 46
		SP:Iteration 47Q (14823.310000 sec): 3 clusters
  Score: Raw -8032747.017474 + Penalty 3619.191851 = -8029127.825623
  nChanged 27
		SP:Iteration 48Q (14823.450000 sec): 3 clusters
  Score: Raw -8032751.852500 + Penalty 3619.191851 = -8029132.660650
  nChanged 33
		SP:Iteration 49Q (14823.590000 sec): 3 clusters
  Score: Raw -8032757.657575 + Penalty 3619.191851 = -8029138.465724
  nChanged 34
		SP:Iteration 50Q (14823.720000 sec): 3 clusters
  Score: Raw -8032764.479381 + Penalty 3619.191851 = -8029145.287530
  nChanged 33
		SP:Iteration 51Q (14823.860000 sec): 3 clusters
  Score: Raw -8032770.200542 + Penalty 3619.191851 = -8029151.008691
  nChanged 40
		SP:Iteration 52Q (14824.000000 sec): 3 clusters
  Score: Raw -8032776.189868 + Penalty 3619.191851 = -8029156.998018
  nChanged 29
		SP:Iteration 53Q (14824.130000 sec): 3 clusters
  Score: Raw -8032780.509907 + Penalty 3619.191851 = -8029161.318056
  nChanged 29
		SP:Iteration 54Q (14824.270000 sec): 3 clusters
  Score: Raw -8032784.014373 + Penalty 3619.191851 = -8029164.822523
  nChanged 22
		SP:Iteration 55Q (14824.400000 sec): 3 clusters
  Score: Raw -8032786.941660 + Penalty 3619.191851 = -8029167.749809
  nChanged 12
		SP:Iteration 56Q (14824.540000 sec): 3 clusters
  Score: Raw -8032788.308290 + Penalty 3619.191851 = -8029169.116440
  nChanged 9
		SP:Iteration 57Q (14824.670000 sec): 3 clusters
  Score: Raw -8032789.552468 + Penalty 3619.191851 = -8029170.360617
  nChanged 11
		SP:Iteration 58Q (14824.810000 sec): 3 clusters
  Score: Raw -8032790.591070 + Penalty 3619.191851 = -8029171.399219
  nChanged 10
		SP:Iteration 59Q (14824.940000 sec): 3 clusters
  Score: Raw -8032791.880232 + Penalty 3619.191851 = -8029172.688382
  nChanged 9
		SP:Iteration 60F (14825.130000 sec): 3 clusters
  Score: Raw -8032792.852179 + Penalty 3619.191851 = -8029173.660328
  nChanged 11
		SP:Iteration 61Q (14825.270000 sec): 3 clusters
  Score: Raw -8032794.188197 + Penalty 3619.191851 = -8029174.996347
  nChanged 14
		SP:Iteration 62Q (14825.410000 sec): 3 clusters
  Score: Raw -8032795.927989 + Penalty 3619.191851 = -8029176.736139
  nChanged 19
		SP:Iteration 63Q (14825.540000 sec): 3 clusters
  Score: Raw -8032798.542645 + Penalty 3619.191851 = -8029179.350794
  nChanged 19
		SP:Iteration 64Q (14825.680000 sec): 3 clusters
  Score: Raw -8032800.883525 + Penalty 3619.191851 = -8029181.691675
  nChanged 18
		SP:Iteration 65Q (14825.810000 sec): 3 clusters
  Score: Raw -8032802.697754 + Penalty 3619.191851 = -8029183.505903
  nChanged 18
		SP:Iteration 66Q (14825.950000 sec): 3 clusters
  Score: Raw -8032804.957437 + Penalty 3619.191851 = -8029185.765587
  nChanged 18
		SP:Iteration 67Q (14826.090000 sec): 3 clusters
  Score: Raw -8032807.117802 + Penalty 3619.191851 = -8029187.925952
  nChanged 11
		SP:Iteration 68Q (14826.230000 sec): 3 clusters
  Score: Raw -8032808.563659 + Penalty 3619.191851 = -8029189.371809
  nChanged 15
		SP:Iteration 69Q (14826.370000 sec): 3 clusters
  Score: Raw -8032810.244331 + Penalty 3619.191851 = -8029191.052480
  nChanged 13
		SP:Iteration 70Q (14826.510000 sec): 3 clusters
  Score: Raw -8032812.101409 + Penalty 3619.191851 = -8029192.909558
  nChanged 16
		SP:Iteration 71Q (14826.640000 sec): 3 clusters
  Score: Raw -8032814.355963 + Penalty 3619.191851 = -8029195.164112
  nChanged 16
		SP:Iteration 72Q (14826.780000 sec): 3 clusters
  Score: Raw -8032815.973714 + Penalty 3619.191851 = -8029196.781864
  nChanged 9
		SP:Iteration 73Q (14826.920000 sec): 3 clusters
  Score: Raw -8032816.968087 + Penalty 3619.191851 = -8029197.776236
  nChanged 12
		SP:Iteration 74Q (14827.050000 sec): 3 clusters
  Score: Raw -8032818.158102 + Penalty 3619.191851 = -8029198.966251
  nChanged 10
		SP:Iteration 75Q (14827.190000 sec): 3 clusters
  Score: Raw -8032819.066878 + Penalty 3619.191851 = -8029199.875028
  nChanged 10
		SP:Iteration 76Q (14827.330000 sec): 3 clusters
  Score: Raw -8032820.280468 + Penalty 3619.191851 = -8029201.088617
  nChanged 12
		SP:Iteration 77Q (14827.470000 sec): 3 clusters
  Score: Raw -8032821.286218 + Penalty 3619.191851 = -8029202.094367
  nChanged 10
		SP:Iteration 78Q (14827.600000 sec): 3 clusters
  Score: Raw -8032822.209621 + Penalty 3619.191851 = -8029203.017771
  nChanged 13
		SP:Iteration 79Q (14827.740000 sec): 3 clusters
  Score: Raw -8032823.682689 + Penalty 3619.191851 = -8029204.490839
  nChanged 8
		SP:Iteration 80F (14827.920000 sec): 3 clusters
  Score: Raw -8032824.661256 + Penalty 3619.191851 = -8029205.469406
  nChanged 9
		SP:Iteration 81Q (14828.060000 sec): 3 clusters
  Score: Raw -8032825.443478 + Penalty 3619.191851 = -8029206.251627
  nChanged 2
		SP:Iteration 82Q (14828.190000 sec): 3 clusters
  Score: Raw -8032825.592218 + Penalty 3619.191851 = -8029206.400367
  nChanged 2
		SP:Iteration 83Q (14828.330000 sec): 3 clusters
  Score: Raw -8032825.734866 + Penalty 3619.191851 = -8029206.543016
  nChanged 1
		SP:Iteration 84Q (14828.470000 sec): 3 clusters
  Score: Raw -8032825.877727 + Penalty 3619.191851 = -8029206.685876
  nChanged 4
		SP:Iteration 85Q (14828.610000 sec): 3 clusters
  Score: Raw -8032826.156099 + Penalty 3619.191851 = -8029206.964248
  nChanged 5
		SP:Iteration 86Q (14828.750000 sec): 3 clusters
  Score: Raw -8032826.503314 + Penalty 3619.191851 = -8029207.311464
  nChanged 4
		SP:Iteration 87Q (14828.890000 sec): 3 clusters
  Score: Raw -8032826.721345 + Penalty 3619.191851 = -8029207.529495
  nChanged 3
		SP:Iteration 88Q (14829.020000 sec): 3 clusters
  Score: Raw -8032826.986515 + Penalty 3619.191851 = -8029207.794664
  nChanged 2
		SP:Iteration 89Q (14829.160000 sec): 3 clusters
  Score: Raw -8032827.141548 + Penalty 3619.191851 = -8029207.949698
  nChanged 2
		SP:Iteration 90Q (14829.300000 sec): 3 clusters
  Score: Raw -8032827.308124 + Penalty 3619.191851 = -8029208.116274
  nChanged 2
		SP:Iteration 91Q (14829.440000 sec): 3 clusters
  Score: Raw -8032827.488056 + Penalty 3619.191851 = -8029208.296205
  nChanged 4
		SP:Iteration 92Q (14829.570000 sec): 3 clusters
  Score: Raw -8032827.799544 + Penalty 3619.191851 = -8029208.607694
  nChanged 6
		SP:Iteration 93Q (14829.710000 sec): 3 clusters
  Score: Raw -8032828.502154 + Penalty 3619.191851 = -8029209.310303
  nChanged 9
		SP:Iteration 94Q (14829.850000 sec): 3 clusters
  Score: Raw -8032829.295683 + Penalty 3619.191851 = -8029210.103833
  nChanged 4
		SP:Iteration 95Q (14829.990000 sec): 3 clusters
  Score: Raw -8032829.822139 + Penalty 3619.191851 = -8029210.630288
  nChanged 2
		SP:Iteration 96Q (14830.130000 sec): 3 clusters
  Score: Raw -8032829.948112 + Penalty 3619.191851 = -8029210.756262
  nChanged 2
		SP:Iteration 97Q (14830.270000 sec): 3 clusters
  Score: Raw -8032830.179618 + Penalty 3619.191851 = -8029210.987768
  nChanged 2
		SP:Iteration 98Q (14830.410000 sec): 3 clusters
  Score: Raw -8032830.346705 + Penalty 3619.191851 = -8029211.154855
  nChanged 0
		SP:Iteration 99F (14830.600000 sec): 3 clusters
  Score: Raw -8032830.346705 + Penalty 3619.191851 = -8029211.154855
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14830.650000 sec): 2 clusters
  Score: Raw -742136.139775 + Penalty 1425.473634 = -740710.666141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14830.660000 sec): 3 clusters
  Score: Raw -738649.476382 + Penalty 2850.947268 = -735798.529114
  nChanged 2677
		SP:Iteration 1F (14830.680000 sec): 3 clusters
  Score: Raw -740179.315012 + Penalty 2850.947268 = -737328.367744
  nChanged 422
		SP:Iteration 2F (14830.700000 sec): 3 clusters
  Score: Raw -740373.721417 + Penalty 2850.947268 = -737522.774149
  nChanged 312
		SP:Iteration 3Q (14830.720000 sec): 3 clusters
  Score: Raw -740516.819470 + Penalty 2850.947268 = -737665.872202
  nChanged 270
		SP:Iteration 4Q (14830.730000 sec): 3 clusters
  Score: Raw -740626.792663 + Penalty 2850.947268 = -737775.845395
  nChanged 212
		SP:Iteration 5Q (14830.750000 sec): 3 clusters
  Score: Raw -740720.765075 + Penalty 2850.947268 = -737869.817807
  nChanged 202
		SP:Iteration 6Q (14830.760000 sec): 3 clusters
  Score: Raw -740817.218316 + Penalty 2850.947268 = -737966.271049
  nChanged 185
		SP:Iteration 7Q (14830.780000 sec): 3 clusters
  Score: Raw -740898.781125 + Penalty 2850.947268 = -738047.833858
  nChanged 173
		SP:Iteration 8Q (14830.800000 sec): 3 clusters
  Score: Raw -740980.388587 + Penalty 2850.947268 = -738129.441320
  nChanged 194
		SP:Iteration 9Q (14830.810000 sec): 3 clusters
  Score: Raw -741087.530982 + Penalty 2850.947268 = -738236.583714
  nChanged 205
		SP:Iteration 10Q (14830.830000 sec): 3 clusters
  Score: Raw -741202.550697 + Penalty 2850.947268 = -738351.603429
  nChanged 214
		SP:Iteration 11Q (14830.840000 sec): 3 clusters
  Score: Raw -741326.819007 + Penalty 2850.947268 = -738475.871739
  nChanged 201
		SP:Iteration 12Q (14830.860000 sec): 3 clusters
  Score: Raw -741457.394119 + Penalty 2850.947268 = -738606.446851
  nChanged 202
		SP:Iteration 13Q (14830.880000 sec): 3 clusters
  Score: Raw -741602.578292 + Penalty 2850.947268 = -738751.631024
  nChanged 187
		SP:Iteration 14Q (14830.890000 sec): 3 clusters
  Score: Raw -741764.011009 + Penalty 2850.947268 = -738913.063742
  nChanged 181
		SP:Iteration 15Q (14830.910000 sec): 3 clusters
  Score: Raw -741918.049474 + Penalty 2850.947268 = -739067.102207
  nChanged 138
		SP:Iteration 16Q (14830.920000 sec): 3 clusters
  Score: Raw -742038.462681 + Penalty 2850.947268 = -739187.515414
  nChanged 116
		SP:Iteration 17Q (14830.940000 sec): 3 clusters
  Score: Raw -742136.062439 + Penalty 2850.947268 = -739285.115171
  nChanged 92
		SP:Iteration 18Q (14830.950000 sec): 3 clusters
  Score: Raw -742206.902634 + Penalty 2850.947268 = -739355.955366
  nChanged 75
		SP:Iteration 19Q (14830.960000 sec): 3 clusters
  Score: Raw -742248.679051 + Penalty 2850.947268 = -739397.731783
  nChanged 52
		SP:Iteration 20F (14830.980000 sec): 3 clusters
  Score: Raw -742280.219741 + Penalty 2850.947268 = -739429.272474
  nChanged 44
		SP:Iteration 21Q (14830.990000 sec): 3 clusters
  Score: Raw -742301.725976 + Penalty 2850.947268 = -739450.778708
  nChanged 39
		SP:Iteration 22Q (14831.010000 sec): 3 clusters
  Score: Raw -742316.699930 + Penalty 2850.947268 = -739465.752663
  nChanged 29
		SP:Iteration 23Q (14831.020000 sec): 3 clusters
  Score: Raw -742326.776778 + Penalty 2850.947268 = -739475.829510
  nChanged 19
		SP:Iteration 24Q (14831.030000 sec): 3 clusters
  Score: Raw -742332.700158 + Penalty 2850.947268 = -739481.752890
  nChanged 12
		SP:Iteration 25Q (14831.050000 sec): 3 clusters
  Score: Raw -742336.382232 + Penalty 2850.947268 = -739485.434964
  nChanged 12
		SP:Iteration 26Q (14831.060000 sec): 3 clusters
  Score: Raw -742339.809558 + Penalty 2850.947268 = -739488.862290
  nChanged 7
		SP:Iteration 27Q (14831.070000 sec): 3 clusters
  Score: Raw -742342.613668 + Penalty 2850.947268 = -739491.666400
  nChanged 8
		SP:Iteration 28Q (14831.090000 sec): 3 clusters
  Score: Raw -742345.267008 + Penalty 2850.947268 = -739494.319740
  nChanged 12
		SP:Iteration 29Q (14831.100000 sec): 3 clusters
  Score: Raw -742347.945744 + Penalty 2850.947268 = -739496.998477
  nChanged 3
		SP:Iteration 30Q (14831.110000 sec): 3 clusters
  Score: Raw -742348.652080 + Penalty 2850.947268 = -739497.704812
  nChanged 3
		SP:Iteration 31Q (14831.130000 sec): 3 clusters
  Score: Raw -742349.163786 + Penalty 2850.947268 = -739498.216518
  nChanged 2
		SP:Iteration 32Q (14831.140000 sec): 3 clusters
  Score: Raw -742349.775892 + Penalty 2850.947268 = -739498.828624
  nChanged 3
		SP:Iteration 33Q (14831.150000 sec): 3 clusters
  Score: Raw -742350.610315 + Penalty 2850.947268 = -739499.663047
  nChanged 1
		SP:Iteration 34Q (14831.160000 sec): 3 clusters
  Score: Raw -742350.837391 + Penalty 2850.947268 = -739499.890123
  nChanged 2
		SP:Iteration 35Q (14831.180000 sec): 3 clusters
  Score: Raw -742351.653144 + Penalty 2850.947268 = -739500.705876
  nChanged 1
		SP:Iteration 36Q (14831.190000 sec): 3 clusters
  Score: Raw -742351.930455 + Penalty 2850.947268 = -739500.983187
  nChanged 3
		SP:Iteration 37Q (14831.200000 sec): 3 clusters
  Score: Raw -742352.604166 + Penalty 2850.947268 = -739501.656898
  nChanged 1
		SP:Iteration 38Q (14831.220000 sec): 3 clusters
  Score: Raw -742352.767757 + Penalty 2850.947268 = -739501.820489
  nChanged 0
		SP:Iteration 39F (14831.240000 sec): 3 clusters
  Score: Raw -742352.767757 + Penalty 2850.947268 = -739501.820489
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14831.280000 sec): 2 clusters
  Score: Raw -1729559.329414 + Penalty 1554.290238 = -1728005.039177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14831.320000 sec): 3 clusters
  Score: Raw -1721274.611409 + Penalty 3108.580475 = -1718166.030934
  nChanged 6307
		SP:Iteration 1F (14831.360000 sec): 3 clusters
  Score: Raw -1724558.987776 + Penalty 3108.580475 = -1721450.407300
  nChanged 770
		SP:Iteration 2F (14831.390000 sec): 3 clusters
  Score: Raw -1724852.541451 + Penalty 3108.580475 = -1721743.960976
  nChanged 709
		SP:Iteration 3Q (14831.430000 sec): 3 clusters
  Score: Raw -1725152.633235 + Penalty 3108.580475 = -1722044.052759
  nChanged 728
		SP:Iteration 4F (14831.470000 sec): 3 clusters
  Score: Raw -1725535.474379 + Penalty 3108.580475 = -1722426.893903
  nChanged 816
		SP:Iteration 5F (14831.500000 sec): 3 clusters
  Score: Raw -1726011.206001 + Penalty 3108.580475 = -1722902.625525
  nChanged 867
		SP:Iteration 6F (14831.540000 sec): 3 clusters
  Score: Raw -1726615.975818 + Penalty 3108.580475 = -1723507.395342
  nChanged 841
		SP:Iteration 7F (14831.580000 sec): 3 clusters
  Score: Raw -1727292.506348 + Penalty 3108.580475 = -1724183.925873
  nChanged 734
		SP:Iteration 8F (14831.620000 sec): 3 clusters
  Score: Raw -1727935.321979 + Penalty 3108.580475 = -1724826.741504
  nChanged 576
		SP:Iteration 9Q (14831.660000 sec): 3 clusters
  Score: Raw -1728400.849814 + Penalty 3108.580475 = -1725292.269339
  nChanged 458
		SP:Iteration 10Q (14831.690000 sec): 3 clusters
  Score: Raw -1728701.659425 + Penalty 3108.580475 = -1725593.078949
  nChanged 301
		SP:Iteration 11Q (14831.720000 sec): 3 clusters
  Score: Raw -1728854.261341 + Penalty 3108.580475 = -1725745.680866
  nChanged 190
		SP:Iteration 12Q (14831.760000 sec): 3 clusters
  Score: Raw -1728938.176984 + Penalty 3108.580475 = -1725829.596508
  nChanged 161
		SP:Iteration 13Q (14831.790000 sec): 3 clusters
  Score: Raw -1729007.647105 + Penalty 3108.580475 = -1725899.066629
  nChanged 130
		SP:Iteration 14Q (14831.820000 sec): 3 clusters
  Score: Raw -1729054.970971 + Penalty 3108.580475 = -1725946.390495
  nChanged 120
		SP:Iteration 15Q (14831.860000 sec): 3 clusters
  Score: Raw -1729096.587076 + Penalty 3108.580475 = -1725988.006600
  nChanged 104
		SP:Iteration 16Q (14831.890000 sec): 3 clusters
  Score: Raw -1729137.822912 + Penalty 3108.580475 = -1726029.242437
  nChanged 108
		SP:Iteration 17Q (14831.920000 sec): 3 clusters
  Score: Raw -1729187.148567 + Penalty 3108.580475 = -1726078.568092
  nChanged 103
		SP:Iteration 18Q (14831.960000 sec): 3 clusters
  Score: Raw -1729230.751890 + Penalty 3108.580475 = -1726122.171414
  nChanged 77
		SP:Iteration 19Q (14831.980000 sec): 3 clusters
  Score: Raw -1729256.946809 + Penalty 3108.580475 = -1726148.366334
  nChanged 71
		SP:Iteration 20F (14832.020000 sec): 3 clusters
  Score: Raw -1729281.777941 + Penalty 3108.580475 = -1726173.197466
  nChanged 57
		SP:Iteration 21Q (14832.050000 sec): 3 clusters
  Score: Raw -1729303.460476 + Penalty 3108.580475 = -1726194.880001
  nChanged 63
		SP:Iteration 22Q (14832.080000 sec): 3 clusters
  Score: Raw -1729325.699461 + Penalty 3108.580475 = -1726217.118986
  nChanged 68
		SP:Iteration 23Q (14832.120000 sec): 3 clusters
  Score: Raw -1729350.859314 + Penalty 3108.580475 = -1726242.278839
  nChanged 54
		SP:Iteration 24Q (14832.140000 sec): 3 clusters
  Score: Raw -1729371.282372 + Penalty 3108.580475 = -1726262.701897
  nChanged 49
		SP:Iteration 25Q (14832.180000 sec): 3 clusters
  Score: Raw -1729384.808212 + Penalty 3108.580475 = -1726276.227737
  nChanged 32
		SP:Iteration 26Q (14832.210000 sec): 3 clusters
  Score: Raw -1729394.029347 + Penalty 3108.580475 = -1726285.448871
  nChanged 34
		SP:Iteration 27Q (14832.240000 sec): 3 clusters
  Score: Raw -1729403.730348 + Penalty 3108.580475 = -1726295.149872
  nChanged 23
		SP:Iteration 28Q (14832.270000 sec): 3 clusters
  Score: Raw -1729409.066142 + Penalty 3108.580475 = -1726300.485667
  nChanged 12
		SP:Iteration 29Q (14832.300000 sec): 3 clusters
  Score: Raw -1729411.380525 + Penalty 3108.580475 = -1726302.800050
  nChanged 13
		SP:Iteration 30Q (14832.330000 sec): 3 clusters
  Score: Raw -1729414.156917 + Penalty 3108.580475 = -1726305.576441
  nChanged 17
		SP:Iteration 31Q (14832.360000 sec): 3 clusters
  Score: Raw -1729417.900296 + Penalty 3108.580475 = -1726309.319820
  nChanged 20
		SP:Iteration 32Q (14832.390000 sec): 3 clusters
  Score: Raw -1729423.458073 + Penalty 3108.580475 = -1726314.877598
  nChanged 19
		SP:Iteration 33Q (14832.420000 sec): 3 clusters
  Score: Raw -1729427.725508 + Penalty 3108.580475 = -1726319.145032
  nChanged 16
		SP:Iteration 34Q (14832.450000 sec): 3 clusters
  Score: Raw -1729431.556873 + Penalty 3108.580475 = -1726322.976397
  nChanged 14
		SP:Iteration 35Q (14832.480000 sec): 3 clusters
  Score: Raw -1729435.124221 + Penalty 3108.580475 = -1726326.543746
  nChanged 14
		SP:Iteration 36Q (14832.510000 sec): 3 clusters
  Score: Raw -1729437.882680 + Penalty 3108.580475 = -1726329.302205
  nChanged 13
		SP:Iteration 37Q (14832.540000 sec): 3 clusters
  Score: Raw -1729440.924448 + Penalty 3108.580475 = -1726332.343973
  nChanged 15
		SP:Iteration 38Q (14832.570000 sec): 3 clusters
  Score: Raw -1729445.036803 + Penalty 3108.580475 = -1726336.456327
  nChanged 14
		SP:Iteration 39Q (14832.600000 sec): 3 clusters
  Score: Raw -1729447.525651 + Penalty 3108.580475 = -1726338.945176
  nChanged 13
		SP:Iteration 40F (14832.640000 sec): 3 clusters
  Score: Raw -1729451.489112 + Penalty 3108.580475 = -1726342.908636
  nChanged 18
		SP:Iteration 41Q (14832.660000 sec): 3 clusters
  Score: Raw -1729456.908925 + Penalty 3108.580475 = -1726348.328449
  nChanged 16
		SP:Iteration 42Q (14832.690000 sec): 3 clusters
  Score: Raw -1729460.954147 + Penalty 3108.580475 = -1726352.373671
  nChanged 19
		SP:Iteration 43Q (14832.720000 sec): 3 clusters
  Score: Raw -1729465.878833 + Penalty 3108.580475 = -1726357.298357
  nChanged 13
		SP:Iteration 44Q (14832.750000 sec): 3 clusters
  Score: Raw -1729468.586528 + Penalty 3108.580475 = -1726360.006053
  nChanged 11
		SP:Iteration 45Q (14832.780000 sec): 3 clusters
  Score: Raw -1729470.910125 + Penalty 3108.580475 = -1726362.329650
  nChanged 8
		SP:Iteration 46Q (14832.810000 sec): 3 clusters
  Score: Raw -1729472.353081 + Penalty 3108.580475 = -1726363.772606
  nChanged 9
		SP:Iteration 47Q (14832.840000 sec): 3 clusters
  Score: Raw -1729474.043597 + Penalty 3108.580475 = -1726365.463122
  nChanged 6
		SP:Iteration 48Q (14832.860000 sec): 3 clusters
  Score: Raw -1729475.089465 + Penalty 3108.580475 = -1726366.508990
  nChanged 3
		SP:Iteration 49Q (14832.890000 sec): 3 clusters
  Score: Raw -1729475.938291 + Penalty 3108.580475 = -1726367.357815
  nChanged 1
		SP:Iteration 50Q (14832.920000 sec): 3 clusters
  Score: Raw -1729476.227250 + Penalty 3108.580475 = -1726367.646775
  nChanged 0
		SP:Iteration 51F (14832.960000 sec): 3 clusters
  Score: Raw -1729476.227250 + Penalty 3108.580475 = -1726367.646775
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14832.980000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14832.980000 sec): 3 clusters
  Score: Raw -131008.982478 + Penalty 2324.232776 = -128684.749702
  nChanged 438
		SP:Iteration 1F (14832.980000 sec): 3 clusters
  Score: Raw -131437.360494 + Penalty 2324.232776 = -129113.127718
  nChanged 127
		SP:Iteration 2F (14832.980000 sec): 3 clusters
  Score: Raw -131589.191055 + Penalty 2324.232776 = -129264.958279
  nChanged 70
		SP:Iteration 3F (14832.990000 sec): 3 clusters
  Score: Raw -131685.674346 + Penalty 2324.232776 = -129361.441570
  nChanged 52
		SP:Iteration 4Q (14832.990000 sec): 3 clusters
  Score: Raw -131750.103272 + Penalty 2324.232776 = -129425.870496
  nChanged 39
		SP:Iteration 5Q (14832.990000 sec): 3 clusters
  Score: Raw -131806.663760 + Penalty 2324.232776 = -129482.430984
  nChanged 40
		SP:Iteration 6Q (14833.000000 sec): 3 clusters
  Score: Raw -131854.320984 + Penalty 2324.232776 = -129530.088208
  nChanged 38
		SP:Iteration 7Q (14833.000000 sec): 3 clusters
  Score: Raw -131905.400949 + Penalty 2324.232776 = -129581.168173
  nChanged 34
		SP:Iteration 8Q (14833.000000 sec): 3 clusters
  Score: Raw -131956.149197 + Penalty 2324.232776 = -129631.916422
  nChanged 27
		SP:Iteration 9Q (14833.000000 sec): 3 clusters
  Score: Raw -132007.325663 + Penalty 2324.232776 = -129683.092887
  nChanged 27
		SP:Iteration 10Q (14833.010000 sec): 3 clusters
  Score: Raw -132043.488808 + Penalty 2324.232776 = -129719.256033
  nChanged 27
		SP:Iteration 11Q (14833.010000 sec): 3 clusters
  Score: Raw -132075.467312 + Penalty 2324.232776 = -129751.234536
  nChanged 17
		SP:Iteration 12Q (14833.020000 sec): 3 clusters
  Score: Raw -132097.381789 + Penalty 2324.232776 = -129773.149013
  nChanged 14
		SP:Iteration 13Q (14833.020000 sec): 3 clusters
  Score: Raw -132112.771349 + Penalty 2324.232776 = -129788.538573
  nChanged 19
		SP:Iteration 14Q (14833.020000 sec): 3 clusters
  Score: Raw -132133.406279 + Penalty 2324.232776 = -129809.173503
  nChanged 13
		SP:Iteration 15Q (14833.020000 sec): 3 clusters
  Score: Raw -132144.629263 + Penalty 2324.232776 = -129820.396487
  nChanged 7
		SP:Iteration 16Q (14833.020000 sec): 3 clusters
  Score: Raw -132148.106562 + Penalty 2324.232776 = -129823.873786
  nChanged 2
		SP:Iteration 17Q (14833.030000 sec): 3 clusters
  Score: Raw -132150.173782 + Penalty 2324.232776 = -129825.941006
  nChanged 3
		SP:Iteration 18Q (14833.030000 sec): 3 clusters
  Score: Raw -132152.085313 + Penalty 2324.232776 = -129827.852537
  nChanged 1
		SP:Iteration 19Q (14833.030000 sec): 3 clusters
  Score: Raw -132152.458108 + Penalty 2324.232776 = -129828.225333
  nChanged 0
		SP:Iteration 20F (14833.040000 sec): 3 clusters
  Score: Raw -132152.458108 + Penalty 2324.232776 = -129828.225333
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (15440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14833.090000 sec): 2 clusters
  Score: Raw -1773679.126817 + Penalty 1567.266484 = -1772111.860333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14833.130000 sec): 3 clusters
  Score: Raw -1764625.713488 + Penalty 3134.532968 = -1761491.180521
  nChanged 6838
		SP:Iteration 1F (14833.170000 sec): 3 clusters
  Score: Raw -1768327.341827 + Penalty 3134.532968 = -1765192.808859
  nChanged 858
		SP:Iteration 2F (14833.210000 sec): 3 clusters
  Score: Raw -1768722.971184 + Penalty 3134.532968 = -1765588.438216
  nChanged 923
		SP:Iteration 3F (14833.250000 sec): 3 clusters
  Score: Raw -1769215.207374 + Penalty 3134.532968 = -1766080.674406
  nChanged 947
		SP:Iteration 4F (14833.290000 sec): 3 clusters
  Score: Raw -1769796.739690 + Penalty 3134.532968 = -1766662.206722
  nChanged 1017
		SP:Iteration 5F (14833.340000 sec): 3 clusters
  Score: Raw -1770478.530175 + Penalty 3134.532968 = -1767343.997207
  nChanged 1026
		SP:Iteration 6F (14833.380000 sec): 3 clusters
  Score: Raw -1771218.143000 + Penalty 3134.532968 = -1768083.610032
  nChanged 941
		SP:Iteration 7F (14833.420000 sec): 3 clusters
  Score: Raw -1771913.245679 + Penalty 3134.532968 = -1768778.712711
  nChanged 786
		SP:Iteration 8F (14833.460000 sec): 3 clusters
  Score: Raw -1772502.578560 + Penalty 3134.532968 = -1769368.045593
  nChanged 599
		SP:Iteration 9Q (14833.500000 sec): 3 clusters
  Score: Raw -1772946.052479 + Penalty 3134.532968 = -1769811.519512
  nChanged 427
		SP:Iteration 10Q (14833.540000 sec): 3 clusters
  Score: Raw -1773259.138821 + Penalty 3134.532968 = -1770124.605853
  nChanged 313
		SP:Iteration 11Q (14833.580000 sec): 3 clusters
  Score: Raw -1773483.262341 + Penalty 3134.532968 = -1770348.729374
  nChanged 187
		SP:Iteration 12Q (14833.620000 sec): 3 clusters
  Score: Raw -1773619.547754 + Penalty 3134.532968 = -1770485.014786
  nChanged 138
		SP:Iteration 13Q (14833.660000 sec): 3 clusters
  Score: Raw -1773725.586616 + Penalty 3134.532968 = -1770591.053649
  nChanged 86
		SP:Iteration 14Q (14833.700000 sec): 3 clusters
  Score: Raw -1773803.052906 + Penalty 3134.532968 = -1770668.519938
  nChanged 67
		SP:Iteration 15Q (14833.730000 sec): 3 clusters
  Score: Raw -1773858.900509 + Penalty 3134.532968 = -1770724.367542
  nChanged 48
		SP:Iteration 16Q (14833.760000 sec): 3 clusters
  Score: Raw -1773899.990517 + Penalty 3134.532968 = -1770765.457549
  nChanged 33
		SP:Iteration 17Q (14833.800000 sec): 3 clusters
  Score: Raw -1773927.849045 + Penalty 3134.532968 = -1770793.316078
  nChanged 20
		SP:Iteration 18Q (14833.830000 sec): 3 clusters
  Score: Raw -1773942.854937 + Penalty 3134.532968 = -1770808.321969
  nChanged 13
		SP:Iteration 19Q (14833.860000 sec): 3 clusters
  Score: Raw -1773954.097199 + Penalty 3134.532968 = -1770819.564231
  nChanged 17
		SP:Iteration 20F (14833.900000 sec): 3 clusters
  Score: Raw -1773969.107011 + Penalty 3134.532968 = -1770834.574044
  nChanged 9
		SP:Iteration 21Q (14833.940000 sec): 3 clusters
  Score: Raw -1773978.680630 + Penalty 3134.532968 = -1770844.147662
  nChanged 10
		SP:Iteration 22Q (14833.970000 sec): 3 clusters
  Score: Raw -1773986.323948 + Penalty 3134.532968 = -1770851.790980
  nChanged 3
		SP:Iteration 23Q (14834.000000 sec): 3 clusters
  Score: Raw -1773990.100151 + Penalty 3134.532968 = -1770855.567183
  nChanged 3
		SP:Iteration 24Q (14834.030000 sec): 3 clusters
  Score: Raw -1773993.369376 + Penalty 3134.532968 = -1770858.836409
  nChanged 3
		SP:Iteration 25Q (14834.060000 sec): 3 clusters
  Score: Raw -1773996.318778 + Penalty 3134.532968 = -1770861.785810
  nChanged 5
		SP:Iteration 26Q (14834.100000 sec): 3 clusters
  Score: Raw -1773999.478715 + Penalty 3134.532968 = -1770864.945747
  nChanged 1
		SP:Iteration 27Q (14834.130000 sec): 3 clusters
  Score: Raw -1774000.677072 + Penalty 3134.532968 = -1770866.144105
  nChanged 1
		SP:Iteration 28Q (14834.160000 sec): 3 clusters
  Score: Raw -1774001.248636 + Penalty 3134.532968 = -1770866.715668
  nChanged 0
		SP:Iteration 29F (14834.200000 sec): 3 clusters
  Score: Raw -1774001.248636 + Penalty 3134.532968 = -1770866.715668
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14834.310000 sec): 2 clusters
  Score: Raw -4008327.487569 + Penalty 1699.696193 = -4006627.791376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14834.410000 sec): 3 clusters
  Score: Raw -3986641.469856 + Penalty 3399.392385 = -3983242.077471
  nChanged 16176
		SP:Iteration 1F (14834.510000 sec): 3 clusters
  Score: Raw -3996205.034707 + Penalty 3399.392385 = -3992805.642322
  nChanged 2053
		SP:Iteration 2F (14834.600000 sec): 3 clusters
  Score: Raw -3997191.204915 + Penalty 3399.392385 = -3993791.812530
  nChanged 2124
		SP:Iteration 3F (14834.690000 sec): 3 clusters
  Score: Raw -3998345.310143 + Penalty 3399.392385 = -3994945.917758
  nChanged 2347
		SP:Iteration 4F (14834.790000 sec): 3 clusters
  Score: Raw -3999710.414142 + Penalty 3399.392385 = -3996311.021756
  nChanged 2330
		SP:Iteration 5F (14834.880000 sec): 3 clusters
  Score: Raw -4001104.996239 + Penalty 3399.392385 = -3997705.603854
  nChanged 2115
		SP:Iteration 6F (14834.970000 sec): 3 clusters
  Score: Raw -4002382.869848 + Penalty 3399.392385 = -3998983.477462
  nChanged 1772
		SP:Iteration 7F (14835.070000 sec): 3 clusters
  Score: Raw -4003434.270475 + Penalty 3399.392385 = -4000034.878090
  nChanged 1437
		SP:Iteration 8Q (14835.170000 sec): 3 clusters
  Score: Raw -4004258.000757 + Penalty 3399.392385 = -4000858.608371
  nChanged 1167
		SP:Iteration 9Q (14835.260000 sec): 3 clusters
  Score: Raw -4004912.094097 + Penalty 3399.392385 = -4001512.701711
  nChanged 1016
		SP:Iteration 10Q (14835.360000 sec): 3 clusters
  Score: Raw -4005548.302020 + Penalty 3399.392385 = -4002148.909634
  nChanged 911
		SP:Iteration 11Q (14835.450000 sec): 3 clusters
  Score: Raw -4006209.513622 + Penalty 3399.392385 = -4002810.121236
  nChanged 774
		SP:Iteration 12Q (14835.550000 sec): 3 clusters
  Score: Raw -4006876.441309 + Penalty 3399.392385 = -4003477.048924
  nChanged 634
		SP:Iteration 13Q (14835.630000 sec): 3 clusters
  Score: Raw -4007619.758037 + Penalty 3399.392385 = -4004220.365652
  nChanged 407
		SP:Iteration 14Q (14835.720000 sec): 3 clusters
  Score: Raw -4008211.064311 + Penalty 3399.392385 = -4004811.671926
  nChanged 277
		SP:Iteration 15Q (14835.790000 sec): 3 clusters
  Score: Raw -4008529.174967 + Penalty 3399.392385 = -4005129.782582
  nChanged 199
		SP:Iteration 16Q (14835.870000 sec): 3 clusters
  Score: Raw -4008648.801537 + Penalty 3399.392385 = -4005249.409152
  nChanged 123
		SP:Iteration 17Q (14835.940000 sec): 3 clusters
  Score: Raw -4008703.892404 + Penalty 3399.392385 = -4005304.500018
  nChanged 101
		SP:Iteration 18Q (14836.010000 sec): 3 clusters
  Score: Raw -4008748.656594 + Penalty 3399.392385 = -4005349.264209
  nChanged 88
		SP:Iteration 19Q (14836.080000 sec): 3 clusters
  Score: Raw -4008786.590711 + Penalty 3399.392385 = -4005387.198326
  nChanged 66
		SP:Iteration 20F (14836.180000 sec): 3 clusters
  Score: Raw -4008811.917635 + Penalty 3399.392385 = -4005412.525250
  nChanged 59
		SP:Iteration 21Q (14836.250000 sec): 3 clusters
  Score: Raw -4008826.697511 + Penalty 3399.392385 = -4005427.305126
  nChanged 41
		SP:Iteration 22Q (14836.320000 sec): 3 clusters
  Score: Raw -4008838.146615 + Penalty 3399.392385 = -4005438.754230
  nChanged 32
		SP:Iteration 23Q (14836.390000 sec): 3 clusters
  Score: Raw -4008847.513373 + Penalty 3399.392385 = -4005448.120988
  nChanged 27
		SP:Iteration 24Q (14836.470000 sec): 3 clusters
  Score: Raw -4008853.942432 + Penalty 3399.392385 = -4005454.550046
  nChanged 19
		SP:Iteration 25Q (14836.540000 sec): 3 clusters
  Score: Raw -4008859.286177 + Penalty 3399.392385 = -4005459.893791
  nChanged 17
		SP:Iteration 26Q (14836.610000 sec): 3 clusters
  Score: Raw -4008862.011991 + Penalty 3399.392385 = -4005462.619605
  nChanged 12
		SP:Iteration 27Q (14836.680000 sec): 3 clusters
  Score: Raw -4008863.927968 + Penalty 3399.392385 = -4005464.535582
  nChanged 13
		SP:Iteration 28Q (14836.750000 sec): 3 clusters
  Score: Raw -4008865.743531 + Penalty 3399.392385 = -4005466.351146
  nChanged 8
		SP:Iteration 29Q (14836.820000 sec): 3 clusters
  Score: Raw -4008867.578974 + Penalty 3399.392385 = -4005468.186588
  nChanged 10
		SP:Iteration 30Q (14836.890000 sec): 3 clusters
  Score: Raw -4008868.880774 + Penalty 3399.392385 = -4005469.488389
  nChanged 5
		SP:Iteration 31Q (14836.960000 sec): 3 clusters
  Score: Raw -4008869.787228 + Penalty 3399.392385 = -4005470.394843
  nChanged 6
		SP:Iteration 32Q (14837.030000 sec): 3 clusters
  Score: Raw -4008871.120693 + Penalty 3399.392385 = -4005471.728308
  nChanged 4
		SP:Iteration 33Q (14837.100000 sec): 3 clusters
  Score: Raw -4008871.994597 + Penalty 3399.392385 = -4005472.602212
  nChanged 3
		SP:Iteration 34Q (14837.170000 sec): 3 clusters
  Score: Raw -4008872.400965 + Penalty 3399.392385 = -4005473.008580
  nChanged 3
		SP:Iteration 35Q (14837.240000 sec): 3 clusters
  Score: Raw -4008872.579795 + Penalty 3399.392385 = -4005473.187410
  nChanged 0
		SP:Iteration 36F (14837.330000 sec): 3 clusters
  Score: Raw -4008872.579795 + Penalty 3399.392385 = -4005473.187410
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14837.400000 sec): 2 clusters
  Score: Raw -2358741.093065 + Penalty 1610.264583 = -2357130.828482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14837.460000 sec): 3 clusters
  Score: Raw -2346641.048411 + Penalty 3220.529165 = -2343420.519246
  nChanged 9079
		SP:Iteration 1F (14837.510000 sec): 3 clusters
  Score: Raw -2351539.152919 + Penalty 3220.529165 = -2348318.623754
  nChanged 989
		SP:Iteration 2Q (14837.570000 sec): 3 clusters
  Score: Raw -2351877.911746 + Penalty 3220.529165 = -2348657.382581
  nChanged 924
		SP:Iteration 3Q (14837.620000 sec): 3 clusters
  Score: Raw -2352206.811661 + Penalty 3220.529165 = -2348986.282496
  nChanged 855
		SP:Iteration 4Q (14837.680000 sec): 3 clusters
  Score: Raw -2352513.046667 + Penalty 3220.529165 = -2349292.517502
  nChanged 818
		SP:Iteration 5Q (14837.750000 sec): 3 clusters
  Score: Raw -2352837.200877 + Penalty 3220.529165 = -2349616.671712
  nChanged 847
		SP:Iteration 6Q (14837.800000 sec): 3 clusters
  Score: Raw -2353237.655284 + Penalty 3220.529165 = -2350017.126119
  nChanged 945
		SP:Iteration 7Q (14837.850000 sec): 3 clusters
  Score: Raw -2353739.224258 + Penalty 3220.529165 = -2350518.695093
  nChanged 1004
		SP:Iteration 8Q (14837.910000 sec): 3 clusters
  Score: Raw -2354334.971003 + Penalty 3220.529165 = -2351114.441838
  nChanged 1057
		SP:Iteration 9F (14837.960000 sec): 3 clusters
  Score: Raw -2355075.495463 + Penalty 3220.529165 = -2351854.966298
  nChanged 1125
		SP:Iteration 10F (14838.020000 sec): 3 clusters
  Score: Raw -2355934.010020 + Penalty 3220.529165 = -2352713.480855
  nChanged 1042
		SP:Iteration 11F (14838.070000 sec): 3 clusters
  Score: Raw -2356665.478184 + Penalty 3220.529165 = -2353444.949019
  nChanged 837
		SP:Iteration 12Q (14838.130000 sec): 3 clusters
  Score: Raw -2357144.122617 + Penalty 3220.529165 = -2353923.593452
  nChanged 553
		SP:Iteration 13Q (14838.180000 sec): 3 clusters
  Score: Raw -2357397.596473 + Penalty 3220.529165 = -2354177.067308
  nChanged 384
		SP:Iteration 14Q (14838.230000 sec): 3 clusters
  Score: Raw -2357538.793495 + Penalty 3220.529165 = -2354318.264330
  nChanged 298
		SP:Iteration 15Q (14838.280000 sec): 3 clusters
  Score: Raw -2357632.626376 + Penalty 3220.529165 = -2354412.097211
  nChanged 243
		SP:Iteration 16Q (14838.330000 sec): 3 clusters
  Score: Raw -2357702.930856 + Penalty 3220.529165 = -2354482.401691
  nChanged 209
		SP:Iteration 17Q (14838.390000 sec): 3 clusters
  Score: Raw -2357756.003409 + Penalty 3220.529165 = -2354535.474244
  nChanged 160
		SP:Iteration 18Q (14838.440000 sec): 3 clusters
  Score: Raw -2357791.912849 + Penalty 3220.529165 = -2354571.383684
  nChanged 146
		SP:Iteration 19Q (14838.490000 sec): 3 clusters
  Score: Raw -2357823.118197 + Penalty 3220.529165 = -2354602.589032
  nChanged 141
		SP:Iteration 20F (14838.550000 sec): 3 clusters
  Score: Raw -2357851.931107 + Penalty 3220.529165 = -2354631.401942
  nChanged 112
		SP:Iteration 21Q (14838.600000 sec): 3 clusters
  Score: Raw -2357871.164053 + Penalty 3220.529165 = -2354650.634888
  nChanged 100
		SP:Iteration 22Q (14838.650000 sec): 3 clusters
  Score: Raw -2357884.805322 + Penalty 3220.529165 = -2354664.276157
  nChanged 80
		SP:Iteration 23Q (14838.700000 sec): 3 clusters
  Score: Raw -2357894.449748 + Penalty 3220.529165 = -2354673.920583
  nChanged 70
		SP:Iteration 24Q (14838.750000 sec): 3 clusters
  Score: Raw -2357902.411458 + Penalty 3220.529165 = -2354681.882293
  nChanged 51
		SP:Iteration 25Q (14838.810000 sec): 3 clusters
  Score: Raw -2357907.412140 + Penalty 3220.529165 = -2354686.882974
  nChanged 43
		SP:Iteration 26Q (14838.860000 sec): 3 clusters
  Score: Raw -2357910.859225 + Penalty 3220.529165 = -2354690.330060
  nChanged 29
		SP:Iteration 27Q (14838.910000 sec): 3 clusters
  Score: Raw -2357913.108776 + Penalty 3220.529165 = -2354692.579611
  nChanged 23
		SP:Iteration 28Q (14838.960000 sec): 3 clusters
  Score: Raw -2357914.793335 + Penalty 3220.529165 = -2354694.264170
  nChanged 20
		SP:Iteration 29Q (14839.010000 sec): 3 clusters
  Score: Raw -2357916.325016 + Penalty 3220.529165 = -2354695.795851
  nChanged 20
		SP:Iteration 30Q (14839.060000 sec): 3 clusters
  Score: Raw -2357917.759444 + Penalty 3220.529165 = -2354697.230279
  nChanged 16
		SP:Iteration 31Q (14839.110000 sec): 3 clusters
  Score: Raw -2357918.667719 + Penalty 3220.529165 = -2354698.138554
  nChanged 12
		SP:Iteration 32Q (14839.170000 sec): 3 clusters
  Score: Raw -2357919.428076 + Penalty 3220.529165 = -2354698.898911
  nChanged 15
		SP:Iteration 33Q (14839.220000 sec): 3 clusters
  Score: Raw -2357920.438875 + Penalty 3220.529165 = -2354699.909710
  nChanged 13
		SP:Iteration 34Q (14839.270000 sec): 3 clusters
  Score: Raw -2357921.518654 + Penalty 3220.529165 = -2354700.989489
  nChanged 9
		SP:Iteration 35Q (14839.320000 sec): 3 clusters
  Score: Raw -2357922.081885 + Penalty 3220.529165 = -2354701.552720
  nChanged 7
		SP:Iteration 36Q (14839.370000 sec): 3 clusters
  Score: Raw -2357922.533181 + Penalty 3220.529165 = -2354702.004016
  nChanged 8
		SP:Iteration 37Q (14839.430000 sec): 3 clusters
  Score: Raw -2357923.017511 + Penalty 3220.529165 = -2354702.488346
  nChanged 10
		SP:Iteration 38Q (14839.480000 sec): 3 clusters
  Score: Raw -2357923.501574 + Penalty 3220.529165 = -2354702.972409
  nChanged 5
		SP:Iteration 39Q (14839.530000 sec): 3 clusters
  Score: Raw -2357923.738341 + Penalty 3220.529165 = -2354703.209176
  nChanged 5
		SP:Iteration 40F (14839.580000 sec): 3 clusters
  Score: Raw -2357923.920335 + Penalty 3220.529165 = -2354703.391170
  nChanged 3
		SP:Iteration 41Q (14839.630000 sec): 3 clusters
  Score: Raw -2357924.027399 + Penalty 3220.529165 = -2354703.498234
  nChanged 1
		SP:Iteration 42Q (14839.690000 sec): 3 clusters
  Score: Raw -2357924.055963 + Penalty 3220.529165 = -2354703.526797
  nChanged 0
		SP:Iteration 43F (14839.740000 sec): 3 clusters
  Score: Raw -2357924.055963 + Penalty 3220.529165 = -2354703.526797
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14839.780000 sec): 2 clusters
  Score: Raw -1622773.455574 + Penalty 1553.730700 = -1621219.724875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14839.820000 sec): 3 clusters
  Score: Raw -1614476.145013 + Penalty 3107.461399 = -1611368.683614
  nChanged 6335
		SP:Iteration 1F (14839.860000 sec): 3 clusters
  Score: Raw -1617863.374134 + Penalty 3107.461399 = -1614755.912735
  nChanged 742
		SP:Iteration 2F (14839.890000 sec): 3 clusters
  Score: Raw -1618144.922509 + Penalty 3107.461399 = -1615037.461110
  nChanged 660
		SP:Iteration 3Q (14839.930000 sec): 3 clusters
  Score: Raw -1618398.734343 + Penalty 3107.461399 = -1615291.272944
  nChanged 586
		SP:Iteration 4Q (14839.970000 sec): 3 clusters
  Score: Raw -1618628.830462 + Penalty 3107.461399 = -1615521.369063
  nChanged 552
		SP:Iteration 5Q (14840.010000 sec): 3 clusters
  Score: Raw -1618847.963408 + Penalty 3107.461399 = -1615740.502009
  nChanged 554
		SP:Iteration 6Q (14840.050000 sec): 3 clusters
  Score: Raw -1619092.250626 + Penalty 3107.461399 = -1615984.789226
  nChanged 619
		SP:Iteration 7Q (14840.080000 sec): 3 clusters
  Score: Raw -1619420.489963 + Penalty 3107.461399 = -1616313.028564
  nChanged 712
		SP:Iteration 8F (14840.120000 sec): 3 clusters
  Score: Raw -1619859.739800 + Penalty 3107.461399 = -1616752.278401
  nChanged 816
		SP:Iteration 9F (14840.160000 sec): 3 clusters
  Score: Raw -1620436.820173 + Penalty 3107.461399 = -1617329.358773
  nChanged 774
		SP:Iteration 10F (14840.190000 sec): 3 clusters
  Score: Raw -1621033.674445 + Penalty 3107.461399 = -1617926.213046
  nChanged 672
		SP:Iteration 11Q (14840.230000 sec): 3 clusters
  Score: Raw -1621588.078038 + Penalty 3107.461399 = -1618480.616639
  nChanged 576
		SP:Iteration 12Q (14840.270000 sec): 3 clusters
  Score: Raw -1622106.439291 + Penalty 3107.461399 = -1618998.977892
  nChanged 441
		SP:Iteration 13Q (14840.310000 sec): 3 clusters
  Score: Raw -1622478.893977 + Penalty 3107.461399 = -1619371.432578
  nChanged 305
		SP:Iteration 14Q (14840.340000 sec): 3 clusters
  Score: Raw -1622778.779551 + Penalty 3107.461399 = -1619671.318152
  nChanged 254
		SP:Iteration 15Q (14840.370000 sec): 3 clusters
  Score: Raw -1623075.528656 + Penalty 3107.461399 = -1619968.067257
  nChanged 150
		SP:Iteration 16Q (14840.410000 sec): 3 clusters
  Score: Raw -1623222.935129 + Penalty 3107.461399 = -1620115.473730
  nChanged 138
		SP:Iteration 17Q (14840.430000 sec): 3 clusters
  Score: Raw -1623301.155321 + Penalty 3107.461399 = -1620193.693922
  nChanged 85
		SP:Iteration 18Q (14840.470000 sec): 3 clusters
  Score: Raw -1623339.238226 + Penalty 3107.461399 = -1620231.776826
  nChanged 71
		SP:Iteration 19Q (14840.490000 sec): 3 clusters
  Score: Raw -1623362.481126 + Penalty 3107.461399 = -1620255.019727
  nChanged 39
		SP:Iteration 20F (14840.530000 sec): 3 clusters
  Score: Raw -1623372.371335 + Penalty 3107.461399 = -1620264.909936
  nChanged 20
		SP:Iteration 21Q (14840.560000 sec): 3 clusters
  Score: Raw -1623377.132333 + Penalty 3107.461399 = -1620269.670934
  nChanged 21
		SP:Iteration 22Q (14840.590000 sec): 3 clusters
  Score: Raw -1623382.230056 + Penalty 3107.461399 = -1620274.768657
  nChanged 14
		SP:Iteration 23Q (14840.620000 sec): 3 clusters
  Score: Raw -1623385.750569 + Penalty 3107.461399 = -1620278.289170
  nChanged 10
		SP:Iteration 24Q (14840.650000 sec): 3 clusters
  Score: Raw -1623388.006927 + Penalty 3107.461399 = -1620280.545527
  nChanged 7
		SP:Iteration 25Q (14840.680000 sec): 3 clusters
  Score: Raw -1623389.127006 + Penalty 3107.461399 = -1620281.665607
  nChanged 1
		SP:Iteration 26Q (14840.710000 sec): 3 clusters
  Score: Raw -1623389.424467 + Penalty 3107.461399 = -1620281.963068
  nChanged 4
		SP:Iteration 27Q (14840.740000 sec): 3 clusters
  Score: Raw -1623389.952198 + Penalty 3107.461399 = -1620282.490799
  nChanged 0
		SP:Iteration 28F (14840.770000 sec): 3 clusters
  Score: Raw -1623389.952198 + Penalty 3107.461399 = -1620282.490799
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14840.790000 sec): 2 clusters
  Score: Raw -242124.176885 + Penalty 1240.028819 = -240884.148066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14840.790000 sec): 3 clusters
  Score: Raw -241252.054949 + Penalty 2480.057639 = -238771.997311
  nChanged 712
		SP:Iteration 1F (14840.800000 sec): 3 clusters
  Score: Raw -241717.555633 + Penalty 2480.057639 = -239237.497994
  nChanged 142
		SP:Iteration 2F (14840.810000 sec): 3 clusters
  Score: Raw -241809.887744 + Penalty 2480.057639 = -239329.830105
  nChanged 88
		SP:Iteration 3Q (14840.810000 sec): 3 clusters
  Score: Raw -241860.284360 + Penalty 2480.057639 = -239380.226721
  nChanged 49
		SP:Iteration 4Q (14840.810000 sec): 3 clusters
  Score: Raw -241879.869735 + Penalty 2480.057639 = -239399.812096
  nChanged 24
		SP:Iteration 5Q (14840.820000 sec): 3 clusters
  Score: Raw -241890.756350 + Penalty 2480.057639 = -239410.698711
  nChanged 18
		SP:Iteration 6Q (14840.830000 sec): 3 clusters
  Score: Raw -241901.060161 + Penalty 2480.057639 = -239421.002522
  nChanged 17
		SP:Iteration 7Q (14840.830000 sec): 3 clusters
  Score: Raw -241910.940568 + Penalty 2480.057639 = -239430.882929
  nChanged 13
		SP:Iteration 8Q (14840.840000 sec): 3 clusters
  Score: Raw -241918.085564 + Penalty 2480.057639 = -239438.027925
  nChanged 11
		SP:Iteration 9Q (14840.840000 sec): 3 clusters
  Score: Raw -241922.242816 + Penalty 2480.057639 = -239442.185178
  nChanged 7
		SP:Iteration 10Q (14840.850000 sec): 3 clusters
  Score: Raw -241924.953469 + Penalty 2480.057639 = -239444.895830
  nChanged 9
		SP:Iteration 11Q (14840.850000 sec): 3 clusters
  Score: Raw -241928.551295 + Penalty 2480.057639 = -239448.493656
  nChanged 9
		SP:Iteration 12Q (14840.860000 sec): 3 clusters
  Score: Raw -241931.642377 + Penalty 2480.057639 = -239451.584738
  nChanged 6
		SP:Iteration 13Q (14840.860000 sec): 3 clusters
  Score: Raw -241934.899468 + Penalty 2480.057639 = -239454.841830
  nChanged 4
		SP:Iteration 14Q (14840.870000 sec): 3 clusters
  Score: Raw -241936.161250 + Penalty 2480.057639 = -239456.103611
  nChanged 5
		SP:Iteration 15Q (14840.870000 sec): 3 clusters
  Score: Raw -241938.389945 + Penalty 2480.057639 = -239458.332306
  nChanged 5
		SP:Iteration 16Q (14840.880000 sec): 3 clusters
  Score: Raw -241939.870142 + Penalty 2480.057639 = -239459.812503
  nChanged 2
		SP:Iteration 17Q (14840.880000 sec): 3 clusters
  Score: Raw -241940.612171 + Penalty 2480.057639 = -239460.554532
  nChanged 2
		SP:Iteration 18Q (14840.890000 sec): 3 clusters
  Score: Raw -241941.148926 + Penalty 2480.057639 = -239461.091287
  nChanged 0
		SP:Iteration 19F (14840.890000 sec): 3 clusters
  Score: Raw -241941.148926 + Penalty 2480.057639 = -239461.091287
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14840.920000 sec): 2 clusters
  Score: Raw -758051.193755 + Penalty 1431.748163 = -756619.445592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14840.930000 sec): 3 clusters
  Score: Raw -754364.769131 + Penalty 2863.496326 = -751501.272805
  nChanged 2828
		SP:Iteration 1F (14840.950000 sec): 3 clusters
  Score: Raw -755879.159703 + Penalty 2863.496326 = -753015.663376
  nChanged 398
		SP:Iteration 2F (14840.970000 sec): 3 clusters
  Score: Raw -756042.020049 + Penalty 2863.496326 = -753178.523723
  nChanged 305
		SP:Iteration 3Q (14840.990000 sec): 3 clusters
  Score: Raw -756154.412792 + Penalty 2863.496326 = -753290.916465
  nChanged 222
		SP:Iteration 4Q (14841.000000 sec): 3 clusters
  Score: Raw -756244.952584 + Penalty 2863.496326 = -753381.456257
  nChanged 194
		SP:Iteration 5Q (14841.020000 sec): 3 clusters
  Score: Raw -756331.552784 + Penalty 2863.496326 = -753468.056458
  nChanged 213
		SP:Iteration 6Q (14841.040000 sec): 3 clusters
  Score: Raw -756431.662739 + Penalty 2863.496326 = -753568.166413
  nChanged 193
		SP:Iteration 7Q (14841.050000 sec): 3 clusters
  Score: Raw -756533.199367 + Penalty 2863.496326 = -753669.703041
  nChanged 210
		SP:Iteration 8Q (14841.070000 sec): 3 clusters
  Score: Raw -756640.347122 + Penalty 2863.496326 = -753776.850795
  nChanged 203
		SP:Iteration 9Q (14841.090000 sec): 3 clusters
  Score: Raw -756745.548802 + Penalty 2863.496326 = -753882.052476
  nChanged 222
		SP:Iteration 10Q (14841.110000 sec): 3 clusters
  Score: Raw -756870.486574 + Penalty 2863.496326 = -754006.990248
  nChanged 234
		SP:Iteration 11Q (14841.120000 sec): 3 clusters
  Score: Raw -757006.450774 + Penalty 2863.496326 = -754142.954448
  nChanged 250
		SP:Iteration 12Q (14841.140000 sec): 3 clusters
  Score: Raw -757162.163029 + Penalty 2863.496326 = -754298.666703
  nChanged 249
		SP:Iteration 13Q (14841.150000 sec): 3 clusters
  Score: Raw -757327.001486 + Penalty 2863.496326 = -754463.505160
  nChanged 234
		SP:Iteration 14Q (14841.170000 sec): 3 clusters
  Score: Raw -757474.671022 + Penalty 2863.496326 = -754611.174696
  nChanged 220
		SP:Iteration 15Q (14841.190000 sec): 3 clusters
  Score: Raw -757619.799393 + Penalty 2863.496326 = -754756.303067
  nChanged 185
		SP:Iteration 16Q (14841.200000 sec): 3 clusters
  Score: Raw -757735.156925 + Penalty 2863.496326 = -754871.660599
  nChanged 167
		SP:Iteration 17Q (14841.220000 sec): 3 clusters
  Score: Raw -757841.070912 + Penalty 2863.496326 = -754977.574586
  nChanged 143
		SP:Iteration 18Q (14841.230000 sec): 3 clusters
  Score: Raw -757936.727507 + Penalty 2863.496326 = -755073.231180
  nChanged 118
		SP:Iteration 19Q (14841.250000 sec): 3 clusters
  Score: Raw -758021.353210 + Penalty 2863.496326 = -755157.856884
  nChanged 113
		SP:Iteration 20F (14841.270000 sec): 3 clusters
  Score: Raw -758102.701809 + Penalty 2863.496326 = -755239.205483
  nChanged 90
		SP:Iteration 21Q (14841.280000 sec): 3 clusters
  Score: Raw -758154.013248 + Penalty 2863.496326 = -755290.516922
  nChanged 63
		SP:Iteration 22Q (14841.290000 sec): 3 clusters
  Score: Raw -758194.741133 + Penalty 2863.496326 = -755331.244807
  nChanged 53
		SP:Iteration 23Q (14841.310000 sec): 3 clusters
  Score: Raw -758225.063086 + Penalty 2863.496326 = -755361.566759
  nChanged 42
		SP:Iteration 24Q (14841.320000 sec): 3 clusters
  Score: Raw -758244.212051 + Penalty 2863.496326 = -755380.715724
  nChanged 29
		SP:Iteration 25Q (14841.340000 sec): 3 clusters
  Score: Raw -758257.328837 + Penalty 2863.496326 = -755393.832511
  nChanged 22
		SP:Iteration 26Q (14841.350000 sec): 3 clusters
  Score: Raw -758266.944019 + Penalty 2863.496326 = -755403.447692
  nChanged 14
		SP:Iteration 27Q (14841.370000 sec): 3 clusters
  Score: Raw -758274.578851 + Penalty 2863.496326 = -755411.082525
  nChanged 16
		SP:Iteration 28Q (14841.380000 sec): 3 clusters
  Score: Raw -758282.673126 + Penalty 2863.496326 = -755419.176800
  nChanged 13
		SP:Iteration 29Q (14841.390000 sec): 3 clusters
  Score: Raw -758288.798651 + Penalty 2863.496326 = -755425.302325
  nChanged 8
		SP:Iteration 30Q (14841.410000 sec): 3 clusters
  Score: Raw -758292.476104 + Penalty 2863.496326 = -755428.979778
  nChanged 8
		SP:Iteration 31Q (14841.420000 sec): 3 clusters
  Score: Raw -758296.470759 + Penalty 2863.496326 = -755432.974433
  nChanged 7
		SP:Iteration 32Q (14841.430000 sec): 3 clusters
  Score: Raw -758298.968701 + Penalty 2863.496326 = -755435.472375
  nChanged 4
		SP:Iteration 33Q (14841.450000 sec): 3 clusters
  Score: Raw -758300.398302 + Penalty 2863.496326 = -755436.901976
  nChanged 1
		SP:Iteration 34Q (14841.460000 sec): 3 clusters
  Score: Raw -758300.734289 + Penalty 2863.496326 = -755437.237963
  nChanged 1
		SP:Iteration 35Q (14841.470000 sec): 3 clusters
  Score: Raw -758301.009147 + Penalty 2863.496326 = -755437.512820
  nChanged 0
		SP:Iteration 36F (14841.490000 sec): 3 clusters
  Score: Raw -758301.009147 + Penalty 2863.496326 = -755437.512820
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14841.500000 sec): 2 clusters
  Score: Raw -180198.116639 + Penalty 1200.200800 = -178997.915838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14841.510000 sec): 3 clusters
  Score: Raw -179594.178698 + Penalty 2400.401600 = -177193.777098
  nChanged 559
		SP:Iteration 1F (14841.510000 sec): 3 clusters
  Score: Raw -180096.558525 + Penalty 2400.401600 = -177696.156925
  nChanged 135
		SP:Iteration 2F (14841.510000 sec): 3 clusters
  Score: Raw -180259.717982 + Penalty 2400.401600 = -177859.316382
  nChanged 71
		SP:Iteration 3Q (14841.520000 sec): 3 clusters
  Score: Raw -180361.523472 + Penalty 2400.401600 = -177961.121872
  nChanged 68
		SP:Iteration 4Q (14841.520000 sec): 3 clusters
  Score: Raw -180475.273688 + Penalty 2400.401600 = -178074.872087
  nChanged 89
		SP:Iteration 5F (14841.530000 sec): 3 clusters
  Score: Raw -180600.186099 + Penalty 2400.401600 = -178199.784499
  nChanged 95
		SP:Iteration 6F (14841.530000 sec): 3 clusters
  Score: Raw -180720.704404 + Penalty 2400.401600 = -178320.302803
  nChanged 93
		SP:Iteration 7F (14841.530000 sec): 3 clusters
  Score: Raw -180828.009344 + Penalty 2400.401600 = -178427.607744
  nChanged 74
		SP:Iteration 8Q (14841.540000 sec): 3 clusters
  Score: Raw -180905.837094 + Penalty 2400.401600 = -178505.435494
  nChanged 51
		SP:Iteration 9Q (14841.540000 sec): 3 clusters
  Score: Raw -180960.687138 + Penalty 2400.401600 = -178560.285538
  nChanged 38
		SP:Iteration 10Q (14841.540000 sec): 3 clusters
  Score: Raw -180999.404902 + Penalty 2400.401600 = -178599.003301
  nChanged 19
		SP:Iteration 11Q (14841.550000 sec): 3 clusters
  Score: Raw -181022.367822 + Penalty 2400.401600 = -178621.966221
  nChanged 19
		SP:Iteration 12Q (14841.550000 sec): 3 clusters
  Score: Raw -181045.409122 + Penalty 2400.401600 = -178645.007522
  nChanged 10
		SP:Iteration 13Q (14841.550000 sec): 3 clusters
  Score: Raw -181058.299727 + Penalty 2400.401600 = -178657.898127
  nChanged 7
		SP:Iteration 14Q (14841.560000 sec): 3 clusters
  Score: Raw -181065.775053 + Penalty 2400.401600 = -178665.373452
  nChanged 4
		SP:Iteration 15Q (14841.560000 sec): 3 clusters
  Score: Raw -181072.221160 + Penalty 2400.401600 = -178671.819560
  nChanged 6
		SP:Iteration 16Q (14841.570000 sec): 3 clusters
  Score: Raw -181080.914681 + Penalty 2400.401600 = -178680.513081
  nChanged 4
		SP:Iteration 17Q (14841.570000 sec): 3 clusters
  Score: Raw -181086.985300 + Penalty 2400.401600 = -178686.583700
  nChanged 4
		SP:Iteration 18Q (14841.570000 sec): 3 clusters
  Score: Raw -181091.178501 + Penalty 2400.401600 = -178690.776900
  nChanged 5
		SP:Iteration 19Q (14841.580000 sec): 3 clusters
  Score: Raw -181099.782918 + Penalty 2400.401600 = -178699.381318
  nChanged 4
		SP:Iteration 20F (14841.580000 sec): 3 clusters
  Score: Raw -181105.336859 + Penalty 2400.401600 = -178704.935259
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (12410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14841.630000 sec): 2 clusters
  Score: Raw -1417500.033484 + Penalty 1531.766905 = -1415968.266579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14841.660000 sec): 3 clusters
  Score: Raw -1410485.612742 + Penalty 3063.533810 = -1407422.078931
  nChanged 5423
		SP:Iteration 1F (14841.690000 sec): 3 clusters
  Score: Raw -1413708.189047 + Penalty 3063.533810 = -1410644.655236
  nChanged 1004
		SP:Iteration 2F (14841.720000 sec): 3 clusters
  Score: Raw -1414389.541053 + Penalty 3063.533810 = -1411326.007242
  nChanged 954
		SP:Iteration 3F (14841.750000 sec): 3 clusters
  Score: Raw -1415031.314439 + Penalty 3063.533810 = -1411967.780629
  nChanged 866
		SP:Iteration 4F (14841.790000 sec): 3 clusters
  Score: Raw -1415572.056632 + Penalty 3063.533810 = -1412508.522822
  nChanged 712
		SP:Iteration 5F (14841.820000 sec): 3 clusters
  Score: Raw -1415999.226732 + Penalty 3063.533810 = -1412935.692922
  nChanged 590
		SP:Iteration 6Q (14841.850000 sec): 3 clusters
  Score: Raw -1416345.833100 + Penalty 3063.533810 = -1413282.299290
  nChanged 497
		SP:Iteration 7Q (14841.890000 sec): 3 clusters
  Score: Raw -1416620.172650 + Penalty 3063.533810 = -1413556.638840
  nChanged 421
		SP:Iteration 8Q (14841.920000 sec): 3 clusters
  Score: Raw -1416861.147475 + Penalty 3063.533810 = -1413797.613665
  nChanged 357
		SP:Iteration 9Q (14841.950000 sec): 3 clusters
  Score: Raw -1417053.482030 + Penalty 3063.533810 = -1413989.948220
  nChanged 305
		SP:Iteration 10Q (14841.980000 sec): 3 clusters
  Score: Raw -1417232.634180 + Penalty 3063.533810 = -1414169.100369
  nChanged 276
		SP:Iteration 11Q (14842.010000 sec): 3 clusters
  Score: Raw -1417390.150806 + Penalty 3063.533810 = -1414326.616996
  nChanged 245
		SP:Iteration 12Q (14842.050000 sec): 3 clusters
  Score: Raw -1417524.312505 + Penalty 3063.533810 = -1414460.778694
  nChanged 169
		SP:Iteration 13Q (14842.080000 sec): 3 clusters
  Score: Raw -1417617.809888 + Penalty 3063.533810 = -1414554.276078
  nChanged 134
		SP:Iteration 14Q (14842.110000 sec): 3 clusters
  Score: Raw -1417701.881156 + Penalty 3063.533810 = -1414638.347346
  nChanged 117
		SP:Iteration 15Q (14842.140000 sec): 3 clusters
  Score: Raw -1417782.876190 + Penalty 3063.533810 = -1414719.342379
  nChanged 111
		SP:Iteration 16Q (14842.170000 sec): 3 clusters
  Score: Raw -1417854.914836 + Penalty 3063.533810 = -1414791.381025
  nChanged 113
		SP:Iteration 17Q (14842.190000 sec): 3 clusters
  Score: Raw -1417940.272077 + Penalty 3063.533810 = -1414876.738266
  nChanged 87
		SP:Iteration 18Q (14842.220000 sec): 3 clusters
  Score: Raw -1418007.948617 + Penalty 3063.533810 = -1414944.414807
  nChanged 92
		SP:Iteration 19Q (14842.250000 sec): 3 clusters
  Score: Raw -1418062.361752 + Penalty 3063.533810 = -1414998.827941
  nChanged 77
		SP:Iteration 20F (14842.280000 sec): 3 clusters
  Score: Raw -1418118.142407 + Penalty 3063.533810 = -1415054.608596
  nChanged 80
		SP:Iteration 21Q (14842.310000 sec): 3 clusters
  Score: Raw -1418170.931398 + Penalty 3063.533810 = -1415107.397587
  nChanged 70
		SP:Iteration 22Q (14842.330000 sec): 3 clusters
  Score: Raw -1418231.463259 + Penalty 3063.533810 = -1415167.929448
  nChanged 61
		SP:Iteration 23Q (14842.360000 sec): 3 clusters
  Score: Raw -1418275.254654 + Penalty 3063.533810 = -1415211.720843
  nChanged 57
		SP:Iteration 24Q (14842.380000 sec): 3 clusters
  Score: Raw -1418311.168971 + Penalty 3063.533810 = -1415247.635161
  nChanged 52
		SP:Iteration 25Q (14842.410000 sec): 3 clusters
  Score: Raw -1418339.305483 + Penalty 3063.533810 = -1415275.771673
  nChanged 39
		SP:Iteration 26Q (14842.430000 sec): 3 clusters
  Score: Raw -1418362.964662 + Penalty 3063.533810 = -1415299.430852
  nChanged 33
		SP:Iteration 27Q (14842.450000 sec): 3 clusters
  Score: Raw -1418383.775595 + Penalty 3063.533810 = -1415320.241785
  nChanged 43
		SP:Iteration 28Q (14842.480000 sec): 3 clusters
  Score: Raw -1418399.115807 + Penalty 3063.533810 = -1415335.581997
  nChanged 22
		SP:Iteration 29Q (14842.500000 sec): 3 clusters
  Score: Raw -1418403.726597 + Penalty 3063.533810 = -1415340.192786
  nChanged 11
		SP:Iteration 30Q (14842.530000 sec): 3 clusters
  Score: Raw -1418405.847184 + Penalty 3063.533810 = -1415342.313374
  nChanged 10
		SP:Iteration 31Q (14842.550000 sec): 3 clusters
  Score: Raw -1418408.160840 + Penalty 3063.533810 = -1415344.627030
  nChanged 7
		SP:Iteration 32Q (14842.580000 sec): 3 clusters
  Score: Raw -1418410.061154 + Penalty 3063.533810 = -1415346.527344
  nChanged 2
		SP:Iteration 33Q (14842.600000 sec): 3 clusters
  Score: Raw -1418410.653525 + Penalty 3063.533810 = -1415347.119714
  nChanged 3
		SP:Iteration 34Q (14842.630000 sec): 3 clusters
  Score: Raw -1418411.090083 + Penalty 3063.533810 = -1415347.556272
  nChanged 1
		SP:Iteration 35Q (14842.650000 sec): 3 clusters
  Score: Raw -1418411.226210 + Penalty 3063.533810 = -1415347.692400
  nChanged 3
		SP:Iteration 36Q (14842.670000 sec): 3 clusters
  Score: Raw -1418411.995047 + Penalty 3063.533810 = -1415348.461236
  nChanged 3
		SP:Iteration 37Q (14842.700000 sec): 3 clusters
  Score: Raw -1418412.469124 + Penalty 3063.533810 = -1415348.935314
  nChanged 2
		SP:Iteration 38Q (14842.720000 sec): 3 clusters
  Score: Raw -1418412.969156 + Penalty 3063.533810 = -1415349.435345
  nChanged 1
		SP:Iteration 39Q (14842.750000 sec): 3 clusters
  Score: Raw -1418413.115055 + Penalty 3063.533810 = -1415349.581244
  nChanged 0
		SP:Iteration 40F (14842.780000 sec): 3 clusters
  Score: Raw -1418413.115055 + Penalty 3063.533810 = -1415349.581244
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14842.790000 sec): 2 clusters
  Score: Raw -149606.941321 + Penalty 1195.810021 = -148411.131300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14842.800000 sec): 3 clusters
  Score: Raw -149012.201116 + Penalty 2391.620042 = -146620.581074
  nChanged 556
		SP:Iteration 1F (14842.800000 sec): 3 clusters
  Score: Raw -149566.529296 + Penalty 2391.620042 = -147174.909254
  nChanged 179
		SP:Iteration 2F (14842.810000 sec): 3 clusters
  Score: Raw -149913.132067 + Penalty 2391.620042 = -147521.512025
  nChanged 149
		SP:Iteration 3F (14842.810000 sec): 3 clusters
  Score: Raw -150228.344696 + Penalty 2391.620042 = -147836.724654
  nChanged 109
		SP:Iteration 4F (14842.810000 sec): 3 clusters
  Score: Raw -150451.909568 + Penalty 2391.620042 = -148060.289526
  nChanged 78
		SP:Iteration 5Q (14842.810000 sec): 3 clusters
  Score: Raw -150564.439043 + Penalty 2391.620042 = -148172.819001
  nChanged 45
		SP:Iteration 6Q (14842.820000 sec): 3 clusters
  Score: Raw -150615.667764 + Penalty 2391.620042 = -148224.047722
  nChanged 26
		SP:Iteration 7Q (14842.820000 sec): 3 clusters
  Score: Raw -150640.723433 + Penalty 2391.620042 = -148249.103391
  nChanged 15
		SP:Iteration 8Q (14842.830000 sec): 3 clusters
  Score: Raw -150653.481422 + Penalty 2391.620042 = -148261.861380
  nChanged 9
		SP:Iteration 9Q (14842.830000 sec): 3 clusters
  Score: Raw -150661.388623 + Penalty 2391.620042 = -148269.768581
  nChanged 7
		SP:Iteration 10Q (14842.830000 sec): 3 clusters
  Score: Raw -150668.097024 + Penalty 2391.620042 = -148276.476982
  nChanged 4
		SP:Iteration 11Q (14842.840000 sec): 3 clusters
  Score: Raw -150671.793493 + Penalty 2391.620042 = -148280.173451
  nChanged 3
		SP:Iteration 12Q (14842.840000 sec): 3 clusters
  Score: Raw -150674.033299 + Penalty 2391.620042 = -148282.413257
  nChanged 2
		SP:Iteration 13Q (14842.840000 sec): 3 clusters
  Score: Raw -150675.723489 + Penalty 2391.620042 = -148284.103447
  nChanged 2
		SP:Iteration 14Q (14842.850000 sec): 3 clusters
  Score: Raw -150677.903756 + Penalty 2391.620042 = -148286.283714
  nChanged 1
		SP:Iteration 15Q (14842.850000 sec): 3 clusters
  Score: Raw -150678.258816 + Penalty 2391.620042 = -148286.638774
  nChanged 0
		SP:Iteration 16F (14842.850000 sec): 3 clusters
  Score: Raw -150678.258816 + Penalty 2391.620042 = -148286.638774
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14842.890000 sec): 2 clusters
  Score: Raw -1174732.725667 + Penalty 1501.246793 = -1173231.478874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14842.910000 sec): 3 clusters
  Score: Raw -1168881.558329 + Penalty 3002.493586 = -1165879.064743
  nChanged 4455
		SP:Iteration 1F (14842.940000 sec): 3 clusters
  Score: Raw -1171367.180598 + Penalty 3002.493586 = -1168364.687012
  nChanged 711
		SP:Iteration 2F (14842.970000 sec): 3 clusters
  Score: Raw -1171767.476294 + Penalty 3002.493586 = -1168764.982709
  nChanged 646
		SP:Iteration 3F (14842.990000 sec): 3 clusters
  Score: Raw -1172118.938025 + Penalty 3002.493586 = -1169116.444439
  nChanged 553
		SP:Iteration 4F (14843.020000 sec): 3 clusters
  Score: Raw -1172419.451000 + Penalty 3002.493586 = -1169416.957415
  nChanged 516
		SP:Iteration 5F (14843.050000 sec): 3 clusters
  Score: Raw -1172696.812748 + Penalty 3002.493586 = -1169694.319162
  nChanged 471
		SP:Iteration 6Q (14843.070000 sec): 3 clusters
  Score: Raw -1172924.649398 + Penalty 3002.493586 = -1169922.155812
  nChanged 390
		SP:Iteration 7Q (14843.100000 sec): 3 clusters
  Score: Raw -1173113.273198 + Penalty 3002.493586 = -1170110.779612
  nChanged 374
		SP:Iteration 8Q (14843.130000 sec): 3 clusters
  Score: Raw -1173297.611409 + Penalty 3002.493586 = -1170295.117824
  nChanged 351
		SP:Iteration 9Q (14843.150000 sec): 3 clusters
  Score: Raw -1173465.461633 + Penalty 3002.493586 = -1170462.968047
  nChanged 309
		SP:Iteration 10Q (14843.180000 sec): 3 clusters
  Score: Raw -1173616.117233 + Penalty 3002.493586 = -1170613.623647
  nChanged 301
		SP:Iteration 11Q (14843.210000 sec): 3 clusters
  Score: Raw -1173775.863632 + Penalty 3002.493586 = -1170773.370047
  nChanged 288
		SP:Iteration 12Q (14843.230000 sec): 3 clusters
  Score: Raw -1173943.385078 + Penalty 3002.493586 = -1170940.891492
  nChanged 290
		SP:Iteration 13Q (14843.260000 sec): 3 clusters
  Score: Raw -1174114.440741 + Penalty 3002.493586 = -1171111.947155
  nChanged 275
		SP:Iteration 14Q (14843.280000 sec): 3 clusters
  Score: Raw -1174331.973142 + Penalty 3002.493586 = -1171329.479556
  nChanged 283
		SP:Iteration 15Q (14843.310000 sec): 3 clusters
  Score: Raw -1174587.267977 + Penalty 3002.493586 = -1171584.774391
  nChanged 264
		SP:Iteration 16Q (14843.340000 sec): 3 clusters
  Score: Raw -1174791.804508 + Penalty 3002.493586 = -1171789.310923
  nChanged 236
		SP:Iteration 17Q (14843.360000 sec): 3 clusters
  Score: Raw -1174979.812066 + Penalty 3002.493586 = -1171977.318480
  nChanged 191
		SP:Iteration 18Q (14843.390000 sec): 3 clusters
  Score: Raw -1175117.300325 + Penalty 3002.493586 = -1172114.806740
  nChanged 174
		SP:Iteration 19Q (14843.410000 sec): 3 clusters
  Score: Raw -1175263.496411 + Penalty 3002.493586 = -1172261.002826
  nChanged 138
		SP:Iteration 20F (14843.440000 sec): 3 clusters
  Score: Raw -1175382.583375 + Penalty 3002.493586 = -1172380.089790
  nChanged 121
		SP:Iteration 21Q (14843.460000 sec): 3 clusters
  Score: Raw -1175486.376105 + Penalty 3002.493586 = -1172483.882519
  nChanged 112
		SP:Iteration 22Q (14843.490000 sec): 3 clusters
  Score: Raw -1175572.660322 + Penalty 3002.493586 = -1172570.166737
  nChanged 106
		SP:Iteration 23Q (14843.510000 sec): 3 clusters
  Score: Raw -1175640.280068 + Penalty 3002.493586 = -1172637.786483
  nChanged 80
		SP:Iteration 24Q (14843.530000 sec): 3 clusters
  Score: Raw -1175684.276839 + Penalty 3002.493586 = -1172681.783253
  nChanged 59
		SP:Iteration 25Q (14843.550000 sec): 3 clusters
  Score: Raw -1175706.598201 + Penalty 3002.493586 = -1172704.104616
  nChanged 36
		SP:Iteration 26Q (14843.570000 sec): 3 clusters
  Score: Raw -1175718.011898 + Penalty 3002.493586 = -1172715.518312
  nChanged 34
		SP:Iteration 27Q (14843.590000 sec): 3 clusters
  Score: Raw -1175728.116526 + Penalty 3002.493586 = -1172725.622940
  nChanged 29
		SP:Iteration 28Q (14843.620000 sec): 3 clusters
  Score: Raw -1175737.470828 + Penalty 3002.493586 = -1172734.977242
  nChanged 26
		SP:Iteration 29Q (14843.640000 sec): 3 clusters
  Score: Raw -1175744.838881 + Penalty 3002.493586 = -1172742.345295
  nChanged 19
		SP:Iteration 30Q (14843.660000 sec): 3 clusters
  Score: Raw -1175749.588184 + Penalty 3002.493586 = -1172747.094598
  nChanged 11
		SP:Iteration 31Q (14843.680000 sec): 3 clusters
  Score: Raw -1175752.309186 + Penalty 3002.493586 = -1172749.815600
  nChanged 7
		SP:Iteration 32Q (14843.700000 sec): 3 clusters
  Score: Raw -1175754.127489 + Penalty 3002.493586 = -1172751.633903
  nChanged 9
		SP:Iteration 33Q (14843.720000 sec): 3 clusters
  Score: Raw -1175756.001661 + Penalty 3002.493586 = -1172753.508076
  nChanged 6
		SP:Iteration 34Q (14843.750000 sec): 3 clusters
  Score: Raw -1175756.817716 + Penalty 3002.493586 = -1172754.324130
  nChanged 7
		SP:Iteration 35Q (14843.770000 sec): 3 clusters
  Score: Raw -1175757.832296 + Penalty 3002.493586 = -1172755.338711
  nChanged 3
		SP:Iteration 36Q (14843.790000 sec): 3 clusters
  Score: Raw -1175758.270389 + Penalty 3002.493586 = -1172755.776803
  nChanged 2
		SP:Iteration 37Q (14843.810000 sec): 3 clusters
  Score: Raw -1175758.465054 + Penalty 3002.493586 = -1172755.971468
  nChanged 2
		SP:Iteration 38Q (14843.830000 sec): 3 clusters
  Score: Raw -1175759.304932 + Penalty 3002.493586 = -1172756.811346
  nChanged 2
		SP:Iteration 39Q (14843.850000 sec): 3 clusters
  Score: Raw -1175759.553561 + Penalty 3002.493586 = -1172757.059975
  nChanged 3
		SP:Iteration 40F (14843.870000 sec): 3 clusters
  Score: Raw -1175760.222284 + Penalty 3002.493586 = -1172757.728698
  nChanged 3
		SP:Iteration 41Q (14843.890000 sec): 3 clusters
  Score: Raw -1175760.766666 + Penalty 3002.493586 = -1172758.273080
  nChanged 2
		SP:Iteration 42Q (14843.910000 sec): 3 clusters
  Score: Raw -1175761.109634 + Penalty 3002.493586 = -1172758.616049
  nChanged 4
		SP:Iteration 43Q (14843.930000 sec): 3 clusters
  Score: Raw -1175761.957959 + Penalty 3002.493586 = -1172759.464374
  nChanged 3
		SP:Iteration 44Q (14843.950000 sec): 3 clusters
  Score: Raw -1175762.475509 + Penalty 3002.493586 = -1172759.981923
  nChanged 3
		SP:Iteration 45Q (14843.970000 sec): 3 clusters
  Score: Raw -1175763.023328 + Penalty 3002.493586 = -1172760.529742
  nChanged 3
		SP:Iteration 46Q (14843.990000 sec): 3 clusters
  Score: Raw -1175763.619016 + Penalty 3002.493586 = -1172761.125430
  nChanged 2
		SP:Iteration 47Q (14844.010000 sec): 3 clusters
  Score: Raw -1175763.849734 + Penalty 3002.493586 = -1172761.356148
  nChanged 0
		SP:Iteration 48F (14844.040000 sec): 3 clusters
  Score: Raw -1175763.849734 + Penalty 3002.493586 = -1172761.356148
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14844.060000 sec): 2 clusters
  Score: Raw -573006.761289 + Penalty 1385.467638 = -571621.293651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14844.070000 sec): 3 clusters
  Score: Raw -570355.334957 + Penalty 2770.935277 = -567584.399680
  nChanged 2056
		SP:Iteration 1F (14844.090000 sec): 3 clusters
  Score: Raw -571458.511582 + Penalty 2770.935277 = -568687.576305
  nChanged 372
		SP:Iteration 2F (14844.100000 sec): 3 clusters
  Score: Raw -571641.249709 + Penalty 2770.935277 = -568870.314432
  nChanged 256
		SP:Iteration 3F (14844.110000 sec): 3 clusters
  Score: Raw -571758.089805 + Penalty 2770.935277 = -568987.154528
  nChanged 174
		SP:Iteration 4Q (14844.130000 sec): 3 clusters
  Score: Raw -571827.285340 + Penalty 2770.935277 = -569056.350064
  nChanged 145
		SP:Iteration 5Q (14844.140000 sec): 3 clusters
  Score: Raw -571897.110670 + Penalty 2770.935277 = -569126.175393
  nChanged 168
		SP:Iteration 6Q (14844.150000 sec): 3 clusters
  Score: Raw -571964.153557 + Penalty 2770.935277 = -569193.218281
  nChanged 141
		SP:Iteration 7Q (14844.160000 sec): 3 clusters
  Score: Raw -572024.260284 + Penalty 2770.935277 = -569253.325008
  nChanged 138
		SP:Iteration 8Q (14844.170000 sec): 3 clusters
  Score: Raw -572082.406820 + Penalty 2770.935277 = -569311.471543
  nChanged 143
		SP:Iteration 9Q (14844.190000 sec): 3 clusters
  Score: Raw -572143.732492 + Penalty 2770.935277 = -569372.797215
  nChanged 155
		SP:Iteration 10Q (14844.200000 sec): 3 clusters
  Score: Raw -572230.102511 + Penalty 2770.935277 = -569459.167234
  nChanged 192
		SP:Iteration 11Q (14844.210000 sec): 3 clusters
  Score: Raw -572339.710540 + Penalty 2770.935277 = -569568.775264
  nChanged 185
		SP:Iteration 12Q (14844.230000 sec): 3 clusters
  Score: Raw -572452.573935 + Penalty 2770.935277 = -569681.638658
  nChanged 191
		SP:Iteration 13Q (14844.240000 sec): 3 clusters
  Score: Raw -572581.387907 + Penalty 2770.935277 = -569810.452630
  nChanged 180
		SP:Iteration 14Q (14844.250000 sec): 3 clusters
  Score: Raw -572706.782926 + Penalty 2770.935277 = -569935.847650
  nChanged 154
		SP:Iteration 15Q (14844.270000 sec): 3 clusters
  Score: Raw -572820.858491 + Penalty 2770.935277 = -570049.923214
  nChanged 145
		SP:Iteration 16Q (14844.280000 sec): 3 clusters
  Score: Raw -572927.779512 + Penalty 2770.935277 = -570156.844235
  nChanged 100
		SP:Iteration 17Q (14844.290000 sec): 3 clusters
  Score: Raw -572995.923062 + Penalty 2770.935277 = -570224.987785
  nChanged 84
		SP:Iteration 18Q (14844.300000 sec): 3 clusters
  Score: Raw -573052.047960 + Penalty 2770.935277 = -570281.112684
  nChanged 62
		SP:Iteration 19Q (14844.310000 sec): 3 clusters
  Score: Raw -573091.536929 + Penalty 2770.935277 = -570320.601653
  nChanged 46
		SP:Iteration 20F (14844.330000 sec): 3 clusters
  Score: Raw -573121.394828 + Penalty 2770.935277 = -570350.459552
  nChanged 36
		SP:Iteration 21Q (14844.340000 sec): 3 clusters
  Score: Raw -573148.489557 + Penalty 2770.935277 = -570377.554281
  nChanged 23
		SP:Iteration 22Q (14844.350000 sec): 3 clusters
  Score: Raw -573161.814276 + Penalty 2770.935277 = -570390.879000
  nChanged 20
		SP:Iteration 23Q (14844.360000 sec): 3 clusters
  Score: Raw -573174.680606 + Penalty 2770.935277 = -570403.745329
  nChanged 11
		SP:Iteration 24Q (14844.370000 sec): 3 clusters
  Score: Raw -573182.532839 + Penalty 2770.935277 = -570411.597563
  nChanged 11
		SP:Iteration 25Q (14844.390000 sec): 3 clusters
  Score: Raw -573189.099461 + Penalty 2770.935277 = -570418.164184
  nChanged 16
		SP:Iteration 26Q (14844.400000 sec): 3 clusters
  Score: Raw -573199.646364 + Penalty 2770.935277 = -570428.711087
  nChanged 13
		SP:Iteration 27Q (14844.410000 sec): 3 clusters
  Score: Raw -573210.752140 + Penalty 2770.935277 = -570439.816864
  nChanged 13
		SP:Iteration 28Q (14844.420000 sec): 3 clusters
  Score: Raw -573223.298507 + Penalty 2770.935277 = -570452.363230
  nChanged 10
		SP:Iteration 29Q (14844.430000 sec): 3 clusters
  Score: Raw -573230.279019 + Penalty 2770.935277 = -570459.343743
  nChanged 8
		SP:Iteration 30Q (14844.450000 sec): 3 clusters
  Score: Raw -573235.763991 + Penalty 2770.935277 = -570464.828714
  nChanged 7
		SP:Iteration 31Q (14844.460000 sec): 3 clusters
  Score: Raw -573239.552195 + Penalty 2770.935277 = -570468.616919
  nChanged 5
		SP:Iteration 32Q (14844.470000 sec): 3 clusters
  Score: Raw -573243.073313 + Penalty 2770.935277 = -570472.138037
  nChanged 3
		SP:Iteration 33Q (14844.480000 sec): 3 clusters
  Score: Raw -573245.134534 + Penalty 2770.935277 = -570474.199257
  nChanged 3
		SP:Iteration 34Q (14844.490000 sec): 3 clusters
  Score: Raw -573246.717604 + Penalty 2770.935277 = -570475.782328
  nChanged 2
		SP:Iteration 35Q (14844.510000 sec): 3 clusters
  Score: Raw -573247.706750 + Penalty 2770.935277 = -570476.771473
  nChanged 0
		SP:Iteration 36F (14844.520000 sec): 3 clusters
  Score: Raw -573247.706750 + Penalty 2770.935277 = -570476.771473
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14844.540000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14844.560000 sec): 3 clusters
  Score: Raw -765409.622603 + Penalty 2868.974794 = -762540.647809
  nChanged 2801
		SP:Iteration 1F (14844.570000 sec): 3 clusters
  Score: Raw -766913.449264 + Penalty 2868.974794 = -764044.474470
  nChanged 488
		SP:Iteration 2F (14844.590000 sec): 3 clusters
  Score: Raw -767182.833874 + Penalty 2868.974794 = -764313.859080
  nChanged 419
		SP:Iteration 3F (14844.610000 sec): 3 clusters
  Score: Raw -767460.052895 + Penalty 2868.974794 = -764591.078101
  nChanged 387
		SP:Iteration 4F (14844.630000 sec): 3 clusters
  Score: Raw -767735.016985 + Penalty 2868.974794 = -764866.042191
  nChanged 372
		SP:Iteration 5F (14844.650000 sec): 3 clusters
  Score: Raw -768013.192892 + Penalty 2868.974794 = -765144.218098
  nChanged 336
		SP:Iteration 6Q (14844.660000 sec): 3 clusters
  Score: Raw -768236.989289 + Penalty 2868.974794 = -765368.014495
  nChanged 303
		SP:Iteration 7Q (14844.680000 sec): 3 clusters
  Score: Raw -768445.214364 + Penalty 2868.974794 = -765576.239570
  nChanged 246
		SP:Iteration 8Q (14844.690000 sec): 3 clusters
  Score: Raw -768610.187280 + Penalty 2868.974794 = -765741.212486
  nChanged 205
		SP:Iteration 9Q (14844.710000 sec): 3 clusters
  Score: Raw -768754.780616 + Penalty 2868.974794 = -765885.805822
  nChanged 171
		SP:Iteration 10Q (14844.730000 sec): 3 clusters
  Score: Raw -768873.237319 + Penalty 2868.974794 = -766004.262525
  nChanged 142
		SP:Iteration 11Q (14844.750000 sec): 3 clusters
  Score: Raw -768942.331458 + Penalty 2868.974794 = -766073.356664
  nChanged 105
		SP:Iteration 12Q (14844.760000 sec): 3 clusters
  Score: Raw -768986.066841 + Penalty 2868.974794 = -766117.092047
  nChanged 76
		SP:Iteration 13Q (14844.780000 sec): 3 clusters
  Score: Raw -769018.815957 + Penalty 2868.974794 = -766149.841163
  nChanged 63
		SP:Iteration 14Q (14844.790000 sec): 3 clusters
  Score: Raw -769045.025480 + Penalty 2868.974794 = -766176.050686
  nChanged 46
		SP:Iteration 15Q (14844.810000 sec): 3 clusters
  Score: Raw -769059.100272 + Penalty 2868.974794 = -766190.125478
  nChanged 40
		SP:Iteration 16Q (14844.820000 sec): 3 clusters
  Score: Raw -769075.204651 + Penalty 2868.974794 = -766206.229857
  nChanged 35
		SP:Iteration 17Q (14844.840000 sec): 3 clusters
  Score: Raw -769088.104753 + Penalty 2868.974794 = -766219.129959
  nChanged 37
		SP:Iteration 18Q (14844.850000 sec): 3 clusters
  Score: Raw -769099.920605 + Penalty 2868.974794 = -766230.945811
  nChanged 29
		SP:Iteration 19Q (14844.870000 sec): 3 clusters
  Score: Raw -769110.176889 + Penalty 2868.974794 = -766241.202095
  nChanged 26
		SP:Iteration 20F (14844.890000 sec): 3 clusters
  Score: Raw -769116.928212 + Penalty 2868.974794 = -766247.953418
  nChanged 17
		SP:Iteration 21Q (14844.900000 sec): 3 clusters
  Score: Raw -769122.046351 + Penalty 2868.974794 = -766253.071557
  nChanged 13
		SP:Iteration 22Q (14844.920000 sec): 3 clusters
  Score: Raw -769124.984813 + Penalty 2868.974794 = -766256.010019
  nChanged 15
		SP:Iteration 23Q (14844.930000 sec): 3 clusters
  Score: Raw -769127.635304 + Penalty 2868.974794 = -766258.660510
  nChanged 9
		SP:Iteration 24Q (14844.950000 sec): 3 clusters
  Score: Raw -769129.239249 + Penalty 2868.974794 = -766260.264455
  nChanged 5
		SP:Iteration 25Q (14844.970000 sec): 3 clusters
  Score: Raw -769130.634458 + Penalty 2868.974794 = -766261.659664
  nChanged 5
		SP:Iteration 26Q (14844.980000 sec): 3 clusters
  Score: Raw -769132.199925 + Penalty 2868.974794 = -766263.225131
  nChanged 9
		SP:Iteration 27Q (14844.990000 sec): 3 clusters
  Score: Raw -769134.165389 + Penalty 2868.974794 = -766265.190595
  nChanged 10
		SP:Iteration 28Q (14845.010000 sec): 3 clusters
  Score: Raw -769137.318860 + Penalty 2868.974794 = -766268.344066
  nChanged 11
		SP:Iteration 29Q (14845.030000 sec): 3 clusters
  Score: Raw -769140.251857 + Penalty 2868.974794 = -766271.277063
  nChanged 13
		SP:Iteration 30Q (14845.040000 sec): 3 clusters
  Score: Raw -769143.925493 + Penalty 2868.974794 = -766274.950699
  nChanged 11
		SP:Iteration 31Q (14845.050000 sec): 3 clusters
  Score: Raw -769147.046062 + Penalty 2868.974794 = -766278.071268
  nChanged 13
		SP:Iteration 32Q (14845.070000 sec): 3 clusters
  Score: Raw -769150.263558 + Penalty 2868.974794 = -766281.288764
  nChanged 10
		SP:Iteration 33Q (14845.090000 sec): 3 clusters
  Score: Raw -769152.420707 + Penalty 2868.974794 = -766283.445913
  nChanged 9
		SP:Iteration 34Q (14845.100000 sec): 3 clusters
  Score: Raw -769154.667868 + Penalty 2868.974794 = -766285.693074
  nChanged 7
		SP:Iteration 35Q (14845.110000 sec): 3 clusters
  Score: Raw -769156.619301 + Penalty 2868.974794 = -766287.644507
  nChanged 10
		SP:Iteration 36Q (14845.130000 sec): 3 clusters
  Score: Raw -769160.081279 + Penalty 2868.974794 = -766291.106485
  nChanged 16
		SP:Iteration 37Q (14845.150000 sec): 3 clusters
  Score: Raw -769164.952891 + Penalty 2868.974794 = -766295.978097
  nChanged 15
		SP:Iteration 38Q (14845.160000 sec): 3 clusters
  Score: Raw -769168.945018 + Penalty 2868.974794 = -766299.970224
  nChanged 15
		SP:Iteration 39Q (14845.180000 sec): 3 clusters
  Score: Raw -769173.152042 + Penalty 2868.974794 = -766304.177248
  nChanged 16
		SP:Iteration 40F (14845.190000 sec): 3 clusters
  Score: Raw -769177.235753 + Penalty 2868.974794 = -766308.260959
  nChanged 11
		SP:Iteration 41Q (14845.210000 sec): 3 clusters
  Score: Raw -769180.617777 + Penalty 2868.974794 = -766311.642983
  nChanged 11
		SP:Iteration 42Q (14845.230000 sec): 3 clusters
  Score: Raw -769183.302870 + Penalty 2868.974794 = -766314.328076
  nChanged 6
		SP:Iteration 43Q (14845.240000 sec): 3 clusters
  Score: Raw -769184.722423 + Penalty 2868.974794 = -766315.747629
  nChanged 9
		SP:Iteration 44Q (14845.250000 sec): 3 clusters
  Score: Raw -769186.943525 + Penalty 2868.974794 = -766317.968731
  nChanged 6
		SP:Iteration 45Q (14845.270000 sec): 3 clusters
  Score: Raw -769188.492440 + Penalty 2868.974794 = -766319.517646
  nChanged 5
		SP:Iteration 46Q (14845.290000 sec): 3 clusters
  Score: Raw -769190.528022 + Penalty 2868.974794 = -766321.553228
  nChanged 5
		SP:Iteration 47Q (14845.300000 sec): 3 clusters
  Score: Raw -769192.311969 + Penalty 2868.974794 = -766323.337175
  nChanged 6
		SP:Iteration 48Q (14845.320000 sec): 3 clusters
  Score: Raw -769193.548198 + Penalty 2868.974794 = -766324.573404
  nChanged 6
		SP:Iteration 49Q (14845.330000 sec): 3 clusters
  Score: Raw -769195.380421 + Penalty 2868.974794 = -766326.405627
  nChanged 7
		SP:Iteration 50Q (14845.350000 sec): 3 clusters
  Score: Raw -769197.191750 + Penalty 2868.974794 = -766328.216956
  nChanged 6
		SP:Iteration 51Q (14845.360000 sec): 3 clusters
  Score: Raw -769199.204147 + Penalty 2868.974794 = -766330.229353
  nChanged 9
		SP:Iteration 52Q (14845.380000 sec): 3 clusters
  Score: Raw -769201.870577 + Penalty 2868.974794 = -766332.895783
  nChanged 7
		SP:Iteration 53Q (14845.390000 sec): 3 clusters
  Score: Raw -769203.775003 + Penalty 2868.974794 = -766334.800209
  nChanged 3
		SP:Iteration 54Q (14845.410000 sec): 3 clusters
  Score: Raw -769204.579969 + Penalty 2868.974794 = -766335.605175
  nChanged 5
		SP:Iteration 55Q (14845.420000 sec): 3 clusters
  Score: Raw -769205.564718 + Penalty 2868.974794 = -766336.589924
  nChanged 3
		SP:Iteration 56Q (14845.440000 sec): 3 clusters
  Score: Raw -769206.181805 + Penalty 2868.974794 = -766337.207011
  nChanged 4
		SP:Iteration 57Q (14845.450000 sec): 3 clusters
  Score: Raw -769206.823550 + Penalty 2868.974794 = -766337.848756
  nChanged 2
		SP:Iteration 58Q (14845.470000 sec): 3 clusters
  Score: Raw -769207.656102 + Penalty 2868.974794 = -766338.681308
  nChanged 7
		SP:Iteration 59Q (14845.480000 sec): 3 clusters
  Score: Raw -769209.426042 + Penalty 2868.974794 = -766340.451248
  nChanged 5
		SP:Iteration 60F (14845.500000 sec): 3 clusters
  Score: Raw -769210.300777 + Penalty 2868.974794 = -766341.325983
  nChanged 3
		SP:Iteration 61Q (14845.520000 sec): 3 clusters
  Score: Raw -769210.924557 + Penalty 2868.974794 = -766341.949763
  nChanged 1
		SP:Iteration 62Q (14845.530000 sec): 3 clusters
  Score: Raw -769211.065498 + Penalty 2868.974794 = -766342.090704
  nChanged 0
		SP:Iteration 63F (14845.550000 sec): 3 clusters
  Score: Raw -769211.065498 + Penalty 2868.974794 = -766342.090704
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14845.570000 sec): 2 clusters
  Score: Raw -670136.902238 + Penalty 1413.210076 = -668723.692161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14845.590000 sec): 3 clusters
  Score: Raw -666966.871682 + Penalty 2826.420153 = -664140.451530
  nChanged 2520
		SP:Iteration 1F (14845.600000 sec): 3 clusters
  Score: Raw -668302.848193 + Penalty 2826.420153 = -665476.428040
  nChanged 401
		SP:Iteration 2F (14845.610000 sec): 3 clusters
  Score: Raw -668499.244099 + Penalty 2826.420153 = -665672.823946
  nChanged 289
		SP:Iteration 3Q (14845.630000 sec): 3 clusters
  Score: Raw -668621.946496 + Penalty 2826.420153 = -665795.526343
  nChanged 240
		SP:Iteration 4Q (14845.650000 sec): 3 clusters
  Score: Raw -668724.256670 + Penalty 2826.420153 = -665897.836517
  nChanged 222
		SP:Iteration 5Q (14845.660000 sec): 3 clusters
  Score: Raw -668825.910587 + Penalty 2826.420153 = -665999.490434
  nChanged 223
		SP:Iteration 6Q (14845.670000 sec): 3 clusters
  Score: Raw -668949.073679 + Penalty 2826.420153 = -666122.653526
  nChanged 232
		SP:Iteration 7Q (14845.690000 sec): 3 clusters
  Score: Raw -669083.518399 + Penalty 2826.420153 = -666257.098246
  nChanged 246
		SP:Iteration 8Q (14845.710000 sec): 3 clusters
  Score: Raw -669233.172887 + Penalty 2826.420153 = -666406.752734
  nChanged 252
		SP:Iteration 9Q (14845.720000 sec): 3 clusters
  Score: Raw -669407.455946 + Penalty 2826.420153 = -666581.035794
  nChanged 260
		SP:Iteration 10Q (14845.730000 sec): 3 clusters
  Score: Raw -669638.433422 + Penalty 2826.420153 = -666812.013269
  nChanged 280
		SP:Iteration 11Q (14845.750000 sec): 3 clusters
  Score: Raw -669897.259214 + Penalty 2826.420153 = -667070.839061
  nChanged 235
		SP:Iteration 12Q (14845.760000 sec): 3 clusters
  Score: Raw -670067.366449 + Penalty 2826.420153 = -667240.946296
  nChanged 212
		SP:Iteration 13Q (14845.780000 sec): 3 clusters
  Score: Raw -670218.895510 + Penalty 2826.420153 = -667392.475357
  nChanged 184
		SP:Iteration 14Q (14845.790000 sec): 3 clusters
  Score: Raw -670339.246931 + Penalty 2826.420153 = -667512.826778
  nChanged 142
		SP:Iteration 15Q (14845.810000 sec): 3 clusters
  Score: Raw -670410.710364 + Penalty 2826.420153 = -667584.290211
  nChanged 112
		SP:Iteration 16Q (14845.820000 sec): 3 clusters
  Score: Raw -670475.017043 + Penalty 2826.420153 = -667648.596890
  nChanged 90
		SP:Iteration 17Q (14845.830000 sec): 3 clusters
  Score: Raw -670520.981865 + Penalty 2826.420153 = -667694.561712
  nChanged 95
		SP:Iteration 18Q (14845.850000 sec): 3 clusters
  Score: Raw -670567.548835 + Penalty 2826.420153 = -667741.128682
  nChanged 75
		SP:Iteration 19Q (14845.860000 sec): 3 clusters
  Score: Raw -670605.199612 + Penalty 2826.420153 = -667778.779459
  nChanged 69
		SP:Iteration 20F (14845.870000 sec): 3 clusters
  Score: Raw -670643.311001 + Penalty 2826.420153 = -667816.890848
  nChanged 71
		SP:Iteration 21Q (14845.890000 sec): 3 clusters
  Score: Raw -670683.712057 + Penalty 2826.420153 = -667857.291904
  nChanged 64
		SP:Iteration 22Q (14845.900000 sec): 3 clusters
  Score: Raw -670724.614103 + Penalty 2826.420153 = -667898.193950
  nChanged 66
		SP:Iteration 23Q (14845.910000 sec): 3 clusters
  Score: Raw -670760.942874 + Penalty 2826.420153 = -667934.522721
  nChanged 56
		SP:Iteration 24Q (14845.930000 sec): 3 clusters
  Score: Raw -670794.574375 + Penalty 2826.420153 = -667968.154223
  nChanged 52
		SP:Iteration 25Q (14845.940000 sec): 3 clusters
  Score: Raw -670820.975401 + Penalty 2826.420153 = -667994.555248
  nChanged 40
		SP:Iteration 26Q (14845.950000 sec): 3 clusters
  Score: Raw -670841.904861 + Penalty 2826.420153 = -668015.484708
  nChanged 39
		SP:Iteration 27Q (14845.970000 sec): 3 clusters
  Score: Raw -670853.753079 + Penalty 2826.420153 = -668027.332926
  nChanged 17
		SP:Iteration 28Q (14845.980000 sec): 3 clusters
  Score: Raw -670858.702390 + Penalty 2826.420153 = -668032.282237
  nChanged 12
		SP:Iteration 29Q (14845.990000 sec): 3 clusters
  Score: Raw -670860.957582 + Penalty 2826.420153 = -668034.537429
  nChanged 3
		SP:Iteration 30Q (14846.010000 sec): 3 clusters
  Score: Raw -670861.654595 + Penalty 2826.420153 = -668035.234442
  nChanged 5
		SP:Iteration 31Q (14846.020000 sec): 3 clusters
  Score: Raw -670862.682772 + Penalty 2826.420153 = -668036.262619
  nChanged 3
		SP:Iteration 32Q (14846.030000 sec): 3 clusters
  Score: Raw -670863.203511 + Penalty 2826.420153 = -668036.783358
  nChanged 1
		SP:Iteration 33Q (14846.040000 sec): 3 clusters
  Score: Raw -670863.659187 + Penalty 2826.420153 = -668037.239034
  nChanged 5
		SP:Iteration 34Q (14846.050000 sec): 3 clusters
  Score: Raw -670865.057256 + Penalty 2826.420153 = -668038.637103
  nChanged 2
		SP:Iteration 35Q (14846.070000 sec): 3 clusters
  Score: Raw -670865.431157 + Penalty 2826.420153 = -668039.011004
  nChanged 1
		SP:Iteration 36Q (14846.080000 sec): 3 clusters
  Score: Raw -670865.660968 + Penalty 2826.420153 = -668039.240815
  nChanged 1
		SP:Iteration 37Q (14846.090000 sec): 3 clusters
  Score: Raw -670866.149020 + Penalty 2826.420153 = -668039.728867
  nChanged 0
		SP:Iteration 38F (14846.110000 sec): 3 clusters
  Score: Raw -670866.149020 + Penalty 2826.420153 = -668039.728867
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14846.110000 sec): 2 clusters
  Score: Raw -17261.784564 + Penalty 841.124332 = -16420.660233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14846.110000 sec): 3 clusters
  Score: Raw -17426.922247 + Penalty 1682.248663 = -15744.673584
  nChanged 26
		SP:Iteration 1F (14846.110000 sec): 3 clusters
  Score: Raw -17519.727970 + Penalty 1682.248663 = -15837.479307
  nChanged 11
		SP:Iteration 2F (14846.110000 sec): 3 clusters
  Score: Raw -17566.005174 + Penalty 1682.248663 = -15883.756511
  nChanged 3
		SP:Iteration 3Q (14846.110000 sec): 3 clusters
  Score: Raw -17573.076594 + Penalty 1682.248663 = -15890.827931
  nChanged 0
		SP:Iteration 4F (14846.110000 sec): 3 clusters
  Score: Raw -17573.076594 + Penalty 1682.248663 = -15890.827931
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14846.120000 sec): 2 clusters
  Score: Raw -229496.331061 + Penalty 1248.478265 = -228247.852796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14846.130000 sec): 3 clusters
  Score: Raw -228533.155808 + Penalty 2496.956530 = -226036.199278
  nChanged 792
		SP:Iteration 1F (14846.130000 sec): 3 clusters
  Score: Raw -229071.539708 + Penalty 2496.956530 = -226574.583178
  nChanged 177
		SP:Iteration 2F (14846.140000 sec): 3 clusters
  Score: Raw -229241.905846 + Penalty 2496.956530 = -226744.949316
  nChanged 133
		SP:Iteration 3F (14846.150000 sec): 3 clusters
  Score: Raw -229377.566931 + Penalty 2496.956530 = -226880.610400
  nChanged 100
		SP:Iteration 4Q (14846.150000 sec): 3 clusters
  Score: Raw -229488.805480 + Penalty 2496.956530 = -226991.848950
  nChanged 101
		SP:Iteration 5Q (14846.160000 sec): 3 clusters
  Score: Raw -229599.821529 + Penalty 2496.956530 = -227102.864999
  nChanged 84
		SP:Iteration 6Q (14846.160000 sec): 3 clusters
  Score: Raw -229691.492877 + Penalty 2496.956530 = -227194.536347
  nChanged 87
		SP:Iteration 7Q (14846.170000 sec): 3 clusters
  Score: Raw -229779.345887 + Penalty 2496.956530 = -227282.389357
  nChanged 74
		SP:Iteration 8Q (14846.170000 sec): 3 clusters
  Score: Raw -229837.404487 + Penalty 2496.956530 = -227340.447957
  nChanged 51
		SP:Iteration 9Q (14846.180000 sec): 3 clusters
  Score: Raw -229873.118609 + Penalty 2496.956530 = -227376.162079
  nChanged 33
		SP:Iteration 10Q (14846.180000 sec): 3 clusters
  Score: Raw -229893.856422 + Penalty 2496.956530 = -227396.899892
  nChanged 24
		SP:Iteration 11Q (14846.190000 sec): 3 clusters
  Score: Raw -229908.430673 + Penalty 2496.956530 = -227411.474143
  nChanged 17
		SP:Iteration 12Q (14846.190000 sec): 3 clusters
  Score: Raw -229917.631923 + Penalty 2496.956530 = -227420.675392
  nChanged 8
		SP:Iteration 13Q (14846.200000 sec): 3 clusters
  Score: Raw -229922.433942 + Penalty 2496.956530 = -227425.477412
  nChanged 11
		SP:Iteration 14Q (14846.200000 sec): 3 clusters
  Score: Raw -229928.075376 + Penalty 2496.956530 = -227431.118846
  nChanged 11
		SP:Iteration 15Q (14846.210000 sec): 3 clusters
  Score: Raw -229935.760849 + Penalty 2496.956530 = -227438.804319
  nChanged 10
		SP:Iteration 16Q (14846.210000 sec): 3 clusters
  Score: Raw -229943.391837 + Penalty 2496.956530 = -227446.435306
  nChanged 10
		SP:Iteration 17Q (14846.220000 sec): 3 clusters
  Score: Raw -229949.557940 + Penalty 2496.956530 = -227452.601410
  nChanged 13
		SP:Iteration 18Q (14846.220000 sec): 3 clusters
  Score: Raw -229956.107961 + Penalty 2496.956530 = -227459.151431
  nChanged 8
		SP:Iteration 19Q (14846.230000 sec): 3 clusters
  Score: Raw -229960.957803 + Penalty 2496.956530 = -227464.001273
  nChanged 6
		SP:Iteration 20F (14846.230000 sec): 3 clusters
  Score: Raw -229964.624486 + Penalty 2496.956530 = -227467.667956
  nChanged 5
		SP:Iteration 21Q (14846.240000 sec): 3 clusters
  Score: Raw -229966.770518 + Penalty 2496.956530 = -227469.813988
  nChanged 5
		SP:Iteration 22Q (14846.240000 sec): 3 clusters
  Score: Raw -229970.206833 + Penalty 2496.956530 = -227473.250303
  nChanged 2
		SP:Iteration 23Q (14846.250000 sec): 3 clusters
  Score: Raw -229971.129890 + Penalty 2496.956530 = -227474.173360
  nChanged 1
		SP:Iteration 24Q (14846.250000 sec): 3 clusters
  Score: Raw -229971.581256 + Penalty 2496.956530 = -227474.624726
  nChanged 1
		SP:Iteration 25Q (14846.260000 sec): 3 clusters
  Score: Raw -229971.978746 + Penalty 2496.956530 = -227475.022216
  nChanged 2
		SP:Iteration 26Q (14846.260000 sec): 3 clusters
  Score: Raw -229972.678917 + Penalty 2496.956530 = -227475.722387
  nChanged 1
		SP:Iteration 27Q (14846.270000 sec): 3 clusters
  Score: Raw -229972.865242 + Penalty 2496.956530 = -227475.908712
  nChanged 0
		SP:Iteration 28F (14846.270000 sec): 3 clusters
  Score: Raw -229972.865242 + Penalty 2496.956530 = -227475.908712
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14846.280000 sec): 2 clusters
  Score: Raw -68445.884274 + Penalty 1045.091301 = -67400.792973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14846.280000 sec): 3 clusters
  Score: Raw -68352.127470 + Penalty 2090.182602 = -66261.944869
  nChanged 158
		SP:Iteration 1F (14846.280000 sec): 3 clusters
  Score: Raw -68566.027012 + Penalty 2090.182602 = -66475.844410
  nChanged 38
		SP:Iteration 2F (14846.290000 sec): 3 clusters
  Score: Raw -68618.671220 + Penalty 2090.182602 = -66528.488618
  nChanged 15
		SP:Iteration 3Q (14846.290000 sec): 3 clusters
  Score: Raw -68634.661379 + Penalty 2090.182602 = -66544.478778
  nChanged 7
		SP:Iteration 4Q (14846.290000 sec): 3 clusters
  Score: Raw -68645.660381 + Penalty 2090.182602 = -66555.477779
  nChanged 4
		SP:Iteration 5Q (14846.290000 sec): 3 clusters
  Score: Raw -68650.179506 + Penalty 2090.182602 = -66559.996905
  nChanged 1
		SP:Iteration 6Q (14846.290000 sec): 3 clusters
  Score: Raw -68651.353454 + Penalty 2090.182602 = -66561.170852
  nChanged 0
		SP:Iteration 7F (14846.290000 sec): 3 clusters
  Score: Raw -68651.353454 + Penalty 2090.182602 = -66561.170852
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14846.310000 sec): 2 clusters
  Score: Raw -638596.492005 + Penalty 1414.049872 = -637182.442133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14846.330000 sec): 3 clusters
  Score: Raw -635419.070332 + Penalty 2828.099743 = -632590.970589
  nChanged 2424
		SP:Iteration 1F (14846.350000 sec): 3 clusters
  Score: Raw -636860.199289 + Penalty 2828.099743 = -634032.099546
  nChanged 533
		SP:Iteration 2F (14846.360000 sec): 3 clusters
  Score: Raw -637219.908276 + Penalty 2828.099743 = -634391.808533
  nChanged 400
		SP:Iteration 3F (14846.370000 sec): 3 clusters
  Score: Raw -637472.362146 + Penalty 2828.099743 = -634644.262402
  nChanged 315
		SP:Iteration 4F (14846.390000 sec): 3 clusters
  Score: Raw -637655.578969 + Penalty 2828.099743 = -634827.479226
  nChanged 276
		SP:Iteration 5Q (14846.410000 sec): 3 clusters
  Score: Raw -637785.719407 + Penalty 2828.099743 = -634957.619664
  nChanged 230
		SP:Iteration 6Q (14846.420000 sec): 3 clusters
  Score: Raw -637897.348972 + Penalty 2828.099743 = -635069.249229
  nChanged 193
		SP:Iteration 7Q (14846.430000 sec): 3 clusters
  Score: Raw -638004.111847 + Penalty 2828.099743 = -635176.012104
  nChanged 185
		SP:Iteration 8Q (14846.450000 sec): 3 clusters
  Score: Raw -638083.628297 + Penalty 2828.099743 = -635255.528554
  nChanged 152
		SP:Iteration 9Q (14846.470000 sec): 3 clusters
  Score: Raw -638147.925174 + Penalty 2828.099743 = -635319.825431
  nChanged 141
		SP:Iteration 10Q (14846.480000 sec): 3 clusters
  Score: Raw -638197.662551 + Penalty 2828.099743 = -635369.562808
  nChanged 107
		SP:Iteration 11Q (14846.490000 sec): 3 clusters
  Score: Raw -638229.507554 + Penalty 2828.099743 = -635401.407811
  nChanged 101
		SP:Iteration 12Q (14846.510000 sec): 3 clusters
  Score: Raw -638261.496145 + Penalty 2828.099743 = -635433.396402
  nChanged 88
		SP:Iteration 13Q (14846.530000 sec): 3 clusters
  Score: Raw -638294.962396 + Penalty 2828.099743 = -635466.862653
  nChanged 84
		SP:Iteration 14Q (14846.540000 sec): 3 clusters
  Score: Raw -638329.529864 + Penalty 2828.099743 = -635501.430121
  nChanged 79
		SP:Iteration 15Q (14846.550000 sec): 3 clusters
  Score: Raw -638359.763902 + Penalty 2828.099743 = -635531.664159
  nChanged 74
		SP:Iteration 16Q (14846.570000 sec): 3 clusters
  Score: Raw -638386.062892 + Penalty 2828.099743 = -635557.963149
  nChanged 72
		SP:Iteration 17Q (14846.580000 sec): 3 clusters
  Score: Raw -638414.597301 + Penalty 2828.099743 = -635586.497558
  nChanged 71
		SP:Iteration 18Q (14846.600000 sec): 3 clusters
  Score: Raw -638442.702192 + Penalty 2828.099743 = -635614.602448
  nChanged 81
		SP:Iteration 19Q (14846.610000 sec): 3 clusters
  Score: Raw -638476.529009 + Penalty 2828.099743 = -635648.429265
  nChanged 87
		SP:Iteration 20F (14846.630000 sec): 3 clusters
  Score: Raw -638508.480973 + Penalty 2828.099743 = -635680.381230
  nChanged 75
		SP:Iteration 21Q (14846.640000 sec): 3 clusters
  Score: Raw -638535.576170 + Penalty 2828.099743 = -635707.476427
  nChanged 71
		SP:Iteration 22Q (14846.660000 sec): 3 clusters
  Score: Raw -638557.941508 + Penalty 2828.099743 = -635729.841765
  nChanged 73
		SP:Iteration 23Q (14846.670000 sec): 3 clusters
  Score: Raw -638578.016073 + Penalty 2828.099743 = -635749.916330
  nChanged 67
		SP:Iteration 24Q (14846.690000 sec): 3 clusters
  Score: Raw -638598.794958 + Penalty 2828.099743 = -635770.695215
  nChanged 63
		SP:Iteration 25Q (14846.700000 sec): 3 clusters
  Score: Raw -638618.400660 + Penalty 2828.099743 = -635790.300917
  nChanged 48
		SP:Iteration 26Q (14846.710000 sec): 3 clusters
  Score: Raw -638631.710873 + Penalty 2828.099743 = -635803.611130
  nChanged 47
		SP:Iteration 27Q (14846.730000 sec): 3 clusters
  Score: Raw -638643.899914 + Penalty 2828.099743 = -635815.800171
  nChanged 37
		SP:Iteration 28Q (14846.750000 sec): 3 clusters
  Score: Raw -638654.082452 + Penalty 2828.099743 = -635825.982709
  nChanged 35
		SP:Iteration 29Q (14846.760000 sec): 3 clusters
  Score: Raw -638662.661011 + Penalty 2828.099743 = -635834.561268
  nChanged 31
		SP:Iteration 30Q (14846.770000 sec): 3 clusters
  Score: Raw -638669.352519 + Penalty 2828.099743 = -635841.252775
  nChanged 20
		SP:Iteration 31Q (14846.790000 sec): 3 clusters
  Score: Raw -638673.200975 + Penalty 2828.099743 = -635845.101231
  nChanged 11
		SP:Iteration 32Q (14846.800000 sec): 3 clusters
  Score: Raw -638675.350575 + Penalty 2828.099743 = -635847.250832
  nChanged 11
		SP:Iteration 33Q (14846.820000 sec): 3 clusters
  Score: Raw -638676.940532 + Penalty 2828.099743 = -635848.840789
  nChanged 9
		SP:Iteration 34Q (14846.830000 sec): 3 clusters
  Score: Raw -638678.539134 + Penalty 2828.099743 = -635850.439391
  nChanged 5
		SP:Iteration 35Q (14846.850000 sec): 3 clusters
  Score: Raw -638680.014663 + Penalty 2828.099743 = -635851.914920
  nChanged 12
		SP:Iteration 36Q (14846.860000 sec): 3 clusters
  Score: Raw -638683.258422 + Penalty 2828.099743 = -635855.158679
  nChanged 10
		SP:Iteration 37Q (14846.870000 sec): 3 clusters
  Score: Raw -638685.915751 + Penalty 2828.099743 = -635857.816008
  nChanged 10
		SP:Iteration 38Q (14846.890000 sec): 3 clusters
  Score: Raw -638687.532736 + Penalty 2828.099743 = -635859.432993
  nChanged 12
		SP:Iteration 39Q (14846.900000 sec): 3 clusters
  Score: Raw -638689.842862 + Penalty 2828.099743 = -635861.743119
  nChanged 10
		SP:Iteration 40F (14846.920000 sec): 3 clusters
  Score: Raw -638692.064032 + Penalty 2828.099743 = -635863.964289
  nChanged 16
		SP:Iteration 41Q (14846.930000 sec): 3 clusters
  Score: Raw -638696.402290 + Penalty 2828.099743 = -635868.302546
  nChanged 16
		SP:Iteration 42Q (14846.950000 sec): 3 clusters
  Score: Raw -638700.194200 + Penalty 2828.099743 = -635872.094457
  nChanged 16
		SP:Iteration 43Q (14846.960000 sec): 3 clusters
  Score: Raw -638703.190516 + Penalty 2828.099743 = -635875.090773
  nChanged 14
		SP:Iteration 44Q (14846.970000 sec): 3 clusters
  Score: Raw -638706.900969 + Penalty 2828.099743 = -635878.801226
  nChanged 19
		SP:Iteration 45Q (14846.990000 sec): 3 clusters
  Score: Raw -638710.880919 + Penalty 2828.099743 = -635882.781176
  nChanged 15
		SP:Iteration 46Q (14847.000000 sec): 3 clusters
  Score: Raw -638714.034911 + Penalty 2828.099743 = -635885.935168
  nChanged 18
		SP:Iteration 47Q (14847.020000 sec): 3 clusters
  Score: Raw -638718.448872 + Penalty 2828.099743 = -635890.349129
  nChanged 25
		SP:Iteration 48Q (14847.030000 sec): 3 clusters
  Score: Raw -638723.907699 + Penalty 2828.099743 = -635895.807956
  nChanged 28
		SP:Iteration 49Q (14847.050000 sec): 3 clusters
  Score: Raw -638731.099896 + Penalty 2828.099743 = -635903.000153
  nChanged 28
		SP:Iteration 50Q (14847.060000 sec): 3 clusters
  Score: Raw -638737.934975 + Penalty 2828.099743 = -635909.835232
  nChanged 24
		SP:Iteration 51Q (14847.070000 sec): 3 clusters
  Score: Raw -638744.858172 + Penalty 2828.099743 = -635916.758429
  nChanged 27
		SP:Iteration 52Q (14847.090000 sec): 3 clusters
  Score: Raw -638752.646391 + Penalty 2828.099743 = -635924.546648
  nChanged 26
		SP:Iteration 53Q (14847.100000 sec): 3 clusters
  Score: Raw -638760.121352 + Penalty 2828.099743 = -635932.021609
  nChanged 25
		SP:Iteration 54Q (14847.120000 sec): 3 clusters
  Score: Raw -638767.844326 + Penalty 2828.099743 = -635939.744583
  nChanged 18
		SP:Iteration 55Q (14847.130000 sec): 3 clusters
  Score: Raw -638773.064657 + Penalty 2828.099743 = -635944.964914
  nChanged 31
		SP:Iteration 56Q (14847.150000 sec): 3 clusters
  Score: Raw -638784.699668 + Penalty 2828.099743 = -635956.599925
  nChanged 35
		SP:Iteration 57Q (14847.160000 sec): 3 clusters
  Score: Raw -638795.863947 + Penalty 2828.099743 = -635967.764204
  nChanged 30
		SP:Iteration 58Q (14847.170000 sec): 3 clusters
  Score: Raw -638806.323049 + Penalty 2828.099743 = -635978.223306
  nChanged 40
		SP:Iteration 59Q (14847.190000 sec): 3 clusters
  Score: Raw -638820.908813 + Penalty 2828.099743 = -635992.809070
  nChanged 37
		SP:Iteration 60F (14847.200000 sec): 3 clusters
  Score: Raw -638833.524090 + Penalty 2828.099743 = -636005.424347
  nChanged 35
		SP:Iteration 61Q (14847.220000 sec): 3 clusters
  Score: Raw -638846.312820 + Penalty 2828.099743 = -636018.213077
  nChanged 34
		SP:Iteration 62Q (14847.230000 sec): 3 clusters
  Score: Raw -638857.181277 + Penalty 2828.099743 = -636029.081534
  nChanged 28
		SP:Iteration 63Q (14847.250000 sec): 3 clusters
  Score: Raw -638866.259781 + Penalty 2828.099743 = -636038.160038
  nChanged 32
		SP:Iteration 64Q (14847.260000 sec): 3 clusters
  Score: Raw -638875.872809 + Penalty 2828.099743 = -636047.773065
  nChanged 32
		SP:Iteration 65Q (14847.270000 sec): 3 clusters
  Score: Raw -638885.472529 + Penalty 2828.099743 = -636057.372786
  nChanged 24
		SP:Iteration 66Q (14847.290000 sec): 3 clusters
  Score: Raw -638893.520418 + Penalty 2828.099743 = -636065.420675
  nChanged 22
		SP:Iteration 67Q (14847.300000 sec): 3 clusters
  Score: Raw -638901.293944 + Penalty 2828.099743 = -636073.194201
  nChanged 29
		SP:Iteration 68Q (14847.310000 sec): 3 clusters
  Score: Raw -638910.158023 + Penalty 2828.099743 = -636082.058280
  nChanged 26
		SP:Iteration 69Q (14847.330000 sec): 3 clusters
  Score: Raw -638919.570829 + Penalty 2828.099743 = -636091.471086
  nChanged 26
		SP:Iteration 70Q (14847.340000 sec): 3 clusters
  Score: Raw -638927.223596 + Penalty 2828.099743 = -636099.123853
  nChanged 26
		SP:Iteration 71Q (14847.350000 sec): 3 clusters
  Score: Raw -638938.782735 + Penalty 2828.099743 = -636110.682991
  nChanged 30
		SP:Iteration 72Q (14847.370000 sec): 3 clusters
  Score: Raw -638949.724599 + Penalty 2828.099743 = -636121.624856
  nChanged 30
		SP:Iteration 73Q (14847.380000 sec): 3 clusters
  Score: Raw -638963.602372 + Penalty 2828.099743 = -636135.502629
  nChanged 31
		SP:Iteration 74Q (14847.390000 sec): 3 clusters
  Score: Raw -638979.468168 + Penalty 2828.099743 = -636151.368425
  nChanged 26
		SP:Iteration 75Q (14847.410000 sec): 3 clusters
  Score: Raw -638986.730128 + Penalty 2828.099743 = -636158.630385
  nChanged 14
		SP:Iteration 76Q (14847.420000 sec): 3 clusters
  Score: Raw -638992.385550 + Penalty 2828.099743 = -636164.285807
  nChanged 12
		SP:Iteration 77Q (14847.430000 sec): 3 clusters
  Score: Raw -639001.042445 + Penalty 2828.099743 = -636172.942702
  nChanged 17
		SP:Iteration 78Q (14847.450000 sec): 3 clusters
  Score: Raw -639011.835694 + Penalty 2828.099743 = -636183.735950
  nChanged 14
		SP:Iteration 79Q (14847.460000 sec): 3 clusters
  Score: Raw -639017.492104 + Penalty 2828.099743 = -636189.392360
  nChanged 12
		SP:Iteration 80F (14847.480000 sec): 3 clusters
  Score: Raw -639020.842299 + Penalty 2828.099743 = -636192.742556
  nChanged 6
		SP:Iteration 81Q (14847.490000 sec): 3 clusters
  Score: Raw -639023.469825 + Penalty 2828.099743 = -636195.370082
  nChanged 5
		SP:Iteration 82Q (14847.500000 sec): 3 clusters
  Score: Raw -639026.129817 + Penalty 2828.099743 = -636198.030074
  nChanged 8
		SP:Iteration 83Q (14847.510000 sec): 3 clusters
  Score: Raw -639028.938606 + Penalty 2828.099743 = -636200.838863
  nChanged 7
		SP:Iteration 84Q (14847.530000 sec): 3 clusters
  Score: Raw -639030.861680 + Penalty 2828.099743 = -636202.761937
  nChanged 7
		SP:Iteration 85Q (14847.540000 sec): 3 clusters
  Score: Raw -639033.474924 + Penalty 2828.099743 = -636205.375181
  nChanged 5
		SP:Iteration 86Q (14847.550000 sec): 3 clusters
  Score: Raw -639035.140323 + Penalty 2828.099743 = -636207.040580
  nChanged 3
		SP:Iteration 87Q (14847.570000 sec): 3 clusters
  Score: Raw -639036.534759 + Penalty 2828.099743 = -636208.435015
  nChanged 4
		SP:Iteration 88Q (14847.580000 sec): 3 clusters
  Score: Raw -639037.857501 + Penalty 2828.099743 = -636209.757758
  nChanged 8
		SP:Iteration 89Q (14847.590000 sec): 3 clusters
  Score: Raw -639040.832302 + Penalty 2828.099743 = -636212.732559
  nChanged 8
		SP:Iteration 90Q (14847.610000 sec): 3 clusters
  Score: Raw -639043.902202 + Penalty 2828.099743 = -636215.802459
  nChanged 7
		SP:Iteration 91Q (14847.620000 sec): 3 clusters
  Score: Raw -639046.172816 + Penalty 2828.099743 = -636218.073072
  nChanged 5
		SP:Iteration 92Q (14847.630000 sec): 3 clusters
  Score: Raw -639048.376955 + Penalty 2828.099743 = -636220.277212
  nChanged 9
		SP:Iteration 93Q (14847.650000 sec): 3 clusters
  Score: Raw -639051.463534 + Penalty 2828.099743 = -636223.363791
  nChanged 8
		SP:Iteration 94Q (14847.660000 sec): 3 clusters
  Score: Raw -639054.778419 + Penalty 2828.099743 = -636226.678676
  nChanged 11
		SP:Iteration 95Q (14847.670000 sec): 3 clusters
  Score: Raw -639057.856191 + Penalty 2828.099743 = -636229.756448
  nChanged 7
		SP:Iteration 96Q (14847.680000 sec): 3 clusters
  Score: Raw -639059.774342 + Penalty 2828.099743 = -636231.674599
  nChanged 5
		SP:Iteration 97Q (14847.690000 sec): 3 clusters
  Score: Raw -639061.502492 + Penalty 2828.099743 = -636233.402749
  nChanged 6
		SP:Iteration 98Q (14847.710000 sec): 3 clusters
  Score: Raw -639064.283901 + Penalty 2828.099743 = -636236.184157
  nChanged 7
		SP:Iteration 99Q (14847.720000 sec): 3 clusters
  Score: Raw -639066.975978 + Penalty 2828.099743 = -636238.876234
  nChanged 5
		SP:Iteration 100F (14847.740000 sec): 3 clusters
  Score: Raw -639068.288273 + Penalty 2828.099743 = -636240.188530
  nChanged 5
		SP:Iteration 101Q (14847.750000 sec): 3 clusters
  Score: Raw -639069.308451 + Penalty 2828.099743 = -636241.208708
  nChanged 5
		SP:Iteration 102Q (14847.760000 sec): 3 clusters
  Score: Raw -639070.170922 + Penalty 2828.099743 = -636242.071179
  nChanged 2
		SP:Iteration 103Q (14847.770000 sec): 3 clusters
  Score: Raw -639070.603550 + Penalty 2828.099743 = -636242.503807
  nChanged 5
		SP:Iteration 104Q (14847.790000 sec): 3 clusters
  Score: Raw -639073.299165 + Penalty 2828.099743 = -636245.199422
  nChanged 8
		SP:Iteration 105Q (14847.800000 sec): 3 clusters
  Score: Raw -639075.841344 + Penalty 2828.099743 = -636247.741600
  nChanged 5
		SP:Iteration 106Q (14847.810000 sec): 3 clusters
  Score: Raw -639077.002129 + Penalty 2828.099743 = -636248.902386
  nChanged 4
		SP:Iteration 107Q (14847.830000 sec): 3 clusters
  Score: Raw -639078.764656 + Penalty 2828.099743 = -636250.664912
  nChanged 3
		SP:Iteration 108Q (14847.840000 sec): 3 clusters
  Score: Raw -639080.733204 + Penalty 2828.099743 = -636252.633461
  nChanged 8
		SP:Iteration 109Q (14847.850000 sec): 3 clusters
  Score: Raw -639086.771456 + Penalty 2828.099743 = -636258.671713
  nChanged 13
		SP:Iteration 110Q (14847.860000 sec): 3 clusters
  Score: Raw -639091.261880 + Penalty 2828.099743 = -636263.162137
  nChanged 9
		SP:Iteration 111Q (14847.880000 sec): 3 clusters
  Score: Raw -639093.996800 + Penalty 2828.099743 = -636265.897056
  nChanged 4
		SP:Iteration 112Q (14847.890000 sec): 3 clusters
  Score: Raw -639094.980516 + Penalty 2828.099743 = -636266.880773
  nChanged 2
		SP:Iteration 113Q (14847.900000 sec): 3 clusters
  Score: Raw -639095.604086 + Penalty 2828.099743 = -636267.504343
  nChanged 3
		SP:Iteration 114Q (14847.910000 sec): 3 clusters
  Score: Raw -639096.404137 + Penalty 2828.099743 = -636268.304394
  nChanged 4
		SP:Iteration 115Q (14847.930000 sec): 3 clusters
  Score: Raw -639097.831810 + Penalty 2828.099743 = -636269.732067
  nChanged 2
		SP:Iteration 116Q (14847.940000 sec): 3 clusters
  Score: Raw -639098.315288 + Penalty 2828.099743 = -636270.215545
  nChanged 2
		SP:Iteration 117Q (14847.950000 sec): 3 clusters
  Score: Raw -639099.093629 + Penalty 2828.099743 = -636270.993885
  nChanged 2
		SP:Iteration 118Q (14847.970000 sec): 3 clusters
  Score: Raw -639099.655953 + Penalty 2828.099743 = -636271.556210
  nChanged 4
		SP:Iteration 119Q (14847.980000 sec): 3 clusters
  Score: Raw -639101.232288 + Penalty 2828.099743 = -636273.132545
  nChanged 6
		SP:Iteration 120F (14847.990000 sec): 3 clusters
  Score: Raw -639103.276191 + Penalty 2828.099743 = -636275.176448
  nChanged 5
		SP:Iteration 121Q (14848.010000 sec): 3 clusters
  Score: Raw -639105.053122 + Penalty 2828.099743 = -636276.953379
  nChanged 5
		SP:Iteration 122Q (14848.020000 sec): 3 clusters
  Score: Raw -639107.250017 + Penalty 2828.099743 = -636279.150274
  nChanged 5
		SP:Iteration 123Q (14848.030000 sec): 3 clusters
  Score: Raw -639108.799828 + Penalty 2828.099743 = -636280.700085
  nChanged 5
		SP:Iteration 124Q (14848.040000 sec): 3 clusters
  Score: Raw -639109.694204 + Penalty 2828.099743 = -636281.594461
  nChanged 2
		SP:Iteration 125Q (14848.050000 sec): 3 clusters
  Score: Raw -639110.513626 + Penalty 2828.099743 = -636282.413882
  nChanged 6
		SP:Iteration 126Q (14848.070000 sec): 3 clusters
  Score: Raw -639112.643038 + Penalty 2828.099743 = -636284.543295
  nChanged 6
		SP:Iteration 127Q (14848.080000 sec): 3 clusters
  Score: Raw -639114.057703 + Penalty 2828.099743 = -636285.957960
  nChanged 4
		SP:Iteration 128Q (14848.090000 sec): 3 clusters
  Score: Raw -639115.106837 + Penalty 2828.099743 = -636287.007094
  nChanged 3
		SP:Iteration 129Q (14848.110000 sec): 3 clusters
  Score: Raw -639117.200339 + Penalty 2828.099743 = -636289.100596
  nChanged 4
		SP:Iteration 130Q (14848.120000 sec): 3 clusters
  Score: Raw -639118.759509 + Penalty 2828.099743 = -636290.659766
  nChanged 4
		SP:Iteration 131Q (14848.130000 sec): 3 clusters
  Score: Raw -639121.052748 + Penalty 2828.099743 = -636292.953005
  nChanged 8
		SP:Iteration 132Q (14848.140000 sec): 3 clusters
  Score: Raw -639123.145387 + Penalty 2828.099743 = -636295.045644
  nChanged 5
		SP:Iteration 133Q (14848.150000 sec): 3 clusters
  Score: Raw -639124.767523 + Penalty 2828.099743 = -636296.667779
  nChanged 4
		SP:Iteration 134Q (14848.170000 sec): 3 clusters
  Score: Raw -639126.041395 + Penalty 2828.099743 = -636297.941652
  nChanged 4
		SP:Iteration 135Q (14848.180000 sec): 3 clusters
  Score: Raw -639127.748619 + Penalty 2828.099743 = -636299.648876
  nChanged 3
		SP:Iteration 136Q (14848.190000 sec): 3 clusters
  Score: Raw -639129.671990 + Penalty 2828.099743 = -636301.572246
  nChanged 5
		SP:Iteration 137Q (14848.210000 sec): 3 clusters
  Score: Raw -639132.060932 + Penalty 2828.099743 = -636303.961189
  nChanged 6
		SP:Iteration 138Q (14848.220000 sec): 3 clusters
  Score: Raw -639134.042846 + Penalty 2828.099743 = -636305.943103
  nChanged 2
		SP:Iteration 139Q (14848.230000 sec): 3 clusters
  Score: Raw -639135.301039 + Penalty 2828.099743 = -636307.201296
  nChanged 2
		SP:Iteration 140F (14848.250000 sec): 3 clusters
  Score: Raw -639136.548740 + Penalty 2828.099743 = -636308.448996
  nChanged 3
		SP:Iteration 141Q (14848.260000 sec): 3 clusters
  Score: Raw -639137.199032 + Penalty 2828.099743 = -636309.099289
  nChanged 0
		SP:Iteration 142F (14848.270000 sec): 3 clusters
  Score: Raw -639137.199032 + Penalty 2828.099743 = -636309.099289
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14848.280000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14848.290000 sec): 3 clusters
  Score: Raw -153157.696668 + Penalty 2347.571096 = -150810.125572
  nChanged 476
		SP:Iteration 1F (14848.290000 sec): 3 clusters
  Score: Raw -153582.121514 + Penalty 2347.571096 = -151234.550418
  nChanged 128
		SP:Iteration 2F (14848.290000 sec): 3 clusters
  Score: Raw -153819.194589 + Penalty 2347.571096 = -151471.623493
  nChanged 90
		SP:Iteration 3F (14848.290000 sec): 3 clusters
  Score: Raw -154003.094231 + Penalty 2347.571096 = -151655.523135
  nChanged 78
		SP:Iteration 4F (14848.300000 sec): 3 clusters
  Score: Raw -154107.878699 + Penalty 2347.571096 = -151760.307603
  nChanged 55
		SP:Iteration 5Q (14848.300000 sec): 3 clusters
  Score: Raw -154184.404128 + Penalty 2347.571096 = -151836.833032
  nChanged 57
		SP:Iteration 6Q (14848.310000 sec): 3 clusters
  Score: Raw -154245.791757 + Penalty 2347.571096 = -151898.220661
  nChanged 41
		SP:Iteration 7Q (14848.310000 sec): 3 clusters
  Score: Raw -154286.863092 + Penalty 2347.571096 = -151939.291996
  nChanged 38
		SP:Iteration 8Q (14848.310000 sec): 3 clusters
  Score: Raw -154335.793723 + Penalty 2347.571096 = -151988.222627
  nChanged 40
		SP:Iteration 9Q (14848.310000 sec): 3 clusters
  Score: Raw -154383.744497 + Penalty 2347.571096 = -152036.173401
  nChanged 32
		SP:Iteration 10Q (14848.320000 sec): 3 clusters
  Score: Raw -154426.591349 + Penalty 2347.571096 = -152079.020254
  nChanged 24
		SP:Iteration 11Q (14848.320000 sec): 3 clusters
  Score: Raw -154462.628603 + Penalty 2347.571096 = -152115.057508
  nChanged 21
		SP:Iteration 12Q (14848.330000 sec): 3 clusters
  Score: Raw -154486.816526 + Penalty 2347.571096 = -152139.245431
  nChanged 9
		SP:Iteration 13Q (14848.330000 sec): 3 clusters
  Score: Raw -154502.603989 + Penalty 2347.571096 = -152155.032893
  nChanged 9
		SP:Iteration 14Q (14848.330000 sec): 3 clusters
  Score: Raw -154521.706541 + Penalty 2347.571096 = -152174.135446
  nChanged 9
		SP:Iteration 15Q (14848.330000 sec): 3 clusters
  Score: Raw -154539.240084 + Penalty 2347.571096 = -152191.668988
  nChanged 6
		SP:Iteration 16Q (14848.340000 sec): 3 clusters
  Score: Raw -154544.824913 + Penalty 2347.571096 = -152197.253817
  nChanged 6
		SP:Iteration 17Q (14848.340000 sec): 3 clusters
  Score: Raw -154553.099439 + Penalty 2347.571096 = -152205.528343
  nChanged 6
		SP:Iteration 18Q (14848.340000 sec): 3 clusters
  Score: Raw -154561.505904 + Penalty 2347.571096 = -152213.934808
  nChanged 4
		SP:Iteration 19Q (14848.350000 sec): 3 clusters
  Score: Raw -154564.286391 + Penalty 2347.571096 = -152216.715295
  nChanged 0
		SP:Iteration 20F (14848.350000 sec): 3 clusters
  Score: Raw -154564.487094 + Penalty 2347.571096 = -152216.915999
  nChanged 1
		SP:Iteration 21Q (14848.350000 sec): 3 clusters
  Score: Raw -154572.126393 + Penalty 2347.571096 = -152224.555297
  nChanged 2
		SP:Iteration 22Q (14848.350000 sec): 3 clusters
  Score: Raw -154580.461432 + Penalty 2347.571096 = -152232.890336
  nChanged 6
		SP:Iteration 23Q (14848.360000 sec): 3 clusters
  Score: Raw -154586.968128 + Penalty 2347.571096 = -152239.397032
  nChanged 6
		SP:Iteration 24Q (14848.360000 sec): 3 clusters
  Score: Raw -154593.932415 + Penalty 2347.571096 = -152246.361319
  nChanged 4
		SP:Iteration 25Q (14848.360000 sec): 3 clusters
  Score: Raw -154600.116301 + Penalty 2347.571096 = -152252.545206
  nChanged 3
		SP:Iteration 26Q (14848.370000 sec): 3 clusters
  Score: Raw -154601.846243 + Penalty 2347.571096 = -152254.275147
  nChanged 2
		SP:Iteration 27Q (14848.370000 sec): 3 clusters
  Score: Raw -154603.033201 + Penalty 2347.571096 = -152255.462105
  nChanged 2
		SP:Iteration 28Q (14848.370000 sec): 3 clusters
  Score: Raw -154605.624092 + Penalty 2347.571096 = -152258.052996
  nChanged 3
		SP:Iteration 29Q (14848.370000 sec): 3 clusters
  Score: Raw -154609.659532 + Penalty 2347.571096 = -152262.088436
  nChanged 1
		SP:Iteration 30Q (14848.380000 sec): 3 clusters
  Score: Raw -154610.571977 + Penalty 2347.571096 = -152263.000882
  nChanged 1
		SP:Iteration 31Q (14848.380000 sec): 3 clusters
  Score: Raw -154611.499203 + Penalty 2347.571096 = -152263.928107
  nChanged 0
		SP:Iteration 32F (14848.390000 sec): 3 clusters
  Score: Raw -154611.499203 + Penalty 2347.571096 = -152263.928107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14848.390000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14848.390000 sec): 3 clusters
  Score: Raw -131310.891318 + Penalty 2331.287316 = -128979.604001
  nChanged 421
		SP:Iteration 1F (14848.400000 sec): 3 clusters
  Score: Raw -131730.041830 + Penalty 2331.287316 = -129398.754514
  nChanged 152
		SP:Iteration 2F (14848.400000 sec): 3 clusters
  Score: Raw -131928.589725 + Penalty 2331.287316 = -129597.302409
  nChanged 99
		SP:Iteration 3F (14848.410000 sec): 3 clusters
  Score: Raw -132051.442285 + Penalty 2331.287316 = -129720.154969
  nChanged 59
		SP:Iteration 4Q (14848.410000 sec): 3 clusters
  Score: Raw -132140.339982 + Penalty 2331.287316 = -129809.052665
  nChanged 55
		SP:Iteration 5Q (14848.410000 sec): 3 clusters
  Score: Raw -132239.859337 + Penalty 2331.287316 = -129908.572020
  nChanged 56
		SP:Iteration 6Q (14848.410000 sec): 3 clusters
  Score: Raw -132325.568457 + Penalty 2331.287316 = -129994.281141
  nChanged 61
		SP:Iteration 7Q (14848.420000 sec): 3 clusters
  Score: Raw -132441.612202 + Penalty 2331.287316 = -130110.324885
  nChanged 62
		SP:Iteration 8Q (14848.420000 sec): 3 clusters
  Score: Raw -132575.054035 + Penalty 2331.287316 = -130243.766719
  nChanged 50
		SP:Iteration 9Q (14848.420000 sec): 3 clusters
  Score: Raw -132681.125092 + Penalty 2331.287316 = -130349.837776
  nChanged 31
		SP:Iteration 10Q (14848.430000 sec): 3 clusters
  Score: Raw -132744.226180 + Penalty 2331.287316 = -130412.938864
  nChanged 26
		SP:Iteration 11Q (14848.430000 sec): 3 clusters
  Score: Raw -132787.852663 + Penalty 2331.287316 = -130456.565347
  nChanged 16
		SP:Iteration 12Q (14848.430000 sec): 3 clusters
  Score: Raw -132812.177556 + Penalty 2331.287316 = -130480.890239
  nChanged 10
		SP:Iteration 13Q (14848.430000 sec): 3 clusters
  Score: Raw -132825.246526 + Penalty 2331.287316 = -130493.959210
  nChanged 4
		SP:Iteration 14Q (14848.430000 sec): 3 clusters
  Score: Raw -132832.241262 + Penalty 2331.287316 = -130500.953946
  nChanged 6
		SP:Iteration 15Q (14848.440000 sec): 3 clusters
  Score: Raw -132842.440123 + Penalty 2331.287316 = -130511.152807
  nChanged 10
		SP:Iteration 16Q (14848.440000 sec): 3 clusters
  Score: Raw -132850.945194 + Penalty 2331.287316 = -130519.657878
  nChanged 5
		SP:Iteration 17Q (14848.440000 sec): 3 clusters
  Score: Raw -132856.341117 + Penalty 2331.287316 = -130525.053800
  nChanged 8
		SP:Iteration 18Q (14848.450000 sec): 3 clusters
  Score: Raw -132862.622832 + Penalty 2331.287316 = -130531.335516
  nChanged 4
		SP:Iteration 19Q (14848.450000 sec): 3 clusters
  Score: Raw -132865.269338 + Penalty 2331.287316 = -130533.982021
  nChanged 0
		SP:Iteration 20F (14848.450000 sec): 3 clusters
  Score: Raw -132865.269338 + Penalty 2331.287316 = -130533.982021
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (2906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14848.460000 sec): 2 clusters
  Score: Raw -308941.086806 + Penalty 1295.861587 = -307645.225219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14848.470000 sec): 3 clusters
  Score: Raw -307589.838602 + Penalty 2591.723174 = -304998.115428
  nChanged 1072
		SP:Iteration 1F (14848.480000 sec): 3 clusters
  Score: Raw -308349.110776 + Penalty 2591.723174 = -305757.387602
  nChanged 256
		SP:Iteration 2F (14848.490000 sec): 3 clusters
  Score: Raw -308671.135837 + Penalty 2591.723174 = -306079.412663
  nChanged 220
		SP:Iteration 3F (14848.490000 sec): 3 clusters
  Score: Raw -308940.171934 + Penalty 2591.723174 = -306348.448759
  nChanged 200
		SP:Iteration 4F (14848.500000 sec): 3 clusters
  Score: Raw -309134.114903 + Penalty 2591.723174 = -306542.391728
  nChanged 175
		SP:Iteration 5F (14848.510000 sec): 3 clusters
  Score: Raw -309283.401804 + Penalty 2591.723174 = -306691.678630
  nChanged 122
		SP:Iteration 6Q (14848.510000 sec): 3 clusters
  Score: Raw -309371.140918 + Penalty 2591.723174 = -306779.417743
  nChanged 84
		SP:Iteration 7Q (14848.520000 sec): 3 clusters
  Score: Raw -309428.637290 + Penalty 2591.723174 = -306836.914115
  nChanged 62
		SP:Iteration 8Q (14848.530000 sec): 3 clusters
  Score: Raw -309471.079053 + Penalty 2591.723174 = -306879.355879
  nChanged 58
		SP:Iteration 9Q (14848.530000 sec): 3 clusters
  Score: Raw -309504.300617 + Penalty 2591.723174 = -306912.577442
  nChanged 32
		SP:Iteration 10Q (14848.540000 sec): 3 clusters
  Score: Raw -309523.656592 + Penalty 2591.723174 = -306931.933417
  nChanged 28
		SP:Iteration 11Q (14848.550000 sec): 3 clusters
  Score: Raw -309543.509650 + Penalty 2591.723174 = -306951.786476
  nChanged 32
		SP:Iteration 12Q (14848.550000 sec): 3 clusters
  Score: Raw -309560.278460 + Penalty 2591.723174 = -306968.555285
  nChanged 24
		SP:Iteration 13Q (14848.560000 sec): 3 clusters
  Score: Raw -309571.749223 + Penalty 2591.723174 = -306980.026049
  nChanged 18
		SP:Iteration 14Q (14848.570000 sec): 3 clusters
  Score: Raw -309581.239161 + Penalty 2591.723174 = -306989.515987
  nChanged 12
		SP:Iteration 15Q (14848.580000 sec): 3 clusters
  Score: Raw -309588.031882 + Penalty 2591.723174 = -306996.308708
  nChanged 14
		SP:Iteration 16Q (14848.580000 sec): 3 clusters
  Score: Raw -309596.821066 + Penalty 2591.723174 = -307005.097892
  nChanged 22
		SP:Iteration 17Q (14848.590000 sec): 3 clusters
  Score: Raw -309614.510687 + Penalty 2591.723174 = -307022.787513
  nChanged 25
		SP:Iteration 18Q (14848.600000 sec): 3 clusters
  Score: Raw -309631.930367 + Penalty 2591.723174 = -307040.207193
  nChanged 23
		SP:Iteration 19Q (14848.600000 sec): 3 clusters
  Score: Raw -309651.791541 + Penalty 2591.723174 = -307060.068367
  nChanged 26
		SP:Iteration 20F (14848.610000 sec): 3 clusters
  Score: Raw -309672.749787 + Penalty 2591.723174 = -307081.026613
  nChanged 25
		SP:Iteration 21Q (14848.620000 sec): 3 clusters
  Score: Raw -309690.717507 + Penalty 2591.723174 = -307098.994333
  nChanged 20
		SP:Iteration 22Q (14848.620000 sec): 3 clusters
  Score: Raw -309707.686907 + Penalty 2591.723174 = -307115.963732
  nChanged 26
		SP:Iteration 23Q (14848.630000 sec): 3 clusters
  Score: Raw -309739.794004 + Penalty 2591.723174 = -307148.070830
  nChanged 33
		SP:Iteration 24Q (14848.640000 sec): 3 clusters
  Score: Raw -309773.323662 + Penalty 2591.723174 = -307181.600488
  nChanged 24
		SP:Iteration 25Q (14848.640000 sec): 3 clusters
  Score: Raw -309802.679542 + Penalty 2591.723174 = -307210.956368
  nChanged 16
		SP:Iteration 26Q (14848.650000 sec): 3 clusters
  Score: Raw -309821.646617 + Penalty 2591.723174 = -307229.923443
  nChanged 12
		SP:Iteration 27Q (14848.650000 sec): 3 clusters
  Score: Raw -309836.457014 + Penalty 2591.723174 = -307244.733840
  nChanged 10
		SP:Iteration 28Q (14848.660000 sec): 3 clusters
  Score: Raw -309844.158245 + Penalty 2591.723174 = -307252.435071
  nChanged 9
		SP:Iteration 29Q (14848.670000 sec): 3 clusters
  Score: Raw -309849.467869 + Penalty 2591.723174 = -307257.744695
  nChanged 7
		SP:Iteration 30Q (14848.670000 sec): 3 clusters
  Score: Raw -309855.920697 + Penalty 2591.723174 = -307264.197523
  nChanged 9
		SP:Iteration 31Q (14848.680000 sec): 3 clusters
  Score: Raw -309861.707331 + Penalty 2591.723174 = -307269.984157
  nChanged 3
		SP:Iteration 32Q (14848.690000 sec): 3 clusters
  Score: Raw -309862.583836 + Penalty 2591.723174 = -307270.860661
  nChanged 1
		SP:Iteration 33Q (14848.690000 sec): 3 clusters
  Score: Raw -309862.977219 + Penalty 2591.723174 = -307271.254045
  nChanged 0
		SP:Iteration 34F (14848.700000 sec): 3 clusters
  Score: Raw -309862.977219 + Penalty 2591.723174 = -307271.254045
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14848.940000 sec): 2 clusters
  Score: Raw -8749282.075541 + Penalty 1822.744396 = -8747459.331145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14849.150000 sec): 3 clusters
  Score: Raw -8701404.158940 + Penalty 3645.488791 = -8697758.670148
  nChanged 35455
		SP:Iteration 1F (14849.350000 sec): 3 clusters
  Score: Raw -8721890.760262 + Penalty 3645.488791 = -8718245.271471
  nChanged 3053
		SP:Iteration 2Q (14849.560000 sec): 3 clusters
  Score: Raw -8722954.254059 + Penalty 3645.488791 = -8719308.765268
  nChanged 3732
		SP:Iteration 3F (14849.760000 sec): 3 clusters
  Score: Raw -8724728.359144 + Penalty 3645.488791 = -8721082.870353
  nChanged 4942
		SP:Iteration 4F (14849.960000 sec): 3 clusters
  Score: Raw -8727965.424088 + Penalty 3645.488791 = -8724319.935297
  nChanged 6131
		SP:Iteration 5F (14850.160000 sec): 3 clusters
  Score: Raw -8732996.669136 + Penalty 3645.488791 = -8729351.180345
  nChanged 6256
		SP:Iteration 6F (14850.360000 sec): 3 clusters
  Score: Raw -8738992.589811 + Penalty 3645.488791 = -8735347.101020
  nChanged 5110
		SP:Iteration 7F (14850.560000 sec): 3 clusters
  Score: Raw -8743995.275288 + Penalty 3645.488791 = -8740349.786497
  nChanged 3022
		SP:Iteration 8Q (14850.750000 sec): 3 clusters
  Score: Raw -8746832.535581 + Penalty 3645.488791 = -8743187.046790
  nChanged 1578
		SP:Iteration 9Q (14850.920000 sec): 3 clusters
  Score: Raw -8748222.788553 + Penalty 3645.488791 = -8744577.299762
  nChanged 762
		SP:Iteration 10Q (14851.080000 sec): 3 clusters
  Score: Raw -8748885.463886 + Penalty 3645.488791 = -8745239.975095
  nChanged 327
		SP:Iteration 11Q (14851.230000 sec): 3 clusters
  Score: Raw -8749179.817890 + Penalty 3645.488791 = -8745534.329099
  nChanged 163
		SP:Iteration 12Q (14851.380000 sec): 3 clusters
  Score: Raw -8749324.245847 + Penalty 3645.488791 = -8745678.757056
  nChanged 83
		SP:Iteration 13Q (14851.520000 sec): 3 clusters
  Score: Raw -8749403.910750 + Penalty 3645.488791 = -8745758.421959
  nChanged 53
		SP:Iteration 14Q (14851.660000 sec): 3 clusters
  Score: Raw -8749449.899327 + Penalty 3645.488791 = -8745804.410535
  nChanged 37
		SP:Iteration 15Q (14851.800000 sec): 3 clusters
  Score: Raw -8749484.225941 + Penalty 3645.488791 = -8745838.737150
  nChanged 24
		SP:Iteration 16Q (14851.940000 sec): 3 clusters
  Score: Raw -8749506.997075 + Penalty 3645.488791 = -8745861.508284
  nChanged 22
		SP:Iteration 17Q (14852.080000 sec): 3 clusters
  Score: Raw -8749524.048243 + Penalty 3645.488791 = -8745878.559452
  nChanged 10
		SP:Iteration 18Q (14852.220000 sec): 3 clusters
  Score: Raw -8749533.277360 + Penalty 3645.488791 = -8745887.788569
  nChanged 8
		SP:Iteration 19Q (14852.360000 sec): 3 clusters
  Score: Raw -8749538.124852 + Penalty 3645.488791 = -8745892.636061
  nChanged 7
		SP:Iteration 20F (14852.560000 sec): 3 clusters
  Score: Raw -8749543.899960 + Penalty 3645.488791 = -8745898.411169
  nChanged 4
		SP:Iteration 21Q (14852.700000 sec): 3 clusters
  Score: Raw -8749546.933243 + Penalty 3645.488791 = -8745901.444452
  nChanged 6
		SP:Iteration 22Q (14852.840000 sec): 3 clusters
  Score: Raw -8749551.655894 + Penalty 3645.488791 = -8745906.167103
  nChanged 3
		SP:Iteration 23Q (14852.980000 sec): 3 clusters
  Score: Raw -8749554.961527 + Penalty 3645.488791 = -8745909.472736
  nChanged 2
		SP:Iteration 24Q (14853.110000 sec): 3 clusters
  Score: Raw -8749556.102702 + Penalty 3645.488791 = -8745910.613911
  nChanged 1
		SP:Iteration 25Q (14853.250000 sec): 3 clusters
  Score: Raw -8749556.899118 + Penalty 3645.488791 = -8745911.410327
  nChanged 0
		SP:Iteration 26F (14853.450000 sec): 3 clusters
  Score: Raw -8749556.899118 + Penalty 3645.488791 = -8745911.410327
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14853.560000 sec): 2 clusters
  Score: Raw -3648827.179837 + Penalty 1679.534121 = -3647147.645716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14853.640000 sec): 3 clusters
  Score: Raw -3629850.793710 + Penalty 3359.068242 = -3626491.725468
  nChanged 14113
		SP:Iteration 1F (14853.720000 sec): 3 clusters
  Score: Raw -3637854.093086 + Penalty 3359.068242 = -3634495.024844
  nChanged 1733
		SP:Iteration 2F (14853.810000 sec): 3 clusters
  Score: Raw -3638664.990085 + Penalty 3359.068242 = -3635305.921843
  nChanged 2017
		SP:Iteration 3F (14853.890000 sec): 3 clusters
  Score: Raw -3639830.875144 + Penalty 3359.068242 = -3636471.806901
  nChanged 2211
		SP:Iteration 4F (14853.970000 sec): 3 clusters
  Score: Raw -3641324.568653 + Penalty 3359.068242 = -3637965.500410
  nChanged 2316
		SP:Iteration 5F (14854.050000 sec): 3 clusters
  Score: Raw -3643076.840801 + Penalty 3359.068242 = -3639717.772559
  nChanged 2128
		SP:Iteration 6F (14854.140000 sec): 3 clusters
  Score: Raw -3644789.595856 + Penalty 3359.068242 = -3641430.527614
  nChanged 1760
		SP:Iteration 7F (14854.220000 sec): 3 clusters
  Score: Raw -3646274.964070 + Penalty 3359.068242 = -3642915.895828
  nChanged 1280
		SP:Iteration 8Q (14854.300000 sec): 3 clusters
  Score: Raw -3647385.581507 + Penalty 3359.068242 = -3644026.513265
  nChanged 825
		SP:Iteration 9Q (14854.380000 sec): 3 clusters
  Score: Raw -3648100.868829 + Penalty 3359.068242 = -3644741.800587
  nChanged 503
		SP:Iteration 10Q (14854.460000 sec): 3 clusters
  Score: Raw -3648551.369217 + Penalty 3359.068242 = -3645192.300975
  nChanged 308
		SP:Iteration 11Q (14854.530000 sec): 3 clusters
  Score: Raw -3648866.239581 + Penalty 3359.068242 = -3645507.171339
  nChanged 202
		SP:Iteration 12Q (14854.600000 sec): 3 clusters
  Score: Raw -3649076.657183 + Penalty 3359.068242 = -3645717.588941
  nChanged 118
		SP:Iteration 13Q (14854.660000 sec): 3 clusters
  Score: Raw -3649199.382345 + Penalty 3359.068242 = -3645840.314103
  nChanged 64
		SP:Iteration 14Q (14854.730000 sec): 3 clusters
  Score: Raw -3649280.918066 + Penalty 3359.068242 = -3645921.849824
  nChanged 55
		SP:Iteration 15Q (14854.790000 sec): 3 clusters
  Score: Raw -3649353.028337 + Penalty 3359.068242 = -3645993.960095
  nChanged 48
		SP:Iteration 16Q (14854.850000 sec): 3 clusters
  Score: Raw -3649409.283246 + Penalty 3359.068242 = -3646050.215004
  nChanged 48
		SP:Iteration 17Q (14854.900000 sec): 3 clusters
  Score: Raw -3649470.652824 + Penalty 3359.068242 = -3646111.584582
  nChanged 40
		SP:Iteration 18Q (14854.960000 sec): 3 clusters
  Score: Raw -3649525.255161 + Penalty 3359.068242 = -3646166.186919
  nChanged 37
		SP:Iteration 19Q (14855.020000 sec): 3 clusters
  Score: Raw -3649567.134485 + Penalty 3359.068242 = -3646208.066243
  nChanged 22
		SP:Iteration 20F (14855.100000 sec): 3 clusters
  Score: Raw -3649587.810184 + Penalty 3359.068242 = -3646228.741941
  nChanged 20
		SP:Iteration 21Q (14855.160000 sec): 3 clusters
  Score: Raw -3649605.417646 + Penalty 3359.068242 = -3646246.349403
  nChanged 14
		SP:Iteration 22Q (14855.210000 sec): 3 clusters
  Score: Raw -3649616.110410 + Penalty 3359.068242 = -3646257.042168
  nChanged 8
		SP:Iteration 23Q (14855.260000 sec): 3 clusters
  Score: Raw -3649620.796677 + Penalty 3359.068242 = -3646261.728435
  nChanged 6
		SP:Iteration 24Q (14855.320000 sec): 3 clusters
  Score: Raw -3649624.372295 + Penalty 3359.068242 = -3646265.304053
  nChanged 8
		SP:Iteration 25Q (14855.380000 sec): 3 clusters
  Score: Raw -3649629.157849 + Penalty 3359.068242 = -3646270.089607
  nChanged 3
		SP:Iteration 26Q (14855.430000 sec): 3 clusters
  Score: Raw -3649630.619309 + Penalty 3359.068242 = -3646271.551067
  nChanged 1
		SP:Iteration 27Q (14855.490000 sec): 3 clusters
  Score: Raw -3649631.518396 + Penalty 3359.068242 = -3646272.450154
  nChanged 2
		SP:Iteration 28Q (14855.540000 sec): 3 clusters
  Score: Raw -3649632.510571 + Penalty 3359.068242 = -3646273.442329
  nChanged 1
		SP:Iteration 29Q (14855.600000 sec): 3 clusters
  Score: Raw -3649632.756200 + Penalty 3359.068242 = -3646273.687958
  nChanged 0
		SP:Iteration 30F (14855.680000 sec): 3 clusters
  Score: Raw -3649632.756200 + Penalty 3359.068242 = -3646273.687958
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14855.840000 sec): 2 clusters
  Score: Raw -6523853.865140 + Penalty 1773.994113 = -6522079.871028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14855.990000 sec): 3 clusters
  Score: Raw -6488828.590011 + Penalty 3547.988225 = -6485280.601786
  nChanged 26147
		SP:Iteration 1F (14856.140000 sec): 3 clusters
  Score: Raw -6503601.373155 + Penalty 3547.988225 = -6500053.384930
  nChanged 2181
		SP:Iteration 2Q (14856.290000 sec): 3 clusters
  Score: Raw -6504274.568889 + Penalty 3547.988225 = -6500726.580664
  nChanged 2351
		SP:Iteration 3Q (14856.440000 sec): 3 clusters
  Score: Raw -6505123.956597 + Penalty 3547.988225 = -6501575.968372
  nChanged 2613
		SP:Iteration 4Q (14856.600000 sec): 3 clusters
  Score: Raw -6506226.870442 + Penalty 3547.988225 = -6502678.882217
  nChanged 2953
		SP:Iteration 5F (14856.750000 sec): 3 clusters
  Score: Raw -6507706.159580 + Penalty 3547.988225 = -6504158.171355
  nChanged 3275
		SP:Iteration 6F (14856.900000 sec): 3 clusters
  Score: Raw -6509502.528662 + Penalty 3547.988225 = -6505954.540437
  nChanged 3391
		SP:Iteration 7F (14857.050000 sec): 3 clusters
  Score: Raw -6511403.243791 + Penalty 3547.988225 = -6507855.255566
  nChanged 3163
		SP:Iteration 8F (14857.190000 sec): 3 clusters
  Score: Raw -6513120.240168 + Penalty 3547.988225 = -6509572.251943
  nChanged 2764
		SP:Iteration 9F (14857.340000 sec): 3 clusters
  Score: Raw -6514519.041000 + Penalty 3547.988225 = -6510971.052775
  nChanged 2353
		SP:Iteration 10Q (14857.490000 sec): 3 clusters
  Score: Raw -6515762.065720 + Penalty 3547.988225 = -6512214.077495
  nChanged 2062
		SP:Iteration 11Q (14857.640000 sec): 3 clusters
  Score: Raw -6516940.640910 + Penalty 3547.988225 = -6513392.652685
  nChanged 1823
		SP:Iteration 12Q (14857.790000 sec): 3 clusters
  Score: Raw -6518104.796346 + Penalty 3547.988225 = -6514556.808121
  nChanged 1647
		SP:Iteration 13Q (14857.930000 sec): 3 clusters
  Score: Raw -6519239.232126 + Penalty 3547.988225 = -6515691.243901
  nChanged 1407
		SP:Iteration 14Q (14858.070000 sec): 3 clusters
  Score: Raw -6520250.106232 + Penalty 3547.988225 = -6516702.118007
  nChanged 1084
		SP:Iteration 15Q (14858.210000 sec): 3 clusters
  Score: Raw -6520927.604567 + Penalty 3547.988225 = -6517379.616342
  nChanged 876
		SP:Iteration 16Q (14858.340000 sec): 3 clusters
  Score: Raw -6521407.363041 + Penalty 3547.988225 = -6517859.374816
  nChanged 721
		SP:Iteration 17Q (14858.460000 sec): 3 clusters
  Score: Raw -6521764.913529 + Penalty 3547.988225 = -6518216.925304
  nChanged 643
		SP:Iteration 18Q (14858.590000 sec): 3 clusters
  Score: Raw -6522052.927788 + Penalty 3547.988225 = -6518504.939563
  nChanged 582
		SP:Iteration 19Q (14858.710000 sec): 3 clusters
  Score: Raw -6522309.846675 + Penalty 3547.988225 = -6518761.858450
  nChanged 515
		SP:Iteration 20F (14858.860000 sec): 3 clusters
  Score: Raw -6522538.508235 + Penalty 3547.988225 = -6518990.520010
  nChanged 520
		SP:Iteration 21Q (14858.970000 sec): 3 clusters
  Score: Raw -6522789.031849 + Penalty 3547.988225 = -6519241.043624
  nChanged 491
		SP:Iteration 22Q (14859.090000 sec): 3 clusters
  Score: Raw -6523020.292471 + Penalty 3547.988225 = -6519472.304246
  nChanged 418
		SP:Iteration 23Q (14859.200000 sec): 3 clusters
  Score: Raw -6523228.353524 + Penalty 3547.988225 = -6519680.365299
  nChanged 379
		SP:Iteration 24Q (14859.320000 sec): 3 clusters
  Score: Raw -6523423.966245 + Penalty 3547.988225 = -6519875.978020
  nChanged 278
		SP:Iteration 25Q (14859.430000 sec): 3 clusters
  Score: Raw -6523576.021778 + Penalty 3547.988225 = -6520028.033553
  nChanged 259
		SP:Iteration 26Q (14859.540000 sec): 3 clusters
  Score: Raw -6523715.215130 + Penalty 3547.988225 = -6520167.226905
  nChanged 197
		SP:Iteration 27Q (14859.640000 sec): 3 clusters
  Score: Raw -6523825.847978 + Penalty 3547.988225 = -6520277.859753
  nChanged 166
		SP:Iteration 28Q (14859.750000 sec): 3 clusters
  Score: Raw -6523910.407819 + Penalty 3547.988225 = -6520362.419594
  nChanged 108
		SP:Iteration 29Q (14859.860000 sec): 3 clusters
  Score: Raw -6523963.842744 + Penalty 3547.988225 = -6520415.854519
  nChanged 75
		SP:Iteration 30Q (14859.960000 sec): 3 clusters
  Score: Raw -6523997.255182 + Penalty 3547.988225 = -6520449.266957
  nChanged 55
		SP:Iteration 31Q (14860.070000 sec): 3 clusters
  Score: Raw -6524019.683541 + Penalty 3547.988225 = -6520471.695316
  nChanged 45
		SP:Iteration 32Q (14860.180000 sec): 3 clusters
  Score: Raw -6524035.428710 + Penalty 3547.988225 = -6520487.440485
  nChanged 31
		SP:Iteration 33Q (14860.290000 sec): 3 clusters
  Score: Raw -6524046.553428 + Penalty 3547.988225 = -6520498.565203
  nChanged 26
		SP:Iteration 34Q (14860.390000 sec): 3 clusters
  Score: Raw -6524059.326092 + Penalty 3547.988225 = -6520511.337867
  nChanged 25
		SP:Iteration 35Q (14860.500000 sec): 3 clusters
  Score: Raw -6524071.008113 + Penalty 3547.988225 = -6520523.019888
  nChanged 26
		SP:Iteration 36Q (14860.600000 sec): 3 clusters
  Score: Raw -6524080.668498 + Penalty 3547.988225 = -6520532.680273
  nChanged 27
		SP:Iteration 37Q (14860.710000 sec): 3 clusters
  Score: Raw -6524092.443164 + Penalty 3547.988225 = -6520544.454939
  nChanged 19
		SP:Iteration 38Q (14860.810000 sec): 3 clusters
  Score: Raw -6524100.005438 + Penalty 3547.988225 = -6520552.017213
  nChanged 13
		SP:Iteration 39Q (14860.920000 sec): 3 clusters
  Score: Raw -6524105.924244 + Penalty 3547.988225 = -6520557.936019
  nChanged 18
		SP:Iteration 40F (14861.060000 sec): 3 clusters
  Score: Raw -6524115.519704 + Penalty 3547.988225 = -6520567.531479
  nChanged 21
		SP:Iteration 41Q (14861.160000 sec): 3 clusters
  Score: Raw -6524123.490617 + Penalty 3547.988225 = -6520575.502392
  nChanged 20
		SP:Iteration 42Q (14861.270000 sec): 3 clusters
  Score: Raw -6524131.459244 + Penalty 3547.988225 = -6520583.471019
  nChanged 15
		SP:Iteration 43Q (14861.370000 sec): 3 clusters
  Score: Raw -6524138.617233 + Penalty 3547.988225 = -6520590.629008
  nChanged 11
		SP:Iteration 44Q (14861.480000 sec): 3 clusters
  Score: Raw -6524144.599737 + Penalty 3547.988225 = -6520596.611512
  nChanged 13
		SP:Iteration 45Q (14861.590000 sec): 3 clusters
  Score: Raw -6524152.187285 + Penalty 3547.988225 = -6520604.199060
  nChanged 7
		SP:Iteration 46Q (14861.690000 sec): 3 clusters
  Score: Raw -6524154.998009 + Penalty 3547.988225 = -6520607.009784
  nChanged 8
		SP:Iteration 47Q (14861.800000 sec): 3 clusters
  Score: Raw -6524157.717746 + Penalty 3547.988225 = -6520609.729521
  nChanged 6
		SP:Iteration 48Q (14861.900000 sec): 3 clusters
  Score: Raw -6524160.208226 + Penalty 3547.988225 = -6520612.220001
  nChanged 4
		SP:Iteration 49Q (14862.010000 sec): 3 clusters
  Score: Raw -6524162.486713 + Penalty 3547.988225 = -6520614.498488
  nChanged 5
		SP:Iteration 50Q (14862.110000 sec): 3 clusters
  Score: Raw -6524164.343207 + Penalty 3547.988225 = -6520616.354982
  nChanged 1
		SP:Iteration 51Q (14862.210000 sec): 3 clusters
  Score: Raw -6524165.106536 + Penalty 3547.988225 = -6520617.118311
  nChanged 3
		SP:Iteration 52Q (14862.320000 sec): 3 clusters
  Score: Raw -6524166.749935 + Penalty 3547.988225 = -6520618.761710
  nChanged 1
		SP:Iteration 53Q (14862.430000 sec): 3 clusters
  Score: Raw -6524166.998050 + Penalty 3547.988225 = -6520619.009825
  nChanged 3
		SP:Iteration 54Q (14862.530000 sec): 3 clusters
  Score: Raw -6524167.914664 + Penalty 3547.988225 = -6520619.926439
  nChanged 3
		SP:Iteration 55Q (14862.640000 sec): 3 clusters
  Score: Raw -6524169.240220 + Penalty 3547.988225 = -6520621.251995
  nChanged 3
		SP:Iteration 56Q (14862.740000 sec): 3 clusters
  Score: Raw -6524170.789350 + Penalty 3547.988225 = -6520622.801125
  nChanged 6
		SP:Iteration 57Q (14862.850000 sec): 3 clusters
  Score: Raw -6524173.052857 + Penalty 3547.988225 = -6520625.064632
  nChanged 1
		SP:Iteration 58Q (14862.950000 sec): 3 clusters
  Score: Raw -6524173.493873 + Penalty 3547.988225 = -6520625.505648
  nChanged 2
		SP:Iteration 59Q (14863.050000 sec): 3 clusters
  Score: Raw -6524174.006447 + Penalty 3547.988225 = -6520626.018222
  nChanged 1
		SP:Iteration 60F (14863.200000 sec): 3 clusters
  Score: Raw -6524174.766885 + Penalty 3547.988225 = -6520626.778660
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14863.230000 sec): 2 clusters
  Score: Raw -81650.851339 + Penalty 1088.067324 = -80562.784015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14863.230000 sec): 3 clusters
  Score: Raw -81408.611781 + Penalty 2176.134648 = -79232.477132
  nChanged 241
		SP:Iteration 1F (14863.240000 sec): 3 clusters
  Score: Raw -81674.293713 + Penalty 2176.134648 = -79498.159065
  nChanged 89
		SP:Iteration 2F (14863.240000 sec): 3 clusters
  Score: Raw -81832.916168 + Penalty 2176.134648 = -79656.781520
  nChanged 56
		SP:Iteration 3F (14863.240000 sec): 3 clusters
  Score: Raw -81934.749493 + Penalty 2176.134648 = -79758.614845
  nChanged 41
		SP:Iteration 4F (14863.240000 sec): 3 clusters
  Score: Raw -81995.854889 + Penalty 2176.134648 = -79819.720241
  nChanged 26
		SP:Iteration 5Q (14863.250000 sec): 3 clusters
  Score: Raw -82037.483791 + Penalty 2176.134648 = -79861.349143
  nChanged 25
		SP:Iteration 6Q (14863.250000 sec): 3 clusters
  Score: Raw -82069.463688 + Penalty 2176.134648 = -79893.329040
  nChanged 11
		SP:Iteration 7Q (14863.250000 sec): 3 clusters
  Score: Raw -82088.820186 + Penalty 2176.134648 = -79912.685537
  nChanged 7
		SP:Iteration 8Q (14863.250000 sec): 3 clusters
  Score: Raw -82098.020450 + Penalty 2176.134648 = -79921.885802
  nChanged 7
		SP:Iteration 9Q (14863.250000 sec): 3 clusters
  Score: Raw -82105.086450 + Penalty 2176.134648 = -79928.951802
  nChanged 5
		SP:Iteration 10Q (14863.250000 sec): 3 clusters
  Score: Raw -82110.179730 + Penalty 2176.134648 = -79934.045082
  nChanged 5
		SP:Iteration 11Q (14863.260000 sec): 3 clusters
  Score: Raw -82117.415941 + Penalty 2176.134648 = -79941.281293
  nChanged 3
		SP:Iteration 12Q (14863.260000 sec): 3 clusters
  Score: Raw -82119.509097 + Penalty 2176.134648 = -79943.374449
  nChanged 4
		SP:Iteration 13Q (14863.260000 sec): 3 clusters
  Score: Raw -82124.759377 + Penalty 2176.134648 = -79948.624729
  nChanged 8
		SP:Iteration 14Q (14863.260000 sec): 3 clusters
  Score: Raw -82134.127548 + Penalty 2176.134648 = -79957.992900
  nChanged 7
		SP:Iteration 15Q (14863.270000 sec): 3 clusters
  Score: Raw -82144.047897 + Penalty 2176.134648 = -79967.913249
  nChanged 4
		SP:Iteration 16Q (14863.270000 sec): 3 clusters
  Score: Raw -82152.677091 + Penalty 2176.134648 = -79976.542443
  nChanged 4
		SP:Iteration 17Q (14863.270000 sec): 3 clusters
  Score: Raw -82159.194239 + Penalty 2176.134648 = -79983.059591
  nChanged 3
		SP:Iteration 18Q (14863.270000 sec): 3 clusters
  Score: Raw -82163.769777 + Penalty 2176.134648 = -79987.635129
  nChanged 2
		SP:Iteration 19Q (14863.270000 sec): 3 clusters
  Score: Raw -82167.953291 + Penalty 2176.134648 = -79991.818643
  nChanged 3
		SP:Iteration 20F (14863.270000 sec): 3 clusters
  Score: Raw -82170.860036 + Penalty 2176.134648 = -79994.725388
  nChanged 2
		SP:Iteration 21Q (14863.270000 sec): 3 clusters
  Score: Raw -82174.002865 + Penalty 2176.134648 = -79997.868217
  nChanged 1
		SP:Iteration 22Q (14863.280000 sec): 3 clusters
  Score: Raw -82175.066262 + Penalty 2176.134648 = -79998.931614
  nChanged 3
		SP:Iteration 23Q (14863.280000 sec): 3 clusters
  Score: Raw -82177.939063 + Penalty 2176.134648 = -80001.804415
  nChanged 1
		SP:Iteration 24Q (14863.280000 sec): 3 clusters
  Score: Raw -82180.539143 + Penalty 2176.134648 = -80004.404495
  nChanged 1
		SP:Iteration 25Q (14863.280000 sec): 3 clusters
  Score: Raw -82181.978805 + Penalty 2176.134648 = -80005.844157
  nChanged 0
		SP:Iteration 26F (14863.290000 sec): 3 clusters
  Score: Raw -82181.978805 + Penalty 2176.134648 = -80005.844157
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14863.290000 sec): 2 clusters
  Score: Raw -272762.984457 + Penalty 1260.798588 = -271502.185869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14863.300000 sec): 3 clusters
  Score: Raw -271708.393756 + Penalty 2521.597177 = -269186.796579
  nChanged 836
		SP:Iteration 1F (14863.310000 sec): 3 clusters
  Score: Raw -272216.449221 + Penalty 2521.597177 = -269694.852044
  nChanged 192
		SP:Iteration 2F (14863.310000 sec): 3 clusters
  Score: Raw -272340.007889 + Penalty 2521.597177 = -269818.410712
  nChanged 108
		SP:Iteration 3Q (14863.320000 sec): 3 clusters
  Score: Raw -272411.321039 + Penalty 2521.597177 = -269889.723862
  nChanged 79
		SP:Iteration 4Q (14863.330000 sec): 3 clusters
  Score: Raw -272466.575970 + Penalty 2521.597177 = -269944.978793
  nChanged 73
		SP:Iteration 5Q (14863.330000 sec): 3 clusters
  Score: Raw -272509.658419 + Penalty 2521.597177 = -269988.061242
  nChanged 53
		SP:Iteration 6Q (14863.330000 sec): 3 clusters
  Score: Raw -272539.205856 + Penalty 2521.597177 = -270017.608679
  nChanged 48
		SP:Iteration 7Q (14863.340000 sec): 3 clusters
  Score: Raw -272565.874538 + Penalty 2521.597177 = -270044.277362
  nChanged 40
		SP:Iteration 8Q (14863.350000 sec): 3 clusters
  Score: Raw -272583.721982 + Penalty 2521.597177 = -270062.124805
  nChanged 24
		SP:Iteration 9Q (14863.350000 sec): 3 clusters
  Score: Raw -272594.774994 + Penalty 2521.597177 = -270073.177818
  nChanged 24
		SP:Iteration 10Q (14863.360000 sec): 3 clusters
  Score: Raw -272605.681063 + Penalty 2521.597177 = -270084.083886
  nChanged 22
		SP:Iteration 11Q (14863.370000 sec): 3 clusters
  Score: Raw -272619.554318 + Penalty 2521.597177 = -270097.957142
  nChanged 27
		SP:Iteration 12Q (14863.370000 sec): 3 clusters
  Score: Raw -272640.897760 + Penalty 2521.597177 = -270119.300583
  nChanged 33
		SP:Iteration 13Q (14863.380000 sec): 3 clusters
  Score: Raw -272661.934411 + Penalty 2521.597177 = -270140.337234
  nChanged 35
		SP:Iteration 14Q (14863.380000 sec): 3 clusters
  Score: Raw -272684.561362 + Penalty 2521.597177 = -270162.964185
  nChanged 33
		SP:Iteration 15Q (14863.390000 sec): 3 clusters
  Score: Raw -272707.068517 + Penalty 2521.597177 = -270185.471340
  nChanged 28
		SP:Iteration 16Q (14863.390000 sec): 3 clusters
  Score: Raw -272721.799953 + Penalty 2521.597177 = -270200.202776
  nChanged 26
		SP:Iteration 17Q (14863.400000 sec): 3 clusters
  Score: Raw -272733.079554 + Penalty 2521.597177 = -270211.482378
  nChanged 16
		SP:Iteration 18Q (14863.410000 sec): 3 clusters
  Score: Raw -272739.102422 + Penalty 2521.597177 = -270217.505245
  nChanged 12
		SP:Iteration 19Q (14863.410000 sec): 3 clusters
  Score: Raw -272747.099991 + Penalty 2521.597177 = -270225.502815
  nChanged 12
		SP:Iteration 20F (14863.420000 sec): 3 clusters
  Score: Raw -272753.855176 + Penalty 2521.597177 = -270232.257999
  nChanged 18
		SP:Iteration 21Q (14863.420000 sec): 3 clusters
  Score: Raw -272763.631002 + Penalty 2521.597177 = -270242.033825
  nChanged 17
		SP:Iteration 22Q (14863.430000 sec): 3 clusters
  Score: Raw -272775.070033 + Penalty 2521.597177 = -270253.472856
  nChanged 16
		SP:Iteration 23Q (14863.430000 sec): 3 clusters
  Score: Raw -272785.127244 + Penalty 2521.597177 = -270263.530067
  nChanged 20
		SP:Iteration 24Q (14863.440000 sec): 3 clusters
  Score: Raw -272795.974917 + Penalty 2521.597177 = -270274.377740
  nChanged 18
		SP:Iteration 25Q (14863.450000 sec): 3 clusters
  Score: Raw -272805.412140 + Penalty 2521.597177 = -270283.814963
  nChanged 15
		SP:Iteration 26Q (14863.450000 sec): 3 clusters
  Score: Raw -272811.766619 + Penalty 2521.597177 = -270290.169442
  nChanged 18
		SP:Iteration 27Q (14863.460000 sec): 3 clusters
  Score: Raw -272822.489819 + Penalty 2521.597177 = -270300.892642
  nChanged 20
		SP:Iteration 28Q (14863.460000 sec): 3 clusters
  Score: Raw -272834.236693 + Penalty 2521.597177 = -270312.639516
  nChanged 18
		SP:Iteration 29Q (14863.470000 sec): 3 clusters
  Score: Raw -272843.537545 + Penalty 2521.597177 = -270321.940368
  nChanged 15
		SP:Iteration 30Q (14863.470000 sec): 3 clusters
  Score: Raw -272850.755878 + Penalty 2521.597177 = -270329.158701
  nChanged 15
		SP:Iteration 31Q (14863.480000 sec): 3 clusters
  Score: Raw -272861.009735 + Penalty 2521.597177 = -270339.412558
  nChanged 23
		SP:Iteration 32Q (14863.490000 sec): 3 clusters
  Score: Raw -272878.303631 + Penalty 2521.597177 = -270356.706455
  nChanged 16
		SP:Iteration 33Q (14863.490000 sec): 3 clusters
  Score: Raw -272887.475520 + Penalty 2521.597177 = -270365.878343
  nChanged 17
		SP:Iteration 34Q (14863.500000 sec): 3 clusters
  Score: Raw -272897.768402 + Penalty 2521.597177 = -270376.171225
  nChanged 23
		SP:Iteration 35Q (14863.500000 sec): 3 clusters
  Score: Raw -272913.390951 + Penalty 2521.597177 = -270391.793774
  nChanged 23
		SP:Iteration 36Q (14863.510000 sec): 3 clusters
  Score: Raw -272934.004132 + Penalty 2521.597177 = -270412.406956
  nChanged 23
		SP:Iteration 37Q (14863.510000 sec): 3 clusters
  Score: Raw -272951.693755 + Penalty 2521.597177 = -270430.096578
  nChanged 23
		SP:Iteration 38Q (14863.520000 sec): 3 clusters
  Score: Raw -272971.517801 + Penalty 2521.597177 = -270449.920624
  nChanged 20
		SP:Iteration 39Q (14863.520000 sec): 3 clusters
  Score: Raw -272990.568112 + Penalty 2521.597177 = -270468.970935
  nChanged 17
		SP:Iteration 40F (14863.530000 sec): 3 clusters
  Score: Raw -273005.325631 + Penalty 2521.597177 = -270483.728454
  nChanged 15
		SP:Iteration 41Q (14863.530000 sec): 3 clusters
  Score: Raw -273017.635534 + Penalty 2521.597177 = -270496.038357
  nChanged 18
		SP:Iteration 42Q (14863.540000 sec): 3 clusters
  Score: Raw -273034.916865 + Penalty 2521.597177 = -270513.319689
  nChanged 18
		SP:Iteration 43Q (14863.550000 sec): 3 clusters
  Score: Raw -273053.811959 + Penalty 2521.597177 = -270532.214782
  nChanged 16
		SP:Iteration 44Q (14863.550000 sec): 3 clusters
  Score: Raw -273067.228996 + Penalty 2521.597177 = -270545.631820
  nChanged 22
		SP:Iteration 45Q (14863.560000 sec): 3 clusters
  Score: Raw -273085.201761 + Penalty 2521.597177 = -270563.604584
  nChanged 15
		SP:Iteration 46Q (14863.560000 sec): 3 clusters
  Score: Raw -273101.584745 + Penalty 2521.597177 = -270579.987568
  nChanged 14
		SP:Iteration 47Q (14863.570000 sec): 3 clusters
  Score: Raw -273113.295140 + Penalty 2521.597177 = -270591.697963
  nChanged 10
		SP:Iteration 48Q (14863.570000 sec): 3 clusters
  Score: Raw -273120.881419 + Penalty 2521.597177 = -270599.284242
  nChanged 16
		SP:Iteration 49Q (14863.580000 sec): 3 clusters
  Score: Raw -273133.215523 + Penalty 2521.597177 = -270611.618346
  nChanged 11
		SP:Iteration 50Q (14863.580000 sec): 3 clusters
  Score: Raw -273141.707825 + Penalty 2521.597177 = -270620.110648
  nChanged 12
		SP:Iteration 51Q (14863.590000 sec): 3 clusters
  Score: Raw -273152.984135 + Penalty 2521.597177 = -270631.386958
  nChanged 15
		SP:Iteration 52Q (14863.590000 sec): 3 clusters
  Score: Raw -273170.338009 + Penalty 2521.597177 = -270648.740832
  nChanged 21
		SP:Iteration 53Q (14863.600000 sec): 3 clusters
  Score: Raw -273195.324987 + Penalty 2521.597177 = -270673.727810
  nChanged 12
		SP:Iteration 54Q (14863.600000 sec): 3 clusters
  Score: Raw -273212.095496 + Penalty 2521.597177 = -270690.498319
  nChanged 8
		SP:Iteration 55Q (14863.610000 sec): 3 clusters
  Score: Raw -273220.301443 + Penalty 2521.597177 = -270698.704266
  nChanged 6
		SP:Iteration 56Q (14863.610000 sec): 3 clusters
  Score: Raw -273224.793979 + Penalty 2521.597177 = -270703.196802
  nChanged 6
		SP:Iteration 57Q (14863.610000 sec): 3 clusters
  Score: Raw -273228.922869 + Penalty 2521.597177 = -270707.325692
  nChanged 3
		SP:Iteration 58Q (14863.620000 sec): 3 clusters
  Score: Raw -273230.960542 + Penalty 2521.597177 = -270709.363366
  nChanged 2
		SP:Iteration 59Q (14863.630000 sec): 3 clusters
  Score: Raw -273232.825446 + Penalty 2521.597177 = -270711.228269
  nChanged 3
		SP:Iteration 60F (14863.630000 sec): 3 clusters
  Score: Raw -273239.424056 + Penalty 2521.597177 = -270717.826879
  nChanged 2
		SP:Iteration 61Q (14863.630000 sec): 3 clusters
  Score: Raw -273240.419448 + Penalty 2521.597177 = -270718.822271
  nChanged 2
		SP:Iteration 62Q (14863.640000 sec): 3 clusters
  Score: Raw -273242.062023 + Penalty 2521.597177 = -270720.464846
  nChanged 2
		SP:Iteration 63Q (14863.650000 sec): 3 clusters
  Score: Raw -273244.181321 + Penalty 2521.597177 = -270722.584144
  nChanged 2
		SP:Iteration 64Q (14863.650000 sec): 3 clusters
  Score: Raw -273246.194084 + Penalty 2521.597177 = -270724.596907
  nChanged 1
		SP:Iteration 65Q (14863.650000 sec): 3 clusters
  Score: Raw -273247.103609 + Penalty 2521.597177 = -270725.506432
  nChanged 0
		SP:Iteration 66F (14863.660000 sec): 3 clusters
  Score: Raw -273247.103609 + Penalty 2521.597177 = -270725.506432
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14863.670000 sec): 2 clusters
  Score: Raw -326230.130087 + Penalty 1306.415487 = -324923.714600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14863.680000 sec): 3 clusters
  Score: Raw -324730.319167 + Penalty 2612.830974 = -322117.488193
  nChanged 1162
		SP:Iteration 1F (14863.690000 sec): 3 clusters
  Score: Raw -325423.204937 + Penalty 2612.830974 = -322810.373963
  nChanged 257
		SP:Iteration 2F (14863.690000 sec): 3 clusters
  Score: Raw -325593.409494 + Penalty 2612.830974 = -322980.578520
  nChanged 188
		SP:Iteration 3F (14863.700000 sec): 3 clusters
  Score: Raw -325710.310661 + Penalty 2612.830974 = -323097.479687
  nChanged 142
		SP:Iteration 4Q (14863.710000 sec): 3 clusters
  Score: Raw -325788.618632 + Penalty 2612.830974 = -323175.787659
  nChanged 115
		SP:Iteration 5Q (14863.720000 sec): 3 clusters
  Score: Raw -325844.373163 + Penalty 2612.830974 = -323231.542190
  nChanged 79
		SP:Iteration 6Q (14863.730000 sec): 3 clusters
  Score: Raw -325893.054970 + Penalty 2612.830974 = -323280.223996
  nChanged 77
		SP:Iteration 7Q (14863.730000 sec): 3 clusters
  Score: Raw -325942.296027 + Penalty 2612.830974 = -323329.465053
  nChanged 83
		SP:Iteration 8Q (14863.740000 sec): 3 clusters
  Score: Raw -325993.919807 + Penalty 2612.830974 = -323381.088833
  nChanged 76
		SP:Iteration 9Q (14863.750000 sec): 3 clusters
  Score: Raw -326052.212672 + Penalty 2612.830974 = -323439.381698
  nChanged 92
		SP:Iteration 10Q (14863.760000 sec): 3 clusters
  Score: Raw -326130.356982 + Penalty 2612.830974 = -323517.526008
  nChanged 101
		SP:Iteration 11Q (14863.770000 sec): 3 clusters
  Score: Raw -326199.109261 + Penalty 2612.830974 = -323586.278288
  nChanged 76
		SP:Iteration 12Q (14863.770000 sec): 3 clusters
  Score: Raw -326241.415358 + Penalty 2612.830974 = -323628.584384
  nChanged 58
		SP:Iteration 13Q (14863.780000 sec): 3 clusters
  Score: Raw -326275.925213 + Penalty 2612.830974 = -323663.094240
  nChanged 51
		SP:Iteration 14Q (14863.790000 sec): 3 clusters
  Score: Raw -326306.856739 + Penalty 2612.830974 = -323694.025765
  nChanged 49
		SP:Iteration 15Q (14863.790000 sec): 3 clusters
  Score: Raw -326330.887745 + Penalty 2612.830974 = -323718.056772
  nChanged 41
		SP:Iteration 16Q (14863.800000 sec): 3 clusters
  Score: Raw -326352.669462 + Penalty 2612.830974 = -323739.838488
  nChanged 38
		SP:Iteration 17Q (14863.810000 sec): 3 clusters
  Score: Raw -326377.806473 + Penalty 2612.830974 = -323764.975500
  nChanged 39
		SP:Iteration 18Q (14863.820000 sec): 3 clusters
  Score: Raw -326398.420615 + Penalty 2612.830974 = -323785.589641
  nChanged 25
		SP:Iteration 19Q (14863.830000 sec): 3 clusters
  Score: Raw -326407.943504 + Penalty 2612.830974 = -323795.112530
  nChanged 23
		SP:Iteration 20F (14863.830000 sec): 3 clusters
  Score: Raw -326418.187409 + Penalty 2612.830974 = -323805.356435
  nChanged 19
		SP:Iteration 21Q (14863.840000 sec): 3 clusters
  Score: Raw -326430.110481 + Penalty 2612.830974 = -323817.279507
  nChanged 21
		SP:Iteration 22Q (14863.850000 sec): 3 clusters
  Score: Raw -326446.365925 + Penalty 2612.830974 = -323833.534952
  nChanged 30
		SP:Iteration 23Q (14863.860000 sec): 3 clusters
  Score: Raw -326471.929677 + Penalty 2612.830974 = -323859.098704
  nChanged 44
		SP:Iteration 24Q (14863.870000 sec): 3 clusters
  Score: Raw -326494.881988 + Penalty 2612.830974 = -323882.051015
  nChanged 26
		SP:Iteration 25Q (14863.870000 sec): 3 clusters
  Score: Raw -326510.527192 + Penalty 2612.830974 = -323897.696218
  nChanged 20
		SP:Iteration 26Q (14863.880000 sec): 3 clusters
  Score: Raw -326522.633385 + Penalty 2612.830974 = -323909.802412
  nChanged 19
		SP:Iteration 27Q (14863.890000 sec): 3 clusters
  Score: Raw -326533.308936 + Penalty 2612.830974 = -323920.477963
  nChanged 17
		SP:Iteration 28Q (14863.890000 sec): 3 clusters
  Score: Raw -326543.623916 + Penalty 2612.830974 = -323930.792943
  nChanged 14
		SP:Iteration 29Q (14863.900000 sec): 3 clusters
  Score: Raw -326550.629260 + Penalty 2612.830974 = -323937.798286
  nChanged 10
		SP:Iteration 30Q (14863.910000 sec): 3 clusters
  Score: Raw -326555.165028 + Penalty 2612.830974 = -323942.334055
  nChanged 5
		SP:Iteration 31Q (14863.910000 sec): 3 clusters
  Score: Raw -326558.937120 + Penalty 2612.830974 = -323946.106146
  nChanged 8
		SP:Iteration 32Q (14863.920000 sec): 3 clusters
  Score: Raw -326565.305633 + Penalty 2612.830974 = -323952.474659
  nChanged 11
		SP:Iteration 33Q (14863.930000 sec): 3 clusters
  Score: Raw -326570.045035 + Penalty 2612.830974 = -323957.214061
  nChanged 6
		SP:Iteration 34Q (14863.930000 sec): 3 clusters
  Score: Raw -326572.078656 + Penalty 2612.830974 = -323959.247683
  nChanged 6
		SP:Iteration 35Q (14863.940000 sec): 3 clusters
  Score: Raw -326573.739158 + Penalty 2612.830974 = -323960.908185
  nChanged 2
		SP:Iteration 36Q (14863.950000 sec): 3 clusters
  Score: Raw -326574.381639 + Penalty 2612.830974 = -323961.550665
  nChanged 3
		SP:Iteration 37Q (14863.950000 sec): 3 clusters
  Score: Raw -326574.968269 + Penalty 2612.830974 = -323962.137296
  nChanged 1
		SP:Iteration 38Q (14863.960000 sec): 3 clusters
  Score: Raw -326575.173101 + Penalty 2612.830974 = -323962.342128
  nChanged 1
		SP:Iteration 39Q (14863.970000 sec): 3 clusters
  Score: Raw -326575.968836 + Penalty 2612.830974 = -323963.137862
  nChanged 2
		SP:Iteration 40F (14863.980000 sec): 3 clusters
  Score: Raw -326577.336928 + Penalty 2612.830974 = -323964.505954
  nChanged 2
		SP:Iteration 41Q (14863.990000 sec): 3 clusters
  Score: Raw -326578.113843 + Penalty 2612.830974 = -323965.282870
  nChanged 1
		SP:Iteration 42Q (14863.990000 sec): 3 clusters
  Score: Raw -326578.483739 + Penalty 2612.830974 = -323965.652765
  nChanged 0
		SP:Iteration 43F (14864.000000 sec): 3 clusters
  Score: Raw -326578.483739 + Penalty 2612.830974 = -323965.652765
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.030000 sec): 2 clusters
  Score: Raw -1160405.399329 + Penalty 1497.167081 = -1158908.232248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14864.060000 sec): 3 clusters
  Score: Raw -1154711.475922 + Penalty 2994.334161 = -1151717.141761
  nChanged 4324
		SP:Iteration 1F (14864.090000 sec): 3 clusters
  Score: Raw -1156973.128857 + Penalty 2994.334161 = -1153978.794695
  nChanged 572
		SP:Iteration 2F (14864.110000 sec): 3 clusters
  Score: Raw -1157208.649600 + Penalty 2994.334161 = -1154214.315439
  nChanged 475
		SP:Iteration 3Q (14864.140000 sec): 3 clusters
  Score: Raw -1157361.838105 + Penalty 2994.334161 = -1154367.503944
  nChanged 381
		SP:Iteration 4Q (14864.160000 sec): 3 clusters
  Score: Raw -1157493.021398 + Penalty 2994.334161 = -1154498.687237
  nChanged 354
		SP:Iteration 5Q (14864.190000 sec): 3 clusters
  Score: Raw -1157631.442720 + Penalty 2994.334161 = -1154637.108559
  nChanged 351
		SP:Iteration 6Q (14864.210000 sec): 3 clusters
  Score: Raw -1157785.146181 + Penalty 2994.334161 = -1154790.812020
  nChanged 367
		SP:Iteration 7Q (14864.240000 sec): 3 clusters
  Score: Raw -1157946.564603 + Penalty 2994.334161 = -1154952.230441
  nChanged 390
		SP:Iteration 8Q (14864.270000 sec): 3 clusters
  Score: Raw -1158142.205836 + Penalty 2994.334161 = -1155147.871675
  nChanged 424
		SP:Iteration 9Q (14864.290000 sec): 3 clusters
  Score: Raw -1158372.199629 + Penalty 2994.334161 = -1155377.865468
  nChanged 496
		SP:Iteration 10Q (14864.320000 sec): 3 clusters
  Score: Raw -1158669.402642 + Penalty 2994.334161 = -1155675.068481
  nChanged 512
		SP:Iteration 11F (14864.340000 sec): 3 clusters
  Score: Raw -1158998.153903 + Penalty 2994.334161 = -1156003.819741
  nChanged 535
		SP:Iteration 12F (14864.370000 sec): 3 clusters
  Score: Raw -1159340.327013 + Penalty 2994.334161 = -1156345.992851
  nChanged 459
		SP:Iteration 13Q (14864.390000 sec): 3 clusters
  Score: Raw -1159621.425012 + Penalty 2994.334161 = -1156627.090851
  nChanged 354
		SP:Iteration 14Q (14864.420000 sec): 3 clusters
  Score: Raw -1159852.642370 + Penalty 2994.334161 = -1156858.308209
  nChanged 283
		SP:Iteration 15Q (14864.450000 sec): 3 clusters
  Score: Raw -1160080.725604 + Penalty 2994.334161 = -1157086.391442
  nChanged 264
		SP:Iteration 16Q (14864.470000 sec): 3 clusters
  Score: Raw -1160358.521542 + Penalty 2994.334161 = -1157364.187381
  nChanged 233
		SP:Iteration 17Q (14864.490000 sec): 3 clusters
  Score: Raw -1160621.990203 + Penalty 2994.334161 = -1157627.656042
  nChanged 167
		SP:Iteration 18Q (14864.520000 sec): 3 clusters
  Score: Raw -1160793.750777 + Penalty 2994.334161 = -1157799.416615
  nChanged 131
		SP:Iteration 19Q (14864.540000 sec): 3 clusters
  Score: Raw -1160913.956895 + Penalty 2994.334161 = -1157919.622734
  nChanged 115
		SP:Iteration 20F (14864.560000 sec): 3 clusters
  Score: Raw -1161016.724894 + Penalty 2994.334161 = -1158022.390732
  nChanged 83
		SP:Iteration 21Q (14864.590000 sec): 3 clusters
  Score: Raw -1161096.919225 + Penalty 2994.334161 = -1158102.585063
  nChanged 69
		SP:Iteration 22Q (14864.610000 sec): 3 clusters
  Score: Raw -1161145.405397 + Penalty 2994.334161 = -1158151.071235
  nChanged 53
		SP:Iteration 23Q (14864.630000 sec): 3 clusters
  Score: Raw -1161185.260996 + Penalty 2994.334161 = -1158190.926835
  nChanged 37
		SP:Iteration 24Q (14864.650000 sec): 3 clusters
  Score: Raw -1161203.750698 + Penalty 2994.334161 = -1158209.416537
  nChanged 23
		SP:Iteration 25Q (14864.670000 sec): 3 clusters
  Score: Raw -1161211.736477 + Penalty 2994.334161 = -1158217.402315
  nChanged 16
		SP:Iteration 26Q (14864.680000 sec): 3 clusters
  Score: Raw -1161216.245461 + Penalty 2994.334161 = -1158221.911300
  nChanged 12
		SP:Iteration 27Q (14864.700000 sec): 3 clusters
  Score: Raw -1161220.578277 + Penalty 2994.334161 = -1158226.244116
  nChanged 13
		SP:Iteration 28Q (14864.720000 sec): 3 clusters
  Score: Raw -1161224.925365 + Penalty 2994.334161 = -1158230.591204
  nChanged 8
		SP:Iteration 29Q (14864.740000 sec): 3 clusters
  Score: Raw -1161226.599090 + Penalty 2994.334161 = -1158232.264929
  nChanged 4
		SP:Iteration 30Q (14864.760000 sec): 3 clusters
  Score: Raw -1161227.484304 + Penalty 2994.334161 = -1158233.150142
  nChanged 4
		SP:Iteration 31Q (14864.780000 sec): 3 clusters
  Score: Raw -1161228.354129 + Penalty 2994.334161 = -1158234.019967
  nChanged 6
		SP:Iteration 32Q (14864.800000 sec): 3 clusters
  Score: Raw -1161230.250097 + Penalty 2994.334161 = -1158235.915935
  nChanged 5
		SP:Iteration 33Q (14864.820000 sec): 3 clusters
  Score: Raw -1161231.033477 + Penalty 2994.334161 = -1158236.699316
  nChanged 2
		SP:Iteration 34Q (14864.840000 sec): 3 clusters
  Score: Raw -1161231.252187 + Penalty 2994.334161 = -1158236.918025
  nChanged 1
		SP:Iteration 35Q (14864.860000 sec): 3 clusters
  Score: Raw -1161231.482979 + Penalty 2994.334161 = -1158237.148817
  nChanged 1
		SP:Iteration 36Q (14864.880000 sec): 3 clusters
  Score: Raw -1161231.642206 + Penalty 2994.334161 = -1158237.308044
  nChanged 2
		SP:Iteration 37Q (14864.900000 sec): 3 clusters
  Score: Raw -1161232.001402 + Penalty 2994.334161 = -1158237.667241
  nChanged 1
		SP:Iteration 38Q (14864.920000 sec): 3 clusters
  Score: Raw -1161232.309830 + Penalty 2994.334161 = -1158237.975668
  nChanged 0
		SP:Iteration 39F (14864.940000 sec): 3 clusters
  Score: Raw -1161232.309830 + Penalty 2994.334161 = -1158237.975668
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.950000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14864.950000 sec): 3 clusters
  Score: Raw -30372.867709 + Penalty 1831.306621 = -28541.561088
  nChanged 42
		SP:Iteration 1F (14864.950000 sec): 3 clusters
  Score: Raw -30483.580183 + Penalty 1831.306621 = -28652.273562
  nChanged 14
		SP:Iteration 2Q (14864.950000 sec): 3 clusters
  Score: Raw -30527.496291 + Penalty 1831.306621 = -28696.189670
  nChanged 6
		SP:Iteration 3Q (14864.950000 sec): 3 clusters
  Score: Raw -30556.267799 + Penalty 1831.306621 = -28724.961178
  nChanged 8
		SP:Iteration 4Q (14864.950000 sec): 3 clusters
  Score: Raw -30583.036520 + Penalty 1831.306621 = -28751.729899
  nChanged 3
		SP:Iteration 5Q (14864.960000 sec): 3 clusters
  Score: Raw -30606.612558 + Penalty 1831.306621 = -28775.305937
  nChanged 1
		SP:Iteration 6Q (14864.960000 sec): 3 clusters
  Score: Raw -30633.503384 + Penalty 1831.306621 = -28802.196763
  nChanged 2
		SP:Iteration 7Q (14864.960000 sec): 3 clusters
  Score: Raw -30648.237425 + Penalty 1831.306621 = -28816.930804
  nChanged 3
		SP:Iteration 8Q (14864.960000 sec): 3 clusters
  Score: Raw -30658.610253 + Penalty 1831.306621 = -28827.303632
  nChanged 0
		SP:Iteration 9F (14864.960000 sec): 3 clusters
  Score: Raw -30658.610253 + Penalty 1831.306621 = -28827.303632
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.960000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14864.970000 sec): 3 clusters
  Score: Raw -51853.013706 + Penalty 2005.802694 = -49847.211012
  nChanged 117
		SP:Iteration 1F (14864.970000 sec): 3 clusters
  Score: Raw -52022.445785 + Penalty 2005.802694 = -50016.643091
  nChanged 30
		SP:Iteration 2F (14864.970000 sec): 3 clusters
  Score: Raw -52080.873790 + Penalty 2005.802694 = -50075.071096
  nChanged 19
		SP:Iteration 3Q (14864.970000 sec): 3 clusters
  Score: Raw -52123.735056 + Penalty 2005.802694 = -50117.932362
  nChanged 15
		SP:Iteration 4Q (14864.970000 sec): 3 clusters
  Score: Raw -52154.186359 + Penalty 2005.802694 = -50148.383665
  nChanged 12
		SP:Iteration 5Q (14864.970000 sec): 3 clusters
  Score: Raw -52180.093320 + Penalty 2005.802694 = -50174.290626
  nChanged 9
		SP:Iteration 6Q (14864.970000 sec): 3 clusters
  Score: Raw -52205.371539 + Penalty 2005.802694 = -50199.568844
  nChanged 4
		SP:Iteration 7Q (14864.970000 sec): 3 clusters
  Score: Raw -52231.356434 + Penalty 2005.802694 = -50225.553740
  nChanged 4
		SP:Iteration 8Q (14864.970000 sec): 3 clusters
  Score: Raw -52239.357888 + Penalty 2005.802694 = -50233.555194
  nChanged 3
		SP:Iteration 9Q (14864.970000 sec): 3 clusters
  Score: Raw -52247.278132 + Penalty 2005.802694 = -50241.475438
  nChanged 3
		SP:Iteration 10Q (14864.980000 sec): 3 clusters
  Score: Raw -52254.310942 + Penalty 2005.802694 = -50248.508248
  nChanged 1
		SP:Iteration 11Q (14864.980000 sec): 3 clusters
  Score: Raw -52256.687651 + Penalty 2005.802694 = -50250.884957
  nChanged 1
		SP:Iteration 12Q (14864.980000 sec): 3 clusters
  Score: Raw -52257.459449 + Penalty 2005.802694 = -50251.656755
  nChanged 0
		SP:Iteration 13F (14864.980000 sec): 3 clusters
  Score: Raw -52257.459449 + Penalty 2005.802694 = -50251.656755
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.990000 sec): 2 clusters
  Score: Raw -415337.135145 + Penalty 1337.944260 = -413999.190885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14865.000000 sec): 3 clusters
  Score: Raw -413474.750267 + Penalty 2675.888521 = -410798.861746
  nChanged 1464
		SP:Iteration 1F (14865.010000 sec): 3 clusters
  Score: Raw -414310.068574 + Penalty 2675.888521 = -411634.180053
  nChanged 272
		SP:Iteration 2F (14865.020000 sec): 3 clusters
  Score: Raw -414467.435637 + Penalty 2675.888521 = -411791.547116
  nChanged 188
		SP:Iteration 3Q (14865.030000 sec): 3 clusters
  Score: Raw -414584.006889 + Penalty 2675.888521 = -411908.118368
  nChanged 176
		SP:Iteration 4Q (14865.040000 sec): 3 clusters
  Score: Raw -414683.232830 + Penalty 2675.888521 = -412007.344310
  nChanged 141
		SP:Iteration 5Q (14865.050000 sec): 3 clusters
  Score: Raw -414771.624007 + Penalty 2675.888521 = -412095.735486
  nChanged 156
		SP:Iteration 6Q (14865.060000 sec): 3 clusters
  Score: Raw -414872.908900 + Penalty 2675.888521 = -412197.020380
  nChanged 168
		SP:Iteration 7Q (14865.070000 sec): 3 clusters
  Score: Raw -414983.883079 + Penalty 2675.888521 = -412307.994559
  nChanged 139
		SP:Iteration 8Q (14865.080000 sec): 3 clusters
  Score: Raw -415078.711496 + Penalty 2675.888521 = -412402.822975
  nChanged 135
		SP:Iteration 9Q (14865.090000 sec): 3 clusters
  Score: Raw -415170.546011 + Penalty 2675.888521 = -412494.657490
  nChanged 114
		SP:Iteration 10Q (14865.100000 sec): 3 clusters
  Score: Raw -415249.868354 + Penalty 2675.888521 = -412573.979834
  nChanged 88
		SP:Iteration 11Q (14865.110000 sec): 3 clusters
  Score: Raw -415313.061458 + Penalty 2675.888521 = -412637.172938
  nChanged 75
		SP:Iteration 12Q (14865.120000 sec): 3 clusters
  Score: Raw -415357.415560 + Penalty 2675.888521 = -412681.527040
  nChanged 56
		SP:Iteration 13Q (14865.130000 sec): 3 clusters
  Score: Raw -415391.634962 + Penalty 2675.888521 = -412715.746442
  nChanged 42
		SP:Iteration 14Q (14865.130000 sec): 3 clusters
  Score: Raw -415419.188131 + Penalty 2675.888521 = -412743.299611
  nChanged 36
		SP:Iteration 15Q (14865.150000 sec): 3 clusters
  Score: Raw -415443.834463 + Penalty 2675.888521 = -412767.945942
  nChanged 32
		SP:Iteration 16Q (14865.150000 sec): 3 clusters
  Score: Raw -415468.361785 + Penalty 2675.888521 = -412792.473264
  nChanged 25
		SP:Iteration 17Q (14865.160000 sec): 3 clusters
  Score: Raw -415485.963598 + Penalty 2675.888521 = -412810.075077
  nChanged 26
		SP:Iteration 18Q (14865.170000 sec): 3 clusters
  Score: Raw -415501.161273 + Penalty 2675.888521 = -412825.272753
  nChanged 17
		SP:Iteration 19Q (14865.180000 sec): 3 clusters
  Score: Raw -415511.708247 + Penalty 2675.888521 = -412835.819726
  nChanged 14
		SP:Iteration 20F (14865.190000 sec): 3 clusters
  Score: Raw -415522.902033 + Penalty 2675.888521 = -412847.013513
  nChanged 16
		SP:Iteration 21Q (14865.200000 sec): 3 clusters
  Score: Raw -415534.493515 + Penalty 2675.888521 = -412858.604995
  nChanged 15
		SP:Iteration 22Q (14865.210000 sec): 3 clusters
  Score: Raw -415543.738050 + Penalty 2675.888521 = -412867.849530
  nChanged 12
		SP:Iteration 23Q (14865.210000 sec): 3 clusters
  Score: Raw -415549.865777 + Penalty 2675.888521 = -412873.977257
  nChanged 4
		SP:Iteration 24Q (14865.220000 sec): 3 clusters
  Score: Raw -415551.283600 + Penalty 2675.888521 = -412875.395079
  nChanged 2
		SP:Iteration 25Q (14865.230000 sec): 3 clusters
  Score: Raw -415552.193642 + Penalty 2675.888521 = -412876.305121
  nChanged 3
		SP:Iteration 26Q (14865.240000 sec): 3 clusters
  Score: Raw -415553.586293 + Penalty 2675.888521 = -412877.697772
  nChanged 7
		SP:Iteration 27Q (14865.250000 sec): 3 clusters
  Score: Raw -415558.178212 + Penalty 2675.888521 = -412882.289692
  nChanged 9
		SP:Iteration 28Q (14865.260000 sec): 3 clusters
  Score: Raw -415563.330465 + Penalty 2675.888521 = -412887.441945
  nChanged 7
		SP:Iteration 29Q (14865.270000 sec): 3 clusters
  Score: Raw -415567.588191 + Penalty 2675.888521 = -412891.699671
  nChanged 3
		SP:Iteration 30Q (14865.270000 sec): 3 clusters
  Score: Raw -415569.519653 + Penalty 2675.888521 = -412893.631132
  nChanged 5
		SP:Iteration 31Q (14865.280000 sec): 3 clusters
  Score: Raw -415572.744946 + Penalty 2675.888521 = -412896.856426
  nChanged 3
		SP:Iteration 32Q (14865.290000 sec): 3 clusters
  Score: Raw -415575.148180 + Penalty 2675.888521 = -412899.259659
  nChanged 2
		SP:Iteration 33Q (14865.300000 sec): 3 clusters
  Score: Raw -415575.648225 + Penalty 2675.888521 = -412899.759704
  nChanged 1
		SP:Iteration 34Q (14865.310000 sec): 3 clusters
  Score: Raw -415576.062240 + Penalty 2675.888521 = -412900.173719
  nChanged 1
		SP:Iteration 35Q (14865.320000 sec): 3 clusters
  Score: Raw -415577.054385 + Penalty 2675.888521 = -412901.165864
  nChanged 2
		SP:Iteration 36Q (14865.330000 sec): 3 clusters
  Score: Raw -415579.841036 + Penalty 2675.888521 = -412903.952516
  nChanged 2
		SP:Iteration 37Q (14865.330000 sec): 3 clusters
  Score: Raw -415580.492003 + Penalty 2675.888521 = -412904.603483
  nChanged 1
		SP:Iteration 38Q (14865.340000 sec): 3 clusters
  Score: Raw -415581.164257 + Penalty 2675.888521 = -412905.275737
  nChanged 1
		SP:Iteration 39Q (14865.350000 sec): 3 clusters
  Score: Raw -415581.327769 + Penalty 2675.888521 = -412905.439248
  nChanged 1
		SP:Iteration 40F (14865.360000 sec): 3 clusters
  Score: Raw -415581.731408 + Penalty 2675.888521 = -412905.842887
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14865.380000 sec): 2 clusters
  Score: Raw -731347.728075 + Penalty 1423.318598 = -729924.409477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14865.400000 sec): 3 clusters
  Score: Raw -727909.188689 + Penalty 2846.637196 = -725062.551493
  nChanged 2637
		SP:Iteration 1F (14865.410000 sec): 3 clusters
  Score: Raw -729352.520431 + Penalty 2846.637196 = -726505.883235
  nChanged 472
		SP:Iteration 2F (14865.430000 sec): 3 clusters
  Score: Raw -729587.704113 + Penalty 2846.637196 = -726741.066917
  nChanged 364
		SP:Iteration 3F (14865.450000 sec): 3 clusters
  Score: Raw -729773.586407 + Penalty 2846.637196 = -726926.949211
  nChanged 367
		SP:Iteration 4F (14865.460000 sec): 3 clusters
  Score: Raw -729983.750317 + Penalty 2846.637196 = -727137.113121
  nChanged 336
		SP:Iteration 5F (14865.480000 sec): 3 clusters
  Score: Raw -730174.539637 + Penalty 2846.637196 = -727327.902440
  nChanged 324
		SP:Iteration 6F (14865.490000 sec): 3 clusters
  Score: Raw -730352.238915 + Penalty 2846.637196 = -727505.601719
  nChanged 292
		SP:Iteration 7Q (14865.510000 sec): 3 clusters
  Score: Raw -730514.563899 + Penalty 2846.637196 = -727667.926703
  nChanged 259
		SP:Iteration 8Q (14865.530000 sec): 3 clusters
  Score: Raw -730647.107168 + Penalty 2846.637196 = -727800.469972
  nChanged 213
		SP:Iteration 9Q (14865.540000 sec): 3 clusters
  Score: Raw -730752.912768 + Penalty 2846.637196 = -727906.275572
  nChanged 185
		SP:Iteration 10Q (14865.560000 sec): 3 clusters
  Score: Raw -730845.049792 + Penalty 2846.637196 = -727998.412596
  nChanged 180
		SP:Iteration 11Q (14865.570000 sec): 3 clusters
  Score: Raw -730934.206080 + Penalty 2846.637196 = -728087.568884
  nChanged 160
		SP:Iteration 12Q (14865.590000 sec): 3 clusters
  Score: Raw -731010.537392 + Penalty 2846.637196 = -728163.900196
  nChanged 141
		SP:Iteration 13Q (14865.610000 sec): 3 clusters
  Score: Raw -731085.055704 + Penalty 2846.637196 = -728238.418508
  nChanged 129
		SP:Iteration 14Q (14865.630000 sec): 3 clusters
  Score: Raw -731152.288155 + Penalty 2846.637196 = -728305.650959
  nChanged 126
		SP:Iteration 15Q (14865.640000 sec): 3 clusters
  Score: Raw -731226.279650 + Penalty 2846.637196 = -728379.642454
  nChanged 107
		SP:Iteration 16Q (14865.660000 sec): 3 clusters
  Score: Raw -731281.036742 + Penalty 2846.637196 = -728434.399546
  nChanged 71
		SP:Iteration 17Q (14865.670000 sec): 3 clusters
  Score: Raw -731317.151749 + Penalty 2846.637196 = -728470.514553
  nChanged 64
		SP:Iteration 18Q (14865.690000 sec): 3 clusters
  Score: Raw -731353.486383 + Penalty 2846.637196 = -728506.849187
  nChanged 50
		SP:Iteration 19Q (14865.710000 sec): 3 clusters
  Score: Raw -731379.113940 + Penalty 2846.637196 = -728532.476744
  nChanged 49
		SP:Iteration 20F (14865.720000 sec): 3 clusters
  Score: Raw -731406.274354 + Penalty 2846.637196 = -728559.637158
  nChanged 55
		SP:Iteration 21Q (14865.740000 sec): 3 clusters
  Score: Raw -731438.410265 + Penalty 2846.637196 = -728591.773069
  nChanged 51
		SP:Iteration 22Q (14865.750000 sec): 3 clusters
  Score: Raw -731469.339921 + Penalty 2846.637196 = -728622.702725
  nChanged 53
		SP:Iteration 23Q (14865.770000 sec): 3 clusters
  Score: Raw -731506.506218 + Penalty 2846.637196 = -728659.869022
  nChanged 39
		SP:Iteration 24Q (14865.790000 sec): 3 clusters
  Score: Raw -731535.965484 + Penalty 2846.637196 = -728689.328288
  nChanged 32
		SP:Iteration 25Q (14865.810000 sec): 3 clusters
  Score: Raw -731557.213635 + Penalty 2846.637196 = -728710.576439
  nChanged 39
		SP:Iteration 26Q (14865.820000 sec): 3 clusters
  Score: Raw -731586.931162 + Penalty 2846.637196 = -728740.293966
  nChanged 37
		SP:Iteration 27Q (14865.840000 sec): 3 clusters
  Score: Raw -731617.623119 + Penalty 2846.637196 = -728770.985923
  nChanged 27
		SP:Iteration 28Q (14865.850000 sec): 3 clusters
  Score: Raw -731633.461458 + Penalty 2846.637196 = -728786.824262
  nChanged 13
		SP:Iteration 29Q (14865.870000 sec): 3 clusters
  Score: Raw -731641.350644 + Penalty 2846.637196 = -728794.713448
  nChanged 11
		SP:Iteration 30Q (14865.880000 sec): 3 clusters
  Score: Raw -731647.810339 + Penalty 2846.637196 = -728801.173143
  nChanged 5
		SP:Iteration 31Q (14865.900000 sec): 3 clusters
  Score: Raw -731650.426138 + Penalty 2846.637196 = -728803.788942
  nChanged 7
		SP:Iteration 32Q (14865.920000 sec): 3 clusters
  Score: Raw -731653.186269 + Penalty 2846.637196 = -728806.549073
  nChanged 2
		SP:Iteration 33Q (14865.930000 sec): 3 clusters
  Score: Raw -731653.896972 + Penalty 2846.637196 = -728807.259776
  nChanged 1
		SP:Iteration 34Q (14865.940000 sec): 3 clusters
  Score: Raw -731654.310564 + Penalty 2846.637196 = -728807.673368
  nChanged 1
		SP:Iteration 35Q (14865.960000 sec): 3 clusters
  Score: Raw -731654.568198 + Penalty 2846.637196 = -728807.931002
  nChanged 0
		SP:Iteration 36F (14865.980000 sec): 3 clusters
  Score: Raw -731654.568198 + Penalty 2846.637196 = -728807.931002
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14865.980000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14865.980000 sec): 3 clusters
  Score: Raw -61087.165536 + Penalty 2039.909134 = -59047.256402
  nChanged 124
		SP:Iteration 1F (14865.990000 sec): 3 clusters
  Score: Raw -61242.206445 + Penalty 2039.909134 = -59202.297311
  nChanged 32
		SP:Iteration 2F (14865.990000 sec): 3 clusters
  Score: Raw -61286.575266 + Penalty 2039.909134 = -59246.666132
  nChanged 18
		SP:Iteration 3Q (14865.990000 sec): 3 clusters
  Score: Raw -61312.135497 + Penalty 2039.909134 = -59272.226363
  nChanged 9
		SP:Iteration 4Q (14865.990000 sec): 3 clusters
  Score: Raw -61326.117193 + Penalty 2039.909134 = -59286.208059
  nChanged 3
		SP:Iteration 5Q (14865.990000 sec): 3 clusters
  Score: Raw -61330.805648 + Penalty 2039.909134 = -59290.896514
  nChanged 3
		SP:Iteration 6Q (14865.990000 sec): 3 clusters
  Score: Raw -61335.018148 + Penalty 2039.909134 = -59295.109014
  nChanged 4
		SP:Iteration 7Q (14866.000000 sec): 3 clusters
  Score: Raw -61339.342572 + Penalty 2039.909134 = -59299.433438
  nChanged 1
		SP:Iteration 8Q (14866.000000 sec): 3 clusters
  Score: Raw -61339.790365 + Penalty 2039.909134 = -59299.881231
  nChanged 0
		SP:Iteration 9F (14866.000000 sec): 3 clusters
  Score: Raw -61339.790365 + Penalty 2039.909134 = -59299.881231
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14866.020000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14866.030000 sec): 3 clusters
  Score: Raw -543359.966859 + Penalty 2753.531628 = -540606.435231
  nChanged 1931
		SP:Iteration 1F (14866.040000 sec): 3 clusters
  Score: Raw -544412.213348 + Penalty 2753.531628 = -541658.681720
  nChanged 346
		SP:Iteration 2F (14866.050000 sec): 3 clusters
  Score: Raw -544598.930361 + Penalty 2753.531628 = -541845.398733
  nChanged 236
		SP:Iteration 3Q (14866.060000 sec): 3 clusters
  Score: Raw -544708.458223 + Penalty 2753.531628 = -541954.926595
  nChanged 173
		SP:Iteration 4Q (14866.080000 sec): 3 clusters
  Score: Raw -544788.034055 + Penalty 2753.531628 = -542034.502427
  nChanged 144
		SP:Iteration 5Q (14866.090000 sec): 3 clusters
  Score: Raw -544864.282691 + Penalty 2753.531628 = -542110.751063
  nChanged 134
		SP:Iteration 6Q (14866.100000 sec): 3 clusters
  Score: Raw -544927.638093 + Penalty 2753.531628 = -542174.106465
  nChanged 123
		SP:Iteration 7Q (14866.110000 sec): 3 clusters
  Score: Raw -544982.285626 + Penalty 2753.531628 = -542228.753998
  nChanged 127
		SP:Iteration 8Q (14866.120000 sec): 3 clusters
  Score: Raw -545042.923200 + Penalty 2753.531628 = -542289.391572
  nChanged 125
		SP:Iteration 9Q (14866.140000 sec): 3 clusters
  Score: Raw -545102.861066 + Penalty 2753.531628 = -542349.329439
  nChanged 113
		SP:Iteration 10Q (14866.150000 sec): 3 clusters
  Score: Raw -545153.390843 + Penalty 2753.531628 = -542399.859216
  nChanged 125
		SP:Iteration 11Q (14866.160000 sec): 3 clusters
  Score: Raw -545220.501966 + Penalty 2753.531628 = -542466.970339
  nChanged 126
		SP:Iteration 12Q (14866.170000 sec): 3 clusters
  Score: Raw -545286.975548 + Penalty 2753.531628 = -542533.443920
  nChanged 103
		SP:Iteration 13Q (14866.190000 sec): 3 clusters
  Score: Raw -545337.123620 + Penalty 2753.531628 = -542583.591992
  nChanged 98
		SP:Iteration 14Q (14866.200000 sec): 3 clusters
  Score: Raw -545391.016015 + Penalty 2753.531628 = -542637.484388
  nChanged 124
		SP:Iteration 15Q (14866.210000 sec): 3 clusters
  Score: Raw -545470.413765 + Penalty 2753.531628 = -542716.882137
  nChanged 111
		SP:Iteration 16Q (14866.220000 sec): 3 clusters
  Score: Raw -545539.880601 + Penalty 2753.531628 = -542786.348974
  nChanged 98
		SP:Iteration 17Q (14866.230000 sec): 3 clusters
  Score: Raw -545597.019122 + Penalty 2753.531628 = -542843.487494
  nChanged 91
		SP:Iteration 18Q (14866.250000 sec): 3 clusters
  Score: Raw -545662.148091 + Penalty 2753.531628 = -542908.616463
  nChanged 100
		SP:Iteration 19Q (14866.260000 sec): 3 clusters
  Score: Raw -545740.862276 + Penalty 2753.531628 = -542987.330648
  nChanged 89
		SP:Iteration 20F (14866.270000 sec): 3 clusters
  Score: Raw -545823.373829 + Penalty 2753.531628 = -543069.842201
  nChanged 81
		SP:Iteration 21Q (14866.280000 sec): 3 clusters
  Score: Raw -545903.607525 + Penalty 2753.531628 = -543150.075897
  nChanged 65
		SP:Iteration 22Q (14866.290000 sec): 3 clusters
  Score: Raw -545955.297424 + Penalty 2753.531628 = -543201.765796
  nChanged 56
		SP:Iteration 23Q (14866.300000 sec): 3 clusters
  Score: Raw -546001.748562 + Penalty 2753.531628 = -543248.216934
  nChanged 47
		SP:Iteration 24Q (14866.310000 sec): 3 clusters
  Score: Raw -546038.930393 + Penalty 2753.531628 = -543285.398765
  nChanged 40
		SP:Iteration 25Q (14866.330000 sec): 3 clusters
  Score: Raw -546068.069313 + Penalty 2753.531628 = -543314.537685
  nChanged 35
		SP:Iteration 26Q (14866.330000 sec): 3 clusters
  Score: Raw -546091.620768 + Penalty 2753.531628 = -543338.089140
  nChanged 25
		SP:Iteration 27Q (14866.350000 sec): 3 clusters
  Score: Raw -546110.022421 + Penalty 2753.531628 = -543356.490794
  nChanged 27
		SP:Iteration 28Q (14866.350000 sec): 3 clusters
  Score: Raw -546138.190403 + Penalty 2753.531628 = -543384.658775
  nChanged 31
		SP:Iteration 29Q (14866.370000 sec): 3 clusters
  Score: Raw -546168.734941 + Penalty 2753.531628 = -543415.203313
  nChanged 26
		SP:Iteration 30Q (14866.370000 sec): 3 clusters
  Score: Raw -546195.226162 + Penalty 2753.531628 = -543441.694534
  nChanged 27
		SP:Iteration 31Q (14866.390000 sec): 3 clusters
  Score: Raw -546223.677520 + Penalty 2753.531628 = -543470.145892
  nChanged 26
		SP:Iteration 32Q (14866.390000 sec): 3 clusters
  Score: Raw -546246.237537 + Penalty 2753.531628 = -543492.705909
  nChanged 21
		SP:Iteration 33Q (14866.410000 sec): 3 clusters
  Score: Raw -546259.808872 + Penalty 2753.531628 = -543506.277244
  nChanged 16
		SP:Iteration 34Q (14866.410000 sec): 3 clusters
  Score: Raw -546268.812481 + Penalty 2753.531628 = -543515.280853
  nChanged 7
		SP:Iteration 35Q (14866.420000 sec): 3 clusters
  Score: Raw -546272.430963 + Penalty 2753.531628 = -543518.899336
  nChanged 3
		SP:Iteration 36Q (14866.430000 sec): 3 clusters
  Score: Raw -546274.495610 + Penalty 2753.531628 = -543520.963982
  nChanged 4
		SP:Iteration 37Q (14866.440000 sec): 3 clusters
  Score: Raw -546276.123458 + Penalty 2753.531628 = -543522.591830
  nChanged 0
		SP:Iteration 38F (14866.450000 sec): 3 clusters
  Score: Raw -546276.123458 + Penalty 2753.531628 = -543522.591830
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14866.460000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14866.460000 sec): 3 clusters
  Score: Raw -42430.494061 + Penalty 1938.997690 = -40491.496370
  nChanged 80
		SP:Iteration 1F (14866.460000 sec): 3 clusters
  Score: Raw -42596.111346 + Penalty 1938.997690 = -40657.113656
  nChanged 19
		SP:Iteration 2Q (14866.470000 sec): 3 clusters
  Score: Raw -42626.254557 + Penalty 1938.997690 = -40687.256867
  nChanged 2
		SP:Iteration 3Q (14866.470000 sec): 3 clusters
  Score: Raw -42628.581996 + Penalty 1938.997690 = -40689.584306
  nChanged 0
		SP:Iteration 4F (14866.470000 sec): 3 clusters
  Score: Raw -42628.581996 + Penalty 1938.997690 = -40689.584306
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14866.470000 sec): 2 clusters
  Score: Raw -203988.689374 + Penalty 1231.115818 = -202757.573556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14866.480000 sec): 3 clusters
  Score: Raw -203222.236569 + Penalty 2462.231636 = -200760.004933
  nChanged 707
		SP:Iteration 1F (14866.490000 sec): 3 clusters
  Score: Raw -203880.289786 + Penalty 2462.231636 = -201418.058150
  nChanged 199
		SP:Iteration 2F (14866.490000 sec): 3 clusters
  Score: Raw -204159.119995 + Penalty 2462.231636 = -201696.888360
  nChanged 140
		SP:Iteration 3F (14866.490000 sec): 3 clusters
  Score: Raw -204335.842123 + Penalty 2462.231636 = -201873.610487
  nChanged 95
		SP:Iteration 4Q (14866.500000 sec): 3 clusters
  Score: Raw -204435.126768 + Penalty 2462.231636 = -201972.895132
  nChanged 73
		SP:Iteration 5Q (14866.510000 sec): 3 clusters
  Score: Raw -204510.677523 + Penalty 2462.231636 = -202048.445887
  nChanged 56
		SP:Iteration 6Q (14866.510000 sec): 3 clusters
  Score: Raw -204566.766720 + Penalty 2462.231636 = -202104.535085
  nChanged 45
		SP:Iteration 7Q (14866.510000 sec): 3 clusters
  Score: Raw -204605.915914 + Penalty 2462.231636 = -202143.684279
  nChanged 30
		SP:Iteration 8Q (14866.520000 sec): 3 clusters
  Score: Raw -204623.485722 + Penalty 2462.231636 = -202161.254086
  nChanged 19
		SP:Iteration 9Q (14866.520000 sec): 3 clusters
  Score: Raw -204639.042361 + Penalty 2462.231636 = -202176.810725
  nChanged 18
		SP:Iteration 10Q (14866.530000 sec): 3 clusters
  Score: Raw -204649.738729 + Penalty 2462.231636 = -202187.507094
  nChanged 14
		SP:Iteration 11Q (14866.530000 sec): 3 clusters
  Score: Raw -204659.843925 + Penalty 2462.231636 = -202197.612289
  nChanged 13
		SP:Iteration 12Q (14866.530000 sec): 3 clusters
  Score: Raw -204668.098501 + Penalty 2462.231636 = -202205.866865
  nChanged 17
		SP:Iteration 13Q (14866.540000 sec): 3 clusters
  Score: Raw -204679.153948 + Penalty 2462.231636 = -202216.922312
  nChanged 18
		SP:Iteration 14Q (14866.550000 sec): 3 clusters
  Score: Raw -204692.074650 + Penalty 2462.231636 = -202229.843014
  nChanged 8
		SP:Iteration 15Q (14866.550000 sec): 3 clusters
  Score: Raw -204697.385573 + Penalty 2462.231636 = -202235.153937
  nChanged 11
		SP:Iteration 16Q (14866.550000 sec): 3 clusters
  Score: Raw -204705.172199 + Penalty 2462.231636 = -202242.940563
  nChanged 10
		SP:Iteration 17Q (14866.560000 sec): 3 clusters
  Score: Raw -204710.816310 + Penalty 2462.231636 = -202248.584674
  nChanged 5
		SP:Iteration 18Q (14866.560000 sec): 3 clusters
  Score: Raw -204712.778405 + Penalty 2462.231636 = -202250.546769
  nChanged 7
		SP:Iteration 19Q (14866.570000 sec): 3 clusters
  Score: Raw -204715.318214 + Penalty 2462.231636 = -202253.086579
  nChanged 2
		SP:Iteration 20F (14866.570000 sec): 3 clusters
  Score: Raw -204716.492569 + Penalty 2462.231636 = -202254.260934
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14866.580000 sec): 2 clusters
  Score: Raw -318963.906789 + Penalty 1303.507487 = -317660.399302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14866.590000 sec): 3 clusters
  Score: Raw -317547.641300 + Penalty 2607.014973 = -314940.626327
  nChanged 1168
		SP:Iteration 1F (14866.600000 sec): 3 clusters
  Score: Raw -318319.158739 + Penalty 2607.014973 = -315712.143765
  nChanged 287
		SP:Iteration 2F (14866.610000 sec): 3 clusters
  Score: Raw -318559.657621 + Penalty 2607.014973 = -315952.642647
  nChanged 199
		SP:Iteration 3F (14866.610000 sec): 3 clusters
  Score: Raw -318751.336145 + Penalty 2607.014973 = -316144.321171
  nChanged 163
		SP:Iteration 4F (14866.620000 sec): 3 clusters
  Score: Raw -318901.031657 + Penalty 2607.014973 = -316294.016684
  nChanged 145
		SP:Iteration 5Q (14866.630000 sec): 3 clusters
  Score: Raw -319029.469331 + Penalty 2607.014973 = -316422.454357
  nChanged 144
		SP:Iteration 6Q (14866.640000 sec): 3 clusters
  Score: Raw -319131.557097 + Penalty 2607.014973 = -316524.542123
  nChanged 90
		SP:Iteration 7Q (14866.650000 sec): 3 clusters
  Score: Raw -319192.193221 + Penalty 2607.014973 = -316585.178247
  nChanged 79
		SP:Iteration 8Q (14866.650000 sec): 3 clusters
  Score: Raw -319253.765217 + Penalty 2607.014973 = -316646.750244
  nChanged 88
		SP:Iteration 9Q (14866.660000 sec): 3 clusters
  Score: Raw -319325.231537 + Penalty 2607.014973 = -316718.216564
  nChanged 80
		SP:Iteration 10Q (14866.670000 sec): 3 clusters
  Score: Raw -319372.299732 + Penalty 2607.014973 = -316765.284758
  nChanged 65
		SP:Iteration 11Q (14866.670000 sec): 3 clusters
  Score: Raw -319419.251209 + Penalty 2607.014973 = -316812.236235
  nChanged 64
		SP:Iteration 12Q (14866.680000 sec): 3 clusters
  Score: Raw -319459.470608 + Penalty 2607.014973 = -316852.455635
  nChanged 60
		SP:Iteration 13Q (14866.690000 sec): 3 clusters
  Score: Raw -319499.412889 + Penalty 2607.014973 = -316892.397916
  nChanged 51
		SP:Iteration 14Q (14866.700000 sec): 3 clusters
  Score: Raw -319524.467780 + Penalty 2607.014973 = -316917.452806
  nChanged 37
		SP:Iteration 15Q (14866.700000 sec): 3 clusters
  Score: Raw -319544.267174 + Penalty 2607.014973 = -316937.252201
  nChanged 31
		SP:Iteration 16Q (14866.710000 sec): 3 clusters
  Score: Raw -319565.960017 + Penalty 2607.014973 = -316958.945044
  nChanged 31
		SP:Iteration 17Q (14866.720000 sec): 3 clusters
  Score: Raw -319584.564774 + Penalty 2607.014973 = -316977.549800
  nChanged 35
		SP:Iteration 18Q (14866.730000 sec): 3 clusters
  Score: Raw -319605.125905 + Penalty 2607.014973 = -316998.110931
  nChanged 30
		SP:Iteration 19Q (14866.730000 sec): 3 clusters
  Score: Raw -319622.415948 + Penalty 2607.014973 = -317015.400975
  nChanged 29
		SP:Iteration 20F (14866.740000 sec): 3 clusters
  Score: Raw -319639.270618 + Penalty 2607.014973 = -317032.255644
  nChanged 29
		SP:Iteration 21Q (14866.750000 sec): 3 clusters
  Score: Raw -319654.217674 + Penalty 2607.014973 = -317047.202701
  nChanged 27
		SP:Iteration 22Q (14866.750000 sec): 3 clusters
  Score: Raw -319668.319953 + Penalty 2607.014973 = -317061.304979
  nChanged 25
		SP:Iteration 23Q (14866.760000 sec): 3 clusters
  Score: Raw -319682.534687 + Penalty 2607.014973 = -317075.519714
  nChanged 25
		SP:Iteration 24Q (14866.770000 sec): 3 clusters
  Score: Raw -319696.405154 + Penalty 2607.014973 = -317089.390181
  nChanged 23
		SP:Iteration 25Q (14866.780000 sec): 3 clusters
  Score: Raw -319708.748941 + Penalty 2607.014973 = -317101.733967
  nChanged 14
		SP:Iteration 26Q (14866.780000 sec): 3 clusters
  Score: Raw -319719.582885 + Penalty 2607.014973 = -317112.567912
  nChanged 22
		SP:Iteration 27Q (14866.790000 sec): 3 clusters
  Score: Raw -319734.067852 + Penalty 2607.014973 = -317127.052879
  nChanged 23
		SP:Iteration 28Q (14866.800000 sec): 3 clusters
  Score: Raw -319760.477111 + Penalty 2607.014973 = -317153.462138
  nChanged 24
		SP:Iteration 29Q (14866.810000 sec): 3 clusters
  Score: Raw -319779.866898 + Penalty 2607.014973 = -317172.851925
  nChanged 25
		SP:Iteration 30Q (14866.810000 sec): 3 clusters
  Score: Raw -319798.706557 + Penalty 2607.014973 = -317191.691584
  nChanged 30
		SP:Iteration 31Q (14866.820000 sec): 3 clusters
  Score: Raw -319820.715962 + Penalty 2607.014973 = -317213.700989
  nChanged 40
		SP:Iteration 32Q (14866.830000 sec): 3 clusters
  Score: Raw -319849.130580 + Penalty 2607.014973 = -317242.115607
  nChanged 33
		SP:Iteration 33Q (14866.830000 sec): 3 clusters
  Score: Raw -319868.784433 + Penalty 2607.014973 = -317261.769460
  nChanged 21
		SP:Iteration 34Q (14866.840000 sec): 3 clusters
  Score: Raw -319884.703516 + Penalty 2607.014973 = -317277.688542
  nChanged 22
		SP:Iteration 35Q (14866.850000 sec): 3 clusters
  Score: Raw -319898.620971 + Penalty 2607.014973 = -317291.605998
  nChanged 24
		SP:Iteration 36Q (14866.860000 sec): 3 clusters
  Score: Raw -319911.684753 + Penalty 2607.014973 = -317304.669779
  nChanged 16
		SP:Iteration 37Q (14866.860000 sec): 3 clusters
  Score: Raw -319919.724521 + Penalty 2607.014973 = -317312.709547
  nChanged 15
		SP:Iteration 38Q (14866.870000 sec): 3 clusters
  Score: Raw -319929.311915 + Penalty 2607.014973 = -317322.296942
  nChanged 13
		SP:Iteration 39Q (14866.880000 sec): 3 clusters
  Score: Raw -319934.858139 + Penalty 2607.014973 = -317327.843165
  nChanged 7
		SP:Iteration 40F (14866.890000 sec): 3 clusters
  Score: Raw -319937.021672 + Penalty 2607.014973 = -317330.006698
  nChanged 6
		SP:Iteration 41Q (14866.890000 sec): 3 clusters
  Score: Raw -319939.755103 + Penalty 2607.014973 = -317332.740130
  nChanged 6
		SP:Iteration 42Q (14866.900000 sec): 3 clusters
  Score: Raw -319942.331788 + Penalty 2607.014973 = -317335.316815
  nChanged 7
		SP:Iteration 43Q (14866.910000 sec): 3 clusters
  Score: Raw -319944.954211 + Penalty 2607.014973 = -317337.939238
  nChanged 3
		SP:Iteration 44Q (14866.910000 sec): 3 clusters
  Score: Raw -319945.838645 + Penalty 2607.014973 = -317338.823672
  nChanged 1
		SP:Iteration 45Q (14866.920000 sec): 3 clusters
  Score: Raw -319946.111752 + Penalty 2607.014973 = -317339.096778
  nChanged 2
		SP:Iteration 46Q (14866.930000 sec): 3 clusters
  Score: Raw -319946.662335 + Penalty 2607.014973 = -317339.647361
  nChanged 1
		SP:Iteration 47Q (14866.940000 sec): 3 clusters
  Score: Raw -319947.417479 + Penalty 2607.014973 = -317340.402505
  nChanged 0
		SP:Iteration 48F (14866.950000 sec): 3 clusters
  Score: Raw -319947.417479 + Penalty 2607.014973 = -317340.402505
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14866.950000 sec): 2 clusters
  Score: Raw -165321.795800 + Penalty 1201.704976 = -164120.090824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14866.960000 sec): 3 clusters
  Score: Raw -164751.854747 + Penalty 2403.409953 = -162348.444795
  nChanged 526
		SP:Iteration 1F (14866.960000 sec): 3 clusters
  Score: Raw -165140.159129 + Penalty 2403.409953 = -162736.749176
  nChanged 117
		SP:Iteration 2F (14866.970000 sec): 3 clusters
  Score: Raw -165265.483434 + Penalty 2403.409953 = -162862.073481
  nChanged 81
		SP:Iteration 3Q (14866.970000 sec): 3 clusters
  Score: Raw -165343.673798 + Penalty 2403.409953 = -162940.263845
  nChanged 72
		SP:Iteration 4Q (14866.970000 sec): 3 clusters
  Score: Raw -165417.785390 + Penalty 2403.409953 = -163014.375438
  nChanged 51
		SP:Iteration 5Q (14866.980000 sec): 3 clusters
  Score: Raw -165473.644311 + Penalty 2403.409953 = -163070.234358
  nChanged 47
		SP:Iteration 6Q (14866.980000 sec): 3 clusters
  Score: Raw -165515.661049 + Penalty 2403.409953 = -163112.251096
  nChanged 33
		SP:Iteration 7Q (14866.990000 sec): 3 clusters
  Score: Raw -165543.905200 + Penalty 2403.409953 = -163140.495247
  nChanged 20
		SP:Iteration 8Q (14866.990000 sec): 3 clusters
  Score: Raw -165556.480317 + Penalty 2403.409953 = -163153.070365
  nChanged 14
		SP:Iteration 9Q (14866.990000 sec): 3 clusters
  Score: Raw -165566.225239 + Penalty 2403.409953 = -163162.815287
  nChanged 18
		SP:Iteration 10Q (14867.000000 sec): 3 clusters
  Score: Raw -165581.057510 + Penalty 2403.409953 = -163177.647558
  nChanged 13
		SP:Iteration 11Q (14867.000000 sec): 3 clusters
  Score: Raw -165591.062923 + Penalty 2403.409953 = -163187.652970
  nChanged 9
		SP:Iteration 12Q (14867.010000 sec): 3 clusters
  Score: Raw -165596.311582 + Penalty 2403.409953 = -163192.901629
  nChanged 11
		SP:Iteration 13Q (14867.010000 sec): 3 clusters
  Score: Raw -165601.866451 + Penalty 2403.409953 = -163198.456498
  nChanged 9
		SP:Iteration 14Q (14867.010000 sec): 3 clusters
  Score: Raw -165607.609392 + Penalty 2403.409953 = -163204.199440
  nChanged 7
		SP:Iteration 15Q (14867.020000 sec): 3 clusters
  Score: Raw -165612.646716 + Penalty 2403.409953 = -163209.236764
  nChanged 5
		SP:Iteration 16Q (14867.020000 sec): 3 clusters
  Score: Raw -165614.382565 + Penalty 2403.409953 = -163210.972612
  nChanged 3
		SP:Iteration 17Q (14867.030000 sec): 3 clusters
  Score: Raw -165616.578889 + Penalty 2403.409953 = -163213.168937
  nChanged 4
		SP:Iteration 18Q (14867.030000 sec): 3 clusters
  Score: Raw -165619.568717 + Penalty 2403.409953 = -163216.158764
  nChanged 4
		SP:Iteration 19Q (14867.030000 sec): 3 clusters
  Score: Raw -165621.284800 + Penalty 2403.409953 = -163217.874847
  nChanged 4
		SP:Iteration 20F (14867.040000 sec): 3 clusters
  Score: Raw -165623.388285 + Penalty 2403.409953 = -163219.978332
  nChanged 5
		SP:Iteration 21Q (14867.040000 sec): 3 clusters
  Score: Raw -165625.966100 + Penalty 2403.409953 = -163222.556148
  nChanged 5
		SP:Iteration 22Q (14867.050000 sec): 3 clusters
  Score: Raw -165628.425862 + Penalty 2403.409953 = -163225.015910
  nChanged 6
		SP:Iteration 23Q (14867.050000 sec): 3 clusters
  Score: Raw -165633.150718 + Penalty 2403.409953 = -163229.740766
  nChanged 5
		SP:Iteration 24Q (14867.050000 sec): 3 clusters
  Score: Raw -165636.171214 + Penalty 2403.409953 = -163232.761261
  nChanged 5
		SP:Iteration 25Q (14867.050000 sec): 3 clusters
  Score: Raw -165639.835773 + Penalty 2403.409953 = -163236.425820
  nChanged 6
		SP:Iteration 26Q (14867.060000 sec): 3 clusters
  Score: Raw -165643.724815 + Penalty 2403.409953 = -163240.314862
  nChanged 4
		SP:Iteration 27Q (14867.060000 sec): 3 clusters
  Score: Raw -165645.269834 + Penalty 2403.409953 = -163241.859882
  nChanged 7
		SP:Iteration 28Q (14867.070000 sec): 3 clusters
  Score: Raw -165648.519930 + Penalty 2403.409953 = -163245.109977
  nChanged 6
		SP:Iteration 29Q (14867.070000 sec): 3 clusters
  Score: Raw -165652.318574 + Penalty 2403.409953 = -163248.908621
  nChanged 7
		SP:Iteration 30Q (14867.070000 sec): 3 clusters
  Score: Raw -165656.147203 + Penalty 2403.409953 = -163252.737250
  nChanged 5
		SP:Iteration 31Q (14867.080000 sec): 3 clusters
  Score: Raw -165660.307280 + Penalty 2403.409953 = -163256.897327
  nChanged 9
		SP:Iteration 32Q (14867.080000 sec): 3 clusters
  Score: Raw -165666.575516 + Penalty 2403.409953 = -163263.165563
  nChanged 7
		SP:Iteration 33Q (14867.090000 sec): 3 clusters
  Score: Raw -165672.017174 + Penalty 2403.409953 = -163268.607221
  nChanged 8
		SP:Iteration 34Q (14867.090000 sec): 3 clusters
  Score: Raw -165679.781046 + Penalty 2403.409953 = -163276.371094
  nChanged 9
		SP:Iteration 35Q (14867.090000 sec): 3 clusters
  Score: Raw -165682.982488 + Penalty 2403.409953 = -163279.572536
  nChanged 4
		SP:Iteration 36Q (14867.100000 sec): 3 clusters
  Score: Raw -165684.757500 + Penalty 2403.409953 = -163281.347547
  nChanged 5
		SP:Iteration 37Q (14867.100000 sec): 3 clusters
  Score: Raw -165687.923445 + Penalty 2403.409953 = -163284.513492
  nChanged 5
		SP:Iteration 38Q (14867.110000 sec): 3 clusters
  Score: Raw -165692.703274 + Penalty 2403.409953 = -163289.293321
  nChanged 6
		SP:Iteration 39Q (14867.110000 sec): 3 clusters
  Score: Raw -165698.547721 + Penalty 2403.409953 = -163295.137768
  nChanged 12
		SP:Iteration 40F (14867.110000 sec): 3 clusters
  Score: Raw -165706.508328 + Penalty 2403.409953 = -163303.098375
  nChanged 7
		SP:Iteration 41Q (14867.120000 sec): 3 clusters
  Score: Raw -165710.253719 + Penalty 2403.409953 = -163306.843766
  nChanged 4
		SP:Iteration 42Q (14867.120000 sec): 3 clusters
  Score: Raw -165712.533769 + Penalty 2403.409953 = -163309.123817
  nChanged 6
		SP:Iteration 43Q (14867.130000 sec): 3 clusters
  Score: Raw -165715.712688 + Penalty 2403.409953 = -163312.302735
  nChanged 7
		SP:Iteration 44Q (14867.130000 sec): 3 clusters
  Score: Raw -165720.889721 + Penalty 2403.409953 = -163317.479769
  nChanged 8
		SP:Iteration 45Q (14867.130000 sec): 3 clusters
  Score: Raw -165726.850845 + Penalty 2403.409953 = -163323.440893
  nChanged 6
		SP:Iteration 46Q (14867.140000 sec): 3 clusters
  Score: Raw -165730.497076 + Penalty 2403.409953 = -163327.087124
  nChanged 6
		SP:Iteration 47Q (14867.140000 sec): 3 clusters
  Score: Raw -165734.419116 + Penalty 2403.409953 = -163331.009164
  nChanged 5
		SP:Iteration 48Q (14867.150000 sec): 3 clusters
  Score: Raw -165739.648273 + Penalty 2403.409953 = -163336.238320
  nChanged 4
		SP:Iteration 49Q (14867.150000 sec): 3 clusters
  Score: Raw -165743.471884 + Penalty 2403.409953 = -163340.061932
  nChanged 4
		SP:Iteration 50Q (14867.150000 sec): 3 clusters
  Score: Raw -165745.886415 + Penalty 2403.409953 = -163342.476462
  nChanged 4
		SP:Iteration 51Q (14867.160000 sec): 3 clusters
  Score: Raw -165747.458022 + Penalty 2403.409953 = -163344.048069
  nChanged 4
		SP:Iteration 52Q (14867.160000 sec): 3 clusters
  Score: Raw -165750.321587 + Penalty 2403.409953 = -163346.911635
  nChanged 2
		SP:Iteration 53Q (14867.170000 sec): 3 clusters
  Score: Raw -165750.918826 + Penalty 2403.409953 = -163347.508873
  nChanged 1
		SP:Iteration 54Q (14867.170000 sec): 3 clusters
  Score: Raw -165752.010581 + Penalty 2403.409953 = -163348.600628
  nChanged 1
		SP:Iteration 55Q (14867.170000 sec): 3 clusters
  Score: Raw -165752.757515 + Penalty 2403.409953 = -163349.347562
  nChanged 0
		SP:Iteration 56F (14867.180000 sec): 3 clusters
  Score: Raw -165752.757515 + Penalty 2403.409953 = -163349.347562
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14867.370000 sec): 2 clusters
  Score: Raw -7069541.705168 + Penalty 1786.754264 = -7067754.950905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14867.540000 sec): 3 clusters
  Score: Raw -7031636.002555 + Penalty 3573.508527 = -7028062.494028
  nChanged 28076
		SP:Iteration 1F (14867.700000 sec): 3 clusters
  Score: Raw -7047873.973490 + Penalty 3573.508527 = -7044300.464963
  nChanged 2438
		SP:Iteration 2Q (14867.870000 sec): 3 clusters
  Score: Raw -7048667.956656 + Penalty 3573.508527 = -7045094.448129
  nChanged 2642
		SP:Iteration 3Q (14868.030000 sec): 3 clusters
  Score: Raw -7049658.142688 + Penalty 3573.508527 = -7046084.634161
  nChanged 2982
		SP:Iteration 4F (14868.190000 sec): 3 clusters
  Score: Raw -7050949.313560 + Penalty 3573.508527 = -7047375.805033
  nChanged 3226
		SP:Iteration 5F (14868.360000 sec): 3 clusters
  Score: Raw -7052600.210456 + Penalty 3573.508527 = -7049026.701928
  nChanged 3552
		SP:Iteration 6F (14868.520000 sec): 3 clusters
  Score: Raw -7054837.205784 + Penalty 3573.508527 = -7051263.697256
  nChanged 3929
		SP:Iteration 7F (14868.680000 sec): 3 clusters
  Score: Raw -7057777.677346 + Penalty 3573.508527 = -7054204.168819
  nChanged 3973
		SP:Iteration 8F (14868.840000 sec): 3 clusters
  Score: Raw -7061087.992144 + Penalty 3573.508527 = -7057514.483617
  nChanged 3479
		SP:Iteration 9F (14869.000000 sec): 3 clusters
  Score: Raw -7064152.750082 + Penalty 3573.508527 = -7060579.241555
  nChanged 2528
		SP:Iteration 10Q (14869.150000 sec): 3 clusters
  Score: Raw -7066380.887472 + Penalty 3573.508527 = -7062807.378945
  nChanged 1682
		SP:Iteration 11Q (14869.300000 sec): 3 clusters
  Score: Raw -7067824.653078 + Penalty 3573.508527 = -7064251.144551
  nChanged 1012
		SP:Iteration 12Q (14869.430000 sec): 3 clusters
  Score: Raw -7068669.377213 + Penalty 3573.508527 = -7065095.868685
  nChanged 549
		SP:Iteration 13Q (14869.560000 sec): 3 clusters
  Score: Raw -7069131.357590 + Penalty 3573.508527 = -7065557.849062
  nChanged 308
		SP:Iteration 14Q (14869.680000 sec): 3 clusters
  Score: Raw -7069412.333632 + Penalty 3573.508527 = -7065838.825105
  nChanged 189
		SP:Iteration 15Q (14869.790000 sec): 3 clusters
  Score: Raw -7069572.312916 + Penalty 3573.508527 = -7065998.804389
  nChanged 123
		SP:Iteration 16Q (14869.910000 sec): 3 clusters
  Score: Raw -7069661.850461 + Penalty 3573.508527 = -7066088.341934
  nChanged 72
		SP:Iteration 17Q (14870.020000 sec): 3 clusters
  Score: Raw -7069710.063513 + Penalty 3573.508527 = -7066136.554985
  nChanged 56
		SP:Iteration 18Q (14870.130000 sec): 3 clusters
  Score: Raw -7069747.179079 + Penalty 3573.508527 = -7066173.670551
  nChanged 37
		SP:Iteration 19Q (14870.250000 sec): 3 clusters
  Score: Raw -7069776.057364 + Penalty 3573.508527 = -7066202.548836
  nChanged 28
		SP:Iteration 20F (14870.410000 sec): 3 clusters
  Score: Raw -7069793.887964 + Penalty 3573.508527 = -7066220.379437
  nChanged 15
		SP:Iteration 21Q (14870.520000 sec): 3 clusters
  Score: Raw -7069804.178592 + Penalty 3573.508527 = -7066230.670065
  nChanged 12
		SP:Iteration 22Q (14870.630000 sec): 3 clusters
  Score: Raw -7069812.020210 + Penalty 3573.508527 = -7066238.511682
  nChanged 5
		SP:Iteration 23Q (14870.740000 sec): 3 clusters
  Score: Raw -7069813.561284 + Penalty 3573.508527 = -7066240.052757
  nChanged 0
		SP:Iteration 24F (14870.890000 sec): 3 clusters
  Score: Raw -7069813.561284 + Penalty 3573.508527 = -7066240.052757
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14870.930000 sec): 2 clusters
  Score: Raw -339574.320276 + Penalty 1297.530551 = -338276.789725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14870.940000 sec): 3 clusters
  Score: Raw -338161.211346 + Penalty 2595.061102 = -335566.150244
  nChanged 1096
		SP:Iteration 1F (14870.950000 sec): 3 clusters
  Score: Raw -338806.944948 + Penalty 2595.061102 = -336211.883846
  nChanged 186
		SP:Iteration 2F (14870.950000 sec): 3 clusters
  Score: Raw -338914.349285 + Penalty 2595.061102 = -336319.288183
  nChanged 146
		SP:Iteration 3Q (14870.960000 sec): 3 clusters
  Score: Raw -338991.679456 + Penalty 2595.061102 = -336396.618355
  nChanged 93
		SP:Iteration 4Q (14870.970000 sec): 3 clusters
  Score: Raw -339038.202923 + Penalty 2595.061102 = -336443.141822
  nChanged 81
		SP:Iteration 5Q (14870.980000 sec): 3 clusters
  Score: Raw -339077.005875 + Penalty 2595.061102 = -336481.944774
  nChanged 82
		SP:Iteration 6Q (14870.990000 sec): 3 clusters
  Score: Raw -339114.704187 + Penalty 2595.061102 = -336519.643086
  nChanged 52
		SP:Iteration 7Q (14870.990000 sec): 3 clusters
  Score: Raw -339139.591821 + Penalty 2595.061102 = -336544.530720
  nChanged 57
		SP:Iteration 8Q (14871.000000 sec): 3 clusters
  Score: Raw -339170.253494 + Penalty 2595.061102 = -336575.192392
  nChanged 59
		SP:Iteration 9Q (14871.010000 sec): 3 clusters
  Score: Raw -339202.799722 + Penalty 2595.061102 = -336607.738620
  nChanged 60
		SP:Iteration 10Q (14871.010000 sec): 3 clusters
  Score: Raw -339233.634045 + Penalty 2595.061102 = -336638.572943
  nChanged 58
		SP:Iteration 11Q (14871.020000 sec): 3 clusters
  Score: Raw -339261.607104 + Penalty 2595.061102 = -336666.546002
  nChanged 49
		SP:Iteration 12Q (14871.030000 sec): 3 clusters
  Score: Raw -339282.948210 + Penalty 2595.061102 = -336687.887109
  nChanged 31
		SP:Iteration 13Q (14871.040000 sec): 3 clusters
  Score: Raw -339296.898013 + Penalty 2595.061102 = -336701.836911
  nChanged 29
		SP:Iteration 14Q (14871.050000 sec): 3 clusters
  Score: Raw -339309.836983 + Penalty 2595.061102 = -336714.775882
  nChanged 33
		SP:Iteration 15Q (14871.050000 sec): 3 clusters
  Score: Raw -339323.237603 + Penalty 2595.061102 = -336728.176501
  nChanged 24
		SP:Iteration 16Q (14871.060000 sec): 3 clusters
  Score: Raw -339331.047141 + Penalty 2595.061102 = -336735.986040
  nChanged 20
		SP:Iteration 17Q (14871.070000 sec): 3 clusters
  Score: Raw -339339.073811 + Penalty 2595.061102 = -336744.012709
  nChanged 18
		SP:Iteration 18Q (14871.070000 sec): 3 clusters
  Score: Raw -339347.196235 + Penalty 2595.061102 = -336752.135133
  nChanged 25
		SP:Iteration 19Q (14871.080000 sec): 3 clusters
  Score: Raw -339358.480500 + Penalty 2595.061102 = -336763.419398
  nChanged 25
		SP:Iteration 20F (14871.090000 sec): 3 clusters
  Score: Raw -339369.635707 + Penalty 2595.061102 = -336774.574605
  nChanged 29
		SP:Iteration 21Q (14871.100000 sec): 3 clusters
  Score: Raw -339384.635938 + Penalty 2595.061102 = -336789.574836
  nChanged 34
		SP:Iteration 22Q (14871.100000 sec): 3 clusters
  Score: Raw -339401.132909 + Penalty 2595.061102 = -336806.071808
  nChanged 29
		SP:Iteration 23Q (14871.110000 sec): 3 clusters
  Score: Raw -339417.728187 + Penalty 2595.061102 = -336822.667086
  nChanged 34
		SP:Iteration 24Q (14871.120000 sec): 3 clusters
  Score: Raw -339437.419515 + Penalty 2595.061102 = -336842.358414
  nChanged 30
		SP:Iteration 25Q (14871.130000 sec): 3 clusters
  Score: Raw -339454.541630 + Penalty 2595.061102 = -336859.480528
  nChanged 30
		SP:Iteration 26Q (14871.130000 sec): 3 clusters
  Score: Raw -339470.346796 + Penalty 2595.061102 = -336875.285694
  nChanged 31
		SP:Iteration 27Q (14871.140000 sec): 3 clusters
  Score: Raw -339486.214101 + Penalty 2595.061102 = -336891.152999
  nChanged 29
		SP:Iteration 28Q (14871.150000 sec): 3 clusters
  Score: Raw -339502.950304 + Penalty 2595.061102 = -336907.889203
  nChanged 21
		SP:Iteration 29Q (14871.150000 sec): 3 clusters
  Score: Raw -339513.779653 + Penalty 2595.061102 = -336918.718551
  nChanged 20
		SP:Iteration 30Q (14871.160000 sec): 3 clusters
  Score: Raw -339522.958479 + Penalty 2595.061102 = -336927.897377
  nChanged 15
		SP:Iteration 31Q (14871.170000 sec): 3 clusters
  Score: Raw -339530.694590 + Penalty 2595.061102 = -336935.633489
  nChanged 16
		SP:Iteration 32Q (14871.180000 sec): 3 clusters
  Score: Raw -339541.625331 + Penalty 2595.061102 = -336946.564229
  nChanged 22
		SP:Iteration 33Q (14871.190000 sec): 3 clusters
  Score: Raw -339554.001503 + Penalty 2595.061102 = -336958.940402
  nChanged 18
		SP:Iteration 34Q (14871.190000 sec): 3 clusters
  Score: Raw -339564.172919 + Penalty 2595.061102 = -336969.111817
  nChanged 19
		SP:Iteration 35Q (14871.200000 sec): 3 clusters
  Score: Raw -339577.882873 + Penalty 2595.061102 = -336982.821771
  nChanged 18
		SP:Iteration 36Q (14871.210000 sec): 3 clusters
  Score: Raw -339589.473944 + Penalty 2595.061102 = -336994.412843
  nChanged 17
		SP:Iteration 37Q (14871.210000 sec): 3 clusters
  Score: Raw -339599.781030 + Penalty 2595.061102 = -337004.719929
  nChanged 16
		SP:Iteration 38Q (14871.220000 sec): 3 clusters
  Score: Raw -339612.183749 + Penalty 2595.061102 = -337017.122648
  nChanged 22
		SP:Iteration 39Q (14871.230000 sec): 3 clusters
  Score: Raw -339628.202354 + Penalty 2595.061102 = -337033.141252
  nChanged 17
		SP:Iteration 40F (14871.230000 sec): 3 clusters
  Score: Raw -339639.880497 + Penalty 2595.061102 = -337044.819396
  nChanged 13
		SP:Iteration 41Q (14871.240000 sec): 3 clusters
  Score: Raw -339649.461681 + Penalty 2595.061102 = -337054.400579
  nChanged 13
		SP:Iteration 42Q (14871.250000 sec): 3 clusters
  Score: Raw -339659.210832 + Penalty 2595.061102 = -337064.149731
  nChanged 13
		SP:Iteration 43Q (14871.260000 sec): 3 clusters
  Score: Raw -339667.230380 + Penalty 2595.061102 = -337072.169278
  nChanged 10
		SP:Iteration 44Q (14871.260000 sec): 3 clusters
  Score: Raw -339674.467954 + Penalty 2595.061102 = -337079.406852
  nChanged 15
		SP:Iteration 45Q (14871.270000 sec): 3 clusters
  Score: Raw -339683.200010 + Penalty 2595.061102 = -337088.138908
  nChanged 15
		SP:Iteration 46Q (14871.280000 sec): 3 clusters
  Score: Raw -339696.158160 + Penalty 2595.061102 = -337101.097058
  nChanged 15
		SP:Iteration 47Q (14871.290000 sec): 3 clusters
  Score: Raw -339705.040462 + Penalty 2595.061102 = -337109.979360
  nChanged 13
		SP:Iteration 48Q (14871.290000 sec): 3 clusters
  Score: Raw -339710.540572 + Penalty 2595.061102 = -337115.479470
  nChanged 11
		SP:Iteration 49Q (14871.300000 sec): 3 clusters
  Score: Raw -339716.214028 + Penalty 2595.061102 = -337121.152926
  nChanged 8
		SP:Iteration 50Q (14871.310000 sec): 3 clusters
  Score: Raw -339721.294954 + Penalty 2595.061102 = -337126.233852
  nChanged 5
		SP:Iteration 51Q (14871.310000 sec): 3 clusters
  Score: Raw -339724.614646 + Penalty 2595.061102 = -337129.553544
  nChanged 5
		SP:Iteration 52Q (14871.320000 sec): 3 clusters
  Score: Raw -339726.854726 + Penalty 2595.061102 = -337131.793624
  nChanged 4
		SP:Iteration 53Q (14871.330000 sec): 3 clusters
  Score: Raw -339728.325817 + Penalty 2595.061102 = -337133.264715
  nChanged 2
		SP:Iteration 54Q (14871.330000 sec): 3 clusters
  Score: Raw -339729.641492 + Penalty 2595.061102 = -337134.580391
  nChanged 2
		SP:Iteration 55Q (14871.340000 sec): 3 clusters
  Score: Raw -339730.900698 + Penalty 2595.061102 = -337135.839597
  nChanged 0
		SP:Iteration 56F (14871.350000 sec): 3 clusters
  Score: Raw -339730.900698 + Penalty 2595.061102 = -337135.839597
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14871.390000 sec): 2 clusters
  Score: Raw -1380915.533001 + Penalty 1534.892376 = -1379380.640626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14871.420000 sec): 3 clusters
  Score: Raw -1373539.067255 + Penalty 3069.784751 = -1370469.282504
  nChanged 5602
		SP:Iteration 1F (14871.450000 sec): 3 clusters
  Score: Raw -1376871.142011 + Penalty 3069.784751 = -1373801.357259
  nChanged 811
		SP:Iteration 2F (14871.490000 sec): 3 clusters
  Score: Raw -1377301.529322 + Penalty 3069.784751 = -1374231.744571
  nChanged 712
		SP:Iteration 3F (14871.520000 sec): 3 clusters
  Score: Raw -1377653.287168 + Penalty 3069.784751 = -1374583.502416
  nChanged 656
		SP:Iteration 4F (14871.550000 sec): 3 clusters
  Score: Raw -1377967.450617 + Penalty 3069.784751 = -1374897.665866
  nChanged 569
		SP:Iteration 5Q (14871.590000 sec): 3 clusters
  Score: Raw -1378255.884577 + Penalty 3069.784751 = -1375186.099826
  nChanged 554
		SP:Iteration 6Q (14871.620000 sec): 3 clusters
  Score: Raw -1378550.236130 + Penalty 3069.784751 = -1375480.451378
  nChanged 579
		SP:Iteration 7Q (14871.650000 sec): 3 clusters
  Score: Raw -1378837.490204 + Penalty 3069.784751 = -1375767.705453
  nChanged 493
		SP:Iteration 8Q (14871.690000 sec): 3 clusters
  Score: Raw -1379050.512143 + Penalty 3069.784751 = -1375980.727391
  nChanged 417
		SP:Iteration 9Q (14871.720000 sec): 3 clusters
  Score: Raw -1379235.849383 + Penalty 3069.784751 = -1376166.064631
  nChanged 386
		SP:Iteration 10Q (14871.750000 sec): 3 clusters
  Score: Raw -1379370.304468 + Penalty 3069.784751 = -1376300.519716
  nChanged 288
		SP:Iteration 11Q (14871.790000 sec): 3 clusters
  Score: Raw -1379470.064964 + Penalty 3069.784751 = -1376400.280213
  nChanged 254
		SP:Iteration 12Q (14871.820000 sec): 3 clusters
  Score: Raw -1379552.488707 + Penalty 3069.784751 = -1376482.703956
  nChanged 218
		SP:Iteration 13Q (14871.850000 sec): 3 clusters
  Score: Raw -1379633.910649 + Penalty 3069.784751 = -1376564.125898
  nChanged 228
		SP:Iteration 14Q (14871.890000 sec): 3 clusters
  Score: Raw -1379716.157018 + Penalty 3069.784751 = -1376646.372267
  nChanged 213
		SP:Iteration 15Q (14871.920000 sec): 3 clusters
  Score: Raw -1379797.335185 + Penalty 3069.784751 = -1376727.550434
  nChanged 222
		SP:Iteration 16Q (14871.950000 sec): 3 clusters
  Score: Raw -1379872.108007 + Penalty 3069.784751 = -1376802.323256
  nChanged 175
		SP:Iteration 17Q (14871.980000 sec): 3 clusters
  Score: Raw -1379929.385940 + Penalty 3069.784751 = -1376859.601188
  nChanged 171
		SP:Iteration 18Q (14872.010000 sec): 3 clusters
  Score: Raw -1379982.306052 + Penalty 3069.784751 = -1376912.521300
  nChanged 156
		SP:Iteration 19Q (14872.050000 sec): 3 clusters
  Score: Raw -1380031.225782 + Penalty 3069.784751 = -1376961.441031
  nChanged 142
		SP:Iteration 20F (14872.080000 sec): 3 clusters
  Score: Raw -1380077.743685 + Penalty 3069.784751 = -1377007.958934
  nChanged 153
		SP:Iteration 21Q (14872.110000 sec): 3 clusters
  Score: Raw -1380133.196255 + Penalty 3069.784751 = -1377063.411504
  nChanged 155
		SP:Iteration 22Q (14872.140000 sec): 3 clusters
  Score: Raw -1380183.947702 + Penalty 3069.784751 = -1377114.162951
  nChanged 150
		SP:Iteration 23Q (14872.170000 sec): 3 clusters
  Score: Raw -1380232.641310 + Penalty 3069.784751 = -1377162.856559
  nChanged 161
		SP:Iteration 24Q (14872.210000 sec): 3 clusters
  Score: Raw -1380283.107785 + Penalty 3069.784751 = -1377213.323034
  nChanged 136
		SP:Iteration 25Q (14872.240000 sec): 3 clusters
  Score: Raw -1380328.709281 + Penalty 3069.784751 = -1377258.924530
  nChanged 142
		SP:Iteration 26Q (14872.270000 sec): 3 clusters
  Score: Raw -1380378.861742 + Penalty 3069.784751 = -1377309.076991
  nChanged 150
		SP:Iteration 27Q (14872.300000 sec): 3 clusters
  Score: Raw -1380432.307272 + Penalty 3069.784751 = -1377362.522521
  nChanged 162
		SP:Iteration 28Q (14872.330000 sec): 3 clusters
  Score: Raw -1380487.136937 + Penalty 3069.784751 = -1377417.352186
  nChanged 153
		SP:Iteration 29Q (14872.360000 sec): 3 clusters
  Score: Raw -1380545.927145 + Penalty 3069.784751 = -1377476.142394
  nChanged 156
		SP:Iteration 30Q (14872.390000 sec): 3 clusters
  Score: Raw -1380601.039325 + Penalty 3069.784751 = -1377531.254574
  nChanged 157
		SP:Iteration 31Q (14872.420000 sec): 3 clusters
  Score: Raw -1380664.863022 + Penalty 3069.784751 = -1377595.078270
  nChanged 178
		SP:Iteration 32Q (14872.450000 sec): 3 clusters
  Score: Raw -1380738.899423 + Penalty 3069.784751 = -1377669.114671
  nChanged 172
		SP:Iteration 33Q (14872.480000 sec): 3 clusters
  Score: Raw -1380813.980620 + Penalty 3069.784751 = -1377744.195869
  nChanged 155
		SP:Iteration 34Q (14872.510000 sec): 3 clusters
  Score: Raw -1380873.219720 + Penalty 3069.784751 = -1377803.434969
  nChanged 148
		SP:Iteration 35Q (14872.540000 sec): 3 clusters
  Score: Raw -1380932.438775 + Penalty 3069.784751 = -1377862.654024
  nChanged 133
		SP:Iteration 36Q (14872.570000 sec): 3 clusters
  Score: Raw -1380989.414283 + Penalty 3069.784751 = -1377919.629532
  nChanged 139
		SP:Iteration 37Q (14872.600000 sec): 3 clusters
  Score: Raw -1381054.254218 + Penalty 3069.784751 = -1377984.469466
  nChanged 144
		SP:Iteration 38Q (14872.630000 sec): 3 clusters
  Score: Raw -1381116.031545 + Penalty 3069.784751 = -1378046.246793
  nChanged 130
		SP:Iteration 39Q (14872.660000 sec): 3 clusters
  Score: Raw -1381175.825688 + Penalty 3069.784751 = -1378106.040937
  nChanged 117
		SP:Iteration 40F (14872.690000 sec): 3 clusters
  Score: Raw -1381237.378173 + Penalty 3069.784751 = -1378167.593421
  nChanged 120
		SP:Iteration 41Q (14872.720000 sec): 3 clusters
  Score: Raw -1381292.361299 + Penalty 3069.784751 = -1378222.576548
  nChanged 91
		SP:Iteration 42Q (14872.750000 sec): 3 clusters
  Score: Raw -1381333.328333 + Penalty 3069.784751 = -1378263.543582
  nChanged 85
		SP:Iteration 43Q (14872.780000 sec): 3 clusters
  Score: Raw -1381371.854178 + Penalty 3069.784751 = -1378302.069427
  nChanged 78
		SP:Iteration 44Q (14872.810000 sec): 3 clusters
  Score: Raw -1381405.252945 + Penalty 3069.784751 = -1378335.468194
  nChanged 64
		SP:Iteration 45Q (14872.830000 sec): 3 clusters
  Score: Raw -1381424.875743 + Penalty 3069.784751 = -1378355.090992
  nChanged 45
		SP:Iteration 46Q (14872.860000 sec): 3 clusters
  Score: Raw -1381437.216222 + Penalty 3069.784751 = -1378367.431471
  nChanged 34
		SP:Iteration 47Q (14872.890000 sec): 3 clusters
  Score: Raw -1381447.270479 + Penalty 3069.784751 = -1378377.485728
  nChanged 37
		SP:Iteration 48Q (14872.910000 sec): 3 clusters
  Score: Raw -1381464.371134 + Penalty 3069.784751 = -1378394.586383
  nChanged 46
		SP:Iteration 49Q (14872.940000 sec): 3 clusters
  Score: Raw -1381487.287285 + Penalty 3069.784751 = -1378417.502533
  nChanged 45
		SP:Iteration 50Q (14872.970000 sec): 3 clusters
  Score: Raw -1381511.721554 + Penalty 3069.784751 = -1378441.936803
  nChanged 46
		SP:Iteration 51Q (14872.990000 sec): 3 clusters
  Score: Raw -1381528.409888 + Penalty 3069.784751 = -1378458.625137
  nChanged 35
		SP:Iteration 52Q (14873.010000 sec): 3 clusters
  Score: Raw -1381539.204033 + Penalty 3069.784751 = -1378469.419281
  nChanged 32
		SP:Iteration 53Q (14873.040000 sec): 3 clusters
  Score: Raw -1381551.436087 + Penalty 3069.784751 = -1378481.651336
  nChanged 36
		SP:Iteration 54Q (14873.070000 sec): 3 clusters
  Score: Raw -1381563.338458 + Penalty 3069.784751 = -1378493.553706
  nChanged 27
		SP:Iteration 55Q (14873.090000 sec): 3 clusters
  Score: Raw -1381572.785845 + Penalty 3069.784751 = -1378503.001094
  nChanged 21
		SP:Iteration 56Q (14873.120000 sec): 3 clusters
  Score: Raw -1381578.474609 + Penalty 3069.784751 = -1378508.689858
  nChanged 16
		SP:Iteration 57Q (14873.150000 sec): 3 clusters
  Score: Raw -1381583.644278 + Penalty 3069.784751 = -1378513.859527
  nChanged 14
		SP:Iteration 58Q (14873.170000 sec): 3 clusters
  Score: Raw -1381587.607136 + Penalty 3069.784751 = -1378517.822385
  nChanged 12
		SP:Iteration 59Q (14873.190000 sec): 3 clusters
  Score: Raw -1381590.435823 + Penalty 3069.784751 = -1378520.651072
  nChanged 13
		SP:Iteration 60F (14873.230000 sec): 3 clusters
  Score: Raw -1381595.957296 + Penalty 3069.784751 = -1378526.172544
  nChanged 16
		SP:Iteration 61Q (14873.250000 sec): 3 clusters
  Score: Raw -1381601.358881 + Penalty 3069.784751 = -1378531.574130
  nChanged 15
		SP:Iteration 62Q (14873.270000 sec): 3 clusters
  Score: Raw -1381606.937295 + Penalty 3069.784751 = -1378537.152544
  nChanged 13
		SP:Iteration 63Q (14873.300000 sec): 3 clusters
  Score: Raw -1381611.082745 + Penalty 3069.784751 = -1378541.297994
  nChanged 7
		SP:Iteration 64Q (14873.330000 sec): 3 clusters
  Score: Raw -1381613.288923 + Penalty 3069.784751 = -1378543.504171
  nChanged 7
		SP:Iteration 65Q (14873.350000 sec): 3 clusters
  Score: Raw -1381615.609744 + Penalty 3069.784751 = -1378545.824993
  nChanged 8
		SP:Iteration 66Q (14873.380000 sec): 3 clusters
  Score: Raw -1381618.430367 + Penalty 3069.784751 = -1378548.645616
  nChanged 5
		SP:Iteration 67Q (14873.400000 sec): 3 clusters
  Score: Raw -1381620.673638 + Penalty 3069.784751 = -1378550.888887
  nChanged 5
		SP:Iteration 68Q (14873.430000 sec): 3 clusters
  Score: Raw -1381622.686903 + Penalty 3069.784751 = -1378552.902152
  nChanged 3
		SP:Iteration 69Q (14873.450000 sec): 3 clusters
  Score: Raw -1381624.074362 + Penalty 3069.784751 = -1378554.289611
  nChanged 6
		SP:Iteration 70Q (14873.480000 sec): 3 clusters
  Score: Raw -1381626.271413 + Penalty 3069.784751 = -1378556.486662
  nChanged 8
		SP:Iteration 71Q (14873.510000 sec): 3 clusters
  Score: Raw -1381629.992820 + Penalty 3069.784751 = -1378560.208069
  nChanged 6
		SP:Iteration 72Q (14873.530000 sec): 3 clusters
  Score: Raw -1381631.926706 + Penalty 3069.784751 = -1378562.141955
  nChanged 9
		SP:Iteration 73Q (14873.550000 sec): 3 clusters
  Score: Raw -1381633.769849 + Penalty 3069.784751 = -1378563.985098
  nChanged 8
		SP:Iteration 74Q (14873.580000 sec): 3 clusters
  Score: Raw -1381635.426306 + Penalty 3069.784751 = -1378565.641555
  nChanged 5
		SP:Iteration 75Q (14873.610000 sec): 3 clusters
  Score: Raw -1381637.077887 + Penalty 3069.784751 = -1378567.293136
  nChanged 4
		SP:Iteration 76Q (14873.630000 sec): 3 clusters
  Score: Raw -1381638.202430 + Penalty 3069.784751 = -1378568.417679
  nChanged 1
		SP:Iteration 77Q (14873.660000 sec): 3 clusters
  Score: Raw -1381638.398325 + Penalty 3069.784751 = -1378568.613573
  nChanged 2
		SP:Iteration 78Q (14873.680000 sec): 3 clusters
  Score: Raw -1381638.997058 + Penalty 3069.784751 = -1378569.212307
  nChanged 1
		SP:Iteration 79Q (14873.710000 sec): 3 clusters
  Score: Raw -1381639.104657 + Penalty 3069.784751 = -1378569.319906
  nChanged 0
		SP:Iteration 80F (14873.740000 sec): 3 clusters
  Score: Raw -1381639.104657 + Penalty 3069.784751 = -1378569.319906
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14873.750000 sec): 2 clusters
  Score: Raw -118707.476940 + Penalty 1147.606140 = -117559.870799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14873.750000 sec): 3 clusters
  Score: Raw -118304.663914 + Penalty 2295.212280 = -116009.451633
  nChanged 367
		SP:Iteration 1F (14873.760000 sec): 3 clusters
  Score: Raw -118613.123798 + Penalty 2295.212280 = -116317.911517
  nChanged 119
		SP:Iteration 2F (14873.760000 sec): 3 clusters
  Score: Raw -118761.662171 + Penalty 2295.212280 = -116466.449890
  nChanged 66
		SP:Iteration 3F (14873.770000 sec): 3 clusters
  Score: Raw -118872.975117 + Penalty 2295.212280 = -116577.762837
  nChanged 58
		SP:Iteration 4Q (14873.770000 sec): 3 clusters
  Score: Raw -118964.124223 + Penalty 2295.212280 = -116668.911943
  nChanged 55
		SP:Iteration 5Q (14873.770000 sec): 3 clusters
  Score: Raw -119060.625027 + Penalty 2295.212280 = -116765.412746
  nChanged 50
		SP:Iteration 6Q (14873.770000 sec): 3 clusters
  Score: Raw -119159.742257 + Penalty 2295.212280 = -116864.529976
  nChanged 45
		SP:Iteration 7Q (14873.770000 sec): 3 clusters
  Score: Raw -119257.297015 + Penalty 2295.212280 = -116962.084734
  nChanged 39
		SP:Iteration 8Q (14873.780000 sec): 3 clusters
  Score: Raw -119353.542335 + Penalty 2295.212280 = -117058.330055
  nChanged 43
		SP:Iteration 9Q (14873.780000 sec): 3 clusters
  Score: Raw -119435.631567 + Penalty 2295.212280 = -117140.419287
  nChanged 28
		SP:Iteration 10Q (14873.780000 sec): 3 clusters
  Score: Raw -119470.959532 + Penalty 2295.212280 = -117175.747251
  nChanged 19
		SP:Iteration 11Q (14873.790000 sec): 3 clusters
  Score: Raw -119499.717574 + Penalty 2295.212280 = -117204.505293
  nChanged 16
		SP:Iteration 12Q (14873.790000 sec): 3 clusters
  Score: Raw -119517.794938 + Penalty 2295.212280 = -117222.582658
  nChanged 9
		SP:Iteration 13Q (14873.790000 sec): 3 clusters
  Score: Raw -119529.194822 + Penalty 2295.212280 = -117233.982541
  nChanged 6
		SP:Iteration 14Q (14873.790000 sec): 3 clusters
  Score: Raw -119536.196391 + Penalty 2295.212280 = -117240.984110
  nChanged 3
		SP:Iteration 15Q (14873.790000 sec): 3 clusters
  Score: Raw -119538.375250 + Penalty 2295.212280 = -117243.162970
  nChanged 3
		SP:Iteration 16Q (14873.800000 sec): 3 clusters
  Score: Raw -119542.664348 + Penalty 2295.212280 = -117247.452068
  nChanged 1
		SP:Iteration 17Q (14873.800000 sec): 3 clusters
  Score: Raw -119542.910657 + Penalty 2295.212280 = -117247.698376
  nChanged 0
		SP:Iteration 18F (14873.800000 sec): 3 clusters
  Score: Raw -119542.910657 + Penalty 2295.212280 = -117247.698376
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14873.810000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14873.810000 sec): 3 clusters
  Score: Raw -69586.286314 + Penalty 2094.342658 = -67491.943655
  nChanged 163
		SP:Iteration 1F (14873.810000 sec): 3 clusters
  Score: Raw -69805.161100 + Penalty 2094.342658 = -67710.818442
  nChanged 46
		SP:Iteration 2F (14873.810000 sec): 3 clusters
  Score: Raw -69867.171718 + Penalty 2094.342658 = -67772.829060
  nChanged 17
		SP:Iteration 3Q (14873.810000 sec): 3 clusters
  Score: Raw -69896.675538 + Penalty 2094.342658 = -67802.332880
  nChanged 12
		SP:Iteration 4Q (14873.820000 sec): 3 clusters
  Score: Raw -69921.145604 + Penalty 2094.342658 = -67826.802946
  nChanged 12
		SP:Iteration 5Q (14873.820000 sec): 3 clusters
  Score: Raw -69935.004540 + Penalty 2094.342658 = -67840.661881
  nChanged 7
		SP:Iteration 6Q (14873.820000 sec): 3 clusters
  Score: Raw -69943.033141 + Penalty 2094.342658 = -67848.690482
  nChanged 7
		SP:Iteration 7Q (14873.820000 sec): 3 clusters
  Score: Raw -69955.200343 + Penalty 2094.342658 = -67860.857685
  nChanged 7
		SP:Iteration 8Q (14873.820000 sec): 3 clusters
  Score: Raw -69966.191343 + Penalty 2094.342658 = -67871.848685
  nChanged 7
		SP:Iteration 9Q (14873.830000 sec): 3 clusters
  Score: Raw -69978.595531 + Penalty 2094.342658 = -67884.252872
  nChanged 8
		SP:Iteration 10Q (14873.830000 sec): 3 clusters
  Score: Raw -69995.013547 + Penalty 2094.342658 = -67900.670888
  nChanged 7
		SP:Iteration 11Q (14873.830000 sec): 3 clusters
  Score: Raw -70009.984890 + Penalty 2094.342658 = -67915.642232
  nChanged 2
		SP:Iteration 12Q (14873.830000 sec): 3 clusters
  Score: Raw -70012.010278 + Penalty 2094.342658 = -67917.667619
  nChanged 2
		SP:Iteration 13Q (14873.830000 sec): 3 clusters
  Score: Raw -70013.707772 + Penalty 2094.342658 = -67919.365113
  nChanged 4
		SP:Iteration 14Q (14873.830000 sec): 3 clusters
  Score: Raw -70020.727282 + Penalty 2094.342658 = -67926.384623
  nChanged 5
		SP:Iteration 15Q (14873.830000 sec): 3 clusters
  Score: Raw -70025.264765 + Penalty 2094.342658 = -67930.922107
  nChanged 0
		SP:Iteration 16F (14873.830000 sec): 3 clusters
  Score: Raw -70025.264765 + Penalty 2094.342658 = -67930.922107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14875.330000 sec): 2 clusters
  Score: Raw -58058886.543671 + Penalty 2131.317808 = -58056755.225862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14876.670000 sec): 3 clusters
  Score: Raw -57724517.820323 + Penalty 4262.635617 = -57720255.184706
  nChanged 243464
		SP:Iteration 1F (14878.000000 sec): 3 clusters
  Score: Raw -57874242.626015 + Penalty 4262.635617 = -57869979.990398
  nChanged 17491
		SP:Iteration 2Q (14879.370000 sec): 3 clusters
  Score: Raw -57880156.628049 + Penalty 4262.635617 = -57875893.992432
  nChanged 22138
		SP:Iteration 3Q (14880.730000 sec): 3 clusters
  Score: Raw -57890190.004540 + Penalty 4262.635617 = -57885927.368923
  nChanged 28113
		SP:Iteration 4F (14882.060000 sec): 3 clusters
  Score: Raw -57906917.475818 + Penalty 4262.635617 = -57902654.840201
  nChanged 33672
		SP:Iteration 5F (14883.390000 sec): 3 clusters
  Score: Raw -57931185.357030 + Penalty 4262.635617 = -57926922.721413
  nChanged 35365
		SP:Iteration 6F (14884.710000 sec): 3 clusters
  Score: Raw -57959958.865890 + Penalty 4262.635617 = -57955696.230274
  nChanged 31937
		SP:Iteration 7F (14886.030000 sec): 3 clusters
  Score: Raw -57986432.465596 + Penalty 4262.635617 = -57982169.829979
  nChanged 24777
		SP:Iteration 8Q (14887.300000 sec): 3 clusters
  Score: Raw -58005724.882774 + Penalty 4262.635617 = -58001462.247157
  nChanged 18238
		SP:Iteration 9Q (14888.520000 sec): 3 clusters
  Score: Raw -58018632.230229 + Penalty 4262.635617 = -58014369.594612
  nChanged 14177
		SP:Iteration 10Q (14889.670000 sec): 3 clusters
  Score: Raw -58028324.262517 + Penalty 4262.635617 = -58024061.626900
  nChanged 11753
		SP:Iteration 11Q (14890.790000 sec): 3 clusters
  Score: Raw -58036420.923892 + Penalty 4262.635617 = -58032158.288275
  nChanged 9563
		SP:Iteration 12Q (14891.850000 sec): 3 clusters
  Score: Raw -58043127.004475 + Penalty 4262.635617 = -58038864.368858
  nChanged 7458
		SP:Iteration 13Q (14892.890000 sec): 3 clusters
  Score: Raw -58048474.265352 + Penalty 4262.635617 = -58044211.629735
  nChanged 5580
		SP:Iteration 14Q (14893.890000 sec): 3 clusters
  Score: Raw -58052563.229486 + Penalty 4262.635617 = -58048300.593869
  nChanged 3816
		SP:Iteration 15Q (14894.870000 sec): 3 clusters
  Score: Raw -58055348.331386 + Penalty 4262.635617 = -58051085.695769
  nChanged 2607
		SP:Iteration 16Q (14895.830000 sec): 3 clusters
  Score: Raw -58057169.634324 + Penalty 4262.635617 = -58052906.998708
  nChanged 1788
		SP:Iteration 17Q (14896.790000 sec): 3 clusters
  Score: Raw -58058262.868202 + Penalty 4262.635617 = -58054000.232585
  nChanged 1285
		SP:Iteration 18Q (14897.720000 sec): 3 clusters
  Score: Raw -58058907.366853 + Penalty 4262.635617 = -58054644.731236
  nChanged 916
		SP:Iteration 19Q (14898.670000 sec): 3 clusters
  Score: Raw -58059279.770408 + Penalty 4262.635617 = -58055017.134791
  nChanged 666
		SP:Iteration 20F (14899.970000 sec): 3 clusters
  Score: Raw -58059522.872750 + Penalty 4262.635617 = -58055260.237133
  nChanged 542
		SP:Iteration 21Q (14900.900000 sec): 3 clusters
  Score: Raw -58059700.495748 + Penalty 4262.635617 = -58055437.860131
  nChanged 406
		SP:Iteration 22Q (14901.820000 sec): 3 clusters
  Score: Raw -58059819.679111 + Penalty 4262.635617 = -58055557.043494
  nChanged 316
		SP:Iteration 23Q (14902.760000 sec): 3 clusters
  Score: Raw -58059899.491520 + Penalty 4262.635617 = -58055636.855903
  nChanged 257
		SP:Iteration 24Q (14903.690000 sec): 3 clusters
  Score: Raw -58059961.085036 + Penalty 4262.635617 = -58055698.449419
  nChanged 216
		SP:Iteration 25Q (14904.620000 sec): 3 clusters
  Score: Raw -58060002.103957 + Penalty 4262.635617 = -58055739.468340
  nChanged 162
		SP:Iteration 26Q (14905.540000 sec): 3 clusters
  Score: Raw -58060032.672773 + Penalty 4262.635617 = -58055770.037156
  nChanged 126
		SP:Iteration 27Q (14906.480000 sec): 3 clusters
  Score: Raw -58060056.048040 + Penalty 4262.635617 = -58055793.412423
  nChanged 119
		SP:Iteration 28Q (14907.440000 sec): 3 clusters
  Score: Raw -58060076.641593 + Penalty 4262.635617 = -58055814.005976
  nChanged 89
		SP:Iteration 29Q (14908.390000 sec): 3 clusters
  Score: Raw -58060089.913494 + Penalty 4262.635617 = -58055827.277877
  nChanged 68
		SP:Iteration 30Q (14909.320000 sec): 3 clusters
  Score: Raw -58060101.384179 + Penalty 4262.635617 = -58055838.748562
  nChanged 71
		SP:Iteration 31Q (14910.250000 sec): 3 clusters
  Score: Raw -58060112.278433 + Penalty 4262.635617 = -58055849.642816
  nChanged 49
		SP:Iteration 32Q (14911.180000 sec): 3 clusters
  Score: Raw -58060119.543157 + Penalty 4262.635617 = -58055856.907540
  nChanged 46
		SP:Iteration 33Q (14912.100000 sec): 3 clusters
  Score: Raw -58060125.522412 + Penalty 4262.635617 = -58055862.886795
  nChanged 43
		SP:Iteration 34Q (14913.030000 sec): 3 clusters
  Score: Raw -58060130.528251 + Penalty 4262.635617 = -58055867.892635
  nChanged 34
		SP:Iteration 35Q (14913.960000 sec): 3 clusters
  Score: Raw -58060134.281161 + Penalty 4262.635617 = -58055871.645544
  nChanged 30
		SP:Iteration 36Q (14914.890000 sec): 3 clusters
  Score: Raw -58060137.381397 + Penalty 4262.635617 = -58055874.745780
  nChanged 22
		SP:Iteration 37Q (14915.820000 sec): 3 clusters
  Score: Raw -58060140.094480 + Penalty 4262.635617 = -58055877.458863
  nChanged 23
		SP:Iteration 38Q (14916.750000 sec): 3 clusters
  Score: Raw -58060142.198811 + Penalty 4262.635617 = -58055879.563195
  nChanged 22
		SP:Iteration 39Q (14917.680000 sec): 3 clusters
  Score: Raw -58060144.843308 + Penalty 4262.635617 = -58055882.207691
  nChanged 20
		SP:Iteration 40F (14918.970000 sec): 3 clusters
  Score: Raw -58060146.774233 + Penalty 4262.635617 = -58055884.138616
  nChanged 20
		SP:Iteration 41Q (14919.900000 sec): 3 clusters
  Score: Raw -58060148.805264 + Penalty 4262.635617 = -58055886.169647
  nChanged 17
		SP:Iteration 42Q (14920.830000 sec): 3 clusters
  Score: Raw -58060150.219324 + Penalty 4262.635617 = -58055887.583707
  nChanged 14
		SP:Iteration 43Q (14921.760000 sec): 3 clusters
  Score: Raw -58060151.473035 + Penalty 4262.635617 = -58055888.837419
  nChanged 18
		SP:Iteration 44Q (14922.700000 sec): 3 clusters
  Score: Raw -58060153.275034 + Penalty 4262.635617 = -58055890.639418
  nChanged 8
		SP:Iteration 45Q (14923.620000 sec): 3 clusters
  Score: Raw -58060154.167814 + Penalty 4262.635617 = -58055891.532197
  nChanged 7
		SP:Iteration 46Q (14924.550000 sec): 3 clusters
  Score: Raw -58060154.889317 + Penalty 4262.635617 = -58055892.253700
  nChanged 7
		SP:Iteration 47Q (14925.480000 sec): 3 clusters
  Score: Raw -58060155.504002 + Penalty 4262.635617 = -58055892.868385
  nChanged 10
		SP:Iteration 48Q (14926.410000 sec): 3 clusters
  Score: Raw -58060156.025322 + Penalty 4262.635617 = -58055893.389705
  nChanged 5
		SP:Iteration 49Q (14927.340000 sec): 3 clusters
  Score: Raw -58060156.293603 + Penalty 4262.635617 = -58055893.657986
  nChanged 1
		SP:Iteration 50Q (14928.260000 sec): 3 clusters
  Score: Raw -58060156.347073 + Penalty 4262.635617 = -58055893.711456
  nChanged 0
		SP:Iteration 51F (14929.560000 sec): 3 clusters
  Score: Raw -58060156.347073 + Penalty 4262.635617 = -58055893.711456
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14929.810000 sec): 2 clusters
  Score: Raw -826681.471871 + Penalty 1444.378138 = -825237.093733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14929.830000 sec): 3 clusters
  Score: Raw -822777.997921 + Penalty 2888.756276 = -819889.241645
  nChanged 2936
		SP:Iteration 1F (14929.850000 sec): 3 clusters
  Score: Raw -824304.460821 + Penalty 2888.756276 = -821415.704545
  nChanged 485
		SP:Iteration 2F (14929.870000 sec): 3 clusters
  Score: Raw -824502.266447 + Penalty 2888.756276 = -821613.510172
  nChanged 366
		SP:Iteration 3F (14929.880000 sec): 3 clusters
  Score: Raw -824677.266433 + Penalty 2888.756276 = -821788.510158
  nChanged 393
		SP:Iteration 4F (14929.900000 sec): 3 clusters
  Score: Raw -824939.640084 + Penalty 2888.756276 = -822050.883809
  nChanged 479
		SP:Iteration 5F (14929.920000 sec): 3 clusters
  Score: Raw -825329.176422 + Penalty 2888.756276 = -822440.420147
  nChanged 517
		SP:Iteration 6F (14929.940000 sec): 3 clusters
  Score: Raw -825704.238607 + Penalty 2888.756276 = -822815.482332
  nChanged 456
		SP:Iteration 7F (14929.960000 sec): 3 clusters
  Score: Raw -826024.219689 + Penalty 2888.756276 = -823135.463413
  nChanged 373
		SP:Iteration 8F (14929.980000 sec): 3 clusters
  Score: Raw -826257.949628 + Penalty 2888.756276 = -823369.193353
  nChanged 282
		SP:Iteration 9Q (14929.990000 sec): 3 clusters
  Score: Raw -826430.545171 + Penalty 2888.756276 = -823541.788895
  nChanged 240
		SP:Iteration 10Q (14930.010000 sec): 3 clusters
  Score: Raw -826554.931105 + Penalty 2888.756276 = -823666.174829
  nChanged 170
		SP:Iteration 11Q (14930.030000 sec): 3 clusters
  Score: Raw -826630.207439 + Penalty 2888.756276 = -823741.451164
  nChanged 130
		SP:Iteration 12Q (14930.050000 sec): 3 clusters
  Score: Raw -826674.917539 + Penalty 2888.756276 = -823786.161263
  nChanged 88
		SP:Iteration 13Q (14930.060000 sec): 3 clusters
  Score: Raw -826702.738155 + Penalty 2888.756276 = -823813.981880
  nChanged 70
		SP:Iteration 14Q (14930.080000 sec): 3 clusters
  Score: Raw -826720.669184 + Penalty 2888.756276 = -823831.912908
  nChanged 59
		SP:Iteration 15Q (14930.100000 sec): 3 clusters
  Score: Raw -826735.234417 + Penalty 2888.756276 = -823846.478141
  nChanged 46
		SP:Iteration 16Q (14930.120000 sec): 3 clusters
  Score: Raw -826742.969613 + Penalty 2888.756276 = -823854.213337
  nChanged 29
		SP:Iteration 17Q (14930.140000 sec): 3 clusters
  Score: Raw -826746.840582 + Penalty 2888.756276 = -823858.084306
  nChanged 21
		SP:Iteration 18Q (14930.160000 sec): 3 clusters
  Score: Raw -826750.023787 + Penalty 2888.756276 = -823861.267512
  nChanged 17
		SP:Iteration 19Q (14930.170000 sec): 3 clusters
  Score: Raw -826753.146107 + Penalty 2888.756276 = -823864.389832
  nChanged 17
		SP:Iteration 20F (14930.190000 sec): 3 clusters
  Score: Raw -826756.700605 + Penalty 2888.756276 = -823867.944330
  nChanged 18
		SP:Iteration 21Q (14930.210000 sec): 3 clusters
  Score: Raw -826760.256887 + Penalty 2888.756276 = -823871.500611
  nChanged 13
		SP:Iteration 22Q (14930.230000 sec): 3 clusters
  Score: Raw -826761.987287 + Penalty 2888.756276 = -823873.231011
  nChanged 6
		SP:Iteration 23Q (14930.250000 sec): 3 clusters
  Score: Raw -826762.651148 + Penalty 2888.756276 = -823873.894873
  nChanged 6
		SP:Iteration 24Q (14930.270000 sec): 3 clusters
  Score: Raw -826763.600865 + Penalty 2888.756276 = -823874.844589
  nChanged 8
		SP:Iteration 25Q (14930.280000 sec): 3 clusters
  Score: Raw -826764.848687 + Penalty 2888.756276 = -823876.092412
  nChanged 4
		SP:Iteration 26Q (14930.300000 sec): 3 clusters
  Score: Raw -826765.305723 + Penalty 2888.756276 = -823876.549447
  nChanged 1
		SP:Iteration 27Q (14930.320000 sec): 3 clusters
  Score: Raw -826765.466689 + Penalty 2888.756276 = -823876.710413
  nChanged 0
		SP:Iteration 28F (14930.330000 sec): 3 clusters
  Score: Raw -826765.466689 + Penalty 2888.756276 = -823876.710413
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14930.370000 sec): 2 clusters
  Score: Raw -1060546.679698 + Penalty 1480.531313 = -1059066.148384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14930.390000 sec): 3 clusters
  Score: Raw -1055460.811541 + Penalty 2961.062627 = -1052499.748915
  nChanged 3844
		SP:Iteration 1F (14930.410000 sec): 3 clusters
  Score: Raw -1057583.456682 + Penalty 2961.062627 = -1054622.394056
  nChanged 588
		SP:Iteration 2F (14930.430000 sec): 3 clusters
  Score: Raw -1057863.215048 + Penalty 2961.062627 = -1054902.152422
  nChanged 513
		SP:Iteration 3F (14930.460000 sec): 3 clusters
  Score: Raw -1058154.163249 + Penalty 2961.062627 = -1055193.100622
  nChanged 547
		SP:Iteration 4F (14930.480000 sec): 3 clusters
  Score: Raw -1058522.192030 + Penalty 2961.062627 = -1055561.129404
  nChanged 607
		SP:Iteration 5F (14930.500000 sec): 3 clusters
  Score: Raw -1059009.667928 + Penalty 2961.062627 = -1056048.605301
  nChanged 625
		SP:Iteration 6F (14930.530000 sec): 3 clusters
  Score: Raw -1059544.882724 + Penalty 2961.062627 = -1056583.820097
  nChanged 553
		SP:Iteration 7F (14930.550000 sec): 3 clusters
  Score: Raw -1060032.585503 + Penalty 2961.062627 = -1057071.522877
  nChanged 426
		SP:Iteration 8Q (14930.570000 sec): 3 clusters
  Score: Raw -1060377.955658 + Penalty 2961.062627 = -1057416.893031
  nChanged 283
		SP:Iteration 9Q (14930.590000 sec): 3 clusters
  Score: Raw -1060568.121493 + Penalty 2961.062627 = -1057607.058866
  nChanged 173
		SP:Iteration 10Q (14930.610000 sec): 3 clusters
  Score: Raw -1060671.541556 + Penalty 2961.062627 = -1057710.478929
  nChanged 111
		SP:Iteration 11Q (14930.640000 sec): 3 clusters
  Score: Raw -1060731.080292 + Penalty 2961.062627 = -1057770.017666
  nChanged 81
		SP:Iteration 12Q (14930.660000 sec): 3 clusters
  Score: Raw -1060765.414220 + Penalty 2961.062627 = -1057804.351593
  nChanged 45
		SP:Iteration 13Q (14930.680000 sec): 3 clusters
  Score: Raw -1060784.512374 + Penalty 2961.062627 = -1057823.449747
  nChanged 27
		SP:Iteration 14Q (14930.700000 sec): 3 clusters
  Score: Raw -1060798.822385 + Penalty 2961.062627 = -1057837.759758
  nChanged 19
		SP:Iteration 15Q (14930.730000 sec): 3 clusters
  Score: Raw -1060806.502498 + Penalty 2961.062627 = -1057845.439871
  nChanged 16
		SP:Iteration 16Q (14930.750000 sec): 3 clusters
  Score: Raw -1060811.441892 + Penalty 2961.062627 = -1057850.379266
  nChanged 12
		SP:Iteration 17Q (14930.770000 sec): 3 clusters
  Score: Raw -1060815.863043 + Penalty 2961.062627 = -1057854.800416
  nChanged 10
		SP:Iteration 18Q (14930.790000 sec): 3 clusters
  Score: Raw -1060818.903561 + Penalty 2961.062627 = -1057857.840934
  nChanged 6
		SP:Iteration 19Q (14930.810000 sec): 3 clusters
  Score: Raw -1060821.006113 + Penalty 2961.062627 = -1057859.943487
  nChanged 6
		SP:Iteration 20F (14930.830000 sec): 3 clusters
  Score: Raw -1060822.931924 + Penalty 2961.062627 = -1057861.869298
  nChanged 7
		SP:Iteration 21Q (14930.860000 sec): 3 clusters
  Score: Raw -1060825.416887 + Penalty 2961.062627 = -1057864.354261
  nChanged 5
		SP:Iteration 22Q (14930.880000 sec): 3 clusters
  Score: Raw -1060826.995071 + Penalty 2961.062627 = -1057865.932444
  nChanged 7
		SP:Iteration 23Q (14930.900000 sec): 3 clusters
  Score: Raw -1060829.238438 + Penalty 2961.062627 = -1057868.175811
  nChanged 6
		SP:Iteration 24Q (14930.920000 sec): 3 clusters
  Score: Raw -1060831.811099 + Penalty 2961.062627 = -1057870.748472
  nChanged 5
		SP:Iteration 25Q (14930.950000 sec): 3 clusters
  Score: Raw -1060833.716299 + Penalty 2961.062627 = -1057872.653673
  nChanged 6
		SP:Iteration 26Q (14930.970000 sec): 3 clusters
  Score: Raw -1060835.680317 + Penalty 2961.062627 = -1057874.617690
  nChanged 5
		SP:Iteration 27Q (14930.990000 sec): 3 clusters
  Score: Raw -1060837.585883 + Penalty 2961.062627 = -1057876.523256
  nChanged 8
		SP:Iteration 28Q (14931.010000 sec): 3 clusters
  Score: Raw -1060840.422044 + Penalty 2961.062627 = -1057879.359418
  nChanged 6
		SP:Iteration 29Q (14931.030000 sec): 3 clusters
  Score: Raw -1060843.069553 + Penalty 2961.062627 = -1057882.006927
  nChanged 3
		SP:Iteration 30Q (14931.050000 sec): 3 clusters
  Score: Raw -1060843.679165 + Penalty 2961.062627 = -1057882.616539
  nChanged 1
		SP:Iteration 31Q (14931.070000 sec): 3 clusters
  Score: Raw -1060843.941390 + Penalty 2961.062627 = -1057882.878764
  nChanged 0
		SP:Iteration 32F (14931.100000 sec): 3 clusters
  Score: Raw -1060843.941390 + Penalty 2961.062627 = -1057882.878764
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14931.100000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14931.100000 sec): 3 clusters
  Score: Raw -14330.737006 + Penalty 1574.360803 = -12756.376203
  nChanged 5
		SP:Iteration 1Q (14931.110000 sec): 3 clusters
  Score: Raw -14372.718639 + Penalty 1574.360803 = -12798.357836
  nChanged 1
		SP:Iteration 2Q (14931.110000 sec): 3 clusters
  Score: Raw -14376.296114 + Penalty 1574.360803 = -12801.935311
  nChanged 0
		SP:Iteration 3F (14931.110000 sec): 3 clusters
  Score: Raw -14376.296114 + Penalty 1574.360803 = -12801.935311
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14931.110000 sec): 2 clusters
  Score: Raw -83479.135757 + Penalty 1072.257717 = -82406.878040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14931.110000 sec): 3 clusters
  Score: Raw -83272.305422 + Penalty 2144.515434 = -81127.789988
  nChanged 200
		SP:Iteration 1F (14931.110000 sec): 3 clusters
  Score: Raw -83489.006760 + Penalty 2144.515434 = -81344.491326
  nChanged 53
		SP:Iteration 2F (14931.110000 sec): 3 clusters
  Score: Raw -83539.484328 + Penalty 2144.515434 = -81394.968893
  nChanged 18
		SP:Iteration 3Q (14931.120000 sec): 3 clusters
  Score: Raw -83557.990044 + Penalty 2144.515434 = -81413.474609
  nChanged 12
		SP:Iteration 4Q (14931.120000 sec): 3 clusters
  Score: Raw -83571.549541 + Penalty 2144.515434 = -81427.034107
  nChanged 8
		SP:Iteration 5Q (14931.120000 sec): 3 clusters
  Score: Raw -83576.309082 + Penalty 2144.515434 = -81431.793648
  nChanged 5
		SP:Iteration 6Q (14931.120000 sec): 3 clusters
  Score: Raw -83580.389226 + Penalty 2144.515434 = -81435.873792
  nChanged 2
		SP:Iteration 7Q (14931.130000 sec): 3 clusters
  Score: Raw -83582.834777 + Penalty 2144.515434 = -81438.319343
  nChanged 4
		SP:Iteration 8Q (14931.130000 sec): 3 clusters
  Score: Raw -83584.828243 + Penalty 2144.515434 = -81440.312809
  nChanged 1
		SP:Iteration 9Q (14931.130000 sec): 3 clusters
  Score: Raw -83585.446541 + Penalty 2144.515434 = -81440.931107
  nChanged 1
		SP:Iteration 10Q (14931.130000 sec): 3 clusters
  Score: Raw -83586.591450 + Penalty 2144.515434 = -81442.076016
  nChanged 1
		SP:Iteration 11Q (14931.130000 sec): 3 clusters
  Score: Raw -83588.194529 + Penalty 2144.515434 = -81443.679094
  nChanged 3
		SP:Iteration 12Q (14931.130000 sec): 3 clusters
  Score: Raw -83590.546106 + Penalty 2144.515434 = -81446.030672
  nChanged 2
		SP:Iteration 13Q (14931.130000 sec): 3 clusters
  Score: Raw -83592.382747 + Penalty 2144.515434 = -81447.867313
  nChanged 0
		SP:Iteration 14F (14931.140000 sec): 3 clusters
  Score: Raw -83592.382747 + Penalty 2144.515434 = -81447.867313
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14931.150000 sec): 2 clusters
  Score: Raw -417337.818246 + Penalty 1345.533188 = -415992.285058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14931.160000 sec): 3 clusters
  Score: Raw -415393.806198 + Penalty 2691.066376 = -412702.739822
  nChanged 1564
		SP:Iteration 1F (14931.170000 sec): 3 clusters
  Score: Raw -416423.762118 + Penalty 2691.066376 = -413732.695742
  nChanged 342
		SP:Iteration 2F (14931.180000 sec): 3 clusters
  Score: Raw -416708.566138 + Penalty 2691.066376 = -414017.499763
  nChanged 254
		SP:Iteration 3F (14931.190000 sec): 3 clusters
  Score: Raw -416888.887605 + Penalty 2691.066376 = -414197.821229
  nChanged 196
		SP:Iteration 4Q (14931.200000 sec): 3 clusters
  Score: Raw -417033.895814 + Penalty 2691.066376 = -414342.829439
  nChanged 178
		SP:Iteration 5Q (14931.210000 sec): 3 clusters
  Score: Raw -417145.922424 + Penalty 2691.066376 = -414454.856048
  nChanged 137
		SP:Iteration 6Q (14931.220000 sec): 3 clusters
  Score: Raw -417214.529908 + Penalty 2691.066376 = -414523.463532
  nChanged 106
		SP:Iteration 7Q (14931.230000 sec): 3 clusters
  Score: Raw -417267.208285 + Penalty 2691.066376 = -414576.141909
  nChanged 94
		SP:Iteration 8Q (14931.240000 sec): 3 clusters
  Score: Raw -417307.243800 + Penalty 2691.066376 = -414616.177424
  nChanged 71
		SP:Iteration 9Q (14931.250000 sec): 3 clusters
  Score: Raw -417342.656926 + Penalty 2691.066376 = -414651.590550
  nChanged 65
		SP:Iteration 10Q (14931.260000 sec): 3 clusters
  Score: Raw -417372.300647 + Penalty 2691.066376 = -414681.234271
  nChanged 58
		SP:Iteration 11Q (14931.270000 sec): 3 clusters
  Score: Raw -417399.334177 + Penalty 2691.066376 = -414708.267802
  nChanged 52
		SP:Iteration 12Q (14931.280000 sec): 3 clusters
  Score: Raw -417422.836386 + Penalty 2691.066376 = -414731.770011
  nChanged 45
		SP:Iteration 13Q (14931.290000 sec): 3 clusters
  Score: Raw -417441.063100 + Penalty 2691.066376 = -414749.996725
  nChanged 29
		SP:Iteration 14Q (14931.300000 sec): 3 clusters
  Score: Raw -417452.572290 + Penalty 2691.066376 = -414761.505914
  nChanged 31
		SP:Iteration 15Q (14931.310000 sec): 3 clusters
  Score: Raw -417464.696806 + Penalty 2691.066376 = -414773.630430
  nChanged 37
		SP:Iteration 16Q (14931.320000 sec): 3 clusters
  Score: Raw -417478.264278 + Penalty 2691.066376 = -414787.197902
  nChanged 36
		SP:Iteration 17Q (14931.330000 sec): 3 clusters
  Score: Raw -417497.713127 + Penalty 2691.066376 = -414806.646751
  nChanged 44
		SP:Iteration 18Q (14931.330000 sec): 3 clusters
  Score: Raw -417515.106947 + Penalty 2691.066376 = -414824.040572
  nChanged 48
		SP:Iteration 19Q (14931.350000 sec): 3 clusters
  Score: Raw -417531.897387 + Penalty 2691.066376 = -414840.831011
  nChanged 45
		SP:Iteration 20F (14931.350000 sec): 3 clusters
  Score: Raw -417547.324100 + Penalty 2691.066376 = -414856.257724
  nChanged 36
		SP:Iteration 21Q (14931.370000 sec): 3 clusters
  Score: Raw -417561.243633 + Penalty 2691.066376 = -414870.177257
  nChanged 38
		SP:Iteration 22Q (14931.370000 sec): 3 clusters
  Score: Raw -417576.391110 + Penalty 2691.066376 = -414885.324734
  nChanged 39
		SP:Iteration 23Q (14931.380000 sec): 3 clusters
  Score: Raw -417597.050939 + Penalty 2691.066376 = -414905.984563
  nChanged 40
		SP:Iteration 24Q (14931.390000 sec): 3 clusters
  Score: Raw -417615.531465 + Penalty 2691.066376 = -414924.465089
  nChanged 28
		SP:Iteration 25Q (14931.400000 sec): 3 clusters
  Score: Raw -417629.955881 + Penalty 2691.066376 = -414938.889506
  nChanged 25
		SP:Iteration 26Q (14931.410000 sec): 3 clusters
  Score: Raw -417641.895861 + Penalty 2691.066376 = -414950.829485
  nChanged 20
		SP:Iteration 27Q (14931.420000 sec): 3 clusters
  Score: Raw -417648.081184 + Penalty 2691.066376 = -414957.014808
  nChanged 13
		SP:Iteration 28Q (14931.430000 sec): 3 clusters
  Score: Raw -417651.830398 + Penalty 2691.066376 = -414960.764023
  nChanged 13
		SP:Iteration 29Q (14931.440000 sec): 3 clusters
  Score: Raw -417655.164751 + Penalty 2691.066376 = -414964.098376
  nChanged 13
		SP:Iteration 30Q (14931.450000 sec): 3 clusters
  Score: Raw -417657.792283 + Penalty 2691.066376 = -414966.725907
  nChanged 9
		SP:Iteration 31Q (14931.460000 sec): 3 clusters
  Score: Raw -417659.298656 + Penalty 2691.066376 = -414968.232280
  nChanged 4
		SP:Iteration 32Q (14931.470000 sec): 3 clusters
  Score: Raw -417660.444871 + Penalty 2691.066376 = -414969.378495
  nChanged 7
		SP:Iteration 33Q (14931.480000 sec): 3 clusters
  Score: Raw -417662.184402 + Penalty 2691.066376 = -414971.118026
  nChanged 7
		SP:Iteration 34Q (14931.490000 sec): 3 clusters
  Score: Raw -417664.668645 + Penalty 2691.066376 = -414973.602269
  nChanged 6
		SP:Iteration 35Q (14931.490000 sec): 3 clusters
  Score: Raw -417666.570398 + Penalty 2691.066376 = -414975.504023
  nChanged 10
		SP:Iteration 36Q (14931.510000 sec): 3 clusters
  Score: Raw -417670.329497 + Penalty 2691.066376 = -414979.263121
  nChanged 10
		SP:Iteration 37Q (14931.510000 sec): 3 clusters
  Score: Raw -417672.460385 + Penalty 2691.066376 = -414981.394009
  nChanged 9
		SP:Iteration 38Q (14931.520000 sec): 3 clusters
  Score: Raw -417675.774947 + Penalty 2691.066376 = -414984.708571
  nChanged 10
		SP:Iteration 39Q (14931.530000 sec): 3 clusters
  Score: Raw -417680.150959 + Penalty 2691.066376 = -414989.084583
  nChanged 14
		SP:Iteration 40F (14931.540000 sec): 3 clusters
  Score: Raw -417688.593159 + Penalty 2691.066376 = -414997.526783
  nChanged 19
		SP:Iteration 41Q (14931.550000 sec): 3 clusters
  Score: Raw -417696.636945 + Penalty 2691.066376 = -415005.570569
  nChanged 12
		SP:Iteration 42Q (14931.560000 sec): 3 clusters
  Score: Raw -417702.409348 + Penalty 2691.066376 = -415011.342972
  nChanged 17
		SP:Iteration 43Q (14931.570000 sec): 3 clusters
  Score: Raw -417709.959097 + Penalty 2691.066376 = -415018.892721
  nChanged 20
		SP:Iteration 44Q (14931.580000 sec): 3 clusters
  Score: Raw -417720.078557 + Penalty 2691.066376 = -415029.012181
  nChanged 20
		SP:Iteration 45Q (14931.590000 sec): 3 clusters
  Score: Raw -417729.132148 + Penalty 2691.066376 = -415038.065772
  nChanged 18
		SP:Iteration 46Q (14931.600000 sec): 3 clusters
  Score: Raw -417736.400891 + Penalty 2691.066376 = -415045.334515
  nChanged 19
		SP:Iteration 47Q (14931.610000 sec): 3 clusters
  Score: Raw -417744.778971 + Penalty 2691.066376 = -415053.712596
  nChanged 12
		SP:Iteration 48Q (14931.620000 sec): 3 clusters
  Score: Raw -417750.639192 + Penalty 2691.066376 = -415059.572816
  nChanged 18
		SP:Iteration 49Q (14931.630000 sec): 3 clusters
  Score: Raw -417760.853093 + Penalty 2691.066376 = -415069.786717
  nChanged 29
		SP:Iteration 50Q (14931.640000 sec): 3 clusters
  Score: Raw -417776.530966 + Penalty 2691.066376 = -415085.464590
  nChanged 23
		SP:Iteration 51Q (14931.650000 sec): 3 clusters
  Score: Raw -417787.858819 + Penalty 2691.066376 = -415096.792444
  nChanged 25
		SP:Iteration 52Q (14931.650000 sec): 3 clusters
  Score: Raw -417798.116566 + Penalty 2691.066376 = -415107.050190
  nChanged 27
		SP:Iteration 53Q (14931.660000 sec): 3 clusters
  Score: Raw -417812.094453 + Penalty 2691.066376 = -415121.028077
  nChanged 27
		SP:Iteration 54Q (14931.670000 sec): 3 clusters
  Score: Raw -417824.885522 + Penalty 2691.066376 = -415133.819146
  nChanged 18
		SP:Iteration 55Q (14931.680000 sec): 3 clusters
  Score: Raw -417834.178459 + Penalty 2691.066376 = -415143.112083
  nChanged 17
		SP:Iteration 56Q (14931.690000 sec): 3 clusters
  Score: Raw -417847.743485 + Penalty 2691.066376 = -415156.677109
  nChanged 25
		SP:Iteration 57Q (14931.700000 sec): 3 clusters
  Score: Raw -417868.607637 + Penalty 2691.066376 = -415177.541261
  nChanged 23
		SP:Iteration 58Q (14931.710000 sec): 3 clusters
  Score: Raw -417886.245586 + Penalty 2691.066376 = -415195.179211
  nChanged 25
		SP:Iteration 59Q (14931.720000 sec): 3 clusters
  Score: Raw -417899.180631 + Penalty 2691.066376 = -415208.114255
  nChanged 25
		SP:Iteration 60F (14931.730000 sec): 3 clusters
  Score: Raw -417910.588681 + Penalty 2691.066376 = -415219.522306
  nChanged 21
		SP:Iteration 61Q (14931.740000 sec): 3 clusters
  Score: Raw -417921.403723 + Penalty 2691.066376 = -415230.337347
  nChanged 21
		SP:Iteration 62Q (14931.750000 sec): 3 clusters
  Score: Raw -417932.105611 + Penalty 2691.066376 = -415241.039235
  nChanged 18
		SP:Iteration 63Q (14931.750000 sec): 3 clusters
  Score: Raw -417939.958515 + Penalty 2691.066376 = -415248.892139
  nChanged 11
		SP:Iteration 64Q (14931.760000 sec): 3 clusters
  Score: Raw -417944.593556 + Penalty 2691.066376 = -415253.527180
  nChanged 13
		SP:Iteration 65Q (14931.770000 sec): 3 clusters
  Score: Raw -417954.044232 + Penalty 2691.066376 = -415262.977857
  nChanged 16
		SP:Iteration 66Q (14931.780000 sec): 3 clusters
  Score: Raw -417966.405023 + Penalty 2691.066376 = -415275.338647
  nChanged 17
		SP:Iteration 67Q (14931.790000 sec): 3 clusters
  Score: Raw -417980.470217 + Penalty 2691.066376 = -415289.403841
  nChanged 20
		SP:Iteration 68Q (14931.800000 sec): 3 clusters
  Score: Raw -417992.583375 + Penalty 2691.066376 = -415301.516999
  nChanged 17
		SP:Iteration 69Q (14931.810000 sec): 3 clusters
  Score: Raw -418002.846626 + Penalty 2691.066376 = -415311.780251
  nChanged 14
		SP:Iteration 70Q (14931.810000 sec): 3 clusters
  Score: Raw -418008.887290 + Penalty 2691.066376 = -415317.820914
  nChanged 13
		SP:Iteration 71Q (14931.820000 sec): 3 clusters
  Score: Raw -418013.943002 + Penalty 2691.066376 = -415322.876626
  nChanged 11
		SP:Iteration 72Q (14931.830000 sec): 3 clusters
  Score: Raw -418017.991819 + Penalty 2691.066376 = -415326.925444
  nChanged 13
		SP:Iteration 73Q (14931.840000 sec): 3 clusters
  Score: Raw -418024.588285 + Penalty 2691.066376 = -415333.521910
  nChanged 12
		SP:Iteration 74Q (14931.850000 sec): 3 clusters
  Score: Raw -418032.172371 + Penalty 2691.066376 = -415341.105995
  nChanged 16
		SP:Iteration 75Q (14931.860000 sec): 3 clusters
  Score: Raw -418043.086406 + Penalty 2691.066376 = -415352.020030
  nChanged 17
		SP:Iteration 76Q (14931.870000 sec): 3 clusters
  Score: Raw -418055.792627 + Penalty 2691.066376 = -415364.726251
  nChanged 13
		SP:Iteration 77Q (14931.870000 sec): 3 clusters
  Score: Raw -418065.531524 + Penalty 2691.066376 = -415374.465148
  nChanged 14
		SP:Iteration 78Q (14931.880000 sec): 3 clusters
  Score: Raw -418074.861840 + Penalty 2691.066376 = -415383.795464
  nChanged 15
		SP:Iteration 79Q (14931.890000 sec): 3 clusters
  Score: Raw -418084.667572 + Penalty 2691.066376 = -415393.601197
  nChanged 11
		SP:Iteration 80F (14931.900000 sec): 3 clusters
  Score: Raw -418091.699895 + Penalty 2691.066376 = -415400.633519
  nChanged 12
		SP:Iteration 81Q (14931.910000 sec): 3 clusters
  Score: Raw -418098.999687 + Penalty 2691.066376 = -415407.933311
  nChanged 5
		SP:Iteration 82Q (14931.920000 sec): 3 clusters
  Score: Raw -418100.383186 + Penalty 2691.066376 = -415409.316810
  nChanged 2
		SP:Iteration 83Q (14931.930000 sec): 3 clusters
  Score: Raw -418100.765256 + Penalty 2691.066376 = -415409.698880
  nChanged 1
		SP:Iteration 84Q (14931.930000 sec): 3 clusters
  Score: Raw -418101.131923 + Penalty 2691.066376 = -415410.065548
  nChanged 0
		SP:Iteration 85F (14931.940000 sec): 3 clusters
  Score: Raw -418101.131923 + Penalty 2691.066376 = -415410.065548
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14931.950000 sec): 2 clusters
  Score: Raw -132746.612231 + Penalty 1185.336311 = -131561.275920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14931.950000 sec): 3 clusters
  Score: Raw -132189.757785 + Penalty 2370.672622 = -129819.085163
  nChanged 485
		SP:Iteration 1F (14931.960000 sec): 3 clusters
  Score: Raw -132568.722276 + Penalty 2370.672622 = -130198.049654
  nChanged 137
		SP:Iteration 2F (14931.960000 sec): 3 clusters
  Score: Raw -132737.568498 + Penalty 2370.672622 = -130366.895876
  nChanged 97
		SP:Iteration 3F (14931.970000 sec): 3 clusters
  Score: Raw -132853.678204 + Penalty 2370.672622 = -130483.005582
  nChanged 71
		SP:Iteration 4Q (14931.970000 sec): 3 clusters
  Score: Raw -132942.774928 + Penalty 2370.672622 = -130572.102306
  nChanged 59
		SP:Iteration 5Q (14931.970000 sec): 3 clusters
  Score: Raw -132997.578335 + Penalty 2370.672622 = -130626.905712
  nChanged 46
		SP:Iteration 6Q (14931.970000 sec): 3 clusters
  Score: Raw -133039.776148 + Penalty 2370.672622 = -130669.103525
  nChanged 25
		SP:Iteration 7Q (14931.980000 sec): 3 clusters
  Score: Raw -133062.968136 + Penalty 2370.672622 = -130692.295514
  nChanged 23
		SP:Iteration 8Q (14931.980000 sec): 3 clusters
  Score: Raw -133080.763527 + Penalty 2370.672622 = -130710.090905
  nChanged 16
		SP:Iteration 9Q (14931.990000 sec): 3 clusters
  Score: Raw -133093.457233 + Penalty 2370.672622 = -130722.784610
  nChanged 15
		SP:Iteration 10Q (14931.990000 sec): 3 clusters
  Score: Raw -133105.273490 + Penalty 2370.672622 = -130734.600868
  nChanged 16
		SP:Iteration 11Q (14931.990000 sec): 3 clusters
  Score: Raw -133113.915333 + Penalty 2370.672622 = -130743.242711
  nChanged 11
		SP:Iteration 12Q (14932.000000 sec): 3 clusters
  Score: Raw -133126.600494 + Penalty 2370.672622 = -130755.927871
  nChanged 11
		SP:Iteration 13Q (14932.000000 sec): 3 clusters
  Score: Raw -133134.037761 + Penalty 2370.672622 = -130763.365139
  nChanged 5
		SP:Iteration 14Q (14932.000000 sec): 3 clusters
  Score: Raw -133136.950669 + Penalty 2370.672622 = -130766.278047
  nChanged 2
		SP:Iteration 15Q (14932.010000 sec): 3 clusters
  Score: Raw -133138.053748 + Penalty 2370.672622 = -130767.381126
  nChanged 3
		SP:Iteration 16Q (14932.010000 sec): 3 clusters
  Score: Raw -133139.238789 + Penalty 2370.672622 = -130768.566167
  nChanged 2
		SP:Iteration 17Q (14932.010000 sec): 3 clusters
  Score: Raw -133140.117893 + Penalty 2370.672622 = -130769.445271
  nChanged 2
		SP:Iteration 18Q (14932.020000 sec): 3 clusters
  Score: Raw -133141.749171 + Penalty 2370.672622 = -130771.076549
  nChanged 4
		SP:Iteration 19Q (14932.020000 sec): 3 clusters
  Score: Raw -133144.934273 + Penalty 2370.672622 = -130774.261650
  nChanged 6
		SP:Iteration 20F (14932.030000 sec): 3 clusters
  Score: Raw -133148.688920 + Penalty 2370.672622 = -130778.016298
  nChanged 6
		SP:Iteration 21Q (14932.030000 sec): 3 clusters
  Score: Raw -133152.101234 + Penalty 2370.672622 = -130781.428612
  nChanged 1
		SP:Iteration 22Q (14932.030000 sec): 3 clusters
  Score: Raw -133152.460400 + Penalty 2370.672622 = -130781.787778
  nChanged 1
		SP:Iteration 23Q (14932.030000 sec): 3 clusters
  Score: Raw -133153.233346 + Penalty 2370.672622 = -130782.560724
  nChanged 1
		SP:Iteration 24Q (14932.040000 sec): 3 clusters
  Score: Raw -133153.506944 + Penalty 2370.672622 = -130782.834322
  nChanged 0
		SP:Iteration 25F (14932.040000 sec): 3 clusters
  Score: Raw -133153.506944 + Penalty 2370.672622 = -130782.834322
  nChanged 0
Iteration 419Q (14942.710000 sec): 79 clusters
  Score: Raw -155816238.328149 + Penalty 179202.892427 = -155637035.435722
  nChanged 128
Iteration 420F (15038.080000 sec): 79 clusters
  Score: Raw -155816251.866901 + Penalty 179202.892427 = -155637048.974474
  nChanged 107
Iteration 421Q (15049.020000 sec): 79 clusters
  Score: Raw -155816261.436624 + Penalty 179202.892427 = -155637058.544197
  nChanged 102
Iteration 422Q (15059.910000 sec): 79 clusters
  Score: Raw -155816269.388507 + Penalty 179202.892427 = -155637066.496080
  nChanged 96
Iteration 423Q (15070.900000 sec): 79 clusters
  Score: Raw -155816276.970676 + Penalty 179202.892427 = -155637074.078249
  nChanged 85
Iteration 424Q (15081.920000 sec): 79 clusters
  Score: Raw -155816286.495784 + Penalty 179202.892427 = -155637083.603358
  nChanged 83
Iteration 425Q (15092.770000 sec): 79 clusters
  Score: Raw -155816294.426128 + Penalty 179202.892427 = -155637091.533702
  nChanged 77
Iteration 426Q (15103.630000 sec): 79 clusters
  Score: Raw -155816302.638918 + Penalty 179202.892427 = -155637099.746491
  nChanged 56
Iteration 427Q (15114.510000 sec): 79 clusters
  Score: Raw -155816308.640343 + Penalty 179202.892427 = -155637105.747916
  nChanged 62
Iteration 428Q (15125.360000 sec): 79 clusters
  Score: Raw -155816317.377410 + Penalty 179202.892427 = -155637114.484983
  nChanged 65
Iteration 429Q (15136.270000 sec): 79 clusters
  Score: Raw -155816327.020486 + Penalty 179202.892427 = -155637124.128059
  nChanged 85
Iteration 430Q (15147.190000 sec): 79 clusters
  Score: Raw -155816336.773210 + Penalty 179202.892427 = -155637133.880783
  nChanged 64
Iteration 431Q (15158.040000 sec): 79 clusters
  Score: Raw -155816348.535958 + Penalty 179202.892427 = -155637145.643531
  nChanged 85
Iteration 432Q (15168.900000 sec): 79 clusters
  Score: Raw -155816369.540161 + Penalty 179202.892427 = -155637166.647734
  nChanged 97
Iteration 433Q (15179.750000 sec): 79 clusters
  Score: Raw -155816393.095315 + Penalty 179202.892427 = -155637190.202888
  nChanged 117
Iteration 434Q (15190.490000 sec): 79 clusters
  Score: Raw -155816413.596618 + Penalty 179202.892427 = -155637210.704191
  nChanged 121
Iteration 435Q (15201.230000 sec): 79 clusters
  Score: Raw -155816432.954420 + Penalty 179202.892427 = -155637230.061993
  nChanged 102
Iteration 436Q (15211.950000 sec): 79 clusters
  Score: Raw -155816449.828973 + Penalty 179202.892427 = -155637246.936547
  nChanged 106
Iteration 437Q (15222.640000 sec): 79 clusters
  Score: Raw -155816468.228354 + Penalty 179202.892427 = -155637265.335927
  nChanged 108
Iteration 438Q (15233.470000 sec): 79 clusters
  Score: Raw -155816489.227042 + Penalty 179202.892427 = -155637286.334615
  nChanged 105
Iteration 439Q (15244.270000 sec): 79 clusters
  Score: Raw -155816514.615814 + Penalty 179202.892427 = -155637311.723387
  nChanged 106
Iteration 440F (15339.820000 sec): 79 clusters
  Score: Raw -155816543.078546 + Penalty 179202.892427 = -155637340.186119
  nChanged 132
Iteration 441Q (15350.820000 sec): 79 clusters
  Score: Raw -155816580.516694 + Penalty 179202.892427 = -155637377.624267
  nChanged 168
Iteration 442Q (15361.800000 sec): 79 clusters
  Score: Raw -155816634.819824 + Penalty 179202.892427 = -155637431.927397
  nChanged 180
Iteration 443Q (15372.790000 sec): 79 clusters
  Score: Raw -155816676.838371 + Penalty 179202.892427 = -155637473.945944
  nChanged 205
Iteration 444Q (15383.850000 sec): 79 clusters
  Score: Raw -155816720.432422 + Penalty 179202.892427 = -155637517.539995
  nChanged 185
Iteration 445Q (15394.780000 sec): 79 clusters
  Score: Raw -155816753.870604 + Penalty 179202.892427 = -155637550.978177
  nChanged 171
Iteration 446Q (15405.680000 sec): 79 clusters
  Score: Raw -155816784.100953 + Penalty 179202.892427 = -155637581.208526
  nChanged 165
Iteration 447Q (15416.560000 sec): 79 clusters
  Score: Raw -155816807.653227 + Penalty 179202.892427 = -155637604.760800
  nChanged 148
Iteration 448Q (15427.470000 sec): 79 clusters
  Score: Raw -155816829.267970 + Penalty 179202.892427 = -155637626.375543
  nChanged 133
Iteration 449Q (15438.370000 sec): 79 clusters
  Score: Raw -155816848.078608 + Penalty 179202.892427 = -155637645.186181
  nChanged 99
Iteration 450Q (15449.300000 sec): 79 clusters
  Score: Raw -155816860.476087 + Penalty 179202.892427 = -155637657.583661
  nChanged 89
Iteration 451Q (15460.330000 sec): 79 clusters
  Score: Raw -155816871.526285 + Penalty 179202.892427 = -155637668.633858
  nChanged 77
Iteration 452Q (15471.370000 sec): 79 clusters
  Score: Raw -155816879.624921 + Penalty 179202.892427 = -155637676.732494
  nChanged 72
Iteration 453Q (15482.450000 sec): 79 clusters
  Score: Raw -155816887.461446 + Penalty 179202.892427 = -155637684.569019
  nChanged 60
Iteration 454Q (15493.480000 sec): 79 clusters
  Score: Raw -155816894.787893 + Penalty 179202.892427 = -155637691.895466
  nChanged 49
Iteration 455Q (15504.430000 sec): 79 clusters
  Score: Raw -155816898.962341 + Penalty 179202.892427 = -155637696.069914
  nChanged 62
Iteration 456Q (15515.430000 sec): 79 clusters
  Score: Raw -155816902.900246 + Penalty 179202.892427 = -155637700.007820
  nChanged 56
Iteration 457Q (15526.330000 sec): 79 clusters
  Score: Raw -155816907.138401 + Penalty 179202.892427 = -155637704.245974
  nChanged 53
Iteration 458Q (15537.190000 sec): 79 clusters
  Score: Raw -155816912.106747 + Penalty 179202.892427 = -155637709.214320
  nChanged 56
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155816912.106747 + Penalty 179202.892427 = -155637709.214320
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15537.570000 sec): 2 clusters
  Score: Raw -7376700.964578 + Penalty 1797.269036 = -7374903.695542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15537.740000 sec): 3 clusters
  Score: Raw -7335873.319994 + Penalty 3594.538072 = -7332278.781922
  nChanged 30080
		SP:Iteration 1F (15537.910000 sec): 3 clusters
  Score: Raw -7353151.508648 + Penalty 3594.538072 = -7349556.970576
  nChanged 2524
		SP:Iteration 2Q (15538.090000 sec): 3 clusters
  Score: Raw -7353908.144150 + Penalty 3594.538072 = -7350313.606078
  nChanged 2652
		SP:Iteration 3Q (15538.270000 sec): 3 clusters
  Score: Raw -7354820.594918 + Penalty 3594.538072 = -7351226.056846
  nChanged 2895
		SP:Iteration 4Q (15538.440000 sec): 3 clusters
  Score: Raw -7355979.710362 + Penalty 3594.538072 = -7352385.172290
  nChanged 3262
		SP:Iteration 5F (15538.620000 sec): 3 clusters
  Score: Raw -7357574.829286 + Penalty 3594.538072 = -7353980.291214
  nChanged 3672
		SP:Iteration 6F (15538.790000 sec): 3 clusters
  Score: Raw -7359660.240787 + Penalty 3594.538072 = -7356065.702715
  nChanged 3845
		SP:Iteration 7F (15538.960000 sec): 3 clusters
  Score: Raw -7362006.555581 + Penalty 3594.538072 = -7358412.017508
  nChanged 3678
		SP:Iteration 8F (15539.130000 sec): 3 clusters
  Score: Raw -7364231.897030 + Penalty 3594.538072 = -7360637.358958
  nChanged 3300
		SP:Iteration 9F (15539.300000 sec): 3 clusters
  Score: Raw -7366239.309935 + Penalty 3594.538072 = -7362644.771863
  nChanged 2983
		SP:Iteration 10Q (15539.470000 sec): 3 clusters
  Score: Raw -7368101.880639 + Penalty 3594.538072 = -7364507.342567
  nChanged 2824
		SP:Iteration 11Q (15539.640000 sec): 3 clusters
  Score: Raw -7369974.810473 + Penalty 3594.538072 = -7366380.272401
  nChanged 2626
		SP:Iteration 12Q (15539.800000 sec): 3 clusters
  Score: Raw -7371777.868157 + Penalty 3594.538072 = -7368183.330084
  nChanged 2305
		SP:Iteration 13Q (15539.960000 sec): 3 clusters
  Score: Raw -7373369.801334 + Penalty 3594.538072 = -7369775.263262
  nChanged 1756
		SP:Iteration 14Q (15540.120000 sec): 3 clusters
  Score: Raw -7374566.509871 + Penalty 3594.538072 = -7370971.971799
  nChanged 1247
		SP:Iteration 15Q (15540.260000 sec): 3 clusters
  Score: Raw -7375412.406848 + Penalty 3594.538072 = -7371817.868776
  nChanged 871
		SP:Iteration 16Q (15540.400000 sec): 3 clusters
  Score: Raw -7376047.332265 + Penalty 3594.538072 = -7372452.794193
  nChanged 540
		SP:Iteration 17Q (15540.540000 sec): 3 clusters
  Score: Raw -7376420.183172 + Penalty 3594.538072 = -7372825.645100
  nChanged 287
		SP:Iteration 18Q (15540.670000 sec): 3 clusters
  Score: Raw -7376626.111406 + Penalty 3594.538072 = -7373031.573334
  nChanged 164
		SP:Iteration 19Q (15540.800000 sec): 3 clusters
  Score: Raw -7376743.122708 + Penalty 3594.538072 = -7373148.584635
  nChanged 118
		SP:Iteration 20F (15540.970000 sec): 3 clusters
  Score: Raw -7376823.930239 + Penalty 3594.538072 = -7373229.392166
  nChanged 74
		SP:Iteration 21Q (15541.090000 sec): 3 clusters
  Score: Raw -7376871.909344 + Penalty 3594.538072 = -7373277.371272
  nChanged 46
		SP:Iteration 22Q (15541.210000 sec): 3 clusters
  Score: Raw -7376907.447982 + Penalty 3594.538072 = -7373312.909910
  nChanged 48
		SP:Iteration 23Q (15541.330000 sec): 3 clusters
  Score: Raw -7376938.688209 + Penalty 3594.538072 = -7373344.150137
  nChanged 36
		SP:Iteration 24Q (15541.450000 sec): 3 clusters
  Score: Raw -7376961.750720 + Penalty 3594.538072 = -7373367.212647
  nChanged 29
		SP:Iteration 25Q (15541.570000 sec): 3 clusters
  Score: Raw -7376982.200849 + Penalty 3594.538072 = -7373387.662777
  nChanged 23
		SP:Iteration 26Q (15541.690000 sec): 3 clusters
  Score: Raw -7376996.122443 + Penalty 3594.538072 = -7373401.584370
  nChanged 13
		SP:Iteration 27Q (15541.800000 sec): 3 clusters
  Score: Raw -7377004.124630 + Penalty 3594.538072 = -7373409.586558
  nChanged 10
		SP:Iteration 28Q (15541.920000 sec): 3 clusters
  Score: Raw -7377010.394706 + Penalty 3594.538072 = -7373415.856634
  nChanged 10
		SP:Iteration 29Q (15542.040000 sec): 3 clusters
  Score: Raw -7377016.631374 + Penalty 3594.538072 = -7373422.093302
  nChanged 11
		SP:Iteration 30Q (15542.160000 sec): 3 clusters
  Score: Raw -7377020.677599 + Penalty 3594.538072 = -7373426.139527
  nChanged 5
		SP:Iteration 31Q (15542.280000 sec): 3 clusters
  Score: Raw -7377023.684294 + Penalty 3594.538072 = -7373429.146221
  nChanged 7
		SP:Iteration 32Q (15542.400000 sec): 3 clusters
  Score: Raw -7377028.182608 + Penalty 3594.538072 = -7373433.644536
  nChanged 2
		SP:Iteration 33Q (15542.520000 sec): 3 clusters
  Score: Raw -7377028.812129 + Penalty 3594.538072 = -7373434.274056
  nChanged 1
		SP:Iteration 34Q (15542.640000 sec): 3 clusters
  Score: Raw -7377029.283950 + Penalty 3594.538072 = -7373434.745878
  nChanged 2
		SP:Iteration 35Q (15542.770000 sec): 3 clusters
  Score: Raw -7377030.022309 + Penalty 3594.538072 = -7373435.484237
  nChanged 1
		SP:Iteration 36Q (15542.890000 sec): 3 clusters
  Score: Raw -7377030.227501 + Penalty 3594.538072 = -7373435.689429
  nChanged 0
		SP:Iteration 37F (15543.060000 sec): 3 clusters
  Score: Raw -7377030.227501 + Penalty 3594.538072 = -7373435.689429
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15543.100000 sec): 2 clusters
  Score: Raw -52731.811292 + Penalty 1030.594731 = -51701.216562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15543.100000 sec): 3 clusters
  Score: Raw -52646.690041 + Penalty 2061.189461 = -50585.500579
  nChanged 144
		SP:Iteration 1F (15543.100000 sec): 3 clusters
  Score: Raw -52856.539317 + Penalty 2061.189461 = -50795.349856
  nChanged 54
		SP:Iteration 2F (15543.100000 sec): 3 clusters
  Score: Raw -52992.778155 + Penalty 2061.189461 = -50931.588694
  nChanged 45
		SP:Iteration 3F (15543.100000 sec): 3 clusters
  Score: Raw -53122.050099 + Penalty 2061.189461 = -51060.860638
  nChanged 35
		SP:Iteration 4F (15543.110000 sec): 3 clusters
  Score: Raw -53212.195946 + Penalty 2061.189461 = -51151.006485
  nChanged 15
		SP:Iteration 5Q (15543.110000 sec): 3 clusters
  Score: Raw -53254.307915 + Penalty 2061.189461 = -51193.118454
  nChanged 9
		SP:Iteration 6Q (15543.110000 sec): 3 clusters
  Score: Raw -53277.580257 + Penalty 2061.189461 = -51216.390796
  nChanged 3
		SP:Iteration 7Q (15543.110000 sec): 3 clusters
  Score: Raw -53281.672211 + Penalty 2061.189461 = -51220.482750
  nChanged 0
		SP:Iteration 8F (15543.110000 sec): 3 clusters
  Score: Raw -53281.672211 + Penalty 2061.189461 = -51220.482750
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15543.130000 sec): 2 clusters
  Score: Raw -447890.248639 + Penalty 1345.615550 = -446544.633089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15543.140000 sec): 3 clusters
  Score: Raw -445963.641599 + Penalty 2691.231100 = -443272.410499
  nChanged 1569
		SP:Iteration 1F (15543.150000 sec): 3 clusters
  Score: Raw -447152.635620 + Penalty 2691.231100 = -444461.404521
  nChanged 395
		SP:Iteration 2F (15543.160000 sec): 3 clusters
  Score: Raw -447545.765388 + Penalty 2691.231100 = -444854.534289
  nChanged 317
		SP:Iteration 3F (15543.170000 sec): 3 clusters
  Score: Raw -447824.070892 + Penalty 2691.231100 = -445132.839792
  nChanged 231
		SP:Iteration 4F (15543.180000 sec): 3 clusters
  Score: Raw -447992.570203 + Penalty 2691.231100 = -445301.339103
  nChanged 133
		SP:Iteration 5Q (15543.190000 sec): 3 clusters
  Score: Raw -448078.721157 + Penalty 2691.231100 = -445387.490058
  nChanged 89
		SP:Iteration 6Q (15543.200000 sec): 3 clusters
  Score: Raw -448130.251661 + Penalty 2691.231100 = -445439.020561
  nChanged 58
		SP:Iteration 7Q (15543.210000 sec): 3 clusters
  Score: Raw -448164.858898 + Penalty 2691.231100 = -445473.627798
  nChanged 60
		SP:Iteration 8Q (15543.220000 sec): 3 clusters
  Score: Raw -448214.779119 + Penalty 2691.231100 = -445523.548020
  nChanged 70
		SP:Iteration 9Q (15543.220000 sec): 3 clusters
  Score: Raw -448279.186395 + Penalty 2691.231100 = -445587.955295
  nChanged 77
		SP:Iteration 10Q (15543.240000 sec): 3 clusters
  Score: Raw -448344.685895 + Penalty 2691.231100 = -445653.454795
  nChanged 85
		SP:Iteration 11Q (15543.240000 sec): 3 clusters
  Score: Raw -448395.236231 + Penalty 2691.231100 = -445704.005131
  nChanged 68
		SP:Iteration 12Q (15543.260000 sec): 3 clusters
  Score: Raw -448423.428906 + Penalty 2691.231100 = -445732.197806
  nChanged 40
		SP:Iteration 13Q (15543.260000 sec): 3 clusters
  Score: Raw -448437.630791 + Penalty 2691.231100 = -445746.399691
  nChanged 31
		SP:Iteration 14Q (15543.270000 sec): 3 clusters
  Score: Raw -448447.725954 + Penalty 2691.231100 = -445756.494854
  nChanged 28
		SP:Iteration 15Q (15543.280000 sec): 3 clusters
  Score: Raw -448456.986256 + Penalty 2691.231100 = -445765.755157
  nChanged 19
		SP:Iteration 16Q (15543.290000 sec): 3 clusters
  Score: Raw -448463.262917 + Penalty 2691.231100 = -445772.031817
  nChanged 16
		SP:Iteration 17Q (15543.300000 sec): 3 clusters
  Score: Raw -448467.930431 + Penalty 2691.231100 = -445776.699331
  nChanged 10
		SP:Iteration 18Q (15543.310000 sec): 3 clusters
  Score: Raw -448470.462719 + Penalty 2691.231100 = -445779.231619
  nChanged 8
		SP:Iteration 19Q (15543.320000 sec): 3 clusters
  Score: Raw -448473.682581 + Penalty 2691.231100 = -445782.451481
  nChanged 12
		SP:Iteration 20F (15543.330000 sec): 3 clusters
  Score: Raw -448476.377023 + Penalty 2691.231100 = -445785.145924
  nChanged 10
		SP:Iteration 21Q (15543.340000 sec): 3 clusters
  Score: Raw -448478.435897 + Penalty 2691.231100 = -445787.204797
  nChanged 2
		SP:Iteration 22Q (15543.350000 sec): 3 clusters
  Score: Raw -448478.884066 + Penalty 2691.231100 = -445787.652966
  nChanged 1
		SP:Iteration 23Q (15543.360000 sec): 3 clusters
  Score: Raw -448479.137613 + Penalty 2691.231100 = -445787.906514
  nChanged 0
		SP:Iteration 24F (15543.370000 sec): 3 clusters
  Score: Raw -448479.137613 + Penalty 2691.231100 = -445787.906514
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15543.380000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15543.380000 sec): 3 clusters
  Score: Raw -40528.316766 + Penalty 1919.242601 = -38609.074165
  nChanged 64
		SP:Iteration 1F (15543.380000 sec): 3 clusters
  Score: Raw -40650.593003 + Penalty 1919.242601 = -38731.350402
  nChanged 26
		SP:Iteration 2F (15543.380000 sec): 3 clusters
  Score: Raw -40722.719582 + Penalty 1919.242601 = -38803.476981
  nChanged 9
		SP:Iteration 3Q (15543.380000 sec): 3 clusters
  Score: Raw -40743.353231 + Penalty 1919.242601 = -38824.110630
  nChanged 5
		SP:Iteration 4Q (15543.380000 sec): 3 clusters
  Score: Raw -40752.218020 + Penalty 1919.242601 = -38832.975419
  nChanged 3
		SP:Iteration 5Q (15543.380000 sec): 3 clusters
  Score: Raw -40758.216661 + Penalty 1919.242601 = -38838.974060
  nChanged 3
		SP:Iteration 6Q (15543.380000 sec): 3 clusters
  Score: Raw -40762.140579 + Penalty 1919.242601 = -38842.897979
  nChanged 2
		SP:Iteration 7Q (15543.380000 sec): 3 clusters
  Score: Raw -40768.489461 + Penalty 1919.242601 = -38849.246860
  nChanged 1
		SP:Iteration 8Q (15543.380000 sec): 3 clusters
  Score: Raw -40769.142949 + Penalty 1919.242601 = -38849.900349
  nChanged 0
		SP:Iteration 9F (15543.380000 sec): 3 clusters
  Score: Raw -40769.142949 + Penalty 1919.242601 = -38849.900349
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15543.430000 sec): 2 clusters
  Score: Raw -1161429.561892 + Penalty 1501.798844 = -1159927.763048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15543.450000 sec): 3 clusters
  Score: Raw -1155616.519824 + Penalty 3003.597688 = -1152612.922136
  nChanged 4455
		SP:Iteration 1F (15543.480000 sec): 3 clusters
  Score: Raw -1158137.971311 + Penalty 3003.597688 = -1155134.373623
  nChanged 757
		SP:Iteration 2F (15543.510000 sec): 3 clusters
  Score: Raw -1158631.288499 + Penalty 3003.597688 = -1155627.690811
  nChanged 701
		SP:Iteration 3F (15543.530000 sec): 3 clusters
  Score: Raw -1159112.047650 + Penalty 3003.597688 = -1156108.449962
  nChanged 654
		SP:Iteration 4F (15543.560000 sec): 3 clusters
  Score: Raw -1159532.597518 + Penalty 3003.597688 = -1156528.999830
  nChanged 608
		SP:Iteration 5F (15543.590000 sec): 3 clusters
  Score: Raw -1159943.591305 + Penalty 3003.597688 = -1156939.993618
  nChanged 537
		SP:Iteration 6F (15543.620000 sec): 3 clusters
  Score: Raw -1160260.062847 + Penalty 3003.597688 = -1157256.465160
  nChanged 485
		SP:Iteration 7Q (15543.640000 sec): 3 clusters
  Score: Raw -1160539.331066 + Penalty 3003.597688 = -1157535.733378
  nChanged 414
		SP:Iteration 8Q (15543.660000 sec): 3 clusters
  Score: Raw -1160721.891774 + Penalty 3003.597688 = -1157718.294086
  nChanged 308
		SP:Iteration 9Q (15543.690000 sec): 3 clusters
  Score: Raw -1160837.178861 + Penalty 3003.597688 = -1157833.581174
  nChanged 233
		SP:Iteration 10Q (15543.720000 sec): 3 clusters
  Score: Raw -1160920.529654 + Penalty 3003.597688 = -1157916.931966
  nChanged 196
		SP:Iteration 11Q (15543.740000 sec): 3 clusters
  Score: Raw -1160976.600180 + Penalty 3003.597688 = -1157973.002492
  nChanged 155
		SP:Iteration 12Q (15543.770000 sec): 3 clusters
  Score: Raw -1161018.774721 + Penalty 3003.597688 = -1158015.177034
  nChanged 157
		SP:Iteration 13Q (15543.790000 sec): 3 clusters
  Score: Raw -1161060.792640 + Penalty 3003.597688 = -1158057.194952
  nChanged 128
		SP:Iteration 14Q (15543.820000 sec): 3 clusters
  Score: Raw -1161090.486319 + Penalty 3003.597688 = -1158086.888631
  nChanged 101
		SP:Iteration 15Q (15543.840000 sec): 3 clusters
  Score: Raw -1161111.862334 + Penalty 3003.597688 = -1158108.264646
  nChanged 90
		SP:Iteration 16Q (15543.870000 sec): 3 clusters
  Score: Raw -1161130.590172 + Penalty 3003.597688 = -1158126.992484
  nChanged 82
		SP:Iteration 17Q (15543.890000 sec): 3 clusters
  Score: Raw -1161147.334533 + Penalty 3003.597688 = -1158143.736845
  nChanged 79
		SP:Iteration 18Q (15543.920000 sec): 3 clusters
  Score: Raw -1161161.198632 + Penalty 3003.597688 = -1158157.600945
  nChanged 55
		SP:Iteration 19Q (15543.940000 sec): 3 clusters
  Score: Raw -1161170.455547 + Penalty 3003.597688 = -1158166.857859
  nChanged 58
		SP:Iteration 20F (15543.970000 sec): 3 clusters
  Score: Raw -1161181.156334 + Penalty 3003.597688 = -1158177.558647
  nChanged 55
		SP:Iteration 21Q (15544.000000 sec): 3 clusters
  Score: Raw -1161191.639405 + Penalty 3003.597688 = -1158188.041717
  nChanged 49
		SP:Iteration 22Q (15544.020000 sec): 3 clusters
  Score: Raw -1161199.996293 + Penalty 3003.597688 = -1158196.398605
  nChanged 39
		SP:Iteration 23Q (15544.040000 sec): 3 clusters
  Score: Raw -1161206.594691 + Penalty 3003.597688 = -1158202.997003
  nChanged 36
		SP:Iteration 24Q (15544.070000 sec): 3 clusters
  Score: Raw -1161212.564993 + Penalty 3003.597688 = -1158208.967306
  nChanged 33
		SP:Iteration 25Q (15544.100000 sec): 3 clusters
  Score: Raw -1161219.462124 + Penalty 3003.597688 = -1158215.864436
  nChanged 46
		SP:Iteration 26Q (15544.120000 sec): 3 clusters
  Score: Raw -1161232.679533 + Penalty 3003.597688 = -1158229.081845
  nChanged 61
		SP:Iteration 27Q (15544.140000 sec): 3 clusters
  Score: Raw -1161246.213942 + Penalty 3003.597688 = -1158242.616255
  nChanged 56
		SP:Iteration 28Q (15544.170000 sec): 3 clusters
  Score: Raw -1161257.097464 + Penalty 3003.597688 = -1158253.499777
  nChanged 43
		SP:Iteration 29Q (15544.190000 sec): 3 clusters
  Score: Raw -1161265.351571 + Penalty 3003.597688 = -1158261.753883
  nChanged 48
		SP:Iteration 30Q (15544.220000 sec): 3 clusters
  Score: Raw -1161274.253338 + Penalty 3003.597688 = -1158270.655650
  nChanged 50
		SP:Iteration 31Q (15544.240000 sec): 3 clusters
  Score: Raw -1161283.061558 + Penalty 3003.597688 = -1158279.463871
  nChanged 46
		SP:Iteration 32Q (15544.270000 sec): 3 clusters
  Score: Raw -1161289.142226 + Penalty 3003.597688 = -1158285.544539
  nChanged 26
		SP:Iteration 33Q (15544.290000 sec): 3 clusters
  Score: Raw -1161292.840511 + Penalty 3003.597688 = -1158289.242823
  nChanged 26
		SP:Iteration 34Q (15544.320000 sec): 3 clusters
  Score: Raw -1161296.978252 + Penalty 3003.597688 = -1158293.380564
  nChanged 29
		SP:Iteration 35Q (15544.340000 sec): 3 clusters
  Score: Raw -1161302.546755 + Penalty 3003.597688 = -1158298.949067
  nChanged 37
		SP:Iteration 36Q (15544.360000 sec): 3 clusters
  Score: Raw -1161309.168567 + Penalty 3003.597688 = -1158305.570879
  nChanged 34
		SP:Iteration 37Q (15544.390000 sec): 3 clusters
  Score: Raw -1161314.982421 + Penalty 3003.597688 = -1158311.384734
  nChanged 25
		SP:Iteration 38Q (15544.410000 sec): 3 clusters
  Score: Raw -1161320.811506 + Penalty 3003.597688 = -1158317.213819
  nChanged 28
		SP:Iteration 39Q (15544.440000 sec): 3 clusters
  Score: Raw -1161326.194648 + Penalty 3003.597688 = -1158322.596960
  nChanged 26
		SP:Iteration 40F (15544.460000 sec): 3 clusters
  Score: Raw -1161330.980755 + Penalty 3003.597688 = -1158327.383068
  nChanged 27
		SP:Iteration 41Q (15544.490000 sec): 3 clusters
  Score: Raw -1161336.365123 + Penalty 3003.597688 = -1158332.767435
  nChanged 31
		SP:Iteration 42Q (15544.510000 sec): 3 clusters
  Score: Raw -1161341.776396 + Penalty 3003.597688 = -1158338.178709
  nChanged 31
		SP:Iteration 43Q (15544.540000 sec): 3 clusters
  Score: Raw -1161346.115644 + Penalty 3003.597688 = -1158342.517956
  nChanged 35
		SP:Iteration 44Q (15544.560000 sec): 3 clusters
  Score: Raw -1161351.188656 + Penalty 3003.597688 = -1158347.590968
  nChanged 26
		SP:Iteration 45Q (15544.590000 sec): 3 clusters
  Score: Raw -1161355.014076 + Penalty 3003.597688 = -1158351.416389
  nChanged 22
		SP:Iteration 46Q (15544.610000 sec): 3 clusters
  Score: Raw -1161359.397574 + Penalty 3003.597688 = -1158355.799887
  nChanged 35
		SP:Iteration 47Q (15544.640000 sec): 3 clusters
  Score: Raw -1161366.068310 + Penalty 3003.597688 = -1158362.470623
  nChanged 40
		SP:Iteration 48Q (15544.660000 sec): 3 clusters
  Score: Raw -1161373.471556 + Penalty 3003.597688 = -1158369.873868
  nChanged 34
		SP:Iteration 49Q (15544.680000 sec): 3 clusters
  Score: Raw -1161380.533666 + Penalty 3003.597688 = -1158376.935978
  nChanged 34
		SP:Iteration 50Q (15544.710000 sec): 3 clusters
  Score: Raw -1161387.224689 + Penalty 3003.597688 = -1158383.627002
  nChanged 38
		SP:Iteration 51Q (15544.730000 sec): 3 clusters
  Score: Raw -1161396.159370 + Penalty 3003.597688 = -1158392.561683
  nChanged 48
		SP:Iteration 52Q (15544.750000 sec): 3 clusters
  Score: Raw -1161406.979989 + Penalty 3003.597688 = -1158403.382302
  nChanged 41
		SP:Iteration 53Q (15544.780000 sec): 3 clusters
  Score: Raw -1161414.357019 + Penalty 3003.597688 = -1158410.759331
  nChanged 34
		SP:Iteration 54Q (15544.800000 sec): 3 clusters
  Score: Raw -1161420.426082 + Penalty 3003.597688 = -1158416.828394
  nChanged 35
		SP:Iteration 55Q (15544.820000 sec): 3 clusters
  Score: Raw -1161426.258705 + Penalty 3003.597688 = -1158422.661017
  nChanged 28
		SP:Iteration 56Q (15544.850000 sec): 3 clusters
  Score: Raw -1161431.397573 + Penalty 3003.597688 = -1158427.799885
  nChanged 21
		SP:Iteration 57Q (15544.870000 sec): 3 clusters
  Score: Raw -1161435.309818 + Penalty 3003.597688 = -1158431.712131
  nChanged 23
		SP:Iteration 58Q (15544.900000 sec): 3 clusters
  Score: Raw -1161438.475466 + Penalty 3003.597688 = -1158434.877779
  nChanged 21
		SP:Iteration 59Q (15544.920000 sec): 3 clusters
  Score: Raw -1161441.418287 + Penalty 3003.597688 = -1158437.820600
  nChanged 15
		SP:Iteration 60F (15544.940000 sec): 3 clusters
  Score: Raw -1161443.448781 + Penalty 3003.597688 = -1158439.851093
  nChanged 8
		SP:Iteration 61Q (15544.970000 sec): 3 clusters
  Score: Raw -1161444.323379 + Penalty 3003.597688 = -1158440.725691
  nChanged 8
		SP:Iteration 62Q (15544.990000 sec): 3 clusters
  Score: Raw -1161445.645377 + Penalty 3003.597688 = -1158442.047689
  nChanged 10
		SP:Iteration 63Q (15545.020000 sec): 3 clusters
  Score: Raw -1161447.017513 + Penalty 3003.597688 = -1158443.419825
  nChanged 10
		SP:Iteration 64Q (15545.040000 sec): 3 clusters
  Score: Raw -1161448.430056 + Penalty 3003.597688 = -1158444.832368
  nChanged 12
		SP:Iteration 65Q (15545.060000 sec): 3 clusters
  Score: Raw -1161450.202727 + Penalty 3003.597688 = -1158446.605040
  nChanged 13
		SP:Iteration 66Q (15545.080000 sec): 3 clusters
  Score: Raw -1161452.331777 + Penalty 3003.597688 = -1158448.734089
  nChanged 17
		SP:Iteration 67Q (15545.110000 sec): 3 clusters
  Score: Raw -1161455.381187 + Penalty 3003.597688 = -1158451.783500
  nChanged 25
		SP:Iteration 68Q (15545.130000 sec): 3 clusters
  Score: Raw -1161459.982179 + Penalty 3003.597688 = -1158456.384492
  nChanged 26
		SP:Iteration 69Q (15545.160000 sec): 3 clusters
  Score: Raw -1161464.543997 + Penalty 3003.597688 = -1158460.946310
  nChanged 32
		SP:Iteration 70Q (15545.180000 sec): 3 clusters
  Score: Raw -1161472.124801 + Penalty 3003.597688 = -1158468.527114
  nChanged 30
		SP:Iteration 71Q (15545.200000 sec): 3 clusters
  Score: Raw -1161477.082862 + Penalty 3003.597688 = -1158473.485175
  nChanged 28
		SP:Iteration 72Q (15545.220000 sec): 3 clusters
  Score: Raw -1161481.952710 + Penalty 3003.597688 = -1158478.355023
  nChanged 34
		SP:Iteration 73Q (15545.250000 sec): 3 clusters
  Score: Raw -1161487.838188 + Penalty 3003.597688 = -1158484.240500
  nChanged 26
		SP:Iteration 74Q (15545.270000 sec): 3 clusters
  Score: Raw -1161492.582109 + Penalty 3003.597688 = -1158488.984422
  nChanged 26
		SP:Iteration 75Q (15545.290000 sec): 3 clusters
  Score: Raw -1161497.854056 + Penalty 3003.597688 = -1158494.256368
  nChanged 26
		SP:Iteration 76Q (15545.320000 sec): 3 clusters
  Score: Raw -1161502.010818 + Penalty 3003.597688 = -1158498.413130
  nChanged 26
		SP:Iteration 77Q (15545.340000 sec): 3 clusters
  Score: Raw -1161506.334545 + Penalty 3003.597688 = -1158502.736858
  nChanged 28
		SP:Iteration 78Q (15545.360000 sec): 3 clusters
  Score: Raw -1161510.940416 + Penalty 3003.597688 = -1158507.342729
  nChanged 28
		SP:Iteration 79Q (15545.380000 sec): 3 clusters
  Score: Raw -1161515.264604 + Penalty 3003.597688 = -1158511.666916
  nChanged 20
		SP:Iteration 80F (15545.410000 sec): 3 clusters
  Score: Raw -1161518.313589 + Penalty 3003.597688 = -1158514.715902
  nChanged 9
		SP:Iteration 81Q (15545.430000 sec): 3 clusters
  Score: Raw -1161519.608609 + Penalty 3003.597688 = -1158516.010922
  nChanged 13
		SP:Iteration 82Q (15545.460000 sec): 3 clusters
  Score: Raw -1161521.881398 + Penalty 3003.597688 = -1158518.283711
  nChanged 14
		SP:Iteration 83Q (15545.480000 sec): 3 clusters
  Score: Raw -1161524.140295 + Penalty 3003.597688 = -1158520.542607
  nChanged 14
		SP:Iteration 84Q (15545.500000 sec): 3 clusters
  Score: Raw -1161526.417227 + Penalty 3003.597688 = -1158522.819539
  nChanged 18
		SP:Iteration 85Q (15545.520000 sec): 3 clusters
  Score: Raw -1161528.801515 + Penalty 3003.597688 = -1158525.203827
  nChanged 13
		SP:Iteration 86Q (15545.550000 sec): 3 clusters
  Score: Raw -1161531.268898 + Penalty 3003.597688 = -1158527.671211
  nChanged 16
		SP:Iteration 87Q (15545.570000 sec): 3 clusters
  Score: Raw -1161534.469320 + Penalty 3003.597688 = -1158530.871632
  nChanged 16
		SP:Iteration 88Q (15545.590000 sec): 3 clusters
  Score: Raw -1161536.743281 + Penalty 3003.597688 = -1158533.145594
  nChanged 10
		SP:Iteration 89Q (15545.620000 sec): 3 clusters
  Score: Raw -1161538.021186 + Penalty 3003.597688 = -1158534.423498
  nChanged 7
		SP:Iteration 90Q (15545.640000 sec): 3 clusters
  Score: Raw -1161539.070232 + Penalty 3003.597688 = -1158535.472544
  nChanged 8
		SP:Iteration 91Q (15545.660000 sec): 3 clusters
  Score: Raw -1161540.131369 + Penalty 3003.597688 = -1158536.533682
  nChanged 7
		SP:Iteration 92Q (15545.680000 sec): 3 clusters
  Score: Raw -1161541.287707 + Penalty 3003.597688 = -1158537.690020
  nChanged 11
		SP:Iteration 93Q (15545.710000 sec): 3 clusters
  Score: Raw -1161543.289990 + Penalty 3003.597688 = -1158539.692302
  nChanged 16
		SP:Iteration 94Q (15545.730000 sec): 3 clusters
  Score: Raw -1161546.427761 + Penalty 3003.597688 = -1158542.830073
  nChanged 20
		SP:Iteration 95Q (15545.750000 sec): 3 clusters
  Score: Raw -1161550.619306 + Penalty 3003.597688 = -1158547.021619
  nChanged 18
		SP:Iteration 96Q (15545.780000 sec): 3 clusters
  Score: Raw -1161554.121673 + Penalty 3003.597688 = -1158550.523985
  nChanged 20
		SP:Iteration 97Q (15545.800000 sec): 3 clusters
  Score: Raw -1161557.258145 + Penalty 3003.597688 = -1158553.660458
  nChanged 12
		SP:Iteration 98Q (15545.820000 sec): 3 clusters
  Score: Raw -1161559.185017 + Penalty 3003.597688 = -1158555.587329
  nChanged 10
		SP:Iteration 99Q (15545.840000 sec): 3 clusters
  Score: Raw -1161561.179898 + Penalty 3003.597688 = -1158557.582211
  nChanged 14
		SP:Iteration 100F (15545.870000 sec): 3 clusters
  Score: Raw -1161564.057932 + Penalty 3003.597688 = -1158560.460244
  nChanged 15
		SP:Iteration 101Q (15545.900000 sec): 3 clusters
  Score: Raw -1161567.753045 + Penalty 3003.597688 = -1158564.155358
  nChanged 23
		SP:Iteration 102Q (15545.920000 sec): 3 clusters
  Score: Raw -1161573.350321 + Penalty 3003.597688 = -1158569.752634
  nChanged 19
		SP:Iteration 103Q (15545.940000 sec): 3 clusters
  Score: Raw -1161577.287986 + Penalty 3003.597688 = -1158573.690299
  nChanged 15
		SP:Iteration 104Q (15545.960000 sec): 3 clusters
  Score: Raw -1161580.843682 + Penalty 3003.597688 = -1158577.245995
  nChanged 22
		SP:Iteration 105Q (15545.980000 sec): 3 clusters
  Score: Raw -1161585.532170 + Penalty 3003.597688 = -1158581.934482
  nChanged 22
		SP:Iteration 106Q (15546.010000 sec): 3 clusters
  Score: Raw -1161589.740939 + Penalty 3003.597688 = -1158586.143251
  nChanged 9
		SP:Iteration 107Q (15546.030000 sec): 3 clusters
  Score: Raw -1161591.216108 + Penalty 3003.597688 = -1158587.618420
  nChanged 18
		SP:Iteration 108Q (15546.050000 sec): 3 clusters
  Score: Raw -1161594.042939 + Penalty 3003.597688 = -1158590.445251
  nChanged 8
		SP:Iteration 109Q (15546.080000 sec): 3 clusters
  Score: Raw -1161595.865105 + Penalty 3003.597688 = -1158592.267417
  nChanged 12
		SP:Iteration 110Q (15546.100000 sec): 3 clusters
  Score: Raw -1161597.837579 + Penalty 3003.597688 = -1158594.239891
  nChanged 11
		SP:Iteration 111Q (15546.120000 sec): 3 clusters
  Score: Raw -1161600.712147 + Penalty 3003.597688 = -1158597.114460
  nChanged 13
		SP:Iteration 112Q (15546.140000 sec): 3 clusters
  Score: Raw -1161604.021398 + Penalty 3003.597688 = -1158600.423711
  nChanged 20
		SP:Iteration 113Q (15546.170000 sec): 3 clusters
  Score: Raw -1161607.887506 + Penalty 3003.597688 = -1158604.289818
  nChanged 16
		SP:Iteration 114Q (15546.190000 sec): 3 clusters
  Score: Raw -1161610.770649 + Penalty 3003.597688 = -1158607.172961
  nChanged 17
		SP:Iteration 115Q (15546.210000 sec): 3 clusters
  Score: Raw -1161614.730716 + Penalty 3003.597688 = -1158611.133029
  nChanged 18
		SP:Iteration 116Q (15546.240000 sec): 3 clusters
  Score: Raw -1161618.497243 + Penalty 3003.597688 = -1158614.899555
  nChanged 16
		SP:Iteration 117Q (15546.260000 sec): 3 clusters
  Score: Raw -1161621.594001 + Penalty 3003.597688 = -1158617.996313
  nChanged 16
		SP:Iteration 118Q (15546.280000 sec): 3 clusters
  Score: Raw -1161624.712396 + Penalty 3003.597688 = -1158621.114708
  nChanged 14
		SP:Iteration 119Q (15546.300000 sec): 3 clusters
  Score: Raw -1161627.337977 + Penalty 3003.597688 = -1158623.740289
  nChanged 11
		SP:Iteration 120F (15546.330000 sec): 3 clusters
  Score: Raw -1161629.088598 + Penalty 3003.597688 = -1158625.490910
  nChanged 9
		SP:Iteration 121Q (15546.350000 sec): 3 clusters
  Score: Raw -1161630.579435 + Penalty 3003.597688 = -1158626.981748
  nChanged 9
		SP:Iteration 122Q (15546.370000 sec): 3 clusters
  Score: Raw -1161632.916228 + Penalty 3003.597688 = -1158629.318540
  nChanged 14
		SP:Iteration 123Q (15546.400000 sec): 3 clusters
  Score: Raw -1161635.929070 + Penalty 3003.597688 = -1158632.331382
  nChanged 14
		SP:Iteration 124Q (15546.420000 sec): 3 clusters
  Score: Raw -1161638.782594 + Penalty 3003.597688 = -1158635.184907
  nChanged 17
		SP:Iteration 125Q (15546.440000 sec): 3 clusters
  Score: Raw -1161643.281592 + Penalty 3003.597688 = -1158639.683905
  nChanged 22
		SP:Iteration 126Q (15546.460000 sec): 3 clusters
  Score: Raw -1161649.031662 + Penalty 3003.597688 = -1158645.433974
  nChanged 22
		SP:Iteration 127Q (15546.480000 sec): 3 clusters
  Score: Raw -1161654.522241 + Penalty 3003.597688 = -1158650.924553
  nChanged 29
		SP:Iteration 128Q (15546.510000 sec): 3 clusters
  Score: Raw -1161663.965276 + Penalty 3003.597688 = -1158660.367588
  nChanged 33
		SP:Iteration 129Q (15546.530000 sec): 3 clusters
  Score: Raw -1161674.208839 + Penalty 3003.597688 = -1158670.611151
  nChanged 28
		SP:Iteration 130Q (15546.550000 sec): 3 clusters
  Score: Raw -1161681.189083 + Penalty 3003.597688 = -1158677.591395
  nChanged 20
		SP:Iteration 131Q (15546.570000 sec): 3 clusters
  Score: Raw -1161685.468112 + Penalty 3003.597688 = -1158681.870424
  nChanged 17
		SP:Iteration 132Q (15546.600000 sec): 3 clusters
  Score: Raw -1161688.529000 + Penalty 3003.597688 = -1158684.931313
  nChanged 12
		SP:Iteration 133Q (15546.620000 sec): 3 clusters
  Score: Raw -1161690.246051 + Penalty 3003.597688 = -1158686.648363
  nChanged 12
		SP:Iteration 134Q (15546.640000 sec): 3 clusters
  Score: Raw -1161692.310684 + Penalty 3003.597688 = -1158688.712996
  nChanged 9
		SP:Iteration 135Q (15546.660000 sec): 3 clusters
  Score: Raw -1161693.871932 + Penalty 3003.597688 = -1158690.274245
  nChanged 13
		SP:Iteration 136Q (15546.680000 sec): 3 clusters
  Score: Raw -1161697.700023 + Penalty 3003.597688 = -1158694.102336
  nChanged 21
		SP:Iteration 137Q (15546.710000 sec): 3 clusters
  Score: Raw -1161704.180827 + Penalty 3003.597688 = -1158700.583139
  nChanged 23
		SP:Iteration 138Q (15546.730000 sec): 3 clusters
  Score: Raw -1161710.466960 + Penalty 3003.597688 = -1158706.869272
  nChanged 20
		SP:Iteration 139Q (15546.750000 sec): 3 clusters
  Score: Raw -1161716.335213 + Penalty 3003.597688 = -1158712.737526
  nChanged 22
		SP:Iteration 140F (15546.780000 sec): 3 clusters
  Score: Raw -1161723.356284 + Penalty 3003.597688 = -1158719.758597
  nChanged 27
		SP:Iteration 141Q (15546.800000 sec): 3 clusters
  Score: Raw -1161730.959724 + Penalty 3003.597688 = -1158727.362036
  nChanged 34
		SP:Iteration 142Q (15546.820000 sec): 3 clusters
  Score: Raw -1161739.610519 + Penalty 3003.597688 = -1158736.012831
  nChanged 29
		SP:Iteration 143Q (15546.840000 sec): 3 clusters
  Score: Raw -1161749.042568 + Penalty 3003.597688 = -1158745.444880
  nChanged 29
		SP:Iteration 144Q (15546.860000 sec): 3 clusters
  Score: Raw -1161759.120458 + Penalty 3003.597688 = -1158755.522771
  nChanged 33
		SP:Iteration 145Q (15546.880000 sec): 3 clusters
  Score: Raw -1161770.800460 + Penalty 3003.597688 = -1158767.202773
  nChanged 32
		SP:Iteration 146Q (15546.910000 sec): 3 clusters
  Score: Raw -1161781.822660 + Penalty 3003.597688 = -1158778.224972
  nChanged 28
		SP:Iteration 147Q (15546.930000 sec): 3 clusters
  Score: Raw -1161791.342903 + Penalty 3003.597688 = -1158787.745215
  nChanged 38
		SP:Iteration 148Q (15546.950000 sec): 3 clusters
  Score: Raw -1161812.093300 + Penalty 3003.597688 = -1158808.495613
  nChanged 46
		SP:Iteration 149Q (15546.970000 sec): 3 clusters
  Score: Raw -1161834.384034 + Penalty 3003.597688 = -1158830.786347
  nChanged 43
		SP:Iteration 150Q (15546.990000 sec): 3 clusters
  Score: Raw -1161854.498697 + Penalty 3003.597688 = -1158850.901009
  nChanged 41
		SP:Iteration 151Q (15547.020000 sec): 3 clusters
  Score: Raw -1161880.126995 + Penalty 3003.597688 = -1158876.529307
  nChanged 51
		SP:Iteration 152Q (15547.040000 sec): 3 clusters
  Score: Raw -1161925.933917 + Penalty 3003.597688 = -1158922.336229
  nChanged 75
		SP:Iteration 153Q (15547.060000 sec): 3 clusters
  Score: Raw -1161992.120699 + Penalty 3003.597688 = -1158988.523011
  nChanged 73
		SP:Iteration 154Q (15547.080000 sec): 3 clusters
  Score: Raw -1162046.753304 + Penalty 3003.597688 = -1159043.155616
  nChanged 63
		SP:Iteration 155Q (15547.100000 sec): 3 clusters
  Score: Raw -1162086.974878 + Penalty 3003.597688 = -1159083.377190
  nChanged 46
		SP:Iteration 156Q (15547.120000 sec): 3 clusters
  Score: Raw -1162109.519823 + Penalty 3003.597688 = -1159105.922135
  nChanged 36
		SP:Iteration 157Q (15547.140000 sec): 3 clusters
  Score: Raw -1162126.764708 + Penalty 3003.597688 = -1159123.167020
  nChanged 25
		SP:Iteration 158Q (15547.160000 sec): 3 clusters
  Score: Raw -1162137.447074 + Penalty 3003.597688 = -1159133.849386
  nChanged 34
		SP:Iteration 159Q (15547.180000 sec): 3 clusters
  Score: Raw -1162153.629016 + Penalty 3003.597688 = -1159150.031328
  nChanged 26
		SP:Iteration 160F (15547.220000 sec): 3 clusters
  Score: Raw -1162168.514857 + Penalty 3003.597688 = -1159164.917169
  nChanged 29
		SP:Iteration 161Q (15547.240000 sec): 3 clusters
  Score: Raw -1162186.035495 + Penalty 3003.597688 = -1159182.437808
  nChanged 32
		SP:Iteration 162Q (15547.260000 sec): 3 clusters
  Score: Raw -1162199.008550 + Penalty 3003.597688 = -1159195.410863
  nChanged 27
		SP:Iteration 163Q (15547.280000 sec): 3 clusters
  Score: Raw -1162207.500477 + Penalty 3003.597688 = -1159203.902790
  nChanged 15
		SP:Iteration 164Q (15547.300000 sec): 3 clusters
  Score: Raw -1162213.468424 + Penalty 3003.597688 = -1159209.870736
  nChanged 15
		SP:Iteration 165Q (15547.320000 sec): 3 clusters
  Score: Raw -1162217.647998 + Penalty 3003.597688 = -1159214.050311
  nChanged 11
		SP:Iteration 166Q (15547.340000 sec): 3 clusters
  Score: Raw -1162221.343158 + Penalty 3003.597688 = -1159217.745470
  nChanged 13
		SP:Iteration 167Q (15547.360000 sec): 3 clusters
  Score: Raw -1162225.594909 + Penalty 3003.597688 = -1159221.997221
  nChanged 13
		SP:Iteration 168Q (15547.380000 sec): 3 clusters
  Score: Raw -1162229.862359 + Penalty 3003.597688 = -1159226.264671
  nChanged 8
		SP:Iteration 169Q (15547.400000 sec): 3 clusters
  Score: Raw -1162231.586443 + Penalty 3003.597688 = -1159227.988756
  nChanged 6
		SP:Iteration 170Q (15547.420000 sec): 3 clusters
  Score: Raw -1162234.104558 + Penalty 3003.597688 = -1159230.506871
  nChanged 7
		SP:Iteration 171Q (15547.450000 sec): 3 clusters
  Score: Raw -1162236.099440 + Penalty 3003.597688 = -1159232.501753
  nChanged 7
		SP:Iteration 172Q (15547.470000 sec): 3 clusters
  Score: Raw -1162238.142389 + Penalty 3003.597688 = -1159234.544701
  nChanged 5
		SP:Iteration 173Q (15547.490000 sec): 3 clusters
  Score: Raw -1162239.756752 + Penalty 3003.597688 = -1159236.159064
  nChanged 9
		SP:Iteration 174Q (15547.510000 sec): 3 clusters
  Score: Raw -1162243.037924 + Penalty 3003.597688 = -1159239.440236
  nChanged 16
		SP:Iteration 175Q (15547.530000 sec): 3 clusters
  Score: Raw -1162250.790073 + Penalty 3003.597688 = -1159247.192385
  nChanged 15
		SP:Iteration 176Q (15547.550000 sec): 3 clusters
  Score: Raw -1162256.715794 + Penalty 3003.597688 = -1159253.118106
  nChanged 13
		SP:Iteration 177Q (15547.570000 sec): 3 clusters
  Score: Raw -1162260.029098 + Penalty 3003.597688 = -1159256.431410
  nChanged 10
		SP:Iteration 178Q (15547.590000 sec): 3 clusters
  Score: Raw -1162262.784300 + Penalty 3003.597688 = -1159259.186612
  nChanged 8
		SP:Iteration 179Q (15547.610000 sec): 3 clusters
  Score: Raw -1162265.122631 + Penalty 3003.597688 = -1159261.524944
  nChanged 8
		SP:Iteration 180F (15547.640000 sec): 3 clusters
  Score: Raw -1162267.941371 + Penalty 3003.597688 = -1159264.343684
  nChanged 14
		SP:Iteration 181Q (15547.660000 sec): 3 clusters
  Score: Raw -1162272.575220 + Penalty 3003.597688 = -1159268.977533
  nChanged 14
		SP:Iteration 182Q (15547.680000 sec): 3 clusters
  Score: Raw -1162279.418003 + Penalty 3003.597688 = -1159275.820315
  nChanged 13
		SP:Iteration 183Q (15547.700000 sec): 3 clusters
  Score: Raw -1162283.937037 + Penalty 3003.597688 = -1159280.339349
  nChanged 21
		SP:Iteration 184Q (15547.720000 sec): 3 clusters
  Score: Raw -1162291.790236 + Penalty 3003.597688 = -1159288.192548
  nChanged 18
		SP:Iteration 185Q (15547.740000 sec): 3 clusters
  Score: Raw -1162298.982728 + Penalty 3003.597688 = -1159295.385041
  nChanged 12
		SP:Iteration 186Q (15547.760000 sec): 3 clusters
  Score: Raw -1162302.442494 + Penalty 3003.597688 = -1159298.844807
  nChanged 9
		SP:Iteration 187Q (15547.780000 sec): 3 clusters
  Score: Raw -1162305.503565 + Penalty 3003.597688 = -1159301.905878
  nChanged 12
		SP:Iteration 188Q (15547.800000 sec): 3 clusters
  Score: Raw -1162308.573320 + Penalty 3003.597688 = -1159304.975633
  nChanged 7
		SP:Iteration 189Q (15547.820000 sec): 3 clusters
  Score: Raw -1162311.063269 + Penalty 3003.597688 = -1159307.465582
  nChanged 12
		SP:Iteration 190Q (15547.840000 sec): 3 clusters
  Score: Raw -1162314.116110 + Penalty 3003.597688 = -1159310.518423
  nChanged 6
		SP:Iteration 191Q (15547.860000 sec): 3 clusters
  Score: Raw -1162316.093407 + Penalty 3003.597688 = -1159312.495719
  nChanged 1
		SP:Iteration 192Q (15547.880000 sec): 3 clusters
  Score: Raw -1162316.293656 + Penalty 3003.597688 = -1159312.695968
  nChanged 0
		SP:Iteration 193F (15547.910000 sec): 3 clusters
  Score: Raw -1162316.293656 + Penalty 3003.597688 = -1159312.695968
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15547.970000 sec): 2 clusters
  Score: Raw -2373868.523183 + Penalty 1622.760579 = -2372245.762604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15548.030000 sec): 3 clusters
  Score: Raw -2360601.853215 + Penalty 3245.521159 = -2357356.332057
  nChanged 9833
		SP:Iteration 1F (15548.090000 sec): 3 clusters
  Score: Raw -2366162.987464 + Penalty 3245.521159 = -2362917.466305
  nChanged 1199
		SP:Iteration 2F (15548.150000 sec): 3 clusters
  Score: Raw -2366676.565997 + Penalty 3245.521159 = -2363431.044838
  nChanged 1155
		SP:Iteration 3F (15548.210000 sec): 3 clusters
  Score: Raw -2367165.337525 + Penalty 3245.521159 = -2363919.816367
  nChanged 1082
		SP:Iteration 4Q (15548.270000 sec): 3 clusters
  Score: Raw -2367626.837685 + Penalty 3245.521159 = -2364381.316526
  nChanged 992
		SP:Iteration 5Q (15548.320000 sec): 3 clusters
  Score: Raw -2367995.582519 + Penalty 3245.521159 = -2364750.061360
  nChanged 870
		SP:Iteration 6Q (15548.380000 sec): 3 clusters
  Score: Raw -2368307.136595 + Penalty 3245.521159 = -2365061.615437
  nChanged 807
		SP:Iteration 7Q (15548.440000 sec): 3 clusters
  Score: Raw -2368577.941616 + Penalty 3245.521159 = -2365332.420457
  nChanged 763
		SP:Iteration 8Q (15548.500000 sec): 3 clusters
  Score: Raw -2368822.929346 + Penalty 3245.521159 = -2365577.408187
  nChanged 664
		SP:Iteration 9Q (15548.550000 sec): 3 clusters
  Score: Raw -2369042.688635 + Penalty 3245.521159 = -2365797.167476
  nChanged 646
		SP:Iteration 10Q (15548.610000 sec): 3 clusters
  Score: Raw -2369257.169226 + Penalty 3245.521159 = -2366011.648068
  nChanged 637
		SP:Iteration 11Q (15548.670000 sec): 3 clusters
  Score: Raw -2369461.968452 + Penalty 3245.521159 = -2366216.447294
  nChanged 599
		SP:Iteration 12Q (15548.730000 sec): 3 clusters
  Score: Raw -2369644.318883 + Penalty 3245.521159 = -2366398.797724
  nChanged 554
		SP:Iteration 13Q (15548.790000 sec): 3 clusters
  Score: Raw -2369832.200714 + Penalty 3245.521159 = -2366586.679556
  nChanged 537
		SP:Iteration 14Q (15548.850000 sec): 3 clusters
  Score: Raw -2370023.838057 + Penalty 3245.521159 = -2366778.316898
  nChanged 547
		SP:Iteration 15Q (15548.900000 sec): 3 clusters
  Score: Raw -2370216.675438 + Penalty 3245.521159 = -2366971.154279
  nChanged 521
		SP:Iteration 16Q (15548.960000 sec): 3 clusters
  Score: Raw -2370395.093099 + Penalty 3245.521159 = -2367149.571941
  nChanged 525
		SP:Iteration 17Q (15549.020000 sec): 3 clusters
  Score: Raw -2370573.472146 + Penalty 3245.521159 = -2367327.950987
  nChanged 476
		SP:Iteration 18Q (15549.080000 sec): 3 clusters
  Score: Raw -2370741.009474 + Penalty 3245.521159 = -2367495.488315
  nChanged 467
		SP:Iteration 19Q (15549.130000 sec): 3 clusters
  Score: Raw -2370895.949623 + Penalty 3245.521159 = -2367650.428464
  nChanged 426
		SP:Iteration 20F (15549.190000 sec): 3 clusters
  Score: Raw -2371029.544572 + Penalty 3245.521159 = -2367784.023413
  nChanged 354
		SP:Iteration 21Q (15549.250000 sec): 3 clusters
  Score: Raw -2371127.485422 + Penalty 3245.521159 = -2367881.964263
  nChanged 298
		SP:Iteration 22Q (15549.310000 sec): 3 clusters
  Score: Raw -2371208.662583 + Penalty 3245.521159 = -2367963.141425
  nChanged 281
		SP:Iteration 23Q (15549.360000 sec): 3 clusters
  Score: Raw -2371274.935322 + Penalty 3245.521159 = -2368029.414163
  nChanged 238
		SP:Iteration 24Q (15549.420000 sec): 3 clusters
  Score: Raw -2371333.298166 + Penalty 3245.521159 = -2368087.777007
  nChanged 208
		SP:Iteration 25Q (15549.480000 sec): 3 clusters
  Score: Raw -2371384.835124 + Penalty 3245.521159 = -2368139.313966
  nChanged 222
		SP:Iteration 26Q (15549.530000 sec): 3 clusters
  Score: Raw -2371435.677783 + Penalty 3245.521159 = -2368190.156625
  nChanged 199
		SP:Iteration 27Q (15549.590000 sec): 3 clusters
  Score: Raw -2371485.358450 + Penalty 3245.521159 = -2368239.837291
  nChanged 199
		SP:Iteration 28Q (15549.640000 sec): 3 clusters
  Score: Raw -2371534.673670 + Penalty 3245.521159 = -2368289.152511
  nChanged 206
		SP:Iteration 29Q (15549.700000 sec): 3 clusters
  Score: Raw -2371584.130761 + Penalty 3245.521159 = -2368338.609602
  nChanged 181
		SP:Iteration 30Q (15549.760000 sec): 3 clusters
  Score: Raw -2371625.898878 + Penalty 3245.521159 = -2368380.377719
  nChanged 181
		SP:Iteration 31Q (15549.810000 sec): 3 clusters
  Score: Raw -2371670.796281 + Penalty 3245.521159 = -2368425.275122
  nChanged 197
		SP:Iteration 32Q (15549.870000 sec): 3 clusters
  Score: Raw -2371717.890586 + Penalty 3245.521159 = -2368472.369427
  nChanged 188
		SP:Iteration 33Q (15549.930000 sec): 3 clusters
  Score: Raw -2371761.041957 + Penalty 3245.521159 = -2368515.520798
  nChanged 188
		SP:Iteration 34Q (15549.990000 sec): 3 clusters
  Score: Raw -2371805.629913 + Penalty 3245.521159 = -2368560.108754
  nChanged 178
		SP:Iteration 35Q (15550.040000 sec): 3 clusters
  Score: Raw -2371852.620500 + Penalty 3245.521159 = -2368607.099341
  nChanged 187
		SP:Iteration 36Q (15550.100000 sec): 3 clusters
  Score: Raw -2371907.332294 + Penalty 3245.521159 = -2368661.811135
  nChanged 218
		SP:Iteration 37Q (15550.150000 sec): 3 clusters
  Score: Raw -2371979.326763 + Penalty 3245.521159 = -2368733.805604
  nChanged 236
		SP:Iteration 38Q (15550.210000 sec): 3 clusters
  Score: Raw -2372066.983723 + Penalty 3245.521159 = -2368821.462564
  nChanged 267
		SP:Iteration 39Q (15550.260000 sec): 3 clusters
  Score: Raw -2372175.842803 + Penalty 3245.521159 = -2368930.321645
  nChanged 280
		SP:Iteration 40F (15550.310000 sec): 3 clusters
  Score: Raw -2372305.224957 + Penalty 3245.521159 = -2369059.703799
  nChanged 314
		SP:Iteration 41Q (15550.370000 sec): 3 clusters
  Score: Raw -2372463.886597 + Penalty 3245.521159 = -2369218.365438
  nChanged 359
		SP:Iteration 42Q (15550.420000 sec): 3 clusters
  Score: Raw -2372652.870812 + Penalty 3245.521159 = -2369407.349653
  nChanged 355
		SP:Iteration 43Q (15550.470000 sec): 3 clusters
  Score: Raw -2372831.429115 + Penalty 3245.521159 = -2369585.907956
  nChanged 349
		SP:Iteration 44Q (15550.530000 sec): 3 clusters
  Score: Raw -2372976.947679 + Penalty 3245.521159 = -2369731.426520
  nChanged 311
		SP:Iteration 45Q (15550.580000 sec): 3 clusters
  Score: Raw -2373091.889861 + Penalty 3245.521159 = -2369846.368702
  nChanged 276
		SP:Iteration 46Q (15550.630000 sec): 3 clusters
  Score: Raw -2373183.412007 + Penalty 3245.521159 = -2369937.890848
  nChanged 241
		SP:Iteration 47Q (15550.690000 sec): 3 clusters
  Score: Raw -2373255.779874 + Penalty 3245.521159 = -2370010.258715
  nChanged 210
		SP:Iteration 48Q (15550.730000 sec): 3 clusters
  Score: Raw -2373301.755730 + Penalty 3245.521159 = -2370056.234571
  nChanged 153
		SP:Iteration 49Q (15550.790000 sec): 3 clusters
  Score: Raw -2373335.452331 + Penalty 3245.521159 = -2370089.931172
  nChanged 144
		SP:Iteration 50Q (15550.840000 sec): 3 clusters
  Score: Raw -2373367.785219 + Penalty 3245.521159 = -2370122.264061
  nChanged 130
		SP:Iteration 51Q (15550.890000 sec): 3 clusters
  Score: Raw -2373390.366311 + Penalty 3245.521159 = -2370144.845152
  nChanged 116
		SP:Iteration 52Q (15550.950000 sec): 3 clusters
  Score: Raw -2373408.059435 + Penalty 3245.521159 = -2370162.538276
  nChanged 84
		SP:Iteration 53Q (15551.000000 sec): 3 clusters
  Score: Raw -2373419.970616 + Penalty 3245.521159 = -2370174.449457
  nChanged 72
		SP:Iteration 54Q (15551.050000 sec): 3 clusters
  Score: Raw -2373431.387666 + Penalty 3245.521159 = -2370185.866507
  nChanged 88
		SP:Iteration 55Q (15551.100000 sec): 3 clusters
  Score: Raw -2373450.500817 + Penalty 3245.521159 = -2370204.979658
  nChanged 95
		SP:Iteration 56Q (15551.150000 sec): 3 clusters
  Score: Raw -2373468.960679 + Penalty 3245.521159 = -2370223.439520
  nChanged 101
		SP:Iteration 57Q (15551.200000 sec): 3 clusters
  Score: Raw -2373487.774425 + Penalty 3245.521159 = -2370242.253267
  nChanged 95
		SP:Iteration 58Q (15551.250000 sec): 3 clusters
  Score: Raw -2373505.837706 + Penalty 3245.521159 = -2370260.316547
  nChanged 97
		SP:Iteration 59Q (15551.310000 sec): 3 clusters
  Score: Raw -2373524.497220 + Penalty 3245.521159 = -2370278.976061
  nChanged 78
		SP:Iteration 60F (15551.360000 sec): 3 clusters
  Score: Raw -2373536.224816 + Penalty 3245.521159 = -2370290.703657
  nChanged 83
		SP:Iteration 61Q (15551.410000 sec): 3 clusters
  Score: Raw -2373551.288365 + Penalty 3245.521159 = -2370305.767206
  nChanged 102
		SP:Iteration 62Q (15551.470000 sec): 3 clusters
  Score: Raw -2373570.509414 + Penalty 3245.521159 = -2370324.988256
  nChanged 89
		SP:Iteration 63Q (15551.510000 sec): 3 clusters
  Score: Raw -2373585.021711 + Penalty 3245.521159 = -2370339.500552
  nChanged 79
		SP:Iteration 64Q (15551.570000 sec): 3 clusters
  Score: Raw -2373597.430504 + Penalty 3245.521159 = -2370351.909345
  nChanged 76
		SP:Iteration 65Q (15551.620000 sec): 3 clusters
  Score: Raw -2373608.578979 + Penalty 3245.521159 = -2370363.057820
  nChanged 63
		SP:Iteration 66Q (15551.670000 sec): 3 clusters
  Score: Raw -2373619.123736 + Penalty 3245.521159 = -2370373.602578
  nChanged 59
		SP:Iteration 67Q (15551.720000 sec): 3 clusters
  Score: Raw -2373627.079676 + Penalty 3245.521159 = -2370381.558517
  nChanged 67
		SP:Iteration 68Q (15551.770000 sec): 3 clusters
  Score: Raw -2373637.165730 + Penalty 3245.521159 = -2370391.644571
  nChanged 73
		SP:Iteration 69Q (15551.830000 sec): 3 clusters
  Score: Raw -2373648.881781 + Penalty 3245.521159 = -2370403.360622
  nChanged 64
		SP:Iteration 70Q (15551.880000 sec): 3 clusters
  Score: Raw -2373658.873721 + Penalty 3245.521159 = -2370413.352562
  nChanged 62
		SP:Iteration 71Q (15551.930000 sec): 3 clusters
  Score: Raw -2373668.054369 + Penalty 3245.521159 = -2370422.533210
  nChanged 64
		SP:Iteration 72Q (15551.980000 sec): 3 clusters
  Score: Raw -2373680.568722 + Penalty 3245.521159 = -2370435.047563
  nChanged 75
		SP:Iteration 73Q (15552.030000 sec): 3 clusters
  Score: Raw -2373696.833652 + Penalty 3245.521159 = -2370451.312493
  nChanged 93
		SP:Iteration 74Q (15552.080000 sec): 3 clusters
  Score: Raw -2373720.466246 + Penalty 3245.521159 = -2370474.945087
  nChanged 121
		SP:Iteration 75Q (15552.130000 sec): 3 clusters
  Score: Raw -2373751.253481 + Penalty 3245.521159 = -2370505.732322
  nChanged 131
		SP:Iteration 76Q (15552.180000 sec): 3 clusters
  Score: Raw -2373787.311093 + Penalty 3245.521159 = -2370541.789934
  nChanged 123
		SP:Iteration 77Q (15552.230000 sec): 3 clusters
  Score: Raw -2373819.013035 + Penalty 3245.521159 = -2370573.491876
  nChanged 130
		SP:Iteration 78Q (15552.270000 sec): 3 clusters
  Score: Raw -2373853.195661 + Penalty 3245.521159 = -2370607.674502
  nChanged 150
		SP:Iteration 79Q (15552.320000 sec): 3 clusters
  Score: Raw -2373895.203762 + Penalty 3245.521159 = -2370649.682603
  nChanged 156
		SP:Iteration 80F (15552.380000 sec): 3 clusters
  Score: Raw -2373938.907984 + Penalty 3245.521159 = -2370693.386825
  nChanged 141
		SP:Iteration 81Q (15552.430000 sec): 3 clusters
  Score: Raw -2373981.365160 + Penalty 3245.521159 = -2370735.844001
  nChanged 153
		SP:Iteration 82Q (15552.480000 sec): 3 clusters
  Score: Raw -2374037.984156 + Penalty 3245.521159 = -2370792.462997
  nChanged 179
		SP:Iteration 83Q (15552.530000 sec): 3 clusters
  Score: Raw -2374098.518395 + Penalty 3245.521159 = -2370852.997236
  nChanged 173
		SP:Iteration 84Q (15552.570000 sec): 3 clusters
  Score: Raw -2374158.268900 + Penalty 3245.521159 = -2370912.747742
  nChanged 179
		SP:Iteration 85Q (15552.620000 sec): 3 clusters
  Score: Raw -2374226.006852 + Penalty 3245.521159 = -2370980.485693
  nChanged 180
		SP:Iteration 86Q (15552.670000 sec): 3 clusters
  Score: Raw -2374292.364237 + Penalty 3245.521159 = -2371046.843079
  nChanged 161
		SP:Iteration 87Q (15552.710000 sec): 3 clusters
  Score: Raw -2374346.884966 + Penalty 3245.521159 = -2371101.363807
  nChanged 148
		SP:Iteration 88Q (15552.760000 sec): 3 clusters
  Score: Raw -2374393.986096 + Penalty 3245.521159 = -2371148.464937
  nChanged 121
		SP:Iteration 89Q (15552.810000 sec): 3 clusters
  Score: Raw -2374436.933162 + Penalty 3245.521159 = -2371191.412004
  nChanged 124
		SP:Iteration 90Q (15552.850000 sec): 3 clusters
  Score: Raw -2374482.086296 + Penalty 3245.521159 = -2371236.565137
  nChanged 114
		SP:Iteration 91Q (15552.900000 sec): 3 clusters
  Score: Raw -2374515.704758 + Penalty 3245.521159 = -2371270.183599
  nChanged 88
		SP:Iteration 92Q (15552.950000 sec): 3 clusters
  Score: Raw -2374540.372493 + Penalty 3245.521159 = -2371294.851334
  nChanged 94
		SP:Iteration 93Q (15552.990000 sec): 3 clusters
  Score: Raw -2374568.274947 + Penalty 3245.521159 = -2371322.753789
  nChanged 87
		SP:Iteration 94Q (15553.040000 sec): 3 clusters
  Score: Raw -2374591.220285 + Penalty 3245.521159 = -2371345.699126
  nChanged 74
		SP:Iteration 95Q (15553.080000 sec): 3 clusters
  Score: Raw -2374608.546033 + Penalty 3245.521159 = -2371363.024874
  nChanged 49
		SP:Iteration 96Q (15553.130000 sec): 3 clusters
  Score: Raw -2374620.566060 + Penalty 3245.521159 = -2371375.044901
  nChanged 41
		SP:Iteration 97Q (15553.170000 sec): 3 clusters
  Score: Raw -2374630.729872 + Penalty 3245.521159 = -2371385.208713
  nChanged 38
		SP:Iteration 98Q (15553.220000 sec): 3 clusters
  Score: Raw -2374637.920363 + Penalty 3245.521159 = -2371392.399205
  nChanged 34
		SP:Iteration 99Q (15553.270000 sec): 3 clusters
  Score: Raw -2374645.604360 + Penalty 3245.521159 = -2371400.083201
  nChanged 33
		SP:Iteration 100F (15553.330000 sec): 3 clusters
  Score: Raw -2374654.862674 + Penalty 3245.521159 = -2371409.341515
  nChanged 29
		SP:Iteration 101Q (15553.370000 sec): 3 clusters
  Score: Raw -2374662.727789 + Penalty 3245.521159 = -2371417.206630
  nChanged 36
		SP:Iteration 102Q (15553.420000 sec): 3 clusters
  Score: Raw -2374671.934820 + Penalty 3245.521159 = -2371426.413661
  nChanged 36
		SP:Iteration 103Q (15553.470000 sec): 3 clusters
  Score: Raw -2374681.095925 + Penalty 3245.521159 = -2371435.574766
  nChanged 38
		SP:Iteration 104Q (15553.510000 sec): 3 clusters
  Score: Raw -2374692.010130 + Penalty 3245.521159 = -2371446.488972
  nChanged 36
		SP:Iteration 105Q (15553.560000 sec): 3 clusters
  Score: Raw -2374700.595181 + Penalty 3245.521159 = -2371455.074022
  nChanged 27
		SP:Iteration 106Q (15553.600000 sec): 3 clusters
  Score: Raw -2374707.539424 + Penalty 3245.521159 = -2371462.018265
  nChanged 23
		SP:Iteration 107Q (15553.650000 sec): 3 clusters
  Score: Raw -2374712.879461 + Penalty 3245.521159 = -2371467.358303
  nChanged 15
		SP:Iteration 108Q (15553.690000 sec): 3 clusters
  Score: Raw -2374716.088867 + Penalty 3245.521159 = -2371470.567709
  nChanged 15
		SP:Iteration 109Q (15553.740000 sec): 3 clusters
  Score: Raw -2374718.833368 + Penalty 3245.521159 = -2371473.312209
  nChanged 13
		SP:Iteration 110Q (15553.790000 sec): 3 clusters
  Score: Raw -2374721.482139 + Penalty 3245.521159 = -2371475.960981
  nChanged 12
		SP:Iteration 111Q (15553.830000 sec): 3 clusters
  Score: Raw -2374723.519460 + Penalty 3245.521159 = -2371477.998301
  nChanged 8
		SP:Iteration 112Q (15553.870000 sec): 3 clusters
  Score: Raw -2374725.397920 + Penalty 3245.521159 = -2371479.876761
  nChanged 8
		SP:Iteration 113Q (15553.920000 sec): 3 clusters
  Score: Raw -2374726.986504 + Penalty 3245.521159 = -2371481.465345
  nChanged 10
		SP:Iteration 114Q (15553.960000 sec): 3 clusters
  Score: Raw -2374729.330846 + Penalty 3245.521159 = -2371483.809687
  nChanged 13
		SP:Iteration 115Q (15554.010000 sec): 3 clusters
  Score: Raw -2374732.083087 + Penalty 3245.521159 = -2371486.561929
  nChanged 7
		SP:Iteration 116Q (15554.050000 sec): 3 clusters
  Score: Raw -2374733.721706 + Penalty 3245.521159 = -2371488.200547
  nChanged 5
		SP:Iteration 117Q (15554.090000 sec): 3 clusters
  Score: Raw -2374734.714876 + Penalty 3245.521159 = -2371489.193717
  nChanged 6
		SP:Iteration 118Q (15554.130000 sec): 3 clusters
  Score: Raw -2374736.116332 + Penalty 3245.521159 = -2371490.595173
  nChanged 12
		SP:Iteration 119Q (15554.180000 sec): 3 clusters
  Score: Raw -2374739.710909 + Penalty 3245.521159 = -2371494.189750
  nChanged 15
		SP:Iteration 120F (15554.240000 sec): 3 clusters
  Score: Raw -2374743.147773 + Penalty 3245.521159 = -2371497.626615
  nChanged 13
		SP:Iteration 121Q (15554.280000 sec): 3 clusters
  Score: Raw -2374745.725614 + Penalty 3245.521159 = -2371500.204455
  nChanged 7
		SP:Iteration 122Q (15554.320000 sec): 3 clusters
  Score: Raw -2374746.912577 + Penalty 3245.521159 = -2371501.391418
  nChanged 4
		SP:Iteration 123Q (15554.370000 sec): 3 clusters
  Score: Raw -2374747.684028 + Penalty 3245.521159 = -2371502.162870
  nChanged 3
		SP:Iteration 124Q (15554.410000 sec): 3 clusters
  Score: Raw -2374748.325093 + Penalty 3245.521159 = -2371502.803934
  nChanged 3
		SP:Iteration 125Q (15554.450000 sec): 3 clusters
  Score: Raw -2374748.664607 + Penalty 3245.521159 = -2371503.143448
  nChanged 2
		SP:Iteration 126Q (15554.500000 sec): 3 clusters
  Score: Raw -2374748.925842 + Penalty 3245.521159 = -2371503.404683
  nChanged 1
		SP:Iteration 127Q (15554.540000 sec): 3 clusters
  Score: Raw -2374749.155264 + Penalty 3245.521159 = -2371503.634105
  nChanged 2
		SP:Iteration 128Q (15554.590000 sec): 3 clusters
  Score: Raw -2374749.474247 + Penalty 3245.521159 = -2371503.953088
  nChanged 2
		SP:Iteration 129Q (15554.630000 sec): 3 clusters
  Score: Raw -2374749.628809 + Penalty 3245.521159 = -2371504.107651
  nChanged 1
		SP:Iteration 130Q (15554.670000 sec): 3 clusters
  Score: Raw -2374749.751528 + Penalty 3245.521159 = -2371504.230370
  nChanged 1
		SP:Iteration 131Q (15554.720000 sec): 3 clusters
  Score: Raw -2374750.039632 + Penalty 3245.521159 = -2371504.518474
  nChanged 1
		SP:Iteration 132Q (15554.760000 sec): 3 clusters
  Score: Raw -2374750.255434 + Penalty 3245.521159 = -2371504.734275
  nChanged 1
		SP:Iteration 133Q (15554.810000 sec): 3 clusters
  Score: Raw -2374750.376152 + Penalty 3245.521159 = -2371504.854993
  nChanged 0
		SP:Iteration 134F (15554.860000 sec): 3 clusters
  Score: Raw -2374750.376152 + Penalty 3245.521159 = -2371504.854993
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15554.900000 sec): 2 clusters
  Score: Raw -1247520.420830 + Penalty 1506.745788 = -1246013.675042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15554.930000 sec): 3 clusters
  Score: Raw -1241435.202500 + Penalty 3013.491576 = -1238421.710923
  nChanged 4635
		SP:Iteration 1F (15554.950000 sec): 3 clusters
  Score: Raw -1243914.757559 + Penalty 3013.491576 = -1240901.265983
  nChanged 697
		SP:Iteration 2F (15554.980000 sec): 3 clusters
  Score: Raw -1244263.804139 + Penalty 3013.491576 = -1241250.312562
  nChanged 622
		SP:Iteration 3F (15555.010000 sec): 3 clusters
  Score: Raw -1244591.707267 + Penalty 3013.491576 = -1241578.215690
  nChanged 591
		SP:Iteration 4F (15555.030000 sec): 3 clusters
  Score: Raw -1244922.981924 + Penalty 3013.491576 = -1241909.490348
  nChanged 554
		SP:Iteration 5F (15555.060000 sec): 3 clusters
  Score: Raw -1245232.758406 + Penalty 3013.491576 = -1242219.266829
  nChanged 512
		SP:Iteration 6Q (15555.090000 sec): 3 clusters
  Score: Raw -1245514.536352 + Penalty 3013.491576 = -1242501.044776
  nChanged 447
		SP:Iteration 7Q (15555.110000 sec): 3 clusters
  Score: Raw -1245766.494364 + Penalty 3013.491576 = -1242753.002788
  nChanged 417
		SP:Iteration 8Q (15555.140000 sec): 3 clusters
  Score: Raw -1246004.216880 + Penalty 3013.491576 = -1242990.725304
  nChanged 411
		SP:Iteration 9Q (15555.170000 sec): 3 clusters
  Score: Raw -1246233.253101 + Penalty 3013.491576 = -1243219.761525
  nChanged 376
		SP:Iteration 10Q (15555.190000 sec): 3 clusters
  Score: Raw -1246433.260929 + Penalty 3013.491576 = -1243419.769353
  nChanged 318
		SP:Iteration 11Q (15555.220000 sec): 3 clusters
  Score: Raw -1246589.579585 + Penalty 3013.491576 = -1243576.088008
  nChanged 282
		SP:Iteration 12Q (15555.250000 sec): 3 clusters
  Score: Raw -1246738.036708 + Penalty 3013.491576 = -1243724.545131
  nChanged 244
		SP:Iteration 13Q (15555.270000 sec): 3 clusters
  Score: Raw -1246863.023393 + Penalty 3013.491576 = -1243849.531817
  nChanged 203
		SP:Iteration 14Q (15555.290000 sec): 3 clusters
  Score: Raw -1246977.975740 + Penalty 3013.491576 = -1243964.484163
  nChanged 221
		SP:Iteration 15Q (15555.320000 sec): 3 clusters
  Score: Raw -1247106.641627 + Penalty 3013.491576 = -1244093.150051
  nChanged 230
		SP:Iteration 16Q (15555.350000 sec): 3 clusters
  Score: Raw -1247229.607419 + Penalty 3013.491576 = -1244216.115842
  nChanged 186
		SP:Iteration 17Q (15555.370000 sec): 3 clusters
  Score: Raw -1247325.334038 + Penalty 3013.491576 = -1244311.842462
  nChanged 160
		SP:Iteration 18Q (15555.390000 sec): 3 clusters
  Score: Raw -1247407.254093 + Penalty 3013.491576 = -1244393.762516
  nChanged 157
		SP:Iteration 19Q (15555.420000 sec): 3 clusters
  Score: Raw -1247497.797687 + Penalty 3013.491576 = -1244484.306111
  nChanged 145
		SP:Iteration 20F (15555.450000 sec): 3 clusters
  Score: Raw -1247575.918035 + Penalty 3013.491576 = -1244562.426458
  nChanged 129
		SP:Iteration 21Q (15555.470000 sec): 3 clusters
  Score: Raw -1247637.646770 + Penalty 3013.491576 = -1244624.155193
  nChanged 103
		SP:Iteration 22Q (15555.490000 sec): 3 clusters
  Score: Raw -1247681.127428 + Penalty 3013.491576 = -1244667.635852
  nChanged 83
		SP:Iteration 23Q (15555.520000 sec): 3 clusters
  Score: Raw -1247714.481065 + Penalty 3013.491576 = -1244700.989489
  nChanged 69
		SP:Iteration 24Q (15555.540000 sec): 3 clusters
  Score: Raw -1247742.418047 + Penalty 3013.491576 = -1244728.926470
  nChanged 69
		SP:Iteration 25Q (15555.570000 sec): 3 clusters
  Score: Raw -1247771.379684 + Penalty 3013.491576 = -1244757.888108
  nChanged 68
		SP:Iteration 26Q (15555.590000 sec): 3 clusters
  Score: Raw -1247802.167038 + Penalty 3013.491576 = -1244788.675462
  nChanged 57
		SP:Iteration 27Q (15555.610000 sec): 3 clusters
  Score: Raw -1247822.140626 + Penalty 3013.491576 = -1244808.649049
  nChanged 49
		SP:Iteration 28Q (15555.630000 sec): 3 clusters
  Score: Raw -1247836.033098 + Penalty 3013.491576 = -1244822.541522
  nChanged 38
		SP:Iteration 29Q (15555.660000 sec): 3 clusters
  Score: Raw -1247849.303629 + Penalty 3013.491576 = -1244835.812052
  nChanged 43
		SP:Iteration 30Q (15555.680000 sec): 3 clusters
  Score: Raw -1247864.675437 + Penalty 3013.491576 = -1244851.183861
  nChanged 39
		SP:Iteration 31Q (15555.700000 sec): 3 clusters
  Score: Raw -1247878.528779 + Penalty 3013.491576 = -1244865.037202
  nChanged 41
		SP:Iteration 32Q (15555.720000 sec): 3 clusters
  Score: Raw -1247892.895295 + Penalty 3013.491576 = -1244879.403719
  nChanged 40
		SP:Iteration 33Q (15555.740000 sec): 3 clusters
  Score: Raw -1247905.173366 + Penalty 3013.491576 = -1244891.681789
  nChanged 33
		SP:Iteration 34Q (15555.770000 sec): 3 clusters
  Score: Raw -1247914.507979 + Penalty 3013.491576 = -1244901.016402
  nChanged 26
		SP:Iteration 35Q (15555.790000 sec): 3 clusters
  Score: Raw -1247921.140859 + Penalty 3013.491576 = -1244907.649283
  nChanged 23
		SP:Iteration 36Q (15555.810000 sec): 3 clusters
  Score: Raw -1247926.679372 + Penalty 3013.491576 = -1244913.187796
  nChanged 14
		SP:Iteration 37Q (15555.830000 sec): 3 clusters
  Score: Raw -1247929.992590 + Penalty 3013.491576 = -1244916.501014
  nChanged 12
		SP:Iteration 38Q (15555.850000 sec): 3 clusters
  Score: Raw -1247932.251455 + Penalty 3013.491576 = -1244918.759879
  nChanged 6
		SP:Iteration 39Q (15555.870000 sec): 3 clusters
  Score: Raw -1247933.426361 + Penalty 3013.491576 = -1244919.934785
  nChanged 4
		SP:Iteration 40F (15555.900000 sec): 3 clusters
  Score: Raw -1247934.272867 + Penalty 3013.491576 = -1244920.781290
  nChanged 4
		SP:Iteration 41Q (15555.920000 sec): 3 clusters
  Score: Raw -1247934.942270 + Penalty 3013.491576 = -1244921.450693
  nChanged 1
		SP:Iteration 42Q (15555.940000 sec): 3 clusters
  Score: Raw -1247935.110112 + Penalty 3013.491576 = -1244921.618536
  nChanged 2
		SP:Iteration 43Q (15555.970000 sec): 3 clusters
  Score: Raw -1247935.403810 + Penalty 3013.491576 = -1244921.912234
  nChanged 1
		SP:Iteration 44Q (15555.990000 sec): 3 clusters
  Score: Raw -1247935.491064 + Penalty 3013.491576 = -1244921.999488
  nChanged 0
		SP:Iteration 45F (15556.010000 sec): 3 clusters
  Score: Raw -1247935.491064 + Penalty 3013.491576 = -1244921.999488
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15556.070000 sec): 2 clusters
  Score: Raw -2344839.637900 + Penalty 1611.295258 = -2343228.342642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15556.130000 sec): 3 clusters
  Score: Raw -2332674.985621 + Penalty 3222.590517 = -2329452.395105
  nChanged 9159
		SP:Iteration 1F (15556.180000 sec): 3 clusters
  Score: Raw -2337732.629341 + Penalty 3222.590517 = -2334510.038824
  nChanged 1041
		SP:Iteration 2F (15556.230000 sec): 3 clusters
  Score: Raw -2338126.825375 + Penalty 3222.590517 = -2334904.234858
  nChanged 1008
		SP:Iteration 3Q (15556.290000 sec): 3 clusters
  Score: Raw -2338565.629419 + Penalty 3222.590517 = -2335343.038902
  nChanged 1136
		SP:Iteration 4F (15556.340000 sec): 3 clusters
  Score: Raw -2339158.180264 + Penalty 3222.590517 = -2335935.589748
  nChanged 1320
		SP:Iteration 5F (15556.390000 sec): 3 clusters
  Score: Raw -2340026.786059 + Penalty 3222.590517 = -2336804.195542
  nChanged 1427
		SP:Iteration 6F (15556.450000 sec): 3 clusters
  Score: Raw -2341089.011459 + Penalty 3222.590517 = -2337866.420942
  nChanged 1374
		SP:Iteration 7F (15556.510000 sec): 3 clusters
  Score: Raw -2342185.001937 + Penalty 3222.590517 = -2338962.411420
  nChanged 1082
		SP:Iteration 8F (15556.560000 sec): 3 clusters
  Score: Raw -2343051.810140 + Penalty 3222.590517 = -2339829.219624
  nChanged 807
		SP:Iteration 9Q (15556.610000 sec): 3 clusters
  Score: Raw -2343692.513360 + Penalty 3222.590517 = -2340469.922843
  nChanged 557
		SP:Iteration 10Q (15556.670000 sec): 3 clusters
  Score: Raw -2344128.169034 + Penalty 3222.590517 = -2340905.578517
  nChanged 377
		SP:Iteration 11Q (15556.720000 sec): 3 clusters
  Score: Raw -2344417.087932 + Penalty 3222.590517 = -2341194.497415
  nChanged 284
		SP:Iteration 12Q (15556.770000 sec): 3 clusters
  Score: Raw -2344634.835600 + Penalty 3222.590517 = -2341412.245083
  nChanged 188
		SP:Iteration 13Q (15556.810000 sec): 3 clusters
  Score: Raw -2344764.855318 + Penalty 3222.590517 = -2341542.264802
  nChanged 145
		SP:Iteration 14Q (15556.850000 sec): 3 clusters
  Score: Raw -2344854.846234 + Penalty 3222.590517 = -2341632.255717
  nChanged 97
		SP:Iteration 15Q (15556.900000 sec): 3 clusters
  Score: Raw -2344918.142651 + Penalty 3222.590517 = -2341695.552134
  nChanged 78
		SP:Iteration 16Q (15556.940000 sec): 3 clusters
  Score: Raw -2344977.074469 + Penalty 3222.590517 = -2341754.483953
  nChanged 74
		SP:Iteration 17Q (15556.980000 sec): 3 clusters
  Score: Raw -2345030.170722 + Penalty 3222.590517 = -2341807.580206
  nChanged 58
		SP:Iteration 18Q (15557.020000 sec): 3 clusters
  Score: Raw -2345066.085732 + Penalty 3222.590517 = -2341843.495216
  nChanged 43
		SP:Iteration 19Q (15557.060000 sec): 3 clusters
  Score: Raw -2345097.173747 + Penalty 3222.590517 = -2341874.583230
  nChanged 30
		SP:Iteration 20F (15557.110000 sec): 3 clusters
  Score: Raw -2345118.107082 + Penalty 3222.590517 = -2341895.516565
  nChanged 24
		SP:Iteration 21Q (15557.160000 sec): 3 clusters
  Score: Raw -2345132.006714 + Penalty 3222.590517 = -2341909.416197
  nChanged 17
		SP:Iteration 22Q (15557.200000 sec): 3 clusters
  Score: Raw -2345141.914935 + Penalty 3222.590517 = -2341919.324419
  nChanged 15
		SP:Iteration 23Q (15557.240000 sec): 3 clusters
  Score: Raw -2345155.134976 + Penalty 3222.590517 = -2341932.544459
  nChanged 21
		SP:Iteration 24Q (15557.280000 sec): 3 clusters
  Score: Raw -2345171.960490 + Penalty 3222.590517 = -2341949.369974
  nChanged 11
		SP:Iteration 25Q (15557.320000 sec): 3 clusters
  Score: Raw -2345180.619843 + Penalty 3222.590517 = -2341958.029326
  nChanged 7
		SP:Iteration 26Q (15557.360000 sec): 3 clusters
  Score: Raw -2345185.982545 + Penalty 3222.590517 = -2341963.392029
  nChanged 7
		SP:Iteration 27Q (15557.400000 sec): 3 clusters
  Score: Raw -2345190.142777 + Penalty 3222.590517 = -2341967.552261
  nChanged 3
		SP:Iteration 28Q (15557.430000 sec): 3 clusters
  Score: Raw -2345192.591621 + Penalty 3222.590517 = -2341970.001104
  nChanged 6
		SP:Iteration 29Q (15557.470000 sec): 3 clusters
  Score: Raw -2345196.717023 + Penalty 3222.590517 = -2341974.126506
  nChanged 3
		SP:Iteration 30Q (15557.510000 sec): 3 clusters
  Score: Raw -2345198.212766 + Penalty 3222.590517 = -2341975.622249
  nChanged 4
		SP:Iteration 31Q (15557.550000 sec): 3 clusters
  Score: Raw -2345200.753148 + Penalty 3222.590517 = -2341978.162632
  nChanged 5
		SP:Iteration 32Q (15557.590000 sec): 3 clusters
  Score: Raw -2345205.434440 + Penalty 3222.590517 = -2341982.843923
  nChanged 8
		SP:Iteration 33Q (15557.630000 sec): 3 clusters
  Score: Raw -2345209.851747 + Penalty 3222.590517 = -2341987.261230
  nChanged 7
		SP:Iteration 34Q (15557.660000 sec): 3 clusters
  Score: Raw -2345215.922939 + Penalty 3222.590517 = -2341993.332422
  nChanged 6
		SP:Iteration 35Q (15557.700000 sec): 3 clusters
  Score: Raw -2345219.849651 + Penalty 3222.590517 = -2341997.259134
  nChanged 4
		SP:Iteration 36Q (15557.740000 sec): 3 clusters
  Score: Raw -2345222.772560 + Penalty 3222.590517 = -2342000.182044
  nChanged 4
		SP:Iteration 37Q (15557.780000 sec): 3 clusters
  Score: Raw -2345225.045267 + Penalty 3222.590517 = -2342002.454750
  nChanged 2
		SP:Iteration 38Q (15557.820000 sec): 3 clusters
  Score: Raw -2345225.882732 + Penalty 3222.590517 = -2342003.292216
  nChanged 1
		SP:Iteration 39Q (15557.860000 sec): 3 clusters
  Score: Raw -2345226.124318 + Penalty 3222.590517 = -2342003.533801
  nChanged 0
		SP:Iteration 40F (15557.910000 sec): 3 clusters
  Score: Raw -2345226.124318 + Penalty 3222.590517 = -2342003.533801
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15557.950000 sec): 2 clusters
  Score: Raw -1257496.215311 + Penalty 1505.426887 = -1255990.788424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15557.980000 sec): 3 clusters
  Score: Raw -1251488.810652 + Penalty 3010.853774 = -1248477.956878
  nChanged 4591
		SP:Iteration 1F (15558.000000 sec): 3 clusters
  Score: Raw -1253889.652585 + Penalty 3010.853774 = -1250878.798811
  nChanged 573
		SP:Iteration 2F (15558.030000 sec): 3 clusters
  Score: Raw -1254096.541896 + Penalty 3010.853774 = -1251085.688121
  nChanged 479
		SP:Iteration 3Q (15558.060000 sec): 3 clusters
  Score: Raw -1254276.786734 + Penalty 3010.853774 = -1251265.932960
  nChanged 438
		SP:Iteration 4Q (15558.080000 sec): 3 clusters
  Score: Raw -1254454.290385 + Penalty 3010.853774 = -1251443.436611
  nChanged 463
		SP:Iteration 5Q (15558.110000 sec): 3 clusters
  Score: Raw -1254671.449500 + Penalty 3010.853774 = -1251660.595726
  nChanged 499
		SP:Iteration 6Q (15558.140000 sec): 3 clusters
  Score: Raw -1254957.370564 + Penalty 3010.853774 = -1251946.516790
  nChanged 583
		SP:Iteration 7F (15558.170000 sec): 3 clusters
  Score: Raw -1255356.931306 + Penalty 3010.853774 = -1252346.077532
  nChanged 628
		SP:Iteration 8F (15558.190000 sec): 3 clusters
  Score: Raw -1255855.706372 + Penalty 3010.853774 = -1252844.852598
  nChanged 611
		SP:Iteration 9F (15558.220000 sec): 3 clusters
  Score: Raw -1256407.224762 + Penalty 3010.853774 = -1253396.370988
  nChanged 507
		SP:Iteration 10Q (15558.250000 sec): 3 clusters
  Score: Raw -1256844.288898 + Penalty 3010.853774 = -1253833.435124
  nChanged 394
		SP:Iteration 11Q (15558.280000 sec): 3 clusters
  Score: Raw -1257179.419617 + Penalty 3010.853774 = -1254168.565843
  nChanged 297
		SP:Iteration 12Q (15558.300000 sec): 3 clusters
  Score: Raw -1257411.322207 + Penalty 3010.853774 = -1254400.468433
  nChanged 227
		SP:Iteration 13Q (15558.320000 sec): 3 clusters
  Score: Raw -1257567.444446 + Penalty 3010.853774 = -1254556.590672
  nChanged 151
		SP:Iteration 14Q (15558.350000 sec): 3 clusters
  Score: Raw -1257657.152188 + Penalty 3010.853774 = -1254646.298414
  nChanged 105
		SP:Iteration 15Q (15558.370000 sec): 3 clusters
  Score: Raw -1257712.925016 + Penalty 3010.853774 = -1254702.071242
  nChanged 95
		SP:Iteration 16Q (15558.400000 sec): 3 clusters
  Score: Raw -1257755.081699 + Penalty 3010.853774 = -1254744.227925
  nChanged 67
		SP:Iteration 17Q (15558.420000 sec): 3 clusters
  Score: Raw -1257783.963780 + Penalty 3010.853774 = -1254773.110006
  nChanged 56
		SP:Iteration 18Q (15558.440000 sec): 3 clusters
  Score: Raw -1257806.660550 + Penalty 3010.853774 = -1254795.806776
  nChanged 58
		SP:Iteration 19Q (15558.460000 sec): 3 clusters
  Score: Raw -1257831.658303 + Penalty 3010.853774 = -1254820.804529
  nChanged 51
		SP:Iteration 20F (15558.490000 sec): 3 clusters
  Score: Raw -1257848.773328 + Penalty 3010.853774 = -1254837.919554
  nChanged 41
		SP:Iteration 21Q (15558.520000 sec): 3 clusters
  Score: Raw -1257862.511658 + Penalty 3010.853774 = -1254851.657884
  nChanged 40
		SP:Iteration 22Q (15558.540000 sec): 3 clusters
  Score: Raw -1257875.732446 + Penalty 3010.853774 = -1254864.878672
  nChanged 28
		SP:Iteration 23Q (15558.560000 sec): 3 clusters
  Score: Raw -1257887.749912 + Penalty 3010.853774 = -1254876.896138
  nChanged 32
		SP:Iteration 24Q (15558.580000 sec): 3 clusters
  Score: Raw -1257900.144451 + Penalty 3010.853774 = -1254889.290677
  nChanged 36
		SP:Iteration 25Q (15558.600000 sec): 3 clusters
  Score: Raw -1257914.126375 + Penalty 3010.853774 = -1254903.272601
  nChanged 32
		SP:Iteration 26Q (15558.630000 sec): 3 clusters
  Score: Raw -1257927.932933 + Penalty 3010.853774 = -1254917.079159
  nChanged 30
		SP:Iteration 27Q (15558.650000 sec): 3 clusters
  Score: Raw -1257939.640838 + Penalty 3010.853774 = -1254928.787064
  nChanged 26
		SP:Iteration 28Q (15558.670000 sec): 3 clusters
  Score: Raw -1257951.719228 + Penalty 3010.853774 = -1254940.865453
  nChanged 35
		SP:Iteration 29Q (15558.690000 sec): 3 clusters
  Score: Raw -1257967.313888 + Penalty 3010.853774 = -1254956.460114
  nChanged 25
		SP:Iteration 30Q (15558.710000 sec): 3 clusters
  Score: Raw -1257977.025832 + Penalty 3010.853774 = -1254966.172058
  nChanged 22
		SP:Iteration 31Q (15558.740000 sec): 3 clusters
  Score: Raw -1257987.273348 + Penalty 3010.853774 = -1254976.419574
  nChanged 20
		SP:Iteration 32Q (15558.760000 sec): 3 clusters
  Score: Raw -1257996.234510 + Penalty 3010.853774 = -1254985.380736
  nChanged 20
		SP:Iteration 33Q (15558.780000 sec): 3 clusters
  Score: Raw -1258003.881756 + Penalty 3010.853774 = -1254993.027982
  nChanged 11
		SP:Iteration 34Q (15558.800000 sec): 3 clusters
  Score: Raw -1258007.687735 + Penalty 3010.853774 = -1254996.833961
  nChanged 8
		SP:Iteration 35Q (15558.820000 sec): 3 clusters
  Score: Raw -1258010.671361 + Penalty 3010.853774 = -1254999.817587
  nChanged 10
		SP:Iteration 36Q (15558.840000 sec): 3 clusters
  Score: Raw -1258014.818704 + Penalty 3010.853774 = -1255003.964930
  nChanged 14
		SP:Iteration 37Q (15558.860000 sec): 3 clusters
  Score: Raw -1258019.688037 + Penalty 3010.853774 = -1255008.834263
  nChanged 14
		SP:Iteration 38Q (15558.880000 sec): 3 clusters
  Score: Raw -1258025.271880 + Penalty 3010.853774 = -1255014.418106
  nChanged 19
		SP:Iteration 39Q (15558.900000 sec): 3 clusters
  Score: Raw -1258034.738515 + Penalty 3010.853774 = -1255023.884741
  nChanged 17
		SP:Iteration 40F (15558.930000 sec): 3 clusters
  Score: Raw -1258042.284265 + Penalty 3010.853774 = -1255031.430491
  nChanged 20
		SP:Iteration 41Q (15558.950000 sec): 3 clusters
  Score: Raw -1258052.132158 + Penalty 3010.853774 = -1255041.278384
  nChanged 19
		SP:Iteration 42Q (15558.970000 sec): 3 clusters
  Score: Raw -1258060.091506 + Penalty 3010.853774 = -1255049.237732
  nChanged 10
		SP:Iteration 43Q (15558.990000 sec): 3 clusters
  Score: Raw -1258064.912355 + Penalty 3010.853774 = -1255054.058581
  nChanged 11
		SP:Iteration 44Q (15559.010000 sec): 3 clusters
  Score: Raw -1258070.628619 + Penalty 3010.853774 = -1255059.774845
  nChanged 9
		SP:Iteration 45Q (15559.030000 sec): 3 clusters
  Score: Raw -1258074.164946 + Penalty 3010.853774 = -1255063.311172
  nChanged 6
		SP:Iteration 46Q (15559.050000 sec): 3 clusters
  Score: Raw -1258076.037637 + Penalty 3010.853774 = -1255065.183863
  nChanged 2
		SP:Iteration 47Q (15559.070000 sec): 3 clusters
  Score: Raw -1258076.485103 + Penalty 3010.853774 = -1255065.631329
  nChanged 6
		SP:Iteration 48Q (15559.090000 sec): 3 clusters
  Score: Raw -1258079.727063 + Penalty 3010.853774 = -1255068.873288
  nChanged 8
		SP:Iteration 49Q (15559.110000 sec): 3 clusters
  Score: Raw -1258083.200879 + Penalty 3010.853774 = -1255072.347105
  nChanged 8
		SP:Iteration 50Q (15559.130000 sec): 3 clusters
  Score: Raw -1258085.790141 + Penalty 3010.853774 = -1255074.936366
  nChanged 9
		SP:Iteration 51Q (15559.150000 sec): 3 clusters
  Score: Raw -1258089.298519 + Penalty 3010.853774 = -1255078.444745
  nChanged 5
		SP:Iteration 52Q (15559.170000 sec): 3 clusters
  Score: Raw -1258091.143673 + Penalty 3010.853774 = -1255080.289899
  nChanged 9
		SP:Iteration 53Q (15559.190000 sec): 3 clusters
  Score: Raw -1258096.123058 + Penalty 3010.853774 = -1255085.269284
  nChanged 13
		SP:Iteration 54Q (15559.210000 sec): 3 clusters
  Score: Raw -1258101.895188 + Penalty 3010.853774 = -1255091.041414
  nChanged 9
		SP:Iteration 55Q (15559.230000 sec): 3 clusters
  Score: Raw -1258106.161772 + Penalty 3010.853774 = -1255095.307998
  nChanged 10
		SP:Iteration 56Q (15559.250000 sec): 3 clusters
  Score: Raw -1258111.172890 + Penalty 3010.853774 = -1255100.319116
  nChanged 11
		SP:Iteration 57Q (15559.270000 sec): 3 clusters
  Score: Raw -1258118.156346 + Penalty 3010.853774 = -1255107.302572
  nChanged 6
		SP:Iteration 58Q (15559.290000 sec): 3 clusters
  Score: Raw -1258121.039688 + Penalty 3010.853774 = -1255110.185914
  nChanged 10
		SP:Iteration 59Q (15559.310000 sec): 3 clusters
  Score: Raw -1258126.042624 + Penalty 3010.853774 = -1255115.188850
  nChanged 11
		SP:Iteration 60F (15559.340000 sec): 3 clusters
  Score: Raw -1258129.940718 + Penalty 3010.853774 = -1255119.086944
  nChanged 8
		SP:Iteration 61Q (15559.360000 sec): 3 clusters
  Score: Raw -1258134.788931 + Penalty 3010.853774 = -1255123.935156
  nChanged 7
		SP:Iteration 62Q (15559.380000 sec): 3 clusters
  Score: Raw -1258137.927824 + Penalty 3010.853774 = -1255127.074050
  nChanged 4
		SP:Iteration 63Q (15559.400000 sec): 3 clusters
  Score: Raw -1258139.899658 + Penalty 3010.853774 = -1255129.045883
  nChanged 8
		SP:Iteration 64Q (15559.420000 sec): 3 clusters
  Score: Raw -1258142.795460 + Penalty 3010.853774 = -1255131.941686
  nChanged 4
		SP:Iteration 65Q (15559.440000 sec): 3 clusters
  Score: Raw -1258145.117135 + Penalty 3010.853774 = -1255134.263361
  nChanged 2
		SP:Iteration 66Q (15559.460000 sec): 3 clusters
  Score: Raw -1258146.965103 + Penalty 3010.853774 = -1255136.111329
  nChanged 5
		SP:Iteration 67Q (15559.480000 sec): 3 clusters
  Score: Raw -1258149.662987 + Penalty 3010.853774 = -1255138.809213
  nChanged 6
		SP:Iteration 68Q (15559.500000 sec): 3 clusters
  Score: Raw -1258151.271153 + Penalty 3010.853774 = -1255140.417378
  nChanged 4
		SP:Iteration 69Q (15559.520000 sec): 3 clusters
  Score: Raw -1258152.799285 + Penalty 3010.853774 = -1255141.945510
  nChanged 0
		SP:Iteration 70F (15559.540000 sec): 3 clusters
  Score: Raw -1258152.799285 + Penalty 3010.853774 = -1255141.945510
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15559.560000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15559.570000 sec): 3 clusters
  Score: Raw -363928.930363 + Penalty 2628.083339 = -361300.847023
  nChanged 1254
		SP:Iteration 1F (15559.580000 sec): 3 clusters
  Score: Raw -364681.614249 + Penalty 2628.083339 = -362053.530909
  nChanged 272
		SP:Iteration 2F (15559.580000 sec): 3 clusters
  Score: Raw -364885.120505 + Penalty 2628.083339 = -362257.037165
  nChanged 206
		SP:Iteration 3F (15559.590000 sec): 3 clusters
  Score: Raw -365023.509658 + Penalty 2628.083339 = -362395.426319
  nChanged 168
		SP:Iteration 4F (15559.600000 sec): 3 clusters
  Score: Raw -365158.776573 + Penalty 2628.083339 = -362530.693234
  nChanged 155
		SP:Iteration 5Q (15559.610000 sec): 3 clusters
  Score: Raw -365297.635859 + Penalty 2628.083339 = -362669.552520
  nChanged 143
		SP:Iteration 6Q (15559.620000 sec): 3 clusters
  Score: Raw -365442.034714 + Penalty 2628.083339 = -362813.951375
  nChanged 161
		SP:Iteration 7Q (15559.620000 sec): 3 clusters
  Score: Raw -365617.473359 + Penalty 2628.083339 = -362989.390019
  nChanged 157
		SP:Iteration 8Q (15559.630000 sec): 3 clusters
  Score: Raw -365809.513038 + Penalty 2628.083339 = -363181.429699
  nChanged 148
		SP:Iteration 9Q (15559.640000 sec): 3 clusters
  Score: Raw -365985.404930 + Penalty 2628.083339 = -363357.321590
  nChanged 121
		SP:Iteration 10Q (15559.650000 sec): 3 clusters
  Score: Raw -366124.216087 + Penalty 2628.083339 = -363496.132748
  nChanged 98
		SP:Iteration 11Q (15559.650000 sec): 3 clusters
  Score: Raw -366214.347108 + Penalty 2628.083339 = -363586.263769
  nChanged 53
		SP:Iteration 12Q (15559.660000 sec): 3 clusters
  Score: Raw -366249.041868 + Penalty 2628.083339 = -363620.958528
  nChanged 32
		SP:Iteration 13Q (15559.670000 sec): 3 clusters
  Score: Raw -366263.289911 + Penalty 2628.083339 = -363635.206571
  nChanged 19
		SP:Iteration 14Q (15559.680000 sec): 3 clusters
  Score: Raw -366270.627797 + Penalty 2628.083339 = -363642.544458
  nChanged 13
		SP:Iteration 15Q (15559.680000 sec): 3 clusters
  Score: Raw -366275.853328 + Penalty 2628.083339 = -363647.769989
  nChanged 9
		SP:Iteration 16Q (15559.690000 sec): 3 clusters
  Score: Raw -366279.870669 + Penalty 2628.083339 = -363651.787330
  nChanged 10
		SP:Iteration 17Q (15559.700000 sec): 3 clusters
  Score: Raw -366284.614519 + Penalty 2628.083339 = -363656.531180
  nChanged 7
		SP:Iteration 18Q (15559.700000 sec): 3 clusters
  Score: Raw -366286.845133 + Penalty 2628.083339 = -363658.761793
  nChanged 4
		SP:Iteration 19Q (15559.710000 sec): 3 clusters
  Score: Raw -366288.224324 + Penalty 2628.083339 = -363660.140985
  nChanged 3
		SP:Iteration 20F (15559.720000 sec): 3 clusters
  Score: Raw -366289.207476 + Penalty 2628.083339 = -363661.124137
  nChanged 2
		SP:Iteration 21Q (15559.720000 sec): 3 clusters
  Score: Raw -366289.551765 + Penalty 2628.083339 = -363661.468426
  nChanged 0
		SP:Iteration 22F (15559.730000 sec): 3 clusters
  Score: Raw -366289.551765 + Penalty 2628.083339 = -363661.468426
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15559.890000 sec): 2 clusters
  Score: Raw -5891624.959246 + Penalty 1756.567660 = -5889868.391586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15560.030000 sec): 3 clusters
  Score: Raw -5860324.095435 + Penalty 3513.135320 = -5856810.960116
  nChanged 23130
		SP:Iteration 1F (15560.160000 sec): 3 clusters
  Score: Raw -5873349.842053 + Penalty 3513.135320 = -5869836.706733
  nChanged 1896
		SP:Iteration 2Q (15560.300000 sec): 3 clusters
  Score: Raw -5873883.554861 + Penalty 3513.135320 = -5870370.419541
  nChanged 1985
		SP:Iteration 3Q (15560.440000 sec): 3 clusters
  Score: Raw -5874480.274738 + Penalty 3513.135320 = -5870967.139418
  nChanged 2115
		SP:Iteration 4Q (15560.580000 sec): 3 clusters
  Score: Raw -5875204.239646 + Penalty 3513.135320 = -5871691.104326
  nChanged 2336
		SP:Iteration 5Q (15560.710000 sec): 3 clusters
  Score: Raw -5876124.750609 + Penalty 3513.135320 = -5872611.615289
  nChanged 2523
		SP:Iteration 6F (15560.850000 sec): 3 clusters
  Score: Raw -5877262.423304 + Penalty 3513.135320 = -5873749.287984
  nChanged 2675
		SP:Iteration 7F (15560.980000 sec): 3 clusters
  Score: Raw -5878650.932305 + Penalty 3513.135320 = -5875137.796985
  nChanged 2878
		SP:Iteration 8F (15561.120000 sec): 3 clusters
  Score: Raw -5880388.351914 + Penalty 3513.135320 = -5876875.216594
  nChanged 2922
		SP:Iteration 9F (15561.260000 sec): 3 clusters
  Score: Raw -5882354.588952 + Penalty 3513.135320 = -5878841.453632
  nChanged 2733
		SP:Iteration 10F (15561.390000 sec): 3 clusters
  Score: Raw -5884408.884182 + Penalty 3513.135320 = -5880895.748863
  nChanged 2562
		SP:Iteration 11F (15561.520000 sec): 3 clusters
  Score: Raw -5886592.888467 + Penalty 3513.135320 = -5883079.753148
  nChanged 2209
		SP:Iteration 12Q (15561.660000 sec): 3 clusters
  Score: Raw -5888634.875580 + Penalty 3513.135320 = -5885121.740260
  nChanged 1608
		SP:Iteration 13Q (15561.780000 sec): 3 clusters
  Score: Raw -5890136.171457 + Penalty 3513.135320 = -5886623.036138
  nChanged 945
		SP:Iteration 14Q (15561.900000 sec): 3 clusters
  Score: Raw -5891008.774623 + Penalty 3513.135320 = -5887495.639304
  nChanged 472
		SP:Iteration 15Q (15562.000000 sec): 3 clusters
  Score: Raw -5891423.895328 + Penalty 3513.135320 = -5887910.760008
  nChanged 227
		SP:Iteration 16Q (15562.100000 sec): 3 clusters
  Score: Raw -5891613.917906 + Penalty 3513.135320 = -5888100.782586
  nChanged 115
		SP:Iteration 17Q (15562.200000 sec): 3 clusters
  Score: Raw -5891720.159100 + Penalty 3513.135320 = -5888207.023780
  nChanged 66
		SP:Iteration 18Q (15562.300000 sec): 3 clusters
  Score: Raw -5891777.305242 + Penalty 3513.135320 = -5888264.169922
  nChanged 43
		SP:Iteration 19Q (15562.390000 sec): 3 clusters
  Score: Raw -5891814.116475 + Penalty 3513.135320 = -5888300.981156
  nChanged 38
		SP:Iteration 20F (15562.520000 sec): 3 clusters
  Score: Raw -5891853.245132 + Penalty 3513.135320 = -5888340.109813
  nChanged 23
		SP:Iteration 21Q (15562.620000 sec): 3 clusters
  Score: Raw -5891873.561077 + Penalty 3513.135320 = -5888360.425758
  nChanged 19
		SP:Iteration 22Q (15562.710000 sec): 3 clusters
  Score: Raw -5891887.939996 + Penalty 3513.135320 = -5888374.804677
  nChanged 17
		SP:Iteration 23Q (15562.810000 sec): 3 clusters
  Score: Raw -5891901.926477 + Penalty 3513.135320 = -5888388.791157
  nChanged 10
		SP:Iteration 24Q (15562.900000 sec): 3 clusters
  Score: Raw -5891908.985214 + Penalty 3513.135320 = -5888395.849895
  nChanged 10
		SP:Iteration 25Q (15562.990000 sec): 3 clusters
  Score: Raw -5891914.110649 + Penalty 3513.135320 = -5888400.975329
  nChanged 11
		SP:Iteration 26Q (15563.080000 sec): 3 clusters
  Score: Raw -5891920.660874 + Penalty 3513.135320 = -5888407.525555
  nChanged 10
		SP:Iteration 27Q (15563.180000 sec): 3 clusters
  Score: Raw -5891926.433386 + Penalty 3513.135320 = -5888413.298066
  nChanged 7
		SP:Iteration 28Q (15563.270000 sec): 3 clusters
  Score: Raw -5891933.480099 + Penalty 3513.135320 = -5888420.344780
  nChanged 7
		SP:Iteration 29Q (15563.360000 sec): 3 clusters
  Score: Raw -5891939.661712 + Penalty 3513.135320 = -5888426.526392
  nChanged 3
		SP:Iteration 30Q (15563.450000 sec): 3 clusters
  Score: Raw -5891942.056257 + Penalty 3513.135320 = -5888428.920937
  nChanged 3
		SP:Iteration 31Q (15563.540000 sec): 3 clusters
  Score: Raw -5891943.998390 + Penalty 3513.135320 = -5888430.863071
  nChanged 4
		SP:Iteration 32Q (15563.640000 sec): 3 clusters
  Score: Raw -5891946.288098 + Penalty 3513.135320 = -5888433.152778
  nChanged 5
		SP:Iteration 33Q (15563.730000 sec): 3 clusters
  Score: Raw -5891949.138252 + Penalty 3513.135320 = -5888436.002933
  nChanged 2
		SP:Iteration 34Q (15563.820000 sec): 3 clusters
  Score: Raw -5891952.080092 + Penalty 3513.135320 = -5888438.944773
  nChanged 4
		SP:Iteration 35Q (15563.910000 sec): 3 clusters
  Score: Raw -5891953.934309 + Penalty 3513.135320 = -5888440.798989
  nChanged 4
		SP:Iteration 36Q (15564.000000 sec): 3 clusters
  Score: Raw -5891957.768013 + Penalty 3513.135320 = -5888444.632693
  nChanged 4
		SP:Iteration 37Q (15564.090000 sec): 3 clusters
  Score: Raw -5891961.989523 + Penalty 3513.135320 = -5888448.854204
  nChanged 4
		SP:Iteration 38Q (15564.180000 sec): 3 clusters
  Score: Raw -5891964.031654 + Penalty 3513.135320 = -5888450.896335
  nChanged 3
		SP:Iteration 39Q (15564.280000 sec): 3 clusters
  Score: Raw -5891966.981937 + Penalty 3513.135320 = -5888453.846618
  nChanged 2
		SP:Iteration 40F (15564.410000 sec): 3 clusters
  Score: Raw -5891968.176190 + Penalty 3513.135320 = -5888455.040870
  nChanged 1
		SP:Iteration 41Q (15564.500000 sec): 3 clusters
  Score: Raw -5891968.753284 + Penalty 3513.135320 = -5888455.617964
  nChanged 2
		SP:Iteration 42Q (15564.600000 sec): 3 clusters
  Score: Raw -5891970.055694 + Penalty 3513.135320 = -5888456.920375
  nChanged 3
		SP:Iteration 43Q (15564.690000 sec): 3 clusters
  Score: Raw -5891974.267037 + Penalty 3513.135320 = -5888461.131717
  nChanged 0
		SP:Iteration 44F (15564.820000 sec): 3 clusters
  Score: Raw -5891974.267037 + Penalty 3513.135320 = -5888461.131717
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15564.870000 sec): 2 clusters
  Score: Raw -1219649.354961 + Penalty 1505.026033 = -1218144.328928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15564.900000 sec): 3 clusters
  Score: Raw -1213607.842655 + Penalty 3010.052066 = -1210597.790589
  nChanged 4556
		SP:Iteration 1F (15564.920000 sec): 3 clusters
  Score: Raw -1216099.020631 + Penalty 3010.052066 = -1213088.968565
  nChanged 682
		SP:Iteration 2F (15564.950000 sec): 3 clusters
  Score: Raw -1216441.461977 + Penalty 3010.052066 = -1213431.409911
  nChanged 619
		SP:Iteration 3F (15564.980000 sec): 3 clusters
  Score: Raw -1216763.434012 + Penalty 3010.052066 = -1213753.381946
  nChanged 617
		SP:Iteration 4F (15565.000000 sec): 3 clusters
  Score: Raw -1217138.095726 + Penalty 3010.052066 = -1214128.043660
  nChanged 645
		SP:Iteration 5F (15565.030000 sec): 3 clusters
  Score: Raw -1217589.064745 + Penalty 3010.052066 = -1214579.012679
  nChanged 674
		SP:Iteration 6F (15565.060000 sec): 3 clusters
  Score: Raw -1218113.443990 + Penalty 3010.052066 = -1215103.391925
  nChanged 605
		SP:Iteration 7F (15565.080000 sec): 3 clusters
  Score: Raw -1218631.408950 + Penalty 3010.052066 = -1215621.356884
  nChanged 503
		SP:Iteration 8Q (15565.110000 sec): 3 clusters
  Score: Raw -1219056.605025 + Penalty 3010.052066 = -1216046.552959
  nChanged 357
		SP:Iteration 9Q (15565.140000 sec): 3 clusters
  Score: Raw -1219374.031356 + Penalty 3010.052066 = -1216363.979290
  nChanged 225
		SP:Iteration 10Q (15565.160000 sec): 3 clusters
  Score: Raw -1219588.040860 + Penalty 3010.052066 = -1216577.988794
  nChanged 125
		SP:Iteration 11Q (15565.180000 sec): 3 clusters
  Score: Raw -1219711.163362 + Penalty 3010.052066 = -1216701.111296
  nChanged 68
		SP:Iteration 12Q (15565.210000 sec): 3 clusters
  Score: Raw -1219779.275254 + Penalty 3010.052066 = -1216769.223188
  nChanged 31
		SP:Iteration 13Q (15565.230000 sec): 3 clusters
  Score: Raw -1219805.027303 + Penalty 3010.052066 = -1216794.975237
  nChanged 21
		SP:Iteration 14Q (15565.250000 sec): 3 clusters
  Score: Raw -1219822.029536 + Penalty 3010.052066 = -1216811.977470
  nChanged 9
		SP:Iteration 15Q (15565.270000 sec): 3 clusters
  Score: Raw -1219831.900048 + Penalty 3010.052066 = -1216821.847982
  nChanged 11
		SP:Iteration 16Q (15565.300000 sec): 3 clusters
  Score: Raw -1219843.575014 + Penalty 3010.052066 = -1216833.522948
  nChanged 12
		SP:Iteration 17Q (15565.320000 sec): 3 clusters
  Score: Raw -1219854.043072 + Penalty 3010.052066 = -1216843.991006
  nChanged 10
		SP:Iteration 18Q (15565.340000 sec): 3 clusters
  Score: Raw -1219868.301732 + Penalty 3010.052066 = -1216858.249666
  nChanged 11
		SP:Iteration 19Q (15565.360000 sec): 3 clusters
  Score: Raw -1219885.858834 + Penalty 3010.052066 = -1216875.806768
  nChanged 8
		SP:Iteration 20F (15565.380000 sec): 3 clusters
  Score: Raw -1219899.112853 + Penalty 3010.052066 = -1216889.060787
  nChanged 8
		SP:Iteration 21Q (15565.400000 sec): 3 clusters
  Score: Raw -1219908.174224 + Penalty 3010.052066 = -1216898.122159
  nChanged 4
		SP:Iteration 22Q (15565.420000 sec): 3 clusters
  Score: Raw -1219913.548312 + Penalty 3010.052066 = -1216903.496246
  nChanged 4
		SP:Iteration 23Q (15565.440000 sec): 3 clusters
  Score: Raw -1219918.116305 + Penalty 3010.052066 = -1216908.064239
  nChanged 3
		SP:Iteration 24Q (15565.460000 sec): 3 clusters
  Score: Raw -1219920.956570 + Penalty 3010.052066 = -1216910.904504
  nChanged 1
		SP:Iteration 25Q (15565.490000 sec): 3 clusters
  Score: Raw -1219923.750399 + Penalty 3010.052066 = -1216913.698333
  nChanged 3
		SP:Iteration 26Q (15565.510000 sec): 3 clusters
  Score: Raw -1219928.588216 + Penalty 3010.052066 = -1216918.536150
  nChanged 2
		SP:Iteration 27Q (15565.530000 sec): 3 clusters
  Score: Raw -1219930.301959 + Penalty 3010.052066 = -1216920.249893
  nChanged 1
		SP:Iteration 28Q (15565.550000 sec): 3 clusters
  Score: Raw -1219930.854457 + Penalty 3010.052066 = -1216920.802391
  nChanged 0
		SP:Iteration 29F (15565.570000 sec): 3 clusters
  Score: Raw -1219930.854457 + Penalty 3010.052066 = -1216920.802391
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15565.590000 sec): 2 clusters
  Score: Raw -194697.304572 + Penalty 1215.110690 = -193482.193883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15565.590000 sec): 3 clusters
  Score: Raw -193985.087679 + Penalty 2430.221379 = -191554.866300
  nChanged 612
		SP:Iteration 1F (15565.600000 sec): 3 clusters
  Score: Raw -194460.481956 + Penalty 2430.221379 = -192030.260577
  nChanged 148
		SP:Iteration 2F (15565.600000 sec): 3 clusters
  Score: Raw -194623.206404 + Penalty 2430.221379 = -192192.985025
  nChanged 113
		SP:Iteration 3F (15565.600000 sec): 3 clusters
  Score: Raw -194737.162824 + Penalty 2430.221379 = -192306.941445
  nChanged 79
		SP:Iteration 4Q (15565.610000 sec): 3 clusters
  Score: Raw -194818.130129 + Penalty 2430.221379 = -192387.908750
  nChanged 67
		SP:Iteration 5Q (15565.610000 sec): 3 clusters
  Score: Raw -194883.570044 + Penalty 2430.221379 = -192453.348665
  nChanged 47
		SP:Iteration 6Q (15565.620000 sec): 3 clusters
  Score: Raw -194926.454055 + Penalty 2430.221379 = -192496.232676
  nChanged 32
		SP:Iteration 7Q (15565.620000 sec): 3 clusters
  Score: Raw -194945.645872 + Penalty 2430.221379 = -192515.424493
  nChanged 24
		SP:Iteration 8Q (15565.630000 sec): 3 clusters
  Score: Raw -194963.299174 + Penalty 2430.221379 = -192533.077795
  nChanged 19
		SP:Iteration 9Q (15565.630000 sec): 3 clusters
  Score: Raw -194974.000913 + Penalty 2430.221379 = -192543.779534
  nChanged 16
		SP:Iteration 10Q (15565.640000 sec): 3 clusters
  Score: Raw -194981.737369 + Penalty 2430.221379 = -192551.515990
  nChanged 14
		SP:Iteration 11Q (15565.640000 sec): 3 clusters
  Score: Raw -194989.681311 + Penalty 2430.221379 = -192559.459931
  nChanged 14
		SP:Iteration 12Q (15565.640000 sec): 3 clusters
  Score: Raw -194998.381515 + Penalty 2430.221379 = -192568.160136
  nChanged 15
		SP:Iteration 13Q (15565.650000 sec): 3 clusters
  Score: Raw -195008.456280 + Penalty 2430.221379 = -192578.234901
  nChanged 12
		SP:Iteration 14Q (15565.650000 sec): 3 clusters
  Score: Raw -195016.157502 + Penalty 2430.221379 = -192585.936123
  nChanged 10
		SP:Iteration 15Q (15565.660000 sec): 3 clusters
  Score: Raw -195021.577842 + Penalty 2430.221379 = -192591.356463
  nChanged 9
		SP:Iteration 16Q (15565.660000 sec): 3 clusters
  Score: Raw -195026.272549 + Penalty 2430.221379 = -192596.051170
  nChanged 7
		SP:Iteration 17Q (15565.660000 sec): 3 clusters
  Score: Raw -195029.438738 + Penalty 2430.221379 = -192599.217359
  nChanged 3
		SP:Iteration 18Q (15565.670000 sec): 3 clusters
  Score: Raw -195031.472815 + Penalty 2430.221379 = -192601.251436
  nChanged 5
		SP:Iteration 19Q (15565.670000 sec): 3 clusters
  Score: Raw -195034.655973 + Penalty 2430.221379 = -192604.434594
  nChanged 5
		SP:Iteration 20F (15565.680000 sec): 3 clusters
  Score: Raw -195037.171844 + Penalty 2430.221379 = -192606.950465
  nChanged 4
		SP:Iteration 21Q (15565.680000 sec): 3 clusters
  Score: Raw -195039.497180 + Penalty 2430.221379 = -192609.275801
  nChanged 4
		SP:Iteration 22Q (15565.680000 sec): 3 clusters
  Score: Raw -195041.554766 + Penalty 2430.221379 = -192611.333387
  nChanged 6
		SP:Iteration 23Q (15565.690000 sec): 3 clusters
  Score: Raw -195046.972498 + Penalty 2430.221379 = -192616.751119
  nChanged 6
		SP:Iteration 24Q (15565.690000 sec): 3 clusters
  Score: Raw -195052.376938 + Penalty 2430.221379 = -192622.155559
  nChanged 9
		SP:Iteration 25Q (15565.700000 sec): 3 clusters
  Score: Raw -195056.028951 + Penalty 2430.221379 = -192625.807572
  nChanged 8
		SP:Iteration 26Q (15565.700000 sec): 3 clusters
  Score: Raw -195059.663045 + Penalty 2430.221379 = -192629.441666
  nChanged 5
		SP:Iteration 27Q (15565.700000 sec): 3 clusters
  Score: Raw -195062.516722 + Penalty 2430.221379 = -192632.295343
  nChanged 9
		SP:Iteration 28Q (15565.710000 sec): 3 clusters
  Score: Raw -195067.697355 + Penalty 2430.221379 = -192637.475976
  nChanged 1
		SP:Iteration 29Q (15565.710000 sec): 3 clusters
  Score: Raw -195068.015362 + Penalty 2430.221379 = -192637.793983
  nChanged 1
		SP:Iteration 30Q (15565.720000 sec): 3 clusters
  Score: Raw -195068.267678 + Penalty 2430.221379 = -192638.046299
  nChanged 1
		SP:Iteration 31Q (15565.720000 sec): 3 clusters
  Score: Raw -195068.525530 + Penalty 2430.221379 = -192638.304151
  nChanged 0
		SP:Iteration 32F (15565.730000 sec): 3 clusters
  Score: Raw -195068.525530 + Penalty 2430.221379 = -192638.304151
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (26257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15565.810000 sec): 2 clusters
  Score: Raw -3037713.229153 + Penalty 1653.549284 = -3036059.679869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15565.880000 sec): 3 clusters
  Score: Raw -3021659.391939 + Penalty 3307.098567 = -3018352.293372
  nChanged 11996
		SP:Iteration 1F (15565.950000 sec): 3 clusters
  Score: Raw -3028485.066559 + Penalty 3307.098567 = -3025177.967992
  nChanged 1391
		SP:Iteration 2F (15566.020000 sec): 3 clusters
  Score: Raw -3029139.208374 + Penalty 3307.098567 = -3025832.109806
  nChanged 1539
		SP:Iteration 3F (15566.090000 sec): 3 clusters
  Score: Raw -3030050.988445 + Penalty 3307.098567 = -3026743.889878
  nChanged 1760
		SP:Iteration 4F (15566.160000 sec): 3 clusters
  Score: Raw -3031339.506615 + Penalty 3307.098567 = -3028032.408047
  nChanged 1845
		SP:Iteration 5F (15566.230000 sec): 3 clusters
  Score: Raw -3032852.425284 + Penalty 3307.098567 = -3029545.326717
  nChanged 1761
		SP:Iteration 6F (15566.300000 sec): 3 clusters
  Score: Raw -3034391.476790 + Penalty 3307.098567 = -3031084.378222
  nChanged 1489
		SP:Iteration 7F (15566.370000 sec): 3 clusters
  Score: Raw -3035719.585433 + Penalty 3307.098567 = -3032412.486866
  nChanged 1051
		SP:Iteration 8Q (15566.440000 sec): 3 clusters
  Score: Raw -3036621.597353 + Penalty 3307.098567 = -3033314.498785
  nChanged 673
		SP:Iteration 9Q (15566.500000 sec): 3 clusters
  Score: Raw -3037174.731563 + Penalty 3307.098567 = -3033867.632996
  nChanged 395
		SP:Iteration 10Q (15566.560000 sec): 3 clusters
  Score: Raw -3037484.894181 + Penalty 3307.098567 = -3034177.795614
  nChanged 219
		SP:Iteration 11Q (15566.620000 sec): 3 clusters
  Score: Raw -3037645.199294 + Penalty 3307.098567 = -3034338.100727
  nChanged 110
		SP:Iteration 12Q (15566.680000 sec): 3 clusters
  Score: Raw -3037738.139886 + Penalty 3307.098567 = -3034431.041319
  nChanged 85
		SP:Iteration 13Q (15566.730000 sec): 3 clusters
  Score: Raw -3037806.996953 + Penalty 3307.098567 = -3034499.898385
  nChanged 48
		SP:Iteration 14Q (15566.790000 sec): 3 clusters
  Score: Raw -3037848.327656 + Penalty 3307.098567 = -3034541.229089
  nChanged 42
		SP:Iteration 15Q (15566.840000 sec): 3 clusters
  Score: Raw -3037892.237181 + Penalty 3307.098567 = -3034585.138614
  nChanged 33
		SP:Iteration 16Q (15566.890000 sec): 3 clusters
  Score: Raw -3037931.175491 + Penalty 3307.098567 = -3034624.076923
  nChanged 23
		SP:Iteration 17Q (15566.940000 sec): 3 clusters
  Score: Raw -3037950.023423 + Penalty 3307.098567 = -3034642.924855
  nChanged 17
		SP:Iteration 18Q (15567.000000 sec): 3 clusters
  Score: Raw -3037966.341920 + Penalty 3307.098567 = -3034659.243353
  nChanged 9
		SP:Iteration 19Q (15567.050000 sec): 3 clusters
  Score: Raw -3037973.353303 + Penalty 3307.098567 = -3034666.254736
  nChanged 6
		SP:Iteration 20F (15567.120000 sec): 3 clusters
  Score: Raw -3037979.869462 + Penalty 3307.098567 = -3034672.770895
  nChanged 9
		SP:Iteration 21Q (15567.170000 sec): 3 clusters
  Score: Raw -3037989.482091 + Penalty 3307.098567 = -3034682.383523
  nChanged 6
		SP:Iteration 22Q (15567.220000 sec): 3 clusters
  Score: Raw -3037993.968072 + Penalty 3307.098567 = -3034686.869505
  nChanged 1
		SP:Iteration 23Q (15567.270000 sec): 3 clusters
  Score: Raw -3037994.553907 + Penalty 3307.098567 = -3034687.455340
  nChanged 0
		SP:Iteration 24F (15567.340000 sec): 3 clusters
  Score: Raw -3037994.553907 + Penalty 3307.098567 = -3034687.455340
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15567.380000 sec): 2 clusters
  Score: Raw -1469375.223291 + Penalty 1547.552134 = -1467827.671157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15567.420000 sec): 3 clusters
  Score: Raw -1461403.414456 + Penalty 3095.104269 = -1458308.310187
  nChanged 5986
		SP:Iteration 1F (15567.460000 sec): 3 clusters
  Score: Raw -1464806.123450 + Penalty 3095.104269 = -1461711.019181
  nChanged 902
		SP:Iteration 2F (15567.490000 sec): 3 clusters
  Score: Raw -1465260.816026 + Penalty 3095.104269 = -1462165.711757
  nChanged 779
		SP:Iteration 3F (15567.530000 sec): 3 clusters
  Score: Raw -1465698.378153 + Penalty 3095.104269 = -1462603.273884
  nChanged 810
		SP:Iteration 4F (15567.560000 sec): 3 clusters
  Score: Raw -1466201.725853 + Penalty 3095.104269 = -1463106.621585
  nChanged 786
		SP:Iteration 5F (15567.600000 sec): 3 clusters
  Score: Raw -1466716.059412 + Penalty 3095.104269 = -1463620.955143
  nChanged 719
		SP:Iteration 6F (15567.630000 sec): 3 clusters
  Score: Raw -1467192.779012 + Penalty 3095.104269 = -1464097.674743
  nChanged 656
		SP:Iteration 7Q (15567.670000 sec): 3 clusters
  Score: Raw -1467610.475460 + Penalty 3095.104269 = -1464515.371191
  nChanged 609
		SP:Iteration 8Q (15567.700000 sec): 3 clusters
  Score: Raw -1467953.442204 + Penalty 3095.104269 = -1464858.337935
  nChanged 531
		SP:Iteration 9Q (15567.740000 sec): 3 clusters
  Score: Raw -1468216.130108 + Penalty 3095.104269 = -1465121.025839
  nChanged 434
		SP:Iteration 10Q (15567.770000 sec): 3 clusters
  Score: Raw -1468445.315444 + Penalty 3095.104269 = -1465350.211175
  nChanged 364
		SP:Iteration 11Q (15567.810000 sec): 3 clusters
  Score: Raw -1468616.553937 + Penalty 3095.104269 = -1465521.449668
  nChanged 314
		SP:Iteration 12Q (15567.840000 sec): 3 clusters
  Score: Raw -1468755.758389 + Penalty 3095.104269 = -1465660.654120
  nChanged 256
		SP:Iteration 13Q (15567.880000 sec): 3 clusters
  Score: Raw -1468874.865580 + Penalty 3095.104269 = -1465779.761311
  nChanged 264
		SP:Iteration 14Q (15567.910000 sec): 3 clusters
  Score: Raw -1469019.272953 + Penalty 3095.104269 = -1465924.168684
  nChanged 238
		SP:Iteration 15Q (15567.940000 sec): 3 clusters
  Score: Raw -1469138.644374 + Penalty 3095.104269 = -1466043.540105
  nChanged 219
		SP:Iteration 16Q (15567.980000 sec): 3 clusters
  Score: Raw -1469246.329604 + Penalty 3095.104269 = -1466151.225335
  nChanged 232
		SP:Iteration 17Q (15568.010000 sec): 3 clusters
  Score: Raw -1469363.162470 + Penalty 3095.104269 = -1466268.058201
  nChanged 217
		SP:Iteration 18Q (15568.040000 sec): 3 clusters
  Score: Raw -1469469.189817 + Penalty 3095.104269 = -1466374.085548
  nChanged 205
		SP:Iteration 19Q (15568.080000 sec): 3 clusters
  Score: Raw -1469568.630762 + Penalty 3095.104269 = -1466473.526493
  nChanged 208
		SP:Iteration 20F (15568.110000 sec): 3 clusters
  Score: Raw -1469671.131831 + Penalty 3095.104269 = -1466576.027562
  nChanged 196
		SP:Iteration 21Q (15568.140000 sec): 3 clusters
  Score: Raw -1469765.328434 + Penalty 3095.104269 = -1466670.224165
  nChanged 163
		SP:Iteration 22Q (15568.180000 sec): 3 clusters
  Score: Raw -1469845.333834 + Penalty 3095.104269 = -1466750.229565
  nChanged 140
		SP:Iteration 23Q (15568.210000 sec): 3 clusters
  Score: Raw -1469916.114937 + Penalty 3095.104269 = -1466821.010668
  nChanged 131
		SP:Iteration 24Q (15568.240000 sec): 3 clusters
  Score: Raw -1469985.221227 + Penalty 3095.104269 = -1466890.116958
  nChanged 133
		SP:Iteration 25Q (15568.270000 sec): 3 clusters
  Score: Raw -1470059.864652 + Penalty 3095.104269 = -1466964.760383
  nChanged 111
		SP:Iteration 26Q (15568.300000 sec): 3 clusters
  Score: Raw -1470120.839453 + Penalty 3095.104269 = -1467025.735184
  nChanged 93
		SP:Iteration 27Q (15568.330000 sec): 3 clusters
  Score: Raw -1470164.526485 + Penalty 3095.104269 = -1467069.422216
  nChanged 82
		SP:Iteration 28Q (15568.360000 sec): 3 clusters
  Score: Raw -1470197.627663 + Penalty 3095.104269 = -1467102.523394
  nChanged 58
		SP:Iteration 29Q (15568.390000 sec): 3 clusters
  Score: Raw -1470222.261629 + Penalty 3095.104269 = -1467127.157360
  nChanged 53
		SP:Iteration 30Q (15568.420000 sec): 3 clusters
  Score: Raw -1470249.090421 + Penalty 3095.104269 = -1467153.986152
  nChanged 43
		SP:Iteration 31Q (15568.440000 sec): 3 clusters
  Score: Raw -1470275.390220 + Penalty 3095.104269 = -1467180.285951
  nChanged 50
		SP:Iteration 32Q (15568.470000 sec): 3 clusters
  Score: Raw -1470294.323625 + Penalty 3095.104269 = -1467199.219356
  nChanged 28
		SP:Iteration 33Q (15568.500000 sec): 3 clusters
  Score: Raw -1470304.363297 + Penalty 3095.104269 = -1467209.259028
  nChanged 19
		SP:Iteration 34Q (15568.530000 sec): 3 clusters
  Score: Raw -1470309.724810 + Penalty 3095.104269 = -1467214.620541
  nChanged 12
		SP:Iteration 35Q (15568.560000 sec): 3 clusters
  Score: Raw -1470312.113966 + Penalty 3095.104269 = -1467217.009697
  nChanged 12
		SP:Iteration 36Q (15568.590000 sec): 3 clusters
  Score: Raw -1470315.176509 + Penalty 3095.104269 = -1467220.072240
  nChanged 8
		SP:Iteration 37Q (15568.620000 sec): 3 clusters
  Score: Raw -1470318.127367 + Penalty 3095.104269 = -1467223.023098
  nChanged 5
		SP:Iteration 38Q (15568.640000 sec): 3 clusters
  Score: Raw -1470319.789224 + Penalty 3095.104269 = -1467224.684955
  nChanged 5
		SP:Iteration 39Q (15568.670000 sec): 3 clusters
  Score: Raw -1470320.864110 + Penalty 3095.104269 = -1467225.759841
  nChanged 1
		SP:Iteration 40F (15568.710000 sec): 3 clusters
  Score: Raw -1470321.011931 + Penalty 3095.104269 = -1467225.907662
  nChanged 1
		SP:Iteration 41Q (15568.740000 sec): 3 clusters
  Score: Raw -1470321.243801 + Penalty 3095.104269 = -1467226.139532
  nChanged 2
		SP:Iteration 42Q (15568.760000 sec): 3 clusters
  Score: Raw -1470321.600094 + Penalty 3095.104269 = -1467226.495825
  nChanged 4
		SP:Iteration 43Q (15568.790000 sec): 3 clusters
  Score: Raw -1470322.499422 + Penalty 3095.104269 = -1467227.395153
  nChanged 3
		SP:Iteration 44Q (15568.820000 sec): 3 clusters
  Score: Raw -1470323.327300 + Penalty 3095.104269 = -1467228.223031
  nChanged 3
		SP:Iteration 45Q (15568.850000 sec): 3 clusters
  Score: Raw -1470323.941009 + Penalty 3095.104269 = -1467228.836740
  nChanged 4
		SP:Iteration 46Q (15568.880000 sec): 3 clusters
  Score: Raw -1470325.040863 + Penalty 3095.104269 = -1467229.936594
  nChanged 4
		SP:Iteration 47Q (15568.910000 sec): 3 clusters
  Score: Raw -1470326.098433 + Penalty 3095.104269 = -1467230.994164
  nChanged 4
		SP:Iteration 48Q (15568.940000 sec): 3 clusters
  Score: Raw -1470328.013360 + Penalty 3095.104269 = -1467232.909091
  nChanged 6
		SP:Iteration 49Q (15568.960000 sec): 3 clusters
  Score: Raw -1470331.714895 + Penalty 3095.104269 = -1467236.610626
  nChanged 12
		SP:Iteration 50Q (15568.990000 sec): 3 clusters
  Score: Raw -1470336.139439 + Penalty 3095.104269 = -1467241.035170
  nChanged 8
		SP:Iteration 51Q (15569.020000 sec): 3 clusters
  Score: Raw -1470340.197978 + Penalty 3095.104269 = -1467245.093709
  nChanged 6
		SP:Iteration 52Q (15569.050000 sec): 3 clusters
  Score: Raw -1470342.054489 + Penalty 3095.104269 = -1467246.950220
  nChanged 8
		SP:Iteration 53Q (15569.080000 sec): 3 clusters
  Score: Raw -1470344.581239 + Penalty 3095.104269 = -1467249.476970
  nChanged 6
		SP:Iteration 54Q (15569.100000 sec): 3 clusters
  Score: Raw -1470346.733641 + Penalty 3095.104269 = -1467251.629372
  nChanged 7
		SP:Iteration 55Q (15569.130000 sec): 3 clusters
  Score: Raw -1470348.477674 + Penalty 3095.104269 = -1467253.373405
  nChanged 4
		SP:Iteration 56Q (15569.160000 sec): 3 clusters
  Score: Raw -1470349.766617 + Penalty 3095.104269 = -1467254.662348
  nChanged 5
		SP:Iteration 57Q (15569.190000 sec): 3 clusters
  Score: Raw -1470350.945957 + Penalty 3095.104269 = -1467255.841688
  nChanged 3
		SP:Iteration 58Q (15569.220000 sec): 3 clusters
  Score: Raw -1470352.273704 + Penalty 3095.104269 = -1467257.169435
  nChanged 5
		SP:Iteration 59Q (15569.240000 sec): 3 clusters
  Score: Raw -1470353.344833 + Penalty 3095.104269 = -1467258.240564
  nChanged 7
		SP:Iteration 60F (15569.280000 sec): 3 clusters
  Score: Raw -1470357.155543 + Penalty 3095.104269 = -1467262.051274
  nChanged 10
		SP:Iteration 61Q (15569.310000 sec): 3 clusters
  Score: Raw -1470362.476910 + Penalty 3095.104269 = -1467267.372641
  nChanged 10
		SP:Iteration 62Q (15569.340000 sec): 3 clusters
  Score: Raw -1470367.056272 + Penalty 3095.104269 = -1467271.952003
  nChanged 11
		SP:Iteration 63Q (15569.360000 sec): 3 clusters
  Score: Raw -1470375.759276 + Penalty 3095.104269 = -1467280.655007
  nChanged 20
		SP:Iteration 64Q (15569.390000 sec): 3 clusters
  Score: Raw -1470388.751735 + Penalty 3095.104269 = -1467293.647466
  nChanged 24
		SP:Iteration 65Q (15569.420000 sec): 3 clusters
  Score: Raw -1470406.217097 + Penalty 3095.104269 = -1467311.112828
  nChanged 24
		SP:Iteration 66Q (15569.450000 sec): 3 clusters
  Score: Raw -1470419.345495 + Penalty 3095.104269 = -1467324.241226
  nChanged 18
		SP:Iteration 67Q (15569.480000 sec): 3 clusters
  Score: Raw -1470428.933655 + Penalty 3095.104269 = -1467333.829386
  nChanged 14
		SP:Iteration 68Q (15569.500000 sec): 3 clusters
  Score: Raw -1470439.512533 + Penalty 3095.104269 = -1467344.408264
  nChanged 13
		SP:Iteration 69Q (15569.530000 sec): 3 clusters
  Score: Raw -1470448.104601 + Penalty 3095.104269 = -1467353.000332
  nChanged 10
		SP:Iteration 70Q (15569.560000 sec): 3 clusters
  Score: Raw -1470451.911468 + Penalty 3095.104269 = -1467356.807199
  nChanged 2
		SP:Iteration 71Q (15569.590000 sec): 3 clusters
  Score: Raw -1470452.609657 + Penalty 3095.104269 = -1467357.505388
  nChanged 2
		SP:Iteration 72Q (15569.620000 sec): 3 clusters
  Score: Raw -1470453.073072 + Penalty 3095.104269 = -1467357.968803
  nChanged 1
		SP:Iteration 73Q (15569.640000 sec): 3 clusters
  Score: Raw -1470453.507988 + Penalty 3095.104269 = -1467358.403719
  nChanged 1
		SP:Iteration 74Q (15569.670000 sec): 3 clusters
  Score: Raw -1470453.888040 + Penalty 3095.104269 = -1467358.783771
  nChanged 1
		SP:Iteration 75Q (15569.700000 sec): 3 clusters
  Score: Raw -1470454.088389 + Penalty 3095.104269 = -1467358.984120
  nChanged 0
		SP:Iteration 76F (15569.730000 sec): 3 clusters
  Score: Raw -1470454.088389 + Penalty 3095.104269 = -1467358.984120
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15569.770000 sec): 2 clusters
  Score: Raw -1562616.882782 + Penalty 1546.921158 = -1561069.961624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15569.800000 sec): 3 clusters
  Score: Raw -1554715.642461 + Penalty 3093.842316 = -1551621.800144
  nChanged 6021
		SP:Iteration 1F (15569.840000 sec): 3 clusters
  Score: Raw -1558041.430130 + Penalty 3093.842316 = -1554947.587813
  nChanged 701
		SP:Iteration 2F (15569.870000 sec): 3 clusters
  Score: Raw -1558288.084469 + Penalty 3093.842316 = -1555194.242153
  nChanged 593
		SP:Iteration 3Q (15569.910000 sec): 3 clusters
  Score: Raw -1558500.802257 + Penalty 3093.842316 = -1555406.959940
  nChanged 579
		SP:Iteration 4Q (15569.940000 sec): 3 clusters
  Score: Raw -1558745.809779 + Penalty 3093.842316 = -1555651.967462
  nChanged 608
		SP:Iteration 5Q (15569.980000 sec): 3 clusters
  Score: Raw -1559034.482754 + Penalty 3093.842316 = -1555940.640438
  nChanged 725
		SP:Iteration 6F (15570.010000 sec): 3 clusters
  Score: Raw -1559451.507556 + Penalty 3093.842316 = -1556357.665240
  nChanged 827
		SP:Iteration 7F (15570.050000 sec): 3 clusters
  Score: Raw -1560021.527497 + Penalty 3093.842316 = -1556927.685181
  nChanged 920
		SP:Iteration 8F (15570.080000 sec): 3 clusters
  Score: Raw -1560777.928190 + Penalty 3093.842316 = -1557684.085873
  nChanged 839
		SP:Iteration 9F (15570.120000 sec): 3 clusters
  Score: Raw -1561548.477888 + Penalty 3093.842316 = -1558454.635571
  nChanged 621
		SP:Iteration 10Q (15570.150000 sec): 3 clusters
  Score: Raw -1562109.377874 + Penalty 3093.842316 = -1559015.535557
  nChanged 352
		SP:Iteration 11Q (15570.180000 sec): 3 clusters
  Score: Raw -1562433.232427 + Penalty 3093.842316 = -1559339.390111
  nChanged 173
		SP:Iteration 12Q (15570.210000 sec): 3 clusters
  Score: Raw -1562591.312747 + Penalty 3093.842316 = -1559497.470431
  nChanged 84
		SP:Iteration 13Q (15570.240000 sec): 3 clusters
  Score: Raw -1562678.020545 + Penalty 3093.842316 = -1559584.178229
  nChanged 40
		SP:Iteration 14Q (15570.270000 sec): 3 clusters
  Score: Raw -1562720.584221 + Penalty 3093.842316 = -1559626.741904
  nChanged 25
		SP:Iteration 15Q (15570.300000 sec): 3 clusters
  Score: Raw -1562759.147483 + Penalty 3093.842316 = -1559665.305167
  nChanged 22
		SP:Iteration 16Q (15570.320000 sec): 3 clusters
  Score: Raw -1562790.179646 + Penalty 3093.842316 = -1559696.337329
  nChanged 12
		SP:Iteration 17Q (15570.350000 sec): 3 clusters
  Score: Raw -1562805.437989 + Penalty 3093.842316 = -1559711.595673
  nChanged 7
		SP:Iteration 18Q (15570.370000 sec): 3 clusters
  Score: Raw -1562813.446235 + Penalty 3093.842316 = -1559719.603918
  nChanged 6
		SP:Iteration 19Q (15570.400000 sec): 3 clusters
  Score: Raw -1562822.740527 + Penalty 3093.842316 = -1559728.898211
  nChanged 6
		SP:Iteration 20F (15570.430000 sec): 3 clusters
  Score: Raw -1562833.417313 + Penalty 3093.842316 = -1559739.574996
  nChanged 4
		SP:Iteration 21Q (15570.460000 sec): 3 clusters
  Score: Raw -1562837.029704 + Penalty 3093.842316 = -1559743.187388
  nChanged 2
		SP:Iteration 22Q (15570.490000 sec): 3 clusters
  Score: Raw -1562840.667050 + Penalty 3093.842316 = -1559746.824733
  nChanged 0
		SP:Iteration 23F (15570.520000 sec): 3 clusters
  Score: Raw -1562840.667050 + Penalty 3093.842316 = -1559746.824733
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15570.530000 sec): 2 clusters
  Score: Raw -121052.049696 + Penalty 1130.747864 = -119921.301832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15570.530000 sec): 3 clusters
  Score: Raw -120712.825247 + Penalty 2261.495728 = -118451.329519
  nChanged 310
		SP:Iteration 1F (15570.540000 sec): 3 clusters
  Score: Raw -120989.912740 + Penalty 2261.495728 = -118728.417012
  nChanged 81
		SP:Iteration 2F (15570.540000 sec): 3 clusters
  Score: Raw -121078.633594 + Penalty 2261.495728 = -118817.137866
  nChanged 46
		SP:Iteration 3Q (15570.540000 sec): 3 clusters
  Score: Raw -121132.595570 + Penalty 2261.495728 = -118871.099842
  nChanged 34
		SP:Iteration 4Q (15570.550000 sec): 3 clusters
  Score: Raw -121161.022362 + Penalty 2261.495728 = -118899.526634
  nChanged 16
		SP:Iteration 5Q (15570.550000 sec): 3 clusters
  Score: Raw -121172.560230 + Penalty 2261.495728 = -118911.064502
  nChanged 7
		SP:Iteration 6Q (15570.550000 sec): 3 clusters
  Score: Raw -121175.367870 + Penalty 2261.495728 = -118913.872142
  nChanged 3
		SP:Iteration 7Q (15570.550000 sec): 3 clusters
  Score: Raw -121177.285847 + Penalty 2261.495728 = -118915.790120
  nChanged 3
		SP:Iteration 8Q (15570.550000 sec): 3 clusters
  Score: Raw -121179.478673 + Penalty 2261.495728 = -118917.982945
  nChanged 1
		SP:Iteration 9Q (15570.560000 sec): 3 clusters
  Score: Raw -121179.682772 + Penalty 2261.495728 = -118918.187044
  nChanged 0
		SP:Iteration 10F (15570.560000 sec): 3 clusters
  Score: Raw -121179.682772 + Penalty 2261.495728 = -118918.187044
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15570.620000 sec): 2 clusters
  Score: Raw -2365504.631716 + Penalty 1614.254079 = -2363890.377637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15570.680000 sec): 3 clusters
  Score: Raw -2353158.754181 + Penalty 3228.508159 = -2349930.246023
  nChanged 9362
		SP:Iteration 1F (15570.730000 sec): 3 clusters
  Score: Raw -2358215.455806 + Penalty 3228.508159 = -2354986.947647
  nChanged 1053
		SP:Iteration 2F (15570.790000 sec): 3 clusters
  Score: Raw -2358631.604185 + Penalty 3228.508159 = -2355403.096026
  nChanged 1082
		SP:Iteration 3F (15570.840000 sec): 3 clusters
  Score: Raw -2359095.546148 + Penalty 3228.508159 = -2355867.037990
  nChanged 1165
		SP:Iteration 4F (15570.890000 sec): 3 clusters
  Score: Raw -2359676.643348 + Penalty 3228.508159 = -2356448.135189
  nChanged 1274
		SP:Iteration 5F (15570.950000 sec): 3 clusters
  Score: Raw -2360409.823783 + Penalty 3228.508159 = -2357181.315624
  nChanged 1291
		SP:Iteration 6F (15571.010000 sec): 3 clusters
  Score: Raw -2361271.685029 + Penalty 3228.508159 = -2358043.176870
  nChanged 1285
		SP:Iteration 7F (15571.060000 sec): 3 clusters
  Score: Raw -2362226.958172 + Penalty 3228.508159 = -2358998.450014
  nChanged 1194
		SP:Iteration 8F (15571.110000 sec): 3 clusters
  Score: Raw -2363142.838056 + Penalty 3228.508159 = -2359914.329897
  nChanged 983
		SP:Iteration 9Q (15571.170000 sec): 3 clusters
  Score: Raw -2363912.838192 + Penalty 3228.508159 = -2360684.330033
  nChanged 744
		SP:Iteration 10Q (15571.220000 sec): 3 clusters
  Score: Raw -2364496.539996 + Penalty 3228.508159 = -2361268.031838
  nChanged 584
		SP:Iteration 11Q (15571.270000 sec): 3 clusters
  Score: Raw -2364960.234729 + Penalty 3228.508159 = -2361731.726571
  nChanged 402
		SP:Iteration 12Q (15571.330000 sec): 3 clusters
  Score: Raw -2365251.418126 + Penalty 3228.508159 = -2362022.909968
  nChanged 269
		SP:Iteration 13Q (15571.370000 sec): 3 clusters
  Score: Raw -2365448.111828 + Penalty 3228.508159 = -2362219.603670
  nChanged 195
		SP:Iteration 14Q (15571.420000 sec): 3 clusters
  Score: Raw -2365583.984718 + Penalty 3228.508159 = -2362355.476559
  nChanged 122
		SP:Iteration 15Q (15571.460000 sec): 3 clusters
  Score: Raw -2365665.008635 + Penalty 3228.508159 = -2362436.500476
  nChanged 92
		SP:Iteration 16Q (15571.500000 sec): 3 clusters
  Score: Raw -2365710.295871 + Penalty 3228.508159 = -2362481.787712
  nChanged 51
		SP:Iteration 17Q (15571.550000 sec): 3 clusters
  Score: Raw -2365738.215312 + Penalty 3228.508159 = -2362509.707153
  nChanged 35
		SP:Iteration 18Q (15571.590000 sec): 3 clusters
  Score: Raw -2365755.662539 + Penalty 3228.508159 = -2362527.154381
  nChanged 23
		SP:Iteration 19Q (15571.630000 sec): 3 clusters
  Score: Raw -2365767.307500 + Penalty 3228.508159 = -2362538.799342
  nChanged 20
		SP:Iteration 20F (15571.680000 sec): 3 clusters
  Score: Raw -2365777.249923 + Penalty 3228.508159 = -2362548.741765
  nChanged 12
		SP:Iteration 21Q (15571.720000 sec): 3 clusters
  Score: Raw -2365785.897666 + Penalty 3228.508159 = -2362557.389508
  nChanged 10
		SP:Iteration 22Q (15571.760000 sec): 3 clusters
  Score: Raw -2365792.669517 + Penalty 3228.508159 = -2362564.161358
  nChanged 11
		SP:Iteration 23Q (15571.800000 sec): 3 clusters
  Score: Raw -2365799.609559 + Penalty 3228.508159 = -2362571.101400
  nChanged 15
		SP:Iteration 24Q (15571.840000 sec): 3 clusters
  Score: Raw -2365808.348053 + Penalty 3228.508159 = -2362579.839895
  nChanged 12
		SP:Iteration 25Q (15571.890000 sec): 3 clusters
  Score: Raw -2365815.735539 + Penalty 3228.508159 = -2362587.227380
  nChanged 13
		SP:Iteration 26Q (15571.930000 sec): 3 clusters
  Score: Raw -2365823.367160 + Penalty 3228.508159 = -2362594.859001
  nChanged 6
		SP:Iteration 27Q (15571.970000 sec): 3 clusters
  Score: Raw -2365827.135923 + Penalty 3228.508159 = -2362598.627764
  nChanged 5
		SP:Iteration 28Q (15572.010000 sec): 3 clusters
  Score: Raw -2365830.740489 + Penalty 3228.508159 = -2362602.232330
  nChanged 6
		SP:Iteration 29Q (15572.050000 sec): 3 clusters
  Score: Raw -2365833.569650 + Penalty 3228.508159 = -2362605.061492
  nChanged 5
		SP:Iteration 30Q (15572.090000 sec): 3 clusters
  Score: Raw -2365836.968973 + Penalty 3228.508159 = -2362608.460815
  nChanged 4
		SP:Iteration 31Q (15572.130000 sec): 3 clusters
  Score: Raw -2365838.703139 + Penalty 3228.508159 = -2362610.194981
  nChanged 0
		SP:Iteration 32F (15572.180000 sec): 3 clusters
  Score: Raw -2365838.703139 + Penalty 3228.508159 = -2362610.194981
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15572.190000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15572.190000 sec): 3 clusters
  Score: Raw -39115.153472 + Penalty 1915.680921 = -37199.472550
  nChanged 68
		SP:Iteration 1F (15572.200000 sec): 3 clusters
  Score: Raw -39242.438549 + Penalty 1915.680921 = -37326.757628
  nChanged 21
		SP:Iteration 2F (15572.200000 sec): 3 clusters
  Score: Raw -39281.942676 + Penalty 1915.680921 = -37366.261755
  nChanged 14
		SP:Iteration 3Q (15572.200000 sec): 3 clusters
  Score: Raw -39319.474647 + Penalty 1915.680921 = -37403.793726
  nChanged 7
		SP:Iteration 4Q (15572.200000 sec): 3 clusters
  Score: Raw -39335.444383 + Penalty 1915.680921 = -37419.763462
  nChanged 5
		SP:Iteration 5Q (15572.200000 sec): 3 clusters
  Score: Raw -39351.048345 + Penalty 1915.680921 = -37435.367424
  nChanged 7
		SP:Iteration 6Q (15572.200000 sec): 3 clusters
  Score: Raw -39394.786976 + Penalty 1915.680921 = -37479.106055
  nChanged 6
		SP:Iteration 7Q (15572.200000 sec): 3 clusters
  Score: Raw -39444.149664 + Penalty 1915.680921 = -37528.468743
  nChanged 8
		SP:Iteration 8Q (15572.200000 sec): 3 clusters
  Score: Raw -39528.173376 + Penalty 1915.680921 = -37612.492455
  nChanged 10
		SP:Iteration 9Q (15572.200000 sec): 3 clusters
  Score: Raw -39559.374914 + Penalty 1915.680921 = -37643.693993
  nChanged 11
		SP:Iteration 10Q (15572.210000 sec): 3 clusters
  Score: Raw -39594.874143 + Penalty 1915.680921 = -37679.193222
  nChanged 9
		SP:Iteration 11Q (15572.210000 sec): 3 clusters
  Score: Raw -39626.807096 + Penalty 1915.680921 = -37711.126175
  nChanged 7
		SP:Iteration 12Q (15572.210000 sec): 3 clusters
  Score: Raw -39654.192169 + Penalty 1915.680921 = -37738.511248
  nChanged 3
		SP:Iteration 13Q (15572.210000 sec): 3 clusters
  Score: Raw -39659.667706 + Penalty 1915.680921 = -37743.986785
  nChanged 2
		SP:Iteration 14Q (15572.210000 sec): 3 clusters
  Score: Raw -39662.169122 + Penalty 1915.680921 = -37746.488201
  nChanged 2
		SP:Iteration 15Q (15572.210000 sec): 3 clusters
  Score: Raw -39666.855343 + Penalty 1915.680921 = -37751.174421
  nChanged 4
		SP:Iteration 16Q (15572.210000 sec): 3 clusters
  Score: Raw -39690.123402 + Penalty 1915.680921 = -37774.442481
  nChanged 4
		SP:Iteration 17Q (15572.210000 sec): 3 clusters
  Score: Raw -39716.955512 + Penalty 1915.680921 = -37801.274591
  nChanged 7
		SP:Iteration 18Q (15572.210000 sec): 3 clusters
  Score: Raw -39753.338799 + Penalty 1915.680921 = -37837.657878
  nChanged 2
		SP:Iteration 19Q (15572.210000 sec): 3 clusters
  Score: Raw -39759.442902 + Penalty 1915.680921 = -37843.761981
  nChanged 2
		SP:Iteration 20F (15572.210000 sec): 3 clusters
  Score: Raw -39769.181365 + Penalty 1915.680921 = -37853.500444
  nChanged 3
		SP:Iteration 21Q (15572.210000 sec): 3 clusters
  Score: Raw -39781.665945 + Penalty 1915.680921 = -37865.985024
  nChanged 1
		SP:Iteration 22Q (15572.210000 sec): 3 clusters
  Score: Raw -39789.182486 + Penalty 1915.680921 = -37873.501565
  nChanged 1
		SP:Iteration 23Q (15572.210000 sec): 3 clusters
  Score: Raw -39791.969132 + Penalty 1915.680921 = -37876.288211
  nChanged 0
		SP:Iteration 24F (15572.210000 sec): 3 clusters
  Score: Raw -39791.969132 + Penalty 1915.680921 = -37876.288211
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (7238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15572.240000 sec): 2 clusters
  Score: Raw -847794.496075 + Penalty 1444.153783 = -846350.342292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15572.260000 sec): 3 clusters
  Score: Raw -843815.714825 + Penalty 2888.307566 = -840927.407258
  nChanged 3099
		SP:Iteration 1F (15572.280000 sec): 3 clusters
  Score: Raw -845490.251387 + Penalty 2888.307566 = -842601.943820
  nChanged 434
		SP:Iteration 2F (15572.290000 sec): 3 clusters
  Score: Raw -845666.874249 + Penalty 2888.307566 = -842778.566682
  nChanged 291
		SP:Iteration 3Q (15572.310000 sec): 3 clusters
  Score: Raw -845771.159449 + Penalty 2888.307566 = -842882.851883
  nChanged 251
		SP:Iteration 4Q (15572.330000 sec): 3 clusters
  Score: Raw -845851.458488 + Penalty 2888.307566 = -842963.150922
  nChanged 207
		SP:Iteration 5Q (15572.350000 sec): 3 clusters
  Score: Raw -845916.571872 + Penalty 2888.307566 = -843028.264305
  nChanged 174
		SP:Iteration 6Q (15572.370000 sec): 3 clusters
  Score: Raw -845967.534882 + Penalty 2888.307566 = -843079.227316
  nChanged 144
		SP:Iteration 7Q (15572.390000 sec): 3 clusters
  Score: Raw -846014.485809 + Penalty 2888.307566 = -843126.178243
  nChanged 153
		SP:Iteration 8Q (15572.400000 sec): 3 clusters
  Score: Raw -846065.044662 + Penalty 2888.307566 = -843176.737096
  nChanged 159
		SP:Iteration 9Q (15572.420000 sec): 3 clusters
  Score: Raw -846123.986354 + Penalty 2888.307566 = -843235.678788
  nChanged 177
		SP:Iteration 10Q (15572.440000 sec): 3 clusters
  Score: Raw -846201.954206 + Penalty 2888.307566 = -843313.646640
  nChanged 200
		SP:Iteration 11Q (15572.460000 sec): 3 clusters
  Score: Raw -846293.246401 + Penalty 2888.307566 = -843404.938835
  nChanged 223
		SP:Iteration 12Q (15572.470000 sec): 3 clusters
  Score: Raw -846403.116141 + Penalty 2888.307566 = -843514.808574
  nChanged 237
		SP:Iteration 13Q (15572.490000 sec): 3 clusters
  Score: Raw -846542.877994 + Penalty 2888.307566 = -843654.570428
  nChanged 290
		SP:Iteration 14Q (15572.510000 sec): 3 clusters
  Score: Raw -846727.323663 + Penalty 2888.307566 = -843839.016097
  nChanged 314
		SP:Iteration 15Q (15572.530000 sec): 3 clusters
  Score: Raw -846938.161149 + Penalty 2888.307566 = -844049.853583
  nChanged 345
		SP:Iteration 16Q (15572.550000 sec): 3 clusters
  Score: Raw -847181.318679 + Penalty 2888.307566 = -844293.011113
  nChanged 325
		SP:Iteration 17Q (15572.570000 sec): 3 clusters
  Score: Raw -847433.755823 + Penalty 2888.307566 = -844545.448256
  nChanged 300
		SP:Iteration 18Q (15572.580000 sec): 3 clusters
  Score: Raw -847652.981854 + Penalty 2888.307566 = -844764.674288
  nChanged 246
		SP:Iteration 19Q (15572.600000 sec): 3 clusters
  Score: Raw -847817.325747 + Penalty 2888.307566 = -844929.018180
  nChanged 197
		SP:Iteration 20F (15572.620000 sec): 3 clusters
  Score: Raw -847928.387836 + Penalty 2888.307566 = -845040.080270
  nChanged 145
		SP:Iteration 21Q (15572.630000 sec): 3 clusters
  Score: Raw -848010.158286 + Penalty 2888.307566 = -845121.850719
  nChanged 127
		SP:Iteration 22Q (15572.650000 sec): 3 clusters
  Score: Raw -848075.739053 + Penalty 2888.307566 = -845187.431487
  nChanged 108
		SP:Iteration 23Q (15572.670000 sec): 3 clusters
  Score: Raw -848125.925763 + Penalty 2888.307566 = -845237.618196
  nChanged 79
		SP:Iteration 24Q (15572.690000 sec): 3 clusters
  Score: Raw -848163.320158 + Penalty 2888.307566 = -845275.012592
  nChanged 73
		SP:Iteration 25Q (15572.700000 sec): 3 clusters
  Score: Raw -848199.425257 + Penalty 2888.307566 = -845311.117691
  nChanged 65
		SP:Iteration 26Q (15572.720000 sec): 3 clusters
  Score: Raw -848225.813778 + Penalty 2888.307566 = -845337.506212
  nChanged 48
		SP:Iteration 27Q (15572.730000 sec): 3 clusters
  Score: Raw -848240.262980 + Penalty 2888.307566 = -845351.955414
  nChanged 34
		SP:Iteration 28Q (15572.750000 sec): 3 clusters
  Score: Raw -848250.072926 + Penalty 2888.307566 = -845361.765360
  nChanged 29
		SP:Iteration 29Q (15572.770000 sec): 3 clusters
  Score: Raw -848257.889652 + Penalty 2888.307566 = -845369.582085
  nChanged 27
		SP:Iteration 30Q (15572.790000 sec): 3 clusters
  Score: Raw -848263.871803 + Penalty 2888.307566 = -845375.564237
  nChanged 26
		SP:Iteration 31Q (15572.800000 sec): 3 clusters
  Score: Raw -848269.226786 + Penalty 2888.307566 = -845380.919220
  nChanged 24
		SP:Iteration 32Q (15572.820000 sec): 3 clusters
  Score: Raw -848273.425434 + Penalty 2888.307566 = -845385.117867
  nChanged 21
		SP:Iteration 33Q (15572.830000 sec): 3 clusters
  Score: Raw -848277.660274 + Penalty 2888.307566 = -845389.352707
  nChanged 19
		SP:Iteration 34Q (15572.850000 sec): 3 clusters
  Score: Raw -848280.555705 + Penalty 2888.307566 = -845392.248138
  nChanged 11
		SP:Iteration 35Q (15572.870000 sec): 3 clusters
  Score: Raw -848282.436418 + Penalty 2888.307566 = -845394.128852
  nChanged 9
		SP:Iteration 36Q (15572.880000 sec): 3 clusters
  Score: Raw -848284.030304 + Penalty 2888.307566 = -845395.722738
  nChanged 9
		SP:Iteration 37Q (15572.900000 sec): 3 clusters
  Score: Raw -848285.720437 + Penalty 2888.307566 = -845397.412870
  nChanged 8
		SP:Iteration 38Q (15572.920000 sec): 3 clusters
  Score: Raw -848286.817576 + Penalty 2888.307566 = -845398.510010
  nChanged 5
		SP:Iteration 39Q (15572.930000 sec): 3 clusters
  Score: Raw -848287.459260 + Penalty 2888.307566 = -845399.151694
  nChanged 2
		SP:Iteration 40F (15572.950000 sec): 3 clusters
  Score: Raw -848287.581336 + Penalty 2888.307566 = -845399.273770
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15572.970000 sec): 2 clusters
  Score: Raw -439665.990279 + Penalty 1358.245184 = -438307.745095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15572.980000 sec): 3 clusters
  Score: Raw -437465.672880 + Penalty 2716.490367 = -434749.182513
  nChanged 1671
		SP:Iteration 1F (15572.990000 sec): 3 clusters
  Score: Raw -438573.427424 + Penalty 2716.490367 = -435856.937057
  nChanged 419
		SP:Iteration 2F (15573.000000 sec): 3 clusters
  Score: Raw -439023.613421 + Penalty 2716.490367 = -436307.123054
  nChanged 391
		SP:Iteration 3F (15573.010000 sec): 3 clusters
  Score: Raw -439440.643366 + Penalty 2716.490367 = -436724.152999
  nChanged 319
		SP:Iteration 4F (15573.020000 sec): 3 clusters
  Score: Raw -439749.822821 + Penalty 2716.490367 = -437033.332454
  nChanged 248
		SP:Iteration 5F (15573.030000 sec): 3 clusters
  Score: Raw -439954.102414 + Penalty 2716.490367 = -437237.612047
  nChanged 198
		SP:Iteration 6Q (15573.040000 sec): 3 clusters
  Score: Raw -440102.075469 + Penalty 2716.490367 = -437385.585101
  nChanged 152
		SP:Iteration 7Q (15573.050000 sec): 3 clusters
  Score: Raw -440197.087763 + Penalty 2716.490367 = -437480.597396
  nChanged 108
		SP:Iteration 8Q (15573.060000 sec): 3 clusters
  Score: Raw -440243.055535 + Penalty 2716.490367 = -437526.565168
  nChanged 59
		SP:Iteration 9Q (15573.070000 sec): 3 clusters
  Score: Raw -440265.894934 + Penalty 2716.490367 = -437549.404567
  nChanged 43
		SP:Iteration 10Q (15573.080000 sec): 3 clusters
  Score: Raw -440281.190489 + Penalty 2716.490367 = -437564.700122
  nChanged 33
		SP:Iteration 11Q (15573.090000 sec): 3 clusters
  Score: Raw -440292.503577 + Penalty 2716.490367 = -437576.013210
  nChanged 31
		SP:Iteration 12Q (15573.100000 sec): 3 clusters
  Score: Raw -440300.487727 + Penalty 2716.490367 = -437583.997360
  nChanged 16
		SP:Iteration 13Q (15573.110000 sec): 3 clusters
  Score: Raw -440304.935971 + Penalty 2716.490367 = -437588.445604
  nChanged 15
		SP:Iteration 14Q (15573.130000 sec): 3 clusters
  Score: Raw -440308.222900 + Penalty 2716.490367 = -437591.732532
  nChanged 15
		SP:Iteration 15Q (15573.130000 sec): 3 clusters
  Score: Raw -440313.374549 + Penalty 2716.490367 = -437596.884182
  nChanged 20
		SP:Iteration 16Q (15573.150000 sec): 3 clusters
  Score: Raw -440320.068949 + Penalty 2716.490367 = -437603.578582
  nChanged 19
		SP:Iteration 17Q (15573.150000 sec): 3 clusters
  Score: Raw -440327.873095 + Penalty 2716.490367 = -437611.382728
  nChanged 18
		SP:Iteration 18Q (15573.170000 sec): 3 clusters
  Score: Raw -440334.886375 + Penalty 2716.490367 = -437618.396008
  nChanged 22
		SP:Iteration 19Q (15573.170000 sec): 3 clusters
  Score: Raw -440342.789431 + Penalty 2716.490367 = -437626.299064
  nChanged 16
		SP:Iteration 20F (15573.190000 sec): 3 clusters
  Score: Raw -440347.150862 + Penalty 2716.490367 = -437630.660495
  nChanged 11
		SP:Iteration 21Q (15573.200000 sec): 3 clusters
  Score: Raw -440349.652579 + Penalty 2716.490367 = -437633.162212
  nChanged 13
		SP:Iteration 22Q (15573.210000 sec): 3 clusters
  Score: Raw -440354.255282 + Penalty 2716.490367 = -437637.764915
  nChanged 9
		SP:Iteration 23Q (15573.220000 sec): 3 clusters
  Score: Raw -440356.357340 + Penalty 2716.490367 = -437639.866973
  nChanged 9
		SP:Iteration 24Q (15573.230000 sec): 3 clusters
  Score: Raw -440358.508807 + Penalty 2716.490367 = -437642.018440
  nChanged 6
		SP:Iteration 25Q (15573.240000 sec): 3 clusters
  Score: Raw -440360.100838 + Penalty 2716.490367 = -437643.610471
  nChanged 5
		SP:Iteration 26Q (15573.250000 sec): 3 clusters
  Score: Raw -440361.039656 + Penalty 2716.490367 = -437644.549289
  nChanged 4
		SP:Iteration 27Q (15573.260000 sec): 3 clusters
  Score: Raw -440361.934705 + Penalty 2716.490367 = -437645.444338
  nChanged 4
		SP:Iteration 28Q (15573.270000 sec): 3 clusters
  Score: Raw -440362.719395 + Penalty 2716.490367 = -437646.229028
  nChanged 6
		SP:Iteration 29Q (15573.280000 sec): 3 clusters
  Score: Raw -440364.314573 + Penalty 2716.490367 = -437647.824205
  nChanged 6
		SP:Iteration 30Q (15573.290000 sec): 3 clusters
  Score: Raw -440365.535108 + Penalty 2716.490367 = -437649.044740
  nChanged 8
		SP:Iteration 31Q (15573.300000 sec): 3 clusters
  Score: Raw -440367.187233 + Penalty 2716.490367 = -437650.696866
  nChanged 3
		SP:Iteration 32Q (15573.310000 sec): 3 clusters
  Score: Raw -440368.162360 + Penalty 2716.490367 = -437651.671993
  nChanged 3
		SP:Iteration 33Q (15573.320000 sec): 3 clusters
  Score: Raw -440369.453461 + Penalty 2716.490367 = -437652.963094
  nChanged 5
		SP:Iteration 34Q (15573.330000 sec): 3 clusters
  Score: Raw -440370.819269 + Penalty 2716.490367 = -437654.328902
  nChanged 7
		SP:Iteration 35Q (15573.340000 sec): 3 clusters
  Score: Raw -440372.121970 + Penalty 2716.490367 = -437655.631603
  nChanged 3
		SP:Iteration 36Q (15573.350000 sec): 3 clusters
  Score: Raw -440373.020009 + Penalty 2716.490367 = -437656.529642
  nChanged 2
		SP:Iteration 37Q (15573.360000 sec): 3 clusters
  Score: Raw -440373.472683 + Penalty 2716.490367 = -437656.982315
  nChanged 1
		SP:Iteration 38Q (15573.370000 sec): 3 clusters
  Score: Raw -440373.599448 + Penalty 2716.490367 = -437657.109081
  nChanged 0
		SP:Iteration 39F (15573.380000 sec): 3 clusters
  Score: Raw -440373.599448 + Penalty 2716.490367 = -437657.109081
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15573.390000 sec): 2 clusters
  Score: Raw -192461.255539 + Penalty 1211.297925 = -191249.957614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15573.390000 sec): 3 clusters
  Score: Raw -191786.374317 + Penalty 2422.595850 = -189363.778466
  nChanged 589
		SP:Iteration 1F (15573.400000 sec): 3 clusters
  Score: Raw -192260.180104 + Penalty 2422.595850 = -189837.584254
  nChanged 158
		SP:Iteration 2F (15573.400000 sec): 3 clusters
  Score: Raw -192480.707316 + Penalty 2422.595850 = -190058.111466
  nChanged 140
		SP:Iteration 3F (15573.410000 sec): 3 clusters
  Score: Raw -192680.996777 + Penalty 2422.595850 = -190258.400927
  nChanged 122
		SP:Iteration 4F (15573.410000 sec): 3 clusters
  Score: Raw -192852.626292 + Penalty 2422.595850 = -190430.030441
  nChanged 91
		SP:Iteration 5F (15573.410000 sec): 3 clusters
  Score: Raw -192964.540660 + Penalty 2422.595850 = -190541.944809
  nChanged 63
		SP:Iteration 6Q (15573.420000 sec): 3 clusters
  Score: Raw -193021.415397 + Penalty 2422.595850 = -190598.819547
  nChanged 36
		SP:Iteration 7Q (15573.420000 sec): 3 clusters
  Score: Raw -193055.688581 + Penalty 2422.595850 = -190633.092731
  nChanged 19
		SP:Iteration 8Q (15573.430000 sec): 3 clusters
  Score: Raw -193069.312509 + Penalty 2422.595850 = -190646.716659
  nChanged 9
		SP:Iteration 9Q (15573.430000 sec): 3 clusters
  Score: Raw -193074.126386 + Penalty 2422.595850 = -190651.530536
  nChanged 2
		SP:Iteration 10Q (15573.430000 sec): 3 clusters
  Score: Raw -193074.803916 + Penalty 2422.595850 = -190652.208066
  nChanged 0
		SP:Iteration 11F (15573.440000 sec): 3 clusters
  Score: Raw -193074.803916 + Penalty 2422.595850 = -190652.208066
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15573.460000 sec): 2 clusters
  Score: Raw -498290.780721 + Penalty 1366.958917 = -496923.821804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15573.470000 sec): 3 clusters
  Score: Raw -496061.800877 + Penalty 2733.917834 = -493327.883044
  nChanged 1782
		SP:Iteration 1F (15573.480000 sec): 3 clusters
  Score: Raw -497100.567180 + Penalty 2733.917834 = -494366.649346
  nChanged 329
		SP:Iteration 2F (15573.490000 sec): 3 clusters
  Score: Raw -497300.112946 + Penalty 2733.917834 = -494566.195112
  nChanged 239
		SP:Iteration 3F (15573.500000 sec): 3 clusters
  Score: Raw -497427.622205 + Penalty 2733.917834 = -494693.704371
  nChanged 194
		SP:Iteration 4Q (15573.510000 sec): 3 clusters
  Score: Raw -497543.058355 + Penalty 2733.917834 = -494809.140521
  nChanged 155
		SP:Iteration 5Q (15573.530000 sec): 3 clusters
  Score: Raw -497610.360232 + Penalty 2733.917834 = -494876.442398
  nChanged 128
		SP:Iteration 6Q (15573.540000 sec): 3 clusters
  Score: Raw -497658.231193 + Penalty 2733.917834 = -494924.313360
  nChanged 109
		SP:Iteration 7Q (15573.550000 sec): 3 clusters
  Score: Raw -497695.018444 + Penalty 2733.917834 = -494961.100610
  nChanged 75
		SP:Iteration 8Q (15573.560000 sec): 3 clusters
  Score: Raw -497718.921763 + Penalty 2733.917834 = -494985.003929
  nChanged 64
		SP:Iteration 9Q (15573.570000 sec): 3 clusters
  Score: Raw -497744.263031 + Penalty 2733.917834 = -495010.345197
  nChanged 70
		SP:Iteration 10Q (15573.580000 sec): 3 clusters
  Score: Raw -497770.601904 + Penalty 2733.917834 = -495036.684070
  nChanged 60
		SP:Iteration 11Q (15573.590000 sec): 3 clusters
  Score: Raw -497789.845901 + Penalty 2733.917834 = -495055.928068
  nChanged 54
		SP:Iteration 12Q (15573.610000 sec): 3 clusters
  Score: Raw -497806.400104 + Penalty 2733.917834 = -495072.482270
  nChanged 56
		SP:Iteration 13Q (15573.610000 sec): 3 clusters
  Score: Raw -497825.035136 + Penalty 2733.917834 = -495091.117302
  nChanged 62
		SP:Iteration 14Q (15573.630000 sec): 3 clusters
  Score: Raw -497848.179002 + Penalty 2733.917834 = -495114.261168
  nChanged 79
		SP:Iteration 15Q (15573.640000 sec): 3 clusters
  Score: Raw -497876.049121 + Penalty 2733.917834 = -495142.131287
  nChanged 80
		SP:Iteration 16Q (15573.650000 sec): 3 clusters
  Score: Raw -497910.863517 + Penalty 2733.917834 = -495176.945683
  nChanged 103
		SP:Iteration 17Q (15573.660000 sec): 3 clusters
  Score: Raw -497963.163173 + Penalty 2733.917834 = -495229.245339
  nChanged 132
		SP:Iteration 18Q (15573.670000 sec): 3 clusters
  Score: Raw -498043.236405 + Penalty 2733.917834 = -495309.318571
  nChanged 156
		SP:Iteration 19Q (15573.680000 sec): 3 clusters
  Score: Raw -498131.953323 + Penalty 2733.917834 = -495398.035489
  nChanged 139
		SP:Iteration 20F (15573.690000 sec): 3 clusters
  Score: Raw -498204.325464 + Penalty 2733.917834 = -495470.407630
  nChanged 141
		SP:Iteration 21Q (15573.710000 sec): 3 clusters
  Score: Raw -498271.030365 + Penalty 2733.917834 = -495537.112531
  nChanged 114
		SP:Iteration 22Q (15573.720000 sec): 3 clusters
  Score: Raw -498325.241529 + Penalty 2733.917834 = -495591.323695
  nChanged 93
		SP:Iteration 23Q (15573.730000 sec): 3 clusters
  Score: Raw -498367.728225 + Penalty 2733.917834 = -495633.810392
  nChanged 90
		SP:Iteration 24Q (15573.740000 sec): 3 clusters
  Score: Raw -498405.202859 + Penalty 2733.917834 = -495671.285025
  nChanged 80
		SP:Iteration 25Q (15573.750000 sec): 3 clusters
  Score: Raw -498436.976189 + Penalty 2733.917834 = -495703.058355
  nChanged 60
		SP:Iteration 26Q (15573.760000 sec): 3 clusters
  Score: Raw -498464.624287 + Penalty 2733.917834 = -495730.706453
  nChanged 61
		SP:Iteration 27Q (15573.770000 sec): 3 clusters
  Score: Raw -498489.637379 + Penalty 2733.917834 = -495755.719545
  nChanged 58
		SP:Iteration 28Q (15573.790000 sec): 3 clusters
  Score: Raw -498512.742085 + Penalty 2733.917834 = -495778.824251
  nChanged 49
		SP:Iteration 29Q (15573.800000 sec): 3 clusters
  Score: Raw -498529.642487 + Penalty 2733.917834 = -495795.724653
  nChanged 31
		SP:Iteration 30Q (15573.810000 sec): 3 clusters
  Score: Raw -498541.896913 + Penalty 2733.917834 = -495807.979079
  nChanged 35
		SP:Iteration 31Q (15573.820000 sec): 3 clusters
  Score: Raw -498554.269835 + Penalty 2733.917834 = -495820.352001
  nChanged 24
		SP:Iteration 32Q (15573.830000 sec): 3 clusters
  Score: Raw -498562.540170 + Penalty 2733.917834 = -495828.622336
  nChanged 23
		SP:Iteration 33Q (15573.840000 sec): 3 clusters
  Score: Raw -498572.449479 + Penalty 2733.917834 = -495838.531645
  nChanged 19
		SP:Iteration 34Q (15573.850000 sec): 3 clusters
  Score: Raw -498578.921759 + Penalty 2733.917834 = -495845.003925
  nChanged 22
		SP:Iteration 35Q (15573.860000 sec): 3 clusters
  Score: Raw -498586.944674 + Penalty 2733.917834 = -495853.026840
  nChanged 12
		SP:Iteration 36Q (15573.870000 sec): 3 clusters
  Score: Raw -498591.117162 + Penalty 2733.917834 = -495857.199328
  nChanged 18
		SP:Iteration 37Q (15573.890000 sec): 3 clusters
  Score: Raw -498597.162622 + Penalty 2733.917834 = -495863.244789
  nChanged 15
		SP:Iteration 38Q (15573.900000 sec): 3 clusters
  Score: Raw -498603.087123 + Penalty 2733.917834 = -495869.169289
  nChanged 12
		SP:Iteration 39Q (15573.910000 sec): 3 clusters
  Score: Raw -498607.999294 + Penalty 2733.917834 = -495874.081460
  nChanged 11
		SP:Iteration 40F (15573.920000 sec): 3 clusters
  Score: Raw -498610.870223 + Penalty 2733.917834 = -495876.952389
  nChanged 10
		SP:Iteration 41Q (15573.930000 sec): 3 clusters
  Score: Raw -498614.531058 + Penalty 2733.917834 = -495880.613224
  nChanged 16
		SP:Iteration 42Q (15573.940000 sec): 3 clusters
  Score: Raw -498620.862587 + Penalty 2733.917834 = -495886.944753
  nChanged 14
		SP:Iteration 43Q (15573.950000 sec): 3 clusters
  Score: Raw -498627.483356 + Penalty 2733.917834 = -495893.565522
  nChanged 16
		SP:Iteration 44Q (15573.970000 sec): 3 clusters
  Score: Raw -498631.798247 + Penalty 2733.917834 = -495897.880413
  nChanged 19
		SP:Iteration 45Q (15573.970000 sec): 3 clusters
  Score: Raw -498638.364481 + Penalty 2733.917834 = -495904.446647
  nChanged 14
		SP:Iteration 46Q (15573.990000 sec): 3 clusters
  Score: Raw -498643.827228 + Penalty 2733.917834 = -495909.909394
  nChanged 15
		SP:Iteration 47Q (15574.000000 sec): 3 clusters
  Score: Raw -498647.841259 + Penalty 2733.917834 = -495913.923425
  nChanged 9
		SP:Iteration 48Q (15574.010000 sec): 3 clusters
  Score: Raw -498649.982940 + Penalty 2733.917834 = -495916.065106
  nChanged 6
		SP:Iteration 49Q (15574.020000 sec): 3 clusters
  Score: Raw -498651.360618 + Penalty 2733.917834 = -495917.442784
  nChanged 3
		SP:Iteration 50Q (15574.030000 sec): 3 clusters
  Score: Raw -498652.167270 + Penalty 2733.917834 = -495918.249436
  nChanged 0
		SP:Iteration 51F (15574.040000 sec): 3 clusters
  Score: Raw -498652.167270 + Penalty 2733.917834 = -495918.249436
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15574.100000 sec): 2 clusters
  Score: Raw -2146790.441101 + Penalty 1591.843178 = -2145198.597923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15574.150000 sec): 3 clusters
  Score: Raw -2136138.313545 + Penalty 3183.686356 = -2132954.627189
  nChanged 8027
		SP:Iteration 1F (15574.190000 sec): 3 clusters
  Score: Raw -2140423.309610 + Penalty 3183.686356 = -2137239.623254
  nChanged 891
		SP:Iteration 2Q (15574.240000 sec): 3 clusters
  Score: Raw -2140732.002423 + Penalty 3183.686356 = -2137548.316066
  nChanged 806
		SP:Iteration 3Q (15574.290000 sec): 3 clusters
  Score: Raw -2141011.713189 + Penalty 3183.686356 = -2137828.026833
  nChanged 788
		SP:Iteration 4Q (15574.340000 sec): 3 clusters
  Score: Raw -2141315.421477 + Penalty 3183.686356 = -2138131.735120
  nChanged 813
		SP:Iteration 5Q (15574.390000 sec): 3 clusters
  Score: Raw -2141666.808097 + Penalty 3183.686356 = -2138483.121740
  nChanged 835
		SP:Iteration 6Q (15574.430000 sec): 3 clusters
  Score: Raw -2142079.791666 + Penalty 3183.686356 = -2138896.105309
  nChanged 923
		SP:Iteration 7F (15574.480000 sec): 3 clusters
  Score: Raw -2142625.555861 + Penalty 3183.686356 = -2139441.869505
  nChanged 1001
		SP:Iteration 8F (15574.530000 sec): 3 clusters
  Score: Raw -2143283.931050 + Penalty 3183.686356 = -2140100.244694
  nChanged 1048
		SP:Iteration 9F (15574.570000 sec): 3 clusters
  Score: Raw -2144090.957935 + Penalty 3183.686356 = -2140907.271578
  nChanged 980
		SP:Iteration 10F (15574.620000 sec): 3 clusters
  Score: Raw -2144922.114635 + Penalty 3183.686356 = -2141738.428279
  nChanged 788
		SP:Iteration 11Q (15574.670000 sec): 3 clusters
  Score: Raw -2145614.225519 + Penalty 3183.686356 = -2142430.539163
  nChanged 558
		SP:Iteration 12Q (15574.710000 sec): 3 clusters
  Score: Raw -2146122.596025 + Penalty 3183.686356 = -2142938.909669
  nChanged 372
		SP:Iteration 13Q (15574.750000 sec): 3 clusters
  Score: Raw -2146454.021825 + Penalty 3183.686356 = -2143270.335469
  nChanged 223
		SP:Iteration 14Q (15574.790000 sec): 3 clusters
  Score: Raw -2146641.228079 + Penalty 3183.686356 = -2143457.541722
  nChanged 146
		SP:Iteration 15Q (15574.820000 sec): 3 clusters
  Score: Raw -2146752.719658 + Penalty 3183.686356 = -2143569.033301
  nChanged 91
		SP:Iteration 16Q (15574.850000 sec): 3 clusters
  Score: Raw -2146824.290597 + Penalty 3183.686356 = -2143640.604241
  nChanged 61
		SP:Iteration 17Q (15574.890000 sec): 3 clusters
  Score: Raw -2146871.016192 + Penalty 3183.686356 = -2143687.329836
  nChanged 39
		SP:Iteration 18Q (15574.920000 sec): 3 clusters
  Score: Raw -2146899.374873 + Penalty 3183.686356 = -2143715.688516
  nChanged 30
		SP:Iteration 19Q (15574.960000 sec): 3 clusters
  Score: Raw -2146924.912139 + Penalty 3183.686356 = -2143741.225782
  nChanged 28
		SP:Iteration 20F (15575.010000 sec): 3 clusters
  Score: Raw -2146950.290286 + Penalty 3183.686356 = -2143766.603930
  nChanged 16
		SP:Iteration 21Q (15575.040000 sec): 3 clusters
  Score: Raw -2146963.195092 + Penalty 3183.686356 = -2143779.508736
  nChanged 14
		SP:Iteration 22Q (15575.070000 sec): 3 clusters
  Score: Raw -2146974.329505 + Penalty 3183.686356 = -2143790.643148
  nChanged 5
		SP:Iteration 23Q (15575.110000 sec): 3 clusters
  Score: Raw -2146978.468882 + Penalty 3183.686356 = -2143794.782525
  nChanged 2
		SP:Iteration 24Q (15575.140000 sec): 3 clusters
  Score: Raw -2146980.631094 + Penalty 3183.686356 = -2143796.944737
  nChanged 1
		SP:Iteration 25Q (15575.170000 sec): 3 clusters
  Score: Raw -2146981.554363 + Penalty 3183.686356 = -2143797.868007
  nChanged 3
		SP:Iteration 26Q (15575.210000 sec): 3 clusters
  Score: Raw -2146984.032673 + Penalty 3183.686356 = -2143800.346317
  nChanged 1
		SP:Iteration 27Q (15575.240000 sec): 3 clusters
  Score: Raw -2146985.264292 + Penalty 3183.686356 = -2143801.577936
  nChanged 0
		SP:Iteration 28F (15575.290000 sec): 3 clusters
  Score: Raw -2146985.264292 + Penalty 3183.686356 = -2143801.577936
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15575.350000 sec): 2 clusters
  Score: Raw -2381852.317997 + Penalty 1609.560295 = -2380242.757702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15575.400000 sec): 3 clusters
  Score: Raw -2369792.239186 + Penalty 3219.120589 = -2366573.118597
  nChanged 9071
		SP:Iteration 1F (15575.450000 sec): 3 clusters
  Score: Raw -2374739.317165 + Penalty 3219.120589 = -2371520.196575
  nChanged 1011
		SP:Iteration 2F (15575.510000 sec): 3 clusters
  Score: Raw -2375122.438106 + Penalty 3219.120589 = -2371903.317517
  nChanged 929
		SP:Iteration 3Q (15575.560000 sec): 3 clusters
  Score: Raw -2375498.446023 + Penalty 3219.120589 = -2372279.325434
  nChanged 934
		SP:Iteration 4Q (15575.620000 sec): 3 clusters
  Score: Raw -2375891.662825 + Penalty 3219.120589 = -2372672.542235
  nChanged 962
		SP:Iteration 5Q (15575.670000 sec): 3 clusters
  Score: Raw -2376316.305677 + Penalty 3219.120589 = -2373097.185088
  nChanged 942
		SP:Iteration 6Q (15575.730000 sec): 3 clusters
  Score: Raw -2376747.686644 + Penalty 3219.120589 = -2373528.566055
  nChanged 953
		SP:Iteration 7Q (15575.780000 sec): 3 clusters
  Score: Raw -2377200.239623 + Penalty 3219.120589 = -2373981.119034
  nChanged 970
		SP:Iteration 8Q (15575.830000 sec): 3 clusters
  Score: Raw -2377721.126934 + Penalty 3219.120589 = -2374502.006345
  nChanged 1003
		SP:Iteration 9F (15575.890000 sec): 3 clusters
  Score: Raw -2378299.866511 + Penalty 3219.120589 = -2375080.745922
  nChanged 979
		SP:Iteration 10Q (15575.940000 sec): 3 clusters
  Score: Raw -2378964.020609 + Penalty 3219.120589 = -2375744.900019
  nChanged 897
		SP:Iteration 11Q (15575.990000 sec): 3 clusters
  Score: Raw -2379690.455426 + Penalty 3219.120589 = -2376471.334837
  nChanged 778
		SP:Iteration 12Q (15576.050000 sec): 3 clusters
  Score: Raw -2380462.481053 + Penalty 3219.120589 = -2377243.360464
  nChanged 635
		SP:Iteration 13Q (15576.100000 sec): 3 clusters
  Score: Raw -2380942.125351 + Penalty 3219.120589 = -2377723.004762
  nChanged 468
		SP:Iteration 14Q (15576.150000 sec): 3 clusters
  Score: Raw -2381205.752471 + Penalty 3219.120589 = -2377986.631882
  nChanged 359
		SP:Iteration 15Q (15576.200000 sec): 3 clusters
  Score: Raw -2381363.622729 + Penalty 3219.120589 = -2378144.502139
  nChanged 296
		SP:Iteration 16Q (15576.250000 sec): 3 clusters
  Score: Raw -2381481.926506 + Penalty 3219.120589 = -2378262.805917
  nChanged 241
		SP:Iteration 17Q (15576.290000 sec): 3 clusters
  Score: Raw -2381561.288735 + Penalty 3219.120589 = -2378342.168146
  nChanged 213
		SP:Iteration 18Q (15576.340000 sec): 3 clusters
  Score: Raw -2381627.099667 + Penalty 3219.120589 = -2378407.979077
  nChanged 169
		SP:Iteration 19Q (15576.390000 sec): 3 clusters
  Score: Raw -2381674.500938 + Penalty 3219.120589 = -2378455.380348
  nChanged 140
		SP:Iteration 20F (15576.440000 sec): 3 clusters
  Score: Raw -2381709.566313 + Penalty 3219.120589 = -2378490.445724
  nChanged 127
		SP:Iteration 21Q (15576.480000 sec): 3 clusters
  Score: Raw -2381738.150306 + Penalty 3219.120589 = -2378519.029716
  nChanged 114
		SP:Iteration 22Q (15576.530000 sec): 3 clusters
  Score: Raw -2381767.582827 + Penalty 3219.120589 = -2378548.462237
  nChanged 107
		SP:Iteration 23Q (15576.570000 sec): 3 clusters
  Score: Raw -2381794.855796 + Penalty 3219.120589 = -2378575.735206
  nChanged 94
		SP:Iteration 24Q (15576.620000 sec): 3 clusters
  Score: Raw -2381816.367128 + Penalty 3219.120589 = -2378597.246538
  nChanged 77
		SP:Iteration 25Q (15576.670000 sec): 3 clusters
  Score: Raw -2381831.811925 + Penalty 3219.120589 = -2378612.691336
  nChanged 63
		SP:Iteration 26Q (15576.710000 sec): 3 clusters
  Score: Raw -2381844.239045 + Penalty 3219.120589 = -2378625.118456
  nChanged 72
		SP:Iteration 27Q (15576.750000 sec): 3 clusters
  Score: Raw -2381857.491439 + Penalty 3219.120589 = -2378638.370850
  nChanged 59
		SP:Iteration 28Q (15576.800000 sec): 3 clusters
  Score: Raw -2381867.961809 + Penalty 3219.120589 = -2378648.841219
  nChanged 59
		SP:Iteration 29Q (15576.840000 sec): 3 clusters
  Score: Raw -2381878.233139 + Penalty 3219.120589 = -2378659.112550
  nChanged 49
		SP:Iteration 30Q (15576.890000 sec): 3 clusters
  Score: Raw -2381886.881771 + Penalty 3219.120589 = -2378667.761182
  nChanged 55
		SP:Iteration 31Q (15576.930000 sec): 3 clusters
  Score: Raw -2381897.333942 + Penalty 3219.120589 = -2378678.213353
  nChanged 59
		SP:Iteration 32Q (15576.970000 sec): 3 clusters
  Score: Raw -2381906.737492 + Penalty 3219.120589 = -2378687.616902
  nChanged 49
		SP:Iteration 33Q (15577.010000 sec): 3 clusters
  Score: Raw -2381914.064307 + Penalty 3219.120589 = -2378694.943718
  nChanged 41
		SP:Iteration 34Q (15577.060000 sec): 3 clusters
  Score: Raw -2381920.410033 + Penalty 3219.120589 = -2378701.289444
  nChanged 31
		SP:Iteration 35Q (15577.100000 sec): 3 clusters
  Score: Raw -2381924.932723 + Penalty 3219.120589 = -2378705.812134
  nChanged 28
		SP:Iteration 36Q (15577.140000 sec): 3 clusters
  Score: Raw -2381928.647722 + Penalty 3219.120589 = -2378709.527132
  nChanged 29
		SP:Iteration 37Q (15577.190000 sec): 3 clusters
  Score: Raw -2381932.172676 + Penalty 3219.120589 = -2378713.052087
  nChanged 20
		SP:Iteration 38Q (15577.230000 sec): 3 clusters
  Score: Raw -2381934.555205 + Penalty 3219.120589 = -2378715.434615
  nChanged 16
		SP:Iteration 39Q (15577.270000 sec): 3 clusters
  Score: Raw -2381936.369994 + Penalty 3219.120589 = -2378717.249405
  nChanged 12
		SP:Iteration 40F (15577.330000 sec): 3 clusters
  Score: Raw -2381937.580570 + Penalty 3219.120589 = -2378718.459981
  nChanged 13
		SP:Iteration 41Q (15577.370000 sec): 3 clusters
  Score: Raw -2381938.976272 + Penalty 3219.120589 = -2378719.855682
  nChanged 10
		SP:Iteration 42Q (15577.410000 sec): 3 clusters
  Score: Raw -2381940.473923 + Penalty 3219.120589 = -2378721.353334
  nChanged 18
		SP:Iteration 43Q (15577.450000 sec): 3 clusters
  Score: Raw -2381943.325726 + Penalty 3219.120589 = -2378724.205137
  nChanged 11
		SP:Iteration 44Q (15577.500000 sec): 3 clusters
  Score: Raw -2381944.661263 + Penalty 3219.120589 = -2378725.540674
  nChanged 14
		SP:Iteration 45Q (15577.540000 sec): 3 clusters
  Score: Raw -2381946.504019 + Penalty 3219.120589 = -2378727.383429
  nChanged 15
		SP:Iteration 46Q (15577.580000 sec): 3 clusters
  Score: Raw -2381948.492864 + Penalty 3219.120589 = -2378729.372275
  nChanged 20
		SP:Iteration 47Q (15577.630000 sec): 3 clusters
  Score: Raw -2381951.196351 + Penalty 3219.120589 = -2378732.075762
  nChanged 23
		SP:Iteration 48Q (15577.680000 sec): 3 clusters
  Score: Raw -2381954.827737 + Penalty 3219.120589 = -2378735.707148
  nChanged 24
		SP:Iteration 49Q (15577.720000 sec): 3 clusters
  Score: Raw -2381958.371848 + Penalty 3219.120589 = -2378739.251259
  nChanged 23
		SP:Iteration 50Q (15577.760000 sec): 3 clusters
  Score: Raw -2381961.958152 + Penalty 3219.120589 = -2378742.837562
  nChanged 23
		SP:Iteration 51Q (15577.800000 sec): 3 clusters
  Score: Raw -2381966.286238 + Penalty 3219.120589 = -2378747.165648
  nChanged 23
		SP:Iteration 52Q (15577.840000 sec): 3 clusters
  Score: Raw -2381972.138382 + Penalty 3219.120589 = -2378753.017792
  nChanged 30
		SP:Iteration 53Q (15577.880000 sec): 3 clusters
  Score: Raw -2381979.983620 + Penalty 3219.120589 = -2378760.863031
  nChanged 37
		SP:Iteration 54Q (15577.930000 sec): 3 clusters
  Score: Raw -2381988.854851 + Penalty 3219.120589 = -2378769.734262
  nChanged 44
		SP:Iteration 55Q (15577.970000 sec): 3 clusters
  Score: Raw -2381998.420329 + Penalty 3219.120589 = -2378779.299739
  nChanged 34
		SP:Iteration 56Q (15578.010000 sec): 3 clusters
  Score: Raw -2382004.711354 + Penalty 3219.120589 = -2378785.590765
  nChanged 25
		SP:Iteration 57Q (15578.050000 sec): 3 clusters
  Score: Raw -2382008.109302 + Penalty 3219.120589 = -2378788.988713
  nChanged 17
		SP:Iteration 58Q (15578.090000 sec): 3 clusters
  Score: Raw -2382010.178051 + Penalty 3219.120589 = -2378791.057461
  nChanged 9
		SP:Iteration 59Q (15578.140000 sec): 3 clusters
  Score: Raw -2382011.432111 + Penalty 3219.120589 = -2378792.311522
  nChanged 8
		SP:Iteration 60F (15578.190000 sec): 3 clusters
  Score: Raw -2382012.361144 + Penalty 3219.120589 = -2378793.240555
  nChanged 6
		SP:Iteration 61Q (15578.230000 sec): 3 clusters
  Score: Raw -2382013.100016 + Penalty 3219.120589 = -2378793.979427
  nChanged 9
		SP:Iteration 62Q (15578.270000 sec): 3 clusters
  Score: Raw -2382014.352814 + Penalty 3219.120589 = -2378795.232225
  nChanged 8
		SP:Iteration 63Q (15578.310000 sec): 3 clusters
  Score: Raw -2382015.419578 + Penalty 3219.120589 = -2378796.298989
  nChanged 10
		SP:Iteration 64Q (15578.350000 sec): 3 clusters
  Score: Raw -2382016.643936 + Penalty 3219.120589 = -2378797.523346
  nChanged 9
		SP:Iteration 65Q (15578.390000 sec): 3 clusters
  Score: Raw -2382017.774712 + Penalty 3219.120589 = -2378798.654123
  nChanged 9
		SP:Iteration 66Q (15578.440000 sec): 3 clusters
  Score: Raw -2382018.713945 + Penalty 3219.120589 = -2378799.593355
  nChanged 6
		SP:Iteration 67Q (15578.480000 sec): 3 clusters
  Score: Raw -2382019.204966 + Penalty 3219.120589 = -2378800.084377
  nChanged 5
		SP:Iteration 68Q (15578.520000 sec): 3 clusters
  Score: Raw -2382019.817409 + Penalty 3219.120589 = -2378800.696820
  nChanged 4
		SP:Iteration 69Q (15578.560000 sec): 3 clusters
  Score: Raw -2382020.536686 + Penalty 3219.120589 = -2378801.416097
  nChanged 7
		SP:Iteration 70Q (15578.600000 sec): 3 clusters
  Score: Raw -2382021.345117 + Penalty 3219.120589 = -2378802.224528
  nChanged 9
		SP:Iteration 71Q (15578.640000 sec): 3 clusters
  Score: Raw -2382022.334747 + Penalty 3219.120589 = -2378803.214157
  nChanged 7
		SP:Iteration 72Q (15578.680000 sec): 3 clusters
  Score: Raw -2382023.576046 + Penalty 3219.120589 = -2378804.455457
  nChanged 8
		SP:Iteration 73Q (15578.720000 sec): 3 clusters
  Score: Raw -2382024.900462 + Penalty 3219.120589 = -2378805.779872
  nChanged 5
		SP:Iteration 74Q (15578.760000 sec): 3 clusters
  Score: Raw -2382025.552722 + Penalty 3219.120589 = -2378806.432132
  nChanged 3
		SP:Iteration 75Q (15578.810000 sec): 3 clusters
  Score: Raw -2382026.099023 + Penalty 3219.120589 = -2378806.978433
  nChanged 2
		SP:Iteration 76Q (15578.850000 sec): 3 clusters
  Score: Raw -2382026.403394 + Penalty 3219.120589 = -2378807.282805
  nChanged 4
		SP:Iteration 77Q (15578.890000 sec): 3 clusters
  Score: Raw -2382026.716747 + Penalty 3219.120589 = -2378807.596158
  nChanged 2
		SP:Iteration 78Q (15578.930000 sec): 3 clusters
  Score: Raw -2382026.844752 + Penalty 3219.120589 = -2378807.724162
  nChanged 3
		SP:Iteration 79Q (15578.970000 sec): 3 clusters
  Score: Raw -2382027.045645 + Penalty 3219.120589 = -2378807.925056
  nChanged 3
		SP:Iteration 80F (15579.030000 sec): 3 clusters
  Score: Raw -2382027.537266 + Penalty 3219.120589 = -2378808.416677
  nChanged 4
		SP:Iteration 81Q (15579.070000 sec): 3 clusters
  Score: Raw -2382028.129397 + Penalty 3219.120589 = -2378809.008807
  nChanged 5
		SP:Iteration 82Q (15579.110000 sec): 3 clusters
  Score: Raw -2382028.628183 + Penalty 3219.120589 = -2378809.507594
  nChanged 2
		SP:Iteration 83Q (15579.150000 sec): 3 clusters
  Score: Raw -2382028.805250 + Penalty 3219.120589 = -2378809.684661
  nChanged 3
		SP:Iteration 84Q (15579.190000 sec): 3 clusters
  Score: Raw -2382029.050798 + Penalty 3219.120589 = -2378809.930208
  nChanged 2
		SP:Iteration 85Q (15579.240000 sec): 3 clusters
  Score: Raw -2382029.195947 + Penalty 3219.120589 = -2378810.075358
  nChanged 1
		SP:Iteration 86Q (15579.280000 sec): 3 clusters
  Score: Raw -2382029.272033 + Penalty 3219.120589 = -2378810.151444
  nChanged 1
		SP:Iteration 87Q (15579.320000 sec): 3 clusters
  Score: Raw -2382029.335935 + Penalty 3219.120589 = -2378810.215346
  nChanged 0
		SP:Iteration 88F (15579.370000 sec): 3 clusters
  Score: Raw -2382029.335935 + Penalty 3219.120589 = -2378810.215346
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15579.580000 sec): 2 clusters
  Score: Raw -8032593.786300 + Penalty 1809.614876 = -8030784.171424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15579.760000 sec): 3 clusters
  Score: Raw -7988501.266749 + Penalty 3619.229752 = -7984882.036997
  nChanged 32577
		SP:Iteration 1F (15579.940000 sec): 3 clusters
  Score: Raw -8008156.921069 + Penalty 3619.229752 = -8004537.691317
  nChanged 3563
		SP:Iteration 2F (15580.130000 sec): 3 clusters
  Score: Raw -8009819.864372 + Penalty 3619.229752 = -8006200.634620
  nChanged 4276
		SP:Iteration 3F (15580.320000 sec): 3 clusters
  Score: Raw -8012360.601548 + Penalty 3619.229752 = -8008741.371796
  nChanged 4979
		SP:Iteration 4F (15580.500000 sec): 3 clusters
  Score: Raw -8015870.554595 + Penalty 3619.229752 = -8012251.324843
  nChanged 5218
		SP:Iteration 5F (15580.690000 sec): 3 clusters
  Score: Raw -8019717.237492 + Penalty 3619.229752 = -8016098.007740
  nChanged 4578
		SP:Iteration 6F (15580.880000 sec): 3 clusters
  Score: Raw -8023020.320910 + Penalty 3619.229752 = -8019401.091158
  nChanged 3697
		SP:Iteration 7F (15581.060000 sec): 3 clusters
  Score: Raw -8025734.411412 + Penalty 3619.229752 = -8022115.181660
  nChanged 2931
		SP:Iteration 8Q (15581.240000 sec): 3 clusters
  Score: Raw -8027858.875509 + Penalty 3619.229752 = -8024239.645757
  nChanged 2179
		SP:Iteration 9Q (15581.420000 sec): 3 clusters
  Score: Raw -8029443.641333 + Penalty 3619.229752 = -8025824.411581
  nChanged 1651
		SP:Iteration 10Q (15581.590000 sec): 3 clusters
  Score: Raw -8030634.867844 + Penalty 3619.229752 = -8027015.638092
  nChanged 1163
		SP:Iteration 11Q (15581.740000 sec): 3 clusters
  Score: Raw -8031460.502562 + Penalty 3619.229752 = -8027841.272810
  nChanged 765
		SP:Iteration 12Q (15581.900000 sec): 3 clusters
  Score: Raw -8031986.260053 + Penalty 3619.229752 = -8028367.030301
  nChanged 517
		SP:Iteration 13Q (15582.040000 sec): 3 clusters
  Score: Raw -8032326.111671 + Penalty 3619.229752 = -8028706.881919
  nChanged 309
		SP:Iteration 14Q (15582.180000 sec): 3 clusters
  Score: Raw -8032513.595265 + Penalty 3619.229752 = -8028894.365513
  nChanged 202
		SP:Iteration 15Q (15582.320000 sec): 3 clusters
  Score: Raw -8032634.106884 + Penalty 3619.229752 = -8029014.877132
  nChanged 144
		SP:Iteration 16Q (15582.460000 sec): 3 clusters
  Score: Raw -8032706.578788 + Penalty 3619.229752 = -8029087.349036
  nChanged 93
		SP:Iteration 17Q (15582.590000 sec): 3 clusters
  Score: Raw -8032752.982752 + Penalty 3619.229752 = -8029133.753000
  nChanged 83
		SP:Iteration 18Q (15582.720000 sec): 3 clusters
  Score: Raw -8032801.991800 + Penalty 3619.229752 = -8029182.762048
  nChanged 68
		SP:Iteration 19Q (15582.860000 sec): 3 clusters
  Score: Raw -8032840.130440 + Penalty 3619.229752 = -8029220.900688
  nChanged 52
		SP:Iteration 20F (15583.040000 sec): 3 clusters
  Score: Raw -8032864.286910 + Penalty 3619.229752 = -8029245.057158
  nChanged 39
		SP:Iteration 21Q (15583.170000 sec): 3 clusters
  Score: Raw -8032884.743245 + Penalty 3619.229752 = -8029265.513493
  nChanged 42
		SP:Iteration 22Q (15583.300000 sec): 3 clusters
  Score: Raw -8032905.461353 + Penalty 3619.229752 = -8029286.231601
  nChanged 41
		SP:Iteration 23Q (15583.430000 sec): 3 clusters
  Score: Raw -8032925.382665 + Penalty 3619.229752 = -8029306.152913
  nChanged 30
		SP:Iteration 24Q (15583.560000 sec): 3 clusters
  Score: Raw -8032941.273304 + Penalty 3619.229752 = -8029322.043552
  nChanged 38
		SP:Iteration 25Q (15583.690000 sec): 3 clusters
  Score: Raw -8032957.238967 + Penalty 3619.229752 = -8029338.009215
  nChanged 21
		SP:Iteration 26Q (15583.820000 sec): 3 clusters
  Score: Raw -8032969.075837 + Penalty 3619.229752 = -8029349.846085
  nChanged 17
		SP:Iteration 27Q (15583.960000 sec): 3 clusters
  Score: Raw -8032976.319193 + Penalty 3619.229752 = -8029357.089441
  nChanged 11
		SP:Iteration 28Q (15584.080000 sec): 3 clusters
  Score: Raw -8032981.397038 + Penalty 3619.229752 = -8029362.167286
  nChanged 16
		SP:Iteration 29Q (15584.220000 sec): 3 clusters
  Score: Raw -8032987.856313 + Penalty 3619.229752 = -8029368.626561
  nChanged 11
		SP:Iteration 30Q (15584.340000 sec): 3 clusters
  Score: Raw -8032991.303029 + Penalty 3619.229752 = -8029372.073277
  nChanged 7
		SP:Iteration 31Q (15584.480000 sec): 3 clusters
  Score: Raw -8032993.219766 + Penalty 3619.229752 = -8029373.990014
  nChanged 5
		SP:Iteration 32Q (15584.610000 sec): 3 clusters
  Score: Raw -8032995.375936 + Penalty 3619.229752 = -8029376.146184
  nChanged 11
		SP:Iteration 33Q (15584.740000 sec): 3 clusters
  Score: Raw -8032998.844106 + Penalty 3619.229752 = -8029379.614354
  nChanged 9
		SP:Iteration 34Q (15584.870000 sec): 3 clusters
  Score: Raw -8033003.656700 + Penalty 3619.229752 = -8029384.426948
  nChanged 11
		SP:Iteration 35Q (15585.000000 sec): 3 clusters
  Score: Raw -8033007.544738 + Penalty 3619.229752 = -8029388.314986
  nChanged 9
		SP:Iteration 36Q (15585.130000 sec): 3 clusters
  Score: Raw -8033010.167340 + Penalty 3619.229752 = -8029390.937588
  nChanged 4
		SP:Iteration 37Q (15585.260000 sec): 3 clusters
  Score: Raw -8033012.346278 + Penalty 3619.229752 = -8029393.116526
  nChanged 3
		SP:Iteration 38Q (15585.390000 sec): 3 clusters
  Score: Raw -8033013.523191 + Penalty 3619.229752 = -8029394.293439
  nChanged 2
		SP:Iteration 39Q (15585.520000 sec): 3 clusters
  Score: Raw -8033014.335188 + Penalty 3619.229752 = -8029395.105436
  nChanged 1
		SP:Iteration 40F (15585.700000 sec): 3 clusters
  Score: Raw -8033014.697183 + Penalty 3619.229752 = -8029395.467431
  nChanged 1
		SP:Iteration 41Q (15585.820000 sec): 3 clusters
  Score: Raw -8033014.874943 + Penalty 3619.229752 = -8029395.645191
  nChanged 1
		SP:Iteration 42Q (15585.960000 sec): 3 clusters
  Score: Raw -8033015.375624 + Penalty 3619.229752 = -8029396.145872
  nChanged 1
		SP:Iteration 43Q (15586.080000 sec): 3 clusters
  Score: Raw -8033015.476535 + Penalty 3619.229752 = -8029396.246783
  nChanged 0
		SP:Iteration 44F (15586.260000 sec): 3 clusters
  Score: Raw -8033015.476535 + Penalty 3619.229752 = -8029396.246783
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15586.320000 sec): 2 clusters
  Score: Raw -742035.698548 + Penalty 1425.448446 = -740610.250102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15586.330000 sec): 3 clusters
  Score: Raw -738591.827435 + Penalty 2850.896892 = -735740.930543
  nChanged 2668
		SP:Iteration 1F (15586.350000 sec): 3 clusters
  Score: Raw -739902.610762 + Penalty 2850.896892 = -737051.713870
  nChanged 409
		SP:Iteration 2F (15586.360000 sec): 3 clusters
  Score: Raw -740068.933141 + Penalty 2850.896892 = -737218.036249
  nChanged 289
		SP:Iteration 3Q (15586.380000 sec): 3 clusters
  Score: Raw -740162.087592 + Penalty 2850.896892 = -737311.190700
  nChanged 184
		SP:Iteration 4Q (15586.400000 sec): 3 clusters
  Score: Raw -740224.903881 + Penalty 2850.896892 = -737374.006989
  nChanged 179
		SP:Iteration 5Q (15586.420000 sec): 3 clusters
  Score: Raw -740288.710880 + Penalty 2850.896892 = -737437.813988
  nChanged 173
		SP:Iteration 6Q (15586.430000 sec): 3 clusters
  Score: Raw -740347.757303 + Penalty 2850.896892 = -737496.860411
  nChanged 164
		SP:Iteration 7Q (15586.450000 sec): 3 clusters
  Score: Raw -740402.827105 + Penalty 2850.896892 = -737551.930213
  nChanged 162
		SP:Iteration 8Q (15586.460000 sec): 3 clusters
  Score: Raw -740462.932169 + Penalty 2850.896892 = -737612.035277
  nChanged 177
		SP:Iteration 9Q (15586.480000 sec): 3 clusters
  Score: Raw -740538.098568 + Penalty 2850.896892 = -737687.201676
  nChanged 201
		SP:Iteration 10Q (15586.500000 sec): 3 clusters
  Score: Raw -740637.386068 + Penalty 2850.896892 = -737786.489176
  nChanged 250
		SP:Iteration 11Q (15586.510000 sec): 3 clusters
  Score: Raw -740767.599060 + Penalty 2850.896892 = -737916.702168
  nChanged 250
		SP:Iteration 12Q (15586.530000 sec): 3 clusters
  Score: Raw -740907.175423 + Penalty 2850.896892 = -738056.278531
  nChanged 248
		SP:Iteration 13Q (15586.540000 sec): 3 clusters
  Score: Raw -741055.318892 + Penalty 2850.896892 = -738204.422000
  nChanged 258
		SP:Iteration 14Q (15586.560000 sec): 3 clusters
  Score: Raw -741237.216108 + Penalty 2850.896892 = -738386.319216
  nChanged 266
		SP:Iteration 15Q (15586.580000 sec): 3 clusters
  Score: Raw -741431.622999 + Penalty 2850.896892 = -738580.726107
  nChanged 234
		SP:Iteration 16Q (15586.590000 sec): 3 clusters
  Score: Raw -741620.938366 + Penalty 2850.896892 = -738770.041474
  nChanged 199
		SP:Iteration 17Q (15586.610000 sec): 3 clusters
  Score: Raw -741776.395666 + Penalty 2850.896892 = -738925.498775
  nChanged 144
		SP:Iteration 18Q (15586.620000 sec): 3 clusters
  Score: Raw -741898.148954 + Penalty 2850.896892 = -739047.252062
  nChanged 104
		SP:Iteration 19Q (15586.640000 sec): 3 clusters
  Score: Raw -741983.867996 + Penalty 2850.896892 = -739132.971104
  nChanged 76
		SP:Iteration 20F (15586.650000 sec): 3 clusters
  Score: Raw -742055.174306 + Penalty 2850.896892 = -739204.277414
  nChanged 53
		SP:Iteration 21Q (15586.670000 sec): 3 clusters
  Score: Raw -742101.462871 + Penalty 2850.896892 = -739250.565979
  nChanged 29
		SP:Iteration 22Q (15586.680000 sec): 3 clusters
  Score: Raw -742131.291484 + Penalty 2850.896892 = -739280.394593
  nChanged 22
		SP:Iteration 23Q (15586.690000 sec): 3 clusters
  Score: Raw -742152.590388 + Penalty 2850.896892 = -739301.693496
  nChanged 15
		SP:Iteration 24Q (15586.700000 sec): 3 clusters
  Score: Raw -742167.349111 + Penalty 2850.896892 = -739316.452219
  nChanged 13
		SP:Iteration 25Q (15586.720000 sec): 3 clusters
  Score: Raw -742176.424899 + Penalty 2850.896892 = -739325.528007
  nChanged 7
		SP:Iteration 26Q (15586.730000 sec): 3 clusters
  Score: Raw -742186.304626 + Penalty 2850.896892 = -739335.407734
  nChanged 5
		SP:Iteration 27Q (15586.740000 sec): 3 clusters
  Score: Raw -742189.544125 + Penalty 2850.896892 = -739338.647233
  nChanged 0
		SP:Iteration 28F (15586.760000 sec): 3 clusters
  Score: Raw -742189.544125 + Penalty 2850.896892 = -739338.647233
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15586.800000 sec): 2 clusters
  Score: Raw -1727609.595401 + Penalty 1554.107743 = -1726055.487658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15586.840000 sec): 3 clusters
  Score: Raw -1719198.727265 + Penalty 3108.215486 = -1716090.511778
  nChanged 6400
		SP:Iteration 1F (15586.880000 sec): 3 clusters
  Score: Raw -1722796.768075 + Penalty 3108.215486 = -1719688.552589
  nChanged 823
		SP:Iteration 2F (15586.910000 sec): 3 clusters
  Score: Raw -1723183.984568 + Penalty 3108.215486 = -1720075.769082
  nChanged 840
		SP:Iteration 3F (15586.950000 sec): 3 clusters
  Score: Raw -1723644.707842 + Penalty 3108.215486 = -1720536.492356
  nChanged 861
		SP:Iteration 4F (15586.980000 sec): 3 clusters
  Score: Raw -1724205.669251 + Penalty 3108.215486 = -1721097.453765
  nChanged 914
		SP:Iteration 5F (15587.020000 sec): 3 clusters
  Score: Raw -1724918.238996 + Penalty 3108.215486 = -1721810.023510
  nChanged 938
		SP:Iteration 6F (15587.060000 sec): 3 clusters
  Score: Raw -1725714.715031 + Penalty 3108.215486 = -1722606.499545
  nChanged 816
		SP:Iteration 7F (15587.090000 sec): 3 clusters
  Score: Raw -1726440.407824 + Penalty 3108.215486 = -1723332.192338
  nChanged 626
		SP:Iteration 8Q (15587.130000 sec): 3 clusters
  Score: Raw -1727008.394865 + Penalty 3108.215486 = -1723900.179378
  nChanged 378
		SP:Iteration 9Q (15587.160000 sec): 3 clusters
  Score: Raw -1727330.314734 + Penalty 3108.215486 = -1724222.099248
  nChanged 206
		SP:Iteration 10Q (15587.190000 sec): 3 clusters
  Score: Raw -1727524.993381 + Penalty 3108.215486 = -1724416.777894
  nChanged 101
		SP:Iteration 11Q (15587.220000 sec): 3 clusters
  Score: Raw -1727638.275386 + Penalty 3108.215486 = -1724530.059900
  nChanged 56
		SP:Iteration 12Q (15587.250000 sec): 3 clusters
  Score: Raw -1727699.186902 + Penalty 3108.215486 = -1724590.971415
  nChanged 31
		SP:Iteration 13Q (15587.270000 sec): 3 clusters
  Score: Raw -1727737.611231 + Penalty 3108.215486 = -1724629.395745
  nChanged 23
		SP:Iteration 14Q (15587.300000 sec): 3 clusters
  Score: Raw -1727765.802444 + Penalty 3108.215486 = -1724657.586958
  nChanged 15
		SP:Iteration 15Q (15587.320000 sec): 3 clusters
  Score: Raw -1727785.510917 + Penalty 3108.215486 = -1724677.295431
  nChanged 16
		SP:Iteration 16Q (15587.350000 sec): 3 clusters
  Score: Raw -1727802.455377 + Penalty 3108.215486 = -1724694.239891
  nChanged 8
		SP:Iteration 17Q (15587.370000 sec): 3 clusters
  Score: Raw -1727812.675457 + Penalty 3108.215486 = -1724704.459971
  nChanged 12
		SP:Iteration 18Q (15587.400000 sec): 3 clusters
  Score: Raw -1727830.304770 + Penalty 3108.215486 = -1724722.089284
  nChanged 6
		SP:Iteration 19Q (15587.420000 sec): 3 clusters
  Score: Raw -1727836.905009 + Penalty 3108.215486 = -1724728.689523
  nChanged 1
		SP:Iteration 20F (15587.460000 sec): 3 clusters
  Score: Raw -1727838.818630 + Penalty 3108.215486 = -1724730.603143
  nChanged 3
		SP:Iteration 21Q (15587.490000 sec): 3 clusters
  Score: Raw -1727841.521485 + Penalty 3108.215486 = -1724733.305999
  nChanged 0
		SP:Iteration 22F (15587.520000 sec): 3 clusters
  Score: Raw -1727841.521485 + Penalty 3108.215486 = -1724733.305999
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15587.540000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15587.540000 sec): 3 clusters
  Score: Raw -131075.915368 + Penalty 2324.232776 = -128751.682593
  nChanged 430
		SP:Iteration 1F (15587.540000 sec): 3 clusters
  Score: Raw -131540.332272 + Penalty 2324.232776 = -129216.099496
  nChanged 124
		SP:Iteration 2F (15587.540000 sec): 3 clusters
  Score: Raw -131678.716706 + Penalty 2324.232776 = -129354.483930
  nChanged 66
		SP:Iteration 3F (15587.550000 sec): 3 clusters
  Score: Raw -131759.016867 + Penalty 2324.232776 = -129434.784091
  nChanged 52
		SP:Iteration 4Q (15587.550000 sec): 3 clusters
  Score: Raw -131817.661780 + Penalty 2324.232776 = -129493.429004
  nChanged 45
		SP:Iteration 5Q (15587.560000 sec): 3 clusters
  Score: Raw -131869.834972 + Penalty 2324.232776 = -129545.602196
  nChanged 33
		SP:Iteration 6Q (15587.560000 sec): 3 clusters
  Score: Raw -131905.028474 + Penalty 2324.232776 = -129580.795699
  nChanged 20
		SP:Iteration 7Q (15587.560000 sec): 3 clusters
  Score: Raw -131923.345780 + Penalty 2324.232776 = -129599.113004
  nChanged 19
		SP:Iteration 8Q (15587.560000 sec): 3 clusters
  Score: Raw -131943.348849 + Penalty 2324.232776 = -129619.116073
  nChanged 14
		SP:Iteration 9Q (15587.570000 sec): 3 clusters
  Score: Raw -131958.364592 + Penalty 2324.232776 = -129634.131816
  nChanged 14
		SP:Iteration 10Q (15587.570000 sec): 3 clusters
  Score: Raw -131976.581954 + Penalty 2324.232776 = -129652.349178
  nChanged 17
		SP:Iteration 11Q (15587.570000 sec): 3 clusters
  Score: Raw -131998.108383 + Penalty 2324.232776 = -129673.875607
  nChanged 14
		SP:Iteration 12Q (15587.580000 sec): 3 clusters
  Score: Raw -132021.766947 + Penalty 2324.232776 = -129697.534171
  nChanged 14
		SP:Iteration 13Q (15587.580000 sec): 3 clusters
  Score: Raw -132037.719609 + Penalty 2324.232776 = -129713.486833
  nChanged 15
		SP:Iteration 14Q (15587.580000 sec): 3 clusters
  Score: Raw -132051.337474 + Penalty 2324.232776 = -129727.104698
  nChanged 9
		SP:Iteration 15Q (15587.580000 sec): 3 clusters
  Score: Raw -132058.042853 + Penalty 2324.232776 = -129733.810077
  nChanged 8
		SP:Iteration 16Q (15587.590000 sec): 3 clusters
  Score: Raw -132065.306348 + Penalty 2324.232776 = -129741.073572
  nChanged 8
		SP:Iteration 17Q (15587.590000 sec): 3 clusters
  Score: Raw -132072.749305 + Penalty 2324.232776 = -129748.516529
  nChanged 7
		SP:Iteration 18Q (15587.590000 sec): 3 clusters
  Score: Raw -132078.580151 + Penalty 2324.232776 = -129754.347376
  nChanged 4
		SP:Iteration 19Q (15587.600000 sec): 3 clusters
  Score: Raw -132080.607667 + Penalty 2324.232776 = -129756.374891
  nChanged 4
		SP:Iteration 20F (15587.600000 sec): 3 clusters
  Score: Raw -132083.037634 + Penalty 2324.232776 = -129758.804858
  nChanged 3
		SP:Iteration 21Q (15587.600000 sec): 3 clusters
  Score: Raw -132085.048723 + Penalty 2324.232776 = -129760.815947
  nChanged 1
		SP:Iteration 22Q (15587.600000 sec): 3 clusters
  Score: Raw -132085.321946 + Penalty 2324.232776 = -129761.089171
  nChanged 0
		SP:Iteration 23F (15587.610000 sec): 3 clusters
  Score: Raw -132085.321946 + Penalty 2324.232776 = -129761.089171
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (15535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15587.660000 sec): 2 clusters
  Score: Raw -1784597.611122 + Penalty 1568.263259 = -1783029.347864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15587.700000 sec): 3 clusters
  Score: Raw -1775434.908978 + Penalty 3136.526517 = -1772298.382460
  nChanged 6974
		SP:Iteration 1F (15587.740000 sec): 3 clusters
  Score: Raw -1779083.655081 + Penalty 3136.526517 = -1775947.128564
  nChanged 902
		SP:Iteration 2F (15587.780000 sec): 3 clusters
  Score: Raw -1779471.232484 + Penalty 3136.526517 = -1776334.705967
  nChanged 856
		SP:Iteration 3F (15587.820000 sec): 3 clusters
  Score: Raw -1779849.818567 + Penalty 3136.526517 = -1776713.292050
  nChanged 786
		SP:Iteration 4F (15587.860000 sec): 3 clusters
  Score: Raw -1780210.571937 + Penalty 3136.526517 = -1777074.045420
  nChanged 749
		SP:Iteration 5Q (15587.900000 sec): 3 clusters
  Score: Raw -1780568.648320 + Penalty 3136.526517 = -1777432.121803
  nChanged 751
		SP:Iteration 6Q (15587.940000 sec): 3 clusters
  Score: Raw -1780974.417621 + Penalty 3136.526517 = -1777837.891103
  nChanged 742
		SP:Iteration 7Q (15587.980000 sec): 3 clusters
  Score: Raw -1781403.605691 + Penalty 3136.526517 = -1778267.079174
  nChanged 720
		SP:Iteration 8Q (15588.020000 sec): 3 clusters
  Score: Raw -1781884.425285 + Penalty 3136.526517 = -1778747.898768
  nChanged 707
		SP:Iteration 9Q (15588.060000 sec): 3 clusters
  Score: Raw -1782407.971431 + Penalty 3136.526517 = -1779271.444914
  nChanged 607
		SP:Iteration 10Q (15588.100000 sec): 3 clusters
  Score: Raw -1782877.669258 + Penalty 3136.526517 = -1779741.142741
  nChanged 518
		SP:Iteration 11Q (15588.140000 sec): 3 clusters
  Score: Raw -1783314.143040 + Penalty 3136.526517 = -1780177.616523
  nChanged 456
		SP:Iteration 12Q (15588.180000 sec): 3 clusters
  Score: Raw -1783653.881305 + Penalty 3136.526517 = -1780517.354787
  nChanged 374
		SP:Iteration 13Q (15588.220000 sec): 3 clusters
  Score: Raw -1783888.257197 + Penalty 3136.526517 = -1780751.730680
  nChanged 276
		SP:Iteration 14Q (15588.250000 sec): 3 clusters
  Score: Raw -1784049.795067 + Penalty 3136.526517 = -1780913.268550
  nChanged 213
		SP:Iteration 15Q (15588.290000 sec): 3 clusters
  Score: Raw -1784163.873480 + Penalty 3136.526517 = -1781027.346963
  nChanged 178
		SP:Iteration 16Q (15588.320000 sec): 3 clusters
  Score: Raw -1784254.505377 + Penalty 3136.526517 = -1781117.978860
  nChanged 179
		SP:Iteration 17Q (15588.360000 sec): 3 clusters
  Score: Raw -1784335.555716 + Penalty 3136.526517 = -1781199.029199
  nChanged 142
		SP:Iteration 18Q (15588.390000 sec): 3 clusters
  Score: Raw -1784397.592474 + Penalty 3136.526517 = -1781261.065956
  nChanged 131
		SP:Iteration 19Q (15588.420000 sec): 3 clusters
  Score: Raw -1784446.622758 + Penalty 3136.526517 = -1781310.096241
  nChanged 97
		SP:Iteration 20F (15588.460000 sec): 3 clusters
  Score: Raw -1784481.016105 + Penalty 3136.526517 = -1781344.489588
  nChanged 91
		SP:Iteration 21Q (15588.500000 sec): 3 clusters
  Score: Raw -1784514.753169 + Penalty 3136.526517 = -1781378.226652
  nChanged 78
		SP:Iteration 22Q (15588.530000 sec): 3 clusters
  Score: Raw -1784542.992878 + Penalty 3136.526517 = -1781406.466361
  nChanged 85
		SP:Iteration 23Q (15588.570000 sec): 3 clusters
  Score: Raw -1784577.293499 + Penalty 3136.526517 = -1781440.766982
  nChanged 86
		SP:Iteration 24Q (15588.600000 sec): 3 clusters
  Score: Raw -1784615.814314 + Penalty 3136.526517 = -1781479.287797
  nChanged 83
		SP:Iteration 25Q (15588.630000 sec): 3 clusters
  Score: Raw -1784651.004250 + Penalty 3136.526517 = -1781514.477733
  nChanged 76
		SP:Iteration 26Q (15588.660000 sec): 3 clusters
  Score: Raw -1784683.575158 + Penalty 3136.526517 = -1781547.048641
  nChanged 72
		SP:Iteration 27Q (15588.690000 sec): 3 clusters
  Score: Raw -1784711.367901 + Penalty 3136.526517 = -1781574.841384
  nChanged 68
		SP:Iteration 28Q (15588.720000 sec): 3 clusters
  Score: Raw -1784740.738670 + Penalty 3136.526517 = -1781604.212153
  nChanged 49
		SP:Iteration 29Q (15588.750000 sec): 3 clusters
  Score: Raw -1784761.882998 + Penalty 3136.526517 = -1781625.356481
  nChanged 47
		SP:Iteration 30Q (15588.790000 sec): 3 clusters
  Score: Raw -1784779.050166 + Penalty 3136.526517 = -1781642.523649
  nChanged 42
		SP:Iteration 31Q (15588.820000 sec): 3 clusters
  Score: Raw -1784795.391117 + Penalty 3136.526517 = -1781658.864600
  nChanged 33
		SP:Iteration 32Q (15588.850000 sec): 3 clusters
  Score: Raw -1784810.195663 + Penalty 3136.526517 = -1781673.669146
  nChanged 40
		SP:Iteration 33Q (15588.880000 sec): 3 clusters
  Score: Raw -1784827.135850 + Penalty 3136.526517 = -1781690.609333
  nChanged 32
		SP:Iteration 34Q (15588.910000 sec): 3 clusters
  Score: Raw -1784840.146646 + Penalty 3136.526517 = -1781703.620128
  nChanged 35
		SP:Iteration 35Q (15588.940000 sec): 3 clusters
  Score: Raw -1784854.853685 + Penalty 3136.526517 = -1781718.327168
  nChanged 30
		SP:Iteration 36Q (15588.970000 sec): 3 clusters
  Score: Raw -1784868.308452 + Penalty 3136.526517 = -1781731.781935
  nChanged 41
		SP:Iteration 37Q (15589.000000 sec): 3 clusters
  Score: Raw -1784888.070454 + Penalty 3136.526517 = -1781751.543937
  nChanged 40
		SP:Iteration 38Q (15589.030000 sec): 3 clusters
  Score: Raw -1784903.169993 + Penalty 3136.526517 = -1781766.643476
  nChanged 28
		SP:Iteration 39Q (15589.060000 sec): 3 clusters
  Score: Raw -1784918.169100 + Penalty 3136.526517 = -1781781.642583
  nChanged 33
		SP:Iteration 40F (15589.100000 sec): 3 clusters
  Score: Raw -1784932.928971 + Penalty 3136.526517 = -1781796.402454
  nChanged 25
		SP:Iteration 41Q (15589.130000 sec): 3 clusters
  Score: Raw -1784944.532496 + Penalty 3136.526517 = -1781808.005979
  nChanged 19
		SP:Iteration 42Q (15589.160000 sec): 3 clusters
  Score: Raw -1784953.222756 + Penalty 3136.526517 = -1781816.696239
  nChanged 17
		SP:Iteration 43Q (15589.190000 sec): 3 clusters
  Score: Raw -1784958.884105 + Penalty 3136.526517 = -1781822.357588
  nChanged 13
		SP:Iteration 44Q (15589.220000 sec): 3 clusters
  Score: Raw -1784963.207511 + Penalty 3136.526517 = -1781826.680994
  nChanged 18
		SP:Iteration 45Q (15589.250000 sec): 3 clusters
  Score: Raw -1784969.751822 + Penalty 3136.526517 = -1781833.225305
  nChanged 12
		SP:Iteration 46Q (15589.280000 sec): 3 clusters
  Score: Raw -1784974.053667 + Penalty 3136.526517 = -1781837.527150
  nChanged 12
		SP:Iteration 47Q (15589.310000 sec): 3 clusters
  Score: Raw -1784978.442485 + Penalty 3136.526517 = -1781841.915968
  nChanged 8
		SP:Iteration 48Q (15589.350000 sec): 3 clusters
  Score: Raw -1784981.158708 + Penalty 3136.526517 = -1781844.632191
  nChanged 10
		SP:Iteration 49Q (15589.370000 sec): 3 clusters
  Score: Raw -1784984.476110 + Penalty 3136.526517 = -1781847.949593
  nChanged 6
		SP:Iteration 50Q (15589.410000 sec): 3 clusters
  Score: Raw -1784986.322589 + Penalty 3136.526517 = -1781849.796072
  nChanged 5
		SP:Iteration 51Q (15589.430000 sec): 3 clusters
  Score: Raw -1784988.169905 + Penalty 3136.526517 = -1781851.643388
  nChanged 6
		SP:Iteration 52Q (15589.460000 sec): 3 clusters
  Score: Raw -1784989.586614 + Penalty 3136.526517 = -1781853.060097
  nChanged 4
		SP:Iteration 53Q (15589.490000 sec): 3 clusters
  Score: Raw -1784990.794819 + Penalty 3136.526517 = -1781854.268302
  nChanged 1
		SP:Iteration 54Q (15589.520000 sec): 3 clusters
  Score: Raw -1784991.167493 + Penalty 3136.526517 = -1781854.640976
  nChanged 0
		SP:Iteration 55F (15589.560000 sec): 3 clusters
  Score: Raw -1784991.167493 + Penalty 3136.526517 = -1781854.640976
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15589.670000 sec): 2 clusters
  Score: Raw -4003802.598725 + Penalty 1699.509733 = -4002103.088992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15589.760000 sec): 3 clusters
  Score: Raw -3982148.264646 + Penalty 3399.019465 = -3978749.245181
  nChanged 16068
		SP:Iteration 1F (15589.850000 sec): 3 clusters
  Score: Raw -3991289.804187 + Penalty 3399.019465 = -3987890.784722
  nChanged 1604
		SP:Iteration 2Q (15589.950000 sec): 3 clusters
  Score: Raw -3991932.524704 + Penalty 3399.019465 = -3988533.505239
  nChanged 1641
		SP:Iteration 3Q (15590.050000 sec): 3 clusters
  Score: Raw -3992733.439265 + Penalty 3399.019465 = -3989334.419800
  nChanged 1746
		SP:Iteration 4F (15590.140000 sec): 3 clusters
  Score: Raw -3993723.610570 + Penalty 3399.019465 = -3990324.591105
  nChanged 1905
		SP:Iteration 5F (15590.230000 sec): 3 clusters
  Score: Raw -3994875.729432 + Penalty 3399.019465 = -3991476.709967
  nChanged 1978
		SP:Iteration 6F (15590.330000 sec): 3 clusters
  Score: Raw -3996267.012400 + Penalty 3399.019465 = -3992867.992935
  nChanged 2049
		SP:Iteration 7F (15590.420000 sec): 3 clusters
  Score: Raw -3997872.610979 + Penalty 3399.019465 = -3994473.591514
  nChanged 2003
		SP:Iteration 8F (15590.510000 sec): 3 clusters
  Score: Raw -3999415.822245 + Penalty 3399.019465 = -3996016.802780
  nChanged 1724
		SP:Iteration 9Q (15590.600000 sec): 3 clusters
  Score: Raw -4000683.525545 + Penalty 3399.019465 = -3997284.506080
  nChanged 1341
		SP:Iteration 10Q (15590.690000 sec): 3 clusters
  Score: Raw -4001556.859347 + Penalty 3399.019465 = -3998157.839881
  nChanged 1021
		SP:Iteration 11Q (15590.780000 sec): 3 clusters
  Score: Raw -4002104.008128 + Penalty 3399.019465 = -3998704.988663
  nChanged 800
		SP:Iteration 12Q (15590.860000 sec): 3 clusters
  Score: Raw -4002486.206568 + Penalty 3399.019465 = -3999087.187103
  nChanged 639
		SP:Iteration 13Q (15590.950000 sec): 3 clusters
  Score: Raw -4002787.093453 + Penalty 3399.019465 = -3999388.073988
  nChanged 588
		SP:Iteration 14Q (15591.030000 sec): 3 clusters
  Score: Raw -4003041.856550 + Penalty 3399.019465 = -3999642.837084
  nChanged 495
		SP:Iteration 15Q (15591.110000 sec): 3 clusters
  Score: Raw -4003229.543740 + Penalty 3399.019465 = -3999830.524275
  nChanged 430
		SP:Iteration 16Q (15591.190000 sec): 3 clusters
  Score: Raw -4003370.339988 + Penalty 3399.019465 = -3999971.320522
  nChanged 374
		SP:Iteration 17Q (15591.270000 sec): 3 clusters
  Score: Raw -4003480.858701 + Penalty 3399.019465 = -4000081.839236
  nChanged 309
		SP:Iteration 18Q (15591.350000 sec): 3 clusters
  Score: Raw -4003571.271958 + Penalty 3399.019465 = -4000172.252493
  nChanged 271
		SP:Iteration 19Q (15591.430000 sec): 3 clusters
  Score: Raw -4003655.604962 + Penalty 3399.019465 = -4000256.585497
  nChanged 256
		SP:Iteration 20F (15591.520000 sec): 3 clusters
  Score: Raw -4003734.180903 + Penalty 3399.019465 = -4000335.161438
  nChanged 215
		SP:Iteration 21Q (15591.590000 sec): 3 clusters
  Score: Raw -4003796.632347 + Penalty 3399.019465 = -4000397.612882
  nChanged 186
		SP:Iteration 22Q (15591.670000 sec): 3 clusters
  Score: Raw -4003850.084480 + Penalty 3399.019465 = -4000451.065015
  nChanged 189
		SP:Iteration 23Q (15591.740000 sec): 3 clusters
  Score: Raw -4003903.839059 + Penalty 3399.019465 = -4000504.819594
  nChanged 174
		SP:Iteration 24Q (15591.820000 sec): 3 clusters
  Score: Raw -4003955.296496 + Penalty 3399.019465 = -4000556.277031
  nChanged 164
		SP:Iteration 25Q (15591.890000 sec): 3 clusters
  Score: Raw -4003998.881565 + Penalty 3399.019465 = -4000599.862100
  nChanged 141
		SP:Iteration 26Q (15591.960000 sec): 3 clusters
  Score: Raw -4004037.434761 + Penalty 3399.019465 = -4000638.415296
  nChanged 122
		SP:Iteration 27Q (15592.030000 sec): 3 clusters
  Score: Raw -4004068.191068 + Penalty 3399.019465 = -4000669.171603
  nChanged 100
		SP:Iteration 28Q (15592.110000 sec): 3 clusters
  Score: Raw -4004089.606203 + Penalty 3399.019465 = -4000690.586738
  nChanged 83
		SP:Iteration 29Q (15592.180000 sec): 3 clusters
  Score: Raw -4004107.154777 + Penalty 3399.019465 = -4000708.135312
  nChanged 78
		SP:Iteration 30Q (15592.250000 sec): 3 clusters
  Score: Raw -4004124.138696 + Penalty 3399.019465 = -4000725.119231
  nChanged 79
		SP:Iteration 31Q (15592.320000 sec): 3 clusters
  Score: Raw -4004140.883155 + Penalty 3399.019465 = -4000741.863689
  nChanged 72
		SP:Iteration 32Q (15592.390000 sec): 3 clusters
  Score: Raw -4004154.970807 + Penalty 3399.019465 = -4000755.951342
  nChanged 64
		SP:Iteration 33Q (15592.470000 sec): 3 clusters
  Score: Raw -4004165.821032 + Penalty 3399.019465 = -4000766.801567
  nChanged 49
		SP:Iteration 34Q (15592.540000 sec): 3 clusters
  Score: Raw -4004173.111937 + Penalty 3399.019465 = -4000774.092472
  nChanged 45
		SP:Iteration 35Q (15592.610000 sec): 3 clusters
  Score: Raw -4004180.580988 + Penalty 3399.019465 = -4000781.561523
  nChanged 35
		SP:Iteration 36Q (15592.680000 sec): 3 clusters
  Score: Raw -4004188.495385 + Penalty 3399.019465 = -4000789.475920
  nChanged 44
		SP:Iteration 37Q (15592.750000 sec): 3 clusters
  Score: Raw -4004196.922504 + Penalty 3399.019465 = -4000797.903039
  nChanged 35
		SP:Iteration 38Q (15592.820000 sec): 3 clusters
  Score: Raw -4004203.207548 + Penalty 3399.019465 = -4000804.188083
  nChanged 33
		SP:Iteration 39Q (15592.890000 sec): 3 clusters
  Score: Raw -4004208.494514 + Penalty 3399.019465 = -4000809.475049
  nChanged 23
		SP:Iteration 40F (15592.980000 sec): 3 clusters
  Score: Raw -4004211.460235 + Penalty 3399.019465 = -4000812.440770
  nChanged 30
		SP:Iteration 41Q (15593.050000 sec): 3 clusters
  Score: Raw -4004215.412098 + Penalty 3399.019465 = -4000816.392633
  nChanged 19
		SP:Iteration 42Q (15593.130000 sec): 3 clusters
  Score: Raw -4004219.086790 + Penalty 3399.019465 = -4000820.067325
  nChanged 23
		SP:Iteration 43Q (15593.200000 sec): 3 clusters
  Score: Raw -4004222.208281 + Penalty 3399.019465 = -4000823.188816
  nChanged 16
		SP:Iteration 44Q (15593.270000 sec): 3 clusters
  Score: Raw -4004225.680363 + Penalty 3399.019465 = -4000826.660898
  nChanged 26
		SP:Iteration 45Q (15593.340000 sec): 3 clusters
  Score: Raw -4004230.784911 + Penalty 3399.019465 = -4000831.765446
  nChanged 23
		SP:Iteration 46Q (15593.410000 sec): 3 clusters
  Score: Raw -4004234.489542 + Penalty 3399.019465 = -4000835.470077
  nChanged 22
		SP:Iteration 47Q (15593.480000 sec): 3 clusters
  Score: Raw -4004237.688959 + Penalty 3399.019465 = -4000838.669494
  nChanged 14
		SP:Iteration 48Q (15593.550000 sec): 3 clusters
  Score: Raw -4004239.418407 + Penalty 3399.019465 = -4000840.398942
  nChanged 15
		SP:Iteration 49Q (15593.620000 sec): 3 clusters
  Score: Raw -4004241.840186 + Penalty 3399.019465 = -4000842.820721
  nChanged 17
		SP:Iteration 50Q (15593.690000 sec): 3 clusters
  Score: Raw -4004245.077888 + Penalty 3399.019465 = -4000846.058423
  nChanged 19
		SP:Iteration 51Q (15593.770000 sec): 3 clusters
  Score: Raw -4004248.764210 + Penalty 3399.019465 = -4000849.744745
  nChanged 21
		SP:Iteration 52Q (15593.840000 sec): 3 clusters
  Score: Raw -4004251.952545 + Penalty 3399.019465 = -4000852.933079
  nChanged 20
		SP:Iteration 53Q (15593.910000 sec): 3 clusters
  Score: Raw -4004255.290457 + Penalty 3399.019465 = -4000856.270992
  nChanged 18
		SP:Iteration 54Q (15593.980000 sec): 3 clusters
  Score: Raw -4004258.290368 + Penalty 3399.019465 = -4000859.270903
  nChanged 17
		SP:Iteration 55Q (15594.050000 sec): 3 clusters
  Score: Raw -4004260.846038 + Penalty 3399.019465 = -4000861.826573
  nChanged 15
		SP:Iteration 56Q (15594.120000 sec): 3 clusters
  Score: Raw -4004264.312016 + Penalty 3399.019465 = -4000865.292551
  nChanged 22
		SP:Iteration 57Q (15594.190000 sec): 3 clusters
  Score: Raw -4004268.009331 + Penalty 3399.019465 = -4000868.989866
  nChanged 16
		SP:Iteration 58Q (15594.260000 sec): 3 clusters
  Score: Raw -4004271.532171 + Penalty 3399.019465 = -4000872.512706
  nChanged 17
		SP:Iteration 59Q (15594.330000 sec): 3 clusters
  Score: Raw -4004274.336710 + Penalty 3399.019465 = -4000875.317245
  nChanged 17
		SP:Iteration 60F (15594.420000 sec): 3 clusters
  Score: Raw -4004276.659611 + Penalty 3399.019465 = -4000877.640145
  nChanged 17
		SP:Iteration 61Q (15594.490000 sec): 3 clusters
  Score: Raw -4004279.638686 + Penalty 3399.019465 = -4000880.619221
  nChanged 14
		SP:Iteration 62Q (15594.560000 sec): 3 clusters
  Score: Raw -4004281.326676 + Penalty 3399.019465 = -4000882.307211
  nChanged 10
		SP:Iteration 63Q (15594.630000 sec): 3 clusters
  Score: Raw -4004282.756463 + Penalty 3399.019465 = -4000883.736998
  nChanged 4
		SP:Iteration 64Q (15594.700000 sec): 3 clusters
  Score: Raw -4004283.005328 + Penalty 3399.019465 = -4000883.985863
  nChanged 0
		SP:Iteration 65F (15594.790000 sec): 3 clusters
  Score: Raw -4004283.005328 + Penalty 3399.019465 = -4000883.985863
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15594.860000 sec): 2 clusters
  Score: Raw -2359112.382249 + Penalty 1610.288814 = -2357502.093435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15594.910000 sec): 3 clusters
  Score: Raw -2347037.357329 + Penalty 3220.577628 = -2343816.779701
  nChanged 9037
		SP:Iteration 1F (15594.970000 sec): 3 clusters
  Score: Raw -2351990.316017 + Penalty 3220.577628 = -2348769.738389
  nChanged 1046
		SP:Iteration 2F (15595.020000 sec): 3 clusters
  Score: Raw -2352426.426717 + Penalty 3220.577628 = -2349205.849089
  nChanged 1043
		SP:Iteration 3F (15595.070000 sec): 3 clusters
  Score: Raw -2352939.919943 + Penalty 3220.577628 = -2349719.342315
  nChanged 1141
		SP:Iteration 4F (15595.130000 sec): 3 clusters
  Score: Raw -2353597.316885 + Penalty 3220.577628 = -2350376.739257
  nChanged 1240
		SP:Iteration 5F (15595.180000 sec): 3 clusters
  Score: Raw -2354411.193549 + Penalty 3220.577628 = -2351190.615921
  nChanged 1192
		SP:Iteration 6F (15595.230000 sec): 3 clusters
  Score: Raw -2355203.543250 + Penalty 3220.577628 = -2351982.965622
  nChanged 1113
		SP:Iteration 7F (15595.290000 sec): 3 clusters
  Score: Raw -2355996.210236 + Penalty 3220.577628 = -2352775.632608
  nChanged 993
		SP:Iteration 8Q (15595.340000 sec): 3 clusters
  Score: Raw -2356722.106924 + Penalty 3220.577628 = -2353501.529296
  nChanged 898
		SP:Iteration 9Q (15595.390000 sec): 3 clusters
  Score: Raw -2357413.113187 + Penalty 3220.577628 = -2354192.535559
  nChanged 722
		SP:Iteration 10Q (15595.440000 sec): 3 clusters
  Score: Raw -2357990.065865 + Penalty 3220.577628 = -2354769.488238
  nChanged 551
		SP:Iteration 11Q (15595.490000 sec): 3 clusters
  Score: Raw -2358427.850841 + Penalty 3220.577628 = -2355207.273213
  nChanged 422
		SP:Iteration 12Q (15595.540000 sec): 3 clusters
  Score: Raw -2358769.132092 + Penalty 3220.577628 = -2355548.554464
  nChanged 260
		SP:Iteration 13Q (15595.580000 sec): 3 clusters
  Score: Raw -2358987.970322 + Penalty 3220.577628 = -2355767.392694
  nChanged 153
		SP:Iteration 14Q (15595.620000 sec): 3 clusters
  Score: Raw -2359125.611456 + Penalty 3220.577628 = -2355905.033829
  nChanged 97
		SP:Iteration 15Q (15595.670000 sec): 3 clusters
  Score: Raw -2359220.750256 + Penalty 3220.577628 = -2356000.172628
  nChanged 52
		SP:Iteration 16Q (15595.710000 sec): 3 clusters
  Score: Raw -2359262.860649 + Penalty 3220.577628 = -2356042.283021
  nChanged 27
		SP:Iteration 17Q (15595.750000 sec): 3 clusters
  Score: Raw -2359289.969706 + Penalty 3220.577628 = -2356069.392078
  nChanged 17
		SP:Iteration 18Q (15595.790000 sec): 3 clusters
  Score: Raw -2359301.830585 + Penalty 3220.577628 = -2356081.252957
  nChanged 8
		SP:Iteration 19Q (15595.820000 sec): 3 clusters
  Score: Raw -2359310.166289 + Penalty 3220.577628 = -2356089.588662
  nChanged 6
		SP:Iteration 20F (15595.870000 sec): 3 clusters
  Score: Raw -2359316.020727 + Penalty 3220.577628 = -2356095.443099
  nChanged 3
		SP:Iteration 21Q (15595.910000 sec): 3 clusters
  Score: Raw -2359319.589022 + Penalty 3220.577628 = -2356099.011394
  nChanged 2
		SP:Iteration 22Q (15595.950000 sec): 3 clusters
  Score: Raw -2359320.980801 + Penalty 3220.577628 = -2356100.403173
  nChanged 0
		SP:Iteration 23F (15596.010000 sec): 3 clusters
  Score: Raw -2359320.980801 + Penalty 3220.577628 = -2356100.403173
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15596.050000 sec): 2 clusters
  Score: Raw -1633531.309835 + Penalty 1554.859216 = -1631976.450619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15596.080000 sec): 3 clusters
  Score: Raw -1625110.506322 + Penalty 3109.718432 = -1622000.787891
  nChanged 6363
		SP:Iteration 1F (15596.120000 sec): 3 clusters
  Score: Raw -1628694.442800 + Penalty 3109.718432 = -1625584.724369
  nChanged 843
		SP:Iteration 2F (15596.160000 sec): 3 clusters
  Score: Raw -1629077.823358 + Penalty 3109.718432 = -1625968.104927
  nChanged 856
		SP:Iteration 3F (15596.190000 sec): 3 clusters
  Score: Raw -1629587.548101 + Penalty 3109.718432 = -1626477.829670
  nChanged 904
		SP:Iteration 4F (15596.230000 sec): 3 clusters
  Score: Raw -1630225.492120 + Penalty 3109.718432 = -1627115.773688
  nChanged 981
		SP:Iteration 5F (15596.270000 sec): 3 clusters
  Score: Raw -1631002.384399 + Penalty 3109.718432 = -1627892.665967
  nChanged 933
		SP:Iteration 6F (15596.300000 sec): 3 clusters
  Score: Raw -1631753.564963 + Penalty 3109.718432 = -1628643.846531
  nChanged 825
		SP:Iteration 7F (15596.340000 sec): 3 clusters
  Score: Raw -1632312.730647 + Penalty 3109.718432 = -1629203.012216
  nChanged 650
		SP:Iteration 8Q (15596.380000 sec): 3 clusters
  Score: Raw -1632672.528646 + Penalty 3109.718432 = -1629562.810214
  nChanged 456
		SP:Iteration 9Q (15596.410000 sec): 3 clusters
  Score: Raw -1632892.075179 + Penalty 3109.718432 = -1629782.356747
  nChanged 407
		SP:Iteration 10Q (15596.450000 sec): 3 clusters
  Score: Raw -1633063.544587 + Penalty 3109.718432 = -1629953.826155
  nChanged 328
		SP:Iteration 11Q (15596.480000 sec): 3 clusters
  Score: Raw -1633185.056617 + Penalty 3109.718432 = -1630075.338185
  nChanged 273
		SP:Iteration 12Q (15596.520000 sec): 3 clusters
  Score: Raw -1633264.796286 + Penalty 3109.718432 = -1630155.077855
  nChanged 182
		SP:Iteration 13Q (15596.550000 sec): 3 clusters
  Score: Raw -1633308.227441 + Penalty 3109.718432 = -1630198.509009
  nChanged 147
		SP:Iteration 14Q (15596.590000 sec): 3 clusters
  Score: Raw -1633339.601474 + Penalty 3109.718432 = -1630229.883043
  nChanged 122
		SP:Iteration 15Q (15596.620000 sec): 3 clusters
  Score: Raw -1633363.549059 + Penalty 3109.718432 = -1630253.830628
  nChanged 109
		SP:Iteration 16Q (15596.660000 sec): 3 clusters
  Score: Raw -1633386.071393 + Penalty 3109.718432 = -1630276.352961
  nChanged 98
		SP:Iteration 17Q (15596.690000 sec): 3 clusters
  Score: Raw -1633404.418941 + Penalty 3109.718432 = -1630294.700509
  nChanged 93
		SP:Iteration 18Q (15596.730000 sec): 3 clusters
  Score: Raw -1633421.586378 + Penalty 3109.718432 = -1630311.867946
  nChanged 95
		SP:Iteration 19Q (15596.760000 sec): 3 clusters
  Score: Raw -1633439.628628 + Penalty 3109.718432 = -1630329.910196
  nChanged 90
		SP:Iteration 20F (15596.800000 sec): 3 clusters
  Score: Raw -1633456.804245 + Penalty 3109.718432 = -1630347.085814
  nChanged 82
		SP:Iteration 21Q (15596.830000 sec): 3 clusters
  Score: Raw -1633469.655385 + Penalty 3109.718432 = -1630359.936953
  nChanged 64
		SP:Iteration 22Q (15596.870000 sec): 3 clusters
  Score: Raw -1633479.020401 + Penalty 3109.718432 = -1630369.301969
  nChanged 60
		SP:Iteration 23Q (15596.900000 sec): 3 clusters
  Score: Raw -1633487.972440 + Penalty 3109.718432 = -1630378.254008
  nChanged 58
		SP:Iteration 24Q (15596.930000 sec): 3 clusters
  Score: Raw -1633496.066645 + Penalty 3109.718432 = -1630386.348213
  nChanged 51
		SP:Iteration 25Q (15596.970000 sec): 3 clusters
  Score: Raw -1633503.191097 + Penalty 3109.718432 = -1630393.472666
  nChanged 53
		SP:Iteration 26Q (15597.000000 sec): 3 clusters
  Score: Raw -1633511.043433 + Penalty 3109.718432 = -1630401.325001
  nChanged 52
		SP:Iteration 27Q (15597.040000 sec): 3 clusters
  Score: Raw -1633518.044194 + Penalty 3109.718432 = -1630408.325763
  nChanged 35
		SP:Iteration 28Q (15597.070000 sec): 3 clusters
  Score: Raw -1633523.133282 + Penalty 3109.718432 = -1630413.414850
  nChanged 38
		SP:Iteration 29Q (15597.110000 sec): 3 clusters
  Score: Raw -1633529.148531 + Penalty 3109.718432 = -1630419.430099
  nChanged 37
		SP:Iteration 30Q (15597.140000 sec): 3 clusters
  Score: Raw -1633535.236999 + Penalty 3109.718432 = -1630425.518568
  nChanged 47
		SP:Iteration 31Q (15597.170000 sec): 3 clusters
  Score: Raw -1633542.627739 + Penalty 3109.718432 = -1630432.909307
  nChanged 45
		SP:Iteration 32Q (15597.210000 sec): 3 clusters
  Score: Raw -1633551.921099 + Penalty 3109.718432 = -1630442.202667
  nChanged 55
		SP:Iteration 33Q (15597.250000 sec): 3 clusters
  Score: Raw -1633564.893581 + Penalty 3109.718432 = -1630455.175149
  nChanged 67
		SP:Iteration 34Q (15597.280000 sec): 3 clusters
  Score: Raw -1633585.452170 + Penalty 3109.718432 = -1630475.733738
  nChanged 71
		SP:Iteration 35Q (15597.310000 sec): 3 clusters
  Score: Raw -1633612.007191 + Penalty 3109.718432 = -1630502.288759
  nChanged 81
		SP:Iteration 36Q (15597.350000 sec): 3 clusters
  Score: Raw -1633659.088141 + Penalty 3109.718432 = -1630549.369709
  nChanged 106
		SP:Iteration 37Q (15597.390000 sec): 3 clusters
  Score: Raw -1633714.822213 + Penalty 3109.718432 = -1630605.103781
  nChanged 105
		SP:Iteration 38Q (15597.420000 sec): 3 clusters
  Score: Raw -1633763.469302 + Penalty 3109.718432 = -1630653.750870
  nChanged 101
		SP:Iteration 39Q (15597.450000 sec): 3 clusters
  Score: Raw -1633796.042929 + Penalty 3109.718432 = -1630686.324497
  nChanged 87
		SP:Iteration 40F (15597.490000 sec): 3 clusters
  Score: Raw -1633819.833548 + Penalty 3109.718432 = -1630710.115116
  nChanged 87
		SP:Iteration 41Q (15597.530000 sec): 3 clusters
  Score: Raw -1633838.571120 + Penalty 3109.718432 = -1630728.852688
  nChanged 65
		SP:Iteration 42Q (15597.560000 sec): 3 clusters
  Score: Raw -1633853.156661 + Penalty 3109.718432 = -1630743.438230
  nChanged 78
		SP:Iteration 43Q (15597.590000 sec): 3 clusters
  Score: Raw -1633870.026959 + Penalty 3109.718432 = -1630760.308528
  nChanged 68
		SP:Iteration 44Q (15597.630000 sec): 3 clusters
  Score: Raw -1633885.573318 + Penalty 3109.718432 = -1630775.854887
  nChanged 64
		SP:Iteration 45Q (15597.660000 sec): 3 clusters
  Score: Raw -1633901.641075 + Penalty 3109.718432 = -1630791.922643
  nChanged 80
		SP:Iteration 46Q (15597.690000 sec): 3 clusters
  Score: Raw -1633921.152966 + Penalty 3109.718432 = -1630811.434534
  nChanged 73
		SP:Iteration 47Q (15597.730000 sec): 3 clusters
  Score: Raw -1633937.498249 + Penalty 3109.718432 = -1630827.779817
  nChanged 58
		SP:Iteration 48Q (15597.760000 sec): 3 clusters
  Score: Raw -1633948.107384 + Penalty 3109.718432 = -1630838.388953
  nChanged 38
		SP:Iteration 49Q (15597.790000 sec): 3 clusters
  Score: Raw -1633953.974456 + Penalty 3109.718432 = -1630844.256024
  nChanged 42
		SP:Iteration 50Q (15597.820000 sec): 3 clusters
  Score: Raw -1633961.519708 + Penalty 3109.718432 = -1630851.801276
  nChanged 34
		SP:Iteration 51Q (15597.850000 sec): 3 clusters
  Score: Raw -1633967.130663 + Penalty 3109.718432 = -1630857.412232
  nChanged 31
		SP:Iteration 52Q (15597.890000 sec): 3 clusters
  Score: Raw -1633971.543478 + Penalty 3109.718432 = -1630861.825046
  nChanged 28
		SP:Iteration 53Q (15597.920000 sec): 3 clusters
  Score: Raw -1633976.341692 + Penalty 3109.718432 = -1630866.623260
  nChanged 21
		SP:Iteration 54Q (15597.950000 sec): 3 clusters
  Score: Raw -1633979.575469 + Penalty 3109.718432 = -1630869.857037
  nChanged 16
		SP:Iteration 55Q (15597.980000 sec): 3 clusters
  Score: Raw -1633981.412447 + Penalty 3109.718432 = -1630871.694015
  nChanged 14
		SP:Iteration 56Q (15598.010000 sec): 3 clusters
  Score: Raw -1633983.318986 + Penalty 3109.718432 = -1630873.600554
  nChanged 16
		SP:Iteration 57Q (15598.040000 sec): 3 clusters
  Score: Raw -1633985.646914 + Penalty 3109.718432 = -1630875.928482
  nChanged 16
		SP:Iteration 58Q (15598.070000 sec): 3 clusters
  Score: Raw -1633988.531670 + Penalty 3109.718432 = -1630878.813238
  nChanged 16
		SP:Iteration 59Q (15598.110000 sec): 3 clusters
  Score: Raw -1633991.002782 + Penalty 3109.718432 = -1630881.284350
  nChanged 17
		SP:Iteration 60F (15598.140000 sec): 3 clusters
  Score: Raw -1633993.520872 + Penalty 3109.718432 = -1630883.802440
  nChanged 15
		SP:Iteration 61Q (15598.170000 sec): 3 clusters
  Score: Raw -1633996.152624 + Penalty 3109.718432 = -1630886.434192
  nChanged 17
		SP:Iteration 62Q (15598.210000 sec): 3 clusters
  Score: Raw -1633999.769350 + Penalty 3109.718432 = -1630890.050918
  nChanged 20
		SP:Iteration 63Q (15598.240000 sec): 3 clusters
  Score: Raw -1634003.240419 + Penalty 3109.718432 = -1630893.521987
  nChanged 23
		SP:Iteration 64Q (15598.270000 sec): 3 clusters
  Score: Raw -1634006.935478 + Penalty 3109.718432 = -1630897.217047
  nChanged 23
		SP:Iteration 65Q (15598.300000 sec): 3 clusters
  Score: Raw -1634010.894781 + Penalty 3109.718432 = -1630901.176349
  nChanged 22
		SP:Iteration 66Q (15598.330000 sec): 3 clusters
  Score: Raw -1634014.682612 + Penalty 3109.718432 = -1630904.964180
  nChanged 14
		SP:Iteration 67Q (15598.370000 sec): 3 clusters
  Score: Raw -1634017.237285 + Penalty 3109.718432 = -1630907.518853
  nChanged 16
		SP:Iteration 68Q (15598.400000 sec): 3 clusters
  Score: Raw -1634019.765938 + Penalty 3109.718432 = -1630910.047506
  nChanged 14
		SP:Iteration 69Q (15598.430000 sec): 3 clusters
  Score: Raw -1634021.658417 + Penalty 3109.718432 = -1630911.939986
  nChanged 13
		SP:Iteration 70Q (15598.460000 sec): 3 clusters
  Score: Raw -1634023.159692 + Penalty 3109.718432 = -1630913.441261
  nChanged 9
		SP:Iteration 71Q (15598.490000 sec): 3 clusters
  Score: Raw -1634024.780545 + Penalty 3109.718432 = -1630915.062113
  nChanged 9
		SP:Iteration 72Q (15598.530000 sec): 3 clusters
  Score: Raw -1634026.157164 + Penalty 3109.718432 = -1630916.438732
  nChanged 6
		SP:Iteration 73Q (15598.560000 sec): 3 clusters
  Score: Raw -1634026.927813 + Penalty 3109.718432 = -1630917.209381
  nChanged 10
		SP:Iteration 74Q (15598.590000 sec): 3 clusters
  Score: Raw -1634028.185618 + Penalty 3109.718432 = -1630918.467186
  nChanged 9
		SP:Iteration 75Q (15598.620000 sec): 3 clusters
  Score: Raw -1634029.287935 + Penalty 3109.718432 = -1630919.569503
  nChanged 8
		SP:Iteration 76Q (15598.650000 sec): 3 clusters
  Score: Raw -1634030.605404 + Penalty 3109.718432 = -1630920.886972
  nChanged 11
		SP:Iteration 77Q (15598.690000 sec): 3 clusters
  Score: Raw -1634032.947672 + Penalty 3109.718432 = -1630923.229241
  nChanged 18
		SP:Iteration 78Q (15598.710000 sec): 3 clusters
  Score: Raw -1634035.391756 + Penalty 3109.718432 = -1630925.673324
  nChanged 14
		SP:Iteration 79Q (15598.750000 sec): 3 clusters
  Score: Raw -1634037.640895 + Penalty 3109.718432 = -1630927.922463
  nChanged 7
		SP:Iteration 80F (15598.790000 sec): 3 clusters
  Score: Raw -1634038.686884 + Penalty 3109.718432 = -1630928.968452
  nChanged 1
		SP:Iteration 81Q (15598.810000 sec): 3 clusters
  Score: Raw -1634038.811195 + Penalty 3109.718432 = -1630929.092763
  nChanged 2
		SP:Iteration 82Q (15598.850000 sec): 3 clusters
  Score: Raw -1634039.087333 + Penalty 3109.718432 = -1630929.368901
  nChanged 2
		SP:Iteration 83Q (15598.880000 sec): 3 clusters
  Score: Raw -1634039.338565 + Penalty 3109.718432 = -1630929.620133
  nChanged 2
		SP:Iteration 84Q (15598.910000 sec): 3 clusters
  Score: Raw -1634039.597112 + Penalty 3109.718432 = -1630929.878680
  nChanged 2
		SP:Iteration 85Q (15598.940000 sec): 3 clusters
  Score: Raw -1634039.742593 + Penalty 3109.718432 = -1630930.024162
  nChanged 0
		SP:Iteration 86F (15598.980000 sec): 3 clusters
  Score: Raw -1634039.742593 + Penalty 3109.718432 = -1630930.024162
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15598.990000 sec): 2 clusters
  Score: Raw -242124.176885 + Penalty 1240.028819 = -240884.148066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15599.000000 sec): 3 clusters
  Score: Raw -241242.957601 + Penalty 2480.057639 = -238762.899963
  nChanged 711
		SP:Iteration 1F (15599.000000 sec): 3 clusters
  Score: Raw -241721.238398 + Penalty 2480.057639 = -239241.180760
  nChanged 159
		SP:Iteration 2F (15599.010000 sec): 3 clusters
  Score: Raw -241818.873569 + Penalty 2480.057639 = -239338.815930
  nChanged 89
		SP:Iteration 3Q (15599.010000 sec): 3 clusters
  Score: Raw -241871.255358 + Penalty 2480.057639 = -239391.197719
  nChanged 60
		SP:Iteration 4Q (15599.020000 sec): 3 clusters
  Score: Raw -241903.939129 + Penalty 2480.057639 = -239423.881490
  nChanged 43
		SP:Iteration 5Q (15599.020000 sec): 3 clusters
  Score: Raw -241926.852763 + Penalty 2480.057639 = -239446.795124
  nChanged 23
		SP:Iteration 6Q (15599.030000 sec): 3 clusters
  Score: Raw -241938.145079 + Penalty 2480.057639 = -239458.087440
  nChanged 23
		SP:Iteration 7Q (15599.030000 sec): 3 clusters
  Score: Raw -241952.461585 + Penalty 2480.057639 = -239472.403947
  nChanged 17
		SP:Iteration 8Q (15599.040000 sec): 3 clusters
  Score: Raw -241960.283913 + Penalty 2480.057639 = -239480.226274
  nChanged 25
		SP:Iteration 9Q (15599.050000 sec): 3 clusters
  Score: Raw -241974.857513 + Penalty 2480.057639 = -239494.799874
  nChanged 19
		SP:Iteration 10Q (15599.050000 sec): 3 clusters
  Score: Raw -241983.061502 + Penalty 2480.057639 = -239503.003863
  nChanged 12
		SP:Iteration 11Q (15599.050000 sec): 3 clusters
  Score: Raw -241989.940762 + Penalty 2480.057639 = -239509.883123
  nChanged 14
		SP:Iteration 12Q (15599.060000 sec): 3 clusters
  Score: Raw -241996.498589 + Penalty 2480.057639 = -239516.440950
  nChanged 9
		SP:Iteration 13Q (15599.070000 sec): 3 clusters
  Score: Raw -241999.537068 + Penalty 2480.057639 = -239519.479429
  nChanged 8
		SP:Iteration 14Q (15599.070000 sec): 3 clusters
  Score: Raw -242002.359330 + Penalty 2480.057639 = -239522.301691
  nChanged 7
		SP:Iteration 15Q (15599.070000 sec): 3 clusters
  Score: Raw -242006.286274 + Penalty 2480.057639 = -239526.228636
  nChanged 9
		SP:Iteration 16Q (15599.080000 sec): 3 clusters
  Score: Raw -242010.329449 + Penalty 2480.057639 = -239530.271810
  nChanged 11
		SP:Iteration 17Q (15599.090000 sec): 3 clusters
  Score: Raw -242014.613389 + Penalty 2480.057639 = -239534.555750
  nChanged 8
		SP:Iteration 18Q (15599.090000 sec): 3 clusters
  Score: Raw -242017.518333 + Penalty 2480.057639 = -239537.460695
  nChanged 4
		SP:Iteration 19Q (15599.090000 sec): 3 clusters
  Score: Raw -242019.392420 + Penalty 2480.057639 = -239539.334781
  nChanged 3
		SP:Iteration 20F (15599.100000 sec): 3 clusters
  Score: Raw -242021.056830 + Penalty 2480.057639 = -239540.999191
  nChanged 2
		SP:Iteration 21Q (15599.110000 sec): 3 clusters
  Score: Raw -242022.376054 + Penalty 2480.057639 = -239542.318415
  nChanged 5
		SP:Iteration 22Q (15599.110000 sec): 3 clusters
  Score: Raw -242024.312007 + Penalty 2480.057639 = -239544.254369
  nChanged 6
		SP:Iteration 23Q (15599.110000 sec): 3 clusters
  Score: Raw -242028.147473 + Penalty 2480.057639 = -239548.089834
  nChanged 8
		SP:Iteration 24Q (15599.120000 sec): 3 clusters
  Score: Raw -242032.154426 + Penalty 2480.057639 = -239552.096787
  nChanged 4
		SP:Iteration 25Q (15599.130000 sec): 3 clusters
  Score: Raw -242033.014917 + Penalty 2480.057639 = -239552.957279
  nChanged 3
		SP:Iteration 26Q (15599.130000 sec): 3 clusters
  Score: Raw -242033.840953 + Penalty 2480.057639 = -239553.783314
  nChanged 3
		SP:Iteration 27Q (15599.130000 sec): 3 clusters
  Score: Raw -242034.976538 + Penalty 2480.057639 = -239554.918899
  nChanged 2
		SP:Iteration 28Q (15599.140000 sec): 3 clusters
  Score: Raw -242035.559695 + Penalty 2480.057639 = -239555.502056
  nChanged 0
		SP:Iteration 29F (15599.150000 sec): 3 clusters
  Score: Raw -242035.559695 + Penalty 2480.057639 = -239555.502056
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15599.170000 sec): 2 clusters
  Score: Raw -760768.157674 + Penalty 1432.425247 = -759335.732427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15599.190000 sec): 3 clusters
  Score: Raw -757062.931277 + Penalty 2864.850495 = -754198.080782
  nChanged 2867
		SP:Iteration 1F (15599.200000 sec): 3 clusters
  Score: Raw -758671.553328 + Penalty 2864.850495 = -755806.702833
  nChanged 432
		SP:Iteration 2F (15599.220000 sec): 3 clusters
  Score: Raw -758853.477884 + Penalty 2864.850495 = -755988.627389
  nChanged 314
		SP:Iteration 3Q (15599.240000 sec): 3 clusters
  Score: Raw -758978.282151 + Penalty 2864.850495 = -756113.431656
  nChanged 260
		SP:Iteration 4Q (15599.250000 sec): 3 clusters
  Score: Raw -759112.578475 + Penalty 2864.850495 = -756247.727980
  nChanged 265
		SP:Iteration 5Q (15599.270000 sec): 3 clusters
  Score: Raw -759254.095004 + Penalty 2864.850495 = -756389.244509
  nChanged 285
		SP:Iteration 6Q (15599.290000 sec): 3 clusters
  Score: Raw -759412.229388 + Penalty 2864.850495 = -756547.378893
  nChanged 277
		SP:Iteration 7Q (15599.310000 sec): 3 clusters
  Score: Raw -759564.470502 + Penalty 2864.850495 = -756699.620007
  nChanged 279
		SP:Iteration 8Q (15599.320000 sec): 3 clusters
  Score: Raw -759738.759664 + Penalty 2864.850495 = -756873.909169
  nChanged 287
		SP:Iteration 9Q (15599.340000 sec): 3 clusters
  Score: Raw -759926.380485 + Penalty 2864.850495 = -757061.529990
  nChanged 259
		SP:Iteration 10Q (15599.350000 sec): 3 clusters
  Score: Raw -760101.667507 + Penalty 2864.850495 = -757236.817012
  nChanged 234
		SP:Iteration 11Q (15599.370000 sec): 3 clusters
  Score: Raw -760262.484606 + Penalty 2864.850495 = -757397.634111
  nChanged 210
		SP:Iteration 12Q (15599.390000 sec): 3 clusters
  Score: Raw -760397.113995 + Penalty 2864.850495 = -757532.263500
  nChanged 183
		SP:Iteration 13Q (15599.400000 sec): 3 clusters
  Score: Raw -760509.834360 + Penalty 2864.850495 = -757644.983865
  nChanged 139
		SP:Iteration 14Q (15599.420000 sec): 3 clusters
  Score: Raw -760602.545221 + Penalty 2864.850495 = -757737.694726
  nChanged 124
		SP:Iteration 15Q (15599.430000 sec): 3 clusters
  Score: Raw -760694.519465 + Penalty 2864.850495 = -757829.668970
  nChanged 110
		SP:Iteration 16Q (15599.450000 sec): 3 clusters
  Score: Raw -760774.684574 + Penalty 2864.850495 = -757909.834079
  nChanged 101
		SP:Iteration 17Q (15599.470000 sec): 3 clusters
  Score: Raw -760860.096393 + Penalty 2864.850495 = -757995.245898
  nChanged 104
		SP:Iteration 18Q (15599.480000 sec): 3 clusters
  Score: Raw -760936.119863 + Penalty 2864.850495 = -758071.269368
  nChanged 82
		SP:Iteration 19Q (15599.490000 sec): 3 clusters
  Score: Raw -760994.356977 + Penalty 2864.850495 = -758129.506482
  nChanged 80
		SP:Iteration 20F (15599.510000 sec): 3 clusters
  Score: Raw -761048.084863 + Penalty 2864.850495 = -758183.234368
  nChanged 68
		SP:Iteration 21Q (15599.520000 sec): 3 clusters
  Score: Raw -761093.174382 + Penalty 2864.850495 = -758228.323887
  nChanged 58
		SP:Iteration 22Q (15599.540000 sec): 3 clusters
  Score: Raw -761134.074843 + Penalty 2864.850495 = -758269.224348
  nChanged 42
		SP:Iteration 23Q (15599.550000 sec): 3 clusters
  Score: Raw -761157.806472 + Penalty 2864.850495 = -758292.955977
  nChanged 23
		SP:Iteration 24Q (15599.570000 sec): 3 clusters
  Score: Raw -761168.889839 + Penalty 2864.850495 = -758304.039344
  nChanged 15
		SP:Iteration 25Q (15599.580000 sec): 3 clusters
  Score: Raw -761175.437436 + Penalty 2864.850495 = -758310.586942
  nChanged 8
		SP:Iteration 26Q (15599.590000 sec): 3 clusters
  Score: Raw -761177.838415 + Penalty 2864.850495 = -758312.987920
  nChanged 8
		SP:Iteration 27Q (15599.600000 sec): 3 clusters
  Score: Raw -761181.299280 + Penalty 2864.850495 = -758316.448785
  nChanged 12
		SP:Iteration 28Q (15599.620000 sec): 3 clusters
  Score: Raw -761184.380628 + Penalty 2864.850495 = -758319.530133
  nChanged 4
		SP:Iteration 29Q (15599.630000 sec): 3 clusters
  Score: Raw -761186.461857 + Penalty 2864.850495 = -758321.611362
  nChanged 6
		SP:Iteration 30Q (15599.640000 sec): 3 clusters
  Score: Raw -761188.740039 + Penalty 2864.850495 = -758323.889544
  nChanged 3
		SP:Iteration 31Q (15599.660000 sec): 3 clusters
  Score: Raw -761189.767406 + Penalty 2864.850495 = -758324.916911
  nChanged 2
		SP:Iteration 32Q (15599.670000 sec): 3 clusters
  Score: Raw -761190.222811 + Penalty 2864.850495 = -758325.372316
  nChanged 2
		SP:Iteration 33Q (15599.680000 sec): 3 clusters
  Score: Raw -761190.755727 + Penalty 2864.850495 = -758325.905232
  nChanged 1
		SP:Iteration 34Q (15599.690000 sec): 3 clusters
  Score: Raw -761190.911496 + Penalty 2864.850495 = -758326.061001
  nChanged 0
		SP:Iteration 35F (15599.710000 sec): 3 clusters
  Score: Raw -761190.911496 + Penalty 2864.850495 = -758326.061001
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15599.720000 sec): 2 clusters
  Score: Raw -179693.375527 + Penalty 1199.696298 = -178493.679229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15599.730000 sec): 3 clusters
  Score: Raw -179076.436252 + Penalty 2399.392596 = -176677.043655
  nChanged 525
		SP:Iteration 1F (15599.730000 sec): 3 clusters
  Score: Raw -179598.533720 + Penalty 2399.392596 = -177199.141124
  nChanged 131
		SP:Iteration 2F (15599.730000 sec): 3 clusters
  Score: Raw -179897.279691 + Penalty 2399.392596 = -177497.887095
  nChanged 115
		SP:Iteration 3F (15599.740000 sec): 3 clusters
  Score: Raw -180055.134905 + Penalty 2399.392596 = -177655.742309
  nChanged 97
		SP:Iteration 4F (15599.740000 sec): 3 clusters
  Score: Raw -180157.605185 + Penalty 2399.392596 = -177758.212588
  nChanged 87
		SP:Iteration 5F (15599.750000 sec): 3 clusters
  Score: Raw -180270.014158 + Penalty 2399.392596 = -177870.621562
  nChanged 68
		SP:Iteration 6Q (15599.750000 sec): 3 clusters
  Score: Raw -180347.092329 + Penalty 2399.392596 = -177947.699733
  nChanged 75
		SP:Iteration 7Q (15599.750000 sec): 3 clusters
  Score: Raw -180438.763937 + Penalty 2399.392596 = -178039.371340
  nChanged 65
		SP:Iteration 8Q (15599.760000 sec): 3 clusters
  Score: Raw -180505.240556 + Penalty 2399.392596 = -178105.847960
  nChanged 47
		SP:Iteration 9Q (15599.760000 sec): 3 clusters
  Score: Raw -180552.573475 + Penalty 2399.392596 = -178153.180879
  nChanged 36
		SP:Iteration 10Q (15599.770000 sec): 3 clusters
  Score: Raw -180587.635846 + Penalty 2399.392596 = -178188.243250
  nChanged 30
		SP:Iteration 11Q (15599.770000 sec): 3 clusters
  Score: Raw -180617.792550 + Penalty 2399.392596 = -178218.399954
  nChanged 26
		SP:Iteration 12Q (15599.770000 sec): 3 clusters
  Score: Raw -180647.732342 + Penalty 2399.392596 = -178248.339746
  nChanged 20
		SP:Iteration 13Q (15599.770000 sec): 3 clusters
  Score: Raw -180666.623927 + Penalty 2399.392596 = -178267.231331
  nChanged 15
		SP:Iteration 14Q (15599.780000 sec): 3 clusters
  Score: Raw -180680.623775 + Penalty 2399.392596 = -178281.231179
  nChanged 12
		SP:Iteration 15Q (15599.780000 sec): 3 clusters
  Score: Raw -180692.705949 + Penalty 2399.392596 = -178293.313353
  nChanged 11
		SP:Iteration 16Q (15599.790000 sec): 3 clusters
  Score: Raw -180707.856860 + Penalty 2399.392596 = -178308.464264
  nChanged 4
		SP:Iteration 17Q (15599.790000 sec): 3 clusters
  Score: Raw -180710.735096 + Penalty 2399.392596 = -178311.342500
  nChanged 3
		SP:Iteration 18Q (15599.790000 sec): 3 clusters
  Score: Raw -180715.300364 + Penalty 2399.392596 = -178315.907768
  nChanged 3
		SP:Iteration 19Q (15599.790000 sec): 3 clusters
  Score: Raw -180717.725317 + Penalty 2399.392596 = -178318.332721
  nChanged 0
		SP:Iteration 20F (15599.800000 sec): 3 clusters
  Score: Raw -180717.725317 + Penalty 2399.392596 = -178318.332721
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (12297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15599.840000 sec): 2 clusters
  Score: Raw -1404586.065363 + Penalty 1530.280474 = -1403055.784889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15599.870000 sec): 3 clusters
  Score: Raw -1397363.804807 + Penalty 3060.560948 = -1394303.243859
  nChanged 5455
		SP:Iteration 1F (15599.900000 sec): 3 clusters
  Score: Raw -1400338.115579 + Penalty 3060.560948 = -1397277.554631
  nChanged 736
		SP:Iteration 2F (15599.930000 sec): 3 clusters
  Score: Raw -1400663.329073 + Penalty 3060.560948 = -1397602.768125
  nChanged 668
		SP:Iteration 3F (15599.970000 sec): 3 clusters
  Score: Raw -1400977.541113 + Penalty 3060.560948 = -1397916.980165
  nChanged 687
		SP:Iteration 4F (15599.990000 sec): 3 clusters
  Score: Raw -1401340.056710 + Penalty 3060.560948 = -1398279.495762
  nChanged 703
		SP:Iteration 5F (15600.030000 sec): 3 clusters
  Score: Raw -1401754.498856 + Penalty 3060.560948 = -1398693.937908
  nChanged 680
		SP:Iteration 6F (15600.060000 sec): 3 clusters
  Score: Raw -1402178.273606 + Penalty 3060.560948 = -1399117.712658
  nChanged 645
		SP:Iteration 7F (15600.090000 sec): 3 clusters
  Score: Raw -1402576.929467 + Penalty 3060.560948 = -1399516.368519
  nChanged 614
		SP:Iteration 8Q (15600.120000 sec): 3 clusters
  Score: Raw -1402969.208295 + Penalty 3060.560948 = -1399908.647347
  nChanged 596
		SP:Iteration 9Q (15600.150000 sec): 3 clusters
  Score: Raw -1403400.951208 + Penalty 3060.560948 = -1400340.390260
  nChanged 516
		SP:Iteration 10Q (15600.190000 sec): 3 clusters
  Score: Raw -1403751.167252 + Penalty 3060.560948 = -1400690.606304
  nChanged 422
		SP:Iteration 11Q (15600.210000 sec): 3 clusters
  Score: Raw -1404049.040841 + Penalty 3060.560948 = -1400988.479893
  nChanged 327
		SP:Iteration 12Q (15600.250000 sec): 3 clusters
  Score: Raw -1404288.990864 + Penalty 3060.560948 = -1401228.429916
  nChanged 256
		SP:Iteration 13Q (15600.270000 sec): 3 clusters
  Score: Raw -1404486.293787 + Penalty 3060.560948 = -1401425.732839
  nChanged 222
		SP:Iteration 14Q (15600.300000 sec): 3 clusters
  Score: Raw -1404635.699017 + Penalty 3060.560948 = -1401575.138069
  nChanged 179
		SP:Iteration 15Q (15600.330000 sec): 3 clusters
  Score: Raw -1404750.198347 + Penalty 3060.560948 = -1401689.637399
  nChanged 134
		SP:Iteration 16Q (15600.360000 sec): 3 clusters
  Score: Raw -1404816.473387 + Penalty 3060.560948 = -1401755.912439
  nChanged 90
		SP:Iteration 17Q (15600.390000 sec): 3 clusters
  Score: Raw -1404860.550446 + Penalty 3060.560948 = -1401799.989498
  nChanged 84
		SP:Iteration 18Q (15600.410000 sec): 3 clusters
  Score: Raw -1404898.346000 + Penalty 3060.560948 = -1401837.785052
  nChanged 65
		SP:Iteration 19Q (15600.440000 sec): 3 clusters
  Score: Raw -1404927.538398 + Penalty 3060.560948 = -1401866.977450
  nChanged 55
		SP:Iteration 20F (15600.470000 sec): 3 clusters
  Score: Raw -1404953.017092 + Penalty 3060.560948 = -1401892.456144
  nChanged 43
		SP:Iteration 21Q (15600.500000 sec): 3 clusters
  Score: Raw -1404971.121140 + Penalty 3060.560948 = -1401910.560192
  nChanged 35
		SP:Iteration 22Q (15600.520000 sec): 3 clusters
  Score: Raw -1404985.912575 + Penalty 3060.560948 = -1401925.351627
  nChanged 46
		SP:Iteration 23Q (15600.550000 sec): 3 clusters
  Score: Raw -1405003.225506 + Penalty 3060.560948 = -1401942.664558
  nChanged 35
		SP:Iteration 24Q (15600.570000 sec): 3 clusters
  Score: Raw -1405015.977096 + Penalty 3060.560948 = -1401955.416148
  nChanged 30
		SP:Iteration 25Q (15600.600000 sec): 3 clusters
  Score: Raw -1405025.206438 + Penalty 3060.560948 = -1401964.645490
  nChanged 29
		SP:Iteration 26Q (15600.630000 sec): 3 clusters
  Score: Raw -1405038.004093 + Penalty 3060.560948 = -1401977.443145
  nChanged 24
		SP:Iteration 27Q (15600.650000 sec): 3 clusters
  Score: Raw -1405048.102512 + Penalty 3060.560948 = -1401987.541564
  nChanged 27
		SP:Iteration 28Q (15600.680000 sec): 3 clusters
  Score: Raw -1405060.508234 + Penalty 3060.560948 = -1401999.947286
  nChanged 17
		SP:Iteration 29Q (15600.700000 sec): 3 clusters
  Score: Raw -1405068.767676 + Penalty 3060.560948 = -1402008.206728
  nChanged 20
		SP:Iteration 30Q (15600.730000 sec): 3 clusters
  Score: Raw -1405074.442801 + Penalty 3060.560948 = -1402013.881854
  nChanged 15
		SP:Iteration 31Q (15600.750000 sec): 3 clusters
  Score: Raw -1405079.181068 + Penalty 3060.560948 = -1402018.620120
  nChanged 16
		SP:Iteration 32Q (15600.780000 sec): 3 clusters
  Score: Raw -1405084.647256 + Penalty 3060.560948 = -1402024.086308
  nChanged 16
		SP:Iteration 33Q (15600.810000 sec): 3 clusters
  Score: Raw -1405090.411872 + Penalty 3060.560948 = -1402029.850924
  nChanged 11
		SP:Iteration 34Q (15600.830000 sec): 3 clusters
  Score: Raw -1405094.574900 + Penalty 3060.560948 = -1402034.013952
  nChanged 11
		SP:Iteration 35Q (15600.850000 sec): 3 clusters
  Score: Raw -1405098.692612 + Penalty 3060.560948 = -1402038.131664
  nChanged 11
		SP:Iteration 36Q (15600.880000 sec): 3 clusters
  Score: Raw -1405102.153962 + Penalty 3060.560948 = -1402041.593014
  nChanged 12
		SP:Iteration 37Q (15600.910000 sec): 3 clusters
  Score: Raw -1405105.727940 + Penalty 3060.560948 = -1402045.166992
  nChanged 12
		SP:Iteration 38Q (15600.930000 sec): 3 clusters
  Score: Raw -1405112.902773 + Penalty 3060.560948 = -1402052.341825
  nChanged 16
		SP:Iteration 39Q (15600.960000 sec): 3 clusters
  Score: Raw -1405117.662162 + Penalty 3060.560948 = -1402057.101214
  nChanged 11
		SP:Iteration 40F (15600.990000 sec): 3 clusters
  Score: Raw -1405120.700109 + Penalty 3060.560948 = -1402060.139161
  nChanged 10
		SP:Iteration 41Q (15601.010000 sec): 3 clusters
  Score: Raw -1405125.692991 + Penalty 3060.560948 = -1402065.132043
  nChanged 9
		SP:Iteration 42Q (15601.040000 sec): 3 clusters
  Score: Raw -1405129.373847 + Penalty 3060.560948 = -1402068.812899
  nChanged 12
		SP:Iteration 43Q (15601.070000 sec): 3 clusters
  Score: Raw -1405132.158934 + Penalty 3060.560948 = -1402071.597986
  nChanged 10
		SP:Iteration 44Q (15601.090000 sec): 3 clusters
  Score: Raw -1405135.697719 + Penalty 3060.560948 = -1402075.136771
  nChanged 9
		SP:Iteration 45Q (15601.110000 sec): 3 clusters
  Score: Raw -1405139.055654 + Penalty 3060.560948 = -1402078.494706
  nChanged 13
		SP:Iteration 46Q (15601.140000 sec): 3 clusters
  Score: Raw -1405143.495044 + Penalty 3060.560948 = -1402082.934096
  nChanged 15
		SP:Iteration 47Q (15601.170000 sec): 3 clusters
  Score: Raw -1405152.105123 + Penalty 3060.560948 = -1402091.544175
  nChanged 14
		SP:Iteration 48Q (15601.190000 sec): 3 clusters
  Score: Raw -1405158.944271 + Penalty 3060.560948 = -1402098.383323
  nChanged 13
		SP:Iteration 49Q (15601.210000 sec): 3 clusters
  Score: Raw -1405166.008782 + Penalty 3060.560948 = -1402105.447834
  nChanged 15
		SP:Iteration 50Q (15601.240000 sec): 3 clusters
  Score: Raw -1405173.005944 + Penalty 3060.560948 = -1402112.444996
  nChanged 13
		SP:Iteration 51Q (15601.260000 sec): 3 clusters
  Score: Raw -1405177.076023 + Penalty 3060.560948 = -1402116.515075
  nChanged 7
		SP:Iteration 52Q (15601.290000 sec): 3 clusters
  Score: Raw -1405178.936949 + Penalty 3060.560948 = -1402118.376001
  nChanged 7
		SP:Iteration 53Q (15601.310000 sec): 3 clusters
  Score: Raw -1405180.919113 + Penalty 3060.560948 = -1402120.358165
  nChanged 9
		SP:Iteration 54Q (15601.340000 sec): 3 clusters
  Score: Raw -1405185.204379 + Penalty 3060.560948 = -1402124.643431
  nChanged 8
		SP:Iteration 55Q (15601.360000 sec): 3 clusters
  Score: Raw -1405188.616907 + Penalty 3060.560948 = -1402128.055959
  nChanged 12
		SP:Iteration 56Q (15601.390000 sec): 3 clusters
  Score: Raw -1405193.928125 + Penalty 3060.560948 = -1402133.367177
  nChanged 12
		SP:Iteration 57Q (15601.410000 sec): 3 clusters
  Score: Raw -1405197.960459 + Penalty 3060.560948 = -1402137.399511
  nChanged 3
		SP:Iteration 58Q (15601.430000 sec): 3 clusters
  Score: Raw -1405198.484693 + Penalty 3060.560948 = -1402137.923745
  nChanged 2
		SP:Iteration 59Q (15601.460000 sec): 3 clusters
  Score: Raw -1405199.191896 + Penalty 3060.560948 = -1402138.630948
  nChanged 2
		SP:Iteration 60F (15601.490000 sec): 3 clusters
  Score: Raw -1405199.651014 + Penalty 3060.560948 = -1402139.090066
  nChanged 1
		SP:Iteration 61Q (15601.520000 sec): 3 clusters
  Score: Raw -1405200.304133 + Penalty 3060.560948 = -1402139.743186
  nChanged 4
		SP:Iteration 62Q (15601.540000 sec): 3 clusters
  Score: Raw -1405201.707467 + Penalty 3060.560948 = -1402141.146519
  nChanged 2
		SP:Iteration 63Q (15601.570000 sec): 3 clusters
  Score: Raw -1405202.290739 + Penalty 3060.560948 = -1402141.729791
  nChanged 1
		SP:Iteration 64Q (15601.590000 sec): 3 clusters
  Score: Raw -1405202.431194 + Penalty 3060.560948 = -1402141.870246
  nChanged 1
		SP:Iteration 65Q (15601.610000 sec): 3 clusters
  Score: Raw -1405203.534842 + Penalty 3060.560948 = -1402142.973894
  nChanged 1
		SP:Iteration 66Q (15601.640000 sec): 3 clusters
  Score: Raw -1405204.210707 + Penalty 3060.560948 = -1402143.649759
  nChanged 1
		SP:Iteration 67Q (15601.660000 sec): 3 clusters
  Score: Raw -1405205.249021 + Penalty 3060.560948 = -1402144.688073
  nChanged 1
		SP:Iteration 68Q (15601.690000 sec): 3 clusters
  Score: Raw -1405205.717639 + Penalty 3060.560948 = -1402145.156691
  nChanged 4
		SP:Iteration 69Q (15601.710000 sec): 3 clusters
  Score: Raw -1405206.521967 + Penalty 3060.560948 = -1402145.961019
  nChanged 5
		SP:Iteration 70Q (15601.740000 sec): 3 clusters
  Score: Raw -1405208.513984 + Penalty 3060.560948 = -1402147.953036
  nChanged 4
		SP:Iteration 71Q (15601.760000 sec): 3 clusters
  Score: Raw -1405209.557454 + Penalty 3060.560948 = -1402148.996506
  nChanged 5
		SP:Iteration 72Q (15601.790000 sec): 3 clusters
  Score: Raw -1405211.318603 + Penalty 3060.560948 = -1402150.757655
  nChanged 10
		SP:Iteration 73Q (15601.810000 sec): 3 clusters
  Score: Raw -1405215.246048 + Penalty 3060.560948 = -1402154.685100
  nChanged 5
		SP:Iteration 74Q (15601.830000 sec): 3 clusters
  Score: Raw -1405216.709951 + Penalty 3060.560948 = -1402156.149003
  nChanged 7
		SP:Iteration 75Q (15601.860000 sec): 3 clusters
  Score: Raw -1405220.070590 + Penalty 3060.560948 = -1402159.509642
  nChanged 6
		SP:Iteration 76Q (15601.880000 sec): 3 clusters
  Score: Raw -1405221.979091 + Penalty 3060.560948 = -1402161.418143
  nChanged 7
		SP:Iteration 77Q (15601.910000 sec): 3 clusters
  Score: Raw -1405226.049646 + Penalty 3060.560948 = -1402165.488698
  nChanged 12
		SP:Iteration 78Q (15601.930000 sec): 3 clusters
  Score: Raw -1405232.753812 + Penalty 3060.560948 = -1402172.192864
  nChanged 12
		SP:Iteration 79Q (15601.950000 sec): 3 clusters
  Score: Raw -1405239.566009 + Penalty 3060.560948 = -1402179.005061
  nChanged 14
		SP:Iteration 80F (15601.990000 sec): 3 clusters
  Score: Raw -1405244.397950 + Penalty 3060.560948 = -1402183.837002
  nChanged 8
		SP:Iteration 81Q (15602.010000 sec): 3 clusters
  Score: Raw -1405246.907579 + Penalty 3060.560948 = -1402186.346631
  nChanged 4
		SP:Iteration 82Q (15602.040000 sec): 3 clusters
  Score: Raw -1405248.045074 + Penalty 3060.560948 = -1402187.484126
  nChanged 3
		SP:Iteration 83Q (15602.060000 sec): 3 clusters
  Score: Raw -1405248.813285 + Penalty 3060.560948 = -1402188.252337
  nChanged 1
		SP:Iteration 84Q (15602.090000 sec): 3 clusters
  Score: Raw -1405249.270436 + Penalty 3060.560948 = -1402188.709488
  nChanged 1
		SP:Iteration 85Q (15602.110000 sec): 3 clusters
  Score: Raw -1405249.996702 + Penalty 3060.560948 = -1402189.435755
  nChanged 4
		SP:Iteration 86Q (15602.130000 sec): 3 clusters
  Score: Raw -1405251.707655 + Penalty 3060.560948 = -1402191.146707
  nChanged 5
		SP:Iteration 87Q (15602.160000 sec): 3 clusters
  Score: Raw -1405254.450120 + Penalty 3060.560948 = -1402193.889172
  nChanged 7
		SP:Iteration 88Q (15602.180000 sec): 3 clusters
  Score: Raw -1405259.063181 + Penalty 3060.560948 = -1402198.502233
  nChanged 8
		SP:Iteration 89Q (15602.210000 sec): 3 clusters
  Score: Raw -1405262.258281 + Penalty 3060.560948 = -1402201.697333
  nChanged 11
		SP:Iteration 90Q (15602.230000 sec): 3 clusters
  Score: Raw -1405267.138850 + Penalty 3060.560948 = -1402206.577902
  nChanged 14
		SP:Iteration 91Q (15602.250000 sec): 3 clusters
  Score: Raw -1405272.306620 + Penalty 3060.560948 = -1402211.745672
  nChanged 11
		SP:Iteration 92Q (15602.280000 sec): 3 clusters
  Score: Raw -1405277.178713 + Penalty 3060.560948 = -1402216.617765
  nChanged 8
		SP:Iteration 93Q (15602.300000 sec): 3 clusters
  Score: Raw -1405280.213628 + Penalty 3060.560948 = -1402219.652680
  nChanged 2
		SP:Iteration 94Q (15602.330000 sec): 3 clusters
  Score: Raw -1405281.559949 + Penalty 3060.560948 = -1402220.999001
  nChanged 1
		SP:Iteration 95Q (15602.350000 sec): 3 clusters
  Score: Raw -1405281.622572 + Penalty 3060.560948 = -1402221.061624
  nChanged 0
		SP:Iteration 96F (15602.380000 sec): 3 clusters
  Score: Raw -1405281.622572 + Penalty 3060.560948 = -1402221.061624
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15602.400000 sec): 2 clusters
  Score: Raw -151484.709337 + Penalty 1197.764777 = -150286.944560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15602.400000 sec): 3 clusters
  Score: Raw -150912.968876 + Penalty 2395.529554 = -148517.439322
  nChanged 544
		SP:Iteration 1F (15602.400000 sec): 3 clusters
  Score: Raw -151569.079477 + Penalty 2395.529554 = -149173.549923
  nChanged 188
		SP:Iteration 2F (15602.410000 sec): 3 clusters
  Score: Raw -151911.641327 + Penalty 2395.529554 = -149516.111773
  nChanged 116
		SP:Iteration 3F (15602.410000 sec): 3 clusters
  Score: Raw -152112.741237 + Penalty 2395.529554 = -149717.211682
  nChanged 85
		SP:Iteration 4F (15602.420000 sec): 3 clusters
  Score: Raw -152249.811435 + Penalty 2395.529554 = -149854.281881
  nChanged 60
		SP:Iteration 5Q (15602.420000 sec): 3 clusters
  Score: Raw -152334.097661 + Penalty 2395.529554 = -149938.568106
  nChanged 58
		SP:Iteration 6Q (15602.420000 sec): 3 clusters
  Score: Raw -152402.253032 + Penalty 2395.529554 = -150006.723477
  nChanged 36
		SP:Iteration 7Q (15602.430000 sec): 3 clusters
  Score: Raw -152445.758106 + Penalty 2395.529554 = -150050.228552
  nChanged 22
		SP:Iteration 8Q (15602.430000 sec): 3 clusters
  Score: Raw -152468.280926 + Penalty 2395.529554 = -150072.751372
  nChanged 14
		SP:Iteration 9Q (15602.440000 sec): 3 clusters
  Score: Raw -152483.839720 + Penalty 2395.529554 = -150088.310166
  nChanged 11
		SP:Iteration 10Q (15602.440000 sec): 3 clusters
  Score: Raw -152491.360210 + Penalty 2395.529554 = -150095.830656
  nChanged 7
		SP:Iteration 11Q (15602.440000 sec): 3 clusters
  Score: Raw -152495.958443 + Penalty 2395.529554 = -150100.428889
  nChanged 8
		SP:Iteration 12Q (15602.450000 sec): 3 clusters
  Score: Raw -152503.487754 + Penalty 2395.529554 = -150107.958200
  nChanged 11
		SP:Iteration 13Q (15602.450000 sec): 3 clusters
  Score: Raw -152512.816761 + Penalty 2395.529554 = -150117.287207
  nChanged 7
		SP:Iteration 14Q (15602.450000 sec): 3 clusters
  Score: Raw -152520.466497 + Penalty 2395.529554 = -150124.936943
  nChanged 7
		SP:Iteration 15Q (15602.460000 sec): 3 clusters
  Score: Raw -152527.391229 + Penalty 2395.529554 = -150131.861674
  nChanged 4
		SP:Iteration 16Q (15602.460000 sec): 3 clusters
  Score: Raw -152530.820663 + Penalty 2395.529554 = -150135.291109
  nChanged 4
		SP:Iteration 17Q (15602.460000 sec): 3 clusters
  Score: Raw -152534.941858 + Penalty 2395.529554 = -150139.412304
  nChanged 2
		SP:Iteration 18Q (15602.470000 sec): 3 clusters
  Score: Raw -152536.063882 + Penalty 2395.529554 = -150140.534328
  nChanged 0
		SP:Iteration 19F (15602.470000 sec): 3 clusters
  Score: Raw -152536.063882 + Penalty 2395.529554 = -150140.534328
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15602.500000 sec): 2 clusters
  Score: Raw -1174732.725667 + Penalty 1501.246793 = -1173231.478874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15602.530000 sec): 3 clusters
  Score: Raw -1168894.019610 + Penalty 3002.493586 = -1165891.526024
  nChanged 4455
		SP:Iteration 1F (15602.560000 sec): 3 clusters
  Score: Raw -1171530.613996 + Penalty 3002.493586 = -1168528.120410
  nChanged 807
		SP:Iteration 2F (15602.580000 sec): 3 clusters
  Score: Raw -1172135.304437 + Penalty 3002.493586 = -1169132.810851
  nChanged 779
		SP:Iteration 3F (15602.610000 sec): 3 clusters
  Score: Raw -1172719.935335 + Penalty 3002.493586 = -1169717.441749
  nChanged 724
		SP:Iteration 4F (15602.630000 sec): 3 clusters
  Score: Raw -1173298.477204 + Penalty 3002.493586 = -1170295.983619
  nChanged 669
		SP:Iteration 5F (15602.660000 sec): 3 clusters
  Score: Raw -1173769.877102 + Penalty 3002.493586 = -1170767.383517
  nChanged 543
		SP:Iteration 6F (15602.680000 sec): 3 clusters
  Score: Raw -1174110.366960 + Penalty 3002.493586 = -1171107.873375
  nChanged 423
		SP:Iteration 7Q (15602.710000 sec): 3 clusters
  Score: Raw -1174391.902461 + Penalty 3002.493586 = -1171389.408875
  nChanged 376
		SP:Iteration 8Q (15602.740000 sec): 3 clusters
  Score: Raw -1174687.283880 + Penalty 3002.493586 = -1171684.790294
  nChanged 367
		SP:Iteration 9Q (15602.760000 sec): 3 clusters
  Score: Raw -1174997.402933 + Penalty 3002.493586 = -1171994.909347
  nChanged 333
		SP:Iteration 10Q (15602.780000 sec): 3 clusters
  Score: Raw -1175265.813740 + Penalty 3002.493586 = -1172263.320155
  nChanged 246
		SP:Iteration 11Q (15602.810000 sec): 3 clusters
  Score: Raw -1175430.887793 + Penalty 3002.493586 = -1172428.394207
  nChanged 179
		SP:Iteration 12Q (15602.830000 sec): 3 clusters
  Score: Raw -1175516.731635 + Penalty 3002.493586 = -1172514.238049
  nChanged 143
		SP:Iteration 13Q (15602.860000 sec): 3 clusters
  Score: Raw -1175582.334144 + Penalty 3002.493586 = -1172579.840558
  nChanged 134
		SP:Iteration 14Q (15602.880000 sec): 3 clusters
  Score: Raw -1175641.898649 + Penalty 3002.493586 = -1172639.405063
  nChanged 103
		SP:Iteration 15Q (15602.900000 sec): 3 clusters
  Score: Raw -1175680.269984 + Penalty 3002.493586 = -1172677.776398
  nChanged 84
		SP:Iteration 16Q (15602.920000 sec): 3 clusters
  Score: Raw -1175705.876939 + Penalty 3002.493586 = -1172703.383353
  nChanged 46
		SP:Iteration 17Q (15602.940000 sec): 3 clusters
  Score: Raw -1175717.904862 + Penalty 3002.493586 = -1172715.411277
  nChanged 44
		SP:Iteration 18Q (15602.960000 sec): 3 clusters
  Score: Raw -1175730.238190 + Penalty 3002.493586 = -1172727.744605
  nChanged 42
		SP:Iteration 19Q (15602.990000 sec): 3 clusters
  Score: Raw -1175742.630572 + Penalty 3002.493586 = -1172740.136986
  nChanged 25
		SP:Iteration 20F (15603.010000 sec): 3 clusters
  Score: Raw -1175748.798251 + Penalty 3002.493586 = -1172746.304665
  nChanged 17
		SP:Iteration 21Q (15603.040000 sec): 3 clusters
  Score: Raw -1175752.576726 + Penalty 3002.493586 = -1172750.083140
  nChanged 17
		SP:Iteration 22Q (15603.060000 sec): 3 clusters
  Score: Raw -1175755.750852 + Penalty 3002.493586 = -1172753.257266
  nChanged 23
		SP:Iteration 23Q (15603.080000 sec): 3 clusters
  Score: Raw -1175760.468090 + Penalty 3002.493586 = -1172757.974504
  nChanged 18
		SP:Iteration 24Q (15603.100000 sec): 3 clusters
  Score: Raw -1175763.983413 + Penalty 3002.493586 = -1172761.489827
  nChanged 19
		SP:Iteration 25Q (15603.120000 sec): 3 clusters
  Score: Raw -1175768.106709 + Penalty 3002.493586 = -1172765.613124
  nChanged 16
		SP:Iteration 26Q (15603.140000 sec): 3 clusters
  Score: Raw -1175770.636678 + Penalty 3002.493586 = -1172768.143093
  nChanged 17
		SP:Iteration 27Q (15603.170000 sec): 3 clusters
  Score: Raw -1175773.577339 + Penalty 3002.493586 = -1172771.083754
  nChanged 20
		SP:Iteration 28Q (15603.190000 sec): 3 clusters
  Score: Raw -1175776.197757 + Penalty 3002.493586 = -1172773.704171
  nChanged 9
		SP:Iteration 29Q (15603.210000 sec): 3 clusters
  Score: Raw -1175777.744534 + Penalty 3002.493586 = -1172775.250949
  nChanged 6
		SP:Iteration 30Q (15603.230000 sec): 3 clusters
  Score: Raw -1175778.882764 + Penalty 3002.493586 = -1172776.389179
  nChanged 7
		SP:Iteration 31Q (15603.260000 sec): 3 clusters
  Score: Raw -1175780.029246 + Penalty 3002.493586 = -1172777.535660
  nChanged 7
		SP:Iteration 32Q (15603.280000 sec): 3 clusters
  Score: Raw -1175781.124409 + Penalty 3002.493586 = -1172778.630824
  nChanged 4
		SP:Iteration 33Q (15603.300000 sec): 3 clusters
  Score: Raw -1175781.436516 + Penalty 3002.493586 = -1172778.942931
  nChanged 1
		SP:Iteration 34Q (15603.320000 sec): 3 clusters
  Score: Raw -1175781.516992 + Penalty 3002.493586 = -1172779.023406
  nChanged 3
		SP:Iteration 35Q (15603.340000 sec): 3 clusters
  Score: Raw -1175781.788038 + Penalty 3002.493586 = -1172779.294453
  nChanged 4
		SP:Iteration 36Q (15603.360000 sec): 3 clusters
  Score: Raw -1175782.348151 + Penalty 3002.493586 = -1172779.854565
  nChanged 3
		SP:Iteration 37Q (15603.380000 sec): 3 clusters
  Score: Raw -1175782.644356 + Penalty 3002.493586 = -1172780.150771
  nChanged 2
		SP:Iteration 38Q (15603.410000 sec): 3 clusters
  Score: Raw -1175782.885144 + Penalty 3002.493586 = -1172780.391558
  nChanged 0
		SP:Iteration 39F (15603.430000 sec): 3 clusters
  Score: Raw -1175782.885144 + Penalty 3002.493586 = -1172780.391558
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15603.450000 sec): 2 clusters
  Score: Raw -573006.761289 + Penalty 1385.467638 = -571621.293651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15603.460000 sec): 3 clusters
  Score: Raw -570359.809736 + Penalty 2770.935277 = -567588.874459
  nChanged 2062
		SP:Iteration 1F (15603.480000 sec): 3 clusters
  Score: Raw -571482.114055 + Penalty 2770.935277 = -568711.178779
  nChanged 383
		SP:Iteration 2F (15603.490000 sec): 3 clusters
  Score: Raw -571693.326934 + Penalty 2770.935277 = -568922.391658
  nChanged 263
		SP:Iteration 3F (15603.500000 sec): 3 clusters
  Score: Raw -571837.465569 + Penalty 2770.935277 = -569066.530292
  nChanged 230
		SP:Iteration 4Q (15603.510000 sec): 3 clusters
  Score: Raw -571956.499972 + Penalty 2770.935277 = -569185.564695
  nChanged 212
		SP:Iteration 5Q (15603.520000 sec): 3 clusters
  Score: Raw -572062.540244 + Penalty 2770.935277 = -569291.604967
  nChanged 207
		SP:Iteration 6Q (15603.540000 sec): 3 clusters
  Score: Raw -572167.974466 + Penalty 2770.935277 = -569397.039189
  nChanged 213
		SP:Iteration 7Q (15603.550000 sec): 3 clusters
  Score: Raw -572294.726550 + Penalty 2770.935277 = -569523.791273
  nChanged 244
		SP:Iteration 8Q (15603.560000 sec): 3 clusters
  Score: Raw -572462.292029 + Penalty 2770.935277 = -569691.356753
  nChanged 228
		SP:Iteration 9Q (15603.580000 sec): 3 clusters
  Score: Raw -572604.475234 + Penalty 2770.935277 = -569833.539958
  nChanged 191
		SP:Iteration 10Q (15603.590000 sec): 3 clusters
  Score: Raw -572720.251154 + Penalty 2770.935277 = -569949.315877
  nChanged 164
		SP:Iteration 11Q (15603.600000 sec): 3 clusters
  Score: Raw -572825.354668 + Penalty 2770.935277 = -570054.419392
  nChanged 136
		SP:Iteration 12Q (15603.610000 sec): 3 clusters
  Score: Raw -572901.396262 + Penalty 2770.935277 = -570130.460986
  nChanged 108
		SP:Iteration 13Q (15603.630000 sec): 3 clusters
  Score: Raw -572966.157972 + Penalty 2770.935277 = -570195.222696
  nChanged 99
		SP:Iteration 14Q (15603.640000 sec): 3 clusters
  Score: Raw -573024.183877 + Penalty 2770.935277 = -570253.248600
  nChanged 80
		SP:Iteration 15Q (15603.650000 sec): 3 clusters
  Score: Raw -573070.122780 + Penalty 2770.935277 = -570299.187504
  nChanged 55
		SP:Iteration 16Q (15603.660000 sec): 3 clusters
  Score: Raw -573101.785844 + Penalty 2770.935277 = -570330.850567
  nChanged 49
		SP:Iteration 17Q (15603.680000 sec): 3 clusters
  Score: Raw -573130.541017 + Penalty 2770.935277 = -570359.605740
  nChanged 35
		SP:Iteration 18Q (15603.690000 sec): 3 clusters
  Score: Raw -573147.136141 + Penalty 2770.935277 = -570376.200864
  nChanged 24
		SP:Iteration 19Q (15603.700000 sec): 3 clusters
  Score: Raw -573161.561667 + Penalty 2770.935277 = -570390.626391
  nChanged 19
		SP:Iteration 20F (15603.720000 sec): 3 clusters
  Score: Raw -573172.230207 + Penalty 2770.935277 = -570401.294930
  nChanged 20
		SP:Iteration 21Q (15603.730000 sec): 3 clusters
  Score: Raw -573183.209082 + Penalty 2770.935277 = -570412.273806
  nChanged 14
		SP:Iteration 22Q (15603.740000 sec): 3 clusters
  Score: Raw -573190.915911 + Penalty 2770.935277 = -570419.980635
  nChanged 14
		SP:Iteration 23Q (15603.750000 sec): 3 clusters
  Score: Raw -573196.691998 + Penalty 2770.935277 = -570425.756721
  nChanged 10
		SP:Iteration 24Q (15603.760000 sec): 3 clusters
  Score: Raw -573201.578002 + Penalty 2770.935277 = -570430.642726
  nChanged 13
		SP:Iteration 25Q (15603.780000 sec): 3 clusters
  Score: Raw -573209.818069 + Penalty 2770.935277 = -570438.882792
  nChanged 7
		SP:Iteration 26Q (15603.790000 sec): 3 clusters
  Score: Raw -573212.793349 + Penalty 2770.935277 = -570441.858072
  nChanged 8
		SP:Iteration 27Q (15603.800000 sec): 3 clusters
  Score: Raw -573218.326896 + Penalty 2770.935277 = -570447.391619
  nChanged 9
		SP:Iteration 28Q (15603.810000 sec): 3 clusters
  Score: Raw -573223.578903 + Penalty 2770.935277 = -570452.643626
  nChanged 6
		SP:Iteration 29Q (15603.820000 sec): 3 clusters
  Score: Raw -573227.778604 + Penalty 2770.935277 = -570456.843328
  nChanged 6
		SP:Iteration 30Q (15603.840000 sec): 3 clusters
  Score: Raw -573232.885574 + Penalty 2770.935277 = -570461.950297
  nChanged 5
		SP:Iteration 31Q (15603.850000 sec): 3 clusters
  Score: Raw -573236.172770 + Penalty 2770.935277 = -570465.237494
  nChanged 4
		SP:Iteration 32Q (15603.860000 sec): 3 clusters
  Score: Raw -573238.045205 + Penalty 2770.935277 = -570467.109929
  nChanged 4
		SP:Iteration 33Q (15603.880000 sec): 3 clusters
  Score: Raw -573239.946819 + Penalty 2770.935277 = -570469.011542
  nChanged 2
		SP:Iteration 34Q (15603.890000 sec): 3 clusters
  Score: Raw -573241.000773 + Penalty 2770.935277 = -570470.065496
  nChanged 0
		SP:Iteration 35F (15603.900000 sec): 3 clusters
  Score: Raw -573241.000773 + Penalty 2770.935277 = -570470.065496
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15603.920000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15603.940000 sec): 3 clusters
  Score: Raw -765352.561889 + Penalty 2868.974794 = -762483.587095
  nChanged 2841
		SP:Iteration 1F (15603.960000 sec): 3 clusters
  Score: Raw -766848.152888 + Penalty 2868.974794 = -763979.178094
  nChanged 445
		SP:Iteration 2F (15603.970000 sec): 3 clusters
  Score: Raw -767057.350545 + Penalty 2868.974794 = -764188.375751
  nChanged 351
		SP:Iteration 3F (15603.990000 sec): 3 clusters
  Score: Raw -767210.240245 + Penalty 2868.974794 = -764341.265451
  nChanged 316
		SP:Iteration 4Q (15604.010000 sec): 3 clusters
  Score: Raw -767375.592834 + Penalty 2868.974794 = -764506.618040
  nChanged 308
		SP:Iteration 5Q (15604.020000 sec): 3 clusters
  Score: Raw -767563.233388 + Penalty 2868.974794 = -764694.258594
  nChanged 300
		SP:Iteration 6Q (15604.040000 sec): 3 clusters
  Score: Raw -767762.712147 + Penalty 2868.974794 = -764893.737353
  nChanged 312
		SP:Iteration 7Q (15604.060000 sec): 3 clusters
  Score: Raw -768004.539020 + Penalty 2868.974794 = -765135.564226
  nChanged 345
		SP:Iteration 8F (15604.080000 sec): 3 clusters
  Score: Raw -768283.241777 + Penalty 2868.974794 = -765414.266983
  nChanged 347
		SP:Iteration 9F (15604.090000 sec): 3 clusters
  Score: Raw -768531.996013 + Penalty 2868.974794 = -765663.021219
  nChanged 296
		SP:Iteration 10Q (15604.110000 sec): 3 clusters
  Score: Raw -768756.692597 + Penalty 2868.974794 = -765887.717803
  nChanged 289
		SP:Iteration 11Q (15604.120000 sec): 3 clusters
  Score: Raw -768988.482554 + Penalty 2868.974794 = -766119.507760
  nChanged 249
		SP:Iteration 12Q (15604.140000 sec): 3 clusters
  Score: Raw -769204.479323 + Penalty 2868.974794 = -766335.504529
  nChanged 225
		SP:Iteration 13Q (15604.160000 sec): 3 clusters
  Score: Raw -769391.454246 + Penalty 2868.974794 = -766522.479452
  nChanged 211
		SP:Iteration 14Q (15604.170000 sec): 3 clusters
  Score: Raw -769539.129037 + Penalty 2868.974794 = -766670.154243
  nChanged 163
		SP:Iteration 15Q (15604.190000 sec): 3 clusters
  Score: Raw -769638.400338 + Penalty 2868.974794 = -766769.425544
  nChanged 125
		SP:Iteration 16Q (15604.200000 sec): 3 clusters
  Score: Raw -769704.967846 + Penalty 2868.974794 = -766835.993052
  nChanged 107
		SP:Iteration 17Q (15604.220000 sec): 3 clusters
  Score: Raw -769759.483576 + Penalty 2868.974794 = -766890.508782
  nChanged 98
		SP:Iteration 18Q (15604.240000 sec): 3 clusters
  Score: Raw -769802.582472 + Penalty 2868.974794 = -766933.607678
  nChanged 85
		SP:Iteration 19Q (15604.250000 sec): 3 clusters
  Score: Raw -769848.579633 + Penalty 2868.974794 = -766979.604839
  nChanged 87
		SP:Iteration 20F (15604.270000 sec): 3 clusters
  Score: Raw -769892.554134 + Penalty 2868.974794 = -767023.579340
  nChanged 83
		SP:Iteration 21Q (15604.280000 sec): 3 clusters
  Score: Raw -769937.630048 + Penalty 2868.974794 = -767068.655254
  nChanged 74
		SP:Iteration 22Q (15604.300000 sec): 3 clusters
  Score: Raw -769969.156568 + Penalty 2868.974794 = -767100.181774
  nChanged 66
		SP:Iteration 23Q (15604.310000 sec): 3 clusters
  Score: Raw -770002.524675 + Penalty 2868.974794 = -767133.549881
  nChanged 68
		SP:Iteration 24Q (15604.330000 sec): 3 clusters
  Score: Raw -770036.407005 + Penalty 2868.974794 = -767167.432211
  nChanged 61
		SP:Iteration 25Q (15604.340000 sec): 3 clusters
  Score: Raw -770069.042020 + Penalty 2868.974794 = -767200.067226
  nChanged 72
		SP:Iteration 26Q (15604.360000 sec): 3 clusters
  Score: Raw -770104.139884 + Penalty 2868.974794 = -767235.165090
  nChanged 62
		SP:Iteration 27Q (15604.370000 sec): 3 clusters
  Score: Raw -770127.831879 + Penalty 2868.974794 = -767258.857085
  nChanged 48
		SP:Iteration 28Q (15604.390000 sec): 3 clusters
  Score: Raw -770148.406276 + Penalty 2868.974794 = -767279.431482
  nChanged 46
		SP:Iteration 29Q (15604.400000 sec): 3 clusters
  Score: Raw -770166.599576 + Penalty 2868.974794 = -767297.624782
  nChanged 43
		SP:Iteration 30Q (15604.420000 sec): 3 clusters
  Score: Raw -770185.797933 + Penalty 2868.974794 = -767316.823139
  nChanged 45
		SP:Iteration 31Q (15604.430000 sec): 3 clusters
  Score: Raw -770203.551171 + Penalty 2868.974794 = -767334.576377
  nChanged 37
		SP:Iteration 32Q (15604.450000 sec): 3 clusters
  Score: Raw -770214.089848 + Penalty 2868.974794 = -767345.115054
  nChanged 27
		SP:Iteration 33Q (15604.460000 sec): 3 clusters
  Score: Raw -770220.877289 + Penalty 2868.974794 = -767351.902495
  nChanged 21
		SP:Iteration 34Q (15604.480000 sec): 3 clusters
  Score: Raw -770226.752495 + Penalty 2868.974794 = -767357.777701
  nChanged 21
		SP:Iteration 35Q (15604.490000 sec): 3 clusters
  Score: Raw -770231.970539 + Penalty 2868.974794 = -767362.995745
  nChanged 14
		SP:Iteration 36Q (15604.510000 sec): 3 clusters
  Score: Raw -770234.477734 + Penalty 2868.974794 = -767365.502940
  nChanged 12
		SP:Iteration 37Q (15604.520000 sec): 3 clusters
  Score: Raw -770236.573783 + Penalty 2868.974794 = -767367.598989
  nChanged 10
		SP:Iteration 38Q (15604.540000 sec): 3 clusters
  Score: Raw -770238.023151 + Penalty 2868.974794 = -767369.048357
  nChanged 5
		SP:Iteration 39Q (15604.550000 sec): 3 clusters
  Score: Raw -770238.776307 + Penalty 2868.974794 = -767369.801513
  nChanged 3
		SP:Iteration 40F (15604.570000 sec): 3 clusters
  Score: Raw -770239.900627 + Penalty 2868.974794 = -767370.925833
  nChanged 2
		SP:Iteration 41Q (15604.580000 sec): 3 clusters
  Score: Raw -770240.242308 + Penalty 2868.974794 = -767371.267514
  nChanged 3
		SP:Iteration 42Q (15604.600000 sec): 3 clusters
  Score: Raw -770240.725661 + Penalty 2868.974794 = -767371.750867
  nChanged 4
		SP:Iteration 43Q (15604.620000 sec): 3 clusters
  Score: Raw -770241.363561 + Penalty 2868.974794 = -767372.388767
  nChanged 2
		SP:Iteration 44Q (15604.630000 sec): 3 clusters
  Score: Raw -770241.798841 + Penalty 2868.974794 = -767372.824047
  nChanged 5
		SP:Iteration 45Q (15604.650000 sec): 3 clusters
  Score: Raw -770242.580043 + Penalty 2868.974794 = -767373.605249
  nChanged 3
		SP:Iteration 46Q (15604.660000 sec): 3 clusters
  Score: Raw -770243.211068 + Penalty 2868.974794 = -767374.236274
  nChanged 5
		SP:Iteration 47Q (15604.680000 sec): 3 clusters
  Score: Raw -770243.921211 + Penalty 2868.974794 = -767374.946417
  nChanged 4
		SP:Iteration 48Q (15604.690000 sec): 3 clusters
  Score: Raw -770244.266725 + Penalty 2868.974794 = -767375.291931
  nChanged 1
		SP:Iteration 49Q (15604.710000 sec): 3 clusters
  Score: Raw -770244.322301 + Penalty 2868.974794 = -767375.347507
  nChanged 0
		SP:Iteration 50F (15604.720000 sec): 3 clusters
  Score: Raw -770244.322301 + Penalty 2868.974794 = -767375.347507
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15604.740000 sec): 2 clusters
  Score: Raw -665340.089832 + Penalty 1412.010608 = -663928.079224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15604.760000 sec): 3 clusters
  Score: Raw -662222.023266 + Penalty 2824.021216 = -659398.002050
  nChanged 2425
		SP:Iteration 1F (15604.780000 sec): 3 clusters
  Score: Raw -663614.917935 + Penalty 2824.021216 = -660790.896719
  nChanged 469
		SP:Iteration 2F (15604.790000 sec): 3 clusters
  Score: Raw -663934.958572 + Penalty 2824.021216 = -661110.937356
  nChanged 403
		SP:Iteration 3F (15604.800000 sec): 3 clusters
  Score: Raw -664224.777753 + Penalty 2824.021216 = -661400.756538
  nChanged 372
		SP:Iteration 4F (15604.820000 sec): 3 clusters
  Score: Raw -664497.568627 + Penalty 2824.021216 = -661673.547412
  nChanged 337
		SP:Iteration 5F (15604.840000 sec): 3 clusters
  Score: Raw -664749.227865 + Penalty 2824.021216 = -661925.206650
  nChanged 297
		SP:Iteration 6F (15604.850000 sec): 3 clusters
  Score: Raw -664995.589265 + Penalty 2824.021216 = -662171.568050
  nChanged 259
		SP:Iteration 7Q (15604.860000 sec): 3 clusters
  Score: Raw -665198.540447 + Penalty 2824.021216 = -662374.519231
  nChanged 221
		SP:Iteration 8Q (15604.880000 sec): 3 clusters
  Score: Raw -665366.182257 + Penalty 2824.021216 = -662542.161042
  nChanged 237
		SP:Iteration 9Q (15604.890000 sec): 3 clusters
  Score: Raw -665550.922864 + Penalty 2824.021216 = -662726.901649
  nChanged 223
		SP:Iteration 10Q (15604.910000 sec): 3 clusters
  Score: Raw -665728.831044 + Penalty 2824.021216 = -662904.809829
  nChanged 197
		SP:Iteration 11Q (15604.920000 sec): 3 clusters
  Score: Raw -665912.126680 + Penalty 2824.021216 = -663088.105464
  nChanged 172
		SP:Iteration 12Q (15604.940000 sec): 3 clusters
  Score: Raw -666079.946248 + Penalty 2824.021216 = -663255.925032
  nChanged 149
		SP:Iteration 13Q (15604.950000 sec): 3 clusters
  Score: Raw -666218.147981 + Penalty 2824.021216 = -663394.126765
  nChanged 113
		SP:Iteration 14Q (15604.960000 sec): 3 clusters
  Score: Raw -666299.843674 + Penalty 2824.021216 = -663475.822459
  nChanged 90
		SP:Iteration 15Q (15604.980000 sec): 3 clusters
  Score: Raw -666343.529283 + Penalty 2824.021216 = -663519.508067
  nChanged 56
		SP:Iteration 16Q (15604.990000 sec): 3 clusters
  Score: Raw -666376.683469 + Penalty 2824.021216 = -663552.662253
  nChanged 53
		SP:Iteration 17Q (15605.000000 sec): 3 clusters
  Score: Raw -666403.026727 + Penalty 2824.021216 = -663579.005511
  nChanged 42
		SP:Iteration 18Q (15605.020000 sec): 3 clusters
  Score: Raw -666420.745259 + Penalty 2824.021216 = -663596.724043
  nChanged 26
		SP:Iteration 19Q (15605.030000 sec): 3 clusters
  Score: Raw -666427.047201 + Penalty 2824.021216 = -663603.025985
  nChanged 13
		SP:Iteration 20F (15605.040000 sec): 3 clusters
  Score: Raw -666429.331114 + Penalty 2824.021216 = -663605.309898
  nChanged 8
		SP:Iteration 21Q (15605.060000 sec): 3 clusters
  Score: Raw -666430.727265 + Penalty 2824.021216 = -663606.706050
  nChanged 1
		SP:Iteration 22Q (15605.070000 sec): 3 clusters
  Score: Raw -666430.937017 + Penalty 2824.021216 = -663606.915801
  nChanged 2
		SP:Iteration 23Q (15605.080000 sec): 3 clusters
  Score: Raw -666431.194499 + Penalty 2824.021216 = -663607.173284
  nChanged 2
		SP:Iteration 24Q (15605.090000 sec): 3 clusters
  Score: Raw -666431.577184 + Penalty 2824.021216 = -663607.555968
  nChanged 1
		SP:Iteration 25Q (15605.100000 sec): 3 clusters
  Score: Raw -666431.818877 + Penalty 2824.021216 = -663607.797662
  nChanged 2
		SP:Iteration 26Q (15605.120000 sec): 3 clusters
  Score: Raw -666431.990156 + Penalty 2824.021216 = -663607.968941
  nChanged 2
		SP:Iteration 27Q (15605.130000 sec): 3 clusters
  Score: Raw -666432.452445 + Penalty 2824.021216 = -663608.431230
  nChanged 3
		SP:Iteration 28Q (15605.140000 sec): 3 clusters
  Score: Raw -666433.065867 + Penalty 2824.021216 = -663609.044651
  nChanged 2
		SP:Iteration 29Q (15605.160000 sec): 3 clusters
  Score: Raw -666433.519838 + Penalty 2824.021216 = -663609.498622
  nChanged 0
		SP:Iteration 30F (15605.170000 sec): 3 clusters
  Score: Raw -666433.519838 + Penalty 2824.021216 = -663609.498622
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15605.180000 sec): 2 clusters
  Score: Raw -17261.784564 + Penalty 841.124332 = -16420.660233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15605.180000 sec): 3 clusters
  Score: Raw -17445.024903 + Penalty 1682.248663 = -15762.776240
  nChanged 15
		SP:Iteration 1F (15605.180000 sec): 3 clusters
  Score: Raw -17505.223542 + Penalty 1682.248663 = -15822.974879
  nChanged 6
		SP:Iteration 2Q (15605.180000 sec): 3 clusters
  Score: Raw -17518.814435 + Penalty 1682.248663 = -15836.565772
  nChanged 3
		SP:Iteration 3Q (15605.180000 sec): 3 clusters
  Score: Raw -17536.925368 + Penalty 1682.248663 = -15854.676705
  nChanged 4
		SP:Iteration 4Q (15605.180000 sec): 3 clusters
  Score: Raw -17547.781918 + Penalty 1682.248663 = -15865.533255
  nChanged 2
		SP:Iteration 5Q (15605.180000 sec): 3 clusters
  Score: Raw -17551.397760 + Penalty 1682.248663 = -15869.149097
  nChanged 0
		SP:Iteration 6F (15605.180000 sec): 3 clusters
  Score: Raw -17551.397760 + Penalty 1682.248663 = -15869.149097
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15605.190000 sec): 2 clusters
  Score: Raw -229615.271994 + Penalty 1248.553098 = -228366.718896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15605.200000 sec): 3 clusters
  Score: Raw -228621.234183 + Penalty 2497.106196 = -226124.127987
  nChanged 785
		SP:Iteration 1F (15605.200000 sec): 3 clusters
  Score: Raw -229092.486773 + Penalty 2497.106196 = -226595.380576
  nChanged 190
		SP:Iteration 2F (15605.210000 sec): 3 clusters
  Score: Raw -229256.428513 + Penalty 2497.106196 = -226759.322317
  nChanged 131
		SP:Iteration 3F (15605.210000 sec): 3 clusters
  Score: Raw -229377.117993 + Penalty 2497.106196 = -226880.011797
  nChanged 127
		SP:Iteration 4F (15605.220000 sec): 3 clusters
  Score: Raw -229507.916358 + Penalty 2497.106196 = -227010.810161
  nChanged 124
		SP:Iteration 5F (15605.220000 sec): 3 clusters
  Score: Raw -229627.798785 + Penalty 2497.106196 = -227130.692589
  nChanged 99
		SP:Iteration 6Q (15605.230000 sec): 3 clusters
  Score: Raw -229752.111578 + Penalty 2497.106196 = -227255.005382
  nChanged 90
		SP:Iteration 7Q (15605.230000 sec): 3 clusters
  Score: Raw -229838.989750 + Penalty 2497.106196 = -227341.883553
  nChanged 73
		SP:Iteration 8Q (15605.240000 sec): 3 clusters
  Score: Raw -229905.117570 + Penalty 2497.106196 = -227408.011374
  nChanged 68
		SP:Iteration 9Q (15605.240000 sec): 3 clusters
  Score: Raw -229972.481095 + Penalty 2497.106196 = -227475.374899
  nChanged 55
		SP:Iteration 10Q (15605.250000 sec): 3 clusters
  Score: Raw -230031.975344 + Penalty 2497.106196 = -227534.869147
  nChanged 48
		SP:Iteration 11Q (15605.250000 sec): 3 clusters
  Score: Raw -230067.627975 + Penalty 2497.106196 = -227570.521779
  nChanged 33
		SP:Iteration 12Q (15605.260000 sec): 3 clusters
  Score: Raw -230086.101819 + Penalty 2497.106196 = -227588.995623
  nChanged 20
		SP:Iteration 13Q (15605.260000 sec): 3 clusters
  Score: Raw -230098.920391 + Penalty 2497.106196 = -227601.814194
  nChanged 14
		SP:Iteration 14Q (15605.270000 sec): 3 clusters
  Score: Raw -230105.744652 + Penalty 2497.106196 = -227608.638456
  nChanged 9
		SP:Iteration 15Q (15605.270000 sec): 3 clusters
  Score: Raw -230111.834106 + Penalty 2497.106196 = -227614.727909
  nChanged 8
		SP:Iteration 16Q (15605.280000 sec): 3 clusters
  Score: Raw -230114.978578 + Penalty 2497.106196 = -227617.872382
  nChanged 6
		SP:Iteration 17Q (15605.280000 sec): 3 clusters
  Score: Raw -230118.407898 + Penalty 2497.106196 = -227621.301702
  nChanged 8
		SP:Iteration 18Q (15605.290000 sec): 3 clusters
  Score: Raw -230122.340487 + Penalty 2497.106196 = -227625.234291
  nChanged 7
		SP:Iteration 19Q (15605.290000 sec): 3 clusters
  Score: Raw -230127.062665 + Penalty 2497.106196 = -227629.956469
  nChanged 9
		SP:Iteration 20F (15605.300000 sec): 3 clusters
  Score: Raw -230131.608409 + Penalty 2497.106196 = -227634.502213
  nChanged 7
		SP:Iteration 21Q (15605.300000 sec): 3 clusters
  Score: Raw -230135.473069 + Penalty 2497.106196 = -227638.366872
  nChanged 9
		SP:Iteration 22Q (15605.310000 sec): 3 clusters
  Score: Raw -230140.399592 + Penalty 2497.106196 = -227643.293396
  nChanged 6
		SP:Iteration 23Q (15605.310000 sec): 3 clusters
  Score: Raw -230143.506712 + Penalty 2497.106196 = -227646.400515
  nChanged 2
		SP:Iteration 24Q (15605.320000 sec): 3 clusters
  Score: Raw -230144.382497 + Penalty 2497.106196 = -227647.276300
  nChanged 2
		SP:Iteration 25Q (15605.320000 sec): 3 clusters
  Score: Raw -230145.036652 + Penalty 2497.106196 = -227647.930456
  nChanged 2
		SP:Iteration 26Q (15605.330000 sec): 3 clusters
  Score: Raw -230145.682303 + Penalty 2497.106196 = -227648.576106
  nChanged 2
		SP:Iteration 27Q (15605.330000 sec): 3 clusters
  Score: Raw -230146.926135 + Penalty 2497.106196 = -227649.819939
  nChanged 4
		SP:Iteration 28Q (15605.340000 sec): 3 clusters
  Score: Raw -230149.531929 + Penalty 2497.106196 = -227652.425733
  nChanged 5
		SP:Iteration 29Q (15605.340000 sec): 3 clusters
  Score: Raw -230151.456037 + Penalty 2497.106196 = -227654.349841
  nChanged 4
		SP:Iteration 30Q (15605.350000 sec): 3 clusters
  Score: Raw -230153.265024 + Penalty 2497.106196 = -227656.158828
  nChanged 4
		SP:Iteration 31Q (15605.350000 sec): 3 clusters
  Score: Raw -230154.456683 + Penalty 2497.106196 = -227657.350487
  nChanged 3
		SP:Iteration 32Q (15605.360000 sec): 3 clusters
  Score: Raw -230157.547480 + Penalty 2497.106196 = -227660.441284
  nChanged 7
		SP:Iteration 33Q (15605.360000 sec): 3 clusters
  Score: Raw -230160.102527 + Penalty 2497.106196 = -227662.996331
  nChanged 4
		SP:Iteration 34Q (15605.370000 sec): 3 clusters
  Score: Raw -230163.169904 + Penalty 2497.106196 = -227666.063707
  nChanged 5
		SP:Iteration 35Q (15605.370000 sec): 3 clusters
  Score: Raw -230165.696776 + Penalty 2497.106196 = -227668.590580
  nChanged 1
		SP:Iteration 36Q (15605.380000 sec): 3 clusters
  Score: Raw -230166.261805 + Penalty 2497.106196 = -227669.155608
  nChanged 2
		SP:Iteration 37Q (15605.380000 sec): 3 clusters
  Score: Raw -230166.968867 + Penalty 2497.106196 = -227669.862671
  nChanged 1
		SP:Iteration 38Q (15605.380000 sec): 3 clusters
  Score: Raw -230167.165838 + Penalty 2497.106196 = -227670.059641
  nChanged 2
		SP:Iteration 39Q (15605.390000 sec): 3 clusters
  Score: Raw -230167.777653 + Penalty 2497.106196 = -227670.671456
  nChanged 0
		SP:Iteration 40F (15605.400000 sec): 3 clusters
  Score: Raw -230167.777653 + Penalty 2497.106196 = -227670.671456
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15605.400000 sec): 2 clusters
  Score: Raw -68445.884274 + Penalty 1045.091301 = -67400.792973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15605.400000 sec): 3 clusters
  Score: Raw -68361.862912 + Penalty 2090.182602 = -66271.680310
  nChanged 159
		SP:Iteration 1F (15605.400000 sec): 3 clusters
  Score: Raw -68550.917535 + Penalty 2090.182602 = -66460.734934
  nChanged 40
		SP:Iteration 2F (15605.400000 sec): 3 clusters
  Score: Raw -68608.860569 + Penalty 2090.182602 = -66518.677968
  nChanged 23
		SP:Iteration 3Q (15605.410000 sec): 3 clusters
  Score: Raw -68643.430783 + Penalty 2090.182602 = -66553.248181
  nChanged 9
		SP:Iteration 4Q (15605.410000 sec): 3 clusters
  Score: Raw -68667.808616 + Penalty 2090.182602 = -66577.626015
  nChanged 6
		SP:Iteration 5Q (15605.410000 sec): 3 clusters
  Score: Raw -68675.582602 + Penalty 2090.182602 = -66585.400000
  nChanged 4
		SP:Iteration 6Q (15605.410000 sec): 3 clusters
  Score: Raw -68677.566725 + Penalty 2090.182602 = -66587.384123
  nChanged 1
		SP:Iteration 7Q (15605.410000 sec): 3 clusters
  Score: Raw -68679.016771 + Penalty 2090.182602 = -66588.834170
  nChanged 2
		SP:Iteration 8Q (15605.420000 sec): 3 clusters
  Score: Raw -68679.937351 + Penalty 2090.182602 = -66589.754750
  nChanged 1
		SP:Iteration 9Q (15605.420000 sec): 3 clusters
  Score: Raw -68680.822648 + Penalty 2090.182602 = -66590.640047
  nChanged 0
		SP:Iteration 10F (15605.420000 sec): 3 clusters
  Score: Raw -68680.822648 + Penalty 2090.182602 = -66590.640047
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15605.440000 sec): 2 clusters
  Score: Raw -640274.922233 + Penalty 1414.427716 = -638860.494517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15605.460000 sec): 3 clusters
  Score: Raw -637044.422244 + Penalty 2828.855432 = -634215.566812
  nChanged 2524
		SP:Iteration 1F (15605.470000 sec): 3 clusters
  Score: Raw -638476.191312 + Penalty 2828.855432 = -635647.335880
  nChanged 445
		SP:Iteration 2F (15605.480000 sec): 3 clusters
  Score: Raw -638745.078354 + Penalty 2828.855432 = -635916.222922
  nChanged 350
		SP:Iteration 3F (15605.500000 sec): 3 clusters
  Score: Raw -638975.710391 + Penalty 2828.855432 = -636146.854959
  nChanged 346
		SP:Iteration 4F (15605.520000 sec): 3 clusters
  Score: Raw -639211.644775 + Penalty 2828.855432 = -636382.789343
  nChanged 318
		SP:Iteration 5F (15605.530000 sec): 3 clusters
  Score: Raw -639411.572018 + Penalty 2828.855432 = -636582.716586
  nChanged 255
		SP:Iteration 6Q (15605.540000 sec): 3 clusters
  Score: Raw -639579.005432 + Penalty 2828.855432 = -636750.150000
  nChanged 245
		SP:Iteration 7Q (15605.560000 sec): 3 clusters
  Score: Raw -639731.915816 + Penalty 2828.855432 = -636903.060384
  nChanged 212
		SP:Iteration 8Q (15605.580000 sec): 3 clusters
  Score: Raw -639843.452628 + Penalty 2828.855432 = -637014.597196
  nChanged 173
		SP:Iteration 9Q (15605.590000 sec): 3 clusters
  Score: Raw -639923.136232 + Penalty 2828.855432 = -637094.280800
  nChanged 138
		SP:Iteration 10Q (15605.600000 sec): 3 clusters
  Score: Raw -639973.860457 + Penalty 2828.855432 = -637145.005025
  nChanged 110
		SP:Iteration 11Q (15605.620000 sec): 3 clusters
  Score: Raw -640016.524600 + Penalty 2828.855432 = -637187.669168
  nChanged 102
		SP:Iteration 12Q (15605.630000 sec): 3 clusters
  Score: Raw -640049.283242 + Penalty 2828.855432 = -637220.427810
  nChanged 90
		SP:Iteration 13Q (15605.650000 sec): 3 clusters
  Score: Raw -640076.905101 + Penalty 2828.855432 = -637248.049669
  nChanged 70
		SP:Iteration 14Q (15605.660000 sec): 3 clusters
  Score: Raw -640095.989729 + Penalty 2828.855432 = -637267.134297
  nChanged 63
		SP:Iteration 15Q (15605.680000 sec): 3 clusters
  Score: Raw -640113.130336 + Penalty 2828.855432 = -637284.274904
  nChanged 52
		SP:Iteration 16Q (15605.690000 sec): 3 clusters
  Score: Raw -640125.112246 + Penalty 2828.855432 = -637296.256814
  nChanged 40
		SP:Iteration 17Q (15605.710000 sec): 3 clusters
  Score: Raw -640135.489092 + Penalty 2828.855432 = -637306.633660
  nChanged 39
		SP:Iteration 18Q (15605.720000 sec): 3 clusters
  Score: Raw -640143.534900 + Penalty 2828.855432 = -637314.679468
  nChanged 35
		SP:Iteration 19Q (15605.740000 sec): 3 clusters
  Score: Raw -640148.578911 + Penalty 2828.855432 = -637319.723479
  nChanged 25
		SP:Iteration 20F (15605.750000 sec): 3 clusters
  Score: Raw -640153.317069 + Penalty 2828.855432 = -637324.461637
  nChanged 21
		SP:Iteration 21Q (15605.770000 sec): 3 clusters
  Score: Raw -640156.682761 + Penalty 2828.855432 = -637327.827329
  nChanged 19
		SP:Iteration 22Q (15605.780000 sec): 3 clusters
  Score: Raw -640160.773649 + Penalty 2828.855432 = -637331.918218
  nChanged 14
		SP:Iteration 23Q (15605.800000 sec): 3 clusters
  Score: Raw -640163.947478 + Penalty 2828.855432 = -637335.092046
  nChanged 13
		SP:Iteration 24Q (15605.810000 sec): 3 clusters
  Score: Raw -640167.111821 + Penalty 2828.855432 = -637338.256389
  nChanged 14
		SP:Iteration 25Q (15605.820000 sec): 3 clusters
  Score: Raw -640171.324100 + Penalty 2828.855432 = -637342.468669
  nChanged 20
		SP:Iteration 26Q (15605.840000 sec): 3 clusters
  Score: Raw -640176.497478 + Penalty 2828.855432 = -637347.642046
  nChanged 31
		SP:Iteration 27Q (15605.860000 sec): 3 clusters
  Score: Raw -640183.536977 + Penalty 2828.855432 = -637354.681545
  nChanged 24
		SP:Iteration 28Q (15605.870000 sec): 3 clusters
  Score: Raw -640188.935256 + Penalty 2828.855432 = -637360.079824
  nChanged 23
		SP:Iteration 29Q (15605.880000 sec): 3 clusters
  Score: Raw -640194.062081 + Penalty 2828.855432 = -637365.206649
  nChanged 20
		SP:Iteration 30Q (15605.900000 sec): 3 clusters
  Score: Raw -640198.308438 + Penalty 2828.855432 = -637369.453006
  nChanged 15
		SP:Iteration 31Q (15605.910000 sec): 3 clusters
  Score: Raw -640200.849059 + Penalty 2828.855432 = -637371.993627
  nChanged 16
		SP:Iteration 32Q (15605.930000 sec): 3 clusters
  Score: Raw -640204.735690 + Penalty 2828.855432 = -637375.880258
  nChanged 17
		SP:Iteration 33Q (15605.940000 sec): 3 clusters
  Score: Raw -640209.470161 + Penalty 2828.855432 = -637380.614729
  nChanged 24
		SP:Iteration 34Q (15605.960000 sec): 3 clusters
  Score: Raw -640216.103958 + Penalty 2828.855432 = -637387.248526
  nChanged 28
		SP:Iteration 35Q (15605.970000 sec): 3 clusters
  Score: Raw -640224.674103 + Penalty 2828.855432 = -637395.818671
  nChanged 30
		SP:Iteration 36Q (15605.990000 sec): 3 clusters
  Score: Raw -640232.175277 + Penalty 2828.855432 = -637403.319846
  nChanged 16
		SP:Iteration 37Q (15606.000000 sec): 3 clusters
  Score: Raw -640236.065736 + Penalty 2828.855432 = -637407.210304
  nChanged 15
		SP:Iteration 38Q (15606.020000 sec): 3 clusters
  Score: Raw -640240.623055 + Penalty 2828.855432 = -637411.767623
  nChanged 18
		SP:Iteration 39Q (15606.030000 sec): 3 clusters
  Score: Raw -640243.887735 + Penalty 2828.855432 = -637415.032303
  nChanged 17
		SP:Iteration 40F (15606.040000 sec): 3 clusters
  Score: Raw -640247.436847 + Penalty 2828.855432 = -637418.581415
  nChanged 19
		SP:Iteration 41Q (15606.060000 sec): 3 clusters
  Score: Raw -640252.579257 + Penalty 2828.855432 = -637423.723825
  nChanged 23
		SP:Iteration 42Q (15606.080000 sec): 3 clusters
  Score: Raw -640257.335988 + Penalty 2828.855432 = -637428.480556
  nChanged 22
		SP:Iteration 43Q (15606.090000 sec): 3 clusters
  Score: Raw -640260.877079 + Penalty 2828.855432 = -637432.021647
  nChanged 13
		SP:Iteration 44Q (15606.100000 sec): 3 clusters
  Score: Raw -640263.288084 + Penalty 2828.855432 = -637434.432652
  nChanged 11
		SP:Iteration 45Q (15606.120000 sec): 3 clusters
  Score: Raw -640265.329580 + Penalty 2828.855432 = -637436.474148
  nChanged 11
		SP:Iteration 46Q (15606.130000 sec): 3 clusters
  Score: Raw -640267.461066 + Penalty 2828.855432 = -637438.605634
  nChanged 8
		SP:Iteration 47Q (15606.150000 sec): 3 clusters
  Score: Raw -640269.622171 + Penalty 2828.855432 = -637440.766739
  nChanged 19
		SP:Iteration 48Q (15606.160000 sec): 3 clusters
  Score: Raw -640273.408933 + Penalty 2828.855432 = -637444.553501
  nChanged 13
		SP:Iteration 49Q (15606.180000 sec): 3 clusters
  Score: Raw -640275.931949 + Penalty 2828.855432 = -637447.076517
  nChanged 16
		SP:Iteration 50Q (15606.190000 sec): 3 clusters
  Score: Raw -640278.858461 + Penalty 2828.855432 = -637450.003029
  nChanged 17
		SP:Iteration 51Q (15606.200000 sec): 3 clusters
  Score: Raw -640281.710760 + Penalty 2828.855432 = -637452.855328
  nChanged 13
		SP:Iteration 52Q (15606.220000 sec): 3 clusters
  Score: Raw -640283.697588 + Penalty 2828.855432 = -637454.842156
  nChanged 12
		SP:Iteration 53Q (15606.230000 sec): 3 clusters
  Score: Raw -640285.574604 + Penalty 2828.855432 = -637456.719172
  nChanged 7
		SP:Iteration 54Q (15606.250000 sec): 3 clusters
  Score: Raw -640286.622796 + Penalty 2828.855432 = -637457.767364
  nChanged 7
		SP:Iteration 55Q (15606.260000 sec): 3 clusters
  Score: Raw -640287.614743 + Penalty 2828.855432 = -637458.759311
  nChanged 4
		SP:Iteration 56Q (15606.280000 sec): 3 clusters
  Score: Raw -640288.485770 + Penalty 2828.855432 = -637459.630338
  nChanged 5
		SP:Iteration 57Q (15606.290000 sec): 3 clusters
  Score: Raw -640289.592991 + Penalty 2828.855432 = -637460.737559
  nChanged 5
		SP:Iteration 58Q (15606.300000 sec): 3 clusters
  Score: Raw -640290.803900 + Penalty 2828.855432 = -637461.948468
  nChanged 3
		SP:Iteration 59Q (15606.320000 sec): 3 clusters
  Score: Raw -640291.316811 + Penalty 2828.855432 = -637462.461379
  nChanged 2
		SP:Iteration 60F (15606.340000 sec): 3 clusters
  Score: Raw -640291.511215 + Penalty 2828.855432 = -637462.655783
  nChanged 2
		SP:Iteration 61Q (15606.350000 sec): 3 clusters
  Score: Raw -640291.703881 + Penalty 2828.855432 = -637462.848449
  nChanged 2
		SP:Iteration 62Q (15606.360000 sec): 3 clusters
  Score: Raw -640292.069375 + Penalty 2828.855432 = -637463.213943
  nChanged 2
		SP:Iteration 63Q (15606.380000 sec): 3 clusters
  Score: Raw -640292.306268 + Penalty 2828.855432 = -637463.450836
  nChanged 2
		SP:Iteration 64Q (15606.400000 sec): 3 clusters
  Score: Raw -640292.576831 + Penalty 2828.855432 = -637463.721399
  nChanged 2
		SP:Iteration 65Q (15606.410000 sec): 3 clusters
  Score: Raw -640292.934738 + Penalty 2828.855432 = -637464.079306
  nChanged 5
		SP:Iteration 66Q (15606.420000 sec): 3 clusters
  Score: Raw -640293.704917 + Penalty 2828.855432 = -637464.849485
  nChanged 3
		SP:Iteration 67Q (15606.440000 sec): 3 clusters
  Score: Raw -640294.245635 + Penalty 2828.855432 = -637465.390203
  nChanged 1
		SP:Iteration 68Q (15606.450000 sec): 3 clusters
  Score: Raw -640294.319512 + Penalty 2828.855432 = -637465.464080
  nChanged 0
		SP:Iteration 69F (15606.470000 sec): 3 clusters
  Score: Raw -640294.319512 + Penalty 2828.855432 = -637465.464080
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15606.480000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15606.480000 sec): 3 clusters
  Score: Raw -153155.106891 + Penalty 2347.571096 = -150807.535795
  nChanged 437
		SP:Iteration 1F (15606.480000 sec): 3 clusters
  Score: Raw -153521.339643 + Penalty 2347.571096 = -151173.768547
  nChanged 113
		SP:Iteration 2F (15606.490000 sec): 3 clusters
  Score: Raw -153704.673567 + Penalty 2347.571096 = -151357.102471
  nChanged 87
		SP:Iteration 3F (15606.490000 sec): 3 clusters
  Score: Raw -153947.865210 + Penalty 2347.571096 = -151600.294114
  nChanged 83
		SP:Iteration 4F (15606.500000 sec): 3 clusters
  Score: Raw -154152.138689 + Penalty 2347.571096 = -151804.567593
  nChanged 88
		SP:Iteration 5F (15606.500000 sec): 3 clusters
  Score: Raw -154285.439594 + Penalty 2347.571096 = -151937.868498
  nChanged 70
		SP:Iteration 6F (15606.500000 sec): 3 clusters
  Score: Raw -154379.155203 + Penalty 2347.571096 = -152031.584107
  nChanged 52
		SP:Iteration 7Q (15606.500000 sec): 3 clusters
  Score: Raw -154459.429186 + Penalty 2347.571096 = -152111.858090
  nChanged 46
		SP:Iteration 8Q (15606.510000 sec): 3 clusters
  Score: Raw -154532.284119 + Penalty 2347.571096 = -152184.713023
  nChanged 30
		SP:Iteration 9Q (15606.510000 sec): 3 clusters
  Score: Raw -154568.146306 + Penalty 2347.571096 = -152220.575211
  nChanged 22
		SP:Iteration 10Q (15606.520000 sec): 3 clusters
  Score: Raw -154599.536107 + Penalty 2347.571096 = -152251.965011
  nChanged 8
		SP:Iteration 11Q (15606.520000 sec): 3 clusters
  Score: Raw -154606.287988 + Penalty 2347.571096 = -152258.716892
  nChanged 5
		SP:Iteration 12Q (15606.520000 sec): 3 clusters
  Score: Raw -154609.429826 + Penalty 2347.571096 = -152261.858730
  nChanged 2
		SP:Iteration 13Q (15606.520000 sec): 3 clusters
  Score: Raw -154611.128302 + Penalty 2347.571096 = -152263.557206
  nChanged 0
		SP:Iteration 14F (15606.530000 sec): 3 clusters
  Score: Raw -154611.128302 + Penalty 2347.571096 = -152263.557206
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15606.530000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15606.540000 sec): 3 clusters
  Score: Raw -131329.880566 + Penalty 2331.287316 = -128998.593250
  nChanged 422
		SP:Iteration 1F (15606.540000 sec): 3 clusters
  Score: Raw -131770.359699 + Penalty 2331.287316 = -129439.072383
  nChanged 144
		SP:Iteration 2F (15606.540000 sec): 3 clusters
  Score: Raw -132008.862146 + Penalty 2331.287316 = -129677.574830
  nChanged 86
		SP:Iteration 3F (15606.550000 sec): 3 clusters
  Score: Raw -132126.826966 + Penalty 2331.287316 = -129795.539650
  nChanged 58
		SP:Iteration 4Q (15606.550000 sec): 3 clusters
  Score: Raw -132213.220968 + Penalty 2331.287316 = -129881.933652
  nChanged 44
		SP:Iteration 5Q (15606.550000 sec): 3 clusters
  Score: Raw -132274.169259 + Penalty 2331.287316 = -129942.881943
  nChanged 37
		SP:Iteration 6Q (15606.560000 sec): 3 clusters
  Score: Raw -132332.450211 + Penalty 2331.287316 = -130001.162894
  nChanged 42
		SP:Iteration 7Q (15606.560000 sec): 3 clusters
  Score: Raw -132392.674275 + Penalty 2331.287316 = -130061.386959
  nChanged 29
		SP:Iteration 8Q (15606.560000 sec): 3 clusters
  Score: Raw -132438.331396 + Penalty 2331.287316 = -130107.044080
  nChanged 19
		SP:Iteration 9Q (15606.560000 sec): 3 clusters
  Score: Raw -132464.235023 + Penalty 2331.287316 = -130132.947707
  nChanged 17
		SP:Iteration 10Q (15606.570000 sec): 3 clusters
  Score: Raw -132489.274651 + Penalty 2331.287316 = -130157.987335
  nChanged 24
		SP:Iteration 11Q (15606.570000 sec): 3 clusters
  Score: Raw -132527.963714 + Penalty 2331.287316 = -130196.676398
  nChanged 19
		SP:Iteration 12Q (15606.580000 sec): 3 clusters
  Score: Raw -132559.160262 + Penalty 2331.287316 = -130227.872946
  nChanged 26
		SP:Iteration 13Q (15606.580000 sec): 3 clusters
  Score: Raw -132598.556808 + Penalty 2331.287316 = -130267.269492
  nChanged 20
		SP:Iteration 14Q (15606.580000 sec): 3 clusters
  Score: Raw -132633.809108 + Penalty 2331.287316 = -130302.521792
  nChanged 26
		SP:Iteration 15Q (15606.580000 sec): 3 clusters
  Score: Raw -132696.974212 + Penalty 2331.287316 = -130365.686895
  nChanged 37
		SP:Iteration 16Q (15606.580000 sec): 3 clusters
  Score: Raw -132797.299092 + Penalty 2331.287316 = -130466.011776
  nChanged 31
		SP:Iteration 17Q (15606.590000 sec): 3 clusters
  Score: Raw -132852.206790 + Penalty 2331.287316 = -130520.919473
  nChanged 16
		SP:Iteration 18Q (15606.590000 sec): 3 clusters
  Score: Raw -132871.372152 + Penalty 2331.287316 = -130540.084836
  nChanged 11
		SP:Iteration 19Q (15606.590000 sec): 3 clusters
  Score: Raw -132880.955980 + Penalty 2331.287316 = -130549.668664
  nChanged 2
		SP:Iteration 20F (15606.600000 sec): 3 clusters
  Score: Raw -132884.947820 + Penalty 2331.287316 = -130553.660504
  nChanged 4
		SP:Iteration 21Q (15606.600000 sec): 3 clusters
  Score: Raw -132890.280370 + Penalty 2331.287316 = -130558.993054
  nChanged 3
		SP:Iteration 22Q (15606.600000 sec): 3 clusters
  Score: Raw -132892.534686 + Penalty 2331.287316 = -130561.247370
  nChanged 1
		SP:Iteration 23Q (15606.600000 sec): 3 clusters
  Score: Raw -132892.877562 + Penalty 2331.287316 = -130561.590246
  nChanged 0
		SP:Iteration 24F (15606.610000 sec): 3 clusters
  Score: Raw -132892.877562 + Penalty 2331.287316 = -130561.590246
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15606.620000 sec): 2 clusters
  Score: Raw -379128.134584 + Penalty 1328.114338 = -377800.020246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15606.630000 sec): 3 clusters
  Score: Raw -377406.451645 + Penalty 2656.228676 = -374750.222969
  nChanged 1395
		SP:Iteration 1F (15606.640000 sec): 3 clusters
  Score: Raw -378279.734870 + Penalty 2656.228676 = -375623.506193
  nChanged 286
		SP:Iteration 2F (15606.650000 sec): 3 clusters
  Score: Raw -378510.042362 + Penalty 2656.228676 = -375853.813685
  nChanged 218
		SP:Iteration 3F (15606.660000 sec): 3 clusters
  Score: Raw -378628.618217 + Penalty 2656.228676 = -375972.389541
  nChanged 147
		SP:Iteration 4Q (15606.670000 sec): 3 clusters
  Score: Raw -378724.245485 + Penalty 2656.228676 = -376068.016809
  nChanged 131
		SP:Iteration 5Q (15606.680000 sec): 3 clusters
  Score: Raw -378802.681383 + Penalty 2656.228676 = -376146.452707
  nChanged 100
		SP:Iteration 6Q (15606.680000 sec): 3 clusters
  Score: Raw -378859.098974 + Penalty 2656.228676 = -376202.870297
  nChanged 88
		SP:Iteration 7Q (15606.690000 sec): 3 clusters
  Score: Raw -378910.661475 + Penalty 2656.228676 = -376254.432799
  nChanged 78
		SP:Iteration 8Q (15606.700000 sec): 3 clusters
  Score: Raw -378955.300413 + Penalty 2656.228676 = -376299.071737
  nChanged 77
		SP:Iteration 9Q (15606.710000 sec): 3 clusters
  Score: Raw -378986.682577 + Penalty 2656.228676 = -376330.453900
  nChanged 52
		SP:Iteration 10Q (15606.720000 sec): 3 clusters
  Score: Raw -379008.623697 + Penalty 2656.228676 = -376352.395021
  nChanged 51
		SP:Iteration 11Q (15606.730000 sec): 3 clusters
  Score: Raw -379035.901093 + Penalty 2656.228676 = -376379.672417
  nChanged 49
		SP:Iteration 12Q (15606.740000 sec): 3 clusters
  Score: Raw -379060.759615 + Penalty 2656.228676 = -376404.530939
  nChanged 49
		SP:Iteration 13Q (15606.740000 sec): 3 clusters
  Score: Raw -379083.071989 + Penalty 2656.228676 = -376426.843313
  nChanged 52
		SP:Iteration 14Q (15606.750000 sec): 3 clusters
  Score: Raw -379111.111980 + Penalty 2656.228676 = -376454.883303
  nChanged 57
		SP:Iteration 15Q (15606.760000 sec): 3 clusters
  Score: Raw -379137.340760 + Penalty 2656.228676 = -376481.112084
  nChanged 36
		SP:Iteration 16Q (15606.770000 sec): 3 clusters
  Score: Raw -379154.745886 + Penalty 2656.228676 = -376498.517210
  nChanged 37
		SP:Iteration 17Q (15606.780000 sec): 3 clusters
  Score: Raw -379176.810424 + Penalty 2656.228676 = -376520.581748
  nChanged 38
		SP:Iteration 18Q (15606.790000 sec): 3 clusters
  Score: Raw -379192.350700 + Penalty 2656.228676 = -376536.122024
  nChanged 28
		SP:Iteration 19Q (15606.800000 sec): 3 clusters
  Score: Raw -379201.260381 + Penalty 2656.228676 = -376545.031705
  nChanged 28
		SP:Iteration 20F (15606.800000 sec): 3 clusters
  Score: Raw -379211.751337 + Penalty 2656.228676 = -376555.522660
  nChanged 25
		SP:Iteration 21Q (15606.810000 sec): 3 clusters
  Score: Raw -379223.319132 + Penalty 2656.228676 = -376567.090456
  nChanged 17
		SP:Iteration 22Q (15606.820000 sec): 3 clusters
  Score: Raw -379227.084413 + Penalty 2656.228676 = -376570.855737
  nChanged 10
		SP:Iteration 23Q (15606.830000 sec): 3 clusters
  Score: Raw -379230.206482 + Penalty 2656.228676 = -376573.977806
  nChanged 4
		SP:Iteration 24Q (15606.840000 sec): 3 clusters
  Score: Raw -379231.224311 + Penalty 2656.228676 = -376574.995635
  nChanged 3
		SP:Iteration 25Q (15606.840000 sec): 3 clusters
  Score: Raw -379231.975107 + Penalty 2656.228676 = -376575.746431
  nChanged 2
		SP:Iteration 26Q (15606.860000 sec): 3 clusters
  Score: Raw -379232.367789 + Penalty 2656.228676 = -376576.139113
  nChanged 3
		SP:Iteration 27Q (15606.860000 sec): 3 clusters
  Score: Raw -379234.326221 + Penalty 2656.228676 = -376578.097544
  nChanged 4
		SP:Iteration 28Q (15606.870000 sec): 3 clusters
  Score: Raw -379235.079638 + Penalty 2656.228676 = -376578.850961
  nChanged 2
		SP:Iteration 29Q (15606.880000 sec): 3 clusters
  Score: Raw -379235.749660 + Penalty 2656.228676 = -376579.520984
  nChanged 4
		SP:Iteration 30Q (15606.890000 sec): 3 clusters
  Score: Raw -379236.830567 + Penalty 2656.228676 = -376580.601891
  nChanged 4
		SP:Iteration 31Q (15606.900000 sec): 3 clusters
  Score: Raw -379237.605135 + Penalty 2656.228676 = -376581.376458
  nChanged 3
		SP:Iteration 32Q (15606.900000 sec): 3 clusters
  Score: Raw -379238.353228 + Penalty 2656.228676 = -376582.124552
  nChanged 5
		SP:Iteration 33Q (15606.910000 sec): 3 clusters
  Score: Raw -379240.188817 + Penalty 2656.228676 = -376583.960141
  nChanged 8
		SP:Iteration 34Q (15606.920000 sec): 3 clusters
  Score: Raw -379243.363644 + Penalty 2656.228676 = -376587.134968
  nChanged 9
		SP:Iteration 35Q (15606.930000 sec): 3 clusters
  Score: Raw -379246.338572 + Penalty 2656.228676 = -376590.109895
  nChanged 8
		SP:Iteration 36Q (15606.940000 sec): 3 clusters
  Score: Raw -379248.332619 + Penalty 2656.228676 = -376592.103943
  nChanged 4
		SP:Iteration 37Q (15606.940000 sec): 3 clusters
  Score: Raw -379249.268176 + Penalty 2656.228676 = -376593.039499
  nChanged 5
		SP:Iteration 38Q (15606.950000 sec): 3 clusters
  Score: Raw -379250.347797 + Penalty 2656.228676 = -376594.119120
  nChanged 3
		SP:Iteration 39Q (15606.960000 sec): 3 clusters
  Score: Raw -379251.351862 + Penalty 2656.228676 = -376595.123186
  nChanged 5
		SP:Iteration 40F (15606.970000 sec): 3 clusters
  Score: Raw -379253.740442 + Penalty 2656.228676 = -376597.511766
  nChanged 8
		SP:Iteration 41Q (15606.980000 sec): 3 clusters
  Score: Raw -379255.891068 + Penalty 2656.228676 = -376599.662392
  nChanged 9
		SP:Iteration 42Q (15606.990000 sec): 3 clusters
  Score: Raw -379257.866644 + Penalty 2656.228676 = -376601.637968
  nChanged 5
		SP:Iteration 43Q (15607.000000 sec): 3 clusters
  Score: Raw -379258.948390 + Penalty 2656.228676 = -376602.719714
  nChanged 4
		SP:Iteration 44Q (15607.000000 sec): 3 clusters
  Score: Raw -379260.602890 + Penalty 2656.228676 = -376604.374214
  nChanged 1
		SP:Iteration 45Q (15607.010000 sec): 3 clusters
  Score: Raw -379260.771308 + Penalty 2656.228676 = -376604.542632
  nChanged 2
		SP:Iteration 46Q (15607.020000 sec): 3 clusters
  Score: Raw -379261.574852 + Penalty 2656.228676 = -376605.346176
  nChanged 3
		SP:Iteration 47Q (15607.030000 sec): 3 clusters
  Score: Raw -379262.377821 + Penalty 2656.228676 = -376606.149145
  nChanged 1
		SP:Iteration 48Q (15607.040000 sec): 3 clusters
  Score: Raw -379262.538950 + Penalty 2656.228676 = -376606.310274
  nChanged 1
		SP:Iteration 49Q (15607.040000 sec): 3 clusters
  Score: Raw -379262.709101 + Penalty 2656.228676 = -376606.480425
  nChanged 0
		SP:Iteration 50F (15607.050000 sec): 3 clusters
  Score: Raw -379262.709101 + Penalty 2656.228676 = -376606.480425
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15607.280000 sec): 2 clusters
  Score: Raw -8748874.863393 + Penalty 1822.737841 = -8747052.125552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15607.480000 sec): 3 clusters
  Score: Raw -8700847.759790 + Penalty 3645.475682 = -8697202.284108
  nChanged 35375
		SP:Iteration 1F (15607.680000 sec): 3 clusters
  Score: Raw -8720966.994533 + Penalty 3645.475682 = -8717321.518851
  nChanged 2509
		SP:Iteration 2Q (15607.890000 sec): 3 clusters
  Score: Raw -8721550.718079 + Penalty 3645.475682 = -8717905.242397
  nChanged 2605
		SP:Iteration 3Q (15608.100000 sec): 3 clusters
  Score: Raw -8722222.972707 + Penalty 3645.475682 = -8718577.497025
  nChanged 2719
		SP:Iteration 4Q (15608.300000 sec): 3 clusters
  Score: Raw -8723033.029048 + Penalty 3645.475682 = -8719387.553366
  nChanged 2978
		SP:Iteration 5Q (15608.510000 sec): 3 clusters
  Score: Raw -8724100.498565 + Penalty 3645.475682 = -8720455.022883
  nChanged 3520
		SP:Iteration 6Q (15608.720000 sec): 3 clusters
  Score: Raw -8725616.177433 + Penalty 3645.475682 = -8721970.701751
  nChanged 4003
		SP:Iteration 7F (15608.920000 sec): 3 clusters
  Score: Raw -8727612.235898 + Penalty 3645.475682 = -8723966.760217
  nChanged 4237
		SP:Iteration 8F (15609.120000 sec): 3 clusters
  Score: Raw -8729836.291695 + Penalty 3645.475682 = -8726190.816013
  nChanged 4105
		SP:Iteration 9F (15609.320000 sec): 3 clusters
  Score: Raw -8732010.444482 + Penalty 3645.475682 = -8728364.968800
  nChanged 3746
		SP:Iteration 10F (15609.520000 sec): 3 clusters
  Score: Raw -8734122.658941 + Penalty 3645.475682 = -8730477.183259
  nChanged 3505
		SP:Iteration 11Q (15609.720000 sec): 3 clusters
  Score: Raw -8736486.728714 + Penalty 3645.475682 = -8732841.253032
  nChanged 3391
		SP:Iteration 12Q (15609.920000 sec): 3 clusters
  Score: Raw -8739196.497648 + Penalty 3645.475682 = -8735551.021966
  nChanged 3183
		SP:Iteration 13Q (15610.120000 sec): 3 clusters
  Score: Raw -8741734.915751 + Penalty 3645.475682 = -8738089.440069
  nChanged 2649
		SP:Iteration 14Q (15610.320000 sec): 3 clusters
  Score: Raw -8743404.871242 + Penalty 3645.475682 = -8739759.395560
  nChanged 1936
		SP:Iteration 15Q (15610.510000 sec): 3 clusters
  Score: Raw -8744347.247591 + Penalty 3645.475682 = -8740701.771909
  nChanged 1459
		SP:Iteration 16Q (15610.700000 sec): 3 clusters
  Score: Raw -8744964.845510 + Penalty 3645.475682 = -8741319.369828
  nChanged 1110
		SP:Iteration 17Q (15610.880000 sec): 3 clusters
  Score: Raw -8745323.744779 + Penalty 3645.475682 = -8741678.269097
  nChanged 846
		SP:Iteration 18Q (15611.060000 sec): 3 clusters
  Score: Raw -8745556.958649 + Penalty 3645.475682 = -8741911.482967
  nChanged 729
		SP:Iteration 19Q (15611.250000 sec): 3 clusters
  Score: Raw -8745735.084095 + Penalty 3645.475682 = -8742089.608414
  nChanged 613
		SP:Iteration 20F (15611.440000 sec): 3 clusters
  Score: Raw -8745876.000022 + Penalty 3645.475682 = -8742230.524340
  nChanged 530
		SP:Iteration 21Q (15611.630000 sec): 3 clusters
  Score: Raw -8745997.075679 + Penalty 3645.475682 = -8742351.599997
  nChanged 502
		SP:Iteration 22Q (15611.810000 sec): 3 clusters
  Score: Raw -8746104.481366 + Penalty 3645.475682 = -8742459.005684
  nChanged 456
		SP:Iteration 23Q (15612.000000 sec): 3 clusters
  Score: Raw -8746195.637891 + Penalty 3645.475682 = -8742550.162209
  nChanged 412
		SP:Iteration 24Q (15612.180000 sec): 3 clusters
  Score: Raw -8746273.705064 + Penalty 3645.475682 = -8742628.229383
  nChanged 415
		SP:Iteration 25Q (15612.360000 sec): 3 clusters
  Score: Raw -8746350.678924 + Penalty 3645.475682 = -8742705.203242
  nChanged 382
		SP:Iteration 26Q (15612.530000 sec): 3 clusters
  Score: Raw -8746412.486116 + Penalty 3645.475682 = -8742767.010434
  nChanged 344
		SP:Iteration 27Q (15612.710000 sec): 3 clusters
  Score: Raw -8746461.486691 + Penalty 3645.475682 = -8742816.011009
  nChanged 321
		SP:Iteration 28Q (15612.890000 sec): 3 clusters
  Score: Raw -8746501.661708 + Penalty 3645.475682 = -8742856.186026
  nChanged 294
		SP:Iteration 29Q (15613.070000 sec): 3 clusters
  Score: Raw -8746537.884146 + Penalty 3645.475682 = -8742892.408464
  nChanged 319
		SP:Iteration 30Q (15613.240000 sec): 3 clusters
  Score: Raw -8746576.853811 + Penalty 3645.475682 = -8742931.378129
  nChanged 308
		SP:Iteration 31Q (15613.420000 sec): 3 clusters
  Score: Raw -8746613.919402 + Penalty 3645.475682 = -8742968.443721
  nChanged 301
		SP:Iteration 32Q (15613.600000 sec): 3 clusters
  Score: Raw -8746647.396025 + Penalty 3645.475682 = -8743001.920343
  nChanged 283
		SP:Iteration 33Q (15613.770000 sec): 3 clusters
  Score: Raw -8746674.846040 + Penalty 3645.475682 = -8743029.370358
  nChanged 246
		SP:Iteration 34Q (15613.940000 sec): 3 clusters
  Score: Raw -8746698.648810 + Penalty 3645.475682 = -8743053.173128
  nChanged 276
		SP:Iteration 35Q (15614.120000 sec): 3 clusters
  Score: Raw -8746725.826507 + Penalty 3645.475682 = -8743080.350825
  nChanged 259
		SP:Iteration 36Q (15614.290000 sec): 3 clusters
  Score: Raw -8746751.573517 + Penalty 3645.475682 = -8743106.097835
  nChanged 246
		SP:Iteration 37Q (15614.460000 sec): 3 clusters
  Score: Raw -8746776.319774 + Penalty 3645.475682 = -8743130.844092
  nChanged 278
		SP:Iteration 38Q (15614.640000 sec): 3 clusters
  Score: Raw -8746807.446452 + Penalty 3645.475682 = -8743161.970770
  nChanged 300
		SP:Iteration 39Q (15614.810000 sec): 3 clusters
  Score: Raw -8746841.394791 + Penalty 3645.475682 = -8743195.919109
  nChanged 295
		SP:Iteration 40F (15615.010000 sec): 3 clusters
  Score: Raw -8746873.897575 + Penalty 3645.475682 = -8743228.421893
  nChanged 259
		SP:Iteration 41Q (15615.180000 sec): 3 clusters
  Score: Raw -8746900.930034 + Penalty 3645.475682 = -8743255.454352
  nChanged 261
		SP:Iteration 42Q (15615.350000 sec): 3 clusters
  Score: Raw -8746928.828578 + Penalty 3645.475682 = -8743283.352896
  nChanged 275
		SP:Iteration 43Q (15615.520000 sec): 3 clusters
  Score: Raw -8746958.722506 + Penalty 3645.475682 = -8743313.246824
  nChanged 268
		SP:Iteration 44Q (15615.700000 sec): 3 clusters
  Score: Raw -8746989.008784 + Penalty 3645.475682 = -8743343.533102
  nChanged 236
		SP:Iteration 45Q (15615.870000 sec): 3 clusters
  Score: Raw -8747013.235203 + Penalty 3645.475682 = -8743367.759521
  nChanged 236
		SP:Iteration 46Q (15616.040000 sec): 3 clusters
  Score: Raw -8747037.085872 + Penalty 3645.475682 = -8743391.610190
  nChanged 222
		SP:Iteration 47Q (15616.210000 sec): 3 clusters
  Score: Raw -8747060.301690 + Penalty 3645.475682 = -8743414.826008
  nChanged 223
		SP:Iteration 48Q (15616.380000 sec): 3 clusters
  Score: Raw -8747083.674119 + Penalty 3645.475682 = -8743438.198438
  nChanged 229
		SP:Iteration 49Q (15616.550000 sec): 3 clusters
  Score: Raw -8747109.724135 + Penalty 3645.475682 = -8743464.248453
  nChanged 254
		SP:Iteration 50Q (15616.720000 sec): 3 clusters
  Score: Raw -8747138.892866 + Penalty 3645.475682 = -8743493.417184
  nChanged 254
		SP:Iteration 51Q (15616.880000 sec): 3 clusters
  Score: Raw -8747168.803732 + Penalty 3645.475682 = -8743523.328050
  nChanged 241
		SP:Iteration 52Q (15617.050000 sec): 3 clusters
  Score: Raw -8747197.392229 + Penalty 3645.475682 = -8743551.916547
  nChanged 237
		SP:Iteration 53Q (15617.220000 sec): 3 clusters
  Score: Raw -8747225.122326 + Penalty 3645.475682 = -8743579.646644
  nChanged 225
		SP:Iteration 54Q (15617.390000 sec): 3 clusters
  Score: Raw -8747253.235118 + Penalty 3645.475682 = -8743607.759436
  nChanged 247
		SP:Iteration 55Q (15617.560000 sec): 3 clusters
  Score: Raw -8747283.370209 + Penalty 3645.475682 = -8743637.894528
  nChanged 241
		SP:Iteration 56Q (15617.720000 sec): 3 clusters
  Score: Raw -8747312.468375 + Penalty 3645.475682 = -8743666.992693
  nChanged 237
		SP:Iteration 57Q (15617.890000 sec): 3 clusters
  Score: Raw -8747343.847964 + Penalty 3645.475682 = -8743698.372282
  nChanged 234
		SP:Iteration 58Q (15618.060000 sec): 3 clusters
  Score: Raw -8747373.795956 + Penalty 3645.475682 = -8743728.320275
  nChanged 230
		SP:Iteration 59Q (15618.220000 sec): 3 clusters
  Score: Raw -8747406.551631 + Penalty 3645.475682 = -8743761.075949
  nChanged 244
		SP:Iteration 60F (15618.420000 sec): 3 clusters
  Score: Raw -8747445.055342 + Penalty 3645.475682 = -8743799.579660
  nChanged 261
		SP:Iteration 61Q (15618.580000 sec): 3 clusters
  Score: Raw -8747488.748003 + Penalty 3645.475682 = -8743843.272321
  nChanged 261
		SP:Iteration 62Q (15618.740000 sec): 3 clusters
  Score: Raw -8747529.084822 + Penalty 3645.475682 = -8743883.609140
  nChanged 250
		SP:Iteration 63Q (15618.900000 sec): 3 clusters
  Score: Raw -8747565.815490 + Penalty 3645.475682 = -8743920.339808
  nChanged 259
		SP:Iteration 64Q (15619.070000 sec): 3 clusters
  Score: Raw -8747604.617564 + Penalty 3645.475682 = -8743959.141882
  nChanged 250
		SP:Iteration 65Q (15619.230000 sec): 3 clusters
  Score: Raw -8747642.115321 + Penalty 3645.475682 = -8743996.639639
  nChanged 226
		SP:Iteration 66Q (15619.390000 sec): 3 clusters
  Score: Raw -8747676.970873 + Penalty 3645.475682 = -8744031.495192
  nChanged 215
		SP:Iteration 67Q (15619.560000 sec): 3 clusters
  Score: Raw -8747705.141140 + Penalty 3645.475682 = -8744059.665459
  nChanged 186
		SP:Iteration 68Q (15619.720000 sec): 3 clusters
  Score: Raw -8747726.855173 + Penalty 3645.475682 = -8744081.379491
  nChanged 200
		SP:Iteration 69Q (15619.880000 sec): 3 clusters
  Score: Raw -8747752.920538 + Penalty 3645.475682 = -8744107.444857
  nChanged 181
		SP:Iteration 70Q (15620.040000 sec): 3 clusters
  Score: Raw -8747775.691912 + Penalty 3645.475682 = -8744130.216231
  nChanged 173
		SP:Iteration 71Q (15620.190000 sec): 3 clusters
  Score: Raw -8747795.395834 + Penalty 3645.475682 = -8744149.920152
  nChanged 157
		SP:Iteration 72Q (15620.350000 sec): 3 clusters
  Score: Raw -8747811.961506 + Penalty 3645.475682 = -8744166.485824
  nChanged 147
		SP:Iteration 73Q (15620.510000 sec): 3 clusters
  Score: Raw -8747827.919011 + Penalty 3645.475682 = -8744182.443329
  nChanged 155
		SP:Iteration 74Q (15620.670000 sec): 3 clusters
  Score: Raw -8747844.893372 + Penalty 3645.475682 = -8744199.417690
  nChanged 156
		SP:Iteration 75Q (15620.830000 sec): 3 clusters
  Score: Raw -8747862.759515 + Penalty 3645.475682 = -8744217.283833
  nChanged 156
		SP:Iteration 76Q (15620.980000 sec): 3 clusters
  Score: Raw -8747880.171236 + Penalty 3645.475682 = -8744234.695554
  nChanged 163
		SP:Iteration 77Q (15621.140000 sec): 3 clusters
  Score: Raw -8747898.995484 + Penalty 3645.475682 = -8744253.519802
  nChanged 156
		SP:Iteration 78Q (15621.300000 sec): 3 clusters
  Score: Raw -8747917.373803 + Penalty 3645.475682 = -8744271.898121
  nChanged 168
		SP:Iteration 79Q (15621.460000 sec): 3 clusters
  Score: Raw -8747938.075626 + Penalty 3645.475682 = -8744292.599944
  nChanged 171
		SP:Iteration 80F (15621.660000 sec): 3 clusters
  Score: Raw -8747959.860702 + Penalty 3645.475682 = -8744314.385021
  nChanged 164
		SP:Iteration 81Q (15621.810000 sec): 3 clusters
  Score: Raw -8747981.055442 + Penalty 3645.475682 = -8744335.579760
  nChanged 149
		SP:Iteration 82Q (15621.970000 sec): 3 clusters
  Score: Raw -8747997.761094 + Penalty 3645.475682 = -8744352.285412
  nChanged 139
		SP:Iteration 83Q (15622.130000 sec): 3 clusters
  Score: Raw -8748012.123696 + Penalty 3645.475682 = -8744366.648015
  nChanged 137
		SP:Iteration 84Q (15622.280000 sec): 3 clusters
  Score: Raw -8748026.417862 + Penalty 3645.475682 = -8744380.942180
  nChanged 121
		SP:Iteration 85Q (15622.440000 sec): 3 clusters
  Score: Raw -8748039.109366 + Penalty 3645.475682 = -8744393.633685
  nChanged 137
		SP:Iteration 86Q (15622.600000 sec): 3 clusters
  Score: Raw -8748055.517274 + Penalty 3645.475682 = -8744410.041592
  nChanged 149
		SP:Iteration 87Q (15622.750000 sec): 3 clusters
  Score: Raw -8748073.932037 + Penalty 3645.475682 = -8744428.456355
  nChanged 151
		SP:Iteration 88Q (15622.910000 sec): 3 clusters
  Score: Raw -8748094.352722 + Penalty 3645.475682 = -8744448.877040
  nChanged 167
		SP:Iteration 89Q (15623.060000 sec): 3 clusters
  Score: Raw -8748117.591604 + Penalty 3645.475682 = -8744472.115922
  nChanged 162
		SP:Iteration 90Q (15623.220000 sec): 3 clusters
  Score: Raw -8748139.065759 + Penalty 3645.475682 = -8744493.590077
  nChanged 152
		SP:Iteration 91Q (15623.370000 sec): 3 clusters
  Score: Raw -8748159.599543 + Penalty 3645.475682 = -8744514.123861
  nChanged 141
		SP:Iteration 92Q (15623.520000 sec): 3 clusters
  Score: Raw -8748177.010737 + Penalty 3645.475682 = -8744531.535055
  nChanged 164
		SP:Iteration 93Q (15623.680000 sec): 3 clusters
  Score: Raw -8748201.119528 + Penalty 3645.475682 = -8744555.643846
  nChanged 166
		SP:Iteration 94Q (15623.830000 sec): 3 clusters
  Score: Raw -8748223.946962 + Penalty 3645.475682 = -8744578.471280
  nChanged 136
		SP:Iteration 95Q (15623.980000 sec): 3 clusters
  Score: Raw -8748241.580671 + Penalty 3645.475682 = -8744596.104989
  nChanged 155
		SP:Iteration 96Q (15624.140000 sec): 3 clusters
  Score: Raw -8748264.361707 + Penalty 3645.475682 = -8744618.886025
  nChanged 136
		SP:Iteration 97Q (15624.290000 sec): 3 clusters
  Score: Raw -8748281.890750 + Penalty 3645.475682 = -8744636.415068
  nChanged 114
		SP:Iteration 98Q (15624.440000 sec): 3 clusters
  Score: Raw -8748293.726453 + Penalty 3645.475682 = -8744648.250771
  nChanged 95
		SP:Iteration 99Q (15624.600000 sec): 3 clusters
  Score: Raw -8748304.355818 + Penalty 3645.475682 = -8744658.880136
  nChanged 101
		SP:Iteration 100F (15624.790000 sec): 3 clusters
  Score: Raw -8748315.748821 + Penalty 3645.475682 = -8744670.273139
  nChanged 96
		SP:Iteration 101Q (15624.940000 sec): 3 clusters
  Score: Raw -8748326.187815 + Penalty 3645.475682 = -8744680.712133
  nChanged 92
		SP:Iteration 102Q (15625.090000 sec): 3 clusters
  Score: Raw -8748336.616323 + Penalty 3645.475682 = -8744691.140641
  nChanged 88
		SP:Iteration 103Q (15625.240000 sec): 3 clusters
  Score: Raw -8748345.410363 + Penalty 3645.475682 = -8744699.934681
  nChanged 81
		SP:Iteration 104Q (15625.390000 sec): 3 clusters
  Score: Raw -8748353.437281 + Penalty 3645.475682 = -8744707.961599
  nChanged 95
		SP:Iteration 105Q (15625.540000 sec): 3 clusters
  Score: Raw -8748365.553794 + Penalty 3645.475682 = -8744720.078112
  nChanged 118
		SP:Iteration 106Q (15625.700000 sec): 3 clusters
  Score: Raw -8748380.959519 + Penalty 3645.475682 = -8744735.483837
  nChanged 102
		SP:Iteration 107Q (15625.840000 sec): 3 clusters
  Score: Raw -8748396.115518 + Penalty 3645.475682 = -8744750.639836
  nChanged 126
		SP:Iteration 108Q (15626.000000 sec): 3 clusters
  Score: Raw -8748416.605333 + Penalty 3645.475682 = -8744771.129651
  nChanged 130
		SP:Iteration 109Q (15626.150000 sec): 3 clusters
  Score: Raw -8748437.355642 + Penalty 3645.475682 = -8744791.879960
  nChanged 123
		SP:Iteration 110Q (15626.300000 sec): 3 clusters
  Score: Raw -8748454.971399 + Penalty 3645.475682 = -8744809.495717
  nChanged 117
		SP:Iteration 111Q (15626.450000 sec): 3 clusters
  Score: Raw -8748471.063795 + Penalty 3645.475682 = -8744825.588113
  nChanged 97
		SP:Iteration 112Q (15626.600000 sec): 3 clusters
  Score: Raw -8748481.875800 + Penalty 3645.475682 = -8744836.400118
  nChanged 83
		SP:Iteration 113Q (15626.760000 sec): 3 clusters
  Score: Raw -8748491.692454 + Penalty 3645.475682 = -8744846.216773
  nChanged 88
		SP:Iteration 114Q (15626.900000 sec): 3 clusters
  Score: Raw -8748503.026134 + Penalty 3645.475682 = -8744857.550452
  nChanged 83
		SP:Iteration 115Q (15627.050000 sec): 3 clusters
  Score: Raw -8748513.307208 + Penalty 3645.475682 = -8744867.831526
  nChanged 82
		SP:Iteration 116Q (15627.200000 sec): 3 clusters
  Score: Raw -8748522.721448 + Penalty 3645.475682 = -8744877.245767
  nChanged 84
		SP:Iteration 117Q (15627.350000 sec): 3 clusters
  Score: Raw -8748534.121127 + Penalty 3645.475682 = -8744888.645445
  nChanged 86
		SP:Iteration 118Q (15627.500000 sec): 3 clusters
  Score: Raw -8748545.477388 + Penalty 3645.475682 = -8744900.001706
  nChanged 93
		SP:Iteration 119Q (15627.650000 sec): 3 clusters
  Score: Raw -8748558.209030 + Penalty 3645.475682 = -8744912.733348
  nChanged 91
		SP:Iteration 120F (15627.840000 sec): 3 clusters
  Score: Raw -8748570.627524 + Penalty 3645.475682 = -8744925.151842
  nChanged 93
		SP:Iteration 121Q (15628.000000 sec): 3 clusters
  Score: Raw -8748583.551657 + Penalty 3645.475682 = -8744938.075976
  nChanged 101
		SP:Iteration 122Q (15628.150000 sec): 3 clusters
  Score: Raw -8748600.178051 + Penalty 3645.475682 = -8744954.702370
  nChanged 110
		SP:Iteration 123Q (15628.300000 sec): 3 clusters
  Score: Raw -8748617.596719 + Penalty 3645.475682 = -8744972.121037
  nChanged 90
		SP:Iteration 124Q (15628.460000 sec): 3 clusters
  Score: Raw -8748628.841718 + Penalty 3645.475682 = -8744983.366036
  nChanged 86
		SP:Iteration 125Q (15628.600000 sec): 3 clusters
  Score: Raw -8748641.261470 + Penalty 3645.475682 = -8744995.785788
  nChanged 100
		SP:Iteration 126Q (15628.750000 sec): 3 clusters
  Score: Raw -8748656.137908 + Penalty 3645.475682 = -8745010.662226
  nChanged 96
		SP:Iteration 127Q (15628.900000 sec): 3 clusters
  Score: Raw -8748669.580175 + Penalty 3645.475682 = -8745024.104493
  nChanged 95
		SP:Iteration 128Q (15629.050000 sec): 3 clusters
  Score: Raw -8748682.902363 + Penalty 3645.475682 = -8745037.426682
  nChanged 81
		SP:Iteration 129Q (15629.190000 sec): 3 clusters
  Score: Raw -8748693.715138 + Penalty 3645.475682 = -8745048.239456
  nChanged 82
		SP:Iteration 130Q (15629.340000 sec): 3 clusters
  Score: Raw -8748705.842865 + Penalty 3645.475682 = -8745060.367183
  nChanged 75
		SP:Iteration 131Q (15629.480000 sec): 3 clusters
  Score: Raw -8748716.496243 + Penalty 3645.475682 = -8745071.020561
  nChanged 83
		SP:Iteration 132Q (15629.630000 sec): 3 clusters
  Score: Raw -8748728.997503 + Penalty 3645.475682 = -8745083.521821
  nChanged 86
		SP:Iteration 133Q (15629.780000 sec): 3 clusters
  Score: Raw -8748742.365810 + Penalty 3645.475682 = -8745096.890128
  nChanged 72
		SP:Iteration 134Q (15629.920000 sec): 3 clusters
  Score: Raw -8748752.637870 + Penalty 3645.475682 = -8745107.162188
  nChanged 80
		SP:Iteration 135Q (15630.070000 sec): 3 clusters
  Score: Raw -8748764.054615 + Penalty 3645.475682 = -8745118.578933
  nChanged 72
		SP:Iteration 136Q (15630.220000 sec): 3 clusters
  Score: Raw -8748773.996821 + Penalty 3645.475682 = -8745128.521140
  nChanged 75
		SP:Iteration 137Q (15630.360000 sec): 3 clusters
  Score: Raw -8748784.906858 + Penalty 3645.475682 = -8745139.431176
  nChanged 67
		SP:Iteration 138Q (15630.510000 sec): 3 clusters
  Score: Raw -8748794.361999 + Penalty 3645.475682 = -8745148.886317
  nChanged 67
		SP:Iteration 139Q (15630.660000 sec): 3 clusters
  Score: Raw -8748803.640985 + Penalty 3645.475682 = -8745158.165303
  nChanged 81
		SP:Iteration 140F (15630.850000 sec): 3 clusters
  Score: Raw -8748815.681394 + Penalty 3645.475682 = -8745170.205712
  nChanged 72
		SP:Iteration 141Q (15631.000000 sec): 3 clusters
  Score: Raw -8748828.144754 + Penalty 3645.475682 = -8745182.669072
  nChanged 73
		SP:Iteration 142Q (15631.140000 sec): 3 clusters
  Score: Raw -8748840.496560 + Penalty 3645.475682 = -8745195.020879
  nChanged 75
		SP:Iteration 143Q (15631.290000 sec): 3 clusters
  Score: Raw -8748853.575619 + Penalty 3645.475682 = -8745208.099937
  nChanged 80
		SP:Iteration 144Q (15631.440000 sec): 3 clusters
  Score: Raw -8748865.846739 + Penalty 3645.475682 = -8745220.371057
  nChanged 67
		SP:Iteration 145Q (15631.580000 sec): 3 clusters
  Score: Raw -8748876.485555 + Penalty 3645.475682 = -8745231.009873
  nChanged 72
		SP:Iteration 146Q (15631.720000 sec): 3 clusters
  Score: Raw -8748888.715302 + Penalty 3645.475682 = -8745243.239621
  nChanged 74
		SP:Iteration 147Q (15631.870000 sec): 3 clusters
  Score: Raw -8748902.584518 + Penalty 3645.475682 = -8745257.108836
  nChanged 68
		SP:Iteration 148Q (15632.020000 sec): 3 clusters
  Score: Raw -8748915.033708 + Penalty 3645.475682 = -8745269.558027
  nChanged 71
		SP:Iteration 149Q (15632.160000 sec): 3 clusters
  Score: Raw -8748927.140861 + Penalty 3645.475682 = -8745281.665179
  nChanged 70
		SP:Iteration 150Q (15632.310000 sec): 3 clusters
  Score: Raw -8748938.960874 + Penalty 3645.475682 = -8745293.485192
  nChanged 68
		SP:Iteration 151Q (15632.450000 sec): 3 clusters
  Score: Raw -8748951.218257 + Penalty 3645.475682 = -8745305.742576
  nChanged 62
		SP:Iteration 152Q (15632.600000 sec): 3 clusters
  Score: Raw -8748962.099862 + Penalty 3645.475682 = -8745316.624180
  nChanged 58
		SP:Iteration 153Q (15632.740000 sec): 3 clusters
  Score: Raw -8748972.909260 + Penalty 3645.475682 = -8745327.433579
  nChanged 51
		SP:Iteration 154Q (15632.880000 sec): 3 clusters
  Score: Raw -8748981.462670 + Penalty 3645.475682 = -8745335.986988
  nChanged 48
		SP:Iteration 155Q (15633.030000 sec): 3 clusters
  Score: Raw -8748989.547215 + Penalty 3645.475682 = -8745344.071533
  nChanged 58
		SP:Iteration 156Q (15633.170000 sec): 3 clusters
  Score: Raw -8749001.321870 + Penalty 3645.475682 = -8745355.846188
  nChanged 68
		SP:Iteration 157Q (15633.320000 sec): 3 clusters
  Score: Raw -8749015.702454 + Penalty 3645.475682 = -8745370.226772
  nChanged 63
		SP:Iteration 158Q (15633.460000 sec): 3 clusters
  Score: Raw -8749031.020186 + Penalty 3645.475682 = -8745385.544504
  nChanged 66
		SP:Iteration 159Q (15633.600000 sec): 3 clusters
  Score: Raw -8749045.283922 + Penalty 3645.475682 = -8745399.808240
  nChanged 50
		SP:Iteration 160F (15633.800000 sec): 3 clusters
  Score: Raw -8749054.219454 + Penalty 3645.475682 = -8745408.743772
  nChanged 44
		SP:Iteration 161Q (15633.950000 sec): 3 clusters
  Score: Raw -8749061.693393 + Penalty 3645.475682 = -8745416.217711
  nChanged 48
		SP:Iteration 162Q (15634.090000 sec): 3 clusters
  Score: Raw -8749070.276942 + Penalty 3645.475682 = -8745424.801260
  nChanged 46
		SP:Iteration 163Q (15634.230000 sec): 3 clusters
  Score: Raw -8749079.865549 + Penalty 3645.475682 = -8745434.389867
  nChanged 52
		SP:Iteration 164Q (15634.380000 sec): 3 clusters
  Score: Raw -8749090.432759 + Penalty 3645.475682 = -8745444.957078
  nChanged 52
		SP:Iteration 165Q (15634.520000 sec): 3 clusters
  Score: Raw -8749101.702062 + Penalty 3645.475682 = -8745456.226380
  nChanged 42
		SP:Iteration 166Q (15634.660000 sec): 3 clusters
  Score: Raw -8749110.092042 + Penalty 3645.475682 = -8745464.616360
  nChanged 40
		SP:Iteration 167Q (15634.800000 sec): 3 clusters
  Score: Raw -8749119.626667 + Penalty 3645.475682 = -8745474.150985
  nChanged 46
		SP:Iteration 168Q (15634.950000 sec): 3 clusters
  Score: Raw -8749128.354002 + Penalty 3645.475682 = -8745482.878320
  nChanged 37
		SP:Iteration 169Q (15635.090000 sec): 3 clusters
  Score: Raw -8749135.285842 + Penalty 3645.475682 = -8745489.810160
  nChanged 41
		SP:Iteration 170Q (15635.230000 sec): 3 clusters
  Score: Raw -8749142.615871 + Penalty 3645.475682 = -8745497.140189
  nChanged 35
		SP:Iteration 171Q (15635.370000 sec): 3 clusters
  Score: Raw -8749149.339872 + Penalty 3645.475682 = -8745503.864191
  nChanged 29
		SP:Iteration 172Q (15635.510000 sec): 3 clusters
  Score: Raw -8749154.582295 + Penalty 3645.475682 = -8745509.106613
  nChanged 27
		SP:Iteration 173Q (15635.650000 sec): 3 clusters
  Score: Raw -8749159.366089 + Penalty 3645.475682 = -8745513.890408
  nChanged 25
		SP:Iteration 174Q (15635.790000 sec): 3 clusters
  Score: Raw -8749162.800218 + Penalty 3645.475682 = -8745517.324536
  nChanged 25
		SP:Iteration 175Q (15635.930000 sec): 3 clusters
  Score: Raw -8749167.228580 + Penalty 3645.475682 = -8745521.752898
  nChanged 28
		SP:Iteration 176Q (15636.070000 sec): 3 clusters
  Score: Raw -8749172.475832 + Penalty 3645.475682 = -8745527.000150
  nChanged 23
		SP:Iteration 177Q (15636.210000 sec): 3 clusters
  Score: Raw -8749176.997127 + Penalty 3645.475682 = -8745531.521445
  nChanged 21
		SP:Iteration 178Q (15636.350000 sec): 3 clusters
  Score: Raw -8749180.808048 + Penalty 3645.475682 = -8745535.332366
  nChanged 20
		SP:Iteration 179Q (15636.490000 sec): 3 clusters
  Score: Raw -8749183.968004 + Penalty 3645.475682 = -8745538.492323
  nChanged 19
		SP:Iteration 180F (15636.690000 sec): 3 clusters
  Score: Raw -8749187.180259 + Penalty 3645.475682 = -8745541.704577
  nChanged 14
		SP:Iteration 181Q (15636.830000 sec): 3 clusters
  Score: Raw -8749189.496489 + Penalty 3645.475682 = -8745544.020808
  nChanged 11
		SP:Iteration 182Q (15636.970000 sec): 3 clusters
  Score: Raw -8749191.653006 + Penalty 3645.475682 = -8745546.177324
  nChanged 8
		SP:Iteration 183Q (15637.110000 sec): 3 clusters
  Score: Raw -8749193.179178 + Penalty 3645.475682 = -8745547.703497
  nChanged 9
		SP:Iteration 184Q (15637.250000 sec): 3 clusters
  Score: Raw -8749194.587046 + Penalty 3645.475682 = -8745549.111364
  nChanged 7
		SP:Iteration 185Q (15637.390000 sec): 3 clusters
  Score: Raw -8749195.571986 + Penalty 3645.475682 = -8745550.096305
  nChanged 5
		SP:Iteration 186Q (15637.530000 sec): 3 clusters
  Score: Raw -8749196.540016 + Penalty 3645.475682 = -8745551.064334
  nChanged 9
		SP:Iteration 187Q (15637.680000 sec): 3 clusters
  Score: Raw -8749198.817495 + Penalty 3645.475682 = -8745553.341814
  nChanged 9
		SP:Iteration 188Q (15637.820000 sec): 3 clusters
  Score: Raw -8749200.104083 + Penalty 3645.475682 = -8745554.628401
  nChanged 5
		SP:Iteration 189Q (15637.960000 sec): 3 clusters
  Score: Raw -8749200.821839 + Penalty 3645.475682 = -8745555.346157
  nChanged 5
		SP:Iteration 190Q (15638.100000 sec): 3 clusters
  Score: Raw -8749201.573583 + Penalty 3645.475682 = -8745556.097901
  nChanged 7
		SP:Iteration 191Q (15638.240000 sec): 3 clusters
  Score: Raw -8749202.262531 + Penalty 3645.475682 = -8745556.786849
  nChanged 5
		SP:Iteration 192Q (15638.380000 sec): 3 clusters
  Score: Raw -8749202.881127 + Penalty 3645.475682 = -8745557.405445
  nChanged 3
		SP:Iteration 193Q (15638.520000 sec): 3 clusters
  Score: Raw -8749203.176625 + Penalty 3645.475682 = -8745557.700943
  nChanged 3
		SP:Iteration 194Q (15638.670000 sec): 3 clusters
  Score: Raw -8749203.554904 + Penalty 3645.475682 = -8745558.079222
  nChanged 2
		SP:Iteration 195Q (15638.810000 sec): 3 clusters
  Score: Raw -8749204.072652 + Penalty 3645.475682 = -8745558.596970
  nChanged 2
		SP:Iteration 196Q (15638.950000 sec): 3 clusters
  Score: Raw -8749204.328881 + Penalty 3645.475682 = -8745558.853199
  nChanged 2
		SP:Iteration 197Q (15639.090000 sec): 3 clusters
  Score: Raw -8749204.727703 + Penalty 3645.475682 = -8745559.252021
  nChanged 3
		SP:Iteration 198Q (15639.230000 sec): 3 clusters
  Score: Raw -8749205.309255 + Penalty 3645.475682 = -8745559.833573
  nChanged 6
		SP:Iteration 199Q (15639.370000 sec): 3 clusters
  Score: Raw -8749206.337337 + Penalty 3645.475682 = -8745560.861656
  nChanged 10
		SP:Iteration 200F (15639.570000 sec): 3 clusters
  Score: Raw -8749207.328430 + Penalty 3645.475682 = -8745561.852748
  nChanged 7
		SP:Iteration 201Q (15639.710000 sec): 3 clusters
  Score: Raw -8749208.758411 + Penalty 3645.475682 = -8745563.282729
  nChanged 7
		SP:Iteration 202Q (15639.850000 sec): 3 clusters
  Score: Raw -8749210.208343 + Penalty 3645.475682 = -8745564.732662
  nChanged 8
		SP:Iteration 203Q (15639.990000 sec): 3 clusters
  Score: Raw -8749211.418379 + Penalty 3645.475682 = -8745565.942697
  nChanged 3
		SP:Iteration 204Q (15640.130000 sec): 3 clusters
  Score: Raw -8749211.830463 + Penalty 3645.475682 = -8745566.354781
  nChanged 1
		SP:Iteration 205Q (15640.270000 sec): 3 clusters
  Score: Raw -8749212.193296 + Penalty 3645.475682 = -8745566.717614
  nChanged 5
		SP:Iteration 206Q (15640.410000 sec): 3 clusters
  Score: Raw -8749213.268654 + Penalty 3645.475682 = -8745567.792972
  nChanged 8
		SP:Iteration 207Q (15640.550000 sec): 3 clusters
  Score: Raw -8749214.361602 + Penalty 3645.475682 = -8745568.885920
  nChanged 4
		SP:Iteration 208Q (15640.690000 sec): 3 clusters
  Score: Raw -8749215.236532 + Penalty 3645.475682 = -8745569.760850
  nChanged 5
		SP:Iteration 209Q (15640.830000 sec): 3 clusters
  Score: Raw -8749216.274874 + Penalty 3645.475682 = -8745570.799192
  nChanged 6
		SP:Iteration 210Q (15640.970000 sec): 3 clusters
  Score: Raw -8749217.249217 + Penalty 3645.475682 = -8745571.773535
  nChanged 7
		SP:Iteration 211Q (15641.110000 sec): 3 clusters
  Score: Raw -8749218.451993 + Penalty 3645.475682 = -8745572.976311
  nChanged 2
		SP:Iteration 212Q (15641.250000 sec): 3 clusters
  Score: Raw -8749218.787722 + Penalty 3645.475682 = -8745573.312040
  nChanged 5
		SP:Iteration 213Q (15641.390000 sec): 3 clusters
  Score: Raw -8749219.346592 + Penalty 3645.475682 = -8745573.870910
  nChanged 5
		SP:Iteration 214Q (15641.530000 sec): 3 clusters
  Score: Raw -8749220.031579 + Penalty 3645.475682 = -8745574.555897
  nChanged 5
		SP:Iteration 215Q (15641.670000 sec): 3 clusters
  Score: Raw -8749220.979224 + Penalty 3645.475682 = -8745575.503542
  nChanged 8
		SP:Iteration 216Q (15641.810000 sec): 3 clusters
  Score: Raw -8749222.698694 + Penalty 3645.475682 = -8745577.223012
  nChanged 9
		SP:Iteration 217Q (15641.950000 sec): 3 clusters
  Score: Raw -8749224.868540 + Penalty 3645.475682 = -8745579.392858
  nChanged 8
		SP:Iteration 218Q (15642.090000 sec): 3 clusters
  Score: Raw -8749226.621257 + Penalty 3645.475682 = -8745581.145575
  nChanged 10
		SP:Iteration 219Q (15642.230000 sec): 3 clusters
  Score: Raw -8749228.396532 + Penalty 3645.475682 = -8745582.920850
  nChanged 11
		SP:Iteration 220F (15642.430000 sec): 3 clusters
  Score: Raw -8749230.147962 + Penalty 3645.475682 = -8745584.672280
  nChanged 12
		SP:Iteration 221Q (15642.570000 sec): 3 clusters
  Score: Raw -8749232.625984 + Penalty 3645.475682 = -8745587.150302
  nChanged 8
		SP:Iteration 222Q (15642.710000 sec): 3 clusters
  Score: Raw -8749234.000383 + Penalty 3645.475682 = -8745588.524701
  nChanged 6
		SP:Iteration 223Q (15642.850000 sec): 3 clusters
  Score: Raw -8749234.965692 + Penalty 3645.475682 = -8745589.490010
  nChanged 7
		SP:Iteration 224Q (15642.990000 sec): 3 clusters
  Score: Raw -8749236.300782 + Penalty 3645.475682 = -8745590.825101
  nChanged 6
		SP:Iteration 225Q (15643.140000 sec): 3 clusters
  Score: Raw -8749237.832843 + Penalty 3645.475682 = -8745592.357161
  nChanged 6
		SP:Iteration 226Q (15643.280000 sec): 3 clusters
  Score: Raw -8749238.871716 + Penalty 3645.475682 = -8745593.396035
  nChanged 7
		SP:Iteration 227Q (15643.420000 sec): 3 clusters
  Score: Raw -8749240.086345 + Penalty 3645.475682 = -8745594.610663
  nChanged 7
		SP:Iteration 228Q (15643.560000 sec): 3 clusters
  Score: Raw -8749241.328725 + Penalty 3645.475682 = -8745595.853043
  nChanged 3
		SP:Iteration 229Q (15643.700000 sec): 3 clusters
  Score: Raw -8749241.867436 + Penalty 3645.475682 = -8745596.391754
  nChanged 5
		SP:Iteration 230Q (15643.840000 sec): 3 clusters
  Score: Raw -8749242.731152 + Penalty 3645.475682 = -8745597.255470
  nChanged 4
		SP:Iteration 231Q (15643.980000 sec): 3 clusters
  Score: Raw -8749243.265229 + Penalty 3645.475682 = -8745597.789547
  nChanged 6
		SP:Iteration 232Q (15644.110000 sec): 3 clusters
  Score: Raw -8749244.152462 + Penalty 3645.475682 = -8745598.676780
  nChanged 5
		SP:Iteration 233Q (15644.250000 sec): 3 clusters
  Score: Raw -8749245.302332 + Penalty 3645.475682 = -8745599.826650
  nChanged 9
		SP:Iteration 234Q (15644.390000 sec): 3 clusters
  Score: Raw -8749246.604546 + Penalty 3645.475682 = -8745601.128865
  nChanged 5
		SP:Iteration 235Q (15644.530000 sec): 3 clusters
  Score: Raw -8749247.559315 + Penalty 3645.475682 = -8745602.083633
  nChanged 4
		SP:Iteration 236Q (15644.670000 sec): 3 clusters
  Score: Raw -8749248.605842 + Penalty 3645.475682 = -8745603.130160
  nChanged 3
		SP:Iteration 237Q (15644.810000 sec): 3 clusters
  Score: Raw -8749249.163876 + Penalty 3645.475682 = -8745603.688194
  nChanged 3
		SP:Iteration 238Q (15644.950000 sec): 3 clusters
  Score: Raw -8749249.547592 + Penalty 3645.475682 = -8745604.071911
  nChanged 3
		SP:Iteration 239Q (15645.090000 sec): 3 clusters
  Score: Raw -8749249.924819 + Penalty 3645.475682 = -8745604.449138
  nChanged 2
		SP:Iteration 240F (15645.290000 sec): 3 clusters
  Score: Raw -8749250.167802 + Penalty 3645.475682 = -8745604.692120
  nChanged 2
		SP:Iteration 241Q (15645.430000 sec): 3 clusters
  Score: Raw -8749250.567342 + Penalty 3645.475682 = -8745605.091660
  nChanged 3
		SP:Iteration 242Q (15645.570000 sec): 3 clusters
  Score: Raw -8749250.926484 + Penalty 3645.475682 = -8745605.450802
  nChanged 1
		SP:Iteration 243Q (15645.710000 sec): 3 clusters
  Score: Raw -8749251.015817 + Penalty 3645.475682 = -8745605.540135
  nChanged 0
		SP:Iteration 244F (15645.910000 sec): 3 clusters
  Score: Raw -8749251.015817 + Penalty 3645.475682 = -8745605.540135
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15646.020000 sec): 2 clusters
  Score: Raw -3646576.022248 + Penalty 1679.428602 = -3644896.593646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15646.100000 sec): 3 clusters
  Score: Raw -3627415.088192 + Penalty 3358.857203 = -3624056.230989
  nChanged 14302
		SP:Iteration 1F (15646.190000 sec): 3 clusters
  Score: Raw -3635416.042869 + Penalty 3358.857203 = -3632057.185665
  nChanged 1426
		SP:Iteration 2Q (15646.270000 sec): 3 clusters
  Score: Raw -3635953.962776 + Penalty 3358.857203 = -3632595.105573
  nChanged 1555
		SP:Iteration 3F (15646.350000 sec): 3 clusters
  Score: Raw -3636667.587213 + Penalty 3358.857203 = -3633308.730009
  nChanged 1733
		SP:Iteration 4F (15646.430000 sec): 3 clusters
  Score: Raw -3637537.232505 + Penalty 3358.857203 = -3634178.375302
  nChanged 1784
		SP:Iteration 5F (15646.510000 sec): 3 clusters
  Score: Raw -3638443.955639 + Penalty 3358.857203 = -3635085.098436
  nChanged 1756
		SP:Iteration 6F (15646.590000 sec): 3 clusters
  Score: Raw -3639285.307907 + Penalty 3358.857203 = -3635926.450703
  nChanged 1506
		SP:Iteration 7Q (15646.680000 sec): 3 clusters
  Score: Raw -3639954.750937 + Penalty 3358.857203 = -3636595.893734
  nChanged 1294
		SP:Iteration 8Q (15646.760000 sec): 3 clusters
  Score: Raw -3640528.848775 + Penalty 3358.857203 = -3637169.991572
  nChanged 1157
		SP:Iteration 9Q (15646.840000 sec): 3 clusters
  Score: Raw -3641071.871123 + Penalty 3358.857203 = -3637713.013920
  nChanged 1078
		SP:Iteration 10Q (15646.930000 sec): 3 clusters
  Score: Raw -3641648.747344 + Penalty 3358.857203 = -3638289.890141
  nChanged 1007
		SP:Iteration 11Q (15647.010000 sec): 3 clusters
  Score: Raw -3642189.103968 + Penalty 3358.857203 = -3638830.246765
  nChanged 880
		SP:Iteration 12Q (15647.090000 sec): 3 clusters
  Score: Raw -3642605.780271 + Penalty 3358.857203 = -3639246.923068
  nChanged 751
		SP:Iteration 13Q (15647.170000 sec): 3 clusters
  Score: Raw -3642956.666650 + Penalty 3358.857203 = -3639597.809447
  nChanged 651
		SP:Iteration 14Q (15647.250000 sec): 3 clusters
  Score: Raw -3643212.962900 + Penalty 3358.857203 = -3639854.105696
  nChanged 499
		SP:Iteration 15Q (15647.330000 sec): 3 clusters
  Score: Raw -3643409.313279 + Penalty 3358.857203 = -3640050.456076
  nChanged 444
		SP:Iteration 16Q (15647.410000 sec): 3 clusters
  Score: Raw -3643572.202131 + Penalty 3358.857203 = -3640213.344928
  nChanged 413
		SP:Iteration 17Q (15647.490000 sec): 3 clusters
  Score: Raw -3643725.342033 + Penalty 3358.857203 = -3640366.484829
  nChanged 399
		SP:Iteration 18Q (15647.570000 sec): 3 clusters
  Score: Raw -3643869.837292 + Penalty 3358.857203 = -3640510.980089
  nChanged 391
		SP:Iteration 19Q (15647.650000 sec): 3 clusters
  Score: Raw -3644012.666153 + Penalty 3358.857203 = -3640653.808950
  nChanged 437
		SP:Iteration 20F (15647.730000 sec): 3 clusters
  Score: Raw -3644200.950237 + Penalty 3358.857203 = -3640842.093034
  nChanged 434
		SP:Iteration 21Q (15647.800000 sec): 3 clusters
  Score: Raw -3644396.792539 + Penalty 3358.857203 = -3641037.935336
  nChanged 425
		SP:Iteration 22Q (15647.880000 sec): 3 clusters
  Score: Raw -3644588.727453 + Penalty 3358.857203 = -3641229.870250
  nChanged 398
		SP:Iteration 23Q (15647.950000 sec): 3 clusters
  Score: Raw -3644772.775595 + Penalty 3358.857203 = -3641413.918392
  nChanged 376
		SP:Iteration 24Q (15648.020000 sec): 3 clusters
  Score: Raw -3644942.376844 + Penalty 3358.857203 = -3641583.519641
  nChanged 352
		SP:Iteration 25Q (15648.100000 sec): 3 clusters
  Score: Raw -3645084.230413 + Penalty 3358.857203 = -3641725.373210
  nChanged 337
		SP:Iteration 26Q (15648.170000 sec): 3 clusters
  Score: Raw -3645218.123567 + Penalty 3358.857203 = -3641859.266364
  nChanged 360
		SP:Iteration 27Q (15648.240000 sec): 3 clusters
  Score: Raw -3645377.891695 + Penalty 3358.857203 = -3642019.034492
  nChanged 340
		SP:Iteration 28Q (15648.310000 sec): 3 clusters
  Score: Raw -3645524.093363 + Penalty 3358.857203 = -3642165.236159
  nChanged 325
		SP:Iteration 29Q (15648.380000 sec): 3 clusters
  Score: Raw -3645662.526090 + Penalty 3358.857203 = -3642303.668887
  nChanged 273
		SP:Iteration 30Q (15648.450000 sec): 3 clusters
  Score: Raw -3645769.359022 + Penalty 3358.857203 = -3642410.501819
  nChanged 240
		SP:Iteration 31Q (15648.520000 sec): 3 clusters
  Score: Raw -3645856.494662 + Penalty 3358.857203 = -3642497.637459
  nChanged 211
		SP:Iteration 32Q (15648.590000 sec): 3 clusters
  Score: Raw -3645929.733287 + Penalty 3358.857203 = -3642570.876083
  nChanged 214
		SP:Iteration 33Q (15648.650000 sec): 3 clusters
  Score: Raw -3646010.306832 + Penalty 3358.857203 = -3642651.449629
  nChanged 189
		SP:Iteration 34Q (15648.720000 sec): 3 clusters
  Score: Raw -3646083.607077 + Penalty 3358.857203 = -3642724.749874
  nChanged 198
		SP:Iteration 35Q (15648.780000 sec): 3 clusters
  Score: Raw -3646165.374719 + Penalty 3358.857203 = -3642806.517515
  nChanged 178
		SP:Iteration 36Q (15648.850000 sec): 3 clusters
  Score: Raw -3646236.436750 + Penalty 3358.857203 = -3642877.579547
  nChanged 134
		SP:Iteration 37Q (15648.910000 sec): 3 clusters
  Score: Raw -3646288.031366 + Penalty 3358.857203 = -3642929.174162
  nChanged 127
		SP:Iteration 38Q (15648.970000 sec): 3 clusters
  Score: Raw -3646345.893816 + Penalty 3358.857203 = -3642987.036613
  nChanged 128
		SP:Iteration 39Q (15649.030000 sec): 3 clusters
  Score: Raw -3646397.851981 + Penalty 3358.857203 = -3643038.994778
  nChanged 111
		SP:Iteration 40F (15649.110000 sec): 3 clusters
  Score: Raw -3646446.167902 + Penalty 3358.857203 = -3643087.310699
  nChanged 97
		SP:Iteration 41Q (15649.180000 sec): 3 clusters
  Score: Raw -3646490.335180 + Penalty 3358.857203 = -3643131.477977
  nChanged 92
		SP:Iteration 42Q (15649.240000 sec): 3 clusters
  Score: Raw -3646528.396966 + Penalty 3358.857203 = -3643169.539762
  nChanged 66
		SP:Iteration 43Q (15649.300000 sec): 3 clusters
  Score: Raw -3646554.565805 + Penalty 3358.857203 = -3643195.708601
  nChanged 59
		SP:Iteration 44Q (15649.360000 sec): 3 clusters
  Score: Raw -3646578.016985 + Penalty 3358.857203 = -3643219.159782
  nChanged 51
		SP:Iteration 45Q (15649.420000 sec): 3 clusters
  Score: Raw -3646598.567550 + Penalty 3358.857203 = -3643239.710346
  nChanged 29
		SP:Iteration 46Q (15649.480000 sec): 3 clusters
  Score: Raw -3646608.907470 + Penalty 3358.857203 = -3643250.050267
  nChanged 32
		SP:Iteration 47Q (15649.540000 sec): 3 clusters
  Score: Raw -3646621.105353 + Penalty 3358.857203 = -3643262.248150
  nChanged 41
		SP:Iteration 48Q (15649.600000 sec): 3 clusters
  Score: Raw -3646638.142802 + Penalty 3358.857203 = -3643279.285599
  nChanged 33
		SP:Iteration 49Q (15649.660000 sec): 3 clusters
  Score: Raw -3646651.160728 + Penalty 3358.857203 = -3643292.303525
  nChanged 37
		SP:Iteration 50Q (15649.720000 sec): 3 clusters
  Score: Raw -3646666.326960 + Penalty 3358.857203 = -3643307.469757
  nChanged 36
		SP:Iteration 51Q (15649.780000 sec): 3 clusters
  Score: Raw -3646680.330166 + Penalty 3358.857203 = -3643321.472963
  nChanged 31
		SP:Iteration 52Q (15649.840000 sec): 3 clusters
  Score: Raw -3646694.073852 + Penalty 3358.857203 = -3643335.216649
  nChanged 25
		SP:Iteration 53Q (15649.900000 sec): 3 clusters
  Score: Raw -3646703.111385 + Penalty 3358.857203 = -3643344.254182
  nChanged 18
		SP:Iteration 54Q (15649.960000 sec): 3 clusters
  Score: Raw -3646711.867127 + Penalty 3358.857203 = -3643353.009923
  nChanged 18
		SP:Iteration 55Q (15650.020000 sec): 3 clusters
  Score: Raw -3646718.973345 + Penalty 3358.857203 = -3643360.116142
  nChanged 21
		SP:Iteration 56Q (15650.080000 sec): 3 clusters
  Score: Raw -3646727.879322 + Penalty 3358.857203 = -3643369.022119
  nChanged 20
		SP:Iteration 57Q (15650.140000 sec): 3 clusters
  Score: Raw -3646734.672023 + Penalty 3358.857203 = -3643375.814820
  nChanged 9
		SP:Iteration 58Q (15650.200000 sec): 3 clusters
  Score: Raw -3646736.925507 + Penalty 3358.857203 = -3643378.068303
  nChanged 5
		SP:Iteration 59Q (15650.260000 sec): 3 clusters
  Score: Raw -3646738.157684 + Penalty 3358.857203 = -3643379.300481
  nChanged 4
		SP:Iteration 60F (15650.340000 sec): 3 clusters
  Score: Raw -3646739.041238 + Penalty 3358.857203 = -3643380.184035
  nChanged 2
		SP:Iteration 61Q (15650.400000 sec): 3 clusters
  Score: Raw -3646739.318913 + Penalty 3358.857203 = -3643380.461710
  nChanged 0
		SP:Iteration 62F (15650.480000 sec): 3 clusters
  Score: Raw -3646739.318913 + Penalty 3358.857203 = -3643380.461710
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15650.630000 sec): 2 clusters
  Score: Raw -6524271.904713 + Penalty 1774.002960 = -6522497.901753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15650.780000 sec): 3 clusters
  Score: Raw -6489362.688702 + Penalty 3548.005920 = -6485814.682782
  nChanged 25865
		SP:Iteration 1F (15650.930000 sec): 3 clusters
  Score: Raw -6504105.233611 + Penalty 3548.005920 = -6500557.227691
  nChanged 2177
		SP:Iteration 2Q (15651.080000 sec): 3 clusters
  Score: Raw -6504780.422427 + Penalty 3548.005920 = -6501232.416507
  nChanged 2280
		SP:Iteration 3Q (15651.230000 sec): 3 clusters
  Score: Raw -6505569.750961 + Penalty 3548.005920 = -6502021.745041
  nChanged 2397
		SP:Iteration 4Q (15651.380000 sec): 3 clusters
  Score: Raw -6506519.868071 + Penalty 3548.005920 = -6502971.862152
  nChanged 2726
		SP:Iteration 5Q (15651.530000 sec): 3 clusters
  Score: Raw -6507836.552307 + Penalty 3548.005920 = -6504288.546387
  nChanged 3084
		SP:Iteration 6F (15651.670000 sec): 3 clusters
  Score: Raw -6509654.941270 + Penalty 3548.005920 = -6506106.935350
  nChanged 3424
		SP:Iteration 7F (15651.820000 sec): 3 clusters
  Score: Raw -6512105.320233 + Penalty 3548.005920 = -6508557.314313
  nChanged 3468
		SP:Iteration 8F (15651.970000 sec): 3 clusters
  Score: Raw -6514860.495847 + Penalty 3548.005920 = -6511312.489927
  nChanged 3078
		SP:Iteration 9F (15652.110000 sec): 3 clusters
  Score: Raw -6516992.080977 + Penalty 3548.005920 = -6513444.075057
  nChanged 2228
		SP:Iteration 10Q (15652.260000 sec): 3 clusters
  Score: Raw -6518053.902801 + Penalty 3548.005920 = -6514505.896881
  nChanged 1376
		SP:Iteration 11Q (15652.410000 sec): 3 clusters
  Score: Raw -6518546.466852 + Penalty 3548.005920 = -6514998.460932
  nChanged 966
		SP:Iteration 12Q (15652.550000 sec): 3 clusters
  Score: Raw -6518875.774653 + Penalty 3548.005920 = -6515327.768733
  nChanged 823
		SP:Iteration 13Q (15652.690000 sec): 3 clusters
  Score: Raw -6519158.351824 + Penalty 3548.005920 = -6515610.345904
  nChanged 818
		SP:Iteration 14Q (15652.830000 sec): 3 clusters
  Score: Raw -6519441.649645 + Penalty 3548.005920 = -6515893.643725
  nChanged 800
		SP:Iteration 15Q (15652.960000 sec): 3 clusters
  Score: Raw -6519730.007574 + Penalty 3548.005920 = -6516182.001654
  nChanged 780
		SP:Iteration 16Q (15653.100000 sec): 3 clusters
  Score: Raw -6520016.501090 + Penalty 3548.005920 = -6516468.495171
  nChanged 759
		SP:Iteration 17Q (15653.230000 sec): 3 clusters
  Score: Raw -6520286.682940 + Penalty 3548.005920 = -6516738.677020
  nChanged 704
		SP:Iteration 18Q (15653.370000 sec): 3 clusters
  Score: Raw -6520519.784534 + Penalty 3548.005920 = -6516971.778614
  nChanged 670
		SP:Iteration 19Q (15653.500000 sec): 3 clusters
  Score: Raw -6520749.507871 + Penalty 3548.005920 = -6517201.501951
  nChanged 669
		SP:Iteration 20F (15653.650000 sec): 3 clusters
  Score: Raw -6520978.607169 + Penalty 3548.005920 = -6517430.601249
  nChanged 670
		SP:Iteration 21Q (15653.780000 sec): 3 clusters
  Score: Raw -6521207.277358 + Penalty 3548.005920 = -6517659.271438
  nChanged 634
		SP:Iteration 22Q (15653.910000 sec): 3 clusters
  Score: Raw -6521425.056371 + Penalty 3548.005920 = -6517877.050451
  nChanged 635
		SP:Iteration 23Q (15654.030000 sec): 3 clusters
  Score: Raw -6521669.124328 + Penalty 3548.005920 = -6518121.118408
  nChanged 630
		SP:Iteration 24Q (15654.160000 sec): 3 clusters
  Score: Raw -6521910.627345 + Penalty 3548.005920 = -6518362.621425
  nChanged 609
		SP:Iteration 25Q (15654.290000 sec): 3 clusters
  Score: Raw -6522137.083461 + Penalty 3548.005920 = -6518589.077541
  nChanged 570
		SP:Iteration 26Q (15654.410000 sec): 3 clusters
  Score: Raw -6522364.933001 + Penalty 3548.005920 = -6518816.927081
  nChanged 557
		SP:Iteration 27Q (15654.530000 sec): 3 clusters
  Score: Raw -6522605.320426 + Penalty 3548.005920 = -6519057.314506
  nChanged 514
		SP:Iteration 28Q (15654.660000 sec): 3 clusters
  Score: Raw -6522836.263766 + Penalty 3548.005920 = -6519288.257846
  nChanged 484
		SP:Iteration 29Q (15654.780000 sec): 3 clusters
  Score: Raw -6523051.931214 + Penalty 3548.005920 = -6519503.925294
  nChanged 456
		SP:Iteration 30Q (15654.890000 sec): 3 clusters
  Score: Raw -6523238.225928 + Penalty 3548.005920 = -6519690.220008
  nChanged 404
		SP:Iteration 31Q (15655.010000 sec): 3 clusters
  Score: Raw -6523391.159332 + Penalty 3548.005920 = -6519843.153412
  nChanged 365
		SP:Iteration 32Q (15655.130000 sec): 3 clusters
  Score: Raw -6523516.859392 + Penalty 3548.005920 = -6519968.853472
  nChanged 318
		SP:Iteration 33Q (15655.250000 sec): 3 clusters
  Score: Raw -6523619.405426 + Penalty 3548.005920 = -6520071.399506
  nChanged 278
		SP:Iteration 34Q (15655.360000 sec): 3 clusters
  Score: Raw -6523707.292283 + Penalty 3548.005920 = -6520159.286363
  nChanged 260
		SP:Iteration 35Q (15655.480000 sec): 3 clusters
  Score: Raw -6523785.855239 + Penalty 3548.005920 = -6520237.849320
  nChanged 232
		SP:Iteration 36Q (15655.590000 sec): 3 clusters
  Score: Raw -6523852.288052 + Penalty 3548.005920 = -6520304.282132
  nChanged 201
		SP:Iteration 37Q (15655.710000 sec): 3 clusters
  Score: Raw -6523908.417705 + Penalty 3548.005920 = -6520360.411785
  nChanged 196
		SP:Iteration 38Q (15655.820000 sec): 3 clusters
  Score: Raw -6523958.862211 + Penalty 3548.005920 = -6520410.856291
  nChanged 177
		SP:Iteration 39Q (15655.930000 sec): 3 clusters
  Score: Raw -6524004.779537 + Penalty 3548.005920 = -6520456.773617
  nChanged 170
		SP:Iteration 40F (15656.070000 sec): 3 clusters
  Score: Raw -6524044.610500 + Penalty 3548.005920 = -6520496.604580
  nChanged 147
		SP:Iteration 41Q (15656.190000 sec): 3 clusters
  Score: Raw -6524079.276128 + Penalty 3548.005920 = -6520531.270208
  nChanged 124
		SP:Iteration 42Q (15656.300000 sec): 3 clusters
  Score: Raw -6524106.055883 + Penalty 3548.005920 = -6520558.049963
  nChanged 118
		SP:Iteration 43Q (15656.410000 sec): 3 clusters
  Score: Raw -6524129.116549 + Penalty 3548.005920 = -6520581.110629
  nChanged 115
		SP:Iteration 44Q (15656.520000 sec): 3 clusters
  Score: Raw -6524153.096534 + Penalty 3548.005920 = -6520605.090614
  nChanged 95
		SP:Iteration 45Q (15656.630000 sec): 3 clusters
  Score: Raw -6524170.115815 + Penalty 3548.005920 = -6520622.109895
  nChanged 88
		SP:Iteration 46Q (15656.740000 sec): 3 clusters
  Score: Raw -6524185.083110 + Penalty 3548.005920 = -6520637.077190
  nChanged 78
		SP:Iteration 47Q (15656.850000 sec): 3 clusters
  Score: Raw -6524200.008126 + Penalty 3548.005920 = -6520652.002206
  nChanged 80
		SP:Iteration 48Q (15656.960000 sec): 3 clusters
  Score: Raw -6524214.062891 + Penalty 3548.005920 = -6520666.056971
  nChanged 64
		SP:Iteration 49Q (15657.070000 sec): 3 clusters
  Score: Raw -6524226.535366 + Penalty 3548.005920 = -6520678.529446
  nChanged 71
		SP:Iteration 50Q (15657.180000 sec): 3 clusters
  Score: Raw -6524239.458893 + Penalty 3548.005920 = -6520691.452973
  nChanged 68
		SP:Iteration 51Q (15657.290000 sec): 3 clusters
  Score: Raw -6524251.257703 + Penalty 3548.005920 = -6520703.251783
  nChanged 65
		SP:Iteration 52Q (15657.390000 sec): 3 clusters
  Score: Raw -6524262.597263 + Penalty 3548.005920 = -6520714.591343
  nChanged 46
		SP:Iteration 53Q (15657.500000 sec): 3 clusters
  Score: Raw -6524271.901323 + Penalty 3548.005920 = -6520723.895403
  nChanged 51
		SP:Iteration 54Q (15657.610000 sec): 3 clusters
  Score: Raw -6524281.796976 + Penalty 3548.005920 = -6520733.791056
  nChanged 49
		SP:Iteration 55Q (15657.720000 sec): 3 clusters
  Score: Raw -6524292.303069 + Penalty 3548.005920 = -6520744.297150
  nChanged 55
		SP:Iteration 56Q (15657.830000 sec): 3 clusters
  Score: Raw -6524303.602520 + Penalty 3548.005920 = -6520755.596600
  nChanged 42
		SP:Iteration 57Q (15657.930000 sec): 3 clusters
  Score: Raw -6524311.823400 + Penalty 3548.005920 = -6520763.817480
  nChanged 43
		SP:Iteration 58Q (15658.040000 sec): 3 clusters
  Score: Raw -6524320.604233 + Penalty 3548.005920 = -6520772.598313
  nChanged 52
		SP:Iteration 59Q (15658.150000 sec): 3 clusters
  Score: Raw -6524331.891366 + Penalty 3548.005920 = -6520783.885446
  nChanged 53
		SP:Iteration 60F (15658.290000 sec): 3 clusters
  Score: Raw -6524342.546332 + Penalty 3548.005920 = -6520794.540412
  nChanged 57
		SP:Iteration 61Q (15658.400000 sec): 3 clusters
  Score: Raw -6524352.401614 + Penalty 3548.005920 = -6520804.395694
  nChanged 42
		SP:Iteration 62Q (15658.510000 sec): 3 clusters
  Score: Raw -6524360.190292 + Penalty 3548.005920 = -6520812.184372
  nChanged 37
		SP:Iteration 63Q (15658.610000 sec): 3 clusters
  Score: Raw -6524365.843557 + Penalty 3548.005920 = -6520817.837637
  nChanged 29
		SP:Iteration 64Q (15658.720000 sec): 3 clusters
  Score: Raw -6524370.943453 + Penalty 3548.005920 = -6520822.937533
  nChanged 29
		SP:Iteration 65Q (15658.830000 sec): 3 clusters
  Score: Raw -6524375.132105 + Penalty 3548.005920 = -6520827.126185
  nChanged 24
		SP:Iteration 66Q (15658.930000 sec): 3 clusters
  Score: Raw -6524379.787330 + Penalty 3548.005920 = -6520831.781410
  nChanged 23
		SP:Iteration 67Q (15659.040000 sec): 3 clusters
  Score: Raw -6524383.889075 + Penalty 3548.005920 = -6520835.883155
  nChanged 23
		SP:Iteration 68Q (15659.150000 sec): 3 clusters
  Score: Raw -6524387.127539 + Penalty 3548.005920 = -6520839.121619
  nChanged 20
		SP:Iteration 69Q (15659.260000 sec): 3 clusters
  Score: Raw -6524390.572009 + Penalty 3548.005920 = -6520842.566090
  nChanged 19
		SP:Iteration 70Q (15659.370000 sec): 3 clusters
  Score: Raw -6524393.298327 + Penalty 3548.005920 = -6520845.292407
  nChanged 15
		SP:Iteration 71Q (15659.480000 sec): 3 clusters
  Score: Raw -6524395.139457 + Penalty 3548.005920 = -6520847.133537
  nChanged 14
		SP:Iteration 72Q (15659.590000 sec): 3 clusters
  Score: Raw -6524397.109342 + Penalty 3548.005920 = -6520849.103422
  nChanged 10
		SP:Iteration 73Q (15659.690000 sec): 3 clusters
  Score: Raw -6524398.316212 + Penalty 3548.005920 = -6520850.310292
  nChanged 10
		SP:Iteration 74Q (15659.800000 sec): 3 clusters
  Score: Raw -6524399.508052 + Penalty 3548.005920 = -6520851.502132
  nChanged 8
		SP:Iteration 75Q (15659.910000 sec): 3 clusters
  Score: Raw -6524400.728323 + Penalty 3548.005920 = -6520852.722403
  nChanged 11
		SP:Iteration 76Q (15660.010000 sec): 3 clusters
  Score: Raw -6524402.063741 + Penalty 3548.005920 = -6520854.057821
  nChanged 7
		SP:Iteration 77Q (15660.120000 sec): 3 clusters
  Score: Raw -6524403.378336 + Penalty 3548.005920 = -6520855.372416
  nChanged 13
		SP:Iteration 78Q (15660.230000 sec): 3 clusters
  Score: Raw -6524405.524385 + Penalty 3548.005920 = -6520857.518465
  nChanged 14
		SP:Iteration 79Q (15660.330000 sec): 3 clusters
  Score: Raw -6524408.169926 + Penalty 3548.005920 = -6520860.164006
  nChanged 18
		SP:Iteration 80F (15660.470000 sec): 3 clusters
  Score: Raw -6524411.143106 + Penalty 3548.005920 = -6520863.137186
  nChanged 14
		SP:Iteration 81Q (15660.580000 sec): 3 clusters
  Score: Raw -6524413.115220 + Penalty 3548.005920 = -6520865.109300
  nChanged 12
		SP:Iteration 82Q (15660.690000 sec): 3 clusters
  Score: Raw -6524415.186620 + Penalty 3548.005920 = -6520867.180700
  nChanged 11
		SP:Iteration 83Q (15660.800000 sec): 3 clusters
  Score: Raw -6524416.648780 + Penalty 3548.005920 = -6520868.642860
  nChanged 8
		SP:Iteration 84Q (15660.900000 sec): 3 clusters
  Score: Raw -6524417.737068 + Penalty 3548.005920 = -6520869.731148
  nChanged 8
		SP:Iteration 85Q (15661.010000 sec): 3 clusters
  Score: Raw -6524418.737956 + Penalty 3548.005920 = -6520870.732036
  nChanged 9
		SP:Iteration 86Q (15661.120000 sec): 3 clusters
  Score: Raw -6524420.066233 + Penalty 3548.005920 = -6520872.060313
  nChanged 11
		SP:Iteration 87Q (15661.230000 sec): 3 clusters
  Score: Raw -6524421.911580 + Penalty 3548.005920 = -6520873.905660
  nChanged 14
		SP:Iteration 88Q (15661.330000 sec): 3 clusters
  Score: Raw -6524424.916000 + Penalty 3548.005920 = -6520876.910080
  nChanged 14
		SP:Iteration 89Q (15661.440000 sec): 3 clusters
  Score: Raw -6524427.662881 + Penalty 3548.005920 = -6520879.656961
  nChanged 25
		SP:Iteration 90Q (15661.550000 sec): 3 clusters
  Score: Raw -6524431.822132 + Penalty 3548.005920 = -6520883.816213
  nChanged 13
		SP:Iteration 91Q (15661.650000 sec): 3 clusters
  Score: Raw -6524435.024447 + Penalty 3548.005920 = -6520887.018528
  nChanged 14
		SP:Iteration 92Q (15661.760000 sec): 3 clusters
  Score: Raw -6524437.406984 + Penalty 3548.005920 = -6520889.401064
  nChanged 15
		SP:Iteration 93Q (15661.860000 sec): 3 clusters
  Score: Raw -6524439.712403 + Penalty 3548.005920 = -6520891.706483
  nChanged 14
		SP:Iteration 94Q (15661.970000 sec): 3 clusters
  Score: Raw -6524441.892118 + Penalty 3548.005920 = -6520893.886198
  nChanged 7
		SP:Iteration 95Q (15662.070000 sec): 3 clusters
  Score: Raw -6524442.718188 + Penalty 3548.005920 = -6520894.712268
  nChanged 5
		SP:Iteration 96Q (15662.180000 sec): 3 clusters
  Score: Raw -6524443.668745 + Penalty 3548.005920 = -6520895.662825
  nChanged 2
		SP:Iteration 97Q (15662.290000 sec): 3 clusters
  Score: Raw -6524443.937829 + Penalty 3548.005920 = -6520895.931909
  nChanged 3
		SP:Iteration 98Q (15662.390000 sec): 3 clusters
  Score: Raw -6524444.540072 + Penalty 3548.005920 = -6520896.534152
  nChanged 5
		SP:Iteration 99Q (15662.500000 sec): 3 clusters
  Score: Raw -6524445.347381 + Penalty 3548.005920 = -6520897.341461
  nChanged 7
		SP:Iteration 100F (15662.640000 sec): 3 clusters
  Score: Raw -6524446.794900 + Penalty 3548.005920 = -6520898.788980
  nChanged 7
		SP:Iteration 101Q (15662.750000 sec): 3 clusters
  Score: Raw -6524447.869505 + Penalty 3548.005920 = -6520899.863585
  nChanged 10
		SP:Iteration 102Q (15662.850000 sec): 3 clusters
  Score: Raw -6524449.509524 + Penalty 3548.005920 = -6520901.503604
  nChanged 10
		SP:Iteration 103Q (15662.950000 sec): 3 clusters
  Score: Raw -6524450.942096 + Penalty 3548.005920 = -6520902.936176
  nChanged 6
		SP:Iteration 104Q (15663.060000 sec): 3 clusters
  Score: Raw -6524451.686936 + Penalty 3548.005920 = -6520903.681016
  nChanged 5
		SP:Iteration 105Q (15663.170000 sec): 3 clusters
  Score: Raw -6524452.510482 + Penalty 3548.005920 = -6520904.504562
  nChanged 5
		SP:Iteration 106Q (15663.270000 sec): 3 clusters
  Score: Raw -6524453.164530 + Penalty 3548.005920 = -6520905.158610
  nChanged 2
		SP:Iteration 107Q (15663.370000 sec): 3 clusters
  Score: Raw -6524453.377760 + Penalty 3548.005920 = -6520905.371840
  nChanged 4
		SP:Iteration 108Q (15663.480000 sec): 3 clusters
  Score: Raw -6524453.880446 + Penalty 3548.005920 = -6520905.874526
  nChanged 4
		SP:Iteration 109Q (15663.580000 sec): 3 clusters
  Score: Raw -6524454.389107 + Penalty 3548.005920 = -6520906.383187
  nChanged 2
		SP:Iteration 110Q (15663.690000 sec): 3 clusters
  Score: Raw -6524454.692379 + Penalty 3548.005920 = -6520906.686459
  nChanged 1
		SP:Iteration 111Q (15663.790000 sec): 3 clusters
  Score: Raw -6524454.824055 + Penalty 3548.005920 = -6520906.818135
  nChanged 1
		SP:Iteration 112Q (15663.900000 sec): 3 clusters
  Score: Raw -6524454.957190 + Penalty 3548.005920 = -6520906.951270
  nChanged 0
		SP:Iteration 113F (15664.040000 sec): 3 clusters
  Score: Raw -6524454.957190 + Penalty 3548.005920 = -6520906.951270
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15664.070000 sec): 2 clusters
  Score: Raw -81650.851339 + Penalty 1088.067324 = -80562.784015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15664.070000 sec): 3 clusters
  Score: Raw -81456.938864 + Penalty 2176.134648 = -79280.804216
  nChanged 236
		SP:Iteration 1F (15664.070000 sec): 3 clusters
  Score: Raw -81760.710323 + Penalty 2176.134648 = -79584.575675
  nChanged 64
		SP:Iteration 2F (15664.080000 sec): 3 clusters
  Score: Raw -81855.544557 + Penalty 2176.134648 = -79679.409908
  nChanged 45
		SP:Iteration 3F (15664.080000 sec): 3 clusters
  Score: Raw -81941.866899 + Penalty 2176.134648 = -79765.732250
  nChanged 35
		SP:Iteration 4Q (15664.080000 sec): 3 clusters
  Score: Raw -82003.491541 + Penalty 2176.134648 = -79827.356893
  nChanged 28
		SP:Iteration 5Q (15664.080000 sec): 3 clusters
  Score: Raw -82060.056932 + Penalty 2176.134648 = -79883.922284
  nChanged 29
		SP:Iteration 6Q (15664.090000 sec): 3 clusters
  Score: Raw -82112.007161 + Penalty 2176.134648 = -79935.872513
  nChanged 22
		SP:Iteration 7Q (15664.090000 sec): 3 clusters
  Score: Raw -82165.997547 + Penalty 2176.134648 = -79989.862899
  nChanged 15
		SP:Iteration 8Q (15664.090000 sec): 3 clusters
  Score: Raw -82191.858916 + Penalty 2176.134648 = -80015.724268
  nChanged 13
		SP:Iteration 9Q (15664.090000 sec): 3 clusters
  Score: Raw -82221.936485 + Penalty 2176.134648 = -80045.801837
  nChanged 9
		SP:Iteration 10Q (15664.090000 sec): 3 clusters
  Score: Raw -82238.061015 + Penalty 2176.134648 = -80061.926367
  nChanged 3
		SP:Iteration 11Q (15664.090000 sec): 3 clusters
  Score: Raw -82243.300561 + Penalty 2176.134648 = -80067.165913
  nChanged 6
		SP:Iteration 12Q (15664.100000 sec): 3 clusters
  Score: Raw -82260.297112 + Penalty 2176.134648 = -80084.162464
  nChanged 6
		SP:Iteration 13Q (15664.100000 sec): 3 clusters
  Score: Raw -82268.565822 + Penalty 2176.134648 = -80092.431174
  nChanged 1
		SP:Iteration 14Q (15664.100000 sec): 3 clusters
  Score: Raw -82269.064009 + Penalty 2176.134648 = -80092.929361
  nChanged 1
		SP:Iteration 15Q (15664.100000 sec): 3 clusters
  Score: Raw -82269.994896 + Penalty 2176.134648 = -80093.860248
  nChanged 0
		SP:Iteration 16F (15664.100000 sec): 3 clusters
  Score: Raw -82269.994896 + Penalty 2176.134648 = -80093.860248
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15664.110000 sec): 2 clusters
  Score: Raw -272648.728582 + Penalty 1260.729188 = -271387.999393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15664.120000 sec): 3 clusters
  Score: Raw -271573.740711 + Penalty 2521.458377 = -269052.282335
  nChanged 846
		SP:Iteration 1F (15664.130000 sec): 3 clusters
  Score: Raw -272075.156219 + Penalty 2521.458377 = -269553.697842
  nChanged 187
		SP:Iteration 2F (15664.130000 sec): 3 clusters
  Score: Raw -272229.015956 + Penalty 2521.458377 = -269707.557579
  nChanged 139
		SP:Iteration 3F (15664.140000 sec): 3 clusters
  Score: Raw -272330.899881 + Penalty 2521.458377 = -269809.441504
  nChanged 88
		SP:Iteration 4Q (15664.140000 sec): 3 clusters
  Score: Raw -272399.419374 + Penalty 2521.458377 = -269877.960997
  nChanged 79
		SP:Iteration 5Q (15664.150000 sec): 3 clusters
  Score: Raw -272466.739989 + Penalty 2521.458377 = -269945.281612
  nChanged 89
		SP:Iteration 6Q (15664.150000 sec): 3 clusters
  Score: Raw -272540.901654 + Penalty 2521.458377 = -270019.443277
  nChanged 73
		SP:Iteration 7Q (15664.160000 sec): 3 clusters
  Score: Raw -272601.883026 + Penalty 2521.458377 = -270080.424649
  nChanged 66
		SP:Iteration 8Q (15664.170000 sec): 3 clusters
  Score: Raw -272649.717278 + Penalty 2521.458377 = -270128.258901
  nChanged 65
		SP:Iteration 9Q (15664.170000 sec): 3 clusters
  Score: Raw -272701.447737 + Penalty 2521.458377 = -270179.989360
  nChanged 56
		SP:Iteration 10Q (15664.180000 sec): 3 clusters
  Score: Raw -272746.704572 + Penalty 2521.458377 = -270225.246195
  nChanged 60
		SP:Iteration 11Q (15664.180000 sec): 3 clusters
  Score: Raw -272797.013173 + Penalty 2521.458377 = -270275.554796
  nChanged 44
		SP:Iteration 12Q (15664.190000 sec): 3 clusters
  Score: Raw -272835.772887 + Penalty 2521.458377 = -270314.314510
  nChanged 42
		SP:Iteration 13Q (15664.190000 sec): 3 clusters
  Score: Raw -272867.630824 + Penalty 2521.458377 = -270346.172447
  nChanged 43
		SP:Iteration 14Q (15664.200000 sec): 3 clusters
  Score: Raw -272906.996075 + Penalty 2521.458377 = -270385.537698
  nChanged 37
		SP:Iteration 15Q (15664.200000 sec): 3 clusters
  Score: Raw -272939.088580 + Penalty 2521.458377 = -270417.630203
  nChanged 27
		SP:Iteration 16Q (15664.210000 sec): 3 clusters
  Score: Raw -272959.894424 + Penalty 2521.458377 = -270438.436047
  nChanged 22
		SP:Iteration 17Q (15664.210000 sec): 3 clusters
  Score: Raw -272975.376246 + Penalty 2521.458377 = -270453.917869
  nChanged 14
		SP:Iteration 18Q (15664.220000 sec): 3 clusters
  Score: Raw -272992.015023 + Penalty 2521.458377 = -270470.556646
  nChanged 20
		SP:Iteration 19Q (15664.230000 sec): 3 clusters
  Score: Raw -273009.799585 + Penalty 2521.458377 = -270488.341208
  nChanged 11
		SP:Iteration 20F (15664.230000 sec): 3 clusters
  Score: Raw -273019.090601 + Penalty 2521.458377 = -270497.632224
  nChanged 19
		SP:Iteration 21Q (15664.230000 sec): 3 clusters
  Score: Raw -273034.226180 + Penalty 2521.458377 = -270512.767803
  nChanged 14
		SP:Iteration 22Q (15664.240000 sec): 3 clusters
  Score: Raw -273045.403406 + Penalty 2521.458377 = -270523.945030
  nChanged 11
		SP:Iteration 23Q (15664.250000 sec): 3 clusters
  Score: Raw -273054.784504 + Penalty 2521.458377 = -270533.326127
  nChanged 12
		SP:Iteration 24Q (15664.250000 sec): 3 clusters
  Score: Raw -273061.733184 + Penalty 2521.458377 = -270540.274808
  nChanged 8
		SP:Iteration 25Q (15664.250000 sec): 3 clusters
  Score: Raw -273067.211963 + Penalty 2521.458377 = -270545.753586
  nChanged 10
		SP:Iteration 26Q (15664.260000 sec): 3 clusters
  Score: Raw -273073.464479 + Penalty 2521.458377 = -270552.006102
  nChanged 9
		SP:Iteration 27Q (15664.270000 sec): 3 clusters
  Score: Raw -273078.953039 + Penalty 2521.458377 = -270557.494662
  nChanged 8
		SP:Iteration 28Q (15664.270000 sec): 3 clusters
  Score: Raw -273084.963606 + Penalty 2521.458377 = -270563.505229
  nChanged 6
		SP:Iteration 29Q (15664.270000 sec): 3 clusters
  Score: Raw -273088.630747 + Penalty 2521.458377 = -270567.172370
  nChanged 2
		SP:Iteration 30Q (15664.280000 sec): 3 clusters
  Score: Raw -273090.723777 + Penalty 2521.458377 = -270569.265400
  nChanged 3
		SP:Iteration 31Q (15664.290000 sec): 3 clusters
  Score: Raw -273092.309703 + Penalty 2521.458377 = -270570.851326
  nChanged 2
		SP:Iteration 32Q (15664.290000 sec): 3 clusters
  Score: Raw -273095.274559 + Penalty 2521.458377 = -270573.816182
  nChanged 5
		SP:Iteration 33Q (15664.290000 sec): 3 clusters
  Score: Raw -273097.448226 + Penalty 2521.458377 = -270575.989849
  nChanged 2
		SP:Iteration 34Q (15664.300000 sec): 3 clusters
  Score: Raw -273098.048665 + Penalty 2521.458377 = -270576.590288
  nChanged 1
		SP:Iteration 35Q (15664.310000 sec): 3 clusters
  Score: Raw -273098.486328 + Penalty 2521.458377 = -270577.027951
  nChanged 3
		SP:Iteration 36Q (15664.310000 sec): 3 clusters
  Score: Raw -273100.408137 + Penalty 2521.458377 = -270578.949760
  nChanged 3
		SP:Iteration 37Q (15664.310000 sec): 3 clusters
  Score: Raw -273103.398692 + Penalty 2521.458377 = -270581.940316
  nChanged 6
		SP:Iteration 38Q (15664.320000 sec): 3 clusters
  Score: Raw -273106.428350 + Penalty 2521.458377 = -270584.969973
  nChanged 5
		SP:Iteration 39Q (15664.320000 sec): 3 clusters
  Score: Raw -273110.962047 + Penalty 2521.458377 = -270589.503670
  nChanged 6
		SP:Iteration 40F (15664.330000 sec): 3 clusters
  Score: Raw -273116.527981 + Penalty 2521.458377 = -270595.069604
  nChanged 4
		SP:Iteration 41Q (15664.330000 sec): 3 clusters
  Score: Raw -273118.460157 + Penalty 2521.458377 = -270597.001780
  nChanged 1
		SP:Iteration 42Q (15664.340000 sec): 3 clusters
  Score: Raw -273119.103054 + Penalty 2521.458377 = -270597.644677
  nChanged 0
		SP:Iteration 43F (15664.350000 sec): 3 clusters
  Score: Raw -273119.103054 + Penalty 2521.458377 = -270597.644677
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15664.360000 sec): 2 clusters
  Score: Raw -335855.345161 + Penalty 1311.471450 = -334543.873711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15664.370000 sec): 3 clusters
  Score: Raw -334315.278306 + Penalty 2622.942900 = -331692.335405
  nChanged 1256
		SP:Iteration 1F (15664.370000 sec): 3 clusters
  Score: Raw -335126.373801 + Penalty 2622.942900 = -332503.430901
  nChanged 259
		SP:Iteration 2F (15664.380000 sec): 3 clusters
  Score: Raw -335306.437226 + Penalty 2622.942900 = -332683.494326
  nChanged 182
		SP:Iteration 3F (15664.390000 sec): 3 clusters
  Score: Raw -335421.985066 + Penalty 2622.942900 = -332799.042166
  nChanged 120
		SP:Iteration 4Q (15664.400000 sec): 3 clusters
  Score: Raw -335488.852877 + Penalty 2622.942900 = -332865.909976
  nChanged 97
		SP:Iteration 5Q (15664.410000 sec): 3 clusters
  Score: Raw -335541.697036 + Penalty 2622.942900 = -332918.754135
  nChanged 76
		SP:Iteration 6Q (15664.410000 sec): 3 clusters
  Score: Raw -335583.502413 + Penalty 2622.942900 = -332960.559512
  nChanged 73
		SP:Iteration 7Q (15664.420000 sec): 3 clusters
  Score: Raw -335622.097525 + Penalty 2622.942900 = -332999.154625
  nChanged 59
		SP:Iteration 8Q (15664.430000 sec): 3 clusters
  Score: Raw -335652.672237 + Penalty 2622.942900 = -333029.729337
  nChanged 53
		SP:Iteration 9Q (15664.430000 sec): 3 clusters
  Score: Raw -335685.201069 + Penalty 2622.942900 = -333062.258168
  nChanged 67
		SP:Iteration 10Q (15664.440000 sec): 3 clusters
  Score: Raw -335725.104715 + Penalty 2622.942900 = -333102.161814
  nChanged 51
		SP:Iteration 11Q (15664.450000 sec): 3 clusters
  Score: Raw -335754.770801 + Penalty 2622.942900 = -333131.827901
  nChanged 45
		SP:Iteration 12Q (15664.460000 sec): 3 clusters
  Score: Raw -335774.834754 + Penalty 2622.942900 = -333151.891854
  nChanged 36
		SP:Iteration 13Q (15664.470000 sec): 3 clusters
  Score: Raw -335789.929276 + Penalty 2622.942900 = -333166.986375
  nChanged 34
		SP:Iteration 14Q (15664.470000 sec): 3 clusters
  Score: Raw -335803.856393 + Penalty 2622.942900 = -333180.913493
  nChanged 26
		SP:Iteration 15Q (15664.480000 sec): 3 clusters
  Score: Raw -335811.465410 + Penalty 2622.942900 = -333188.522509
  nChanged 25
		SP:Iteration 16Q (15664.490000 sec): 3 clusters
  Score: Raw -335820.900038 + Penalty 2622.942900 = -333197.957137
  nChanged 21
		SP:Iteration 17Q (15664.500000 sec): 3 clusters
  Score: Raw -335827.970432 + Penalty 2622.942900 = -333205.027531
  nChanged 15
		SP:Iteration 18Q (15664.510000 sec): 3 clusters
  Score: Raw -335832.437157 + Penalty 2622.942900 = -333209.494257
  nChanged 14
		SP:Iteration 19Q (15664.510000 sec): 3 clusters
  Score: Raw -335836.417792 + Penalty 2622.942900 = -333213.474892
  nChanged 13
		SP:Iteration 20F (15664.520000 sec): 3 clusters
  Score: Raw -335840.876701 + Penalty 2622.942900 = -333217.933800
  nChanged 10
		SP:Iteration 21Q (15664.530000 sec): 3 clusters
  Score: Raw -335845.022588 + Penalty 2622.942900 = -333222.079688
  nChanged 11
		SP:Iteration 22Q (15664.540000 sec): 3 clusters
  Score: Raw -335848.353791 + Penalty 2622.942900 = -333225.410891
  nChanged 7
		SP:Iteration 23Q (15664.540000 sec): 3 clusters
  Score: Raw -335850.855708 + Penalty 2622.942900 = -333227.912807
  nChanged 6
		SP:Iteration 24Q (15664.550000 sec): 3 clusters
  Score: Raw -335852.830584 + Penalty 2622.942900 = -333229.887684
  nChanged 7
		SP:Iteration 25Q (15664.560000 sec): 3 clusters
  Score: Raw -335854.571002 + Penalty 2622.942900 = -333231.628101
  nChanged 6
		SP:Iteration 26Q (15664.570000 sec): 3 clusters
  Score: Raw -335855.804400 + Penalty 2622.942900 = -333232.861500
  nChanged 8
		SP:Iteration 27Q (15664.570000 sec): 3 clusters
  Score: Raw -335859.039203 + Penalty 2622.942900 = -333236.096303
  nChanged 10
		SP:Iteration 28Q (15664.580000 sec): 3 clusters
  Score: Raw -335862.155391 + Penalty 2622.942900 = -333239.212490
  nChanged 8
		SP:Iteration 29Q (15664.590000 sec): 3 clusters
  Score: Raw -335864.266220 + Penalty 2622.942900 = -333241.323320
  nChanged 5
		SP:Iteration 30Q (15664.600000 sec): 3 clusters
  Score: Raw -335866.084703 + Penalty 2622.942900 = -333243.141803
  nChanged 12
		SP:Iteration 31Q (15664.610000 sec): 3 clusters
  Score: Raw -335869.623805 + Penalty 2622.942900 = -333246.680905
  nChanged 6
		SP:Iteration 32Q (15664.610000 sec): 3 clusters
  Score: Raw -335871.537214 + Penalty 2622.942900 = -333248.594314
  nChanged 6
		SP:Iteration 33Q (15664.620000 sec): 3 clusters
  Score: Raw -335872.538759 + Penalty 2622.942900 = -333249.595859
  nChanged 5
		SP:Iteration 34Q (15664.630000 sec): 3 clusters
  Score: Raw -335874.013835 + Penalty 2622.942900 = -333251.070934
  nChanged 6
		SP:Iteration 35Q (15664.630000 sec): 3 clusters
  Score: Raw -335876.047439 + Penalty 2622.942900 = -333253.104539
  nChanged 5
		SP:Iteration 36Q (15664.640000 sec): 3 clusters
  Score: Raw -335877.597763 + Penalty 2622.942900 = -333254.654863
  nChanged 4
		SP:Iteration 37Q (15664.650000 sec): 3 clusters
  Score: Raw -335878.809557 + Penalty 2622.942900 = -333255.866657
  nChanged 2
		SP:Iteration 38Q (15664.660000 sec): 3 clusters
  Score: Raw -335879.288809 + Penalty 2622.942900 = -333256.345908
  nChanged 0
		SP:Iteration 39F (15664.670000 sec): 3 clusters
  Score: Raw -335879.288809 + Penalty 2622.942900 = -333256.345908
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15664.700000 sec): 2 clusters
  Score: Raw -1160405.399329 + Penalty 1497.167081 = -1158908.232248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15664.720000 sec): 3 clusters
  Score: Raw -1154733.482624 + Penalty 2994.334161 = -1151739.148462
  nChanged 4316
		SP:Iteration 1F (15664.750000 sec): 3 clusters
  Score: Raw -1157036.514637 + Penalty 2994.334161 = -1154042.180476
  nChanged 669
		SP:Iteration 2F (15664.770000 sec): 3 clusters
  Score: Raw -1157425.474652 + Penalty 2994.334161 = -1154431.140491
  nChanged 648
		SP:Iteration 3F (15664.800000 sec): 3 clusters
  Score: Raw -1157867.480922 + Penalty 2994.334161 = -1154873.146760
  nChanged 635
		SP:Iteration 4F (15664.820000 sec): 3 clusters
  Score: Raw -1158343.742620 + Penalty 2994.334161 = -1155349.408458
  nChanged 698
		SP:Iteration 5F (15664.850000 sec): 3 clusters
  Score: Raw -1158842.278852 + Penalty 2994.334161 = -1155847.944691
  nChanged 649
		SP:Iteration 6F (15664.870000 sec): 3 clusters
  Score: Raw -1159313.583775 + Penalty 2994.334161 = -1156319.249613
  nChanged 529
		SP:Iteration 7F (15664.900000 sec): 3 clusters
  Score: Raw -1159740.659232 + Penalty 2994.334161 = -1156746.325071
  nChanged 429
		SP:Iteration 8Q (15664.930000 sec): 3 clusters
  Score: Raw -1160107.681829 + Penalty 2994.334161 = -1157113.347668
  nChanged 324
		SP:Iteration 9Q (15664.950000 sec): 3 clusters
  Score: Raw -1160407.718256 + Penalty 2994.334161 = -1157413.384094
  nChanged 247
		SP:Iteration 10Q (15664.970000 sec): 3 clusters
  Score: Raw -1160635.831135 + Penalty 2994.334161 = -1157641.496973
  nChanged 180
		SP:Iteration 11Q (15664.990000 sec): 3 clusters
  Score: Raw -1160779.803993 + Penalty 2994.334161 = -1157785.469832
  nChanged 135
		SP:Iteration 12Q (15665.020000 sec): 3 clusters
  Score: Raw -1160872.369079 + Penalty 2994.334161 = -1157878.034918
  nChanged 111
		SP:Iteration 13Q (15665.040000 sec): 3 clusters
  Score: Raw -1160941.735327 + Penalty 2994.334161 = -1157947.401166
  nChanged 103
		SP:Iteration 14Q (15665.060000 sec): 3 clusters
  Score: Raw -1161008.757102 + Penalty 2994.334161 = -1158014.422941
  nChanged 84
		SP:Iteration 15Q (15665.080000 sec): 3 clusters
  Score: Raw -1161062.140121 + Penalty 2994.334161 = -1158067.805960
  nChanged 73
		SP:Iteration 16Q (15665.100000 sec): 3 clusters
  Score: Raw -1161107.225633 + Penalty 2994.334161 = -1158112.891472
  nChanged 67
		SP:Iteration 17Q (15665.120000 sec): 3 clusters
  Score: Raw -1161142.770615 + Penalty 2994.334161 = -1158148.436454
  nChanged 47
		SP:Iteration 18Q (15665.140000 sec): 3 clusters
  Score: Raw -1161164.500271 + Penalty 2994.334161 = -1158170.166109
  nChanged 34
		SP:Iteration 19Q (15665.160000 sec): 3 clusters
  Score: Raw -1161178.569607 + Penalty 2994.334161 = -1158184.235446
  nChanged 25
		SP:Iteration 20F (15665.190000 sec): 3 clusters
  Score: Raw -1161188.996518 + Penalty 2994.334161 = -1158194.662357
  nChanged 29
		SP:Iteration 21Q (15665.210000 sec): 3 clusters
  Score: Raw -1161203.036979 + Penalty 2994.334161 = -1158208.702818
  nChanged 24
		SP:Iteration 22Q (15665.230000 sec): 3 clusters
  Score: Raw -1161211.271376 + Penalty 2994.334161 = -1158216.937215
  nChanged 21
		SP:Iteration 23Q (15665.240000 sec): 3 clusters
  Score: Raw -1161217.761825 + Penalty 2994.334161 = -1158223.427663
  nChanged 22
		SP:Iteration 24Q (15665.260000 sec): 3 clusters
  Score: Raw -1161223.910183 + Penalty 2994.334161 = -1158229.576022
  nChanged 15
		SP:Iteration 25Q (15665.280000 sec): 3 clusters
  Score: Raw -1161228.161895 + Penalty 2994.334161 = -1158233.827733
  nChanged 8
		SP:Iteration 26Q (15665.300000 sec): 3 clusters
  Score: Raw -1161229.673046 + Penalty 2994.334161 = -1158235.338885
  nChanged 3
		SP:Iteration 27Q (15665.320000 sec): 3 clusters
  Score: Raw -1161230.129608 + Penalty 2994.334161 = -1158235.795446
  nChanged 1
		SP:Iteration 28Q (15665.340000 sec): 3 clusters
  Score: Raw -1161230.397058 + Penalty 2994.334161 = -1158236.062897
  nChanged 4
		SP:Iteration 29Q (15665.360000 sec): 3 clusters
  Score: Raw -1161232.080278 + Penalty 2994.334161 = -1158237.746116
  nChanged 4
		SP:Iteration 30Q (15665.370000 sec): 3 clusters
  Score: Raw -1161234.182408 + Penalty 2994.334161 = -1158239.848246
  nChanged 6
		SP:Iteration 31Q (15665.390000 sec): 3 clusters
  Score: Raw -1161235.784266 + Penalty 2994.334161 = -1158241.450105
  nChanged 1
		SP:Iteration 32Q (15665.410000 sec): 3 clusters
  Score: Raw -1161235.870834 + Penalty 2994.334161 = -1158241.536673
  nChanged 0
		SP:Iteration 33F (15665.440000 sec): 3 clusters
  Score: Raw -1161235.870834 + Penalty 2994.334161 = -1158241.536673
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15665.450000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15665.450000 sec): 3 clusters
  Score: Raw -30397.016685 + Penalty 1831.306621 = -28565.710064
  nChanged 39
		SP:Iteration 1F (15665.450000 sec): 3 clusters
  Score: Raw -30488.250206 + Penalty 1831.306621 = -28656.943585
  nChanged 12
		SP:Iteration 2Q (15665.450000 sec): 3 clusters
  Score: Raw -30524.798747 + Penalty 1831.306621 = -28693.492126
  nChanged 5
		SP:Iteration 3Q (15665.450000 sec): 3 clusters
  Score: Raw -30538.047545 + Penalty 1831.306621 = -28706.740924
  nChanged 3
		SP:Iteration 4Q (15665.450000 sec): 3 clusters
  Score: Raw -30554.726233 + Penalty 1831.306621 = -28723.419612
  nChanged 4
		SP:Iteration 5Q (15665.450000 sec): 3 clusters
  Score: Raw -30574.903432 + Penalty 1831.306621 = -28743.596811
  nChanged 4
		SP:Iteration 6Q (15665.450000 sec): 3 clusters
  Score: Raw -30582.322527 + Penalty 1831.306621 = -28751.015906
  nChanged 2
		SP:Iteration 7Q (15665.450000 sec): 3 clusters
  Score: Raw -30589.306829 + Penalty 1831.306621 = -28758.000208
  nChanged 3
		SP:Iteration 8Q (15665.450000 sec): 3 clusters
  Score: Raw -30597.671291 + Penalty 1831.306621 = -28766.364670
  nChanged 2
		SP:Iteration 9Q (15665.450000 sec): 3 clusters
  Score: Raw -30603.010582 + Penalty 1831.306621 = -28771.703961
  nChanged 1
		SP:Iteration 10Q (15665.450000 sec): 3 clusters
  Score: Raw -30608.530407 + Penalty 1831.306621 = -28777.223786
  nChanged 2
		SP:Iteration 11Q (15665.450000 sec): 3 clusters
  Score: Raw -30617.278950 + Penalty 1831.306621 = -28785.972329
  nChanged 2
		SP:Iteration 12Q (15665.460000 sec): 3 clusters
  Score: Raw -30630.689668 + Penalty 1831.306621 = -28799.383047
  nChanged 2
		SP:Iteration 13Q (15665.460000 sec): 3 clusters
  Score: Raw -30640.014041 + Penalty 1831.306621 = -28808.707420
  nChanged 1
		SP:Iteration 14Q (15665.460000 sec): 3 clusters
  Score: Raw -30642.105999 + Penalty 1831.306621 = -28810.799378
  nChanged 1
		SP:Iteration 15Q (15665.460000 sec): 3 clusters
  Score: Raw -30644.447805 + Penalty 1831.306621 = -28813.141184
  nChanged 0
		SP:Iteration 16F (15665.460000 sec): 3 clusters
  Score: Raw -30644.447805 + Penalty 1831.306621 = -28813.141184
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15665.460000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15665.470000 sec): 3 clusters
  Score: Raw -51888.644151 + Penalty 2005.802694 = -49882.841457
  nChanged 126
		SP:Iteration 1F (15665.470000 sec): 3 clusters
  Score: Raw -52105.714324 + Penalty 2005.802694 = -50099.911630
  nChanged 32
		SP:Iteration 2F (15665.470000 sec): 3 clusters
  Score: Raw -52206.416437 + Penalty 2005.802694 = -50200.613743
  nChanged 25
		SP:Iteration 3F (15665.470000 sec): 3 clusters
  Score: Raw -52289.003103 + Penalty 2005.802694 = -50283.200409
  nChanged 19
		SP:Iteration 4Q (15665.470000 sec): 3 clusters
  Score: Raw -52318.463944 + Penalty 2005.802694 = -50312.661250
  nChanged 10
		SP:Iteration 5Q (15665.470000 sec): 3 clusters
  Score: Raw -52338.967324 + Penalty 2005.802694 = -50333.164630
  nChanged 6
		SP:Iteration 6Q (15665.470000 sec): 3 clusters
  Score: Raw -52348.356629 + Penalty 2005.802694 = -50342.553935
  nChanged 3
		SP:Iteration 7Q (15665.470000 sec): 3 clusters
  Score: Raw -52351.211905 + Penalty 2005.802694 = -50345.409211
  nChanged 0
		SP:Iteration 8F (15665.470000 sec): 3 clusters
  Score: Raw -52351.211905 + Penalty 2005.802694 = -50345.409211
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15665.490000 sec): 2 clusters
  Score: Raw -415250.284224 + Penalty 1337.901094 = -413912.383130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15665.500000 sec): 3 clusters
  Score: Raw -413440.107875 + Penalty 2675.802188 = -410764.305687
  nChanged 1420
		SP:Iteration 1F (15665.510000 sec): 3 clusters
  Score: Raw -414234.420866 + Penalty 2675.802188 = -411558.618679
  nChanged 270
		SP:Iteration 2F (15665.510000 sec): 3 clusters
  Score: Raw -414375.426805 + Penalty 2675.802188 = -411699.624617
  nChanged 193
		SP:Iteration 3F (15665.530000 sec): 3 clusters
  Score: Raw -414483.011965 + Penalty 2675.802188 = -411807.209777
  nChanged 166
		SP:Iteration 4Q (15665.530000 sec): 3 clusters
  Score: Raw -414571.112186 + Penalty 2675.802188 = -411895.309998
  nChanged 147
		SP:Iteration 5Q (15665.540000 sec): 3 clusters
  Score: Raw -414650.194589 + Penalty 2675.802188 = -411974.392401
  nChanged 117
		SP:Iteration 6Q (15665.550000 sec): 3 clusters
  Score: Raw -414707.569605 + Penalty 2675.802188 = -412031.767417
  nChanged 106
		SP:Iteration 7Q (15665.560000 sec): 3 clusters
  Score: Raw -414763.179125 + Penalty 2675.802188 = -412087.376938
  nChanged 101
		SP:Iteration 8Q (15665.570000 sec): 3 clusters
  Score: Raw -414818.721989 + Penalty 2675.802188 = -412142.919801
  nChanged 112
		SP:Iteration 9Q (15665.580000 sec): 3 clusters
  Score: Raw -414886.204579 + Penalty 2675.802188 = -412210.402391
  nChanged 103
		SP:Iteration 10Q (15665.590000 sec): 3 clusters
  Score: Raw -414954.284728 + Penalty 2675.802188 = -412278.482540
  nChanged 85
		SP:Iteration 11Q (15665.600000 sec): 3 clusters
  Score: Raw -415008.382978 + Penalty 2675.802188 = -412332.580790
  nChanged 69
		SP:Iteration 12Q (15665.610000 sec): 3 clusters
  Score: Raw -415047.562552 + Penalty 2675.802188 = -412371.760364
  nChanged 69
		SP:Iteration 13Q (15665.620000 sec): 3 clusters
  Score: Raw -415082.578661 + Penalty 2675.802188 = -412406.776474
  nChanged 67
		SP:Iteration 14Q (15665.630000 sec): 3 clusters
  Score: Raw -415120.234180 + Penalty 2675.802188 = -412444.431992
  nChanged 79
		SP:Iteration 15Q (15665.630000 sec): 3 clusters
  Score: Raw -415174.771936 + Penalty 2675.802188 = -412498.969749
  nChanged 84
		SP:Iteration 16Q (15665.650000 sec): 3 clusters
  Score: Raw -415231.709360 + Penalty 2675.802188 = -412555.907172
  nChanged 61
		SP:Iteration 17Q (15665.650000 sec): 3 clusters
  Score: Raw -415272.908686 + Penalty 2675.802188 = -412597.106498
  nChanged 62
		SP:Iteration 18Q (15665.660000 sec): 3 clusters
  Score: Raw -415313.455134 + Penalty 2675.802188 = -412637.652947
  nChanged 35
		SP:Iteration 19Q (15665.670000 sec): 3 clusters
  Score: Raw -415333.183798 + Penalty 2675.802188 = -412657.381610
  nChanged 26
		SP:Iteration 20F (15665.680000 sec): 3 clusters
  Score: Raw -415349.337329 + Penalty 2675.802188 = -412673.535142
  nChanged 24
		SP:Iteration 21Q (15665.690000 sec): 3 clusters
  Score: Raw -415363.322094 + Penalty 2675.802188 = -412687.519906
  nChanged 19
		SP:Iteration 22Q (15665.700000 sec): 3 clusters
  Score: Raw -415373.358583 + Penalty 2675.802188 = -412697.556395
  nChanged 19
		SP:Iteration 23Q (15665.710000 sec): 3 clusters
  Score: Raw -415383.229004 + Penalty 2675.802188 = -412707.426816
  nChanged 11
		SP:Iteration 24Q (15665.710000 sec): 3 clusters
  Score: Raw -415389.049960 + Penalty 2675.802188 = -412713.247773
  nChanged 13
		SP:Iteration 25Q (15665.730000 sec): 3 clusters
  Score: Raw -415395.583742 + Penalty 2675.802188 = -412719.781554
  nChanged 11
		SP:Iteration 26Q (15665.730000 sec): 3 clusters
  Score: Raw -415401.455003 + Penalty 2675.802188 = -412725.652815
  nChanged 8
		SP:Iteration 27Q (15665.740000 sec): 3 clusters
  Score: Raw -415405.947691 + Penalty 2675.802188 = -412730.145503
  nChanged 7
		SP:Iteration 28Q (15665.750000 sec): 3 clusters
  Score: Raw -415409.019751 + Penalty 2675.802188 = -412733.217563
  nChanged 7
		SP:Iteration 29Q (15665.760000 sec): 3 clusters
  Score: Raw -415412.046299 + Penalty 2675.802188 = -412736.244112
  nChanged 5
		SP:Iteration 30Q (15665.770000 sec): 3 clusters
  Score: Raw -415414.262625 + Penalty 2675.802188 = -412738.460438
  nChanged 3
		SP:Iteration 31Q (15665.770000 sec): 3 clusters
  Score: Raw -415415.302809 + Penalty 2675.802188 = -412739.500622
  nChanged 2
		SP:Iteration 32Q (15665.790000 sec): 3 clusters
  Score: Raw -415415.644577 + Penalty 2675.802188 = -412739.842389
  nChanged 1
		SP:Iteration 33Q (15665.790000 sec): 3 clusters
  Score: Raw -415415.850147 + Penalty 2675.802188 = -412740.047959
  nChanged 0
		SP:Iteration 34F (15665.800000 sec): 3 clusters
  Score: Raw -415415.850147 + Penalty 2675.802188 = -412740.047959
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15665.820000 sec): 2 clusters
  Score: Raw -735871.363276 + Penalty 1424.513737 = -734446.849540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15665.840000 sec): 3 clusters
  Score: Raw -732409.825309 + Penalty 2849.027474 = -729560.797835
  nChanged 2680
		SP:Iteration 1F (15665.850000 sec): 3 clusters
  Score: Raw -733855.891194 + Penalty 2849.027474 = -731006.863720
  nChanged 452
		SP:Iteration 2F (15665.870000 sec): 3 clusters
  Score: Raw -734092.870815 + Penalty 2849.027474 = -731243.843341
  nChanged 389
		SP:Iteration 3F (15665.890000 sec): 3 clusters
  Score: Raw -734305.930866 + Penalty 2849.027474 = -731456.903392
  nChanged 328
		SP:Iteration 4F (15665.900000 sec): 3 clusters
  Score: Raw -734517.975698 + Penalty 2849.027474 = -731668.948225
  nChanged 351
		SP:Iteration 5F (15665.920000 sec): 3 clusters
  Score: Raw -734743.742976 + Penalty 2849.027474 = -731894.715502
  nChanged 360
		SP:Iteration 6F (15665.930000 sec): 3 clusters
  Score: Raw -734974.308839 + Penalty 2849.027474 = -732125.281365
  nChanged 355
		SP:Iteration 7F (15665.950000 sec): 3 clusters
  Score: Raw -735228.696750 + Penalty 2849.027474 = -732379.669276
  nChanged 380
		SP:Iteration 8F (15665.970000 sec): 3 clusters
  Score: Raw -735514.686207 + Penalty 2849.027474 = -732665.658734
  nChanged 348
		SP:Iteration 9F (15665.980000 sec): 3 clusters
  Score: Raw -735763.858732 + Penalty 2849.027474 = -732914.831258
  nChanged 295
		SP:Iteration 10Q (15666.000000 sec): 3 clusters
  Score: Raw -735966.421887 + Penalty 2849.027474 = -733117.394413
  nChanged 209
		SP:Iteration 11Q (15666.010000 sec): 3 clusters
  Score: Raw -736107.531133 + Penalty 2849.027474 = -733258.503659
  nChanged 146
		SP:Iteration 12Q (15666.030000 sec): 3 clusters
  Score: Raw -736198.181371 + Penalty 2849.027474 = -733349.153897
  nChanged 114
		SP:Iteration 13Q (15666.050000 sec): 3 clusters
  Score: Raw -736269.440361 + Penalty 2849.027474 = -733420.412888
  nChanged 93
		SP:Iteration 14Q (15666.060000 sec): 3 clusters
  Score: Raw -736329.762480 + Penalty 2849.027474 = -733480.735006
  nChanged 75
		SP:Iteration 15Q (15666.080000 sec): 3 clusters
  Score: Raw -736376.419223 + Penalty 2849.027474 = -733527.391749
  nChanged 52
		SP:Iteration 16Q (15666.090000 sec): 3 clusters
  Score: Raw -736409.768675 + Penalty 2849.027474 = -733560.741201
  nChanged 44
		SP:Iteration 17Q (15666.110000 sec): 3 clusters
  Score: Raw -736441.098560 + Penalty 2849.027474 = -733592.071086
  nChanged 43
		SP:Iteration 18Q (15666.120000 sec): 3 clusters
  Score: Raw -736465.869146 + Penalty 2849.027474 = -733616.841672
  nChanged 23
		SP:Iteration 19Q (15666.140000 sec): 3 clusters
  Score: Raw -736475.712176 + Penalty 2849.027474 = -733626.684703
  nChanged 15
		SP:Iteration 20F (15666.150000 sec): 3 clusters
  Score: Raw -736483.715645 + Penalty 2849.027474 = -733634.688171
  nChanged 16
		SP:Iteration 21Q (15666.170000 sec): 3 clusters
  Score: Raw -736491.263337 + Penalty 2849.027474 = -733642.235863
  nChanged 13
		SP:Iteration 22Q (15666.180000 sec): 3 clusters
  Score: Raw -736497.125375 + Penalty 2849.027474 = -733648.097901
  nChanged 13
		SP:Iteration 23Q (15666.200000 sec): 3 clusters
  Score: Raw -736507.189755 + Penalty 2849.027474 = -733658.162282
  nChanged 13
		SP:Iteration 24Q (15666.210000 sec): 3 clusters
  Score: Raw -736517.600900 + Penalty 2849.027474 = -733668.573427
  nChanged 7
		SP:Iteration 25Q (15666.230000 sec): 3 clusters
  Score: Raw -736522.376579 + Penalty 2849.027474 = -733673.349106
  nChanged 6
		SP:Iteration 26Q (15666.240000 sec): 3 clusters
  Score: Raw -736527.254352 + Penalty 2849.027474 = -733678.226879
  nChanged 9
		SP:Iteration 27Q (15666.260000 sec): 3 clusters
  Score: Raw -736532.051352 + Penalty 2849.027474 = -733683.023879
  nChanged 6
		SP:Iteration 28Q (15666.280000 sec): 3 clusters
  Score: Raw -736535.167480 + Penalty 2849.027474 = -733686.140007
  nChanged 1
		SP:Iteration 29Q (15666.290000 sec): 3 clusters
  Score: Raw -736535.563682 + Penalty 2849.027474 = -733686.536208
  nChanged 1
		SP:Iteration 30Q (15666.300000 sec): 3 clusters
  Score: Raw -736536.452275 + Penalty 2849.027474 = -733687.424801
  nChanged 2
		SP:Iteration 31Q (15666.320000 sec): 3 clusters
  Score: Raw -736537.145402 + Penalty 2849.027474 = -733688.117928
  nChanged 1
		SP:Iteration 32Q (15666.340000 sec): 3 clusters
  Score: Raw -736538.068796 + Penalty 2849.027474 = -733689.041322
  nChanged 1
		SP:Iteration 33Q (15666.350000 sec): 3 clusters
  Score: Raw -736538.503103 + Penalty 2849.027474 = -733689.475629
  nChanged 1
		SP:Iteration 34Q (15666.360000 sec): 3 clusters
  Score: Raw -736539.056197 + Penalty 2849.027474 = -733690.028724
  nChanged 3
		SP:Iteration 35Q (15666.380000 sec): 3 clusters
  Score: Raw -736539.913773 + Penalty 2849.027474 = -733690.886300
  nChanged 0
		SP:Iteration 36F (15666.400000 sec): 3 clusters
  Score: Raw -736539.913773 + Penalty 2849.027474 = -733690.886300
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15666.400000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15666.400000 sec): 3 clusters
  Score: Raw -61110.622986 + Penalty 2039.909134 = -59070.713852
  nChanged 132
		SP:Iteration 1F (15666.400000 sec): 3 clusters
  Score: Raw -61282.910585 + Penalty 2039.909134 = -59243.001451
  nChanged 38
		SP:Iteration 2F (15666.410000 sec): 3 clusters
  Score: Raw -61350.616333 + Penalty 2039.909134 = -59310.707199
  nChanged 14
		SP:Iteration 3Q (15666.410000 sec): 3 clusters
  Score: Raw -61369.971759 + Penalty 2039.909134 = -59330.062625
  nChanged 5
		SP:Iteration 4Q (15666.410000 sec): 3 clusters
  Score: Raw -61375.859270 + Penalty 2039.909134 = -59335.950136
  nChanged 2
		SP:Iteration 5Q (15666.410000 sec): 3 clusters
  Score: Raw -61377.486638 + Penalty 2039.909134 = -59337.577504
  nChanged 2
		SP:Iteration 6Q (15666.410000 sec): 3 clusters
  Score: Raw -61378.641443 + Penalty 2039.909134 = -59338.732309
  nChanged 0
		SP:Iteration 7F (15666.410000 sec): 3 clusters
  Score: Raw -61378.641443 + Penalty 2039.909134 = -59338.732309
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15666.430000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15666.440000 sec): 3 clusters
  Score: Raw -543420.342719 + Penalty 2753.531628 = -540666.811091
  nChanged 1863
		SP:Iteration 1F (15666.450000 sec): 3 clusters
  Score: Raw -544454.107120 + Penalty 2753.531628 = -541700.575492
  nChanged 358
		SP:Iteration 2F (15666.460000 sec): 3 clusters
  Score: Raw -544663.948068 + Penalty 2753.531628 = -541910.416440
  nChanged 295
		SP:Iteration 3F (15666.480000 sec): 3 clusters
  Score: Raw -544862.664466 + Penalty 2753.531628 = -542109.132838
  nChanged 257
		SP:Iteration 4F (15666.490000 sec): 3 clusters
  Score: Raw -545035.641472 + Penalty 2753.531628 = -542282.109845
  nChanged 236
		SP:Iteration 5Q (15666.500000 sec): 3 clusters
  Score: Raw -545193.410599 + Penalty 2753.531628 = -542439.878971
  nChanged 227
		SP:Iteration 6Q (15666.510000 sec): 3 clusters
  Score: Raw -545360.159286 + Penalty 2753.531628 = -542606.627658
  nChanged 215
		SP:Iteration 7Q (15666.520000 sec): 3 clusters
  Score: Raw -545500.683656 + Penalty 2753.531628 = -542747.152028
  nChanged 191
		SP:Iteration 8Q (15666.540000 sec): 3 clusters
  Score: Raw -545635.065520 + Penalty 2753.531628 = -542881.533892
  nChanged 168
		SP:Iteration 9Q (15666.550000 sec): 3 clusters
  Score: Raw -545758.118240 + Penalty 2753.531628 = -543004.586612
  nChanged 137
		SP:Iteration 10Q (15666.560000 sec): 3 clusters
  Score: Raw -545873.635485 + Penalty 2753.531628 = -543120.103857
  nChanged 112
		SP:Iteration 11Q (15666.570000 sec): 3 clusters
  Score: Raw -545957.385774 + Penalty 2753.531628 = -543203.854146
  nChanged 97
		SP:Iteration 12Q (15666.580000 sec): 3 clusters
  Score: Raw -546025.834125 + Penalty 2753.531628 = -543272.302497
  nChanged 78
		SP:Iteration 13Q (15666.590000 sec): 3 clusters
  Score: Raw -546068.028574 + Penalty 2753.531628 = -543314.496946
  nChanged 71
		SP:Iteration 14Q (15666.600000 sec): 3 clusters
  Score: Raw -546101.026899 + Penalty 2753.531628 = -543347.495271
  nChanged 47
		SP:Iteration 15Q (15666.610000 sec): 3 clusters
  Score: Raw -546124.333276 + Penalty 2753.531628 = -543370.801648
  nChanged 44
		SP:Iteration 16Q (15666.620000 sec): 3 clusters
  Score: Raw -546152.236660 + Penalty 2753.531628 = -543398.705033
  nChanged 52
		SP:Iteration 17Q (15666.630000 sec): 3 clusters
  Score: Raw -546178.830712 + Penalty 2753.531628 = -543425.299084
  nChanged 33
		SP:Iteration 18Q (15666.640000 sec): 3 clusters
  Score: Raw -546193.824218 + Penalty 2753.531628 = -543440.292590
  nChanged 26
		SP:Iteration 19Q (15666.650000 sec): 3 clusters
  Score: Raw -546206.396945 + Penalty 2753.531628 = -543452.865318
  nChanged 24
		SP:Iteration 20F (15666.660000 sec): 3 clusters
  Score: Raw -546218.627195 + Penalty 2753.531628 = -543465.095567
  nChanged 16
		SP:Iteration 21Q (15666.680000 sec): 3 clusters
  Score: Raw -546223.228215 + Penalty 2753.531628 = -543469.696587
  nChanged 7
		SP:Iteration 22Q (15666.680000 sec): 3 clusters
  Score: Raw -546224.778228 + Penalty 2753.531628 = -543471.246600
  nChanged 3
		SP:Iteration 23Q (15666.700000 sec): 3 clusters
  Score: Raw -546225.606628 + Penalty 2753.531628 = -543472.075001
  nChanged 4
		SP:Iteration 24Q (15666.700000 sec): 3 clusters
  Score: Raw -546226.779170 + Penalty 2753.531628 = -543473.247543
  nChanged 2
		SP:Iteration 25Q (15666.720000 sec): 3 clusters
  Score: Raw -546227.177584 + Penalty 2753.531628 = -543473.645957
  nChanged 2
		SP:Iteration 26Q (15666.720000 sec): 3 clusters
  Score: Raw -546227.657188 + Penalty 2753.531628 = -543474.125560
  nChanged 2
		SP:Iteration 27Q (15666.740000 sec): 3 clusters
  Score: Raw -546227.974595 + Penalty 2753.531628 = -543474.442967
  nChanged 1
		SP:Iteration 28Q (15666.740000 sec): 3 clusters
  Score: Raw -546228.115747 + Penalty 2753.531628 = -543474.584119
  nChanged 1
		SP:Iteration 29Q (15666.760000 sec): 3 clusters
  Score: Raw -546228.738534 + Penalty 2753.531628 = -543475.206906
  nChanged 4
		SP:Iteration 30Q (15666.760000 sec): 3 clusters
  Score: Raw -546230.317545 + Penalty 2753.531628 = -543476.785917
  nChanged 5
		SP:Iteration 31Q (15666.770000 sec): 3 clusters
  Score: Raw -546232.322479 + Penalty 2753.531628 = -543478.790851
  nChanged 4
		SP:Iteration 32Q (15666.780000 sec): 3 clusters
  Score: Raw -546233.038794 + Penalty 2753.531628 = -543479.507166
  nChanged 0
		SP:Iteration 33F (15666.800000 sec): 3 clusters
  Score: Raw -546233.038794 + Penalty 2753.531628 = -543479.507166
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15666.800000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15666.800000 sec): 3 clusters
  Score: Raw -42412.134627 + Penalty 1938.997690 = -40473.136937
  nChanged 72
		SP:Iteration 1F (15666.800000 sec): 3 clusters
  Score: Raw -42531.222824 + Penalty 1938.997690 = -40592.225134
  nChanged 25
		SP:Iteration 2F (15666.800000 sec): 3 clusters
  Score: Raw -42581.128320 + Penalty 1938.997690 = -40642.130630
  nChanged 11
		SP:Iteration 3Q (15666.800000 sec): 3 clusters
  Score: Raw -42622.956345 + Penalty 1938.997690 = -40683.958654
  nChanged 14
		SP:Iteration 4Q (15666.810000 sec): 3 clusters
  Score: Raw -42668.670432 + Penalty 1938.997690 = -40729.672741
  nChanged 11
		SP:Iteration 5Q (15666.810000 sec): 3 clusters
  Score: Raw -42686.536535 + Penalty 1938.997690 = -40747.538845
  nChanged 4
		SP:Iteration 6Q (15666.810000 sec): 3 clusters
  Score: Raw -42692.687790 + Penalty 1938.997690 = -40753.690100
  nChanged 2
		SP:Iteration 7Q (15666.810000 sec): 3 clusters
  Score: Raw -42695.314937 + Penalty 1938.997690 = -40756.317246
  nChanged 2
		SP:Iteration 8Q (15666.810000 sec): 3 clusters
  Score: Raw -42699.341178 + Penalty 1938.997690 = -40760.343488
  nChanged 2
		SP:Iteration 9Q (15666.810000 sec): 3 clusters
  Score: Raw -42700.629116 + Penalty 1938.997690 = -40761.631425
  nChanged 0
		SP:Iteration 10F (15666.810000 sec): 3 clusters
  Score: Raw -42700.629116 + Penalty 1938.997690 = -40761.631425
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15666.820000 sec): 2 clusters
  Score: Raw -204183.311846 + Penalty 1231.282314 = -202952.029533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15666.820000 sec): 3 clusters
  Score: Raw -203343.963673 + Penalty 2462.564628 = -200881.399046
  nChanged 695
		SP:Iteration 1F (15666.830000 sec): 3 clusters
  Score: Raw -203861.598822 + Penalty 2462.564628 = -201399.034195
  nChanged 187
		SP:Iteration 2F (15666.840000 sec): 3 clusters
  Score: Raw -204068.621842 + Penalty 2462.564628 = -201606.057215
  nChanged 134
		SP:Iteration 3F (15666.840000 sec): 3 clusters
  Score: Raw -204225.248689 + Penalty 2462.564628 = -201762.684062
  nChanged 119
		SP:Iteration 4F (15666.840000 sec): 3 clusters
  Score: Raw -204363.024841 + Penalty 2462.564628 = -201900.460213
  nChanged 98
		SP:Iteration 5F (15666.850000 sec): 3 clusters
  Score: Raw -204492.390668 + Penalty 2462.564628 = -202029.826040
  nChanged 90
		SP:Iteration 6Q (15666.860000 sec): 3 clusters
  Score: Raw -204611.184446 + Penalty 2462.564628 = -202148.619818
  nChanged 81
		SP:Iteration 7Q (15666.860000 sec): 3 clusters
  Score: Raw -204697.340765 + Penalty 2462.564628 = -202234.776138
  nChanged 55
		SP:Iteration 8Q (15666.860000 sec): 3 clusters
  Score: Raw -204749.277486 + Penalty 2462.564628 = -202286.712858
  nChanged 42
		SP:Iteration 9Q (15666.870000 sec): 3 clusters
  Score: Raw -204797.926481 + Penalty 2462.564628 = -202335.361853
  nChanged 39
		SP:Iteration 10Q (15666.870000 sec): 3 clusters
  Score: Raw -204837.309548 + Penalty 2462.564628 = -202374.744920
  nChanged 30
		SP:Iteration 11Q (15666.880000 sec): 3 clusters
  Score: Raw -204874.970515 + Penalty 2462.564628 = -202412.405887
  nChanged 36
		SP:Iteration 12Q (15666.880000 sec): 3 clusters
  Score: Raw -204922.260779 + Penalty 2462.564628 = -202459.696151
  nChanged 29
		SP:Iteration 13Q (15666.880000 sec): 3 clusters
  Score: Raw -204946.918371 + Penalty 2462.564628 = -202484.353743
  nChanged 18
		SP:Iteration 14Q (15666.890000 sec): 3 clusters
  Score: Raw -204959.186590 + Penalty 2462.564628 = -202496.621962
  nChanged 6
		SP:Iteration 15Q (15666.890000 sec): 3 clusters
  Score: Raw -204964.222508 + Penalty 2462.564628 = -202501.657881
  nChanged 10
		SP:Iteration 16Q (15666.900000 sec): 3 clusters
  Score: Raw -204970.835666 + Penalty 2462.564628 = -202508.271038
  nChanged 10
		SP:Iteration 17Q (15666.900000 sec): 3 clusters
  Score: Raw -204976.125860 + Penalty 2462.564628 = -202513.561232
  nChanged 7
		SP:Iteration 18Q (15666.910000 sec): 3 clusters
  Score: Raw -204979.366483 + Penalty 2462.564628 = -202516.801856
  nChanged 3
		SP:Iteration 19Q (15666.910000 sec): 3 clusters
  Score: Raw -204981.661579 + Penalty 2462.564628 = -202519.096951
  nChanged 4
		SP:Iteration 20F (15666.920000 sec): 3 clusters
  Score: Raw -204984.002978 + Penalty 2462.564628 = -202521.438351
  nChanged 5
		SP:Iteration 21Q (15666.920000 sec): 3 clusters
  Score: Raw -204986.681098 + Penalty 2462.564628 = -202524.116470
  nChanged 9
		SP:Iteration 22Q (15666.920000 sec): 3 clusters
  Score: Raw -204992.562540 + Penalty 2462.564628 = -202529.997913
  nChanged 8
		SP:Iteration 23Q (15666.930000 sec): 3 clusters
  Score: Raw -204995.480732 + Penalty 2462.564628 = -202532.916105
  nChanged 2
		SP:Iteration 24Q (15666.930000 sec): 3 clusters
  Score: Raw -204996.062745 + Penalty 2462.564628 = -202533.498117
  nChanged 1
		SP:Iteration 25Q (15666.940000 sec): 3 clusters
  Score: Raw -204996.231937 + Penalty 2462.564628 = -202533.667310
  nChanged 1
		SP:Iteration 26Q (15666.940000 sec): 3 clusters
  Score: Raw -204996.841204 + Penalty 2462.564628 = -202534.276577
  nChanged 2
		SP:Iteration 27Q (15666.940000 sec): 3 clusters
  Score: Raw -204998.025060 + Penalty 2462.564628 = -202535.460433
  nChanged 4
		SP:Iteration 28Q (15666.950000 sec): 3 clusters
  Score: Raw -205000.911147 + Penalty 2462.564628 = -202538.346520
  nChanged 7
		SP:Iteration 29Q (15666.950000 sec): 3 clusters
  Score: Raw -205004.322809 + Penalty 2462.564628 = -202541.758182
  nChanged 3
		SP:Iteration 30Q (15666.960000 sec): 3 clusters
  Score: Raw -205006.653415 + Penalty 2462.564628 = -202544.088788
  nChanged 5
		SP:Iteration 31Q (15666.960000 sec): 3 clusters
  Score: Raw -205009.151442 + Penalty 2462.564628 = -202546.586815
  nChanged 1
		SP:Iteration 32Q (15666.970000 sec): 3 clusters
  Score: Raw -205009.772034 + Penalty 2462.564628 = -202547.207406
  nChanged 2
		SP:Iteration 33Q (15666.970000 sec): 3 clusters
  Score: Raw -205011.141789 + Penalty 2462.564628 = -202548.577162
  nChanged 2
		SP:Iteration 34Q (15666.980000 sec): 3 clusters
  Score: Raw -205012.922317 + Penalty 2462.564628 = -202550.357689
  nChanged 1
		SP:Iteration 35Q (15666.980000 sec): 3 clusters
  Score: Raw -205014.106283 + Penalty 2462.564628 = -202551.541656
  nChanged 1
		SP:Iteration 36Q (15666.980000 sec): 3 clusters
  Score: Raw -205014.849628 + Penalty 2462.564628 = -202552.285000
  nChanged 2
		SP:Iteration 37Q (15666.990000 sec): 3 clusters
  Score: Raw -205015.869860 + Penalty 2462.564628 = -202553.305232
  nChanged 2
		SP:Iteration 38Q (15666.990000 sec): 3 clusters
  Score: Raw -205016.356448 + Penalty 2462.564628 = -202553.791820
  nChanged 1
		SP:Iteration 39Q (15667.000000 sec): 3 clusters
  Score: Raw -205017.300611 + Penalty 2462.564628 = -202554.735984
  nChanged 0
		SP:Iteration 40F (15667.000000 sec): 3 clusters
  Score: Raw -205017.300611 + Penalty 2462.564628 = -202554.735984
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15667.010000 sec): 2 clusters
  Score: Raw -318863.849937 + Penalty 1303.454129 = -317560.395808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15667.020000 sec): 3 clusters
  Score: Raw -317476.877013 + Penalty 2606.908259 = -314869.968755
  nChanged 1137
		SP:Iteration 1F (15667.030000 sec): 3 clusters
  Score: Raw -318351.879083 + Penalty 2606.908259 = -315744.970825
  nChanged 272
		SP:Iteration 2F (15667.040000 sec): 3 clusters
  Score: Raw -318678.700339 + Penalty 2606.908259 = -316071.792081
  nChanged 242
		SP:Iteration 3F (15667.040000 sec): 3 clusters
  Score: Raw -318974.843953 + Penalty 2606.908259 = -316367.935694
  nChanged 214
		SP:Iteration 4F (15667.050000 sec): 3 clusters
  Score: Raw -319196.977594 + Penalty 2606.908259 = -316590.069336
  nChanged 164
		SP:Iteration 5F (15667.060000 sec): 3 clusters
  Score: Raw -319354.385493 + Penalty 2606.908259 = -316747.477235
  nChanged 137
		SP:Iteration 6Q (15667.060000 sec): 3 clusters
  Score: Raw -319473.111288 + Penalty 2606.908259 = -316866.203030
  nChanged 103
		SP:Iteration 7Q (15667.070000 sec): 3 clusters
  Score: Raw -319560.352656 + Penalty 2606.908259 = -316953.444398
  nChanged 90
		SP:Iteration 8Q (15667.080000 sec): 3 clusters
  Score: Raw -319627.186160 + Penalty 2606.908259 = -317020.277901
  nChanged 65
		SP:Iteration 9Q (15667.080000 sec): 3 clusters
  Score: Raw -319678.695886 + Penalty 2606.908259 = -317071.787628
  nChanged 53
		SP:Iteration 10Q (15667.090000 sec): 3 clusters
  Score: Raw -319709.580633 + Penalty 2606.908259 = -317102.672374
  nChanged 42
		SP:Iteration 11Q (15667.100000 sec): 3 clusters
  Score: Raw -319729.864398 + Penalty 2606.908259 = -317122.956140
  nChanged 25
		SP:Iteration 12Q (15667.110000 sec): 3 clusters
  Score: Raw -319740.089397 + Penalty 2606.908259 = -317133.181139
  nChanged 26
		SP:Iteration 13Q (15667.110000 sec): 3 clusters
  Score: Raw -319754.818071 + Penalty 2606.908259 = -317147.909813
  nChanged 24
		SP:Iteration 14Q (15667.120000 sec): 3 clusters
  Score: Raw -319767.438065 + Penalty 2606.908259 = -317160.529806
  nChanged 17
		SP:Iteration 15Q (15667.130000 sec): 3 clusters
  Score: Raw -319777.372055 + Penalty 2606.908259 = -317170.463796
  nChanged 21
		SP:Iteration 16Q (15667.140000 sec): 3 clusters
  Score: Raw -319787.538818 + Penalty 2606.908259 = -317180.630560
  nChanged 17
		SP:Iteration 17Q (15667.140000 sec): 3 clusters
  Score: Raw -319795.540757 + Penalty 2606.908259 = -317188.632499
  nChanged 10
		SP:Iteration 18Q (15667.150000 sec): 3 clusters
  Score: Raw -319800.645797 + Penalty 2606.908259 = -317193.737538
  nChanged 10
		SP:Iteration 19Q (15667.160000 sec): 3 clusters
  Score: Raw -319805.885104 + Penalty 2606.908259 = -317198.976846
  nChanged 6
		SP:Iteration 20F (15667.160000 sec): 3 clusters
  Score: Raw -319808.152615 + Penalty 2606.908259 = -317201.244357
  nChanged 6
		SP:Iteration 21Q (15667.170000 sec): 3 clusters
  Score: Raw -319810.306156 + Penalty 2606.908259 = -317203.397897
  nChanged 3
		SP:Iteration 22Q (15667.180000 sec): 3 clusters
  Score: Raw -319811.543822 + Penalty 2606.908259 = -317204.635563
  nChanged 0
		SP:Iteration 23F (15667.180000 sec): 3 clusters
  Score: Raw -319811.543822 + Penalty 2606.908259 = -317204.635563
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15667.190000 sec): 2 clusters
  Score: Raw -147946.405964 + Penalty 1183.783398 = -146762.622566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15667.200000 sec): 3 clusters
  Score: Raw -147412.026618 + Penalty 2367.566797 = -145044.459821
  nChanged 483
		SP:Iteration 1F (15667.200000 sec): 3 clusters
  Score: Raw -147810.837679 + Penalty 2367.566797 = -145443.270882
  nChanged 135
		SP:Iteration 2F (15667.200000 sec): 3 clusters
  Score: Raw -147963.883745 + Penalty 2367.566797 = -145596.316948
  nChanged 91
		SP:Iteration 3F (15667.200000 sec): 3 clusters
  Score: Raw -148090.494841 + Penalty 2367.566797 = -145722.928044
  nChanged 79
		SP:Iteration 4F (15667.210000 sec): 3 clusters
  Score: Raw -148208.333850 + Penalty 2367.566797 = -145840.767053
  nChanged 76
		SP:Iteration 5F (15667.210000 sec): 3 clusters
  Score: Raw -148312.362166 + Penalty 2367.566797 = -145944.795369
  nChanged 64
		SP:Iteration 6Q (15667.220000 sec): 3 clusters
  Score: Raw -148402.569755 + Penalty 2367.566797 = -146035.002959
  nChanged 40
		SP:Iteration 7Q (15667.220000 sec): 3 clusters
  Score: Raw -148447.388602 + Penalty 2367.566797 = -146079.821805
  nChanged 29
		SP:Iteration 8Q (15667.220000 sec): 3 clusters
  Score: Raw -148486.921081 + Penalty 2367.566797 = -146119.354285
  nChanged 34
		SP:Iteration 9Q (15667.230000 sec): 3 clusters
  Score: Raw -148528.732238 + Penalty 2367.566797 = -146161.165441
  nChanged 22
		SP:Iteration 10Q (15667.230000 sec): 3 clusters
  Score: Raw -148554.066079 + Penalty 2367.566797 = -146186.499282
  nChanged 15
		SP:Iteration 11Q (15667.230000 sec): 3 clusters
  Score: Raw -148571.858904 + Penalty 2367.566797 = -146204.292107
  nChanged 14
		SP:Iteration 12Q (15667.240000 sec): 3 clusters
  Score: Raw -148589.102737 + Penalty 2367.566797 = -146221.535940
  nChanged 12
		SP:Iteration 13Q (15667.240000 sec): 3 clusters
  Score: Raw -148601.545339 + Penalty 2367.566797 = -146233.978542
  nChanged 12
		SP:Iteration 14Q (15667.240000 sec): 3 clusters
  Score: Raw -148609.281834 + Penalty 2367.566797 = -146241.715038
  nChanged 7
		SP:Iteration 15Q (15667.240000 sec): 3 clusters
  Score: Raw -148614.098178 + Penalty 2367.566797 = -146246.531382
  nChanged 4
		SP:Iteration 16Q (15667.250000 sec): 3 clusters
  Score: Raw -148617.199389 + Penalty 2367.566797 = -146249.632592
  nChanged 5
		SP:Iteration 17Q (15667.250000 sec): 3 clusters
  Score: Raw -148619.315381 + Penalty 2367.566797 = -146251.748584
  nChanged 3
		SP:Iteration 18Q (15667.260000 sec): 3 clusters
  Score: Raw -148621.172928 + Penalty 2367.566797 = -146253.606132
  nChanged 2
		SP:Iteration 19Q (15667.260000 sec): 3 clusters
  Score: Raw -148621.959166 + Penalty 2367.566797 = -146254.392369
  nChanged 0
		SP:Iteration 20F (15667.260000 sec): 3 clusters
  Score: Raw -148621.959166 + Penalty 2367.566797 = -146254.392369
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15667.450000 sec): 2 clusters
  Score: Raw -7067812.496565 + Penalty 1786.713361 = -7066025.783204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15667.610000 sec): 3 clusters
  Score: Raw -7029688.521973 + Penalty 3573.426722 = -7026115.095251
  nChanged 28123
		SP:Iteration 1F (15667.760000 sec): 3 clusters
  Score: Raw -7046020.580941 + Penalty 3573.426722 = -7042447.154220
  nChanged 2199
		SP:Iteration 2Q (15667.930000 sec): 3 clusters
  Score: Raw -7046632.776468 + Penalty 3573.426722 = -7043059.349747
  nChanged 2281
		SP:Iteration 3Q (15668.090000 sec): 3 clusters
  Score: Raw -7047404.344422 + Penalty 3573.426722 = -7043830.917701
  nChanged 2597
		SP:Iteration 4Q (15668.250000 sec): 3 clusters
  Score: Raw -7048572.886334 + Penalty 3573.426722 = -7044999.459612
  nChanged 3324
		SP:Iteration 5F (15668.410000 sec): 3 clusters
  Score: Raw -7050474.632515 + Penalty 3573.426722 = -7046901.205794
  nChanged 4143
		SP:Iteration 6F (15668.570000 sec): 3 clusters
  Score: Raw -7053468.197316 + Penalty 3573.426722 = -7049894.770595
  nChanged 4886
		SP:Iteration 7F (15668.730000 sec): 3 clusters
  Score: Raw -7057718.129771 + Penalty 3573.426722 = -7054144.703050
  nChanged 4595
		SP:Iteration 8F (15668.880000 sec): 3 clusters
  Score: Raw -7062099.030642 + Penalty 3573.426722 = -7058525.603920
  nChanged 3357
		SP:Iteration 9F (15669.040000 sec): 3 clusters
  Score: Raw -7065392.073675 + Penalty 3573.426722 = -7061818.646954
  nChanged 1760
		SP:Iteration 10Q (15669.180000 sec): 3 clusters
  Score: Raw -7067044.439120 + Penalty 3573.426722 = -7063471.012399
  nChanged 628
		SP:Iteration 11Q (15669.300000 sec): 3 clusters
  Score: Raw -7067624.173081 + Penalty 3573.426722 = -7064050.746359
  nChanged 203
		SP:Iteration 12Q (15669.410000 sec): 3 clusters
  Score: Raw -7067836.648837 + Penalty 3573.426722 = -7064263.222116
  nChanged 77
		SP:Iteration 13Q (15669.520000 sec): 3 clusters
  Score: Raw -7067939.300761 + Penalty 3573.426722 = -7064365.874040
  nChanged 34
		SP:Iteration 14Q (15669.630000 sec): 3 clusters
  Score: Raw -7067979.146439 + Penalty 3573.426722 = -7064405.719717
  nChanged 14
		SP:Iteration 15Q (15669.740000 sec): 3 clusters
  Score: Raw -7067995.416593 + Penalty 3573.426722 = -7064421.989872
  nChanged 12
		SP:Iteration 16Q (15669.850000 sec): 3 clusters
  Score: Raw -7068010.144918 + Penalty 3573.426722 = -7064436.718196
  nChanged 5
		SP:Iteration 17Q (15669.960000 sec): 3 clusters
  Score: Raw -7068016.223269 + Penalty 3573.426722 = -7064442.796548
  nChanged 3
		SP:Iteration 18Q (15670.060000 sec): 3 clusters
  Score: Raw -7068024.170701 + Penalty 3573.426722 = -7064450.743979
  nChanged 4
		SP:Iteration 19Q (15670.170000 sec): 3 clusters
  Score: Raw -7068033.047879 + Penalty 3573.426722 = -7064459.621157
  nChanged 2
		SP:Iteration 20F (15670.330000 sec): 3 clusters
  Score: Raw -7068034.729592 + Penalty 3573.426722 = -7064461.302870
  nChanged 1
		SP:Iteration 21Q (15670.430000 sec): 3 clusters
  Score: Raw -7068035.340513 + Penalty 3573.426722 = -7064461.913792
  nChanged 1
		SP:Iteration 22Q (15670.540000 sec): 3 clusters
  Score: Raw -7068035.919231 + Penalty 3573.426722 = -7064462.492509
  nChanged 0
		SP:Iteration 23F (15670.700000 sec): 3 clusters
  Score: Raw -7068035.919231 + Penalty 3573.426722 = -7064462.492509
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15670.730000 sec): 2 clusters
  Score: Raw -337785.528355 + Penalty 1296.642570 = -336488.885784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15670.740000 sec): 3 clusters
  Score: Raw -336386.939088 + Penalty 2593.285141 = -333793.653947
  nChanged 1115
		SP:Iteration 1F (15670.750000 sec): 3 clusters
  Score: Raw -336968.521108 + Penalty 2593.285141 = -334375.235967
  nChanged 205
		SP:Iteration 2F (15670.750000 sec): 3 clusters
  Score: Raw -337075.885551 + Penalty 2593.285141 = -334482.600410
  nChanged 136
		SP:Iteration 3Q (15670.760000 sec): 3 clusters
  Score: Raw -337144.623135 + Penalty 2593.285141 = -334551.337994
  nChanged 93
		SP:Iteration 4Q (15670.770000 sec): 3 clusters
  Score: Raw -337192.435270 + Penalty 2593.285141 = -334599.150129
  nChanged 81
		SP:Iteration 5Q (15670.780000 sec): 3 clusters
  Score: Raw -337232.868208 + Penalty 2593.285141 = -334639.583067
  nChanged 69
		SP:Iteration 6Q (15670.780000 sec): 3 clusters
  Score: Raw -337266.573178 + Penalty 2593.285141 = -334673.288037
  nChanged 67
		SP:Iteration 7Q (15670.790000 sec): 3 clusters
  Score: Raw -337295.428123 + Penalty 2593.285141 = -334702.142982
  nChanged 57
		SP:Iteration 8Q (15670.800000 sec): 3 clusters
  Score: Raw -337322.050360 + Penalty 2593.285141 = -334728.765219
  nChanged 52
		SP:Iteration 9Q (15670.800000 sec): 3 clusters
  Score: Raw -337349.087208 + Penalty 2593.285141 = -334755.802067
  nChanged 49
		SP:Iteration 10Q (15670.810000 sec): 3 clusters
  Score: Raw -337368.715197 + Penalty 2593.285141 = -334775.430056
  nChanged 53
		SP:Iteration 11Q (15670.820000 sec): 3 clusters
  Score: Raw -337391.170533 + Penalty 2593.285141 = -334797.885393
  nChanged 52
		SP:Iteration 12Q (15670.830000 sec): 3 clusters
  Score: Raw -337413.613223 + Penalty 2593.285141 = -334820.328082
  nChanged 44
		SP:Iteration 13Q (15670.830000 sec): 3 clusters
  Score: Raw -337431.165580 + Penalty 2593.285141 = -334837.880439
  nChanged 34
		SP:Iteration 14Q (15670.840000 sec): 3 clusters
  Score: Raw -337446.231536 + Penalty 2593.285141 = -334852.946395
  nChanged 34
		SP:Iteration 15Q (15670.850000 sec): 3 clusters
  Score: Raw -337459.919460 + Penalty 2593.285141 = -334866.634319
  nChanged 31
		SP:Iteration 16Q (15670.860000 sec): 3 clusters
  Score: Raw -337475.290891 + Penalty 2593.285141 = -334882.005750
  nChanged 38
		SP:Iteration 17Q (15670.860000 sec): 3 clusters
  Score: Raw -337497.606876 + Penalty 2593.285141 = -334904.321735
  nChanged 45
		SP:Iteration 18Q (15670.870000 sec): 3 clusters
  Score: Raw -337520.768260 + Penalty 2593.285141 = -334927.483119
  nChanged 41
		SP:Iteration 19Q (15670.880000 sec): 3 clusters
  Score: Raw -337542.577071 + Penalty 2593.285141 = -334949.291931
  nChanged 38
		SP:Iteration 20F (15670.880000 sec): 3 clusters
  Score: Raw -337559.179419 + Penalty 2593.285141 = -334965.894278
  nChanged 32
		SP:Iteration 21Q (15670.890000 sec): 3 clusters
  Score: Raw -337575.518309 + Penalty 2593.285141 = -334982.233168
  nChanged 39
		SP:Iteration 22Q (15670.900000 sec): 3 clusters
  Score: Raw -337596.440907 + Penalty 2593.285141 = -335003.155766
  nChanged 35
		SP:Iteration 23Q (15670.900000 sec): 3 clusters
  Score: Raw -337616.230002 + Penalty 2593.285141 = -335022.944861
  nChanged 36
		SP:Iteration 24Q (15670.910000 sec): 3 clusters
  Score: Raw -337635.643197 + Penalty 2593.285141 = -335042.358056
  nChanged 39
		SP:Iteration 25Q (15670.920000 sec): 3 clusters
  Score: Raw -337661.004119 + Penalty 2593.285141 = -335067.718978
  nChanged 44
		SP:Iteration 26Q (15670.930000 sec): 3 clusters
  Score: Raw -337687.506550 + Penalty 2593.285141 = -335094.221409
  nChanged 38
		SP:Iteration 27Q (15670.930000 sec): 3 clusters
  Score: Raw -337708.815041 + Penalty 2593.285141 = -335115.529900
  nChanged 27
		SP:Iteration 28Q (15670.940000 sec): 3 clusters
  Score: Raw -337725.770026 + Penalty 2593.285141 = -335132.484885
  nChanged 30
		SP:Iteration 29Q (15670.950000 sec): 3 clusters
  Score: Raw -337744.383532 + Penalty 2593.285141 = -335151.098391
  nChanged 40
		SP:Iteration 30Q (15670.960000 sec): 3 clusters
  Score: Raw -337770.198507 + Penalty 2593.285141 = -335176.913366
  nChanged 33
		SP:Iteration 31Q (15670.960000 sec): 3 clusters
  Score: Raw -337792.560840 + Penalty 2593.285141 = -335199.275699
  nChanged 31
		SP:Iteration 32Q (15670.970000 sec): 3 clusters
  Score: Raw -337810.989929 + Penalty 2593.285141 = -335217.704788
  nChanged 22
		SP:Iteration 33Q (15670.980000 sec): 3 clusters
  Score: Raw -337824.496176 + Penalty 2593.285141 = -335231.211036
  nChanged 16
		SP:Iteration 34Q (15670.980000 sec): 3 clusters
  Score: Raw -337831.534512 + Penalty 2593.285141 = -335238.249371
  nChanged 14
		SP:Iteration 35Q (15670.990000 sec): 3 clusters
  Score: Raw -337840.843274 + Penalty 2593.285141 = -335247.558133
  nChanged 11
		SP:Iteration 36Q (15671.000000 sec): 3 clusters
  Score: Raw -337845.810750 + Penalty 2593.285141 = -335252.525609
  nChanged 6
		SP:Iteration 37Q (15671.000000 sec): 3 clusters
  Score: Raw -337850.148090 + Penalty 2593.285141 = -335256.862949
  nChanged 9
		SP:Iteration 38Q (15671.010000 sec): 3 clusters
  Score: Raw -337856.559670 + Penalty 2593.285141 = -335263.274529
  nChanged 7
		SP:Iteration 39Q (15671.020000 sec): 3 clusters
  Score: Raw -337860.387505 + Penalty 2593.285141 = -335267.102364
  nChanged 4
		SP:Iteration 40F (15671.020000 sec): 3 clusters
  Score: Raw -337862.122304 + Penalty 2593.285141 = -335268.837163
  nChanged 3
		SP:Iteration 41Q (15671.030000 sec): 3 clusters
  Score: Raw -337863.493155 + Penalty 2593.285141 = -335270.208014
  nChanged 3
		SP:Iteration 42Q (15671.040000 sec): 3 clusters
  Score: Raw -337864.784177 + Penalty 2593.285141 = -335271.499036
  nChanged 6
		SP:Iteration 43Q (15671.040000 sec): 3 clusters
  Score: Raw -337866.696016 + Penalty 2593.285141 = -335273.410875
  nChanged 7
		SP:Iteration 44Q (15671.050000 sec): 3 clusters
  Score: Raw -337868.974377 + Penalty 2593.285141 = -335275.689236
  nChanged 6
		SP:Iteration 45Q (15671.060000 sec): 3 clusters
  Score: Raw -337871.863558 + Penalty 2593.285141 = -335278.578417
  nChanged 10
		SP:Iteration 46Q (15671.060000 sec): 3 clusters
  Score: Raw -337882.425241 + Penalty 2593.285141 = -335289.140100
  nChanged 14
		SP:Iteration 47Q (15671.070000 sec): 3 clusters
  Score: Raw -337890.645220 + Penalty 2593.285141 = -335297.360079
  nChanged 12
		SP:Iteration 48Q (15671.080000 sec): 3 clusters
  Score: Raw -337897.235616 + Penalty 2593.285141 = -335303.950475
  nChanged 7
		SP:Iteration 49Q (15671.080000 sec): 3 clusters
  Score: Raw -337902.275876 + Penalty 2593.285141 = -335308.990735
  nChanged 6
		SP:Iteration 50Q (15671.090000 sec): 3 clusters
  Score: Raw -337907.245196 + Penalty 2593.285141 = -335313.960055
  nChanged 6
		SP:Iteration 51Q (15671.100000 sec): 3 clusters
  Score: Raw -337912.642436 + Penalty 2593.285141 = -335319.357295
  nChanged 8
		SP:Iteration 52Q (15671.100000 sec): 3 clusters
  Score: Raw -337919.491950 + Penalty 2593.285141 = -335326.206809
  nChanged 10
		SP:Iteration 53Q (15671.110000 sec): 3 clusters
  Score: Raw -337926.712012 + Penalty 2593.285141 = -335333.426871
  nChanged 4
		SP:Iteration 54Q (15671.120000 sec): 3 clusters
  Score: Raw -337929.626029 + Penalty 2593.285141 = -335336.340888
  nChanged 2
		SP:Iteration 55Q (15671.120000 sec): 3 clusters
  Score: Raw -337930.702306 + Penalty 2593.285141 = -335337.417165
  nChanged 2
		SP:Iteration 56Q (15671.130000 sec): 3 clusters
  Score: Raw -337931.660716 + Penalty 2593.285141 = -335338.375575
  nChanged 1
		SP:Iteration 57Q (15671.140000 sec): 3 clusters
  Score: Raw -337931.985107 + Penalty 2593.285141 = -335338.699966
  nChanged 1
		SP:Iteration 58Q (15671.140000 sec): 3 clusters
  Score: Raw -337932.652463 + Penalty 2593.285141 = -335339.367322
  nChanged 1
		SP:Iteration 59Q (15671.150000 sec): 3 clusters
  Score: Raw -337932.919087 + Penalty 2593.285141 = -335339.633946
  nChanged 0
		SP:Iteration 60F (15671.160000 sec): 3 clusters
  Score: Raw -337932.919087 + Penalty 2593.285141 = -335339.633946
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15671.200000 sec): 2 clusters
  Score: Raw -1382060.579806 + Penalty 1535.020773 = -1380525.559032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15671.230000 sec): 3 clusters
  Score: Raw -1374708.938925 + Penalty 3070.041546 = -1371638.897378
  nChanged 5556
		SP:Iteration 1F (15671.260000 sec): 3 clusters
  Score: Raw -1377935.663035 + Penalty 3070.041546 = -1374865.621489
  nChanged 859
		SP:Iteration 2F (15671.300000 sec): 3 clusters
  Score: Raw -1378385.578633 + Penalty 3070.041546 = -1375315.537087
  nChanged 752
		SP:Iteration 3F (15671.330000 sec): 3 clusters
  Score: Raw -1378784.476312 + Penalty 3070.041546 = -1375714.434766
  nChanged 683
		SP:Iteration 4F (15671.360000 sec): 3 clusters
  Score: Raw -1379154.455235 + Penalty 3070.041546 = -1376084.413688
  nChanged 645
		SP:Iteration 5F (15671.390000 sec): 3 clusters
  Score: Raw -1379475.370619 + Penalty 3070.041546 = -1376405.329073
  nChanged 555
		SP:Iteration 6Q (15671.420000 sec): 3 clusters
  Score: Raw -1379740.039814 + Penalty 3070.041546 = -1376669.998268
  nChanged 484
		SP:Iteration 7Q (15671.460000 sec): 3 clusters
  Score: Raw -1379958.184407 + Penalty 3070.041546 = -1376888.142860
  nChanged 467
		SP:Iteration 8Q (15671.490000 sec): 3 clusters
  Score: Raw -1380159.296875 + Penalty 3070.041546 = -1377089.255328
  nChanged 399
		SP:Iteration 9Q (15671.520000 sec): 3 clusters
  Score: Raw -1380322.327748 + Penalty 3070.041546 = -1377252.286202
  nChanged 332
		SP:Iteration 10Q (15671.550000 sec): 3 clusters
  Score: Raw -1380441.405538 + Penalty 3070.041546 = -1377371.363992
  nChanged 290
		SP:Iteration 11Q (15671.580000 sec): 3 clusters
  Score: Raw -1380538.880840 + Penalty 3070.041546 = -1377468.839294
  nChanged 250
		SP:Iteration 12Q (15671.610000 sec): 3 clusters
  Score: Raw -1380609.998946 + Penalty 3070.041546 = -1377539.957400
  nChanged 208
		SP:Iteration 13Q (15671.640000 sec): 3 clusters
  Score: Raw -1380682.901027 + Penalty 3070.041546 = -1377612.859480
  nChanged 196
		SP:Iteration 14Q (15671.680000 sec): 3 clusters
  Score: Raw -1380748.535832 + Penalty 3070.041546 = -1377678.494285
  nChanged 193
		SP:Iteration 15Q (15671.710000 sec): 3 clusters
  Score: Raw -1380805.782768 + Penalty 3070.041546 = -1377735.741221
  nChanged 173
		SP:Iteration 16Q (15671.740000 sec): 3 clusters
  Score: Raw -1380864.005340 + Penalty 3070.041546 = -1377793.963794
  nChanged 173
		SP:Iteration 17Q (15671.770000 sec): 3 clusters
  Score: Raw -1380922.081500 + Penalty 3070.041546 = -1377852.039953
  nChanged 156
		SP:Iteration 18Q (15671.800000 sec): 3 clusters
  Score: Raw -1380958.710524 + Penalty 3070.041546 = -1377888.668978
  nChanged 112
		SP:Iteration 19Q (15671.830000 sec): 3 clusters
  Score: Raw -1380985.733694 + Penalty 3070.041546 = -1377915.692147
  nChanged 103
		SP:Iteration 20F (15671.860000 sec): 3 clusters
  Score: Raw -1381008.510162 + Penalty 3070.041546 = -1377938.468615
  nChanged 90
		SP:Iteration 21Q (15671.900000 sec): 3 clusters
  Score: Raw -1381027.916303 + Penalty 3070.041546 = -1377957.874757
  nChanged 92
		SP:Iteration 22Q (15671.930000 sec): 3 clusters
  Score: Raw -1381051.282513 + Penalty 3070.041546 = -1377981.240967
  nChanged 102
		SP:Iteration 23Q (15671.960000 sec): 3 clusters
  Score: Raw -1381077.594526 + Penalty 3070.041546 = -1378007.552980
  nChanged 95
		SP:Iteration 24Q (15671.990000 sec): 3 clusters
  Score: Raw -1381099.783172 + Penalty 3070.041546 = -1378029.741625
  nChanged 70
		SP:Iteration 25Q (15672.020000 sec): 3 clusters
  Score: Raw -1381115.325441 + Penalty 3070.041546 = -1378045.283894
  nChanged 64
		SP:Iteration 26Q (15672.050000 sec): 3 clusters
  Score: Raw -1381130.921143 + Penalty 3070.041546 = -1378060.879596
  nChanged 65
		SP:Iteration 27Q (15672.080000 sec): 3 clusters
  Score: Raw -1381145.125524 + Penalty 3070.041546 = -1378075.083978
  nChanged 64
		SP:Iteration 28Q (15672.110000 sec): 3 clusters
  Score: Raw -1381157.303182 + Penalty 3070.041546 = -1378087.261636
  nChanged 54
		SP:Iteration 29Q (15672.140000 sec): 3 clusters
  Score: Raw -1381167.674184 + Penalty 3070.041546 = -1378097.632638
  nChanged 68
		SP:Iteration 30Q (15672.170000 sec): 3 clusters
  Score: Raw -1381183.688661 + Penalty 3070.041546 = -1378113.647114
  nChanged 72
		SP:Iteration 31Q (15672.200000 sec): 3 clusters
  Score: Raw -1381198.751489 + Penalty 3070.041546 = -1378128.709943
  nChanged 89
		SP:Iteration 32Q (15672.230000 sec): 3 clusters
  Score: Raw -1381218.320551 + Penalty 3070.041546 = -1378148.279005
  nChanged 70
		SP:Iteration 33Q (15672.260000 sec): 3 clusters
  Score: Raw -1381231.424120 + Penalty 3070.041546 = -1378161.382573
  nChanged 70
		SP:Iteration 34Q (15672.290000 sec): 3 clusters
  Score: Raw -1381244.509176 + Penalty 3070.041546 = -1378174.467630
  nChanged 68
		SP:Iteration 35Q (15672.320000 sec): 3 clusters
  Score: Raw -1381256.814336 + Penalty 3070.041546 = -1378186.772789
  nChanged 77
		SP:Iteration 36Q (15672.350000 sec): 3 clusters
  Score: Raw -1381271.670957 + Penalty 3070.041546 = -1378201.629410
  nChanged 80
		SP:Iteration 37Q (15672.380000 sec): 3 clusters
  Score: Raw -1381290.025833 + Penalty 3070.041546 = -1378219.984287
  nChanged 76
		SP:Iteration 38Q (15672.410000 sec): 3 clusters
  Score: Raw -1381306.856719 + Penalty 3070.041546 = -1378236.815173
  nChanged 77
		SP:Iteration 39Q (15672.440000 sec): 3 clusters
  Score: Raw -1381324.910270 + Penalty 3070.041546 = -1378254.868724
  nChanged 85
		SP:Iteration 40F (15672.470000 sec): 3 clusters
  Score: Raw -1381347.959214 + Penalty 3070.041546 = -1378277.917667
  nChanged 96
		SP:Iteration 41Q (15672.500000 sec): 3 clusters
  Score: Raw -1381371.244430 + Penalty 3070.041546 = -1378301.202884
  nChanged 88
		SP:Iteration 42Q (15672.530000 sec): 3 clusters
  Score: Raw -1381392.565059 + Penalty 3070.041546 = -1378322.523512
  nChanged 88
		SP:Iteration 43Q (15672.560000 sec): 3 clusters
  Score: Raw -1381414.213923 + Penalty 3070.041546 = -1378344.172377
  nChanged 78
		SP:Iteration 44Q (15672.590000 sec): 3 clusters
  Score: Raw -1381429.851568 + Penalty 3070.041546 = -1378359.810021
  nChanged 64
		SP:Iteration 45Q (15672.620000 sec): 3 clusters
  Score: Raw -1381440.739056 + Penalty 3070.041546 = -1378370.697509
  nChanged 62
		SP:Iteration 46Q (15672.640000 sec): 3 clusters
  Score: Raw -1381451.794255 + Penalty 3070.041546 = -1378381.752709
  nChanged 64
		SP:Iteration 47Q (15672.680000 sec): 3 clusters
  Score: Raw -1381464.057921 + Penalty 3070.041546 = -1378394.016375
  nChanged 68
		SP:Iteration 48Q (15672.700000 sec): 3 clusters
  Score: Raw -1381479.607816 + Penalty 3070.041546 = -1378409.566269
  nChanged 82
		SP:Iteration 49Q (15672.730000 sec): 3 clusters
  Score: Raw -1381498.666190 + Penalty 3070.041546 = -1378428.624643
  nChanged 78
		SP:Iteration 50Q (15672.760000 sec): 3 clusters
  Score: Raw -1381514.334150 + Penalty 3070.041546 = -1378444.292603
  nChanged 55
		SP:Iteration 51Q (15672.790000 sec): 3 clusters
  Score: Raw -1381523.859230 + Penalty 3070.041546 = -1378453.817684
  nChanged 39
		SP:Iteration 52Q (15672.820000 sec): 3 clusters
  Score: Raw -1381533.078204 + Penalty 3070.041546 = -1378463.036658
  nChanged 49
		SP:Iteration 53Q (15672.850000 sec): 3 clusters
  Score: Raw -1381545.166181 + Penalty 3070.041546 = -1378475.124635
  nChanged 52
		SP:Iteration 54Q (15672.880000 sec): 3 clusters
  Score: Raw -1381558.044424 + Penalty 3070.041546 = -1378488.002878
  nChanged 49
		SP:Iteration 55Q (15672.900000 sec): 3 clusters
  Score: Raw -1381567.778651 + Penalty 3070.041546 = -1378497.737105
  nChanged 58
		SP:Iteration 56Q (15672.940000 sec): 3 clusters
  Score: Raw -1381580.082400 + Penalty 3070.041546 = -1378510.040853
  nChanged 44
		SP:Iteration 57Q (15672.960000 sec): 3 clusters
  Score: Raw -1381588.556143 + Penalty 3070.041546 = -1378518.514597
  nChanged 49
		SP:Iteration 58Q (15672.990000 sec): 3 clusters
  Score: Raw -1381600.495504 + Penalty 3070.041546 = -1378530.453957
  nChanged 52
		SP:Iteration 59Q (15673.020000 sec): 3 clusters
  Score: Raw -1381612.441756 + Penalty 3070.041546 = -1378542.400209
  nChanged 56
		SP:Iteration 60F (15673.050000 sec): 3 clusters
  Score: Raw -1381627.079748 + Penalty 3070.041546 = -1378557.038202
  nChanged 61
		SP:Iteration 61Q (15673.080000 sec): 3 clusters
  Score: Raw -1381643.689017 + Penalty 3070.041546 = -1378573.647471
  nChanged 72
		SP:Iteration 62Q (15673.110000 sec): 3 clusters
  Score: Raw -1381659.917605 + Penalty 3070.041546 = -1378589.876058
  nChanged 52
		SP:Iteration 63Q (15673.140000 sec): 3 clusters
  Score: Raw -1381669.612213 + Penalty 3070.041546 = -1378599.570667
  nChanged 50
		SP:Iteration 64Q (15673.160000 sec): 3 clusters
  Score: Raw -1381680.566709 + Penalty 3070.041546 = -1378610.525162
  nChanged 52
		SP:Iteration 65Q (15673.190000 sec): 3 clusters
  Score: Raw -1381690.066954 + Penalty 3070.041546 = -1378620.025408
  nChanged 53
		SP:Iteration 66Q (15673.220000 sec): 3 clusters
  Score: Raw -1381701.893096 + Penalty 3070.041546 = -1378631.851549
  nChanged 57
		SP:Iteration 67Q (15673.250000 sec): 3 clusters
  Score: Raw -1381713.620444 + Penalty 3070.041546 = -1378643.578898
  nChanged 60
		SP:Iteration 68Q (15673.280000 sec): 3 clusters
  Score: Raw -1381730.976598 + Penalty 3070.041546 = -1378660.935052
  nChanged 74
		SP:Iteration 69Q (15673.300000 sec): 3 clusters
  Score: Raw -1381750.650119 + Penalty 3070.041546 = -1378680.608572
  nChanged 70
		SP:Iteration 70Q (15673.330000 sec): 3 clusters
  Score: Raw -1381770.868716 + Penalty 3070.041546 = -1378700.827170
  nChanged 79
		SP:Iteration 71Q (15673.360000 sec): 3 clusters
  Score: Raw -1381798.695979 + Penalty 3070.041546 = -1378728.654433
  nChanged 86
		SP:Iteration 72Q (15673.390000 sec): 3 clusters
  Score: Raw -1381829.135304 + Penalty 3070.041546 = -1378759.093758
  nChanged 82
		SP:Iteration 73Q (15673.420000 sec): 3 clusters
  Score: Raw -1381854.701022 + Penalty 3070.041546 = -1378784.659476
  nChanged 88
		SP:Iteration 74Q (15673.440000 sec): 3 clusters
  Score: Raw -1381883.565442 + Penalty 3070.041546 = -1378813.523895
  nChanged 83
		SP:Iteration 75Q (15673.470000 sec): 3 clusters
  Score: Raw -1381911.959911 + Penalty 3070.041546 = -1378841.918364
  nChanged 84
		SP:Iteration 76Q (15673.500000 sec): 3 clusters
  Score: Raw -1381943.894733 + Penalty 3070.041546 = -1378873.853186
  nChanged 81
		SP:Iteration 77Q (15673.520000 sec): 3 clusters
  Score: Raw -1381973.405177 + Penalty 3070.041546 = -1378903.363630
  nChanged 86
		SP:Iteration 78Q (15673.550000 sec): 3 clusters
  Score: Raw -1382000.324273 + Penalty 3070.041546 = -1378930.282727
  nChanged 67
		SP:Iteration 79Q (15673.580000 sec): 3 clusters
  Score: Raw -1382023.844782 + Penalty 3070.041546 = -1378953.803235
  nChanged 70
		SP:Iteration 80F (15673.610000 sec): 3 clusters
  Score: Raw -1382050.096869 + Penalty 3070.041546 = -1378980.055322
  nChanged 62
		SP:Iteration 81Q (15673.640000 sec): 3 clusters
  Score: Raw -1382071.672005 + Penalty 3070.041546 = -1379001.630459
  nChanged 75
		SP:Iteration 82Q (15673.660000 sec): 3 clusters
  Score: Raw -1382101.720452 + Penalty 3070.041546 = -1379031.678906
  nChanged 79
		SP:Iteration 83Q (15673.690000 sec): 3 clusters
  Score: Raw -1382133.791329 + Penalty 3070.041546 = -1379063.749783
  nChanged 79
		SP:Iteration 84Q (15673.710000 sec): 3 clusters
  Score: Raw -1382171.969436 + Penalty 3070.041546 = -1379101.927889
  nChanged 83
		SP:Iteration 85Q (15673.740000 sec): 3 clusters
  Score: Raw -1382206.599562 + Penalty 3070.041546 = -1379136.558015
  nChanged 66
		SP:Iteration 86Q (15673.760000 sec): 3 clusters
  Score: Raw -1382236.336763 + Penalty 3070.041546 = -1379166.295216
  nChanged 65
		SP:Iteration 87Q (15673.790000 sec): 3 clusters
  Score: Raw -1382262.802674 + Penalty 3070.041546 = -1379192.761127
  nChanged 75
		SP:Iteration 88Q (15673.820000 sec): 3 clusters
  Score: Raw -1382295.144321 + Penalty 3070.041546 = -1379225.102775
  nChanged 63
		SP:Iteration 89Q (15673.840000 sec): 3 clusters
  Score: Raw -1382320.971313 + Penalty 3070.041546 = -1379250.929766
  nChanged 42
		SP:Iteration 90Q (15673.870000 sec): 3 clusters
  Score: Raw -1382337.279043 + Penalty 3070.041546 = -1379267.237497
  nChanged 39
		SP:Iteration 91Q (15673.890000 sec): 3 clusters
  Score: Raw -1382357.085885 + Penalty 3070.041546 = -1379287.044338
  nChanged 35
		SP:Iteration 92Q (15673.920000 sec): 3 clusters
  Score: Raw -1382371.616249 + Penalty 3070.041546 = -1379301.574703
  nChanged 25
		SP:Iteration 93Q (15673.940000 sec): 3 clusters
  Score: Raw -1382381.868078 + Penalty 3070.041546 = -1379311.826532
  nChanged 29
		SP:Iteration 94Q (15673.970000 sec): 3 clusters
  Score: Raw -1382389.616372 + Penalty 3070.041546 = -1379319.574826
  nChanged 18
		SP:Iteration 95Q (15673.990000 sec): 3 clusters
  Score: Raw -1382395.275642 + Penalty 3070.041546 = -1379325.234095
  nChanged 9
		SP:Iteration 96Q (15674.020000 sec): 3 clusters
  Score: Raw -1382397.352720 + Penalty 3070.041546 = -1379327.311174
  nChanged 7
		SP:Iteration 97Q (15674.040000 sec): 3 clusters
  Score: Raw -1382398.745041 + Penalty 3070.041546 = -1379328.703494
  nChanged 4
		SP:Iteration 98Q (15674.070000 sec): 3 clusters
  Score: Raw -1382400.806851 + Penalty 3070.041546 = -1379330.765304
  nChanged 3
		SP:Iteration 99Q (15674.090000 sec): 3 clusters
  Score: Raw -1382402.558984 + Penalty 3070.041546 = -1379332.517438
  nChanged 7
		SP:Iteration 100F (15674.120000 sec): 3 clusters
  Score: Raw -1382405.748843 + Penalty 3070.041546 = -1379335.707297
  nChanged 6
		SP:Iteration 101Q (15674.150000 sec): 3 clusters
  Score: Raw -1382407.339379 + Penalty 3070.041546 = -1379337.297832
  nChanged 5
		SP:Iteration 102Q (15674.170000 sec): 3 clusters
  Score: Raw -1382409.181525 + Penalty 3070.041546 = -1379339.139979
  nChanged 4
		SP:Iteration 103Q (15674.200000 sec): 3 clusters
  Score: Raw -1382410.083827 + Penalty 3070.041546 = -1379340.042281
  nChanged 2
		SP:Iteration 104Q (15674.220000 sec): 3 clusters
  Score: Raw -1382410.548415 + Penalty 3070.041546 = -1379340.506869
  nChanged 1
		SP:Iteration 105Q (15674.250000 sec): 3 clusters
  Score: Raw -1382411.005125 + Penalty 3070.041546 = -1379340.963578
  nChanged 3
		SP:Iteration 106Q (15674.270000 sec): 3 clusters
  Score: Raw -1382412.015485 + Penalty 3070.041546 = -1379341.973939
  nChanged 1
		SP:Iteration 107Q (15674.300000 sec): 3 clusters
  Score: Raw -1382412.339811 + Penalty 3070.041546 = -1379342.298264
  nChanged 2
		SP:Iteration 108Q (15674.320000 sec): 3 clusters
  Score: Raw -1382412.905878 + Penalty 3070.041546 = -1379342.864331
  nChanged 1
		SP:Iteration 109Q (15674.350000 sec): 3 clusters
  Score: Raw -1382413.157140 + Penalty 3070.041546 = -1379343.115593
  nChanged 1
		SP:Iteration 110Q (15674.370000 sec): 3 clusters
  Score: Raw -1382413.298233 + Penalty 3070.041546 = -1379343.256686
  nChanged 0
		SP:Iteration 111F (15674.400000 sec): 3 clusters
  Score: Raw -1382413.298233 + Penalty 3070.041546 = -1379343.256686
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15674.420000 sec): 2 clusters
  Score: Raw -118309.213355 + Penalty 1147.048200 = -117162.165155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15674.420000 sec): 3 clusters
  Score: Raw -117910.354109 + Penalty 2294.096400 = -115616.257709
  nChanged 351
		SP:Iteration 1F (15674.420000 sec): 3 clusters
  Score: Raw -118233.906370 + Penalty 2294.096400 = -115939.809970
  nChanged 105
		SP:Iteration 2F (15674.420000 sec): 3 clusters
  Score: Raw -118356.411288 + Penalty 2294.096400 = -116062.314888
  nChanged 60
		SP:Iteration 3F (15674.430000 sec): 3 clusters
  Score: Raw -118420.250224 + Penalty 2294.096400 = -116126.153824
  nChanged 37
		SP:Iteration 4Q (15674.430000 sec): 3 clusters
  Score: Raw -118456.660924 + Penalty 2294.096400 = -116162.564525
  nChanged 25
		SP:Iteration 5Q (15674.430000 sec): 3 clusters
  Score: Raw -118484.322719 + Penalty 2294.096400 = -116190.226320
  nChanged 13
		SP:Iteration 6Q (15674.440000 sec): 3 clusters
  Score: Raw -118495.121591 + Penalty 2294.096400 = -116201.025191
  nChanged 6
		SP:Iteration 7Q (15674.440000 sec): 3 clusters
  Score: Raw -118498.707640 + Penalty 2294.096400 = -116204.611240
  nChanged 3
		SP:Iteration 8Q (15674.440000 sec): 3 clusters
  Score: Raw -118500.903691 + Penalty 2294.096400 = -116206.807291
  nChanged 2
		SP:Iteration 9Q (15674.440000 sec): 3 clusters
  Score: Raw -118501.510697 + Penalty 2294.096400 = -116207.414297
  nChanged 1
		SP:Iteration 10Q (15674.450000 sec): 3 clusters
  Score: Raw -118502.175760 + Penalty 2294.096400 = -116208.079360
  nChanged 3
		SP:Iteration 11Q (15674.450000 sec): 3 clusters
  Score: Raw -118503.506130 + Penalty 2294.096400 = -116209.409731
  nChanged 2
		SP:Iteration 12Q (15674.450000 sec): 3 clusters
  Score: Raw -118504.874329 + Penalty 2294.096400 = -116210.777930
  nChanged 3
		SP:Iteration 13Q (15674.460000 sec): 3 clusters
  Score: Raw -118508.963761 + Penalty 2294.096400 = -116214.867361
  nChanged 1
		SP:Iteration 14Q (15674.460000 sec): 3 clusters
  Score: Raw -118509.861819 + Penalty 2294.096400 = -116215.765419
  nChanged 1
		SP:Iteration 15Q (15674.460000 sec): 3 clusters
  Score: Raw -118511.666266 + Penalty 2294.096400 = -116217.569866
  nChanged 3
		SP:Iteration 16Q (15674.460000 sec): 3 clusters
  Score: Raw -118513.515499 + Penalty 2294.096400 = -116219.419099
  nChanged 2
		SP:Iteration 17Q (15674.460000 sec): 3 clusters
  Score: Raw -118514.014082 + Penalty 2294.096400 = -116219.917682
  nChanged 0
		SP:Iteration 18F (15674.470000 sec): 3 clusters
  Score: Raw -118514.014082 + Penalty 2294.096400 = -116219.917682
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15674.480000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15674.480000 sec): 3 clusters
  Score: Raw -69602.980882 + Penalty 2094.342658 = -67508.638223
  nChanged 147
		SP:Iteration 1F (15674.480000 sec): 3 clusters
  Score: Raw -69761.965911 + Penalty 2094.342658 = -67667.623252
  nChanged 32
		SP:Iteration 2F (15674.490000 sec): 3 clusters
  Score: Raw -69812.486799 + Penalty 2094.342658 = -67718.144140
  nChanged 22
		SP:Iteration 3Q (15674.490000 sec): 3 clusters
  Score: Raw -69853.041748 + Penalty 2094.342658 = -67758.699089
  nChanged 20
		SP:Iteration 4Q (15674.490000 sec): 3 clusters
  Score: Raw -69893.301215 + Penalty 2094.342658 = -67798.958557
  nChanged 13
		SP:Iteration 5Q (15674.490000 sec): 3 clusters
  Score: Raw -69910.696604 + Penalty 2094.342658 = -67816.353945
  nChanged 8
		SP:Iteration 6Q (15674.490000 sec): 3 clusters
  Score: Raw -69921.356698 + Penalty 2094.342658 = -67827.014040
  nChanged 4
		SP:Iteration 7Q (15674.490000 sec): 3 clusters
  Score: Raw -69924.100423 + Penalty 2094.342658 = -67829.757765
  nChanged 4
		SP:Iteration 8Q (15674.490000 sec): 3 clusters
  Score: Raw -69929.783011 + Penalty 2094.342658 = -67835.440353
  nChanged 3
		SP:Iteration 9Q (15674.490000 sec): 3 clusters
  Score: Raw -69933.289717 + Penalty 2094.342658 = -67838.947059
  nChanged 2
		SP:Iteration 10Q (15674.500000 sec): 3 clusters
  Score: Raw -69936.341240 + Penalty 2094.342658 = -67841.998582
  nChanged 2
		SP:Iteration 11Q (15674.500000 sec): 3 clusters
  Score: Raw -69938.368784 + Penalty 2094.342658 = -67844.026126
  nChanged 4
		SP:Iteration 12Q (15674.500000 sec): 3 clusters
  Score: Raw -69944.946417 + Penalty 2094.342658 = -67850.603758
  nChanged 2
		SP:Iteration 13Q (15674.500000 sec): 3 clusters
  Score: Raw -69948.639133 + Penalty 2094.342658 = -67854.296475
  nChanged 1
		SP:Iteration 14Q (15674.500000 sec): 3 clusters
  Score: Raw -69949.716861 + Penalty 2094.342658 = -67855.374202
  nChanged 1
		SP:Iteration 15Q (15674.510000 sec): 3 clusters
  Score: Raw -69950.471263 + Penalty 2094.342658 = -67856.128604
  nChanged 0
		SP:Iteration 16F (15674.510000 sec): 3 clusters
  Score: Raw -69950.471263 + Penalty 2094.342658 = -67856.128604
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15675.930000 sec): 2 clusters
  Score: Raw -58061559.011033 + Penalty 2131.323697 = -58059427.687336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15677.260000 sec): 3 clusters
  Score: Raw -57727694.057973 + Penalty 4262.647394 = -57723431.410579
  nChanged 243511
		SP:Iteration 1F (15678.570000 sec): 3 clusters
  Score: Raw -57874593.631245 + Penalty 4262.647394 = -57870330.983852
  nChanged 11266
		SP:Iteration 2Q (15679.920000 sec): 3 clusters
  Score: Raw -57876444.006699 + Penalty 4262.647394 = -57872181.359305
  nChanged 12438
		SP:Iteration 3Q (15681.280000 sec): 3 clusters
  Score: Raw -57878811.123662 + Penalty 4262.647394 = -57874548.476268
  nChanged 14037
		SP:Iteration 4Q (15682.630000 sec): 3 clusters
  Score: Raw -57882008.331729 + Penalty 4262.647394 = -57877745.684335
  nChanged 16263
		SP:Iteration 5Q (15683.990000 sec): 3 clusters
  Score: Raw -57886406.031322 + Penalty 4262.647394 = -57882143.383929
  nChanged 18905
		SP:Iteration 6Q (15685.350000 sec): 3 clusters
  Score: Raw -57892597.474667 + Penalty 4262.647394 = -57888334.827274
  nChanged 21854
		SP:Iteration 7Q (15686.720000 sec): 3 clusters
  Score: Raw -57901380.965120 + Penalty 4262.647394 = -57897118.317726
  nChanged 25168
		SP:Iteration 8F (15688.050000 sec): 3 clusters
  Score: Raw -57914275.642924 + Penalty 4262.647394 = -57910012.995530
  nChanged 28352
		SP:Iteration 9F (15689.370000 sec): 3 clusters
  Score: Raw -57932567.267058 + Penalty 4262.647394 = -57928304.619665
  nChanged 29782
		SP:Iteration 10F (15690.690000 sec): 3 clusters
  Score: Raw -57955698.317878 + Penalty 4262.647394 = -57951435.670485
  nChanged 28102
		SP:Iteration 11F (15692.020000 sec): 3 clusters
  Score: Raw -57979344.445323 + Penalty 4262.647394 = -57975081.797929
  nChanged 23294
		SP:Iteration 12Q (15693.330000 sec): 3 clusters
  Score: Raw -57997473.617965 + Penalty 4262.647394 = -57993210.970571
  nChanged 17455
		SP:Iteration 13Q (15694.590000 sec): 3 clusters
  Score: Raw -58009003.915504 + Penalty 4262.647394 = -58004741.268111
  nChanged 13454
		SP:Iteration 14Q (15695.790000 sec): 3 clusters
  Score: Raw -58016923.261286 + Penalty 4262.647394 = -58012660.613893
  nChanged 11947
		SP:Iteration 15Q (15696.960000 sec): 3 clusters
  Score: Raw -58023667.716588 + Penalty 4262.647394 = -58019405.069195
  nChanged 11117
		SP:Iteration 16Q (15698.090000 sec): 3 clusters
  Score: Raw -58030111.782508 + Penalty 4262.647394 = -58025849.135114
  nChanged 10318
		SP:Iteration 17Q (15699.180000 sec): 3 clusters
  Score: Raw -58036437.160678 + Penalty 4262.647394 = -58032174.513284
  nChanged 9226
		SP:Iteration 18Q (15700.240000 sec): 3 clusters
  Score: Raw -58042359.722073 + Penalty 4262.647394 = -58038097.074680
  nChanged 7896
		SP:Iteration 19Q (15701.280000 sec): 3 clusters
  Score: Raw -58047630.653960 + Penalty 4262.647394 = -58043368.006566
  nChanged 6569
		SP:Iteration 20F (15702.580000 sec): 3 clusters
  Score: Raw -58052109.990019 + Penalty 4262.647394 = -58047847.342626
  nChanged 5110
		SP:Iteration 21Q (15703.580000 sec): 3 clusters
  Score: Raw -58055577.273595 + Penalty 4262.647394 = -58051314.626201
  nChanged 3641
		SP:Iteration 22Q (15704.560000 sec): 3 clusters
  Score: Raw -58058023.203145 + Penalty 4262.647394 = -58053760.555751
  nChanged 2507
		SP:Iteration 23Q (15705.530000 sec): 3 clusters
  Score: Raw -58059688.837531 + Penalty 4262.647394 = -58055426.190138
  nChanged 1547
		SP:Iteration 24Q (15706.490000 sec): 3 clusters
  Score: Raw -58060682.587903 + Penalty 4262.647394 = -58056419.940509
  nChanged 890
		SP:Iteration 25Q (15707.440000 sec): 3 clusters
  Score: Raw -58061249.260402 + Penalty 4262.647394 = -58056986.613008
  nChanged 583
		SP:Iteration 26Q (15708.380000 sec): 3 clusters
  Score: Raw -58061608.253033 + Penalty 4262.647394 = -58057345.605639
  nChanged 397
		SP:Iteration 27Q (15709.340000 sec): 3 clusters
  Score: Raw -58061824.167029 + Penalty 4262.647394 = -58057561.519636
  nChanged 258
		SP:Iteration 28Q (15710.280000 sec): 3 clusters
  Score: Raw -58061954.168116 + Penalty 4262.647394 = -58057691.520722
  nChanged 191
		SP:Iteration 29Q (15711.220000 sec): 3 clusters
  Score: Raw -58062042.587475 + Penalty 4262.647394 = -58057779.940082
  nChanged 137
		SP:Iteration 30Q (15712.150000 sec): 3 clusters
  Score: Raw -58062095.481861 + Penalty 4262.647394 = -58057832.834468
  nChanged 99
		SP:Iteration 31Q (15713.090000 sec): 3 clusters
  Score: Raw -58062126.950179 + Penalty 4262.647394 = -58057864.302785
  nChanged 76
		SP:Iteration 32Q (15714.020000 sec): 3 clusters
  Score: Raw -58062151.895324 + Penalty 4262.647394 = -58057889.247930
  nChanged 62
		SP:Iteration 33Q (15714.960000 sec): 3 clusters
  Score: Raw -58062169.182325 + Penalty 4262.647394 = -58057906.534931
  nChanged 51
		SP:Iteration 34Q (15715.900000 sec): 3 clusters
  Score: Raw -58062185.517441 + Penalty 4262.647394 = -58057922.870047
  nChanged 46
		SP:Iteration 35Q (15716.830000 sec): 3 clusters
  Score: Raw -58062198.160306 + Penalty 4262.647394 = -58057935.512913
  nChanged 33
		SP:Iteration 36Q (15717.760000 sec): 3 clusters
  Score: Raw -58062208.236653 + Penalty 4262.647394 = -58057945.589259
  nChanged 28
		SP:Iteration 37Q (15718.700000 sec): 3 clusters
  Score: Raw -58062215.624199 + Penalty 4262.647394 = -58057952.976805
  nChanged 22
		SP:Iteration 38Q (15719.630000 sec): 3 clusters
  Score: Raw -58062220.555983 + Penalty 4262.647394 = -58057957.908589
  nChanged 15
		SP:Iteration 39Q (15720.570000 sec): 3 clusters
  Score: Raw -58062224.522541 + Penalty 4262.647394 = -58057961.875148
  nChanged 17
		SP:Iteration 40F (15721.880000 sec): 3 clusters
  Score: Raw -58062228.800903 + Penalty 4262.647394 = -58057966.153509
  nChanged 18
		SP:Iteration 41Q (15722.820000 sec): 3 clusters
  Score: Raw -58062233.593645 + Penalty 4262.647394 = -58057970.946251
  nChanged 19
		SP:Iteration 42Q (15723.760000 sec): 3 clusters
  Score: Raw -58062239.407051 + Penalty 4262.647394 = -58057976.759657
  nChanged 16
		SP:Iteration 43Q (15724.700000 sec): 3 clusters
  Score: Raw -58062242.225835 + Penalty 4262.647394 = -58057979.578441
  nChanged 12
		SP:Iteration 44Q (15725.640000 sec): 3 clusters
  Score: Raw -58062244.775007 + Penalty 4262.647394 = -58057982.127614
  nChanged 9
		SP:Iteration 45Q (15726.580000 sec): 3 clusters
  Score: Raw -58062246.624363 + Penalty 4262.647394 = -58057983.976970
  nChanged 11
		SP:Iteration 46Q (15727.520000 sec): 3 clusters
  Score: Raw -58062250.147793 + Penalty 4262.647394 = -58057987.500399
  nChanged 14
		SP:Iteration 47Q (15728.460000 sec): 3 clusters
  Score: Raw -58062252.811477 + Penalty 4262.647394 = -58057990.164083
  nChanged 6
		SP:Iteration 48Q (15729.400000 sec): 3 clusters
  Score: Raw -58062253.822768 + Penalty 4262.647394 = -58057991.175375
  nChanged 9
		SP:Iteration 49Q (15730.350000 sec): 3 clusters
  Score: Raw -58062255.714817 + Penalty 4262.647394 = -58057993.067423
  nChanged 3
		SP:Iteration 50Q (15731.300000 sec): 3 clusters
  Score: Raw -58062255.974868 + Penalty 4262.647394 = -58057993.327474
  nChanged 4
		SP:Iteration 51Q (15732.230000 sec): 3 clusters
  Score: Raw -58062256.563799 + Penalty 4262.647394 = -58057993.916406
  nChanged 4
		SP:Iteration 52Q (15733.170000 sec): 3 clusters
  Score: Raw -58062257.128989 + Penalty 4262.647394 = -58057994.481595
  nChanged 2
		SP:Iteration 53Q (15734.110000 sec): 3 clusters
  Score: Raw -58062257.401136 + Penalty 4262.647394 = -58057994.753743
  nChanged 3
		SP:Iteration 54Q (15735.060000 sec): 3 clusters
  Score: Raw -58062257.703730 + Penalty 4262.647394 = -58057995.056336
  nChanged 0
		SP:Iteration 55F (15736.370000 sec): 3 clusters
  Score: Raw -58062257.703730 + Penalty 4262.647394 = -58057995.056336
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15736.660000 sec): 2 clusters
  Score: Raw -811372.019382 + Penalty 1441.140032 = -809930.879350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15736.680000 sec): 3 clusters
  Score: Raw -807533.663564 + Penalty 2882.280063 = -804651.383501
  nChanged 2949
		SP:Iteration 1F (15736.700000 sec): 3 clusters
  Score: Raw -809198.987937 + Penalty 2882.280063 = -806316.707874
  nChanged 510
		SP:Iteration 2F (15736.710000 sec): 3 clusters
  Score: Raw -809536.892119 + Penalty 2882.280063 = -806654.612056
  nChanged 517
		SP:Iteration 3F (15736.730000 sec): 3 clusters
  Score: Raw -809898.937721 + Penalty 2882.280063 = -807016.657657
  nChanged 487
		SP:Iteration 4F (15736.750000 sec): 3 clusters
  Score: Raw -810259.461936 + Penalty 2882.280063 = -807377.181873
  nChanged 421
		SP:Iteration 5F (15736.770000 sec): 3 clusters
  Score: Raw -810544.362802 + Penalty 2882.280063 = -807662.082739
  nChanged 367
		SP:Iteration 6F (15736.790000 sec): 3 clusters
  Score: Raw -810783.990851 + Penalty 2882.280063 = -807901.710788
  nChanged 282
		SP:Iteration 7Q (15736.810000 sec): 3 clusters
  Score: Raw -810945.934590 + Penalty 2882.280063 = -808063.654527
  nChanged 214
		SP:Iteration 8Q (15736.830000 sec): 3 clusters
  Score: Raw -811062.579384 + Penalty 2882.280063 = -808180.299321
  nChanged 192
		SP:Iteration 9Q (15736.840000 sec): 3 clusters
  Score: Raw -811128.363131 + Penalty 2882.280063 = -808246.083068
  nChanged 119
		SP:Iteration 10Q (15736.860000 sec): 3 clusters
  Score: Raw -811167.815254 + Penalty 2882.280063 = -808285.535191
  nChanged 107
		SP:Iteration 11Q (15736.880000 sec): 3 clusters
  Score: Raw -811203.722677 + Penalty 2882.280063 = -808321.442613
  nChanged 76
		SP:Iteration 12Q (15736.900000 sec): 3 clusters
  Score: Raw -811226.225848 + Penalty 2882.280063 = -808343.945785
  nChanged 57
		SP:Iteration 13Q (15736.910000 sec): 3 clusters
  Score: Raw -811242.914015 + Penalty 2882.280063 = -808360.633952
  nChanged 57
		SP:Iteration 14Q (15736.930000 sec): 3 clusters
  Score: Raw -811260.111848 + Penalty 2882.280063 = -808377.831785
  nChanged 59
		SP:Iteration 15Q (15736.950000 sec): 3 clusters
  Score: Raw -811276.408773 + Penalty 2882.280063 = -808394.128710
  nChanged 39
		SP:Iteration 16Q (15736.970000 sec): 3 clusters
  Score: Raw -811284.814552 + Penalty 2882.280063 = -808402.534488
  nChanged 42
		SP:Iteration 17Q (15736.990000 sec): 3 clusters
  Score: Raw -811293.179951 + Penalty 2882.280063 = -808410.899888
  nChanged 31
		SP:Iteration 18Q (15737.010000 sec): 3 clusters
  Score: Raw -811298.751159 + Penalty 2882.280063 = -808416.471096
  nChanged 25
		SP:Iteration 19Q (15737.030000 sec): 3 clusters
  Score: Raw -811302.724665 + Penalty 2882.280063 = -808420.444602
  nChanged 19
		SP:Iteration 20F (15737.040000 sec): 3 clusters
  Score: Raw -811307.299740 + Penalty 2882.280063 = -808425.019676
  nChanged 17
		SP:Iteration 21Q (15737.060000 sec): 3 clusters
  Score: Raw -811311.698025 + Penalty 2882.280063 = -808429.417961
  nChanged 15
		SP:Iteration 22Q (15737.080000 sec): 3 clusters
  Score: Raw -811315.513413 + Penalty 2882.280063 = -808433.233349
  nChanged 13
		SP:Iteration 23Q (15737.100000 sec): 3 clusters
  Score: Raw -811318.004973 + Penalty 2882.280063 = -808435.724910
  nChanged 13
		SP:Iteration 24Q (15737.110000 sec): 3 clusters
  Score: Raw -811320.416047 + Penalty 2882.280063 = -808438.135984
  nChanged 8
		SP:Iteration 25Q (15737.130000 sec): 3 clusters
  Score: Raw -811321.693911 + Penalty 2882.280063 = -808439.413848
  nChanged 8
		SP:Iteration 26Q (15737.150000 sec): 3 clusters
  Score: Raw -811322.673837 + Penalty 2882.280063 = -808440.393774
  nChanged 7
		SP:Iteration 27Q (15737.170000 sec): 3 clusters
  Score: Raw -811323.558570 + Penalty 2882.280063 = -808441.278507
  nChanged 2
		SP:Iteration 28Q (15737.190000 sec): 3 clusters
  Score: Raw -811323.767816 + Penalty 2882.280063 = -808441.487753
  nChanged 4
		SP:Iteration 29Q (15737.210000 sec): 3 clusters
  Score: Raw -811324.431141 + Penalty 2882.280063 = -808442.151078
  nChanged 5
		SP:Iteration 30Q (15737.220000 sec): 3 clusters
  Score: Raw -811325.041703 + Penalty 2882.280063 = -808442.761639
  nChanged 3
		SP:Iteration 31Q (15737.240000 sec): 3 clusters
  Score: Raw -811325.419042 + Penalty 2882.280063 = -808443.138979
  nChanged 5
		SP:Iteration 32Q (15737.260000 sec): 3 clusters
  Score: Raw -811326.087429 + Penalty 2882.280063 = -808443.807365
  nChanged 6
		SP:Iteration 33Q (15737.280000 sec): 3 clusters
  Score: Raw -811326.930582 + Penalty 2882.280063 = -808444.650519
  nChanged 3
		SP:Iteration 34Q (15737.290000 sec): 3 clusters
  Score: Raw -811327.156804 + Penalty 2882.280063 = -808444.876741
  nChanged 0
		SP:Iteration 35F (15737.310000 sec): 3 clusters
  Score: Raw -811327.156804 + Penalty 2882.280063 = -808444.876741
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15737.340000 sec): 2 clusters
  Score: Raw -1060542.834495 + Penalty 1480.531313 = -1059062.303182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15737.370000 sec): 3 clusters
  Score: Raw -1055513.305765 + Penalty 2961.062627 = -1052552.243139
  nChanged 3896
		SP:Iteration 1F (15737.390000 sec): 3 clusters
  Score: Raw -1057753.033556 + Penalty 2961.062627 = -1054791.970929
  nChanged 720
		SP:Iteration 2F (15737.410000 sec): 3 clusters
  Score: Raw -1058263.687306 + Penalty 2961.062627 = -1055302.624680
  nChanged 722
		SP:Iteration 3F (15737.430000 sec): 3 clusters
  Score: Raw -1058818.484871 + Penalty 2961.062627 = -1055857.422244
  nChanged 698
		SP:Iteration 4F (15737.460000 sec): 3 clusters
  Score: Raw -1059394.677878 + Penalty 2961.062627 = -1056433.615251
  nChanged 583
		SP:Iteration 5F (15737.480000 sec): 3 clusters
  Score: Raw -1059829.409465 + Penalty 2961.062627 = -1056868.346838
  nChanged 437
		SP:Iteration 6Q (15737.500000 sec): 3 clusters
  Score: Raw -1060092.817036 + Penalty 2961.062627 = -1057131.754409
  nChanged 316
		SP:Iteration 7Q (15737.530000 sec): 3 clusters
  Score: Raw -1060265.017292 + Penalty 2961.062627 = -1057303.954665
  nChanged 248
		SP:Iteration 8Q (15737.550000 sec): 3 clusters
  Score: Raw -1060381.860372 + Penalty 2961.062627 = -1057420.797746
  nChanged 192
		SP:Iteration 9Q (15737.570000 sec): 3 clusters
  Score: Raw -1060456.782714 + Penalty 2961.062627 = -1057495.720087
  nChanged 145
		SP:Iteration 10Q (15737.590000 sec): 3 clusters
  Score: Raw -1060513.081708 + Penalty 2961.062627 = -1057552.019081
  nChanged 117
		SP:Iteration 11Q (15737.620000 sec): 3 clusters
  Score: Raw -1060558.797941 + Penalty 2961.062627 = -1057597.735314
  nChanged 93
		SP:Iteration 12Q (15737.640000 sec): 3 clusters
  Score: Raw -1060585.817700 + Penalty 2961.062627 = -1057624.755073
  nChanged 61
		SP:Iteration 13Q (15737.660000 sec): 3 clusters
  Score: Raw -1060605.537945 + Penalty 2961.062627 = -1057644.475319
  nChanged 62
		SP:Iteration 14Q (15737.690000 sec): 3 clusters
  Score: Raw -1060624.417757 + Penalty 2961.062627 = -1057663.355130
  nChanged 55
		SP:Iteration 15Q (15737.710000 sec): 3 clusters
  Score: Raw -1060641.071216 + Penalty 2961.062627 = -1057680.008589
  nChanged 58
		SP:Iteration 16Q (15737.730000 sec): 3 clusters
  Score: Raw -1060658.662145 + Penalty 2961.062627 = -1057697.599518
  nChanged 40
		SP:Iteration 17Q (15737.750000 sec): 3 clusters
  Score: Raw -1060669.689924 + Penalty 2961.062627 = -1057708.627298
  nChanged 44
		SP:Iteration 18Q (15737.780000 sec): 3 clusters
  Score: Raw -1060682.377864 + Penalty 2961.062627 = -1057721.315238
  nChanged 44
		SP:Iteration 19Q (15737.800000 sec): 3 clusters
  Score: Raw -1060695.741319 + Penalty 2961.062627 = -1057734.678693
  nChanged 41
		SP:Iteration 20F (15737.830000 sec): 3 clusters
  Score: Raw -1060707.514612 + Penalty 2961.062627 = -1057746.451985
  nChanged 35
		SP:Iteration 21Q (15737.850000 sec): 3 clusters
  Score: Raw -1060716.648089 + Penalty 2961.062627 = -1057755.585462
  nChanged 34
		SP:Iteration 22Q (15737.870000 sec): 3 clusters
  Score: Raw -1060723.988449 + Penalty 2961.062627 = -1057762.925822
  nChanged 15
		SP:Iteration 23Q (15737.890000 sec): 3 clusters
  Score: Raw -1060727.865897 + Penalty 2961.062627 = -1057766.803271
  nChanged 12
		SP:Iteration 24Q (15737.920000 sec): 3 clusters
  Score: Raw -1060730.422121 + Penalty 2961.062627 = -1057769.359495
  nChanged 8
		SP:Iteration 25Q (15737.940000 sec): 3 clusters
  Score: Raw -1060731.895672 + Penalty 2961.062627 = -1057770.833045
  nChanged 4
		SP:Iteration 26Q (15737.970000 sec): 3 clusters
  Score: Raw -1060733.048848 + Penalty 2961.062627 = -1057771.986221
  nChanged 3
		SP:Iteration 27Q (15737.990000 sec): 3 clusters
  Score: Raw -1060733.956611 + Penalty 2961.062627 = -1057772.893985
  nChanged 6
		SP:Iteration 28Q (15738.010000 sec): 3 clusters
  Score: Raw -1060735.330337 + Penalty 2961.062627 = -1057774.267711
  nChanged 2
		SP:Iteration 29Q (15738.030000 sec): 3 clusters
  Score: Raw -1060735.899533 + Penalty 2961.062627 = -1057774.836907
  nChanged 4
		SP:Iteration 30Q (15738.060000 sec): 3 clusters
  Score: Raw -1060736.552915 + Penalty 2961.062627 = -1057775.490289
  nChanged 1
		SP:Iteration 31Q (15738.080000 sec): 3 clusters
  Score: Raw -1060736.777058 + Penalty 2961.062627 = -1057775.714432
  nChanged 2
		SP:Iteration 32Q (15738.100000 sec): 3 clusters
  Score: Raw -1060737.189940 + Penalty 2961.062627 = -1057776.127313
  nChanged 3
		SP:Iteration 33Q (15738.130000 sec): 3 clusters
  Score: Raw -1060737.669052 + Penalty 2961.062627 = -1057776.606426
  nChanged 0
		SP:Iteration 34F (15738.150000 sec): 3 clusters
  Score: Raw -1060737.669052 + Penalty 2961.062627 = -1057776.606426
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15738.160000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15738.160000 sec): 3 clusters
  Score: Raw -14349.509140 + Penalty 1574.360803 = -12775.148337
  nChanged 5
		SP:Iteration 1Q (15738.160000 sec): 3 clusters
  Score: Raw -14373.665929 + Penalty 1574.360803 = -12799.305126
  nChanged 0
		SP:Iteration 2F (15738.160000 sec): 3 clusters
  Score: Raw -14373.665929 + Penalty 1574.360803 = -12799.305126
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15738.160000 sec): 2 clusters
  Score: Raw -84394.209079 + Penalty 1074.019252 = -83320.189827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15738.170000 sec): 3 clusters
  Score: Raw -84214.385796 + Penalty 2148.038504 = -82066.347292
  nChanged 209
		SP:Iteration 1F (15738.170000 sec): 3 clusters
  Score: Raw -84412.317369 + Penalty 2148.038504 = -82264.278865
  nChanged 45
		SP:Iteration 2F (15738.170000 sec): 3 clusters
  Score: Raw -84467.623661 + Penalty 2148.038504 = -82319.585157
  nChanged 20
		SP:Iteration 3Q (15738.170000 sec): 3 clusters
  Score: Raw -84491.404137 + Penalty 2148.038504 = -82343.365633
  nChanged 12
		SP:Iteration 4Q (15738.170000 sec): 3 clusters
  Score: Raw -84503.790189 + Penalty 2148.038504 = -82355.751685
  nChanged 6
		SP:Iteration 5Q (15738.170000 sec): 3 clusters
  Score: Raw -84515.853686 + Penalty 2148.038504 = -82367.815182
  nChanged 9
		SP:Iteration 6Q (15738.170000 sec): 3 clusters
  Score: Raw -84532.837446 + Penalty 2148.038504 = -82384.798941
  nChanged 7
		SP:Iteration 7Q (15738.180000 sec): 3 clusters
  Score: Raw -84542.553866 + Penalty 2148.038504 = -82394.515362
  nChanged 7
		SP:Iteration 8Q (15738.180000 sec): 3 clusters
  Score: Raw -84550.115451 + Penalty 2148.038504 = -82402.076947
  nChanged 1
		SP:Iteration 9Q (15738.180000 sec): 3 clusters
  Score: Raw -84550.951685 + Penalty 2148.038504 = -82402.913181
  nChanged 0
		SP:Iteration 10F (15738.180000 sec): 3 clusters
  Score: Raw -84550.951685 + Penalty 2148.038504 = -82402.913181
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15738.200000 sec): 2 clusters
  Score: Raw -416290.153173 + Penalty 1345.203322 = -414944.949851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15738.210000 sec): 3 clusters
  Score: Raw -414345.070877 + Penalty 2690.406645 = -411654.664232
  nChanged 1564
		SP:Iteration 1F (15738.220000 sec): 3 clusters
  Score: Raw -415303.296969 + Penalty 2690.406645 = -412612.890324
  nChanged 359
		SP:Iteration 2F (15738.230000 sec): 3 clusters
  Score: Raw -415544.064940 + Penalty 2690.406645 = -412853.658295
  nChanged 236
		SP:Iteration 3F (15738.240000 sec): 3 clusters
  Score: Raw -415687.038189 + Penalty 2690.406645 = -412996.631544
  nChanged 172
		SP:Iteration 4Q (15738.250000 sec): 3 clusters
  Score: Raw -415793.058444 + Penalty 2690.406645 = -413102.651799
  nChanged 149
		SP:Iteration 5Q (15738.260000 sec): 3 clusters
  Score: Raw -415867.396260 + Penalty 2690.406645 = -413176.989616
  nChanged 139
		SP:Iteration 6Q (15738.270000 sec): 3 clusters
  Score: Raw -415935.048482 + Penalty 2690.406645 = -413244.641837
  nChanged 94
		SP:Iteration 7Q (15738.280000 sec): 3 clusters
  Score: Raw -415987.351392 + Penalty 2690.406645 = -413296.944748
  nChanged 101
		SP:Iteration 8Q (15738.290000 sec): 3 clusters
  Score: Raw -416044.346443 + Penalty 2690.406645 = -413353.939798
  nChanged 108
		SP:Iteration 9Q (15738.300000 sec): 3 clusters
  Score: Raw -416096.372225 + Penalty 2690.406645 = -413405.965581
  nChanged 82
		SP:Iteration 10Q (15738.310000 sec): 3 clusters
  Score: Raw -416135.811391 + Penalty 2690.406645 = -413445.404746
  nChanged 80
		SP:Iteration 11Q (15738.320000 sec): 3 clusters
  Score: Raw -416174.946507 + Penalty 2690.406645 = -413484.539862
  nChanged 71
		SP:Iteration 12Q (15738.330000 sec): 3 clusters
  Score: Raw -416205.148463 + Penalty 2690.406645 = -413514.741818
  nChanged 64
		SP:Iteration 13Q (15738.340000 sec): 3 clusters
  Score: Raw -416240.695855 + Penalty 2690.406645 = -413550.289210
  nChanged 62
		SP:Iteration 14Q (15738.350000 sec): 3 clusters
  Score: Raw -416271.297896 + Penalty 2690.406645 = -413580.891252
  nChanged 62
		SP:Iteration 15Q (15738.350000 sec): 3 clusters
  Score: Raw -416309.786388 + Penalty 2690.406645 = -413619.379743
  nChanged 63
		SP:Iteration 16Q (15738.370000 sec): 3 clusters
  Score: Raw -416361.056900 + Penalty 2690.406645 = -413670.650256
  nChanged 72
		SP:Iteration 17Q (15738.370000 sec): 3 clusters
  Score: Raw -416420.226639 + Penalty 2690.406645 = -413729.819995
  nChanged 82
		SP:Iteration 18Q (15738.390000 sec): 3 clusters
  Score: Raw -416475.865204 + Penalty 2690.406645 = -413785.458560
  nChanged 71
		SP:Iteration 19Q (15738.390000 sec): 3 clusters
  Score: Raw -416515.817740 + Penalty 2690.406645 = -413825.411096
  nChanged 56
		SP:Iteration 20F (15738.400000 sec): 3 clusters
  Score: Raw -416548.091028 + Penalty 2690.406645 = -413857.684384
  nChanged 45
		SP:Iteration 21Q (15738.410000 sec): 3 clusters
  Score: Raw -416566.812415 + Penalty 2690.406645 = -413876.405770
  nChanged 30
		SP:Iteration 22Q (15738.420000 sec): 3 clusters
  Score: Raw -416579.439291 + Penalty 2690.406645 = -413889.032647
  nChanged 33
		SP:Iteration 23Q (15738.430000 sec): 3 clusters
  Score: Raw -416595.978337 + Penalty 2690.406645 = -413905.571693
  nChanged 29
		SP:Iteration 24Q (15738.440000 sec): 3 clusters
  Score: Raw -416608.540120 + Penalty 2690.406645 = -413918.133476
  nChanged 25
		SP:Iteration 25Q (15738.450000 sec): 3 clusters
  Score: Raw -416618.009992 + Penalty 2690.406645 = -413927.603348
  nChanged 21
		SP:Iteration 26Q (15738.460000 sec): 3 clusters
  Score: Raw -416626.281996 + Penalty 2690.406645 = -413935.875351
  nChanged 19
		SP:Iteration 27Q (15738.470000 sec): 3 clusters
  Score: Raw -416633.536876 + Penalty 2690.406645 = -413943.130231
  nChanged 27
		SP:Iteration 28Q (15738.480000 sec): 3 clusters
  Score: Raw -416646.767048 + Penalty 2690.406645 = -413956.360403
  nChanged 28
		SP:Iteration 29Q (15738.490000 sec): 3 clusters
  Score: Raw -416660.835678 + Penalty 2690.406645 = -413970.429033
  nChanged 20
		SP:Iteration 30Q (15738.490000 sec): 3 clusters
  Score: Raw -416673.340528 + Penalty 2690.406645 = -413982.933884
  nChanged 21
		SP:Iteration 31Q (15738.500000 sec): 3 clusters
  Score: Raw -416682.461839 + Penalty 2690.406645 = -413992.055194
  nChanged 19
		SP:Iteration 32Q (15738.510000 sec): 3 clusters
  Score: Raw -416692.266237 + Penalty 2690.406645 = -414001.859592
  nChanged 16
		SP:Iteration 33Q (15738.520000 sec): 3 clusters
  Score: Raw -416699.692729 + Penalty 2690.406645 = -414009.286084
  nChanged 14
		SP:Iteration 34Q (15738.530000 sec): 3 clusters
  Score: Raw -416704.494606 + Penalty 2690.406645 = -414014.087961
  nChanged 14
		SP:Iteration 35Q (15738.540000 sec): 3 clusters
  Score: Raw -416709.625345 + Penalty 2690.406645 = -414019.218700
  nChanged 11
		SP:Iteration 36Q (15738.550000 sec): 3 clusters
  Score: Raw -416713.211373 + Penalty 2690.406645 = -414022.804729
  nChanged 8
		SP:Iteration 37Q (15738.560000 sec): 3 clusters
  Score: Raw -416716.567183 + Penalty 2690.406645 = -414026.160539
  nChanged 8
		SP:Iteration 38Q (15738.570000 sec): 3 clusters
  Score: Raw -416719.950480 + Penalty 2690.406645 = -414029.543835
  nChanged 7
		SP:Iteration 39Q (15738.570000 sec): 3 clusters
  Score: Raw -416722.082053 + Penalty 2690.406645 = -414031.675408
  nChanged 4
		SP:Iteration 40F (15738.590000 sec): 3 clusters
  Score: Raw -416722.737958 + Penalty 2690.406645 = -414032.331313
  nChanged 3
		SP:Iteration 41Q (15738.590000 sec): 3 clusters
  Score: Raw -416723.952392 + Penalty 2690.406645 = -414033.545747
  nChanged 6
		SP:Iteration 42Q (15738.600000 sec): 3 clusters
  Score: Raw -416726.428362 + Penalty 2690.406645 = -414036.021717
  nChanged 2
		SP:Iteration 43Q (15738.610000 sec): 3 clusters
  Score: Raw -416727.357729 + Penalty 2690.406645 = -414036.951084
  nChanged 1
		SP:Iteration 44Q (15738.620000 sec): 3 clusters
  Score: Raw -416727.505509 + Penalty 2690.406645 = -414037.098865
  nChanged 0
		SP:Iteration 45F (15738.630000 sec): 3 clusters
  Score: Raw -416727.505509 + Penalty 2690.406645 = -414037.098865
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15738.640000 sec): 2 clusters
  Score: Raw -133104.057162 + Penalty 1185.777288 = -131918.279874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15738.640000 sec): 3 clusters
  Score: Raw -132581.917352 + Penalty 2371.554577 = -130210.362775
  nChanged 493
		SP:Iteration 1F (15738.650000 sec): 3 clusters
  Score: Raw -132973.261278 + Penalty 2371.554577 = -130601.706701
  nChanged 126
		SP:Iteration 2F (15738.650000 sec): 3 clusters
  Score: Raw -133133.352012 + Penalty 2371.554577 = -130761.797435
  nChanged 108
		SP:Iteration 3F (15738.650000 sec): 3 clusters
  Score: Raw -133255.371002 + Penalty 2371.554577 = -130883.816425
  nChanged 63
		SP:Iteration 4Q (15738.660000 sec): 3 clusters
  Score: Raw -133318.260006 + Penalty 2371.554577 = -130946.705430
  nChanged 42
		SP:Iteration 5Q (15738.660000 sec): 3 clusters
  Score: Raw -133368.144669 + Penalty 2371.554577 = -130996.590092
  nChanged 47
		SP:Iteration 6Q (15738.670000 sec): 3 clusters
  Score: Raw -133418.629302 + Penalty 2371.554577 = -131047.074725
  nChanged 36
		SP:Iteration 7Q (15738.670000 sec): 3 clusters
  Score: Raw -133463.677693 + Penalty 2371.554577 = -131092.123117
  nChanged 37
		SP:Iteration 8Q (15738.670000 sec): 3 clusters
  Score: Raw -133500.999818 + Penalty 2371.554577 = -131129.445241
  nChanged 29
		SP:Iteration 9Q (15738.670000 sec): 3 clusters
  Score: Raw -133529.374225 + Penalty 2371.554577 = -131157.819648
  nChanged 31
		SP:Iteration 10Q (15738.680000 sec): 3 clusters
  Score: Raw -133549.254687 + Penalty 2371.554577 = -131177.700110
  nChanged 19
		SP:Iteration 11Q (15738.680000 sec): 3 clusters
  Score: Raw -133567.336000 + Penalty 2371.554577 = -131195.781424
  nChanged 14
		SP:Iteration 12Q (15738.690000 sec): 3 clusters
  Score: Raw -133579.957618 + Penalty 2371.554577 = -131208.403041
  nChanged 11
		SP:Iteration 13Q (15738.690000 sec): 3 clusters
  Score: Raw -133588.312570 + Penalty 2371.554577 = -131216.757993
  nChanged 9
		SP:Iteration 14Q (15738.690000 sec): 3 clusters
  Score: Raw -133599.195634 + Penalty 2371.554577 = -131227.641057
  nChanged 8
		SP:Iteration 15Q (15738.700000 sec): 3 clusters
  Score: Raw -133604.876462 + Penalty 2371.554577 = -131233.321885
  nChanged 6
		SP:Iteration 16Q (15738.700000 sec): 3 clusters
  Score: Raw -133610.602185 + Penalty 2371.554577 = -131239.047609
  nChanged 4
		SP:Iteration 17Q (15738.700000 sec): 3 clusters
  Score: Raw -133613.937732 + Penalty 2371.554577 = -131242.383155
  nChanged 5
		SP:Iteration 18Q (15738.710000 sec): 3 clusters
  Score: Raw -133618.576826 + Penalty 2371.554577 = -131247.022250
  nChanged 6
		SP:Iteration 19Q (15738.710000 sec): 3 clusters
  Score: Raw -133622.750190 + Penalty 2371.554577 = -131251.195614
  nChanged 8
		SP:Iteration 20F (15738.710000 sec): 3 clusters
  Score: Raw -133628.214342 + Penalty 2371.554577 = -131256.659765
  nChanged 5
		SP:Iteration 21Q (15738.720000 sec): 3 clusters
  Score: Raw -133630.995759 + Penalty 2371.554577 = -131259.441183
  nChanged 3
		SP:Iteration 22Q (15738.720000 sec): 3 clusters
  Score: Raw -133632.909023 + Penalty 2371.554577 = -131261.354447
  nChanged 1
		SP:Iteration 23Q (15738.730000 sec): 3 clusters
  Score: Raw -133633.321423 + Penalty 2371.554577 = -131261.766846
  nChanged 1
		SP:Iteration 24Q (15738.730000 sec): 3 clusters
  Score: Raw -133633.574850 + Penalty 2371.554577 = -131262.020274
  nChanged 0
		SP:Iteration 25F (15738.730000 sec): 3 clusters
  Score: Raw -133633.574850 + Penalty 2371.554577 = -131262.020274
  nChanged 0
Iteration 459Q (15749.650000 sec): 79 clusters
  Score: Raw -155816917.480044 + Penalty 179202.892427 = -155637714.587617
  nChanged 51
Iteration 460F (15845.120000 sec): 79 clusters
  Score: Raw -155816921.782616 + Penalty 179202.892427 = -155637718.890189
  nChanged 52
Iteration 461Q (15856.050000 sec): 79 clusters
  Score: Raw -155816926.556488 + Penalty 179202.892427 = -155637723.664061
  nChanged 45
Iteration 462Q (15867.120000 sec): 79 clusters
  Score: Raw -155816930.035987 + Penalty 179202.892427 = -155637727.143560
  nChanged 48
Iteration 463Q (15878.060000 sec): 79 clusters
  Score: Raw -155816933.959777 + Penalty 179202.892427 = -155637731.067350
  nChanged 42
Iteration 464Q (15889.110000 sec): 79 clusters
  Score: Raw -155816937.626866 + Penalty 179202.892427 = -155637734.734439
  nChanged 35
Iteration 465Q (15900.090000 sec): 79 clusters
  Score: Raw -155816940.773272 + Penalty 179202.892427 = -155637737.880845
  nChanged 39
Iteration 466Q (15911.150000 sec): 79 clusters
  Score: Raw -155816943.282329 + Penalty 179202.892427 = -155637740.389902
  nChanged 37
Iteration 467Q (15922.120000 sec): 79 clusters
  Score: Raw -155816944.919490 + Penalty 179202.892427 = -155637742.027063
  nChanged 35
Iteration 468Q (15933.150000 sec): 79 clusters
  Score: Raw -155816946.593710 + Penalty 179202.892427 = -155637743.701283
  nChanged 29
Iteration 469Q (15944.180000 sec): 79 clusters
  Score: Raw -155816947.878824 + Penalty 179202.892427 = -155637744.986397
  nChanged 21
Iteration 470Q (15955.200000 sec): 79 clusters
  Score: Raw -155816948.761989 + Penalty 179202.892427 = -155637745.869562
  nChanged 22
Iteration 471Q (15966.140000 sec): 79 clusters
  Score: Raw -155816949.355056 + Penalty 179202.892427 = -155637746.462629
  nChanged 25
Iteration 472Q (15977.060000 sec): 79 clusters
  Score: Raw -155816949.996321 + Penalty 179202.892427 = -155637747.103894
  nChanged 23
Iteration 473Q (15987.900000 sec): 79 clusters
  Score: Raw -155816950.698605 + Penalty 179202.892427 = -155637747.806178
  nChanged 20
Iteration 474Q (15998.800000 sec): 79 clusters
  Score: Raw -155816951.189035 + Penalty 179202.892427 = -155637748.296608
  nChanged 18
Iteration 475Q (16009.750000 sec): 79 clusters
  Score: Raw -155816951.623036 + Penalty 179202.892427 = -155637748.730609
  nChanged 14
Iteration 476Q (16020.610000 sec): 79 clusters
  Score: Raw -155816951.851248 + Penalty 179202.892427 = -155637748.958821
  nChanged 10
Iteration 477Q (16031.520000 sec): 79 clusters
  Score: Raw -155816952.048826 + Penalty 179202.892427 = -155637749.156399
  nChanged 7
Iteration 478Q (16042.370000 sec): 79 clusters
  Score: Raw -155816952.143394 + Penalty 179202.892427 = -155637749.250968
  nChanged 6
Iteration 479Q (16053.250000 sec): 79 clusters
  Score: Raw -155816952.257980 + Penalty 179202.892427 = -155637749.365553
  nChanged 4
Iteration 480F (16148.460000 sec): 79 clusters
  Score: Raw -155816952.355334 + Penalty 179202.892427 = -155637749.462907
  nChanged 5
Iteration 481Q (16158.640000 sec): 79 clusters
  Score: Raw -155816952.447935 + Penalty 179202.892427 = -155637749.555508
  nChanged 1
Iteration 482Q (16168.890000 sec): 79 clusters
  Score: Raw -155816952.458994 + Penalty 179202.892427 = -155637749.566567
  nChanged 2
Iteration 483Q (16179.020000 sec): 79 clusters
  Score: Raw -155816952.561796 + Penalty 179202.892427 = -155637749.669369
  nChanged 6
Iteration 484Q (16189.040000 sec): 79 clusters
  Score: Raw -155816952.693118 + Penalty 179202.892427 = -155637749.800691
  nChanged 4
Iteration 485Q (16199.290000 sec): 79 clusters
  Score: Raw -155816952.819316 + Penalty 179202.892427 = -155637749.926889
  nChanged 3
Iteration 486Q (16209.730000 sec): 79 clusters
  Score: Raw -155816952.983475 + Penalty 179202.892427 = -155637750.091048
  nChanged 3
Iteration 487Q (16219.900000 sec): 79 clusters
  Score: Raw -155816953.107306 + Penalty 179202.892427 = -155637750.214879
  nChanged 4
Iteration 488Q (16229.980000 sec): 79 clusters
  Score: Raw -155816953.155991 + Penalty 179202.892427 = -155637750.263564
  nChanged 4
Iteration 489Q (16240.280000 sec): 79 clusters
  Score: Raw -155816953.244340 + Penalty 179202.892427 = -155637750.351913
  nChanged 3
Iteration 490Q (16250.190000 sec): 79 clusters
  Score: Raw -155816953.267285 + Penalty 179202.892427 = -155637750.374858
  nChanged 6
Iteration 491Q (16260.450000 sec): 79 clusters
  Score: Raw -155816953.333033 + Penalty 179202.892427 = -155637750.440606
  nChanged 6
Iteration 492Q (16271.250000 sec): 79 clusters
  Score: Raw -155816953.411571 + Penalty 179202.892427 = -155637750.519144
  nChanged 2
Iteration 493Q (16282.200000 sec): 79 clusters
  Score: Raw -155816953.435621 + Penalty 179202.892427 = -155637750.543194
  nChanged 0
Iteration 494F (16376.920000 sec): 79 clusters
  Score: Raw -155816953.435621 + Penalty 179202.892427 = -155637750.543194
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155816953.435621 + Penalty 179202.892427 = -155637750.543194
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16378.390000 sec): 2 clusters
  Score: Raw -7376700.964578 + Penalty 1797.269036 = -7374903.695542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16378.570000 sec): 3 clusters
  Score: Raw -7336047.181484 + Penalty 3594.538072 = -7332452.643412
  nChanged 30110
		SP:Iteration 1F (16378.730000 sec): 3 clusters
  Score: Raw -7353850.433025 + Penalty 3594.538072 = -7350255.894952
  nChanged 2657
		SP:Iteration 2Q (16378.910000 sec): 3 clusters
  Score: Raw -7354684.073236 + Penalty 3594.538072 = -7351089.535164
  nChanged 2869
		SP:Iteration 3Q (16379.090000 sec): 3 clusters
  Score: Raw -7355712.216935 + Penalty 3594.538072 = -7352117.678863
  nChanged 3114
		SP:Iteration 4Q (16379.260000 sec): 3 clusters
  Score: Raw -7356924.225124 + Penalty 3594.538072 = -7353329.687051
  nChanged 3285
		SP:Iteration 5F (16379.430000 sec): 3 clusters
  Score: Raw -7358326.485765 + Penalty 3594.538072 = -7354731.947692
  nChanged 3457
		SP:Iteration 6F (16379.600000 sec): 3 clusters
  Score: Raw -7359903.467819 + Penalty 3594.538072 = -7356308.929746
  nChanged 3473
		SP:Iteration 7F (16379.770000 sec): 3 clusters
  Score: Raw -7361558.943757 + Penalty 3594.538072 = -7357964.405685
  nChanged 3328
		SP:Iteration 8F (16379.940000 sec): 3 clusters
  Score: Raw -7363216.155843 + Penalty 3594.538072 = -7359621.617771
  nChanged 3141
		SP:Iteration 9Q (16380.120000 sec): 3 clusters
  Score: Raw -7364874.140982 + Penalty 3594.538072 = -7361279.602910
  nChanged 2956
		SP:Iteration 10Q (16380.290000 sec): 3 clusters
  Score: Raw -7366636.595057 + Penalty 3594.538072 = -7363042.056985
  nChanged 2910
		SP:Iteration 11Q (16380.470000 sec): 3 clusters
  Score: Raw -7368601.897386 + Penalty 3594.538072 = -7365007.359314
  nChanged 2775
		SP:Iteration 12Q (16380.640000 sec): 3 clusters
  Score: Raw -7370711.554495 + Penalty 3594.538072 = -7367117.016423
  nChanged 2522
		SP:Iteration 13Q (16380.810000 sec): 3 clusters
  Score: Raw -7372902.006721 + Penalty 3594.538072 = -7369307.468648
  nChanged 1948
		SP:Iteration 14Q (16380.980000 sec): 3 clusters
  Score: Raw -7374640.067423 + Penalty 3594.538072 = -7371045.529351
  nChanged 1230
		SP:Iteration 15Q (16381.140000 sec): 3 clusters
  Score: Raw -7375701.012287 + Penalty 3594.538072 = -7372106.474214
  nChanged 672
		SP:Iteration 16Q (16381.290000 sec): 3 clusters
  Score: Raw -7376278.288146 + Penalty 3594.538072 = -7372683.750073
  nChanged 321
		SP:Iteration 17Q (16381.430000 sec): 3 clusters
  Score: Raw -7376552.294205 + Penalty 3594.538072 = -7372957.756132
  nChanged 170
		SP:Iteration 18Q (16381.550000 sec): 3 clusters
  Score: Raw -7376694.731975 + Penalty 3594.538072 = -7373100.193903
  nChanged 83
		SP:Iteration 19Q (16381.680000 sec): 3 clusters
  Score: Raw -7376776.281914 + Penalty 3594.538072 = -7373181.743842
  nChanged 55
		SP:Iteration 20F (16381.850000 sec): 3 clusters
  Score: Raw -7376829.743683 + Penalty 3594.538072 = -7373235.205611
  nChanged 36
		SP:Iteration 21Q (16381.970000 sec): 3 clusters
  Score: Raw -7376858.667404 + Penalty 3594.538072 = -7373264.129332
  nChanged 31
		SP:Iteration 22Q (16382.090000 sec): 3 clusters
  Score: Raw -7376886.020164 + Penalty 3594.538072 = -7373291.482092
  nChanged 20
		SP:Iteration 23Q (16382.210000 sec): 3 clusters
  Score: Raw -7376900.640049 + Penalty 3594.538072 = -7373306.101977
  nChanged 14
		SP:Iteration 24Q (16382.330000 sec): 3 clusters
  Score: Raw -7376910.823803 + Penalty 3594.538072 = -7373316.285731
  nChanged 9
		SP:Iteration 25Q (16382.460000 sec): 3 clusters
  Score: Raw -7376918.941867 + Penalty 3594.538072 = -7373324.403794
  nChanged 5
		SP:Iteration 26Q (16382.580000 sec): 3 clusters
  Score: Raw -7376922.668798 + Penalty 3594.538072 = -7373328.130725
  nChanged 4
		SP:Iteration 27Q (16382.700000 sec): 3 clusters
  Score: Raw -7376924.509990 + Penalty 3594.538072 = -7373329.971918
  nChanged 2
		SP:Iteration 28Q (16382.820000 sec): 3 clusters
  Score: Raw -7376926.219174 + Penalty 3594.538072 = -7373331.681102
  nChanged 4
		SP:Iteration 29Q (16382.940000 sec): 3 clusters
  Score: Raw -7376929.105941 + Penalty 3594.538072 = -7373334.567869
  nChanged 1
		SP:Iteration 30Q (16383.060000 sec): 3 clusters
  Score: Raw -7376930.206791 + Penalty 3594.538072 = -7373335.668719
  nChanged 2
		SP:Iteration 31Q (16383.180000 sec): 3 clusters
  Score: Raw -7376931.477054 + Penalty 3594.538072 = -7373336.938982
  nChanged 2
		SP:Iteration 32Q (16383.300000 sec): 3 clusters
  Score: Raw -7376933.514333 + Penalty 3594.538072 = -7373338.976261
  nChanged 4
		SP:Iteration 33Q (16383.420000 sec): 3 clusters
  Score: Raw -7376936.104339 + Penalty 3594.538072 = -7373341.566267
  nChanged 1
		SP:Iteration 34Q (16383.540000 sec): 3 clusters
  Score: Raw -7376936.790395 + Penalty 3594.538072 = -7373342.252323
  nChanged 1
		SP:Iteration 35Q (16383.660000 sec): 3 clusters
  Score: Raw -7376937.954697 + Penalty 3594.538072 = -7373343.416625
  nChanged 0
		SP:Iteration 36F (16383.830000 sec): 3 clusters
  Score: Raw -7376937.954697 + Penalty 3594.538072 = -7373343.416625
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16383.930000 sec): 2 clusters
  Score: Raw -52731.811292 + Penalty 1030.594731 = -51701.216562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16383.930000 sec): 3 clusters
  Score: Raw -52668.623096 + Penalty 2061.189461 = -50607.433635
  nChanged 154
		SP:Iteration 1F (16383.930000 sec): 3 clusters
  Score: Raw -52843.878239 + Penalty 2061.189461 = -50782.688777
  nChanged 30
		SP:Iteration 2F (16383.940000 sec): 3 clusters
  Score: Raw -52925.497117 + Penalty 2061.189461 = -50864.307656
  nChanged 21
		SP:Iteration 3Q (16383.940000 sec): 3 clusters
  Score: Raw -52956.287378 + Penalty 2061.189461 = -50895.097917
  nChanged 14
		SP:Iteration 4Q (16383.940000 sec): 3 clusters
  Score: Raw -52979.403742 + Penalty 2061.189461 = -50918.214281
  nChanged 8
		SP:Iteration 5Q (16383.940000 sec): 3 clusters
  Score: Raw -52993.836570 + Penalty 2061.189461 = -50932.647109
  nChanged 4
		SP:Iteration 6Q (16383.950000 sec): 3 clusters
  Score: Raw -53000.158433 + Penalty 2061.189461 = -50938.968972
  nChanged 7
		SP:Iteration 7Q (16383.950000 sec): 3 clusters
  Score: Raw -53008.314743 + Penalty 2061.189461 = -50947.125282
  nChanged 5
		SP:Iteration 8Q (16383.950000 sec): 3 clusters
  Score: Raw -53014.244847 + Penalty 2061.189461 = -50953.055386
  nChanged 5
		SP:Iteration 9Q (16383.950000 sec): 3 clusters
  Score: Raw -53018.992847 + Penalty 2061.189461 = -50957.803386
  nChanged 1
		SP:Iteration 10Q (16383.950000 sec): 3 clusters
  Score: Raw -53019.532849 + Penalty 2061.189461 = -50958.343388
  nChanged 2
		SP:Iteration 11Q (16383.950000 sec): 3 clusters
  Score: Raw -53024.103050 + Penalty 2061.189461 = -50962.913589
  nChanged 0
		SP:Iteration 12F (16383.950000 sec): 3 clusters
  Score: Raw -53024.103050 + Penalty 2061.189461 = -50962.913589
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16383.980000 sec): 2 clusters
  Score: Raw -447890.248639 + Penalty 1345.615550 = -446544.633089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16383.990000 sec): 3 clusters
  Score: Raw -445948.068824 + Penalty 2691.231100 = -443256.837725
  nChanged 1537
		SP:Iteration 1F (16384.000000 sec): 3 clusters
  Score: Raw -446896.964839 + Penalty 2691.231100 = -444205.733739
  nChanged 337
		SP:Iteration 2F (16384.010000 sec): 3 clusters
  Score: Raw -447226.850418 + Penalty 2691.231100 = -444535.619319
  nChanged 299
		SP:Iteration 3F (16384.020000 sec): 3 clusters
  Score: Raw -447543.350077 + Penalty 2691.231100 = -444852.118977
  nChanged 261
		SP:Iteration 4F (16384.030000 sec): 3 clusters
  Score: Raw -447802.886946 + Penalty 2691.231100 = -445111.655847
  nChanged 243
		SP:Iteration 5F (16384.050000 sec): 3 clusters
  Score: Raw -448035.129212 + Penalty 2691.231100 = -445343.898112
  nChanged 205
		SP:Iteration 6F (16384.060000 sec): 3 clusters
  Score: Raw -448177.224276 + Penalty 2691.231100 = -445485.993177
  nChanged 153
		SP:Iteration 7Q (16384.080000 sec): 3 clusters
  Score: Raw -448266.136497 + Penalty 2691.231100 = -445574.905397
  nChanged 126
		SP:Iteration 8Q (16384.080000 sec): 3 clusters
  Score: Raw -448336.568758 + Penalty 2691.231100 = -445645.337658
  nChanged 83
		SP:Iteration 9Q (16384.100000 sec): 3 clusters
  Score: Raw -448373.572729 + Penalty 2691.231100 = -445682.341630
  nChanged 69
		SP:Iteration 10Q (16384.100000 sec): 3 clusters
  Score: Raw -448410.411318 + Penalty 2691.231100 = -445719.180219
  nChanged 61
		SP:Iteration 11Q (16384.120000 sec): 3 clusters
  Score: Raw -448439.953839 + Penalty 2691.231100 = -445748.722739
  nChanged 53
		SP:Iteration 12Q (16384.130000 sec): 3 clusters
  Score: Raw -448459.715147 + Penalty 2691.231100 = -445768.484047
  nChanged 36
		SP:Iteration 13Q (16384.150000 sec): 3 clusters
  Score: Raw -448472.820390 + Penalty 2691.231100 = -445781.589290
  nChanged 21
		SP:Iteration 14Q (16384.150000 sec): 3 clusters
  Score: Raw -448480.775535 + Penalty 2691.231100 = -445789.544435
  nChanged 18
		SP:Iteration 15Q (16384.170000 sec): 3 clusters
  Score: Raw -448487.367719 + Penalty 2691.231100 = -445796.136620
  nChanged 10
		SP:Iteration 16Q (16384.170000 sec): 3 clusters
  Score: Raw -448489.763416 + Penalty 2691.231100 = -445798.532316
  nChanged 6
		SP:Iteration 17Q (16384.180000 sec): 3 clusters
  Score: Raw -448491.313313 + Penalty 2691.231100 = -445800.082213
  nChanged 5
		SP:Iteration 18Q (16384.190000 sec): 3 clusters
  Score: Raw -448492.733349 + Penalty 2691.231100 = -445801.502249
  nChanged 3
		SP:Iteration 19Q (16384.210000 sec): 3 clusters
  Score: Raw -448493.168043 + Penalty 2691.231100 = -445801.936944
  nChanged 1
		SP:Iteration 20F (16384.220000 sec): 3 clusters
  Score: Raw -448493.590660 + Penalty 2691.231100 = -445802.359561
  nChanged 1
		SP:Iteration 21Q (16384.230000 sec): 3 clusters
  Score: Raw -448494.173438 + Penalty 2691.231100 = -445802.942339
  nChanged 1
		SP:Iteration 22Q (16384.240000 sec): 3 clusters
  Score: Raw -448494.301179 + Penalty 2691.231100 = -445803.070079
  nChanged 1
		SP:Iteration 23Q (16384.250000 sec): 3 clusters
  Score: Raw -448494.819399 + Penalty 2691.231100 = -445803.588299
  nChanged 1
		SP:Iteration 24Q (16384.260000 sec): 3 clusters
  Score: Raw -448495.092419 + Penalty 2691.231100 = -445803.861320
  nChanged 1
		SP:Iteration 25Q (16384.270000 sec): 3 clusters
  Score: Raw -448495.387041 + Penalty 2691.231100 = -445804.155941
  nChanged 1
		SP:Iteration 26Q (16384.280000 sec): 3 clusters
  Score: Raw -448495.719752 + Penalty 2691.231100 = -445804.488652
  nChanged 1
		SP:Iteration 27Q (16384.290000 sec): 3 clusters
  Score: Raw -448496.096968 + Penalty 2691.231100 = -445804.865869
  nChanged 0
		SP:Iteration 28F (16384.300000 sec): 3 clusters
  Score: Raw -448496.096968 + Penalty 2691.231100 = -445804.865869
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16384.320000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16384.320000 sec): 3 clusters
  Score: Raw -40532.158343 + Penalty 1919.242601 = -38612.915742
  nChanged 70
		SP:Iteration 1F (16384.320000 sec): 3 clusters
  Score: Raw -40639.461108 + Penalty 1919.242601 = -38720.218507
  nChanged 17
		SP:Iteration 2Q (16384.330000 sec): 3 clusters
  Score: Raw -40670.623177 + Penalty 1919.242601 = -38751.380576
  nChanged 13
		SP:Iteration 3Q (16384.330000 sec): 3 clusters
  Score: Raw -40693.654437 + Penalty 1919.242601 = -38774.411836
  nChanged 6
		SP:Iteration 4Q (16384.330000 sec): 3 clusters
  Score: Raw -40721.106805 + Penalty 1919.242601 = -38801.864204
  nChanged 3
		SP:Iteration 5Q (16384.330000 sec): 3 clusters
  Score: Raw -40730.620130 + Penalty 1919.242601 = -38811.377529
  nChanged 5
		SP:Iteration 6Q (16384.330000 sec): 3 clusters
  Score: Raw -40740.449814 + Penalty 1919.242601 = -38821.207213
  nChanged 2
		SP:Iteration 7Q (16384.330000 sec): 3 clusters
  Score: Raw -40743.707048 + Penalty 1919.242601 = -38824.464448
  nChanged 1
		SP:Iteration 8Q (16384.340000 sec): 3 clusters
  Score: Raw -40744.378172 + Penalty 1919.242601 = -38825.135571
  nChanged 0
		SP:Iteration 9F (16384.340000 sec): 3 clusters
  Score: Raw -40744.378172 + Penalty 1919.242601 = -38825.135571
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16384.960000 sec): 2 clusters
  Score: Raw -1161198.482071 + Penalty 1501.767349 = -1159696.714722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16384.990000 sec): 3 clusters
  Score: Raw -1155348.858962 + Penalty 3003.534697 = -1152345.324265
  nChanged 4529
		SP:Iteration 1F (16385.020000 sec): 3 clusters
  Score: Raw -1157964.427691 + Penalty 3003.534697 = -1154960.892994
  nChanged 822
		SP:Iteration 2F (16385.050000 sec): 3 clusters
  Score: Raw -1158616.620647 + Penalty 3003.534697 = -1155613.085950
  nChanged 832
		SP:Iteration 3F (16385.080000 sec): 3 clusters
  Score: Raw -1159335.030563 + Penalty 3003.534697 = -1156331.495866
  nChanged 787
		SP:Iteration 4F (16385.100000 sec): 3 clusters
  Score: Raw -1159940.420009 + Penalty 3003.534697 = -1156936.885312
  nChanged 671
		SP:Iteration 5F (16385.130000 sec): 3 clusters
  Score: Raw -1160340.939447 + Penalty 3003.534697 = -1157337.404750
  nChanged 495
		SP:Iteration 6Q (16385.150000 sec): 3 clusters
  Score: Raw -1160598.131523 + Penalty 3003.534697 = -1157594.596826
  nChanged 370
		SP:Iteration 7Q (16385.180000 sec): 3 clusters
  Score: Raw -1160778.449560 + Penalty 3003.534697 = -1157774.914863
  nChanged 338
		SP:Iteration 8Q (16385.210000 sec): 3 clusters
  Score: Raw -1160962.700573 + Penalty 3003.534697 = -1157959.165875
  nChanged 316
		SP:Iteration 9Q (16385.240000 sec): 3 clusters
  Score: Raw -1161140.871557 + Penalty 3003.534697 = -1158137.336860
  nChanged 325
		SP:Iteration 10Q (16385.270000 sec): 3 clusters
  Score: Raw -1161339.925432 + Penalty 3003.534697 = -1158336.390735
  nChanged 314
		SP:Iteration 11Q (16385.290000 sec): 3 clusters
  Score: Raw -1161505.991277 + Penalty 3003.534697 = -1158502.456580
  nChanged 260
		SP:Iteration 12Q (16385.320000 sec): 3 clusters
  Score: Raw -1161609.777277 + Penalty 3003.534697 = -1158606.242580
  nChanged 179
		SP:Iteration 13Q (16385.340000 sec): 3 clusters
  Score: Raw -1161668.655912 + Penalty 3003.534697 = -1158665.121215
  nChanged 134
		SP:Iteration 14Q (16385.370000 sec): 3 clusters
  Score: Raw -1161708.422543 + Penalty 3003.534697 = -1158704.887846
  nChanged 97
		SP:Iteration 15Q (16385.390000 sec): 3 clusters
  Score: Raw -1161733.789980 + Penalty 3003.534697 = -1158730.255283
  nChanged 86
		SP:Iteration 16Q (16385.420000 sec): 3 clusters
  Score: Raw -1161757.967413 + Penalty 3003.534697 = -1158754.432716
  nChanged 81
		SP:Iteration 17Q (16385.440000 sec): 3 clusters
  Score: Raw -1161774.711434 + Penalty 3003.534697 = -1158771.176736
  nChanged 52
		SP:Iteration 18Q (16385.470000 sec): 3 clusters
  Score: Raw -1161783.705156 + Penalty 3003.534697 = -1158780.170459
  nChanged 35
		SP:Iteration 19Q (16385.490000 sec): 3 clusters
  Score: Raw -1161788.606613 + Penalty 3003.534697 = -1158785.071916
  nChanged 28
		SP:Iteration 20F (16385.520000 sec): 3 clusters
  Score: Raw -1161793.307729 + Penalty 3003.534697 = -1158789.773032
  nChanged 23
		SP:Iteration 21Q (16385.540000 sec): 3 clusters
  Score: Raw -1161796.363445 + Penalty 3003.534697 = -1158792.828748
  nChanged 13
		SP:Iteration 22Q (16385.570000 sec): 3 clusters
  Score: Raw -1161798.598022 + Penalty 3003.534697 = -1158795.063325
  nChanged 19
		SP:Iteration 23Q (16385.590000 sec): 3 clusters
  Score: Raw -1161801.750824 + Penalty 3003.534697 = -1158798.216127
  nChanged 15
		SP:Iteration 24Q (16385.620000 sec): 3 clusters
  Score: Raw -1161803.717324 + Penalty 3003.534697 = -1158800.182627
  nChanged 12
		SP:Iteration 25Q (16385.640000 sec): 3 clusters
  Score: Raw -1161804.783050 + Penalty 3003.534697 = -1158801.248353
  nChanged 10
		SP:Iteration 26Q (16385.670000 sec): 3 clusters
  Score: Raw -1161805.690873 + Penalty 3003.534697 = -1158802.156175
  nChanged 6
		SP:Iteration 27Q (16385.690000 sec): 3 clusters
  Score: Raw -1161806.336794 + Penalty 3003.534697 = -1158802.802097
  nChanged 5
		SP:Iteration 28Q (16385.720000 sec): 3 clusters
  Score: Raw -1161807.383592 + Penalty 3003.534697 = -1158803.848895
  nChanged 9
		SP:Iteration 29Q (16385.750000 sec): 3 clusters
  Score: Raw -1161808.719959 + Penalty 3003.534697 = -1158805.185262
  nChanged 8
		SP:Iteration 30Q (16385.770000 sec): 3 clusters
  Score: Raw -1161809.790958 + Penalty 3003.534697 = -1158806.256261
  nChanged 6
		SP:Iteration 31Q (16385.790000 sec): 3 clusters
  Score: Raw -1161810.499071 + Penalty 3003.534697 = -1158806.964374
  nChanged 4
		SP:Iteration 32Q (16385.820000 sec): 3 clusters
  Score: Raw -1161811.387889 + Penalty 3003.534697 = -1158807.853192
  nChanged 12
		SP:Iteration 33Q (16385.840000 sec): 3 clusters
  Score: Raw -1161813.388046 + Penalty 3003.534697 = -1158809.853349
  nChanged 16
		SP:Iteration 34Q (16385.870000 sec): 3 clusters
  Score: Raw -1161818.878042 + Penalty 3003.534697 = -1158815.343345
  nChanged 19
		SP:Iteration 35Q (16385.890000 sec): 3 clusters
  Score: Raw -1161824.133807 + Penalty 3003.534697 = -1158820.599110
  nChanged 19
		SP:Iteration 36Q (16385.920000 sec): 3 clusters
  Score: Raw -1161828.139647 + Penalty 3003.534697 = -1158824.604950
  nChanged 18
		SP:Iteration 37Q (16385.940000 sec): 3 clusters
  Score: Raw -1161831.877638 + Penalty 3003.534697 = -1158828.342941
  nChanged 23
		SP:Iteration 38Q (16385.970000 sec): 3 clusters
  Score: Raw -1161835.815956 + Penalty 3003.534697 = -1158832.281259
  nChanged 16
		SP:Iteration 39Q (16385.990000 sec): 3 clusters
  Score: Raw -1161838.761795 + Penalty 3003.534697 = -1158835.227097
  nChanged 12
		SP:Iteration 40F (16386.020000 sec): 3 clusters
  Score: Raw -1161840.201222 + Penalty 3003.534697 = -1158836.666525
  nChanged 6
		SP:Iteration 41Q (16386.040000 sec): 3 clusters
  Score: Raw -1161840.744693 + Penalty 3003.534697 = -1158837.209996
  nChanged 4
		SP:Iteration 42Q (16386.070000 sec): 3 clusters
  Score: Raw -1161841.135622 + Penalty 3003.534697 = -1158837.600925
  nChanged 5
		SP:Iteration 43Q (16386.100000 sec): 3 clusters
  Score: Raw -1161841.478224 + Penalty 3003.534697 = -1158837.943526
  nChanged 1
		SP:Iteration 44Q (16386.130000 sec): 3 clusters
  Score: Raw -1161841.560524 + Penalty 3003.534697 = -1158838.025827
  nChanged 2
		SP:Iteration 45Q (16386.150000 sec): 3 clusters
  Score: Raw -1161841.628203 + Penalty 3003.534697 = -1158838.093505
  nChanged 0
		SP:Iteration 46F (16386.180000 sec): 3 clusters
  Score: Raw -1161841.628203 + Penalty 3003.534697 = -1158838.093505
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16386.520000 sec): 2 clusters
  Score: Raw -2371056.880742 + Penalty 1622.573475 = -2369434.307267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16386.590000 sec): 3 clusters
  Score: Raw -2357873.504963 + Penalty 3245.146950 = -2354628.358013
  nChanged 9854
		SP:Iteration 1F (16386.660000 sec): 3 clusters
  Score: Raw -2363557.801056 + Penalty 3245.146950 = -2360312.654105
  nChanged 1287
		SP:Iteration 2F (16386.710000 sec): 3 clusters
  Score: Raw -2364093.207610 + Penalty 3245.146950 = -2360848.060660
  nChanged 1191
		SP:Iteration 3F (16386.790000 sec): 3 clusters
  Score: Raw -2364597.636522 + Penalty 3245.146950 = -2361352.489572
  nChanged 1117
		SP:Iteration 4F (16386.860000 sec): 3 clusters
  Score: Raw -2365073.530973 + Penalty 3245.146950 = -2361828.384023
  nChanged 1093
		SP:Iteration 5F (16386.940000 sec): 3 clusters
  Score: Raw -2365592.960140 + Penalty 3245.146950 = -2362347.813190
  nChanged 1035
		SP:Iteration 6Q (16387.000000 sec): 3 clusters
  Score: Raw -2366144.213465 + Penalty 3245.146950 = -2362899.066514
  nChanged 1078
		SP:Iteration 7Q (16387.070000 sec): 3 clusters
  Score: Raw -2366744.477784 + Penalty 3245.146950 = -2363499.330834
  nChanged 1043
		SP:Iteration 8Q (16387.120000 sec): 3 clusters
  Score: Raw -2367380.343130 + Penalty 3245.146950 = -2364135.196179
  nChanged 952
		SP:Iteration 9Q (16387.180000 sec): 3 clusters
  Score: Raw -2367955.129047 + Penalty 3245.146950 = -2364709.982096
  nChanged 859
		SP:Iteration 10Q (16387.250000 sec): 3 clusters
  Score: Raw -2368405.451532 + Penalty 3245.146950 = -2365160.304582
  nChanged 697
		SP:Iteration 11Q (16387.310000 sec): 3 clusters
  Score: Raw -2368729.257703 + Penalty 3245.146950 = -2365484.110753
  nChanged 569
		SP:Iteration 12Q (16387.370000 sec): 3 clusters
  Score: Raw -2368933.905710 + Penalty 3245.146950 = -2365688.758760
  nChanged 397
		SP:Iteration 13Q (16387.420000 sec): 3 clusters
  Score: Raw -2369036.295181 + Penalty 3245.146950 = -2365791.148231
  nChanged 269
		SP:Iteration 14Q (16387.470000 sec): 3 clusters
  Score: Raw -2369096.629132 + Penalty 3245.146950 = -2365851.482181
  nChanged 197
		SP:Iteration 15Q (16387.520000 sec): 3 clusters
  Score: Raw -2369135.837806 + Penalty 3245.146950 = -2365890.690856
  nChanged 155
		SP:Iteration 16Q (16387.570000 sec): 3 clusters
  Score: Raw -2369164.253233 + Penalty 3245.146950 = -2365919.106283
  nChanged 145
		SP:Iteration 17Q (16387.640000 sec): 3 clusters
  Score: Raw -2369187.581572 + Penalty 3245.146950 = -2365942.434622
  nChanged 127
		SP:Iteration 18Q (16387.690000 sec): 3 clusters
  Score: Raw -2369207.498369 + Penalty 3245.146950 = -2365962.351419
  nChanged 121
		SP:Iteration 19Q (16387.760000 sec): 3 clusters
  Score: Raw -2369230.590456 + Penalty 3245.146950 = -2365985.443506
  nChanged 126
		SP:Iteration 20F (16387.820000 sec): 3 clusters
  Score: Raw -2369253.119122 + Penalty 3245.146950 = -2366007.972172
  nChanged 127
		SP:Iteration 21Q (16387.870000 sec): 3 clusters
  Score: Raw -2369275.816990 + Penalty 3245.146950 = -2366030.670040
  nChanged 128
		SP:Iteration 22Q (16387.940000 sec): 3 clusters
  Score: Raw -2369294.423747 + Penalty 3245.146950 = -2366049.276796
  nChanged 110
		SP:Iteration 23Q (16388.000000 sec): 3 clusters
  Score: Raw -2369307.808595 + Penalty 3245.146950 = -2366062.661645
  nChanged 88
		SP:Iteration 24Q (16388.050000 sec): 3 clusters
  Score: Raw -2369319.351855 + Penalty 3245.146950 = -2366074.204905
  nChanged 85
		SP:Iteration 25Q (16388.110000 sec): 3 clusters
  Score: Raw -2369329.744412 + Penalty 3245.146950 = -2366084.597461
  nChanged 88
		SP:Iteration 26Q (16388.160000 sec): 3 clusters
  Score: Raw -2369342.542957 + Penalty 3245.146950 = -2366097.396007
  nChanged 91
		SP:Iteration 27Q (16388.210000 sec): 3 clusters
  Score: Raw -2369356.687256 + Penalty 3245.146950 = -2366111.540306
  nChanged 92
		SP:Iteration 28Q (16388.270000 sec): 3 clusters
  Score: Raw -2369371.375315 + Penalty 3245.146950 = -2366126.228365
  nChanged 94
		SP:Iteration 29Q (16388.330000 sec): 3 clusters
  Score: Raw -2369386.898400 + Penalty 3245.146950 = -2366141.751449
  nChanged 88
		SP:Iteration 30Q (16388.390000 sec): 3 clusters
  Score: Raw -2369402.760329 + Penalty 3245.146950 = -2366157.613379
  nChanged 91
		SP:Iteration 31Q (16388.440000 sec): 3 clusters
  Score: Raw -2369415.655990 + Penalty 3245.146950 = -2366170.509039
  nChanged 82
		SP:Iteration 32Q (16388.490000 sec): 3 clusters
  Score: Raw -2369428.271308 + Penalty 3245.146950 = -2366183.124358
  nChanged 77
		SP:Iteration 33Q (16388.540000 sec): 3 clusters
  Score: Raw -2369440.778914 + Penalty 3245.146950 = -2366195.631964
  nChanged 81
		SP:Iteration 34Q (16388.600000 sec): 3 clusters
  Score: Raw -2369452.735511 + Penalty 3245.146950 = -2366207.588560
  nChanged 73
		SP:Iteration 35Q (16388.650000 sec): 3 clusters
  Score: Raw -2369461.850644 + Penalty 3245.146950 = -2366216.703693
  nChanged 73
		SP:Iteration 36Q (16388.700000 sec): 3 clusters
  Score: Raw -2369472.234914 + Penalty 3245.146950 = -2366227.087964
  nChanged 64
		SP:Iteration 37Q (16388.750000 sec): 3 clusters
  Score: Raw -2369481.098890 + Penalty 3245.146950 = -2366235.951939
  nChanged 65
		SP:Iteration 38Q (16388.810000 sec): 3 clusters
  Score: Raw -2369491.340921 + Penalty 3245.146950 = -2366246.193971
  nChanged 82
		SP:Iteration 39Q (16388.860000 sec): 3 clusters
  Score: Raw -2369506.214499 + Penalty 3245.146950 = -2366261.067548
  nChanged 98
		SP:Iteration 40F (16388.920000 sec): 3 clusters
  Score: Raw -2369526.993671 + Penalty 3245.146950 = -2366281.846721
  nChanged 100
		SP:Iteration 41Q (16388.970000 sec): 3 clusters
  Score: Raw -2369544.328333 + Penalty 3245.146950 = -2366299.181382
  nChanged 109
		SP:Iteration 42Q (16389.020000 sec): 3 clusters
  Score: Raw -2369564.720606 + Penalty 3245.146950 = -2366319.573656
  nChanged 100
		SP:Iteration 43Q (16389.070000 sec): 3 clusters
  Score: Raw -2369578.883373 + Penalty 3245.146950 = -2366333.736423
  nChanged 104
		SP:Iteration 44Q (16389.130000 sec): 3 clusters
  Score: Raw -2369594.235191 + Penalty 3245.146950 = -2366349.088241
  nChanged 98
		SP:Iteration 45Q (16389.180000 sec): 3 clusters
  Score: Raw -2369609.654898 + Penalty 3245.146950 = -2366364.507948
  nChanged 96
		SP:Iteration 46Q (16389.230000 sec): 3 clusters
  Score: Raw -2369624.799332 + Penalty 3245.146950 = -2366379.652382
  nChanged 102
		SP:Iteration 47Q (16389.280000 sec): 3 clusters
  Score: Raw -2369641.592331 + Penalty 3245.146950 = -2366396.445380
  nChanged 96
		SP:Iteration 48Q (16389.330000 sec): 3 clusters
  Score: Raw -2369657.004402 + Penalty 3245.146950 = -2366411.857451
  nChanged 75
		SP:Iteration 49Q (16389.380000 sec): 3 clusters
  Score: Raw -2369669.042664 + Penalty 3245.146950 = -2366423.895714
  nChanged 75
		SP:Iteration 50Q (16389.430000 sec): 3 clusters
  Score: Raw -2369681.089580 + Penalty 3245.146950 = -2366435.942630
  nChanged 71
		SP:Iteration 51Q (16389.480000 sec): 3 clusters
  Score: Raw -2369691.309449 + Penalty 3245.146950 = -2366446.162499
  nChanged 72
		SP:Iteration 52Q (16389.530000 sec): 3 clusters
  Score: Raw -2369700.599919 + Penalty 3245.146950 = -2366455.452969
  nChanged 62
		SP:Iteration 53Q (16389.580000 sec): 3 clusters
  Score: Raw -2369709.116935 + Penalty 3245.146950 = -2366463.969985
  nChanged 63
		SP:Iteration 54Q (16389.630000 sec): 3 clusters
  Score: Raw -2369719.535997 + Penalty 3245.146950 = -2366474.389047
  nChanged 66
		SP:Iteration 55Q (16389.680000 sec): 3 clusters
  Score: Raw -2369729.500200 + Penalty 3245.146950 = -2366484.353249
  nChanged 60
		SP:Iteration 56Q (16389.730000 sec): 3 clusters
  Score: Raw -2369736.824061 + Penalty 3245.146950 = -2366491.677111
  nChanged 57
		SP:Iteration 57Q (16389.780000 sec): 3 clusters
  Score: Raw -2369745.568555 + Penalty 3245.146950 = -2366500.421605
  nChanged 67
		SP:Iteration 58Q (16389.830000 sec): 3 clusters
  Score: Raw -2369755.694869 + Penalty 3245.146950 = -2366510.547919
  nChanged 76
		SP:Iteration 59Q (16389.880000 sec): 3 clusters
  Score: Raw -2369767.163943 + Penalty 3245.146950 = -2366522.016992
  nChanged 81
		SP:Iteration 60F (16389.930000 sec): 3 clusters
  Score: Raw -2369782.205957 + Penalty 3245.146950 = -2366537.059007
  nChanged 110
		SP:Iteration 61Q (16389.990000 sec): 3 clusters
  Score: Raw -2369803.833212 + Penalty 3245.146950 = -2366558.686261
  nChanged 97
		SP:Iteration 62Q (16390.030000 sec): 3 clusters
  Score: Raw -2369820.283556 + Penalty 3245.146950 = -2366575.136605
  nChanged 94
		SP:Iteration 63Q (16390.090000 sec): 3 clusters
  Score: Raw -2369836.101797 + Penalty 3245.146950 = -2366590.954847
  nChanged 105
		SP:Iteration 64Q (16390.130000 sec): 3 clusters
  Score: Raw -2369856.974372 + Penalty 3245.146950 = -2366611.827422
  nChanged 112
		SP:Iteration 65Q (16390.190000 sec): 3 clusters
  Score: Raw -2369882.871635 + Penalty 3245.146950 = -2366637.724685
  nChanged 103
		SP:Iteration 66Q (16390.230000 sec): 3 clusters
  Score: Raw -2369906.500104 + Penalty 3245.146950 = -2366661.353154
  nChanged 112
		SP:Iteration 67Q (16390.280000 sec): 3 clusters
  Score: Raw -2369932.547977 + Penalty 3245.146950 = -2366687.401027
  nChanged 115
		SP:Iteration 68Q (16390.330000 sec): 3 clusters
  Score: Raw -2369961.374278 + Penalty 3245.146950 = -2366716.227328
  nChanged 128
		SP:Iteration 69Q (16390.380000 sec): 3 clusters
  Score: Raw -2369997.456151 + Penalty 3245.146950 = -2366752.309200
  nChanged 131
		SP:Iteration 70Q (16390.430000 sec): 3 clusters
  Score: Raw -2370029.828145 + Penalty 3245.146950 = -2366784.681195
  nChanged 104
		SP:Iteration 71Q (16390.480000 sec): 3 clusters
  Score: Raw -2370053.711958 + Penalty 3245.146950 = -2366808.565008
  nChanged 107
		SP:Iteration 72Q (16390.520000 sec): 3 clusters
  Score: Raw -2370077.449500 + Penalty 3245.146950 = -2366832.302550
  nChanged 97
		SP:Iteration 73Q (16390.570000 sec): 3 clusters
  Score: Raw -2370099.816177 + Penalty 3245.146950 = -2366854.669226
  nChanged 107
		SP:Iteration 74Q (16390.620000 sec): 3 clusters
  Score: Raw -2370128.595048 + Penalty 3245.146950 = -2366883.448098
  nChanged 103
		SP:Iteration 75Q (16390.670000 sec): 3 clusters
  Score: Raw -2370152.861592 + Penalty 3245.146950 = -2366907.714641
  nChanged 99
		SP:Iteration 76Q (16390.710000 sec): 3 clusters
  Score: Raw -2370174.960317 + Penalty 3245.146950 = -2366929.813367
  nChanged 103
		SP:Iteration 77Q (16390.760000 sec): 3 clusters
  Score: Raw -2370199.457007 + Penalty 3245.146950 = -2366954.310056
  nChanged 88
		SP:Iteration 78Q (16390.810000 sec): 3 clusters
  Score: Raw -2370219.896370 + Penalty 3245.146950 = -2366974.749419
  nChanged 87
		SP:Iteration 79Q (16390.850000 sec): 3 clusters
  Score: Raw -2370242.624050 + Penalty 3245.146950 = -2366997.477099
  nChanged 104
		SP:Iteration 80F (16390.910000 sec): 3 clusters
  Score: Raw -2370269.080621 + Penalty 3245.146950 = -2367023.933670
  nChanged 94
		SP:Iteration 81Q (16390.950000 sec): 3 clusters
  Score: Raw -2370298.042124 + Penalty 3245.146950 = -2367052.895174
  nChanged 112
		SP:Iteration 82Q (16391.000000 sec): 3 clusters
  Score: Raw -2370328.502710 + Penalty 3245.146950 = -2367083.355759
  nChanged 111
		SP:Iteration 83Q (16391.050000 sec): 3 clusters
  Score: Raw -2370361.488976 + Penalty 3245.146950 = -2367116.342026
  nChanged 125
		SP:Iteration 84Q (16391.090000 sec): 3 clusters
  Score: Raw -2370408.627816 + Penalty 3245.146950 = -2367163.480865
  nChanged 137
		SP:Iteration 85Q (16391.140000 sec): 3 clusters
  Score: Raw -2370462.002987 + Penalty 3245.146950 = -2367216.856036
  nChanged 140
		SP:Iteration 86Q (16391.190000 sec): 3 clusters
  Score: Raw -2370522.468915 + Penalty 3245.146950 = -2367277.321965
  nChanged 144
		SP:Iteration 87Q (16391.230000 sec): 3 clusters
  Score: Raw -2370593.244736 + Penalty 3245.146950 = -2367348.097785
  nChanged 136
		SP:Iteration 88Q (16391.270000 sec): 3 clusters
  Score: Raw -2370663.800564 + Penalty 3245.146950 = -2367418.653614
  nChanged 145
		SP:Iteration 89Q (16391.320000 sec): 3 clusters
  Score: Raw -2370744.913338 + Penalty 3245.146950 = -2367499.766388
  nChanged 152
		SP:Iteration 90Q (16391.360000 sec): 3 clusters
  Score: Raw -2370830.408107 + Penalty 3245.146950 = -2367585.261157
  nChanged 129
		SP:Iteration 91Q (16391.410000 sec): 3 clusters
  Score: Raw -2370904.187716 + Penalty 3245.146950 = -2367659.040766
  nChanged 134
		SP:Iteration 92Q (16391.450000 sec): 3 clusters
  Score: Raw -2370982.094738 + Penalty 3245.146950 = -2367736.947788
  nChanged 127
		SP:Iteration 93Q (16391.490000 sec): 3 clusters
  Score: Raw -2371068.748058 + Penalty 3245.146950 = -2367823.601107
  nChanged 137
		SP:Iteration 94Q (16391.530000 sec): 3 clusters
  Score: Raw -2371157.841032 + Penalty 3245.146950 = -2367912.694081
  nChanged 114
		SP:Iteration 95Q (16391.570000 sec): 3 clusters
  Score: Raw -2371230.979211 + Penalty 3245.146950 = -2367985.832261
  nChanged 107
		SP:Iteration 96Q (16391.610000 sec): 3 clusters
  Score: Raw -2371301.500945 + Penalty 3245.146950 = -2368056.353995
  nChanged 92
		SP:Iteration 97Q (16391.660000 sec): 3 clusters
  Score: Raw -2371361.747185 + Penalty 3245.146950 = -2368116.600234
  nChanged 96
		SP:Iteration 98Q (16391.700000 sec): 3 clusters
  Score: Raw -2371423.575867 + Penalty 3245.146950 = -2368178.428916
  nChanged 73
		SP:Iteration 99Q (16391.740000 sec): 3 clusters
  Score: Raw -2371471.414568 + Penalty 3245.146950 = -2368226.267617
  nChanged 57
		SP:Iteration 100F (16391.800000 sec): 3 clusters
  Score: Raw -2371500.564724 + Penalty 3245.146950 = -2368255.417774
  nChanged 39
		SP:Iteration 101Q (16391.830000 sec): 3 clusters
  Score: Raw -2371513.917858 + Penalty 3245.146950 = -2368268.770908
  nChanged 20
		SP:Iteration 102Q (16391.870000 sec): 3 clusters
  Score: Raw -2371520.408765 + Penalty 3245.146950 = -2368275.261815
  nChanged 16
		SP:Iteration 103Q (16391.910000 sec): 3 clusters
  Score: Raw -2371526.214551 + Penalty 3245.146950 = -2368281.067600
  nChanged 15
		SP:Iteration 104Q (16391.950000 sec): 3 clusters
  Score: Raw -2371532.174522 + Penalty 3245.146950 = -2368287.027571
  nChanged 15
		SP:Iteration 105Q (16391.990000 sec): 3 clusters
  Score: Raw -2371537.763283 + Penalty 3245.146950 = -2368292.616333
  nChanged 14
		SP:Iteration 106Q (16392.030000 sec): 3 clusters
  Score: Raw -2371544.866822 + Penalty 3245.146950 = -2368299.719871
  nChanged 11
		SP:Iteration 107Q (16392.070000 sec): 3 clusters
  Score: Raw -2371549.646963 + Penalty 3245.146950 = -2368304.500012
  nChanged 11
		SP:Iteration 108Q (16392.110000 sec): 3 clusters
  Score: Raw -2371553.443452 + Penalty 3245.146950 = -2368308.296501
  nChanged 8
		SP:Iteration 109Q (16392.150000 sec): 3 clusters
  Score: Raw -2371557.162620 + Penalty 3245.146950 = -2368312.015670
  nChanged 12
		SP:Iteration 110Q (16392.190000 sec): 3 clusters
  Score: Raw -2371561.876840 + Penalty 3245.146950 = -2368316.729890
  nChanged 6
		SP:Iteration 111Q (16392.230000 sec): 3 clusters
  Score: Raw -2371563.718501 + Penalty 3245.146950 = -2368318.571550
  nChanged 8
		SP:Iteration 112Q (16392.270000 sec): 3 clusters
  Score: Raw -2371566.628383 + Penalty 3245.146950 = -2368321.481433
  nChanged 6
		SP:Iteration 113Q (16392.310000 sec): 3 clusters
  Score: Raw -2371568.698160 + Penalty 3245.146950 = -2368323.551210
  nChanged 7
		SP:Iteration 114Q (16392.350000 sec): 3 clusters
  Score: Raw -2371571.691291 + Penalty 3245.146950 = -2368326.544341
  nChanged 10
		SP:Iteration 115Q (16392.390000 sec): 3 clusters
  Score: Raw -2371575.049231 + Penalty 3245.146950 = -2368329.902280
  nChanged 10
		SP:Iteration 116Q (16392.420000 sec): 3 clusters
  Score: Raw -2371579.392030 + Penalty 3245.146950 = -2368334.245080
  nChanged 9
		SP:Iteration 117Q (16392.470000 sec): 3 clusters
  Score: Raw -2371583.322779 + Penalty 3245.146950 = -2368338.175829
  nChanged 7
		SP:Iteration 118Q (16392.510000 sec): 3 clusters
  Score: Raw -2371585.713076 + Penalty 3245.146950 = -2368340.566126
  nChanged 6
		SP:Iteration 119Q (16392.540000 sec): 3 clusters
  Score: Raw -2371588.115368 + Penalty 3245.146950 = -2368342.968418
  nChanged 7
		SP:Iteration 120F (16392.600000 sec): 3 clusters
  Score: Raw -2371590.504797 + Penalty 3245.146950 = -2368345.357846
  nChanged 4
		SP:Iteration 121Q (16392.630000 sec): 3 clusters
  Score: Raw -2371591.548847 + Penalty 3245.146950 = -2368346.401896
  nChanged 2
		SP:Iteration 122Q (16392.680000 sec): 3 clusters
  Score: Raw -2371592.488174 + Penalty 3245.146950 = -2368347.341224
  nChanged 5
		SP:Iteration 123Q (16392.720000 sec): 3 clusters
  Score: Raw -2371594.566248 + Penalty 3245.146950 = -2368349.419298
  nChanged 4
		SP:Iteration 124Q (16392.760000 sec): 3 clusters
  Score: Raw -2371595.800493 + Penalty 3245.146950 = -2368350.653543
  nChanged 4
		SP:Iteration 125Q (16392.800000 sec): 3 clusters
  Score: Raw -2371597.697981 + Penalty 3245.146950 = -2368352.551030
  nChanged 2
		SP:Iteration 126Q (16392.830000 sec): 3 clusters
  Score: Raw -2371599.081212 + Penalty 3245.146950 = -2368353.934262
  nChanged 5
		SP:Iteration 127Q (16392.870000 sec): 3 clusters
  Score: Raw -2371601.387817 + Penalty 3245.146950 = -2368356.240867
  nChanged 3
		SP:Iteration 128Q (16392.910000 sec): 3 clusters
  Score: Raw -2371602.155730 + Penalty 3245.146950 = -2368357.008779
  nChanged 2
		SP:Iteration 129Q (16392.950000 sec): 3 clusters
  Score: Raw -2371602.469983 + Penalty 3245.146950 = -2368357.323032
  nChanged 2
		SP:Iteration 130Q (16392.990000 sec): 3 clusters
  Score: Raw -2371603.003919 + Penalty 3245.146950 = -2368357.856969
  nChanged 1
		SP:Iteration 131Q (16393.030000 sec): 3 clusters
  Score: Raw -2371603.222992 + Penalty 3245.146950 = -2368358.076042
  nChanged 1
		SP:Iteration 132Q (16393.070000 sec): 3 clusters
  Score: Raw -2371603.699185 + Penalty 3245.146950 = -2368358.552235
  nChanged 0
		SP:Iteration 133F (16393.130000 sec): 3 clusters
  Score: Raw -2371603.699185 + Penalty 3245.146950 = -2368358.552235
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16393.240000 sec): 2 clusters
  Score: Raw -1247520.420830 + Penalty 1506.745788 = -1246013.675042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16393.270000 sec): 3 clusters
  Score: Raw -1241420.460651 + Penalty 3013.491576 = -1238406.969075
  nChanged 4659
		SP:Iteration 1F (16393.290000 sec): 3 clusters
  Score: Raw -1243921.482754 + Penalty 3013.491576 = -1240907.991177
  nChanged 651
		SP:Iteration 2F (16393.330000 sec): 3 clusters
  Score: Raw -1244239.304686 + Penalty 3013.491576 = -1241225.813110
  nChanged 572
		SP:Iteration 3F (16393.360000 sec): 3 clusters
  Score: Raw -1244490.828310 + Penalty 3013.491576 = -1241477.336733
  nChanged 519
		SP:Iteration 4Q (16393.380000 sec): 3 clusters
  Score: Raw -1244730.463610 + Penalty 3013.491576 = -1241716.972033
  nChanged 489
		SP:Iteration 5Q (16393.410000 sec): 3 clusters
  Score: Raw -1244973.516606 + Penalty 3013.491576 = -1241960.025030
  nChanged 497
		SP:Iteration 6Q (16393.440000 sec): 3 clusters
  Score: Raw -1245258.827089 + Penalty 3013.491576 = -1242245.335513
  nChanged 541
		SP:Iteration 7F (16393.470000 sec): 3 clusters
  Score: Raw -1245625.356075 + Penalty 3013.491576 = -1242611.864498
  nChanged 576
		SP:Iteration 8F (16393.500000 sec): 3 clusters
  Score: Raw -1246046.203284 + Penalty 3013.491576 = -1243032.711708
  nChanged 570
		SP:Iteration 9F (16393.530000 sec): 3 clusters
  Score: Raw -1246491.824260 + Penalty 3013.491576 = -1243478.332684
  nChanged 492
		SP:Iteration 10Q (16393.550000 sec): 3 clusters
  Score: Raw -1246903.163761 + Penalty 3013.491576 = -1243889.672185
  nChanged 346
		SP:Iteration 11Q (16393.580000 sec): 3 clusters
  Score: Raw -1247194.079335 + Penalty 3013.491576 = -1244180.587758
  nChanged 244
		SP:Iteration 12Q (16393.600000 sec): 3 clusters
  Score: Raw -1247393.570494 + Penalty 3013.491576 = -1244380.078918
  nChanged 148
		SP:Iteration 13Q (16393.630000 sec): 3 clusters
  Score: Raw -1247510.508456 + Penalty 3013.491576 = -1244497.016880
  nChanged 99
		SP:Iteration 14Q (16393.660000 sec): 3 clusters
  Score: Raw -1247585.715615 + Penalty 3013.491576 = -1244572.224039
  nChanged 59
		SP:Iteration 15Q (16393.680000 sec): 3 clusters
  Score: Raw -1247638.431686 + Penalty 3013.491576 = -1244624.940110
  nChanged 35
		SP:Iteration 16Q (16393.700000 sec): 3 clusters
  Score: Raw -1247667.316271 + Penalty 3013.491576 = -1244653.824694
  nChanged 27
		SP:Iteration 17Q (16393.720000 sec): 3 clusters
  Score: Raw -1247691.558180 + Penalty 3013.491576 = -1244678.066603
  nChanged 21
		SP:Iteration 18Q (16393.750000 sec): 3 clusters
  Score: Raw -1247706.878008 + Penalty 3013.491576 = -1244693.386432
  nChanged 10
		SP:Iteration 19Q (16393.760000 sec): 3 clusters
  Score: Raw -1247716.334216 + Penalty 3013.491576 = -1244702.842640
  nChanged 9
		SP:Iteration 20F (16393.790000 sec): 3 clusters
  Score: Raw -1247724.529035 + Penalty 3013.491576 = -1244711.037458
  nChanged 10
		SP:Iteration 21Q (16393.810000 sec): 3 clusters
  Score: Raw -1247733.275598 + Penalty 3013.491576 = -1244719.784021
  nChanged 7
		SP:Iteration 22Q (16393.830000 sec): 3 clusters
  Score: Raw -1247740.899622 + Penalty 3013.491576 = -1244727.408046
  nChanged 11
		SP:Iteration 23Q (16393.850000 sec): 3 clusters
  Score: Raw -1247750.310232 + Penalty 3013.491576 = -1244736.818656
  nChanged 3
		SP:Iteration 24Q (16393.870000 sec): 3 clusters
  Score: Raw -1247752.451892 + Penalty 3013.491576 = -1244738.960315
  nChanged 3
		SP:Iteration 25Q (16393.890000 sec): 3 clusters
  Score: Raw -1247754.922873 + Penalty 3013.491576 = -1244741.431296
  nChanged 1
		SP:Iteration 26Q (16393.920000 sec): 3 clusters
  Score: Raw -1247755.298813 + Penalty 3013.491576 = -1244741.807236
  nChanged 0
		SP:Iteration 27F (16393.940000 sec): 3 clusters
  Score: Raw -1247755.298813 + Penalty 3013.491576 = -1244741.807236
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16394.070000 sec): 2 clusters
  Score: Raw -2345164.085190 + Penalty 1611.319337 = -2343552.765853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16394.120000 sec): 3 clusters
  Score: Raw -2333041.992398 + Penalty 3222.638673 = -2329819.353725
  nChanged 9112
		SP:Iteration 1F (16394.180000 sec): 3 clusters
  Score: Raw -2337930.676169 + Penalty 3222.638673 = -2334708.037496
  nChanged 1090
		SP:Iteration 2F (16394.230000 sec): 3 clusters
  Score: Raw -2338370.702992 + Penalty 3222.638673 = -2335148.064318
  nChanged 1061
		SP:Iteration 3F (16394.290000 sec): 3 clusters
  Score: Raw -2338832.211121 + Penalty 3222.638673 = -2335609.572448
  nChanged 1121
		SP:Iteration 4F (16394.340000 sec): 3 clusters
  Score: Raw -2339424.991985 + Penalty 3222.638673 = -2336202.353312
  nChanged 1306
		SP:Iteration 5F (16394.390000 sec): 3 clusters
  Score: Raw -2340236.044996 + Penalty 3222.638673 = -2337013.406323
  nChanged 1427
		SP:Iteration 6F (16394.440000 sec): 3 clusters
  Score: Raw -2341277.951172 + Penalty 3222.638673 = -2338055.312499
  nChanged 1406
		SP:Iteration 7F (16394.500000 sec): 3 clusters
  Score: Raw -2342352.134548 + Penalty 3222.638673 = -2339129.495875
  nChanged 1189
		SP:Iteration 8F (16394.550000 sec): 3 clusters
  Score: Raw -2343304.409793 + Penalty 3222.638673 = -2340081.771119
  nChanged 918
		SP:Iteration 9Q (16394.600000 sec): 3 clusters
  Score: Raw -2344080.368626 + Penalty 3222.638673 = -2340857.729953
  nChanged 682
		SP:Iteration 10Q (16394.650000 sec): 3 clusters
  Score: Raw -2344631.250239 + Penalty 3222.638673 = -2341408.611566
  nChanged 440
		SP:Iteration 11Q (16394.710000 sec): 3 clusters
  Score: Raw -2345004.600702 + Penalty 3222.638673 = -2341781.962028
  nChanged 256
		SP:Iteration 12Q (16394.760000 sec): 3 clusters
  Score: Raw -2345219.962565 + Penalty 3222.638673 = -2341997.323892
  nChanged 138
		SP:Iteration 13Q (16394.810000 sec): 3 clusters
  Score: Raw -2345340.802424 + Penalty 3222.638673 = -2342118.163751
  nChanged 79
		SP:Iteration 14Q (16394.850000 sec): 3 clusters
  Score: Raw -2345397.030693 + Penalty 3222.638673 = -2342174.392019
  nChanged 43
		SP:Iteration 15Q (16394.900000 sec): 3 clusters
  Score: Raw -2345430.672157 + Penalty 3222.638673 = -2342208.033483
  nChanged 33
		SP:Iteration 16Q (16394.940000 sec): 3 clusters
  Score: Raw -2345454.728691 + Penalty 3222.638673 = -2342232.090018
  nChanged 20
		SP:Iteration 17Q (16394.990000 sec): 3 clusters
  Score: Raw -2345465.773161 + Penalty 3222.638673 = -2342243.134488
  nChanged 5
		SP:Iteration 18Q (16395.030000 sec): 3 clusters
  Score: Raw -2345468.995159 + Penalty 3222.638673 = -2342246.356485
  nChanged 7
		SP:Iteration 19Q (16395.070000 sec): 3 clusters
  Score: Raw -2345473.723223 + Penalty 3222.638673 = -2342251.084549
  nChanged 7
		SP:Iteration 20F (16395.130000 sec): 3 clusters
  Score: Raw -2345479.261022 + Penalty 3222.638673 = -2342256.622349
  nChanged 7
		SP:Iteration 21Q (16395.170000 sec): 3 clusters
  Score: Raw -2345485.041501 + Penalty 3222.638673 = -2342262.402828
  nChanged 5
		SP:Iteration 22Q (16395.220000 sec): 3 clusters
  Score: Raw -2345487.671672 + Penalty 3222.638673 = -2342265.032999
  nChanged 1
		SP:Iteration 23Q (16395.260000 sec): 3 clusters
  Score: Raw -2345488.236592 + Penalty 3222.638673 = -2342265.597919
  nChanged 1
		SP:Iteration 24Q (16395.310000 sec): 3 clusters
  Score: Raw -2345488.969976 + Penalty 3222.638673 = -2342266.331302
  nChanged 4
		SP:Iteration 25Q (16395.350000 sec): 3 clusters
  Score: Raw -2345490.827759 + Penalty 3222.638673 = -2342268.189086
  nChanged 2
		SP:Iteration 26Q (16395.390000 sec): 3 clusters
  Score: Raw -2345491.943956 + Penalty 3222.638673 = -2342269.305283
  nChanged 1
		SP:Iteration 27Q (16395.440000 sec): 3 clusters
  Score: Raw -2345492.244529 + Penalty 3222.638673 = -2342269.605856
  nChanged 0
		SP:Iteration 28F (16395.490000 sec): 3 clusters
  Score: Raw -2345492.244529 + Penalty 3222.638673 = -2342269.605856
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16395.590000 sec): 2 clusters
  Score: Raw -1261452.516472 + Penalty 1506.010978 = -1259946.505494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16395.630000 sec): 3 clusters
  Score: Raw -1255388.566545 + Penalty 3012.021955 = -1252376.544589
  nChanged 4597
		SP:Iteration 1F (16395.660000 sec): 3 clusters
  Score: Raw -1257924.243846 + Penalty 3012.021955 = -1254912.221890
  nChanged 723
		SP:Iteration 2F (16395.690000 sec): 3 clusters
  Score: Raw -1258363.990981 + Penalty 3012.021955 = -1255351.969026
  nChanged 759
		SP:Iteration 3F (16395.720000 sec): 3 clusters
  Score: Raw -1258885.643449 + Penalty 3012.021955 = -1255873.621493
  nChanged 812
		SP:Iteration 4F (16395.750000 sec): 3 clusters
  Score: Raw -1259478.418095 + Penalty 3012.021955 = -1256466.396139
  nChanged 704
		SP:Iteration 5F (16395.770000 sec): 3 clusters
  Score: Raw -1259999.829041 + Penalty 3012.021955 = -1256987.807085
  nChanged 666
		SP:Iteration 6F (16395.800000 sec): 3 clusters
  Score: Raw -1260589.961164 + Penalty 3012.021955 = -1257577.939209
  nChanged 532
		SP:Iteration 7F (16395.830000 sec): 3 clusters
  Score: Raw -1261107.784255 + Penalty 3012.021955 = -1258095.762299
  nChanged 391
		SP:Iteration 8Q (16395.850000 sec): 3 clusters
  Score: Raw -1261493.691345 + Penalty 3012.021955 = -1258481.669390
  nChanged 242
		SP:Iteration 9Q (16395.870000 sec): 3 clusters
  Score: Raw -1261729.194558 + Penalty 3012.021955 = -1258717.172603
  nChanged 160
		SP:Iteration 10Q (16395.900000 sec): 3 clusters
  Score: Raw -1261871.944085 + Penalty 3012.021955 = -1258859.922130
  nChanged 106
		SP:Iteration 11Q (16395.920000 sec): 3 clusters
  Score: Raw -1261961.782555 + Penalty 3012.021955 = -1258949.760599
  nChanged 78
		SP:Iteration 12Q (16395.940000 sec): 3 clusters
  Score: Raw -1262025.937845 + Penalty 3012.021955 = -1259013.915889
  nChanged 59
		SP:Iteration 13Q (16395.960000 sec): 3 clusters
  Score: Raw -1262060.444640 + Penalty 3012.021955 = -1259048.422684
  nChanged 43
		SP:Iteration 14Q (16395.990000 sec): 3 clusters
  Score: Raw -1262090.428825 + Penalty 3012.021955 = -1259078.406870
  nChanged 33
		SP:Iteration 15Q (16396.010000 sec): 3 clusters
  Score: Raw -1262113.247351 + Penalty 3012.021955 = -1259101.225396
  nChanged 24
		SP:Iteration 16Q (16396.030000 sec): 3 clusters
  Score: Raw -1262128.406703 + Penalty 3012.021955 = -1259116.384748
  nChanged 18
		SP:Iteration 17Q (16396.050000 sec): 3 clusters
  Score: Raw -1262140.622535 + Penalty 3012.021955 = -1259128.600580
  nChanged 20
		SP:Iteration 18Q (16396.070000 sec): 3 clusters
  Score: Raw -1262153.369283 + Penalty 3012.021955 = -1259141.347327
  nChanged 21
		SP:Iteration 19Q (16396.090000 sec): 3 clusters
  Score: Raw -1262173.018068 + Penalty 3012.021955 = -1259160.996112
  nChanged 25
		SP:Iteration 20F (16396.110000 sec): 3 clusters
  Score: Raw -1262194.833532 + Penalty 3012.021955 = -1259182.811576
  nChanged 21
		SP:Iteration 21Q (16396.130000 sec): 3 clusters
  Score: Raw -1262210.858605 + Penalty 3012.021955 = -1259198.836650
  nChanged 17
		SP:Iteration 22Q (16396.150000 sec): 3 clusters
  Score: Raw -1262221.500417 + Penalty 3012.021955 = -1259209.478462
  nChanged 17
		SP:Iteration 23Q (16396.170000 sec): 3 clusters
  Score: Raw -1262231.060280 + Penalty 3012.021955 = -1259219.038324
  nChanged 11
		SP:Iteration 24Q (16396.190000 sec): 3 clusters
  Score: Raw -1262236.323093 + Penalty 3012.021955 = -1259224.301137
  nChanged 7
		SP:Iteration 25Q (16396.210000 sec): 3 clusters
  Score: Raw -1262239.839475 + Penalty 3012.021955 = -1259227.817519
  nChanged 5
		SP:Iteration 26Q (16396.230000 sec): 3 clusters
  Score: Raw -1262241.680414 + Penalty 3012.021955 = -1259229.658458
  nChanged 3
		SP:Iteration 27Q (16396.250000 sec): 3 clusters
  Score: Raw -1262242.629900 + Penalty 3012.021955 = -1259230.607944
  nChanged 1
		SP:Iteration 28Q (16396.260000 sec): 3 clusters
  Score: Raw -1262243.080386 + Penalty 3012.021955 = -1259231.058431
  nChanged 4
		SP:Iteration 29Q (16396.280000 sec): 3 clusters
  Score: Raw -1262244.666259 + Penalty 3012.021955 = -1259232.644303
  nChanged 1
		SP:Iteration 30Q (16396.300000 sec): 3 clusters
  Score: Raw -1262245.099522 + Penalty 3012.021955 = -1259233.077567
  nChanged 1
		SP:Iteration 31Q (16396.320000 sec): 3 clusters
  Score: Raw -1262245.249928 + Penalty 3012.021955 = -1259233.227973
  nChanged 0
		SP:Iteration 32F (16396.350000 sec): 3 clusters
  Score: Raw -1262245.249928 + Penalty 3012.021955 = -1259233.227973
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16396.380000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16396.390000 sec): 3 clusters
  Score: Raw -363919.201715 + Penalty 2628.083339 = -361291.118375
  nChanged 1291
		SP:Iteration 1F (16396.400000 sec): 3 clusters
  Score: Raw -364682.704835 + Penalty 2628.083339 = -362054.621495
  nChanged 274
		SP:Iteration 2F (16396.410000 sec): 3 clusters
  Score: Raw -364889.287113 + Penalty 2628.083339 = -362261.203773
  nChanged 190
		SP:Iteration 3F (16396.420000 sec): 3 clusters
  Score: Raw -365032.235844 + Penalty 2628.083339 = -362404.152504
  nChanged 150
		SP:Iteration 4Q (16396.430000 sec): 3 clusters
  Score: Raw -365135.897709 + Penalty 2628.083339 = -362507.814370
  nChanged 124
		SP:Iteration 5Q (16396.440000 sec): 3 clusters
  Score: Raw -365233.294530 + Penalty 2628.083339 = -362605.211191
  nChanged 105
		SP:Iteration 6Q (16396.450000 sec): 3 clusters
  Score: Raw -365317.990070 + Penalty 2628.083339 = -362689.906730
  nChanged 112
		SP:Iteration 7Q (16396.460000 sec): 3 clusters
  Score: Raw -365397.625389 + Penalty 2628.083339 = -362769.542050
  nChanged 90
		SP:Iteration 8Q (16396.460000 sec): 3 clusters
  Score: Raw -365458.387527 + Penalty 2628.083339 = -362830.304187
  nChanged 96
		SP:Iteration 9Q (16396.470000 sec): 3 clusters
  Score: Raw -365519.923394 + Penalty 2628.083339 = -362891.840054
  nChanged 83
		SP:Iteration 10Q (16396.480000 sec): 3 clusters
  Score: Raw -365568.101787 + Penalty 2628.083339 = -362940.018447
  nChanged 66
		SP:Iteration 11Q (16396.480000 sec): 3 clusters
  Score: Raw -365606.292764 + Penalty 2628.083339 = -362978.209425
  nChanged 57
		SP:Iteration 12Q (16396.490000 sec): 3 clusters
  Score: Raw -365648.474173 + Penalty 2628.083339 = -363020.390833
  nChanged 67
		SP:Iteration 13Q (16396.500000 sec): 3 clusters
  Score: Raw -365699.020306 + Penalty 2628.083339 = -363070.936966
  nChanged 74
		SP:Iteration 14Q (16396.510000 sec): 3 clusters
  Score: Raw -365750.056896 + Penalty 2628.083339 = -363121.973557
  nChanged 67
		SP:Iteration 15Q (16396.520000 sec): 3 clusters
  Score: Raw -365797.848044 + Penalty 2628.083339 = -363169.764705
  nChanged 60
		SP:Iteration 16Q (16396.520000 sec): 3 clusters
  Score: Raw -365837.015011 + Penalty 2628.083339 = -363208.931671
  nChanged 54
		SP:Iteration 17Q (16396.530000 sec): 3 clusters
  Score: Raw -365861.312780 + Penalty 2628.083339 = -363233.229440
  nChanged 33
		SP:Iteration 18Q (16396.540000 sec): 3 clusters
  Score: Raw -365872.549311 + Penalty 2628.083339 = -363244.465971
  nChanged 19
		SP:Iteration 19Q (16396.540000 sec): 3 clusters
  Score: Raw -365877.900582 + Penalty 2628.083339 = -363249.817243
  nChanged 8
		SP:Iteration 20F (16396.550000 sec): 3 clusters
  Score: Raw -365880.819470 + Penalty 2628.083339 = -363252.736130
  nChanged 9
		SP:Iteration 21Q (16396.560000 sec): 3 clusters
  Score: Raw -365885.977357 + Penalty 2628.083339 = -363257.894017
  nChanged 12
		SP:Iteration 22Q (16396.570000 sec): 3 clusters
  Score: Raw -365889.734984 + Penalty 2628.083339 = -363261.651645
  nChanged 16
		SP:Iteration 23Q (16396.580000 sec): 3 clusters
  Score: Raw -365894.959672 + Penalty 2628.083339 = -363266.876332
  nChanged 9
		SP:Iteration 24Q (16396.580000 sec): 3 clusters
  Score: Raw -365898.345412 + Penalty 2628.083339 = -363270.262073
  nChanged 13
		SP:Iteration 25Q (16396.590000 sec): 3 clusters
  Score: Raw -365902.122433 + Penalty 2628.083339 = -363274.039094
  nChanged 6
		SP:Iteration 26Q (16396.600000 sec): 3 clusters
  Score: Raw -365904.334147 + Penalty 2628.083339 = -363276.250808
  nChanged 7
		SP:Iteration 27Q (16396.610000 sec): 3 clusters
  Score: Raw -365906.472907 + Penalty 2628.083339 = -363278.389568
  nChanged 4
		SP:Iteration 28Q (16396.610000 sec): 3 clusters
  Score: Raw -365907.427475 + Penalty 2628.083339 = -363279.344135
  nChanged 1
		SP:Iteration 29Q (16396.620000 sec): 3 clusters
  Score: Raw -365907.995598 + Penalty 2628.083339 = -363279.912259
  nChanged 3
		SP:Iteration 30Q (16396.630000 sec): 3 clusters
  Score: Raw -365908.785402 + Penalty 2628.083339 = -363280.702063
  nChanged 2
		SP:Iteration 31Q (16396.640000 sec): 3 clusters
  Score: Raw -365909.462380 + Penalty 2628.083339 = -363281.379041
  nChanged 2
		SP:Iteration 32Q (16396.640000 sec): 3 clusters
  Score: Raw -365909.780178 + Penalty 2628.083339 = -363281.696838
  nChanged 1
		SP:Iteration 33Q (16396.650000 sec): 3 clusters
  Score: Raw -365909.917929 + Penalty 2628.083339 = -363281.834589
  nChanged 0
		SP:Iteration 34F (16396.660000 sec): 3 clusters
  Score: Raw -365909.917929 + Penalty 2628.083339 = -363281.834589
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16396.910000 sec): 2 clusters
  Score: Raw -5891624.959246 + Penalty 1756.567660 = -5889868.391586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16397.090000 sec): 3 clusters
  Score: Raw -5860349.512938 + Penalty 3513.135320 = -5856836.377619
  nChanged 23082
		SP:Iteration 1F (16397.260000 sec): 3 clusters
  Score: Raw -5873026.417630 + Penalty 3513.135320 = -5869513.282311
  nChanged 1526
		SP:Iteration 2Q (16397.420000 sec): 3 clusters
  Score: Raw -5873331.155729 + Penalty 3513.135320 = -5869818.020409
  nChanged 1454
		SP:Iteration 3Q (16397.580000 sec): 3 clusters
  Score: Raw -5873626.991775 + Penalty 3513.135320 = -5870113.856456
  nChanged 1406
		SP:Iteration 4Q (16397.730000 sec): 3 clusters
  Score: Raw -5873920.984325 + Penalty 3513.135320 = -5870407.849006
  nChanged 1457
		SP:Iteration 5Q (16397.890000 sec): 3 clusters
  Score: Raw -5874223.433961 + Penalty 3513.135320 = -5870710.298641
  nChanged 1495
		SP:Iteration 6Q (16398.050000 sec): 3 clusters
  Score: Raw -5874594.533498 + Penalty 3513.135320 = -5871081.398178
  nChanged 1782
		SP:Iteration 7Q (16398.200000 sec): 3 clusters
  Score: Raw -5875149.018042 + Penalty 3513.135320 = -5871635.882722
  nChanged 2108
		SP:Iteration 8Q (16398.380000 sec): 3 clusters
  Score: Raw -5875971.070206 + Penalty 3513.135320 = -5872457.934886
  nChanged 2657
		SP:Iteration 9F (16398.530000 sec): 3 clusters
  Score: Raw -5877315.450897 + Penalty 3513.135320 = -5873802.315578
  nChanged 3228
		SP:Iteration 10F (16398.690000 sec): 3 clusters
  Score: Raw -5879418.236354 + Penalty 3513.135320 = -5875905.101035
  nChanged 3696
		SP:Iteration 11F (16398.850000 sec): 3 clusters
  Score: Raw -5882376.491093 + Penalty 3513.135320 = -5878863.355774
  nChanged 3675
		SP:Iteration 12F (16399.010000 sec): 3 clusters
  Score: Raw -5885678.406116 + Penalty 3513.135320 = -5882165.270797
  nChanged 2977
		SP:Iteration 13F (16399.170000 sec): 3 clusters
  Score: Raw -5888472.706666 + Penalty 3513.135320 = -5884959.571346
  nChanged 1843
		SP:Iteration 14Q (16399.310000 sec): 3 clusters
  Score: Raw -5890293.858241 + Penalty 3513.135320 = -5886780.722921
  nChanged 942
		SP:Iteration 15Q (16399.440000 sec): 3 clusters
  Score: Raw -5891226.772703 + Penalty 3513.135320 = -5887713.637383
  nChanged 340
		SP:Iteration 16Q (16399.550000 sec): 3 clusters
  Score: Raw -5891580.819316 + Penalty 3513.135320 = -5888067.683997
  nChanged 101
		SP:Iteration 17Q (16399.670000 sec): 3 clusters
  Score: Raw -5891718.412729 + Penalty 3513.135320 = -5888205.277410
  nChanged 43
		SP:Iteration 18Q (16399.800000 sec): 3 clusters
  Score: Raw -5891790.964420 + Penalty 3513.135320 = -5888277.829100
  nChanged 16
		SP:Iteration 19Q (16399.920000 sec): 3 clusters
  Score: Raw -5891818.100909 + Penalty 3513.135320 = -5888304.965590
  nChanged 7
		SP:Iteration 20F (16400.070000 sec): 3 clusters
  Score: Raw -5891827.180584 + Penalty 3513.135320 = -5888314.045264
  nChanged 4
		SP:Iteration 21Q (16400.200000 sec): 3 clusters
  Score: Raw -5891832.328020 + Penalty 3513.135320 = -5888319.192700
  nChanged 3
		SP:Iteration 22Q (16400.310000 sec): 3 clusters
  Score: Raw -5891834.846807 + Penalty 3513.135320 = -5888321.711487
  nChanged 2
		SP:Iteration 23Q (16400.440000 sec): 3 clusters
  Score: Raw -5891839.923750 + Penalty 3513.135320 = -5888326.788430
  nChanged 4
		SP:Iteration 24Q (16400.530000 sec): 3 clusters
  Score: Raw -5891847.183531 + Penalty 3513.135320 = -5888334.048211
  nChanged 2
		SP:Iteration 25Q (16400.650000 sec): 3 clusters
  Score: Raw -5891848.695923 + Penalty 3513.135320 = -5888335.560604
  nChanged 0
		SP:Iteration 26F (16400.810000 sec): 3 clusters
  Score: Raw -5891848.695923 + Penalty 3513.135320 = -5888335.560604
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16400.930000 sec): 2 clusters
  Score: Raw -1215565.938732 + Penalty 1504.438385 = -1214061.500347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16400.950000 sec): 3 clusters
  Score: Raw -1209548.328498 + Penalty 3008.876770 = -1206539.451728
  nChanged 4574
		SP:Iteration 1F (16400.980000 sec): 3 clusters
  Score: Raw -1212081.648967 + Penalty 3008.876770 = -1209072.772198
  nChanged 679
		SP:Iteration 2F (16401.010000 sec): 3 clusters
  Score: Raw -1212413.349718 + Penalty 3008.876770 = -1209404.472949
  nChanged 594
		SP:Iteration 3F (16401.040000 sec): 3 clusters
  Score: Raw -1212691.956824 + Penalty 3008.876770 = -1209683.080054
  nChanged 557
		SP:Iteration 4F (16401.070000 sec): 3 clusters
  Score: Raw -1213012.461885 + Penalty 3008.876770 = -1210003.585115
  nChanged 611
		SP:Iteration 5F (16401.090000 sec): 3 clusters
  Score: Raw -1213377.382324 + Penalty 3008.876770 = -1210368.505554
  nChanged 575
		SP:Iteration 6F (16401.120000 sec): 3 clusters
  Score: Raw -1213702.252743 + Penalty 3008.876770 = -1210693.375973
  nChanged 536
		SP:Iteration 7F (16401.150000 sec): 3 clusters
  Score: Raw -1214018.764054 + Penalty 3008.876770 = -1211009.887284
  nChanged 501
		SP:Iteration 8Q (16401.180000 sec): 3 clusters
  Score: Raw -1214332.769558 + Penalty 3008.876770 = -1211323.892789
  nChanged 433
		SP:Iteration 9Q (16401.210000 sec): 3 clusters
  Score: Raw -1214609.322381 + Penalty 3008.876770 = -1211600.445612
  nChanged 389
		SP:Iteration 10Q (16401.240000 sec): 3 clusters
  Score: Raw -1214869.946539 + Penalty 3008.876770 = -1211861.069770
  nChanged 318
		SP:Iteration 11Q (16401.270000 sec): 3 clusters
  Score: Raw -1215092.257044 + Penalty 3008.876770 = -1212083.380275
  nChanged 270
		SP:Iteration 12Q (16401.290000 sec): 3 clusters
  Score: Raw -1215281.048803 + Penalty 3008.876770 = -1212272.172033
  nChanged 181
		SP:Iteration 13Q (16401.320000 sec): 3 clusters
  Score: Raw -1215395.148679 + Penalty 3008.876770 = -1212386.271910
  nChanged 131
		SP:Iteration 14Q (16401.350000 sec): 3 clusters
  Score: Raw -1215475.526487 + Penalty 3008.876770 = -1212466.649717
  nChanged 131
		SP:Iteration 15Q (16401.370000 sec): 3 clusters
  Score: Raw -1215549.939896 + Penalty 3008.876770 = -1212541.063127
  nChanged 95
		SP:Iteration 16Q (16401.390000 sec): 3 clusters
  Score: Raw -1215604.407956 + Penalty 3008.876770 = -1212595.531186
  nChanged 81
		SP:Iteration 17Q (16401.420000 sec): 3 clusters
  Score: Raw -1215647.477902 + Penalty 3008.876770 = -1212638.601133
  nChanged 58
		SP:Iteration 18Q (16401.440000 sec): 3 clusters
  Score: Raw -1215675.602685 + Penalty 3008.876770 = -1212666.725915
  nChanged 47
		SP:Iteration 19Q (16401.460000 sec): 3 clusters
  Score: Raw -1215699.613267 + Penalty 3008.876770 = -1212690.736497
  nChanged 41
		SP:Iteration 20F (16401.490000 sec): 3 clusters
  Score: Raw -1215719.607093 + Penalty 3008.876770 = -1212710.730323
  nChanged 31
		SP:Iteration 21Q (16401.510000 sec): 3 clusters
  Score: Raw -1215733.507567 + Penalty 3008.876770 = -1212724.630797
  nChanged 28
		SP:Iteration 22Q (16401.530000 sec): 3 clusters
  Score: Raw -1215748.483034 + Penalty 3008.876770 = -1212739.606265
  nChanged 28
		SP:Iteration 23Q (16401.560000 sec): 3 clusters
  Score: Raw -1215766.499273 + Penalty 3008.876770 = -1212757.622504
  nChanged 22
		SP:Iteration 24Q (16401.580000 sec): 3 clusters
  Score: Raw -1215776.096338 + Penalty 3008.876770 = -1212767.219568
  nChanged 17
		SP:Iteration 25Q (16401.600000 sec): 3 clusters
  Score: Raw -1215782.316315 + Penalty 3008.876770 = -1212773.439545
  nChanged 17
		SP:Iteration 26Q (16401.630000 sec): 3 clusters
  Score: Raw -1215788.512634 + Penalty 3008.876770 = -1212779.635864
  nChanged 17
		SP:Iteration 27Q (16401.650000 sec): 3 clusters
  Score: Raw -1215793.040266 + Penalty 3008.876770 = -1212784.163496
  nChanged 11
		SP:Iteration 28Q (16401.670000 sec): 3 clusters
  Score: Raw -1215796.259036 + Penalty 3008.876770 = -1212787.382266
  nChanged 4
		SP:Iteration 29Q (16401.690000 sec): 3 clusters
  Score: Raw -1215796.530924 + Penalty 3008.876770 = -1212787.654154
  nChanged 2
		SP:Iteration 30Q (16401.710000 sec): 3 clusters
  Score: Raw -1215796.903572 + Penalty 3008.876770 = -1212788.026802
  nChanged 2
		SP:Iteration 31Q (16401.730000 sec): 3 clusters
  Score: Raw -1215797.413500 + Penalty 3008.876770 = -1212788.536731
  nChanged 3
		SP:Iteration 32Q (16401.750000 sec): 3 clusters
  Score: Raw -1215798.245557 + Penalty 3008.876770 = -1212789.368787
  nChanged 3
		SP:Iteration 33Q (16401.770000 sec): 3 clusters
  Score: Raw -1215799.470472 + Penalty 3008.876770 = -1212790.593703
  nChanged 3
		SP:Iteration 34Q (16401.790000 sec): 3 clusters
  Score: Raw -1215801.216946 + Penalty 3008.876770 = -1212792.340177
  nChanged 6
		SP:Iteration 35Q (16401.810000 sec): 3 clusters
  Score: Raw -1215803.425034 + Penalty 3008.876770 = -1212794.548264
  nChanged 6
		SP:Iteration 36Q (16401.830000 sec): 3 clusters
  Score: Raw -1215805.491295 + Penalty 3008.876770 = -1212796.614526
  nChanged 4
		SP:Iteration 37Q (16401.850000 sec): 3 clusters
  Score: Raw -1215806.573209 + Penalty 3008.876770 = -1212797.696439
  nChanged 5
		SP:Iteration 38Q (16401.870000 sec): 3 clusters
  Score: Raw -1215807.700731 + Penalty 3008.876770 = -1212798.823961
  nChanged 3
		SP:Iteration 39Q (16401.890000 sec): 3 clusters
  Score: Raw -1215808.034959 + Penalty 3008.876770 = -1212799.158189
  nChanged 3
		SP:Iteration 40F (16401.920000 sec): 3 clusters
  Score: Raw -1215808.628751 + Penalty 3008.876770 = -1212799.751981
  nChanged 4
		SP:Iteration 41Q (16401.940000 sec): 3 clusters
  Score: Raw -1215809.425857 + Penalty 3008.876770 = -1212800.549087
  nChanged 3
		SP:Iteration 42Q (16401.960000 sec): 3 clusters
  Score: Raw -1215810.012199 + Penalty 3008.876770 = -1212801.135430
  nChanged 1
		SP:Iteration 43Q (16401.990000 sec): 3 clusters
  Score: Raw -1215810.234207 + Penalty 3008.876770 = -1212801.357437
  nChanged 1
		SP:Iteration 44Q (16402.010000 sec): 3 clusters
  Score: Raw -1215810.444891 + Penalty 3008.876770 = -1212801.568121
  nChanged 0
		SP:Iteration 45F (16402.030000 sec): 3 clusters
  Score: Raw -1215810.444891 + Penalty 3008.876770 = -1212801.568121
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16402.060000 sec): 2 clusters
  Score: Raw -194905.741079 + Penalty 1215.294409 = -193690.446670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16402.070000 sec): 3 clusters
  Score: Raw -194179.519978 + Penalty 2430.588818 = -191748.931159
  nChanged 609
		SP:Iteration 1F (16402.070000 sec): 3 clusters
  Score: Raw -194598.826166 + Penalty 2430.588818 = -192168.237348
  nChanged 128
		SP:Iteration 2F (16402.080000 sec): 3 clusters
  Score: Raw -194696.479506 + Penalty 2430.588818 = -192265.890688
  nChanged 83
		SP:Iteration 3Q (16402.080000 sec): 3 clusters
  Score: Raw -194747.808046 + Penalty 2430.588818 = -192317.219228
  nChanged 50
		SP:Iteration 4Q (16402.090000 sec): 3 clusters
  Score: Raw -194782.712190 + Penalty 2430.588818 = -192352.123372
  nChanged 44
		SP:Iteration 5Q (16402.090000 sec): 3 clusters
  Score: Raw -194823.867938 + Penalty 2430.588818 = -192393.279119
  nChanged 34
		SP:Iteration 6Q (16402.100000 sec): 3 clusters
  Score: Raw -194859.343891 + Penalty 2430.588818 = -192428.755072
  nChanged 50
		SP:Iteration 7Q (16402.100000 sec): 3 clusters
  Score: Raw -194901.031253 + Penalty 2430.588818 = -192470.442435
  nChanged 34
		SP:Iteration 8Q (16402.110000 sec): 3 clusters
  Score: Raw -194922.769497 + Penalty 2430.588818 = -192492.180679
  nChanged 29
		SP:Iteration 9Q (16402.120000 sec): 3 clusters
  Score: Raw -194937.522040 + Penalty 2430.588818 = -192506.933222
  nChanged 16
		SP:Iteration 10Q (16402.120000 sec): 3 clusters
  Score: Raw -194945.258737 + Penalty 2430.588818 = -192514.669919
  nChanged 9
		SP:Iteration 11Q (16402.130000 sec): 3 clusters
  Score: Raw -194948.929202 + Penalty 2430.588818 = -192518.340384
  nChanged 6
		SP:Iteration 12Q (16402.130000 sec): 3 clusters
  Score: Raw -194951.864335 + Penalty 2430.588818 = -192521.275517
  nChanged 6
		SP:Iteration 13Q (16402.140000 sec): 3 clusters
  Score: Raw -194954.852672 + Penalty 2430.588818 = -192524.263854
  nChanged 5
		SP:Iteration 14Q (16402.140000 sec): 3 clusters
  Score: Raw -194956.584491 + Penalty 2430.588818 = -192525.995672
  nChanged 4
		SP:Iteration 15Q (16402.140000 sec): 3 clusters
  Score: Raw -194959.404606 + Penalty 2430.588818 = -192528.815787
  nChanged 6
		SP:Iteration 16Q (16402.150000 sec): 3 clusters
  Score: Raw -194962.396205 + Penalty 2430.588818 = -192531.807386
  nChanged 6
		SP:Iteration 17Q (16402.160000 sec): 3 clusters
  Score: Raw -194964.646462 + Penalty 2430.588818 = -192534.057643
  nChanged 7
		SP:Iteration 18Q (16402.160000 sec): 3 clusters
  Score: Raw -194968.319601 + Penalty 2430.588818 = -192537.730783
  nChanged 5
		SP:Iteration 19Q (16402.170000 sec): 3 clusters
  Score: Raw -194972.498887 + Penalty 2430.588818 = -192541.910069
  nChanged 6
		SP:Iteration 20F (16402.180000 sec): 3 clusters
  Score: Raw -194978.396045 + Penalty 2430.588818 = -192547.807227
  nChanged 13
		SP:Iteration 21Q (16402.190000 sec): 3 clusters
  Score: Raw -194984.283367 + Penalty 2430.588818 = -192553.694549
  nChanged 10
		SP:Iteration 22Q (16402.190000 sec): 3 clusters
  Score: Raw -194989.474917 + Penalty 2430.588818 = -192558.886098
  nChanged 12
		SP:Iteration 23Q (16402.200000 sec): 3 clusters
  Score: Raw -195001.624468 + Penalty 2430.588818 = -192571.035650
  nChanged 17
		SP:Iteration 24Q (16402.200000 sec): 3 clusters
  Score: Raw -195015.676318 + Penalty 2430.588818 = -192585.087499
  nChanged 13
		SP:Iteration 25Q (16402.210000 sec): 3 clusters
  Score: Raw -195023.277414 + Penalty 2430.588818 = -192592.688596
  nChanged 13
		SP:Iteration 26Q (16402.210000 sec): 3 clusters
  Score: Raw -195028.205941 + Penalty 2430.588818 = -192597.617123
  nChanged 9
		SP:Iteration 27Q (16402.210000 sec): 3 clusters
  Score: Raw -195032.330701 + Penalty 2430.588818 = -192601.741883
  nChanged 7
		SP:Iteration 28Q (16402.220000 sec): 3 clusters
  Score: Raw -195034.428537 + Penalty 2430.588818 = -192603.839719
  nChanged 2
		SP:Iteration 29Q (16402.230000 sec): 3 clusters
  Score: Raw -195035.063706 + Penalty 2430.588818 = -192604.474887
  nChanged 2
		SP:Iteration 30Q (16402.230000 sec): 3 clusters
  Score: Raw -195035.766916 + Penalty 2430.588818 = -192605.178098
  nChanged 2
		SP:Iteration 31Q (16402.230000 sec): 3 clusters
  Score: Raw -195036.397385 + Penalty 2430.588818 = -192605.808567
  nChanged 3
		SP:Iteration 32Q (16402.240000 sec): 3 clusters
  Score: Raw -195037.441529 + Penalty 2430.588818 = -192606.852711
  nChanged 2
		SP:Iteration 33Q (16402.240000 sec): 3 clusters
  Score: Raw -195038.897194 + Penalty 2430.588818 = -192608.308375
  nChanged 3
		SP:Iteration 34Q (16402.250000 sec): 3 clusters
  Score: Raw -195039.569852 + Penalty 2430.588818 = -192608.981033
  nChanged 2
		SP:Iteration 35Q (16402.250000 sec): 3 clusters
  Score: Raw -195040.244305 + Penalty 2430.588818 = -192609.655487
  nChanged 0
		SP:Iteration 36F (16402.260000 sec): 3 clusters
  Score: Raw -195040.244305 + Penalty 2430.588818 = -192609.655487
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (26253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16402.380000 sec): 2 clusters
  Score: Raw -3037270.090520 + Penalty 1653.524526 = -3035616.565994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16402.450000 sec): 3 clusters
  Score: Raw -3021268.884542 + Penalty 3307.049053 = -3017961.835489
  nChanged 12088
		SP:Iteration 1F (16402.520000 sec): 3 clusters
  Score: Raw -3027941.549833 + Penalty 3307.049053 = -3024634.500780
  nChanged 1302
		SP:Iteration 2Q (16402.600000 sec): 3 clusters
  Score: Raw -3028512.843554 + Penalty 3307.049053 = -3025205.794501
  nChanged 1271
		SP:Iteration 3Q (16402.670000 sec): 3 clusters
  Score: Raw -3029154.165468 + Penalty 3307.049053 = -3025847.116415
  nChanged 1307
		SP:Iteration 4Q (16402.750000 sec): 3 clusters
  Score: Raw -3029778.036259 + Penalty 3307.049053 = -3026470.987206
  nChanged 1220
		SP:Iteration 5Q (16402.850000 sec): 3 clusters
  Score: Raw -3030291.164794 + Penalty 3307.049053 = -3026984.115741
  nChanged 1109
		SP:Iteration 6Q (16402.940000 sec): 3 clusters
  Score: Raw -3030742.408745 + Penalty 3307.049053 = -3027435.359692
  nChanged 1048
		SP:Iteration 7Q (16403.040000 sec): 3 clusters
  Score: Raw -3031163.855563 + Penalty 3307.049053 = -3027856.806510
  nChanged 1045
		SP:Iteration 8Q (16403.110000 sec): 3 clusters
  Score: Raw -3031607.519315 + Penalty 3307.049053 = -3028300.470262
  nChanged 1016
		SP:Iteration 9Q (16403.190000 sec): 3 clusters
  Score: Raw -3032096.174437 + Penalty 3307.049053 = -3028789.125384
  nChanged 1075
		SP:Iteration 10Q (16403.270000 sec): 3 clusters
  Score: Raw -3032675.402070 + Penalty 3307.049053 = -3029368.353018
  nChanged 1101
		SP:Iteration 11Q (16403.350000 sec): 3 clusters
  Score: Raw -3033381.953440 + Penalty 3307.049053 = -3030074.904387
  nChanged 1103
		SP:Iteration 12Q (16403.420000 sec): 3 clusters
  Score: Raw -3034164.791046 + Penalty 3307.049053 = -3030857.741993
  nChanged 1020
		SP:Iteration 13Q (16403.490000 sec): 3 clusters
  Score: Raw -3034968.853842 + Penalty 3307.049053 = -3031661.804790
  nChanged 951
		SP:Iteration 14Q (16403.570000 sec): 3 clusters
  Score: Raw -3035792.596251 + Penalty 3307.049053 = -3032485.547198
  nChanged 764
		SP:Iteration 15Q (16403.640000 sec): 3 clusters
  Score: Raw -3036302.719790 + Penalty 3307.049053 = -3032995.670738
  nChanged 598
		SP:Iteration 16Q (16403.710000 sec): 3 clusters
  Score: Raw -3036577.432290 + Penalty 3307.049053 = -3033270.383237
  nChanged 448
		SP:Iteration 17Q (16403.780000 sec): 3 clusters
  Score: Raw -3036750.265636 + Penalty 3307.049053 = -3033443.216583
  nChanged 331
		SP:Iteration 18Q (16403.840000 sec): 3 clusters
  Score: Raw -3036874.547269 + Penalty 3307.049053 = -3033567.498216
  nChanged 280
		SP:Iteration 19Q (16403.910000 sec): 3 clusters
  Score: Raw -3036975.688342 + Penalty 3307.049053 = -3033668.639289
  nChanged 232
		SP:Iteration 20F (16403.990000 sec): 3 clusters
  Score: Raw -3037058.589401 + Penalty 3307.049053 = -3033751.540348
  nChanged 236
		SP:Iteration 21Q (16404.050000 sec): 3 clusters
  Score: Raw -3037138.952631 + Penalty 3307.049053 = -3033831.903579
  nChanged 187
		SP:Iteration 22Q (16404.110000 sec): 3 clusters
  Score: Raw -3037197.391061 + Penalty 3307.049053 = -3033890.342008
  nChanged 170
		SP:Iteration 23Q (16404.180000 sec): 3 clusters
  Score: Raw -3037250.279934 + Penalty 3307.049053 = -3033943.230881
  nChanged 154
		SP:Iteration 24Q (16404.240000 sec): 3 clusters
  Score: Raw -3037298.516439 + Penalty 3307.049053 = -3033991.467386
  nChanged 141
		SP:Iteration 25Q (16404.310000 sec): 3 clusters
  Score: Raw -3037340.142844 + Penalty 3307.049053 = -3034033.093791
  nChanged 121
		SP:Iteration 26Q (16404.370000 sec): 3 clusters
  Score: Raw -3037372.767227 + Penalty 3307.049053 = -3034065.718174
  nChanged 89
		SP:Iteration 27Q (16404.430000 sec): 3 clusters
  Score: Raw -3037392.454613 + Penalty 3307.049053 = -3034085.405560
  nChanged 72
		SP:Iteration 28Q (16404.490000 sec): 3 clusters
  Score: Raw -3037406.531959 + Penalty 3307.049053 = -3034099.482906
  nChanged 51
		SP:Iteration 29Q (16404.550000 sec): 3 clusters
  Score: Raw -3037415.278043 + Penalty 3307.049053 = -3034108.228991
  nChanged 40
		SP:Iteration 30Q (16404.620000 sec): 3 clusters
  Score: Raw -3037421.649497 + Penalty 3307.049053 = -3034114.600444
  nChanged 26
		SP:Iteration 31Q (16404.680000 sec): 3 clusters
  Score: Raw -3037425.995569 + Penalty 3307.049053 = -3034118.946516
  nChanged 29
		SP:Iteration 32Q (16404.740000 sec): 3 clusters
  Score: Raw -3037430.553314 + Penalty 3307.049053 = -3034123.504262
  nChanged 36
		SP:Iteration 33Q (16404.810000 sec): 3 clusters
  Score: Raw -3037436.514097 + Penalty 3307.049053 = -3034129.465044
  nChanged 32
		SP:Iteration 34Q (16404.870000 sec): 3 clusters
  Score: Raw -3037441.496664 + Penalty 3307.049053 = -3034134.447612
  nChanged 27
		SP:Iteration 35Q (16404.930000 sec): 3 clusters
  Score: Raw -3037445.776771 + Penalty 3307.049053 = -3034138.727718
  nChanged 30
		SP:Iteration 36Q (16404.990000 sec): 3 clusters
  Score: Raw -3037449.710049 + Penalty 3307.049053 = -3034142.660996
  nChanged 27
		SP:Iteration 37Q (16405.050000 sec): 3 clusters
  Score: Raw -3037454.024644 + Penalty 3307.049053 = -3034146.975592
  nChanged 29
		SP:Iteration 38Q (16405.110000 sec): 3 clusters
  Score: Raw -3037457.727387 + Penalty 3307.049053 = -3034150.678334
  nChanged 26
		SP:Iteration 39Q (16405.170000 sec): 3 clusters
  Score: Raw -3037462.537087 + Penalty 3307.049053 = -3034155.488034
  nChanged 31
		SP:Iteration 40F (16405.250000 sec): 3 clusters
  Score: Raw -3037467.755416 + Penalty 3307.049053 = -3034160.706363
  nChanged 29
		SP:Iteration 41Q (16405.310000 sec): 3 clusters
  Score: Raw -3037471.908400 + Penalty 3307.049053 = -3034164.859347
  nChanged 23
		SP:Iteration 42Q (16405.370000 sec): 3 clusters
  Score: Raw -3037475.677837 + Penalty 3307.049053 = -3034168.628784
  nChanged 17
		SP:Iteration 43Q (16405.430000 sec): 3 clusters
  Score: Raw -3037478.789853 + Penalty 3307.049053 = -3034171.740800
  nChanged 11
		SP:Iteration 44Q (16405.480000 sec): 3 clusters
  Score: Raw -3037480.685212 + Penalty 3307.049053 = -3034173.636159
  nChanged 13
		SP:Iteration 45Q (16405.530000 sec): 3 clusters
  Score: Raw -3037482.327036 + Penalty 3307.049053 = -3034175.277983
  nChanged 9
		SP:Iteration 46Q (16405.590000 sec): 3 clusters
  Score: Raw -3037483.190208 + Penalty 3307.049053 = -3034176.141155
  nChanged 5
		SP:Iteration 47Q (16405.640000 sec): 3 clusters
  Score: Raw -3037483.663806 + Penalty 3307.049053 = -3034176.614753
  nChanged 2
		SP:Iteration 48Q (16405.690000 sec): 3 clusters
  Score: Raw -3037483.834215 + Penalty 3307.049053 = -3034176.785162
  nChanged 1
		SP:Iteration 49Q (16405.750000 sec): 3 clusters
  Score: Raw -3037483.995969 + Penalty 3307.049053 = -3034176.946916
  nChanged 2
		SP:Iteration 50Q (16405.800000 sec): 3 clusters
  Score: Raw -3037484.107273 + Penalty 3307.049053 = -3034177.058220
  nChanged 2
		SP:Iteration 51Q (16405.860000 sec): 3 clusters
  Score: Raw -3037484.239292 + Penalty 3307.049053 = -3034177.190239
  nChanged 2
		SP:Iteration 52Q (16405.910000 sec): 3 clusters
  Score: Raw -3037484.455643 + Penalty 3307.049053 = -3034177.406591
  nChanged 2
		SP:Iteration 53Q (16405.960000 sec): 3 clusters
  Score: Raw -3037484.559449 + Penalty 3307.049053 = -3034177.510396
  nChanged 1
		SP:Iteration 54Q (16406.020000 sec): 3 clusters
  Score: Raw -3037484.697058 + Penalty 3307.049053 = -3034177.648005
  nChanged 2
		SP:Iteration 55Q (16406.070000 sec): 3 clusters
  Score: Raw -3037484.844503 + Penalty 3307.049053 = -3034177.795450
  nChanged 1
		SP:Iteration 56Q (16406.120000 sec): 3 clusters
  Score: Raw -3037484.923732 + Penalty 3307.049053 = -3034177.874679
  nChanged 0
		SP:Iteration 57F (16406.190000 sec): 3 clusters
  Score: Raw -3037484.923732 + Penalty 3307.049053 = -3034177.874679
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16406.280000 sec): 2 clusters
  Score: Raw -1469477.724299 + Penalty 1547.564016 = -1467930.160283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16406.320000 sec): 3 clusters
  Score: Raw -1461556.444582 + Penalty 3095.128032 = -1458461.316549
  nChanged 6058
		SP:Iteration 1F (16406.350000 sec): 3 clusters
  Score: Raw -1465223.529564 + Penalty 3095.128032 = -1462128.401531
  nChanged 1030
		SP:Iteration 2F (16406.390000 sec): 3 clusters
  Score: Raw -1466009.900519 + Penalty 3095.128032 = -1462914.772487
  nChanged 1057
		SP:Iteration 3F (16406.420000 sec): 3 clusters
  Score: Raw -1466865.588151 + Penalty 3095.128032 = -1463770.460118
  nChanged 1007
		SP:Iteration 4F (16406.450000 sec): 3 clusters
  Score: Raw -1467613.214585 + Penalty 3095.128032 = -1464518.086553
  nChanged 897
		SP:Iteration 5F (16406.490000 sec): 3 clusters
  Score: Raw -1468213.870357 + Penalty 3095.128032 = -1465118.742324
  nChanged 746
		SP:Iteration 6F (16406.530000 sec): 3 clusters
  Score: Raw -1468635.473972 + Penalty 3095.128032 = -1465540.345940
  nChanged 590
		SP:Iteration 7Q (16406.560000 sec): 3 clusters
  Score: Raw -1468883.262262 + Penalty 3095.128032 = -1465788.134230
  nChanged 403
		SP:Iteration 8Q (16406.590000 sec): 3 clusters
  Score: Raw -1469023.022941 + Penalty 3095.128032 = -1465927.894909
  nChanged 282
		SP:Iteration 9Q (16406.630000 sec): 3 clusters
  Score: Raw -1469097.274121 + Penalty 3095.128032 = -1466002.146089
  nChanged 215
		SP:Iteration 10Q (16406.660000 sec): 3 clusters
  Score: Raw -1469148.702214 + Penalty 3095.128032 = -1466053.574182
  nChanged 164
		SP:Iteration 11Q (16406.690000 sec): 3 clusters
  Score: Raw -1469183.211084 + Penalty 3095.128032 = -1466088.083051
  nChanged 122
		SP:Iteration 12Q (16406.730000 sec): 3 clusters
  Score: Raw -1469202.426691 + Penalty 3095.128032 = -1466107.298659
  nChanged 88
		SP:Iteration 13Q (16406.760000 sec): 3 clusters
  Score: Raw -1469213.687193 + Penalty 3095.128032 = -1466118.559160
  nChanged 59
		SP:Iteration 14Q (16406.790000 sec): 3 clusters
  Score: Raw -1469220.265065 + Penalty 3095.128032 = -1466125.137032
  nChanged 46
		SP:Iteration 15Q (16406.830000 sec): 3 clusters
  Score: Raw -1469225.088816 + Penalty 3095.128032 = -1466129.960783
  nChanged 28
		SP:Iteration 16Q (16406.860000 sec): 3 clusters
  Score: Raw -1469226.976444 + Penalty 3095.128032 = -1466131.848411
  nChanged 11
		SP:Iteration 17Q (16406.900000 sec): 3 clusters
  Score: Raw -1469227.711938 + Penalty 3095.128032 = -1466132.583905
  nChanged 11
		SP:Iteration 18Q (16406.930000 sec): 3 clusters
  Score: Raw -1469228.460287 + Penalty 3095.128032 = -1466133.332255
  nChanged 13
		SP:Iteration 19Q (16406.960000 sec): 3 clusters
  Score: Raw -1469229.277901 + Penalty 3095.128032 = -1466134.149869
  nChanged 8
		SP:Iteration 20F (16407.000000 sec): 3 clusters
  Score: Raw -1469229.804502 + Penalty 3095.128032 = -1466134.676470
  nChanged 10
		SP:Iteration 21Q (16407.030000 sec): 3 clusters
  Score: Raw -1469230.483255 + Penalty 3095.128032 = -1466135.355223
  nChanged 8
		SP:Iteration 22Q (16407.070000 sec): 3 clusters
  Score: Raw -1469231.004666 + Penalty 3095.128032 = -1466135.876633
  nChanged 6
		SP:Iteration 23Q (16407.100000 sec): 3 clusters
  Score: Raw -1469231.358200 + Penalty 3095.128032 = -1466136.230168
  nChanged 3
		SP:Iteration 24Q (16407.130000 sec): 3 clusters
  Score: Raw -1469231.641814 + Penalty 3095.128032 = -1466136.513782
  nChanged 2
		SP:Iteration 25Q (16407.170000 sec): 3 clusters
  Score: Raw -1469231.857471 + Penalty 3095.128032 = -1466136.729439
  nChanged 4
		SP:Iteration 26Q (16407.200000 sec): 3 clusters
  Score: Raw -1469232.094105 + Penalty 3095.128032 = -1466136.966072
  nChanged 4
		SP:Iteration 27Q (16407.230000 sec): 3 clusters
  Score: Raw -1469232.335938 + Penalty 3095.128032 = -1466137.207905
  nChanged 2
		SP:Iteration 28Q (16407.270000 sec): 3 clusters
  Score: Raw -1469232.413878 + Penalty 3095.128032 = -1466137.285846
  nChanged 1
		SP:Iteration 29Q (16407.300000 sec): 3 clusters
  Score: Raw -1469232.448187 + Penalty 3095.128032 = -1466137.320154
  nChanged 1
		SP:Iteration 30Q (16407.330000 sec): 3 clusters
  Score: Raw -1469232.520411 + Penalty 3095.128032 = -1466137.392379
  nChanged 0
		SP:Iteration 31F (16407.370000 sec): 3 clusters
  Score: Raw -1469232.520411 + Penalty 3095.128032 = -1466137.392379
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16407.430000 sec): 2 clusters
  Score: Raw -1561743.287696 + Penalty 1546.825703 = -1560196.461992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16407.460000 sec): 3 clusters
  Score: Raw -1553888.357431 + Penalty 3093.651407 = -1550794.706024
  nChanged 5997
		SP:Iteration 1F (16407.500000 sec): 3 clusters
  Score: Raw -1557098.556204 + Penalty 3093.651407 = -1554004.904797
  nChanged 746
		SP:Iteration 2F (16407.530000 sec): 3 clusters
  Score: Raw -1557371.542921 + Penalty 3093.651407 = -1554277.891514
  nChanged 591
		SP:Iteration 3Q (16407.570000 sec): 3 clusters
  Score: Raw -1557577.617134 + Penalty 3093.651407 = -1554483.965727
  nChanged 519
		SP:Iteration 4Q (16407.600000 sec): 3 clusters
  Score: Raw -1557753.297972 + Penalty 3093.651407 = -1554659.646566
  nChanged 509
		SP:Iteration 5Q (16407.640000 sec): 3 clusters
  Score: Raw -1557947.630918 + Penalty 3093.651407 = -1554853.979511
  nChanged 509
		SP:Iteration 6Q (16407.670000 sec): 3 clusters
  Score: Raw -1558156.179043 + Penalty 3093.651407 = -1555062.527636
  nChanged 548
		SP:Iteration 7Q (16407.710000 sec): 3 clusters
  Score: Raw -1558385.189742 + Penalty 3093.651407 = -1555291.538336
  nChanged 570
		SP:Iteration 8Q (16407.740000 sec): 3 clusters
  Score: Raw -1558630.665955 + Penalty 3093.651407 = -1555537.014548
  nChanged 595
		SP:Iteration 9Q (16407.780000 sec): 3 clusters
  Score: Raw -1558904.821610 + Penalty 3093.651407 = -1555811.170203
  nChanged 603
		SP:Iteration 10Q (16407.810000 sec): 3 clusters
  Score: Raw -1559210.054639 + Penalty 3093.651407 = -1556116.403233
  nChanged 630
		SP:Iteration 11Q (16407.840000 sec): 3 clusters
  Score: Raw -1559577.599419 + Penalty 3093.651407 = -1556483.948012
  nChanged 649
		SP:Iteration 12Q (16407.880000 sec): 3 clusters
  Score: Raw -1559948.511193 + Penalty 3093.651407 = -1556854.859787
  nChanged 573
		SP:Iteration 13Q (16407.910000 sec): 3 clusters
  Score: Raw -1560280.376005 + Penalty 3093.651407 = -1557186.724598
  nChanged 529
		SP:Iteration 14Q (16407.950000 sec): 3 clusters
  Score: Raw -1560595.570389 + Penalty 3093.651407 = -1557501.918983
  nChanged 458
		SP:Iteration 15Q (16407.980000 sec): 3 clusters
  Score: Raw -1560860.277877 + Penalty 3093.651407 = -1557766.626471
  nChanged 374
		SP:Iteration 16Q (16408.020000 sec): 3 clusters
  Score: Raw -1561081.467235 + Penalty 3093.651407 = -1557987.815829
  nChanged 326
		SP:Iteration 17Q (16408.050000 sec): 3 clusters
  Score: Raw -1561289.792426 + Penalty 3093.651407 = -1558196.141020
  nChanged 252
		SP:Iteration 18Q (16408.080000 sec): 3 clusters
  Score: Raw -1561456.593506 + Penalty 3093.651407 = -1558362.942100
  nChanged 198
		SP:Iteration 19Q (16408.120000 sec): 3 clusters
  Score: Raw -1561583.310460 + Penalty 3093.651407 = -1558489.659053
  nChanged 154
		SP:Iteration 20F (16408.150000 sec): 3 clusters
  Score: Raw -1561678.133547 + Penalty 3093.651407 = -1558584.482140
  nChanged 114
		SP:Iteration 21Q (16408.190000 sec): 3 clusters
  Score: Raw -1561744.932066 + Penalty 3093.651407 = -1558651.280659
  nChanged 78
		SP:Iteration 22Q (16408.220000 sec): 3 clusters
  Score: Raw -1561794.622367 + Penalty 3093.651407 = -1558700.970961
  nChanged 67
		SP:Iteration 23Q (16408.250000 sec): 3 clusters
  Score: Raw -1561838.169754 + Penalty 3093.651407 = -1558744.518347
  nChanged 46
		SP:Iteration 24Q (16408.280000 sec): 3 clusters
  Score: Raw -1561869.958697 + Penalty 3093.651407 = -1558776.307290
  nChanged 35
		SP:Iteration 25Q (16408.310000 sec): 3 clusters
  Score: Raw -1561896.337542 + Penalty 3093.651407 = -1558802.686135
  nChanged 22
		SP:Iteration 26Q (16408.340000 sec): 3 clusters
  Score: Raw -1561909.522838 + Penalty 3093.651407 = -1558815.871431
  nChanged 19
		SP:Iteration 27Q (16408.360000 sec): 3 clusters
  Score: Raw -1561921.930405 + Penalty 3093.651407 = -1558828.278998
  nChanged 18
		SP:Iteration 28Q (16408.390000 sec): 3 clusters
  Score: Raw -1561932.211935 + Penalty 3093.651407 = -1558838.560528
  nChanged 12
		SP:Iteration 29Q (16408.420000 sec): 3 clusters
  Score: Raw -1561939.409523 + Penalty 3093.651407 = -1558845.758116
  nChanged 4
		SP:Iteration 30Q (16408.450000 sec): 3 clusters
  Score: Raw -1561941.436998 + Penalty 3093.651407 = -1558847.785592
  nChanged 1
		SP:Iteration 31Q (16408.480000 sec): 3 clusters
  Score: Raw -1561941.888066 + Penalty 3093.651407 = -1558848.236660
  nChanged 1
		SP:Iteration 32Q (16408.500000 sec): 3 clusters
  Score: Raw -1561942.199075 + Penalty 3093.651407 = -1558848.547669
  nChanged 0
		SP:Iteration 33F (16408.540000 sec): 3 clusters
  Score: Raw -1561942.199075 + Penalty 3093.651407 = -1558848.547669
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16408.550000 sec): 2 clusters
  Score: Raw -121052.049696 + Penalty 1130.747864 = -119921.301832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16408.560000 sec): 3 clusters
  Score: Raw -120688.804151 + Penalty 2261.495728 = -118427.308423
  nChanged 289
		SP:Iteration 1F (16408.570000 sec): 3 clusters
  Score: Raw -120941.230516 + Penalty 2261.495728 = -118679.734788
  nChanged 77
		SP:Iteration 2F (16408.570000 sec): 3 clusters
  Score: Raw -121012.154161 + Penalty 2261.495728 = -118750.658433
  nChanged 39
		SP:Iteration 3Q (16408.570000 sec): 3 clusters
  Score: Raw -121049.230360 + Penalty 2261.495728 = -118787.734632
  nChanged 29
		SP:Iteration 4Q (16408.580000 sec): 3 clusters
  Score: Raw -121080.772818 + Penalty 2261.495728 = -118819.277090
  nChanged 28
		SP:Iteration 5Q (16408.580000 sec): 3 clusters
  Score: Raw -121101.299897 + Penalty 2261.495728 = -118839.804169
  nChanged 17
		SP:Iteration 6Q (16408.580000 sec): 3 clusters
  Score: Raw -121114.471757 + Penalty 2261.495728 = -118852.976029
  nChanged 8
		SP:Iteration 7Q (16408.580000 sec): 3 clusters
  Score: Raw -121120.837619 + Penalty 2261.495728 = -118859.341891
  nChanged 7
		SP:Iteration 8Q (16408.580000 sec): 3 clusters
  Score: Raw -121125.664439 + Penalty 2261.495728 = -118864.168712
  nChanged 1
		SP:Iteration 9Q (16408.590000 sec): 3 clusters
  Score: Raw -121126.472223 + Penalty 2261.495728 = -118864.976495
  nChanged 2
		SP:Iteration 10Q (16408.590000 sec): 3 clusters
  Score: Raw -121127.791711 + Penalty 2261.495728 = -118866.295983
  nChanged 3
		SP:Iteration 11Q (16408.590000 sec): 3 clusters
  Score: Raw -121130.122350 + Penalty 2261.495728 = -118868.626622
  nChanged 4
		SP:Iteration 12Q (16408.600000 sec): 3 clusters
  Score: Raw -121134.941154 + Penalty 2261.495728 = -118873.445426
  nChanged 3
		SP:Iteration 13Q (16408.600000 sec): 3 clusters
  Score: Raw -121138.728865 + Penalty 2261.495728 = -118877.233137
  nChanged 4
		SP:Iteration 14Q (16408.600000 sec): 3 clusters
  Score: Raw -121141.589103 + Penalty 2261.495728 = -118880.093375
  nChanged 6
		SP:Iteration 15Q (16408.600000 sec): 3 clusters
  Score: Raw -121146.102645 + Penalty 2261.495728 = -118884.606917
  nChanged 7
		SP:Iteration 16Q (16408.600000 sec): 3 clusters
  Score: Raw -121150.635774 + Penalty 2261.495728 = -118889.140047
  nChanged 9
		SP:Iteration 17Q (16408.610000 sec): 3 clusters
  Score: Raw -121157.610493 + Penalty 2261.495728 = -118896.114766
  nChanged 7
		SP:Iteration 18Q (16408.610000 sec): 3 clusters
  Score: Raw -121162.101011 + Penalty 2261.495728 = -118900.605284
  nChanged 6
		SP:Iteration 19Q (16408.610000 sec): 3 clusters
  Score: Raw -121165.387080 + Penalty 2261.495728 = -118903.891352
  nChanged 2
		SP:Iteration 20F (16408.620000 sec): 3 clusters
  Score: Raw -121166.251398 + Penalty 2261.495728 = -118904.755670
  nChanged 1
		SP:Iteration 21Q (16408.620000 sec): 3 clusters
  Score: Raw -121166.942521 + Penalty 2261.495728 = -118905.446793
  nChanged 0
		SP:Iteration 22F (16408.620000 sec): 3 clusters
  Score: Raw -121166.942521 + Penalty 2261.495728 = -118905.446793
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16408.720000 sec): 2 clusters
  Score: Raw -2365504.631716 + Penalty 1614.254079 = -2363890.377637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16408.770000 sec): 3 clusters
  Score: Raw -2353069.159831 + Penalty 3228.508159 = -2349840.651672
  nChanged 9304
		SP:Iteration 1F (16408.830000 sec): 3 clusters
  Score: Raw -2358281.578248 + Penalty 3228.508159 = -2355053.070089
  nChanged 1136
		SP:Iteration 2F (16408.880000 sec): 3 clusters
  Score: Raw -2358717.020537 + Penalty 3228.508159 = -2355488.512378
  nChanged 1061
		SP:Iteration 3F (16408.930000 sec): 3 clusters
  Score: Raw -2359137.706969 + Penalty 3228.508159 = -2355909.198810
  nChanged 1081
		SP:Iteration 4F (16408.990000 sec): 3 clusters
  Score: Raw -2359604.806243 + Penalty 3228.508159 = -2356376.298085
  nChanged 1047
		SP:Iteration 5F (16409.040000 sec): 3 clusters
  Score: Raw -2360066.286118 + Penalty 3228.508159 = -2356837.777959
  nChanged 1058
		SP:Iteration 6F (16409.100000 sec): 3 clusters
  Score: Raw -2360545.325708 + Penalty 3228.508159 = -2357316.817550
  nChanged 1009
		SP:Iteration 7Q (16409.150000 sec): 3 clusters
  Score: Raw -2361019.589455 + Penalty 3228.508159 = -2357791.081296
  nChanged 988
		SP:Iteration 8Q (16409.210000 sec): 3 clusters
  Score: Raw -2361483.905187 + Penalty 3228.508159 = -2358255.397028
  nChanged 907
		SP:Iteration 9Q (16409.260000 sec): 3 clusters
  Score: Raw -2361920.418028 + Penalty 3228.508159 = -2358691.909870
  nChanged 888
		SP:Iteration 10Q (16409.320000 sec): 3 clusters
  Score: Raw -2362388.703204 + Penalty 3228.508159 = -2359160.195045
  nChanged 865
		SP:Iteration 11Q (16409.370000 sec): 3 clusters
  Score: Raw -2362859.123402 + Penalty 3228.508159 = -2359630.615243
  nChanged 846
		SP:Iteration 12Q (16409.430000 sec): 3 clusters
  Score: Raw -2363376.335176 + Penalty 3228.508159 = -2360147.827017
  nChanged 803
		SP:Iteration 13Q (16409.480000 sec): 3 clusters
  Score: Raw -2363903.996744 + Penalty 3228.508159 = -2360675.488585
  nChanged 713
		SP:Iteration 14Q (16409.540000 sec): 3 clusters
  Score: Raw -2364402.261793 + Penalty 3228.508159 = -2361173.753634
  nChanged 590
		SP:Iteration 15Q (16409.590000 sec): 3 clusters
  Score: Raw -2364818.324627 + Penalty 3228.508159 = -2361589.816468
  nChanged 439
		SP:Iteration 16Q (16409.650000 sec): 3 clusters
  Score: Raw -2365120.603840 + Penalty 3228.508159 = -2361892.095682
  nChanged 289
		SP:Iteration 17Q (16409.700000 sec): 3 clusters
  Score: Raw -2365308.226774 + Penalty 3228.508159 = -2362079.718616
  nChanged 197
		SP:Iteration 18Q (16409.750000 sec): 3 clusters
  Score: Raw -2365448.785087 + Penalty 3228.508159 = -2362220.276928
  nChanged 150
		SP:Iteration 19Q (16409.790000 sec): 3 clusters
  Score: Raw -2365552.563683 + Penalty 3228.508159 = -2362324.055524
  nChanged 103
		SP:Iteration 20F (16409.850000 sec): 3 clusters
  Score: Raw -2365627.360848 + Penalty 3228.508159 = -2362398.852689
  nChanged 80
		SP:Iteration 21Q (16409.890000 sec): 3 clusters
  Score: Raw -2365692.464336 + Penalty 3228.508159 = -2362463.956177
  nChanged 56
		SP:Iteration 22Q (16409.930000 sec): 3 clusters
  Score: Raw -2365741.360139 + Penalty 3228.508159 = -2362512.851981
  nChanged 46
		SP:Iteration 23Q (16409.980000 sec): 3 clusters
  Score: Raw -2365787.384540 + Penalty 3228.508159 = -2362558.876381
  nChanged 28
		SP:Iteration 24Q (16410.020000 sec): 3 clusters
  Score: Raw -2365811.398709 + Penalty 3228.508159 = -2362582.890550
  nChanged 20
		SP:Iteration 25Q (16410.060000 sec): 3 clusters
  Score: Raw -2365830.299540 + Penalty 3228.508159 = -2362601.791382
  nChanged 14
		SP:Iteration 26Q (16410.110000 sec): 3 clusters
  Score: Raw -2365837.713628 + Penalty 3228.508159 = -2362609.205469
  nChanged 3
		SP:Iteration 27Q (16410.150000 sec): 3 clusters
  Score: Raw -2365838.876853 + Penalty 3228.508159 = -2362610.368694
  nChanged 3
		SP:Iteration 28Q (16410.190000 sec): 3 clusters
  Score: Raw -2365840.571681 + Penalty 3228.508159 = -2362612.063522
  nChanged 2
		SP:Iteration 29Q (16410.230000 sec): 3 clusters
  Score: Raw -2365841.408272 + Penalty 3228.508159 = -2362612.900114
  nChanged 2
		SP:Iteration 30Q (16410.270000 sec): 3 clusters
  Score: Raw -2365842.185658 + Penalty 3228.508159 = -2362613.677500
  nChanged 1
		SP:Iteration 31Q (16410.310000 sec): 3 clusters
  Score: Raw -2365842.416110 + Penalty 3228.508159 = -2362613.907952
  nChanged 1
		SP:Iteration 32Q (16410.350000 sec): 3 clusters
  Score: Raw -2365842.812973 + Penalty 3228.508159 = -2362614.304814
  nChanged 0
		SP:Iteration 33F (16410.410000 sec): 3 clusters
  Score: Raw -2365842.812973 + Penalty 3228.508159 = -2362614.304814
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16410.430000 sec): 2 clusters
  Score: Raw -39114.462014 + Penalty 957.840461 = -38156.621553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16410.430000 sec): 3 clusters
  Score: Raw -39154.447812 + Penalty 1915.680921 = -37238.766891
  nChanged 62
		SP:Iteration 1F (16410.430000 sec): 3 clusters
  Score: Raw -39269.992223 + Penalty 1915.680921 = -37354.311302
  nChanged 19
		SP:Iteration 2F (16410.440000 sec): 3 clusters
  Score: Raw -39305.071083 + Penalty 1915.680921 = -37389.390162
  nChanged 5
		SP:Iteration 3Q (16410.440000 sec): 3 clusters
  Score: Raw -39312.894625 + Penalty 1915.680921 = -37397.213704
  nChanged 6
		SP:Iteration 4Q (16410.440000 sec): 3 clusters
  Score: Raw -39323.096847 + Penalty 1915.680921 = -37407.415925
  nChanged 4
		SP:Iteration 5Q (16410.440000 sec): 3 clusters
  Score: Raw -39332.846220 + Penalty 1915.680921 = -37417.165299
  nChanged 4
		SP:Iteration 6Q (16410.440000 sec): 3 clusters
  Score: Raw -39340.819785 + Penalty 1915.680921 = -37425.138864
  nChanged 1
		SP:Iteration 7Q (16410.440000 sec): 3 clusters
  Score: Raw -39343.940246 + Penalty 1915.680921 = -37428.259324
  nChanged 2
		SP:Iteration 8Q (16410.440000 sec): 3 clusters
  Score: Raw -39347.286764 + Penalty 1915.680921 = -37431.605843
  nChanged 1
		SP:Iteration 9Q (16410.440000 sec): 3 clusters
  Score: Raw -39348.286285 + Penalty 1915.680921 = -37432.605364
  nChanged 1
		SP:Iteration 10Q (16410.440000 sec): 3 clusters
  Score: Raw -39351.052679 + Penalty 1915.680921 = -37435.371758
  nChanged 2
		SP:Iteration 11Q (16410.440000 sec): 3 clusters
  Score: Raw -39366.217306 + Penalty 1915.680921 = -37450.536385
  nChanged 1
		SP:Iteration 12Q (16410.440000 sec): 3 clusters
  Score: Raw -39370.573021 + Penalty 1915.680921 = -37454.892099
  nChanged 1
		SP:Iteration 13Q (16410.440000 sec): 3 clusters
  Score: Raw -39371.571974 + Penalty 1915.680921 = -37455.891053
  nChanged 0
		SP:Iteration 14F (16410.440000 sec): 3 clusters
  Score: Raw -39371.571974 + Penalty 1915.680921 = -37455.891053
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (7247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16410.480000 sec): 2 clusters
  Score: Raw -848825.090674 + Penalty 1444.355716 = -847380.734958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16410.500000 sec): 3 clusters
  Score: Raw -844917.167198 + Penalty 2888.711432 = -842028.455765
  nChanged 3041
		SP:Iteration 1F (16410.520000 sec): 3 clusters
  Score: Raw -846569.390985 + Penalty 2888.711432 = -843680.679553
  nChanged 472
		SP:Iteration 2F (16410.540000 sec): 3 clusters
  Score: Raw -846804.672939 + Penalty 2888.711432 = -843915.961507
  nChanged 393
		SP:Iteration 3F (16410.560000 sec): 3 clusters
  Score: Raw -847011.002627 + Penalty 2888.711432 = -844122.291194
  nChanged 372
		SP:Iteration 4F (16410.580000 sec): 3 clusters
  Score: Raw -847206.067901 + Penalty 2888.711432 = -844317.356468
  nChanged 380
		SP:Iteration 5F (16410.600000 sec): 3 clusters
  Score: Raw -847423.884192 + Penalty 2888.711432 = -844535.172760
  nChanged 361
		SP:Iteration 6Q (16410.620000 sec): 3 clusters
  Score: Raw -847665.216079 + Penalty 2888.711432 = -844776.504647
  nChanged 367
		SP:Iteration 7F (16410.630000 sec): 3 clusters
  Score: Raw -847916.437649 + Penalty 2888.711432 = -845027.726217
  nChanged 343
		SP:Iteration 8Q (16410.650000 sec): 3 clusters
  Score: Raw -848163.605115 + Penalty 2888.711432 = -845274.893682
  nChanged 339
		SP:Iteration 9Q (16410.670000 sec): 3 clusters
  Score: Raw -848428.705159 + Penalty 2888.711432 = -845539.993727
  nChanged 297
		SP:Iteration 10Q (16410.690000 sec): 3 clusters
  Score: Raw -848677.359049 + Penalty 2888.711432 = -845788.647616
  nChanged 244
		SP:Iteration 11Q (16410.700000 sec): 3 clusters
  Score: Raw -848875.861836 + Penalty 2888.711432 = -845987.150404
  nChanged 206
		SP:Iteration 12Q (16410.720000 sec): 3 clusters
  Score: Raw -849071.510874 + Penalty 2888.711432 = -846182.799441
  nChanged 146
		SP:Iteration 13Q (16410.740000 sec): 3 clusters
  Score: Raw -849200.025205 + Penalty 2888.711432 = -846311.313773
  nChanged 102
		SP:Iteration 14Q (16410.760000 sec): 3 clusters
  Score: Raw -849261.911640 + Penalty 2888.711432 = -846373.200208
  nChanged 80
		SP:Iteration 15Q (16410.770000 sec): 3 clusters
  Score: Raw -849294.673038 + Penalty 2888.711432 = -846405.961606
  nChanged 58
		SP:Iteration 16Q (16410.790000 sec): 3 clusters
  Score: Raw -849319.100890 + Penalty 2888.711432 = -846430.389457
  nChanged 44
		SP:Iteration 17Q (16410.800000 sec): 3 clusters
  Score: Raw -849334.434562 + Penalty 2888.711432 = -846445.723130
  nChanged 36
		SP:Iteration 18Q (16410.820000 sec): 3 clusters
  Score: Raw -849347.566158 + Penalty 2888.711432 = -846458.854726
  nChanged 28
		SP:Iteration 19Q (16410.840000 sec): 3 clusters
  Score: Raw -849356.087850 + Penalty 2888.711432 = -846467.376418
  nChanged 27
		SP:Iteration 20F (16410.850000 sec): 3 clusters
  Score: Raw -849366.872014 + Penalty 2888.711432 = -846478.160582
  nChanged 21
		SP:Iteration 21Q (16410.870000 sec): 3 clusters
  Score: Raw -849375.673331 + Penalty 2888.711432 = -846486.961898
  nChanged 21
		SP:Iteration 22Q (16410.880000 sec): 3 clusters
  Score: Raw -849381.589885 + Penalty 2888.711432 = -846492.878453
  nChanged 17
		SP:Iteration 23Q (16410.900000 sec): 3 clusters
  Score: Raw -849385.522785 + Penalty 2888.711432 = -846496.811353
  nChanged 13
		SP:Iteration 24Q (16410.920000 sec): 3 clusters
  Score: Raw -849387.525372 + Penalty 2888.711432 = -846498.813939
  nChanged 6
		SP:Iteration 25Q (16410.930000 sec): 3 clusters
  Score: Raw -849388.473768 + Penalty 2888.711432 = -846499.762335
  nChanged 3
		SP:Iteration 26Q (16410.950000 sec): 3 clusters
  Score: Raw -849388.767553 + Penalty 2888.711432 = -846500.056120
  nChanged 1
		SP:Iteration 27Q (16410.960000 sec): 3 clusters
  Score: Raw -849388.867739 + Penalty 2888.711432 = -846500.156306
  nChanged 1
		SP:Iteration 28Q (16410.980000 sec): 3 clusters
  Score: Raw -849388.974446 + Penalty 2888.711432 = -846500.263014
  nChanged 0
		SP:Iteration 29F (16411.000000 sec): 3 clusters
  Score: Raw -849388.974446 + Penalty 2888.711432 = -846500.263014
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16411.020000 sec): 2 clusters
  Score: Raw -439665.990279 + Penalty 1358.245184 = -438307.745095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16411.030000 sec): 3 clusters
  Score: Raw -437600.852181 + Penalty 2716.490367 = -434884.361814
  nChanged 1702
		SP:Iteration 1F (16411.040000 sec): 3 clusters
  Score: Raw -438910.837769 + Penalty 2716.490367 = -436194.347402
  nChanged 427
		SP:Iteration 2F (16411.060000 sec): 3 clusters
  Score: Raw -439336.371903 + Penalty 2716.490367 = -436619.881536
  nChanged 313
		SP:Iteration 3F (16411.070000 sec): 3 clusters
  Score: Raw -439591.684176 + Penalty 2716.490367 = -436875.193809
  nChanged 237
		SP:Iteration 4F (16411.080000 sec): 3 clusters
  Score: Raw -439766.229187 + Penalty 2716.490367 = -437049.738820
  nChanged 185
		SP:Iteration 5Q (16411.090000 sec): 3 clusters
  Score: Raw -439892.437798 + Penalty 2716.490367 = -437175.947431
  nChanged 137
		SP:Iteration 6Q (16411.100000 sec): 3 clusters
  Score: Raw -440000.874142 + Penalty 2716.490367 = -437284.383775
  nChanged 140
		SP:Iteration 7Q (16411.110000 sec): 3 clusters
  Score: Raw -440102.215949 + Penalty 2716.490367 = -437385.725582
  nChanged 127
		SP:Iteration 8Q (16411.120000 sec): 3 clusters
  Score: Raw -440179.733833 + Penalty 2716.490367 = -437463.243465
  nChanged 81
		SP:Iteration 9Q (16411.130000 sec): 3 clusters
  Score: Raw -440221.936915 + Penalty 2716.490367 = -437505.446548
  nChanged 72
		SP:Iteration 10Q (16411.140000 sec): 3 clusters
  Score: Raw -440261.114971 + Penalty 2716.490367 = -437544.624604
  nChanged 62
		SP:Iteration 11Q (16411.150000 sec): 3 clusters
  Score: Raw -440289.924372 + Penalty 2716.490367 = -437573.434004
  nChanged 56
		SP:Iteration 12Q (16411.160000 sec): 3 clusters
  Score: Raw -440313.446198 + Penalty 2716.490367 = -437596.955831
  nChanged 37
		SP:Iteration 13Q (16411.170000 sec): 3 clusters
  Score: Raw -440332.035107 + Penalty 2716.490367 = -437615.544740
  nChanged 43
		SP:Iteration 14Q (16411.180000 sec): 3 clusters
  Score: Raw -440350.530178 + Penalty 2716.490367 = -437634.039811
  nChanged 28
		SP:Iteration 15Q (16411.190000 sec): 3 clusters
  Score: Raw -440361.770730 + Penalty 2716.490367 = -437645.280362
  nChanged 26
		SP:Iteration 16Q (16411.200000 sec): 3 clusters
  Score: Raw -440369.193931 + Penalty 2716.490367 = -437652.703564
  nChanged 19
		SP:Iteration 17Q (16411.210000 sec): 3 clusters
  Score: Raw -440374.197910 + Penalty 2716.490367 = -437657.707543
  nChanged 13
		SP:Iteration 18Q (16411.220000 sec): 3 clusters
  Score: Raw -440377.281980 + Penalty 2716.490367 = -437660.791612
  nChanged 17
		SP:Iteration 19Q (16411.230000 sec): 3 clusters
  Score: Raw -440381.512907 + Penalty 2716.490367 = -437665.022540
  nChanged 12
		SP:Iteration 20F (16411.240000 sec): 3 clusters
  Score: Raw -440384.823021 + Penalty 2716.490367 = -437668.332654
  nChanged 10
		SP:Iteration 21Q (16411.250000 sec): 3 clusters
  Score: Raw -440388.769271 + Penalty 2716.490367 = -437672.278904
  nChanged 10
		SP:Iteration 22Q (16411.260000 sec): 3 clusters
  Score: Raw -440394.375613 + Penalty 2716.490367 = -437677.885246
  nChanged 13
		SP:Iteration 23Q (16411.270000 sec): 3 clusters
  Score: Raw -440399.480207 + Penalty 2716.490367 = -437682.989840
  nChanged 15
		SP:Iteration 24Q (16411.280000 sec): 3 clusters
  Score: Raw -440406.695169 + Penalty 2716.490367 = -437690.204802
  nChanged 14
		SP:Iteration 25Q (16411.290000 sec): 3 clusters
  Score: Raw -440411.768044 + Penalty 2716.490367 = -437695.277677
  nChanged 12
		SP:Iteration 26Q (16411.300000 sec): 3 clusters
  Score: Raw -440416.155414 + Penalty 2716.490367 = -437699.665047
  nChanged 8
		SP:Iteration 27Q (16411.310000 sec): 3 clusters
  Score: Raw -440417.681761 + Penalty 2716.490367 = -437701.191393
  nChanged 8
		SP:Iteration 28Q (16411.320000 sec): 3 clusters
  Score: Raw -440419.618916 + Penalty 2716.490367 = -437703.128549
  nChanged 8
		SP:Iteration 29Q (16411.330000 sec): 3 clusters
  Score: Raw -440422.004053 + Penalty 2716.490367 = -437705.513686
  nChanged 14
		SP:Iteration 30Q (16411.340000 sec): 3 clusters
  Score: Raw -440428.852203 + Penalty 2716.490367 = -437712.361836
  nChanged 16
		SP:Iteration 31Q (16411.340000 sec): 3 clusters
  Score: Raw -440435.095521 + Penalty 2716.490367 = -437718.605154
  nChanged 25
		SP:Iteration 32Q (16411.360000 sec): 3 clusters
  Score: Raw -440444.387382 + Penalty 2716.490367 = -437727.897015
  nChanged 14
		SP:Iteration 33Q (16411.360000 sec): 3 clusters
  Score: Raw -440449.663819 + Penalty 2716.490367 = -437733.173452
  nChanged 16
		SP:Iteration 34Q (16411.380000 sec): 3 clusters
  Score: Raw -440455.164395 + Penalty 2716.490367 = -437738.674027
  nChanged 19
		SP:Iteration 35Q (16411.380000 sec): 3 clusters
  Score: Raw -440459.447241 + Penalty 2716.490367 = -437742.956874
  nChanged 16
		SP:Iteration 36Q (16411.400000 sec): 3 clusters
  Score: Raw -440464.226901 + Penalty 2716.490367 = -437747.736533
  nChanged 13
		SP:Iteration 37Q (16411.400000 sec): 3 clusters
  Score: Raw -440468.576796 + Penalty 2716.490367 = -437752.086429
  nChanged 13
		SP:Iteration 38Q (16411.420000 sec): 3 clusters
  Score: Raw -440472.168834 + Penalty 2716.490367 = -437755.678467
  nChanged 8
		SP:Iteration 39Q (16411.420000 sec): 3 clusters
  Score: Raw -440474.250377 + Penalty 2716.490367 = -437757.760009
  nChanged 8
		SP:Iteration 40F (16411.440000 sec): 3 clusters
  Score: Raw -440476.383580 + Penalty 2716.490367 = -437759.893213
  nChanged 5
		SP:Iteration 41Q (16411.440000 sec): 3 clusters
  Score: Raw -440477.690928 + Penalty 2716.490367 = -437761.200561
  nChanged 4
		SP:Iteration 42Q (16411.460000 sec): 3 clusters
  Score: Raw -440478.609939 + Penalty 2716.490367 = -437762.119571
  nChanged 4
		SP:Iteration 43Q (16411.460000 sec): 3 clusters
  Score: Raw -440479.515535 + Penalty 2716.490367 = -437763.025168
  nChanged 5
		SP:Iteration 44Q (16411.480000 sec): 3 clusters
  Score: Raw -440480.534288 + Penalty 2716.490367 = -437764.043921
  nChanged 3
		SP:Iteration 45Q (16411.480000 sec): 3 clusters
  Score: Raw -440481.164543 + Penalty 2716.490367 = -437764.674175
  nChanged 3
		SP:Iteration 46Q (16411.500000 sec): 3 clusters
  Score: Raw -440481.910373 + Penalty 2716.490367 = -437765.420005
  nChanged 2
		SP:Iteration 47Q (16411.500000 sec): 3 clusters
  Score: Raw -440482.206180 + Penalty 2716.490367 = -437765.715813
  nChanged 1
		SP:Iteration 48Q (16411.520000 sec): 3 clusters
  Score: Raw -440482.581346 + Penalty 2716.490367 = -437766.090979
  nChanged 3
		SP:Iteration 49Q (16411.520000 sec): 3 clusters
  Score: Raw -440483.158954 + Penalty 2716.490367 = -437766.668587
  nChanged 3
		SP:Iteration 50Q (16411.540000 sec): 3 clusters
  Score: Raw -440483.570776 + Penalty 2716.490367 = -437767.080409
  nChanged 0
		SP:Iteration 51F (16411.540000 sec): 3 clusters
  Score: Raw -440483.570776 + Penalty 2716.490367 = -437767.080409
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16411.560000 sec): 2 clusters
  Score: Raw -192461.255539 + Penalty 1211.297925 = -191249.957614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16411.560000 sec): 3 clusters
  Score: Raw -191748.637372 + Penalty 2422.595850 = -189326.041522
  nChanged 603
		SP:Iteration 1F (16411.560000 sec): 3 clusters
  Score: Raw -192154.985099 + Penalty 2422.595850 = -189732.389249
  nChanged 150
		SP:Iteration 2F (16411.570000 sec): 3 clusters
  Score: Raw -192280.371076 + Penalty 2422.595850 = -189857.775226
  nChanged 88
		SP:Iteration 3F (16411.570000 sec): 3 clusters
  Score: Raw -192353.047591 + Penalty 2422.595850 = -189930.451740
  nChanged 65
		SP:Iteration 4Q (16411.580000 sec): 3 clusters
  Score: Raw -192406.163376 + Penalty 2422.595850 = -189983.567526
  nChanged 74
		SP:Iteration 5Q (16411.580000 sec): 3 clusters
  Score: Raw -192472.902596 + Penalty 2422.595850 = -190050.306746
  nChanged 64
		SP:Iteration 6Q (16411.580000 sec): 3 clusters
  Score: Raw -192533.905906 + Penalty 2422.595850 = -190111.310056
  nChanged 77
		SP:Iteration 7Q (16411.590000 sec): 3 clusters
  Score: Raw -192609.037445 + Penalty 2422.595850 = -190186.441595
  nChanged 77
		SP:Iteration 8Q (16411.600000 sec): 3 clusters
  Score: Raw -192688.055052 + Penalty 2422.595850 = -190265.459202
  nChanged 78
		SP:Iteration 9Q (16411.600000 sec): 3 clusters
  Score: Raw -192775.313124 + Penalty 2422.595850 = -190352.717274
  nChanged 61
		SP:Iteration 10Q (16411.600000 sec): 3 clusters
  Score: Raw -192844.935221 + Penalty 2422.595850 = -190422.339371
  nChanged 40
		SP:Iteration 11Q (16411.610000 sec): 3 clusters
  Score: Raw -192877.210987 + Penalty 2422.595850 = -190454.615137
  nChanged 23
		SP:Iteration 12Q (16411.610000 sec): 3 clusters
  Score: Raw -192903.021376 + Penalty 2422.595850 = -190480.425526
  nChanged 21
		SP:Iteration 13Q (16411.620000 sec): 3 clusters
  Score: Raw -192925.324548 + Penalty 2422.595850 = -190502.728698
  nChanged 25
		SP:Iteration 14Q (16411.620000 sec): 3 clusters
  Score: Raw -192946.325104 + Penalty 2422.595850 = -190523.729253
  nChanged 24
		SP:Iteration 15Q (16411.620000 sec): 3 clusters
  Score: Raw -192967.253638 + Penalty 2422.595850 = -190544.657788
  nChanged 16
		SP:Iteration 16Q (16411.630000 sec): 3 clusters
  Score: Raw -192987.785228 + Penalty 2422.595850 = -190565.189377
  nChanged 11
		SP:Iteration 17Q (16411.630000 sec): 3 clusters
  Score: Raw -192994.239135 + Penalty 2422.595850 = -190571.643285
  nChanged 10
		SP:Iteration 18Q (16411.640000 sec): 3 clusters
  Score: Raw -193000.658167 + Penalty 2422.595850 = -190578.062317
  nChanged 8
		SP:Iteration 19Q (16411.640000 sec): 3 clusters
  Score: Raw -193005.350111 + Penalty 2422.595850 = -190582.754261
  nChanged 4
		SP:Iteration 20F (16411.640000 sec): 3 clusters
  Score: Raw -193007.700827 + Penalty 2422.595850 = -190585.104977
  nChanged 3
		SP:Iteration 21Q (16411.650000 sec): 3 clusters
  Score: Raw -193009.181392 + Penalty 2422.595850 = -190586.585542
  nChanged 2
		SP:Iteration 22Q (16411.650000 sec): 3 clusters
  Score: Raw -193010.769265 + Penalty 2422.595850 = -190588.173415
  nChanged 2
		SP:Iteration 23Q (16411.660000 sec): 3 clusters
  Score: Raw -193011.450438 + Penalty 2422.595850 = -190588.854588
  nChanged 2
		SP:Iteration 24Q (16411.660000 sec): 3 clusters
  Score: Raw -193012.247312 + Penalty 2422.595850 = -190589.651462
  nChanged 2
		SP:Iteration 25Q (16411.660000 sec): 3 clusters
  Score: Raw -193012.846203 + Penalty 2422.595850 = -190590.250353
  nChanged 1
		SP:Iteration 26Q (16411.670000 sec): 3 clusters
  Score: Raw -193013.417732 + Penalty 2422.595850 = -190590.821882
  nChanged 2
		SP:Iteration 27Q (16411.680000 sec): 3 clusters
  Score: Raw -193014.275208 + Penalty 2422.595850 = -190591.679358
  nChanged 2
		SP:Iteration 28Q (16411.680000 sec): 3 clusters
  Score: Raw -193015.574797 + Penalty 2422.595850 = -190592.978947
  nChanged 1
		SP:Iteration 29Q (16411.680000 sec): 3 clusters
  Score: Raw -193016.082704 + Penalty 2422.595850 = -190593.486853
  nChanged 1
		SP:Iteration 30Q (16411.690000 sec): 3 clusters
  Score: Raw -193016.634318 + Penalty 2422.595850 = -190594.038468
  nChanged 4
		SP:Iteration 31Q (16411.690000 sec): 3 clusters
  Score: Raw -193019.532589 + Penalty 2422.595850 = -190596.936739
  nChanged 1
		SP:Iteration 32Q (16411.700000 sec): 3 clusters
  Score: Raw -193019.876995 + Penalty 2422.595850 = -190597.281145
  nChanged 1
		SP:Iteration 33Q (16411.700000 sec): 3 clusters
  Score: Raw -193020.323602 + Penalty 2422.595850 = -190597.727751
  nChanged 1
		SP:Iteration 34Q (16411.700000 sec): 3 clusters
  Score: Raw -193020.621665 + Penalty 2422.595850 = -190598.025815
  nChanged 0
		SP:Iteration 35F (16411.710000 sec): 3 clusters
  Score: Raw -193020.621665 + Penalty 2422.595850 = -190598.025815
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16411.730000 sec): 2 clusters
  Score: Raw -498394.609254 + Penalty 1366.995016 = -497027.614238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16411.740000 sec): 3 clusters
  Score: Raw -496126.350958 + Penalty 2733.990032 = -493392.360926
  nChanged 1822
		SP:Iteration 1F (16411.750000 sec): 3 clusters
  Score: Raw -497122.243974 + Penalty 2733.990032 = -494388.253942
  nChanged 311
		SP:Iteration 2F (16411.760000 sec): 3 clusters
  Score: Raw -497280.708310 + Penalty 2733.990032 = -494546.718278
  nChanged 239
		SP:Iteration 3F (16411.780000 sec): 3 clusters
  Score: Raw -497407.204668 + Penalty 2733.990032 = -494673.214636
  nChanged 212
		SP:Iteration 4Q (16411.790000 sec): 3 clusters
  Score: Raw -497539.061220 + Penalty 2733.990032 = -494805.071188
  nChanged 226
		SP:Iteration 5F (16411.800000 sec): 3 clusters
  Score: Raw -497704.985900 + Penalty 2733.990032 = -494970.995868
  nChanged 252
		SP:Iteration 6F (16411.810000 sec): 3 clusters
  Score: Raw -497921.746435 + Penalty 2733.990032 = -495187.756403
  nChanged 302
		SP:Iteration 7F (16411.820000 sec): 3 clusters
  Score: Raw -498184.108775 + Penalty 2733.990032 = -495450.118743
  nChanged 259
		SP:Iteration 8F (16411.830000 sec): 3 clusters
  Score: Raw -498386.831018 + Penalty 2733.990032 = -495652.840986
  nChanged 226
		SP:Iteration 9F (16411.840000 sec): 3 clusters
  Score: Raw -498529.777719 + Penalty 2733.990032 = -495795.787687
  nChanged 169
		SP:Iteration 10Q (16411.850000 sec): 3 clusters
  Score: Raw -498626.214330 + Penalty 2733.990032 = -495892.224298
  nChanged 108
		SP:Iteration 11Q (16411.860000 sec): 3 clusters
  Score: Raw -498678.574490 + Penalty 2733.990032 = -495944.584458
  nChanged 81
		SP:Iteration 12Q (16411.880000 sec): 3 clusters
  Score: Raw -498718.964945 + Penalty 2733.990032 = -495984.974913
  nChanged 76
		SP:Iteration 13Q (16411.890000 sec): 3 clusters
  Score: Raw -498751.674610 + Penalty 2733.990032 = -496017.684578
  nChanged 47
		SP:Iteration 14Q (16411.900000 sec): 3 clusters
  Score: Raw -498767.367436 + Penalty 2733.990032 = -496033.377404
  nChanged 33
		SP:Iteration 15Q (16411.910000 sec): 3 clusters
  Score: Raw -498779.266333 + Penalty 2733.990032 = -496045.276301
  nChanged 23
		SP:Iteration 16Q (16411.920000 sec): 3 clusters
  Score: Raw -498785.714141 + Penalty 2733.990032 = -496051.724110
  nChanged 10
		SP:Iteration 17Q (16411.930000 sec): 3 clusters
  Score: Raw -498788.694491 + Penalty 2733.990032 = -496054.704459
  nChanged 10
		SP:Iteration 18Q (16411.940000 sec): 3 clusters
  Score: Raw -498791.507384 + Penalty 2733.990032 = -496057.517352
  nChanged 7
		SP:Iteration 19Q (16411.950000 sec): 3 clusters
  Score: Raw -498793.598870 + Penalty 2733.990032 = -496059.608838
  nChanged 7
		SP:Iteration 20F (16411.960000 sec): 3 clusters
  Score: Raw -498795.189592 + Penalty 2733.990032 = -496061.199560
  nChanged 4
		SP:Iteration 21Q (16411.980000 sec): 3 clusters
  Score: Raw -498796.215661 + Penalty 2733.990032 = -496062.225629
  nChanged 4
		SP:Iteration 22Q (16411.990000 sec): 3 clusters
  Score: Raw -498796.963012 + Penalty 2733.990032 = -496062.972980
  nChanged 2
		SP:Iteration 23Q (16412.000000 sec): 3 clusters
  Score: Raw -498797.247246 + Penalty 2733.990032 = -496063.257214
  nChanged 2
		SP:Iteration 24Q (16412.010000 sec): 3 clusters
  Score: Raw -498797.879616 + Penalty 2733.990032 = -496063.889584
  nChanged 2
		SP:Iteration 25Q (16412.020000 sec): 3 clusters
  Score: Raw -498798.393507 + Penalty 2733.990032 = -496064.403475
  nChanged 0
		SP:Iteration 26F (16412.030000 sec): 3 clusters
  Score: Raw -498798.393507 + Penalty 2733.990032 = -496064.403475
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16412.120000 sec): 2 clusters
  Score: Raw -2147489.358772 + Penalty 1591.897453 = -2145897.461319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16412.160000 sec): 3 clusters
  Score: Raw -2136792.431810 + Penalty 3183.794907 = -2133608.636903
  nChanged 7999
		SP:Iteration 1F (16412.210000 sec): 3 clusters
  Score: Raw -2141215.261299 + Penalty 3183.794907 = -2138031.466392
  nChanged 923
		SP:Iteration 2F (16412.260000 sec): 3 clusters
  Score: Raw -2141524.186321 + Penalty 3183.794907 = -2138340.391414
  nChanged 800
		SP:Iteration 3Q (16412.310000 sec): 3 clusters
  Score: Raw -2141805.059460 + Penalty 3183.794907 = -2138621.264553
  nChanged 722
		SP:Iteration 4Q (16412.350000 sec): 3 clusters
  Score: Raw -2142096.305684 + Penalty 3183.794907 = -2138912.510777
  nChanged 807
		SP:Iteration 5Q (16412.400000 sec): 3 clusters
  Score: Raw -2142508.006213 + Penalty 3183.794907 = -2139324.211306
  nChanged 959
		SP:Iteration 6F (16412.450000 sec): 3 clusters
  Score: Raw -2143092.772756 + Penalty 3183.794907 = -2139908.977849
  nChanged 1088
		SP:Iteration 7F (16412.490000 sec): 3 clusters
  Score: Raw -2143848.047579 + Penalty 3183.794907 = -2140664.252672
  nChanged 1139
		SP:Iteration 8F (16412.540000 sec): 3 clusters
  Score: Raw -2144728.463333 + Penalty 3183.794907 = -2141544.668426
  nChanged 1071
		SP:Iteration 9F (16412.590000 sec): 3 clusters
  Score: Raw -2145620.748816 + Penalty 3183.794907 = -2142436.953909
  nChanged 871
		SP:Iteration 10Q (16412.630000 sec): 3 clusters
  Score: Raw -2146376.940592 + Penalty 3183.794907 = -2143193.145685
  nChanged 604
		SP:Iteration 11Q (16412.670000 sec): 3 clusters
  Score: Raw -2146928.327898 + Penalty 3183.794907 = -2143744.532991
  nChanged 357
		SP:Iteration 12Q (16412.710000 sec): 3 clusters
  Score: Raw -2147255.616244 + Penalty 3183.794907 = -2144071.821337
  nChanged 171
		SP:Iteration 13Q (16412.750000 sec): 3 clusters
  Score: Raw -2147427.872083 + Penalty 3183.794907 = -2144244.077177
  nChanged 84
		SP:Iteration 14Q (16412.780000 sec): 3 clusters
  Score: Raw -2147520.713376 + Penalty 3183.794907 = -2144336.918469
  nChanged 47
		SP:Iteration 15Q (16412.810000 sec): 3 clusters
  Score: Raw -2147593.193254 + Penalty 3183.794907 = -2144409.398347
  nChanged 26
		SP:Iteration 16Q (16412.850000 sec): 3 clusters
  Score: Raw -2147628.122817 + Penalty 3183.794907 = -2144444.327910
  nChanged 16
		SP:Iteration 17Q (16412.880000 sec): 3 clusters
  Score: Raw -2147643.433631 + Penalty 3183.794907 = -2144459.638724
  nChanged 11
		SP:Iteration 18Q (16412.910000 sec): 3 clusters
  Score: Raw -2147656.987009 + Penalty 3183.794907 = -2144473.192102
  nChanged 7
		SP:Iteration 19Q (16412.950000 sec): 3 clusters
  Score: Raw -2147661.935906 + Penalty 3183.794907 = -2144478.141000
  nChanged 2
		SP:Iteration 20F (16412.990000 sec): 3 clusters
  Score: Raw -2147664.337211 + Penalty 3183.794907 = -2144480.542305
  nChanged 5
		SP:Iteration 21Q (16413.030000 sec): 3 clusters
  Score: Raw -2147671.276689 + Penalty 3183.794907 = -2144487.481782
  nChanged 6
		SP:Iteration 22Q (16413.060000 sec): 3 clusters
  Score: Raw -2147680.094244 + Penalty 3183.794907 = -2144496.299337
  nChanged 4
		SP:Iteration 23Q (16413.090000 sec): 3 clusters
  Score: Raw -2147683.647444 + Penalty 3183.794907 = -2144499.852537
  nChanged 3
		SP:Iteration 24Q (16413.120000 sec): 3 clusters
  Score: Raw -2147685.113498 + Penalty 3183.794907 = -2144501.318592
  nChanged 0
		SP:Iteration 25F (16413.170000 sec): 3 clusters
  Score: Raw -2147685.113498 + Penalty 3183.794907 = -2144501.318592
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16413.250000 sec): 2 clusters
  Score: Raw -2382006.066245 + Penalty 1609.568407 = -2380396.497838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16413.300000 sec): 3 clusters
  Score: Raw -2370057.953242 + Penalty 3219.136815 = -2366838.816427
  nChanged 8914
		SP:Iteration 1F (16413.350000 sec): 3 clusters
  Score: Raw -2375271.402807 + Penalty 3219.136815 = -2372052.265993
  nChanged 1170
		SP:Iteration 2F (16413.400000 sec): 3 clusters
  Score: Raw -2375835.843888 + Penalty 3219.136815 = -2372616.707073
  nChanged 1206
		SP:Iteration 3F (16413.450000 sec): 3 clusters
  Score: Raw -2376549.547239 + Penalty 3219.136815 = -2373330.410424
  nChanged 1323
		SP:Iteration 4F (16413.510000 sec): 3 clusters
  Score: Raw -2377491.993041 + Penalty 3219.136815 = -2374272.856227
  nChanged 1399
		SP:Iteration 5F (16413.560000 sec): 3 clusters
  Score: Raw -2378634.955865 + Penalty 3219.136815 = -2375415.819050
  nChanged 1242
		SP:Iteration 6F (16413.610000 sec): 3 clusters
  Score: Raw -2379745.784260 + Penalty 3219.136815 = -2376526.647445
  nChanged 1011
		SP:Iteration 7F (16413.660000 sec): 3 clusters
  Score: Raw -2380722.300651 + Penalty 3219.136815 = -2377503.163837
  nChanged 677
		SP:Iteration 8Q (16413.710000 sec): 3 clusters
  Score: Raw -2381418.615432 + Penalty 3219.136815 = -2378199.478618
  nChanged 439
		SP:Iteration 9Q (16413.760000 sec): 3 clusters
  Score: Raw -2381850.850148 + Penalty 3219.136815 = -2378631.713333
  nChanged 244
		SP:Iteration 10Q (16413.800000 sec): 3 clusters
  Score: Raw -2382041.029261 + Penalty 3219.136815 = -2378821.892447
  nChanged 166
		SP:Iteration 11Q (16413.840000 sec): 3 clusters
  Score: Raw -2382154.486829 + Penalty 3219.136815 = -2378935.350015
  nChanged 114
		SP:Iteration 12Q (16413.880000 sec): 3 clusters
  Score: Raw -2382215.833675 + Penalty 3219.136815 = -2378996.696861
  nChanged 71
		SP:Iteration 13Q (16413.920000 sec): 3 clusters
  Score: Raw -2382252.859397 + Penalty 3219.136815 = -2379033.722583
  nChanged 57
		SP:Iteration 14Q (16413.960000 sec): 3 clusters
  Score: Raw -2382274.487674 + Penalty 3219.136815 = -2379055.350860
  nChanged 29
		SP:Iteration 15Q (16414.000000 sec): 3 clusters
  Score: Raw -2382284.095959 + Penalty 3219.136815 = -2379064.959145
  nChanged 22
		SP:Iteration 16Q (16414.040000 sec): 3 clusters
  Score: Raw -2382293.044761 + Penalty 3219.136815 = -2379073.907946
  nChanged 12
		SP:Iteration 17Q (16414.080000 sec): 3 clusters
  Score: Raw -2382297.342553 + Penalty 3219.136815 = -2379078.205739
  nChanged 14
		SP:Iteration 18Q (16414.110000 sec): 3 clusters
  Score: Raw -2382301.922395 + Penalty 3219.136815 = -2379082.785580
  nChanged 11
		SP:Iteration 19Q (16414.150000 sec): 3 clusters
  Score: Raw -2382305.483864 + Penalty 3219.136815 = -2379086.347050
  nChanged 8
		SP:Iteration 20F (16414.210000 sec): 3 clusters
  Score: Raw -2382308.081607 + Penalty 3219.136815 = -2379088.944793
  nChanged 4
		SP:Iteration 21Q (16414.250000 sec): 3 clusters
  Score: Raw -2382309.234592 + Penalty 3219.136815 = -2379090.097777
  nChanged 1
		SP:Iteration 22Q (16414.290000 sec): 3 clusters
  Score: Raw -2382309.467462 + Penalty 3219.136815 = -2379090.330647
  nChanged 2
		SP:Iteration 23Q (16414.330000 sec): 3 clusters
  Score: Raw -2382309.748990 + Penalty 3219.136815 = -2379090.612176
  nChanged 0
		SP:Iteration 24F (16414.380000 sec): 3 clusters
  Score: Raw -2382309.748990 + Penalty 3219.136815 = -2379090.612176
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16414.630000 sec): 2 clusters
  Score: Raw -8032598.782519 + Penalty 1809.614876 = -8030789.167643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16414.820000 sec): 3 clusters
  Score: Raw -7988592.633152 + Penalty 3619.229752 = -7984973.403400
  nChanged 32386
		SP:Iteration 1F (16415.000000 sec): 3 clusters
  Score: Raw -8006856.844380 + Penalty 3619.229752 = -8003237.614628
  nChanged 2660
		SP:Iteration 2Q (16415.190000 sec): 3 clusters
  Score: Raw -8007720.999908 + Penalty 3619.229752 = -8004101.770156
  nChanged 3019
		SP:Iteration 3Q (16415.380000 sec): 3 clusters
  Score: Raw -8009010.301799 + Penalty 3619.229752 = -8005391.072047
  nChanged 3645
		SP:Iteration 4F (16415.560000 sec): 3 clusters
  Score: Raw -8011072.878321 + Penalty 3619.229752 = -8007453.648570
  nChanged 4584
		SP:Iteration 5F (16415.750000 sec): 3 clusters
  Score: Raw -8014444.029591 + Penalty 3619.229752 = -8010824.799839
  nChanged 5418
		SP:Iteration 6F (16415.930000 sec): 3 clusters
  Score: Raw -8019222.390998 + Penalty 3619.229752 = -8015603.161246
  nChanged 5223
		SP:Iteration 7F (16416.110000 sec): 3 clusters
  Score: Raw -8024201.444660 + Penalty 3619.229752 = -8020582.214908
  nChanged 4049
		SP:Iteration 8F (16416.290000 sec): 3 clusters
  Score: Raw -8028175.063450 + Penalty 3619.229752 = -8024555.833698
  nChanged 2470
		SP:Iteration 9Q (16416.460000 sec): 3 clusters
  Score: Raw -8030595.488708 + Penalty 3619.229752 = -8026976.258956
  nChanged 1530
		SP:Iteration 10Q (16416.620000 sec): 3 clusters
  Score: Raw -8032003.818656 + Penalty 3619.229752 = -8028384.588904
  nChanged 950
		SP:Iteration 11Q (16416.760000 sec): 3 clusters
  Score: Raw -8032791.336127 + Penalty 3619.229752 = -8029172.106375
  nChanged 585
		SP:Iteration 12Q (16416.910000 sec): 3 clusters
  Score: Raw -8033328.071525 + Penalty 3619.229752 = -8029708.841773
  nChanged 383
		SP:Iteration 13Q (16417.050000 sec): 3 clusters
  Score: Raw -8033640.517661 + Penalty 3619.229752 = -8030021.287909
  nChanged 309
		SP:Iteration 14Q (16417.190000 sec): 3 clusters
  Score: Raw -8033800.712802 + Penalty 3619.229752 = -8030181.483050
  nChanged 257
		SP:Iteration 15Q (16417.330000 sec): 3 clusters
  Score: Raw -8033887.428364 + Penalty 3619.229752 = -8030268.198612
  nChanged 172
		SP:Iteration 16Q (16417.460000 sec): 3 clusters
  Score: Raw -8033931.743566 + Penalty 3619.229752 = -8030312.513814
  nChanged 129
		SP:Iteration 17Q (16417.600000 sec): 3 clusters
  Score: Raw -8033960.037006 + Penalty 3619.229752 = -8030340.807254
  nChanged 91
		SP:Iteration 18Q (16417.740000 sec): 3 clusters
  Score: Raw -8033980.124551 + Penalty 3619.229752 = -8030360.894799
  nChanged 93
		SP:Iteration 19Q (16417.870000 sec): 3 clusters
  Score: Raw -8033999.235353 + Penalty 3619.229752 = -8030380.005601
  nChanged 76
		SP:Iteration 20F (16418.060000 sec): 3 clusters
  Score: Raw -8034012.262541 + Penalty 3619.229752 = -8030393.032789
  nChanged 57
		SP:Iteration 21Q (16418.190000 sec): 3 clusters
  Score: Raw -8034020.780307 + Penalty 3619.229752 = -8030401.550555
  nChanged 41
		SP:Iteration 22Q (16418.320000 sec): 3 clusters
  Score: Raw -8034026.707883 + Penalty 3619.229752 = -8030407.478131
  nChanged 37
		SP:Iteration 23Q (16418.460000 sec): 3 clusters
  Score: Raw -8034031.909651 + Penalty 3619.229752 = -8030412.679899
  nChanged 32
		SP:Iteration 24Q (16418.590000 sec): 3 clusters
  Score: Raw -8034036.176087 + Penalty 3619.229752 = -8030416.946335
  nChanged 26
		SP:Iteration 25Q (16418.730000 sec): 3 clusters
  Score: Raw -8034040.105776 + Penalty 3619.229752 = -8030420.876024
  nChanged 25
		SP:Iteration 26Q (16418.860000 sec): 3 clusters
  Score: Raw -8034043.795484 + Penalty 3619.229752 = -8030424.565732
  nChanged 28
		SP:Iteration 27Q (16419.000000 sec): 3 clusters
  Score: Raw -8034047.073006 + Penalty 3619.229752 = -8030427.843254
  nChanged 15
		SP:Iteration 28Q (16419.130000 sec): 3 clusters
  Score: Raw -8034048.980744 + Penalty 3619.229752 = -8030429.750992
  nChanged 18
		SP:Iteration 29Q (16419.260000 sec): 3 clusters
  Score: Raw -8034051.041062 + Penalty 3619.229752 = -8030431.811310
  nChanged 9
		SP:Iteration 30Q (16419.400000 sec): 3 clusters
  Score: Raw -8034051.974693 + Penalty 3619.229752 = -8030432.744941
  nChanged 7
		SP:Iteration 31Q (16419.520000 sec): 3 clusters
  Score: Raw -8034052.626145 + Penalty 3619.229752 = -8030433.396393
  nChanged 5
		SP:Iteration 32Q (16419.660000 sec): 3 clusters
  Score: Raw -8034053.096634 + Penalty 3619.229752 = -8030433.866882
  nChanged 6
		SP:Iteration 33Q (16419.790000 sec): 3 clusters
  Score: Raw -8034053.606980 + Penalty 3619.229752 = -8030434.377228
  nChanged 4
		SP:Iteration 34Q (16419.930000 sec): 3 clusters
  Score: Raw -8034054.076178 + Penalty 3619.229752 = -8030434.846426
  nChanged 5
		SP:Iteration 35Q (16420.060000 sec): 3 clusters
  Score: Raw -8034054.525996 + Penalty 3619.229752 = -8030435.296244
  nChanged 2
		SP:Iteration 36Q (16420.200000 sec): 3 clusters
  Score: Raw -8034054.667866 + Penalty 3619.229752 = -8030435.438114
  nChanged 4
		SP:Iteration 37Q (16420.330000 sec): 3 clusters
  Score: Raw -8034055.106027 + Penalty 3619.229752 = -8030435.876275
  nChanged 3
		SP:Iteration 38Q (16420.460000 sec): 3 clusters
  Score: Raw -8034055.305556 + Penalty 3619.229752 = -8030436.075804
  nChanged 3
		SP:Iteration 39Q (16420.600000 sec): 3 clusters
  Score: Raw -8034055.650460 + Penalty 3619.229752 = -8030436.420708
  nChanged 3
		SP:Iteration 40F (16420.780000 sec): 3 clusters
  Score: Raw -8034055.862044 + Penalty 3619.229752 = -8030436.632292
  nChanged 1
		SP:Iteration 41Q (16420.910000 sec): 3 clusters
  Score: Raw -8034055.963548 + Penalty 3619.229752 = -8030436.733796
  nChanged 3
		SP:Iteration 42Q (16421.050000 sec): 3 clusters
  Score: Raw -8034056.235557 + Penalty 3619.229752 = -8030437.005805
  nChanged 3
		SP:Iteration 43Q (16421.180000 sec): 3 clusters
  Score: Raw -8034056.529525 + Penalty 3619.229752 = -8030437.299773
  nChanged 3
		SP:Iteration 44Q (16421.320000 sec): 3 clusters
  Score: Raw -8034057.247085 + Penalty 3619.229752 = -8030438.017333
  nChanged 3
		SP:Iteration 45Q (16421.460000 sec): 3 clusters
  Score: Raw -8034057.477941 + Penalty 3619.229752 = -8030438.248189
  nChanged 2
		SP:Iteration 46Q (16421.590000 sec): 3 clusters
  Score: Raw -8034057.649966 + Penalty 3619.229752 = -8030438.420214
  nChanged 2
		SP:Iteration 47Q (16421.730000 sec): 3 clusters
  Score: Raw -8034057.811111 + Penalty 3619.229752 = -8030438.581359
  nChanged 2
		SP:Iteration 48Q (16421.860000 sec): 3 clusters
  Score: Raw -8034057.896773 + Penalty 3619.229752 = -8030438.667021
  nChanged 2
		SP:Iteration 49Q (16422.000000 sec): 3 clusters
  Score: Raw -8034058.010025 + Penalty 3619.229752 = -8030438.780273
  nChanged 2
		SP:Iteration 50Q (16422.140000 sec): 3 clusters
  Score: Raw -8034058.168952 + Penalty 3619.229752 = -8030438.939200
  nChanged 3
		SP:Iteration 51Q (16422.280000 sec): 3 clusters
  Score: Raw -8034058.366689 + Penalty 3619.229752 = -8030439.136937
  nChanged 1
		SP:Iteration 52Q (16422.410000 sec): 3 clusters
  Score: Raw -8034058.461134 + Penalty 3619.229752 = -8030439.231382
  nChanged 1
		SP:Iteration 53Q (16422.550000 sec): 3 clusters
  Score: Raw -8034058.567101 + Penalty 3619.229752 = -8030439.337349
  nChanged 3
		SP:Iteration 54Q (16422.690000 sec): 3 clusters
  Score: Raw -8034058.878419 + Penalty 3619.229752 = -8030439.648667
  nChanged 5
		SP:Iteration 55Q (16422.830000 sec): 3 clusters
  Score: Raw -8034059.363564 + Penalty 3619.229752 = -8030440.133812
  nChanged 3
		SP:Iteration 56Q (16422.970000 sec): 3 clusters
  Score: Raw -8034059.713734 + Penalty 3619.229752 = -8030440.483982
  nChanged 4
		SP:Iteration 57Q (16423.110000 sec): 3 clusters
  Score: Raw -8034059.960529 + Penalty 3619.229752 = -8030440.730777
  nChanged 2
		SP:Iteration 58Q (16423.240000 sec): 3 clusters
  Score: Raw -8034060.112401 + Penalty 3619.229752 = -8030440.882649
  nChanged 5
		SP:Iteration 59Q (16423.380000 sec): 3 clusters
  Score: Raw -8034060.624169 + Penalty 3619.229752 = -8030441.394417
  nChanged 7
		SP:Iteration 60F (16423.560000 sec): 3 clusters
  Score: Raw -8034061.230400 + Penalty 3619.229752 = -8030442.000648
  nChanged 3
		SP:Iteration 61Q (16423.700000 sec): 3 clusters
  Score: Raw -8034061.510974 + Penalty 3619.229752 = -8030442.281222
  nChanged 1
		SP:Iteration 62Q (16423.830000 sec): 3 clusters
  Score: Raw -8034061.593601 + Penalty 3619.229752 = -8030442.363849
  nChanged 1
		SP:Iteration 63Q (16423.970000 sec): 3 clusters
  Score: Raw -8034061.640389 + Penalty 3619.229752 = -8030442.410637
  nChanged 0
		SP:Iteration 64F (16424.150000 sec): 3 clusters
  Score: Raw -8034061.640389 + Penalty 3619.229752 = -8030442.410637
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16424.200000 sec): 2 clusters
  Score: Raw -742035.698548 + Penalty 1425.448446 = -740610.250102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16424.220000 sec): 3 clusters
  Score: Raw -738564.396027 + Penalty 2850.896892 = -735713.499136
  nChanged 2691
		SP:Iteration 1F (16424.240000 sec): 3 clusters
  Score: Raw -739965.087003 + Penalty 2850.896892 = -737114.190111
  nChanged 392
		SP:Iteration 2F (16424.250000 sec): 3 clusters
  Score: Raw -740128.376347 + Penalty 2850.896892 = -737277.479455
  nChanged 295
		SP:Iteration 3Q (16424.270000 sec): 3 clusters
  Score: Raw -740240.434234 + Penalty 2850.896892 = -737389.537342
  nChanged 240
		SP:Iteration 4Q (16424.280000 sec): 3 clusters
  Score: Raw -740336.271999 + Penalty 2850.896892 = -737485.375107
  nChanged 223
		SP:Iteration 5Q (16424.300000 sec): 3 clusters
  Score: Raw -740415.084037 + Penalty 2850.896892 = -737564.187145
  nChanged 168
		SP:Iteration 6Q (16424.320000 sec): 3 clusters
  Score: Raw -740470.170566 + Penalty 2850.896892 = -737619.273674
  nChanged 153
		SP:Iteration 7Q (16424.330000 sec): 3 clusters
  Score: Raw -740515.033110 + Penalty 2850.896892 = -737664.136218
  nChanged 138
		SP:Iteration 8Q (16424.350000 sec): 3 clusters
  Score: Raw -740558.077487 + Penalty 2850.896892 = -737707.180595
  nChanged 117
		SP:Iteration 9Q (16424.360000 sec): 3 clusters
  Score: Raw -740592.414388 + Penalty 2850.896892 = -737741.517496
  nChanged 103
		SP:Iteration 10Q (16424.380000 sec): 3 clusters
  Score: Raw -740619.460679 + Penalty 2850.896892 = -737768.563787
  nChanged 95
		SP:Iteration 11Q (16424.400000 sec): 3 clusters
  Score: Raw -740649.223046 + Penalty 2850.896892 = -737798.326154
  nChanged 95
		SP:Iteration 12Q (16424.420000 sec): 3 clusters
  Score: Raw -740675.341857 + Penalty 2850.896892 = -737824.444965
  nChanged 90
		SP:Iteration 13Q (16424.430000 sec): 3 clusters
  Score: Raw -740698.969683 + Penalty 2850.896892 = -737848.072791
  nChanged 81
		SP:Iteration 14Q (16424.450000 sec): 3 clusters
  Score: Raw -740718.901531 + Penalty 2850.896892 = -737868.004639
  nChanged 71
		SP:Iteration 15Q (16424.460000 sec): 3 clusters
  Score: Raw -740736.387189 + Penalty 2850.896892 = -737885.490297
  nChanged 66
		SP:Iteration 16Q (16424.480000 sec): 3 clusters
  Score: Raw -740749.178099 + Penalty 2850.896892 = -737898.281207
  nChanged 56
		SP:Iteration 17Q (16424.500000 sec): 3 clusters
  Score: Raw -740761.629963 + Penalty 2850.896892 = -737910.733071
  nChanged 62
		SP:Iteration 18Q (16424.510000 sec): 3 clusters
  Score: Raw -740775.652090 + Penalty 2850.896892 = -737924.755198
  nChanged 53
		SP:Iteration 19Q (16424.530000 sec): 3 clusters
  Score: Raw -740788.632151 + Penalty 2850.896892 = -737937.735259
  nChanged 58
		SP:Iteration 20F (16424.540000 sec): 3 clusters
  Score: Raw -740803.996273 + Penalty 2850.896892 = -737953.099381
  nChanged 57
		SP:Iteration 21Q (16424.560000 sec): 3 clusters
  Score: Raw -740818.111264 + Penalty 2850.896892 = -737967.214372
  nChanged 60
		SP:Iteration 22Q (16424.580000 sec): 3 clusters
  Score: Raw -740834.316164 + Penalty 2850.896892 = -737983.419272
  nChanged 62
		SP:Iteration 23Q (16424.590000 sec): 3 clusters
  Score: Raw -740853.575520 + Penalty 2850.896892 = -738002.678628
  nChanged 86
		SP:Iteration 24Q (16424.610000 sec): 3 clusters
  Score: Raw -740878.349920 + Penalty 2850.896892 = -738027.453028
  nChanged 72
		SP:Iteration 25Q (16424.620000 sec): 3 clusters
  Score: Raw -740905.119243 + Penalty 2850.896892 = -738054.222351
  nChanged 97
		SP:Iteration 26Q (16424.640000 sec): 3 clusters
  Score: Raw -740948.306086 + Penalty 2850.896892 = -738097.409194
  nChanged 143
		SP:Iteration 27Q (16424.660000 sec): 3 clusters
  Score: Raw -741017.561906 + Penalty 2850.896892 = -738166.665014
  nChanged 156
		SP:Iteration 28Q (16424.670000 sec): 3 clusters
  Score: Raw -741095.140497 + Penalty 2850.896892 = -738244.243605
  nChanged 165
		SP:Iteration 29Q (16424.690000 sec): 3 clusters
  Score: Raw -741181.309222 + Penalty 2850.896892 = -738330.412330
  nChanged 184
		SP:Iteration 30Q (16424.700000 sec): 3 clusters
  Score: Raw -741281.408060 + Penalty 2850.896892 = -738430.511168
  nChanged 167
		SP:Iteration 31Q (16424.720000 sec): 3 clusters
  Score: Raw -741377.127485 + Penalty 2850.896892 = -738526.230593
  nChanged 159
		SP:Iteration 32Q (16424.740000 sec): 3 clusters
  Score: Raw -741467.964831 + Penalty 2850.896892 = -738617.067940
  nChanged 164
		SP:Iteration 33Q (16424.750000 sec): 3 clusters
  Score: Raw -741553.123684 + Penalty 2850.896892 = -738702.226792
  nChanged 134
		SP:Iteration 34Q (16424.770000 sec): 3 clusters
  Score: Raw -741621.428105 + Penalty 2850.896892 = -738770.531213
  nChanged 126
		SP:Iteration 35Q (16424.780000 sec): 3 clusters
  Score: Raw -741679.314407 + Penalty 2850.896892 = -738828.417515
  nChanged 111
		SP:Iteration 36Q (16424.800000 sec): 3 clusters
  Score: Raw -741733.527588 + Penalty 2850.896892 = -738882.630697
  nChanged 105
		SP:Iteration 37Q (16424.810000 sec): 3 clusters
  Score: Raw -741778.865227 + Penalty 2850.896892 = -738927.968335
  nChanged 89
		SP:Iteration 38Q (16424.830000 sec): 3 clusters
  Score: Raw -741813.759154 + Penalty 2850.896892 = -738962.862262
  nChanged 67
		SP:Iteration 39Q (16424.840000 sec): 3 clusters
  Score: Raw -741844.994001 + Penalty 2850.896892 = -738994.097109
  nChanged 83
		SP:Iteration 40F (16424.860000 sec): 3 clusters
  Score: Raw -741883.694964 + Penalty 2850.896892 = -739032.798072
  nChanged 76
		SP:Iteration 41Q (16424.880000 sec): 3 clusters
  Score: Raw -741917.582961 + Penalty 2850.896892 = -739066.686069
  nChanged 71
		SP:Iteration 42Q (16424.890000 sec): 3 clusters
  Score: Raw -741948.100792 + Penalty 2850.896892 = -739097.203900
  nChanged 64
		SP:Iteration 43Q (16424.900000 sec): 3 clusters
  Score: Raw -741974.629081 + Penalty 2850.896892 = -739123.732189
  nChanged 64
		SP:Iteration 44Q (16424.920000 sec): 3 clusters
  Score: Raw -742000.030174 + Penalty 2850.896892 = -739149.133282
  nChanged 61
		SP:Iteration 45Q (16424.940000 sec): 3 clusters
  Score: Raw -742023.594803 + Penalty 2850.896892 = -739172.697912
  nChanged 49
		SP:Iteration 46Q (16424.950000 sec): 3 clusters
  Score: Raw -742043.151776 + Penalty 2850.896892 = -739192.254884
  nChanged 54
		SP:Iteration 47Q (16424.960000 sec): 3 clusters
  Score: Raw -742069.432588 + Penalty 2850.896892 = -739218.535696
  nChanged 75
		SP:Iteration 48Q (16424.980000 sec): 3 clusters
  Score: Raw -742108.750487 + Penalty 2850.896892 = -739257.853596
  nChanged 62
		SP:Iteration 49Q (16424.990000 sec): 3 clusters
  Score: Raw -742144.693189 + Penalty 2850.896892 = -739293.796297
  nChanged 77
		SP:Iteration 50Q (16425.010000 sec): 3 clusters
  Score: Raw -742177.344896 + Penalty 2850.896892 = -739326.448004
  nChanged 51
		SP:Iteration 51Q (16425.020000 sec): 3 clusters
  Score: Raw -742196.895127 + Penalty 2850.896892 = -739345.998235
  nChanged 38
		SP:Iteration 52Q (16425.040000 sec): 3 clusters
  Score: Raw -742208.555616 + Penalty 2850.896892 = -739357.658724
  nChanged 29
		SP:Iteration 53Q (16425.050000 sec): 3 clusters
  Score: Raw -742219.520518 + Penalty 2850.896892 = -739368.623626
  nChanged 29
		SP:Iteration 54Q (16425.070000 sec): 3 clusters
  Score: Raw -742228.395789 + Penalty 2850.896892 = -739377.498898
  nChanged 32
		SP:Iteration 55Q (16425.080000 sec): 3 clusters
  Score: Raw -742237.312815 + Penalty 2850.896892 = -739386.415923
  nChanged 23
		SP:Iteration 56Q (16425.100000 sec): 3 clusters
  Score: Raw -742243.207069 + Penalty 2850.896892 = -739392.310177
  nChanged 24
		SP:Iteration 57Q (16425.110000 sec): 3 clusters
  Score: Raw -742249.728073 + Penalty 2850.896892 = -739398.831182
  nChanged 17
		SP:Iteration 58Q (16425.120000 sec): 3 clusters
  Score: Raw -742253.215851 + Penalty 2850.896892 = -739402.318959
  nChanged 8
		SP:Iteration 59Q (16425.140000 sec): 3 clusters
  Score: Raw -742254.394486 + Penalty 2850.896892 = -739403.497594
  nChanged 6
		SP:Iteration 60F (16425.160000 sec): 3 clusters
  Score: Raw -742255.407233 + Penalty 2850.896892 = -739404.510342
  nChanged 4
		SP:Iteration 61Q (16425.170000 sec): 3 clusters
  Score: Raw -742256.422928 + Penalty 2850.896892 = -739405.526037
  nChanged 4
		SP:Iteration 62Q (16425.180000 sec): 3 clusters
  Score: Raw -742257.107149 + Penalty 2850.896892 = -739406.210257
  nChanged 5
		SP:Iteration 63Q (16425.200000 sec): 3 clusters
  Score: Raw -742258.092062 + Penalty 2850.896892 = -739407.195171
  nChanged 8
		SP:Iteration 64Q (16425.210000 sec): 3 clusters
  Score: Raw -742259.607514 + Penalty 2850.896892 = -739408.710623
  nChanged 4
		SP:Iteration 65Q (16425.230000 sec): 3 clusters
  Score: Raw -742259.963332 + Penalty 2850.896892 = -739409.066440
  nChanged 3
		SP:Iteration 66Q (16425.240000 sec): 3 clusters
  Score: Raw -742260.217196 + Penalty 2850.896892 = -739409.320304
  nChanged 2
		SP:Iteration 67Q (16425.260000 sec): 3 clusters
  Score: Raw -742260.533554 + Penalty 2850.896892 = -739409.636662
  nChanged 2
		SP:Iteration 68Q (16425.270000 sec): 3 clusters
  Score: Raw -742260.707759 + Penalty 2850.896892 = -739409.810867
  nChanged 0
		SP:Iteration 69F (16425.290000 sec): 3 clusters
  Score: Raw -742260.707759 + Penalty 2850.896892 = -739409.810867
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16425.350000 sec): 2 clusters
  Score: Raw -1727609.791263 + Penalty 1554.107743 = -1726055.683520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16425.390000 sec): 3 clusters
  Score: Raw -1719196.638287 + Penalty 3108.215486 = -1716088.422800
  nChanged 6338
		SP:Iteration 1F (16425.420000 sec): 3 clusters
  Score: Raw -1722529.278567 + Penalty 3108.215486 = -1719421.063081
  nChanged 748
		SP:Iteration 2F (16425.460000 sec): 3 clusters
  Score: Raw -1722778.544059 + Penalty 3108.215486 = -1719670.328573
  nChanged 633
		SP:Iteration 3Q (16425.500000 sec): 3 clusters
  Score: Raw -1722998.325321 + Penalty 3108.215486 = -1719890.109835
  nChanged 568
		SP:Iteration 4Q (16425.530000 sec): 3 clusters
  Score: Raw -1723212.663391 + Penalty 3108.215486 = -1720104.447905
  nChanged 539
		SP:Iteration 5Q (16425.570000 sec): 3 clusters
  Score: Raw -1723411.143647 + Penalty 3108.215486 = -1720302.928161
  nChanged 558
		SP:Iteration 6Q (16425.610000 sec): 3 clusters
  Score: Raw -1723644.480087 + Penalty 3108.215486 = -1720536.264600
  nChanged 631
		SP:Iteration 7Q (16425.650000 sec): 3 clusters
  Score: Raw -1723956.174097 + Penalty 3108.215486 = -1720847.958610
  nChanged 703
		SP:Iteration 8Q (16425.690000 sec): 3 clusters
  Score: Raw -1724376.696977 + Penalty 3108.215486 = -1721268.481491
  nChanged 774
		SP:Iteration 9F (16425.720000 sec): 3 clusters
  Score: Raw -1724916.966727 + Penalty 3108.215486 = -1721808.751241
  nChanged 876
		SP:Iteration 10F (16425.760000 sec): 3 clusters
  Score: Raw -1725608.130284 + Penalty 3108.215486 = -1722499.914798
  nChanged 809
		SP:Iteration 11F (16425.790000 sec): 3 clusters
  Score: Raw -1726302.914184 + Penalty 3108.215486 = -1723194.698697
  nChanged 646
		SP:Iteration 12Q (16425.830000 sec): 3 clusters
  Score: Raw -1726895.899150 + Penalty 3108.215486 = -1723787.683664
  nChanged 434
		SP:Iteration 13Q (16425.860000 sec): 3 clusters
  Score: Raw -1727281.944417 + Penalty 3108.215486 = -1724173.728930
  nChanged 234
		SP:Iteration 14Q (16425.890000 sec): 3 clusters
  Score: Raw -1727507.393814 + Penalty 3108.215486 = -1724399.178328
  nChanged 126
		SP:Iteration 15Q (16425.920000 sec): 3 clusters
  Score: Raw -1727641.363243 + Penalty 3108.215486 = -1724533.147757
  nChanged 72
		SP:Iteration 16Q (16425.950000 sec): 3 clusters
  Score: Raw -1727710.607909 + Penalty 3108.215486 = -1724602.392423
  nChanged 36
		SP:Iteration 17Q (16425.970000 sec): 3 clusters
  Score: Raw -1727744.005963 + Penalty 3108.215486 = -1724635.790477
  nChanged 22
		SP:Iteration 18Q (16426.000000 sec): 3 clusters
  Score: Raw -1727764.842205 + Penalty 3108.215486 = -1724656.626718
  nChanged 11
		SP:Iteration 19Q (16426.030000 sec): 3 clusters
  Score: Raw -1727774.084627 + Penalty 3108.215486 = -1724665.869140
  nChanged 8
		SP:Iteration 20F (16426.060000 sec): 3 clusters
  Score: Raw -1727782.479949 + Penalty 3108.215486 = -1724674.264463
  nChanged 4
		SP:Iteration 21Q (16426.090000 sec): 3 clusters
  Score: Raw -1727786.200961 + Penalty 3108.215486 = -1724677.985475
  nChanged 3
		SP:Iteration 22Q (16426.110000 sec): 3 clusters
  Score: Raw -1727787.958333 + Penalty 3108.215486 = -1724679.742847
  nChanged 3
		SP:Iteration 23Q (16426.140000 sec): 3 clusters
  Score: Raw -1727790.703476 + Penalty 3108.215486 = -1724682.487990
  nChanged 0
		SP:Iteration 24F (16426.180000 sec): 3 clusters
  Score: Raw -1727790.703476 + Penalty 3108.215486 = -1724682.487990
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16426.190000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16426.200000 sec): 3 clusters
  Score: Raw -131021.148793 + Penalty 2324.232776 = -128696.916017
  nChanged 413
		SP:Iteration 1F (16426.200000 sec): 3 clusters
  Score: Raw -131446.376664 + Penalty 2324.232776 = -129122.143889
  nChanged 114
		SP:Iteration 2F (16426.200000 sec): 3 clusters
  Score: Raw -131617.991612 + Penalty 2324.232776 = -129293.758836
  nChanged 75
		SP:Iteration 3F (16426.210000 sec): 3 clusters
  Score: Raw -131707.293349 + Penalty 2324.232776 = -129383.060574
  nChanged 53
		SP:Iteration 4Q (16426.210000 sec): 3 clusters
  Score: Raw -131766.185493 + Penalty 2324.232776 = -129441.952717
  nChanged 41
		SP:Iteration 5Q (16426.210000 sec): 3 clusters
  Score: Raw -131819.086477 + Penalty 2324.232776 = -129494.853701
  nChanged 38
		SP:Iteration 6Q (16426.220000 sec): 3 clusters
  Score: Raw -131857.802237 + Penalty 2324.232776 = -129533.569462
  nChanged 28
		SP:Iteration 7Q (16426.220000 sec): 3 clusters
  Score: Raw -131897.805125 + Penalty 2324.232776 = -129573.572349
  nChanged 23
		SP:Iteration 8Q (16426.220000 sec): 3 clusters
  Score: Raw -131925.094162 + Penalty 2324.232776 = -129600.861386
  nChanged 22
		SP:Iteration 9Q (16426.230000 sec): 3 clusters
  Score: Raw -131947.467066 + Penalty 2324.232776 = -129623.234290
  nChanged 13
		SP:Iteration 10Q (16426.230000 sec): 3 clusters
  Score: Raw -131958.235404 + Penalty 2324.232776 = -129634.002628
  nChanged 7
		SP:Iteration 11Q (16426.230000 sec): 3 clusters
  Score: Raw -131963.047077 + Penalty 2324.232776 = -129638.814301
  nChanged 5
		SP:Iteration 12Q (16426.230000 sec): 3 clusters
  Score: Raw -131970.052154 + Penalty 2324.232776 = -129645.819378
  nChanged 8
		SP:Iteration 13Q (16426.240000 sec): 3 clusters
  Score: Raw -131975.906424 + Penalty 2324.232776 = -129651.673649
  nChanged 8
		SP:Iteration 14Q (16426.240000 sec): 3 clusters
  Score: Raw -131982.359319 + Penalty 2324.232776 = -129658.126543
  nChanged 5
		SP:Iteration 15Q (16426.240000 sec): 3 clusters
  Score: Raw -131986.492098 + Penalty 2324.232776 = -129662.259322
  nChanged 4
		SP:Iteration 16Q (16426.250000 sec): 3 clusters
  Score: Raw -131989.573783 + Penalty 2324.232776 = -129665.341008
  nChanged 4
		SP:Iteration 17Q (16426.250000 sec): 3 clusters
  Score: Raw -131990.993250 + Penalty 2324.232776 = -129666.760474
  nChanged 2
		SP:Iteration 18Q (16426.250000 sec): 3 clusters
  Score: Raw -131992.010084 + Penalty 2324.232776 = -129667.777308
  nChanged 1
		SP:Iteration 19Q (16426.250000 sec): 3 clusters
  Score: Raw -131992.184878 + Penalty 2324.232776 = -129667.952102
  nChanged 0
		SP:Iteration 20F (16426.260000 sec): 3 clusters
  Score: Raw -131992.184878 + Penalty 2324.232776 = -129667.952102
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (15531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16426.320000 sec): 2 clusters
  Score: Raw -1784211.385346 + Penalty 1568.221412 = -1782643.163934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16426.360000 sec): 3 clusters
  Score: Raw -1775005.465390 + Penalty 3136.442824 = -1771869.022565
  nChanged 6920
		SP:Iteration 1F (16426.400000 sec): 3 clusters
  Score: Raw -1778885.632888 + Penalty 3136.442824 = -1775749.190063
  nChanged 996
		SP:Iteration 2F (16426.440000 sec): 3 clusters
  Score: Raw -1779347.504703 + Penalty 3136.442824 = -1776211.061879
  nChanged 978
		SP:Iteration 3F (16426.480000 sec): 3 clusters
  Score: Raw -1779819.470022 + Penalty 3136.442824 = -1776683.027197
  nChanged 932
		SP:Iteration 4F (16426.520000 sec): 3 clusters
  Score: Raw -1780309.704285 + Penalty 3136.442824 = -1777173.261461
  nChanged 920
		SP:Iteration 5F (16426.560000 sec): 3 clusters
  Score: Raw -1780776.104161 + Penalty 3136.442824 = -1777639.661337
  nChanged 792
		SP:Iteration 6F (16426.600000 sec): 3 clusters
  Score: Raw -1781129.171304 + Penalty 3136.442824 = -1777992.728480
  nChanged 648
		SP:Iteration 7Q (16426.640000 sec): 3 clusters
  Score: Raw -1781412.628061 + Penalty 3136.442824 = -1778276.185237
  nChanged 572
		SP:Iteration 8Q (16426.680000 sec): 3 clusters
  Score: Raw -1781651.921297 + Penalty 3136.442824 = -1778515.478472
  nChanged 497
		SP:Iteration 9Q (16426.720000 sec): 3 clusters
  Score: Raw -1781862.026328 + Penalty 3136.442824 = -1778725.583503
  nChanged 455
		SP:Iteration 10Q (16426.760000 sec): 3 clusters
  Score: Raw -1782052.591837 + Penalty 3136.442824 = -1778916.149012
  nChanged 423
		SP:Iteration 11Q (16426.800000 sec): 3 clusters
  Score: Raw -1782235.374455 + Penalty 3136.442824 = -1779098.931631
  nChanged 448
		SP:Iteration 12Q (16426.840000 sec): 3 clusters
  Score: Raw -1782452.465056 + Penalty 3136.442824 = -1779316.022232
  nChanged 451
		SP:Iteration 13Q (16426.880000 sec): 3 clusters
  Score: Raw -1782678.255781 + Penalty 3136.442824 = -1779541.812956
  nChanged 450
		SP:Iteration 14Q (16426.920000 sec): 3 clusters
  Score: Raw -1782923.857683 + Penalty 3136.442824 = -1779787.414858
  nChanged 419
		SP:Iteration 15Q (16426.960000 sec): 3 clusters
  Score: Raw -1783163.031688 + Penalty 3136.442824 = -1780026.588864
  nChanged 374
		SP:Iteration 16Q (16427.000000 sec): 3 clusters
  Score: Raw -1783385.726167 + Penalty 3136.442824 = -1780249.283343
  nChanged 345
		SP:Iteration 17Q (16427.040000 sec): 3 clusters
  Score: Raw -1783617.596513 + Penalty 3136.442824 = -1780481.153688
  nChanged 287
		SP:Iteration 18Q (16427.080000 sec): 3 clusters
  Score: Raw -1783803.594073 + Penalty 3136.442824 = -1780667.151248
  nChanged 232
		SP:Iteration 19Q (16427.120000 sec): 3 clusters
  Score: Raw -1783964.586816 + Penalty 3136.442824 = -1780828.143992
  nChanged 184
		SP:Iteration 20F (16427.160000 sec): 3 clusters
  Score: Raw -1784102.926503 + Penalty 3136.442824 = -1780966.483678
  nChanged 150
		SP:Iteration 21Q (16427.200000 sec): 3 clusters
  Score: Raw -1784215.189171 + Penalty 3136.442824 = -1781078.746346
  nChanged 106
		SP:Iteration 22Q (16427.230000 sec): 3 clusters
  Score: Raw -1784301.905196 + Penalty 3136.442824 = -1781165.462371
  nChanged 78
		SP:Iteration 23Q (16427.270000 sec): 3 clusters
  Score: Raw -1784355.465240 + Penalty 3136.442824 = -1781219.022415
  nChanged 57
		SP:Iteration 24Q (16427.300000 sec): 3 clusters
  Score: Raw -1784402.036794 + Penalty 3136.442824 = -1781265.593970
  nChanged 42
		SP:Iteration 25Q (16427.330000 sec): 3 clusters
  Score: Raw -1784433.411205 + Penalty 3136.442824 = -1781296.968380
  nChanged 23
		SP:Iteration 26Q (16427.370000 sec): 3 clusters
  Score: Raw -1784452.901517 + Penalty 3136.442824 = -1781316.458693
  nChanged 16
		SP:Iteration 27Q (16427.400000 sec): 3 clusters
  Score: Raw -1784461.471697 + Penalty 3136.442824 = -1781325.028873
  nChanged 7
		SP:Iteration 28Q (16427.430000 sec): 3 clusters
  Score: Raw -1784466.836172 + Penalty 3136.442824 = -1781330.393348
  nChanged 9
		SP:Iteration 29Q (16427.460000 sec): 3 clusters
  Score: Raw -1784472.933923 + Penalty 3136.442824 = -1781336.491098
  nChanged 5
		SP:Iteration 30Q (16427.490000 sec): 3 clusters
  Score: Raw -1784475.620966 + Penalty 3136.442824 = -1781339.178142
  nChanged 5
		SP:Iteration 31Q (16427.530000 sec): 3 clusters
  Score: Raw -1784479.508824 + Penalty 3136.442824 = -1781343.066000
  nChanged 5
		SP:Iteration 32Q (16427.550000 sec): 3 clusters
  Score: Raw -1784482.764764 + Penalty 3136.442824 = -1781346.321939
  nChanged 3
		SP:Iteration 33Q (16427.590000 sec): 3 clusters
  Score: Raw -1784486.117671 + Penalty 3136.442824 = -1781349.674847
  nChanged 4
		SP:Iteration 34Q (16427.620000 sec): 3 clusters
  Score: Raw -1784488.825331 + Penalty 3136.442824 = -1781352.382506
  nChanged 4
		SP:Iteration 35Q (16427.650000 sec): 3 clusters
  Score: Raw -1784492.250125 + Penalty 3136.442824 = -1781355.807301
  nChanged 5
		SP:Iteration 36Q (16427.680000 sec): 3 clusters
  Score: Raw -1784494.834630 + Penalty 3136.442824 = -1781358.391806
  nChanged 3
		SP:Iteration 37Q (16427.710000 sec): 3 clusters
  Score: Raw -1784496.305337 + Penalty 3136.442824 = -1781359.862513
  nChanged 3
		SP:Iteration 38Q (16427.740000 sec): 3 clusters
  Score: Raw -1784499.146532 + Penalty 3136.442824 = -1781362.703708
  nChanged 3
		SP:Iteration 39Q (16427.770000 sec): 3 clusters
  Score: Raw -1784501.942911 + Penalty 3136.442824 = -1781365.500087
  nChanged 8
		SP:Iteration 40F (16427.810000 sec): 3 clusters
  Score: Raw -1784508.177235 + Penalty 3136.442824 = -1781371.734410
  nChanged 3
		SP:Iteration 41Q (16427.840000 sec): 3 clusters
  Score: Raw -1784510.932986 + Penalty 3136.442824 = -1781374.490161
  nChanged 3
		SP:Iteration 42Q (16427.870000 sec): 3 clusters
  Score: Raw -1784513.678586 + Penalty 3136.442824 = -1781377.235761
  nChanged 4
		SP:Iteration 43Q (16427.900000 sec): 3 clusters
  Score: Raw -1784516.891153 + Penalty 3136.442824 = -1781380.448329
  nChanged 1
		SP:Iteration 44Q (16427.930000 sec): 3 clusters
  Score: Raw -1784517.902779 + Penalty 3136.442824 = -1781381.459955
  nChanged 1
		SP:Iteration 45Q (16427.960000 sec): 3 clusters
  Score: Raw -1784518.452528 + Penalty 3136.442824 = -1781382.009704
  nChanged 2
		SP:Iteration 46Q (16427.990000 sec): 3 clusters
  Score: Raw -1784519.759372 + Penalty 3136.442824 = -1781383.316548
  nChanged 1
		SP:Iteration 47Q (16428.020000 sec): 3 clusters
  Score: Raw -1784520.130824 + Penalty 3136.442824 = -1781383.688000
  nChanged 0
		SP:Iteration 48F (16428.060000 sec): 3 clusters
  Score: Raw -1784520.130824 + Penalty 3136.442824 = -1781383.688000
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16428.200000 sec): 2 clusters
  Score: Raw -4003686.876487 + Penalty 1699.505068 = -4001987.371419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16428.290000 sec): 3 clusters
  Score: Raw -3982097.896540 + Penalty 3399.010137 = -3978698.886403
  nChanged 16117
		SP:Iteration 1F (16428.380000 sec): 3 clusters
  Score: Raw -3991263.713411 + Penalty 3399.010137 = -3987864.703275
  nChanged 1706
		SP:Iteration 2Q (16428.480000 sec): 3 clusters
  Score: Raw -3991936.824620 + Penalty 3399.010137 = -3988537.814483
  nChanged 1789
		SP:Iteration 3F (16428.570000 sec): 3 clusters
  Score: Raw -3992822.449529 + Penalty 3399.010137 = -3989423.439393
  nChanged 2070
		SP:Iteration 4F (16428.660000 sec): 3 clusters
  Score: Raw -3994023.327388 + Penalty 3399.010137 = -3990624.317251
  nChanged 2348
		SP:Iteration 5F (16428.750000 sec): 3 clusters
  Score: Raw -3995482.504461 + Penalty 3399.010137 = -3992083.494324
  nChanged 2334
		SP:Iteration 6F (16428.850000 sec): 3 clusters
  Score: Raw -3996940.560055 + Penalty 3399.010137 = -3993541.549918
  nChanged 2100
		SP:Iteration 7F (16428.940000 sec): 3 clusters
  Score: Raw -3998165.200958 + Penalty 3399.010137 = -3994766.190821
  nChanged 1686
		SP:Iteration 8Q (16429.030000 sec): 3 clusters
  Score: Raw -3999068.423456 + Penalty 3399.010137 = -3995669.413320
  nChanged 1361
		SP:Iteration 9Q (16429.130000 sec): 3 clusters
  Score: Raw -3999824.404818 + Penalty 3399.010137 = -3996425.394681
  nChanged 1195
		SP:Iteration 10Q (16429.220000 sec): 3 clusters
  Score: Raw -4000519.351445 + Penalty 3399.010137 = -3997120.341308
  nChanged 1044
		SP:Iteration 11Q (16429.310000 sec): 3 clusters
  Score: Raw -4001155.211427 + Penalty 3399.010137 = -3997756.201290
  nChanged 870
		SP:Iteration 12Q (16429.400000 sec): 3 clusters
  Score: Raw -4001750.869802 + Penalty 3399.010137 = -3998351.859666
  nChanged 740
		SP:Iteration 13Q (16429.490000 sec): 3 clusters
  Score: Raw -4002312.553690 + Penalty 3399.010137 = -3998913.543553
  nChanged 617
		SP:Iteration 14Q (16429.580000 sec): 3 clusters
  Score: Raw -4002813.332135 + Penalty 3399.010137 = -3999414.321999
  nChanged 446
		SP:Iteration 15Q (16429.670000 sec): 3 clusters
  Score: Raw -4003212.303917 + Penalty 3399.010137 = -3999813.293780
  nChanged 304
		SP:Iteration 16Q (16429.750000 sec): 3 clusters
  Score: Raw -4003549.866238 + Penalty 3399.010137 = -4000150.856101
  nChanged 171
		SP:Iteration 17Q (16429.830000 sec): 3 clusters
  Score: Raw -4003790.470520 + Penalty 3399.010137 = -4000391.460383
  nChanged 77
		SP:Iteration 18Q (16429.900000 sec): 3 clusters
  Score: Raw -4003928.160822 + Penalty 3399.010137 = -4000529.150686
  nChanged 67
		SP:Iteration 19Q (16429.960000 sec): 3 clusters
  Score: Raw -4004002.144719 + Penalty 3399.010137 = -4000603.134582
  nChanged 66
		SP:Iteration 20F (16430.050000 sec): 3 clusters
  Score: Raw -4004073.602898 + Penalty 3399.010137 = -4000674.592762
  nChanged 71
		SP:Iteration 21Q (16430.120000 sec): 3 clusters
  Score: Raw -4004129.518813 + Penalty 3399.010137 = -4000730.508677
  nChanged 43
		SP:Iteration 22Q (16430.190000 sec): 3 clusters
  Score: Raw -4004158.466370 + Penalty 3399.010137 = -4000759.456233
  nChanged 39
		SP:Iteration 23Q (16430.250000 sec): 3 clusters
  Score: Raw -4004174.900150 + Penalty 3399.010137 = -4000775.890014
  nChanged 28
		SP:Iteration 24Q (16430.310000 sec): 3 clusters
  Score: Raw -4004187.329003 + Penalty 3399.010137 = -4000788.318867
  nChanged 23
		SP:Iteration 25Q (16430.380000 sec): 3 clusters
  Score: Raw -4004195.710889 + Penalty 3399.010137 = -4000796.700752
  nChanged 19
		SP:Iteration 26Q (16430.450000 sec): 3 clusters
  Score: Raw -4004204.113812 + Penalty 3399.010137 = -4000805.103676
  nChanged 13
		SP:Iteration 27Q (16430.510000 sec): 3 clusters
  Score: Raw -4004210.151062 + Penalty 3399.010137 = -4000811.140925
  nChanged 15
		SP:Iteration 28Q (16430.570000 sec): 3 clusters
  Score: Raw -4004217.304480 + Penalty 3399.010137 = -4000818.294344
  nChanged 18
		SP:Iteration 29Q (16430.640000 sec): 3 clusters
  Score: Raw -4004224.682114 + Penalty 3399.010137 = -4000825.671977
  nChanged 11
		SP:Iteration 30Q (16430.710000 sec): 3 clusters
  Score: Raw -4004229.198508 + Penalty 3399.010137 = -4000830.188372
  nChanged 8
		SP:Iteration 31Q (16430.770000 sec): 3 clusters
  Score: Raw -4004232.283693 + Penalty 3399.010137 = -4000833.273557
  nChanged 8
		SP:Iteration 32Q (16430.830000 sec): 3 clusters
  Score: Raw -4004234.976961 + Penalty 3399.010137 = -4000835.966824
  nChanged 6
		SP:Iteration 33Q (16430.900000 sec): 3 clusters
  Score: Raw -4004237.127925 + Penalty 3399.010137 = -4000838.117788
  nChanged 5
		SP:Iteration 34Q (16430.970000 sec): 3 clusters
  Score: Raw -4004238.158627 + Penalty 3399.010137 = -4000839.148490
  nChanged 1
		SP:Iteration 35Q (16431.030000 sec): 3 clusters
  Score: Raw -4004238.337755 + Penalty 3399.010137 = -4000839.327619
  nChanged 0
		SP:Iteration 36F (16431.120000 sec): 3 clusters
  Score: Raw -4004238.337755 + Penalty 3399.010137 = -4000839.327619
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16431.190000 sec): 2 clusters
  Score: Raw -2359345.105711 + Penalty 1610.304966 = -2357734.800744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16431.250000 sec): 3 clusters
  Score: Raw -2347192.778395 + Penalty 3220.609932 = -2343972.168463
  nChanged 9089
		SP:Iteration 1F (16431.300000 sec): 3 clusters
  Score: Raw -2352352.601389 + Penalty 3220.609932 = -2349131.991457
  nChanged 1161
		SP:Iteration 2F (16431.350000 sec): 3 clusters
  Score: Raw -2352819.894108 + Penalty 3220.609932 = -2349599.284176
  nChanged 1062
		SP:Iteration 3F (16431.410000 sec): 3 clusters
  Score: Raw -2353244.402421 + Penalty 3220.609932 = -2350023.792489
  nChanged 954
		SP:Iteration 4Q (16431.460000 sec): 3 clusters
  Score: Raw -2353628.587927 + Penalty 3220.609932 = -2350407.977994
  nChanged 905
		SP:Iteration 5Q (16431.510000 sec): 3 clusters
  Score: Raw -2353968.791284 + Penalty 3220.609932 = -2350748.181352
  nChanged 806
		SP:Iteration 6Q (16431.570000 sec): 3 clusters
  Score: Raw -2354243.395513 + Penalty 3220.609932 = -2351022.785580
  nChanged 739
		SP:Iteration 7Q (16431.620000 sec): 3 clusters
  Score: Raw -2354488.975753 + Penalty 3220.609932 = -2351268.365821
  nChanged 669
		SP:Iteration 8Q (16431.680000 sec): 3 clusters
  Score: Raw -2354716.115668 + Penalty 3220.609932 = -2351495.505736
  nChanged 628
		SP:Iteration 9Q (16431.730000 sec): 3 clusters
  Score: Raw -2354930.626554 + Penalty 3220.609932 = -2351710.016622
  nChanged 629
		SP:Iteration 10Q (16431.780000 sec): 3 clusters
  Score: Raw -2355150.667738 + Penalty 3220.609932 = -2351930.057805
  nChanged 615
		SP:Iteration 11Q (16431.840000 sec): 3 clusters
  Score: Raw -2355391.201067 + Penalty 3220.609932 = -2352170.591134
  nChanged 625
		SP:Iteration 12Q (16431.890000 sec): 3 clusters
  Score: Raw -2355639.922783 + Penalty 3220.609932 = -2352419.312850
  nChanged 625
		SP:Iteration 13Q (16431.940000 sec): 3 clusters
  Score: Raw -2355916.855421 + Penalty 3220.609932 = -2352696.245489
  nChanged 714
		SP:Iteration 14Q (16431.990000 sec): 3 clusters
  Score: Raw -2356284.693235 + Penalty 3220.609932 = -2353064.083302
  nChanged 784
		SP:Iteration 15Q (16432.050000 sec): 3 clusters
  Score: Raw -2356744.542364 + Penalty 3220.609932 = -2353523.932431
  nChanged 797
		SP:Iteration 16Q (16432.100000 sec): 3 clusters
  Score: Raw -2357280.798047 + Penalty 3220.609932 = -2354060.188115
  nChanged 758
		SP:Iteration 17Q (16432.150000 sec): 3 clusters
  Score: Raw -2357826.032775 + Penalty 3220.609932 = -2354605.422843
  nChanged 653
		SP:Iteration 18Q (16432.200000 sec): 3 clusters
  Score: Raw -2358337.505234 + Penalty 3220.609932 = -2355116.895302
  nChanged 526
		SP:Iteration 19Q (16432.250000 sec): 3 clusters
  Score: Raw -2358779.757878 + Penalty 3220.609932 = -2355559.147946
  nChanged 344
		SP:Iteration 20F (16432.300000 sec): 3 clusters
  Score: Raw -2359061.798860 + Penalty 3220.609932 = -2355841.188927
  nChanged 219
		SP:Iteration 21Q (16432.350000 sec): 3 clusters
  Score: Raw -2359246.972025 + Penalty 3220.609932 = -2356026.362093
  nChanged 130
		SP:Iteration 22Q (16432.390000 sec): 3 clusters
  Score: Raw -2359377.449917 + Penalty 3220.609932 = -2356156.839984
  nChanged 77
		SP:Iteration 23Q (16432.430000 sec): 3 clusters
  Score: Raw -2359456.259954 + Penalty 3220.609932 = -2356235.650021
  nChanged 60
		SP:Iteration 24Q (16432.470000 sec): 3 clusters
  Score: Raw -2359509.152997 + Penalty 3220.609932 = -2356288.543064
  nChanged 36
		SP:Iteration 25Q (16432.510000 sec): 3 clusters
  Score: Raw -2359553.831108 + Penalty 3220.609932 = -2356333.221176
  nChanged 34
		SP:Iteration 26Q (16432.550000 sec): 3 clusters
  Score: Raw -2359600.533041 + Penalty 3220.609932 = -2356379.923109
  nChanged 29
		SP:Iteration 27Q (16432.580000 sec): 3 clusters
  Score: Raw -2359629.005227 + Penalty 3220.609932 = -2356408.395294
  nChanged 22
		SP:Iteration 28Q (16432.620000 sec): 3 clusters
  Score: Raw -2359661.107124 + Penalty 3220.609932 = -2356440.497191
  nChanged 18
		SP:Iteration 29Q (16432.660000 sec): 3 clusters
  Score: Raw -2359678.319410 + Penalty 3220.609932 = -2356457.709477
  nChanged 12
		SP:Iteration 30Q (16432.690000 sec): 3 clusters
  Score: Raw -2359690.897973 + Penalty 3220.609932 = -2356470.288041
  nChanged 8
		SP:Iteration 31Q (16432.730000 sec): 3 clusters
  Score: Raw -2359698.409039 + Penalty 3220.609932 = -2356477.799106
  nChanged 6
		SP:Iteration 32Q (16432.760000 sec): 3 clusters
  Score: Raw -2359702.238109 + Penalty 3220.609932 = -2356481.628176
  nChanged 1
		SP:Iteration 33Q (16432.800000 sec): 3 clusters
  Score: Raw -2359702.665004 + Penalty 3220.609932 = -2356482.055071
  nChanged 0
		SP:Iteration 34F (16432.850000 sec): 3 clusters
  Score: Raw -2359702.665004 + Penalty 3220.609932 = -2356482.055071
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16432.900000 sec): 2 clusters
  Score: Raw -1633840.539782 + Penalty 1554.893291 = -1632285.646490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16432.930000 sec): 3 clusters
  Score: Raw -1625314.248646 + Penalty 3109.786583 = -1622204.462063
  nChanged 6405
		SP:Iteration 1F (16432.970000 sec): 3 clusters
  Score: Raw -1628893.697631 + Penalty 3109.786583 = -1625783.911049
  nChanged 841
		SP:Iteration 2F (16433.000000 sec): 3 clusters
  Score: Raw -1629262.531891 + Penalty 3109.786583 = -1626152.745308
  nChanged 785
		SP:Iteration 3F (16433.040000 sec): 3 clusters
  Score: Raw -1629640.894152 + Penalty 3109.786583 = -1626531.107570
  nChanged 748
		SP:Iteration 4F (16433.080000 sec): 3 clusters
  Score: Raw -1629990.867078 + Penalty 3109.786583 = -1626881.080496
  nChanged 772
		SP:Iteration 5F (16433.110000 sec): 3 clusters
  Score: Raw -1630405.287582 + Penalty 3109.786583 = -1627295.501000
  nChanged 854
		SP:Iteration 6F (16433.150000 sec): 3 clusters
  Score: Raw -1630951.289651 + Penalty 3109.786583 = -1627841.503068
  nChanged 910
		SP:Iteration 7F (16433.180000 sec): 3 clusters
  Score: Raw -1631605.259037 + Penalty 3109.786583 = -1628495.472454
  nChanged 867
		SP:Iteration 8F (16433.220000 sec): 3 clusters
  Score: Raw -1632254.715500 + Penalty 3109.786583 = -1629144.928917
  nChanged 709
		SP:Iteration 9Q (16433.260000 sec): 3 clusters
  Score: Raw -1632793.970811 + Penalty 3109.786583 = -1629684.184229
  nChanged 507
		SP:Iteration 10Q (16433.300000 sec): 3 clusters
  Score: Raw -1633192.568526 + Penalty 3109.786583 = -1630082.781943
  nChanged 369
		SP:Iteration 11Q (16433.330000 sec): 3 clusters
  Score: Raw -1633471.142574 + Penalty 3109.786583 = -1630361.355992
  nChanged 243
		SP:Iteration 12Q (16433.360000 sec): 3 clusters
  Score: Raw -1633629.879154 + Penalty 3109.786583 = -1630520.092571
  nChanged 180
		SP:Iteration 13Q (16433.400000 sec): 3 clusters
  Score: Raw -1633732.610609 + Penalty 3109.786583 = -1630622.824026
  nChanged 142
		SP:Iteration 14Q (16433.430000 sec): 3 clusters
  Score: Raw -1633825.294680 + Penalty 3109.786583 = -1630715.508098
  nChanged 132
		SP:Iteration 15Q (16433.460000 sec): 3 clusters
  Score: Raw -1633919.073504 + Penalty 3109.786583 = -1630809.286921
  nChanged 111
		SP:Iteration 16Q (16433.500000 sec): 3 clusters
  Score: Raw -1634062.428934 + Penalty 3109.786583 = -1630952.642351
  nChanged 130
		SP:Iteration 17Q (16433.520000 sec): 3 clusters
  Score: Raw -1634222.128801 + Penalty 3109.786583 = -1631112.342218
  nChanged 115
		SP:Iteration 18Q (16433.550000 sec): 3 clusters
  Score: Raw -1634324.213615 + Penalty 3109.786583 = -1631214.427033
  nChanged 99
		SP:Iteration 19Q (16433.580000 sec): 3 clusters
  Score: Raw -1634372.079307 + Penalty 3109.786583 = -1631262.292725
  nChanged 71
		SP:Iteration 20F (16433.620000 sec): 3 clusters
  Score: Raw -1634397.654563 + Penalty 3109.786583 = -1631287.867980
  nChanged 57
		SP:Iteration 21Q (16433.640000 sec): 3 clusters
  Score: Raw -1634413.851390 + Penalty 3109.786583 = -1631304.064807
  nChanged 40
		SP:Iteration 22Q (16433.680000 sec): 3 clusters
  Score: Raw -1634425.183814 + Penalty 3109.786583 = -1631315.397231
  nChanged 27
		SP:Iteration 23Q (16433.700000 sec): 3 clusters
  Score: Raw -1634432.421719 + Penalty 3109.786583 = -1631322.635136
  nChanged 16
		SP:Iteration 24Q (16433.730000 sec): 3 clusters
  Score: Raw -1634435.051200 + Penalty 3109.786583 = -1631325.264617
  nChanged 11
		SP:Iteration 25Q (16433.760000 sec): 3 clusters
  Score: Raw -1634437.609430 + Penalty 3109.786583 = -1631327.822847
  nChanged 7
		SP:Iteration 26Q (16433.780000 sec): 3 clusters
  Score: Raw -1634438.762954 + Penalty 3109.786583 = -1631328.976371
  nChanged 5
		SP:Iteration 27Q (16433.810000 sec): 3 clusters
  Score: Raw -1634440.050234 + Penalty 3109.786583 = -1631330.263651
  nChanged 7
		SP:Iteration 28Q (16433.840000 sec): 3 clusters
  Score: Raw -1634440.884132 + Penalty 3109.786583 = -1631331.097550
  nChanged 8
		SP:Iteration 29Q (16433.870000 sec): 3 clusters
  Score: Raw -1634442.438860 + Penalty 3109.786583 = -1631332.652277
  nChanged 7
		SP:Iteration 30Q (16433.900000 sec): 3 clusters
  Score: Raw -1634443.385425 + Penalty 3109.786583 = -1631333.598842
  nChanged 2
		SP:Iteration 31Q (16433.920000 sec): 3 clusters
  Score: Raw -1634443.975022 + Penalty 3109.786583 = -1631334.188440
  nChanged 2
		SP:Iteration 32Q (16433.950000 sec): 3 clusters
  Score: Raw -1634444.381064 + Penalty 3109.786583 = -1631334.594481
  nChanged 2
		SP:Iteration 33Q (16433.980000 sec): 3 clusters
  Score: Raw -1634444.643503 + Penalty 3109.786583 = -1631334.856921
  nChanged 2
		SP:Iteration 34Q (16434.010000 sec): 3 clusters
  Score: Raw -1634445.085229 + Penalty 3109.786583 = -1631335.298646
  nChanged 2
		SP:Iteration 35Q (16434.040000 sec): 3 clusters
  Score: Raw -1634445.465904 + Penalty 3109.786583 = -1631335.679321
  nChanged 1
		SP:Iteration 36Q (16434.060000 sec): 3 clusters
  Score: Raw -1634445.589296 + Penalty 3109.786583 = -1631335.802714
  nChanged 0
		SP:Iteration 37F (16434.100000 sec): 3 clusters
  Score: Raw -1634445.589296 + Penalty 3109.786583 = -1631335.802714
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16434.120000 sec): 2 clusters
  Score: Raw -242124.176885 + Penalty 1240.028819 = -240884.148066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16434.120000 sec): 3 clusters
  Score: Raw -241197.512556 + Penalty 2480.057639 = -238717.454917
  nChanged 750
		SP:Iteration 1F (16434.130000 sec): 3 clusters
  Score: Raw -241673.309184 + Penalty 2480.057639 = -239193.251545
  nChanged 157
		SP:Iteration 2F (16434.130000 sec): 3 clusters
  Score: Raw -241781.578752 + Penalty 2480.057639 = -239301.521113
  nChanged 99
		SP:Iteration 3Q (16434.140000 sec): 3 clusters
  Score: Raw -241843.467986 + Penalty 2480.057639 = -239363.410347
  nChanged 77
		SP:Iteration 4Q (16434.140000 sec): 3 clusters
  Score: Raw -241885.216058 + Penalty 2480.057639 = -239405.158419
  nChanged 55
		SP:Iteration 5Q (16434.150000 sec): 3 clusters
  Score: Raw -241918.379244 + Penalty 2480.057639 = -239438.321605
  nChanged 47
		SP:Iteration 6Q (16434.150000 sec): 3 clusters
  Score: Raw -241946.892286 + Penalty 2480.057639 = -239466.834647
  nChanged 37
		SP:Iteration 7Q (16434.160000 sec): 3 clusters
  Score: Raw -241969.583814 + Penalty 2480.057639 = -239489.526175
  nChanged 31
		SP:Iteration 8Q (16434.160000 sec): 3 clusters
  Score: Raw -241984.366018 + Penalty 2480.057639 = -239504.308379
  nChanged 24
		SP:Iteration 9Q (16434.170000 sec): 3 clusters
  Score: Raw -241995.439175 + Penalty 2480.057639 = -239515.381537
  nChanged 22
		SP:Iteration 10Q (16434.170000 sec): 3 clusters
  Score: Raw -242008.656957 + Penalty 2480.057639 = -239528.599318
  nChanged 16
		SP:Iteration 11Q (16434.180000 sec): 3 clusters
  Score: Raw -242014.950157 + Penalty 2480.057639 = -239534.892518
  nChanged 13
		SP:Iteration 12Q (16434.180000 sec): 3 clusters
  Score: Raw -242019.648350 + Penalty 2480.057639 = -239539.590711
  nChanged 12
		SP:Iteration 13Q (16434.190000 sec): 3 clusters
  Score: Raw -242025.410951 + Penalty 2480.057639 = -239545.353312
  nChanged 14
		SP:Iteration 14Q (16434.190000 sec): 3 clusters
  Score: Raw -242032.794213 + Penalty 2480.057639 = -239552.736574
  nChanged 17
		SP:Iteration 15Q (16434.200000 sec): 3 clusters
  Score: Raw -242042.286351 + Penalty 2480.057639 = -239562.228712
  nChanged 22
		SP:Iteration 16Q (16434.200000 sec): 3 clusters
  Score: Raw -242057.998049 + Penalty 2480.057639 = -239577.940410
  nChanged 23
		SP:Iteration 17Q (16434.210000 sec): 3 clusters
  Score: Raw -242068.160103 + Penalty 2480.057639 = -239588.102465
  nChanged 17
		SP:Iteration 18Q (16434.210000 sec): 3 clusters
  Score: Raw -242076.830255 + Penalty 2480.057639 = -239596.772617
  nChanged 18
		SP:Iteration 19Q (16434.220000 sec): 3 clusters
  Score: Raw -242086.823780 + Penalty 2480.057639 = -239606.766141
  nChanged 14
		SP:Iteration 20F (16434.220000 sec): 3 clusters
  Score: Raw -242094.723021 + Penalty 2480.057639 = -239614.665382
  nChanged 14
		SP:Iteration 21Q (16434.230000 sec): 3 clusters
  Score: Raw -242100.639125 + Penalty 2480.057639 = -239620.581486
  nChanged 10
		SP:Iteration 22Q (16434.230000 sec): 3 clusters
  Score: Raw -242107.441136 + Penalty 2480.057639 = -239627.383497
  nChanged 14
		SP:Iteration 23Q (16434.240000 sec): 3 clusters
  Score: Raw -242113.948292 + Penalty 2480.057639 = -239633.890653
  nChanged 12
		SP:Iteration 24Q (16434.240000 sec): 3 clusters
  Score: Raw -242118.695481 + Penalty 2480.057639 = -239638.637842
  nChanged 4
		SP:Iteration 25Q (16434.250000 sec): 3 clusters
  Score: Raw -242121.036722 + Penalty 2480.057639 = -239640.979083
  nChanged 9
		SP:Iteration 26Q (16434.250000 sec): 3 clusters
  Score: Raw -242125.544636 + Penalty 2480.057639 = -239645.486998
  nChanged 8
		SP:Iteration 27Q (16434.260000 sec): 3 clusters
  Score: Raw -242130.236499 + Penalty 2480.057639 = -239650.178861
  nChanged 7
		SP:Iteration 28Q (16434.260000 sec): 3 clusters
  Score: Raw -242132.977887 + Penalty 2480.057639 = -239652.920248
  nChanged 7
		SP:Iteration 29Q (16434.270000 sec): 3 clusters
  Score: Raw -242136.229658 + Penalty 2480.057639 = -239656.172020
  nChanged 5
		SP:Iteration 30Q (16434.270000 sec): 3 clusters
  Score: Raw -242139.257792 + Penalty 2480.057639 = -239659.200153
  nChanged 7
		SP:Iteration 31Q (16434.280000 sec): 3 clusters
  Score: Raw -242142.722111 + Penalty 2480.057639 = -239662.664472
  nChanged 8
		SP:Iteration 32Q (16434.280000 sec): 3 clusters
  Score: Raw -242146.684380 + Penalty 2480.057639 = -239666.626741
  nChanged 3
		SP:Iteration 33Q (16434.290000 sec): 3 clusters
  Score: Raw -242147.682693 + Penalty 2480.057639 = -239667.625054
  nChanged 0
		SP:Iteration 34F (16434.300000 sec): 3 clusters
  Score: Raw -242147.682693 + Penalty 2480.057639 = -239667.625054
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16434.320000 sec): 2 clusters
  Score: Raw -761221.829429 + Penalty 1432.521744 = -759789.307685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16434.340000 sec): 3 clusters
  Score: Raw -757550.843176 + Penalty 2865.043488 = -754685.799689
  nChanged 2810
		SP:Iteration 1F (16434.360000 sec): 3 clusters
  Score: Raw -759016.956855 + Penalty 2865.043488 = -756151.913368
  nChanged 428
		SP:Iteration 2F (16434.370000 sec): 3 clusters
  Score: Raw -759215.634220 + Penalty 2865.043488 = -756350.590732
  nChanged 339
		SP:Iteration 3F (16434.390000 sec): 3 clusters
  Score: Raw -759387.642537 + Penalty 2865.043488 = -756522.599049
  nChanged 302
		SP:Iteration 4Q (16434.410000 sec): 3 clusters
  Score: Raw -759531.225758 + Penalty 2865.043488 = -756666.182270
  nChanged 268
		SP:Iteration 5Q (16434.420000 sec): 3 clusters
  Score: Raw -759664.931392 + Penalty 2865.043488 = -756799.887904
  nChanged 265
		SP:Iteration 6Q (16434.440000 sec): 3 clusters
  Score: Raw -759793.687071 + Penalty 2865.043488 = -756928.643583
  nChanged 261
		SP:Iteration 7Q (16434.460000 sec): 3 clusters
  Score: Raw -759924.444787 + Penalty 2865.043488 = -757059.401300
  nChanged 279
		SP:Iteration 8Q (16434.480000 sec): 3 clusters
  Score: Raw -760075.627274 + Penalty 2865.043488 = -757210.583786
  nChanged 292
		SP:Iteration 9Q (16434.490000 sec): 3 clusters
  Score: Raw -760256.095345 + Penalty 2865.043488 = -757391.051857
  nChanged 269
		SP:Iteration 10Q (16434.510000 sec): 3 clusters
  Score: Raw -760439.389408 + Penalty 2865.043488 = -757574.345920
  nChanged 253
		SP:Iteration 11Q (16434.520000 sec): 3 clusters
  Score: Raw -760597.516604 + Penalty 2865.043488 = -757732.473116
  nChanged 244
		SP:Iteration 12Q (16434.540000 sec): 3 clusters
  Score: Raw -760786.716704 + Penalty 2865.043488 = -757921.673216
  nChanged 235
		SP:Iteration 13Q (16434.560000 sec): 3 clusters
  Score: Raw -760974.252050 + Penalty 2865.043488 = -758109.208563
  nChanged 197
		SP:Iteration 14Q (16434.580000 sec): 3 clusters
  Score: Raw -761118.268077 + Penalty 2865.043488 = -758253.224589
  nChanged 178
		SP:Iteration 15Q (16434.590000 sec): 3 clusters
  Score: Raw -761241.927593 + Penalty 2865.043488 = -758376.884105
  nChanged 133
		SP:Iteration 16Q (16434.600000 sec): 3 clusters
  Score: Raw -761318.624873 + Penalty 2865.043488 = -758453.581385
  nChanged 99
		SP:Iteration 17Q (16434.620000 sec): 3 clusters
  Score: Raw -761369.542910 + Penalty 2865.043488 = -758504.499422
  nChanged 82
		SP:Iteration 18Q (16434.640000 sec): 3 clusters
  Score: Raw -761402.473508 + Penalty 2865.043488 = -758537.430020
  nChanged 73
		SP:Iteration 19Q (16434.650000 sec): 3 clusters
  Score: Raw -761428.889426 + Penalty 2865.043488 = -758563.845938
  nChanged 56
		SP:Iteration 20F (16434.670000 sec): 3 clusters
  Score: Raw -761454.872884 + Penalty 2865.043488 = -758589.829396
  nChanged 60
		SP:Iteration 21Q (16434.680000 sec): 3 clusters
  Score: Raw -761474.498128 + Penalty 2865.043488 = -758609.454640
  nChanged 37
		SP:Iteration 22Q (16434.700000 sec): 3 clusters
  Score: Raw -761485.817033 + Penalty 2865.043488 = -758620.773545
  nChanged 34
		SP:Iteration 23Q (16434.710000 sec): 3 clusters
  Score: Raw -761497.392458 + Penalty 2865.043488 = -758632.348970
  nChanged 40
		SP:Iteration 24Q (16434.730000 sec): 3 clusters
  Score: Raw -761507.985124 + Penalty 2865.043488 = -758642.941637
  nChanged 27
		SP:Iteration 25Q (16434.740000 sec): 3 clusters
  Score: Raw -761514.648752 + Penalty 2865.043488 = -758649.605264
  nChanged 21
		SP:Iteration 26Q (16434.760000 sec): 3 clusters
  Score: Raw -761520.446280 + Penalty 2865.043488 = -758655.402792
  nChanged 18
		SP:Iteration 27Q (16434.770000 sec): 3 clusters
  Score: Raw -761524.356249 + Penalty 2865.043488 = -758659.312762
  nChanged 17
		SP:Iteration 28Q (16434.780000 sec): 3 clusters
  Score: Raw -761527.928471 + Penalty 2865.043488 = -758662.884983
  nChanged 8
		SP:Iteration 29Q (16434.800000 sec): 3 clusters
  Score: Raw -761529.114418 + Penalty 2865.043488 = -758664.070931
  nChanged 6
		SP:Iteration 30Q (16434.820000 sec): 3 clusters
  Score: Raw -761530.241706 + Penalty 2865.043488 = -758665.198218
  nChanged 7
		SP:Iteration 31Q (16434.830000 sec): 3 clusters
  Score: Raw -761531.877060 + Penalty 2865.043488 = -758666.833572
  nChanged 6
		SP:Iteration 32Q (16434.840000 sec): 3 clusters
  Score: Raw -761533.968671 + Penalty 2865.043488 = -758668.925183
  nChanged 9
		SP:Iteration 33Q (16434.860000 sec): 3 clusters
  Score: Raw -761536.326818 + Penalty 2865.043488 = -758671.283330
  nChanged 10
		SP:Iteration 34Q (16434.870000 sec): 3 clusters
  Score: Raw -761538.587445 + Penalty 2865.043488 = -758673.543957
  nChanged 7
		SP:Iteration 35Q (16434.890000 sec): 3 clusters
  Score: Raw -761539.954293 + Penalty 2865.043488 = -758674.910805
  nChanged 3
		SP:Iteration 36Q (16434.900000 sec): 3 clusters
  Score: Raw -761540.441037 + Penalty 2865.043488 = -758675.397549
  nChanged 3
		SP:Iteration 37Q (16434.920000 sec): 3 clusters
  Score: Raw -761542.912758 + Penalty 2865.043488 = -758677.869270
  nChanged 5
		SP:Iteration 38Q (16434.930000 sec): 3 clusters
  Score: Raw -761544.573230 + Penalty 2865.043488 = -758679.529742
  nChanged 5
		SP:Iteration 39Q (16434.950000 sec): 3 clusters
  Score: Raw -761545.609416 + Penalty 2865.043488 = -758680.565929
  nChanged 5
		SP:Iteration 40F (16434.960000 sec): 3 clusters
  Score: Raw -761546.529596 + Penalty 2865.043488 = -758681.486109
  nChanged 4
		SP:Iteration 41Q (16434.980000 sec): 3 clusters
  Score: Raw -761547.034994 + Penalty 2865.043488 = -758681.991506
  nChanged 2
		SP:Iteration 42Q (16434.990000 sec): 3 clusters
  Score: Raw -761547.373221 + Penalty 2865.043488 = -758682.329733
  nChanged 5
		SP:Iteration 43Q (16435.010000 sec): 3 clusters
  Score: Raw -761548.045786 + Penalty 2865.043488 = -758683.002298
  nChanged 5
		SP:Iteration 44Q (16435.020000 sec): 3 clusters
  Score: Raw -761548.987612 + Penalty 2865.043488 = -758683.944124
  nChanged 5
		SP:Iteration 45Q (16435.040000 sec): 3 clusters
  Score: Raw -761550.183702 + Penalty 2865.043488 = -758685.140214
  nChanged 4
		SP:Iteration 46Q (16435.050000 sec): 3 clusters
  Score: Raw -761550.776443 + Penalty 2865.043488 = -758685.732955
  nChanged 3
		SP:Iteration 47Q (16435.070000 sec): 3 clusters
  Score: Raw -761552.925240 + Penalty 2865.043488 = -758687.881752
  nChanged 8
		SP:Iteration 48Q (16435.080000 sec): 3 clusters
  Score: Raw -761554.539399 + Penalty 2865.043488 = -758689.495911
  nChanged 5
		SP:Iteration 49Q (16435.100000 sec): 3 clusters
  Score: Raw -761555.289952 + Penalty 2865.043488 = -758690.246464
  nChanged 3
		SP:Iteration 50Q (16435.110000 sec): 3 clusters
  Score: Raw -761555.815584 + Penalty 2865.043488 = -758690.772096
  nChanged 3
		SP:Iteration 51Q (16435.120000 sec): 3 clusters
  Score: Raw -761556.515118 + Penalty 2865.043488 = -758691.471631
  nChanged 1
		SP:Iteration 52Q (16435.140000 sec): 3 clusters
  Score: Raw -761556.775286 + Penalty 2865.043488 = -758691.731798
  nChanged 2
		SP:Iteration 53Q (16435.160000 sec): 3 clusters
  Score: Raw -761557.330098 + Penalty 2865.043488 = -758692.286610
  nChanged 3
		SP:Iteration 54Q (16435.170000 sec): 3 clusters
  Score: Raw -761557.873226 + Penalty 2865.043488 = -758692.829738
  nChanged 1
		SP:Iteration 55Q (16435.180000 sec): 3 clusters
  Score: Raw -761558.165029 + Penalty 2865.043488 = -758693.121542
  nChanged 0
		SP:Iteration 56F (16435.200000 sec): 3 clusters
  Score: Raw -761558.165029 + Penalty 2865.043488 = -758693.121542
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16435.210000 sec): 2 clusters
  Score: Raw -179802.831245 + Penalty 1199.797324 = -178603.033921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16435.220000 sec): 3 clusters
  Score: Raw -179173.562462 + Penalty 2399.594648 = -176773.967815
  nChanged 564
		SP:Iteration 1F (16435.220000 sec): 3 clusters
  Score: Raw -179714.678931 + Penalty 2399.594648 = -177315.084283
  nChanged 160
		SP:Iteration 2F (16435.220000 sec): 3 clusters
  Score: Raw -180075.399903 + Penalty 2399.594648 = -177675.805255
  nChanged 150
		SP:Iteration 3F (16435.230000 sec): 3 clusters
  Score: Raw -180270.156255 + Penalty 2399.594648 = -177870.561608
  nChanged 123
		SP:Iteration 4F (16435.230000 sec): 3 clusters
  Score: Raw -180413.241168 + Penalty 2399.594648 = -178013.646521
  nChanged 95
		SP:Iteration 5F (16435.240000 sec): 3 clusters
  Score: Raw -180516.493948 + Penalty 2399.594648 = -178116.899300
  nChanged 57
		SP:Iteration 6Q (16435.240000 sec): 3 clusters
  Score: Raw -180575.866468 + Penalty 2399.594648 = -178176.271820
  nChanged 40
		SP:Iteration 7Q (16435.240000 sec): 3 clusters
  Score: Raw -180619.752148 + Penalty 2399.594648 = -178220.157501
  nChanged 29
		SP:Iteration 8Q (16435.250000 sec): 3 clusters
  Score: Raw -180650.585639 + Penalty 2399.594648 = -178250.990991
  nChanged 15
		SP:Iteration 9Q (16435.250000 sec): 3 clusters
  Score: Raw -180674.665754 + Penalty 2399.594648 = -178275.071107
  nChanged 16
		SP:Iteration 10Q (16435.260000 sec): 3 clusters
  Score: Raw -180705.954031 + Penalty 2399.594648 = -178306.359383
  nChanged 9
		SP:Iteration 11Q (16435.260000 sec): 3 clusters
  Score: Raw -180717.146754 + Penalty 2399.594648 = -178317.552106
  nChanged 5
		SP:Iteration 12Q (16435.260000 sec): 3 clusters
  Score: Raw -180722.806099 + Penalty 2399.594648 = -178323.211451
  nChanged 3
		SP:Iteration 13Q (16435.260000 sec): 3 clusters
  Score: Raw -180729.843372 + Penalty 2399.594648 = -178330.248724
  nChanged 4
		SP:Iteration 14Q (16435.270000 sec): 3 clusters
  Score: Raw -180734.845790 + Penalty 2399.594648 = -178335.251142
  nChanged 4
		SP:Iteration 15Q (16435.270000 sec): 3 clusters
  Score: Raw -180740.699666 + Penalty 2399.594648 = -178341.105019
  nChanged 4
		SP:Iteration 16Q (16435.280000 sec): 3 clusters
  Score: Raw -180749.068179 + Penalty 2399.594648 = -178349.473531
  nChanged 2
		SP:Iteration 17Q (16435.280000 sec): 3 clusters
  Score: Raw -180751.665040 + Penalty 2399.594648 = -178352.070392
  nChanged 2
		SP:Iteration 18Q (16435.280000 sec): 3 clusters
  Score: Raw -180758.094369 + Penalty 2399.594648 = -178358.499721
  nChanged 2
		SP:Iteration 19Q (16435.290000 sec): 3 clusters
  Score: Raw -180763.013541 + Penalty 2399.594648 = -178363.418894
  nChanged 0
		SP:Iteration 20F (16435.290000 sec): 3 clusters
  Score: Raw -180763.013541 + Penalty 2399.594648 = -178363.418894
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (12290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16435.330000 sec): 2 clusters
  Score: Raw -1403759.552088 + Penalty 1530.187945 = -1402229.364143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16435.360000 sec): 3 clusters
  Score: Raw -1396719.234536 + Penalty 3060.375891 = -1393658.858645
  nChanged 5396
		SP:Iteration 1F (16435.390000 sec): 3 clusters
  Score: Raw -1399750.004585 + Penalty 3060.375891 = -1396689.628695
  nChanged 769
		SP:Iteration 2F (16435.420000 sec): 3 clusters
  Score: Raw -1400167.536123 + Penalty 3060.375891 = -1397107.160233
  nChanged 666
		SP:Iteration 3F (16435.460000 sec): 3 clusters
  Score: Raw -1400553.312702 + Penalty 3060.375891 = -1397492.936811
  nChanged 629
		SP:Iteration 4F (16435.490000 sec): 3 clusters
  Score: Raw -1400941.775942 + Penalty 3060.375891 = -1397881.400052
  nChanged 551
		SP:Iteration 5Q (16435.520000 sec): 3 clusters
  Score: Raw -1401266.437426 + Penalty 3060.375891 = -1398206.061535
  nChanged 539
		SP:Iteration 6Q (16435.550000 sec): 3 clusters
  Score: Raw -1401576.442113 + Penalty 3060.375891 = -1398516.066222
  nChanged 496
		SP:Iteration 7Q (16435.580000 sec): 3 clusters
  Score: Raw -1401873.353728 + Penalty 3060.375891 = -1398812.977837
  nChanged 469
		SP:Iteration 8Q (16435.610000 sec): 3 clusters
  Score: Raw -1402113.974766 + Penalty 3060.375891 = -1399053.598875
  nChanged 420
		SP:Iteration 9Q (16435.640000 sec): 3 clusters
  Score: Raw -1402314.332896 + Penalty 3060.375891 = -1399253.957005
  nChanged 355
		SP:Iteration 10Q (16435.680000 sec): 3 clusters
  Score: Raw -1402483.984106 + Penalty 3060.375891 = -1399423.608215
  nChanged 324
		SP:Iteration 11Q (16435.700000 sec): 3 clusters
  Score: Raw -1402644.943231 + Penalty 3060.375891 = -1399584.567340
  nChanged 315
		SP:Iteration 12Q (16435.740000 sec): 3 clusters
  Score: Raw -1402798.688302 + Penalty 3060.375891 = -1399738.312412
  nChanged 311
		SP:Iteration 13Q (16435.760000 sec): 3 clusters
  Score: Raw -1402957.125387 + Penalty 3060.375891 = -1399896.749497
  nChanged 272
		SP:Iteration 14Q (16435.800000 sec): 3 clusters
  Score: Raw -1403107.831695 + Penalty 3060.375891 = -1400047.455804
  nChanged 269
		SP:Iteration 15Q (16435.820000 sec): 3 clusters
  Score: Raw -1403262.342957 + Penalty 3060.375891 = -1400201.967067
  nChanged 264
		SP:Iteration 16Q (16435.850000 sec): 3 clusters
  Score: Raw -1403412.162938 + Penalty 3060.375891 = -1400351.787047
  nChanged 218
		SP:Iteration 17Q (16435.880000 sec): 3 clusters
  Score: Raw -1403521.637446 + Penalty 3060.375891 = -1400461.261555
  nChanged 172
		SP:Iteration 18Q (16435.910000 sec): 3 clusters
  Score: Raw -1403602.444291 + Penalty 3060.375891 = -1400542.068400
  nChanged 132
		SP:Iteration 19Q (16435.930000 sec): 3 clusters
  Score: Raw -1403659.916097 + Penalty 3060.375891 = -1400599.540207
  nChanged 114
		SP:Iteration 20F (16435.960000 sec): 3 clusters
  Score: Raw -1403713.295245 + Penalty 3060.375891 = -1400652.919354
  nChanged 112
		SP:Iteration 21Q (16435.990000 sec): 3 clusters
  Score: Raw -1403763.284718 + Penalty 3060.375891 = -1400702.908827
  nChanged 94
		SP:Iteration 22Q (16436.020000 sec): 3 clusters
  Score: Raw -1403804.486912 + Penalty 3060.375891 = -1400744.111021
  nChanged 66
		SP:Iteration 23Q (16436.040000 sec): 3 clusters
  Score: Raw -1403836.642263 + Penalty 3060.375891 = -1400776.266372
  nChanged 51
		SP:Iteration 24Q (16436.070000 sec): 3 clusters
  Score: Raw -1403858.707145 + Penalty 3060.375891 = -1400798.331254
  nChanged 39
		SP:Iteration 25Q (16436.090000 sec): 3 clusters
  Score: Raw -1403872.267600 + Penalty 3060.375891 = -1400811.891709
  nChanged 34
		SP:Iteration 26Q (16436.120000 sec): 3 clusters
  Score: Raw -1403887.548675 + Penalty 3060.375891 = -1400827.172785
  nChanged 41
		SP:Iteration 27Q (16436.140000 sec): 3 clusters
  Score: Raw -1403907.163223 + Penalty 3060.375891 = -1400846.787332
  nChanged 37
		SP:Iteration 28Q (16436.170000 sec): 3 clusters
  Score: Raw -1403920.342166 + Penalty 3060.375891 = -1400859.966275
  nChanged 28
		SP:Iteration 29Q (16436.190000 sec): 3 clusters
  Score: Raw -1403933.615024 + Penalty 3060.375891 = -1400873.239133
  nChanged 22
		SP:Iteration 30Q (16436.220000 sec): 3 clusters
  Score: Raw -1403943.030714 + Penalty 3060.375891 = -1400882.654823
  nChanged 20
		SP:Iteration 31Q (16436.240000 sec): 3 clusters
  Score: Raw -1403953.928620 + Penalty 3060.375891 = -1400893.552729
  nChanged 23
		SP:Iteration 32Q (16436.270000 sec): 3 clusters
  Score: Raw -1403963.743171 + Penalty 3060.375891 = -1400903.367280
  nChanged 14
		SP:Iteration 33Q (16436.290000 sec): 3 clusters
  Score: Raw -1403969.722132 + Penalty 3060.375891 = -1400909.346241
  nChanged 19
		SP:Iteration 34Q (16436.320000 sec): 3 clusters
  Score: Raw -1403977.668601 + Penalty 3060.375891 = -1400917.292710
  nChanged 13
		SP:Iteration 35Q (16436.340000 sec): 3 clusters
  Score: Raw -1403984.498335 + Penalty 3060.375891 = -1400924.122445
  nChanged 16
		SP:Iteration 36Q (16436.360000 sec): 3 clusters
  Score: Raw -1403992.939394 + Penalty 3060.375891 = -1400932.563504
  nChanged 15
		SP:Iteration 37Q (16436.390000 sec): 3 clusters
  Score: Raw -1404000.335278 + Penalty 3060.375891 = -1400939.959387
  nChanged 14
		SP:Iteration 38Q (16436.410000 sec): 3 clusters
  Score: Raw -1404007.851526 + Penalty 3060.375891 = -1400947.475635
  nChanged 11
		SP:Iteration 39Q (16436.440000 sec): 3 clusters
  Score: Raw -1404012.330294 + Penalty 3060.375891 = -1400951.954403
  nChanged 15
		SP:Iteration 40F (16436.470000 sec): 3 clusters
  Score: Raw -1404018.342289 + Penalty 3060.375891 = -1400957.966398
  nChanged 17
		SP:Iteration 41Q (16436.490000 sec): 3 clusters
  Score: Raw -1404025.959801 + Penalty 3060.375891 = -1400965.583910
  nChanged 6
		SP:Iteration 42Q (16436.520000 sec): 3 clusters
  Score: Raw -1404028.983461 + Penalty 3060.375891 = -1400968.607570
  nChanged 7
		SP:Iteration 43Q (16436.540000 sec): 3 clusters
  Score: Raw -1404032.261658 + Penalty 3060.375891 = -1400971.885767
  nChanged 8
		SP:Iteration 44Q (16436.560000 sec): 3 clusters
  Score: Raw -1404034.318361 + Penalty 3060.375891 = -1400973.942470
  nChanged 5
		SP:Iteration 45Q (16436.580000 sec): 3 clusters
  Score: Raw -1404036.171161 + Penalty 3060.375891 = -1400975.795270
  nChanged 3
		SP:Iteration 46Q (16436.610000 sec): 3 clusters
  Score: Raw -1404036.815673 + Penalty 3060.375891 = -1400976.439782
  nChanged 0
		SP:Iteration 47F (16436.640000 sec): 3 clusters
  Score: Raw -1404036.815673 + Penalty 3060.375891 = -1400976.439782
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16436.660000 sec): 2 clusters
  Score: Raw -152443.386722 + Penalty 1198.784228 = -151244.602494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16436.660000 sec): 3 clusters
  Score: Raw -151853.653231 + Penalty 2397.568457 = -149456.084775
  nChanged 573
		SP:Iteration 1F (16436.660000 sec): 3 clusters
  Score: Raw -152642.198396 + Penalty 2397.568457 = -150244.629940
  nChanged 194
		SP:Iteration 2F (16436.670000 sec): 3 clusters
  Score: Raw -153065.648371 + Penalty 2397.568457 = -150668.079915
  nChanged 129
		SP:Iteration 3F (16436.670000 sec): 3 clusters
  Score: Raw -153290.847461 + Penalty 2397.568457 = -150893.279005
  nChanged 72
		SP:Iteration 4Q (16436.680000 sec): 3 clusters
  Score: Raw -153399.192602 + Penalty 2397.568457 = -151001.624145
  nChanged 40
		SP:Iteration 5Q (16436.680000 sec): 3 clusters
  Score: Raw -153441.391715 + Penalty 2397.568457 = -151043.823258
  nChanged 22
		SP:Iteration 6Q (16436.680000 sec): 3 clusters
  Score: Raw -153461.470809 + Penalty 2397.568457 = -151063.902353
  nChanged 15
		SP:Iteration 7Q (16436.690000 sec): 3 clusters
  Score: Raw -153475.011364 + Penalty 2397.568457 = -151077.442907
  nChanged 8
		SP:Iteration 8Q (16436.690000 sec): 3 clusters
  Score: Raw -153481.119107 + Penalty 2397.568457 = -151083.550650
  nChanged 7
		SP:Iteration 9Q (16436.700000 sec): 3 clusters
  Score: Raw -153487.747875 + Penalty 2397.568457 = -151090.179419
  nChanged 10
		SP:Iteration 10Q (16436.700000 sec): 3 clusters
  Score: Raw -153498.982653 + Penalty 2397.568457 = -151101.414196
  nChanged 6
		SP:Iteration 11Q (16436.700000 sec): 3 clusters
  Score: Raw -153502.819735 + Penalty 2397.568457 = -151105.251279
  nChanged 6
		SP:Iteration 12Q (16436.700000 sec): 3 clusters
  Score: Raw -153506.225736 + Penalty 2397.568457 = -151108.657279
  nChanged 5
		SP:Iteration 13Q (16436.710000 sec): 3 clusters
  Score: Raw -153509.711356 + Penalty 2397.568457 = -151112.142899
  nChanged 4
		SP:Iteration 14Q (16436.710000 sec): 3 clusters
  Score: Raw -153511.544078 + Penalty 2397.568457 = -151113.975621
  nChanged 3
		SP:Iteration 15Q (16436.720000 sec): 3 clusters
  Score: Raw -153513.012236 + Penalty 2397.568457 = -151115.443779
  nChanged 3
		SP:Iteration 16Q (16436.720000 sec): 3 clusters
  Score: Raw -153515.203202 + Penalty 2397.568457 = -151117.634746
  nChanged 1
		SP:Iteration 17Q (16436.720000 sec): 3 clusters
  Score: Raw -153515.432564 + Penalty 2397.568457 = -151117.864107
  nChanged 0
		SP:Iteration 18F (16436.730000 sec): 3 clusters
  Score: Raw -153515.432564 + Penalty 2397.568457 = -151117.864107
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16436.760000 sec): 2 clusters
  Score: Raw -1174629.647367 + Penalty 1501.230992 = -1173128.416375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16436.790000 sec): 3 clusters
  Score: Raw -1168801.565306 + Penalty 3002.461985 = -1165799.103322
  nChanged 4454
		SP:Iteration 1F (16436.810000 sec): 3 clusters
  Score: Raw -1171229.453842 + Penalty 3002.461985 = -1168226.991858
  nChanged 596
		SP:Iteration 2F (16436.840000 sec): 3 clusters
  Score: Raw -1171495.581481 + Penalty 3002.461985 = -1168493.119497
  nChanged 521
		SP:Iteration 3F (16436.870000 sec): 3 clusters
  Score: Raw -1171757.491397 + Penalty 3002.461985 = -1168755.029413
  nChanged 472
		SP:Iteration 4Q (16436.890000 sec): 3 clusters
  Score: Raw -1172005.188457 + Penalty 3002.461985 = -1169002.726472
  nChanged 487
		SP:Iteration 5Q (16436.920000 sec): 3 clusters
  Score: Raw -1172341.934516 + Penalty 3002.461985 = -1169339.472531
  nChanged 539
		SP:Iteration 6F (16436.950000 sec): 3 clusters
  Score: Raw -1172740.445161 + Penalty 3002.461985 = -1169737.983176
  nChanged 512
		SP:Iteration 7Q (16436.970000 sec): 3 clusters
  Score: Raw -1173080.143236 + Penalty 3002.461985 = -1170077.681251
  nChanged 481
		SP:Iteration 8Q (16437.000000 sec): 3 clusters
  Score: Raw -1173386.745081 + Penalty 3002.461985 = -1170384.283096
  nChanged 457
		SP:Iteration 9Q (16437.030000 sec): 3 clusters
  Score: Raw -1173691.843206 + Penalty 3002.461985 = -1170689.381222
  nChanged 427
		SP:Iteration 10Q (16437.050000 sec): 3 clusters
  Score: Raw -1173986.111575 + Penalty 3002.461985 = -1170983.649590
  nChanged 373
		SP:Iteration 11Q (16437.080000 sec): 3 clusters
  Score: Raw -1174278.561474 + Penalty 3002.461985 = -1171276.099490
  nChanged 315
		SP:Iteration 12Q (16437.100000 sec): 3 clusters
  Score: Raw -1174533.964813 + Penalty 3002.461985 = -1171531.502828
  nChanged 279
		SP:Iteration 13Q (16437.130000 sec): 3 clusters
  Score: Raw -1174742.147793 + Penalty 3002.461985 = -1171739.685808
  nChanged 236
		SP:Iteration 14Q (16437.160000 sec): 3 clusters
  Score: Raw -1174919.131754 + Penalty 3002.461985 = -1171916.669770
  nChanged 208
		SP:Iteration 15Q (16437.180000 sec): 3 clusters
  Score: Raw -1175067.847086 + Penalty 3002.461985 = -1172065.385101
  nChanged 186
		SP:Iteration 16Q (16437.200000 sec): 3 clusters
  Score: Raw -1175200.896066 + Penalty 3002.461985 = -1172198.434081
  nChanged 183
		SP:Iteration 17Q (16437.220000 sec): 3 clusters
  Score: Raw -1175324.710652 + Penalty 3002.461985 = -1172322.248667
  nChanged 149
		SP:Iteration 18Q (16437.250000 sec): 3 clusters
  Score: Raw -1175424.310237 + Penalty 3002.461985 = -1172421.848252
  nChanged 127
		SP:Iteration 19Q (16437.270000 sec): 3 clusters
  Score: Raw -1175500.533426 + Penalty 3002.461985 = -1172498.071441
  nChanged 115
		SP:Iteration 20F (16437.300000 sec): 3 clusters
  Score: Raw -1175550.863130 + Penalty 3002.461985 = -1172548.401146
  nChanged 86
		SP:Iteration 21Q (16437.320000 sec): 3 clusters
  Score: Raw -1175585.613041 + Penalty 3002.461985 = -1172583.151056
  nChanged 69
		SP:Iteration 22Q (16437.340000 sec): 3 clusters
  Score: Raw -1175614.673188 + Penalty 3002.461985 = -1172612.211203
  nChanged 53
		SP:Iteration 23Q (16437.360000 sec): 3 clusters
  Score: Raw -1175628.996564 + Penalty 3002.461985 = -1172626.534580
  nChanged 41
		SP:Iteration 24Q (16437.380000 sec): 3 clusters
  Score: Raw -1175642.101586 + Penalty 3002.461985 = -1172639.639601
  nChanged 35
		SP:Iteration 25Q (16437.400000 sec): 3 clusters
  Score: Raw -1175649.986249 + Penalty 3002.461985 = -1172647.524264
  nChanged 19
		SP:Iteration 26Q (16437.420000 sec): 3 clusters
  Score: Raw -1175653.006081 + Penalty 3002.461985 = -1172650.544096
  nChanged 14
		SP:Iteration 27Q (16437.450000 sec): 3 clusters
  Score: Raw -1175656.404683 + Penalty 3002.461985 = -1172653.942698
  nChanged 10
		SP:Iteration 28Q (16437.470000 sec): 3 clusters
  Score: Raw -1175658.242533 + Penalty 3002.461985 = -1172655.780548
  nChanged 11
		SP:Iteration 29Q (16437.490000 sec): 3 clusters
  Score: Raw -1175659.759786 + Penalty 3002.461985 = -1172657.297801
  nChanged 4
		SP:Iteration 30Q (16437.510000 sec): 3 clusters
  Score: Raw -1175660.187486 + Penalty 3002.461985 = -1172657.725501
  nChanged 2
		SP:Iteration 31Q (16437.530000 sec): 3 clusters
  Score: Raw -1175660.411342 + Penalty 3002.461985 = -1172657.949358
  nChanged 3
		SP:Iteration 32Q (16437.560000 sec): 3 clusters
  Score: Raw -1175661.003106 + Penalty 3002.461985 = -1172658.541121
  nChanged 3
		SP:Iteration 33Q (16437.580000 sec): 3 clusters
  Score: Raw -1175661.719822 + Penalty 3002.461985 = -1172659.257837
  nChanged 2
		SP:Iteration 34Q (16437.600000 sec): 3 clusters
  Score: Raw -1175661.963782 + Penalty 3002.461985 = -1172659.501797
  nChanged 0
		SP:Iteration 35F (16437.620000 sec): 3 clusters
  Score: Raw -1175661.963782 + Penalty 3002.461985 = -1172659.501797
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16437.640000 sec): 2 clusters
  Score: Raw -573006.761289 + Penalty 1385.467638 = -571621.293651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16437.660000 sec): 3 clusters
  Score: Raw -570400.054583 + Penalty 2770.935277 = -567629.119306
  nChanged 2051
		SP:Iteration 1F (16437.670000 sec): 3 clusters
  Score: Raw -571490.724240 + Penalty 2770.935277 = -568719.788963
  nChanged 348
		SP:Iteration 2F (16437.680000 sec): 3 clusters
  Score: Raw -571671.300391 + Penalty 2770.935277 = -568900.365115
  nChanged 265
		SP:Iteration 3F (16437.700000 sec): 3 clusters
  Score: Raw -571805.089543 + Penalty 2770.935277 = -569034.154267
  nChanged 249
		SP:Iteration 4Q (16437.710000 sec): 3 clusters
  Score: Raw -571931.857129 + Penalty 2770.935277 = -569160.921853
  nChanged 217
		SP:Iteration 5Q (16437.720000 sec): 3 clusters
  Score: Raw -572052.276187 + Penalty 2770.935277 = -569281.340911
  nChanged 220
		SP:Iteration 6Q (16437.740000 sec): 3 clusters
  Score: Raw -572179.627249 + Penalty 2770.935277 = -569408.691973
  nChanged 224
		SP:Iteration 7Q (16437.750000 sec): 3 clusters
  Score: Raw -572307.720226 + Penalty 2770.935277 = -569536.784949
  nChanged 227
		SP:Iteration 8Q (16437.760000 sec): 3 clusters
  Score: Raw -572433.124258 + Penalty 2770.935277 = -569662.188981
  nChanged 210
		SP:Iteration 9Q (16437.770000 sec): 3 clusters
  Score: Raw -572550.396188 + Penalty 2770.935277 = -569779.460912
  nChanged 197
		SP:Iteration 10Q (16437.790000 sec): 3 clusters
  Score: Raw -572659.749488 + Penalty 2770.935277 = -569888.814211
  nChanged 158
		SP:Iteration 11Q (16437.800000 sec): 3 clusters
  Score: Raw -572748.903380 + Penalty 2770.935277 = -569977.968103
  nChanged 143
		SP:Iteration 12Q (16437.810000 sec): 3 clusters
  Score: Raw -572828.372233 + Penalty 2770.935277 = -570057.436957
  nChanged 128
		SP:Iteration 13Q (16437.820000 sec): 3 clusters
  Score: Raw -572895.856215 + Penalty 2770.935277 = -570124.920938
  nChanged 99
		SP:Iteration 14Q (16437.840000 sec): 3 clusters
  Score: Raw -572945.736702 + Penalty 2770.935277 = -570174.801426
  nChanged 78
		SP:Iteration 15Q (16437.850000 sec): 3 clusters
  Score: Raw -572984.767606 + Penalty 2770.935277 = -570213.832329
  nChanged 69
		SP:Iteration 16Q (16437.870000 sec): 3 clusters
  Score: Raw -573020.474787 + Penalty 2770.935277 = -570249.539511
  nChanged 61
		SP:Iteration 17Q (16437.880000 sec): 3 clusters
  Score: Raw -573047.235313 + Penalty 2770.935277 = -570276.300036
  nChanged 39
		SP:Iteration 18Q (16437.890000 sec): 3 clusters
  Score: Raw -573062.202717 + Penalty 2770.935277 = -570291.267441
  nChanged 30
		SP:Iteration 19Q (16437.900000 sec): 3 clusters
  Score: Raw -573074.646714 + Penalty 2770.935277 = -570303.711437
  nChanged 32
		SP:Iteration 20F (16437.920000 sec): 3 clusters
  Score: Raw -573085.634841 + Penalty 2770.935277 = -570314.699564
  nChanged 17
		SP:Iteration 21Q (16437.930000 sec): 3 clusters
  Score: Raw -573093.377335 + Penalty 2770.935277 = -570322.442059
  nChanged 20
		SP:Iteration 22Q (16437.940000 sec): 3 clusters
  Score: Raw -573100.536878 + Penalty 2770.935277 = -570329.601601
  nChanged 15
		SP:Iteration 23Q (16437.950000 sec): 3 clusters
  Score: Raw -573105.469428 + Penalty 2770.935277 = -570334.534152
  nChanged 10
		SP:Iteration 24Q (16437.970000 sec): 3 clusters
  Score: Raw -573110.096795 + Penalty 2770.935277 = -570339.161518
  nChanged 11
		SP:Iteration 25Q (16437.980000 sec): 3 clusters
  Score: Raw -573113.220388 + Penalty 2770.935277 = -570342.285111
  nChanged 10
		SP:Iteration 26Q (16437.990000 sec): 3 clusters
  Score: Raw -573117.780301 + Penalty 2770.935277 = -570346.845025
  nChanged 13
		SP:Iteration 27Q (16438.010000 sec): 3 clusters
  Score: Raw -573123.668030 + Penalty 2770.935277 = -570352.732753
  nChanged 13
		SP:Iteration 28Q (16438.020000 sec): 3 clusters
  Score: Raw -573129.047217 + Penalty 2770.935277 = -570358.111940
  nChanged 12
		SP:Iteration 29Q (16438.030000 sec): 3 clusters
  Score: Raw -573132.353353 + Penalty 2770.935277 = -570361.418076
  nChanged 7
		SP:Iteration 30Q (16438.050000 sec): 3 clusters
  Score: Raw -573134.651375 + Penalty 2770.935277 = -570363.716099
  nChanged 5
		SP:Iteration 31Q (16438.060000 sec): 3 clusters
  Score: Raw -573136.890710 + Penalty 2770.935277 = -570365.955433
  nChanged 8
		SP:Iteration 32Q (16438.070000 sec): 3 clusters
  Score: Raw -573139.778265 + Penalty 2770.935277 = -570368.842988
  nChanged 2
		SP:Iteration 33Q (16438.080000 sec): 3 clusters
  Score: Raw -573140.568741 + Penalty 2770.935277 = -570369.633464
  nChanged 4
		SP:Iteration 34Q (16438.090000 sec): 3 clusters
  Score: Raw -573141.562021 + Penalty 2770.935277 = -570370.626744
  nChanged 2
		SP:Iteration 35Q (16438.110000 sec): 3 clusters
  Score: Raw -573142.036875 + Penalty 2770.935277 = -570371.101598
  nChanged 2
		SP:Iteration 36Q (16438.120000 sec): 3 clusters
  Score: Raw -573142.693841 + Penalty 2770.935277 = -570371.758565
  nChanged 2
		SP:Iteration 37Q (16438.130000 sec): 3 clusters
  Score: Raw -573143.183138 + Penalty 2770.935277 = -570372.247862
  nChanged 1
		SP:Iteration 38Q (16438.150000 sec): 3 clusters
  Score: Raw -573143.421294 + Penalty 2770.935277 = -570372.486017
  nChanged 1
		SP:Iteration 39Q (16438.160000 sec): 3 clusters
  Score: Raw -573143.789761 + Penalty 2770.935277 = -570372.854485
  nChanged 0
		SP:Iteration 40F (16438.170000 sec): 3 clusters
  Score: Raw -573143.789761 + Penalty 2770.935277 = -570372.854485
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16438.190000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16438.210000 sec): 3 clusters
  Score: Raw -765356.783563 + Penalty 2868.974794 = -762487.808769
  nChanged 2847
		SP:Iteration 1F (16438.230000 sec): 3 clusters
  Score: Raw -767172.097011 + Penalty 2868.974794 = -764303.122217
  nChanged 600
		SP:Iteration 2F (16438.250000 sec): 3 clusters
  Score: Raw -767637.649364 + Penalty 2868.974794 = -764768.674569
  nChanged 498
		SP:Iteration 3F (16438.270000 sec): 3 clusters
  Score: Raw -768043.372311 + Penalty 2868.974794 = -765174.397517
  nChanged 438
		SP:Iteration 4F (16438.280000 sec): 3 clusters
  Score: Raw -768407.130624 + Penalty 2868.974794 = -765538.155829
  nChanged 374
		SP:Iteration 5F (16438.300000 sec): 3 clusters
  Score: Raw -768729.086733 + Penalty 2868.974794 = -765860.111939
  nChanged 334
		SP:Iteration 6Q (16438.310000 sec): 3 clusters
  Score: Raw -769020.724453 + Penalty 2868.974794 = -766151.749659
  nChanged 310
		SP:Iteration 7Q (16438.330000 sec): 3 clusters
  Score: Raw -769278.429093 + Penalty 2868.974794 = -766409.454299
  nChanged 252
		SP:Iteration 8Q (16438.350000 sec): 3 clusters
  Score: Raw -769493.513183 + Penalty 2868.974794 = -766624.538389
  nChanged 212
		SP:Iteration 9Q (16438.370000 sec): 3 clusters
  Score: Raw -769656.226514 + Penalty 2868.974794 = -766787.251720
  nChanged 179
		SP:Iteration 10Q (16438.380000 sec): 3 clusters
  Score: Raw -769760.911898 + Penalty 2868.974794 = -766891.937104
  nChanged 136
		SP:Iteration 11Q (16438.390000 sec): 3 clusters
  Score: Raw -769839.512883 + Penalty 2868.974794 = -766970.538089
  nChanged 116
		SP:Iteration 12Q (16438.410000 sec): 3 clusters
  Score: Raw -769906.226198 + Penalty 2868.974794 = -767037.251404
  nChanged 96
		SP:Iteration 13Q (16438.430000 sec): 3 clusters
  Score: Raw -769949.902556 + Penalty 2868.974794 = -767080.927762
  nChanged 84
		SP:Iteration 14Q (16438.440000 sec): 3 clusters
  Score: Raw -769990.889455 + Penalty 2868.974794 = -767121.914661
  nChanged 69
		SP:Iteration 15Q (16438.460000 sec): 3 clusters
  Score: Raw -770026.467332 + Penalty 2868.974794 = -767157.492538
  nChanged 73
		SP:Iteration 16Q (16438.470000 sec): 3 clusters
  Score: Raw -770060.051280 + Penalty 2868.974794 = -767191.076485
  nChanged 70
		SP:Iteration 17Q (16438.490000 sec): 3 clusters
  Score: Raw -770092.795156 + Penalty 2868.974794 = -767223.820362
  nChanged 65
		SP:Iteration 18Q (16438.500000 sec): 3 clusters
  Score: Raw -770121.945226 + Penalty 2868.974794 = -767252.970432
  nChanged 63
		SP:Iteration 19Q (16438.520000 sec): 3 clusters
  Score: Raw -770145.266233 + Penalty 2868.974794 = -767276.291439
  nChanged 51
		SP:Iteration 20F (16438.530000 sec): 3 clusters
  Score: Raw -770163.045117 + Penalty 2868.974794 = -767294.070323
  nChanged 40
		SP:Iteration 21Q (16438.550000 sec): 3 clusters
  Score: Raw -770174.258593 + Penalty 2868.974794 = -767305.283799
  nChanged 31
		SP:Iteration 22Q (16438.570000 sec): 3 clusters
  Score: Raw -770181.803259 + Penalty 2868.974794 = -767312.828465
  nChanged 23
		SP:Iteration 23Q (16438.580000 sec): 3 clusters
  Score: Raw -770187.355571 + Penalty 2868.974794 = -767318.380777
  nChanged 31
		SP:Iteration 24Q (16438.590000 sec): 3 clusters
  Score: Raw -770195.386374 + Penalty 2868.974794 = -767326.411580
  nChanged 30
		SP:Iteration 25Q (16438.610000 sec): 3 clusters
  Score: Raw -770203.410816 + Penalty 2868.974794 = -767334.436022
  nChanged 25
		SP:Iteration 26Q (16438.630000 sec): 3 clusters
  Score: Raw -770208.576409 + Penalty 2868.974794 = -767339.601615
  nChanged 17
		SP:Iteration 27Q (16438.640000 sec): 3 clusters
  Score: Raw -770212.115902 + Penalty 2868.974794 = -767343.141108
  nChanged 18
		SP:Iteration 28Q (16438.650000 sec): 3 clusters
  Score: Raw -770215.716162 + Penalty 2868.974794 = -767346.741368
  nChanged 19
		SP:Iteration 29Q (16438.670000 sec): 3 clusters
  Score: Raw -770220.499005 + Penalty 2868.974794 = -767351.524211
  nChanged 20
		SP:Iteration 30Q (16438.690000 sec): 3 clusters
  Score: Raw -770224.930729 + Penalty 2868.974794 = -767355.955935
  nChanged 12
		SP:Iteration 31Q (16438.700000 sec): 3 clusters
  Score: Raw -770229.068134 + Penalty 2868.974794 = -767360.093340
  nChanged 15
		SP:Iteration 32Q (16438.710000 sec): 3 clusters
  Score: Raw -770233.833980 + Penalty 2868.974794 = -767364.859186
  nChanged 18
		SP:Iteration 33Q (16438.730000 sec): 3 clusters
  Score: Raw -770237.175977 + Penalty 2868.974794 = -767368.201183
  nChanged 11
		SP:Iteration 34Q (16438.750000 sec): 3 clusters
  Score: Raw -770238.950770 + Penalty 2868.974794 = -767369.975976
  nChanged 6
		SP:Iteration 35Q (16438.760000 sec): 3 clusters
  Score: Raw -770239.686277 + Penalty 2868.974794 = -767370.711483
  nChanged 3
		SP:Iteration 36Q (16438.770000 sec): 3 clusters
  Score: Raw -770240.074745 + Penalty 2868.974794 = -767371.099951
  nChanged 4
		SP:Iteration 37Q (16438.790000 sec): 3 clusters
  Score: Raw -770240.787343 + Penalty 2868.974794 = -767371.812549
  nChanged 1
		SP:Iteration 38Q (16438.810000 sec): 3 clusters
  Score: Raw -770241.001077 + Penalty 2868.974794 = -767372.026283
  nChanged 3
		SP:Iteration 39Q (16438.820000 sec): 3 clusters
  Score: Raw -770241.218585 + Penalty 2868.974794 = -767372.243791
  nChanged 0
		SP:Iteration 40F (16438.840000 sec): 3 clusters
  Score: Raw -770241.218585 + Penalty 2868.974794 = -767372.243791
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16438.860000 sec): 2 clusters
  Score: Raw -665126.705511 + Penalty 1411.955876 = -663714.749636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16438.870000 sec): 3 clusters
  Score: Raw -661984.079482 + Penalty 2823.911751 = -659160.167731
  nChanged 2436
		SP:Iteration 1F (16438.890000 sec): 3 clusters
  Score: Raw -663494.545208 + Penalty 2823.911751 = -660670.633457
  nChanged 515
		SP:Iteration 2F (16438.900000 sec): 3 clusters
  Score: Raw -663914.362449 + Penalty 2823.911751 = -661090.450698
  nChanged 441
		SP:Iteration 3F (16438.920000 sec): 3 clusters
  Score: Raw -664281.220132 + Penalty 2823.911751 = -661457.308381
  nChanged 374
		SP:Iteration 4F (16438.930000 sec): 3 clusters
  Score: Raw -664545.771346 + Penalty 2823.911751 = -661721.859595
  nChanged 307
		SP:Iteration 5F (16438.950000 sec): 3 clusters
  Score: Raw -664738.757957 + Penalty 2823.911751 = -661914.846206
  nChanged 224
		SP:Iteration 6Q (16438.970000 sec): 3 clusters
  Score: Raw -664855.345815 + Penalty 2823.911751 = -662031.434064
  nChanged 183
		SP:Iteration 7Q (16438.980000 sec): 3 clusters
  Score: Raw -664938.969765 + Penalty 2823.911751 = -662115.058014
  nChanged 140
		SP:Iteration 8Q (16438.990000 sec): 3 clusters
  Score: Raw -664999.051150 + Penalty 2823.911751 = -662175.139399
  nChanged 97
		SP:Iteration 9Q (16439.010000 sec): 3 clusters
  Score: Raw -665036.738095 + Penalty 2823.911751 = -662212.826343
  nChanged 91
		SP:Iteration 10Q (16439.020000 sec): 3 clusters
  Score: Raw -665068.097962 + Penalty 2823.911751 = -662244.186211
  nChanged 82
		SP:Iteration 11Q (16439.040000 sec): 3 clusters
  Score: Raw -665093.176988 + Penalty 2823.911751 = -662269.265237
  nChanged 65
		SP:Iteration 12Q (16439.050000 sec): 3 clusters
  Score: Raw -665110.450565 + Penalty 2823.911751 = -662286.538813
  nChanged 59
		SP:Iteration 13Q (16439.070000 sec): 3 clusters
  Score: Raw -665122.418129 + Penalty 2823.911751 = -662298.506378
  nChanged 39
		SP:Iteration 14Q (16439.080000 sec): 3 clusters
  Score: Raw -665130.702093 + Penalty 2823.911751 = -662306.790342
  nChanged 31
		SP:Iteration 15Q (16439.100000 sec): 3 clusters
  Score: Raw -665137.675795 + Penalty 2823.911751 = -662313.764044
  nChanged 24
		SP:Iteration 16Q (16439.110000 sec): 3 clusters
  Score: Raw -665142.978964 + Penalty 2823.911751 = -662319.067213
  nChanged 22
		SP:Iteration 17Q (16439.130000 sec): 3 clusters
  Score: Raw -665147.649824 + Penalty 2823.911751 = -662323.738073
  nChanged 19
		SP:Iteration 18Q (16439.140000 sec): 3 clusters
  Score: Raw -665151.104277 + Penalty 2823.911751 = -662327.192526
  nChanged 17
		SP:Iteration 19Q (16439.160000 sec): 3 clusters
  Score: Raw -665153.988050 + Penalty 2823.911751 = -662330.076299
  nChanged 8
		SP:Iteration 20F (16439.170000 sec): 3 clusters
  Score: Raw -665155.317935 + Penalty 2823.911751 = -662331.406183
  nChanged 7
		SP:Iteration 21Q (16439.190000 sec): 3 clusters
  Score: Raw -665156.504614 + Penalty 2823.911751 = -662332.592863
  nChanged 5
		SP:Iteration 22Q (16439.200000 sec): 3 clusters
  Score: Raw -665157.427383 + Penalty 2823.911751 = -662333.515632
  nChanged 1
		SP:Iteration 23Q (16439.220000 sec): 3 clusters
  Score: Raw -665157.526631 + Penalty 2823.911751 = -662333.614879
  nChanged 3
		SP:Iteration 24Q (16439.230000 sec): 3 clusters
  Score: Raw -665158.267236 + Penalty 2823.911751 = -662334.355485
  nChanged 3
		SP:Iteration 25Q (16439.250000 sec): 3 clusters
  Score: Raw -665158.930813 + Penalty 2823.911751 = -662335.019062
  nChanged 3
		SP:Iteration 26Q (16439.260000 sec): 3 clusters
  Score: Raw -665159.341605 + Penalty 2823.911751 = -662335.429854
  nChanged 2
		SP:Iteration 27Q (16439.280000 sec): 3 clusters
  Score: Raw -665159.567788 + Penalty 2823.911751 = -662335.656037
  nChanged 1
		SP:Iteration 28Q (16439.290000 sec): 3 clusters
  Score: Raw -665159.735299 + Penalty 2823.911751 = -662335.823548
  nChanged 2
		SP:Iteration 29Q (16439.310000 sec): 3 clusters
  Score: Raw -665159.912336 + Penalty 2823.911751 = -662336.000584
  nChanged 1
		SP:Iteration 30Q (16439.320000 sec): 3 clusters
  Score: Raw -665160.152607 + Penalty 2823.911751 = -662336.240855
  nChanged 2
		SP:Iteration 31Q (16439.330000 sec): 3 clusters
  Score: Raw -665160.597584 + Penalty 2823.911751 = -662336.685833
  nChanged 5
		SP:Iteration 32Q (16439.350000 sec): 3 clusters
  Score: Raw -665161.467230 + Penalty 2823.911751 = -662337.555478
  nChanged 2
		SP:Iteration 33Q (16439.370000 sec): 3 clusters
  Score: Raw -665161.874625 + Penalty 2823.911751 = -662337.962874
  nChanged 4
		SP:Iteration 34Q (16439.380000 sec): 3 clusters
  Score: Raw -665162.392203 + Penalty 2823.911751 = -662338.480451
  nChanged 3
		SP:Iteration 35Q (16439.390000 sec): 3 clusters
  Score: Raw -665162.786181 + Penalty 2823.911751 = -662338.874430
  nChanged 2
		SP:Iteration 36Q (16439.410000 sec): 3 clusters
  Score: Raw -665163.654324 + Penalty 2823.911751 = -662339.742573
  nChanged 4
		SP:Iteration 37Q (16439.430000 sec): 3 clusters
  Score: Raw -665164.061809 + Penalty 2823.911751 = -662340.150057
  nChanged 1
		SP:Iteration 38Q (16439.440000 sec): 3 clusters
  Score: Raw -665164.175977 + Penalty 2823.911751 = -662340.264226
  nChanged 2
		SP:Iteration 39Q (16439.450000 sec): 3 clusters
  Score: Raw -665164.407513 + Penalty 2823.911751 = -662340.495762
  nChanged 1
		SP:Iteration 40F (16439.470000 sec): 3 clusters
  Score: Raw -665164.469967 + Penalty 2823.911751 = -662340.558216
  nChanged 1
		SP:Iteration 41Q (16439.480000 sec): 3 clusters
  Score: Raw -665164.542051 + Penalty 2823.911751 = -662340.630300
  nChanged 0
		SP:Iteration 42F (16439.500000 sec): 3 clusters
  Score: Raw -665164.542051 + Penalty 2823.911751 = -662340.630300
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16439.510000 sec): 2 clusters
  Score: Raw -17362.753808 + Penalty 842.039827 = -16520.713981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16439.510000 sec): 3 clusters
  Score: Raw -17542.757041 + Penalty 1684.079654 = -15858.677387
  nChanged 27
		SP:Iteration 1F (16439.510000 sec): 3 clusters
  Score: Raw -17647.978086 + Penalty 1684.079654 = -15963.898432
  nChanged 7
		SP:Iteration 2Q (16439.510000 sec): 3 clusters
  Score: Raw -17671.244851 + Penalty 1684.079654 = -15987.165197
  nChanged 3
		SP:Iteration 3Q (16439.510000 sec): 3 clusters
  Score: Raw -17682.696270 + Penalty 1684.079654 = -15998.616616
  nChanged 2
		SP:Iteration 4Q (16439.510000 sec): 3 clusters
  Score: Raw -17690.189929 + Penalty 1684.079654 = -16006.110275
  nChanged 1
		SP:Iteration 5Q (16439.510000 sec): 3 clusters
  Score: Raw -17692.500997 + Penalty 1684.079654 = -16008.421343
  nChanged 0
		SP:Iteration 6F (16439.510000 sec): 3 clusters
  Score: Raw -17692.500997 + Penalty 1684.079654 = -16008.421343
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16439.520000 sec): 2 clusters
  Score: Raw -229511.042119 + Penalty 1248.478265 = -228262.563854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16439.530000 sec): 3 clusters
  Score: Raw -228580.425379 + Penalty 2496.956530 = -226083.468849
  nChanged 754
		SP:Iteration 1F (16439.530000 sec): 3 clusters
  Score: Raw -229117.243703 + Penalty 2496.956530 = -226620.287173
  nChanged 182
		SP:Iteration 2F (16439.540000 sec): 3 clusters
  Score: Raw -229268.520520 + Penalty 2496.956530 = -226771.563990
  nChanged 124
		SP:Iteration 3F (16439.540000 sec): 3 clusters
  Score: Raw -229376.251261 + Penalty 2496.956530 = -226879.294731
  nChanged 104
		SP:Iteration 4Q (16439.550000 sec): 3 clusters
  Score: Raw -229466.680320 + Penalty 2496.956530 = -226969.723790
  nChanged 92
		SP:Iteration 5Q (16439.550000 sec): 3 clusters
  Score: Raw -229553.225815 + Penalty 2496.956530 = -227056.269284
  nChanged 71
		SP:Iteration 6Q (16439.560000 sec): 3 clusters
  Score: Raw -229601.717292 + Penalty 2496.956530 = -227104.760762
  nChanged 55
		SP:Iteration 7Q (16439.560000 sec): 3 clusters
  Score: Raw -229647.443034 + Penalty 2496.956530 = -227150.486504
  nChanged 47
		SP:Iteration 8Q (16439.570000 sec): 3 clusters
  Score: Raw -229679.290097 + Penalty 2496.956530 = -227182.333567
  nChanged 34
		SP:Iteration 9Q (16439.570000 sec): 3 clusters
  Score: Raw -229709.982933 + Penalty 2496.956530 = -227213.026403
  nChanged 39
		SP:Iteration 10Q (16439.580000 sec): 3 clusters
  Score: Raw -229740.931401 + Penalty 2496.956530 = -227243.974871
  nChanged 37
		SP:Iteration 11Q (16439.590000 sec): 3 clusters
  Score: Raw -229774.114908 + Penalty 2496.956530 = -227277.158378
  nChanged 40
		SP:Iteration 12Q (16439.590000 sec): 3 clusters
  Score: Raw -229805.181448 + Penalty 2496.956530 = -227308.224918
  nChanged 36
		SP:Iteration 13Q (16439.590000 sec): 3 clusters
  Score: Raw -229825.992192 + Penalty 2496.956530 = -227329.035662
  nChanged 26
		SP:Iteration 14Q (16439.600000 sec): 3 clusters
  Score: Raw -229841.664054 + Penalty 2496.956530 = -227344.707524
  nChanged 23
		SP:Iteration 15Q (16439.610000 sec): 3 clusters
  Score: Raw -229858.381567 + Penalty 2496.956530 = -227361.425037
  nChanged 16
		SP:Iteration 16Q (16439.610000 sec): 3 clusters
  Score: Raw -229874.891985 + Penalty 2496.956530 = -227377.935454
  nChanged 22
		SP:Iteration 17Q (16439.610000 sec): 3 clusters
  Score: Raw -229890.491852 + Penalty 2496.956530 = -227393.535322
  nChanged 27
		SP:Iteration 18Q (16439.620000 sec): 3 clusters
  Score: Raw -229919.083661 + Penalty 2496.956530 = -227422.127131
  nChanged 34
		SP:Iteration 19Q (16439.630000 sec): 3 clusters
  Score: Raw -229950.780986 + Penalty 2496.956530 = -227453.824456
  nChanged 24
		SP:Iteration 20F (16439.630000 sec): 3 clusters
  Score: Raw -229969.923135 + Penalty 2496.956530 = -227472.966604
  nChanged 31
		SP:Iteration 21Q (16439.640000 sec): 3 clusters
  Score: Raw -229993.011446 + Penalty 2496.956530 = -227496.054916
  nChanged 22
		SP:Iteration 22Q (16439.640000 sec): 3 clusters
  Score: Raw -230004.525317 + Penalty 2496.956530 = -227507.568787
  nChanged 11
		SP:Iteration 23Q (16439.650000 sec): 3 clusters
  Score: Raw -230010.922068 + Penalty 2496.956530 = -227513.965538
  nChanged 7
		SP:Iteration 24Q (16439.650000 sec): 3 clusters
  Score: Raw -230013.701254 + Penalty 2496.956530 = -227516.744724
  nChanged 3
		SP:Iteration 25Q (16439.660000 sec): 3 clusters
  Score: Raw -230015.069711 + Penalty 2496.956530 = -227518.113180
  nChanged 1
		SP:Iteration 26Q (16439.660000 sec): 3 clusters
  Score: Raw -230015.278855 + Penalty 2496.956530 = -227518.322325
  nChanged 0
		SP:Iteration 27F (16439.670000 sec): 3 clusters
  Score: Raw -230015.278855 + Penalty 2496.956530 = -227518.322325
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16439.670000 sec): 2 clusters
  Score: Raw -68445.884274 + Penalty 1045.091301 = -67400.792973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16439.680000 sec): 3 clusters
  Score: Raw -68314.564452 + Penalty 2090.182602 = -66224.381851
  nChanged 176
		SP:Iteration 1F (16439.680000 sec): 3 clusters
  Score: Raw -68509.416169 + Penalty 2090.182602 = -66419.233567
  nChanged 42
		SP:Iteration 2F (16439.680000 sec): 3 clusters
  Score: Raw -68576.528194 + Penalty 2090.182602 = -66486.345592
  nChanged 13
		SP:Iteration 3Q (16439.690000 sec): 3 clusters
  Score: Raw -68594.269055 + Penalty 2090.182602 = -66504.086454
  nChanged 6
		SP:Iteration 4Q (16439.690000 sec): 3 clusters
  Score: Raw -68603.157268 + Penalty 2090.182602 = -66512.974666
  nChanged 13
		SP:Iteration 5Q (16439.690000 sec): 3 clusters
  Score: Raw -68626.115750 + Penalty 2090.182602 = -66535.933148
  nChanged 11
		SP:Iteration 6Q (16439.690000 sec): 3 clusters
  Score: Raw -68638.320537 + Penalty 2090.182602 = -66548.137936
  nChanged 5
		SP:Iteration 7Q (16439.690000 sec): 3 clusters
  Score: Raw -68642.475617 + Penalty 2090.182602 = -66552.293015
  nChanged 3
		SP:Iteration 8Q (16439.690000 sec): 3 clusters
  Score: Raw -68645.373513 + Penalty 2090.182602 = -66555.190911
  nChanged 3
		SP:Iteration 9Q (16439.690000 sec): 3 clusters
  Score: Raw -68647.733519 + Penalty 2090.182602 = -66557.550918
  nChanged 1
		SP:Iteration 10Q (16439.700000 sec): 3 clusters
  Score: Raw -68652.086071 + Penalty 2090.182602 = -66561.903469
  nChanged 3
		SP:Iteration 11Q (16439.700000 sec): 3 clusters
  Score: Raw -68659.020658 + Penalty 2090.182602 = -66568.838057
  nChanged 3
		SP:Iteration 12Q (16439.700000 sec): 3 clusters
  Score: Raw -68661.861691 + Penalty 2090.182602 = -66571.679089
  nChanged 1
		SP:Iteration 13Q (16439.700000 sec): 3 clusters
  Score: Raw -68664.367251 + Penalty 2090.182602 = -66574.184649
  nChanged 1
		SP:Iteration 14Q (16439.700000 sec): 3 clusters
  Score: Raw -68667.736530 + Penalty 2090.182602 = -66577.553929
  nChanged 1
		SP:Iteration 15Q (16439.710000 sec): 3 clusters
  Score: Raw -68668.479316 + Penalty 2090.182602 = -66578.296715
  nChanged 0
		SP:Iteration 16F (16439.710000 sec): 3 clusters
  Score: Raw -68668.479316 + Penalty 2090.182602 = -66578.296715
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16439.740000 sec): 2 clusters
  Score: Raw -641220.157797 + Penalty 1414.643233 = -639805.514564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16439.750000 sec): 3 clusters
  Score: Raw -638008.286419 + Penalty 2829.286466 = -635178.999952
  nChanged 2477
		SP:Iteration 1F (16439.770000 sec): 3 clusters
  Score: Raw -639450.400613 + Penalty 2829.286466 = -636621.114147
  nChanged 462
		SP:Iteration 2F (16439.790000 sec): 3 clusters
  Score: Raw -639744.919403 + Penalty 2829.286466 = -636915.632936
  nChanged 370
		SP:Iteration 3F (16439.800000 sec): 3 clusters
  Score: Raw -639980.308145 + Penalty 2829.286466 = -637151.021678
  nChanged 297
		SP:Iteration 4Q (16439.810000 sec): 3 clusters
  Score: Raw -640146.597080 + Penalty 2829.286466 = -637317.310614
  nChanged 259
		SP:Iteration 5Q (16439.830000 sec): 3 clusters
  Score: Raw -640291.438069 + Penalty 2829.286466 = -637462.151603
  nChanged 233
		SP:Iteration 6Q (16439.850000 sec): 3 clusters
  Score: Raw -640398.065696 + Penalty 2829.286466 = -637568.779230
  nChanged 176
		SP:Iteration 7Q (16439.860000 sec): 3 clusters
  Score: Raw -640464.489975 + Penalty 2829.286466 = -637635.203508
  nChanged 153
		SP:Iteration 8Q (16439.880000 sec): 3 clusters
  Score: Raw -640523.905555 + Penalty 2829.286466 = -637694.619088
  nChanged 126
		SP:Iteration 9Q (16439.890000 sec): 3 clusters
  Score: Raw -640568.931113 + Penalty 2829.286466 = -637739.644646
  nChanged 125
		SP:Iteration 10Q (16439.900000 sec): 3 clusters
  Score: Raw -640622.415621 + Penalty 2829.286466 = -637793.129155
  nChanged 129
		SP:Iteration 11Q (16439.920000 sec): 3 clusters
  Score: Raw -640677.005413 + Penalty 2829.286466 = -637847.718947
  nChanged 108
		SP:Iteration 12Q (16439.930000 sec): 3 clusters
  Score: Raw -640717.556715 + Penalty 2829.286466 = -637888.270249
  nChanged 100
		SP:Iteration 13Q (16439.950000 sec): 3 clusters
  Score: Raw -640754.614225 + Penalty 2829.286466 = -637925.327759
  nChanged 91
		SP:Iteration 14Q (16439.960000 sec): 3 clusters
  Score: Raw -640787.574815 + Penalty 2829.286466 = -637958.288349
  nChanged 83
		SP:Iteration 15Q (16439.980000 sec): 3 clusters
  Score: Raw -640817.970227 + Penalty 2829.286466 = -637988.683761
  nChanged 74
		SP:Iteration 16Q (16439.990000 sec): 3 clusters
  Score: Raw -640844.736122 + Penalty 2829.286466 = -638015.449656
  nChanged 78
		SP:Iteration 17Q (16440.010000 sec): 3 clusters
  Score: Raw -640873.298421 + Penalty 2829.286466 = -638044.011955
  nChanged 74
		SP:Iteration 18Q (16440.020000 sec): 3 clusters
  Score: Raw -640898.812100 + Penalty 2829.286466 = -638069.525634
  nChanged 76
		SP:Iteration 19Q (16440.040000 sec): 3 clusters
  Score: Raw -640924.236587 + Penalty 2829.286466 = -638094.950121
  nChanged 75
		SP:Iteration 20F (16440.050000 sec): 3 clusters
  Score: Raw -640949.392273 + Penalty 2829.286466 = -638120.105807
  nChanged 54
		SP:Iteration 21Q (16440.070000 sec): 3 clusters
  Score: Raw -640967.995494 + Penalty 2829.286466 = -638138.709027
  nChanged 61
		SP:Iteration 22Q (16440.080000 sec): 3 clusters
  Score: Raw -640988.001375 + Penalty 2829.286466 = -638158.714909
  nChanged 55
		SP:Iteration 23Q (16440.100000 sec): 3 clusters
  Score: Raw -641007.198976 + Penalty 2829.286466 = -638177.912509
  nChanged 63
		SP:Iteration 24Q (16440.110000 sec): 3 clusters
  Score: Raw -641030.457288 + Penalty 2829.286466 = -638201.170821
  nChanged 68
		SP:Iteration 25Q (16440.130000 sec): 3 clusters
  Score: Raw -641052.533908 + Penalty 2829.286466 = -638223.247442
  nChanged 57
		SP:Iteration 26Q (16440.140000 sec): 3 clusters
  Score: Raw -641070.856102 + Penalty 2829.286466 = -638241.569636
  nChanged 59
		SP:Iteration 27Q (16440.160000 sec): 3 clusters
  Score: Raw -641093.413249 + Penalty 2829.286466 = -638264.126783
  nChanged 58
		SP:Iteration 28Q (16440.170000 sec): 3 clusters
  Score: Raw -641115.940222 + Penalty 2829.286466 = -638286.653756
  nChanged 46
		SP:Iteration 29Q (16440.190000 sec): 3 clusters
  Score: Raw -641129.223899 + Penalty 2829.286466 = -638299.937433
  nChanged 35
		SP:Iteration 30Q (16440.200000 sec): 3 clusters
  Score: Raw -641138.042819 + Penalty 2829.286466 = -638308.756352
  nChanged 32
		SP:Iteration 31Q (16440.210000 sec): 3 clusters
  Score: Raw -641146.555057 + Penalty 2829.286466 = -638317.268590
  nChanged 29
		SP:Iteration 32Q (16440.230000 sec): 3 clusters
  Score: Raw -641152.781168 + Penalty 2829.286466 = -638323.494701
  nChanged 25
		SP:Iteration 33Q (16440.250000 sec): 3 clusters
  Score: Raw -641158.153714 + Penalty 2829.286466 = -638328.867248
  nChanged 23
		SP:Iteration 34Q (16440.260000 sec): 3 clusters
  Score: Raw -641162.251509 + Penalty 2829.286466 = -638332.965042
  nChanged 16
		SP:Iteration 35Q (16440.270000 sec): 3 clusters
  Score: Raw -641165.545483 + Penalty 2829.286466 = -638336.259017
  nChanged 18
		SP:Iteration 36Q (16440.290000 sec): 3 clusters
  Score: Raw -641169.132377 + Penalty 2829.286466 = -638339.845910
  nChanged 19
		SP:Iteration 37Q (16440.300000 sec): 3 clusters
  Score: Raw -641173.349120 + Penalty 2829.286466 = -638344.062653
  nChanged 15
		SP:Iteration 38Q (16440.320000 sec): 3 clusters
  Score: Raw -641176.534451 + Penalty 2829.286466 = -638347.247984
  nChanged 12
		SP:Iteration 39Q (16440.330000 sec): 3 clusters
  Score: Raw -641179.411731 + Penalty 2829.286466 = -638350.125265
  nChanged 16
		SP:Iteration 40F (16440.350000 sec): 3 clusters
  Score: Raw -641182.866587 + Penalty 2829.286466 = -638353.580121
  nChanged 14
		SP:Iteration 41Q (16440.360000 sec): 3 clusters
  Score: Raw -641185.233162 + Penalty 2829.286466 = -638355.946695
  nChanged 12
		SP:Iteration 42Q (16440.370000 sec): 3 clusters
  Score: Raw -641187.292806 + Penalty 2829.286466 = -638358.006339
  nChanged 9
		SP:Iteration 43Q (16440.390000 sec): 3 clusters
  Score: Raw -641189.452188 + Penalty 2829.286466 = -638360.165722
  nChanged 12
		SP:Iteration 44Q (16440.400000 sec): 3 clusters
  Score: Raw -641192.507297 + Penalty 2829.286466 = -638363.220831
  nChanged 16
		SP:Iteration 45Q (16440.410000 sec): 3 clusters
  Score: Raw -641196.067347 + Penalty 2829.286466 = -638366.780880
  nChanged 14
		SP:Iteration 46Q (16440.430000 sec): 3 clusters
  Score: Raw -641199.079074 + Penalty 2829.286466 = -638369.792607
  nChanged 16
		SP:Iteration 47Q (16440.450000 sec): 3 clusters
  Score: Raw -641202.412322 + Penalty 2829.286466 = -638373.125856
  nChanged 15
		SP:Iteration 48Q (16440.460000 sec): 3 clusters
  Score: Raw -641205.066526 + Penalty 2829.286466 = -638375.780060
  nChanged 7
		SP:Iteration 49Q (16440.470000 sec): 3 clusters
  Score: Raw -641206.115000 + Penalty 2829.286466 = -638376.828534
  nChanged 7
		SP:Iteration 50Q (16440.490000 sec): 3 clusters
  Score: Raw -641207.683209 + Penalty 2829.286466 = -638378.396743
  nChanged 9
		SP:Iteration 51Q (16440.500000 sec): 3 clusters
  Score: Raw -641209.115975 + Penalty 2829.286466 = -638379.829509
  nChanged 9
		SP:Iteration 52Q (16440.510000 sec): 3 clusters
  Score: Raw -641210.955445 + Penalty 2829.286466 = -638381.668978
  nChanged 9
		SP:Iteration 53Q (16440.530000 sec): 3 clusters
  Score: Raw -641212.512841 + Penalty 2829.286466 = -638383.226375
  nChanged 11
		SP:Iteration 54Q (16440.550000 sec): 3 clusters
  Score: Raw -641215.206352 + Penalty 2829.286466 = -638385.919885
  nChanged 18
		SP:Iteration 55Q (16440.560000 sec): 3 clusters
  Score: Raw -641219.542804 + Penalty 2829.286466 = -638390.256338
  nChanged 15
		SP:Iteration 56Q (16440.570000 sec): 3 clusters
  Score: Raw -641222.887150 + Penalty 2829.286466 = -638393.600684
  nChanged 20
		SP:Iteration 57Q (16440.590000 sec): 3 clusters
  Score: Raw -641226.555895 + Penalty 2829.286466 = -638397.269428
  nChanged 20
		SP:Iteration 58Q (16440.600000 sec): 3 clusters
  Score: Raw -641230.734441 + Penalty 2829.286466 = -638401.447975
  nChanged 15
		SP:Iteration 59Q (16440.610000 sec): 3 clusters
  Score: Raw -641233.893327 + Penalty 2829.286466 = -638404.606860
  nChanged 14
		SP:Iteration 60F (16440.630000 sec): 3 clusters
  Score: Raw -641237.337917 + Penalty 2829.286466 = -638408.051450
  nChanged 16
		SP:Iteration 61Q (16440.650000 sec): 3 clusters
  Score: Raw -641240.042011 + Penalty 2829.286466 = -638410.755545
  nChanged 14
		SP:Iteration 62Q (16440.660000 sec): 3 clusters
  Score: Raw -641242.450087 + Penalty 2829.286466 = -638413.163620
  nChanged 12
		SP:Iteration 63Q (16440.670000 sec): 3 clusters
  Score: Raw -641244.216457 + Penalty 2829.286466 = -638414.929991
  nChanged 9
		SP:Iteration 64Q (16440.690000 sec): 3 clusters
  Score: Raw -641245.831893 + Penalty 2829.286466 = -638416.545427
  nChanged 7
		SP:Iteration 65Q (16440.700000 sec): 3 clusters
  Score: Raw -641247.075486 + Penalty 2829.286466 = -638417.789020
  nChanged 5
		SP:Iteration 66Q (16440.710000 sec): 3 clusters
  Score: Raw -641248.201575 + Penalty 2829.286466 = -638418.915108
  nChanged 7
		SP:Iteration 67Q (16440.730000 sec): 3 clusters
  Score: Raw -641249.779775 + Penalty 2829.286466 = -638420.493308
  nChanged 7
		SP:Iteration 68Q (16440.750000 sec): 3 clusters
  Score: Raw -641250.499707 + Penalty 2829.286466 = -638421.213240
  nChanged 8
		SP:Iteration 69Q (16440.760000 sec): 3 clusters
  Score: Raw -641251.515118 + Penalty 2829.286466 = -638422.228652
  nChanged 4
		SP:Iteration 70Q (16440.770000 sec): 3 clusters
  Score: Raw -641251.992486 + Penalty 2829.286466 = -638422.706020
  nChanged 1
		SP:Iteration 71Q (16440.790000 sec): 3 clusters
  Score: Raw -641252.244732 + Penalty 2829.286466 = -638422.958265
  nChanged 3
		SP:Iteration 72Q (16440.800000 sec): 3 clusters
  Score: Raw -641252.723968 + Penalty 2829.286466 = -638423.437501
  nChanged 1
		SP:Iteration 73Q (16440.810000 sec): 3 clusters
  Score: Raw -641252.899711 + Penalty 2829.286466 = -638423.613245
  nChanged 2
		SP:Iteration 74Q (16440.830000 sec): 3 clusters
  Score: Raw -641253.182047 + Penalty 2829.286466 = -638423.895581
  nChanged 1
		SP:Iteration 75Q (16440.840000 sec): 3 clusters
  Score: Raw -641253.368662 + Penalty 2829.286466 = -638424.082195
  nChanged 1
		SP:Iteration 76Q (16440.860000 sec): 3 clusters
  Score: Raw -641253.691885 + Penalty 2829.286466 = -638424.405419
  nChanged 4
		SP:Iteration 77Q (16440.870000 sec): 3 clusters
  Score: Raw -641254.237113 + Penalty 2829.286466 = -638424.950646
  nChanged 2
		SP:Iteration 78Q (16440.890000 sec): 3 clusters
  Score: Raw -641254.573700 + Penalty 2829.286466 = -638425.287234
  nChanged 2
		SP:Iteration 79Q (16440.900000 sec): 3 clusters
  Score: Raw -641254.834863 + Penalty 2829.286466 = -638425.548397
  nChanged 2
		SP:Iteration 80F (16440.910000 sec): 3 clusters
  Score: Raw -641255.050662 + Penalty 2829.286466 = -638425.764195
  nChanged 1
		SP:Iteration 81Q (16440.930000 sec): 3 clusters
  Score: Raw -641255.115162 + Penalty 2829.286466 = -638425.828696
  nChanged 1
		SP:Iteration 82Q (16440.940000 sec): 3 clusters
  Score: Raw -641255.174272 + Penalty 2829.286466 = -638425.887805
  nChanged 0
		SP:Iteration 83F (16440.960000 sec): 3 clusters
  Score: Raw -641255.174272 + Penalty 2829.286466 = -638425.887805
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16440.970000 sec): 2 clusters
  Score: Raw -153672.489349 + Penalty 1173.785548 = -152498.703801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16440.980000 sec): 3 clusters
  Score: Raw -153174.691311 + Penalty 2347.571096 = -150827.120216
  nChanged 450
		SP:Iteration 1F (16440.990000 sec): 3 clusters
  Score: Raw -153549.332772 + Penalty 2347.571096 = -151201.761676
  nChanged 118
		SP:Iteration 2F (16440.990000 sec): 3 clusters
  Score: Raw -153665.422473 + Penalty 2347.571096 = -151317.851377
  nChanged 81
		SP:Iteration 3F (16440.990000 sec): 3 clusters
  Score: Raw -153739.245615 + Penalty 2347.571096 = -151391.674520
  nChanged 43
		SP:Iteration 4Q (16440.990000 sec): 3 clusters
  Score: Raw -153776.291785 + Penalty 2347.571096 = -151428.720689
  nChanged 34
		SP:Iteration 5Q (16441.000000 sec): 3 clusters
  Score: Raw -153811.759495 + Penalty 2347.571096 = -151464.188399
  nChanged 37
		SP:Iteration 6Q (16441.000000 sec): 3 clusters
  Score: Raw -153896.247562 + Penalty 2347.571096 = -151548.676466
  nChanged 62
		SP:Iteration 7Q (16441.010000 sec): 3 clusters
  Score: Raw -154065.105068 + Penalty 2347.571096 = -151717.533972
  nChanged 57
		SP:Iteration 8Q (16441.010000 sec): 3 clusters
  Score: Raw -154211.424143 + Penalty 2347.571096 = -151863.853047
  nChanged 65
		SP:Iteration 9Q (16441.010000 sec): 3 clusters
  Score: Raw -154303.714282 + Penalty 2347.571096 = -151956.143186
  nChanged 58
		SP:Iteration 10Q (16441.010000 sec): 3 clusters
  Score: Raw -154377.030231 + Penalty 2347.571096 = -152029.459135
  nChanged 56
		SP:Iteration 11Q (16441.020000 sec): 3 clusters
  Score: Raw -154457.805531 + Penalty 2347.571096 = -152110.234435
  nChanged 38
		SP:Iteration 12Q (16441.020000 sec): 3 clusters
  Score: Raw -154525.293012 + Penalty 2347.571096 = -152177.721916
  nChanged 44
		SP:Iteration 13Q (16441.020000 sec): 3 clusters
  Score: Raw -154635.041593 + Penalty 2347.571096 = -152287.470497
  nChanged 42
		SP:Iteration 14Q (16441.030000 sec): 3 clusters
  Score: Raw -154722.332778 + Penalty 2347.571096 = -152374.761682
  nChanged 24
		SP:Iteration 15Q (16441.030000 sec): 3 clusters
  Score: Raw -154768.894935 + Penalty 2347.571096 = -152421.323839
  nChanged 17
		SP:Iteration 16Q (16441.030000 sec): 3 clusters
  Score: Raw -154810.648001 + Penalty 2347.571096 = -152463.076905
  nChanged 13
		SP:Iteration 17Q (16441.030000 sec): 3 clusters
  Score: Raw -154840.281763 + Penalty 2347.571096 = -152492.710667
  nChanged 5
		SP:Iteration 18Q (16441.040000 sec): 3 clusters
  Score: Raw -154847.480039 + Penalty 2347.571096 = -152499.908943
  nChanged 4
		SP:Iteration 19Q (16441.040000 sec): 3 clusters
  Score: Raw -154853.088800 + Penalty 2347.571096 = -152505.517704
  nChanged 1
		SP:Iteration 20F (16441.040000 sec): 3 clusters
  Score: Raw -154857.699168 + Penalty 2347.571096 = -152510.128072
  nChanged 1
		SP:Iteration 21Q (16441.050000 sec): 3 clusters
  Score: Raw -154871.074252 + Penalty 2347.571096 = -152523.503156
  nChanged 0
		SP:Iteration 22F (16441.050000 sec): 3 clusters
  Score: Raw -154871.074252 + Penalty 2347.571096 = -152523.503156
  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 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16441.070000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16441.070000 sec): 3 clusters
  Score: Raw -131294.121632 + Penalty 2331.287316 = -128962.834316
  nChanged 435
		SP:Iteration 1F (16441.070000 sec): 3 clusters
  Score: Raw -131710.441849 + Penalty 2331.287316 = -129379.154533
  nChanged 144
		SP:Iteration 2F (16441.080000 sec): 3 clusters
  Score: Raw -131903.383973 + Penalty 2331.287316 = -129572.096656
  nChanged 93
		SP:Iteration 3F (16441.080000 sec): 3 clusters
  Score: Raw -132055.559200 + Penalty 2331.287316 = -129724.271884
  nChanged 64
		SP:Iteration 4Q (16441.080000 sec): 3 clusters
  Score: Raw -132168.141763 + Penalty 2331.287316 = -129836.854446
  nChanged 62
		SP:Iteration 5Q (16441.090000 sec): 3 clusters
  Score: Raw -132287.049327 + Penalty 2331.287316 = -129955.762011
  nChanged 63
		SP:Iteration 6Q (16441.090000 sec): 3 clusters
  Score: Raw -132402.655415 + Penalty 2331.287316 = -130071.368098
  nChanged 48
		SP:Iteration 7Q (16441.090000 sec): 3 clusters
  Score: Raw -132496.028270 + Penalty 2331.287316 = -130164.740954
  nChanged 49
		SP:Iteration 8Q (16441.090000 sec): 3 clusters
  Score: Raw -132582.603192 + Penalty 2331.287316 = -130251.315875
  nChanged 30
		SP:Iteration 9Q (16441.100000 sec): 3 clusters
  Score: Raw -132636.218213 + Penalty 2331.287316 = -130304.930897
  nChanged 22
		SP:Iteration 10Q (16441.100000 sec): 3 clusters
  Score: Raw -132673.308182 + Penalty 2331.287316 = -130342.020866
  nChanged 22
		SP:Iteration 11Q (16441.100000 sec): 3 clusters
  Score: Raw -132704.356252 + Penalty 2331.287316 = -130373.068936
  nChanged 9
		SP:Iteration 12Q (16441.110000 sec): 3 clusters
  Score: Raw -132720.657858 + Penalty 2331.287316 = -130389.370541
  nChanged 11
		SP:Iteration 13Q (16441.110000 sec): 3 clusters
  Score: Raw -132736.832510 + Penalty 2331.287316 = -130405.545194
  nChanged 8
		SP:Iteration 14Q (16441.110000 sec): 3 clusters
  Score: Raw -132744.441805 + Penalty 2331.287316 = -130413.154489
  nChanged 4
		SP:Iteration 15Q (16441.110000 sec): 3 clusters
  Score: Raw -132750.485624 + Penalty 2331.287316 = -130419.198308
  nChanged 3
		SP:Iteration 16Q (16441.120000 sec): 3 clusters
  Score: Raw -132753.180450 + Penalty 2331.287316 = -130421.893133
  nChanged 4
		SP:Iteration 17Q (16441.120000 sec): 3 clusters
  Score: Raw -132757.954287 + Penalty 2331.287316 = -130426.666971
  nChanged 2
		SP:Iteration 18Q (16441.120000 sec): 3 clusters
  Score: Raw -132761.444542 + Penalty 2331.287316 = -130430.157226
  nChanged 2
		SP:Iteration 19Q (16441.120000 sec): 3 clusters
  Score: Raw -132763.743497 + Penalty 2331.287316 = -130432.456181
  nChanged 3
		SP:Iteration 20F (16441.130000 sec): 3 clusters
  Score: Raw -132766.658906 + Penalty 2331.287316 = -130435.371590
  nChanged 2
		SP:Iteration 21Q (16441.130000 sec): 3 clusters
  Score: Raw -132768.826862 + Penalty 2331.287316 = -130437.539545
  nChanged 2
		SP:Iteration 22Q (16441.130000 sec): 3 clusters
  Score: Raw -132771.296661 + Penalty 2331.287316 = -130440.009345
  nChanged 3
		SP:Iteration 23Q (16441.130000 sec): 3 clusters
  Score: Raw -132774.294959 + Penalty 2331.287316 = -130443.007642
  nChanged 3
		SP:Iteration 24Q (16441.140000 sec): 3 clusters
  Score: Raw -132778.155671 + Penalty 2331.287316 = -130446.868355
  nChanged 5
		SP:Iteration 25Q (16441.140000 sec): 3 clusters
  Score: Raw -132788.522109 + Penalty 2331.287316 = -130457.234792
  nChanged 3
		SP:Iteration 26Q (16441.140000 sec): 3 clusters
  Score: Raw -132790.551889 + Penalty 2331.287316 = -130459.264573
  nChanged 1
		SP:Iteration 27Q (16441.150000 sec): 3 clusters
  Score: Raw -132792.542636 + Penalty 2331.287316 = -130461.255319
  nChanged 1
		SP:Iteration 28Q (16441.150000 sec): 3 clusters
  Score: Raw -132793.672616 + Penalty 2331.287316 = -130462.385299
  nChanged 0
		SP:Iteration 29F (16441.150000 sec): 3 clusters
  Score: Raw -132793.672616 + Penalty 2331.287316 = -130462.385299
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16441.170000 sec): 2 clusters
  Score: Raw -386871.960308 + Penalty 1331.337659 = -385540.622649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16441.170000 sec): 3 clusters
  Score: Raw -385096.900542 + Penalty 2662.675319 = -382434.225223
  nChanged 1387
		SP:Iteration 1F (16441.180000 sec): 3 clusters
  Score: Raw -385982.366266 + Penalty 2662.675319 = -383319.690948
  nChanged 288
		SP:Iteration 2F (16441.190000 sec): 3 clusters
  Score: Raw -386187.126503 + Penalty 2662.675319 = -383524.451185
  nChanged 212
		SP:Iteration 3F (16441.200000 sec): 3 clusters
  Score: Raw -386329.261166 + Penalty 2662.675319 = -383666.585848
  nChanged 167
		SP:Iteration 4Q (16441.210000 sec): 3 clusters
  Score: Raw -386436.977045 + Penalty 2662.675319 = -383774.301726
  nChanged 139
		SP:Iteration 5Q (16441.220000 sec): 3 clusters
  Score: Raw -386521.582638 + Penalty 2662.675319 = -383858.907319
  nChanged 114
		SP:Iteration 6Q (16441.230000 sec): 3 clusters
  Score: Raw -386577.129167 + Penalty 2662.675319 = -383914.453848
  nChanged 90
		SP:Iteration 7Q (16441.240000 sec): 3 clusters
  Score: Raw -386624.505923 + Penalty 2662.675319 = -383961.830604
  nChanged 85
		SP:Iteration 8Q (16441.250000 sec): 3 clusters
  Score: Raw -386663.981824 + Penalty 2662.675319 = -384001.306506
  nChanged 65
		SP:Iteration 9Q (16441.250000 sec): 3 clusters
  Score: Raw -386696.991867 + Penalty 2662.675319 = -384034.316548
  nChanged 64
		SP:Iteration 10Q (16441.260000 sec): 3 clusters
  Score: Raw -386726.380086 + Penalty 2662.675319 = -384063.704768
  nChanged 56
		SP:Iteration 11Q (16441.270000 sec): 3 clusters
  Score: Raw -386751.895547 + Penalty 2662.675319 = -384089.220228
  nChanged 54
		SP:Iteration 12Q (16441.280000 sec): 3 clusters
  Score: Raw -386779.375470 + Penalty 2662.675319 = -384116.700151
  nChanged 67
		SP:Iteration 13Q (16441.290000 sec): 3 clusters
  Score: Raw -386813.254894 + Penalty 2662.675319 = -384150.579575
  nChanged 52
		SP:Iteration 14Q (16441.300000 sec): 3 clusters
  Score: Raw -386844.079746 + Penalty 2662.675319 = -384181.404428
  nChanged 54
		SP:Iteration 15Q (16441.310000 sec): 3 clusters
  Score: Raw -386874.903489 + Penalty 2662.675319 = -384212.228171
  nChanged 54
		SP:Iteration 16Q (16441.310000 sec): 3 clusters
  Score: Raw -386903.719708 + Penalty 2662.675319 = -384241.044389
  nChanged 53
		SP:Iteration 17Q (16441.320000 sec): 3 clusters
  Score: Raw -386928.846138 + Penalty 2662.675319 = -384266.170819
  nChanged 53
		SP:Iteration 18Q (16441.330000 sec): 3 clusters
  Score: Raw -386956.239078 + Penalty 2662.675319 = -384293.563759
  nChanged 49
		SP:Iteration 19Q (16441.340000 sec): 3 clusters
  Score: Raw -386984.236739 + Penalty 2662.675319 = -384321.561420
  nChanged 46
		SP:Iteration 20F (16441.350000 sec): 3 clusters
  Score: Raw -387008.314667 + Penalty 2662.675319 = -384345.639348
  nChanged 40
		SP:Iteration 21Q (16441.360000 sec): 3 clusters
  Score: Raw -387027.751858 + Penalty 2662.675319 = -384365.076539
  nChanged 32
		SP:Iteration 22Q (16441.370000 sec): 3 clusters
  Score: Raw -387040.139531 + Penalty 2662.675319 = -384377.464212
  nChanged 34
		SP:Iteration 23Q (16441.370000 sec): 3 clusters
  Score: Raw -387055.023446 + Penalty 2662.675319 = -384392.348128
  nChanged 26
		SP:Iteration 24Q (16441.380000 sec): 3 clusters
  Score: Raw -387068.279755 + Penalty 2662.675319 = -384405.604436
  nChanged 22
		SP:Iteration 25Q (16441.390000 sec): 3 clusters
  Score: Raw -387076.759773 + Penalty 2662.675319 = -384414.084454
  nChanged 15
		SP:Iteration 26Q (16441.400000 sec): 3 clusters
  Score: Raw -387082.438861 + Penalty 2662.675319 = -384419.763543
  nChanged 11
		SP:Iteration 27Q (16441.410000 sec): 3 clusters
  Score: Raw -387085.719875 + Penalty 2662.675319 = -384423.044556
  nChanged 8
		SP:Iteration 28Q (16441.410000 sec): 3 clusters
  Score: Raw -387087.552523 + Penalty 2662.675319 = -384424.877204
  nChanged 5
		SP:Iteration 29Q (16441.430000 sec): 3 clusters
  Score: Raw -387089.383589 + Penalty 2662.675319 = -384426.708270
  nChanged 5
		SP:Iteration 30Q (16441.430000 sec): 3 clusters
  Score: Raw -387091.580085 + Penalty 2662.675319 = -384428.904766
  nChanged 4
		SP:Iteration 31Q (16441.440000 sec): 3 clusters
  Score: Raw -387093.465310 + Penalty 2662.675319 = -384430.789991
  nChanged 5
		SP:Iteration 32Q (16441.450000 sec): 3 clusters
  Score: Raw -387095.266090 + Penalty 2662.675319 = -384432.590771
  nChanged 4
		SP:Iteration 33Q (16441.460000 sec): 3 clusters
  Score: Raw -387096.487510 + Penalty 2662.675319 = -384433.812191
  nChanged 3
		SP:Iteration 34Q (16441.470000 sec): 3 clusters
  Score: Raw -387098.559481 + Penalty 2662.675319 = -384435.884163
  nChanged 11
		SP:Iteration 35Q (16441.470000 sec): 3 clusters
  Score: Raw -387104.775792 + Penalty 2662.675319 = -384442.100474
  nChanged 13
		SP:Iteration 36Q (16441.480000 sec): 3 clusters
  Score: Raw -387111.786079 + Penalty 2662.675319 = -384449.110760
  nChanged 14
		SP:Iteration 37Q (16441.490000 sec): 3 clusters
  Score: Raw -387118.813951 + Penalty 2662.675319 = -384456.138632
  nChanged 14
		SP:Iteration 38Q (16441.500000 sec): 3 clusters
  Score: Raw -387126.025584 + Penalty 2662.675319 = -384463.350265
  nChanged 16
		SP:Iteration 39Q (16441.510000 sec): 3 clusters
  Score: Raw -387133.189858 + Penalty 2662.675319 = -384470.514539
  nChanged 15
		SP:Iteration 40F (16441.510000 sec): 3 clusters
  Score: Raw -387138.706655 + Penalty 2662.675319 = -384476.031337
  nChanged 10
		SP:Iteration 41Q (16441.520000 sec): 3 clusters
  Score: Raw -387142.531113 + Penalty 2662.675319 = -384479.855795
  nChanged 15
		SP:Iteration 42Q (16441.530000 sec): 3 clusters
  Score: Raw -387148.188784 + Penalty 2662.675319 = -384485.513465
  nChanged 13
		SP:Iteration 43Q (16441.540000 sec): 3 clusters
  Score: Raw -387154.208151 + Penalty 2662.675319 = -384491.532832
  nChanged 13
		SP:Iteration 44Q (16441.550000 sec): 3 clusters
  Score: Raw -387158.479631 + Penalty 2662.675319 = -384495.804312
  nChanged 9
		SP:Iteration 45Q (16441.550000 sec): 3 clusters
  Score: Raw -387165.415689 + Penalty 2662.675319 = -384502.740370
  nChanged 14
		SP:Iteration 46Q (16441.560000 sec): 3 clusters
  Score: Raw -387173.811030 + Penalty 2662.675319 = -384511.135712
  nChanged 17
		SP:Iteration 47Q (16441.570000 sec): 3 clusters
  Score: Raw -387185.018538 + Penalty 2662.675319 = -384522.343219
  nChanged 13
		SP:Iteration 48Q (16441.580000 sec): 3 clusters
  Score: Raw -387195.629532 + Penalty 2662.675319 = -384532.954213
  nChanged 9
		SP:Iteration 49Q (16441.590000 sec): 3 clusters
  Score: Raw -387201.108742 + Penalty 2662.675319 = -384538.433423
  nChanged 11
		SP:Iteration 50Q (16441.590000 sec): 3 clusters
  Score: Raw -387207.456121 + Penalty 2662.675319 = -384544.780802
  nChanged 12
		SP:Iteration 51Q (16441.600000 sec): 3 clusters
  Score: Raw -387215.167683 + Penalty 2662.675319 = -384552.492364
  nChanged 13
		SP:Iteration 52Q (16441.610000 sec): 3 clusters
  Score: Raw -387223.566229 + Penalty 2662.675319 = -384560.890911
  nChanged 10
		SP:Iteration 53Q (16441.620000 sec): 3 clusters
  Score: Raw -387232.038530 + Penalty 2662.675319 = -384569.363211
  nChanged 15
		SP:Iteration 54Q (16441.630000 sec): 3 clusters
  Score: Raw -387242.537496 + Penalty 2662.675319 = -384579.862178
  nChanged 17
		SP:Iteration 55Q (16441.630000 sec): 3 clusters
  Score: Raw -387255.643041 + Penalty 2662.675319 = -384592.967722
  nChanged 18
		SP:Iteration 56Q (16441.640000 sec): 3 clusters
  Score: Raw -387269.751071 + Penalty 2662.675319 = -384607.075753
  nChanged 16
		SP:Iteration 57Q (16441.650000 sec): 3 clusters
  Score: Raw -387285.911850 + Penalty 2662.675319 = -384623.236532
  nChanged 22
		SP:Iteration 58Q (16441.660000 sec): 3 clusters
  Score: Raw -387314.149754 + Penalty 2662.675319 = -384651.474435
  nChanged 16
		SP:Iteration 59Q (16441.670000 sec): 3 clusters
  Score: Raw -387323.512143 + Penalty 2662.675319 = -384660.836824
  nChanged 19
		SP:Iteration 60F (16441.670000 sec): 3 clusters
  Score: Raw -387333.968278 + Penalty 2662.675319 = -384671.292959
  nChanged 10
		SP:Iteration 61Q (16441.680000 sec): 3 clusters
  Score: Raw -387340.949976 + Penalty 2662.675319 = -384678.274657
  nChanged 4
		SP:Iteration 62Q (16441.690000 sec): 3 clusters
  Score: Raw -387342.554124 + Penalty 2662.675319 = -384679.878805
  nChanged 6
		SP:Iteration 63Q (16441.700000 sec): 3 clusters
  Score: Raw -387345.925670 + Penalty 2662.675319 = -384683.250351
  nChanged 2
		SP:Iteration 64Q (16441.700000 sec): 3 clusters
  Score: Raw -387347.647307 + Penalty 2662.675319 = -384684.971988
  nChanged 5
		SP:Iteration 65Q (16441.710000 sec): 3 clusters
  Score: Raw -387350.540915 + Penalty 2662.675319 = -384687.865596
  nChanged 2
		SP:Iteration 66Q (16441.720000 sec): 3 clusters
  Score: Raw -387351.420153 + Penalty 2662.675319 = -384688.744834
  nChanged 1
		SP:Iteration 67Q (16441.730000 sec): 3 clusters
  Score: Raw -387352.226333 + Penalty 2662.675319 = -384689.551015
  nChanged 2
		SP:Iteration 68Q (16441.730000 sec): 3 clusters
  Score: Raw -387353.849316 + Penalty 2662.675319 = -384691.173997
  nChanged 6
		SP:Iteration 69Q (16441.740000 sec): 3 clusters
  Score: Raw -387357.306646 + Penalty 2662.675319 = -384694.631328
  nChanged 2
		SP:Iteration 70Q (16441.750000 sec): 3 clusters
  Score: Raw -387358.115720 + Penalty 2662.675319 = -384695.440401
  nChanged 4
		SP:Iteration 71Q (16441.750000 sec): 3 clusters
  Score: Raw -387360.658063 + Penalty 2662.675319 = -384697.982744
  nChanged 5
		SP:Iteration 72Q (16441.760000 sec): 3 clusters
  Score: Raw -387361.917573 + Penalty 2662.675319 = -384699.242255
  nChanged 3
		SP:Iteration 73Q (16441.770000 sec): 3 clusters
  Score: Raw -387362.875445 + Penalty 2662.675319 = -384700.200126
  nChanged 0
		SP:Iteration 74F (16441.780000 sec): 3 clusters
  Score: Raw -387362.875445 + Penalty 2662.675319 = -384700.200126
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16442.020000 sec): 2 clusters
  Score: Raw -8748990.989303 + Penalty 1822.740026 = -8747168.249277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16442.220000 sec): 3 clusters
  Score: Raw -8701118.637406 + Penalty 3645.480052 = -8697473.157354
  nChanged 35293
		SP:Iteration 1F (16442.420000 sec): 3 clusters
  Score: Raw -8721538.515640 + Penalty 3645.480052 = -8717893.035588
  nChanged 2769
		SP:Iteration 2Q (16442.620000 sec): 3 clusters
  Score: Raw -8722394.575876 + Penalty 3645.480052 = -8718749.095825
  nChanged 3390
		SP:Iteration 3Q (16442.830000 sec): 3 clusters
  Score: Raw -8723727.663516 + Penalty 3645.480052 = -8720082.183464
  nChanged 4334
		SP:Iteration 4F (16443.020000 sec): 3 clusters
  Score: Raw -8725974.886972 + Penalty 3645.480052 = -8722329.406920
  nChanged 5337
		SP:Iteration 5F (16443.220000 sec): 3 clusters
  Score: Raw -8729509.946530 + Penalty 3645.480052 = -8725864.466478
  nChanged 6035
		SP:Iteration 6F (16443.420000 sec): 3 clusters
  Score: Raw -8734185.018045 + Penalty 3645.480052 = -8730539.537994
  nChanged 5677
		SP:Iteration 7F (16443.620000 sec): 3 clusters
  Score: Raw -8738931.338292 + Penalty 3645.480052 = -8735285.858241
  nChanged 4488
		SP:Iteration 8F (16443.820000 sec): 3 clusters
  Score: Raw -8742788.547755 + Penalty 3645.480052 = -8739143.067704
  nChanged 3123
		SP:Iteration 9Q (16444.030000 sec): 3 clusters
  Score: Raw -8745541.509852 + Penalty 3645.480052 = -8741896.029800
  nChanged 1988
		SP:Iteration 10Q (16444.230000 sec): 3 clusters
  Score: Raw -8747355.308570 + Penalty 3645.480052 = -8743709.828518
  nChanged 1110
		SP:Iteration 11Q (16444.410000 sec): 3 clusters
  Score: Raw -8748393.288905 + Penalty 3645.480052 = -8744747.808854
  nChanged 470
		SP:Iteration 12Q (16444.590000 sec): 3 clusters
  Score: Raw -8748798.747607 + Penalty 3645.480052 = -8745153.267555
  nChanged 182
		SP:Iteration 13Q (16444.740000 sec): 3 clusters
  Score: Raw -8748982.595150 + Penalty 3645.480052 = -8745337.115098
  nChanged 83
		SP:Iteration 14Q (16444.890000 sec): 3 clusters
  Score: Raw -8749074.122220 + Penalty 3645.480052 = -8745428.642168
  nChanged 35
		SP:Iteration 15Q (16445.030000 sec): 3 clusters
  Score: Raw -8749128.242817 + Penalty 3645.480052 = -8745482.762766
  nChanged 21
		SP:Iteration 16Q (16445.180000 sec): 3 clusters
  Score: Raw -8749155.127646 + Penalty 3645.480052 = -8745509.647595
  nChanged 15
		SP:Iteration 17Q (16445.320000 sec): 3 clusters
  Score: Raw -8749177.552328 + Penalty 3645.480052 = -8745532.072277
  nChanged 13
		SP:Iteration 18Q (16445.460000 sec): 3 clusters
  Score: Raw -8749190.635531 + Penalty 3645.480052 = -8745545.155479
  nChanged 10
		SP:Iteration 19Q (16445.600000 sec): 3 clusters
  Score: Raw -8749203.362212 + Penalty 3645.480052 = -8745557.882160
  nChanged 7
		SP:Iteration 20F (16445.800000 sec): 3 clusters
  Score: Raw -8749211.309406 + Penalty 3645.480052 = -8745565.829355
  nChanged 4
		SP:Iteration 21Q (16445.940000 sec): 3 clusters
  Score: Raw -8749215.236921 + Penalty 3645.480052 = -8745569.756870
  nChanged 3
		SP:Iteration 22Q (16446.080000 sec): 3 clusters
  Score: Raw -8749218.745596 + Penalty 3645.480052 = -8745573.265544
  nChanged 0
		SP:Iteration 23F (16446.280000 sec): 3 clusters
  Score: Raw -8749218.745596 + Penalty 3645.480052 = -8745573.265544
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16446.400000 sec): 2 clusters
  Score: Raw -3643950.673666 + Penalty 1679.307169 = -3642271.366496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16446.480000 sec): 3 clusters
  Score: Raw -3624820.330045 + Penalty 3358.614339 = -3621461.715706
  nChanged 14225
		SP:Iteration 1F (16446.560000 sec): 3 clusters
  Score: Raw -3632813.667816 + Penalty 3358.614339 = -3629455.053477
  nChanged 1488
		SP:Iteration 2Q (16446.640000 sec): 3 clusters
  Score: Raw -3633378.251368 + Penalty 3358.614339 = -3630019.637029
  nChanged 1455
		SP:Iteration 3Q (16446.720000 sec): 3 clusters
  Score: Raw -3633967.418843 + Penalty 3358.614339 = -3630608.804504
  nChanged 1450
		SP:Iteration 4Q (16446.800000 sec): 3 clusters
  Score: Raw -3634610.212108 + Penalty 3358.614339 = -3631251.597769
  nChanged 1497
		SP:Iteration 5Q (16446.890000 sec): 3 clusters
  Score: Raw -3635301.720494 + Penalty 3358.614339 = -3631943.106155
  nChanged 1503
		SP:Iteration 6Q (16446.970000 sec): 3 clusters
  Score: Raw -3636053.320168 + Penalty 3358.614339 = -3632694.705829
  nChanged 1567
		SP:Iteration 7F (16447.050000 sec): 3 clusters
  Score: Raw -3636939.927272 + Penalty 3358.614339 = -3633581.312933
  nChanged 1591
		SP:Iteration 8F (16447.130000 sec): 3 clusters
  Score: Raw -3637844.789757 + Penalty 3358.614339 = -3634486.175418
  nChanged 1520
		SP:Iteration 9Q (16447.210000 sec): 3 clusters
  Score: Raw -3638742.516666 + Penalty 3358.614339 = -3635383.902327
  nChanged 1417
		SP:Iteration 10Q (16447.290000 sec): 3 clusters
  Score: Raw -3639547.380453 + Penalty 3358.614339 = -3636188.766114
  nChanged 1207
		SP:Iteration 11Q (16447.370000 sec): 3 clusters
  Score: Raw -3640100.696440 + Penalty 3358.614339 = -3636742.082102
  nChanged 923
		SP:Iteration 12Q (16447.450000 sec): 3 clusters
  Score: Raw -3640421.995214 + Penalty 3358.614339 = -3637063.380875
  nChanged 622
		SP:Iteration 13Q (16447.530000 sec): 3 clusters
  Score: Raw -3640585.546869 + Penalty 3358.614339 = -3637226.932530
  nChanged 422
		SP:Iteration 14Q (16447.610000 sec): 3 clusters
  Score: Raw -3640680.462831 + Penalty 3358.614339 = -3637321.848492
  nChanged 362
		SP:Iteration 15Q (16447.690000 sec): 3 clusters
  Score: Raw -3640754.797651 + Penalty 3358.614339 = -3637396.183313
  nChanged 310
		SP:Iteration 16Q (16447.770000 sec): 3 clusters
  Score: Raw -3640821.796392 + Penalty 3358.614339 = -3637463.182053
  nChanged 286
		SP:Iteration 17Q (16447.840000 sec): 3 clusters
  Score: Raw -3640880.776933 + Penalty 3358.614339 = -3637522.162594
  nChanged 259
		SP:Iteration 18Q (16447.920000 sec): 3 clusters
  Score: Raw -3640937.982164 + Penalty 3358.614339 = -3637579.367825
  nChanged 263
		SP:Iteration 19Q (16448.000000 sec): 3 clusters
  Score: Raw -3640996.698903 + Penalty 3358.614339 = -3637638.084564
  nChanged 298
		SP:Iteration 20F (16448.080000 sec): 3 clusters
  Score: Raw -3641060.340785 + Penalty 3358.614339 = -3637701.726446
  nChanged 285
		SP:Iteration 21Q (16448.160000 sec): 3 clusters
  Score: Raw -3641125.041374 + Penalty 3358.614339 = -3637766.427035
  nChanged 249
		SP:Iteration 22Q (16448.240000 sec): 3 clusters
  Score: Raw -3641180.701030 + Penalty 3358.614339 = -3637822.086691
  nChanged 265
		SP:Iteration 23Q (16448.320000 sec): 3 clusters
  Score: Raw -3641238.599588 + Penalty 3358.614339 = -3637879.985249
  nChanged 257
		SP:Iteration 24Q (16448.390000 sec): 3 clusters
  Score: Raw -3641288.916827 + Penalty 3358.614339 = -3637930.302488
  nChanged 243
		SP:Iteration 25Q (16448.470000 sec): 3 clusters
  Score: Raw -3641340.469806 + Penalty 3358.614339 = -3637981.855467
  nChanged 249
		SP:Iteration 26Q (16448.550000 sec): 3 clusters
  Score: Raw -3641391.512140 + Penalty 3358.614339 = -3638032.897801
  nChanged 219
		SP:Iteration 27Q (16448.620000 sec): 3 clusters
  Score: Raw -3641430.864373 + Penalty 3358.614339 = -3638072.250034
  nChanged 216
		SP:Iteration 28Q (16448.700000 sec): 3 clusters
  Score: Raw -3641470.403090 + Penalty 3358.614339 = -3638111.788751
  nChanged 248
		SP:Iteration 29Q (16448.780000 sec): 3 clusters
  Score: Raw -3641518.069285 + Penalty 3358.614339 = -3638159.454946
  nChanged 258
		SP:Iteration 30Q (16448.860000 sec): 3 clusters
  Score: Raw -3641569.346203 + Penalty 3358.614339 = -3638210.731864
  nChanged 253
		SP:Iteration 31Q (16448.940000 sec): 3 clusters
  Score: Raw -3641622.527492 + Penalty 3358.614339 = -3638263.913153
  nChanged 272
		SP:Iteration 32Q (16449.020000 sec): 3 clusters
  Score: Raw -3641682.495401 + Penalty 3358.614339 = -3638323.881062
  nChanged 282
		SP:Iteration 33Q (16449.090000 sec): 3 clusters
  Score: Raw -3641742.049647 + Penalty 3358.614339 = -3638383.435308
  nChanged 248
		SP:Iteration 34Q (16449.170000 sec): 3 clusters
  Score: Raw -3641792.660524 + Penalty 3358.614339 = -3638434.046185
  nChanged 290
		SP:Iteration 35Q (16449.240000 sec): 3 clusters
  Score: Raw -3641854.242678 + Penalty 3358.614339 = -3638495.628339
  nChanged 257
		SP:Iteration 36Q (16449.320000 sec): 3 clusters
  Score: Raw -3641908.880107 + Penalty 3358.614339 = -3638550.265768
  nChanged 258
		SP:Iteration 37Q (16449.390000 sec): 3 clusters
  Score: Raw -3641967.294244 + Penalty 3358.614339 = -3638608.679905
  nChanged 259
		SP:Iteration 38Q (16449.470000 sec): 3 clusters
  Score: Raw -3642025.233926 + Penalty 3358.614339 = -3638666.619587
  nChanged 238
		SP:Iteration 39Q (16449.540000 sec): 3 clusters
  Score: Raw -3642077.478295 + Penalty 3358.614339 = -3638718.863956
  nChanged 251
		SP:Iteration 40F (16449.620000 sec): 3 clusters
  Score: Raw -3642131.867701 + Penalty 3358.614339 = -3638773.253362
  nChanged 260
		SP:Iteration 41Q (16449.700000 sec): 3 clusters
  Score: Raw -3642188.911356 + Penalty 3358.614339 = -3638830.297017
  nChanged 253
		SP:Iteration 42Q (16449.770000 sec): 3 clusters
  Score: Raw -3642242.535276 + Penalty 3358.614339 = -3638883.920937
  nChanged 248
		SP:Iteration 43Q (16449.850000 sec): 3 clusters
  Score: Raw -3642295.934381 + Penalty 3358.614339 = -3638937.320042
  nChanged 250
		SP:Iteration 44Q (16449.920000 sec): 3 clusters
  Score: Raw -3642348.900900 + Penalty 3358.614339 = -3638990.286561
  nChanged 262
		SP:Iteration 45Q (16449.990000 sec): 3 clusters
  Score: Raw -3642410.850704 + Penalty 3358.614339 = -3639052.236365
  nChanged 270
		SP:Iteration 46Q (16450.060000 sec): 3 clusters
  Score: Raw -3642478.012868 + Penalty 3358.614339 = -3639119.398529
  nChanged 273
		SP:Iteration 47Q (16450.140000 sec): 3 clusters
  Score: Raw -3642546.053786 + Penalty 3358.614339 = -3639187.439447
  nChanged 264
		SP:Iteration 48Q (16450.210000 sec): 3 clusters
  Score: Raw -3642615.707152 + Penalty 3358.614339 = -3639257.092813
  nChanged 257
		SP:Iteration 49Q (16450.280000 sec): 3 clusters
  Score: Raw -3642683.420997 + Penalty 3358.614339 = -3639324.806658
  nChanged 249
		SP:Iteration 50Q (16450.350000 sec): 3 clusters
  Score: Raw -3642750.369408 + Penalty 3358.614339 = -3639391.755069
  nChanged 244
		SP:Iteration 51Q (16450.420000 sec): 3 clusters
  Score: Raw -3642815.859411 + Penalty 3358.614339 = -3639457.245072
  nChanged 254
		SP:Iteration 52Q (16450.480000 sec): 3 clusters
  Score: Raw -3642885.130926 + Penalty 3358.614339 = -3639526.516587
  nChanged 237
		SP:Iteration 53Q (16450.560000 sec): 3 clusters
  Score: Raw -3642951.783828 + Penalty 3358.614339 = -3639593.169489
  nChanged 209
		SP:Iteration 54Q (16450.620000 sec): 3 clusters
  Score: Raw -3643007.845567 + Penalty 3358.614339 = -3639649.231228
  nChanged 197
		SP:Iteration 55Q (16450.690000 sec): 3 clusters
  Score: Raw -3643058.911731 + Penalty 3358.614339 = -3639700.297393
  nChanged 213
		SP:Iteration 56Q (16450.760000 sec): 3 clusters
  Score: Raw -3643120.751392 + Penalty 3358.614339 = -3639762.137053
  nChanged 220
		SP:Iteration 57Q (16450.820000 sec): 3 clusters
  Score: Raw -3643187.136076 + Penalty 3358.614339 = -3639828.521737
  nChanged 233
		SP:Iteration 58Q (16450.880000 sec): 3 clusters
  Score: Raw -3643257.583046 + Penalty 3358.614339 = -3639898.968707
  nChanged 202
		SP:Iteration 59Q (16450.950000 sec): 3 clusters
  Score: Raw -3643316.564604 + Penalty 3358.614339 = -3639957.950265
  nChanged 183
		SP:Iteration 60F (16451.030000 sec): 3 clusters
  Score: Raw -3643367.542510 + Penalty 3358.614339 = -3640008.928172
  nChanged 166
		SP:Iteration 61Q (16451.090000 sec): 3 clusters
  Score: Raw -3643414.228773 + Penalty 3358.614339 = -3640055.614434
  nChanged 159
		SP:Iteration 62Q (16451.160000 sec): 3 clusters
  Score: Raw -3643459.543694 + Penalty 3358.614339 = -3640100.929355
  nChanged 154
		SP:Iteration 63Q (16451.220000 sec): 3 clusters
  Score: Raw -3643504.044742 + Penalty 3358.614339 = -3640145.430403
  nChanged 132
		SP:Iteration 64Q (16451.290000 sec): 3 clusters
  Score: Raw -3643543.255247 + Penalty 3358.614339 = -3640184.640908
  nChanged 129
		SP:Iteration 65Q (16451.360000 sec): 3 clusters
  Score: Raw -3643578.279373 + Penalty 3358.614339 = -3640219.665035
  nChanged 103
		SP:Iteration 66Q (16451.420000 sec): 3 clusters
  Score: Raw -3643602.860770 + Penalty 3358.614339 = -3640244.246432
  nChanged 90
		SP:Iteration 67Q (16451.480000 sec): 3 clusters
  Score: Raw -3643624.797966 + Penalty 3358.614339 = -3640266.183627
  nChanged 87
		SP:Iteration 68Q (16451.550000 sec): 3 clusters
  Score: Raw -3643644.901493 + Penalty 3358.614339 = -3640286.287154
  nChanged 94
		SP:Iteration 69Q (16451.610000 sec): 3 clusters
  Score: Raw -3643669.361532 + Penalty 3358.614339 = -3640310.747193
  nChanged 80
		SP:Iteration 70Q (16451.670000 sec): 3 clusters
  Score: Raw -3643689.335442 + Penalty 3358.614339 = -3640330.721103
  nChanged 81
		SP:Iteration 71Q (16451.730000 sec): 3 clusters
  Score: Raw -3643712.683010 + Penalty 3358.614339 = -3640354.068671
  nChanged 92
		SP:Iteration 72Q (16451.790000 sec): 3 clusters
  Score: Raw -3643738.803696 + Penalty 3358.614339 = -3640380.189357
  nChanged 75
		SP:Iteration 73Q (16451.850000 sec): 3 clusters
  Score: Raw -3643761.934436 + Penalty 3358.614339 = -3640403.320097
  nChanged 68
		SP:Iteration 74Q (16451.910000 sec): 3 clusters
  Score: Raw -3643785.403619 + Penalty 3358.614339 = -3640426.789280
  nChanged 59
		SP:Iteration 75Q (16451.970000 sec): 3 clusters
  Score: Raw -3643803.613031 + Penalty 3358.614339 = -3640444.998692
  nChanged 52
		SP:Iteration 76Q (16452.030000 sec): 3 clusters
  Score: Raw -3643819.075783 + Penalty 3358.614339 = -3640460.461444
  nChanged 62
		SP:Iteration 77Q (16452.090000 sec): 3 clusters
  Score: Raw -3643842.195645 + Penalty 3358.614339 = -3640483.581306
  nChanged 69
		SP:Iteration 78Q (16452.150000 sec): 3 clusters
  Score: Raw -3643868.213007 + Penalty 3358.614339 = -3640509.598668
  nChanged 69
		SP:Iteration 79Q (16452.210000 sec): 3 clusters
  Score: Raw -3643891.575628 + Penalty 3358.614339 = -3640532.961289
  nChanged 64
		SP:Iteration 80F (16452.290000 sec): 3 clusters
  Score: Raw -3643912.227500 + Penalty 3358.614339 = -3640553.613161
  nChanged 63
		SP:Iteration 81Q (16452.350000 sec): 3 clusters
  Score: Raw -3643937.262885 + Penalty 3358.614339 = -3640578.648546
  nChanged 66
		SP:Iteration 82Q (16452.410000 sec): 3 clusters
  Score: Raw -3643961.692356 + Penalty 3358.614339 = -3640603.078017
  nChanged 52
		SP:Iteration 83Q (16452.470000 sec): 3 clusters
  Score: Raw -3643977.433670 + Penalty 3358.614339 = -3640618.819331
  nChanged 38
		SP:Iteration 84Q (16452.530000 sec): 3 clusters
  Score: Raw -3643988.195331 + Penalty 3358.614339 = -3640629.580992
  nChanged 25
		SP:Iteration 85Q (16452.590000 sec): 3 clusters
  Score: Raw -3643994.871593 + Penalty 3358.614339 = -3640636.257254
  nChanged 26
		SP:Iteration 86Q (16452.650000 sec): 3 clusters
  Score: Raw -3644001.747818 + Penalty 3358.614339 = -3640643.133479
  nChanged 17
		SP:Iteration 87Q (16452.700000 sec): 3 clusters
  Score: Raw -3644005.252745 + Penalty 3358.614339 = -3640646.638406
  nChanged 14
		SP:Iteration 88Q (16452.760000 sec): 3 clusters
  Score: Raw -3644009.978198 + Penalty 3358.614339 = -3640651.363859
  nChanged 20
		SP:Iteration 89Q (16452.820000 sec): 3 clusters
  Score: Raw -3644015.170136 + Penalty 3358.614339 = -3640656.555797
  nChanged 13
		SP:Iteration 90Q (16452.880000 sec): 3 clusters
  Score: Raw -3644019.578571 + Penalty 3358.614339 = -3640660.964232
  nChanged 14
		SP:Iteration 91Q (16452.940000 sec): 3 clusters
  Score: Raw -3644024.399634 + Penalty 3358.614339 = -3640665.785295
  nChanged 15
		SP:Iteration 92Q (16452.990000 sec): 3 clusters
  Score: Raw -3644029.752710 + Penalty 3358.614339 = -3640671.138371
  nChanged 20
		SP:Iteration 93Q (16453.050000 sec): 3 clusters
  Score: Raw -3644036.244809 + Penalty 3358.614339 = -3640677.630470
  nChanged 19
		SP:Iteration 94Q (16453.110000 sec): 3 clusters
  Score: Raw -3644043.151462 + Penalty 3358.614339 = -3640684.537123
  nChanged 15
		SP:Iteration 95Q (16453.170000 sec): 3 clusters
  Score: Raw -3644047.877823 + Penalty 3358.614339 = -3640689.263484
  nChanged 11
		SP:Iteration 96Q (16453.230000 sec): 3 clusters
  Score: Raw -3644050.445790 + Penalty 3358.614339 = -3640691.831451
  nChanged 11
		SP:Iteration 97Q (16453.280000 sec): 3 clusters
  Score: Raw -3644053.718127 + Penalty 3358.614339 = -3640695.103788
  nChanged 12
		SP:Iteration 98Q (16453.340000 sec): 3 clusters
  Score: Raw -3644057.798728 + Penalty 3358.614339 = -3640699.184389
  nChanged 12
		SP:Iteration 99Q (16453.400000 sec): 3 clusters
  Score: Raw -3644061.631361 + Penalty 3358.614339 = -3640703.017022
  nChanged 15
		SP:Iteration 100F (16453.480000 sec): 3 clusters
  Score: Raw -3644068.730345 + Penalty 3358.614339 = -3640710.116006
  nChanged 23
		SP:Iteration 101Q (16453.540000 sec): 3 clusters
  Score: Raw -3644077.200533 + Penalty 3358.614339 = -3640718.586194
  nChanged 19
		SP:Iteration 102Q (16453.600000 sec): 3 clusters
  Score: Raw -3644084.749548 + Penalty 3358.614339 = -3640726.135209
  nChanged 19
		SP:Iteration 103Q (16453.650000 sec): 3 clusters
  Score: Raw -3644089.941998 + Penalty 3358.614339 = -3640731.327659
  nChanged 10
		SP:Iteration 104Q (16453.710000 sec): 3 clusters
  Score: Raw -3644093.313625 + Penalty 3358.614339 = -3640734.699287
  nChanged 7
		SP:Iteration 105Q (16453.770000 sec): 3 clusters
  Score: Raw -3644096.504821 + Penalty 3358.614339 = -3640737.890482
  nChanged 9
		SP:Iteration 106Q (16453.830000 sec): 3 clusters
  Score: Raw -3644099.211883 + Penalty 3358.614339 = -3640740.597544
  nChanged 7
		SP:Iteration 107Q (16453.890000 sec): 3 clusters
  Score: Raw -3644100.944926 + Penalty 3358.614339 = -3640742.330587
  nChanged 5
		SP:Iteration 108Q (16453.940000 sec): 3 clusters
  Score: Raw -3644102.144650 + Penalty 3358.614339 = -3640743.530311
  nChanged 4
		SP:Iteration 109Q (16454.000000 sec): 3 clusters
  Score: Raw -3644103.547464 + Penalty 3358.614339 = -3640744.933125
  nChanged 4
		SP:Iteration 110Q (16454.060000 sec): 3 clusters
  Score: Raw -3644105.173216 + Penalty 3358.614339 = -3640746.558877
  nChanged 4
		SP:Iteration 111Q (16454.120000 sec): 3 clusters
  Score: Raw -3644106.589404 + Penalty 3358.614339 = -3640747.975065
  nChanged 5
		SP:Iteration 112Q (16454.180000 sec): 3 clusters
  Score: Raw -3644108.560950 + Penalty 3358.614339 = -3640749.946611
  nChanged 5
		SP:Iteration 113Q (16454.230000 sec): 3 clusters
  Score: Raw -3644110.601109 + Penalty 3358.614339 = -3640751.986770
  nChanged 7
		SP:Iteration 114Q (16454.290000 sec): 3 clusters
  Score: Raw -3644112.442270 + Penalty 3358.614339 = -3640753.827931
  nChanged 3
		SP:Iteration 115Q (16454.350000 sec): 3 clusters
  Score: Raw -3644113.355688 + Penalty 3358.614339 = -3640754.741349
  nChanged 1
		SP:Iteration 116Q (16454.410000 sec): 3 clusters
  Score: Raw -3644114.014471 + Penalty 3358.614339 = -3640755.400132
  nChanged 2
		SP:Iteration 117Q (16454.460000 sec): 3 clusters
  Score: Raw -3644114.661862 + Penalty 3358.614339 = -3640756.047523
  nChanged 1
		SP:Iteration 118Q (16454.520000 sec): 3 clusters
  Score: Raw -3644115.053778 + Penalty 3358.614339 = -3640756.439439
  nChanged 3
		SP:Iteration 119Q (16454.580000 sec): 3 clusters
  Score: Raw -3644116.346340 + Penalty 3358.614339 = -3640757.732001
  nChanged 6
		SP:Iteration 120F (16454.660000 sec): 3 clusters
  Score: Raw -3644117.777414 + Penalty 3358.614339 = -3640759.163075
  nChanged 5
		SP:Iteration 121Q (16454.710000 sec): 3 clusters
  Score: Raw -3644119.294532 + Penalty 3358.614339 = -3640760.680193
  nChanged 4
		SP:Iteration 122Q (16454.770000 sec): 3 clusters
  Score: Raw -3644120.603350 + Penalty 3358.614339 = -3640761.989011
  nChanged 3
		SP:Iteration 123Q (16454.830000 sec): 3 clusters
  Score: Raw -3644121.799018 + Penalty 3358.614339 = -3640763.184679
  nChanged 2
		SP:Iteration 124Q (16454.890000 sec): 3 clusters
  Score: Raw -3644122.443032 + Penalty 3358.614339 = -3640763.828693
  nChanged 1
		SP:Iteration 125Q (16454.950000 sec): 3 clusters
  Score: Raw -3644122.596570 + Penalty 3358.614339 = -3640763.982231
  nChanged 1
		SP:Iteration 126Q (16455.010000 sec): 3 clusters
  Score: Raw -3644123.090323 + Penalty 3358.614339 = -3640764.475984
  nChanged 1
		SP:Iteration 127Q (16455.070000 sec): 3 clusters
  Score: Raw -3644123.833753 + Penalty 3358.614339 = -3640765.219414
  nChanged 2
		SP:Iteration 128Q (16455.120000 sec): 3 clusters
  Score: Raw -3644125.019497 + Penalty 3358.614339 = -3640766.405158
  nChanged 2
		SP:Iteration 129Q (16455.180000 sec): 3 clusters
  Score: Raw -3644125.499158 + Penalty 3358.614339 = -3640766.884819
  nChanged 2
		SP:Iteration 130Q (16455.230000 sec): 3 clusters
  Score: Raw -3644126.452824 + Penalty 3358.614339 = -3640767.838485
  nChanged 6
		SP:Iteration 131Q (16455.290000 sec): 3 clusters
  Score: Raw -3644128.189596 + Penalty 3358.614339 = -3640769.575257
  nChanged 6
		SP:Iteration 132Q (16455.350000 sec): 3 clusters
  Score: Raw -3644130.334977 + Penalty 3358.614339 = -3640771.720639
  nChanged 4
		SP:Iteration 133Q (16455.400000 sec): 3 clusters
  Score: Raw -3644132.215585 + Penalty 3358.614339 = -3640773.601246
  nChanged 3
		SP:Iteration 134Q (16455.460000 sec): 3 clusters
  Score: Raw -3644133.182195 + Penalty 3358.614339 = -3640774.567856
  nChanged 5
		SP:Iteration 135Q (16455.520000 sec): 3 clusters
  Score: Raw -3644133.996782 + Penalty 3358.614339 = -3640775.382443
  nChanged 4
		SP:Iteration 136Q (16455.570000 sec): 3 clusters
  Score: Raw -3644135.462629 + Penalty 3358.614339 = -3640776.848290
  nChanged 3
		SP:Iteration 137Q (16455.630000 sec): 3 clusters
  Score: Raw -3644136.310939 + Penalty 3358.614339 = -3640777.696600
  nChanged 3
		SP:Iteration 138Q (16455.690000 sec): 3 clusters
  Score: Raw -3644137.187366 + Penalty 3358.614339 = -3640778.573027
  nChanged 3
		SP:Iteration 139Q (16455.740000 sec): 3 clusters
  Score: Raw -3644137.689196 + Penalty 3358.614339 = -3640779.074857
  nChanged 1
		SP:Iteration 140F (16455.820000 sec): 3 clusters
  Score: Raw -3644138.190546 + Penalty 3358.614339 = -3640779.576207
  nChanged 2
		SP:Iteration 141Q (16455.880000 sec): 3 clusters
  Score: Raw -3644138.980620 + Penalty 3358.614339 = -3640780.366281
  nChanged 3
		SP:Iteration 142Q (16455.940000 sec): 3 clusters
  Score: Raw -3644139.733150 + Penalty 3358.614339 = -3640781.118811
  nChanged 3
		SP:Iteration 143Q (16455.990000 sec): 3 clusters
  Score: Raw -3644140.224238 + Penalty 3358.614339 = -3640781.609899
  nChanged 0
		SP:Iteration 144F (16456.070000 sec): 3 clusters
  Score: Raw -3644140.224238 + Penalty 3358.614339 = -3640781.609899
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16456.230000 sec): 2 clusters
  Score: Raw -6523269.873534 + Penalty 1773.976416 = -6521495.897117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16456.370000 sec): 3 clusters
  Score: Raw -6488287.105054 + Penalty 3547.952832 = -6484739.152221
  nChanged 25799
		SP:Iteration 1F (16456.520000 sec): 3 clusters
  Score: Raw -6502931.761463 + Penalty 3547.952832 = -6499383.808630
  nChanged 2011
		SP:Iteration 2Q (16456.670000 sec): 3 clusters
  Score: Raw -6503501.083306 + Penalty 3547.952832 = -6499953.130474
  nChanged 2097
		SP:Iteration 3Q (16456.820000 sec): 3 clusters
  Score: Raw -6504181.049011 + Penalty 3547.952832 = -6500633.096178
  nChanged 2206
		SP:Iteration 4Q (16456.970000 sec): 3 clusters
  Score: Raw -6505097.740653 + Penalty 3547.952832 = -6501549.787820
  nChanged 2578
		SP:Iteration 5Q (16457.120000 sec): 3 clusters
  Score: Raw -6506432.542158 + Penalty 3547.952832 = -6502884.589325
  nChanged 2910
		SP:Iteration 6F (16457.260000 sec): 3 clusters
  Score: Raw -6508211.979448 + Penalty 3547.952832 = -6504664.026616
  nChanged 3223
		SP:Iteration 7F (16457.410000 sec): 3 clusters
  Score: Raw -6510343.664415 + Penalty 3547.952832 = -6506795.711583
  nChanged 3243
		SP:Iteration 8F (16457.550000 sec): 3 clusters
  Score: Raw -6512488.615119 + Penalty 3547.952832 = -6508940.662287
  nChanged 3115
		SP:Iteration 9F (16457.700000 sec): 3 clusters
  Score: Raw -6514592.957838 + Penalty 3547.952832 = -6511045.005006
  nChanged 2859
		SP:Iteration 10F (16457.840000 sec): 3 clusters
  Score: Raw -6516643.617773 + Penalty 3547.952832 = -6513095.664941
  nChanged 2599
		SP:Iteration 11Q (16457.980000 sec): 3 clusters
  Score: Raw -6518584.088039 + Penalty 3547.952832 = -6515036.135207
  nChanged 2160
		SP:Iteration 12Q (16458.120000 sec): 3 clusters
  Score: Raw -6520132.791208 + Penalty 3547.952832 = -6516584.838376
  nChanged 1646
		SP:Iteration 13Q (16458.250000 sec): 3 clusters
  Score: Raw -6521203.009769 + Penalty 3547.952832 = -6517655.056936
  nChanged 1234
		SP:Iteration 14Q (16458.370000 sec): 3 clusters
  Score: Raw -6521914.997703 + Penalty 3547.952832 = -6518367.044870
  nChanged 883
		SP:Iteration 15Q (16458.500000 sec): 3 clusters
  Score: Raw -6522359.229300 + Penalty 3547.952832 = -6518811.276468
  nChanged 636
		SP:Iteration 16Q (16458.620000 sec): 3 clusters
  Score: Raw -6522646.055653 + Penalty 3547.952832 = -6519098.102821
  nChanged 499
		SP:Iteration 17Q (16458.730000 sec): 3 clusters
  Score: Raw -6522853.981742 + Penalty 3547.952832 = -6519306.028910
  nChanged 413
		SP:Iteration 18Q (16458.850000 sec): 3 clusters
  Score: Raw -6523016.537432 + Penalty 3547.952832 = -6519468.584600
  nChanged 344
		SP:Iteration 19Q (16458.970000 sec): 3 clusters
  Score: Raw -6523151.362233 + Penalty 3547.952832 = -6519603.409401
  nChanged 303
		SP:Iteration 20F (16459.110000 sec): 3 clusters
  Score: Raw -6523277.055241 + Penalty 3547.952832 = -6519729.102408
  nChanged 264
		SP:Iteration 21Q (16459.220000 sec): 3 clusters
  Score: Raw -6523388.696340 + Penalty 3547.952832 = -6519840.743507
  nChanged 242
		SP:Iteration 22Q (16459.330000 sec): 3 clusters
  Score: Raw -6523471.445287 + Penalty 3547.952832 = -6519923.492455
  nChanged 182
		SP:Iteration 23Q (16459.450000 sec): 3 clusters
  Score: Raw -6523530.578465 + Penalty 3547.952832 = -6519982.625633
  nChanged 159
		SP:Iteration 24Q (16459.550000 sec): 3 clusters
  Score: Raw -6523580.963168 + Penalty 3547.952832 = -6520033.010335
  nChanged 146
		SP:Iteration 25Q (16459.670000 sec): 3 clusters
  Score: Raw -6523629.756048 + Penalty 3547.952832 = -6520081.803216
  nChanged 137
		SP:Iteration 26Q (16459.770000 sec): 3 clusters
  Score: Raw -6523668.580528 + Penalty 3547.952832 = -6520120.627696
  nChanged 97
		SP:Iteration 27Q (16459.880000 sec): 3 clusters
  Score: Raw -6523696.595747 + Penalty 3547.952832 = -6520148.642915
  nChanged 89
		SP:Iteration 28Q (16459.990000 sec): 3 clusters
  Score: Raw -6523720.641589 + Penalty 3547.952832 = -6520172.688757
  nChanged 84
		SP:Iteration 29Q (16460.100000 sec): 3 clusters
  Score: Raw -6523739.541076 + Penalty 3547.952832 = -6520191.588244
  nChanged 62
		SP:Iteration 30Q (16460.210000 sec): 3 clusters
  Score: Raw -6523754.223291 + Penalty 3547.952832 = -6520206.270458
  nChanged 63
		SP:Iteration 31Q (16460.310000 sec): 3 clusters
  Score: Raw -6523772.283923 + Penalty 3547.952832 = -6520224.331090
  nChanged 67
		SP:Iteration 32Q (16460.420000 sec): 3 clusters
  Score: Raw -6523791.704627 + Penalty 3547.952832 = -6520243.751795
  nChanged 66
		SP:Iteration 33Q (16460.530000 sec): 3 clusters
  Score: Raw -6523807.962421 + Penalty 3547.952832 = -6520260.009589
  nChanged 46
		SP:Iteration 34Q (16460.640000 sec): 3 clusters
  Score: Raw -6523819.131106 + Penalty 3547.952832 = -6520271.178274
  nChanged 56
		SP:Iteration 35Q (16460.750000 sec): 3 clusters
  Score: Raw -6523833.083776 + Penalty 3547.952832 = -6520285.130944
  nChanged 48
		SP:Iteration 36Q (16460.850000 sec): 3 clusters
  Score: Raw -6523843.103347 + Penalty 3547.952832 = -6520295.150515
  nChanged 38
		SP:Iteration 37Q (16460.960000 sec): 3 clusters
  Score: Raw -6523850.132457 + Penalty 3547.952832 = -6520302.179625
  nChanged 33
		SP:Iteration 38Q (16461.070000 sec): 3 clusters
  Score: Raw -6523855.256273 + Penalty 3547.952832 = -6520307.303440
  nChanged 27
		SP:Iteration 39Q (16461.170000 sec): 3 clusters
  Score: Raw -6523859.291460 + Penalty 3547.952832 = -6520311.338628
  nChanged 20
		SP:Iteration 40F (16461.320000 sec): 3 clusters
  Score: Raw -6523862.198431 + Penalty 3547.952832 = -6520314.245598
  nChanged 20
		SP:Iteration 41Q (16461.430000 sec): 3 clusters
  Score: Raw -6523865.600934 + Penalty 3547.952832 = -6520317.648102
  nChanged 11
		SP:Iteration 42Q (16461.540000 sec): 3 clusters
  Score: Raw -6523867.366541 + Penalty 3547.952832 = -6520319.413708
  nChanged 12
		SP:Iteration 43Q (16461.650000 sec): 3 clusters
  Score: Raw -6523868.970525 + Penalty 3547.952832 = -6520321.017692
  nChanged 8
		SP:Iteration 44Q (16461.750000 sec): 3 clusters
  Score: Raw -6523870.167795 + Penalty 3547.952832 = -6520322.214963
  nChanged 7
		SP:Iteration 45Q (16461.860000 sec): 3 clusters
  Score: Raw -6523871.065640 + Penalty 3547.952832 = -6520323.112808
  nChanged 9
		SP:Iteration 46Q (16461.970000 sec): 3 clusters
  Score: Raw -6523872.190174 + Penalty 3547.952832 = -6520324.237341
  nChanged 12
		SP:Iteration 47Q (16462.070000 sec): 3 clusters
  Score: Raw -6523873.793541 + Penalty 3547.952832 = -6520325.840709
  nChanged 11
		SP:Iteration 48Q (16462.180000 sec): 3 clusters
  Score: Raw -6523875.379548 + Penalty 3547.952832 = -6520327.426716
  nChanged 7
		SP:Iteration 49Q (16462.290000 sec): 3 clusters
  Score: Raw -6523876.338856 + Penalty 3547.952832 = -6520328.386024
  nChanged 7
		SP:Iteration 50Q (16462.400000 sec): 3 clusters
  Score: Raw -6523877.598225 + Penalty 3547.952832 = -6520329.645392
  nChanged 7
		SP:Iteration 51Q (16462.510000 sec): 3 clusters
  Score: Raw -6523878.440339 + Penalty 3547.952832 = -6520330.487507
  nChanged 6
		SP:Iteration 52Q (16462.610000 sec): 3 clusters
  Score: Raw -6523879.314355 + Penalty 3547.952832 = -6520331.361523
  nChanged 5
		SP:Iteration 53Q (16462.720000 sec): 3 clusters
  Score: Raw -6523880.021254 + Penalty 3547.952832 = -6520332.068422
  nChanged 4
		SP:Iteration 54Q (16462.830000 sec): 3 clusters
  Score: Raw -6523880.593055 + Penalty 3547.952832 = -6520332.640223
  nChanged 1
		SP:Iteration 55Q (16462.940000 sec): 3 clusters
  Score: Raw -6523880.698975 + Penalty 3547.952832 = -6520332.746142
  nChanged 1
		SP:Iteration 56Q (16463.050000 sec): 3 clusters
  Score: Raw -6523880.847578 + Penalty 3547.952832 = -6520332.894746
  nChanged 1
		SP:Iteration 57Q (16463.150000 sec): 3 clusters
  Score: Raw -6523880.926701 + Penalty 3547.952832 = -6520332.973869
  nChanged 2
		SP:Iteration 58Q (16463.260000 sec): 3 clusters
  Score: Raw -6523881.270958 + Penalty 3547.952832 = -6520333.318126
  nChanged 9
		SP:Iteration 59Q (16463.360000 sec): 3 clusters
  Score: Raw -6523883.032010 + Penalty 3547.952832 = -6520335.079178
  nChanged 12
		SP:Iteration 60F (16463.510000 sec): 3 clusters
  Score: Raw -6523884.886812 + Penalty 3547.952832 = -6520336.933980
  nChanged 12
		SP:Iteration 61Q (16463.610000 sec): 3 clusters
  Score: Raw -6523887.038669 + Penalty 3547.952832 = -6520339.085837
  nChanged 14
		SP:Iteration 62Q (16463.720000 sec): 3 clusters
  Score: Raw -6523888.906725 + Penalty 3547.952832 = -6520340.953893
  nChanged 6
		SP:Iteration 63Q (16463.830000 sec): 3 clusters
  Score: Raw -6523890.160574 + Penalty 3547.952832 = -6520342.207742
  nChanged 7
		SP:Iteration 64Q (16463.930000 sec): 3 clusters
  Score: Raw -6523891.242803 + Penalty 3547.952832 = -6520343.289971
  nChanged 7
		SP:Iteration 65Q (16464.040000 sec): 3 clusters
  Score: Raw -6523892.395120 + Penalty 3547.952832 = -6520344.442288
  nChanged 11
		SP:Iteration 66Q (16464.140000 sec): 3 clusters
  Score: Raw -6523894.091512 + Penalty 3547.952832 = -6520346.138680
  nChanged 9
		SP:Iteration 67Q (16464.250000 sec): 3 clusters
  Score: Raw -6523895.433672 + Penalty 3547.952832 = -6520347.480840
  nChanged 11
		SP:Iteration 68Q (16464.350000 sec): 3 clusters
  Score: Raw -6523897.211955 + Penalty 3547.952832 = -6520349.259123
  nChanged 8
		SP:Iteration 69Q (16464.460000 sec): 3 clusters
  Score: Raw -6523898.270947 + Penalty 3547.952832 = -6520350.318115
  nChanged 6
		SP:Iteration 70Q (16464.560000 sec): 3 clusters
  Score: Raw -6523899.264177 + Penalty 3547.952832 = -6520351.311344
  nChanged 7
		SP:Iteration 71Q (16464.670000 sec): 3 clusters
  Score: Raw -6523900.153457 + Penalty 3547.952832 = -6520352.200625
  nChanged 4
		SP:Iteration 72Q (16464.770000 sec): 3 clusters
  Score: Raw -6523900.609432 + Penalty 3547.952832 = -6520352.656599
  nChanged 5
		SP:Iteration 73Q (16464.870000 sec): 3 clusters
  Score: Raw -6523901.377279 + Penalty 3547.952832 = -6520353.424446
  nChanged 3
		SP:Iteration 74Q (16464.980000 sec): 3 clusters
  Score: Raw -6523901.936081 + Penalty 3547.952832 = -6520353.983249
  nChanged 7
		SP:Iteration 75Q (16465.080000 sec): 3 clusters
  Score: Raw -6523902.643112 + Penalty 3547.952832 = -6520354.690280
  nChanged 8
		SP:Iteration 76Q (16465.190000 sec): 3 clusters
  Score: Raw -6523903.946690 + Penalty 3547.952832 = -6520355.993858
  nChanged 5
		SP:Iteration 77Q (16465.290000 sec): 3 clusters
  Score: Raw -6523904.670158 + Penalty 3547.952832 = -6520356.717326
  nChanged 4
		SP:Iteration 78Q (16465.390000 sec): 3 clusters
  Score: Raw -6523905.149788 + Penalty 3547.952832 = -6520357.196956
  nChanged 1
		SP:Iteration 79Q (16465.500000 sec): 3 clusters
  Score: Raw -6523905.195769 + Penalty 3547.952832 = -6520357.242937
  nChanged 1
		SP:Iteration 80F (16465.640000 sec): 3 clusters
  Score: Raw -6523905.300655 + Penalty 3547.952832 = -6520357.347823
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16465.670000 sec): 2 clusters
  Score: Raw -81650.851339 + Penalty 1088.067324 = -80562.784015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16465.680000 sec): 3 clusters
  Score: Raw -81484.135200 + Penalty 2176.134648 = -79308.000552
  nChanged 221
		SP:Iteration 1F (16465.680000 sec): 3 clusters
  Score: Raw -81763.749835 + Penalty 2176.134648 = -79587.615187
  nChanged 68
		SP:Iteration 2F (16465.680000 sec): 3 clusters
  Score: Raw -81859.204921 + Penalty 2176.134648 = -79683.070273
  nChanged 45
		SP:Iteration 3F (16465.680000 sec): 3 clusters
  Score: Raw -81933.121053 + Penalty 2176.134648 = -79756.986405
  nChanged 36
		SP:Iteration 4Q (16465.690000 sec): 3 clusters
  Score: Raw -81999.501066 + Penalty 2176.134648 = -79823.366418
  nChanged 26
		SP:Iteration 5Q (16465.690000 sec): 3 clusters
  Score: Raw -82041.729186 + Penalty 2176.134648 = -79865.594538
  nChanged 22
		SP:Iteration 6Q (16465.690000 sec): 3 clusters
  Score: Raw -82074.919156 + Penalty 2176.134648 = -79898.784508
  nChanged 20
		SP:Iteration 7Q (16465.690000 sec): 3 clusters
  Score: Raw -82116.014073 + Penalty 2176.134648 = -79939.879425
  nChanged 21
		SP:Iteration 8Q (16465.690000 sec): 3 clusters
  Score: Raw -82162.568395 + Penalty 2176.134648 = -79986.433747
  nChanged 25
		SP:Iteration 9Q (16465.690000 sec): 3 clusters
  Score: Raw -82211.411268 + Penalty 2176.134648 = -80035.276620
  nChanged 20
		SP:Iteration 10Q (16465.690000 sec): 3 clusters
  Score: Raw -82248.480015 + Penalty 2176.134648 = -80072.345367
  nChanged 19
		SP:Iteration 11Q (16465.700000 sec): 3 clusters
  Score: Raw -82286.578790 + Penalty 2176.134648 = -80110.444142
  nChanged 14
		SP:Iteration 12Q (16465.700000 sec): 3 clusters
  Score: Raw -82309.933254 + Penalty 2176.134648 = -80133.798606
  nChanged 4
		SP:Iteration 13Q (16465.700000 sec): 3 clusters
  Score: Raw -82313.351564 + Penalty 2176.134648 = -80137.216916
  nChanged 3
		SP:Iteration 14Q (16465.700000 sec): 3 clusters
  Score: Raw -82315.726333 + Penalty 2176.134648 = -80139.591685
  nChanged 3
		SP:Iteration 15Q (16465.710000 sec): 3 clusters
  Score: Raw -82320.974359 + Penalty 2176.134648 = -80144.839711
  nChanged 5
		SP:Iteration 16Q (16465.710000 sec): 3 clusters
  Score: Raw -82327.387995 + Penalty 2176.134648 = -80151.253347
  nChanged 3
		SP:Iteration 17Q (16465.710000 sec): 3 clusters
  Score: Raw -82334.274005 + Penalty 2176.134648 = -80158.139357
  nChanged 3
		SP:Iteration 18Q (16465.710000 sec): 3 clusters
  Score: Raw -82338.427678 + Penalty 2176.134648 = -80162.293030
  nChanged 3
		SP:Iteration 19Q (16465.710000 sec): 3 clusters
  Score: Raw -82342.758827 + Penalty 2176.134648 = -80166.624179
  nChanged 0
		SP:Iteration 20F (16465.710000 sec): 3 clusters
  Score: Raw -82342.758827 + Penalty 2176.134648 = -80166.624179
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16465.720000 sec): 2 clusters
  Score: Raw -271968.658085 + Penalty 1260.312165 = -270708.345920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16465.730000 sec): 3 clusters
  Score: Raw -270953.861111 + Penalty 2520.624330 = -268433.236781
  nChanged 822
		SP:Iteration 1F (16465.730000 sec): 3 clusters
  Score: Raw -271461.064125 + Penalty 2520.624330 = -268940.439795
  nChanged 185
		SP:Iteration 2F (16465.740000 sec): 3 clusters
  Score: Raw -271591.635280 + Penalty 2520.624330 = -269071.010950
  nChanged 119
		SP:Iteration 3F (16465.750000 sec): 3 clusters
  Score: Raw -271665.047010 + Penalty 2520.624330 = -269144.422679
  nChanged 77
		SP:Iteration 4Q (16465.750000 sec): 3 clusters
  Score: Raw -271707.774564 + Penalty 2520.624330 = -269187.150234
  nChanged 57
		SP:Iteration 5Q (16465.760000 sec): 3 clusters
  Score: Raw -271738.123821 + Penalty 2520.624330 = -269217.499490
  nChanged 41
		SP:Iteration 6Q (16465.760000 sec): 3 clusters
  Score: Raw -271765.560940 + Penalty 2520.624330 = -269244.936609
  nChanged 39
		SP:Iteration 7Q (16465.770000 sec): 3 clusters
  Score: Raw -271783.383408 + Penalty 2520.624330 = -269262.759078
  nChanged 25
		SP:Iteration 8Q (16465.770000 sec): 3 clusters
  Score: Raw -271793.329063 + Penalty 2520.624330 = -269272.704733
  nChanged 16
		SP:Iteration 9Q (16465.780000 sec): 3 clusters
  Score: Raw -271800.090429 + Penalty 2520.624330 = -269279.466099
  nChanged 10
		SP:Iteration 10Q (16465.790000 sec): 3 clusters
  Score: Raw -271803.183277 + Penalty 2520.624330 = -269282.558946
  nChanged 4
		SP:Iteration 11Q (16465.790000 sec): 3 clusters
  Score: Raw -271804.782365 + Penalty 2520.624330 = -269284.158034
  nChanged 15
		SP:Iteration 12Q (16465.800000 sec): 3 clusters
  Score: Raw -271809.770175 + Penalty 2520.624330 = -269289.145844
  nChanged 6
		SP:Iteration 13Q (16465.810000 sec): 3 clusters
  Score: Raw -271811.171948 + Penalty 2520.624330 = -269290.547618
  nChanged 5
		SP:Iteration 14Q (16465.810000 sec): 3 clusters
  Score: Raw -271812.915137 + Penalty 2520.624330 = -269292.290806
  nChanged 7
		SP:Iteration 15Q (16465.810000 sec): 3 clusters
  Score: Raw -271815.182589 + Penalty 2520.624330 = -269294.558259
  nChanged 7
		SP:Iteration 16Q (16465.820000 sec): 3 clusters
  Score: Raw -271818.767799 + Penalty 2520.624330 = -269298.143469
  nChanged 9
		SP:Iteration 17Q (16465.830000 sec): 3 clusters
  Score: Raw -271823.287001 + Penalty 2520.624330 = -269302.662671
  nChanged 7
		SP:Iteration 18Q (16465.830000 sec): 3 clusters
  Score: Raw -271826.488992 + Penalty 2520.624330 = -269305.864661
  nChanged 10
		SP:Iteration 19Q (16465.840000 sec): 3 clusters
  Score: Raw -271829.907648 + Penalty 2520.624330 = -269309.283317
  nChanged 8
		SP:Iteration 20F (16465.850000 sec): 3 clusters
  Score: Raw -271833.988421 + Penalty 2520.624330 = -269313.364091
  nChanged 10
		SP:Iteration 21Q (16465.850000 sec): 3 clusters
  Score: Raw -271838.034214 + Penalty 2520.624330 = -269317.409883
  nChanged 3
		SP:Iteration 22Q (16465.850000 sec): 3 clusters
  Score: Raw -271838.499920 + Penalty 2520.624330 = -269317.875590
  nChanged 3
		SP:Iteration 23Q (16465.860000 sec): 3 clusters
  Score: Raw -271839.536695 + Penalty 2520.624330 = -269318.912364
  nChanged 3
		SP:Iteration 24Q (16465.870000 sec): 3 clusters
  Score: Raw -271840.367805 + Penalty 2520.624330 = -269319.743475
  nChanged 1
		SP:Iteration 25Q (16465.870000 sec): 3 clusters
  Score: Raw -271840.566533 + Penalty 2520.624330 = -269319.942203
  nChanged 1
		SP:Iteration 26Q (16465.880000 sec): 3 clusters
  Score: Raw -271841.218840 + Penalty 2520.624330 = -269320.594510
  nChanged 1
		SP:Iteration 27Q (16465.890000 sec): 3 clusters
  Score: Raw -271841.664713 + Penalty 2520.624330 = -269321.040383
  nChanged 2
		SP:Iteration 28Q (16465.890000 sec): 3 clusters
  Score: Raw -271842.274052 + Penalty 2520.624330 = -269321.649722
  nChanged 1
		SP:Iteration 29Q (16465.900000 sec): 3 clusters
  Score: Raw -271842.463659 + Penalty 2520.624330 = -269321.839329
  nChanged 0
		SP:Iteration 30F (16465.900000 sec): 3 clusters
  Score: Raw -271842.463659 + Penalty 2520.624330 = -269321.839329
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16465.910000 sec): 2 clusters
  Score: Raw -335879.591719 + Penalty 1311.522239 = -334568.069480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16465.920000 sec): 3 clusters
  Score: Raw -334352.510944 + Penalty 2623.044479 = -331729.466465
  nChanged 1209
		SP:Iteration 1F (16465.930000 sec): 3 clusters
  Score: Raw -335090.161253 + Penalty 2623.044479 = -332467.116774
  nChanged 238
		SP:Iteration 2F (16465.940000 sec): 3 clusters
  Score: Raw -335254.691440 + Penalty 2623.044479 = -332631.646961
  nChanged 172
		SP:Iteration 3F (16465.950000 sec): 3 clusters
  Score: Raw -335361.843686 + Penalty 2623.044479 = -332738.799207
  nChanged 133
		SP:Iteration 4Q (16465.950000 sec): 3 clusters
  Score: Raw -335446.250188 + Penalty 2623.044479 = -332823.205709
  nChanged 115
		SP:Iteration 5Q (16465.960000 sec): 3 clusters
  Score: Raw -335520.219942 + Penalty 2623.044479 = -332897.175463
  nChanged 112
		SP:Iteration 6Q (16465.970000 sec): 3 clusters
  Score: Raw -335597.726650 + Penalty 2623.044479 = -332974.682172
  nChanged 109
		SP:Iteration 7Q (16465.980000 sec): 3 clusters
  Score: Raw -335666.044222 + Penalty 2623.044479 = -333042.999743
  nChanged 86
		SP:Iteration 8Q (16465.990000 sec): 3 clusters
  Score: Raw -335726.833907 + Penalty 2623.044479 = -333103.789428
  nChanged 87
		SP:Iteration 9Q (16465.990000 sec): 3 clusters
  Score: Raw -335778.514366 + Penalty 2623.044479 = -333155.469887
  nChanged 66
		SP:Iteration 10Q (16466.000000 sec): 3 clusters
  Score: Raw -335820.296113 + Penalty 2623.044479 = -333197.251634
  nChanged 68
		SP:Iteration 11Q (16466.010000 sec): 3 clusters
  Score: Raw -335858.092621 + Penalty 2623.044479 = -333235.048142
  nChanged 50
		SP:Iteration 12Q (16466.020000 sec): 3 clusters
  Score: Raw -335884.092447 + Penalty 2623.044479 = -333261.047968
  nChanged 43
		SP:Iteration 13Q (16466.030000 sec): 3 clusters
  Score: Raw -335905.200497 + Penalty 2623.044479 = -333282.156018
  nChanged 43
		SP:Iteration 14Q (16466.030000 sec): 3 clusters
  Score: Raw -335924.870267 + Penalty 2623.044479 = -333301.825788
  nChanged 40
		SP:Iteration 15Q (16466.040000 sec): 3 clusters
  Score: Raw -335945.551512 + Penalty 2623.044479 = -333322.507033
  nChanged 37
		SP:Iteration 16Q (16466.050000 sec): 3 clusters
  Score: Raw -335963.053558 + Penalty 2623.044479 = -333340.009079
  nChanged 37
		SP:Iteration 17Q (16466.060000 sec): 3 clusters
  Score: Raw -335984.924849 + Penalty 2623.044479 = -333361.880370
  nChanged 35
		SP:Iteration 18Q (16466.070000 sec): 3 clusters
  Score: Raw -336005.949816 + Penalty 2623.044479 = -333382.905337
  nChanged 36
		SP:Iteration 19Q (16466.070000 sec): 3 clusters
  Score: Raw -336025.471094 + Penalty 2623.044479 = -333402.426615
  nChanged 33
		SP:Iteration 20F (16466.080000 sec): 3 clusters
  Score: Raw -336047.594185 + Penalty 2623.044479 = -333424.549706
  nChanged 30
		SP:Iteration 21Q (16466.090000 sec): 3 clusters
  Score: Raw -336059.956916 + Penalty 2623.044479 = -333436.912437
  nChanged 21
		SP:Iteration 22Q (16466.100000 sec): 3 clusters
  Score: Raw -336073.850469 + Penalty 2623.044479 = -333450.805990
  nChanged 17
		SP:Iteration 23Q (16466.110000 sec): 3 clusters
  Score: Raw -336089.930522 + Penalty 2623.044479 = -333466.886044
  nChanged 26
		SP:Iteration 24Q (16466.110000 sec): 3 clusters
  Score: Raw -336108.101562 + Penalty 2623.044479 = -333485.057083
  nChanged 26
		SP:Iteration 25Q (16466.120000 sec): 3 clusters
  Score: Raw -336127.108625 + Penalty 2623.044479 = -333504.064146
  nChanged 26
		SP:Iteration 26Q (16466.130000 sec): 3 clusters
  Score: Raw -336146.498491 + Penalty 2623.044479 = -333523.454012
  nChanged 20
		SP:Iteration 27Q (16466.130000 sec): 3 clusters
  Score: Raw -336158.926622 + Penalty 2623.044479 = -333535.882144
  nChanged 18
		SP:Iteration 28Q (16466.140000 sec): 3 clusters
  Score: Raw -336171.953415 + Penalty 2623.044479 = -333548.908936
  nChanged 19
		SP:Iteration 29Q (16466.150000 sec): 3 clusters
  Score: Raw -336181.433078 + Penalty 2623.044479 = -333558.388599
  nChanged 13
		SP:Iteration 30Q (16466.160000 sec): 3 clusters
  Score: Raw -336185.922035 + Penalty 2623.044479 = -333562.877557
  nChanged 2
		SP:Iteration 31Q (16466.170000 sec): 3 clusters
  Score: Raw -336187.277801 + Penalty 2623.044479 = -333564.233322
  nChanged 8
		SP:Iteration 32Q (16466.170000 sec): 3 clusters
  Score: Raw -336190.075000 + Penalty 2623.044479 = -333567.030521
  nChanged 6
		SP:Iteration 33Q (16466.180000 sec): 3 clusters
  Score: Raw -336191.760618 + Penalty 2623.044479 = -333568.716139
  nChanged 1
		SP:Iteration 34Q (16466.190000 sec): 3 clusters
  Score: Raw -336192.263643 + Penalty 2623.044479 = -333569.219164
  nChanged 2
		SP:Iteration 35Q (16466.190000 sec): 3 clusters
  Score: Raw -336193.235151 + Penalty 2623.044479 = -333570.190673
  nChanged 0
		SP:Iteration 36F (16466.200000 sec): 3 clusters
  Score: Raw -336193.235151 + Penalty 2623.044479 = -333570.190673
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16466.230000 sec): 2 clusters
  Score: Raw -1160405.399329 + Penalty 1497.167081 = -1158908.232248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16466.260000 sec): 3 clusters
  Score: Raw -1154800.857144 + Penalty 2994.334161 = -1151806.522983
  nChanged 4286
		SP:Iteration 1F (16466.280000 sec): 3 clusters
  Score: Raw -1157014.952291 + Penalty 2994.334161 = -1154020.618130
  nChanged 557
		SP:Iteration 2F (16466.310000 sec): 3 clusters
  Score: Raw -1157228.675091 + Penalty 2994.334161 = -1154234.340930
  nChanged 463
		SP:Iteration 3Q (16466.330000 sec): 3 clusters
  Score: Raw -1157379.908644 + Penalty 2994.334161 = -1154385.574483
  nChanged 386
		SP:Iteration 4Q (16466.360000 sec): 3 clusters
  Score: Raw -1157513.098506 + Penalty 2994.334161 = -1154518.764345
  nChanged 363
		SP:Iteration 5Q (16466.390000 sec): 3 clusters
  Score: Raw -1157651.359571 + Penalty 2994.334161 = -1154657.025410
  nChanged 388
		SP:Iteration 6Q (16466.410000 sec): 3 clusters
  Score: Raw -1157809.604126 + Penalty 2994.334161 = -1154815.269965
  nChanged 413
		SP:Iteration 7Q (16466.440000 sec): 3 clusters
  Score: Raw -1158014.256918 + Penalty 2994.334161 = -1155019.922757
  nChanged 505
		SP:Iteration 8F (16466.460000 sec): 3 clusters
  Score: Raw -1158311.368471 + Penalty 2994.334161 = -1155317.034310
  nChanged 559
		SP:Iteration 9F (16466.490000 sec): 3 clusters
  Score: Raw -1158683.446900 + Penalty 2994.334161 = -1155689.112739
  nChanged 557
		SP:Iteration 10F (16466.510000 sec): 3 clusters
  Score: Raw -1159063.247618 + Penalty 2994.334161 = -1156068.913457
  nChanged 505
		SP:Iteration 11F (16466.540000 sec): 3 clusters
  Score: Raw -1159433.843868 + Penalty 2994.334161 = -1156439.509707
  nChanged 443
		SP:Iteration 12Q (16466.560000 sec): 3 clusters
  Score: Raw -1159765.203471 + Penalty 2994.334161 = -1156770.869310
  nChanged 345
		SP:Iteration 13Q (16466.590000 sec): 3 clusters
  Score: Raw -1160029.599800 + Penalty 2994.334161 = -1157035.265639
  nChanged 263
		SP:Iteration 14Q (16466.610000 sec): 3 clusters
  Score: Raw -1160274.787700 + Penalty 2994.334161 = -1157280.453538
  nChanged 224
		SP:Iteration 15Q (16466.630000 sec): 3 clusters
  Score: Raw -1160516.661052 + Penalty 2994.334161 = -1157522.326890
  nChanged 193
		SP:Iteration 16Q (16466.650000 sec): 3 clusters
  Score: Raw -1160740.115464 + Penalty 2994.334161 = -1157745.781303
  nChanged 154
		SP:Iteration 17Q (16466.680000 sec): 3 clusters
  Score: Raw -1160912.315726 + Penalty 2994.334161 = -1157917.981564
  nChanged 114
		SP:Iteration 18Q (16466.700000 sec): 3 clusters
  Score: Raw -1161027.020546 + Penalty 2994.334161 = -1158032.686385
  nChanged 83
		SP:Iteration 19Q (16466.720000 sec): 3 clusters
  Score: Raw -1161108.475481 + Penalty 2994.334161 = -1158114.141320
  nChanged 65
		SP:Iteration 20F (16466.750000 sec): 3 clusters
  Score: Raw -1161159.672484 + Penalty 2994.334161 = -1158165.338322
  nChanged 50
		SP:Iteration 21Q (16466.760000 sec): 3 clusters
  Score: Raw -1161195.988385 + Penalty 2994.334161 = -1158201.654224
  nChanged 42
		SP:Iteration 22Q (16466.780000 sec): 3 clusters
  Score: Raw -1161216.970136 + Penalty 2994.334161 = -1158222.635975
  nChanged 25
		SP:Iteration 23Q (16466.800000 sec): 3 clusters
  Score: Raw -1161226.137693 + Penalty 2994.334161 = -1158231.803532
  nChanged 19
		SP:Iteration 24Q (16466.820000 sec): 3 clusters
  Score: Raw -1161230.676483 + Penalty 2994.334161 = -1158236.342322
  nChanged 8
		SP:Iteration 25Q (16466.840000 sec): 3 clusters
  Score: Raw -1161233.385742 + Penalty 2994.334161 = -1158239.051581
  nChanged 9
		SP:Iteration 26Q (16466.860000 sec): 3 clusters
  Score: Raw -1161236.511735 + Penalty 2994.334161 = -1158242.177574
  nChanged 4
		SP:Iteration 27Q (16466.880000 sec): 3 clusters
  Score: Raw -1161238.250203 + Penalty 2994.334161 = -1158243.916042
  nChanged 5
		SP:Iteration 28Q (16466.900000 sec): 3 clusters
  Score: Raw -1161239.496679 + Penalty 2994.334161 = -1158245.162518
  nChanged 3
		SP:Iteration 29Q (16466.920000 sec): 3 clusters
  Score: Raw -1161240.421378 + Penalty 2994.334161 = -1158246.087217
  nChanged 4
		SP:Iteration 30Q (16466.940000 sec): 3 clusters
  Score: Raw -1161241.668004 + Penalty 2994.334161 = -1158247.333843
  nChanged 4
		SP:Iteration 31Q (16466.960000 sec): 3 clusters
  Score: Raw -1161242.772545 + Penalty 2994.334161 = -1158248.438384
  nChanged 3
		SP:Iteration 32Q (16466.980000 sec): 3 clusters
  Score: Raw -1161243.464856 + Penalty 2994.334161 = -1158249.130695
  nChanged 0
		SP:Iteration 33F (16467.010000 sec): 3 clusters
  Score: Raw -1161243.464856 + Penalty 2994.334161 = -1158249.130695
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16467.010000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16467.010000 sec): 3 clusters
  Score: Raw -30405.094557 + Penalty 1831.306621 = -28573.787936
  nChanged 38
		SP:Iteration 1F (16467.010000 sec): 3 clusters
  Score: Raw -30529.047746 + Penalty 1831.306621 = -28697.741125
  nChanged 13
		SP:Iteration 2Q (16467.020000 sec): 3 clusters
  Score: Raw -30601.012340 + Penalty 1831.306621 = -28769.705719
  nChanged 10
		SP:Iteration 3Q (16467.020000 sec): 3 clusters
  Score: Raw -30636.105203 + Penalty 1831.306621 = -28804.798582
  nChanged 13
		SP:Iteration 4Q (16467.020000 sec): 3 clusters
  Score: Raw -30706.408359 + Penalty 1831.306621 = -28875.101738
  nChanged 9
		SP:Iteration 5Q (16467.020000 sec): 3 clusters
  Score: Raw -30732.577637 + Penalty 1831.306621 = -28901.271016
  nChanged 5
		SP:Iteration 6Q (16467.020000 sec): 3 clusters
  Score: Raw -30750.299459 + Penalty 1831.306621 = -28918.992838
  nChanged 4
		SP:Iteration 7Q (16467.020000 sec): 3 clusters
  Score: Raw -30760.659113 + Penalty 1831.306621 = -28929.352492
  nChanged 4
		SP:Iteration 8Q (16467.020000 sec): 3 clusters
  Score: Raw -30772.485250 + Penalty 1831.306621 = -28941.178629
  nChanged 1
		SP:Iteration 9Q (16467.020000 sec): 3 clusters
  Score: Raw -30775.197314 + Penalty 1831.306621 = -28943.890693
  nChanged 5
		SP:Iteration 10Q (16467.020000 sec): 3 clusters
  Score: Raw -30794.913076 + Penalty 1831.306621 = -28963.606455
  nChanged 2
		SP:Iteration 11Q (16467.020000 sec): 3 clusters
  Score: Raw -30798.436536 + Penalty 1831.306621 = -28967.129915
  nChanged 1
		SP:Iteration 12Q (16467.020000 sec): 3 clusters
  Score: Raw -30802.988528 + Penalty 1831.306621 = -28971.681907
  nChanged 1
		SP:Iteration 13Q (16467.020000 sec): 3 clusters
  Score: Raw -30807.954615 + Penalty 1831.306621 = -28976.647994
  nChanged 0
		SP:Iteration 14F (16467.020000 sec): 3 clusters
  Score: Raw -30807.954615 + Penalty 1831.306621 = -28976.647994
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16467.030000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16467.030000 sec): 3 clusters
  Score: Raw -51865.917942 + Penalty 2005.802694 = -49860.115247
  nChanged 114
		SP:Iteration 1F (16467.030000 sec): 3 clusters
  Score: Raw -52037.035007 + Penalty 2005.802694 = -50031.232313
  nChanged 32
		SP:Iteration 2F (16467.030000 sec): 3 clusters
  Score: Raw -52111.400584 + Penalty 2005.802694 = -50105.597889
  nChanged 16
		SP:Iteration 3Q (16467.030000 sec): 3 clusters
  Score: Raw -52149.518671 + Penalty 2005.802694 = -50143.715976
  nChanged 6
		SP:Iteration 4Q (16467.030000 sec): 3 clusters
  Score: Raw -52184.420638 + Penalty 2005.802694 = -50178.617944
  nChanged 3
		SP:Iteration 5Q (16467.040000 sec): 3 clusters
  Score: Raw -52205.927621 + Penalty 2005.802694 = -50200.124927
  nChanged 4
		SP:Iteration 6Q (16467.040000 sec): 3 clusters
  Score: Raw -52211.028429 + Penalty 2005.802694 = -50205.225735
  nChanged 1
		SP:Iteration 7Q (16467.040000 sec): 3 clusters
  Score: Raw -52213.794590 + Penalty 2005.802694 = -50207.991896
  nChanged 1
		SP:Iteration 8Q (16467.040000 sec): 3 clusters
  Score: Raw -52215.401224 + Penalty 2005.802694 = -50209.598530
  nChanged 1
		SP:Iteration 9Q (16467.040000 sec): 3 clusters
  Score: Raw -52216.380797 + Penalty 2005.802694 = -50210.578103
  nChanged 0
		SP:Iteration 10F (16467.040000 sec): 3 clusters
  Score: Raw -52216.380797 + Penalty 2005.802694 = -50210.578103
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16467.060000 sec): 2 clusters
  Score: Raw -415250.284224 + Penalty 1337.901094 = -413912.383130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16467.060000 sec): 3 clusters
  Score: Raw -413398.682949 + Penalty 2675.802188 = -410722.880761
  nChanged 1487
		SP:Iteration 1F (16467.080000 sec): 3 clusters
  Score: Raw -414281.346766 + Penalty 2675.802188 = -411605.544578
  nChanged 282
		SP:Iteration 2F (16467.080000 sec): 3 clusters
  Score: Raw -414436.302001 + Penalty 2675.802188 = -411760.499813
  nChanged 182
		SP:Iteration 3Q (16467.100000 sec): 3 clusters
  Score: Raw -414541.276703 + Penalty 2675.802188 = -411865.474515
  nChanged 145
		SP:Iteration 4Q (16467.100000 sec): 3 clusters
  Score: Raw -414621.062541 + Penalty 2675.802188 = -411945.260354
  nChanged 113
		SP:Iteration 5Q (16467.110000 sec): 3 clusters
  Score: Raw -414685.737457 + Penalty 2675.802188 = -412009.935269
  nChanged 99
		SP:Iteration 6Q (16467.120000 sec): 3 clusters
  Score: Raw -414728.952217 + Penalty 2675.802188 = -412053.150029
  nChanged 78
		SP:Iteration 7Q (16467.130000 sec): 3 clusters
  Score: Raw -414768.000582 + Penalty 2675.802188 = -412092.198394
  nChanged 63
		SP:Iteration 8Q (16467.140000 sec): 3 clusters
  Score: Raw -414800.256631 + Penalty 2675.802188 = -412124.454443
  nChanged 69
		SP:Iteration 9Q (16467.150000 sec): 3 clusters
  Score: Raw -414830.720685 + Penalty 2675.802188 = -412154.918497
  nChanged 67
		SP:Iteration 10Q (16467.160000 sec): 3 clusters
  Score: Raw -414858.287038 + Penalty 2675.802188 = -412182.484851
  nChanged 70
		SP:Iteration 11Q (16467.170000 sec): 3 clusters
  Score: Raw -414885.764360 + Penalty 2675.802188 = -412209.962172
  nChanged 67
		SP:Iteration 12Q (16467.180000 sec): 3 clusters
  Score: Raw -414918.421477 + Penalty 2675.802188 = -412242.619289
  nChanged 70
		SP:Iteration 13Q (16467.190000 sec): 3 clusters
  Score: Raw -414955.042536 + Penalty 2675.802188 = -412279.240348
  nChanged 77
		SP:Iteration 14Q (16467.200000 sec): 3 clusters
  Score: Raw -414993.467287 + Penalty 2675.802188 = -412317.665099
  nChanged 77
		SP:Iteration 15Q (16467.210000 sec): 3 clusters
  Score: Raw -415035.995338 + Penalty 2675.802188 = -412360.193150
  nChanged 71
		SP:Iteration 16Q (16467.220000 sec): 3 clusters
  Score: Raw -415070.669791 + Penalty 2675.802188 = -412394.867603
  nChanged 78
		SP:Iteration 17Q (16467.220000 sec): 3 clusters
  Score: Raw -415110.750634 + Penalty 2675.802188 = -412434.948446
  nChanged 68
		SP:Iteration 18Q (16467.240000 sec): 3 clusters
  Score: Raw -415142.301435 + Penalty 2675.802188 = -412466.499248
  nChanged 59
		SP:Iteration 19Q (16467.240000 sec): 3 clusters
  Score: Raw -415169.187456 + Penalty 2675.802188 = -412493.385269
  nChanged 60
		SP:Iteration 20F (16467.250000 sec): 3 clusters
  Score: Raw -415200.985158 + Penalty 2675.802188 = -412525.182970
  nChanged 61
		SP:Iteration 21Q (16467.260000 sec): 3 clusters
  Score: Raw -415238.882509 + Penalty 2675.802188 = -412563.080321
  nChanged 50
		SP:Iteration 22Q (16467.270000 sec): 3 clusters
  Score: Raw -415262.929877 + Penalty 2675.802188 = -412587.127689
  nChanged 37
		SP:Iteration 23Q (16467.280000 sec): 3 clusters
  Score: Raw -415277.137989 + Penalty 2675.802188 = -412601.335801
  nChanged 21
		SP:Iteration 24Q (16467.290000 sec): 3 clusters
  Score: Raw -415283.432057 + Penalty 2675.802188 = -412607.629870
  nChanged 15
		SP:Iteration 25Q (16467.300000 sec): 3 clusters
  Score: Raw -415287.235213 + Penalty 2675.802188 = -412611.433025
  nChanged 17
		SP:Iteration 26Q (16467.310000 sec): 3 clusters
  Score: Raw -415293.524246 + Penalty 2675.802188 = -412617.722059
  nChanged 21
		SP:Iteration 27Q (16467.320000 sec): 3 clusters
  Score: Raw -415302.426195 + Penalty 2675.802188 = -412626.624007
  nChanged 35
		SP:Iteration 28Q (16467.320000 sec): 3 clusters
  Score: Raw -415316.728547 + Penalty 2675.802188 = -412640.926359
  nChanged 30
		SP:Iteration 29Q (16467.340000 sec): 3 clusters
  Score: Raw -415329.756383 + Penalty 2675.802188 = -412653.954196
  nChanged 28
		SP:Iteration 30Q (16467.340000 sec): 3 clusters
  Score: Raw -415340.093305 + Penalty 2675.802188 = -412664.291117
  nChanged 16
		SP:Iteration 31Q (16467.350000 sec): 3 clusters
  Score: Raw -415345.946421 + Penalty 2675.802188 = -412670.144233
  nChanged 16
		SP:Iteration 32Q (16467.360000 sec): 3 clusters
  Score: Raw -415351.600847 + Penalty 2675.802188 = -412675.798659
  nChanged 6
		SP:Iteration 33Q (16467.370000 sec): 3 clusters
  Score: Raw -415352.875954 + Penalty 2675.802188 = -412677.073767
  nChanged 4
		SP:Iteration 34Q (16467.380000 sec): 3 clusters
  Score: Raw -415353.842749 + Penalty 2675.802188 = -412678.040561
  nChanged 7
		SP:Iteration 35Q (16467.390000 sec): 3 clusters
  Score: Raw -415355.482803 + Penalty 2675.802188 = -412679.680616
  nChanged 4
		SP:Iteration 36Q (16467.400000 sec): 3 clusters
  Score: Raw -415356.464316 + Penalty 2675.802188 = -412680.662129
  nChanged 2
		SP:Iteration 37Q (16467.400000 sec): 3 clusters
  Score: Raw -415356.703931 + Penalty 2675.802188 = -412680.901744
  nChanged 0
		SP:Iteration 38F (16467.420000 sec): 3 clusters
  Score: Raw -415356.703931 + Penalty 2675.802188 = -412680.901744
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16467.440000 sec): 2 clusters
  Score: Raw -734968.306795 + Penalty 1424.310929 = -733543.995867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16467.460000 sec): 3 clusters
  Score: Raw -731547.438780 + Penalty 2848.621857 = -728698.816923
  nChanged 2646
		SP:Iteration 1F (16467.470000 sec): 3 clusters
  Score: Raw -733035.182449 + Penalty 2848.621857 = -730186.560591
  nChanged 505
		SP:Iteration 2F (16467.490000 sec): 3 clusters
  Score: Raw -733375.932836 + Penalty 2848.621857 = -730527.310979
  nChanged 395
		SP:Iteration 3F (16467.500000 sec): 3 clusters
  Score: Raw -733639.432273 + Penalty 2848.621857 = -730790.810416
  nChanged 371
		SP:Iteration 4F (16467.520000 sec): 3 clusters
  Score: Raw -733880.150323 + Penalty 2848.621857 = -731031.528466
  nChanged 390
		SP:Iteration 5F (16467.540000 sec): 3 clusters
  Score: Raw -734121.505383 + Penalty 2848.621857 = -731272.883526
  nChanged 363
		SP:Iteration 6F (16467.550000 sec): 3 clusters
  Score: Raw -734331.643883 + Penalty 2848.621857 = -731483.022025
  nChanged 312
		SP:Iteration 7Q (16467.570000 sec): 3 clusters
  Score: Raw -734508.225321 + Penalty 2848.621857 = -731659.603464
  nChanged 273
		SP:Iteration 8Q (16467.580000 sec): 3 clusters
  Score: Raw -734660.795038 + Penalty 2848.621857 = -731812.173180
  nChanged 237
		SP:Iteration 9Q (16467.600000 sec): 3 clusters
  Score: Raw -734795.819747 + Penalty 2848.621857 = -731947.197889
  nChanged 205
		SP:Iteration 10Q (16467.620000 sec): 3 clusters
  Score: Raw -734893.487418 + Penalty 2848.621857 = -732044.865560
  nChanged 162
		SP:Iteration 11Q (16467.630000 sec): 3 clusters
  Score: Raw -734965.719131 + Penalty 2848.621857 = -732117.097274
  nChanged 142
		SP:Iteration 12Q (16467.650000 sec): 3 clusters
  Score: Raw -735032.587439 + Penalty 2848.621857 = -732183.965582
  nChanged 135
		SP:Iteration 13Q (16467.660000 sec): 3 clusters
  Score: Raw -735094.212395 + Penalty 2848.621857 = -732245.590538
  nChanged 116
		SP:Iteration 14Q (16467.680000 sec): 3 clusters
  Score: Raw -735141.516014 + Penalty 2848.621857 = -732292.894157
  nChanged 93
		SP:Iteration 15Q (16467.700000 sec): 3 clusters
  Score: Raw -735178.337545 + Penalty 2848.621857 = -732329.715688
  nChanged 75
		SP:Iteration 16Q (16467.710000 sec): 3 clusters
  Score: Raw -735208.392059 + Penalty 2848.621857 = -732359.770202
  nChanged 79
		SP:Iteration 17Q (16467.730000 sec): 3 clusters
  Score: Raw -735239.188137 + Penalty 2848.621857 = -732390.566280
  nChanged 60
		SP:Iteration 18Q (16467.740000 sec): 3 clusters
  Score: Raw -735261.526162 + Penalty 2848.621857 = -732412.904305
  nChanged 61
		SP:Iteration 19Q (16467.760000 sec): 3 clusters
  Score: Raw -735287.164706 + Penalty 2848.621857 = -732438.542848
  nChanged 53
		SP:Iteration 20F (16467.780000 sec): 3 clusters
  Score: Raw -735308.826169 + Penalty 2848.621857 = -732460.204311
  nChanged 55
		SP:Iteration 21Q (16467.790000 sec): 3 clusters
  Score: Raw -735336.465297 + Penalty 2848.621857 = -732487.843440
  nChanged 54
		SP:Iteration 22Q (16467.810000 sec): 3 clusters
  Score: Raw -735359.711289 + Penalty 2848.621857 = -732511.089432
  nChanged 47
		SP:Iteration 23Q (16467.820000 sec): 3 clusters
  Score: Raw -735379.309571 + Penalty 2848.621857 = -732530.687713
  nChanged 46
		SP:Iteration 24Q (16467.840000 sec): 3 clusters
  Score: Raw -735395.609063 + Penalty 2848.621857 = -732546.987206
  nChanged 32
		SP:Iteration 25Q (16467.860000 sec): 3 clusters
  Score: Raw -735406.074505 + Penalty 2848.621857 = -732557.452647
  nChanged 34
		SP:Iteration 26Q (16467.870000 sec): 3 clusters
  Score: Raw -735420.121566 + Penalty 2848.621857 = -732571.499709
  nChanged 32
		SP:Iteration 27Q (16467.890000 sec): 3 clusters
  Score: Raw -735433.130692 + Penalty 2848.621857 = -732584.508835
  nChanged 28
		SP:Iteration 28Q (16467.900000 sec): 3 clusters
  Score: Raw -735446.204030 + Penalty 2848.621857 = -732597.582172
  nChanged 34
		SP:Iteration 29Q (16467.920000 sec): 3 clusters
  Score: Raw -735461.754738 + Penalty 2848.621857 = -732613.132881
  nChanged 30
		SP:Iteration 30Q (16467.940000 sec): 3 clusters
  Score: Raw -735477.149806 + Penalty 2848.621857 = -732628.527949
  nChanged 36
		SP:Iteration 31Q (16467.950000 sec): 3 clusters
  Score: Raw -735494.734904 + Penalty 2848.621857 = -732646.113046
  nChanged 28
		SP:Iteration 32Q (16467.970000 sec): 3 clusters
  Score: Raw -735508.418307 + Penalty 2848.621857 = -732659.796449
  nChanged 38
		SP:Iteration 33Q (16467.980000 sec): 3 clusters
  Score: Raw -735527.532231 + Penalty 2848.621857 = -732678.910374
  nChanged 28
		SP:Iteration 34Q (16468.000000 sec): 3 clusters
  Score: Raw -735540.607896 + Penalty 2848.621857 = -732691.986039
  nChanged 20
		SP:Iteration 35Q (16468.020000 sec): 3 clusters
  Score: Raw -735550.239552 + Penalty 2848.621857 = -732701.617695
  nChanged 21
		SP:Iteration 36Q (16468.030000 sec): 3 clusters
  Score: Raw -735564.253820 + Penalty 2848.621857 = -732715.631963
  nChanged 16
		SP:Iteration 37Q (16468.040000 sec): 3 clusters
  Score: Raw -735573.238504 + Penalty 2848.621857 = -732724.616646
  nChanged 13
		SP:Iteration 38Q (16468.060000 sec): 3 clusters
  Score: Raw -735580.487527 + Penalty 2848.621857 = -732731.865669
  nChanged 11
		SP:Iteration 39Q (16468.080000 sec): 3 clusters
  Score: Raw -735584.555866 + Penalty 2848.621857 = -732735.934009
  nChanged 6
		SP:Iteration 40F (16468.090000 sec): 3 clusters
  Score: Raw -735586.680152 + Penalty 2848.621857 = -732738.058295
  nChanged 9
		SP:Iteration 41Q (16468.110000 sec): 3 clusters
  Score: Raw -735591.112345 + Penalty 2848.621857 = -732742.490488
  nChanged 4
		SP:Iteration 42Q (16468.120000 sec): 3 clusters
  Score: Raw -735592.488858 + Penalty 2848.621857 = -732743.867001
  nChanged 3
		SP:Iteration 43Q (16468.140000 sec): 3 clusters
  Score: Raw -735594.375747 + Penalty 2848.621857 = -732745.753890
  nChanged 3
		SP:Iteration 44Q (16468.160000 sec): 3 clusters
  Score: Raw -735595.707478 + Penalty 2848.621857 = -732747.085621
  nChanged 2
		SP:Iteration 45Q (16468.170000 sec): 3 clusters
  Score: Raw -735596.430996 + Penalty 2848.621857 = -732747.809139
  nChanged 4
		SP:Iteration 46Q (16468.180000 sec): 3 clusters
  Score: Raw -735597.662589 + Penalty 2848.621857 = -732749.040731
  nChanged 1
		SP:Iteration 47Q (16468.200000 sec): 3 clusters
  Score: Raw -735597.771780 + Penalty 2848.621857 = -732749.149923
  nChanged 0
		SP:Iteration 48F (16468.220000 sec): 3 clusters
  Score: Raw -735597.771780 + Penalty 2848.621857 = -732749.149923
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16468.230000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16468.230000 sec): 3 clusters
  Score: Raw -61074.064706 + Penalty 2039.909134 = -59034.155572
  nChanged 116
		SP:Iteration 1F (16468.230000 sec): 3 clusters
  Score: Raw -61244.359513 + Penalty 2039.909134 = -59204.450379
  nChanged 38
		SP:Iteration 2F (16468.240000 sec): 3 clusters
  Score: Raw -61310.391931 + Penalty 2039.909134 = -59270.482796
  nChanged 22
		SP:Iteration 3Q (16468.240000 sec): 3 clusters
  Score: Raw -61346.369663 + Penalty 2039.909134 = -59306.460529
  nChanged 13
		SP:Iteration 4Q (16468.240000 sec): 3 clusters
  Score: Raw -61373.726991 + Penalty 2039.909134 = -59333.817857
  nChanged 6
		SP:Iteration 5Q (16468.240000 sec): 3 clusters
  Score: Raw -61384.344060 + Penalty 2039.909134 = -59344.434926
  nChanged 2
		SP:Iteration 6Q (16468.240000 sec): 3 clusters
  Score: Raw -61387.803549 + Penalty 2039.909134 = -59347.894415
  nChanged 3
		SP:Iteration 7Q (16468.240000 sec): 3 clusters
  Score: Raw -61390.879134 + Penalty 2039.909134 = -59350.970000
  nChanged 0
		SP:Iteration 8F (16468.240000 sec): 3 clusters
  Score: Raw -61390.879134 + Penalty 2039.909134 = -59350.970000
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16468.260000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16468.270000 sec): 3 clusters
  Score: Raw -543442.149138 + Penalty 2753.531628 = -540688.617510
  nChanged 1887
		SP:Iteration 1F (16468.280000 sec): 3 clusters
  Score: Raw -544554.763590 + Penalty 2753.531628 = -541801.231962
  nChanged 317
		SP:Iteration 2F (16468.300000 sec): 3 clusters
  Score: Raw -544749.596042 + Penalty 2753.531628 = -541996.064414
  nChanged 275
		SP:Iteration 3F (16468.310000 sec): 3 clusters
  Score: Raw -544918.008268 + Penalty 2753.531628 = -542164.476640
  nChanged 226
		SP:Iteration 4Q (16468.320000 sec): 3 clusters
  Score: Raw -545059.672672 + Penalty 2753.531628 = -542306.141044
  nChanged 196
		SP:Iteration 5Q (16468.330000 sec): 3 clusters
  Score: Raw -545185.556097 + Penalty 2753.531628 = -542432.024469
  nChanged 188
		SP:Iteration 6Q (16468.340000 sec): 3 clusters
  Score: Raw -545288.695050 + Penalty 2753.531628 = -542535.163422
  nChanged 155
		SP:Iteration 7Q (16468.360000 sec): 3 clusters
  Score: Raw -545384.930449 + Penalty 2753.531628 = -542631.398822
  nChanged 159
		SP:Iteration 8Q (16468.370000 sec): 3 clusters
  Score: Raw -545477.232993 + Penalty 2753.531628 = -542723.701365
  nChanged 159
		SP:Iteration 9Q (16468.380000 sec): 3 clusters
  Score: Raw -545576.657493 + Penalty 2753.531628 = -542823.125865
  nChanged 167
		SP:Iteration 10Q (16468.390000 sec): 3 clusters
  Score: Raw -545670.055201 + Penalty 2753.531628 = -542916.523573
  nChanged 124
		SP:Iteration 11Q (16468.400000 sec): 3 clusters
  Score: Raw -545733.620203 + Penalty 2753.531628 = -542980.088575
  nChanged 110
		SP:Iteration 12Q (16468.420000 sec): 3 clusters
  Score: Raw -545797.622758 + Penalty 2753.531628 = -543044.091130
  nChanged 114
		SP:Iteration 13Q (16468.430000 sec): 3 clusters
  Score: Raw -545860.279009 + Penalty 2753.531628 = -543106.747381
  nChanged 90
		SP:Iteration 14Q (16468.440000 sec): 3 clusters
  Score: Raw -545911.975814 + Penalty 2753.531628 = -543158.444187
  nChanged 92
		SP:Iteration 15Q (16468.450000 sec): 3 clusters
  Score: Raw -545954.749381 + Penalty 2753.531628 = -543201.217754
  nChanged 77
		SP:Iteration 16Q (16468.460000 sec): 3 clusters
  Score: Raw -545984.779009 + Penalty 2753.531628 = -543231.247381
  nChanged 60
		SP:Iteration 17Q (16468.480000 sec): 3 clusters
  Score: Raw -546016.686809 + Penalty 2753.531628 = -543263.155181
  nChanged 65
		SP:Iteration 18Q (16468.490000 sec): 3 clusters
  Score: Raw -546056.468694 + Penalty 2753.531628 = -543302.937067
  nChanged 82
		SP:Iteration 19Q (16468.500000 sec): 3 clusters
  Score: Raw -546099.210079 + Penalty 2753.531628 = -543345.678451
  nChanged 80
		SP:Iteration 20F (16468.510000 sec): 3 clusters
  Score: Raw -546141.130043 + Penalty 2753.531628 = -543387.598415
  nChanged 76
		SP:Iteration 21Q (16468.520000 sec): 3 clusters
  Score: Raw -546177.510789 + Penalty 2753.531628 = -543423.979161
  nChanged 63
		SP:Iteration 22Q (16468.530000 sec): 3 clusters
  Score: Raw -546205.340324 + Penalty 2753.531628 = -543451.808696
  nChanged 49
		SP:Iteration 23Q (16468.540000 sec): 3 clusters
  Score: Raw -546223.185397 + Penalty 2753.531628 = -543469.653769
  nChanged 48
		SP:Iteration 24Q (16468.560000 sec): 3 clusters
  Score: Raw -546239.854142 + Penalty 2753.531628 = -543486.322514
  nChanged 33
		SP:Iteration 25Q (16468.570000 sec): 3 clusters
  Score: Raw -546251.686015 + Penalty 2753.531628 = -543498.154388
  nChanged 29
		SP:Iteration 26Q (16468.580000 sec): 3 clusters
  Score: Raw -546260.409403 + Penalty 2753.531628 = -543506.877775
  nChanged 31
		SP:Iteration 27Q (16468.590000 sec): 3 clusters
  Score: Raw -546270.054414 + Penalty 2753.531628 = -543516.522786
  nChanged 22
		SP:Iteration 28Q (16468.600000 sec): 3 clusters
  Score: Raw -546276.506697 + Penalty 2753.531628 = -543522.975069
  nChanged 20
		SP:Iteration 29Q (16468.610000 sec): 3 clusters
  Score: Raw -546283.066683 + Penalty 2753.531628 = -543529.535056
  nChanged 16
		SP:Iteration 30Q (16468.620000 sec): 3 clusters
  Score: Raw -546287.069309 + Penalty 2753.531628 = -543533.537681
  nChanged 11
		SP:Iteration 31Q (16468.630000 sec): 3 clusters
  Score: Raw -546289.932764 + Penalty 2753.531628 = -543536.401137
  nChanged 9
		SP:Iteration 32Q (16468.640000 sec): 3 clusters
  Score: Raw -546292.585016 + Penalty 2753.531628 = -543539.053388
  nChanged 9
		SP:Iteration 33Q (16468.660000 sec): 3 clusters
  Score: Raw -546294.377200 + Penalty 2753.531628 = -543540.845572
  nChanged 3
		SP:Iteration 34Q (16468.670000 sec): 3 clusters
  Score: Raw -546295.343195 + Penalty 2753.531628 = -543541.811567
  nChanged 3
		SP:Iteration 35Q (16468.680000 sec): 3 clusters
  Score: Raw -546295.736195 + Penalty 2753.531628 = -543542.204567
  nChanged 3
		SP:Iteration 36Q (16468.690000 sec): 3 clusters
  Score: Raw -546295.983312 + Penalty 2753.531628 = -543542.451684
  nChanged 2
		SP:Iteration 37Q (16468.700000 sec): 3 clusters
  Score: Raw -546296.450837 + Penalty 2753.531628 = -543542.919210
  nChanged 0
		SP:Iteration 38F (16468.710000 sec): 3 clusters
  Score: Raw -546296.450837 + Penalty 2753.531628 = -543542.919210
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16468.720000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16468.720000 sec): 3 clusters
  Score: Raw -42398.420172 + Penalty 1938.997690 = -40459.422481
  nChanged 73
		SP:Iteration 1F (16468.720000 sec): 3 clusters
  Score: Raw -42530.648207 + Penalty 1938.997690 = -40591.650516
  nChanged 17
		SP:Iteration 2Q (16468.720000 sec): 3 clusters
  Score: Raw -42562.524948 + Penalty 1938.997690 = -40623.527258
  nChanged 9
		SP:Iteration 3Q (16468.720000 sec): 3 clusters
  Score: Raw -42578.224625 + Penalty 1938.997690 = -40639.226935
  nChanged 8
		SP:Iteration 4Q (16468.720000 sec): 3 clusters
  Score: Raw -42595.822360 + Penalty 1938.997690 = -40656.824670
  nChanged 11
		SP:Iteration 5Q (16468.730000 sec): 3 clusters
  Score: Raw -42621.791103 + Penalty 1938.997690 = -40682.793412
  nChanged 7
		SP:Iteration 6Q (16468.730000 sec): 3 clusters
  Score: Raw -42641.994757 + Penalty 1938.997690 = -40702.997067
  nChanged 2
		SP:Iteration 7Q (16468.730000 sec): 3 clusters
  Score: Raw -42649.328298 + Penalty 1938.997690 = -40710.330608
  nChanged 1
		SP:Iteration 8Q (16468.730000 sec): 3 clusters
  Score: Raw -42649.692016 + Penalty 1938.997690 = -40710.694326
  nChanged 0
		SP:Iteration 9F (16468.730000 sec): 3 clusters
  Score: Raw -42649.692016 + Penalty 1938.997690 = -40710.694326
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16468.740000 sec): 2 clusters
  Score: Raw -204183.311846 + Penalty 1231.282314 = -202952.029533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16468.740000 sec): 3 clusters
  Score: Raw -203369.323990 + Penalty 2462.564628 = -200906.759362
  nChanged 676
		SP:Iteration 1F (16468.750000 sec): 3 clusters
  Score: Raw -203860.504298 + Penalty 2462.564628 = -201397.939671
  nChanged 171
		SP:Iteration 2F (16468.760000 sec): 3 clusters
  Score: Raw -204036.333576 + Penalty 2462.564628 = -201573.768948
  nChanged 139
		SP:Iteration 3F (16468.760000 sec): 3 clusters
  Score: Raw -204206.653082 + Penalty 2462.564628 = -201744.088454
  nChanged 117
		SP:Iteration 4F (16468.760000 sec): 3 clusters
  Score: Raw -204328.461447 + Penalty 2462.564628 = -201865.896820
  nChanged 98
		SP:Iteration 5F (16468.770000 sec): 3 clusters
  Score: Raw -204434.941878 + Penalty 2462.564628 = -201972.377250
  nChanged 76
		SP:Iteration 6Q (16468.780000 sec): 3 clusters
  Score: Raw -204520.961955 + Penalty 2462.564628 = -202058.397328
  nChanged 58
		SP:Iteration 7Q (16468.780000 sec): 3 clusters
  Score: Raw -204583.169310 + Penalty 2462.564628 = -202120.604682
  nChanged 55
		SP:Iteration 8Q (16468.780000 sec): 3 clusters
  Score: Raw -204646.906885 + Penalty 2462.564628 = -202184.342257
  nChanged 56
		SP:Iteration 9Q (16468.790000 sec): 3 clusters
  Score: Raw -204710.002480 + Penalty 2462.564628 = -202247.437852
  nChanged 55
		SP:Iteration 10Q (16468.790000 sec): 3 clusters
  Score: Raw -204756.358208 + Penalty 2462.564628 = -202293.793580
  nChanged 34
		SP:Iteration 11Q (16468.800000 sec): 3 clusters
  Score: Raw -204797.056930 + Penalty 2462.564628 = -202334.492302
  nChanged 39
		SP:Iteration 12Q (16468.800000 sec): 3 clusters
  Score: Raw -204852.519011 + Penalty 2462.564628 = -202389.954384
  nChanged 36
		SP:Iteration 13Q (16468.810000 sec): 3 clusters
  Score: Raw -204904.615044 + Penalty 2462.564628 = -202442.050417
  nChanged 31
		SP:Iteration 14Q (16468.810000 sec): 3 clusters
  Score: Raw -204952.460982 + Penalty 2462.564628 = -202489.896354
  nChanged 36
		SP:Iteration 15Q (16468.820000 sec): 3 clusters
  Score: Raw -205003.549055 + Penalty 2462.564628 = -202540.984427
  nChanged 19
		SP:Iteration 16Q (16468.820000 sec): 3 clusters
  Score: Raw -205021.735871 + Penalty 2462.564628 = -202559.171243
  nChanged 18
		SP:Iteration 17Q (16468.820000 sec): 3 clusters
  Score: Raw -205033.989646 + Penalty 2462.564628 = -202571.425019
  nChanged 10
		SP:Iteration 18Q (16468.830000 sec): 3 clusters
  Score: Raw -205039.600206 + Penalty 2462.564628 = -202577.035578
  nChanged 7
		SP:Iteration 19Q (16468.830000 sec): 3 clusters
  Score: Raw -205045.108200 + Penalty 2462.564628 = -202582.543572
  nChanged 7
		SP:Iteration 20F (16468.840000 sec): 3 clusters
  Score: Raw -205055.649474 + Penalty 2462.564628 = -202593.084847
  nChanged 11
		SP:Iteration 21Q (16468.840000 sec): 3 clusters
  Score: Raw -205068.364506 + Penalty 2462.564628 = -202605.799878
  nChanged 16
		SP:Iteration 22Q (16468.850000 sec): 3 clusters
  Score: Raw -205082.968690 + Penalty 2462.564628 = -202620.404063
  nChanged 14
		SP:Iteration 23Q (16468.850000 sec): 3 clusters
  Score: Raw -205090.425853 + Penalty 2462.564628 = -202627.861225
  nChanged 12
		SP:Iteration 24Q (16468.860000 sec): 3 clusters
  Score: Raw -205097.762309 + Penalty 2462.564628 = -202635.197681
  nChanged 5
		SP:Iteration 25Q (16468.860000 sec): 3 clusters
  Score: Raw -205100.183310 + Penalty 2462.564628 = -202637.618682
  nChanged 3
		SP:Iteration 26Q (16468.860000 sec): 3 clusters
  Score: Raw -205101.046408 + Penalty 2462.564628 = -202638.481780
  nChanged 1
		SP:Iteration 27Q (16468.870000 sec): 3 clusters
  Score: Raw -205101.471688 + Penalty 2462.564628 = -202638.907061
  nChanged 1
		SP:Iteration 28Q (16468.870000 sec): 3 clusters
  Score: Raw -205101.572839 + Penalty 2462.564628 = -202639.008212
  nChanged 0
		SP:Iteration 29F (16468.880000 sec): 3 clusters
  Score: Raw -205101.572839 + Penalty 2462.564628 = -202639.008212
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16468.890000 sec): 2 clusters
  Score: Raw -318863.849937 + Penalty 1303.454129 = -317560.395808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16468.900000 sec): 3 clusters
  Score: Raw -317442.218810 + Penalty 2606.908259 = -314835.310551
  nChanged 1147
		SP:Iteration 1F (16468.900000 sec): 3 clusters
  Score: Raw -318141.276738 + Penalty 2606.908259 = -315534.368479
  nChanged 278
		SP:Iteration 2F (16468.910000 sec): 3 clusters
  Score: Raw -318367.209223 + Penalty 2606.908259 = -315760.300964
  nChanged 190
		SP:Iteration 3F (16468.920000 sec): 3 clusters
  Score: Raw -318506.315565 + Penalty 2606.908259 = -315899.407307
  nChanged 150
		SP:Iteration 4Q (16468.930000 sec): 3 clusters
  Score: Raw -318623.312223 + Penalty 2606.908259 = -316016.403965
  nChanged 133
		SP:Iteration 5Q (16468.940000 sec): 3 clusters
  Score: Raw -318742.841129 + Penalty 2606.908259 = -316135.932870
  nChanged 127
		SP:Iteration 6Q (16468.940000 sec): 3 clusters
  Score: Raw -318840.928647 + Penalty 2606.908259 = -316234.020389
  nChanged 103
		SP:Iteration 7Q (16468.950000 sec): 3 clusters
  Score: Raw -318918.282414 + Penalty 2606.908259 = -316311.374156
  nChanged 98
		SP:Iteration 8Q (16468.960000 sec): 3 clusters
  Score: Raw -318977.835863 + Penalty 2606.908259 = -316370.927604
  nChanged 78
		SP:Iteration 9Q (16468.960000 sec): 3 clusters
  Score: Raw -319022.752204 + Penalty 2606.908259 = -316415.843946
  nChanged 69
		SP:Iteration 10Q (16468.970000 sec): 3 clusters
  Score: Raw -319076.197188 + Penalty 2606.908259 = -316469.288929
  nChanged 80
		SP:Iteration 11Q (16468.980000 sec): 3 clusters
  Score: Raw -319131.684997 + Penalty 2606.908259 = -316524.776738
  nChanged 74
		SP:Iteration 12Q (16468.990000 sec): 3 clusters
  Score: Raw -319187.296657 + Penalty 2606.908259 = -316580.388399
  nChanged 83
		SP:Iteration 13Q (16469.000000 sec): 3 clusters
  Score: Raw -319267.355504 + Penalty 2606.908259 = -316660.447246
  nChanged 93
		SP:Iteration 14Q (16469.000000 sec): 3 clusters
  Score: Raw -319340.725623 + Penalty 2606.908259 = -316733.817364
  nChanged 92
		SP:Iteration 15Q (16469.010000 sec): 3 clusters
  Score: Raw -319420.416316 + Penalty 2606.908259 = -316813.508057
  nChanged 84
		SP:Iteration 16Q (16469.020000 sec): 3 clusters
  Score: Raw -319482.756536 + Penalty 2606.908259 = -316875.848277
  nChanged 68
		SP:Iteration 17Q (16469.020000 sec): 3 clusters
  Score: Raw -319544.778231 + Penalty 2606.908259 = -316937.869973
  nChanged 72
		SP:Iteration 18Q (16469.030000 sec): 3 clusters
  Score: Raw -319592.566910 + Penalty 2606.908259 = -316985.658651
  nChanged 57
		SP:Iteration 19Q (16469.040000 sec): 3 clusters
  Score: Raw -319629.252228 + Penalty 2606.908259 = -317022.343970
  nChanged 45
		SP:Iteration 20F (16469.040000 sec): 3 clusters
  Score: Raw -319655.183320 + Penalty 2606.908259 = -317048.275062
  nChanged 41
		SP:Iteration 21Q (16469.050000 sec): 3 clusters
  Score: Raw -319684.260364 + Penalty 2606.908259 = -317077.352105
  nChanged 34
		SP:Iteration 22Q (16469.060000 sec): 3 clusters
  Score: Raw -319705.128291 + Penalty 2606.908259 = -317098.220032
  nChanged 30
		SP:Iteration 23Q (16469.060000 sec): 3 clusters
  Score: Raw -319726.152494 + Penalty 2606.908259 = -317119.244236
  nChanged 34
		SP:Iteration 24Q (16469.070000 sec): 3 clusters
  Score: Raw -319744.891265 + Penalty 2606.908259 = -317137.983006
  nChanged 24
		SP:Iteration 25Q (16469.080000 sec): 3 clusters
  Score: Raw -319754.867338 + Penalty 2606.908259 = -317147.959079
  nChanged 16
		SP:Iteration 26Q (16469.090000 sec): 3 clusters
  Score: Raw -319762.437919 + Penalty 2606.908259 = -317155.529660
  nChanged 15
		SP:Iteration 27Q (16469.090000 sec): 3 clusters
  Score: Raw -319769.595057 + Penalty 2606.908259 = -317162.686799
  nChanged 13
		SP:Iteration 28Q (16469.100000 sec): 3 clusters
  Score: Raw -319774.922929 + Penalty 2606.908259 = -317168.014671
  nChanged 7
		SP:Iteration 29Q (16469.110000 sec): 3 clusters
  Score: Raw -319777.908667 + Penalty 2606.908259 = -317171.000408
  nChanged 7
		SP:Iteration 30Q (16469.110000 sec): 3 clusters
  Score: Raw -319780.121174 + Penalty 2606.908259 = -317173.212915
  nChanged 8
		SP:Iteration 31Q (16469.120000 sec): 3 clusters
  Score: Raw -319783.425494 + Penalty 2606.908259 = -317176.517235
  nChanged 6
		SP:Iteration 32Q (16469.130000 sec): 3 clusters
  Score: Raw -319786.498948 + Penalty 2606.908259 = -317179.590689
  nChanged 5
		SP:Iteration 33Q (16469.130000 sec): 3 clusters
  Score: Raw -319789.315144 + Penalty 2606.908259 = -317182.406886
  nChanged 8
		SP:Iteration 34Q (16469.140000 sec): 3 clusters
  Score: Raw -319792.924802 + Penalty 2606.908259 = -317186.016544
  nChanged 6
		SP:Iteration 35Q (16469.150000 sec): 3 clusters
  Score: Raw -319794.819848 + Penalty 2606.908259 = -317187.911589
  nChanged 7
		SP:Iteration 36Q (16469.150000 sec): 3 clusters
  Score: Raw -319798.416755 + Penalty 2606.908259 = -317191.508497
  nChanged 7
		SP:Iteration 37Q (16469.160000 sec): 3 clusters
  Score: Raw -319804.268956 + Penalty 2606.908259 = -317197.360697
  nChanged 10
		SP:Iteration 38Q (16469.170000 sec): 3 clusters
  Score: Raw -319810.592399 + Penalty 2606.908259 = -317203.684140
  nChanged 7
		SP:Iteration 39Q (16469.180000 sec): 3 clusters
  Score: Raw -319813.345085 + Penalty 2606.908259 = -317206.436826
  nChanged 9
		SP:Iteration 40F (16469.180000 sec): 3 clusters
  Score: Raw -319818.243735 + Penalty 2606.908259 = -317211.335476
  nChanged 9
		SP:Iteration 41Q (16469.190000 sec): 3 clusters
  Score: Raw -319825.175556 + Penalty 2606.908259 = -317218.267298
  nChanged 10
		SP:Iteration 42Q (16469.200000 sec): 3 clusters
  Score: Raw -319829.396636 + Penalty 2606.908259 = -317222.488378
  nChanged 6
		SP:Iteration 43Q (16469.200000 sec): 3 clusters
  Score: Raw -319830.759123 + Penalty 2606.908259 = -317223.850864
  nChanged 4
		SP:Iteration 44Q (16469.210000 sec): 3 clusters
  Score: Raw -319831.555441 + Penalty 2606.908259 = -317224.647182
  nChanged 2
		SP:Iteration 45Q (16469.220000 sec): 3 clusters
  Score: Raw -319832.070959 + Penalty 2606.908259 = -317225.162701
  nChanged 4
		SP:Iteration 46Q (16469.220000 sec): 3 clusters
  Score: Raw -319833.061225 + Penalty 2606.908259 = -317226.152967
  nChanged 1
		SP:Iteration 47Q (16469.230000 sec): 3 clusters
  Score: Raw -319833.429955 + Penalty 2606.908259 = -317226.521696
  nChanged 1
		SP:Iteration 48Q (16469.240000 sec): 3 clusters
  Score: Raw -319834.260886 + Penalty 2606.908259 = -317227.352628
  nChanged 4
		SP:Iteration 49Q (16469.240000 sec): 3 clusters
  Score: Raw -319835.197542 + Penalty 2606.908259 = -317228.289283
  nChanged 4
		SP:Iteration 50Q (16469.250000 sec): 3 clusters
  Score: Raw -319837.231011 + Penalty 2606.908259 = -317230.322752
  nChanged 1
		SP:Iteration 51Q (16469.260000 sec): 3 clusters
  Score: Raw -319837.657029 + Penalty 2606.908259 = -317230.748770
  nChanged 2
		SP:Iteration 52Q (16469.260000 sec): 3 clusters
  Score: Raw -319837.989026 + Penalty 2606.908259 = -317231.080768
  nChanged 1
		SP:Iteration 53Q (16469.270000 sec): 3 clusters
  Score: Raw -319838.476582 + Penalty 2606.908259 = -317231.568323
  nChanged 1
		SP:Iteration 54Q (16469.280000 sec): 3 clusters
  Score: Raw -319838.601599 + Penalty 2606.908259 = -317231.693340
  nChanged 1
		SP:Iteration 55Q (16469.280000 sec): 3 clusters
  Score: Raw -319838.836234 + Penalty 2606.908259 = -317231.927976
  nChanged 0
		SP:Iteration 56F (16469.290000 sec): 3 clusters
  Score: Raw -319838.836234 + Penalty 2606.908259 = -317231.927976
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16469.300000 sec): 2 clusters
  Score: Raw -146220.706692 + Penalty 1181.877547 = -145038.829145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16469.300000 sec): 3 clusters
  Score: Raw -145658.658447 + Penalty 2363.755094 = -143294.903353
  nChanged 473
		SP:Iteration 1F (16469.310000 sec): 3 clusters
  Score: Raw -146087.526729 + Penalty 2363.755094 = -143723.771635
  nChanged 153
		SP:Iteration 2F (16469.310000 sec): 3 clusters
  Score: Raw -146329.926896 + Penalty 2363.755094 = -143966.171802
  nChanged 111
		SP:Iteration 3F (16469.310000 sec): 3 clusters
  Score: Raw -146507.439625 + Penalty 2363.755094 = -144143.684531
  nChanged 88
		SP:Iteration 4F (16469.320000 sec): 3 clusters
  Score: Raw -146637.347940 + Penalty 2363.755094 = -144273.592846
  nChanged 61
		SP:Iteration 5Q (16469.320000 sec): 3 clusters
  Score: Raw -146729.291387 + Penalty 2363.755094 = -144365.536294
  nChanged 51
		SP:Iteration 6Q (16469.320000 sec): 3 clusters
  Score: Raw -146801.294812 + Penalty 2363.755094 = -144437.539718
  nChanged 44
		SP:Iteration 7Q (16469.330000 sec): 3 clusters
  Score: Raw -146856.086745 + Penalty 2363.755094 = -144492.331652
  nChanged 29
		SP:Iteration 8Q (16469.330000 sec): 3 clusters
  Score: Raw -146885.659755 + Penalty 2363.755094 = -144521.904661
  nChanged 17
		SP:Iteration 9Q (16469.330000 sec): 3 clusters
  Score: Raw -146901.952262 + Penalty 2363.755094 = -144538.197168
  nChanged 17
		SP:Iteration 10Q (16469.340000 sec): 3 clusters
  Score: Raw -146920.922797 + Penalty 2363.755094 = -144557.167704
  nChanged 9
		SP:Iteration 11Q (16469.340000 sec): 3 clusters
  Score: Raw -146930.947223 + Penalty 2363.755094 = -144567.192129
  nChanged 13
		SP:Iteration 12Q (16469.340000 sec): 3 clusters
  Score: Raw -146944.265776 + Penalty 2363.755094 = -144580.510683
  nChanged 10
		SP:Iteration 13Q (16469.350000 sec): 3 clusters
  Score: Raw -146951.752175 + Penalty 2363.755094 = -144587.997081
  nChanged 7
		SP:Iteration 14Q (16469.350000 sec): 3 clusters
  Score: Raw -146956.957180 + Penalty 2363.755094 = -144593.202087
  nChanged 6
		SP:Iteration 15Q (16469.350000 sec): 3 clusters
  Score: Raw -146959.790700 + Penalty 2363.755094 = -144596.035606
  nChanged 5
		SP:Iteration 16Q (16469.360000 sec): 3 clusters
  Score: Raw -146963.562712 + Penalty 2363.755094 = -144599.807618
  nChanged 1
		SP:Iteration 17Q (16469.360000 sec): 3 clusters
  Score: Raw -146963.815627 + Penalty 2363.755094 = -144600.060534
  nChanged 0
		SP:Iteration 18F (16469.360000 sec): 3 clusters
  Score: Raw -146963.815627 + Penalty 2363.755094 = -144600.060534
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16469.550000 sec): 2 clusters
  Score: Raw -7061524.544025 + Penalty 1786.563296 = -7059737.980729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16469.710000 sec): 3 clusters
  Score: Raw -7023344.211045 + Penalty 3573.126591 = -7019771.084454
  nChanged 28116
		SP:Iteration 1F (16469.870000 sec): 3 clusters
  Score: Raw -7039897.464582 + Penalty 3573.126591 = -7036324.337991
  nChanged 2785
		SP:Iteration 2Q (16470.030000 sec): 3 clusters
  Score: Raw -7040970.826108 + Penalty 3573.126591 = -7037397.699517
  nChanged 3146
		SP:Iteration 3F (16470.190000 sec): 3 clusters
  Score: Raw -7042349.721326 + Penalty 3573.126591 = -7038776.594735
  nChanged 3554
		SP:Iteration 4F (16470.350000 sec): 3 clusters
  Score: Raw -7044187.531190 + Penalty 3573.126591 = -7040614.404599
  nChanged 3900
		SP:Iteration 5F (16470.510000 sec): 3 clusters
  Score: Raw -7046504.629322 + Penalty 3573.126591 = -7042931.502731
  nChanged 3910
		SP:Iteration 6F (16470.670000 sec): 3 clusters
  Score: Raw -7049096.866631 + Penalty 3573.126591 = -7045523.740039
  nChanged 3802
		SP:Iteration 7F (16470.820000 sec): 3 clusters
  Score: Raw -7051906.066921 + Penalty 3573.126591 = -7048332.940330
  nChanged 3519
		SP:Iteration 8F (16470.980000 sec): 3 clusters
  Score: Raw -7054768.930011 + Penalty 3573.126591 = -7051195.803419
  nChanged 2947
		SP:Iteration 9Q (16471.140000 sec): 3 clusters
  Score: Raw -7057324.007464 + Penalty 3573.126591 = -7053750.880872
  nChanged 2217
		SP:Iteration 10Q (16471.290000 sec): 3 clusters
  Score: Raw -7059313.405476 + Penalty 3573.126591 = -7055740.278885
  nChanged 1343
		SP:Iteration 11Q (16471.440000 sec): 3 clusters
  Score: Raw -7060523.915941 + Penalty 3573.126591 = -7056950.789350
  nChanged 697
		SP:Iteration 12Q (16471.570000 sec): 3 clusters
  Score: Raw -7061154.058962 + Penalty 3573.126591 = -7057580.932371
  nChanged 301
		SP:Iteration 13Q (16471.690000 sec): 3 clusters
  Score: Raw -7061430.176872 + Penalty 3573.126591 = -7057857.050281
  nChanged 124
		SP:Iteration 14Q (16471.810000 sec): 3 clusters
  Score: Raw -7061549.214361 + Penalty 3573.126591 = -7057976.087770
  nChanged 70
		SP:Iteration 15Q (16471.930000 sec): 3 clusters
  Score: Raw -7061626.392645 + Penalty 3573.126591 = -7058053.266054
  nChanged 40
		SP:Iteration 16Q (16472.040000 sec): 3 clusters
  Score: Raw -7061676.792544 + Penalty 3573.126591 = -7058103.665952
  nChanged 30
		SP:Iteration 17Q (16472.150000 sec): 3 clusters
  Score: Raw -7061721.345728 + Penalty 3573.126591 = -7058148.219136
  nChanged 23
		SP:Iteration 18Q (16472.260000 sec): 3 clusters
  Score: Raw -7061747.759766 + Penalty 3573.126591 = -7058174.633175
  nChanged 7
		SP:Iteration 19Q (16472.370000 sec): 3 clusters
  Score: Raw -7061754.804998 + Penalty 3573.126591 = -7058181.678407
  nChanged 6
		SP:Iteration 20F (16472.530000 sec): 3 clusters
  Score: Raw -7061759.772683 + Penalty 3573.126591 = -7058186.646092
  nChanged 2
		SP:Iteration 21Q (16472.640000 sec): 3 clusters
  Score: Raw -7061761.317309 + Penalty 3573.126591 = -7058188.190718
  nChanged 2
		SP:Iteration 22Q (16472.750000 sec): 3 clusters
  Score: Raw -7061763.294572 + Penalty 3573.126591 = -7058190.167980
  nChanged 1
		SP:Iteration 23Q (16472.860000 sec): 3 clusters
  Score: Raw -7061764.162536 + Penalty 3573.126591 = -7058191.035944
  nChanged 0
		SP:Iteration 24F (16473.010000 sec): 3 clusters
  Score: Raw -7061764.162536 + Penalty 3573.126591 = -7058191.035944
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16473.060000 sec): 2 clusters
  Score: Raw -337217.587578 + Penalty 1296.364079 = -335921.223500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16473.060000 sec): 3 clusters
  Score: Raw -335834.799381 + Penalty 2592.728157 = -333242.071224
  nChanged 1104
		SP:Iteration 1F (16473.070000 sec): 3 clusters
  Score: Raw -336452.142458 + Penalty 2592.728157 = -333859.414301
  nChanged 230
		SP:Iteration 2F (16473.080000 sec): 3 clusters
  Score: Raw -336585.912392 + Penalty 2592.728157 = -333993.184235
  nChanged 140
		SP:Iteration 3Q (16473.090000 sec): 3 clusters
  Score: Raw -336647.750642 + Penalty 2592.728157 = -334055.022485
  nChanged 95
		SP:Iteration 4Q (16473.090000 sec): 3 clusters
  Score: Raw -336705.541007 + Penalty 2592.728157 = -334112.812850
  nChanged 94
		SP:Iteration 5Q (16473.100000 sec): 3 clusters
  Score: Raw -336758.818509 + Penalty 2592.728157 = -334166.090352
  nChanged 82
		SP:Iteration 6Q (16473.110000 sec): 3 clusters
  Score: Raw -336796.773228 + Penalty 2592.728157 = -334204.045070
  nChanged 67
		SP:Iteration 7Q (16473.110000 sec): 3 clusters
  Score: Raw -336823.956045 + Penalty 2592.728157 = -334231.227888
  nChanged 47
		SP:Iteration 8Q (16473.120000 sec): 3 clusters
  Score: Raw -336843.585450 + Penalty 2592.728157 = -334250.857293
  nChanged 36
		SP:Iteration 9Q (16473.130000 sec): 3 clusters
  Score: Raw -336861.472086 + Penalty 2592.728157 = -334268.743929
  nChanged 44
		SP:Iteration 10Q (16473.140000 sec): 3 clusters
  Score: Raw -336879.125307 + Penalty 2592.728157 = -334286.397150
  nChanged 26
		SP:Iteration 11Q (16473.140000 sec): 3 clusters
  Score: Raw -336893.216241 + Penalty 2592.728157 = -334300.488084
  nChanged 32
		SP:Iteration 12Q (16473.150000 sec): 3 clusters
  Score: Raw -336909.291190 + Penalty 2592.728157 = -334316.563033
  nChanged 38
		SP:Iteration 13Q (16473.160000 sec): 3 clusters
  Score: Raw -336927.761803 + Penalty 2592.728157 = -334335.033646
  nChanged 42
		SP:Iteration 14Q (16473.170000 sec): 3 clusters
  Score: Raw -336952.611997 + Penalty 2592.728157 = -334359.883840
  nChanged 39
		SP:Iteration 15Q (16473.170000 sec): 3 clusters
  Score: Raw -336973.909259 + Penalty 2592.728157 = -334381.181102
  nChanged 44
		SP:Iteration 16Q (16473.180000 sec): 3 clusters
  Score: Raw -336994.828984 + Penalty 2592.728157 = -334402.100826
  nChanged 33
		SP:Iteration 17Q (16473.190000 sec): 3 clusters
  Score: Raw -337013.815635 + Penalty 2592.728157 = -334421.087478
  nChanged 37
		SP:Iteration 18Q (16473.190000 sec): 3 clusters
  Score: Raw -337041.639895 + Penalty 2592.728157 = -334448.911738
  nChanged 47
		SP:Iteration 19Q (16473.200000 sec): 3 clusters
  Score: Raw -337068.878188 + Penalty 2592.728157 = -334476.150031
  nChanged 39
		SP:Iteration 20F (16473.210000 sec): 3 clusters
  Score: Raw -337089.649355 + Penalty 2592.728157 = -334496.921198
  nChanged 28
		SP:Iteration 21Q (16473.210000 sec): 3 clusters
  Score: Raw -337104.257494 + Penalty 2592.728157 = -334511.529337
  nChanged 23
		SP:Iteration 22Q (16473.220000 sec): 3 clusters
  Score: Raw -337115.895836 + Penalty 2592.728157 = -334523.167679
  nChanged 24
		SP:Iteration 23Q (16473.230000 sec): 3 clusters
  Score: Raw -337129.767688 + Penalty 2592.728157 = -334537.039531
  nChanged 26
		SP:Iteration 24Q (16473.230000 sec): 3 clusters
  Score: Raw -337142.482308 + Penalty 2592.728157 = -334549.754151
  nChanged 26
		SP:Iteration 25Q (16473.240000 sec): 3 clusters
  Score: Raw -337160.011510 + Penalty 2592.728157 = -334567.283353
  nChanged 30
		SP:Iteration 26Q (16473.250000 sec): 3 clusters
  Score: Raw -337183.250446 + Penalty 2592.728157 = -334590.522289
  nChanged 38
		SP:Iteration 27Q (16473.260000 sec): 3 clusters
  Score: Raw -337201.932323 + Penalty 2592.728157 = -334609.204166
  nChanged 35
		SP:Iteration 28Q (16473.260000 sec): 3 clusters
  Score: Raw -337223.476867 + Penalty 2592.728157 = -334630.748710
  nChanged 33
		SP:Iteration 29Q (16473.270000 sec): 3 clusters
  Score: Raw -337243.015183 + Penalty 2592.728157 = -334650.287026
  nChanged 23
		SP:Iteration 30Q (16473.280000 sec): 3 clusters
  Score: Raw -337254.963592 + Penalty 2592.728157 = -334662.235435
  nChanged 19
		SP:Iteration 31Q (16473.280000 sec): 3 clusters
  Score: Raw -337263.875194 + Penalty 2592.728157 = -334671.147036
  nChanged 19
		SP:Iteration 32Q (16473.290000 sec): 3 clusters
  Score: Raw -337272.799253 + Penalty 2592.728157 = -334680.071096
  nChanged 13
		SP:Iteration 33Q (16473.300000 sec): 3 clusters
  Score: Raw -337278.027158 + Penalty 2592.728157 = -334685.299001
  nChanged 9
		SP:Iteration 34Q (16473.300000 sec): 3 clusters
  Score: Raw -337283.581960 + Penalty 2592.728157 = -334690.853803
  nChanged 10
		SP:Iteration 35Q (16473.310000 sec): 3 clusters
  Score: Raw -337290.294121 + Penalty 2592.728157 = -334697.565964
  nChanged 11
		SP:Iteration 36Q (16473.320000 sec): 3 clusters
  Score: Raw -337296.867270 + Penalty 2592.728157 = -334704.139113
  nChanged 10
		SP:Iteration 37Q (16473.320000 sec): 3 clusters
  Score: Raw -337302.783345 + Penalty 2592.728157 = -334710.055188
  nChanged 5
		SP:Iteration 38Q (16473.330000 sec): 3 clusters
  Score: Raw -337305.082485 + Penalty 2592.728157 = -334712.354328
  nChanged 6
		SP:Iteration 39Q (16473.330000 sec): 3 clusters
  Score: Raw -337308.621110 + Penalty 2592.728157 = -334715.892952
  nChanged 9
		SP:Iteration 40F (16473.340000 sec): 3 clusters
  Score: Raw -337312.923211 + Penalty 2592.728157 = -334720.195054
  nChanged 7
		SP:Iteration 41Q (16473.350000 sec): 3 clusters
  Score: Raw -337317.028609 + Penalty 2592.728157 = -334724.300452
  nChanged 7
		SP:Iteration 42Q (16473.350000 sec): 3 clusters
  Score: Raw -337320.769964 + Penalty 2592.728157 = -334728.041807
  nChanged 7
		SP:Iteration 43Q (16473.360000 sec): 3 clusters
  Score: Raw -337325.498045 + Penalty 2592.728157 = -334732.769888
  nChanged 10
		SP:Iteration 44Q (16473.370000 sec): 3 clusters
  Score: Raw -337331.780523 + Penalty 2592.728157 = -334739.052366
  nChanged 8
		SP:Iteration 45Q (16473.370000 sec): 3 clusters
  Score: Raw -337338.426695 + Penalty 2592.728157 = -334745.698538
  nChanged 10
		SP:Iteration 46Q (16473.380000 sec): 3 clusters
  Score: Raw -337347.710331 + Penalty 2592.728157 = -334754.982174
  nChanged 12
		SP:Iteration 47Q (16473.390000 sec): 3 clusters
  Score: Raw -337355.347049 + Penalty 2592.728157 = -334762.618892
  nChanged 8
		SP:Iteration 48Q (16473.390000 sec): 3 clusters
  Score: Raw -337360.133874 + Penalty 2592.728157 = -334767.405717
  nChanged 4
		SP:Iteration 49Q (16473.400000 sec): 3 clusters
  Score: Raw -337362.102469 + Penalty 2592.728157 = -334769.374312
  nChanged 3
		SP:Iteration 50Q (16473.410000 sec): 3 clusters
  Score: Raw -337363.192683 + Penalty 2592.728157 = -334770.464526
  nChanged 4
		SP:Iteration 51Q (16473.410000 sec): 3 clusters
  Score: Raw -337364.847213 + Penalty 2592.728157 = -334772.119056
  nChanged 1
		SP:Iteration 52Q (16473.420000 sec): 3 clusters
  Score: Raw -337365.363156 + Penalty 2592.728157 = -334772.634999
  nChanged 1
		SP:Iteration 53Q (16473.430000 sec): 3 clusters
  Score: Raw -337366.272307 + Penalty 2592.728157 = -334773.544150
  nChanged 3
		SP:Iteration 54Q (16473.430000 sec): 3 clusters
  Score: Raw -337367.900603 + Penalty 2592.728157 = -334775.172446
  nChanged 5
		SP:Iteration 55Q (16473.440000 sec): 3 clusters
  Score: Raw -337370.296521 + Penalty 2592.728157 = -334777.568364
  nChanged 2
		SP:Iteration 56Q (16473.450000 sec): 3 clusters
  Score: Raw -337371.942733 + Penalty 2592.728157 = -334779.214576
  nChanged 4
		SP:Iteration 57Q (16473.450000 sec): 3 clusters
  Score: Raw -337374.395206 + Penalty 2592.728157 = -334781.667049
  nChanged 5
		SP:Iteration 58Q (16473.460000 sec): 3 clusters
  Score: Raw -337376.102989 + Penalty 2592.728157 = -334783.374831
  nChanged 3
		SP:Iteration 59Q (16473.460000 sec): 3 clusters
  Score: Raw -337378.655535 + Penalty 2592.728157 = -334785.927378
  nChanged 2
		SP:Iteration 60F (16473.470000 sec): 3 clusters
  Score: Raw -337379.666327 + Penalty 2592.728157 = -334786.938170
  nChanged 1
		SP:Iteration 61Q (16473.480000 sec): 3 clusters
  Score: Raw -337380.390763 + Penalty 2592.728157 = -334787.662606
  nChanged 0
		SP:Iteration 62F (16473.490000 sec): 3 clusters
  Score: Raw -337380.390763 + Penalty 2592.728157 = -334787.662606
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16473.530000 sec): 2 clusters
  Score: Raw -1382319.614979 + Penalty 1535.046441 = -1380784.568538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16473.560000 sec): 3 clusters
  Score: Raw -1374947.067435 + Penalty 3070.092881 = -1371876.974554
  nChanged 5575
		SP:Iteration 1F (16473.590000 sec): 3 clusters
  Score: Raw -1378068.909327 + Penalty 3070.092881 = -1374998.816446
  nChanged 832
		SP:Iteration 2F (16473.620000 sec): 3 clusters
  Score: Raw -1378478.704793 + Penalty 3070.092881 = -1375408.611912
  nChanged 774
		SP:Iteration 3F (16473.650000 sec): 3 clusters
  Score: Raw -1378877.667542 + Penalty 3070.092881 = -1375807.574661
  nChanged 729
		SP:Iteration 4F (16473.690000 sec): 3 clusters
  Score: Raw -1379288.690863 + Penalty 3070.092881 = -1376218.597982
  nChanged 702
		SP:Iteration 5F (16473.720000 sec): 3 clusters
  Score: Raw -1379694.283063 + Penalty 3070.092881 = -1376624.190182
  nChanged 684
		SP:Iteration 6F (16473.750000 sec): 3 clusters
  Score: Raw -1380096.103923 + Penalty 3070.092881 = -1377026.011042
  nChanged 589
		SP:Iteration 7Q (16473.780000 sec): 3 clusters
  Score: Raw -1380407.606088 + Penalty 3070.092881 = -1377337.513207
  nChanged 526
		SP:Iteration 8Q (16473.810000 sec): 3 clusters
  Score: Raw -1380665.246032 + Penalty 3070.092881 = -1377595.153151
  nChanged 429
		SP:Iteration 9Q (16473.850000 sec): 3 clusters
  Score: Raw -1380884.141287 + Penalty 3070.092881 = -1377814.048406
  nChanged 380
		SP:Iteration 10Q (16473.880000 sec): 3 clusters
  Score: Raw -1381063.924769 + Penalty 3070.092881 = -1377993.831888
  nChanged 336
		SP:Iteration 11Q (16473.910000 sec): 3 clusters
  Score: Raw -1381209.975339 + Penalty 3070.092881 = -1378139.882458
  nChanged 273
		SP:Iteration 12Q (16473.940000 sec): 3 clusters
  Score: Raw -1381310.562912 + Penalty 3070.092881 = -1378240.470031
  nChanged 212
		SP:Iteration 13Q (16473.970000 sec): 3 clusters
  Score: Raw -1381374.700947 + Penalty 3070.092881 = -1378304.608066
  nChanged 149
		SP:Iteration 14Q (16474.000000 sec): 3 clusters
  Score: Raw -1381408.099372 + Penalty 3070.092881 = -1378338.006491
  nChanged 113
		SP:Iteration 15Q (16474.030000 sec): 3 clusters
  Score: Raw -1381428.799615 + Penalty 3070.092881 = -1378358.706733
  nChanged 84
		SP:Iteration 16Q (16474.070000 sec): 3 clusters
  Score: Raw -1381444.508518 + Penalty 3070.092881 = -1378374.415637
  nChanged 80
		SP:Iteration 17Q (16474.090000 sec): 3 clusters
  Score: Raw -1381457.287101 + Penalty 3070.092881 = -1378387.194220
  nChanged 63
		SP:Iteration 18Q (16474.130000 sec): 3 clusters
  Score: Raw -1381468.515836 + Penalty 3070.092881 = -1378398.422954
  nChanged 60
		SP:Iteration 19Q (16474.160000 sec): 3 clusters
  Score: Raw -1381479.560112 + Penalty 3070.092881 = -1378409.467231
  nChanged 60
		SP:Iteration 20F (16474.190000 sec): 3 clusters
  Score: Raw -1381490.243343 + Penalty 3070.092881 = -1378420.150462
  nChanged 52
		SP:Iteration 21Q (16474.220000 sec): 3 clusters
  Score: Raw -1381500.321418 + Penalty 3070.092881 = -1378430.228536
  nChanged 52
		SP:Iteration 22Q (16474.250000 sec): 3 clusters
  Score: Raw -1381509.988859 + Penalty 3070.092881 = -1378439.895978
  nChanged 51
		SP:Iteration 23Q (16474.280000 sec): 3 clusters
  Score: Raw -1381518.553859 + Penalty 3070.092881 = -1378448.460978
  nChanged 55
		SP:Iteration 24Q (16474.310000 sec): 3 clusters
  Score: Raw -1381528.369906 + Penalty 3070.092881 = -1378458.277025
  nChanged 60
		SP:Iteration 25Q (16474.340000 sec): 3 clusters
  Score: Raw -1381540.644474 + Penalty 3070.092881 = -1378470.551593
  nChanged 68
		SP:Iteration 26Q (16474.370000 sec): 3 clusters
  Score: Raw -1381554.900294 + Penalty 3070.092881 = -1378484.807413
  nChanged 80
		SP:Iteration 27Q (16474.400000 sec): 3 clusters
  Score: Raw -1381570.369911 + Penalty 3070.092881 = -1378500.277030
  nChanged 70
		SP:Iteration 28Q (16474.430000 sec): 3 clusters
  Score: Raw -1381582.394903 + Penalty 3070.092881 = -1378512.302022
  nChanged 49
		SP:Iteration 29Q (16474.460000 sec): 3 clusters
  Score: Raw -1381588.843749 + Penalty 3070.092881 = -1378518.750868
  nChanged 35
		SP:Iteration 30Q (16474.490000 sec): 3 clusters
  Score: Raw -1381592.955776 + Penalty 3070.092881 = -1378522.862895
  nChanged 26
		SP:Iteration 31Q (16474.530000 sec): 3 clusters
  Score: Raw -1381596.253651 + Penalty 3070.092881 = -1378526.160770
  nChanged 27
		SP:Iteration 32Q (16474.560000 sec): 3 clusters
  Score: Raw -1381599.456260 + Penalty 3070.092881 = -1378529.363379
  nChanged 33
		SP:Iteration 33Q (16474.590000 sec): 3 clusters
  Score: Raw -1381603.705943 + Penalty 3070.092881 = -1378533.613062
  nChanged 25
		SP:Iteration 34Q (16474.620000 sec): 3 clusters
  Score: Raw -1381606.127007 + Penalty 3070.092881 = -1378536.034126
  nChanged 26
		SP:Iteration 35Q (16474.650000 sec): 3 clusters
  Score: Raw -1381608.853785 + Penalty 3070.092881 = -1378538.760903
  nChanged 25
		SP:Iteration 36Q (16474.690000 sec): 3 clusters
  Score: Raw -1381611.456175 + Penalty 3070.092881 = -1378541.363294
  nChanged 22
		SP:Iteration 37Q (16474.720000 sec): 3 clusters
  Score: Raw -1381613.760784 + Penalty 3070.092881 = -1378543.667903
  nChanged 14
		SP:Iteration 38Q (16474.750000 sec): 3 clusters
  Score: Raw -1381615.076583 + Penalty 3070.092881 = -1378544.983701
  nChanged 19
		SP:Iteration 39Q (16474.780000 sec): 3 clusters
  Score: Raw -1381617.228814 + Penalty 3070.092881 = -1378547.135933
  nChanged 16
		SP:Iteration 40F (16474.810000 sec): 3 clusters
  Score: Raw -1381618.679222 + Penalty 3070.092881 = -1378548.586340
  nChanged 20
		SP:Iteration 41Q (16474.850000 sec): 3 clusters
  Score: Raw -1381620.820799 + Penalty 3070.092881 = -1378550.727918
  nChanged 22
		SP:Iteration 42Q (16474.880000 sec): 3 clusters
  Score: Raw -1381623.638307 + Penalty 3070.092881 = -1378553.545426
  nChanged 25
		SP:Iteration 43Q (16474.910000 sec): 3 clusters
  Score: Raw -1381626.462860 + Penalty 3070.092881 = -1378556.369979
  nChanged 32
		SP:Iteration 44Q (16474.940000 sec): 3 clusters
  Score: Raw -1381630.244081 + Penalty 3070.092881 = -1378560.151199
  nChanged 31
		SP:Iteration 45Q (16474.970000 sec): 3 clusters
  Score: Raw -1381634.025260 + Penalty 3070.092881 = -1378563.932378
  nChanged 27
		SP:Iteration 46Q (16475.000000 sec): 3 clusters
  Score: Raw -1381637.296391 + Penalty 3070.092881 = -1378567.203510
  nChanged 30
		SP:Iteration 47Q (16475.030000 sec): 3 clusters
  Score: Raw -1381641.256899 + Penalty 3070.092881 = -1378571.164018
  nChanged 34
		SP:Iteration 48Q (16475.060000 sec): 3 clusters
  Score: Raw -1381645.330092 + Penalty 3070.092881 = -1378575.237211
  nChanged 35
		SP:Iteration 49Q (16475.090000 sec): 3 clusters
  Score: Raw -1381649.711118 + Penalty 3070.092881 = -1378579.618237
  nChanged 34
		SP:Iteration 50Q (16475.120000 sec): 3 clusters
  Score: Raw -1381654.544242 + Penalty 3070.092881 = -1378584.451361
  nChanged 33
		SP:Iteration 51Q (16475.150000 sec): 3 clusters
  Score: Raw -1381658.256569 + Penalty 3070.092881 = -1378588.163687
  nChanged 23
		SP:Iteration 52Q (16475.180000 sec): 3 clusters
  Score: Raw -1381660.738312 + Penalty 3070.092881 = -1378590.645431
  nChanged 21
		SP:Iteration 53Q (16475.210000 sec): 3 clusters
  Score: Raw -1381663.321291 + Penalty 3070.092881 = -1378593.228410
  nChanged 24
		SP:Iteration 54Q (16475.240000 sec): 3 clusters
  Score: Raw -1381666.848038 + Penalty 3070.092881 = -1378596.755157
  nChanged 26
		SP:Iteration 55Q (16475.270000 sec): 3 clusters
  Score: Raw -1381670.277515 + Penalty 3070.092881 = -1378600.184634
  nChanged 29
		SP:Iteration 56Q (16475.300000 sec): 3 clusters
  Score: Raw -1381674.820162 + Penalty 3070.092881 = -1378604.727281
  nChanged 41
		SP:Iteration 57Q (16475.330000 sec): 3 clusters
  Score: Raw -1381681.698063 + Penalty 3070.092881 = -1378611.605182
  nChanged 40
		SP:Iteration 58Q (16475.360000 sec): 3 clusters
  Score: Raw -1381686.756005 + Penalty 3070.092881 = -1378616.663124
  nChanged 31
		SP:Iteration 59Q (16475.390000 sec): 3 clusters
  Score: Raw -1381690.040465 + Penalty 3070.092881 = -1378619.947584
  nChanged 38
		SP:Iteration 60F (16475.420000 sec): 3 clusters
  Score: Raw -1381694.185881 + Penalty 3070.092881 = -1378624.093000
  nChanged 29
		SP:Iteration 61Q (16475.450000 sec): 3 clusters
  Score: Raw -1381697.978418 + Penalty 3070.092881 = -1378627.885537
  nChanged 36
		SP:Iteration 62Q (16475.480000 sec): 3 clusters
  Score: Raw -1381702.906373 + Penalty 3070.092881 = -1378632.813492
  nChanged 33
		SP:Iteration 63Q (16475.520000 sec): 3 clusters
  Score: Raw -1381708.314323 + Penalty 3070.092881 = -1378638.221442
  nChanged 33
		SP:Iteration 64Q (16475.540000 sec): 3 clusters
  Score: Raw -1381712.696540 + Penalty 3070.092881 = -1378642.603658
  nChanged 41
		SP:Iteration 65Q (16475.580000 sec): 3 clusters
  Score: Raw -1381718.776069 + Penalty 3070.092881 = -1378648.683188
  nChanged 51
		SP:Iteration 66Q (16475.600000 sec): 3 clusters
  Score: Raw -1381727.201588 + Penalty 3070.092881 = -1378657.108707
  nChanged 51
		SP:Iteration 67Q (16475.640000 sec): 3 clusters
  Score: Raw -1381736.955109 + Penalty 3070.092881 = -1378666.862227
  nChanged 53
		SP:Iteration 68Q (16475.660000 sec): 3 clusters
  Score: Raw -1381748.890913 + Penalty 3070.092881 = -1378678.798032
  nChanged 59
		SP:Iteration 69Q (16475.700000 sec): 3 clusters
  Score: Raw -1381758.899812 + Penalty 3070.092881 = -1378688.806931
  nChanged 61
		SP:Iteration 70Q (16475.720000 sec): 3 clusters
  Score: Raw -1381770.636427 + Penalty 3070.092881 = -1378700.543546
  nChanged 63
		SP:Iteration 71Q (16475.760000 sec): 3 clusters
  Score: Raw -1381784.547222 + Penalty 3070.092881 = -1378714.454341
  nChanged 73
		SP:Iteration 72Q (16475.780000 sec): 3 clusters
  Score: Raw -1381801.530199 + Penalty 3070.092881 = -1378731.437318
  nChanged 80
		SP:Iteration 73Q (16475.820000 sec): 3 clusters
  Score: Raw -1381819.970744 + Penalty 3070.092881 = -1378749.877862
  nChanged 87
		SP:Iteration 74Q (16475.840000 sec): 3 clusters
  Score: Raw -1381843.975308 + Penalty 3070.092881 = -1378773.882427
  nChanged 93
		SP:Iteration 75Q (16475.880000 sec): 3 clusters
  Score: Raw -1381869.816682 + Penalty 3070.092881 = -1378799.723801
  nChanged 87
		SP:Iteration 76Q (16475.900000 sec): 3 clusters
  Score: Raw -1381890.090719 + Penalty 3070.092881 = -1378819.997837
  nChanged 71
		SP:Iteration 77Q (16475.940000 sec): 3 clusters
  Score: Raw -1381906.225949 + Penalty 3070.092881 = -1378836.133068
  nChanged 73
		SP:Iteration 78Q (16475.960000 sec): 3 clusters
  Score: Raw -1381926.245366 + Penalty 3070.092881 = -1378856.152485
  nChanged 77
		SP:Iteration 79Q (16475.990000 sec): 3 clusters
  Score: Raw -1381947.099683 + Penalty 3070.092881 = -1378877.006802
  nChanged 90
		SP:Iteration 80F (16476.020000 sec): 3 clusters
  Score: Raw -1381975.994219 + Penalty 3070.092881 = -1378905.901338
  nChanged 90
		SP:Iteration 81Q (16476.060000 sec): 3 clusters
  Score: Raw -1382004.201993 + Penalty 3070.092881 = -1378934.109112
  nChanged 91
		SP:Iteration 82Q (16476.080000 sec): 3 clusters
  Score: Raw -1382028.285238 + Penalty 3070.092881 = -1378958.192356
  nChanged 74
		SP:Iteration 83Q (16476.110000 sec): 3 clusters
  Score: Raw -1382047.514612 + Penalty 3070.092881 = -1378977.421730
  nChanged 71
		SP:Iteration 84Q (16476.140000 sec): 3 clusters
  Score: Raw -1382065.551898 + Penalty 3070.092881 = -1378995.459017
  nChanged 62
		SP:Iteration 85Q (16476.170000 sec): 3 clusters
  Score: Raw -1382083.512443 + Penalty 3070.092881 = -1379013.419562
  nChanged 67
		SP:Iteration 86Q (16476.200000 sec): 3 clusters
  Score: Raw -1382100.866275 + Penalty 3070.092881 = -1379030.773394
  nChanged 69
		SP:Iteration 87Q (16476.230000 sec): 3 clusters
  Score: Raw -1382118.181526 + Penalty 3070.092881 = -1379048.088645
  nChanged 64
		SP:Iteration 88Q (16476.260000 sec): 3 clusters
  Score: Raw -1382133.537045 + Penalty 3070.092881 = -1379063.444164
  nChanged 59
		SP:Iteration 89Q (16476.280000 sec): 3 clusters
  Score: Raw -1382145.618226 + Penalty 3070.092881 = -1379075.525345
  nChanged 49
		SP:Iteration 90Q (16476.310000 sec): 3 clusters
  Score: Raw -1382155.213178 + Penalty 3070.092881 = -1379085.120297
  nChanged 50
		SP:Iteration 91Q (16476.340000 sec): 3 clusters
  Score: Raw -1382164.087272 + Penalty 3070.092881 = -1379093.994391
  nChanged 46
		SP:Iteration 92Q (16476.370000 sec): 3 clusters
  Score: Raw -1382172.512189 + Penalty 3070.092881 = -1379102.419308
  nChanged 45
		SP:Iteration 93Q (16476.400000 sec): 3 clusters
  Score: Raw -1382181.109687 + Penalty 3070.092881 = -1379111.016805
  nChanged 41
		SP:Iteration 94Q (16476.420000 sec): 3 clusters
  Score: Raw -1382188.571718 + Penalty 3070.092881 = -1379118.478837
  nChanged 36
		SP:Iteration 95Q (16476.450000 sec): 3 clusters
  Score: Raw -1382194.925651 + Penalty 3070.092881 = -1379124.832770
  nChanged 43
		SP:Iteration 96Q (16476.480000 sec): 3 clusters
  Score: Raw -1382202.860899 + Penalty 3070.092881 = -1379132.768018
  nChanged 44
		SP:Iteration 97Q (16476.510000 sec): 3 clusters
  Score: Raw -1382211.849109 + Penalty 3070.092881 = -1379141.756228
  nChanged 50
		SP:Iteration 98Q (16476.540000 sec): 3 clusters
  Score: Raw -1382221.994057 + Penalty 3070.092881 = -1379151.901176
  nChanged 50
		SP:Iteration 99Q (16476.560000 sec): 3 clusters
  Score: Raw -1382234.820584 + Penalty 3070.092881 = -1379164.727703
  nChanged 54
		SP:Iteration 100F (16476.600000 sec): 3 clusters
  Score: Raw -1382248.839453 + Penalty 3070.092881 = -1379178.746572
  nChanged 54
		SP:Iteration 101Q (16476.620000 sec): 3 clusters
  Score: Raw -1382262.903060 + Penalty 3070.092881 = -1379192.810179
  nChanged 56
		SP:Iteration 102Q (16476.650000 sec): 3 clusters
  Score: Raw -1382279.495545 + Penalty 3070.092881 = -1379209.402664
  nChanged 55
		SP:Iteration 103Q (16476.680000 sec): 3 clusters
  Score: Raw -1382294.945550 + Penalty 3070.092881 = -1379224.852669
  nChanged 58
		SP:Iteration 104Q (16476.710000 sec): 3 clusters
  Score: Raw -1382313.094875 + Penalty 3070.092881 = -1379243.001993
  nChanged 63
		SP:Iteration 105Q (16476.740000 sec): 3 clusters
  Score: Raw -1382333.229937 + Penalty 3070.092881 = -1379263.137055
  nChanged 63
		SP:Iteration 106Q (16476.760000 sec): 3 clusters
  Score: Raw -1382352.694945 + Penalty 3070.092881 = -1379282.602063
  nChanged 65
		SP:Iteration 107Q (16476.790000 sec): 3 clusters
  Score: Raw -1382379.339984 + Penalty 3070.092881 = -1379309.247103
  nChanged 68
		SP:Iteration 108Q (16476.820000 sec): 3 clusters
  Score: Raw -1382401.420881 + Penalty 3070.092881 = -1379331.328000
  nChanged 76
		SP:Iteration 109Q (16476.840000 sec): 3 clusters
  Score: Raw -1382422.404063 + Penalty 3070.092881 = -1379352.311182
  nChanged 61
		SP:Iteration 110Q (16476.870000 sec): 3 clusters
  Score: Raw -1382440.431948 + Penalty 3070.092881 = -1379370.339067
  nChanged 64
		SP:Iteration 111Q (16476.900000 sec): 3 clusters
  Score: Raw -1382457.509676 + Penalty 3070.092881 = -1379387.416795
  nChanged 53
		SP:Iteration 112Q (16476.930000 sec): 3 clusters
  Score: Raw -1382470.644145 + Penalty 3070.092881 = -1379400.551264
  nChanged 43
		SP:Iteration 113Q (16476.960000 sec): 3 clusters
  Score: Raw -1382483.809470 + Penalty 3070.092881 = -1379413.716589
  nChanged 48
		SP:Iteration 114Q (16476.980000 sec): 3 clusters
  Score: Raw -1382497.500653 + Penalty 3070.092881 = -1379427.407772
  nChanged 59
		SP:Iteration 115Q (16477.010000 sec): 3 clusters
  Score: Raw -1382512.935096 + Penalty 3070.092881 = -1379442.842215
  nChanged 45
		SP:Iteration 116Q (16477.040000 sec): 3 clusters
  Score: Raw -1382526.126305 + Penalty 3070.092881 = -1379456.033424
  nChanged 30
		SP:Iteration 117Q (16477.060000 sec): 3 clusters
  Score: Raw -1382535.211824 + Penalty 3070.092881 = -1379465.118942
  nChanged 27
		SP:Iteration 118Q (16477.090000 sec): 3 clusters
  Score: Raw -1382544.763312 + Penalty 3070.092881 = -1379474.670431
  nChanged 32
		SP:Iteration 119Q (16477.120000 sec): 3 clusters
  Score: Raw -1382551.055399 + Penalty 3070.092881 = -1379480.962517
  nChanged 23
		SP:Iteration 120F (16477.150000 sec): 3 clusters
  Score: Raw -1382557.952694 + Penalty 3070.092881 = -1379487.859813
  nChanged 27
		SP:Iteration 121Q (16477.180000 sec): 3 clusters
  Score: Raw -1382564.410557 + Penalty 3070.092881 = -1379494.317675
  nChanged 27
		SP:Iteration 122Q (16477.200000 sec): 3 clusters
  Score: Raw -1382571.190226 + Penalty 3070.092881 = -1379501.097345
  nChanged 24
		SP:Iteration 123Q (16477.230000 sec): 3 clusters
  Score: Raw -1382577.952638 + Penalty 3070.092881 = -1379507.859756
  nChanged 26
		SP:Iteration 124Q (16477.260000 sec): 3 clusters
  Score: Raw -1382584.029559 + Penalty 3070.092881 = -1379513.936677
  nChanged 16
		SP:Iteration 125Q (16477.280000 sec): 3 clusters
  Score: Raw -1382587.876164 + Penalty 3070.092881 = -1379517.783283
  nChanged 15
		SP:Iteration 126Q (16477.310000 sec): 3 clusters
  Score: Raw -1382591.940568 + Penalty 3070.092881 = -1379521.847686
  nChanged 18
		SP:Iteration 127Q (16477.340000 sec): 3 clusters
  Score: Raw -1382596.198626 + Penalty 3070.092881 = -1379526.105745
  nChanged 17
		SP:Iteration 128Q (16477.360000 sec): 3 clusters
  Score: Raw -1382599.992192 + Penalty 3070.092881 = -1379529.899311
  nChanged 11
		SP:Iteration 129Q (16477.390000 sec): 3 clusters
  Score: Raw -1382602.091991 + Penalty 3070.092881 = -1379531.999110
  nChanged 8
		SP:Iteration 130Q (16477.420000 sec): 3 clusters
  Score: Raw -1382604.494768 + Penalty 3070.092881 = -1379534.401887
  nChanged 15
		SP:Iteration 131Q (16477.440000 sec): 3 clusters
  Score: Raw -1382608.811566 + Penalty 3070.092881 = -1379538.718685
  nChanged 18
		SP:Iteration 132Q (16477.470000 sec): 3 clusters
  Score: Raw -1382613.601749 + Penalty 3070.092881 = -1379543.508867
  nChanged 21
		SP:Iteration 133Q (16477.490000 sec): 3 clusters
  Score: Raw -1382620.194582 + Penalty 3070.092881 = -1379550.101701
  nChanged 19
		SP:Iteration 134Q (16477.520000 sec): 3 clusters
  Score: Raw -1382624.372360 + Penalty 3070.092881 = -1379554.279478
  nChanged 18
		SP:Iteration 135Q (16477.540000 sec): 3 clusters
  Score: Raw -1382629.338373 + Penalty 3070.092881 = -1379559.245492
  nChanged 15
		SP:Iteration 136Q (16477.570000 sec): 3 clusters
  Score: Raw -1382633.062584 + Penalty 3070.092881 = -1379562.969703
  nChanged 11
		SP:Iteration 137Q (16477.600000 sec): 3 clusters
  Score: Raw -1382636.658209 + Penalty 3070.092881 = -1379566.565327
  nChanged 10
		SP:Iteration 138Q (16477.620000 sec): 3 clusters
  Score: Raw -1382639.924229 + Penalty 3070.092881 = -1379569.831348
  nChanged 10
		SP:Iteration 139Q (16477.650000 sec): 3 clusters
  Score: Raw -1382643.234146 + Penalty 3070.092881 = -1379573.141265
  nChanged 19
		SP:Iteration 140F (16477.680000 sec): 3 clusters
  Score: Raw -1382649.512194 + Penalty 3070.092881 = -1379579.419312
  nChanged 24
		SP:Iteration 141Q (16477.710000 sec): 3 clusters
  Score: Raw -1382657.310556 + Penalty 3070.092881 = -1379587.217675
  nChanged 17
		SP:Iteration 142Q (16477.740000 sec): 3 clusters
  Score: Raw -1382662.100507 + Penalty 3070.092881 = -1379592.007626
  nChanged 17
		SP:Iteration 143Q (16477.760000 sec): 3 clusters
  Score: Raw -1382668.009425 + Penalty 3070.092881 = -1379597.916544
  nChanged 22
		SP:Iteration 144Q (16477.790000 sec): 3 clusters
  Score: Raw -1382677.753134 + Penalty 3070.092881 = -1379607.660253
  nChanged 20
		SP:Iteration 145Q (16477.810000 sec): 3 clusters
  Score: Raw -1382683.534349 + Penalty 3070.092881 = -1379613.441468
  nChanged 12
		SP:Iteration 146Q (16477.840000 sec): 3 clusters
  Score: Raw -1382688.222950 + Penalty 3070.092881 = -1379618.130069
  nChanged 14
		SP:Iteration 147Q (16477.860000 sec): 3 clusters
  Score: Raw -1382691.852721 + Penalty 3070.092881 = -1379621.759840
  nChanged 15
		SP:Iteration 148Q (16477.890000 sec): 3 clusters
  Score: Raw -1382695.633818 + Penalty 3070.092881 = -1379625.540936
  nChanged 10
		SP:Iteration 149Q (16477.920000 sec): 3 clusters
  Score: Raw -1382698.692173 + Penalty 3070.092881 = -1379628.599292
  nChanged 10
		SP:Iteration 150Q (16477.940000 sec): 3 clusters
  Score: Raw -1382701.187533 + Penalty 3070.092881 = -1379631.094652
  nChanged 8
		SP:Iteration 151Q (16477.970000 sec): 3 clusters
  Score: Raw -1382704.101380 + Penalty 3070.092881 = -1379634.008499
  nChanged 6
		SP:Iteration 152Q (16477.990000 sec): 3 clusters
  Score: Raw -1382705.644809 + Penalty 3070.092881 = -1379635.551928
  nChanged 5
		SP:Iteration 153Q (16478.020000 sec): 3 clusters
  Score: Raw -1382706.531630 + Penalty 3070.092881 = -1379636.438749
  nChanged 5
		SP:Iteration 154Q (16478.040000 sec): 3 clusters
  Score: Raw -1382707.628687 + Penalty 3070.092881 = -1379637.535806
  nChanged 4
		SP:Iteration 155Q (16478.070000 sec): 3 clusters
  Score: Raw -1382708.556755 + Penalty 3070.092881 = -1379638.463874
  nChanged 7
		SP:Iteration 156Q (16478.090000 sec): 3 clusters
  Score: Raw -1382710.180070 + Penalty 3070.092881 = -1379640.087189
  nChanged 4
		SP:Iteration 157Q (16478.120000 sec): 3 clusters
  Score: Raw -1382711.537836 + Penalty 3070.092881 = -1379641.444955
  nChanged 7
		SP:Iteration 158Q (16478.140000 sec): 3 clusters
  Score: Raw -1382714.214438 + Penalty 3070.092881 = -1379644.121556
  nChanged 9
		SP:Iteration 159Q (16478.170000 sec): 3 clusters
  Score: Raw -1382717.460670 + Penalty 3070.092881 = -1379647.367789
  nChanged 12
		SP:Iteration 160F (16478.200000 sec): 3 clusters
  Score: Raw -1382721.606740 + Penalty 3070.092881 = -1379651.513859
  nChanged 9
		SP:Iteration 161Q (16478.230000 sec): 3 clusters
  Score: Raw -1382723.738599 + Penalty 3070.092881 = -1379653.645718
  nChanged 4
		SP:Iteration 162Q (16478.260000 sec): 3 clusters
  Score: Raw -1382724.987718 + Penalty 3070.092881 = -1379654.894837
  nChanged 4
		SP:Iteration 163Q (16478.280000 sec): 3 clusters
  Score: Raw -1382725.847288 + Penalty 3070.092881 = -1379655.754407
  nChanged 4
		SP:Iteration 164Q (16478.300000 sec): 3 clusters
  Score: Raw -1382727.333364 + Penalty 3070.092881 = -1379657.240483
  nChanged 5
		SP:Iteration 165Q (16478.330000 sec): 3 clusters
  Score: Raw -1382729.394739 + Penalty 3070.092881 = -1379659.301857
  nChanged 12
		SP:Iteration 166Q (16478.360000 sec): 3 clusters
  Score: Raw -1382733.538677 + Penalty 3070.092881 = -1379663.445796
  nChanged 12
		SP:Iteration 167Q (16478.380000 sec): 3 clusters
  Score: Raw -1382736.455297 + Penalty 3070.092881 = -1379666.362416
  nChanged 10
		SP:Iteration 168Q (16478.410000 sec): 3 clusters
  Score: Raw -1382739.573063 + Penalty 3070.092881 = -1379669.480182
  nChanged 8
		SP:Iteration 169Q (16478.430000 sec): 3 clusters
  Score: Raw -1382742.265533 + Penalty 3070.092881 = -1379672.172652
  nChanged 6
		SP:Iteration 170Q (16478.460000 sec): 3 clusters
  Score: Raw -1382743.780852 + Penalty 3070.092881 = -1379673.687971
  nChanged 7
		SP:Iteration 171Q (16478.480000 sec): 3 clusters
  Score: Raw -1382745.540153 + Penalty 3070.092881 = -1379675.447272
  nChanged 5
		SP:Iteration 172Q (16478.510000 sec): 3 clusters
  Score: Raw -1382746.980431 + Penalty 3070.092881 = -1379676.887550
  nChanged 8
		SP:Iteration 173Q (16478.540000 sec): 3 clusters
  Score: Raw -1382749.036698 + Penalty 3070.092881 = -1379678.943817
  nChanged 7
		SP:Iteration 174Q (16478.560000 sec): 3 clusters
  Score: Raw -1382751.563089 + Penalty 3070.092881 = -1379681.470208
  nChanged 5
		SP:Iteration 175Q (16478.580000 sec): 3 clusters
  Score: Raw -1382754.183933 + Penalty 3070.092881 = -1379684.091052
  nChanged 8
		SP:Iteration 176Q (16478.610000 sec): 3 clusters
  Score: Raw -1382757.064745 + Penalty 3070.092881 = -1379686.971863
  nChanged 8
		SP:Iteration 177Q (16478.640000 sec): 3 clusters
  Score: Raw -1382759.169462 + Penalty 3070.092881 = -1379689.076580
  nChanged 7
		SP:Iteration 178Q (16478.660000 sec): 3 clusters
  Score: Raw -1382760.667009 + Penalty 3070.092881 = -1379690.574128
  nChanged 3
		SP:Iteration 179Q (16478.680000 sec): 3 clusters
  Score: Raw -1382761.332654 + Penalty 3070.092881 = -1379691.239772
  nChanged 2
		SP:Iteration 180F (16478.720000 sec): 3 clusters
  Score: Raw -1382761.888271 + Penalty 3070.092881 = -1379691.795390
  nChanged 3
		SP:Iteration 181Q (16478.740000 sec): 3 clusters
  Score: Raw -1382762.625698 + Penalty 3070.092881 = -1379692.532817
  nChanged 3
		SP:Iteration 182Q (16478.770000 sec): 3 clusters
  Score: Raw -1382763.953958 + Penalty 3070.092881 = -1379693.861077
  nChanged 6
		SP:Iteration 183Q (16478.790000 sec): 3 clusters
  Score: Raw -1382765.124521 + Penalty 3070.092881 = -1379695.031640
  nChanged 5
		SP:Iteration 184Q (16478.820000 sec): 3 clusters
  Score: Raw -1382766.753397 + Penalty 3070.092881 = -1379696.660516
  nChanged 7
		SP:Iteration 185Q (16478.840000 sec): 3 clusters
  Score: Raw -1382768.684453 + Penalty 3070.092881 = -1379698.591572
  nChanged 7
		SP:Iteration 186Q (16478.860000 sec): 3 clusters
  Score: Raw -1382770.508420 + Penalty 3070.092881 = -1379700.415539
  nChanged 10
		SP:Iteration 187Q (16478.890000 sec): 3 clusters
  Score: Raw -1382773.021569 + Penalty 3070.092881 = -1379702.928688
  nChanged 8
		SP:Iteration 188Q (16478.920000 sec): 3 clusters
  Score: Raw -1382775.265324 + Penalty 3070.092881 = -1379705.172443
  nChanged 5
		SP:Iteration 189Q (16478.940000 sec): 3 clusters
  Score: Raw -1382777.006992 + Penalty 3070.092881 = -1379706.914111
  nChanged 6
		SP:Iteration 190Q (16478.960000 sec): 3 clusters
  Score: Raw -1382778.896087 + Penalty 3070.092881 = -1379708.803205
  nChanged 4
		SP:Iteration 191Q (16478.990000 sec): 3 clusters
  Score: Raw -1382780.074883 + Penalty 3070.092881 = -1379709.982002
  nChanged 1
		SP:Iteration 192Q (16479.010000 sec): 3 clusters
  Score: Raw -1382780.227795 + Penalty 3070.092881 = -1379710.134914
  nChanged 0
		SP:Iteration 193F (16479.040000 sec): 3 clusters
  Score: Raw -1382780.227795 + Penalty 3070.092881 = -1379710.134914
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16479.060000 sec): 2 clusters
  Score: Raw -118309.213355 + Penalty 1147.048200 = -117162.165155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16479.060000 sec): 3 clusters
  Score: Raw -117883.093579 + Penalty 2294.096400 = -115588.997179
  nChanged 386
		SP:Iteration 1F (16479.060000 sec): 3 clusters
  Score: Raw -118255.825804 + Penalty 2294.096400 = -115961.729404
  nChanged 113
		SP:Iteration 2F (16479.060000 sec): 3 clusters
  Score: Raw -118416.804830 + Penalty 2294.096400 = -116122.708430
  nChanged 71
		SP:Iteration 3F (16479.070000 sec): 3 clusters
  Score: Raw -118518.402574 + Penalty 2294.096400 = -116224.306175
  nChanged 49
		SP:Iteration 4Q (16479.070000 sec): 3 clusters
  Score: Raw -118578.265968 + Penalty 2294.096400 = -116284.169569
  nChanged 27
		SP:Iteration 5Q (16479.070000 sec): 3 clusters
  Score: Raw -118598.471231 + Penalty 2294.096400 = -116304.374831
  nChanged 12
		SP:Iteration 6Q (16479.080000 sec): 3 clusters
  Score: Raw -118605.023454 + Penalty 2294.096400 = -116310.927055
  nChanged 10
		SP:Iteration 7Q (16479.080000 sec): 3 clusters
  Score: Raw -118611.997310 + Penalty 2294.096400 = -116317.900910
  nChanged 4
		SP:Iteration 8Q (16479.080000 sec): 3 clusters
  Score: Raw -118616.102659 + Penalty 2294.096400 = -116322.006259
  nChanged 5
		SP:Iteration 9Q (16479.080000 sec): 3 clusters
  Score: Raw -118624.899406 + Penalty 2294.096400 = -116330.803007
  nChanged 5
		SP:Iteration 10Q (16479.090000 sec): 3 clusters
  Score: Raw -118631.395683 + Penalty 2294.096400 = -116337.299284
  nChanged 8
		SP:Iteration 11Q (16479.090000 sec): 3 clusters
  Score: Raw -118637.283142 + Penalty 2294.096400 = -116343.186743
  nChanged 3
		SP:Iteration 12Q (16479.090000 sec): 3 clusters
  Score: Raw -118639.923504 + Penalty 2294.096400 = -116345.827104
  nChanged 1
		SP:Iteration 13Q (16479.100000 sec): 3 clusters
  Score: Raw -118640.572091 + Penalty 2294.096400 = -116346.475692
  nChanged 0
		SP:Iteration 14F (16479.100000 sec): 3 clusters
  Score: Raw -118640.572091 + Penalty 2294.096400 = -116346.475692
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16479.100000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16479.100000 sec): 3 clusters
  Score: Raw -69611.100176 + Penalty 2094.342658 = -67516.757517
  nChanged 182
		SP:Iteration 1F (16479.110000 sec): 3 clusters
  Score: Raw -69888.390620 + Penalty 2094.342658 = -67794.047962
  nChanged 45
		SP:Iteration 2F (16479.110000 sec): 3 clusters
  Score: Raw -69989.581070 + Penalty 2094.342658 = -67895.238412
  nChanged 28
		SP:Iteration 3Q (16479.110000 sec): 3 clusters
  Score: Raw -70051.977486 + Penalty 2094.342658 = -67957.634828
  nChanged 20
		SP:Iteration 4Q (16479.110000 sec): 3 clusters
  Score: Raw -70097.720487 + Penalty 2094.342658 = -68003.377828
  nChanged 15
		SP:Iteration 5Q (16479.110000 sec): 3 clusters
  Score: Raw -70124.556072 + Penalty 2094.342658 = -68030.213413
  nChanged 9
		SP:Iteration 6Q (16479.120000 sec): 3 clusters
  Score: Raw -70148.678234 + Penalty 2094.342658 = -68054.335575
  nChanged 9
		SP:Iteration 7Q (16479.120000 sec): 3 clusters
  Score: Raw -70164.442484 + Penalty 2094.342658 = -68070.099825
  nChanged 4
		SP:Iteration 8Q (16479.120000 sec): 3 clusters
  Score: Raw -70169.115814 + Penalty 2094.342658 = -68074.773156
  nChanged 2
		SP:Iteration 9Q (16479.120000 sec): 3 clusters
  Score: Raw -70172.262752 + Penalty 2094.342658 = -68077.920094
  nChanged 5
		SP:Iteration 10Q (16479.120000 sec): 3 clusters
  Score: Raw -70185.852745 + Penalty 2094.342658 = -68091.510087
  nChanged 6
		SP:Iteration 11Q (16479.120000 sec): 3 clusters
  Score: Raw -70198.791754 + Penalty 2094.342658 = -68104.449096
  nChanged 11
		SP:Iteration 12Q (16479.120000 sec): 3 clusters
  Score: Raw -70226.299155 + Penalty 2094.342658 = -68131.956497
  nChanged 5
		SP:Iteration 13Q (16479.120000 sec): 3 clusters
  Score: Raw -70240.095758 + Penalty 2094.342658 = -68145.753100
  nChanged 9
		SP:Iteration 14Q (16479.120000 sec): 3 clusters
  Score: Raw -70258.801083 + Penalty 2094.342658 = -68164.458424
  nChanged 8
		SP:Iteration 15Q (16479.130000 sec): 3 clusters
  Score: Raw -70275.775133 + Penalty 2094.342658 = -68181.432475
  nChanged 11
		SP:Iteration 16Q (16479.130000 sec): 3 clusters
  Score: Raw -70300.726262 + Penalty 2094.342658 = -68206.383604
  nChanged 9
		SP:Iteration 17Q (16479.130000 sec): 3 clusters
  Score: Raw -70321.697235 + Penalty 2094.342658 = -68227.354577
  nChanged 5
		SP:Iteration 18Q (16479.130000 sec): 3 clusters
  Score: Raw -70339.143626 + Penalty 2094.342658 = -68244.800968
  nChanged 5
		SP:Iteration 19Q (16479.130000 sec): 3 clusters
  Score: Raw -70363.532071 + Penalty 2094.342658 = -68269.189412
  nChanged 5
		SP:Iteration 20F (16479.130000 sec): 3 clusters
  Score: Raw -70377.011349 + Penalty 2094.342658 = -68282.668691
  nChanged 4
		SP:Iteration 21Q (16479.140000 sec): 3 clusters
  Score: Raw -70386.827478 + Penalty 2094.342658 = -68292.484819
  nChanged 6
		SP:Iteration 22Q (16479.140000 sec): 3 clusters
  Score: Raw -70407.515661 + Penalty 2094.342658 = -68313.173003
  nChanged 5
		SP:Iteration 23Q (16479.140000 sec): 3 clusters
  Score: Raw -70423.143032 + Penalty 2094.342658 = -68328.800373
  nChanged 3
		SP:Iteration 24Q (16479.140000 sec): 3 clusters
  Score: Raw -70436.407572 + Penalty 2094.342658 = -68342.064914
  nChanged 3
		SP:Iteration 25Q (16479.140000 sec): 3 clusters
  Score: Raw -70441.456322 + Penalty 2094.342658 = -68347.113664
  nChanged 1
		SP:Iteration 26Q (16479.140000 sec): 3 clusters
  Score: Raw -70443.412248 + Penalty 2094.342658 = -68349.069589
  nChanged 0
		SP:Iteration 27F (16479.140000 sec): 3 clusters
  Score: Raw -70443.412248 + Penalty 2094.342658 = -68349.069589
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16480.580000 sec): 2 clusters
  Score: Raw -58067606.602357 + Penalty 2131.340379 = -58065475.261978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16481.900000 sec): 3 clusters
  Score: Raw -57733752.350814 + Penalty 4262.680759 = -57729489.670055
  nChanged 243118
		SP:Iteration 1F (16483.230000 sec): 3 clusters
  Score: Raw -57882364.646922 + Penalty 4262.680759 = -57878101.966163
  nChanged 17921
		SP:Iteration 2Q (16484.610000 sec): 3 clusters
  Score: Raw -57888089.917866 + Penalty 4262.680759 = -57883827.237107
  nChanged 23993
		SP:Iteration 3Q (16485.980000 sec): 3 clusters
  Score: Raw -57898695.888956 + Penalty 4262.680759 = -57894433.208197
  nChanged 31963
		SP:Iteration 4F (16487.320000 sec): 3 clusters
  Score: Raw -57917854.878298 + Penalty 4262.680759 = -57913592.197539
  nChanged 39814
		SP:Iteration 5F (16488.620000 sec): 3 clusters
  Score: Raw -57948307.357829 + Penalty 4262.680759 = -57944044.677070
  nChanged 43555
		SP:Iteration 6F (16489.930000 sec): 3 clusters
  Score: Raw -57988163.166971 + Penalty 4262.680759 = -57983900.486212
  nChanged 38460
		SP:Iteration 7F (16491.220000 sec): 3 clusters
  Score: Raw -58026548.913664 + Penalty 4262.680759 = -58022286.232905
  nChanged 25373
		SP:Iteration 8F (16492.520000 sec): 3 clusters
  Score: Raw -58052104.907942 + Penalty 4262.680759 = -58047842.227183
  nChanged 11628
		SP:Iteration 9Q (16493.730000 sec): 3 clusters
  Score: Raw -58063137.898532 + Penalty 4262.680759 = -58058875.217773
  nChanged 3754
		SP:Iteration 10Q (16494.780000 sec): 3 clusters
  Score: Raw -58066495.635960 + Penalty 4262.680759 = -58062232.955201
  nChanged 998
		SP:Iteration 11Q (16495.750000 sec): 3 clusters
  Score: Raw -58067402.229543 + Penalty 4262.680759 = -58063139.548784
  nChanged 234
		SP:Iteration 12Q (16496.680000 sec): 3 clusters
  Score: Raw -58067643.017858 + Penalty 4262.680759 = -58063380.337099
  nChanged 66
		SP:Iteration 13Q (16497.600000 sec): 3 clusters
  Score: Raw -58067740.972081 + Penalty 4262.680759 = -58063478.291322
  nChanged 37
		SP:Iteration 14Q (16498.500000 sec): 3 clusters
  Score: Raw -58067791.230437 + Penalty 4262.680759 = -58063528.549678
  nChanged 19
		SP:Iteration 15Q (16499.410000 sec): 3 clusters
  Score: Raw -58067822.562918 + Penalty 4262.680759 = -58063559.882159
  nChanged 8
		SP:Iteration 16Q (16500.320000 sec): 3 clusters
  Score: Raw -58067832.872346 + Penalty 4262.680759 = -58063570.191587
  nChanged 7
		SP:Iteration 17Q (16501.230000 sec): 3 clusters
  Score: Raw -58067841.648400 + Penalty 4262.680759 = -58063578.967641
  nChanged 4
		SP:Iteration 18Q (16502.150000 sec): 3 clusters
  Score: Raw -58067847.876708 + Penalty 4262.680759 = -58063585.195949
  nChanged 4
		SP:Iteration 19Q (16503.050000 sec): 3 clusters
  Score: Raw -58067853.458510 + Penalty 4262.680759 = -58063590.777752
  nChanged 4
		SP:Iteration 20F (16504.340000 sec): 3 clusters
  Score: Raw -58067857.607772 + Penalty 4262.680759 = -58063594.927014
  nChanged 4
		SP:Iteration 21Q (16505.240000 sec): 3 clusters
  Score: Raw -58067864.005847 + Penalty 4262.680759 = -58063601.325088
  nChanged 1
		SP:Iteration 22Q (16506.140000 sec): 3 clusters
  Score: Raw -58067865.835514 + Penalty 4262.680759 = -58063603.154755
  nChanged 2
		SP:Iteration 23Q (16507.050000 sec): 3 clusters
  Score: Raw -58067870.747990 + Penalty 4262.680759 = -58063608.067231
  nChanged 2
		SP:Iteration 24Q (16507.970000 sec): 3 clusters
  Score: Raw -58067873.298093 + Penalty 4262.680759 = -58063610.617334
  nChanged 3
		SP:Iteration 25Q (16508.880000 sec): 3 clusters
  Score: Raw -58067879.792606 + Penalty 4262.680759 = -58063617.111847
  nChanged 3
		SP:Iteration 26Q (16509.800000 sec): 3 clusters
  Score: Raw -58067882.876741 + Penalty 4262.680759 = -58063620.195982
  nChanged 2
		SP:Iteration 27Q (16510.720000 sec): 3 clusters
  Score: Raw -58067883.966537 + Penalty 4262.680759 = -58063621.285778
  nChanged 0
		SP:Iteration 28F (16512.000000 sec): 3 clusters
  Score: Raw -58067883.966537 + Penalty 4262.680759 = -58063621.285778
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16512.270000 sec): 2 clusters
  Score: Raw -811841.333473 + Penalty 1441.208631 = -810400.124842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16512.290000 sec): 3 clusters
  Score: Raw -808019.462182 + Penalty 2882.417262 = -805137.044920
  nChanged 3030
		SP:Iteration 1F (16512.300000 sec): 3 clusters
  Score: Raw -809641.690561 + Penalty 2882.417262 = -806759.273300
  nChanged 489
		SP:Iteration 2F (16512.320000 sec): 3 clusters
  Score: Raw -809901.106821 + Penalty 2882.417262 = -807018.689560
  nChanged 428
		SP:Iteration 3F (16512.340000 sec): 3 clusters
  Score: Raw -810143.457372 + Penalty 2882.417262 = -807261.040111
  nChanged 445
		SP:Iteration 4F (16512.360000 sec): 3 clusters
  Score: Raw -810459.746158 + Penalty 2882.417262 = -807577.328897
  nChanged 488
		SP:Iteration 5F (16512.370000 sec): 3 clusters
  Score: Raw -810836.347892 + Penalty 2882.417262 = -807953.930630
  nChanged 461
		SP:Iteration 6F (16512.390000 sec): 3 clusters
  Score: Raw -811184.802898 + Penalty 2882.417262 = -808302.385636
  nChanged 400
		SP:Iteration 7F (16512.410000 sec): 3 clusters
  Score: Raw -811458.733582 + Penalty 2882.417262 = -808576.316321
  nChanged 331
		SP:Iteration 8Q (16512.430000 sec): 3 clusters
  Score: Raw -811640.664235 + Penalty 2882.417262 = -808758.246973
  nChanged 218
		SP:Iteration 9Q (16512.450000 sec): 3 clusters
  Score: Raw -811734.241694 + Penalty 2882.417262 = -808851.824432
  nChanged 142
		SP:Iteration 10Q (16512.460000 sec): 3 clusters
  Score: Raw -811793.028747 + Penalty 2882.417262 = -808910.611486
  nChanged 97
		SP:Iteration 11Q (16512.480000 sec): 3 clusters
  Score: Raw -811824.799482 + Penalty 2882.417262 = -808942.382220
  nChanged 75
		SP:Iteration 12Q (16512.500000 sec): 3 clusters
  Score: Raw -811849.313013 + Penalty 2882.417262 = -808966.895751
  nChanged 61
		SP:Iteration 13Q (16512.520000 sec): 3 clusters
  Score: Raw -811867.886468 + Penalty 2882.417262 = -808985.469207
  nChanged 46
		SP:Iteration 14Q (16512.530000 sec): 3 clusters
  Score: Raw -811879.061071 + Penalty 2882.417262 = -808996.643809
  nChanged 39
		SP:Iteration 15Q (16512.550000 sec): 3 clusters
  Score: Raw -811889.327899 + Penalty 2882.417262 = -809006.910637
  nChanged 35
		SP:Iteration 16Q (16512.570000 sec): 3 clusters
  Score: Raw -811898.100708 + Penalty 2882.417262 = -809015.683447
  nChanged 25
		SP:Iteration 17Q (16512.590000 sec): 3 clusters
  Score: Raw -811904.655916 + Penalty 2882.417262 = -809022.238655
  nChanged 18
		SP:Iteration 18Q (16512.610000 sec): 3 clusters
  Score: Raw -811909.878321 + Penalty 2882.417262 = -809027.461060
  nChanged 21
		SP:Iteration 19Q (16512.620000 sec): 3 clusters
  Score: Raw -811914.857908 + Penalty 2882.417262 = -809032.440646
  nChanged 15
		SP:Iteration 20F (16512.640000 sec): 3 clusters
  Score: Raw -811917.849878 + Penalty 2882.417262 = -809035.432617
  nChanged 12
		SP:Iteration 21Q (16512.660000 sec): 3 clusters
  Score: Raw -811921.183633 + Penalty 2882.417262 = -809038.766371
  nChanged 15
		SP:Iteration 22Q (16512.680000 sec): 3 clusters
  Score: Raw -811924.545297 + Penalty 2882.417262 = -809042.128035
  nChanged 12
		SP:Iteration 23Q (16512.690000 sec): 3 clusters
  Score: Raw -811926.898236 + Penalty 2882.417262 = -809044.480974
  nChanged 9
		SP:Iteration 24Q (16512.710000 sec): 3 clusters
  Score: Raw -811928.285602 + Penalty 2882.417262 = -809045.868341
  nChanged 8
		SP:Iteration 25Q (16512.730000 sec): 3 clusters
  Score: Raw -811929.327720 + Penalty 2882.417262 = -809046.910459
  nChanged 6
		SP:Iteration 26Q (16512.750000 sec): 3 clusters
  Score: Raw -811930.401860 + Penalty 2882.417262 = -809047.984598
  nChanged 4
		SP:Iteration 27Q (16512.770000 sec): 3 clusters
  Score: Raw -811931.136505 + Penalty 2882.417262 = -809048.719243
  nChanged 5
		SP:Iteration 28Q (16512.780000 sec): 3 clusters
  Score: Raw -811932.100365 + Penalty 2882.417262 = -809049.683104
  nChanged 5
		SP:Iteration 29Q (16512.800000 sec): 3 clusters
  Score: Raw -811933.443091 + Penalty 2882.417262 = -809051.025830
  nChanged 10
		SP:Iteration 30Q (16512.820000 sec): 3 clusters
  Score: Raw -811935.159700 + Penalty 2882.417262 = -809052.742438
  nChanged 2
		SP:Iteration 31Q (16512.840000 sec): 3 clusters
  Score: Raw -811935.476515 + Penalty 2882.417262 = -809053.059254
  nChanged 1
		SP:Iteration 32Q (16512.850000 sec): 3 clusters
  Score: Raw -811935.605079 + Penalty 2882.417262 = -809053.187817
  nChanged 2
		SP:Iteration 33Q (16512.870000 sec): 3 clusters
  Score: Raw -811935.995120 + Penalty 2882.417262 = -809053.577859
  nChanged 3
		SP:Iteration 34Q (16512.890000 sec): 3 clusters
  Score: Raw -811936.620908 + Penalty 2882.417262 = -809054.203647
  nChanged 5
		SP:Iteration 35Q (16512.910000 sec): 3 clusters
  Score: Raw -811937.515594 + Penalty 2882.417262 = -809055.098332
  nChanged 3
		SP:Iteration 36Q (16512.930000 sec): 3 clusters
  Score: Raw -811938.152878 + Penalty 2882.417262 = -809055.735617
  nChanged 4
		SP:Iteration 37Q (16512.950000 sec): 3 clusters
  Score: Raw -811939.242506 + Penalty 2882.417262 = -809056.825244
  nChanged 2
		SP:Iteration 38Q (16512.960000 sec): 3 clusters
  Score: Raw -811939.886229 + Penalty 2882.417262 = -809057.468967
  nChanged 3
		SP:Iteration 39Q (16512.980000 sec): 3 clusters
  Score: Raw -811940.525848 + Penalty 2882.417262 = -809058.108587
  nChanged 3
		SP:Iteration 40F (16513.000000 sec): 3 clusters
  Score: Raw -811941.134593 + Penalty 2882.417262 = -809058.717332
  nChanged 4
		SP:Iteration 41Q (16513.010000 sec): 3 clusters
  Score: Raw -811942.591388 + Penalty 2882.417262 = -809060.174127
  nChanged 5
		SP:Iteration 42Q (16513.030000 sec): 3 clusters
  Score: Raw -811943.771662 + Penalty 2882.417262 = -809061.354400
  nChanged 3
		SP:Iteration 43Q (16513.050000 sec): 3 clusters
  Score: Raw -811944.307974 + Penalty 2882.417262 = -809061.890712
  nChanged 2
		SP:Iteration 44Q (16513.070000 sec): 3 clusters
  Score: Raw -811944.539095 + Penalty 2882.417262 = -809062.121833
  nChanged 0
		SP:Iteration 45F (16513.090000 sec): 3 clusters
  Score: Raw -811944.539095 + Penalty 2882.417262 = -809062.121833
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16513.110000 sec): 2 clusters
  Score: Raw -1060542.834495 + Penalty 1480.531313 = -1059062.303182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16513.140000 sec): 3 clusters
  Score: Raw -1055479.811048 + Penalty 2961.062627 = -1052518.748422
  nChanged 3914
		SP:Iteration 1F (16513.160000 sec): 3 clusters
  Score: Raw -1057511.261298 + Penalty 2961.062627 = -1054550.198672
  nChanged 510
		SP:Iteration 2F (16513.180000 sec): 3 clusters
  Score: Raw -1057720.422753 + Penalty 2961.062627 = -1054759.360126
  nChanged 447
		SP:Iteration 3Q (16513.210000 sec): 3 clusters
  Score: Raw -1057896.411435 + Penalty 2961.062627 = -1054935.348809
  nChanged 362
		SP:Iteration 4Q (16513.230000 sec): 3 clusters
  Score: Raw -1058045.500004 + Penalty 2961.062627 = -1055084.437377
  nChanged 355
		SP:Iteration 5Q (16513.250000 sec): 3 clusters
  Score: Raw -1058224.175047 + Penalty 2961.062627 = -1055263.112420
  nChanged 339
		SP:Iteration 6Q (16513.270000 sec): 3 clusters
  Score: Raw -1058400.325524 + Penalty 2961.062627 = -1055439.262897
  nChanged 373
		SP:Iteration 7Q (16513.300000 sec): 3 clusters
  Score: Raw -1058628.263546 + Penalty 2961.062627 = -1055667.200919
  nChanged 380
		SP:Iteration 8Q (16513.320000 sec): 3 clusters
  Score: Raw -1058869.515263 + Penalty 2961.062627 = -1055908.452636
  nChanged 414
		SP:Iteration 9Q (16513.340000 sec): 3 clusters
  Score: Raw -1059128.675740 + Penalty 2961.062627 = -1056167.613114
  nChanged 410
		SP:Iteration 10Q (16513.370000 sec): 3 clusters
  Score: Raw -1059395.145773 + Penalty 2961.062627 = -1056434.083146
  nChanged 430
		SP:Iteration 11Q (16513.390000 sec): 3 clusters
  Score: Raw -1059653.911678 + Penalty 2961.062627 = -1056692.849052
  nChanged 378
		SP:Iteration 12Q (16513.410000 sec): 3 clusters
  Score: Raw -1059823.995625 + Penalty 2961.062627 = -1056862.932999
  nChanged 267
		SP:Iteration 13Q (16513.430000 sec): 3 clusters
  Score: Raw -1059934.951728 + Penalty 2961.062627 = -1056973.889102
  nChanged 205
		SP:Iteration 14Q (16513.450000 sec): 3 clusters
  Score: Raw -1060003.355114 + Penalty 2961.062627 = -1057042.292487
  nChanged 165
		SP:Iteration 15Q (16513.470000 sec): 3 clusters
  Score: Raw -1060048.623871 + Penalty 2961.062627 = -1057087.561244
  nChanged 117
		SP:Iteration 16Q (16513.500000 sec): 3 clusters
  Score: Raw -1060081.103499 + Penalty 2961.062627 = -1057120.040872
  nChanged 101
		SP:Iteration 17Q (16513.520000 sec): 3 clusters
  Score: Raw -1060103.913138 + Penalty 2961.062627 = -1057142.850512
  nChanged 85
		SP:Iteration 18Q (16513.540000 sec): 3 clusters
  Score: Raw -1060120.482231 + Penalty 2961.062627 = -1057159.419604
  nChanged 74
		SP:Iteration 19Q (16513.560000 sec): 3 clusters
  Score: Raw -1060136.340567 + Penalty 2961.062627 = -1057175.277940
  nChanged 71
		SP:Iteration 20F (16513.590000 sec): 3 clusters
  Score: Raw -1060153.066888 + Penalty 2961.062627 = -1057192.004261
  nChanged 82
		SP:Iteration 21Q (16513.610000 sec): 3 clusters
  Score: Raw -1060171.256744 + Penalty 2961.062627 = -1057210.194117
  nChanged 69
		SP:Iteration 22Q (16513.630000 sec): 3 clusters
  Score: Raw -1060187.297468 + Penalty 2961.062627 = -1057226.234842
  nChanged 60
		SP:Iteration 23Q (16513.650000 sec): 3 clusters
  Score: Raw -1060198.542575 + Penalty 2961.062627 = -1057237.479949
  nChanged 54
		SP:Iteration 24Q (16513.670000 sec): 3 clusters
  Score: Raw -1060208.942771 + Penalty 2961.062627 = -1057247.880145
  nChanged 50
		SP:Iteration 25Q (16513.690000 sec): 3 clusters
  Score: Raw -1060219.750193 + Penalty 2961.062627 = -1057258.687567
  nChanged 53
		SP:Iteration 26Q (16513.710000 sec): 3 clusters
  Score: Raw -1060230.666700 + Penalty 2961.062627 = -1057269.604074
  nChanged 48
		SP:Iteration 27Q (16513.730000 sec): 3 clusters
  Score: Raw -1060239.532299 + Penalty 2961.062627 = -1057278.469672
  nChanged 56
		SP:Iteration 28Q (16513.760000 sec): 3 clusters
  Score: Raw -1060251.736802 + Penalty 2961.062627 = -1057290.674176
  nChanged 53
		SP:Iteration 29Q (16513.780000 sec): 3 clusters
  Score: Raw -1060261.577804 + Penalty 2961.062627 = -1057300.515178
  nChanged 46
		SP:Iteration 30Q (16513.800000 sec): 3 clusters
  Score: Raw -1060269.761426 + Penalty 2961.062627 = -1057308.698800
  nChanged 37
		SP:Iteration 31Q (16513.820000 sec): 3 clusters
  Score: Raw -1060276.625154 + Penalty 2961.062627 = -1057315.562528
  nChanged 34
		SP:Iteration 32Q (16513.840000 sec): 3 clusters
  Score: Raw -1060283.419844 + Penalty 2961.062627 = -1057322.357217
  nChanged 39
		SP:Iteration 33Q (16513.860000 sec): 3 clusters
  Score: Raw -1060291.500362 + Penalty 2961.062627 = -1057330.437736
  nChanged 39
		SP:Iteration 34Q (16513.890000 sec): 3 clusters
  Score: Raw -1060299.395244 + Penalty 2961.062627 = -1057338.332618
  nChanged 32
		SP:Iteration 35Q (16513.910000 sec): 3 clusters
  Score: Raw -1060304.597194 + Penalty 2961.062627 = -1057343.534567
  nChanged 29
		SP:Iteration 36Q (16513.930000 sec): 3 clusters
  Score: Raw -1060310.193234 + Penalty 2961.062627 = -1057349.130607
  nChanged 36
		SP:Iteration 37Q (16513.950000 sec): 3 clusters
  Score: Raw -1060316.066017 + Penalty 2961.062627 = -1057355.003391
  nChanged 27
		SP:Iteration 38Q (16513.970000 sec): 3 clusters
  Score: Raw -1060320.601480 + Penalty 2961.062627 = -1057359.538854
  nChanged 30
		SP:Iteration 39Q (16513.990000 sec): 3 clusters
  Score: Raw -1060325.990690 + Penalty 2961.062627 = -1057364.928063
  nChanged 34
		SP:Iteration 40F (16514.010000 sec): 3 clusters
  Score: Raw -1060332.599234 + Penalty 2961.062627 = -1057371.536608
  nChanged 27
		SP:Iteration 41Q (16514.040000 sec): 3 clusters
  Score: Raw -1060337.539355 + Penalty 2961.062627 = -1057376.476728
  nChanged 32
		SP:Iteration 42Q (16514.060000 sec): 3 clusters
  Score: Raw -1060343.269723 + Penalty 2961.062627 = -1057382.207097
  nChanged 30
		SP:Iteration 43Q (16514.080000 sec): 3 clusters
  Score: Raw -1060348.811001 + Penalty 2961.062627 = -1057387.748374
  nChanged 32
		SP:Iteration 44Q (16514.100000 sec): 3 clusters
  Score: Raw -1060354.570529 + Penalty 2961.062627 = -1057393.507902
  nChanged 33
		SP:Iteration 45Q (16514.120000 sec): 3 clusters
  Score: Raw -1060361.628032 + Penalty 2961.062627 = -1057400.565405
  nChanged 35
		SP:Iteration 46Q (16514.140000 sec): 3 clusters
  Score: Raw -1060367.737503 + Penalty 2961.062627 = -1057406.674876
  nChanged 32
		SP:Iteration 47Q (16514.160000 sec): 3 clusters
  Score: Raw -1060374.065944 + Penalty 2961.062627 = -1057413.003318
  nChanged 34
		SP:Iteration 48Q (16514.180000 sec): 3 clusters
  Score: Raw -1060380.405804 + Penalty 2961.062627 = -1057419.343177
  nChanged 27
		SP:Iteration 49Q (16514.210000 sec): 3 clusters
  Score: Raw -1060385.324438 + Penalty 2961.062627 = -1057424.261811
  nChanged 31
		SP:Iteration 50Q (16514.230000 sec): 3 clusters
  Score: Raw -1060391.795268 + Penalty 2961.062627 = -1057430.732641
  nChanged 42
		SP:Iteration 51Q (16514.250000 sec): 3 clusters
  Score: Raw -1060401.383210 + Penalty 2961.062627 = -1057440.320583
  nChanged 41
		SP:Iteration 52Q (16514.270000 sec): 3 clusters
  Score: Raw -1060411.836255 + Penalty 2961.062627 = -1057450.773629
  nChanged 48
		SP:Iteration 53Q (16514.290000 sec): 3 clusters
  Score: Raw -1060424.539356 + Penalty 2961.062627 = -1057463.476729
  nChanged 55
		SP:Iteration 54Q (16514.310000 sec): 3 clusters
  Score: Raw -1060439.056605 + Penalty 2961.062627 = -1057477.993978
  nChanged 49
		SP:Iteration 55Q (16514.330000 sec): 3 clusters
  Score: Raw -1060451.338112 + Penalty 2961.062627 = -1057490.275486
  nChanged 52
		SP:Iteration 56Q (16514.350000 sec): 3 clusters
  Score: Raw -1060463.062776 + Penalty 2961.062627 = -1057502.000149
  nChanged 43
		SP:Iteration 57Q (16514.370000 sec): 3 clusters
  Score: Raw -1060474.137342 + Penalty 2961.062627 = -1057513.074716
  nChanged 38
		SP:Iteration 58Q (16514.390000 sec): 3 clusters
  Score: Raw -1060483.327725 + Penalty 2961.062627 = -1057522.265099
  nChanged 39
		SP:Iteration 59Q (16514.410000 sec): 3 clusters
  Score: Raw -1060492.834335 + Penalty 2961.062627 = -1057531.771709
  nChanged 38
		SP:Iteration 60F (16514.430000 sec): 3 clusters
  Score: Raw -1060502.935856 + Penalty 2961.062627 = -1057541.873230
  nChanged 33
		SP:Iteration 61Q (16514.450000 sec): 3 clusters
  Score: Raw -1060510.560193 + Penalty 2961.062627 = -1057549.497566
  nChanged 29
		SP:Iteration 62Q (16514.470000 sec): 3 clusters
  Score: Raw -1060517.434480 + Penalty 2961.062627 = -1057556.371854
  nChanged 20
		SP:Iteration 63Q (16514.490000 sec): 3 clusters
  Score: Raw -1060523.139874 + Penalty 2961.062627 = -1057562.077247
  nChanged 30
		SP:Iteration 64Q (16514.510000 sec): 3 clusters
  Score: Raw -1060529.332578 + Penalty 2961.062627 = -1057568.269952
  nChanged 23
		SP:Iteration 65Q (16514.530000 sec): 3 clusters
  Score: Raw -1060534.392273 + Penalty 2961.062627 = -1057573.329647
  nChanged 22
		SP:Iteration 66Q (16514.550000 sec): 3 clusters
  Score: Raw -1060538.789746 + Penalty 2961.062627 = -1057577.727119
  nChanged 15
		SP:Iteration 67Q (16514.580000 sec): 3 clusters
  Score: Raw -1060542.063546 + Penalty 2961.062627 = -1057581.000920
  nChanged 17
		SP:Iteration 68Q (16514.600000 sec): 3 clusters
  Score: Raw -1060545.505540 + Penalty 2961.062627 = -1057584.442913
  nChanged 14
		SP:Iteration 69Q (16514.620000 sec): 3 clusters
  Score: Raw -1060548.249673 + Penalty 2961.062627 = -1057587.187046
  nChanged 14
		SP:Iteration 70Q (16514.640000 sec): 3 clusters
  Score: Raw -1060551.152167 + Penalty 2961.062627 = -1057590.089540
  nChanged 12
		SP:Iteration 71Q (16514.660000 sec): 3 clusters
  Score: Raw -1060553.813395 + Penalty 2961.062627 = -1057592.750769
  nChanged 18
		SP:Iteration 72Q (16514.680000 sec): 3 clusters
  Score: Raw -1060557.200206 + Penalty 2961.062627 = -1057596.137579
  nChanged 13
		SP:Iteration 73Q (16514.700000 sec): 3 clusters
  Score: Raw -1060560.026088 + Penalty 2961.062627 = -1057598.963461
  nChanged 18
		SP:Iteration 74Q (16514.720000 sec): 3 clusters
  Score: Raw -1060563.737825 + Penalty 2961.062627 = -1057602.675199
  nChanged 13
		SP:Iteration 75Q (16514.740000 sec): 3 clusters
  Score: Raw -1060567.260296 + Penalty 2961.062627 = -1057606.197670
  nChanged 18
		SP:Iteration 76Q (16514.760000 sec): 3 clusters
  Score: Raw -1060572.822676 + Penalty 2961.062627 = -1057611.760050
  nChanged 18
		SP:Iteration 77Q (16514.780000 sec): 3 clusters
  Score: Raw -1060576.874266 + Penalty 2961.062627 = -1057615.811640
  nChanged 15
		SP:Iteration 78Q (16514.800000 sec): 3 clusters
  Score: Raw -1060580.968972 + Penalty 2961.062627 = -1057619.906345
  nChanged 20
		SP:Iteration 79Q (16514.820000 sec): 3 clusters
  Score: Raw -1060587.201361 + Penalty 2961.062627 = -1057626.138734
  nChanged 24
		SP:Iteration 80F (16514.840000 sec): 3 clusters
  Score: Raw -1060592.752949 + Penalty 2961.062627 = -1057631.690322
  nChanged 23
		SP:Iteration 81Q (16514.860000 sec): 3 clusters
  Score: Raw -1060598.120293 + Penalty 2961.062627 = -1057637.057667
  nChanged 19
		SP:Iteration 82Q (16514.880000 sec): 3 clusters
  Score: Raw -1060602.427988 + Penalty 2961.062627 = -1057641.365361
  nChanged 14
		SP:Iteration 83Q (16514.900000 sec): 3 clusters
  Score: Raw -1060606.060318 + Penalty 2961.062627 = -1057644.997692
  nChanged 14
		SP:Iteration 84Q (16514.920000 sec): 3 clusters
  Score: Raw -1060609.991243 + Penalty 2961.062627 = -1057648.928616
  nChanged 20
		SP:Iteration 85Q (16514.940000 sec): 3 clusters
  Score: Raw -1060615.712340 + Penalty 2961.062627 = -1057654.649713
  nChanged 18
		SP:Iteration 86Q (16514.960000 sec): 3 clusters
  Score: Raw -1060620.942508 + Penalty 2961.062627 = -1057659.879882
  nChanged 15
		SP:Iteration 87Q (16514.980000 sec): 3 clusters
  Score: Raw -1060625.036248 + Penalty 2961.062627 = -1057663.973622
  nChanged 22
		SP:Iteration 88Q (16515.000000 sec): 3 clusters
  Score: Raw -1060630.577826 + Penalty 2961.062627 = -1057669.515200
  nChanged 16
		SP:Iteration 89Q (16515.020000 sec): 3 clusters
  Score: Raw -1060634.849785 + Penalty 2961.062627 = -1057673.787159
  nChanged 29
		SP:Iteration 90Q (16515.040000 sec): 3 clusters
  Score: Raw -1060643.802750 + Penalty 2961.062627 = -1057682.740123
  nChanged 20
		SP:Iteration 91Q (16515.050000 sec): 3 clusters
  Score: Raw -1060648.722569 + Penalty 2961.062627 = -1057687.659943
  nChanged 18
		SP:Iteration 92Q (16515.070000 sec): 3 clusters
  Score: Raw -1060653.580725 + Penalty 2961.062627 = -1057692.518099
  nChanged 21
		SP:Iteration 93Q (16515.090000 sec): 3 clusters
  Score: Raw -1060658.882194 + Penalty 2961.062627 = -1057697.819568
  nChanged 14
		SP:Iteration 94Q (16515.110000 sec): 3 clusters
  Score: Raw -1060663.408487 + Penalty 2961.062627 = -1057702.345861
  nChanged 18
		SP:Iteration 95Q (16515.130000 sec): 3 clusters
  Score: Raw -1060667.764565 + Penalty 2961.062627 = -1057706.701938
  nChanged 22
		SP:Iteration 96Q (16515.150000 sec): 3 clusters
  Score: Raw -1060673.781142 + Penalty 2961.062627 = -1057712.718515
  nChanged 20
		SP:Iteration 97Q (16515.170000 sec): 3 clusters
  Score: Raw -1060680.201410 + Penalty 2961.062627 = -1057719.138784
  nChanged 18
		SP:Iteration 98Q (16515.190000 sec): 3 clusters
  Score: Raw -1060685.518872 + Penalty 2961.062627 = -1057724.456245
  nChanged 16
		SP:Iteration 99Q (16515.210000 sec): 3 clusters
  Score: Raw -1060689.586986 + Penalty 2961.062627 = -1057728.524359
  nChanged 10
		SP:Iteration 100F (16515.230000 sec): 3 clusters
  Score: Raw -1060692.182108 + Penalty 2961.062627 = -1057731.119482
  nChanged 9
		SP:Iteration 101Q (16515.250000 sec): 3 clusters
  Score: Raw -1060694.431098 + Penalty 2961.062627 = -1057733.368471
  nChanged 12
		SP:Iteration 102Q (16515.270000 sec): 3 clusters
  Score: Raw -1060698.051995 + Penalty 2961.062627 = -1057736.989368
  nChanged 10
		SP:Iteration 103Q (16515.290000 sec): 3 clusters
  Score: Raw -1060701.234178 + Penalty 2961.062627 = -1057740.171552
  nChanged 8
		SP:Iteration 104Q (16515.310000 sec): 3 clusters
  Score: Raw -1060703.849737 + Penalty 2961.062627 = -1057742.787110
  nChanged 13
		SP:Iteration 105Q (16515.330000 sec): 3 clusters
  Score: Raw -1060707.370650 + Penalty 2961.062627 = -1057746.308023
  nChanged 8
		SP:Iteration 106Q (16515.350000 sec): 3 clusters
  Score: Raw -1060709.612043 + Penalty 2961.062627 = -1057748.549417
  nChanged 11
		SP:Iteration 107Q (16515.370000 sec): 3 clusters
  Score: Raw -1060712.227434 + Penalty 2961.062627 = -1057751.164808
  nChanged 6
		SP:Iteration 108Q (16515.390000 sec): 3 clusters
  Score: Raw -1060714.021768 + Penalty 2961.062627 = -1057752.959141
  nChanged 7
		SP:Iteration 109Q (16515.410000 sec): 3 clusters
  Score: Raw -1060715.808512 + Penalty 2961.062627 = -1057754.745885
  nChanged 3
		SP:Iteration 110Q (16515.430000 sec): 3 clusters
  Score: Raw -1060716.437943 + Penalty 2961.062627 = -1057755.375316
  nChanged 5
		SP:Iteration 111Q (16515.450000 sec): 3 clusters
  Score: Raw -1060717.766145 + Penalty 2961.062627 = -1057756.703518
  nChanged 9
		SP:Iteration 112Q (16515.470000 sec): 3 clusters
  Score: Raw -1060720.722050 + Penalty 2961.062627 = -1057759.659423
  nChanged 10
		SP:Iteration 113Q (16515.490000 sec): 3 clusters
  Score: Raw -1060723.374261 + Penalty 2961.062627 = -1057762.311635
  nChanged 7
		SP:Iteration 114Q (16515.510000 sec): 3 clusters
  Score: Raw -1060725.551161 + Penalty 2961.062627 = -1057764.488534
  nChanged 12
		SP:Iteration 115Q (16515.530000 sec): 3 clusters
  Score: Raw -1060729.346493 + Penalty 2961.062627 = -1057768.283866
  nChanged 14
		SP:Iteration 116Q (16515.550000 sec): 3 clusters
  Score: Raw -1060732.983104 + Penalty 2961.062627 = -1057771.920477
  nChanged 9
		SP:Iteration 117Q (16515.560000 sec): 3 clusters
  Score: Raw -1060735.778013 + Penalty 2961.062627 = -1057774.715387
  nChanged 7
		SP:Iteration 118Q (16515.580000 sec): 3 clusters
  Score: Raw -1060737.437147 + Penalty 2961.062627 = -1057776.374520
  nChanged 5
		SP:Iteration 119Q (16515.600000 sec): 3 clusters
  Score: Raw -1060738.673396 + Penalty 2961.062627 = -1057777.610769
  nChanged 5
		SP:Iteration 120F (16515.630000 sec): 3 clusters
  Score: Raw -1060740.188961 + Penalty 2961.062627 = -1057779.126334
  nChanged 5
		SP:Iteration 121Q (16515.640000 sec): 3 clusters
  Score: Raw -1060741.431976 + Penalty 2961.062627 = -1057780.369349
  nChanged 3
		SP:Iteration 122Q (16515.660000 sec): 3 clusters
  Score: Raw -1060742.090325 + Penalty 2961.062627 = -1057781.027698
  nChanged 2
		SP:Iteration 123Q (16515.680000 sec): 3 clusters
  Score: Raw -1060742.405343 + Penalty 2961.062627 = -1057781.342717
  nChanged 0
		SP:Iteration 124F (16515.710000 sec): 3 clusters
  Score: Raw -1060742.405343 + Penalty 2961.062627 = -1057781.342717
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16515.710000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16515.710000 sec): 3 clusters
  Score: Raw -14304.100547 + Penalty 1574.360803 = -12729.739744
  nChanged 3
		SP:Iteration 1Q (16515.710000 sec): 3 clusters
  Score: Raw -14314.082349 + Penalty 1574.360803 = -12739.721546
  nChanged 0
		SP:Iteration 2F (16515.720000 sec): 3 clusters
  Score: Raw -14314.082349 + Penalty 1574.360803 = -12739.721546
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16515.720000 sec): 2 clusters
  Score: Raw -84624.397221 + Penalty 1074.456668 = -83549.940553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16515.730000 sec): 3 clusters
  Score: Raw -84453.490748 + Penalty 2148.913336 = -82304.577412
  nChanged 193
		SP:Iteration 1F (16515.730000 sec): 3 clusters
  Score: Raw -84656.172065 + Penalty 2148.913336 = -82507.258729
  nChanged 43
		SP:Iteration 2F (16515.730000 sec): 3 clusters
  Score: Raw -84700.166138 + Penalty 2148.913336 = -82551.252801
  nChanged 20
		SP:Iteration 3Q (16515.730000 sec): 3 clusters
  Score: Raw -84721.503206 + Penalty 2148.913336 = -82572.589870
  nChanged 11
		SP:Iteration 4Q (16515.730000 sec): 3 clusters
  Score: Raw -84731.176106 + Penalty 2148.913336 = -82582.262770
  nChanged 3
		SP:Iteration 5Q (16515.730000 sec): 3 clusters
  Score: Raw -84733.926676 + Penalty 2148.913336 = -82585.013339
  nChanged 1
		SP:Iteration 6Q (16515.740000 sec): 3 clusters
  Score: Raw -84734.194518 + Penalty 2148.913336 = -82585.281181
  nChanged 1
		SP:Iteration 7Q (16515.740000 sec): 3 clusters
  Score: Raw -84735.027922 + Penalty 2148.913336 = -82586.114585
  nChanged 1
		SP:Iteration 8Q (16515.740000 sec): 3 clusters
  Score: Raw -84736.913335 + Penalty 2148.913336 = -82587.999999
  nChanged 1
		SP:Iteration 9Q (16515.740000 sec): 3 clusters
  Score: Raw -84737.214699 + Penalty 2148.913336 = -82588.301362
  nChanged 0
		SP:Iteration 10F (16515.740000 sec): 3 clusters
  Score: Raw -84737.214699 + Penalty 2148.913336 = -82588.301362
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16515.760000 sec): 2 clusters
  Score: Raw -415748.205101 + Penalty 1344.996816 = -414403.208285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16515.770000 sec): 3 clusters
  Score: Raw -413786.596035 + Penalty 2689.993631 = -411096.602404
  nChanged 1587
		SP:Iteration 1F (16515.780000 sec): 3 clusters
  Score: Raw -414772.723053 + Penalty 2689.993631 = -412082.729422
  nChanged 353
		SP:Iteration 2F (16515.790000 sec): 3 clusters
  Score: Raw -415044.792332 + Penalty 2689.993631 = -412354.798701
  nChanged 245
		SP:Iteration 3F (16515.800000 sec): 3 clusters
  Score: Raw -415216.132302 + Penalty 2689.993631 = -412526.138671
  nChanged 205
		SP:Iteration 4F (16515.810000 sec): 3 clusters
  Score: Raw -415388.199795 + Penalty 2689.993631 = -412698.206163
  nChanged 214
		SP:Iteration 5F (16515.820000 sec): 3 clusters
  Score: Raw -415581.532840 + Penalty 2689.993631 = -412891.539208
  nChanged 192
		SP:Iteration 6Q (16515.830000 sec): 3 clusters
  Score: Raw -415770.168781 + Penalty 2689.993631 = -413080.175150
  nChanged 171
		SP:Iteration 7Q (16515.840000 sec): 3 clusters
  Score: Raw -415925.680072 + Penalty 2689.993631 = -413235.686441
  nChanged 150
		SP:Iteration 8Q (16515.850000 sec): 3 clusters
  Score: Raw -416048.345606 + Penalty 2689.993631 = -413358.351975
  nChanged 119
		SP:Iteration 9Q (16515.860000 sec): 3 clusters
  Score: Raw -416145.953030 + Penalty 2689.993631 = -413455.959398
  nChanged 97
		SP:Iteration 10Q (16515.870000 sec): 3 clusters
  Score: Raw -416215.286734 + Penalty 2689.993631 = -413525.293102
  nChanged 86
		SP:Iteration 11Q (16515.880000 sec): 3 clusters
  Score: Raw -416272.831645 + Penalty 2689.993631 = -413582.838014
  nChanged 60
		SP:Iteration 12Q (16515.890000 sec): 3 clusters
  Score: Raw -416308.775385 + Penalty 2689.993631 = -413618.781754
  nChanged 53
		SP:Iteration 13Q (16515.900000 sec): 3 clusters
  Score: Raw -416340.620677 + Penalty 2689.993631 = -413650.627045
  nChanged 37
		SP:Iteration 14Q (16515.910000 sec): 3 clusters
  Score: Raw -416358.613068 + Penalty 2689.993631 = -413668.619437
  nChanged 29
		SP:Iteration 15Q (16515.910000 sec): 3 clusters
  Score: Raw -416368.870366 + Penalty 2689.993631 = -413678.876735
  nChanged 23
		SP:Iteration 16Q (16515.930000 sec): 3 clusters
  Score: Raw -416377.052368 + Penalty 2689.993631 = -413687.058736
  nChanged 19
		SP:Iteration 17Q (16515.930000 sec): 3 clusters
  Score: Raw -416381.070254 + Penalty 2689.993631 = -413691.076622
  nChanged 14
		SP:Iteration 18Q (16515.940000 sec): 3 clusters
  Score: Raw -416384.912237 + Penalty 2689.993631 = -413694.918605
  nChanged 11
		SP:Iteration 19Q (16515.950000 sec): 3 clusters
  Score: Raw -416389.080217 + Penalty 2689.993631 = -413699.086585
  nChanged 5
		SP:Iteration 20F (16515.960000 sec): 3 clusters
  Score: Raw -416390.256309 + Penalty 2689.993631 = -413700.262678
  nChanged 7
		SP:Iteration 21Q (16515.970000 sec): 3 clusters
  Score: Raw -416393.206645 + Penalty 2689.993631 = -413703.213014
  nChanged 6
		SP:Iteration 22Q (16515.980000 sec): 3 clusters
  Score: Raw -416395.567330 + Penalty 2689.993631 = -413705.573699
  nChanged 7
		SP:Iteration 23Q (16515.990000 sec): 3 clusters
  Score: Raw -416398.049964 + Penalty 2689.993631 = -413708.056332
  nChanged 8
		SP:Iteration 24Q (16516.000000 sec): 3 clusters
  Score: Raw -416401.088851 + Penalty 2689.993631 = -413711.095219
  nChanged 8
		SP:Iteration 25Q (16516.010000 sec): 3 clusters
  Score: Raw -416402.849007 + Penalty 2689.993631 = -413712.855375
  nChanged 7
		SP:Iteration 26Q (16516.020000 sec): 3 clusters
  Score: Raw -416404.309057 + Penalty 2689.993631 = -413714.315425
  nChanged 5
		SP:Iteration 27Q (16516.030000 sec): 3 clusters
  Score: Raw -416405.531217 + Penalty 2689.993631 = -413715.537585
  nChanged 3
		SP:Iteration 28Q (16516.030000 sec): 3 clusters
  Score: Raw -416406.254296 + Penalty 2689.993631 = -413716.260664
  nChanged 6
		SP:Iteration 29Q (16516.050000 sec): 3 clusters
  Score: Raw -416407.901043 + Penalty 2689.993631 = -413717.907412
  nChanged 8
		SP:Iteration 30Q (16516.050000 sec): 3 clusters
  Score: Raw -416409.820163 + Penalty 2689.993631 = -413719.826532
  nChanged 5
		SP:Iteration 31Q (16516.060000 sec): 3 clusters
  Score: Raw -416411.679620 + Penalty 2689.993631 = -413721.685988
  nChanged 6
		SP:Iteration 32Q (16516.070000 sec): 3 clusters
  Score: Raw -416413.384880 + Penalty 2689.993631 = -413723.391248
  nChanged 6
		SP:Iteration 33Q (16516.080000 sec): 3 clusters
  Score: Raw -416415.999568 + Penalty 2689.993631 = -413726.005937
  nChanged 6
		SP:Iteration 34Q (16516.090000 sec): 3 clusters
  Score: Raw -416417.409127 + Penalty 2689.993631 = -413727.415495
  nChanged 3
		SP:Iteration 35Q (16516.100000 sec): 3 clusters
  Score: Raw -416417.723026 + Penalty 2689.993631 = -413727.729395
  nChanged 0
		SP:Iteration 36F (16516.110000 sec): 3 clusters
  Score: Raw -416417.723026 + Penalty 2689.993631 = -413727.729395
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16516.120000 sec): 2 clusters
  Score: Raw -133100.052921 + Penalty 1185.777288 = -131914.275633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16516.120000 sec): 3 clusters
  Score: Raw -132562.245646 + Penalty 2371.554577 = -130190.691070
  nChanged 498
		SP:Iteration 1F (16516.130000 sec): 3 clusters
  Score: Raw -133012.017286 + Penalty 2371.554577 = -130640.462709
  nChanged 143
		SP:Iteration 2F (16516.130000 sec): 3 clusters
  Score: Raw -133199.897006 + Penalty 2371.554577 = -130828.342429
  nChanged 94
		SP:Iteration 3F (16516.130000 sec): 3 clusters
  Score: Raw -133319.457740 + Penalty 2371.554577 = -130947.903164
  nChanged 73
		SP:Iteration 4Q (16516.130000 sec): 3 clusters
  Score: Raw -133385.838774 + Penalty 2371.554577 = -131014.284198
  nChanged 40
		SP:Iteration 5Q (16516.140000 sec): 3 clusters
  Score: Raw -133417.429331 + Penalty 2371.554577 = -131045.874754
  nChanged 39
		SP:Iteration 6Q (16516.140000 sec): 3 clusters
  Score: Raw -133460.560521 + Penalty 2371.554577 = -131089.005944
  nChanged 42
		SP:Iteration 7Q (16516.150000 sec): 3 clusters
  Score: Raw -133517.364252 + Penalty 2371.554577 = -131145.809676
  nChanged 36
		SP:Iteration 8Q (16516.150000 sec): 3 clusters
  Score: Raw -133552.468285 + Penalty 2371.554577 = -131180.913708
  nChanged 28
		SP:Iteration 9Q (16516.150000 sec): 3 clusters
  Score: Raw -133576.917030 + Penalty 2371.554577 = -131205.362453
  nChanged 25
		SP:Iteration 10Q (16516.160000 sec): 3 clusters
  Score: Raw -133600.487226 + Penalty 2371.554577 = -131228.932650
  nChanged 17
		SP:Iteration 11Q (16516.160000 sec): 3 clusters
  Score: Raw -133612.104444 + Penalty 2371.554577 = -131240.549867
  nChanged 16
		SP:Iteration 12Q (16516.160000 sec): 3 clusters
  Score: Raw -133630.279956 + Penalty 2371.554577 = -131258.725380
  nChanged 19
		SP:Iteration 13Q (16516.170000 sec): 3 clusters
  Score: Raw -133648.734063 + Penalty 2371.554577 = -131277.179486
  nChanged 17
		SP:Iteration 14Q (16516.170000 sec): 3 clusters
  Score: Raw -133663.435316 + Penalty 2371.554577 = -131291.880739
  nChanged 8
		SP:Iteration 15Q (16516.170000 sec): 3 clusters
  Score: Raw -133669.892758 + Penalty 2371.554577 = -131298.338181
  nChanged 4
		SP:Iteration 16Q (16516.180000 sec): 3 clusters
  Score: Raw -133672.361445 + Penalty 2371.554577 = -131300.806868
  nChanged 3
		SP:Iteration 17Q (16516.180000 sec): 3 clusters
  Score: Raw -133674.348185 + Penalty 2371.554577 = -131302.793609
  nChanged 3
		SP:Iteration 18Q (16516.180000 sec): 3 clusters
  Score: Raw -133675.656693 + Penalty 2371.554577 = -131304.102116
  nChanged 2
		SP:Iteration 19Q (16516.190000 sec): 3 clusters
  Score: Raw -133677.642425 + Penalty 2371.554577 = -131306.087849
  nChanged 2
		SP:Iteration 20F (16516.190000 sec): 3 clusters
  Score: Raw -133680.388701 + Penalty 2371.554577 = -131308.834124
  nChanged 0
Iteration 495F (16613.210000 sec): 80 clusters
  Score: Raw -155818159.662665 + Penalty 181500.365407 = -155636659.297259
  nChanged 10
Iteration 496F (16709.130000 sec): 80 clusters
  Score: Raw -155818170.555635 + Penalty 181500.365407 = -155636670.190229
  nChanged 1
Iteration 497Q (16719.430000 sec): 80 clusters
  Score: Raw -155818171.892159 + Penalty 181500.365407 = -155636671.526752
  nChanged 3
Iteration 498Q (16729.750000 sec): 80 clusters
  Score: Raw -155818174.950092 + Penalty 181500.365407 = -155636674.584686
  nChanged 2
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155818174.950092 + Penalty 181500.365407 = -155636674.584686
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16730.160000 sec): 2 clusters
  Score: Raw -7376700.964578 + Penalty 1797.269036 = -7374903.695542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16730.330000 sec): 3 clusters
  Score: Raw -7336030.839148 + Penalty 3594.538072 = -7332436.301076
  nChanged 30126
		SP:Iteration 1F (16730.500000 sec): 3 clusters
  Score: Raw -7353375.939391 + Penalty 3594.538072 = -7349781.401319
  nChanged 2927
		SP:Iteration 2Q (16730.680000 sec): 3 clusters
  Score: Raw -7354444.080495 + Penalty 3594.538072 = -7350849.542423
  nChanged 3316
		SP:Iteration 3F (16730.850000 sec): 3 clusters
  Score: Raw -7355844.835200 + Penalty 3594.538072 = -7352250.297128
  nChanged 3707
		SP:Iteration 4F (16731.020000 sec): 3 clusters
  Score: Raw -7357622.699347 + Penalty 3594.538072 = -7354028.161274
  nChanged 4062
		SP:Iteration 5F (16731.190000 sec): 3 clusters
  Score: Raw -7359884.495003 + Penalty 3594.538072 = -7356289.956931
  nChanged 4218
		SP:Iteration 6F (16731.360000 sec): 3 clusters
  Score: Raw -7362276.699571 + Penalty 3594.538072 = -7358682.161499
  nChanged 3890
		SP:Iteration 7F (16731.530000 sec): 3 clusters
  Score: Raw -7364662.890689 + Penalty 3594.538072 = -7361068.352617
  nChanged 3616
		SP:Iteration 8F (16731.700000 sec): 3 clusters
  Score: Raw -7367078.975413 + Penalty 3594.538072 = -7363484.437340
  nChanged 3271
		SP:Iteration 9F (16731.870000 sec): 3 clusters
  Score: Raw -7369557.915014 + Penalty 3594.538072 = -7365963.376942
  nChanged 2944
		SP:Iteration 10Q (16732.040000 sec): 3 clusters
  Score: Raw -7372065.901752 + Penalty 3594.538072 = -7368471.363679
  nChanged 2305
		SP:Iteration 11Q (16732.210000 sec): 3 clusters
  Score: Raw -7374157.450042 + Penalty 3594.538072 = -7370562.911970
  nChanged 1474
		SP:Iteration 12Q (16732.370000 sec): 3 clusters
  Score: Raw -7375463.439152 + Penalty 3594.538072 = -7371868.901080
  nChanged 810
		SP:Iteration 13Q (16732.530000 sec): 3 clusters
  Score: Raw -7376121.903297 + Penalty 3594.538072 = -7372527.365225
  nChanged 423
		SP:Iteration 14Q (16732.660000 sec): 3 clusters
  Score: Raw -7376483.530551 + Penalty 3594.538072 = -7372888.992479
  nChanged 231
		SP:Iteration 15Q (16732.790000 sec): 3 clusters
  Score: Raw -7376673.123901 + Penalty 3594.538072 = -7373078.585828
  nChanged 126
		SP:Iteration 16Q (16732.920000 sec): 3 clusters
  Score: Raw -7376775.659869 + Penalty 3594.538072 = -7373181.121797
  nChanged 70
		SP:Iteration 17Q (16733.050000 sec): 3 clusters
  Score: Raw -7376828.930238 + Penalty 3594.538072 = -7373234.392166
  nChanged 40
		SP:Iteration 18Q (16733.170000 sec): 3 clusters
  Score: Raw -7376853.128792 + Penalty 3594.538072 = -7373258.590720
  nChanged 18
		SP:Iteration 19Q (16733.290000 sec): 3 clusters
  Score: Raw -7376865.422233 + Penalty 3594.538072 = -7373270.884161
  nChanged 14
		SP:Iteration 20F (16733.450000 sec): 3 clusters
  Score: Raw -7376875.388103 + Penalty 3594.538072 = -7373280.850031
  nChanged 7
		SP:Iteration 21Q (16733.570000 sec): 3 clusters
  Score: Raw -7376881.942310 + Penalty 3594.538072 = -7373287.404238
  nChanged 11
		SP:Iteration 22Q (16733.700000 sec): 3 clusters
  Score: Raw -7376891.893464 + Penalty 3594.538072 = -7373297.355391
  nChanged 11
		SP:Iteration 23Q (16733.820000 sec): 3 clusters
  Score: Raw -7376900.032744 + Penalty 3594.538072 = -7373305.494672
  nChanged 11
		SP:Iteration 24Q (16733.930000 sec): 3 clusters
  Score: Raw -7376906.093032 + Penalty 3594.538072 = -7373311.554960
  nChanged 3
		SP:Iteration 25Q (16734.050000 sec): 3 clusters
  Score: Raw -7376907.438601 + Penalty 3594.538072 = -7373312.900529
  nChanged 4
		SP:Iteration 26Q (16734.170000 sec): 3 clusters
  Score: Raw -7376910.574640 + Penalty 3594.538072 = -7373316.036568
  nChanged 10
		SP:Iteration 27Q (16734.290000 sec): 3 clusters
  Score: Raw -7376921.994732 + Penalty 3594.538072 = -7373327.456660
  nChanged 15
		SP:Iteration 28Q (16734.410000 sec): 3 clusters
  Score: Raw -7376929.890860 + Penalty 3594.538072 = -7373335.352788
  nChanged 10
		SP:Iteration 29Q (16734.530000 sec): 3 clusters
  Score: Raw -7376935.847491 + Penalty 3594.538072 = -7373341.309418
  nChanged 10
		SP:Iteration 30Q (16734.650000 sec): 3 clusters
  Score: Raw -7376943.543701 + Penalty 3594.538072 = -7373349.005628
  nChanged 9
		SP:Iteration 31Q (16734.770000 sec): 3 clusters
  Score: Raw -7376950.187290 + Penalty 3594.538072 = -7373355.649218
  nChanged 5
		SP:Iteration 32Q (16734.890000 sec): 3 clusters
  Score: Raw -7376955.020066 + Penalty 3594.538072 = -7373360.481993
  nChanged 1
		SP:Iteration 33Q (16735.010000 sec): 3 clusters
  Score: Raw -7376956.034865 + Penalty 3594.538072 = -7373361.496793
  nChanged 1
		SP:Iteration 34Q (16735.130000 sec): 3 clusters
  Score: Raw -7376957.433184 + Penalty 3594.538072 = -7373362.895112
  nChanged 3
		SP:Iteration 35Q (16735.250000 sec): 3 clusters
  Score: Raw -7376959.604429 + Penalty 3594.538072 = -7373365.066357
  nChanged 2
		SP:Iteration 36Q (16735.370000 sec): 3 clusters
  Score: Raw -7376961.009128 + Penalty 3594.538072 = -7373366.471056
  nChanged 3
		SP:Iteration 37Q (16735.490000 sec): 3 clusters
  Score: Raw -7376962.735622 + Penalty 3594.538072 = -7373368.197550
  nChanged 0
		SP:Iteration 38F (16735.650000 sec): 3 clusters
  Score: Raw -7376962.735622 + Penalty 3594.538072 = -7373368.197550
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16735.690000 sec): 2 clusters
  Score: Raw -52731.811292 + Penalty 1030.594731 = -51701.216562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16735.690000 sec): 3 clusters
  Score: Raw -52695.249496 + Penalty 2061.189461 = -50634.060035
  nChanged 147
		SP:Iteration 1F (16735.690000 sec): 3 clusters
  Score: Raw -52904.066393 + Penalty 2061.189461 = -50842.876932
  nChanged 39
		SP:Iteration 2F (16735.690000 sec): 3 clusters
  Score: Raw -52992.212296 + Penalty 2061.189461 = -50931.022835
  nChanged 30
		SP:Iteration 3F (16735.690000 sec): 3 clusters
  Score: Raw -53051.713344 + Penalty 2061.189461 = -50990.523883
  nChanged 15
		SP:Iteration 4Q (16735.700000 sec): 3 clusters
  Score: Raw -53068.909590 + Penalty 2061.189461 = -51007.720129
  nChanged 9
		SP:Iteration 5Q (16735.700000 sec): 3 clusters
  Score: Raw -53084.174349 + Penalty 2061.189461 = -51022.984888
  nChanged 7
		SP:Iteration 6Q (16735.700000 sec): 3 clusters
  Score: Raw -53094.733040 + Penalty 2061.189461 = -51033.543579
  nChanged 7
		SP:Iteration 7Q (16735.700000 sec): 3 clusters
  Score: Raw -53106.062530 + Penalty 2061.189461 = -51044.873069
  nChanged 4
		SP:Iteration 8Q (16735.700000 sec): 3 clusters
  Score: Raw -53112.933966 + Penalty 2061.189461 = -51051.744505
  nChanged 6
		SP:Iteration 9Q (16735.700000 sec): 3 clusters
  Score: Raw -53127.526521 + Penalty 2061.189461 = -51066.337060
  nChanged 5
		SP:Iteration 10Q (16735.710000 sec): 3 clusters
  Score: Raw -53143.085036 + Penalty 2061.189461 = -51081.895575
  nChanged 1
		SP:Iteration 11Q (16735.710000 sec): 3 clusters
  Score: Raw -53143.810395 + Penalty 2061.189461 = -51082.620934
  nChanged 1
		SP:Iteration 12Q (16735.710000 sec): 3 clusters
  Score: Raw -53144.784178 + Penalty 2061.189461 = -51083.594717
  nChanged 0
		SP:Iteration 13F (16735.710000 sec): 3 clusters
  Score: Raw -53144.784178 + Penalty 2061.189461 = -51083.594717
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16735.720000 sec): 2 clusters
  Score: Raw -447890.248639 + Penalty 1345.615550 = -446544.633089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16735.730000 sec): 3 clusters
  Score: Raw -445895.474961 + Penalty 2691.231100 = -443204.243861
  nChanged 1526
		SP:Iteration 1F (16735.740000 sec): 3 clusters
  Score: Raw -446779.983772 + Penalty 2691.231100 = -444088.752672
  nChanged 308
		SP:Iteration 2F (16735.750000 sec): 3 clusters
  Score: Raw -446983.461313 + Penalty 2691.231100 = -444292.230214
  nChanged 230
		SP:Iteration 3F (16735.760000 sec): 3 clusters
  Score: Raw -447186.822040 + Penalty 2691.231100 = -444495.590940
  nChanged 244
		SP:Iteration 4F (16735.770000 sec): 3 clusters
  Score: Raw -447444.334180 + Penalty 2691.231100 = -444753.103080
  nChanged 266
		SP:Iteration 5F (16735.780000 sec): 3 clusters
  Score: Raw -447722.887096 + Penalty 2691.231100 = -445031.655996
  nChanged 270
		SP:Iteration 6F (16735.790000 sec): 3 clusters
  Score: Raw -447964.435005 + Penalty 2691.231100 = -445273.203905
  nChanged 217
		SP:Iteration 7F (16735.800000 sec): 3 clusters
  Score: Raw -448140.897784 + Penalty 2691.231100 = -445449.666684
  nChanged 177
		SP:Iteration 8Q (16735.810000 sec): 3 clusters
  Score: Raw -448274.915116 + Penalty 2691.231100 = -445583.684017
  nChanged 134
		SP:Iteration 9Q (16735.820000 sec): 3 clusters
  Score: Raw -448362.590436 + Penalty 2691.231100 = -445671.359336
  nChanged 86
		SP:Iteration 10Q (16735.830000 sec): 3 clusters
  Score: Raw -448411.454391 + Penalty 2691.231100 = -445720.223291
  nChanged 65
		SP:Iteration 11Q (16735.830000 sec): 3 clusters
  Score: Raw -448439.438742 + Penalty 2691.231100 = -445748.207643
  nChanged 39
		SP:Iteration 12Q (16735.850000 sec): 3 clusters
  Score: Raw -448455.260517 + Penalty 2691.231100 = -445764.029417
  nChanged 23
		SP:Iteration 13Q (16735.850000 sec): 3 clusters
  Score: Raw -448461.688873 + Penalty 2691.231100 = -445770.457773
  nChanged 16
		SP:Iteration 14Q (16735.860000 sec): 3 clusters
  Score: Raw -448466.325030 + Penalty 2691.231100 = -445775.093930
  nChanged 11
		SP:Iteration 15Q (16735.870000 sec): 3 clusters
  Score: Raw -448469.929201 + Penalty 2691.231100 = -445778.698101
  nChanged 12
		SP:Iteration 16Q (16735.880000 sec): 3 clusters
  Score: Raw -448473.026226 + Penalty 2691.231100 = -445781.795127
  nChanged 8
		SP:Iteration 17Q (16735.890000 sec): 3 clusters
  Score: Raw -448476.383547 + Penalty 2691.231100 = -445785.152448
  nChanged 11
		SP:Iteration 18Q (16735.900000 sec): 3 clusters
  Score: Raw -448480.691661 + Penalty 2691.231100 = -445789.460561
  nChanged 12
		SP:Iteration 19Q (16735.910000 sec): 3 clusters
  Score: Raw -448484.791299 + Penalty 2691.231100 = -445793.560199
  nChanged 8
		SP:Iteration 20F (16735.920000 sec): 3 clusters
  Score: Raw -448487.143688 + Penalty 2691.231100 = -445795.912588
  nChanged 4
		SP:Iteration 21Q (16735.930000 sec): 3 clusters
  Score: Raw -448488.697403 + Penalty 2691.231100 = -445797.466303
  nChanged 6
		SP:Iteration 22Q (16735.940000 sec): 3 clusters
  Score: Raw -448490.327109 + Penalty 2691.231100 = -445799.096009
  nChanged 3
		SP:Iteration 23Q (16735.950000 sec): 3 clusters
  Score: Raw -448490.753511 + Penalty 2691.231100 = -445799.522411
  nChanged 1
		SP:Iteration 24Q (16735.960000 sec): 3 clusters
  Score: Raw -448491.047906 + Penalty 2691.231100 = -445799.816806
  nChanged 1
		SP:Iteration 25Q (16735.970000 sec): 3 clusters
  Score: Raw -448491.338018 + Penalty 2691.231100 = -445800.106919
  nChanged 2
		SP:Iteration 26Q (16735.970000 sec): 3 clusters
  Score: Raw -448491.901825 + Penalty 2691.231100 = -445800.670726
  nChanged 0
		SP:Iteration 27F (16735.990000 sec): 3 clusters
  Score: Raw -448491.901825 + Penalty 2691.231100 = -445800.670726
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16735.990000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16735.990000 sec): 3 clusters
  Score: Raw -40552.155834 + Penalty 1919.242601 = -38632.913233
  nChanged 67
		SP:Iteration 1F (16735.990000 sec): 3 clusters
  Score: Raw -40667.724714 + Penalty 1919.242601 = -38748.482113
  nChanged 17
		SP:Iteration 2Q (16735.990000 sec): 3 clusters
  Score: Raw -40698.610451 + Penalty 1919.242601 = -38779.367851
  nChanged 9
		SP:Iteration 3Q (16735.990000 sec): 3 clusters
  Score: Raw -40744.410755 + Penalty 1919.242601 = -38825.168154
  nChanged 8
		SP:Iteration 4Q (16735.990000 sec): 3 clusters
  Score: Raw -40767.940578 + Penalty 1919.242601 = -38848.697978
  nChanged 10
		SP:Iteration 5Q (16736.000000 sec): 3 clusters
  Score: Raw -40791.059279 + Penalty 1919.242601 = -38871.816678
  nChanged 5
		SP:Iteration 6Q (16736.000000 sec): 3 clusters
  Score: Raw -40804.867240 + Penalty 1919.242601 = -38885.624639
  nChanged 5
		SP:Iteration 7Q (16736.000000 sec): 3 clusters
  Score: Raw -40813.317413 + Penalty 1919.242601 = -38894.074812
  nChanged 5
		SP:Iteration 8Q (16736.000000 sec): 3 clusters
  Score: Raw -40823.895164 + Penalty 1919.242601 = -38904.652564
  nChanged 5
		SP:Iteration 9Q (16736.000000 sec): 3 clusters
  Score: Raw -40836.507998 + Penalty 1919.242601 = -38917.265398
  nChanged 4
		SP:Iteration 10Q (16736.000000 sec): 3 clusters
  Score: Raw -40860.298054 + Penalty 1919.242601 = -38941.055453
  nChanged 5
		SP:Iteration 11Q (16736.000000 sec): 3 clusters
  Score: Raw -40881.019243 + Penalty 1919.242601 = -38961.776642
  nChanged 2
		SP:Iteration 12Q (16736.000000 sec): 3 clusters
  Score: Raw -40885.951848 + Penalty 1919.242601 = -38966.709247
  nChanged 1
		SP:Iteration 13Q (16736.000000 sec): 3 clusters
  Score: Raw -40888.693922 + Penalty 1919.242601 = -38969.451321
  nChanged 2
		SP:Iteration 14Q (16736.000000 sec): 3 clusters
  Score: Raw -40892.678910 + Penalty 1919.242601 = -38973.436309
  nChanged 0
		SP:Iteration 15F (16736.010000 sec): 3 clusters
  Score: Raw -40892.678910 + Penalty 1919.242601 = -38973.436309
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16736.040000 sec): 2 clusters
  Score: Raw -1161198.482071 + Penalty 1501.767349 = -1159696.714722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16736.070000 sec): 3 clusters
  Score: Raw -1155338.844931 + Penalty 3003.534697 = -1152335.310234
  nChanged 4500
		SP:Iteration 1F (16736.090000 sec): 3 clusters
  Score: Raw -1157675.654394 + Penalty 3003.534697 = -1154672.119697
  nChanged 632
		SP:Iteration 2F (16736.120000 sec): 3 clusters
  Score: Raw -1157946.347907 + Penalty 3003.534697 = -1154942.813210
  nChanged 520
		SP:Iteration 3F (16736.150000 sec): 3 clusters
  Score: Raw -1158152.341647 + Penalty 3003.534697 = -1155148.806950
  nChanged 469
		SP:Iteration 4Q (16736.170000 sec): 3 clusters
  Score: Raw -1158323.413043 + Penalty 3003.534697 = -1155319.878346
  nChanged 373
		SP:Iteration 5Q (16736.200000 sec): 3 clusters
  Score: Raw -1158468.053686 + Penalty 3003.534697 = -1155464.518989
  nChanged 370
		SP:Iteration 6Q (16736.220000 sec): 3 clusters
  Score: Raw -1158644.522674 + Penalty 3003.534697 = -1155640.987976
  nChanged 380
		SP:Iteration 7Q (16736.250000 sec): 3 clusters
  Score: Raw -1158816.040233 + Penalty 3003.534697 = -1155812.505536
  nChanged 358
		SP:Iteration 8Q (16736.270000 sec): 3 clusters
  Score: Raw -1158977.046675 + Penalty 3003.534697 = -1155973.511978
  nChanged 377
		SP:Iteration 9Q (16736.300000 sec): 3 clusters
  Score: Raw -1159154.887186 + Penalty 3003.534697 = -1156151.352489
  nChanged 380
		SP:Iteration 10Q (16736.330000 sec): 3 clusters
  Score: Raw -1159330.596846 + Penalty 3003.534697 = -1156327.062149
  nChanged 377
		SP:Iteration 11Q (16736.350000 sec): 3 clusters
  Score: Raw -1159524.975150 + Penalty 3003.534697 = -1156521.440453
  nChanged 413
		SP:Iteration 12Q (16736.380000 sec): 3 clusters
  Score: Raw -1159768.409933 + Penalty 3003.534697 = -1156764.875236
  nChanged 430
		SP:Iteration 13Q (16736.410000 sec): 3 clusters
  Score: Raw -1160059.546561 + Penalty 3003.534697 = -1157056.011864
  nChanged 464
		SP:Iteration 14Q (16736.430000 sec): 3 clusters
  Score: Raw -1160377.515718 + Penalty 3003.534697 = -1157373.981021
  nChanged 435
		SP:Iteration 15Q (16736.450000 sec): 3 clusters
  Score: Raw -1160672.657824 + Penalty 3003.534697 = -1157669.123127
  nChanged 373
		SP:Iteration 16Q (16736.480000 sec): 3 clusters
  Score: Raw -1160927.970496 + Penalty 3003.534697 = -1157924.435799
  nChanged 334
		SP:Iteration 17Q (16736.510000 sec): 3 clusters
  Score: Raw -1161143.575404 + Penalty 3003.534697 = -1158140.040707
  nChanged 243
		SP:Iteration 18Q (16736.530000 sec): 3 clusters
  Score: Raw -1161310.470765 + Penalty 3003.534697 = -1158306.936068
  nChanged 220
		SP:Iteration 19Q (16736.550000 sec): 3 clusters
  Score: Raw -1161453.840036 + Penalty 3003.534697 = -1158450.305339
  nChanged 177
		SP:Iteration 20F (16736.580000 sec): 3 clusters
  Score: Raw -1161544.697367 + Penalty 3003.534697 = -1158541.162670
  nChanged 139
		SP:Iteration 21Q (16736.610000 sec): 3 clusters
  Score: Raw -1161612.533616 + Penalty 3003.534697 = -1158608.998919
  nChanged 112
		SP:Iteration 22Q (16736.630000 sec): 3 clusters
  Score: Raw -1161665.633239 + Penalty 3003.534697 = -1158662.098542
  nChanged 94
		SP:Iteration 23Q (16736.650000 sec): 3 clusters
  Score: Raw -1161705.816249 + Penalty 3003.534697 = -1158702.281552
  nChanged 79
		SP:Iteration 24Q (16736.670000 sec): 3 clusters
  Score: Raw -1161739.808515 + Penalty 3003.534697 = -1158736.273818
  nChanged 65
		SP:Iteration 25Q (16736.700000 sec): 3 clusters
  Score: Raw -1161766.385768 + Penalty 3003.534697 = -1158762.851071
  nChanged 60
		SP:Iteration 26Q (16736.720000 sec): 3 clusters
  Score: Raw -1161791.756009 + Penalty 3003.534697 = -1158788.221312
  nChanged 50
		SP:Iteration 27Q (16736.740000 sec): 3 clusters
  Score: Raw -1161809.637217 + Penalty 3003.534697 = -1158806.102520
  nChanged 41
		SP:Iteration 28Q (16736.760000 sec): 3 clusters
  Score: Raw -1161824.859855 + Penalty 3003.534697 = -1158821.325158
  nChanged 34
		SP:Iteration 29Q (16736.790000 sec): 3 clusters
  Score: Raw -1161837.854403 + Penalty 3003.534697 = -1158834.319706
  nChanged 41
		SP:Iteration 30Q (16736.810000 sec): 3 clusters
  Score: Raw -1161853.619547 + Penalty 3003.534697 = -1158850.084850
  nChanged 37
		SP:Iteration 31Q (16736.830000 sec): 3 clusters
  Score: Raw -1161867.575431 + Penalty 3003.534697 = -1158864.040734
  nChanged 34
		SP:Iteration 32Q (16736.850000 sec): 3 clusters
  Score: Raw -1161881.068423 + Penalty 3003.534697 = -1158877.533726
  nChanged 29
		SP:Iteration 33Q (16736.870000 sec): 3 clusters
  Score: Raw -1161892.934281 + Penalty 3003.534697 = -1158889.399584
  nChanged 29
		SP:Iteration 34Q (16736.890000 sec): 3 clusters
  Score: Raw -1161906.838630 + Penalty 3003.534697 = -1158903.303933
  nChanged 36
		SP:Iteration 35Q (16736.910000 sec): 3 clusters
  Score: Raw -1161926.585843 + Penalty 3003.534697 = -1158923.051146
  nChanged 43
		SP:Iteration 36Q (16736.930000 sec): 3 clusters
  Score: Raw -1161947.483446 + Penalty 3003.534697 = -1158943.948749
  nChanged 36
		SP:Iteration 37Q (16736.950000 sec): 3 clusters
  Score: Raw -1161962.271545 + Penalty 3003.534697 = -1158958.736848
  nChanged 24
		SP:Iteration 38Q (16736.980000 sec): 3 clusters
  Score: Raw -1161972.009687 + Penalty 3003.534697 = -1158968.474989
  nChanged 20
		SP:Iteration 39Q (16737.000000 sec): 3 clusters
  Score: Raw -1161977.846434 + Penalty 3003.534697 = -1158974.311737
  nChanged 12
		SP:Iteration 40F (16737.020000 sec): 3 clusters
  Score: Raw -1161981.511058 + Penalty 3003.534697 = -1158977.976361
  nChanged 2
		SP:Iteration 41Q (16737.050000 sec): 3 clusters
  Score: Raw -1161981.938688 + Penalty 3003.534697 = -1158978.403991
  nChanged 0
		SP:Iteration 42F (16737.070000 sec): 3 clusters
  Score: Raw -1161981.938688 + Penalty 3003.534697 = -1158978.403991
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16737.140000 sec): 2 clusters
  Score: Raw -2371056.880742 + Penalty 1622.573475 = -2369434.307267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16737.190000 sec): 3 clusters
  Score: Raw -2357952.318318 + Penalty 3245.146950 = -2354707.171368
  nChanged 9923
		SP:Iteration 1F (16737.250000 sec): 3 clusters
  Score: Raw -2363696.666884 + Penalty 3245.146950 = -2360451.519934
  nChanged 1426
		SP:Iteration 2F (16737.310000 sec): 3 clusters
  Score: Raw -2364490.526823 + Penalty 3245.146950 = -2361245.379873
  nChanged 1398
		SP:Iteration 3F (16737.370000 sec): 3 clusters
  Score: Raw -2365365.617627 + Penalty 3245.146950 = -2362120.470677
  nChanged 1392
		SP:Iteration 4F (16737.430000 sec): 3 clusters
  Score: Raw -2366271.185385 + Penalty 3245.146950 = -2363026.038435
  nChanged 1350
		SP:Iteration 5F (16737.480000 sec): 3 clusters
  Score: Raw -2367217.473837 + Penalty 3245.146950 = -2363972.326886
  nChanged 1242
		SP:Iteration 6F (16737.540000 sec): 3 clusters
  Score: Raw -2368194.354851 + Penalty 3245.146950 = -2364949.207901
  nChanged 1097
		SP:Iteration 7F (16737.600000 sec): 3 clusters
  Score: Raw -2369060.815599 + Penalty 3245.146950 = -2365815.668649
  nChanged 906
		SP:Iteration 8Q (16737.650000 sec): 3 clusters
  Score: Raw -2369804.156504 + Penalty 3245.146950 = -2366559.009553
  nChanged 729
		SP:Iteration 9Q (16737.710000 sec): 3 clusters
  Score: Raw -2370412.994669 + Penalty 3245.146950 = -2367167.847719
  nChanged 544
		SP:Iteration 10Q (16737.750000 sec): 3 clusters
  Score: Raw -2370848.706748 + Penalty 3245.146950 = -2367603.559798
  nChanged 376
		SP:Iteration 11Q (16737.800000 sec): 3 clusters
  Score: Raw -2371148.863673 + Penalty 3245.146950 = -2367903.716723
  nChanged 253
		SP:Iteration 12Q (16737.850000 sec): 3 clusters
  Score: Raw -2371341.103209 + Penalty 3245.146950 = -2368095.956259
  nChanged 170
		SP:Iteration 13Q (16737.890000 sec): 3 clusters
  Score: Raw -2371468.598262 + Penalty 3245.146950 = -2368223.451312
  nChanged 113
		SP:Iteration 14Q (16737.940000 sec): 3 clusters
  Score: Raw -2371554.405000 + Penalty 3245.146950 = -2368309.258050
  nChanged 95
		SP:Iteration 15Q (16737.980000 sec): 3 clusters
  Score: Raw -2371630.293343 + Penalty 3245.146950 = -2368385.146393
  nChanged 64
		SP:Iteration 16Q (16738.020000 sec): 3 clusters
  Score: Raw -2371689.166636 + Penalty 3245.146950 = -2368444.019685
  nChanged 56
		SP:Iteration 17Q (16738.060000 sec): 3 clusters
  Score: Raw -2371740.719283 + Penalty 3245.146950 = -2368495.572333
  nChanged 52
		SP:Iteration 18Q (16738.110000 sec): 3 clusters
  Score: Raw -2371789.773157 + Penalty 3245.146950 = -2368544.626206
  nChanged 45
		SP:Iteration 19Q (16738.150000 sec): 3 clusters
  Score: Raw -2371829.402803 + Penalty 3245.146950 = -2368584.255853
  nChanged 44
		SP:Iteration 20F (16738.200000 sec): 3 clusters
  Score: Raw -2371876.946588 + Penalty 3245.146950 = -2368631.799638
  nChanged 40
		SP:Iteration 21Q (16738.240000 sec): 3 clusters
  Score: Raw -2371931.114869 + Penalty 3245.146950 = -2368685.967918
  nChanged 31
		SP:Iteration 22Q (16738.290000 sec): 3 clusters
  Score: Raw -2371971.079373 + Penalty 3245.146950 = -2368725.932422
  nChanged 25
		SP:Iteration 23Q (16738.330000 sec): 3 clusters
  Score: Raw -2371994.710507 + Penalty 3245.146950 = -2368749.563556
  nChanged 17
		SP:Iteration 24Q (16738.370000 sec): 3 clusters
  Score: Raw -2372006.089669 + Penalty 3245.146950 = -2368760.942718
  nChanged 11
		SP:Iteration 25Q (16738.410000 sec): 3 clusters
  Score: Raw -2372010.951523 + Penalty 3245.146950 = -2368765.804573
  nChanged 5
		SP:Iteration 26Q (16738.450000 sec): 3 clusters
  Score: Raw -2372012.642210 + Penalty 3245.146950 = -2368767.495260
  nChanged 2
		SP:Iteration 27Q (16738.490000 sec): 3 clusters
  Score: Raw -2372013.691315 + Penalty 3245.146950 = -2368768.544364
  nChanged 1
		SP:Iteration 28Q (16738.530000 sec): 3 clusters
  Score: Raw -2372014.607937 + Penalty 3245.146950 = -2368769.460987
  nChanged 1
		SP:Iteration 29Q (16738.570000 sec): 3 clusters
  Score: Raw -2372015.064621 + Penalty 3245.146950 = -2368769.917671
  nChanged 2
		SP:Iteration 30Q (16738.610000 sec): 3 clusters
  Score: Raw -2372016.222388 + Penalty 3245.146950 = -2368771.075437
  nChanged 1
		SP:Iteration 31Q (16738.650000 sec): 3 clusters
  Score: Raw -2372016.962578 + Penalty 3245.146950 = -2368771.815627
  nChanged 0
		SP:Iteration 32F (16738.700000 sec): 3 clusters
  Score: Raw -2372016.962578 + Penalty 3245.146950 = -2368771.815627
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16738.740000 sec): 2 clusters
  Score: Raw -1247520.420830 + Penalty 1506.745788 = -1246013.675042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16738.770000 sec): 3 clusters
  Score: Raw -1241536.664179 + Penalty 3013.491576 = -1238523.172603
  nChanged 4612
		SP:Iteration 1F (16738.790000 sec): 3 clusters
  Score: Raw -1243948.941935 + Penalty 3013.491576 = -1240935.450358
  nChanged 611
		SP:Iteration 2F (16738.820000 sec): 3 clusters
  Score: Raw -1244215.240730 + Penalty 3013.491576 = -1241201.749153
  nChanged 538
		SP:Iteration 3F (16738.850000 sec): 3 clusters
  Score: Raw -1244460.978267 + Penalty 3013.491576 = -1241447.486691
  nChanged 507
		SP:Iteration 4Q (16738.870000 sec): 3 clusters
  Score: Raw -1244711.614894 + Penalty 3013.491576 = -1241698.123318
  nChanged 487
		SP:Iteration 5Q (16738.900000 sec): 3 clusters
  Score: Raw -1244948.391183 + Penalty 3013.491576 = -1241934.899606
  nChanged 491
		SP:Iteration 6Q (16738.930000 sec): 3 clusters
  Score: Raw -1245198.435520 + Penalty 3013.491576 = -1242184.943944
  nChanged 504
		SP:Iteration 7Q (16738.950000 sec): 3 clusters
  Score: Raw -1245470.107433 + Penalty 3013.491576 = -1242456.615857
  nChanged 524
		SP:Iteration 8Q (16738.980000 sec): 3 clusters
  Score: Raw -1245811.336924 + Penalty 3013.491576 = -1242797.845347
  nChanged 528
		SP:Iteration 9Q (16739.010000 sec): 3 clusters
  Score: Raw -1246181.393288 + Penalty 3013.491576 = -1243167.901712
  nChanged 498
		SP:Iteration 10Q (16739.030000 sec): 3 clusters
  Score: Raw -1246589.417407 + Penalty 3013.491576 = -1243575.925830
  nChanged 448
		SP:Iteration 11Q (16739.060000 sec): 3 clusters
  Score: Raw -1246959.856608 + Penalty 3013.491576 = -1243946.365032
  nChanged 361
		SP:Iteration 12Q (16739.090000 sec): 3 clusters
  Score: Raw -1247227.834001 + Penalty 3013.491576 = -1244214.342424
  nChanged 270
		SP:Iteration 13Q (16739.110000 sec): 3 clusters
  Score: Raw -1247411.423769 + Penalty 3013.491576 = -1244397.932193
  nChanged 182
		SP:Iteration 14Q (16739.140000 sec): 3 clusters
  Score: Raw -1247518.898428 + Penalty 3013.491576 = -1244505.406851
  nChanged 151
		SP:Iteration 15Q (16739.160000 sec): 3 clusters
  Score: Raw -1247603.452743 + Penalty 3013.491576 = -1244589.961167
  nChanged 116
		SP:Iteration 16Q (16739.190000 sec): 3 clusters
  Score: Raw -1247654.451575 + Penalty 3013.491576 = -1244640.959998
  nChanged 81
		SP:Iteration 17Q (16739.210000 sec): 3 clusters
  Score: Raw -1247687.249993 + Penalty 3013.491576 = -1244673.758416
  nChanged 62
		SP:Iteration 18Q (16739.230000 sec): 3 clusters
  Score: Raw -1247708.683274 + Penalty 3013.491576 = -1244695.191697
  nChanged 52
		SP:Iteration 19Q (16739.260000 sec): 3 clusters
  Score: Raw -1247723.262380 + Penalty 3013.491576 = -1244709.770803
  nChanged 39
		SP:Iteration 20F (16739.280000 sec): 3 clusters
  Score: Raw -1247732.933724 + Penalty 3013.491576 = -1244719.442148
  nChanged 34
		SP:Iteration 21Q (16739.310000 sec): 3 clusters
  Score: Raw -1247741.030564 + Penalty 3013.491576 = -1244727.538987
  nChanged 26
		SP:Iteration 22Q (16739.330000 sec): 3 clusters
  Score: Raw -1247748.255294 + Penalty 3013.491576 = -1244734.763718
  nChanged 26
		SP:Iteration 23Q (16739.350000 sec): 3 clusters
  Score: Raw -1247753.711685 + Penalty 3013.491576 = -1244740.220109
  nChanged 24
		SP:Iteration 24Q (16739.370000 sec): 3 clusters
  Score: Raw -1247758.301643 + Penalty 3013.491576 = -1244744.810066
  nChanged 23
		SP:Iteration 25Q (16739.400000 sec): 3 clusters
  Score: Raw -1247764.750626 + Penalty 3013.491576 = -1244751.259049
  nChanged 32
		SP:Iteration 26Q (16739.420000 sec): 3 clusters
  Score: Raw -1247772.980312 + Penalty 3013.491576 = -1244759.488735
  nChanged 32
		SP:Iteration 27Q (16739.440000 sec): 3 clusters
  Score: Raw -1247781.222149 + Penalty 3013.491576 = -1244767.730573
  nChanged 26
		SP:Iteration 28Q (16739.460000 sec): 3 clusters
  Score: Raw -1247789.761407 + Penalty 3013.491576 = -1244776.269831
  nChanged 21
		SP:Iteration 29Q (16739.490000 sec): 3 clusters
  Score: Raw -1247796.250212 + Penalty 3013.491576 = -1244782.758636
  nChanged 28
		SP:Iteration 30Q (16739.510000 sec): 3 clusters
  Score: Raw -1247804.398039 + Penalty 3013.491576 = -1244790.906462
  nChanged 29
		SP:Iteration 31Q (16739.530000 sec): 3 clusters
  Score: Raw -1247813.902439 + Penalty 3013.491576 = -1244800.410862
  nChanged 27
		SP:Iteration 32Q (16739.550000 sec): 3 clusters
  Score: Raw -1247822.888639 + Penalty 3013.491576 = -1244809.397062
  nChanged 25
		SP:Iteration 33Q (16739.570000 sec): 3 clusters
  Score: Raw -1247833.007680 + Penalty 3013.491576 = -1244819.516104
  nChanged 27
		SP:Iteration 34Q (16739.590000 sec): 3 clusters
  Score: Raw -1247841.149658 + Penalty 3013.491576 = -1244827.658081
  nChanged 21
		SP:Iteration 35Q (16739.620000 sec): 3 clusters
  Score: Raw -1247847.476854 + Penalty 3013.491576 = -1244833.985278
  nChanged 16
		SP:Iteration 36Q (16739.640000 sec): 3 clusters
  Score: Raw -1247852.876029 + Penalty 3013.491576 = -1244839.384453
  nChanged 17
		SP:Iteration 37Q (16739.660000 sec): 3 clusters
  Score: Raw -1247857.429174 + Penalty 3013.491576 = -1244843.937597
  nChanged 14
		SP:Iteration 38Q (16739.680000 sec): 3 clusters
  Score: Raw -1247861.860899 + Penalty 3013.491576 = -1244848.369323
  nChanged 13
		SP:Iteration 39Q (16739.710000 sec): 3 clusters
  Score: Raw -1247865.772359 + Penalty 3013.491576 = -1244852.280783
  nChanged 16
		SP:Iteration 40F (16739.730000 sec): 3 clusters
  Score: Raw -1247871.120925 + Penalty 3013.491576 = -1244857.629349
  nChanged 17
		SP:Iteration 41Q (16739.750000 sec): 3 clusters
  Score: Raw -1247875.875652 + Penalty 3013.491576 = -1244862.384076
  nChanged 17
		SP:Iteration 42Q (16739.770000 sec): 3 clusters
  Score: Raw -1247879.844119 + Penalty 3013.491576 = -1244866.352543
  nChanged 18
		SP:Iteration 43Q (16739.790000 sec): 3 clusters
  Score: Raw -1247883.627417 + Penalty 3013.491576 = -1244870.135841
  nChanged 11
		SP:Iteration 44Q (16739.820000 sec): 3 clusters
  Score: Raw -1247886.146460 + Penalty 3013.491576 = -1244872.654884
  nChanged 9
		SP:Iteration 45Q (16739.840000 sec): 3 clusters
  Score: Raw -1247887.719136 + Penalty 3013.491576 = -1244874.227560
  nChanged 10
		SP:Iteration 46Q (16739.860000 sec): 3 clusters
  Score: Raw -1247890.475912 + Penalty 3013.491576 = -1244876.984336
  nChanged 10
		SP:Iteration 47Q (16739.880000 sec): 3 clusters
  Score: Raw -1247893.388721 + Penalty 3013.491576 = -1244879.897145
  nChanged 3
		SP:Iteration 48Q (16739.900000 sec): 3 clusters
  Score: Raw -1247893.910058 + Penalty 3013.491576 = -1244880.418482
  nChanged 3
		SP:Iteration 49Q (16739.920000 sec): 3 clusters
  Score: Raw -1247894.183423 + Penalty 3013.491576 = -1244880.691846
  nChanged 1
		SP:Iteration 50Q (16739.950000 sec): 3 clusters
  Score: Raw -1247894.255670 + Penalty 3013.491576 = -1244880.764094
  nChanged 0
		SP:Iteration 51F (16739.970000 sec): 3 clusters
  Score: Raw -1247894.255670 + Penalty 3013.491576 = -1244880.764094
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16740.030000 sec): 2 clusters
  Score: Raw -2345164.085190 + Penalty 1611.319337 = -2343552.765853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16740.090000 sec): 3 clusters
  Score: Raw -2333052.180344 + Penalty 3222.638673 = -2329829.541670
  nChanged 9190
		SP:Iteration 1F (16740.140000 sec): 3 clusters
  Score: Raw -2338104.923148 + Penalty 3222.638673 = -2334882.284475
  nChanged 1078
		SP:Iteration 2F (16740.190000 sec): 3 clusters
  Score: Raw -2338557.680942 + Penalty 3222.638673 = -2335335.042269
  nChanged 1158
		SP:Iteration 3F (16740.250000 sec): 3 clusters
  Score: Raw -2339186.125158 + Penalty 3222.638673 = -2335963.486485
  nChanged 1350
		SP:Iteration 4F (16740.300000 sec): 3 clusters
  Score: Raw -2340017.183910 + Penalty 3222.638673 = -2336794.545237
  nChanged 1477
		SP:Iteration 5F (16740.350000 sec): 3 clusters
  Score: Raw -2341115.643547 + Penalty 3222.638673 = -2337893.004874
  nChanged 1541
		SP:Iteration 6F (16740.410000 sec): 3 clusters
  Score: Raw -2342445.268073 + Penalty 3222.638673 = -2339222.629400
  nChanged 1319
		SP:Iteration 7F (16740.460000 sec): 3 clusters
  Score: Raw -2343626.635699 + Penalty 3222.638673 = -2340403.997026
  nChanged 937
		SP:Iteration 8Q (16740.510000 sec): 3 clusters
  Score: Raw -2344465.778825 + Penalty 3222.638673 = -2341243.140152
  nChanged 542
		SP:Iteration 9Q (16740.570000 sec): 3 clusters
  Score: Raw -2344947.126462 + Penalty 3222.638673 = -2341724.487789
  nChanged 292
		SP:Iteration 10Q (16740.610000 sec): 3 clusters
  Score: Raw -2345220.681676 + Penalty 3222.638673 = -2341998.043003
  nChanged 139
		SP:Iteration 11Q (16740.660000 sec): 3 clusters
  Score: Raw -2345333.896873 + Penalty 3222.638673 = -2342111.258200
  nChanged 70
		SP:Iteration 12Q (16740.710000 sec): 3 clusters
  Score: Raw -2345401.721571 + Penalty 3222.638673 = -2342179.082898
  nChanged 47
		SP:Iteration 13Q (16740.750000 sec): 3 clusters
  Score: Raw -2345447.848597 + Penalty 3222.638673 = -2342225.209923
  nChanged 15
		SP:Iteration 14Q (16740.790000 sec): 3 clusters
  Score: Raw -2345460.908883 + Penalty 3222.638673 = -2342238.270210
  nChanged 11
		SP:Iteration 15Q (16740.830000 sec): 3 clusters
  Score: Raw -2345471.072010 + Penalty 3222.638673 = -2342248.433337
  nChanged 10
		SP:Iteration 16Q (16740.870000 sec): 3 clusters
  Score: Raw -2345477.205849 + Penalty 3222.638673 = -2342254.567176
  nChanged 3
		SP:Iteration 17Q (16740.910000 sec): 3 clusters
  Score: Raw -2345479.113437 + Penalty 3222.638673 = -2342256.474764
  nChanged 0
		SP:Iteration 18F (16740.960000 sec): 3 clusters
  Score: Raw -2345479.113437 + Penalty 3222.638673 = -2342256.474764
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16741.000000 sec): 2 clusters
  Score: Raw -1261452.516472 + Penalty 1506.010978 = -1259946.505494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16741.030000 sec): 3 clusters
  Score: Raw -1255493.579109 + Penalty 3012.021955 = -1252481.557154
  nChanged 4536
		SP:Iteration 1F (16741.050000 sec): 3 clusters
  Score: Raw -1258033.641218 + Penalty 3012.021955 = -1255021.619262
  nChanged 768
		SP:Iteration 2F (16741.080000 sec): 3 clusters
  Score: Raw -1258506.449483 + Penalty 3012.021955 = -1255494.427528
  nChanged 698
		SP:Iteration 3F (16741.110000 sec): 3 clusters
  Score: Raw -1258994.367511 + Penalty 3012.021955 = -1255982.345555
  nChanged 690
		SP:Iteration 4F (16741.130000 sec): 3 clusters
  Score: Raw -1259466.474932 + Penalty 3012.021955 = -1256454.452976
  nChanged 692
		SP:Iteration 5F (16741.160000 sec): 3 clusters
  Score: Raw -1259959.453605 + Penalty 3012.021955 = -1256947.431649
  nChanged 600
		SP:Iteration 6F (16741.190000 sec): 3 clusters
  Score: Raw -1260355.348349 + Penalty 3012.021955 = -1257343.326394
  nChanged 484
		SP:Iteration 7Q (16741.210000 sec): 3 clusters
  Score: Raw -1260660.788035 + Penalty 3012.021955 = -1257648.766079
  nChanged 414
		SP:Iteration 8Q (16741.240000 sec): 3 clusters
  Score: Raw -1260889.789303 + Penalty 3012.021955 = -1257877.767347
  nChanged 312
		SP:Iteration 9Q (16741.270000 sec): 3 clusters
  Score: Raw -1261035.271252 + Penalty 3012.021955 = -1258023.249297
  nChanged 223
		SP:Iteration 10Q (16741.290000 sec): 3 clusters
  Score: Raw -1261115.672362 + Penalty 3012.021955 = -1258103.650407
  nChanged 157
		SP:Iteration 11Q (16741.320000 sec): 3 clusters
  Score: Raw -1261164.002193 + Penalty 3012.021955 = -1258151.980238
  nChanged 108
		SP:Iteration 12Q (16741.350000 sec): 3 clusters
  Score: Raw -1261198.156785 + Penalty 3012.021955 = -1258186.134829
  nChanged 94
		SP:Iteration 13Q (16741.370000 sec): 3 clusters
  Score: Raw -1261222.427499 + Penalty 3012.021955 = -1258210.405543
  nChanged 89
		SP:Iteration 14Q (16741.390000 sec): 3 clusters
  Score: Raw -1261247.774196 + Penalty 3012.021955 = -1258235.752241
  nChanged 74
		SP:Iteration 15Q (16741.420000 sec): 3 clusters
  Score: Raw -1261266.763283 + Penalty 3012.021955 = -1258254.741328
  nChanged 61
		SP:Iteration 16Q (16741.450000 sec): 3 clusters
  Score: Raw -1261280.483599 + Penalty 3012.021955 = -1258268.461643
  nChanged 58
		SP:Iteration 17Q (16741.470000 sec): 3 clusters
  Score: Raw -1261293.918911 + Penalty 3012.021955 = -1258281.896956
  nChanged 58
		SP:Iteration 18Q (16741.500000 sec): 3 clusters
  Score: Raw -1261307.444199 + Penalty 3012.021955 = -1258295.422243
  nChanged 58
		SP:Iteration 19Q (16741.520000 sec): 3 clusters
  Score: Raw -1261321.023503 + Penalty 3012.021955 = -1258309.001547
  nChanged 64
		SP:Iteration 20F (16741.550000 sec): 3 clusters
  Score: Raw -1261334.316284 + Penalty 3012.021955 = -1258322.294328
  nChanged 54
		SP:Iteration 21Q (16741.570000 sec): 3 clusters
  Score: Raw -1261347.177692 + Penalty 3012.021955 = -1258335.155736
  nChanged 58
		SP:Iteration 22Q (16741.600000 sec): 3 clusters
  Score: Raw -1261361.887382 + Penalty 3012.021955 = -1258349.865426
  nChanged 52
		SP:Iteration 23Q (16741.620000 sec): 3 clusters
  Score: Raw -1261372.366777 + Penalty 3012.021955 = -1258360.344821
  nChanged 37
		SP:Iteration 24Q (16741.650000 sec): 3 clusters
  Score: Raw -1261379.101076 + Penalty 3012.021955 = -1258367.079120
  nChanged 32
		SP:Iteration 25Q (16741.670000 sec): 3 clusters
  Score: Raw -1261385.623965 + Penalty 3012.021955 = -1258373.602010
  nChanged 33
		SP:Iteration 26Q (16741.700000 sec): 3 clusters
  Score: Raw -1261392.823643 + Penalty 3012.021955 = -1258380.801687
  nChanged 37
		SP:Iteration 27Q (16741.720000 sec): 3 clusters
  Score: Raw -1261401.518431 + Penalty 3012.021955 = -1258389.496475
  nChanged 37
		SP:Iteration 28Q (16741.750000 sec): 3 clusters
  Score: Raw -1261408.880112 + Penalty 3012.021955 = -1258396.858156
  nChanged 29
		SP:Iteration 29Q (16741.770000 sec): 3 clusters
  Score: Raw -1261414.376809 + Penalty 3012.021955 = -1258402.354854
  nChanged 30
		SP:Iteration 30Q (16741.800000 sec): 3 clusters
  Score: Raw -1261421.111704 + Penalty 3012.021955 = -1258409.089748
  nChanged 32
		SP:Iteration 31Q (16741.820000 sec): 3 clusters
  Score: Raw -1261427.931338 + Penalty 3012.021955 = -1258415.909382
  nChanged 30
		SP:Iteration 32Q (16741.850000 sec): 3 clusters
  Score: Raw -1261432.624888 + Penalty 3012.021955 = -1258420.602932
  nChanged 22
		SP:Iteration 33Q (16741.870000 sec): 3 clusters
  Score: Raw -1261436.691622 + Penalty 3012.021955 = -1258424.669667
  nChanged 24
		SP:Iteration 34Q (16741.890000 sec): 3 clusters
  Score: Raw -1261440.528637 + Penalty 3012.021955 = -1258428.506682
  nChanged 18
		SP:Iteration 35Q (16741.920000 sec): 3 clusters
  Score: Raw -1261442.391233 + Penalty 3012.021955 = -1258430.369278
  nChanged 16
		SP:Iteration 36Q (16741.940000 sec): 3 clusters
  Score: Raw -1261444.413419 + Penalty 3012.021955 = -1258432.391463
  nChanged 11
		SP:Iteration 37Q (16741.970000 sec): 3 clusters
  Score: Raw -1261446.089368 + Penalty 3012.021955 = -1258434.067412
  nChanged 13
		SP:Iteration 38Q (16741.990000 sec): 3 clusters
  Score: Raw -1261448.200640 + Penalty 3012.021955 = -1258436.178685
  nChanged 17
		SP:Iteration 39Q (16742.010000 sec): 3 clusters
  Score: Raw -1261451.627160 + Penalty 3012.021955 = -1258439.605204
  nChanged 22
		SP:Iteration 40F (16742.040000 sec): 3 clusters
  Score: Raw -1261455.979193 + Penalty 3012.021955 = -1258443.957238
  nChanged 19
		SP:Iteration 41Q (16742.070000 sec): 3 clusters
  Score: Raw -1261459.900074 + Penalty 3012.021955 = -1258447.878118
  nChanged 17
		SP:Iteration 42Q (16742.090000 sec): 3 clusters
  Score: Raw -1261463.099344 + Penalty 3012.021955 = -1258451.077388
  nChanged 15
		SP:Iteration 43Q (16742.120000 sec): 3 clusters
  Score: Raw -1261465.715591 + Penalty 3012.021955 = -1258453.693635
  nChanged 11
		SP:Iteration 44Q (16742.140000 sec): 3 clusters
  Score: Raw -1261467.436772 + Penalty 3012.021955 = -1258455.414817
  nChanged 10
		SP:Iteration 45Q (16742.170000 sec): 3 clusters
  Score: Raw -1261468.899477 + Penalty 3012.021955 = -1258456.877522
  nChanged 9
		SP:Iteration 46Q (16742.190000 sec): 3 clusters
  Score: Raw -1261470.138927 + Penalty 3012.021955 = -1258458.116972
  nChanged 11
		SP:Iteration 47Q (16742.210000 sec): 3 clusters
  Score: Raw -1261471.557367 + Penalty 3012.021955 = -1258459.535412
  nChanged 6
		SP:Iteration 48Q (16742.240000 sec): 3 clusters
  Score: Raw -1261472.312696 + Penalty 3012.021955 = -1258460.290740
  nChanged 9
		SP:Iteration 49Q (16742.260000 sec): 3 clusters
  Score: Raw -1261473.660740 + Penalty 3012.021955 = -1258461.638785
  nChanged 8
		SP:Iteration 50Q (16742.290000 sec): 3 clusters
  Score: Raw -1261474.342224 + Penalty 3012.021955 = -1258462.320269
  nChanged 3
		SP:Iteration 51Q (16742.310000 sec): 3 clusters
  Score: Raw -1261474.669067 + Penalty 3012.021955 = -1258462.647111
  nChanged 5
		SP:Iteration 52Q (16742.330000 sec): 3 clusters
  Score: Raw -1261474.911663 + Penalty 3012.021955 = -1258462.889708
  nChanged 2
		SP:Iteration 53Q (16742.360000 sec): 3 clusters
  Score: Raw -1261475.357870 + Penalty 3012.021955 = -1258463.335915
  nChanged 4
		SP:Iteration 54Q (16742.380000 sec): 3 clusters
  Score: Raw -1261476.498999 + Penalty 3012.021955 = -1258464.477043
  nChanged 7
		SP:Iteration 55Q (16742.410000 sec): 3 clusters
  Score: Raw -1261477.604845 + Penalty 3012.021955 = -1258465.582889
  nChanged 8
		SP:Iteration 56Q (16742.430000 sec): 3 clusters
  Score: Raw -1261478.677820 + Penalty 3012.021955 = -1258466.655864
  nChanged 12
		SP:Iteration 57Q (16742.460000 sec): 3 clusters
  Score: Raw -1261480.429244 + Penalty 3012.021955 = -1258468.407289
  nChanged 13
		SP:Iteration 58Q (16742.480000 sec): 3 clusters
  Score: Raw -1261482.388239 + Penalty 3012.021955 = -1258470.366284
  nChanged 15
		SP:Iteration 59Q (16742.510000 sec): 3 clusters
  Score: Raw -1261484.568777 + Penalty 3012.021955 = -1258472.546822
  nChanged 13
		SP:Iteration 60F (16742.530000 sec): 3 clusters
  Score: Raw -1261486.297584 + Penalty 3012.021955 = -1258474.275628
  nChanged 12
		SP:Iteration 61Q (16742.550000 sec): 3 clusters
  Score: Raw -1261488.070557 + Penalty 3012.021955 = -1258476.048601
  nChanged 10
		SP:Iteration 62Q (16742.580000 sec): 3 clusters
  Score: Raw -1261489.237640 + Penalty 3012.021955 = -1258477.215685
  nChanged 15
		SP:Iteration 63Q (16742.600000 sec): 3 clusters
  Score: Raw -1261491.597535 + Penalty 3012.021955 = -1258479.575580
  nChanged 8
		SP:Iteration 64Q (16742.630000 sec): 3 clusters
  Score: Raw -1261492.413410 + Penalty 3012.021955 = -1258480.391455
  nChanged 3
		SP:Iteration 65Q (16742.650000 sec): 3 clusters
  Score: Raw -1261492.717858 + Penalty 3012.021955 = -1258480.695902
  nChanged 1
		SP:Iteration 66Q (16742.670000 sec): 3 clusters
  Score: Raw -1261492.737936 + Penalty 3012.021955 = -1258480.715981
  nChanged 0
		SP:Iteration 67F (16742.710000 sec): 3 clusters
  Score: Raw -1261492.737936 + Penalty 3012.021955 = -1258480.715981
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16742.720000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16742.730000 sec): 3 clusters
  Score: Raw -363969.044106 + Penalty 2628.083339 = -361340.960767
  nChanged 1244
		SP:Iteration 1F (16742.740000 sec): 3 clusters
  Score: Raw -364636.817375 + Penalty 2628.083339 = -362008.734036
  nChanged 230
		SP:Iteration 2F (16742.750000 sec): 3 clusters
  Score: Raw -364767.416604 + Penalty 2628.083339 = -362139.333264
  nChanged 160
		SP:Iteration 3Q (16742.760000 sec): 3 clusters
  Score: Raw -364863.973216 + Penalty 2628.083339 = -362235.889876
  nChanged 139
		SP:Iteration 4Q (16742.760000 sec): 3 clusters
  Score: Raw -364949.226543 + Penalty 2628.083339 = -362321.143204
  nChanged 119
		SP:Iteration 5Q (16742.770000 sec): 3 clusters
  Score: Raw -365013.466775 + Penalty 2628.083339 = -362385.383435
  nChanged 91
		SP:Iteration 6Q (16742.780000 sec): 3 clusters
  Score: Raw -365059.340591 + Penalty 2628.083339 = -362431.257251
  nChanged 75
		SP:Iteration 7Q (16742.790000 sec): 3 clusters
  Score: Raw -365097.179318 + Penalty 2628.083339 = -362469.095979
  nChanged 75
		SP:Iteration 8Q (16742.800000 sec): 3 clusters
  Score: Raw -365132.142392 + Penalty 2628.083339 = -362504.059053
  nChanged 70
		SP:Iteration 9Q (16742.800000 sec): 3 clusters
  Score: Raw -365164.490801 + Penalty 2628.083339 = -362536.407462
  nChanged 57
		SP:Iteration 10Q (16742.810000 sec): 3 clusters
  Score: Raw -365190.170332 + Penalty 2628.083339 = -362562.086992
  nChanged 65
		SP:Iteration 11Q (16742.820000 sec): 3 clusters
  Score: Raw -365219.987335 + Penalty 2628.083339 = -362591.903996
  nChanged 54
		SP:Iteration 12Q (16742.830000 sec): 3 clusters
  Score: Raw -365242.086253 + Penalty 2628.083339 = -362614.002913
  nChanged 49
		SP:Iteration 13Q (16742.840000 sec): 3 clusters
  Score: Raw -365265.653949 + Penalty 2628.083339 = -362637.570610
  nChanged 53
		SP:Iteration 14Q (16742.840000 sec): 3 clusters
  Score: Raw -365289.922952 + Penalty 2628.083339 = -362661.839612
  nChanged 50
		SP:Iteration 15Q (16742.850000 sec): 3 clusters
  Score: Raw -365311.718933 + Penalty 2628.083339 = -362683.635593
  nChanged 46
		SP:Iteration 16Q (16742.860000 sec): 3 clusters
  Score: Raw -365334.970198 + Penalty 2628.083339 = -362706.886859
  nChanged 46
		SP:Iteration 17Q (16742.870000 sec): 3 clusters
  Score: Raw -365365.545045 + Penalty 2628.083339 = -362737.461705
  nChanged 48
		SP:Iteration 18Q (16742.880000 sec): 3 clusters
  Score: Raw -365400.973007 + Penalty 2628.083339 = -362772.889668
  nChanged 63
		SP:Iteration 19Q (16742.880000 sec): 3 clusters
  Score: Raw -365454.156424 + Penalty 2628.083339 = -362826.073084
  nChanged 81
		SP:Iteration 20F (16742.890000 sec): 3 clusters
  Score: Raw -365522.853415 + Penalty 2628.083339 = -362894.770075
  nChanged 101
		SP:Iteration 21Q (16742.900000 sec): 3 clusters
  Score: Raw -365609.120425 + Penalty 2628.083339 = -362981.037086
  nChanged 93
		SP:Iteration 22Q (16742.900000 sec): 3 clusters
  Score: Raw -365679.507897 + Penalty 2628.083339 = -363051.424558
  nChanged 85
		SP:Iteration 23Q (16742.910000 sec): 3 clusters
  Score: Raw -365737.415907 + Penalty 2628.083339 = -363109.332567
  nChanged 67
		SP:Iteration 24Q (16742.920000 sec): 3 clusters
  Score: Raw -365783.307853 + Penalty 2628.083339 = -363155.224514
  nChanged 67
		SP:Iteration 25Q (16742.930000 sec): 3 clusters
  Score: Raw -365825.068965 + Penalty 2628.083339 = -363196.985626
  nChanged 55
		SP:Iteration 26Q (16742.940000 sec): 3 clusters
  Score: Raw -365852.553466 + Penalty 2628.083339 = -363224.470126
  nChanged 44
		SP:Iteration 27Q (16742.940000 sec): 3 clusters
  Score: Raw -365874.771308 + Penalty 2628.083339 = -363246.687969
  nChanged 30
		SP:Iteration 28Q (16742.950000 sec): 3 clusters
  Score: Raw -365889.300387 + Penalty 2628.083339 = -363261.217048
  nChanged 30
		SP:Iteration 29Q (16742.960000 sec): 3 clusters
  Score: Raw -365904.022967 + Penalty 2628.083339 = -363275.939627
  nChanged 19
		SP:Iteration 30Q (16742.970000 sec): 3 clusters
  Score: Raw -365912.026207 + Penalty 2628.083339 = -363283.942868
  nChanged 14
		SP:Iteration 31Q (16742.970000 sec): 3 clusters
  Score: Raw -365916.324819 + Penalty 2628.083339 = -363288.241480
  nChanged 10
		SP:Iteration 32Q (16742.980000 sec): 3 clusters
  Score: Raw -365919.340520 + Penalty 2628.083339 = -363291.257181
  nChanged 12
		SP:Iteration 33Q (16742.990000 sec): 3 clusters
  Score: Raw -365923.203838 + Penalty 2628.083339 = -363295.120498
  nChanged 15
		SP:Iteration 34Q (16743.000000 sec): 3 clusters
  Score: Raw -365928.363531 + Penalty 2628.083339 = -363300.280192
  nChanged 7
		SP:Iteration 35Q (16743.000000 sec): 3 clusters
  Score: Raw -365930.473734 + Penalty 2628.083339 = -363302.390395
  nChanged 6
		SP:Iteration 36Q (16743.010000 sec): 3 clusters
  Score: Raw -365932.452319 + Penalty 2628.083339 = -363304.368979
  nChanged 6
		SP:Iteration 37Q (16743.020000 sec): 3 clusters
  Score: Raw -365934.601626 + Penalty 2628.083339 = -363306.518286
  nChanged 5
		SP:Iteration 38Q (16743.020000 sec): 3 clusters
  Score: Raw -365935.871304 + Penalty 2628.083339 = -363307.787965
  nChanged 3
		SP:Iteration 39Q (16743.030000 sec): 3 clusters
  Score: Raw -365936.676702 + Penalty 2628.083339 = -363308.593362
  nChanged 2
		SP:Iteration 40F (16743.040000 sec): 3 clusters
  Score: Raw -365937.110343 + Penalty 2628.083339 = -363309.027003
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16743.190000 sec): 2 clusters
  Score: Raw -5891624.959246 + Penalty 1756.567660 = -5889868.391586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16743.320000 sec): 3 clusters
  Score: Raw -5860317.566447 + Penalty 3513.135320 = -5856804.431127
  nChanged 23213
		SP:Iteration 1F (16743.460000 sec): 3 clusters
  Score: Raw -5873187.304427 + Penalty 3513.135320 = -5869674.169107
  nChanged 1723
		SP:Iteration 2Q (16743.590000 sec): 3 clusters
  Score: Raw -5873659.338543 + Penalty 3513.135320 = -5870146.203223
  nChanged 1872
		SP:Iteration 3Q (16743.730000 sec): 3 clusters
  Score: Raw -5874318.387411 + Penalty 3513.135320 = -5870805.252092
  nChanged 2298
		SP:Iteration 4Q (16743.860000 sec): 3 clusters
  Score: Raw -5875365.896796 + Penalty 3513.135320 = -5871852.761476
  nChanged 2920
		SP:Iteration 5F (16744.000000 sec): 3 clusters
  Score: Raw -5877076.088528 + Penalty 3513.135320 = -5873562.953208
  nChanged 3716
		SP:Iteration 6F (16744.130000 sec): 3 clusters
  Score: Raw -5879860.235810 + Penalty 3513.135320 = -5876347.100491
  nChanged 4334
		SP:Iteration 7F (16744.260000 sec): 3 clusters
  Score: Raw -5883819.223472 + Penalty 3513.135320 = -5880306.088152
  nChanged 4078
		SP:Iteration 8F (16744.390000 sec): 3 clusters
  Score: Raw -5887890.041548 + Penalty 3513.135320 = -5884376.906228
  nChanged 2466
		SP:Iteration 9Q (16744.520000 sec): 3 clusters
  Score: Raw -5890350.437306 + Penalty 3513.135320 = -5886837.301986
  nChanged 1028
		SP:Iteration 10Q (16744.640000 sec): 3 clusters
  Score: Raw -5891370.445228 + Penalty 3513.135320 = -5887857.309908
  nChanged 271
		SP:Iteration 11Q (16744.740000 sec): 3 clusters
  Score: Raw -5891666.416490 + Penalty 3513.135320 = -5888153.281170
  nChanged 58
		SP:Iteration 12Q (16744.840000 sec): 3 clusters
  Score: Raw -5891755.967836 + Penalty 3513.135320 = -5888242.832517
  nChanged 24
		SP:Iteration 13Q (16744.930000 sec): 3 clusters
  Score: Raw -5891796.837251 + Penalty 3513.135320 = -5888283.701932
  nChanged 10
		SP:Iteration 14Q (16745.020000 sec): 3 clusters
  Score: Raw -5891818.220944 + Penalty 3513.135320 = -5888305.085625
  nChanged 5
		SP:Iteration 15Q (16745.110000 sec): 3 clusters
  Score: Raw -5891829.696478 + Penalty 3513.135320 = -5888316.561158
  nChanged 3
		SP:Iteration 16Q (16745.200000 sec): 3 clusters
  Score: Raw -5891834.812519 + Penalty 3513.135320 = -5888321.677200
  nChanged 2
		SP:Iteration 17Q (16745.290000 sec): 3 clusters
  Score: Raw -5891837.051627 + Penalty 3513.135320 = -5888323.916307
  nChanged 0
		SP:Iteration 18F (16745.420000 sec): 3 clusters
  Score: Raw -5891837.051627 + Penalty 3513.135320 = -5888323.916307
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16745.470000 sec): 2 clusters
  Score: Raw -1215565.938732 + Penalty 1504.438385 = -1214061.500347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16745.500000 sec): 3 clusters
  Score: Raw -1209593.565931 + Penalty 3008.876770 = -1206584.689162
  nChanged 4582
		SP:Iteration 1F (16745.520000 sec): 3 clusters
  Score: Raw -1212003.026909 + Penalty 3008.876770 = -1208994.150140
  nChanged 568
		SP:Iteration 2F (16745.550000 sec): 3 clusters
  Score: Raw -1212216.708795 + Penalty 3008.876770 = -1209207.832025
  nChanged 485
		SP:Iteration 3Q (16745.580000 sec): 3 clusters
  Score: Raw -1212379.766232 + Penalty 3008.876770 = -1209370.889463
  nChanged 416
		SP:Iteration 4Q (16745.600000 sec): 3 clusters
  Score: Raw -1212514.805753 + Penalty 3008.876770 = -1209505.928983
  nChanged 371
		SP:Iteration 5Q (16745.630000 sec): 3 clusters
  Score: Raw -1212633.100979 + Penalty 3008.876770 = -1209624.224210
  nChanged 368
		SP:Iteration 6Q (16745.660000 sec): 3 clusters
  Score: Raw -1212767.956925 + Penalty 3008.876770 = -1209759.080156
  nChanged 345
		SP:Iteration 7Q (16745.680000 sec): 3 clusters
  Score: Raw -1212884.572742 + Penalty 3008.876770 = -1209875.695973
  nChanged 318
		SP:Iteration 8Q (16745.710000 sec): 3 clusters
  Score: Raw -1212999.629138 + Penalty 3008.876770 = -1209990.752368
  nChanged 343
		SP:Iteration 9Q (16745.740000 sec): 3 clusters
  Score: Raw -1213144.052379 + Penalty 3008.876770 = -1210135.175610
  nChanged 403
		SP:Iteration 10Q (16745.760000 sec): 3 clusters
  Score: Raw -1213334.699612 + Penalty 3008.876770 = -1210325.822842
  nChanged 434
		SP:Iteration 11Q (16745.790000 sec): 3 clusters
  Score: Raw -1213553.572364 + Penalty 3008.876770 = -1210544.695594
  nChanged 473
		SP:Iteration 12Q (16745.820000 sec): 3 clusters
  Score: Raw -1213814.879203 + Penalty 3008.876770 = -1210806.002433
  nChanged 484
		SP:Iteration 13Q (16745.840000 sec): 3 clusters
  Score: Raw -1214101.647103 + Penalty 3008.876770 = -1211092.770334
  nChanged 493
		SP:Iteration 14Q (16745.870000 sec): 3 clusters
  Score: Raw -1214387.471322 + Penalty 3008.876770 = -1211378.594553
  nChanged 441
		SP:Iteration 15Q (16745.900000 sec): 3 clusters
  Score: Raw -1214648.672520 + Penalty 3008.876770 = -1211639.795751
  nChanged 373
		SP:Iteration 16Q (16745.920000 sec): 3 clusters
  Score: Raw -1214869.345112 + Penalty 3008.876770 = -1211860.468343
  nChanged 312
		SP:Iteration 17Q (16745.950000 sec): 3 clusters
  Score: Raw -1215067.579737 + Penalty 3008.876770 = -1212058.702968
  nChanged 286
		SP:Iteration 18Q (16745.980000 sec): 3 clusters
  Score: Raw -1215240.391671 + Penalty 3008.876770 = -1212231.514902
  nChanged 229
		SP:Iteration 19Q (16746.000000 sec): 3 clusters
  Score: Raw -1215364.674262 + Penalty 3008.876770 = -1212355.797493
  nChanged 167
		SP:Iteration 20F (16746.030000 sec): 3 clusters
  Score: Raw -1215449.208746 + Penalty 3008.876770 = -1212440.331977
  nChanged 137
		SP:Iteration 21Q (16746.060000 sec): 3 clusters
  Score: Raw -1215512.171663 + Penalty 3008.876770 = -1212503.294894
  nChanged 92
		SP:Iteration 22Q (16746.080000 sec): 3 clusters
  Score: Raw -1215557.048928 + Penalty 3008.876770 = -1212548.172158
  nChanged 77
		SP:Iteration 23Q (16746.100000 sec): 3 clusters
  Score: Raw -1215595.003582 + Penalty 3008.876770 = -1212586.126813
  nChanged 66
		SP:Iteration 24Q (16746.130000 sec): 3 clusters
  Score: Raw -1215626.157520 + Penalty 3008.876770 = -1212617.280751
  nChanged 53
		SP:Iteration 25Q (16746.150000 sec): 3 clusters
  Score: Raw -1215651.340756 + Penalty 3008.876770 = -1212642.463987
  nChanged 42
		SP:Iteration 26Q (16746.180000 sec): 3 clusters
  Score: Raw -1215672.310345 + Penalty 3008.876770 = -1212663.433576
  nChanged 34
		SP:Iteration 27Q (16746.200000 sec): 3 clusters
  Score: Raw -1215690.265601 + Penalty 3008.876770 = -1212681.388831
  nChanged 22
		SP:Iteration 28Q (16746.220000 sec): 3 clusters
  Score: Raw -1215701.997292 + Penalty 3008.876770 = -1212693.120522
  nChanged 31
		SP:Iteration 29Q (16746.240000 sec): 3 clusters
  Score: Raw -1215716.959256 + Penalty 3008.876770 = -1212708.082486
  nChanged 29
		SP:Iteration 30Q (16746.270000 sec): 3 clusters
  Score: Raw -1215732.220900 + Penalty 3008.876770 = -1212723.344130
  nChanged 22
		SP:Iteration 31Q (16746.290000 sec): 3 clusters
  Score: Raw -1215744.029467 + Penalty 3008.876770 = -1212735.152698
  nChanged 28
		SP:Iteration 32Q (16746.310000 sec): 3 clusters
  Score: Raw -1215761.220708 + Penalty 3008.876770 = -1212752.343938
  nChanged 28
		SP:Iteration 33Q (16746.330000 sec): 3 clusters
  Score: Raw -1215775.264885 + Penalty 3008.876770 = -1212766.388115
  nChanged 18
		SP:Iteration 34Q (16746.360000 sec): 3 clusters
  Score: Raw -1215782.948781 + Penalty 3008.876770 = -1212774.072012
  nChanged 15
		SP:Iteration 35Q (16746.380000 sec): 3 clusters
  Score: Raw -1215793.339717 + Penalty 3008.876770 = -1212784.462947
  nChanged 18
		SP:Iteration 36Q (16746.400000 sec): 3 clusters
  Score: Raw -1215803.848700 + Penalty 3008.876770 = -1212794.971930
  nChanged 14
		SP:Iteration 37Q (16746.420000 sec): 3 clusters
  Score: Raw -1215812.447848 + Penalty 3008.876770 = -1212803.571078
  nChanged 13
		SP:Iteration 38Q (16746.440000 sec): 3 clusters
  Score: Raw -1215818.978545 + Penalty 3008.876770 = -1212810.101776
  nChanged 10
		SP:Iteration 39Q (16746.460000 sec): 3 clusters
  Score: Raw -1215826.415792 + Penalty 3008.876770 = -1212817.539023
  nChanged 12
		SP:Iteration 40F (16746.490000 sec): 3 clusters
  Score: Raw -1215833.076473 + Penalty 3008.876770 = -1212824.199704
  nChanged 8
		SP:Iteration 41Q (16746.510000 sec): 3 clusters
  Score: Raw -1215836.141475 + Penalty 3008.876770 = -1212827.264706
  nChanged 4
		SP:Iteration 42Q (16746.540000 sec): 3 clusters
  Score: Raw -1215838.085722 + Penalty 3008.876770 = -1212829.208953
  nChanged 2
		SP:Iteration 43Q (16746.560000 sec): 3 clusters
  Score: Raw -1215839.077481 + Penalty 3008.876770 = -1212830.200711
  nChanged 1
		SP:Iteration 44Q (16746.580000 sec): 3 clusters
  Score: Raw -1215839.391239 + Penalty 3008.876770 = -1212830.514469
  nChanged 0
		SP:Iteration 45F (16746.600000 sec): 3 clusters
  Score: Raw -1215839.391239 + Penalty 3008.876770 = -1212830.514469
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16746.620000 sec): 2 clusters
  Score: Raw -194905.741079 + Penalty 1215.294409 = -193690.446670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16746.620000 sec): 3 clusters
  Score: Raw -194145.188411 + Penalty 2430.588818 = -191714.599592
  nChanged 611
		SP:Iteration 1F (16746.620000 sec): 3 clusters
  Score: Raw -194594.162693 + Penalty 2430.588818 = -192163.573875
  nChanged 153
		SP:Iteration 2F (16746.630000 sec): 3 clusters
  Score: Raw -194737.160253 + Penalty 2430.588818 = -192306.571435
  nChanged 104
		SP:Iteration 3F (16746.630000 sec): 3 clusters
  Score: Raw -194821.098954 + Penalty 2430.588818 = -192390.510136
  nChanged 74
		SP:Iteration 4Q (16746.640000 sec): 3 clusters
  Score: Raw -194892.306293 + Penalty 2430.588818 = -192461.717475
  nChanged 76
		SP:Iteration 5Q (16746.640000 sec): 3 clusters
  Score: Raw -194960.726705 + Penalty 2430.588818 = -192530.137887
  nChanged 66
		SP:Iteration 6Q (16746.650000 sec): 3 clusters
  Score: Raw -195025.139422 + Penalty 2430.588818 = -192594.550604
  nChanged 52
		SP:Iteration 7Q (16746.650000 sec): 3 clusters
  Score: Raw -195076.595293 + Penalty 2430.588818 = -192646.006475
  nChanged 56
		SP:Iteration 8Q (16746.660000 sec): 3 clusters
  Score: Raw -195135.240940 + Penalty 2430.588818 = -192704.652122
  nChanged 44
		SP:Iteration 9Q (16746.660000 sec): 3 clusters
  Score: Raw -195176.032624 + Penalty 2430.588818 = -192745.443805
  nChanged 31
		SP:Iteration 10Q (16746.660000 sec): 3 clusters
  Score: Raw -195200.211425 + Penalty 2430.588818 = -192769.622607
  nChanged 21
		SP:Iteration 11Q (16746.670000 sec): 3 clusters
  Score: Raw -195218.314130 + Penalty 2430.588818 = -192787.725311
  nChanged 16
		SP:Iteration 12Q (16746.670000 sec): 3 clusters
  Score: Raw -195229.984520 + Penalty 2430.588818 = -192799.395702
  nChanged 14
		SP:Iteration 13Q (16746.680000 sec): 3 clusters
  Score: Raw -195241.326918 + Penalty 2430.588818 = -192810.738100
  nChanged 10
		SP:Iteration 14Q (16746.680000 sec): 3 clusters
  Score: Raw -195247.921542 + Penalty 2430.588818 = -192817.332724
  nChanged 6
		SP:Iteration 15Q (16746.680000 sec): 3 clusters
  Score: Raw -195252.083394 + Penalty 2430.588818 = -192821.494576
  nChanged 6
		SP:Iteration 16Q (16746.690000 sec): 3 clusters
  Score: Raw -195256.258793 + Penalty 2430.588818 = -192825.669975
  nChanged 3
		SP:Iteration 17Q (16746.690000 sec): 3 clusters
  Score: Raw -195257.959663 + Penalty 2430.588818 = -192827.370844
  nChanged 2
		SP:Iteration 18Q (16746.700000 sec): 3 clusters
  Score: Raw -195259.996093 + Penalty 2430.588818 = -192829.407275
  nChanged 5
		SP:Iteration 19Q (16746.700000 sec): 3 clusters
  Score: Raw -195263.109188 + Penalty 2430.588818 = -192832.520370
  nChanged 3
		SP:Iteration 20F (16746.710000 sec): 3 clusters
  Score: Raw -195264.366395 + Penalty 2430.588818 = -192833.777577
  nChanged 1
		SP:Iteration 21Q (16746.710000 sec): 3 clusters
  Score: Raw -195265.204762 + Penalty 2430.588818 = -192834.615944
  nChanged 1
		SP:Iteration 22Q (16746.720000 sec): 3 clusters
  Score: Raw -195265.522562 + Penalty 2430.588818 = -192834.933744
  nChanged 0
		SP:Iteration 23F (16746.720000 sec): 3 clusters
  Score: Raw -195265.522562 + Penalty 2430.588818 = -192834.933744
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (26253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16746.800000 sec): 2 clusters
  Score: Raw -3037270.090520 + Penalty 1653.524526 = -3035616.565994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16746.870000 sec): 3 clusters
  Score: Raw -3021311.382661 + Penalty 3307.049053 = -3018004.333608
  nChanged 11907
		SP:Iteration 1F (16746.940000 sec): 3 clusters
  Score: Raw -3028307.002883 + Penalty 3307.049053 = -3024999.953830
  nChanged 1447
		SP:Iteration 2F (16747.010000 sec): 3 clusters
  Score: Raw -3029044.357953 + Penalty 3307.049053 = -3025737.308901
  nChanged 1477
		SP:Iteration 3F (16747.080000 sec): 3 clusters
  Score: Raw -3029886.416255 + Penalty 3307.049053 = -3026579.367202
  nChanged 1447
		SP:Iteration 4F (16747.150000 sec): 3 clusters
  Score: Raw -3030674.046528 + Penalty 3307.049053 = -3027366.997475
  nChanged 1336
		SP:Iteration 5F (16747.220000 sec): 3 clusters
  Score: Raw -3031383.557383 + Penalty 3307.049053 = -3028076.508330
  nChanged 1367
		SP:Iteration 6F (16747.280000 sec): 3 clusters
  Score: Raw -3032117.720511 + Penalty 3307.049053 = -3028810.671458
  nChanged 1270
		SP:Iteration 7Q (16747.360000 sec): 3 clusters
  Score: Raw -3032859.264183 + Penalty 3307.049053 = -3029552.215130
  nChanged 1228
		SP:Iteration 8Q (16747.420000 sec): 3 clusters
  Score: Raw -3033642.833852 + Penalty 3307.049053 = -3030335.784799
  nChanged 1158
		SP:Iteration 9Q (16747.490000 sec): 3 clusters
  Score: Raw -3034468.953070 + Penalty 3307.049053 = -3031161.904017
  nChanged 1080
		SP:Iteration 10Q (16747.560000 sec): 3 clusters
  Score: Raw -3035317.936552 + Penalty 3307.049053 = -3032010.887499
  nChanged 911
		SP:Iteration 11Q (16747.630000 sec): 3 clusters
  Score: Raw -3035996.957289 + Penalty 3307.049053 = -3032689.908236
  nChanged 754
		SP:Iteration 12Q (16747.690000 sec): 3 clusters
  Score: Raw -3036499.401747 + Penalty 3307.049053 = -3033192.352695
  nChanged 644
		SP:Iteration 13Q (16747.750000 sec): 3 clusters
  Score: Raw -3036928.466797 + Penalty 3307.049053 = -3033621.417744
  nChanged 558
		SP:Iteration 14Q (16747.810000 sec): 3 clusters
  Score: Raw -3037310.603508 + Penalty 3307.049053 = -3034003.554456
  nChanged 507
		SP:Iteration 15Q (16747.870000 sec): 3 clusters
  Score: Raw -3037686.888540 + Penalty 3307.049053 = -3034379.839487
  nChanged 414
		SP:Iteration 16Q (16747.930000 sec): 3 clusters
  Score: Raw -3038025.799968 + Penalty 3307.049053 = -3034718.750915
  nChanged 316
		SP:Iteration 17Q (16747.990000 sec): 3 clusters
  Score: Raw -3038280.405009 + Penalty 3307.049053 = -3034973.355956
  nChanged 251
		SP:Iteration 18Q (16748.040000 sec): 3 clusters
  Score: Raw -3038477.177493 + Penalty 3307.049053 = -3035170.128441
  nChanged 172
		SP:Iteration 19Q (16748.090000 sec): 3 clusters
  Score: Raw -3038590.094192 + Penalty 3307.049053 = -3035283.045139
  nChanged 105
		SP:Iteration 20F (16748.160000 sec): 3 clusters
  Score: Raw -3038642.960034 + Penalty 3307.049053 = -3035335.910982
  nChanged 89
		SP:Iteration 21Q (16748.210000 sec): 3 clusters
  Score: Raw -3038685.737794 + Penalty 3307.049053 = -3035378.688741
  nChanged 58
		SP:Iteration 22Q (16748.260000 sec): 3 clusters
  Score: Raw -3038706.971299 + Penalty 3307.049053 = -3035399.922246
  nChanged 43
		SP:Iteration 23Q (16748.320000 sec): 3 clusters
  Score: Raw -3038718.750355 + Penalty 3307.049053 = -3035411.701302
  nChanged 28
		SP:Iteration 24Q (16748.370000 sec): 3 clusters
  Score: Raw -3038726.253074 + Penalty 3307.049053 = -3035419.204021
  nChanged 24
		SP:Iteration 25Q (16748.420000 sec): 3 clusters
  Score: Raw -3038730.687300 + Penalty 3307.049053 = -3035423.638247
  nChanged 15
		SP:Iteration 26Q (16748.470000 sec): 3 clusters
  Score: Raw -3038733.578613 + Penalty 3307.049053 = -3035426.529560
  nChanged 17
		SP:Iteration 27Q (16748.520000 sec): 3 clusters
  Score: Raw -3038736.953534 + Penalty 3307.049053 = -3035429.904481
  nChanged 10
		SP:Iteration 28Q (16748.570000 sec): 3 clusters
  Score: Raw -3038739.194996 + Penalty 3307.049053 = -3035432.145943
  nChanged 12
		SP:Iteration 29Q (16748.620000 sec): 3 clusters
  Score: Raw -3038740.973808 + Penalty 3307.049053 = -3035433.924755
  nChanged 5
		SP:Iteration 30Q (16748.670000 sec): 3 clusters
  Score: Raw -3038741.513793 + Penalty 3307.049053 = -3035434.464741
  nChanged 5
		SP:Iteration 31Q (16748.720000 sec): 3 clusters
  Score: Raw -3038742.295216 + Penalty 3307.049053 = -3035435.246163
  nChanged 5
		SP:Iteration 32Q (16748.770000 sec): 3 clusters
  Score: Raw -3038742.898355 + Penalty 3307.049053 = -3035435.849302
  nChanged 3
		SP:Iteration 33Q (16748.820000 sec): 3 clusters
  Score: Raw -3038743.686477 + Penalty 3307.049053 = -3035436.637424
  nChanged 3
		SP:Iteration 34Q (16748.870000 sec): 3 clusters
  Score: Raw -3038744.316350 + Penalty 3307.049053 = -3035437.267297
  nChanged 5
		SP:Iteration 35Q (16748.920000 sec): 3 clusters
  Score: Raw -3038745.088083 + Penalty 3307.049053 = -3035438.039031
  nChanged 1
		SP:Iteration 36Q (16748.970000 sec): 3 clusters
  Score: Raw -3038745.298107 + Penalty 3307.049053 = -3035438.249054
  nChanged 3
		SP:Iteration 37Q (16749.020000 sec): 3 clusters
  Score: Raw -3038745.579963 + Penalty 3307.049053 = -3035438.530910
  nChanged 0
		SP:Iteration 38F (16749.090000 sec): 3 clusters
  Score: Raw -3038745.579963 + Penalty 3307.049053 = -3035438.530910
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16749.130000 sec): 2 clusters
  Score: Raw -1469477.724299 + Penalty 1547.564016 = -1467930.160283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16749.160000 sec): 3 clusters
  Score: Raw -1461558.566947 + Penalty 3095.128032 = -1458463.438915
  nChanged 5957
		SP:Iteration 1F (16749.200000 sec): 3 clusters
  Score: Raw -1464919.452458 + Penalty 3095.128032 = -1461824.324426
  nChanged 906
		SP:Iteration 2F (16749.230000 sec): 3 clusters
  Score: Raw -1465422.889996 + Penalty 3095.128032 = -1462327.761963
  nChanged 861
		SP:Iteration 3F (16749.270000 sec): 3 clusters
  Score: Raw -1465947.557651 + Penalty 3095.128032 = -1462852.429618
  nChanged 879
		SP:Iteration 4F (16749.300000 sec): 3 clusters
  Score: Raw -1466472.459285 + Penalty 3095.128032 = -1463377.331252
  nChanged 833
		SP:Iteration 5F (16749.340000 sec): 3 clusters
  Score: Raw -1467028.887743 + Penalty 3095.128032 = -1463933.759711
  nChanged 774
		SP:Iteration 6F (16749.370000 sec): 3 clusters
  Score: Raw -1467547.948355 + Penalty 3095.128032 = -1464452.820322
  nChanged 701
		SP:Iteration 7F (16749.410000 sec): 3 clusters
  Score: Raw -1467970.443697 + Penalty 3095.128032 = -1464875.315664
  nChanged 637
		SP:Iteration 8Q (16749.440000 sec): 3 clusters
  Score: Raw -1468297.340656 + Penalty 3095.128032 = -1465202.212623
  nChanged 523
		SP:Iteration 9Q (16749.480000 sec): 3 clusters
  Score: Raw -1468532.000951 + Penalty 3095.128032 = -1465436.872918
  nChanged 456
		SP:Iteration 10Q (16749.510000 sec): 3 clusters
  Score: Raw -1468732.187519 + Penalty 3095.128032 = -1465637.059487
  nChanged 417
		SP:Iteration 11Q (16749.540000 sec): 3 clusters
  Score: Raw -1468887.123610 + Penalty 3095.128032 = -1465791.995577
  nChanged 342
		SP:Iteration 12Q (16749.580000 sec): 3 clusters
  Score: Raw -1468997.391919 + Penalty 3095.128032 = -1465902.263886
  nChanged 253
		SP:Iteration 13Q (16749.610000 sec): 3 clusters
  Score: Raw -1469067.378134 + Penalty 3095.128032 = -1465972.250102
  nChanged 205
		SP:Iteration 14Q (16749.650000 sec): 3 clusters
  Score: Raw -1469112.951996 + Penalty 3095.128032 = -1466017.823963
  nChanged 161
		SP:Iteration 15Q (16749.680000 sec): 3 clusters
  Score: Raw -1469142.777633 + Penalty 3095.128032 = -1466047.649600
  nChanged 120
		SP:Iteration 16Q (16749.720000 sec): 3 clusters
  Score: Raw -1469167.229090 + Penalty 3095.128032 = -1466072.101057
  nChanged 106
		SP:Iteration 17Q (16749.750000 sec): 3 clusters
  Score: Raw -1469182.881206 + Penalty 3095.128032 = -1466087.753174
  nChanged 76
		SP:Iteration 18Q (16749.780000 sec): 3 clusters
  Score: Raw -1469193.283816 + Penalty 3095.128032 = -1466098.155783
  nChanged 72
		SP:Iteration 19Q (16749.820000 sec): 3 clusters
  Score: Raw -1469201.317591 + Penalty 3095.128032 = -1466106.189559
  nChanged 49
		SP:Iteration 20F (16749.850000 sec): 3 clusters
  Score: Raw -1469206.693938 + Penalty 3095.128032 = -1466111.565906
  nChanged 41
		SP:Iteration 21Q (16749.880000 sec): 3 clusters
  Score: Raw -1469211.625034 + Penalty 3095.128032 = -1466116.497001
  nChanged 44
		SP:Iteration 22Q (16749.920000 sec): 3 clusters
  Score: Raw -1469217.358207 + Penalty 3095.128032 = -1466122.230174
  nChanged 35
		SP:Iteration 23Q (16749.950000 sec): 3 clusters
  Score: Raw -1469220.695310 + Penalty 3095.128032 = -1466125.567277
  nChanged 18
		SP:Iteration 24Q (16749.990000 sec): 3 clusters
  Score: Raw -1469222.111673 + Penalty 3095.128032 = -1466126.983641
  nChanged 13
		SP:Iteration 25Q (16750.020000 sec): 3 clusters
  Score: Raw -1469223.374278 + Penalty 3095.128032 = -1466128.246246
  nChanged 12
		SP:Iteration 26Q (16750.060000 sec): 3 clusters
  Score: Raw -1469224.323961 + Penalty 3095.128032 = -1466129.195928
  nChanged 9
		SP:Iteration 27Q (16750.090000 sec): 3 clusters
  Score: Raw -1469225.002485 + Penalty 3095.128032 = -1466129.874452
  nChanged 10
		SP:Iteration 28Q (16750.120000 sec): 3 clusters
  Score: Raw -1469226.019960 + Penalty 3095.128032 = -1466130.891927
  nChanged 13
		SP:Iteration 29Q (16750.160000 sec): 3 clusters
  Score: Raw -1469227.537900 + Penalty 3095.128032 = -1466132.409868
  nChanged 17
		SP:Iteration 30Q (16750.190000 sec): 3 clusters
  Score: Raw -1469229.052482 + Penalty 3095.128032 = -1466133.924450
  nChanged 19
		SP:Iteration 31Q (16750.220000 sec): 3 clusters
  Score: Raw -1469230.886072 + Penalty 3095.128032 = -1466135.758039
  nChanged 9
		SP:Iteration 32Q (16750.260000 sec): 3 clusters
  Score: Raw -1469231.836232 + Penalty 3095.128032 = -1466136.708199
  nChanged 14
		SP:Iteration 33Q (16750.290000 sec): 3 clusters
  Score: Raw -1469232.949586 + Penalty 3095.128032 = -1466137.821554
  nChanged 14
		SP:Iteration 34Q (16750.320000 sec): 3 clusters
  Score: Raw -1469233.925835 + Penalty 3095.128032 = -1466138.797802
  nChanged 11
		SP:Iteration 35Q (16750.360000 sec): 3 clusters
  Score: Raw -1469234.771095 + Penalty 3095.128032 = -1466139.643062
  nChanged 11
		SP:Iteration 36Q (16750.390000 sec): 3 clusters
  Score: Raw -1469235.987133 + Penalty 3095.128032 = -1466140.859101
  nChanged 14
		SP:Iteration 37Q (16750.430000 sec): 3 clusters
  Score: Raw -1469237.369379 + Penalty 3095.128032 = -1466142.241347
  nChanged 12
		SP:Iteration 38Q (16750.460000 sec): 3 clusters
  Score: Raw -1469238.391938 + Penalty 3095.128032 = -1466143.263906
  nChanged 11
		SP:Iteration 39Q (16750.500000 sec): 3 clusters
  Score: Raw -1469239.502116 + Penalty 3095.128032 = -1466144.374084
  nChanged 13
		SP:Iteration 40F (16750.530000 sec): 3 clusters
  Score: Raw -1469240.923925 + Penalty 3095.128032 = -1466145.795892
  nChanged 15
		SP:Iteration 41Q (16750.560000 sec): 3 clusters
  Score: Raw -1469242.441618 + Penalty 3095.128032 = -1466147.313586
  nChanged 20
		SP:Iteration 42Q (16750.600000 sec): 3 clusters
  Score: Raw -1469244.668598 + Penalty 3095.128032 = -1466149.540566
  nChanged 18
		SP:Iteration 43Q (16750.630000 sec): 3 clusters
  Score: Raw -1469247.056178 + Penalty 3095.128032 = -1466151.928146
  nChanged 19
		SP:Iteration 44Q (16750.660000 sec): 3 clusters
  Score: Raw -1469249.159962 + Penalty 3095.128032 = -1466154.031930
  nChanged 27
		SP:Iteration 45Q (16750.700000 sec): 3 clusters
  Score: Raw -1469251.876445 + Penalty 3095.128032 = -1466156.748413
  nChanged 26
		SP:Iteration 46Q (16750.730000 sec): 3 clusters
  Score: Raw -1469254.362749 + Penalty 3095.128032 = -1466159.234717
  nChanged 26
		SP:Iteration 47Q (16750.770000 sec): 3 clusters
  Score: Raw -1469257.116835 + Penalty 3095.128032 = -1466161.988803
  nChanged 25
		SP:Iteration 48Q (16750.800000 sec): 3 clusters
  Score: Raw -1469259.776412 + Penalty 3095.128032 = -1466164.648380
  nChanged 26
		SP:Iteration 49Q (16750.840000 sec): 3 clusters
  Score: Raw -1469262.416144 + Penalty 3095.128032 = -1466167.288112
  nChanged 23
		SP:Iteration 50Q (16750.870000 sec): 3 clusters
  Score: Raw -1469264.799105 + Penalty 3095.128032 = -1466169.671072
  nChanged 25
		SP:Iteration 51Q (16750.900000 sec): 3 clusters
  Score: Raw -1469267.064384 + Penalty 3095.128032 = -1466171.936352
  nChanged 22
		SP:Iteration 52Q (16750.940000 sec): 3 clusters
  Score: Raw -1469268.863403 + Penalty 3095.128032 = -1466173.735370
  nChanged 14
		SP:Iteration 53Q (16750.970000 sec): 3 clusters
  Score: Raw -1469269.904376 + Penalty 3095.128032 = -1466174.776344
  nChanged 11
		SP:Iteration 54Q (16751.000000 sec): 3 clusters
  Score: Raw -1469271.260613 + Penalty 3095.128032 = -1466176.132581
  nChanged 14
		SP:Iteration 55Q (16751.040000 sec): 3 clusters
  Score: Raw -1469272.732959 + Penalty 3095.128032 = -1466177.604927
  nChanged 15
		SP:Iteration 56Q (16751.070000 sec): 3 clusters
  Score: Raw -1469274.429497 + Penalty 3095.128032 = -1466179.301464
  nChanged 17
		SP:Iteration 57Q (16751.100000 sec): 3 clusters
  Score: Raw -1469275.697091 + Penalty 3095.128032 = -1466180.569058
  nChanged 12
		SP:Iteration 58Q (16751.140000 sec): 3 clusters
  Score: Raw -1469276.906942 + Penalty 3095.128032 = -1466181.778909
  nChanged 16
		SP:Iteration 59Q (16751.170000 sec): 3 clusters
  Score: Raw -1469278.135560 + Penalty 3095.128032 = -1466183.007528
  nChanged 15
		SP:Iteration 60F (16751.210000 sec): 3 clusters
  Score: Raw -1469279.333734 + Penalty 3095.128032 = -1466184.205702
  nChanged 17
		SP:Iteration 61Q (16751.240000 sec): 3 clusters
  Score: Raw -1469280.502650 + Penalty 3095.128032 = -1466185.374618
  nChanged 13
		SP:Iteration 62Q (16751.270000 sec): 3 clusters
  Score: Raw -1469281.481720 + Penalty 3095.128032 = -1466186.353687
  nChanged 16
		SP:Iteration 63Q (16751.310000 sec): 3 clusters
  Score: Raw -1469283.131692 + Penalty 3095.128032 = -1466188.003660
  nChanged 20
		SP:Iteration 64Q (16751.340000 sec): 3 clusters
  Score: Raw -1469284.844560 + Penalty 3095.128032 = -1466189.716527
  nChanged 20
		SP:Iteration 65Q (16751.380000 sec): 3 clusters
  Score: Raw -1469286.160024 + Penalty 3095.128032 = -1466191.031992
  nChanged 16
		SP:Iteration 66Q (16751.410000 sec): 3 clusters
  Score: Raw -1469287.008786 + Penalty 3095.128032 = -1466191.880754
  nChanged 11
		SP:Iteration 67Q (16751.450000 sec): 3 clusters
  Score: Raw -1469287.706943 + Penalty 3095.128032 = -1466192.578911
  nChanged 11
		SP:Iteration 68Q (16751.480000 sec): 3 clusters
  Score: Raw -1469288.457379 + Penalty 3095.128032 = -1466193.329346
  nChanged 11
		SP:Iteration 69Q (16751.520000 sec): 3 clusters
  Score: Raw -1469289.014407 + Penalty 3095.128032 = -1466193.886374
  nChanged 8
		SP:Iteration 70Q (16751.550000 sec): 3 clusters
  Score: Raw -1469289.611349 + Penalty 3095.128032 = -1466194.483316
  nChanged 9
		SP:Iteration 71Q (16751.580000 sec): 3 clusters
  Score: Raw -1469290.222016 + Penalty 3095.128032 = -1466195.093983
  nChanged 6
		SP:Iteration 72Q (16751.620000 sec): 3 clusters
  Score: Raw -1469290.700534 + Penalty 3095.128032 = -1466195.572502
  nChanged 5
		SP:Iteration 73Q (16751.650000 sec): 3 clusters
  Score: Raw -1469291.137035 + Penalty 3095.128032 = -1466196.009003
  nChanged 5
		SP:Iteration 74Q (16751.680000 sec): 3 clusters
  Score: Raw -1469291.815340 + Penalty 3095.128032 = -1466196.687308
  nChanged 7
		SP:Iteration 75Q (16751.720000 sec): 3 clusters
  Score: Raw -1469292.349194 + Penalty 3095.128032 = -1466197.221161
  nChanged 7
		SP:Iteration 76Q (16751.750000 sec): 3 clusters
  Score: Raw -1469292.991159 + Penalty 3095.128032 = -1466197.863127
  nChanged 5
		SP:Iteration 77Q (16751.780000 sec): 3 clusters
  Score: Raw -1469293.465421 + Penalty 3095.128032 = -1466198.337389
  nChanged 5
		SP:Iteration 78Q (16751.820000 sec): 3 clusters
  Score: Raw -1469293.812372 + Penalty 3095.128032 = -1466198.684340
  nChanged 4
		SP:Iteration 79Q (16751.850000 sec): 3 clusters
  Score: Raw -1469294.076000 + Penalty 3095.128032 = -1466198.947968
  nChanged 7
		SP:Iteration 80F (16751.880000 sec): 3 clusters
  Score: Raw -1469294.762205 + Penalty 3095.128032 = -1466199.634173
  nChanged 12
		SP:Iteration 81Q (16751.920000 sec): 3 clusters
  Score: Raw -1469295.611800 + Penalty 3095.128032 = -1466200.483767
  nChanged 10
		SP:Iteration 82Q (16751.950000 sec): 3 clusters
  Score: Raw -1469296.400691 + Penalty 3095.128032 = -1466201.272659
  nChanged 8
		SP:Iteration 83Q (16751.990000 sec): 3 clusters
  Score: Raw -1469297.487745 + Penalty 3095.128032 = -1466202.359713
  nChanged 12
		SP:Iteration 84Q (16752.020000 sec): 3 clusters
  Score: Raw -1469298.641347 + Penalty 3095.128032 = -1466203.513314
  nChanged 14
		SP:Iteration 85Q (16752.050000 sec): 3 clusters
  Score: Raw -1469299.813697 + Penalty 3095.128032 = -1466204.685664
  nChanged 16
		SP:Iteration 86Q (16752.090000 sec): 3 clusters
  Score: Raw -1469301.829861 + Penalty 3095.128032 = -1466206.701829
  nChanged 15
		SP:Iteration 87Q (16752.120000 sec): 3 clusters
  Score: Raw -1469303.318440 + Penalty 3095.128032 = -1466208.190407
  nChanged 13
		SP:Iteration 88Q (16752.160000 sec): 3 clusters
  Score: Raw -1469304.406510 + Penalty 3095.128032 = -1466209.278478
  nChanged 10
		SP:Iteration 89Q (16752.190000 sec): 3 clusters
  Score: Raw -1469305.460306 + Penalty 3095.128032 = -1466210.332273
  nChanged 16
		SP:Iteration 90Q (16752.220000 sec): 3 clusters
  Score: Raw -1469307.292076 + Penalty 3095.128032 = -1466212.164043
  nChanged 24
		SP:Iteration 91Q (16752.260000 sec): 3 clusters
  Score: Raw -1469310.295829 + Penalty 3095.128032 = -1466215.167797
  nChanged 21
		SP:Iteration 92Q (16752.290000 sec): 3 clusters
  Score: Raw -1469312.607739 + Penalty 3095.128032 = -1466217.479707
  nChanged 23
		SP:Iteration 93Q (16752.320000 sec): 3 clusters
  Score: Raw -1469315.060646 + Penalty 3095.128032 = -1466219.932614
  nChanged 28
		SP:Iteration 94Q (16752.360000 sec): 3 clusters
  Score: Raw -1469318.901147 + Penalty 3095.128032 = -1466223.773115
  nChanged 40
		SP:Iteration 95Q (16752.390000 sec): 3 clusters
  Score: Raw -1469324.201358 + Penalty 3095.128032 = -1466229.073326
  nChanged 49
		SP:Iteration 96Q (16752.420000 sec): 3 clusters
  Score: Raw -1469331.157775 + Penalty 3095.128032 = -1466236.029742
  nChanged 54
		SP:Iteration 97Q (16752.460000 sec): 3 clusters
  Score: Raw -1469339.659663 + Penalty 3095.128032 = -1466244.531630
  nChanged 56
		SP:Iteration 98Q (16752.490000 sec): 3 clusters
  Score: Raw -1469346.994165 + Penalty 3095.128032 = -1466251.866133
  nChanged 49
		SP:Iteration 99Q (16752.520000 sec): 3 clusters
  Score: Raw -1469352.891330 + Penalty 3095.128032 = -1466257.763297
  nChanged 47
		SP:Iteration 100F (16752.560000 sec): 3 clusters
  Score: Raw -1469359.047425 + Penalty 3095.128032 = -1466263.919393
  nChanged 53
		SP:Iteration 101Q (16752.600000 sec): 3 clusters
  Score: Raw -1469368.740264 + Penalty 3095.128032 = -1466273.612232
  nChanged 65
		SP:Iteration 102Q (16752.630000 sec): 3 clusters
  Score: Raw -1469379.029851 + Penalty 3095.128032 = -1466283.901819
  nChanged 63
		SP:Iteration 103Q (16752.660000 sec): 3 clusters
  Score: Raw -1469388.372920 + Penalty 3095.128032 = -1466293.244887
  nChanged 51
		SP:Iteration 104Q (16752.700000 sec): 3 clusters
  Score: Raw -1469395.753414 + Penalty 3095.128032 = -1466300.625382
  nChanged 47
		SP:Iteration 105Q (16752.730000 sec): 3 clusters
  Score: Raw -1469403.221477 + Penalty 3095.128032 = -1466308.093445
  nChanged 51
		SP:Iteration 106Q (16752.760000 sec): 3 clusters
  Score: Raw -1469411.267476 + Penalty 3095.128032 = -1466316.139444
  nChanged 65
		SP:Iteration 107Q (16752.800000 sec): 3 clusters
  Score: Raw -1469420.928892 + Penalty 3095.128032 = -1466325.800860
  nChanged 67
		SP:Iteration 108Q (16752.830000 sec): 3 clusters
  Score: Raw -1469429.636478 + Penalty 3095.128032 = -1466334.508446
  nChanged 60
		SP:Iteration 109Q (16752.860000 sec): 3 clusters
  Score: Raw -1469438.778441 + Penalty 3095.128032 = -1466343.650409
  nChanged 72
		SP:Iteration 110Q (16752.900000 sec): 3 clusters
  Score: Raw -1469451.796066 + Penalty 3095.128032 = -1466356.668033
  nChanged 92
		SP:Iteration 111Q (16752.930000 sec): 3 clusters
  Score: Raw -1469470.239430 + Penalty 3095.128032 = -1466375.111398
  nChanged 95
		SP:Iteration 112Q (16752.960000 sec): 3 clusters
  Score: Raw -1469489.637749 + Penalty 3095.128032 = -1466394.509716
  nChanged 98
		SP:Iteration 113Q (16753.000000 sec): 3 clusters
  Score: Raw -1469515.954036 + Penalty 3095.128032 = -1466420.826004
  nChanged 116
		SP:Iteration 114Q (16753.030000 sec): 3 clusters
  Score: Raw -1469553.955545 + Penalty 3095.128032 = -1466458.827513
  nChanged 123
		SP:Iteration 115Q (16753.060000 sec): 3 clusters
  Score: Raw -1469592.596013 + Penalty 3095.128032 = -1466497.467981
  nChanged 123
		SP:Iteration 116Q (16753.100000 sec): 3 clusters
  Score: Raw -1469639.280353 + Penalty 3095.128032 = -1466544.152320
  nChanged 153
		SP:Iteration 117Q (16753.130000 sec): 3 clusters
  Score: Raw -1469709.182144 + Penalty 3095.128032 = -1466614.054112
  nChanged 169
		SP:Iteration 118Q (16753.160000 sec): 3 clusters
  Score: Raw -1469795.069458 + Penalty 3095.128032 = -1466699.941426
  nChanged 182
		SP:Iteration 119Q (16753.200000 sec): 3 clusters
  Score: Raw -1469896.106479 + Penalty 3095.128032 = -1466800.978447
  nChanged 192
		SP:Iteration 120F (16753.230000 sec): 3 clusters
  Score: Raw -1469990.090574 + Penalty 3095.128032 = -1466894.962541
  nChanged 180
		SP:Iteration 121Q (16753.260000 sec): 3 clusters
  Score: Raw -1470071.890564 + Penalty 3095.128032 = -1466976.762532
  nChanged 152
		SP:Iteration 122Q (16753.300000 sec): 3 clusters
  Score: Raw -1470126.285074 + Penalty 3095.128032 = -1467031.157041
  nChanged 122
		SP:Iteration 123Q (16753.330000 sec): 3 clusters
  Score: Raw -1470169.116850 + Penalty 3095.128032 = -1467073.988818
  nChanged 116
		SP:Iteration 124Q (16753.360000 sec): 3 clusters
  Score: Raw -1470205.737999 + Penalty 3095.128032 = -1467110.609967
  nChanged 94
		SP:Iteration 125Q (16753.390000 sec): 3 clusters
  Score: Raw -1470234.091282 + Penalty 3095.128032 = -1467138.963250
  nChanged 105
		SP:Iteration 126Q (16753.420000 sec): 3 clusters
  Score: Raw -1470265.840187 + Penalty 3095.128032 = -1467170.712155
  nChanged 93
		SP:Iteration 127Q (16753.450000 sec): 3 clusters
  Score: Raw -1470295.043624 + Penalty 3095.128032 = -1467199.915592
  nChanged 86
		SP:Iteration 128Q (16753.480000 sec): 3 clusters
  Score: Raw -1470321.225432 + Penalty 3095.128032 = -1467226.097400
  nChanged 78
		SP:Iteration 129Q (16753.510000 sec): 3 clusters
  Score: Raw -1470342.519295 + Penalty 3095.128032 = -1467247.391262
  nChanged 82
		SP:Iteration 130Q (16753.540000 sec): 3 clusters
  Score: Raw -1470363.882050 + Penalty 3095.128032 = -1467268.754018
  nChanged 73
		SP:Iteration 131Q (16753.570000 sec): 3 clusters
  Score: Raw -1470383.256005 + Penalty 3095.128032 = -1467288.127973
  nChanged 64
		SP:Iteration 132Q (16753.600000 sec): 3 clusters
  Score: Raw -1470400.748377 + Penalty 3095.128032 = -1467305.620344
  nChanged 62
		SP:Iteration 133Q (16753.630000 sec): 3 clusters
  Score: Raw -1470416.423720 + Penalty 3095.128032 = -1467321.295687
  nChanged 52
		SP:Iteration 134Q (16753.660000 sec): 3 clusters
  Score: Raw -1470429.442712 + Penalty 3095.128032 = -1467334.314679
  nChanged 55
		SP:Iteration 135Q (16753.690000 sec): 3 clusters
  Score: Raw -1470444.966367 + Penalty 3095.128032 = -1467349.838334
  nChanged 45
		SP:Iteration 136Q (16753.720000 sec): 3 clusters
  Score: Raw -1470458.965674 + Penalty 3095.128032 = -1467363.837642
  nChanged 49
		SP:Iteration 137Q (16753.750000 sec): 3 clusters
  Score: Raw -1470474.942268 + Penalty 3095.128032 = -1467379.814235
  nChanged 43
		SP:Iteration 138Q (16753.780000 sec): 3 clusters
  Score: Raw -1470489.024974 + Penalty 3095.128032 = -1467393.896942
  nChanged 43
		SP:Iteration 139Q (16753.810000 sec): 3 clusters
  Score: Raw -1470499.425310 + Penalty 3095.128032 = -1467404.297277
  nChanged 32
		SP:Iteration 140F (16753.840000 sec): 3 clusters
  Score: Raw -1470507.795430 + Penalty 3095.128032 = -1467412.667398
  nChanged 33
		SP:Iteration 141Q (16753.870000 sec): 3 clusters
  Score: Raw -1470515.798982 + Penalty 3095.128032 = -1467420.670949
  nChanged 30
		SP:Iteration 142Q (16753.900000 sec): 3 clusters
  Score: Raw -1470521.270075 + Penalty 3095.128032 = -1467426.142042
  nChanged 20
		SP:Iteration 143Q (16753.930000 sec): 3 clusters
  Score: Raw -1470525.637892 + Penalty 3095.128032 = -1467430.509859
  nChanged 16
		SP:Iteration 144Q (16753.960000 sec): 3 clusters
  Score: Raw -1470528.984569 + Penalty 3095.128032 = -1467433.856536
  nChanged 13
		SP:Iteration 145Q (16753.990000 sec): 3 clusters
  Score: Raw -1470531.808460 + Penalty 3095.128032 = -1467436.680428
  nChanged 13
		SP:Iteration 146Q (16754.020000 sec): 3 clusters
  Score: Raw -1470534.546715 + Penalty 3095.128032 = -1467439.418682
  nChanged 11
		SP:Iteration 147Q (16754.040000 sec): 3 clusters
  Score: Raw -1470536.312219 + Penalty 3095.128032 = -1467441.184186
  nChanged 11
		SP:Iteration 148Q (16754.070000 sec): 3 clusters
  Score: Raw -1470538.381774 + Penalty 3095.128032 = -1467443.253742
  nChanged 10
		SP:Iteration 149Q (16754.100000 sec): 3 clusters
  Score: Raw -1470540.049504 + Penalty 3095.128032 = -1467444.921472
  nChanged 10
		SP:Iteration 150Q (16754.130000 sec): 3 clusters
  Score: Raw -1470541.608449 + Penalty 3095.128032 = -1467446.480417
  nChanged 7
		SP:Iteration 151Q (16754.160000 sec): 3 clusters
  Score: Raw -1470542.658413 + Penalty 3095.128032 = -1467447.530381
  nChanged 4
		SP:Iteration 152Q (16754.190000 sec): 3 clusters
  Score: Raw -1470543.068262 + Penalty 3095.128032 = -1467447.940230
  nChanged 2
		SP:Iteration 153Q (16754.220000 sec): 3 clusters
  Score: Raw -1470543.273594 + Penalty 3095.128032 = -1467448.145561
  nChanged 0
		SP:Iteration 154F (16754.250000 sec): 3 clusters
  Score: Raw -1470543.273594 + Penalty 3095.128032 = -1467448.145561
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16754.290000 sec): 2 clusters
  Score: Raw -1561743.287696 + Penalty 1546.825703 = -1560196.461992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16754.320000 sec): 3 clusters
  Score: Raw -1553821.870152 + Penalty 3093.651407 = -1550728.218745
  nChanged 6067
		SP:Iteration 1F (16754.360000 sec): 3 clusters
  Score: Raw -1557103.919008 + Penalty 3093.651407 = -1554010.267601
  nChanged 819
		SP:Iteration 2F (16754.390000 sec): 3 clusters
  Score: Raw -1557485.385402 + Penalty 3093.651407 = -1554391.733995
  nChanged 785
		SP:Iteration 3F (16754.430000 sec): 3 clusters
  Score: Raw -1557904.452448 + Penalty 3093.651407 = -1554810.801042
  nChanged 856
		SP:Iteration 4F (16754.460000 sec): 3 clusters
  Score: Raw -1558354.608486 + Penalty 3093.651407 = -1555260.957080
  nChanged 785
		SP:Iteration 5F (16754.500000 sec): 3 clusters
  Score: Raw -1558768.907042 + Penalty 3093.651407 = -1555675.255635
  nChanged 729
		SP:Iteration 6F (16754.530000 sec): 3 clusters
  Score: Raw -1559143.460402 + Penalty 3093.651407 = -1556049.808996
  nChanged 675
		SP:Iteration 7Q (16754.570000 sec): 3 clusters
  Score: Raw -1559461.888204 + Penalty 3093.651407 = -1556368.236798
  nChanged 575
		SP:Iteration 8Q (16754.600000 sec): 3 clusters
  Score: Raw -1559718.406345 + Penalty 3093.651407 = -1556624.754938
  nChanged 487
		SP:Iteration 9Q (16754.640000 sec): 3 clusters
  Score: Raw -1559924.592523 + Penalty 3093.651407 = -1556830.941116
  nChanged 424
		SP:Iteration 10Q (16754.670000 sec): 3 clusters
  Score: Raw -1560083.184609 + Penalty 3093.651407 = -1556989.533202
  nChanged 343
		SP:Iteration 11Q (16754.700000 sec): 3 clusters
  Score: Raw -1560199.433398 + Penalty 3093.651407 = -1557105.781991
  nChanged 309
		SP:Iteration 12Q (16754.740000 sec): 3 clusters
  Score: Raw -1560306.254326 + Penalty 3093.651407 = -1557212.602919
  nChanged 283
		SP:Iteration 13Q (16754.770000 sec): 3 clusters
  Score: Raw -1560401.022785 + Penalty 3093.651407 = -1557307.371379
  nChanged 254
		SP:Iteration 14Q (16754.810000 sec): 3 clusters
  Score: Raw -1560489.868605 + Penalty 3093.651407 = -1557396.217198
  nChanged 272
		SP:Iteration 15Q (16754.840000 sec): 3 clusters
  Score: Raw -1560599.211719 + Penalty 3093.651407 = -1557505.560312
  nChanged 274
		SP:Iteration 16Q (16754.880000 sec): 3 clusters
  Score: Raw -1560714.877790 + Penalty 3093.651407 = -1557621.226384
  nChanged 275
		SP:Iteration 17Q (16754.910000 sec): 3 clusters
  Score: Raw -1560849.810605 + Penalty 3093.651407 = -1557756.159198
  nChanged 300
		SP:Iteration 18Q (16754.950000 sec): 3 clusters
  Score: Raw -1561019.886802 + Penalty 3093.651407 = -1557926.235395
  nChanged 305
		SP:Iteration 19Q (16754.980000 sec): 3 clusters
  Score: Raw -1561199.111803 + Penalty 3093.651407 = -1558105.460396
  nChanged 270
		SP:Iteration 20F (16755.020000 sec): 3 clusters
  Score: Raw -1561356.122879 + Penalty 3093.651407 = -1558262.471473
  nChanged 200
		SP:Iteration 21Q (16755.050000 sec): 3 clusters
  Score: Raw -1561475.615012 + Penalty 3093.651407 = -1558381.963606
  nChanged 172
		SP:Iteration 22Q (16755.080000 sec): 3 clusters
  Score: Raw -1561580.537793 + Penalty 3093.651407 = -1558486.886386
  nChanged 130
		SP:Iteration 23Q (16755.120000 sec): 3 clusters
  Score: Raw -1561656.898418 + Penalty 3093.651407 = -1558563.247011
  nChanged 95
		SP:Iteration 24Q (16755.150000 sec): 3 clusters
  Score: Raw -1561717.691251 + Penalty 3093.651407 = -1558624.039845
  nChanged 83
		SP:Iteration 25Q (16755.180000 sec): 3 clusters
  Score: Raw -1561769.234079 + Penalty 3093.651407 = -1558675.582672
  nChanged 65
		SP:Iteration 26Q (16755.220000 sec): 3 clusters
  Score: Raw -1561819.086551 + Penalty 3093.651407 = -1558725.435144
  nChanged 52
		SP:Iteration 27Q (16755.250000 sec): 3 clusters
  Score: Raw -1561854.499232 + Penalty 3093.651407 = -1558760.847826
  nChanged 34
		SP:Iteration 28Q (16755.280000 sec): 3 clusters
  Score: Raw -1561877.602108 + Penalty 3093.651407 = -1558783.950701
  nChanged 33
		SP:Iteration 29Q (16755.310000 sec): 3 clusters
  Score: Raw -1561903.181269 + Penalty 3093.651407 = -1558809.529862
  nChanged 23
		SP:Iteration 30Q (16755.340000 sec): 3 clusters
  Score: Raw -1561918.178841 + Penalty 3093.651407 = -1558824.527434
  nChanged 16
		SP:Iteration 31Q (16755.370000 sec): 3 clusters
  Score: Raw -1561928.123842 + Penalty 3093.651407 = -1558834.472436
  nChanged 9
		SP:Iteration 32Q (16755.400000 sec): 3 clusters
  Score: Raw -1561935.141637 + Penalty 3093.651407 = -1558841.490231
  nChanged 8
		SP:Iteration 33Q (16755.420000 sec): 3 clusters
  Score: Raw -1561939.327362 + Penalty 3093.651407 = -1558845.675955
  nChanged 7
		SP:Iteration 34Q (16755.450000 sec): 3 clusters
  Score: Raw -1561944.032462 + Penalty 3093.651407 = -1558850.381055
  nChanged 9
		SP:Iteration 35Q (16755.480000 sec): 3 clusters
  Score: Raw -1561948.074533 + Penalty 3093.651407 = -1558854.423126
  nChanged 6
		SP:Iteration 36Q (16755.510000 sec): 3 clusters
  Score: Raw -1561951.348595 + Penalty 3093.651407 = -1558857.697188
  nChanged 2
		SP:Iteration 37Q (16755.540000 sec): 3 clusters
  Score: Raw -1561952.732945 + Penalty 3093.651407 = -1558859.081538
  nChanged 0
		SP:Iteration 38F (16755.570000 sec): 3 clusters
  Score: Raw -1561952.732945 + Penalty 3093.651407 = -1558859.081538
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16755.580000 sec): 2 clusters
  Score: Raw -121052.049696 + Penalty 1130.747864 = -119921.301832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16755.590000 sec): 3 clusters
  Score: Raw -120752.807655 + Penalty 2261.495728 = -118491.311927
  nChanged 303
		SP:Iteration 1F (16755.590000 sec): 3 clusters
  Score: Raw -121010.445073 + Penalty 2261.495728 = -118748.949345
  nChanged 69
		SP:Iteration 2F (16755.590000 sec): 3 clusters
  Score: Raw -121073.412342 + Penalty 2261.495728 = -118811.916614
  nChanged 36
		SP:Iteration 3Q (16755.600000 sec): 3 clusters
  Score: Raw -121103.319139 + Penalty 2261.495728 = -118841.823412
  nChanged 19
		SP:Iteration 4Q (16755.600000 sec): 3 clusters
  Score: Raw -121127.056617 + Penalty 2261.495728 = -118865.560889
  nChanged 15
		SP:Iteration 5Q (16755.600000 sec): 3 clusters
  Score: Raw -121142.073526 + Penalty 2261.495728 = -118880.577798
  nChanged 25
		SP:Iteration 6Q (16755.600000 sec): 3 clusters
  Score: Raw -121156.103228 + Penalty 2261.495728 = -118894.607500
  nChanged 14
		SP:Iteration 7Q (16755.600000 sec): 3 clusters
  Score: Raw -121166.012442 + Penalty 2261.495728 = -118904.516714
  nChanged 10
		SP:Iteration 8Q (16755.610000 sec): 3 clusters
  Score: Raw -121172.758662 + Penalty 2261.495728 = -118911.262934
  nChanged 7
		SP:Iteration 9Q (16755.610000 sec): 3 clusters
  Score: Raw -121175.524648 + Penalty 2261.495728 = -118914.028920
  nChanged 2
		SP:Iteration 10Q (16755.610000 sec): 3 clusters
  Score: Raw -121176.020691 + Penalty 2261.495728 = -118914.524963
  nChanged 1
		SP:Iteration 11Q (16755.620000 sec): 3 clusters
  Score: Raw -121177.605405 + Penalty 2261.495728 = -118916.109677
  nChanged 3
		SP:Iteration 12Q (16755.620000 sec): 3 clusters
  Score: Raw -121179.753633 + Penalty 2261.495728 = -118918.257905
  nChanged 3
		SP:Iteration 13Q (16755.620000 sec): 3 clusters
  Score: Raw -121181.904478 + Penalty 2261.495728 = -118920.408751
  nChanged 1
		SP:Iteration 14Q (16755.620000 sec): 3 clusters
  Score: Raw -121182.587156 + Penalty 2261.495728 = -118921.091428
  nChanged 0
		SP:Iteration 15F (16755.630000 sec): 3 clusters
  Score: Raw -121182.587156 + Penalty 2261.495728 = -118921.091428
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16755.690000 sec): 2 clusters
  Score: Raw -2365504.631716 + Penalty 1614.254079 = -2363890.377637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16755.750000 sec): 3 clusters
  Score: Raw -2353190.688523 + Penalty 3228.508159 = -2349962.180364
  nChanged 9299
		SP:Iteration 1F (16755.800000 sec): 3 clusters
  Score: Raw -2358101.389434 + Penalty 3228.508159 = -2354872.881275
  nChanged 890
		SP:Iteration 2Q (16755.860000 sec): 3 clusters
  Score: Raw -2358365.599551 + Penalty 3228.508159 = -2355137.091393
  nChanged 811
		SP:Iteration 3Q (16755.910000 sec): 3 clusters
  Score: Raw -2358616.764113 + Penalty 3228.508159 = -2355388.255955
  nChanged 783
		SP:Iteration 4Q (16755.970000 sec): 3 clusters
  Score: Raw -2358884.368752 + Penalty 3228.508159 = -2355655.860593
  nChanged 791
		SP:Iteration 5Q (16756.020000 sec): 3 clusters
  Score: Raw -2359140.667900 + Penalty 3228.508159 = -2355912.159742
  nChanged 794
		SP:Iteration 6Q (16756.080000 sec): 3 clusters
  Score: Raw -2359415.888700 + Penalty 3228.508159 = -2356187.380542
  nChanged 820
		SP:Iteration 7Q (16756.130000 sec): 3 clusters
  Score: Raw -2359737.264705 + Penalty 3228.508159 = -2356508.756546
  nChanged 908
		SP:Iteration 8Q (16756.190000 sec): 3 clusters
  Score: Raw -2360125.148081 + Penalty 3228.508159 = -2356896.639922
  nChanged 958
		SP:Iteration 9Q (16756.240000 sec): 3 clusters
  Score: Raw -2360567.294491 + Penalty 3228.508159 = -2357338.786332
  nChanged 1006
		SP:Iteration 10Q (16756.300000 sec): 3 clusters
  Score: Raw -2361061.126488 + Penalty 3228.508159 = -2357832.618329
  nChanged 989
		SP:Iteration 11Q (16756.350000 sec): 3 clusters
  Score: Raw -2361597.950148 + Penalty 3228.508159 = -2358369.441989
  nChanged 1014
		SP:Iteration 12Q (16756.410000 sec): 3 clusters
  Score: Raw -2362207.207259 + Penalty 3228.508159 = -2358978.699101
  nChanged 1048
		SP:Iteration 13F (16756.460000 sec): 3 clusters
  Score: Raw -2362918.610484 + Penalty 3228.508159 = -2359690.102325
  nChanged 943
		SP:Iteration 14Q (16756.520000 sec): 3 clusters
  Score: Raw -2363589.236546 + Penalty 3228.508159 = -2360360.728387
  nChanged 818
		SP:Iteration 15Q (16756.570000 sec): 3 clusters
  Score: Raw -2364214.155794 + Penalty 3228.508159 = -2360985.647635
  nChanged 711
		SP:Iteration 16Q (16756.620000 sec): 3 clusters
  Score: Raw -2364774.543654 + Penalty 3228.508159 = -2361546.035495
  nChanged 526
		SP:Iteration 17Q (16756.670000 sec): 3 clusters
  Score: Raw -2365185.634690 + Penalty 3228.508159 = -2361957.126532
  nChanged 313
		SP:Iteration 18Q (16756.720000 sec): 3 clusters
  Score: Raw -2365417.322861 + Penalty 3228.508159 = -2362188.814702
  nChanged 203
		SP:Iteration 19Q (16756.770000 sec): 3 clusters
  Score: Raw -2365555.716547 + Penalty 3228.508159 = -2362327.208388
  nChanged 127
		SP:Iteration 20F (16756.820000 sec): 3 clusters
  Score: Raw -2365639.762814 + Penalty 3228.508159 = -2362411.254655
  nChanged 72
		SP:Iteration 21Q (16756.860000 sec): 3 clusters
  Score: Raw -2365696.823964 + Penalty 3228.508159 = -2362468.315805
  nChanged 49
		SP:Iteration 22Q (16756.900000 sec): 3 clusters
  Score: Raw -2365729.590316 + Penalty 3228.508159 = -2362501.082157
  nChanged 25
		SP:Iteration 23Q (16756.950000 sec): 3 clusters
  Score: Raw -2365748.250233 + Penalty 3228.508159 = -2362519.742074
  nChanged 25
		SP:Iteration 24Q (16756.990000 sec): 3 clusters
  Score: Raw -2365773.471042 + Penalty 3228.508159 = -2362544.962883
  nChanged 33
		SP:Iteration 25Q (16757.030000 sec): 3 clusters
  Score: Raw -2365794.414155 + Penalty 3228.508159 = -2362565.905996
  nChanged 14
		SP:Iteration 26Q (16757.070000 sec): 3 clusters
  Score: Raw -2365803.512729 + Penalty 3228.508159 = -2362575.004571
  nChanged 12
		SP:Iteration 27Q (16757.120000 sec): 3 clusters
  Score: Raw -2365811.455040 + Penalty 3228.508159 = -2362582.946881
  nChanged 9
		SP:Iteration 28Q (16757.160000 sec): 3 clusters
  Score: Raw -2365816.472613 + Penalty 3228.508159 = -2362587.964455
  nChanged 8
		SP:Iteration 29Q (16757.200000 sec): 3 clusters
  Score: Raw -2365820.779028 + Penalty 3228.508159 = -2362592.270869
  nChanged 9
		SP:Iteration 30Q (16757.240000 sec): 3 clusters
  Score: Raw -2365826.000526 + Penalty 3228.508159 = -2362597.492368
  nChanged 8
		SP:Iteration 31Q (16757.280000 sec): 3 clusters
  Score: Raw -2365830.055552 + Penalty 3228.508159 = -2362601.547393
  nChanged 6
		SP:Iteration 32Q (16757.320000 sec): 3 clusters
  Score: Raw -2365835.719049 + Penalty 3228.508159 = -2362607.210890
  nChanged 5
		SP:Iteration 33Q (16757.360000 sec): 3 clusters
  Score: Raw -2365838.262259 + Penalty 3228.508159 = -2362609.754100
  nChanged 3
		SP:Iteration 34Q (16757.400000 sec): 3 clusters
  Score: Raw -2365839.598481 + Penalty 3228.508159 = -2362611.090322
  nChanged 1
		SP:Iteration 35Q (16757.440000 sec): 3 clusters
  Score: Raw -2365840.207912 + Penalty 3228.508159 = -2362611.699754
  nChanged 2
		SP:Iteration 36Q (16757.480000 sec): 3 clusters
  Score: Raw -2365841.836737 + Penalty 3228.508159 = -2362613.328579
  nChanged 5
		SP:Iteration 37Q (16757.510000 sec): 3 clusters
  Score: Raw -2365844.655559 + Penalty 3228.508159 = -2362616.147401
  nChanged 0
		SP:Iteration 38F (16757.570000 sec): 3 clusters
  Score: Raw -2365844.655559 + Penalty 3228.508159 = -2362616.147401
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16757.580000 sec): 2 clusters
  Score: Raw -37565.860073 + Penalty 951.449187 = -36614.410886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16757.580000 sec): 3 clusters
  Score: Raw -37603.539400 + Penalty 1902.898375 = -35700.641026
  nChanged 66
		SP:Iteration 1F (16757.590000 sec): 3 clusters
  Score: Raw -37723.241866 + Penalty 1902.898375 = -35820.343491
  nChanged 18
		SP:Iteration 2F (16757.590000 sec): 3 clusters
  Score: Raw -37771.340115 + Penalty 1902.898375 = -35868.441740
  nChanged 3
		SP:Iteration 3Q (16757.590000 sec): 3 clusters
  Score: Raw -37795.438317 + Penalty 1902.898375 = -35892.539942
  nChanged 5
		SP:Iteration 4Q (16757.590000 sec): 3 clusters
  Score: Raw -37805.225413 + Penalty 1902.898375 = -35902.327038
  nChanged 1
		SP:Iteration 5Q (16757.590000 sec): 3 clusters
  Score: Raw -37807.303342 + Penalty 1902.898375 = -35904.404968
  nChanged 1
		SP:Iteration 6Q (16757.590000 sec): 3 clusters
  Score: Raw -37808.354772 + Penalty 1902.898375 = -35905.456397
  nChanged 1
		SP:Iteration 7Q (16757.590000 sec): 3 clusters
  Score: Raw -37810.888293 + Penalty 1902.898375 = -35907.989919
  nChanged 1
		SP:Iteration 8Q (16757.590000 sec): 3 clusters
  Score: Raw -37811.435014 + Penalty 1902.898375 = -35908.536640
  nChanged 0
		SP:Iteration 9F (16757.590000 sec): 3 clusters
  Score: Raw -37811.435014 + Penalty 1902.898375 = -35908.536640
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (7247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16757.610000 sec): 2 clusters
  Score: Raw -848825.090674 + Penalty 1444.355716 = -847380.734958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16757.630000 sec): 3 clusters
  Score: Raw -844824.002760 + Penalty 2888.711432 = -841935.291327
  nChanged 3060
		SP:Iteration 1F (16757.650000 sec): 3 clusters
  Score: Raw -846438.811855 + Penalty 2888.711432 = -843550.100422
  nChanged 463
		SP:Iteration 2F (16757.670000 sec): 3 clusters
  Score: Raw -846667.739079 + Penalty 2888.711432 = -843779.027646
  nChanged 393
		SP:Iteration 3F (16757.690000 sec): 3 clusters
  Score: Raw -846888.833856 + Penalty 2888.711432 = -844000.122423
  nChanged 418
		SP:Iteration 4F (16757.700000 sec): 3 clusters
  Score: Raw -847130.825398 + Penalty 2888.711432 = -844242.113966
  nChanged 405
		SP:Iteration 5F (16757.720000 sec): 3 clusters
  Score: Raw -847429.095828 + Penalty 2888.711432 = -844540.384395
  nChanged 418
		SP:Iteration 6F (16757.740000 sec): 3 clusters
  Score: Raw -847764.230564 + Penalty 2888.711432 = -844875.519131
  nChanged 364
		SP:Iteration 7F (16757.760000 sec): 3 clusters
  Score: Raw -848078.326549 + Penalty 2888.711432 = -845189.615117
  nChanged 302
		SP:Iteration 8Q (16757.770000 sec): 3 clusters
  Score: Raw -848356.179747 + Penalty 2888.711432 = -845467.468314
  nChanged 244
		SP:Iteration 9Q (16757.790000 sec): 3 clusters
  Score: Raw -848591.581862 + Penalty 2888.711432 = -845702.870429
  nChanged 170
		SP:Iteration 10Q (16757.810000 sec): 3 clusters
  Score: Raw -848749.594596 + Penalty 2888.711432 = -845860.883163
  nChanged 105
		SP:Iteration 11Q (16757.830000 sec): 3 clusters
  Score: Raw -848850.406116 + Penalty 2888.711432 = -845961.694684
  nChanged 69
		SP:Iteration 12Q (16757.840000 sec): 3 clusters
  Score: Raw -848900.256885 + Penalty 2888.711432 = -846011.545453
  nChanged 50
		SP:Iteration 13Q (16757.850000 sec): 3 clusters
  Score: Raw -848933.772992 + Penalty 2888.711432 = -846045.061560
  nChanged 33
		SP:Iteration 14Q (16757.870000 sec): 3 clusters
  Score: Raw -848959.042554 + Penalty 2888.711432 = -846070.331121
  nChanged 25
		SP:Iteration 15Q (16757.880000 sec): 3 clusters
  Score: Raw -848977.762990 + Penalty 2888.711432 = -846089.051558
  nChanged 16
		SP:Iteration 16Q (16757.900000 sec): 3 clusters
  Score: Raw -848989.641477 + Penalty 2888.711432 = -846100.930045
  nChanged 16
		SP:Iteration 17Q (16757.910000 sec): 3 clusters
  Score: Raw -849002.662591 + Penalty 2888.711432 = -846113.951159
  nChanged 18
		SP:Iteration 18Q (16757.930000 sec): 3 clusters
  Score: Raw -849014.430168 + Penalty 2888.711432 = -846125.718735
  nChanged 12
		SP:Iteration 19Q (16757.940000 sec): 3 clusters
  Score: Raw -849023.328514 + Penalty 2888.711432 = -846134.617082
  nChanged 10
		SP:Iteration 20F (16757.960000 sec): 3 clusters
  Score: Raw -849029.160873 + Penalty 2888.711432 = -846140.449440
  nChanged 11
		SP:Iteration 21Q (16757.970000 sec): 3 clusters
  Score: Raw -849034.405877 + Penalty 2888.711432 = -846145.694445
  nChanged 7
		SP:Iteration 22Q (16757.990000 sec): 3 clusters
  Score: Raw -849039.065114 + Penalty 2888.711432 = -846150.353682
  nChanged 5
		SP:Iteration 23Q (16758.000000 sec): 3 clusters
  Score: Raw -849042.286721 + Penalty 2888.711432 = -846153.575289
  nChanged 3
		SP:Iteration 24Q (16758.010000 sec): 3 clusters
  Score: Raw -849043.977940 + Penalty 2888.711432 = -846155.266508
  nChanged 1
		SP:Iteration 25Q (16758.030000 sec): 3 clusters
  Score: Raw -849044.626500 + Penalty 2888.711432 = -846155.915068
  nChanged 0
		SP:Iteration 26F (16758.040000 sec): 3 clusters
  Score: Raw -849044.626500 + Penalty 2888.711432 = -846155.915068
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16758.060000 sec): 2 clusters
  Score: Raw -439665.990279 + Penalty 1358.245184 = -438307.745095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16758.070000 sec): 3 clusters
  Score: Raw -437527.301235 + Penalty 2716.490367 = -434810.810868
  nChanged 1676
		SP:Iteration 1F (16758.080000 sec): 3 clusters
  Score: Raw -438634.888784 + Penalty 2716.490367 = -435918.398417
  nChanged 384
		SP:Iteration 2F (16758.090000 sec): 3 clusters
  Score: Raw -439037.176245 + Penalty 2716.490367 = -436320.685878
  nChanged 357
		SP:Iteration 3F (16758.100000 sec): 3 clusters
  Score: Raw -439398.957606 + Penalty 2716.490367 = -436682.467239
  nChanged 299
		SP:Iteration 4F (16758.110000 sec): 3 clusters
  Score: Raw -439683.345646 + Penalty 2716.490367 = -436966.855279
  nChanged 239
		SP:Iteration 5F (16758.120000 sec): 3 clusters
  Score: Raw -439879.743805 + Penalty 2716.490367 = -437163.253438
  nChanged 194
		SP:Iteration 6Q (16758.130000 sec): 3 clusters
  Score: Raw -440031.201798 + Penalty 2716.490367 = -437314.711431
  nChanged 157
		SP:Iteration 7Q (16758.140000 sec): 3 clusters
  Score: Raw -440125.610206 + Penalty 2716.490367 = -437409.119839
  nChanged 123
		SP:Iteration 8Q (16758.150000 sec): 3 clusters
  Score: Raw -440192.019481 + Penalty 2716.490367 = -437475.529114
  nChanged 92
		SP:Iteration 9Q (16758.160000 sec): 3 clusters
  Score: Raw -440242.202491 + Penalty 2716.490367 = -437525.712124
  nChanged 87
		SP:Iteration 10Q (16758.170000 sec): 3 clusters
  Score: Raw -440285.165800 + Penalty 2716.490367 = -437568.675433
  nChanged 64
		SP:Iteration 11Q (16758.180000 sec): 3 clusters
  Score: Raw -440305.791328 + Penalty 2716.490367 = -437589.300960
  nChanged 41
		SP:Iteration 12Q (16758.190000 sec): 3 clusters
  Score: Raw -440320.183953 + Penalty 2716.490367 = -437603.693586
  nChanged 39
		SP:Iteration 13Q (16758.200000 sec): 3 clusters
  Score: Raw -440334.937869 + Penalty 2716.490367 = -437618.447502
  nChanged 40
		SP:Iteration 14Q (16758.210000 sec): 3 clusters
  Score: Raw -440352.397453 + Penalty 2716.490367 = -437635.907086
  nChanged 47
		SP:Iteration 15Q (16758.220000 sec): 3 clusters
  Score: Raw -440371.717944 + Penalty 2716.490367 = -437655.227577
  nChanged 33
		SP:Iteration 16Q (16758.230000 sec): 3 clusters
  Score: Raw -440385.314311 + Penalty 2716.490367 = -437668.823944
  nChanged 38
		SP:Iteration 17Q (16758.240000 sec): 3 clusters
  Score: Raw -440404.193366 + Penalty 2716.490367 = -437687.702999
  nChanged 40
		SP:Iteration 18Q (16758.250000 sec): 3 clusters
  Score: Raw -440417.335575 + Penalty 2716.490367 = -437700.845208
  nChanged 31
		SP:Iteration 19Q (16758.260000 sec): 3 clusters
  Score: Raw -440427.365126 + Penalty 2716.490367 = -437710.874759
  nChanged 15
		SP:Iteration 20F (16758.270000 sec): 3 clusters
  Score: Raw -440432.854686 + Penalty 2716.490367 = -437716.364319
  nChanged 16
		SP:Iteration 21Q (16758.290000 sec): 3 clusters
  Score: Raw -440436.238757 + Penalty 2716.490367 = -437719.748390
  nChanged 12
		SP:Iteration 22Q (16758.290000 sec): 3 clusters
  Score: Raw -440438.398436 + Penalty 2716.490367 = -437721.908069
  nChanged 8
		SP:Iteration 23Q (16758.310000 sec): 3 clusters
  Score: Raw -440441.353056 + Penalty 2716.490367 = -437724.862689
  nChanged 11
		SP:Iteration 24Q (16758.310000 sec): 3 clusters
  Score: Raw -440444.507113 + Penalty 2716.490367 = -437728.016746
  nChanged 7
		SP:Iteration 25Q (16758.330000 sec): 3 clusters
  Score: Raw -440445.799980 + Penalty 2716.490367 = -437729.309613
  nChanged 9
		SP:Iteration 26Q (16758.330000 sec): 3 clusters
  Score: Raw -440447.631245 + Penalty 2716.490367 = -437731.140878
  nChanged 1
		SP:Iteration 27Q (16758.350000 sec): 3 clusters
  Score: Raw -440447.769156 + Penalty 2716.490367 = -437731.278788
  nChanged 0
		SP:Iteration 28F (16758.350000 sec): 3 clusters
  Score: Raw -440447.769156 + Penalty 2716.490367 = -437731.278788
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16758.360000 sec): 2 clusters
  Score: Raw -192461.255539 + Penalty 1211.297925 = -191249.957614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16758.370000 sec): 3 clusters
  Score: Raw -191725.844249 + Penalty 2422.595850 = -189303.248398
  nChanged 599
		SP:Iteration 1F (16758.370000 sec): 3 clusters
  Score: Raw -192092.208533 + Penalty 2422.595850 = -189669.612683
  nChanged 146
		SP:Iteration 2F (16758.380000 sec): 3 clusters
  Score: Raw -192193.624000 + Penalty 2422.595850 = -189771.028150
  nChanged 89
		SP:Iteration 3F (16758.380000 sec): 3 clusters
  Score: Raw -192269.840776 + Penalty 2422.595850 = -189847.244925
  nChanged 83
		SP:Iteration 4Q (16758.390000 sec): 3 clusters
  Score: Raw -192343.541347 + Penalty 2422.595850 = -189920.945497
  nChanged 80
		SP:Iteration 5Q (16758.390000 sec): 3 clusters
  Score: Raw -192444.499615 + Penalty 2422.595850 = -190021.903765
  nChanged 96
		SP:Iteration 6F (16758.400000 sec): 3 clusters
  Score: Raw -192563.671194 + Penalty 2422.595850 = -190141.075344
  nChanged 103
		SP:Iteration 7F (16758.400000 sec): 3 clusters
  Score: Raw -192689.021364 + Penalty 2422.595850 = -190266.425514
  nChanged 105
		SP:Iteration 8F (16758.400000 sec): 3 clusters
  Score: Raw -192801.049680 + Penalty 2422.595850 = -190378.453830
  nChanged 90
		SP:Iteration 9F (16758.410000 sec): 3 clusters
  Score: Raw -192897.558506 + Penalty 2422.595850 = -190474.962655
  nChanged 59
		SP:Iteration 10Q (16758.410000 sec): 3 clusters
  Score: Raw -192957.269557 + Penalty 2422.595850 = -190534.673707
  nChanged 35
		SP:Iteration 11Q (16758.420000 sec): 3 clusters
  Score: Raw -192993.329272 + Penalty 2422.595850 = -190570.733422
  nChanged 28
		SP:Iteration 12Q (16758.420000 sec): 3 clusters
  Score: Raw -193016.428877 + Penalty 2422.595850 = -190593.833026
  nChanged 14
		SP:Iteration 13Q (16758.430000 sec): 3 clusters
  Score: Raw -193025.301801 + Penalty 2422.595850 = -190602.705951
  nChanged 12
		SP:Iteration 14Q (16758.430000 sec): 3 clusters
  Score: Raw -193033.761500 + Penalty 2422.595850 = -190611.165650
  nChanged 9
		SP:Iteration 15Q (16758.440000 sec): 3 clusters
  Score: Raw -193041.380731 + Penalty 2422.595850 = -190618.784880
  nChanged 5
		SP:Iteration 16Q (16758.440000 sec): 3 clusters
  Score: Raw -193043.683961 + Penalty 2422.595850 = -190621.088111
  nChanged 4
		SP:Iteration 17Q (16758.440000 sec): 3 clusters
  Score: Raw -193045.188747 + Penalty 2422.595850 = -190622.592897
  nChanged 2
		SP:Iteration 18Q (16758.450000 sec): 3 clusters
  Score: Raw -193047.349586 + Penalty 2422.595850 = -190624.753735
  nChanged 5
		SP:Iteration 19Q (16758.450000 sec): 3 clusters
  Score: Raw -193052.511433 + Penalty 2422.595850 = -190629.915582
  nChanged 1
		SP:Iteration 20F (16758.460000 sec): 3 clusters
  Score: Raw -193053.001707 + Penalty 2422.595850 = -190630.405857
  nChanged 1
		SP:Iteration 21Q (16758.460000 sec): 3 clusters
  Score: Raw -193053.743463 + Penalty 2422.595850 = -190631.147613
  nChanged 0
		SP:Iteration 22F (16758.460000 sec): 3 clusters
  Score: Raw -193053.743463 + Penalty 2422.595850 = -190631.147613
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16758.480000 sec): 2 clusters
  Score: Raw -498394.609254 + Penalty 1366.995016 = -497027.614238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16758.490000 sec): 3 clusters
  Score: Raw -496098.391247 + Penalty 2733.990032 = -493364.401215
  nChanged 1850
		SP:Iteration 1F (16758.500000 sec): 3 clusters
  Score: Raw -497163.582602 + Penalty 2733.990032 = -494429.592570
  nChanged 354
		SP:Iteration 2F (16758.510000 sec): 3 clusters
  Score: Raw -497374.782733 + Penalty 2733.990032 = -494640.792701
  nChanged 281
		SP:Iteration 3F (16758.520000 sec): 3 clusters
  Score: Raw -497527.496534 + Penalty 2733.990032 = -494793.506502
  nChanged 207
		SP:Iteration 4Q (16758.540000 sec): 3 clusters
  Score: Raw -497641.545435 + Penalty 2733.990032 = -494907.555403
  nChanged 191
		SP:Iteration 5Q (16758.550000 sec): 3 clusters
  Score: Raw -497753.145714 + Penalty 2733.990032 = -495019.155682
  nChanged 189
		SP:Iteration 6Q (16758.560000 sec): 3 clusters
  Score: Raw -497887.782649 + Penalty 2733.990032 = -495153.792617
  nChanged 195
		SP:Iteration 7Q (16758.570000 sec): 3 clusters
  Score: Raw -498017.363994 + Penalty 2733.990032 = -495283.373962
  nChanged 180
		SP:Iteration 8Q (16758.580000 sec): 3 clusters
  Score: Raw -498127.739519 + Penalty 2733.990032 = -495393.749487
  nChanged 158
		SP:Iteration 9Q (16758.590000 sec): 3 clusters
  Score: Raw -498215.197701 + Penalty 2733.990032 = -495481.207669
  nChanged 143
		SP:Iteration 10Q (16758.600000 sec): 3 clusters
  Score: Raw -498294.612477 + Penalty 2733.990032 = -495560.622445
  nChanged 119
		SP:Iteration 11Q (16758.610000 sec): 3 clusters
  Score: Raw -498359.369549 + Penalty 2733.990032 = -495625.379517
  nChanged 120
		SP:Iteration 12Q (16758.620000 sec): 3 clusters
  Score: Raw -498424.414078 + Penalty 2733.990032 = -495690.424046
  nChanged 94
		SP:Iteration 13Q (16758.640000 sec): 3 clusters
  Score: Raw -498471.653431 + Penalty 2733.990032 = -495737.663399
  nChanged 81
		SP:Iteration 14Q (16758.650000 sec): 3 clusters
  Score: Raw -498508.082301 + Penalty 2733.990032 = -495774.092269
  nChanged 75
		SP:Iteration 15Q (16758.660000 sec): 3 clusters
  Score: Raw -498546.538699 + Penalty 2733.990032 = -495812.548667
  nChanged 71
		SP:Iteration 16Q (16758.670000 sec): 3 clusters
  Score: Raw -498577.848241 + Penalty 2733.990032 = -495843.858209
  nChanged 62
		SP:Iteration 17Q (16758.680000 sec): 3 clusters
  Score: Raw -498606.161239 + Penalty 2733.990032 = -495872.171207
  nChanged 46
		SP:Iteration 18Q (16758.690000 sec): 3 clusters
  Score: Raw -498626.908483 + Penalty 2733.990032 = -495892.918451
  nChanged 38
		SP:Iteration 19Q (16758.700000 sec): 3 clusters
  Score: Raw -498642.830423 + Penalty 2733.990032 = -495908.840391
  nChanged 37
		SP:Iteration 20F (16758.710000 sec): 3 clusters
  Score: Raw -498658.101856 + Penalty 2733.990032 = -495924.111824
  nChanged 26
		SP:Iteration 21Q (16758.720000 sec): 3 clusters
  Score: Raw -498670.941253 + Penalty 2733.990032 = -495936.951221
  nChanged 33
		SP:Iteration 22Q (16758.740000 sec): 3 clusters
  Score: Raw -498685.467043 + Penalty 2733.990032 = -495951.477011
  nChanged 18
		SP:Iteration 23Q (16758.750000 sec): 3 clusters
  Score: Raw -498692.097877 + Penalty 2733.990032 = -495958.107845
  nChanged 12
		SP:Iteration 24Q (16758.760000 sec): 3 clusters
  Score: Raw -498698.001852 + Penalty 2733.990032 = -495964.011820
  nChanged 15
		SP:Iteration 25Q (16758.770000 sec): 3 clusters
  Score: Raw -498703.545205 + Penalty 2733.990032 = -495969.555173
  nChanged 9
		SP:Iteration 26Q (16758.780000 sec): 3 clusters
  Score: Raw -498707.014304 + Penalty 2733.990032 = -495973.024272
  nChanged 11
		SP:Iteration 27Q (16758.790000 sec): 3 clusters
  Score: Raw -498711.244809 + Penalty 2733.990032 = -495977.254777
  nChanged 6
		SP:Iteration 28Q (16758.800000 sec): 3 clusters
  Score: Raw -498713.131711 + Penalty 2733.990032 = -495979.141679
  nChanged 4
		SP:Iteration 29Q (16758.810000 sec): 3 clusters
  Score: Raw -498714.246559 + Penalty 2733.990032 = -495980.256527
  nChanged 2
		SP:Iteration 30Q (16758.820000 sec): 3 clusters
  Score: Raw -498714.674298 + Penalty 2733.990032 = -495980.684266
  nChanged 2
		SP:Iteration 31Q (16758.840000 sec): 3 clusters
  Score: Raw -498715.012686 + Penalty 2733.990032 = -495981.022654
  nChanged 1
		SP:Iteration 32Q (16758.850000 sec): 3 clusters
  Score: Raw -498715.755802 + Penalty 2733.990032 = -495981.765770
  nChanged 5
		SP:Iteration 33Q (16758.860000 sec): 3 clusters
  Score: Raw -498718.027876 + Penalty 2733.990032 = -495984.037844
  nChanged 3
		SP:Iteration 34Q (16758.870000 sec): 3 clusters
  Score: Raw -498718.731940 + Penalty 2733.990032 = -495984.741908
  nChanged 2
		SP:Iteration 35Q (16758.880000 sec): 3 clusters
  Score: Raw -498719.513694 + Penalty 2733.990032 = -495985.523662
  nChanged 0
		SP:Iteration 36F (16758.890000 sec): 3 clusters
  Score: Raw -498719.513694 + Penalty 2733.990032 = -495985.523662
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16758.950000 sec): 2 clusters
  Score: Raw -2147489.358772 + Penalty 1591.897453 = -2145897.461319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16759.000000 sec): 3 clusters
  Score: Raw -2136632.032215 + Penalty 3183.794907 = -2133448.237308
  nChanged 8167
		SP:Iteration 1F (16759.040000 sec): 3 clusters
  Score: Raw -2141276.779093 + Penalty 3183.794907 = -2138092.984186
  nChanged 864
		SP:Iteration 2Q (16759.090000 sec): 3 clusters
  Score: Raw -2141556.315049 + Penalty 3183.794907 = -2138372.520142
  nChanged 685
		SP:Iteration 3Q (16759.140000 sec): 3 clusters
  Score: Raw -2141742.353631 + Penalty 3183.794907 = -2138558.558724
  nChanged 571
		SP:Iteration 4Q (16759.180000 sec): 3 clusters
  Score: Raw -2141902.316887 + Penalty 3183.794907 = -2138718.521980
  nChanged 538
		SP:Iteration 5Q (16759.230000 sec): 3 clusters
  Score: Raw -2142073.876536 + Penalty 3183.794907 = -2138890.081629
  nChanged 580
		SP:Iteration 6Q (16759.280000 sec): 3 clusters
  Score: Raw -2142291.843156 + Penalty 3183.794907 = -2139108.048249
  nChanged 649
		SP:Iteration 7Q (16759.330000 sec): 3 clusters
  Score: Raw -2142585.981191 + Penalty 3183.794907 = -2139402.186284
  nChanged 758
		SP:Iteration 8Q (16759.380000 sec): 3 clusters
  Score: Raw -2143024.079462 + Penalty 3183.794907 = -2139840.284555
  nChanged 882
		SP:Iteration 9Q (16759.430000 sec): 3 clusters
  Score: Raw -2143616.040198 + Penalty 3183.794907 = -2140432.245292
  nChanged 890
		SP:Iteration 10Q (16759.470000 sec): 3 clusters
  Score: Raw -2144266.744490 + Penalty 3183.794907 = -2141082.949583
  nChanged 826
		SP:Iteration 11Q (16759.520000 sec): 3 clusters
  Score: Raw -2144856.499916 + Penalty 3183.794907 = -2141672.705009
  nChanged 733
		SP:Iteration 12Q (16759.570000 sec): 3 clusters
  Score: Raw -2145317.983562 + Penalty 3183.794907 = -2142134.188655
  nChanged 556
		SP:Iteration 13Q (16759.610000 sec): 3 clusters
  Score: Raw -2145595.436824 + Penalty 3183.794907 = -2142411.641917
  nChanged 395
		SP:Iteration 14Q (16759.650000 sec): 3 clusters
  Score: Raw -2145799.307353 + Penalty 3183.794907 = -2142615.512446
  nChanged 340
		SP:Iteration 15Q (16759.690000 sec): 3 clusters
  Score: Raw -2145959.811937 + Penalty 3183.794907 = -2142776.017030
  nChanged 307
		SP:Iteration 16Q (16759.730000 sec): 3 clusters
  Score: Raw -2146104.963271 + Penalty 3183.794907 = -2142921.168364
  nChanged 260
		SP:Iteration 17Q (16759.770000 sec): 3 clusters
  Score: Raw -2146215.437123 + Penalty 3183.794907 = -2143031.642216
  nChanged 218
		SP:Iteration 18Q (16759.810000 sec): 3 clusters
  Score: Raw -2146307.678220 + Penalty 3183.794907 = -2143123.883314
  nChanged 228
		SP:Iteration 19Q (16759.850000 sec): 3 clusters
  Score: Raw -2146411.799005 + Penalty 3183.794907 = -2143228.004098
  nChanged 205
		SP:Iteration 20F (16759.900000 sec): 3 clusters
  Score: Raw -2146511.115909 + Penalty 3183.794907 = -2143327.321002
  nChanged 210
		SP:Iteration 21Q (16759.940000 sec): 3 clusters
  Score: Raw -2146607.449652 + Penalty 3183.794907 = -2143423.654746
  nChanged 188
		SP:Iteration 22Q (16759.980000 sec): 3 clusters
  Score: Raw -2146694.154596 + Penalty 3183.794907 = -2143510.359689
  nChanged 177
		SP:Iteration 23Q (16760.020000 sec): 3 clusters
  Score: Raw -2146773.237600 + Penalty 3183.794907 = -2143589.442693
  nChanged 162
		SP:Iteration 24Q (16760.060000 sec): 3 clusters
  Score: Raw -2146839.151827 + Penalty 3183.794907 = -2143655.356920
  nChanged 146
		SP:Iteration 25Q (16760.090000 sec): 3 clusters
  Score: Raw -2146900.646361 + Penalty 3183.794907 = -2143716.851454
  nChanged 135
		SP:Iteration 26Q (16760.130000 sec): 3 clusters
  Score: Raw -2146958.128598 + Penalty 3183.794907 = -2143774.333692
  nChanged 116
		SP:Iteration 27Q (16760.170000 sec): 3 clusters
  Score: Raw -2147002.436769 + Penalty 3183.794907 = -2143818.641862
  nChanged 102
		SP:Iteration 28Q (16760.210000 sec): 3 clusters
  Score: Raw -2147036.036155 + Penalty 3183.794907 = -2143852.241248
  nChanged 95
		SP:Iteration 29Q (16760.250000 sec): 3 clusters
  Score: Raw -2147071.006922 + Penalty 3183.794907 = -2143887.212015
  nChanged 103
		SP:Iteration 30Q (16760.280000 sec): 3 clusters
  Score: Raw -2147107.075952 + Penalty 3183.794907 = -2143923.281045
  nChanged 87
		SP:Iteration 31Q (16760.320000 sec): 3 clusters
  Score: Raw -2147135.577491 + Penalty 3183.794907 = -2143951.782584
  nChanged 77
		SP:Iteration 32Q (16760.350000 sec): 3 clusters
  Score: Raw -2147161.416998 + Penalty 3183.794907 = -2143977.622091
  nChanged 65
		SP:Iteration 33Q (16760.390000 sec): 3 clusters
  Score: Raw -2147185.791456 + Penalty 3183.794907 = -2144001.996549
  nChanged 74
		SP:Iteration 34Q (16760.430000 sec): 3 clusters
  Score: Raw -2147219.713086 + Penalty 3183.794907 = -2144035.918179
  nChanged 77
		SP:Iteration 35Q (16760.460000 sec): 3 clusters
  Score: Raw -2147254.100874 + Penalty 3183.794907 = -2144070.305967
  nChanged 73
		SP:Iteration 36Q (16760.500000 sec): 3 clusters
  Score: Raw -2147292.286290 + Penalty 3183.794907 = -2144108.491383
  nChanged 87
		SP:Iteration 37Q (16760.530000 sec): 3 clusters
  Score: Raw -2147338.404648 + Penalty 3183.794907 = -2144154.609741
  nChanged 82
		SP:Iteration 38Q (16760.570000 sec): 3 clusters
  Score: Raw -2147382.040064 + Penalty 3183.794907 = -2144198.245157
  nChanged 74
		SP:Iteration 39Q (16760.600000 sec): 3 clusters
  Score: Raw -2147422.278366 + Penalty 3183.794907 = -2144238.483459
  nChanged 58
		SP:Iteration 40F (16760.650000 sec): 3 clusters
  Score: Raw -2147453.656194 + Penalty 3183.794907 = -2144269.861287
  nChanged 47
		SP:Iteration 41Q (16760.690000 sec): 3 clusters
  Score: Raw -2147477.905426 + Penalty 3183.794907 = -2144294.110519
  nChanged 42
		SP:Iteration 42Q (16760.720000 sec): 3 clusters
  Score: Raw -2147501.560853 + Penalty 3183.794907 = -2144317.765946
  nChanged 39
		SP:Iteration 43Q (16760.750000 sec): 3 clusters
  Score: Raw -2147526.917083 + Penalty 3183.794907 = -2144343.122177
  nChanged 32
		SP:Iteration 44Q (16760.790000 sec): 3 clusters
  Score: Raw -2147546.209746 + Penalty 3183.794907 = -2144362.414839
  nChanged 29
		SP:Iteration 45Q (16760.830000 sec): 3 clusters
  Score: Raw -2147564.935718 + Penalty 3183.794907 = -2144381.140811
  nChanged 32
		SP:Iteration 46Q (16760.850000 sec): 3 clusters
  Score: Raw -2147584.663752 + Penalty 3183.794907 = -2144400.868845
  nChanged 27
		SP:Iteration 47Q (16760.890000 sec): 3 clusters
  Score: Raw -2147601.979659 + Penalty 3183.794907 = -2144418.184752
  nChanged 28
		SP:Iteration 48Q (16760.920000 sec): 3 clusters
  Score: Raw -2147619.532567 + Penalty 3183.794907 = -2144435.737660
  nChanged 25
		SP:Iteration 49Q (16760.960000 sec): 3 clusters
  Score: Raw -2147633.942901 + Penalty 3183.794907 = -2144450.147994
  nChanged 13
		SP:Iteration 50Q (16760.990000 sec): 3 clusters
  Score: Raw -2147641.186525 + Penalty 3183.794907 = -2144457.391618
  nChanged 15
		SP:Iteration 51Q (16761.030000 sec): 3 clusters
  Score: Raw -2147651.334540 + Penalty 3183.794907 = -2144467.539633
  nChanged 14
		SP:Iteration 52Q (16761.060000 sec): 3 clusters
  Score: Raw -2147659.904465 + Penalty 3183.794907 = -2144476.109558
  nChanged 13
		SP:Iteration 53Q (16761.090000 sec): 3 clusters
  Score: Raw -2147666.648688 + Penalty 3183.794907 = -2144482.853781
  nChanged 13
		SP:Iteration 54Q (16761.130000 sec): 3 clusters
  Score: Raw -2147674.636139 + Penalty 3183.794907 = -2144490.841232
  nChanged 9
		SP:Iteration 55Q (16761.160000 sec): 3 clusters
  Score: Raw -2147679.828113 + Penalty 3183.794907 = -2144496.033207
  nChanged 10
		SP:Iteration 56Q (16761.190000 sec): 3 clusters
  Score: Raw -2147686.577583 + Penalty 3183.794907 = -2144502.782676
  nChanged 10
		SP:Iteration 57Q (16761.230000 sec): 3 clusters
  Score: Raw -2147695.829918 + Penalty 3183.794907 = -2144512.035011
  nChanged 10
		SP:Iteration 58Q (16761.260000 sec): 3 clusters
  Score: Raw -2147702.583568 + Penalty 3183.794907 = -2144518.788662
  nChanged 8
		SP:Iteration 59Q (16761.290000 sec): 3 clusters
  Score: Raw -2147710.191302 + Penalty 3183.794907 = -2144526.396395
  nChanged 10
		SP:Iteration 60F (16761.340000 sec): 3 clusters
  Score: Raw -2147717.612682 + Penalty 3183.794907 = -2144533.817775
  nChanged 6
		SP:Iteration 61Q (16761.370000 sec): 3 clusters
  Score: Raw -2147722.912795 + Penalty 3183.794907 = -2144539.117889
  nChanged 10
		SP:Iteration 62Q (16761.410000 sec): 3 clusters
  Score: Raw -2147728.518886 + Penalty 3183.794907 = -2144544.723979
  nChanged 6
		SP:Iteration 63Q (16761.440000 sec): 3 clusters
  Score: Raw -2147731.868368 + Penalty 3183.794907 = -2144548.073461
  nChanged 1
		SP:Iteration 64Q (16761.470000 sec): 3 clusters
  Score: Raw -2147732.106649 + Penalty 3183.794907 = -2144548.311743
  nChanged 0
		SP:Iteration 65F (16761.520000 sec): 3 clusters
  Score: Raw -2147732.106649 + Penalty 3183.794907 = -2144548.311743
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16761.570000 sec): 2 clusters
  Score: Raw -2382006.066245 + Penalty 1609.568407 = -2380396.497838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16761.630000 sec): 3 clusters
  Score: Raw -2369913.248944 + Penalty 3219.136815 = -2366694.112129
  nChanged 9008
		SP:Iteration 1F (16761.680000 sec): 3 clusters
  Score: Raw -2374951.321141 + Penalty 3219.136815 = -2371732.184326
  nChanged 1094
		SP:Iteration 2F (16761.730000 sec): 3 clusters
  Score: Raw -2375426.764318 + Penalty 3219.136815 = -2372207.627504
  nChanged 1125
		SP:Iteration 3F (16761.790000 sec): 3 clusters
  Score: Raw -2375988.397400 + Penalty 3219.136815 = -2372769.260585
  nChanged 1168
		SP:Iteration 4F (16761.840000 sec): 3 clusters
  Score: Raw -2376663.834787 + Penalty 3219.136815 = -2373444.697973
  nChanged 1220
		SP:Iteration 5F (16761.890000 sec): 3 clusters
  Score: Raw -2377393.936547 + Penalty 3219.136815 = -2374174.799733
  nChanged 1211
		SP:Iteration 6F (16761.950000 sec): 3 clusters
  Score: Raw -2378186.905138 + Penalty 3219.136815 = -2374967.768324
  nChanged 1190
		SP:Iteration 7F (16762.000000 sec): 3 clusters
  Score: Raw -2378983.316707 + Penalty 3219.136815 = -2375764.179893
  nChanged 1010
		SP:Iteration 8F (16762.050000 sec): 3 clusters
  Score: Raw -2379622.149531 + Penalty 3219.136815 = -2376403.012716
  nChanged 887
		SP:Iteration 9Q (16762.110000 sec): 3 clusters
  Score: Raw -2380140.711280 + Penalty 3219.136815 = -2376921.574465
  nChanged 610
		SP:Iteration 10Q (16762.160000 sec): 3 clusters
  Score: Raw -2380407.172085 + Penalty 3219.136815 = -2377188.035270
  nChanged 432
		SP:Iteration 11Q (16762.210000 sec): 3 clusters
  Score: Raw -2380573.917698 + Penalty 3219.136815 = -2377354.780884
  nChanged 352
		SP:Iteration 12Q (16762.260000 sec): 3 clusters
  Score: Raw -2380700.672526 + Penalty 3219.136815 = -2377481.535711
  nChanged 289
		SP:Iteration 13Q (16762.310000 sec): 3 clusters
  Score: Raw -2380796.696473 + Penalty 3219.136815 = -2377577.559659
  nChanged 269
		SP:Iteration 14Q (16762.360000 sec): 3 clusters
  Score: Raw -2380884.935271 + Penalty 3219.136815 = -2377665.798457
  nChanged 234
		SP:Iteration 15Q (16762.410000 sec): 3 clusters
  Score: Raw -2380959.225439 + Penalty 3219.136815 = -2377740.088625
  nChanged 258
		SP:Iteration 16Q (16762.460000 sec): 3 clusters
  Score: Raw -2381038.741658 + Penalty 3219.136815 = -2377819.604843
  nChanged 242
		SP:Iteration 17Q (16762.510000 sec): 3 clusters
  Score: Raw -2381114.928496 + Penalty 3219.136815 = -2377895.791681
  nChanged 214
		SP:Iteration 18Q (16762.560000 sec): 3 clusters
  Score: Raw -2381181.708522 + Penalty 3219.136815 = -2377962.571707
  nChanged 227
		SP:Iteration 19Q (16762.610000 sec): 3 clusters
  Score: Raw -2381256.561000 + Penalty 3219.136815 = -2378037.424185
  nChanged 204
		SP:Iteration 20F (16762.660000 sec): 3 clusters
  Score: Raw -2381318.610841 + Penalty 3219.136815 = -2378099.474026
  nChanged 187
		SP:Iteration 21Q (16762.710000 sec): 3 clusters
  Score: Raw -2381373.751461 + Penalty 3219.136815 = -2378154.614646
  nChanged 173
		SP:Iteration 22Q (16762.750000 sec): 3 clusters
  Score: Raw -2381426.668043 + Penalty 3219.136815 = -2378207.531228
  nChanged 169
		SP:Iteration 23Q (16762.800000 sec): 3 clusters
  Score: Raw -2381481.277675 + Penalty 3219.136815 = -2378262.140861
  nChanged 158
		SP:Iteration 24Q (16762.850000 sec): 3 clusters
  Score: Raw -2381534.304010 + Penalty 3219.136815 = -2378315.167195
  nChanged 129
		SP:Iteration 25Q (16762.890000 sec): 3 clusters
  Score: Raw -2381582.879295 + Penalty 3219.136815 = -2378363.742480
  nChanged 148
		SP:Iteration 26Q (16762.940000 sec): 3 clusters
  Score: Raw -2381652.661507 + Penalty 3219.136815 = -2378433.524692
  nChanged 164
		SP:Iteration 27Q (16762.990000 sec): 3 clusters
  Score: Raw -2381739.485696 + Penalty 3219.136815 = -2378520.348881
  nChanged 164
		SP:Iteration 28Q (16763.030000 sec): 3 clusters
  Score: Raw -2381819.985376 + Penalty 3219.136815 = -2378600.848562
  nChanged 149
		SP:Iteration 29Q (16763.070000 sec): 3 clusters
  Score: Raw -2381886.208014 + Penalty 3219.136815 = -2378667.071199
  nChanged 127
		SP:Iteration 30Q (16763.120000 sec): 3 clusters
  Score: Raw -2381942.526924 + Penalty 3219.136815 = -2378723.390109
  nChanged 116
		SP:Iteration 31Q (16763.160000 sec): 3 clusters
  Score: Raw -2381989.159994 + Penalty 3219.136815 = -2378770.023179
  nChanged 98
		SP:Iteration 32Q (16763.200000 sec): 3 clusters
  Score: Raw -2382027.568334 + Penalty 3219.136815 = -2378808.431519
  nChanged 95
		SP:Iteration 33Q (16763.250000 sec): 3 clusters
  Score: Raw -2382058.010325 + Penalty 3219.136815 = -2378838.873511
  nChanged 74
		SP:Iteration 34Q (16763.290000 sec): 3 clusters
  Score: Raw -2382083.178916 + Penalty 3219.136815 = -2378864.042102
  nChanged 71
		SP:Iteration 35Q (16763.330000 sec): 3 clusters
  Score: Raw -2382101.419411 + Penalty 3219.136815 = -2378882.282597
  nChanged 54
		SP:Iteration 36Q (16763.370000 sec): 3 clusters
  Score: Raw -2382114.568527 + Penalty 3219.136815 = -2378895.431712
  nChanged 55
		SP:Iteration 37Q (16763.410000 sec): 3 clusters
  Score: Raw -2382127.537589 + Penalty 3219.136815 = -2378908.400775
  nChanged 44
		SP:Iteration 38Q (16763.460000 sec): 3 clusters
  Score: Raw -2382137.872138 + Penalty 3219.136815 = -2378918.735323
  nChanged 43
		SP:Iteration 39Q (16763.500000 sec): 3 clusters
  Score: Raw -2382148.067846 + Penalty 3219.136815 = -2378928.931032
  nChanged 40
		SP:Iteration 40F (16763.550000 sec): 3 clusters
  Score: Raw -2382157.605240 + Penalty 3219.136815 = -2378938.468425
  nChanged 34
		SP:Iteration 41Q (16763.590000 sec): 3 clusters
  Score: Raw -2382164.008336 + Penalty 3219.136815 = -2378944.871522
  nChanged 23
		SP:Iteration 42Q (16763.630000 sec): 3 clusters
  Score: Raw -2382168.885303 + Penalty 3219.136815 = -2378949.748488
  nChanged 19
		SP:Iteration 43Q (16763.670000 sec): 3 clusters
  Score: Raw -2382173.474899 + Penalty 3219.136815 = -2378954.338085
  nChanged 22
		SP:Iteration 44Q (16763.710000 sec): 3 clusters
  Score: Raw -2382177.761942 + Penalty 3219.136815 = -2378958.625127
  nChanged 23
		SP:Iteration 45Q (16763.760000 sec): 3 clusters
  Score: Raw -2382181.468053 + Penalty 3219.136815 = -2378962.331239
  nChanged 22
		SP:Iteration 46Q (16763.800000 sec): 3 clusters
  Score: Raw -2382184.437439 + Penalty 3219.136815 = -2378965.300624
  nChanged 12
		SP:Iteration 47Q (16763.840000 sec): 3 clusters
  Score: Raw -2382186.598082 + Penalty 3219.136815 = -2378967.461267
  nChanged 20
		SP:Iteration 48Q (16763.880000 sec): 3 clusters
  Score: Raw -2382190.104786 + Penalty 3219.136815 = -2378970.967971
  nChanged 18
		SP:Iteration 49Q (16763.920000 sec): 3 clusters
  Score: Raw -2382193.144045 + Penalty 3219.136815 = -2378974.007231
  nChanged 13
		SP:Iteration 50Q (16763.960000 sec): 3 clusters
  Score: Raw -2382196.087877 + Penalty 3219.136815 = -2378976.951062
  nChanged 20
		SP:Iteration 51Q (16764.000000 sec): 3 clusters
  Score: Raw -2382200.560909 + Penalty 3219.136815 = -2378981.424094
  nChanged 16
		SP:Iteration 52Q (16764.040000 sec): 3 clusters
  Score: Raw -2382203.286619 + Penalty 3219.136815 = -2378984.149804
  nChanged 13
		SP:Iteration 53Q (16764.080000 sec): 3 clusters
  Score: Raw -2382205.911047 + Penalty 3219.136815 = -2378986.774233
  nChanged 17
		SP:Iteration 54Q (16764.120000 sec): 3 clusters
  Score: Raw -2382209.732196 + Penalty 3219.136815 = -2378990.595382
  nChanged 13
		SP:Iteration 55Q (16764.160000 sec): 3 clusters
  Score: Raw -2382212.107208 + Penalty 3219.136815 = -2378992.970393
  nChanged 12
		SP:Iteration 56Q (16764.210000 sec): 3 clusters
  Score: Raw -2382214.128356 + Penalty 3219.136815 = -2378994.991541
  nChanged 8
		SP:Iteration 57Q (16764.250000 sec): 3 clusters
  Score: Raw -2382215.513666 + Penalty 3219.136815 = -2378996.376851
  nChanged 9
		SP:Iteration 58Q (16764.290000 sec): 3 clusters
  Score: Raw -2382216.588834 + Penalty 3219.136815 = -2378997.452019
  nChanged 8
		SP:Iteration 59Q (16764.330000 sec): 3 clusters
  Score: Raw -2382217.998955 + Penalty 3219.136815 = -2378998.862141
  nChanged 8
		SP:Iteration 60F (16764.380000 sec): 3 clusters
  Score: Raw -2382219.407873 + Penalty 3219.136815 = -2379000.271059
  nChanged 11
		SP:Iteration 61Q (16764.420000 sec): 3 clusters
  Score: Raw -2382221.019328 + Penalty 3219.136815 = -2379001.882514
  nChanged 11
		SP:Iteration 62Q (16764.460000 sec): 3 clusters
  Score: Raw -2382223.290026 + Penalty 3219.136815 = -2379004.153211
  nChanged 12
		SP:Iteration 63Q (16764.500000 sec): 3 clusters
  Score: Raw -2382225.231927 + Penalty 3219.136815 = -2379006.095113
  nChanged 5
		SP:Iteration 64Q (16764.540000 sec): 3 clusters
  Score: Raw -2382225.799296 + Penalty 3219.136815 = -2379006.662482
  nChanged 1
		SP:Iteration 65Q (16764.580000 sec): 3 clusters
  Score: Raw -2382225.834257 + Penalty 3219.136815 = -2379006.697442
  nChanged 0
		SP:Iteration 66F (16764.630000 sec): 3 clusters
  Score: Raw -2382225.834257 + Penalty 3219.136815 = -2379006.697442
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16764.840000 sec): 2 clusters
  Score: Raw -8032598.782519 + Penalty 1809.614876 = -8030789.167643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16765.030000 sec): 3 clusters
  Score: Raw -7988671.650900 + Penalty 3619.229752 = -7985052.421148
  nChanged 32532
		SP:Iteration 1F (16765.210000 sec): 3 clusters
  Score: Raw -8007429.009321 + Penalty 3619.229752 = -8003809.779569
  nChanged 2570
		SP:Iteration 2Q (16765.400000 sec): 3 clusters
  Score: Raw -8008131.245707 + Penalty 3619.229752 = -8004512.015955
  nChanged 2634
		SP:Iteration 3Q (16765.590000 sec): 3 clusters
  Score: Raw -8009006.627788 + Penalty 3619.229752 = -8005387.398036
  nChanged 2921
		SP:Iteration 4Q (16765.780000 sec): 3 clusters
  Score: Raw -8010244.715090 + Penalty 3619.229752 = -8006625.485338
  nChanged 3445
		SP:Iteration 5F (16765.970000 sec): 3 clusters
  Score: Raw -8012089.554189 + Penalty 3619.229752 = -8008470.324437
  nChanged 4062
		SP:Iteration 6F (16766.150000 sec): 3 clusters
  Score: Raw -8014611.753092 + Penalty 3619.229752 = -8010992.523340
  nChanged 4325
		SP:Iteration 7F (16766.330000 sec): 3 clusters
  Score: Raw -8017275.262832 + Penalty 3619.229752 = -8013656.033080
  nChanged 4110
		SP:Iteration 8F (16766.520000 sec): 3 clusters
  Score: Raw -8019766.901090 + Penalty 3619.229752 = -8016147.671338
  nChanged 3729
		SP:Iteration 9F (16766.700000 sec): 3 clusters
  Score: Raw -8021829.448651 + Penalty 3619.229752 = -8018210.218899
  nChanged 3214
		SP:Iteration 10Q (16766.890000 sec): 3 clusters
  Score: Raw -8023422.946190 + Penalty 3619.229752 = -8019803.716438
  nChanged 2599
		SP:Iteration 11Q (16767.070000 sec): 3 clusters
  Score: Raw -8024632.585864 + Penalty 3619.229752 = -8021013.356112
  nChanged 2248
		SP:Iteration 12Q (16767.260000 sec): 3 clusters
  Score: Raw -8025601.273990 + Penalty 3619.229752 = -8021982.044238
  nChanged 1840
		SP:Iteration 13Q (16767.440000 sec): 3 clusters
  Score: Raw -8026267.218354 + Penalty 3619.229752 = -8022647.988602
  nChanged 1462
		SP:Iteration 14Q (16767.630000 sec): 3 clusters
  Score: Raw -8026722.405819 + Penalty 3619.229752 = -8023103.176068
  nChanged 1202
		SP:Iteration 15Q (16767.810000 sec): 3 clusters
  Score: Raw -8027038.660238 + Penalty 3619.229752 = -8023419.430486
  nChanged 1002
		SP:Iteration 16Q (16767.990000 sec): 3 clusters
  Score: Raw -8027271.064497 + Penalty 3619.229752 = -8023651.834745
  nChanged 871
		SP:Iteration 17Q (16768.170000 sec): 3 clusters
  Score: Raw -8027453.216115 + Penalty 3619.229752 = -8023833.986363
  nChanged 741
		SP:Iteration 18Q (16768.350000 sec): 3 clusters
  Score: Raw -8027595.666669 + Penalty 3619.229752 = -8023976.436917
  nChanged 697
		SP:Iteration 19Q (16768.520000 sec): 3 clusters
  Score: Raw -8027727.193561 + Penalty 3619.229752 = -8024107.963809
  nChanged 625
		SP:Iteration 20F (16768.710000 sec): 3 clusters
  Score: Raw -8027840.413160 + Penalty 3619.229752 = -8024221.183408
  nChanged 600
		SP:Iteration 21Q (16768.890000 sec): 3 clusters
  Score: Raw -8027951.267100 + Penalty 3619.229752 = -8024332.037348
  nChanged 585
		SP:Iteration 22Q (16769.070000 sec): 3 clusters
  Score: Raw -8028057.104828 + Penalty 3619.229752 = -8024437.875076
  nChanged 574
		SP:Iteration 23Q (16769.240000 sec): 3 clusters
  Score: Raw -8028164.514941 + Penalty 3619.229752 = -8024545.285189
  nChanged 517
		SP:Iteration 24Q (16769.420000 sec): 3 clusters
  Score: Raw -8028247.791930 + Penalty 3619.229752 = -8024628.562178
  nChanged 492
		SP:Iteration 25Q (16769.590000 sec): 3 clusters
  Score: Raw -8028322.791467 + Penalty 3619.229752 = -8024703.561715
  nChanged 449
		SP:Iteration 26Q (16769.770000 sec): 3 clusters
  Score: Raw -8028386.036956 + Penalty 3619.229752 = -8024766.807204
  nChanged 412
		SP:Iteration 27Q (16769.940000 sec): 3 clusters
  Score: Raw -8028443.352016 + Penalty 3619.229752 = -8024824.122264
  nChanged 411
		SP:Iteration 28Q (16770.110000 sec): 3 clusters
  Score: Raw -8028505.614815 + Penalty 3619.229752 = -8024886.385063
  nChanged 410
		SP:Iteration 29Q (16770.290000 sec): 3 clusters
  Score: Raw -8028563.744514 + Penalty 3619.229752 = -8024944.514762
  nChanged 388
		SP:Iteration 30Q (16770.460000 sec): 3 clusters
  Score: Raw -8028615.358112 + Penalty 3619.229752 = -8024996.128360
  nChanged 355
		SP:Iteration 31Q (16770.630000 sec): 3 clusters
  Score: Raw -8028663.844852 + Penalty 3619.229752 = -8025044.615100
  nChanged 341
		SP:Iteration 32Q (16770.810000 sec): 3 clusters
  Score: Raw -8028713.949166 + Penalty 3619.229752 = -8025094.719414
  nChanged 381
		SP:Iteration 33Q (16770.980000 sec): 3 clusters
  Score: Raw -8028774.284313 + Penalty 3619.229752 = -8025155.054561
  nChanged 386
		SP:Iteration 34Q (16771.150000 sec): 3 clusters
  Score: Raw -8028830.683983 + Penalty 3619.229752 = -8025211.454231
  nChanged 354
		SP:Iteration 35Q (16771.330000 sec): 3 clusters
  Score: Raw -8028882.144368 + Penalty 3619.229752 = -8025262.914616
  nChanged 356
		SP:Iteration 36Q (16771.500000 sec): 3 clusters
  Score: Raw -8028939.986499 + Penalty 3619.229752 = -8025320.756747
  nChanged 382
		SP:Iteration 37Q (16771.670000 sec): 3 clusters
  Score: Raw -8029007.552599 + Penalty 3619.229752 = -8025388.322847
  nChanged 401
		SP:Iteration 38Q (16771.850000 sec): 3 clusters
  Score: Raw -8029075.182752 + Penalty 3619.229752 = -8025455.953000
  nChanged 407
		SP:Iteration 39Q (16772.020000 sec): 3 clusters
  Score: Raw -8029140.668766 + Penalty 3619.229752 = -8025521.439014
  nChanged 409
		SP:Iteration 40F (16772.200000 sec): 3 clusters
  Score: Raw -8029208.335440 + Penalty 3619.229752 = -8025589.105688
  nChanged 390
		SP:Iteration 41Q (16772.370000 sec): 3 clusters
  Score: Raw -8029283.838046 + Penalty 3619.229752 = -8025664.608294
  nChanged 434
		SP:Iteration 42Q (16772.550000 sec): 3 clusters
  Score: Raw -8029362.078622 + Penalty 3619.229752 = -8025742.848870
  nChanged 426
		SP:Iteration 43Q (16772.720000 sec): 3 clusters
  Score: Raw -8029436.361206 + Penalty 3619.229752 = -8025817.131454
  nChanged 407
		SP:Iteration 44Q (16772.890000 sec): 3 clusters
  Score: Raw -8029498.990491 + Penalty 3619.229752 = -8025879.760739
  nChanged 362
		SP:Iteration 45Q (16773.070000 sec): 3 clusters
  Score: Raw -8029550.429953 + Penalty 3619.229752 = -8025931.200201
  nChanged 314
		SP:Iteration 46Q (16773.240000 sec): 3 clusters
  Score: Raw -8029588.322990 + Penalty 3619.229752 = -8025969.093238
  nChanged 279
		SP:Iteration 47Q (16773.410000 sec): 3 clusters
  Score: Raw -8029620.560239 + Penalty 3619.229752 = -8026001.330487
  nChanged 281
		SP:Iteration 48Q (16773.590000 sec): 3 clusters
  Score: Raw -8029649.090076 + Penalty 3619.229752 = -8026029.860324
  nChanged 255
		SP:Iteration 49Q (16773.760000 sec): 3 clusters
  Score: Raw -8029674.638761 + Penalty 3619.229752 = -8026055.409010
  nChanged 230
		SP:Iteration 50Q (16773.930000 sec): 3 clusters
  Score: Raw -8029695.062235 + Penalty 3619.229752 = -8026075.832483
  nChanged 220
		SP:Iteration 51Q (16774.110000 sec): 3 clusters
  Score: Raw -8029718.573702 + Penalty 3619.229752 = -8026099.343950
  nChanged 216
		SP:Iteration 52Q (16774.280000 sec): 3 clusters
  Score: Raw -8029738.187295 + Penalty 3619.229752 = -8026118.957543
  nChanged 197
		SP:Iteration 53Q (16774.450000 sec): 3 clusters
  Score: Raw -8029754.290623 + Penalty 3619.229752 = -8026135.060871
  nChanged 175
		SP:Iteration 54Q (16774.620000 sec): 3 clusters
  Score: Raw -8029766.804283 + Penalty 3619.229752 = -8026147.574531
  nChanged 157
		SP:Iteration 55Q (16774.790000 sec): 3 clusters
  Score: Raw -8029777.424740 + Penalty 3619.229752 = -8026158.194988
  nChanged 136
		SP:Iteration 56Q (16774.970000 sec): 3 clusters
  Score: Raw -8029785.763534 + Penalty 3619.229752 = -8026166.533782
  nChanged 128
		SP:Iteration 57Q (16775.140000 sec): 3 clusters
  Score: Raw -8029792.772899 + Penalty 3619.229752 = -8026173.543147
  nChanged 112
		SP:Iteration 58Q (16775.310000 sec): 3 clusters
  Score: Raw -8029798.070010 + Penalty 3619.229752 = -8026178.840258
  nChanged 93
		SP:Iteration 59Q (16775.490000 sec): 3 clusters
  Score: Raw -8029801.867181 + Penalty 3619.229752 = -8026182.637429
  nChanged 80
		SP:Iteration 60F (16775.670000 sec): 3 clusters
  Score: Raw -8029805.367608 + Penalty 3619.229752 = -8026186.137856
  nChanged 83
		SP:Iteration 61Q (16775.850000 sec): 3 clusters
  Score: Raw -8029808.872547 + Penalty 3619.229752 = -8026189.642795
  nChanged 83
		SP:Iteration 62Q (16776.020000 sec): 3 clusters
  Score: Raw -8029812.544012 + Penalty 3619.229752 = -8026193.314260
  nChanged 80
		SP:Iteration 63Q (16776.190000 sec): 3 clusters
  Score: Raw -8029815.777062 + Penalty 3619.229752 = -8026196.547310
  nChanged 80
		SP:Iteration 64Q (16776.370000 sec): 3 clusters
  Score: Raw -8029818.796195 + Penalty 3619.229752 = -8026199.566443
  nChanged 66
		SP:Iteration 65Q (16776.550000 sec): 3 clusters
  Score: Raw -8029820.889316 + Penalty 3619.229752 = -8026201.659564
  nChanged 48
		SP:Iteration 66Q (16776.730000 sec): 3 clusters
  Score: Raw -8029822.234734 + Penalty 3619.229752 = -8026203.004982
  nChanged 41
		SP:Iteration 67Q (16776.900000 sec): 3 clusters
  Score: Raw -8029823.216745 + Penalty 3619.229752 = -8026203.986993
  nChanged 34
		SP:Iteration 68Q (16777.070000 sec): 3 clusters
  Score: Raw -8029823.957043 + Penalty 3619.229752 = -8026204.727291
  nChanged 21
		SP:Iteration 69Q (16777.250000 sec): 3 clusters
  Score: Raw -8029824.379231 + Penalty 3619.229752 = -8026205.149479
  nChanged 22
		SP:Iteration 70Q (16777.420000 sec): 3 clusters
  Score: Raw -8029824.964703 + Penalty 3619.229752 = -8026205.734951
  nChanged 27
		SP:Iteration 71Q (16777.590000 sec): 3 clusters
  Score: Raw -8029825.517210 + Penalty 3619.229752 = -8026206.287458
  nChanged 18
		SP:Iteration 72Q (16777.770000 sec): 3 clusters
  Score: Raw -8029825.848557 + Penalty 3619.229752 = -8026206.618805
  nChanged 14
		SP:Iteration 73Q (16777.940000 sec): 3 clusters
  Score: Raw -8029826.135967 + Penalty 3619.229752 = -8026206.906215
  nChanged 9
		SP:Iteration 74Q (16778.110000 sec): 3 clusters
  Score: Raw -8029826.327095 + Penalty 3619.229752 = -8026207.097343
  nChanged 12
		SP:Iteration 75Q (16778.290000 sec): 3 clusters
  Score: Raw -8029826.478543 + Penalty 3619.229752 = -8026207.248791
  nChanged 11
		SP:Iteration 76Q (16778.470000 sec): 3 clusters
  Score: Raw -8029826.636994 + Penalty 3619.229752 = -8026207.407242
  nChanged 12
		SP:Iteration 77Q (16778.640000 sec): 3 clusters
  Score: Raw -8029826.857235 + Penalty 3619.229752 = -8026207.627483
  nChanged 10
		SP:Iteration 78Q (16778.810000 sec): 3 clusters
  Score: Raw -8029827.065102 + Penalty 3619.229752 = -8026207.835350
  nChanged 13
		SP:Iteration 79Q (16778.990000 sec): 3 clusters
  Score: Raw -8029827.349451 + Penalty 3619.229752 = -8026208.119699
  nChanged 14
		SP:Iteration 80F (16779.170000 sec): 3 clusters
  Score: Raw -8029827.601810 + Penalty 3619.229752 = -8026208.372058
  nChanged 9
		SP:Iteration 81Q (16779.350000 sec): 3 clusters
  Score: Raw -8029827.784878 + Penalty 3619.229752 = -8026208.555126
  nChanged 9
		SP:Iteration 82Q (16779.520000 sec): 3 clusters
  Score: Raw -8029827.922529 + Penalty 3619.229752 = -8026208.692777
  nChanged 8
		SP:Iteration 83Q (16779.690000 sec): 3 clusters
  Score: Raw -8029828.066142 + Penalty 3619.229752 = -8026208.836390
  nChanged 5
		SP:Iteration 84Q (16779.870000 sec): 3 clusters
  Score: Raw -8029828.151534 + Penalty 3619.229752 = -8026208.921782
  nChanged 4
		SP:Iteration 85Q (16780.040000 sec): 3 clusters
  Score: Raw -8029828.253825 + Penalty 3619.229752 = -8026209.024073
  nChanged 5
		SP:Iteration 86Q (16780.220000 sec): 3 clusters
  Score: Raw -8029828.336274 + Penalty 3619.229752 = -8026209.106522
  nChanged 4
		SP:Iteration 87Q (16780.390000 sec): 3 clusters
  Score: Raw -8029828.385688 + Penalty 3619.229752 = -8026209.155936
  nChanged 4
		SP:Iteration 88Q (16780.570000 sec): 3 clusters
  Score: Raw -8029828.427915 + Penalty 3619.229752 = -8026209.198163
  nChanged 0
		SP:Iteration 89F (16780.750000 sec): 3 clusters
  Score: Raw -8029828.427915 + Penalty 3619.229752 = -8026209.198163
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16780.800000 sec): 2 clusters
  Score: Raw -742035.698548 + Penalty 1425.448446 = -740610.250102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16780.810000 sec): 3 clusters
  Score: Raw -738599.926304 + Penalty 2850.896892 = -735749.029412
  nChanged 2675
		SP:Iteration 1F (16780.830000 sec): 3 clusters
  Score: Raw -740052.249576 + Penalty 2850.896892 = -737201.352684
  nChanged 448
		SP:Iteration 2F (16780.850000 sec): 3 clusters
  Score: Raw -740258.568447 + Penalty 2850.896892 = -737407.671555
  nChanged 321
		SP:Iteration 3Q (16780.860000 sec): 3 clusters
  Score: Raw -740398.689162 + Penalty 2850.896892 = -737547.792270
  nChanged 255
		SP:Iteration 4Q (16780.880000 sec): 3 clusters
  Score: Raw -740511.290676 + Penalty 2850.896892 = -737660.393784
  nChanged 234
		SP:Iteration 5Q (16780.890000 sec): 3 clusters
  Score: Raw -740628.692712 + Penalty 2850.896892 = -737777.795820
  nChanged 256
		SP:Iteration 6Q (16780.910000 sec): 3 clusters
  Score: Raw -740757.412189 + Penalty 2850.896892 = -737906.515297
  nChanged 208
		SP:Iteration 7Q (16780.930000 sec): 3 clusters
  Score: Raw -740852.661089 + Penalty 2850.896892 = -738001.764197
  nChanged 201
		SP:Iteration 8Q (16780.940000 sec): 3 clusters
  Score: Raw -740949.417553 + Penalty 2850.896892 = -738098.520662
  nChanged 191
		SP:Iteration 9Q (16780.960000 sec): 3 clusters
  Score: Raw -741047.449746 + Penalty 2850.896892 = -738196.552854
  nChanged 188
		SP:Iteration 10Q (16780.970000 sec): 3 clusters
  Score: Raw -741163.347543 + Penalty 2850.896892 = -738312.450651
  nChanged 200
		SP:Iteration 11Q (16780.990000 sec): 3 clusters
  Score: Raw -741287.776416 + Penalty 2850.896892 = -738436.879524
  nChanged 205
		SP:Iteration 12Q (16781.010000 sec): 3 clusters
  Score: Raw -741414.241344 + Penalty 2850.896892 = -738563.344452
  nChanged 187
		SP:Iteration 13Q (16781.020000 sec): 3 clusters
  Score: Raw -741536.950407 + Penalty 2850.896892 = -738686.053515
  nChanged 167
		SP:Iteration 14Q (16781.040000 sec): 3 clusters
  Score: Raw -741650.375194 + Penalty 2850.896892 = -738799.478303
  nChanged 133
		SP:Iteration 15Q (16781.050000 sec): 3 clusters
  Score: Raw -741750.835027 + Penalty 2850.896892 = -738899.938135
  nChanged 143
		SP:Iteration 16Q (16781.070000 sec): 3 clusters
  Score: Raw -741871.965498 + Penalty 2850.896892 = -739021.068606
  nChanged 106
		SP:Iteration 17Q (16781.080000 sec): 3 clusters
  Score: Raw -741960.881835 + Penalty 2850.896892 = -739109.984943
  nChanged 73
		SP:Iteration 18Q (16781.090000 sec): 3 clusters
  Score: Raw -742027.532324 + Penalty 2850.896892 = -739176.635432
  nChanged 51
		SP:Iteration 19Q (16781.110000 sec): 3 clusters
  Score: Raw -742077.553057 + Penalty 2850.896892 = -739226.656166
  nChanged 35
		SP:Iteration 20F (16781.130000 sec): 3 clusters
  Score: Raw -742114.999435 + Penalty 2850.896892 = -739264.102544
  nChanged 29
		SP:Iteration 21Q (16781.140000 sec): 3 clusters
  Score: Raw -742142.367746 + Penalty 2850.896892 = -739291.470854
  nChanged 17
		SP:Iteration 22Q (16781.150000 sec): 3 clusters
  Score: Raw -742161.328384 + Penalty 2850.896892 = -739310.431492
  nChanged 17
		SP:Iteration 23Q (16781.160000 sec): 3 clusters
  Score: Raw -742181.948804 + Penalty 2850.896892 = -739331.051912
  nChanged 10
		SP:Iteration 24Q (16781.170000 sec): 3 clusters
  Score: Raw -742191.200792 + Penalty 2850.896892 = -739340.303900
  nChanged 7
		SP:Iteration 25Q (16781.190000 sec): 3 clusters
  Score: Raw -742197.485640 + Penalty 2850.896892 = -739346.588748
  nChanged 3
		SP:Iteration 26Q (16781.200000 sec): 3 clusters
  Score: Raw -742200.802406 + Penalty 2850.896892 = -739349.905514
  nChanged 1
		SP:Iteration 27Q (16781.210000 sec): 3 clusters
  Score: Raw -742201.371520 + Penalty 2850.896892 = -739350.474628
  nChanged 2
		SP:Iteration 28Q (16781.220000 sec): 3 clusters
  Score: Raw -742202.647638 + Penalty 2850.896892 = -739351.750746
  nChanged 1
		SP:Iteration 29Q (16781.230000 sec): 3 clusters
  Score: Raw -742204.856765 + Penalty 2850.896892 = -739353.959873
  nChanged 2
		SP:Iteration 30Q (16781.250000 sec): 3 clusters
  Score: Raw -742207.209225 + Penalty 2850.896892 = -739356.312333
  nChanged 1
		SP:Iteration 31Q (16781.260000 sec): 3 clusters
  Score: Raw -742207.970777 + Penalty 2850.896892 = -739357.073886
  nChanged 2
		SP:Iteration 32Q (16781.270000 sec): 3 clusters
  Score: Raw -742210.392787 + Penalty 2850.896892 = -739359.495895
  nChanged 2
		SP:Iteration 33Q (16781.280000 sec): 3 clusters
  Score: Raw -742211.944626 + Penalty 2850.896892 = -739361.047734
  nChanged 1
		SP:Iteration 34Q (16781.290000 sec): 3 clusters
  Score: Raw -742213.718378 + Penalty 2850.896892 = -739362.821486
  nChanged 1
		SP:Iteration 35Q (16781.310000 sec): 3 clusters
  Score: Raw -742214.359154 + Penalty 2850.896892 = -739363.462262
  nChanged 0
		SP:Iteration 36F (16781.320000 sec): 3 clusters
  Score: Raw -742214.359154 + Penalty 2850.896892 = -739363.462262
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16781.370000 sec): 2 clusters
  Score: Raw -1727609.791263 + Penalty 1554.107743 = -1726055.683520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16781.410000 sec): 3 clusters
  Score: Raw -1719294.500887 + Penalty 3108.215486 = -1716186.285401
  nChanged 6315
		SP:Iteration 1F (16781.440000 sec): 3 clusters
  Score: Raw -1722681.890021 + Penalty 3108.215486 = -1719573.674535
  nChanged 763
		SP:Iteration 2F (16781.480000 sec): 3 clusters
  Score: Raw -1722946.894307 + Penalty 3108.215486 = -1719838.678820
  nChanged 631
		SP:Iteration 3Q (16781.510000 sec): 3 clusters
  Score: Raw -1723177.897997 + Penalty 3108.215486 = -1720069.682510
  nChanged 609
		SP:Iteration 4Q (16781.550000 sec): 3 clusters
  Score: Raw -1723431.042528 + Penalty 3108.215486 = -1720322.827042
  nChanged 645
		SP:Iteration 5Q (16781.590000 sec): 3 clusters
  Score: Raw -1723744.257885 + Penalty 3108.215486 = -1720636.042398
  nChanged 759
		SP:Iteration 6F (16781.620000 sec): 3 clusters
  Score: Raw -1724183.675735 + Penalty 3108.215486 = -1721075.460249
  nChanged 859
		SP:Iteration 7F (16781.660000 sec): 3 clusters
  Score: Raw -1724798.274444 + Penalty 3108.215486 = -1721690.058958
  nChanged 959
		SP:Iteration 8F (16781.700000 sec): 3 clusters
  Score: Raw -1725604.142439 + Penalty 3108.215486 = -1722495.926953
  nChanged 918
		SP:Iteration 9F (16781.730000 sec): 3 clusters
  Score: Raw -1726448.480524 + Penalty 3108.215486 = -1723340.265038
  nChanged 668
		SP:Iteration 10Q (16781.770000 sec): 3 clusters
  Score: Raw -1727112.972507 + Penalty 3108.215486 = -1724004.757021
  nChanged 367
		SP:Iteration 11Q (16781.800000 sec): 3 clusters
  Score: Raw -1727469.796171 + Penalty 3108.215486 = -1724361.580685
  nChanged 161
		SP:Iteration 12Q (16781.830000 sec): 3 clusters
  Score: Raw -1727640.806958 + Penalty 3108.215486 = -1724532.591472
  nChanged 84
		SP:Iteration 13Q (16781.860000 sec): 3 clusters
  Score: Raw -1727744.059879 + Penalty 3108.215486 = -1724635.844393
  nChanged 37
		SP:Iteration 14Q (16781.890000 sec): 3 clusters
  Score: Raw -1727786.517398 + Penalty 3108.215486 = -1724678.301911
  nChanged 16
		SP:Iteration 15Q (16781.910000 sec): 3 clusters
  Score: Raw -1727806.591603 + Penalty 3108.215486 = -1724698.376116
  nChanged 12
		SP:Iteration 16Q (16781.940000 sec): 3 clusters
  Score: Raw -1727820.628617 + Penalty 3108.215486 = -1724712.413131
  nChanged 10
		SP:Iteration 17Q (16781.970000 sec): 3 clusters
  Score: Raw -1727830.904641 + Penalty 3108.215486 = -1724722.689154
  nChanged 6
		SP:Iteration 18Q (16781.990000 sec): 3 clusters
  Score: Raw -1727837.768028 + Penalty 3108.215486 = -1724729.552542
  nChanged 6
		SP:Iteration 19Q (16782.020000 sec): 3 clusters
  Score: Raw -1727844.535006 + Penalty 3108.215486 = -1724736.319520
  nChanged 2
		SP:Iteration 20F (16782.050000 sec): 3 clusters
  Score: Raw -1727846.297247 + Penalty 3108.215486 = -1724738.081760
  nChanged 2
		SP:Iteration 21Q (16782.080000 sec): 3 clusters
  Score: Raw -1727847.373671 + Penalty 3108.215486 = -1724739.158185
  nChanged 1
		SP:Iteration 22Q (16782.100000 sec): 3 clusters
  Score: Raw -1727847.694409 + Penalty 3108.215486 = -1724739.478923
  nChanged 0
		SP:Iteration 23F (16782.140000 sec): 3 clusters
  Score: Raw -1727847.694409 + Penalty 3108.215486 = -1724739.478923
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16782.150000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16782.160000 sec): 3 clusters
  Score: Raw -131017.310330 + Penalty 2324.232776 = -128693.077554
  nChanged 435
		SP:Iteration 1F (16782.160000 sec): 3 clusters
  Score: Raw -131512.622450 + Penalty 2324.232776 = -129188.389675
  nChanged 123
		SP:Iteration 2F (16782.170000 sec): 3 clusters
  Score: Raw -131712.297349 + Penalty 2324.232776 = -129388.064573
  nChanged 83
		SP:Iteration 3F (16782.170000 sec): 3 clusters
  Score: Raw -131803.427806 + Penalty 2324.232776 = -129479.195031
  nChanged 42
		SP:Iteration 4Q (16782.180000 sec): 3 clusters
  Score: Raw -131849.788195 + Penalty 2324.232776 = -129525.555419
  nChanged 26
		SP:Iteration 5Q (16782.180000 sec): 3 clusters
  Score: Raw -131883.231035 + Penalty 2324.232776 = -129558.998259
  nChanged 25
		SP:Iteration 6Q (16782.180000 sec): 3 clusters
  Score: Raw -131908.472679 + Penalty 2324.232776 = -129584.239903
  nChanged 18
		SP:Iteration 7Q (16782.180000 sec): 3 clusters
  Score: Raw -131918.185636 + Penalty 2324.232776 = -129593.952860
  nChanged 6
		SP:Iteration 8Q (16782.190000 sec): 3 clusters
  Score: Raw -131921.558933 + Penalty 2324.232776 = -129597.326158
  nChanged 5
		SP:Iteration 9Q (16782.190000 sec): 3 clusters
  Score: Raw -131925.558663 + Penalty 2324.232776 = -129601.325888
  nChanged 3
		SP:Iteration 10Q (16782.190000 sec): 3 clusters
  Score: Raw -131927.048476 + Penalty 2324.232776 = -129602.815701
  nChanged 0
		SP:Iteration 11F (16782.200000 sec): 3 clusters
  Score: Raw -131927.048476 + Penalty 2324.232776 = -129602.815701
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (15531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16782.250000 sec): 2 clusters
  Score: Raw -1784211.385346 + Penalty 1568.221412 = -1782643.163934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16782.290000 sec): 3 clusters
  Score: Raw -1775040.483760 + Penalty 3136.442824 = -1771904.040935
  nChanged 6904
		SP:Iteration 1F (16782.320000 sec): 3 clusters
  Score: Raw -1778636.827021 + Penalty 3136.442824 = -1775500.384196
  nChanged 728
		SP:Iteration 2Q (16782.360000 sec): 3 clusters
  Score: Raw -1778878.586121 + Penalty 3136.442824 = -1775742.143296
  nChanged 667
		SP:Iteration 3Q (16782.400000 sec): 3 clusters
  Score: Raw -1779102.462411 + Penalty 3136.442824 = -1775966.019587
  nChanged 579
		SP:Iteration 4Q (16782.440000 sec): 3 clusters
  Score: Raw -1779309.914673 + Penalty 3136.442824 = -1776173.471849
  nChanged 611
		SP:Iteration 5Q (16782.480000 sec): 3 clusters
  Score: Raw -1779551.633252 + Penalty 3136.442824 = -1776415.190428
  nChanged 637
		SP:Iteration 6Q (16782.520000 sec): 3 clusters
  Score: Raw -1779851.575257 + Penalty 3136.442824 = -1776715.132433
  nChanged 644
		SP:Iteration 7Q (16782.560000 sec): 3 clusters
  Score: Raw -1780172.086173 + Penalty 3136.442824 = -1777035.643348
  nChanged 673
		SP:Iteration 8Q (16782.600000 sec): 3 clusters
  Score: Raw -1780513.098151 + Penalty 3136.442824 = -1777376.655327
  nChanged 695
		SP:Iteration 9Q (16782.640000 sec): 3 clusters
  Score: Raw -1780880.496896 + Penalty 3136.442824 = -1777744.054071
  nChanged 677
		SP:Iteration 10Q (16782.680000 sec): 3 clusters
  Score: Raw -1781229.350917 + Penalty 3136.442824 = -1778092.908092
  nChanged 633
		SP:Iteration 11Q (16782.720000 sec): 3 clusters
  Score: Raw -1781567.823256 + Penalty 3136.442824 = -1778431.380432
  nChanged 644
		SP:Iteration 12Q (16782.760000 sec): 3 clusters
  Score: Raw -1781869.600350 + Penalty 3136.442824 = -1778733.157526
  nChanged 569
		SP:Iteration 13Q (16782.800000 sec): 3 clusters
  Score: Raw -1782144.354054 + Penalty 3136.442824 = -1779007.911230
  nChanged 524
		SP:Iteration 14Q (16782.840000 sec): 3 clusters
  Score: Raw -1782421.866162 + Penalty 3136.442824 = -1779285.423337
  nChanged 521
		SP:Iteration 15Q (16782.880000 sec): 3 clusters
  Score: Raw -1782703.402873 + Penalty 3136.442824 = -1779566.960048
  nChanged 481
		SP:Iteration 16Q (16782.920000 sec): 3 clusters
  Score: Raw -1782966.189900 + Penalty 3136.442824 = -1779829.747076
  nChanged 462
		SP:Iteration 17Q (16782.970000 sec): 3 clusters
  Score: Raw -1783215.209242 + Penalty 3136.442824 = -1780078.766418
  nChanged 411
		SP:Iteration 18Q (16783.020000 sec): 3 clusters
  Score: Raw -1783414.313070 + Penalty 3136.442824 = -1780277.870246
  nChanged 344
		SP:Iteration 19Q (16783.060000 sec): 3 clusters
  Score: Raw -1783561.299225 + Penalty 3136.442824 = -1780424.856400
  nChanged 291
		SP:Iteration 20F (16783.110000 sec): 3 clusters
  Score: Raw -1783690.808993 + Penalty 3136.442824 = -1780554.366169
  nChanged 302
		SP:Iteration 21Q (16783.160000 sec): 3 clusters
  Score: Raw -1783834.315869 + Penalty 3136.442824 = -1780697.873045
  nChanged 268
		SP:Iteration 22Q (16783.200000 sec): 3 clusters
  Score: Raw -1783958.821594 + Penalty 3136.442824 = -1780822.378769
  nChanged 232
		SP:Iteration 23Q (16783.250000 sec): 3 clusters
  Score: Raw -1784076.809109 + Penalty 3136.442824 = -1780940.366285
  nChanged 216
		SP:Iteration 24Q (16783.290000 sec): 3 clusters
  Score: Raw -1784194.818928 + Penalty 3136.442824 = -1781058.376104
  nChanged 179
		SP:Iteration 25Q (16783.330000 sec): 3 clusters
  Score: Raw -1784298.621638 + Penalty 3136.442824 = -1781162.178813
  nChanged 136
		SP:Iteration 26Q (16783.380000 sec): 3 clusters
  Score: Raw -1784365.967847 + Penalty 3136.442824 = -1781229.525022
  nChanged 126
		SP:Iteration 27Q (16783.430000 sec): 3 clusters
  Score: Raw -1784437.903327 + Penalty 3136.442824 = -1781301.460503
  nChanged 109
		SP:Iteration 28Q (16783.460000 sec): 3 clusters
  Score: Raw -1784499.364343 + Penalty 3136.442824 = -1781362.921519
  nChanged 98
		SP:Iteration 29Q (16783.490000 sec): 3 clusters
  Score: Raw -1784546.493489 + Penalty 3136.442824 = -1781410.050665
  nChanged 70
		SP:Iteration 30Q (16783.510000 sec): 3 clusters
  Score: Raw -1784575.833506 + Penalty 3136.442824 = -1781439.390682
  nChanged 60
		SP:Iteration 31Q (16783.550000 sec): 3 clusters
  Score: Raw -1784595.845477 + Penalty 3136.442824 = -1781459.402652
  nChanged 50
		SP:Iteration 32Q (16783.570000 sec): 3 clusters
  Score: Raw -1784613.853437 + Penalty 3136.442824 = -1781477.410612
  nChanged 39
		SP:Iteration 33Q (16783.600000 sec): 3 clusters
  Score: Raw -1784625.891765 + Penalty 3136.442824 = -1781489.448941
  nChanged 31
		SP:Iteration 34Q (16783.630000 sec): 3 clusters
  Score: Raw -1784633.308777 + Penalty 3136.442824 = -1781496.865952
  nChanged 18
		SP:Iteration 35Q (16783.660000 sec): 3 clusters
  Score: Raw -1784637.859504 + Penalty 3136.442824 = -1781501.416680
  nChanged 16
		SP:Iteration 36Q (16783.690000 sec): 3 clusters
  Score: Raw -1784641.256116 + Penalty 3136.442824 = -1781504.813292
  nChanged 15
		SP:Iteration 37Q (16783.710000 sec): 3 clusters
  Score: Raw -1784644.371260 + Penalty 3136.442824 = -1781507.928436
  nChanged 12
		SP:Iteration 38Q (16783.740000 sec): 3 clusters
  Score: Raw -1784647.316707 + Penalty 3136.442824 = -1781510.873882
  nChanged 12
		SP:Iteration 39Q (16783.770000 sec): 3 clusters
  Score: Raw -1784649.773866 + Penalty 3136.442824 = -1781513.331042
  nChanged 4
		SP:Iteration 40F (16783.810000 sec): 3 clusters
  Score: Raw -1784650.946465 + Penalty 3136.442824 = -1781514.503641
  nChanged 8
		SP:Iteration 41Q (16783.840000 sec): 3 clusters
  Score: Raw -1784652.057369 + Penalty 3136.442824 = -1781515.614544
  nChanged 3
		SP:Iteration 42Q (16783.870000 sec): 3 clusters
  Score: Raw -1784652.685950 + Penalty 3136.442824 = -1781516.243126
  nChanged 3
		SP:Iteration 43Q (16783.890000 sec): 3 clusters
  Score: Raw -1784653.416554 + Penalty 3136.442824 = -1781516.973730
  nChanged 3
		SP:Iteration 44Q (16783.920000 sec): 3 clusters
  Score: Raw -1784653.922345 + Penalty 3136.442824 = -1781517.479520
  nChanged 2
		SP:Iteration 45Q (16783.960000 sec): 3 clusters
  Score: Raw -1784654.184341 + Penalty 3136.442824 = -1781517.741517
  nChanged 1
		SP:Iteration 46Q (16783.990000 sec): 3 clusters
  Score: Raw -1784654.564857 + Penalty 3136.442824 = -1781518.122033
  nChanged 3
		SP:Iteration 47Q (16784.020000 sec): 3 clusters
  Score: Raw -1784655.032456 + Penalty 3136.442824 = -1781518.589631
  nChanged 3
		SP:Iteration 48Q (16784.040000 sec): 3 clusters
  Score: Raw -1784655.409012 + Penalty 3136.442824 = -1781518.966188
  nChanged 1
		SP:Iteration 49Q (16784.070000 sec): 3 clusters
  Score: Raw -1784655.690030 + Penalty 3136.442824 = -1781519.247206
  nChanged 0
		SP:Iteration 50F (16784.110000 sec): 3 clusters
  Score: Raw -1784655.690030 + Penalty 3136.442824 = -1781519.247206
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16784.200000 sec): 2 clusters
  Score: Raw -4003686.876487 + Penalty 1699.505068 = -4001987.371419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16784.300000 sec): 3 clusters
  Score: Raw -3982021.211105 + Penalty 3399.010137 = -3978622.200968
  nChanged 16061
		SP:Iteration 1F (16784.390000 sec): 3 clusters
  Score: Raw -3991057.928146 + Penalty 3399.010137 = -3987658.918009
  nChanged 1721
		SP:Iteration 2Q (16784.480000 sec): 3 clusters
  Score: Raw -3991773.878097 + Penalty 3399.010137 = -3988374.867961
  nChanged 1852
		SP:Iteration 3F (16784.580000 sec): 3 clusters
  Score: Raw -3992701.713166 + Penalty 3399.010137 = -3989302.703029
  nChanged 1953
		SP:Iteration 4F (16784.670000 sec): 3 clusters
  Score: Raw -3993688.981480 + Penalty 3399.010137 = -3990289.971343
  nChanged 1990
		SP:Iteration 5F (16784.760000 sec): 3 clusters
  Score: Raw -3994724.869959 + Penalty 3399.010137 = -3991325.859823
  nChanged 1948
		SP:Iteration 6F (16784.850000 sec): 3 clusters
  Score: Raw -3995697.806224 + Penalty 3399.010137 = -3992298.796087
  nChanged 1709
		SP:Iteration 7Q (16784.940000 sec): 3 clusters
  Score: Raw -3996533.813828 + Penalty 3399.010137 = -3993134.803692
  nChanged 1548
		SP:Iteration 8Q (16785.030000 sec): 3 clusters
  Score: Raw -3997263.423549 + Penalty 3399.010137 = -3993864.413412
  nChanged 1334
		SP:Iteration 9Q (16785.120000 sec): 3 clusters
  Score: Raw -3997851.107498 + Penalty 3399.010137 = -3994452.097362
  nChanged 1115
		SP:Iteration 10Q (16785.210000 sec): 3 clusters
  Score: Raw -3998319.044820 + Penalty 3399.010137 = -3994920.034683
  nChanged 930
		SP:Iteration 11Q (16785.300000 sec): 3 clusters
  Score: Raw -3998705.431694 + Penalty 3399.010137 = -3995306.421557
  nChanged 854
		SP:Iteration 12Q (16785.380000 sec): 3 clusters
  Score: Raw -3999065.381625 + Penalty 3399.010137 = -3995666.371489
  nChanged 823
		SP:Iteration 13Q (16785.470000 sec): 3 clusters
  Score: Raw -3999418.149009 + Penalty 3399.010137 = -3996019.138872
  nChanged 771
		SP:Iteration 14Q (16785.560000 sec): 3 clusters
  Score: Raw -3999764.664851 + Penalty 3399.010137 = -3996365.654714
  nChanged 802
		SP:Iteration 15Q (16785.640000 sec): 3 clusters
  Score: Raw -4000161.118641 + Penalty 3399.010137 = -3996762.108504
  nChanged 832
		SP:Iteration 16Q (16785.730000 sec): 3 clusters
  Score: Raw -4000610.822541 + Penalty 3399.010137 = -3997211.812405
  nChanged 903
		SP:Iteration 17Q (16785.820000 sec): 3 clusters
  Score: Raw -4001181.217591 + Penalty 3399.010137 = -3997782.207455
  nChanged 868
		SP:Iteration 18Q (16785.900000 sec): 3 clusters
  Score: Raw -4001846.100835 + Penalty 3399.010137 = -3998447.090698
  nChanged 783
		SP:Iteration 19Q (16785.990000 sec): 3 clusters
  Score: Raw -4002561.794722 + Penalty 3399.010137 = -3999162.784585
  nChanged 582
		SP:Iteration 20F (16786.080000 sec): 3 clusters
  Score: Raw -4003116.077220 + Penalty 3399.010137 = -3999717.067084
  nChanged 455
		SP:Iteration 21Q (16786.160000 sec): 3 clusters
  Score: Raw -4003548.332928 + Penalty 3399.010137 = -4000149.322791
  nChanged 317
		SP:Iteration 22Q (16786.230000 sec): 3 clusters
  Score: Raw -4003805.851838 + Penalty 3399.010137 = -4000406.841702
  nChanged 233
		SP:Iteration 23Q (16786.300000 sec): 3 clusters
  Score: Raw -4003942.068067 + Penalty 3399.010137 = -4000543.057931
  nChanged 171
		SP:Iteration 24Q (16786.370000 sec): 3 clusters
  Score: Raw -4004024.064901 + Penalty 3399.010137 = -4000625.054764
  nChanged 124
		SP:Iteration 25Q (16786.440000 sec): 3 clusters
  Score: Raw -4004080.016564 + Penalty 3399.010137 = -4000681.006427
  nChanged 98
		SP:Iteration 26Q (16786.500000 sec): 3 clusters
  Score: Raw -4004115.428082 + Penalty 3399.010137 = -4000716.417945
  nChanged 79
		SP:Iteration 27Q (16786.570000 sec): 3 clusters
  Score: Raw -4004142.591139 + Penalty 3399.010137 = -4000743.581002
  nChanged 59
		SP:Iteration 28Q (16786.640000 sec): 3 clusters
  Score: Raw -4004160.963254 + Penalty 3399.010137 = -4000761.953118
  nChanged 51
		SP:Iteration 29Q (16786.710000 sec): 3 clusters
  Score: Raw -4004177.597012 + Penalty 3399.010137 = -4000778.586875
  nChanged 42
		SP:Iteration 30Q (16786.770000 sec): 3 clusters
  Score: Raw -4004191.567904 + Penalty 3399.010137 = -4000792.557768
  nChanged 39
		SP:Iteration 31Q (16786.840000 sec): 3 clusters
  Score: Raw -4004201.624579 + Penalty 3399.010137 = -4000802.614443
  nChanged 19
		SP:Iteration 32Q (16786.900000 sec): 3 clusters
  Score: Raw -4004205.379299 + Penalty 3399.010137 = -4000806.369162
  nChanged 11
		SP:Iteration 33Q (16786.960000 sec): 3 clusters
  Score: Raw -4004207.195391 + Penalty 3399.010137 = -4000808.185254
  nChanged 13
		SP:Iteration 34Q (16787.030000 sec): 3 clusters
  Score: Raw -4004209.274976 + Penalty 3399.010137 = -4000810.264839
  nChanged 19
		SP:Iteration 35Q (16787.090000 sec): 3 clusters
  Score: Raw -4004212.514720 + Penalty 3399.010137 = -4000813.504584
  nChanged 9
		SP:Iteration 36Q (16787.160000 sec): 3 clusters
  Score: Raw -4004213.605167 + Penalty 3399.010137 = -4000814.595030
  nChanged 10
		SP:Iteration 37Q (16787.220000 sec): 3 clusters
  Score: Raw -4004214.954358 + Penalty 3399.010137 = -4000815.944221
  nChanged 10
		SP:Iteration 38Q (16787.280000 sec): 3 clusters
  Score: Raw -4004216.453307 + Penalty 3399.010137 = -4000817.443170
  nChanged 14
		SP:Iteration 39Q (16787.350000 sec): 3 clusters
  Score: Raw -4004219.708998 + Penalty 3399.010137 = -4000820.698861
  nChanged 16
		SP:Iteration 40F (16787.430000 sec): 3 clusters
  Score: Raw -4004222.659746 + Penalty 3399.010137 = -4000823.649610
  nChanged 8
		SP:Iteration 41Q (16787.500000 sec): 3 clusters
  Score: Raw -4004223.729523 + Penalty 3399.010137 = -4000824.719387
  nChanged 2
		SP:Iteration 42Q (16787.560000 sec): 3 clusters
  Score: Raw -4004223.926612 + Penalty 3399.010137 = -4000824.916475
  nChanged 3
		SP:Iteration 43Q (16787.620000 sec): 3 clusters
  Score: Raw -4004224.335784 + Penalty 3399.010137 = -4000825.325647
  nChanged 2
		SP:Iteration 44Q (16787.680000 sec): 3 clusters
  Score: Raw -4004224.494586 + Penalty 3399.010137 = -4000825.484450
  nChanged 2
		SP:Iteration 45Q (16787.750000 sec): 3 clusters
  Score: Raw -4004224.613556 + Penalty 3399.010137 = -4000825.603419
  nChanged 0
		SP:Iteration 46F (16787.840000 sec): 3 clusters
  Score: Raw -4004224.613556 + Penalty 3399.010137 = -4000825.603419
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16787.900000 sec): 2 clusters
  Score: Raw -2359345.105711 + Penalty 1610.304966 = -2357734.800744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16787.940000 sec): 3 clusters
  Score: Raw -2347320.185909 + Penalty 3220.609932 = -2344099.575977
  nChanged 9077
		SP:Iteration 1F (16788.000000 sec): 3 clusters
  Score: Raw -2352589.856295 + Penalty 3220.609932 = -2349369.246363
  nChanged 1191
		SP:Iteration 2F (16788.040000 sec): 3 clusters
  Score: Raw -2353204.503804 + Penalty 3220.609932 = -2349983.893871
  nChanged 1169
		SP:Iteration 3F (16788.090000 sec): 3 clusters
  Score: Raw -2353875.532721 + Penalty 3220.609932 = -2350654.922789
  nChanged 1181
		SP:Iteration 4F (16788.140000 sec): 3 clusters
  Score: Raw -2354592.420720 + Penalty 3220.609932 = -2351371.810788
  nChanged 1151
		SP:Iteration 5F (16788.190000 sec): 3 clusters
  Score: Raw -2355344.822130 + Penalty 3220.609932 = -2352124.212198
  nChanged 1072
		SP:Iteration 6F (16788.240000 sec): 3 clusters
  Score: Raw -2356105.042371 + Penalty 3220.609932 = -2352884.432439
  nChanged 979
		SP:Iteration 7Q (16788.290000 sec): 3 clusters
  Score: Raw -2356838.701199 + Penalty 3220.609932 = -2353618.091266
  nChanged 800
		SP:Iteration 8Q (16788.340000 sec): 3 clusters
  Score: Raw -2357412.964057 + Penalty 3220.609932 = -2354192.354124
  nChanged 681
		SP:Iteration 9Q (16788.380000 sec): 3 clusters
  Score: Raw -2357878.207864 + Penalty 3220.609932 = -2354657.597931
  nChanged 545
		SP:Iteration 10Q (16788.430000 sec): 3 clusters
  Score: Raw -2358250.106444 + Penalty 3220.609932 = -2355029.496512
  nChanged 422
		SP:Iteration 11Q (16788.470000 sec): 3 clusters
  Score: Raw -2358522.413612 + Penalty 3220.609932 = -2355301.803679
  nChanged 346
		SP:Iteration 12Q (16788.520000 sec): 3 clusters
  Score: Raw -2358732.822104 + Penalty 3220.609932 = -2355512.212171
  nChanged 284
		SP:Iteration 13Q (16788.560000 sec): 3 clusters
  Score: Raw -2358916.171749 + Penalty 3220.609932 = -2355695.561816
  nChanged 229
		SP:Iteration 14Q (16788.600000 sec): 3 clusters
  Score: Raw -2359072.804308 + Penalty 3220.609932 = -2355852.194376
  nChanged 184
		SP:Iteration 15Q (16788.630000 sec): 3 clusters
  Score: Raw -2359186.405576 + Penalty 3220.609932 = -2355965.795643
  nChanged 134
		SP:Iteration 16Q (16788.670000 sec): 3 clusters
  Score: Raw -2359274.546129 + Penalty 3220.609932 = -2356053.936197
  nChanged 96
		SP:Iteration 17Q (16788.710000 sec): 3 clusters
  Score: Raw -2359338.363370 + Penalty 3220.609932 = -2356117.753438
  nChanged 68
		SP:Iteration 18Q (16788.740000 sec): 3 clusters
  Score: Raw -2359383.748820 + Penalty 3220.609932 = -2356163.138887
  nChanged 61
		SP:Iteration 19Q (16788.780000 sec): 3 clusters
  Score: Raw -2359422.666487 + Penalty 3220.609932 = -2356202.056554
  nChanged 51
		SP:Iteration 20F (16788.830000 sec): 3 clusters
  Score: Raw -2359449.591113 + Penalty 3220.609932 = -2356228.981181
  nChanged 35
		SP:Iteration 21Q (16788.860000 sec): 3 clusters
  Score: Raw -2359468.200202 + Penalty 3220.609932 = -2356247.590270
  nChanged 29
		SP:Iteration 22Q (16788.900000 sec): 3 clusters
  Score: Raw -2359483.239294 + Penalty 3220.609932 = -2356262.629362
  nChanged 25
		SP:Iteration 23Q (16788.940000 sec): 3 clusters
  Score: Raw -2359497.170599 + Penalty 3220.609932 = -2356276.560666
  nChanged 13
		SP:Iteration 24Q (16788.980000 sec): 3 clusters
  Score: Raw -2359506.771397 + Penalty 3220.609932 = -2356286.161464
  nChanged 13
		SP:Iteration 25Q (16789.010000 sec): 3 clusters
  Score: Raw -2359516.309654 + Penalty 3220.609932 = -2356295.699721
  nChanged 11
		SP:Iteration 26Q (16789.050000 sec): 3 clusters
  Score: Raw -2359521.930616 + Penalty 3220.609932 = -2356301.320683
  nChanged 7
		SP:Iteration 27Q (16789.080000 sec): 3 clusters
  Score: Raw -2359524.747636 + Penalty 3220.609932 = -2356304.137704
  nChanged 1
		SP:Iteration 28Q (16789.120000 sec): 3 clusters
  Score: Raw -2359524.960948 + Penalty 3220.609932 = -2356304.351015
  nChanged 0
		SP:Iteration 29F (16789.170000 sec): 3 clusters
  Score: Raw -2359524.960948 + Penalty 3220.609932 = -2356304.351015
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16789.210000 sec): 2 clusters
  Score: Raw -1633840.539782 + Penalty 1554.893291 = -1632285.646490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16789.250000 sec): 3 clusters
  Score: Raw -1625579.697499 + Penalty 3109.786583 = -1622469.910917
  nChanged 6267
		SP:Iteration 1F (16789.280000 sec): 3 clusters
  Score: Raw -1628940.201757 + Penalty 3109.786583 = -1625830.415174
  nChanged 913
		SP:Iteration 2F (16789.320000 sec): 3 clusters
  Score: Raw -1629407.886592 + Penalty 3109.786583 = -1626298.100009
  nChanged 965
		SP:Iteration 3F (16789.350000 sec): 3 clusters
  Score: Raw -1630063.748154 + Penalty 3109.786583 = -1626953.961571
  nChanged 1066
		SP:Iteration 4F (16789.390000 sec): 3 clusters
  Score: Raw -1630911.676516 + Penalty 3109.786583 = -1627801.889934
  nChanged 1048
		SP:Iteration 5F (16789.420000 sec): 3 clusters
  Score: Raw -1631708.902991 + Penalty 3109.786583 = -1628599.116408
  nChanged 847
		SP:Iteration 6F (16789.460000 sec): 3 clusters
  Score: Raw -1632326.548085 + Penalty 3109.786583 = -1629216.761502
  nChanged 683
		SP:Iteration 7Q (16789.500000 sec): 3 clusters
  Score: Raw -1632769.718753 + Penalty 3109.786583 = -1629659.932170
  nChanged 469
		SP:Iteration 8Q (16789.530000 sec): 3 clusters
  Score: Raw -1633063.198945 + Penalty 3109.786583 = -1629953.412363
  nChanged 377
		SP:Iteration 9Q (16789.570000 sec): 3 clusters
  Score: Raw -1633289.989336 + Penalty 3109.786583 = -1630180.202754
  nChanged 330
		SP:Iteration 10Q (16789.600000 sec): 3 clusters
  Score: Raw -1633505.429445 + Penalty 3109.786583 = -1630395.642863
  nChanged 271
		SP:Iteration 11Q (16789.640000 sec): 3 clusters
  Score: Raw -1633702.096118 + Penalty 3109.786583 = -1630592.309535
  nChanged 240
		SP:Iteration 12Q (16789.670000 sec): 3 clusters
  Score: Raw -1633862.413003 + Penalty 3109.786583 = -1630752.626421
  nChanged 210
		SP:Iteration 13Q (16789.700000 sec): 3 clusters
  Score: Raw -1633981.639580 + Penalty 3109.786583 = -1630871.852998
  nChanged 187
		SP:Iteration 14Q (16789.740000 sec): 3 clusters
  Score: Raw -1634068.646748 + Penalty 3109.786583 = -1630958.860165
  nChanged 136
		SP:Iteration 15Q (16789.760000 sec): 3 clusters
  Score: Raw -1634136.525283 + Penalty 3109.786583 = -1631026.738701
  nChanged 110
		SP:Iteration 16Q (16789.800000 sec): 3 clusters
  Score: Raw -1634189.233031 + Penalty 3109.786583 = -1631079.446448
  nChanged 85
		SP:Iteration 17Q (16789.830000 sec): 3 clusters
  Score: Raw -1634228.296913 + Penalty 3109.786583 = -1631118.510331
  nChanged 67
		SP:Iteration 18Q (16789.860000 sec): 3 clusters
  Score: Raw -1634257.422094 + Penalty 3109.786583 = -1631147.635511
  nChanged 68
		SP:Iteration 19Q (16789.890000 sec): 3 clusters
  Score: Raw -1634283.936705 + Penalty 3109.786583 = -1631174.150122
  nChanged 62
		SP:Iteration 20F (16789.920000 sec): 3 clusters
  Score: Raw -1634309.552144 + Penalty 3109.786583 = -1631199.765561
  nChanged 58
		SP:Iteration 21Q (16789.960000 sec): 3 clusters
  Score: Raw -1634338.418203 + Penalty 3109.786583 = -1631228.631621
  nChanged 50
		SP:Iteration 22Q (16789.980000 sec): 3 clusters
  Score: Raw -1634360.439844 + Penalty 3109.786583 = -1631250.653262
  nChanged 48
		SP:Iteration 23Q (16790.010000 sec): 3 clusters
  Score: Raw -1634378.929611 + Penalty 3109.786583 = -1631269.143028
  nChanged 41
		SP:Iteration 24Q (16790.040000 sec): 3 clusters
  Score: Raw -1634392.509078 + Penalty 3109.786583 = -1631282.722495
  nChanged 42
		SP:Iteration 25Q (16790.070000 sec): 3 clusters
  Score: Raw -1634405.309632 + Penalty 3109.786583 = -1631295.523049
  nChanged 33
		SP:Iteration 26Q (16790.100000 sec): 3 clusters
  Score: Raw -1634414.963968 + Penalty 3109.786583 = -1631305.177385
  nChanged 27
		SP:Iteration 27Q (16790.130000 sec): 3 clusters
  Score: Raw -1634420.985114 + Penalty 3109.786583 = -1631311.198532
  nChanged 27
		SP:Iteration 28Q (16790.160000 sec): 3 clusters
  Score: Raw -1634426.482918 + Penalty 3109.786583 = -1631316.696335
  nChanged 15
		SP:Iteration 29Q (16790.180000 sec): 3 clusters
  Score: Raw -1634429.929680 + Penalty 3109.786583 = -1631320.143097
  nChanged 18
		SP:Iteration 30Q (16790.210000 sec): 3 clusters
  Score: Raw -1634432.849660 + Penalty 3109.786583 = -1631323.063077
  nChanged 10
		SP:Iteration 31Q (16790.240000 sec): 3 clusters
  Score: Raw -1634434.739853 + Penalty 3109.786583 = -1631324.953271
  nChanged 9
		SP:Iteration 32Q (16790.270000 sec): 3 clusters
  Score: Raw -1634436.128612 + Penalty 3109.786583 = -1631326.342030
  nChanged 5
		SP:Iteration 33Q (16790.300000 sec): 3 clusters
  Score: Raw -1634436.868309 + Penalty 3109.786583 = -1631327.081727
  nChanged 2
		SP:Iteration 34Q (16790.330000 sec): 3 clusters
  Score: Raw -1634437.183218 + Penalty 3109.786583 = -1631327.396635
  nChanged 2
		SP:Iteration 35Q (16790.360000 sec): 3 clusters
  Score: Raw -1634437.343790 + Penalty 3109.786583 = -1631327.557208
  nChanged 3
		SP:Iteration 36Q (16790.380000 sec): 3 clusters
  Score: Raw -1634437.608792 + Penalty 3109.786583 = -1631327.822210
  nChanged 0
		SP:Iteration 37F (16790.420000 sec): 3 clusters
  Score: Raw -1634437.608792 + Penalty 3109.786583 = -1631327.822210
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16790.440000 sec): 2 clusters
  Score: Raw -242124.176885 + Penalty 1240.028819 = -240884.148066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16790.440000 sec): 3 clusters
  Score: Raw -241214.790644 + Penalty 2480.057639 = -238734.733005
  nChanged 742
		SP:Iteration 1F (16790.440000 sec): 3 clusters
  Score: Raw -241660.426902 + Penalty 2480.057639 = -239180.369263
  nChanged 166
		SP:Iteration 2F (16790.450000 sec): 3 clusters
  Score: Raw -241777.004677 + Penalty 2480.057639 = -239296.947039
  nChanged 91
		SP:Iteration 3Q (16790.460000 sec): 3 clusters
  Score: Raw -241838.158818 + Penalty 2480.057639 = -239358.101180
  nChanged 82
		SP:Iteration 4Q (16790.460000 sec): 3 clusters
  Score: Raw -241883.764564 + Penalty 2480.057639 = -239403.706925
  nChanged 55
		SP:Iteration 5Q (16790.470000 sec): 3 clusters
  Score: Raw -241910.015401 + Penalty 2480.057639 = -239429.957762
  nChanged 32
		SP:Iteration 6Q (16790.470000 sec): 3 clusters
  Score: Raw -241926.251799 + Penalty 2480.057639 = -239446.194160
  nChanged 31
		SP:Iteration 7Q (16790.480000 sec): 3 clusters
  Score: Raw -241942.855806 + Penalty 2480.057639 = -239462.798168
  nChanged 26
		SP:Iteration 8Q (16790.480000 sec): 3 clusters
  Score: Raw -241952.175324 + Penalty 2480.057639 = -239472.117685
  nChanged 11
		SP:Iteration 9Q (16790.490000 sec): 3 clusters
  Score: Raw -241957.184425 + Penalty 2480.057639 = -239477.126787
  nChanged 9
		SP:Iteration 10Q (16790.490000 sec): 3 clusters
  Score: Raw -241960.817431 + Penalty 2480.057639 = -239480.759793
  nChanged 10
		SP:Iteration 11Q (16790.500000 sec): 3 clusters
  Score: Raw -241965.040820 + Penalty 2480.057639 = -239484.983182
  nChanged 10
		SP:Iteration 12Q (16790.500000 sec): 3 clusters
  Score: Raw -241969.080119 + Penalty 2480.057639 = -239489.022480
  nChanged 6
		SP:Iteration 13Q (16790.500000 sec): 3 clusters
  Score: Raw -241972.392196 + Penalty 2480.057639 = -239492.334557
  nChanged 8
		SP:Iteration 14Q (16790.510000 sec): 3 clusters
  Score: Raw -241975.452631 + Penalty 2480.057639 = -239495.394992
  nChanged 7
		SP:Iteration 15Q (16790.520000 sec): 3 clusters
  Score: Raw -241978.557071 + Penalty 2480.057639 = -239498.499432
  nChanged 6
		SP:Iteration 16Q (16790.520000 sec): 3 clusters
  Score: Raw -241981.670414 + Penalty 2480.057639 = -239501.612775
  nChanged 6
		SP:Iteration 17Q (16790.520000 sec): 3 clusters
  Score: Raw -241984.415814 + Penalty 2480.057639 = -239504.358175
  nChanged 7
		SP:Iteration 18Q (16790.540000 sec): 3 clusters
  Score: Raw -241986.353592 + Penalty 2480.057639 = -239506.295953
  nChanged 6
		SP:Iteration 19Q (16790.540000 sec): 3 clusters
  Score: Raw -241989.090000 + Penalty 2480.057639 = -239509.032361
  nChanged 4
		SP:Iteration 20F (16790.550000 sec): 3 clusters
  Score: Raw -241990.763367 + Penalty 2480.057639 = -239510.705728
  nChanged 5
		SP:Iteration 21Q (16790.550000 sec): 3 clusters
  Score: Raw -241993.385833 + Penalty 2480.057639 = -239513.328194
  nChanged 4
		SP:Iteration 22Q (16790.560000 sec): 3 clusters
  Score: Raw -241995.490138 + Penalty 2480.057639 = -239515.432499
  nChanged 2
		SP:Iteration 23Q (16790.560000 sec): 3 clusters
  Score: Raw -241997.310203 + Penalty 2480.057639 = -239517.252564
  nChanged 4
		SP:Iteration 24Q (16790.570000 sec): 3 clusters
  Score: Raw -241998.652932 + Penalty 2480.057639 = -239518.595293
  nChanged 3
		SP:Iteration 25Q (16790.570000 sec): 3 clusters
  Score: Raw -241999.770472 + Penalty 2480.057639 = -239519.712833
  nChanged 3
		SP:Iteration 26Q (16790.580000 sec): 3 clusters
  Score: Raw -242001.155286 + Penalty 2480.057639 = -239521.097647
  nChanged 5
		SP:Iteration 27Q (16790.580000 sec): 3 clusters
  Score: Raw -242003.012660 + Penalty 2480.057639 = -239522.955021
  nChanged 1
		SP:Iteration 28Q (16790.590000 sec): 3 clusters
  Score: Raw -242003.321102 + Penalty 2480.057639 = -239523.263463
  nChanged 1
		SP:Iteration 29Q (16790.590000 sec): 3 clusters
  Score: Raw -242003.516370 + Penalty 2480.057639 = -239523.458731
  nChanged 0
		SP:Iteration 30F (16790.600000 sec): 3 clusters
  Score: Raw -242003.516370 + Penalty 2480.057639 = -239523.458731
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16790.620000 sec): 2 clusters
  Score: Raw -761221.829429 + Penalty 1432.521744 = -759789.307685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16790.640000 sec): 3 clusters
  Score: Raw -757593.683165 + Penalty 2865.043488 = -754728.639678
  nChanged 2784
		SP:Iteration 1F (16790.650000 sec): 3 clusters
  Score: Raw -759077.301205 + Penalty 2865.043488 = -756212.257717
  nChanged 458
		SP:Iteration 2F (16790.670000 sec): 3 clusters
  Score: Raw -759303.244025 + Penalty 2865.043488 = -756438.200537
  nChanged 363
		SP:Iteration 3F (16790.690000 sec): 3 clusters
  Score: Raw -759480.421872 + Penalty 2865.043488 = -756615.378384
  nChanged 314
		SP:Iteration 4Q (16790.710000 sec): 3 clusters
  Score: Raw -759652.222968 + Penalty 2865.043488 = -756787.179480
  nChanged 294
		SP:Iteration 5Q (16790.720000 sec): 3 clusters
  Score: Raw -759797.979733 + Penalty 2865.043488 = -756932.936245
  nChanged 254
		SP:Iteration 6Q (16790.740000 sec): 3 clusters
  Score: Raw -759927.270819 + Penalty 2865.043488 = -757062.227331
  nChanged 252
		SP:Iteration 7Q (16790.750000 sec): 3 clusters
  Score: Raw -760056.832794 + Penalty 2865.043488 = -757191.789306
  nChanged 249
		SP:Iteration 8Q (16790.770000 sec): 3 clusters
  Score: Raw -760187.226470 + Penalty 2865.043488 = -757322.182982
  nChanged 235
		SP:Iteration 9Q (16790.790000 sec): 3 clusters
  Score: Raw -760321.203561 + Penalty 2865.043488 = -757456.160073
  nChanged 228
		SP:Iteration 10Q (16790.800000 sec): 3 clusters
  Score: Raw -760451.691152 + Penalty 2865.043488 = -757586.647664
  nChanged 211
		SP:Iteration 11Q (16790.820000 sec): 3 clusters
  Score: Raw -760561.508996 + Penalty 2865.043488 = -757696.465508
  nChanged 196
		SP:Iteration 12Q (16790.840000 sec): 3 clusters
  Score: Raw -760670.516673 + Penalty 2865.043488 = -757805.473185
  nChanged 184
		SP:Iteration 13Q (16790.850000 sec): 3 clusters
  Score: Raw -760790.051042 + Penalty 2865.043488 = -757925.007555
  nChanged 186
		SP:Iteration 14Q (16790.870000 sec): 3 clusters
  Score: Raw -760908.882566 + Penalty 2865.043488 = -758043.839079
  nChanged 163
		SP:Iteration 15Q (16790.880000 sec): 3 clusters
  Score: Raw -761008.296843 + Penalty 2865.043488 = -758143.253355
  nChanged 161
		SP:Iteration 16Q (16790.900000 sec): 3 clusters
  Score: Raw -761112.413432 + Penalty 2865.043488 = -758247.369944
  nChanged 140
		SP:Iteration 17Q (16790.910000 sec): 3 clusters
  Score: Raw -761197.493064 + Penalty 2865.043488 = -758332.449576
  nChanged 132
		SP:Iteration 18Q (16790.930000 sec): 3 clusters
  Score: Raw -761293.757733 + Penalty 2865.043488 = -758428.714245
  nChanged 123
		SP:Iteration 19Q (16790.940000 sec): 3 clusters
  Score: Raw -761384.594012 + Penalty 2865.043488 = -758519.550525
  nChanged 85
		SP:Iteration 20F (16790.960000 sec): 3 clusters
  Score: Raw -761441.111637 + Penalty 2865.043488 = -758576.068149
  nChanged 64
		SP:Iteration 21Q (16790.970000 sec): 3 clusters
  Score: Raw -761487.578783 + Penalty 2865.043488 = -758622.535296
  nChanged 57
		SP:Iteration 22Q (16790.990000 sec): 3 clusters
  Score: Raw -761527.897412 + Penalty 2865.043488 = -758662.853924
  nChanged 38
		SP:Iteration 23Q (16791.000000 sec): 3 clusters
  Score: Raw -761568.939728 + Penalty 2865.043488 = -758703.896240
  nChanged 23
		SP:Iteration 24Q (16791.020000 sec): 3 clusters
  Score: Raw -761594.968130 + Penalty 2865.043488 = -758729.924642
  nChanged 25
		SP:Iteration 25Q (16791.030000 sec): 3 clusters
  Score: Raw -761617.786530 + Penalty 2865.043488 = -758752.743042
  nChanged 29
		SP:Iteration 26Q (16791.040000 sec): 3 clusters
  Score: Raw -761647.064408 + Penalty 2865.043488 = -758782.020920
  nChanged 18
		SP:Iteration 27Q (16791.060000 sec): 3 clusters
  Score: Raw -761659.759632 + Penalty 2865.043488 = -758794.716145
  nChanged 16
		SP:Iteration 28Q (16791.070000 sec): 3 clusters
  Score: Raw -761674.102579 + Penalty 2865.043488 = -758809.059091
  nChanged 13
		SP:Iteration 29Q (16791.080000 sec): 3 clusters
  Score: Raw -761684.007863 + Penalty 2865.043488 = -758818.964375
  nChanged 9
		SP:Iteration 30Q (16791.100000 sec): 3 clusters
  Score: Raw -761690.565923 + Penalty 2865.043488 = -758825.522435
  nChanged 4
		SP:Iteration 31Q (16791.110000 sec): 3 clusters
  Score: Raw -761693.042613 + Penalty 2865.043488 = -758827.999125
  nChanged 5
		SP:Iteration 32Q (16791.120000 sec): 3 clusters
  Score: Raw -761696.538799 + Penalty 2865.043488 = -758831.495311
  nChanged 5
		SP:Iteration 33Q (16791.130000 sec): 3 clusters
  Score: Raw -761699.746287 + Penalty 2865.043488 = -758834.702800
  nChanged 5
		SP:Iteration 34Q (16791.150000 sec): 3 clusters
  Score: Raw -761702.353166 + Penalty 2865.043488 = -758837.309678
  nChanged 4
		SP:Iteration 35Q (16791.160000 sec): 3 clusters
  Score: Raw -761705.161276 + Penalty 2865.043488 = -758840.117789
  nChanged 3
		SP:Iteration 36Q (16791.170000 sec): 3 clusters
  Score: Raw -761706.691295 + Penalty 2865.043488 = -758841.647807
  nChanged 2
		SP:Iteration 37Q (16791.190000 sec): 3 clusters
  Score: Raw -761707.609848 + Penalty 2865.043488 = -758842.566361
  nChanged 1
		SP:Iteration 38Q (16791.200000 sec): 3 clusters
  Score: Raw -761708.705648 + Penalty 2865.043488 = -758843.662160
  nChanged 3
		SP:Iteration 39Q (16791.210000 sec): 3 clusters
  Score: Raw -761709.324449 + Penalty 2865.043488 = -758844.280961
  nChanged 0
		SP:Iteration 40F (16791.230000 sec): 3 clusters
  Score: Raw -761709.324449 + Penalty 2865.043488 = -758844.280961
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16791.240000 sec): 2 clusters
  Score: Raw -179802.831245 + Penalty 1199.797324 = -178603.033921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16791.240000 sec): 3 clusters
  Score: Raw -179171.148563 + Penalty 2399.594648 = -176771.553916
  nChanged 553
		SP:Iteration 1F (16791.250000 sec): 3 clusters
  Score: Raw -179658.065955 + Penalty 2399.594648 = -177258.471308
  nChanged 200
		SP:Iteration 2F (16791.250000 sec): 3 clusters
  Score: Raw -180066.499884 + Penalty 2399.594648 = -177666.905237
  nChanged 157
		SP:Iteration 3F (16791.250000 sec): 3 clusters
  Score: Raw -180332.053460 + Penalty 2399.594648 = -177932.458813
  nChanged 111
		SP:Iteration 4F (16791.260000 sec): 3 clusters
  Score: Raw -180474.216068 + Penalty 2399.594648 = -178074.621420
  nChanged 78
		SP:Iteration 5Q (16791.260000 sec): 3 clusters
  Score: Raw -180560.649154 + Penalty 2399.594648 = -178161.054506
  nChanged 39
		SP:Iteration 6Q (16791.270000 sec): 3 clusters
  Score: Raw -180597.622402 + Penalty 2399.594648 = -178198.027754
  nChanged 21
		SP:Iteration 7Q (16791.270000 sec): 3 clusters
  Score: Raw -180617.243788 + Penalty 2399.594648 = -178217.649141
  nChanged 13
		SP:Iteration 8Q (16791.270000 sec): 3 clusters
  Score: Raw -180632.735380 + Penalty 2399.594648 = -178233.140733
  nChanged 9
		SP:Iteration 9Q (16791.280000 sec): 3 clusters
  Score: Raw -180638.453619 + Penalty 2399.594648 = -178238.858972
  nChanged 6
		SP:Iteration 10Q (16791.280000 sec): 3 clusters
  Score: Raw -180642.397658 + Penalty 2399.594648 = -178242.803011
  nChanged 5
		SP:Iteration 11Q (16791.280000 sec): 3 clusters
  Score: Raw -180647.406122 + Penalty 2399.594648 = -178247.811474
  nChanged 0
		SP:Iteration 12F (16791.290000 sec): 3 clusters
  Score: Raw -180647.406122 + Penalty 2399.594648 = -178247.811474
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (12290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16791.330000 sec): 2 clusters
  Score: Raw -1403759.552088 + Penalty 1530.187945 = -1402229.364143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16791.350000 sec): 3 clusters
  Score: Raw -1396659.558949 + Penalty 3060.375891 = -1393599.183058
  nChanged 5333
		SP:Iteration 1F (16791.390000 sec): 3 clusters
  Score: Raw -1399707.607430 + Penalty 3060.375891 = -1396647.231539
  nChanged 814
		SP:Iteration 2F (16791.410000 sec): 3 clusters
  Score: Raw -1400141.706491 + Penalty 3060.375891 = -1397081.330600
  nChanged 775
		SP:Iteration 3F (16791.450000 sec): 3 clusters
  Score: Raw -1400606.488223 + Penalty 3060.375891 = -1397546.112332
  nChanged 745
		SP:Iteration 4F (16791.470000 sec): 3 clusters
  Score: Raw -1401062.173991 + Penalty 3060.375891 = -1398001.798100
  nChanged 720
		SP:Iteration 5F (16791.510000 sec): 3 clusters
  Score: Raw -1401528.029162 + Penalty 3060.375891 = -1398467.653272
  nChanged 688
		SP:Iteration 6F (16791.540000 sec): 3 clusters
  Score: Raw -1401971.501068 + Penalty 3060.375891 = -1398911.125178
  nChanged 667
		SP:Iteration 7F (16791.570000 sec): 3 clusters
  Score: Raw -1402336.099937 + Penalty 3060.375891 = -1399275.724046
  nChanged 530
		SP:Iteration 8Q (16791.600000 sec): 3 clusters
  Score: Raw -1402585.195092 + Penalty 3060.375891 = -1399524.819202
  nChanged 420
		SP:Iteration 9Q (16791.630000 sec): 3 clusters
  Score: Raw -1402775.534761 + Penalty 3060.375891 = -1399715.158870
  nChanged 352
		SP:Iteration 10Q (16791.660000 sec): 3 clusters
  Score: Raw -1402937.968273 + Penalty 3060.375891 = -1399877.592383
  nChanged 313
		SP:Iteration 11Q (16791.690000 sec): 3 clusters
  Score: Raw -1403073.881895 + Penalty 3060.375891 = -1400013.506004
  nChanged 291
		SP:Iteration 12Q (16791.720000 sec): 3 clusters
  Score: Raw -1403206.689363 + Penalty 3060.375891 = -1400146.313472
  nChanged 287
		SP:Iteration 13Q (16791.750000 sec): 3 clusters
  Score: Raw -1403346.034406 + Penalty 3060.375891 = -1400285.658516
  nChanged 234
		SP:Iteration 14Q (16791.790000 sec): 3 clusters
  Score: Raw -1403454.168152 + Penalty 3060.375891 = -1400393.792261
  nChanged 222
		SP:Iteration 15Q (16791.810000 sec): 3 clusters
  Score: Raw -1403562.157742 + Penalty 3060.375891 = -1400501.781851
  nChanged 200
		SP:Iteration 16Q (16791.850000 sec): 3 clusters
  Score: Raw -1403655.643812 + Penalty 3060.375891 = -1400595.267921
  nChanged 165
		SP:Iteration 17Q (16791.880000 sec): 3 clusters
  Score: Raw -1403728.688680 + Penalty 3060.375891 = -1400668.312790
  nChanged 135
		SP:Iteration 18Q (16791.910000 sec): 3 clusters
  Score: Raw -1403792.569293 + Penalty 3060.375891 = -1400732.193402
  nChanged 116
		SP:Iteration 19Q (16791.940000 sec): 3 clusters
  Score: Raw -1403850.756910 + Penalty 3060.375891 = -1400790.381019
  nChanged 121
		SP:Iteration 20F (16791.970000 sec): 3 clusters
  Score: Raw -1403915.932981 + Penalty 3060.375891 = -1400855.557090
  nChanged 99
		SP:Iteration 21Q (16792.000000 sec): 3 clusters
  Score: Raw -1403966.690021 + Penalty 3060.375891 = -1400906.314130
  nChanged 63
		SP:Iteration 22Q (16792.030000 sec): 3 clusters
  Score: Raw -1403997.914355 + Penalty 3060.375891 = -1400937.538464
  nChanged 56
		SP:Iteration 23Q (16792.060000 sec): 3 clusters
  Score: Raw -1404030.371578 + Penalty 3060.375891 = -1400969.995687
  nChanged 53
		SP:Iteration 24Q (16792.090000 sec): 3 clusters
  Score: Raw -1404064.160925 + Penalty 3060.375891 = -1401003.785034
  nChanged 40
		SP:Iteration 25Q (16792.120000 sec): 3 clusters
  Score: Raw -1404089.393138 + Penalty 3060.375891 = -1401029.017247
  nChanged 43
		SP:Iteration 26Q (16792.150000 sec): 3 clusters
  Score: Raw -1404115.159184 + Penalty 3060.375891 = -1401054.783293
  nChanged 29
		SP:Iteration 27Q (16792.170000 sec): 3 clusters
  Score: Raw -1404132.254749 + Penalty 3060.375891 = -1401071.878858
  nChanged 23
		SP:Iteration 28Q (16792.210000 sec): 3 clusters
  Score: Raw -1404144.298965 + Penalty 3060.375891 = -1401083.923074
  nChanged 18
		SP:Iteration 29Q (16792.230000 sec): 3 clusters
  Score: Raw -1404153.732805 + Penalty 3060.375891 = -1401093.356914
  nChanged 12
		SP:Iteration 30Q (16792.260000 sec): 3 clusters
  Score: Raw -1404160.603468 + Penalty 3060.375891 = -1401100.227577
  nChanged 11
		SP:Iteration 31Q (16792.290000 sec): 3 clusters
  Score: Raw -1404167.003812 + Penalty 3060.375891 = -1401106.627921
  nChanged 12
		SP:Iteration 32Q (16792.320000 sec): 3 clusters
  Score: Raw -1404173.156916 + Penalty 3060.375891 = -1401112.781025
  nChanged 7
		SP:Iteration 33Q (16792.350000 sec): 3 clusters
  Score: Raw -1404176.870785 + Penalty 3060.375891 = -1401116.494894
  nChanged 7
		SP:Iteration 34Q (16792.370000 sec): 3 clusters
  Score: Raw -1404180.902752 + Penalty 3060.375891 = -1401120.526861
  nChanged 7
		SP:Iteration 35Q (16792.400000 sec): 3 clusters
  Score: Raw -1404185.393703 + Penalty 3060.375891 = -1401125.017812
  nChanged 5
		SP:Iteration 36Q (16792.430000 sec): 3 clusters
  Score: Raw -1404188.175059 + Penalty 3060.375891 = -1401127.799168
  nChanged 4
		SP:Iteration 37Q (16792.450000 sec): 3 clusters
  Score: Raw -1404191.784836 + Penalty 3060.375891 = -1401131.408945
  nChanged 6
		SP:Iteration 38Q (16792.480000 sec): 3 clusters
  Score: Raw -1404195.668328 + Penalty 3060.375891 = -1401135.292437
  nChanged 5
		SP:Iteration 39Q (16792.510000 sec): 3 clusters
  Score: Raw -1404198.742104 + Penalty 3060.375891 = -1401138.366213
  nChanged 4
		SP:Iteration 40F (16792.540000 sec): 3 clusters
  Score: Raw -1404201.027980 + Penalty 3060.375891 = -1401140.652089
  nChanged 3
		SP:Iteration 41Q (16792.570000 sec): 3 clusters
  Score: Raw -1404202.416240 + Penalty 3060.375891 = -1401142.040349
  nChanged 1
		SP:Iteration 42Q (16792.600000 sec): 3 clusters
  Score: Raw -1404202.763845 + Penalty 3060.375891 = -1401142.387954
  nChanged 0
		SP:Iteration 43F (16792.630000 sec): 3 clusters
  Score: Raw -1404202.763845 + Penalty 3060.375891 = -1401142.387954
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16792.640000 sec): 2 clusters
  Score: Raw -152443.386722 + Penalty 1198.784228 = -151244.602494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16792.640000 sec): 3 clusters
  Score: Raw -151828.943522 + Penalty 2397.568457 = -149431.375065
  nChanged 534
		SP:Iteration 1F (16792.650000 sec): 3 clusters
  Score: Raw -152368.509103 + Penalty 2397.568457 = -149970.940646
  nChanged 168
		SP:Iteration 2F (16792.650000 sec): 3 clusters
  Score: Raw -152732.146939 + Penalty 2397.568457 = -150334.578482
  nChanged 135
		SP:Iteration 3F (16792.650000 sec): 3 clusters
  Score: Raw -152933.879474 + Penalty 2397.568457 = -150536.311017
  nChanged 78
		SP:Iteration 4Q (16792.660000 sec): 3 clusters
  Score: Raw -153020.638961 + Penalty 2397.568457 = -150623.070504
  nChanged 47
		SP:Iteration 5Q (16792.660000 sec): 3 clusters
  Score: Raw -153077.241487 + Penalty 2397.568457 = -150679.673031
  nChanged 36
		SP:Iteration 6Q (16792.670000 sec): 3 clusters
  Score: Raw -153118.040329 + Penalty 2397.568457 = -150720.471872
  nChanged 30
		SP:Iteration 7Q (16792.670000 sec): 3 clusters
  Score: Raw -153151.010572 + Penalty 2397.568457 = -150753.442115
  nChanged 31
		SP:Iteration 8Q (16792.670000 sec): 3 clusters
  Score: Raw -153182.019140 + Penalty 2397.568457 = -150784.450683
  nChanged 33
		SP:Iteration 9Q (16792.680000 sec): 3 clusters
  Score: Raw -153224.926354 + Penalty 2397.568457 = -150827.357897
  nChanged 24
		SP:Iteration 10Q (16792.680000 sec): 3 clusters
  Score: Raw -153250.195080 + Penalty 2397.568457 = -150852.626623
  nChanged 22
		SP:Iteration 11Q (16792.690000 sec): 3 clusters
  Score: Raw -153277.506332 + Penalty 2397.568457 = -150879.937876
  nChanged 17
		SP:Iteration 12Q (16792.690000 sec): 3 clusters
  Score: Raw -153295.774103 + Penalty 2397.568457 = -150898.205647
  nChanged 14
		SP:Iteration 13Q (16792.690000 sec): 3 clusters
  Score: Raw -153307.333330 + Penalty 2397.568457 = -150909.764873
  nChanged 8
		SP:Iteration 14Q (16792.690000 sec): 3 clusters
  Score: Raw -153313.603480 + Penalty 2397.568457 = -150916.035023
  nChanged 6
		SP:Iteration 15Q (16792.700000 sec): 3 clusters
  Score: Raw -153316.844124 + Penalty 2397.568457 = -150919.275668
  nChanged 1
		SP:Iteration 16Q (16792.700000 sec): 3 clusters
  Score: Raw -153316.971635 + Penalty 2397.568457 = -150919.403178
  nChanged 1
		SP:Iteration 17Q (16792.710000 sec): 3 clusters
  Score: Raw -153317.590670 + Penalty 2397.568457 = -150920.022213
  nChanged 2
		SP:Iteration 18Q (16792.710000 sec): 3 clusters
  Score: Raw -153319.001542 + Penalty 2397.568457 = -150921.433085
  nChanged 1
		SP:Iteration 19Q (16792.710000 sec): 3 clusters
  Score: Raw -153319.361280 + Penalty 2397.568457 = -150921.792824
  nChanged 1
		SP:Iteration 20F (16792.710000 sec): 3 clusters
  Score: Raw -153320.152160 + Penalty 2397.568457 = -150922.583704
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16792.750000 sec): 2 clusters
  Score: Raw -1174629.647367 + Penalty 1501.230992 = -1173128.416375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16792.770000 sec): 3 clusters
  Score: Raw -1168775.039573 + Penalty 3002.461985 = -1165772.577588
  nChanged 4481
		SP:Iteration 1F (16792.800000 sec): 3 clusters
  Score: Raw -1171270.713581 + Penalty 3002.461985 = -1168268.251596
  nChanged 678
		SP:Iteration 2F (16792.820000 sec): 3 clusters
  Score: Raw -1171656.650129 + Penalty 3002.461985 = -1168654.188144
  nChanged 630
		SP:Iteration 3F (16792.850000 sec): 3 clusters
  Score: Raw -1172060.670827 + Penalty 3002.461985 = -1169058.208842
  nChanged 634
		SP:Iteration 4F (16792.870000 sec): 3 clusters
  Score: Raw -1172497.535408 + Penalty 3002.461985 = -1169495.073424
  nChanged 657
		SP:Iteration 5F (16792.900000 sec): 3 clusters
  Score: Raw -1172982.728778 + Penalty 3002.461985 = -1169980.266793
  nChanged 625
		SP:Iteration 6F (16792.930000 sec): 3 clusters
  Score: Raw -1173486.606196 + Penalty 3002.461985 = -1170484.144211
  nChanged 568
		SP:Iteration 7F (16792.950000 sec): 3 clusters
  Score: Raw -1173974.558688 + Penalty 3002.461985 = -1170972.096703
  nChanged 489
		SP:Iteration 8Q (16792.970000 sec): 3 clusters
  Score: Raw -1174443.075033 + Penalty 3002.461985 = -1171440.613048
  nChanged 411
		SP:Iteration 9Q (16793.000000 sec): 3 clusters
  Score: Raw -1174800.238961 + Penalty 3002.461985 = -1171797.776976
  nChanged 315
		SP:Iteration 10Q (16793.030000 sec): 3 clusters
  Score: Raw -1175004.372803 + Penalty 3002.461985 = -1172001.910818
  nChanged 245
		SP:Iteration 11Q (16793.050000 sec): 3 clusters
  Score: Raw -1175164.738185 + Penalty 3002.461985 = -1172162.276200
  nChanged 213
		SP:Iteration 12Q (16793.070000 sec): 3 clusters
  Score: Raw -1175296.651478 + Penalty 3002.461985 = -1172294.189493
  nChanged 150
		SP:Iteration 13Q (16793.090000 sec): 3 clusters
  Score: Raw -1175388.412503 + Penalty 3002.461985 = -1172385.950518
  nChanged 131
		SP:Iteration 14Q (16793.110000 sec): 3 clusters
  Score: Raw -1175454.782594 + Penalty 3002.461985 = -1172452.320610
  nChanged 114
		SP:Iteration 15Q (16793.140000 sec): 3 clusters
  Score: Raw -1175505.620552 + Penalty 3002.461985 = -1172503.158567
  nChanged 86
		SP:Iteration 16Q (16793.160000 sec): 3 clusters
  Score: Raw -1175539.676030 + Penalty 3002.461985 = -1172537.214045
  nChanged 79
		SP:Iteration 17Q (16793.180000 sec): 3 clusters
  Score: Raw -1175567.598097 + Penalty 3002.461985 = -1172565.136112
  nChanged 71
		SP:Iteration 18Q (16793.200000 sec): 3 clusters
  Score: Raw -1175589.269819 + Penalty 3002.461985 = -1172586.807834
  nChanged 56
		SP:Iteration 19Q (16793.220000 sec): 3 clusters
  Score: Raw -1175606.403257 + Penalty 3002.461985 = -1172603.941272
  nChanged 59
		SP:Iteration 20F (16793.250000 sec): 3 clusters
  Score: Raw -1175623.085396 + Penalty 3002.461985 = -1172620.623411
  nChanged 45
		SP:Iteration 21Q (16793.270000 sec): 3 clusters
  Score: Raw -1175636.694507 + Penalty 3002.461985 = -1172634.232522
  nChanged 51
		SP:Iteration 22Q (16793.290000 sec): 3 clusters
  Score: Raw -1175652.650125 + Penalty 3002.461985 = -1172650.188141
  nChanged 39
		SP:Iteration 23Q (16793.310000 sec): 3 clusters
  Score: Raw -1175663.339865 + Penalty 3002.461985 = -1172660.877880
  nChanged 27
		SP:Iteration 24Q (16793.330000 sec): 3 clusters
  Score: Raw -1175670.152942 + Penalty 3002.461985 = -1172667.690957
  nChanged 30
		SP:Iteration 25Q (16793.350000 sec): 3 clusters
  Score: Raw -1175680.853730 + Penalty 3002.461985 = -1172678.391745
  nChanged 35
		SP:Iteration 26Q (16793.370000 sec): 3 clusters
  Score: Raw -1175690.050305 + Penalty 3002.461985 = -1172687.588321
  nChanged 30
		SP:Iteration 27Q (16793.390000 sec): 3 clusters
  Score: Raw -1175696.630691 + Penalty 3002.461985 = -1172694.168707
  nChanged 23
		SP:Iteration 28Q (16793.410000 sec): 3 clusters
  Score: Raw -1175701.472389 + Penalty 3002.461985 = -1172699.010405
  nChanged 19
		SP:Iteration 29Q (16793.430000 sec): 3 clusters
  Score: Raw -1175705.467332 + Penalty 3002.461985 = -1172703.005347
  nChanged 13
		SP:Iteration 30Q (16793.450000 sec): 3 clusters
  Score: Raw -1175708.337861 + Penalty 3002.461985 = -1172705.875876
  nChanged 9
		SP:Iteration 31Q (16793.470000 sec): 3 clusters
  Score: Raw -1175709.366263 + Penalty 3002.461985 = -1172706.904278
  nChanged 4
		SP:Iteration 32Q (16793.490000 sec): 3 clusters
  Score: Raw -1175709.919632 + Penalty 3002.461985 = -1172707.457647
  nChanged 5
		SP:Iteration 33Q (16793.510000 sec): 3 clusters
  Score: Raw -1175711.015380 + Penalty 3002.461985 = -1172708.553395
  nChanged 5
		SP:Iteration 34Q (16793.530000 sec): 3 clusters
  Score: Raw -1175711.992373 + Penalty 3002.461985 = -1172709.530388
  nChanged 6
		SP:Iteration 35Q (16793.550000 sec): 3 clusters
  Score: Raw -1175712.711718 + Penalty 3002.461985 = -1172710.249734
  nChanged 3
		SP:Iteration 36Q (16793.570000 sec): 3 clusters
  Score: Raw -1175713.094148 + Penalty 3002.461985 = -1172710.632163
  nChanged 3
		SP:Iteration 37Q (16793.590000 sec): 3 clusters
  Score: Raw -1175713.507003 + Penalty 3002.461985 = -1172711.045018
  nChanged 7
		SP:Iteration 38Q (16793.620000 sec): 3 clusters
  Score: Raw -1175714.523661 + Penalty 3002.461985 = -1172712.061676
  nChanged 3
		SP:Iteration 39Q (16793.640000 sec): 3 clusters
  Score: Raw -1175715.071955 + Penalty 3002.461985 = -1172712.609970
  nChanged 3
		SP:Iteration 40F (16793.660000 sec): 3 clusters
  Score: Raw -1175715.795570 + Penalty 3002.461985 = -1172713.333585
  nChanged 4
		SP:Iteration 41Q (16793.680000 sec): 3 clusters
  Score: Raw -1175716.571263 + Penalty 3002.461985 = -1172714.109279
  nChanged 3
		SP:Iteration 42Q (16793.700000 sec): 3 clusters
  Score: Raw -1175716.861221 + Penalty 3002.461985 = -1172714.399237
  nChanged 1
		SP:Iteration 43Q (16793.730000 sec): 3 clusters
  Score: Raw -1175717.048790 + Penalty 3002.461985 = -1172714.586805
  nChanged 0
		SP:Iteration 44F (16793.750000 sec): 3 clusters
  Score: Raw -1175717.048790 + Penalty 3002.461985 = -1172714.586805
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16793.770000 sec): 2 clusters
  Score: Raw -573006.761289 + Penalty 1385.467638 = -571621.293651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16793.780000 sec): 3 clusters
  Score: Raw -570407.359826 + Penalty 2770.935277 = -567636.424550
  nChanged 2009
		SP:Iteration 1F (16793.790000 sec): 3 clusters
  Score: Raw -571492.759959 + Penalty 2770.935277 = -568721.824683
  nChanged 362
		SP:Iteration 2F (16793.810000 sec): 3 clusters
  Score: Raw -571685.830153 + Penalty 2770.935277 = -568914.894876
  nChanged 280
		SP:Iteration 3F (16793.820000 sec): 3 clusters
  Score: Raw -571837.425839 + Penalty 2770.935277 = -569066.490563
  nChanged 242
		SP:Iteration 4Q (16793.830000 sec): 3 clusters
  Score: Raw -571963.918910 + Penalty 2770.935277 = -569192.983633
  nChanged 215
		SP:Iteration 5Q (16793.840000 sec): 3 clusters
  Score: Raw -572084.453200 + Penalty 2770.935277 = -569313.517923
  nChanged 210
		SP:Iteration 6Q (16793.850000 sec): 3 clusters
  Score: Raw -572216.604814 + Penalty 2770.935277 = -569445.669538
  nChanged 222
		SP:Iteration 7Q (16793.870000 sec): 3 clusters
  Score: Raw -572361.537373 + Penalty 2770.935277 = -569590.602097
  nChanged 227
		SP:Iteration 8Q (16793.880000 sec): 3 clusters
  Score: Raw -572509.432145 + Penalty 2770.935277 = -569738.496868
  nChanged 199
		SP:Iteration 9Q (16793.890000 sec): 3 clusters
  Score: Raw -572651.167002 + Penalty 2770.935277 = -569880.231725
  nChanged 162
		SP:Iteration 10Q (16793.910000 sec): 3 clusters
  Score: Raw -572758.520697 + Penalty 2770.935277 = -569987.585420
  nChanged 153
		SP:Iteration 11Q (16793.920000 sec): 3 clusters
  Score: Raw -572858.436181 + Penalty 2770.935277 = -570087.500905
  nChanged 125
		SP:Iteration 12Q (16793.930000 sec): 3 clusters
  Score: Raw -572934.074555 + Penalty 2770.935277 = -570163.139278
  nChanged 89
		SP:Iteration 13Q (16793.940000 sec): 3 clusters
  Score: Raw -572984.765441 + Penalty 2770.935277 = -570213.830165
  nChanged 72
		SP:Iteration 14Q (16793.950000 sec): 3 clusters
  Score: Raw -573030.249179 + Penalty 2770.935277 = -570259.313902
  nChanged 59
		SP:Iteration 15Q (16793.970000 sec): 3 clusters
  Score: Raw -573065.938467 + Penalty 2770.935277 = -570295.003191
  nChanged 50
		SP:Iteration 16Q (16793.980000 sec): 3 clusters
  Score: Raw -573096.125373 + Penalty 2770.935277 = -570325.190096
  nChanged 41
		SP:Iteration 17Q (16793.990000 sec): 3 clusters
  Score: Raw -573122.819143 + Penalty 2770.935277 = -570351.883867
  nChanged 47
		SP:Iteration 18Q (16794.010000 sec): 3 clusters
  Score: Raw -573158.482600 + Penalty 2770.935277 = -570387.547323
  nChanged 34
		SP:Iteration 19Q (16794.020000 sec): 3 clusters
  Score: Raw -573178.906308 + Penalty 2770.935277 = -570407.971031
  nChanged 16
		SP:Iteration 20F (16794.030000 sec): 3 clusters
  Score: Raw -573188.975405 + Penalty 2770.935277 = -570418.040129
  nChanged 13
		SP:Iteration 21Q (16794.040000 sec): 3 clusters
  Score: Raw -573196.259013 + Penalty 2770.935277 = -570425.323736
  nChanged 8
		SP:Iteration 22Q (16794.050000 sec): 3 clusters
  Score: Raw -573202.540070 + Penalty 2770.935277 = -570431.604793
  nChanged 6
		SP:Iteration 23Q (16794.070000 sec): 3 clusters
  Score: Raw -573205.851696 + Penalty 2770.935277 = -570434.916419
  nChanged 5
		SP:Iteration 24Q (16794.080000 sec): 3 clusters
  Score: Raw -573209.528616 + Penalty 2770.935277 = -570438.593339
  nChanged 5
		SP:Iteration 25Q (16794.090000 sec): 3 clusters
  Score: Raw -573211.922818 + Penalty 2770.935277 = -570440.987542
  nChanged 2
		SP:Iteration 26Q (16794.100000 sec): 3 clusters
  Score: Raw -573213.530692 + Penalty 2770.935277 = -570442.595415
  nChanged 1
		SP:Iteration 27Q (16794.110000 sec): 3 clusters
  Score: Raw -573214.103604 + Penalty 2770.935277 = -570443.168327
  nChanged 2
		SP:Iteration 28Q (16794.130000 sec): 3 clusters
  Score: Raw -573214.945044 + Penalty 2770.935277 = -570444.009767
  nChanged 1
		SP:Iteration 29Q (16794.140000 sec): 3 clusters
  Score: Raw -573215.903958 + Penalty 2770.935277 = -570444.968682
  nChanged 4
		SP:Iteration 30Q (16794.150000 sec): 3 clusters
  Score: Raw -573217.952105 + Penalty 2770.935277 = -570447.016828
  nChanged 4
		SP:Iteration 31Q (16794.160000 sec): 3 clusters
  Score: Raw -573220.968454 + Penalty 2770.935277 = -570450.033178
  nChanged 3
		SP:Iteration 32Q (16794.170000 sec): 3 clusters
  Score: Raw -573223.412506 + Penalty 2770.935277 = -570452.477230
  nChanged 1
		SP:Iteration 33Q (16794.190000 sec): 3 clusters
  Score: Raw -573223.660837 + Penalty 2770.935277 = -570452.725561
  nChanged 0
		SP:Iteration 34F (16794.200000 sec): 3 clusters
  Score: Raw -573223.660837 + Penalty 2770.935277 = -570452.725561
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16794.220000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16794.230000 sec): 3 clusters
  Score: Raw -765338.864720 + Penalty 2868.974794 = -762469.889926
  nChanged 2887
		SP:Iteration 1F (16794.250000 sec): 3 clusters
  Score: Raw -766985.305964 + Penalty 2868.974794 = -764116.331170
  nChanged 476
		SP:Iteration 2F (16794.270000 sec): 3 clusters
  Score: Raw -767213.571674 + Penalty 2868.974794 = -764344.596880
  nChanged 369
		SP:Iteration 3F (16794.290000 sec): 3 clusters
  Score: Raw -767400.289662 + Penalty 2868.974794 = -764531.314868
  nChanged 315
		SP:Iteration 4Q (16794.300000 sec): 3 clusters
  Score: Raw -767572.469496 + Penalty 2868.974794 = -764703.494702
  nChanged 322
		SP:Iteration 5Q (16794.320000 sec): 3 clusters
  Score: Raw -767764.570535 + Penalty 2868.974794 = -764895.595741
  nChanged 307
		SP:Iteration 6Q (16794.340000 sec): 3 clusters
  Score: Raw -767956.866709 + Penalty 2868.974794 = -765087.891915
  nChanged 269
		SP:Iteration 7Q (16794.350000 sec): 3 clusters
  Score: Raw -768117.294257 + Penalty 2868.974794 = -765248.319462
  nChanged 258
		SP:Iteration 8Q (16794.370000 sec): 3 clusters
  Score: Raw -768278.836976 + Penalty 2868.974794 = -765409.862182
  nChanged 256
		SP:Iteration 9Q (16794.390000 sec): 3 clusters
  Score: Raw -768434.682527 + Penalty 2868.974794 = -765565.707733
  nChanged 241
		SP:Iteration 10Q (16794.400000 sec): 3 clusters
  Score: Raw -768586.993767 + Penalty 2868.974794 = -765718.018973
  nChanged 244
		SP:Iteration 11Q (16794.420000 sec): 3 clusters
  Score: Raw -768736.094689 + Penalty 2868.974794 = -765867.119895
  nChanged 211
		SP:Iteration 12Q (16794.440000 sec): 3 clusters
  Score: Raw -768866.643078 + Penalty 2868.974794 = -765997.668284
  nChanged 197
		SP:Iteration 13Q (16794.450000 sec): 3 clusters
  Score: Raw -769011.547219 + Penalty 2868.974794 = -766142.572425
  nChanged 207
		SP:Iteration 14Q (16794.470000 sec): 3 clusters
  Score: Raw -769158.166613 + Penalty 2868.974794 = -766289.191819
  nChanged 208
		SP:Iteration 15Q (16794.490000 sec): 3 clusters
  Score: Raw -769338.944855 + Penalty 2868.974794 = -766469.970061
  nChanged 194
		SP:Iteration 16Q (16794.500000 sec): 3 clusters
  Score: Raw -769512.559947 + Penalty 2868.974794 = -766643.585153
  nChanged 184
		SP:Iteration 17Q (16794.520000 sec): 3 clusters
  Score: Raw -769642.616894 + Penalty 2868.974794 = -766773.642100
  nChanged 129
		SP:Iteration 18Q (16794.530000 sec): 3 clusters
  Score: Raw -769712.245215 + Penalty 2868.974794 = -766843.270421
  nChanged 109
		SP:Iteration 19Q (16794.550000 sec): 3 clusters
  Score: Raw -769767.197150 + Penalty 2868.974794 = -766898.222356
  nChanged 105
		SP:Iteration 20F (16794.570000 sec): 3 clusters
  Score: Raw -769825.118873 + Penalty 2868.974794 = -766956.144079
  nChanged 93
		SP:Iteration 21Q (16794.580000 sec): 3 clusters
  Score: Raw -769875.840393 + Penalty 2868.974794 = -767006.865599
  nChanged 86
		SP:Iteration 22Q (16794.590000 sec): 3 clusters
  Score: Raw -769925.612181 + Penalty 2868.974794 = -767056.637387
  nChanged 90
		SP:Iteration 23Q (16794.610000 sec): 3 clusters
  Score: Raw -769968.926813 + Penalty 2868.974794 = -767099.952019
  nChanged 62
		SP:Iteration 24Q (16794.630000 sec): 3 clusters
  Score: Raw -769993.340833 + Penalty 2868.974794 = -767124.366039
  nChanged 57
		SP:Iteration 25Q (16794.640000 sec): 3 clusters
  Score: Raw -770018.305870 + Penalty 2868.974794 = -767149.331076
  nChanged 61
		SP:Iteration 26Q (16794.650000 sec): 3 clusters
  Score: Raw -770048.254111 + Penalty 2868.974794 = -767179.279317
  nChanged 51
		SP:Iteration 27Q (16794.670000 sec): 3 clusters
  Score: Raw -770072.605082 + Penalty 2868.974794 = -767203.630288
  nChanged 55
		SP:Iteration 28Q (16794.690000 sec): 3 clusters
  Score: Raw -770098.523936 + Penalty 2868.974794 = -767229.549142
  nChanged 67
		SP:Iteration 29Q (16794.700000 sec): 3 clusters
  Score: Raw -770126.758337 + Penalty 2868.974794 = -767257.783543
  nChanged 55
		SP:Iteration 30Q (16794.710000 sec): 3 clusters
  Score: Raw -770146.024039 + Penalty 2868.974794 = -767277.049245
  nChanged 39
		SP:Iteration 31Q (16794.730000 sec): 3 clusters
  Score: Raw -770157.209458 + Penalty 2868.974794 = -767288.234664
  nChanged 27
		SP:Iteration 32Q (16794.740000 sec): 3 clusters
  Score: Raw -770164.410783 + Penalty 2868.974794 = -767295.435989
  nChanged 35
		SP:Iteration 33Q (16794.760000 sec): 3 clusters
  Score: Raw -770173.031247 + Penalty 2868.974794 = -767304.056453
  nChanged 27
		SP:Iteration 34Q (16794.770000 sec): 3 clusters
  Score: Raw -770178.807255 + Penalty 2868.974794 = -767309.832461
  nChanged 20
		SP:Iteration 35Q (16794.790000 sec): 3 clusters
  Score: Raw -770183.150697 + Penalty 2868.974794 = -767314.175903
  nChanged 20
		SP:Iteration 36Q (16794.800000 sec): 3 clusters
  Score: Raw -770188.730650 + Penalty 2868.974794 = -767319.755856
  nChanged 20
		SP:Iteration 37Q (16794.810000 sec): 3 clusters
  Score: Raw -770194.188918 + Penalty 2868.974794 = -767325.214124
  nChanged 21
		SP:Iteration 38Q (16794.830000 sec): 3 clusters
  Score: Raw -770198.730603 + Penalty 2868.974794 = -767329.755809
  nChanged 16
		SP:Iteration 39Q (16794.840000 sec): 3 clusters
  Score: Raw -770202.533244 + Penalty 2868.974794 = -767333.558450
  nChanged 14
		SP:Iteration 40F (16794.860000 sec): 3 clusters
  Score: Raw -770206.226520 + Penalty 2868.974794 = -767337.251726
  nChanged 18
		SP:Iteration 41Q (16794.870000 sec): 3 clusters
  Score: Raw -770209.182067 + Penalty 2868.974794 = -767340.207273
  nChanged 22
		SP:Iteration 42Q (16794.890000 sec): 3 clusters
  Score: Raw -770213.329912 + Penalty 2868.974794 = -767344.355118
  nChanged 19
		SP:Iteration 43Q (16794.900000 sec): 3 clusters
  Score: Raw -770218.065605 + Penalty 2868.974794 = -767349.090811
  nChanged 23
		SP:Iteration 44Q (16794.920000 sec): 3 clusters
  Score: Raw -770223.622980 + Penalty 2868.974794 = -767354.648186
  nChanged 22
		SP:Iteration 45Q (16794.930000 sec): 3 clusters
  Score: Raw -770228.618574 + Penalty 2868.974794 = -767359.643780
  nChanged 17
		SP:Iteration 46Q (16794.950000 sec): 3 clusters
  Score: Raw -770234.113237 + Penalty 2868.974794 = -767365.138443
  nChanged 19
		SP:Iteration 47Q (16794.960000 sec): 3 clusters
  Score: Raw -770237.263678 + Penalty 2868.974794 = -767368.288884
  nChanged 9
		SP:Iteration 48Q (16794.970000 sec): 3 clusters
  Score: Raw -770238.354763 + Penalty 2868.974794 = -767369.379969
  nChanged 5
		SP:Iteration 49Q (16794.990000 sec): 3 clusters
  Score: Raw -770239.096382 + Penalty 2868.974794 = -767370.121588
  nChanged 2
		SP:Iteration 50Q (16795.010000 sec): 3 clusters
  Score: Raw -770239.217594 + Penalty 2868.974794 = -767370.242800
  nChanged 1
		SP:Iteration 51Q (16795.020000 sec): 3 clusters
  Score: Raw -770239.489691 + Penalty 2868.974794 = -767370.514897
  nChanged 2
		SP:Iteration 52Q (16795.030000 sec): 3 clusters
  Score: Raw -770239.855197 + Penalty 2868.974794 = -767370.880403
  nChanged 2
		SP:Iteration 53Q (16795.050000 sec): 3 clusters
  Score: Raw -770240.037628 + Penalty 2868.974794 = -767371.062834
  nChanged 1
		SP:Iteration 54Q (16795.060000 sec): 3 clusters
  Score: Raw -770240.332466 + Penalty 2868.974794 = -767371.357671
  nChanged 2
		SP:Iteration 55Q (16795.080000 sec): 3 clusters
  Score: Raw -770240.697086 + Penalty 2868.974794 = -767371.722292
  nChanged 3
		SP:Iteration 56Q (16795.090000 sec): 3 clusters
  Score: Raw -770241.224362 + Penalty 2868.974794 = -767372.249568
  nChanged 5
		SP:Iteration 57Q (16795.110000 sec): 3 clusters
  Score: Raw -770241.946059 + Penalty 2868.974794 = -767372.971265
  nChanged 0
		SP:Iteration 58F (16795.120000 sec): 3 clusters
  Score: Raw -770241.946059 + Penalty 2868.974794 = -767372.971265
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16795.140000 sec): 2 clusters
  Score: Raw -665126.705511 + Penalty 1411.955876 = -663714.749636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16795.150000 sec): 3 clusters
  Score: Raw -661938.481745 + Penalty 2823.911751 = -659114.569994
  nChanged 2491
		SP:Iteration 1F (16795.170000 sec): 3 clusters
  Score: Raw -663573.977668 + Penalty 2823.911751 = -660750.065917
  nChanged 525
		SP:Iteration 2F (16795.190000 sec): 3 clusters
  Score: Raw -663983.949397 + Penalty 2823.911751 = -661160.037645
  nChanged 458
		SP:Iteration 3F (16795.200000 sec): 3 clusters
  Score: Raw -664338.116270 + Penalty 2823.911751 = -661514.204519
  nChanged 389
		SP:Iteration 4F (16795.210000 sec): 3 clusters
  Score: Raw -664602.463100 + Penalty 2823.911751 = -661778.551349
  nChanged 306
		SP:Iteration 5F (16795.230000 sec): 3 clusters
  Score: Raw -664787.712421 + Penalty 2823.911751 = -661963.800670
  nChanged 233
		SP:Iteration 6Q (16795.250000 sec): 3 clusters
  Score: Raw -664895.598684 + Penalty 2823.911751 = -662071.686933
  nChanged 155
		SP:Iteration 7Q (16795.260000 sec): 3 clusters
  Score: Raw -664959.547750 + Penalty 2823.911751 = -662135.635999
  nChanged 124
		SP:Iteration 8Q (16795.270000 sec): 3 clusters
  Score: Raw -665006.982089 + Penalty 2823.911751 = -662183.070338
  nChanged 99
		SP:Iteration 9Q (16795.290000 sec): 3 clusters
  Score: Raw -665039.843598 + Penalty 2823.911751 = -662215.931847
  nChanged 80
		SP:Iteration 10Q (16795.300000 sec): 3 clusters
  Score: Raw -665068.949070 + Penalty 2823.911751 = -662245.037319
  nChanged 71
		SP:Iteration 11Q (16795.320000 sec): 3 clusters
  Score: Raw -665096.365121 + Penalty 2823.911751 = -662272.453369
  nChanged 56
		SP:Iteration 12Q (16795.330000 sec): 3 clusters
  Score: Raw -665114.424007 + Penalty 2823.911751 = -662290.512256
  nChanged 45
		SP:Iteration 13Q (16795.350000 sec): 3 clusters
  Score: Raw -665132.498889 + Penalty 2823.911751 = -662308.587138
  nChanged 45
		SP:Iteration 14Q (16795.360000 sec): 3 clusters
  Score: Raw -665146.453366 + Penalty 2823.911751 = -662322.541615
  nChanged 35
		SP:Iteration 15Q (16795.380000 sec): 3 clusters
  Score: Raw -665155.404212 + Penalty 2823.911751 = -662331.492461
  nChanged 31
		SP:Iteration 16Q (16795.390000 sec): 3 clusters
  Score: Raw -665163.223113 + Penalty 2823.911751 = -662339.311362
  nChanged 31
		SP:Iteration 17Q (16795.410000 sec): 3 clusters
  Score: Raw -665173.182301 + Penalty 2823.911751 = -662349.270550
  nChanged 32
		SP:Iteration 18Q (16795.420000 sec): 3 clusters
  Score: Raw -665181.381352 + Penalty 2823.911751 = -662357.469601
  nChanged 22
		SP:Iteration 19Q (16795.430000 sec): 3 clusters
  Score: Raw -665187.240001 + Penalty 2823.911751 = -662363.328250
  nChanged 30
		SP:Iteration 20F (16795.450000 sec): 3 clusters
  Score: Raw -665195.415526 + Penalty 2823.911751 = -662371.503774
  nChanged 32
		SP:Iteration 21Q (16795.460000 sec): 3 clusters
  Score: Raw -665206.292963 + Penalty 2823.911751 = -662382.381212
  nChanged 39
		SP:Iteration 22Q (16795.480000 sec): 3 clusters
  Score: Raw -665218.178372 + Penalty 2823.911751 = -662394.266621
  nChanged 26
		SP:Iteration 23Q (16795.490000 sec): 3 clusters
  Score: Raw -665226.960456 + Penalty 2823.911751 = -662403.048705
  nChanged 26
		SP:Iteration 24Q (16795.510000 sec): 3 clusters
  Score: Raw -665234.458469 + Penalty 2823.911751 = -662410.546717
  nChanged 32
		SP:Iteration 25Q (16795.520000 sec): 3 clusters
  Score: Raw -665244.840702 + Penalty 2823.911751 = -662420.928951
  nChanged 26
		SP:Iteration 26Q (16795.530000 sec): 3 clusters
  Score: Raw -665251.982565 + Penalty 2823.911751 = -662428.070814
  nChanged 21
		SP:Iteration 27Q (16795.550000 sec): 3 clusters
  Score: Raw -665258.620520 + Penalty 2823.911751 = -662434.708769
  nChanged 30
		SP:Iteration 28Q (16795.560000 sec): 3 clusters
  Score: Raw -665265.194290 + Penalty 2823.911751 = -662441.282539
  nChanged 20
		SP:Iteration 29Q (16795.580000 sec): 3 clusters
  Score: Raw -665270.542121 + Penalty 2823.911751 = -662446.630370
  nChanged 22
		SP:Iteration 30Q (16795.590000 sec): 3 clusters
  Score: Raw -665277.064111 + Penalty 2823.911751 = -662453.152360
  nChanged 22
		SP:Iteration 31Q (16795.610000 sec): 3 clusters
  Score: Raw -665284.093881 + Penalty 2823.911751 = -662460.182130
  nChanged 26
		SP:Iteration 32Q (16795.620000 sec): 3 clusters
  Score: Raw -665291.254567 + Penalty 2823.911751 = -662467.342816
  nChanged 21
		SP:Iteration 33Q (16795.630000 sec): 3 clusters
  Score: Raw -665298.929203 + Penalty 2823.911751 = -662475.017452
  nChanged 24
		SP:Iteration 34Q (16795.650000 sec): 3 clusters
  Score: Raw -665306.902556 + Penalty 2823.911751 = -662482.990804
  nChanged 21
		SP:Iteration 35Q (16795.660000 sec): 3 clusters
  Score: Raw -665314.611959 + Penalty 2823.911751 = -662490.700208
  nChanged 21
		SP:Iteration 36Q (16795.670000 sec): 3 clusters
  Score: Raw -665322.649114 + Penalty 2823.911751 = -662498.737363
  nChanged 22
		SP:Iteration 37Q (16795.690000 sec): 3 clusters
  Score: Raw -665329.622866 + Penalty 2823.911751 = -662505.711115
  nChanged 13
		SP:Iteration 38Q (16795.700000 sec): 3 clusters
  Score: Raw -665332.530476 + Penalty 2823.911751 = -662508.618724
  nChanged 6
		SP:Iteration 39Q (16795.710000 sec): 3 clusters
  Score: Raw -665334.608591 + Penalty 2823.911751 = -662510.696839
  nChanged 5
		SP:Iteration 40F (16795.730000 sec): 3 clusters
  Score: Raw -665336.455757 + Penalty 2823.911751 = -662512.544006
  nChanged 7
		SP:Iteration 41Q (16795.750000 sec): 3 clusters
  Score: Raw -665338.312909 + Penalty 2823.911751 = -662514.401158
  nChanged 13
		SP:Iteration 42Q (16795.760000 sec): 3 clusters
  Score: Raw -665341.112664 + Penalty 2823.911751 = -662517.200913
  nChanged 9
		SP:Iteration 43Q (16795.770000 sec): 3 clusters
  Score: Raw -665342.812587 + Penalty 2823.911751 = -662518.900836
  nChanged 8
		SP:Iteration 44Q (16795.790000 sec): 3 clusters
  Score: Raw -665343.817778 + Penalty 2823.911751 = -662519.906027
  nChanged 3
		SP:Iteration 45Q (16795.800000 sec): 3 clusters
  Score: Raw -665344.395395 + Penalty 2823.911751 = -662520.483643
  nChanged 3
		SP:Iteration 46Q (16795.810000 sec): 3 clusters
  Score: Raw -665345.356157 + Penalty 2823.911751 = -662521.444406
  nChanged 5
		SP:Iteration 47Q (16795.830000 sec): 3 clusters
  Score: Raw -665346.447454 + Penalty 2823.911751 = -662522.535703
  nChanged 4
		SP:Iteration 48Q (16795.840000 sec): 3 clusters
  Score: Raw -665347.170274 + Penalty 2823.911751 = -662523.258523
  nChanged 3
		SP:Iteration 49Q (16795.860000 sec): 3 clusters
  Score: Raw -665347.631440 + Penalty 2823.911751 = -662523.719689
  nChanged 3
		SP:Iteration 50Q (16795.870000 sec): 3 clusters
  Score: Raw -665347.996951 + Penalty 2823.911751 = -662524.085199
  nChanged 5
		SP:Iteration 51Q (16795.880000 sec): 3 clusters
  Score: Raw -665349.220247 + Penalty 2823.911751 = -662525.308496
  nChanged 4
		SP:Iteration 52Q (16795.900000 sec): 3 clusters
  Score: Raw -665349.851917 + Penalty 2823.911751 = -662525.940166
  nChanged 2
		SP:Iteration 53Q (16795.910000 sec): 3 clusters
  Score: Raw -665350.004404 + Penalty 2823.911751 = -662526.092653
  nChanged 1
		SP:Iteration 54Q (16795.930000 sec): 3 clusters
  Score: Raw -665350.116384 + Penalty 2823.911751 = -662526.204632
  nChanged 1
		SP:Iteration 55Q (16795.940000 sec): 3 clusters
  Score: Raw -665350.254822 + Penalty 2823.911751 = -662526.343071
  nChanged 2
		SP:Iteration 56Q (16795.950000 sec): 3 clusters
  Score: Raw -665350.481313 + Penalty 2823.911751 = -662526.569562
  nChanged 2
		SP:Iteration 57Q (16795.970000 sec): 3 clusters
  Score: Raw -665351.146423 + Penalty 2823.911751 = -662527.234672
  nChanged 1
		SP:Iteration 58Q (16795.980000 sec): 3 clusters
  Score: Raw -665351.329412 + Penalty 2823.911751 = -662527.417661
  nChanged 2
		SP:Iteration 59Q (16795.990000 sec): 3 clusters
  Score: Raw -665351.757568 + Penalty 2823.911751 = -662527.845817
  nChanged 1
		SP:Iteration 60F (16796.010000 sec): 3 clusters
  Score: Raw -665351.907350 + Penalty 2823.911751 = -662527.995599
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16796.010000 sec): 2 clusters
  Score: Raw -17362.753808 + Penalty 842.039827 = -16520.713981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16796.010000 sec): 3 clusters
  Score: Raw -17526.348663 + Penalty 1684.079654 = -15842.269009
  nChanged 19
		SP:Iteration 1F (16796.010000 sec): 3 clusters
  Score: Raw -17568.387346 + Penalty 1684.079654 = -15884.307692
  nChanged 6
		SP:Iteration 2Q (16796.010000 sec): 3 clusters
  Score: Raw -17589.456708 + Penalty 1684.079654 = -15905.377055
  nChanged 3
		SP:Iteration 3Q (16796.010000 sec): 3 clusters
  Score: Raw -17599.659180 + Penalty 1684.079654 = -15915.579526
  nChanged 3
		SP:Iteration 4Q (16796.010000 sec): 3 clusters
  Score: Raw -17608.785687 + Penalty 1684.079654 = -15924.706033
  nChanged 0
		SP:Iteration 5F (16796.010000 sec): 3 clusters
  Score: Raw -17608.785687 + Penalty 1684.079654 = -15924.706033
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16796.030000 sec): 2 clusters
  Score: Raw -229511.042119 + Penalty 1248.478265 = -228262.563854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16796.030000 sec): 3 clusters
  Score: Raw -228601.566991 + Penalty 2496.956530 = -226104.610461
  nChanged 799
		SP:Iteration 1F (16796.030000 sec): 3 clusters
  Score: Raw -229160.318638 + Penalty 2496.956530 = -226663.362108
  nChanged 166
		SP:Iteration 2F (16796.040000 sec): 3 clusters
  Score: Raw -229313.797278 + Penalty 2496.956530 = -226816.840748
  nChanged 125
		SP:Iteration 3F (16796.050000 sec): 3 clusters
  Score: Raw -229413.266566 + Penalty 2496.956530 = -226916.310036
  nChanged 92
		SP:Iteration 4Q (16796.050000 sec): 3 clusters
  Score: Raw -229485.812492 + Penalty 2496.956530 = -226988.855962
  nChanged 83
		SP:Iteration 5Q (16796.060000 sec): 3 clusters
  Score: Raw -229544.374217 + Penalty 2496.956530 = -227047.417687
  nChanged 71
		SP:Iteration 6Q (16796.060000 sec): 3 clusters
  Score: Raw -229600.760776 + Penalty 2496.956530 = -227103.804246
  nChanged 66
		SP:Iteration 7Q (16796.070000 sec): 3 clusters
  Score: Raw -229643.787767 + Penalty 2496.956530 = -227146.831237
  nChanged 40
		SP:Iteration 8Q (16796.070000 sec): 3 clusters
  Score: Raw -229670.501555 + Penalty 2496.956530 = -227173.545024
  nChanged 43
		SP:Iteration 9Q (16796.080000 sec): 3 clusters
  Score: Raw -229712.657063 + Penalty 2496.956530 = -227215.700533
  nChanged 43
		SP:Iteration 10Q (16796.080000 sec): 3 clusters
  Score: Raw -229757.358768 + Penalty 2496.956530 = -227260.402238
  nChanged 45
		SP:Iteration 11Q (16796.090000 sec): 3 clusters
  Score: Raw -229797.008094 + Penalty 2496.956530 = -227300.051564
  nChanged 33
		SP:Iteration 12Q (16796.090000 sec): 3 clusters
  Score: Raw -229822.560851 + Penalty 2496.956530 = -227325.604320
  nChanged 35
		SP:Iteration 13Q (16796.100000 sec): 3 clusters
  Score: Raw -229845.226611 + Penalty 2496.956530 = -227348.270081
  nChanged 27
		SP:Iteration 14Q (16796.100000 sec): 3 clusters
  Score: Raw -229865.783954 + Penalty 2496.956530 = -227368.827424
  nChanged 29
		SP:Iteration 15Q (16796.110000 sec): 3 clusters
  Score: Raw -229887.132032 + Penalty 2496.956530 = -227390.175502
  nChanged 19
		SP:Iteration 16Q (16796.110000 sec): 3 clusters
  Score: Raw -229901.828146 + Penalty 2496.956530 = -227404.871616
  nChanged 20
		SP:Iteration 17Q (16796.110000 sec): 3 clusters
  Score: Raw -229913.596710 + Penalty 2496.956530 = -227416.640180
  nChanged 11
		SP:Iteration 18Q (16796.120000 sec): 3 clusters
  Score: Raw -229920.069462 + Penalty 2496.956530 = -227423.112932
  nChanged 14
		SP:Iteration 19Q (16796.130000 sec): 3 clusters
  Score: Raw -229928.362955 + Penalty 2496.956530 = -227431.406425
  nChanged 14
		SP:Iteration 20F (16796.130000 sec): 3 clusters
  Score: Raw -229939.771248 + Penalty 2496.956530 = -227442.814718
  nChanged 16
		SP:Iteration 21Q (16796.130000 sec): 3 clusters
  Score: Raw -229953.410245 + Penalty 2496.956530 = -227456.453715
  nChanged 23
		SP:Iteration 22Q (16796.140000 sec): 3 clusters
  Score: Raw -229972.512766 + Penalty 2496.956530 = -227475.556236
  nChanged 21
		SP:Iteration 23Q (16796.150000 sec): 3 clusters
  Score: Raw -229984.934524 + Penalty 2496.956530 = -227487.977993
  nChanged 15
		SP:Iteration 24Q (16796.150000 sec): 3 clusters
  Score: Raw -229996.329984 + Penalty 2496.956530 = -227499.373454
  nChanged 19
		SP:Iteration 25Q (16796.150000 sec): 3 clusters
  Score: Raw -230008.445103 + Penalty 2496.956530 = -227511.488573
  nChanged 20
		SP:Iteration 26Q (16796.160000 sec): 3 clusters
  Score: Raw -230022.018527 + Penalty 2496.956530 = -227525.061997
  nChanged 20
		SP:Iteration 27Q (16796.160000 sec): 3 clusters
  Score: Raw -230032.192267 + Penalty 2496.956530 = -227535.235737
  nChanged 16
		SP:Iteration 28Q (16796.170000 sec): 3 clusters
  Score: Raw -230040.606908 + Penalty 2496.956530 = -227543.650378
  nChanged 8
		SP:Iteration 29Q (16796.170000 sec): 3 clusters
  Score: Raw -230044.949437 + Penalty 2496.956530 = -227547.992907
  nChanged 6
		SP:Iteration 30Q (16796.180000 sec): 3 clusters
  Score: Raw -230046.962707 + Penalty 2496.956530 = -227550.006177
  nChanged 2
		SP:Iteration 31Q (16796.180000 sec): 3 clusters
  Score: Raw -230048.478100 + Penalty 2496.956530 = -227551.521569
  nChanged 1
		SP:Iteration 32Q (16796.190000 sec): 3 clusters
  Score: Raw -230048.833290 + Penalty 2496.956530 = -227551.876760
  nChanged 0
		SP:Iteration 33F (16796.190000 sec): 3 clusters
  Score: Raw -230048.833290 + Penalty 2496.956530 = -227551.876760
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16796.200000 sec): 2 clusters
  Score: Raw -68445.884274 + Penalty 1045.091301 = -67400.792973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16796.200000 sec): 3 clusters
  Score: Raw -68352.626993 + Penalty 2090.182602 = -66262.444392
  nChanged 168
		SP:Iteration 1F (16796.200000 sec): 3 clusters
  Score: Raw -68533.995746 + Penalty 2090.182602 = -66443.813144
  nChanged 37
		SP:Iteration 2F (16796.200000 sec): 3 clusters
  Score: Raw -68592.493747 + Penalty 2090.182602 = -66502.311146
  nChanged 31
		SP:Iteration 3Q (16796.210000 sec): 3 clusters
  Score: Raw -68649.771977 + Penalty 2090.182602 = -66559.589376
  nChanged 23
		SP:Iteration 4Q (16796.210000 sec): 3 clusters
  Score: Raw -68675.385039 + Penalty 2090.182602 = -66585.202437
  nChanged 12
		SP:Iteration 5Q (16796.210000 sec): 3 clusters
  Score: Raw -68688.526642 + Penalty 2090.182602 = -66598.344040
  nChanged 6
		SP:Iteration 6Q (16796.210000 sec): 3 clusters
  Score: Raw -68695.593506 + Penalty 2090.182602 = -66605.410904
  nChanged 6
		SP:Iteration 7Q (16796.210000 sec): 3 clusters
  Score: Raw -68700.031118 + Penalty 2090.182602 = -66609.848516
  nChanged 3
		SP:Iteration 8Q (16796.210000 sec): 3 clusters
  Score: Raw -68703.913291 + Penalty 2090.182602 = -66613.730689
  nChanged 6
		SP:Iteration 9Q (16796.210000 sec): 3 clusters
  Score: Raw -68711.304126 + Penalty 2090.182602 = -66621.121525
  nChanged 4
		SP:Iteration 10Q (16796.210000 sec): 3 clusters
  Score: Raw -68714.619443 + Penalty 2090.182602 = -66624.436841
  nChanged 2
		SP:Iteration 11Q (16796.220000 sec): 3 clusters
  Score: Raw -68716.344278 + Penalty 2090.182602 = -66626.161677
  nChanged 4
		SP:Iteration 12Q (16796.220000 sec): 3 clusters
  Score: Raw -68718.894097 + Penalty 2090.182602 = -66628.711495
  nChanged 3
		SP:Iteration 13Q (16796.220000 sec): 3 clusters
  Score: Raw -68722.088352 + Penalty 2090.182602 = -66631.905751
  nChanged 4
		SP:Iteration 14Q (16796.220000 sec): 3 clusters
  Score: Raw -68727.520530 + Penalty 2090.182602 = -66637.337929
  nChanged 2
		SP:Iteration 15Q (16796.220000 sec): 3 clusters
  Score: Raw -68728.932914 + Penalty 2090.182602 = -66638.750312
  nChanged 2
		SP:Iteration 16Q (16796.220000 sec): 3 clusters
  Score: Raw -68730.269706 + Penalty 2090.182602 = -66640.087104
  nChanged 1
		SP:Iteration 17Q (16796.230000 sec): 3 clusters
  Score: Raw -68732.394307 + Penalty 2090.182602 = -66642.211705
  nChanged 0
		SP:Iteration 18F (16796.230000 sec): 3 clusters
  Score: Raw -68732.394307 + Penalty 2090.182602 = -66642.211705
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16796.250000 sec): 2 clusters
  Score: Raw -641220.157797 + Penalty 1414.643233 = -639805.514564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16796.260000 sec): 3 clusters
  Score: Raw -637952.212017 + Penalty 2829.286466 = -635122.925550
  nChanged 2488
		SP:Iteration 1F (16796.270000 sec): 3 clusters
  Score: Raw -639371.557105 + Penalty 2829.286466 = -636542.270638
  nChanged 507
		SP:Iteration 2F (16796.290000 sec): 3 clusters
  Score: Raw -639716.715339 + Penalty 2829.286466 = -636887.428873
  nChanged 414
		SP:Iteration 3F (16796.300000 sec): 3 clusters
  Score: Raw -640017.138692 + Penalty 2829.286466 = -637187.852226
  nChanged 355
		SP:Iteration 4F (16796.320000 sec): 3 clusters
  Score: Raw -640289.122406 + Penalty 2829.286466 = -637459.835939
  nChanged 311
		SP:Iteration 5F (16796.330000 sec): 3 clusters
  Score: Raw -640527.218779 + Penalty 2829.286466 = -637697.932312
  nChanged 294
		SP:Iteration 6Q (16796.350000 sec): 3 clusters
  Score: Raw -640716.816694 + Penalty 2829.286466 = -637887.530228
  nChanged 253
		SP:Iteration 7Q (16796.360000 sec): 3 clusters
  Score: Raw -640873.505372 + Penalty 2829.286466 = -638044.218906
  nChanged 214
		SP:Iteration 8Q (16796.370000 sec): 3 clusters
  Score: Raw -640997.872341 + Penalty 2829.286466 = -638168.585874
  nChanged 186
		SP:Iteration 9Q (16796.390000 sec): 3 clusters
  Score: Raw -641119.473693 + Penalty 2829.286466 = -638290.187226
  nChanged 177
		SP:Iteration 10Q (16796.400000 sec): 3 clusters
  Score: Raw -641227.584248 + Penalty 2829.286466 = -638398.297781
  nChanged 159
		SP:Iteration 11Q (16796.410000 sec): 3 clusters
  Score: Raw -641323.214826 + Penalty 2829.286466 = -638493.928360
  nChanged 130
		SP:Iteration 12Q (16796.430000 sec): 3 clusters
  Score: Raw -641380.434561 + Penalty 2829.286466 = -638551.148094
  nChanged 92
		SP:Iteration 13Q (16796.440000 sec): 3 clusters
  Score: Raw -641424.418791 + Penalty 2829.286466 = -638595.132325
  nChanged 91
		SP:Iteration 14Q (16796.450000 sec): 3 clusters
  Score: Raw -641464.712847 + Penalty 2829.286466 = -638635.426381
  nChanged 75
		SP:Iteration 15Q (16796.470000 sec): 3 clusters
  Score: Raw -641497.287525 + Penalty 2829.286466 = -638668.001059
  nChanged 65
		SP:Iteration 16Q (16796.480000 sec): 3 clusters
  Score: Raw -641519.202301 + Penalty 2829.286466 = -638689.915835
  nChanged 59
		SP:Iteration 17Q (16796.490000 sec): 3 clusters
  Score: Raw -641541.947467 + Penalty 2829.286466 = -638712.661001
  nChanged 57
		SP:Iteration 18Q (16796.510000 sec): 3 clusters
  Score: Raw -641561.327796 + Penalty 2829.286466 = -638732.041330
  nChanged 44
		SP:Iteration 19Q (16796.520000 sec): 3 clusters
  Score: Raw -641578.524695 + Penalty 2829.286466 = -638749.238229
  nChanged 46
		SP:Iteration 20F (16796.530000 sec): 3 clusters
  Score: Raw -641595.704662 + Penalty 2829.286466 = -638766.418196
  nChanged 37
		SP:Iteration 21Q (16796.550000 sec): 3 clusters
  Score: Raw -641612.111329 + Penalty 2829.286466 = -638782.824862
  nChanged 31
		SP:Iteration 22Q (16796.560000 sec): 3 clusters
  Score: Raw -641625.290915 + Penalty 2829.286466 = -638796.004449
  nChanged 38
		SP:Iteration 23Q (16796.570000 sec): 3 clusters
  Score: Raw -641639.066544 + Penalty 2829.286466 = -638809.780077
  nChanged 34
		SP:Iteration 24Q (16796.590000 sec): 3 clusters
  Score: Raw -641653.386955 + Penalty 2829.286466 = -638824.100488
  nChanged 43
		SP:Iteration 25Q (16796.600000 sec): 3 clusters
  Score: Raw -641668.812411 + Penalty 2829.286466 = -638839.525944
  nChanged 40
		SP:Iteration 26Q (16796.610000 sec): 3 clusters
  Score: Raw -641682.987297 + Penalty 2829.286466 = -638853.700830
  nChanged 32
		SP:Iteration 27Q (16796.630000 sec): 3 clusters
  Score: Raw -641694.666324 + Penalty 2829.286466 = -638865.379858
  nChanged 38
		SP:Iteration 28Q (16796.640000 sec): 3 clusters
  Score: Raw -641708.755474 + Penalty 2829.286466 = -638879.469008
  nChanged 30
		SP:Iteration 29Q (16796.650000 sec): 3 clusters
  Score: Raw -641723.033098 + Penalty 2829.286466 = -638893.746631
  nChanged 40
		SP:Iteration 30Q (16796.660000 sec): 3 clusters
  Score: Raw -641738.916451 + Penalty 2829.286466 = -638909.629984
  nChanged 38
		SP:Iteration 31Q (16796.670000 sec): 3 clusters
  Score: Raw -641759.942855 + Penalty 2829.286466 = -638930.656388
  nChanged 46
		SP:Iteration 32Q (16796.690000 sec): 3 clusters
  Score: Raw -641785.225217 + Penalty 2829.286466 = -638955.938750
  nChanged 33
		SP:Iteration 33Q (16796.700000 sec): 3 clusters
  Score: Raw -641803.042692 + Penalty 2829.286466 = -638973.756225
  nChanged 44
		SP:Iteration 34Q (16796.710000 sec): 3 clusters
  Score: Raw -641829.470048 + Penalty 2829.286466 = -639000.183582
  nChanged 49
		SP:Iteration 35Q (16796.730000 sec): 3 clusters
  Score: Raw -641860.292139 + Penalty 2829.286466 = -639031.005672
  nChanged 35
		SP:Iteration 36Q (16796.740000 sec): 3 clusters
  Score: Raw -641880.583376 + Penalty 2829.286466 = -639051.296909
  nChanged 36
		SP:Iteration 37Q (16796.750000 sec): 3 clusters
  Score: Raw -641899.542152 + Penalty 2829.286466 = -639070.255685
  nChanged 27
		SP:Iteration 38Q (16796.760000 sec): 3 clusters
  Score: Raw -641912.370382 + Penalty 2829.286466 = -639083.083915
  nChanged 22
		SP:Iteration 39Q (16796.770000 sec): 3 clusters
  Score: Raw -641921.432985 + Penalty 2829.286466 = -639092.146519
  nChanged 13
		SP:Iteration 40F (16796.790000 sec): 3 clusters
  Score: Raw -641928.605567 + Penalty 2829.286466 = -639099.319101
  nChanged 13
		SP:Iteration 41Q (16796.800000 sec): 3 clusters
  Score: Raw -641934.370601 + Penalty 2829.286466 = -639105.084135
  nChanged 5
		SP:Iteration 42Q (16796.810000 sec): 3 clusters
  Score: Raw -641936.539145 + Penalty 2829.286466 = -639107.252678
  nChanged 5
		SP:Iteration 43Q (16796.820000 sec): 3 clusters
  Score: Raw -641938.646955 + Penalty 2829.286466 = -639109.360489
  nChanged 5
		SP:Iteration 44Q (16796.830000 sec): 3 clusters
  Score: Raw -641942.789985 + Penalty 2829.286466 = -639113.503519
  nChanged 6
		SP:Iteration 45Q (16796.850000 sec): 3 clusters
  Score: Raw -641944.943523 + Penalty 2829.286466 = -639115.657057
  nChanged 6
		SP:Iteration 46Q (16796.860000 sec): 3 clusters
  Score: Raw -641946.976198 + Penalty 2829.286466 = -639117.689732
  nChanged 2
		SP:Iteration 47Q (16796.870000 sec): 3 clusters
  Score: Raw -641947.230015 + Penalty 2829.286466 = -639117.943548
  nChanged 0
		SP:Iteration 48F (16796.890000 sec): 3 clusters
  Score: Raw -641947.230015 + Penalty 2829.286466 = -639117.943548
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16796.890000 sec): 2 clusters
  Score: Raw -98158.862425 + Penalty 1098.567387 = -97060.295038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16796.890000 sec): 3 clusters
  Score: Raw -97918.422224 + Penalty 2197.134775 = -95721.287450
  nChanged 239
		SP:Iteration 1F (16796.900000 sec): 3 clusters
  Score: Raw -98162.219195 + Penalty 2197.134775 = -95965.084420
  nChanged 57
		SP:Iteration 2F (16796.900000 sec): 3 clusters
  Score: Raw -98233.694972 + Penalty 2197.134775 = -96036.560198
  nChanged 40
		SP:Iteration 3Q (16796.900000 sec): 3 clusters
  Score: Raw -98280.053301 + Penalty 2197.134775 = -96082.918526
  nChanged 26
		SP:Iteration 4Q (16796.900000 sec): 3 clusters
  Score: Raw -98310.460015 + Penalty 2197.134775 = -96113.325241
  nChanged 19
		SP:Iteration 5Q (16796.910000 sec): 3 clusters
  Score: Raw -98328.073857 + Penalty 2197.134775 = -96130.939082
  nChanged 14
		SP:Iteration 6Q (16796.910000 sec): 3 clusters
  Score: Raw -98339.061076 + Penalty 2197.134775 = -96141.926301
  nChanged 7
		SP:Iteration 7Q (16796.910000 sec): 3 clusters
  Score: Raw -98343.465327 + Penalty 2197.134775 = -96146.330552
  nChanged 8
		SP:Iteration 8Q (16796.910000 sec): 3 clusters
  Score: Raw -98353.693287 + Penalty 2197.134775 = -96156.558513
  nChanged 7
		SP:Iteration 9Q (16796.910000 sec): 3 clusters
  Score: Raw -98360.197404 + Penalty 2197.134775 = -96163.062629
  nChanged 3
		SP:Iteration 10Q (16796.910000 sec): 3 clusters
  Score: Raw -98364.200988 + Penalty 2197.134775 = -96167.066213
  nChanged 1
		SP:Iteration 11Q (16796.920000 sec): 3 clusters
  Score: Raw -98364.638136 + Penalty 2197.134775 = -96167.503361
  nChanged 1
		SP:Iteration 12Q (16796.920000 sec): 3 clusters
  Score: Raw -98365.133838 + Penalty 2197.134775 = -96167.999063
  nChanged 3
		SP:Iteration 13Q (16796.920000 sec): 3 clusters
  Score: Raw -98366.527891 + Penalty 2197.134775 = -96169.393116
  nChanged 1
		SP:Iteration 14Q (16796.920000 sec): 3 clusters
  Score: Raw -98366.910104 + Penalty 2197.134775 = -96169.775330
  nChanged 2
		SP:Iteration 15Q (16796.930000 sec): 3 clusters
  Score: Raw -98368.799213 + Penalty 2197.134775 = -96171.664439
  nChanged 2
		SP:Iteration 16Q (16796.930000 sec): 3 clusters
  Score: Raw -98370.990672 + Penalty 2197.134775 = -96173.855897
  nChanged 1
		SP:Iteration 17Q (16796.930000 sec): 3 clusters
  Score: Raw -98371.723583 + Penalty 2197.134775 = -96174.588809
  nChanged 1
		SP:Iteration 18Q (16796.930000 sec): 3 clusters
  Score: Raw -98372.298524 + Penalty 2197.134775 = -96175.163749
  nChanged 0
		SP:Iteration 19F (16796.930000 sec): 3 clusters
  Score: Raw -98372.298524 + Penalty 2197.134775 = -96175.163749
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16796.940000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16796.940000 sec): 3 clusters
  Score: Raw -131312.630658 + Penalty 2331.287316 = -128981.343341
  nChanged 408
		SP:Iteration 1F (16796.950000 sec): 3 clusters
  Score: Raw -131697.487576 + Penalty 2331.287316 = -129366.200260
  nChanged 117
		SP:Iteration 2F (16796.950000 sec): 3 clusters
  Score: Raw -131817.587167 + Penalty 2331.287316 = -129486.299851
  nChanged 72
		SP:Iteration 3F (16796.950000 sec): 3 clusters
  Score: Raw -131891.531327 + Penalty 2331.287316 = -129560.244011
  nChanged 45
		SP:Iteration 4Q (16796.950000 sec): 3 clusters
  Score: Raw -131938.470617 + Penalty 2331.287316 = -129607.183301
  nChanged 47
		SP:Iteration 5Q (16796.960000 sec): 3 clusters
  Score: Raw -132005.823536 + Penalty 2331.287316 = -129674.536220
  nChanged 43
		SP:Iteration 6Q (16796.960000 sec): 3 clusters
  Score: Raw -132066.325486 + Penalty 2331.287316 = -129735.038170
  nChanged 46
		SP:Iteration 7Q (16796.960000 sec): 3 clusters
  Score: Raw -132137.391188 + Penalty 2331.287316 = -129806.103872
  nChanged 46
		SP:Iteration 8Q (16796.970000 sec): 3 clusters
  Score: Raw -132221.513956 + Penalty 2331.287316 = -129890.226639
  nChanged 46
		SP:Iteration 9Q (16796.970000 sec): 3 clusters
  Score: Raw -132308.048379 + Penalty 2331.287316 = -129976.761062
  nChanged 47
		SP:Iteration 10Q (16796.970000 sec): 3 clusters
  Score: Raw -132408.848470 + Penalty 2331.287316 = -130077.561154
  nChanged 44
		SP:Iteration 11Q (16796.970000 sec): 3 clusters
  Score: Raw -132512.051145 + Penalty 2331.287316 = -130180.763829
  nChanged 44
		SP:Iteration 12Q (16796.980000 sec): 3 clusters
  Score: Raw -132619.863469 + Penalty 2331.287316 = -130288.576153
  nChanged 44
		SP:Iteration 13Q (16796.980000 sec): 3 clusters
  Score: Raw -132700.554702 + Penalty 2331.287316 = -130369.267386
  nChanged 35
		SP:Iteration 14Q (16796.980000 sec): 3 clusters
  Score: Raw -132748.054255 + Penalty 2331.287316 = -130416.766939
  nChanged 28
		SP:Iteration 15Q (16796.990000 sec): 3 clusters
  Score: Raw -132783.739840 + Penalty 2331.287316 = -130452.452523
  nChanged 29
		SP:Iteration 16Q (16796.990000 sec): 3 clusters
  Score: Raw -132821.075634 + Penalty 2331.287316 = -130489.788318
  nChanged 19
		SP:Iteration 17Q (16796.990000 sec): 3 clusters
  Score: Raw -132848.402608 + Penalty 2331.287316 = -130517.115292
  nChanged 15
		SP:Iteration 18Q (16796.990000 sec): 3 clusters
  Score: Raw -132867.658116 + Penalty 2331.287316 = -130536.370800
  nChanged 10
		SP:Iteration 19Q (16796.990000 sec): 3 clusters
  Score: Raw -132879.853027 + Penalty 2331.287316 = -130548.565710
  nChanged 11
		SP:Iteration 20F (16797.000000 sec): 3 clusters
  Score: Raw -132891.543963 + Penalty 2331.287316 = -130560.256647
  nChanged 7
		SP:Iteration 21Q (16797.000000 sec): 3 clusters
  Score: Raw -132899.981899 + Penalty 2331.287316 = -130568.694583
  nChanged 4
		SP:Iteration 22Q (16797.000000 sec): 3 clusters
  Score: Raw -132904.950191 + Penalty 2331.287316 = -130573.662874
  nChanged 3
		SP:Iteration 23Q (16797.010000 sec): 3 clusters
  Score: Raw -132907.830479 + Penalty 2331.287316 = -130576.543162
  nChanged 4
		SP:Iteration 24Q (16797.010000 sec): 3 clusters
  Score: Raw -132910.200725 + Penalty 2331.287316 = -130578.913408
  nChanged 0
		SP:Iteration 25F (16797.010000 sec): 3 clusters
  Score: Raw -132910.200725 + Penalty 2331.287316 = -130578.913408
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16797.030000 sec): 2 clusters
  Score: Raw -386871.960308 + Penalty 1331.337659 = -385540.622649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16797.030000 sec): 3 clusters
  Score: Raw -385092.688432 + Penalty 2662.675319 = -382430.013113
  nChanged 1376
		SP:Iteration 1F (16797.040000 sec): 3 clusters
  Score: Raw -385904.133191 + Penalty 2662.675319 = -383241.457872
  nChanged 309
		SP:Iteration 2F (16797.050000 sec): 3 clusters
  Score: Raw -386149.095568 + Penalty 2662.675319 = -383486.420249
  nChanged 245
		SP:Iteration 3F (16797.060000 sec): 3 clusters
  Score: Raw -386350.414557 + Penalty 2662.675319 = -383687.739238
  nChanged 193
		SP:Iteration 4F (16797.070000 sec): 3 clusters
  Score: Raw -386504.450602 + Penalty 2662.675319 = -383841.775283
  nChanged 156
		SP:Iteration 5Q (16797.070000 sec): 3 clusters
  Score: Raw -386614.641622 + Penalty 2662.675319 = -383951.966303
  nChanged 142
		SP:Iteration 6Q (16797.080000 sec): 3 clusters
  Score: Raw -386727.534394 + Penalty 2662.675319 = -384064.859076
  nChanged 126
		SP:Iteration 7Q (16797.090000 sec): 3 clusters
  Score: Raw -386835.259343 + Penalty 2662.675319 = -384172.584024
  nChanged 105
		SP:Iteration 8Q (16797.100000 sec): 3 clusters
  Score: Raw -386914.583983 + Penalty 2662.675319 = -384251.908665
  nChanged 106
		SP:Iteration 9Q (16797.110000 sec): 3 clusters
  Score: Raw -386994.398836 + Penalty 2662.675319 = -384331.723517
  nChanged 98
		SP:Iteration 10Q (16797.120000 sec): 3 clusters
  Score: Raw -387073.566084 + Penalty 2662.675319 = -384410.890766
  nChanged 90
		SP:Iteration 11Q (16797.130000 sec): 3 clusters
  Score: Raw -387142.935156 + Penalty 2662.675319 = -384480.259838
  nChanged 80
		SP:Iteration 12Q (16797.130000 sec): 3 clusters
  Score: Raw -387197.590089 + Penalty 2662.675319 = -384534.914770
  nChanged 62
		SP:Iteration 13Q (16797.140000 sec): 3 clusters
  Score: Raw -387226.469075 + Penalty 2662.675319 = -384563.793756
  nChanged 53
		SP:Iteration 14Q (16797.150000 sec): 3 clusters
  Score: Raw -387253.451950 + Penalty 2662.675319 = -384590.776631
  nChanged 38
		SP:Iteration 15Q (16797.150000 sec): 3 clusters
  Score: Raw -387271.908650 + Penalty 2662.675319 = -384609.233331
  nChanged 33
		SP:Iteration 16Q (16797.160000 sec): 3 clusters
  Score: Raw -387288.928091 + Penalty 2662.675319 = -384626.252772
  nChanged 29
		SP:Iteration 17Q (16797.170000 sec): 3 clusters
  Score: Raw -387301.997715 + Penalty 2662.675319 = -384639.322396
  nChanged 25
		SP:Iteration 18Q (16797.180000 sec): 3 clusters
  Score: Raw -387311.923154 + Penalty 2662.675319 = -384649.247835
  nChanged 21
		SP:Iteration 19Q (16797.190000 sec): 3 clusters
  Score: Raw -387321.499862 + Penalty 2662.675319 = -384658.824544
  nChanged 27
		SP:Iteration 20F (16797.190000 sec): 3 clusters
  Score: Raw -387333.874865 + Penalty 2662.675319 = -384671.199546
  nChanged 26
		SP:Iteration 21Q (16797.200000 sec): 3 clusters
  Score: Raw -387342.376830 + Penalty 2662.675319 = -384679.701512
  nChanged 16
		SP:Iteration 22Q (16797.210000 sec): 3 clusters
  Score: Raw -387347.746463 + Penalty 2662.675319 = -384685.071144
  nChanged 11
		SP:Iteration 23Q (16797.210000 sec): 3 clusters
  Score: Raw -387351.474226 + Penalty 2662.675319 = -384688.798907
  nChanged 8
		SP:Iteration 24Q (16797.220000 sec): 3 clusters
  Score: Raw -387354.216768 + Penalty 2662.675319 = -384691.541449
  nChanged 6
		SP:Iteration 25Q (16797.230000 sec): 3 clusters
  Score: Raw -387355.580181 + Penalty 2662.675319 = -384692.904862
  nChanged 1
		SP:Iteration 26Q (16797.240000 sec): 3 clusters
  Score: Raw -387355.797546 + Penalty 2662.675319 = -384693.122228
  nChanged 2
		SP:Iteration 27Q (16797.250000 sec): 3 clusters
  Score: Raw -387356.443850 + Penalty 2662.675319 = -384693.768532
  nChanged 3
		SP:Iteration 28Q (16797.250000 sec): 3 clusters
  Score: Raw -387357.519250 + Penalty 2662.675319 = -384694.843932
  nChanged 1
		SP:Iteration 29Q (16797.260000 sec): 3 clusters
  Score: Raw -387357.756674 + Penalty 2662.675319 = -384695.081355
  nChanged 0
		SP:Iteration 30F (16797.270000 sec): 3 clusters
  Score: Raw -387357.756674 + Penalty 2662.675319 = -384695.081355
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16797.480000 sec): 2 clusters
  Score: Raw -8748990.989303 + Penalty 1822.740026 = -8747168.249277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16797.670000 sec): 3 clusters
  Score: Raw -8701091.354862 + Penalty 3645.480052 = -8697445.874810
  nChanged 35198
		SP:Iteration 1F (16797.860000 sec): 3 clusters
  Score: Raw -8721236.227014 + Penalty 3645.480052 = -8717590.746962
  nChanged 2387
		SP:Iteration 2Q (16798.060000 sec): 3 clusters
  Score: Raw -8721839.305968 + Penalty 3645.480052 = -8718193.825917
  nChanged 2721
		SP:Iteration 3Q (16798.250000 sec): 3 clusters
  Score: Raw -8722741.424500 + Penalty 3645.480052 = -8719095.944449
  nChanged 3524
		SP:Iteration 4Q (16798.440000 sec): 3 clusters
  Score: Raw -8724311.594298 + Penalty 3645.480052 = -8720666.114247
  nChanged 4657
		SP:Iteration 5F (16798.630000 sec): 3 clusters
  Score: Raw -8727097.973266 + Penalty 3645.480052 = -8723452.493214
  nChanged 6087
		SP:Iteration 6F (16798.820000 sec): 3 clusters
  Score: Raw -8731904.786508 + Penalty 3645.480052 = -8728259.306457
  nChanged 6716
		SP:Iteration 7F (16799.010000 sec): 3 clusters
  Score: Raw -8738263.707690 + Penalty 3645.480052 = -8734618.227638
  nChanged 5690
		SP:Iteration 8F (16799.190000 sec): 3 clusters
  Score: Raw -8744039.959070 + Penalty 3645.480052 = -8740394.479018
  nChanged 3303
		SP:Iteration 9Q (16799.380000 sec): 3 clusters
  Score: Raw -8747386.222334 + Penalty 3645.480052 = -8743740.742283
  nChanged 1253
		SP:Iteration 10Q (16799.550000 sec): 3 clusters
  Score: Raw -8748593.626899 + Penalty 3645.480052 = -8744948.146847
  nChanged 351
		SP:Iteration 11Q (16799.690000 sec): 3 clusters
  Score: Raw -8748954.561298 + Penalty 3645.480052 = -8745309.081247
  nChanged 97
		SP:Iteration 12Q (16799.830000 sec): 3 clusters
  Score: Raw -8749077.418723 + Penalty 3645.480052 = -8745431.938671
  nChanged 29
		SP:Iteration 13Q (16799.970000 sec): 3 clusters
  Score: Raw -8749128.148424 + Penalty 3645.480052 = -8745482.668373
  nChanged 18
		SP:Iteration 14Q (16800.100000 sec): 3 clusters
  Score: Raw -8749155.255372 + Penalty 3645.480052 = -8745509.775320
  nChanged 15
		SP:Iteration 15Q (16800.230000 sec): 3 clusters
  Score: Raw -8749175.987573 + Penalty 3645.480052 = -8745530.507521
  nChanged 9
		SP:Iteration 16Q (16800.360000 sec): 3 clusters
  Score: Raw -8749188.867920 + Penalty 3645.480052 = -8745543.387868
  nChanged 8
		SP:Iteration 17Q (16800.490000 sec): 3 clusters
  Score: Raw -8749201.813508 + Penalty 3645.480052 = -8745556.333456
  nChanged 6
		SP:Iteration 18Q (16800.630000 sec): 3 clusters
  Score: Raw -8749215.816063 + Penalty 3645.480052 = -8745570.336011
  nChanged 3
		SP:Iteration 19Q (16800.760000 sec): 3 clusters
  Score: Raw -8749223.088018 + Penalty 3645.480052 = -8745577.607966
  nChanged 4
		SP:Iteration 20F (16800.950000 sec): 3 clusters
  Score: Raw -8749229.405382 + Penalty 3645.480052 = -8745583.925331
  nChanged 3
		SP:Iteration 21Q (16801.080000 sec): 3 clusters
  Score: Raw -8749233.099733 + Penalty 3645.480052 = -8745587.619681
  nChanged 0
		SP:Iteration 22F (16801.270000 sec): 3 clusters
  Score: Raw -8749233.099733 + Penalty 3645.480052 = -8745587.619681
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16801.370000 sec): 2 clusters
  Score: Raw -3643950.673666 + Penalty 1679.307169 = -3642271.366496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16801.450000 sec): 3 clusters
  Score: Raw -3624899.164702 + Penalty 3358.614339 = -3621540.550363
  nChanged 14172
		SP:Iteration 1F (16801.530000 sec): 3 clusters
  Score: Raw -3632795.551568 + Penalty 3358.614339 = -3629436.937229
  nChanged 1384
		SP:Iteration 2Q (16801.610000 sec): 3 clusters
  Score: Raw -3633218.428058 + Penalty 3358.614339 = -3629859.813719
  nChanged 1316
		SP:Iteration 3Q (16801.690000 sec): 3 clusters
  Score: Raw -3633658.153526 + Penalty 3358.614339 = -3630299.539187
  nChanged 1348
		SP:Iteration 4Q (16801.770000 sec): 3 clusters
  Score: Raw -3634184.924597 + Penalty 3358.614339 = -3630826.310258
  nChanged 1565
		SP:Iteration 5F (16801.850000 sec): 3 clusters
  Score: Raw -3634927.073961 + Penalty 3358.614339 = -3631568.459622
  nChanged 1775
		SP:Iteration 6F (16801.930000 sec): 3 clusters
  Score: Raw -3635932.645177 + Penalty 3358.614339 = -3632574.030838
  nChanged 1956
		SP:Iteration 7F (16802.000000 sec): 3 clusters
  Score: Raw -3637200.965291 + Penalty 3358.614339 = -3633842.350952
  nChanged 2038
		SP:Iteration 8F (16802.080000 sec): 3 clusters
  Score: Raw -3638716.272849 + Penalty 3358.614339 = -3635357.658511
  nChanged 1927
		SP:Iteration 9F (16802.160000 sec): 3 clusters
  Score: Raw -3640259.397940 + Penalty 3358.614339 = -3636900.783601
  nChanged 1596
		SP:Iteration 10F (16802.230000 sec): 3 clusters
  Score: Raw -3641597.058466 + Penalty 3358.614339 = -3638238.444127
  nChanged 1106
		SP:Iteration 11Q (16802.310000 sec): 3 clusters
  Score: Raw -3642513.923001 + Penalty 3358.614339 = -3639155.308662
  nChanged 703
		SP:Iteration 12Q (16802.380000 sec): 3 clusters
  Score: Raw -3643097.635364 + Penalty 3358.614339 = -3639739.021025
  nChanged 471
		SP:Iteration 13Q (16802.450000 sec): 3 clusters
  Score: Raw -3643479.262930 + Penalty 3358.614339 = -3640120.648591
  nChanged 295
		SP:Iteration 14Q (16802.510000 sec): 3 clusters
  Score: Raw -3643700.768103 + Penalty 3358.614339 = -3640342.153764
  nChanged 161
		SP:Iteration 15Q (16802.570000 sec): 3 clusters
  Score: Raw -3643819.590256 + Penalty 3358.614339 = -3640460.975917
  nChanged 109
		SP:Iteration 16Q (16802.630000 sec): 3 clusters
  Score: Raw -3643903.489777 + Penalty 3358.614339 = -3640544.875438
  nChanged 90
		SP:Iteration 17Q (16802.690000 sec): 3 clusters
  Score: Raw -3643963.264131 + Penalty 3358.614339 = -3640604.649792
  nChanged 70
		SP:Iteration 18Q (16802.750000 sec): 3 clusters
  Score: Raw -3644006.422661 + Penalty 3358.614339 = -3640647.808322
  nChanged 48
		SP:Iteration 19Q (16802.800000 sec): 3 clusters
  Score: Raw -3644037.563998 + Penalty 3358.614339 = -3640678.949659
  nChanged 38
		SP:Iteration 20F (16802.880000 sec): 3 clusters
  Score: Raw -3644056.664134 + Penalty 3358.614339 = -3640698.049795
  nChanged 38
		SP:Iteration 21Q (16802.930000 sec): 3 clusters
  Score: Raw -3644078.194432 + Penalty 3358.614339 = -3640719.580093
  nChanged 22
		SP:Iteration 22Q (16802.990000 sec): 3 clusters
  Score: Raw -3644089.577789 + Penalty 3358.614339 = -3640730.963450
  nChanged 20
		SP:Iteration 23Q (16803.050000 sec): 3 clusters
  Score: Raw -3644102.398682 + Penalty 3358.614339 = -3640743.784343
  nChanged 22
		SP:Iteration 24Q (16803.110000 sec): 3 clusters
  Score: Raw -3644114.100788 + Penalty 3358.614339 = -3640755.486449
  nChanged 13
		SP:Iteration 25Q (16803.160000 sec): 3 clusters
  Score: Raw -3644122.442351 + Penalty 3358.614339 = -3640763.828012
  nChanged 14
		SP:Iteration 26Q (16803.220000 sec): 3 clusters
  Score: Raw -3644131.481723 + Penalty 3358.614339 = -3640772.867384
  nChanged 8
		SP:Iteration 27Q (16803.270000 sec): 3 clusters
  Score: Raw -3644135.095084 + Penalty 3358.614339 = -3640776.480745
  nChanged 6
		SP:Iteration 28Q (16803.330000 sec): 3 clusters
  Score: Raw -3644139.774150 + Penalty 3358.614339 = -3640781.159811
  nChanged 6
		SP:Iteration 29Q (16803.390000 sec): 3 clusters
  Score: Raw -3644143.013144 + Penalty 3358.614339 = -3640784.398805
  nChanged 4
		SP:Iteration 30Q (16803.440000 sec): 3 clusters
  Score: Raw -3644145.629056 + Penalty 3358.614339 = -3640787.014717
  nChanged 3
		SP:Iteration 31Q (16803.500000 sec): 3 clusters
  Score: Raw -3644147.890906 + Penalty 3358.614339 = -3640789.276567
  nChanged 8
		SP:Iteration 32Q (16803.550000 sec): 3 clusters
  Score: Raw -3644153.954639 + Penalty 3358.614339 = -3640795.340300
  nChanged 7
		SP:Iteration 33Q (16803.610000 sec): 3 clusters
  Score: Raw -3644158.551122 + Penalty 3358.614339 = -3640799.936784
  nChanged 2
		SP:Iteration 34Q (16803.670000 sec): 3 clusters
  Score: Raw -3644159.691116 + Penalty 3358.614339 = -3640801.076777
  nChanged 4
		SP:Iteration 35Q (16803.720000 sec): 3 clusters
  Score: Raw -3644162.466811 + Penalty 3358.614339 = -3640803.852472
  nChanged 3
		SP:Iteration 36Q (16803.770000 sec): 3 clusters
  Score: Raw -3644163.223499 + Penalty 3358.614339 = -3640804.609160
  nChanged 3
		SP:Iteration 37Q (16803.830000 sec): 3 clusters
  Score: Raw -3644165.888838 + Penalty 3358.614339 = -3640807.274499
  nChanged 4
		SP:Iteration 38Q (16803.890000 sec): 3 clusters
  Score: Raw -3644168.338359 + Penalty 3358.614339 = -3640809.724020
  nChanged 5
		SP:Iteration 39Q (16803.940000 sec): 3 clusters
  Score: Raw -3644170.266408 + Penalty 3358.614339 = -3640811.652070
  nChanged 4
		SP:Iteration 40F (16804.020000 sec): 3 clusters
  Score: Raw -3644172.434749 + Penalty 3358.614339 = -3640813.820410
  nChanged 3
		SP:Iteration 41Q (16804.080000 sec): 3 clusters
  Score: Raw -3644173.656667 + Penalty 3358.614339 = -3640815.042328
  nChanged 0
		SP:Iteration 42F (16804.150000 sec): 3 clusters
  Score: Raw -3644173.656667 + Penalty 3358.614339 = -3640815.042328
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16804.310000 sec): 2 clusters
  Score: Raw -6523269.873534 + Penalty 1773.976416 = -6521495.897117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16804.450000 sec): 3 clusters
  Score: Raw -6488115.749970 + Penalty 3547.952832 = -6484567.797138
  nChanged 26021
		SP:Iteration 1F (16804.590000 sec): 3 clusters
  Score: Raw -6502889.427186 + Penalty 3547.952832 = -6499341.474354
  nChanged 2124
		SP:Iteration 2Q (16804.740000 sec): 3 clusters
  Score: Raw -6503503.011220 + Penalty 3547.952832 = -6499955.058388
  nChanged 2276
		SP:Iteration 3Q (16804.890000 sec): 3 clusters
  Score: Raw -6504270.525761 + Penalty 3547.952832 = -6500722.572929
  nChanged 2667
		SP:Iteration 4Q (16805.030000 sec): 3 clusters
  Score: Raw -6505455.865209 + Penalty 3547.952832 = -6501907.912377
  nChanged 3300
		SP:Iteration 5F (16805.180000 sec): 3 clusters
  Score: Raw -6507293.998495 + Penalty 3547.952832 = -6503746.045663
  nChanged 3801
		SP:Iteration 6F (16805.320000 sec): 3 clusters
  Score: Raw -6509976.667605 + Penalty 3547.952832 = -6506428.714773
  nChanged 4136
		SP:Iteration 7F (16805.460000 sec): 3 clusters
  Score: Raw -6513394.286477 + Penalty 3547.952832 = -6509846.333645
  nChanged 3780
		SP:Iteration 8F (16805.600000 sec): 3 clusters
  Score: Raw -6516676.809904 + Penalty 3547.952832 = -6513128.857072
  nChanged 2865
		SP:Iteration 9F (16805.750000 sec): 3 clusters
  Score: Raw -6519196.113437 + Penalty 3547.952832 = -6515648.160605
  nChanged 2008
		SP:Iteration 10Q (16805.880000 sec): 3 clusters
  Score: Raw -6520954.259624 + Penalty 3547.952832 = -6517406.306792
  nChanged 1234
		SP:Iteration 11Q (16806.010000 sec): 3 clusters
  Score: Raw -6522045.525669 + Penalty 3547.952832 = -6518497.572837
  nChanged 718
		SP:Iteration 12Q (16806.130000 sec): 3 clusters
  Score: Raw -6522679.825315 + Penalty 3547.952832 = -6519131.872483
  nChanged 367
		SP:Iteration 13Q (16806.240000 sec): 3 clusters
  Score: Raw -6522997.619467 + Penalty 3547.952832 = -6519449.666635
  nChanged 204
		SP:Iteration 14Q (16806.350000 sec): 3 clusters
  Score: Raw -6523152.155621 + Penalty 3547.952832 = -6519604.202789
  nChanged 113
		SP:Iteration 15Q (16806.450000 sec): 3 clusters
  Score: Raw -6523241.318953 + Penalty 3547.952832 = -6519693.366121
  nChanged 91
		SP:Iteration 16Q (16806.550000 sec): 3 clusters
  Score: Raw -6523307.906201 + Penalty 3547.952832 = -6519759.953369
  nChanged 53
		SP:Iteration 17Q (16806.650000 sec): 3 clusters
  Score: Raw -6523353.504770 + Penalty 3547.952832 = -6519805.551938
  nChanged 46
		SP:Iteration 18Q (16806.750000 sec): 3 clusters
  Score: Raw -6523390.060377 + Penalty 3547.952832 = -6519842.107545
  nChanged 34
		SP:Iteration 19Q (16806.850000 sec): 3 clusters
  Score: Raw -6523418.439062 + Penalty 3547.952832 = -6519870.486230
  nChanged 24
		SP:Iteration 20F (16806.990000 sec): 3 clusters
  Score: Raw -6523434.764470 + Penalty 3547.952832 = -6519886.811638
  nChanged 12
		SP:Iteration 21Q (16807.090000 sec): 3 clusters
  Score: Raw -6523444.037057 + Penalty 3547.952832 = -6519896.084225
  nChanged 14
		SP:Iteration 22Q (16807.190000 sec): 3 clusters
  Score: Raw -6523456.357760 + Penalty 3547.952832 = -6519908.404928
  nChanged 10
		SP:Iteration 23Q (16807.290000 sec): 3 clusters
  Score: Raw -6523465.240920 + Penalty 3547.952832 = -6519917.288088
  nChanged 5
		SP:Iteration 24Q (16807.390000 sec): 3 clusters
  Score: Raw -6523468.586941 + Penalty 3547.952832 = -6519920.634109
  nChanged 4
		SP:Iteration 25Q (16807.490000 sec): 3 clusters
  Score: Raw -6523470.992664 + Penalty 3547.952832 = -6519923.039832
  nChanged 2
		SP:Iteration 26Q (16807.590000 sec): 3 clusters
  Score: Raw -6523472.325727 + Penalty 3547.952832 = -6519924.372895
  nChanged 2
		SP:Iteration 27Q (16807.690000 sec): 3 clusters
  Score: Raw -6523474.288916 + Penalty 3547.952832 = -6519926.336084
  nChanged 2
		SP:Iteration 28Q (16807.790000 sec): 3 clusters
  Score: Raw -6523476.386028 + Penalty 3547.952832 = -6519928.433196
  nChanged 1
		SP:Iteration 29Q (16807.890000 sec): 3 clusters
  Score: Raw -6523476.741834 + Penalty 3547.952832 = -6519928.789001
  nChanged 0
		SP:Iteration 30F (16808.030000 sec): 3 clusters
  Score: Raw -6523476.741834 + Penalty 3547.952832 = -6519928.789001
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16808.070000 sec): 2 clusters
  Score: Raw -81650.851339 + Penalty 1088.067324 = -80562.784015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16808.070000 sec): 3 clusters
  Score: Raw -81451.093943 + Penalty 2176.134648 = -79274.959295
  nChanged 231
		SP:Iteration 1F (16808.070000 sec): 3 clusters
  Score: Raw -81763.058112 + Penalty 2176.134648 = -79586.923464
  nChanged 73
		SP:Iteration 2F (16808.070000 sec): 3 clusters
  Score: Raw -81934.099079 + Penalty 2176.134648 = -79757.964431
  nChanged 64
		SP:Iteration 3F (16808.070000 sec): 3 clusters
  Score: Raw -82082.753713 + Penalty 2176.134648 = -79906.619065
  nChanged 53
		SP:Iteration 4F (16808.070000 sec): 3 clusters
  Score: Raw -82203.132760 + Penalty 2176.134648 = -80026.998112
  nChanged 26
		SP:Iteration 5Q (16808.080000 sec): 3 clusters
  Score: Raw -82265.683299 + Penalty 2176.134648 = -80089.548650
  nChanged 16
		SP:Iteration 6Q (16808.080000 sec): 3 clusters
  Score: Raw -82296.323867 + Penalty 2176.134648 = -80120.189219
  nChanged 15
		SP:Iteration 7Q (16808.080000 sec): 3 clusters
  Score: Raw -82319.278686 + Penalty 2176.134648 = -80143.144038
  nChanged 5
		SP:Iteration 8Q (16808.080000 sec): 3 clusters
  Score: Raw -82325.441370 + Penalty 2176.134648 = -80149.306722
  nChanged 5
		SP:Iteration 9Q (16808.080000 sec): 3 clusters
  Score: Raw -82330.808878 + Penalty 2176.134648 = -80154.674230
  nChanged 4
		SP:Iteration 10Q (16808.090000 sec): 3 clusters
  Score: Raw -82338.160265 + Penalty 2176.134648 = -80162.025617
  nChanged 3
		SP:Iteration 11Q (16808.090000 sec): 3 clusters
  Score: Raw -82342.507353 + Penalty 2176.134648 = -80166.372705
  nChanged 1
		SP:Iteration 12Q (16808.090000 sec): 3 clusters
  Score: Raw -82343.687920 + Penalty 2176.134648 = -80167.553272
  nChanged 0
		SP:Iteration 13F (16808.090000 sec): 3 clusters
  Score: Raw -82343.687920 + Penalty 2176.134648 = -80167.553272
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16808.100000 sec): 2 clusters
  Score: Raw -271968.658085 + Penalty 1260.312165 = -270708.345920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16808.110000 sec): 3 clusters
  Score: Raw -270948.486920 + Penalty 2520.624330 = -268427.862589
  nChanged 824
		SP:Iteration 1F (16808.110000 sec): 3 clusters
  Score: Raw -271465.660567 + Penalty 2520.624330 = -268945.036237
  nChanged 164
		SP:Iteration 2F (16808.120000 sec): 3 clusters
  Score: Raw -271567.598191 + Penalty 2520.624330 = -269046.973860
  nChanged 89
		SP:Iteration 3Q (16808.120000 sec): 3 clusters
  Score: Raw -271633.344975 + Penalty 2520.624330 = -269112.720644
  nChanged 69
		SP:Iteration 4Q (16808.130000 sec): 3 clusters
  Score: Raw -271673.543606 + Penalty 2520.624330 = -269152.919276
  nChanged 45
		SP:Iteration 5Q (16808.130000 sec): 3 clusters
  Score: Raw -271697.569454 + Penalty 2520.624330 = -269176.945123
  nChanged 41
		SP:Iteration 6Q (16808.140000 sec): 3 clusters
  Score: Raw -271721.156270 + Penalty 2520.624330 = -269200.531940
  nChanged 30
		SP:Iteration 7Q (16808.150000 sec): 3 clusters
  Score: Raw -271737.691921 + Penalty 2520.624330 = -269217.067591
  nChanged 24
		SP:Iteration 8Q (16808.150000 sec): 3 clusters
  Score: Raw -271747.694344 + Penalty 2520.624330 = -269227.070014
  nChanged 19
		SP:Iteration 9Q (16808.160000 sec): 3 clusters
  Score: Raw -271754.740095 + Penalty 2520.624330 = -269234.115765
  nChanged 12
		SP:Iteration 10Q (16808.160000 sec): 3 clusters
  Score: Raw -271759.779456 + Penalty 2520.624330 = -269239.155126
  nChanged 15
		SP:Iteration 11Q (16808.170000 sec): 3 clusters
  Score: Raw -271768.150874 + Penalty 2520.624330 = -269247.526544
  nChanged 16
		SP:Iteration 12Q (16808.170000 sec): 3 clusters
  Score: Raw -271778.603484 + Penalty 2520.624330 = -269257.979154
  nChanged 25
		SP:Iteration 13Q (16808.180000 sec): 3 clusters
  Score: Raw -271791.637624 + Penalty 2520.624330 = -269271.013293
  nChanged 28
		SP:Iteration 14Q (16808.190000 sec): 3 clusters
  Score: Raw -271808.311047 + Penalty 2520.624330 = -269287.686717
  nChanged 36
		SP:Iteration 15Q (16808.190000 sec): 3 clusters
  Score: Raw -271826.156858 + Penalty 2520.624330 = -269305.532528
  nChanged 28
		SP:Iteration 16Q (16808.190000 sec): 3 clusters
  Score: Raw -271843.338164 + Penalty 2520.624330 = -269322.713834
  nChanged 34
		SP:Iteration 17Q (16808.200000 sec): 3 clusters
  Score: Raw -271867.286104 + Penalty 2520.624330 = -269346.661773
  nChanged 34
		SP:Iteration 18Q (16808.210000 sec): 3 clusters
  Score: Raw -271887.286462 + Penalty 2520.624330 = -269366.662131
  nChanged 38
		SP:Iteration 19Q (16808.210000 sec): 3 clusters
  Score: Raw -271917.327885 + Penalty 2520.624330 = -269396.703555
  nChanged 43
		SP:Iteration 20F (16808.220000 sec): 3 clusters
  Score: Raw -271949.070999 + Penalty 2520.624330 = -269428.446669
  nChanged 45
		SP:Iteration 21Q (16808.220000 sec): 3 clusters
  Score: Raw -271976.657158 + Penalty 2520.624330 = -269456.032827
  nChanged 42
		SP:Iteration 22Q (16808.230000 sec): 3 clusters
  Score: Raw -272000.897919 + Penalty 2520.624330 = -269480.273588
  nChanged 42
		SP:Iteration 23Q (16808.230000 sec): 3 clusters
  Score: Raw -272028.970649 + Penalty 2520.624330 = -269508.346318
  nChanged 32
		SP:Iteration 24Q (16808.240000 sec): 3 clusters
  Score: Raw -272053.532106 + Penalty 2520.624330 = -269532.907776
  nChanged 27
		SP:Iteration 25Q (16808.250000 sec): 3 clusters
  Score: Raw -272073.116418 + Penalty 2520.624330 = -269552.492088
  nChanged 25
		SP:Iteration 26Q (16808.250000 sec): 3 clusters
  Score: Raw -272090.921449 + Penalty 2520.624330 = -269570.297119
  nChanged 25
		SP:Iteration 27Q (16808.260000 sec): 3 clusters
  Score: Raw -272106.739317 + Penalty 2520.624330 = -269586.114987
  nChanged 23
		SP:Iteration 28Q (16808.260000 sec): 3 clusters
  Score: Raw -272119.782177 + Penalty 2520.624330 = -269599.157847
  nChanged 15
		SP:Iteration 29Q (16808.270000 sec): 3 clusters
  Score: Raw -272129.085447 + Penalty 2520.624330 = -269608.461116
  nChanged 12
		SP:Iteration 30Q (16808.270000 sec): 3 clusters
  Score: Raw -272136.471832 + Penalty 2520.624330 = -269615.847502
  nChanged 12
		SP:Iteration 31Q (16808.280000 sec): 3 clusters
  Score: Raw -272143.683489 + Penalty 2520.624330 = -269623.059159
  nChanged 12
		SP:Iteration 32Q (16808.280000 sec): 3 clusters
  Score: Raw -272151.079131 + Penalty 2520.624330 = -269630.454801
  nChanged 7
		SP:Iteration 33Q (16808.290000 sec): 3 clusters
  Score: Raw -272156.741450 + Penalty 2520.624330 = -269636.117120
  nChanged 9
		SP:Iteration 34Q (16808.290000 sec): 3 clusters
  Score: Raw -272163.032838 + Penalty 2520.624330 = -269642.408508
  nChanged 8
		SP:Iteration 35Q (16808.300000 sec): 3 clusters
  Score: Raw -272171.902082 + Penalty 2520.624330 = -269651.277752
  nChanged 15
		SP:Iteration 36Q (16808.300000 sec): 3 clusters
  Score: Raw -272188.312071 + Penalty 2520.624330 = -269667.687740
  nChanged 13
		SP:Iteration 37Q (16808.310000 sec): 3 clusters
  Score: Raw -272198.146376 + Penalty 2520.624330 = -269677.522045
  nChanged 10
		SP:Iteration 38Q (16808.310000 sec): 3 clusters
  Score: Raw -272203.848081 + Penalty 2520.624330 = -269683.223751
  nChanged 7
		SP:Iteration 39Q (16808.320000 sec): 3 clusters
  Score: Raw -272209.326569 + Penalty 2520.624330 = -269688.702239
  nChanged 10
		SP:Iteration 40F (16808.320000 sec): 3 clusters
  Score: Raw -272214.061339 + Penalty 2520.624330 = -269693.437009
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16808.330000 sec): 2 clusters
  Score: Raw -335879.591719 + Penalty 1311.522239 = -334568.069480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16808.340000 sec): 3 clusters
  Score: Raw -334360.127969 + Penalty 2623.044479 = -331737.083490
  nChanged 1167
		SP:Iteration 1F (16808.350000 sec): 3 clusters
  Score: Raw -335089.591635 + Penalty 2623.044479 = -332466.547156
  nChanged 256
		SP:Iteration 2F (16808.360000 sec): 3 clusters
  Score: Raw -335261.910139 + Penalty 2623.044479 = -332638.865660
  nChanged 185
		SP:Iteration 3F (16808.360000 sec): 3 clusters
  Score: Raw -335384.066669 + Penalty 2623.044479 = -332761.022191
  nChanged 139
		SP:Iteration 4Q (16808.370000 sec): 3 clusters
  Score: Raw -335469.956149 + Penalty 2623.044479 = -332846.911670
  nChanged 102
		SP:Iteration 5Q (16808.380000 sec): 3 clusters
  Score: Raw -335528.054582 + Penalty 2623.044479 = -332905.010103
  nChanged 93
		SP:Iteration 6Q (16808.390000 sec): 3 clusters
  Score: Raw -335576.806516 + Penalty 2623.044479 = -332953.762037
  nChanged 74
		SP:Iteration 7Q (16808.390000 sec): 3 clusters
  Score: Raw -335615.091502 + Penalty 2623.044479 = -332992.047023
  nChanged 68
		SP:Iteration 8Q (16808.400000 sec): 3 clusters
  Score: Raw -335651.061813 + Penalty 2623.044479 = -333028.017334
  nChanged 61
		SP:Iteration 9Q (16808.410000 sec): 3 clusters
  Score: Raw -335703.239126 + Penalty 2623.044479 = -333080.194647
  nChanged 75
		SP:Iteration 10Q (16808.410000 sec): 3 clusters
  Score: Raw -335757.308644 + Penalty 2623.044479 = -333134.264165
  nChanged 68
		SP:Iteration 11Q (16808.420000 sec): 3 clusters
  Score: Raw -335802.971450 + Penalty 2623.044479 = -333179.926971
  nChanged 60
		SP:Iteration 12Q (16808.430000 sec): 3 clusters
  Score: Raw -335842.758315 + Penalty 2623.044479 = -333219.713836
  nChanged 57
		SP:Iteration 13Q (16808.430000 sec): 3 clusters
  Score: Raw -335875.608123 + Penalty 2623.044479 = -333252.563645
  nChanged 54
		SP:Iteration 14Q (16808.440000 sec): 3 clusters
  Score: Raw -335903.552113 + Penalty 2623.044479 = -333280.507635
  nChanged 41
		SP:Iteration 15Q (16808.450000 sec): 3 clusters
  Score: Raw -335920.390990 + Penalty 2623.044479 = -333297.346511
  nChanged 35
		SP:Iteration 16Q (16808.460000 sec): 3 clusters
  Score: Raw -335932.601690 + Penalty 2623.044479 = -333309.557211
  nChanged 23
		SP:Iteration 17Q (16808.470000 sec): 3 clusters
  Score: Raw -335944.736123 + Penalty 2623.044479 = -333321.691645
  nChanged 27
		SP:Iteration 18Q (16808.470000 sec): 3 clusters
  Score: Raw -335954.661302 + Penalty 2623.044479 = -333331.616823
  nChanged 22
		SP:Iteration 19Q (16808.480000 sec): 3 clusters
  Score: Raw -335962.234074 + Penalty 2623.044479 = -333339.189595
  nChanged 14
		SP:Iteration 20F (16808.490000 sec): 3 clusters
  Score: Raw -335967.341819 + Penalty 2623.044479 = -333344.297341
  nChanged 13
		SP:Iteration 21Q (16808.490000 sec): 3 clusters
  Score: Raw -335971.912785 + Penalty 2623.044479 = -333348.868306
  nChanged 14
		SP:Iteration 22Q (16808.500000 sec): 3 clusters
  Score: Raw -335977.648441 + Penalty 2623.044479 = -333354.603962
  nChanged 11
		SP:Iteration 23Q (16808.510000 sec): 3 clusters
  Score: Raw -335981.473196 + Penalty 2623.044479 = -333358.428717
  nChanged 6
		SP:Iteration 24Q (16808.520000 sec): 3 clusters
  Score: Raw -335982.583865 + Penalty 2623.044479 = -333359.539386
  nChanged 4
		SP:Iteration 25Q (16808.530000 sec): 3 clusters
  Score: Raw -335983.844626 + Penalty 2623.044479 = -333360.800147
  nChanged 6
		SP:Iteration 26Q (16808.530000 sec): 3 clusters
  Score: Raw -335985.220248 + Penalty 2623.044479 = -333362.175769
  nChanged 3
		SP:Iteration 27Q (16808.540000 sec): 3 clusters
  Score: Raw -335985.847734 + Penalty 2623.044479 = -333362.803255
  nChanged 1
		SP:Iteration 28Q (16808.550000 sec): 3 clusters
  Score: Raw -335986.081775 + Penalty 2623.044479 = -333363.037296
  nChanged 1
		SP:Iteration 29Q (16808.550000 sec): 3 clusters
  Score: Raw -335986.588446 + Penalty 2623.044479 = -333363.543967
  nChanged 6
		SP:Iteration 30Q (16808.560000 sec): 3 clusters
  Score: Raw -335989.704195 + Penalty 2623.044479 = -333366.659717
  nChanged 10
		SP:Iteration 31Q (16808.570000 sec): 3 clusters
  Score: Raw -335992.527803 + Penalty 2623.044479 = -333369.483324
  nChanged 9
		SP:Iteration 32Q (16808.580000 sec): 3 clusters
  Score: Raw -335994.978908 + Penalty 2623.044479 = -333371.934429
  nChanged 6
		SP:Iteration 33Q (16808.580000 sec): 3 clusters
  Score: Raw -335996.163941 + Penalty 2623.044479 = -333373.119462
  nChanged 5
		SP:Iteration 34Q (16808.590000 sec): 3 clusters
  Score: Raw -335997.969833 + Penalty 2623.044479 = -333374.925354
  nChanged 4
		SP:Iteration 35Q (16808.600000 sec): 3 clusters
  Score: Raw -335999.253167 + Penalty 2623.044479 = -333376.208688
  nChanged 6
		SP:Iteration 36Q (16808.610000 sec): 3 clusters
  Score: Raw -336000.892052 + Penalty 2623.044479 = -333377.847573
  nChanged 1
		SP:Iteration 37Q (16808.610000 sec): 3 clusters
  Score: Raw -336001.127691 + Penalty 2623.044479 = -333378.083212
  nChanged 1
		SP:Iteration 38Q (16808.620000 sec): 3 clusters
  Score: Raw -336001.335345 + Penalty 2623.044479 = -333378.290866
  nChanged 0
		SP:Iteration 39F (16808.630000 sec): 3 clusters
  Score: Raw -336001.335345 + Penalty 2623.044479 = -333378.290866
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16808.660000 sec): 2 clusters
  Score: Raw -1160405.399329 + Penalty 1497.167081 = -1158908.232248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16808.680000 sec): 3 clusters
  Score: Raw -1154720.366565 + Penalty 2994.334161 = -1151726.032403
  nChanged 4305
		SP:Iteration 1F (16808.710000 sec): 3 clusters
  Score: Raw -1156951.922751 + Penalty 2994.334161 = -1153957.588590
  nChanged 617
		SP:Iteration 2F (16808.730000 sec): 3 clusters
  Score: Raw -1157207.564965 + Penalty 2994.334161 = -1154213.230804
  nChanged 547
		SP:Iteration 3F (16808.750000 sec): 3 clusters
  Score: Raw -1157454.629655 + Penalty 2994.334161 = -1154460.295494
  nChanged 542
		SP:Iteration 4F (16808.780000 sec): 3 clusters
  Score: Raw -1157751.855458 + Penalty 2994.334161 = -1154757.521297
  nChanged 594
		SP:Iteration 5F (16808.800000 sec): 3 clusters
  Score: Raw -1158127.836431 + Penalty 2994.334161 = -1155133.502270
  nChanged 633
		SP:Iteration 6F (16808.830000 sec): 3 clusters
  Score: Raw -1158564.189421 + Penalty 2994.334161 = -1155569.855260
  nChanged 643
		SP:Iteration 7F (16808.850000 sec): 3 clusters
  Score: Raw -1159034.282481 + Penalty 2994.334161 = -1156039.948319
  nChanged 582
		SP:Iteration 8F (16808.890000 sec): 3 clusters
  Score: Raw -1159432.736027 + Penalty 2994.334161 = -1156438.401866
  nChanged 457
		SP:Iteration 9Q (16808.910000 sec): 3 clusters
  Score: Raw -1159727.882948 + Penalty 2994.334161 = -1156733.548787
  nChanged 346
		SP:Iteration 10Q (16808.930000 sec): 3 clusters
  Score: Raw -1159965.421984 + Penalty 2994.334161 = -1156971.087822
  nChanged 256
		SP:Iteration 11Q (16808.960000 sec): 3 clusters
  Score: Raw -1160156.853851 + Penalty 2994.334161 = -1157162.519690
  nChanged 221
		SP:Iteration 12Q (16808.980000 sec): 3 clusters
  Score: Raw -1160331.973373 + Penalty 2994.334161 = -1157337.639211
  nChanged 199
		SP:Iteration 13Q (16809.010000 sec): 3 clusters
  Score: Raw -1160535.325195 + Penalty 2994.334161 = -1157540.991033
  nChanged 182
		SP:Iteration 14Q (16809.030000 sec): 3 clusters
  Score: Raw -1160732.340667 + Penalty 2994.334161 = -1157738.006505
  nChanged 146
		SP:Iteration 15Q (16809.050000 sec): 3 clusters
  Score: Raw -1160906.700915 + Penalty 2994.334161 = -1157912.366754
  nChanged 124
		SP:Iteration 16Q (16809.070000 sec): 3 clusters
  Score: Raw -1161038.408991 + Penalty 2994.334161 = -1158044.074829
  nChanged 94
		SP:Iteration 17Q (16809.090000 sec): 3 clusters
  Score: Raw -1161122.883993 + Penalty 2994.334161 = -1158128.549831
  nChanged 63
		SP:Iteration 18Q (16809.110000 sec): 3 clusters
  Score: Raw -1161175.744962 + Penalty 2994.334161 = -1158181.410801
  nChanged 48
		SP:Iteration 19Q (16809.130000 sec): 3 clusters
  Score: Raw -1161208.186659 + Penalty 2994.334161 = -1158213.852498
  nChanged 29
		SP:Iteration 20F (16809.150000 sec): 3 clusters
  Score: Raw -1161221.842682 + Penalty 2994.334161 = -1158227.508520
  nChanged 17
		SP:Iteration 21Q (16809.170000 sec): 3 clusters
  Score: Raw -1161226.907895 + Penalty 2994.334161 = -1158232.573733
  nChanged 9
		SP:Iteration 22Q (16809.190000 sec): 3 clusters
  Score: Raw -1161230.359838 + Penalty 2994.334161 = -1158236.025676
  nChanged 11
		SP:Iteration 23Q (16809.210000 sec): 3 clusters
  Score: Raw -1161233.074190 + Penalty 2994.334161 = -1158238.740028
  nChanged 6
		SP:Iteration 24Q (16809.230000 sec): 3 clusters
  Score: Raw -1161234.378970 + Penalty 2994.334161 = -1158240.044808
  nChanged 2
		SP:Iteration 25Q (16809.240000 sec): 3 clusters
  Score: Raw -1161234.685139 + Penalty 2994.334161 = -1158240.350977
  nChanged 1
		SP:Iteration 26Q (16809.260000 sec): 3 clusters
  Score: Raw -1161234.996975 + Penalty 2994.334161 = -1158240.662813
  nChanged 3
		SP:Iteration 27Q (16809.280000 sec): 3 clusters
  Score: Raw -1161236.480082 + Penalty 2994.334161 = -1158242.145921
  nChanged 3
		SP:Iteration 28Q (16809.300000 sec): 3 clusters
  Score: Raw -1161237.881264 + Penalty 2994.334161 = -1158243.547103
  nChanged 3
		SP:Iteration 29Q (16809.320000 sec): 3 clusters
  Score: Raw -1161238.730014 + Penalty 2994.334161 = -1158244.395853
  nChanged 2
		SP:Iteration 30Q (16809.330000 sec): 3 clusters
  Score: Raw -1161239.402474 + Penalty 2994.334161 = -1158245.068312
  nChanged 2
		SP:Iteration 31Q (16809.350000 sec): 3 clusters
  Score: Raw -1161240.016418 + Penalty 2994.334161 = -1158245.682257
  nChanged 1
		SP:Iteration 32Q (16809.370000 sec): 3 clusters
  Score: Raw -1161240.635098 + Penalty 2994.334161 = -1158246.300936
  nChanged 2
		SP:Iteration 33Q (16809.390000 sec): 3 clusters
  Score: Raw -1161241.694641 + Penalty 2994.334161 = -1158247.360479
  nChanged 3
		SP:Iteration 34Q (16809.410000 sec): 3 clusters
  Score: Raw -1161242.176585 + Penalty 2994.334161 = -1158247.842423
  nChanged 1
		SP:Iteration 35Q (16809.430000 sec): 3 clusters
  Score: Raw -1161242.433993 + Penalty 2994.334161 = -1158248.099832
  nChanged 1
		SP:Iteration 36Q (16809.450000 sec): 3 clusters
  Score: Raw -1161242.523582 + Penalty 2994.334161 = -1158248.189421
  nChanged 0
		SP:Iteration 37F (16809.470000 sec): 3 clusters
  Score: Raw -1161242.523582 + Penalty 2994.334161 = -1158248.189421
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16809.480000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16809.480000 sec): 3 clusters
  Score: Raw -30439.962155 + Penalty 1831.306621 = -28608.655534
  nChanged 51
		SP:Iteration 1F (16809.480000 sec): 3 clusters
  Score: Raw -30591.957384 + Penalty 1831.306621 = -28760.650763
  nChanged 14
		SP:Iteration 2Q (16809.480000 sec): 3 clusters
  Score: Raw -30658.203794 + Penalty 1831.306621 = -28826.897173
  nChanged 6
		SP:Iteration 3Q (16809.480000 sec): 3 clusters
  Score: Raw -30693.666864 + Penalty 1831.306621 = -28862.360243
  nChanged 6
		SP:Iteration 4Q (16809.480000 sec): 3 clusters
  Score: Raw -30714.392642 + Penalty 1831.306621 = -28883.086021
  nChanged 1
		SP:Iteration 5Q (16809.480000 sec): 3 clusters
  Score: Raw -30718.436805 + Penalty 1831.306621 = -28887.130184
  nChanged 1
		SP:Iteration 6Q (16809.480000 sec): 3 clusters
  Score: Raw -30722.921931 + Penalty 1831.306621 = -28891.615310
  nChanged 0
		SP:Iteration 7F (16809.480000 sec): 3 clusters
  Score: Raw -30722.921931 + Penalty 1831.306621 = -28891.615310
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16809.490000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16809.490000 sec): 3 clusters
  Score: Raw -51857.847719 + Penalty 2005.802694 = -49852.045025
  nChanged 133
		SP:Iteration 1F (16809.490000 sec): 3 clusters
  Score: Raw -52072.141917 + Penalty 2005.802694 = -50066.339223
  nChanged 40
		SP:Iteration 2F (16809.490000 sec): 3 clusters
  Score: Raw -52142.637661 + Penalty 2005.802694 = -50136.834966
  nChanged 12
		SP:Iteration 3Q (16809.490000 sec): 3 clusters
  Score: Raw -52179.951814 + Penalty 2005.802694 = -50174.149120
  nChanged 11
		SP:Iteration 4Q (16809.490000 sec): 3 clusters
  Score: Raw -52209.963195 + Penalty 2005.802694 = -50204.160500
  nChanged 8
		SP:Iteration 5Q (16809.490000 sec): 3 clusters
  Score: Raw -52255.148892 + Penalty 2005.802694 = -50249.346198
  nChanged 12
		SP:Iteration 6Q (16809.500000 sec): 3 clusters
  Score: Raw -52285.694974 + Penalty 2005.802694 = -50279.892280
  nChanged 9
		SP:Iteration 7Q (16809.500000 sec): 3 clusters
  Score: Raw -52299.883879 + Penalty 2005.802694 = -50294.081185
  nChanged 2
		SP:Iteration 8Q (16809.500000 sec): 3 clusters
  Score: Raw -52303.853751 + Penalty 2005.802694 = -50298.051057
  nChanged 3
		SP:Iteration 9Q (16809.500000 sec): 3 clusters
  Score: Raw -52308.778916 + Penalty 2005.802694 = -50302.976222
  nChanged 1
		SP:Iteration 10Q (16809.500000 sec): 3 clusters
  Score: Raw -52309.583799 + Penalty 2005.802694 = -50303.781105
  nChanged 0
		SP:Iteration 11F (16809.500000 sec): 3 clusters
  Score: Raw -52309.583799 + Penalty 2005.802694 = -50303.781105
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16809.520000 sec): 2 clusters
  Score: Raw -415250.284224 + Penalty 1337.901094 = -413912.383130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16809.530000 sec): 3 clusters
  Score: Raw -413400.929776 + Penalty 2675.802188 = -410725.127589
  nChanged 1417
		SP:Iteration 1F (16809.530000 sec): 3 clusters
  Score: Raw -414181.378583 + Penalty 2675.802188 = -411505.576395
  nChanged 283
		SP:Iteration 2F (16809.550000 sec): 3 clusters
  Score: Raw -414313.003035 + Penalty 2675.802188 = -411637.200847
  nChanged 162
		SP:Iteration 3Q (16809.550000 sec): 3 clusters
  Score: Raw -414402.433191 + Penalty 2675.802188 = -411726.631003
  nChanged 146
		SP:Iteration 4Q (16809.560000 sec): 3 clusters
  Score: Raw -414474.589740 + Penalty 2675.802188 = -411798.787552
  nChanged 120
		SP:Iteration 5Q (16809.570000 sec): 3 clusters
  Score: Raw -414539.623398 + Penalty 2675.802188 = -411863.821210
  nChanged 95
		SP:Iteration 6Q (16809.580000 sec): 3 clusters
  Score: Raw -414586.289875 + Penalty 2675.802188 = -411910.487687
  nChanged 109
		SP:Iteration 7Q (16809.590000 sec): 3 clusters
  Score: Raw -414639.982162 + Penalty 2675.802188 = -411964.179975
  nChanged 93
		SP:Iteration 8Q (16809.600000 sec): 3 clusters
  Score: Raw -414688.773157 + Penalty 2675.802188 = -412012.970970
  nChanged 88
		SP:Iteration 9Q (16809.610000 sec): 3 clusters
  Score: Raw -414725.473051 + Penalty 2675.802188 = -412049.670863
  nChanged 82
		SP:Iteration 10Q (16809.620000 sec): 3 clusters
  Score: Raw -414757.285417 + Penalty 2675.802188 = -412081.483229
  nChanged 65
		SP:Iteration 11Q (16809.630000 sec): 3 clusters
  Score: Raw -414784.153087 + Penalty 2675.802188 = -412108.350899
  nChanged 67
		SP:Iteration 12Q (16809.640000 sec): 3 clusters
  Score: Raw -414810.148764 + Penalty 2675.802188 = -412134.346576
  nChanged 65
		SP:Iteration 13Q (16809.650000 sec): 3 clusters
  Score: Raw -414834.931473 + Penalty 2675.802188 = -412159.129285
  nChanged 38
		SP:Iteration 14Q (16809.650000 sec): 3 clusters
  Score: Raw -414849.314991 + Penalty 2675.802188 = -412173.512803
  nChanged 41
		SP:Iteration 15Q (16809.660000 sec): 3 clusters
  Score: Raw -414863.088905 + Penalty 2675.802188 = -412187.286717
  nChanged 45
		SP:Iteration 16Q (16809.670000 sec): 3 clusters
  Score: Raw -414883.351268 + Penalty 2675.802188 = -412207.549080
  nChanged 49
		SP:Iteration 17Q (16809.680000 sec): 3 clusters
  Score: Raw -414906.646712 + Penalty 2675.802188 = -412230.844525
  nChanged 57
		SP:Iteration 18Q (16809.690000 sec): 3 clusters
  Score: Raw -414932.847416 + Penalty 2675.802188 = -412257.045228
  nChanged 49
		SP:Iteration 19Q (16809.700000 sec): 3 clusters
  Score: Raw -414953.210115 + Penalty 2675.802188 = -412277.407928
  nChanged 51
		SP:Iteration 20F (16809.710000 sec): 3 clusters
  Score: Raw -414972.556647 + Penalty 2675.802188 = -412296.754460
  nChanged 51
		SP:Iteration 21Q (16809.720000 sec): 3 clusters
  Score: Raw -414991.951548 + Penalty 2675.802188 = -412316.149361
  nChanged 44
		SP:Iteration 22Q (16809.730000 sec): 3 clusters
  Score: Raw -415012.153571 + Penalty 2675.802188 = -412336.351383
  nChanged 46
		SP:Iteration 23Q (16809.730000 sec): 3 clusters
  Score: Raw -415031.983886 + Penalty 2675.802188 = -412356.181698
  nChanged 38
		SP:Iteration 24Q (16809.740000 sec): 3 clusters
  Score: Raw -415046.311398 + Penalty 2675.802188 = -412370.509210
  nChanged 41
		SP:Iteration 25Q (16809.750000 sec): 3 clusters
  Score: Raw -415060.991170 + Penalty 2675.802188 = -412385.188982
  nChanged 32
		SP:Iteration 26Q (16809.760000 sec): 3 clusters
  Score: Raw -415072.053741 + Penalty 2675.802188 = -412396.251553
  nChanged 28
		SP:Iteration 27Q (16809.770000 sec): 3 clusters
  Score: Raw -415081.628302 + Penalty 2675.802188 = -412405.826114
  nChanged 22
		SP:Iteration 28Q (16809.780000 sec): 3 clusters
  Score: Raw -415088.510147 + Penalty 2675.802188 = -412412.707959
  nChanged 16
		SP:Iteration 29Q (16809.790000 sec): 3 clusters
  Score: Raw -415095.246290 + Penalty 2675.802188 = -412419.444103
  nChanged 14
		SP:Iteration 30Q (16809.800000 sec): 3 clusters
  Score: Raw -415099.092940 + Penalty 2675.802188 = -412423.290752
  nChanged 7
		SP:Iteration 31Q (16809.810000 sec): 3 clusters
  Score: Raw -415101.065444 + Penalty 2675.802188 = -412425.263256
  nChanged 10
		SP:Iteration 32Q (16809.810000 sec): 3 clusters
  Score: Raw -415103.547310 + Penalty 2675.802188 = -412427.745122
  nChanged 3
		SP:Iteration 33Q (16809.830000 sec): 3 clusters
  Score: Raw -415104.844863 + Penalty 2675.802188 = -412429.042675
  nChanged 5
		SP:Iteration 34Q (16809.830000 sec): 3 clusters
  Score: Raw -415105.930225 + Penalty 2675.802188 = -412430.128037
  nChanged 6
		SP:Iteration 35Q (16809.840000 sec): 3 clusters
  Score: Raw -415107.783711 + Penalty 2675.802188 = -412431.981524
  nChanged 6
		SP:Iteration 36Q (16809.850000 sec): 3 clusters
  Score: Raw -415108.927767 + Penalty 2675.802188 = -412433.125579
  nChanged 3
		SP:Iteration 37Q (16809.860000 sec): 3 clusters
  Score: Raw -415109.440061 + Penalty 2675.802188 = -412433.637873
  nChanged 0
		SP:Iteration 38F (16809.870000 sec): 3 clusters
  Score: Raw -415109.440061 + Penalty 2675.802188 = -412433.637873
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16809.890000 sec): 2 clusters
  Score: Raw -734968.306795 + Penalty 1424.310929 = -733543.995867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16809.910000 sec): 3 clusters
  Score: Raw -731583.563063 + Penalty 2848.621857 = -728734.941205
  nChanged 2660
		SP:Iteration 1F (16809.920000 sec): 3 clusters
  Score: Raw -733211.106037 + Penalty 2848.621857 = -730362.484179
  nChanged 576
		SP:Iteration 2F (16809.940000 sec): 3 clusters
  Score: Raw -733656.018100 + Penalty 2848.621857 = -730807.396243
  nChanged 518
		SP:Iteration 3F (16809.950000 sec): 3 clusters
  Score: Raw -734030.435029 + Penalty 2848.621857 = -731181.813172
  nChanged 428
		SP:Iteration 4F (16809.970000 sec): 3 clusters
  Score: Raw -734336.382461 + Penalty 2848.621857 = -731487.760603
  nChanged 367
		SP:Iteration 5F (16809.990000 sec): 3 clusters
  Score: Raw -734559.577344 + Penalty 2848.621857 = -731710.955487
  nChanged 288
		SP:Iteration 6Q (16810.000000 sec): 3 clusters
  Score: Raw -734734.644850 + Penalty 2848.621857 = -731886.022992
  nChanged 246
		SP:Iteration 7Q (16810.020000 sec): 3 clusters
  Score: Raw -734883.843160 + Penalty 2848.621857 = -732035.221303
  nChanged 221
		SP:Iteration 8Q (16810.030000 sec): 3 clusters
  Score: Raw -735008.389032 + Penalty 2848.621857 = -732159.767175
  nChanged 158
		SP:Iteration 9Q (16810.050000 sec): 3 clusters
  Score: Raw -735092.649438 + Penalty 2848.621857 = -732244.027581
  nChanged 124
		SP:Iteration 10Q (16810.060000 sec): 3 clusters
  Score: Raw -735156.986682 + Penalty 2848.621857 = -732308.364824
  nChanged 113
		SP:Iteration 11Q (16810.080000 sec): 3 clusters
  Score: Raw -735213.012194 + Penalty 2848.621857 = -732364.390337
  nChanged 106
		SP:Iteration 12Q (16810.090000 sec): 3 clusters
  Score: Raw -735267.482492 + Penalty 2848.621857 = -732418.860635
  nChanged 95
		SP:Iteration 13Q (16810.110000 sec): 3 clusters
  Score: Raw -735321.445266 + Penalty 2848.621857 = -732472.823409
  nChanged 76
		SP:Iteration 14Q (16810.130000 sec): 3 clusters
  Score: Raw -735359.140954 + Penalty 2848.621857 = -732510.519097
  nChanged 64
		SP:Iteration 15Q (16810.140000 sec): 3 clusters
  Score: Raw -735391.399156 + Penalty 2848.621857 = -732542.777299
  nChanged 63
		SP:Iteration 16Q (16810.160000 sec): 3 clusters
  Score: Raw -735419.408640 + Penalty 2848.621857 = -732570.786783
  nChanged 54
		SP:Iteration 17Q (16810.170000 sec): 3 clusters
  Score: Raw -735448.864768 + Penalty 2848.621857 = -732600.242911
  nChanged 50
		SP:Iteration 18Q (16810.190000 sec): 3 clusters
  Score: Raw -735478.280277 + Penalty 2848.621857 = -732629.658419
  nChanged 48
		SP:Iteration 19Q (16810.200000 sec): 3 clusters
  Score: Raw -735502.141586 + Penalty 2848.621857 = -732653.519729
  nChanged 36
		SP:Iteration 20F (16810.220000 sec): 3 clusters
  Score: Raw -735520.468064 + Penalty 2848.621857 = -732671.846206
  nChanged 24
		SP:Iteration 21Q (16810.230000 sec): 3 clusters
  Score: Raw -735533.324575 + Penalty 2848.621857 = -732684.702718
  nChanged 20
		SP:Iteration 22Q (16810.250000 sec): 3 clusters
  Score: Raw -735543.187896 + Penalty 2848.621857 = -732694.566039
  nChanged 13
		SP:Iteration 23Q (16810.270000 sec): 3 clusters
  Score: Raw -735550.678902 + Penalty 2848.621857 = -732702.057045
  nChanged 10
		SP:Iteration 24Q (16810.280000 sec): 3 clusters
  Score: Raw -735556.274266 + Penalty 2848.621857 = -732707.652408
  nChanged 6
		SP:Iteration 25Q (16810.290000 sec): 3 clusters
  Score: Raw -735558.796644 + Penalty 2848.621857 = -732710.174786
  nChanged 4
		SP:Iteration 26Q (16810.310000 sec): 3 clusters
  Score: Raw -735561.686197 + Penalty 2848.621857 = -732713.064339
  nChanged 5
		SP:Iteration 27Q (16810.330000 sec): 3 clusters
  Score: Raw -735564.229057 + Penalty 2848.621857 = -732715.607200
  nChanged 7
		SP:Iteration 28Q (16810.340000 sec): 3 clusters
  Score: Raw -735568.333869 + Penalty 2848.621857 = -732719.712011
  nChanged 4
		SP:Iteration 29Q (16810.350000 sec): 3 clusters
  Score: Raw -735570.036050 + Penalty 2848.621857 = -732721.414193
  nChanged 3
		SP:Iteration 30Q (16810.370000 sec): 3 clusters
  Score: Raw -735571.855529 + Penalty 2848.621857 = -732723.233672
  nChanged 4
		SP:Iteration 31Q (16810.390000 sec): 3 clusters
  Score: Raw -735573.503025 + Penalty 2848.621857 = -732724.881168
  nChanged 5
		SP:Iteration 32Q (16810.400000 sec): 3 clusters
  Score: Raw -735575.155993 + Penalty 2848.621857 = -732726.534136
  nChanged 3
		SP:Iteration 33Q (16810.410000 sec): 3 clusters
  Score: Raw -735577.168927 + Penalty 2848.621857 = -732728.547070
  nChanged 5
		SP:Iteration 34Q (16810.430000 sec): 3 clusters
  Score: Raw -735579.177825 + Penalty 2848.621857 = -732730.555968
  nChanged 5
		SP:Iteration 35Q (16810.450000 sec): 3 clusters
  Score: Raw -735583.655244 + Penalty 2848.621857 = -732735.033387
  nChanged 7
		SP:Iteration 36Q (16810.460000 sec): 3 clusters
  Score: Raw -735588.712275 + Penalty 2848.621857 = -732740.090418
  nChanged 8
		SP:Iteration 37Q (16810.470000 sec): 3 clusters
  Score: Raw -735592.765282 + Penalty 2848.621857 = -732744.143425
  nChanged 2
		SP:Iteration 38Q (16810.490000 sec): 3 clusters
  Score: Raw -735593.490039 + Penalty 2848.621857 = -732744.868181
  nChanged 1
		SP:Iteration 39Q (16810.510000 sec): 3 clusters
  Score: Raw -735593.627822 + Penalty 2848.621857 = -732745.005965
  nChanged 0
		SP:Iteration 40F (16810.520000 sec): 3 clusters
  Score: Raw -735593.627822 + Penalty 2848.621857 = -732745.005965
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16810.530000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16810.530000 sec): 3 clusters
  Score: Raw -61113.242740 + Penalty 2039.909134 = -59073.333606
  nChanged 124
		SP:Iteration 1F (16810.530000 sec): 3 clusters
  Score: Raw -61271.033993 + Penalty 2039.909134 = -59231.124859
  nChanged 26
		SP:Iteration 2Q (16810.530000 sec): 3 clusters
  Score: Raw -61315.627845 + Penalty 2039.909134 = -59275.718711
  nChanged 15
		SP:Iteration 3Q (16810.530000 sec): 3 clusters
  Score: Raw -61337.715997 + Penalty 2039.909134 = -59297.806863
  nChanged 11
		SP:Iteration 4Q (16810.540000 sec): 3 clusters
  Score: Raw -61350.133668 + Penalty 2039.909134 = -59310.224534
  nChanged 5
		SP:Iteration 5Q (16810.540000 sec): 3 clusters
  Score: Raw -61358.393936 + Penalty 2039.909134 = -59318.484802
  nChanged 2
		SP:Iteration 6Q (16810.540000 sec): 3 clusters
  Score: Raw -61360.689918 + Penalty 2039.909134 = -59320.780784
  nChanged 2
		SP:Iteration 7Q (16810.540000 sec): 3 clusters
  Score: Raw -61364.051953 + Penalty 2039.909134 = -59324.142819
  nChanged 4
		SP:Iteration 8Q (16810.540000 sec): 3 clusters
  Score: Raw -61373.940774 + Penalty 2039.909134 = -59334.031640
  nChanged 2
		SP:Iteration 9Q (16810.540000 sec): 3 clusters
  Score: Raw -61374.848771 + Penalty 2039.909134 = -59334.939637
  nChanged 1
		SP:Iteration 10Q (16810.550000 sec): 3 clusters
  Score: Raw -61376.107807 + Penalty 2039.909134 = -59336.198673
  nChanged 0
		SP:Iteration 11F (16810.550000 sec): 3 clusters
  Score: Raw -61376.107807 + Penalty 2039.909134 = -59336.198673
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16810.560000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16810.570000 sec): 3 clusters
  Score: Raw -543412.755059 + Penalty 2753.531628 = -540659.223432
  nChanged 1939
		SP:Iteration 1F (16810.590000 sec): 3 clusters
  Score: Raw -544437.364275 + Penalty 2753.531628 = -541683.832648
  nChanged 341
		SP:Iteration 2F (16810.600000 sec): 3 clusters
  Score: Raw -544629.158006 + Penalty 2753.531628 = -541875.626378
  nChanged 259
		SP:Iteration 3F (16810.610000 sec): 3 clusters
  Score: Raw -544775.038371 + Penalty 2753.531628 = -542021.506743
  nChanged 216
		SP:Iteration 4Q (16810.620000 sec): 3 clusters
  Score: Raw -544887.832266 + Penalty 2753.531628 = -542134.300638
  nChanged 177
		SP:Iteration 5Q (16810.630000 sec): 3 clusters
  Score: Raw -544974.915646 + Penalty 2753.531628 = -542221.384019
  nChanged 155
		SP:Iteration 6Q (16810.640000 sec): 3 clusters
  Score: Raw -545041.530713 + Penalty 2753.531628 = -542287.999085
  nChanged 119
		SP:Iteration 7Q (16810.650000 sec): 3 clusters
  Score: Raw -545092.966768 + Penalty 2753.531628 = -542339.435140
  nChanged 99
		SP:Iteration 8Q (16810.670000 sec): 3 clusters
  Score: Raw -545129.297374 + Penalty 2753.531628 = -542375.765746
  nChanged 87
		SP:Iteration 9Q (16810.680000 sec): 3 clusters
  Score: Raw -545164.933165 + Penalty 2753.531628 = -542411.401537
  nChanged 97
		SP:Iteration 10Q (16810.690000 sec): 3 clusters
  Score: Raw -545201.491418 + Penalty 2753.531628 = -542447.959790
  nChanged 94
		SP:Iteration 11Q (16810.700000 sec): 3 clusters
  Score: Raw -545238.160679 + Penalty 2753.531628 = -542484.629051
  nChanged 77
		SP:Iteration 12Q (16810.710000 sec): 3 clusters
  Score: Raw -545268.758515 + Penalty 2753.531628 = -542515.226887
  nChanged 84
		SP:Iteration 13Q (16810.730000 sec): 3 clusters
  Score: Raw -545311.937181 + Penalty 2753.531628 = -542558.405553
  nChanged 112
		SP:Iteration 14Q (16810.740000 sec): 3 clusters
  Score: Raw -545365.354713 + Penalty 2753.531628 = -542611.823085
  nChanged 94
		SP:Iteration 15Q (16810.750000 sec): 3 clusters
  Score: Raw -545416.270655 + Penalty 2753.531628 = -542662.739027
  nChanged 109
		SP:Iteration 16Q (16810.760000 sec): 3 clusters
  Score: Raw -545468.164786 + Penalty 2753.531628 = -542714.633159
  nChanged 107
		SP:Iteration 17Q (16810.770000 sec): 3 clusters
  Score: Raw -545521.292208 + Penalty 2753.531628 = -542767.760581
  nChanged 104
		SP:Iteration 18Q (16810.780000 sec): 3 clusters
  Score: Raw -545572.436688 + Penalty 2753.531628 = -542818.905060
  nChanged 116
		SP:Iteration 19Q (16810.790000 sec): 3 clusters
  Score: Raw -545635.710974 + Penalty 2753.531628 = -542882.179346
  nChanged 116
		SP:Iteration 20F (16810.810000 sec): 3 clusters
  Score: Raw -545692.802736 + Penalty 2753.531628 = -542939.271108
  nChanged 115
		SP:Iteration 21Q (16810.810000 sec): 3 clusters
  Score: Raw -545761.852667 + Penalty 2753.531628 = -543008.321039
  nChanged 124
		SP:Iteration 22Q (16810.830000 sec): 3 clusters
  Score: Raw -545824.663425 + Penalty 2753.531628 = -543071.131797
  nChanged 115
		SP:Iteration 23Q (16810.840000 sec): 3 clusters
  Score: Raw -545892.727057 + Penalty 2753.531628 = -543139.195429
  nChanged 108
		SP:Iteration 24Q (16810.850000 sec): 3 clusters
  Score: Raw -545962.495544 + Penalty 2753.531628 = -543208.963916
  nChanged 110
		SP:Iteration 25Q (16810.860000 sec): 3 clusters
  Score: Raw -546046.790822 + Penalty 2753.531628 = -543293.259194
  nChanged 118
		SP:Iteration 26Q (16810.870000 sec): 3 clusters
  Score: Raw -546120.115748 + Penalty 2753.531628 = -543366.584121
  nChanged 95
		SP:Iteration 27Q (16810.880000 sec): 3 clusters
  Score: Raw -546165.552321 + Penalty 2753.531628 = -543412.020693
  nChanged 76
		SP:Iteration 28Q (16810.890000 sec): 3 clusters
  Score: Raw -546196.275010 + Penalty 2753.531628 = -543442.743382
  nChanged 61
		SP:Iteration 29Q (16810.900000 sec): 3 clusters
  Score: Raw -546222.361493 + Penalty 2753.531628 = -543468.829865
  nChanged 48
		SP:Iteration 30Q (16810.910000 sec): 3 clusters
  Score: Raw -546242.224249 + Penalty 2753.531628 = -543488.692621
  nChanged 32
		SP:Iteration 31Q (16810.930000 sec): 3 clusters
  Score: Raw -546256.039131 + Penalty 2753.531628 = -543502.507503
  nChanged 35
		SP:Iteration 32Q (16810.930000 sec): 3 clusters
  Score: Raw -546268.604361 + Penalty 2753.531628 = -543515.072733
  nChanged 21
		SP:Iteration 33Q (16810.950000 sec): 3 clusters
  Score: Raw -546275.049795 + Penalty 2753.531628 = -543521.518167
  nChanged 20
		SP:Iteration 34Q (16810.960000 sec): 3 clusters
  Score: Raw -546280.119710 + Penalty 2753.531628 = -543526.588082
  nChanged 11
		SP:Iteration 35Q (16810.970000 sec): 3 clusters
  Score: Raw -546282.222590 + Penalty 2753.531628 = -543528.690962
  nChanged 13
		SP:Iteration 36Q (16810.980000 sec): 3 clusters
  Score: Raw -546285.000544 + Penalty 2753.531628 = -543531.468916
  nChanged 14
		SP:Iteration 37Q (16810.990000 sec): 3 clusters
  Score: Raw -546288.983600 + Penalty 2753.531628 = -543535.451972
  nChanged 16
		SP:Iteration 38Q (16811.000000 sec): 3 clusters
  Score: Raw -546291.921951 + Penalty 2753.531628 = -543538.390323
  nChanged 6
		SP:Iteration 39Q (16811.010000 sec): 3 clusters
  Score: Raw -546293.000987 + Penalty 2753.531628 = -543539.469359
  nChanged 2
		SP:Iteration 40F (16811.020000 sec): 3 clusters
  Score: Raw -546293.382258 + Penalty 2753.531628 = -543539.850630
  nChanged 2
		SP:Iteration 41Q (16811.030000 sec): 3 clusters
  Score: Raw -546293.863277 + Penalty 2753.531628 = -543540.331649
  nChanged 3
		SP:Iteration 42Q (16811.040000 sec): 3 clusters
  Score: Raw -546294.226197 + Penalty 2753.531628 = -543540.694569
  nChanged 2
		SP:Iteration 43Q (16811.050000 sec): 3 clusters
  Score: Raw -546294.533333 + Penalty 2753.531628 = -543541.001705
  nChanged 1
		SP:Iteration 44Q (16811.070000 sec): 3 clusters
  Score: Raw -546294.799989 + Penalty 2753.531628 = -543541.268361
  nChanged 2
		SP:Iteration 45Q (16811.070000 sec): 3 clusters
  Score: Raw -546295.421871 + Penalty 2753.531628 = -543541.890243
  nChanged 2
		SP:Iteration 46Q (16811.090000 sec): 3 clusters
  Score: Raw -546295.820313 + Penalty 2753.531628 = -543542.288685
  nChanged 2
		SP:Iteration 47Q (16811.100000 sec): 3 clusters
  Score: Raw -546296.186546 + Penalty 2753.531628 = -543542.654918
  nChanged 3
		SP:Iteration 48Q (16811.110000 sec): 3 clusters
  Score: Raw -546296.940128 + Penalty 2753.531628 = -543543.408500
  nChanged 2
		SP:Iteration 49Q (16811.120000 sec): 3 clusters
  Score: Raw -546297.420300 + Penalty 2753.531628 = -543543.888673
  nChanged 0
		SP:Iteration 50F (16811.130000 sec): 3 clusters
  Score: Raw -546297.420300 + Penalty 2753.531628 = -543543.888673
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16811.140000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16811.140000 sec): 3 clusters
  Score: Raw -42427.266211 + Penalty 1938.997690 = -40488.268521
  nChanged 75
		SP:Iteration 1F (16811.140000 sec): 3 clusters
  Score: Raw -42592.183620 + Penalty 1938.997690 = -40653.185929
  nChanged 35
		SP:Iteration 2F (16811.140000 sec): 3 clusters
  Score: Raw -42668.243538 + Penalty 1938.997690 = -40729.245848
  nChanged 8
		SP:Iteration 3Q (16811.140000 sec): 3 clusters
  Score: Raw -42694.837916 + Penalty 1938.997690 = -40755.840226
  nChanged 6
		SP:Iteration 4Q (16811.140000 sec): 3 clusters
  Score: Raw -42708.624175 + Penalty 1938.997690 = -40769.626485
  nChanged 4
		SP:Iteration 5Q (16811.140000 sec): 3 clusters
  Score: Raw -42715.268783 + Penalty 1938.997690 = -40776.271093
  nChanged 1
		SP:Iteration 6Q (16811.140000 sec): 3 clusters
  Score: Raw -42716.925518 + Penalty 1938.997690 = -40777.927827
  nChanged 0
		SP:Iteration 7F (16811.150000 sec): 3 clusters
  Score: Raw -42716.925518 + Penalty 1938.997690 = -40777.927827
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16811.150000 sec): 2 clusters
  Score: Raw -204183.311846 + Penalty 1231.282314 = -202952.029533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16811.160000 sec): 3 clusters
  Score: Raw -203356.381735 + Penalty 2462.564628 = -200893.817107
  nChanged 704
		SP:Iteration 1F (16811.160000 sec): 3 clusters
  Score: Raw -203908.213324 + Penalty 2462.564628 = -201445.648696
  nChanged 198
		SP:Iteration 2F (16811.170000 sec): 3 clusters
  Score: Raw -204172.393316 + Penalty 2462.564628 = -201709.828688
  nChanged 153
		SP:Iteration 3F (16811.170000 sec): 3 clusters
  Score: Raw -204405.710417 + Penalty 2462.564628 = -201943.145789
  nChanged 128
		SP:Iteration 4F (16811.180000 sec): 3 clusters
  Score: Raw -204590.620018 + Penalty 2462.564628 = -202128.055390
  nChanged 121
		SP:Iteration 5F (16811.180000 sec): 3 clusters
  Score: Raw -204741.644989 + Penalty 2462.564628 = -202279.080361
  nChanged 95
		SP:Iteration 6Q (16811.190000 sec): 3 clusters
  Score: Raw -204855.450314 + Penalty 2462.564628 = -202392.885687
  nChanged 88
		SP:Iteration 7Q (16811.190000 sec): 3 clusters
  Score: Raw -204962.350380 + Penalty 2462.564628 = -202499.785753
  nChanged 63
		SP:Iteration 8Q (16811.190000 sec): 3 clusters
  Score: Raw -205021.968587 + Penalty 2462.564628 = -202559.403960
  nChanged 35
		SP:Iteration 9Q (16811.200000 sec): 3 clusters
  Score: Raw -205046.564602 + Penalty 2462.564628 = -202583.999974
  nChanged 18
		SP:Iteration 10Q (16811.200000 sec): 3 clusters
  Score: Raw -205061.108213 + Penalty 2462.564628 = -202598.543586
  nChanged 10
		SP:Iteration 11Q (16811.210000 sec): 3 clusters
  Score: Raw -205069.749881 + Penalty 2462.564628 = -202607.185253
  nChanged 11
		SP:Iteration 12Q (16811.210000 sec): 3 clusters
  Score: Raw -205084.155516 + Penalty 2462.564628 = -202621.590889
  nChanged 14
		SP:Iteration 13Q (16811.210000 sec): 3 clusters
  Score: Raw -205103.783525 + Penalty 2462.564628 = -202641.218897
  nChanged 9
		SP:Iteration 14Q (16811.220000 sec): 3 clusters
  Score: Raw -205113.296703 + Penalty 2462.564628 = -202650.732076
  nChanged 9
		SP:Iteration 15Q (16811.230000 sec): 3 clusters
  Score: Raw -205121.294181 + Penalty 2462.564628 = -202658.729554
  nChanged 3
		SP:Iteration 16Q (16811.230000 sec): 3 clusters
  Score: Raw -205122.844844 + Penalty 2462.564628 = -202660.280217
  nChanged 2
		SP:Iteration 17Q (16811.230000 sec): 3 clusters
  Score: Raw -205125.420237 + Penalty 2462.564628 = -202662.855609
  nChanged 7
		SP:Iteration 18Q (16811.230000 sec): 3 clusters
  Score: Raw -205131.586251 + Penalty 2462.564628 = -202669.021623
  nChanged 7
		SP:Iteration 19Q (16811.240000 sec): 3 clusters
  Score: Raw -205135.268504 + Penalty 2462.564628 = -202672.703877
  nChanged 12
		SP:Iteration 20F (16811.250000 sec): 3 clusters
  Score: Raw -205144.904315 + Penalty 2462.564628 = -202682.339687
  nChanged 11
		SP:Iteration 21Q (16811.250000 sec): 3 clusters
  Score: Raw -205152.557802 + Penalty 2462.564628 = -202689.993174
  nChanged 7
		SP:Iteration 22Q (16811.250000 sec): 3 clusters
  Score: Raw -205158.503955 + Penalty 2462.564628 = -202695.939328
  nChanged 7
		SP:Iteration 23Q (16811.260000 sec): 3 clusters
  Score: Raw -205162.113312 + Penalty 2462.564628 = -202699.548684
  nChanged 4
		SP:Iteration 24Q (16811.260000 sec): 3 clusters
  Score: Raw -205165.135236 + Penalty 2462.564628 = -202702.570608
  nChanged 1
		SP:Iteration 25Q (16811.270000 sec): 3 clusters
  Score: Raw -205166.212582 + Penalty 2462.564628 = -202703.647955
  nChanged 3
		SP:Iteration 26Q (16811.270000 sec): 3 clusters
  Score: Raw -205167.033814 + Penalty 2462.564628 = -202704.469186
  nChanged 0
		SP:Iteration 27F (16811.270000 sec): 3 clusters
  Score: Raw -205167.033814 + Penalty 2462.564628 = -202704.469186
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16811.290000 sec): 2 clusters
  Score: Raw -318863.849937 + Penalty 1303.454129 = -317560.395808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16811.290000 sec): 3 clusters
  Score: Raw -317392.040425 + Penalty 2606.908259 = -314785.132167
  nChanged 1186
		SP:Iteration 1F (16811.300000 sec): 3 clusters
  Score: Raw -318300.719651 + Penalty 2606.908259 = -315693.811392
  nChanged 275
		SP:Iteration 2F (16811.310000 sec): 3 clusters
  Score: Raw -318564.256508 + Penalty 2606.908259 = -315957.348250
  nChanged 215
		SP:Iteration 3F (16811.310000 sec): 3 clusters
  Score: Raw -318782.995857 + Penalty 2606.908259 = -316176.087599
  nChanged 198
		SP:Iteration 4F (16811.320000 sec): 3 clusters
  Score: Raw -318992.469838 + Penalty 2606.908259 = -316385.561580
  nChanged 179
		SP:Iteration 5F (16811.330000 sec): 3 clusters
  Score: Raw -319221.335758 + Penalty 2606.908259 = -316614.427500
  nChanged 172
		SP:Iteration 6F (16811.340000 sec): 3 clusters
  Score: Raw -319428.330254 + Penalty 2606.908259 = -316821.421996
  nChanged 140
		SP:Iteration 7Q (16811.340000 sec): 3 clusters
  Score: Raw -319558.268192 + Penalty 2606.908259 = -316951.359934
  nChanged 101
		SP:Iteration 8Q (16811.350000 sec): 3 clusters
  Score: Raw -319637.825919 + Penalty 2606.908259 = -317030.917661
  nChanged 56
		SP:Iteration 9Q (16811.360000 sec): 3 clusters
  Score: Raw -319678.098849 + Penalty 2606.908259 = -317071.190591
  nChanged 35
		SP:Iteration 10Q (16811.360000 sec): 3 clusters
  Score: Raw -319711.127215 + Penalty 2606.908259 = -317104.218956
  nChanged 25
		SP:Iteration 11Q (16811.370000 sec): 3 clusters
  Score: Raw -319729.947894 + Penalty 2606.908259 = -317123.039636
  nChanged 27
		SP:Iteration 12Q (16811.380000 sec): 3 clusters
  Score: Raw -319748.792976 + Penalty 2606.908259 = -317141.884717
  nChanged 26
		SP:Iteration 13Q (16811.380000 sec): 3 clusters
  Score: Raw -319765.871043 + Penalty 2606.908259 = -317158.962784
  nChanged 20
		SP:Iteration 14Q (16811.390000 sec): 3 clusters
  Score: Raw -319775.385406 + Penalty 2606.908259 = -317168.477147
  nChanged 12
		SP:Iteration 15Q (16811.400000 sec): 3 clusters
  Score: Raw -319786.413969 + Penalty 2606.908259 = -317179.505710
  nChanged 18
		SP:Iteration 16Q (16811.400000 sec): 3 clusters
  Score: Raw -319796.830484 + Penalty 2606.908259 = -317189.922225
  nChanged 12
		SP:Iteration 17Q (16811.410000 sec): 3 clusters
  Score: Raw -319805.974301 + Penalty 2606.908259 = -317199.066043
  nChanged 19
		SP:Iteration 18Q (16811.410000 sec): 3 clusters
  Score: Raw -319813.426796 + Penalty 2606.908259 = -317206.518537
  nChanged 17
		SP:Iteration 19Q (16811.420000 sec): 3 clusters
  Score: Raw -319821.243657 + Penalty 2606.908259 = -317214.335398
  nChanged 11
		SP:Iteration 20F (16811.430000 sec): 3 clusters
  Score: Raw -319824.883922 + Penalty 2606.908259 = -317217.975663
  nChanged 11
		SP:Iteration 21Q (16811.440000 sec): 3 clusters
  Score: Raw -319828.895474 + Penalty 2606.908259 = -317221.987216
  nChanged 4
		SP:Iteration 22Q (16811.440000 sec): 3 clusters
  Score: Raw -319830.630409 + Penalty 2606.908259 = -317223.722150
  nChanged 5
		SP:Iteration 23Q (16811.450000 sec): 3 clusters
  Score: Raw -319831.870820 + Penalty 2606.908259 = -317224.962561
  nChanged 4
		SP:Iteration 24Q (16811.460000 sec): 3 clusters
  Score: Raw -319833.044148 + Penalty 2606.908259 = -317226.135889
  nChanged 0
		SP:Iteration 25F (16811.460000 sec): 3 clusters
  Score: Raw -319833.044148 + Penalty 2606.908259 = -317226.135889
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16811.470000 sec): 2 clusters
  Score: Raw -146220.706692 + Penalty 1181.877547 = -145038.829145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16811.470000 sec): 3 clusters
  Score: Raw -145676.706890 + Penalty 2363.755094 = -143312.951796
  nChanged 461
		SP:Iteration 1F (16811.480000 sec): 3 clusters
  Score: Raw -146070.960434 + Penalty 2363.755094 = -143707.205341
  nChanged 135
		SP:Iteration 2F (16811.480000 sec): 3 clusters
  Score: Raw -146225.824668 + Penalty 2363.755094 = -143862.069574
  nChanged 92
		SP:Iteration 3F (16811.490000 sec): 3 clusters
  Score: Raw -146336.967648 + Penalty 2363.755094 = -143973.212554
  nChanged 71
		SP:Iteration 4Q (16811.490000 sec): 3 clusters
  Score: Raw -146417.183712 + Penalty 2363.755094 = -144053.428619
  nChanged 64
		SP:Iteration 5Q (16811.490000 sec): 3 clusters
  Score: Raw -146511.872847 + Penalty 2363.755094 = -144148.117753
  nChanged 66
		SP:Iteration 6Q (16811.500000 sec): 3 clusters
  Score: Raw -146619.280496 + Penalty 2363.755094 = -144255.525402
  nChanged 52
		SP:Iteration 7Q (16811.500000 sec): 3 clusters
  Score: Raw -146689.196113 + Penalty 2363.755094 = -144325.441019
  nChanged 35
		SP:Iteration 8Q (16811.500000 sec): 3 clusters
  Score: Raw -146727.759212 + Penalty 2363.755094 = -144364.004119
  nChanged 25
		SP:Iteration 9Q (16811.510000 sec): 3 clusters
  Score: Raw -146751.678681 + Penalty 2363.755094 = -144387.923587
  nChanged 18
		SP:Iteration 10Q (16811.510000 sec): 3 clusters
  Score: Raw -146766.015928 + Penalty 2363.755094 = -144402.260834
  nChanged 11
		SP:Iteration 11Q (16811.510000 sec): 3 clusters
  Score: Raw -146780.122794 + Penalty 2363.755094 = -144416.367700
  nChanged 14
		SP:Iteration 12Q (16811.510000 sec): 3 clusters
  Score: Raw -146797.886455 + Penalty 2363.755094 = -144434.131361
  nChanged 14
		SP:Iteration 13Q (16811.520000 sec): 3 clusters
  Score: Raw -146808.193093 + Penalty 2363.755094 = -144444.438000
  nChanged 10
		SP:Iteration 14Q (16811.520000 sec): 3 clusters
  Score: Raw -146815.046740 + Penalty 2363.755094 = -144451.291646
  nChanged 6
		SP:Iteration 15Q (16811.530000 sec): 3 clusters
  Score: Raw -146821.153050 + Penalty 2363.755094 = -144457.397956
  nChanged 5
		SP:Iteration 16Q (16811.530000 sec): 3 clusters
  Score: Raw -146824.175634 + Penalty 2363.755094 = -144460.420540
  nChanged 2
		SP:Iteration 17Q (16811.530000 sec): 3 clusters
  Score: Raw -146826.174676 + Penalty 2363.755094 = -144462.419582
  nChanged 3
		SP:Iteration 18Q (16811.530000 sec): 3 clusters
  Score: Raw -146828.472360 + Penalty 2363.755094 = -144464.717266
  nChanged 3
		SP:Iteration 19Q (16811.540000 sec): 3 clusters
  Score: Raw -146830.274342 + Penalty 2363.755094 = -144466.519248
  nChanged 2
		SP:Iteration 20F (16811.540000 sec): 3 clusters
  Score: Raw -146833.575740 + Penalty 2363.755094 = -144469.820646
  nChanged 2
		SP:Iteration 21Q (16811.550000 sec): 3 clusters
  Score: Raw -146834.636670 + Penalty 2363.755094 = -144470.881576
  nChanged 2
		SP:Iteration 22Q (16811.550000 sec): 3 clusters
  Score: Raw -146837.266817 + Penalty 2363.755094 = -144473.511723
  nChanged 7
		SP:Iteration 23Q (16811.550000 sec): 3 clusters
  Score: Raw -146842.503686 + Penalty 2363.755094 = -144478.748592
  nChanged 3
		SP:Iteration 24Q (16811.550000 sec): 3 clusters
  Score: Raw -146845.766479 + Penalty 2363.755094 = -144482.011386
  nChanged 5
		SP:Iteration 25Q (16811.560000 sec): 3 clusters
  Score: Raw -146852.158087 + Penalty 2363.755094 = -144488.402994
  nChanged 6
		SP:Iteration 26Q (16811.560000 sec): 3 clusters
  Score: Raw -146857.865951 + Penalty 2363.755094 = -144494.110857
  nChanged 5
		SP:Iteration 27Q (16811.570000 sec): 3 clusters
  Score: Raw -146861.462281 + Penalty 2363.755094 = -144497.707187
  nChanged 3
		SP:Iteration 28Q (16811.570000 sec): 3 clusters
  Score: Raw -146863.574839 + Penalty 2363.755094 = -144499.819745
  nChanged 2
		SP:Iteration 29Q (16811.570000 sec): 3 clusters
  Score: Raw -146864.334608 + Penalty 2363.755094 = -144500.579514
  nChanged 0
		SP:Iteration 30F (16811.570000 sec): 3 clusters
  Score: Raw -146864.334608 + Penalty 2363.755094 = -144500.579514
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16811.750000 sec): 2 clusters
  Score: Raw -7061524.544025 + Penalty 1786.563296 = -7059737.980729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16811.900000 sec): 3 clusters
  Score: Raw -7023388.664298 + Penalty 3573.126591 = -7019815.537706
  nChanged 28091
		SP:Iteration 1F (16812.050000 sec): 3 clusters
  Score: Raw -7039505.899703 + Penalty 3573.126591 = -7035932.773112
  nChanged 2127
		SP:Iteration 2Q (16812.210000 sec): 3 clusters
  Score: Raw -7040095.694103 + Penalty 3573.126591 = -7036522.567512
  nChanged 2327
		SP:Iteration 3Q (16812.370000 sec): 3 clusters
  Score: Raw -7040813.776267 + Penalty 3573.126591 = -7037240.649675
  nChanged 2462
		SP:Iteration 4Q (16812.530000 sec): 3 clusters
  Score: Raw -7041723.360466 + Penalty 3573.126591 = -7038150.233875
  nChanged 2809
		SP:Iteration 5Q (16812.680000 sec): 3 clusters
  Score: Raw -7043009.587813 + Penalty 3573.126591 = -7039436.461222
  nChanged 3318
		SP:Iteration 6F (16812.840000 sec): 3 clusters
  Score: Raw -7044901.484328 + Penalty 3573.126591 = -7041328.357737
  nChanged 3776
		SP:Iteration 7F (16812.990000 sec): 3 clusters
  Score: Raw -7047498.229937 + Penalty 3573.126591 = -7043925.103346
  nChanged 3837
		SP:Iteration 8F (16813.150000 sec): 3 clusters
  Score: Raw -7050385.104854 + Penalty 3573.126591 = -7046811.978262
  nChanged 3335
		SP:Iteration 9F (16813.300000 sec): 3 clusters
  Score: Raw -7053020.550084 + Penalty 3573.126591 = -7049447.423492
  nChanged 2631
		SP:Iteration 10Q (16813.450000 sec): 3 clusters
  Score: Raw -7055163.786250 + Penalty 3573.126591 = -7051590.659658
  nChanged 1992
		SP:Iteration 11Q (16813.590000 sec): 3 clusters
  Score: Raw -7056738.578309 + Penalty 3573.126591 = -7053165.451718
  nChanged 1500
		SP:Iteration 12Q (16813.730000 sec): 3 clusters
  Score: Raw -7057845.135140 + Penalty 3573.126591 = -7054272.008549
  nChanged 1176
		SP:Iteration 13Q (16813.860000 sec): 3 clusters
  Score: Raw -7058668.772692 + Penalty 3573.126591 = -7055095.646101
  nChanged 953
		SP:Iteration 14Q (16813.980000 sec): 3 clusters
  Score: Raw -7059311.782947 + Penalty 3573.126591 = -7055738.656356
  nChanged 782
		SP:Iteration 15Q (16814.100000 sec): 3 clusters
  Score: Raw -7059818.070055 + Penalty 3573.126591 = -7056244.943464
  nChanged 621
		SP:Iteration 16Q (16814.220000 sec): 3 clusters
  Score: Raw -7060208.819778 + Penalty 3573.126591 = -7056635.693187
  nChanged 506
		SP:Iteration 17Q (16814.340000 sec): 3 clusters
  Score: Raw -7060539.461203 + Penalty 3573.126591 = -7056966.334612
  nChanged 442
		SP:Iteration 18Q (16814.450000 sec): 3 clusters
  Score: Raw -7060836.317627 + Penalty 3573.126591 = -7057263.191036
  nChanged 339
		SP:Iteration 19Q (16814.570000 sec): 3 clusters
  Score: Raw -7061075.106750 + Penalty 3573.126591 = -7057501.980158
  nChanged 258
		SP:Iteration 20F (16814.720000 sec): 3 clusters
  Score: Raw -7061234.737341 + Penalty 3573.126591 = -7057661.610749
  nChanged 191
		SP:Iteration 21Q (16814.830000 sec): 3 clusters
  Score: Raw -7061342.906885 + Penalty 3573.126591 = -7057769.780294
  nChanged 139
		SP:Iteration 22Q (16814.930000 sec): 3 clusters
  Score: Raw -7061423.389020 + Penalty 3573.126591 = -7057850.262428
  nChanged 108
		SP:Iteration 23Q (16815.040000 sec): 3 clusters
  Score: Raw -7061487.259273 + Penalty 3573.126591 = -7057914.132681
  nChanged 75
		SP:Iteration 24Q (16815.150000 sec): 3 clusters
  Score: Raw -7061531.677850 + Penalty 3573.126591 = -7057958.551258
  nChanged 77
		SP:Iteration 25Q (16815.250000 sec): 3 clusters
  Score: Raw -7061571.842154 + Penalty 3573.126591 = -7057998.715563
  nChanged 55
		SP:Iteration 26Q (16815.350000 sec): 3 clusters
  Score: Raw -7061603.389118 + Penalty 3573.126591 = -7058030.262527
  nChanged 51
		SP:Iteration 27Q (16815.460000 sec): 3 clusters
  Score: Raw -7061628.355012 + Penalty 3573.126591 = -7058055.228420
  nChanged 43
		SP:Iteration 28Q (16815.570000 sec): 3 clusters
  Score: Raw -7061649.121931 + Penalty 3573.126591 = -7058075.995340
  nChanged 36
		SP:Iteration 29Q (16815.680000 sec): 3 clusters
  Score: Raw -7061667.125203 + Penalty 3573.126591 = -7058093.998611
  nChanged 20
		SP:Iteration 30Q (16815.780000 sec): 3 clusters
  Score: Raw -7061678.683889 + Penalty 3573.126591 = -7058105.557297
  nChanged 20
		SP:Iteration 31Q (16815.890000 sec): 3 clusters
  Score: Raw -7061688.077325 + Penalty 3573.126591 = -7058114.950734
  nChanged 20
		SP:Iteration 32Q (16815.990000 sec): 3 clusters
  Score: Raw -7061700.826040 + Penalty 3573.126591 = -7058127.699448
  nChanged 24
		SP:Iteration 33Q (16816.090000 sec): 3 clusters
  Score: Raw -7061713.786292 + Penalty 3573.126591 = -7058140.659701
  nChanged 14
		SP:Iteration 34Q (16816.200000 sec): 3 clusters
  Score: Raw -7061722.381890 + Penalty 3573.126591 = -7058149.255299
  nChanged 16
		SP:Iteration 35Q (16816.300000 sec): 3 clusters
  Score: Raw -7061730.628082 + Penalty 3573.126591 = -7058157.501491
  nChanged 14
		SP:Iteration 36Q (16816.400000 sec): 3 clusters
  Score: Raw -7061738.351111 + Penalty 3573.126591 = -7058165.224520
  nChanged 12
		SP:Iteration 37Q (16816.510000 sec): 3 clusters
  Score: Raw -7061743.742177 + Penalty 3573.126591 = -7058170.615586
  nChanged 8
		SP:Iteration 38Q (16816.610000 sec): 3 clusters
  Score: Raw -7061746.596512 + Penalty 3573.126591 = -7058173.469920
  nChanged 8
		SP:Iteration 39Q (16816.710000 sec): 3 clusters
  Score: Raw -7061749.345127 + Penalty 3573.126591 = -7058176.218535
  nChanged 4
		SP:Iteration 40F (16816.860000 sec): 3 clusters
  Score: Raw -7061750.251883 + Penalty 3573.126591 = -7058177.125292
  nChanged 1
		SP:Iteration 41Q (16816.960000 sec): 3 clusters
  Score: Raw -7061750.715498 + Penalty 3573.126591 = -7058177.588906
  nChanged 2
		SP:Iteration 42Q (16817.070000 sec): 3 clusters
  Score: Raw -7061751.857903 + Penalty 3573.126591 = -7058178.731312
  nChanged 5
		SP:Iteration 43Q (16817.170000 sec): 3 clusters
  Score: Raw -7061754.707843 + Penalty 3573.126591 = -7058181.581252
  nChanged 3
		SP:Iteration 44Q (16817.270000 sec): 3 clusters
  Score: Raw -7061755.877525 + Penalty 3573.126591 = -7058182.750933
  nChanged 2
		SP:Iteration 45Q (16817.380000 sec): 3 clusters
  Score: Raw -7061756.834841 + Penalty 3573.126591 = -7058183.708250
  nChanged 0
		SP:Iteration 46F (16817.530000 sec): 3 clusters
  Score: Raw -7061756.834841 + Penalty 3573.126591 = -7058183.708250
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16817.570000 sec): 2 clusters
  Score: Raw -337217.587578 + Penalty 1296.364079 = -335921.223500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16817.580000 sec): 3 clusters
  Score: Raw -335832.923263 + Penalty 2592.728157 = -333240.195106
  nChanged 1085
		SP:Iteration 1F (16817.580000 sec): 3 clusters
  Score: Raw -336468.926761 + Penalty 2592.728157 = -333876.198604
  nChanged 226
		SP:Iteration 2F (16817.590000 sec): 3 clusters
  Score: Raw -336591.656117 + Penalty 2592.728157 = -333998.927960
  nChanged 138
		SP:Iteration 3Q (16817.600000 sec): 3 clusters
  Score: Raw -336672.774502 + Penalty 2592.728157 = -334080.046345
  nChanged 108
		SP:Iteration 4Q (16817.610000 sec): 3 clusters
  Score: Raw -336731.963801 + Penalty 2592.728157 = -334139.235643
  nChanged 81
		SP:Iteration 5Q (16817.610000 sec): 3 clusters
  Score: Raw -336775.909348 + Penalty 2592.728157 = -334183.181191
  nChanged 62
		SP:Iteration 6Q (16817.620000 sec): 3 clusters
  Score: Raw -336804.288217 + Penalty 2592.728157 = -334211.560060
  nChanged 44
		SP:Iteration 7Q (16817.630000 sec): 3 clusters
  Score: Raw -336822.103283 + Penalty 2592.728157 = -334229.375126
  nChanged 43
		SP:Iteration 8Q (16817.630000 sec): 3 clusters
  Score: Raw -336836.052250 + Penalty 2592.728157 = -334243.324093
  nChanged 33
		SP:Iteration 9Q (16817.640000 sec): 3 clusters
  Score: Raw -336847.260234 + Penalty 2592.728157 = -334254.532077
  nChanged 26
		SP:Iteration 10Q (16817.650000 sec): 3 clusters
  Score: Raw -336860.769312 + Penalty 2592.728157 = -334268.041155
  nChanged 31
		SP:Iteration 11Q (16817.650000 sec): 3 clusters
  Score: Raw -336876.117199 + Penalty 2592.728157 = -334283.389042
  nChanged 39
		SP:Iteration 12Q (16817.660000 sec): 3 clusters
  Score: Raw -336891.366709 + Penalty 2592.728157 = -334298.638552
  nChanged 33
		SP:Iteration 13Q (16817.670000 sec): 3 clusters
  Score: Raw -336905.116430 + Penalty 2592.728157 = -334312.388273
  nChanged 35
		SP:Iteration 14Q (16817.670000 sec): 3 clusters
  Score: Raw -336919.587010 + Penalty 2592.728157 = -334326.858853
  nChanged 31
		SP:Iteration 15Q (16817.680000 sec): 3 clusters
  Score: Raw -336934.558813 + Penalty 2592.728157 = -334341.830656
  nChanged 35
		SP:Iteration 16Q (16817.690000 sec): 3 clusters
  Score: Raw -336948.017748 + Penalty 2592.728157 = -334355.289591
  nChanged 27
		SP:Iteration 17Q (16817.690000 sec): 3 clusters
  Score: Raw -336957.643244 + Penalty 2592.728157 = -334364.915087
  nChanged 26
		SP:Iteration 18Q (16817.700000 sec): 3 clusters
  Score: Raw -336967.734321 + Penalty 2592.728157 = -334375.006164
  nChanged 29
		SP:Iteration 19Q (16817.710000 sec): 3 clusters
  Score: Raw -336982.114913 + Penalty 2592.728157 = -334389.386756
  nChanged 33
		SP:Iteration 20F (16817.710000 sec): 3 clusters
  Score: Raw -336997.154883 + Penalty 2592.728157 = -334404.426726
  nChanged 39
		SP:Iteration 21Q (16817.720000 sec): 3 clusters
  Score: Raw -337017.079459 + Penalty 2592.728157 = -334424.351302
  nChanged 34
		SP:Iteration 22Q (16817.730000 sec): 3 clusters
  Score: Raw -337036.670496 + Penalty 2592.728157 = -334443.942339
  nChanged 35
		SP:Iteration 23Q (16817.740000 sec): 3 clusters
  Score: Raw -337057.474782 + Penalty 2592.728157 = -334464.746625
  nChanged 32
		SP:Iteration 24Q (16817.740000 sec): 3 clusters
  Score: Raw -337073.232192 + Penalty 2592.728157 = -334480.504035
  nChanged 27
		SP:Iteration 25Q (16817.750000 sec): 3 clusters
  Score: Raw -337088.753160 + Penalty 2592.728157 = -334496.025003
  nChanged 29
		SP:Iteration 26Q (16817.760000 sec): 3 clusters
  Score: Raw -337102.935952 + Penalty 2592.728157 = -334510.207795
  nChanged 22
		SP:Iteration 27Q (16817.760000 sec): 3 clusters
  Score: Raw -337114.372498 + Penalty 2592.728157 = -334521.644341
  nChanged 30
		SP:Iteration 28Q (16817.770000 sec): 3 clusters
  Score: Raw -337129.558725 + Penalty 2592.728157 = -334536.830568
  nChanged 28
		SP:Iteration 29Q (16817.780000 sec): 3 clusters
  Score: Raw -337144.174488 + Penalty 2592.728157 = -334551.446331
  nChanged 22
		SP:Iteration 30Q (16817.780000 sec): 3 clusters
  Score: Raw -337156.352313 + Penalty 2592.728157 = -334563.624155
  nChanged 17
		SP:Iteration 31Q (16817.790000 sec): 3 clusters
  Score: Raw -337163.843357 + Penalty 2592.728157 = -334571.115200
  nChanged 18
		SP:Iteration 32Q (16817.800000 sec): 3 clusters
  Score: Raw -337172.889005 + Penalty 2592.728157 = -334580.160848
  nChanged 20
		SP:Iteration 33Q (16817.810000 sec): 3 clusters
  Score: Raw -337184.448074 + Penalty 2592.728157 = -334591.719917
  nChanged 25
		SP:Iteration 34Q (16817.810000 sec): 3 clusters
  Score: Raw -337199.057427 + Penalty 2592.728157 = -334606.329270
  nChanged 31
		SP:Iteration 35Q (16817.820000 sec): 3 clusters
  Score: Raw -337219.789830 + Penalty 2592.728157 = -334627.061673
  nChanged 36
		SP:Iteration 36Q (16817.830000 sec): 3 clusters
  Score: Raw -337239.600501 + Penalty 2592.728157 = -334646.872344
  nChanged 29
		SP:Iteration 37Q (16817.830000 sec): 3 clusters
  Score: Raw -337255.425408 + Penalty 2592.728157 = -334662.697251
  nChanged 36
		SP:Iteration 38Q (16817.840000 sec): 3 clusters
  Score: Raw -337276.300116 + Penalty 2592.728157 = -334683.571959
  nChanged 21
		SP:Iteration 39Q (16817.850000 sec): 3 clusters
  Score: Raw -337293.681830 + Penalty 2592.728157 = -334700.953673
  nChanged 16
		SP:Iteration 40F (16817.850000 sec): 3 clusters
  Score: Raw -337305.874656 + Penalty 2592.728157 = -334713.146499
  nChanged 23
		SP:Iteration 41Q (16817.860000 sec): 3 clusters
  Score: Raw -337316.418163 + Penalty 2592.728157 = -334723.690006
  nChanged 13
		SP:Iteration 42Q (16817.870000 sec): 3 clusters
  Score: Raw -337322.739343 + Penalty 2592.728157 = -334730.011186
  nChanged 10
		SP:Iteration 43Q (16817.870000 sec): 3 clusters
  Score: Raw -337329.387116 + Penalty 2592.728157 = -334736.658959
  nChanged 16
		SP:Iteration 44Q (16817.880000 sec): 3 clusters
  Score: Raw -337337.812622 + Penalty 2592.728157 = -334745.084465
  nChanged 16
		SP:Iteration 45Q (16817.880000 sec): 3 clusters
  Score: Raw -337351.209255 + Penalty 2592.728157 = -334758.481098
  nChanged 13
		SP:Iteration 46Q (16817.890000 sec): 3 clusters
  Score: Raw -337362.588786 + Penalty 2592.728157 = -334769.860629
  nChanged 15
		SP:Iteration 47Q (16817.900000 sec): 3 clusters
  Score: Raw -337372.076993 + Penalty 2592.728157 = -334779.348836
  nChanged 13
		SP:Iteration 48Q (16817.900000 sec): 3 clusters
  Score: Raw -337380.753947 + Penalty 2592.728157 = -334788.025790
  nChanged 11
		SP:Iteration 49Q (16817.910000 sec): 3 clusters
  Score: Raw -337388.640873 + Penalty 2592.728157 = -334795.912716
  nChanged 12
		SP:Iteration 50Q (16817.910000 sec): 3 clusters
  Score: Raw -337400.148992 + Penalty 2592.728157 = -334807.420835
  nChanged 12
		SP:Iteration 51Q (16817.920000 sec): 3 clusters
  Score: Raw -337409.959945 + Penalty 2592.728157 = -334817.231788
  nChanged 14
		SP:Iteration 52Q (16817.930000 sec): 3 clusters
  Score: Raw -337419.293467 + Penalty 2592.728157 = -334826.565309
  nChanged 11
		SP:Iteration 53Q (16817.930000 sec): 3 clusters
  Score: Raw -337426.572702 + Penalty 2592.728157 = -334833.844545
  nChanged 10
		SP:Iteration 54Q (16817.940000 sec): 3 clusters
  Score: Raw -337435.900220 + Penalty 2592.728157 = -334843.172063
  nChanged 7
		SP:Iteration 55Q (16817.950000 sec): 3 clusters
  Score: Raw -337444.365574 + Penalty 2592.728157 = -334851.637417
  nChanged 8
		SP:Iteration 56Q (16817.950000 sec): 3 clusters
  Score: Raw -337450.586420 + Penalty 2592.728157 = -334857.858263
  nChanged 10
		SP:Iteration 57Q (16817.960000 sec): 3 clusters
  Score: Raw -337457.714167 + Penalty 2592.728157 = -334864.986010
  nChanged 11
		SP:Iteration 58Q (16817.970000 sec): 3 clusters
  Score: Raw -337465.838213 + Penalty 2592.728157 = -334873.110056
  nChanged 5
		SP:Iteration 59Q (16817.970000 sec): 3 clusters
  Score: Raw -337468.987291 + Penalty 2592.728157 = -334876.259134
  nChanged 5
		SP:Iteration 60F (16817.980000 sec): 3 clusters
  Score: Raw -337473.895919 + Penalty 2592.728157 = -334881.167762
  nChanged 5
		SP:Iteration 61Q (16817.980000 sec): 3 clusters
  Score: Raw -337476.353096 + Penalty 2592.728157 = -334883.624939
  nChanged 10
		SP:Iteration 62Q (16817.990000 sec): 3 clusters
  Score: Raw -337481.989189 + Penalty 2592.728157 = -334889.261032
  nChanged 7
		SP:Iteration 63Q (16817.990000 sec): 3 clusters
  Score: Raw -337487.049128 + Penalty 2592.728157 = -334894.320971
  nChanged 7
		SP:Iteration 64Q (16818.000000 sec): 3 clusters
  Score: Raw -337493.082926 + Penalty 2592.728157 = -334900.354769
  nChanged 4
		SP:Iteration 65Q (16818.010000 sec): 3 clusters
  Score: Raw -337495.871225 + Penalty 2592.728157 = -334903.143068
  nChanged 5
		SP:Iteration 66Q (16818.010000 sec): 3 clusters
  Score: Raw -337497.802407 + Penalty 2592.728157 = -334905.074250
  nChanged 0
		SP:Iteration 67F (16818.020000 sec): 3 clusters
  Score: Raw -337497.802407 + Penalty 2592.728157 = -334905.074250
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16818.060000 sec): 2 clusters
  Score: Raw -1382319.614979 + Penalty 1535.046441 = -1380784.568538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16818.090000 sec): 3 clusters
  Score: Raw -1375031.065052 + Penalty 3070.092881 = -1371960.972170
  nChanged 5504
		SP:Iteration 1F (16818.120000 sec): 3 clusters
  Score: Raw -1378365.866670 + Penalty 3070.092881 = -1375295.773789
  nChanged 876
		SP:Iteration 2F (16818.150000 sec): 3 clusters
  Score: Raw -1378854.873814 + Penalty 3070.092881 = -1375784.780933
  nChanged 776
		SP:Iteration 3F (16818.190000 sec): 3 clusters
  Score: Raw -1379278.427297 + Penalty 3070.092881 = -1376208.334416
  nChanged 702
		SP:Iteration 4F (16818.210000 sec): 3 clusters
  Score: Raw -1379647.368502 + Penalty 3070.092881 = -1376577.275621
  nChanged 618
		SP:Iteration 5Q (16818.250000 sec): 3 clusters
  Score: Raw -1379962.342473 + Penalty 3070.092881 = -1376892.249592
  nChanged 554
		SP:Iteration 6Q (16818.280000 sec): 3 clusters
  Score: Raw -1380253.745025 + Penalty 3070.092881 = -1377183.652144
  nChanged 507
		SP:Iteration 7Q (16818.310000 sec): 3 clusters
  Score: Raw -1380489.099851 + Penalty 3070.092881 = -1377419.006970
  nChanged 424
		SP:Iteration 8Q (16818.340000 sec): 3 clusters
  Score: Raw -1380692.474156 + Penalty 3070.092881 = -1377622.381275
  nChanged 386
		SP:Iteration 9Q (16818.370000 sec): 3 clusters
  Score: Raw -1380865.576905 + Penalty 3070.092881 = -1377795.484024
  nChanged 336
		SP:Iteration 10Q (16818.410000 sec): 3 clusters
  Score: Raw -1381017.315785 + Penalty 3070.092881 = -1377947.222904
  nChanged 302
		SP:Iteration 11Q (16818.440000 sec): 3 clusters
  Score: Raw -1381139.363103 + Penalty 3070.092881 = -1378069.270222
  nChanged 226
		SP:Iteration 12Q (16818.470000 sec): 3 clusters
  Score: Raw -1381211.657278 + Penalty 3070.092881 = -1378141.564397
  nChanged 161
		SP:Iteration 13Q (16818.500000 sec): 3 clusters
  Score: Raw -1381255.274180 + Penalty 3070.092881 = -1378185.181299
  nChanged 132
		SP:Iteration 14Q (16818.530000 sec): 3 clusters
  Score: Raw -1381282.878753 + Penalty 3070.092881 = -1378212.785872
  nChanged 92
		SP:Iteration 15Q (16818.560000 sec): 3 clusters
  Score: Raw -1381297.686263 + Penalty 3070.092881 = -1378227.593382
  nChanged 64
		SP:Iteration 16Q (16818.590000 sec): 3 clusters
  Score: Raw -1381307.579109 + Penalty 3070.092881 = -1378237.486228
  nChanged 51
		SP:Iteration 17Q (16818.620000 sec): 3 clusters
  Score: Raw -1381313.957411 + Penalty 3070.092881 = -1378243.864530
  nChanged 46
		SP:Iteration 18Q (16818.650000 sec): 3 clusters
  Score: Raw -1381320.130026 + Penalty 3070.092881 = -1378250.037145
  nChanged 51
		SP:Iteration 19Q (16818.680000 sec): 3 clusters
  Score: Raw -1381328.982853 + Penalty 3070.092881 = -1378258.889972
  nChanged 43
		SP:Iteration 20F (16818.710000 sec): 3 clusters
  Score: Raw -1381335.626202 + Penalty 3070.092881 = -1378265.533321
  nChanged 52
		SP:Iteration 21Q (16818.740000 sec): 3 clusters
  Score: Raw -1381344.070468 + Penalty 3070.092881 = -1378273.977586
  nChanged 65
		SP:Iteration 22Q (16818.770000 sec): 3 clusters
  Score: Raw -1381354.032609 + Penalty 3070.092881 = -1378283.939728
  nChanged 62
		SP:Iteration 23Q (16818.800000 sec): 3 clusters
  Score: Raw -1381362.900400 + Penalty 3070.092881 = -1378292.807519
  nChanged 58
		SP:Iteration 24Q (16818.830000 sec): 3 clusters
  Score: Raw -1381371.684453 + Penalty 3070.092881 = -1378301.591572
  nChanged 49
		SP:Iteration 25Q (16818.860000 sec): 3 clusters
  Score: Raw -1381379.747249 + Penalty 3070.092881 = -1378309.654368
  nChanged 50
		SP:Iteration 26Q (16818.890000 sec): 3 clusters
  Score: Raw -1381385.881966 + Penalty 3070.092881 = -1378315.789085
  nChanged 29
		SP:Iteration 27Q (16818.920000 sec): 3 clusters
  Score: Raw -1381389.243186 + Penalty 3070.092881 = -1378319.150305
  nChanged 23
		SP:Iteration 28Q (16818.950000 sec): 3 clusters
  Score: Raw -1381391.561340 + Penalty 3070.092881 = -1378321.468458
  nChanged 20
		SP:Iteration 29Q (16818.980000 sec): 3 clusters
  Score: Raw -1381394.046253 + Penalty 3070.092881 = -1378323.953371
  nChanged 23
		SP:Iteration 30Q (16819.010000 sec): 3 clusters
  Score: Raw -1381397.868712 + Penalty 3070.092881 = -1378327.775831
  nChanged 24
		SP:Iteration 31Q (16819.040000 sec): 3 clusters
  Score: Raw -1381401.500042 + Penalty 3070.092881 = -1378331.407161
  nChanged 31
		SP:Iteration 32Q (16819.070000 sec): 3 clusters
  Score: Raw -1381406.119083 + Penalty 3070.092881 = -1378336.026202
  nChanged 35
		SP:Iteration 33Q (16819.100000 sec): 3 clusters
  Score: Raw -1381411.535585 + Penalty 3070.092881 = -1378341.442704
  nChanged 23
		SP:Iteration 34Q (16819.130000 sec): 3 clusters
  Score: Raw -1381414.374247 + Penalty 3070.092881 = -1378344.281366
  nChanged 25
		SP:Iteration 35Q (16819.160000 sec): 3 clusters
  Score: Raw -1381416.579443 + Penalty 3070.092881 = -1378346.486562
  nChanged 26
		SP:Iteration 36Q (16819.190000 sec): 3 clusters
  Score: Raw -1381419.662860 + Penalty 3070.092881 = -1378349.569979
  nChanged 34
		SP:Iteration 37Q (16819.220000 sec): 3 clusters
  Score: Raw -1381424.388931 + Penalty 3070.092881 = -1378354.296049
  nChanged 29
		SP:Iteration 38Q (16819.250000 sec): 3 clusters
  Score: Raw -1381428.720492 + Penalty 3070.092881 = -1378358.627611
  nChanged 28
		SP:Iteration 39Q (16819.280000 sec): 3 clusters
  Score: Raw -1381431.791071 + Penalty 3070.092881 = -1378361.698190
  nChanged 21
		SP:Iteration 40F (16819.310000 sec): 3 clusters
  Score: Raw -1381433.727917 + Penalty 3070.092881 = -1378363.635036
  nChanged 19
		SP:Iteration 41Q (16819.330000 sec): 3 clusters
  Score: Raw -1381435.574373 + Penalty 3070.092881 = -1378365.481492
  nChanged 15
		SP:Iteration 42Q (16819.370000 sec): 3 clusters
  Score: Raw -1381437.450642 + Penalty 3070.092881 = -1378367.357761
  nChanged 23
		SP:Iteration 43Q (16819.390000 sec): 3 clusters
  Score: Raw -1381439.672799 + Penalty 3070.092881 = -1378369.579917
  nChanged 17
		SP:Iteration 44Q (16819.420000 sec): 3 clusters
  Score: Raw -1381441.742404 + Penalty 3070.092881 = -1378371.649522
  nChanged 25
		SP:Iteration 45Q (16819.450000 sec): 3 clusters
  Score: Raw -1381445.841439 + Penalty 3070.092881 = -1378375.748558
  nChanged 28
		SP:Iteration 46Q (16819.480000 sec): 3 clusters
  Score: Raw -1381450.214134 + Penalty 3070.092881 = -1378380.121253
  nChanged 42
		SP:Iteration 47Q (16819.510000 sec): 3 clusters
  Score: Raw -1381456.514041 + Penalty 3070.092881 = -1378386.421160
  nChanged 39
		SP:Iteration 48Q (16819.540000 sec): 3 clusters
  Score: Raw -1381463.416348 + Penalty 3070.092881 = -1378393.323467
  nChanged 42
		SP:Iteration 49Q (16819.570000 sec): 3 clusters
  Score: Raw -1381469.744885 + Penalty 3070.092881 = -1378399.652004
  nChanged 43
		SP:Iteration 50Q (16819.600000 sec): 3 clusters
  Score: Raw -1381476.219797 + Penalty 3070.092881 = -1378406.126916
  nChanged 29
		SP:Iteration 51Q (16819.630000 sec): 3 clusters
  Score: Raw -1381479.601579 + Penalty 3070.092881 = -1378409.508698
  nChanged 29
		SP:Iteration 52Q (16819.650000 sec): 3 clusters
  Score: Raw -1381483.654125 + Penalty 3070.092881 = -1378413.561244
  nChanged 39
		SP:Iteration 53Q (16819.680000 sec): 3 clusters
  Score: Raw -1381488.971995 + Penalty 3070.092881 = -1378418.879114
  nChanged 32
		SP:Iteration 54Q (16819.710000 sec): 3 clusters
  Score: Raw -1381492.866529 + Penalty 3070.092881 = -1378422.773647
  nChanged 29
		SP:Iteration 55Q (16819.740000 sec): 3 clusters
  Score: Raw -1381496.737896 + Penalty 3070.092881 = -1378426.645014
  nChanged 32
		SP:Iteration 56Q (16819.770000 sec): 3 clusters
  Score: Raw -1381501.701600 + Penalty 3070.092881 = -1378431.608719
  nChanged 34
		SP:Iteration 57Q (16819.800000 sec): 3 clusters
  Score: Raw -1381506.878961 + Penalty 3070.092881 = -1378436.786079
  nChanged 27
		SP:Iteration 58Q (16819.830000 sec): 3 clusters
  Score: Raw -1381510.019031 + Penalty 3070.092881 = -1378439.926150
  nChanged 17
		SP:Iteration 59Q (16819.860000 sec): 3 clusters
  Score: Raw -1381512.082215 + Penalty 3070.092881 = -1378441.989334
  nChanged 16
		SP:Iteration 60F (16819.890000 sec): 3 clusters
  Score: Raw -1381513.802451 + Penalty 3070.092881 = -1378443.709569
  nChanged 16
		SP:Iteration 61Q (16819.920000 sec): 3 clusters
  Score: Raw -1381515.366417 + Penalty 3070.092881 = -1378445.273535
  nChanged 18
		SP:Iteration 62Q (16819.950000 sec): 3 clusters
  Score: Raw -1381517.655107 + Penalty 3070.092881 = -1378447.562226
  nChanged 19
		SP:Iteration 63Q (16819.980000 sec): 3 clusters
  Score: Raw -1381520.334380 + Penalty 3070.092881 = -1378450.241499
  nChanged 22
		SP:Iteration 64Q (16820.000000 sec): 3 clusters
  Score: Raw -1381522.822206 + Penalty 3070.092881 = -1378452.729325
  nChanged 18
		SP:Iteration 65Q (16820.030000 sec): 3 clusters
  Score: Raw -1381525.254903 + Penalty 3070.092881 = -1378455.162022
  nChanged 23
		SP:Iteration 66Q (16820.060000 sec): 3 clusters
  Score: Raw -1381527.751217 + Penalty 3070.092881 = -1378457.658336
  nChanged 22
		SP:Iteration 67Q (16820.090000 sec): 3 clusters
  Score: Raw -1381530.668997 + Penalty 3070.092881 = -1378460.576116
  nChanged 21
		SP:Iteration 68Q (16820.120000 sec): 3 clusters
  Score: Raw -1381533.186749 + Penalty 3070.092881 = -1378463.093868
  nChanged 28
		SP:Iteration 69Q (16820.150000 sec): 3 clusters
  Score: Raw -1381537.387578 + Penalty 3070.092881 = -1378467.294697
  nChanged 38
		SP:Iteration 70Q (16820.180000 sec): 3 clusters
  Score: Raw -1381544.510039 + Penalty 3070.092881 = -1378474.417158
  nChanged 46
		SP:Iteration 71Q (16820.200000 sec): 3 clusters
  Score: Raw -1381551.331564 + Penalty 3070.092881 = -1378481.238682
  nChanged 36
		SP:Iteration 72Q (16820.230000 sec): 3 clusters
  Score: Raw -1381555.939750 + Penalty 3070.092881 = -1378485.846869
  nChanged 41
		SP:Iteration 73Q (16820.260000 sec): 3 clusters
  Score: Raw -1381562.811374 + Penalty 3070.092881 = -1378492.718493
  nChanged 44
		SP:Iteration 74Q (16820.290000 sec): 3 clusters
  Score: Raw -1381570.203418 + Penalty 3070.092881 = -1378500.110537
  nChanged 41
		SP:Iteration 75Q (16820.320000 sec): 3 clusters
  Score: Raw -1381575.383259 + Penalty 3070.092881 = -1378505.290378
  nChanged 40
		SP:Iteration 76Q (16820.340000 sec): 3 clusters
  Score: Raw -1381582.000496 + Penalty 3070.092881 = -1378511.907615
  nChanged 43
		SP:Iteration 77Q (16820.370000 sec): 3 clusters
  Score: Raw -1381589.646022 + Penalty 3070.092881 = -1378519.553141
  nChanged 44
		SP:Iteration 78Q (16820.400000 sec): 3 clusters
  Score: Raw -1381596.555509 + Penalty 3070.092881 = -1378526.462628
  nChanged 34
		SP:Iteration 79Q (16820.430000 sec): 3 clusters
  Score: Raw -1381601.864051 + Penalty 3070.092881 = -1378531.771170
  nChanged 31
		SP:Iteration 80F (16820.460000 sec): 3 clusters
  Score: Raw -1381605.755631 + Penalty 3070.092881 = -1378535.662750
  nChanged 27
		SP:Iteration 81Q (16820.490000 sec): 3 clusters
  Score: Raw -1381609.536071 + Penalty 3070.092881 = -1378539.443190
  nChanged 23
		SP:Iteration 82Q (16820.520000 sec): 3 clusters
  Score: Raw -1381613.384659 + Penalty 3070.092881 = -1378543.291777
  nChanged 37
		SP:Iteration 83Q (16820.550000 sec): 3 clusters
  Score: Raw -1381618.821926 + Penalty 3070.092881 = -1378548.729044
  nChanged 38
		SP:Iteration 84Q (16820.580000 sec): 3 clusters
  Score: Raw -1381624.850421 + Penalty 3070.092881 = -1378554.757540
  nChanged 42
		SP:Iteration 85Q (16820.610000 sec): 3 clusters
  Score: Raw -1381631.412254 + Penalty 3070.092881 = -1378561.319373
  nChanged 38
		SP:Iteration 86Q (16820.640000 sec): 3 clusters
  Score: Raw -1381637.765071 + Penalty 3070.092881 = -1378567.672190
  nChanged 41
		SP:Iteration 87Q (16820.660000 sec): 3 clusters
  Score: Raw -1381645.134292 + Penalty 3070.092881 = -1378575.041411
  nChanged 47
		SP:Iteration 88Q (16820.690000 sec): 3 clusters
  Score: Raw -1381654.308921 + Penalty 3070.092881 = -1378584.216040
  nChanged 54
		SP:Iteration 89Q (16820.720000 sec): 3 clusters
  Score: Raw -1381665.359138 + Penalty 3070.092881 = -1378595.266257
  nChanged 57
		SP:Iteration 90Q (16820.750000 sec): 3 clusters
  Score: Raw -1381675.875702 + Penalty 3070.092881 = -1378605.782820
  nChanged 51
		SP:Iteration 91Q (16820.780000 sec): 3 clusters
  Score: Raw -1381687.316263 + Penalty 3070.092881 = -1378617.223381
  nChanged 61
		SP:Iteration 92Q (16820.800000 sec): 3 clusters
  Score: Raw -1381700.358525 + Penalty 3070.092881 = -1378630.265644
  nChanged 63
		SP:Iteration 93Q (16820.830000 sec): 3 clusters
  Score: Raw -1381712.016246 + Penalty 3070.092881 = -1378641.923364
  nChanged 60
		SP:Iteration 94Q (16820.860000 sec): 3 clusters
  Score: Raw -1381724.830309 + Penalty 3070.092881 = -1378654.737428
  nChanged 63
		SP:Iteration 95Q (16820.890000 sec): 3 clusters
  Score: Raw -1381739.553937 + Penalty 3070.092881 = -1378669.461056
  nChanged 69
		SP:Iteration 96Q (16820.920000 sec): 3 clusters
  Score: Raw -1381755.940994 + Penalty 3070.092881 = -1378685.848113
  nChanged 78
		SP:Iteration 97Q (16820.940000 sec): 3 clusters
  Score: Raw -1381774.058911 + Penalty 3070.092881 = -1378703.966030
  nChanged 70
		SP:Iteration 98Q (16820.970000 sec): 3 clusters
  Score: Raw -1381791.876810 + Penalty 3070.092881 = -1378721.783929
  nChanged 86
		SP:Iteration 99Q (16821.000000 sec): 3 clusters
  Score: Raw -1381818.978997 + Penalty 3070.092881 = -1378748.886116
  nChanged 99
		SP:Iteration 100F (16821.030000 sec): 3 clusters
  Score: Raw -1381857.359477 + Penalty 3070.092881 = -1378787.266596
  nChanged 122
		SP:Iteration 101Q (16821.060000 sec): 3 clusters
  Score: Raw -1381906.496897 + Penalty 3070.092881 = -1378836.404016
  nChanged 118
		SP:Iteration 102Q (16821.080000 sec): 3 clusters
  Score: Raw -1381953.882836 + Penalty 3070.092881 = -1378883.789955
  nChanged 128
		SP:Iteration 103Q (16821.110000 sec): 3 clusters
  Score: Raw -1382012.277852 + Penalty 3070.092881 = -1378942.184971
  nChanged 137
		SP:Iteration 104Q (16821.140000 sec): 3 clusters
  Score: Raw -1382064.787558 + Penalty 3070.092881 = -1378994.694676
  nChanged 128
		SP:Iteration 105Q (16821.160000 sec): 3 clusters
  Score: Raw -1382111.348702 + Penalty 3070.092881 = -1379041.255821
  nChanged 119
		SP:Iteration 106Q (16821.190000 sec): 3 clusters
  Score: Raw -1382162.373173 + Penalty 3070.092881 = -1379092.280292
  nChanged 137
		SP:Iteration 107Q (16821.220000 sec): 3 clusters
  Score: Raw -1382226.812900 + Penalty 3070.092881 = -1379156.720019
  nChanged 143
		SP:Iteration 108Q (16821.240000 sec): 3 clusters
  Score: Raw -1382295.255242 + Penalty 3070.092881 = -1379225.162360
  nChanged 122
		SP:Iteration 109Q (16821.270000 sec): 3 clusters
  Score: Raw -1382344.646216 + Penalty 3070.092881 = -1379274.553335
  nChanged 109
		SP:Iteration 110Q (16821.300000 sec): 3 clusters
  Score: Raw -1382391.437874 + Penalty 3070.092881 = -1379321.344992
  nChanged 111
		SP:Iteration 111Q (16821.320000 sec): 3 clusters
  Score: Raw -1382445.402696 + Penalty 3070.092881 = -1379375.309815
  nChanged 100
		SP:Iteration 112Q (16821.350000 sec): 3 clusters
  Score: Raw -1382485.846959 + Penalty 3070.092881 = -1379415.754078
  nChanged 77
		SP:Iteration 113Q (16821.370000 sec): 3 clusters
  Score: Raw -1382523.684399 + Penalty 3070.092881 = -1379453.591518
  nChanged 81
		SP:Iteration 114Q (16821.400000 sec): 3 clusters
  Score: Raw -1382568.695261 + Penalty 3070.092881 = -1379498.602380
  nChanged 71
		SP:Iteration 115Q (16821.420000 sec): 3 clusters
  Score: Raw -1382608.998602 + Penalty 3070.092881 = -1379538.905720
  nChanged 74
		SP:Iteration 116Q (16821.450000 sec): 3 clusters
  Score: Raw -1382650.710582 + Penalty 3070.092881 = -1379580.617701
  nChanged 72
		SP:Iteration 117Q (16821.470000 sec): 3 clusters
  Score: Raw -1382684.501990 + Penalty 3070.092881 = -1379614.409109
  nChanged 50
		SP:Iteration 118Q (16821.500000 sec): 3 clusters
  Score: Raw -1382707.385578 + Penalty 3070.092881 = -1379637.292697
  nChanged 51
		SP:Iteration 119Q (16821.520000 sec): 3 clusters
  Score: Raw -1382727.173637 + Penalty 3070.092881 = -1379657.080755
  nChanged 36
		SP:Iteration 120F (16821.550000 sec): 3 clusters
  Score: Raw -1382739.173482 + Penalty 3070.092881 = -1379669.080601
  nChanged 23
		SP:Iteration 121Q (16821.580000 sec): 3 clusters
  Score: Raw -1382746.942656 + Penalty 3070.092881 = -1379676.849775
  nChanged 26
		SP:Iteration 122Q (16821.600000 sec): 3 clusters
  Score: Raw -1382754.583095 + Penalty 3070.092881 = -1379684.490214
  nChanged 23
		SP:Iteration 123Q (16821.620000 sec): 3 clusters
  Score: Raw -1382764.153167 + Penalty 3070.092881 = -1379694.060285
  nChanged 22
		SP:Iteration 124Q (16821.650000 sec): 3 clusters
  Score: Raw -1382772.759775 + Penalty 3070.092881 = -1379702.666894
  nChanged 16
		SP:Iteration 125Q (16821.670000 sec): 3 clusters
  Score: Raw -1382779.783098 + Penalty 3070.092881 = -1379709.690217
  nChanged 11
		SP:Iteration 126Q (16821.700000 sec): 3 clusters
  Score: Raw -1382783.200604 + Penalty 3070.092881 = -1379713.107723
  nChanged 9
		SP:Iteration 127Q (16821.720000 sec): 3 clusters
  Score: Raw -1382785.950321 + Penalty 3070.092881 = -1379715.857439
  nChanged 7
		SP:Iteration 128Q (16821.740000 sec): 3 clusters
  Score: Raw -1382789.076727 + Penalty 3070.092881 = -1379718.983845
  nChanged 8
		SP:Iteration 129Q (16821.760000 sec): 3 clusters
  Score: Raw -1382791.776265 + Penalty 3070.092881 = -1379721.683384
  nChanged 7
		SP:Iteration 130Q (16821.790000 sec): 3 clusters
  Score: Raw -1382793.968115 + Penalty 3070.092881 = -1379723.875233
  nChanged 7
		SP:Iteration 131Q (16821.810000 sec): 3 clusters
  Score: Raw -1382797.333148 + Penalty 3070.092881 = -1379727.240266
  nChanged 6
		SP:Iteration 132Q (16821.840000 sec): 3 clusters
  Score: Raw -1382799.409780 + Penalty 3070.092881 = -1379729.316899
  nChanged 6
		SP:Iteration 133Q (16821.860000 sec): 3 clusters
  Score: Raw -1382801.329093 + Penalty 3070.092881 = -1379731.236212
  nChanged 6
		SP:Iteration 134Q (16821.880000 sec): 3 clusters
  Score: Raw -1382803.102476 + Penalty 3070.092881 = -1379733.009595
  nChanged 5
		SP:Iteration 135Q (16821.900000 sec): 3 clusters
  Score: Raw -1382804.879171 + Penalty 3070.092881 = -1379734.786290
  nChanged 4
		SP:Iteration 136Q (16821.930000 sec): 3 clusters
  Score: Raw -1382806.138131 + Penalty 3070.092881 = -1379736.045250
  nChanged 2
		SP:Iteration 137Q (16821.950000 sec): 3 clusters
  Score: Raw -1382806.710114 + Penalty 3070.092881 = -1379736.617232
  nChanged 2
		SP:Iteration 138Q (16821.980000 sec): 3 clusters
  Score: Raw -1382807.374166 + Penalty 3070.092881 = -1379737.281285
  nChanged 0
		SP:Iteration 139F (16822.000000 sec): 3 clusters
  Score: Raw -1382807.374166 + Penalty 3070.092881 = -1379737.281285
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16822.020000 sec): 2 clusters
  Score: Raw -118309.213355 + Penalty 1147.048200 = -117162.165155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16822.020000 sec): 3 clusters
  Score: Raw -117936.180573 + Penalty 2294.096400 = -115642.084173
  nChanged 373
		SP:Iteration 1F (16822.020000 sec): 3 clusters
  Score: Raw -118355.911827 + Penalty 2294.096400 = -116061.815427
  nChanged 99
		SP:Iteration 2F (16822.020000 sec): 3 clusters
  Score: Raw -118522.964955 + Penalty 2294.096400 = -116228.868556
  nChanged 80
		SP:Iteration 3F (16822.030000 sec): 3 clusters
  Score: Raw -118641.213813 + Penalty 2294.096400 = -116347.117413
  nChanged 59
		SP:Iteration 4F (16822.030000 sec): 3 clusters
  Score: Raw -118730.965371 + Penalty 2294.096400 = -116436.868971
  nChanged 48
		SP:Iteration 5Q (16822.030000 sec): 3 clusters
  Score: Raw -118819.329031 + Penalty 2294.096400 = -116525.232631
  nChanged 43
		SP:Iteration 6Q (16822.040000 sec): 3 clusters
  Score: Raw -118895.544528 + Penalty 2294.096400 = -116601.448128
  nChanged 35
		SP:Iteration 7Q (16822.040000 sec): 3 clusters
  Score: Raw -118936.588664 + Penalty 2294.096400 = -116642.492265
  nChanged 25
		SP:Iteration 8Q (16822.040000 sec): 3 clusters
  Score: Raw -118967.708259 + Penalty 2294.096400 = -116673.611860
  nChanged 22
		SP:Iteration 9Q (16822.040000 sec): 3 clusters
  Score: Raw -118999.374003 + Penalty 2294.096400 = -116705.277604
  nChanged 15
		SP:Iteration 10Q (16822.040000 sec): 3 clusters
  Score: Raw -119018.991937 + Penalty 2294.096400 = -116724.895538
  nChanged 10
		SP:Iteration 11Q (16822.050000 sec): 3 clusters
  Score: Raw -119031.622651 + Penalty 2294.096400 = -116737.526252
  nChanged 7
		SP:Iteration 12Q (16822.050000 sec): 3 clusters
  Score: Raw -119036.321321 + Penalty 2294.096400 = -116742.224921
  nChanged 6
		SP:Iteration 13Q (16822.050000 sec): 3 clusters
  Score: Raw -119042.464072 + Penalty 2294.096400 = -116748.367673
  nChanged 5
		SP:Iteration 14Q (16822.060000 sec): 3 clusters
  Score: Raw -119046.640110 + Penalty 2294.096400 = -116752.543710
  nChanged 0
		SP:Iteration 15F (16822.060000 sec): 3 clusters
  Score: Raw -119046.640110 + Penalty 2294.096400 = -116752.543710
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16822.060000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16822.060000 sec): 3 clusters
  Score: Raw -69599.690216 + Penalty 2094.342658 = -67505.347558
  nChanged 160
		SP:Iteration 1F (16822.070000 sec): 3 clusters
  Score: Raw -69805.508424 + Penalty 2094.342658 = -67711.165766
  nChanged 35
		SP:Iteration 2F (16822.070000 sec): 3 clusters
  Score: Raw -69867.907075 + Penalty 2094.342658 = -67773.564417
  nChanged 20
		SP:Iteration 3Q (16822.070000 sec): 3 clusters
  Score: Raw -69898.381103 + Penalty 2094.342658 = -67804.038445
  nChanged 15
		SP:Iteration 4Q (16822.070000 sec): 3 clusters
  Score: Raw -69929.473425 + Penalty 2094.342658 = -67835.130767
  nChanged 13
		SP:Iteration 5Q (16822.070000 sec): 3 clusters
  Score: Raw -69961.147411 + Penalty 2094.342658 = -67866.804753
  nChanged 15
		SP:Iteration 6Q (16822.080000 sec): 3 clusters
  Score: Raw -69993.752587 + Penalty 2094.342658 = -67899.409928
  nChanged 16
		SP:Iteration 7Q (16822.080000 sec): 3 clusters
  Score: Raw -70016.541158 + Penalty 2094.342658 = -67922.198500
  nChanged 7
		SP:Iteration 8Q (16822.080000 sec): 3 clusters
  Score: Raw -70025.792655 + Penalty 2094.342658 = -67931.449996
  nChanged 9
		SP:Iteration 9Q (16822.080000 sec): 3 clusters
  Score: Raw -70048.881848 + Penalty 2094.342658 = -67954.539189
  nChanged 12
		SP:Iteration 10Q (16822.080000 sec): 3 clusters
  Score: Raw -70069.216921 + Penalty 2094.342658 = -67974.874263
  nChanged 4
		SP:Iteration 11Q (16822.080000 sec): 3 clusters
  Score: Raw -70073.931047 + Penalty 2094.342658 = -67979.588389
  nChanged 3
		SP:Iteration 12Q (16822.080000 sec): 3 clusters
  Score: Raw -70084.120182 + Penalty 2094.342658 = -67989.777524
  nChanged 2
		SP:Iteration 13Q (16822.080000 sec): 3 clusters
  Score: Raw -70088.127210 + Penalty 2094.342658 = -67993.784552
  nChanged 4
		SP:Iteration 14Q (16822.080000 sec): 3 clusters
  Score: Raw -70095.513243 + Penalty 2094.342658 = -68001.170585
  nChanged 4
		SP:Iteration 15Q (16822.090000 sec): 3 clusters
  Score: Raw -70106.027343 + Penalty 2094.342658 = -68011.684684
  nChanged 2
		SP:Iteration 16Q (16822.090000 sec): 3 clusters
  Score: Raw -70107.737112 + Penalty 2094.342658 = -68013.394453
  nChanged 1
		SP:Iteration 17Q (16822.090000 sec): 3 clusters
  Score: Raw -70109.310336 + Penalty 2094.342658 = -68014.967677
  nChanged 1
		SP:Iteration 18Q (16822.090000 sec): 3 clusters
  Score: Raw -70110.851011 + Penalty 2094.342658 = -68016.508353
  nChanged 2
		SP:Iteration 19Q (16822.090000 sec): 3 clusters
  Score: Raw -70112.518513 + Penalty 2094.342658 = -68018.175855
  nChanged 1
		SP:Iteration 20F (16822.100000 sec): 3 clusters
  Score: Raw -70114.411087 + Penalty 2094.342658 = -68020.068429
  nChanged 3
		SP:Iteration 21Q (16822.100000 sec): 3 clusters
  Score: Raw -70118.234410 + Penalty 2094.342658 = -68023.891752
  nChanged 3
		SP:Iteration 22Q (16822.100000 sec): 3 clusters
  Score: Raw -70124.740996 + Penalty 2094.342658 = -68030.398337
  nChanged 2
		SP:Iteration 23Q (16822.100000 sec): 3 clusters
  Score: Raw -70129.300399 + Penalty 2094.342658 = -68034.957741
  nChanged 2
		SP:Iteration 24Q (16822.100000 sec): 3 clusters
  Score: Raw -70138.638722 + Penalty 2094.342658 = -68044.296063
  nChanged 5
		SP:Iteration 25Q (16822.100000 sec): 3 clusters
  Score: Raw -70147.270592 + Penalty 2094.342658 = -68052.927934
  nChanged 1
		SP:Iteration 26Q (16822.100000 sec): 3 clusters
  Score: Raw -70149.321391 + Penalty 2094.342658 = -68054.978733
  nChanged 3
		SP:Iteration 27Q (16822.100000 sec): 3 clusters
  Score: Raw -70159.823557 + Penalty 2094.342658 = -68065.480899
  nChanged 7
		SP:Iteration 28Q (16822.100000 sec): 3 clusters
  Score: Raw -70173.154557 + Penalty 2094.342658 = -68078.811899
  nChanged 6
		SP:Iteration 29Q (16822.110000 sec): 3 clusters
  Score: Raw -70185.891957 + Penalty 2094.342658 = -68091.549298
  nChanged 6
		SP:Iteration 30Q (16822.110000 sec): 3 clusters
  Score: Raw -70203.366608 + Penalty 2094.342658 = -68109.023949
  nChanged 5
		SP:Iteration 31Q (16822.110000 sec): 3 clusters
  Score: Raw -70212.768145 + Penalty 2094.342658 = -68118.425486
  nChanged 6
		SP:Iteration 32Q (16822.110000 sec): 3 clusters
  Score: Raw -70224.665735 + Penalty 2094.342658 = -68130.323077
  nChanged 2
		SP:Iteration 33Q (16822.110000 sec): 3 clusters
  Score: Raw -70226.864930 + Penalty 2094.342658 = -68132.522272
  nChanged 1
		SP:Iteration 34Q (16822.110000 sec): 3 clusters
  Score: Raw -70230.224686 + Penalty 2094.342658 = -68135.882028
  nChanged 3
		SP:Iteration 35Q (16822.120000 sec): 3 clusters
  Score: Raw -70234.541873 + Penalty 2094.342658 = -68140.199215
  nChanged 1
		SP:Iteration 36Q (16822.120000 sec): 3 clusters
  Score: Raw -70237.244128 + Penalty 2094.342658 = -68142.901469
  nChanged 2
		SP:Iteration 37Q (16822.120000 sec): 3 clusters
  Score: Raw -70241.044386 + Penalty 2094.342658 = -68146.701727
  nChanged 2
		SP:Iteration 38Q (16822.120000 sec): 3 clusters
  Score: Raw -70249.013012 + Penalty 2094.342658 = -68154.670353
  nChanged 3
		SP:Iteration 39Q (16822.120000 sec): 3 clusters
  Score: Raw -70252.518687 + Penalty 2094.342658 = -68158.176028
  nChanged 1
		SP:Iteration 40F (16822.120000 sec): 3 clusters
  Score: Raw -70254.072888 + Penalty 2094.342658 = -68159.730230
  nChanged 1
		SP:Iteration 41Q (16822.120000 sec): 3 clusters
  Score: Raw -70256.675550 + Penalty 2094.342658 = -68162.332891
  nChanged 4
		SP:Iteration 42Q (16822.120000 sec): 3 clusters
  Score: Raw -70262.220907 + Penalty 2094.342658 = -68167.878248
  nChanged 3
		SP:Iteration 43Q (16822.120000 sec): 3 clusters
  Score: Raw -70267.689998 + Penalty 2094.342658 = -68173.347340
  nChanged 4
		SP:Iteration 44Q (16822.120000 sec): 3 clusters
  Score: Raw -70274.798672 + Penalty 2094.342658 = -68180.456014
  nChanged 2
		SP:Iteration 45Q (16822.130000 sec): 3 clusters
  Score: Raw -70283.893741 + Penalty 2094.342658 = -68189.551083
  nChanged 3
		SP:Iteration 46Q (16822.130000 sec): 3 clusters
  Score: Raw -70286.917921 + Penalty 2094.342658 = -68192.575263
  nChanged 1
		SP:Iteration 47Q (16822.130000 sec): 3 clusters
  Score: Raw -70289.367455 + Penalty 2094.342658 = -68195.024797
  nChanged 2
		SP:Iteration 48Q (16822.130000 sec): 3 clusters
  Score: Raw -70291.723722 + Penalty 2094.342658 = -68197.381064
  nChanged 1
		SP:Iteration 49Q (16822.130000 sec): 3 clusters
  Score: Raw -70292.712816 + Penalty 2094.342658 = -68198.370157
  nChanged 1
		SP:Iteration 50Q (16822.130000 sec): 3 clusters
  Score: Raw -70293.389553 + Penalty 2094.342658 = -68199.046894
  nChanged 0
		SP:Iteration 51F (16822.140000 sec): 3 clusters
  Score: Raw -70293.389553 + Penalty 2094.342658 = -68199.046894
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16823.540000 sec): 2 clusters
  Score: Raw -58067606.602357 + Penalty 2131.340379 = -58065475.261978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16824.830000 sec): 3 clusters
  Score: Raw -57733283.476275 + Penalty 4262.680759 = -57729020.795516
  nChanged 243394
		SP:Iteration 1F (16826.080000 sec): 3 clusters
  Score: Raw -57881782.945158 + Penalty 4262.680759 = -57877520.264399
  nChanged 13754
		SP:Iteration 2Q (16827.370000 sec): 3 clusters
  Score: Raw -57885054.209071 + Penalty 4262.680759 = -57880791.528312
  nChanged 15957
		SP:Iteration 3Q (16828.670000 sec): 3 clusters
  Score: Raw -57889707.896395 + Penalty 4262.680759 = -57885445.215636
  nChanged 19090
		SP:Iteration 4Q (16829.960000 sec): 3 clusters
  Score: Raw -57896610.566820 + Penalty 4262.680759 = -57892347.886061
  nChanged 22973
		SP:Iteration 5Q (16831.250000 sec): 3 clusters
  Score: Raw -57907143.565857 + Penalty 4262.680759 = -57902880.885098
  nChanged 27149
		SP:Iteration 6F (16832.500000 sec): 3 clusters
  Score: Raw -57922649.837286 + Penalty 4262.680759 = -57918387.156527
  nChanged 30548
		SP:Iteration 7F (16833.760000 sec): 3 clusters
  Score: Raw -57943353.333588 + Penalty 4262.680759 = -57939090.652829
  nChanged 31684
		SP:Iteration 8F (16835.010000 sec): 3 clusters
  Score: Raw -57965635.077967 + Penalty 4262.680759 = -57961372.397208
  nChanged 28499
		SP:Iteration 9F (16836.270000 sec): 3 clusters
  Score: Raw -57982238.770611 + Penalty 4262.680759 = -57977976.089852
  nChanged 21936
		SP:Iteration 10Q (16837.570000 sec): 3 clusters
  Score: Raw -57991344.935305 + Penalty 4262.680759 = -57987082.254546
  nChanged 14827
		SP:Iteration 11Q (16838.840000 sec): 3 clusters
  Score: Raw -57995608.739591 + Penalty 4262.680759 = -57991346.058832
  nChanged 10027
		SP:Iteration 12Q (16840.100000 sec): 3 clusters
  Score: Raw -57997869.183995 + Penalty 4262.680759 = -57993606.503236
  nChanged 7402
		SP:Iteration 13Q (16841.340000 sec): 3 clusters
  Score: Raw -57999415.361043 + Penalty 4262.680759 = -57995152.680284
  nChanged 6356
		SP:Iteration 14Q (16842.590000 sec): 3 clusters
  Score: Raw -58000718.881483 + Penalty 4262.680759 = -57996456.200724
  nChanged 5803
		SP:Iteration 15Q (16843.830000 sec): 3 clusters
  Score: Raw -58001894.454715 + Penalty 4262.680759 = -57997631.773957
  nChanged 5507
		SP:Iteration 16Q (16845.060000 sec): 3 clusters
  Score: Raw -58003022.912997 + Penalty 4262.680759 = -57998760.232239
  nChanged 5407
		SP:Iteration 17Q (16846.300000 sec): 3 clusters
  Score: Raw -58004121.463893 + Penalty 4262.680759 = -57999858.783134
  nChanged 5272
		SP:Iteration 18Q (16847.530000 sec): 3 clusters
  Score: Raw -58005199.730562 + Penalty 4262.680759 = -58000937.049803
  nChanged 5244
		SP:Iteration 19Q (16848.770000 sec): 3 clusters
  Score: Raw -58006277.055490 + Penalty 4262.680759 = -58002014.374732
  nChanged 5217
		SP:Iteration 20F (16850.040000 sec): 3 clusters
  Score: Raw -58007334.648353 + Penalty 4262.680759 = -58003071.967594
  nChanged 5285
		SP:Iteration 21Q (16851.270000 sec): 3 clusters
  Score: Raw -58008398.066460 + Penalty 4262.680759 = -58004135.385701
  nChanged 5180
		SP:Iteration 22Q (16852.510000 sec): 3 clusters
  Score: Raw -58009448.535544 + Penalty 4262.680759 = -58005185.854785
  nChanged 5367
		SP:Iteration 23Q (16853.720000 sec): 3 clusters
  Score: Raw -58010540.680944 + Penalty 4262.680759 = -58006278.000185
  nChanged 5383
		SP:Iteration 24Q (16854.980000 sec): 3 clusters
  Score: Raw -58011651.103920 + Penalty 4262.680759 = -58007388.423161
  nChanged 5458
		SP:Iteration 25Q (16856.180000 sec): 3 clusters
  Score: Raw -58012808.421570 + Penalty 4262.680759 = -58008545.740811
  nChanged 5755
		SP:Iteration 26Q (16857.380000 sec): 3 clusters
  Score: Raw -58014066.943730 + Penalty 4262.680759 = -58009804.262971
  nChanged 6079
		SP:Iteration 27Q (16858.580000 sec): 3 clusters
  Score: Raw -58015447.081221 + Penalty 4262.680759 = -58011184.400462
  nChanged 6330
		SP:Iteration 28Q (16859.770000 sec): 3 clusters
  Score: Raw -58016959.231284 + Penalty 4262.680759 = -58012696.550525
  nChanged 6742
		SP:Iteration 29Q (16860.950000 sec): 3 clusters
  Score: Raw -58018733.121030 + Penalty 4262.680759 = -58014470.440271
  nChanged 7279
		SP:Iteration 30Q (16862.120000 sec): 3 clusters
  Score: Raw -58020800.552055 + Penalty 4262.680759 = -58016537.871296
  nChanged 7751
		SP:Iteration 31Q (16863.290000 sec): 3 clusters
  Score: Raw -58023220.151814 + Penalty 4262.680759 = -58018957.471055
  nChanged 8241
		SP:Iteration 32Q (16864.440000 sec): 3 clusters
  Score: Raw -58026072.778905 + Penalty 4262.680759 = -58021810.098146
  nChanged 9046
		SP:Iteration 33Q (16865.590000 sec): 3 clusters
  Score: Raw -58029532.409607 + Penalty 4262.680759 = -58025269.728848
  nChanged 9498
		SP:Iteration 34Q (16866.720000 sec): 3 clusters
  Score: Raw -58033471.494713 + Penalty 4262.680759 = -58029208.813954
  nChanged 9765
		SP:Iteration 35Q (16867.850000 sec): 3 clusters
  Score: Raw -58037799.865368 + Penalty 4262.680759 = -58033537.184609
  nChanged 9781
		SP:Iteration 36Q (16868.960000 sec): 3 clusters
  Score: Raw -58042306.959285 + Penalty 4262.680759 = -58038044.278527
  nChanged 9662
		SP:Iteration 37Q (16870.040000 sec): 3 clusters
  Score: Raw -58046764.274487 + Penalty 4262.680759 = -58042501.593728
  nChanged 9008
		SP:Iteration 38Q (16871.100000 sec): 3 clusters
  Score: Raw -58050871.096107 + Penalty 4262.680759 = -58046608.415348
  nChanged 8205
		SP:Iteration 39Q (16872.150000 sec): 3 clusters
  Score: Raw -58054491.988210 + Penalty 4262.680759 = -58050229.307451
  nChanged 7233
		SP:Iteration 40F (16873.400000 sec): 3 clusters
  Score: Raw -58057517.071607 + Penalty 4262.680759 = -58053254.390848
  nChanged 6252
		SP:Iteration 41Q (16874.420000 sec): 3 clusters
  Score: Raw -58060020.291122 + Penalty 4262.680759 = -58055757.610363
  nChanged 5344
		SP:Iteration 42Q (16875.420000 sec): 3 clusters
  Score: Raw -58062062.909975 + Penalty 4262.680759 = -58057800.229216
  nChanged 4533
		SP:Iteration 43Q (16876.400000 sec): 3 clusters
  Score: Raw -58063686.281405 + Penalty 4262.680759 = -58059423.600646
  nChanged 3667
		SP:Iteration 44Q (16877.360000 sec): 3 clusters
  Score: Raw -58064898.979960 + Penalty 4262.680759 = -58060636.299201
  nChanged 2934
		SP:Iteration 45Q (16878.310000 sec): 3 clusters
  Score: Raw -58065817.988838 + Penalty 4262.680759 = -58061555.308079
  nChanged 2344
		SP:Iteration 46Q (16879.260000 sec): 3 clusters
  Score: Raw -58066507.898364 + Penalty 4262.680759 = -58062245.217605
  nChanged 1881
		SP:Iteration 47Q (16880.200000 sec): 3 clusters
  Score: Raw -58067013.796639 + Penalty 4262.680759 = -58062751.115880
  nChanged 1511
		SP:Iteration 48Q (16881.140000 sec): 3 clusters
  Score: Raw -58067401.426753 + Penalty 4262.680759 = -58063138.745994
  nChanged 1275
		SP:Iteration 49Q (16882.100000 sec): 3 clusters
  Score: Raw -58067705.686046 + Penalty 4262.680759 = -58063443.005287
  nChanged 994
		SP:Iteration 50Q (16883.040000 sec): 3 clusters
  Score: Raw -58067929.038254 + Penalty 4262.680759 = -58063666.357495
  nChanged 826
		SP:Iteration 51Q (16883.980000 sec): 3 clusters
  Score: Raw -58068101.749115 + Penalty 4262.680759 = -58063839.068357
  nChanged 672
		SP:Iteration 52Q (16884.920000 sec): 3 clusters
  Score: Raw -58068237.064528 + Penalty 4262.680759 = -58063974.383769
  nChanged 593
		SP:Iteration 53Q (16885.860000 sec): 3 clusters
  Score: Raw -58068349.969787 + Penalty 4262.680759 = -58064087.289028
  nChanged 510
		SP:Iteration 54Q (16886.780000 sec): 3 clusters
  Score: Raw -58068441.167378 + Penalty 4262.680759 = -58064178.486619
  nChanged 399
		SP:Iteration 55Q (16887.710000 sec): 3 clusters
  Score: Raw -58068506.346893 + Penalty 4262.680759 = -58064243.666134
  nChanged 339
		SP:Iteration 56Q (16888.630000 sec): 3 clusters
  Score: Raw -58068556.335540 + Penalty 4262.680759 = -58064293.654782
  nChanged 274
		SP:Iteration 57Q (16889.550000 sec): 3 clusters
  Score: Raw -58068595.006642 + Penalty 4262.680759 = -58064332.325883
  nChanged 231
		SP:Iteration 58Q (16890.460000 sec): 3 clusters
  Score: Raw -58068624.858750 + Penalty 4262.680759 = -58064362.177991
  nChanged 202
		SP:Iteration 59Q (16891.390000 sec): 3 clusters
  Score: Raw -58068650.507283 + Penalty 4262.680759 = -58064387.826524
  nChanged 186
		SP:Iteration 60F (16892.630000 sec): 3 clusters
  Score: Raw -58068673.067322 + Penalty 4262.680759 = -58064410.386563
  nChanged 169
		SP:Iteration 61Q (16893.550000 sec): 3 clusters
  Score: Raw -58068691.893503 + Penalty 4262.680759 = -58064429.212744
  nChanged 126
		SP:Iteration 62Q (16894.480000 sec): 3 clusters
  Score: Raw -58068706.105906 + Penalty 4262.680759 = -58064443.425148
  nChanged 110
		SP:Iteration 63Q (16895.390000 sec): 3 clusters
  Score: Raw -58068717.559762 + Penalty 4262.680759 = -58064454.879003
  nChanged 116
		SP:Iteration 64Q (16896.320000 sec): 3 clusters
  Score: Raw -58068728.964906 + Penalty 4262.680759 = -58064466.284148
  nChanged 100
		SP:Iteration 65Q (16897.250000 sec): 3 clusters
  Score: Raw -58068740.856429 + Penalty 4262.680759 = -58064478.175671
  nChanged 100
		SP:Iteration 66Q (16898.170000 sec): 3 clusters
  Score: Raw -58068751.239993 + Penalty 4262.680759 = -58064488.559234
  nChanged 103
		SP:Iteration 67Q (16899.100000 sec): 3 clusters
  Score: Raw -58068761.674849 + Penalty 4262.680759 = -58064498.994090
  nChanged 79
		SP:Iteration 68Q (16900.020000 sec): 3 clusters
  Score: Raw -58068770.473932 + Penalty 4262.680759 = -58064507.793173
  nChanged 78
		SP:Iteration 69Q (16900.940000 sec): 3 clusters
  Score: Raw -58068778.312243 + Penalty 4262.680759 = -58064515.631484
  nChanged 73
		SP:Iteration 70Q (16901.850000 sec): 3 clusters
  Score: Raw -58068784.884429 + Penalty 4262.680759 = -58064522.203670
  nChanged 59
		SP:Iteration 71Q (16902.770000 sec): 3 clusters
  Score: Raw -58068790.467902 + Penalty 4262.680759 = -58064527.787144
  nChanged 49
		SP:Iteration 72Q (16903.690000 sec): 3 clusters
  Score: Raw -58068795.519497 + Penalty 4262.680759 = -58064532.838738
  nChanged 57
		SP:Iteration 73Q (16904.610000 sec): 3 clusters
  Score: Raw -58068801.360812 + Penalty 4262.680759 = -58064538.680053
  nChanged 60
		SP:Iteration 74Q (16905.530000 sec): 3 clusters
  Score: Raw -58068806.344152 + Penalty 4262.680759 = -58064543.663394
  nChanged 50
		SP:Iteration 75Q (16906.440000 sec): 3 clusters
  Score: Raw -58068810.598498 + Penalty 4262.680759 = -58064547.917739
  nChanged 39
		SP:Iteration 76Q (16907.350000 sec): 3 clusters
  Score: Raw -58068814.185375 + Penalty 4262.680759 = -58064551.504616
  nChanged 45
		SP:Iteration 77Q (16908.260000 sec): 3 clusters
  Score: Raw -58068818.154666 + Penalty 4262.680759 = -58064555.473907
  nChanged 37
		SP:Iteration 78Q (16909.180000 sec): 3 clusters
  Score: Raw -58068821.176866 + Penalty 4262.680759 = -58064558.496107
  nChanged 32
		SP:Iteration 79Q (16910.100000 sec): 3 clusters
  Score: Raw -58068823.819598 + Penalty 4262.680759 = -58064561.138839
  nChanged 35
		SP:Iteration 80F (16911.350000 sec): 3 clusters
  Score: Raw -58068825.933489 + Penalty 4262.680759 = -58064563.252730
  nChanged 21
		SP:Iteration 81Q (16912.270000 sec): 3 clusters
  Score: Raw -58068827.097722 + Penalty 4262.680759 = -58064564.416963
  nChanged 12
		SP:Iteration 82Q (16913.180000 sec): 3 clusters
  Score: Raw -58068828.030084 + Penalty 4262.680759 = -58064565.349325
  nChanged 17
		SP:Iteration 83Q (16914.100000 sec): 3 clusters
  Score: Raw -58068829.357161 + Penalty 4262.680759 = -58064566.676402
  nChanged 18
		SP:Iteration 84Q (16915.020000 sec): 3 clusters
  Score: Raw -58068830.401513 + Penalty 4262.680759 = -58064567.720754
  nChanged 14
		SP:Iteration 85Q (16915.940000 sec): 3 clusters
  Score: Raw -58068831.336848 + Penalty 4262.680759 = -58064568.656089
  nChanged 12
		SP:Iteration 86Q (16916.860000 sec): 3 clusters
  Score: Raw -58068832.056633 + Penalty 4262.680759 = -58064569.375874
  nChanged 7
		SP:Iteration 87Q (16917.770000 sec): 3 clusters
  Score: Raw -58068832.630765 + Penalty 4262.680759 = -58064569.950007
  nChanged 8
		SP:Iteration 88Q (16918.690000 sec): 3 clusters
  Score: Raw -58068833.298674 + Penalty 4262.680759 = -58064570.617915
  nChanged 12
		SP:Iteration 89Q (16919.580000 sec): 3 clusters
  Score: Raw -58068834.103251 + Penalty 4262.680759 = -58064571.422492
  nChanged 7
		SP:Iteration 90Q (16920.480000 sec): 3 clusters
  Score: Raw -58068834.656419 + Penalty 4262.680759 = -58064571.975660
  nChanged 8
		SP:Iteration 91Q (16921.390000 sec): 3 clusters
  Score: Raw -58068835.062785 + Penalty 4262.680759 = -58064572.382026
  nChanged 2
		SP:Iteration 92Q (16922.300000 sec): 3 clusters
  Score: Raw -58068835.137462 + Penalty 4262.680759 = -58064572.456703
  nChanged 0
		SP:Iteration 93F (16923.540000 sec): 3 clusters
  Score: Raw -58068835.137462 + Penalty 4262.680759 = -58064572.456703
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16923.790000 sec): 2 clusters
  Score: Raw -811841.333473 + Penalty 1441.208631 = -810400.124842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16923.810000 sec): 3 clusters
  Score: Raw -807984.380243 + Penalty 2882.417262 = -805101.962981
  nChanged 3046
		SP:Iteration 1F (16923.830000 sec): 3 clusters
  Score: Raw -809647.960385 + Penalty 2882.417262 = -806765.543123
  nChanged 521
		SP:Iteration 2F (16923.840000 sec): 3 clusters
  Score: Raw -809951.358119 + Penalty 2882.417262 = -807068.940857
  nChanged 471
		SP:Iteration 3F (16923.860000 sec): 3 clusters
  Score: Raw -810210.279461 + Penalty 2882.417262 = -807327.862200
  nChanged 420
		SP:Iteration 4F (16923.880000 sec): 3 clusters
  Score: Raw -810444.583867 + Penalty 2882.417262 = -807562.166606
  nChanged 362
		SP:Iteration 5F (16923.900000 sec): 3 clusters
  Score: Raw -810670.699746 + Penalty 2882.417262 = -807788.282484
  nChanged 346
		SP:Iteration 6Q (16923.910000 sec): 3 clusters
  Score: Raw -810912.152893 + Penalty 2882.417262 = -808029.735632
  nChanged 383
		SP:Iteration 7F (16923.930000 sec): 3 clusters
  Score: Raw -811171.500186 + Penalty 2882.417262 = -808289.082925
  nChanged 343
		SP:Iteration 8Q (16923.950000 sec): 3 clusters
  Score: Raw -811394.621101 + Penalty 2882.417262 = -808512.203839
  nChanged 280
		SP:Iteration 9Q (16923.960000 sec): 3 clusters
  Score: Raw -811542.582267 + Penalty 2882.417262 = -808660.165006
  nChanged 208
		SP:Iteration 10Q (16923.980000 sec): 3 clusters
  Score: Raw -811625.670083 + Penalty 2882.417262 = -808743.252821
  nChanged 161
		SP:Iteration 11Q (16924.000000 sec): 3 clusters
  Score: Raw -811685.382001 + Penalty 2882.417262 = -808802.964739
  nChanged 113
		SP:Iteration 12Q (16924.010000 sec): 3 clusters
  Score: Raw -811719.354399 + Penalty 2882.417262 = -808836.937137
  nChanged 86
		SP:Iteration 13Q (16924.030000 sec): 3 clusters
  Score: Raw -811741.417825 + Penalty 2882.417262 = -808859.000563
  nChanged 67
		SP:Iteration 14Q (16924.050000 sec): 3 clusters
  Score: Raw -811762.690306 + Penalty 2882.417262 = -808880.273045
  nChanged 49
		SP:Iteration 15Q (16924.060000 sec): 3 clusters
  Score: Raw -811777.546443 + Penalty 2882.417262 = -808895.129181
  nChanged 46
		SP:Iteration 16Q (16924.080000 sec): 3 clusters
  Score: Raw -811788.359356 + Penalty 2882.417262 = -808905.942094
  nChanged 40
		SP:Iteration 17Q (16924.100000 sec): 3 clusters
  Score: Raw -811797.953624 + Penalty 2882.417262 = -808915.536362
  nChanged 49
		SP:Iteration 18Q (16924.110000 sec): 3 clusters
  Score: Raw -811810.042534 + Penalty 2882.417262 = -808927.625272
  nChanged 36
		SP:Iteration 19Q (16924.130000 sec): 3 clusters
  Score: Raw -811817.113101 + Penalty 2882.417262 = -808934.695840
  nChanged 35
		SP:Iteration 20F (16924.150000 sec): 3 clusters
  Score: Raw -811823.634375 + Penalty 2882.417262 = -808941.217113
  nChanged 29
		SP:Iteration 21Q (16924.160000 sec): 3 clusters
  Score: Raw -811828.851534 + Penalty 2882.417262 = -808946.434272
  nChanged 25
		SP:Iteration 22Q (16924.180000 sec): 3 clusters
  Score: Raw -811833.385715 + Penalty 2882.417262 = -808950.968453
  nChanged 18
		SP:Iteration 23Q (16924.200000 sec): 3 clusters
  Score: Raw -811836.130974 + Penalty 2882.417262 = -808953.713712
  nChanged 16
		SP:Iteration 24Q (16924.210000 sec): 3 clusters
  Score: Raw -811838.760464 + Penalty 2882.417262 = -808956.343203
  nChanged 19
		SP:Iteration 25Q (16924.230000 sec): 3 clusters
  Score: Raw -811841.664826 + Penalty 2882.417262 = -808959.247565
  nChanged 13
		SP:Iteration 26Q (16924.250000 sec): 3 clusters
  Score: Raw -811843.215904 + Penalty 2882.417262 = -808960.798642
  nChanged 16
		SP:Iteration 27Q (16924.260000 sec): 3 clusters
  Score: Raw -811845.675489 + Penalty 2882.417262 = -808963.258227
  nChanged 11
		SP:Iteration 28Q (16924.280000 sec): 3 clusters
  Score: Raw -811847.553887 + Penalty 2882.417262 = -808965.136626
  nChanged 8
		SP:Iteration 29Q (16924.300000 sec): 3 clusters
  Score: Raw -811848.947040 + Penalty 2882.417262 = -808966.529779
  nChanged 12
		SP:Iteration 30Q (16924.310000 sec): 3 clusters
  Score: Raw -811850.631147 + Penalty 2882.417262 = -808968.213886
  nChanged 8
		SP:Iteration 31Q (16924.330000 sec): 3 clusters
  Score: Raw -811851.882607 + Penalty 2882.417262 = -808969.465345
  nChanged 9
		SP:Iteration 32Q (16924.340000 sec): 3 clusters
  Score: Raw -811853.143762 + Penalty 2882.417262 = -808970.726500
  nChanged 8
		SP:Iteration 33Q (16924.360000 sec): 3 clusters
  Score: Raw -811854.237699 + Penalty 2882.417262 = -808971.820438
  nChanged 6
		SP:Iteration 34Q (16924.380000 sec): 3 clusters
  Score: Raw -811854.984038 + Penalty 2882.417262 = -808972.566776
  nChanged 9
		SP:Iteration 35Q (16924.390000 sec): 3 clusters
  Score: Raw -811856.388969 + Penalty 2882.417262 = -808973.971707
  nChanged 6
		SP:Iteration 36Q (16924.410000 sec): 3 clusters
  Score: Raw -811857.272530 + Penalty 2882.417262 = -808974.855268
  nChanged 10
		SP:Iteration 37Q (16924.420000 sec): 3 clusters
  Score: Raw -811858.483206 + Penalty 2882.417262 = -808976.065944
  nChanged 9
		SP:Iteration 38Q (16924.440000 sec): 3 clusters
  Score: Raw -811859.482720 + Penalty 2882.417262 = -808977.065458
  nChanged 6
		SP:Iteration 39Q (16924.460000 sec): 3 clusters
  Score: Raw -811860.154759 + Penalty 2882.417262 = -808977.737498
  nChanged 3
		SP:Iteration 40F (16924.480000 sec): 3 clusters
  Score: Raw -811860.580740 + Penalty 2882.417262 = -808978.163478
  nChanged 5
		SP:Iteration 41Q (16924.490000 sec): 3 clusters
  Score: Raw -811860.957332 + Penalty 2882.417262 = -808978.540071
  nChanged 1
		SP:Iteration 42Q (16924.510000 sec): 3 clusters
  Score: Raw -811861.029335 + Penalty 2882.417262 = -808978.612073
  nChanged 2
		SP:Iteration 43Q (16924.520000 sec): 3 clusters
  Score: Raw -811861.281409 + Penalty 2882.417262 = -808978.864148
  nChanged 3
		SP:Iteration 44Q (16924.540000 sec): 3 clusters
  Score: Raw -811861.973244 + Penalty 2882.417262 = -808979.555983
  nChanged 5
		SP:Iteration 45Q (16924.560000 sec): 3 clusters
  Score: Raw -811862.595876 + Penalty 2882.417262 = -808980.178615
  nChanged 3
		SP:Iteration 46Q (16924.570000 sec): 3 clusters
  Score: Raw -811863.052574 + Penalty 2882.417262 = -808980.635312
  nChanged 3
		SP:Iteration 47Q (16924.590000 sec): 3 clusters
  Score: Raw -811863.308254 + Penalty 2882.417262 = -808980.890992
  nChanged 3
		SP:Iteration 48Q (16924.600000 sec): 3 clusters
  Score: Raw -811863.649839 + Penalty 2882.417262 = -808981.232578
  nChanged 5
		SP:Iteration 49Q (16924.620000 sec): 3 clusters
  Score: Raw -811864.256011 + Penalty 2882.417262 = -808981.838750
  nChanged 9
		SP:Iteration 50Q (16924.640000 sec): 3 clusters
  Score: Raw -811865.704137 + Penalty 2882.417262 = -808983.286876
  nChanged 10
		SP:Iteration 51Q (16924.650000 sec): 3 clusters
  Score: Raw -811867.099897 + Penalty 2882.417262 = -808984.682635
  nChanged 6
		SP:Iteration 52Q (16924.670000 sec): 3 clusters
  Score: Raw -811867.796295 + Penalty 2882.417262 = -808985.379034
  nChanged 2
		SP:Iteration 53Q (16924.680000 sec): 3 clusters
  Score: Raw -811868.034442 + Penalty 2882.417262 = -808985.617180
  nChanged 2
		SP:Iteration 54Q (16924.700000 sec): 3 clusters
  Score: Raw -811868.384877 + Penalty 2882.417262 = -808985.967615
  nChanged 4
		SP:Iteration 55Q (16924.720000 sec): 3 clusters
  Score: Raw -811868.935254 + Penalty 2882.417262 = -808986.517992
  nChanged 3
		SP:Iteration 56Q (16924.740000 sec): 3 clusters
  Score: Raw -811869.177321 + Penalty 2882.417262 = -808986.760059
  nChanged 3
		SP:Iteration 57Q (16924.750000 sec): 3 clusters
  Score: Raw -811869.461835 + Penalty 2882.417262 = -808987.044573
  nChanged 1
		SP:Iteration 58Q (16924.770000 sec): 3 clusters
  Score: Raw -811869.552697 + Penalty 2882.417262 = -808987.135436
  nChanged 1
		SP:Iteration 59Q (16924.780000 sec): 3 clusters
  Score: Raw -811869.647026 + Penalty 2882.417262 = -808987.229765
  nChanged 2
		SP:Iteration 60F (16924.800000 sec): 3 clusters
  Score: Raw -811869.995879 + Penalty 2882.417262 = -808987.578618
  nChanged 4
		SP:Iteration 61Q (16924.820000 sec): 3 clusters
  Score: Raw -811870.609643 + Penalty 2882.417262 = -808988.192381
  nChanged 4
		SP:Iteration 62Q (16924.830000 sec): 3 clusters
  Score: Raw -811871.064049 + Penalty 2882.417262 = -808988.646787
  nChanged 3
		SP:Iteration 63Q (16924.850000 sec): 3 clusters
  Score: Raw -811871.462072 + Penalty 2882.417262 = -808989.044811
  nChanged 4
		SP:Iteration 64Q (16924.860000 sec): 3 clusters
  Score: Raw -811871.786398 + Penalty 2882.417262 = -808989.369136
  nChanged 3
		SP:Iteration 65Q (16924.880000 sec): 3 clusters
  Score: Raw -811872.206912 + Penalty 2882.417262 = -808989.789651
  nChanged 3
		SP:Iteration 66Q (16924.900000 sec): 3 clusters
  Score: Raw -811872.511704 + Penalty 2882.417262 = -808990.094443
  nChanged 4
		SP:Iteration 67Q (16924.910000 sec): 3 clusters
  Score: Raw -811873.095402 + Penalty 2882.417262 = -808990.678141
  nChanged 7
		SP:Iteration 68Q (16924.930000 sec): 3 clusters
  Score: Raw -811874.177146 + Penalty 2882.417262 = -808991.759884
  nChanged 7
		SP:Iteration 69Q (16924.950000 sec): 3 clusters
  Score: Raw -811874.920316 + Penalty 2882.417262 = -808992.503055
  nChanged 4
		SP:Iteration 70Q (16924.960000 sec): 3 clusters
  Score: Raw -811875.217001 + Penalty 2882.417262 = -808992.799739
  nChanged 2
		SP:Iteration 71Q (16924.980000 sec): 3 clusters
  Score: Raw -811875.387317 + Penalty 2882.417262 = -808992.970055
  nChanged 0
		SP:Iteration 72F (16925.000000 sec): 3 clusters
  Score: Raw -811875.387317 + Penalty 2882.417262 = -808992.970055
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16925.020000 sec): 2 clusters
  Score: Raw -1060542.834495 + Penalty 1480.531313 = -1059062.303182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16925.040000 sec): 3 clusters
  Score: Raw -1055397.152912 + Penalty 2961.062627 = -1052436.090286
  nChanged 3899
		SP:Iteration 1F (16925.060000 sec): 3 clusters
  Score: Raw -1057544.384450 + Penalty 2961.062627 = -1054583.321823
  nChanged 635
		SP:Iteration 2F (16925.090000 sec): 3 clusters
  Score: Raw -1057918.109379 + Penalty 2961.062627 = -1054957.046752
  nChanged 650
		SP:Iteration 3F (16925.110000 sec): 3 clusters
  Score: Raw -1058380.829173 + Penalty 2961.062627 = -1055419.766546
  nChanged 686
		SP:Iteration 4F (16925.130000 sec): 3 clusters
  Score: Raw -1058905.374945 + Penalty 2961.062627 = -1055944.312318
  nChanged 657
		SP:Iteration 5F (16925.150000 sec): 3 clusters
  Score: Raw -1059435.221740 + Penalty 2961.062627 = -1056474.159114
  nChanged 584
		SP:Iteration 6F (16925.170000 sec): 3 clusters
  Score: Raw -1059824.065514 + Penalty 2961.062627 = -1056863.002888
  nChanged 456
		SP:Iteration 7F (16925.200000 sec): 3 clusters
  Score: Raw -1060073.015285 + Penalty 2961.062627 = -1057111.952659
  nChanged 338
		SP:Iteration 8Q (16925.220000 sec): 3 clusters
  Score: Raw -1060239.194725 + Penalty 2961.062627 = -1057278.132098
  nChanged 249
		SP:Iteration 9Q (16925.240000 sec): 3 clusters
  Score: Raw -1060338.771216 + Penalty 2961.062627 = -1057377.708589
  nChanged 161
		SP:Iteration 10Q (16925.260000 sec): 3 clusters
  Score: Raw -1060393.336125 + Penalty 2961.062627 = -1057432.273499
  nChanged 130
		SP:Iteration 11Q (16925.280000 sec): 3 clusters
  Score: Raw -1060430.181249 + Penalty 2961.062627 = -1057469.118622
  nChanged 90
		SP:Iteration 12Q (16925.300000 sec): 3 clusters
  Score: Raw -1060452.795701 + Penalty 2961.062627 = -1057491.733075
  nChanged 76
		SP:Iteration 13Q (16925.320000 sec): 3 clusters
  Score: Raw -1060471.905627 + Penalty 2961.062627 = -1057510.843000
  nChanged 66
		SP:Iteration 14Q (16925.340000 sec): 3 clusters
  Score: Raw -1060485.572617 + Penalty 2961.062627 = -1057524.509991
  nChanged 53
		SP:Iteration 15Q (16925.360000 sec): 3 clusters
  Score: Raw -1060496.930044 + Penalty 2961.062627 = -1057535.867417
  nChanged 53
		SP:Iteration 16Q (16925.390000 sec): 3 clusters
  Score: Raw -1060509.234639 + Penalty 2961.062627 = -1057548.172013
  nChanged 42
		SP:Iteration 17Q (16925.410000 sec): 3 clusters
  Score: Raw -1060518.776156 + Penalty 2961.062627 = -1057557.713530
  nChanged 45
		SP:Iteration 18Q (16925.430000 sec): 3 clusters
  Score: Raw -1060528.650939 + Penalty 2961.062627 = -1057567.588312
  nChanged 40
		SP:Iteration 19Q (16925.450000 sec): 3 clusters
  Score: Raw -1060538.420973 + Penalty 2961.062627 = -1057577.358347
  nChanged 58
		SP:Iteration 20F (16925.470000 sec): 3 clusters
  Score: Raw -1060555.959196 + Penalty 2961.062627 = -1057594.896570
  nChanged 59
		SP:Iteration 21Q (16925.500000 sec): 3 clusters
  Score: Raw -1060569.352831 + Penalty 2961.062627 = -1057608.290204
  nChanged 57
		SP:Iteration 22Q (16925.510000 sec): 3 clusters
  Score: Raw -1060585.942703 + Penalty 2961.062627 = -1057624.880076
  nChanged 50
		SP:Iteration 23Q (16925.530000 sec): 3 clusters
  Score: Raw -1060599.252167 + Penalty 2961.062627 = -1057638.189540
  nChanged 47
		SP:Iteration 24Q (16925.560000 sec): 3 clusters
  Score: Raw -1060611.270351 + Penalty 2961.062627 = -1057650.207724
  nChanged 50
		SP:Iteration 25Q (16925.580000 sec): 3 clusters
  Score: Raw -1060625.329225 + Penalty 2961.062627 = -1057664.266598
  nChanged 52
		SP:Iteration 26Q (16925.600000 sec): 3 clusters
  Score: Raw -1060639.370693 + Penalty 2961.062627 = -1057678.308067
  nChanged 53
		SP:Iteration 27Q (16925.620000 sec): 3 clusters
  Score: Raw -1060653.017879 + Penalty 2961.062627 = -1057691.955253
  nChanged 42
		SP:Iteration 28Q (16925.640000 sec): 3 clusters
  Score: Raw -1060663.530060 + Penalty 2961.062627 = -1057702.467434
  nChanged 43
		SP:Iteration 29Q (16925.660000 sec): 3 clusters
  Score: Raw -1060673.500609 + Penalty 2961.062627 = -1057712.437982
  nChanged 31
		SP:Iteration 30Q (16925.680000 sec): 3 clusters
  Score: Raw -1060681.615318 + Penalty 2961.062627 = -1057720.552691
  nChanged 32
		SP:Iteration 31Q (16925.700000 sec): 3 clusters
  Score: Raw -1060688.565922 + Penalty 2961.062627 = -1057727.503296
  nChanged 26
		SP:Iteration 32Q (16925.720000 sec): 3 clusters
  Score: Raw -1060693.763639 + Penalty 2961.062627 = -1057732.701013
  nChanged 18
		SP:Iteration 33Q (16925.750000 sec): 3 clusters
  Score: Raw -1060697.768261 + Penalty 2961.062627 = -1057736.705634
  nChanged 19
		SP:Iteration 34Q (16925.770000 sec): 3 clusters
  Score: Raw -1060701.640603 + Penalty 2961.062627 = -1057740.577977
  nChanged 15
		SP:Iteration 35Q (16925.790000 sec): 3 clusters
  Score: Raw -1060704.753771 + Penalty 2961.062627 = -1057743.691144
  nChanged 15
		SP:Iteration 36Q (16925.810000 sec): 3 clusters
  Score: Raw -1060707.738914 + Penalty 2961.062627 = -1057746.676287
  nChanged 17
		SP:Iteration 37Q (16925.830000 sec): 3 clusters
  Score: Raw -1060711.323744 + Penalty 2961.062627 = -1057750.261118
  nChanged 15
		SP:Iteration 38Q (16925.850000 sec): 3 clusters
  Score: Raw -1060715.032160 + Penalty 2961.062627 = -1057753.969534
  nChanged 16
		SP:Iteration 39Q (16925.880000 sec): 3 clusters
  Score: Raw -1060718.554692 + Penalty 2961.062627 = -1057757.492066
  nChanged 18
		SP:Iteration 40F (16925.900000 sec): 3 clusters
  Score: Raw -1060722.939569 + Penalty 2961.062627 = -1057761.876943
  nChanged 14
		SP:Iteration 41Q (16925.920000 sec): 3 clusters
  Score: Raw -1060725.761082 + Penalty 2961.062627 = -1057764.698456
  nChanged 8
		SP:Iteration 42Q (16925.940000 sec): 3 clusters
  Score: Raw -1060727.568244 + Penalty 2961.062627 = -1057766.505617
  nChanged 5
		SP:Iteration 43Q (16925.960000 sec): 3 clusters
  Score: Raw -1060728.825429 + Penalty 2961.062627 = -1057767.762802
  nChanged 7
		SP:Iteration 44Q (16925.980000 sec): 3 clusters
  Score: Raw -1060730.464186 + Penalty 2961.062627 = -1057769.401560
  nChanged 9
		SP:Iteration 45Q (16926.000000 sec): 3 clusters
  Score: Raw -1060732.485261 + Penalty 2961.062627 = -1057771.422634
  nChanged 5
		SP:Iteration 46Q (16926.020000 sec): 3 clusters
  Score: Raw -1060733.405369 + Penalty 2961.062627 = -1057772.342742
  nChanged 5
		SP:Iteration 47Q (16926.050000 sec): 3 clusters
  Score: Raw -1060734.552139 + Penalty 2961.062627 = -1057773.489512
  nChanged 2
		SP:Iteration 48Q (16926.070000 sec): 3 clusters
  Score: Raw -1060734.969099 + Penalty 2961.062627 = -1057773.906473
  nChanged 0
		SP:Iteration 49F (16926.090000 sec): 3 clusters
  Score: Raw -1060734.969099 + Penalty 2961.062627 = -1057773.906473
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16926.100000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16926.100000 sec): 3 clusters
  Score: Raw -14298.707682 + Penalty 1574.360803 = -12724.346879
  nChanged 5
		SP:Iteration 1Q (16926.100000 sec): 3 clusters
  Score: Raw -14317.208173 + Penalty 1574.360803 = -12742.847370
  nChanged 2
		SP:Iteration 2Q (16926.100000 sec): 3 clusters
  Score: Raw -14327.187485 + Penalty 1574.360803 = -12752.826682
  nChanged 0
		SP:Iteration 3F (16926.100000 sec): 3 clusters
  Score: Raw -14327.187485 + Penalty 1574.360803 = -12752.826682
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16926.100000 sec): 2 clusters
  Score: Raw -84624.397221 + Penalty 1074.456668 = -83549.940553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16926.110000 sec): 3 clusters
  Score: Raw -84443.790869 + Penalty 2148.913336 = -82294.877532
  nChanged 174
		SP:Iteration 1F (16926.110000 sec): 3 clusters
  Score: Raw -84624.626642 + Penalty 2148.913336 = -82475.713306
  nChanged 47
		SP:Iteration 2F (16926.110000 sec): 3 clusters
  Score: Raw -84694.998215 + Penalty 2148.913336 = -82546.084879
  nChanged 32
		SP:Iteration 3Q (16926.110000 sec): 3 clusters
  Score: Raw -84744.450769 + Penalty 2148.913336 = -82595.537433
  nChanged 22
		SP:Iteration 4Q (16926.110000 sec): 3 clusters
  Score: Raw -84772.309581 + Penalty 2148.913336 = -82623.396245
  nChanged 13
		SP:Iteration 5Q (16926.120000 sec): 3 clusters
  Score: Raw -84784.107672 + Penalty 2148.913336 = -82635.194336
  nChanged 12
		SP:Iteration 6Q (16926.120000 sec): 3 clusters
  Score: Raw -84800.203607 + Penalty 2148.913336 = -82651.290271
  nChanged 9
		SP:Iteration 7Q (16926.120000 sec): 3 clusters
  Score: Raw -84809.046276 + Penalty 2148.913336 = -82660.132939
  nChanged 4
		SP:Iteration 8Q (16926.120000 sec): 3 clusters
  Score: Raw -84813.739207 + Penalty 2148.913336 = -82664.825870
  nChanged 3
		SP:Iteration 9Q (16926.120000 sec): 3 clusters
  Score: Raw -84815.969726 + Penalty 2148.913336 = -82667.056389
  nChanged 3
		SP:Iteration 10Q (16926.120000 sec): 3 clusters
  Score: Raw -84819.217373 + Penalty 2148.913336 = -82670.304037
  nChanged 3
		SP:Iteration 11Q (16926.120000 sec): 3 clusters
  Score: Raw -84821.746317 + Penalty 2148.913336 = -82672.832980
  nChanged 0
		SP:Iteration 12F (16926.130000 sec): 3 clusters
  Score: Raw -84821.746317 + Penalty 2148.913336 = -82672.832980
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16926.140000 sec): 2 clusters
  Score: Raw -415748.205101 + Penalty 1344.996816 = -414403.208285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16926.150000 sec): 3 clusters
  Score: Raw -413816.312303 + Penalty 2689.993631 = -411126.318671
  nChanged 1562
		SP:Iteration 1F (16926.160000 sec): 3 clusters
  Score: Raw -414957.374374 + Penalty 2689.993631 = -412267.380743
  nChanged 372
		SP:Iteration 2F (16926.170000 sec): 3 clusters
  Score: Raw -415347.065961 + Penalty 2689.993631 = -412657.072330
  nChanged 279
		SP:Iteration 3F (16926.180000 sec): 3 clusters
  Score: Raw -415606.218746 + Penalty 2689.993631 = -412916.225114
  nChanged 209
		SP:Iteration 4F (16926.190000 sec): 3 clusters
  Score: Raw -415765.233534 + Penalty 2689.993631 = -413075.239903
  nChanged 178
		SP:Iteration 5Q (16926.200000 sec): 3 clusters
  Score: Raw -415885.584283 + Penalty 2689.993631 = -413195.590652
  nChanged 130
		SP:Iteration 6Q (16926.210000 sec): 3 clusters
  Score: Raw -415965.590854 + Penalty 2689.993631 = -413275.597223
  nChanged 112
		SP:Iteration 7Q (16926.220000 sec): 3 clusters
  Score: Raw -416017.266601 + Penalty 2689.993631 = -413327.272969
  nChanged 76
		SP:Iteration 8Q (16926.220000 sec): 3 clusters
  Score: Raw -416054.432912 + Penalty 2689.993631 = -413364.439280
  nChanged 69
		SP:Iteration 9Q (16926.230000 sec): 3 clusters
  Score: Raw -416086.422511 + Penalty 2689.993631 = -413396.428880
  nChanged 63
		SP:Iteration 10Q (16926.240000 sec): 3 clusters
  Score: Raw -416109.362906 + Penalty 2689.993631 = -413419.369275
  nChanged 53
		SP:Iteration 11Q (16926.250000 sec): 3 clusters
  Score: Raw -416132.485656 + Penalty 2689.993631 = -413442.492024
  nChanged 54
		SP:Iteration 12Q (16926.260000 sec): 3 clusters
  Score: Raw -416154.202985 + Penalty 2689.993631 = -413464.209353
  nChanged 47
		SP:Iteration 13Q (16926.270000 sec): 3 clusters
  Score: Raw -416174.109254 + Penalty 2689.993631 = -413484.115622
  nChanged 43
		SP:Iteration 14Q (16926.280000 sec): 3 clusters
  Score: Raw -416191.310640 + Penalty 2689.993631 = -413501.317008
  nChanged 37
		SP:Iteration 15Q (16926.290000 sec): 3 clusters
  Score: Raw -416205.634863 + Penalty 2689.993631 = -413515.641232
  nChanged 35
		SP:Iteration 16Q (16926.300000 sec): 3 clusters
  Score: Raw -416219.103056 + Penalty 2689.993631 = -413529.109425
  nChanged 39
		SP:Iteration 17Q (16926.300000 sec): 3 clusters
  Score: Raw -416234.914284 + Penalty 2689.993631 = -413544.920653
  nChanged 34
		SP:Iteration 18Q (16926.310000 sec): 3 clusters
  Score: Raw -416248.438257 + Penalty 2689.993631 = -413558.444626
  nChanged 37
		SP:Iteration 19Q (16926.320000 sec): 3 clusters
  Score: Raw -416263.349792 + Penalty 2689.993631 = -413573.356161
  nChanged 36
		SP:Iteration 20F (16926.330000 sec): 3 clusters
  Score: Raw -416281.051379 + Penalty 2689.993631 = -413591.057747
  nChanged 39
		SP:Iteration 21Q (16926.340000 sec): 3 clusters
  Score: Raw -416296.516535 + Penalty 2689.993631 = -413606.522904
  nChanged 44
		SP:Iteration 22Q (16926.350000 sec): 3 clusters
  Score: Raw -416315.214772 + Penalty 2689.993631 = -413625.221140
  nChanged 40
		SP:Iteration 23Q (16926.360000 sec): 3 clusters
  Score: Raw -416335.022254 + Penalty 2689.993631 = -413645.028623
  nChanged 42
		SP:Iteration 24Q (16926.360000 sec): 3 clusters
  Score: Raw -416351.374348 + Penalty 2689.993631 = -413661.380717
  nChanged 29
		SP:Iteration 25Q (16926.380000 sec): 3 clusters
  Score: Raw -416360.662401 + Penalty 2689.993631 = -413670.668770
  nChanged 19
		SP:Iteration 26Q (16926.390000 sec): 3 clusters
  Score: Raw -416368.704454 + Penalty 2689.993631 = -413678.710822
  nChanged 19
		SP:Iteration 27Q (16926.400000 sec): 3 clusters
  Score: Raw -416376.325245 + Penalty 2689.993631 = -413686.331614
  nChanged 24
		SP:Iteration 28Q (16926.410000 sec): 3 clusters
  Score: Raw -416385.015656 + Penalty 2689.993631 = -413695.022024
  nChanged 20
		SP:Iteration 29Q (16926.410000 sec): 3 clusters
  Score: Raw -416393.917623 + Penalty 2689.993631 = -413703.923992
  nChanged 19
		SP:Iteration 30Q (16926.420000 sec): 3 clusters
  Score: Raw -416400.714478 + Penalty 2689.993631 = -413710.720847
  nChanged 17
		SP:Iteration 31Q (16926.430000 sec): 3 clusters
  Score: Raw -416407.534633 + Penalty 2689.993631 = -413717.541002
  nChanged 18
		SP:Iteration 32Q (16926.440000 sec): 3 clusters
  Score: Raw -416414.522103 + Penalty 2689.993631 = -413724.528471
  nChanged 12
		SP:Iteration 33Q (16926.450000 sec): 3 clusters
  Score: Raw -416418.814190 + Penalty 2689.993631 = -413728.820558
  nChanged 9
		SP:Iteration 34Q (16926.450000 sec): 3 clusters
  Score: Raw -416423.608486 + Penalty 2689.993631 = -413733.614854
  nChanged 9
		SP:Iteration 35Q (16926.470000 sec): 3 clusters
  Score: Raw -416427.800753 + Penalty 2689.993631 = -413737.807122
  nChanged 8
		SP:Iteration 36Q (16926.470000 sec): 3 clusters
  Score: Raw -416430.787290 + Penalty 2689.993631 = -413740.793658
  nChanged 8
		SP:Iteration 37Q (16926.480000 sec): 3 clusters
  Score: Raw -416437.075952 + Penalty 2689.993631 = -413747.082321
  nChanged 13
		SP:Iteration 38Q (16926.490000 sec): 3 clusters
  Score: Raw -416444.461113 + Penalty 2689.993631 = -413754.467481
  nChanged 15
		SP:Iteration 39Q (16926.500000 sec): 3 clusters
  Score: Raw -416451.106422 + Penalty 2689.993631 = -413761.112791
  nChanged 13
		SP:Iteration 40F (16926.510000 sec): 3 clusters
  Score: Raw -416455.350543 + Penalty 2689.993631 = -413765.356912
  nChanged 10
		SP:Iteration 41Q (16926.510000 sec): 3 clusters
  Score: Raw -416460.965591 + Penalty 2689.993631 = -413770.971960
  nChanged 16
		SP:Iteration 42Q (16926.520000 sec): 3 clusters
  Score: Raw -416468.416186 + Penalty 2689.993631 = -413778.422555
  nChanged 13
		SP:Iteration 43Q (16926.530000 sec): 3 clusters
  Score: Raw -416472.644682 + Penalty 2689.993631 = -413782.651051
  nChanged 10
		SP:Iteration 44Q (16926.540000 sec): 3 clusters
  Score: Raw -416476.665768 + Penalty 2689.993631 = -413786.672136
  nChanged 8
		SP:Iteration 45Q (16926.550000 sec): 3 clusters
  Score: Raw -416480.596384 + Penalty 2689.993631 = -413790.602753
  nChanged 10
		SP:Iteration 46Q (16926.550000 sec): 3 clusters
  Score: Raw -416488.635238 + Penalty 2689.993631 = -413798.641607
  nChanged 11
		SP:Iteration 47Q (16926.570000 sec): 3 clusters
  Score: Raw -416498.136141 + Penalty 2689.993631 = -413808.142509
  nChanged 12
		SP:Iteration 48Q (16926.570000 sec): 3 clusters
  Score: Raw -416508.044982 + Penalty 2689.993631 = -413818.051350
  nChanged 17
		SP:Iteration 49Q (16926.580000 sec): 3 clusters
  Score: Raw -416518.437851 + Penalty 2689.993631 = -413828.444219
  nChanged 16
		SP:Iteration 50Q (16926.590000 sec): 3 clusters
  Score: Raw -416530.282242 + Penalty 2689.993631 = -413840.288611
  nChanged 21
		SP:Iteration 51Q (16926.600000 sec): 3 clusters
  Score: Raw -416538.945185 + Penalty 2689.993631 = -413848.951554
  nChanged 14
		SP:Iteration 52Q (16926.610000 sec): 3 clusters
  Score: Raw -416545.419622 + Penalty 2689.993631 = -413855.425991
  nChanged 14
		SP:Iteration 53Q (16926.610000 sec): 3 clusters
  Score: Raw -416555.730673 + Penalty 2689.993631 = -413865.737042
  nChanged 23
		SP:Iteration 54Q (16926.620000 sec): 3 clusters
  Score: Raw -416570.045075 + Penalty 2689.993631 = -413880.051444
  nChanged 18
		SP:Iteration 55Q (16926.630000 sec): 3 clusters
  Score: Raw -416577.844101 + Penalty 2689.993631 = -413887.850470
  nChanged 12
		SP:Iteration 56Q (16926.640000 sec): 3 clusters
  Score: Raw -416581.603535 + Penalty 2689.993631 = -413891.609903
  nChanged 7
		SP:Iteration 57Q (16926.650000 sec): 3 clusters
  Score: Raw -416584.380200 + Penalty 2689.993631 = -413894.386569
  nChanged 7
		SP:Iteration 58Q (16926.650000 sec): 3 clusters
  Score: Raw -416588.997927 + Penalty 2689.993631 = -413899.004295
  nChanged 5
		SP:Iteration 59Q (16926.660000 sec): 3 clusters
  Score: Raw -416591.926502 + Penalty 2689.993631 = -413901.932870
  nChanged 6
		SP:Iteration 60F (16926.670000 sec): 3 clusters
  Score: Raw -416593.611157 + Penalty 2689.993631 = -413903.617525
  nChanged 2
		SP:Iteration 61Q (16926.680000 sec): 3 clusters
  Score: Raw -416594.819744 + Penalty 2689.993631 = -413904.826112
  nChanged 1
		SP:Iteration 62Q (16926.690000 sec): 3 clusters
  Score: Raw -416595.153113 + Penalty 2689.993631 = -413905.159482
  nChanged 0
		SP:Iteration 63F (16926.690000 sec): 3 clusters
  Score: Raw -416595.153113 + Penalty 2689.993631 = -413905.159482
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16926.700000 sec): 2 clusters
  Score: Raw -133100.052921 + Penalty 1185.777288 = -131914.275633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16926.710000 sec): 3 clusters
  Score: Raw -132540.455861 + Penalty 2371.554577 = -130168.901284
  nChanged 491
		SP:Iteration 1F (16926.710000 sec): 3 clusters
  Score: Raw -132991.691562 + Penalty 2371.554577 = -130620.136985
  nChanged 148
		SP:Iteration 2F (16926.710000 sec): 3 clusters
  Score: Raw -133151.407085 + Penalty 2371.554577 = -130779.852508
  nChanged 98
		SP:Iteration 3F (16926.720000 sec): 3 clusters
  Score: Raw -133265.862815 + Penalty 2371.554577 = -130894.308238
  nChanged 56
		SP:Iteration 4Q (16926.720000 sec): 3 clusters
  Score: Raw -133322.797611 + Penalty 2371.554577 = -130951.243034
  nChanged 41
		SP:Iteration 5Q (16926.720000 sec): 3 clusters
  Score: Raw -133364.621410 + Penalty 2371.554577 = -130993.066834
  nChanged 24
		SP:Iteration 6Q (16926.730000 sec): 3 clusters
  Score: Raw -133389.197730 + Penalty 2371.554577 = -131017.643153
  nChanged 16
		SP:Iteration 7Q (16926.730000 sec): 3 clusters
  Score: Raw -133401.795592 + Penalty 2371.554577 = -131030.241015
  nChanged 19
		SP:Iteration 8Q (16926.730000 sec): 3 clusters
  Score: Raw -133418.606193 + Penalty 2371.554577 = -131047.051616
  nChanged 19
		SP:Iteration 9Q (16926.740000 sec): 3 clusters
  Score: Raw -133440.170220 + Penalty 2371.554577 = -131068.615643
  nChanged 15
		SP:Iteration 10Q (16926.740000 sec): 3 clusters
  Score: Raw -133456.261403 + Penalty 2371.554577 = -131084.706827
  nChanged 16
		SP:Iteration 11Q (16926.740000 sec): 3 clusters
  Score: Raw -133472.945111 + Penalty 2371.554577 = -131101.390534
  nChanged 13
		SP:Iteration 12Q (16926.750000 sec): 3 clusters
  Score: Raw -133479.897562 + Penalty 2371.554577 = -131108.342985
  nChanged 7
		SP:Iteration 13Q (16926.750000 sec): 3 clusters
  Score: Raw -133483.143576 + Penalty 2371.554577 = -131111.588999
  nChanged 2
		SP:Iteration 14Q (16926.750000 sec): 3 clusters
  Score: Raw -133484.481446 + Penalty 2371.554577 = -131112.926869
  nChanged 1
		SP:Iteration 15Q (16926.760000 sec): 3 clusters
  Score: Raw -133485.473115 + Penalty 2371.554577 = -131113.918538
  nChanged 2
		SP:Iteration 16Q (16926.760000 sec): 3 clusters
  Score: Raw -133487.974058 + Penalty 2371.554577 = -131116.419481
  nChanged 3
		SP:Iteration 17Q (16926.760000 sec): 3 clusters
  Score: Raw -133489.445352 + Penalty 2371.554577 = -131117.890775
  nChanged 2
		SP:Iteration 18Q (16926.770000 sec): 3 clusters
  Score: Raw -133494.396890 + Penalty 2371.554577 = -131122.842313
  nChanged 4
		SP:Iteration 19Q (16926.770000 sec): 3 clusters
  Score: Raw -133505.705396 + Penalty 2371.554577 = -131134.150819
  nChanged 10
		SP:Iteration 20F (16926.770000 sec): 3 clusters
  Score: Raw -133527.588100 + Penalty 2371.554577 = -131156.033523
  nChanged 10
		SP:Iteration 21Q (16926.770000 sec): 3 clusters
  Score: Raw -133539.760732 + Penalty 2371.554577 = -131168.206155
  nChanged 9
		SP:Iteration 22Q (16926.780000 sec): 3 clusters
  Score: Raw -133544.147838 + Penalty 2371.554577 = -131172.593261
  nChanged 6
		SP:Iteration 23Q (16926.780000 sec): 3 clusters
  Score: Raw -133549.640500 + Penalty 2371.554577 = -131178.085924
  nChanged 12
		SP:Iteration 24Q (16926.790000 sec): 3 clusters
  Score: Raw -133563.472335 + Penalty 2371.554577 = -131191.917758
  nChanged 13
		SP:Iteration 25Q (16926.790000 sec): 3 clusters
  Score: Raw -133572.448542 + Penalty 2371.554577 = -131200.893966
  nChanged 11
		SP:Iteration 26Q (16926.790000 sec): 3 clusters
  Score: Raw -133579.930119 + Penalty 2371.554577 = -131208.375542
  nChanged 6
		SP:Iteration 27Q (16926.790000 sec): 3 clusters
  Score: Raw -133584.284153 + Penalty 2371.554577 = -131212.729576
  nChanged 7
		SP:Iteration 28Q (16926.800000 sec): 3 clusters
  Score: Raw -133588.251332 + Penalty 2371.554577 = -131216.696756
  nChanged 5
		SP:Iteration 29Q (16926.800000 sec): 3 clusters
  Score: Raw -133590.579669 + Penalty 2371.554577 = -131219.025092
  nChanged 4
		SP:Iteration 30Q (16926.810000 sec): 3 clusters
  Score: Raw -133592.721571 + Penalty 2371.554577 = -131221.166994
  nChanged 3
		SP:Iteration 31Q (16926.810000 sec): 3 clusters
  Score: Raw -133595.854651 + Penalty 2371.554577 = -131224.300075
  nChanged 8
		SP:Iteration 32Q (16926.810000 sec): 3 clusters
  Score: Raw -133601.102887 + Penalty 2371.554577 = -131229.548311
  nChanged 9
		SP:Iteration 33Q (16926.810000 sec): 3 clusters
  Score: Raw -133607.905654 + Penalty 2371.554577 = -131236.351077
  nChanged 4
		SP:Iteration 34Q (16926.820000 sec): 3 clusters
  Score: Raw -133609.690152 + Penalty 2371.554577 = -131238.135575
  nChanged 3
		SP:Iteration 35Q (16926.820000 sec): 3 clusters
  Score: Raw -133612.037155 + Penalty 2371.554577 = -131240.482578
  nChanged 2
		SP:Iteration 36Q (16926.830000 sec): 3 clusters
  Score: Raw -133612.618401 + Penalty 2371.554577 = -131241.063825
  nChanged 1
		SP:Iteration 37Q (16926.830000 sec): 3 clusters
  Score: Raw -133612.910194 + Penalty 2371.554577 = -131241.355617
  nChanged 0
		SP:Iteration 38F (16926.830000 sec): 3 clusters
  Score: Raw -133612.910194 + Penalty 2371.554577 = -131241.355617
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 79 (522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16926.840000 sec): 2 clusters
  Score: Raw -59182.806380 + Penalty 1016.870983 = -58165.935397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16926.840000 sec): 3 clusters
  Score: Raw -59082.391730 + Penalty 2033.741966 = -57048.649764
  nChanged 122
		SP:Iteration 1F (16926.840000 sec): 3 clusters
  Score: Raw -59242.308139 + Penalty 2033.741966 = -57208.566173
  nChanged 25
		SP:Iteration 2Q (16926.840000 sec): 3 clusters
  Score: Raw -59286.617102 + Penalty 2033.741966 = -57252.875136
  nChanged 16
		SP:Iteration 3Q (16926.840000 sec): 3 clusters
  Score: Raw -59328.662537 + Penalty 2033.741966 = -57294.920571
  nChanged 11
		SP:Iteration 4Q (16926.840000 sec): 3 clusters
  Score: Raw -59344.631450 + Penalty 2033.741966 = -57310.889484
  nChanged 10
		SP:Iteration 5Q (16926.840000 sec): 3 clusters
  Score: Raw -59366.601233 + Penalty 2033.741966 = -57332.859267
  nChanged 3
		SP:Iteration 6Q (16926.850000 sec): 3 clusters
  Score: Raw -59370.400361 + Penalty 2033.741966 = -57336.658395
  nChanged 1
		SP:Iteration 7Q (16926.850000 sec): 3 clusters
  Score: Raw -59371.708442 + Penalty 2033.741966 = -57337.966476
  nChanged 1
		SP:Iteration 8Q (16926.850000 sec): 3 clusters
  Score: Raw -59373.433023 + Penalty 2033.741966 = -57339.691057
  nChanged 3
		SP:Iteration 9Q (16926.850000 sec): 3 clusters
  Score: Raw -59378.065127 + Penalty 2033.741966 = -57344.323161
  nChanged 3
		SP:Iteration 10Q (16926.850000 sec): 3 clusters
  Score: Raw -59380.668743 + Penalty 2033.741966 = -57346.926776
  nChanged 0
		SP:Iteration 11F (16926.850000 sec): 3 clusters
  Score: Raw -59380.668743 + Penalty 2033.741966 = -57346.926776
  nChanged 0
Iteration 499Q (16936.810000 sec): 80 clusters
  Score: Raw -155818176.365764 + Penalty 181500.365407 = -155636676.000358
  nChanged 0
Iteration 500F (17028.330000 sec): 80 clusters
  Score: Raw -155818176.365764 + Penalty 181500.365407 = -155636676.000358
  nChanged 0
Writing temp clu file 
Compute initial score before splitting:   Score: Raw -155818176.365764 + Penalty 181500.365407 = -155636676.000358
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 1 (63584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17028.710000 sec): 2 clusters
  Score: Raw -7376700.964578 + Penalty 1797.269036 = -7374903.695542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17028.880000 sec): 3 clusters
  Score: Raw -7335927.288068 + Penalty 3594.538072 = -7332332.749995
  nChanged 30023
		SP:Iteration 1F (17029.040000 sec): 3 clusters
  Score: Raw -7353261.360986 + Penalty 3594.538072 = -7349666.822914
  nChanged 2199
		SP:Iteration 2Q (17029.220000 sec): 3 clusters
  Score: Raw -7353823.026455 + Penalty 3594.538072 = -7350228.488383
  nChanged 2135
		SP:Iteration 3Q (17029.390000 sec): 3 clusters
  Score: Raw -7354418.320337 + Penalty 3594.538072 = -7350823.782265
  nChanged 2232
		SP:Iteration 4Q (17029.560000 sec): 3 clusters
  Score: Raw -7355101.295176 + Penalty 3594.538072 = -7351506.757104
  nChanged 2391
		SP:Iteration 5Q (17029.730000 sec): 3 clusters
  Score: Raw -7355957.584555 + Penalty 3594.538072 = -7352363.046483
  nChanged 2611
		SP:Iteration 6Q (17029.900000 sec): 3 clusters
  Score: Raw -7357035.878923 + Penalty 3594.538072 = -7353441.340851
  nChanged 3072
		SP:Iteration 7Q (17030.080000 sec): 3 clusters
  Score: Raw -7358665.080630 + Penalty 3594.538072 = -7355070.542557
  nChanged 3626
		SP:Iteration 8F (17030.240000 sec): 3 clusters
  Score: Raw -7360909.762676 + Penalty 3594.538072 = -7357315.224604
  nChanged 4089
		SP:Iteration 9F (17030.410000 sec): 3 clusters
  Score: Raw -7363867.636602 + Penalty 3594.538072 = -7360273.098530
  nChanged 4241
		SP:Iteration 10F (17030.580000 sec): 3 clusters
  Score: Raw -7367231.572143 + Penalty 3594.538072 = -7363637.034070
  nChanged 3800
		SP:Iteration 11F (17030.740000 sec): 3 clusters
  Score: Raw -7370398.471131 + Penalty 3594.538072 = -7366803.933059
  nChanged 2973
		SP:Iteration 12Q (17030.900000 sec): 3 clusters
  Score: Raw -7372876.911799 + Penalty 3594.538072 = -7369282.373726
  nChanged 2065
		SP:Iteration 13Q (17031.050000 sec): 3 clusters
  Score: Raw -7374551.704342 + Penalty 3594.538072 = -7370957.166270
  nChanged 1347
		SP:Iteration 14Q (17031.190000 sec): 3 clusters
  Score: Raw -7375598.574191 + Penalty 3594.538072 = -7372004.036119
  nChanged 812
		SP:Iteration 15Q (17031.320000 sec): 3 clusters
  Score: Raw -7376202.873125 + Penalty 3594.538072 = -7372608.335053
  nChanged 481
		SP:Iteration 16Q (17031.450000 sec): 3 clusters
  Score: Raw -7376553.726641 + Penalty 3594.538072 = -7372959.188568
  nChanged 258
		SP:Iteration 17Q (17031.580000 sec): 3 clusters
  Score: Raw -7376724.411524 + Penalty 3594.538072 = -7373129.873452
  nChanged 149
		SP:Iteration 18Q (17031.700000 sec): 3 clusters
  Score: Raw -7376819.450355 + Penalty 3594.538072 = -7373224.912283
  nChanged 95
		SP:Iteration 19Q (17031.820000 sec): 3 clusters
  Score: Raw -7376886.432449 + Penalty 3594.538072 = -7373291.894376
  nChanged 70
		SP:Iteration 20F (17031.980000 sec): 3 clusters
  Score: Raw -7376927.370442 + Penalty 3594.538072 = -7373332.832370
  nChanged 45
		SP:Iteration 21Q (17032.100000 sec): 3 clusters
  Score: Raw -7376961.636455 + Penalty 3594.538072 = -7373367.098383
  nChanged 22
		SP:Iteration 22Q (17032.220000 sec): 3 clusters
  Score: Raw -7376976.666464 + Penalty 3594.538072 = -7373382.128392
  nChanged 19
		SP:Iteration 23Q (17032.340000 sec): 3 clusters
  Score: Raw -7376986.293219 + Penalty 3594.538072 = -7373391.755147
  nChanged 12
		SP:Iteration 24Q (17032.460000 sec): 3 clusters
  Score: Raw -7376994.939774 + Penalty 3594.538072 = -7373400.401702
  nChanged 12
		SP:Iteration 25Q (17032.570000 sec): 3 clusters
  Score: Raw -7377003.100187 + Penalty 3594.538072 = -7373408.562115
  nChanged 12
		SP:Iteration 26Q (17032.690000 sec): 3 clusters
  Score: Raw -7377009.857889 + Penalty 3594.538072 = -7373415.319817
  nChanged 10
		SP:Iteration 27Q (17032.810000 sec): 3 clusters
  Score: Raw -7377015.105547 + Penalty 3594.538072 = -7373420.567475
  nChanged 10
		SP:Iteration 28Q (17032.930000 sec): 3 clusters
  Score: Raw -7377022.520056 + Penalty 3594.538072 = -7373427.981983
  nChanged 7
		SP:Iteration 29Q (17033.040000 sec): 3 clusters
  Score: Raw -7377026.811804 + Penalty 3594.538072 = -7373432.273732
  nChanged 4
		SP:Iteration 30Q (17033.160000 sec): 3 clusters
  Score: Raw -7377028.791293 + Penalty 3594.538072 = -7373434.253221
  nChanged 5
		SP:Iteration 31Q (17033.280000 sec): 3 clusters
  Score: Raw -7377032.799181 + Penalty 3594.538072 = -7373438.261109
  nChanged 5
		SP:Iteration 32Q (17033.400000 sec): 3 clusters
  Score: Raw -7377035.686759 + Penalty 3594.538072 = -7373441.148687
  nChanged 4
		SP:Iteration 33Q (17033.510000 sec): 3 clusters
  Score: Raw -7377037.557886 + Penalty 3594.538072 = -7373443.019813
  nChanged 1
		SP:Iteration 34Q (17033.630000 sec): 3 clusters
  Score: Raw -7377037.995177 + Penalty 3594.538072 = -7373443.457105
  nChanged 0
		SP:Iteration 35F (17033.800000 sec): 3 clusters
  Score: Raw -7377037.995177 + Penalty 3594.538072 = -7373443.457105
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 2 (568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17033.830000 sec): 2 clusters
  Score: Raw -52731.811292 + Penalty 1030.594731 = -51701.216562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17033.830000 sec): 3 clusters
  Score: Raw -52676.939320 + Penalty 2061.189461 = -50615.749858
  nChanged 161
		SP:Iteration 1F (17033.830000 sec): 3 clusters
  Score: Raw -52887.377188 + Penalty 2061.189461 = -50826.187727
  nChanged 37
		SP:Iteration 2F (17033.830000 sec): 3 clusters
  Score: Raw -52953.264624 + Penalty 2061.189461 = -50892.075163
  nChanged 15
		SP:Iteration 3Q (17033.840000 sec): 3 clusters
  Score: Raw -52971.493773 + Penalty 2061.189461 = -50910.304312
  nChanged 6
		SP:Iteration 4Q (17033.840000 sec): 3 clusters
  Score: Raw -52977.653390 + Penalty 2061.189461 = -50916.463929
  nChanged 2
		SP:Iteration 5Q (17033.840000 sec): 3 clusters
  Score: Raw -52979.571058 + Penalty 2061.189461 = -50918.381597
  nChanged 1
		SP:Iteration 6Q (17033.840000 sec): 3 clusters
  Score: Raw -52979.883153 + Penalty 2061.189461 = -50918.693692
  nChanged 0
		SP:Iteration 7F (17033.840000 sec): 3 clusters
  Score: Raw -52979.883153 + Penalty 2061.189461 = -50918.693692
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 3 (3947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17033.860000 sec): 2 clusters
  Score: Raw -447890.248639 + Penalty 1345.615550 = -446544.633089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17033.860000 sec): 3 clusters
  Score: Raw -445931.629303 + Penalty 2691.231100 = -443240.398204
  nChanged 1543
		SP:Iteration 1F (17033.870000 sec): 3 clusters
  Score: Raw -446879.894796 + Penalty 2691.231100 = -444188.663696
  nChanged 368
		SP:Iteration 2F (17033.880000 sec): 3 clusters
  Score: Raw -447259.531385 + Penalty 2691.231100 = -444568.300285
  nChanged 337
		SP:Iteration 3F (17033.890000 sec): 3 clusters
  Score: Raw -447634.635467 + Penalty 2691.231100 = -444943.404367
  nChanged 318
		SP:Iteration 4F (17033.900000 sec): 3 clusters
  Score: Raw -447975.163665 + Penalty 2691.231100 = -445283.932566
  nChanged 231
		SP:Iteration 5F (17033.910000 sec): 3 clusters
  Score: Raw -448185.177509 + Penalty 2691.231100 = -445493.946410
  nChanged 167
		SP:Iteration 6Q (17033.920000 sec): 3 clusters
  Score: Raw -448317.479680 + Penalty 2691.231100 = -445626.248581
  nChanged 121
		SP:Iteration 7Q (17033.930000 sec): 3 clusters
  Score: Raw -448401.505299 + Penalty 2691.231100 = -445710.274199
  nChanged 73
		SP:Iteration 8Q (17033.940000 sec): 3 clusters
  Score: Raw -448446.618085 + Penalty 2691.231100 = -445755.386986
  nChanged 55
		SP:Iteration 9Q (17033.950000 sec): 3 clusters
  Score: Raw -448476.523176 + Penalty 2691.231100 = -445785.292076
  nChanged 32
		SP:Iteration 10Q (17033.960000 sec): 3 clusters
  Score: Raw -448492.942991 + Penalty 2691.231100 = -445801.711892
  nChanged 25
		SP:Iteration 11Q (17033.970000 sec): 3 clusters
  Score: Raw -448503.770751 + Penalty 2691.231100 = -445812.539652
  nChanged 16
		SP:Iteration 12Q (17033.980000 sec): 3 clusters
  Score: Raw -448512.340280 + Penalty 2691.231100 = -445821.109181
  nChanged 15
		SP:Iteration 13Q (17033.990000 sec): 3 clusters
  Score: Raw -448521.548915 + Penalty 2691.231100 = -445830.317815
  nChanged 12
		SP:Iteration 14Q (17034.000000 sec): 3 clusters
  Score: Raw -448526.930896 + Penalty 2691.231100 = -445835.699797
  nChanged 12
		SP:Iteration 15Q (17034.000000 sec): 3 clusters
  Score: Raw -448534.010613 + Penalty 2691.231100 = -445842.779513
  nChanged 19
		SP:Iteration 16Q (17034.020000 sec): 3 clusters
  Score: Raw -448545.439309 + Penalty 2691.231100 = -445854.208210
  nChanged 18
		SP:Iteration 17Q (17034.020000 sec): 3 clusters
  Score: Raw -448552.101627 + Penalty 2691.231100 = -445860.870528
  nChanged 6
		SP:Iteration 18Q (17034.030000 sec): 3 clusters
  Score: Raw -448556.092738 + Penalty 2691.231100 = -445864.861638
  nChanged 4
		SP:Iteration 19Q (17034.040000 sec): 3 clusters
  Score: Raw -448558.463948 + Penalty 2691.231100 = -445867.232848
  nChanged 6
		SP:Iteration 20F (17034.050000 sec): 3 clusters
  Score: Raw -448562.045425 + Penalty 2691.231100 = -445870.814325
  nChanged 7
		SP:Iteration 21Q (17034.060000 sec): 3 clusters
  Score: Raw -448565.966259 + Penalty 2691.231100 = -445874.735160
  nChanged 4
		SP:Iteration 22Q (17034.070000 sec): 3 clusters
  Score: Raw -448567.720756 + Penalty 2691.231100 = -445876.489656
  nChanged 4
		SP:Iteration 23Q (17034.080000 sec): 3 clusters
  Score: Raw -448568.813456 + Penalty 2691.231100 = -445877.582356
  nChanged 3
		SP:Iteration 24Q (17034.090000 sec): 3 clusters
  Score: Raw -448569.712106 + Penalty 2691.231100 = -445878.481006
  nChanged 3
		SP:Iteration 25Q (17034.100000 sec): 3 clusters
  Score: Raw -448571.009466 + Penalty 2691.231100 = -445879.778367
  nChanged 3
		SP:Iteration 26Q (17034.100000 sec): 3 clusters
  Score: Raw -448572.928253 + Penalty 2691.231100 = -445881.697153
  nChanged 6
		SP:Iteration 27Q (17034.120000 sec): 3 clusters
  Score: Raw -448574.633125 + Penalty 2691.231100 = -445883.402026
  nChanged 2
		SP:Iteration 28Q (17034.120000 sec): 3 clusters
  Score: Raw -448575.656785 + Penalty 2691.231100 = -445884.425685
  nChanged 1
		SP:Iteration 29Q (17034.130000 sec): 3 clusters
  Score: Raw -448575.948073 + Penalty 2691.231100 = -445884.716973
  nChanged 3
		SP:Iteration 30Q (17034.140000 sec): 3 clusters
  Score: Raw -448578.011808 + Penalty 2691.231100 = -445886.780709
  nChanged 2
		SP:Iteration 31Q (17034.150000 sec): 3 clusters
  Score: Raw -448578.407928 + Penalty 2691.231100 = -445887.176828
  nChanged 0
		SP:Iteration 32F (17034.160000 sec): 3 clusters
  Score: Raw -448578.407928 + Penalty 2691.231100 = -445887.176828
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 4 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17034.170000 sec): 2 clusters
  Score: Raw -40504.321619 + Penalty 959.621300 = -39544.700318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17034.170000 sec): 3 clusters
  Score: Raw -40537.933480 + Penalty 1919.242601 = -38618.690880
  nChanged 73
		SP:Iteration 1F (17034.170000 sec): 3 clusters
  Score: Raw -40694.771656 + Penalty 1919.242601 = -38775.529055
  nChanged 20
		SP:Iteration 2F (17034.170000 sec): 3 clusters
  Score: Raw -40727.964302 + Penalty 1919.242601 = -38808.721702
  nChanged 12
		SP:Iteration 3Q (17034.170000 sec): 3 clusters
  Score: Raw -40751.968953 + Penalty 1919.242601 = -38832.726352
  nChanged 5
		SP:Iteration 4Q (17034.170000 sec): 3 clusters
  Score: Raw -40763.299520 + Penalty 1919.242601 = -38844.056919
  nChanged 5
		SP:Iteration 5Q (17034.170000 sec): 3 clusters
  Score: Raw -40771.564919 + Penalty 1919.242601 = -38852.322318
  nChanged 2
		SP:Iteration 6Q (17034.180000 sec): 3 clusters
  Score: Raw -40775.815392 + Penalty 1919.242601 = -38856.572792
  nChanged 2
		SP:Iteration 7Q (17034.180000 sec): 3 clusters
  Score: Raw -40778.752772 + Penalty 1919.242601 = -38859.510172
  nChanged 0
		SP:Iteration 8F (17034.180000 sec): 3 clusters
  Score: Raw -40778.752772 + Penalty 1919.242601 = -38859.510172
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 5 (10318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17034.210000 sec): 2 clusters
  Score: Raw -1161198.482071 + Penalty 1501.767349 = -1159696.714722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17034.240000 sec): 3 clusters
  Score: Raw -1155420.095087 + Penalty 3003.534697 = -1152416.560390
  nChanged 4341
		SP:Iteration 1F (17034.260000 sec): 3 clusters
  Score: Raw -1157792.054988 + Penalty 3003.534697 = -1154788.520291
  nChanged 619
		SP:Iteration 2F (17034.290000 sec): 3 clusters
  Score: Raw -1158093.779272 + Penalty 3003.534697 = -1155090.244575
  nChanged 570
		SP:Iteration 3F (17034.310000 sec): 3 clusters
  Score: Raw -1158402.545360 + Penalty 3003.534697 = -1155399.010663
  nChanged 537
		SP:Iteration 4F (17034.340000 sec): 3 clusters
  Score: Raw -1158671.181676 + Penalty 3003.534697 = -1155667.646979
  nChanged 466
		SP:Iteration 5Q (17034.360000 sec): 3 clusters
  Score: Raw -1158916.086632 + Penalty 3003.534697 = -1155912.551935
  nChanged 451
		SP:Iteration 6Q (17034.390000 sec): 3 clusters
  Score: Raw -1159205.732839 + Penalty 3003.534697 = -1156202.198142
  nChanged 463
		SP:Iteration 7Q (17034.420000 sec): 3 clusters
  Score: Raw -1159512.377660 + Penalty 3003.534697 = -1156508.842963
  nChanged 464
		SP:Iteration 8Q (17034.440000 sec): 3 clusters
  Score: Raw -1159826.666658 + Penalty 3003.534697 = -1156823.131961
  nChanged 446
		SP:Iteration 9Q (17034.460000 sec): 3 clusters
  Score: Raw -1160145.127024 + Penalty 3003.534697 = -1157141.592327
  nChanged 392
		SP:Iteration 10Q (17034.490000 sec): 3 clusters
  Score: Raw -1160444.712624 + Penalty 3003.534697 = -1157441.177927
  nChanged 334
		SP:Iteration 11Q (17034.520000 sec): 3 clusters
  Score: Raw -1160688.314178 + Penalty 3003.534697 = -1157684.779481
  nChanged 267
		SP:Iteration 12Q (17034.540000 sec): 3 clusters
  Score: Raw -1160897.950896 + Penalty 3003.534697 = -1157894.416199
  nChanged 227
		SP:Iteration 13Q (17034.560000 sec): 3 clusters
  Score: Raw -1161086.130842 + Penalty 3003.534697 = -1158082.596144
  nChanged 157
		SP:Iteration 14Q (17034.580000 sec): 3 clusters
  Score: Raw -1161213.333271 + Penalty 3003.534697 = -1158209.798574
  nChanged 95
		SP:Iteration 15Q (17034.600000 sec): 3 clusters
  Score: Raw -1161309.688007 + Penalty 3003.534697 = -1158306.153310
  nChanged 65
		SP:Iteration 16Q (17034.620000 sec): 3 clusters
  Score: Raw -1161370.675895 + Penalty 3003.534697 = -1158367.141198
  nChanged 36
		SP:Iteration 17Q (17034.640000 sec): 3 clusters
  Score: Raw -1161400.772403 + Penalty 3003.534697 = -1158397.237706
  nChanged 28
		SP:Iteration 18Q (17034.660000 sec): 3 clusters
  Score: Raw -1161427.725030 + Penalty 3003.534697 = -1158424.190333
  nChanged 25
		SP:Iteration 19Q (17034.680000 sec): 3 clusters
  Score: Raw -1161451.900574 + Penalty 3003.534697 = -1158448.365877
  nChanged 18
		SP:Iteration 20F (17034.710000 sec): 3 clusters
  Score: Raw -1161471.990056 + Penalty 3003.534697 = -1158468.455359
  nChanged 17
		SP:Iteration 21Q (17034.720000 sec): 3 clusters
  Score: Raw -1161484.620849 + Penalty 3003.534697 = -1158481.086152
  nChanged 8
		SP:Iteration 22Q (17034.740000 sec): 3 clusters
  Score: Raw -1161491.594052 + Penalty 3003.534697 = -1158488.059355
  nChanged 8
		SP:Iteration 23Q (17034.760000 sec): 3 clusters
  Score: Raw -1161498.126234 + Penalty 3003.534697 = -1158494.591537
  nChanged 7
		SP:Iteration 24Q (17034.780000 sec): 3 clusters
  Score: Raw -1161505.006017 + Penalty 3003.534697 = -1158501.471320
  nChanged 5
		SP:Iteration 25Q (17034.800000 sec): 3 clusters
  Score: Raw -1161511.043731 + Penalty 3003.534697 = -1158507.509034
  nChanged 4
		SP:Iteration 26Q (17034.820000 sec): 3 clusters
  Score: Raw -1161514.177337 + Penalty 3003.534697 = -1158510.642640
  nChanged 4
		SP:Iteration 27Q (17034.840000 sec): 3 clusters
  Score: Raw -1161519.592931 + Penalty 3003.534697 = -1158516.058234
  nChanged 5
		SP:Iteration 28Q (17034.860000 sec): 3 clusters
  Score: Raw -1161523.047787 + Penalty 3003.534697 = -1158519.513090
  nChanged 4
		SP:Iteration 29Q (17034.880000 sec): 3 clusters
  Score: Raw -1161525.712001 + Penalty 3003.534697 = -1158522.177304
  nChanged 3
		SP:Iteration 30Q (17034.890000 sec): 3 clusters
  Score: Raw -1161527.675786 + Penalty 3003.534697 = -1158524.141089
  nChanged 2
		SP:Iteration 31Q (17034.910000 sec): 3 clusters
  Score: Raw -1161528.068894 + Penalty 3003.534697 = -1158524.534197
  nChanged 0
		SP:Iteration 32F (17034.940000 sec): 3 clusters
  Score: Raw -1161528.068894 + Penalty 3003.534697 = -1158524.534197
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 6 (21700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17035.000000 sec): 2 clusters
  Score: Raw -2371056.880742 + Penalty 1622.573475 = -2369434.307267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17035.060000 sec): 3 clusters
  Score: Raw -2357893.220863 + Penalty 3245.146950 = -2354648.073913
  nChanged 9834
		SP:Iteration 1F (17035.110000 sec): 3 clusters
  Score: Raw -2363249.489237 + Penalty 3245.146950 = -2360004.342287
  nChanged 1067
		SP:Iteration 2Q (17035.170000 sec): 3 clusters
  Score: Raw -2363616.216620 + Penalty 3245.146950 = -2360371.069670
  nChanged 994
		SP:Iteration 3Q (17035.230000 sec): 3 clusters
  Score: Raw -2363951.284895 + Penalty 3245.146950 = -2360706.137944
  nChanged 942
		SP:Iteration 4Q (17035.280000 sec): 3 clusters
  Score: Raw -2364308.288920 + Penalty 3245.146950 = -2361063.141970
  nChanged 938
		SP:Iteration 5Q (17035.340000 sec): 3 clusters
  Score: Raw -2364685.030422 + Penalty 3245.146950 = -2361439.883471
  nChanged 902
		SP:Iteration 6Q (17035.400000 sec): 3 clusters
  Score: Raw -2365036.687244 + Penalty 3245.146950 = -2361791.540293
  nChanged 886
		SP:Iteration 7Q (17035.460000 sec): 3 clusters
  Score: Raw -2365375.228271 + Penalty 3245.146950 = -2362130.081321
  nChanged 825
		SP:Iteration 8Q (17035.510000 sec): 3 clusters
  Score: Raw -2365661.144444 + Penalty 3245.146950 = -2362415.997494
  nChanged 769
		SP:Iteration 9Q (17035.570000 sec): 3 clusters
  Score: Raw -2365926.815030 + Penalty 3245.146950 = -2362681.668080
  nChanged 778
		SP:Iteration 10Q (17035.620000 sec): 3 clusters
  Score: Raw -2366213.754471 + Penalty 3245.146950 = -2362968.607520
  nChanged 728
		SP:Iteration 11Q (17035.680000 sec): 3 clusters
  Score: Raw -2366525.026136 + Penalty 3245.146950 = -2363279.879185
  nChanged 754
		SP:Iteration 12Q (17035.740000 sec): 3 clusters
  Score: Raw -2366871.262717 + Penalty 3245.146950 = -2363626.115766
  nChanged 751
		SP:Iteration 13Q (17035.790000 sec): 3 clusters
  Score: Raw -2367236.702805 + Penalty 3245.146950 = -2363991.555855
  nChanged 713
		SP:Iteration 14Q (17035.850000 sec): 3 clusters
  Score: Raw -2367613.366459 + Penalty 3245.146950 = -2364368.219508
  nChanged 751
		SP:Iteration 15Q (17035.900000 sec): 3 clusters
  Score: Raw -2368027.387689 + Penalty 3245.146950 = -2364782.240738
  nChanged 703
		SP:Iteration 16Q (17035.960000 sec): 3 clusters
  Score: Raw -2368413.804906 + Penalty 3245.146950 = -2365168.657956
  nChanged 611
		SP:Iteration 17Q (17036.020000 sec): 3 clusters
  Score: Raw -2368737.280036 + Penalty 3245.146950 = -2365492.133086
  nChanged 581
		SP:Iteration 18Q (17036.070000 sec): 3 clusters
  Score: Raw -2369054.885754 + Penalty 3245.146950 = -2365809.738804
  nChanged 530
		SP:Iteration 19Q (17036.120000 sec): 3 clusters
  Score: Raw -2369336.285965 + Penalty 3245.146950 = -2366091.139014
  nChanged 476
		SP:Iteration 20F (17036.180000 sec): 3 clusters
  Score: Raw -2369568.167217 + Penalty 3245.146950 = -2366323.020267
  nChanged 447
		SP:Iteration 21Q (17036.230000 sec): 3 clusters
  Score: Raw -2369783.605211 + Penalty 3245.146950 = -2366538.458261
  nChanged 379
		SP:Iteration 22Q (17036.280000 sec): 3 clusters
  Score: Raw -2369974.066702 + Penalty 3245.146950 = -2366728.919752
  nChanged 389
		SP:Iteration 23Q (17036.330000 sec): 3 clusters
  Score: Raw -2370177.767797 + Penalty 3245.146950 = -2366932.620846
  nChanged 336
		SP:Iteration 24Q (17036.380000 sec): 3 clusters
  Score: Raw -2370356.321175 + Penalty 3245.146950 = -2367111.174225
  nChanged 339
		SP:Iteration 25Q (17036.430000 sec): 3 clusters
  Score: Raw -2370528.308741 + Penalty 3245.146950 = -2367283.161790
  nChanged 334
		SP:Iteration 26Q (17036.480000 sec): 3 clusters
  Score: Raw -2370726.117657 + Penalty 3245.146950 = -2367480.970706
  nChanged 342
		SP:Iteration 27Q (17036.520000 sec): 3 clusters
  Score: Raw -2370944.258759 + Penalty 3245.146950 = -2367699.111808
  nChanged 294
		SP:Iteration 28Q (17036.570000 sec): 3 clusters
  Score: Raw -2371134.309508 + Penalty 3245.146950 = -2367889.162558
  nChanged 268
		SP:Iteration 29Q (17036.620000 sec): 3 clusters
  Score: Raw -2371283.820400 + Penalty 3245.146950 = -2368038.673450
  nChanged 220
		SP:Iteration 30Q (17036.660000 sec): 3 clusters
  Score: Raw -2371401.135313 + Penalty 3245.146950 = -2368155.988363
  nChanged 195
		SP:Iteration 31Q (17036.710000 sec): 3 clusters
  Score: Raw -2371502.760630 + Penalty 3245.146950 = -2368257.613679
  nChanged 168
		SP:Iteration 32Q (17036.750000 sec): 3 clusters
  Score: Raw -2371595.134462 + Penalty 3245.146950 = -2368349.987512
  nChanged 162
		SP:Iteration 33Q (17036.800000 sec): 3 clusters
  Score: Raw -2371670.832945 + Penalty 3245.146950 = -2368425.685995
  nChanged 127
		SP:Iteration 34Q (17036.840000 sec): 3 clusters
  Score: Raw -2371736.142247 + Penalty 3245.146950 = -2368490.995296
  nChanged 107
		SP:Iteration 35Q (17036.880000 sec): 3 clusters
  Score: Raw -2371792.761332 + Penalty 3245.146950 = -2368547.614381
  nChanged 86
		SP:Iteration 36Q (17036.930000 sec): 3 clusters
  Score: Raw -2371829.841134 + Penalty 3245.146950 = -2368584.694183
  nChanged 70
		SP:Iteration 37Q (17036.970000 sec): 3 clusters
  Score: Raw -2371856.593415 + Penalty 3245.146950 = -2368611.446464
  nChanged 46
		SP:Iteration 38Q (17037.010000 sec): 3 clusters
  Score: Raw -2371877.940428 + Penalty 3245.146950 = -2368632.793477
  nChanged 51
		SP:Iteration 39Q (17037.050000 sec): 3 clusters
  Score: Raw -2371896.906602 + Penalty 3245.146950 = -2368651.759652
  nChanged 39
		SP:Iteration 40F (17037.110000 sec): 3 clusters
  Score: Raw -2371910.569151 + Penalty 3245.146950 = -2368665.422201
  nChanged 35
		SP:Iteration 41Q (17037.150000 sec): 3 clusters
  Score: Raw -2371922.066880 + Penalty 3245.146950 = -2368676.919930
  nChanged 29
		SP:Iteration 42Q (17037.190000 sec): 3 clusters
  Score: Raw -2371929.996577 + Penalty 3245.146950 = -2368684.849627
  nChanged 24
		SP:Iteration 43Q (17037.240000 sec): 3 clusters
  Score: Raw -2371936.685407 + Penalty 3245.146950 = -2368691.538457
  nChanged 23
		SP:Iteration 44Q (17037.280000 sec): 3 clusters
  Score: Raw -2371942.920545 + Penalty 3245.146950 = -2368697.773595
  nChanged 17
		SP:Iteration 45Q (17037.320000 sec): 3 clusters
  Score: Raw -2371946.942052 + Penalty 3245.146950 = -2368701.795102
  nChanged 17
		SP:Iteration 46Q (17037.360000 sec): 3 clusters
  Score: Raw -2371952.065464 + Penalty 3245.146950 = -2368706.918514
  nChanged 13
		SP:Iteration 47Q (17037.400000 sec): 3 clusters
  Score: Raw -2371957.677143 + Penalty 3245.146950 = -2368712.530193
  nChanged 9
		SP:Iteration 48Q (17037.440000 sec): 3 clusters
  Score: Raw -2371960.496066 + Penalty 3245.146950 = -2368715.349115
  nChanged 5
		SP:Iteration 49Q (17037.490000 sec): 3 clusters
  Score: Raw -2371962.280767 + Penalty 3245.146950 = -2368717.133817
  nChanged 6
		SP:Iteration 50Q (17037.530000 sec): 3 clusters
  Score: Raw -2371963.228988 + Penalty 3245.146950 = -2368718.082038
  nChanged 0
		SP:Iteration 51F (17037.580000 sec): 3 clusters
  Score: Raw -2371963.228988 + Penalty 3245.146950 = -2368718.082038
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 7 (10639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17037.620000 sec): 2 clusters
  Score: Raw -1247520.420830 + Penalty 1506.745788 = -1246013.675042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17037.640000 sec): 3 clusters
  Score: Raw -1241371.355198 + Penalty 3013.491576 = -1238357.863621
  nChanged 4693
		SP:Iteration 1F (17037.670000 sec): 3 clusters
  Score: Raw -1244083.477022 + Penalty 3013.491576 = -1241069.985446
  nChanged 702
		SP:Iteration 2F (17037.700000 sec): 3 clusters
  Score: Raw -1244441.286725 + Penalty 3013.491576 = -1241427.795148
  nChanged 598
		SP:Iteration 3F (17037.730000 sec): 3 clusters
  Score: Raw -1244778.185011 + Penalty 3013.491576 = -1241764.693434
  nChanged 567
		SP:Iteration 4F (17037.750000 sec): 3 clusters
  Score: Raw -1245092.516114 + Penalty 3013.491576 = -1242079.024538
  nChanged 528
		SP:Iteration 5Q (17037.780000 sec): 3 clusters
  Score: Raw -1245412.892163 + Penalty 3013.491576 = -1242399.400586
  nChanged 537
		SP:Iteration 6F (17037.810000 sec): 3 clusters
  Score: Raw -1245742.675726 + Penalty 3013.491576 = -1242729.184149
  nChanged 547
		SP:Iteration 7F (17037.830000 sec): 3 clusters
  Score: Raw -1246095.766345 + Penalty 3013.491576 = -1243082.274768
  nChanged 496
		SP:Iteration 8Q (17037.860000 sec): 3 clusters
  Score: Raw -1246369.030301 + Penalty 3013.491576 = -1243355.538725
  nChanged 409
		SP:Iteration 9Q (17037.880000 sec): 3 clusters
  Score: Raw -1246586.860826 + Penalty 3013.491576 = -1243573.369250
  nChanged 330
		SP:Iteration 10Q (17037.910000 sec): 3 clusters
  Score: Raw -1246759.452921 + Penalty 3013.491576 = -1243745.961345
  nChanged 325
		SP:Iteration 11Q (17037.940000 sec): 3 clusters
  Score: Raw -1246922.240331 + Penalty 3013.491576 = -1243908.748755
  nChanged 272
		SP:Iteration 12Q (17037.960000 sec): 3 clusters
  Score: Raw -1247049.211928 + Penalty 3013.491576 = -1244035.720352
  nChanged 231
		SP:Iteration 13Q (17037.990000 sec): 3 clusters
  Score: Raw -1247136.879694 + Penalty 3013.491576 = -1244123.388118
  nChanged 204
		SP:Iteration 14Q (17038.020000 sec): 3 clusters
  Score: Raw -1247205.862798 + Penalty 3013.491576 = -1244192.371222
  nChanged 168
		SP:Iteration 15Q (17038.040000 sec): 3 clusters
  Score: Raw -1247255.607985 + Penalty 3013.491576 = -1244242.116408
  nChanged 135
		SP:Iteration 16Q (17038.070000 sec): 3 clusters
  Score: Raw -1247293.622287 + Penalty 3013.491576 = -1244280.130711
  nChanged 115
		SP:Iteration 17Q (17038.090000 sec): 3 clusters
  Score: Raw -1247322.866978 + Penalty 3013.491576 = -1244309.375402
  nChanged 108
		SP:Iteration 18Q (17038.120000 sec): 3 clusters
  Score: Raw -1247346.131493 + Penalty 3013.491576 = -1244332.639917
  nChanged 78
		SP:Iteration 19Q (17038.140000 sec): 3 clusters
  Score: Raw -1247362.595370 + Penalty 3013.491576 = -1244349.103794
  nChanged 71
		SP:Iteration 20F (17038.170000 sec): 3 clusters
  Score: Raw -1247378.818264 + Penalty 3013.491576 = -1244365.326687
  nChanged 68
		SP:Iteration 21Q (17038.200000 sec): 3 clusters
  Score: Raw -1247392.124866 + Penalty 3013.491576 = -1244378.633290
  nChanged 49
		SP:Iteration 22Q (17038.220000 sec): 3 clusters
  Score: Raw -1247398.834885 + Penalty 3013.491576 = -1244385.343309
  nChanged 33
		SP:Iteration 23Q (17038.250000 sec): 3 clusters
  Score: Raw -1247402.546768 + Penalty 3013.491576 = -1244389.055191
  nChanged 23
		SP:Iteration 24Q (17038.270000 sec): 3 clusters
  Score: Raw -1247405.222615 + Penalty 3013.491576 = -1244391.731038
  nChanged 19
		SP:Iteration 25Q (17038.300000 sec): 3 clusters
  Score: Raw -1247407.466654 + Penalty 3013.491576 = -1244393.975077
  nChanged 16
		SP:Iteration 26Q (17038.320000 sec): 3 clusters
  Score: Raw -1247409.393930 + Penalty 3013.491576 = -1244395.902353
  nChanged 13
		SP:Iteration 27Q (17038.350000 sec): 3 clusters
  Score: Raw -1247410.783223 + Penalty 3013.491576 = -1244397.291646
  nChanged 16
		SP:Iteration 28Q (17038.370000 sec): 3 clusters
  Score: Raw -1247412.796221 + Penalty 3013.491576 = -1244399.304645
  nChanged 13
		SP:Iteration 29Q (17038.400000 sec): 3 clusters
  Score: Raw -1247414.492545 + Penalty 3013.491576 = -1244401.000968
  nChanged 13
		SP:Iteration 30Q (17038.420000 sec): 3 clusters
  Score: Raw -1247415.947269 + Penalty 3013.491576 = -1244402.455692
  nChanged 12
		SP:Iteration 31Q (17038.450000 sec): 3 clusters
  Score: Raw -1247417.346181 + Penalty 3013.491576 = -1244403.854604
  nChanged 12
		SP:Iteration 32Q (17038.470000 sec): 3 clusters
  Score: Raw -1247419.341462 + Penalty 3013.491576 = -1244405.849885
  nChanged 10
		SP:Iteration 33Q (17038.500000 sec): 3 clusters
  Score: Raw -1247420.821775 + Penalty 3013.491576 = -1244407.330199
  nChanged 7
		SP:Iteration 34Q (17038.520000 sec): 3 clusters
  Score: Raw -1247421.374180 + Penalty 3013.491576 = -1244407.882603
  nChanged 5
		SP:Iteration 35Q (17038.550000 sec): 3 clusters
  Score: Raw -1247421.703871 + Penalty 3013.491576 = -1244408.212295
  nChanged 5
		SP:Iteration 36Q (17038.580000 sec): 3 clusters
  Score: Raw -1247422.023880 + Penalty 3013.491576 = -1244408.532303
  nChanged 5
		SP:Iteration 37Q (17038.600000 sec): 3 clusters
  Score: Raw -1247422.509260 + Penalty 3013.491576 = -1244409.017683
  nChanged 7
		SP:Iteration 38Q (17038.620000 sec): 3 clusters
  Score: Raw -1247423.106451 + Penalty 3013.491576 = -1244409.614875
  nChanged 4
		SP:Iteration 39Q (17038.650000 sec): 3 clusters
  Score: Raw -1247423.348216 + Penalty 3013.491576 = -1244409.856640
  nChanged 1
		SP:Iteration 40F (17038.680000 sec): 3 clusters
  Score: Raw -1247423.377831 + Penalty 3013.491576 = -1244409.886254
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 8 (20248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17038.730000 sec): 2 clusters
  Score: Raw -2345164.085190 + Penalty 1611.319337 = -2343552.765853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17038.790000 sec): 3 clusters
  Score: Raw -2332989.902565 + Penalty 3222.638673 = -2329767.263892
  nChanged 9176
		SP:Iteration 1F (17038.840000 sec): 3 clusters
  Score: Raw -2338090.290030 + Penalty 3222.638673 = -2334867.651357
  nChanged 1216
		SP:Iteration 2F (17038.880000 sec): 3 clusters
  Score: Raw -2338701.243584 + Penalty 3222.638673 = -2335478.604911
  nChanged 1320
		SP:Iteration 3F (17038.940000 sec): 3 clusters
  Score: Raw -2339479.776817 + Penalty 3222.638673 = -2336257.138144
  nChanged 1494
		SP:Iteration 4F (17038.990000 sec): 3 clusters
  Score: Raw -2340501.644703 + Penalty 3222.638673 = -2337279.006030
  nChanged 1536
		SP:Iteration 5F (17039.040000 sec): 3 clusters
  Score: Raw -2341580.318233 + Penalty 3222.638673 = -2338357.679560
  nChanged 1385
		SP:Iteration 6F (17039.090000 sec): 3 clusters
  Score: Raw -2342464.956353 + Penalty 3222.638673 = -2339242.317679
  nChanged 1065
		SP:Iteration 7F (17039.140000 sec): 3 clusters
  Score: Raw -2343085.927822 + Penalty 3222.638673 = -2339863.289149
  nChanged 881
		SP:Iteration 8Q (17039.200000 sec): 3 clusters
  Score: Raw -2343641.276504 + Penalty 3222.638673 = -2340418.637831
  nChanged 793
		SP:Iteration 9Q (17039.250000 sec): 3 clusters
  Score: Raw -2344165.127788 + Penalty 3222.638673 = -2340942.489115
  nChanged 656
		SP:Iteration 10Q (17039.300000 sec): 3 clusters
  Score: Raw -2344583.326078 + Penalty 3222.638673 = -2341360.687404
  nChanged 473
		SP:Iteration 11Q (17039.360000 sec): 3 clusters
  Score: Raw -2344871.725247 + Penalty 3222.638673 = -2341649.086574
  nChanged 334
		SP:Iteration 12Q (17039.410000 sec): 3 clusters
  Score: Raw -2345058.960111 + Penalty 3222.638673 = -2341836.321438
  nChanged 239
		SP:Iteration 13Q (17039.460000 sec): 3 clusters
  Score: Raw -2345178.797782 + Penalty 3222.638673 = -2341956.159109
  nChanged 157
		SP:Iteration 14Q (17039.510000 sec): 3 clusters
  Score: Raw -2345257.877265 + Penalty 3222.638673 = -2342035.238592
  nChanged 134
		SP:Iteration 15Q (17039.560000 sec): 3 clusters
  Score: Raw -2345323.471449 + Penalty 3222.638673 = -2342100.832776
  nChanged 105
		SP:Iteration 16Q (17039.610000 sec): 3 clusters
  Score: Raw -2345372.595913 + Penalty 3222.638673 = -2342149.957240
  nChanged 73
		SP:Iteration 17Q (17039.650000 sec): 3 clusters
  Score: Raw -2345407.693780 + Penalty 3222.638673 = -2342185.055107
  nChanged 66
		SP:Iteration 18Q (17039.700000 sec): 3 clusters
  Score: Raw -2345442.170169 + Penalty 3222.638673 = -2342219.531495
  nChanged 55
		SP:Iteration 19Q (17039.740000 sec): 3 clusters
  Score: Raw -2345470.226619 + Penalty 3222.638673 = -2342247.587945
  nChanged 44
		SP:Iteration 20F (17039.800000 sec): 3 clusters
  Score: Raw -2345488.809191 + Penalty 3222.638673 = -2342266.170518
  nChanged 31
		SP:Iteration 21Q (17039.840000 sec): 3 clusters
  Score: Raw -2345505.311849 + Penalty 3222.638673 = -2342282.673176
  nChanged 27
		SP:Iteration 22Q (17039.880000 sec): 3 clusters
  Score: Raw -2345521.396318 + Penalty 3222.638673 = -2342298.757645
  nChanged 16
		SP:Iteration 23Q (17039.930000 sec): 3 clusters
  Score: Raw -2345530.069072 + Penalty 3222.638673 = -2342307.430399
  nChanged 11
		SP:Iteration 24Q (17039.970000 sec): 3 clusters
  Score: Raw -2345534.449132 + Penalty 3222.638673 = -2342311.810459
  nChanged 10
		SP:Iteration 25Q (17040.010000 sec): 3 clusters
  Score: Raw -2345538.999220 + Penalty 3222.638673 = -2342316.360546
  nChanged 7
		SP:Iteration 26Q (17040.060000 sec): 3 clusters
  Score: Raw -2345541.769193 + Penalty 3222.638673 = -2342319.130520
  nChanged 3
		SP:Iteration 27Q (17040.100000 sec): 3 clusters
  Score: Raw -2345543.119622 + Penalty 3222.638673 = -2342320.480949
  nChanged 3
		SP:Iteration 28Q (17040.140000 sec): 3 clusters
  Score: Raw -2345544.589912 + Penalty 3222.638673 = -2342321.951239
  nChanged 2
		SP:Iteration 29Q (17040.180000 sec): 3 clusters
  Score: Raw -2345544.924654 + Penalty 3222.638673 = -2342322.285981
  nChanged 0
		SP:Iteration 30F (17040.240000 sec): 3 clusters
  Score: Raw -2345544.924654 + Penalty 3222.638673 = -2342322.285981
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 9 (10591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17040.270000 sec): 2 clusters
  Score: Raw -1261452.516472 + Penalty 1506.010978 = -1259946.505494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17040.300000 sec): 3 clusters
  Score: Raw -1255466.129311 + Penalty 3012.021955 = -1252454.107355
  nChanged 4561
		SP:Iteration 1F (17040.320000 sec): 3 clusters
  Score: Raw -1257868.021279 + Penalty 3012.021955 = -1254855.999324
  nChanged 624
		SP:Iteration 2F (17040.350000 sec): 3 clusters
  Score: Raw -1258132.676224 + Penalty 3012.021955 = -1255120.654268
  nChanged 517
		SP:Iteration 3Q (17040.380000 sec): 3 clusters
  Score: Raw -1258381.799196 + Penalty 3012.021955 = -1255369.777240
  nChanged 499
		SP:Iteration 4Q (17040.400000 sec): 3 clusters
  Score: Raw -1258620.248318 + Penalty 3012.021955 = -1255608.226363
  nChanged 471
		SP:Iteration 5Q (17040.430000 sec): 3 clusters
  Score: Raw -1258857.373628 + Penalty 3012.021955 = -1255845.351673
  nChanged 450
		SP:Iteration 6Q (17040.460000 sec): 3 clusters
  Score: Raw -1259079.689645 + Penalty 3012.021955 = -1256067.667690
  nChanged 430
		SP:Iteration 7Q (17040.480000 sec): 3 clusters
  Score: Raw -1259276.533412 + Penalty 3012.021955 = -1256264.511457
  nChanged 397
		SP:Iteration 8Q (17040.510000 sec): 3 clusters
  Score: Raw -1259445.844356 + Penalty 3012.021955 = -1256433.822400
  nChanged 375
		SP:Iteration 9Q (17040.540000 sec): 3 clusters
  Score: Raw -1259618.379514 + Penalty 3012.021955 = -1256606.357559
  nChanged 370
		SP:Iteration 10Q (17040.560000 sec): 3 clusters
  Score: Raw -1259782.515041 + Penalty 3012.021955 = -1256770.493086
  nChanged 357
		SP:Iteration 11Q (17040.590000 sec): 3 clusters
  Score: Raw -1259953.537106 + Penalty 3012.021955 = -1256941.515151
  nChanged 361
		SP:Iteration 12Q (17040.610000 sec): 3 clusters
  Score: Raw -1260134.011218 + Penalty 3012.021955 = -1257121.989263
  nChanged 343
		SP:Iteration 13Q (17040.640000 sec): 3 clusters
  Score: Raw -1260299.730968 + Penalty 3012.021955 = -1257287.709012
  nChanged 320
		SP:Iteration 14Q (17040.660000 sec): 3 clusters
  Score: Raw -1260462.946002 + Penalty 3012.021955 = -1257450.924046
  nChanged 325
		SP:Iteration 15Q (17040.690000 sec): 3 clusters
  Score: Raw -1260613.815087 + Penalty 3012.021955 = -1257601.793132
  nChanged 286
		SP:Iteration 16Q (17040.720000 sec): 3 clusters
  Score: Raw -1260746.549024 + Penalty 3012.021955 = -1257734.527069
  nChanged 249
		SP:Iteration 17Q (17040.740000 sec): 3 clusters
  Score: Raw -1260859.479319 + Penalty 3012.021955 = -1257847.457363
  nChanged 226
		SP:Iteration 18Q (17040.760000 sec): 3 clusters
  Score: Raw -1260961.253165 + Penalty 3012.021955 = -1257949.231210
  nChanged 214
		SP:Iteration 19Q (17040.790000 sec): 3 clusters
  Score: Raw -1261039.467744 + Penalty 3012.021955 = -1258027.445788
  nChanged 160
		SP:Iteration 20F (17040.820000 sec): 3 clusters
  Score: Raw -1261094.889074 + Penalty 3012.021955 = -1258082.867119
  nChanged 136
		SP:Iteration 21Q (17040.840000 sec): 3 clusters
  Score: Raw -1261133.351659 + Penalty 3012.021955 = -1258121.329704
  nChanged 114
		SP:Iteration 22Q (17040.870000 sec): 3 clusters
  Score: Raw -1261159.765803 + Penalty 3012.021955 = -1258147.743847
  nChanged 88
		SP:Iteration 23Q (17040.890000 sec): 3 clusters
  Score: Raw -1261175.746629 + Penalty 3012.021955 = -1258163.724673
  nChanged 55
		SP:Iteration 24Q (17040.920000 sec): 3 clusters
  Score: Raw -1261185.111071 + Penalty 3012.021955 = -1258173.089116
  nChanged 59
		SP:Iteration 25Q (17040.940000 sec): 3 clusters
  Score: Raw -1261197.399283 + Penalty 3012.021955 = -1258185.377327
  nChanged 57
		SP:Iteration 26Q (17040.970000 sec): 3 clusters
  Score: Raw -1261207.777463 + Penalty 3012.021955 = -1258195.755508
  nChanged 60
		SP:Iteration 27Q (17041.000000 sec): 3 clusters
  Score: Raw -1261219.086700 + Penalty 3012.021955 = -1258207.064745
  nChanged 45
		SP:Iteration 28Q (17041.020000 sec): 3 clusters
  Score: Raw -1261225.361123 + Penalty 3012.021955 = -1258213.339167
  nChanged 34
		SP:Iteration 29Q (17041.040000 sec): 3 clusters
  Score: Raw -1261231.685736 + Penalty 3012.021955 = -1258219.663781
  nChanged 43
		SP:Iteration 30Q (17041.070000 sec): 3 clusters
  Score: Raw -1261238.926771 + Penalty 3012.021955 = -1258226.904815
  nChanged 38
		SP:Iteration 31Q (17041.100000 sec): 3 clusters
  Score: Raw -1261245.356440 + Penalty 3012.021955 = -1258233.334485
  nChanged 36
		SP:Iteration 32Q (17041.120000 sec): 3 clusters
  Score: Raw -1261250.694062 + Penalty 3012.021955 = -1258238.672106
  nChanged 29
		SP:Iteration 33Q (17041.140000 sec): 3 clusters
  Score: Raw -1261255.634535 + Penalty 3012.021955 = -1258243.612580
  nChanged 26
		SP:Iteration 34Q (17041.170000 sec): 3 clusters
  Score: Raw -1261260.124475 + Penalty 3012.021955 = -1258248.102520
  nChanged 29
		SP:Iteration 35Q (17041.200000 sec): 3 clusters
  Score: Raw -1261265.013310 + Penalty 3012.021955 = -1258252.991355
  nChanged 23
		SP:Iteration 36Q (17041.220000 sec): 3 clusters
  Score: Raw -1261268.137942 + Penalty 3012.021955 = -1258256.115986
  nChanged 16
		SP:Iteration 37Q (17041.240000 sec): 3 clusters
  Score: Raw -1261270.565627 + Penalty 3012.021955 = -1258258.543671
  nChanged 19
		SP:Iteration 38Q (17041.270000 sec): 3 clusters
  Score: Raw -1261272.983091 + Penalty 3012.021955 = -1258260.961136
  nChanged 19
		SP:Iteration 39Q (17041.300000 sec): 3 clusters
  Score: Raw -1261275.518446 + Penalty 3012.021955 = -1258263.496491
  nChanged 17
		SP:Iteration 40F (17041.320000 sec): 3 clusters
  Score: Raw -1261278.043504 + Penalty 3012.021955 = -1258266.021548
  nChanged 14
		SP:Iteration 41Q (17041.350000 sec): 3 clusters
  Score: Raw -1261279.923719 + Penalty 3012.021955 = -1258267.901763
  nChanged 15
		SP:Iteration 42Q (17041.370000 sec): 3 clusters
  Score: Raw -1261281.533289 + Penalty 3012.021955 = -1258269.511334
  nChanged 12
		SP:Iteration 43Q (17041.400000 sec): 3 clusters
  Score: Raw -1261282.976543 + Penalty 3012.021955 = -1258270.954587
  nChanged 12
		SP:Iteration 44Q (17041.420000 sec): 3 clusters
  Score: Raw -1261284.894932 + Penalty 3012.021955 = -1258272.872976
  nChanged 20
		SP:Iteration 45Q (17041.450000 sec): 3 clusters
  Score: Raw -1261287.656575 + Penalty 3012.021955 = -1258275.634620
  nChanged 20
		SP:Iteration 46Q (17041.470000 sec): 3 clusters
  Score: Raw -1261291.384713 + Penalty 3012.021955 = -1258279.362758
  nChanged 17
		SP:Iteration 47Q (17041.500000 sec): 3 clusters
  Score: Raw -1261294.348590 + Penalty 3012.021955 = -1258282.326634
  nChanged 15
		SP:Iteration 48Q (17041.520000 sec): 3 clusters
  Score: Raw -1261297.144972 + Penalty 3012.021955 = -1258285.123016
  nChanged 18
		SP:Iteration 49Q (17041.550000 sec): 3 clusters
  Score: Raw -1261299.550318 + Penalty 3012.021955 = -1258287.528363
  nChanged 19
		SP:Iteration 50Q (17041.570000 sec): 3 clusters
  Score: Raw -1261303.916930 + Penalty 3012.021955 = -1258291.894974
  nChanged 29
		SP:Iteration 51Q (17041.600000 sec): 3 clusters
  Score: Raw -1261308.448633 + Penalty 3012.021955 = -1258296.426677
  nChanged 27
		SP:Iteration 52Q (17041.620000 sec): 3 clusters
  Score: Raw -1261312.675121 + Penalty 3012.021955 = -1258300.653166
  nChanged 27
		SP:Iteration 53Q (17041.650000 sec): 3 clusters
  Score: Raw -1261319.023902 + Penalty 3012.021955 = -1258307.001947
  nChanged 28
		SP:Iteration 54Q (17041.670000 sec): 3 clusters
  Score: Raw -1261323.718008 + Penalty 3012.021955 = -1258311.696053
  nChanged 18
		SP:Iteration 55Q (17041.700000 sec): 3 clusters
  Score: Raw -1261326.025042 + Penalty 3012.021955 = -1258314.003087
  nChanged 13
		SP:Iteration 56Q (17041.720000 sec): 3 clusters
  Score: Raw -1261327.874403 + Penalty 3012.021955 = -1258315.852448
  nChanged 11
		SP:Iteration 57Q (17041.750000 sec): 3 clusters
  Score: Raw -1261329.725455 + Penalty 3012.021955 = -1258317.703499
  nChanged 13
		SP:Iteration 58Q (17041.770000 sec): 3 clusters
  Score: Raw -1261331.313401 + Penalty 3012.021955 = -1258319.291445
  nChanged 13
		SP:Iteration 59Q (17041.800000 sec): 3 clusters
  Score: Raw -1261332.993663 + Penalty 3012.021955 = -1258320.971708
  nChanged 14
		SP:Iteration 60F (17041.820000 sec): 3 clusters
  Score: Raw -1261334.749572 + Penalty 3012.021955 = -1258322.727617
  nChanged 11
		SP:Iteration 61Q (17041.850000 sec): 3 clusters
  Score: Raw -1261335.987548 + Penalty 3012.021955 = -1258323.965593
  nChanged 10
		SP:Iteration 62Q (17041.880000 sec): 3 clusters
  Score: Raw -1261337.056595 + Penalty 3012.021955 = -1258325.034639
  nChanged 15
		SP:Iteration 63Q (17041.900000 sec): 3 clusters
  Score: Raw -1261339.638220 + Penalty 3012.021955 = -1258327.616265
  nChanged 20
		SP:Iteration 64Q (17041.920000 sec): 3 clusters
  Score: Raw -1261343.057683 + Penalty 3012.021955 = -1258331.035728
  nChanged 19
		SP:Iteration 65Q (17041.950000 sec): 3 clusters
  Score: Raw -1261345.155848 + Penalty 3012.021955 = -1258333.133893
  nChanged 12
		SP:Iteration 66Q (17041.980000 sec): 3 clusters
  Score: Raw -1261346.873015 + Penalty 3012.021955 = -1258334.851060
  nChanged 13
		SP:Iteration 67Q (17042.000000 sec): 3 clusters
  Score: Raw -1261349.051598 + Penalty 3012.021955 = -1258337.029642
  nChanged 18
		SP:Iteration 68Q (17042.020000 sec): 3 clusters
  Score: Raw -1261351.410061 + Penalty 3012.021955 = -1258339.388105
  nChanged 12
		SP:Iteration 69Q (17042.050000 sec): 3 clusters
  Score: Raw -1261353.224110 + Penalty 3012.021955 = -1258341.202154
  nChanged 14
		SP:Iteration 70Q (17042.070000 sec): 3 clusters
  Score: Raw -1261354.846121 + Penalty 3012.021955 = -1258342.824165
  nChanged 13
		SP:Iteration 71Q (17042.100000 sec): 3 clusters
  Score: Raw -1261356.398022 + Penalty 3012.021955 = -1258344.376066
  nChanged 11
		SP:Iteration 72Q (17042.120000 sec): 3 clusters
  Score: Raw -1261357.749988 + Penalty 3012.021955 = -1258345.728033
  nChanged 11
		SP:Iteration 73Q (17042.150000 sec): 3 clusters
  Score: Raw -1261359.255776 + Penalty 3012.021955 = -1258347.233821
  nChanged 16
		SP:Iteration 74Q (17042.170000 sec): 3 clusters
  Score: Raw -1261361.387723 + Penalty 3012.021955 = -1258349.365768
  nChanged 21
		SP:Iteration 75Q (17042.200000 sec): 3 clusters
  Score: Raw -1261363.913380 + Penalty 3012.021955 = -1258351.891424
  nChanged 10
		SP:Iteration 76Q (17042.220000 sec): 3 clusters
  Score: Raw -1261364.958792 + Penalty 3012.021955 = -1258352.936837
  nChanged 13
		SP:Iteration 77Q (17042.250000 sec): 3 clusters
  Score: Raw -1261366.726635 + Penalty 3012.021955 = -1258354.704679
  nChanged 18
		SP:Iteration 78Q (17042.270000 sec): 3 clusters
  Score: Raw -1261368.596697 + Penalty 3012.021955 = -1258356.574741
  nChanged 10
		SP:Iteration 79Q (17042.300000 sec): 3 clusters
  Score: Raw -1261369.629620 + Penalty 3012.021955 = -1258357.607665
  nChanged 9
		SP:Iteration 80F (17042.320000 sec): 3 clusters
  Score: Raw -1261371.085531 + Penalty 3012.021955 = -1258359.063576
  nChanged 14
		SP:Iteration 81Q (17042.350000 sec): 3 clusters
  Score: Raw -1261372.781962 + Penalty 3012.021955 = -1258360.760006
  nChanged 18
		SP:Iteration 82Q (17042.370000 sec): 3 clusters
  Score: Raw -1261374.594043 + Penalty 3012.021955 = -1258362.572088
  nChanged 9
		SP:Iteration 83Q (17042.400000 sec): 3 clusters
  Score: Raw -1261375.675815 + Penalty 3012.021955 = -1258363.653860
  nChanged 8
		SP:Iteration 84Q (17042.420000 sec): 3 clusters
  Score: Raw -1261376.657292 + Penalty 3012.021955 = -1258364.635336
  nChanged 7
		SP:Iteration 85Q (17042.450000 sec): 3 clusters
  Score: Raw -1261377.569684 + Penalty 3012.021955 = -1258365.547728
  nChanged 8
		SP:Iteration 86Q (17042.470000 sec): 3 clusters
  Score: Raw -1261378.461479 + Penalty 3012.021955 = -1258366.439523
  nChanged 12
		SP:Iteration 87Q (17042.500000 sec): 3 clusters
  Score: Raw -1261380.147025 + Penalty 3012.021955 = -1258368.125069
  nChanged 6
		SP:Iteration 88Q (17042.520000 sec): 3 clusters
  Score: Raw -1261380.712735 + Penalty 3012.021955 = -1258368.690780
  nChanged 3
		SP:Iteration 89Q (17042.550000 sec): 3 clusters
  Score: Raw -1261380.928405 + Penalty 3012.021955 = -1258368.906449
  nChanged 3
		SP:Iteration 90Q (17042.570000 sec): 3 clusters
  Score: Raw -1261381.222670 + Penalty 3012.021955 = -1258369.200714
  nChanged 1
		SP:Iteration 91Q (17042.600000 sec): 3 clusters
  Score: Raw -1261381.390601 + Penalty 3012.021955 = -1258369.368646
  nChanged 1
		SP:Iteration 92Q (17042.620000 sec): 3 clusters
  Score: Raw -1261381.484761 + Penalty 3012.021955 = -1258369.462805
  nChanged 1
		SP:Iteration 93Q (17042.650000 sec): 3 clusters
  Score: Raw -1261381.564797 + Penalty 3012.021955 = -1258369.542842
  nChanged 1
		SP:Iteration 94Q (17042.670000 sec): 3 clusters
  Score: Raw -1261381.622583 + Penalty 3012.021955 = -1258369.600627
  nChanged 0
		SP:Iteration 95F (17042.700000 sec): 3 clusters
  Score: Raw -1261381.622583 + Penalty 3012.021955 = -1258369.600627
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 10 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17042.720000 sec): 2 clusters
  Score: Raw -365528.049923 + Penalty 1314.041670 = -364214.008253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17042.720000 sec): 3 clusters
  Score: Raw -363944.722028 + Penalty 2628.083339 = -361316.638688
  nChanged 1295
		SP:Iteration 1F (17042.730000 sec): 3 clusters
  Score: Raw -364756.121720 + Penalty 2628.083339 = -362128.038380
  nChanged 301
		SP:Iteration 2F (17042.740000 sec): 3 clusters
  Score: Raw -365026.356255 + Penalty 2628.083339 = -362398.272916
  nChanged 213
		SP:Iteration 3F (17042.750000 sec): 3 clusters
  Score: Raw -365271.971857 + Penalty 2628.083339 = -362643.888517
  nChanged 191
		SP:Iteration 4F (17042.760000 sec): 3 clusters
  Score: Raw -365453.529864 + Penalty 2628.083339 = -362825.446524
  nChanged 159
		SP:Iteration 5Q (17042.760000 sec): 3 clusters
  Score: Raw -365602.841573 + Penalty 2628.083339 = -362974.758234
  nChanged 139
		SP:Iteration 6Q (17042.770000 sec): 3 clusters
  Score: Raw -365739.196970 + Penalty 2628.083339 = -363111.113631
  nChanged 121
		SP:Iteration 7Q (17042.780000 sec): 3 clusters
  Score: Raw -365865.098238 + Penalty 2628.083339 = -363237.014898
  nChanged 107
		SP:Iteration 8Q (17042.790000 sec): 3 clusters
  Score: Raw -365966.766560 + Penalty 2628.083339 = -363338.683221
  nChanged 114
		SP:Iteration 9Q (17042.790000 sec): 3 clusters
  Score: Raw -366058.490660 + Penalty 2628.083339 = -363430.407320
  nChanged 78
		SP:Iteration 10Q (17042.800000 sec): 3 clusters
  Score: Raw -366105.689007 + Penalty 2628.083339 = -363477.605667
  nChanged 71
		SP:Iteration 11Q (17042.810000 sec): 3 clusters
  Score: Raw -366153.020275 + Penalty 2628.083339 = -363524.936936
  nChanged 62
		SP:Iteration 12Q (17042.820000 sec): 3 clusters
  Score: Raw -366213.497149 + Penalty 2628.083339 = -363585.413809
  nChanged 68
		SP:Iteration 13Q (17042.820000 sec): 3 clusters
  Score: Raw -366265.073667 + Penalty 2628.083339 = -363636.990327
  nChanged 55
		SP:Iteration 14Q (17042.830000 sec): 3 clusters
  Score: Raw -366306.686128 + Penalty 2628.083339 = -363678.602788
  nChanged 41
		SP:Iteration 15Q (17042.840000 sec): 3 clusters
  Score: Raw -366329.436653 + Penalty 2628.083339 = -363701.353314
  nChanged 31
		SP:Iteration 16Q (17042.840000 sec): 3 clusters
  Score: Raw -366346.051156 + Penalty 2628.083339 = -363717.967817
  nChanged 35
		SP:Iteration 17Q (17042.850000 sec): 3 clusters
  Score: Raw -366363.848861 + Penalty 2628.083339 = -363735.765521
  nChanged 21
		SP:Iteration 18Q (17042.860000 sec): 3 clusters
  Score: Raw -366373.876189 + Penalty 2628.083339 = -363745.792850
  nChanged 18
		SP:Iteration 19Q (17042.860000 sec): 3 clusters
  Score: Raw -366381.601294 + Penalty 2628.083339 = -363753.517955
  nChanged 12
		SP:Iteration 20F (17042.870000 sec): 3 clusters
  Score: Raw -366385.770501 + Penalty 2628.083339 = -363757.687162
  nChanged 6
		SP:Iteration 21Q (17042.880000 sec): 3 clusters
  Score: Raw -366387.533751 + Penalty 2628.083339 = -363759.450412
  nChanged 5
		SP:Iteration 22Q (17042.890000 sec): 3 clusters
  Score: Raw -366389.146610 + Penalty 2628.083339 = -363761.063271
  nChanged 1
		SP:Iteration 23Q (17042.900000 sec): 3 clusters
  Score: Raw -366389.509151 + Penalty 2628.083339 = -363761.425812
  nChanged 5
		SP:Iteration 24Q (17042.900000 sec): 3 clusters
  Score: Raw -366391.013368 + Penalty 2628.083339 = -363762.930029
  nChanged 6
		SP:Iteration 25Q (17042.910000 sec): 3 clusters
  Score: Raw -366392.728970 + Penalty 2628.083339 = -363764.645630
  nChanged 2
		SP:Iteration 26Q (17042.920000 sec): 3 clusters
  Score: Raw -366393.053458 + Penalty 2628.083339 = -363764.970119
  nChanged 2
		SP:Iteration 27Q (17042.920000 sec): 3 clusters
  Score: Raw -366393.727483 + Penalty 2628.083339 = -363765.644143
  nChanged 3
		SP:Iteration 28Q (17042.930000 sec): 3 clusters
  Score: Raw -366394.634082 + Penalty 2628.083339 = -363766.550742
  nChanged 5
		SP:Iteration 29Q (17042.940000 sec): 3 clusters
  Score: Raw -366396.637774 + Penalty 2628.083339 = -363768.554435
  nChanged 3
		SP:Iteration 30Q (17042.940000 sec): 3 clusters
  Score: Raw -366397.936574 + Penalty 2628.083339 = -363769.853234
  nChanged 7
		SP:Iteration 31Q (17042.950000 sec): 3 clusters
  Score: Raw -366401.038663 + Penalty 2628.083339 = -363772.955323
  nChanged 8
		SP:Iteration 32Q (17042.960000 sec): 3 clusters
  Score: Raw -366403.428487 + Penalty 2628.083339 = -363775.345148
  nChanged 5
		SP:Iteration 33Q (17042.960000 sec): 3 clusters
  Score: Raw -366405.354879 + Penalty 2628.083339 = -363777.271540
  nChanged 3
		SP:Iteration 34Q (17042.970000 sec): 3 clusters
  Score: Raw -366406.936735 + Penalty 2628.083339 = -363778.853396
  nChanged 9
		SP:Iteration 35Q (17042.980000 sec): 3 clusters
  Score: Raw -366410.477607 + Penalty 2628.083339 = -363782.394267
  nChanged 2
		SP:Iteration 36Q (17042.980000 sec): 3 clusters
  Score: Raw -366410.794141 + Penalty 2628.083339 = -363782.710802
  nChanged 1
		SP:Iteration 37Q (17042.990000 sec): 3 clusters
  Score: Raw -366411.346992 + Penalty 2628.083339 = -363783.263653
  nChanged 2
		SP:Iteration 38Q (17043.000000 sec): 3 clusters
  Score: Raw -366412.112875 + Penalty 2628.083339 = -363784.029535
  nChanged 1
		SP:Iteration 39Q (17043.000000 sec): 3 clusters
  Score: Raw -366412.555119 + Penalty 2628.083339 = -363784.471779
  nChanged 1
		SP:Iteration 40F (17043.010000 sec): 3 clusters
  Score: Raw -366413.185750 + Penalty 2628.083339 = -363785.102410
  nChanged 2
		SP:Iteration 41Q (17043.020000 sec): 3 clusters
  Score: Raw -366413.918506 + Penalty 2628.083339 = -363785.835166
  nChanged 1
		SP:Iteration 42Q (17043.030000 sec): 3 clusters
  Score: Raw -366414.272234 + Penalty 2628.083339 = -363786.188894
  nChanged 0
		SP:Iteration 43F (17043.040000 sec): 3 clusters
  Score: Raw -366414.272234 + Penalty 2628.083339 = -363786.188894
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 11 (49496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17043.180000 sec): 2 clusters
  Score: Raw -5891624.959246 + Penalty 1756.567660 = -5889868.391586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17043.310000 sec): 3 clusters
  Score: Raw -5860169.474029 + Penalty 3513.135320 = -5856656.338709
  nChanged 23270
		SP:Iteration 1F (17043.440000 sec): 3 clusters
  Score: Raw -5873715.892291 + Penalty 3513.135320 = -5870202.756972
  nChanged 2405
		SP:Iteration 2Q (17043.580000 sec): 3 clusters
  Score: Raw -5874714.433670 + Penalty 3513.135320 = -5871201.298351
  nChanged 3021
		SP:Iteration 3F (17043.700000 sec): 3 clusters
  Score: Raw -5876368.978513 + Penalty 3513.135320 = -5872855.843193
  nChanged 3635
		SP:Iteration 4F (17043.840000 sec): 3 clusters
  Score: Raw -5878931.156563 + Penalty 3513.135320 = -5875418.021244
  nChanged 4140
		SP:Iteration 5F (17043.970000 sec): 3 clusters
  Score: Raw -5882337.505317 + Penalty 3513.135320 = -5878824.369997
  nChanged 3882
		SP:Iteration 6F (17044.100000 sec): 3 clusters
  Score: Raw -5885824.489635 + Penalty 3513.135320 = -5882311.354315
  nChanged 2805
		SP:Iteration 7F (17044.220000 sec): 3 clusters
  Score: Raw -5888390.329734 + Penalty 3513.135320 = -5884877.194414
  nChanged 1714
		SP:Iteration 8Q (17044.350000 sec): 3 clusters
  Score: Raw -5889970.355120 + Penalty 3513.135320 = -5886457.219801
  nChanged 973
		SP:Iteration 9Q (17044.470000 sec): 3 clusters
  Score: Raw -5890926.132860 + Penalty 3513.135320 = -5887412.997541
  nChanged 491
		SP:Iteration 10Q (17044.580000 sec): 3 clusters
  Score: Raw -5891368.364134 + Penalty 3513.135320 = -5887855.228814
  nChanged 291
		SP:Iteration 11Q (17044.680000 sec): 3 clusters
  Score: Raw -5891586.376909 + Penalty 3513.135320 = -5888073.241589
  nChanged 193
		SP:Iteration 12Q (17044.770000 sec): 3 clusters
  Score: Raw -5891730.848921 + Penalty 3513.135320 = -5888217.713602
  nChanged 114
		SP:Iteration 13Q (17044.870000 sec): 3 clusters
  Score: Raw -5891796.469299 + Penalty 3513.135320 = -5888283.333980
  nChanged 66
		SP:Iteration 14Q (17044.960000 sec): 3 clusters
  Score: Raw -5891834.974534 + Penalty 3513.135320 = -5888321.839215
  nChanged 60
		SP:Iteration 15Q (17045.050000 sec): 3 clusters
  Score: Raw -5891865.837365 + Penalty 3513.135320 = -5888352.702045
  nChanged 50
		SP:Iteration 16Q (17045.140000 sec): 3 clusters
  Score: Raw -5891892.017262 + Penalty 3513.135320 = -5888378.881942
  nChanged 30
		SP:Iteration 17Q (17045.240000 sec): 3 clusters
  Score: Raw -5891903.374369 + Penalty 3513.135320 = -5888390.239049
  nChanged 24
		SP:Iteration 18Q (17045.330000 sec): 3 clusters
  Score: Raw -5891913.339199 + Penalty 3513.135320 = -5888400.203880
  nChanged 14
		SP:Iteration 19Q (17045.420000 sec): 3 clusters
  Score: Raw -5891919.381422 + Penalty 3513.135320 = -5888406.246102
  nChanged 11
		SP:Iteration 20F (17045.550000 sec): 3 clusters
  Score: Raw -5891925.243287 + Penalty 3513.135320 = -5888412.107967
  nChanged 14
		SP:Iteration 21Q (17045.640000 sec): 3 clusters
  Score: Raw -5891932.646711 + Penalty 3513.135320 = -5888419.511391
  nChanged 10
		SP:Iteration 22Q (17045.730000 sec): 3 clusters
  Score: Raw -5891937.320945 + Penalty 3513.135320 = -5888424.185626
  nChanged 6
		SP:Iteration 23Q (17045.820000 sec): 3 clusters
  Score: Raw -5891939.827055 + Penalty 3513.135320 = -5888426.691735
  nChanged 7
		SP:Iteration 24Q (17045.920000 sec): 3 clusters
  Score: Raw -5891943.461085 + Penalty 3513.135320 = -5888430.325766
  nChanged 9
		SP:Iteration 25Q (17046.010000 sec): 3 clusters
  Score: Raw -5891947.252434 + Penalty 3513.135320 = -5888434.117115
  nChanged 6
		SP:Iteration 26Q (17046.100000 sec): 3 clusters
  Score: Raw -5891949.980090 + Penalty 3513.135320 = -5888436.844770
  nChanged 4
		SP:Iteration 27Q (17046.190000 sec): 3 clusters
  Score: Raw -5891951.590940 + Penalty 3513.135320 = -5888438.455620
  nChanged 0
		SP:Iteration 28F (17046.320000 sec): 3 clusters
  Score: Raw -5891951.590940 + Penalty 3513.135320 = -5888438.455620
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 12 (10489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17046.370000 sec): 2 clusters
  Score: Raw -1215565.938732 + Penalty 1504.438385 = -1214061.500347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17046.400000 sec): 3 clusters
  Score: Raw -1209578.677944 + Penalty 3008.876770 = -1206569.801174
  nChanged 4561
		SP:Iteration 1F (17046.420000 sec): 3 clusters
  Score: Raw -1212037.926509 + Penalty 3008.876770 = -1209029.049739
  nChanged 578
		SP:Iteration 2F (17046.450000 sec): 3 clusters
  Score: Raw -1212270.995935 + Penalty 3008.876770 = -1209262.119165
  nChanged 489
		SP:Iteration 3Q (17046.480000 sec): 3 clusters
  Score: Raw -1212453.859939 + Penalty 3008.876770 = -1209444.983169
  nChanged 421
		SP:Iteration 4Q (17046.510000 sec): 3 clusters
  Score: Raw -1212617.539807 + Penalty 3008.876770 = -1209608.663037
  nChanged 386
		SP:Iteration 5Q (17046.540000 sec): 3 clusters
  Score: Raw -1212773.493377 + Penalty 3008.876770 = -1209764.616607
  nChanged 388
		SP:Iteration 6Q (17046.560000 sec): 3 clusters
  Score: Raw -1212937.323024 + Penalty 3008.876770 = -1209928.446254
  nChanged 379
		SP:Iteration 7Q (17046.590000 sec): 3 clusters
  Score: Raw -1213110.691894 + Penalty 3008.876770 = -1210101.815125
  nChanged 381
		SP:Iteration 8Q (17046.620000 sec): 3 clusters
  Score: Raw -1213285.518265 + Penalty 3008.876770 = -1210276.641496
  nChanged 371
		SP:Iteration 9Q (17046.650000 sec): 3 clusters
  Score: Raw -1213470.008620 + Penalty 3008.876770 = -1210461.131851
  nChanged 389
		SP:Iteration 10Q (17046.670000 sec): 3 clusters
  Score: Raw -1213658.364934 + Penalty 3008.876770 = -1210649.488164
  nChanged 359
		SP:Iteration 11Q (17046.700000 sec): 3 clusters
  Score: Raw -1213825.011332 + Penalty 3008.876770 = -1210816.134563
  nChanged 353
		SP:Iteration 12Q (17046.730000 sec): 3 clusters
  Score: Raw -1213975.895733 + Penalty 3008.876770 = -1210967.018963
  nChanged 334
		SP:Iteration 13Q (17046.750000 sec): 3 clusters
  Score: Raw -1214118.486349 + Penalty 3008.876770 = -1211109.609579
  nChanged 306
		SP:Iteration 14Q (17046.780000 sec): 3 clusters
  Score: Raw -1214238.020926 + Penalty 3008.876770 = -1211229.144157
  nChanged 272
		SP:Iteration 15Q (17046.810000 sec): 3 clusters
  Score: Raw -1214347.211818 + Penalty 3008.876770 = -1211338.335049
  nChanged 264
		SP:Iteration 16Q (17046.830000 sec): 3 clusters
  Score: Raw -1214462.052913 + Penalty 3008.876770 = -1211453.176144
  nChanged 248
		SP:Iteration 17Q (17046.850000 sec): 3 clusters
  Score: Raw -1214564.497543 + Penalty 3008.876770 = -1211555.620773
  nChanged 217
		SP:Iteration 18Q (17046.880000 sec): 3 clusters
  Score: Raw -1214652.137813 + Penalty 3008.876770 = -1211643.261043
  nChanged 224
		SP:Iteration 19Q (17046.910000 sec): 3 clusters
  Score: Raw -1214742.446815 + Penalty 3008.876770 = -1211733.570045
  nChanged 219
		SP:Iteration 20F (17046.930000 sec): 3 clusters
  Score: Raw -1214847.591350 + Penalty 3008.876770 = -1211838.714581
  nChanged 240
		SP:Iteration 21Q (17046.960000 sec): 3 clusters
  Score: Raw -1214959.960265 + Penalty 3008.876770 = -1211951.083495
  nChanged 218
		SP:Iteration 22Q (17046.980000 sec): 3 clusters
  Score: Raw -1215069.745354 + Penalty 3008.876770 = -1212060.868585
  nChanged 209
		SP:Iteration 23Q (17047.010000 sec): 3 clusters
  Score: Raw -1215168.558676 + Penalty 3008.876770 = -1212159.681906
  nChanged 187
		SP:Iteration 24Q (17047.030000 sec): 3 clusters
  Score: Raw -1215253.202918 + Penalty 3008.876770 = -1212244.326148
  nChanged 168
		SP:Iteration 25Q (17047.050000 sec): 3 clusters
  Score: Raw -1215322.328983 + Penalty 3008.876770 = -1212313.452213
  nChanged 144
		SP:Iteration 26Q (17047.080000 sec): 3 clusters
  Score: Raw -1215381.189441 + Penalty 3008.876770 = -1212372.312671
  nChanged 117
		SP:Iteration 27Q (17047.100000 sec): 3 clusters
  Score: Raw -1215420.981833 + Penalty 3008.876770 = -1212412.105064
  nChanged 91
		SP:Iteration 28Q (17047.130000 sec): 3 clusters
  Score: Raw -1215455.499716 + Penalty 3008.876770 = -1212446.622946
  nChanged 91
		SP:Iteration 29Q (17047.150000 sec): 3 clusters
  Score: Raw -1215490.589033 + Penalty 3008.876770 = -1212481.712263
  nChanged 76
		SP:Iteration 30Q (17047.170000 sec): 3 clusters
  Score: Raw -1215518.087290 + Penalty 3008.876770 = -1212509.210521
  nChanged 71
		SP:Iteration 31Q (17047.190000 sec): 3 clusters
  Score: Raw -1215544.225327 + Penalty 3008.876770 = -1212535.348558
  nChanged 64
		SP:Iteration 32Q (17047.210000 sec): 3 clusters
  Score: Raw -1215566.919682 + Penalty 3008.876770 = -1212558.042913
  nChanged 68
		SP:Iteration 33Q (17047.240000 sec): 3 clusters
  Score: Raw -1215592.025006 + Penalty 3008.876770 = -1212583.148236
  nChanged 72
		SP:Iteration 34Q (17047.260000 sec): 3 clusters
  Score: Raw -1215618.103187 + Penalty 3008.876770 = -1212609.226417
  nChanged 59
		SP:Iteration 35Q (17047.280000 sec): 3 clusters
  Score: Raw -1215636.541601 + Penalty 3008.876770 = -1212627.664832
  nChanged 54
		SP:Iteration 36Q (17047.310000 sec): 3 clusters
  Score: Raw -1215654.323372 + Penalty 3008.876770 = -1212645.446602
  nChanged 41
		SP:Iteration 37Q (17047.330000 sec): 3 clusters
  Score: Raw -1215668.851826 + Penalty 3008.876770 = -1212659.975056
  nChanged 62
		SP:Iteration 38Q (17047.350000 sec): 3 clusters
  Score: Raw -1215690.589151 + Penalty 3008.876770 = -1212681.712382
  nChanged 43
		SP:Iteration 39Q (17047.370000 sec): 3 clusters
  Score: Raw -1215704.193207 + Penalty 3008.876770 = -1212695.316438
  nChanged 39
		SP:Iteration 40F (17047.400000 sec): 3 clusters
  Score: Raw -1215718.495436 + Penalty 3008.876770 = -1212709.618667
  nChanged 42
		SP:Iteration 41Q (17047.420000 sec): 3 clusters
  Score: Raw -1215732.541805 + Penalty 3008.876770 = -1212723.665035
  nChanged 32
		SP:Iteration 42Q (17047.440000 sec): 3 clusters
  Score: Raw -1215744.027546 + Penalty 3008.876770 = -1212735.150776
  nChanged 38
		SP:Iteration 43Q (17047.460000 sec): 3 clusters
  Score: Raw -1215757.941900 + Penalty 3008.876770 = -1212749.065130
  nChanged 35
		SP:Iteration 44Q (17047.480000 sec): 3 clusters
  Score: Raw -1215770.329620 + Penalty 3008.876770 = -1212761.452850
  nChanged 26
		SP:Iteration 45Q (17047.500000 sec): 3 clusters
  Score: Raw -1215778.896164 + Penalty 3008.876770 = -1212770.019394
  nChanged 18
		SP:Iteration 46Q (17047.520000 sec): 3 clusters
  Score: Raw -1215784.244542 + Penalty 3008.876770 = -1212775.367773
  nChanged 14
		SP:Iteration 47Q (17047.550000 sec): 3 clusters
  Score: Raw -1215787.819689 + Penalty 3008.876770 = -1212778.942920
  nChanged 11
		SP:Iteration 48Q (17047.570000 sec): 3 clusters
  Score: Raw -1215791.162064 + Penalty 3008.876770 = -1212782.285295
  nChanged 11
		SP:Iteration 49Q (17047.590000 sec): 3 clusters
  Score: Raw -1215794.399963 + Penalty 3008.876770 = -1212785.523193
  nChanged 9
		SP:Iteration 50Q (17047.610000 sec): 3 clusters
  Score: Raw -1215797.399953 + Penalty 3008.876770 = -1212788.523184
  nChanged 6
		SP:Iteration 51Q (17047.630000 sec): 3 clusters
  Score: Raw -1215799.624086 + Penalty 3008.876770 = -1212790.747317
  nChanged 8
		SP:Iteration 52Q (17047.650000 sec): 3 clusters
  Score: Raw -1215802.274708 + Penalty 3008.876770 = -1212793.397938
  nChanged 5
		SP:Iteration 53Q (17047.670000 sec): 3 clusters
  Score: Raw -1215803.807290 + Penalty 3008.876770 = -1212794.930521
  nChanged 3
		SP:Iteration 54Q (17047.690000 sec): 3 clusters
  Score: Raw -1215804.463232 + Penalty 3008.876770 = -1212795.586462
  nChanged 3
		SP:Iteration 55Q (17047.710000 sec): 3 clusters
  Score: Raw -1215805.130854 + Penalty 3008.876770 = -1212796.254085
  nChanged 6
		SP:Iteration 56Q (17047.730000 sec): 3 clusters
  Score: Raw -1215806.771299 + Penalty 3008.876770 = -1212797.894530
  nChanged 3
		SP:Iteration 57Q (17047.750000 sec): 3 clusters
  Score: Raw -1215807.308133 + Penalty 3008.876770 = -1212798.431364
  nChanged 2
		SP:Iteration 58Q (17047.770000 sec): 3 clusters
  Score: Raw -1215807.929035 + Penalty 3008.876770 = -1212799.052266
  nChanged 4
		SP:Iteration 59Q (17047.790000 sec): 3 clusters
  Score: Raw -1215809.028400 + Penalty 3008.876770 = -1212800.151630
  nChanged 8
		SP:Iteration 60F (17047.820000 sec): 3 clusters
  Score: Raw -1215811.597837 + Penalty 3008.876770 = -1212802.721067
  nChanged 8
		SP:Iteration 61Q (17047.840000 sec): 3 clusters
  Score: Raw -1215814.301296 + Penalty 3008.876770 = -1212805.424527
  nChanged 8
		SP:Iteration 62Q (17047.860000 sec): 3 clusters
  Score: Raw -1215816.114099 + Penalty 3008.876770 = -1212807.237330
  nChanged 9
		SP:Iteration 63Q (17047.890000 sec): 3 clusters
  Score: Raw -1215818.170891 + Penalty 3008.876770 = -1212809.294121
  nChanged 7
		SP:Iteration 64Q (17047.910000 sec): 3 clusters
  Score: Raw -1215820.061710 + Penalty 3008.876770 = -1212811.184940
  nChanged 7
		SP:Iteration 65Q (17047.930000 sec): 3 clusters
  Score: Raw -1215821.981484 + Penalty 3008.876770 = -1212813.104714
  nChanged 8
		SP:Iteration 66Q (17047.950000 sec): 3 clusters
  Score: Raw -1215824.875536 + Penalty 3008.876770 = -1212815.998767
  nChanged 12
		SP:Iteration 67Q (17047.970000 sec): 3 clusters
  Score: Raw -1215828.837252 + Penalty 3008.876770 = -1212819.960482
  nChanged 13
		SP:Iteration 68Q (17047.990000 sec): 3 clusters
  Score: Raw -1215834.678681 + Penalty 3008.876770 = -1212825.801912
  nChanged 12
		SP:Iteration 69Q (17048.010000 sec): 3 clusters
  Score: Raw -1215840.301985 + Penalty 3008.876770 = -1212831.425216
  nChanged 11
		SP:Iteration 70Q (17048.040000 sec): 3 clusters
  Score: Raw -1215843.900688 + Penalty 3008.876770 = -1212835.023919
  nChanged 7
		SP:Iteration 71Q (17048.060000 sec): 3 clusters
  Score: Raw -1215846.308010 + Penalty 3008.876770 = -1212837.431240
  nChanged 6
		SP:Iteration 72Q (17048.080000 sec): 3 clusters
  Score: Raw -1215848.564999 + Penalty 3008.876770 = -1212839.688229
  nChanged 5
		SP:Iteration 73Q (17048.100000 sec): 3 clusters
  Score: Raw -1215850.064541 + Penalty 3008.876770 = -1212841.187771
  nChanged 0
		SP:Iteration 74F (17048.120000 sec): 3 clusters
  Score: Raw -1215850.064541 + Penalty 3008.876770 = -1212841.187771
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 13 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17048.140000 sec): 2 clusters
  Score: Raw -194905.741079 + Penalty 1215.294409 = -193690.446670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17048.140000 sec): 3 clusters
  Score: Raw -194185.793107 + Penalty 2430.588818 = -191755.204288
  nChanged 608
		SP:Iteration 1F (17048.150000 sec): 3 clusters
  Score: Raw -194641.885765 + Penalty 2430.588818 = -192211.296946
  nChanged 154
		SP:Iteration 2F (17048.150000 sec): 3 clusters
  Score: Raw -194797.597828 + Penalty 2430.588818 = -192367.009010
  nChanged 110
		SP:Iteration 3F (17048.160000 sec): 3 clusters
  Score: Raw -194917.558401 + Penalty 2430.588818 = -192486.969583
  nChanged 96
		SP:Iteration 4F (17048.160000 sec): 3 clusters
  Score: Raw -195029.243747 + Penalty 2430.588818 = -192598.654928
  nChanged 95
		SP:Iteration 5F (17048.160000 sec): 3 clusters
  Score: Raw -195144.241516 + Penalty 2430.588818 = -192713.652697
  nChanged 79
		SP:Iteration 6Q (17048.170000 sec): 3 clusters
  Score: Raw -195250.301147 + Penalty 2430.588818 = -192819.712328
  nChanged 65
		SP:Iteration 7Q (17048.170000 sec): 3 clusters
  Score: Raw -195330.041035 + Penalty 2430.588818 = -192899.452216
  nChanged 59
		SP:Iteration 8Q (17048.180000 sec): 3 clusters
  Score: Raw -195401.565226 + Penalty 2430.588818 = -192970.976408
  nChanged 56
		SP:Iteration 9Q (17048.180000 sec): 3 clusters
  Score: Raw -195466.630579 + Penalty 2430.588818 = -193036.041761
  nChanged 48
		SP:Iteration 10Q (17048.180000 sec): 3 clusters
  Score: Raw -195511.963627 + Penalty 2430.588818 = -193081.374808
  nChanged 33
		SP:Iteration 11Q (17048.190000 sec): 3 clusters
  Score: Raw -195556.367911 + Penalty 2430.588818 = -193125.779092
  nChanged 43
		SP:Iteration 12Q (17048.190000 sec): 3 clusters
  Score: Raw -195610.411833 + Penalty 2430.588818 = -193179.823015
  nChanged 24
		SP:Iteration 13Q (17048.200000 sec): 3 clusters
  Score: Raw -195634.648410 + Penalty 2430.588818 = -193204.059591
  nChanged 16
		SP:Iteration 14Q (17048.200000 sec): 3 clusters
  Score: Raw -195645.814632 + Penalty 2430.588818 = -193215.225814
  nChanged 6
		SP:Iteration 15Q (17048.200000 sec): 3 clusters
  Score: Raw -195649.754874 + Penalty 2430.588818 = -193219.166055
  nChanged 3
		SP:Iteration 16Q (17048.210000 sec): 3 clusters
  Score: Raw -195651.506974 + Penalty 2430.588818 = -193220.918156
  nChanged 0
		SP:Iteration 17F (17048.210000 sec): 3 clusters
  Score: Raw -195651.506974 + Penalty 2430.588818 = -193220.918156
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 14 (26253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17048.290000 sec): 2 clusters
  Score: Raw -3037270.090520 + Penalty 1653.524526 = -3035616.565994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17048.360000 sec): 3 clusters
  Score: Raw -3021158.565429 + Penalty 3307.049053 = -3017851.516376
  nChanged 12138
		SP:Iteration 1F (17048.430000 sec): 3 clusters
  Score: Raw -3028259.943116 + Penalty 3307.049053 = -3024952.894063
  nChanged 1553
		SP:Iteration 2F (17048.500000 sec): 3 clusters
  Score: Raw -3029163.533974 + Penalty 3307.049053 = -3025856.484921
  nChanged 1642
		SP:Iteration 3F (17048.570000 sec): 3 clusters
  Score: Raw -3030361.355186 + Penalty 3307.049053 = -3027054.306133
  nChanged 1774
		SP:Iteration 4F (17048.640000 sec): 3 clusters
  Score: Raw -3031834.431269 + Penalty 3307.049053 = -3028527.382216
  nChanged 1852
		SP:Iteration 5F (17048.700000 sec): 3 clusters
  Score: Raw -3033477.920033 + Penalty 3307.049053 = -3030170.870980
  nChanged 1782
		SP:Iteration 6F (17048.780000 sec): 3 clusters
  Score: Raw -3034957.253345 + Penalty 3307.049053 = -3031650.204292
  nChanged 1421
		SP:Iteration 7F (17048.840000 sec): 3 clusters
  Score: Raw -3035847.761889 + Penalty 3307.049053 = -3032540.712836
  nChanged 969
		SP:Iteration 8Q (17048.910000 sec): 3 clusters
  Score: Raw -3036288.056106 + Penalty 3307.049053 = -3032981.007054
  nChanged 629
		SP:Iteration 9Q (17048.980000 sec): 3 clusters
  Score: Raw -3036484.561713 + Penalty 3307.049053 = -3033177.512660
  nChanged 399
		SP:Iteration 10Q (17049.040000 sec): 3 clusters
  Score: Raw -3036573.523795 + Penalty 3307.049053 = -3033266.474742
  nChanged 267
		SP:Iteration 11Q (17049.110000 sec): 3 clusters
  Score: Raw -3036625.722424 + Penalty 3307.049053 = -3033318.673371
  nChanged 214
		SP:Iteration 12Q (17049.170000 sec): 3 clusters
  Score: Raw -3036662.122008 + Penalty 3307.049053 = -3033355.072956
  nChanged 178
		SP:Iteration 13Q (17049.240000 sec): 3 clusters
  Score: Raw -3036688.126653 + Penalty 3307.049053 = -3033381.077600
  nChanged 153
		SP:Iteration 14Q (17049.300000 sec): 3 clusters
  Score: Raw -3036710.472772 + Penalty 3307.049053 = -3033403.423719
  nChanged 123
		SP:Iteration 15Q (17049.370000 sec): 3 clusters
  Score: Raw -3036724.413495 + Penalty 3307.049053 = -3033417.364442
  nChanged 105
		SP:Iteration 16Q (17049.430000 sec): 3 clusters
  Score: Raw -3036734.635237 + Penalty 3307.049053 = -3033427.586185
  nChanged 76
		SP:Iteration 17Q (17049.500000 sec): 3 clusters
  Score: Raw -3036741.616143 + Penalty 3307.049053 = -3033434.567090
  nChanged 66
		SP:Iteration 18Q (17049.560000 sec): 3 clusters
  Score: Raw -3036747.660993 + Penalty 3307.049053 = -3033440.611941
  nChanged 60
		SP:Iteration 19Q (17049.630000 sec): 3 clusters
  Score: Raw -3036752.309508 + Penalty 3307.049053 = -3033445.260455
  nChanged 54
		SP:Iteration 20F (17049.700000 sec): 3 clusters
  Score: Raw -3036756.219696 + Penalty 3307.049053 = -3033449.170644
  nChanged 36
		SP:Iteration 21Q (17049.760000 sec): 3 clusters
  Score: Raw -3036758.509074 + Penalty 3307.049053 = -3033451.460021
  nChanged 30
		SP:Iteration 22Q (17049.830000 sec): 3 clusters
  Score: Raw -3036760.233027 + Penalty 3307.049053 = -3033453.183975
  nChanged 21
		SP:Iteration 23Q (17049.890000 sec): 3 clusters
  Score: Raw -3036761.538439 + Penalty 3307.049053 = -3033454.489387
  nChanged 23
		SP:Iteration 24Q (17049.960000 sec): 3 clusters
  Score: Raw -3036762.925069 + Penalty 3307.049053 = -3033455.876016
  nChanged 27
		SP:Iteration 25Q (17050.020000 sec): 3 clusters
  Score: Raw -3036764.532373 + Penalty 3307.049053 = -3033457.483320
  nChanged 24
		SP:Iteration 26Q (17050.090000 sec): 3 clusters
  Score: Raw -3036766.257857 + Penalty 3307.049053 = -3033459.208804
  nChanged 33
		SP:Iteration 27Q (17050.150000 sec): 3 clusters
  Score: Raw -3036767.964545 + Penalty 3307.049053 = -3033460.915492
  nChanged 23
		SP:Iteration 28Q (17050.220000 sec): 3 clusters
  Score: Raw -3036769.480626 + Penalty 3307.049053 = -3033462.431573
  nChanged 22
		SP:Iteration 29Q (17050.280000 sec): 3 clusters
  Score: Raw -3036770.248168 + Penalty 3307.049053 = -3033463.199115
  nChanged 14
		SP:Iteration 30Q (17050.350000 sec): 3 clusters
  Score: Raw -3036770.981497 + Penalty 3307.049053 = -3033463.932444
  nChanged 13
		SP:Iteration 31Q (17050.410000 sec): 3 clusters
  Score: Raw -3036771.568807 + Penalty 3307.049053 = -3033464.519755
  nChanged 9
		SP:Iteration 32Q (17050.480000 sec): 3 clusters
  Score: Raw -3036771.859902 + Penalty 3307.049053 = -3033464.810849
  nChanged 2
		SP:Iteration 33Q (17050.540000 sec): 3 clusters
  Score: Raw -3036771.928707 + Penalty 3307.049053 = -3033464.879654
  nChanged 1
		SP:Iteration 34Q (17050.610000 sec): 3 clusters
  Score: Raw -3036771.952637 + Penalty 3307.049053 = -3033464.903584
  nChanged 3
		SP:Iteration 35Q (17050.670000 sec): 3 clusters
  Score: Raw -3036772.070204 + Penalty 3307.049053 = -3033465.021151
  nChanged 2
		SP:Iteration 36Q (17050.740000 sec): 3 clusters
  Score: Raw -3036772.115905 + Penalty 3307.049053 = -3033465.066852
  nChanged 2
		SP:Iteration 37Q (17050.800000 sec): 3 clusters
  Score: Raw -3036772.228159 + Penalty 3307.049053 = -3033465.179106
  nChanged 7
		SP:Iteration 38Q (17050.870000 sec): 3 clusters
  Score: Raw -3036772.465558 + Penalty 3307.049053 = -3033465.416505
  nChanged 4
		SP:Iteration 39Q (17050.930000 sec): 3 clusters
  Score: Raw -3036772.628544 + Penalty 3307.049053 = -3033465.579491
  nChanged 6
		SP:Iteration 40F (17051.000000 sec): 3 clusters
  Score: Raw -3036772.871966 + Penalty 3307.049053 = -3033465.822913
  nChanged 3
		SP:Iteration 41Q (17051.070000 sec): 3 clusters
  Score: Raw -3036772.942761 + Penalty 3307.049053 = -3033465.893708
  nChanged 2
		SP:Iteration 42Q (17051.130000 sec): 3 clusters
  Score: Raw -3036773.047801 + Penalty 3307.049053 = -3033465.998748
  nChanged 3
		SP:Iteration 43Q (17051.200000 sec): 3 clusters
  Score: Raw -3036773.166044 + Penalty 3307.049053 = -3033466.116991
  nChanged 2
		SP:Iteration 44Q (17051.260000 sec): 3 clusters
  Score: Raw -3036773.288744 + Penalty 3307.049053 = -3033466.239691
  nChanged 4
		SP:Iteration 45Q (17051.330000 sec): 3 clusters
  Score: Raw -3036773.437887 + Penalty 3307.049053 = -3033466.388834
  nChanged 4
		SP:Iteration 46Q (17051.390000 sec): 3 clusters
  Score: Raw -3036773.538605 + Penalty 3307.049053 = -3033466.489553
  nChanged 4
		SP:Iteration 47Q (17051.460000 sec): 3 clusters
  Score: Raw -3036773.661428 + Penalty 3307.049053 = -3033466.612375
  nChanged 4
		SP:Iteration 48Q (17051.520000 sec): 3 clusters
  Score: Raw -3036773.754331 + Penalty 3307.049053 = -3033466.705278
  nChanged 1
		SP:Iteration 49Q (17051.590000 sec): 3 clusters
  Score: Raw -3036773.792642 + Penalty 3307.049053 = -3033466.743589
  nChanged 1
		SP:Iteration 50Q (17051.650000 sec): 3 clusters
  Score: Raw -3036773.807403 + Penalty 3307.049053 = -3033466.758350
  nChanged 1
		SP:Iteration 51Q (17051.720000 sec): 3 clusters
  Score: Raw -3036773.876858 + Penalty 3307.049053 = -3033466.827805
  nChanged 0
		SP:Iteration 52F (17051.790000 sec): 3 clusters
  Score: Raw -3036773.876858 + Penalty 3307.049053 = -3033466.827805
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 15 (13677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17051.830000 sec): 2 clusters
  Score: Raw -1469477.724299 + Penalty 1547.564016 = -1467930.160283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17051.870000 sec): 3 clusters
  Score: Raw -1461533.996724 + Penalty 3095.128032 = -1458438.868692
  nChanged 6013
		SP:Iteration 1F (17051.900000 sec): 3 clusters
  Score: Raw -1464995.795831 + Penalty 3095.128032 = -1461900.667799
  nChanged 974
		SP:Iteration 2F (17051.940000 sec): 3 clusters
  Score: Raw -1465622.557922 + Penalty 3095.128032 = -1462527.429889
  nChanged 948
		SP:Iteration 3F (17051.970000 sec): 3 clusters
  Score: Raw -1466294.447493 + Penalty 3095.128032 = -1463199.319461
  nChanged 925
		SP:Iteration 4F (17052.010000 sec): 3 clusters
  Score: Raw -1466910.709581 + Penalty 3095.128032 = -1463815.581549
  nChanged 801
		SP:Iteration 5F (17052.040000 sec): 3 clusters
  Score: Raw -1467448.910508 + Penalty 3095.128032 = -1464353.782476
  nChanged 765
		SP:Iteration 6F (17052.080000 sec): 3 clusters
  Score: Raw -1467893.021479 + Penalty 3095.128032 = -1464797.893447
  nChanged 610
		SP:Iteration 7Q (17052.110000 sec): 3 clusters
  Score: Raw -1468190.294590 + Penalty 3095.128032 = -1465095.166557
  nChanged 479
		SP:Iteration 8Q (17052.150000 sec): 3 clusters
  Score: Raw -1468391.703690 + Penalty 3095.128032 = -1465296.575658
  nChanged 405
		SP:Iteration 9Q (17052.180000 sec): 3 clusters
  Score: Raw -1468546.014993 + Penalty 3095.128032 = -1465450.886960
  nChanged 329
		SP:Iteration 10Q (17052.220000 sec): 3 clusters
  Score: Raw -1468661.010348 + Penalty 3095.128032 = -1465565.882316
  nChanged 279
		SP:Iteration 11Q (17052.250000 sec): 3 clusters
  Score: Raw -1468740.523523 + Penalty 3095.128032 = -1465645.395491
  nChanged 214
		SP:Iteration 12Q (17052.290000 sec): 3 clusters
  Score: Raw -1468793.012033 + Penalty 3095.128032 = -1465697.884001
  nChanged 183
		SP:Iteration 13Q (17052.320000 sec): 3 clusters
  Score: Raw -1468830.502848 + Penalty 3095.128032 = -1465735.374815
  nChanged 144
		SP:Iteration 14Q (17052.360000 sec): 3 clusters
  Score: Raw -1468858.924050 + Penalty 3095.128032 = -1465763.796018
  nChanged 125
		SP:Iteration 15Q (17052.390000 sec): 3 clusters
  Score: Raw -1468881.687402 + Penalty 3095.128032 = -1465786.559369
  nChanged 107
		SP:Iteration 16Q (17052.430000 sec): 3 clusters
  Score: Raw -1468898.641209 + Penalty 3095.128032 = -1465803.513177
  nChanged 88
		SP:Iteration 17Q (17052.460000 sec): 3 clusters
  Score: Raw -1468912.869466 + Penalty 3095.128032 = -1465817.741434
  nChanged 86
		SP:Iteration 18Q (17052.500000 sec): 3 clusters
  Score: Raw -1468929.802580 + Penalty 3095.128032 = -1465834.674548
  nChanged 91
		SP:Iteration 19Q (17052.530000 sec): 3 clusters
  Score: Raw -1468946.628596 + Penalty 3095.128032 = -1465851.500563
  nChanged 93
		SP:Iteration 20F (17052.570000 sec): 3 clusters
  Score: Raw -1468961.227416 + Penalty 3095.128032 = -1465866.099383
  nChanged 80
		SP:Iteration 21Q (17052.600000 sec): 3 clusters
  Score: Raw -1468972.798086 + Penalty 3095.128032 = -1465877.670054
  nChanged 60
		SP:Iteration 22Q (17052.640000 sec): 3 clusters
  Score: Raw -1468980.572852 + Penalty 3095.128032 = -1465885.444819
  nChanged 66
		SP:Iteration 23Q (17052.670000 sec): 3 clusters
  Score: Raw -1468989.646767 + Penalty 3095.128032 = -1465894.518735
  nChanged 55
		SP:Iteration 24Q (17052.700000 sec): 3 clusters
  Score: Raw -1468997.366047 + Penalty 3095.128032 = -1465902.238015
  nChanged 49
		SP:Iteration 25Q (17052.740000 sec): 3 clusters
  Score: Raw -1469002.536905 + Penalty 3095.128032 = -1465907.408872
  nChanged 32
		SP:Iteration 26Q (17052.780000 sec): 3 clusters
  Score: Raw -1469006.117552 + Penalty 3095.128032 = -1465910.989519
  nChanged 28
		SP:Iteration 27Q (17052.810000 sec): 3 clusters
  Score: Raw -1469009.601930 + Penalty 3095.128032 = -1465914.473898
  nChanged 29
		SP:Iteration 28Q (17052.840000 sec): 3 clusters
  Score: Raw -1469012.464950 + Penalty 3095.128032 = -1465917.336918
  nChanged 24
		SP:Iteration 29Q (17052.880000 sec): 3 clusters
  Score: Raw -1469014.102272 + Penalty 3095.128032 = -1465918.974240
  nChanged 19
		SP:Iteration 30Q (17052.910000 sec): 3 clusters
  Score: Raw -1469015.875828 + Penalty 3095.128032 = -1465920.747796
  nChanged 20
		SP:Iteration 31Q (17052.950000 sec): 3 clusters
  Score: Raw -1469017.784808 + Penalty 3095.128032 = -1465922.656776
  nChanged 20
		SP:Iteration 32Q (17052.980000 sec): 3 clusters
  Score: Raw -1469019.394290 + Penalty 3095.128032 = -1465924.266258
  nChanged 14
		SP:Iteration 33Q (17053.020000 sec): 3 clusters
  Score: Raw -1469020.210672 + Penalty 3095.128032 = -1465925.082639
  nChanged 9
		SP:Iteration 34Q (17053.050000 sec): 3 clusters
  Score: Raw -1469021.347524 + Penalty 3095.128032 = -1465926.219492
  nChanged 12
		SP:Iteration 35Q (17053.090000 sec): 3 clusters
  Score: Raw -1469022.242288 + Penalty 3095.128032 = -1465927.114255
  nChanged 9
		SP:Iteration 36Q (17053.120000 sec): 3 clusters
  Score: Raw -1469023.105074 + Penalty 3095.128032 = -1465927.977042
  nChanged 10
		SP:Iteration 37Q (17053.160000 sec): 3 clusters
  Score: Raw -1469024.141956 + Penalty 3095.128032 = -1465929.013923
  nChanged 11
		SP:Iteration 38Q (17053.190000 sec): 3 clusters
  Score: Raw -1469025.021752 + Penalty 3095.128032 = -1465929.893719
  nChanged 16
		SP:Iteration 39Q (17053.220000 sec): 3 clusters
  Score: Raw -1469026.662137 + Penalty 3095.128032 = -1465931.534104
  nChanged 20
		SP:Iteration 40F (17053.260000 sec): 3 clusters
  Score: Raw -1469028.623910 + Penalty 3095.128032 = -1465933.495877
  nChanged 20
		SP:Iteration 41Q (17053.300000 sec): 3 clusters
  Score: Raw -1469030.363864 + Penalty 3095.128032 = -1465935.235832
  nChanged 21
		SP:Iteration 42Q (17053.330000 sec): 3 clusters
  Score: Raw -1469032.101403 + Penalty 3095.128032 = -1465936.973370
  nChanged 22
		SP:Iteration 43Q (17053.360000 sec): 3 clusters
  Score: Raw -1469033.779858 + Penalty 3095.128032 = -1465938.651826
  nChanged 16
		SP:Iteration 44Q (17053.400000 sec): 3 clusters
  Score: Raw -1469035.616603 + Penalty 3095.128032 = -1465940.488570
  nChanged 20
		SP:Iteration 45Q (17053.430000 sec): 3 clusters
  Score: Raw -1469037.430269 + Penalty 3095.128032 = -1465942.302237
  nChanged 19
		SP:Iteration 46Q (17053.460000 sec): 3 clusters
  Score: Raw -1469038.574070 + Penalty 3095.128032 = -1465943.446037
  nChanged 14
		SP:Iteration 47Q (17053.500000 sec): 3 clusters
  Score: Raw -1469039.780310 + Penalty 3095.128032 = -1465944.652278
  nChanged 18
		SP:Iteration 48Q (17053.530000 sec): 3 clusters
  Score: Raw -1469041.130079 + Penalty 3095.128032 = -1465946.002046
  nChanged 16
		SP:Iteration 49Q (17053.570000 sec): 3 clusters
  Score: Raw -1469042.356294 + Penalty 3095.128032 = -1465947.228262
  nChanged 16
		SP:Iteration 50Q (17053.600000 sec): 3 clusters
  Score: Raw -1469043.707334 + Penalty 3095.128032 = -1465948.579302
  nChanged 20
		SP:Iteration 51Q (17053.640000 sec): 3 clusters
  Score: Raw -1469045.426431 + Penalty 3095.128032 = -1465950.298399
  nChanged 16
		SP:Iteration 52Q (17053.670000 sec): 3 clusters
  Score: Raw -1469046.705999 + Penalty 3095.128032 = -1465951.577967
  nChanged 18
		SP:Iteration 53Q (17053.700000 sec): 3 clusters
  Score: Raw -1469048.208467 + Penalty 3095.128032 = -1465953.080434
  nChanged 19
		SP:Iteration 54Q (17053.740000 sec): 3 clusters
  Score: Raw -1469050.086312 + Penalty 3095.128032 = -1465954.958279
  nChanged 21
		SP:Iteration 55Q (17053.780000 sec): 3 clusters
  Score: Raw -1469051.709646 + Penalty 3095.128032 = -1465956.581613
  nChanged 17
		SP:Iteration 56Q (17053.810000 sec): 3 clusters
  Score: Raw -1469053.252540 + Penalty 3095.128032 = -1465958.124508
  nChanged 18
		SP:Iteration 57Q (17053.840000 sec): 3 clusters
  Score: Raw -1469055.088891 + Penalty 3095.128032 = -1465959.960859
  nChanged 22
		SP:Iteration 58Q (17053.880000 sec): 3 clusters
  Score: Raw -1469057.125400 + Penalty 3095.128032 = -1465961.997367
  nChanged 30
		SP:Iteration 59Q (17053.910000 sec): 3 clusters
  Score: Raw -1469060.066704 + Penalty 3095.128032 = -1465964.938671
  nChanged 25
		SP:Iteration 60F (17053.950000 sec): 3 clusters
  Score: Raw -1469062.244520 + Penalty 3095.128032 = -1465967.116487
  nChanged 21
		SP:Iteration 61Q (17053.980000 sec): 3 clusters
  Score: Raw -1469064.343015 + Penalty 3095.128032 = -1465969.214982
  nChanged 27
		SP:Iteration 62Q (17054.020000 sec): 3 clusters
  Score: Raw -1469066.799159 + Penalty 3095.128032 = -1465971.671126
  nChanged 29
		SP:Iteration 63Q (17054.050000 sec): 3 clusters
  Score: Raw -1469069.508031 + Penalty 3095.128032 = -1465974.379999
  nChanged 32
		SP:Iteration 64Q (17054.090000 sec): 3 clusters
  Score: Raw -1469072.653910 + Penalty 3095.128032 = -1465977.525878
  nChanged 33
		SP:Iteration 65Q (17054.120000 sec): 3 clusters
  Score: Raw -1469076.059753 + Penalty 3095.128032 = -1465980.931720
  nChanged 35
		SP:Iteration 66Q (17054.160000 sec): 3 clusters
  Score: Raw -1469080.237968 + Penalty 3095.128032 = -1465985.109935
  nChanged 45
		SP:Iteration 67Q (17054.190000 sec): 3 clusters
  Score: Raw -1469085.215089 + Penalty 3095.128032 = -1465990.087057
  nChanged 41
		SP:Iteration 68Q (17054.220000 sec): 3 clusters
  Score: Raw -1469091.140114 + Penalty 3095.128032 = -1465996.012081
  nChanged 53
		SP:Iteration 69Q (17054.260000 sec): 3 clusters
  Score: Raw -1469098.839106 + Penalty 3095.128032 = -1466003.711073
  nChanged 58
		SP:Iteration 70Q (17054.300000 sec): 3 clusters
  Score: Raw -1469106.569076 + Penalty 3095.128032 = -1466011.441043
  nChanged 65
		SP:Iteration 71Q (17054.330000 sec): 3 clusters
  Score: Raw -1469116.497938 + Penalty 3095.128032 = -1466021.369906
  nChanged 65
		SP:Iteration 72Q (17054.360000 sec): 3 clusters
  Score: Raw -1469128.090884 + Penalty 3095.128032 = -1466032.962852
  nChanged 61
		SP:Iteration 73Q (17054.400000 sec): 3 clusters
  Score: Raw -1469140.843794 + Penalty 3095.128032 = -1466045.715762
  nChanged 77
		SP:Iteration 74Q (17054.430000 sec): 3 clusters
  Score: Raw -1469156.972891 + Penalty 3095.128032 = -1466061.844859
  nChanged 77
		SP:Iteration 75Q (17054.470000 sec): 3 clusters
  Score: Raw -1469174.419066 + Penalty 3095.128032 = -1466079.291034
  nChanged 101
		SP:Iteration 76Q (17054.500000 sec): 3 clusters
  Score: Raw -1469198.594055 + Penalty 3095.128032 = -1466103.466023
  nChanged 113
		SP:Iteration 77Q (17054.540000 sec): 3 clusters
  Score: Raw -1469226.165526 + Penalty 3095.128032 = -1466131.037494
  nChanged 117
		SP:Iteration 78Q (17054.570000 sec): 3 clusters
  Score: Raw -1469253.369273 + Penalty 3095.128032 = -1466158.241240
  nChanged 116
		SP:Iteration 79Q (17054.600000 sec): 3 clusters
  Score: Raw -1469279.097197 + Penalty 3095.128032 = -1466183.969164
  nChanged 125
		SP:Iteration 80F (17054.640000 sec): 3 clusters
  Score: Raw -1469312.692822 + Penalty 3095.128032 = -1466217.564789
  nChanged 154
		SP:Iteration 81Q (17054.680000 sec): 3 clusters
  Score: Raw -1469351.515639 + Penalty 3095.128032 = -1466256.387606
  nChanged 141
		SP:Iteration 82Q (17054.710000 sec): 3 clusters
  Score: Raw -1469389.376926 + Penalty 3095.128032 = -1466294.248894
  nChanged 142
		SP:Iteration 83Q (17054.740000 sec): 3 clusters
  Score: Raw -1469424.083261 + Penalty 3095.128032 = -1466328.955229
  nChanged 150
		SP:Iteration 84Q (17054.780000 sec): 3 clusters
  Score: Raw -1469462.433769 + Penalty 3095.128032 = -1466367.305736
  nChanged 151
		SP:Iteration 85Q (17054.810000 sec): 3 clusters
  Score: Raw -1469502.007837 + Penalty 3095.128032 = -1466406.879805
  nChanged 142
		SP:Iteration 86Q (17054.850000 sec): 3 clusters
  Score: Raw -1469544.025693 + Penalty 3095.128032 = -1466448.897661
  nChanged 145
		SP:Iteration 87Q (17054.880000 sec): 3 clusters
  Score: Raw -1469586.063542 + Penalty 3095.128032 = -1466490.935510
  nChanged 159
		SP:Iteration 88Q (17054.920000 sec): 3 clusters
  Score: Raw -1469643.053704 + Penalty 3095.128032 = -1466547.925672
  nChanged 184
		SP:Iteration 89Q (17054.950000 sec): 3 clusters
  Score: Raw -1469714.632226 + Penalty 3095.128032 = -1466619.504194
  nChanged 188
		SP:Iteration 90Q (17054.980000 sec): 3 clusters
  Score: Raw -1469784.579750 + Penalty 3095.128032 = -1466689.451717
  nChanged 175
		SP:Iteration 91Q (17055.010000 sec): 3 clusters
  Score: Raw -1469849.794273 + Penalty 3095.128032 = -1466754.666240
  nChanged 164
		SP:Iteration 92Q (17055.050000 sec): 3 clusters
  Score: Raw -1469909.315684 + Penalty 3095.128032 = -1466814.187652
  nChanged 152
		SP:Iteration 93Q (17055.080000 sec): 3 clusters
  Score: Raw -1469976.414842 + Penalty 3095.128032 = -1466881.286810
  nChanged 144
		SP:Iteration 94Q (17055.110000 sec): 3 clusters
  Score: Raw -1470036.943021 + Penalty 3095.128032 = -1466941.814988
  nChanged 131
		SP:Iteration 95Q (17055.140000 sec): 3 clusters
  Score: Raw -1470097.391061 + Penalty 3095.128032 = -1467002.263029
  nChanged 122
		SP:Iteration 96Q (17055.180000 sec): 3 clusters
  Score: Raw -1470149.617579 + Penalty 3095.128032 = -1467054.489546
  nChanged 110
		SP:Iteration 97Q (17055.210000 sec): 3 clusters
  Score: Raw -1470186.016084 + Penalty 3095.128032 = -1467090.888051
  nChanged 99
		SP:Iteration 98Q (17055.240000 sec): 3 clusters
  Score: Raw -1470219.574368 + Penalty 3095.128032 = -1467124.446336
  nChanged 81
		SP:Iteration 99Q (17055.270000 sec): 3 clusters
  Score: Raw -1470245.474154 + Penalty 3095.128032 = -1467150.346122
  nChanged 64
		SP:Iteration 100F (17055.300000 sec): 3 clusters
  Score: Raw -1470262.671429 + Penalty 3095.128032 = -1467167.543397
  nChanged 40
		SP:Iteration 101Q (17055.330000 sec): 3 clusters
  Score: Raw -1470270.132860 + Penalty 3095.128032 = -1467175.004828
  nChanged 33
		SP:Iteration 102Q (17055.360000 sec): 3 clusters
  Score: Raw -1470275.465294 + Penalty 3095.128032 = -1467180.337261
  nChanged 31
		SP:Iteration 103Q (17055.390000 sec): 3 clusters
  Score: Raw -1470281.234294 + Penalty 3095.128032 = -1467186.106262
  nChanged 24
		SP:Iteration 104Q (17055.420000 sec): 3 clusters
  Score: Raw -1470285.650342 + Penalty 3095.128032 = -1467190.522309
  nChanged 20
		SP:Iteration 105Q (17055.450000 sec): 3 clusters
  Score: Raw -1470288.434664 + Penalty 3095.128032 = -1467193.306632
  nChanged 10
		SP:Iteration 106Q (17055.480000 sec): 3 clusters
  Score: Raw -1470290.240988 + Penalty 3095.128032 = -1467195.112955
  nChanged 8
		SP:Iteration 107Q (17055.510000 sec): 3 clusters
  Score: Raw -1470292.007151 + Penalty 3095.128032 = -1467196.879118
  nChanged 8
		SP:Iteration 108Q (17055.540000 sec): 3 clusters
  Score: Raw -1470293.460143 + Penalty 3095.128032 = -1467198.332111
  nChanged 5
		SP:Iteration 109Q (17055.570000 sec): 3 clusters
  Score: Raw -1470294.263712 + Penalty 3095.128032 = -1467199.135680
  nChanged 4
		SP:Iteration 110Q (17055.600000 sec): 3 clusters
  Score: Raw -1470294.823970 + Penalty 3095.128032 = -1467199.695937
  nChanged 5
		SP:Iteration 111Q (17055.630000 sec): 3 clusters
  Score: Raw -1470295.677152 + Penalty 3095.128032 = -1467200.549119
  nChanged 2
		SP:Iteration 112Q (17055.660000 sec): 3 clusters
  Score: Raw -1470295.981670 + Penalty 3095.128032 = -1467200.853638
  nChanged 1
		SP:Iteration 113Q (17055.690000 sec): 3 clusters
  Score: Raw -1470296.127856 + Penalty 3095.128032 = -1467200.999824
  nChanged 3
		SP:Iteration 114Q (17055.720000 sec): 3 clusters
  Score: Raw -1470296.454600 + Penalty 3095.128032 = -1467201.326567
  nChanged 2
		SP:Iteration 115Q (17055.750000 sec): 3 clusters
  Score: Raw -1470296.857750 + Penalty 3095.128032 = -1467201.729717
  nChanged 2
		SP:Iteration 116Q (17055.780000 sec): 3 clusters
  Score: Raw -1470297.023425 + Penalty 3095.128032 = -1467201.895393
  nChanged 1
		SP:Iteration 117Q (17055.810000 sec): 3 clusters
  Score: Raw -1470297.092016 + Penalty 3095.128032 = -1467201.963984
  nChanged 2
		SP:Iteration 118Q (17055.840000 sec): 3 clusters
  Score: Raw -1470297.272104 + Penalty 3095.128032 = -1467202.144071
  nChanged 2
		SP:Iteration 119Q (17055.870000 sec): 3 clusters
  Score: Raw -1470297.399717 + Penalty 3095.128032 = -1467202.271685
  nChanged 0
		SP:Iteration 120F (17055.900000 sec): 3 clusters
  Score: Raw -1470297.399717 + Penalty 3095.128032 = -1467202.271685
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 16 (13615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17055.940000 sec): 2 clusters
  Score: Raw -1561743.287696 + Penalty 1546.825703 = -1560196.461992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17055.980000 sec): 3 clusters
  Score: Raw -1553903.540282 + Penalty 3093.651407 = -1550809.888876
  nChanged 5921
		SP:Iteration 1F (17056.010000 sec): 3 clusters
  Score: Raw -1556973.441869 + Penalty 3093.651407 = -1553879.790462
  nChanged 757
		SP:Iteration 2F (17056.050000 sec): 3 clusters
  Score: Raw -1557249.718356 + Penalty 3093.651407 = -1554156.066950
  nChanged 637
		SP:Iteration 3Q (17056.080000 sec): 3 clusters
  Score: Raw -1557468.707569 + Penalty 3093.651407 = -1554375.056162
  nChanged 543
		SP:Iteration 4Q (17056.120000 sec): 3 clusters
  Score: Raw -1557669.279821 + Penalty 3093.651407 = -1554575.628415
  nChanged 591
		SP:Iteration 5Q (17056.150000 sec): 3 clusters
  Score: Raw -1557927.949643 + Penalty 3093.651407 = -1554834.298236
  nChanged 655
		SP:Iteration 6Q (17056.190000 sec): 3 clusters
  Score: Raw -1558260.171560 + Penalty 3093.651407 = -1555166.520153
  nChanged 748
		SP:Iteration 7F (17056.220000 sec): 3 clusters
  Score: Raw -1558684.670258 + Penalty 3093.651407 = -1555591.018851
  nChanged 803
		SP:Iteration 8F (17056.260000 sec): 3 clusters
  Score: Raw -1559198.567240 + Penalty 3093.651407 = -1556104.915833
  nChanged 819
		SP:Iteration 9F (17056.290000 sec): 3 clusters
  Score: Raw -1559786.509796 + Penalty 3093.651407 = -1556692.858389
  nChanged 766
		SP:Iteration 10F (17056.320000 sec): 3 clusters
  Score: Raw -1560360.167244 + Penalty 3093.651407 = -1557266.515837
  nChanged 611
		SP:Iteration 11Q (17056.360000 sec): 3 clusters
  Score: Raw -1560804.367168 + Penalty 3093.651407 = -1557710.715762
  nChanged 477
		SP:Iteration 12Q (17056.400000 sec): 3 clusters
  Score: Raw -1561138.733762 + Penalty 3093.651407 = -1558045.082355
  nChanged 334
		SP:Iteration 13Q (17056.430000 sec): 3 clusters
  Score: Raw -1561389.303500 + Penalty 3093.651407 = -1558295.652093
  nChanged 232
		SP:Iteration 14Q (17056.460000 sec): 3 clusters
  Score: Raw -1561577.990433 + Penalty 3093.651407 = -1558484.339026
  nChanged 159
		SP:Iteration 15Q (17056.500000 sec): 3 clusters
  Score: Raw -1561703.708060 + Penalty 3093.651407 = -1558610.056653
  nChanged 107
		SP:Iteration 16Q (17056.530000 sec): 3 clusters
  Score: Raw -1561784.512961 + Penalty 3093.651407 = -1558690.861554
  nChanged 65
		SP:Iteration 17Q (17056.560000 sec): 3 clusters
  Score: Raw -1561828.269996 + Penalty 3093.651407 = -1558734.618589
  nChanged 45
		SP:Iteration 18Q (17056.600000 sec): 3 clusters
  Score: Raw -1561860.910312 + Penalty 3093.651407 = -1558767.258906
  nChanged 33
		SP:Iteration 19Q (17056.620000 sec): 3 clusters
  Score: Raw -1561882.441920 + Penalty 3093.651407 = -1558788.790514
  nChanged 27
		SP:Iteration 20F (17056.660000 sec): 3 clusters
  Score: Raw -1561904.828552 + Penalty 3093.651407 = -1558811.177146
  nChanged 22
		SP:Iteration 21Q (17056.690000 sec): 3 clusters
  Score: Raw -1561922.331491 + Penalty 3093.651407 = -1558828.680084
  nChanged 13
		SP:Iteration 22Q (17056.720000 sec): 3 clusters
  Score: Raw -1561932.324104 + Penalty 3093.651407 = -1558838.672698
  nChanged 11
		SP:Iteration 23Q (17056.750000 sec): 3 clusters
  Score: Raw -1561938.828364 + Penalty 3093.651407 = -1558845.176958
  nChanged 9
		SP:Iteration 24Q (17056.780000 sec): 3 clusters
  Score: Raw -1561943.774326 + Penalty 3093.651407 = -1558850.122919
  nChanged 3
		SP:Iteration 25Q (17056.800000 sec): 3 clusters
  Score: Raw -1561945.462400 + Penalty 3093.651407 = -1558851.810994
  nChanged 2
		SP:Iteration 26Q (17056.830000 sec): 3 clusters
  Score: Raw -1561946.494539 + Penalty 3093.651407 = -1558852.843132
  nChanged 1
		SP:Iteration 27Q (17056.860000 sec): 3 clusters
  Score: Raw -1561947.292731 + Penalty 3093.651407 = -1558853.641325
  nChanged 1
		SP:Iteration 28Q (17056.890000 sec): 3 clusters
  Score: Raw -1561948.298751 + Penalty 3093.651407 = -1558854.647344
  nChanged 2
		SP:Iteration 29Q (17056.920000 sec): 3 clusters
  Score: Raw -1561950.092754 + Penalty 3093.651407 = -1558856.441347
  nChanged 4
		SP:Iteration 30Q (17056.940000 sec): 3 clusters
  Score: Raw -1561953.653669 + Penalty 3093.651407 = -1558860.002263
  nChanged 5
		SP:Iteration 31Q (17056.970000 sec): 3 clusters
  Score: Raw -1561955.968349 + Penalty 3093.651407 = -1558862.316943
  nChanged 0
		SP:Iteration 32F (17057.010000 sec): 3 clusters
  Score: Raw -1561955.968349 + Penalty 3093.651407 = -1558862.316943
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 17 (1052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17057.020000 sec): 2 clusters
  Score: Raw -121052.049696 + Penalty 1130.747864 = -119921.301832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17057.020000 sec): 3 clusters
  Score: Raw -120706.435657 + Penalty 2261.495728 = -118444.939929
  nChanged 295
		SP:Iteration 1F (17057.020000 sec): 3 clusters
  Score: Raw -120955.914517 + Penalty 2261.495728 = -118694.418789
  nChanged 70
		SP:Iteration 2F (17057.030000 sec): 3 clusters
  Score: Raw -121040.111504 + Penalty 2261.495728 = -118778.615776
  nChanged 42
		SP:Iteration 3Q (17057.030000 sec): 3 clusters
  Score: Raw -121074.810354 + Penalty 2261.495728 = -118813.314626
  nChanged 21
		SP:Iteration 4Q (17057.030000 sec): 3 clusters
  Score: Raw -121096.266493 + Penalty 2261.495728 = -118834.770765
  nChanged 21
		SP:Iteration 5Q (17057.040000 sec): 3 clusters
  Score: Raw -121117.906338 + Penalty 2261.495728 = -118856.410610
  nChanged 16
		SP:Iteration 6Q (17057.040000 sec): 3 clusters
  Score: Raw -121132.607594 + Penalty 2261.495728 = -118871.111866
  nChanged 16
		SP:Iteration 7Q (17057.040000 sec): 3 clusters
  Score: Raw -121145.652451 + Penalty 2261.495728 = -118884.156723
  nChanged 10
		SP:Iteration 8Q (17057.040000 sec): 3 clusters
  Score: Raw -121152.776038 + Penalty 2261.495728 = -118891.280310
  nChanged 5
		SP:Iteration 9Q (17057.050000 sec): 3 clusters
  Score: Raw -121156.508123 + Penalty 2261.495728 = -118895.012395
  nChanged 5
		SP:Iteration 10Q (17057.050000 sec): 3 clusters
  Score: Raw -121159.290426 + Penalty 2261.495728 = -118897.794698
  nChanged 3
		SP:Iteration 11Q (17057.050000 sec): 3 clusters
  Score: Raw -121162.717776 + Penalty 2261.495728 = -118901.222048
  nChanged 4
		SP:Iteration 12Q (17057.050000 sec): 3 clusters
  Score: Raw -121167.254046 + Penalty 2261.495728 = -118905.758318
  nChanged 6
		SP:Iteration 13Q (17057.060000 sec): 3 clusters
  Score: Raw -121171.457293 + Penalty 2261.495728 = -118909.961565
  nChanged 2
		SP:Iteration 14Q (17057.060000 sec): 3 clusters
  Score: Raw -121172.490292 + Penalty 2261.495728 = -118910.994564
  nChanged 1
		SP:Iteration 15Q (17057.060000 sec): 3 clusters
  Score: Raw -121173.640942 + Penalty 2261.495728 = -118912.145214
  nChanged 1
		SP:Iteration 16Q (17057.060000 sec): 3 clusters
  Score: Raw -121173.967533 + Penalty 2261.495728 = -118912.471805
  nChanged 0
		SP:Iteration 17F (17057.070000 sec): 3 clusters
  Score: Raw -121173.967533 + Penalty 2261.495728 = -118912.471805
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 18 (20617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17057.130000 sec): 2 clusters
  Score: Raw -2365504.631716 + Penalty 1614.254079 = -2363890.377637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17057.180000 sec): 3 clusters
  Score: Raw -2352999.642521 + Penalty 3228.508159 = -2349771.134363
  nChanged 9366
		SP:Iteration 1F (17057.240000 sec): 3 clusters
  Score: Raw -2358030.485162 + Penalty 3228.508159 = -2354801.977003
  nChanged 981
		SP:Iteration 2Q (17057.290000 sec): 3 clusters
  Score: Raw -2358331.818702 + Penalty 3228.508159 = -2355103.310544
  nChanged 895
		SP:Iteration 3Q (17057.340000 sec): 3 clusters
  Score: Raw -2358615.490087 + Penalty 3228.508159 = -2355386.981929
  nChanged 888
		SP:Iteration 4Q (17057.400000 sec): 3 clusters
  Score: Raw -2358954.363418 + Penalty 3228.508159 = -2355725.855259
  nChanged 1002
		SP:Iteration 5Q (17057.460000 sec): 3 clusters
  Score: Raw -2359402.408039 + Penalty 3228.508159 = -2356173.899881
  nChanged 1102
		SP:Iteration 6F (17057.510000 sec): 3 clusters
  Score: Raw -2359966.657027 + Penalty 3228.508159 = -2356738.148868
  nChanged 1182
		SP:Iteration 7F (17057.560000 sec): 3 clusters
  Score: Raw -2360658.182880 + Penalty 3228.508159 = -2357429.674721
  nChanged 1291
		SP:Iteration 8F (17057.620000 sec): 3 clusters
  Score: Raw -2361510.190529 + Penalty 3228.508159 = -2358281.682371
  nChanged 1295
		SP:Iteration 9F (17057.670000 sec): 3 clusters
  Score: Raw -2362487.135535 + Penalty 3228.508159 = -2359258.627376
  nChanged 1236
		SP:Iteration 10F (17057.720000 sec): 3 clusters
  Score: Raw -2363484.276617 + Penalty 3228.508159 = -2360255.768459
  nChanged 990
		SP:Iteration 11Q (17057.780000 sec): 3 clusters
  Score: Raw -2364280.782686 + Penalty 3228.508159 = -2361052.274528
  nChanged 733
		SP:Iteration 12Q (17057.830000 sec): 3 clusters
  Score: Raw -2364846.418188 + Penalty 3228.508159 = -2361617.910029
  nChanged 495
		SP:Iteration 13Q (17057.880000 sec): 3 clusters
  Score: Raw -2365229.061090 + Penalty 3228.508159 = -2362000.552932
  nChanged 317
		SP:Iteration 14Q (17057.930000 sec): 3 clusters
  Score: Raw -2365463.997585 + Penalty 3228.508159 = -2362235.489426
  nChanged 198
		SP:Iteration 15Q (17057.970000 sec): 3 clusters
  Score: Raw -2365610.545237 + Penalty 3228.508159 = -2362382.037078
  nChanged 121
		SP:Iteration 16Q (17058.020000 sec): 3 clusters
  Score: Raw -2365693.040114 + Penalty 3228.508159 = -2362464.531955
  nChanged 69
		SP:Iteration 17Q (17058.060000 sec): 3 clusters
  Score: Raw -2365749.730930 + Penalty 3228.508159 = -2362521.222771
  nChanged 47
		SP:Iteration 18Q (17058.100000 sec): 3 clusters
  Score: Raw -2365786.564096 + Penalty 3228.508159 = -2362558.055937
  nChanged 32
		SP:Iteration 19Q (17058.140000 sec): 3 clusters
  Score: Raw -2365812.246203 + Penalty 3228.508159 = -2362583.738045
  nChanged 23
		SP:Iteration 20F (17058.200000 sec): 3 clusters
  Score: Raw -2365830.315208 + Penalty 3228.508159 = -2362601.807049
  nChanged 19
		SP:Iteration 21Q (17058.240000 sec): 3 clusters
  Score: Raw -2365841.855636 + Penalty 3228.508159 = -2362613.347478
  nChanged 16
		SP:Iteration 22Q (17058.280000 sec): 3 clusters
  Score: Raw -2365850.428449 + Penalty 3228.508159 = -2362621.920291
  nChanged 8
		SP:Iteration 23Q (17058.320000 sec): 3 clusters
  Score: Raw -2365857.194130 + Penalty 3228.508159 = -2362628.685972
  nChanged 7
		SP:Iteration 24Q (17058.360000 sec): 3 clusters
  Score: Raw -2365863.358037 + Penalty 3228.508159 = -2362634.849878
  nChanged 5
		SP:Iteration 25Q (17058.410000 sec): 3 clusters
  Score: Raw -2365868.620487 + Penalty 3228.508159 = -2362640.112329
  nChanged 7
		SP:Iteration 26Q (17058.450000 sec): 3 clusters
  Score: Raw -2365873.512396 + Penalty 3228.508159 = -2362645.004238
  nChanged 3
		SP:Iteration 27Q (17058.490000 sec): 3 clusters
  Score: Raw -2365875.974565 + Penalty 3228.508159 = -2362647.466407
  nChanged 3
		SP:Iteration 28Q (17058.530000 sec): 3 clusters
  Score: Raw -2365878.263850 + Penalty 3228.508159 = -2362649.755691
  nChanged 1
		SP:Iteration 29Q (17058.560000 sec): 3 clusters
  Score: Raw -2365878.915599 + Penalty 3228.508159 = -2362650.407440
  nChanged 1
		SP:Iteration 30Q (17058.600000 sec): 3 clusters
  Score: Raw -2365880.177683 + Penalty 3228.508159 = -2362651.669524
  nChanged 2
		SP:Iteration 31Q (17058.640000 sec): 3 clusters
  Score: Raw -2365881.981986 + Penalty 3228.508159 = -2362653.473828
  nChanged 3
		SP:Iteration 32Q (17058.680000 sec): 3 clusters
  Score: Raw -2365882.788633 + Penalty 3228.508159 = -2362654.280475
  nChanged 1
		SP:Iteration 33Q (17058.720000 sec): 3 clusters
  Score: Raw -2365882.960776 + Penalty 3228.508159 = -2362654.452618
  nChanged 1
		SP:Iteration 34Q (17058.760000 sec): 3 clusters
  Score: Raw -2365883.746420 + Penalty 3228.508159 = -2362655.238261
  nChanged 1
		SP:Iteration 35Q (17058.800000 sec): 3 clusters
  Score: Raw -2365884.101522 + Penalty 3228.508159 = -2362655.593363
  nChanged 0
		SP:Iteration 36F (17058.850000 sec): 3 clusters
  Score: Raw -2365884.101522 + Penalty 3228.508159 = -2362655.593363
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 19 (349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17058.860000 sec): 2 clusters
  Score: Raw -37565.860073 + Penalty 951.449187 = -36614.410886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17058.860000 sec): 3 clusters
  Score: Raw -37591.165023 + Penalty 1902.898375 = -35688.266648
  nChanged 71
		SP:Iteration 1F (17058.870000 sec): 3 clusters
  Score: Raw -37735.045717 + Penalty 1902.898375 = -35832.147343
  nChanged 22
		SP:Iteration 2F (17058.870000 sec): 3 clusters
  Score: Raw -37789.707309 + Penalty 1902.898375 = -35886.808935
  nChanged 9
		SP:Iteration 3Q (17058.870000 sec): 3 clusters
  Score: Raw -37839.427086 + Penalty 1902.898375 = -35936.528711
  nChanged 13
		SP:Iteration 4Q (17058.870000 sec): 3 clusters
  Score: Raw -37869.622802 + Penalty 1902.898375 = -35966.724427
  nChanged 4
		SP:Iteration 5Q (17058.870000 sec): 3 clusters
  Score: Raw -37883.322197 + Penalty 1902.898375 = -35980.423823
  nChanged 2
		SP:Iteration 6Q (17058.870000 sec): 3 clusters
  Score: Raw -37890.632264 + Penalty 1902.898375 = -35987.733889
  nChanged 5
		SP:Iteration 7Q (17058.870000 sec): 3 clusters
  Score: Raw -37904.088086 + Penalty 1902.898375 = -36001.189711
  nChanged 2
		SP:Iteration 8Q (17058.870000 sec): 3 clusters
  Score: Raw -37907.405087 + Penalty 1902.898375 = -36004.506712
  nChanged 1
		SP:Iteration 9Q (17058.870000 sec): 3 clusters
  Score: Raw -37909.616388 + Penalty 1902.898375 = -36006.718013
  nChanged 1
		SP:Iteration 10Q (17058.870000 sec): 3 clusters
  Score: Raw -37911.079295 + Penalty 1902.898375 = -36008.180920
  nChanged 0
		SP:Iteration 11F (17058.880000 sec): 3 clusters
  Score: Raw -37911.079295 + Penalty 1902.898375 = -36008.180920
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 20 (7247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17058.900000 sec): 2 clusters
  Score: Raw -848825.090674 + Penalty 1444.355716 = -847380.734958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17058.920000 sec): 3 clusters
  Score: Raw -844866.700256 + Penalty 2888.711432 = -841977.988824
  nChanged 3022
		SP:Iteration 1F (17058.940000 sec): 3 clusters
  Score: Raw -846441.337494 + Penalty 2888.711432 = -843552.626061
  nChanged 472
		SP:Iteration 2F (17058.950000 sec): 3 clusters
  Score: Raw -846647.138053 + Penalty 2888.711432 = -843758.426621
  nChanged 379
		SP:Iteration 3F (17058.970000 sec): 3 clusters
  Score: Raw -846809.029315 + Penalty 2888.711432 = -843920.317883
  nChanged 309
		SP:Iteration 4Q (17058.990000 sec): 3 clusters
  Score: Raw -846942.534913 + Penalty 2888.711432 = -844053.823481
  nChanged 275
		SP:Iteration 5Q (17059.010000 sec): 3 clusters
  Score: Raw -847072.011074 + Penalty 2888.711432 = -844183.299642
  nChanged 280
		SP:Iteration 6Q (17059.030000 sec): 3 clusters
  Score: Raw -847206.266788 + Penalty 2888.711432 = -844317.555356
  nChanged 256
		SP:Iteration 7Q (17059.040000 sec): 3 clusters
  Score: Raw -847329.095038 + Penalty 2888.711432 = -844440.383606
  nChanged 276
		SP:Iteration 8Q (17059.060000 sec): 3 clusters
  Score: Raw -847470.507478 + Penalty 2888.711432 = -844581.796046
  nChanged 260
		SP:Iteration 9Q (17059.080000 sec): 3 clusters
  Score: Raw -847613.883290 + Penalty 2888.711432 = -844725.171858
  nChanged 275
		SP:Iteration 10Q (17059.100000 sec): 3 clusters
  Score: Raw -847795.938480 + Penalty 2888.711432 = -844907.227047
  nChanged 311
		SP:Iteration 11Q (17059.120000 sec): 3 clusters
  Score: Raw -848035.513137 + Penalty 2888.711432 = -845146.801704
  nChanged 269
		SP:Iteration 12Q (17059.130000 sec): 3 clusters
  Score: Raw -848233.351121 + Penalty 2888.711432 = -845344.639689
  nChanged 242
		SP:Iteration 13Q (17059.150000 sec): 3 clusters
  Score: Raw -848422.577773 + Penalty 2888.711432 = -845533.866341
  nChanged 191
		SP:Iteration 14Q (17059.170000 sec): 3 clusters
  Score: Raw -848574.959895 + Penalty 2888.711432 = -845686.248463
  nChanged 149
		SP:Iteration 15Q (17059.180000 sec): 3 clusters
  Score: Raw -848693.827676 + Penalty 2888.711432 = -845805.116243
  nChanged 100
		SP:Iteration 16Q (17059.200000 sec): 3 clusters
  Score: Raw -848776.143925 + Penalty 2888.711432 = -845887.432492
  nChanged 77
		SP:Iteration 17Q (17059.220000 sec): 3 clusters
  Score: Raw -848836.194128 + Penalty 2888.711432 = -845947.482695
  nChanged 61
		SP:Iteration 18Q (17059.230000 sec): 3 clusters
  Score: Raw -848899.591457 + Penalty 2888.711432 = -846010.880024
  nChanged 40
		SP:Iteration 19Q (17059.240000 sec): 3 clusters
  Score: Raw -848940.690751 + Penalty 2888.711432 = -846051.979318
  nChanged 30
		SP:Iteration 20F (17059.260000 sec): 3 clusters
  Score: Raw -848968.949760 + Penalty 2888.711432 = -846080.238328
  nChanged 20
		SP:Iteration 21Q (17059.280000 sec): 3 clusters
  Score: Raw -848992.320205 + Penalty 2888.711432 = -846103.608772
  nChanged 12
		SP:Iteration 22Q (17059.290000 sec): 3 clusters
  Score: Raw -849008.094102 + Penalty 2888.711432 = -846119.382669
  nChanged 11
		SP:Iteration 23Q (17059.300000 sec): 3 clusters
  Score: Raw -849021.211464 + Penalty 2888.711432 = -846132.500032
  nChanged 7
		SP:Iteration 24Q (17059.320000 sec): 3 clusters
  Score: Raw -849027.783859 + Penalty 2888.711432 = -846139.072427
  nChanged 4
		SP:Iteration 25Q (17059.330000 sec): 3 clusters
  Score: Raw -849031.495454 + Penalty 2888.711432 = -846142.784022
  nChanged 2
		SP:Iteration 26Q (17059.350000 sec): 3 clusters
  Score: Raw -849033.174958 + Penalty 2888.711432 = -846144.463525
  nChanged 0
		SP:Iteration 27F (17059.360000 sec): 3 clusters
  Score: Raw -849033.174958 + Penalty 2888.711432 = -846144.463525
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 21 (4266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17059.380000 sec): 2 clusters
  Score: Raw -439665.990279 + Penalty 1358.245184 = -438307.745095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17059.390000 sec): 3 clusters
  Score: Raw -437479.026096 + Penalty 2716.490367 = -434762.535729
  nChanged 1739
		SP:Iteration 1F (17059.400000 sec): 3 clusters
  Score: Raw -438846.651556 + Penalty 2716.490367 = -436130.161189
  nChanged 513
		SP:Iteration 2F (17059.410000 sec): 3 clusters
  Score: Raw -439477.712243 + Penalty 2716.490367 = -436761.221875
  nChanged 395
		SP:Iteration 3F (17059.420000 sec): 3 clusters
  Score: Raw -439882.682365 + Penalty 2716.490367 = -437166.191998
  nChanged 288
		SP:Iteration 4F (17059.430000 sec): 3 clusters
  Score: Raw -440157.845055 + Penalty 2716.490367 = -437441.354688
  nChanged 212
		SP:Iteration 5Q (17059.440000 sec): 3 clusters
  Score: Raw -440343.062601 + Penalty 2716.490367 = -437626.572234
  nChanged 157
		SP:Iteration 6Q (17059.460000 sec): 3 clusters
  Score: Raw -440467.644347 + Penalty 2716.490367 = -437751.153980
  nChanged 115
		SP:Iteration 7Q (17059.460000 sec): 3 clusters
  Score: Raw -440545.000010 + Penalty 2716.490367 = -437828.509643
  nChanged 70
		SP:Iteration 8Q (17059.480000 sec): 3 clusters
  Score: Raw -440582.795458 + Penalty 2716.490367 = -437866.305091
  nChanged 56
		SP:Iteration 9Q (17059.480000 sec): 3 clusters
  Score: Raw -440612.228787 + Penalty 2716.490367 = -437895.738420
  nChanged 50
		SP:Iteration 10Q (17059.500000 sec): 3 clusters
  Score: Raw -440630.956578 + Penalty 2716.490367 = -437914.466211
  nChanged 25
		SP:Iteration 11Q (17059.500000 sec): 3 clusters
  Score: Raw -440643.706703 + Penalty 2716.490367 = -437927.216336
  nChanged 25
		SP:Iteration 12Q (17059.510000 sec): 3 clusters
  Score: Raw -440652.197162 + Penalty 2716.490367 = -437935.706794
  nChanged 15
		SP:Iteration 13Q (17059.520000 sec): 3 clusters
  Score: Raw -440655.857530 + Penalty 2716.490367 = -437939.367163
  nChanged 11
		SP:Iteration 14Q (17059.530000 sec): 3 clusters
  Score: Raw -440658.336608 + Penalty 2716.490367 = -437941.846241
  nChanged 7
		SP:Iteration 15Q (17059.540000 sec): 3 clusters
  Score: Raw -440660.035822 + Penalty 2716.490367 = -437943.545455
  nChanged 5
		SP:Iteration 16Q (17059.550000 sec): 3 clusters
  Score: Raw -440662.351340 + Penalty 2716.490367 = -437945.860973
  nChanged 11
		SP:Iteration 17Q (17059.560000 sec): 3 clusters
  Score: Raw -440667.012498 + Penalty 2716.490367 = -437950.522130
  nChanged 7
		SP:Iteration 18Q (17059.570000 sec): 3 clusters
  Score: Raw -440669.761223 + Penalty 2716.490367 = -437953.270856
  nChanged 6
		SP:Iteration 19Q (17059.580000 sec): 3 clusters
  Score: Raw -440671.465022 + Penalty 2716.490367 = -437954.974654
  nChanged 7
		SP:Iteration 20F (17059.590000 sec): 3 clusters
  Score: Raw -440673.535920 + Penalty 2716.490367 = -437957.045553
  nChanged 5
		SP:Iteration 21Q (17059.600000 sec): 3 clusters
  Score: Raw -440674.166620 + Penalty 2716.490367 = -437957.676253
  nChanged 2
		SP:Iteration 22Q (17059.610000 sec): 3 clusters
  Score: Raw -440674.752078 + Penalty 2716.490367 = -437958.261711
  nChanged 2
		SP:Iteration 23Q (17059.620000 sec): 3 clusters
  Score: Raw -440675.085131 + Penalty 2716.490367 = -437958.594764
  nChanged 2
		SP:Iteration 24Q (17059.630000 sec): 3 clusters
  Score: Raw -440676.148000 + Penalty 2716.490367 = -437959.657633
  nChanged 2
		SP:Iteration 25Q (17059.640000 sec): 3 clusters
  Score: Raw -440676.775985 + Penalty 2716.490367 = -437960.285618
  nChanged 1
		SP:Iteration 26Q (17059.650000 sec): 3 clusters
  Score: Raw -440676.879329 + Penalty 2716.490367 = -437960.388962
  nChanged 1
		SP:Iteration 27Q (17059.660000 sec): 3 clusters
  Score: Raw -440677.158113 + Penalty 2716.490367 = -437960.667746
  nChanged 1
		SP:Iteration 28Q (17059.670000 sec): 3 clusters
  Score: Raw -440677.412584 + Penalty 2716.490367 = -437960.922217
  nChanged 0
		SP:Iteration 29F (17059.680000 sec): 3 clusters
  Score: Raw -440677.412584 + Penalty 2716.490367 = -437960.922217
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 22 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17059.690000 sec): 2 clusters
  Score: Raw -192461.255539 + Penalty 1211.297925 = -191249.957614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17059.700000 sec): 3 clusters
  Score: Raw -191806.479488 + Penalty 2422.595850 = -189383.883637
  nChanged 596
		SP:Iteration 1F (17059.700000 sec): 3 clusters
  Score: Raw -192249.048309 + Penalty 2422.595850 = -189826.452459
  nChanged 135
		SP:Iteration 2F (17059.710000 sec): 3 clusters
  Score: Raw -192354.511715 + Penalty 2422.595850 = -189931.915864
  nChanged 111
		SP:Iteration 3F (17059.710000 sec): 3 clusters
  Score: Raw -192457.250055 + Penalty 2422.595850 = -190034.654205
  nChanged 90
		SP:Iteration 4F (17059.720000 sec): 3 clusters
  Score: Raw -192535.891227 + Penalty 2422.595850 = -190113.295377
  nChanged 74
		SP:Iteration 5Q (17059.720000 sec): 3 clusters
  Score: Raw -192624.107116 + Penalty 2422.595850 = -190201.511266
  nChanged 76
		SP:Iteration 6Q (17059.720000 sec): 3 clusters
  Score: Raw -192718.911036 + Penalty 2422.595850 = -190296.315186
  nChanged 64
		SP:Iteration 7Q (17059.730000 sec): 3 clusters
  Score: Raw -192793.725502 + Penalty 2422.595850 = -190371.129652
  nChanged 63
		SP:Iteration 8Q (17059.730000 sec): 3 clusters
  Score: Raw -192875.978301 + Penalty 2422.595850 = -190453.382450
  nChanged 53
		SP:Iteration 9Q (17059.740000 sec): 3 clusters
  Score: Raw -192940.971508 + Penalty 2422.595850 = -190518.375658
  nChanged 44
		SP:Iteration 10Q (17059.740000 sec): 3 clusters
  Score: Raw -192991.802495 + Penalty 2422.595850 = -190569.206645
  nChanged 46
		SP:Iteration 11Q (17059.740000 sec): 3 clusters
  Score: Raw -193039.547735 + Penalty 2422.595850 = -190616.951885
  nChanged 21
		SP:Iteration 12Q (17059.750000 sec): 3 clusters
  Score: Raw -193052.680207 + Penalty 2422.595850 = -190630.084357
  nChanged 10
		SP:Iteration 13Q (17059.750000 sec): 3 clusters
  Score: Raw -193066.690026 + Penalty 2422.595850 = -190644.094175
  nChanged 11
		SP:Iteration 14Q (17059.760000 sec): 3 clusters
  Score: Raw -193074.733251 + Penalty 2422.595850 = -190652.137401
  nChanged 2
		SP:Iteration 15Q (17059.760000 sec): 3 clusters
  Score: Raw -193075.999989 + Penalty 2422.595850 = -190653.404139
  nChanged 2
		SP:Iteration 16Q (17059.760000 sec): 3 clusters
  Score: Raw -193078.035047 + Penalty 2422.595850 = -190655.439196
  nChanged 1
		SP:Iteration 17Q (17059.770000 sec): 3 clusters
  Score: Raw -193078.661092 + Penalty 2422.595850 = -190656.065241
  nChanged 0
		SP:Iteration 18F (17059.780000 sec): 3 clusters
  Score: Raw -193078.661092 + Penalty 2422.595850 = -190656.065241
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 23 (4502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17059.790000 sec): 2 clusters
  Score: Raw -498394.609254 + Penalty 1366.995016 = -497027.614238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17059.800000 sec): 3 clusters
  Score: Raw -496085.716131 + Penalty 2733.990032 = -493351.726099
  nChanged 1849
		SP:Iteration 1F (17059.810000 sec): 3 clusters
  Score: Raw -497182.473700 + Penalty 2733.990032 = -494448.483668
  nChanged 384
		SP:Iteration 2F (17059.820000 sec): 3 clusters
  Score: Raw -497507.190230 + Penalty 2733.990032 = -494773.200198
  nChanged 379
		SP:Iteration 3F (17059.840000 sec): 3 clusters
  Score: Raw -497829.163481 + Penalty 2733.990032 = -495095.173449
  nChanged 345
		SP:Iteration 4F (17059.850000 sec): 3 clusters
  Score: Raw -498125.838846 + Penalty 2733.990032 = -495391.848814
  nChanged 267
		SP:Iteration 5F (17059.860000 sec): 3 clusters
  Score: Raw -498337.326950 + Penalty 2733.990032 = -495603.336918
  nChanged 209
		SP:Iteration 6Q (17059.870000 sec): 3 clusters
  Score: Raw -498506.529130 + Penalty 2733.990032 = -495772.539098
  nChanged 182
		SP:Iteration 7Q (17059.880000 sec): 3 clusters
  Score: Raw -498634.837676 + Penalty 2733.990032 = -495900.847644
  nChanged 128
		SP:Iteration 8Q (17059.890000 sec): 3 clusters
  Score: Raw -498701.193510 + Penalty 2733.990032 = -495967.203478
  nChanged 78
		SP:Iteration 9Q (17059.900000 sec): 3 clusters
  Score: Raw -498740.781877 + Penalty 2733.990032 = -496006.791845
  nChanged 54
		SP:Iteration 10Q (17059.910000 sec): 3 clusters
  Score: Raw -498766.711204 + Penalty 2733.990032 = -496032.721172
  nChanged 51
		SP:Iteration 11Q (17059.920000 sec): 3 clusters
  Score: Raw -498790.206831 + Penalty 2733.990032 = -496056.216799
  nChanged 30
		SP:Iteration 12Q (17059.940000 sec): 3 clusters
  Score: Raw -498803.670874 + Penalty 2733.990032 = -496069.680842
  nChanged 31
		SP:Iteration 13Q (17059.950000 sec): 3 clusters
  Score: Raw -498818.391708 + Penalty 2733.990032 = -496084.401676
  nChanged 25
		SP:Iteration 14Q (17059.960000 sec): 3 clusters
  Score: Raw -498827.898777 + Penalty 2733.990032 = -496093.908745
  nChanged 13
		SP:Iteration 15Q (17059.970000 sec): 3 clusters
  Score: Raw -498834.395265 + Penalty 2733.990032 = -496100.405233
  nChanged 14
		SP:Iteration 16Q (17059.980000 sec): 3 clusters
  Score: Raw -498840.678502 + Penalty 2733.990032 = -496106.688470
  nChanged 14
		SP:Iteration 17Q (17059.990000 sec): 3 clusters
  Score: Raw -498844.921869 + Penalty 2733.990032 = -496110.931837
  nChanged 2
		SP:Iteration 18Q (17060.000000 sec): 3 clusters
  Score: Raw -498845.429109 + Penalty 2733.990032 = -496111.439077
  nChanged 3
		SP:Iteration 19Q (17060.010000 sec): 3 clusters
  Score: Raw -498846.821883 + Penalty 2733.990032 = -496112.831851
  nChanged 2
		SP:Iteration 20F (17060.020000 sec): 3 clusters
  Score: Raw -498847.801252 + Penalty 2733.990032 = -496113.811220
  nChanged 2
		SP:Iteration 21Q (17060.040000 sec): 3 clusters
  Score: Raw -498848.084243 + Penalty 2733.990032 = -496114.094211
  nChanged 2
		SP:Iteration 22Q (17060.050000 sec): 3 clusters
  Score: Raw -498848.491614 + Penalty 2733.990032 = -496114.501582
  nChanged 0
		SP:Iteration 23F (17060.060000 sec): 3 clusters
  Score: Raw -498848.491614 + Penalty 2733.990032 = -496114.501582
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 24 (17967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17060.120000 sec): 2 clusters
  Score: Raw -2147489.358772 + Penalty 1591.897453 = -2145897.461319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17060.160000 sec): 3 clusters
  Score: Raw -2136671.738230 + Penalty 3183.794907 = -2133487.943323
  nChanged 8137
		SP:Iteration 1F (17060.210000 sec): 3 clusters
  Score: Raw -2140988.507006 + Penalty 3183.794907 = -2137804.712099
  nChanged 902
		SP:Iteration 2F (17060.260000 sec): 3 clusters
  Score: Raw -2141318.458333 + Penalty 3183.794907 = -2138134.663426
  nChanged 901
		SP:Iteration 3F (17060.300000 sec): 3 clusters
  Score: Raw -2141679.609437 + Penalty 3183.794907 = -2138495.814530
  nChanged 922
		SP:Iteration 4F (17060.350000 sec): 3 clusters
  Score: Raw -2142104.938736 + Penalty 3183.794907 = -2138921.143829
  nChanged 1005
		SP:Iteration 5F (17060.400000 sec): 3 clusters
  Score: Raw -2142638.567589 + Penalty 3183.794907 = -2139454.772682
  nChanged 1094
		SP:Iteration 6F (17060.440000 sec): 3 clusters
  Score: Raw -2143353.133013 + Penalty 3183.794907 = -2140169.338106
  nChanged 1225
		SP:Iteration 7F (17060.490000 sec): 3 clusters
  Score: Raw -2144277.536285 + Penalty 3183.794907 = -2141093.741378
  nChanged 1109
		SP:Iteration 8F (17060.540000 sec): 3 clusters
  Score: Raw -2145157.755592 + Penalty 3183.794907 = -2141973.960685
  nChanged 988
		SP:Iteration 9F (17060.580000 sec): 3 clusters
  Score: Raw -2146017.204725 + Penalty 3183.794907 = -2142833.409818
  nChanged 767
		SP:Iteration 10Q (17060.630000 sec): 3 clusters
  Score: Raw -2146705.309527 + Penalty 3183.794907 = -2143521.514620
  nChanged 505
		SP:Iteration 11Q (17060.670000 sec): 3 clusters
  Score: Raw -2147172.233679 + Penalty 3183.794907 = -2143988.438772
  nChanged 255
		SP:Iteration 12Q (17060.720000 sec): 3 clusters
  Score: Raw -2147395.573784 + Penalty 3183.794907 = -2144211.778877
  nChanged 120
		SP:Iteration 13Q (17060.760000 sec): 3 clusters
  Score: Raw -2147513.506492 + Penalty 3183.794907 = -2144329.711585
  nChanged 62
		SP:Iteration 14Q (17060.790000 sec): 3 clusters
  Score: Raw -2147582.596544 + Penalty 3183.794907 = -2144398.801637
  nChanged 32
		SP:Iteration 15Q (17060.830000 sec): 3 clusters
  Score: Raw -2147618.722761 + Penalty 3183.794907 = -2144434.927855
  nChanged 20
		SP:Iteration 16Q (17060.860000 sec): 3 clusters
  Score: Raw -2147646.514631 + Penalty 3183.794907 = -2144462.719725
  nChanged 12
		SP:Iteration 17Q (17060.900000 sec): 3 clusters
  Score: Raw -2147661.059370 + Penalty 3183.794907 = -2144477.264463
  nChanged 9
		SP:Iteration 18Q (17060.930000 sec): 3 clusters
  Score: Raw -2147672.803627 + Penalty 3183.794907 = -2144489.008720
  nChanged 7
		SP:Iteration 19Q (17060.960000 sec): 3 clusters
  Score: Raw -2147681.218739 + Penalty 3183.794907 = -2144497.423832
  nChanged 5
		SP:Iteration 20F (17061.010000 sec): 3 clusters
  Score: Raw -2147687.095059 + Penalty 3183.794907 = -2144503.300153
  nChanged 2
		SP:Iteration 21Q (17061.040000 sec): 3 clusters
  Score: Raw -2147688.843200 + Penalty 3183.794907 = -2144505.048293
  nChanged 1
		SP:Iteration 22Q (17061.080000 sec): 3 clusters
  Score: Raw -2147689.336812 + Penalty 3183.794907 = -2144505.541905
  nChanged 0
		SP:Iteration 23F (17061.120000 sec): 3 clusters
  Score: Raw -2147689.336812 + Penalty 3183.794907 = -2144505.541905
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 25 (20031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17061.180000 sec): 2 clusters
  Score: Raw -2382006.066245 + Penalty 1609.568407 = -2380396.497838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17061.230000 sec): 3 clusters
  Score: Raw -2369986.192104 + Penalty 3219.136815 = -2366767.055289
  nChanged 9099
		SP:Iteration 1F (17061.280000 sec): 3 clusters
  Score: Raw -2375033.819243 + Penalty 3219.136815 = -2371814.682428
  nChanged 1009
		SP:Iteration 2F (17061.340000 sec): 3 clusters
  Score: Raw -2375399.120351 + Penalty 3219.136815 = -2372179.983537
  nChanged 901
		SP:Iteration 3Q (17061.390000 sec): 3 clusters
  Score: Raw -2375732.830514 + Penalty 3219.136815 = -2372513.693699
  nChanged 932
		SP:Iteration 4Q (17061.440000 sec): 3 clusters
  Score: Raw -2376101.987497 + Penalty 3219.136815 = -2372882.850682
  nChanged 886
		SP:Iteration 5Q (17061.500000 sec): 3 clusters
  Score: Raw -2376517.352586 + Penalty 3219.136815 = -2373298.215771
  nChanged 985
		SP:Iteration 6Q (17061.550000 sec): 3 clusters
  Score: Raw -2377080.383139 + Penalty 3219.136815 = -2373861.246324
  nChanged 1114
		SP:Iteration 7F (17061.600000 sec): 3 clusters
  Score: Raw -2377845.243352 + Penalty 3219.136815 = -2374626.106538
  nChanged 1246
		SP:Iteration 8F (17061.650000 sec): 3 clusters
  Score: Raw -2378804.361275 + Penalty 3219.136815 = -2375585.224460
  nChanged 1138
		SP:Iteration 9F (17061.700000 sec): 3 clusters
  Score: Raw -2379773.693702 + Penalty 3219.136815 = -2376554.556888
  nChanged 976
		SP:Iteration 10Q (17061.760000 sec): 3 clusters
  Score: Raw -2380627.464948 + Penalty 3219.136815 = -2377408.328133
  nChanged 716
		SP:Iteration 11Q (17061.800000 sec): 3 clusters
  Score: Raw -2381229.060724 + Penalty 3219.136815 = -2378009.923910
  nChanged 473
		SP:Iteration 12Q (17061.850000 sec): 3 clusters
  Score: Raw -2381614.053553 + Penalty 3219.136815 = -2378394.916739
  nChanged 282
		SP:Iteration 13Q (17061.890000 sec): 3 clusters
  Score: Raw -2381824.862579 + Penalty 3219.136815 = -2378605.725765
  nChanged 163
		SP:Iteration 14Q (17061.930000 sec): 3 clusters
  Score: Raw -2381936.563800 + Penalty 3219.136815 = -2378717.426985
  nChanged 96
		SP:Iteration 15Q (17061.970000 sec): 3 clusters
  Score: Raw -2382011.712064 + Penalty 3219.136815 = -2378792.575249
  nChanged 69
		SP:Iteration 16Q (17062.010000 sec): 3 clusters
  Score: Raw -2382071.579887 + Penalty 3219.136815 = -2378852.443072
  nChanged 52
		SP:Iteration 17Q (17062.050000 sec): 3 clusters
  Score: Raw -2382112.213921 + Penalty 3219.136815 = -2378893.077106
  nChanged 39
		SP:Iteration 18Q (17062.080000 sec): 3 clusters
  Score: Raw -2382147.427627 + Penalty 3219.136815 = -2378928.290812
  nChanged 29
		SP:Iteration 19Q (17062.120000 sec): 3 clusters
  Score: Raw -2382164.954071 + Penalty 3219.136815 = -2378945.817257
  nChanged 20
		SP:Iteration 20F (17062.170000 sec): 3 clusters
  Score: Raw -2382176.876920 + Penalty 3219.136815 = -2378957.740105
  nChanged 9
		SP:Iteration 21Q (17062.210000 sec): 3 clusters
  Score: Raw -2382184.885245 + Penalty 3219.136815 = -2378965.748431
  nChanged 7
		SP:Iteration 22Q (17062.250000 sec): 3 clusters
  Score: Raw -2382192.332445 + Penalty 3219.136815 = -2378973.195630
  nChanged 8
		SP:Iteration 23Q (17062.280000 sec): 3 clusters
  Score: Raw -2382200.813526 + Penalty 3219.136815 = -2378981.676712
  nChanged 5
		SP:Iteration 24Q (17062.320000 sec): 3 clusters
  Score: Raw -2382205.876849 + Penalty 3219.136815 = -2378986.740035
  nChanged 6
		SP:Iteration 25Q (17062.360000 sec): 3 clusters
  Score: Raw -2382214.173649 + Penalty 3219.136815 = -2378995.036835
  nChanged 5
		SP:Iteration 26Q (17062.390000 sec): 3 clusters
  Score: Raw -2382222.590332 + Penalty 3219.136815 = -2379003.453518
  nChanged 3
		SP:Iteration 27Q (17062.430000 sec): 3 clusters
  Score: Raw -2382226.331873 + Penalty 3219.136815 = -2379007.195059
  nChanged 4
		SP:Iteration 28Q (17062.470000 sec): 3 clusters
  Score: Raw -2382228.720249 + Penalty 3219.136815 = -2379009.583435
  nChanged 2
		SP:Iteration 29Q (17062.500000 sec): 3 clusters
  Score: Raw -2382229.791316 + Penalty 3219.136815 = -2379010.654501
  nChanged 2
		SP:Iteration 30Q (17062.540000 sec): 3 clusters
  Score: Raw -2382231.000254 + Penalty 3219.136815 = -2379011.863439
  nChanged 0
		SP:Iteration 31F (17062.590000 sec): 3 clusters
  Score: Raw -2382231.000254 + Penalty 3219.136815 = -2379011.863439
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 26 (68603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17062.790000 sec): 2 clusters
  Score: Raw -8032598.782519 + Penalty 1809.614876 = -8030789.167643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17062.980000 sec): 3 clusters
  Score: Raw -7988476.547283 + Penalty 3619.229752 = -7984857.317531
  nChanged 32621
		SP:Iteration 1F (17063.160000 sec): 3 clusters
  Score: Raw -8007970.268468 + Penalty 3619.229752 = -8004351.038716
  nChanged 3452
		SP:Iteration 2F (17063.340000 sec): 3 clusters
  Score: Raw -8009810.025622 + Penalty 3619.229752 = -8006190.795870
  nChanged 4016
		SP:Iteration 3F (17063.520000 sec): 3 clusters
  Score: Raw -8012477.941779 + Penalty 3619.229752 = -8008858.712027
  nChanged 4660
		SP:Iteration 4F (17063.700000 sec): 3 clusters
  Score: Raw -8016135.104374 + Penalty 3619.229752 = -8012515.874622
  nChanged 4935
		SP:Iteration 5F (17063.890000 sec): 3 clusters
  Score: Raw -8020610.280210 + Penalty 3619.229752 = -8016991.050458
  nChanged 4558
		SP:Iteration 6F (17064.070000 sec): 3 clusters
  Score: Raw -8025144.577521 + Penalty 3619.229752 = -8021525.347769
  nChanged 3678
		SP:Iteration 7F (17064.250000 sec): 3 clusters
  Score: Raw -8028792.689590 + Penalty 3619.229752 = -8025173.459838
  nChanged 2555
		SP:Iteration 8Q (17064.420000 sec): 3 clusters
  Score: Raw -8031269.517189 + Penalty 3619.229752 = -8027650.287437
  nChanged 1695
		SP:Iteration 9Q (17064.570000 sec): 3 clusters
  Score: Raw -8032718.285424 + Penalty 3619.229752 = -8029099.055672
  nChanged 1111
		SP:Iteration 10Q (17064.720000 sec): 3 clusters
  Score: Raw -8033381.660442 + Penalty 3619.229752 = -8029762.430690
  nChanged 744
		SP:Iteration 11Q (17064.870000 sec): 3 clusters
  Score: Raw -8033694.221242 + Penalty 3619.229752 = -8030074.991490
  nChanged 480
		SP:Iteration 12Q (17065.010000 sec): 3 clusters
  Score: Raw -8033843.647809 + Penalty 3619.229752 = -8030224.418057
  nChanged 311
		SP:Iteration 13Q (17065.160000 sec): 3 clusters
  Score: Raw -8033914.966736 + Penalty 3619.229752 = -8030295.736984
  nChanged 225
		SP:Iteration 14Q (17065.300000 sec): 3 clusters
  Score: Raw -8033953.232861 + Penalty 3619.229752 = -8030334.003109
  nChanged 160
		SP:Iteration 15Q (17065.440000 sec): 3 clusters
  Score: Raw -8033976.656254 + Penalty 3619.229752 = -8030357.426502
  nChanged 138
		SP:Iteration 16Q (17065.580000 sec): 3 clusters
  Score: Raw -8033994.701992 + Penalty 3619.229752 = -8030375.472240
  nChanged 97
		SP:Iteration 17Q (17065.720000 sec): 3 clusters
  Score: Raw -8034006.723287 + Penalty 3619.229752 = -8030387.493535
  nChanged 68
		SP:Iteration 18Q (17065.860000 sec): 3 clusters
  Score: Raw -8034014.542050 + Penalty 3619.229752 = -8030395.312298
  nChanged 60
		SP:Iteration 19Q (17066.000000 sec): 3 clusters
  Score: Raw -8034020.982309 + Penalty 3619.229752 = -8030401.752557
  nChanged 58
		SP:Iteration 20F (17066.180000 sec): 3 clusters
  Score: Raw -8034027.513049 + Penalty 3619.229752 = -8030408.283297
  nChanged 58
		SP:Iteration 21Q (17066.320000 sec): 3 clusters
  Score: Raw -8034033.502849 + Penalty 3619.229752 = -8030414.273097
  nChanged 47
		SP:Iteration 22Q (17066.470000 sec): 3 clusters
  Score: Raw -8034038.524674 + Penalty 3619.229752 = -8030419.294922
  nChanged 38
		SP:Iteration 23Q (17066.610000 sec): 3 clusters
  Score: Raw -8034041.629923 + Penalty 3619.229752 = -8030422.400171
  nChanged 31
		SP:Iteration 24Q (17066.750000 sec): 3 clusters
  Score: Raw -8034044.342702 + Penalty 3619.229752 = -8030425.112950
  nChanged 30
		SP:Iteration 25Q (17066.890000 sec): 3 clusters
  Score: Raw -8034046.924386 + Penalty 3619.229752 = -8030427.694634
  nChanged 26
		SP:Iteration 26Q (17067.030000 sec): 3 clusters
  Score: Raw -8034049.412029 + Penalty 3619.229752 = -8030430.182277
  nChanged 18
		SP:Iteration 27Q (17067.170000 sec): 3 clusters
  Score: Raw -8034051.122905 + Penalty 3619.229752 = -8030431.893153
  nChanged 21
		SP:Iteration 28Q (17067.310000 sec): 3 clusters
  Score: Raw -8034052.843723 + Penalty 3619.229752 = -8030433.613971
  nChanged 19
		SP:Iteration 29Q (17067.450000 sec): 3 clusters
  Score: Raw -8034054.213205 + Penalty 3619.229752 = -8030434.983453
  nChanged 16
		SP:Iteration 30Q (17067.590000 sec): 3 clusters
  Score: Raw -8034055.334909 + Penalty 3619.229752 = -8030436.105157
  nChanged 10
		SP:Iteration 31Q (17067.730000 sec): 3 clusters
  Score: Raw -8034055.999635 + Penalty 3619.229752 = -8030436.769883
  nChanged 9
		SP:Iteration 32Q (17067.870000 sec): 3 clusters
  Score: Raw -8034056.685934 + Penalty 3619.229752 = -8030437.456182
  nChanged 10
		SP:Iteration 33Q (17068.010000 sec): 3 clusters
  Score: Raw -8034057.390228 + Penalty 3619.229752 = -8030438.160476
  nChanged 11
		SP:Iteration 34Q (17068.140000 sec): 3 clusters
  Score: Raw -8034058.082018 + Penalty 3619.229752 = -8030438.852266
  nChanged 11
		SP:Iteration 35Q (17068.280000 sec): 3 clusters
  Score: Raw -8034058.744571 + Penalty 3619.229752 = -8030439.514819
  nChanged 12
		SP:Iteration 36Q (17068.420000 sec): 3 clusters
  Score: Raw -8034059.429531 + Penalty 3619.229752 = -8030440.199779
  nChanged 7
		SP:Iteration 37Q (17068.560000 sec): 3 clusters
  Score: Raw -8034060.031747 + Penalty 3619.229752 = -8030440.801995
  nChanged 4
		SP:Iteration 38Q (17068.700000 sec): 3 clusters
  Score: Raw -8034060.240986 + Penalty 3619.229752 = -8030441.011234
  nChanged 3
		SP:Iteration 39Q (17068.840000 sec): 3 clusters
  Score: Raw -8034060.391064 + Penalty 3619.229752 = -8030441.161312
  nChanged 3
		SP:Iteration 40F (17069.020000 sec): 3 clusters
  Score: Raw -8034060.637031 + Penalty 3619.229752 = -8030441.407279
  nChanged 5
		SP:Iteration 41Q (17069.160000 sec): 3 clusters
  Score: Raw -8034060.946865 + Penalty 3619.229752 = -8030441.717113
  nChanged 6
		SP:Iteration 42Q (17069.300000 sec): 3 clusters
  Score: Raw -8034061.354972 + Penalty 3619.229752 = -8030442.125220
  nChanged 10
		SP:Iteration 43Q (17069.440000 sec): 3 clusters
  Score: Raw -8034062.091903 + Penalty 3619.229752 = -8030442.862151
  nChanged 6
		SP:Iteration 44Q (17069.580000 sec): 3 clusters
  Score: Raw -8034062.465965 + Penalty 3619.229752 = -8030443.236213
  nChanged 5
		SP:Iteration 45Q (17069.720000 sec): 3 clusters
  Score: Raw -8034062.721494 + Penalty 3619.229752 = -8030443.491742
  nChanged 2
		SP:Iteration 46Q (17069.850000 sec): 3 clusters
  Score: Raw -8034062.846102 + Penalty 3619.229752 = -8030443.616350
  nChanged 2
		SP:Iteration 47Q (17069.990000 sec): 3 clusters
  Score: Raw -8034062.980883 + Penalty 3619.229752 = -8030443.751131
  nChanged 3
		SP:Iteration 48Q (17070.140000 sec): 3 clusters
  Score: Raw -8034063.235339 + Penalty 3619.229752 = -8030444.005587
  nChanged 5
		SP:Iteration 49Q (17070.280000 sec): 3 clusters
  Score: Raw -8034063.520093 + Penalty 3619.229752 = -8030444.290341
  nChanged 3
		SP:Iteration 50Q (17070.410000 sec): 3 clusters
  Score: Raw -8034063.662659 + Penalty 3619.229752 = -8030444.432907
  nChanged 4
		SP:Iteration 51Q (17070.550000 sec): 3 clusters
  Score: Raw -8034064.020141 + Penalty 3619.229752 = -8030444.790389
  nChanged 5
		SP:Iteration 52Q (17070.690000 sec): 3 clusters
  Score: Raw -8034064.232549 + Penalty 3619.229752 = -8030445.002797
  nChanged 2
		SP:Iteration 53Q (17070.830000 sec): 3 clusters
  Score: Raw -8034064.291903 + Penalty 3619.229752 = -8030445.062151
  nChanged 2
		SP:Iteration 54Q (17070.970000 sec): 3 clusters
  Score: Raw -8034064.417834 + Penalty 3619.229752 = -8030445.188082
  nChanged 1
		SP:Iteration 55Q (17071.110000 sec): 3 clusters
  Score: Raw -8034064.502340 + Penalty 3619.229752 = -8030445.272588
  nChanged 1
		SP:Iteration 56Q (17071.250000 sec): 3 clusters
  Score: Raw -8034064.593192 + Penalty 3619.229752 = -8030445.363440
  nChanged 2
		SP:Iteration 57Q (17071.390000 sec): 3 clusters
  Score: Raw -8034064.766017 + Penalty 3619.229752 = -8030445.536265
  nChanged 1
		SP:Iteration 58Q (17071.530000 sec): 3 clusters
  Score: Raw -8034064.796256 + Penalty 3619.229752 = -8030445.566504
  nChanged 0
		SP:Iteration 59F (17071.710000 sec): 3 clusters
  Score: Raw -8034064.796256 + Penalty 3619.229752 = -8030445.566504
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 27 (6451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17071.760000 sec): 2 clusters
  Score: Raw -742035.698548 + Penalty 1425.448446 = -740610.250102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17071.780000 sec): 3 clusters
  Score: Raw -738530.898539 + Penalty 2850.896892 = -735680.001647
  nChanged 2694
		SP:Iteration 1F (17071.790000 sec): 3 clusters
  Score: Raw -740029.612578 + Penalty 2850.896892 = -737178.715686
  nChanged 416
		SP:Iteration 2F (17071.810000 sec): 3 clusters
  Score: Raw -740202.288127 + Penalty 2850.896892 = -737351.391235
  nChanged 311
		SP:Iteration 3Q (17071.820000 sec): 3 clusters
  Score: Raw -740330.028766 + Penalty 2850.896892 = -737479.131874
  nChanged 234
		SP:Iteration 4Q (17071.840000 sec): 3 clusters
  Score: Raw -740412.014989 + Penalty 2850.896892 = -737561.118098
  nChanged 192
		SP:Iteration 5Q (17071.860000 sec): 3 clusters
  Score: Raw -740477.581531 + Penalty 2850.896892 = -737626.684639
  nChanged 165
		SP:Iteration 6Q (17071.870000 sec): 3 clusters
  Score: Raw -740535.587915 + Penalty 2850.896892 = -737684.691023
  nChanged 154
		SP:Iteration 7Q (17071.890000 sec): 3 clusters
  Score: Raw -740587.695167 + Penalty 2850.896892 = -737736.798275
  nChanged 156
		SP:Iteration 8Q (17071.900000 sec): 3 clusters
  Score: Raw -740647.690853 + Penalty 2850.896892 = -737796.793961
  nChanged 162
		SP:Iteration 9Q (17071.920000 sec): 3 clusters
  Score: Raw -740716.816412 + Penalty 2850.896892 = -737865.919520
  nChanged 176
		SP:Iteration 10Q (17071.940000 sec): 3 clusters
  Score: Raw -740798.916802 + Penalty 2850.896892 = -737948.019910
  nChanged 211
		SP:Iteration 11Q (17071.950000 sec): 3 clusters
  Score: Raw -740911.871861 + Penalty 2850.896892 = -738060.974969
  nChanged 229
		SP:Iteration 12Q (17071.970000 sec): 3 clusters
  Score: Raw -741045.868297 + Penalty 2850.896892 = -738194.971405
  nChanged 248
		SP:Iteration 13Q (17071.980000 sec): 3 clusters
  Score: Raw -741210.762183 + Penalty 2850.896892 = -738359.865291
  nChanged 247
		SP:Iteration 14Q (17072.000000 sec): 3 clusters
  Score: Raw -741380.745448 + Penalty 2850.896892 = -738529.848557
  nChanged 213
		SP:Iteration 15Q (17072.020000 sec): 3 clusters
  Score: Raw -741546.076075 + Penalty 2850.896892 = -738695.179183
  nChanged 184
		SP:Iteration 16Q (17072.030000 sec): 3 clusters
  Score: Raw -741694.715779 + Penalty 2850.896892 = -738843.818888
  nChanged 159
		SP:Iteration 17Q (17072.050000 sec): 3 clusters
  Score: Raw -741821.481887 + Penalty 2850.896892 = -738970.584995
  nChanged 113
		SP:Iteration 18Q (17072.060000 sec): 3 clusters
  Score: Raw -741919.755908 + Penalty 2850.896892 = -739068.859016
  nChanged 86
		SP:Iteration 19Q (17072.080000 sec): 3 clusters
  Score: Raw -741998.161454 + Penalty 2850.896892 = -739147.264562
  nChanged 68
		SP:Iteration 20F (17072.090000 sec): 3 clusters
  Score: Raw -742066.506884 + Penalty 2850.896892 = -739215.609992
  nChanged 39
		SP:Iteration 21Q (17072.110000 sec): 3 clusters
  Score: Raw -742112.705571 + Penalty 2850.896892 = -739261.808679
  nChanged 24
		SP:Iteration 22Q (17072.120000 sec): 3 clusters
  Score: Raw -742130.339201 + Penalty 2850.896892 = -739279.442309
  nChanged 10
		SP:Iteration 23Q (17072.130000 sec): 3 clusters
  Score: Raw -742138.327147 + Penalty 2850.896892 = -739287.430255
  nChanged 9
		SP:Iteration 24Q (17072.150000 sec): 3 clusters
  Score: Raw -742147.308979 + Penalty 2850.896892 = -739296.412087
  nChanged 7
		SP:Iteration 25Q (17072.160000 sec): 3 clusters
  Score: Raw -742152.264559 + Penalty 2850.896892 = -739301.367667
  nChanged 4
		SP:Iteration 26Q (17072.170000 sec): 3 clusters
  Score: Raw -742156.151186 + Penalty 2850.896892 = -739305.254294
  nChanged 4
		SP:Iteration 27Q (17072.180000 sec): 3 clusters
  Score: Raw -742160.507833 + Penalty 2850.896892 = -739309.610941
  nChanged 5
		SP:Iteration 28Q (17072.200000 sec): 3 clusters
  Score: Raw -742165.546884 + Penalty 2850.896892 = -739314.649992
  nChanged 4
		SP:Iteration 29Q (17072.210000 sec): 3 clusters
  Score: Raw -742167.594473 + Penalty 2850.896892 = -739316.697581
  nChanged 3
		SP:Iteration 30Q (17072.220000 sec): 3 clusters
  Score: Raw -742170.096098 + Penalty 2850.896892 = -739319.199207
  nChanged 6
		SP:Iteration 31Q (17072.240000 sec): 3 clusters
  Score: Raw -742175.429032 + Penalty 2850.896892 = -739324.532140
  nChanged 5
		SP:Iteration 32Q (17072.250000 sec): 3 clusters
  Score: Raw -742179.653390 + Penalty 2850.896892 = -739328.756498
  nChanged 4
		SP:Iteration 33Q (17072.260000 sec): 3 clusters
  Score: Raw -742182.716034 + Penalty 2850.896892 = -739331.819142
  nChanged 7
		SP:Iteration 34Q (17072.280000 sec): 3 clusters
  Score: Raw -742189.162914 + Penalty 2850.896892 = -739338.266022
  nChanged 3
		SP:Iteration 35Q (17072.290000 sec): 3 clusters
  Score: Raw -742192.242910 + Penalty 2850.896892 = -739341.346018
  nChanged 4
		SP:Iteration 36Q (17072.300000 sec): 3 clusters
  Score: Raw -742197.794972 + Penalty 2850.896892 = -739346.898080
  nChanged 4
		SP:Iteration 37Q (17072.320000 sec): 3 clusters
  Score: Raw -742201.442202 + Penalty 2850.896892 = -739350.545310
  nChanged 4
		SP:Iteration 38Q (17072.330000 sec): 3 clusters
  Score: Raw -742204.012443 + Penalty 2850.896892 = -739353.115551
  nChanged 2
		SP:Iteration 39Q (17072.340000 sec): 3 clusters
  Score: Raw -742205.485980 + Penalty 2850.896892 = -739354.589088
  nChanged 2
		SP:Iteration 40F (17072.360000 sec): 3 clusters
  Score: Raw -742207.215221 + Penalty 2850.896892 = -739356.318329
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 28 (14239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17072.400000 sec): 2 clusters
  Score: Raw -1727609.791263 + Penalty 1554.107743 = -1726055.683520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17072.440000 sec): 3 clusters
  Score: Raw -1719357.828906 + Penalty 3108.215486 = -1716249.613419
  nChanged 6214
		SP:Iteration 1F (17072.470000 sec): 3 clusters
  Score: Raw -1722702.659766 + Penalty 3108.215486 = -1719594.444280
  nChanged 740
		SP:Iteration 2F (17072.500000 sec): 3 clusters
  Score: Raw -1723008.490481 + Penalty 3108.215486 = -1719900.274995
  nChanged 673
		SP:Iteration 3Q (17072.540000 sec): 3 clusters
  Score: Raw -1723298.343213 + Penalty 3108.215486 = -1720190.127727
  nChanged 674
		SP:Iteration 4Q (17072.580000 sec): 3 clusters
  Score: Raw -1723619.290032 + Penalty 3108.215486 = -1720511.074545
  nChanged 735
		SP:Iteration 5F (17072.610000 sec): 3 clusters
  Score: Raw -1724069.425778 + Penalty 3108.215486 = -1720961.210292
  nChanged 844
		SP:Iteration 6F (17072.650000 sec): 3 clusters
  Score: Raw -1724673.525551 + Penalty 3108.215486 = -1721565.310064
  nChanged 948
		SP:Iteration 7F (17072.680000 sec): 3 clusters
  Score: Raw -1725421.715362 + Penalty 3108.215486 = -1722313.499876
  nChanged 906
		SP:Iteration 8F (17072.720000 sec): 3 clusters
  Score: Raw -1726211.621011 + Penalty 3108.215486 = -1723103.405525
  nChanged 726
		SP:Iteration 9F (17072.760000 sec): 3 clusters
  Score: Raw -1726871.654113 + Penalty 3108.215486 = -1723763.438627
  nChanged 456
		SP:Iteration 10Q (17072.790000 sec): 3 clusters
  Score: Raw -1727289.021497 + Penalty 3108.215486 = -1724180.806011
  nChanged 245
		SP:Iteration 11Q (17072.820000 sec): 3 clusters
  Score: Raw -1727526.024618 + Penalty 3108.215486 = -1724417.809131
  nChanged 108
		SP:Iteration 12Q (17072.840000 sec): 3 clusters
  Score: Raw -1727643.868230 + Penalty 3108.215486 = -1724535.652744
  nChanged 53
		SP:Iteration 13Q (17072.870000 sec): 3 clusters
  Score: Raw -1727700.938623 + Penalty 3108.215486 = -1724592.723137
  nChanged 17
		SP:Iteration 14Q (17072.900000 sec): 3 clusters
  Score: Raw -1727723.398283 + Penalty 3108.215486 = -1724615.182796
  nChanged 8
		SP:Iteration 15Q (17072.930000 sec): 3 clusters
  Score: Raw -1727734.195941 + Penalty 3108.215486 = -1724625.980454
  nChanged 13
		SP:Iteration 16Q (17072.950000 sec): 3 clusters
  Score: Raw -1727762.496436 + Penalty 3108.215486 = -1724654.280950
  nChanged 9
		SP:Iteration 17Q (17072.980000 sec): 3 clusters
  Score: Raw -1727773.943959 + Penalty 3108.215486 = -1724665.728472
  nChanged 5
		SP:Iteration 18Q (17073.000000 sec): 3 clusters
  Score: Raw -1727784.112606 + Penalty 3108.215486 = -1724675.897120
  nChanged 6
		SP:Iteration 19Q (17073.030000 sec): 3 clusters
  Score: Raw -1727789.296138 + Penalty 3108.215486 = -1724681.080652
  nChanged 0
		SP:Iteration 20F (17073.060000 sec): 3 clusters
  Score: Raw -1727789.296138 + Penalty 3108.215486 = -1724681.080652
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 29 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17073.070000 sec): 2 clusters
  Score: Raw -131465.314685 + Penalty 1162.116388 = -130303.198297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17073.080000 sec): 3 clusters
  Score: Raw -131012.766538 + Penalty 2324.232776 = -128688.533762
  nChanged 428
		SP:Iteration 1F (17073.080000 sec): 3 clusters
  Score: Raw -131399.449909 + Penalty 2324.232776 = -129075.217133
  nChanged 121
		SP:Iteration 2F (17073.090000 sec): 3 clusters
  Score: Raw -131592.078414 + Penalty 2324.232776 = -129267.845638
  nChanged 91
		SP:Iteration 3F (17073.090000 sec): 3 clusters
  Score: Raw -131737.107941 + Penalty 2324.232776 = -129412.875166
  nChanged 78
		SP:Iteration 4F (17073.090000 sec): 3 clusters
  Score: Raw -131848.490007 + Penalty 2324.232776 = -129524.257231
  nChanged 64
		SP:Iteration 5F (17073.090000 sec): 3 clusters
  Score: Raw -131932.242881 + Penalty 2324.232776 = -129608.010106
  nChanged 33
		SP:Iteration 6Q (17073.100000 sec): 3 clusters
  Score: Raw -131982.677078 + Penalty 2324.232776 = -129658.444302
  nChanged 35
		SP:Iteration 7Q (17073.100000 sec): 3 clusters
  Score: Raw -132024.216955 + Penalty 2324.232776 = -129699.984179
  nChanged 21
		SP:Iteration 8Q (17073.100000 sec): 3 clusters
  Score: Raw -132050.406980 + Penalty 2324.232776 = -129726.174204
  nChanged 27
		SP:Iteration 9Q (17073.110000 sec): 3 clusters
  Score: Raw -132074.933281 + Penalty 2324.232776 = -129750.700505
  nChanged 13
		SP:Iteration 10Q (17073.110000 sec): 3 clusters
  Score: Raw -132087.692603 + Penalty 2324.232776 = -129763.459827
  nChanged 11
		SP:Iteration 11Q (17073.110000 sec): 3 clusters
  Score: Raw -132106.469502 + Penalty 2324.232776 = -129782.236726
  nChanged 11
		SP:Iteration 12Q (17073.110000 sec): 3 clusters
  Score: Raw -132117.006833 + Penalty 2324.232776 = -129792.774058
  nChanged 6
		SP:Iteration 13Q (17073.120000 sec): 3 clusters
  Score: Raw -132122.710783 + Penalty 2324.232776 = -129798.478007
  nChanged 8
		SP:Iteration 14Q (17073.120000 sec): 3 clusters
  Score: Raw -132132.344332 + Penalty 2324.232776 = -129808.111556
  nChanged 7
		SP:Iteration 15Q (17073.120000 sec): 3 clusters
  Score: Raw -132137.568875 + Penalty 2324.232776 = -129813.336100
  nChanged 2
		SP:Iteration 16Q (17073.130000 sec): 3 clusters
  Score: Raw -132140.232670 + Penalty 2324.232776 = -129815.999894
  nChanged 2
		SP:Iteration 17Q (17073.130000 sec): 3 clusters
  Score: Raw -132142.069808 + Penalty 2324.232776 = -129817.837032
  nChanged 3
		SP:Iteration 18Q (17073.130000 sec): 3 clusters
  Score: Raw -132146.560845 + Penalty 2324.232776 = -129822.328069
  nChanged 6
		SP:Iteration 19Q (17073.130000 sec): 3 clusters
  Score: Raw -132152.320529 + Penalty 2324.232776 = -129828.087753
  nChanged 7
		SP:Iteration 20F (17073.140000 sec): 3 clusters
  Score: Raw -132162.249180 + Penalty 2324.232776 = -129838.016405
  nChanged 7
		SP:Iteration 21Q (17073.140000 sec): 3 clusters
  Score: Raw -132167.893948 + Penalty 2324.232776 = -129843.661173
  nChanged 2
		SP:Iteration 22Q (17073.140000 sec): 3 clusters
  Score: Raw -132168.732944 + Penalty 2324.232776 = -129844.500168
  nChanged 4
		SP:Iteration 23Q (17073.150000 sec): 3 clusters
  Score: Raw -132170.515219 + Penalty 2324.232776 = -129846.282443
  nChanged 2
		SP:Iteration 24Q (17073.150000 sec): 3 clusters
  Score: Raw -132171.682646 + Penalty 2324.232776 = -129847.449870
  nChanged 2
		SP:Iteration 25Q (17073.150000 sec): 3 clusters
  Score: Raw -132174.560671 + Penalty 2324.232776 = -129850.327895
  nChanged 2
		SP:Iteration 26Q (17073.150000 sec): 3 clusters
  Score: Raw -132176.222968 + Penalty 2324.232776 = -129851.990192
  nChanged 4
		SP:Iteration 27Q (17073.160000 sec): 3 clusters
  Score: Raw -132180.763649 + Penalty 2324.232776 = -129856.530873
  nChanged 3
		SP:Iteration 28Q (17073.160000 sec): 3 clusters
  Score: Raw -132183.446402 + Penalty 2324.232776 = -129859.213626
  nChanged 4
		SP:Iteration 29Q (17073.160000 sec): 3 clusters
  Score: Raw -132185.617054 + Penalty 2324.232776 = -129861.384278
  nChanged 1
		SP:Iteration 30Q (17073.170000 sec): 3 clusters
  Score: Raw -132185.847421 + Penalty 2324.232776 = -129861.614645
  nChanged 0
		SP:Iteration 31F (17073.170000 sec): 3 clusters
  Score: Raw -132185.847421 + Penalty 2324.232776 = -129861.614645
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 30 (15531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17073.220000 sec): 2 clusters
  Score: Raw -1784211.385346 + Penalty 1568.221412 = -1782643.163934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17073.260000 sec): 3 clusters
  Score: Raw -1775052.581025 + Penalty 3136.442824 = -1771916.138201
  nChanged 6886
		SP:Iteration 1F (17073.300000 sec): 3 clusters
  Score: Raw -1779086.065729 + Penalty 3136.442824 = -1775949.622905
  nChanged 1117
		SP:Iteration 2F (17073.330000 sec): 3 clusters
  Score: Raw -1779734.054119 + Penalty 3136.442824 = -1776597.611295
  nChanged 1033
		SP:Iteration 3F (17073.370000 sec): 3 clusters
  Score: Raw -1780364.272251 + Penalty 3136.442824 = -1777227.829426
  nChanged 967
		SP:Iteration 4F (17073.410000 sec): 3 clusters
  Score: Raw -1780949.504612 + Penalty 3136.442824 = -1777813.061788
  nChanged 859
		SP:Iteration 5F (17073.450000 sec): 3 clusters
  Score: Raw -1781552.803542 + Penalty 3136.442824 = -1778416.360718
  nChanged 862
		SP:Iteration 6F (17073.490000 sec): 3 clusters
  Score: Raw -1782197.576972 + Penalty 3136.442824 = -1779061.134148
  nChanged 756
		SP:Iteration 7Q (17073.530000 sec): 3 clusters
  Score: Raw -1782806.851519 + Penalty 3136.442824 = -1779670.408695
  nChanged 658
		SP:Iteration 8Q (17073.570000 sec): 3 clusters
  Score: Raw -1783380.985220 + Penalty 3136.442824 = -1780244.542395
  nChanged 488
		SP:Iteration 9Q (17073.610000 sec): 3 clusters
  Score: Raw -1783785.854665 + Penalty 3136.442824 = -1780649.411841
  nChanged 343
		SP:Iteration 10Q (17073.640000 sec): 3 clusters
  Score: Raw -1784079.602274 + Penalty 3136.442824 = -1780943.159450
  nChanged 194
		SP:Iteration 11Q (17073.670000 sec): 3 clusters
  Score: Raw -1784238.763723 + Penalty 3136.442824 = -1781102.320899
  nChanged 108
		SP:Iteration 12Q (17073.710000 sec): 3 clusters
  Score: Raw -1784335.576705 + Penalty 3136.442824 = -1781199.133881
  nChanged 54
		SP:Iteration 13Q (17073.740000 sec): 3 clusters
  Score: Raw -1784383.518658 + Penalty 3136.442824 = -1781247.075833
  nChanged 34
		SP:Iteration 14Q (17073.770000 sec): 3 clusters
  Score: Raw -1784415.159124 + Penalty 3136.442824 = -1781278.716300
  nChanged 23
		SP:Iteration 15Q (17073.800000 sec): 3 clusters
  Score: Raw -1784436.862950 + Penalty 3136.442824 = -1781300.420126
  nChanged 19
		SP:Iteration 16Q (17073.830000 sec): 3 clusters
  Score: Raw -1784450.798577 + Penalty 3136.442824 = -1781314.355753
  nChanged 16
		SP:Iteration 17Q (17073.860000 sec): 3 clusters
  Score: Raw -1784462.680404 + Penalty 3136.442824 = -1781326.237580
  nChanged 11
		SP:Iteration 18Q (17073.890000 sec): 3 clusters
  Score: Raw -1784471.036264 + Penalty 3136.442824 = -1781334.593440
  nChanged 10
		SP:Iteration 19Q (17073.920000 sec): 3 clusters
  Score: Raw -1784478.600643 + Penalty 3136.442824 = -1781342.157819
  nChanged 6
		SP:Iteration 20F (17073.960000 sec): 3 clusters
  Score: Raw -1784484.406908 + Penalty 3136.442824 = -1781347.964083
  nChanged 4
		SP:Iteration 21Q (17073.990000 sec): 3 clusters
  Score: Raw -1784487.132565 + Penalty 3136.442824 = -1781350.689741
  nChanged 2
		SP:Iteration 22Q (17074.010000 sec): 3 clusters
  Score: Raw -1784488.809252 + Penalty 3136.442824 = -1781352.366428
  nChanged 4
		SP:Iteration 23Q (17074.040000 sec): 3 clusters
  Score: Raw -1784491.633377 + Penalty 3136.442824 = -1781355.190553
  nChanged 1
		SP:Iteration 24Q (17074.070000 sec): 3 clusters
  Score: Raw -1784493.153271 + Penalty 3136.442824 = -1781356.710447
  nChanged 1
		SP:Iteration 25Q (17074.100000 sec): 3 clusters
  Score: Raw -1784493.857303 + Penalty 3136.442824 = -1781357.414479
  nChanged 1
		SP:Iteration 26Q (17074.130000 sec): 3 clusters
  Score: Raw -1784494.822473 + Penalty 3136.442824 = -1781358.379649
  nChanged 2
		SP:Iteration 27Q (17074.160000 sec): 3 clusters
  Score: Raw -1784496.132770 + Penalty 3136.442824 = -1781359.689946
  nChanged 0
		SP:Iteration 28F (17074.190000 sec): 3 clusters
  Score: Raw -1784496.132770 + Penalty 3136.442824 = -1781359.689946
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 31 (34839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17074.290000 sec): 2 clusters
  Score: Raw -4003686.876487 + Penalty 1699.505068 = -4001987.371419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17074.380000 sec): 3 clusters
  Score: Raw -3982051.437319 + Penalty 3399.010137 = -3978652.427182
  nChanged 16143
		SP:Iteration 1F (17074.470000 sec): 3 clusters
  Score: Raw -3991080.160929 + Penalty 3399.010137 = -3987681.150792
  nChanged 1508
		SP:Iteration 2Q (17074.550000 sec): 3 clusters
  Score: Raw -3991558.804452 + Penalty 3399.010137 = -3988159.794316
  nChanged 1455
		SP:Iteration 3Q (17074.650000 sec): 3 clusters
  Score: Raw -3992086.532004 + Penalty 3399.010137 = -3988687.521867
  nChanged 1594
		SP:Iteration 4Q (17074.730000 sec): 3 clusters
  Score: Raw -3992811.788032 + Penalty 3399.010137 = -3989412.777896
  nChanged 1766
		SP:Iteration 5F (17074.820000 sec): 3 clusters
  Score: Raw -3993801.480792 + Penalty 3399.010137 = -3990402.470655
  nChanged 2140
		SP:Iteration 6F (17074.910000 sec): 3 clusters
  Score: Raw -3995282.225063 + Penalty 3399.010137 = -3991883.214926
  nChanged 2391
		SP:Iteration 7F (17075.000000 sec): 3 clusters
  Score: Raw -3997207.688254 + Penalty 3399.010137 = -3993808.678117
  nChanged 2325
		SP:Iteration 8F (17075.090000 sec): 3 clusters
  Score: Raw -3999281.783444 + Penalty 3399.010137 = -3995882.773307
  nChanged 1867
		SP:Iteration 9F (17075.170000 sec): 3 clusters
  Score: Raw -4000944.267493 + Penalty 3399.010137 = -3997545.257357
  nChanged 1319
		SP:Iteration 10Q (17075.250000 sec): 3 clusters
  Score: Raw -4002139.566666 + Penalty 3399.010137 = -3998740.556529
  nChanged 877
		SP:Iteration 11Q (17075.330000 sec): 3 clusters
  Score: Raw -4002963.749952 + Penalty 3399.010137 = -3999564.739816
  nChanged 510
		SP:Iteration 12Q (17075.390000 sec): 3 clusters
  Score: Raw -4003416.449763 + Penalty 3399.010137 = -4000017.439627
  nChanged 265
		SP:Iteration 13Q (17075.460000 sec): 3 clusters
  Score: Raw -4003638.730282 + Penalty 3399.010137 = -4000239.720145
  nChanged 139
		SP:Iteration 14Q (17075.520000 sec): 3 clusters
  Score: Raw -4003753.037334 + Penalty 3399.010137 = -4000354.027197
  nChanged 83
		SP:Iteration 15Q (17075.590000 sec): 3 clusters
  Score: Raw -4003817.311976 + Penalty 3399.010137 = -4000418.301840
  nChanged 47
		SP:Iteration 16Q (17075.650000 sec): 3 clusters
  Score: Raw -4003853.425025 + Penalty 3399.010137 = -4000454.414889
  nChanged 29
		SP:Iteration 17Q (17075.710000 sec): 3 clusters
  Score: Raw -4003876.437818 + Penalty 3399.010137 = -4000477.427682
  nChanged 18
		SP:Iteration 18Q (17075.770000 sec): 3 clusters
  Score: Raw -4003891.456869 + Penalty 3399.010137 = -4000492.446733
  nChanged 15
		SP:Iteration 19Q (17075.830000 sec): 3 clusters
  Score: Raw -4003900.265404 + Penalty 3399.010137 = -4000501.255267
  nChanged 11
		SP:Iteration 20F (17075.920000 sec): 3 clusters
  Score: Raw -4003909.632488 + Penalty 3399.010137 = -4000510.622352
  nChanged 7
		SP:Iteration 21Q (17075.980000 sec): 3 clusters
  Score: Raw -4003914.882648 + Penalty 3399.010137 = -4000515.872512
  nChanged 8
		SP:Iteration 22Q (17076.040000 sec): 3 clusters
  Score: Raw -4003922.649207 + Penalty 3399.010137 = -4000523.639070
  nChanged 6
		SP:Iteration 23Q (17076.100000 sec): 3 clusters
  Score: Raw -4003926.958419 + Penalty 3399.010137 = -4000527.948282
  nChanged 5
		SP:Iteration 24Q (17076.160000 sec): 3 clusters
  Score: Raw -4003930.575125 + Penalty 3399.010137 = -4000531.564989
  nChanged 3
		SP:Iteration 25Q (17076.230000 sec): 3 clusters
  Score: Raw -4003931.802696 + Penalty 3399.010137 = -4000532.792560
  nChanged 0
		SP:Iteration 26F (17076.310000 sec): 3 clusters
  Score: Raw -4003931.802696 + Penalty 3399.010137 = -4000532.792560
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 32 (20122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17076.370000 sec): 2 clusters
  Score: Raw -2359345.105711 + Penalty 1610.304966 = -2357734.800744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17076.430000 sec): 3 clusters
  Score: Raw -2347299.568440 + Penalty 3220.609932 = -2344078.958508
  nChanged 9162
		SP:Iteration 1F (17076.470000 sec): 3 clusters
  Score: Raw -2352492.859857 + Penalty 3220.609932 = -2349272.249924
  nChanged 1049
		SP:Iteration 2F (17076.530000 sec): 3 clusters
  Score: Raw -2352908.744368 + Penalty 3220.609932 = -2349688.134435
  nChanged 1004
		SP:Iteration 3Q (17076.580000 sec): 3 clusters
  Score: Raw -2353312.521970 + Penalty 3220.609932 = -2350091.912038
  nChanged 933
		SP:Iteration 4Q (17076.630000 sec): 3 clusters
  Score: Raw -2353766.720705 + Penalty 3220.609932 = -2350546.110772
  nChanged 1103
		SP:Iteration 5F (17076.680000 sec): 3 clusters
  Score: Raw -2354377.544401 + Penalty 3220.609932 = -2351156.934469
  nChanged 1219
		SP:Iteration 6F (17076.730000 sec): 3 clusters
  Score: Raw -2355185.176991 + Penalty 3220.609932 = -2351964.567058
  nChanged 1321
		SP:Iteration 7F (17076.780000 sec): 3 clusters
  Score: Raw -2356188.426213 + Penalty 3220.609932 = -2352967.816281
  nChanged 1272
		SP:Iteration 8F (17076.830000 sec): 3 clusters
  Score: Raw -2357241.042336 + Penalty 3220.609932 = -2354020.432404
  nChanged 1037
		SP:Iteration 9F (17076.880000 sec): 3 clusters
  Score: Raw -2358176.397597 + Penalty 3220.609932 = -2354955.787664
  nChanged 685
		SP:Iteration 10Q (17076.930000 sec): 3 clusters
  Score: Raw -2358828.803516 + Penalty 3220.609932 = -2355608.193584
  nChanged 376
		SP:Iteration 11Q (17076.970000 sec): 3 clusters
  Score: Raw -2359181.121216 + Penalty 3220.609932 = -2355960.511284
  nChanged 205
		SP:Iteration 12Q (17077.020000 sec): 3 clusters
  Score: Raw -2359399.264750 + Penalty 3220.609932 = -2356178.654818
  nChanged 124
		SP:Iteration 13Q (17077.060000 sec): 3 clusters
  Score: Raw -2359569.711862 + Penalty 3220.609932 = -2356349.101930
  nChanged 88
		SP:Iteration 14Q (17077.090000 sec): 3 clusters
  Score: Raw -2359677.750332 + Penalty 3220.609932 = -2356457.140400
  nChanged 48
		SP:Iteration 15Q (17077.130000 sec): 3 clusters
  Score: Raw -2359741.203888 + Penalty 3220.609932 = -2356520.593956
  nChanged 44
		SP:Iteration 16Q (17077.170000 sec): 3 clusters
  Score: Raw -2359800.424786 + Penalty 3220.609932 = -2356579.814853
  nChanged 34
		SP:Iteration 17Q (17077.200000 sec): 3 clusters
  Score: Raw -2359831.960383 + Penalty 3220.609932 = -2356611.350451
  nChanged 23
		SP:Iteration 18Q (17077.240000 sec): 3 clusters
  Score: Raw -2359857.052548 + Penalty 3220.609932 = -2356636.442616
  nChanged 16
		SP:Iteration 19Q (17077.270000 sec): 3 clusters
  Score: Raw -2359874.164922 + Penalty 3220.609932 = -2356653.554990
  nChanged 9
		SP:Iteration 20F (17077.320000 sec): 3 clusters
  Score: Raw -2359880.188712 + Penalty 3220.609932 = -2356659.578780
  nChanged 4
		SP:Iteration 21Q (17077.360000 sec): 3 clusters
  Score: Raw -2359882.758755 + Penalty 3220.609932 = -2356662.148822
  nChanged 5
		SP:Iteration 22Q (17077.390000 sec): 3 clusters
  Score: Raw -2359885.028287 + Penalty 3220.609932 = -2356664.418355
  nChanged 2
		SP:Iteration 23Q (17077.430000 sec): 3 clusters
  Score: Raw -2359885.977249 + Penalty 3220.609932 = -2356665.367316
  nChanged 0
		SP:Iteration 24F (17077.480000 sec): 3 clusters
  Score: Raw -2359885.977249 + Penalty 3220.609932 = -2356665.367316
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 33 (14308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17077.520000 sec): 2 clusters
  Score: Raw -1633840.539782 + Penalty 1554.893291 = -1632285.646490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17077.550000 sec): 3 clusters
  Score: Raw -1625459.089133 + Penalty 3109.786583 = -1622349.302551
  nChanged 6356
		SP:Iteration 1F (17077.590000 sec): 3 clusters
  Score: Raw -1628973.909123 + Penalty 3109.786583 = -1625864.122540
  nChanged 718
		SP:Iteration 2F (17077.630000 sec): 3 clusters
  Score: Raw -1629214.240525 + Penalty 3109.786583 = -1626104.453942
  nChanged 614
		SP:Iteration 3Q (17077.660000 sec): 3 clusters
  Score: Raw -1629418.284722 + Penalty 3109.786583 = -1626308.498139
  nChanged 557
		SP:Iteration 4Q (17077.690000 sec): 3 clusters
  Score: Raw -1629603.764990 + Penalty 3109.786583 = -1626493.978408
  nChanged 471
		SP:Iteration 5Q (17077.730000 sec): 3 clusters
  Score: Raw -1629749.861469 + Penalty 3109.786583 = -1626640.074886
  nChanged 426
		SP:Iteration 6Q (17077.770000 sec): 3 clusters
  Score: Raw -1629877.366825 + Penalty 3109.786583 = -1626767.580242
  nChanged 404
		SP:Iteration 7Q (17077.800000 sec): 3 clusters
  Score: Raw -1630046.633671 + Penalty 3109.786583 = -1626936.847088
  nChanged 483
		SP:Iteration 8Q (17077.840000 sec): 3 clusters
  Score: Raw -1630279.626573 + Penalty 3109.786583 = -1627169.839990
  nChanged 631
		SP:Iteration 9Q (17077.870000 sec): 3 clusters
  Score: Raw -1630646.907366 + Penalty 3109.786583 = -1627537.120784
  nChanged 712
		SP:Iteration 10Q (17077.910000 sec): 3 clusters
  Score: Raw -1631113.009759 + Penalty 3109.786583 = -1628003.223176
  nChanged 790
		SP:Iteration 11F (17077.940000 sec): 3 clusters
  Score: Raw -1631656.433881 + Penalty 3109.786583 = -1628546.647299
  nChanged 814
		SP:Iteration 12F (17077.970000 sec): 3 clusters
  Score: Raw -1632197.215748 + Penalty 3109.786583 = -1629087.429166
  nChanged 746
		SP:Iteration 13F (17078.010000 sec): 3 clusters
  Score: Raw -1632675.791197 + Penalty 3109.786583 = -1629566.004614
  nChanged 614
		SP:Iteration 14Q (17078.050000 sec): 3 clusters
  Score: Raw -1632996.021525 + Penalty 3109.786583 = -1629886.234943
  nChanged 464
		SP:Iteration 15Q (17078.080000 sec): 3 clusters
  Score: Raw -1633209.761551 + Penalty 3109.786583 = -1630099.974969
  nChanged 412
		SP:Iteration 16Q (17078.110000 sec): 3 clusters
  Score: Raw -1633382.054709 + Penalty 3109.786583 = -1630272.268127
  nChanged 323
		SP:Iteration 17Q (17078.150000 sec): 3 clusters
  Score: Raw -1633503.655353 + Penalty 3109.786583 = -1630393.868770
  nChanged 258
		SP:Iteration 18Q (17078.180000 sec): 3 clusters
  Score: Raw -1633587.071537 + Penalty 3109.786583 = -1630477.284954
  nChanged 217
		SP:Iteration 19Q (17078.210000 sec): 3 clusters
  Score: Raw -1633646.579719 + Penalty 3109.786583 = -1630536.793136
  nChanged 168
		SP:Iteration 20F (17078.250000 sec): 3 clusters
  Score: Raw -1633685.931415 + Penalty 3109.786583 = -1630576.144832
  nChanged 141
		SP:Iteration 21Q (17078.280000 sec): 3 clusters
  Score: Raw -1633712.913056 + Penalty 3109.786583 = -1630603.126473
  nChanged 139
		SP:Iteration 22Q (17078.310000 sec): 3 clusters
  Score: Raw -1633741.909221 + Penalty 3109.786583 = -1630632.122639
  nChanged 126
		SP:Iteration 23Q (17078.350000 sec): 3 clusters
  Score: Raw -1633768.221444 + Penalty 3109.786583 = -1630658.434862
  nChanged 126
		SP:Iteration 24Q (17078.380000 sec): 3 clusters
  Score: Raw -1633796.718086 + Penalty 3109.786583 = -1630686.931503
  nChanged 120
		SP:Iteration 25Q (17078.410000 sec): 3 clusters
  Score: Raw -1633820.472480 + Penalty 3109.786583 = -1630710.685897
  nChanged 110
		SP:Iteration 26Q (17078.450000 sec): 3 clusters
  Score: Raw -1633843.744769 + Penalty 3109.786583 = -1630733.958186
  nChanged 119
		SP:Iteration 27Q (17078.480000 sec): 3 clusters
  Score: Raw -1633871.898361 + Penalty 3109.786583 = -1630762.111778
  nChanged 126
		SP:Iteration 28Q (17078.510000 sec): 3 clusters
  Score: Raw -1633901.828976 + Penalty 3109.786583 = -1630792.042394
  nChanged 120
		SP:Iteration 29Q (17078.550000 sec): 3 clusters
  Score: Raw -1633928.827472 + Penalty 3109.786583 = -1630819.040890
  nChanged 104
		SP:Iteration 30Q (17078.580000 sec): 3 clusters
  Score: Raw -1633950.489504 + Penalty 3109.786583 = -1630840.702921
  nChanged 103
		SP:Iteration 31Q (17078.610000 sec): 3 clusters
  Score: Raw -1633971.281874 + Penalty 3109.786583 = -1630861.495292
  nChanged 88
		SP:Iteration 32Q (17078.640000 sec): 3 clusters
  Score: Raw -1633990.631193 + Penalty 3109.786583 = -1630880.844611
  nChanged 94
		SP:Iteration 33Q (17078.680000 sec): 3 clusters
  Score: Raw -1634011.539228 + Penalty 3109.786583 = -1630901.752645
  nChanged 91
		SP:Iteration 34Q (17078.710000 sec): 3 clusters
  Score: Raw -1634031.252179 + Penalty 3109.786583 = -1630921.465596
  nChanged 98
		SP:Iteration 35Q (17078.740000 sec): 3 clusters
  Score: Raw -1634051.744102 + Penalty 3109.786583 = -1630941.957519
  nChanged 89
		SP:Iteration 36Q (17078.770000 sec): 3 clusters
  Score: Raw -1634072.450496 + Penalty 3109.786583 = -1630962.663913
  nChanged 95
		SP:Iteration 37Q (17078.800000 sec): 3 clusters
  Score: Raw -1634094.965677 + Penalty 3109.786583 = -1630985.179095
  nChanged 92
		SP:Iteration 38Q (17078.830000 sec): 3 clusters
  Score: Raw -1634119.081166 + Penalty 3109.786583 = -1631009.294583
  nChanged 87
		SP:Iteration 39Q (17078.860000 sec): 3 clusters
  Score: Raw -1634139.848600 + Penalty 3109.786583 = -1631030.062018
  nChanged 85
		SP:Iteration 40F (17078.900000 sec): 3 clusters
  Score: Raw -1634159.910214 + Penalty 3109.786583 = -1631050.123632
  nChanged 81
		SP:Iteration 41Q (17078.930000 sec): 3 clusters
  Score: Raw -1634177.301685 + Penalty 3109.786583 = -1631067.515102
  nChanged 69
		SP:Iteration 42Q (17078.960000 sec): 3 clusters
  Score: Raw -1634192.015201 + Penalty 3109.786583 = -1631082.228618
  nChanged 79
		SP:Iteration 43Q (17078.990000 sec): 3 clusters
  Score: Raw -1634207.645380 + Penalty 3109.786583 = -1631097.858797
  nChanged 68
		SP:Iteration 44Q (17079.020000 sec): 3 clusters
  Score: Raw -1634224.536211 + Penalty 3109.786583 = -1631114.749628
  nChanged 68
		SP:Iteration 45Q (17079.050000 sec): 3 clusters
  Score: Raw -1634239.068716 + Penalty 3109.786583 = -1631129.282133
  nChanged 50
		SP:Iteration 46Q (17079.080000 sec): 3 clusters
  Score: Raw -1634248.437724 + Penalty 3109.786583 = -1631138.651142
  nChanged 44
		SP:Iteration 47Q (17079.120000 sec): 3 clusters
  Score: Raw -1634254.509041 + Penalty 3109.786583 = -1631144.722459
  nChanged 36
		SP:Iteration 48Q (17079.140000 sec): 3 clusters
  Score: Raw -1634259.456972 + Penalty 3109.786583 = -1631149.670389
  nChanged 33
		SP:Iteration 49Q (17079.180000 sec): 3 clusters
  Score: Raw -1634263.964877 + Penalty 3109.786583 = -1631154.178294
  nChanged 27
		SP:Iteration 50Q (17079.200000 sec): 3 clusters
  Score: Raw -1634268.232909 + Penalty 3109.786583 = -1631158.446326
  nChanged 29
		SP:Iteration 51Q (17079.240000 sec): 3 clusters
  Score: Raw -1634272.765489 + Penalty 3109.786583 = -1631162.978906
  nChanged 28
		SP:Iteration 52Q (17079.270000 sec): 3 clusters
  Score: Raw -1634277.329780 + Penalty 3109.786583 = -1631167.543198
  nChanged 35
		SP:Iteration 53Q (17079.300000 sec): 3 clusters
  Score: Raw -1634282.939377 + Penalty 3109.786583 = -1631173.152794
  nChanged 31
		SP:Iteration 54Q (17079.320000 sec): 3 clusters
  Score: Raw -1634287.930495 + Penalty 3109.786583 = -1631178.143913
  nChanged 27
		SP:Iteration 55Q (17079.360000 sec): 3 clusters
  Score: Raw -1634292.108122 + Penalty 3109.786583 = -1631182.321539
  nChanged 22
		SP:Iteration 56Q (17079.380000 sec): 3 clusters
  Score: Raw -1634295.392347 + Penalty 3109.786583 = -1631185.605764
  nChanged 18
		SP:Iteration 57Q (17079.410000 sec): 3 clusters
  Score: Raw -1634297.660935 + Penalty 3109.786583 = -1631187.874353
  nChanged 18
		SP:Iteration 58Q (17079.440000 sec): 3 clusters
  Score: Raw -1634300.179544 + Penalty 3109.786583 = -1631190.392961
  nChanged 22
		SP:Iteration 59Q (17079.470000 sec): 3 clusters
  Score: Raw -1634303.739416 + Penalty 3109.786583 = -1631193.952833
  nChanged 25
		SP:Iteration 60F (17079.510000 sec): 3 clusters
  Score: Raw -1634307.423161 + Penalty 3109.786583 = -1631197.636579
  nChanged 28
		SP:Iteration 61Q (17079.540000 sec): 3 clusters
  Score: Raw -1634311.603018 + Penalty 3109.786583 = -1631201.816435
  nChanged 18
		SP:Iteration 62Q (17079.560000 sec): 3 clusters
  Score: Raw -1634313.803580 + Penalty 3109.786583 = -1631204.016997
  nChanged 12
		SP:Iteration 63Q (17079.590000 sec): 3 clusters
  Score: Raw -1634315.152243 + Penalty 3109.786583 = -1631205.365661
  nChanged 12
		SP:Iteration 64Q (17079.620000 sec): 3 clusters
  Score: Raw -1634317.089074 + Penalty 3109.786583 = -1631207.302491
  nChanged 15
		SP:Iteration 65Q (17079.650000 sec): 3 clusters
  Score: Raw -1634319.294643 + Penalty 3109.786583 = -1631209.508060
  nChanged 17
		SP:Iteration 66Q (17079.680000 sec): 3 clusters
  Score: Raw -1634321.626245 + Penalty 3109.786583 = -1631211.839662
  nChanged 14
		SP:Iteration 67Q (17079.710000 sec): 3 clusters
  Score: Raw -1634323.421172 + Penalty 3109.786583 = -1631213.634589
  nChanged 11
		SP:Iteration 68Q (17079.740000 sec): 3 clusters
  Score: Raw -1634324.779598 + Penalty 3109.786583 = -1631214.993016
  nChanged 8
		SP:Iteration 69Q (17079.770000 sec): 3 clusters
  Score: Raw -1634325.887489 + Penalty 3109.786583 = -1631216.100907
  nChanged 10
		SP:Iteration 70Q (17079.800000 sec): 3 clusters
  Score: Raw -1634327.010899 + Penalty 3109.786583 = -1631217.224317
  nChanged 12
		SP:Iteration 71Q (17079.830000 sec): 3 clusters
  Score: Raw -1634329.461488 + Penalty 3109.786583 = -1631219.674905
  nChanged 18
		SP:Iteration 72Q (17079.860000 sec): 3 clusters
  Score: Raw -1634332.910687 + Penalty 3109.786583 = -1631223.124105
  nChanged 11
		SP:Iteration 73Q (17079.890000 sec): 3 clusters
  Score: Raw -1634334.616916 + Penalty 3109.786583 = -1631224.830333
  nChanged 8
		SP:Iteration 74Q (17079.920000 sec): 3 clusters
  Score: Raw -1634335.813436 + Penalty 3109.786583 = -1631226.026853
  nChanged 7
		SP:Iteration 75Q (17079.950000 sec): 3 clusters
  Score: Raw -1634336.935841 + Penalty 3109.786583 = -1631227.149258
  nChanged 11
		SP:Iteration 76Q (17079.980000 sec): 3 clusters
  Score: Raw -1634338.401200 + Penalty 3109.786583 = -1631228.614618
  nChanged 7
		SP:Iteration 77Q (17080.010000 sec): 3 clusters
  Score: Raw -1634339.421949 + Penalty 3109.786583 = -1631229.635367
  nChanged 4
		SP:Iteration 78Q (17080.040000 sec): 3 clusters
  Score: Raw -1634340.193989 + Penalty 3109.786583 = -1631230.407406
  nChanged 8
		SP:Iteration 79Q (17080.070000 sec): 3 clusters
  Score: Raw -1634341.459527 + Penalty 3109.786583 = -1631231.672944
  nChanged 15
		SP:Iteration 80F (17080.100000 sec): 3 clusters
  Score: Raw -1634343.225554 + Penalty 3109.786583 = -1631233.438971
  nChanged 14
		SP:Iteration 81Q (17080.130000 sec): 3 clusters
  Score: Raw -1634345.208961 + Penalty 3109.786583 = -1631235.422378
  nChanged 11
		SP:Iteration 82Q (17080.160000 sec): 3 clusters
  Score: Raw -1634347.052666 + Penalty 3109.786583 = -1631237.266083
  nChanged 17
		SP:Iteration 83Q (17080.190000 sec): 3 clusters
  Score: Raw -1634349.494460 + Penalty 3109.786583 = -1631239.707877
  nChanged 15
		SP:Iteration 84Q (17080.220000 sec): 3 clusters
  Score: Raw -1634351.948442 + Penalty 3109.786583 = -1631242.161860
  nChanged 12
		SP:Iteration 85Q (17080.250000 sec): 3 clusters
  Score: Raw -1634353.553866 + Penalty 3109.786583 = -1631243.767283
  nChanged 8
		SP:Iteration 86Q (17080.280000 sec): 3 clusters
  Score: Raw -1634354.951006 + Penalty 3109.786583 = -1631245.164424
  nChanged 12
		SP:Iteration 87Q (17080.310000 sec): 3 clusters
  Score: Raw -1634356.819353 + Penalty 3109.786583 = -1631247.032770
  nChanged 12
		SP:Iteration 88Q (17080.340000 sec): 3 clusters
  Score: Raw -1634358.485230 + Penalty 3109.786583 = -1631248.698647
  nChanged 10
		SP:Iteration 89Q (17080.360000 sec): 3 clusters
  Score: Raw -1634359.637059 + Penalty 3109.786583 = -1631249.850476
  nChanged 8
		SP:Iteration 90Q (17080.390000 sec): 3 clusters
  Score: Raw -1634360.830433 + Penalty 3109.786583 = -1631251.043850
  nChanged 6
		SP:Iteration 91Q (17080.420000 sec): 3 clusters
  Score: Raw -1634361.429716 + Penalty 3109.786583 = -1631251.643133
  nChanged 4
		SP:Iteration 92Q (17080.450000 sec): 3 clusters
  Score: Raw -1634361.895847 + Penalty 3109.786583 = -1631252.109264
  nChanged 3
		SP:Iteration 93Q (17080.480000 sec): 3 clusters
  Score: Raw -1634362.404125 + Penalty 3109.786583 = -1631252.617542
  nChanged 5
		SP:Iteration 94Q (17080.500000 sec): 3 clusters
  Score: Raw -1634362.907260 + Penalty 3109.786583 = -1631253.120678
  nChanged 4
		SP:Iteration 95Q (17080.530000 sec): 3 clusters
  Score: Raw -1634363.318878 + Penalty 3109.786583 = -1631253.532296
  nChanged 2
		SP:Iteration 96Q (17080.560000 sec): 3 clusters
  Score: Raw -1634363.435545 + Penalty 3109.786583 = -1631253.648962
  nChanged 1
		SP:Iteration 97Q (17080.590000 sec): 3 clusters
  Score: Raw -1634363.495862 + Penalty 3109.786583 = -1631253.709279
  nChanged 3
		SP:Iteration 98Q (17080.620000 sec): 3 clusters
  Score: Raw -1634363.924920 + Penalty 3109.786583 = -1631254.138337
  nChanged 3
		SP:Iteration 99Q (17080.650000 sec): 3 clusters
  Score: Raw -1634364.341610 + Penalty 3109.786583 = -1631254.555028
  nChanged 4
		SP:Iteration 100F (17080.680000 sec): 3 clusters
  Score: Raw -1634364.809591 + Penalty 3109.786583 = -1631255.023008
  nChanged 3
		SP:Iteration 101Q (17080.710000 sec): 3 clusters
  Score: Raw -1634365.149393 + Penalty 3109.786583 = -1631255.362810
  nChanged 5
		SP:Iteration 102Q (17080.740000 sec): 3 clusters
  Score: Raw -1634365.728011 + Penalty 3109.786583 = -1631255.941428
  nChanged 9
		SP:Iteration 103Q (17080.770000 sec): 3 clusters
  Score: Raw -1634367.392297 + Penalty 3109.786583 = -1631257.605714
  nChanged 10
		SP:Iteration 104Q (17080.800000 sec): 3 clusters
  Score: Raw -1634368.830738 + Penalty 3109.786583 = -1631259.044155
  nChanged 14
		SP:Iteration 105Q (17080.820000 sec): 3 clusters
  Score: Raw -1634370.948597 + Penalty 3109.786583 = -1631261.162014
  nChanged 11
		SP:Iteration 106Q (17080.860000 sec): 3 clusters
  Score: Raw -1634372.463707 + Penalty 3109.786583 = -1631262.677124
  nChanged 13
		SP:Iteration 107Q (17080.880000 sec): 3 clusters
  Score: Raw -1634374.213168 + Penalty 3109.786583 = -1631264.426585
  nChanged 9
		SP:Iteration 108Q (17080.910000 sec): 3 clusters
  Score: Raw -1634375.450140 + Penalty 3109.786583 = -1631265.663558
  nChanged 8
		SP:Iteration 109Q (17080.940000 sec): 3 clusters
  Score: Raw -1634376.563679 + Penalty 3109.786583 = -1631266.777096
  nChanged 7
		SP:Iteration 110Q (17080.970000 sec): 3 clusters
  Score: Raw -1634377.636218 + Penalty 3109.786583 = -1631267.849635
  nChanged 12
		SP:Iteration 111Q (17081.000000 sec): 3 clusters
  Score: Raw -1634379.163720 + Penalty 3109.786583 = -1631269.377137
  nChanged 10
		SP:Iteration 112Q (17081.030000 sec): 3 clusters
  Score: Raw -1634380.595427 + Penalty 3109.786583 = -1631270.808845
  nChanged 10
		SP:Iteration 113Q (17081.060000 sec): 3 clusters
  Score: Raw -1634382.175884 + Penalty 3109.786583 = -1631272.389302
  nChanged 11
		SP:Iteration 114Q (17081.090000 sec): 3 clusters
  Score: Raw -1634383.725267 + Penalty 3109.786583 = -1631273.938684
  nChanged 8
		SP:Iteration 115Q (17081.120000 sec): 3 clusters
  Score: Raw -1634384.810596 + Penalty 3109.786583 = -1631275.024013
  nChanged 6
		SP:Iteration 116Q (17081.150000 sec): 3 clusters
  Score: Raw -1634385.546867 + Penalty 3109.786583 = -1631275.760284
  nChanged 4
		SP:Iteration 117Q (17081.180000 sec): 3 clusters
  Score: Raw -1634386.179152 + Penalty 3109.786583 = -1631276.392570
  nChanged 7
		SP:Iteration 118Q (17081.210000 sec): 3 clusters
  Score: Raw -1634387.617577 + Penalty 3109.786583 = -1631277.830995
  nChanged 11
		SP:Iteration 119Q (17081.240000 sec): 3 clusters
  Score: Raw -1634389.243348 + Penalty 3109.786583 = -1631279.456765
  nChanged 11
		SP:Iteration 120F (17081.270000 sec): 3 clusters
  Score: Raw -1634390.709796 + Penalty 3109.786583 = -1631280.923213
  nChanged 6
		SP:Iteration 121Q (17081.300000 sec): 3 clusters
  Score: Raw -1634391.555042 + Penalty 3109.786583 = -1631281.768459
  nChanged 6
		SP:Iteration 122Q (17081.330000 sec): 3 clusters
  Score: Raw -1634392.300843 + Penalty 3109.786583 = -1631282.514261
  nChanged 4
		SP:Iteration 123Q (17081.360000 sec): 3 clusters
  Score: Raw -1634392.712290 + Penalty 3109.786583 = -1631282.925707
  nChanged 2
		SP:Iteration 124Q (17081.390000 sec): 3 clusters
  Score: Raw -1634392.985665 + Penalty 3109.786583 = -1631283.199082
  nChanged 1
		SP:Iteration 125Q (17081.420000 sec): 3 clusters
  Score: Raw -1634393.166681 + Penalty 3109.786583 = -1631283.380099
  nChanged 2
		SP:Iteration 126Q (17081.440000 sec): 3 clusters
  Score: Raw -1634393.449585 + Penalty 3109.786583 = -1631283.663003
  nChanged 4
		SP:Iteration 127Q (17081.470000 sec): 3 clusters
  Score: Raw -1634393.918052 + Penalty 3109.786583 = -1631284.131470
  nChanged 6
		SP:Iteration 128Q (17081.500000 sec): 3 clusters
  Score: Raw -1634394.723749 + Penalty 3109.786583 = -1631284.937166
  nChanged 5
		SP:Iteration 129Q (17081.530000 sec): 3 clusters
  Score: Raw -1634395.302643 + Penalty 3109.786583 = -1631285.516060
  nChanged 7
		SP:Iteration 130Q (17081.560000 sec): 3 clusters
  Score: Raw -1634396.042684 + Penalty 3109.786583 = -1631286.256102
  nChanged 6
		SP:Iteration 131Q (17081.590000 sec): 3 clusters
  Score: Raw -1634396.874359 + Penalty 3109.786583 = -1631287.087777
  nChanged 4
		SP:Iteration 132Q (17081.620000 sec): 3 clusters
  Score: Raw -1634397.337144 + Penalty 3109.786583 = -1631287.550561
  nChanged 2
		SP:Iteration 133Q (17081.650000 sec): 3 clusters
  Score: Raw -1634397.523781 + Penalty 3109.786583 = -1631287.737198
  nChanged 4
		SP:Iteration 134Q (17081.680000 sec): 3 clusters
  Score: Raw -1634397.786240 + Penalty 3109.786583 = -1631287.999657
  nChanged 2
		SP:Iteration 135Q (17081.710000 sec): 3 clusters
  Score: Raw -1634398.024572 + Penalty 3109.786583 = -1631288.237990
  nChanged 2
		SP:Iteration 136Q (17081.740000 sec): 3 clusters
  Score: Raw -1634398.243764 + Penalty 3109.786583 = -1631288.457181
  nChanged 3
		SP:Iteration 137Q (17081.770000 sec): 3 clusters
  Score: Raw -1634398.614591 + Penalty 3109.786583 = -1631288.828008
  nChanged 6
		SP:Iteration 138Q (17081.800000 sec): 3 clusters
  Score: Raw -1634399.662540 + Penalty 3109.786583 = -1631289.875958
  nChanged 4
		SP:Iteration 139Q (17081.830000 sec): 3 clusters
  Score: Raw -1634400.144569 + Penalty 3109.786583 = -1631290.357987
  nChanged 2
		SP:Iteration 140F (17081.870000 sec): 3 clusters
  Score: Raw -1634400.306557 + Penalty 3109.786583 = -1631290.519974
  nChanged 1
		SP:Iteration 141Q (17081.900000 sec): 3 clusters
  Score: Raw -1634400.364496 + Penalty 3109.786583 = -1631290.577914
  nChanged 1
		SP:Iteration 142Q (17081.930000 sec): 3 clusters
  Score: Raw -1634400.430403 + Penalty 3109.786583 = -1631290.643821
  nChanged 0
		SP:Iteration 143F (17081.960000 sec): 3 clusters
  Score: Raw -1634400.430403 + Penalty 3109.786583 = -1631290.643821
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 34 (2061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17081.980000 sec): 2 clusters
  Score: Raw -242124.176885 + Penalty 1240.028819 = -240884.148066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17081.980000 sec): 3 clusters
  Score: Raw -241232.383386 + Penalty 2480.057639 = -238752.325747
  nChanged 756
		SP:Iteration 1F (17081.990000 sec): 3 clusters
  Score: Raw -241686.181897 + Penalty 2480.057639 = -239206.124258
  nChanged 141
		SP:Iteration 2F (17081.990000 sec): 3 clusters
  Score: Raw -241789.256771 + Penalty 2480.057639 = -239309.199132
  nChanged 82
		SP:Iteration 3Q (17082.000000 sec): 3 clusters
  Score: Raw -241853.797700 + Penalty 2480.057639 = -239373.740061
  nChanged 64
		SP:Iteration 4Q (17082.000000 sec): 3 clusters
  Score: Raw -241890.253571 + Penalty 2480.057639 = -239410.195932
  nChanged 42
		SP:Iteration 5Q (17082.000000 sec): 3 clusters
  Score: Raw -241909.170610 + Penalty 2480.057639 = -239429.112971
  nChanged 23
		SP:Iteration 6Q (17082.010000 sec): 3 clusters
  Score: Raw -241920.835218 + Penalty 2480.057639 = -239440.777579
  nChanged 20
		SP:Iteration 7Q (17082.020000 sec): 3 clusters
  Score: Raw -241930.538858 + Penalty 2480.057639 = -239450.481220
  nChanged 18
		SP:Iteration 8Q (17082.020000 sec): 3 clusters
  Score: Raw -241938.302114 + Penalty 2480.057639 = -239458.244475
  nChanged 15
		SP:Iteration 9Q (17082.020000 sec): 3 clusters
  Score: Raw -241946.550537 + Penalty 2480.057639 = -239466.492898
  nChanged 19
		SP:Iteration 10Q (17082.030000 sec): 3 clusters
  Score: Raw -241956.560823 + Penalty 2480.057639 = -239476.503185
  nChanged 18
		SP:Iteration 11Q (17082.040000 sec): 3 clusters
  Score: Raw -241964.548901 + Penalty 2480.057639 = -239484.491262
  nChanged 11
		SP:Iteration 12Q (17082.040000 sec): 3 clusters
  Score: Raw -241968.321669 + Penalty 2480.057639 = -239488.264031
  nChanged 7
		SP:Iteration 13Q (17082.040000 sec): 3 clusters
  Score: Raw -241972.399192 + Penalty 2480.057639 = -239492.341553
  nChanged 11
		SP:Iteration 14Q (17082.050000 sec): 3 clusters
  Score: Raw -241977.877621 + Penalty 2480.057639 = -239497.819982
  nChanged 9
		SP:Iteration 15Q (17082.060000 sec): 3 clusters
  Score: Raw -241981.915548 + Penalty 2480.057639 = -239501.857909
  nChanged 6
		SP:Iteration 16Q (17082.060000 sec): 3 clusters
  Score: Raw -241984.698433 + Penalty 2480.057639 = -239504.640794
  nChanged 5
		SP:Iteration 17Q (17082.060000 sec): 3 clusters
  Score: Raw -241986.392864 + Penalty 2480.057639 = -239506.335225
  nChanged 2
		SP:Iteration 18Q (17082.070000 sec): 3 clusters
  Score: Raw -241987.726782 + Penalty 2480.057639 = -239507.669143
  nChanged 3
		SP:Iteration 19Q (17082.080000 sec): 3 clusters
  Score: Raw -241988.781656 + Penalty 2480.057639 = -239508.724017
  nChanged 1
		SP:Iteration 20F (17082.080000 sec): 3 clusters
  Score: Raw -241989.385624 + Penalty 2480.057639 = -239509.327985
  nChanged 2
		SP:Iteration 21Q (17082.080000 sec): 3 clusters
  Score: Raw -241989.683171 + Penalty 2480.057639 = -239509.625533
  nChanged 1
		SP:Iteration 22Q (17082.090000 sec): 3 clusters
  Score: Raw -241990.087522 + Penalty 2480.057639 = -239510.029883
  nChanged 1
		SP:Iteration 23Q (17082.090000 sec): 3 clusters
  Score: Raw -241990.246681 + Penalty 2480.057639 = -239510.189042
  nChanged 2
		SP:Iteration 24Q (17082.100000 sec): 3 clusters
  Score: Raw -241990.629727 + Penalty 2480.057639 = -239510.572088
  nChanged 1
		SP:Iteration 25Q (17082.100000 sec): 3 clusters
  Score: Raw -241991.003268 + Penalty 2480.057639 = -239510.945630
  nChanged 1
		SP:Iteration 26Q (17082.110000 sec): 3 clusters
  Score: Raw -241991.377270 + Penalty 2480.057639 = -239511.319631
  nChanged 3
		SP:Iteration 27Q (17082.110000 sec): 3 clusters
  Score: Raw -241993.620962 + Penalty 2480.057639 = -239513.563324
  nChanged 5
		SP:Iteration 28Q (17082.120000 sec): 3 clusters
  Score: Raw -241995.836159 + Penalty 2480.057639 = -239515.778520
  nChanged 2
		SP:Iteration 29Q (17082.120000 sec): 3 clusters
  Score: Raw -241996.706632 + Penalty 2480.057639 = -239516.648994
  nChanged 4
		SP:Iteration 30Q (17082.130000 sec): 3 clusters
  Score: Raw -241998.545612 + Penalty 2480.057639 = -239518.487973
  nChanged 3
		SP:Iteration 31Q (17082.130000 sec): 3 clusters
  Score: Raw -241999.645754 + Penalty 2480.057639 = -239519.588115
  nChanged 4
		SP:Iteration 32Q (17082.140000 sec): 3 clusters
  Score: Raw -242001.156993 + Penalty 2480.057639 = -239521.099354
  nChanged 2
		SP:Iteration 33Q (17082.140000 sec): 3 clusters
  Score: Raw -242001.631913 + Penalty 2480.057639 = -239521.574274
  nChanged 1
		SP:Iteration 34Q (17082.150000 sec): 3 clusters
  Score: Raw -242001.696704 + Penalty 2480.057639 = -239521.639065
  nChanged 0
		SP:Iteration 35F (17082.150000 sec): 3 clusters
  Score: Raw -242001.696704 + Penalty 2480.057639 = -239521.639065
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 35 (6738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17082.170000 sec): 2 clusters
  Score: Raw -761221.829429 + Penalty 1432.521744 = -759789.307685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17082.190000 sec): 3 clusters
  Score: Raw -757521.715049 + Penalty 2865.043488 = -754656.671561
  nChanged 2823
		SP:Iteration 1F (17082.210000 sec): 3 clusters
  Score: Raw -759131.205639 + Penalty 2865.043488 = -756266.162151
  nChanged 546
		SP:Iteration 2F (17082.220000 sec): 3 clusters
  Score: Raw -759463.150002 + Penalty 2865.043488 = -756598.106514
  nChanged 427
		SP:Iteration 3F (17082.240000 sec): 3 clusters
  Score: Raw -759734.441618 + Penalty 2865.043488 = -756869.398130
  nChanged 370
		SP:Iteration 4F (17082.260000 sec): 3 clusters
  Score: Raw -759972.688423 + Penalty 2865.043488 = -757107.644936
  nChanged 352
		SP:Iteration 5F (17082.270000 sec): 3 clusters
  Score: Raw -760216.753620 + Penalty 2865.043488 = -757351.710132
  nChanged 329
		SP:Iteration 6Q (17082.290000 sec): 3 clusters
  Score: Raw -760449.429744 + Penalty 2865.043488 = -757584.386256
  nChanged 296
		SP:Iteration 7Q (17082.300000 sec): 3 clusters
  Score: Raw -760672.761198 + Penalty 2865.043488 = -757807.717710
  nChanged 234
		SP:Iteration 8Q (17082.320000 sec): 3 clusters
  Score: Raw -760825.083779 + Penalty 2865.043488 = -757960.040291
  nChanged 203
		SP:Iteration 9Q (17082.340000 sec): 3 clusters
  Score: Raw -760949.662496 + Penalty 2865.043488 = -758084.619009
  nChanged 152
		SP:Iteration 10Q (17082.350000 sec): 3 clusters
  Score: Raw -761026.228383 + Penalty 2865.043488 = -758161.184895
  nChanged 119
		SP:Iteration 11Q (17082.370000 sec): 3 clusters
  Score: Raw -761080.520435 + Penalty 2865.043488 = -758215.476947
  nChanged 115
		SP:Iteration 12Q (17082.380000 sec): 3 clusters
  Score: Raw -761130.842615 + Penalty 2865.043488 = -758265.799127
  nChanged 81
		SP:Iteration 13Q (17082.400000 sec): 3 clusters
  Score: Raw -761165.222899 + Penalty 2865.043488 = -758300.179412
  nChanged 56
		SP:Iteration 14Q (17082.410000 sec): 3 clusters
  Score: Raw -761189.721040 + Penalty 2865.043488 = -758324.677552
  nChanged 56
		SP:Iteration 15Q (17082.430000 sec): 3 clusters
  Score: Raw -761209.271005 + Penalty 2865.043488 = -758344.227517
  nChanged 36
		SP:Iteration 16Q (17082.440000 sec): 3 clusters
  Score: Raw -761222.472794 + Penalty 2865.043488 = -758357.429306
  nChanged 31
		SP:Iteration 17Q (17082.460000 sec): 3 clusters
  Score: Raw -761231.269045 + Penalty 2865.043488 = -758366.225557
  nChanged 24
		SP:Iteration 18Q (17082.470000 sec): 3 clusters
  Score: Raw -761236.790618 + Penalty 2865.043488 = -758371.747130
  nChanged 21
		SP:Iteration 19Q (17082.490000 sec): 3 clusters
  Score: Raw -761241.367573 + Penalty 2865.043488 = -758376.324086
  nChanged 15
		SP:Iteration 20F (17082.500000 sec): 3 clusters
  Score: Raw -761245.982164 + Penalty 2865.043488 = -758380.938676
  nChanged 12
		SP:Iteration 21Q (17082.520000 sec): 3 clusters
  Score: Raw -761248.098290 + Penalty 2865.043488 = -758383.054803
  nChanged 8
		SP:Iteration 22Q (17082.530000 sec): 3 clusters
  Score: Raw -761249.658214 + Penalty 2865.043488 = -758384.614726
  nChanged 9
		SP:Iteration 23Q (17082.550000 sec): 3 clusters
  Score: Raw -761252.561663 + Penalty 2865.043488 = -758387.518175
  nChanged 9
		SP:Iteration 24Q (17082.560000 sec): 3 clusters
  Score: Raw -761255.320653 + Penalty 2865.043488 = -758390.277166
  nChanged 11
		SP:Iteration 25Q (17082.580000 sec): 3 clusters
  Score: Raw -761258.050833 + Penalty 2865.043488 = -758393.007345
  nChanged 7
		SP:Iteration 26Q (17082.590000 sec): 3 clusters
  Score: Raw -761259.145289 + Penalty 2865.043488 = -758394.101802
  nChanged 6
		SP:Iteration 27Q (17082.600000 sec): 3 clusters
  Score: Raw -761260.329002 + Penalty 2865.043488 = -758395.285514
  nChanged 8
		SP:Iteration 28Q (17082.620000 sec): 3 clusters
  Score: Raw -761261.501958 + Penalty 2865.043488 = -758396.458470
  nChanged 4
		SP:Iteration 29Q (17082.640000 sec): 3 clusters
  Score: Raw -761262.199524 + Penalty 2865.043488 = -758397.156037
  nChanged 4
		SP:Iteration 30Q (17082.650000 sec): 3 clusters
  Score: Raw -761262.876631 + Penalty 2865.043488 = -758397.833143
  nChanged 4
		SP:Iteration 31Q (17082.660000 sec): 3 clusters
  Score: Raw -761263.144488 + Penalty 2865.043488 = -758398.101000
  nChanged 1
		SP:Iteration 32Q (17082.680000 sec): 3 clusters
  Score: Raw -761263.206877 + Penalty 2865.043488 = -758398.163389
  nChanged 0
		SP:Iteration 33F (17082.690000 sec): 3 clusters
  Score: Raw -761263.206877 + Penalty 2865.043488 = -758398.163389
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 36 (1609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17082.700000 sec): 2 clusters
  Score: Raw -179802.831245 + Penalty 1199.797324 = -178603.033921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17082.710000 sec): 3 clusters
  Score: Raw -179194.127676 + Penalty 2399.594648 = -176794.533028
  nChanged 545
		SP:Iteration 1F (17082.710000 sec): 3 clusters
  Score: Raw -179632.195738 + Penalty 2399.594648 = -177232.601090
  nChanged 157
		SP:Iteration 2F (17082.720000 sec): 3 clusters
  Score: Raw -179797.161720 + Penalty 2399.594648 = -177397.567072
  nChanged 110
		SP:Iteration 3F (17082.720000 sec): 3 clusters
  Score: Raw -179969.204002 + Penalty 2399.594648 = -177569.609354
  nChanged 85
		SP:Iteration 4F (17082.720000 sec): 3 clusters
  Score: Raw -180158.183336 + Penalty 2399.594648 = -177758.588688
  nChanged 71
		SP:Iteration 5Q (17082.730000 sec): 3 clusters
  Score: Raw -180358.104665 + Penalty 2399.594648 = -177958.510018
  nChanged 80
		SP:Iteration 6Q (17082.730000 sec): 3 clusters
  Score: Raw -180456.114922 + Penalty 2399.594648 = -178056.520274
  nChanged 54
		SP:Iteration 7Q (17082.740000 sec): 3 clusters
  Score: Raw -180509.196118 + Penalty 2399.594648 = -178109.601470
  nChanged 31
		SP:Iteration 8Q (17082.740000 sec): 3 clusters
  Score: Raw -180537.477430 + Penalty 2399.594648 = -178137.882783
  nChanged 21
		SP:Iteration 9Q (17082.740000 sec): 3 clusters
  Score: Raw -180551.737151 + Penalty 2399.594648 = -178152.142503
  nChanged 14
		SP:Iteration 10Q (17082.750000 sec): 3 clusters
  Score: Raw -180563.691131 + Penalty 2399.594648 = -178164.096483
  nChanged 12
		SP:Iteration 11Q (17082.750000 sec): 3 clusters
  Score: Raw -180571.034763 + Penalty 2399.594648 = -178171.440115
  nChanged 3
		SP:Iteration 12Q (17082.760000 sec): 3 clusters
  Score: Raw -180572.408268 + Penalty 2399.594648 = -178172.813620
  nChanged 2
		SP:Iteration 13Q (17082.760000 sec): 3 clusters
  Score: Raw -180574.582336 + Penalty 2399.594648 = -178174.987688
  nChanged 2
		SP:Iteration 14Q (17082.760000 sec): 3 clusters
  Score: Raw -180576.622784 + Penalty 2399.594648 = -178177.028136
  nChanged 1
		SP:Iteration 15Q (17082.760000 sec): 3 clusters
  Score: Raw -180578.014578 + Penalty 2399.594648 = -178178.419930
  nChanged 2
		SP:Iteration 16Q (17082.770000 sec): 3 clusters
  Score: Raw -180578.912987 + Penalty 2399.594648 = -178179.318339
  nChanged 1
		SP:Iteration 17Q (17082.770000 sec): 3 clusters
  Score: Raw -180579.516945 + Penalty 2399.594648 = -178179.922297
  nChanged 2
		SP:Iteration 18Q (17082.780000 sec): 3 clusters
  Score: Raw -180580.242017 + Penalty 2399.594648 = -178180.647370
  nChanged 2
		SP:Iteration 19Q (17082.780000 sec): 3 clusters
  Score: Raw -180581.044384 + Penalty 2399.594648 = -178181.449736
  nChanged 2
		SP:Iteration 20F (17082.780000 sec): 3 clusters
  Score: Raw -180582.531277 + Penalty 2399.594648 = -178182.936629
  nChanged 3
		SP:Iteration 21Q (17082.790000 sec): 3 clusters
  Score: Raw -180584.735330 + Penalty 2399.594648 = -178185.140682
  nChanged 3
		SP:Iteration 22Q (17082.790000 sec): 3 clusters
  Score: Raw -180589.218037 + Penalty 2399.594648 = -178189.623389
  nChanged 2
		SP:Iteration 23Q (17082.800000 sec): 3 clusters
  Score: Raw -180591.711820 + Penalty 2399.594648 = -178192.117172
  nChanged 3
		SP:Iteration 24Q (17082.800000 sec): 3 clusters
  Score: Raw -180593.812512 + Penalty 2399.594648 = -178194.217864
  nChanged 1
		SP:Iteration 25Q (17082.800000 sec): 3 clusters
  Score: Raw -180594.454815 + Penalty 2399.594648 = -178194.860167
  nChanged 4
		SP:Iteration 26Q (17082.800000 sec): 3 clusters
  Score: Raw -180597.589633 + Penalty 2399.594648 = -178197.994985
  nChanged 4
		SP:Iteration 27Q (17082.810000 sec): 3 clusters
  Score: Raw -180600.901695 + Penalty 2399.594648 = -178201.307047
  nChanged 5
		SP:Iteration 28Q (17082.810000 sec): 3 clusters
  Score: Raw -180604.741724 + Penalty 2399.594648 = -178205.147077
  nChanged 4
		SP:Iteration 29Q (17082.820000 sec): 3 clusters
  Score: Raw -180608.260377 + Penalty 2399.594648 = -178208.665730
  nChanged 2
		SP:Iteration 30Q (17082.820000 sec): 3 clusters
  Score: Raw -180610.751043 + Penalty 2399.594648 = -178211.156395
  nChanged 2
		SP:Iteration 31Q (17082.820000 sec): 3 clusters
  Score: Raw -180613.768175 + Penalty 2399.594648 = -178214.173527
  nChanged 4
		SP:Iteration 32Q (17082.830000 sec): 3 clusters
  Score: Raw -180617.058084 + Penalty 2399.594648 = -178217.463436
  nChanged 2
		SP:Iteration 33Q (17082.830000 sec): 3 clusters
  Score: Raw -180620.256782 + Penalty 2399.594648 = -178220.662134
  nChanged 4
		SP:Iteration 34Q (17082.840000 sec): 3 clusters
  Score: Raw -180625.563547 + Penalty 2399.594648 = -178225.968899
  nChanged 2
		SP:Iteration 35Q (17082.840000 sec): 3 clusters
  Score: Raw -180627.650326 + Penalty 2399.594648 = -178228.055678
  nChanged 2
		SP:Iteration 36Q (17082.840000 sec): 3 clusters
  Score: Raw -180629.728271 + Penalty 2399.594648 = -178230.133623
  nChanged 2
		SP:Iteration 37Q (17082.850000 sec): 3 clusters
  Score: Raw -180631.247720 + Penalty 2399.594648 = -178231.653073
  nChanged 2
		SP:Iteration 38Q (17082.850000 sec): 3 clusters
  Score: Raw -180633.097827 + Penalty 2399.594648 = -178233.503179
  nChanged 2
		SP:Iteration 39Q (17082.850000 sec): 3 clusters
  Score: Raw -180634.625793 + Penalty 2399.594648 = -178235.031145
  nChanged 0
		SP:Iteration 40F (17082.860000 sec): 3 clusters
  Score: Raw -180634.625793 + Penalty 2399.594648 = -178235.031145
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 37 (12290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17082.900000 sec): 2 clusters
  Score: Raw -1403759.552088 + Penalty 1530.187945 = -1402229.364143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17082.920000 sec): 3 clusters
  Score: Raw -1396773.951425 + Penalty 3060.375891 = -1393713.575535
  nChanged 5384
		SP:Iteration 1F (17082.960000 sec): 3 clusters
  Score: Raw -1399686.202048 + Penalty 3060.375891 = -1396625.826157
  nChanged 828
		SP:Iteration 2F (17082.980000 sec): 3 clusters
  Score: Raw -1400201.770956 + Penalty 3060.375891 = -1397141.395066
  nChanged 907
		SP:Iteration 3F (17083.020000 sec): 3 clusters
  Score: Raw -1400842.992087 + Penalty 3060.375891 = -1397782.616196
  nChanged 933
		SP:Iteration 4F (17083.050000 sec): 3 clusters
  Score: Raw -1401541.298785 + Penalty 3060.375891 = -1398480.922895
  nChanged 917
		SP:Iteration 5F (17083.080000 sec): 3 clusters
  Score: Raw -1402192.183227 + Penalty 3060.375891 = -1399131.807336
  nChanged 795
		SP:Iteration 6F (17083.110000 sec): 3 clusters
  Score: Raw -1402712.626705 + Penalty 3060.375891 = -1399652.250814
  nChanged 586
		SP:Iteration 7Q (17083.140000 sec): 3 clusters
  Score: Raw -1403061.350985 + Penalty 3060.375891 = -1400000.975094
  nChanged 440
		SP:Iteration 8Q (17083.170000 sec): 3 clusters
  Score: Raw -1403314.738725 + Penalty 3060.375891 = -1400254.362834
  nChanged 324
		SP:Iteration 9Q (17083.200000 sec): 3 clusters
  Score: Raw -1403488.675816 + Penalty 3060.375891 = -1400428.299925
  nChanged 250
		SP:Iteration 10Q (17083.230000 sec): 3 clusters
  Score: Raw -1403621.836618 + Penalty 3060.375891 = -1400561.460727
  nChanged 205
		SP:Iteration 11Q (17083.260000 sec): 3 clusters
  Score: Raw -1403735.281819 + Penalty 3060.375891 = -1400674.905928
  nChanged 177
		SP:Iteration 12Q (17083.280000 sec): 3 clusters
  Score: Raw -1403850.978802 + Penalty 3060.375891 = -1400790.602911
  nChanged 157
		SP:Iteration 13Q (17083.310000 sec): 3 clusters
  Score: Raw -1403960.198853 + Penalty 3060.375891 = -1400899.822962
  nChanged 138
		SP:Iteration 14Q (17083.340000 sec): 3 clusters
  Score: Raw -1404062.633419 + Penalty 3060.375891 = -1401002.257529
  nChanged 119
		SP:Iteration 15Q (17083.370000 sec): 3 clusters
  Score: Raw -1404148.675306 + Penalty 3060.375891 = -1401088.299415
  nChanged 113
		SP:Iteration 16Q (17083.400000 sec): 3 clusters
  Score: Raw -1404241.034034 + Penalty 3060.375891 = -1401180.658143
  nChanged 123
		SP:Iteration 17Q (17083.420000 sec): 3 clusters
  Score: Raw -1404312.110111 + Penalty 3060.375891 = -1401251.734220
  nChanged 93
		SP:Iteration 18Q (17083.440000 sec): 3 clusters
  Score: Raw -1404369.071666 + Penalty 3060.375891 = -1401308.695776
  nChanged 86
		SP:Iteration 19Q (17083.470000 sec): 3 clusters
  Score: Raw -1404422.628519 + Penalty 3060.375891 = -1401362.252628
  nChanged 64
		SP:Iteration 20F (17083.500000 sec): 3 clusters
  Score: Raw -1404467.721282 + Penalty 3060.375891 = -1401407.345391
  nChanged 70
		SP:Iteration 21Q (17083.520000 sec): 3 clusters
  Score: Raw -1404515.005001 + Penalty 3060.375891 = -1401454.629110
  nChanged 62
		SP:Iteration 22Q (17083.550000 sec): 3 clusters
  Score: Raw -1404545.017872 + Penalty 3060.375891 = -1401484.641981
  nChanged 43
		SP:Iteration 23Q (17083.570000 sec): 3 clusters
  Score: Raw -1404567.279700 + Penalty 3060.375891 = -1401506.903809
  nChanged 42
		SP:Iteration 24Q (17083.600000 sec): 3 clusters
  Score: Raw -1404584.566473 + Penalty 3060.375891 = -1401524.190582
  nChanged 34
		SP:Iteration 25Q (17083.620000 sec): 3 clusters
  Score: Raw -1404596.416070 + Penalty 3060.375891 = -1401536.040179
  nChanged 25
		SP:Iteration 26Q (17083.640000 sec): 3 clusters
  Score: Raw -1404603.057817 + Penalty 3060.375891 = -1401542.681926
  nChanged 16
		SP:Iteration 27Q (17083.670000 sec): 3 clusters
  Score: Raw -1404607.823559 + Penalty 3060.375891 = -1401547.447668
  nChanged 20
		SP:Iteration 28Q (17083.690000 sec): 3 clusters
  Score: Raw -1404613.224088 + Penalty 3060.375891 = -1401552.848198
  nChanged 22
		SP:Iteration 29Q (17083.720000 sec): 3 clusters
  Score: Raw -1404620.264201 + Penalty 3060.375891 = -1401559.888310
  nChanged 19
		SP:Iteration 30Q (17083.740000 sec): 3 clusters
  Score: Raw -1404626.063072 + Penalty 3060.375891 = -1401565.687181
  nChanged 17
		SP:Iteration 31Q (17083.760000 sec): 3 clusters
  Score: Raw -1404629.686708 + Penalty 3060.375891 = -1401569.310817
  nChanged 16
		SP:Iteration 32Q (17083.790000 sec): 3 clusters
  Score: Raw -1404633.576702 + Penalty 3060.375891 = -1401573.200811
  nChanged 13
		SP:Iteration 33Q (17083.810000 sec): 3 clusters
  Score: Raw -1404638.822166 + Penalty 3060.375891 = -1401578.446275
  nChanged 13
		SP:Iteration 34Q (17083.840000 sec): 3 clusters
  Score: Raw -1404642.758749 + Penalty 3060.375891 = -1401582.382858
  nChanged 8
		SP:Iteration 35Q (17083.860000 sec): 3 clusters
  Score: Raw -1404644.937972 + Penalty 3060.375891 = -1401584.562082
  nChanged 8
		SP:Iteration 36Q (17083.880000 sec): 3 clusters
  Score: Raw -1404648.362314 + Penalty 3060.375891 = -1401587.986424
  nChanged 13
		SP:Iteration 37Q (17083.910000 sec): 3 clusters
  Score: Raw -1404651.828799 + Penalty 3060.375891 = -1401591.452908
  nChanged 7
		SP:Iteration 38Q (17083.930000 sec): 3 clusters
  Score: Raw -1404653.435803 + Penalty 3060.375891 = -1401593.059912
  nChanged 4
		SP:Iteration 39Q (17083.950000 sec): 3 clusters
  Score: Raw -1404654.760536 + Penalty 3060.375891 = -1401594.384645
  nChanged 8
		SP:Iteration 40F (17083.980000 sec): 3 clusters
  Score: Raw -1404656.570340 + Penalty 3060.375891 = -1401596.194450
  nChanged 5
		SP:Iteration 41Q (17084.010000 sec): 3 clusters
  Score: Raw -1404657.782798 + Penalty 3060.375891 = -1401597.406908
  nChanged 7
		SP:Iteration 42Q (17084.030000 sec): 3 clusters
  Score: Raw -1404659.530525 + Penalty 3060.375891 = -1401599.154634
  nChanged 9
		SP:Iteration 43Q (17084.050000 sec): 3 clusters
  Score: Raw -1404661.843207 + Penalty 3060.375891 = -1401601.467317
  nChanged 6
		SP:Iteration 44Q (17084.070000 sec): 3 clusters
  Score: Raw -1404663.300691 + Penalty 3060.375891 = -1401602.924800
  nChanged 4
		SP:Iteration 45Q (17084.100000 sec): 3 clusters
  Score: Raw -1404664.591879 + Penalty 3060.375891 = -1401604.215988
  nChanged 3
		SP:Iteration 46Q (17084.120000 sec): 3 clusters
  Score: Raw -1404665.316522 + Penalty 3060.375891 = -1401604.940632
  nChanged 1
		SP:Iteration 47Q (17084.150000 sec): 3 clusters
  Score: Raw -1404665.567749 + Penalty 3060.375891 = -1401605.191858
  nChanged 1
		SP:Iteration 48Q (17084.170000 sec): 3 clusters
  Score: Raw -1404666.483916 + Penalty 3060.375891 = -1401606.108025
  nChanged 1
		SP:Iteration 49Q (17084.190000 sec): 3 clusters
  Score: Raw -1404667.527586 + Penalty 3060.375891 = -1401607.151695
  nChanged 3
		SP:Iteration 50Q (17084.210000 sec): 3 clusters
  Score: Raw -1404669.181966 + Penalty 3060.375891 = -1401608.806075
  nChanged 2
		SP:Iteration 51Q (17084.240000 sec): 3 clusters
  Score: Raw -1404669.941168 + Penalty 3060.375891 = -1401609.565277
  nChanged 1
		SP:Iteration 52Q (17084.260000 sec): 3 clusters
  Score: Raw -1404670.147639 + Penalty 3060.375891 = -1401609.771748
  nChanged 1
		SP:Iteration 53Q (17084.280000 sec): 3 clusters
  Score: Raw -1404670.644800 + Penalty 3060.375891 = -1401610.268909
  nChanged 0
		SP:Iteration 54F (17084.310000 sec): 3 clusters
  Score: Raw -1404670.644800 + Penalty 3060.375891 = -1401610.268909
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 38 (1599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17084.330000 sec): 2 clusters
  Score: Raw -152443.386722 + Penalty 1198.784228 = -151244.602494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17084.330000 sec): 3 clusters
  Score: Raw -151858.999945 + Penalty 2397.568457 = -149461.431488
  nChanged 543
		SP:Iteration 1F (17084.330000 sec): 3 clusters
  Score: Raw -152586.878043 + Penalty 2397.568457 = -150189.309586
  nChanged 190
		SP:Iteration 2F (17084.340000 sec): 3 clusters
  Score: Raw -152958.910866 + Penalty 2397.568457 = -150561.342410
  nChanged 134
		SP:Iteration 3F (17084.340000 sec): 3 clusters
  Score: Raw -153176.866685 + Penalty 2397.568457 = -150779.298228
  nChanged 87
		SP:Iteration 4F (17084.350000 sec): 3 clusters
  Score: Raw -153291.004268 + Penalty 2397.568457 = -150893.435811
  nChanged 52
		SP:Iteration 5Q (17084.350000 sec): 3 clusters
  Score: Raw -153356.153390 + Penalty 2397.568457 = -150958.584934
  nChanged 41
		SP:Iteration 6Q (17084.350000 sec): 3 clusters
  Score: Raw -153402.162231 + Penalty 2397.568457 = -151004.593774
  nChanged 26
		SP:Iteration 7Q (17084.350000 sec): 3 clusters
  Score: Raw -153421.367477 + Penalty 2397.568457 = -151023.799020
  nChanged 17
		SP:Iteration 8Q (17084.360000 sec): 3 clusters
  Score: Raw -153435.896171 + Penalty 2397.568457 = -151038.327714
  nChanged 9
		SP:Iteration 9Q (17084.360000 sec): 3 clusters
  Score: Raw -153446.483747 + Penalty 2397.568457 = -151048.915290
  nChanged 9
		SP:Iteration 10Q (17084.370000 sec): 3 clusters
  Score: Raw -153454.308483 + Penalty 2397.568457 = -151056.740027
  nChanged 6
		SP:Iteration 11Q (17084.370000 sec): 3 clusters
  Score: Raw -153458.932874 + Penalty 2397.568457 = -151061.364417
  nChanged 5
		SP:Iteration 12Q (17084.370000 sec): 3 clusters
  Score: Raw -153468.631235 + Penalty 2397.568457 = -151071.062779
  nChanged 7
		SP:Iteration 13Q (17084.380000 sec): 3 clusters
  Score: Raw -153474.609988 + Penalty 2397.568457 = -151077.041531
  nChanged 4
		SP:Iteration 14Q (17084.380000 sec): 3 clusters
  Score: Raw -153477.782592 + Penalty 2397.568457 = -151080.214135
  nChanged 7
		SP:Iteration 15Q (17084.380000 sec): 3 clusters
  Score: Raw -153483.386420 + Penalty 2397.568457 = -151085.817963
  nChanged 2
		SP:Iteration 16Q (17084.390000 sec): 3 clusters
  Score: Raw -153484.330722 + Penalty 2397.568457 = -151086.762265
  nChanged 0
		SP:Iteration 17F (17084.390000 sec): 3 clusters
  Score: Raw -153484.330722 + Penalty 2397.568457 = -151086.762265
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 39 (10284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17084.420000 sec): 2 clusters
  Score: Raw -1174629.647367 + Penalty 1501.230992 = -1173128.416375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17084.450000 sec): 3 clusters
  Score: Raw -1168788.527063 + Penalty 3002.461985 = -1165786.065079
  nChanged 4511
		SP:Iteration 1F (17084.470000 sec): 3 clusters
  Score: Raw -1171242.430892 + Penalty 3002.461985 = -1168239.968907
  nChanged 668
		SP:Iteration 2F (17084.500000 sec): 3 clusters
  Score: Raw -1171619.957310 + Penalty 3002.461985 = -1168617.495325
  nChanged 600
		SP:Iteration 3F (17084.520000 sec): 3 clusters
  Score: Raw -1172064.053718 + Penalty 3002.461985 = -1169061.591733
  nChanged 644
		SP:Iteration 4F (17084.550000 sec): 3 clusters
  Score: Raw -1172569.419220 + Penalty 3002.461985 = -1169566.957235
  nChanged 652
		SP:Iteration 5F (17084.570000 sec): 3 clusters
  Score: Raw -1173122.116963 + Penalty 3002.461985 = -1170119.654978
  nChanged 652
		SP:Iteration 6F (17084.600000 sec): 3 clusters
  Score: Raw -1173745.842659 + Penalty 3002.461985 = -1170743.380674
  nChanged 633
		SP:Iteration 7F (17084.620000 sec): 3 clusters
  Score: Raw -1174341.746580 + Penalty 3002.461985 = -1171339.284596
  nChanged 571
		SP:Iteration 8F (17084.650000 sec): 3 clusters
  Score: Raw -1174859.957577 + Penalty 3002.461985 = -1171857.495592
  nChanged 455
		SP:Iteration 9Q (17084.670000 sec): 3 clusters
  Score: Raw -1175202.318596 + Penalty 3002.461985 = -1172199.856612
  nChanged 328
		SP:Iteration 10Q (17084.690000 sec): 3 clusters
  Score: Raw -1175401.580785 + Penalty 3002.461985 = -1172399.118800
  nChanged 195
		SP:Iteration 11Q (17084.710000 sec): 3 clusters
  Score: Raw -1175492.114537 + Penalty 3002.461985 = -1172489.652553
  nChanged 144
		SP:Iteration 12Q (17084.740000 sec): 3 clusters
  Score: Raw -1175549.952018 + Penalty 3002.461985 = -1172547.490033
  nChanged 106
		SP:Iteration 13Q (17084.760000 sec): 3 clusters
  Score: Raw -1175579.229689 + Penalty 3002.461985 = -1172576.767704
  nChanged 71
		SP:Iteration 14Q (17084.780000 sec): 3 clusters
  Score: Raw -1175593.017675 + Penalty 3002.461985 = -1172590.555691
  nChanged 40
		SP:Iteration 15Q (17084.810000 sec): 3 clusters
  Score: Raw -1175599.991115 + Penalty 3002.461985 = -1172597.529130
  nChanged 27
		SP:Iteration 16Q (17084.830000 sec): 3 clusters
  Score: Raw -1175604.277674 + Penalty 3002.461985 = -1172601.815689
  nChanged 21
		SP:Iteration 17Q (17084.850000 sec): 3 clusters
  Score: Raw -1175607.421230 + Penalty 3002.461985 = -1172604.959245
  nChanged 15
		SP:Iteration 18Q (17084.870000 sec): 3 clusters
  Score: Raw -1175609.237108 + Penalty 3002.461985 = -1172606.775123
  nChanged 14
		SP:Iteration 19Q (17084.890000 sec): 3 clusters
  Score: Raw -1175611.442676 + Penalty 3002.461985 = -1172608.980692
  nChanged 11
		SP:Iteration 20F (17084.920000 sec): 3 clusters
  Score: Raw -1175613.014621 + Penalty 3002.461985 = -1172610.552637
  nChanged 13
		SP:Iteration 21Q (17084.940000 sec): 3 clusters
  Score: Raw -1175615.047344 + Penalty 3002.461985 = -1172612.585359
  nChanged 13
		SP:Iteration 22Q (17084.960000 sec): 3 clusters
  Score: Raw -1175616.530014 + Penalty 3002.461985 = -1172614.068029
  nChanged 7
		SP:Iteration 23Q (17084.980000 sec): 3 clusters
  Score: Raw -1175617.205594 + Penalty 3002.461985 = -1172614.743609
  nChanged 8
		SP:Iteration 24Q (17085.010000 sec): 3 clusters
  Score: Raw -1175617.910771 + Penalty 3002.461985 = -1172615.448787
  nChanged 1
		SP:Iteration 25Q (17085.030000 sec): 3 clusters
  Score: Raw -1175618.180694 + Penalty 3002.461985 = -1172615.718709
  nChanged 2
		SP:Iteration 26Q (17085.050000 sec): 3 clusters
  Score: Raw -1175618.408223 + Penalty 3002.461985 = -1172615.946239
  nChanged 2
		SP:Iteration 27Q (17085.070000 sec): 3 clusters
  Score: Raw -1175618.612416 + Penalty 3002.461985 = -1172616.150431
  nChanged 0
		SP:Iteration 28F (17085.100000 sec): 3 clusters
  Score: Raw -1175618.612416 + Penalty 3002.461985 = -1172616.150431
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 40 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17085.120000 sec): 2 clusters
  Score: Raw -573006.761289 + Penalty 1385.467638 = -571621.293651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17085.130000 sec): 3 clusters
  Score: Raw -570410.149250 + Penalty 2770.935277 = -567639.213974
  nChanged 2015
		SP:Iteration 1F (17085.140000 sec): 3 clusters
  Score: Raw -571535.558982 + Penalty 2770.935277 = -568764.623706
  nChanged 352
		SP:Iteration 2F (17085.150000 sec): 3 clusters
  Score: Raw -571712.618437 + Penalty 2770.935277 = -568941.683160
  nChanged 244
		SP:Iteration 3Q (17085.170000 sec): 3 clusters
  Score: Raw -571840.983440 + Penalty 2770.935277 = -569070.048164
  nChanged 227
		SP:Iteration 4Q (17085.180000 sec): 3 clusters
  Score: Raw -571943.683012 + Penalty 2770.935277 = -569172.747736
  nChanged 171
		SP:Iteration 5Q (17085.190000 sec): 3 clusters
  Score: Raw -572015.512209 + Penalty 2770.935277 = -569244.576932
  nChanged 155
		SP:Iteration 6Q (17085.200000 sec): 3 clusters
  Score: Raw -572087.119824 + Penalty 2770.935277 = -569316.184548
  nChanged 167
		SP:Iteration 7Q (17085.210000 sec): 3 clusters
  Score: Raw -572171.294399 + Penalty 2770.935277 = -569400.359122
  nChanged 177
		SP:Iteration 8Q (17085.230000 sec): 3 clusters
  Score: Raw -572261.956365 + Penalty 2770.935277 = -569491.021088
  nChanged 173
		SP:Iteration 9Q (17085.240000 sec): 3 clusters
  Score: Raw -572353.885302 + Penalty 2770.935277 = -569582.950026
  nChanged 166
		SP:Iteration 10Q (17085.250000 sec): 3 clusters
  Score: Raw -572440.330960 + Penalty 2770.935277 = -569669.395684
  nChanged 158
		SP:Iteration 11Q (17085.260000 sec): 3 clusters
  Score: Raw -572530.331860 + Penalty 2770.935277 = -569759.396583
  nChanged 168
		SP:Iteration 12Q (17085.270000 sec): 3 clusters
  Score: Raw -572625.744502 + Penalty 2770.935277 = -569854.809226
  nChanged 168
		SP:Iteration 13Q (17085.290000 sec): 3 clusters
  Score: Raw -572730.213687 + Penalty 2770.935277 = -569959.278410
  nChanged 149
		SP:Iteration 14Q (17085.300000 sec): 3 clusters
  Score: Raw -572822.098423 + Penalty 2770.935277 = -570051.163147
  nChanged 137
		SP:Iteration 15Q (17085.310000 sec): 3 clusters
  Score: Raw -572910.029493 + Penalty 2770.935277 = -570139.094216
  nChanged 114
		SP:Iteration 16Q (17085.320000 sec): 3 clusters
  Score: Raw -572977.383311 + Penalty 2770.935277 = -570206.448034
  nChanged 86
		SP:Iteration 17Q (17085.330000 sec): 3 clusters
  Score: Raw -573031.875807 + Penalty 2770.935277 = -570260.940531
  nChanged 68
		SP:Iteration 18Q (17085.350000 sec): 3 clusters
  Score: Raw -573076.959471 + Penalty 2770.935277 = -570306.024194
  nChanged 61
		SP:Iteration 19Q (17085.360000 sec): 3 clusters
  Score: Raw -573114.350721 + Penalty 2770.935277 = -570343.415445
  nChanged 43
		SP:Iteration 20F (17085.370000 sec): 3 clusters
  Score: Raw -573138.328499 + Penalty 2770.935277 = -570367.393222
  nChanged 31
		SP:Iteration 21Q (17085.380000 sec): 3 clusters
  Score: Raw -573155.762035 + Penalty 2770.935277 = -570384.826758
  nChanged 25
		SP:Iteration 22Q (17085.390000 sec): 3 clusters
  Score: Raw -573167.951387 + Penalty 2770.935277 = -570397.016111
  nChanged 16
		SP:Iteration 23Q (17085.410000 sec): 3 clusters
  Score: Raw -573178.710384 + Penalty 2770.935277 = -570407.775108
  nChanged 17
		SP:Iteration 24Q (17085.420000 sec): 3 clusters
  Score: Raw -573192.306572 + Penalty 2770.935277 = -570421.371295
  nChanged 14
		SP:Iteration 25Q (17085.430000 sec): 3 clusters
  Score: Raw -573202.432269 + Penalty 2770.935277 = -570431.496993
  nChanged 11
		SP:Iteration 26Q (17085.440000 sec): 3 clusters
  Score: Raw -573210.361377 + Penalty 2770.935277 = -570439.426100
  nChanged 11
		SP:Iteration 27Q (17085.450000 sec): 3 clusters
  Score: Raw -573218.766050 + Penalty 2770.935277 = -570447.830774
  nChanged 10
		SP:Iteration 28Q (17085.460000 sec): 3 clusters
  Score: Raw -573227.086553 + Penalty 2770.935277 = -570456.151277
  nChanged 8
		SP:Iteration 29Q (17085.470000 sec): 3 clusters
  Score: Raw -573232.026234 + Penalty 2770.935277 = -570461.090958
  nChanged 6
		SP:Iteration 30Q (17085.490000 sec): 3 clusters
  Score: Raw -573235.810782 + Penalty 2770.935277 = -570464.875505
  nChanged 3
		SP:Iteration 31Q (17085.500000 sec): 3 clusters
  Score: Raw -573237.720291 + Penalty 2770.935277 = -570466.785015
  nChanged 1
		SP:Iteration 32Q (17085.510000 sec): 3 clusters
  Score: Raw -573238.103737 + Penalty 2770.935277 = -570467.168461
  nChanged 0
		SP:Iteration 33F (17085.520000 sec): 3 clusters
  Score: Raw -573238.103737 + Penalty 2770.935277 = -570467.168461
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 41 (6820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17085.540000 sec): 2 clusters
  Score: Raw -769056.452758 + Penalty 1434.487397 = -767621.965361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17085.560000 sec): 3 clusters
  Score: Raw -765357.940179 + Penalty 2868.974794 = -762488.965385
  nChanged 2878
		SP:Iteration 1F (17085.570000 sec): 3 clusters
  Score: Raw -766965.841009 + Penalty 2868.974794 = -764096.866215
  nChanged 471
		SP:Iteration 2F (17085.590000 sec): 3 clusters
  Score: Raw -767260.768036 + Penalty 2868.974794 = -764391.793242
  nChanged 420
		SP:Iteration 3F (17085.610000 sec): 3 clusters
  Score: Raw -767567.044101 + Penalty 2868.974794 = -764698.069307
  nChanged 406
		SP:Iteration 4F (17085.630000 sec): 3 clusters
  Score: Raw -767881.061005 + Penalty 2868.974794 = -765012.086211
  nChanged 394
		SP:Iteration 5F (17085.640000 sec): 3 clusters
  Score: Raw -768212.540027 + Penalty 2868.974794 = -765343.565233
  nChanged 375
		SP:Iteration 6F (17085.660000 sec): 3 clusters
  Score: Raw -768552.464013 + Penalty 2868.974794 = -765683.489219
  nChanged 367
		SP:Iteration 7F (17085.670000 sec): 3 clusters
  Score: Raw -768917.769755 + Penalty 2868.974794 = -766048.794961
  nChanged 361
		SP:Iteration 8F (17085.690000 sec): 3 clusters
  Score: Raw -769319.135913 + Penalty 2868.974794 = -766450.161119
  nChanged 353
		SP:Iteration 9F (17085.710000 sec): 3 clusters
  Score: Raw -769756.634301 + Penalty 2868.974794 = -766887.659507
  nChanged 288
		SP:Iteration 10Q (17085.720000 sec): 3 clusters
  Score: Raw -770024.452045 + Penalty 2868.974794 = -767155.477251
  nChanged 188
		SP:Iteration 11Q (17085.740000 sec): 3 clusters
  Score: Raw -770141.859966 + Penalty 2868.974794 = -767272.885172
  nChanged 101
		SP:Iteration 12Q (17085.750000 sec): 3 clusters
  Score: Raw -770192.909232 + Penalty 2868.974794 = -767323.934438
  nChanged 64
		SP:Iteration 13Q (17085.770000 sec): 3 clusters
  Score: Raw -770217.931288 + Penalty 2868.974794 = -767348.956494
  nChanged 56
		SP:Iteration 14Q (17085.780000 sec): 3 clusters
  Score: Raw -770235.184665 + Penalty 2868.974794 = -767366.209871
  nChanged 41
		SP:Iteration 15Q (17085.790000 sec): 3 clusters
  Score: Raw -770246.281206 + Penalty 2868.974794 = -767377.306412
  nChanged 28
		SP:Iteration 16Q (17085.810000 sec): 3 clusters
  Score: Raw -770252.528934 + Penalty 2868.974794 = -767383.554140
  nChanged 12
		SP:Iteration 17Q (17085.820000 sec): 3 clusters
  Score: Raw -770254.635364 + Penalty 2868.974794 = -767385.660569
  nChanged 4
		SP:Iteration 18Q (17085.840000 sec): 3 clusters
  Score: Raw -770255.338569 + Penalty 2868.974794 = -767386.363775
  nChanged 3
		SP:Iteration 19Q (17085.850000 sec): 3 clusters
  Score: Raw -770255.786943 + Penalty 2868.974794 = -767386.812149
  nChanged 4
		SP:Iteration 20F (17085.870000 sec): 3 clusters
  Score: Raw -770256.454576 + Penalty 2868.974794 = -767387.479782
  nChanged 3
		SP:Iteration 21Q (17085.880000 sec): 3 clusters
  Score: Raw -770256.889014 + Penalty 2868.974794 = -767387.914220
  nChanged 4
		SP:Iteration 22Q (17085.900000 sec): 3 clusters
  Score: Raw -770257.244081 + Penalty 2868.974794 = -767388.269287
  nChanged 0
		SP:Iteration 23F (17085.910000 sec): 3 clusters
  Score: Raw -770257.244081 + Penalty 2868.974794 = -767388.269287
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 42 (5937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17085.930000 sec): 2 clusters
  Score: Raw -665126.705511 + Penalty 1411.955876 = -663714.749636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17085.940000 sec): 3 clusters
  Score: Raw -661991.676547 + Penalty 2823.911751 = -659167.764796
  nChanged 2454
		SP:Iteration 1F (17085.960000 sec): 3 clusters
  Score: Raw -663483.537811 + Penalty 2823.911751 = -660659.626060
  nChanged 471
		SP:Iteration 2F (17085.970000 sec): 3 clusters
  Score: Raw -663820.539947 + Penalty 2823.911751 = -660996.628196
  nChanged 403
		SP:Iteration 3F (17085.990000 sec): 3 clusters
  Score: Raw -664092.916776 + Penalty 2823.911751 = -661269.005025
  nChanged 339
		SP:Iteration 4F (17086.000000 sec): 3 clusters
  Score: Raw -664310.458295 + Penalty 2823.911751 = -661486.546544
  nChanged 298
		SP:Iteration 5F (17086.010000 sec): 3 clusters
  Score: Raw -664531.437458 + Penalty 2823.911751 = -661707.525707
  nChanged 308
		SP:Iteration 6F (17086.030000 sec): 3 clusters
  Score: Raw -664790.836698 + Penalty 2823.911751 = -661966.924947
  nChanged 334
		SP:Iteration 7F (17086.050000 sec): 3 clusters
  Score: Raw -665111.996073 + Penalty 2823.911751 = -662288.084322
  nChanged 300
		SP:Iteration 8F (17086.060000 sec): 3 clusters
  Score: Raw -665403.619627 + Penalty 2823.911751 = -662579.707876
  nChanged 269
		SP:Iteration 9Q (17086.070000 sec): 3 clusters
  Score: Raw -665703.864623 + Penalty 2823.911751 = -662879.952872
  nChanged 214
		SP:Iteration 10Q (17086.090000 sec): 3 clusters
  Score: Raw -665927.117820 + Penalty 2823.911751 = -663103.206069
  nChanged 144
		SP:Iteration 11Q (17086.100000 sec): 3 clusters
  Score: Raw -666061.868395 + Penalty 2823.911751 = -663237.956644
  nChanged 109
		SP:Iteration 12Q (17086.110000 sec): 3 clusters
  Score: Raw -666130.429913 + Penalty 2823.911751 = -663306.518162
  nChanged 81
		SP:Iteration 13Q (17086.130000 sec): 3 clusters
  Score: Raw -666171.700438 + Penalty 2823.911751 = -663347.788687
  nChanged 57
		SP:Iteration 14Q (17086.140000 sec): 3 clusters
  Score: Raw -666195.460002 + Penalty 2823.911751 = -663371.548250
  nChanged 32
		SP:Iteration 15Q (17086.150000 sec): 3 clusters
  Score: Raw -666204.688033 + Penalty 2823.911751 = -663380.776282
  nChanged 20
		SP:Iteration 16Q (17086.160000 sec): 3 clusters
  Score: Raw -666209.797722 + Penalty 2823.911751 = -663385.885971
  nChanged 18
		SP:Iteration 17Q (17086.170000 sec): 3 clusters
  Score: Raw -666214.260475 + Penalty 2823.911751 = -663390.348724
  nChanged 16
		SP:Iteration 18Q (17086.190000 sec): 3 clusters
  Score: Raw -666217.995926 + Penalty 2823.911751 = -663394.084175
  nChanged 8
		SP:Iteration 19Q (17086.200000 sec): 3 clusters
  Score: Raw -666219.823934 + Penalty 2823.911751 = -663395.912183
  nChanged 6
		SP:Iteration 20F (17086.210000 sec): 3 clusters
  Score: Raw -666220.798139 + Penalty 2823.911751 = -663396.886388
  nChanged 7
		SP:Iteration 21Q (17086.230000 sec): 3 clusters
  Score: Raw -666222.087300 + Penalty 2823.911751 = -663398.175548
  nChanged 5
		SP:Iteration 22Q (17086.240000 sec): 3 clusters
  Score: Raw -666223.205486 + Penalty 2823.911751 = -663399.293735
  nChanged 9
		SP:Iteration 23Q (17086.250000 sec): 3 clusters
  Score: Raw -666224.909581 + Penalty 2823.911751 = -663400.997830
  nChanged 7
		SP:Iteration 24Q (17086.260000 sec): 3 clusters
  Score: Raw -666226.466146 + Penalty 2823.911751 = -663402.554395
  nChanged 6
		SP:Iteration 25Q (17086.270000 sec): 3 clusters
  Score: Raw -666227.257849 + Penalty 2823.911751 = -663403.346097
  nChanged 3
		SP:Iteration 26Q (17086.290000 sec): 3 clusters
  Score: Raw -666227.726002 + Penalty 2823.911751 = -663403.814251
  nChanged 2
		SP:Iteration 27Q (17086.300000 sec): 3 clusters
  Score: Raw -666228.175272 + Penalty 2823.911751 = -663404.263521
  nChanged 3
		SP:Iteration 28Q (17086.310000 sec): 3 clusters
  Score: Raw -666228.815240 + Penalty 2823.911751 = -663404.903489
  nChanged 0
		SP:Iteration 29F (17086.330000 sec): 3 clusters
  Score: Raw -666228.815240 + Penalty 2823.911751 = -663404.903489
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 43 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17086.330000 sec): 2 clusters
  Score: Raw -17362.753808 + Penalty 842.039827 = -16520.713981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17086.330000 sec): 3 clusters
  Score: Raw -17554.669915 + Penalty 1684.079654 = -15870.590261
  nChanged 29
		SP:Iteration 1F (17086.330000 sec): 3 clusters
  Score: Raw -17683.416401 + Penalty 1684.079654 = -15999.336747
  nChanged 10
		SP:Iteration 2F (17086.330000 sec): 3 clusters
  Score: Raw -17727.389944 + Penalty 1684.079654 = -16043.310290
  nChanged 2
		SP:Iteration 3Q (17086.330000 sec): 3 clusters
  Score: Raw -17731.517672 + Penalty 1684.079654 = -16047.438018
  nChanged 1
		SP:Iteration 4Q (17086.330000 sec): 3 clusters
  Score: Raw -17736.252434 + Penalty 1684.079654 = -16052.172780
  nChanged 0
		SP:Iteration 5F (17086.330000 sec): 3 clusters
  Score: Raw -17736.252434 + Penalty 1684.079654 = -16052.172780
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 44 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17086.350000 sec): 2 clusters
  Score: Raw -229511.042119 + Penalty 1248.478265 = -228262.563854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17086.350000 sec): 3 clusters
  Score: Raw -228547.793834 + Penalty 2496.956530 = -226050.837304
  nChanged 792
		SP:Iteration 1F (17086.360000 sec): 3 clusters
  Score: Raw -229071.025720 + Penalty 2496.956530 = -226574.069190
  nChanged 178
		SP:Iteration 2F (17086.360000 sec): 3 clusters
  Score: Raw -229209.980324 + Penalty 2496.956530 = -226713.023794
  nChanged 119
		SP:Iteration 3F (17086.370000 sec): 3 clusters
  Score: Raw -229329.447358 + Penalty 2496.956530 = -226832.490828
  nChanged 108
		SP:Iteration 4Q (17086.370000 sec): 3 clusters
  Score: Raw -229440.058261 + Penalty 2496.956530 = -226943.101730
  nChanged 88
		SP:Iteration 5Q (17086.380000 sec): 3 clusters
  Score: Raw -229530.025891 + Penalty 2496.956530 = -227033.069360
  nChanged 78
		SP:Iteration 6Q (17086.380000 sec): 3 clusters
  Score: Raw -229631.855153 + Penalty 2496.956530 = -227134.898623
  nChanged 86
		SP:Iteration 7Q (17086.390000 sec): 3 clusters
  Score: Raw -229724.042716 + Penalty 2496.956530 = -227227.086185
  nChanged 81
		SP:Iteration 8Q (17086.390000 sec): 3 clusters
  Score: Raw -229789.918341 + Penalty 2496.956530 = -227292.961810
  nChanged 65
		SP:Iteration 9Q (17086.400000 sec): 3 clusters
  Score: Raw -229850.429163 + Penalty 2496.956530 = -227353.472633
  nChanged 54
		SP:Iteration 10Q (17086.400000 sec): 3 clusters
  Score: Raw -229896.400802 + Penalty 2496.956530 = -227399.444272
  nChanged 48
		SP:Iteration 11Q (17086.410000 sec): 3 clusters
  Score: Raw -229936.867699 + Penalty 2496.956530 = -227439.911169
  nChanged 43
		SP:Iteration 12Q (17086.410000 sec): 3 clusters
  Score: Raw -229974.703801 + Penalty 2496.956530 = -227477.747270
  nChanged 34
		SP:Iteration 13Q (17086.420000 sec): 3 clusters
  Score: Raw -230004.707279 + Penalty 2496.956530 = -227507.750749
  nChanged 32
		SP:Iteration 14Q (17086.420000 sec): 3 clusters
  Score: Raw -230028.125788 + Penalty 2496.956530 = -227531.169258
  nChanged 29
		SP:Iteration 15Q (17086.430000 sec): 3 clusters
  Score: Raw -230043.070618 + Penalty 2496.956530 = -227546.114088
  nChanged 17
		SP:Iteration 16Q (17086.430000 sec): 3 clusters
  Score: Raw -230053.878441 + Penalty 2496.956530 = -227556.921911
  nChanged 13
		SP:Iteration 17Q (17086.430000 sec): 3 clusters
  Score: Raw -230061.203466 + Penalty 2496.956530 = -227564.246936
  nChanged 19
		SP:Iteration 18Q (17086.440000 sec): 3 clusters
  Score: Raw -230070.119374 + Penalty 2496.956530 = -227573.162844
  nChanged 22
		SP:Iteration 19Q (17086.450000 sec): 3 clusters
  Score: Raw -230082.242932 + Penalty 2496.956530 = -227585.286402
  nChanged 16
		SP:Iteration 20F (17086.450000 sec): 3 clusters
  Score: Raw -230097.276612 + Penalty 2496.956530 = -227600.320081
  nChanged 23
		SP:Iteration 21Q (17086.450000 sec): 3 clusters
  Score: Raw -230109.822724 + Penalty 2496.956530 = -227612.866194
  nChanged 11
		SP:Iteration 22Q (17086.460000 sec): 3 clusters
  Score: Raw -230115.800938 + Penalty 2496.956530 = -227618.844408
  nChanged 6
		SP:Iteration 23Q (17086.470000 sec): 3 clusters
  Score: Raw -230121.069013 + Penalty 2496.956530 = -227624.112483
  nChanged 8
		SP:Iteration 24Q (17086.470000 sec): 3 clusters
  Score: Raw -230124.648827 + Penalty 2496.956530 = -227627.692297
  nChanged 4
		SP:Iteration 25Q (17086.470000 sec): 3 clusters
  Score: Raw -230126.383825 + Penalty 2496.956530 = -227629.427295
  nChanged 2
		SP:Iteration 26Q (17086.480000 sec): 3 clusters
  Score: Raw -230127.757749 + Penalty 2496.956530 = -227630.801219
  nChanged 2
		SP:Iteration 27Q (17086.480000 sec): 3 clusters
  Score: Raw -230128.866265 + Penalty 2496.956530 = -227631.909734
  nChanged 2
		SP:Iteration 28Q (17086.490000 sec): 3 clusters
  Score: Raw -230129.533364 + Penalty 2496.956530 = -227632.576834
  nChanged 2
		SP:Iteration 29Q (17086.490000 sec): 3 clusters
  Score: Raw -230129.912249 + Penalty 2496.956530 = -227632.955719
  nChanged 1
		SP:Iteration 30Q (17086.500000 sec): 3 clusters
  Score: Raw -230130.239118 + Penalty 2496.956530 = -227633.282588
  nChanged 1
		SP:Iteration 31Q (17086.500000 sec): 3 clusters
  Score: Raw -230130.666770 + Penalty 2496.956530 = -227633.710240
  nChanged 2
		SP:Iteration 32Q (17086.510000 sec): 3 clusters
  Score: Raw -230131.375265 + Penalty 2496.956530 = -227634.418735
  nChanged 1
		SP:Iteration 33Q (17086.510000 sec): 3 clusters
  Score: Raw -230131.735629 + Penalty 2496.956530 = -227634.779099
  nChanged 1
		SP:Iteration 34Q (17086.520000 sec): 3 clusters
  Score: Raw -230131.967253 + Penalty 2496.956530 = -227635.010723
  nChanged 0
		SP:Iteration 35F (17086.520000 sec): 3 clusters
  Score: Raw -230131.967253 + Penalty 2496.956530 = -227635.010723
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 45 (621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17086.530000 sec): 2 clusters
  Score: Raw -68445.884274 + Penalty 1045.091301 = -67400.792973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17086.530000 sec): 3 clusters
  Score: Raw -68353.914160 + Penalty 2090.182602 = -66263.731559
  nChanged 171
		SP:Iteration 1F (17086.530000 sec): 3 clusters
  Score: Raw -68578.061851 + Penalty 2090.182602 = -66487.879250
  nChanged 48
		SP:Iteration 2F (17086.530000 sec): 3 clusters
  Score: Raw -68652.208064 + Penalty 2090.182602 = -66562.025462
  nChanged 27
		SP:Iteration 3Q (17086.530000 sec): 3 clusters
  Score: Raw -68686.965595 + Penalty 2090.182602 = -66596.782994
  nChanged 16
		SP:Iteration 4Q (17086.530000 sec): 3 clusters
  Score: Raw -68716.207549 + Penalty 2090.182602 = -66626.024948
  nChanged 13
		SP:Iteration 5Q (17086.540000 sec): 3 clusters
  Score: Raw -68736.913289 + Penalty 2090.182602 = -66646.730687
  nChanged 9
		SP:Iteration 6Q (17086.540000 sec): 3 clusters
  Score: Raw -68749.256901 + Penalty 2090.182602 = -66659.074300
  nChanged 9
		SP:Iteration 7Q (17086.540000 sec): 3 clusters
  Score: Raw -68764.837648 + Penalty 2090.182602 = -66674.655047
  nChanged 6
		SP:Iteration 8Q (17086.540000 sec): 3 clusters
  Score: Raw -68781.219481 + Penalty 2090.182602 = -66691.036880
  nChanged 5
		SP:Iteration 9Q (17086.540000 sec): 3 clusters
  Score: Raw -68789.265987 + Penalty 2090.182602 = -66699.083385
  nChanged 7
		SP:Iteration 10Q (17086.550000 sec): 3 clusters
  Score: Raw -68797.449348 + Penalty 2090.182602 = -66707.266747
  nChanged 4
		SP:Iteration 11Q (17086.550000 sec): 3 clusters
  Score: Raw -68803.085579 + Penalty 2090.182602 = -66712.902977
  nChanged 3
		SP:Iteration 12Q (17086.550000 sec): 3 clusters
  Score: Raw -68807.645119 + Penalty 2090.182602 = -66717.462517
  nChanged 2
		SP:Iteration 13Q (17086.550000 sec): 3 clusters
  Score: Raw -68812.215028 + Penalty 2090.182602 = -66722.032427
  nChanged 0
		SP:Iteration 14F (17086.550000 sec): 3 clusters
  Score: Raw -68812.215028 + Penalty 2090.182602 = -66722.032427
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 46 (6036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17086.570000 sec): 2 clusters
  Score: Raw -641220.157797 + Penalty 1414.643233 = -639805.514564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17086.590000 sec): 3 clusters
  Score: Raw -638005.413256 + Penalty 2829.286466 = -635176.126789
  nChanged 2544
		SP:Iteration 1F (17086.600000 sec): 3 clusters
  Score: Raw -639533.292111 + Penalty 2829.286466 = -636704.005644
  nChanged 506
		SP:Iteration 2F (17086.610000 sec): 3 clusters
  Score: Raw -639938.836156 + Penalty 2829.286466 = -637109.549690
  nChanged 443
		SP:Iteration 3F (17086.630000 sec): 3 clusters
  Score: Raw -640347.338457 + Penalty 2829.286466 = -637518.051990
  nChanged 418
		SP:Iteration 4F (17086.650000 sec): 3 clusters
  Score: Raw -640732.657467 + Penalty 2829.286466 = -637903.371001
  nChanged 394
		SP:Iteration 5F (17086.660000 sec): 3 clusters
  Score: Raw -641038.389487 + Penalty 2829.286466 = -638209.103020
  nChanged 277
		SP:Iteration 6Q (17086.670000 sec): 3 clusters
  Score: Raw -641215.743197 + Penalty 2829.286466 = -638386.456731
  nChanged 203
		SP:Iteration 7Q (17086.690000 sec): 3 clusters
  Score: Raw -641316.402315 + Penalty 2829.286466 = -638487.115849
  nChanged 150
		SP:Iteration 8Q (17086.700000 sec): 3 clusters
  Score: Raw -641382.237379 + Penalty 2829.286466 = -638552.950912
  nChanged 110
		SP:Iteration 9Q (17086.720000 sec): 3 clusters
  Score: Raw -641426.878146 + Penalty 2829.286466 = -638597.591680
  nChanged 70
		SP:Iteration 10Q (17086.730000 sec): 3 clusters
  Score: Raw -641449.584995 + Penalty 2829.286466 = -638620.298529
  nChanged 57
		SP:Iteration 11Q (17086.750000 sec): 3 clusters
  Score: Raw -641466.496322 + Penalty 2829.286466 = -638637.209856
  nChanged 48
		SP:Iteration 12Q (17086.760000 sec): 3 clusters
  Score: Raw -641482.180019 + Penalty 2829.286466 = -638652.893552
  nChanged 51
		SP:Iteration 13Q (17086.770000 sec): 3 clusters
  Score: Raw -641500.077059 + Penalty 2829.286466 = -638670.790592
  nChanged 52
		SP:Iteration 14Q (17086.790000 sec): 3 clusters
  Score: Raw -641519.128693 + Penalty 2829.286466 = -638689.842226
  nChanged 46
		SP:Iteration 15Q (17086.800000 sec): 3 clusters
  Score: Raw -641530.903560 + Penalty 2829.286466 = -638701.617094
  nChanged 36
		SP:Iteration 16Q (17086.810000 sec): 3 clusters
  Score: Raw -641539.360739 + Penalty 2829.286466 = -638710.074272
  nChanged 32
		SP:Iteration 17Q (17086.830000 sec): 3 clusters
  Score: Raw -641547.149619 + Penalty 2829.286466 = -638717.863153
  nChanged 26
		SP:Iteration 18Q (17086.840000 sec): 3 clusters
  Score: Raw -641552.457771 + Penalty 2829.286466 = -638723.171305
  nChanged 14
		SP:Iteration 19Q (17086.860000 sec): 3 clusters
  Score: Raw -641555.237033 + Penalty 2829.286466 = -638725.950566
  nChanged 8
		SP:Iteration 20F (17086.870000 sec): 3 clusters
  Score: Raw -641557.901027 + Penalty 2829.286466 = -638728.614561
  nChanged 19
		SP:Iteration 21Q (17086.890000 sec): 3 clusters
  Score: Raw -641562.334200 + Penalty 2829.286466 = -638733.047734
  nChanged 12
		SP:Iteration 22Q (17086.900000 sec): 3 clusters
  Score: Raw -641564.718103 + Penalty 2829.286466 = -638735.431636
  nChanged 10
		SP:Iteration 23Q (17086.910000 sec): 3 clusters
  Score: Raw -641567.082840 + Penalty 2829.286466 = -638737.796374
  nChanged 8
		SP:Iteration 24Q (17086.930000 sec): 3 clusters
  Score: Raw -641569.391165 + Penalty 2829.286466 = -638740.104699
  nChanged 8
		SP:Iteration 25Q (17086.940000 sec): 3 clusters
  Score: Raw -641570.886880 + Penalty 2829.286466 = -638741.600413
  nChanged 10
		SP:Iteration 26Q (17086.960000 sec): 3 clusters
  Score: Raw -641573.309146 + Penalty 2829.286466 = -638744.022679
  nChanged 16
		SP:Iteration 27Q (17086.970000 sec): 3 clusters
  Score: Raw -641576.515674 + Penalty 2829.286466 = -638747.229208
  nChanged 13
		SP:Iteration 28Q (17086.990000 sec): 3 clusters
  Score: Raw -641579.062115 + Penalty 2829.286466 = -638749.775648
  nChanged 14
		SP:Iteration 29Q (17087.000000 sec): 3 clusters
  Score: Raw -641582.578267 + Penalty 2829.286466 = -638753.291800
  nChanged 15
		SP:Iteration 30Q (17087.010000 sec): 3 clusters
  Score: Raw -641585.708916 + Penalty 2829.286466 = -638756.422449
  nChanged 13
		SP:Iteration 31Q (17087.030000 sec): 3 clusters
  Score: Raw -641589.155821 + Penalty 2829.286466 = -638759.869354
  nChanged 10
		SP:Iteration 32Q (17087.040000 sec): 3 clusters
  Score: Raw -641591.050707 + Penalty 2829.286466 = -638761.764241
  nChanged 9
		SP:Iteration 33Q (17087.050000 sec): 3 clusters
  Score: Raw -641592.726339 + Penalty 2829.286466 = -638763.439873
  nChanged 7
		SP:Iteration 34Q (17087.070000 sec): 3 clusters
  Score: Raw -641593.782849 + Penalty 2829.286466 = -638764.496382
  nChanged 9
		SP:Iteration 35Q (17087.080000 sec): 3 clusters
  Score: Raw -641595.569935 + Penalty 2829.286466 = -638766.283469
  nChanged 11
		SP:Iteration 36Q (17087.100000 sec): 3 clusters
  Score: Raw -641597.533144 + Penalty 2829.286466 = -638768.246678
  nChanged 11
		SP:Iteration 37Q (17087.110000 sec): 3 clusters
  Score: Raw -641598.940979 + Penalty 2829.286466 = -638769.654513
  nChanged 4
		SP:Iteration 38Q (17087.130000 sec): 3 clusters
  Score: Raw -641599.419839 + Penalty 2829.286466 = -638770.133373
  nChanged 4
		SP:Iteration 39Q (17087.140000 sec): 3 clusters
  Score: Raw -641599.982124 + Penalty 2829.286466 = -638770.695657
  nChanged 1
		SP:Iteration 40F (17087.150000 sec): 3 clusters
  Score: Raw -641600.157350 + Penalty 2829.286466 = -638770.870883
  nChanged 2
		SP:Iteration 41Q (17087.170000 sec): 3 clusters
  Score: Raw -641600.533405 + Penalty 2829.286466 = -638771.246939
  nChanged 3
		SP:Iteration 42Q (17087.180000 sec): 3 clusters
  Score: Raw -641601.090129 + Penalty 2829.286466 = -638771.803663
  nChanged 4
		SP:Iteration 43Q (17087.190000 sec): 3 clusters
  Score: Raw -641601.613976 + Penalty 2829.286466 = -638772.327509
  nChanged 3
		SP:Iteration 44Q (17087.210000 sec): 3 clusters
  Score: Raw -641601.968612 + Penalty 2829.286466 = -638772.682146
  nChanged 0
		SP:Iteration 45F (17087.220000 sec): 3 clusters
  Score: Raw -641601.968612 + Penalty 2829.286466 = -638772.682146
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 47 (863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17087.230000 sec): 2 clusters
  Score: Raw -98158.862425 + Penalty 1098.567387 = -97060.295038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17087.230000 sec): 3 clusters
  Score: Raw -97890.678001 + Penalty 2197.134775 = -95693.543227
  nChanged 244
		SP:Iteration 1F (17087.240000 sec): 3 clusters
  Score: Raw -98130.491838 + Penalty 2197.134775 = -95933.357063
  nChanged 60
		SP:Iteration 2F (17087.240000 sec): 3 clusters
  Score: Raw -98211.024299 + Penalty 2197.134775 = -96013.889524
  nChanged 37
		SP:Iteration 3Q (17087.240000 sec): 3 clusters
  Score: Raw -98247.719567 + Penalty 2197.134775 = -96050.584793
  nChanged 13
		SP:Iteration 4Q (17087.240000 sec): 3 clusters
  Score: Raw -98261.641232 + Penalty 2197.134775 = -96064.506457
  nChanged 13
		SP:Iteration 5Q (17087.250000 sec): 3 clusters
  Score: Raw -98276.837937 + Penalty 2197.134775 = -96079.703162
  nChanged 7
		SP:Iteration 6Q (17087.250000 sec): 3 clusters
  Score: Raw -98281.642222 + Penalty 2197.134775 = -96084.507447
  nChanged 5
		SP:Iteration 7Q (17087.250000 sec): 3 clusters
  Score: Raw -98285.051697 + Penalty 2197.134775 = -96087.916922
  nChanged 3
		SP:Iteration 8Q (17087.250000 sec): 3 clusters
  Score: Raw -98289.331829 + Penalty 2197.134775 = -96092.197054
  nChanged 2
		SP:Iteration 9Q (17087.250000 sec): 3 clusters
  Score: Raw -98294.862237 + Penalty 2197.134775 = -96097.727463
  nChanged 2
		SP:Iteration 10Q (17087.250000 sec): 3 clusters
  Score: Raw -98295.941860 + Penalty 2197.134775 = -96098.807085
  nChanged 2
		SP:Iteration 11Q (17087.260000 sec): 3 clusters
  Score: Raw -98297.759995 + Penalty 2197.134775 = -96100.625220
  nChanged 3
		SP:Iteration 12Q (17087.260000 sec): 3 clusters
  Score: Raw -98299.721522 + Penalty 2197.134775 = -96102.586748
  nChanged 2
		SP:Iteration 13Q (17087.260000 sec): 3 clusters
  Score: Raw -98301.693841 + Penalty 2197.134775 = -96104.559067
  nChanged 2
		SP:Iteration 14Q (17087.260000 sec): 3 clusters
  Score: Raw -98302.824003 + Penalty 2197.134775 = -96105.689228
  nChanged 0
		SP:Iteration 15F (17087.270000 sec): 3 clusters
  Score: Raw -98302.824003 + Penalty 2197.134775 = -96105.689228
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 48 (1304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17087.270000 sec): 2 clusters
  Score: Raw -131804.855598 + Penalty 1165.643658 = -130639.211940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17087.280000 sec): 3 clusters
  Score: Raw -131328.373022 + Penalty 2331.287316 = -128997.085706
  nChanged 407
		SP:Iteration 1F (17087.280000 sec): 3 clusters
  Score: Raw -131698.768009 + Penalty 2331.287316 = -129367.480693
  nChanged 110
		SP:Iteration 2F (17087.280000 sec): 3 clusters
  Score: Raw -131845.660085 + Penalty 2331.287316 = -129514.372769
  nChanged 83
		SP:Iteration 3F (17087.290000 sec): 3 clusters
  Score: Raw -131941.146300 + Penalty 2331.287316 = -129609.858984
  nChanged 54
		SP:Iteration 4Q (17087.290000 sec): 3 clusters
  Score: Raw -132001.458194 + Penalty 2331.287316 = -129670.170878
  nChanged 40
		SP:Iteration 5Q (17087.290000 sec): 3 clusters
  Score: Raw -132063.017031 + Penalty 2331.287316 = -129731.729715
  nChanged 46
		SP:Iteration 6Q (17087.290000 sec): 3 clusters
  Score: Raw -132119.881284 + Penalty 2331.287316 = -129788.593968
  nChanged 51
		SP:Iteration 7Q (17087.300000 sec): 3 clusters
  Score: Raw -132181.120880 + Penalty 2331.287316 = -129849.833564
  nChanged 35
		SP:Iteration 8Q (17087.300000 sec): 3 clusters
  Score: Raw -132228.532977 + Penalty 2331.287316 = -129897.245660
  nChanged 25
		SP:Iteration 9Q (17087.300000 sec): 3 clusters
  Score: Raw -132267.066795 + Penalty 2331.287316 = -129935.779479
  nChanged 36
		SP:Iteration 10Q (17087.310000 sec): 3 clusters
  Score: Raw -132313.477050 + Penalty 2331.287316 = -129982.189734
  nChanged 28
		SP:Iteration 11Q (17087.310000 sec): 3 clusters
  Score: Raw -132346.413915 + Penalty 2331.287316 = -130015.126599
  nChanged 24
		SP:Iteration 12Q (17087.310000 sec): 3 clusters
  Score: Raw -132376.441089 + Penalty 2331.287316 = -130045.153773
  nChanged 21
		SP:Iteration 13Q (17087.310000 sec): 3 clusters
  Score: Raw -132403.202333 + Penalty 2331.287316 = -130071.915017
  nChanged 22
		SP:Iteration 14Q (17087.320000 sec): 3 clusters
  Score: Raw -132427.836506 + Penalty 2331.287316 = -130096.549189
  nChanged 16
		SP:Iteration 15Q (17087.320000 sec): 3 clusters
  Score: Raw -132462.732579 + Penalty 2331.287316 = -130131.445263
  nChanged 23
		SP:Iteration 16Q (17087.320000 sec): 3 clusters
  Score: Raw -132507.918324 + Penalty 2331.287316 = -130176.631008
  nChanged 25
		SP:Iteration 17Q (17087.330000 sec): 3 clusters
  Score: Raw -132583.087908 + Penalty 2331.287316 = -130251.800592
  nChanged 30
		SP:Iteration 18Q (17087.330000 sec): 3 clusters
  Score: Raw -132644.103409 + Penalty 2331.287316 = -130312.816092
  nChanged 21
		SP:Iteration 19Q (17087.330000 sec): 3 clusters
  Score: Raw -132672.210232 + Penalty 2331.287316 = -130340.922916
  nChanged 8
		SP:Iteration 20F (17087.330000 sec): 3 clusters
  Score: Raw -132679.716780 + Penalty 2331.287316 = -130348.429463
  nChanged 4
		SP:Iteration 21Q (17087.340000 sec): 3 clusters
  Score: Raw -132683.023187 + Penalty 2331.287316 = -130351.735871
  nChanged 3
		SP:Iteration 22Q (17087.340000 sec): 3 clusters
  Score: Raw -132685.002737 + Penalty 2331.287316 = -130353.715420
  nChanged 1
		SP:Iteration 23Q (17087.340000 sec): 3 clusters
  Score: Raw -132685.465806 + Penalty 2331.287316 = -130354.178489
  nChanged 0
		SP:Iteration 24F (17087.350000 sec): 3 clusters
  Score: Raw -132685.465806 + Penalty 2331.287316 = -130354.178489
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 49 (3615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17087.360000 sec): 2 clusters
  Score: Raw -386871.960308 + Penalty 1331.337659 = -385540.622649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17087.370000 sec): 3 clusters
  Score: Raw -385066.808503 + Penalty 2662.675319 = -382404.133184
  nChanged 1466
		SP:Iteration 1F (17087.380000 sec): 3 clusters
  Score: Raw -386068.427768 + Penalty 2662.675319 = -383405.752449
  nChanged 289
		SP:Iteration 2F (17087.390000 sec): 3 clusters
  Score: Raw -386287.025171 + Penalty 2662.675319 = -383624.349852
  nChanged 207
		SP:Iteration 3F (17087.390000 sec): 3 clusters
  Score: Raw -386439.509366 + Penalty 2662.675319 = -383776.834047
  nChanged 159
		SP:Iteration 4Q (17087.400000 sec): 3 clusters
  Score: Raw -386562.047107 + Penalty 2662.675319 = -383899.371788
  nChanged 132
		SP:Iteration 5Q (17087.410000 sec): 3 clusters
  Score: Raw -386650.063897 + Penalty 2662.675319 = -383987.388578
  nChanged 118
		SP:Iteration 6Q (17087.420000 sec): 3 clusters
  Score: Raw -386713.420645 + Penalty 2662.675319 = -384050.745326
  nChanged 104
		SP:Iteration 7Q (17087.430000 sec): 3 clusters
  Score: Raw -386766.577036 + Penalty 2662.675319 = -384103.901718
  nChanged 83
		SP:Iteration 8Q (17087.440000 sec): 3 clusters
  Score: Raw -386814.165199 + Penalty 2662.675319 = -384151.489881
  nChanged 87
		SP:Iteration 9Q (17087.450000 sec): 3 clusters
  Score: Raw -386870.669814 + Penalty 2662.675319 = -384207.994495
  nChanged 93
		SP:Iteration 10Q (17087.450000 sec): 3 clusters
  Score: Raw -386924.052989 + Penalty 2662.675319 = -384261.377670
  nChanged 84
		SP:Iteration 11Q (17087.460000 sec): 3 clusters
  Score: Raw -386984.431701 + Penalty 2662.675319 = -384321.756382
  nChanged 88
		SP:Iteration 12Q (17087.470000 sec): 3 clusters
  Score: Raw -387037.863470 + Penalty 2662.675319 = -384375.188151
  nChanged 73
		SP:Iteration 13Q (17087.480000 sec): 3 clusters
  Score: Raw -387095.585778 + Penalty 2662.675319 = -384432.910459
  nChanged 70
		SP:Iteration 14Q (17087.490000 sec): 3 clusters
  Score: Raw -387137.029101 + Penalty 2662.675319 = -384474.353782
  nChanged 57
		SP:Iteration 15Q (17087.490000 sec): 3 clusters
  Score: Raw -387169.044973 + Penalty 2662.675319 = -384506.369654
  nChanged 44
		SP:Iteration 16Q (17087.500000 sec): 3 clusters
  Score: Raw -387194.274158 + Penalty 2662.675319 = -384531.598839
  nChanged 44
		SP:Iteration 17Q (17087.510000 sec): 3 clusters
  Score: Raw -387212.444914 + Penalty 2662.675319 = -384549.769595
  nChanged 34
		SP:Iteration 18Q (17087.520000 sec): 3 clusters
  Score: Raw -387228.982763 + Penalty 2662.675319 = -384566.307444
  nChanged 31
		SP:Iteration 19Q (17087.530000 sec): 3 clusters
  Score: Raw -387245.167722 + Penalty 2662.675319 = -384582.492403
  nChanged 31
		SP:Iteration 20F (17087.530000 sec): 3 clusters
  Score: Raw -387261.719969 + Penalty 2662.675319 = -384599.044650
  nChanged 30
		SP:Iteration 21Q (17087.540000 sec): 3 clusters
  Score: Raw -387282.342050 + Penalty 2662.675319 = -384619.666731
  nChanged 29
		SP:Iteration 22Q (17087.550000 sec): 3 clusters
  Score: Raw -387296.506857 + Penalty 2662.675319 = -384633.831538
  nChanged 23
		SP:Iteration 23Q (17087.560000 sec): 3 clusters
  Score: Raw -387306.819994 + Penalty 2662.675319 = -384644.144675
  nChanged 28
		SP:Iteration 24Q (17087.570000 sec): 3 clusters
  Score: Raw -387320.697309 + Penalty 2662.675319 = -384658.021990
  nChanged 21
		SP:Iteration 25Q (17087.570000 sec): 3 clusters
  Score: Raw -387329.077539 + Penalty 2662.675319 = -384666.402220
  nChanged 9
		SP:Iteration 26Q (17087.580000 sec): 3 clusters
  Score: Raw -387331.050896 + Penalty 2662.675319 = -384668.375577
  nChanged 5
		SP:Iteration 27Q (17087.590000 sec): 3 clusters
  Score: Raw -387333.078831 + Penalty 2662.675319 = -384670.403512
  nChanged 6
		SP:Iteration 28Q (17087.600000 sec): 3 clusters
  Score: Raw -387335.992493 + Penalty 2662.675319 = -384673.317174
  nChanged 7
		SP:Iteration 29Q (17087.610000 sec): 3 clusters
  Score: Raw -387338.827484 + Penalty 2662.675319 = -384676.152165
  nChanged 6
		SP:Iteration 30Q (17087.610000 sec): 3 clusters
  Score: Raw -387340.549170 + Penalty 2662.675319 = -384677.873851
  nChanged 4
		SP:Iteration 31Q (17087.620000 sec): 3 clusters
  Score: Raw -387341.411156 + Penalty 2662.675319 = -384678.735838
  nChanged 1
		SP:Iteration 32Q (17087.630000 sec): 3 clusters
  Score: Raw -387341.521616 + Penalty 2662.675319 = -384678.846297
  nChanged 0
		SP:Iteration 33F (17087.640000 sec): 3 clusters
  Score: Raw -387341.521616 + Penalty 2662.675319 = -384678.846297
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 50 (74374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17087.860000 sec): 2 clusters
  Score: Raw -8748990.989303 + Penalty 1822.740026 = -8747168.249277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17088.050000 sec): 3 clusters
  Score: Raw -8701026.519891 + Penalty 3645.480052 = -8697381.039839
  nChanged 35412
		SP:Iteration 1F (17088.240000 sec): 3 clusters
  Score: Raw -8721131.134397 + Penalty 3645.480052 = -8717485.654345
  nChanged 2447
		SP:Iteration 2Q (17088.440000 sec): 3 clusters
  Score: Raw -8721649.218269 + Penalty 3645.480052 = -8718003.738217
  nChanged 2359
		SP:Iteration 3Q (17088.640000 sec): 3 clusters
  Score: Raw -8722170.947711 + Penalty 3645.480052 = -8718525.467659
  nChanged 2389
		SP:Iteration 4Q (17088.830000 sec): 3 clusters
  Score: Raw -8722772.275166 + Penalty 3645.480052 = -8719126.795114
  nChanged 2684
		SP:Iteration 5Q (17089.030000 sec): 3 clusters
  Score: Raw -8723620.362287 + Penalty 3645.480052 = -8719974.882236
  nChanged 3338
		SP:Iteration 6Q (17089.230000 sec): 3 clusters
  Score: Raw -8724967.341815 + Penalty 3645.480052 = -8721321.861764
  nChanged 4060
		SP:Iteration 7F (17089.420000 sec): 3 clusters
  Score: Raw -8726927.164569 + Penalty 3645.480052 = -8723281.684518
  nChanged 4637
		SP:Iteration 8F (17089.610000 sec): 3 clusters
  Score: Raw -8729390.746298 + Penalty 3645.480052 = -8725745.266246
  nChanged 4814
		SP:Iteration 9F (17089.800000 sec): 3 clusters
  Score: Raw -8732152.985119 + Penalty 3645.480052 = -8728507.505067
  nChanged 4682
		SP:Iteration 10F (17089.990000 sec): 3 clusters
  Score: Raw -8735042.339814 + Penalty 3645.480052 = -8731396.859762
  nChanged 4306
		SP:Iteration 11F (17090.180000 sec): 3 clusters
  Score: Raw -8737907.796870 + Penalty 3645.480052 = -8734262.316818
  nChanged 3914
		SP:Iteration 12F (17090.370000 sec): 3 clusters
  Score: Raw -8740724.001965 + Penalty 3645.480052 = -8737078.521914
  nChanged 3367
		SP:Iteration 13Q (17090.570000 sec): 3 clusters
  Score: Raw -8743343.209579 + Penalty 3645.480052 = -8739697.729527
  nChanged 2724
		SP:Iteration 14Q (17090.760000 sec): 3 clusters
  Score: Raw -8745668.770068 + Penalty 3645.480052 = -8742023.290016
  nChanged 1891
		SP:Iteration 15Q (17090.950000 sec): 3 clusters
  Score: Raw -8747381.369814 + Penalty 3645.480052 = -8743735.889762
  nChanged 1084
		SP:Iteration 16Q (17091.130000 sec): 3 clusters
  Score: Raw -8748352.870688 + Penalty 3645.480052 = -8744707.390636
  nChanged 513
		SP:Iteration 17Q (17091.290000 sec): 3 clusters
  Score: Raw -8748805.667972 + Penalty 3645.480052 = -8745160.187920
  nChanged 200
		SP:Iteration 18Q (17091.430000 sec): 3 clusters
  Score: Raw -8748984.675138 + Penalty 3645.480052 = -8745339.195086
  nChanged 93
		SP:Iteration 19Q (17091.570000 sec): 3 clusters
  Score: Raw -8749088.719811 + Penalty 3645.480052 = -8745443.239759
  nChanged 57
		SP:Iteration 20F (17091.760000 sec): 3 clusters
  Score: Raw -8749154.680070 + Penalty 3645.480052 = -8745509.200018
  nChanged 29
		SP:Iteration 21Q (17091.890000 sec): 3 clusters
  Score: Raw -8749178.718182 + Penalty 3645.480052 = -8745533.238130
  nChanged 15
		SP:Iteration 22Q (17092.030000 sec): 3 clusters
  Score: Raw -8749196.743830 + Penalty 3645.480052 = -8745551.263778
  nChanged 13
		SP:Iteration 23Q (17092.150000 sec): 3 clusters
  Score: Raw -8749210.165701 + Penalty 3645.480052 = -8745564.685649
  nChanged 5
		SP:Iteration 24Q (17092.290000 sec): 3 clusters
  Score: Raw -8749213.619503 + Penalty 3645.480052 = -8745568.139451
  nChanged 1
		SP:Iteration 25Q (17092.420000 sec): 3 clusters
  Score: Raw -8749214.352967 + Penalty 3645.480052 = -8745568.872915
  nChanged 2
		SP:Iteration 26Q (17092.550000 sec): 3 clusters
  Score: Raw -8749215.875850 + Penalty 3645.480052 = -8745570.395798
  nChanged 4
		SP:Iteration 27Q (17092.690000 sec): 3 clusters
  Score: Raw -8749219.780032 + Penalty 3645.480052 = -8745574.299980
  nChanged 2
		SP:Iteration 28Q (17092.820000 sec): 3 clusters
  Score: Raw -8749221.757148 + Penalty 3645.480052 = -8745576.277096
  nChanged 1
		SP:Iteration 29Q (17092.950000 sec): 3 clusters
  Score: Raw -8749222.486609 + Penalty 3645.480052 = -8745577.006557
  nChanged 1
		SP:Iteration 30Q (17093.080000 sec): 3 clusters
  Score: Raw -8749222.897358 + Penalty 3645.480052 = -8745577.417307
  nChanged 0
		SP:Iteration 31F (17093.270000 sec): 3 clusters
  Score: Raw -8749222.897358 + Penalty 3645.480052 = -8745577.417307
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 51 (30767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17093.380000 sec): 2 clusters
  Score: Raw -3643950.673666 + Penalty 1679.307169 = -3642271.366496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17093.450000 sec): 3 clusters
  Score: Raw -3625016.934941 + Penalty 3358.614339 = -3621658.320602
  nChanged 14149
		SP:Iteration 1F (17093.530000 sec): 3 clusters
  Score: Raw -3632831.560101 + Penalty 3358.614339 = -3629472.945763
  nChanged 1307
		SP:Iteration 2Q (17093.610000 sec): 3 clusters
  Score: Raw -3633225.226640 + Penalty 3358.614339 = -3629866.612301
  nChanged 1273
		SP:Iteration 3Q (17093.690000 sec): 3 clusters
  Score: Raw -3633638.250521 + Penalty 3358.614339 = -3630279.636182
  nChanged 1282
		SP:Iteration 4Q (17093.770000 sec): 3 clusters
  Score: Raw -3634100.694795 + Penalty 3358.614339 = -3630742.080456
  nChanged 1402
		SP:Iteration 5Q (17093.850000 sec): 3 clusters
  Score: Raw -3634680.549948 + Penalty 3358.614339 = -3631321.935609
  nChanged 1585
		SP:Iteration 6F (17093.930000 sec): 3 clusters
  Score: Raw -3635448.486464 + Penalty 3358.614339 = -3632089.872125
  nChanged 1758
		SP:Iteration 7F (17094.000000 sec): 3 clusters
  Score: Raw -3636428.012234 + Penalty 3358.614339 = -3633069.397895
  nChanged 1890
		SP:Iteration 8F (17094.080000 sec): 3 clusters
  Score: Raw -3637660.249837 + Penalty 3358.614339 = -3634301.635498
  nChanged 1906
		SP:Iteration 9F (17094.160000 sec): 3 clusters
  Score: Raw -3639016.204657 + Penalty 3358.614339 = -3635657.590318
  nChanged 1716
		SP:Iteration 10F (17094.230000 sec): 3 clusters
  Score: Raw -3640276.863713 + Penalty 3358.614339 = -3636918.249374
  nChanged 1395
		SP:Iteration 11Q (17094.310000 sec): 3 clusters
  Score: Raw -3641300.338787 + Penalty 3358.614339 = -3637941.724448
  nChanged 1074
		SP:Iteration 12Q (17094.390000 sec): 3 clusters
  Score: Raw -3642109.157223 + Penalty 3358.614339 = -3638750.542884
  nChanged 876
		SP:Iteration 13Q (17094.460000 sec): 3 clusters
  Score: Raw -3642780.201323 + Penalty 3358.614339 = -3639421.586984
  nChanged 643
		SP:Iteration 14Q (17094.530000 sec): 3 clusters
  Score: Raw -3643277.323896 + Penalty 3358.614339 = -3639918.709557
  nChanged 473
		SP:Iteration 15Q (17094.600000 sec): 3 clusters
  Score: Raw -3643628.876815 + Penalty 3358.614339 = -3640270.262476
  nChanged 319
		SP:Iteration 16Q (17094.670000 sec): 3 clusters
  Score: Raw -3643873.450529 + Penalty 3358.614339 = -3640514.836190
  nChanged 195
		SP:Iteration 17Q (17094.730000 sec): 3 clusters
  Score: Raw -3644016.711347 + Penalty 3358.614339 = -3640658.097008
  nChanged 142
		SP:Iteration 18Q (17094.790000 sec): 3 clusters
  Score: Raw -3644123.184835 + Penalty 3358.614339 = -3640764.570496
  nChanged 104
		SP:Iteration 19Q (17094.850000 sec): 3 clusters
  Score: Raw -3644218.889098 + Penalty 3358.614339 = -3640860.274759
  nChanged 65
		SP:Iteration 20F (17094.920000 sec): 3 clusters
  Score: Raw -3644273.047346 + Penalty 3358.614339 = -3640914.433007
  nChanged 58
		SP:Iteration 21Q (17094.980000 sec): 3 clusters
  Score: Raw -3644314.579699 + Penalty 3358.614339 = -3640955.965360
  nChanged 40
		SP:Iteration 22Q (17095.030000 sec): 3 clusters
  Score: Raw -3644347.331071 + Penalty 3358.614339 = -3640988.716732
  nChanged 44
		SP:Iteration 23Q (17095.090000 sec): 3 clusters
  Score: Raw -3644382.076288 + Penalty 3358.614339 = -3641023.461949
  nChanged 36
		SP:Iteration 24Q (17095.150000 sec): 3 clusters
  Score: Raw -3644413.925801 + Penalty 3358.614339 = -3641055.311462
  nChanged 25
		SP:Iteration 25Q (17095.200000 sec): 3 clusters
  Score: Raw -3644434.922539 + Penalty 3358.614339 = -3641076.308200
  nChanged 15
		SP:Iteration 26Q (17095.260000 sec): 3 clusters
  Score: Raw -3644452.033123 + Penalty 3358.614339 = -3641093.418784
  nChanged 19
		SP:Iteration 27Q (17095.310000 sec): 3 clusters
  Score: Raw -3644468.132806 + Penalty 3358.614339 = -3641109.518467
  nChanged 17
		SP:Iteration 28Q (17095.370000 sec): 3 clusters
  Score: Raw -3644480.568684 + Penalty 3358.614339 = -3641121.954345
  nChanged 15
		SP:Iteration 29Q (17095.420000 sec): 3 clusters
  Score: Raw -3644494.108489 + Penalty 3358.614339 = -3641135.494150
  nChanged 12
		SP:Iteration 30Q (17095.470000 sec): 3 clusters
  Score: Raw -3644502.680014 + Penalty 3358.614339 = -3641144.065675
  nChanged 9
		SP:Iteration 31Q (17095.530000 sec): 3 clusters
  Score: Raw -3644509.444696 + Penalty 3358.614339 = -3641150.830357
  nChanged 14
		SP:Iteration 32Q (17095.580000 sec): 3 clusters
  Score: Raw -3644521.548853 + Penalty 3358.614339 = -3641162.934514
  nChanged 12
		SP:Iteration 33Q (17095.630000 sec): 3 clusters
  Score: Raw -3644533.611502 + Penalty 3358.614339 = -3641174.997163
  nChanged 11
		SP:Iteration 34Q (17095.690000 sec): 3 clusters
  Score: Raw -3644542.813283 + Penalty 3358.614339 = -3641184.198944
  nChanged 8
		SP:Iteration 35Q (17095.740000 sec): 3 clusters
  Score: Raw -3644548.385542 + Penalty 3358.614339 = -3641189.771203
  nChanged 9
		SP:Iteration 36Q (17095.790000 sec): 3 clusters
  Score: Raw -3644556.677131 + Penalty 3358.614339 = -3641198.062792
  nChanged 10
		SP:Iteration 37Q (17095.850000 sec): 3 clusters
  Score: Raw -3644568.001653 + Penalty 3358.614339 = -3641209.387314
  nChanged 12
		SP:Iteration 38Q (17095.900000 sec): 3 clusters
  Score: Raw -3644581.335047 + Penalty 3358.614339 = -3641222.720708
  nChanged 13
		SP:Iteration 39Q (17095.950000 sec): 3 clusters
  Score: Raw -3644594.788307 + Penalty 3358.614339 = -3641236.173968
  nChanged 14
		SP:Iteration 40F (17096.030000 sec): 3 clusters
  Score: Raw -3644608.572403 + Penalty 3358.614339 = -3641249.958064
  nChanged 14
		SP:Iteration 41Q (17096.080000 sec): 3 clusters
  Score: Raw -3644624.292910 + Penalty 3358.614339 = -3641265.678571
  nChanged 12
		SP:Iteration 42Q (17096.130000 sec): 3 clusters
  Score: Raw -3644639.929234 + Penalty 3358.614339 = -3641281.314895
  nChanged 14
		SP:Iteration 43Q (17096.190000 sec): 3 clusters
  Score: Raw -3644661.092372 + Penalty 3358.614339 = -3641302.478034
  nChanged 17
		SP:Iteration 44Q (17096.240000 sec): 3 clusters
  Score: Raw -3644687.535505 + Penalty 3358.614339 = -3641328.921166
  nChanged 18
		SP:Iteration 45Q (17096.290000 sec): 3 clusters
  Score: Raw -3644707.576296 + Penalty 3358.614339 = -3641348.961957
  nChanged 12
		SP:Iteration 46Q (17096.350000 sec): 3 clusters
  Score: Raw -3644718.985768 + Penalty 3358.614339 = -3641360.371429
  nChanged 8
		SP:Iteration 47Q (17096.400000 sec): 3 clusters
  Score: Raw -3644724.979383 + Penalty 3358.614339 = -3641366.365044
  nChanged 5
		SP:Iteration 48Q (17096.450000 sec): 3 clusters
  Score: Raw -3644728.831692 + Penalty 3358.614339 = -3641370.217353
  nChanged 3
		SP:Iteration 49Q (17096.500000 sec): 3 clusters
  Score: Raw -3644731.410977 + Penalty 3358.614339 = -3641372.796638
  nChanged 3
		SP:Iteration 50Q (17096.550000 sec): 3 clusters
  Score: Raw -3644733.633384 + Penalty 3358.614339 = -3641375.019045
  nChanged 1
		SP:Iteration 51Q (17096.610000 sec): 3 clusters
  Score: Raw -3644734.004134 + Penalty 3358.614339 = -3641375.389795
  nChanged 1
		SP:Iteration 52Q (17096.660000 sec): 3 clusters
  Score: Raw -3644734.636420 + Penalty 3358.614339 = -3641376.022081
  nChanged 0
		SP:Iteration 53F (17096.730000 sec): 3 clusters
  Score: Raw -3644734.636420 + Penalty 3358.614339 = -3641376.022081
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 52 (55093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17096.890000 sec): 2 clusters
  Score: Raw -6523269.873534 + Penalty 1773.976416 = -6521495.897117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17097.020000 sec): 3 clusters
  Score: Raw -6488177.140695 + Penalty 3547.952832 = -6484629.187863
  nChanged 25937
		SP:Iteration 1F (17097.160000 sec): 3 clusters
  Score: Raw -6503180.323030 + Penalty 3547.952832 = -6499632.370198
  nChanged 2059
		SP:Iteration 2Q (17097.300000 sec): 3 clusters
  Score: Raw -6503773.921012 + Penalty 3547.952832 = -6500225.968180
  nChanged 2107
		SP:Iteration 3Q (17097.450000 sec): 3 clusters
  Score: Raw -6504520.932511 + Penalty 3547.952832 = -6500972.979679
  nChanged 2460
		SP:Iteration 4Q (17097.590000 sec): 3 clusters
  Score: Raw -6505645.560164 + Penalty 3547.952832 = -6502097.607332
  nChanged 2928
		SP:Iteration 5F (17097.720000 sec): 3 clusters
  Score: Raw -6507293.761395 + Penalty 3547.952832 = -6503745.808563
  nChanged 3456
		SP:Iteration 6F (17097.860000 sec): 3 clusters
  Score: Raw -6509723.378358 + Penalty 3547.952832 = -6506175.425526
  nChanged 3734
		SP:Iteration 7F (17098.000000 sec): 3 clusters
  Score: Raw -6512739.265886 + Penalty 3547.952832 = -6509191.313054
  nChanged 3546
		SP:Iteration 8F (17098.130000 sec): 3 clusters
  Score: Raw -6515792.780934 + Penalty 3547.952832 = -6512244.828101
  nChanged 2971
		SP:Iteration 9F (17098.270000 sec): 3 clusters
  Score: Raw -6518388.237826 + Penalty 3547.952832 = -6514840.284994
  nChanged 2157
		SP:Iteration 10Q (17098.400000 sec): 3 clusters
  Score: Raw -6520220.603779 + Penalty 3547.952832 = -6516672.650947
  nChanged 1444
		SP:Iteration 11Q (17098.510000 sec): 3 clusters
  Score: Raw -6521442.823052 + Penalty 3547.952832 = -6517894.870220
  nChanged 920
		SP:Iteration 12Q (17098.630000 sec): 3 clusters
  Score: Raw -6522197.464814 + Penalty 3547.952832 = -6518649.511982
  nChanged 580
		SP:Iteration 13Q (17098.730000 sec): 3 clusters
  Score: Raw -6522667.060511 + Penalty 3547.952832 = -6519119.107679
  nChanged 378
		SP:Iteration 14Q (17098.830000 sec): 3 clusters
  Score: Raw -6522985.409036 + Penalty 3547.952832 = -6519437.456203
  nChanged 230
		SP:Iteration 15Q (17098.930000 sec): 3 clusters
  Score: Raw -6523187.236379 + Penalty 3547.952832 = -6519639.283546
  nChanged 142
		SP:Iteration 16Q (17099.030000 sec): 3 clusters
  Score: Raw -6523315.142863 + Penalty 3547.952832 = -6519767.190030
  nChanged 115
		SP:Iteration 17Q (17099.130000 sec): 3 clusters
  Score: Raw -6523410.606455 + Penalty 3547.952832 = -6519862.653623
  nChanged 74
		SP:Iteration 18Q (17099.220000 sec): 3 clusters
  Score: Raw -6523466.705369 + Penalty 3547.952832 = -6519918.752537
  nChanged 54
		SP:Iteration 19Q (17099.320000 sec): 3 clusters
  Score: Raw -6523505.641426 + Penalty 3547.952832 = -6519957.688594
  nChanged 32
		SP:Iteration 20F (17099.450000 sec): 3 clusters
  Score: Raw -6523525.607150 + Penalty 3547.952832 = -6519977.654318
  nChanged 24
		SP:Iteration 21Q (17099.550000 sec): 3 clusters
  Score: Raw -6523544.195070 + Penalty 3547.952832 = -6519996.242238
  nChanged 24
		SP:Iteration 22Q (17099.640000 sec): 3 clusters
  Score: Raw -6523560.079415 + Penalty 3547.952832 = -6520012.126583
  nChanged 16
		SP:Iteration 23Q (17099.730000 sec): 3 clusters
  Score: Raw -6523569.518919 + Penalty 3547.952832 = -6520021.566087
  nChanged 6
		SP:Iteration 24Q (17099.830000 sec): 3 clusters
  Score: Raw -6523571.582808 + Penalty 3547.952832 = -6520023.629976
  nChanged 4
		SP:Iteration 25Q (17099.920000 sec): 3 clusters
  Score: Raw -6523573.911765 + Penalty 3547.952832 = -6520025.958933
  nChanged 2
		SP:Iteration 26Q (17100.020000 sec): 3 clusters
  Score: Raw -6523575.853881 + Penalty 3547.952832 = -6520027.901049
  nChanged 3
		SP:Iteration 27Q (17100.110000 sec): 3 clusters
  Score: Raw -6523577.698597 + Penalty 3547.952832 = -6520029.745764
  nChanged 2
		SP:Iteration 28Q (17100.200000 sec): 3 clusters
  Score: Raw -6523578.350260 + Penalty 3547.952832 = -6520030.397427
  nChanged 0
		SP:Iteration 29F (17100.340000 sec): 3 clusters
  Score: Raw -6523578.350260 + Penalty 3547.952832 = -6520030.397427
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 53 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17100.370000 sec): 2 clusters
  Score: Raw -81650.851339 + Penalty 1088.067324 = -80562.784015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17100.370000 sec): 3 clusters
  Score: Raw -81433.249599 + Penalty 2176.134648 = -79257.114951
  nChanged 220
		SP:Iteration 1F (17100.370000 sec): 3 clusters
  Score: Raw -81733.011768 + Penalty 2176.134648 = -79556.877120
  nChanged 66
		SP:Iteration 2F (17100.380000 sec): 3 clusters
  Score: Raw -81832.089525 + Penalty 2176.134648 = -79655.954877
  nChanged 43
		SP:Iteration 3F (17100.380000 sec): 3 clusters
  Score: Raw -81899.046429 + Penalty 2176.134648 = -79722.911781
  nChanged 34
		SP:Iteration 4Q (17100.380000 sec): 3 clusters
  Score: Raw -81951.311051 + Penalty 2176.134648 = -79775.176403
  nChanged 31
		SP:Iteration 5Q (17100.380000 sec): 3 clusters
  Score: Raw -82015.180563 + Penalty 2176.134648 = -79839.045915
  nChanged 18
		SP:Iteration 6Q (17100.390000 sec): 3 clusters
  Score: Raw -82034.389770 + Penalty 2176.134648 = -79858.255122
  nChanged 12
		SP:Iteration 7Q (17100.390000 sec): 3 clusters
  Score: Raw -82049.044112 + Penalty 2176.134648 = -79872.909464
  nChanged 11
		SP:Iteration 8Q (17100.390000 sec): 3 clusters
  Score: Raw -82073.879625 + Penalty 2176.134648 = -79897.744977
  nChanged 10
		SP:Iteration 9Q (17100.390000 sec): 3 clusters
  Score: Raw -82101.914059 + Penalty 2176.134648 = -79925.779411
  nChanged 12
		SP:Iteration 10Q (17100.390000 sec): 3 clusters
  Score: Raw -82123.363206 + Penalty 2176.134648 = -79947.228558
  nChanged 8
		SP:Iteration 11Q (17100.390000 sec): 3 clusters
  Score: Raw -82137.770576 + Penalty 2176.134648 = -79961.635928
  nChanged 12
		SP:Iteration 12Q (17100.390000 sec): 3 clusters
  Score: Raw -82157.286597 + Penalty 2176.134648 = -79981.151949
  nChanged 9
		SP:Iteration 13Q (17100.400000 sec): 3 clusters
  Score: Raw -82176.702498 + Penalty 2176.134648 = -80000.567850
  nChanged 10
		SP:Iteration 14Q (17100.400000 sec): 3 clusters
  Score: Raw -82201.557833 + Penalty 2176.134648 = -80025.423185
  nChanged 10
		SP:Iteration 15Q (17100.400000 sec): 3 clusters
  Score: Raw -82218.958856 + Penalty 2176.134648 = -80042.824208
  nChanged 8
		SP:Iteration 16Q (17100.400000 sec): 3 clusters
  Score: Raw -82234.778942 + Penalty 2176.134648 = -80058.644294
  nChanged 11
		SP:Iteration 17Q (17100.410000 sec): 3 clusters
  Score: Raw -82252.692497 + Penalty 2176.134648 = -80076.557849
  nChanged 6
		SP:Iteration 18Q (17100.410000 sec): 3 clusters
  Score: Raw -82269.868322 + Penalty 2176.134648 = -80093.733674
  nChanged 9
		SP:Iteration 19Q (17100.410000 sec): 3 clusters
  Score: Raw -82283.395919 + Penalty 2176.134648 = -80107.261271
  nChanged 7
		SP:Iteration 20F (17100.410000 sec): 3 clusters
  Score: Raw -82293.009439 + Penalty 2176.134648 = -80116.874791
  nChanged 4
		SP:Iteration 21Q (17100.410000 sec): 3 clusters
  Score: Raw -82299.055345 + Penalty 2176.134648 = -80122.920697
  nChanged 4
		SP:Iteration 22Q (17100.410000 sec): 3 clusters
  Score: Raw -82304.373277 + Penalty 2176.134648 = -80128.238629
  nChanged 1
		SP:Iteration 23Q (17100.410000 sec): 3 clusters
  Score: Raw -82305.557822 + Penalty 2176.134648 = -80129.423174
  nChanged 1
		SP:Iteration 24Q (17100.420000 sec): 3 clusters
  Score: Raw -82307.346388 + Penalty 2176.134648 = -80131.211740
  nChanged 2
		SP:Iteration 25Q (17100.420000 sec): 3 clusters
  Score: Raw -82311.595390 + Penalty 2176.134648 = -80135.460742
  nChanged 1
		SP:Iteration 26Q (17100.420000 sec): 3 clusters
  Score: Raw -82312.569908 + Penalty 2176.134648 = -80136.435260
  nChanged 0
		SP:Iteration 27F (17100.420000 sec): 3 clusters
  Score: Raw -82312.569908 + Penalty 2176.134648 = -80136.435260
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 54 (2335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17100.430000 sec): 2 clusters
  Score: Raw -271968.658085 + Penalty 1260.312165 = -270708.345920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17100.440000 sec): 3 clusters
  Score: Raw -270941.124794 + Penalty 2520.624330 = -268420.500464
  nChanged 848
		SP:Iteration 1F (17100.440000 sec): 3 clusters
  Score: Raw -271496.980453 + Penalty 2520.624330 = -268976.356122
  nChanged 175
		SP:Iteration 2F (17100.450000 sec): 3 clusters
  Score: Raw -271632.680333 + Penalty 2520.624330 = -269112.056003
  nChanged 115
		SP:Iteration 3Q (17100.450000 sec): 3 clusters
  Score: Raw -271710.781845 + Penalty 2520.624330 = -269190.157515
  nChanged 81
		SP:Iteration 4Q (17100.460000 sec): 3 clusters
  Score: Raw -271757.825878 + Penalty 2520.624330 = -269237.201548
  nChanged 56
		SP:Iteration 5Q (17100.470000 sec): 3 clusters
  Score: Raw -271784.727215 + Penalty 2520.624330 = -269264.102884
  nChanged 46
		SP:Iteration 6Q (17100.470000 sec): 3 clusters
  Score: Raw -271803.428858 + Penalty 2520.624330 = -269282.804527
  nChanged 31
		SP:Iteration 7Q (17100.470000 sec): 3 clusters
  Score: Raw -271817.272870 + Penalty 2520.624330 = -269296.648540
  nChanged 26
		SP:Iteration 8Q (17100.480000 sec): 3 clusters
  Score: Raw -271828.168855 + Penalty 2520.624330 = -269307.544525
  nChanged 21
		SP:Iteration 9Q (17100.490000 sec): 3 clusters
  Score: Raw -271835.885913 + Penalty 2520.624330 = -269315.261583
  nChanged 23
		SP:Iteration 10Q (17100.490000 sec): 3 clusters
  Score: Raw -271843.946250 + Penalty 2520.624330 = -269323.321919
  nChanged 16
		SP:Iteration 11Q (17100.500000 sec): 3 clusters
  Score: Raw -271850.553036 + Penalty 2520.624330 = -269329.928705
  nChanged 15
		SP:Iteration 12Q (17100.500000 sec): 3 clusters
  Score: Raw -271856.575832 + Penalty 2520.624330 = -269335.951502
  nChanged 17
		SP:Iteration 13Q (17100.510000 sec): 3 clusters
  Score: Raw -271861.591773 + Penalty 2520.624330 = -269340.967443
  nChanged 11
		SP:Iteration 14Q (17100.510000 sec): 3 clusters
  Score: Raw -271865.662757 + Penalty 2520.624330 = -269345.038427
  nChanged 10
		SP:Iteration 15Q (17100.520000 sec): 3 clusters
  Score: Raw -271868.592054 + Penalty 2520.624330 = -269347.967724
  nChanged 4
		SP:Iteration 16Q (17100.530000 sec): 3 clusters
  Score: Raw -271870.360544 + Penalty 2520.624330 = -269349.736214
  nChanged 3
		SP:Iteration 17Q (17100.530000 sec): 3 clusters
  Score: Raw -271871.355734 + Penalty 2520.624330 = -269350.731404
  nChanged 2
		SP:Iteration 18Q (17100.530000 sec): 3 clusters
  Score: Raw -271871.923330 + Penalty 2520.624330 = -269351.298999
  nChanged 2
		SP:Iteration 19Q (17100.540000 sec): 3 clusters
  Score: Raw -271872.471390 + Penalty 2520.624330 = -269351.847060
  nChanged 4
		SP:Iteration 20F (17100.550000 sec): 3 clusters
  Score: Raw -271873.087965 + Penalty 2520.624330 = -269352.463634
  nChanged 5
		SP:Iteration 21Q (17100.550000 sec): 3 clusters
  Score: Raw -271874.695078 + Penalty 2520.624330 = -269354.070747
  nChanged 6
		SP:Iteration 22Q (17100.560000 sec): 3 clusters
  Score: Raw -271877.121599 + Penalty 2520.624330 = -269356.497269
  nChanged 6
		SP:Iteration 23Q (17100.560000 sec): 3 clusters
  Score: Raw -271879.032656 + Penalty 2520.624330 = -269358.408325
  nChanged 2
		SP:Iteration 24Q (17100.570000 sec): 3 clusters
  Score: Raw -271879.517051 + Penalty 2520.624330 = -269358.892721
  nChanged 2
		SP:Iteration 25Q (17100.570000 sec): 3 clusters
  Score: Raw -271880.029022 + Penalty 2520.624330 = -269359.404691
  nChanged 4
		SP:Iteration 26Q (17100.580000 sec): 3 clusters
  Score: Raw -271881.166782 + Penalty 2520.624330 = -269360.542452
  nChanged 1
		SP:Iteration 27Q (17100.590000 sec): 3 clusters
  Score: Raw -271881.272667 + Penalty 2520.624330 = -269360.648337
  nChanged 1
		SP:Iteration 28Q (17100.590000 sec): 3 clusters
  Score: Raw -271881.446645 + Penalty 2520.624330 = -269360.822315
  nChanged 0
		SP:Iteration 29F (17100.600000 sec): 3 clusters
  Score: Raw -271881.446645 + Penalty 2520.624330 = -269360.822315
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 55 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17100.610000 sec): 2 clusters
  Score: Raw -335879.591719 + Penalty 1311.522239 = -334568.069480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17100.620000 sec): 3 clusters
  Score: Raw -334399.853707 + Penalty 2623.044479 = -331776.809228
  nChanged 1220
		SP:Iteration 1F (17100.620000 sec): 3 clusters
  Score: Raw -335217.363905 + Penalty 2623.044479 = -332594.319426
  nChanged 274
		SP:Iteration 2F (17100.630000 sec): 3 clusters
  Score: Raw -335437.316582 + Penalty 2623.044479 = -332814.272103
  nChanged 202
		SP:Iteration 3F (17100.640000 sec): 3 clusters
  Score: Raw -335581.746798 + Penalty 2623.044479 = -332958.702319
  nChanged 146
		SP:Iteration 4Q (17100.650000 sec): 3 clusters
  Score: Raw -335691.264213 + Penalty 2623.044479 = -333068.219734
  nChanged 122
		SP:Iteration 5Q (17100.650000 sec): 3 clusters
  Score: Raw -335778.361921 + Penalty 2623.044479 = -333155.317442
  nChanged 103
		SP:Iteration 6Q (17100.660000 sec): 3 clusters
  Score: Raw -335839.858041 + Penalty 2623.044479 = -333216.813562
  nChanged 70
		SP:Iteration 7Q (17100.670000 sec): 3 clusters
  Score: Raw -335872.169133 + Penalty 2623.044479 = -333249.124655
  nChanged 43
		SP:Iteration 8Q (17100.680000 sec): 3 clusters
  Score: Raw -335888.331591 + Penalty 2623.044479 = -333265.287112
  nChanged 39
		SP:Iteration 9Q (17100.690000 sec): 3 clusters
  Score: Raw -335901.805793 + Penalty 2623.044479 = -333278.761314
  nChanged 35
		SP:Iteration 10Q (17100.690000 sec): 3 clusters
  Score: Raw -335917.466128 + Penalty 2623.044479 = -333294.421649
  nChanged 35
		SP:Iteration 11Q (17100.700000 sec): 3 clusters
  Score: Raw -335930.141079 + Penalty 2623.044479 = -333307.096600
  nChanged 31
		SP:Iteration 12Q (17100.710000 sec): 3 clusters
  Score: Raw -335941.393983 + Penalty 2623.044479 = -333318.349504
  nChanged 30
		SP:Iteration 13Q (17100.710000 sec): 3 clusters
  Score: Raw -335955.396885 + Penalty 2623.044479 = -333332.352406
  nChanged 21
		SP:Iteration 14Q (17100.720000 sec): 3 clusters
  Score: Raw -335963.596200 + Penalty 2623.044479 = -333340.551721
  nChanged 22
		SP:Iteration 15Q (17100.730000 sec): 3 clusters
  Score: Raw -335972.701780 + Penalty 2623.044479 = -333349.657302
  nChanged 22
		SP:Iteration 16Q (17100.740000 sec): 3 clusters
  Score: Raw -335981.142299 + Penalty 2623.044479 = -333358.097820
  nChanged 18
		SP:Iteration 17Q (17100.750000 sec): 3 clusters
  Score: Raw -335988.160034 + Penalty 2623.044479 = -333365.115555
  nChanged 14
		SP:Iteration 18Q (17100.750000 sec): 3 clusters
  Score: Raw -335992.903867 + Penalty 2623.044479 = -333369.859388
  nChanged 14
		SP:Iteration 19Q (17100.760000 sec): 3 clusters
  Score: Raw -335997.151369 + Penalty 2623.044479 = -333374.106890
  nChanged 8
		SP:Iteration 20F (17100.770000 sec): 3 clusters
  Score: Raw -336000.130054 + Penalty 2623.044479 = -333377.085575
  nChanged 11
		SP:Iteration 21Q (17100.770000 sec): 3 clusters
  Score: Raw -336003.814788 + Penalty 2623.044479 = -333380.770309
  nChanged 8
		SP:Iteration 22Q (17100.780000 sec): 3 clusters
  Score: Raw -336005.936473 + Penalty 2623.044479 = -333382.891994
  nChanged 8
		SP:Iteration 23Q (17100.790000 sec): 3 clusters
  Score: Raw -336007.451302 + Penalty 2623.044479 = -333384.406824
  nChanged 6
		SP:Iteration 24Q (17100.800000 sec): 3 clusters
  Score: Raw -336009.173766 + Penalty 2623.044479 = -333386.129287
  nChanged 5
		SP:Iteration 25Q (17100.800000 sec): 3 clusters
  Score: Raw -336010.677919 + Penalty 2623.044479 = -333387.633440
  nChanged 5
		SP:Iteration 26Q (17100.810000 sec): 3 clusters
  Score: Raw -336011.979032 + Penalty 2623.044479 = -333388.934553
  nChanged 1
		SP:Iteration 27Q (17100.820000 sec): 3 clusters
  Score: Raw -336013.266549 + Penalty 2623.044479 = -333390.222070
  nChanged 2
		SP:Iteration 28Q (17100.830000 sec): 3 clusters
  Score: Raw -336013.788396 + Penalty 2623.044479 = -333390.743917
  nChanged 3
		SP:Iteration 29Q (17100.830000 sec): 3 clusters
  Score: Raw -336014.554638 + Penalty 2623.044479 = -333391.510160
  nChanged 6
		SP:Iteration 30Q (17100.840000 sec): 3 clusters
  Score: Raw -336016.358049 + Penalty 2623.044479 = -333393.313571
  nChanged 6
		SP:Iteration 31Q (17100.850000 sec): 3 clusters
  Score: Raw -336017.854792 + Penalty 2623.044479 = -333394.810314
  nChanged 6
		SP:Iteration 32Q (17100.850000 sec): 3 clusters
  Score: Raw -336019.508301 + Penalty 2623.044479 = -333396.463822
  nChanged 4
		SP:Iteration 33Q (17100.860000 sec): 3 clusters
  Score: Raw -336020.819071 + Penalty 2623.044479 = -333397.774592
  nChanged 2
		SP:Iteration 34Q (17100.870000 sec): 3 clusters
  Score: Raw -336021.332590 + Penalty 2623.044479 = -333398.288111
  nChanged 3
		SP:Iteration 35Q (17100.880000 sec): 3 clusters
  Score: Raw -336022.219487 + Penalty 2623.044479 = -333399.175008
  nChanged 1
		SP:Iteration 36Q (17100.890000 sec): 3 clusters
  Score: Raw -336022.724843 + Penalty 2623.044479 = -333399.680364
  nChanged 0
		SP:Iteration 37F (17100.890000 sec): 3 clusters
  Score: Raw -336022.724843 + Penalty 2623.044479 = -333399.680364
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 56 (10030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17100.920000 sec): 2 clusters
  Score: Raw -1160405.399329 + Penalty 1497.167081 = -1158908.232248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17100.950000 sec): 3 clusters
  Score: Raw -1154765.247329 + Penalty 2994.334161 = -1151770.913168
  nChanged 4297
		SP:Iteration 1F (17100.970000 sec): 3 clusters
  Score: Raw -1157154.240531 + Penalty 2994.334161 = -1154159.906369
  nChanged 661
		SP:Iteration 2F (17100.990000 sec): 3 clusters
  Score: Raw -1157514.908688 + Penalty 2994.334161 = -1154520.574527
  nChanged 608
		SP:Iteration 3F (17101.020000 sec): 3 clusters
  Score: Raw -1157900.432347 + Penalty 2994.334161 = -1154906.098185
  nChanged 614
		SP:Iteration 4F (17101.040000 sec): 3 clusters
  Score: Raw -1158306.173545 + Penalty 2994.334161 = -1155311.839384
  nChanged 635
		SP:Iteration 5F (17101.070000 sec): 3 clusters
  Score: Raw -1158690.132547 + Penalty 2994.334161 = -1155695.798385
  nChanged 611
		SP:Iteration 6F (17101.090000 sec): 3 clusters
  Score: Raw -1159034.263987 + Penalty 2994.334161 = -1156039.929825
  nChanged 515
		SP:Iteration 7F (17101.120000 sec): 3 clusters
  Score: Raw -1159329.877252 + Penalty 2994.334161 = -1156335.543090
  nChanged 436
		SP:Iteration 8Q (17101.140000 sec): 3 clusters
  Score: Raw -1159585.944846 + Penalty 2994.334161 = -1156591.610685
  nChanged 346
		SP:Iteration 9Q (17101.160000 sec): 3 clusters
  Score: Raw -1159797.876857 + Penalty 2994.334161 = -1156803.542696
  nChanged 310
		SP:Iteration 10Q (17101.190000 sec): 3 clusters
  Score: Raw -1159973.708908 + Penalty 2994.334161 = -1156979.374746
  nChanged 210
		SP:Iteration 11Q (17101.210000 sec): 3 clusters
  Score: Raw -1160129.508297 + Penalty 2994.334161 = -1157135.174136
  nChanged 217
		SP:Iteration 12Q (17101.230000 sec): 3 clusters
  Score: Raw -1160319.309149 + Penalty 2994.334161 = -1157324.974988
  nChanged 214
		SP:Iteration 13Q (17101.260000 sec): 3 clusters
  Score: Raw -1160526.125839 + Penalty 2994.334161 = -1157531.791678
  nChanged 184
		SP:Iteration 14Q (17101.280000 sec): 3 clusters
  Score: Raw -1160712.776502 + Penalty 2994.334161 = -1157718.442341
  nChanged 143
		SP:Iteration 15Q (17101.300000 sec): 3 clusters
  Score: Raw -1160863.057565 + Penalty 2994.334161 = -1157868.723403
  nChanged 119
		SP:Iteration 16Q (17101.320000 sec): 3 clusters
  Score: Raw -1160995.259482 + Penalty 2994.334161 = -1158000.925321
  nChanged 118
		SP:Iteration 17Q (17101.340000 sec): 3 clusters
  Score: Raw -1161092.936948 + Penalty 2994.334161 = -1158098.602787
  nChanged 72
		SP:Iteration 18Q (17101.360000 sec): 3 clusters
  Score: Raw -1161135.978251 + Penalty 2994.334161 = -1158141.644089
  nChanged 49
		SP:Iteration 19Q (17101.380000 sec): 3 clusters
  Score: Raw -1161158.504154 + Penalty 2994.334161 = -1158164.169993
  nChanged 39
		SP:Iteration 20F (17101.410000 sec): 3 clusters
  Score: Raw -1161172.661392 + Penalty 2994.334161 = -1158178.327231
  nChanged 29
		SP:Iteration 21Q (17101.420000 sec): 3 clusters
  Score: Raw -1161186.791778 + Penalty 2994.334161 = -1158192.457617
  nChanged 26
		SP:Iteration 22Q (17101.440000 sec): 3 clusters
  Score: Raw -1161199.614661 + Penalty 2994.334161 = -1158205.280500
  nChanged 25
		SP:Iteration 23Q (17101.460000 sec): 3 clusters
  Score: Raw -1161209.422877 + Penalty 2994.334161 = -1158215.088716
  nChanged 21
		SP:Iteration 24Q (17101.480000 sec): 3 clusters
  Score: Raw -1161215.461190 + Penalty 2994.334161 = -1158221.127029
  nChanged 18
		SP:Iteration 25Q (17101.500000 sec): 3 clusters
  Score: Raw -1161220.937251 + Penalty 2994.334161 = -1158226.603090
  nChanged 13
		SP:Iteration 26Q (17101.510000 sec): 3 clusters
  Score: Raw -1161225.439022 + Penalty 2994.334161 = -1158231.104860
  nChanged 7
		SP:Iteration 27Q (17101.530000 sec): 3 clusters
  Score: Raw -1161227.250987 + Penalty 2994.334161 = -1158232.916826
  nChanged 6
		SP:Iteration 28Q (17101.550000 sec): 3 clusters
  Score: Raw -1161228.891845 + Penalty 2994.334161 = -1158234.557684
  nChanged 6
		SP:Iteration 29Q (17101.570000 sec): 3 clusters
  Score: Raw -1161230.890523 + Penalty 2994.334161 = -1158236.556362
  nChanged 4
		SP:Iteration 30Q (17101.590000 sec): 3 clusters
  Score: Raw -1161231.807327 + Penalty 2994.334161 = -1158237.473166
  nChanged 0
		SP:Iteration 31F (17101.610000 sec): 3 clusters
  Score: Raw -1161231.807327 + Penalty 2994.334161 = -1158237.473166
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 57 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17101.620000 sec): 2 clusters
  Score: Raw -30369.502402 + Penalty 915.653311 = -29453.849091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17101.620000 sec): 3 clusters
  Score: Raw -30425.717478 + Penalty 1831.306621 = -28594.410857
  nChanged 34
		SP:Iteration 1F (17101.620000 sec): 3 clusters
  Score: Raw -30528.533181 + Penalty 1831.306621 = -28697.226560
  nChanged 18
		SP:Iteration 2F (17101.620000 sec): 3 clusters
  Score: Raw -30595.175056 + Penalty 1831.306621 = -28763.868435
  nChanged 9
		SP:Iteration 3Q (17101.620000 sec): 3 clusters
  Score: Raw -30635.556243 + Penalty 1831.306621 = -28804.249622
  nChanged 4
		SP:Iteration 4Q (17101.620000 sec): 3 clusters
  Score: Raw -30645.864860 + Penalty 1831.306621 = -28814.558239
  nChanged 2
		SP:Iteration 5Q (17101.620000 sec): 3 clusters
  Score: Raw -30653.713602 + Penalty 1831.306621 = -28822.406981
  nChanged 1
		SP:Iteration 6Q (17101.620000 sec): 3 clusters
  Score: Raw -30656.649615 + Penalty 1831.306621 = -28825.342994
  nChanged 1
		SP:Iteration 7Q (17101.620000 sec): 3 clusters
  Score: Raw -30660.674921 + Penalty 1831.306621 = -28829.368300
  nChanged 3
		SP:Iteration 8Q (17101.620000 sec): 3 clusters
  Score: Raw -30666.464797 + Penalty 1831.306621 = -28835.158176
  nChanged 4
		SP:Iteration 9Q (17101.630000 sec): 3 clusters
  Score: Raw -30680.764716 + Penalty 1831.306621 = -28849.458095
  nChanged 2
		SP:Iteration 10Q (17101.630000 sec): 3 clusters
  Score: Raw -30705.289149 + Penalty 1831.306621 = -28873.982528
  nChanged 1
		SP:Iteration 11Q (17101.630000 sec): 3 clusters
  Score: Raw -30709.931093 + Penalty 1831.306621 = -28878.624472
  nChanged 0
		SP:Iteration 12F (17101.630000 sec): 3 clusters
  Score: Raw -30709.931093 + Penalty 1831.306621 = -28878.624472
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 58 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17101.630000 sec): 2 clusters
  Score: Raw -51879.368103 + Penalty 1002.901347 = -50876.466756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17101.630000 sec): 3 clusters
  Score: Raw -51841.709004 + Penalty 2005.802694 = -49835.906310
  nChanged 114
		SP:Iteration 1F (17101.630000 sec): 3 clusters
  Score: Raw -52035.268101 + Penalty 2005.802694 = -50029.465407
  nChanged 35
		SP:Iteration 2F (17101.640000 sec): 3 clusters
  Score: Raw -52098.811257 + Penalty 2005.802694 = -50093.008562
  nChanged 18
		SP:Iteration 3Q (17101.640000 sec): 3 clusters
  Score: Raw -52147.378037 + Penalty 2005.802694 = -50141.575342
  nChanged 15
		SP:Iteration 4Q (17101.640000 sec): 3 clusters
  Score: Raw -52173.721967 + Penalty 2005.802694 = -50167.919273
  nChanged 10
		SP:Iteration 5Q (17101.640000 sec): 3 clusters
  Score: Raw -52187.593623 + Penalty 2005.802694 = -50181.790929
  nChanged 6
		SP:Iteration 6Q (17101.640000 sec): 3 clusters
  Score: Raw -52196.529950 + Penalty 2005.802694 = -50190.727256
  nChanged 4
		SP:Iteration 7Q (17101.640000 sec): 3 clusters
  Score: Raw -52204.049233 + Penalty 2005.802694 = -50198.246538
  nChanged 3
		SP:Iteration 8Q (17101.640000 sec): 3 clusters
  Score: Raw -52208.799971 + Penalty 2005.802694 = -50202.997277
  nChanged 2
		SP:Iteration 9Q (17101.640000 sec): 3 clusters
  Score: Raw -52214.802702 + Penalty 2005.802694 = -50209.000008
  nChanged 4
		SP:Iteration 10Q (17101.650000 sec): 3 clusters
  Score: Raw -52227.967367 + Penalty 2005.802694 = -50222.164673
  nChanged 5
		SP:Iteration 11Q (17101.650000 sec): 3 clusters
  Score: Raw -52251.971728 + Penalty 2005.802694 = -50246.169034
  nChanged 4
		SP:Iteration 12Q (17101.650000 sec): 3 clusters
  Score: Raw -52273.304990 + Penalty 2005.802694 = -50267.502295
  nChanged 4
		SP:Iteration 13Q (17101.650000 sec): 3 clusters
  Score: Raw -52282.644102 + Penalty 2005.802694 = -50276.841408
  nChanged 2
		SP:Iteration 14Q (17101.650000 sec): 3 clusters
  Score: Raw -52285.684186 + Penalty 2005.802694 = -50279.881492
  nChanged 1
		SP:Iteration 15Q (17101.650000 sec): 3 clusters
  Score: Raw -52286.319986 + Penalty 2005.802694 = -50280.517291
  nChanged 0
		SP:Iteration 16F (17101.650000 sec): 3 clusters
  Score: Raw -52286.319986 + Penalty 2005.802694 = -50280.517291
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 59 (3764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17101.670000 sec): 2 clusters
  Score: Raw -415250.284224 + Penalty 1337.901094 = -413912.383130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17101.670000 sec): 3 clusters
  Score: Raw -413391.567602 + Penalty 2675.802188 = -410715.765414
  nChanged 1474
		SP:Iteration 1F (17101.690000 sec): 3 clusters
  Score: Raw -414236.703623 + Penalty 2675.802188 = -411560.901436
  nChanged 280
		SP:Iteration 2F (17101.690000 sec): 3 clusters
  Score: Raw -414422.175985 + Penalty 2675.802188 = -411746.373797
  nChanged 199
		SP:Iteration 3F (17101.700000 sec): 3 clusters
  Score: Raw -414536.050548 + Penalty 2675.802188 = -411860.248361
  nChanged 159
		SP:Iteration 4Q (17101.710000 sec): 3 clusters
  Score: Raw -414634.190569 + Penalty 2675.802188 = -411958.388381
  nChanged 163
		SP:Iteration 5Q (17101.720000 sec): 3 clusters
  Score: Raw -414734.903922 + Penalty 2675.802188 = -412059.101734
  nChanged 141
		SP:Iteration 6Q (17101.730000 sec): 3 clusters
  Score: Raw -414827.823832 + Penalty 2675.802188 = -412152.021644
  nChanged 135
		SP:Iteration 7Q (17101.740000 sec): 3 clusters
  Score: Raw -414904.206144 + Penalty 2675.802188 = -412228.403956
  nChanged 121
		SP:Iteration 8Q (17101.750000 sec): 3 clusters
  Score: Raw -414976.659085 + Penalty 2675.802188 = -412300.856897
  nChanged 97
		SP:Iteration 9Q (17101.750000 sec): 3 clusters
  Score: Raw -415033.091163 + Penalty 2675.802188 = -412357.288975
  nChanged 78
		SP:Iteration 10Q (17101.770000 sec): 3 clusters
  Score: Raw -415078.120393 + Penalty 2675.802188 = -412402.318205
  nChanged 74
		SP:Iteration 11Q (17101.770000 sec): 3 clusters
  Score: Raw -415122.287240 + Penalty 2675.802188 = -412446.485052
  nChanged 73
		SP:Iteration 12Q (17101.780000 sec): 3 clusters
  Score: Raw -415171.710616 + Penalty 2675.802188 = -412495.908428
  nChanged 80
		SP:Iteration 13Q (17101.790000 sec): 3 clusters
  Score: Raw -415231.674576 + Penalty 2675.802188 = -412555.872388
  nChanged 72
		SP:Iteration 14Q (17101.800000 sec): 3 clusters
  Score: Raw -415282.553346 + Penalty 2675.802188 = -412606.751158
  nChanged 62
		SP:Iteration 15Q (17101.810000 sec): 3 clusters
  Score: Raw -415319.526873 + Penalty 2675.802188 = -412643.724685
  nChanged 40
		SP:Iteration 16Q (17101.820000 sec): 3 clusters
  Score: Raw -415341.503852 + Penalty 2675.802188 = -412665.701664
  nChanged 29
		SP:Iteration 17Q (17101.830000 sec): 3 clusters
  Score: Raw -415356.870980 + Penalty 2675.802188 = -412681.068793
  nChanged 23
		SP:Iteration 18Q (17101.830000 sec): 3 clusters
  Score: Raw -415370.621155 + Penalty 2675.802188 = -412694.818967
  nChanged 29
		SP:Iteration 19Q (17101.840000 sec): 3 clusters
  Score: Raw -415388.875011 + Penalty 2675.802188 = -412713.072823
  nChanged 22
		SP:Iteration 20F (17101.850000 sec): 3 clusters
  Score: Raw -415406.335169 + Penalty 2675.802188 = -412730.532981
  nChanged 23
		SP:Iteration 21Q (17101.860000 sec): 3 clusters
  Score: Raw -415419.488217 + Penalty 2675.802188 = -412743.686030
  nChanged 22
		SP:Iteration 22Q (17101.870000 sec): 3 clusters
  Score: Raw -415430.894797 + Penalty 2675.802188 = -412755.092610
  nChanged 10
		SP:Iteration 23Q (17101.880000 sec): 3 clusters
  Score: Raw -415435.532143 + Penalty 2675.802188 = -412759.729955
  nChanged 13
		SP:Iteration 24Q (17101.890000 sec): 3 clusters
  Score: Raw -415440.741966 + Penalty 2675.802188 = -412764.939779
  nChanged 8
		SP:Iteration 25Q (17101.890000 sec): 3 clusters
  Score: Raw -415445.843658 + Penalty 2675.802188 = -412770.041470
  nChanged 6
		SP:Iteration 26Q (17101.900000 sec): 3 clusters
  Score: Raw -415449.607698 + Penalty 2675.802188 = -412773.805510
  nChanged 5
		SP:Iteration 27Q (17101.910000 sec): 3 clusters
  Score: Raw -415451.197642 + Penalty 2675.802188 = -412775.395454
  nChanged 0
		SP:Iteration 28F (17101.920000 sec): 3 clusters
  Score: Raw -415451.197642 + Penalty 2675.802188 = -412775.395454
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 60 (6406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17101.940000 sec): 2 clusters
  Score: Raw -734968.306795 + Penalty 1424.310929 = -733543.995867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17101.950000 sec): 3 clusters
  Score: Raw -731520.230108 + Penalty 2848.621857 = -728671.608251
  nChanged 2670
		SP:Iteration 1F (17101.970000 sec): 3 clusters
  Score: Raw -732962.790269 + Penalty 2848.621857 = -730114.168412
  nChanged 478
		SP:Iteration 2F (17101.990000 sec): 3 clusters
  Score: Raw -733260.181636 + Penalty 2848.621857 = -730411.559778
  nChanged 418
		SP:Iteration 3F (17102.000000 sec): 3 clusters
  Score: Raw -733529.872056 + Penalty 2848.621857 = -730681.250198
  nChanged 423
		SP:Iteration 4F (17102.020000 sec): 3 clusters
  Score: Raw -733845.810066 + Penalty 2848.621857 = -730997.188209
  nChanged 433
		SP:Iteration 5F (17102.030000 sec): 3 clusters
  Score: Raw -734184.419369 + Penalty 2848.621857 = -731335.797512
  nChanged 405
		SP:Iteration 6F (17102.050000 sec): 3 clusters
  Score: Raw -734495.670381 + Penalty 2848.621857 = -731647.048524
  nChanged 385
		SP:Iteration 7F (17102.070000 sec): 3 clusters
  Score: Raw -734773.492838 + Penalty 2848.621857 = -731924.870981
  nChanged 291
		SP:Iteration 8Q (17102.080000 sec): 3 clusters
  Score: Raw -734976.063444 + Penalty 2848.621857 = -732127.441586
  nChanged 198
		SP:Iteration 9Q (17102.100000 sec): 3 clusters
  Score: Raw -735099.009220 + Penalty 2848.621857 = -732250.387363
  nChanged 156
		SP:Iteration 10Q (17102.110000 sec): 3 clusters
  Score: Raw -735188.680134 + Penalty 2848.621857 = -732340.058277
  nChanged 124
		SP:Iteration 11Q (17102.130000 sec): 3 clusters
  Score: Raw -735259.042680 + Penalty 2848.621857 = -732410.420823
  nChanged 95
		SP:Iteration 12Q (17102.140000 sec): 3 clusters
  Score: Raw -735311.809722 + Penalty 2848.621857 = -732463.187865
  nChanged 77
		SP:Iteration 13Q (17102.160000 sec): 3 clusters
  Score: Raw -735345.970686 + Penalty 2848.621857 = -732497.348829
  nChanged 54
		SP:Iteration 14Q (17102.170000 sec): 3 clusters
  Score: Raw -735370.020179 + Penalty 2848.621857 = -732521.398322
  nChanged 40
		SP:Iteration 15Q (17102.190000 sec): 3 clusters
  Score: Raw -735387.540153 + Penalty 2848.621857 = -732538.918296
  nChanged 40
		SP:Iteration 16Q (17102.210000 sec): 3 clusters
  Score: Raw -735409.894262 + Penalty 2848.621857 = -732561.272404
  nChanged 39
		SP:Iteration 17Q (17102.220000 sec): 3 clusters
  Score: Raw -735430.415103 + Penalty 2848.621857 = -732581.793245
  nChanged 42
		SP:Iteration 18Q (17102.230000 sec): 3 clusters
  Score: Raw -735450.585180 + Penalty 2848.621857 = -732601.963323
  nChanged 38
		SP:Iteration 19Q (17102.250000 sec): 3 clusters
  Score: Raw -735468.074477 + Penalty 2848.621857 = -732619.452619
  nChanged 38
		SP:Iteration 20F (17102.270000 sec): 3 clusters
  Score: Raw -735490.213529 + Penalty 2848.621857 = -732641.591671
  nChanged 31
		SP:Iteration 21Q (17102.280000 sec): 3 clusters
  Score: Raw -735506.404499 + Penalty 2848.621857 = -732657.782642
  nChanged 28
		SP:Iteration 22Q (17102.290000 sec): 3 clusters
  Score: Raw -735520.831703 + Penalty 2848.621857 = -732672.209845
  nChanged 20
		SP:Iteration 23Q (17102.310000 sec): 3 clusters
  Score: Raw -735533.589825 + Penalty 2848.621857 = -732684.967967
  nChanged 20
		SP:Iteration 24Q (17102.330000 sec): 3 clusters
  Score: Raw -735546.975430 + Penalty 2848.621857 = -732698.353573
  nChanged 19
		SP:Iteration 25Q (17102.340000 sec): 3 clusters
  Score: Raw -735555.487407 + Penalty 2848.621857 = -732706.865550
  nChanged 15
		SP:Iteration 26Q (17102.350000 sec): 3 clusters
  Score: Raw -735563.121346 + Penalty 2848.621857 = -732714.499488
  nChanged 14
		SP:Iteration 27Q (17102.370000 sec): 3 clusters
  Score: Raw -735569.521453 + Penalty 2848.621857 = -732720.899596
  nChanged 14
		SP:Iteration 28Q (17102.390000 sec): 3 clusters
  Score: Raw -735577.785195 + Penalty 2848.621857 = -732729.163338
  nChanged 13
		SP:Iteration 29Q (17102.400000 sec): 3 clusters
  Score: Raw -735584.945712 + Penalty 2848.621857 = -732736.323855
  nChanged 8
		SP:Iteration 30Q (17102.410000 sec): 3 clusters
  Score: Raw -735588.205342 + Penalty 2848.621857 = -732739.583485
  nChanged 5
		SP:Iteration 31Q (17102.430000 sec): 3 clusters
  Score: Raw -735590.549301 + Penalty 2848.621857 = -732741.927443
  nChanged 4
		SP:Iteration 32Q (17102.440000 sec): 3 clusters
  Score: Raw -735592.429127 + Penalty 2848.621857 = -732743.807270
  nChanged 2
		SP:Iteration 33Q (17102.460000 sec): 3 clusters
  Score: Raw -735593.303704 + Penalty 2848.621857 = -732744.681847
  nChanged 2
		SP:Iteration 34Q (17102.470000 sec): 3 clusters
  Score: Raw -735593.719040 + Penalty 2848.621857 = -732745.097183
  nChanged 0
		SP:Iteration 35F (17102.490000 sec): 3 clusters
  Score: Raw -735593.719040 + Penalty 2848.621857 = -732745.097183
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 61 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17102.490000 sec): 2 clusters
  Score: Raw -61190.582194 + Penalty 1019.954567 = -60170.627627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17102.500000 sec): 3 clusters
  Score: Raw -61102.068961 + Penalty 2039.909134 = -59062.159827
  nChanged 120
		SP:Iteration 1F (17102.500000 sec): 3 clusters
  Score: Raw -61272.556216 + Penalty 2039.909134 = -59232.647082
  nChanged 30
		SP:Iteration 2F (17102.500000 sec): 3 clusters
  Score: Raw -61314.917835 + Penalty 2039.909134 = -59275.008701
  nChanged 8
		SP:Iteration 3Q (17102.500000 sec): 3 clusters
  Score: Raw -61327.917592 + Penalty 2039.909134 = -59288.008458
  nChanged 2
		SP:Iteration 4Q (17102.500000 sec): 3 clusters
  Score: Raw -61331.200440 + Penalty 2039.909134 = -59291.291306
  nChanged 2
		SP:Iteration 5Q (17102.500000 sec): 3 clusters
  Score: Raw -61335.324688 + Penalty 2039.909134 = -59295.415554
  nChanged 2
		SP:Iteration 6Q (17102.510000 sec): 3 clusters
  Score: Raw -61339.202646 + Penalty 2039.909134 = -59299.293512
  nChanged 1
		SP:Iteration 7Q (17102.510000 sec): 3 clusters
  Score: Raw -61339.550916 + Penalty 2039.909134 = -59299.641782
  nChanged 0
		SP:Iteration 8F (17102.510000 sec): 3 clusters
  Score: Raw -61339.550916 + Penalty 2039.909134 = -59299.641782
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 62 (4781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17102.520000 sec): 2 clusters
  Score: Raw -545877.871764 + Penalty 1376.765814 = -544501.105951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17102.530000 sec): 3 clusters
  Score: Raw -543402.835774 + Penalty 2753.531628 = -540649.304146
  nChanged 1941
		SP:Iteration 1F (17102.550000 sec): 3 clusters
  Score: Raw -544485.573751 + Penalty 2753.531628 = -541732.042123
  nChanged 343
		SP:Iteration 2F (17102.560000 sec): 3 clusters
  Score: Raw -544695.389326 + Penalty 2753.531628 = -541941.857698
  nChanged 258
		SP:Iteration 3F (17102.570000 sec): 3 clusters
  Score: Raw -544834.296009 + Penalty 2753.531628 = -542080.764381
  nChanged 241
		SP:Iteration 4F (17102.580000 sec): 3 clusters
  Score: Raw -544999.012148 + Penalty 2753.531628 = -542245.480520
  nChanged 238
		SP:Iteration 5Q (17102.590000 sec): 3 clusters
  Score: Raw -545146.285091 + Penalty 2753.531628 = -542392.753463
  nChanged 219
		SP:Iteration 6Q (17102.610000 sec): 3 clusters
  Score: Raw -545283.497316 + Penalty 2753.531628 = -542529.965688
  nChanged 200
		SP:Iteration 7Q (17102.620000 sec): 3 clusters
  Score: Raw -545427.001414 + Penalty 2753.531628 = -542673.469786
  nChanged 184
		SP:Iteration 8Q (17102.630000 sec): 3 clusters
  Score: Raw -545582.638196 + Penalty 2753.531628 = -542829.106568
  nChanged 185
		SP:Iteration 9Q (17102.640000 sec): 3 clusters
  Score: Raw -545731.017488 + Penalty 2753.531628 = -542977.485860
  nChanged 134
		SP:Iteration 10Q (17102.650000 sec): 3 clusters
  Score: Raw -545833.006645 + Penalty 2753.531628 = -543079.475017
  nChanged 107
		SP:Iteration 11Q (17102.660000 sec): 3 clusters
  Score: Raw -545903.799349 + Penalty 2753.531628 = -543150.267722
  nChanged 81
		SP:Iteration 12Q (17102.670000 sec): 3 clusters
  Score: Raw -545970.412034 + Penalty 2753.531628 = -543216.880406
  nChanged 74
		SP:Iteration 13Q (17102.680000 sec): 3 clusters
  Score: Raw -546024.361460 + Penalty 2753.531628 = -543270.829832
  nChanged 62
		SP:Iteration 14Q (17102.690000 sec): 3 clusters
  Score: Raw -546060.407569 + Penalty 2753.531628 = -543306.875941
  nChanged 45
		SP:Iteration 15Q (17102.700000 sec): 3 clusters
  Score: Raw -546086.577165 + Penalty 2753.531628 = -543333.045537
  nChanged 35
		SP:Iteration 16Q (17102.710000 sec): 3 clusters
  Score: Raw -546108.825566 + Penalty 2753.531628 = -543355.293939
  nChanged 32
		SP:Iteration 17Q (17102.730000 sec): 3 clusters
  Score: Raw -546127.852187 + Penalty 2753.531628 = -543374.320560
  nChanged 25
		SP:Iteration 18Q (17102.730000 sec): 3 clusters
  Score: Raw -546141.320921 + Penalty 2753.531628 = -543387.789293
  nChanged 14
		SP:Iteration 19Q (17102.750000 sec): 3 clusters
  Score: Raw -546150.359680 + Penalty 2753.531628 = -543396.828052
  nChanged 22
		SP:Iteration 20F (17102.760000 sec): 3 clusters
  Score: Raw -546166.648005 + Penalty 2753.531628 = -543413.116377
  nChanged 21
		SP:Iteration 21Q (17102.770000 sec): 3 clusters
  Score: Raw -546177.276676 + Penalty 2753.531628 = -543423.745048
  nChanged 15
		SP:Iteration 22Q (17102.770000 sec): 3 clusters
  Score: Raw -546182.903100 + Penalty 2753.531628 = -543429.371472
  nChanged 7
		SP:Iteration 23Q (17102.790000 sec): 3 clusters
  Score: Raw -546185.507980 + Penalty 2753.531628 = -543431.976352
  nChanged 7
		SP:Iteration 24Q (17102.790000 sec): 3 clusters
  Score: Raw -546187.903852 + Penalty 2753.531628 = -543434.372224
  nChanged 7
		SP:Iteration 25Q (17102.810000 sec): 3 clusters
  Score: Raw -546190.775748 + Penalty 2753.531628 = -543437.244121
  nChanged 6
		SP:Iteration 26Q (17102.810000 sec): 3 clusters
  Score: Raw -546192.888616 + Penalty 2753.531628 = -543439.356988
  nChanged 3
		SP:Iteration 27Q (17102.830000 sec): 3 clusters
  Score: Raw -546193.946618 + Penalty 2753.531628 = -543440.414990
  nChanged 1
		SP:Iteration 28Q (17102.830000 sec): 3 clusters
  Score: Raw -546194.411820 + Penalty 2753.531628 = -543440.880192
  nChanged 1
		SP:Iteration 29Q (17102.840000 sec): 3 clusters
  Score: Raw -546195.053405 + Penalty 2753.531628 = -543441.521777
  nChanged 1
		SP:Iteration 30Q (17102.850000 sec): 3 clusters
  Score: Raw -546195.237895 + Penalty 2753.531628 = -543441.706267
  nChanged 1
		SP:Iteration 31Q (17102.860000 sec): 3 clusters
  Score: Raw -546195.908763 + Penalty 2753.531628 = -543442.377136
  nChanged 1
		SP:Iteration 32Q (17102.870000 sec): 3 clusters
  Score: Raw -546196.307683 + Penalty 2753.531628 = -543442.776055
  nChanged 2
		SP:Iteration 33Q (17102.880000 sec): 3 clusters
  Score: Raw -546197.079659 + Penalty 2753.531628 = -543443.548031
  nChanged 3
		SP:Iteration 34Q (17102.890000 sec): 3 clusters
  Score: Raw -546198.271027 + Penalty 2753.531628 = -543444.739399
  nChanged 1
		SP:Iteration 35Q (17102.900000 sec): 3 clusters
  Score: Raw -546199.279588 + Penalty 2753.531628 = -543445.747960
  nChanged 1
		SP:Iteration 36Q (17102.910000 sec): 3 clusters
  Score: Raw -546200.171283 + Penalty 2753.531628 = -543446.639655
  nChanged 1
		SP:Iteration 37Q (17102.920000 sec): 3 clusters
  Score: Raw -546200.821106 + Penalty 2753.531628 = -543447.289478
  nChanged 1
		SP:Iteration 38Q (17102.930000 sec): 3 clusters
  Score: Raw -546200.959038 + Penalty 2753.531628 = -543447.427410
  nChanged 0
		SP:Iteration 39F (17102.940000 sec): 3 clusters
  Score: Raw -546200.959038 + Penalty 2753.531628 = -543447.427410
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 63 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17102.950000 sec): 2 clusters
  Score: Raw -42404.804019 + Penalty 969.498845 = -41435.305174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17102.950000 sec): 3 clusters
  Score: Raw -42406.374495 + Penalty 1938.997690 = -40467.376805
  nChanged 77
		SP:Iteration 1F (17102.950000 sec): 3 clusters
  Score: Raw -42548.013085 + Penalty 1938.997690 = -40609.015395
  nChanged 31
		SP:Iteration 2F (17102.950000 sec): 3 clusters
  Score: Raw -42619.893188 + Penalty 1938.997690 = -40680.895498
  nChanged 10
		SP:Iteration 3Q (17102.950000 sec): 3 clusters
  Score: Raw -42654.396048 + Penalty 1938.997690 = -40715.398358
  nChanged 13
		SP:Iteration 4Q (17102.950000 sec): 3 clusters
  Score: Raw -42686.662298 + Penalty 1938.997690 = -40747.664608
  nChanged 3
		SP:Iteration 5Q (17102.950000 sec): 3 clusters
  Score: Raw -42692.619892 + Penalty 1938.997690 = -40753.622202
  nChanged 3
		SP:Iteration 6Q (17102.960000 sec): 3 clusters
  Score: Raw -42699.324093 + Penalty 1938.997690 = -40760.326402
  nChanged 3
		SP:Iteration 7Q (17102.960000 sec): 3 clusters
  Score: Raw -42706.030080 + Penalty 1938.997690 = -40767.032390
  nChanged 0
		SP:Iteration 8F (17102.960000 sec): 3 clusters
  Score: Raw -42706.030080 + Penalty 1938.997690 = -40767.032390
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 64 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17102.970000 sec): 2 clusters
  Score: Raw -204183.311846 + Penalty 1231.282314 = -202952.029533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17102.970000 sec): 3 clusters
  Score: Raw -203394.199577 + Penalty 2462.564628 = -200931.634950
  nChanged 698
		SP:Iteration 1F (17102.980000 sec): 3 clusters
  Score: Raw -204019.028943 + Penalty 2462.564628 = -201556.464316
  nChanged 213
		SP:Iteration 2F (17102.980000 sec): 3 clusters
  Score: Raw -204290.630326 + Penalty 2462.564628 = -201828.065698
  nChanged 137
		SP:Iteration 3F (17102.990000 sec): 3 clusters
  Score: Raw -204454.471724 + Penalty 2462.564628 = -201991.907096
  nChanged 91
		SP:Iteration 4Q (17102.990000 sec): 3 clusters
  Score: Raw -204557.736277 + Penalty 2462.564628 = -202095.171649
  nChanged 85
		SP:Iteration 5Q (17102.990000 sec): 3 clusters
  Score: Raw -204655.439400 + Penalty 2462.564628 = -202192.874773
  nChanged 73
		SP:Iteration 6Q (17103.000000 sec): 3 clusters
  Score: Raw -204763.452802 + Penalty 2462.564628 = -202300.888175
  nChanged 57
		SP:Iteration 7Q (17103.000000 sec): 3 clusters
  Score: Raw -204817.152677 + Penalty 2462.564628 = -202354.588049
  nChanged 51
		SP:Iteration 8Q (17103.010000 sec): 3 clusters
  Score: Raw -204868.159438 + Penalty 2462.564628 = -202405.594810
  nChanged 26
		SP:Iteration 9Q (17103.010000 sec): 3 clusters
  Score: Raw -204894.917077 + Penalty 2462.564628 = -202432.352450
  nChanged 30
		SP:Iteration 10Q (17103.020000 sec): 3 clusters
  Score: Raw -204921.418990 + Penalty 2462.564628 = -202458.854363
  nChanged 25
		SP:Iteration 11Q (17103.020000 sec): 3 clusters
  Score: Raw -204940.140807 + Penalty 2462.564628 = -202477.576180
  nChanged 23
		SP:Iteration 12Q (17103.030000 sec): 3 clusters
  Score: Raw -204964.413742 + Penalty 2462.564628 = -202501.849115
  nChanged 16
		SP:Iteration 13Q (17103.030000 sec): 3 clusters
  Score: Raw -204979.481810 + Penalty 2462.564628 = -202516.917183
  nChanged 15
		SP:Iteration 14Q (17103.030000 sec): 3 clusters
  Score: Raw -204990.210676 + Penalty 2462.564628 = -202527.646049
  nChanged 15
		SP:Iteration 15Q (17103.040000 sec): 3 clusters
  Score: Raw -205000.839264 + Penalty 2462.564628 = -202538.274637
  nChanged 17
		SP:Iteration 16Q (17103.040000 sec): 3 clusters
  Score: Raw -205012.245637 + Penalty 2462.564628 = -202549.681009
  nChanged 16
		SP:Iteration 17Q (17103.050000 sec): 3 clusters
  Score: Raw -205022.075965 + Penalty 2462.564628 = -202559.511338
  nChanged 7
		SP:Iteration 18Q (17103.050000 sec): 3 clusters
  Score: Raw -205026.549246 + Penalty 2462.564628 = -202563.984618
  nChanged 6
		SP:Iteration 19Q (17103.050000 sec): 3 clusters
  Score: Raw -205029.827320 + Penalty 2462.564628 = -202567.262693
  nChanged 4
		SP:Iteration 20F (17103.060000 sec): 3 clusters
  Score: Raw -205031.727518 + Penalty 2462.564628 = -202569.162891
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 65 (3045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17103.070000 sec): 2 clusters
  Score: Raw -318863.849937 + Penalty 1303.454129 = -317560.395808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17103.080000 sec): 3 clusters
  Score: Raw -317443.404245 + Penalty 2606.908259 = -314836.495986
  nChanged 1165
		SP:Iteration 1F (17103.090000 sec): 3 clusters
  Score: Raw -318357.261489 + Penalty 2606.908259 = -315750.353231
  nChanged 309
		SP:Iteration 2F (17103.090000 sec): 3 clusters
  Score: Raw -318625.714761 + Penalty 2606.908259 = -316018.806503
  nChanged 193
		SP:Iteration 3F (17103.100000 sec): 3 clusters
  Score: Raw -318786.072952 + Penalty 2606.908259 = -316179.164694
  nChanged 144
		SP:Iteration 4Q (17103.110000 sec): 3 clusters
  Score: Raw -318913.126001 + Penalty 2606.908259 = -316306.217742
  nChanged 142
		SP:Iteration 5Q (17103.110000 sec): 3 clusters
  Score: Raw -319071.822995 + Penalty 2606.908259 = -316464.914736
  nChanged 117
		SP:Iteration 6Q (17103.120000 sec): 3 clusters
  Score: Raw -319186.555995 + Penalty 2606.908259 = -316579.647737
  nChanged 97
		SP:Iteration 7Q (17103.130000 sec): 3 clusters
  Score: Raw -319246.254113 + Penalty 2606.908259 = -316639.345855
  nChanged 59
		SP:Iteration 8Q (17103.140000 sec): 3 clusters
  Score: Raw -319281.787675 + Penalty 2606.908259 = -316674.879416
  nChanged 55
		SP:Iteration 9Q (17103.140000 sec): 3 clusters
  Score: Raw -319310.823075 + Penalty 2606.908259 = -316703.914816
  nChanged 39
		SP:Iteration 10Q (17103.150000 sec): 3 clusters
  Score: Raw -319330.694391 + Penalty 2606.908259 = -316723.786133
  nChanged 34
		SP:Iteration 11Q (17103.160000 sec): 3 clusters
  Score: Raw -319350.088010 + Penalty 2606.908259 = -316743.179751
  nChanged 38
		SP:Iteration 12Q (17103.170000 sec): 3 clusters
  Score: Raw -319369.524444 + Penalty 2606.908259 = -316762.616186
  nChanged 34
		SP:Iteration 13Q (17103.170000 sec): 3 clusters
  Score: Raw -319383.510414 + Penalty 2606.908259 = -316776.602156
  nChanged 26
		SP:Iteration 14Q (17103.180000 sec): 3 clusters
  Score: Raw -319392.003876 + Penalty 2606.908259 = -316785.095617
  nChanged 21
		SP:Iteration 15Q (17103.190000 sec): 3 clusters
  Score: Raw -319401.439474 + Penalty 2606.908259 = -316794.531216
  nChanged 22
		SP:Iteration 16Q (17103.190000 sec): 3 clusters
  Score: Raw -319411.463921 + Penalty 2606.908259 = -316804.555663
  nChanged 19
		SP:Iteration 17Q (17103.200000 sec): 3 clusters
  Score: Raw -319418.715021 + Penalty 2606.908259 = -316811.806763
  nChanged 17
		SP:Iteration 18Q (17103.210000 sec): 3 clusters
  Score: Raw -319425.589437 + Penalty 2606.908259 = -316818.681178
  nChanged 15
		SP:Iteration 19Q (17103.210000 sec): 3 clusters
  Score: Raw -319434.495823 + Penalty 2606.908259 = -316827.587564
  nChanged 14
		SP:Iteration 20F (17103.220000 sec): 3 clusters
  Score: Raw -319439.840350 + Penalty 2606.908259 = -316832.932092
  nChanged 10
		SP:Iteration 21Q (17103.230000 sec): 3 clusters
  Score: Raw -319446.691569 + Penalty 2606.908259 = -316839.783310
  nChanged 19
		SP:Iteration 22Q (17103.230000 sec): 3 clusters
  Score: Raw -319458.340362 + Penalty 2606.908259 = -316851.432104
  nChanged 23
		SP:Iteration 23Q (17103.240000 sec): 3 clusters
  Score: Raw -319479.070643 + Penalty 2606.908259 = -316872.162384
  nChanged 41
		SP:Iteration 24Q (17103.250000 sec): 3 clusters
  Score: Raw -319516.507403 + Penalty 2606.908259 = -316909.599145
  nChanged 41
		SP:Iteration 25Q (17103.260000 sec): 3 clusters
  Score: Raw -319547.876189 + Penalty 2606.908259 = -316940.967931
  nChanged 40
		SP:Iteration 26Q (17103.260000 sec): 3 clusters
  Score: Raw -319577.096953 + Penalty 2606.908259 = -316970.188694
  nChanged 39
		SP:Iteration 27Q (17103.270000 sec): 3 clusters
  Score: Raw -319598.729408 + Penalty 2606.908259 = -316991.821149
  nChanged 23
		SP:Iteration 28Q (17103.280000 sec): 3 clusters
  Score: Raw -319608.935481 + Penalty 2606.908259 = -317002.027223
  nChanged 20
		SP:Iteration 29Q (17103.280000 sec): 3 clusters
  Score: Raw -319615.481585 + Penalty 2606.908259 = -317008.573326
  nChanged 9
		SP:Iteration 30Q (17103.290000 sec): 3 clusters
  Score: Raw -319619.619092 + Penalty 2606.908259 = -317012.710834
  nChanged 6
		SP:Iteration 31Q (17103.300000 sec): 3 clusters
  Score: Raw -319621.129654 + Penalty 2606.908259 = -317014.221396
  nChanged 3
		SP:Iteration 32Q (17103.310000 sec): 3 clusters
  Score: Raw -319621.800164 + Penalty 2606.908259 = -317014.891906
  nChanged 1
		SP:Iteration 33Q (17103.310000 sec): 3 clusters
  Score: Raw -319622.034659 + Penalty 2606.908259 = -317015.126400
  nChanged 0
		SP:Iteration 34F (17103.320000 sec): 3 clusters
  Score: Raw -319622.034659 + Penalty 2606.908259 = -317015.126400
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 66 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17103.330000 sec): 2 clusters
  Score: Raw -146220.706692 + Penalty 1181.877547 = -145038.829145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17103.330000 sec): 3 clusters
  Score: Raw -145688.516188 + Penalty 2363.755094 = -143324.761094
  nChanged 437
		SP:Iteration 1F (17103.330000 sec): 3 clusters
  Score: Raw -146094.081762 + Penalty 2363.755094 = -143730.326669
  nChanged 151
		SP:Iteration 2F (17103.340000 sec): 3 clusters
  Score: Raw -146316.415392 + Penalty 2363.755094 = -143952.660299
  nChanged 108
		SP:Iteration 3F (17103.340000 sec): 3 clusters
  Score: Raw -146499.476774 + Penalty 2363.755094 = -144135.721680
  nChanged 89
		SP:Iteration 4F (17103.350000 sec): 3 clusters
  Score: Raw -146649.699644 + Penalty 2363.755094 = -144285.944550
  nChanged 65
		SP:Iteration 5Q (17103.350000 sec): 3 clusters
  Score: Raw -146747.560290 + Penalty 2363.755094 = -144383.805196
  nChanged 46
		SP:Iteration 6Q (17103.350000 sec): 3 clusters
  Score: Raw -146799.746548 + Penalty 2363.755094 = -144435.991454
  nChanged 25
		SP:Iteration 7Q (17103.350000 sec): 3 clusters
  Score: Raw -146820.440200 + Penalty 2363.755094 = -144456.685106
  nChanged 15
		SP:Iteration 8Q (17103.360000 sec): 3 clusters
  Score: Raw -146837.387563 + Penalty 2363.755094 = -144473.632469
  nChanged 14
		SP:Iteration 9Q (17103.360000 sec): 3 clusters
  Score: Raw -146849.937302 + Penalty 2363.755094 = -144486.182208
  nChanged 10
		SP:Iteration 10Q (17103.370000 sec): 3 clusters
  Score: Raw -146854.568826 + Penalty 2363.755094 = -144490.813732
  nChanged 4
		SP:Iteration 11Q (17103.370000 sec): 3 clusters
  Score: Raw -146856.954830 + Penalty 2363.755094 = -144493.199737
  nChanged 3
		SP:Iteration 12Q (17103.370000 sec): 3 clusters
  Score: Raw -146859.481785 + Penalty 2363.755094 = -144495.726691
  nChanged 1
		SP:Iteration 13Q (17103.370000 sec): 3 clusters
  Score: Raw -146860.066791 + Penalty 2363.755094 = -144496.311697
  nChanged 1
		SP:Iteration 14Q (17103.380000 sec): 3 clusters
  Score: Raw -146860.683180 + Penalty 2363.755094 = -144496.928086
  nChanged 1
		SP:Iteration 15Q (17103.380000 sec): 3 clusters
  Score: Raw -146861.252146 + Penalty 2363.755094 = -144497.497053
  nChanged 1
		SP:Iteration 16Q (17103.380000 sec): 3 clusters
  Score: Raw -146862.023349 + Penalty 2363.755094 = -144498.268255
  nChanged 2
		SP:Iteration 17Q (17103.390000 sec): 3 clusters
  Score: Raw -146862.654609 + Penalty 2363.755094 = -144498.899515
  nChanged 1
		SP:Iteration 18Q (17103.390000 sec): 3 clusters
  Score: Raw -146863.101396 + Penalty 2363.755094 = -144499.346302
  nChanged 0
		SP:Iteration 19F (17103.390000 sec): 3 clusters
  Score: Raw -146863.101396 + Penalty 2363.755094 = -144499.346302
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 67 (59530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17103.570000 sec): 2 clusters
  Score: Raw -7061524.544025 + Penalty 1786.563296 = -7059737.980729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17103.730000 sec): 3 clusters
  Score: Raw -7023442.192178 + Penalty 3573.126591 = -7019869.065587
  nChanged 28083
		SP:Iteration 1F (17103.880000 sec): 3 clusters
  Score: Raw -7039411.506196 + Penalty 3573.126591 = -7035838.379604
  nChanged 2283
		SP:Iteration 2Q (17104.040000 sec): 3 clusters
  Score: Raw -7039989.856126 + Penalty 3573.126591 = -7036416.729535
  nChanged 2244
		SP:Iteration 3Q (17104.200000 sec): 3 clusters
  Score: Raw -7040576.107831 + Penalty 3573.126591 = -7037002.981239
  nChanged 2215
		SP:Iteration 4Q (17104.360000 sec): 3 clusters
  Score: Raw -7041205.830059 + Penalty 3573.126591 = -7037632.703467
  nChanged 2276
		SP:Iteration 5Q (17104.520000 sec): 3 clusters
  Score: Raw -7041966.620586 + Penalty 3573.126591 = -7038393.493994
  nChanged 2495
		SP:Iteration 6Q (17104.670000 sec): 3 clusters
  Score: Raw -7042992.428956 + Penalty 3573.126591 = -7039419.302364
  nChanged 2854
		SP:Iteration 7Q (17104.840000 sec): 3 clusters
  Score: Raw -7044491.883482 + Penalty 3573.126591 = -7040918.756890
  nChanged 3453
		SP:Iteration 8F (17104.990000 sec): 3 clusters
  Score: Raw -7046787.896690 + Penalty 3573.126591 = -7043214.770098
  nChanged 3892
		SP:Iteration 9F (17105.150000 sec): 3 clusters
  Score: Raw -7049938.584042 + Penalty 3573.126591 = -7046365.457451
  nChanged 3986
		SP:Iteration 10F (17105.300000 sec): 3 clusters
  Score: Raw -7053534.288391 + Penalty 3573.126591 = -7049961.161799
  nChanged 3262
		SP:Iteration 11F (17105.460000 sec): 3 clusters
  Score: Raw -7056489.092158 + Penalty 3573.126591 = -7052915.965566
  nChanged 2318
		SP:Iteration 12Q (17105.600000 sec): 3 clusters
  Score: Raw -7058577.930970 + Penalty 3573.126591 = -7055004.804378
  nChanged 1521
		SP:Iteration 13Q (17105.730000 sec): 3 clusters
  Score: Raw -7059881.932888 + Penalty 3573.126591 = -7056308.806296
  nChanged 915
		SP:Iteration 14Q (17105.860000 sec): 3 clusters
  Score: Raw -7060668.029490 + Penalty 3573.126591 = -7057094.902899
  nChanged 542
		SP:Iteration 15Q (17105.970000 sec): 3 clusters
  Score: Raw -7061098.010400 + Penalty 3573.126591 = -7057524.883809
  nChanged 321
		SP:Iteration 16Q (17106.090000 sec): 3 clusters
  Score: Raw -7061344.380087 + Penalty 3573.126591 = -7057771.253495
  nChanged 214
		SP:Iteration 17Q (17106.200000 sec): 3 clusters
  Score: Raw -7061515.717993 + Penalty 3573.126591 = -7057942.591402
  nChanged 147
		SP:Iteration 18Q (17106.310000 sec): 3 clusters
  Score: Raw -7061617.200722 + Penalty 3573.126591 = -7058044.074131
  nChanged 76
		SP:Iteration 19Q (17106.420000 sec): 3 clusters
  Score: Raw -7061662.626782 + Penalty 3573.126591 = -7058089.500191
  nChanged 55
		SP:Iteration 20F (17106.570000 sec): 3 clusters
  Score: Raw -7061692.993943 + Penalty 3573.126591 = -7058119.867352
  nChanged 35
		SP:Iteration 21Q (17106.680000 sec): 3 clusters
  Score: Raw -7061714.842119 + Penalty 3573.126591 = -7058141.715528
  nChanged 28
		SP:Iteration 22Q (17106.790000 sec): 3 clusters
  Score: Raw -7061732.911658 + Penalty 3573.126591 = -7058159.785067
  nChanged 24
		SP:Iteration 23Q (17106.900000 sec): 3 clusters
  Score: Raw -7061746.012006 + Penalty 3573.126591 = -7058172.885414
  nChanged 21
		SP:Iteration 24Q (17107.010000 sec): 3 clusters
  Score: Raw -7061758.900066 + Penalty 3573.126591 = -7058185.773474
  nChanged 24
		SP:Iteration 25Q (17107.110000 sec): 3 clusters
  Score: Raw -7061774.086365 + Penalty 3573.126591 = -7058200.959774
  nChanged 19
		SP:Iteration 26Q (17107.220000 sec): 3 clusters
  Score: Raw -7061788.701711 + Penalty 3573.126591 = -7058215.575119
  nChanged 13
		SP:Iteration 27Q (17107.330000 sec): 3 clusters
  Score: Raw -7061798.271412 + Penalty 3573.126591 = -7058225.144820
  nChanged 10
		SP:Iteration 28Q (17107.440000 sec): 3 clusters
  Score: Raw -7061802.947097 + Penalty 3573.126591 = -7058229.820506
  nChanged 10
		SP:Iteration 29Q (17107.550000 sec): 3 clusters
  Score: Raw -7061810.237929 + Penalty 3573.126591 = -7058237.111338
  nChanged 14
		SP:Iteration 30Q (17107.650000 sec): 3 clusters
  Score: Raw -7061820.417483 + Penalty 3573.126591 = -7058247.290891
  nChanged 10
		SP:Iteration 31Q (17107.760000 sec): 3 clusters
  Score: Raw -7061826.766426 + Penalty 3573.126591 = -7058253.639835
  nChanged 13
		SP:Iteration 32Q (17107.870000 sec): 3 clusters
  Score: Raw -7061835.764709 + Penalty 3573.126591 = -7058262.638118
  nChanged 8
		SP:Iteration 33Q (17107.980000 sec): 3 clusters
  Score: Raw -7061842.398866 + Penalty 3573.126591 = -7058269.272274
  nChanged 6
		SP:Iteration 34Q (17108.080000 sec): 3 clusters
  Score: Raw -7061845.238156 + Penalty 3573.126591 = -7058272.111564
  nChanged 10
		SP:Iteration 35Q (17108.190000 sec): 3 clusters
  Score: Raw -7061851.872031 + Penalty 3573.126591 = -7058278.745439
  nChanged 5
		SP:Iteration 36Q (17108.300000 sec): 3 clusters
  Score: Raw -7061855.721833 + Penalty 3573.126591 = -7058282.595242
  nChanged 2
		SP:Iteration 37Q (17108.410000 sec): 3 clusters
  Score: Raw -7061857.192006 + Penalty 3573.126591 = -7058284.065415
  nChanged 2
		SP:Iteration 38Q (17108.510000 sec): 3 clusters
  Score: Raw -7061858.239973 + Penalty 3573.126591 = -7058285.113382
  nChanged 2
		SP:Iteration 39Q (17108.620000 sec): 3 clusters
  Score: Raw -7061858.903878 + Penalty 3573.126591 = -7058285.777287
  nChanged 1
		SP:Iteration 40F (17108.770000 sec): 3 clusters
  Score: Raw -7061859.208383 + Penalty 3573.126591 = -7058286.081792
  nChanged 1
		SP:Iteration 41Q (17108.880000 sec): 3 clusters
  Score: Raw -7061859.412078 + Penalty 3573.126591 = -7058286.285487
  nChanged 0
		SP:Iteration 42F (17109.030000 sec): 3 clusters
  Score: Raw -7061859.412078 + Penalty 3573.126591 = -7058286.285487
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 68 (2915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17109.070000 sec): 2 clusters
  Score: Raw -337217.587578 + Penalty 1296.364079 = -335921.223500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17109.080000 sec): 3 clusters
  Score: Raw -335819.548337 + Penalty 2592.728157 = -333226.820180
  nChanged 1097
		SP:Iteration 1F (17109.090000 sec): 3 clusters
  Score: Raw -336440.947753 + Penalty 2592.728157 = -333848.219596
  nChanged 231
		SP:Iteration 2F (17109.090000 sec): 3 clusters
  Score: Raw -336585.533805 + Penalty 2592.728157 = -333992.805648
  nChanged 143
		SP:Iteration 3Q (17109.100000 sec): 3 clusters
  Score: Raw -336666.243567 + Penalty 2592.728157 = -334073.515410
  nChanged 106
		SP:Iteration 4Q (17109.110000 sec): 3 clusters
  Score: Raw -336718.250313 + Penalty 2592.728157 = -334125.522156
  nChanged 60
		SP:Iteration 5Q (17109.120000 sec): 3 clusters
  Score: Raw -336748.803713 + Penalty 2592.728157 = -334156.075556
  nChanged 55
		SP:Iteration 6Q (17109.120000 sec): 3 clusters
  Score: Raw -336778.595031 + Penalty 2592.728157 = -334185.866874
  nChanged 54
		SP:Iteration 7Q (17109.130000 sec): 3 clusters
  Score: Raw -336802.580909 + Penalty 2592.728157 = -334209.852752
  nChanged 42
		SP:Iteration 8Q (17109.140000 sec): 3 clusters
  Score: Raw -336825.825941 + Penalty 2592.728157 = -334233.097784
  nChanged 52
		SP:Iteration 9Q (17109.150000 sec): 3 clusters
  Score: Raw -336856.231402 + Penalty 2592.728157 = -334263.503245
  nChanged 62
		SP:Iteration 10Q (17109.150000 sec): 3 clusters
  Score: Raw -336898.732007 + Penalty 2592.728157 = -334306.003850
  nChanged 85
		SP:Iteration 11Q (17109.160000 sec): 3 clusters
  Score: Raw -336955.865259 + Penalty 2592.728157 = -334363.137102
  nChanged 75
		SP:Iteration 12Q (17109.170000 sec): 3 clusters
  Score: Raw -337005.664689 + Penalty 2592.728157 = -334412.936532
  nChanged 66
		SP:Iteration 13Q (17109.170000 sec): 3 clusters
  Score: Raw -337042.773183 + Penalty 2592.728157 = -334450.045026
  nChanged 57
		SP:Iteration 14Q (17109.180000 sec): 3 clusters
  Score: Raw -337075.314641 + Penalty 2592.728157 = -334482.586484
  nChanged 45
		SP:Iteration 15Q (17109.190000 sec): 3 clusters
  Score: Raw -337111.776444 + Penalty 2592.728157 = -334519.048287
  nChanged 53
		SP:Iteration 16Q (17109.190000 sec): 3 clusters
  Score: Raw -337155.751732 + Penalty 2592.728157 = -334563.023575
  nChanged 49
		SP:Iteration 17Q (17109.200000 sec): 3 clusters
  Score: Raw -337186.327660 + Penalty 2592.728157 = -334593.599503
  nChanged 39
		SP:Iteration 18Q (17109.210000 sec): 3 clusters
  Score: Raw -337211.451311 + Penalty 2592.728157 = -334618.723153
  nChanged 33
		SP:Iteration 19Q (17109.210000 sec): 3 clusters
  Score: Raw -337233.801765 + Penalty 2592.728157 = -334641.073608
  nChanged 31
		SP:Iteration 20F (17109.220000 sec): 3 clusters
  Score: Raw -337257.589879 + Penalty 2592.728157 = -334664.861722
  nChanged 32
		SP:Iteration 21Q (17109.230000 sec): 3 clusters
  Score: Raw -337277.754050 + Penalty 2592.728157 = -334685.025893
  nChanged 27
		SP:Iteration 22Q (17109.230000 sec): 3 clusters
  Score: Raw -337300.510015 + Penalty 2592.728157 = -334707.781857
  nChanged 26
		SP:Iteration 23Q (17109.240000 sec): 3 clusters
  Score: Raw -337324.904076 + Penalty 2592.728157 = -334732.175919
  nChanged 28
		SP:Iteration 24Q (17109.250000 sec): 3 clusters
  Score: Raw -337344.358349 + Penalty 2592.728157 = -334751.630191
  nChanged 20
		SP:Iteration 25Q (17109.250000 sec): 3 clusters
  Score: Raw -337359.016346 + Penalty 2592.728157 = -334766.288189
  nChanged 19
		SP:Iteration 26Q (17109.260000 sec): 3 clusters
  Score: Raw -337377.542927 + Penalty 2592.728157 = -334784.814770
  nChanged 17
		SP:Iteration 27Q (17109.270000 sec): 3 clusters
  Score: Raw -337388.833158 + Penalty 2592.728157 = -334796.105001
  nChanged 11
		SP:Iteration 28Q (17109.270000 sec): 3 clusters
  Score: Raw -337396.848505 + Penalty 2592.728157 = -334804.120347
  nChanged 7
		SP:Iteration 29Q (17109.280000 sec): 3 clusters
  Score: Raw -337402.020793 + Penalty 2592.728157 = -334809.292636
  nChanged 2
		SP:Iteration 30Q (17109.290000 sec): 3 clusters
  Score: Raw -337404.122454 + Penalty 2592.728157 = -334811.394297
  nChanged 2
		SP:Iteration 31Q (17109.290000 sec): 3 clusters
  Score: Raw -337405.474362 + Penalty 2592.728157 = -334812.746205
  nChanged 3
		SP:Iteration 32Q (17109.300000 sec): 3 clusters
  Score: Raw -337407.706910 + Penalty 2592.728157 = -334814.978753
  nChanged 3
		SP:Iteration 33Q (17109.310000 sec): 3 clusters
  Score: Raw -337409.384078 + Penalty 2592.728157 = -334816.655921
  nChanged 5
		SP:Iteration 34Q (17109.310000 sec): 3 clusters
  Score: Raw -337413.778985 + Penalty 2592.728157 = -334821.050827
  nChanged 5
		SP:Iteration 35Q (17109.320000 sec): 3 clusters
  Score: Raw -337419.096939 + Penalty 2592.728157 = -334826.368782
  nChanged 5
		SP:Iteration 36Q (17109.320000 sec): 3 clusters
  Score: Raw -337423.443359 + Penalty 2592.728157 = -334830.715202
  nChanged 6
		SP:Iteration 37Q (17109.330000 sec): 3 clusters
  Score: Raw -337428.464357 + Penalty 2592.728157 = -334835.736199
  nChanged 3
		SP:Iteration 38Q (17109.340000 sec): 3 clusters
  Score: Raw -337430.480823 + Penalty 2592.728157 = -334837.752666
  nChanged 2
		SP:Iteration 39Q (17109.340000 sec): 3 clusters
  Score: Raw -337431.589082 + Penalty 2592.728157 = -334838.860925
  nChanged 4
		SP:Iteration 40F (17109.350000 sec): 3 clusters
  Score: Raw -337433.569938 + Penalty 2592.728157 = -334840.841781
  nChanged 3
		SP:Iteration 41Q (17109.350000 sec): 3 clusters
  Score: Raw -337435.394243 + Penalty 2592.728157 = -334842.666086
  nChanged 1
		SP:Iteration 42Q (17109.360000 sec): 3 clusters
  Score: Raw -337435.871034 + Penalty 2592.728157 = -334843.142877
  nChanged 1
		SP:Iteration 43Q (17109.370000 sec): 3 clusters
  Score: Raw -337436.508241 + Penalty 2592.728157 = -334843.780084
  nChanged 1
		SP:Iteration 44Q (17109.370000 sec): 3 clusters
  Score: Raw -337436.811989 + Penalty 2592.728157 = -334844.083832
  nChanged 1
		SP:Iteration 45Q (17109.380000 sec): 3 clusters
  Score: Raw -337437.258166 + Penalty 2592.728157 = -334844.530009
  nChanged 1
		SP:Iteration 46Q (17109.390000 sec): 3 clusters
  Score: Raw -337437.714850 + Penalty 2592.728157 = -334844.986693
  nChanged 0
		SP:Iteration 47F (17109.390000 sec): 3 clusters
  Score: Raw -337437.714850 + Penalty 2592.728157 = -334844.986693
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 69 (12663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17109.430000 sec): 2 clusters
  Score: Raw -1382319.614979 + Penalty 1535.046441 = -1380784.568538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17109.470000 sec): 3 clusters
  Score: Raw -1374907.688723 + Penalty 3070.092881 = -1371837.595841
  nChanged 5634
		SP:Iteration 1F (17109.500000 sec): 3 clusters
  Score: Raw -1378136.555063 + Penalty 3070.092881 = -1375066.462182
  nChanged 841
		SP:Iteration 2F (17109.530000 sec): 3 clusters
  Score: Raw -1378604.268842 + Penalty 3070.092881 = -1375534.175961
  nChanged 794
		SP:Iteration 3F (17109.560000 sec): 3 clusters
  Score: Raw -1379090.738334 + Penalty 3070.092881 = -1376020.645453
  nChanged 815
		SP:Iteration 4F (17109.590000 sec): 3 clusters
  Score: Raw -1379586.914759 + Penalty 3070.092881 = -1376516.821878
  nChanged 730
		SP:Iteration 5F (17109.620000 sec): 3 clusters
  Score: Raw -1380061.505732 + Penalty 3070.092881 = -1376991.412851
  nChanged 688
		SP:Iteration 6F (17109.650000 sec): 3 clusters
  Score: Raw -1380522.421248 + Penalty 3070.092881 = -1377452.328367
  nChanged 653
		SP:Iteration 7F (17109.690000 sec): 3 clusters
  Score: Raw -1380977.579313 + Penalty 3070.092881 = -1377907.486432
  nChanged 579
		SP:Iteration 8Q (17109.720000 sec): 3 clusters
  Score: Raw -1381367.697009 + Penalty 3070.092881 = -1378297.604128
  nChanged 458
		SP:Iteration 9Q (17109.750000 sec): 3 clusters
  Score: Raw -1381655.171375 + Penalty 3070.092881 = -1378585.078494
  nChanged 366
		SP:Iteration 10Q (17109.780000 sec): 3 clusters
  Score: Raw -1381885.870496 + Penalty 3070.092881 = -1378815.777614
  nChanged 328
		SP:Iteration 11Q (17109.810000 sec): 3 clusters
  Score: Raw -1382071.991740 + Penalty 3070.092881 = -1379001.898859
  nChanged 269
		SP:Iteration 12Q (17109.840000 sec): 3 clusters
  Score: Raw -1382211.169952 + Penalty 3070.092881 = -1379141.077071
  nChanged 222
		SP:Iteration 13Q (17109.870000 sec): 3 clusters
  Score: Raw -1382327.447868 + Penalty 3070.092881 = -1379257.354987
  nChanged 198
		SP:Iteration 14Q (17109.900000 sec): 3 clusters
  Score: Raw -1382431.389812 + Penalty 3070.092881 = -1379361.296930
  nChanged 185
		SP:Iteration 15Q (17109.930000 sec): 3 clusters
  Score: Raw -1382523.178142 + Penalty 3070.092881 = -1379453.085260
  nChanged 145
		SP:Iteration 16Q (17109.960000 sec): 3 clusters
  Score: Raw -1382588.157462 + Penalty 3070.092881 = -1379518.064580
  nChanged 110
		SP:Iteration 17Q (17109.990000 sec): 3 clusters
  Score: Raw -1382632.529606 + Penalty 3070.092881 = -1379562.436724
  nChanged 110
		SP:Iteration 18Q (17110.010000 sec): 3 clusters
  Score: Raw -1382676.163047 + Penalty 3070.092881 = -1379606.070166
  nChanged 81
		SP:Iteration 19Q (17110.040000 sec): 3 clusters
  Score: Raw -1382706.949612 + Penalty 3070.092881 = -1379636.856731
  nChanged 67
		SP:Iteration 20F (17110.070000 sec): 3 clusters
  Score: Raw -1382735.246878 + Penalty 3070.092881 = -1379665.153997
  nChanged 56
		SP:Iteration 21Q (17110.090000 sec): 3 clusters
  Score: Raw -1382758.298871 + Penalty 3070.092881 = -1379688.205990
  nChanged 51
		SP:Iteration 22Q (17110.120000 sec): 3 clusters
  Score: Raw -1382781.171173 + Penalty 3070.092881 = -1379711.078292
  nChanged 44
		SP:Iteration 23Q (17110.150000 sec): 3 clusters
  Score: Raw -1382799.240492 + Penalty 3070.092881 = -1379729.147611
  nChanged 35
		SP:Iteration 24Q (17110.170000 sec): 3 clusters
  Score: Raw -1382814.306237 + Penalty 3070.092881 = -1379744.213356
  nChanged 37
		SP:Iteration 25Q (17110.200000 sec): 3 clusters
  Score: Raw -1382828.893256 + Penalty 3070.092881 = -1379758.800375
  nChanged 38
		SP:Iteration 26Q (17110.230000 sec): 3 clusters
  Score: Raw -1382846.266981 + Penalty 3070.092881 = -1379776.174099
  nChanged 32
		SP:Iteration 27Q (17110.250000 sec): 3 clusters
  Score: Raw -1382864.310708 + Penalty 3070.092881 = -1379794.217826
  nChanged 31
		SP:Iteration 28Q (17110.280000 sec): 3 clusters
  Score: Raw -1382876.957903 + Penalty 3070.092881 = -1379806.865022
  nChanged 14
		SP:Iteration 29Q (17110.300000 sec): 3 clusters
  Score: Raw -1382882.443705 + Penalty 3070.092881 = -1379812.350824
  nChanged 14
		SP:Iteration 30Q (17110.330000 sec): 3 clusters
  Score: Raw -1382887.429214 + Penalty 3070.092881 = -1379817.336333
  nChanged 14
		SP:Iteration 31Q (17110.350000 sec): 3 clusters
  Score: Raw -1382891.483521 + Penalty 3070.092881 = -1379821.390639
  nChanged 15
		SP:Iteration 32Q (17110.380000 sec): 3 clusters
  Score: Raw -1382895.635417 + Penalty 3070.092881 = -1379825.542536
  nChanged 13
		SP:Iteration 33Q (17110.400000 sec): 3 clusters
  Score: Raw -1382899.271710 + Penalty 3070.092881 = -1379829.178829
  nChanged 6
		SP:Iteration 34Q (17110.430000 sec): 3 clusters
  Score: Raw -1382901.344068 + Penalty 3070.092881 = -1379831.251187
  nChanged 7
		SP:Iteration 35Q (17110.450000 sec): 3 clusters
  Score: Raw -1382903.201185 + Penalty 3070.092881 = -1379833.108304
  nChanged 3
		SP:Iteration 36Q (17110.480000 sec): 3 clusters
  Score: Raw -1382903.853834 + Penalty 3070.092881 = -1379833.760952
  nChanged 1
		SP:Iteration 37Q (17110.500000 sec): 3 clusters
  Score: Raw -1382904.204200 + Penalty 3070.092881 = -1379834.111319
  nChanged 4
		SP:Iteration 38Q (17110.530000 sec): 3 clusters
  Score: Raw -1382906.380023 + Penalty 3070.092881 = -1379836.287142
  nChanged 3
		SP:Iteration 39Q (17110.550000 sec): 3 clusters
  Score: Raw -1382907.008133 + Penalty 3070.092881 = -1379836.915252
  nChanged 1
		SP:Iteration 40F (17110.590000 sec): 3 clusters
  Score: Raw -1382907.446499 + Penalty 3070.092881 = -1379837.353618
  nChanged 2
		SP:Iteration 41Q (17110.610000 sec): 3 clusters
  Score: Raw -1382907.951335 + Penalty 3070.092881 = -1379837.858454
  nChanged 3
		SP:Iteration 42Q (17110.640000 sec): 3 clusters
  Score: Raw -1382909.192787 + Penalty 3070.092881 = -1379839.099906
  nChanged 5
		SP:Iteration 43Q (17110.660000 sec): 3 clusters
  Score: Raw -1382911.378458 + Penalty 3070.092881 = -1379841.285577
  nChanged 10
		SP:Iteration 44Q (17110.680000 sec): 3 clusters
  Score: Raw -1382913.700442 + Penalty 3070.092881 = -1379843.607561
  nChanged 2
		SP:Iteration 45Q (17110.710000 sec): 3 clusters
  Score: Raw -1382914.414351 + Penalty 3070.092881 = -1379844.321470
  nChanged 3
		SP:Iteration 46Q (17110.740000 sec): 3 clusters
  Score: Raw -1382915.267361 + Penalty 3070.092881 = -1379845.174479
  nChanged 2
		SP:Iteration 47Q (17110.760000 sec): 3 clusters
  Score: Raw -1382916.048786 + Penalty 3070.092881 = -1379845.955905
  nChanged 0
		SP:Iteration 48F (17110.790000 sec): 3 clusters
  Score: Raw -1382916.048786 + Penalty 3070.092881 = -1379845.955905
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 70 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17110.800000 sec): 2 clusters
  Score: Raw -118309.213355 + Penalty 1147.048200 = -117162.165155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17110.810000 sec): 3 clusters
  Score: Raw -117904.251896 + Penalty 2294.096400 = -115610.155497
  nChanged 355
		SP:Iteration 1F (17110.810000 sec): 3 clusters
  Score: Raw -118274.202463 + Penalty 2294.096400 = -115980.106063
  nChanged 99
		SP:Iteration 2F (17110.810000 sec): 3 clusters
  Score: Raw -118390.848990 + Penalty 2294.096400 = -116096.752591
  nChanged 62
		SP:Iteration 3F (17110.820000 sec): 3 clusters
  Score: Raw -118449.946554 + Penalty 2294.096400 = -116155.850155
  nChanged 36
		SP:Iteration 4Q (17110.820000 sec): 3 clusters
  Score: Raw -118483.843767 + Penalty 2294.096400 = -116189.747367
  nChanged 30
		SP:Iteration 5Q (17110.820000 sec): 3 clusters
  Score: Raw -118513.928391 + Penalty 2294.096400 = -116219.831991
  nChanged 22
		SP:Iteration 6Q (17110.820000 sec): 3 clusters
  Score: Raw -118534.268792 + Penalty 2294.096400 = -116240.172392
  nChanged 10
		SP:Iteration 7Q (17110.830000 sec): 3 clusters
  Score: Raw -118543.170814 + Penalty 2294.096400 = -116249.074414
  nChanged 3
		SP:Iteration 8Q (17110.830000 sec): 3 clusters
  Score: Raw -118544.295231 + Penalty 2294.096400 = -116250.198832
  nChanged 1
		SP:Iteration 9Q (17110.830000 sec): 3 clusters
  Score: Raw -118544.471094 + Penalty 2294.096400 = -116250.374694
  nChanged 1
		SP:Iteration 10Q (17110.840000 sec): 3 clusters
  Score: Raw -118545.434097 + Penalty 2294.096400 = -116251.337697
  nChanged 2
		SP:Iteration 11Q (17110.840000 sec): 3 clusters
  Score: Raw -118546.456937 + Penalty 2294.096400 = -116252.360538
  nChanged 1
		SP:Iteration 12Q (17110.840000 sec): 3 clusters
  Score: Raw -118547.342201 + Penalty 2294.096400 = -116253.245801
  nChanged 2
		SP:Iteration 13Q (17110.840000 sec): 3 clusters
  Score: Raw -118548.855241 + Penalty 2294.096400 = -116254.758842
  nChanged 2
		SP:Iteration 14Q (17110.840000 sec): 3 clusters
  Score: Raw -118552.187493 + Penalty 2294.096400 = -116258.091093
  nChanged 6
		SP:Iteration 15Q (17110.850000 sec): 3 clusters
  Score: Raw -118556.771298 + Penalty 2294.096400 = -116262.674899
  nChanged 3
		SP:Iteration 16Q (17110.850000 sec): 3 clusters
  Score: Raw -118558.621088 + Penalty 2294.096400 = -116264.524688
  nChanged 2
		SP:Iteration 17Q (17110.850000 sec): 3 clusters
  Score: Raw -118559.874567 + Penalty 2294.096400 = -116265.778167
  nChanged 1
		SP:Iteration 18Q (17110.860000 sec): 3 clusters
  Score: Raw -118560.539777 + Penalty 2294.096400 = -116266.443378
  nChanged 1
		SP:Iteration 19Q (17110.860000 sec): 3 clusters
  Score: Raw -118561.115992 + Penalty 2294.096400 = -116267.019592
  nChanged 4
		SP:Iteration 20F (17110.860000 sec): 3 clusters
  Score: Raw -118564.419233 + Penalty 2294.096400 = -116270.322833
  nChanged 4
		SP:Iteration 21Q (17110.860000 sec): 3 clusters
  Score: Raw -118566.203462 + Penalty 2294.096400 = -116272.107062
  nChanged 3
		SP:Iteration 22Q (17110.870000 sec): 3 clusters
  Score: Raw -118567.425344 + Penalty 2294.096400 = -116273.328945
  nChanged 2
		SP:Iteration 23Q (17110.870000 sec): 3 clusters
  Score: Raw -118568.013769 + Penalty 2294.096400 = -116273.917369
  nChanged 1
		SP:Iteration 24Q (17110.870000 sec): 3 clusters
  Score: Raw -118568.519908 + Penalty 2294.096400 = -116274.423509
  nChanged 0
		SP:Iteration 25F (17110.880000 sec): 3 clusters
  Score: Raw -118568.519908 + Penalty 2294.096400 = -116274.423509
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 71 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17110.880000 sec): 2 clusters
  Score: Raw -69720.245153 + Penalty 1047.171329 = -68673.073824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17110.880000 sec): 3 clusters
  Score: Raw -69562.916179 + Penalty 2094.342658 = -67468.573521
  nChanged 161
		SP:Iteration 1F (17110.880000 sec): 3 clusters
  Score: Raw -69769.130155 + Penalty 2094.342658 = -67674.787496
  nChanged 43
		SP:Iteration 2F (17110.890000 sec): 3 clusters
  Score: Raw -69852.733467 + Penalty 2094.342658 = -67758.390809
  nChanged 24
		SP:Iteration 3Q (17110.890000 sec): 3 clusters
  Score: Raw -69900.845450 + Penalty 2094.342658 = -67806.502792
  nChanged 26
		SP:Iteration 4Q (17110.890000 sec): 3 clusters
  Score: Raw -69949.139682 + Penalty 2094.342658 = -67854.797023
  nChanged 17
		SP:Iteration 5Q (17110.890000 sec): 3 clusters
  Score: Raw -69990.565473 + Penalty 2094.342658 = -67896.222814
  nChanged 15
		SP:Iteration 6Q (17110.890000 sec): 3 clusters
  Score: Raw -70021.946661 + Penalty 2094.342658 = -67927.604002
  nChanged 12
		SP:Iteration 7Q (17110.890000 sec): 3 clusters
  Score: Raw -70043.323931 + Penalty 2094.342658 = -67948.981273
  nChanged 8
		SP:Iteration 8Q (17110.900000 sec): 3 clusters
  Score: Raw -70067.134008 + Penalty 2094.342658 = -67972.791349
  nChanged 7
		SP:Iteration 9Q (17110.900000 sec): 3 clusters
  Score: Raw -70081.928299 + Penalty 2094.342658 = -67987.585640
  nChanged 10
		SP:Iteration 10Q (17110.900000 sec): 3 clusters
  Score: Raw -70103.370096 + Penalty 2094.342658 = -68009.027438
  nChanged 8
		SP:Iteration 11Q (17110.900000 sec): 3 clusters
  Score: Raw -70118.947225 + Penalty 2094.342658 = -68024.604567
  nChanged 8
		SP:Iteration 12Q (17110.900000 sec): 3 clusters
  Score: Raw -70131.768500 + Penalty 2094.342658 = -68037.425841
  nChanged 6
		SP:Iteration 13Q (17110.900000 sec): 3 clusters
  Score: Raw -70143.768413 + Penalty 2094.342658 = -68049.425755
  nChanged 6
		SP:Iteration 14Q (17110.900000 sec): 3 clusters
  Score: Raw -70151.371689 + Penalty 2094.342658 = -68057.029030
  nChanged 2
		SP:Iteration 15Q (17110.900000 sec): 3 clusters
  Score: Raw -70154.030677 + Penalty 2094.342658 = -68059.688019
  nChanged 2
		SP:Iteration 16Q (17110.910000 sec): 3 clusters
  Score: Raw -70162.374690 + Penalty 2094.342658 = -68068.032031
  nChanged 6
		SP:Iteration 17Q (17110.910000 sec): 3 clusters
  Score: Raw -70172.771671 + Penalty 2094.342658 = -68078.429012
  nChanged 6
		SP:Iteration 18Q (17110.910000 sec): 3 clusters
  Score: Raw -70179.690597 + Penalty 2094.342658 = -68085.347939
  nChanged 4
		SP:Iteration 19Q (17110.910000 sec): 3 clusters
  Score: Raw -70185.758557 + Penalty 2094.342658 = -68091.415899
  nChanged 4
		SP:Iteration 20F (17110.910000 sec): 3 clusters
  Score: Raw -70191.384673 + Penalty 2094.342658 = -68097.042015
  nChanged 3
		SP:Iteration 21Q (17110.910000 sec): 3 clusters
  Score: Raw -70194.601798 + Penalty 2094.342658 = -68100.259140
  nChanged 0
		SP:Iteration 22F (17110.920000 sec): 3 clusters
  Score: Raw -70194.601798 + Penalty 2094.342658 = -68100.259140
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 72 (496799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17112.330000 sec): 2 clusters
  Score: Raw -58067606.602357 + Penalty 2131.340379 = -58065475.261978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17113.640000 sec): 3 clusters
  Score: Raw -57732760.299587 + Penalty 4262.680759 = -57728497.618828
  nChanged 243358
		SP:Iteration 1F (17114.930000 sec): 3 clusters
  Score: Raw -57880029.245367 + Penalty 4262.680759 = -57875766.564608
  nChanged 12396
		SP:Iteration 2Q (17116.270000 sec): 3 clusters
  Score: Raw -57882690.823261 + Penalty 4262.680759 = -57878428.142502
  nChanged 14834
		SP:Iteration 3Q (17117.590000 sec): 3 clusters
  Score: Raw -57886963.938519 + Penalty 4262.680759 = -57882701.257760
  nChanged 18662
		SP:Iteration 4Q (17118.920000 sec): 3 clusters
  Score: Raw -57894427.495518 + Penalty 4262.680759 = -57890164.814759
  nChanged 23971
		SP:Iteration 5Q (17120.260000 sec): 3 clusters
  Score: Raw -57907645.938908 + Penalty 4262.680759 = -57903383.258149
  nChanged 29975
		SP:Iteration 6F (17121.550000 sec): 3 clusters
  Score: Raw -57929662.523260 + Penalty 4262.680759 = -57925399.842501
  nChanged 33922
		SP:Iteration 7F (17122.850000 sec): 3 clusters
  Score: Raw -57958817.056487 + Penalty 4262.680759 = -57954554.375728
  nChanged 32566
		SP:Iteration 8F (17124.140000 sec): 3 clusters
  Score: Raw -57986913.418325 + Penalty 4262.680759 = -57982650.737566
  nChanged 26542
		SP:Iteration 9F (17125.440000 sec): 3 clusters
  Score: Raw -58006412.826158 + Penalty 4262.680759 = -58002150.145399
  nChanged 19496
		SP:Iteration 10Q (17126.660000 sec): 3 clusters
  Score: Raw -58018394.011936 + Penalty 4262.680759 = -58014131.331177
  nChanged 14850
		SP:Iteration 11Q (17127.810000 sec): 3 clusters
  Score: Raw -58026925.793070 + Penalty 4262.680759 = -58022663.112311
  nChanged 12649
		SP:Iteration 12Q (17128.960000 sec): 3 clusters
  Score: Raw -58034300.985950 + Penalty 4262.680759 = -58030038.305192
  nChanged 11349
		SP:Iteration 13Q (17130.080000 sec): 3 clusters
  Score: Raw -58040956.220065 + Penalty 4262.680759 = -58036693.539306
  nChanged 10343
		SP:Iteration 14Q (17131.170000 sec): 3 clusters
  Score: Raw -58047135.746545 + Penalty 4262.680759 = -58042873.065786
  nChanged 9084
		SP:Iteration 15Q (17132.240000 sec): 3 clusters
  Score: Raw -58052465.348822 + Penalty 4262.680759 = -58048202.668063
  nChanged 7729
		SP:Iteration 16Q (17133.290000 sec): 3 clusters
  Score: Raw -58056842.992669 + Penalty 4262.680759 = -58052580.311911
  nChanged 6337
		SP:Iteration 17Q (17134.330000 sec): 3 clusters
  Score: Raw -58060279.612545 + Penalty 4262.680759 = -58056016.931786
  nChanged 5083
		SP:Iteration 18Q (17135.350000 sec): 3 clusters
  Score: Raw -58062874.425270 + Penalty 4262.680759 = -58058611.744511
  nChanged 3899
		SP:Iteration 19Q (17136.340000 sec): 3 clusters
  Score: Raw -58064683.619073 + Penalty 4262.680759 = -58060420.938314
  nChanged 2866
		SP:Iteration 20F (17137.630000 sec): 3 clusters
  Score: Raw -58065849.034749 + Penalty 4262.680759 = -58061586.353990
  nChanged 2122
		SP:Iteration 21Q (17138.590000 sec): 3 clusters
  Score: Raw -58066624.860759 + Penalty 4262.680759 = -58062362.180000
  nChanged 1594
		SP:Iteration 22Q (17139.550000 sec): 3 clusters
  Score: Raw -58067171.428983 + Penalty 4262.680759 = -58062908.748224
  nChanged 1192
		SP:Iteration 23Q (17140.510000 sec): 3 clusters
  Score: Raw -58067559.627794 + Penalty 4262.680759 = -58063296.947035
  nChanged 918
		SP:Iteration 24Q (17141.460000 sec): 3 clusters
  Score: Raw -58067818.810239 + Penalty 4262.680759 = -58063556.129480
  nChanged 702
		SP:Iteration 25Q (17142.400000 sec): 3 clusters
  Score: Raw -58068010.079430 + Penalty 4262.680759 = -58063747.398671
  nChanged 563
		SP:Iteration 26Q (17143.350000 sec): 3 clusters
  Score: Raw -58068154.783645 + Penalty 4262.680759 = -58063892.102886
  nChanged 446
		SP:Iteration 27Q (17144.290000 sec): 3 clusters
  Score: Raw -58068261.027197 + Penalty 4262.680759 = -58063998.346438
  nChanged 375
		SP:Iteration 28Q (17145.220000 sec): 3 clusters
  Score: Raw -58068338.793782 + Penalty 4262.680759 = -58064076.113023
  nChanged 279
		SP:Iteration 29Q (17146.180000 sec): 3 clusters
  Score: Raw -58068395.028005 + Penalty 4262.680759 = -58064132.347246
  nChanged 250
		SP:Iteration 30Q (17147.120000 sec): 3 clusters
  Score: Raw -58068443.169040 + Penalty 4262.680759 = -58064180.488282
  nChanged 200
		SP:Iteration 31Q (17148.050000 sec): 3 clusters
  Score: Raw -58068484.342516 + Penalty 4262.680759 = -58064221.661757
  nChanged 175
		SP:Iteration 32Q (17148.990000 sec): 3 clusters
  Score: Raw -58068516.083293 + Penalty 4262.680759 = -58064253.402535
  nChanged 132
		SP:Iteration 33Q (17149.920000 sec): 3 clusters
  Score: Raw -58068536.596912 + Penalty 4262.680759 = -58064273.916153
  nChanged 126
		SP:Iteration 34Q (17150.850000 sec): 3 clusters
  Score: Raw -58068555.233191 + Penalty 4262.680759 = -58064292.552432
  nChanged 101
		SP:Iteration 35Q (17151.780000 sec): 3 clusters
  Score: Raw -58068568.704571 + Penalty 4262.680759 = -58064306.023812
  nChanged 86
		SP:Iteration 36Q (17152.720000 sec): 3 clusters
  Score: Raw -58068580.633686 + Penalty 4262.680759 = -58064317.952927
  nChanged 80
		SP:Iteration 37Q (17153.650000 sec): 3 clusters
  Score: Raw -58068589.647201 + Penalty 4262.680759 = -58064326.966442
  nChanged 60
		SP:Iteration 38Q (17154.580000 sec): 3 clusters
  Score: Raw -58068596.061840 + Penalty 4262.680759 = -58064333.381081
  nChanged 54
		SP:Iteration 39Q (17155.510000 sec): 3 clusters
  Score: Raw -58068602.794866 + Penalty 4262.680759 = -58064340.114107
  nChanged 49
		SP:Iteration 40F (17156.790000 sec): 3 clusters
  Score: Raw -58068607.903335 + Penalty 4262.680759 = -58064345.222576
  nChanged 51
		SP:Iteration 41Q (17157.720000 sec): 3 clusters
  Score: Raw -58068614.148917 + Penalty 4262.680759 = -58064351.468158
  nChanged 50
		SP:Iteration 42Q (17158.670000 sec): 3 clusters
  Score: Raw -58068621.095665 + Penalty 4262.680759 = -58064358.414906
  nChanged 45
		SP:Iteration 43Q (17159.600000 sec): 3 clusters
  Score: Raw -58068627.486136 + Penalty 4262.680759 = -58064364.805377
  nChanged 57
		SP:Iteration 44Q (17160.530000 sec): 3 clusters
  Score: Raw -58068635.393351 + Penalty 4262.680759 = -58064372.712592
  nChanged 52
		SP:Iteration 45Q (17161.460000 sec): 3 clusters
  Score: Raw -58068642.281349 + Penalty 4262.680759 = -58064379.600591
  nChanged 53
		SP:Iteration 46Q (17162.390000 sec): 3 clusters
  Score: Raw -58068649.286382 + Penalty 4262.680759 = -58064386.605624
  nChanged 53
		SP:Iteration 47Q (17163.320000 sec): 3 clusters
  Score: Raw -58068656.089654 + Penalty 4262.680759 = -58064393.408895
  nChanged 52
		SP:Iteration 48Q (17164.260000 sec): 3 clusters
  Score: Raw -58068662.321017 + Penalty 4262.680759 = -58064399.640258
  nChanged 50
		SP:Iteration 49Q (17165.190000 sec): 3 clusters
  Score: Raw -58068668.681026 + Penalty 4262.680759 = -58064406.000267
  nChanged 44
		SP:Iteration 50Q (17166.120000 sec): 3 clusters
  Score: Raw -58068674.368368 + Penalty 4262.680759 = -58064411.687609
  nChanged 36
		SP:Iteration 51Q (17167.020000 sec): 3 clusters
  Score: Raw -58068678.096985 + Penalty 4262.680759 = -58064415.416226
  nChanged 34
		SP:Iteration 52Q (17167.910000 sec): 3 clusters
  Score: Raw -58068681.733622 + Penalty 4262.680759 = -58064419.052864
  nChanged 33
		SP:Iteration 53Q (17168.800000 sec): 3 clusters
  Score: Raw -58068685.531879 + Penalty 4262.680759 = -58064422.851120
  nChanged 27
		SP:Iteration 54Q (17169.680000 sec): 3 clusters
  Score: Raw -58068688.520593 + Penalty 4262.680759 = -58064425.839834
  nChanged 25
		SP:Iteration 55Q (17170.610000 sec): 3 clusters
  Score: Raw -58068690.839486 + Penalty 4262.680759 = -58064428.158727
  nChanged 17
		SP:Iteration 56Q (17171.530000 sec): 3 clusters
  Score: Raw -58068692.459329 + Penalty 4262.680759 = -58064429.778570
  nChanged 16
		SP:Iteration 57Q (17172.460000 sec): 3 clusters
  Score: Raw -58068693.812754 + Penalty 4262.680759 = -58064431.131995
  nChanged 10
		SP:Iteration 58Q (17173.390000 sec): 3 clusters
  Score: Raw -58068694.552941 + Penalty 4262.680759 = -58064431.872182
  nChanged 7
		SP:Iteration 59Q (17174.320000 sec): 3 clusters
  Score: Raw -58068695.174585 + Penalty 4262.680759 = -58064432.493826
  nChanged 6
		SP:Iteration 60F (17175.600000 sec): 3 clusters
  Score: Raw -58068695.979744 + Penalty 4262.680759 = -58064433.298985
  nChanged 14
		SP:Iteration 61Q (17176.540000 sec): 3 clusters
  Score: Raw -58068697.355402 + Penalty 4262.680759 = -58064434.674643
  nChanged 11
		SP:Iteration 62Q (17177.470000 sec): 3 clusters
  Score: Raw -58068698.174298 + Penalty 4262.680759 = -58064435.493539
  nChanged 6
		SP:Iteration 63Q (17178.390000 sec): 3 clusters
  Score: Raw -58068698.573456 + Penalty 4262.680759 = -58064435.892697
  nChanged 9
		SP:Iteration 64Q (17179.320000 sec): 3 clusters
  Score: Raw -58068699.236889 + Penalty 4262.680759 = -58064436.556130
  nChanged 7
		SP:Iteration 65Q (17180.250000 sec): 3 clusters
  Score: Raw -58068699.716682 + Penalty 4262.680759 = -58064437.035923
  nChanged 5
		SP:Iteration 66Q (17181.180000 sec): 3 clusters
  Score: Raw -58068700.103658 + Penalty 4262.680759 = -58064437.422899
  nChanged 7
		SP:Iteration 67Q (17182.120000 sec): 3 clusters
  Score: Raw -58068700.673921 + Penalty 4262.680759 = -58064437.993162
  nChanged 6
		SP:Iteration 68Q (17183.050000 sec): 3 clusters
  Score: Raw -58068701.139533 + Penalty 4262.680759 = -58064438.458774
  nChanged 10
		SP:Iteration 69Q (17183.980000 sec): 3 clusters
  Score: Raw -58068702.049218 + Penalty 4262.680759 = -58064439.368459
  nChanged 14
		SP:Iteration 70Q (17184.910000 sec): 3 clusters
  Score: Raw -58068703.392993 + Penalty 4262.680759 = -58064440.712234
  nChanged 14
		SP:Iteration 71Q (17185.830000 sec): 3 clusters
  Score: Raw -58068705.176097 + Penalty 4262.680759 = -58064442.495338
  nChanged 16
		SP:Iteration 72Q (17186.750000 sec): 3 clusters
  Score: Raw -58068707.469136 + Penalty 4262.680759 = -58064444.788377
  nChanged 24
		SP:Iteration 73Q (17187.690000 sec): 3 clusters
  Score: Raw -58068710.076664 + Penalty 4262.680759 = -58064447.395905
  nChanged 18
		SP:Iteration 74Q (17188.610000 sec): 3 clusters
  Score: Raw -58068712.066693 + Penalty 4262.680759 = -58064449.385934
  nChanged 18
		SP:Iteration 75Q (17189.540000 sec): 3 clusters
  Score: Raw -58068713.797558 + Penalty 4262.680759 = -58064451.116799
  nChanged 14
		SP:Iteration 76Q (17190.470000 sec): 3 clusters
  Score: Raw -58068715.029777 + Penalty 4262.680759 = -58064452.349018
  nChanged 15
		SP:Iteration 77Q (17191.400000 sec): 3 clusters
  Score: Raw -58068716.342187 + Penalty 4262.680759 = -58064453.661428
  nChanged 11
		SP:Iteration 78Q (17192.320000 sec): 3 clusters
  Score: Raw -58068717.294667 + Penalty 4262.680759 = -58064454.613908
  nChanged 12
		SP:Iteration 79Q (17193.260000 sec): 3 clusters
  Score: Raw -58068718.265817 + Penalty 4262.680759 = -58064455.585058
  nChanged 6
		SP:Iteration 80F (17194.550000 sec): 3 clusters
  Score: Raw -58068718.880860 + Penalty 4262.680759 = -58064456.200101
  nChanged 10
		SP:Iteration 81Q (17195.490000 sec): 3 clusters
  Score: Raw -58068719.597069 + Penalty 4262.680759 = -58064456.916310
  nChanged 8
		SP:Iteration 82Q (17196.410000 sec): 3 clusters
  Score: Raw -58068720.267680 + Penalty 4262.680759 = -58064457.586921
  nChanged 9
		SP:Iteration 83Q (17197.350000 sec): 3 clusters
  Score: Raw -58068721.111759 + Penalty 4262.680759 = -58064458.431000
  nChanged 16
		SP:Iteration 84Q (17198.270000 sec): 3 clusters
  Score: Raw -58068722.828654 + Penalty 4262.680759 = -58064460.147895
  nChanged 9
		SP:Iteration 85Q (17199.210000 sec): 3 clusters
  Score: Raw -58068723.662707 + Penalty 4262.680759 = -58064460.981948
  nChanged 6
		SP:Iteration 86Q (17200.140000 sec): 3 clusters
  Score: Raw -58068724.062855 + Penalty 4262.680759 = -58064461.382096
  nChanged 5
		SP:Iteration 87Q (17201.070000 sec): 3 clusters
  Score: Raw -58068724.383535 + Penalty 4262.680759 = -58064461.702776
  nChanged 5
		SP:Iteration 88Q (17201.990000 sec): 3 clusters
  Score: Raw -58068724.682156 + Penalty 4262.680759 = -58064462.001398
  nChanged 3
		SP:Iteration 89Q (17202.910000 sec): 3 clusters
  Score: Raw -58068725.016183 + Penalty 4262.680759 = -58064462.335425
  nChanged 4
		SP:Iteration 90Q (17203.840000 sec): 3 clusters
  Score: Raw -58068725.294655 + Penalty 4262.680759 = -58064462.613896
  nChanged 3
		SP:Iteration 91Q (17204.770000 sec): 3 clusters
  Score: Raw -58068725.509881 + Penalty 4262.680759 = -58064462.829122
  nChanged 2
		SP:Iteration 92Q (17205.710000 sec): 3 clusters
  Score: Raw -58068725.652389 + Penalty 4262.680759 = -58064462.971630
  nChanged 2
		SP:Iteration 93Q (17206.630000 sec): 3 clusters
  Score: Raw -58068725.797368 + Penalty 4262.680759 = -58064463.116609
  nChanged 3
		SP:Iteration 94Q (17207.570000 sec): 3 clusters
  Score: Raw -58068725.975980 + Penalty 4262.680759 = -58064463.295221
  nChanged 3
		SP:Iteration 95Q (17208.500000 sec): 3 clusters
  Score: Raw -58068726.125802 + Penalty 4262.680759 = -58064463.445043
  nChanged 3
		SP:Iteration 96Q (17209.420000 sec): 3 clusters
  Score: Raw -58068726.404602 + Penalty 4262.680759 = -58064463.723843
  nChanged 1
		SP:Iteration 97Q (17210.350000 sec): 3 clusters
  Score: Raw -58068726.482633 + Penalty 4262.680759 = -58064463.801874
  nChanged 3
		SP:Iteration 98Q (17211.270000 sec): 3 clusters
  Score: Raw -58068726.767250 + Penalty 4262.680759 = -58064464.086491
  nChanged 2
		SP:Iteration 99Q (17212.200000 sec): 3 clusters
  Score: Raw -58068726.896756 + Penalty 4262.680759 = -58064464.215997
  nChanged 3
		SP:Iteration 100F (17213.480000 sec): 3 clusters
  Score: Raw -58068727.118311 + Penalty 4262.680759 = -58064464.437552
  nChanged 2
		SP:Iteration 101Q (17214.400000 sec): 3 clusters
  Score: Raw -58068727.309573 + Penalty 4262.680759 = -58064464.628814
  nChanged 2
		SP:Iteration 102Q (17215.330000 sec): 3 clusters
  Score: Raw -58068727.435505 + Penalty 4262.680759 = -58064464.754746
  nChanged 4
		SP:Iteration 103Q (17216.260000 sec): 3 clusters
  Score: Raw -58068727.721119 + Penalty 4262.680759 = -58064465.040360
  nChanged 1
		SP:Iteration 104Q (17217.190000 sec): 3 clusters
  Score: Raw -58068727.800817 + Penalty 4262.680759 = -58064465.120058
  nChanged 1
		SP:Iteration 105Q (17218.130000 sec): 3 clusters
  Score: Raw -58068727.880536 + Penalty 4262.680759 = -58064465.199777
  nChanged 0
		SP:Iteration 106F (17219.420000 sec): 3 clusters
  Score: Raw -58068727.880536 + Penalty 4262.680759 = -58064465.199777
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 73 (7108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17219.680000 sec): 2 clusters
  Score: Raw -811841.333473 + Penalty 1441.208631 = -810400.124842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17219.700000 sec): 3 clusters
  Score: Raw -807901.026090 + Penalty 2882.417262 = -805018.608828
  nChanged 3003
		SP:Iteration 1F (17219.720000 sec): 3 clusters
  Score: Raw -809591.462139 + Penalty 2882.417262 = -806709.044877
  nChanged 531
		SP:Iteration 2F (17219.740000 sec): 3 clusters
  Score: Raw -809884.293840 + Penalty 2882.417262 = -807001.876579
  nChanged 484
		SP:Iteration 3F (17219.760000 sec): 3 clusters
  Score: Raw -810178.437587 + Penalty 2882.417262 = -807296.020325
  nChanged 472
		SP:Iteration 4F (17219.770000 sec): 3 clusters
  Score: Raw -810509.002832 + Penalty 2882.417262 = -807626.585571
  nChanged 469
		SP:Iteration 5F (17219.790000 sec): 3 clusters
  Score: Raw -810869.619752 + Penalty 2882.417262 = -807987.202490
  nChanged 435
		SP:Iteration 6F (17219.810000 sec): 3 clusters
  Score: Raw -811184.069125 + Penalty 2882.417262 = -808301.651863
  nChanged 389
		SP:Iteration 7F (17219.830000 sec): 3 clusters
  Score: Raw -811461.533592 + Penalty 2882.417262 = -808579.116331
  nChanged 286
		SP:Iteration 8Q (17219.840000 sec): 3 clusters
  Score: Raw -811618.739101 + Penalty 2882.417262 = -808736.321840
  nChanged 208
		SP:Iteration 9Q (17219.860000 sec): 3 clusters
  Score: Raw -811711.340337 + Penalty 2882.417262 = -808828.923075
  nChanged 143
		SP:Iteration 10Q (17219.880000 sec): 3 clusters
  Score: Raw -811761.237970 + Penalty 2882.417262 = -808878.820708
  nChanged 83
		SP:Iteration 11Q (17219.900000 sec): 3 clusters
  Score: Raw -811788.382745 + Penalty 2882.417262 = -808905.965483
  nChanged 66
		SP:Iteration 12Q (17219.920000 sec): 3 clusters
  Score: Raw -811807.166712 + Penalty 2882.417262 = -808924.749451
  nChanged 50
		SP:Iteration 13Q (17219.930000 sec): 3 clusters
  Score: Raw -811819.662436 + Penalty 2882.417262 = -808937.245175
  nChanged 38
		SP:Iteration 14Q (17219.950000 sec): 3 clusters
  Score: Raw -811829.235550 + Penalty 2882.417262 = -808946.818288
  nChanged 30
		SP:Iteration 15Q (17219.970000 sec): 3 clusters
  Score: Raw -811837.032526 + Penalty 2882.417262 = -808954.615264
  nChanged 28
		SP:Iteration 16Q (17219.980000 sec): 3 clusters
  Score: Raw -811844.733531 + Penalty 2882.417262 = -808962.316269
  nChanged 24
		SP:Iteration 17Q (17220.000000 sec): 3 clusters
  Score: Raw -811851.705589 + Penalty 2882.417262 = -808969.288328
  nChanged 27
		SP:Iteration 18Q (17220.020000 sec): 3 clusters
  Score: Raw -811858.237655 + Penalty 2882.417262 = -808975.820393
  nChanged 21
		SP:Iteration 19Q (17220.040000 sec): 3 clusters
  Score: Raw -811863.070177 + Penalty 2882.417262 = -808980.652915
  nChanged 19
		SP:Iteration 20F (17220.060000 sec): 3 clusters
  Score: Raw -811866.922056 + Penalty 2882.417262 = -808984.504794
  nChanged 13
		SP:Iteration 21Q (17220.080000 sec): 3 clusters
  Score: Raw -811869.791487 + Penalty 2882.417262 = -808987.374225
  nChanged 13
		SP:Iteration 22Q (17220.090000 sec): 3 clusters
  Score: Raw -811873.423173 + Penalty 2882.417262 = -808991.005912
  nChanged 17
		SP:Iteration 23Q (17220.110000 sec): 3 clusters
  Score: Raw -811877.798679 + Penalty 2882.417262 = -808995.381418
  nChanged 21
		SP:Iteration 24Q (17220.130000 sec): 3 clusters
  Score: Raw -811881.402410 + Penalty 2882.417262 = -808998.985149
  nChanged 12
		SP:Iteration 25Q (17220.150000 sec): 3 clusters
  Score: Raw -811883.837311 + Penalty 2882.417262 = -809001.420049
  nChanged 14
		SP:Iteration 26Q (17220.160000 sec): 3 clusters
  Score: Raw -811887.387279 + Penalty 2882.417262 = -809004.970018
  nChanged 12
		SP:Iteration 27Q (17220.180000 sec): 3 clusters
  Score: Raw -811889.727368 + Penalty 2882.417262 = -809007.310106
  nChanged 14
		SP:Iteration 28Q (17220.200000 sec): 3 clusters
  Score: Raw -811892.207480 + Penalty 2882.417262 = -809009.790218
  nChanged 12
		SP:Iteration 29Q (17220.220000 sec): 3 clusters
  Score: Raw -811894.818780 + Penalty 2882.417262 = -809012.401519
  nChanged 10
		SP:Iteration 30Q (17220.240000 sec): 3 clusters
  Score: Raw -811897.592782 + Penalty 2882.417262 = -809015.175520
  nChanged 10
		SP:Iteration 31Q (17220.250000 sec): 3 clusters
  Score: Raw -811900.060292 + Penalty 2882.417262 = -809017.643031
  nChanged 11
		SP:Iteration 32Q (17220.270000 sec): 3 clusters
  Score: Raw -811902.055455 + Penalty 2882.417262 = -809019.638194
  nChanged 6
		SP:Iteration 33Q (17220.290000 sec): 3 clusters
  Score: Raw -811902.997842 + Penalty 2882.417262 = -809020.580581
  nChanged 4
		SP:Iteration 34Q (17220.300000 sec): 3 clusters
  Score: Raw -811903.620878 + Penalty 2882.417262 = -809021.203617
  nChanged 7
		SP:Iteration 35Q (17220.320000 sec): 3 clusters
  Score: Raw -811904.478477 + Penalty 2882.417262 = -809022.061216
  nChanged 3
		SP:Iteration 36Q (17220.340000 sec): 3 clusters
  Score: Raw -811904.791478 + Penalty 2882.417262 = -809022.374217
  nChanged 1
		SP:Iteration 37Q (17220.360000 sec): 3 clusters
  Score: Raw -811905.038656 + Penalty 2882.417262 = -809022.621394
  nChanged 2
		SP:Iteration 38Q (17220.380000 sec): 3 clusters
  Score: Raw -811905.270074 + Penalty 2882.417262 = -809022.852812
  nChanged 0
		SP:Iteration 39F (17220.390000 sec): 3 clusters
  Score: Raw -811905.270074 + Penalty 2882.417262 = -809022.852812
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 74 (9054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17220.420000 sec): 2 clusters
  Score: Raw -1060542.834495 + Penalty 1480.531313 = -1059062.303182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17220.440000 sec): 3 clusters
  Score: Raw -1055475.250852 + Penalty 2961.062627 = -1052514.188225
  nChanged 3895
		SP:Iteration 1F (17220.470000 sec): 3 clusters
  Score: Raw -1057659.328471 + Penalty 2961.062627 = -1054698.265844
  nChanged 750
		SP:Iteration 2F (17220.490000 sec): 3 clusters
  Score: Raw -1058245.654671 + Penalty 2961.062627 = -1055284.592044
  nChanged 833
		SP:Iteration 3F (17220.510000 sec): 3 clusters
  Score: Raw -1059002.533953 + Penalty 2961.062627 = -1056041.471326
  nChanged 746
		SP:Iteration 4F (17220.540000 sec): 3 clusters
  Score: Raw -1059623.580749 + Penalty 2961.062627 = -1056662.518122
  nChanged 587
		SP:Iteration 5F (17220.560000 sec): 3 clusters
  Score: Raw -1060071.073059 + Penalty 2961.062627 = -1057110.010433
  nChanged 433
		SP:Iteration 6Q (17220.580000 sec): 3 clusters
  Score: Raw -1060346.279899 + Penalty 2961.062627 = -1057385.217272
  nChanged 292
		SP:Iteration 7Q (17220.600000 sec): 3 clusters
  Score: Raw -1060493.881685 + Penalty 2961.062627 = -1057532.819058
  nChanged 179
		SP:Iteration 8Q (17220.620000 sec): 3 clusters
  Score: Raw -1060568.779627 + Penalty 2961.062627 = -1057607.717001
  nChanged 125
		SP:Iteration 9Q (17220.650000 sec): 3 clusters
  Score: Raw -1060616.067387 + Penalty 2961.062627 = -1057655.004760
  nChanged 75
		SP:Iteration 10Q (17220.670000 sec): 3 clusters
  Score: Raw -1060637.061358 + Penalty 2961.062627 = -1057675.998732
  nChanged 60
		SP:Iteration 11Q (17220.690000 sec): 3 clusters
  Score: Raw -1060656.704292 + Penalty 2961.062627 = -1057695.641665
  nChanged 47
		SP:Iteration 12Q (17220.720000 sec): 3 clusters
  Score: Raw -1060670.377843 + Penalty 2961.062627 = -1057709.315217
  nChanged 48
		SP:Iteration 13Q (17220.740000 sec): 3 clusters
  Score: Raw -1060681.424549 + Penalty 2961.062627 = -1057720.361923
  nChanged 35
		SP:Iteration 14Q (17220.760000 sec): 3 clusters
  Score: Raw -1060690.321588 + Penalty 2961.062627 = -1057729.258962
  nChanged 28
		SP:Iteration 15Q (17220.780000 sec): 3 clusters
  Score: Raw -1060697.811827 + Penalty 2961.062627 = -1057736.749201
  nChanged 29
		SP:Iteration 16Q (17220.810000 sec): 3 clusters
  Score: Raw -1060706.073419 + Penalty 2961.062627 = -1057745.010792
  nChanged 24
		SP:Iteration 17Q (17220.830000 sec): 3 clusters
  Score: Raw -1060712.635164 + Penalty 2961.062627 = -1057751.572538
  nChanged 25
		SP:Iteration 18Q (17220.850000 sec): 3 clusters
  Score: Raw -1060718.143969 + Penalty 2961.062627 = -1057757.081343
  nChanged 20
		SP:Iteration 19Q (17220.880000 sec): 3 clusters
  Score: Raw -1060722.603915 + Penalty 2961.062627 = -1057761.541289
  nChanged 18
		SP:Iteration 20F (17220.900000 sec): 3 clusters
  Score: Raw -1060725.757329 + Penalty 2961.062627 = -1057764.694703
  nChanged 7
		SP:Iteration 21Q (17220.920000 sec): 3 clusters
  Score: Raw -1060727.020612 + Penalty 2961.062627 = -1057765.957986
  nChanged 9
		SP:Iteration 22Q (17220.940000 sec): 3 clusters
  Score: Raw -1060728.729993 + Penalty 2961.062627 = -1057767.667367
  nChanged 10
		SP:Iteration 23Q (17220.960000 sec): 3 clusters
  Score: Raw -1060731.372137 + Penalty 2961.062627 = -1057770.309510
  nChanged 10
		SP:Iteration 24Q (17220.990000 sec): 3 clusters
  Score: Raw -1060733.239139 + Penalty 2961.062627 = -1057772.176512
  nChanged 5
		SP:Iteration 25Q (17221.010000 sec): 3 clusters
  Score: Raw -1060734.539974 + Penalty 2961.062627 = -1057773.477347
  nChanged 6
		SP:Iteration 26Q (17221.030000 sec): 3 clusters
  Score: Raw -1060735.760276 + Penalty 2961.062627 = -1057774.697649
  nChanged 1
		SP:Iteration 27Q (17221.060000 sec): 3 clusters
  Score: Raw -1060735.933758 + Penalty 2961.062627 = -1057774.871131
  nChanged 1
		SP:Iteration 28Q (17221.080000 sec): 3 clusters
  Score: Raw -1060736.179316 + Penalty 2961.062627 = -1057775.116689
  nChanged 1
		SP:Iteration 29Q (17221.100000 sec): 3 clusters
  Score: Raw -1060736.403054 + Penalty 2961.062627 = -1057775.340428
  nChanged 1
		SP:Iteration 30Q (17221.120000 sec): 3 clusters
  Score: Raw -1060736.547476 + Penalty 2961.062627 = -1057775.484849
  nChanged 0
		SP:Iteration 31F (17221.150000 sec): 3 clusters
  Score: Raw -1060736.547476 + Penalty 2961.062627 = -1057775.484849
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17221.160000 sec): 2 clusters
  Score: Raw -14173.599017 + Penalty 787.180402 = -13386.418615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17221.160000 sec): 3 clusters
  Score: Raw -14294.312995 + Penalty 1574.360803 = -12719.952192
  nChanged 12
		SP:Iteration 1F (17221.160000 sec): 3 clusters
  Score: Raw -14345.714757 + Penalty 1574.360803 = -12771.353954
  nChanged 2
		SP:Iteration 2Q (17221.160000 sec): 3 clusters
  Score: Raw -14354.332741 + Penalty 1574.360803 = -12779.971938
  nChanged 0
		SP:Iteration 3F (17221.160000 sec): 3 clusters
  Score: Raw -14354.332741 + Penalty 1574.360803 = -12779.971938
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 76 (744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17221.160000 sec): 2 clusters
  Score: Raw -84624.397221 + Penalty 1074.456668 = -83549.940553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17221.170000 sec): 3 clusters
  Score: Raw -84417.045813 + Penalty 2148.913336 = -82268.132476
  nChanged 182
		SP:Iteration 1F (17221.170000 sec): 3 clusters
  Score: Raw -84590.133150 + Penalty 2148.913336 = -82441.219813
  nChanged 51
		SP:Iteration 2F (17221.170000 sec): 3 clusters
  Score: Raw -84655.747066 + Penalty 2148.913336 = -82506.833730
  nChanged 34
		SP:Iteration 3Q (17221.170000 sec): 3 clusters
  Score: Raw -84704.316895 + Penalty 2148.913336 = -82555.403559
  nChanged 29
		SP:Iteration 4Q (17221.170000 sec): 3 clusters
  Score: Raw -84743.198407 + Penalty 2148.913336 = -82594.285071
  nChanged 13
		SP:Iteration 5Q (17221.180000 sec): 3 clusters
  Score: Raw -84757.149421 + Penalty 2148.913336 = -82608.236084
  nChanged 8
		SP:Iteration 6Q (17221.180000 sec): 3 clusters
  Score: Raw -84765.798518 + Penalty 2148.913336 = -82616.885182
  nChanged 7
		SP:Iteration 7Q (17221.180000 sec): 3 clusters
  Score: Raw -84773.985805 + Penalty 2148.913336 = -82625.072469
  nChanged 8
		SP:Iteration 8Q (17221.180000 sec): 3 clusters
  Score: Raw -84785.690612 + Penalty 2148.913336 = -82636.777276
  nChanged 15
		SP:Iteration 9Q (17221.180000 sec): 3 clusters
  Score: Raw -84801.824470 + Penalty 2148.913336 = -82652.911133
  nChanged 8
		SP:Iteration 10Q (17221.180000 sec): 3 clusters
  Score: Raw -84808.499173 + Penalty 2148.913336 = -82659.585837
  nChanged 7
		SP:Iteration 11Q (17221.190000 sec): 3 clusters
  Score: Raw -84816.370851 + Penalty 2148.913336 = -82667.457515
  nChanged 5
		SP:Iteration 12Q (17221.190000 sec): 3 clusters
  Score: Raw -84818.757050 + Penalty 2148.913336 = -82669.843714
  nChanged 2
		SP:Iteration 13Q (17221.190000 sec): 3 clusters
  Score: Raw -84820.444452 + Penalty 2148.913336 = -82671.531116
  nChanged 2
		SP:Iteration 14Q (17221.190000 sec): 3 clusters
  Score: Raw -84823.405872 + Penalty 2148.913336 = -82674.492536
  nChanged 5
		SP:Iteration 15Q (17221.190000 sec): 3 clusters
  Score: Raw -84829.342598 + Penalty 2148.913336 = -82680.429261
  nChanged 6
		SP:Iteration 16Q (17221.190000 sec): 3 clusters
  Score: Raw -84835.832411 + Penalty 2148.913336 = -82686.919075
  nChanged 4
		SP:Iteration 17Q (17221.190000 sec): 3 clusters
  Score: Raw -84839.523642 + Penalty 2148.913336 = -82690.610306
  nChanged 1
		SP:Iteration 18Q (17221.200000 sec): 3 clusters
  Score: Raw -84841.243996 + Penalty 2148.913336 = -82692.330659
  nChanged 2
		SP:Iteration 19Q (17221.200000 sec): 3 clusters
  Score: Raw -84842.693696 + Penalty 2148.913336 = -82693.780360
  nChanged 2
		SP:Iteration 20F (17221.200000 sec): 3 clusters
  Score: Raw -84844.298819 + Penalty 2148.913336 = -82695.385482
  nChanged 1
		SP:Iteration 21Q (17221.200000 sec): 3 clusters
  Score: Raw -84844.935696 + Penalty 2148.913336 = -82696.022360
  nChanged 0
		SP:Iteration 22F (17221.200000 sec): 3 clusters
  Score: Raw -84844.935696 + Penalty 2148.913336 = -82696.022360
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 77 (3932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17221.220000 sec): 2 clusters
  Score: Raw -415748.205101 + Penalty 1344.996816 = -414403.208285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17221.230000 sec): 3 clusters
  Score: Raw -413830.372853 + Penalty 2689.993631 = -411140.379221
  nChanged 1534
		SP:Iteration 1F (17221.240000 sec): 3 clusters
  Score: Raw -414786.432545 + Penalty 2689.993631 = -412096.438914
  nChanged 350
		SP:Iteration 2F (17221.250000 sec): 3 clusters
  Score: Raw -415057.220591 + Penalty 2689.993631 = -412367.226959
  nChanged 266
		SP:Iteration 3F (17221.260000 sec): 3 clusters
  Score: Raw -415233.977997 + Penalty 2689.993631 = -412543.984366
  nChanged 207
		SP:Iteration 4F (17221.270000 sec): 3 clusters
  Score: Raw -415378.709718 + Penalty 2689.993631 = -412688.716087
  nChanged 172
		SP:Iteration 5Q (17221.280000 sec): 3 clusters
  Score: Raw -415488.426075 + Penalty 2689.993631 = -412798.432443
  nChanged 135
		SP:Iteration 6Q (17221.290000 sec): 3 clusters
  Score: Raw -415572.291973 + Penalty 2689.993631 = -412882.298341
  nChanged 116
		SP:Iteration 7Q (17221.300000 sec): 3 clusters
  Score: Raw -415628.297505 + Penalty 2689.993631 = -412938.303873
  nChanged 81
		SP:Iteration 8Q (17221.300000 sec): 3 clusters
  Score: Raw -415662.655995 + Penalty 2689.993631 = -412972.662363
  nChanged 73
		SP:Iteration 9Q (17221.320000 sec): 3 clusters
  Score: Raw -415688.205324 + Penalty 2689.993631 = -412998.211692
  nChanged 55
		SP:Iteration 10Q (17221.320000 sec): 3 clusters
  Score: Raw -415711.297324 + Penalty 2689.993631 = -413021.303692
  nChanged 56
		SP:Iteration 11Q (17221.340000 sec): 3 clusters
  Score: Raw -415733.274897 + Penalty 2689.993631 = -413043.281265
  nChanged 42
		SP:Iteration 12Q (17221.340000 sec): 3 clusters
  Score: Raw -415747.344001 + Penalty 2689.993631 = -413057.350370
  nChanged 48
		SP:Iteration 13Q (17221.350000 sec): 3 clusters
  Score: Raw -415766.590258 + Penalty 2689.993631 = -413076.596626
  nChanged 35
		SP:Iteration 14Q (17221.360000 sec): 3 clusters
  Score: Raw -415781.827542 + Penalty 2689.993631 = -413091.833910
  nChanged 42
		SP:Iteration 15Q (17221.370000 sec): 3 clusters
  Score: Raw -415797.507942 + Penalty 2689.993631 = -413107.514311
  nChanged 36
		SP:Iteration 16Q (17221.380000 sec): 3 clusters
  Score: Raw -415810.019484 + Penalty 2689.993631 = -413120.025853
  nChanged 26
		SP:Iteration 17Q (17221.390000 sec): 3 clusters
  Score: Raw -415818.088984 + Penalty 2689.993631 = -413128.095352
  nChanged 26
		SP:Iteration 18Q (17221.400000 sec): 3 clusters
  Score: Raw -415825.880124 + Penalty 2689.993631 = -413135.886493
  nChanged 21
		SP:Iteration 19Q (17221.410000 sec): 3 clusters
  Score: Raw -415832.883614 + Penalty 2689.993631 = -413142.889982
  nChanged 19
		SP:Iteration 20F (17221.420000 sec): 3 clusters
  Score: Raw -415841.122092 + Penalty 2689.993631 = -413151.128461
  nChanged 27
		SP:Iteration 21Q (17221.430000 sec): 3 clusters
  Score: Raw -415850.711401 + Penalty 2689.993631 = -413160.717769
  nChanged 23
		SP:Iteration 22Q (17221.440000 sec): 3 clusters
  Score: Raw -415857.697228 + Penalty 2689.993631 = -413167.703596
  nChanged 20
		SP:Iteration 23Q (17221.450000 sec): 3 clusters
  Score: Raw -415862.860056 + Penalty 2689.993631 = -413172.866424
  nChanged 15
		SP:Iteration 24Q (17221.460000 sec): 3 clusters
  Score: Raw -415867.940519 + Penalty 2689.993631 = -413177.946888
  nChanged 14
		SP:Iteration 25Q (17221.470000 sec): 3 clusters
  Score: Raw -415872.030262 + Penalty 2689.993631 = -413182.036630
  nChanged 11
		SP:Iteration 26Q (17221.480000 sec): 3 clusters
  Score: Raw -415876.496777 + Penalty 2689.993631 = -413186.503145
  nChanged 15
		SP:Iteration 27Q (17221.490000 sec): 3 clusters
  Score: Raw -415883.444469 + Penalty 2689.993631 = -413193.450838
  nChanged 17
		SP:Iteration 28Q (17221.500000 sec): 3 clusters
  Score: Raw -415889.403701 + Penalty 2689.993631 = -413199.410069
  nChanged 17
		SP:Iteration 29Q (17221.500000 sec): 3 clusters
  Score: Raw -415895.211465 + Penalty 2689.993631 = -413205.217833
  nChanged 23
		SP:Iteration 30Q (17221.520000 sec): 3 clusters
  Score: Raw -415903.922891 + Penalty 2689.993631 = -413213.929259
  nChanged 25
		SP:Iteration 31Q (17221.520000 sec): 3 clusters
  Score: Raw -415914.587812 + Penalty 2689.993631 = -413224.594181
  nChanged 24
		SP:Iteration 32Q (17221.540000 sec): 3 clusters
  Score: Raw -415928.439294 + Penalty 2689.993631 = -413238.445663
  nChanged 33
		SP:Iteration 33Q (17221.540000 sec): 3 clusters
  Score: Raw -415943.665749 + Penalty 2689.993631 = -413253.672118
  nChanged 26
		SP:Iteration 34Q (17221.550000 sec): 3 clusters
  Score: Raw -415951.686599 + Penalty 2689.993631 = -413261.692968
  nChanged 19
		SP:Iteration 35Q (17221.560000 sec): 3 clusters
  Score: Raw -415956.920732 + Penalty 2689.993631 = -413266.927100
  nChanged 13
		SP:Iteration 36Q (17221.570000 sec): 3 clusters
  Score: Raw -415960.768369 + Penalty 2689.993631 = -413270.774737
  nChanged 15
		SP:Iteration 37Q (17221.580000 sec): 3 clusters
  Score: Raw -415964.920759 + Penalty 2689.993631 = -413274.927127
  nChanged 18
		SP:Iteration 38Q (17221.590000 sec): 3 clusters
  Score: Raw -415971.456721 + Penalty 2689.993631 = -413281.463090
  nChanged 24
		SP:Iteration 39Q (17221.600000 sec): 3 clusters
  Score: Raw -415980.625647 + Penalty 2689.993631 = -413290.632016
  nChanged 28
		SP:Iteration 40F (17221.610000 sec): 3 clusters
  Score: Raw -415991.691102 + Penalty 2689.993631 = -413301.697470
  nChanged 22
		SP:Iteration 41Q (17221.620000 sec): 3 clusters
  Score: Raw -415997.795070 + Penalty 2689.993631 = -413307.801439
  nChanged 9
		SP:Iteration 42Q (17221.630000 sec): 3 clusters
  Score: Raw -416000.781047 + Penalty 2689.993631 = -413310.787416
  nChanged 11
		SP:Iteration 43Q (17221.640000 sec): 3 clusters
  Score: Raw -416003.431010 + Penalty 2689.993631 = -413313.437379
  nChanged 10
		SP:Iteration 44Q (17221.650000 sec): 3 clusters
  Score: Raw -416005.859735 + Penalty 2689.993631 = -413315.866104
  nChanged 13
		SP:Iteration 45Q (17221.660000 sec): 3 clusters
  Score: Raw -416010.934222 + Penalty 2689.993631 = -413320.940590
  nChanged 12
		SP:Iteration 46Q (17221.670000 sec): 3 clusters
  Score: Raw -416014.133757 + Penalty 2689.993631 = -413324.140126
  nChanged 5
		SP:Iteration 47Q (17221.680000 sec): 3 clusters
  Score: Raw -416015.547079 + Penalty 2689.993631 = -413325.553448
  nChanged 10
		SP:Iteration 48Q (17221.680000 sec): 3 clusters
  Score: Raw -416018.611352 + Penalty 2689.993631 = -413328.617720
  nChanged 11
		SP:Iteration 49Q (17221.700000 sec): 3 clusters
  Score: Raw -416021.635125 + Penalty 2689.993631 = -413331.641493
  nChanged 9
		SP:Iteration 50Q (17221.700000 sec): 3 clusters
  Score: Raw -416024.600178 + Penalty 2689.993631 = -413334.606546
  nChanged 7
		SP:Iteration 51Q (17221.710000 sec): 3 clusters
  Score: Raw -416026.427856 + Penalty 2689.993631 = -413336.434224
  nChanged 6
		SP:Iteration 52Q (17221.720000 sec): 3 clusters
  Score: Raw -416027.874353 + Penalty 2689.993631 = -413337.880721
  nChanged 4
		SP:Iteration 53Q (17221.730000 sec): 3 clusters
  Score: Raw -416028.530577 + Penalty 2689.993631 = -413338.536946
  nChanged 5
		SP:Iteration 54Q (17221.740000 sec): 3 clusters
  Score: Raw -416029.584066 + Penalty 2689.993631 = -413339.590435
  nChanged 4
		SP:Iteration 55Q (17221.750000 sec): 3 clusters
  Score: Raw -416030.561917 + Penalty 2689.993631 = -413340.568286
  nChanged 3
		SP:Iteration 56Q (17221.760000 sec): 3 clusters
  Score: Raw -416030.949591 + Penalty 2689.993631 = -413340.955960
  nChanged 3
		SP:Iteration 57Q (17221.770000 sec): 3 clusters
  Score: Raw -416031.190796 + Penalty 2689.993631 = -413341.197164
  nChanged 1
		SP:Iteration 58Q (17221.780000 sec): 3 clusters
  Score: Raw -416031.304550 + Penalty 2689.993631 = -413341.310918
  nChanged 1
		SP:Iteration 59Q (17221.790000 sec): 3 clusters
  Score: Raw -416031.569210 + Penalty 2689.993631 = -413341.575579
  nChanged 1
		SP:Iteration 60F (17221.800000 sec): 3 clusters
  Score: Raw -416031.907903 + Penalty 2689.993631 = -413341.914272
  nChanged 3
		SP:Iteration 61Q (17221.810000 sec): 3 clusters
  Score: Raw -416032.235866 + Penalty 2689.993631 = -413342.242234
  nChanged 2
		SP:Iteration 62Q (17221.820000 sec): 3 clusters
  Score: Raw -416032.676062 + Penalty 2689.993631 = -413342.682430
  nChanged 3
		SP:Iteration 63Q (17221.830000 sec): 3 clusters
  Score: Raw -416033.997169 + Penalty 2689.993631 = -413344.003537
  nChanged 6
		SP:Iteration 64Q (17221.840000 sec): 3 clusters
  Score: Raw -416036.034187 + Penalty 2689.993631 = -413346.040555
  nChanged 6
		SP:Iteration 65Q (17221.840000 sec): 3 clusters
  Score: Raw -416037.304973 + Penalty 2689.993631 = -413347.311341
  nChanged 9
		SP:Iteration 66Q (17221.860000 sec): 3 clusters
  Score: Raw -416038.619216 + Penalty 2689.993631 = -413348.625585
  nChanged 7
		SP:Iteration 67Q (17221.860000 sec): 3 clusters
  Score: Raw -416040.729853 + Penalty 2689.993631 = -413350.736222
  nChanged 7
		SP:Iteration 68Q (17221.870000 sec): 3 clusters
  Score: Raw -416041.735837 + Penalty 2689.993631 = -413351.742206
  nChanged 5
		SP:Iteration 69Q (17221.880000 sec): 3 clusters
  Score: Raw -416042.907610 + Penalty 2689.993631 = -413352.913979
  nChanged 3
		SP:Iteration 70Q (17221.890000 sec): 3 clusters
  Score: Raw -416043.323378 + Penalty 2689.993631 = -413353.329747
  nChanged 3
		SP:Iteration 71Q (17221.900000 sec): 3 clusters
  Score: Raw -416043.837634 + Penalty 2689.993631 = -413353.844003
  nChanged 0
		SP:Iteration 72F (17221.910000 sec): 3 clusters
  Score: Raw -416043.837634 + Penalty 2689.993631 = -413353.844003
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 78 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17221.920000 sec): 2 clusters
  Score: Raw -133100.052921 + Penalty 1185.777288 = -131914.275633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17221.920000 sec): 3 clusters
  Score: Raw -132594.546753 + Penalty 2371.554577 = -130222.992177
  nChanged 485
		SP:Iteration 1F (17221.930000 sec): 3 clusters
  Score: Raw -133058.169300 + Penalty 2371.554577 = -130686.614724
  nChanged 155
		SP:Iteration 2F (17221.930000 sec): 3 clusters
  Score: Raw -133243.204708 + Penalty 2371.554577 = -130871.650131
  nChanged 75
		SP:Iteration 3F (17221.940000 sec): 3 clusters
  Score: Raw -133322.953612 + Penalty 2371.554577 = -130951.399035
  nChanged 59
		SP:Iteration 4Q (17221.940000 sec): 3 clusters
  Score: Raw -133374.413283 + Penalty 2371.554577 = -131002.858706
  nChanged 45
		SP:Iteration 5Q (17221.940000 sec): 3 clusters
  Score: Raw -133416.432386 + Penalty 2371.554577 = -131044.877809
  nChanged 29
		SP:Iteration 6Q (17221.950000 sec): 3 clusters
  Score: Raw -133441.858820 + Penalty 2371.554577 = -131070.304243
  nChanged 21
		SP:Iteration 7Q (17221.950000 sec): 3 clusters
  Score: Raw -133456.161293 + Penalty 2371.554577 = -131084.606716
  nChanged 17
		SP:Iteration 8Q (17221.950000 sec): 3 clusters
  Score: Raw -133465.544680 + Penalty 2371.554577 = -131093.990103
  nChanged 14
		SP:Iteration 9Q (17221.960000 sec): 3 clusters
  Score: Raw -133474.319934 + Penalty 2371.554577 = -131102.765357
  nChanged 6
		SP:Iteration 10Q (17221.960000 sec): 3 clusters
  Score: Raw -133477.209080 + Penalty 2371.554577 = -131105.654503
  nChanged 3
		SP:Iteration 11Q (17221.960000 sec): 3 clusters
  Score: Raw -133478.360045 + Penalty 2371.554577 = -131106.805468
  nChanged 1
		SP:Iteration 12Q (17221.970000 sec): 3 clusters
  Score: Raw -133478.899405 + Penalty 2371.554577 = -131107.344829
  nChanged 0
		SP:Iteration 13F (17221.970000 sec): 3 clusters
  Score: Raw -133478.899405 + Penalty 2371.554577 = -131107.344829
  nChanged 0
Memory request: 0.00 GB would take us to total of 12.55 GB.

 Trying to split cluster 79 (522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17221.980000 sec): 2 clusters
  Score: Raw -59182.806380 + Penalty 1016.870983 = -58165.935397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17221.980000 sec): 3 clusters
  Score: Raw -59127.856510 + Penalty 2033.741966 = -57094.114544
  nChanged 116
		SP:Iteration 1F (17221.980000 sec): 3 clusters
  Score: Raw -59292.431542 + Penalty 2033.741966 = -57258.689576
  nChanged 29
		SP:Iteration 2F (17221.980000 sec): 3 clusters
  Score: Raw -59354.530179 + Penalty 2033.741966 = -57320.788213
  nChanged 16
		SP:Iteration 3Q (17221.980000 sec): 3 clusters
  Score: Raw -59386.876019 + Penalty 2033.741966 = -57353.134053
  nChanged 11
		SP:Iteration 4Q (17221.980000 sec): 3 clusters
  Score: Raw -59402.124277 + Penalty 2033.741966 = -57368.382311
  nChanged 7
		SP:Iteration 5Q (17221.980000 sec): 3 clusters
  Score: Raw -59415.245633 + Penalty 2033.741966 = -57381.503667
  nChanged 6
		SP:Iteration 6Q (17221.990000 sec): 3 clusters
  Score: Raw -59425.026250 + Penalty 2033.741966 = -57391.284284
  nChanged 2
		SP:Iteration 7Q (17221.990000 sec): 3 clusters
  Score: Raw -59427.682311 + Penalty 2033.741966 = -57393.940345
  nChanged 1
		SP:Iteration 8Q (17221.990000 sec): 3 clusters
  Score: Raw -59429.128184 + Penalty 2033.741966 = -57395.386218
  nChanged 0
		SP:Iteration 9F (17221.990000 sec): 3 clusters
  Score: Raw -59429.128184 + Penalty 2033.741966 = -57395.386218
  nChanged 0
------ Evaluating fit on full set of 4142905 points ------
  Score: Raw -467352578.608113 + Penalty 195603.803761 = -467156974.804351
Time taken for this iteration:10819.210000 seconds.
 21->80 Clusters: Score -467156974.804351, best is -468334394.369059

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 73330 (time per iteration =239.707078 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1812733630848.000000 (time per metric unit =9.696802ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 43505607140352.000000 (time per metric unit=404.033437ps)

That took 17577.720000 seconds.
